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 CIMAP1C 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 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 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 SPATA31H1 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 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 SPMIP5 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 ARK2N ARL4C ARPP21 ASB16 ASB18 ASIC2 ATL2 ATP5PD AZIN1 B3GLCT B4GALT1 BACE2 BCL9L BDNF BEND4 BEST3 BHLHE22 BIRC2 BNC2 BZW2 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 DUSP13B 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 DUSP13B 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 DUSP13B 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 GASAL1 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 DUSP13B 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 CIMAP2 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 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 ADGRF2P 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 DUSP13B 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 PRPH PTGDS PTMA PUM1 RAP2C RBM14 RHOG RHOJ RORA RPL22 RRP36 RTF1 RUNX1T1 SAXO4 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 GASAL1 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 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 TMT1B 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 GASAL1 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 ENSG00000224888 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 SPMIP9 SRSF7 SSBP3 SSBP4 SSH3 SSX2IP STARD13 STRADB SYT2 SYVN1 TACC2 TEC TECTA 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 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 SPATA31G1 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 GASAL1 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 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 GASAL1 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 SPMIP5 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 CIMAP1C 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 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 GASAL1 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 CIMAP2 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 GASAL1 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 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 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 GASAL1 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 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 SPATA31H1 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 TMT1B 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 DUSP13B DUSP7 E2F8 EDC4 EED EFEMP1 EGF EGFLAM EGLN3 EGR2 EGR3 EIF4G1 EIF5 ELAVL4 ELL ELOC EMX2 ENHO ENOX1 ENPP6 ENSG00000224888 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 ARB2A ARL4A ARX ASB2 ASIC5 ATP13A4 ATP5MC2 ATXN7L1 BACH2 BBS1 BMI1 BNC2 BTK C1QTNF7 CABCOCO1 CACNA1C CADM1 CASC2 CBFA2T2 CCDC68 CCDC92 CCER1 CDAN1 CEP15 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 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 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 SPATA31H1 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 C5orf46 CACNB2 CALD1 CBX8 CCND2 CD2AP CDC42 CDC42EP4 CDS1 CENPE CEP15 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 MTCL2 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 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 ARK2N 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 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 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 TMT1B 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 ADGRF2P 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 ARK2N 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 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 PPP1R7 PRDM4 PRKN PRRG2 PTCH1 PYGB RASGEF1A RAVER1 RBM14 REEP4 RGS6 RHOBTB2 RNF138 SALL2 SAXO4 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 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 SPMIP6 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 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 SPMIP6 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 ARK2N ARPC2 ASB2 ASIC2 BCL11B BCL6 BICDL1 BMP10 C5orf64 CAPNS2 CASQ2 CEP20 CHCHD7 CIMAP3 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 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 SPATA31H1 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 ARK2N ARPC2 ASIC2 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 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 SPMIP6 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 ARK2N ASB7 ASXL1 ATF7IP ATXN7L1 AXIN2 BCL11B BDNF BIN1 BMF BMI1 BUB3 C12orf50 C1QTNF3 C1orf43 C2orf69 CADPS CBFA2T2 CCDC89 CCN1 CCND1 CCNG2 CDKN1C CHCHD7 CHD1 CIMAP1C 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 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 ARK2N ARRB2 ATOH8 ATP1B4 ATP2A2 ATXN7L1 BAMBI BCL11B BCOR BRIP1 BTBD3 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 FIRRM 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 SPMIP9 SSBP3 ST7 TBCC 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 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 SPMIP6 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 PRRX1 PSD4 PSMA1 PTGDR2 PTPRG PUM2 PWWP2B PYY RAI1 RBFOX1 RBPMS REG4 RFESD RGS3 RHAG RNF112 RNF186 RORB RSBN1L RUNX1T1 RUNX2 SALL2 SAXO4 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 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 SPATA31H1 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 ENSG00000224888 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 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 TMT1B 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 ENSG00000224888 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 ANP32CP 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 SPMIP8 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 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 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 TOP6BL 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 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 CEP15 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 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 VCF1 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 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 SPATA31G1 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 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 SPATA31G1 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 GASAL1 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 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 SPMIP5 SPMIP8 SPOCK2 SRP54 SRPX ST6GALNAC5 SUMO2 SUV39H2 SVIL SYNC SYT6 SYTL2 TBC1D10B TBX6 TEFM 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 CIMAP1C 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 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 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 SPMIP6 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 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 SPMIP6 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 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 FIRRM 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 ARK2N ARL6IP1 ARRDC3 ASTE1 ATP6V1H BAMBI BBOF1 BCL11B BHLHE41 BMT2 BNC2 BRINP1 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 CA4 CACNA2D3 CADM2 CALCRL CASP8 CDK11A CDK11B CDKL5 CEP15 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 ARK2N ARMH3 ARPC2 ASCL3 ASIC1 BAZ2B BCAM BEST3 BNC2 BTF3P11 C12orf50 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 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 SPMIP5 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 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 TMT1B 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 CIMIP4 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 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 ENSG00000224888 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 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 SPMIP9 SRM STARD13 STMN2 SYNE1 SYT4 TAFA4 TCF21 TGFB3 TJP1 TKFC TLNRD1 TMEM116 TMEM88 TMT1B 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 ARK2N ARMCX6 ARPP21 ART5 ASB16 ATF3 ATP1A2 ATP1B2 ATP2A3 BCL9L BMAL1 BNC2 BZW2 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 SPMIP6 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 C2CD2L C2orf73 CARS1 CBLB CBX4 CBX6 CCDC103 CCDC6 CCDC60 CCND2 CD44 CDK20 CDKL5 CEP83 CHCHD4 CIBAR2 CIMIP1 CIMIP2A 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 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 PRKCSH PRKN PRR16 PTCH1 PTCH2 PTDSS2 RASGEF1A REEP4 RFX2 RIBC2 RNF25 RNF41 RUNX1T1 SALL2 SAXO4 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 ENSG00000224888 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 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 SPMIP5 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 CABP2 CAPG CAPN6 CCDC140 CCDC6 CCN4 CD274 CD84 CDC42SE1 CDK11A CDK11B CEP15 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 DUSP13B 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 ENSG00000224888 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 ARK2N ASIC1 BCL11A BCL11B BCL2 BCL9 BEST3 BNC2 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 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 SPMIP5 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 AFG2B 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 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 DUSP13B 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 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 SPATA31H1 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 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 SPATA31H1 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 CACNA1D CACNB3 CARS1 CBFA2T2 CCDC116 CCN1 CD36 CDC42EP3 CDKL5 CELF2 CELF4 CEP15 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 DUSP13B 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 ARK2N ASCL4 BATF2 BAZ2A BCL11B BIRC8 BLVRB BMF BMPR2 BSCL2 BTK 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 CIMAP1C 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 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 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 VCF1 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 ARB2A BHLHE22 CAMK1D CCDC24 CITED2 DLEU1 DLEU2 DMD 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 ARB2A ATP1B4 ATP5MC1 BDNF BEND4 BHLHE22 BNC2 CALD1 CAMK1D CCDC24 CFAP20 CLTC CNTN6 DIO2 DLG2 DNAI1 ELK4 ELMO3 EML1 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 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 SPATA31H1 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 ARB2A 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 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 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 SPATA31G1 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 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 TOP6BL 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 ENSG00000224888 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 AFG2B 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 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 CIMIP2A 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 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 PPP2R2B PRDM4 PRICKLE1 PRKCSH PRKN PRRX1 PSMF1 PTCH1 PTDSS2 PTPRT PURA RASGEF1A RFC5 RIBC1 RIBC2 RIT2 RNF25 RPS6KA5 RRAGA RSPH14 SALL2 SAXO4 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 CIMIP4 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 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 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 VCF1 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 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 SPMIP6 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 ARK2N ARMCX6 ARR3 ART5 ASB16 ATF3 ATP1B2 ATP2A3 ATXN1 B3GLCT BNIP3 BZW2 C10orf71 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 ARK2N 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 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 CIMAP1C 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 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 MTCL2 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 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 AFG2A 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 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 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 VCF1 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 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 VCF1 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 MTCL2 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 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 ENSG00000224888 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 MTCL2 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 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 MTCL2 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 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 CIMAP1A CIMIP2A 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 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 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 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 FIRRM 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 MTCL2 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 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 CIMAP1C 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 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 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 SPMIP6 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 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 SPMIP6 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 ARK2N ARL4C ARPC2 ARRDC3 ATOH1 BCL6B BCL9 BDNF BLNK BRD4 BTLA BZW1 CABCOCO1 CALR CAPN6 CARMIL1 CCDC71L CD40LG CIMAP3 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 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 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 SPMIP6 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 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 SPMIP6 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 ANP32CP 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 CIMIP2A CLDN17 CLDN5 CLEC14A CLU COA8 CSNK2B CTNNA2 CUX1 CYB5R1 DDX39B DDX3X DLL1 DLX1 DNAL1 DPYSL3 EGR3 EIF4G1 ELOVL5 ENSG00000204117 ENSG00000255537 EP300 ERG ETV4 EXT1 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 IFT70B 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 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 ANP32CP 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 IFT70A IFT70B 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 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 DUSP13B 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 ARK2N ART5 ARX ATM ATP2B3 ATP6V0A4 BCAM BCAS3 BCL11B BEND6 BHLHE41 BLCAP BMP10 BTBD10 C12orf4 C12orf50 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 ARK2N ASCL4 BEST3 BMP7 C14orf119 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 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 SPMIP6 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 MTCL2 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 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 GASAL1 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 SPMIP8 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 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 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 SPMIP6 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 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 ENSG00000224888 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 SPATA31G1 SPATA32 SPATC1 SPEM1 SPMIP6 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 DUSP13B 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 ADGRF2P 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 CIMAP2 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 DUSP13B 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 GASAL1 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 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 DUSP13B 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 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 CIMAP1C 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 GASAL1 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 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 SPMIP6 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 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 SPMIP6 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 C2orf73 C3orf49 C3orf62 C4orf36 C6orf136 C6orf47 C6orf62 C8orf34 C8orf82 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 GASAL1 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 SPATA31H1 SPATA8 SPATS2 SPINK5 SPINT1 SPMIP6 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 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 SPMIP5 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 C1orf122 C1orf131 C5 C5orf64 C6orf62 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 CEP15 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 FIRRM 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 SPMIP6 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 CABP1 CACNA2D2 CACNA2D3 CALCA CCNF CDC42EP3 CDK14 CELF3 CEP15 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 SPMIP9 SRC SSBP3 STAG1 STAG2 SUPT6H TAFA1 TBX5 TENM3-AS1 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 CRIPTO 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 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 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 GASAL1 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 SPMIP6 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 C12orf50 C1orf105 C22orf31 C4orf17 C8orf17 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 SPMIP6 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 TOP6BL 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 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 SPMIP6 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 CCDC121 CCDC148 CCT7 CEP44 CFAP107 CHERP CHST14 CIPC CLASP1 CNST COX7A2 COX8A DPH3 EIF2S1 ERCC1 ERF FBXO15 FBXO8 FIRRM 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 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 SPMIP6 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 PPP3CA PRDM10 PRDM12 PRPF4 PRSS16 PTMA RAB11A RBM24 RFX4 RGL1 RNF43 RNF6 RO60 RPL41 RPRD2 RSBN1 SALL1 SAXO4 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 ARK2N 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 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 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 SPATA31H1 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 DUSP13B 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 SPMIP8 SRSF6 SS18 STEAP4 STK32C STX17 SULF1 SYMPK SYNE2 SYT16 TAFA1 TECTA TENM3-AS1 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 ANP32CP ANP32D AQP7 ARAP2 ARHGAP26 ARHGAP36 ARHGEF15 ARHGEF37 ARK2N 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 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 ARB2A 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 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 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 SPMIP6 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