ABBUD_LIF_SIGNALING_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABBUD_LIF_SIGNALING_1_DN AHNAK ALCAM ANKRD40 ARID1A BCKDHB C16orf89 CAPN9 CD24 CYFIP1 DCAF11 DDC EFNA2 ENPP2 FOXA2 GRIA2 HK2 HOXC9 ITGA6 KLRB1 LIMS1 MTSS2 OSTF1 PELI1 REXO2 STEEP1 SUCLA2 SYTL4 TSPAN7 ABBUD_LIF_SIGNALING_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABBUD_LIF_SIGNALING_1_UP ACAA2 ALDOC ANXA8L1 BCL3 CEBPB CXCL14 CYB561 ELF3 FBP1 FGG GPCPD1 GPX3 GRAMD2B HAS1 IL1R1 IRF1 KLF10 KNG1 LBP LCN2 LRG1 MAN1A1 MPO NMI PSMB8 PTPN1 RASA3 RGS4 RHOU RNASE2 SCT SOCS3 SQOR ST3GAL1 STAT3 TAPBP TMEM176A TMEM176B TNFRSF1A TSPAN4 UPP1 VWF XBP1 ABBUD_LIF_SIGNALING_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABBUD_LIF_SIGNALING_2_DN CGA CITED2 NALCN PITX2 PTHLH SCN1A ZNF280D ABBUD_LIF_SIGNALING_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABBUD_LIF_SIGNALING_2_UP ATP1B1 COL11A1 DAB2 DCN DIO2 EZR FGFR1 GPX2 JUNB NRP1 PFKP PPP2R2B PTPRO ABDELMOHSEN_ELAVL4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABDELMOHSEN_ELAVL4_TARGETS BCL2 CAB39 CASP3 CDC42 CDH2 DLG4 EIF2AK2 ITGA1 ITGB1 KCNQ2 KMT5A LEPROTL1 NCAM1 PARP1 RAB10 RHOA ABDULRAHMAN_KIDNEY_CANCER_VHL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABDULRAHMAN_KIDNEY_CANCER_VHL_DN ACTA2 ALDH1A1 ALDH3B1 ITGB3BP MPPE1 MTMR3 PALLD PJA2 RHOBTB1 SEC31A SNRPN STX11 UGT2B7 ABE_INNER_EAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABE_INNER_EAR APOD ATP1A2 C19orf53 CA14 CCS CLU COCH COL9A1 COL9A3 CRYM DDR2 FBXO2 FOXD1 HYI IGFBP6 ISLR LHFPL6 LRP1 MGP MIA MT3 NENF OTOR PLEKHB1 RAB1B RBP1 RPL21 RPL28 RPL32 RPL35 RPS11 RPS15 RPS5 S100A13 SELENOM UBA52 UBXN1 USH1C USP11 UTY VAMP5 WNK2 ZP2 ABE_VEGFA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABE_VEGFA_TARGETS A2M ANGPT2 BPI CD1B CDR1 EGR2 EGR3 HBEGF HERPUD1 MCM2 MRE11 PCTP PLPP3 PODXL PPY PTGS2 RCAN1 SLC4A7 THBD ABE_VEGFA_TARGETS_2HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABE_VEGFA_TARGETS_2HR APOE AURKC BPI CARS1 CD1B CDKN1A CDR1 CUX1 CYP1A1 DAPK3 EIF1 ELAVL4 HBEGF HERPUD1 LAD1 LDLR LINC02361 MCM2 NELFE NR4A1 PDCD1 PLPP3 POLR1G PPL PPY PRKCD PTGS2 RAPGEF1 RCAN1 SERPINB2 TKTL1 TNFRSF14 UPP1 XPO7 ZCCHC14 ABE_VEGFA_TARGETS_30MIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABE_VEGFA_TARGETS_30MIN ALAD APOE AURKC BRINP1 C2 CCN1 CD1B DUSP5 EGR1 EGR2 EGR3 ELAVL4 GZMK HBEGF HDC KRAS MCM2 MPG MYO7A NR4A1 PCDH17 PPY PTGS2 RCAN1 SCRN1 TAC1 TKTL1 TRIB1 VARS1 ABRAHAM_ALPC_VS_MULTIPLE_MYELOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABRAHAM_ALPC_VS_MULTIPLE_MYELOMA_DN CASP3 CCNB1 CD47 CDC37 CDK4 CDK5 CDK9 IL6ST MYC PSEN1 PSEN2 PTEN RELA TCF3 TGFB1 TP53 TXN UCHL1 XRCC4 XRCC5 ABRAHAM_ALPC_VS_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABRAHAM_ALPC_VS_MULTIPLE_MYELOMA_UP A2M APOE APP BCL6 BTRC CCND1 CD36 CD44 CDC25B CDKN1B CXCL12 DCN FAS FGFR1 HMOX1 IGFBP3 IGFBP5 JUN MAPK12 NFKB1 PDGFRB RARA RB1 RUNX2 SERPINA1 TNFRSF1A ABRAMSON_INTERACT_WITH_AIRE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ABRAMSON_INTERACT_WITH_AIRE C1QBP CAND1 CHD6 DDX17 DDX5 EFTUD2 GCN1 GEMIN5 H2AC6 H2BC17 H3-4 IPO7 KPNB1 LMNB1 MCM2 MCM5 MCM6 MSH2 MSH6 MYBBP1A NASP NOP56 NUP93 PABPC1 PARP1 PCNA POLR2A POLR2B PRKDC RANBP2 RANBP9 RUVBL2 SMC1A SMC3 SNRPB SNRPD3 SRSF1 SRSF2 SRSF3 SUPT16H TOP2A TRIM28 XPO1 XPOT ACEVEDO_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_DN ABHD10 ACAA1 ACACB ACAD11 ACADS ACADSB ACADVL ACAT1 ACAT2 ACCS ACOT12 ACOX3 ACP2 ADAMTSL2 ADH1A ADH4 ADI1 ADIPOR2 ADM AGMAT AGMO AGPAT2 AGT AGXT2 AIG1 AK3 AKR7A3 ALDH2 ALDH9A1 ALDOB ALKBH3 ALPL AMBP ANGPTL3 ANGPTL8 ANKRD33 ANKRD46 ANPEP ANXA10 APLNR APLP2 APOA1 APOA2 APOB APOF AQP12A ARFGAP1 ARG1 ARHGAP10 ARL6IP1 ARMC6 ARNT ASCL1 ASGR1 ASPDH ATF5 ATG101 ATOH8 ATP5F1A ATP6V1B2 ATXN2 AVPI1 AZGP1 BBOX1 BCKDK BCL2L13 BCO2 BGN BHLHE40 BOK C11orf24 C1RL C1orf115 C1orf162 C1orf50 C3 C5 C8A C9 CACNA1H CALM1 CAMK1 CAPN6 CCDC28A CCL16 CCN1 CCND1 CD81 CD99L2 CDA CDK9 CENPV CERS4 CERS6 CFAP410 CFHR3 CFI CHCHD10 CHD8 CHMP7 CHST7 CLDN2 CLDN3 CLUH CMBL CNDP1 CNNM3 COL6A1 COLEC11 COX4I1 CPEB3 CPED1 CRISPLD2 CROT CRP CSK CSRNP1 CTSB CTSF CXCL16 CXXC5 CYGB CYP1A2 CYP2C8 CYP2E1 CYP39A1 CYP3A43 CYP4A11 CYP4F22 DCAF8 DCPS DCUN1D3 DECR1 DEFB1 DERA DGAT1 DGAT2 DHRS1 DHRS7 DIAPH1 DIS3L DMAP1 DNAJA1 DNMT3L DPT DPYS DUSP5 DYNC1H1 DYNC1LI2 DYNLL2 EBPL ECHS1 EEF2 EGR1 EIF2AK1 EIF5A ELP3 ENDOG ENKD1 ENO1 ENO3 ENTPD5 EPHA2 EPHX2 ERLIN1 ESPN ESR1 ETS2 EVL EXOSC6 EZR F12 F7 F8A1 F9 FAAH FAHD2B FAM32A FASN FBP1 FCN3 FERMT2 FGA FHIP1B FITM1 FKBP4 FMO3 FN3KRP FOS FOSB FOXD4L4 FST FTCD FUCA1 FUOM FURIN GATM GCGR GHR GJB1 GJB2 GLRX5 GLUD1 GNA11 GNPTG GOT2 GPAT3 GPD1 GRAMD2B GSDMB GSE1 GSTP1 GTF2E2 H3-3B HADH HADHA HAMP HAPLN4 HBA1 HDAC6 HDHD2 HEBP2 HGFAC HIPK2 HMGCL HMGCR HMGCS1 HOGA1 HOOK1 HSBP1 HSD3B7 HSPA5 ICAM3 ID2 IDH2 IDNK IER3 IFNAR1 IGF2 IGF2R IGFALS IGFBP3 IGFBP4 INHBE INMT INSIG2 INTS10 IRF1 IRF8 IRX1 ITCH ITIH1 ITIH2 JMJD8 JUND KANK4 KAT6A KCNJ10 KDM8 KHSRP KIAA2013 KIF13B KLF2 KLHL36 KLKB1 KMO KNG1 KRT8 KYNU L2HGDH LAMP1 LCAT LDHA LDLR LECT2 LHPP LINC01554 LONP1 LPCAT3 LRP5 LRRC28 LTBR LY6E LYRM1 MACROD1 MAMDC4 MAN2B2 MAP7 MAPRE2 MARCHF6 MASP2 MAT1A MFN2 MICU1 MIDEAS MLLT3 MLPH MPC1 MPDU1 MPND MRM3 MRPL53 MRPS2 MSRA MT1A MT1B MT1F MT1G MT1M MT1P3 MT1X MT2A MTFR1L MTRF1 MVK MXRA5 MYO10 MYOM2 NADK NAP1L4 NAT2 NCLN NCOA4 NDEL1 NDFIP2 NDRG2 NDUFB8 NEK6 NFKBIA NMT1 NNMT NOCT NOP14 NOP53 NR4A2 NRDE2 NTHL1 NUCB1 NUDT14 OAF OAT OGDHL ORM1 PAF1 PAFAH2 PAM16 PBX3 PCBP2 PCMT1 PCNX1 PCOLCE PCYOX1 PDXK PEPD PEX11G PGM2 PGRMC2 PHF13 PHGDH PHKA2 PHLDA1 PINK1 PLA2G2A PLEK2 PLEKHG3 PLG PLIN2 PLOD1 PLPBP PLSCR4 PMPCA PNPLA7 POLE PON1 PPARGC1A PPFIBP2 PPP1R13B PPP1R15A PPP2R2A PRG4 PRKAG2 PRNP PRODH2 PSMA2 PSMB10 PSMC1 PSMF1 PTH1R PTMS PWWP3A PZP RAB26 RACK1 RAP1GAP RCL1 RCN1 RDH16 RDH5 REEP6 RELN RETSAT RGL1 RITA1 RND3 RNF115 RPF2 RPL12 RPL3 RPUSD4 RXRA SAA4 SAMD4A SAP18 SARAF SARS2 SCD SCYL1 SDC4 SDHAF2 SDHB SEC14L4 SECISBP2L SELENOO SELENOW SERBP1 SERPINA10 SERPINA5 SERPINA6 SERPINE1 SERPINF1 SERPINF2 SERTAD1 SFXN1 SFXN5 SGPP1 SH3BGRL2 SHBG SHFL SHMT1 SHMT2 SIDT2 SIRPA SKAP1 SLC10A1 SLC13A5 SLC19A3 SLC20A1 SLC22A1 SLC25A10 SLC25A11 SLC25A23 SLC25A47 SLC2A2 SLC35A1 SLC39A14 SLC6A12 SLC7A5 SLC8B1 SMIM14 SNAPC4 SOD1 SPP2 SRD5A1 SRF SRSF5 SRSF6 STAB1 STAP2 STK11 SYNJ2BP TAF6L TBL1X TCEA3 TCF25 TCIM TENT5A TERF2IP TFF3 TGDS THOC2 THOP1 THRSP TKFC TM7SF2 TMBIM6 TMEM256 TMEM30B TMEM82 TMEM86B TMEM97 TMPRSS6 TNFRSF14 TNFRSF1A TNFRSF1B TOLLIP TOR3A TP53INP1 TPCN2 TPRG1L TPT1 TRAPPC2L TRAPPC6A TRIB1 TRIB3 TRIM44 TRIP6 TRIR TSHZ2 TSPAN9 TTR TUBGCP2 UBALD1 UBE2J1 UBXN6 UPB1 URGCP VARS2 VAV2 VNN1 VPS26B VPS37B VPS9D1 VTA1 VTN WDR72 WFS1 XPNPEP2 ZBED1 ZBTB48 ZCCHC14 ZDHHC14 ZFP36 ZFPM1 ZG16 ZNF180 ZNF330 ZNF395 ZNHIT1 ZSWIM8 ZYG11B ACEVEDO_LIVER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_UP AASDHPPT ABCB1 ABCB10 ABCB11 ABHD15 ABHD16A ABHD3 ABHD5 ABLIM3 ACBD3 ACBD6 ACLY ACP1 ACSM5 ACTL6A ACTR3 ACTR6 ADAM15 ADAT1 ADGRF5 ADIPOR1 ADPRM AFF4 AHCTF1 AHSA2P ALG14 ALG6 AMDHD1 ANAPC10 ANAPC13 ANGEL2 ANKMY2 ANKRD49 ANXA2R AOPEP AP1S2 AP3S1 APAF1 APIP APOLD1 AQP11 ARF3 ARHGAP12 ARHGAP19 ARL2BP ARL8B ARMC7 ARPC5 ARPP19 ARV1 ASAP2 ASF1A ASPM ASXL2 ATAD1 ATF6 ATL2 ATOSA ATP6V0E1 ATP6V1A ATXN1 AUH AURKA AVEN B2M BAG3 BAIAP2L1 BBX BCAT2 BET1 BFAR BLOC1S5 BLVRA BLVRB BMI1 BOLA1 BPNT2 BRK1 BTAF1 BTG3 BTN3A2 BZW2 C14orf93 C18orf21 C1orf131 C1orf35 C1orf54 C4orf33 C6orf226 C6orf62 C7orf25 C7orf50 C8orf33 CALML4 CALU CANT1 CAP2 CARD10 CASK CAVIN3 CBLB CCDC117 CCDC167 CCDC51 CCDC91 CCL5 CCNA2 CCNG1 CCT3 CD2 CD46 CD74 CD9 CD93 CDC16 CDC20 CDC5L CDH5 CDK12 CDK5 CENPN CES1 CETN2 CFHR1 CFHR2 CFHR4 CFHR5 CHCHD1 CHCHD3 CHKA CHMP1B CHMP2B CHMP5 CHTOP CIAPIN1 CISD1 CKB CKLF CKS1B CKS2 CLDN7 CLDND1 CLEC3B CLP1 CMC1 CMSS1 CNEP1R1 CNIH4 CNPY3 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COMMD10 COMMD2 COPA COPB2 COPS4 COX7B CPE CPQ CPVL CREBBP CSTF2 CTCF CTSH CTSO CUL5 CUL9 CWC27 CWF19L2 CXCL10 CXCL9 CXorf38 CYB561D2 CYBRD1 CYP3A5 CYP51A1 CYSTM1 CYYR1 DAD1 DARS2 DCAF12 DCP2 DCTN4 DDX21 DDX27 DENND5A DERL1 DESI2 DHX15 DHX16 DHX29 DHX35 DHX36 DISP1 DMTF1 DNAAF2 DNAJB1 DNAJC14 DNAJC19 DNM1P46 DNMT1 DOCK10 DOK4 DPH3 DPH5 DPM1 DROSHA DSN1 DTL DTWD1 DTYMK DUSP12 DUSP23 DVL3 DYNLRB1 DYNLT3 EAF1 EDEM2 EEF1E1 EIF1B EIF2B2 EIF3H EIF4A3 EIF4ENIF1 ELOC ELOVL5 EML2 ENOPH1 ENOSF1 EPRS1 EPSTI1 ERGIC2 ERLEC1 ESM1 ETNK2 ETS1 EXOSC3 EXOSC4 F11R F13B FABP4 FADD FAM120AOS FAM162A FAM222B FAM83D FAM98A FARS2 FAT1 FBXO28 FHIP2A FIP1L1 FKBP11 FKBP5 FNDC3B FNDC5 FOCAD FOXC1 FOXQ1 FRS3 FRZB FUNDC1 GADD45GIP1 GAK GBA1 GBP2 GBP4 GET1 GGCX GGH GGPS1 GIMAP5 GIMAP7 GINS2 GLB1 GMFB GMFG GMNN GMPS GNA13 GNAI3 GNG10 GNG11 GNG5 GNPAT GOLGA4 GOLPH3L GOLT1B GON7 GORASP1 GPAA1 GPBP1 GPC3 GPKOW GPR137B GPRASP2 GPX7 GRN GRPEL2 GSKIP GSTA4 GTF2H4 GTF2IRD2 GTF2IRD2B GTF3C2 GTF3C6 GTPBP4 GYPC H1-2 H2AC18 H2AC20 H2AC6 H2AX H2AZ1 H2BC12 H2BC12L H2BC21 H3-5 H4C14 HARS2 HBP1 HCFC1 HCP5 HDAC2 HEATR1 HERC6 HES1 HEXD HEY1 HGH1 HIGD1A HLA-B HLA-C HLA-DRA HLA-E HLA-F HLF HMGB1P1 HMGB2 HMGN4 HNRNPH3 HNRNPR HOMEZ HPF1 HSD17B11 HSP90AB1 HSPA14 HSPA1A HSPA1B HSPB1 HYOU1 IARS2 IDI1 IFI27 IFI44 IFIT2 IFT25 IFT74 IGBP1 IGFBP7 IK IL32 ILF2 IMMT IMPA1 INIP INTS8 IPO4 IPO9 IQGAP1 IRAK1 IRAK2 IRF6 IRF9 IRS2 IRX3 ISCA1 ITFG1 ITGAV ITPR2 JAM3 JARID2 JCHAIN JKAMP JPT1 KANK2 KANSL1 KATNB1 KATNIP KCNK5 KCTD3 KDELR2 KDM3B KDM5B KHDC4 KHDRBS1 KIDINS220 KIF1C KIFAP3 KIFBP KIFC2 KLF13 KLF15 KLHDC9 KLHL12 KLHL2 KLHL20 KLHL9 KPNA2 KPNA3 KPNB1 KRT222 KXD1 LAMB1 LAMTOR3 LANCL1 LAP3 LAPTM5 LARP7 LCMT2 LCN2 LCOR LCP1 LIAT1 LINC00467 LIPA LIX1L LLPH LMAN2 LMBR1 LMO2 LPGAT1 LRATD2 LRP10 LRP11 LRRC14 LRRC42 LRRC59 LRRC8D LSM1 LSM3 LTN1 LYAR LYPLAL1 LYSMD2 LYZ MAFB MAN1C1 MAOB MARCHF2 MARCKS MARS1 MARVELD2 MBIP MBL2 MCFD2 MCM3 MCM4 MCTS1 MDC1 MED7 MET METTL13 METTL25B METTL3 METTL5 MFAP1 MFSD1 MFSD14B MGP MICA MICU2 MIF4GD MINPP1 MIS18A MKRN2 MORF4L2 MPLKIP MPV17 MPV17L MR1 MRPL13 MRPL44 MRPL50 MRPL51 MRPL9 MRPS23 MRPS28 MRPS33 MRPS7 MS4A7 MSANTD3 MTERF3 MTFR1 MTMR6 MTPN MTRFR MTSS1 MTX3 MUC13 MYLIP MYNN MYRIP NAA10 NADK2 NAGS NAT8B NBAS NCBP2 NCKIPSD NCOA6 NDUFA4L2 NDUFB5 NEDD8 NFE2L2 NFIA NGLY1 NIPSNAP2 NISCH NMD3 NOC3L NOL7 NPC1 NQO2 NR2C2AP NRAS NRBP2 NSMCE2 NT5E NTAN1 NTPCR NUCB2 NUDCD2 NUDT16L2P NUP133 NUP153 NUP205 NUSAP1 OARD1 OCRL OPRPN ORC3 OSGIN1 OSTC P4HA2 PAK1 PALLD PAPSS1 PAQR9 PARP1 PCED1A PCTP PDCD7 PDE12 PDGFC PDGFRB PDIA6 PECAM1 PEX1 PEX19 PEX2 PGAM4 PHAX PHF23 PHF3 PHIP PHLDA3 PHPT1 PIAS1 PIEZO2 PIGB PIGC PIGR PIGT PIK3IP1 PIM2 PIR PKP2 PLA2G4C PLCG1 PLCL2 PLGRKT PLS3 PLVAP PMF1 PMS2P5 PNN POLD4 POLR2J3 POLR3E POLR3F PON2 POTEKP PPIAL4A PPIC PPID PPL PPP1R16A PPP2R5A PPT1 PRC1 PREPL PRICKLE4 PRKAB1 PRKAB2 PRKAR1A PRKCH PRKD2 PRODH PRPF18 PRPF3 PRRC1 PRRC2C PSMA6 PSMB8 PSMD10 PSMD14 PSMD2 PSMD6 PSME3IP1 PSMG1 PTBP2 PTBP3 PTGES3 PTP4A1 PTPN12 PTTG1IP PUM3 PURA PYCR2 PYGB RAB18 RAB33B RAB3IP RAB4A RAC2 RAMP1 RANBP6 RAP2A RB1CC1 RBBP5 RBBP7 RBM34 RBM47 RBM6 RBMX RBP7 RBPMS2 RBX1 RCN2 RDH14 RDX RFC4 RFX5 RGS1 RGS5 RHEB RHOBTB3 RIC8B RIMOC1 RIN2 RMDN1 RMI1 RMI2 RNASE1 RNASEH2A RNF26 RNH1 ROCK2 RPA3 RPF1 RPL13A RPL14 RPL17 RPL23 RPL23A RPL7 RPL7A RPLP1 RPN2 RPS27A RPS7 RRM2B RRP12 RRP15 RRP36 RSRC1 RSRP1 RTCA RTL8C RTRAF RUNDC1 S100A10 S1PR1 SAP30L SAR1A SBDS SCML1 SCNM1 SCOC SCYL2 SDCBP SDF2 SDHC SEC11C SEC13 SEC23IP SELENBP1 SELENOF SEMA3B SENP2 SEPHS1 SEPTIN11 SERP1 SERPINB1 SERPINH1 SERTAD2 SF3B6 SH3D19 SH3GL1 SHLD2 SHROOM3 SIMC1 SIRT7 SKIC3 SLC17A3 SLC17A4 SLC1A3 SLC25A14 SLC25A46 SLC26A6 SLC29A3 SLC2A10 SLC30A1 SLC30A10 SLC33A1 SLC35E3 SLC35F6 SLC36A1 SLC38A9 SLC39A8 SLC49A4 SLC4A1AP SLC50A1 SLC51A SLC9A6 SLCO2A1 SLU7 SMAP2 SMARCA1 SMARCC1 SMARCE1 SMC3 SMNDC1 SMYD3 SNAPC3 SNRNP40 SNRPC SNX2 SNX4 SORT1 SOWAHA SOX18 SP2 SPA17 SPARC SPARCL1 SPCS1 SPDYE3 SPNS1 SPPL2A SRGN SRP19 SRP54 SRP72 SRPK1 SRRD SRXN1 SSC4D SSR1 SSR2 STAG2 STAMBPL1 STC1 STRBP STT3B STXBP6 SUB1 SUMF2 SUMO2 SUN1 SWAP70 TAF12 TAF7 TAGLN2 TALDO1 TAP1 TARBP1 TATDN1 TBC1D2 TBCK TCFL5 TCHP TCN2 TDRD7 TEAD2 TESK1 TFB2M TFG TFIP11 THY1 TIGD5 TIMM10 TIMM29 TIMM8A TINF2 TIPRL TJP1 TK1 TM2D1 TMCO1 TMED10 TMED5 TMED7 TMEM109 TMEM126B TMEM14A TMEM14B TMEM14C TMEM167B TMEM183A TMEM199 TMEM209 TMEM245 TMEM248 TMEM37 TMEM38B TMEM9 TMT1A TMTC4 TOM1L1 TOPBP1 TOR1AIP1 TOX4 TP53BP2 TRAM2 TRAPPC4 TRIM2 TRIM22 TRIM27 TRIM38 TRIP12 TRIP4 TRIT1 TRMT1L TRMT61B TSC22D2 TSEN15 TSNAX TSPAN14 TSPAN8 TSR3 TTC27 TTC32 TUBA1A TUSC2 TUT1 TWF2 TXNL1 TXNRD1 TYMP TYMS TYMSOS UAP1 UBA3 UBA6 UBD UBE2N UBE2Q1 UBE2Q2 UBE2S UBE2T UBE2V2 UBE3C UBLCP1 UBQLN2 UCHL5 UCK2 UFC1 UIMC1 UPF3A UQCC4 UQCRB UQCRC2 UQCRH USB1 USP13 USP3 USP30 USP34 USP8 UTP14C UTP3 UVRAG VAMP5 VAMP7 VBP1 VIM VOPP1 VPS25 VPS26A VPS35 VPS45 VPS8 VWF WARS1 WASHC5 WDCP WDR11 WDR13 WDR26 WDR41 WIPI1 WSB2 XPO1 XPOT XPR1 XRCC1 XRCC6 XXYLT1 XYLT2 YAE1 YEATS2 YIPF4 YPEL5 YRDC YTHDF2 YTHDF3 YWHAG ZBTB33 ZBTB4 ZBTB9 ZCCHC9 ZDHHC11 ZDHHC23 ZFAND1 ZFP36L1 ZFR ZFYVE26 ZHX2 ZMYM6 ZNF106 ZNF212 ZNF217 ZNF277 ZNF329 ZNF467 ZNF544 ZNF581 ZNF7 ZNF791 ZNF83 ZNFX1 ZPR1 ZSCAN16 ZSCAN18 ZSCAN32 ZXDB ZXDC ACEVEDO_LIVER_CANCER_WITH_H3K27ME3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_WITH_H3K27ME3_DN ACTR3BP2 ACTRT1 ADAMTSL3 AGTR1 AJUBA ALPK2 ANKRD12 ANKRD29 ANKRD36B ANKRD36C ANKRD42 ANLN APCS APOL2 ATP23 ATP8A2 BMP4 BMS1P20 BTBD3 CCDC81 CCT8L2 CD44 CDKN2A CDKN2A-AS1 CELF3 CHD9 CHST15 CHST4 CMTM2 CNTRL COCH COL18A1 COL27A1 CPLX2 CRMP1 DHRS7 DTNA DTWD1 DUXAP10 E2F7 EIF3C FAM170B FAM197Y2 FAM217A FAM227B FAM89A FLJ36000 FOXJ2 FRG1 FRG1BP FRMPD4 FSIP1 GGN GOLT1B GP5 GPC6 GRIK2 GRPR H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC4 H2AC8 H2BC10 H2BC11 H2BC12 H2BC17 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H3-7 H3C14 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAUS7 HERC2P4 IGSF3 INSM2 IZUMO1 KATNAL2 KCNC4 KCNIP1 KIAA1143 KIF15 KRTAP19-7 KRTAP20-1 KRTAP6-1 LAMA3 LGALS3 LINC01002 LYST MATCAP2 MBTPS2 MKRN9P MORF4L2 MRPL1 MTCL2 MYF6 NBPF1 NBPF11 NBPF14 NBPF15 NCLN NMI NOMO1 NOMO2 NOMO3 NPRL3 NSD2 NTRK3 NUCB2 OR10J5 OR10S1 OR4A15 OR4C13 OR4C16 OR4K13 OR4K15 OR4K2 OR4K5 OR4M1 OR4M2 OR4N2 OR4Q3 OR5D14 OR5L2 OR5T3 OR8H2 PCDH11X PCDH11Y PCDHGA10 PCDHGA11 PCDHGA6 PCDHGA7 PCDHGA8 PCDHGA9 PCDHGB3 PCDHGB4 PCDHGB5 PCDHGB6 PCDHGB7 PCDHGC3 PCDHGC4 PCDHGC5 PDE4DIP PDGFRB PFN1P3 PHGDH PIK3C2B PLCB4 PLEKHH3 PLP2 PNCK POLR3H POMP PP2D1 PPP1R14A PPP1R16B PRG4 PROX1 PRPF39 RALY RAPGEF4 RBFOX1 RCAN2 RECQL RHPN2 RNF185 RUNX1 SATB2 SCFD1 SCN8A SCUBE1 SERPING1 SHISA4 SHISA6 SLC51B SLC6A10P SOHLH2 SPG21 STK32B TDH TEX56P TMEM119 TMEM121 TMEM132C TNFSF4 TP53TG3 TPTE2 TREX2 TSHZ2 TSPY1 TSPY2 TTC6 TTC9 TUB TYRO3 ULK1 USH1C YAP1 ZDHHC11 ZFHX3 ZFHX4 ZNF461 ACEVEDO_LIVER_CANCER_WITH_H3K27ME3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_WITH_H3K27ME3_UP ADGRF1 ADGRF2P ADGRF4 ADGRF5 ADGRV1 AGR2 AGTR2 AIM2 AKT3 ANGEL1 ANGPTL5 AREG ARHGAP10 ARHGDIB AWAT2 B3GALT5 BICD1 BMPR1B BTC C1GALT1C1 C3orf52 C6orf141 C9 CACNB2 CALD1 CCDC141 CCDC172 CCR9 CDH12 CELF2-AS1 CEP126 CHRM3 CHST2 CLCA1 CLEC12A CLEC7A CMKLR2 COL19A1 COL1A2 COL3A1 COLEC12 CPB1 CR1L CRB1 CREB5 CRISP2 CRISP3 CSAG3 CSAG4 CSRNP3 CSTF2 CTNNA3 CXCL1 CYP2E1 CYTIP DCDC1 DCUN1D5 DEFB126 DEFB129 DLC1 DNASE2B DOCK8 DSC3 DYNC2H1 EDDM3A EDDM3B ELMOD1 ENDOD1 ENPP6 ENTHD1 ENTREP1 ESRP1 EZHIP F11 FAM47C FAM9A FMN2 FRAS1 FUT8 FZD1 FZD8 GABARAPL2 GADL1 GAPT GCG GDF3 GLRB GMPR GNPDA2 GPBP1L1 GPR119 GPRIN3 GRM8 GSDMC GSDME GSPT2 GUCY1A1 GUCY2C HAUS5 HAVCR2 HECW2 HOMER1 HSBP1 HSFX1 HSPB3 HSPD1 HTR7 IFNA1 IFNA13 IFNA6 IFNL1 IGSF1 IKZF1 IL1RL1 IL6 IL6-AS1 INSL5 IPCEF1 ITIH5 KCNK2 KDM4D KIAA1217 KIF5C KL KLHL41 KLRC4 KLRK1 LCA5 LHFPL1 LIMCH1 LINC00305 LINC02210 LMO2 LPAR3 LRCH2 LRRC8C LYSMD2 MACROH2A2 MAGEA2 MAGEA2B MAGEA9 MAGEB1 MAGEB2 MAGEB3 MAGEB4 MAGED1 MAGEH1 MARCO MARK1 MAST4 MBOAT2 MCOLN3 MCU MGA MGP MIR17HG MIR99AHG MLLT3 MMP27 MMP8 MPP1 MSRB3 MTX3 NAV3 NCALD NFIB NOP10 NTF3 NUTM1 OAT OCA2 OPHN1 OR10A7 OR2H1 OR2T27 OR2T35 OR4D6 OSBPL10 OSMR PALLD PAM PBX1 PDE1A PDE6H PDZD2 PELI2 PES1 PIK3CG PKHD1L1 PLA2G2A PLBD1 PLPPR4 PLSCR2 PNLIP POU2AF2 POU6F2 PPP1R42 PRIM2 PRKACG PRKAR2B PRKCQ PRKD1 PRKY PRMT2 PRNP PRPS1L1 PRTG PSME3IP1 PTEN PTENP1 PTPRR PWWP3B QSOX1 RBPMS RHAG RNASE1 RNASE6 RNASE9 RPL35P1 RTL5 RTL9 SATB1 SCAND3 SCIN SCN11A SDHAF3 SDK1 SELP SEMA3C SEMA6D SERPINB11 SERPINB12 SERPINB13 SERPINB2 SLC12A6 SLC16A9 SLC1A3 SLC35F2 SMAD9 SMIM3 SPACA7 SPIRE1 SPMIP4 SPP2 SPRED1 SRI SSBP2 SSX7 ST18 STEAP4 STK26 SULF1 SV2C SYCP2L SYT14 TANC2 TBC1D30 TCF3 TENM3 THEMIS TINAG TLR2 TLR8 TMEM144 TMEM243 TMEM71 TMOD2 TMPRSS11B TMPRSS11E TMPRSS7 TMSB15A TNIK TOMM7 TOX TSGA13 TTN TYR UBE2G2 USP51 VWDE WDR64 XAGE2 XAGE5 YBX3 YTHDC1 ZBTB46 ZNF311 ZNF471 ZNF624 ZNF827 ACEVEDO_LIVER_CANCER_WITH_H3K9ME3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_WITH_H3K9ME3_DN AAGAB AHCYL2 ANKRD36 ANXA2R ANXA2R-AS1 BCLAF3 BMX BTBD7 BTBD8 C4orf33 C7orf33 CA8 CAPNS2 CCL28 CDCA2 CEP112 CEP128 CEP350 CFAP69 CFH CFHR3 CLUL1 DGKH DRAM1 DYSF ENAM GFPT1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC4 H2AC8 H2BC11 H2BC12 H2BC15 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HMGN4 HOXA1 HOXA13 HOXA7 HOXC11 IQUB ISL2 KDM5B KIF15 KIF20B KITLG KLHDC1 LCT LINC01551 MBTD1 MID1 MMS22L MTHFD1L MYBL1 NCAPG2 NCF2 NECAP1 NSF NUP210L NUSAP1 OSBPL1A PIWIL1 POLE2 PTH2 PTPDC1 PTPN22 QTRT2 RAB25 RALGAPB REXO5 SCG5 SLC12A8 SLC24A1 SLC25A12 SLC26A2 SLC26A8 SLC28A2 SPATS2 SQSTM1 ST6GALNAC1 TBC1D31 TMEM219 TMEM237 TOX3 TPM1 TRAPPC9 TUBB4B UBE2Q2 USP39 UTP20 VSTM1 VSX2 VTN ZIC2 ZNF134 ZNF185 ZNF30 ZNF385B ZNF563 ZNF613 ACEVEDO_LIVER_CANCER_WITH_H3K9ME3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_CANCER_WITH_H3K9ME3_UP ABCA13 ABCB5 AK5 AMOTL1 ANGPTL5 ANK2 ARHGAP18 ARMC3 B3GNT2 BMPER C5orf64 CA1 CACNB2 CALCR CAPN13 CCDC54 CDY1 CDY1B CDY2A CDY2B CEP126 CIMAP1A CIMAP3 CLIC1 CLNK CLRN1 CPQ CRLF2 CRTC1 CYP2E1 DCLK3 DNASE2B EBF4 ELOVL7 ENOX1 EVA1C FAM170A FAT3 FOXN2 FRMPD2 FYB1 GALNT5 GNG2 GPS1 GTF3C2 HERC2P2 HERC2P9 IGSF11 INTU IPCEF1 IRF2 KCNK2 KCNMB2 KLHL2 KRT10 KRT20 KRTAP13-1 KRTAP3-3 KRTAP9-3 KRTAP9-9 LAMB4 LIMCH1 LINC00305 LINC00907 LINC00994 LPAR3 LRRN1 LTC4S MAB21L4 MAGEH1 MAML2 MEP1A MGAM MINDY3 MITF MLF1 MME MMP13 MS4A3 MSH5 MYO16 NAP1L2 NCALD NEB NOVA1 NRAP NRXN3 NSMF OR2F1 OR2F2 OR6W1P ORAI2 OTULINL PBDC1 PGBD1 PKHD1 PLBD1 POU6F2 PPP2R3A PRB3 PRY PRY2 RARA RFNG RGS7BP RIT2 RPE65 RPL13AP17 RPL35P1 SAPCD1 SCGB1C1 SEMA6D SERPINB3 SERPINB4 SETD5 SIPA1L2 SIRT1 SLC35F2 SLC9C1 SMCP SNHG17 SPATA6 SPRR1A SULT1C2 THEMIS TLR2 TMEM108 TMEM192 TNFSF12 TNFSF12-TNFSF13 TNFSF13 TRPM2 UPK1B VCAN VWDE WDR64 ZC2HC1A ZDBF2 ZPLD1 ACEVEDO_LIVER_TUMOR_VS_NORMAL_ADJACENT_TISSUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_TUMOR_VS_NORMAL_ADJACENT_TISSUE_DN A2M ABCB7 ACAA1 ACADS ACADVL ACBD4 ACCS ACOX3 ACP2 ADAMTSL2 ADRA1B AFM AGMAT AIG1 AKR7A3 ALDOB ANGPTL8 ANKRD33 ANPEP AQP12A ARG1 ARHGAP10 ARMC6 ASB1 ASPDH ATF5 ATG14 ATOH8 ATP6V1B2 AVPI1 AXL AZGP1 B4GALT4 BBOX1 BGN BHLHE40 C11orf24 C1RL C2orf42 C3 C7 C9 CCAR1 CCND1 CD68 CDA CDH2 CDHR2 CERS4 CFAP410 CFLAR CHMP7 CHPF CHST4 CHST7 CLUH CNNM3 COLEC11 CPED1 CROT CSRNP1 CTSD CXXC1 CYFIP2 CYP1A2 CYP2C9 CYP2E1 CYP3A5 CYP3A7 DCPS DCUN1D3 DEFB1 DENND4C DEPP1 DGAT2 DLST DNASE1L3 DPT DUSP5 ECHS1 EGR1 EIF2S1 ENO3 ENTPD5 EPHA2 EPHX2 ERLIN1 ETS2 EVC2 EZR F12 F9 FAAH FAHD2B FAM99A FBP1 FCN3 FGL1 FHIP1B FOS FOSB FRG1 FTCD GADD45G GCGR GCKR GHR GLUD1 GPD1 GRAMD2B GSDMB GSDME HADHA HAMP HDAC6 HDHD2 HGFAC HMGCL HOGA1 HOOK1 HSBP1 IDO2 IER3 IGF2 IGFALS IGFBP3 INHBE INMT INTS6 IRF8 ITIH3 JAML JUND KAT6A KIAA2013 KLKB1 KRCC1 LCAT LECT2 LIPG LRRC75B LRRFIP1 LTBP4 LY6E LYRM1 MACROD1 MAGT1 MAN2B2 MAP2K7 MARCHF6 MBD3 MFAP4 MFN2 MFSD2A MINDY3 MLXIPL MT1A MT1F MT1G MT1M MT1P3 MT1X MT2A MTTP MXRA5 MYCBP2 MYO10 MYO7A MYOM2 NAT2 NDRG2 NOCT NOP14 NR0B2 NR4A2 NRDE2 NSMF NUCKS1 OCIAD1 OGDHL PAQR7 PCMT1 PCNX1 PDSS2 PEX11A PEX3 PGGHG PHGDH PHKA2 PIEZO1 PINK1 PLEKHG3 PLG PLIN2 PLXNB1 PMPCA PNMA3 PNMA6A PNPLA7 PON1 PPARGC1A PPIG PPP1R15A PRNP PROC PROZ PTH1R PVR RAB17 RAB26 RAB33B RAB3IL1 RAP1GAP RBM25 RCN1 RDH11 RELN RGL1 RGS2 SAA4 SARAF SCNN1D SEC14L1 SELENOW SERPINA5 SERTAD1 SETDB2 SH2D4A SH3TC1 SH3YL1 SHBG SHFL SKAP1 SLC15A1 SLC19A3 SLC22A1 SLC25A37 SLC25A47 SLC7A5 SNORC SPINT2 SPIRE1 SPP2 SPTBN5 STAB1 STAB2 SYMPK SYNJ2BP TBPL1 TCF25 TCIM TENT5A TERF2IP THRSP TKFC TMEM30B TMEM86B TNFAIP8L1 TNFRSF21 TNPO3 TRIB1 TRIP6 TRPM8 VAMP8 VIPR1 VKORC1 VNN1 VPS37B WDR72 ZBTB48 ZNF148 ZNF395 ZNF593 ZSWIM8 ACEVEDO_LIVER_TUMOR_VS_NORMAL_ADJACENT_TISSUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_LIVER_TUMOR_VS_NORMAL_ADJACENT_TISSUE_UP AARS2 ABHD16A ABHD5 ACBD3 ACBD6 ACE2 ACLY ACOT9 ACP1 ACTL6A ADAMTS4 ADAT1 ADGRF5 ADGRV1 ADIPOR1 AFF4 AFG2B AHCY AIF1L AKR1C3 ALG14 ALG1L1P AMDHD1 AMZ2 ANAPC10 ANKMY2 ANKRD49 ANO6 ANXA2R AP1S1 AP3B1 AP3S1 APEX1 APEX2 APIP APOLD1 AQP11 ARF3 ARFGAP3 ARHGAP12 ARHGAP19 ARL1 ARL2BP ARPP19 ARSA ARV1 ASAP2 ASPM ATAD1 ATG3 ATP1B1 ATP23 ATP2A2 ATP6V0C ATP6V0E1 ATRN AURKA BBX BCAT2 BFAR BIVM BLVRA BMI1 BOLA1 BORCS7 BPNT2 BTF3 BTG3 BTN3A2 BZW2 C12orf57 C14orf93 C16orf87 C1QBP C1orf131 C1orf198 C1orf35 C1orf53 C1orf74 C6orf226 C6orf62 C7orf25 C8orf33 CANT1 CANX CAP2 CASK CBX7 CCDC107 CCDC117 CCDC167 CCDC51 CCDC71 CCDC91 CCL5 CCNA2 CCT2 CCT8 CD59 CD9 CD93 CDC20 CDC42EP4 CDC5L CDH5 CDK2AP2 CDK5 CDR2 CENPN CENPX CES1 CETN2 CFHR1 CFHR5 CHAMP1 CHCHD1 CHMP1B CHMP5 CHPT1 CKAP4 CKLF CKS1B CKS2 CLN3 CLP1 CMC1 CMSS1 CNEP1R1 CNIH1 CNIH4 CNN3 CNPY3 COA4 COL1A1 COL4A1 COL5A2 COMMD3 COP1 COPA COPB2 COPE CORO1B COX6A1 COX7A2 CPNE8 CPQ CPVL CREB3L2 CRIPT CRKL CRY1 CSTB CSTF2 CTCF CTR9 CUEDC2 CUL2 CXCL9 CYBC1 CYBRD1 CYP2A7 CYP4F2 CYSTM1 CYYR1 DAD1 DARS2 DCAF12 DCTPP1 DDAH2 DDX21 DDX46 DEGS1 DENND10 DENND5A DENND5B DEPTOR DESI1 DHX16 DHX29 DHX35 DMAC2L DNAJB11 DNAJC14 DNAJC19 DNAJC9 DNMT1 DOCK1 DOCK10 DOLK DPCD DPH3 DPH5 DPY30 DRAM1 DRG1 DROSHA DSN1 DTL DTYMK DUSP12 DVL3 DYNLL1 DYNLRB1 EARS2 EEF1E1 EFL1 EFNB2 EIF1B EIF2A EIF2B1 EIF2D EIF3F EIF3J EIF3M EIF4A3 EIF4ENIF1 EIPR1 ELOC ELOVL6 EMC4 ENOPH1 EPHX1 EPM2AIP1 EPRS1 ERLEC1 ESF1 ETF1 ETNK2 EXOSC3 EXOSC5 F13B F5 FABP4 FADD FAM120AOS FAM174A FAM20B FAM219B FAM83D FARS2 FAT1 FGGY FKBP11 FKBP5 FLOT1 FOXC1 FOXQ1 FRAT2 FRS3 FZD4 GABARAPL2 GALNT18 GBA1 GBE1 GBP4 GEMIN6 GET1 GGPS1 GHDC GID8 GINS2 GLMP GMDS GMFB GMNN GMPS GNG10 GNG11 GNG5 GNMT GNPAT GOLGA4 GOLPH3L GOLT1B GPAA1 GPC3 GPKOW GPN1 GPR137B GRN GSKIP GSTA1 GSTA2 GSTO1 GTF2A2 GTF2H4 GTF2IRD2 GTF2IRD2B GTF3C2 GTPBP4 H1-2 H2AC18 H2AC20 H2AC6 H2AX H2AZ1 H2BC12 H2BC12L H2BC21 H3-5 H4C14 HARS2 HAUS4 HAX1 HDDC3 HEY1 HIGD1A HLA-B HLA-C HLA-F HMGB2 HMGN4 HNRNPR HOMEZ HPF1 HPRT1 HPS6 HS1BP3 HSD17B11 HSD17B8 HSP90AB1 HSPA14 HSPA1A HSPA1B HSPH1 HTATSF1 HYOU1 IARS2 IDH1 IDI1 IFIT2 IFRD2 IFTAP IGBP1 IGFLR1 IK IL10RB ILF2 INIP IPO4 IPO9 IRAK1 IRF6 IRX3 ISCA1 ITGAV ITPR2 JARID2 KATNB1 KATNIP KCTD3 KDELR2 KDM5B KHDC4 KIAA1191 KIFAP3 KIFBP KLF13 KLF15 KLHDC9 KLHL12 KLHL20 KLHL8 KPNA2 LAGE3 LAMC1 LAMTOR1 LARS1 LCN2 LIX1L LLPH LMNA LMO2 LPGAT1 LRATD2 LRIG1 LRRC42 LRRC8D LSG1 LSM10 LSM3 LSM4 LYAR LYPLAL1 LYZ MAFB MAGOH MAN1A2 MAN1C1 MAN2B1 MAP1S MAP2K2 MAPK1IP1L MAPKAPK3 MAPRE1 MARCKS MARS1 MCFD2 MCM3 MCM4 MCM5 MCTS1 MDC1 MEA1 MED7 METAP1 METRN METTL13 METTL25B METTL3 MFAP1 MFSD14B MGST3 MICOS13 MID1IP1 MIEF1 MIF4GD MKRN2 MLH1 MMGT1 MORF4L2 MPC2 MPLKIP MPV17 MPV17L MRPL18 MRPL24 MRPL33 MRPL36 MRPL40 MRPL48 MRPL58 MRPL9 MRPS17 MRPS18B MRPS18C MRPS21 MRPS23 MRPS27 MSH6 MTF1 MTFR1 MTM1 MTX1 MTX3 MUC13 MYDGF MYLIP MYO5C NAA10 NAA80 NABP2 NAGA NAGS NANS NAT9 NCBP2 NCOA6 NDST1 NDUFA12 NDUFA4L2 NDUFA7 NDUFA8 NDUFAF2 NDUFB3 NDUFB5 NDUFB6 NEDD4L NEDD8 NHP2 NHSL3 NOA1 NOL7 NOP10 NOPCHAP1 NPC1 NR2C2AP NRAS NRDC NSMCE2 NTPCR NUCB2 NUDCD2 NUDT1 NUDT16L2P NUDT2 NUDT5 NUP107 NUP133 NUP153 NUP205 NUP37 NUP42 NUP62 NUSAP1 ODC1 OSTC OXA1L P4HA2 PAK1IP1 PAPSS1 PARP1 PARP4 PCOLCE2 PDCD2L PDCD5 PDCD7 PDE12 PDIA6 PEA15 PECAM1 PEX19 PEX2 PFDN6 PFN1 PGK1 PHACTR4 PHPT1 PIGB PIGC PIGM PIGT PIGY PIP4K2C PIR PKP2 PLA2G4C PLGRKT PLVAP PMS2P5 POGK POLR2C POLR2H POLR2J3 POLR3E POMGNT2 PPA1 PPAT PPIAL4A PPIC PPID PPL PPM1K PPOX PPP1CA PPP1R16A PPP1R2 PPP2R5A PRC1 PRICKLE4 PRODH PRORP PRPSAP1 PRRC2C PSEN2 PSMB2 PSMB4 PSMB5 PSMC6 PSMD10 PSMD2 PSMD6 PSME3 PSMG1 PTBP3 PTPN1 PTPN12 PTRH1 PTTG1IP PURA PYCR2 RAB22A RAB3IP RAB5IF RAMP1 RANBP1 RANBP6 RAP2A RBBP5 RBBP7 RBM34 RBM4B RBP7 RCN2 RDH10 RDH14 RESF1 REXO2 RFC4 RFX5 RGS5 RHEB RIMOC1 RIOK2 RMC1 RMI1 RMI2 RNASEH2A RND1 RNF26 ROCK2 RPA1 RPA3 RPL10A RPL15 RPL23A RPL26 RPL26L1 RPL30 RPL35A RPL36AL RPLP0 RPP21 RPS13 RPS15A RPS17 RPS21 RPS25 RPS27A RPS4X RPS5 RPS7 RRP15 RRP36 RRS1 RSRC1 RTCA RTRAF RUNDC1 RUVBL2 S100A10 S1PR1 SAP30L SASH1 SATB2 SAV1 SBF1 SCAMP3 SCNM1 SDC2 SDCBP SDF2 SDF2L1 SDHC SEC13 SEC14L2 SEC23B SEC24D SEC61B SEC61G SELENOT SENP2 SERP1 SERPINB1 SERPINH1 SERTAD2 SET SF3B4 SF3B6 SFXN2 SH3D19 SH3PXD2A SIMC1 SKIC3 SKIC8 SLC17A3 SLC23A1 SLC25A4 SLC26A6 SLC29A3 SLC2A10 SLC30A10 SLC33A1 SLC35B1 SLC35E1 SLC35F6 SLC38A9 SLC39A1 SLC49A4 SLC4A1AP SLC50A1 SLC51A SLC6A1 SLC9A6 SLCO2A1 SMARCC1 SMC3 SNAP29 SNAP47 SNRPB SNRPC SNRPF SNU13 SNX27 SOWAHA SOX13 SOX18 SP2 SPARC SPARCL1 SPCS1 SPCS2 SPTAN1 SPTSSA SREBF2 SRPK1 SRSF2 SRSF3 SRXN1 SSC4D SSR1 SSR2 STAMBPL1 STC1 STT3A STT3B STXBP6 SUN1 SUPT4H1 SURF1 SUV39H1 SWAP70 TAF12 TAGLN2 TAP1 TARBP1 TARS2 TATDN1 TAX1BP1 TBC1D16 TBC1D2 TBCE TBL2 TCFL5 TCHP TCTN1 TDRD7 TEAD2 TEF TERF2 TESK1 TFB2M TFDP1 TFG TFIP11 TFRC THAP11 THEM6 THY1 TIGD5 TIMELESS TIMM29 TIMM8A TINF2 TIPRL TK1 TM2D1 TMCO3 TMED10 TMED4 TMED7 TMEM147 TMEM14A TMEM14C TMEM167B TMEM183A TMEM184B TMEM199 TMEM248 TMEM258 TMEM38B TMEM9 TMOD1 TMTC4 TOM1L1 TOR1AIP1 TOR1B TP53BP2 TRAPPC4 TRIB2 TRIM22 TRIM27 TRIP4 TRMT112 TRMT1L TSEN15 TSG101 TSNAX TSPAN14 TTC32 TUBA1A TUBA1C TUBB4B TUSC2 TWF2 TXNRD1 TYMS TYMSOS UBA3 UBB UBD UBE2N UBE2Q1 UBE2S UBE2T UBE4B UBLCP1 UBTD1 UCHL5 UCK2 UFC1 UFM1 UGT2B4 UQCRB USP11 USP3 USP30 USP34 VAMP5 VAMP7 VBP1 VOPP1 VPS25 VPS28 VPS29 VPS35 VPS45 VWF WASHC5 WBP1L WDCP WDR45B WDR55 WIPI1 WRAP73 XPO1 XPOT XPR1 XRCC6 XXYLT1 YAE1 YARS2 YEATS2 YIF1B YIPF1 ZBTB9 ZCCHC17 ZCCHC9 ZFAND1 ZHX3 ZMAT2 ZMAT3 ZMPSTE24 ZMYM6 ZMYND19 ZNF106 ZNF319 ZNF329 ZNF664 ZNF7 ZNF791 ZSCAN16 ZSCAN18 ACEVEDO_METHYLATED_IN_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_METHYLATED_IN_LIVER_CANCER_DN A2ML1 ABCA11P ABCC8 ABO ACSL1 ACSS3 ADAD1 ADAM11 ADAM2 ADAM5 ADAMDEC1 ADAMTS13 ADAMTS18 ADARB2 ADAT3 ADCYAP1R1 ADD1 ADGB ADGRF4 ADGRF5 ADGRG7 ADGRL2 ADGRV1 AGPAT4 AHI1 AIFM2 AJAP1 AK5 AKNA ALOXE3 AMBRA1 AMELX ANK1 ANK2 ANKRD30A ANKRD36B ANKRD36C ANP32D APOE ARAP3 ARHGAP22 ARHGAP24 ARHGAP25 ARHGAP6 ARHGEF10 ARHGEF16 ARMC3 ARMC5 ARSF ARSG ARSJ ASB5 ASIC1 ASMT ASPN ASTN2 ASZ1 ATF7IP BBS12 BCAR1 BCRP2 BHLHE40 BICD1 BIRC8 BMPR1B BORCS7 BPIFC BPNT2 BTRC C10orf55 C1QB C1QTNF1 C1QTNF6 C6orf89 C8orf74 CA1 CACNA1B CACNB2 CALN1 CAMTA1 CASQ2 CAT CAVIN2 CC2D2B CCDC136 CCDC141 CCDC172 CCDC178 CCDC186 CCDC196 CCDC33 CCDC47 CCDC7 CCDC80 CCNJL CCSER1 CD1D CD5 CD86 CDCA7 CDH13 CDH4 CDHR2 CENPF CES1 CHRM3 CIITA CIMAP3 CLASP2 CLDN1 CLDN18 CLEC12B CLN8 CLNK CLSTN2 CNGA3 CNOT2 CNR1 CNTNAP4 COL24A1 COL26A1 COL6A5 COL9A1 COPA COX7B2 CPA1 CPLX2 CPN1 CPXM2 CRACD CREBZF CRTAC1 CRYBG2 CRYGA CRYGC CRYZ CSAG3 CSF2RA CSMD3 CSNK1A1L CSPP1 CSRP3 CST3 CSTF2T CTBP2 CUEDC2 DAG1 DBI DCAF4L2 DCHS2 DCLK3 DDIAS DDX42 DEFB1 DEFB105A DEFB106A DEFB107A DEFB108B DEFB132 DENND1A DENND3 DGKB DGKG DHX32 DHX57 DIRAS2 DIRAS3 DISC1 DLGAP2 DLX1 DMD DMKN DMRT3 DMRTC1 DNAJC3 DOCK3 DOP1A DPP4 DPP6 DPPA3 DPYSL3 DTHD1 DUOX1 DUOXA1 DUSP29 DUXAP9 DYNC2LI1 DYNLT1 E2F6 ECHDC2 EDA2R EFHC2 EGFLAM ENSG00000268460 EPHA10 EPHA8 EPS8L1 ERC2-IT1 ERF ERICH3 ERRFI1 ESD EXPH5 F11-AS1 F13A1 F2R FABP6 FAM106A FAM131B FAM13A-AS1 FAM178B FAM183BP FAM197Y2 FAM226B FAM27C FAM27E3 FAM27E5 FAM47B FAM74A4 FAM78A FAM88B FANK1 FASLG FASTKD2 FAT2 FAXC FBXO33 FBXW7 FCGR1A FCGR1BP FCGR2A FCHSD2 FCN2 FFAR2 FGD3 FGD5 FGF1 FGF7P6 FGFBP1 FHIP1A FHL5 FHOD3 FILIP1 FKBP5 FLG FLJ40288 FLT4 FMOD FNDC9 FOXO3 FOXP1 FRMD1 FRMPD1 FTMT FUNDC2 FUNDC2P2 FYB1 FYN GAGE1 GAGE12F GAGE12G GAGE2A GAGE2E GALNT14 GALNT7 GALNT8 GAPDHS GAPVD1 GATA2 GCNT7 GDF10 GGA1 GIMAP7 GK2 GKAP1 GLI2 GLIDR GLIS1 GMCL2 GML GOLGA1 GOLGA2 GP2 GPR12 GPR139 GPX1 GRAMD1C GRAP2 GRB14 GRID1 GRIK2 GRM8 GRWD1 GSG1 GSTCD GTF2A1L GTPBP1 GTSF1 GUCY1A1 GZMK H1-7 H19 H3-3A H3P6 HBG1 HBG2 HCAR2 HDAC11 HDGFL1 HEATR5A HERC5 HIF3A HKDC1 HMGN5 HMGXB3 HNRNPCL1 HORMAD2 HOXA3 HOXA4 HOXA5 HOXA6 HOXB3 HOXB4 HOXB6 HOXD13 HRH1 HRNR HS6ST3 HTR2C HTR3C HTR3E HTRA4 ICOS IFI44 IGF1R IGFBPL1 IGKC IGKV1-5 IGLV4-3 IK IKZF1 IKZF2 IL17A IL1B IL2RA INSL6 INTS10 INTS12 INTS4P1 IQCA1 IRAK4 IRS1 ITFG2 ITGA8 ITIH5 ITSN1 JAKMIP1 JOSD1 KALRN KAT6A KAZN KCNA2 KCNAB2 KCNK2 KCNMB2 KCTD1 KIAA1755 KIDINS220 KIF1A KIF26B KIF5C KIRREL1 KLF13 KLK1 KLK15 KMT2C KMT5A KRT27 KRT73 KRT81 KRT83 KRT86 KRTAP2-4 KRTAP3-1 LACRT LAMB1 LARP4B LARS1 LARS2 LCN1 LCN10 LIMCH1 LINC00221 LINC00305 LINC00955 LINC01168 LINC01257 LINC01312 LINC01517 LINC01597 LINC01657 LINC01940 LINC02880 LINGO2 LORICRIN LPAR3 LPCAT2 LRPAP1 LRRC37A3 LRRC4C LRRK1 LSM14A LST1 LTA LTB LUZP1 LYPD6B LYVE1 LYZL4 MAB21L1 MAFIP MAGEA2 MAGEA2B MAGED4B MAGEH1 MAGI3 MAL2 MALT1 MAP2K1 MAP9 MAPRE2 MAS1 MATN2 MATN4 MBOAT2 MCC MCM9 MCPH1-AS1 MDH1B MDM2 MECP2 MED17 MEIOB MEPE MEST METTL17 MFAP5 MICOS10 MIER3 MKNK1 MKRN3 MLLT6 MLPH MOB3C MOBP MORN2 MPST MRGPRX1 MRGPRX4 MSANTD4 MSRA MSTO1 MTAP MTHFD2L MTMR4 MTNR1A MTX2 MUC17 MUC4 MUCL3 MYADML MYH4 MYH7 MYH9 MYO10 MYO5A MYO9A MYT1L N4BP3 NAA11 NAA40 NAGS NANOGNB NAT9 NAV1 NAV2 NBPF1 NBPF10 NBPF12 NBPF22P NBPF4 NBPF8 NCK2 NCKAP1L NCOA4 NCSTN NDUFA2 NEFM NEU4 NFASC NFYCP2 NGDN NHLRC3 NLRP3 NLRX1 NME8 NMNAT3 NMUR2 NOX1 NPBWR1 NPFFR2 NPY2R NPY5R NRAP NTNG2 NUBP1 NUDT9 NUGGC NUP35 OBP2A OBSCN OCEL1 OCLN ODF1 OLAH OLFM4 OLFML2B OPTC OR10C1 OR10H1 OR10H2 OR10K1 OR10P1 OR10Q1 OR13C8 OR13H1 OR1C1 OR1I1 OR2B11 OR2F1 OR2F2 OR2L13 OR2T35 OR2V2 OR2Y1 OR4E2 OR4F16 OR4F29 OR4F3 OR4F5 OR4K5 OR51I1 OR5E1P OR5P2 OR6B2 OR6B3 OR6K2 OR6K3 OR6N2 OR6V1 OR6X1 OR7E14P OR7E18P OR7E19P OR7E24 OR8K3 OR9Q2 OTOP1 OTUD4 OTULINL PAGE1 PAGE2 PAGE5 PAMR1 PARGP1 PASD1 PBOV1 PCDHA11 PCDHA13 PCDHGA2 PDE1A PDHA2 PDZD8 PDZRN3 PDZRN4 PEBP4 PEG3 PHEX PHYHIP PIPSL PIWIL1 PKD2L2 PKIA PKP4-AS1 PLAU PLCH2 PLG PLSCR2 PLXNA4 PNLIPRP2 POGZ POLR3A POM121L12 POTEA POTEE POTEKP PPARD PPIAL4A PPP1R12B PPP2R2A PPP2R2C PRAMEF10 PRAMEF4 PRELP PRKACG PRKAG1 PRKN PROSER1 PRR13 PRR23E PSD3 PSG4 PTGR2 PTP4A3 PTPN3 PTPRE PTPRN2 PUS7L PXDN PXDNL PYY RAB44 RADIL RAP1A RAPGEF2 RASD2 RASGEF1C RBBP8NL RBFOX1 RBMY1A1 RBMY1B RBMY1D RBMY1E RBMY1F RBMY1J RBPJL RDH13 REXO1L1P REXO4 RGPD2 RGPD8 RGS13 RGS18 RGS6 RHOA RIPOR2 RNF17 RNF19A RPTOR RRH RSU1 RUNX1T1 RUNX3 S1PR4 SBF2 SBSN SCAMP4 SCART1 SCIN SCN11A SCP2 SCRG1 SDK1 SDR16C5 SELENOW SEMA6D SERBP1 SERPINA1 SERPINA7 SERPINB12 SH3PXD2B SHF SHROOM3 SIPA1L2 SLC16A7 SLC17A3 SLC20A2 SLC24A4 SLC26A3 SLC26A4 SLC26A4-AS1 SLC2A1 SLC30A8 SLC35B4 SLC3A1 SLC43A1 SLC45A4 SLC6A18 SLC6A19 SLC6A8 SLC8A1 SLCO3A1 SLCO5A1 SLCO6A1 SLED1 SLMAP SMAD9 SMIM19 SND1 SNX8 SORCS3 SOX9 SPAG11A SPAG11B SPANXA1 SPANXB1 SPANXC SPANXD SPATA18 SPATA31A3 SPATA31A7 SPATA31C2 SPINK14 SPINK7 SPIRE1 SPRY1 SRF SRGN SRI SRSF6 SSR3 SSU72 SSX2 SSX3 SSX5 SSX9P ST18 ST6GALNAC3 ST8SIA6-AS1 STAM STK32B STXBP5 SUGT1 SULT1A1 SULT1C4 SV2B SVOP SWI5 SYNPO2L SYTL2 SYTL3 TAC1 TANC2 TAS2R3 TBC1D12 TBC1D3B TBC1D3F TBC1D3G TBC1D3I TBC1D4 TDRD1 TDRD6 TDRD9 TEKT4P2 TENM1 TENM2 TET1 TFDP3 TFF1 TGIF2LX TGIF2LY THEMIS2 THOC3 THSD4 TIAM2 TINAG TKTL2 TM9SF3 TMCC2 TMED3 TMEM104 TMEM132D TMEM163 TMEM170A TMEM184B TMEM229B TNF TNFRSF4 TNFRSF8 TNP1 TNS4 TOPAZ1 TPO TPRXL TREML2 TRGV9 TRIM42 TRIM49 TRIM67-AS1 TRIML2 TRMT10B TRMT12 TRPC3 TRPC7 TRPV3 TRPV6 TSNAX TSPAN5 TSPY1 TSPY10 TSPY2 TSPY4 TSSK1B TST TTI2 TTLL10 TTYH2 TUBB7P TUBB8 TUT7 TWSG1 TXNDC16 TYR TYW3 UBE2D1 UBE2J1 UBE2U UBL4B UCN3 UGT2B10 UMODL1 UNC5A URI1 UXS1 VAPA VENTXP7 VIPR2 VLDLR-AS1 VNN3P VPS13C VPS37D VPS8 VTI1A WDFY4 WDR17 WDR26 WDR36 WNK2 WSB2 WWC2 XAGE1B XAGE2 XCL1 ZAP70 ZBTB34 ZBTB8A ZCCHC2 ZDHHC6 ZFPM2 ZFY ZMYM4 ZNF239 ZNF322 ZNF35 ZNF37A ZNF438 ZNF462 ZNF502 ZNF595 ZNF660 ZNF804A ZNF92 ZXDB ACEVEDO_NORMAL_TISSUE_ADJACENT_TO_LIVER_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_NORMAL_TISSUE_ADJACENT_TO_LIVER_TUMOR_DN AAMDC AARS1 ABCC2 ABHD10 ABHD14B ABHD6 ACADSB ACAT2 ACTG1 ADH4 ADH6 ADI1 AGMAT AGPAT2 AGT AHCY AK3 AKR7A3 ALDH7A1 ALG9 ALPL ANGPTL3 ANXA10 APH1A APOA4 ARHGAP10 ARMC6 ARNT ATF5 ATP1B1 ATP5PO ATP6V0E2 BCL2L13 BCO2 BET1L BOK BPHL CACNA1H CADM1 CALML3 CAMK1 CAPN5 CAPN6 CBS CBX7 CCL16 CD99L2 CDA CDK2AP2 CDK9 CEMIP2 CENPBD1P CENPV CENPX CERS6 CFHR3 CHCHD10 CLDN2 CLDN3 CLPP CLPTM1 CMAS CNDP2 CNOT2 COQ10B COX5B CPSF1 CSK CTSB CYB561A3 CYB5B CYGB CYP39A1 DBH DDX18 DECR2 DEFB1 DESI1 DGAT1 DGAT2 DHRS1 DHRS7 DIAPH1 DMAC2 DNAJA1 DNAJB11 DNMT3L DYNLL2 DYSF EEF2 EEF2K EFHD2 EIF2AK1 EIF4A1 EIPR1 EML4 EMP1 ENDOG ENTR1 ERLIN1 EVL F10 F8A1 FAM20B FASN FEM1A FGFRL1 FGGY FITM1 FKBP4 FMO3 FN3KRP FOXD4L4 FOXO4 FST FUOM GALM GBP7 GLUD1 GNMT GNPTG GOT2 GPD1 GPR88 GPT2 GSE1 GSTA1 GSTA2 GTF3A H3-3B H4C3 HAAO HADH HAGH HEPACAM HMGCR HMGCS1 HPD HPR HPS6 HSD17B14 HSD3B7 HSPA5 ICAM3 IDNK IGFALS IGFBP4 IMP4 INHBE IRF8 KANK4 KCTD5 KHDRBS3 KPNA1 LASP1 LDLR LINC01554 LONP1 LPIN2 LRP5 LTBR MACROD1 MAGOH MAMDC4 MANF MAOA MAPKAPK3 MAPRE2 MAT1A MEA1 MEPCE MGRN1 MICU1 MIEF1 MLLT3 MOCOS MPND MRPL22 MRPL24 MRPL53 MRPS11 MRPS18A MRPS26 MRPS31 MT1B MVK MXD4 MYDGF MYL6B MYOM1 MYOM2 NAA38 NCOA4 NDEL1 NDFIP2 NDUFB8 NFKB1 NFYC NINJ1 NMT1 NNMT NOCT NPRL2 NR1H2 NSDHL NSFL1C NUCB1 NUDT14 NUDT2 NUDT3 NUDT5 NUP62 OAF OAT OAZ1 OSBP OTC PAFAH2 PAM16 PBX3 PCBP2 PCOLCE PCOLCE2 PDXK PGM2 PGRMC2 PHGDH PLAAT3 PLEK2 PNP POGK POLE3 POLR2F PPM1F PPP1R15A PRADC1 PRDX5 PRG4 PSMA3 PSMB4 PSMB7 PSMF1 PTMS PYROXD2 QARS1 RAB1A RAB3GAP2 RAB5A RAB5B RDH16 RDH5 REEP6 RETSAT RIC8A RMC1 RND1 RNPEP ROMO1 RPL12 RPL19 RPL36AL RPS25 RXRA SAA4 SAMD4A SAP18 SCD SDC4 SDHB SEC11A SERBP1 SERTAD1 SFXN1 SH2B3 SH3BGRL2 SH3BP4 SHMT1 SHMT2 SLC16A11 SLC19A3 SLC20A2 SLC25A1 SLC25A15 SLC25A22 SLC35B1 SLC50A1 SLC7A5 SLC8B1 SMG5 SND1 SNRNP25 SNRPF SOD1 SPTAN1 SPTSSA SREBF2 SRF SRPRA SRPRB SSU72 STARD10 STK11 STK35 TAF15 TBC1D14 TBC1D16 TBL1X TECR TEF TFF3 TGDS THOP1 TM7SF2 TMEM160 TMEM82 TMEM97 TMPRSS6 TNFRSF1A TNIP2 TP53INP2 TPRG1L TRAPPC6A TRIB1 TRIM8 TRRAP TSHZ2 TST TTC39C TUBB4B UBAC1 UBALD1 UBAP1 UBE2J1 UCK1 UPB1 UROD VAV2 VPS26B VPS28 VPS37B WBP2 XPNPEP2 ZBED1 ZCCHC14 ZDHHC5 ZFAND2A ZFPM1 ZNF180 ZNF281 ZNF330 ZNF511 ZNF672 ZNF689 ZNHIT1 ACEVEDO_NORMAL_TISSUE_ADJACENT_TO_LIVER_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACEVEDO_NORMAL_TISSUE_ADJACENT_TO_LIVER_TUMOR_UP A2M ABCB11 ACSL4 ACSM5 ACTR3 ADPRM AFM AHCTF1 AHSA2P ALCAM ALG5 ANGEL2 APOM ARMC1 ARPC5 ATG16L1 BLVRB C4orf33 C7orf50 C9 CCAR1 CDHR2 CFHR2 CHD1 CHKA CISD1 COL3A1 COX14 CTSO CUX2 CYP3A5 CYP3A7 CYP51A1 DCTN4 DDX27 DNM1P46 DPP4 DYNLRB1 EDEM2 EIF2AK4 EIF3A ELOVL5 EMC7 ERGIC2 F11R FAM162A FAM200A FAM98A FBXO2 FGL1 FKBP5 FRG1 GADD45G GAK GCN1 GMFG GNA13 GORASP1 GPX2 GSTA4 GTF3C6 H1-2 HCFC1 HDAC2 HES1 HHEX HLA-B HLA-DRB3 HMGN4 HNRNPA2B1 HNRNPH3 IDO2 IFT74 IGBP1 IGSF6 IMPA1 ITGAV LAP3 LIPG LMAN2 LY96 M6PR MARCKS MBL2 MET MICU2 MINDY3 MRPL51 MT1P3 MTPN MYCBP2 MYO18A MYO1B NADK2 NAT8B NISCH NTAN1 NUCKS1 OS9 PCMTD1 PCTP PERP PEX3 PGAM4 PHF3 PIK3AP1 PLA1A PLEKHA5 PNISR PNMA3 PNN PON2 PRKAB2 PTGES3 PTMA RAB33B RBM34 RBM5 RBM6 RGS2 RIC8B RMDN1 RNH1 RPL14 RPL23 RPL27A RPL7 RPL7A RPLP1 RPN2 RPS3A SACM1L SAR1A SBDS SCYL2 SEPTIN11 SESN1 SESN2 SH3YL1 SHROOM3 SLC15A1 SLC17A4 SLC25A51 SLC51A SLPI SNX29P1 SORT1 SPDYE3 SPIRE1 SUMO2 SYAP1 TBPL1 TDRD1 TMEM37 TMT1A TRIP12 TRIT1 TSPAN8 UAP1 UBE2V2 UGT2B28 UQCRH USP49 WSB2 YAP1 YRDC ZDHHC11 ZFP36L1 ZNF14 ZNF212 ZNF266 ZNF721 ZPR1 ACOSTA_PROLIFERATION_INDEPENDENT_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACOSTA_PROLIFERATION_INDEPENDENT_MYC_TARGETS_DN ACRV1 ACSM3 ADAM8 ADAMTSL4 ADGRE5 ADGRG1 AIF1 AKR1C1 AKR1C2 ALAS2 AMPD3 AQP3 ARFGAP3 ARHGEF2 ARHGEF5 ARL4A BCAM BCL2L1 C11orf21 CALB1 CAP1 CAPN1 CARD9 CBFA2T3 CD63 CHPF2 CHST12 CLEC11A CMTM6 CREM CSH2 CTSD DMTN EPOR ESR1 ESYT1 FADS1 FAXDC2 FDXR GABRE GATA1 GDE1 GTF2F1 GYPB HBB HEY1 HMBS HOXD1 ID1 IRF4 ITFG2 JUNB KCNH2 KLF6 KRT10 KRT18 KRT8 KYNU LASP1 LCP2 LMO2 LRP10 LYL1 LYPLA2 MCAM MCL1 MIA2 MINK1 MINPP1 MPP1 MYC NAGA NEU1 NFE2 PEX6 PIM1 POLD4 PTPRC RAB13 RAB5B RAC2 RHCE RHD RHOC RHOG RIT1 S100A11 SAMSN1 SEC14L1 SEC24D SELENBP1 SERPINH1 SH3BP1 SHANK2 SHC1 SIDT2 SLC10A3 SLC2A3 SLC48A1 SLCO2B1 SNCG SNPH ST3GAL2 STAT3 STAT5A STIMATE TAX1BP3 TESPA1 TNFAIP8 TNNT1 TOR4A TRPV2 TWNK UGP2 USP11 YES1 ACOSTA_PROLIFERATION_INDEPENDENT_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ACOSTA_PROLIFERATION_INDEPENDENT_MYC_TARGETS_UP AATF BLMH CCNE1 CD320 CLUH CRYBG2 CSE1L CTPS1 CUTC DDX28 DHCR7 DUSP9 EIF3J EIF4A3 EMC1 ENSG00000291006 EXPH5 FBXO41 GCDH GCSH GLB1L2 GLOD4 GLS GNPDA1 HDHD5 HILPDA JAG2 KIAA0930 LAS1L LEPR LPL LYPLA1 MAST2 MATK MPZL1 MRPL4 MTMR4 MTRR NOLC1 NQO1 NR1D2 NRTN NUP210 NUP214 ODC1 OPN3 OXCT1 PARP1 PDCD11 PEBP1 PEX5 PRPF19 PSMG1 PTK7 PWP1 RAB3A RCHY1 REPIN1 RGS14 RGS16 RIOX2 RRP1B SKP2 SLC17A7 SLC19A2 SLC27A2 SLC29A1 SLC39A4 SLC39A6 SLC5A3 SORD SPG21 STEAP1 STUB1 TMEM161A TRIAP1 TSPO UCK2 URI1 VPS13C WDR74 XPO6 ZNF395 ZNF460 ADDYA_ERYTHROID_DIFFERENTIATION_BY_HEMIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ADDYA_ERYTHROID_DIFFERENTIATION_BY_HEMIN AAK1 ADAM10 AKR1C1 AKR1C2 ANGPT1 APOC1 ATF3 ATF5 BIRC5 CAVIN1 CEBPB CEBPG CPOX CREM CTSH CTSL CXCL2 CXCL8 DDIT4 DHX9 DNAJB4 EGR1 ETV5 FCGR2A FDXR FECH FTH1 GFI1B GP1BB GTF2I GYPA HBA1 HBZ HERPUD1 HSPA1B HSPA5 ICAM3 ID2 IER3 IER5 INSIG1 ITGB5 JUN KLF1 KLF6 LMO2 MAFG MCL1 MEF2C MOAP1 MT2A MYB NCOA1 NEFH NFYA NLRP1 NPL NPRL3 NQO1 OSGIN1 PIM1 PTP4A3 PTPN7 RPP25 RTN4 SLC27A2 SLC2A14 SLC43A3 SOCS2 TAX1BP1 TXNIP TXNRD1 UCP2 YES1 AFFAR_YY1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AFFAR_YY1_TARGETS_DN ABHD3 ALDH18A1 ALOX15B ANKH ANP32E APCDD1 API5 APOC1 ART2BP ASPM ATP6V1E1 AURKA AURKB AVPR1A AXIN2 B3GAT3 BCAT1 BIRC5 BUB1 BUB1B CCL7 CCN5 CCNA2 CCNB1 CCNB2 CDC25C CDC6 CDCA3 CDT1 CENPA CENPE CENPF CENPH CHRDL1 CHST2 CHTF18 CLCN1 CLEC3B COL15A1 COL6A3 CRABP1 CREB1 CRIP1 CXCL6 CYCTP CYP3A5 CYP51A1 CYP7B1 DEFB4A DHCR24 DIAPH3 DKK2 DKK3 DLX3 DNAJC2 DUSP9 DUT EDNRA EEF1A1 ELAVL3 ELOVL6 EXO1 FABP9 FADS2 FARS2 FBXW12 FCGR2B FDFT1 FDPS FEN1 FGF7 FMOD FN3K FOLH1 FOXM1 FUS FZD3 GALR1 GATB GFRA1 GJB3 GK2 GNB4 GPR65 GPR84 GREM1 GZMA GZMH H3C15 HAS2 HASPIN HELLS HLA-A HLA-B HMGB1 HMGB2 HMGB3 HMGCS1 HMMR HOXD3 HSPB7 IDH1 IDI1 IFI16 IFT80 IGFBP5 IGHM IL1R1 IL1RAPL2 IL1RL1 ITGA4 JMJD6 KHDRBS1 KIF11 KIF20A KIF22 KIF23 KIF2C LDLR LEP LGR5 LHX4 LIG1 LIG3 LIN7B LMNB1 LPAR1 LRIG1 LUM LYZ MAD2L1 MATN2 MCHR1 MCM3 MCM4 MCM5 MCM6 MCM7 MKI67 MMP13 MRPL19 MRPL52 MSH2 MSH3 MSMO1 MTCH2 MTHFD2 MTNR1A MXD3 MYCBPAP MYO1B NASP NCAPG NECTIN4 NEURL1 NIPSNAP1 NKX2-3 NLRP4 NR1H4 NSDHL NSG1 NT5C1B OTC PCDHA12 PCDHB12 PCOLCE2 PDGFRA PER3 PFDN5 PIGA PLA2G1B PLCB1 PLK1 PLK4 PLSCR1 POF1B POLA1 POLH PRC1 PRDX4 PRELP PRKG2 PRPS1 PRSS29P PTGDS PTGS1 PTPN2 PTPRO RAB27A RAB3C RACGAP1 RAD18 RAD51AP1 RBBP4 REST RFC4 RIPK4 RPS6KA4 SCARB1 SCD SEMG1 SERPINA1 SETD1A SFTPC SFXN1 SHCBP1 SLC22A18 SLC25A26 SLC25A5 SLC29A1 SLC35C2 SLC4A10 SLC4A4 SMC2 SNX5 SOCS4 SOD3 SOX7 SPA17 SPAG5 SPP1 SPTBN4 SQLE STARD4 STEAP1 STEAP4 STMN1 SUV39H2 TAC1 TACC3 TCP1 TDRD1 TERF1 TFAP4 TFB1M TGFBI TGFBR1 THBS2 THBS4 THY1 TK1 TMEM45A TNFRSF1B TNFSF11 TNNI3 TOP2A TRIB3 TRIP13 TSPAN8 TTF1 TTK TUBB2A UCP3 UHRF1 UNG UTS2R UTY VAV1 VN1R17P ZNF143 AFFAR_YY1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AFFAR_YY1_TARGETS_UP ABAT ABCA1 ABCA3 ABCC5 ABCD4 ACKR3 ACOX1 ACTC1 ADAM15 AJUBA ALCAM ANKRD1 ANXA8L1 ARR3 ATP6V0E2 B4GALT4 BAK1 BCL2L1 BDNF BEX2 BLCAP BMP4 BMP6 BTG2 CASP7 CBLN1 CDKN1A CDKN1C CDO1 CEACAM7 CELF4 CEND1 CFH CFTR CHODL CLU COL10A1 COL19A1 CPEB1 CRYAB CTNND2 CTSF DCXR DMPK DRD4 DSTYK DUSP1 EBF2 EFEMP1 EGFR EHD1 EHF ELOVL2 EPHA2 EPHA7 FABP3 FAS FJX1 FLT1 FOS FXYD6 FYB1 GADD45G GBP2 GBP6 GFER GPC3 GPR137B GRIA3 H1-2 H2AC18 H2BC10 HACL1 HEMGN HHIP HM13 HSD17B1 HSF2 ICAM1 ID4 IL17D IRAG1 ITGA9 ITGB6 JAK3 KDR KIF17 KIF5B KLK8 KLRB1 KRT19 LAMB2 LDB3 LDHB LGALS9 LPIN1 LRP2 MAL MAP6 MASP1 MDM2 MMP2 MPG MS4A1 MYCN MYH1 MYH2 MYH3 MYH7 MYL1 MYL11 MYO1C MYOM1 NAP1L3 NDUFA7 NEUROD6 NGFR NHERF2 NNAT NPTX2 NRG3 NTF3 PAFAH2 PAWR PBX4 PDLIM3 PERP PEX19 PFKFB2 PLCB4 PLCZ1 PLOD2 PLTP PMAIP1 PMM1 POLK PPP1R15A PROX1 PRSS35 PSRC1 PTP4A3 RAMP2 RBMX RND3 RNF41 RORC RPGRIP1 S1PR5 SELENOM SELENOP SERPINB3 SFN SH2D1A SIM1 SIN3A SLC12A5 SLC1A6 SLC27A3 SLC2A3 SLC2A4 SLC6A14 SNRPN SNURF SOX2 SPAG1 SPOCK3 SRC ST6GALNAC3 STK25 STX3 SULF2 SURF1 SYT11 TAP1 TBX2 TCFL5 TGFB2 TGM2 TINAGL1 TNFRSF10B TNNC1 TNNC2 TNNI1 TP53INP1 TPD52L1 TPH1 TPM1 TSLP TSSK2 TTLL1 TXNIP UBC UCHL1 UNCX USP20 WNT16 WT1 ZNF3 ZNF385A AGARWAL_AKT_PATHWAY_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGARWAL_AKT_PATHWAY_TARGETS EGF MMP2 MMP9 MT-CO2 PLAU PTGS2 SPP1 TGFA VEGFA VEGFB VEGFC AGUIRRE_PANCREATIC_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGUIRRE_PANCREATIC_CANCER_COPY_NUMBER_DN ACVR1B ADNP2 AHI1 AK2 ALPL AMD1 AMDHD2 APOL2 APOL3 APOL6 ARF3 ASCC2 ASF1A ATF4 ATG5 ATP2B1 ATP5F1A ATP6V0C ATP6V1B2 BCR BLOC1S1 BTG1 C6orf120 CACNB3 CAND1 CARD10 CBX5 CBY1 CCDC28A CCDC59 CCT2 CD164 CD63 CDC40 CDK19 CDKN2AIP CEP290 CHEK2 CLIC4 COPZ1 CRYBA4 CSNK1E CTDP1 DAZAP2 DCTD DCTN6 DDX23 DEPDC5 DMC1 DUSP6 DYRK2 E2F2 EIF3D EIF4B ELOB ERLIN2 EXTL3 FBXW7 FIG4 FKBP11 FOCAD FUCA1 GALE GALNT7 GATB GCAT GGA1 GMEB1 GNS GOSR2 GPATCH3 GRM1 GSR GSTT1 GTF2E2 GTPBP1 HAND2 HAUS6 HBS1L HDAC2 HEBP2 HECA HMGCL HMGN2 HNRNPA1 HOXC11 HOXC4 HPS4 IGLL1 IL20RA INTS9 IRF2 ISOC1 JOSD1 KANSL2 KCTD17 KDELR3 KDM1A KIR2DL1 KITLG KLHL9 LEMD3 LEPROTL1 LMBR1L LRP2BP LSM3 LYPLA2 MAK16 MAP3K5 MBP MCRS1 MECR MFNG MFSD5 MGAT3 MICAL1 MIEF1 MMP11 MN1 MPST MTAP MYG1 MYH9 NAT1 NCR1 NFATC1 NFIB NKAIN1 NRG1 OR7E47P ORMDL2 PATZ1 PDCD1LG2 PDGFB PDPK1 PDSS2 PDXP-DT PFDN5 PHC2 PHF10 PIAS2 PIGV PIK3C3 PISD PLEKHA8P1 PLGRKT PLPBP POLR2F POM121L4P PPIL6 PPP1R12A PPP2CB PPP5C PRKAG1 PRMT2 PRPF31 PSD3 PSIP1 PTTG1IP PUM3 QRSL1 RAB36 RACGAP1 RANBP6 RAP1B RARG RBFA RBFOX2 RBPMS REV3L RLIG1 RNF19B RPS6 RPS6KA1 RRAGA RSRP1 SARAF SCAF11 SEC14L2 SEC63 SF3A1 SFI1 SGSM3 SH3BP1 SLC11A2 SLC35E3 SLC48A1 SLC66A2 SMAGP SMARCA2 SMARCB1 SMPD2 SMUG1 SNAPC3 SNRPD3 SNX3 SOCS6 SPATS2 SRRM1 SRRM2 SRSF4 STMN1 SUMO3 SUN2 TAB1 TAF12 TBK1 TFCP2 TFIP11 THOC5 TIMP3 TMBIM4 TMBIM6 TMEM43 TOM1 TOMM22 TRNAU1AP TSPYL1 TST TTI2 TWF1 TXN2 TXNL4A UBXN8 UFSP2 VDR VLDLR WASF1 XPC XPOT YARS1 YEATS4 YTHDF2 YWHAH ZBTB24 ZNF593 ZPR1 AGUIRRE_PANCREATIC_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AGUIRRE_PANCREATIC_CANCER_COPY_NUMBER_UP AARSD1 ACLY ACSF2 ACTR10 ADGRA2 ANKRD40 ANXA13 AOC2 AP2S1 AP4M1 AP4S1 AP5M1 ARFRP1 ARHGAP35 ARHGAP5 ARL17A ARPC1A ARPC1B ASH2L ASL ASNS ATP5F1E ATP5MC1 ATP6V0A1 ATXN7L1 BAG4 BAX BECN1 BET1 BMP4 BRD9 BRF2 C5AR1 CABYR CASD1 CASKIN2 CBLL1 CBX1 CDC27 CDKN2A CELA2B CEP72 CLTA CMAS CNOT3 CNPY3 COA3 COX11 CPSF1 CRCP CREB3 CYC1 CYP3A5 CYRIB DBP DDHD2 DDT DERL1 DGAT1 DKKL1 DLD DLGAP5 DMPK DOCK4 DPF1 DUSP3 EAPP EEF1D EHD2 EIF3K EML2 EPN1 EPN3 EXOC3 EXOC5 EXOSC4 EZH1 FAM117A FBXO17 FBXO34 FCF1 FIS1 FUT1 G6PC3 GARS1 GFUS GID8 GIPR GNB2 GPAA1 GPATCH8 GPER1 GRN GRWD1 GSDMD GSTT1 GYS1 HAS2 HEXIM2-AS1 HGH1 HIF1A HLF HNRNPL ICE1 ID1 INTS1 IRF3 KAT7 KCTD7 KDELR1 KLK13 KPNB1 KRT10 KTN1 LAMA5 LHB LIG1 LMTK2 LPCAT1 LRRC37A LRRC37A4P LRRC59 LSM1 LUC7L3 MAD1L1 MAFK MAP4K1 MAPK1IP1L MBOAT7 MICALL2 MLX MPP2 MPP3 MRPL13 MRPS12 MTAP MTMR6 MYC MYL10 MYL6 NAPA NBR1 NDRG1 NDUFS6 NFKBIB NKIRAS2 NME1 NME2 NMT1 NOSIP NPAS3 NPC1 NPEPPS NPR2 NR1H2 NSD3 NSF NTAQ1 NUBPL NUCB1 NUDC NUP62 OPA3 OPLAH OR7E12P ORAI2 OSBPL1A OSBPL2 PAF1 PAK4 PARP4 PCNX4 PCTP PDCD6 PDK2 PDK4 PHB1 PLEKHA4 PLEKHG3 PLOD3 PMS2P2 PNPO POLR1G PON2 PON3 PPP1R13L PPP1R3D PPP2R5D PRELID3B PRKCH PRKD2 PRMT1 PRPF6 PSMA7 PSMC3IP PSMD8 PSME3 PTK2 PTOV1-AS2 PVT1 RAB5C RABGEF1 RASA4 RASA4B RCN3 RETREG3 RGP1 RIOK3 RMC1 RNF139 RNF38 RNF6 RPL13A RPL18 RPL27 RPS21 RPS9 RSAD1 RUVBL2 SAMD4A SARS2 SCFD1 SCRIB SDHA SDHAF3 SEM1 SHARPIN SIRT2 SLC12A9 SLC1A5 SLC25A13 SLC26A4 SLC35B1 SLC39A4 SLC52A2 SLC66A3 SMARCE1 SMURF1 SNAPC1 SNF8 SNRNP70 SNRPD2 SNX11 SNX6 SPAG8 SPAG9 SPATA20 SPOP SS18L1 STAT5B STRN4 SYPL1 SYT5 TAF2 TAF4 TAF6 TBC1D31 TCFL5 THEM6 TLN1 TMEM248 TMEM8B TMEM94 TMUB2 TNXA TPD52L2 TPM2 TRRAP TSEN34 TTF2 TUG1 U2AF2 UBE2Z UCKL1 UPF3A UTP18 VPS28 WASHC5 WDHD1 WDR3 XYLT2 YTHDF1 ZBTB1 ZC3H3 ZDHHC24 ZFTRAF1 ZGPAT ZKSCAN5 ZNF134 ZNF146 ZNF211 ZNF264 ZNF304 ZNF331 ZNF419 ZNF444 ZNF460 ZNF573 ZNF580 ZNF623 ZNF652 ZNF787 ZNHIT1 AIGNER_ZEB1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIGNER_ZEB1_TARGETS CD24 CDH1 CDH11 CDH3 CDH4 CLDN7 CRB3 CXADR DMKN DSC2 DSP EPCAM EPPK1 F11R GJB2 GJB3 MAL2 MARVELD2 MPZL2 MUC1 OCLN PATJ PCDH7 PKP3 PMEPA1 PPL SCEL SFN SH3YL1 SHROOM3 SYTL1 TACSTD2 TMEM30B TSPAN1 TSPAN15 AIYAR_COBRA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIYAR_COBRA1_TARGETS_DN AAGAB APIP BAG1 CLDN4 CPD DCPS DCTN2 EPHB3 FGFR3 GOT2 HELLS HNRNPAB HPRT1 HSPB1 KITLG MCM2 MYO5C NELFB PCP4 PRDX3 PRX PSMD12 SLC20A1 SOX4 SPINK5 SRSF2 TMT1A ZNF395 ZNF532 AIYAR_COBRA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AIYAR_COBRA1_TARGETS_UP ACOX2 APOD AREG ASNS ASS1 C1orf159 CLDN1 CTSB DEGS1 DNAL4 ENAH EPRS1 FBXL6 FHL2 FRS2 GADD45A GAGE1 IFITM1 MAPK8IP2 MBTPS1 METTL25B MGP NEK2 NENF PARP4 PBRM1 PIP PRCP PRLR S100A8 SATB1 SERPINA3 SLC52A2 TFF3 TIMP1 TMEM50A TOMM20 TPBG TRIB3 UBL3 AKL_HTLV1_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKL_HTLV1_INFECTION_DN ADGRE1 ADGRL2 AKAP9 ANXA1 ATP5MG ATP8A2 CCNC CD3G CD86 CD96 CDH1 CDK19 CEP192 COL4A6 CPVL CTSA DENND1B DNAJB6 DNAJC15 DUSP4 DUSP6 ENPP2 FAM3C FRY FYN GNLY GPR171 GPR65 GZMA GZMB HOPX HTR3A IGFBP7 IGKC IL17RB ITGB1 JUN KHDRBS3 LANCL1 MAOA MDFIC MEF2C MEIS2 PDE4DIP PECAM1 PKIA PMCH PNISR PRUNE2 PTGS2 PTPN2 PTPN3 REV3L RIOX2 RPIA RWDD1 SDF4 SERINC1 SERP1 STAP1 TCTN3 TMEM45A TRAV8-3 TSPYL1 TTN UBE2J1 UFL1 VAPA YPEL5 AKL_HTLV1_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AKL_HTLV1_INFECTION_UP ACLY ADD2 ALDOC AP2B1 APP CBX1 CTNNA1 DNAJC7 ECI2 FABP5 GNAI1 GSDME HSD17B8 IDH2 LGALS1 LGALS3 MAP4K4 NET1 NME1 NREP PKM RAB4A S100A10 SAT1 SOX4 SQOR VAMP8 ALCALAY_AML_BY_NPM1_LOCALIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALCALAY_AML_BY_NPM1_LOCALIZATION_DN ABCB1 ABCG2 ACAA2 ACAT1 ADISSP AGTPBP1 ALDH4A1 ANK1 ARL2 ASB9 ATF6B ATP8A1 B4GALT6 BAALC BANK1 BIRC5 BLVRB CCNA2 CCNB1 CCNB2 CCNF CD200 CD34 CD38 CD48 CD69 CD96 CDC20 CDC25C CDC6 CDKN2C CDKN3 CENPM CENPX CHAF1A CHEK1 CIITA CKS1B CORO2A CRHBP CSGALNACT1 CYFIP2 DAAM1 DDX60 DHFR DHRS3 DLGAP5 DTYMK DUT EGFL7 ENDOD1 EPS8 EVL EXO1 FAAH FKBP1B FOXM1 GALC GAMT GET3 GNB5 GNG7 GPA33 GPX7 GSN GYPA GYPC HAAO HADH HDAC9 HGF HLA-DMA HLA-DPA1 HLA-DRA HLA-DRB1 HLA-DRB6 HMGN3 HMMR HNRNPA3P1 HNRNPD HOMER2 HPCAL1 IDH2 IFITM1 IFITM2 IGFBP7 IL1R2 IL2RG INPP4B INSL3 ITGA9 ITM2A ITM2C KCNIP2 KIAA0930 KIF23 KIF2C KIF4A KIFC1 KYNU LY86 MAD2L1 MAN1A1 MAP2K3 MCM10 MCM2 MCM4 MDFIC MECR MICAL1 MKI67 MLLT3 MN1 MREG MTHFD1 NCAPH NINJ2 NNT NPR3 NUP210 NXT2 OGG1 OTULINL PAK6 PALM2AKAP2 PBX2P1 PIP5K1B PITPNC1 PLAGL1 PLXNC1 PLXND1 PMAIP1 POLD1 POLE POLE2 POU4F1 PRG3 PROM1 PRR5L PTTG1 PXMP2 RAD23B RANBP1 RBM3 REPS2 RGS10 RHD RHOBTB3 RPA1 RPS6KA2 RRM2 RSAD2 S100B SEPTIN9 SERPINB6 SERPINF1 SERPINI1 SHCBP1 SIDT1 SLC1A4 SORL1 SPARC SRD5A1 STAP1 STK32B STOM SYNGR1 TESC TFDP1 TK1 TMEM106C TNFRSF14 TPX2 TRAK2 TRH TRIB2 TSPAN13 TUBG1 TYMS UBE2C UBE2G2 USP13 VEGFA WASF1 WDR62 XPA ALCALAY_AML_BY_NPM1_LOCALIZATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALCALAY_AML_BY_NPM1_LOCALIZATION_UP ABCC6 ACVR1 ACVR1B ADAM17 ADAMDEC1 ADGRE1 ADO AGXT AQP3 ARHGAP22 ARHGAP25 ASPH ATP6V1B2 BCL10 BEX3 BIK C3AR1 CAVIN2 CDC42BPB CFH CHD7 CLU COCH COL4A5 CORO1B CPA3 CTNNA1 CTNND1 DEFB1 DLG5 DPYSL3 DRAM1 DSC2 ECHDC2 EPB41L3 F13A1 FAM110B FBXO28 FOXC1 FTO FZD7 GATA2 GRB10 GSTM3 H2AC18 H2BC12L H2BC21 H2BC4 H2BC6 HMGCS1 HNMT HOXA1 HOXA10 HOXA11 HOXA2 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 HOXB7 HOXB9 ICA1 IGFBP2 IGHA1 IP6K1 IRX5 ITGA5 JAG1 KCNK5 KRT18 LAMB2 LAPTM4B LMNA LRIG1 LTB LTBP1 LUM MACO1 MEIS1 MMP2 MSMO1 MTARC2 MTMR9 NAALADL1 NAB2 NFE2L3 NKX3-1 PBX3 PCDH9 PDGFD PIEZO2 PLPPR3 PLS1 PPP1R26 PSEN1 PTX3 QPRT RAB13 RAB38 RASGRP3 RPS6KC1 RRBP1 RTL8A RTL8C SC5D SCHIP1 SCYL3 SELENOP SEMA4C SGPL1 SLC24A3 SLC29A3 SMC4 SMPDL3A SNCAIP SNX10 SNX11 SPATA6 STRN3 TANK TBL2 TCEAL9 TGIF2 TLR4 TMBIM1 TOM1L1 TRIM32 UGGT2 UNC13B VANGL1 WDFY3 WDR91 WT1 ZCCHC2 ZNF580 ALCALA_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALCALA_APOPTOSIS AAAS ANXA7 AP5Z1 APH1B ARL6IP5 ATP1A1 ATP5F1B ATP5MG AURKA BAX BCAT2 BNIP3L CASP1 CASP4 CCT5 CD48 CD7 CD74 CEBPZ CHMP7 COX4I1 CYFIP2 CYSLTR1 CYTH2 DDHD2 DENND1A EEF1A1 EIF3F ELOVL1 FAS FES FUS GAPDH GNAS GPI GZMB HADHA HCCS HLA-A HMGN1 HSPA8 IL32 MARK2 MATK METAP1 MFAP1 MFF MSH2 MTCH1 MTCH2 MTO1 MX1 NINL NUP205 OXA1L PFKP PSTPIP1 QPRT RAC2 RALB RHOA RHOH RIPK3 RIT1 RPL10A RPLP0 RTN3 SAMSN1 SCAMP3 SCCPDH SDHC SLC25A3 SLC25A6 STX4 SYMPK TALDO1 TBC1D10C TIMM17A TMEM106C TMEM35B TOMM20 TRAF3IP3 UBE2R2 UBXN4 VCF1 VDAC1 XPO1 ALFANO_MYC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALFANO_MYC_TARGETS AATF ABCA3 ABCC5 ABCF2-H2BK1 ACKR3 ACTR1A ADCY3 ADD3 ADM AFAP1 AGRN AK4 AKAP1 AKAP12 ANXA1 ANXA7 ARL6IP1 ARPC5 ASB13 ATF7 ATP1B1 ATP8A1 ATP8B1 B4GAT1 BLM BLMH BMP4 CACNB2 CAMKK2 CCL2 CCN1 CCNA1 CCNI CD1D CD59 CDC42EP3 CDK2AP2 CDKN1C CDX1 CELSR3 CLCN2 CLCN7 CLK1 COPB1 CPN1 CPNE3 CRIP2 CSE1L CSRP1 CTH CTNND1 CTSK CYTIP DAB2 DDB2 DDX17 DDX21 DESI1 DHCR7 DKK3 DLST DNAJB6 DNAJC11 DSG1 DUSP2 E2F5 EBNA1BP2 ECPAS EEF1A1 EHD1 EIF2B1 EMP1 ENPEP EPHA1 FAM216A FARSA FGA FILIP1L FKBP4 FLOT1 FRZB FYN GAD2 GAS6 GLDC GLOD4 GNAI2 GNPDA1 GOSR1 GPD1L GPR143 GREM1 GSN HERPUD1 HMGB3 HOXC9 HS3ST1 HSPA1L ID3 IGFBP1 IMP4 IMPDH1 IRF1 ITGA6 ITGA7 ITGB5 KARS1 KCNH2 KCNN4 KCTD12 KIAA0930 KIF3C LAPTM4A LARGE1 LARP1 LASP1 LDLRAD4 LRRC17 LTBP1 LY6E MAG MAP1B MARCKS MCL1 MDN1 METAP1 MGLL MMADHC MME MMP17 MSTN MTIF2 MVP MXI1 MYBL2 MYC MYCBP MYL12A MYL6 MYLK NBL1 NOP56 NPAS1 NPC2 OXCT1 PAFAH1B3 PAICS PCCA PCDH8 PCYT1B PDCD11 PDIA5 PDLIM4 PES1 PEX5 PGAM2 PHLDA1 PICALM PLAU PLAUR PLEC PLK4 PNP PON1 PPAT PPIF PPP1R15A PPP6C PSMG1 PTPN12 PTPRN2 PXN PYCR1 PYGB QDPR QSOX1 RAB5B RAP1GAP RAPGEF2 RASSF4 RBBP7 RBM5 RBP1 RCC1 RER1 RND2 RRP12 RSL1D1 RSL24D1 RUNX3 RUVBL1 S100A10 SDC1 SDC4 SDCBP SLC12A1 SLC16A1 SLC20A1 SLC39A6 SLPI SMPD1 SMPD4 SMTN SNRPD1 SNU13 SOX9 SPARC STC1 STMN1 STOM SURF2 SVIL SYNGR2 TACC2 TARBP1 TATDN2 TCF19 TCF7L2 TCOF1 TFAP4 TGFB1I1 TGFB2 TGM2 TIMP2 TLE5 TOMM40 TP53BP2 TRAP1 TRIP6 TTLL12 TUFM UBE2K UCK2 VCL VCP WBP1L XK ZEB1 ZNF177 ALONSO_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_DN ACKR2 AKAP13 BCL2L10 CDH10 CYP19A1 CYP7B1 EDN2 EPS15 FOXO1 GIMAP6 IDS IFI44L LFNG LINC00906 LRRC2 NTF4 OLIG2 PAPPA PAXX PCDH9 REST RGPD1 SECISBP2 TCOF1 TOB2 WNT2 ALONSO_METASTASIS_EMT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_EMT_DN CDH10 EDN2 PAPPA PCDH9 WNT2 ALONSO_METASTASIS_EMT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_EMT_UP ANLN APLP2 CD63 CDH2 CLIC4 CTSB CX3CR1 DSG2 EDNRB EMP1 ENC1 FGG FZD1 HMMR ITGAV L1CAM LUM MFAP1 MMP2 PFN1 PRKCA RAB1A RAN RRAGA SDCBP SELENOP SERPINA3 SMARCA1 SPA17 SPARC TUBA1A TUBA3C TUBA4A TUBB3 VCAN ALONSO_METASTASIS_NEURAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_NEURAL_UP AKT1S1 APLP2 CD63 CHN1 EMP1 ENC1 KIT L1CAM MAGEA6 MAL MITF PDGFRA PMP22 PTPRZ1 S100A10 SDCBP SELENOP SETX ALONSO_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALONSO_METASTASIS_UP ACADM ACSL3 ADK ADSL AK4 AKR7A2 AKT1S1 ALDH1A2 ANLN ANO6 APEX1 APLP2 ARID5B ASH2L ATL3 ATP5MGL ATP6V0B ATP6V0D1 ATRAID BCCIP BRK1 BTF3 BZW1 CA9 CASP5 CAV1 CBFB CCT5 CD63 CDC5L CDH2 CDKN1A CDYL CGA CHCHD1 CHCHD2 CKS1B CLIC4 COX6B1 COX8A CTSB CX3CR1 CXCL12 CYC1 DAD1 DCAF13 DCK DHRS11 DSG2 DUSP12 EDNRB EIF1B EIF3H EIF5 ELOC EMP1 ENC1 ENO1 EPB41L3 EXOC2 FAIM FAM114A1 FGG FHL1 FZD1 GABARAP GGH GHITM GLO1 GNG12 GOLT1B GON7 GRB2 GSTA4 GTF2H2 H3C4 H4C2 H4C3 HIBADH HMMR HSPA8 IDE IFITM2 IFRD1 IGFBP1 IL1RL1 ITGAV KIF11 KIFBP KLF10 L1CAM LAMTOR5 LAPTM4A LHFPL2 LIPA LRPAP1 LUM MAGEA6 MAL MAP4K3 MAPRE1 MDH1 MDM2 METTL13 MFAP1 MMADHC MMGT1 MMP2 MRPL15 MRPL37 MRPS22 MYB NCOA4 NDUFAB1 NDUFB11 NDUFB3 NHP2 NME2 NPC2 PAICS PCID2 PDE5A PFKM PFN1 PLAAT3 PMM1 PMP22 POLR3K PPP1R3C PPP1R8 PPP2CB PPP2R5C PRDX5 PRKAR1A PRKCA PTPRZ1 RAB1A RABAC1 RAN RBM4 RCBTB2 RNASE4 RPL10A RPL35A RPS10 RRAGA S100A10 SCD SDCBP SDHD SELENOP SERINC1 SERPINA3 SET SHB SKP1 SLC25A17 SLC25A33 SLC30A6 SLC38A9 SMARCA1 SMDT1 SMIM12 SPA17 SPARC SPCS1 SRI STK24 TCEAL9 TGFBR2 TIMM10 TMBIM4 TMCO1 TMEM199 TMEM248 TMEM258 TMEM50B TMEM9B TP53I3 TUBA1A TUBA3C TUBA4A TUBB3 TXNRD1 UBE2D2 UBL5 VBP1 VCAN VDAC1 VKORC1 WEE1 XRCC5 YWHAQ ZNHIT3 ALTEMEIER_RESPONSE_TO_LPS_WITH_MECHANICAL_VENTILATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ALTEMEIER_RESPONSE_TO_LPS_WITH_MECHANICAL_VENTILATION ADAMTS4 ADM AKAP12 ARG2 ATF3 BCL2A1 BCL3 BST1 C5AR1 CASP4 CCL15 CCL17 CCL20 CCL3 CCL4 CCR1 CCR2 CCRL2 CD14 CEBPD CH25H CLEC4D CLEC4E CLEC6A CMPK2 CSF2 CSF2RB CSF3R CTPS1 CXCL10 CXCL3 CXCL6 CYBB EBI3 F13A1 F3 FCER1G FCGR1A FCGR2A FGL2 FPR2 GADD45G GBP2 GBP4 GCH1 GDA GEM GK GPR65 GPR84 HCAR2 HPX IFI16 IFIH1 IFIT1B IFIT2 IL15 IL1A IL1B IL1R2 IL1RN IL36G IL4I1 IL6 IRF7 IRGM ISG15 ITGAM JUNB LCP2 LILRB3 LITAF LST1 MAFF MAP3K8 MARCKSL1 MEFV MS4A6A MT1A MT2A MXD1 NFIL3 NFKBIA NFKBIZ OAS2 OAS3 OASL2P OSMR PFKFB3 PLA2G7 PLAUR PLEK RAB20 RCAN1 RDH5 RELB SAA3P SAP30 SELL SELP SERPINE1 SLA SLC15A3 SLC26A4 SLFN12L SOCS3 SOD2 ST3GAL1 STAT1 STAT2 TFEC TFPI2 TGM1 THBS1 TIFA TIMP1 TLR2 TNFAIP2 TNFAIP3 TNFSF9 TREX1 TRIM5 UPP1 USP18 VCAN AMBROSINI_FLAVOPIRIDOL_TREATMENT_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMBROSINI_FLAVOPIRIDOL_TREATMENT_TP53 ABCA5 ABHD8 ACACB ACOX2 ACSL1 ADD3 ALOX5 ANG ARMC9 ATP2A3 B3GAT3 B4GALT4 BIN1 CACNA1G CAMK2G CAP2 CC2D1A CCDC85C CCDC92 CCN2 CCND3 CDK2 CDK2AP2 CDKN2D CELSR2 COL15A1 CPSF4 CPT1A CXCL2 CXCL3 CYP4F3 DGKA DHTKD1 DIAPH1 DMC1 DNAJB2 DNAJC1 DVL3 EI24 FARS2 FCMR GABBR2 GLE1 GNA11 GPER1 GTF2A1 HELZ HMCES HMGB1 HSPB1 IL11 IL17B IL1RN IL21R ITPR2 KCTD9 KHK KIAA0513 KIF5C LLGL2 LRP6 MED12 MGRN1 MICAL1 MSI1 MXD1 NEBL NECAB3 NEMP1 NEO1 NFATC2IP NR3C1 NSD2 OLFML2A PALM PARD3 PASK PDGFRL PDLIM7 PEG10 PIDD1 PLCXD1 POLR2L PRKAB1 RAD51 RALGDS RETREG1 RNFT2 RRAGD SCAMP5 SEMA3B SEPTIN10 SERPINA1 SLIT2 SNTB2 STARD3 SULT1A2 TAX1BP3 TCAF1 TFCP2L1 TRPC1 TSHR VAMP2 WNT6 ZNF337 ZNF532 ZNF701 AMIT_DELAYED_EARLY_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_DELAYED_EARLY_GENES ATF3 BHLHE40 BTG2 CREM FOSL1 FOSL2 HES1 ID1 JUNB KLF10 KLF6 MAFF NAB2 PIAS1 RBMS1 ZFP36 ZFP36L1 ZFP36L2 AMIT_EGF_RESPONSE_120_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_120_HELA AMOTL2 AREG ARPC4 ARRB1 BCL10 BDNF BIRC2 CDC27 CDC42EP2 CDKN1A CEP104 CHST3 CLCF1 CXCL1 CXCL2 CXCL8 CYP1B1 CYTH1 DAG1 DAXX DUSP4 DUSP6 EPHA2 EPHB4 F3 FOSL1 FOXC2 GADD45A GDF15 GEM HBEGF HNRNPH1 IER5 IL27RA IRS2 JAG1 JUND JUP KDM6B LAT2 MAFF MAP2K3 MAP3K14 MATK MCF2L MCL1 MTARC2 MVD NAB2 NAP1L1 NDEL1 OGFR PLAUR PUS3 RUNX3 SAT1 SNAI1 SOWAHC TAGLN TBL3 TCIM TGFA TNFRSF10B UBXN4 VPS37B ZFP36L2 ZNF747 ZPR1 AMIT_EGF_RESPONSE_120_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_120_MCF10A ALDH1A3 AP1S1 APOO BAX BCL10 CCL20 CDV3 DUSP6 DYNC1LI1 EIF1 ENC1 EPHA2 EPOR EREG FOSL1 GDF15 GPR161 HBEGF IL1A IL1B ING2 LIF LSM4 MAFF MRGBP NAP1L1 NSUN3 PCBD1 PDLIM5 PHLDA3 PLAUR PTPA RPS6KA4 SDHAF1 SERPINB2 SH2D3A SPRY4 TESK1 TRIM21 TXNRD1 YRDC AMIT_EGF_RESPONSE_20_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_20_HELA BTG2 FOS GADD45B JUN NPIPA1 PILRB PPP1R15A PRKAR1B ROCK2 SNAP25 TXNIP ZC3H12A AMIT_EGF_RESPONSE_20_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_20_MCF10A AQP3 MDFI MMP14 PHTF1 PSMD13 RAD23B SCARB2 SCD SEMA3F SLC39A7 SRPRA THBS1 AMIT_EGF_RESPONSE_240_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_240_HELA AKAP12 ARF6 ARHGDIA ARPC4 BCL3 CAPRIN2 CD55 CDK17 CREM DKK1 DLGAP4 DNMBP EHBP1L1 EHD1 ELL2 EPN2 EZR FARSA FGF2 FHL3 GFPT2 GJB3 GRAMD2B IL11 IL7R ING2 LETM1 LRP8 MAT2A NDRG1 NUP160 PCDH7 PDLIM5 PLK2 PLPP3 RBMS1 RGS2 RPS6KB2 RYK SDC4 SH2B3 SHB SLC7A11 SOX13 SPRED2 SRPRA SYDE1 TBX3 THBS1 THOC1 TM4SF1 TNFRSF1A TOP1 TPM4 TUBGCP2 TXNRD1 VAV2 YKT6 ZEB1 AMIT_EGF_RESPONSE_240_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_240_MCF10A AKAP12 B3GNT2 BMP2 DUSP4 EHD4 GABPB1 GPN2 HERPUD1 INSIG1 ITSN1 MICAL2 PCDH7 PLAU PTAFR PTHLH SLC7A11 SOCS2 STK17A TGFA TNFRSF12A TUBB2A AMIT_EGF_RESPONSE_40_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_40_HELA ATF3 ATL2 BCL3 BTG2 CAMKMT CBX4 CCNA1 CCNL1 CDKN2AIP CEBPB DUSP1 DUSP2 DUSP5 EGR1 EGR3 HES1 ID1 IER2 IER3 IL6 JUN JUNB KCNJ12 KLF2 KLF6 LDLR MBNL1 MBNL2 NFIB NR4A1 PALMD PIAS1 PIP5K1A PPP1R15A PTGS2 RNF141 SEC23A SGK1 SLC2A3 UBE4B UBR5 ZFP36 AMIT_EGF_RESPONSE_40_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_40_MCF10A ADM BUB1 CCN1 DUSP5 EGR1 EGR3 FOS GNS HSDL2 JUN KLF6 MIS18BP1 NDUFB6 TIMM44 TUFT1 UNC93B1 ZFP36 AMIT_EGF_RESPONSE_480_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_480_HELA ABHD2 ACTC1 ACTN1 AGRN AMIGO2 ARHGDIA ARHGEF18 ARHGEF2 ATOSB B4GALT1 BCAR3 BCL2L1 BIN1 BRD2 BRD3OS CAMSAP1 CAMTA2 CCND1 CCND3 CD44 CDK9 CDV3 CDYL CHST11 COL4A1 COL4A2 CTNNB1 CYB561 DAPK3 DCLK1 DGAT1 DHPS DIAPH1 DLGAP4 DPAGT1 DUSP4 DUSP7 EFHD2 EGFR EGLN1 EHD1 ENC1 ERCC1 EXT1 FAM50B FGFR1 FOXD1 FST FXR2 GABPB1 GAK GLRX3 GMDS GPAA1 GPRC5A GRAMD1B HBEGF HEBP2 HMGA1 HMGXB3 HOMER3 HPCAL1 IGFBP4 IL11 INPP1 ISG20 ITGA2 ITGA5 ITGA6 ITGB5 ITPR3 KRT17 KYAT1 LAMP1 LPCAT4 LTBR LY6E MAD1L1 MALL MAP2K3 MBD1 MBP MICAL2 MT1F MT1H MT1X MT2A MTA1 MTAP MYO9B NCLN NEDD9 NET1 NFKB2 NUDT4 OSMR P3H2 PARVA PCGF2 PDLIM5 PDLIM7 PGAP6 PHC2 PHLDA2 PICALM PLAU PLAUR PLEC PLPP3 PMEPA1 PNO1 POM121 PPDPF PPIAP21 PPIF PTGS1 PTPRF PVR RANGAP1 RELA RHOC RHOD RNF126 RRBP1 RRP1 RRP12 SEPTIN9 SERPINE1 SERPINE2 SERPINH1 SFN SH2D2A SH3BGRL3 SLC19A1 SLC1A5 SLC25A37 SLC35F6 SMTN SNRPF SORBS3 SPHK1 STC1 SYDE1 TACSTD2 TBC1D2 TGM2 TM4SF1 TMEM158 TNFRSF12A TNFRSF21 TNS4 TOR4A TPBG TRAF4 TRIO TSPAN14 TUBB2A TUBB4B USF2 VASP XAB2 YJU2 ZFP36L2 ZYX AMIT_EGF_RESPONSE_480_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_480_MCF10A APIP ARL4C BDKRB1 CABIN1 CHST11 CYP27B1 EGLN1 FOXD1 FST GFPT1 GIT2 GPR153 GRB10 HPCAL1 ITGA2 LYPD3 MAPK1 MREG MRM2 NAV3 ODC1 PHLDA2 PLEK2 PMAIP1 POPDC3 PTHLH RAB22A RFC1 RHOF SCG5 SH2D2A SLC35G2 SMTN SOX9 SRRD SSNA1 STC1 SZRD1 TIMM10 TRIB3 UNC119B VEGFA VEGFC AMIT_EGF_RESPONSE_60_HELA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_60_HELA ATG4A BHLHE40 CCN1 CCN2 CCND1 CITED2 DCUN1D4 DNAJC24 EXOC5 FOSB FOSL2 FOXC1 FXR1 GPRC5A HES1 HSPH1 KCNJ12 KLF10 KLF6 LDLR LIF MBNL2 MED20 MOAP1 NAA15 NCKAP1 NKTR NR4A2 NR4A3 PER1 PKM PLSCR1 PMAIP1 PTPN11 RHOB RUNX3 SERPINE1 SLC20A1 SLC2A3 SNAI2 SOD2 TIPARP TNFAIP2 TRIM52-AS1 UGCG VEGFA ZFP36L1 AMIT_EGF_RESPONSE_60_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_EGF_RESPONSE_60_MCF10A BHLHE40 C11orf68 CALD1 CCN1 CCN2 CXCL2 CXCL8 DAPP1 DLC1 EGR1 GADD45A GLIPR1 HES1 ID1 IER2 IER3 IL6 INHBA ITGB6 JUN JUNB KLF7 MAGED2 MAP3K14 MGMT PDLIM5 PLK2 PTGER4 PTGS2 RANBP3 RND3 SLC35D2 SOWAHC TNFAIP3 TOMM22 TP63 TPM1 TRIB1 ZC3H12A AMIT_SERUM_RESPONSE_120_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_120_MCF10A ATP8B1 BCAR3 BMP2 C3orf52 CD55 CDKN1C CDR2L CIZ1 CLCF1 CSTF2 CXCL10 DAPP1 DLX2 DUSP10 EDN1 ESRP2 ETS2 EZR FEM1B FERMT2 GADD45A GADD45B GBP1 GCNT1 ID1 ID2 ID3 IFIT5 IL36G IRS2 ISOC1 JUNB KLF10 KLF4 KLF5 KRT10 LIF MAFF MAP3K14 MCL1 MNT MREG NEDD9 PDLIM5 PDZD2 PIM1 PLAGL2 PLAUR PPP2R5D RAP2B RND3 RYBP SCHIP1 SERTAD3 SETD3 SIK1 SKIL SOWAHC SOX9 SPHK1 STX12 SUN1 TESK1 TRIM21 YRDC AMIT_SERUM_RESPONSE_20_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_20_MCF10A ATP8B2 DGKH DUSP6 EPOR GLE1 IL22RA1 ITGB1BP1 JUN PACSIN1 SERPINB13 SLC39A9 SLC5A3 SNCA SORBS3 SRPRA UBBP1 WDR74 AMIT_SERUM_RESPONSE_240_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_240_MCF10A ABLIM3 ADRB2 AKAP12 ALDH1A3 ANGPTL4 ARHGEF3 B3GNT2 B4GALT4 BCL2L1 BLZF1 CD24P4 CDC42EP1 CDH1 CDKN1C CLDN1 CLTB DKK1 DSG3 EHD4 EMP1 EZR FBXL18 FST GABPB1 GBP1 GLIPR1 GRAMD2B HERPUD1 ITGA2 ITGA5 ITGB6 KRT6A KRT6B LRRC8B MAP3K11 MRPL33 NECTIN2 OCLNP1 PCDH7 PDLIM5 PGBD5 PHLDA2 PHLDA3 PKP2 PRKAG2 PRSS8 SERPINB2 SERPINE1 TGFA TGFB1I1 TGM1 THBS1 TIMM44 TJP1 TLR2 TM4SF1 TNFRSF21 AMIT_SERUM_RESPONSE_40_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_40_MCF10A ADM ATF3 CITED2 CLIC4 CXCL2 CXCL3 DCN DTX2P1-UPK3BP1-PMS2P11 DUSP1 EGR1 FOS FOSB FPR1 GLRX3P2 GLUL GM2A IL1A JUN KLF6 LGMN MCL1 NAMPT NR4A1 NR4A2 PVR RGS2 SLC16A4 TCTN2 TOMM22 TP63 WEE1 ZFP36 AMIT_SERUM_RESPONSE_480_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_480_MCF10A ACTBP9 ACTN4 ADGRG2 APIP B4GALT4 CD24P4 CDV3 COPS8 COX10 CYB5R1 FOSL1 GMEB2 HSPBP1 KRT10 KRT6A MALL MCM10 MFAP5 MOB3B MRGBP MRM2 MT1F NSMF OR7E12P PARG POLR1G PTX3 PVR S100P SIGMAR1 SLC25A32 SLC26A2 SPRR1A SPRR1B SPRR2A SSNA1 TIMM23 TPM1 ZBTB24 AMIT_SERUM_RESPONSE_60_MCF10A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMIT_SERUM_RESPONSE_60_MCF10A BHLHE40 BMP1 C1orf116 CALD1 CCL20 CCN1 CCN2 COBLL1 CXCL8 CYBRD1 DUSP5 EGR1 EGR3 ELL2 EREG ETS2 FN1 FRMD4B GAS1 HBEGF IER2 INHBA IRS2 ITSN1 KLF7 MAFB MAGED2 MAP3K8 MBNL2 NR4A2 NUAK2 PCBD1 PDLIM5 PIP5K1A PLK2 PMAIP1 PNRC1 POT1 PTGER4 PTGS2 PXMP4 RCAN1 RHOB SCD SERPINB13 SGK1 SLC35D1 SOX4 STK38L TCEAL1 TGIF1 TM4SF1 TNC TNFAIP3 TRIB1 TUFT1 VGLL3 ZC3H12A AMUNDSON_DNA_DAMAGE_RESPONSE_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMUNDSON_DNA_DAMAGE_RESPONSE_TP53 ADGRB3 BTG1 BTG2 CCNG1 CDKN1A CTSD DDB2 LIF MDM2 PHLDA3 PLXNB2 PPM1D ST14 TNFSF9 TRIM22 XPC AMUNDSON_RESPONSE_TO_ARSENITE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AMUNDSON_RESPONSE_TO_ARSENITE ACAP2 ADAM17 ADNP AGXT AHSA1 AKAP1 ANLN AP4B1 APBA2 ARIH1 ASB3 ASNS ATF3 ATP10D ATP2C1 ATP6V0A1 ATP6V0D1 ATP6V0E1 ATP6V1C1 ATP6V1G1 B3GNT6 BAG2 BCAS2 BCAT1 BCL2L2 BCL3 BMAL1 BMP2K CARS1 CCPG1 CCT8 CDC14A CDC42EP3 CDK6 CEBPB CEBPG CHD2 CHERP CIT CLEC2B CLK1 CLK2 CNPY2 CNTRL CPEB4 CTDSP1 CTH CTSA DAG1 DAZAP2 DDIT3 DLC1 DNAJA1 DNAJB4 DNAJB5 DNAJB6 DNTTIP2 DYRK1A E2F6 EIF2S2 EIF4EBP1 ESRRA ETS2 EXT1 FHL2 FJX1 FOXO3 FUT4 FXR1 GARS1 GK2 GLA GOLGB1 GRN GTF2H1 GTF3C3 GUCY1A1 H2BC5 HEXA HIBCH HMBS HNRNPAB HPS5 HSPA13 HSPA1L HSPA4 HSPA4L HSPA9 HSPE1 HYAL2 IARS1 ID3 IGF2R IGFBP6 IL10RA IL6ST INTS6 IRAG2 ISYNA1 ITGAX JUNB KCNF1 KDM2A KDM6A KIFC3 KLF12 LAMTOR3 LEPR LYN LYZ MAFF MAFG MAN1A2 MAPK7 MARS1 ME1 MED14 MED16 MLLT11 MMD MR1 MSC MT1B MT1E MT1F MT1G MT1H MT1L MT1X MT3 N4BP2L2 NAALAD2 NEAT1 NEU1 NFE2L1 NFE2L2 NKTR NPM1 OGT PAXIP1 PCK1 PDS5B PEX11B PFDN5 PIK3R4 PLAAT3 PLIN2 PLOD1 PLTP POLR1C PRKCA PRNP PSPHP1 PTPRB RAD51AP1 RALGDS RBM5 RCC1 RELB REV3L RIT1 RNF115 RPL27 RPS6KC1 RPUSD2 RRAGA RUNX3 SCRN3 SERPINH1 SH2B1 SH2D3C SIAH2 SLC1A4 SLC22A1 SLC43A1 SLC7A5 SOD1 SPARCL1 SPRR3 SRPK2 ST13 ST3GAL5 STAT6 STC2 STK10 STK17A TANK TAOK3 TAP1 TBL1X TFE3 TIMM17A TLE4 TMF1 TMSB15B TNFRSF10B TNKS TOP3A TPP1 TRIP13 TSC1 TSC22D3 TUBGCP3 TULP4 UBE2B UBE2H UBXN8 UPP1 VEGFA WARS1 ZFAND5 ZFX ZMYND8 ZNF184 ZNF24 ZNF254 ZNF43 ZNF85 ZSCAN26 ANASTASSIOU_MULTICANCER_INVASIVENESS_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANASTASSIOU_MULTICANCER_INVASIVENESS_SIGNATURE ACTA2 ADAM12 AEBP1 ASPN BGN C1QTNF3 CDH11 COL10A1 COL11A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A2 COL6A3 COMP COPZ2 CRISPLD2 CTSK DCN EDNRA EPYC FAP FBN1 FN1 GLT8D2 GREM1 INHBA ITGBL1 LGALS1 LOX LOXL2 LRRC15 LUM MFAP5 MMP11 MMP2 MXRA5 NID2 NOX4 NTM NUAK1 OLFML2B PCOLCE PDGFRB PLAU POSTN PRRX1 RAB31 RCN3 SERPINF1 SFRP4 SNAI2 SPARC SPOCK1 SUGCT SULF1 THBS2 THY1 TIMP3 TMEM158 TNFAIP6 VCAN ANDERSEN_CHOLANGIOCARCINOMA_CLASS1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSEN_CHOLANGIOCARCINOMA_CLASS1 ABHD3 ANKRD1 ATP1A1 C1QL4 CDH6 CLDN9 CRYBB2 CRYM CSPP1 CTXN1 CXCL6 DBNDD1 DCDC2 DEFB1 FGFR2 GAL3ST1 GAREM1 GGT6 GMNN GOLGA7B GUSBP14 H1-2 H4C8 HKDC1 HNF1B ITIH5 KANSL1L KCNF1 KRT23 LOXL4 LPGAT1 LURAP1L MCCC2 MLH3 MTCL1 NME5 NUAK2 OXTR PALS2 PAQR5 PATZ1 PGBD5 PIEZO2 PKHD1 PSPH PTHLH PTPN14 RGS14 RGS4 SCTR SLC4A3 SLC5A9 SMYD2 SPP1 SYT12 TMEM156 TNFRSF12A UBD VEPH1 VN1R1 VTCN1 WNK2 ZDHHC1 ANDERSEN_CHOLANGIOCARCINOMA_CLASS2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSEN_CHOLANGIOCARCINOMA_CLASS2 ADAM8 ADGRF1 ALDH3B1 ANKRD22 ANLN ANXA3 AP1S3 APOBEC1 ARHGAP27 ASPHD2 AUNIP AURKA BCL11B BCL2L15 BCO1 BHLHE41 BIK BORA BUB1 C15orf48 C19orf33 C1GALT1 C1orf116 CAPG CBLC CCNB2 CD55 CDC20 CDCA3 CDCP1 CDH17 CDH3 CDX2 CEACAM5 CEACAM6 CEMIP CENPE CEP55 CKMT1B CLDN4 CLIC3 COL11A1 COL12A1 COL1A2 COL6A3 CORO2A CST6 CTHRC1 CTSE CTSV CYP2S1 DAPP1 DHDH DKK1 DLGAP5 DTX2 ELL3 EPHX3 EPS8L1 FA2H FAM83D FERMT1 FGFBP1 FXYD3 GALNT12 GALNT6 GCNT3 GJB3 GJB4 GJB5 GPA33 GPR160 GPR35 GPR87 GPRC5A HK2 HOXB7 HSH2D HSPA1B IGFL2 ITGA2 ITGB6 KCNK1 KCNN4 KIF11 KIF15 KLF5 KLK10 KLK6 KLK7 KRT15 KRT17 KRT19 KRT20 KRT6B LAMB3 LAMC2 LEMD1 LGALS3 LGALS4 LIPH LPAR5 MECOM MISP MMP12 MSLN MTMR11 MUC17 MXRA5 MYB MYEOV MYH14 MYO1A MYOM3 NFE2L3 NMU NOX4 NOXO1 NRP2 OLFM4 OLR1 PKP3 PLA2G10 PLAC8 PLAUR PLBD1 PLEK2 PMAIP1 PPP1R14D PPP1R1B PSCA PTK6 PTPRR QPCT REG4 RHBDL2 S100P SAPCD2 SCEL SCIN SERPINB2 SERPINB5 SFN SIX4 SLC16A3 SLC39A4 SLC4A11 SLC6A14 SLC6A20 SMPDL3B SOX21 SPIRE2 SPOCD1 ST14 ST6GALNAC1 STYK1 TFCP2L1 TJP3 TMC7 TMPRSS4 TOP2A TPX2 TRIM31 TSPAN1 TTK TUFT1 UBE2C UNC93B1 USP54 VCAN VDR VILL VSTM2L WNK4 ZBED2 ANDERSEN_LIVER_CANCER_KRT19_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSEN_LIVER_CANCER_KRT19_DN ABCC6 ACSL5 ADRA1B AFM AK3 AKR7A3 ALAD ALDH1A1 ALDOB AMACR ANG AOX1 APOA5 ARMC5 BAAT C8G CEBPB CIDEB CPQ CPT2 CRYL1 CYP3A4 CYP4F2 DECR2 DIO1 DPYS EPHX1 ETFDH G6PC1 GNMT GPT GPX2 GRHPR GSTM1 HADH HAO2 HMGCS2 HPD HSD3B7 ITIH1 KHK LEAP2 MGST2 MRPS36 NFIX PAPSS2 PC PCYOX1 PDE2A PEMT PFKFB1 PGRMC1 PKLR PRDX6 PTGR1 PTMS RETSAT SAA4 SEL1L SELENBP1 SERPINA3 SERPIND1 SERPING1 SIAH2 SLC22A7 SLC25A25 SLC31A1 SLC41A2 TESK2 TFR2 TMEM140 TNIP1 UGT2B10 UGT2B15 UGT2B17 ANDERSEN_LIVER_CANCER_KRT19_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ANDERSEN_LIVER_CANCER_KRT19_UP APEX1 ARHGAP18 CALM2 CBX3 CCT2 CHKB CSTB CTSV DYNLT1 EPCAM IP6K2 KHDRBS1 MMP12 NAP1L1 NCF2 NOP58 POLR1H RPIA RPL10A RPL13A RPL27A RPL3 RPL35A RPL9 RPP21 RPS12 RPS14 RPS17 RPS18 RPS25 RPS3A TES YWHAQ ZDHHC7 ZSWIM1 APPEL_IMATINIB_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/APPEL_IMATINIB_RESPONSE ACP5 APOC1 APOD APOE ASAH1 C5AR1 CD163 CD300A CD68 CTSA CTSB CTSD CTSH CTSL CTSZ ENG FUCA1 GBA1 GM2A GNS GUSB HEXA HEXB LAMP1 LAMP2 LILRB3 MSR1 NEU1 OSBPL3 PLD1 PLSCR1 PPARG RARRES1 APPIERTO_RESPONSE_TO_FENRETINIDE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/APPIERTO_RESPONSE_TO_FENRETINIDE_DN ARFGEF2 ARMC9 ASNS ATP5F1B ATP5MF ATP5PO BANF1 C1orf198 CCNDBP1 COL3A1 CSTPP1 CYB5B DHFR EGFR EIF3F EPC1 FCGR1A FLI1 FMNL1 H2AZ1 H4C3 HEATR4 IARS2 IFITM2 IFITM3 ISCU LDHA MBOAT7 MDH1 MDH2 MON1B MTX2 NDUFA2 NDUFC1 PGK1 PPIH PPP1CC PSAT1 PTCD3 PTMA RSU1 SERPINB2 SET SIGMAR1 SLC3A1 SLC4A5 TMSB4X TRIM28 UBALD2 UGGT2 UQCR10 APPIERTO_RESPONSE_TO_FENRETINIDE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/APPIERTO_RESPONSE_TO_FENRETINIDE_UP ABHD4 AHSA1 AKAP9 BRD2 CCL13 CCN1 CCNJL CCNL2 CYB5R1 FOXJ3 GAD1 GDF15 HSPA4 HSPA8 ITGAX KIF21A KRT6B MGP MMP3 MYADM MYO1E NID1 PALM3 PDZD2 PLCD4 PRKACB PSMA7 PSMC4 RRP12 SDC4 SRR STXBP3 TFRC TM4SF1 TSC2 UBQLN1 UCHL1 ZNF672 APRELIKOVA_BRCA1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/APRELIKOVA_BRCA1_TARGETS ACTA1 ACTA2 ACTC1 ANXA3 ANXA5 APP ARF1 ATP6AP1 CA2 CKB DDX1 DDX21 DDX24 DDX3X DLG1 DNAJA1 EIF2S1 EIF3C EPRS1 FGFBP1 FGFR1 GOT2 HMGA2 HSP90AA1 ID3 KRT8 LXN NEFL NUMB PDIA3 PEG3 PSMC1 PSMC2 QKI RIT1 ROCK2 RPA2 SARS1 SFN SPTAN1 STAM TAGLN TFAP2C TPM1 TUBA1A VIM WARS1 WNT3 ASGHARZADEH_NEUROBLASTOMA_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASGHARZADEH_NEUROBLASTOMA_POOR_SURVIVAL_DN ADCY1 APBA2 BTBD3 C1orf35 CACNA1G CAMTA1 CENPBD1P CHD3 CILK1 CNR1 DDHD2 ERCC6L2-AS1 FAXC FOXP1 FUBP1 GATAD2B GFRA3 GNAI1 GPR85 H2AZ2 HAP1 HIVEP3 HOXC6 HRK NTRK1 PGM2L1 PLPPR3 SCN3A SCN3B SDK1 SMARCE1 SNHG29 SOX4 SPTBN4 ST7 ST8SIA2 TADA2A THAP2 TMOD2 USP8 WDR33 ZNF710 ZNF91 ASTIER_INTEGRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASTIER_INTEGRIN_SIGNALING ABCA4 ACACB ACSL3 C2orf27A CACTIN CASP7 CCT4 CD79A CHRNB4 CMC4 COPS5 CORO1A DLGAP4 DPF2 EIF2S1 EPB41L1 ETV4 FERMT2 FOS GAA GATA2 GDPD5 GFRA2 GJB3 IK ITGAE JUND KIF21B KRT4 LGALS8 LIMK2 LYPD1 MDN1 MLXIP MTOR N4BP2L2 NUP205 NUP88 ODF1 PART1 PIK3C3 PSMC1 RASSF2 RHOA RRAGD SBF1 SFTPD SPRY1 STARD3 TMEM131 TOR1A TTTY2 U2 U2AF2 USP13 VAV2 VPS45 ZYX ASTON_MAJOR_DEPRESSIVE_DISORDER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASTON_MAJOR_DEPRESSIVE_DISORDER_DN AAK1 ABCA2 ABCA8 ACSM3 ADIPOR2 AMD1 APLP1 APOD ARHGEF10 ASPA ATM BBX BCAT1 BIN1 BRD2 CACNG3 CADM4 CAP2 CAPN3 CDC42EP1 CDH19 CDK18 CDK8 CDKN1C CLDND1 CNOT9 CNP CNTN2 COL16A1 COL4A5 COPA CRYAB CRYBG3 CYP19A1 DDX11 DFFA DICER1 DPH2 DYNC1LI2 EFS ENOSF1 ENPP2 EP300 EPHA5 ERBB3 EVI2A FADS1 FAM53B FGFR2 FOLH1 FRMD4B GABRB2 GLA GOLGA2 GPR37 GPRC5B HSPA2 HTR4 JAM3 KIF13B KIF1B KIF2A KLK6 KLRC1 LAMP2 LDB3 LILRA4 LINC00847 LIPA LIPE LITAF LMO4 LPAR1 LRP8 MAG MAL MAN2A1 MAPK8 MAPT MCM7 MDC1 MOBP MOG MTMR2 MX1 MYO1E MYO9B MYRF NAPA NFASC NKX2-2 NPC1 NPIPB3 NTRK2 NUP88 OLIG2 P2RX7 PALM2AKAP2 PCBP2 PCSK2 PDE6B PDE8A PDK2 PIK3R1 PLAGL2 PLLP PLP1 PLPBP PMP22 PPFIBP2 PPP2R3A PRKCQ PRPF19 PSEN1 PSMD11 PTK2B PTP4A2 PWAR5 RALA RASGRF1 RBM8A RDX RNASE1 RNF19B SCAMP5 SCARB2 SEMA3C SF1 SLC31A2 SLC4A2 SLF2 SNRPE SNX19 SORBS2 SOX10 SPOCK1 SPOCK3 SRPK3 SRSF10 SS18 ST18 STIP1 SYNGR2 SYNJ2 TAF11 TF TIAM1 TMBIM6 TMC6 TMEM63A TMEM87A TRIO TSPYL1 UBE2A UGT8 UNC13A VAMP3 WWP1 ZFP36L2 ZKSCAN1 ASTON_MAJOR_DEPRESSIVE_DISORDER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ASTON_MAJOR_DEPRESSIVE_DISORDER_UP ACD ADAM22 AHCYL2 ANKRD6 ANOS1 APC ATP5PB BCL11A CALD1 CCKBR CELF2 CEP250 CMC4 COMP COPG2IT1 CTNNAL1 DDX23 DGCR5 DLGAP1 DOP1A GREB1 GSTM1 GSTM3 HEXA IGFBP7 JUN LTBP1 MN1 MTHFD2 OSBPL2 OSER1 PCM1 PENK PLAGL1 PPFIA4 PTH1R PTPRT RAB2A REV3L RRAS2 SAMD4A TBC1D1 TNFRSF25 TPM2 TSC1 TTR XYLT1 ZNF423 ZNF529 AUJLA_IL22_AND_IL17A_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AUJLA_IL22_AND_IL17A_SIGNALING CCL3 CSF3 CXCL1 CXCL5 CXCL9 DEFB4A DUOX2 IL19 IL36G S100A12 S100A7 AUNG_GASTRIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AUNG_GASTRIC_CANCER A4GNT ALDH7A1 AQR ATE1 ATP5IF1 BIRC5 BRD4 C19orf25 CBFA2T3 CCT3 CSAG2 CYP2W1 DEFA5 DEFA6 DKK4 ETS2 FXYD3 GOLPH3L HORMAD1 HOXA10 IFRD1 IL16 JUN KIF4A KMT2D LRRC45 MAPK13 MED1 MIA MMP10 MYBL2 NEK9 NIPSNAP3B NOP14 OLFM4 PRICKLE3 PRKAG1 RCC2 REG4 RPL8 SEC31B SH3BGRL2 SRSF9 STAT2 SULT1C2 TAPBP THADA THBS3 TMLHE TPT1 TYRO3 ZWILCH AZARE_NEOPLASTIC_TRANSFORMATION_BY_STAT3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AZARE_NEOPLASTIC_TRANSFORMATION_BY_STAT3_DN ADIRF AQP3 CCL20 CDA CPE CRYBG2 FARP1 FOXG1 GPRC5A HR HSPG2 KRT13 PEG10 PLAC8 PPL PTGES PTGS1 TFPI AZARE_NEOPLASTIC_TRANSFORMATION_BY_STAT3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AZARE_NEOPLASTIC_TRANSFORMATION_BY_STAT3_UP AOX1 APOBEC3G ARHGAP25 ARHGDIB ARL4C ARMCX2 B4GALT1 CA12 CALB1 CALD1 CALML3 CALU CCND2 CDH11 CDK17 CDV3 CFH CHP1 CLDN1 CLIC4 COL5A1 COL5A2 COPA CPS1 CRYBB2 CSF3 CUX2 CXCL11 CYP51A1 DCBLD2 DDX3X DHX9 DPYSL3 DUSP4 ELAVL2 EMP3 EOGT FEZ1 FGFBP1 FLI1 FN1 FOXA2 FST G0S2 G3BP2 GABPB1 GNG11 GPX3 GREM1 HMGCS1 HRH1 IFI16 IFI27 IFI6 IFITM1 IGF2 IL13RA1 IL13RA2 ITGB6 JAG1 KCNMA1 LPXN LTBP1 MAN1A1 MAP1B MCL1 MMP3 MX1 NEAT1 NEFL NF2 NNMT NSG1 NUP160 NUP188 NUPR1 OAS1 OAS2 PALLD PCDH7 PDPN PID1 PLK2 PLTP PRNP PRSS2 PRSS3 PRSS3P2 PTBP3 PTGS2 PTPN11 PTPRK RAB5A RAB6A RIGI ROBO3 RPS4Y1 S100A8 S100A9 SCG5 SERPINE2 SFRP1 SH2D2A SLC4A7 SNHG14 SNRPN SORL1 SPOCK1 SRGN SRSF6 SSR3 STX10 STX16 TGFA TGFBR1 TGFBR2 THBS1 TNC TP63 TWF1 VNN1 VSNL1 WDR1 WIPF1 XYLT1 YKT6 AZARE_STAT3_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/AZARE_STAT3_TARGETS B4GALT1 CCND2 CDK17 CDV3 CHP1 CLIC4 COPA DDX3X DHX9 FN1 G3BP2 ITGB6 MCL1 MMP3 NNMT NUP160 NUP188 PCDH7 S100A9 SRSF6 THBS1 TNC TP63 TWF1 BACOLOD_RESISTANCE_TO_ALKYLATING_AGENTS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BACOLOD_RESISTANCE_TO_ALKYLATING_AGENTS_DN ARF3 ARHGAP4 ATP2B2 ATP8A1 ATRX CCNG1 CCT5 CDC42EP1 COA1 CS CXCR4 EPRS1 FADS1 FZD7 INA KDELR2 KHSRP LIG4 LRPPRC MAP2K6 MEGF9 MTRR NHLH2 NREP OGT PDCD6 PDIA2 PEG3 PHF8 POLR1HASP PRPF4 PTTG1IP PURA SETDB1 SLC25A6 SMPDL3A SRSF1 SRSF2 TBR1 TCEA1 TLN2 TRIM28 TSPAN3 TUBB TUBGCP4 UBE2J1 UBXN7 VCAN VEZF1 YARS1 ZC3HAV1 ZNF124 BACOLOD_RESISTANCE_TO_ALKYLATING_AGENTS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BACOLOD_RESISTANCE_TO_ALKYLATING_AGENTS_UP ACKR1 ARSF CA2 CCN1 CDH11 CRIPTO3 ENC1 FBXO21 HSPA6 HTRA1 ID2 IGF1 LMO2 MDK MT1A MT1F MT1X MT2A MYOF PPP2R1B PRSS12 RABGAP1L SEMA3A SGCE SHOX2 BAELDE_DIABETIC_NEPHROPATHY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAELDE_DIABETIC_NEPHROPATHY_DN AASDHPPT AASS ABI1 ACADM ACBD3 ACSL3 ACTG1 ACTR3 ADD3 ADM ADORA1 AGRN AIF1 AKAP10 AKAP11 ALDH3B1 ANXA1 ANXA2P1 AP3B1 APOD APOL1 AQP3 ARHGAP19 ARHGAP5 ARHGEF18 ARID5B ARL1 ARMCX2 ATP13A3 ATP2A2 ATP6AP2 ATP7A ATP9A ATXN1 ATXN10 AXL B4GAT1 BCAM BCAR3 BEX4 BIRC2 BIRC3 BMP2 BMP7 BST2 C1R C1S CACNB2 CALD1 CALM2 CALU CAMSAP2 CAND2 CANX CAPN2 CASP1 CAST CBLB CCDC6 CCN1 CCN2 CD164 CD200 CD2AP CD47 CD55 CDC14A CDC42EP3 CDKN1C CDS1 CDV3 CEBPD CERS6 CFLAR CHD3 CHI3L1 CHST2 CITED2 CLEC16A CLIC5 CLIP3 CMAHP COL3A1 COL4A3 COL4A4 COL4A6 COLQ CORO2B CR1 CREB3L2 CRIM1 CTBP1 CTDSPL CTNNA1 CTNNBIP1 CXADR CXCL2 CYP1B1 CYP51A1 DAG1 DCAF8 DCTD DDN DDX17 DLG5 DNAJA1 DNAJB9 DNM1L DPP6 DPYSL3 DST DSTN DUSP1 DUSP14 DYRK1A ECM2 EFR3A EID1 EIF3M EIF4A2 ELF2 ENPEP ENSG00000260917 EPS15 ERBB4 EXPH5 F2R F3 F8A1 FAM153A FAM98A FAT1 FBXO21 FERMT2 FGF1 FGF9 FGFR2 FLNA FLRT2 FNBP1 FNBP1L FOSL2 FOXC1 FRY FYN G0S2 GAB2 GADD45A GALC GAS1 GDE1 GHR GJA1 GJA5 GLOD4 GLUD2 GLUL GMDS GMFB GNE GPNMB GPRC5A GRIK2 GRK5 GSTA4 GTF2A2 GULP1 GYG1 HIRA HMCES HMGN1 HMGN3 HNRNPA1 HNRNPA3 HNRNPC HNRNPDL HOXA9 HPGD HSP90AA1 HSP90B1 HSPA12A HSPA2 HSPA5 HTRA1 IARS1 IFI35 IFI44 IFIT1 IFITM1 IFT25 IGFBP2 IGFBP7 ING1 IQGAP2 IRS1 ISG15 ITGA3 ITGAV ITGB3 ITGB5 KANK1 KBTBD11 KCND3 KIAA0232 KIF5B KLHL9 KLK6 KLK7 LANCL1 LEPROT LETMD1 LITAF LOX LOXL1 LPL LRIG1 LSR LUC7L3 MAFF MAGI2 MCL1 MCM6 MECP2 MED21 MEGF9 MGAT5 MME MORC3 MSH2 MTDH MTHFD2 MTSS1 MTX2 MXRA7 MXRA8 MYH9 MYL12A MYL9 MYLK MYO1B MYO1E N4BP1 N4BP2L1 NAB1 NAMPT NAPG NBN NDN NDRG1 NEBL NECTIN2 NEDD9 NEK7 NFASC NFATC3 NFE2L1 NMI NPHS1 NPTN NR3C1 NTRK2 NUPR1 OAS1 OAS2 ODC1 OPTN OSER1 OSMR OTUD4 PAFAH1B1 PAK1 PALLD PAM PAPSS1 PARD3 PARP1 PAWR PCK1 PCMT1 PDE4B PDE4DIP PDGFA PDIA3 PDLIM5 PEX14 PFN2 PHLPP2 PHYHIP PLA2R1 PLCE1 PLCG2 PLOD2 PLS3 PLSCR1 PLXNB2 PMS2P3 PNMA2 PODXL POSTN PPFIA4 PPP2CB PRDX6 PREPL PRKACB PRKAR1A PRKAR2B PRKCI PSMA2 PSMA3 PSMA6 PSMB9 PTGDS PTGER4 PTH1R PTPN11 PTPN14 PTPN7 PTPRD PTPRO RAB1A RAB21 RABGAP1L RAD23B RAI14 RARRES2 RBBP4 RBMS1 RCAN1 RDX RGS10 RHEBP1 RHOBTB2 RNF11 RPN2 RSBN1 SACM1L SARAF SART3 SCHIP1 SCRN1 SDC2 SDC4 SEC61G SEMA3B SEMA3C SEMA5A SEPTIN10 SEPTIN11 SEPTIN2 SERINC1 SERINC5 SERPINE1 SET SGMS1 SKP1 SLC2A3 SLK SMARCA2 SMARCC1 SNX19 SP100 SPOCK1 SPOCK2 SRGAP2 SSBP2 ST3GAL6 STAT1 STX7 SUB1 SULF1 SULT1A2 SYNPO TAP1 TAPBP TAX1BP1 TBC1D9B TBCA TCF21 TEAD4 TGFBR3 THSD7A TIAL1 TIMP1 TLE4 TLK1 TMED10 TMED5 TMEM123 TMEM259 TMX4 TNNT2 TOB1 TOM1L2 TOMM20 TOMM34 TOP2B TRAM2 TRIB2 TRIM22 TRIM23 TRIM37 TRIM44 TSC22D3 TSPAN3 TSPYL4 TUBB2A TUSC3 TYRO3 UAP1 UBE2D2 UBE2L6 UBR2 UGCG UGP2 ULK2 UNG USP46 USP9X VCAN VEGFA VIM VPS13D VPS26A WARS1 WT1 WT1-AS WWP1 XBP1 XPO1 XRCC5 YBX3 YWHAE YWHAZ ZBTB20 ZC3HAV1 ZNF185 ZNF516 BAELDE_DIABETIC_NEPHROPATHY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAELDE_DIABETIC_NEPHROPATHY_UP AANAT ACSM2A ACVRL1 ACY1 ADAMTSL2 ADGRF5 ADGRG1 AKR1A1 AKR1C3 ALDH4A1 AOC1 AQP1 ARHGEF15 ASS1 ATP10B BAX BBOX1 BPHL C4A CAPN3 CCDC69 CCL3 CCND1 CD24 CD34 CLEC3B CLU CRHBP CRIP1 CTSH CYP4F2 DPEP1 EML1 ENG ENO1 FAM53B FBP1 FTL FXYD2 GAS2L1 GAS6 GDPD5 GGT1 GPLD1 HBB HLA-DRB1 HPN HYAL1 HYAL2 ICAM2 ID1 IGFBP5 IMPA2 INPP5K ITFG2 ITM2A JADE3 LTK LYZ MAP4 MIA2 MT1G MT2A MT3 MYC NOTCH4 PDE2A PECAM1 PLPP3 PPM1F PTGIS PTPRB PTPRM RAMP2 RBPMS SEMA6A SLC22A6 SLC6A7 SLCO2A1 SPG7 STARD8 TEK TIE1 TLE2 UGT1A10 UGT2B7 UNC5B VAT1 ZCCHC24 BAE_BRCA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAE_BRCA1_TARGETS_DN ADD2 AQP4 BAG1 CAD CRAT CYP27A1 EBI3 GLUD1 HIPK3 HYOU1 IREB2 JAK1 LAMC1 MAN1A2 MT1F MYB NONO NPM1 PEX2 PKN2 SMAD5 STIL TCOF1 THBS1 TJP1 TJP2 TKT TNFAIP3 TNFAIP6 ZNF135 BAE_BRCA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAE_BRCA1_TARGETS_UP AARS1 ABCG1 ADH5 ALDH3B2 ALOX5 ANXA1 ASIC1 ATF4 BCL7B BMP7 BTG1 CAMLG CCN3 CCNG2 CNBP COL4A5 COX7C CRY1 CTSL DRAP1 EPAS1 EPHX2 EYA2 GAA GMFB GNG10 GTF2A2 H2BC5 HACD3 HINT1 IDI1 IFRD1 JUND JUP KCNK1 KRT19 KYNU LAMP2 LGALS3 LIG1 LSM1 LSS MARCKS MGST1 MSMO1 MTMR11 NDUFA4 NEK4 NET1 NME4 PDAP1 PMP22 PRDX2 PRDX4 PRKCA RNF6 RYK SAT1 SELENOW SEM1 SORL1 SPINT2 STAT6 STRN3 TAX1BP1 TCEA1 TGFB2 TMSB4X TRAM1 UBE2N VEGFA BAFNA_MUC4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAFNA_MUC4_TARGETS_UP ATF7IP AVPR2 GAS5 NEK6 SNAI1 BAKER_HEMATOPOESIS_STAT1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKER_HEMATOPOESIS_STAT1_TARGETS BCL2 CASP1 CASP2 CASP3 CASP7 FGF2 MMP2 MMP9 MYC NSG1 BAKER_HEMATOPOESIS_STAT5_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKER_HEMATOPOESIS_STAT5_TARGETS BCL2 CCND1 CCND2 CCND3 CCNE1 MYC PIM1 BAKER_HEMATOPOIESIS_STAT3_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKER_HEMATOPOIESIS_STAT3_TARGETS BCL2 BIRC5 CCNA2 CCND1 CCND2 CCND3 FAS HIF1A MCL1 MMP2 MMP9 MYC NSG1 PIM1 PIM2 BAKKER_FOXO3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKKER_FOXO3_TARGETS_DN ACAD10 ADGRG1 ADGRG5 AGPAT5 ALKBH7 ANK1 ANKS4B ANKZF1 APRT ARF3 ARHGAP23 ARHGEF17 BCKDHA BCL11A BMP5 BTBD9 C10orf88 CALU CAPN15 CAV2 CBY2 CCDC65 CCS CDH16 CDK2 CENATAC CETN2 CFD CHN1 CHST15 CIART CLEC2L CLINT1 COBL COPS7A COPS8 COX8A CTH CXCL14 CYP2J2 CYTH2 DAPP1 DCP2 DDX18 DEAF1 DESI1 DGCR6 DIRAS2 DMPK DMRTC1 DYNLT4 ETV5 EXD2 FAM136A FBXO2 FBXO45 FCRLA FIBIN FOCAD FZD10 FZD8 GFER GK GLOD4 GLRX5 GNMT GPRIN1 HGH1 HIC2 HMGN1 HOXD10 HSPB8 IFI35 IGHM KCNJ16 KLHL22 LEMD2 LRRC42 LSM10 LTN1 MAB21L2 MAPKAPK3 MED10 MEX3C MGP MIDEAS MKI67 MMP24OS MMUT MRPS26 MSC MTFP1 N4BP2L2 NAT8B NDUFB10 NELFA NKD1 NRP1 NUDT16L2P OTOF P2RX1 PAFAH1B2 PCBP4 PCYT2 PDLIM7 PFKFB3 PNCK PNOC POLB POLE3 POP5 POR PPP1R1A PRCC PRKAG1 PRR32 PRRT2 PSMA1 PTPRE QPCTL RAB28 RASSF6 RCOR1 RDH16 RNASEH2A RNASEH2C ROPN1 RPP21 SCRIB SEC61B SEL1L SKIL SLC19A1 SLC20A1 SLC22A2 SLC9A8 SLITRK1 SLPI SMC3 SNRPA SOAT1 SPATA33 SPEF2 SRSF2 SRSF4 STRAP STRN3 SYS1 TACSTD2 TBP TBXT TCEAL9 TCF7L1 TEX22 THUMPD1 TIMM10 TLR1 TNRC18 TPGS1 TRIM27 TSHZ2 TUBB TULP3 UCMA UTP6 VIPR2 VPS51 WBP1 WDR4 WDR74 YIPF6 ZDHHC16 ZNF292 ZNF358 ZNF524 ZNF653 BAKKER_FOXO3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAKKER_FOXO3_TARGETS_UP AMPD2 ARG1 ASAH1 ATP7A BTG1 C5orf34 C5orf63 CCNG2 CCPG1 CDKN1B CHIC1 CITED2 CPEB4 CPT1A CR2 CSF2RB CTSE DCN DCP1A DENND5B DNAJC12 DSTN GNAI2 GRIA3 GUCD1 HIPK1 HSCB KIT KLF6 NF2 NKIRAS2 NQO2 OSBPL9 P2RY14 PGGT1B PGM2L1 PIK3IP1 PINK1 PNPLA6 RBL2 RGS2 SESN1 SFT2D2 SIRPA SLC12A6 TCP11L2 TMX1 TP53INP1 ULK1 UNCX VCL VOPP1 XPO7 ZNF780A ZUP1 BALDWIN_PRKCI_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BALDWIN_PRKCI_TARGETS_UP ADA AQP9 ATP2B4 ATP6V1G1 CBX6 CCN3 CCN5 CGB3 EIF1AX EIF4EBP2 FOSL2 GMFB GPRC5A HFE IFITM1 MAZ MEF2A MPDZ MTCL1 NEK9 NUDT3 OXTR PAK2 PALS1 RHOB SDC2 SELENOP SEPTIN11 SLC11A2 SLC35A5 SLC4A7 SLK TDO2 TFDP2 TGOLN2 TMEM106C TRIB2 TRIM56 TSPAN6 ZBTB20 BALLIF_DEVELOPMENTAL_DISABILITY_P16_P12_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BALLIF_DEVELOPMENTAL_DISABILITY_P16_P12_DELETION ALDOA ATP2A1 CLN3 COG7 IL21R IL4R KDM8 OTOA PRKCB SCNN1B SCNN1G SLC5A11 TBX6 BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_24HR_DN ACTN1 ADRA1B ARPC2 ARTN COL9A1 DHX16 GABRA2 GAST GOLGA2 GPR37 GTF2F1 HADH HAGH ICAM5 IKBKG MDK MED1 MSR1 NRTN PFN1 PZP RAD51 RGR RIT2 SLC30A3 SORBS2 SPEG SPRR2B STXBP2 TLE3 TNFRSF11B TRAF1 TSPAN4 BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_24HR_UP ECM2 FNTA GDI1 SMARCD1 SMPD2 SNAPC1 SNAPC3 SNRPB2 TMBIM6 BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_48HR_DN ACTG2 ACTN1 ADAM15 ADAMTS4 ADCYAP1 ADRA1B AKT2 ALAD ALOX15B AMH APC2 APLNR AQP8 ARPC2 ARTN ASMTL ATP1A3 ATP4B ATP6V0C B4GALT5 BAIAP2 BAIAP3 BECN1 BICD1 BLK BMP7 BRF1 CA6 CALB2 CD151 CD68 CD79A CDK8 CDX4 CEACAM3 CEBPB CHRM4 CHRNB3 CHRNG CKM COL9A1 COX6A2 CRABP1 CRAT CRYBB1 CST5 CTF1 CYP19A1 DHX16 DNASE1L2 DVL1 EIF6 EPHX1 EZH2 FBN1 FKBP1A FOXJ1 FTH1 FTL FYN GABRA2 GABRA6 GAMT GFAP GHSR GOLGA2 GP1BB GPR25 GPR32 GRB7 GRN GTF2F1 H2AX HADH HAGH HCFC1 HMGN2 HNF1A HOXA4 IDS IER3 IKBKG INPPL1 INSIG1 INSL3 IRAG2 IRS1 ISLR ITGA3 ITIH1 KCNH2 KIF5A KRT17 KRT31 LAD1 LAMB3 LMX1B LOXL1 MAD1L1 MAP4K2 MAPK10 MAT1A MDK MGAT3 MSR1 MUC2 MVD MYBPH MYD88 MYOD1 MYOG NDUFC1 NKX2-2 NPAS1 NPBWR2 NRTN OMP PAEP PAX8 PBX2 PCBD1 PCDHGC3 PCOLCE PCYT1A PFKFB2 PFKM PFN1 PMS2P11 POLR2E PPM1G PRL PRM2 PTPN3 RAD23A RAD9A RGR SEPTIN5 SFPQ SGCA SHMT2 SHOX SLC30A3 SORBS2 SPEG SPRR2B SRP14 SRY STAM STX1B TAC1 TCF21 TLE3 TMBIM6 TRAF1 TUBG1 UPF1 VGF WIPF1 YWHAH ZBTB17 BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_MGMT_48HR_UP CCL2 CLTCL1 CNTNAP1 CTNNAL1 GCM1 GNRHR GOLGA4 GPR65 PIK3R3 SLC10A1 SLC16A2 SLC6A2 SMARCD1 SMPD2 SNAPC1 SNAPC3 SNRPB2 TUBB UGT8 BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_24HR_DN ACTN1 FNTA GOLGA2 GTF2F1 HADH INPPL1 RCN1 SLCO1A2 TLE3 BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_24HR_UP AVPR1A CD80 CYTH1 ECM2 EEF1G EIF2B1 GDI1 GNRHR SMARCD1 SMPD2 SNAPC1 SNAPC3 SNRPB2 STS BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_48HR_DN ACTC1 ACTN1 ADCYAP1 ADRA1B AMH AQP8 ATP1A3 ATP5F1D EPHX1 FBN1 FYN GTF2F1 HMGN2 INPPL1 INSIG1 INSL3 IRS1 ITGA3 KRT17 LOXL1 LRCH4 MAP4K2 MDK NRTN PFN1 PMS2P11 PPM1G SEPTIN5 SHOX TUBG1 WIPF1 YWHAH BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANDRES_RESPONSE_TO_CARMUSTIN_WITHOUT_MGMT_48HR_UP BCL10 CD80 ECM2 ESRRA GCM1 GDI2 GNRHR LAIR1 RNASE4 SLC10A1 SMARCD1 SMPD2 SNAPC1 SNAPC3 SNCG SNRPB2 ST6GAL1 ST8SIA1 BANG_VERTEPORFIN_ENDOMETRIAL_CANCER_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANG_VERTEPORFIN_ENDOMETRIAL_CANCER_CELLS_DN AOC3 BRICD5 CEND1 DNLZ EFCAB12 FTCD HSPA6 IL9RP3 KLKP1 MIR4521 MMP25 MROH2A MSLNL PDE1B PPP1R27 RBFOX3 RN7SL472P SLC5A10 SPATA31G1 SRPK3 BANG_VERTEPORFIN_ENDOMETRIAL_CANCER_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BANG_VERTEPORFIN_ENDOMETRIAL_CANCER_CELLS_UP ADAM9 ANKRD1 APP ATP6AP2 CCN1 COL12A1 COL4A2 DSG2 EGR1 GANAB GBA1 GPC4 ITGAV ITGB4 NUP210 OS9 SEMA3C TFPI2 THBS1 VCAN BARIS_THYROID_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARIS_THYROID_CANCER_DN ABCC3 ACY1 ANXA4 ATF1 BGN CALM2 CCND1 CCND2 CD2 CD40LG CD44 CDH3 COL8A1 CSNK2B CTNNA1 CYTH1 DUSP6 ERBB2 EVPL FGB FGFR4 FNTA GATA3 GLG1 GRB7 HDGF IGF1R IL13RA1 INPP5D IRF1 KLF5 KLHL9 LLGL1 LMO7 MMP2 NEDD8 OSBPL1A PKN3 RAB8A RAD50 RAF1 RB1 RECQL RPL13A SEPTIN2 SMARCA5 SNRPF SP110 SRPRA TGFB1 TIMP1 TJP2 TNFSF10 TNFSF13 TOP2B UBA1 UBE2C USP1 VCL BARIS_THYROID_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARIS_THYROID_CANCER_UP ACTN2 ADA ATF4 ATP6V1D CD46 COPB1 COX6A1 COX7A2 COX7B CRNKL1 CYC1 CYCS EIF2S2 ERCC5 GCHFR GLUL GSTM3 LPGAT1 NRF1 PTPRN RBBP5 RPN1 SNRNP200 STIP1 BARRIER_CANCER_RELAPSE_NORMAL_SAMPLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_CANCER_RELAPSE_NORMAL_SAMPLE_DN AKAP17A ALG13 ATG4B BCR CDK10 CNPY3 CPSF1 CSNK1G2 FAAP100 GNB1L HSPA1A INTS1 JUN LAMP1 N4BP2L2 NFE2L1 NPIPB3 NSMF PPP1R15A PSD4 RHOT2 SPG7 SPTAN1 STK25 SUPT5H TBC1D2B TCIRG1 TLE6 TYK2 VPS37C ZFP36L1 BARRIER_CANCER_RELAPSE_NORMAL_SAMPLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_CANCER_RELAPSE_NORMAL_SAMPLE_UP ADAM28 ALDH3A2 AMD1 AMPD1 ATP5F1C C12orf4 CEP70 CHGA CLIC2 CLINT1 CPA3 CREBL2 FAS GALNT4 GCG GGT1 IGF1 IL1R2 IRAG2 ITM2A LRRC31 MAP7 MAPRE2 NDNF NF2 PRKACB PRKAG1 PTGER2 PYY RAB27A RNGTT SNX4 TFAM BARRIER_CANCER_RELAPSE_TUMOR_SAMPLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_CANCER_RELAPSE_TUMOR_SAMPLE_DN ADPRH ATXN2 CDKN2A-AS1 CFAP410 FOXO4 MAN2A2 PKM PMEL REST SZT2 TRPV4 UNC45A WSCD1 BARRIER_CANCER_RELAPSE_TUMOR_SAMPLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_CANCER_RELAPSE_TUMOR_SAMPLE_UP ATG12 ATP6V0E1 ATP6V1G1 CKS1B COPS4 CXCL8 DCTN3 DNAJB9 H2AZ1 HSPA13 LYN MED21 MMP12 MRPL24 PDCD10 ZFAND1 BARRIER_COLON_CANCER_RECURRENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_COLON_CANCER_RECURRENCE_DN ACOT11 ARHGAP33 ASB13 BSG BTBD2 CD24 CD24P4 CDK10 CITED2 CTSA EPPK1 FOXJ3 KCNAB1 NDFIP1 NUCB1 PFKL SPPL2B STAT2 TLE5 TSPAN7 BARRIER_COLON_CANCER_RECURRENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BARRIER_COLON_CANCER_RECURRENCE_UP AHI1 ANG ANXA2 ARL1 CFH CIAO1 CNPY2 COPS8 DNAJC12 ERGIC2 EXT2 FOXO1 GPR171 GPR89B HGD ITM2A KDELR3 METTL9 NDEL1 NME7 PDHB POLD3 PSMC2 PWP1 RPN2 SAR1A SCEL SEC62 SLC18A1 SLCO4A1 SNU13 SRP72 SULT1C2 TENT5A THOC2 TIMM17A TRIM2 UGGT1 WDHD1 XPNPEP1 YIPF1 YIPF6 BASAKI_YBX1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASAKI_YBX1_TARGETS_DN ABCA5 ABRAXAS1 ACER3 ACSM3 ADM AK4 ALDH1A2 ALDOC ALG13 AMN1 AMY1A ANKRD29 ANKRD36B ANKRD50 ANTXR1 APOOL ARHGAP18 ARL14 ARL17B ARRB1 ARSD ASMTL ASPH ASS1 ATM ATOSA ATP2C1 ATP7A ATRX BAZ2B BBX BCKDHA BDH2 BHLHE40 BICD1 BNC2 BPTF BRWD1 BST2 BTG1 BTN3A2 BTN3A3 C11orf58 C14orf28 C2orf88 C5orf24 C8orf44 CA12 CAMK2N1 CARD8 CASZ1 CAT CCDC50 CD302 CD55 CDH1 CDK12 CDK19 CERS6 CGNL1 CHD2 CHGA CKB CLINT1 CNIH1 CNTNAP3 COBLL1 CPM CRIPT CRYBG1 CRYM CRYZL2P CTBS CUEDC1 CUL4B CXADR CYS1 DBP DCAF16 DDIT4 DEPTOR DHRS13 DHRS3 DMXL1 DMXL2 DNAH12 DNAJC3 DPP4 DPY19L4 DUSP5 DUSP6 DYNC2H1 DYNC2LI1 EEF1A1 EEF2K EGR1 EIF5 ENTREP2 ESR1 ETV5 FAM107B FAM110C FAM13A FAM162A FAM228B FAM3C FAM43A FAM83A FLRT3 FOS FRRS1 FSBP FUT11 GABARAPL1 GAL3ST1 GALK2 GALNT14 GALNT3 GAS2L3 GBE1 GBP5 GDF15 GDPD1 GLCCI1 GLRX GOLGA2P5 GOLGA8A GPD1L GPN2 GRB14 GRB7 GSTM3 H19 H2AC18 H3-3B H6PD HDAC4 HECW2 HELZ HES1 HEY1 HGD HINT3 HK2 HLA-DMA HLA-E HTRA1 IDO1 IER2 IER5L IFI16 IFI27 IFITM1 IL6ST IRF2BP2 ISG20 JAK3 JUNB KANSL1L KCNK3 KCNK5 KCTD6 KDM4B KLHDC10 KLHL24 KRCC1 LAMB1 LAMP2 LCN2 LGALS8 LINC02683 LMAN1 LMBRD2 LSM8 MAFF MALAT1 MALL MARCKSL1 MAST4 MBOAT2 MCL1 MED6 MEGF9 MEIS1 MEIS2 MET MGAT4A MIB1 MIGA1 MINDY2 MKLN1 MMAA MMP1 MMP24OS MMP7 MPZL2 MRAP2 MRFAP1L2 MRNIP-DT MRPL19 MSI2 MTDH MUC1 MXI1 MYEF2 MZF1 N4BP2L2 NADSYN1 NAP1L1 NAV1 NBN NCALD NCBP3 NDRG1 NDUFS1 NEAT1 NEBL NET1 NFKBIZ NKTR NREP NT5DC1 NT5E P4HA1 P4HTM PABPC1 PAPSS2 PARP8 PAXBP1 PCSK6 PDCD4 PDE9A PDK1 PDK3 PDS5B PFKFB3 PGK1 PGPEP1 PIAS1 PIGP PIK3R1 PITPNC1 PKD2 PLCG2 PLEKHA1 PLOD2 PNISR PNP PPP1R9A PRKAB1 PRKD1 PROS1 PRUNE2 PSD3 PTEN PTER PTGS1 PTP4A1 RAB3IP RABL3 RALGPS2 RAP1GAP RBM39 RBM47 RBMXL1 RDH10 RESF1 RFX3 RICTOR RNASET2 RNU6-1016P RPL31 RPL37 RRAGD RSF1 RSL1D1 RUFY3 RXFP1 SALL1 SAT1 SBF2 SCAMP1 SCD SCIN SEC62 SECISBP2L SELENOP SEMA4B SEPTIN6 SERPINA1 SERPINB1 SEZ6L2 SF1 SF3B1 SGK2 SH3PXD2A SINHCAF SKIL SLC1A1 SLC20A1 SLC22A18 SLC25A27 SLC25A3 SLC25A36 SLC27A1 SLC2A10 SLC30A1 SLC3A1 SLC40A1 SLC44A1 SLC45A3 SLC6A12 SLC7A11 SLC9A1 SLC9A7 SLPI SMCHD1 SMIM6 SMOC2 SMPDL3A SNHG14 SNTB1 SORBS2 SPART SPATA20 SPP1 SPRY1 SPRY2 SRSF7 SSBP4 ST3GAL6 ST6GALNAC4 STC1 STMN3 STOX1 SULT1C2 SYTL2 TARS3 TCIRG1 TENT4B TFDP2 TFPI THBD TM2D3 TM4SF4 TM7SF2 TM9SF3 TMC5 TMED4 TMEM106B TMEM37 TMEM47 TMOD1 TNFRSF11A TNFSF10 TP53INP1 TPCN1 TPD52 TRAPPC6A TRIM13 TRPC6 TSC22D3 TSPAN1 TSPAN6 TTC3 TTLL3 UBXN4 UCP2 UGT1A10 VAC14-AS1 VAV3 VEGFA VLDLR VMP1 VPS13A VPS13B WDR1 WIPF2 WSB1 XIST XRN1 YIPF6 YPEL5 ZBTB18 ZBTB20 ZC3H11A ZMYM2 ZNF207 ZNF226 ZNF253 ZNF320 ZNF350 ZNF397 ZNF614 ZNF615 ZNF626 ZNF770 ZNF780B BASAKI_YBX1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASAKI_YBX1_TARGETS_UP ACTR1A ADRB2 AFAP1L1 AHSA1 AJUBA ALYREF ANLN ANXA3 ANXA8 AREG ARPC5L ASF1B ASPM ATL3 AURKA AURKB AXL BDNF BIRC5 BORA BUB1 BUB1B C11orf24 CACYBP CAD CAMTA1 CAV1 CAVIN1 CCM2 CCN1 CCN2 CCNA2 CCNB1 CCNB2 CCND3 CDA CDC20 CDC42EP3 CDC6 CDCA3 CDCA8 CDK1 CDK2 CDK2AP2 CDKN3 CENPA CENPI CENPM CENPN CENPO CENPU CENPW CEP15 CEP55 CHAF1A CHEK1 CHORDC1 CNOT9 COMMD4 COTL1 COX20 CREBZF CREM CRIM1-DT CSTF3 CTH CTPS1 CYTH3 DAZAP1 DCUN1D5 DDB2 DDX11 DDX39A DEPDC1 DEPDC1B DHFR DHRS11 DHX9 DIAPH3 DKK1 DKK3 DLC1 DNAJC9 DPYSL3 DR1 DTL DTYMK E2F7 EHD2 EHD4 EMP2 EMSY-DT EPHA2 ESPL1 FAM83D FANCI FBN1 FEN1 FGF2 FGFBP1 FLNA FLNB FOLR3 FOXE1 FRMD6 GALNT2 GART GINS1 GINS2 GLI2 GLRX2 GLS GSTP1 GTSE1 H2AX H2AZ2 HAT1 HINT1 HJURP HMGB2 HTATIP2 IFRD2 ILF2 IMMP1L IRAK1 JPT1 KIF20A KIF22 KIF23 KIF2C KIF4A KLC1 KNSTRN KPNA2 KRT10 KRT80 L1CAM LAMC2 LARP6 LINC01224 LINC02274 LINC02901 LMNB2 LRR1 MAD2L1 MAP1B MARS1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM7 MDC1 MED8 MELK MIDEAS-AS1 MIR221 MIS18A MISP MKI67 MT1F MT1G MT1X MT2A MTCL1 MTHFD1 MYBL1 MYO19 NCAPD2 NDC80 NDUFS6 NEK2 NFKBIA NID2 NMU NPFFR2 NSD2 NTN4 NUDT5 NUF2 NUP50 NUP93 OIP5 ORC6 OSMR PBK PDCD2 PDLIM7 PEX13 PGAM5 PHF19 PHLDB2 PINK1 PLAC8 PLCB4 PLK1 PLK2 PMEPA1 POLA2 POLR2L PRC1 PRELID1 PRKDC PROSER2 PRPF3 PRSS23 PSMB6 PSMC3IP PSMD2 PTTG1 RAD51 RANGAP1 RBM19 RBPMS RFC2 RFC3 RFC5 RFLNB RHEBP1 RHOD RND3 RNF26 RNMT RRAD RRAS RRS1 RUSC1 S100A11P1 S100A2 S100A3 SAC3D1 SAE1 SAR1B SCO1 SFN SH3BP4 SHCBP1 SIVA1 SKA2 SLC1A5 SLC38A10 SLC39A4 SLC3A2 SLC52A2 SLC7A5 SMAD7 SMC2 SMG5 SMPD4 SNAI2 SNRPA1 SNX5 SPC24 SPDL1 TCP11L1 THBS1 TIMP2 TK1 TNFRSF12A TNFRSF21 TOMM5 TPM4 TPRKB TPX2 TRIP13 TSC22D2 TSEN15 TUBA1A TUBA4A TUBB2A TUBB4B TUBB6 TUFT1 TXNIP TYMS UBE2C UCA1 UHRF1 UNG WDHD1 WDR1 WDR4 WDR77 WNT10A WWC1 YWHAH ZNF185 ZNF367 ZNF599 ZNF71 ZNG1A ZWILCH ZWINT BASSO_B_LYMPHOCYTE_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_B_LYMPHOCYTE_NETWORK AFG3L2 AHNAK AHSA1 AIMP2 ANXA6 ARVCF ASNS BHLHE40 BIN1 BLMH BUD31 BYSL CASP4 CCNA2 CCNB1 CCND2 CD44 CDK1 CRIP1 CSE1L CTNNA1 CTPS1 CTSH CYC1 CYCS CYLD DBF4 DDB2 DESI1 EBNA1BP2 EEF1E1 EIF2S1 EIF4G1 ELOC EMG1 EPOR ETHE1 FAM98A FCMR FEN1 GABARAP GARS1 GSAP H2AC18 HCP5 HDDC2 HHEX HLA-E HNRNPAB HPRT1 HSPA9 HSPE1 IFITM1 IL27RA ITM2A ITPR1 ITPR2 LAPTM5 LGALS1 LGALS9 LITAF LORICRIN LSM3 MAD2L1 MAP1B MDFIC MRPL12 MRPL3 MRPS12 MVP MYL12A N4BP2L1 N4BP2L2 NDRG1 NDUFAB1 NISCH NME1 NOP16 OGA ORC5 P2RY10 PAICS PCNA PES1 PLCB2 PMS2P2 POLD2 POLR2F POLR2H PRDX3 PRDX4 PRKCB PRSS53 PSMA3 PSMB2 PSMB5 PSMB7 PSMD1 PSMD14 PSMD2 QPCT RBM5 RCC1 RFC4 RIPOR2 RPS26 RUVBL2 S100A4 SAR1A SAT1 SECISBP2L SEM1 SERBP1 SLC25A4 SLC39A14 SLC46A3 SLC4A3 SLC7A5 SNRPF SP100 SPG11 SRGN SRSF1 SSBP1 SSRP1 SUN2 TCP1 TEP1 TGOLN2 TIMM17A TNFRSF1B TOMM40 TPP1 TPX2 TRIP13 TUBG1 UBE2S UCHL1 UCK2 USP4 WDR18 XPOT ZBTB20 ZMYND11 ZNF593 ZYX BASSO_CD40_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_CD40_SIGNALING_DN AIF1 ALDH5A1 AQP3 ARHGEF18 ARL4C BCL6 BICD2 BIK BLNK BMP7 BORCS8-MEF2B BTG2 CAMP CD27 CD38 CDH17 CNR1 CRYZ CSF2RB CTDSP2 GCNT1 GPER1 GRAP GSDME HDAC9 HMCES HSD17B8 ID1 ID3 IGFBP6 IRS1 ISG20 ITGB7 JCHAIN KCNN3 LMO3 LTB NCF1 NCF4 NINJ1 NPAS1 ORAI2 PALM2AKAP2 PNOC POU2AF1 PRKAR2B PTP4A2 PTPN18 PTPN22 RAPGEF2 RAPGEF5 RASGRP2 RERE RIMS3 RNF187 RUNX1T1 SH2B2 SLC2A5 ST3GAL6 ST6GAL1 SYK TCF3 TMT1A TRAC TRIB2 TSPO TTC9 TUBB2A UBE2J1 USP6 VNN2 BASSO_CD40_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_CD40_SIGNALING_UP ADAM8 ARHGEF2 ARID5B BATF BCL2 BCL2A1 CAPG CCL22 CCL3 CCL4 CCR7 CD40 CD44 CD58 CD74 CD83 CFLAR CHD1 CR2 CXCR5 DDIT4 DTX2 DUSP2 EHD1 ELL2 ELOA FCMR GADD45B GPR183 HLA-DMA HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-DRB4 HLA-F HSP90B1 HTR3A ICAM1 ICOSLG IER3 IFI30 IGHG1 IL1B IRF4 IRF5 IRF9 JUNB KCNN4 KRT7 LAPTM5 LGALS1 LHFPL2 LITAF LRRC32 LTA LYN MAP3K8 MAPKAPK2 MEF2C MTMR4 MYB NCF2 NCKAP1L NEFM NFKB2 NFKBIA NFKBIE PHACTR1 PIK3CD PLEK PLXNC1 PTK2B PTP4A3 PTPRE RAB27A RAC2 RGS1 RNF115 RXRA SH2B3 SIK1 SLAMF1 SNN SRGN STAT1 STAT5A STK10 SYNGR2 TAP1 TCFL5 TMC6 TMSB4X TNF TNFAIP2 TNFAIP3 TNFAIP8 TNFSF9 TRAF1 TRIP10 UNC119 VOPP1 ZFP36L1 BASSO_HAIRY_CELL_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_HAIRY_CELL_LEUKEMIA_DN CXCR5 IGHV5-78 PAWR TMEM131L TNFAIP8 TRAF5 BASSO_HAIRY_CELL_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BASSO_HAIRY_CELL_LEUKEMIA_UP ACTB ADCY9 AIF1 ANXA1 ARAP2 ARRB2 B2M BMERB1 CAMTA1 CCND1 CD63 CPVL CTBP2 CYB5R1 DAPK1 DLC1 DPYD DST EMP1 ENG EPB41L2 FGF2 FGFR1 FLT3 GABARAPL2 GAS7 HBA1 HBB HBG1 HPGDS HPN IGFBP3 IL18 IL1R1 IL1R2 IL3RA KCTD12 LILRB2 MAF ME3 MFAP5 MTSS1 MYF6 MYOF NOVA1 PHF2 PLOD2 PLXNC1 PPIC PRSS23 PTPRM PTTG1IP RAB13 RCBTB2 RECK RIN2 RNF11 RPLP1 RRAS RTN2 S100A13 SDC3 SIX3 SLITRK5 SMPDL3A SPRY2 SUSD5 SYT1 TACC1 TBKBP1 TCF7L2 THBS1 TIMP1 TIMP4 TMEM59 TNFRSF1A TRIM2 VAMP3 WWTR1 BAUS_TFF2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAUS_TFF2_TARGETS_DN ART3 BAG2 BEX4 CTSC DDX6 HEBP1 NAT8 OR2H2 PCP4 PRDX2 RBP4 THRSP BAUS_TFF2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BAUS_TFF2_TARGETS_UP ABCG2 ADA APOA4 APOC2 BCAT2 CCL8 CRIP1 DEFA5 DGKA DPEP1 GGT1 GNB1 GUCA2B HLA-A IFIT1B IGHM IRF7 IRGM ITLN1 LTB MS4A1 OGFR PSMB8 PSMB9 PTPN22 RBP2 SAMHD1 SLC2A2 TAP1 TFF3 ZEB1 ZG16 BECKER_TAMOXIFEN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BECKER_TAMOXIFEN_RESISTANCE_DN ACAA2 ADAM17 AGPS ALDH3B2 AREG BCAS2 CCND1 CD24 CEP170 CLCA2 COX7A2 CRYBG1 CXCL8 DUSP6 ELOVL2 EMP1 ESRRG FGFR1 GATA3 GJA1 HDAC2 IGF1R IGFBP5 IL1R1 IRF3 KHDRBS3 LBR LIPF LRP2 MBOAT7 ME1 MSX1 MSX2 NFIB NR2F2 ORC3 OSBPL1A PDCD4 PDZK1 PEG10 PKIA PTPRK QKI RBP1 SEMA3C SPTSSA TCN1 TIAM1 TM4SF1 TRGC1 TRIM16 TSPAN6 TTK ZNF43 BECKER_TAMOXIFEN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BECKER_TAMOXIFEN_RESISTANCE_UP ACTA1 ANG ARL4A B2M BCAS1 BST2 BTG3 CACNB3 CPE CRABP1 CTSD CXADR DECR1 E2F1 EBAG9 EGR3 EIF2AK2 EPHX1 GAGE13 GTF2E2 ID1 ID3 IFI27 IFI44 IFI6 IFIT1 IFITM1 IFITM3 IRF2 IRF9 ISG15 LGALS3BP MX1 NMI NMT1 NNAT NRIP1 PITX1 PPP2R2A PROCR PTK6 SCGB2A2 SELENOP SEPHS2 SNX1 TAGLN TFF1 TFF3 TFPI2 TSPAN3 TSPAN8 TUSC3 UGT2B15 BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_AND_PAX3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_AND_PAX3 FN1 ID4 JAG1 NR2F1 PSTPIP2 PTHLH TOX BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_DN AJAP1 BCL2L1 BIN1 BMP1 BMP4 CARD10 CD70 CFD COL5A1 CPEB1 DGKD DHRS3 DKK3 EPHA2 EPHB2 F2RL1 FLNB GADD45B GCNT1 ID1 IL11 ITGA3 ITGB4 JAG2 KCNG1 KIT KLF10 LBH MAFB MYC PDLIM4 RREB1 SEMA3B SERPINE1 SH3BP4 SMAD6 SOX9 STEAP3 THBS2 TIMP3 TNC TNFRSF12A TPD52L1 VDR VEGFA WNT11 BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEGUM_TARGETS_OF_PAX3_FOXO1_FUSION_UP ACADL ADAMTS1 ADAMTS5 AUTS2 CALCRL CDYL CFHR1 CITED1 CLSTN2 CNR1 DACH1 DMD DPYD EPHA4 FARS2 GNAS GNG11 GOLIM4 GPM6A ID4 KAT6B KITLG LIFR LMO4 LRRN3 LTBP1 MAN1A1 MAP2K5 MDFIC NR2F1 NT5E OMD PBX1 PCDH17 PCDH7 PEG10 PERP PITX2 PLN PLSCR4 PLXNC1 PRKAR2B PTPRG SCAMP1 SCML1 SEMA3C SGK1 SH3GLB1 SLIT2 SLIT3 STK17B STX11 TMEFF1 TPBG TPK1 TUBB1 TWSG1 VAV3 ZNF75D BEIER_GLIOMA_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEIER_GLIOMA_STEM_CELL_DN AMIGO1 AZIN2 BASP1 BCL2L2 BMP2 BTN2A2 CACNA1A CCND1 CD74 COMMD1 CUEDC1 DDAH2 DTWD1 DUSP3 ECD EIF4E3 EXOC6B FAM167A FBXO6 FTH1 FUCA1 FZD6 GANC GLTP GPN2 GPNMB HBEGF HIF1AN HLA-DMA HLA-DMB HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HNMT IFIT5 IGFBP3 INPP1 KIAA0930 KLF7 LAPTM5 LNX1 LPIN1 LRCH2 MAFIP MAPRE3 MGLL MORN4 NFKBIZ NXPE3 PCNX4 PORCN RIOX2 RNF112 SLC11A2 SNX21 SOS2 SUPT3H SYNE3 TAF8 TCEAL7 TIMP2 TLE3 USP36 YWHAB ZNF717 BEIER_GLIOMA_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BEIER_GLIOMA_STEM_CELL_UP ABCA1 AKAP7 C18orf54 CHRNA1 COL9A3 CPXM1 EPHA4 FGFR3 GIMAP1 H19 LAMP5 LINC00997 LINC01896 MYO5C NEDD4L NELL2 NRARP NRIP3 NT5C3A OBSL1 PALS2 PEX13 PPP1R17 PROM1 RALGAPA2 RDH10 RDH13 RLBP1 RNF19A RTTN SALL3 SERPING1 SIX1 SLCO4A1 SLITRK1 SOCS6 SV2C TLE1 ZNF224 ZNF516 BENITEZ_GBM_PROTEASOME_INHIBITION_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENITEZ_GBM_PROTEASOME_INHIBITION_RESPONSE ABHD2 ARMC6 ASNS BTG1 C15orf39 CCND1 COMMD2 DAPK3 DBF4B DENND5A DHFR DTL DVL2 ELP6 EP300 FBXO7 GPATCH2L GPN2 HIF1A HMGCR INKA2 IREB2 KCTD3 KIF1A MAGED2 MAPRE2 MIDN MLF2 MUTYH MXD1 NFIL3 PEG10 PNRC1 PTOV1 RBM12 SESN2 SGTA SKP2 SOX11 SOX4 SUMO2 SUMO4 TLE5 TP53 TP53RK TSTD2 USP22 WEE1 BENNETT_SYSTEMIC_LUPUS_ERYTHEMATOSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENNETT_SYSTEMIC_LUPUS_ERYTHEMATOSUS AGRN APOBEC3B CAMP CKAP4 DEFA1 DEFA3 FPR2 IFI35 IFI44L IFIT3 IFITM3 IRF7 ISG15 LGALS3BP LY6E MX1 MX2 OAS1 OAS2 OASL PLSCR1 RNASE2 S100A8 SERPING1 STAT1 TAP1 TDRD7 TNFSF10 XAF1 BENPORATH_CYCLING_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_CYCLING_GENES A1BG A2M ABCA7 ABCC2 ABHD10 ACAP3 ACD ACYP1 ADAMTS1 ADCY6 ADGRE5 ADGRG6 ADH4 AFAP1 AFDN AGFG1 AGPAT3 AHI1 AKAP13 AKIRIN2 AMD1 ANKRD10 ANLN ANP32B ANP32E ANTXR1 AOC2 AOC3 AP3D1 AP3M2 AP4B1 APEX2 ARGLU1 ARHGAP11A ARHGAP19 ARHGAP8 ARHGDIB ARHGEF39 ARL4A ARL6IP1 ARMC1 ASF1B ASIP ASPHD2 ASXL1 ATAD2 ATF7IP ATL2 ATOSA AURKA AURKB BAG3 BAIAP2 BARD1 BBS2 BCLAF1 BIRC2 BIRC5 BIVM BMP2 BORA BRCA1 BRD7 BRD8 BTBD3 BUB1 BUB1B BUB3 BUD23 C4B C6 CADM1 CAPN7 CAPS CASP3 CASP8AP2 CBX3 CCDC14 CCDC90B CCNA2 CCNB1 CCNB2 CCND1 CCNE1 CCNE2 CCNF CD24 CDC16 CDC20 CDC25A CDC25B CDC25C CDC27 CDC42 CDC42EP1 CDC42EP4 CDC45 CDC6 CDC7 CDCA3 CDCA7 CDCA7L CDCA8 CDH24 CDK20 CDK7 CDKL5 CDKN1B CDKN2AIP CDKN2C CDKN2D CDKN3 CDR2 CENPA CENPE CENPF CENPL CENPM CENPQ CENPU CEP44 CEP55 CEP70 CFD CFLAR CHAF1A CHAF1B CHEK2 CHML CIC CIP2A CIT CKAP2 CKAP5 CKS1B CKS2 CLSPN CNIH4 CNN2 CNOT10 COL7A1 COQ6 CPLANE1 CREBZF CRK CRYBA1 CSGALNACT1 CSH2 CTCF CTNND1 CTR9 CTSD CWC15 CXCL14 CYB5R2 CYP4F29P CYTH2 CYTH3 DCAF16 DCAF7 DCTN6 DDX11 DENND11 DEPDC1B DET1 DEXI DHFR DHX8 DIS3 DKC1 DLGAP5 DMTF1 DMXL2 DNA2 DNAJB1 DNAJB4 DNAJB6 DNAJB9 DNAJC3 DNAJC6 DONSON DR1 DSCC1 DSP DTL DUSP4 DYNLL1 DZIP3 E2F1 E2F5 E2F8 EBI3 ECT2 EFHC1 EIF4E ELP3 ENOSF1 ENTREP3 ERN2 ESPL1 EXO1 FABP1 FADD FAM110A FAM83D FAN1 FANCA FANCD2 FANCG FANCI FBXL20 FEM1B FEN1 FKBP1A FLAD1 FOXK2 FOXM1 FRZB FXR1 FYN FZR1 G2E3 G3BP1 GADD45A GAS1 GAS6 GATA2 GCLM GCSH GDF15 GINS2 GINS3 GMNN GNB1 GOLGA8A GON7 GOT1 GPSM2 GRK6 GRPEL1 GSE1 GTSE1 H1-0 H2AC17 H2AC25 H2AC6 H2AX H2BC21 H2BC4 H4C14 H4C2 H4C3 H4C5 H4C8 HAUS5 HAUS8 HCP5 HDAC3 HELLS HERPUD2 HIF1A HJURP HLA-DOA HLA-DRA HMG20B HMGB2 HMGB3 HMGCR HMMR HORMAD1 HOXB4 HP1BP3 HPS4 HRAS HSD17B11 HSF2 HSPA13 HSPA1L HSPA8 HSPB8 IDI2 IDO1 IFIT1 IL18BP ILF2 INPP5K INSIG2 INSM1 INSR INTS7 ITGB3 ITPR1 ITPR3 IVNS1ABP JADE2 JMJD1C JPT1 KANK2 KAT2B KATNA1 KATNBL1 KBTBD2 KCTD2 KCTD9 KDM4A KDM5B KIAA0586 KIAA1586 KIF11 KIF14 KIF20B KIF22 KIF23 KIF2C KIF5B KIFC1 KLF6 KLF9 KMO KMT5AP1 KMT5B KNSTRN KPNA2 KPNB1 KRAS LARP1 LARP7 LBR LENG8 LINC00339 LMNA LMNB1 LMO4 LPP LRIF1 LRRC17 LYAR MAD2L1 MAGT1 MAN1A2 MAP2K6 MAP3K2 MAPK13 MASTL MATN2 MBD4 MCAM MCM2 MCM4 MCM5 MCM6 MCM8 MDC1 MDM1 MDM2 ME3 MED31 MEGF9 MELK MEPCE MET MGAT2 MID1 MIS18BP1 MITF MKI67 MND1 MNT MNX1 MORF4L2 MRI1 MRPL19 MRPS18B MRPS2 MSH2 MTCL1 MUC1 MYCBP2 MZF1 NAB1 NASP NBPF14 NCAPD2 NCAPD3 NCAPH NCOA3 NCOA5 NCS1 NDC80 NDE1 NEIL3 NEK2 NFE2L2 NFIA NFIC NIPBL NKTR NLRP2 NMB NNMT NPAT NR3C1 NSUN3 NT5DC1 NUCKS1 NUDT13 NUDT4 NUF2 NUP160 NUP37 NUP43 NUP98 NUSAP1 ODF2 OGT OLR1 ORC1 ORC3 ORMDL1 OSBPL6 OSER1 OSGIN2 OTULINL PAK1IP1 PANK2 PASK PATJ PBK PCED1A PCF11 PCLAF PCNA PDGFA PDXP PIF1 PIK3CD PIMREG PKMYT1 PKNOX1 PLCXD1 PLIN3 PLK1 PLK2 PNN POC1A POGLUT2 POLA1 POLD3 POLQ POM121 PPP1R10 PPP1R2 PPP2CA PPP3CA PPP6R3 PRC1 PRIM1 PRIM2 PRKAR1A PRPSAP1 PRR11 PRR16 PSEN1 PSMD11 PSMG3 PTMS PTP4A1 PTPN9 PTTG1 PWP1 PYM1 QRICH1 RAB23 RAB3A RAD18 RAD21 RAD51 RAD51AP1 RAD51C RAD54L RAN RANGAP1 RBBP8 RBM8A RCAN1 RCCD1 RECQL4 REEP1 RERE RFC2 RFC4 RGS3 RHEB RHNO1 RHOBTB3 RIDA RMI1 RNF113A RNF126 RNPC3 RNPS1 ROCK1 RPA2 RPL13A RPL27A RPS25 RRM1 RRM2 RRP1 RSRC2 RUNX1 SAP30 SAP30BP SDC1 SEC62 SELENON SEPHS1 SERPINB3 SFPQ SGK1 SH3GL2 SHC1 SHCBP1 SHTN1 SINHCAF SLBP SLC17A2 SLC22A3 SLC25A27 SLC25A36 SLC38A2 SLC39A10 SLC44A2 SLC4A1AP SLF2 SMARCB1 SMARCD1 SMC4 SMTN SNUPN SPAG5 SPDL1 SRD5A1 SRF SRSF10 SRSF3 SRSF5 SRSF7 SS18 SSR3 STAG1 STAG3 STAG3L1 STAT1 STAT5B STIL SUCLG2 SV2B SYNCRIP TAB2 TACC3 TFAP2A TFF3 TGIF1 THRAP3 TIMP1 TIPIN TLE3 TMEM132A TMEM138 TMPO TNPO2 TOB2 TOMM34 TOMM70 TOP1 TOP2A TOP3A TOPBP1 TPX2 TRA2A TRAIP TRIM45 TRIP13 TRMT2A TROAP TSC22D1 TSG101 TSKU TSN TTC31 TTC38 TTF2 TTK TUBA1A TUBA3C TUBB2A TUBB4B TUBD1 TULP4 TXNDC9 TXNRD1 TYMS UACA UBE2C UBE2D3 UBE2S UBE2T UBL3 UBQLN2 UBR7 UHRF1 UNG USB1 USP1 USP13 USP16 USP53 USP6NL VANGL1 VCAM1 VCL VEGFC VPS25 VPS37C VPS72 VTA1 WDR62 WSB1 YWHAH ZBED5 ZBTB7A ZC3HC1 ZCCHC10 ZMYM1 ZNF207 ZNF217 ZNF281 ZNF414 ZNF521 ZNF587 ZNF593 ZNFX1 ZNHIT2 ZPBP ZRANB2 ZSCAN5A ZWINT BENPORATH_EED_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_EED_TARGETS AATF ABCA8 ABCC8 ABHD15 ABTB2 ACP7 ACVR1C ACYP2 ADAMTS15 ADAMTS18 ADAMTS5 ADAP2 ADARB2 ADCY4 ADCY8 ADCYAP1 ADGRG6 ADGRL3 ADM ADRA1A ADRA2A ADRB1 ADRB3 AFF2 AHR ALKAL1 ALOX15 ALOX5 ALX1 ALX3 ALX4 AMOT ANKRD13C ANKRD13C-DT ANKRD18A ANKRD18B ANKRD19P ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A5P ANKRD20A8P ANKRD27 ANKRD9 ANOS1 ANXA2R ANXA2R-AS1 APBB1IP APOO AQP5 ARHGAP20 ARID1A ARID3C ARL9 ASAH1 ASCL1 ASCL2 ASTN1 ASTN2 ASXL1 ATAD3B ATF3 ATOH1 ATOH8 ATP1B3 AUTS2 B4GALNT1 B4GALNT2 B4GALT6 BACH2 BAIAP2 BAIAP2-DT BARHL1 BARHL2 BARX1 BARX2 BATF3 BCL2 BCL2L10 BHLHE22 BHLHE23 BHLHE41 BMAL1 BMI1 BMP3 BMP6 BMP8A BMPR1B BNC1 BRINP2 BRINP3 BTG2 BTG4 BVES C11orf87 C17orf100 C1orf122 C2CD4A C7orf57 CA10 CA3 CACNA1B CACNA1D CACNA1E CACNA1G CALCA CALCR CAMK2B CAMK2N1 CASZ1 CBLN1 CBLN4 CBR3 CBX8 CCBE1 CCDC140 CCDC170 CCN2 CD34 CD44 CD70 CD8A CDC7 CDH23 CDH7 CDK5R2 CDKN2C CDT1 CDX2 CEBPD CEMIP CENPL CFAP276 CFAP299 CFAP91 CFTR CGB7 CGB8 CH25H CHN2 CHODL CHRD CHRDL2 CHST8 CIDEA CITED1 CLCN5 CLEC14A CLIC5 CLIP4 CLSTN2 CLTRN CMTM2 CNNM1 CNNM2 CNRIP1 CNTFR COCH COL12A1 COL19A1 COL24A1 COL25A1 COL27A1 COL2A1 COL4A5 COL4A6 COL9A2 COLEC12 COLGALT2 COMP CORO6 CRACDL CREG2 CRHBP CRHR1 CRLF1 CRTAC1 CRYBA2 CRYBG1 CSMD1 CSMD3 CSNK1E CTCF CTNND2 CTSD CUEDC1 CUL4A CXCL12 CXCL14 CXCL16 CXorf58 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 DACH1 DACH2 DARS2 DCC DCHS2 DCLK1 DCLK2 DDAH1 DENND3 DGKG DGKI DHH DHRS13 DIO3 DKK1 DKK2 DLGAP5 DLK1 DLL4 DLX1 DLX2 DLX3 DLX4 DLX5 DMRT1 DMRT2 DMRT3 DMRTC1 DNAJC22 DOCK11 DOK6 DPF3 DPY19L2 DPY19L2P2 DRD4 DRD5 DSC3 DSCAML1 DSP DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP4 EBF1 ECEL1 EDEM2 EEF1D EEF2 EFNA1 EFNA3 EGFL6 EGFR EGR3 EGR4 ELAPOR1 ELAVL1 ELAVL2 ELMOD1 ELOVL2 EML5 EMX2 EN1 EN2 ENSG00000255537 EOMES EPAS1 EPB41L4A EPB41L4A-DT EPB41L4B EPHA5 EPHB1 EPHB3 EPHX3 EPS8 ERBB4 ERICH5 ESAM ESPN ESX1 ESYT3 ETV7 EVA1C EVX1 EYA2 EYA4 F2R FAM163A FAM168B FAM43B FAM81A FAM89A FARSA FBLN7 FBN2 FBP1 FBXL14 FBXL8 FBXO3 FBXO39 FERD3L FEV FEZ1 FEZF2 FFAR4 FGF10 FGF20 FGF3 FGF5 FGF9 FIGLA FLI1 FLRT2 FNDC1 FOS FOXA2 FOXB1 FOXC1 FOXD2 FOXD3 FOXD4L1 FOXD4L3 FOXD4L4 FOXE1 FOXF1 FOXF2 FOXG1 FOXJ1 FOXL1 FOXL2 FOXQ1 FRMD3 FRMPD4 FUCA2 FUT4 FUZ FZD1 FZD10 FZD2 FZD8 GABRA2 GABRA4 GABRB2 GAD1 GAD2 GADD45G GALNT10 GALNT18 GALR2 GATA2 GATA3 GATA3-AS1 GATA4 GATA6 GBX2 GCM2 GDA GDF6 GDF7 GDNF GFI1 GFRA1 GHR GHSR GIMAP5 GINS1 GJB2 GJD2 GLIPR2 GNA14 GPAT3 GPC5 GPM6B GPR101 GPR12 GPR50 GPR6 GPR88 GREB1L GRIA2 GRID1 GRIK1 GRIK3 GRIN3A GRK5 GRM3 GRM7 GSC GSC2 GSDME GSTA4 GSX1 GSX2 GUCY1A1 GUCY2D H1-0 H2AC11 H2AC12 H2AC13 H2AC15 H2AC16 H2AC17 H2AC18 H2AX H2BC12 H2BC13 H2BC17 H3C1 H3C10 H3C11 H3C12 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND1 HAND2 HAP1 HBA1 HBA2 HCG9 HES2 HES7 HEY1 HHAT HHEX HHIP HIC1 HLA-A HLA-B HLA-C HLA-G HLF HLX HMX2 HMX3 HNF1B HNRNPM HOPX HOXA1 HOXA10 HOXA13 HOXA2 HOXA3 HOXA4 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB6 HOXB7 HOXB8 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPCAL4 HPSE2 HRK HS3ST3B1 HS6ST1P1 HS6ST3 HSF4 HSPA1A HSPA1B HSPA1L HSPA6 HTR1A HTR1B HTR1E HTR2C HTR7 HTRA1 HYOU1 ICAM5 IER5L IGF2 IGF2-AS IGFBP3 IGFBP7 IGSF21 IKZF3 IL1RAPL2 IL20RA IL7 ILDR2 INA INHBB INPP4A INSM2 INSRR INTS4P1 INTU IRAK3 IRX2-DT IRX3 IRX4 IRX5 ISL1 ISL2 ITGA4 ITPKA JMJD1C JUN KAZALD1 KCNA1 KCNA3 KCNAB1 KCNC2 KCNC4 KCND3 KCNH1 KCNH3 KCNJ2 KCNJ6 KCNK12 KCNK13 KCNK17 KCNK2 KCNK4 KCNMA1 KCNQ1 KCNQ3 KCNQ5 KCNV1 KIRREL3 KL KLF4 KLHL35 KLK4 KY LAMP5 LAYN LBX1 LCORL LGALS3 LGR5 LHFPL3 LHX2 LHX4 LHX5 LHX6 LHX8 LINC02875 LMO1 LMX1B LONRF3 LOX LPL LRATD1 LRCH2 LRFN2 LRFN5 LRP2 LRRC47 LRRC71 LRRTM1 LTBP2 LTK LYPD1 LYSMD2 MAB21L1 MAB21L2 MAF MAFB MAGI2 MAL MAP3K3 MAP3K5 MAP7D2 MAPK4 MAPT MCHR2 MCOLN3 MDGA1 MED11 MED31 MEGF11 MEOX2 MESP1 METRNL MGARP MICB MID1 MIR137HG MKX MLLT3 MLNR MMD2 MNX1 MOB2 MORF4L2 MOXD1 MPHOSPH6 MRPS18B MSC MSX1 MSX2 MT1A MT1B MT1DP MT1H MT1JP MT1M MT1P3 MT1X MTSS1 MYB MYF6 MYO5B MYOD1 NAGS NAV2 NBPF11 NCAM1 NDUFA13 NDUFA4L2 NEFL NEFM NELL1 NEURL1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NEUROG3 NFIX NGB NINL NKAIN2 NKPD1 NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NOG NOL4 NPAS1 NPAS4 NPNT NPPC NPR3 NPTX1 NPTX2 NPY1R NR2E1 NR2F2 NR4A3 NRCAM NRG1 NRG2 NRIP3 NRN1 NT5C1A NTN1 NTN4 NTNG2 NTRK1 NTRK2 NXPH4 OAF OCA2 OGFRL1 OLFML2B OLIG1 OLIG2 OLIG3 ONECUT1 ONECUT2 OPRD1 OR8A1 OSR1 OTOP1 OTOP2 OTOP3 OTP OTUD6B OTX1 OTX2 OXCT2 P2RX5 PABPC1L2A PAPOLA PAPPA PARD3 PARM1 PARP12 PAX1 PAX2 PAX3 PAX6 PAX7 PAX8 PAX9 PCDH10 PCDH17 PCDH8 PCID2 PCSK1N PDE10A PDE4DIP PDE8A PDGFRA PDX1 PDZD2 PENK PGM5 PGR PHF3 PHOX2A PHOX2B PIGZ PIP5K1B PIR PITX1 PITX2 PITX3 PKNOX2 PKP1 PLA2G7 PLCB1 PLEC PLEKHJ1 PLPPR1 PLXNA2 PLXNC1 PLXND1 PMP22 PNRC2 PODN POLE POLR2I POU3F1 POU3F2 POU3F4 POU4F1 POU4F2 POU4F3 PPM1E PPP1R10 PPP1R14C PRAC1 PRDM12 PRDM13 PRDM14 PRELID1 PRICKLE1 PRKCB PRKCE PRKG1 PRLHR PROK2 PSD2 PTAR1 PTF1A PTGDR PTGER2 PTGER3 PTGER4 PTGFR PTGR3 PTH2 PTHLH PTPRT PTPRU PXMP2 PYY QRFPR RAB24 RAB32 RAB6C RAI2 RASGRF1 RASGRP1 RASL10A RASSF5 RAX RBM24 RBP4 RELN REPS2 RFX6 RGCC RGS10 RGS20 RGS6 RGS9BP RIMBP3 RIMBP3B RIMBP3C RIMKLA RIN3 RIPK3 RNF128 RNF152 ROBO3 RPRML RPS6KA6 RSL1D1 RSPO1 RSPO2 RSPO3 RTL4 RTN4RL2 RUNX2 RYR3 SATB2-AS1 SCD5 SCIN SCN4B SCNN1G SCRN1 SCTR SCUBE3 SDC2 SELENOS SEMA6D SERTM1 SETD7 SF3A2 SFRP1 SFRP4 SFRP5 SGPP2 SHC4 SHH SHISA2 SHISA6 SHOX SHOX2 SHQ1 SHROOM1 SIDT1 SIM1 SIM2 SIX1 SIX2 SIX3 SIX5 SIX6 SLC10A4 SLC18A3 SLC1A2 SLC1A4 SLC22A3 SLC24A4 SLC25A33 SLC26A4 SLC27A2 SLC30A2 SLC30A3 SLC30A4 SLC32A1 SLC35D3 SLC35F3 SLC6A1 SLC6A10P SLC6A3 SLC6A5 SLC8A3 SLC9A2 SLC9A3 SLCO2A1 SLCO4A1 SLCO5A1 SLFN11 SLIT1 SLIT2 SLITRK1 SLITRK3 SLITRK4 SNAP91 SOD3 SORCS1 SORCS2 SORCS3 SOX1 SOX14 SOX17 SOX21 SOX3 SOX5 SOX7 SPAG6 SPOCK3 SPON1 SRD5A2 SRRM2 SSTR1 SSTR2 ST8SIA1 ST8SIA2 ST8SIA5 STC2 STEAP4 STK17A STK32B STMN2 STXBP6 SUSD4 SV2B SYT10 SYT12 TAC1 TAFA4 TAL1 TAP1 TBCB TBL3 TBR1 TBX1 TBX2 TBX20 TBX21 TBX22 TBX3 TBX5 TBXT TCEA3 TCEAL8 TCF15 TCF21 TET2 TFAP2B TFAP2D TFAP2E TGFA TGFB2 THBD TIGD5 TLL1 TLX1 TLX2 TLX3 TM6SF1 TMEFF2 TMEM106C TMEM132E TMEM132E-DT TMEM26 TMEM30B TMEM59L TMEM65 TMEM88 TMOD2 TNFRSF11A TNFRSF25 TP73 TPPP3 TRADD TRH TRHDE TRHDE-AS1 TRIM36 TRIM67 TRIM7 TRIM9 TRMO TRPA1 TRPC5 TSLP TSPAN6 TSSK6 TTPA TTYH1 TUBA4A TUBA4B TWIST1 U2AF2 UAP1L1 UBE2K UCN UCP1 ULBP1 ULBP2 UNC5C UPF3A UQCR10 URI1 USH1G VASH1 VAX1 VAX2 VDR VGF VGLL2 VIPR2 VSIG2 VSTM4 VSX1 VSX2 VWA3B WASL WLS WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT3A WNT6 WNT7A WRAP73 WT1 WT1-AS YAF2 YRDC ZBTB16 ZBTB7A ZCCHC14 ZCCHC2 ZEB2 ZFHX3 ZFYVE28 ZIC1 ZIC2 ZIC4 ZMAT5 ZMYND15 ZNF335 ZNF365 ZNF436 ZNF436-AS1 ZNF503 ZNF517 ZNF711 BENPORATH_ES_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_1 AASS ABCE1 ABHD17B ACTA1 ACTC1 ACTN3 ADA2 ADAM23 ADD2 ADGRG2 AEN AKIRIN1 ALPL AMD1 ANGEL2 ANOS1 AP1M2 ARL5B ATP1A2 AURKB AUTS2 AZIN1 BCL2L12 BIRC5 BMPR1A BOP1 BRIX1 BRWD1 BUB1 BUB1B BUB3 C1QBP CACHD1 CAMKV CAPRIN2 CASP3 CBS CBX5 CCAR1 CCNA2 CCNB1 CD24 CDC20 CDC25A CDC6 CDCA5 CDK1 CDT1 CEBPZ CER1 CHAF1A CHEK1 CHEK2 CHST7 CKMT1A CLDN6 CNMD CNTNAP2 COBL COCH CRABP1 CRABP2 CRIPTO CRMP1 CSE1L CTSC CXADR CYP26A1 CYP2S1 DBNDD1 DCLK1 DDIAS DDX18 DDX21 DEK DHFR DIAPH2 DIDO1 DLG3 DLGAP5 DMKN DNA2 DNAJB6 DNMT3A DNMT3B DPPA4 DSCC1 DSG2 ECT2 EGLN3 ELOVL6 EPB41L4B EPCAM EPHA1 EPRS1 ERBB2 ERCC6L ESF1 ESRP1 ETV1 ETV4 EXOSC5 EXOSC9 FABP5 FANCL FEN1 FGF13 FGF2 FGFR1 FKBP5 FOXD3 FOXO1 FRAT2 FUBP1 FXR1 FZD5 FZD7 G3BP1 G3BP2 GABRA5 GABRB3 GAD1 GAL GART GDF3 GINS2 GINS4 GJA1 GLDC GMNN GNL3 GNPTAB GPC4 GPM6B GPR176 GPR19 GPRC5B HAS3 HELLS HESX1 HMGA1 HMGB3 HMMR HNRNPAB HOMER1 HPS3 HSPA4 HSPA8 HSPD1 ICE2 IDO1 IFITM1 IGF2BP2 IGF2BP3 ILF3 INTS13 ITPR3 JADE1 JARID2 KAT7 KCNS3 KIF2C KIF4A KIF5C KIFC2 KLHL7 KLKB1 KPNA2 KRT8 L1TD1 LARGE2 LARP7 LCK LEFTY1 LGALS8 LGR4 LIN28A LRIG1 LRP8 LRRN1 LSR LYPLA1 M6PR MAD2L2 MAK16 MAL2 MAN2A1 MAP7 MARS1 MAT2A MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDN1 MED14 MFGE8 MGME1 MGST1 MICB MIR124-1HG MIS18A MIS18BP1 MRE11 MRS2 MSH2 MSH6 MTA3 MTF2 MTHFD1 MTHFD2 MYO19 NAA15 NANOG NASP NCAPG2 NCAPH NDC1 NDUFAF4 NFE2L3 NFYB NLGN4X NLN NMRK2 NMU NOC3L NODAL NOL11 NOLC1 NOP16 NOP56 NPM1 NPM3 NTHL1 NTS NUDT1 NUDT15 NUDT21 NUP107 NUP37 OAZ2 OIP5 OLFM1 ORC1 PAICS PAK1 PAK1IP1 PARP1 PARPBP PASK PCDH1 PDCD2 PDK1 PFAS PIK3CB PIM2 PIMREG PIPOX PITPNC1 PLAAT3 PLCB3 PLPP1 PMAIP1 PNISR PNN PODXL POLE2 POLR3G POU5F1 PPM1B PPP2R1B PPP2R2B PRDM14 PRIM1 PRIM2 PRKD3 PRKX PRMT3 PROM1 PRPF40A PRPS1 PSIP1 PTPN2 PTPRZ1 PTTG1 PUS1 PUS7 PYCR2 RAB3B RABGAP1L RAD51AP1 RAD54B RAP1GAP2 RARRES2 RBBP8 RCC1L RCC2 RFC3 RFC4 RNF138 ROBO1 RPS24 RRAS2 RRM2 RRP15 RUVBL1 SALL1 SALL2 SALL4 SCGB3A2 SCNN1A SEMA6A SEPHS1 SERBP1 SFRP1 SFRP2 SINHCAF SIRT1 SLC13A3 SLC16A1 SLC29A1 SLC38A1 SLC39A10 SLC6A8 SLC7A3 SMS SNRPA SNRPN SORL1 SOX2 SPC25 SPRY4 SRA1 SRSF1 SRSF7 SSB ST6GAL1 SYNGR3 TCF7L1 TDRP TEAD4 TENT5B TERF1 TFAM THEMIS2 TIA1 TMEFF1 TMEM177 TMPO TMX1 TNNT1 TNPO3 TRIM22 TRIM24 TTLL12 TUBB2B TUBB4B UGP2 UNG USO1 USP44 USP9X UTF1 VRTN VSNL1 WDHD1 WDR12 ZGRF1 ZIC2 ZIC3 ZNF195 ZNF267 ZNF398 ZNF589 ZNF770 ZSCAN10 BENPORATH_ES_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_2 AEN CDC25A CHEK2 CLDN6 CRIPTO CYP26A1 DBNDD1 DNMT3A DSCC1 DTYMK EPHA1 EPHX3 ERCC6L ETV4 GDF3 GJC1 GOLGA7 GPR19 HELLS HESX1 L1TD1 LIN28A LPAR4 MCM10 MYBL2 NANOG NCAPH ORC1 ORC2 POU5F1 PRDM14 PRKD3 PWP2 RBM4 RRP9 SLC5A6 TXLNG VRTN WSCD1 ZIC3 BENPORATH_ES_CORE_NINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_CORE_NINE HMGA1 HMGB3 ILF3 KLF5 MYBL2 NFE2L3 TCF7L1 TEAD4 ZIC1 BENPORATH_ES_CORE_NINE_CORRELATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_CORE_NINE_CORRELATED ATF4 BCL11A BCL11B CALR CBFB CEBPB CEBPG CREB3L2 DEK DMRT1 DR1 E2F1 E2F3 E2F8 EED ELF4 ELF5 EN1 ETV6 ETV7 EZH2 FOXC1 FOXG1 FOXK2 FOXM1 GATA6 GATAD2A GTF2H4 GTF3C2 HDAC2 HIF1A HIVEP1 HMGA1 HMGB2 HMGB3 HSF1 HTATIP2 ID4 ILF2 ILF3 IRF1 KDM1A KLF11 KLF5 LMO4 MAFG MDFI MED8 MLXIP MSL3 MYBBP1A MYBL1 MYBL2 MYC NFE2L3 NFIB NFIL3 NFKBIE NMI NSD2 PAX6 PLAGL2 PNRC1 POLR1E RBL1 RELB RUNX3 SAP30 SIX3 SMARCA4 SOX10 SOX11 SOX4 SOX9 SPIB SRF SSRP1 STAT1 SUPT5H TAF2 TBPL1 TBX19 TCF20 TCF7L1 TEAD4 TFAP2C TFCP2L1 TFDP1 TFDP2 TGIF2 TLE1 TRIP13 VGLL1 VGLL4 WDHD1 WWTR1 YBX1 YEATS2 ZBTB5 ZIC1 BENPORATH_ES_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_ES_WITH_H3K27ME3 AATF ABCC3 ABCC8 ABCG4 ABTB2 ACADL ACAN ACP7 ACTL6B ADAM15 ADAM22 ADAMTS15 ADAMTS17 ADAMTS18 ADAP2 ADARB2 ADCY4 ADCY8 ADCYAP1 ADGRA2 ADGRB2 ADGRL3 ADRA1A ADRA2A ADRB1 ADRB3 AGAP2 ALKAL1 ALOX15 ALOXE3 ALX3 ALX4 AMELX AMER2 AMN AMPH ANKRD18A ANKRD18B ANKRD19P ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A5P ANKRD20A8P ANKRD27 ANKRD35 ANXA2R ANXA2R-AS1 APBA1 AQP5 ARHGAP20 ARHGEF38 ARHGEF7 ARID3C ARID5B ARL10 ARL5C ARL9 ASCL1 ASCL2 ASCL4 ASIC1 ASTN1 ASTN2 ATF3 ATOH1 ATOH8 ATP1A3 AVPR1B AZIN2 B4GALNT1 B4GALNT2 BARHL1 BARHL2 BARX1 BARX2 BATF3 BCAN BCL2 BHLHE22 BHLHE23 BHLHE41 BLVRB BMAL1 BMP6 BMP8A BMX BNC1 BRINP2 BRINP3 BTG2 C14orf132 C17orf100 C1QL1 C1QTNF5 C1orf115 C1orf94 C2CD4A CA10 CA7 CACNA1A CACNA1B CACNA1D CACNA1E CACNA1G CACNB3 CACNB4 CACNG3 CACNG8 CADM4 CALCA CALCR CAMK2B CAMK2N1 CAMK2N2 CASZ1 CBLN1 CBLN4 CBR3 CBX4 CBX8 CCDC140 CCDC50 CCDC96 CCNA1 CD34 CD38 CD47 CD70 CD8A CDC20B CDH23 CDH4 CDH6 CDH7 CDK5R2 CDKN2C CDX1 CDX2 CEMIP CERKL CFAP276 CFAP91 CGB7 CGB8 CH25H CHAD CHD5 CHDH CHN2 CHODL CHRD CHRDL1 CHRDL2 CHST8 CIART CIDEA CITED1 CLCN5 CLEC14A CLEC4G CLIC5 CLIP4 CLSTN2 CLTRN CLXN CMTM2 CNNM1 CNNM2 CNRIP1 CNTFR CNTN2 CNTNAP5 COL12A1 COL24A1 COL25A1 COL27A1 COL2A1 COL4A5 COL4A6 COL8A1 COL9A2 COLEC12 COLGALT2 COMMD3 COMP CORO6 COX6B2 CPM CR2 CRH CRHR1 CRIP1 CRLF1 CRMP1 CRTAC1 CRYBA2 CRYBG1 CRYL1 CSF1 CSMD1 CSMD2 CSMD3 CTNND2 CWH43 CXCL14 CXCL16 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2A13 CYP2A6 CYP2A7 CYP2J2 CYP39A1 DACH1 DACH2 DCC DCHS2 DCLK1 DCLK2 DCX DDAH1 DDX25 DGKG DGKI DHH DIO3 DKK1 DKK2 DLK1 DLK2 DLL4 DLX1 DLX2 DLX3 DLX4 DLX5 DMRT1 DMRT2 DMRT3 DNAJC22 DNER DOK6 DPF3 DPP6 DPY19L2 DPY19L2P2 DPYSL5 DRD4 DRD5 DSC3 DSCAML1 DTNB DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP15 DUSP4 DUSP6 DUSP8 DYNC1I1 EBF1 EBF3 ECEL1 EFNA1 EFNA3 EGFL6 EGFLAM EGR2 EGR3 EGR4 EIF4E3 ELAPOR1 ELAVL2 ELAVL3 ELMOD1 ELOVL2 ELOVL3 EN1 EN2 ENSG00000255537 ENTPD2 ENTPD3 EOMES EPAS1 EPB41L4A EPB41L4A-DT EPHA10 EPHA3 EPHA4 EPHA5 EPHB1 EPHB3 ERBB4 ERICH5 ERO1B ESAM ESPN ESR1 ESX1 ETV7 EVA1C EVX1 EXOC3L2 EYA4 F2R FAM163A FAM167A FAM43B FAM78A FAM81A FAM89A FBLN5 FBLN7 FBN1 FBN2 FBP1 FBXL14 FBXL8 FBXO25 FBXO3 FERD3L FEV FEZ1 FEZF2 FFAR4 FGF11 FGF20 FGF3 FGF5 FGF8 FGF9 FIGLA FLI1 FLRT2 FNDC1 FNDC5 FOXA2 FOXB1 FOXC1 FOXD2 FOXD3 FOXD4L1 FOXD4L3 FOXD4L4 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXJ1 FOXL1 FOXL2 FOXQ1 FRAT1 FRMD3 FRMPD1 FRMPD4 FUCA1 FUT4 FUT9 FXYD7 FZD1 FZD10 FZD2 GAB3 GABBR2 GABRA2 GABRA4 GABRB2 GABRG3 GAD2 GALNT16 GALNT18 GALR2 GAST GATA2 GATA3 GATA3-AS1 GATA4 GATA6 GBX2 GCC1 GCM2 GDF6 GDF7 GDNF GHR GHSR GIMAP5 GJB2 GJD2 GKAP1 GLB1L2 GLIPR2 GNA14 GNAO1 GPAT3 GPC3 GPC5 GPD1L GPM6B GPR101 GPR12 GPR150 GPR174 GPR26 GPR6 GPR62 GPR88 GRB10 GRHL3 GRIA2 GRID1 GRIK1 GRIK3 GRIN1 GRIN2D GRIN3A GRK3 GRK5 GRM6 GRM7 GSC GSC2 GSN GSX1 GSX2 GUCY1A1 GUCY2D HAND1 HAND2 HBA1 HBA2 HCG9 HCN4 HES2 HES3 HES5 HES7 HEY1 HEYL HHAT HHEX HHIP HIC1 HLA-A HLA-B HLA-C HLA-F HLX HMX2 HMX3 HNF1B HOXA1 HOXA10 HOXA13 HOXA2 HOXA3 HOXA4 HOXA6 HOXA7 HOXA9 HOXB1 HOXB13 HOXB2 HOXB3 HOXB6 HOXB7 HOXB8 HOXC11 HOXC12 HOXC4 HOXC5 HOXC6 HOXC8 HOXD1 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPCAL4 HPSE HPSE2 HR HRK HS3ST2 HS3ST3B1 HS3ST4 HS6ST1P1 HS6ST3 HSF4 HSPA1A HSPA1B HSPA1L HSPA6 HTR1A HTR2C HTR6 HTR7 HTRA3 ICAM4 ICAM5 IGF2-AS IGFBP1 IGFBP3 IGSF21 IHH IKZF3 IL10RA IL11 IL17D IL17RB IL1RAPL2 IL7 ILDR2 IMPDH1 INA INKA1 INSM2 INSRR INTS4P1 IRF4 IRX1 IRX3 IRX4 IRX5 ISL1 ISL2 ITGA4 ITIH5 ITPKA JUN KAZALD1 KCNA1 KCNA3 KCNA5 KCNAB1 KCNC2 KCNC4 KCND3 KCNF1 KCNH1 KCNH3 KCNH7 KCNIP2 KCNIP4 KCNJ10 KCNJ3 KCNJ4 KCNJ5-AS1 KCNJ9 KCNK12 KCNK13 KCNK17 KCNK2 KCNK3 KCNK4 KCNMA1 KCNQ1 KCNQ3 KCNQ5 KCNS2 KCNS3 KCNV1 KIAA1191 KIRREL3 KIRREL3-AS3 KISS1R KL KLF4 KLHL1 KLHL13 KLHL14 KLHL17 KLHL35 KLK4 KY LAMB1 LAMP5 LAYN LBX1 LEF1 LEKR1 LGALS3 LGI3 LGR5 LHFPL3 LHX2 LHX3 LHX4 LHX5 LHX6 LHX8 LINC01101 LINC01138 LINC02875 LMO1 LMOD1 LMX1B LOC154761 LONRF3 LPL LRAT LRATD1 LRBA LRCH2 LRFN2 LRFN5 LRP2 LRRC71 LRRTM1 LTBP2 LTK LY6H LYSMD2 MAB21L1 MAB21L2 MADCAM1 MAFB MAL MAN1C1 MAP6 MAPK4 MAPK8IP2 MAPT MAST4 MCOLN3 MECOM MED31 MEIS1 MEOX2 MESP1 METRNL MFSD4A MGARP MICB MIR137HG MKX MLLT3 MLPH MLXIPL MMD2 MMP2 MNX1 MSC MSX1 MSX2 MT1A MT1B MT1DP MT1H MT1M MT3 MXRA7 MYB MYF6 MYO5B MYOD1 NAGS NAV2 NBL1 NBPF11 NCAM1 NCCRP1 NDRG1 NDUFA4L2 NEFH NEFL NEFM NEGR1 NELL1 NEURL1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NEUROG3 NFIA NFIC NFIX NGF NGFR NIBAN1 NIM1K NIN NKAIN2 NKPD1 NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NOC2L NOL4 NOTUM NOVA2 NOXO1 NPAS1 NPAS2 NPAS4 NPNT NPR1 NPR3 NPTX1 NPY1R NPY5R NR2E1 NR2F2 NR4A3 NRG1 NRG2 NRGN NRIP3 NRN1 NRXN1 NT5C1A NTN1 NTNG2 NTRK1 NTRK2 NXPH4 OAF OCA2 OLFML2B OLIG2 OLIG3 ONECUT1 ONECUT2 OPRD1 OSBP2 OSR1 OSR2 OTOP1 OTOP2 OTOP3 OTP OTX1 OTX2 OVOL1 OXCT2 P2RX5 PABPC1L2A PADI2 PAPPA PARD3B PARM1 PARP8 PAX1 PAX2 PAX3 PAX5 PAX6 PAX7 PAX8 PAX9 PCDH17 PCDH8 PCDHGC4 PCGF5 PCSK2 PDE10A PDE1B PDE4DIP PDE8A PDE8B PDGFRA PDX1 PDZD2 PENK PGM5 PGR PHLDB1 PHOX2A PHOX2B PHYHIPL PIGZ PIP5K1B PIR PITX1 PITX2 PITX3 PKNOX2 PKP1 PLEC PLLP PLP1 PLPPR1 PLXNA2 PLXNC1 PMP22 PODN POLE POLR3GL POMC POU3F1 POU3F2 POU3F4 POU4F1 POU4F2 POU4F3 PPM1E PPP1R13B PPP1R14C PRAC1 PRDM12 PRDM13 PRKAG2 PRKCB PRKCE PRKCH PRKD1 PRKG1 PRLHR PROK2 PRR18 PRRT1 PRSS12 PRUNE2 PSD2 PTF1A PTGDR PTGER2 PTGER3 PTGER4 PTGFR PTGR3 PTH2 PTHLH PTPRN2 PTPRT PTPRU PXMP2 PYY RAB11FIP3 RAB33A RAB40B RAB6C RAB9B RAMP1 RAPGEF4 RARA RARRES2 RASGEF1C RASGRF1 RASL10A RASSF5 RAX RBBP7 RBP4 RBP7 RCSD1 REEP1 REPS2 RFX4 RFX6 RGCC RGS10 RGS20 RGS9 RGS9BP RIMBP3 RIMBP3B RIMBP3C RIMKLA RIMS4 RIPK3 RIPPLY2 RNF128 RNF2 RNPEPL1 ROBO3 RPRML RPS6KA2 RPS6KA6 RSPO1 RSPO2 RSPO3 RTBDN RTL4 RTL5 RTN4RL2 RUNX2 RXRG RYR3 SAMD11 SATB2 SATB2-AS1 SCD5 SCIN SCN4B SCNN1G SCTR SCUBE3 SECTM1 SEMA3B SEMA4F SEMA6D SERTM1 SEZ6 SFRP1 SFRP4 SFRP5 SFTPC SGPP2 SH3GL2 SHC4 SHH SHISA6 SHISAL2A SHOX SHOX2 SIDT1 SIM1 SIM2 SIX1 SIX2 SIX3 SIX6 SKAP1 SLC10A4 SLC16A11 SLC17A6 SLC17A7 SLC1A2 SLC1A4 SLC22A3 SLC24A4 SLC25A27 SLC26A4 SLC26A5 SLC27A2 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC32A1 SLC35D3 SLC35F3 SLC35G1 SLC40A1 SLC6A1 SLC6A11 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC9A2 SLC9A3 SLCO2A1 SLCO3A1 SLCO5A1 SLFN11 SLIT1 SLIT2 SLIT3 SLITRK1 SLITRK3 SMOC2 SMPD3 SNAI2 SNCAIP SNTB1 SORCS1 SORCS3 SOWAHA SOX14 SOX17 SOX7 SOX8 SOX9 SPAG6 SPOCK3 SPON1 SPON2 SPTB SPTBN4 SRD5A2 SRRM4 SSBP4 SSTR1 SSTR2 ST8SIA2 ST8SIA4 ST8SIA5 STC2 STK32B STMN2 STX1A STXBP6 SUSD4 SV2B SYNE1 SYT12 SYT6 SYT7 TAC1 TACR1 TACSTD2 TAFA4 TAL1 TAP1 TBR1 TBX1 TBX2 TBX20 TBX21 TBX3 TBX5 TBXAS1 TBXT TCAF2 TCEA3 TCEAL1 TCEAL8 TCF21 TCTE1 TET2 TFAP2B TFAP2D TFAP2E TGFA THBD THBS2 TIGD3 TLE2 TLL1 TLX1 TLX2 TLX3 TMEFF2 TMEM106C TMEM132E TMEM132E-DT TMEM151A TMEM163 TMEM185A TMEM255B TMEM30B TMEM54 TMEM59L TMEM88 TMOD2 TNFRSF1B TNFSF9 TP73 TPPP3 TRADD TRH TRIM28 TRIM36 TRIM67 TRIM7 TRIM9 TRPC5 TSLP TTLL7 TTLL9 TTPA TTYH1 TWIST1 UCN UCP1 ULBP1 ULBP2 UNC5B UNC5C USH1G VASH1 VAV3 VAX1 VAX2 VDR VGLL2 VSX1 VSX2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT3A WNT5B WNT6 WNT7A WRAP73 WSCD1 WT1 WT1-AS XYLT1 YAF2 ZACN ZBTB16 ZBTB7A ZEB2 ZFHX3 ZFPM1 ZFYVE28 ZIC1 ZIC4 ZMYND15 ZNF436 ZNF436-AS1 ZNF503 BENPORATH_MYC_MAX_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_MYC_MAX_TARGETS ABCB10 ABCB6 ABCC4 ABCE1 ABI3 ABT1 ACAD8 ACOX3 ACSS2 ACTR3 ADAM22 ADGRE5 AGPS AHCYL1 AIFM1 AIMP2 AKAP10 AKAP9 AKR7A2 ALDH18A1 ALKBH1 ALOXE3 AMD1 AMMECR1 ANAPC10 AP4B1 AP4E1 AP4M1 AP4S1 APBA3 APPL1 ARFIP2 ARFRP1 ARHGEF16 ARHGEF7 ARID4A ARL1 ARL6IP5 ARPC4 ARPP19 ARRB2 ASAH1 ASB1 ASH2L ATF4 ATF6 ATG12 ATM ATP5F1B ATP5F1C ATP5F1E ATP5MC2 ATP6V1D ATXN10 AZIN1 BARD1 BAZ1B BCKDHA BCKDHB BIRC6 BLK BLZF1 BTBD1 BTN2A1 BUD23 CACNB1 CACNG3 CACYBP CAD CALM2 CALR CAPZA1 CBX5 CCDC6 CCT7 CCT8 CD164 CD2AP CD79B CDC16 CDC25B CDC6 CDK16 CDK6 CDKL3 CDKN1B CEBPZ CEP83 CEPT1 CH25H CHD1L CIAO1 CIB1 CIR1 CISH CKS2 CLCN2 CLCN3 CLCN6 CLN3 CMAHP CNDP2 CNOT2 CNOT4 CNOT9 CNPY2 CNTN2 COG5 COIL COPS2 COPS3 CORO1C COX15 COX7A2L COX7C CPSF1 CR2 CRADD CREB1 CREBL2 CSDE1 CSF2RB CSTF3 CTSC CUL5 CUTA CWC27 CXXC1 CYB561D2 CYBA CYTH2 CYTIP DAP3 DAXX DBI DBP DCAF11 DCAF8 DCTN3 DCTN4 DDB1 DDX1 DDX10 DDX17 DDX3X DDX41 DDX5 DEF6 DEGS1 DGCR6 DIABLO DLEU1 DLEU2 DMAC2L DMAP1 DMTF1 DNAI1 DNAJA2 DPAGT1 DPF1 DPM1 DPM2 DPYSL3 DRG1 DYNC1LI1 EEA1 EEF1E1 EFTUD2 EIF2S1 EIF2S3 EIF3I EIF3K EIF4E2 EIF4H ELL ELOA ELOVL1 ENO2 ENTPD7 EPC1 EPM2A ERCC6 ERLIN1 ERO1A ETF1 ETFA EXO1 FABP5 FADS3 FANCF FBXO5 FKBP11 FKBP2 FLOT2 FRY FTH1 FTSJ1 FXR2 FZD5 GABARAP GABPA GAK GALC GATB GCFC2 GCLC GDAP1 GDE1 GEMIN2 GGH GINS1 GINS2 GLRA3 GLT8D1 GMDS GMIP GNA12 GNB1L GNL1 GNPAT GNS GOLGA5 GPN3 GPR132 GPSM3 GRK4 GSTO1 GTF3C4 GTF3C5 H2AC11 H2AC13 H2AC14 H2AC15 H2AC17 H2AC18 H2AC6 H2AX H2AZ1 H2BC10 H2BC11 H2BC12L H2BC14 H2BC15 H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H4C13 H4C2 H4C9 H6PD HADHB HARS1 HAX1 HCFC2 HDAC6 HEBP1 HERC1 HLA-A HLA-F HMG20A HMMR HNRNPA1 HNRNPL HNRNPUL1 HOOK2 HS3ST2 HSD17B7 HSF2BP HSP90B1 HSPA14 HSPA2 HSPA9 HSPE1 HTRA2 IDH3B IER2 IER5 IFI30 IFNAR1 IFNGR1 IGBP1 IL17C ILK ING1 IPO5 IRF3 ITGB3BP IVNS1ABP JARID2 JMJD7-PLA2G4B JRKL KCNH4 KDM5A KDM5C KEAP1 KHK KHSRP KIF11 KIF15 KIF20A KIF20B KPNA3 LAGE3 LAMP1 LAMTOR5 LANCL1 LATS1 LDHA LIPT1 LNPEP LSM1 LSM8 LSP1 LSR LTA4H LY86 LZTFL1 LZTR1 M6PR MACROH2A1 MAD2L1 MADD MAEA MAFF MAGEF1 MAGOH MAML1 MAN2A1 MANF MAP2K5 MAP2K7 MAP3K20 MAP3K5 MAP4K5 MAPK7 MAPRE1 MAPRE2 MARS1 MAT2A MAT2B MBD4 MBNL1 MCCC2 MCM3 MCM5 MDH1 MED17 MED20 METTL1 METTL13 MFAP1 MFNG MGAT2 MKLN1 MKNK1 MKRN1 MLX MMP15 MMP8 MOCS2 MOCS3 MPC1 MPHOSPH6 MRPL40 MRTO4 MSH2 MST1R MT2A MT3 MTF1 MTF2 MTHFD1 MTOR MYBBP1A MYCBP NACA NAGA NAGPA NBR1 NBR2 NCAPG NCBP1 NCBP2 NCL NDUFA1 NDUFA2 NDUFA6 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFS1 NDUFS6 NDUFV1 NFAT5 NFKBIB NFS1 NGB NME1 NOL7 NPRL2 NR1D1 NR6A1 NUBP1 NUBP2 NUDT6 NUFIP1 NUP153 NUP54 NUP62 NUP88 NXT1 OAZ1 OCIAD1 OGA P3H1 PA2G4 PALS2 PARG PCF11 PCM1 PCMT1 PCNA PCNP PCYT1A PDCD10 PDE4C PDE6D PDK1 PDK2 PDK3 PER1 PEX11B PEX16 PEX3 PEX6 PFKFB4 PFN1 PHB2 PIAS1 PIAS3 PIGF PIGP PKM PKN2 PLA2G15 PLA2G6 PLOD3 PMM2 PMPCB PMS1 PMS2P3 PMVK PNO1 POLD4 POLE3 POLH POLR1B POLR1C POLR1D POLR1H POLR3A POLR3G POLR3K POMT2 POU2F1 PPA1 PPIA PPME1 PPP1CB PPP1R12A PPP1R7 PPP2CA PPP2R1B PPP3CA PPP6C PPT2 PRDX5 PREP PRKAB1 PRKAB2 PRKAG1 PRKCSH PRKDC PRKRA PRMT5 PRPS2 PRPSAP1 PRR3 PSMA1 PSMA5 PSMB1 PSMB5 PSMB7 PSMC4 PSMC5 PSMD10 PSMD14 PSMD3 PSMD5 PSMD7 PSMD8 PSME3 PSMG1 PTDSS1 PTGES3 PTOV1 PTP4A1 PTPA PTPN1 PTPN6 PTPRF PUDP PWP1 PYCR1 PYCR2 RAB11A RAB1A RAB3A RAB3GAP2 RAB5IF RAB8A RABGEF1 RAC2 RAD50 RAD51AP1 RAD54L RAD9A RANBP3 RAP2B RAPGEF6 RASA1 RASSF1 RBBP8 RBL1 RBM15B RBM39 RBM4 RCL1 RECQL RECQL5 RFX5 RGL2 RGS16 RHEB RIDA RIGI RIPK2 RIPPLY3 RLN1 RNASET2 RNF141 RNF4 RNF7 RNFT1 RNPS1 RPL13 RPL15 RPL18 RPL19 RPL27 RPL27A RPL31 RPL32 RPL35 RPL37 RPL5 RPL8 RPL9 RPLP1 RPS13 RPS17 RPS19 RPS20 RPS21 RPS25 RPS26 RPS27A RPS27L RPS29 RPS5 RPS6 RPS6KA2 RPS6KA5 RPS6KB1 RRAGA RRAS RRP9 RSL24D1 RXRB RXYLT1 SAE1 SAP18 SAP30 SARS1 SAV1 SCAMP3 SCAND1 SCD SCLY SCML2 SCO1 SDF2 SDF2L1 SEC61B SEC62 SERF1B SERP1 SERTAD1 SGPL1 SH2D3C SHPK SIGMAR1 SLC12A2 SLC1A4 SLC22A3 SLC22A4 SLC25A11 SLC25A40 SLC26A4 SLC2A4 SLC31A1 SLC39A6 SLC39A7 SLC39A8 SLC43A1 SLC5A6 SLC7A1 SMAD3 SMC1A SNAPC1 SNAPC3 SNRPA SNRPD3 SNX15 SNX3 SNX5 SOD1 SOX12 SP4 SPAG5 SPAG6 SPIB SPTLC2 SQSTM1 SRD5A1 SREBF2 SRI SRP54 SRP68 SRPRA SRSF11 SRSF2 SRSF5 SRSF7 SSB ST6GALNAC4 STK26 STOM STUB1 STX10 STX16 STX7 STYXL1 SUCLG1 SUGT1 SUPT16H SUPT5H SYK SYPL1 TAGLN2 TCF12 TESK2 TGIF2 THAP12 THRAP3 TIMM17A TIMM22 TIMM23B TIMM44 TIMM8B TIMM9 TLE3 TLL2 TMED10 TMEM187 TMF1 TMOD2 TMPO TMSB4X TNFAIP1 TNFRSF21 TOPBP1 TP53 TPP2 TPR TPT1 TRAP1 TRAPPC3 TRIB1 TRIM24 TRIM25 TRIM33 TRIM44 TRIP13 TRMT13 TRMT6 TSC2 TSEN34 TSPY1 TTC33 TTC4 TUBA1B TUBG1 TULP3 TYK2 U2AF1 UBE2D3 UBE2G2 UBE2K UBL3 UBQLN1 UBXN1 UBXN8 UCHL1 ULBP1 UQCR10 UQCRC2 USO1 USP1 USP11 USP4 USPL1 UXT VAMP1 VAPA VASP VCP VDAC2 VGF VPS29 VPS52 WDR4 WDR46 XK XRCC6 YBX3 YIF1A YWHAH YY1 ZDHHC3 ZFPL1 ZKSCAN5 ZKSCAN8 ZMPSTE24 ZNF12 ZNF134 ZNF136 ZNF142 ZNF174 ZNF225 ZNF274 ZNF286A ZNF35 ZNF410 ZNF593 ZNF7 ZNF85 ZNG1A ZPR1 BENPORATH_MYC_TARGETS_WITH_EBOX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_MYC_TARGETS_WITH_EBOX ACADM ACE ACO2 ACOX1 ACTB ACTG1 AKAP1 AKR1A1 ALDH2 AMD1 AMPD2 AMPD3 AP4M1 APC APEX1 APP ARF1 ARF4 ARSB ASCL2 ATF4 ATF7 AVP BAX BBC3 BCL2 BCL2L12 BCL3 BLK BMP4 BRCA2 BSG CASP8 CBS CCKBR CCNB1 CCND1 CCND2 CD2 CD63 CD79B CDK10 CDK4 CEACAM5 CEBPA CFDP1 CHRNB1 CLCN6 CLNS1A CSTB CTSF DBI DCK DKC1 DKK3 E2F1 EBP EEF1A2 EGR3 EIF4A1 EIF4E EIF5A2 ELK1 ENO1 ETS2 FAH FASN FGFR4 FOSL1 FOXM1 FPGS FXN GALNS GALT GAPDH GAS8 GLA GOLGA7 GPR4 GSK3B GSTP1 H2AZ1 H4C15 H4C16 H4C5 HBA2 HBAP1 HBB HBE1 HDAC3 HERPUD1 HES1 HIF1A HMBS HMGN2 HNRNPA1 HNRNPA2B1 HNRNPDL HSD11B2 HSP90AA1 HSP90AB1 HSPA8 HSPD1 ICAM1 ID3 IFRD2 IL11RA IMPA2 INSR IRF2 IRF3 ISG20 ITGB1 JUN JUNB KLF1 LBR LMNA LMNB2 MAGEA3 MAGEA6 MAN2A2 MCM4 MCM7 MDM2 MELTF MET MGST1 MNX1 MPO MSN MST1 MTHFR MUC1 MYCL NBN NCL NEFM NHERF2 NIT1 NME1 NOP2 NOTCH4 NR1D1 NSUN2 NTHL1 NTN3 OCA2 PABPC1 PAICS PARP1 PDCD1 PDHA1 PER1 PEX3 PHB1 PIM2 PLA2G4A PLK1 POLB POLD2 POLR3D PPID PPP1R7 PRTN3 PSEN2 PSMA3 PSMB1 PTEN PTGER2 PTMA QDPR RARB RBM3 RCC1 RGS2 RHOG RIDA RPL10 RPL13A RPL19 RPL22 RPL23A RPL27A RPL36A RPS15 RPS19 RPS6 RXRB SERPINE1 SIGMAR1 SIRT1 SLBP SLC19A1 SLC2A4 SLC4A2 SMAD7 SNHG5 SNORD14C SNORD32A SNORD4A SQSTM1 SRD5A1 SRM STAT6 STMN1 SURF6 SYNGR2 TCF12 TCIRG1 TERT TFRC TGFB1 TGFB3 TIMM17B TNFRSF8 TOMM20 TOP1 TPM2 TSC2 TXN UBA52 UCP3 UROD VAMP2 VHL WEE1 WT1 ZFP36L2 ZNF146 BENPORATH_NANOG_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_NANOG_TARGETS AASDH ABCB7 ABCF2 ABHD11 ABHD2 ABRACL ACADM ACAT2 ACO2 ACOT8 ACSL4 ACTMAP ACTR1A ACTR1B ADAL ADAR ADD3 ADO AHSA1 AJUBA AK3 AK4 AKIRIN1 AKIRIN2 ALCAM ALG9 ALKBH1 ALKBH7 AMIGO2 AMOTL1 ANGPT1 ANKMY2 ANKRD1 ANKRD49 ANO8 ANP32A ANP32B ANXA1 AP1G1 AP1S2 AP2A1 AP3B1 APEX2 APH1A APLP2 APOA2 APOB APOM AQP2 ARF3 ARF4 ARHGAP1 ARHGAP11A ARID1B ARID5B ARIH1 ARMC6 ARMCX1 ASAH1 ASB1 ASCC2 ASXL1 ATAD2 ATF4 ATG13 ATG4C ATP11C ATP5IF1 ATP5PB ATP6V1A ATP6V1G1 AURKA AVL9 AXIN2 B2M B3GALT4 B4GALT6 BAG5 BAG6 BAMBI BCAT1 BCKDHA BCL9 BCL9L BCLAF1 BLCAP BMP2 BMP7 BNIP1 BRK1 BSCL2 BUB1B BUB3 BZW2 C12orf60 C1orf21 C1orf54 C20orf96 CA2 CA4 CAAP1 CABLES1 CACHD1 CACNA1A CACNA2D1 CALB1 CALD1 CALM2 CALR CAND1 CAPZA2 CARS2 CASP9 CAV1 CAVIN3 CBX3 CBX5 CCDC12 CCDC174 CCDC93 CCN1 CCN2 CCT6B CCT7 CDC123 CDC14B CDC16 CDC42EP4 CDC45 CDC7 CDH1 CDH2 CDK1 CDK14 CDK16 CDK17 CDK6 CDS2 CDYL CEBPZ CELF2 CEP20 CEP95 CEPT1 CER1 CETN3 CFAP298 CFAP36 CFAP68 CFL1 CHCHD5 CHD2 CHST4 CIAO2A CIBAR1 CISD1 CITED2 CKS2 CLDN6 CLIC1 CLIC4 CLMP CLN3 CNBP CNMD CNN2 CNN3 CNOT8 CNTNAP3 COA8 COG7 COL12A1 COL4A5 COL4A6 COL7A1 COMMD3 COMMD7 COPE COTL1 COX6A1 CPT1A CRIPTO CRYZ CS CSNK1E CSTF1 CSTF3 CTSV CXADR CYB5B CYLD CYP1B1 CYP2R1 CYP2S1 DARS2 DCAF11 DCAF13 DCAKD DCLRE1C DCTN5 DCUN1D5 DCX DDA1 DDIAS DDX17 DDX18 DDX20 DDX23 DDX39A DDX41 DDX49 DDX5 DESI2 DHCR7 DHDDS DHRS3 DHX38 DIDO1 DKK1 DLGAP5 DMXL1 DNAAF9 DNAJB14 DNAJC16 DNAJC2 DNAJC8 DNAJC9 DNM2 DPAGT1 DPCD DPH6 DPM1 DPPA4 DPYSL2 DPYSL3 DRAM2 DSCC1 DTNA DTX2 DUSP12 DUSP6 DVL2 DYM E2F3 ECPAS EEF1E1 EEF2 EGLN3 EHBP1 EHD4 EIF2A EIF2AK3 EIF3D EIF3F EIF4B EIF4ENIF1 EIF4G2 EIPR1 ELL2 ELP6 EMC7 EMC9 ENPP2 ENSA ENTPD1 EOMES EPHA1 EPM2AIP1 EPS15L1 ERBB2 ERCC1 ERH ETNK1 EXD2 EXOC4 EXOSC5 EXOSC9 EXPH5 EXTL2 F11R FAM124A FAM131B FAM20C FAM72B FANCA FANCF FANCL FARSA FAT1 FAXDC2 FBLN1 FBXL14 FBXO31 FBXW11 FDPS FEM1A FEM1C FERMT1 FEZ1 FGF2 FGFR1 FGFR2 FHIT FKBP1B FOXJ2 FOXN3 FOXO1 FOXO3 FRAT2 FUS FXR1 FXYD5 FZD10 FZD2 FZD7 FZD8 GALK2 GANC GART GAS2L1 GATA6 GATAD1 GBF1 GDE1 GDF3 GGA1 GJA1 GLA GLG1 GLIPR2 GLUD1 GNA13 GNAI1 GNG10 GNG12 GNPTAB GOLGA2P10 GOLGA4 GOLIM4 GORASP2 GPC4 GPC6 GPN1 GPR108 GRHL2 GRIPAP1 GRK3 GRPEL2 GSK3A GSPT2 GSTCD GSTT2 GTF2E1 GTF2H2 GTF3C4 GTPBP1 GTPBP3 GXYLT1 GYPC H2AC18 H2AC25 H2AJ H2AX H2AZ1 H2BC5 H4C3 HAPSTR1 HAS2 HBP1 HCFC1R1 HECTD2 HELLS HESX1 HEXIM2 HEY2 HHEX HIGD2A HLTF HMBOX1 HMG20A HMGN4 HNRNPA1 HNRNPA2B1 HNRNPH2 HNRNPUL1 HOXB5 HSD17B12 HSPA4 HSPA5 HSPBAP1 ICMT ICMT-DT ID1 ID2 IDH3A IER5L IFI16 IFT27 IFT52 IGDCC4 IGF2BP3 IGFBP2 IGFBP3 IGFLR1 IL1RAPL1 ILF2 ILF3 INF2 ING1 ING4 INO80C INPP4A INTS12 IQCK IRX2 ISCU ISOC2 ITGB1 IWS1 JADE1 JARID2 JOSD1 JPT1 JUN JUP KANK1 KAT6A KATNB1 KATNBL1 KCNN2 KCTD15 KCTD2 KDELR3 KDM2A KDM3A KDR KHDRBS1 KHSRP KIAA1143 KIAA1217 KIF15 KIF26A KIF9 KLF5 KLF7 KLHL18 KLHL4 KLHL5 KNTC1 KPNA3 KRR1 KRT18 LAMA4 LARGE1 LARP7 LARS1 LCMT2 LEFTY1 LEFTY2 LEPROTL1 LHPP LIN37 LINGO1 LMCD1 LRAT LRFN3 LRIG3 LRP2 LRP3 LRRC49 LRRN1 LSM3 LSM5 LYPD1 MAN2C1 MAP1LC3B MAP3K11 MAP3K12 MAPK14 MAPK8 MARCHF7 MARVELD2 MAT2B MBOAT2 MCC MCTS1 MDH1 MED12 MED23 MED25 MEF2A METTL8 MICA MICB MINDY2 MKKS MKRN1 MLH1 MLLT10 MMP2 MMP9 MOB3B MOBP MORF4L1 MORF4L2 MOV10 MPDZ MPV17L2 MRAP2 MRE11 MRPL27 MRPL37 MSC MSH2 MSL3 MTFR2 MTM1 MTMR1 MUS81 MYEF2 MYO3A MZT2A NAA30 NAA38 NAALAD2 NADSYN1 NANOG NAP1L2 NAXD NBR1 NCAPD2 NCOR1 NDUFA13 NDUFAF7 NDUFB3 NDUFS2 NEBL NEDD4L NEMF NFAT5 NFE2L3 NFS1 NIF3L1 NIP7 NKTR NME7 NMT1 NMU NOC3L NODAL NOL6 NOLC1 NOP16 NPAS2 NSD3 NSMCE3 NSUN3 NT5C2 NUCKS1 NUDT5 NUP54 NUSAP1 NVL OAZ2 OBI1 OBSL1 ODF2L OGA OIP5 OLFML3 ORC1 ORC6 OSBPL1A OSGEP OSR1 OTUB1 OTUD7B OXA1L P4HA1 PALB2 PALS2 PAPSS2 PARG PARP8 PBDC1 PBX1 PCBP1 PCLAF PCNA PCNX3 PDCL PDHB PDPN PEA15 PERP PEX1 PEX2 PGAP3 PHF23 PHF8 PHGDH PHTF2 PICALM PIGL PIH1D1 PIK3R2 PIM2 PIP4P1 PIPOX PITX2 PKIB PKIG PKMYT1 PLEKHA3 PLEKHG3 PLIN2 PLPP1 PMEL PNISR PNMA1 PNP PODXL POLL POLR1A POLR3D POLR3G POU2F1 POU4F1 POU5F1 PPFIBP1 PPIL3 PPP1R16B PPP1R2 PPP2R1A PPP2R1B PPP2R3A PPP2R3C PPP2R5C PRCP PRDM14 PREPL PRNP PRORP PRPF19 PRPF31 PRPF38A PRPF39 PRR11 PRSS8 PSEN2 PSENEN PSMA1 PSMB1 PSMB4 PSMB5 PSMC2 PSMD14 PSMD9 PSME3IP1 PTCD3 PTN PTPN1 PTPN2 PWP1 QARS1 R3HDM1 RAB15 RAB17 RAB25 RAB38 RAB3GAP2 RAB5A RAB5B RABL3 RAD23A RAD54B RAI1 RANBP10 RANGAP1 RAP1A RARB RASA1 RASGRF2 RASL11B RBBP4 RBFOX2 RBM14 RBM22 RBM39 RBM4 RBM7 RBP1 RBPMS RESF1 REST RETREG3 RFX1 RGS10 RIC8B RIF1 RIPK1 RNF121 RNF2 RNF24 RNF25 RNF31 ROMO1 ROR1 RPL17 RPL21 RPL32 RPLP1 RPP25 RPRD1A RPS13 RPS18 RPS26 RPS27A RPS3A RRN3 RRS1 RSPRY1 RSRC2 RUNX1T1 RYR3 S100A11 SALL1 SALL2 SALL3 SARAF SART3 SASH1 SAT2 SAV1 SC5D SCAF1 SCAF4 SCG5 SCGB3A2 SCNM1 SCNN1A SDC4 SEC22B SEC22C SEC24A SECISBP2 SELENOP SEMA3C SEMA4F SENP2 SEPTIN6 SERINC3 SERP1 SERPINA1 SERPINH1 SET SF3B1 SF3B5 SFI1 SFRP1 SFRP2 SFT2D3 SGK1 SGK3 SGMS1 SHISA6 SHLD2 SIN3B SKA2 SKIL SLAIN2 SLC1A1 SLC30A7 SLC36A4 SLC39A9 SLC40A1 SLC44A1 SLC49A4 SLC4A1AP SLC7A11 SLC7A5 SLC7A5P1 SLC7A5P2 SLIRP SLX1B SMAD3 SMARCAD1 SMDT1 SMG5 SMIM3 SMIM7 SNRNP70 SNRPA SNRPE SNRPN SNUPN SNX1 SON SORBS1 SOX2 SP2 SPAG9 SPARC SPART SPIRE2 SPRED1 SPRY1 SRSF4 SS18L2 SSBP2 SSBP3 ST3GAL2 STAT3 STC1 STK11IP STK36 STRN STXBP2 SUFU SUGP2 SULF1 SUMO1 SUPT4H1 SUPT7L TAF12 TAF4B TAL1 TALDO1 TARBP2 TBC1D10B TBCC TBK1 TBL1X TBL1XR1 TBP TCAF1 TCEAL8 TCEANC2 TCERG1 TCF20 TCF7L1 TCF7L2 TDRP TERF1 TFB2M TFPT THAP1 THAP8 THBS2 TIA1 TIAL1 TIAM1 TIMM23B TIMP4 TLCD1 TLE2 TLE3 TMED10 TMEM108 TMEM109 TMEM123 TMEM135 TMEM160 TMEM170A TMEM205 TMEM208 TMEM245 TMEM259 TMEM43 TMEM59 TMEM60 TMEM63A TMEM87A TMSB10 TMT1A TNC TNFRSF12A TNPO1 TNRC6A TOMM40L TOP2A TPX2 TRAF7 TRIM16 TRIM22 TRIM24 TRIML2 TRIP10 TRIP4 TRPC4AP TSC22D1 TSC22D2 TSPAN6 TTC31 TTF1 TTF2 TUBG1 TXNDC5 TXNRD1 TYW3 UBALD1 UBALD2 UBAP2 UBC UBE2D3 UBE2S UBE2T UBE2W UBP1 UBQLN4 UBR5 UFD1 UFM1 UIMC1 UNC5D UQCR10 URM1 USP10 USP16 USP3 USP44 USP7 UTP14A UXS1 VAPB VCAN VCPKMT VIM VIPAS39 VLDLR VOPP1 VPS35 VPS52 VRK2 VRK3 VRTN VWA5A WARS1 WBP11 WBP1L WDCP WDHD1 WDR20 WDR36 WDR6 WDR62 WDR77 WDR81 WDTC1 WEE1 WWC3 XAB2 YAP1 YJU2 ZC2HC1A ZCCHC3 ZCRB1 ZEB2 ZFAND6 ZFP36L1 ZFP42 ZIC1 ZIC2 ZIC3 ZIK1 ZNF112 ZNF174 ZNF185 ZNF202 ZNF217 ZNF226 ZNF281 ZNF286A ZNF300 ZNF331 ZNF398 ZNF436-AS1 ZNF473 ZNF516 ZNF521 ZNF551 ZNF664 ZNF684 ZNF701 ZNF770 ZNRF2 ZSCAN10 ZSCAN32 BENPORATH_NOS_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_NOS_TARGETS AASDH ADD3 ANKRD1 ANO8 ARID1B ATAD2 ATP6V1G1 B3GALT4 BAMBI BMP7 BUB1B BUB3 CA2 CA4 CABLES1 CACNA2D1 CAPZA2 CAVIN3 CCN2 CDC14B CDC7 CDK14 CDK17 CDYL COL12A1 COMMD3 COMMD7 CPT1A CRIPTO CSRNP2 DHDDS DHRS3 DKK1 DPH6 DPPA4 DPYSL2 DPYSL3 DTNA DUSP12 DUSP6 ENPP2 EOMES EPHA1 EXOSC9 FBXW11 FEZ1 FGF2 FGFR1 FGFR2 FOXO1 FRAT2 FUS FZD10 GJA1 GNG10 GNPTAB GRHL2 GTPBP3 H2AJ HAS2 HESX1 HHEX HMG20A ICMT ICMT-DT IER5L IFI16 IRX2 JADE1 JARID2 JPT1 JUP KANK1 KAT6A KATNBL1 KCNN2 KDM3A KDR KIAA1143 KIF15 KLF5 KLHL5 LAMA4 LARGE1 LEFTY2 LHPP LINGO1 LRAT LRFN3 LRRN1 MAN2C1 MED12 MLLT10 MSC MTM1 NAALAD2 NANOG NAXD NEBL NFE2L3 NUCKS1 OBI1 OBSL1 OGA OLFML3 ORC1 PARG PDCL PHF8 PIPOX PLPP1 PNISR POLR3G POU5F1 PPP2R1B PPP2R3A PRDM14 PRPF38A PRR11 PTPN2 RAB5A RAD54B RASGRF2 RBM22 RESF1 REST RIC8B RIF1 RNF24 ROR1 RPS18 RPS3A SALL1 SET SFRP1 SFRP2 SGMS1 SKA2 SKIL SLC44A1 SMARCAD1 SMIM3 SNRPN SOX2 SPAG9 SPRED1 SRSF4 STAT3 SULF1 TAF12 TAL1 TALDO1 TBL1XR1 TCF20 TCF7L1 THBS2 TIMM23B TLE3 TMEM170A TNC TNRC6A TOP2A TRIM22 TRIM24 TSC22D1 UBE2D3 UBR5 UFM1 URM1 USP44 USP7 VPS52 WDR36 YJU2 ZEB2 ZFP36L1 ZIC1 ZIC2 ZIC3 BENPORATH_OCT4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_OCT4_TARGETS AASDH ABTB2 ACD ADD3 ALKBH1 AMIGO2 ANKHD1 ANKRD1 ANKRD13C-DT ANO8 ARID1B ARMCX5 ARPC5 ATAD2 ATP6V1D ATP6V1G1 AUH B3GALT4 BAG5 BAMBI BLCAP BMP7 BUB1B BUB3 CA2 CA4 CABLES1 CACNA2D1 CAPZA2 CAVIN3 CBY1 CCN2 CDC123 CDC14B CDC7 CDH1 CDK14 CDK17 CDYL CHST5 CNTNAP3 COA8 COL12A1 COMMD3 COMMD7 CPT1A CRIPTO DBR1 DDX31 DHDDS DHRS3 DKK1 DNAJC9 DPH6 DPPA4 DPYSL2 DPYSL3 DTNA DUSP12 DUSP6 EFL1 EIF2S1 ELAVL2 ENPP2 ENTPD1 EOMES EPHA1 EXOSC9 FBXW11 FEZ1 FGF2 FGFR1 FGFR2 FICD FOXO1 FRAT2 FUS FZD10 GADD45G GAP43 GAS1 GATA6 GJA1 GLDC GNG10 GNPTAB GPC3 GPS1 GRHL2 GRID2 GTF3C4 GTPBP1 GTPBP3 H2AJ H2BC21 HAS2 HESX1 HHEX HMG20A HMGB2 HOXB5 ICMT ICMT-DT ID2 IER5L IFI16 IL1RAPL1 INF2 IRX2 IST1 JADE1 JARID2 JOSD1 JPT1 JUND JUP KANK1 KAT6A KATNBL1 KCNMB4 KCNN2 KDM3A KDR KIAA1143 KIF15 KIFBP KLF5 KLF7 KLHL4 KLHL5 LAMA4 LARGE1 LEFTY2 LHPP LINGO1 LRAT LRFN3 LRRN1 LSG1 MAGED2 MAN2C1 MAP3K3 MCC MED11 MED12 MEIS2 MKRN1 MLLT10 MMP2 MRPL13 MSC MTM1 MYEF2 NAA30 NAALAD2 NANOG NAXD NCBP1 NEBL NEFL NEFM NFE2L3 NPLOC4 NR2F2 NUCKS1 NUDT5 OBI1 OBSL1 OGA OLFML3 ORC1 OSR1 PAK1 PARD3 PARG PBDC1 PCLAF PDCL PHF8 PHGDH PIP5K1C PIPOX PLAA PLPP1 PNISR POLR3G POU5F1 PPP2R1B PPP2R3A PRDM14 PRKRIP1 PRPF31 PRPF38A PRPS1 PRR11 PSMA3 PTPN2 RAB5A RAD51C RAD54B RASGRF2 RBM22 RDH10 RESF1 REST RFNG RIC8B RIF1 RNF24 ROR1 RPL32 RPS18 RPS3A SALL1 SET SFRP1 SFRP2 SFXN1 SGMS1 SKA2 SKIL SLC44A1 SLC4A1AP SLIRP SMARCAD1 SMG5 SMIM3 SNRPN SNX5 SORBS1 SOX17 SOX2 SPAG9 SPRED1 SRSF4 SSBP2 STAT3 STMN2 SULF1 SUPT7L TAF12 TAL1 TALDO1 TBC1D22B TBL1XR1 TCF12 TCF20 TCF4 TCF7L1 TFPT TGIF2 THBS2 TIMM23B TJP3 TLE3 TMEM170A TMEM30A TNC TNRC6A TOP2A TRA2A TRIM22 TRIM24 TRIP4 TRPS1 TSC22D1 TSTD2 TXN2 UBE2D3 UBR5 UFM1 URM1 USP44 USP7 VPS52 WDFY3 WDR20 WDR36 WDR70 WEE1 YJU2 ZDHHC6 ZEB2 ZFP36L1 ZHX2 ZIC1 ZIC2 ZIC3 ZKSCAN5 ZMPSTE24 BENPORATH_PRC2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_PRC2_TARGETS ABCC8 ABTB2 ADAMTS15 ADAMTS18 ADAP2 ADARB2 ADCY4 ADCY8 ADCYAP1 ADGRL3 ADRA1A ADRA2A ADRB1 ADRB3 ALKAL1 ALOX15 ALX3 ALX4 ANKRD18A ANKRD18B ANKRD19P ANKRD20A1 ANKRD20A2P ANKRD20A3P ANKRD20A5P ANKRD20A8P ANKRD27 ANXA2R ANXA2R-AS1 AQP5 ARHGAP20 ARL9 ASCL1 ASCL2 ASTN1 ASTN2 ATF3 ATOH1 ATOH8 B4GALNT1 B4GALNT2 BARHL1 BARHL2 BARX1 BARX2 BATF3 BCL2 BHLHE22 BHLHE23 BHLHE41 BMP8A BNC1 BRINP2 BRINP3 BTG2 C2CD4A CA10 CACNA1B CACNA1D CACNA1E CACNA1G CALCA CAMK2N1 CASZ1 CBLN1 CBLN4 CBR3 CBX8 CCDC140 CD34 CD70 CD8A CDH23 CDH7 CDK5R2 CDKN2C CDX2 CEMIP CFAP276 CFAP91 CGB7 CGB8 CH25H CHODL CHRD CHRDL2 CHST8 CIDEA CITED1 CLCN5 CLEC14A CLSTN2 CLTRN CMTM2 CNNM1 CNRIP1 CNTFR COL24A1 COL25A1 COL27A1 COL2A1 COL4A5 COL4A6 COL9A2 COLEC12 COLGALT2 COMP CORO6 CRHR1 CRLF1 CRTAC1 CRYBA2 CSMD1 CSMD3 CTNND2 CXCL14 CXCL16 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 DACH1 DACH2 DCC DCHS2 DCLK2 DDAH1 DGKG DGKI DHH DIO3 DKK1 DKK2 DLL4 DLX1 DLX2 DLX3 DLX4 DMRT1 DMRT2 DMRT3 DNAJC22 DOK6 DPF3 DPY19L2 DPY19L2P2 DRD5 DSC3 DSCAML1 DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP4 ECEL1 EFNA1 EFNA3 EGFL6 EGR3 EGR4 ELAPOR1 ELMOD1 EN1 EN2 ENSG00000255537 EOMES EPAS1 EPB41L4A EPB41L4A-DT EPHA5 EPHB1 EPHB3 ERBB4 ERICH5 ESAM ESPN ESX1 EVA1C F2R FAM163A FAM43B FAM81A FAM89A FBLN7 FBN2 FBP1 FBXL8 FBXO3 FEV FEZ1 FEZF2 FFAR4 FGF20 FGF3 FGF5 FGF9 FIGLA FLI1 FLRT2 FOXA2 FOXB1 FOXD2 FOXD3 FOXD4L1 FOXD4L3 FOXD4L4 FOXE1 FOXF1 FOXG1 FOXJ1 FOXL1 FOXL2 FRMD3 FRMPD4 FUT4 FZD10 FZD2 GABRA2 GABRA4 GAD2 GALNT18 GALR2 GATA2 GATA3 GATA3-AS1 GATA4 GATA6 GBX2 GDF6 GDF7 GDNF GHR GHSR GIMAP5 GJB2 GJD2 GNA14 GPAT3 GPC5 GPM6B GPR101 GPR12 GPR88 GRIA2 GRID1 GRIK1 GRIK3 GRIN3A GRM7 GSC GSC2 GSX1 GSX2 GUCY1A1 GUCY2D HAND2 HBA1 HBA2 HES2 HES7 HEY1 HHAT HHEX HHIP HLX HMX2 HMX3 HNF1B HOXB1 HOXB13 HOXB2 HOXB3 HOXB6 HOXB7 HOXB8 HOXC11 HOXC12 HOXC4 HOXC5 HOXC6 HOXC8 HOXD1 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPCAL4 HPSE2 HRK HS3ST3B1 HS6ST1P1 HS6ST3 HSF4 HSPA6 HTR1A HTR2C HTR7 ICAM5 IGF2-AS IGSF21 IKZF3 IL1RAPL2 IL7 ILDR2 INA INSM2 INSRR IRX3 IRX4 IRX5 ISL1 ISL2 ITGA4 ITPKA JUN KAZALD1 KCNA1 KCNA3 KCNAB1 KCNC2 KCNC4 KCND3 KCNH1 KCNH3 KCNK12 KCNK13 KCNK2 KCNK4 KCNMA1 KCNQ3 KCNV1 KIRREL3 KL KLF4 KLHL35 KY LAMP5 LAYN LBX1 LGALS3 LGR5 LHX2 LHX4 LHX5 LHX6 LHX8 LINC02875 LMX1B LONRF3 LPL LRATD1 LRCH2 LRFN5 LRP2 LRRC71 LRRTM1 LTBP2 LTK LYSMD2 MAB21L1 MAB21L2 MAFB MAL MAPK4 MAPT MCOLN3 MESP1 METRNL MGARP MIR137HG MKX MLLT3 MNX1 MSC MSX1 MT1A MT1B MT1DP MT1H MT1M MYF6 MYO5B MYOD1 NAGS NAV2 NBPF11 NCAM1 NDUFA4L2 NEFL NEFM NELL1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NEUROG3 NFIX NKX2-1 NKX2-2 NKX2-3 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NOL4 NPAS1 NPAS4 NPNT NPR3 NPTX1 NPY1R NR2F2 NR4A3 NRG1 NRG2 NT5C1A NTN1 NTNG2 NTRK1 NTRK2 OAF OCA2 OLFML2B OLIG2 ONECUT1 ONECUT2 OPRD1 OSR1 OTOP1 OTOP2 OTOP3 OTP OTX1 OTX2 OXCT2 PABPC1L2A PAPPA PARM1 PAX1 PAX2 PAX3 PAX6 PAX7 PAX8 PAX9 PCDH17 PCDH8 PDE4DIP PDGFRA PDX1 PDZD2 PENK PGM5 PGR PHOX2A PHOX2B PIGZ PIP5K1B PIR PITX1 PITX2 PITX3 PKNOX2 PKP1 PLEC PLPPR1 PLXNA2 PMP22 PODN POLE POU3F1 POU3F4 POU4F1 POU4F2 POU4F3 PPM1E PRAC1 PRDM12 PRKCE PRKG1 PRLHR PROK2 PTF1A PTGDR PTGER2 PTGER3 PTGER4 PTGFR PTGR3 PTH2 PTHLH PTPRT PTPRU PXMP2 PYY RAB6C RASGRF1 RASL10A RASSF5 RAX RBP4 REPS2 RGCC RGS10 RGS20 RGS9BP RIMBP3 RIMBP3B RIMBP3C RIMKLA RIPK3 RNF128 ROBO3 RPRML RPS6KA6 RSPO1 RSPO2 RTL4 RTN4RL2 RYR3 SATB2-AS1 SCD5 SCN4B SCNN1G SCTR SEMA6D SERTM1 SFRP1 SFRP5 SGPP2 SHC4 SHH SHISA6 SHOX SHOX2 SIDT1 SIM2 SIX1 SIX2 SIX3 SIX6 SLC10A4 SLC1A2 SLC1A4 SLC24A4 SLC26A4 SLC27A2 SLC30A2 SLC30A3 SLC30A4 SLC32A1 SLC35F3 SLC6A1 SLC6A3 SLC6A5 SLC9A2 SLC9A3 SLCO2A1 SLCO5A1 SLFN11 SLIT1 SLIT2 SLITRK1 SLITRK3 SORCS1 SORCS3 SOX14 SOX17 SOX7 SPAG6 SPOCK3 SPON1 SRD5A2 SSTR1 SSTR2 ST8SIA2 STK32B STMN2 STXBP6 SUSD4 SV2B SYT12 TAFA4 TAL1 TBR1 TBX1 TBX2 TBX21 TBX3 TBX5 TCEA3 TET2 TFAP2E THBD TLL1 TLX1 TLX2 TMEFF2 TMEM132E TMEM132E-DT TMEM30B TMEM59L TMEM88 TMOD2 TP73 TPPP3 TRADD TRH TRIM36 TRIM67 TRIM9 TRPC5 TSLP TTYH1 UCN UCP1 UNC5C USH1G VASH1 VAX1 VAX2 VDR VSX1 VSX2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT3A WNT6 WNT7A WRAP73 WT1 WT1-AS ZBTB16 ZEB2 ZFHX3 ZFYVE28 ZIC1 ZIC4 ZMYND15 ZNF436 ZNF436-AS1 ZNF503 BENPORATH_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_PROLIFERATION A1BG A2M AGFG1 ANKRD27 ANLN APOBEC3B ARF1 ASF1A ASPM ATAD2 AURKA AVL9 BIRC5 BUB1 CCNB2 CDC123 CDCA5 CDCA7 CDK1 CDKN3 CDT1 CEBPG CENPA CENPE CENPF CENPM CENPN CENPU CHAF1B CKS1B CKS2 CMC2 CMSS1 CNIH4 COX5A CSE1L CSNK1G1 CSTB CTPS1 CTSV CYRIB DAP3 DBF4 DCUN1D5 DEK DESI2 DTL DTYMK EMC8 EXO1 EZH2 FAM3C FANCA FANCE FIRRM GARS1 GART GDI2 GGCT GINS3 GNB4 GPSM2 GTPBP4 H2AZ1 H2AZ2 HDAC2 HIKESHI HSPA14 IDH2 ILF2 KDELR2 KNSTRN KPNA2 LBR LGALS8 LRP8 MAD2L1 MAGOHB MARCO MCM2 MCM3 MND1 MRPL9 MSH2 MTFR2 MYBL2 NCAPG NCS1 NDC80 NDUFB5 NEK2 NFE2L3 NMI NUDT5 NUF2 PARP1 PBK PCNA PDCD10 PDCD5 PDSS1 PFDN2 PKMYT1 PLAAT1 PPIL1 PRC1 PRIM2 PROSER1 PRPF18 PSMA3 PSMB4 PTS PTTG1 PURB RACGAP1 RAD51 RAD51AP1 RAD54L RANBP1 RBM8A RDX RFC4 RIT1 RRAGD RRM2 S100A11 S100A9 SEM1 SLC25A5 SMAD2 SNRPD1 SNRPG SPAG5 SRPK1 STMN1 SUV39H2 TFRC TMEM14A TMSB10 TOP2A TP53BP2 TTK TYMS UBE2T UGGT1 UTP25 WDR26 BENPORATH_SOX2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_SOX2_TARGETS AAMDC AASDH ABCB7 ABCF2 ABHD11 ABLIM1 ABTB2 ACIN1 ACO2 ACOT8 ACOX1 ACTMAP ACTR1A ADAR ADD3 ADGRL1 AGO2 AJUBA AK3 AKIRIN1 AKIRIN2 AKT1S1 ALCAM ALDH7A1 ALPL AMOTL1 ANKHD1 ANKRD1 ANO8 ANP32A ANP32B AP2A1 AP3B1 AP5M1 APEX1 APH1A APP AQP2 ARF3 ARF4 ARFGEF1 ARHGAP1 ARHGAP11A ARID1B ARID4B ARID5B ARIH1 ARL4D ARMC6 ARRDC3 ATAD2 ATF3 ATF4 ATP5PB ATP6V1G1 AUH AVEN B3GALT4 B4GALT6 BAMBI BCAT1 BCKDHA BCL9 BCLAF1 BDH2 BMP2 BMP7 BTF3L4 BTG1 BUB1B BUB3 C12orf60 C14orf119 C1orf174 C1orf21 C1orf54 C20orf96 CA2 CA4 CABLES1 CACHD1 CACNA1A CACNA2D1 CALM2 CALR CAPRIN1 CAPZA2 CASP9 CAVIN3 CBX3 CBX5 CBY1 CCDC93 CCN1 CCN2 CCND1 CDC14B CDC42BPA CDC45 CDC7 CDH2 CDH3 CDK1 CDK12 CDK14 CDK16 CDK17 CDK6 CDYL CEP131 CEP41 CEP89 CEP95 CER1 CETN3 CFAP20 CFL1 CIAO2A CISD1 CLIC4 CLN3 CLP1 CNOT8 COA7 COL12A1 COMMD3 COMMD7 COPB1 COPS7A CPT1A CREB3L4 CRIM1 CRIPTO CSNK1E CTH CXCL5 CYB5R2 DARS2 DCAF11 DCAKD DDA1 DDX17 DDX21 DDX39A DDX5 DGLUCY DHDDS DHRS3 DHX38 DIAPH3 DIDO1 DKK1 DNAAF9 DNAJC16 DNAJC2 DNM2 DPAGT1 DPH6 DPP3 DPPA4 DPYSL2 DPYSL3 DSCC1 DTNA DUSP12 DUSP6 DVL2 E2F3 EAPP ECPAS EEF2 EGLN3 EGR3 EIF3F EIF4G2 ELAVL2 ELP6 EMC9 ENPP2 ENSA EOMES EPHA1 EPM2AIP1 ERBB2 ERRFI1 ETHE1 EXOC5 EXOSC5 EXOSC9 EXPH5 FAM124A FAM168A FAM76B FAM98A FANCC FANCF FARSA FAXDC2 FBXL14 FBXL19 FBXO11 FBXO16 FBXW11 FEM1A FEZ1 FGF2 FGFR1 FGFR2 FICD FIP1L1 FOXJ2 FOXN3 FOXO1 FOXP1 FRAT2 FTL FUS FXYD5 FZD1 FZD10 FZD2 FZD3 FZD7 G3BP1 GADD45G GBF1 GDAP1 GET3 GFOD3P GGA1 GGPS1 GJA1 GNA13 GNAI1 GNG10 GNPTAB GPC6 GRHL2 GRID2 GRK3 GRK6 GSK3A GSK3B GSPT2 GTPBP3 GUCD1 GXYLT1 H2AC18 H2AC25 H2AJ H2AX H2BC21 H3-3B H4C3 HAS2 HBP1 HDAC2 HDAC9 HDGFL2 HECTD2 HELLS HEPH HESX1 HEXIM2 HHEX HIF1AN HIKESHI HLTF HMBOX1 HMG20A HMOX1 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPK HNRNPL HNRNPUL1 HSD17B12 HSP90AB1 HSP90B1 HSPA13 HUWE1 ICMT ICMT-DT ID1 IDH3G IER5L IFI16 IGF2BP3 IGFBP2 IK ILF2 ILF3 ING4 INHBA INO80C INO80D IRX2 IWS1 JADE1 JARID2 JPT1 JUP KANK1 KAT6A KATNBL1 KCNMB4 KCNN2 KDM3A KDR KIAA0319L KIAA1143 KIF11 KIF15 KIF20B KIF26A KIF2C KIFBP KLF5 KLHL5 KNTC1 KPNA3 LAMA4 LAMTOR2 LARGE1 LARP7 LASP1 LEFTY1 LEFTY2 LHPP LINGO1 LOXL2 LRAT LRFN3 LRP2 LRRN1 LSG1 LSM3 LSM4 LYPD1 MAGED2 MAN2C1 MAP3K11 MAP3K12 MAPRE2 MAST1 MAT2B MCTS1 MDC1 MED12 MED17 MED25 MEX3C MINDY2 MKKS MLH1 MLLT10 MOBP MORF4L1 MORF4L2 MOSPD3 MPND MRPL15 MRPL43 MRPL47 MRPS11 MRPS18B MRPS23 MRPS27 MRPS31 MSC MSL3 MTF2 MTM1 MTSS1 MUS81 MYNN MYO9A NAA30 NAA38 NAALAD2 NANOG NAXD NBAS NBR1 NCBP1 NCDN NDUFA11 NDUFA2 NDUFB5 NDUFB8 NEBL NEDD4L NEMF NFE2L3 NIP7 NIT1 NKIRAS1 NKTR NME7 NMU NOC3L NOL6 NOTCH1 NSD3 NSUN3 NUCKS1 NUDT4 NUFIP2 NUP160 NUSAP1 OARD1 OAZ2 OBI1 OBSL1 ODF2L OGA OGT OIP5 OLFML3 ORC1 ORC6 OSBPL1A OSGEP OXA1L PAK1 PARG PAXBP1 PCBP1 PCF11 PCNX3 PCSK5 PDCL PDPN PER2 PGAP3 PGM2L1 PHAX PHF23 PHF8 PIF1 PIH1D1 PIK3R3 PIN4 PIP4P1 PIP5K1C PIPOX PITX2 PLEKHA3 PLEKHG3 PLIN2 PLPP1 PLPP5 PNISR PNMA1 PNP POLDIP3 POLE3 POLR3E POLR3G POU2F1 POU5F1 PPM1B PPM1N PPP1R10 PPP1R11 PPP1R15A PPP1R2 PPP2R1A PPP2R1B PPP2R3A PPP2R3C PPP2R5C PRCC PRDM14 PRDX1 PRKAR1A PRKRIP1 PRNP PRORP PRPF19 PRPF38A PRPSAP1 PRR11 PRSS8 PSEN2 PSMB1 PSMC2 PSMG2 PTN PTPN2 PTPN3 PUM1 PWP1 RAB15 RAB17 RAB25 RAB3GAP2 RAB4B RAB5A RAD23A RAD54B RANBP10 RASA1 RASGRF2 RASL11B RBBP9 RBM22 RBM23 RBM39 RBPMS RCOR3 RDH10 RDH11 RESF1 REST RETREG3 RFX1 RGS10 RIC8B RIF1 RIPK1 RMI1 RNF14 RNF24 RNF31 ROR1 RPL15 RPL30 RPL36A RPL7 RPL9 RPLP1 RPS18 RPS26 RPS29 RPS3A RRN3 RRS1 RSF1 RSRC2 RTN2 SALL1 SAP30 SASH1 SAT1 SAV1 SC5D SCAF1 SCAF4 SCG3 SCNM1 SCNN1A SDCCAG8 SDE2 SDHD SEMA6A SENP2 SEPTIN6 SERPINA1 SET SF3B5 SFPQ SFRP1 SFRP2 SFXN1 SGK3 SGMS1 SGTA SH3GL3 SINHCAF SKA2 SKIL SLC38A2 SLC39A1 SLC3A2 SLC44A1 SLC7A11 SLC7A5 SLC7A5P1 SLC7A5P2 SMAD3 SMARCAD1 SMG7 SMIM3 SNAPC1 SNAPC3 SNRPA SNRPD3 SNRPN SNX1 SORT1 SOX2 SP2 SPAG9 SPCS2 SPIRE1 SPRED1 SRSF4 SRSF7 SSBP3 SSR4 ST3GAL2 STAP2 STAT3 STC1 STXBP2 SUFU SUGP2 SULF1 SUSD6 TAF12 TAF15 TAL1 TALDO1 TARBP2 TBC1D10B TBC1D17 TBL1XR1 TBP TCAF1 TCF20 TCF7L1 TCF7L2 TDRP TEAD2 TGIF2 THBS2 THOP1 TIA1 TIAL1 TIMM23B TIMM8B TIMM9 TIMP4 TIPIN TJP3 TLE1 TLE2 TLE3 TMEM108 TMEM109 TMEM123 TMEM160 TMEM170A TMEM245 TMEM63A TMSB10 TNC TNFAIP2 TNRC6A TOP2A TPM3 TRA2A TRIM16 TRIM22 TRIM24 TRIML2 TRIR TRIT1 TRPC4AP TSC22D1 TSTD2 TTF2 TUBB TUBG1 TXNDC12 TXNRD1 UBALD2 UBC UBE2C UBE2D3 UBE2T UBE2W UBP1 UBQLN4 UBR1 UBR5 UFD1 UFM1 UGT8 UIMC1 UQCR10 URM1 USO1 USP25 USP44 USP49 USP7 VASH2 VASP VAT1 VCAN VCPKMT VIM VPS35 VPS52 VRTN VWA5A WBP11 WDFY2 WDR36 WDR77 WDR81 XAB2 XRRA1 YJU2 ZC4H2 ZCCHC14 ZCCHC3 ZCRB1 ZEB2 ZFP36L1 ZFYVE19 ZIC1 ZIC2 ZIC3 ZIK1 ZNF140 ZNF217 ZNF281 ZNF286A ZNF300 ZNF331 ZNF335 ZNF428 ZNF516 ZNF646 ZNF664 ZNF668 ZNF677 ZNF701 ZNF770 ZSCAN2 BENPORATH_SUZ12_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BENPORATH_SUZ12_TARGETS ABCC6 ABCC8 ABCG4 ABHD6 ABTB2 ACADL ACAN ACSS1 ADAM12 ADAMTS15 ADAMTS18 ADAMTS5 ADAMTSL3 ADAP2 ADARB2 ADCY4 ADCY8 ADCYAP1 ADGRA2 ADGRB2 ADGRL3 ADM ADRA1A ADRA2A ADRB1 ADRB3 AFF2 AJUBA AKR7A2 ALDH1L1 ALKAL1 ALOX15 ALOX5 ALOXE3 ALX1 ALX3 ALX4 AMER2 AMMECR1 AMN AMOT ANKRD11 ANKRD18A ANKRD18B ANKRD19P ANKRD20A1 ANKRD20A11P ANKRD20A2P ANKRD20A3P ANKRD20A5P ANKRD20A8P ANKRD27 ANOS1 ANXA2R ANXA2R-AS1 APBB1IP APCDD1L AQP5 ARHGAP20 ARHGAP6 ARHGEF7 ARL5C ARL9 ASCL1 ASCL2 ASCL4 ASIC2 ASTN1 ASTN2 ATF3 ATOH1 ATOH8 B4GALNT1 B4GALNT2 BARHL1 BARHL2 BARX1 BARX2 BATF3 BCL2 BHLHE22 BHLHE23 BHLHE41 BHMT BMI1 BMP3 BMP8A BMX BNC1 BRINP2 BRINP3 BTG2 C11orf87 C1orf115 C1orf122 C2CD4A CA10 CA3 CACNA1A CACNA1B CACNA1D CACNA1E CACNA1G CACNB4 CADM3 CALCA CAMK2N1 CASZ1 CAV2 CBLN1 CBLN4 CBR3 CBX8 CCBE1 CCDC140 CCNA1 CD34 CD38 CD44 CD70 CD8A CD99 CDC20B CDH11 CDH13 CDH23 CDH6 CDH7 CDK16 CDK5R2 CDKN2C CDX2 CDX4 CEBPD CELF3 CEMIP CFAP276 CFAP299 CFAP91 CFTR CGB7 CGB8 CH25H CHODL CHRD CHRDL2 CHRNA3 CHST8 CIDEA CITED1 CLCN5 CLEC14A CLEC4G CLIC6 CLSTN2 CLTRN CMTM2 CNNM1 CNRIP1 CNTFR COCH COL24A1 COL25A1 COL27A1 COL2A1 COL4A5 COL4A6 COL9A2 COLEC12 COLGALT2 COMMD3 COMP CORO6 CRABP1 CRACDL CRHBP CRHR1 CRIP1 CRLF1 CRMP1 CRTAC1 CRYBA2 CSF1 CSMD1 CSMD3 CTNND2 CTPS2 CUZD1 CWH43 CXCL1 CXCL14 CXCL16 CYFIP1 CYP1B1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2J2 CYP4X1 DACH1 DACH2 DBX2 DCC DCHS2 DCLK2 DDAH1 DGCR6 DGKG DGKI DHH DIO3 DKK1 DKK2 DLC1 DLL4 DLX1 DLX2 DLX3 DLX4 DMRT1 DMRT2 DMRT3 DNAJC22 DNER DNM1P46 DOK6 DPF3 DPP6 DPPA3P1 DPY19L2 DPY19L2P2 DPYSL5 DRD5 DSC3 DSCAML1 DUOX1 DUOX2 DUOXA1 DUOXA2 DUSP4 DUSP6 E2F4 EBF3 ECEL1 EDN3 EFNA1 EFNA3 EFNB1 EGFL6 EGFLAM EGR2 EGR3 EGR4 EIF4E3 ELAPOR1 ELAVL3 ELF4 ELMOD1 EML5 EMX1 EMX2 EN1 EN2 ENSG00000255537 EOMES EPAS1 EPB41L4A EPB41L4A-DT EPHA10 EPHA4 EPHA5 EPHB1 EPHB3 EPS8 ERBB4 ERG ERICH5 ESAM ESPN ESX1 ESYT3 ETFA EVA1C EYA2 F2R FAM163A FAM24B FAM43B FAM81A FAM89A FBLN7 FBN1 FBN2 FBP1 FBXL8 FBXO3 FBXO39 FEV FEZ1 FEZF2 FFAR4 FGF13 FGF20 FGF3 FGF5 FGF9 FIGLA FLI1 FLRT2 FLT3 FOXA1 FOXA2 FOXB1 FOXD2 FOXD3 FOXD4L1 FOXD4L3 FOXD4L4 FOXE1 FOXE3 FOXF1 FOXG1 FOXJ1 FOXL1 FOXL2 FOXO4 FRMD3 FRMPD1 FRMPD4 FUT4 FZD10 FZD2 GABBR2 GABRA2 GABRA4 GAD2 GADD45G GALNT18 GALR2 GAS7 GATA2 GATA3 GATA3-AS1 GATA4 GATA5 GATA6 GATM GBX2 GDA GDF6 GDF7 GDNF GFI1 GFRA1 GFRA2 GGN GHR GHSR GIMAP5 GIPC2 GJB2 GJD2 GNA14 GNAS GNG12 GPAT3 GPC3 GPC4 GPC5 GPM6B GPR101 GPR12 GPR137B GPR158 GPR27 GPR50 GPR83 GPR88 GREB1L GRIA2 GRID1 GRIK1 GRIK3 GRIN2B GRIN2D GRIN3A GRK3 GRM7 GSC GSC2 GSTM3 GSX1 GSX2 GUCY1A1 GUCY1A2 GUCY2D HAND2 HAP1 HBA1 HBA2 HCN4 HES2 HES7 HEY1 HHAT HHEX HHIP HLF HLX HMX2 HMX3 HNF1B HOPX HOXB1 HOXB13 HOXB2 HOXB3 HOXB6 HOXB7 HOXB8 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC6 HOXC8 HOXC9 HOXD1 HOXD11 HOXD12 HOXD13 HOXD3 HOXD4 HOXD8 HOXD9 HPCAL1 HPCAL4 HPSE2 HRK HS3ST2 HS3ST3B1 HS3ST4 HS6ST1P1 HS6ST3 HSF4 HSPA4L HSPA6 HTR1A HTR2C HTR6 HTR7 HTRA1 HTRA4 ICAM4 ICAM5 IER5L IGF2 IGF2-AS IGFBP5 IGSF21 IHH IKZF3 IL15RA IL17RA IL1RAPL1 IL1RAPL2 IL7 ILDR2 IMPDH1 INA INSM1 INSM2 INSRR IRS4 IRX1 IRX2-DT IRX3 IRX4 IRX5 ISL1 ISL2 ISM2 ITGA11 ITGA4 ITPKA ITPKB JUN KAZALD1 KCNA1 KCNA3 KCNA5 KCNAB1 KCNC2 KCNC4 KCND3 KCNH1 KCNH3 KCNIP4 KCNJ2 KCNJ3 KCNJ5 KCNJ6 KCNK12 KCNK13 KCNK2 KCNK4 KCNMA1 KCNQ3 KCNV1 KCTD3 KIRREL3 KL KLF14 KLF4 KLHDC1 KLHL35 KY LAMA3 LAMP5 LAYN LBH LBX1 LCORL LEF1 LETM2 LGALS3 LGI3 LGR5 LHX2 LHX4 LHX5 LHX6 LHX8 LINC01138 LINC01597 LINC02875 LIPG LMX1B LONRF3 LOX LPL LRATD1 LRCH2 LRFN5 LRP2 LRRC3B LRRC71 LRRC8C LRRTM1 LTBP2 LTK LYPD1 LYSMD2 MAB21L1 MAB21L2 MAF MAFB MAL MAP6 MAP7D2 MAPK11 MAPK4 MAPK8IP2 MAPT MCOLN3 MECOM MEGF11 MESP1 METRNL MFSD4A MGARP MGAT5B MGLL MID1 MIR137HG MKX MLLT3 MLNR MNX1 MSC MSX1 MT1A MT1B MT1DP MT1H MT1JP MT1M MT1P3 MT1X MTM1 MYF6 MYO5B MYOD1 NAGS NAV2 NBL1 NBPF11 NBPF3 NCAM1 NDNF NDP NDRG1 NDUFA4L2 NEFH NEFL NEFM NELL1 NEUROD1 NEUROD2 NEUROG1 NEUROG2 NEUROG3 NEXMIF NFIA NFIC NFIX NGB NGF NGFR NHS NIBAN1 NID2 NIN NKD1 NKX2-1 NKX2-2 NKX2-3 NKX2-8 NKX3-1 NKX3-2 NKX6-1 NKX6-2 NOG NOL4 NOS1 NOTCH2 NOTCH2NLA NOXO1 NPAS1 NPAS2 NPAS4 NPHS2 NPNT NPR3 NPTX1 NPY1R NPY5R NR0B1 NR2F2 NR4A3 NRCAM NRG1 NRG2 NRK NRP1 NT5C1A NTN1 NTNG2 NTRK1 NTRK2 NTRK3 OAF OCA2 OLFML2B OLIG1 OLIG2 ONECUT1 ONECUT2 OPRD1 OPRK1 OSR1 OSR2 OTOP1 OTOP2 OTOP3 OTP OTX1 OTX2 OVOL1 OXCT2 PABPC1L2A PAPPA PAQR5 PARD3 PARM1 PAX1 PAX2 PAX3 PAX5 PAX6 PAX7 PAX8 PAX9 PCDH11X PCDH11Y PCDH17 PCDH8 PCSK1N PCSK9 PDE4DIP PDE8B PDGFRA PDX1 PDZD2 PENK PGM5 PGR PHLDB1 PHOX2A PHOX2B PHYHIPL PIGV PIGZ PIP5K1B PIR PITX1 PITX2 PITX3 PKNOX2 PKP1 PLCB1 PLEC PLPPR1 PLPPR4 PLS3 PLXNA2 PMP22 PODN POLE POMC POU3F1 POU3F4 POU4F1 POU4F2 POU4F3 PPM1E PPP1R13B PRAC1 PRDM12 PRICKLE1 PRKCE PRKCH PRKG1 PRLHR PRMT8 PROK2 PTCHD1 PTF1A PTGDR PTGER2 PTGER3 PTGER4 PTGFR PTGR3 PTH2 PTHLH PTPRT PTPRU PXMP2 PYCARD PYY QRFPR RAB31 RAB33A RAB40B RAB6C RAB9B RAI2 RAPGEF4 RARRES1 RASEF RASGRF1 RASGRF2 RASGRP1 RASL10A RASSF5 RAX RBBP7 RBP4 RBP7 RCSD1 RDH10 REPS2 RFTN1 RGCC RGS10 RGS20 RGS9BP RHOB RIMBP3 RIMBP3B RIMBP3C RIMKLA RIN3 RIPK3 RIPK4 RIPOR1 RNF121 RNF128 ROBO3 RORB RPRML RPS6KA6 RSPO1 RSPO2 RTL4 RTN4RL2 RXRG RYR3 SATB2-AS1 SCARF2 SCD5 SCN4B SCNN1G SCP2 SCTR SDC2 SDR16C5 SECTM1 SEMA4F SEMA6D SERTM1 SETD7 SFRP1 SFRP5 SFT2D2 SGPP2 SHC4 SHH SHISA2 SHISA6 SHISAL2A SHOX SHOX2 SIAH3 SIDT1 SIM2 SIX1 SIX2 SIX3 SIX5 SIX6 SLC10A4 SLC12A5 SLC18A3 SLC1A2 SLC1A4 SLC24A4 SLC26A4 SLC27A2 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC32A1 SLC35F3 SLC40A1 SLC46A2 SLC5A5 SLC66A1 SLC6A1 SLC6A11 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC8A3 SLC9A2 SLC9A3 SLCO2A1 SLCO4A1 SLCO5A1 SLFN11 SLIT1 SLIT2 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SMAD6 SMIM14 SNX7 SORCS1 SORCS3 SOX1 SOX10 SOX14 SOX17 SOX21 SOX3 SOX7 SOX9 SPAG6 SPATA18 SPOCK2 SPOCK3 SPON1 SPON2 SPTB SQOR SRD5A2 SRPX2 SSTR1 SSTR2 ST3GAL1 ST3GAL6 ST8SIA1 ST8SIA2 ST8SIA4 STK32B STMN2 STXBP6 SUSD4 SV2B SYT10 SYT12 SYT6 SYTL4 TACR1 TACSTD2 TAFA4 TAL1 TBC1D1 TBL1X TBR1 TBX1 TBX2 TBX21 TBX22 TBX3 TBX5 TCEA3 TCEAL1 TCEAL2 TCEAL3 TCEAL6 TENT5C TET2 TFAP2C TFAP2E THBD THSD1 TLL1 TLL2 TLX1 TLX2 TMEFF2 TMEM132E TMEM132E-DT TMEM163 TMEM164 TMEM255A TMEM26 TMEM30B TMEM54 TMEM59L TMEM88 TMOD2 TMSB15B TNFRSF11A TNFRSF1B TNFRSF9 TOX2 TP73 TPPP3 TRADD TRH TRHDE TRHDE-AS1 TRIM36 TRIM67 TRIM9 TRPA1 TRPC5 TRPC6 TSC22D3 TSLP TSPAN6 TTYH1 TUBA4A TUBA4B TUBA8 UCN UCP1 UNC5B UNC5C UPB1 USH1G USP3 VASH1 VAX1 VAX2 VDR VIPR2 VSIG2 VSX1 VSX2 VWA3B WLS WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT3 WNT3A WNT6 WNT7A WRAP73 WT1 WT1-AS XYLT1 YRDC ZAR1 ZBTB16 ZCCHC12 ZEB2 ZFHX3 ZFYVE28 ZIC1 ZIC4 ZMYND11 ZMYND15 ZNF287 ZNF365 ZNF436 ZNF436-AS1 ZNF503 ZNF703 ZNF711 BERENJENO_ROCK_SIGNALING_NOT_VIA_RHOA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_ROCK_SIGNALING_NOT_VIA_RHOA_DN ABRACL ACTA2 ACTC1 AMOTL2 ATXN2 BOD1L1 COL4A1 COL4A2 COL5A2 CSF1 DOCK5 EGR1 EXT1 F3 FASN FERMT2 HSPA5 IER2 IGF1R JADE1 KAT2B KLF5 KLF6 LPP LUC7L3 MYH9 MYL12B NR2F2 NRP1 PAWR PDLIM7 PPP1CB PRSS23 QKI ROCK1 SC5D SF3B1 SH3GLB1 SPARC SSB TPM1 UGCG VCAM1 VCL WSB1 WSB2 WWC2 XBP1 BERENJENO_ROCK_SIGNALING_NOT_VIA_RHOA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_ROCK_SIGNALING_NOT_VIA_RHOA_UP ACAA2 ALDH2 ANXA8L1 ATF3 CA6 CCK CD34 CDSN CP EPHX1 GAST GPR137B GTF3C5 HLA-E ITGB7 NDRG1 NQO1 PRR13 PRRX1 PTGES PTGFR PTGR1 RBP1 RND2 SEC61A1 TNXB TRIB3 TSPO TWIST2 BERENJENO_TRANSFORMED_BY_RHOA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_DN ABLIM1 ACADM ACTB ADAM23 AEBP1 AGTR2 AKAP12 ALDH1A1 AMOT ANK3 ANXA4 ANXA6 AOC3 AP3S1 APLP2 ARF5 ARFGAP3 ARHGEF25 ARSA ASCC1 ATF5 ATG12 ATN1 ATP6V0A1 ATP6V0D1 ATP6V1A ATRAID BHLHE40 BPHL BRI3 C1R CACNA1A CACNA1G CALML4 CAPN6 CASK CASP9 CAV1 CCDC80 CCDC90B CCNG2 CD24 CD276 CD47 CDK14 CDO1 CELF2 CLK1 CLN6 CLTA CNN3 CNPY2 COL1A1 COL1A2 COL4A5 COL5A1 COL6A2 COL6A3 COPZ2 COQ9 CPQ CPT1A CRYBG1 CSRP1 CSRP2 CSTF2T CTDSP2 CTNND1 CTSA CX3CL1 CXCL12 CXXC5 CYB5A CYP1B1 CYP4V2 CYP51A1 DAP DCAF8 DCN DCTN2 DDIT3 DECR1 DHCR7 DHRS7 DKK3 DLK1 DNAJB2 DNM1 DPP7 DTD1 EBF1 EBF3 ECH1 EID1 EIF2AK3 ELAVL2 EMB EN1 ENAH EPRS1 ERGIC3 F2R FAM8A1 FGFR1 FGFR2 FIBP FKBP10 FKBP7 FKBP9 FN1 FOXF1 FSCN1 FZD1 GAA GABARAP GALK2 GAMT GAS1 GAS2 GAS6 GBA1 GGA2 GHR GLMP GLOD4 GNAI2 GNPDA1 GNS GPC4 GRB10 GRINA GRN GSN GSTM1 GSTM3 GSTZ1 H3-3A HCFC1R1 HEBP1 HES6 HLA-E HMGCS1 HSD17B11 HSPA2 ID2 ID3 ID4 IDH1 IFI27 IFITM3 IFT25 IFT70B IFT81 IGSF10 IL11RA IL17RA IL6ST ISLR ITM2B ITM2C ITPR2 JUND KAZALD1 KDELR3 KIFAP3 KLF9 KMT2E LAMA2 LAMA4 LAMB2 LAMP2 LAMTOR2 LAPTM4A LGALS9 LIMA1 LIPA LMO7 LOX LPAR1 LPIN1 LRBA LRP6 LSS LTBP4 LUM LXN LYRM2 MAB21L2 MAGED1 MAGED2 MAN2A1 MAOA MAP1LC3A MAP1LC3B2 MAPRE3 MARCKS MATN2 MCEE MEG3 MEIS1 MEIS3 MGP MGST3 MIEN1 MKRN1 MMP14 MNAT1 MNT MPC2 MRC2 MROH1 MRTFA MT1A MT2A MTARC2 MTSS2 MVD MXD4 MYL12B MYO10 MYO1D MYORG NAALAD2 NAB2 NACC2 NAGA NAGK NAXE NDFIP1 NDRG3 NDUFA6 NDUFV3 NFIB NFIX NME3 NNMT NPC2 NPR3 NRBP2 NTPCR NUCB2 NYNRIN OGA OGN OSBPL1A OSMR OXCT1 P2RX4 PCK2 PCOLCE PDCD4 PDGFRA PDGFRB PDK4 PER1 PHYH PIAS3 PIK3R1 PKD2 PLA2G7 PLAT PLCD1 PLD3 PLPP3 PLTP PMP22 PNP POSTN POU6F1 PPP3CA PRNP PRRX2 PRXL2A PSAP PTEN PTOV1 PTPN13 PTPRCAP PTPRM PTS PTX3 PYGB RAB11A RAB24 RAB3D RAB5B RAB9A RABAC1 RALGDS RARA RASA4 RBMS2 RCN1 RECK RIN2 RNASE4 RPL22 RRAGC RRAS RSRP1 RTRAF S100A13 SARDH SCD SCP2 SDHC SEC22B SEC23A SEC31A SEL1L SEMA3F SERPINB9 SERPINE2 SESN1 SFRP2 SGCB SHC1 SIRT2 SIX1 SIX4 SLC12A2 SLC1A5 SLC25A17 SLC38A2 SLC44A2 SMAD6 SMARCA2 SMIM14 SMOC2 SNAI2 SNAPIN SND1 SPARCL1 SPTAN1 SPTBN1 SQSTM1 SSBP2 SSBP4 SSPN ST13 ST3GAL2 ST3GAL5 STAT3 STMP1 STX4 STX5 SYNPO TAPBP TBL1XR1 TBX15 TCEA3 TCF4 TCF7L1 THBS2 THRA TIMP3 TLE5 TLR6 TM7SF3 TMED3 TMEM150A TMEM205 TMEM45A TMEM59 TNFRSF11B TOM1 TONSL TP53INP2 TPP1 TRAFD1 TRAPPC12 TRIO TSPYL4 TTC3 TWIST1 TXNDC16 TXNIP UBE2H UBE2M UGT1A10 USE1 USP22 VDR VEGFB VEGFD VKORC1 VPS41 WASHC2A WASHC3 WDR6 WLS XDH XPA YPEL3 ZFP90 ZHX1 ZNF32 ZSCAN21 BERENJENO_TRANSFORMED_BY_RHOA_FOREVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_FOREVER_DN AKAP12 AMOT ANKRD1 ANXA3 BNC1 CAVIN2 CCDC80 CHD1 CXCL3 ECT2 EPHA2 EREG F2R FLNB GJA1 HASPIN HBEGF HSPH1 IER3 LRRFIP1 MGP MTMR10 NOP58 NPNT PHLDA1 PLAUR POSTN PTGS2 TNK2 TOM1L1 BERENJENO_TRANSFORMED_BY_RHOA_FOREVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_FOREVER_UP ALDH1A1 AQP1 CDO1 DCN DDIT3 DHRS7 GADD45A GBE1 HSD17B11 IL11RA LXN MT1A NGEF NR1D2 PDGFRA PMP22 PRRX2 TIMP3 TMEM176A TMEM176B BERENJENO_TRANSFORMED_BY_RHOA_REVERSIBLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_REVERSIBLY_DN ACTA1 ACTG2 ACTN4 ADM AK4 ALCAM CBX1 CCN1 CCN2 CINP DUSP6 ERRFI1 FEZ2 FHL1 IGF2 INHBA IRGM LATS2 LY75 MYC PBX3 PHLDB2 PTGER4 SERPINE1 SORBS1 TAGLN THBS1 THY1 TMSB4X TNC BERENJENO_TRANSFORMED_BY_RHOA_REVERSIBLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_REVERSIBLY_UP DAP DNM1 MGST3 MT2A PIK3R1 SQSTM1 TNFRSF1B UGT1A10 BERENJENO_TRANSFORMED_BY_RHOA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERENJENO_TRANSFORMED_BY_RHOA_UP ABCE1 ABCF2 ACKR3 ACOT7 ACOT9 ACSL5 ACTA1 ACTG2 ACTL6A ACTN1 ACTN4 ADAM12 ADM ADORA2B AHCY AIMP2 AK4 ALCAM ALYREF ANAPC15 ANKRD1 ANLN ANXA3 AQP1 ARL14EP ARL4C ASF1B ASPM ATAT1 ATP1B3 AURKA AURKB BANF1 BAX BCAT1 BDNF BIRC5 BNC1 BOLA2 BOP1 BPGM BRCA1 BTG3 BUB1 BUB3 BYSL C4orf3 C9orf40 CACYBP CAPG CASP3 CASP8AP2 CAVIN2 CBX1 CBX5 CCL7 CCN1 CCN2 CCNA2 CCNB1 CCND1 CCNF CCNG1 CCT3 CCT7 CD151 CD44 CD93 CDC20 CDC25C CDC34 CDC45 CDC6 CDC7 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDK1 CDK8 CDKN1A CDR2 CENPA CENPV CFL2 CHAF1B CHD1 CHEK1 CHRNB1 CIB1 CINP CIP2A CISD1 CKAP2 CKS1B CKS2 CLCN3 CMTR2 COL8A1 COQ7 CORO1C COX17 CSE1L CSNK2A2 CSTF2 CTPS1 CXCL3 CXCL6 CYCS CYTIP DCK DCTPP1 DDX18 DDX21 DEK DHFR DHRS7B DIAPH1 DIAPH3 DIPK2A DLGAP5 DNA2 DNAJC2 DNAJC21 DNAJC9 DNMT1 DNPH1 DPYSL3 DTL DTYMK DUSP1 DUSP6 DUSP9 E2F1 E2F8 EBNA1BP2 ECT2 EED EFNB2 EI24 EIF2B2 EIF2S1 EIF3B EIF3J EIF6 ELL2 EMG1 EPHA2 EREG ERRFI1 ESD ESF1 ETF1 EXO1 EZH2 EZR FAM110A FAM136A FAM162A FAM171A1 FBL FEN1 FEZ2 FHL1 FIGNL1 FKBP2 FKBP4 FLNB FOSL1 FOXC2 FOXM1 FRAT2 FTSJ3 G6PD GADD45A GAPDH GAR1 GART GBE1 GCLM GDNF GET3 GGCT GJA1 GK GMNN GPC1 GPD2 GPN1 GREM2 GRK6 GRPEL2 GRWD1 GSDME GSR GSTO1 GTSE1 H2AC8 H2AZ1 HARS1 HAS2 HASPIN HAT1 HAUS3 HAUS6 HBEGF HELLS HIGD1A HIVEP2 HK2 HLA-B HMGA2 HMGB2 HMGB3 HMGN5 HPF1 HPRT1 HSP90AA1 HSPA14 HSPA4 HSPA4L HSPD1 HSPH1 HTRA1 IER3 IFIT2 IFRD1 IFRD2 IGF2 IGFBP6 IL1RL1 INCENP INHBA IPO11 IPO5 IPO7 IQGAP3 IRGM ITGA6 IVNS1ABP JUN KCNK2 KIF11 KIF20A KIF22 KIF23 KIF2C KIF4A KIFC1 KLF4 KPNA2 KPNB1 LAMC2 LATS2 LBHD1 LBR LDHA LIG1 LIN7C LIN9 LRRC59 LRRC8C LRRFIP1 LSM2 LSM3 LSM4 LSM8 LY75 MACROH2A1 MAD2L1 MAK16 MAPK6 MCM10 MCM2 MCM3 MCM4 MCM5 MCM7 MDM2 MIS18BP1 MKI67 MRPL12 MRPL16 MRPL18 MRPL34 MRPS10 MRPS22 MRPS25 MRTO4 MSH2 MSLN MSN MTHFD2 MTMR10 MYBL2 MYC MYCN NAA15 NASP NCBP1 NDE1 NDUFAF4 NECTIN2 NEDD4L NEK2 NET1 NFKBIA NFKBIZ NGEF NGF NHP2 NID1 NME1 NMT1 NOP16 NOP2 NOP58 NPM1 NPNT NPPB NR1D2 NR4A1 NSMCE4A NSUN2 NUBP1 NUDCD2 NUP107 NUP50 NUP54 NUP62 NUP85 NUP93 NUSAP1 NXT1 ODC1 ORC1 ORC6 OTUD4 PA2G4 PBX3 PCID2 PCLAF PCNA PDLIM1 PFDN6 PFKL PGAM1 PGK1 PHC2 PHF5A PHLDA1 PHLDB2 PHTF2 PIGA PIMREG PKIA PKP4 PLA2G4A PLAUR PLEKHA1 PLK2 PLK4 PLSCR1 PMF1 PNO1 PNPT1 POLA1 POLA2 POLD1 POLE2 POLR1E POLR2E POLR3K PON2 PPA1 PPID PPP1R14B PPRC1 PRC1 PRDX6 PRIM1 PRIM2 PROCR PSAT1 PSMA1 PSMA7 PSMB3 PSMB5 PSMC2 PSMD11 PSMD13 PTCD3 PTGER4 PTGES3 PTGS2 PTPRE PTTG1 PUM3 PVR RABGGTB RACGAP1 RAD51 RAD51AP1 RAET1L RAN RANBP1 RANGAP1 RARS1 RBL1 RBM14 RBM38 RBMXL1 RCC1 RCL1 RETREG1 RFC3 RFC4 RFC5 RFLNB RNASEH2A RNASEH2C RNPS1 RPA1 RPF2 RPL32 RPP30 RPRD1B RRM1 RRN3 RRP12 RRS1 RSL1D1 RUNX1 RUVBL2 SAA3P SAE1 SAP30 SCHIP1 SEPHS2 SERPINE1 SF3A3 SF3B5 SHMT1 SINHCAF SLBP SLC11A2 SLC2A1 SLC30A4 SLC35D1 SLC35E4 SLC4A4 SLC66A3 SLCO3A1 SLK SMC2 SMC4 SMOC1 SNRNP40 SNRPA1 SNRPD1 SNRPD2 SNRPD3 SOD2 SORBS1 SPDL1 SPECC1 SPP1 SQOR SRM SRSF1 SS18 SSRP1 STIP1 STMN1 SUZ12 TACC3 TAF1D TAGLN TAGLN2 TALDO1 TAMM41 TARDBP TBL3 TCERG1 TCF19 TDP2 TES TFDP1 TFRC TGIF1 THBD THBS1 THY1 TIMELESS TIMM23 TIMM8A TIMP1 TIPIN TK1 TMEM176A TMEM176B TMEM97 TMPO TMSB4X TNC TNFAIP3 TNK2 TNNT2 TOM1L1 TOMM40 TOMM70 TOP2A TOPBP1 TP53 TPGS2 TPI1 TRAF3 TRIM59 TRIP13 TSR1 TTC27 TTK TUBB6 TUBG1 TXN TXNRD1 TYMS TYRO3 UBA2 UBE2T UCHL5 UCK2 UHRF1 USP1 USP10 USP14 UTP18 UTP4 VARS1 VEGFA VRK1 WDHD1 WDR43 XPO1 YBX3 ZFAND2A ZFPM2 ZFTRAF1 ZNRF2 BERGER_MBD2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERGER_MBD2_TARGETS CEL CELA2A PRSS2 RNASE1 TFF2 BERNARD_PPAPDC1B_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERNARD_PPAPDC1B_TARGETS_DN ACOT6 ADD3 AP3M2 ARHGAP45 CALM1 CISH DPY19L3 FAM66D FAR2 FBXO32 FGFR2 GATAD2A GLDC GPR153 GSTM4 HDAC4 HIP1 HSD17B1-AS1 IFT122 IGFBP5 IL6ST ITGAL KCNK5 KIF5C MACC1 MAPKAPK3 MT1X MXI1 NAV1 NSD3 NSF PLCE1 PLPP5 PPARA PRLR PROSER2 PRR7 PTPRG RAP1GAP RARA RCAN1 RHOF SCAMP1 SEL1L3 SERPINA1 SH3BGRL2 SH3BP2 SPRED2 STC1 STC2 SUSD4 SYT13 SYT15B TBC1D2 TFF3 THBS1 TMCC1 ZMIZ1 ZNF703 BERNARD_PPAPDC1B_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERNARD_PPAPDC1B_TARGETS_UP AGPAT3 ANKRD44 ANP32A ARPC3 BLOC1S6 CCDC90B CCSER2 CNOT2 COX7B COX7C DENND1B DUSP22 ENSA FRMD4A GPATCH2 GPS1 H1-2 KLHL2 KLHL41 KYNU LZIC MYO7A NPEPPS PENK RABL6 RSL24D1 SCFD1 SMPD1 SNX13 SYNJ2BP TRRAP TULP3 U2SURP VPS53 WBP4 ZBTB38 ZMAT3 BERTUCCI_INVASIVE_CARCINOMA_DUCTAL_VS_LOBULAR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERTUCCI_INVASIVE_CARCINOMA_DUCTAL_VS_LOBULAR_DN ABCA6 ADAM11 ADCY2 ADIPOQ ALDH1A1 ALDH1L1 CAV1 CCDC82 CD34 CIDEC DPT ELN EMCN ERG F2R FABP4 FOXN3 GDPD2 IGF1 MARCHF7 MFAP4 MMP3 MRGPRF NECAB1 NGFR OMD PDK4 PECAM1 PIK3CD POU2F2 RBP4 RCSD1 RPL31 RPL34 SELENOP SFRP1 SPARCL1 SYNE3 TEK TF TGFBR2 TNFRSF1B TNXB TUBB6 TXNIP VWF BERTUCCI_INVASIVE_CARCINOMA_DUCTAL_VS_LOBULAR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERTUCCI_INVASIVE_CARCINOMA_DUCTAL_VS_LOBULAR_UP CDH1 DHCR7 DOCK3 ERBB2 FAAP20 FKBP4 GRB7 HELZ HSPA8 JAK2 MIEN1 MMP24 MYBPC2 NRGN RPIA SCARB1 SLF1 STUB1 TFAP2A TLCD5 UBE2L3 UST VPS37C YWHAB BERTUCCI_MEDULLARY_VS_DUCTAL_BREAST_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERTUCCI_MEDULLARY_VS_DUCTAL_BREAST_CANCER_DN ACSL3 ACTA2 ACTG2 ACTN1 ACVR1 ADAM12 ADAMTS12 AGPAT2 AHNAK ANO1 AOC3 AOPEP APBA1 AQP1 ATL1 ATP13A4 BGN BOC C1orf116 CACHD1 CADM1 CALD1 CAPN2 CAPN5 CARD19 CARMN CAV1 CAVIN1 CBR3-AS1 CCDC15 CD81 CEP41 CHMP3 CNIH3 CNN2 CNPY4 COL8A1 COPS8 COPZ2 CTNND2 CX3CR1 DAAM1 DACT3 DDAH1 DDR2 DIPK1B DLC1 DNAAF9 EDN2 EDNRA EFNA3 EFR3B ELAPOR2 EMC3 ENDOD1 ENPP1 EPHA3 ERBB4 EXTL2 FAM210B FAP FBXO32 FBXW2 FERMT2 FHL1 FKBP9 FLNA FLNC FSTL1 GPC1 GSTA1 GTF2I GUCY1A2 H19 H2AC6 H2AC8 H4C12 H4C8 HSPG2 IRAG1 ITGB5 KANK2 KATNAL1 KCNMB1 KCTD1 KIDINS220 KLHDC10 LAMA2 LGALSL LGR6 LIMS2 LIN28A LINC03072 LMCD1 LSP1P5 MAGI3 MAPK7 MBOAT2 MDFI MMGT1 MPRIP MSRB3 MTSS1 MXRA7 MXRA8 MYH10 MYH9 MYL9 MYLK NAV3 NCOA1 NDUFV1 NME7 NORAD NOSTRIN NPR2 NPR3 OBSL1 PALM2AKAP2 PARVA PCDH18 PDE5A PDGFD PERP PICALM PLSCR3 PPP1R1B PRICKLE1 PTPN14 PTPN21 PTPRZ1 RABGAP1 RCAN1 RFLNB RGS4 RGS5 RIT1 RTN4 RUNX1 SAV1 SEMA5A SH3PXD2A SLC4A3 SLIT3 SLX4IP SMIM10L2A SMTN SNAI2 SNHG14 SNRPN SNX21 SORT1 SPEG SPOCK1 SPRED2 SRPX2 STARD13 TAGLN TGFB1I1 THBS4 TIMP3 TLN2 TMEM134 TMEM192 TMEM61 TOP6BL TPM2 TTC28 TTC3 TUBG2 UACA VPS37D VSNL1 ZBTB43 ZCCHC24 ZFYVE1 ZNF20 ZNF385D ZNF426 ZNF727 BERTUCCI_MEDULLARY_VS_DUCTAL_BREAST_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BERTUCCI_MEDULLARY_VS_DUCTAL_BREAST_CANCER_UP ABCA3 ABCC4 ACSL5 ADAM8 ADORA2A AFG2B AGMAT AIFM2 AIM2 ANKRD22 ANXA7 APOE ASPHD2 ATP8A1 ATXN7 BHLHA15 BIRC3 BMAL2 BTN3A1 BTN3A3 BUB3 C12orf4 C1RL C1RL-AS1 C1S C1orf174 C2CD2 C9orf72 CALHM6 CASP10 CASS4 CBS CCDC69 CCDC88C CD274 CD38 CDCA3 CDCP1 CEBPD CENPA CEP55 CGAS CHCHD1 CLEC2D CLEC7A CTSS CUL2 CYBA DAZAP1 DDX50 DESI1 DHX34 DNAJC9 DRAM1 DTX3L E2F5 EEF1AKMT4 ELL EME2 EMG1 EPB41 ERAP1 ERO1B ETV6 ETV7 FAM53B FBL FBRSL1 FOXJ2 FOXM1 GABBR1 GABPB1 GALM GBP4 GBP5 GLRX GRK3 GRWD1 GTSE1 GYG1 GZMA HCP5 HEATR1 HERPUD1 HLA-DOB HSH2D HSPA4 ICAM1 IFI30 IGLC2 IL12RB1 IL15 IL15RA IL27RA IL32 INTS13 IQCG IRF1 ISCU ITGB7 KBTBD8 KLRC1 LAG3 LAP3 LARS1 LINC00869 M6PR MAGOHB MAP2K1 MCM10 MCMBP ME2 MICB MINPP1 MIR155HG MKI67 MRTO4 MYNN NBN NCF1 NFE2L3 NFKB2 NFKBIE NME3 NOC3L NOP16 NOP2 NR1H3 NSMCE4A NUP93 PARP8 PARVB PCOLCE2 PCSK6 PHB2 PHF19 PIM2 PLCL2 PLGRKT PNKD POGLUT1 PPA1 PPIF PPP1R15B PQBP1 PRR13 PSAP PSMA5 PSMB10 PSMB2 PSMB8 PSMB9 PSMG4 PTPN6 PUS1 RAP2B RARS1 RASGEF1A RCL1 RELB RFX5 RGS1 RILPL2 RIMKLB RNF207 RPS21 SCML1 SEC23IP SGPL1 SIAH2 SKAP1 SLC2A6 SLC4A1AP SLC7A1 SNHG12 SNHG26 SOCS3 SOD2 SRGN STAMBPL1 STAT1 STYK1 TAGAP TAP1 TAPBPL TCOF1 TEAD4 TIAL1 TLR2 TMX2 TNFAIP2 TNFRSF14 TNFRSF1B TRABD TRAF3 TRAFD1 TREX1 TYMP TYSND1 VCAM1 WARS1 XPNPEP1 YBX3 ZCCHC9 ZFP42 ZMIZ2 ZNF512B BHATI_G2M_ARREST_BY_2METHOXYESTRADIOL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHATI_G2M_ARREST_BY_2METHOXYESTRADIOL_DN AARS1 ABHD14B AIG1 AK7 AMPD3 ARHGAP24 ARHGAP9 ATF4 B3GALT6 BAG1 BFSP1 BOLA1 C1orf54 C5 CAST CBS CCL20 CCNB1IP1 CD3G CEBPG CEP104 CIRBP CLIC6 CRTAP CSNK2A2 CTH DCN DENND2D DET1 DNASE2 EEF2 EEF2KMT EIF2S3 ELAC1 EPRS1 FANCF FGB GARS1 GCHFR GDF3 GFI1 GPT2 HCAR1 HELQ HERPUD1 HLA-E IFRD1 IGBP1 IGDCC3 IL1A JRKL KRCC1 LAPTM5 LARP6 LCK LENG1 MACROD1 METTL9 MID1IP1 MLANA MPND MRNIP MT1F MTHFD2 MYL5 NEURL2 NIPAL3 NLGN1 NOA1 NOP53 NOSTRIN NUPR1 OGDHL P2RY2 PDE8B PER2 PGLS PRKAG1 PRKCZ PRTFDC1 PSAT1 PVALB PYCR1 RBM3 RCSD1 RHAG RPL10A RPL12 RPL26 RPL3 RPL31 RPL34 RPL36A RPS17 RPS2 RPS2P32 SARS1 SCRG1 SCUBE2 SESN2 SGSH SIRPA SIX6 SLCO2B1 SMOC2 SNAPC5 SPSB2 STAR TCF7L1 THRA TIMP4 TMEM79 TMPRSS4 TPCN2 TRIB3 TYRP1 VMO1 XK ZBED3 ZFAND1 ZFP62 ZNF277 ZNF490 ZNF581 ZNF613 ZNF658 BHATI_G2M_ARREST_BY_2METHOXYESTRADIOL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHATI_G2M_ARREST_BY_2METHOXYESTRADIOL_UP ALG13 ANKK1 ANKRD42-DT ANXA1 API5 ASPM ASRGL1 ATL3 AURKA BMS1P1 BUB1 CALHM6 CALR CBX3 CCN1 CCNB1 CDC20 CDC6 CEP43 CERK CORO1C CTNNAL1 CTPS1 DKK1 DLGAP5 DNAL1 EBLN2 EGR1 EIF2S1 EIF5A2 ELOA ERC2-IT1 FAM215B FAM3C FAP FOS GALNT2 GALNT3 GCLM GGT6 GMNN GNG11 GP2 H1-2 H2AC8 H3C8 HACD3 HCK HSP90AA1 HSPA5 IER3 IFNLR1 IL12RB2 IL24 ILDR1 KYNU LIMK1 LRP3 LSM6 MAD2L1 MAPK1 MED17 MIR22HG MPP4 MYBL2 NACC2 NDC1 NDUFA9 NDUFAB1 NEDD4L NEK2 NLRP2 NRAS NUF2 OGFRL1 PBK PCMT1 PCNA PCYOX1 PDE4C PDGFC PDZD7 PHIP PIF1 PLEKHB2 PNN POLR2A PPP1R12B PRAC1 PSMA2 PSMA3 PTBP2 PTTG2 PURB RAB27A RABGEF1 RAMP1 RASIP1 RAX2 SCLY SMOX SND1-IT1 SNRPA1 SOD2 SPARC SPC25 SPCS3 SPHK1 STAG3L1 TACSTD2 TBX18 TEP1 TFRC TMC8 TNFSF14 TNPO1 TTC39A TUBB6 UBR7 WWTR1 YIF1B ZSCAN30 BHATTACHARYA_EMBRYONIC_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHATTACHARYA_EMBRYONIC_STEM_CELL ARL5B AURKB BRIX1 CACHD1 CALU CCNB1 CCNC CCT8 CDK1 CRABP1 CRIPTO CYP26A1 DDX21 DSG2 DTL EIF4A1 ELOVL6 EPRS1 FABP5 FAM83D GAL GDF3 GJA1 GNL3 GSX1 HDAC2 HMGA1 HMGB2 HNRNPAB HSPA4 IDH1 IFITM1 IGF2BP2 IMPDH2 JADE1 KIF4A KPNA2 KRT8 LDHB LIN28A LRRN1 MAD2L2 MGST1 MTHFD1 MTHFD2 NANOG NASP NME2 NPM1 OR7E33P PITX2 PODXL POU5F1 PSIP1 PSMA2 PSMA3 PTTG1 RCC2 RPL24 RPL4 RPL6 RPL7 RPLP0 RPS24 RPSAP44 RSL24D1 SEMA6A SEPHS1 SERPINH1 SET SFRP2 SLC16A1 SMS SNRPF SRSF7 SSB TK1 TNNC2 TNNT1 TPX2 TUBB TUBB6 ZNF257 ZNF43 BHAT_ESR1_TARGETS_NOT_VIA_AKT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHAT_ESR1_TARGETS_NOT_VIA_AKT1_DN ALAD ANK3 ARID5B ARMC7 ATP1B1 ATP8B2 ATXN1 BCL2L1 BTG2 CAMK2G CD55 CDH3 CDK6 CDYL2 CFAP206 CGN CHRM3 CHST15 CLDN9 CPEB4 CRACDL CREB3L2 CYB5D2 DBP DDIT4 DLL1 EDN2 EFNA1 EFNB2 ENPP1 EPHA4 ESR1 EXT1 FRMD6 GATA3 GTF2IRD1 HBP1 IGSF3 INSIG2 KCTD18 KLF9 KYNU LAMB1 LRATD2 MAP3K5 MEF2D NPAS3 NRP1 OSBPL10 PBX1 PDK4 PLEKHF1 PPARG PSD3 PTPN21 PTPRK RERE RGL1 RNF144B RNF43 RXRA S1PR3 SASH1 SEMA3E SHROOM3 SLC16A5 SLC22A23 SLC29A3 SLITRK6 SMAD3 SNTB2 SPATA7 SPTSSB SUSD6 SYTL2 TCF7L2 TGFB2 TLE1 TNFRSF19 TNS3 TRAM2 TSC22D3 TUFT1 UBE2H UGT1A6 YPEL2 ZFYVE1 ZKSCAN1 BHAT_ESR1_TARGETS_NOT_VIA_AKT1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHAT_ESR1_TARGETS_NOT_VIA_AKT1_UP A4GALT ACIN1 ACSS1 ADAMTSL5 ADCY9 AHCTF1 ALPL AMZ1 AP1B1 ARHGEF18 ASB13 ATP6V1C2 AUNIP AXIN1 B4GALT1 BCL11B BHLHE40 C16orf74 C1QTNF6 CA12 CAMTA1 CARD19 CBFA2T3 CCDC3 CCM2L CCND1 CDC6 CDK5R1 CELSR2 CHD9 CHST8 CHSY1 CISH CNKSR3 COLGALT1 CXXC5 CYP1B1 CYP4F11 CYP4F22 DEGS2 DEPTOR DHRS2 DHRS3 DOK7 E2F2 E2F6 EEIG1 FARP1 FCMR FGFRL1 FHL2 FKBP4 FLNB FOXC1 FRK GAB2 GFOD1 GINS3 GNL2 GPATCH4 GPR68 GPRIN1 GREB1 GSG1L HCK HK2 HPDL HR IER5L IFRD1 IGFBP4 IL20 INO80B ISG20L2 KAZN KCNK6 KDM4B KHK KLK10 KRT15 LETM1 LHX4 LHX6 LMO1 LONRF2 LRG1 LRIG1 MAG MANEAL MAT2A MCM10 MED24 MFSD2A MLPH MORC4 MPPED2 MREG MSMB MYB MYBBP1A MYEOV NCOR2 NCS1 NEIL2 NHERF1 NIP7 NMRK1 NOL6 NOLC1 NT5DC3 NUDCD1 NXNL2 NXT1 OLFML3 OSGIN1 OVOL2 P2RY2 PADI3 PDLIM3 PDZK1 PGBD5 PGR PHLDA2 PIP4K2A PITX1 PKIB PLEKHH1 PMM2 POLR1B POP1 PPARGC1B PPRC1 PRR5 PRSS23 PTGES PTH1R RAB3IL1 RAPGEFL1 RARA RCL1 REEP1 RET RIMS4 RPP40 RPUSD1 RRP12 SCNN1A SCNN1B SEC14L2 SEMA3B SH2B2 SH2D2A SHB SIAH2 SIN3B SLC1A4 SLC22A5 SLC25A19 SLC29A1 SLC2A1 SLC2A8 SLC47A1 SLC7A5 SMOX SMTNL2 SNAPC4 SNX24 SOX3 SOX8 SPATS2L SPINK4 SRM STC2 SULT2B1 SUSD3 SVIL SYBU SYNDIG1 SYTL4 TBKBP1 TENT5C TFF2 TGIF2 TGM2 TH THOC5 TIAM1 TIPARP TJP3 TMEM104 TMEM51 TMPRSS3 TPD52L1 TRIM47 TRMT61A TSEN54 TSKU TUBB2B UBIAD1 UHRF1 UNC119 UNC5A UST VWF WDR46 WFS1 WWC1 XBP1 XRCC3 ZNF185 ZNF703 BHAT_ESR1_TARGETS_VIA_AKT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHAT_ESR1_TARGETS_VIA_AKT1_DN ABCC5 AFAP1L2 ALAD ARID5B ATP1B1 ATP8B2 BCAR3 BCL2L1 BLNK CDH3 CDK6 CDYL2 CFAP206 CGN CHST15 CLDN9 CPEB4 CREB3L2 DBP DLL1 EDN2 EFNA1 EFNB2 EHF EPS8 ESR1 FAXDC2 GABBR2 GALNT10 GPD2 GRHL1 GTF2IRD1 HBP1 IGSF3 IL1R1 INSIG2 KIAA0513 KLF9 LAMB1 LETMD1 LMBRD1 LRATD2 MEF2D MKX NPAS3 NRP1 PDK4 PLEKHF1 PLPP3 PPL PSCA PSD3 PTPN14 PTPN21 RAB18 RARG RBL2 RNF144B S1PR3 SASH1 SEMA3E SHROOM3 SLC16A5 SLC22A23 SLC29A3 SNTB2 SPATA7 ST8SIA4 SYTL2 TGFB2 TLE1 TNC TRIM45 TRIM52 UBE2H VPS9D1 YPEL2 YPEL3 ZDHHC7 ZKSCAN1 ZMYND8 ZNF277 BHAT_ESR1_TARGETS_VIA_AKT1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BHAT_ESR1_TARGETS_VIA_AKT1_UP A4GALT AATF ACIN1 ADAMTSL5 ADAP1 ADARB1 ADCY3 ADCY9 AKNA ALDH3B1 ALPL AMZ1 AP1B1 ARAP3 ARHGEF18 ARMC6 ASB13 ATF3 ATP6V1C2 ATRIP AXIN1 B4GALT1 BCL11B BEGAIN BHLHE40 BRD9 BRINP2 C16orf74 C1QTNF6 C1orf159 C5AR2 CA12 CALM1 CAMTA1 CARD19 CBFA2T3 CCDC3 CCM2L CCND1 CCNP CDC34 CDC42EP1 CDC6 CELSR2 CERS1 CHD9 CHST8 CLUH CNKSR3 CTSD CXXC5 CYP1B1 CYP26A1 CYP4F11 CYP4F22 DEGS2 DHRS2 DHRS3 DOK7 DUSP2 E2F2 EEIG1 EFHD2 EIF2S1 EIF3B FAAP100 FARP1 FCHO1 FCMR FGFRL1 FHL2 FKBP4 FLAD1 FLNB FOS FUT4 GAB2 GADD45B GADD45G GATAD2A GDF15 GFOD1 GINS2 GLA GNL2 GPATCH4 GPR37L1 GPRIN1 GREB1 GSG1L HCK HDAC4 HK2 HLA-DRB1 HOMER3 HPCAL1 HPDL HR HROB HSD11B2 HSPB8 IER3 IER5L IFRD1 IGFBP4 IL20 IMP4 INO80B ISG20L2 JADE2 KAZN KCNK15 KCNK6 KDM4B KHK KLC1 KLK10 KRT13 KRT15 LETM1 LHX4 LMO1 LONRF2 LRFN4 LRG1 LRIG1 LTBP3 MAG MANEAL MAPT MAT2A MCM7 MCRIP2 MED24 MFSD2A MLPH MPPED2 MRPS17 MSMB MTFP1 MYB MYBBP1A MYEOV NADSYN1 NCOR2 NCS1 NEIL2 NHERF1 NIP7 NMRK1 NOD2 NOL6 NOLC1 NOP14 NT5DC3 NUDC NUDCD1 NXT1 OLFML3 OSGIN1 OVOL2 PA2G4 PADI3 PAK4 PAM16 PARP12 PCYT2 PDLIM3 PDZK1 PGR PIP4K2A PITX1 PKIB PLEKHH1 PMM2 PODXL POLR1B POP1 PPARGC1B PPIF PPRC1 PRKAG2 PRR5 PTGES PTH1R PTRH2 QSOX2 RAB11FIP3 RAPGEFL1 RARA RCL1 RECQL4 REEP1 RET RGS16 RIMS4 RNF144A RPP40 RRP12 RTKN RUVBL1 SBNO2 SCARB1 SCNN1A SCNN1B SEC14L2 SEMA3B SEPTIN9 SH2B2 SH2D2A SHB SIAH2 SIN3B SLC10A3 SLC1A4 SLC22A5 SLC25A25 SLC29A1 SLC2A1 SLC2A8 SLC6A6 SLC7A2 SLC7A5 SLC7A6 SLX9 SMTNL2 SNX24 SPINK4 SRM STC2 STK24 STX1A SULT2B1 SUSD3 SVIL SYBU SYNDIG1 SYT12 TBC1D16 TBKBP1 TBX2 TENT5C TFF2 TGIF2 TGM2 TH THOC5 TIAM1 TIPARP TJP3 TMEM104 TMEM120B TMEM51 TOE1 TOMM40 TPBG TPD52L1 TRIM47 TRMT61A TSKU TUBA3C TUBB2B TWNK UBALD1 UBIAD1 UBQLN4 UHRF1 UNC119 UNC5A UST VGF VWF WDR46 WFS1 WNT4 WWC1 XBP1 XRCC3 ZFP36L1 ZNF185 ZNF703 BIDUS_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIDUS_METASTASIS_DN ABHD17A ACACB ACADS ACTN1 AHR AKAP13 AMY2B ANO10 APOL6 AQP1 ARHGAP6 ATP8B4 BIN1 BRMS1 BRWD1 C14orf28 C3orf85 CCR10 CD34 CFLAR CHPF2 CIRBP CKMT2 CLEC11A CLU CNRIP1 CORO1A COX7A1 CPPED1 CTBP2 DAB2 DDX24 DISP1 DOK1 DTWD1 DUOX2 EHD1 ENG EP400 EPM2A-DT EVA1B F13A1 FADS3 FAM174C FAM3A FBXO32 FRMD4A GABARAPL1 GALNT6 GATA2 GGTA1 GMFG GSDMD GTF2F1 GYPC HEMK1 HLA-DRA HP INO80D INSYN1 IRF3 ISOC2 ITGAL KLHL2 KLHL22 LAMP5 LINC01770 LPAR5 MAN2B1 MARCHF2 MIR29B2 MKKS MR1 MS4A6A MVP NAGK NALCN NBN NEIL2 NHS NME3 NR1H2 NUDT6 PABIR1 PARM1 PARP10 PDK2 PGAP3 PGGHG PHLDA3 PIP PLEKHA2 POU5F1 PPFIBP1 PPM1M PRAG1 PRRX1 PTK2B PTP4A3 PTPN4 PWWP3A R3HDM1 RAB4B RASSF4 RASSF7 REX1BD REXO1 RGL1 RIN2 RNASEL RND1 RNF213 SASH3 SECISBP2 SELENOM SELPLG SEMA5A SIDT2 SIL1 SIRPA SIRPAP1 SLA SLC25A20 SLC25A37 SLC39A3 SLC52A3 SPON2 STAB1 STK11 STK17B STRN TAF3 TBC1D8B TFDP2 THEM4 TLR5 TMC5 TMEM50B TNFRSF1A TOB2 TRPV2 TSPAN4 TTC17 TULP4 TUT7 UBN2 VWA5A WASHC3 ZBTB17 ZBTB20 ZNF404 ZNF45 ZNF641 ZSCAN16 BIDUS_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIDUS_METASTASIS_UP ADNP AGAP1 AMD1 ANKRD54 ARPP19 ARX ASF1B ATF2 ATP6V0A2 AURKA AZI2 AZIN1 BCL7A BIRC5 BPTF BUB1 C5orf22 CAND1 CBFB CBLL1 CCDC15 CCDC47 CCDC57 CCNA2 CCNB1 CCNB2 CCNY CDC23 CDC6 CDK1 CDK2AP1 CDYL CEBPG CENPA CENPF CENPN CEP57 CHEK1 CKAP5 COPS8 CREB5 CRKL CRY1 CSE1L DBF4 DCTN4 DDX21 DEPDC1 DHFR DKC1 DLGAP5 DNAAF2 DSP ECT2 EFHC1 EIF1 EIF4A3 EIF4E ELAVL1 ERCC6L FANCI FEM1A FEN1 FNDC5 FSD1L G3BP1 GAS2L3 GET1 GID8 GMNN H2AZ1 HBS1L HMGB3 HMGXB4 HNRNPA2B1 HNRNPA3P1 HNRNPD HNRNPDL HNRNPH3 HNRNPK HNRNPR HNRNPU HSF2 HSP90AA1 HULC HUWE1 IFT74 IFT81 KCTD6 KDM6A KHDRBS1 KIF11 KIF1B KIF4A KLC1 KLHL23 KNL1 KNSTRN LARP4 LCA5L LMNB1 MACROH2A1 MAD2L1 MAPK1 MAPKAPK5 MARCKS MCM10 MEAF6 MED14 MLLT10 MNS1 MPHOSPH9 MRPL42 MTDH MXD1 NAP1L1 NCAPH NCBP2 NDRG3 NEMP1 NF1 NFIB NONO NPM1P22 NRAS NSD2 NUP153 NUSAP1 ODC1 OR4F3 P4HA1 PAGE2 PAIP1 PAK2 PATL1 PBK PCBP1 PCNX1 PHF10 PLD6 PLK4 PLOD2 PNMA1 PNMA8A PPP1R14C PPP2CA PRELID3B PREPL PRKDC PSMD10 PTGES3 PTP4A1 RAB22A RAB28 RAB7A RABGAP1L RABGGTB RACGAP1 RAE1 RBBP4 RCOR1 RFC4 RFC5 RHBDL3 RLIM RMND5A RNF138 RRM1 RRM2 RRN3 SEC23A SEC24B SFPQ SGMS2 SLC35B4 SLC66A1L SMC1A SMC4 SMS SNRPD1 SQLE SRD5A1 SRSF1 SRSF12 SRSF2 SRSF9 SSRP1 STK24 STRN3 SUMO4 TARDBP TFDP1 TFRC TLK2 TMEM33 TPX2 TRA2B TRAV6 TSR1 TSR2 TTF2 TUBGCP4 TYMS UBE2C UBQLN2 UBXN2B UNK USP13 USP9X VBP1 VDAC1 WAC WBP11 WDHD1 YBX1 YTHDF1 YWHAE ZIC2 ZNF318 ZNF550 ZNF568 BIERIE_INFLAMMATORY_RESPONSE_TGFB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIERIE_INFLAMMATORY_RESPONSE_TGFB1 CCL20 CXCL3 CXCL6 MYC PTGS2 BILANGES_RAPAMYCIN_SENSITIVE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_RAPAMYCIN_SENSITIVE_GENES ACSL1 BRAP BRI3BP DHX35 EDC4 GPD2 HAP1 INSIG1 ITGA6 LRRC41 MED23 N4BP3 NEU1 NUDT7 POLR1B PPM1L PPWD1 PRCC RAMP3 RPL11 RPL22 RPL23A RPL27 RPL34 RPL35 RPS15 SAT1 SHTN1 SLC12A9 SLC26A1 SMC2 SREK1 TADA1 TBC1D16 TMEM179 TNFAIP2 TPRN BILANGES_RAPAMYCIN_SENSITIVE_VIA_TSC1_AND_TSC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_RAPAMYCIN_SENSITIVE_VIA_TSC1_AND_TSC2 ACBD6 ACOT1 AHCY AIMP1 ATP5F1A ATP6V1G2 BCS1L BGN BLVRB BRI3BP BTF3 CCT2 CCT4 CNIH1 CRYZ CS EIF2S3 EIF3E EIF3K ENTPD3 FXR1 GAPDHS GTPBP6 GYG1 HNRNPA1L2 HSPA8 IGBP1 IMPDH2 KDELR1 MRPL30 NAA10 NAP1L1 NME2 NOL3 NSA2 NUDT21 OLA1 PAICS POLR1C PPIB PPM1G PRCP PRDX3 PSAT1 RPH3AL RPL10A RPL3 RPL31 RPL35A RPL36 RPS21 RPS26 RPS28 RTRAF SERPINB6 SLC25A17 SLC25A3 SLC25A5 SSR4 TCP1 TOMM20 TSPAN15 TUBB TUBB2A TUBB4A UQCRFS1 VDAC1 VIM ZNF496 BILANGES_SERUM_AND_RAPAMYCIN_SENSITIVE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_AND_RAPAMYCIN_SENSITIVE_GENES C8G COX7A2L CS EEF1A1 EEF1B2 EEF1G EEF2 EIF3F EIF3H EIF3L EIF3M EIF4B EXD2 FAU KCNK13 LTA4H NBEA NOP53 PTMS QARS1 RACK1 RBBP6 RPL10 RPL13 RPL13A RPL14 RPL15 RPL18 RPL18A RPL21 RPL23 RPL24 RPL26 RPL27A RPL28 RPL29 RPL30 RPL32 RPL36A RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPS10 RPS13 RPS14 RPS16 RPS17 RPS19 RPS23 RPS24 RPS25 RPS27A RPS3 RPS3A RPS4X RPS5 RPS6 RPS7 RPS8 RPS9 SIN3B SPRY2 TMEM121B TPT1 UBA52 USE1 BILANGES_SERUM_RESPONSE_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_RESPONSE_TRANSLATION ARID5B CPT1B CYP17A1 DNM1 EEF1A1 EEF1B2 EEF1G EIF3F EIF3H FTH1P19 KHSRP KIF21B LALBA MYL3 NSA2 PTMS RACK1 RAVER2 RPL10 RPL14 RPL18A RPL21 RPL29 RPL4 RPL6 RPS19 RPS3 RPS4X RPS5 RPS6 RPS7 RPS8 SYT10 TCF7L2 BILANGES_SERUM_SENSITIVE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_SENSITIVE_GENES ACBD6 AHCY AKAP12 AQP1 ARID5B ASL BGN BLVRB CDC37 CDKN1C CPT1B CRLF1 CRYZ CS CTRB2 CYP17A1 DDX6 DNM1 DYNC2I2 EIF3E EIF3K FTH1P19 GABBR1 GBP5 HIPK2 HS6ST3 IGBP1 IL3RA IQCD JUN KHSRP KIF21B LALBA LARS2 LBR LPAR6 MDN1 MESP2 MMP3 MRPS5 MTDH MYL3 NAA10 NAP1L1 NCEH1 NFAM1 NGEF NSA2 OLA1 P2RX2 PCP2 PENK PLOD1 PLPP3 POU4F1 PSD RAVER2 RCC2 RPH3AL RPL10A RPL31 RPS18 RRAGD SIDT2 SPEN SUPT16H SYT10 TAPBPL TCF7L2 TERF1 TLE3 TLX2 TMEM9 TOMM20 TUBB TUBB2A UTF1 XCR1 ZFYVE27 ZNF423 BILANGES_SERUM_SENSITIVE_VIA_TSC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_SENSITIVE_VIA_TSC1 DDB1 DNAJC5G DUSP4 EGR1 GRB14 GREM2 JUNB KCTD15 KRT84 LHFPL4 MEOX1 MFAP4 NNAT PHLDA1 RND3 SLC22A6 TAC1 TBL2 TUBA4A UTP6 ZBTB12 BILANGES_SERUM_SENSITIVE_VIA_TSC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILANGES_SERUM_SENSITIVE_VIA_TSC2 ATP1A1 CCDC88A CCN1 CCN2 COL1A2 COL3A1 DDX46 DICER1 EIF3A EIF3C EIF5B FAM234B FAM98B GBF1 GLG1 H1-4 H2AL3 INTS15 KIF1B KIFC1 NEDD4 NPM3 NUMA1 SMARCA4 SMG6 SNRPD3 SPAG5 TBC1D16 THBS2 THOC2 TUBB2B UBA6 BILBAN_B_CLL_LPL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILBAN_B_CLL_LPL_DN ACAP2 ANXA1 ARGLU1 ARHGEF6 BIN2 CAPN3 CCNL1 CNTNAP2 DUSP1 DUSP22 EIF4A1 FCRL2 FGL2 FNBP4 FOS FYN GLRX GOLGA8N HMGB2 HOMER3 ID2 IER3 JUNB KLF4 KLRK1 MARCKS MNDA MS4A6A MSL1 PMAIP1 PNISR PRNP RGS2 SAT1 SFPQ SORL1 SRSF7 SUGP2 SULT1A2 TCF7 ZBTB20 BILBAN_B_CLL_LPL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILBAN_B_CLL_LPL_UP ABCA6 AGPAT5 AKAP12 ARMCX2 ATOX1 ATP6V0A2 AZIN1 BACH2 BCL10 BCL7A BNIP3L CCR7 CEACAM1 CPT1A CREB3L2 CYP51A1 DIP2C DIPK1A DMD DNMBP ELMO1 FBXW11 FCER2 FLNB FRY GPR18 GSDME HEATR1 HLA-DQA1 IGHD IGKV1D-17 IGSF3 IRF4 JADE3 KANK2 KIAA0040 KLK2 LPL MFAP1 MYBL2 NSF OAS1 OAS2 PEG10 PIM1 PNMA2 RRBP1 SEPTIN10 SERINC5 SGCE SIAH1 SIT1 SLC23A2 SLC39A14 SOWAHC ST6GAL1 ST6GALNAC4 TBC1D1 TLR7 TMEM140 TOP1 TRRAP WSB2 ZFP64 BILD_CTNNB1_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_CTNNB1_ONCOGENIC_SIGNATURE ABI2 ARHGAP29 ARL5A ASH1L ATRX AXIN2 BAMBI BOD1L1 CBX3 CHD9 CLN8 COL13A1 COL8A2 CYP24A1 DDR2 DDX52 DHX36 DUSP5 DYNC1H1 ELF1 EPRS1 FAM120A FBXO11 FERMT1 FGD6 FLNB FOXQ1 FRYL GNG12 HIPK2 IGLVIVOR22-1 IL1A KATNBL1 KAZN KDM4B KHNYN KRTAP2-3 LARP4B LATS2 LRBA LUZP1 MAPKAP1 MED31 MIRLET7BHG NCOA3 NEK1 NEMF NR3C1 PHACTR2 PIK3C2A PLAGL1 PLEKHA1 PNISR PTHLH QKI RBM25 RUNX2 SBSPON SCAF11 SCML1 SECISBP2 SMC3 SMG1 SORL1 SREK1 SRSF10 SRSF6 TAF1D THOC2 TMCC1 TNFAIP3 TOP1 TRIM14 URB1 VCAN WASHC4 ZMAT3 ZNF532 ZNF703 BILD_E2F3_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_E2F3_ONCOGENIC_SIGNATURE ABCB10 ABCC10 ABCG2 ABHD15 ADCY3 ADGRB2 AK4 AKR1B1 AKT1 ALDH5A1 ANKH ANKRD18A ANKRD18B AP1S2 ARFGEF3 ARHGAP8 ATAD2 ATRNL1 B4GALT6 BCL2L11 BCOR BRI3BP C6orf136 CAMK2N1 CAMKK2 CCND3 CCNE1 CCNE2 CCNO CCP110 CD83 CDK19 CDKN1C CDKN2A CDKN2C CEBPA CENPX CEP78 CHD7 CHML CHST1 CHST2 CHST7 CIBAR1 CIZ1 CMPK2 CRELD2 CRY1 CSPG5 CXXC5 DCK DCLRE1B DDAH1 DGKQ DIS3L DNAJC9 DONSON DPY19L1 DTL DVL3 DYM E2F7 EEF1A2 EIF4A1 EML6 ENO2 ENSG00000282033 ENTPD1-AS1 EPB41L4A EPB41L4B EPHA2 EPHX4 EZH2 FAM171A1 FAM222A FANCA FAXC FBXO21 FEN1 FERMT1 FGF9 FGFR3 FOXQ1 FRAT1 FUT11 FZD1 GAS5 GCH1 GINS1 GKAP1 GLRB GNAL GNAS GPR137B GPR27 GSE1 HACE1 HECA HELLS HEY1 HRK IL17RB IL1B INHBB INO80C INSR JPH1 KANK2 KCTD15 KCTD6 KDM2B KDM4B KHDRBS3 KISS1R LIN7B LRIG1 LRP4 LRP8 LYPD6 MACIR MANEAL MAP3K21 MBOAT1 MDN1 METTL21A MFHAS1 MIR449A MIRLET7BHG MMP15 MRAS MYB NASP NAT9 NCKIPSD NCR3LG1 NEFL NEMF NETO2 NFATC3 NHERF1 NIN NIPA1 NOL4L NR2F1 NSG1 NUP155 PCNA PCOLCE2 PDE8A PEG10 PFKFB3 PHF10 PHF2 PHTF2 PIN1 PKN3 PLCL2 PLPP3 PLXND1 PMS2P1 POLE POLE2 PRRG4 PSIP1 PTCH1 PTGS1 PUM3 PWP1 PXMP2 PXYLP1 RAB15 RAB26 RASEF RAVER2 RBM25 RDH13 RECQL4 REEP1 RETREG1 RIPPLY3 RPA1 RPL17 RRAGD RTN4R RUNX3 SAC3D1 SAMD1 SBK1 SCN8A SCNN1A SFMBT1 SH3BGR SHANK3 SHISA8 SHROOM1 SIN3B SIX5 SLC16A6 SLC25A12 SLC27A3 SLC30A4 SLC35G1 SMAD6 SMIM43 SOBP SOX12 SREBF1 SRSF6 SRSF7 SSX2IP STXBP1 SYNM TAF1D TAF4 TBC1D9 TEAD4 TENT5A TFDP1 TIAM1 TLCD1 TLCD3A TM6SF1 TMEM106C TMEM158 TMEM200B TMEM214 TMEM97 TMOD2 TNC TNFAIP3 TPPP TRIM3 TRIM7 TSHZ1 TSPAN5 UBE2QL1 UGT8 USPL1 WIPI2 WNT5A ZBTB42 ZDHHC23 ZNF195 ZNF275 ZNF367 ZNF483 ZNF703 ZWINT BILD_HRAS_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_HRAS_ONCOGENIC_SIGNATURE ABCA1 ACOT7 ADAM8 ADAMTS15 ADAMTS5 ADRB2 AHNAK2 ANGPTL4 ARG2 ARHGAP25 ARHGAP27 ARHGEF9 ATP2B1 B3GNT5 BCL6 BMAL2 BMP2 C2CD5 C6orf141 CALM2 CALU CASP1 CASP2 CCL20 CCNA1 CCNL1 CD274 CD55 CDCP1 CHST11 CLCF1 COL12A1 COL27A1 CRIM1-DT CSNK1D CSNK1E CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYP1B1 CYP27B1 CYP2R1 CYREN DDX17 DENND2B DENND2C DLL1 DLST DNAJC6 DUSP1 DUSP4 DUSP5 DUSP6 EFNB1 EGR1 EHD1 ELK3 ELOVL7 EPHA2 EPHA4 EREG ERN1 FAM110C FAM83A FBXO9 FERMT1 FGFBP1 FGFR2 FLNB FLRT3 FN1 FOS FOSL1 FOXQ1 G0S2 GAS1 GDF15 GJB3 GJB5 GK GLCCI1 GLTP GPAT3 GRHL2 GTPBP2 H1-4 H2AC6 HBEGF HK2 HMGN3 HNRNPH1 HOXC6 HPSE HRAS IER2 IER3 IL11 IL13RA2 IL1A IL1B INPP1 IRX2 ITGA2 ITPR3 ITPRIP JUNB KANK4 KCNK1 KCNN4 KDM6B KDM7A KLF5 KLF6 KMT2C LATS1 LDLR LGALS8 LHFPL2 LIF LPAR2 LRAT LRIG3 LRP8 LRRC8C LRRFIP1 LYN MALL MAP1LC3B MAP7D1 MAST4 MBOAT2 MCL1 MDH1 MED25 MEG3 MFAP2 MFSD2A MID1 MIR181A2HG MIRLET7BHG MMP14 MRGPRX3 MTCL1 MTUS1 MXD1 MYD88 MYDGF NAMPT NAP1L1 NAV3 NDRG1 NFIB NFKBIZ NIPAL1 NOLC1 NT5E ODC1 OXSR1 PALMD PDGFA PHACTR4 PHLDA2 PI3 PIAS1 PIK3CD PIM1 PLAUR PLXNA2 PMS2P2 PNLIPRP3 PNMA2 PNPLA8 PPBP PPIF PPP1R15A PRNP PRR34-AS1 PTGS2 PTHLH PTPRE PTX3 PVR RAPH1 RNF152 RRP9 RUNX1 S100A6 SAMD8 SDC1 SDC4 SEMA4B SEMA4C SERPINB1 SERPINB2 SERPINB3 SESN2 SESN3 SFN SH2D5 SKP2 SLC16A3 SLC20A1 SLC2A3 SLC6A15 SLC9A1 SMTN SOCS1 SPRY4 SREK1IP1 SRRM2 STAG3L1 STX1A SYNE3 TALAM1 TBX3 TCF7L2 TENT5B TFPI2 TGFA TGFB2 TIA1 TIMP1 TMEM154 TMEM45B TMTC3 TNFRSF10A TNFRSF10B TNFRSF12A TNRC6A TNRC6B TNS4 TOP1 TOR1AIP1 TRIB1 TRIM22 TSC22D1 TTC8 TUBA4A UAP1 ULBP2 UPP1 VANGL2 VEGFA XIST ZBED2 ZFP36 ZKSCAN8 ZNF273 ZNF608 ZNF827 BILD_MYC_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_MYC_ONCOGENIC_SIGNATURE ABCC3 ABL2 ACSS2 ADAM8 ADAMTS15 ADGRF1 ADISSP AGPAT5 AHNAK AIMP2 AKAP12 ALDH1B1 ALG3 ALS2CL ANAPC1 ANGEL1 ATIC ATP2B4 BCS1L BEND3 BID BMAL1 BMAL2 BOP1 C19orf48P CCDC137 CCDC78 CCDC86 CCNG2 CDCA8 CDK2 CDK4 CFLAR CGN CIART COL1A1 COL5A1 COL8A2 CYTH2 DAB2 DCAF4 DDAH2 DDX10 DDX18 DDX28 DGKA DHODH DHRS1 DKC1 DPH1 DTX2P1-UPK3BP1-PMS2P11 DUOX1 DUSP2 DUSP22 EEF1AKMT4 EMP1 EPS8L1 ERBB3 ERCC1 ERVMER34-1 EXOSC5 FAM168A FAM193B FAM86B3P FAM86C1P FARP1 FARSA FARSB FCHSD1 FGD6 FGF11 FGFBP1 FLAD1 FLNB GEMIN5 GNL3 GOLGA2 GPATCH4 GPD1L GPRC5A H2AC6 HK2-DT HS6ST2 HSPA1A HSPA6 HSPD1 IMP4 INTS6L IPO4 IRF9 KCNQ5 KHNYN KICS2 KRTAP2-3 LAMC2 LBHD1 LINC00173 LSG1 LTBP2 MAP3K6 MCOLN2 MCRIP2 MEAK7 MEG3 METTL1 MICAL1 MKNK1 MON1A MRTO4 MST1R MTMR11 MYBBP1A MYC NCL NCR3LG1 NEU3 NFKB2 NGFR NIT1 NLE1 NLRP1 NOL6 NOLC1 NOP16 NOP2 NOP56 NPM1 NRP1 NTF4 NUFIP1 OR2A4 OSBP2 PA2G4 PAICS PC PCOLCE2 PCYOX1L PDP1 PES1 PFKM PHB1 PHF1 PLAU PLD6 PLEC PLEKHG2 PLEKHG3 PMM2 PNPT1 PRR5 PTRH2 RABEPK RCL1 RHBDF1 RNF213 RPP40 RRP9 RUNX1 SCFD2 SERPINB1 SESTD1 SFXN4 SLC12A8 SLC19A1 SLC29A2 SLC6A15 SLC6A8 SLITRK6 SMTN SMURF1 SNHG16 SNORD30 SORD SORL1 SPTAN1 SRM SSH3 STMN3 SUPV3L1 TAF4B TCOF1 TFB2M TGM1 TGM2 TINF2 TMEM97 TNFAIP2 TRIOBP TRMT1 TTLL12 TUBA1A TWNK UBALD1 UBE2D4 UBIAD1 UTP14A UTP14C UTP20 UTP25 UTP4 VAMP1 VMP1 WDR12 WDR74 WSB1 XPO5 YPEL3 ZBED2 ZNF667 BILD_SRC_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BILD_SRC_ONCOGENIC_SIGNATURE ABCC10 ACLY ARIH1 ASAP2 ASH1L CA12 CASP1 COL1A1 COL8A2 CSNK1A1 CSTF3 DCBLD2 DHRS1 DMTF1 EBLN3P EHMT1 EXTL2 FERMT1 FRMD4B GAS2L1 HEG1 HSPH1 IL17RA INO80C ITGAV ITPRID2 KDM4B LIPG LNPEP LOC105379499 LRP8 LSS MARCHF6 MARK3 MMAB ORC2 PPP1R15A PRICKLE1 PROM2 PTHLH RAG1 RRM2 SACS SECISBP2 SERPINB2 SLC12A2 SLC5A3 SORL1 SRC TIA1 TMCC1 TNFAIP3 TRIM33 TRRAP TSPYL4 VPS13B YTHDC2 ZBTB11 ZNF12 BLALOCK_ALZHEIMERS_DISEASE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLALOCK_ALZHEIMERS_DISEASE_DN AASDHPPT ABAT ABCB1 ABCC4 ABCE1 ABHD14A ABHD6 ACAD8 ACAT1 ACHE ACO2 ACOT13 ACOT2 ACOT7 ACP1 ACSL3 ACTL6B ACTN1 ACTR10 ACTR1A ACTR1B ACTR2 ACTR3 ACTR3B ACYP2 ADAM17 ADAM23 ADCY2 ADCY9 ADGRB2 ADGRB3 ADGRL2 ADGRL3 ADH5 ADI1 ADIPOR1 ADK ADORA2B AGAP2 AHSA1 AK5 AKAP11 AKAP12 AKTIP ALDH2 ALDH5A1 ALDOC ALG8 ALOX5AP AMFR AMY1A ANAPC13 ANK3 ANO3 ANOS1 ANXA7 AP2B1 AP2M1 AP2S1 AP3B2 AP3S1 AP4S1 APBA2 APC APEX1 APLP2 APP ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGEF2 ARHGEF3 ARHGEF4 ARHGEF9 ARIH2 ARL1 ARL4C ARMCX1 ARNT2 ARPC1A ARPC2 ARPC3 ARPC5 ARPC5L ARPP19 ASAH1 ASF1A ASH2L ASIC2 ASMTL ASPH ASTN1 ATIC ATP13A2 ATP1A2 ATP1B1 ATP2A2 ATP2B1 ATP2B2 ATP2C1 ATP5F1A ATP5F1B ATP5F1C ATP5F1E ATP5IF1 ATP5MC3 ATP5MF ATP5MG ATP5MJ ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 ATP6V0C ATP6V1A ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G2 ATP6V1H ATP8A2 ATR ATRN ATRX ATXN1 ATXN10 AUH AXL AZIN1 B2M B3GALT2 B4GALNT1 B4GALT6 BABAM2 BAG5 BAG6 BBLN BCAN BCAP29 BCAS2 BCL11A BCL11B BCL7B BECN1 BET1 BEX1 BEX3 BHLHE40 BLZF1 BNIP3 BNIP3L BRINP1 BSCL2 BSG BSN BTN2A1 C11orf58 C17orf75 C1orf21 C6orf120 CA11 CAB39 CABP1 CACNB2 CACNG3 CACYBP CALM1 CALM3 CAMK1G CAMK2A CAMKK2 CAND1 CAP1 CAP2 CAPNS1 CASD1 CASP8AP2 CCDC6 CCDC92 CCK CCN3 CCNA1 CCND2 CCNG2 CCNH CCNL1 CCPG1 CCT2 CCT3 CCT4 CCT5 CCZ1 CD200 CD59 CDC27 CDC40 CDC42 CDC5L CDH10 CDH11 CDH18 CDH8 CDK14 CDK16 CDK17 CDK5 CDK5R1 CDK7 CDKN2D CDO1 CDS2 CEP15 CEPT1 CHCHD2 CHGA CHL1 CHMP2A CHN1 CHP1 CHRDL1 CISD1 CKB CKMT1B CKS2 CLASP2 CLDN10 CLIC2 CLIP1 CLIP3 CLTC CNKSR2 CNNM1 CNOT7 CNPY2 CNR1 CNTNAP2 COA3 COL4A1 COL5A2 COMMD3 COPA COPS4 COPS5 COPS7A COPS8 COX11 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7A2L COX7B COX7C COX8A CPNE6 CPSF6 CRH CRIM1 CRMP1 CRNKL1 CRYM CRYZ CS CSE1L CSNK1G3 CSNK2A1 CSPG5 CTNNA2 CUL1 CUL2 CUTA CXCL14 CYC1 CYCS CYP26B1 DARS1 DCAF6 DCTN2 DCTN6 DDN DDOST DDT DDX1 DDX47 DDX5 DEAF1 DEGS1 DENND4A DGKB DGUOK DHCR7 DIMT1 DIO2 DIPK1A DIRAS2 DIRAS3 DLAT DLD DLG2 DLGAP1 DLGAP2 DMD DMTN DMXL2 DNAJA1 DNAJB9 DNAJC12 DNAJC6 DNAJC8 DNM1L DOCK3 DRAP1 DSC2 DUSP5 DUSP6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC2LI1 DYNLL1 DYNLRB1 DYNLT3 DZIP1 EBP ECH1 ECT2 EDN3 EEF1E1 EFNB2 EID1 EIF1B EIF2AK1 EIF2B1 EIF2B3 EIF2S1 EIF3D EIF3K EIF5 EIF6 ELAVL4 ELMO1 ELMO2 ELOVL2 ELOVL4 ENC1 ENO2 ENOPH1 ENSA ENTPD3 ENY2 EPCAM EPHA4 EPHA7 EPHB2 EPS15 ERGIC2 ESD ETFA ETS2 EXOC1 F8 F8A1 FABP3 FABP7 FAIM2 FAM106A FAM162A FAM216A FAM32A FARS2 FBXL2 FBXO21 FBXO3 FBXW7 FCER1G FCGR1A FECH FERMT2 FGF13 FGFR3 FH FHIT FHL1 FIBP FKBP1B FKBP3 FLRT2 FN1 FOXG1 FRG1CP FSD1 FUCA1 FXYD6 FXYD7 G3BP2 GAA GABBR1 GABBR2 GABRA2 GABRB3 GAD1 GAD2 GADD45GIP1 GALC GAP43 GAPDH GASK1B GCH1 GET1 GET3 GGCX GHITM GLO1 GLOD4 GLRB GLRX GLS GLT8D1 GLUD1 GLUL GMPR2 GNA14 GNAL GNAO1 GNAS GNB1 GNG3 GOLGA8A GOLT1B GORASP2 GOT1 GOT2 GPAA1 GPC5 GPI GPM6A GPR22 GRIA1 GRIA2 GRIA3 GRIN2A GRPEL1 GSPT2 GSTA4 GSTM3 GSTO1 GTF2A2 GUCY1B1 GUK1 H2AZ2 HADH HBA1 HBB HCCS HDGFL3 HERC1 HERC2 HEXB HEY1 HIGD1A HINT1 HLA-B HLA-G HLTF HMG20A HMGN4 HNRNPC HNRNPD HNRNPDL HNRNPK HNRNPR HOPX HPCA HPCAL4 HPRT1 HS3ST2 HSD17B12 HSF2 HSP90AA1 HSP90AB1 HSPA13 HSPA14 HSPA4L HSPA5 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 HTR1E HTR2A HTRA2 HYOU1 IARS1 IDH3B IDS IFIT1 IFNGR2 IFRD1 IFT25 IGF1 ILF3 IMP4 INA IPO5 IPO7 ISCU ITGB1BP1 ITM2B ITPKA ITPR1 ITSN2 JAK2 JPH3 KALRN KATNB1 KCNAB1 KCNAB2 KCND2 KCNF1 KCNIP1 KCNJ3 KCNK1 KCNN2 KCNQ2 KDELR2 KHDRBS1 KIDINS220 KIF1B KIF2A KIF3C KIF5C KIFAP3 KIFBP KIT KL KLC1 KPNA2 KPNA3 KPNB1 L1CAM LAMTOR2 LAMTOR3 LAMTOR5 LANCL1 LAPTM4B LARGE1 LDB2 LDHA LDOC1 LETMD1 LGALS8 LHX2 LMO4 LRP12 LRP1B LRP8 LRPPRC LRRC8B LRRN3 LSM3 LSM4 LSM5 LTN1 LXN LZTS1 MACROH2A1 MAGED1 MAGEL2 MAN1A1 MAOA MAP1A MAP2K1 MAP2K4 MAP4K3 MAPK1 MAPK14 MAPK8IP1 MAPK9 MAPRE3 MARS1 MATK MATR3 MCCC1 MCCC2 MCM4 MCTS1 MDH1 MDH2 ME1 ME3 MECR MED17 MED6 MEF2A MEF2C MEG3 MEMO1 MET METAP1 METTL5 MFF MFN1 MGA MGLL MGST3 MICU1 MKKS MLF2 MLLT11 MMD MNDA MOAP1 MOB4 MOCS2 MOXD1 MPP1 MPPED1 MPV17 MRPL13 MRPL15 MRPL16 MRPL18 MRPL19 MRPL20 MRPL22 MRPL3 MRPL57 MRPS10 MRPS15 MRPS28 MSH2 MTCH2 MTERF3 MTF2 MTHFD1 MTMR1 MTMR4 MTMR9 MTX2 MXD1 MYL12A MYL12B MYT1L NAA35 NAE1 NAP1L2 NARS1 NCAN NCBP2 NDEL1 NDFIP1 NDRG4 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA7 NDUFA8 NDUFAB1 NDUFB1 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB8 NDUFC2 NDUFS2 NDUFS3 NDUFS4 NDUFV2 NECAP1 NEDD8 NEFH NEFL NEFM NELL1 NELL2 NETO2 NEUROD1 NEUROD6 NF2 NFU1 NFYC NIF3L1 NIPSNAP1 NIPSNAP2 NIT2 NME1 NME2 NMNAT2 NNAT NNT NOLC1 NOS1AP NPAS2 NPEPPS NPTN NPY NQO1 NR2C1 NREP NRGN NRIP1 NRN1 NRSN2 NRXN1 NSFL1C NT5E NUDT11 NUFIP1 NUMB NUP153 OAT OAZ2 OGA OGT OLFM1 OMG OPA1 ORC3 ORC5 OSBPL10 OXCT1 OXR1 P4HA1 P4HTM PAFAH1B1 PAIP1 PAK3 PAK6 PALM2AKAP2 PAM PANK4 PANX1 PAPSS1 PARP1 PCCA PCCB PCDH11X PCDH7 PCDHA9 PCLO PCMT1 PCNA PCNT PCP4 PCSK1 PCSK2 PDCD2 PDCD5 PDE2A PDE4B PDE4D PDE4DIP PDHA1 PDHB PDHX PDIA6 PDS5B PEG10 PEG3 PENK PEX1 PEX11B PEX19 PEX3 PEX7 PFDN1 PFDN2 PFDN4 PFKM PFN2 PGAM1 PGK1 PGM1 PGRMC1 PGS1 PHTF1 PI4KA PIAS1 PIGK PIGP PIK3R4 PINK1 PIP5K1B PIP5K1C PITPNA PITPNB PITRM1 PJA1 PKNOX2 PLCB1 PLCL2 PLK2 PMPCB PNMA2 PNN POLR2B POLR2G POLR2J4 POLR2K PON2 POP7 PPA1 PPIA PPID PPP1R11 PPP1R12A PPP1R2 PPP1R7 PPP2CA PPP2R2B PPP2R5C PPP2R5E PPP3CA PPP3CB PPP3R1 PPT1 PRAF2 PRDX2 PRDX3 PRDX4 PREP PREPL PRKAR1A PRKAR1B PRKAR2B PRKCB PRKCI PRMT1 PRPF19 PRPS1 PSAT1 PSD3 PSMA1 PSMA5 PSMA7 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMC2 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD14 PSMD6 PSME3 PSMG1 PSMG2 PSPC1 PTDSS1 PTEN PTGER4 PTGES2 PTGES3 PTH2R PTK2B PTN PTPRE PTPRN2 PTPRR PTPRT PTRH2 PTS PTX3 PUM2 QPCT R3HDM1 RAB11A RAB2A RAB3A RAB6A RAB7A RABEPK RAD23B RAD51C RALB RANBP2 RANBP9 RAP1GDS1 RAPGEF4 RAPGEFL1 RASA4 RASAL1 RB1CC1 RBBP7 RBMX RBX1 RCAN2 RCHY1 RCN2 RCOR1 RDH11 RECQL REEP2 REEP5 RFC5 RFPL1S RFPL3S RFX5 RGS14 RGS2 RGS20 RGS4 RGS7 RHEBP1 RIDA RIMS2 RIPOR2 RIT2 RNASET2 RNF11 RNF14 RNF38 RNF5 RNF6 RNMT ROBO1 ROCK2 RPE RPL14 RPL15 RPL31 RPL35A RPL38 RPL6 RPN2 RPP30 RPRM RPS21 RPS26 RRAGA RSU1 RTL8A RTL8C RTN1 RTN2 RTN3 RTN4 RUNDC3A RUNX1T1 RUSC1 RXYLT1 S1PR1 SACS SAMM50 SAP18 SAT1 SC5D SCAMP1 SCAPER SCCPDH SCFD1 SCG3 SCG5 SCHIP1 SCN1A SCN2A SCN3A SCN3B SCP2 SCRG1 SDHA SDHB SDHD SEC13 SEC23B SEC23IP SEC31A SEC61A2 SELENOF SELENOT SEM1 SEPTIN6 SERGEF SERINC3 SERPINI1 SEZ6L SFPQ SH3BGRL SH3GLB2 SH3YL1 SHANK1 SHANK2 SHC3 SIRT3 SKAP2 SKIC8 SLC12A5 SLC1A1 SLC1A4 SLC25A11 SLC25A12 SLC25A14 SLC25A3 SLC25A32 SLC25A5 SLC25A6 SLC30A9 SLC35A1 SLC35B1 SLC4A3 SLC6A1 SLC9A6 SLCO1C1 SLIT2 SMAP1 SMARCA2 SMYD2 SNAP25 SNAPC5 SNCA SNCG SNN SNRK SNRNP27 SNRPA1 SNRPD2 SNRPN SNTG1 SNU13 SNX10 SNX3 SNX4 SOCS2 SON SORBS2 SORCS3 SPCS1 SPG21 SPINT2 SRD5A1 SRP19 SRP54 SRP72 SRPK2 SRPRA SRSF2 SRSF3 SRSF5 SSB SSBP1 SSR1 SST ST6GALNAC5 STAM STAMBP STAT1 STK24 STMN2 STMN3 STOML1 STS STX1A STXBP1 STXBP5L SUB1 SUCLA2 SULT4A1 SUMO1 SUMO2 SUPT4H1 SUPT7L SV2A SV2B SYN1 SYN2 SYNCRIP SYNGR1 SYNGR3 SYNJ1 SYT1 SYT5 TAC1 TACC2 TACO1 TAF9 TAGLN3 TARBP1 TASP1 TBCA TBK1 TBPL1 TCEAL1 TCEAL2 TCERG1 TDP2 TENM1 TERF2IP TFDP1 TFRC THOC5 THY1 THYN1 TIGAR TIMM17A TIMM23 TLE5 TLK1 TM2D1 TM2D3 TM6SF1 TMBIM6 TMED2 TMEFF1 TMEM126B TMEM147 TMEM14A TMEM208 TMEM50A TMOD1 TMSB10 TNFRSF21 TOMM20 TOMM70 TOP1 TOR1A TOX TOX3 TPBG TPD52L1 TPGS2 TPI1 TRIB1 TRIM32 TRIM36 TRIM37 TRMT11 TRO TRPC1 TRRAP TSG101 TSNAX TSPAN13 TSPAN3 TSPAN7 TSPOAP1 TSPYL1 TTC1 TTC3 TUBB2A TUBB4B TUBG2 TUFM TXN TXNDC9 UAP1 UBA3 UBC UBE2A UBE2B UBE2D3 UBE2E3 UBE2G1 UBE2M UBE2N UBE2V1 UBL3 UBL5 UBP1 UBXN4 UCHL1 UCHL3 UGGT2 UGP2 ULK2 UQCC1 UQCR10 UQCR11 UQCRC1 UQCRC2 UQCRH UQCRQ UROS USE1 USO1 USP10 USP14 USP15 USP25 USP33 USP6 USP9X USP9Y UTP18 UTP25 UXS1 VAMP1 VAMP2 VAMP7 VARS1 VBP1 VCP VDAC1 VDAC3 VEGFA VIP VLDLR VMP1 VPS33B VPS41 VSNL1 VWF WASF1 WASHC3 WBP11 WBP4 WDHD1 WDR12 WDR7 WFDC1 WIF1 XK XPO7 YIPF3 YME1L1 YPEL5 YWHAB YWHAH YWHAZ ZC3H15 ZFR ZMAT3 ZMYM4 ZNF142 ZNF184 ZNF204P ZNF207 ZNF706 ZNF75D ZNHIT3 ZW10 BLALOCK_ALZHEIMERS_DISEASE_INCIPIENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLALOCK_ALZHEIMERS_DISEASE_INCIPIENT_DN ACAD8 ACTN1 ACTR1B ADGRB2 AHSA1 ALDH2 ALOX5AP AP3S1 APC ARCN1 ARF3 ARHGEF4 ASPH ATIC ATP2A2 B4GALNT1 BBLN CACYBP CAMKK2 CCNL1 CCT2 CCT3 CCT4 CCT5 CD59 CDC27 CDK7 CEPT1 CKS2 CLDN10 CLIC2 CLIP3 COL4A1 COL5A2 COPS5 COX7A2L COX7C CRH CSNK1G3 CSNK2A1 CUL2 DDN DDX5 DEAF1 DENND4A DIPK1A DLGAP2 DNAJA1 DNAJC8 DRAP1 ECH1 EIF2B1 EIF2B3 ELMO2 FAIM2 FCER1G FHL1 FKBP1B FSD1 GABRB3 GET1 GLRX GLUL GNAS GNB1 GPR22 GRPEL1 GTF2A2 HADH HLA-G HSP90AA1 HSP90AB1 HSPA5 HSPH1 IPO7 KCNIP1 KIDINS220 KIF1B KIF5C LAMTOR2 LGALS8 MAOA MAP2K4 MARS1 MED17 MEF2A MFN1 MGA MGLL MKKS MPV17 MRPL15 MXD1 NDUFB3 NDUFB8 NEDD8 NELL1 NSFL1C OPA1 ORC5 PAFAH1B1 PAK3 PALM2AKAP2 PANX1 PARP1 PCNT PCP4 PDHA1 PDHX PDIA6 PFDN2 PGS1 PIP5K1C PPA1 PPP3CA PPP3R1 PSMC2 PTPRR RAD51C RANBP2 RAPGEFL1 RB1CC1 REEP5 RGS14 RGS20 RGS4 RIMS2 ROBO1 ROCK2 RPE RPL14 RPL38 RPL6 RPN2 RSU1 SAT1 SCN3A SDHA SEC23B SEC31A SLC25A6 SNU13 SST SUPT7L TAC1 TENM1 TFDP1 TMEM147 TMOD1 TOP1 TOX3 TRO TSPOAP1 TTC3 TUBG2 UBP1 UROS USP15 USP6 UTP18 VAMP1 WFDC1 ZFR ZMAT3 ZNF207 ZW10 BLALOCK_ALZHEIMERS_DISEASE_INCIPIENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLALOCK_ALZHEIMERS_DISEASE_INCIPIENT_UP ACTR8 ADCY7 ADD3 ADGRA3 AGFG2 AGO1 AGTR1 AKAP13 AKAP9 ALMS1 ANGPT1 ANGPTL2 ANP32B APLNR APOC1 APOC4 APOL2 APP ARFGAP1 ARFGAP2 ARHGAP17 ARHGEF15 ARID1A ARID4A ARPC1B ASCL1 ATG3 ATP10D ATP8B1 BGN BRAP BRD1 BRS3 C5 CALML4 CASP6 CAST CCDC59 CD44 CD58 CDC14A CDC42EP4 CDC5L CDK2AP1 CEBPA CEP350 CFLAR CHD2 CLDN18 CLDN5 CLIC1 CLU CNPY3 COG4 COL8A2 COTL1 CPM CPNE3 CPQ CPSF1 CPT2 CR1 CRYBG1 CSDE1 CSF1 CSNK2A2 CTDSP1 CTDSP2 CTPS2 CTRC CTSL CTSS CUL4A CYP11A1 CYP39A1 CYP4F3 DAO DAPK2 DARS1 DBF4 DCN DGCR6 DICER1 DIP2A DLX4 DMC1 DPF3 EDNRA EFEMP1 EFEMP2 EIF2AK2 EIF5B EMID1 ENAH ENOSF1 EP300 EPS8 ERAL1 ERAP1 ERBIN ERF ERLIN2 ESS2 EWSR1 F2R FADS1 FAM3A FAXDC2 FBN1 FBN2 FBXW4 FBXW4P1 FGFR3 FGL1 FLII FLNC FNBP1 FUT2 FYN FZR1 GABRQ GAMT GBP1 GDF1 GGCX GIPC1 GJA1 GLI2 GMPR GNAI3 GNAZ GOLGA4 GOSR2 GPR107 GPSM3 GRM6 GSK3B GTF2H1 GTF2H3 GTF2I H2AJ H2AZ2 H3-3B HAO2 HERC5 HLA-DPA1 HMGB3 HNRNPUL1 HOXB5 HOXC4 HS2ST1 ID4 IFNA5 IFNG IFT74 IKZF4 IL10RA IL10RB IL13RA1 IL17RA IL18 IL2RG IL6R INPP5K IPP ISLR ITGA1 ITGA6 ITGA7 ITPRID2 JAK3 JRK JUND KAT2B KCNJ14 KCNK10 KDSR KLF2 KLHL20 KTN1 LAMA2 LAMA4 LAMC1 LARP7 LEF1 LIMK2 LPAR4 LSM5 LUC7L3 MAB21L2 MALT1 MARCHF6 MATN2 MBP MDM1 MED1 MET MFAP1 MLANA MR1 MRM3 MT1F MYO10 MYO1A NAMPT NAP1L1 NBAS NCAPD2 NCAPG NCOA3 NDST1 NEBL NEK7 NFIC NKTR NMB NONO NOTCH4 NPAS3 NSDHL NT5C NUCKS1 NUMA1 NUP98 OASL OGG1 OS9 OSBPL11 PABPC3 PAH PBRM1 PC PCDH11X PDCL PDE4C PDGFB PDSS1 PER1 PGAP6 PGLS PGM3 PHF20 PI4K2A PI4KB PIBF1 PLAG1 PLD2 PLOD2 PLXNB2 PML POLH POLR1B PPIG PPP1R13L PRCP PRDX6 PRKAR2A PRL PRPF40A PRPF4B PSG3 PSMC3IP PTBP3 PTGIS PTGS1 PTH1R PXN QARS1 QKI RAB1B RAB2A RABEP1 RAD1 RBBP5 RBBP6 RBCK1 RBL1 RBM8A RBPJ RGS9 RHBDD3 RHOQ RNASEH2A RNASET2 RNGTT RPL13 RUNX2 RXRB S100A4 SAP30BP SCLY SEC63 SEMA3B SERTAD3 SFN SFRP1 SGK1 SGK2 SLAMF1 SLC12A3 SLC14A1 SLC19A1 SLC35A3 SLC35C1 SLC35F2 SMARCC1 SMARCC2 SMC1A SNHG20 SNRK SNX11 SNX16 SP3 SPAG1 SPIB SREBF1 SRPK2 SSH1 SSH3 SSPN SSR2 ST6GALNAC4 STAG2 SYCP2 SYF2 SYNC TACC1 TAOK2 TASOR TAX1BP3 TBC1D5 TBXA2R TCF3 TCN2 TCOF1 TENT5A TEX264 TGFBR3 THOC2 TLR1 TM7SF3 TNC TNFRSF11B TNFRSF9 TNS3 TNXA TOPORS TP53AIP1 TPD52 TRIM38 TRIM44 TRMT1L TSC22D4 TSPAN31 TSR3 TTN TTTY9A TUBD1 UGT1A10 UROD USH1C USP1 USP19 VCAN VRK3 WAS WWP2 WWTR1 YES1 ZBTB10 ZC3H7B ZFP36L2 ZHX3 ZMYM2 ZMYM5 ZNF136 ZNF160 ZNF24 ZNF253 ZNF254 ZNF268 ZNF32 ZNF350 ZNF43 ZNF444 ZNF544 ZNF7 ZNF83 ZNF84 BLALOCK_ALZHEIMERS_DISEASE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLALOCK_ALZHEIMERS_DISEASE_UP A4GNT AAR2 AATK ABCA2 ABCB6 ABCC10 ABCD4 ABL1 ABLIM1 ACAA1 ACADS ACKR3 ACOX3 ACRV1 ACSL1 ACTL6A ACTR8 ACVR1B ADAM21 ADAMDEC1 ADAMTS9 ADAP1 ADARB2 ADCY2 ADCY3 ADCY7 ADD3 ADGRA3 ADGRG1 ADGRG2 ADH1B ADIPOQ AEBP1 AFF1 AFM AGFG2 AGO1 AGPAT2 AGRN AGTR1 AHCTF1 AK1 AK2 AKAP1 AKAP13 AKAP8L AKAP9 AKR1C1 AKR1C3 AKT3 ALDH1A2 ALDH3A2 ALMS1 AMOTL2 AMPD3 ANAPC2 ANG ANGPT1 ANGPTL2 ANP32B ANXA1 ANXA2 AOC2 AOPEP AP1B1 AP3S2 AP5S1 APBA3 APLNR APOBEC1 APOC1 APOC4 APOL2 APP APTX AQP1 AQP6 ARAP1 ARAP2 ARFGAP1 ARFGAP2 ARG2 ARHGAP1 ARHGAP17 ARHGAP26 ARHGAP6 ARHGEF10 ARHGEF15 ARHGEF16 ARHGEF18 ARID1A ARID4A ARIH2 ARMC8 ARPC1B ASAH1 ASAP3 ASB1 ASB9 ASCL1 ATF5 ATG3 ATG4B ATP10D ATP6V0E1 ATP6V1D ATP7A ATP8B1 AVEN AVPR1A AZGP1 B4GALT2 BACH2 BAD BAG1 BANP BAZ1A BAZ2A BAZ2B BCAM BCAN BCAT2 BCL2 BCL6 BEST1 BFAR BGLAP BGN BHMT2 BIN1 BIN3 BIRC2 BMP10 BMP2K BMPR1A BRAP BRCA1 BRD1 BRD2 BRD3 BRD4 BRPF1 BRS3 BTG2 BTG3 BTN3A3 BTNL3 BTRC C12orf4 C15orf39 C1R C1S C21orf62 C21orf91 C3orf18 C4A C5 C7 CA1 CACFD1 CACNA1A CACNA1G CALD1 CALML4 CANT1 CAPN15 CAPN3 CARM1 CASC3 CASK CASKIN2 CASP3 CASP4 CASP6 CASP9 CAST CAVIN1 CBFB CBLB CCDC22 CCDC59 CCDC69 CCDC9 CCHCR1 CCND3 CCNI CCR10 CCZ1 CD163 CD164 CD1D CD22 CD248 CD2BP2 CD37 CD44 CD58 CD84 CD86 CDC14A CDC16 CDC25B CDC34 CDC42EP4 CDC5L CDC6 CDH4 CDIP1 CDIPT CDK10 CDK11B CDK12 CDK13 CDK2 CDK2AP1 CDKN1C CDKN2C CDR2L CEBPA CENPB CEP350 CFAP410 CFHR2 CFLAR CGGBP1 CH25H CHD1 CHD2 CHFR CHMP1A CHRNA10 CHRNA6 CHST3 CIB1 CIZ1 CKAP4 CLASRP CLDN18 CLDN5 CLEC2B CLEC2D CLEC4M CLEC7A CLIC1 CLIP2 CLU CMKLR2 CMTM6 CNOT2 CNP CNPY3 COASY COG2 COG4 COL18A1 COL1A2 COL21A1 COL4A3 COL4A5 COL6A2 COL6A3 COL7A1 COL8A2 COLGALT2 COMT COPB1 COQ7 COTL1 CPM CPNE3 CPQ CPSF1 CPT1B CPT2 CR1 CRADD CREB3 CREBBP CRHBP CRKL CRLF1 CRYBG1 CSDE1 CSF1 CSK CSNK1A1 CSNK1E CSNK2A2 CSRP2 CTAGE1 CTBP1 CTBP2 CTBS CTDSP1 CTDSP2 CTDSPL CTNNA1 CTNNBL1 CTNS CTPS2 CTRC CTRL CTSB CTSH CTSL CTSS CUL4A CUL5 CUX1 CXCL2 CXXC1 CYP11A1 CYP2C9 CYP39A1 CYP3A4 CYP4F3 CYTH1 DAAM1 DAAM2 DAG1 DAO DAPK2 DAPK3 DARS1 DAZ1 DAZAP1 DAZAP2 DBF4 DCAF7 DCLRE1C DCN DCP1A DDR1 DDR2 DDX18 DDX21 DDX27 DDX39A DDX42 DDX6 DEFA4 DENND2B DESI2 DGCR6 DGKG DHFR DHODH DHRS9 DIAPH2 DICER1 DIP2A DLEU1 DLG5 DLX4 DMC1 DMD DMPK DMWD DNAJB2 DNAJC4 DONSON DPF3 DPH1 DPH5 DPYSL3 DRD2 DSC3 DSE DSP DST DTNA DUSP22 DUSP9 DUT DYNLT1 ECE1 ECI1 ECM2 EDAR EDF1 EDNRA EEF1A1 EEF1D EEF1G EFEMP1 EFEMP2 EFNA1 EFS EGF EGFR EGLN2 EHD1 EIF2AK2 EIF2B5 EIF3B EIF4B EIF5 EIF5B ELAC1 ELF2 ELF3 ELF4 ELK1 ELOVL6 ELSPBP1 EMID1 EML2 EMP1 ENAH ENGASE ENOSF1 ENTR1 ENTREP1 EP300 EP400 EPOR EPRS1 EPS8 ERAL1 ERAP1 ERBB4 ERBIN ERCC6 ERF ERLIN2 ERP44 ESS2 ETV7 EVI2A EVI2B EWSR1 EXOSC2 EXOSC8 EXPH5 F2R FA2H FADS1 FADS3 FAHD2A FAM107A FAM193A FAM3A FAM50A FANCE FAXDC2 FBLN1 FBN1 FBN2 FBXL5 FBXL7 FBXO11 FBXO2 FBXO9 FBXW4 FBXW4P1 FDFT1 FDPS FEZ1 FEZ2 FGF1 FGFR1 FGFR3 FGL1 FICD FKBP8 FLII FLNA FLNC FMO2 FNBP1 FOLH1 FOXJ2 FOXN3 FOXO1 FOXO3 FRAT1 FSTL3 FTH1 FTL FUT2 FXR1 FYCO1 FYN FZD10 FZR1 G6PC2 G6PD GAB2 GABRQ GADD45B GADD45G GAGE1 GAK GAL3ST1 GALNT1 GALNT10 GALNT6 GALNT8 GAMT GAS1 GAS2L1 GAST GBP1 GBP2 GCC1 GCFC2 GCLC GDF1 GDF9 GEM GFAP GFPT2 GGA1 GGCX GGPS1 GGT1 GIMAP5 GIPC1 GJA1 GJB1 GLCE GLI2 GLRA3 GMEB2 GMFB GMNN GMPR GMPS GNA12 GNAI3 GNAZ GNG12 GOLGA1 GOLGA3 GOLGA4 GOLGB1 GOLIM4 GOSR1 GOSR2 GPC4 GPM6B GPR107 GPR162 GPR4 GPR65 GPRC5B GPSM3 GPX3 GRB10 GRK5 GRK6 GRM6 GSK3B GSTM4 GSTM5 GSTT2 GTF2H1 GTF2H3 GTF2I GTF3C1 GTF3C2 GTPBP1 GTPBP3 GTPBP6 GTPBP8 GTSE1 GUSB GUSBP14 GYPB H1-10 H1-2 H2AC18 H2AJ H2AX H2AZ2 H2BC21 H2BC5 H3-3A H3-3B H4C8 HADHA HAO2 HAPLN2 HBEGF HBP1 HDAC1 HDAC4 HDAC7 HDGF HELZ HEPH HERC5 HES1 HFE HGF HIP1R HIPK2 HLA-DPA1 HLA-DRB4 HLA-E HLCS HMBS HMCES HMG20B HMGB3 HMGCL HMGN3 HMGXB4 HMOX1 HNRNPA1 HNRNPH3 HNRNPM HNRNPUL1 HOMER3 HOXB5 HOXC4 HRH4 HS1BP3 HS2ST1 HSBP1 HSD17B7 HSP90AA1 HSPB2 HSPB8 HSPBAP1 HTATIP2 HTN1 HTRA2 ICAM1 ID3 ID4 IDH2 IER2 IFI16 IFIT5 IFITM2 IFNA5 IFNA7 IFNG IFRD1 IFRD2 IFT74 IGF1R IGFBP5 IGSF6 IKZF4 IL10RA IL10RB IL13RA1 IL15 IL17RA IL18 IL1R1 IL1RAPL1 IL22RA1 IL2RG IL6 IL6R IL6ST ILKAP ING2 ING3 ING4 INPP1 INPP5K INPPL1 INSIG1 INSR IPP IQGAP1 IQGAP2 IRAK1 IRAK4 IRF3 IRF7 IRS2 ISLR ITGA1 ITGA10 ITGA6 ITGA7 ITGB1BP1 ITGB4 ITGB5 ITGB8 ITIH4 ITPK1 ITPKB ITPKC ITPRID2 ITSN1 JADE1 JAK3 JMJD6 JPT2 JRK JUN JUND KAT2B KAT6A KAT6B KBTBD2 KCNJ14 KCNJ15 KCNK10 KCNK5 KCNMB4 KCNN3 KDM2A KDM3A KDM5A KDM6A KDSR KHDRBS1 KHSRP KIF13B KIF14 KIF2C KIF3B KIF5B KITLG KLF1 KLF2 KLF5 KLF7 KLF9 KLHL20 KLK13 KMT2A KPNA1 KPNA6 KPNB1 KTN1 LAMA2 LAMA4 LAMC1 LAMP1 LARP4 LARP7 LAT2 LATS1 LDLR LDLRAD4 LDLRAP1 LEF1 LGALS14 LGALS3BP LGALS9 LGR5 LHX3 LIFR LILRA2 LILRA5 LIMD1 LIMK2 LIPG LITAF LLGL2 LMBR1L LMNA LMNB1 LONP1 LPAR4 LPIN1 LPL LPP LRCH4 LRP10 LRP4 LRP6 LRRC1 LRRFIP1 LRRFIP2 LSM14A LSM5 LSS LTBP2 LTBP3 LUC7L2 LUC7L3 LYST LZTR1 MAB21L2 MACF1 MACROD1 MADCAM1 MAFB MAFF MAFG MAGEB2 MALT1 MAN1B1 MAN2A2 MAN2B1 MAP2K2 MAP2K3 MAP2K7 MAP3K11 MAP3K14 MAP3K3 MAP4 MAP7 MAPK1 MAPK12 MAPKAPK2 MARCHF6 MARK3 MASP1 MAST2 MAT2A MATN2 MAX MAZ MB MBD3 MBP MC1R MCL1 MCM7 MDM1 MED1 MED13 MED22 MED24 MED6 MET METTL13 MFAP1 MGAT1 MGC16275 MICB MITF MKNK2 MKRN1 MLANA MLC1 MMP12 MMP16 MMP2 MOB1A MOCOS MPHOSPH8 MPST MR1 MRAS MRC2 MRGBP MRM3 MRPL57 MSH4 MSX1 MT1F MT1H MT1X MT2A MTA1 MTF1 MTHFS MTIF2 MTMR11 MTUS1 MUC1 MUTYH MVK MX2 MXD4 MXI1 MYBL1 MYBPC1 MYCN MYLK MYO10 MYO15B MYO18A MYO1A MYO1C MYO1E MYO5C MYO6 MYO9B MYOM1 MYOT MYRF MZF1 N4BP1 NAA10 NADK NAGA NAIP NAMPT NAP1L1 NAP1L4 NAV2 NBAS NCAM1 NCAPD2 NCAPG NCK1 NCOA3 NCOR2 NCSTN NDE1 NDST1 NEBL NEIL1 NEK1 NEK7 NEK9 NELFA NEU3 NFASC NFATC1 NFATC3 NFE2L1 NFE2L3 NFIB NFIC NFKB1 NFKBIA NFX1 NGDN NID1 NIPBL NKIRAS2 NKTR NMB NME3 NME4 NNMT NOCT NOLC1 NONO NOP14 NOP2 NOP53 NOP56 NOSIP NOTCH4 NPAS3 NPC1 NPEPPS NPRL3 NQO1 NR1D1 NR2F1 NR2F6 NR4A3 NRP2 NRXN2 NSDHL NSUN5P1 NT5C NTRK3 NUCKS1 NUDC NUFIP1 NUMA1 NUMB NUP160 NUP205 NUP214 NUP43 NUP98 NYX OASL ODC1 OFD1 OGDH OGG1 OR2C1 OR7E2P OS9 OSBPL11 OSER1 OSGIN2 PABPC1 PABPC3 PABPN1 PACSIN2 PAH PAK2 PAK4 PALLD PAPPA2 PARD3 PATZ1 PAWR PAX6 PBRM1 PBX2P1 PBXIP1 PC PCDH11X PCDH17 PCDH9 PCM1 PCSK5 PDCD4 PDCL PDE4C PDE4D PDGFB PDGFRB PDIA4 PDLIM2 PDLIM3 PDLIM4 PDPN PDSS1 PDSS2 PEBP1 PECAM1 PELP1 PER1 PER2 PFKFB3 PGAP6 PGC PGLS PGM3 PHC2 PHF1 PHF10 PHF20 PHF21A PHKA2 PHLDA2 PHLDA3 PI4K2A PI4KB PIAS4 PIBF1 PICK1 PIDD1 PIGA PIK3C2B PIK3C3 PILRA PIM1 PIN4 PIP4K2A PIP5K1A PITPNC1 PKD1 PKN1 PLA2G5 PLA2G6 PLAAT4 PLAG1 PLAGL1 PLAGL2 PLCE1 PLCG2 PLCL1 PLD2 PLEC PLEKHA5 PLG PLIN3 PLOD1 PLOD2 PLOD3 PLSCR3 PLXNB2 PML PNISR PNPLA6 POGZ POLH POLR1B POLR1C POLR1D POLR2H POLR2M POLR3C POLRMT POM121L9P POP5 POU4F2 PPARD PPDPF PPFIA1 PPFIBP2 PPIG PPM1B PPM1D PPM1F PPP1CC PPP1R13L PPP1R14B PPP1R15A PPP1R1A PPP1R9A PPP2R1B PPP2R5D PPP6R3 PPT2 PRAME PRCP PRDM2 PRDX3 PRDX6 PRELP PRKAR2A PRKD2 PRKX PRL PRLR PRMT2 PROX1 PRPF40A PRPF4B PRPF6 PRPF8 PRRX1 PSD4 PSEN2 PSG3 PSKH1 PSMC3IP PSME4 PSMF1 PTBP1 PTBP3 PTCH1 PTCRA PTDSS2 PTGDR2 PTGIS PTGS1 PTH1R PTMA PTP4A2 PTP4A3 PTPA PTPRF PTPRH PTPRK PTTG1IP PUM1 PURA PXN PZP QARS1 QKI R3HDM1 RAB11B RAB13 RAB1B RAB22A RAB2A RAB31 RAB3GAP1 RABEP1 RABGAP1 RAC1 RAD1 RAD51AP1 RALA RALBP1 RALGDS RALGPS1 RALY RAMP1 RANBP3 RANGAP1 RARB RARRES2 RASA4 RASGRP2 RASGRP3 RASL12 RBBP5 RBBP6 RBCK1 RBL1 RBM10 RBM15 RBM3 RBM38 RBM4B RBM6 RBM8A RBMS1 RBMS2 RBMS3 RBMX2 RBPJ RBPMS RC3H2 RCC1L REC8 REG3A REPIN1 RER1 REST RFNG RFX4 RGN RGS12 RGS16 RGS9 RHBDD3 RHOBTB3 RHOQ RIMS2 RIN3 RLN1 RNASEH2A RNASET2 RNF19A RNF216 RNF24 RNF8 RNGTT RNPEPL1 RO60 ROCK1 ROS1 RP2 RPGRIP1 RPL10 RPL13 RPL13A RPL18 RPL28 RPL31 RPL37A RPL39 RPL4 RPL5 RPLP2 RPS19 RPS28 RPS4X RPS6KA1 RPS6KA5 RRAGC RRAGD RRBP1 RREB1 RSF1 RUFY1 RUNX2 RXRB RXRG RYBP RYK S100A11P1 S100A12 S100A4 SAE1 SALL2 SAP25 SAP30 SAP30BP SART1 SAV1 SCAF4 SCAMP2 SCAMP3 SCARB1 SCLY SCRIB SEC11A SEC14L2 SEC22A SEC24A SEC24C SEC62 SEC63 SECTM1 SELENOP SELL SEMA3B SEMA3C SEMA3F SEMA4C SEMA4F SEMA4G SENP3 SEPHS1 SEPTIN2 SEPTIN6 SEPTIN9 SERPINA3 SERPINA4 SERPINB4 SERPING1 SERPINI2 SERTAD2 SERTAD3 SET SETD2 SF3A2 SF3A3 SF3B3 SFN SFRP1 SFRP4 SFSWAP SFTPC SFXN3 SGK1 SGK2 SGPL1 SGTA SH3BP2 SHC1 SHMT2 SINHCAF SIRT2 SIRT6 SIRT7 SLAMF1 SLC11A1 SLC12A3 SLC12A7 SLC12A9 SLC13A1 SLC14A1 SLC19A1 SLC1A7 SLC22A14 SLC25A1 SLC25A21 SLC25A40 SLC26A2 SLC29A2 SLC2A1 SLC2A4RG SLC2A9 SLC33A1 SLC35A2 SLC35A3 SLC35C1 SLC35F2 SLC38A1 SLC4A4 SLC4A7 SLC6A8 SLC7A5 SLC7A6 SLCO3A1 SLK SMAD1 SMAD2 SMAD4 SMAD5 SMARCC1 SMARCC2 SMARCD1 SMC1A SMC4 SMOX SNAI2 SNAPC1 SNAPC2 SNED1 SNHG14 SNHG20 SNRK SNRNP35 SNRNP70 SNTA1 SNX11 SNX16 SNX6 SOD2 SORBS1 SORD SOX12 SOX13 SOX2 SOX9 SP100 SP110 SP3 SPAG1 SPAG6 SPAG9 SPARC SPEN SPHK1 SPIB SPOP SPSB1 SPSB3 SPTLC2 SREBF1 SREBF2 SRPK2 SRPX SRRM2 SRRT SSH1 SSH3 SSPN SSR2 ST18 ST3GAL4 ST6GALNAC4 ST8SIA1 STAG1 STAG2 STARD3 STAT6 STAU1 STIM1 STK10 STK11 STK38L STOM STX5 SUMO3 SUN2 SUPT20H SUV39H2 SYCP2 SYF2 SYNC SYNM TACC1 TAF11 TAF15 TAF5 TAFAZZIN TAGLN TAOK2 TAP1 TAPBP TAS2R16 TASOR TAT TAX1BP3 TBC1D2 TBC1D5 TBL1X TBX6 TBXA2R TCF20 TCF3 TCF7 TCF7L1 TCF7L2 TCN2 TCOF1 TENT5A TES TEX264 TF TFAP2A TFE3 TFEB TFEC TGFB1 TGFB1I1 TGFB2 TGFBR3 TGIF1 TGIF2 THOC1 THOC2 THRA TIMELESS TIMM44 TIPARP TJAP1 TJP2 TLE3 TLE4 TLL1 TLR1 TM7SF3 TMBIM1 TMBIM6 TMC6 TMEM265 TMPRSS3 TMT1A TNC TNFAIP3 TNFAIP8 TNFRSF10B TNFRSF11B TNFRSF1A TNFRSF9 TNFSF10 TNIP1 TNN TNPO1 TNPO3 TNS3 TNXA TOB2 TOM1 TOP3A TOPORS TP53 TP53AIP1 TP53TG5 TPD52 TPD52L1 TPD52L2 TPI1 TPMT TPRA1 TPT1 TPTE TRAK2 TRAM1 TRBC1 TREX1 TREX2 TRIB3 TRIM10 TRIM14 TRIM24 TRIM26 TRIM38 TRIM44 TRIM49 TRIM68 TRIOBP TRIP10 TRIP4 TRMT1L TRPS1 TRPV1 TSC22D4 TSPAN2 TSPAN31 TSPAN32 TSPAN5 TSPAN6 TSPO TSR3 TTF1 TTLL3 TTN TTTY9A TUBA1A TUBA3C TUBA8 TUBD1 TULP3 TXLNA TXNIP TYK2 TYMP U2 U2AF2 UBAP2 UBE2C UBE2D4 UBE2L3 UBE3B UBFD1 UBN1 UBXN1 UCN UGCG UGT1A10 ULK2 UNG UPF1 UPF3A UROD USF2 USH1C USP1 USP10 USP13 USP19 USP22 USP3 USP33 USP4 USP47 USP48 USP7 USPL1 UST UTP14C UVRAG VAMP3 VAT1 VCAM1 VCAN VEGFB VEGFC VEZF1 VGLL4 VPS11 VRK2 VRK3 WAS WASF2 WDR45 WDR6 WFDC2 WFS1 WHRN WIPF2 WIPI2 WNK1 WNT7B WRN WWC3 WWOX WWP2 WWTR1 YES1 YY1 ZBTB10 ZBTB16 ZBTB17 ZBTB20 ZC3H4 ZC3H7B ZC3HAV1 ZDHHC11 ZFAND3 ZFHX3 ZFHX4 ZFP36 ZFP36L1 ZFP36L2 ZFPL1 ZFTRAF1 ZHX3 ZIC1 ZMIZ1 ZMYM2 ZMYM4 ZMYM5 ZNF12 ZNF131 ZNF133 ZNF136 ZNF148 ZNF160 ZNF175 ZNF180 ZNF195 ZNF202 ZNF211 ZNF232 ZNF236 ZNF24 ZNF253 ZNF254 ZNF264 ZNF268 ZNF274 ZNF277 ZNF32 ZNF337 ZNF350 ZNF358 ZNF410 ZNF43 ZNF444 ZNF473 ZNF514 ZNF544 ZNF7 ZNF83 ZNF84 ZP3 ZRSR2 BLANCO_MELO_BETA_INTERFERON_TREATED_BRONCHIAL_EPITHELIAL_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BETA_INTERFERON_TREATED_BRONCHIAL_EPITHELIAL_CELLS_DN A2ML1 AATBC ABHD14A ADAMTSL4 ADM5 AIF1L ALDH3B2 ANKRD18A ANKRD22 ANKRD35 ANO8 ANPEP ANXA9 AQP3 ARHGAP33 ARHGEF4 ATP12A ATP6V1E2 BICDL2 BNIPL C15orf62 C21orf58 CALB1 CALML5 CAPN14 CARD14 CASTOR1 CBX2 CCDC78 CCDC88B CEACAM5 CEBPA CEBPA-DT CEP131 CEP68 CES3 CHTF18 CLCA4 CNFN CNKSR3 COQ8A CRABP2 CRCT1 CSTA CSTB CTSV CWH43 CXXC5 CYSRT1 DBP DDX11 DDX12B DDX12P DEGS2 DGAT2 DHRS9 E2F1 E2F8 ECM1 EFNA3 EFNA4 EFS EME1 ENSG00000205890 EPB41L3 EPHA4 EPHB3 EPHX3 EPN3 EVPL FAM117A FAM238C FAM25A FAM86B3P FAM86C1P FBF1 FOXRED2 FZD2 GDPD3 GRHL3 GSEC GUCY1A1 H19 HERC2P2 HES5 HEY1 HOPX HPGD HROB HYAL1 IDI2-AS1 IFITM10 IGFL1 IRAG2 ITGB7 IVL JMJD7 KALRN KCP KIFC2 KLK10 KLK11 KLK12 KLK13 KLK7 KLK8 KMT5C KRT16 KRT24 KRT78 LCE3D LINC01559 LMCD1 LRRC20 LRRC45 LUARIS LURAP1L LY6D LYNX1 LYPD3 MAB21L4 MEIS1 MIR1915HG MIR600HG MUC21 MUTYH MVK MYZAP MZF1 NBEAL2 NCCRP1 NECTIN4 NGEF NLRX1 NOXA1 OSR1 PADI1 PALMD PGLYRP4 PHLDB3 PLA2G4E PLA2G4F PLA2G6 PLBD1 PLEKHH3 PLLP PLXNB3 PPFIBP2 PPP1R3C PRICKLE2 PRR15L PRRT3-AS1 PRSS27 RAP1GAP RAPGEFL1 RARB RASAL1 RASL11B RBBP8NL RCOR2 RFX2 RHCG RHOBTB1 RHOV RMI2 RNF208 RPTN S100A12 S100A7 S100A8 S100A9 SBSN SCNN1B SERF2 SERPINB3 SH3BP5-AS1 SIX5 SLC25A27 SLC37A2 SLC43A2 SLPI SMO SOX6 SPINK5 SPINK7 SPRR1A SPRR1B SPRR3 SULT2B1 SYT8 SYTL1 TBC1D8 TCN1 TEDC1 TEDC2 TENT5B TGFB3 THAP8 TJP3 TMEM184A TMEM45B TMEM86A TMPRSS13 TRIM45 TUBAL3 UNC13D VAV3 VGLL1 VSIG10L VWF WDR62 WDR90 ZNF467 ZNF608 ZNF692 ZNF862 ZSCAN31 BLANCO_MELO_BETA_INTERFERON_TREATED_BRONCHIAL_EPITHELIAL_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BETA_INTERFERON_TREATED_BRONCHIAL_EPITHELIAL_CELLS_UP ABCA1 ACE2 ADA2 ADAMTS1 ADAMTS6 ADAR ADRB2 AIDA AIM2 ANGPTL4 ANKRD1 ANKRD12 ANTXR2 APOBEC3A APOBEC3F APOBEC3G APOD APOL2 APOL6 ARHGAP29 ARK2N ARL14 ARL5B ATP10A ATP13A3 ATP6V0A4 AXL B3GNT7 B4GALNT2 BACH1 BATF2 BCL2A1 BEND3P3 BIRC2 BIRC3 BLZF1 BMAL2 BMP2 BMPR2 BPGM BTC C17orf67 C1R C1S C3 C3orf52 C6orf62 CAB39 CADPS2 CASP7 CCNA1 CCNG2 CD274 CDCP1 CDK17 CEMIP2 CFLAR CLDN1 CLDN16 CMTR1 CNP CNTN3 CORO2B CPEB2 CREB5 CSF1 CSF2 CSGALNACT2 CSRNP1 CTSO CTSS CXCL2 CXCL3 CXCL8 CYFIP2 CYP27B1 CYP2J2 DAPP1 DCLRE1C DCP1A DDX3X DDX60L DHX58 DRAM1 DTX3L DUSP1 DUSP2 DUSP4 EDIL3 EDN1 EDNRA EHD4 EIF2AK2 EIF5 ELK4 ELOVL7 ENPP4 ERAP2 ERG ESM1 ETS1 EXOC3L1 FAS FEM1C FERMT1 FGF5 FMR1 FOXN2 FSD1L FST FYB1 G0S2 GALM GBP1 GBP2 GBP3 GBP5 GCNT4 GDF15 GLRX GNAT2 GNB4 GPAT3 GPR180 GSDMD H3-5 HAS2 HBEGF HCAR2 HCAR3 HELZ2 HEPHL1 HIPK3 HS3ST2 HSD11B1 HSH2D HYCC2 IDO1 IFI16 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IGFBP3 IL13RA2 IL15 IL15RA IL16 IL1A IL1R2 IL23A IL24 IL6 IL6ST IL7R INHBA IRF1 IRF1-AS1 IRF2 IRF9 ITGA1 ITGA2 KCNQ3 KCTD12 KDM7A KDM7A-DT KIAA0040 KLF6 KRT34 KRT75 KRT8 LAP3 LCP1 LEPR LINC-PINT LMF1 LMO2 LNPEP LRATD2 LRRC3 LYSMD2 MAFF MALT1 MAN1A1 MATN2 MCTP1 MED13 MIR614 MLKL MMP13 MMP3 MOB3C MSX1 MUC16 MX1 MYD88 N4BP1 NAV3 NCALD NCOA7 NECTIN3 NFE2L3 NFKBIZ NIPAL1 NKX3-1 NLRC5 NMI NMNAT2 NOCT NPC1 NRCAM NRG1 NT5C3A NT5E NUDCD1 OAS3 OGFR OSMR PABIR3 PAMR1 PANX1 PARP12 PARP9 PCGF5 PDCD1LG2 PDK4 PDZD2 PGM2L1 PHF11 PHLDA1 PLAAT4 PLAT PLAUR PLD5 PLEKHA4 PLSCR1 PMAIP1 PML PNPT1 PODXL PPP2R2B PSG5 PSORS1C3 PTAFR PTGS2 PTK2B PTPRE QKI RAB8B RAPH1 RASA2 RASGRP3 RASSF8 RBM43 RDUR REC8 RELB RELL1 REPS2 RGMB RICTOR RIF1 RIGI RIMS2 RNASE7 RNF19B RO60 ROCK2 RP2 RPLP0P2 RPPH1 RTP4 SAMD8 SAMD9 SAMD9L SAMHD1 SCG5 SDC4 SDK1 SEC24A SEMA7A SERPINB9 SGMS2 SHC4 SHFL SIRPB2 SKIL SLC10A6 SLC16A4 SLC25A28 SLC2A12 SLC39A10 SLC41A2 SLC7A11 SLFN11 SLFN5 SMG1P1 SMG1P3 SMURF2 SNORA3A SNORD17 SOCS1 SOCS3 SOD2 SOWAHC SP100 SP110 SP140L SPOCD1 SPRY2 SPSB1 SREK1IP1 STARD4 STARD5 STAT2 STAT5A STBD1 STK17A SYNJ2 SYT12 TAGAP TAP1 TAP2 TDRD7 TENT5A TFRC TGFA TGM2 THBS1 THEMIS2 TLR2 TMEM106A TMEM140 TMEM158 TMEM217 TMEM229B TMEM47 TMEM62 TNFAIP3 TNFRSF10A TNFSF10 TNFSF15 TOR1AIP1 TRAF3IP3 TRANK1 TRIM14 TRIM21 TRIM25 TRIM38 TRIM5 TRIM56 TRIML2 TRPV3 TXNRD1 UBA7 UBASH3B UBXN2A UCA1 UGDH USP12 USP18 VEGFC WFDC2 WIPF1 WNT10A WNT9A XAF1 XRN1 ZBED6 ZBP1 ZC3H12C ZCCHC2 ZMYND15 ZNF107 ZNF800 ZNFX1 ZPLD1 BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_DEL_NS1_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_DEL_NS1_INFECTION_DN ANLN ARPIN ASF1B ATAD5 AURKA AURKB BAIAP2-DT BIRC5 BLM BRCA1 BUB1B CAMK1 CASTOR1 CBX2 CCDC18 CCDC34 CCNA2 CCNB2 CDC25A CDC25C CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA5 CDCA7 CDCA8 CDKN3 CDT1 CEBPA-DT CENPE CENPF CENPI CENPM CENPO CEP55 CES3 CHTF18 CIT CLSPN DDX11 DDX12P DEPDC1B DHFR DIAPH3 DTL E2F1 E2F8 EME1 EPN3 ERCC6L EXO1 FADS1 FAM111B FAM161A FANCB FANCG FANCI FEN1 FOXA2 FOXM1 GCNT3 GINS2 GINS4 GOLGA2P5 GPATCH11 HASPIN HILPDA HJURP HMMR HROB IDI2-AS1 IRAG2 JRK KANK2 KIF11 KIF14 KIF15 KIF18B KIF20A KIF24 KIF2C KIF4A KIFC1 KNL1 LINC00847 LMNB1 LUARIS LURAP1L MAP3K12 MCM10 MCM2 MCM4 MCM7 MEX3A MFSD13A MIPEPP3 MIR503HG MND1 MSTO2P MTFR2 MYBL2 NCAPG NCAPG2 NCAPH NEIL3 NEK2 NEXN NSD2 NUF2 NUSAP1 OIP5 ORC1 OSBPL7 PADI1 PADI3 PCLAF PER2 PGPEP1 PHGDH PIK3C2B PIMREG PKMYT1 PLK1 PLK4 PPARGC1B PRC1 PRIM1 PRR11 PRR15L PSRC1 PTTG1 RAD51 RAD54L RARB RBBP8NL RBL1 RFXAP RHNO1 RRM2 S1PR5 SFXN2 SGO1 SHCBP1 SKA1 SKA3 SLC46A1 SLITRK6 SNHG4 SPAG5 SPC25 SUV39H1 TACC3 TCF19 TEDC2 TEF TFAP4 THBD TK1 TMCC2 TOP2A TRAIP TRIM45 TROAP TTK TUBAL3 UBE2C UBE2T UCN2 UHRF1 UPK3B VAV3 WDHD1 WDR62 WDR76 XRCC2 ZNF248 ZNF324B ZNF331 ZNF395 ZNF608 ZNF714 ZNF782 ZNF90 ZSCAN31 ZWINT BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_DEL_NS1_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_DEL_NS1_INFECTION_UP ABCD1 ABHD17B ACE2 ACHE ACTL10 ACTN2 ADAM8 ADAMTS15 ADAMTS4 ADAR ADCY4 ADM ADPRM AIM2 AKAP7 ALAS1 ANGPTL2 ANGPTL4 ANKK1 ANTXR2 APOBEC3A APOBEC3B APOBEC3F APOBEC3G APOL1 APOL2 APOL3 APOL6 ARC ARHGAP25 ARID5A ARL14 ARRDC3 ARSI ATP10A ATP5F1E AVIL AZI2 AZIN2 B2M B3GALNT1 B3GNT2 B3GNT7 BAIAP3 BATF2 BBC3 BCL2A1 BCL2L11 BCL2L13 BCL2L14 BCL3 BIRC2 BMF BMP4 BPGM BST2 BTC BTN3A1 BTN3A2 BTN3A3 C11orf96 C15orf39 C17orf67 C1QTNF1 C1R C1S C2CD4A C2orf66 C3 C3AR1 C6orf62 CAB39 CACHD1 CALCRL CALHM5 CARD16 CARD17P CARD8-AS1 CASP1 CASP10 CASP7 CAVIN2 CBR3 CBR3-AS1 CBX4 CCDC9 CCL22 CCNA1 CCNL1 CCT6P1 CD38 CD40 CD83 CDC42EP3 CDC42EP4 CDK17 CDKN1C CDKN2C CEACAM1 CEBPB CERS3 CFAP45 CFLAR CGAS CHAC1 CIMAP1B CITED2 CLCA3P CLCF1 CLDN16 CLIC2 CLIC4 CLUHP3 CMPK2 CMTR1 CNP CORO6 CPEB3 CRISPLD2 CSF1 CSF3 CSRNP1 CSRNP2 CXCL10 CXCL16 CXCL2 CXCL3 CXCL5 CXorf38 CYLD CYP2J2 DAPP1 DCLRE1C DDX3X DDX60L DENND3 DEPDC7 DEPP1 DHX58 DISP3 DLC1 DLX2 DLX3 DLX5 DMRTA2 DNAJA1 DPP4 DTX3L DUSP1 DUSP2 DUSP5 DUSP8 EDARADD EDN1 EDN2 EDNRA EFNA1 EGFLAM EHD4 EIF2AK2 ELF1 ELK4 EMC9 ENC1 EPB41L4A-DT EPGN EPHB3 EPSTI1 ERAP2 ERG ETS2 ETV7 EXOC3L1 FA2H FAM222A FAM43A FAM53C FAM76B FAP FAS FBXO6 FGF2 FGF5 FHL3 FIBIN FLT3LG FMR1 FSD1L FSIP1 FUT2 FUT4 FYB1 FZD5 FZD7 FZD8 GALM GATA3 GATA6 GBP1 GBP2 GBP3 GCA GCH1 GEM GLCCI1 GLRX GNA13 GNB4 GPBP1 GPR180 GPR37 GRAMD2B GRB10 GRIP2 GSAP GSDMD GTPBP1 H2AC25 H2BC11 H3C10 H3C4 HAP1 HAPLN3 HBEGF HCAR2 HCAR3 HDX HELZ2 HERC5 HERC6 HES4 HES6 HEXD HIP1R HLA-A HLA-B HLA-C HLA-DOB HLA-E HLA-F HLA-H HLA-L HNRNPLL HS3ST1 HSD11B2 HSD17B7P2 HSH2D HSPA1B HSPA2 HSPA6 HSPB8 ICAM1 ICOSLG ID2 ID4 IER2 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNL4 IFRD1 IGFBP3 IKBKE IL10RA IL12A IL15 IL15RA IL16 IL1A IL1B IL1R2 IL22RA1 IL23A IL36G IL7 ILDR1 IMPA1 ING1 IRAK2 IRF1 IRF1-AS1 IRF2 IRF6 IRF7 IRF9 IRX5 ITIH4 JUN JUNB KALRN KBTBD7 KBTBD8 KCNJ15 KCNK5 KCNQ4 KCNS3 KDM7A-DT KIAA0040 KLF10 KLF2 KLF4 KLF9 KLHDC7B KRT34 KRT6B KRT75 LAMA2 LAP3 LGALS3BP LGALS9 LGMN LIF LIN52 LINC02591 LINS1 LMO2 LY6E LYN LYPLA1 LYSMD2 MAFA MAFF MAP3K11 MAP3K14 MARCHF3 MARCKSL1 MASTL MCUB MEF2C METRNL MFSD14A MIR155HG MLKL MMP13 MOB3C MORC3 MRGPRX3 MSX2 MTMR11 MUC15 MUC16 MX1 MX2 MXD1 MYD88 N4BP1 NCF2 NCOA7 NECTIN3 NEFM NEURL3 NFATC1 NFE2L3 NFKB1 NFKB2 NFKBIA NFKBID NLRC5 NMI NOD1 NOD2 NPR1 NT5C3A NUAK2 NUB1 NUDCD1 NXT2 OAS1 OAS2 OAS3 OASL OGFR OLR1 OPTN OSR2 OVOL1 PABIR3 PALM PAMR1 PANX1 PAOX PARP10 PARP12 PARP14 PARP8 PARP9 PDCD1LG2 PDE4B PGLYRP4 PGM2L1 PHACTR4 PHF11 PI4K2B PIK3AP1 PIK3R3 PKIB PLAAT2 PLAAT4 PLAT PLAUR PLEKHA7 PLEKHF1 PLEKHF2 PLEKHG6 PLEKHO2 PLSCR1 PLSCR4 PML PNP PNPT1 PNRC1 POU3F1 PPM1J PPM1K PPP1R3B PRDM8 PRICKLE1 PRICKLE4 PRKD2 PRR15 PSMB10 PSMB8 PSMB8-AS1 PSMB9 PSME2 PSORS1C3 PTGER2 PTGS1 RAB8B RABGAP1L RAD9A RASEF RASGEF1B RASGRP3 RASL11B RASSF10 RASSF5 RBCK1 RBM11 RBM43 RCAN1 RDH10 RDUR REC8 RELL1 RET RGMB RGMB-AS1 RGS16 RHEBL1 RHOB RICTOR RIGI RIMS2 RIPK1 RIPK2 RIPK3 RND1 RNF114 RNF122 RNF152 RNF19B RNF213 RNF223 RNF39 RP2 RSAD2 RTKN2 RTP4 SAMD9L SAMHD1 SBNO2 SCN3A SCO2 SECTM1 SEMA7A SENCR SEPTIN4 SERPINB9 SGK1 SHFL SHISA2 SIDT1 SIRPB2 SIRT1 SIX1 SLC12A7 SLC15A3 SLC16A4 SLC25A25 SLC25A28 SLC25A30 SLC2A12 SLC35E4 SLC39A8 SLC41A2 SLC44A4 SLC45A4 SLC52A3 SLC5A1 SLC6A12 SLC8A2 SLC8B1 SLCO4A1 SLFN12 SMARCA5 SMOX SNAI1 SNPH SOCS1 SOCS2 SOCS3 SOWAHB SOX13 SOX21 SOX9 SP100 SP110 SP140L SP6 SP8 SPRED3 SPRY2 SPSB1 ST7-AS1 STARD5 STAT1 STAT2 STAT5A STK19 STOML1 STX11 SUSD4 SWT1 SYNM SYNPO2 TAGAP TAP1 TAP2 TAPBP TBX3 TDRD7 TENT2 TENT4B TEP1 TESK2 TEX14 TGIF1 TGM2 TGM5 THAP3 THAP9-AS1 THEMIS2 THSD1 TICAM1 TINF2 TIPARP TLE4 TLR2 TLR3 TMEM106A TMEM140 TMEM171 TMEM229B TMEM62 TNFAIP8 TNFAIP8L3 TNFRSF9 TNFSF10 TNFSF13 TNFSF13B TNFSF9 TNIP1 TPRN TRANK1 TREX1 TRIB1 TRIB2 TRIM14 TRIM21 TRIM22 TRIM25 TRIM26 TRIM36 TRIM38 TRIM5 TRIM56 TRIM69 TTC38 TTC39B TTLL11 TYMP TYW1B UBA7 UBE2L6 ULBP1 UNC93B1 USF1 USP18 USP43 VAMP1 VASN VEGFC VEZF1 VLDLR WARS1 WHAMM WNT4 WTAP XAF1 XBP1 XDH ZBP1 ZBTB42 ZC3H12A ZCCHC2 ZFP36 ZFYVE26 ZMYND15 ZNF107 ZNF136 ZNF267 ZNF296 ZNF44 ZNF442 ZNF461 ZNF503 ZNF79 ZNF799 ZNF844 ZNFX1 ZNRF2 BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_INFECTION_DN AATBC ACBD4 ADIRF AIF1L ANKRD23 ANKRD9 ANPEP ANXA9 ARHGAP40 ATG16L2 ATP6V0E2 B3GNT8 BSPRY C10orf95 C15orf61 CALB1 CAPS CASTOR1 CCDC34 CCDC74A CCDC88B CCDC96 CDC45 COMTD1 CRIP1 CTU1 CYSRT1 DHRS9 E2F1 ECM1 ELF3 EMP2 FAM111B GABRP GCHFR GRHL3 HYAL1 IDI2-AS1 JUND LGALS7B LIMD2 LMTK3 MND1 MUC20 NICOL1 NOXA1 NUDT3 NUDT8 OSR1 PADI1 PAQR8 PCLAF PDF PPP1R14A PRR7 RAB5IF RBBP8NL RBP1 RCOR2 RDH14 RECQL4 RHPN1 RPL39 SLC25A29 SMIM5 SNCG TBX1 TEDC2 TGFBR3L TJP3 TM7SF2 TMEM125 TMEM160 TMPRSS2 TPGS1 UBE2S UPK2 UPK3B VSIG2 YPEL3 ZNF524 BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_BRONCHIAL_EPITHELIAL_CELLS_INFLUENZA_A_INFECTION_UP AOC2 ARL5B ARRDC3 ASXL2 ATP5F1E BATF2 BEND3P3 BICC1 BIRC3 C1S CCL5 CD109 CD83 CDYL2 CLDN16 COL6A1 CRYBG3 CSF1 CXCL10 CXCL11 DDI2 DDIT3 DHX58 DPP4 DTX3L EDIL3 EGFR EIF2AK2 EPSTI1 ERN1 ETV3 EXOC6B FSD1L GBP1 GTF3C4 GULP1 H2BC8 HACD2 HELZ2 HEPHL1 HERC5 HERC6 HLA-F HSPA6 ICAM1 ID2 IFI35 IGF2R IL6 IL7R IPO11 IRF9 ITGA7 ITGAV ITPR1 KBTBD8 KIF17 LIFR LIMCH1 LINC01089 LNPEP MACF1 MAFB MAN1A2 MAN2A1 MAPK8IP2 MED13 MIB1 NBEAL1 NEU3 NIPAL1 NLRC5 NOMO2 NOMO3 NR1D1 NR1D2 OLFM2 PARP9 PLAT POSTN PTGS1 PTX3 PWWP3B PYGM RAD54L2 RALGAPA2 RESF1 RGS16 RNASE7 ROCK2 SAMHD1 SDK1 SEC24A SEL1L SERPINB10 SERPINB4 SHISAL1 SIRPB1 SLC30A1 SLC5A3 SLFN5 SMG1P1 SPMIP1 TAP1 TFRC THBS1 TLN2 TMEM140 TMEM47 TNF TNFAIP3 TRAF1 TRANK1 TRIM25 TTBK2 UBXN7 UGDH ULBP1 USP18 VWA7 WFDC2 XAF1 XIST ZBED6 ZBTB10 ZBTB21 ZKSCAN1 ZKSCAN8 ZNF441 ZNF551 ZNF674-AS1 ZNF699 ZNF736 ZNF778 ZNF844 ZNFX1 ZPLD1 BLANCO_MELO_COVID19_BRONCHIAL_EPITHELIAL_CELLS_SARS_COV_2_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_BRONCHIAL_EPITHELIAL_CELLS_SARS_COV_2_INFECTION_DN ALDH3A1 ATG9B BBOX1 BLNK CD86 CDH10 CENPA CREG2 CXCL14 CYP2B7P CYP4F3 DBP EFCAB7 ENSG00000289047 EPHA4 EXTL2 FGF1 GPNMB GULP1 HSD17B3 IFITM10 IRAG2 IRF2BPL KRT15 LY6D MAF MAP7D2 MIR221 MN1 MXRA5 MYLK NANOS1 NID1 OLFML2A PADI3 PBX1 PCDH7 PDE5A PDK4 PPARGC1A PROS1 PTPRZ1 RAB15 RAB30 RBM20 SELENOP SEMA3E SOX6 SPTLC3 STON1 SYTL5 TCN1 TFCP2L1 THBD TMT1A TSC22D3 VAV3 VTCN1 ZNF488 BLANCO_MELO_COVID19_BRONCHIAL_EPITHELIAL_CELLS_SARS_COV_2_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_BRONCHIAL_EPITHELIAL_CELLS_SARS_COV_2_INFECTION_UP ADAM8 ADRB2 BCL3 BIRC3 BMP2 BPGM BST2 C15orf48 C1QTNF1 C1R C1S C3 CCL20 CDC42EP2 CFB CHST2 COL8A1 CORO1A CRCT1 CSF2 CSF3 CSGALNACT1 CXCL1 CXCL2 CXCL5 CXCL6 CXCL8 CYP27B1 DRAM1 DUSP4 EDN1 EFNA1 EHD1 EPSTI1 FAM167A FEZ1 G0S2 GBP5 HBEGF HCAR3 HELZ2 HEPHL1 ICAM1 IER3 IFI35 IFI44 IFIH1 IFITM1 IFITM3 IKBKE IL1B IL32 IL36G IL6 IL7R INHBA IRAK2 IRAK3 IRF7 IRF9 ITGB3 KRT24 KRT6B KRT75 LGALS9 LIF LINC03040 LTB MAFF MAP3K8 MMP1 MMP13 MRGPRX3 MUC21 MYEOV NEDD9 NFKB2 NFKBIA NFKBIZ NRCAM OAS1 OAS2 OAS3 OSBP2 OTUB2 P2RY6 PARP12 PARP9 PDGFB PDZK1IP1 PGLYRP4 PI3 PLAT PLAUR PLSCR1 POU2F2 PRDM1 PRSS3 RELB RHCG RHOF RHOV RND1 S100A12 S100A7 S100A8 S100A9 S100P SAA2 SAMHD1 SERPINB1 SGPP2 SLC25A37 SLC6A14 SOCS3 SOD2 SPRR1A SPRR2A SPRR2D SPRR2E SPRY4 STAT5A STC1 TCIM TGM1 TGM2 TLCD1 TMEM171 TNF TNFAIP2 TNFAIP3 TNFSF14 TNIP1 TRIM47 TRIML2 TUBA1C TUBB3 VNN1 VNN3P WFDC21P XDH ZBED2 ZC3H12A ZP3 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_DN ADI1 AHCY AKR1C4 ALDH1A1 ALDH3A2 AMBP ANK1 ANXA13 ANXA2 APOH ASB9 ATP6V0E2 BCAS1 BST1 C5 CDH17 CDK5 CENPM CLTRN CNFN CNTN1 COL21A1 CROT CYBA DCDC1 DDC DPYSL5 DSC3 EPHX1 ETFB F2RL2 F5 FAM149A FFAR4 FGFR3 FLRT2 GATM GPC1 GPX2 GSTM4 HABP2 HADH IGFBPL1 INSL4 KCNAB2 KCNJ16 KLHL4 KRT4 MAPRE2 MCM5 METRN MXD4 NDUFA13 NDUFA2 NDUFB10 NDUFS7 NRXN3 OLFML2A PBXIP1 PCDHA4 PDGFD PDK2 PRDX1 PRPS1 PSAP PSAT1 RAB26 RERG RRM2 SCARA5 SEMA3E SERPINH1 SERPINI1 SFRP4 SKP2 SLC25A10 SLC25A11 SLC40A1 SLC51B SLCO2B1 SMPDL3B SPP1 SVEP1 SWI5 TCTN3 TK1 TM7SF2 TMT1B TNFSF15 TPD52L1 TPPP3 TRIM2 TSPAN7 TUBB4A UCP2 WDR18 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_RUXOLITINIB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_RUXOLITINIB_DN ADAM12 ADGRG2 AHCY AKR1B1 AKR1B10 ALDH1A1 ALDH4A1 AMBP ANGPT1 APLP2 ASB9 C12orf57 C5 CCND3 CD38 CES1 CFI CLDN2 COL11A1 CRYAB CTSD CTSL CTSV CYBA CYP4F11 DDC DEGS2 ENPP1 EPHX1 ETFB FGB FGG G6PD GATM GBP1 GCHFR GPX2 HABP2 HHAT IFITM2 INSL4 ISOC2 KCNAB2 KRT4 MSRB1 NDUFA2 NDUFS7 OLFML3 PBXIP1 PDGFRL PHB1 PI3 PRDX1 PSAP PSMB10 PSMB3 RAB5IF RBKS RBP4 RNASEH2A ROMO1 RRM2 SCARA5 SCIN SERPINH1 SERPINI1 SLC51B SPP1 SUSD2 TF TK1 TM4SF20 TRAPPC6A TSPAN7 TXN UCP2 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_RUXOLITINIB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_RUXOLITINIB_UP ABL2 ABTB2 ACTG1P20 ADAM20P1 ADAM32 ADAM8 ADIRF ADM ADM5 ADNP2 AEBP2 AEN AGAP6 ALDH8A1 ALOXE3 ALPK3 ANKRD12 ANKRD33B ANKRD49 AOC2 AOC3 APRG1 ARC ARHGAP19 ARHGAP30 ARHGAP40 ARID3B ARID4B ARL14 ARL5B ATF3 ATF4 ATP2A1 ATP6V1G2 AURKAP1 B3GALNT2 B3GNT5 BACH2 BCL10 BCL2A1 BCL3 BDKRB2 BHLHE41 BIRC2 BIRC3 BMF BTG1 BTG2 C11orf91 C12orf50 C3orf38 CARD9 CAVIN4 CCDC116 CCDC13 CCDC144BP CCDC144CP CCDC174 CCDC73 CCDC81 CCDC85A CCL2 CCL20 CCNL1 CCNP CCNT1 CCNT2 CCR6 CD200R1 CD83 CDK5R1 CDKL3 CDKN1B CDKN2AIP CELF1 CENPA CEP85L CFL1P1 CFP CHASERR CHD1-DT CHD2 CHIC2 CHP1P2 CIART CLEC4A CLK4 CLUHP3 CNIH2 COL2A1 COLEC11 CREB5 CREBRF CRTC2 CRY1 CSKMT CSRNP1 CXCL1 CXCL2 CXCL3 CXCL8 CYLD CYP27A1 DBP DCAF4L1 DCHS1 DCP1A DDIT3 DIRAS1 DNAH17 DNAH2 DNAJC27 DRD1 DUSP10 EBLN2 EFNA1 EFNA3 EGR1 ELL EML2-AS1 ENSG00000246130 ENSG00000268403 ENSG00000284691 EPC1 EPM2AIP1 EREG ESF1 ESR1 ESRRB ETV3 EXPH5 FBXW7 FERMT3 FGF12 FGF18 FILIP1L FLCN FOS FOSB FOSL1 FOXC2 FOXN2 FRS2 FTH1P3 GADD45A GAS2L3 GCNA GDF15 GEM GNRH1 GOLGA6C GOLGA7B GPCPD1 GPM6B GPR3 GRHL1 GTF2B GUCA1B GZF1 H1-3 H2AC13 H2AC15 H2AC25 H2BC18 H2BC20P H2BC21 H2BC6 H3C6 H4C5 H4C9 HAVCR2 HBP1 HCFC2 HDAC9 HES1 HIVEP1 HIVEP2 HLA-F HLA-F-AS1 HNRNPU HOXC10 HS3ST3B1 HSF2 HYCC2 HYMAI ICAM5 IER2 IER3 IER5 IFFO1 IFNA22P IFNB1 IFT122P3 IKZF3 IKZF5 IL11 IL1A IL20RB ILF3-DT INO80D INTS6 IPCEF1 IRAK2 IRF1 IRF1-AS1 IRF4 JUN KCNAB3 KCNN1 KCNQ4 KDM6B KDM7A KDM7A-DT KLF10 KLF11 KLF4 KLF6 KLF7 KLHL3 KLK14 KLKP1 KMT2E KMT2E-AS1 KPNA5 KRTAP5-1 LAMTOR3 LCDR LDHAL6B LDLRAD4 LGALS9 LIF LILRA6 LINC-PINT LINC00115 LINC00472 LINC00926 LINC01004 LINC01089 LINC01881 LINC02995 LOX LPA LRP2BP LSMEM1 LTB MAFF MAFG MARCKS MASP2 MB21D2 MBIP MDM4 MED26 MED30 MEX3C MIER1 MIER3 MIR221 MIR23AHG MIR3685 MIR4453HG MIR497HG MIR5047 MIR561 MIR7-1 MKRN3 MPIG6B MRNIP MTSS1 MUC6 MXD1 MXD3 MYNN MYSM1 N4BP2L2-IT2 N4BP3 NAV2 NBPF10 NECAP1 NEDD4L NEURL3 NFIL3 NFKB1 NFKB2 NFKBIA NFKBID NFKBIE NFKBIZ NFYC-AS1 NGFR NHLH1 NOCT NOD2 NPC1L1 NPHS1 NPTX1 NR1D1 NR4A3 NRG4 NRIP1 NSRP1 NTNG2 OASL ODC1 OTUD3 OVGP1 P2RX5-TAX1BP3 PAN3-AS1 PCF11 PCK1 PDGFB PER1 PER2 PER3 PHF21B PIGR PIM1 PLD6 PLEKHG2 PLK1 PMS2P3 PNN POU2F2 PPP1R10 PPP1R15A PPP1R15B PPP4R1L PPP4R4 PPTC7 PRKXP1 PROM1 PROX1 PRR14 PRX PSMD6-AS2 PTBP2 PTX3 PYGM RAB2B RAB30 RAB33B RASSF5 RBAK RBBP6 RBM39 RBM48 REL RELB RFPL3S RIMOC1 RLIM RNASEK RNF6 RPS6KL1 RRN3P1 RSBN1 RSF1 SALL1 SCARNA15 SCG2 SCUBE2 SELE SEMA4A SENP7 SERPINA10 SERPINC1 SERTAD2 SERTAD3 SIM2 SIX4 SKIL SLA SLC16A14 SLC17A8 SLC26A3 SLC6A12 SLCO5A1 SMARCA4 SMNDC1 SNHG1 SNHG10 SNHG20 SNIP1 SNORA25 SNORA31 SNORA3A SNORA3B SNORA48 SNORA62 SNORA8 SNORD10 SNORD28 SNORD38B SNORD50B SOX9 SPMIP1 SPOCK2 SRFBP1 STON1 STX11 SUGT1P1 SUMO4 TAF1D TAF7L TANK TBC1D15 TBC1D22B TBX4 TET2 TET3 TEX29 THAP1 TIGD3 TIPARP TLR10 TMCC2 TNF TNFAIP3 TNFAIP8 TNFRSF9 TRAF1 TSSK3 TTC21A UBASH3A UBXN7 USP43 USPL1 VAMP2 VXN WRAP53 WTAP ZBTB10 ZBTB20 ZBTB21 ZBTB43 ZBTB49 ZBTB6 ZC3H12A ZC3H12B ZC3H4 ZEB1-AS1 ZEB2 ZFP36 ZNF101 ZNF112 ZNF14 ZNF143 ZNF160 ZNF184 ZNF211 ZNF222 ZNF26 ZNF267 ZNF280B ZNF296 ZNF300P1 ZNF317 ZNF34 ZNF432 ZNF436-AS1 ZNF44 ZNF484 ZNF543 ZNF554 ZNF555 ZNF557 ZNF567 ZNF614 ZNF615 ZNF624 ZNF627 ZNF639 ZNF669 ZNF674-AS1 ZNF764 ZNF77 ZNF776 ZNF778 ZNF799 ZNF8 ZNF805 ZNF821 ZNF830 ZNG1F ZSCAN12P1 ZUP1 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_ACE2_EXPRESSING_CELLS_UP ABL2 ABTB2 ACTG1P20 ADAM20P1 ADAM32 ADAM8 ADIRF ADM5 AEBP2 AEN AGBL3 ALDH8A1 ALOXE3 ALX3 ANKRD12 ANKRD49 ANXA2R-OT1 AOC2 AOC3 APOBEC3F APOL6 APRG1 ARC ARHGAP19 ARHGAP30 ARHGAP40 ARID3B ARID4B ARL14 ARL5B ATF3 ATF4 ATP2A1 ATP6V1G2 AURKAP1 B3GNT5 BATF2 BBC3 BCL10 BCL2A1 BCL3 BDKRB2 BHLHE41 BIRC3 BMF BMP2 BMPER BST2 BTC BTG2 BTN2A1 C11orf91 C12orf50 C2 C3orf38 CAVIN4 CCDC116 CCDC13 CCDC144BP CCDC144CP CCDC174 CCDC73 CCDC81 CCDC85A CCL2 CCL20 CCL4 CCN4 CCNL1 CCNT1 CCNT2 CCR6 CD200R1 CD274 CD83 CDK5R1 CDKN2AIP CEBPB CELF1 CENPA CEP85L CFL1P1 CFLAR-AS1 CFP CHASERR CHD1-DT CHD2 CHIC2 CHP1P2 CHST2 CIART CLEC4A CLEC4E CLK4 CLUHP3 CMPK2 CNIH2 CNOT4 CNTD1 COL2A1 COLEC11 CREB5 CRTC2 CRY1 CSKMT CSRNP1 CTDSP2 CXCL1 CXCL2 CXCL3 CXCL8 CYLD CYP27A1 DACT1 DBP DCAF4L1 DCHS1 DCP1A DDIT3 DDX60 DDX60L DHX58 DIRAS1 DLL1 DNAH17 DNAJC27 DRD1 DUSP1 DUSP10 DUSP8 DYNLT2 EFNA1 EFNA3 EGR1 EIF1B ELL EML2-AS1 ENSG00000268403 ENSG00000284691 EPC1 EPM2AIP1 EPSTI1 EREG ESRRB ETV3 F3 FBXO48 FBXW7 FERMT3 FGF12 FILIP1L FLCN FLT3LG FOS FOSB FOSL1 FOXC2 FOXN2 FRS2 FTH1P3 FYB1 GADD45A GAS2L3 GBP4 GCNA GCSAM GDF15 GEM GMPR GNRH1 GOLGA6C GOLGA7B GPBP1 GPM6B GPR3 GRHL1 GTF2B GUCA1B GZF1 H2AC13 H2AC15 H2AC25 H2BC18 H2BC20P H2BC21 H3C6 H4C5 H4C9 HBP1 HCFC2 HCG27 HDAC9 HDX HERC5 HERC6 HES1 HES7 HIVEP1 HIVEP2 HLA-F HLA-F-AS1 HNRNPU HOTAIRM1 HOXD11 HS3ST3B1 HSH2D HYMAI ICAM5 IDO1 IER2 IER3 IER5 IFFO1 IFI44 IFIT5 IFITM1 IFITM3 IFNA22P IFNB1 IFNL2 IFNL3 IFT122P3 IKZF3 IKZF5 IL11 IL15RA IL20RB IL22RA1 IL6 ILF3-DT INHBA INO80D INTS6 IPCEF1 IRAK2 IRF1 IRF1-AS1 IRF7 KCNN1 KDM6B KDM7A KDM7A-DT KLF11 KLF4 KLF6 KLF7 KLHL3 KLK14 KLKP1 KLRC2 KMT2E-AS1 KPNA5 LAMP3 LAMTOR3 LCDR LDHAL6B LGALS9 LIF LINC-PINT LINC00115 LINC00472 LINC00926 LINC01004 LINC01089 LINC01619 LINC01881 LINC02603 LMO2 LOX LSMEM1 LTB MAFF MAFG MB21D2 MBIP MCTP1 MDM4 MED26 MED30 MEIS1 MEX3C MIER1 MIR221 MIR23AHG MIR3685 MIR4453HG MIR497HG MIR561 MIR7-1 MKRN3 MLKL MPIG6B MRNIP MSC MXD1 MXD3 MYNN MYOD1 MYSM1 N4BP3 NAV2 NBPF10 NECAP1 NEDD4L NEURL3 NFE2L2 NFIL3 NFKB1 NFKB2 NFKBIA NFKBID NFKBIE NFKBIZ NFYC-AS1 NHLH1 NIPAL4 NKX3-1 NLRC5 NOCT NOD2 NPC1L1 NPHS1 NPTX1 NR1D1 NR4A1 NR4A3 NRG4 NRIP1 NSRP1 NT5C3A NTNG2 OAS3 ODC1 OTUD1 OTUD3 OVGP1 P2RX5-TAX1BP3 PARP10 PARP12 PARP9 PAXIP1-DT PCF11 PCK1 PDE4B PER1 PER2 PER3 PHF21B PIGR PIM1 PINLYP PLD6 PLEKHA4 PLEKHF2 PLEKHG2 PLSCR1 PNN PNPT1 PNRC1 POU2F2 PPM1E PPM1K PPP1R10 PPP1R15A PPP1R15B PPP4R1L PPP4R2 PPP4R4 PPTC7 PRKXP1 PROM1 PROX1 PRR14 PRX PSMB8-AS1 PSMB9 PSMD6-AS2 PTGS2 PTX3 PYGM RAB30 RAPGEF4 RASGRP3 RASSF5 RASSF8 RBAK RBBP6 RBM39 RBM48 REC8 REL RELB REM2 RFPL3S RHEBL1 RIGI RIMOC1 RNASEK RND1 RNF6 ROS1 RRN3P1 RSF1 RSRC2 RUNX2 SALL1 SCARNA15 SCUBE2 SELE SEMA4A SEMA7A SERPINA10 SERPINC1 SERPING1 SERTAD2 SERTAD3 SHFL SHOX2 SIX4 SKIL SLA SLC16A14 SLC17A8 SLC25A28 SLC6A12 SLCO5A1 SMCHD1 SMG1P3 SMNDC1 SNAI1 SNAP25 SNHG1 SNHG10 SNHG20 SNIP1 SNORA25 SNORA31 SNORA3B SNORA8 SNORD10 SNORD38B SNORD50B SOCS1 SOCS3 SOX9 SP100 SP110 SPMIP1 SPOCK2 SRFBP1 STAT2 SUGT1P1 SUMO4 SUZ12P1 TAF1D TAF7L TANK TBC1D15 TBC1D22B TCIM TET3 TEX29 TGM2 THAP1 THAP9-AS1 THEMIS2 TICAM1 TIGD3 TIPARP TLK2 TNF TNFAIP3 TNFRSF9 TNFSF13B TRAF1 TRANK1 TRIM21 TRIM38 TSSK3 TTC21A TWIST1 UBASH3A UBXN7 USP18 USP43 USPL1 VAMP2 VDR VXN WRAP53 WTAP XRN1 ZBTB10 ZBTB17 ZBTB20 ZBTB21 ZBTB43 ZBTB6 ZC3H12A ZC3H12B ZC3H4 ZEB1-AS1 ZEB2 ZFP36 ZFP36L1 ZNF101 ZNF112 ZNF136 ZNF14 ZNF143 ZNF184 ZNF211 ZNF222 ZNF26 ZNF267 ZNF280B ZNF292 ZNF296 ZNF300P1 ZNF317 ZNF34 ZNF432 ZNF436-AS1 ZNF44 ZNF484 ZNF547 ZNF554 ZNF555 ZNF567 ZNF57 ZNF627 ZNF654 ZNF674-AS1 ZNF764 ZNF77 ZNF79 ZNF799 ZNF8 ZNF805 ZNF821 ZNF830 ZNFX1 ZNG1F ZSCAN12P1 ZUP1 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_CELLS_DN ADAT3 ADH6 ANKS4B BCAS1 C9orf152 CBLN2 CCND3 CDKN2C CNTNAP2 DACT2 DDC DHCR24 DIO2 DPEP1 ELN ENHO EPHB3 FAM111B FAM222A FASN FEN1 FGFR4 GPX2 H19 H2AX HABP2 HLA-DMB HNF1A-AS1 HPDL HSPA1A INSL4 KCNK5 KLHDC7A KRT4 KRT8 LINC01559 LINC02532 LRRC45 MCM10 MCM5 MXD3 MYO1A NCALD NEB NHERF4 NR4A1 NRGN OLFML3 PACSIN1 PDF PEG10 PIK3R3 PRODH2 PRR15 PRR15L RADIL RASD1 RECQL4 RIBC2 RNF43 SCARA5 SDF2L1 SERPINA6 SFRP4 SLC25A10 SLC26A9 SOX2 SP9 SPDEF SPEF1 SYNGR4 TK1 TM4SF4 TONSL TXNDC5 UPK3B VIL1 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_A594_CELLS_UP ABCA1 ADM2 ALDH1L2 AMPD3 ANK2 ARRDC4 ATF3 ATP6V1C2 BCAT1 BCL2A1 BEX2 BMPER C15orf48 CCBE1 CCL5 CDCP1 CDH3 CFB CHAC1 CLEC4E CRYBG1 CSF2 CXCL8 DDIT3 DNAH17 ECM2 EGOT EREG EXPH5 FUT1 FYN GAS5 GBP4 GREM1 HMGN2P46 HSD11B1 ICAM1 IL1A IL1B IL3RA IL6 INHBE KCNQ3 LAMC2 MAP2 MMP1 MMP10 MTHFD2 N4BP3 NDUFA4L2 OLR1 PARP8 PCDH1 PGM5P2 PTPRE PTX3 RAB39B RASGRF2 RASGRP2 RBMS3 ROCK1P1 RPS6KA2 RUNX2 SCG5 SCN4A SDR16C5 SERPINB3 SERPINB4 SERPINB7 SLC6A15 SLFN5 SNHG32 SPMAP2 SPX STC2 TIPARP TM6SF1 TMEM156 TNFRSF9 TREM1 TRIM36 TSC22D3 ULBP1 ZFAS1 ZMAT1 ZMIZ1-AS1 BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_CALU3_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_CALU3_CELLS_DN ABCG5 ANXA10 ANXA13 CLDN2 DDC EPN3 H2AX KCNK2 LRRC45 MIR31HG MXD3 NEB NPBWR1 PCOTH PIERCE1 SCGN SMIM32 SNRNP25 SOSTDC1 SYT12 TEX15 TM4SF4 TMT1A TRMT9B BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_CALU3_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_INFECTION_CALU3_CELLS_UP ACKR4 ACTN2 ADAMTS6 ADRB2 AKAP12 ALDH1L2 AMOTL2 ANKRD1 ANKRD33B APOBEC3G APOL3 APOL4 APOL6 ARRDC3 ARRDC4 ASNS ATF3 BACH2 BAHCC1 BATF2 BBC3 BCAT1 BCL2A1 BCL2L14 BDKRB2 BEST1 BIRC3 BMP2 BST2 C11orf96 C1QTNF1 C1R C6orf58 CASP1 CAVIN2 CCL2 CCL20 CCL22 CCL5 CCN2 CD274 CD69 CH25H CHAC1 CLEC4E CMPK2 CNTN4 COL4A1 CREB5 CSF1 CSF2 CSF3 CSRNP1 CTH CX3CL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL8 CXCL9 CYP1A1 CYP1B1 CYTH4 DAPP1 DDO DDX60 DDX60L DEPDC7 DEPP1 DHX58 DNAH17 DTX3L DUOX1 DUOX2 DUOXA2 DUSP1 DUSP8 ECE1-AS1 EDN2 EGOT EGR1 EGR2 EIF2AK2 ENSG00000246130 EPSTI1 ETV7 FAP FFAR2 FGF19 FLT3LG FOSB FSD1L FUT1 FUT3 FYB2 G0S2 GADD45A GBP1 GBP1P1 GBP4 GBP5 GBX2 GIMAP2 H1-3 HAND1 HBEGF HDAC9 HDX HELZ2 HERC5 HIVEP2 HLA-J HLA-V HMGN2P46 HSD17B14 HSH2D ICAM1 IDO1 IFI16 IFI35 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFNB1 IFNL1 IFNL2 IFNL3 IFNL4 IGF2-AS IKZF3 IL10RA IL12A IL15RA IL1A IL1B IL23A IL6 INHBA INHBE IRAK2 IRF1 IRF1-AS1 IRF7 IRS2 ISG15 ISG20 ITGAM JUN KCNV1 KDM7A KIF21B KIF6 KIT KLF10 KLF4 KLF6 KLF9 KLHDC7B KMO KRTAP2-3 LAMA2 LAMP3 LEISA1 LGALS9 LHB LIFR LINC01907 LMO2 LRP2 LRRN3 LST1 LTB MAP3K8 MARCHF4 MAST4 MB21D2 MIR155HG MMP13 MT2A MUC4 MX1 MX2 NAPSB NAV2 NAV3 NCOA7 NDUFA4L2 NEAT1 NEDD4 NEURL3 NFKBIA NGFR NKX3-1 NLRC5 NLRP1 NLRP3 NOCT NOD2 NPR1 NR1D1 NR1I2 NR4A3 NT5C3A NUAK2 NUPR1 OAS1 OAS2 OAS3 OASL OTUD1 PA2G4P4 PARP10 PARP12 PARP14 PARP9 PCK1 PCK2 PDCD1LG2 PDE4B PDZD2 PER1 PGLYRP2 PHF11 PHLDB2 PKP1 PLA1A PLA2G4C PLAAT2 PLAT PLEKHG7 PMAIP1 PML PNPT1 PPM1K PPP1R15A PPP4R4 PRDM1 PSMB8-AS1 PTAFR PTGER2 PTGER4 PTGS2 PTX3 RAET1L RASGEF1B RASGRP1 RASGRP3 RBM11 RBM43 RIGI RND1 RNF213 ROCK1P1 RSAD2 RTL9 RTP4 RUNX2 SAA4 SAMD9 SAMD9L SAMHD1 SCN3A SDS SELE SEMA3A SEMA7A SERPINA10 SERPINB2 SERPINB7 SERPINB9 SERPINE1 SLC15A3 SLC16A6 SLC5A5 SLFN5 SP100 SP110 SP8 SPRY2 STAT1 STAT2 STC2 STX11 SYNPO2 SYT1 TAGAP TAP1 TCIM TDRD7 TENT5A THBS1 THEMIS2 TIPARP TLR3 TLR6 TMEM140 TNF TNFAIP2 TNFAIP3 TNFRSF11B TNFRSF9 TNFSF10 TNFSF13B TNFSF14 TRAF1 TRANK1 TRIM21 TRIM22 TRIM5 TRPC4 TXNIP UBASH3A UBE2L6 UBQLNL ULBP1 USP18 USP30-AS1 VCAM1 WFDC5 XAF1 XKR9 XRN1 ZBP1 ZBTB10 ZBTB20 ZC3H12C ZC3HAV1 ZEB2 ZFP36 ZNF267 ZNF442 ZNFX1 BLANCO_MELO_COVID19_SARS_COV_2_LOW_MOI_INFECTION_A594_ACE2_EXPRESSING_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_LOW_MOI_INFECTION_A594_ACE2_EXPRESSING_CELLS_DN ADCY5 ALDH1L2 CDH16 CPA4 CPM CST2 DPP4 KRT15 KRT19 KRT4 OLFML2A OXTR PSG5 TIMP2 BLANCO_MELO_COVID19_SARS_COV_2_LOW_MOI_INFECTION_A594_ACE2_EXPRESSING_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_LOW_MOI_INFECTION_A594_ACE2_EXPRESSING_CELLS_UP ACAN ACHE ADM5 ARC ARHGAP30 ARHGAP40 ARRDC3 ATF3 AURKAP1 BBC3 BCL3 BHLHE41 C11orf96 C1R C2orf66 CCL2 CCL20 CCL4 CCNL1 CD200R1 CD300LB CD83 CEMIP CEP85L CIART CLK1 CLUHP3 COL2A1 CREBRF CSF3 CSRNP1 CXCL1 CXCL2 CXCL3 CXCL8 DBP DCAF4L1 DDIT3 DLX2 DUSP8 DYNLT2 EFNA1 EGR1 EGR2 EGR3 EPM2AIP1 EREG FGA FGB FGF18 FGG FOS FOSB FOXC2 FOXD3 FOXN2 FRS2 FST GPR142 GRHL1 H2AC15 H2BC18 H2BC20P H2BC21 H2BC26 HLA-B HNRNPU HRH3 ICAM1 ICAM5 ID1 IER2 IER3 IER5 IGFBP1 IL1A IL23A INO80D IRF1 IRF7 JUNB KDM6B KLF10 KMT2E-AS1 LBP LINC00115 LINC00472 LINC00944 LINC01004 LINS1 LSMEM1 LTB MAFF MALAT1 MIR23AHG MIR3191 MIR3685 MIR4453HG NBEAP1 NEURL3 NFIL3 NFKBIA NFKBID NFKBIE NFKBIZ NFYC-AS1 NGFR NOTCH2NLA NR1D1 NR4A1 NR4A3 NTNG2 PCF11 PER1 PER3 PLEKHF2 PPM1E PPP1R15A PPP4R4 PRG4 PRKXP1 PRR14 PTGS2 PTX3 RASD1 REL RIMOC1 RLF RNU6ATAC RRS1-DT SAA2 SCARNA15 SCARNA2 SCARNA7 SELE SERTAD2 SIX4 SLCO5A1 SNIP1 SNORA25 SNORA28 SNORA3A SNORA3B SNORA48 SNORA63 SNORD15B SNORD50B SNORD97 SOCS3 TCERG1L TNF TNFAIP3 VGF WRAP53 ZBTB10 ZBTB21 ZBTB43 ZBTB6 ZC3H12A ZFP36 ZNF121 ZNF184 ZNF211 ZNF267 ZNF292 ZNF436 ZNF555 ZNF57 ZNF596 ZNF654 ZNF764 ZNF77 ZNF830 ZSCAN12P1 BLANCO_MELO_COVID19_SARS_COV_2_POS_PATIENT_LUNG_TISSUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_POS_PATIENT_LUNG_TISSUE_DN ACTR1B ADAM15 ADAMTS2 ADCY6 AKAP17A ARAP3 ARHGAP10 ARHGEF15 ARRDC2 ASB1 ATG4B ATP6V0A2 ATRX BAALC BAP1 BCOR BCR BLCAP C19orf48P C2CD2 CC2D1B CD82 CFAP20 CFAP36 CHFR CRIP1 CRY2 CTCF CTR9 CYP1A1 DCHS1 DLL1 DOCK6 DPH7 DTX4 EDC3 EDC4 EIF4E2 ELK3 ENTPD6 ENTR1 EXOSC7 F2RL3 FAM118A FAM32A FBXW5 FHIP2B FOS FZD4 GAK GAS6 GATA2 GLT8D1 GMPPA GRPEL2 GUCD1 H2AJ HARS2 HDHD5 HMCES ILVBL INPP5A INTS11 ITPA ITPKB ITPR1 KAT5 KCTD20 KLHDC3 LCN10 LDB1 LETM1 LMBR1L LRRC47 LZTR1 MADD MAF1 MAFG MBIP MCM7 MDC1 MEIS1 METTL3 MFAP1 MFNG MICAL3 MLXIP MOAP1 MPHOSPH10 MRTFA MTURN MYO1D NCAPH2 NDST1 NEBL NES NFATC2 NOTCH2NLA NR1D2 OSBPL5 PCID2 PER1 PHLDB1 PIK3IP1 PLEKHM1 PLEKHM2 PLXNA2 PODXL PPP1R13B PPP1R14B PPP1R16B PPP6R2 PRELID1 PRKAB1 PRKY PYCR2 RALGDS RAPGEF3 RASA3 RASSF1 RNF31 RNMT RRAD RSAD1 RXRB S100A13 SEMA3F SEPHS1 SFN SGSM2 SGSM3 SH3PXD2B SIN3B SKIC2 SLC25A29 SLC25A4 SLC25A44 SLC66A2 SLC9A1 SMPD4 SMTN SNX11 SPHK1 SPRED1 SPSB3 SREK1 STARD10 STC1 TAF1 TBCD TCERG1 TCF25 TFIP11 THAP2 THOC6 TMEM255B TRAK1 TSR1 TTC7A TUBA4A TXNDC11 ULK3 VPS54 WDR37 WDR74 XAB2 XPC YJU2B ZBTB44 ZC3H7A ZFAND2B ZNF160 ZNF451 ZSCAN18 ZSWIM8 BLANCO_MELO_COVID19_SARS_COV_2_POS_PATIENT_LUNG_TISSUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_COVID19_SARS_COV_2_POS_PATIENT_LUNG_TISSUE_UP ACOD1 ADGRE1 ALOX5AP ANKRD22 APBB1IP APOBEC3A AQP9 ARRB2 ARSL ATP7B BASP1 BCL2A1 BCL2L14 C19orf84 C3AR1 C6 CA1 CACNA1A CALHM6 CARD16 CARD17P CASP5 CCDC140 CCDC60 CCL11 CCL19 CCL4 CCL7 CCL8 CD37 CD53 CDA CDHR5 CEACAM1 CEACAM3 CHI3L1 CHI3L2 CLC CLDN2 CLEC12B CLEC4A CLEC4D CLEC4E CPLX2 CRISP3 CSF3R CSTA CXCL10 CYP19A1 CYP4F3 DAPP1 DDX60L DNAAF1 DOCK8-AS1 DOK3 EIF2AK2 EPSTI1 EVI2B F5 FCER1G FDCSP FFAR2 FPR1 FYB1 GAPT GBP5 GCH1 GPR141 GPR84 GPX2 GTSF1 H2BC21 H2BC4 HAMP HBA1 HERC5 HESX1 HLA-J HS3ST3A1 HSH2D IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFITM2 IFITM3 IGSF6 IL17C IL1RN IL27 IL2RG ISG15 KCNH7 KCNJ2 KCNJ2-AS1 KLK10 KRT81 LAMP3 LCP1 LCP2 LILRA5 LILRA6 LINC01093 LINC01366 LINC02582 LY96 MAP2K6 MARCKS MIR3945HG MMP8 MX1 MX2 MXD1 NBN NT5C3A OAS1 OAS2 OAS3 OLR1 P2RY13 PADI2 PLAC8 PLEK PSTPIP2 PTK2B RBP4 RGS18 RHOH RIPOR2 RNASE2 RNASE2CP RNASE3 RNU11 RNU4ATAC RTP4 S100A11 S100A12 S100A8 S100P SAMD9 SAMD9L SELL SERPINB9 SHFL SIRPB1 SLC26A8 SNORA12 SP140 SPI1 SRGN ST20 STAP1 SYN1 TARP TASL TCN1 TFEC TMEM71 TMT1B TNF TNFSF10 TNFSF13B TNFSF14 TPSB2 TREM1 TREML3P TRIM38 TYROBP VTRNA1-1 WAS ZBP1 ZDHHC19 BLANCO_MELO_HUMAN_PARAINFLUENZA_VIRUS_3_INFECTION_A594_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_HUMAN_PARAINFLUENZA_VIRUS_3_INFECTION_A594_CELLS_DN A4GALT ABCC6 ADH6 ADM5 AKR1C1 AMBP AMH ANKS4B ANXA9 AQP3 ARHGAP33 ARHGEF16 ARRB1 ATOH8 BCAM BCAS1 BCRP3 BIRC7 C21orf58 C6orf226 C9orf152 CA9 CACFD1 CAMSAP3 CAPS CCER2 CCN5 CDC42BPG CEBPA CERS4 CHST13 CHTF18 CLDN3 CRB3 CRYM CYP4F12 DBP DEGS2 DIPK1B EFCAB12 ELN ENHO EPHB3 FAM86B3P FBXO2 FCGBP FGFR3 FGFR4 FOXD2 GAL3ST1 GALNT9-AS1 GOLGA2P7 GPR162 GPR35 H1-10-AS1 H19 HABP2 HLA-DMA HLA-DMB HOGA1 HOXC13-AS HR HS3ST6 HSD17B1 HSD17B14 HSD17B8 IFITM10 ITGB2-AS1 KIF12 KRT4 LGALS4 LINC02593 LINC02870 LLGL2 LMNTD2 MCF2L MIR210HG MROH6 MYL9 MYO1A NECAB2 NPFF NPW NUDT16L1 PLEKHH3 PRODH PRODH2 RAB26 RAB37 RAP1GAP RERG RNF208 ROM1 SELENBP1 SEMA6B SERPINA6 SERPINF2 SHC2 SLC26A1 SLC29A4 SNORA50C SPC24 SSTR5 SSTR5-AS1 SYNGR4 TIGD3 TJP3 TLX2 TMEM191A TMEM37 TUBB4A TYMSOS USH1C VASN VMO1 VPS37D VWA1 VWA5B2 WDR97 WFDC21P ZDHHC8BP ZNF219 ZNF837 BLANCO_MELO_HUMAN_PARAINFLUENZA_VIRUS_3_INFECTION_A594_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_HUMAN_PARAINFLUENZA_VIRUS_3_INFECTION_A594_CELLS_UP ALDH1L2 ANXA10 APOL1 APOL3 APOL6 ATF3 ATP4A B2M BATF2 BIRC3 BMPER BST2 BTN3A1 BTN3A3 C1S CASP1 CCBE1 CCL3 CCL4 CD274 CD38 CD55 CD68 CDCP1 CEACAM1 CFB CH25H CLMP CLTRN CMPK2 CORO2B CREB5 CRYBG1 CTSS CXCL10 CXCL11 DCLK1 DDX60 DDX60L DHX58 DTX3L DUSP5 EFNB2 EGR1 EIF2AK2 EPHA4 EPSTI1 ERAP1 ERAP2 EREG ETV7 FST FZD4 GBP1 GBP3 GBP4 GBP5 GLCCI1 GLIPR1 GMPR HCAR2 HCAR3 HCP5 HELZ2 HERC5 HERC6 HK2 HLA-F HSPA5 HYOU1 IDO1 IFI16 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IFNB1 IFNL1 IFNL2 IFNL3 IL12A IL15RA IL1A IL1B IL4I1 IL6 IRF1 IRF1-AS1 IRF7 IRF9 ITGA2 JAK2 KIAA1549L KLF4 KLF6 LAMC2 LAMP3 LAP3 LGALS17A LIFR LINC00941 LMO2 LRRN3 MAP2 MCL1 MCTP1 MIR100HG MX1 MX2 MXD1 MYPN NCF2 NFE2L3 NIBAN1 NLRC5 NMI NOCT NT5C3A NT5E OAS1 OAS2 OAS3 OASL OTUD1 PARP10 PARP12 PARP14 PARP9 PHF11 PHLDA1 PIK3AP1 PLA1A PLAAT2 PLAUR PLEKHA4 PLSCR1 PMAIP1 PNPT1 PODXL PPM1K PPP1R15A PRDM16 PSMB8-AS1 PTGER4 PTX3 RAET1E RAET1L RASGRF2 RASGRP3 RET RGS2 RIGI RSAD2 RTP4 RUFY4 RUNX2 SAMD9 SAMD9L SAMHD1 SEMA3D SERPING1 SHFL SIDT1 SLC15A3 SP100 SP110 SP140L STAT1 STAT2 STC1 TAP1 TAP2 TDRD7 TGM2 THEMIS2 TLR3 TMEM140 TNFAIP3 TNFAIP6 TNFSF10 TNFSF13B TRAF1 TRANK1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM38 TRIM5 UBA7 UBE2L6 ULBP2 USP18 WARS1 XAF1 XDH ZC3HAV1 ZEB2 ZNFX1 BLANCO_MELO_INFLUENZA_A_INFECTION_A594_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_INFLUENZA_A_INFECTION_A594_CELLS_DN APBB3 APC2 ARHGAP33 BAHD1 BAX BCL9L C11orf68 C3orf18 CACFD1 CEBPA CEBPD CHPF2 CHTF8 CMTM8 COL27A1 COL4A4 CPLX2 DGKQ DND1 ELFN2 ELK1 ENGASE ERF FAM171A2 FAM201A FAM20C FAM98C FBXO44 FBXW4 FKBP2 FKRP FOSL2 GIGYF1 GPANK1 HDAC11 HMOX1 HNRNPA0 HOXC9 HSD17B14 IBA57 IFI27L2 KIF12 KLHDC8B LINC00205 LMF1 LSR MAFG MAFG-AS1 MAFK MATCAP1 MEGF6 MESP1 MPLKIP MRC2 MRM1 MSC MXD3 MZF1 NAGK NAT8L NDUFA1 NDUFA3 NEAT1 NOTCH3 NUDT3 OGFR OPLAH OPN3 ORAI2 OVCA2 PCK2 PHETA1 PHLDB3 PIGQ PKDCC PVRIG RAD51D RASSF10 RBP5 REX1BD REXO1 RNF43 RPL36 RPL39 RPL8 RPS10 SDSL SLC16A13 SLC25A29 SLC35E2B SLC38A10 SLC39A1 SLC7A7 SMIM29 SNORD104 SNX12 SP9 SPATA2L SPC24 SPDEF ST3GAL2 STUB1 TBC1D16 TONSL TRIM56 TRIP6 TSC22D4 TSR2 TYSND1 WBP1 WDR18 ZBTB7A ZFYVE27 ZNF428 ZNF446 ZNF687 ZNF696 ZNHIT2 BLANCO_MELO_INFLUENZA_A_INFECTION_A594_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_INFLUENZA_A_INFECTION_A594_CELLS_UP ANKRD1 C1D CCL2 CCL5 CCN2 CISD2 CPM CXCL5 CXCL8 DDIT3 DHX58 DUSP6 EGR1 EREG FBXW10 FGFBP1 HBEGF HERPUD1 HSPA5 HSPA6 IDI1 IFIT2 KLF10 LASP1NB LINC00641 MRPL42 MTFR1 NDUFC2 NME1 NXT2 PLAUR PMAIP1 PYGM RGS2 SRP9 STC1 THAP10 TIMD4 TMED7 TMEM170B ZFAND2A BLANCO_MELO_MERS_COV_INFECTION_MCR5_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_MERS_COV_INFECTION_MCR5_CELLS_DN A1BG ADH1B APOE ATP5F1D C6orf226 CFD CHCHD2 CHI3L1 CYTL1 DDT DNAJC12 FIBIN FLJ20021 FMOD FTH1 GPRC5A H2BC12 HBG2 HLA-A HSD11B1 HSD17B2 MIR614 PDGFD PLAT PNMA2 PTGDS REX1BD RGCC RGS18 SCN7A SELENOP SERPINA3 SLC39A4 SYNPO2 TMEM176A ZDHHC24 ZNF781 BLANCO_MELO_MERS_COV_INFECTION_MCR5_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_MERS_COV_INFECTION_MCR5_CELLS_UP ABCC2 ABL2 ABTB2 ACTRT3 ACVR1C ADAM32 ADGRF3 ADM5 ADORA2A ALDH8A1 ALOXE3 AMH ANK3 ANKAR ANKRD1 ANXA2R-OT1 AOC2 AOC3 APRG1 ARTN ATP2A1 AURKAP1 AVIL AXDND1 BAAT BAG3 BHLHE40 BHLHE41 C19orf18 C1orf162 C20orf204 C5AR1 C8G CACNA1G CASP4LP CCDC117 CCDC121 CCDC154 CCDC17 CCDC62 CDC14A CDC42BPG CDK5R1 CDKN2AIP CELF6 CENATAC CFAP43 CFAP53 CFAP70 CGAS CGN CHD5 CHRNA5 CKMT2 CLEC18B CLIC2 COL21A1 COL26A1 CPEB3 CPN2 CRYAB CSF1R CSRNP1 CTAGE1 CTRL CUBN CYP26B1 DCAF4L1 DDN DEDD2 DGCR5 DHDH DNAH12 DNAJA4 DNAJB1 DNHD1 DUSP1 DUSP8 DYRK2 ENDOU ENGASE ENSG00000215022 EPC1 EPPK1 ESAM EVC2 FAM238C FAM90A1 FBLL1 FBXL14 FBXW10B FERMT3 FHDC1 FKBP4 FLACC1 FOS FOXD4 FSTL4 GABRE GADD45G GALNT9-AS1 GARIN1A GARIN1B GATA3 GCNA GEMIN8P4 GPR156 GPR35 GPRASP1 GRHL1 GRTP1 GUSBP14 H1-4 H2BC8 H3C4 H4C5 HAS3 HBEGF HIVEP3 HOXA1 HSPA1A HSPA1B HSPA1L HSPA6 HSPA7 HSPD1 HUNK IDI2-AS1 IER5 IFT122P3 IL1RL1 IQCN ITFG2 ITGA2B ITGA9 ITGB7 JUN KBTBD8 KCNE4 KCNH3 KCNJ14 KLF10 KLF15 KLF5 LAG3 LAT2 LCN10 LDLRAD4 LEAP2 LINC00426 LINC02731 LRIG2 LRRC66 MAMDC2 MATCAP2 MED26 MFSD2B MICAL2 MMRN2 MST1R MUC13 MUC20 MXD1 MYH3 MYLIP MYLK2 MYLK3 MYO5B MYO7A NAA16 NAALAD2 NCF1 NEB NFATC3 NFKBIA NFKBIE NGEF NHLH1 NIM1K NOCT NOXRED1 NPPA NR1D1 NUAK1 NUTM2D OIT3 OSR2 OTUD3 OVGP1 PARD6G-AS1 PDZD2 PGF PHEX PHF24 PLD6 PM20D1-AS1 PMS2CL PNLDC1 PPM1H PPP1R15A PPRC1 PRKXP1 PROZ PSMD6-AS2 PTAFR PTCH2 PTGER4 PTPN6 PURA PVT1 PYGM PYY2 RAB17 RAET1K RAPSN RASGRF1 RBFOX3 RBM15 RNF144B RPP38-DT RSPH4A SCN1A SENP3-EIF4A1 SERPINC1 SERTAD4BP SH3RF2 SLC1A3 SLC22A1 SLC22A14 SLC22A20P SLC25A25 SLC25A34 SLC28A3 SLC5A11 SLC6A12 SLC6A13 SLC7A5P2 SLC8A2 SMG1P1 SMG1P2 SMG1P3 SNORD48 SOD2-OT1 SORBS1 SPDYA SPMIP1 SPMIP6 SPOCK2 SRGAP3 SSUH2 STYK1 SUSD4 SYNE4 SYT16 TAS1R3 TEC TENT4B TENT5A TENT5B TG TIGD3 TINCR TMC4 TMPRSS9 TNFAIP3 TNXB TRARG1 TRIML2 TRPV3 TTC39A TUBB1 TULP2 TYW1B UBAP1L UBE2MP1 UCP3 UNC13D USP49 VHLL VWA7 VXN XIRP1 ZBTB20 ZBTB37 ZC3H12A ZC3H12D ZCCHC2 ZDHHC11 ZFAND2A ZNF121 ZNF221 ZNF317 ZNF398 ZNF460 ZNF462 ZNF473 ZNF543 ZNF620 ZNF778 BLANCO_MELO_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_A594_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_A594_CELLS_DN ABHD1 ADH6 ADSS1 AKR1C2 AMBP ANKS4B ANXA13 ANXA9 APOH AQP3 BAAT BCAM BCAS1 C5 C9orf152 CACNG4 CAPS CCDC113 CCDC34 CCDC74B CCER2 CCN5 CDCA7L CDH17 CEBPA-DT CHST13 CIDEC CKMT1B CLDN2 CLDN3 CPLX2 CRIP3 CYP4F12 DACT2 DDC DEGS2 DIPK1B DOK4 E2F2 EFCAB12 ELN EPHB3 EPS8L3 FCGBP FGFR3 FGFR4 FUZ GALM GPR162 H1-10-AS1 HABP2 HLA-DMB HNF1A-AS1 HOXB13 HR IL17RB INHBB INSL4 IQCC ITGA11 KCNJ11 KIF12 KRT4 KSR2 LIAT1 LINC00313 LINC02593 LINC02870 LLGL2 LTB MB MCF2L MMP24 MMP28 MUC5B MYO1A NEB NEIL1 NEURL1B NT5M NTS OPRL1 PADI2 PROCA1 PRODH PRR36 RAB37 RAB40B RAP1GAP RDM1 RERG RIBC2 RTN4RL1 SCARA5 SEMA4G SERPINA6 SERPINF2 SFRP4 SLC23A1 SLC29A4 SLC3A1 SLC52A1 SLC7A7 SPACA9 ST6GAL2 SYNGR4 TEDC2 TERT TJP3 TM4SF20 TMEM37 TONSL TPPP3 TYMSOS USH1C VMO1 VWA5B2 WDR97 ZDHHC8BP BLANCO_MELO_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_A594_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_A594_CELLS_UP ABCA1 ACHE ADAM19 ADGRE2 ADM2 ALOXE3 AMPD3 ANPEP ANTXR2 AOX1 APOL1 APOL2 APOL3 APOL6 ARG2 ATF3 B2M B3GNT5 BATF2 BCL2A1 BIK BIRC3 BMAL2 BMP2 BST2 C15orf48 C1S C3 C6orf58 CA13 CASP1 CCBE1 CCL2 CCL3 CCL4 CD274 CD55 CD68 CD82 CDCP1 CDH3 CDK5R2 CEACAM1 CFB CH25H CHST11 CHST2 CLMP CMPK2 COL13A1 COL15A1 COL17A1 CORO2B CPM CREB5 CRISPLD2 CRTAC1 CRYBG1 CSF1 CSF3 CTSS CXCL1 CXCL10 CXCL11 CXCL2 CXCL8 DCLK1 DDX60 DDX60L DHX58 DSEL DTX3L EFNB2 EGR1 EMP1 ENTPD7 ERAP2 ETS1 F3 FAM43A FBXO32 FOXQ1 FSTL1 GALNT12 GBP1 GBP2 GBP3 GBP4 GBP5 GCKR GFPT2 GIPR GK GLIPR1 GPAT3 HAS3 HBEGF HCAR2 HCAR3 HELZ2 HERC5 HERC6 HIVEP3 HK2 HRH1 HSPA1B HSPA6 HSPB8 ICAM1 ICAM4 ID4 IDO1 IFI16 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFITM1 IFNB1 IFNL1 IFNL2 IFNL3 IGFBP1 IGFN1 IL12A IL15RA IL1A IL1B IL1RAP IL20RB IL21R IL4R IL6 IL7R IRAK2 IRF1 IRF7 ITGA5 ITGB3 KCNQ3 KDM7A KIAA1217 KLF4 KLK10 KRT17 LACC1 LAMA4 LAMC2 LAMP3 LAP3 LCP1 LDLR LEISA1 LINC00941 LIPG LMO2 LY6K MAFF MAP2 MCTP1 MICB MMP1 MMP10 MMP9 MREG MX1 MX2 MXD1 MYH16 NAV3 NCF2 NFE2L3 NFKBIZ NIBAN1 NID2 NIPAL1 NKX3-1 NLRC5 NRIP3 NT5E OAS1 OAS3 OASL OSMR P4HA1 P4HA2 PARP10 PARP12 PARP14 PARP9 PGF PITPNC1 PLAU PLAUR PLEKHA4 PLOD2 PMAIP1 POU2F2 PPM1K PPP1R15A PTAFR PTGER4 PTPRE PTPRH PTX3 RAET1E RAET1L RASGRP3 RET RFPL2 RGS2 RIGI RSAD2 RUNX2 SAA2 SAMD4A SAMD9 SAMD9L SAMHD1 SBSN SDC4 SELPLG SEMA3D SERPINB8 SERPINE2 SERPING1 SH2B3 SLC6A12 SLC6A15 SLFN5 SOCS3 SOD2 SORBS1 SORCS2 SP100 SP110 SP140L SPOCD1 SPOCK1 ST3GAL1 STAT1 STAT2 STC1 STC2 STRIP2 STX11 TAP1 TCAF2 TFPI2 TGM2 THEMIS2 TLR3 TMCC3 TMEM140 TMEM154 TMEM158 TNC TNF TNFAIP3 TNFRSF10A TNFRSF1B TNFRSF9 TNFSF10 TNFSF13B TNFSF14 TNIP3 TRAF1 TRANK1 TRIM22 UBA7 UBE2L6 UCA1 ULBP2 USP18 VDR WARS1 XAF1 XDH ZBTB32 ZC3H12A ZC3HAV1 ZMIZ1-AS1 ZNF697 ZNFX1 BLANCO_MELO_SARS_COV_1_INFECTION_MCR5_CELLS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_SARS_COV_1_INFECTION_MCR5_CELLS_DN ADH1B BMP4 CYTL1 FGFR4 HBG2 HSD17B2 INHBB RASL12 RGCC BLANCO_MELO_SARS_COV_1_INFECTION_MCR5_CELLS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLANCO_MELO_SARS_COV_1_INFECTION_MCR5_CELLS_UP ASPM BRCA2 CCDC144A CENPE CENPF ESM1 FAM111B KIF14 KIF20B SGO2 SMC4 ZNF107 BLUM_RESPONSE_TO_SALIRASIB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLUM_RESPONSE_TO_SALIRASIB_DN ABCC6 ABCD3 ACACA ACLY ADCY9 AKR1C1 ANKH ANP32A APC ARPP19 ATP5MC3 ATP5MF AURKA AURKB B4GALT5 B4GAT1 BARD1 BFSP1 BRCA1 BRD3OS BUB1 BUB1B CARHSP1 CASP8AP2 CBFB CBX1 CBX3 CCL2 CCNA2 CCNB2 CCND3 CCNE2 CCNF CD37 CDC20 CDC25A CDC25B CDC25C CDC45 CDC6 CDC7 CDK1 CDK2 CDK2AP1 CDKN2C CDKN3 CEMIP2 CENPA CENPF CHAF1A CHAF1B CHEK1 CHN1 CHST12 CKB CKS2 CNN3 COCH COL1A1 CPS1 CRABP2 CRIP2 CSE1L CYB5A CYP1B1 DBP DBR1 DCK DDR2 DDX23 DDX39A DEK DGCR2 DHCR24 DHFR DHX15 DHX9 DNMT1 DPYSL3 DTYMK DUT E2F1 EBP ENC1 ENO1 ESPL1 EWSR1 EXO1 EZH2 F2R FANCA FASN FBXO5 FEN1 FKBP3 FNTB FOS FOSB FOXG1 FZD2 GALNT1 GALNT2 GAMT GINS2 GMNN GPSM2 GREM1 GTF2I GTF3C2 GUCY1B1 H2AZ1 H2AZ2 HDAC1 HIRIP3 HLTF HMG20B HMGB1 HMGB3 HMMR HNRNPA2B1 HNRNPM HNRNPR HS3ST3A1 HSP90AA1 HSPA14 HSPA2 HSPB1 ID1 ID2 INCENP IQGAP2 IRS1 ISYNA1 ITGB1BP1 ITGB3BP JPT1 JUNB KIF11 KIF15 KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KPNA2 KPNB1 LDHA LIG1 LMNA LPCAT3 LSM5 LTBP3 MACROH2A1 MAD2L1 MAPRE2 MATN2 MCCC2 MCM2 MCM3 MCM5 MCM6 MED14 MEIS2 MEST MID1 MIPEP MKI67 MOK MRE11 MRPL23 MSH2 MSH6 MTF2 MTHFD1 MYBL2 MYCBP MYLK NARF NASP NCAPG NDC80 NDUFA2 NDUFB3 NEK2 NFYB NHERF1 NME4 NNAT NPAT NPEPPS NPTX1 NR2F1 NR4A2 NRIP1 NTHL1 NUP107 NUP50 NUSAP1 OAZ2 OPN3 ORC1 ORC6 PACSIN2 PAFAH1B3 PARP1 PBK PCNA PDCD2 PDE4A PDGFRB PFKFB3 PGAM1 PIAS3 PIK3R3 PKM PLK1 PLK4 PLOD2 PLS3 POLA1 POLA2 POLD1 POLE POLE2 PRC1 PRDX3 PRIM1 PRKDC PRPS1 PRSS23 PSMC3IP PTPN4 PTTG1 PTTG3P PXMP2 RAB40B RAB4A RAD51 RAD51AP1 RANBP1 RBBP7 RBM14 RBX1 RECQL4 RFC2 RFC3 RFC4 RFC5 RFX5 RGS2 RGS4 RGS5 RIPK4 RNASEH2A RPA1 RPA3 RRM1 RRM2 SCG5 SDC1 SEMA5A SEPTIN9 SETMAR SFPQ SGPP1 SHMT1 SIM2 SKAP1 SKP2 SLC25A10 SLC27A2 SLC39A8 SMARCE1 SMC1A SMC2 SMC4 SNRPA1 SNRPD1 SNRPF SOX11 SOX4 SOX9 SPAG5 SPANXA1 SRP9 SRRT SRSF1 SRSF10 SRSF2 SRSF3 SRSF6 SRSF7 STIL STMN1 SUV39H1 SYNCRIP TACC3 TCF4 TECR TFDP1 TFE3 TIA1 TIMELESS TK1 TLE2 TMPO TNS3 TOP2A TOP2B TOPBP1 TPI1 TPX2 TRA2B TRIP13 TROAP TSPAN7 TTK TUBA1A TUBB TUBB2A TUBB4B TUBG1 TWSG1 TYMS UBE2C UBE2E3 UBE2N UPK1B USP1 USP13 VAMP1 VAV3 VDAC3 VRK1 WWTR1 YWHAQ ZBTB33 ZNF107 ZNF443 ZWINT BLUM_RESPONSE_TO_SALIRASIB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BLUM_RESPONSE_TO_SALIRASIB_UP AARS1 ACBD3 ACVR1 ADPRM ANK2 ANXA7 AP3S2 APBA3 ARF4 ARHGEF2 ASNS ATF3 ATF4 ATF5 ATF6 AVEN AZI2 BACH1 BAK1 BCAT1 BCL2L1 BIRC2 BLVRB BTG1 BUD31 CALU CANX CARS1 CASP4 CBLB CBS CBX4 CCNB1IP1 CD55 CDK13 CDK7 CDKN1A CEBPG CHIC2 CLASRP CNIH1 COG5 COPA COPG1 COX10 COX7A2L CREB3 CSNK1A1 CSNK1G1 CSRNP2 CSTA CTH CTSD CTSL CXCL3 DAP3 DCTD DDX10 DNAJA3 DNAJB9 DNAJC1 DPAGT1 DUS4L ECH1 EEF2 EGR1 EIF1 EIF1B EIF2S2 EIF3H EIF4EBP1 EIF5 ELL2 ENTPD6 EPRS1 ERCC1 ERP29 ESRRA FAM3A FEM1B FOSL1 FOXO3 FST GADD45A GALE GARS1 GFPT1 GHITM GLG1 GOLGA4 GOLGA5 GOLGB1 GOSR2 GOT1 GTPBP2 HMGCL HOXA1 HSP90B1 HSPA13 HSPA9 HYOU1 IARS1 IFRD1 IL12A IL6 INPP1 ISG20 KCMF1 KLF11 KPNA4 KPNA5 KRT34 LAPTM4A LIPT1 LRP1 MAFF MAFG MAP1LC3B MAPK6 MARS1 MDM4 MGAT1 MKNK2 MMP1 MMP10 MTHFD2 MTIF2 MYG1 MYO5A NAMPT NAPG NARS1 NDEL1 NFKBIA NGF NINJ1 NIT1 NOP53 NPC1 NSMAF NUPR1 OGT P4HB PEA15 PFDN2 PHGDH PJA1 PKD1 PMS2 POLI PPIE PPP1R11 PPP1R15A PPP2R5B PSAT1 PSEN1 PSMD8 PTP4A2 PTX3 QSOX1 RAB22A RAB32 RAB33A RAB5A RAD23A RAD50 RALA RELA RELB RIOK3 RNF13 RNF14 RNF7 ROBO3 RPL12 RRAGC RRN3 RSL24D1 RTCA SARS1 SCAMP2 SCFD1 SEC63 SEL1L SEPHS2 SERP1 SERPINB8 SEZ6L2 SGPL1 SHMT2 SIAH1 SIAH2 SKIC2 SLC1A5 SLC33A1 SLC35A2 SNHG32 SPHK1 SQSTM1 SSR3 STAM2 STC2 STK19 STX4 STX5 SUCO SUPV3L1 SURF1 TARS1 TBCE TBL1X TCEA1 TESK1 TIMM44 TIMM9 TIMP1 TMBIM6 TMED3 TNFAIP3 TNFRSF10B TOM1 TOM1L1 TP53 TP53BP2 TRIB3 TSG101 TSSC4 UBE2H UBXN1 ULBP1 UNG USP25 USP3 VIM VPS28 WARS1 XIAP XPC XPOT YIF1A YKT6 ZFPL1 ZNF593 ZPR1 ZYX BOCHKIS_FOXA2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOCHKIS_FOXA2_TARGETS AACS AASS ABCA1 ABHD8 ACAA1 ACSL1 ACSM3 AFMID AHCY AHSG AK3 AKT1 AKTIP ALDH1A1 ALDH6A1 ALDOB ALKBH6 AMBP AMFR AP3M1 AP3S1 AP4M1 APOA5 APOC1 APOE APOH APONP APP AQP8 ARHGAP12 ARHGAP23 ARRDC4 ATF4 ATG12 ATP5PF BAAT BANF1 BCAS3 BCDIN3D BMI1 BNIP3 BRCA1 BTBD3 C19orf12 C1R C1RL C4BPA C6 C8B C9orf152 CABCOCO1 CALD1 CAT CBLL1 CCR8 CD276 CD300LF CD47 CD82 CD9 CDC42EP4 CDH2 CDK5 CEBPZ CES1 CFI CHAC2 CHD1 CHGA CHMP5 CHUK CISH CLCN7 CLEC2D CLEC4A CLN8 CLP1 CNR2 COA4 COCH COL10A1 COL11A1 COL2A1 COLEC12 COPG1 COQ8A CREBL2 CRKL CRYL1 CS CTH CTNNBIP1 CXCL3 CXCR4 CYB5A CYP17A1 CYP2A6 CYP2C19 CYP2D6 CYP2E1 CYP2J2 CYP4F2 CYP7B1 DAD1 DCAF11 DCAF13 DDX19A DDX3X DEPP1 DHCR7 DHRS1 DHRS7 DHX38 DHX8 DMTF1 DNAJB11 DNASE2B DPH7 DPM1 DRAM2 EBAG9 ECT2 EEF1B2 EFNA1 EIF1AX EIF4A2 EMC9 EOLA1 ESRP2 EVC2 EXPH5 F13B F2RL2 F7 FAAH FAH FAM107B FAM43A FBP1 FBXO4 FDFT1 FEM1A FGB FGL2 FHIP2A FIGNL1 FMO2 FMO3 FOXA2 FOXP2 FTL GABARAPL1 GABPA GANAB GAS1 GASK1A GAST GATA3 GCAT GDE1 GDPD1 GFUS GHITM GK GLCCI1 GNL3 GPAM GPR35 GPRC5C GPT GRAMD2B GSTM1 GYS1 H2AC4 H2AC8 H2AJ HABP2 HACD3 HACL1 HADHA HAGH HAO1 HAVCR1 HBS1L HERC4 HGD HIVEP1 HM13 HMGB2 HPGD HPS1 HPX HSPA1L ID3 IDH1 IDH2 IGFBP1 IGFBP4 IL11RA IL6 IL6ST INHBE INSC INSIG1 INSIG2 ISG15 ITIH1 ITM2B ITPKC ITPR1 JUNB KATNB1 KBTBD12 KBTBD2 KCTD20 KDM6B KIF9 KLF15 KLF3 KLHL18 KLK11 KLKB1 KNG1 LDLR LEAP2 LHX1 LIFR LIPC LRG1 LRP1 LRPPRC LRRC41 LRRK1 LYN MAFG MAFK MAL2 MAPKBP1 MAT1A MBL2 MCM4 MERTK MIA2 MINDY2 MKKS MLXIPL MOB2 MPZL2 MRPL36 MRPS2 MT2A MTX2 MXD1 NAT8 NDRG2 NDUFA2 NDUFA8 NDUFS8 NECAB1 NEK8 NEPNP NFU1 NKX2-5 NQO2 NR0B2 NR1I2 NRIP1 NRROS NUF2 NUP43 ODAD3 OIT3 OMD OR10K2 OSBPL1A OSER1 PA2G4 PANX1 PBLD PCGF5 PCK1 PCLAF PDE6D PDK4 PEMT PER1 PER2 PES1 PFDN2 PHF10 PHF20 PI4K2A PIGO PIGR PIK3AP1 PLA2G6 PLD2 PLEKHA6 PLEKHG3 PLG PLIN2 PLOD2 PLRG1 PNPLA2 POLR2C PON2 POT1 PPARA PPARG PPM1B PPP4R3B PRCC PRDX1 PRDX6 PRKAR2A PRKDC PRMT5 PROS1 PRXL2C PSEN2 PSMB10 PSME1 PSMG3 PTCD2 PTK2 PZP QSOX1 RAB3B RAB43 RAPSN RASSF6 RBBP5 RDH16 RDX RENBP RETN RHOD RIBC1 RITA1 RNF4 RPL21 RPL39L RSC1A1 SAA3P SAA4 SAR1B SCARB1 SCRN3 SELENOO SEPHS2 SERPINA1 SERPINA11 SERPINA3 SERPINA6 SERPINC1 SERPINF2 SH3D19 SIN3A SLC13A2 SLC17A2 SLC25A10 SLC25A14 SLC25A25 SLC25A42 SLC25A47 SLC31A1 SLC37A4 SLC39A5 SLC46A3 SLC6A12 SMIM3 SON SORD SORT1 SPZ1 SQOR STARD13 STARD5 STAT2 STX19 SYS1 TARS1 TBC1D15 TBL1XR1 TC2N TCP11L2 TEDC2 TERF2 TEX261 TFAP4 THPO TIAL1 TIMM9 TJP2 TK1 TMEM121B TMEM140 TMEM259 TMEM87A TNFRSF1A TP53BP2 TPST2 TRAP1 TRIM13 TRPM8 TSEN15 TST TTC7A TTR TUSC2 TXNL4B UBE2L6 UBL3 UFD1 UGT2B10 UGT2B7 UOX UROC1 VARS1 VDR VPS26B WDR46 ZBTB17 ZBTB5 ZC3H8 ZDHHC17 ZKSCAN5 ZMYM1 ZNF226 ZNF28 ZNF3 ZNF395 ZSCAN12 ZSWIM4 BOGNI_TREATMENT_RELATED_MYELOID_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOGNI_TREATMENT_RELATED_MYELOID_LEUKEMIA_DN ACOX1 BTN3A3 CCND1 CCNG1 CCNG2 CD2AP CDH2 CDK8 COA1 DDR1 DDX17 FBXO21 FSCN2 HLA-DQB1 IGLV2-14 MRPL28 MYB NKTR NR2C1 PIM2 PPT2 PREP RGL2 RXRB SEC24A SEC62 SRSF6 SRSF8 TBC1D5 TNFRSF10B VPS52 VTI1B ZFYVE26 BOGNI_TREATMENT_RELATED_MYELOID_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOGNI_TREATMENT_RELATED_MYELOID_LEUKEMIA_UP ATF6B CFP CLPP CXCR1 DNAJA2 EFEMP1 EFNA2 EPB41 FLNA FMO6P GABRB1 H4C3 HP IZUMO4 KLRC1 MAP2K1 MPST NPR2 PAX5 PGK1 POLR2A RFNG RPL11 RPL17 RPS27A S100A2 SEMA6C SGPL1 SLC10A1 SLC25A6 ZKSCAN5 BOHN_PRIMARY_IMMUNODEFICIENCY_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOHN_PRIMARY_IMMUNODEFICIENCY_SYNDROM_DN ASAH1 ATP6V0D1 BMP2K CDKN2A CHFR CHI3L2 CTSH DPYD DUSP1 DYRK2 F13A1 GALNT10 HCK HES1 INPP5D KDM4B KMO LST1 LTB MOXD1 NEDD9 NIPA2 PKIG PLSCR1 RABEP2 RRAGC SLC12A8 SMCO4 SNRPN SORL1 SUSD6 TFEB TLR7 TNFSF10 TOP1 TUBB6 VCL VPREB3 BOHN_PRIMARY_IMMUNODEFICIENCY_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOHN_PRIMARY_IMMUNODEFICIENCY_SYNDROM_UP APOBEC3G ASPM ATF4 ATF5 BLM CALU CANX CD86 CDKN1B CENPE DENND2D DLG1 DLGAP5 EXPH5 FERMT2 GLDC HAX1 HILPDA HOMER3 IL32 KLK1 MKI67 MLEC MORF4L2 NLRP1 NMD3 NT5DC2 NUSAP1 OAT P2RX5 RORA RPL14 RPS5 RPSA SELPLG SEPTIN10 SHMT2 SMC2 SRSF3 SSR2 TAGLN2 TIAM1 TMOD1 TOP2A TXN UBE2C BONCI_TARGETS_OF_MIR15A_AND_MIR16_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONCI_TARGETS_OF_MIR15A_AND_MIR16_1 ACVR2A ADAMTS3 AGO4 AKT3 ARL2 BCL2 BCL2L2 BMPR1A BPTF BTG2 BTRC CCND1 CCND2 CCNE1 CDC25A CDC42 CDCA4 CDK5R1 CPD CPEB2 CRKL CYP26B1 DEDD DLL1 DNAJA2 E2F3 E2F7 EFNB2 ESRRA EYA1 FGF2 FGF7 FOSL1 GHR GPR63 HAS2 HMGA2 HNRNPA1 HOXA3 HOXC8 HSPG2 KANK1 KCNAB1 KCNJ2 KCNQ5 KDSR KIF21A KIF23 KPNA3 LUZP1 MACF1 MAP2K4 MOB4 OTX1 PAFAH1B1 PAPPA PCDH9 PCDHAC1 PCDHAC2 PDCD4 PEDS1-UBE2V1 PIM1 PLAG1 PLAGL1 PPRC1 PRDM4 PRKAR2A PTCH1 PTH PTPN3 RASSF5 RECK RSPO3 SELENOI SMAD7 SNX16 SOX5 SPEG SPTLC1 TGIF2 TLK1 TRIM36 UBE2V1 UBE4B USP15 WBP11 WEE1 WNT2B WNT3A WSB1 WWP1 ZNF423 BONOME_OVARIAN_CANCER_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONOME_OVARIAN_CANCER_POOR_SURVIVAL_DN ACOT7 ASPSCR1 BOP1 CLN6 COLGALT1 DNASE2 EHMT2 FCHO1 GRK6 H2BC3 HDHD3 HNRNPU IL18BP KRT8P11 LPAR2 MTAP PAOX PPAN PRKD3 SRRT SS18 TWNK BONOME_OVARIAN_CANCER_POOR_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONOME_OVARIAN_CANCER_POOR_SURVIVAL_UP ARHGAP6 CCPG1 CERK EFEMP1 EID1 FAT4 GULP1 HERC1 IGFBP5 ITM2B KCNAB1 KL LEPR LIMCH1 PDE8A PEX3 PSD3 RAB2A RB1CC1 RECK REV3L RUNX1T1 SEC63 SIRT1 SKIC3 SRSF11 TAX1BP1 THSD7A TSPAN7 UBL3 ZBTB16 BONOME_OVARIAN_CANCER_SURVIVAL_OPTIMAL_DEBULKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONOME_OVARIAN_CANCER_SURVIVAL_OPTIMAL_DEBULKING AASS ABCA6 ACKR4 ACOT13 ACTR5 ADCK2 ADCY1 AKR1B10 ALDH6A1 ANKRD55 ANXA1 ANXA9 APBB2 AQP3 ARF5 ARHGAP24 ARNT ARPC2 ATG2B ATP6V1H BAG1 BBOF1 BBS9 BHMT2 BTBD1 BTN2A1 C4orf19 C6 CA5B CAMSAP1 CCDC170 CCDC181 CCND3 CCT5 CDK19 CEMIP CFB CFI CHD1L CHRNA1 CIB1 CILP CKLF CLDN10 CLIC1 CLTA CMTM6 COL4A6 COQ2 COX6CP1 CP CRY2 CSRNP2 CUX1 CYB5R1 CYLD DAAM1 DACH1 DHPS DNMBP DNPH1 DOK5 DOP1A DPPA4 DSTNP2 ECEL1 EFS EIF2S1 ELOVL1 EMC1 ENDOD1 ENDOU ENSA EXD2 EYA4 FBXL18 FKBPL FLG FLOT1 FOXN3 FYN GAA GADD45GIP1 GFRA1 GGA2 GGT1 GH2 GMPR GOSR1 GPR39 GSE1 GSN HOXA10 HOXA9 HOXD1 ICAM3 IFI16 IQGAP1 IQGAP2 IRF2BP1 IRGQ ISCA1 ISG20 ITSN1 JMJD6 KCNK5 KDM6B LEFTY2 LRP4 LRP6 LY6E MAD2L1BP MARK4 MATN1 MCTP1 MCTS1 MCUB MED13L MFSD9 MSANTD2 MTMR9 MTUS2 MYL12B MYO15B NCOA1 NDRG3 NDUFA1 NDUFB2 NDUFB3 NDUFS6 NEDD8 NFS1 NKIRAS2 NR2F2 NSD1 NSG1 NTNG1 OPA1 OPTN OTUD3 PALS1 PCK2 PCM1 PCNX1 PCNX4 PCSK5 PCTP PDCD1LG2 PDE3B PDIA5 PDZK1 PELO PFAS PGAP3 PHACTR2 PHC1 PLAAT4 PLAGL1 PLSCR1 PLXNB1 PSD3 RAB11A RALGAPA1 RBX1 RGPD5 RGS14 RGS3 RHOBTB3 RNF5 RUNX1 SACS SAT1 SCAF4 SEC61B SH3GL1 SIM2 SIRT3 SIRT5 SLC14A1 SLC15A1 SLC16A10 SLC19A2 SLC29A3 SLC3A1 SLCO1A2 SNAP29 SNRPD3 SON SOX11 SOX14 SP100 SP4 SPATA2 SPR SPTLC2 STC2 STK19 STK32B SV2C SYNJ2BP SYT1 TAGLN2 TBC1D13 TCF3 TDP2 TECPR2 TKTL1 TLE2 TM2D3 TM4SF1 TMED3 TMEM8B TPSAB1 TRAPPC10 TRIL TRPC6 TSPO TUBB4A UBB URI1 VAMP8 VPS41 WASF1 WDR83OS YIPF2 ZBED4 ZFAND6 ZFP69B ZFYVE26 ZFYVE9 ZHX3 ZMIZ1 ZMYM2 ZNF354A ZNF529 ZNF780B ZNF84 BONOME_OVARIAN_CANCER_SURVIVAL_SUBOPTIMAL_DEBULKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BONOME_OVARIAN_CANCER_SURVIVAL_SUBOPTIMAL_DEBULKING AAAS ABCA8 ABCG2 ACO1 ACOT7 ACSL3 ADAM15 ADAM8 ADAMTS7 ADAMTS8 ADAMTSL3 ADCY9 ADGRF5 ADO ADRA1A AGTR1 AKAP10 AKAP7 ALOX5 AMH AMIGO2 ANAPC13 ANG ANKRA2 ANXA6 AP1G2 AP1M2 APC APEX2 ARB2A ARHGAP35 ARHGAP6 ARHGEF1 ARHGEF10 ARHGEF2 ARMC6 ARMC8 ASAH1 ASB6 ASPSCR1 ATP6V1C1 ATP8B4 ATXN2L AVPR2 AZI2 BAIAP2 BAMBI BCAT2 BICD1 BNIP3L BOP1 BST1 BTF3 BYSL C7 CALCOCO2 CAMK2A CAMK2N1 CAV1 CAV2 CAVIN1 CBX6 CC2D1A CCDC106 CCDC22 CCDC40 CCDC69 CCNH CCPG1 CCSER2 CD164 CD302 CDC40 CDC42EP4 CDHR5 CDK11B CDK14 CDK16 CDK18 CDK19 CDK2 CDK3 CDK5RAP2 CDKN2D CDR2 CDYL CERK CGREF1 CHAF1A CHST8 CILP CLCF1 CLN6 CNGB1 COL13A1 COL15A1 COL21A1 COLGALT1 COPS8 COX5AP1 CPQ CPSF1 CR1 CREB3L2 CREBBP CRTAP CRTC3 CSF1 CSGALNACT2 CYRIA DAG1 DBNDD1 DCAF11 DCAF15 DCHS1 DCN DDX11 DDX52 DEDD DEF6 DENND4A DHX29 DHX9 DIMT1 DKC1 DKK2 DLAT DLG3 DNAJB4 DNAJB9 DNASE1L2 DNASE2 DST DTNB DUS1L DUSP7 ECE1 ECM2 EDEM3 EDNRA EFEMP1 EHMT2 EID1 EIF2AK3 ELL ENPP2 ENSG00000213972 EOGT EPB41L3 EPN1 EPS8 ERLIN2 ESPL1 ESRRA EXOC7 F2R F8 FAAP100 FAM106A FAM83E FARSA FAT4 FBXL5 FBXO38 FCHO1 FEZ1 FGF8 FILIP1L FKBP14 FKBP8 FNDC3A FOXC2 FOXO3 FRMD4A FUBP3 FUT4 FZR1 G3BP2 GALK1 GAS2L1 GATM GCDH GIPC2 GLS GMIP GNAI1 GNE GOSR2 GPR39 GPR68 GPRASP1 GRK6 GRM4 GSTM5 GTF3C2 GULP1 H2BC10 H2BC3 H2BC6 H2BC7 H2BC9 HAUS5 HDAC4 HDHD3 HEPH HERC1 HHLA2 HMGA1 HMGB3 HMGCR HNRNPA1 HNRNPH1 HNRNPU HOMER3 HOOK2 HOXD3 IBTK ICMT IFNAR2 IGF2 IGFBP3 IGFBP4 IGFBP5 IGHE IKBKB IKBKE IL18BP IL6ST ILRUN IPO4 IQCE IRAK3 IRS1 ITGB4 ITM2A ITM2B JAM2 JAM3 JRKL KAT2B KCNAB1 KCNK12 KCNQ1 KDELR3 KDR KL KLK5 KRI1 KRT10 KRT13 KRT19P2 KRT8P11 LAD1 LARP6 LEFTY2 LEPR LIMCH1 LMOD1 LPAR1 LPAR2 LRFN4 LRRC8E LRRFIP2 MAN2A1 MAOA MAOB MAP2K3 MAP3K5 MAP4K2 MAPK8IP1 MAPK8IP3 MAPKAPK3 MAST3 MATK MAU2 MECP2 MEF2C MEOX2 MERTK METTL3 MICB MINDY2 MMUT MORC3 MRPS27 MRTFB MSH5 MTAP MTARC2 MYBL2 MYH14 MYO9B MYOF NADK NAT8B NBEAL2 NBL1 NBR2 NDN NEUROG3 NHLRC2 NID1 NKX2-8 NMT2 NR2F1 NR2F2 NT5E NTRK1 OBSL1 ODF2 OGFR OTUB1 OXLD1 PACSIN3 PAM PAOX PAPSS2 PATJ PAX8 PBX2P1 PCDH17 PCDHA9 PCGF3 PDCD5 PDE1A PDE4A PDE8A PDGFD PDGFRA PDS5B PDSS2 PDZRN3 PEG3 PEX3 PHACTR2 PHF14 PIK3R1 PIK3R2 PITX3 PJA2 PKP3 PLPP3 PNISR POLD1 POLR2M PPAN PPP3CA PPP3CB PRKACA PRKAR1A PRKD3 PSD3 PSD4 PTGER3 PTPRD PTPRN2 PTPRS RAB2A RAB6A RAD17 RAD54L RAI14 RANBP2 RANBP3 RAP2A RAPGEF1 RARB RARG RARRES1 RARRES2 RASA1 RB1 RB1CC1 RCC1 RECK REEP5 REV3L REXO4 RHOBTB3 RHOT1 RNASEH2B RND1 RPAP2 RPS6KA2 RRP1 RUNX1T1 SBF1 SCAMP1 SCAPER SDC2 SEC23IP SEC63 SELENOP SEMA3C SEMA3F SEPTIN7 SERPINB7 SESN1 SETD2 SFI1 SH2D3A SIPA1 SIRT1 SIRT7 SIX1 SKIC3 SLC12A4 SLC24A3 SLC25A10 SLC30A5 SLC35C1 SLC47A1 SMAGP SMPDL3B SNAI2 SNCAIP SNX2 SNX3 SOCS2 SPARCL1 SPART SPATA7 SPDEF SPI1 SPOCK1 SPOP SPRED2 SRRT SRSF11 SS18 SSX2IP ST13 STAT2 STAT5B STK39 STK4 STOM STXBP2 SUGP1 SUGP2 SYK SYNE1 TADA2A TAX1BP1 TCF15 TELO2 TFAM TFPI TGFB1I1 THAP10 THSD7A TIAM1 TICAM1 TLE3 TLE4 TM2D1 TMED7 TMEM168 TMEM223 TMEM47 TNFRSF25 TNKS TNNI2 TNPO1 TNPO2 TRAF3 TREX2 TRMT1 TRMT2A TRMT61A TRPC1 TSPAN7 TWF2 TWNK TYMP U2AF2 UBE2B UBL3 UPF1 VAC14 VAV1 VAV2 VCX VPREB1 VPS13C WAS WBP4 WDR77 WFS1 WIZ WNT5A YIPF2 YIPF6 YTHDC2 ZBTB16 ZCCHC24 ZEB1 ZER1 ZFPL1 ZFYVE16 ZNF16 ZNF235 ZNF444 ZNF518A ZNF696 ZNF839 BOQUEST_STEM_CELL_CULTURED_VS_FRESH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOQUEST_STEM_CELL_CULTURED_VS_FRESH_DN ADH1B APOD APOE C3 C7 CCN5 CD14 CFD CHL1 CPVL CXCL14 DPT FABP4 FOSB IGF1 ITIH5 MYOC NAALAD2 NTRK2 OGN OMD PDGFRL PPL PTGER4 RGCC SERPINA5 SOCS3 SPARCL1 TMEM176B TPPP3 WNT11 BOQUEST_STEM_CELL_CULTURED_VS_FRESH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOQUEST_STEM_CELL_CULTURED_VS_FRESH_UP A2M ABCA6 ABCC4 ABI3BP ACACB ACAN ACKR3 ACLY ACSL5 ACTC1 ADAM10 ADAM12 ADAM22 ADAMTSL3 ADGRG2 ADH1B ADH1C AEBP1 AGTR1 AIMP2 AKAP13 AKR1C1 ALCAM ANG ANGPTL2 ANGPTL4 ANK2 ANKRD36B ANO1 AOC3 AP2S1 APOC1 APOE APOL3 APOLD1 ARHGAP6 ARHGDIB ASNS ASPA ASPM ATF3 ATF5 ATP8A1 ATP8B4 BAX BCHE BHLHE40 BMP2 BST2 BTG2 C1QTNF3 C6 CALU CAPN6 CBS CCL2 CCL3 CCL8 CCNL1 CD302 CD34 CD44 CD83 CD9 CDC42EP3 CDH2 CDK1 CDK7 CDKN1C CDO1 CELF2 CEMIP CEP55 CES1 CFH CFHR2 CFI CHI3L1 CHRDL1 CILP CLEC2B CLEC3B CLIC2 CLIC3 CLK1 CLMN COCH COL11A1 COL14A1 COL15A1 COL18A1 COL4A5 COLEC12 COMP CPE CPQ CRIP1 CRLF1 CTSK CTSS CXCL1 CXCL10 CXCL2 CXCL3 CXCL8 CYLD CYP1B1 CYP26B1 CYP4B1 DCLK1 DCN DCX DDAH1 DEPP1 DKK1 DKK2 DLGAP5 DNAJB1 DNM1 DOK5 DSP DUSP1 ECM2 EDNRB EGFR EGR1 EIF1 EIF2S2 EIF5 ELOVL2 EMC1 EMP2 ENG ENPEP EPHA3 ERAP1 ESR1 ETS2 F10 FAM117A FAM13A FAXDC2 FGF2 FGL2 FHL2 FLNC FMO1 FMO2 FMO3 FN1 FOXD1 FOXO1 FRMD4B FRZB FXYD1 G6PD GADD45B GADD45G GAS7 GBP2 GDF10 GDF15 GEM GFPT1 GGT5 GLIPR1 GLS GPC3 GPNMB GPRC5A GPX3 GREM1 GREM2 GSDME GSN GUCY1A1 GUCY1B1 HAPLN1 HBA1 HBEGF HLA-DPA1 HLF HNRNPM HSPA1A HSPA1B HSPA6 HSPB7 IARS1 ID1 IER5 IFI44 IFIH1 IFITM1 IGF1 IGSF3 IL15RA IL33 IL6R ING1 INHBA IRF1 ITGA4 ITM2A JUN JUNB JUND KCNAB1 KCNK2 KCNS3 KIF13B KLF11 KLF4 KLF6 KLF9 KLHL24 KRT18 KRT7 LIMCH1 LINC01140 LMO3 LMO7 LOX LOXL2 LPL LRP1B LRRC8B LTBP4 MAF MAFB MAN1A1 MAN1C1 MAOA MAP3K8 MARK1 MARS1 MATN2 MCFD2 ME1 MEAK7 MELK MET MFAP4 MGP MICAL2 MITF MMP1 MOCOS MOXD1 MT-ND4 MT1M MTSS1 MTUS1 MX1 MX2 MYBL1 MYC MYLIP MYO10 N4BP2L1 NACC2 NAMPT NAP1L1 NDRG2 NEK7 NELL2 NFIB NFKBIA NINJ2 NOVA1 NOX4 NPR3 NPY1R NQO1 NR1H3 NRIP1 NTRK2 OASL OLFML2A OMD OXTR PAPPA PAPSS2 PCLAF PDK4 PDLIM5 PEG3 PELI1 PER2 PER3 PFKFB3 PGK1 PGM3 PIK3IP1 PIK3R1 PLBD1 PLTP PLXDC1 PMAIP1 PODXL POPDC3 PPARG PPP1R12B PPP1R15A PPP1R3C PRELP PRG4 PRKAR2B PRKD1 PSAT1 PTGDS PTGER2 PTPRD RABGAP1 RABGAP1L RAI14 RAI2 RAP1GDS1 RASL12 REL RGS16 RGS2 RGS4 RGS5 RHOB RHOBTB1 RND1 RORA RPL26L1 RPS6KA2 RPS6KA5 RRAD RRM2 RUNX1T1 SAMHD1 SCG5 SCRG1 SEL1L3 SELENBP1 SELENOP SEMA3G SEPTIN11 SERPINA3 SERPINE1 SERPINE2 SERPINF1 SHMT2 SLC16A3 SLC19A2 SLC1A1 SLC1A4 SLC2A3 SLC31A1 SLC38A1 SLC43A1 SLC43A3 SLC5A3 SLC7A1 SLC7A11 SLC7A5 SOBP SOD2 SORBS1 SOX4 SPATA6 SPRY1 SPRY2 SPTBN1 SPTLC2 SRD5A1 SRGN SRPX SRPX2 SRSF7 SSPN STC2 STEAP4 SULF1 SYNC SYNM SYNPO TCIM TENM1 TENM3 TFPI TGFB2 TGFBR3 TGM2 THBS1 TIGAR TIMP4 TLR3 TMEM100 TMEM135 TMEM176A TMPO TMT1A TNFAIP3 TNFAIP6 TNFRSF11B TNFSF10 TNMD TOP2A TP53BP2 TPD52L1 TPGS2 TPM2 TPM4 TPST2 TPX2 TRIB1 TRIB3 TRPC4 TSC22D3 TSPAN8 TXNIP TXNRD1 UCHL1 VCAM1 WARS1 WNT5A WSB2 YARS1 ZBTB10 ZBTB16 ZBTB20 ZC3HAV1 ZFP36 BOQUEST_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOQUEST_STEM_CELL_DN ABCG1 ABLIM3 ACKR1 ADAMTS9 ADGRG1 ADGRL4 ADRB2 ALDH1A2 ANGPT2 ANXA3 APLNR APOLD1 AQP1 ARAP3 AREG ARHGEF15 BAALC BCAR3 BST2 C1orf115 CA4 CAPN11 CARD10 CARD8 CAVIN2 CCDC68 CCL14 CCRL2 CD2AP CD320 CD74 CD93 CDC37 CDC42EP3 CDH5 CDK1 CFI CFLAR CHD7 CLDN5 CLEC1A CLIC5 CREM CSF2RB CSF3 CTSH CX3CL1 CYTH1 DNM3 DOCK9 DSG2 DUSP6 EFNA1 EFNB2 EMCN ENDOU ENG ENPP4 EOGT EPHB4 ERG ETS2 F11R FABP5 FAM107A FLI1 FLT1 FNBP1L G0S2 GARRE1 GATA2 GFOD1 GIMAP4 GIMAP5 GIMAP6 GIPC2 GMFG GNG11 HBEGF HCP5 HHEX HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-F HOXB7 ICA1 ICAM2 IFI27 IFI44L IFIH1 IGLC2 IL15 IL18R1 IL3RA IRAG2 ISG20 ITGA6 JAG2 JAM2 JCAD KANK3 KDR KIF25 KL KLHL2 LAPTM5 LCP2 LHX6 LIMK2 LMO2 LPAR6 LPCAT4 MAST4 MCF2L MCTP1 MECOM MEOX1 MET MGST2 MMP1 MMRN2 MPZL2 MYCT1 MYO10 MYO5C MYRIP NAP1L1 NEDD9 NLK NOTCH4 NR5A2 NRN1 PALM2AKAP2 PALMD PCDH12 PCDH17 PDE2A PECAM1 PGS1 PIK3C2B PIK3R3 PITPNC1 PKP4 PLA1A PLVAP PNP PODXL PRKCH PTPRB PTPRE PTPRM RAMP3 RAPGEF4 RAPGEF5 RASA4 RASGRP3 RASIP1 RCAN1 RNASE1 RND1 RPS6KA2 S1PR1 SCARB1 SCARF1 SCHIP1 SCUBE2 SEC14L1 SELE SELP SEMA3F SEMA6A SH2B3 SHB SLCO4A1 SMAD1 SMAGP SOCS2 SOX17 SPTLC2 SRGN SSH1 ST6GAL1 STC1 STX11 SWAP70 SYBU TACSTD2 TBC1D30 TBC1D9 TEK TEX14 TFPI2 TGM2 THBD THSD7A TIE1 TM4SF1 TMEM70 TNFRSF1B TPD52 TPD52L1 TRIM16 TSPAN12 TSPAN13 TSPAN6 TSPAN7 UPP1 USP36 VWF WARS1 XAF1 ZNF385D BOQUEST_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOQUEST_STEM_CELL_UP ABCA6 ABCA8 ABI3BP ACKR4 ACOX2 ADCY7 ADH1B ADH1C AEBP1 AGL AKR1C1 ALDH1A1 ANG ANGPT1 ANK2 ANPEP AOX1 APOD APOE ASPA ATP1A2 ATP8B4 AXL BASP1 BBS9 BHLHE41 BHMT2 BICC1 BMPR1A C1R C1S C3 C5orf15 C6 C7 CAPN6 CCN5 CD302 CD44 CDH11 CDKN2C CDO1 CEBPB CELF2 CES1 CFB CFD CFH CHL1 CHRDL1 CILP COL14A1 COL16A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COLEC12 CRABP2 CRIP1 CRISPLD2 CRYAB CTSK CXCL12 CXCL14 CYBRD1 DCLK1 DCN DCX DDR2 DIPK1A DKK2 DPT DSE DZIP1 ECM2 EFEMP1 EFS EGFR ELOVL2 EMP3 F10 F3 FAP FAT1 FBLN1 FBLN5 FBN1 FEZ1 FGF7 FLRT2 FMO1 FMOD FST FXYD1 FZD7 GALNT12 GAS1 GAS7 GDF10 GFPT2 GLT8D2 GPC3 GPC4 GPNMB GRIA3 GSN GSTM3 GSTM5 HAS1 HDAC4 HNMT HOXC6 HSPB8 HTRA1 IGF1 IGFBP3 IGFBP6 INHBA IRS1 IRS2 ISLR ITGA8 ITGBL1 KCND2 KCNK1 KIAA0930 LAMA2 LIF LINC01140 LOX LPAR1 LRP1 LRP1B LRRC17 LSP1P5 LTBP2 LUM MAFB MAN1C1 MBP MEG3 MEIS1 MEIS2 MEST MFAP2 MFAP4 MFAP5 MGP MITF MME MMP2 MRC2 MSC MXRA5 MXRA8 MYH11 MYOC NET1 NIBAN1 NOTCH2 NOTCH2NLA NOVA1 NPY1R NT5E NTRK2 OGN OGT OLFML1 OLFML2B OLFML3 OMD OSR2 PAMR1 PCDH9 PCOLCE PCOLCE2 PDE4DIP PDGFD PDGFRA PDGFRL PDLIM3 PEG10 PHLDA2 PID1 PLA2G2A PLA2G4A PLAGL1 PLBD1 PLN PLP1 PLTP PPL PRELP PRR16 PRRX1 PTGDS PTGFR PTGIS PTPN13 PTPRD PTPRG PTX3 RCN3 RECK RERGL RHOBTB3 ROBO1 ROR1 S100A4 SCARA3 SCRN1 SDC2 SEMA3C SERPINA3 SERPINA5 SERPINE2 SERPINF1 SETBP1 SFRP4 SGCD SGCE SHOX2 SLC22A3 SLC2A10 SLC39A14 SLC5A3 SLIT2 SLIT3 SOX9 SPOCK1 SPON2 SRPX SSPN STEAP1 SUSD5 SVEP1 SYNE3 TENM1 TGFB2 THBS2 TIMP1 TMED3 TMEM176B TMEM45A TNC TNFAIP6 TNXA TRO TSPAN8 TWIST1 UGDH UST VCAN VEGFD WDR41 WNT5A BORCZUK_MALIGNANT_MESOTHELIOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BORCZUK_MALIGNANT_MESOTHELIOMA_DN ACAP1 ACSM1 AGFG2 AMPD1 AMY1A ANXA9 AOX1 APOD ARAP1 ARHGAP44 ATG2A ATP2A1 B4GALT1 BORCS8-MEF2B C6 C7 CAPN3 CASP10 CCL2 CCL21 CD19 CD22 CD38 CD6 CD79A CD79B CDKN2A CFP CHRD CKMT2 CLCN1 CPA3 CPT1B CTTN CYP3A5 DDT DENND3 ERCC5 FCER2 FCMR FGF12 FKBP2 FRZB FSCN2 FXYD1 GRAP2 HAS2 HEXA HEXIM2-AS1 IGHD IGHM IGKV1OR1-1 IL7R KIR2DL4 KIR3DL2 LBX1 LCAT LMOD1 MAST4 MEG3 MS4A1 MYL3 N4BP2L2 NBEAL2 NCF1 NCR1 NEAT1 NFIA NKTR OVOL3 PCSK7 PLA2G2A PLXNB1 PNOC PPT2 PRB1 PRY PTOV1-AS2 PTPRCAP RAD9A RAPGEF3 RBBP6 RBMY2AP RCE1 RDH16 RGS16 SAT1 SEMA3B SEMA3F SEZ6L SF1 SFPQ STS TAP2 TCIRG1 THSD7A TOP6BL TPSAB1 TRAF1 TRAF3IP3 TRPC2 VILL VIPR2 WT1-AS XPNPEP2 ZBTB7A BORCZUK_MALIGNANT_MESOTHELIOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BORCZUK_MALIGNANT_MESOTHELIOMA_UP ACAP2 ACBD3 ACTL6A ADNP AHCY ANXA2 AP2S1 AP3B1 ARL1 ARPC4 ATP2A2 ATP5F1A AZIN1 BET1 BICD2 BLMH BLVRA BPHL BUB1B BUB3 CALD1 CALU CAPN7 CBX3 CCNB1 CCNE2 CCNF CCNG1 CCT2 CCT3 CCT5 CCZ1 CDC27 CDC42BPA CDK4 CDK7 CDKN2C CENPS CGRRF1 CHTOP CKS1B CKS2 CNOT8 COA1 COPA COPS5 CPQ CRABP2 CREBBP CSNK1D DBI DBN1 DCK DDOST DDX18 DENND5A DESI2 DKC1 DNAJA1 DOCK1 DUSP7 DYNLT3 EIF3H EIF3I ELOC EMG1 EPRS1 ERGIC3 F2R F8A1 FADS1 FBL FKBP1A FKBP4 FLNA FNTA FSCN1 FTSJ1 FZD6 G3BP1 GARS1 GDI2 GINS1 GLO1 GRB2 GTF2A2 H2AZ1 H2AZ2 HACD2 HDGF HIPK1 HMGA1 HNRNPC HPRT1 HSP90AB1 HSPA4 HSPA8 IARS2 ILF2 IPO7 ISG20L2 ITGAV JTB KDM1A KDM5B KIF11 KIF2A KIF5B KIFAP3 KIFBP KPNA2 KRIT1 KRT10 LAMC1 LAMP2 LAMTOR5 LDOC1 LIN37 LINC00869 LOXL2 LPGAT1 LUM LYPLA1 MACIR MACROH2A1 MAD2L1 MAGED1 MAGED2 MAP2K1 MAPK9 MAPKAP1 MAPKAPK2 MAPRE1 MCM6 MED21 METTL18 MFN1 MOB1A MORF4L2 MPC2 MPZL1 MRPL28 MRPL3 MSH6 MSMO1 MTCP1 NAP1L1 NCBP2 NCK1 NDUFS2 NEK4 NHP2 NME1 NUDT1 OSMR P4HA1 PABPC1 PAK2 PAPOLA PARK7 PARP1 PARVB PCLAF PCMT1 PCNA PDCD6 PGK1 PGRMC1 PIGC PKM PLD3 PNO1 POMK PPP1R2 PPP4C PPT1 PRDX4 PRKCA PRKDC PRPS2 PRPSAP2 PRRC2C PSMA2 PSMB6 PSMB7 PSMD10 PSMD2 PSMD8 PTGES3 PUF60 PYCR1 QKI QSOX1 RAB1A RAB32 RAB4A RAC1 RAD1 RAD21 RAF1 RALA RAN RAP1A RAP1B RAP1GDS1 RARS1 RASA1 RBBP4 RCN2 RCOR1 RFC2 RFC4 RHOBTB3 RIF1 RIT1 RNF2 RO60 RP2 RPA1 RPS15A RPS6KA3 S100A11 S100A2 SAP30 SCAMP3 SCCPDH SDHB SEC23IP SEC24D SEC61G SELENOW SERBP1 SKIC3 SKP1 SLC25A1 SLC25A3 SMAD2 SMAD4 SMAD5 SMARCC1 SMC1A SMC4 SMNDC1 SNRPF SQLE SRD5A1 SRPK1 SRPK2 SRSF1 SRSF10 SRSF3 SS18 SSBP1 SSR1 STAT3 STIP1 STK17A TAF11 TAF12 TAF5L TERF1 TFDP1 TGFB1 THAP11 THBS2 TK1 TMED7 TMEM183A TMEM97 TNPO1 TOP2A TPX2 TRIAP1 TUBA1A TUBA3C TUBA3E TUSC3 UBA2 UBAP2L UBE2A UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2E3 UBE2G1 UBE2N UBE2S UBQLN2 UBXN7 UROS USP9X UTP25 VAMP3 VAMP7 VBP1 VDAC1 VRK2 WEE1 WSB2 WTAP XPOT XRCC5 YKT6 YWHAQ YWHAZ ZBTB14 ZMYND11 ZNF318 ZWINT BORLAK_LIVER_CANCER_EGF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BORLAK_LIVER_CANCER_EGF_UP ACOT9 AEBP1 ALCAM ANXA2 ATF3 BEX2 BLNK BTG2 BTG3 CA2 CCNB1 CCND1 CD63 CDK1 CIDEA CLDN7 COL4A1 CPE DDR1 ECT2 ELF3 EPS15 ETS2 FOS ID1 IGFBP1 JUNB KRT18 KRT8 LPL LTB LY6D MKI67 PDGFA PLSCR1 RAB3D RBM3 RBP1 RHOC RRM2 S100A11 SCD SERPINB6 SERPINE1 SLC7A7 SPP1 TCEAL9 TFF3 TGFA TGIF1 TLR6 TWF2 VIL1 BOSCO_ALLERGEN_INDUCED_TH2_ASSOCIATED_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOSCO_ALLERGEN_INDUCED_TH2_ASSOCIATED_MODULE ALOX5 APBB1IP ARRDC2 ASAP1 BATF BCL2 BCL2L1 BCL6 BCL9L BHLHE40 BTG1 CAMK2D CASP3 CCL1 CCL22 CD200R1 CD69 CD83 CD84 CDCA7L CDH1 CEACAM1 CERS6 CES4A CISH CLUHP3 CNKSR2 CSF1 CXCL13 CYLD CYSLTR1 CYSLTR2 CYTIP CYTOR DACT1 DARS1 DCDC1 DEPDC7 DHRS3 DPP4 DUSP4 DUSP5 EEIG2 ELAPOR2 ELL2 ENO1 EOMES ETNK1 FCER2 FLT3LG FOXP3 FURIN GFI1 GNPDA1 H4C14 HIPK1 HIPK2 HPGD ID2 IKZF1 IKZF4 IL13 IL17RB IL1B IL2RA IL36A IL4R IL5 IMMT IRF4 ISCA1 ITK JAML JCHAIN KLF3 KPNA6 KRT1 LCP2 LIF LRFN2 LRRC32 LRRN1 MAL MEF2C MEOX1 MIR155HG MIR4435-2HG MKRN1 MRPL35 NABP1 NAT9 NCOA3 NDFIP2 NFKBIZ NR4A3 NRCAM NSMCE1 OR5AN1 PCGF5 PECAM1 PGM1 PHF20L1 PITRM1 PLCL1 PLLP PLPP1 PLXDC1 POLR2M PTGER2 RAB19 RAB27B RAB30 RAP1A RAP2B RASGRP3 RASL11A RFLNB RPL5 RRAGD RRS1 SEMA5A SEMA7A SERPINB6 SGSH SLC12A2 SLC26A11 SLC37A3 SLC39A8 SLCO3A1 SNTB1 SOCS1 SOCS2 SPINT2 STAP1 STAT4 STK17B SYTL3 TAB2 TAF4B TBC1D1 TIAM1 TMEM71 TNFRSF14 TNFRSF9 TPP2 TRAFD1 TSC22D3 TTC39B XBP1 YEATS4 BOSCO_EPITHELIAL_DIFFERENTIATION_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOSCO_EPITHELIAL_DIFFERENTIATION_MODULE A2ML1 ADGRF1 ANXA9 CEACAM5 CEACAM6 CEACAM7 CLCA4 CLDN7 DENND2C DUOX2 ECM1 ELF3 EMP2 F3 FAM3D FBXW10 GABRP GPRC5A H19 HSPB8 IGHA1 IGHD IGHM IGKC IGLJ3 IL36A KRT13 KRT16 KRT17 KRT18 KRT3 KRT4 KRT78 LCN2 LMO7 MAL MUC1 MUC16 MUC21 MUC4 NCCRP1 NDRG2 PARD6B PPL PSCA PTPN3 RDH10 RHCG SCEL SERPINB2 SLC6A14 SPINK5 SPNS2 SPRR1A SPRR1B SPRR2A SPRR3 TACSTD2 TGM3 TM4SF1 TMPRSS11A TMPRSS11B TMPRSS11D TMPRSS11E TMPRSS2 TMPRSS4 TRIM16 TRIM16L TSPAN6 BOSCO_INTERFERON_INDUCED_ANTIVIRAL_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOSCO_INTERFERON_INDUCED_ANTIVIRAL_MODULE ANXA2R-OT1 APOBEC3G APOL1 APOL6 ARAP2 AVPR2 CCL2 CD274 CD40 CD80 CDK1 CGAS CMTR1 CYP24A1 DDX60 DHX58 EIF2AK2 EPSTI1 GBP4 GBP7 GCH1 GOLGA4 HERC5 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT3 IFIT5 IFITM3 IRF7 ITGA4 KPTN LAMP3 LAT LILRB1 LINC01128 LRRC37A11P MIA3 MOV10 MS4A6A MX1 MYO1G NCOA7 NOD1 NUB1 OAS2 OAS3 OASL P2RY14 PANK2 PARP12 PML PNPT1 PRAF2 PTPN2 RIN2 RSAD2 SAMD9L SDC3 SLAMF7 SLC25A28 SLC39A8 ST3GAL5 STAT2 TDRD7 TMEM106A TMEM176A TNFSF10 TNIP3 TRAFD1 TRIM22 TTYH2 UBE2Z XAF1 ZBP1 BOSCO_TH1_CYTOTOXIC_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOSCO_TH1_CYTOTOXIC_MODULE ABCB1 ACOD1 ADAM19 ADAM3A ADORA3 ANKRD22 ANXA2R APOL3 ARNT2 ATF5 BATF2 BCL2 BCL2L14 CALHM6 CCL7 CCL8 CCR5 CD163L1 CD28 CD300E CD38 CD5 CDC7 CDK6 CEMIP CERS4 CH25H CMKLR1 CMPK2 CRABP1 CTLA4 CXCL10 CXCL11 CXCL9 DNA2 DPCD ENPP2 F13A1 F2R FAM20A FBXO39 FCGR2B FFAR3 FUT2 GAS6 GBP6 GIMAP4 GIMAP5 GIMAP7 GIMAP8 GNLY GPR171 GZMB GZMK HAMP HAPLN3 HERC6 HESX1 HS3ST3B1 IDO1 IFNB1 IFNG IL10 IL12RB2 IL15 IL15RA IL21 IL2RA IL4I1 IRF4 ISG15 ITGA9 KLHDC1 KLRD1 KNL1 LILRB5 MERTK MKI67 MS4A6E MYBL1 NKG7 OR2A5 OR5D14 OR6K6 P2RX5 PLEKHO1 PRF1 PRKCA PRKCQ PTGER2 RGL1 RHBDF2 RNASE2 RRM2 RTP4 RUNX3 SAMD3 SDS SH2D1A SLA2 SLAMF1 SMOX SOCS1 SSTR2 STAB1 STAT4 STRIP2 TMEM229B TNFSF18 TRAT1 TSHZ3 TXK TYMS USP18 BOUDOUKHA_BOUND_BY_IGF2BP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOUDOUKHA_BOUND_BY_IGF2BP2 ABCB6 ABHD4 ABRACL AK1 ALYREF AP3M1 AQP5 ATP2A1 ATP5F1E ATP5MF ATP6V0C C6orf226 CCND1 CCND3 CCNG1 CD81 CHCHD4 CISD1 CMC4 COX7C COX8A CRTAP CRYAB CSF1 CUX1 DESI1 DNAJC30 DYNLL1 EMC6 EN1 EPB41L3 EPS8 FAM89B FAU FTH1 GAS5 GID8 GNG12 H2BC10 HIGD2A HOXA11 HSPA1B HYCC1 INSIG2 IQGAP1 ISCA2 KIF3C KLF9 LBR LIMS2 LSM10 LSM5 LXN MAN2A1 MAP1LC3B2 MARCHF2 NACA NAPG NDRG1 NDUFA1 PCBP1 PDPN PEA15 PHLDA3 PSIP1 PSRC1 PTPN12 PTPN21 RAB31 ROMO1 RPL22 RPL36 RPLP0 RPS10 RPS15 RPS16 RPS27A RPS4X RRP8 S100A6 SDF2 SEC61B SERPINE2 SMIM14 SPOP SRSF10 TIMM8A TMEM147 TNKS2 TNNI1 TNNT2 TRIM54 TRIP6 TSPAN5 UAP1 UBE2D2 UNC50 VAMP8 VBP1 VEGFD VPS26A VPS29 VPS54 VTI1B WDR5 XPO1 ZDHHC8 ZMAT3 BOWIE_RESPONSE_TO_EXTRACELLULAR_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOWIE_RESPONSE_TO_EXTRACELLULAR_MATRIX IFI16 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFNGR1 IRF1 IRF7 ISG15 MX1 OAS1 PSMB10 PSMB8 PSMB9 STAT1 BOWIE_RESPONSE_TO_TAMOXIFEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOWIE_RESPONSE_TO_TAMOXIFEN CCL5 IFI16 IFI27 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IFNGR1 IRF1 IRF7 IRF9 ISG15 MX1 OAS1 OAS2 STAT1 BOYAULT_LIVER_CANCER_SUBCLASS_G123_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G123_DN ACAA1 ACAA2 ACADL ACSM5 ALAS1 ASPA CBR4 CFI CUX2 DCXR DMD ECHDC2 ECM2 EPHX2 ETFDH ETNK2 EXPH5 F8 FAS FGA FYN GABARAPL1 GABARAPL3 GCDH GOT2 GRHPR HADH HAO1 HPD HYAL1 ITIH4 MAT1A MLYCD MSRA MTHFD1 NR1I2 PCK2 PRODH2 PROZ PSD3 RCL1 RGN RIDA SEC14L2 SLC16A2 SLC25A15 SLC27A5 SLC28A1 SLC4A4 SLC6A12 ST3GAL6 BOYAULT_LIVER_CANCER_SUBCLASS_G123_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G123_UP ACLY ATAD2 BARD1 CACYBP CAPRIN1 CBX1 CCNB2 CCT3 CD24 CD24P2 CD24P4 CKAP4 CPD CPSF6 DUSP12 ENAH FABP5 GINS1 HAT1 ISG20L2 KIF20A KPNA2 LARP4B MAP4K3 MRPL9 NT5DC2 PEG10 PLCB1 PNMA1 POGK PON2 PRKCI PRKDC RBM3 RFC4 SAC3D1 SGCE SHC1 SMC4 SNRPB SNRPD1 SNRPE SUCO TMPO TUFT1 UBAP2L VIL1 BOYAULT_LIVER_CANCER_SUBCLASS_G12_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G12_DN ABCG2 ACSL5 ADI1 ALDH1L1 ANKRD13C-DT FAH FAM13A GCKR GSTA3 HGD HLF PIK3C2G QDPR RUNDC3B TSKU BOYAULT_LIVER_CANCER_SUBCLASS_G12_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G12_UP AFP ARF1 ATRN CAMSAP2 CEBPA CHKA CREB3L2 EFNA1 FBXW2 FGFR4 GORASP2 H1-0 HSPA14 LPGAT1 MFF MKKS MYH4 NCK2 NUAK1 PIGC PRCC RAP2A RBM34 RCOR3 RPS6KC1 SCAMP3 SLC29A1 SMYD3 SUN1 SYNJ2 TMEM106B TMEM183A TMEM260 TOR3A TTC13 TUG1 UXS1 WDR26 YY1AP1 ZNF281 BOYAULT_LIVER_CANCER_SUBCLASS_G1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G1_DN ABCB1 ABHD2 ACYP2 AK2 ALDH1A1 BLCAP BTN3A2 BTN3A3 CDC14B COQ9 CRYBG1 CTBS CTSB CYP4F11 CYP7B1 DGLUCY GADD45A GBE1 GCHFR GCLC GCLM GLRX HMOX2 HSD17B10 KAT2B KLF9 LAP3 MBNL2 MPDZ PRSS53 SDHB SLC16A1 SLC39A8 SPSB1 TLR3 TMED5 TRIM2 VKORC1 ZNF330 ZNF593 BOYAULT_LIVER_CANCER_SUBCLASS_G1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G1_UP ABCC10 ABHD3 ADAR ADGRG1 AHNAK AHSA2P ARHGEF3 ARID3A ATP2B1 ATP5MC2 B4GALT3 BRD3 C2CD5 CACNA1D CCZ1 CDK19 CLDN7 CRNKL1 CTNND2 CXADR DCPS DDR1 DENND2B DHRS7 DNAJC9 EDEM3 ELP1 EPHB4 EXOC2 F11R FAM168B FNBP1 HIC2 HNRNPA0 HOOK2 IDUA IGF2 INPP5A KCTD3 KDM5B KLHL23 LAD1 LBR LLGL2 LMNA MAP4K4 MAPK13 MARCHF3 MATN2 MEX3D MGP MMP11 MPZL1 MYO5C MYRF NAP1L1 NCOA3 NOTCH2NLA NREP NRXN3 NTAN1 NUP133 PAIP1 PDCD4 PDGFA PEG3 PIAS4 PLPP2 PLXNA2 POGZ PRPF4B PRR15L PRRC2C RABGAP1 RABIF RBFOX2 RBM8A RO60 RPA1 RPL17 RPLP0 RPS19 S100A14 SAYSD1 SEPHS1 SETDB1 SFI1 SMARCA1 SMARCC1 SMG7 SOX13 SOX9 SPINT1 SPINT2 SREBF2 SREK1IP1 ST14 STT3A TAX1BP3 TIA1 TJP3 TLR5 TMEM63A TNFSF4 TPR TRIOBP TTC3 TTLL4 UBAP2 UBXN7 ZNF143 ZNF165 ZNF468 ZNF551 ZNF83 ZSCAN18 BOYAULT_LIVER_CANCER_SUBCLASS_G2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G2 ALDOC AMIGO2 ARHGEF40 CD58 CNPY2 DEGS1 ENPP2 EPHA1 FHOD3 HIP1 INHBB INTS7 ITGA5 KIF14 KLHL7 MCTP1 MEIS2 MLLT11 MOAP1 MOSPD1 NAV3 PAN2 RPN2 RRAS2 SAP130 SATB2 SDF2L1 SLC2A6 BOYAULT_LIVER_CANCER_SUBCLASS_G23_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G23_DN ACO1 CDO1 COBLL1 N4BP2L1 PDE2A PTH1R RAMP3 SERPINF2 SORD STARD5 BOYAULT_LIVER_CANCER_SUBCLASS_G23_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G23_UP ABCG1 ARFGEF2 ARPC1A BLTP2 BUB1B CCNE2 CENPA CENPU COCH DBF4 DDOST DLGAP5 DNAJC6 ECT2 FEN1 H2AZ1 HLTF IARS1 IGF2BP3 KIF4A LYSET MAPK1 MCM2 MCM3 MCM6 MEMO1 MKI67 NARF NDUFA4L2 NEK2 NPC1 OIP5 PKM PTH2R RRAGD RRM1 SFN SLBP SLC26A2 SLC38A1 SLC39A6 SLC50A1 SMC2 SUZ12 TFPI TFRC TUBG1 TWF1 TYMS UBE2S UPF3B USP1 XK BOYAULT_LIVER_CANCER_SUBCLASS_G3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G3_DN ACADVL ACAT1 ALAD ALDH5A1 APLNR ASGR2 CA5A CD302 CFH COL18A1 COX7A1 CPB2 CPN2 CRYL1 CYP27A1 DHTKD1 ECHS1 F7 FMO4 FXYD6 GAMT GGCX GIMAP5 GPLD1 IFIT1 KNG1 MASP1 MAT2A MGMT MTARC2 PCSK6 PIK3R1 PON1 PRG2 RARRES2 SARDH SELENBP1 SERPINF1 SERPING1 SLC25A20 SLC2A2 SLC38A3 SMARCA2 SORBS2 TF TMEM176B TMEM204 TMPRSS6 TNS2 TNXA TST TTC38 ZCCHC24 BOYAULT_LIVER_CANCER_SUBCLASS_G3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G3_UP ACACA ACTL6A ADSL AGA AIMP1 ANP32E ARPC4 ARPP19 ASAP1 ATIC BOP1 BRD7 BUB1 C5orf22 CANT1 CASC3 CBX3 CCDC86 CCNA2 CCT2 CCT4 CCT5 CDC6 CENPM CEP55 CKLF CLIC1 COIL COPS5 CSDE1 CSNK1D CYB5B DHX15 DKC1 DNAJC10 DR1 DUSP3 EBNA1BP2 EIF2S1 EIF3B EIF3H EIF4A3 ELOC EMC1 EML4 ENO1 ENOPH1 EZH2 FAM50A FANCI FNBP1L FTH1 FXR1 G6PD GLA GMFB GNB1 GNL3 GOLT1B GPN1 GTF3C3 H2BC21 HGS HJURP HMMR HNRNPR IPO5 IPO7 ITGB1BP1 JPT1 KDM3A KIF1B KIF2A KIF2C KLC1 KPNB1 LANCL1 LPCAT1 LRP12 LRRC59 MAD2L1 MAPRE1 MARCKS MED1 MED24 MELK MMD MPV17 MPZL2 MRPL42 MRTO4 NARS1 NCAPD2 NCAPG NDC1 NDC80 NDRG1 NGRN NLE1 NME1 NME2 NOL11 NPEPPS NRAS NSF NTAQ1 NUP107 NUP155 NUP37 PAK1IP1 PAPOLA PDCD2 PFN2 PGD PGK1 PHB1 PHLDA2 PIGF PLEKHF2 PLOD2 POLR2K PPP1CC PPP2R3C PRIM1 PRKAR1A PRMT5 PSMC4 PSMC6 PSMD11 PSMD14 PSME3 PTBP2 PTGES3 PTP4A2 PUS7 PWP1 RAD21 RAD51AP1 RBBP4 RBM28 RFC3 RIT1 RPL8 RPRD1A SAP30BP SEC61G SLC16A3 SLC38A6 SLC52A2 SLC7A1 SMAD2 SMC1A SMG8 SNRPA1 SNRPD2 SNX7 SRI SRM STMN1 SUB1 TACC3 TAF2 TBL1XR1 TDG TGIF1 TIPIN TMEM185B TMX1 TOPBP1 TPD52 TPD52L2 TPRKB TRIM31 TRIP13 TSN TTK TXN UBE2V2 UBR5 UCK2 UGCG USP14 USP3 UTP18 VMP1 WASHC5 WDR12 WDR45B XPO1 ZWILCH BOYAULT_LIVER_CANCER_SUBCLASS_G56_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G56_DN AGPAT2 BHLHE40 CCN2 F2RL1 HPS5 IER3 IL4R LGALS3BP MAFF NAV2 NCALD PLD1 QSOX1 RAB27A THBS2 TRIB1 VNN3P BOYAULT_LIVER_CANCER_SUBCLASS_G56_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G56_UP CPPED1 DPP4 DUT GLUL LAMA3 NEDD4 REG3A RHBG SMYD2 SPARCL1 TBX3 BOYAULT_LIVER_CANCER_SUBCLASS_G5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G5_DN ARHGDIB ARL4C BCL3 CELF2 CLEC2B CYBA DAB2 EMP3 EZR HLA-DPA1 HLA-DPB1 HMGN3 ICAM1 IFI16 IFI44 IL10RA LAPTM5 PELI1 PTGER4 RAB31 S100A11 SEL1L3 SIRPA SIRPAP1 STAT1 TGM2 THEMIS2 WIPF1 BOYAULT_LIVER_CANCER_SUBCLASS_G6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G6_DN AGO2 CDH1 CMTM6 GATA6 HES1 INPP1 LDLR LSR NUP98 OSBPL9 RAB27A RFTN1 RRBP1 SDC4 SLC20A1 SYT17 TNFSF10 TNS1 TRIM15 BOYAULT_LIVER_CANCER_SUBCLASS_G6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYAULT_LIVER_CANCER_SUBCLASS_G6_UP ACSL6 ACSS3 ACTN2 AP3S1 ASPSCR1 ATP6V0E2 BCAP31 BMP4 BPNT2 C1QTNF3 CBR1 CCDC170 CEMIP2 COL7A1 CRYZ CTNNA2 CTNNBL1 DYNC1I1 EFR3A FBXL5 FHIT FIRRM GALNT1 GGH GREB1 HEXA HSDL2 ITPR2 LEF1 LGALS8 LPIN1 MARCHF8 MERTK MLEC MME NEK3 NPR2 PANX1 PARVB PREB RAB4A REG1A RHOBTB1 RNF43 SAMM50 SEPTIN4 SIAH2 SLC13A3 SLC22A11 SLC22A4 SLC5A6 SLC6A2 SULT4A1 TBCA TCEAL1 THSD1 TIMM17A TMCC1 TRIB2 TTC9 UGGT1 VSNL1 VSTM4 WASHC3 YPEL1 ZBTB18 BOYERINAS_ONCOFETAL_TARGETS_OF_LET7A1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYERINAS_ONCOFETAL_TARGETS_OF_LET7A1 CDC34 COL4A5 FIGN HMGA2 IGF2BP1 IGF2BP2 LIN28B MED6 NAP1L1 NME6 PIGA SLC25A24 BOYLAN_MULTIPLE_MYELOMA_C_CLUSTER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_CLUSTER_DN AIG1 AK7 B4GALT6 CCND2 CD69 CTSV EGLN3 EID2 H4C9 HS1BP3 IRS2 KCNQ1OT1 KLF6 KLF7 MS4A1 NRIP1 PTPN22 RAB20 RECK RGS1 RNF125 RRAS2 SARAF SAT1 SERPINB1 SLC7A11 SOAT1 SPP1 TRIM34 XIST ZBTB10 ZBTB20 BOYLAN_MULTIPLE_MYELOMA_C_CLUSTER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_CLUSTER_UP ADRA2A APC B3GNT8 CAD CSTF1 DPP4 EPS8 FOXM1 FOXP4 GABPB1 GAS2L3 HNRNPD KRAS MARCKSL1 MLLT1 MSH5 MTOR NCAPG NFYA NIBAN3 NRARP POMT1 PPM1F PTER PTGR1 RAG1 RBM14 RELN SKP2 SLC43A3 SSX2IP STOM TIFA TPM3 TYMS UHRF1 ZFPM1 BOYLAN_MULTIPLE_MYELOMA_C_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_DN ABCB1 AIG1 AK7 APOE ATXN1 B4GALT6 BCL11B BICD1 BPIFA2 C3orf33 CERS6 CKB CTSV CYSTM1 DOCK5 EGLN3 EID2 ENAH FAM234A FZD6 G6PC3 IFT43 IRS2 JUN KCNN4 KCNQ1OT1 KIF13A KLF6 KLF7 LAPTM4B LINC-PINT MAGEH1 MAP9 MYOF NFIC NRIP1 PDE4D PLOD2 RAB20 RAB30 RGS1 RNF125 RNF43 SAT1 SERPINB1 SFMBT2 SLC30A1 SMR3A SOAT1 SPP1 TANC1 TMEM191B TNFRSF21 TRIM5 TSC22D1 VOPP1 XIST ZBTB10 ZC2HC1A ZSWIM6 BOYLAN_MULTIPLE_MYELOMA_C_D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_D_DN ABI3BP ADA AFP ALCAM AMY2A ANXA2 APOL2 APP AQP3 ARFGAP3 ARHGAP6 ARL4C ARMCX2 ARMCX3 ARSG ATAT1 ATP6V0A1 B3GALNT1 BASP1 BSCL2 C15orf48 C3 C7orf57 CACNA1H CACNA1S CACNB3 CAMP CASP4 CCL5 CCND2 CCR2 CD177 CD226 CD28 CD3D CD3E CD3G CD7 CD8B CD9 CDH2 CEP250 CERS4 CFAP61 CFP CHIA CHST1 CLDN7 CLEC4E CORO2B CP CPE CPEB3 CRELD2 CRYBA4 CSTA CTSG CTSW CTTN CXCR6 DCLRE1B DHRS3 DNAJB14 DSG2 DSP EAF2 EDEM1 ELANE ELL2 ELOVL7 ENPP1 ENTPD1 EOMES EPCAM F13A1 F2R F2RL1 FADS3 FAM135A FAM219A FARP2 FGL2 FNDC3B FOS FOSL2 FPR1 FRMPD2 FSCN1 FYB1 GABRA4 GATM GBP6 GCA GDA GGH GIMAP4 GIMAP8 GNAZ GPC1 GPM6A GPR160 GPR174 GPR183 GRAMD1B GRAMD1C GVINP1 GZMA HBA2 HDC HID1 HLA-A HMGN3 HOOK1 HP HSD11B1 ICOS ID2 IFI16 IFITM3 IGF1R IGSF6 IL13RA1 IL18R1 IL18RAP IL2RB INPP4B IQGAP2 IRF6 ISG20 ITGA1 ITGAL ITGB5 ITK ITPRIPL2 KDELR3 KDF1 KHK KIAA1217 KIT KLRC1 KLRD1 KLRK1 KRBA1 LAX1 LCN2 LDHB LILRB3 LILRB4 LPAR4 LRG1 LRP12 LTB LTB4R LTF LYZ MAF MCEMP1 MDFIC MEGF9 MFSD4A MGAM MMP8 MMP9 MPO MS4A1 MS4A2 MVB12B MYO1F NBEA NFIL3 NKG7 NSD3 OLFM1 OLFM4 OOSP1 OOSP2 OSBPL3 OXR1 P2RY14 P4HA2 PAFAH2 PAWR PGLYRP1 PIK3CB PLAAT3 PLCB4 PLEK PLIN3 PLSCR1 PON3 PRDM1 PRG2 PRKCQ PRLR PRTN3 PTPN22 PTPRE PYGL RAB32 RAB3D RAPH1 RASGRP3 RECK RGCC RGS13 RGS18 RHOB RHPN2 RMDN2 RNASE3 RNF128 RNF215 RORA RRAS2 RSPH1 RTP4 RUNX2 S100A8 S100A9 SARAF SCAMP1 SCART1 SEC24D SELENOM SELENOP SEMA4A SEMA4F SERPINA3 SGMS2 SH2D1A SIRPB1 SLC16A5 SLC25A24 SLC41A2 SLCO3A1 SLCO4C1 SLFN12L SLPI SMAD1 SNTB1 SPAG6 SPON1 SQOR ST8SIA6 STAT4 STEAP4 TAF9B TBC1D8 TBX21 TENT5C TFEC TGFBI TIAM1 TMEM154 TMEM176A TMEM176B TMEM38B TNFRSF17 TNS3 TPSAB1 TRBC2 TRDC TRGC1 TRIM34 TRIM5 TSPAN2 TTC39B UPP1 VAV3 VCAM1 WIPI1 XDH ZBP1 ZBTB16 ZBTB20 ZNF467 BOYLAN_MULTIPLE_MYELOMA_C_D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_D_UP ACY1 AFF3 AGPAT5 AKAP12 AMZ1 ANKRD37 AP1S3 ATAD1 ATP5PO BACH2 BAG2 BAMBI BCAT1 BCL11A BCL2L1 BCL7A BMAL2 BPNT1 BRD8 CCDC85C CDKN1A CECR2 CEP68 CFAP298 CHCHD6 CHML CLASP2 CNN3 CPSF2 CROCC CSPP1 CTH DDX19B DIRAS1 DIRAS2 DNAJB4 DYNLT2 DYRK2 EBF1 EDARADD EGFL6 EPRS1 EPS8 ESCO2 ESRRB FAM43A FANCA FARSB FUBP1 FUS GABPB2 GAR1 GCH1 GCN1 GDPD3 GID4 GPAT3 GSDME HOOK3 ID3 IDI1 INCENP IQGAP1 IRAG2 ITSN1 KIF7 KLC1 KLF9 LGR6 LINGO3 MARK3 MND1 MRPS6 MSH5 MTHFD1 MYL4 NAP1L1 NAT8L NCL NIBAN3 NOLC1 NORAD NT5DC2 NUDT21 OTUB2 PABPC1 PACC1 PAX5 PDLIM1 PDS5A PINLYP PKIG POFUT1 POLH POT1 PPM1E PRKACB PTK2 PTPRS RAD51B RAD54L RBM38 RCOR1 RHOH RPL23 SART3 SBK1 SCARB1 SERF1A SF3A3 SGMS1 SHMT1 SIVA1 SLC16A1 SLC29A1 SMPD4 SNORA24 SNORD52 SNRPF SOD2 SOX4 SRFBP1 SRGAP2 STXBP1 SUPT16H TAF1D TARBP1 TFRC TIFA TMEM143 TMOD1 TPM3 TRA2A TRIM2 UBAP2L USP25 UTP25 VPREB1 XYLB YWHAG ZEB2 ZFAS1 ZNF593 BOYLAN_MULTIPLE_MYELOMA_C_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_C_UP ANGPTL4 APOBEC2 ARVCF ASB2 CAD CARMIL1 CLIP1 CPSF6 CSTF1 DHX38 DPP4 DYRK2 EBF1 EMID1 ETS1 FAM110A FAM13A FAM53B FKBP3 FOXP4 GAS5 HEATR1 HNRNPD JCAD LGR5 LPCAT1 LRIG1 MARCKSL1 MCM3 MTOR NASP NFYA PDE2A PPM1F PRM1 PTER PTGR1 RBKS RLIM SKP2 SMTNL2 SPIB STX2 TMEM109 TSPY26P TYMS VPREB3 ZBED4 ZFPM1 ZMYND19 BOYLAN_MULTIPLE_MYELOMA_D_CLUSTER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_D_CLUSTER_DN ADAM19 ANO6 ARFGAP3 ARHGAP21 ASB2 BCL2L1 BRDT CAMKK2 CASP7 CCND3 CEP250 CRYBG1 CSRP1 CTDSPL CTNNA1 CUL7 GSN IL7R LASP1 LGALS1 LXN MTCH1 NFKBIE PBX2 PHKA1 PPP1R16B PPP1R3E PRKRA PSTPIP2 RPGRIP1 RSPH1 SH3BP1 SLC37A1 STK3 STX2 TRAPPC9 TSPAN2 BOYLAN_MULTIPLE_MYELOMA_D_CLUSTER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_D_CLUSTER_UP ACTR3B ADM BACH1 CCND1 CLEC2D CLYBL EIF5 GPR132 GSTO1 ISL1 KIFAP3 MXRA8 N6AMT1 NEFH NFIA OBSCN PLCH1 PLK2 PLLP PPM1A PPP1R13B PRODH SETD4 SH3BGRL2 STC2 UCHL1 ZFP14 BOYLAN_MULTIPLE_MYELOMA_D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_D_DN ABHD8 ABTB2 AHNAK ANXA4 ARAP2 ARHGAP21 ARHGAP26 ATP10A ATP11A BCL3 CASK CASP1 CASP7 CCDC88A CCL15 CD44 CD52 CEROX1 CGAS CHST15 CMPK2 CRYBG1 CSRP1 CSTF2T CTDSPL CTNNA1 CYBB CYTH4 DDX3Y DENND1C DRAM1 EHHADH EVA1B EZH1 FLOT2 GSN HNRNPLL HSD17B11 IFFO1 IFI27L2 IL2RA IL7R IPCEF1 ITGAM KRT18 KSR1 LGALS1 LIFR LILRA6 MAGED1 MAP10 MARCKS MTCH1 NAB2 NCF1 NFKBIE P2RX3 PBX2 PCBP2 PHKA1 PIWIL4 PPP1R16B PPP1R3E PRKRA PSTPIP2 PXYLP1 RPGRIP1 S100A1 S100A13 S100A6 SH3BP1 SLC28A2 SLC37A1 SMPD5 ST3GAL5 STK3 SYNE3 TDRD7 TIFAB TMEM141 UPB1 WFDC21P ZNF14 BOYLAN_MULTIPLE_MYELOMA_D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_D_UP AARS1 ADAT1 ADGRL2 ADM AFAP1 AGTPBP1 AKT3 ARHGAP29 ARL4A ASPH BACH1 BAG5 BCAP29 BLVRB CCND1 CCR7 CHD4 CHST7 CINP CLBA1 CLEC2D CLMN CLYBL COA8 COX6A2 CPM CPN1 DDIT3 DGLUCY DHCR24 DYNC2I2 EBF3 EIF5 EQTN FABP5 FAM221A FSTL1 FUT11 GART GGCT GPHN GSTO1 HSPB1 IRF2BP2 ISL1 ITGA6 KIAA1671 KLF9 L3MBTL3 LMNB2 LRIG3 MXRA8 MYC NAPSA NEFH NFIX NIPA1 NRF1 NSMF OBSCN PCP4 PDZD2 PIK3IP1 PLK2 POLR1A PPM1A PRODH PRSS23 PTPDC1 RAPGEF6 RASAL1 RRM2B RWDD3 SERTAD4 SETD4 SH3BGRL2 SLC15A3 SLC35F2 SLC47A1 SLC49A4 SPATS2 SPIRE1 SUSD3 TGS1 TIMM9 TLN2 TRMT61A USP15 XPO4 YDJC ZNF507 ZNF839 BOYLAN_MULTIPLE_MYELOMA_PCA1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_PCA1_DN BCL2L1 BLVRB CNN3 CPM EGFL6 FSTL1 KIAA1671 LHX2 PLK2 BOYLAN_MULTIPLE_MYELOMA_PCA1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_PCA1_UP ABI3BP AFP ALCAM AMY2A APOL2 APP ARHGAP6 ARMCX2 ARMCX3 ATAT1 B3GALNT1 BASP1 C3 CACNA1H CACNA1S CAMP CCL5 CCR2 CD177 CD3D CD9 CHIA CHST1 CP CPE CPEB3 CRYBA4 CSTA CTSG CTSW CXCR6 DDX3Y ELANE ELL2 EPCAM F2R F2RL1 FADS3 FGL2 FPR1 FSCN1 FYB1 GBP6 GIMAP4 GIMAP8 GPM6A GPR160 GRAMD1C HBA2 HDC HLA-A HOOK1 HP IFI16 IFITM3 IGHA2 IGHG1 IGKV1D-37 IGKV1D-43 IGKV4-1 IGSF6 IL18R1 IL2RB ISG20 ITGA1 ITGAL ITK JCHAIN KLRC1 LCN2 LILRB4 LPAR4 LRG1 LTB LTB4R LTF LYZ MAGED1 MFSD4A MMP9 MPO NBEA NKG7 OOSP1 OSBPL3 PAWR PGLYRP1 PLAAT3 PLIN3 PLSCR1 PRG2 PRLR PRTN3 RASGRP3 RECK RMDN2 RNASE3 S100A8 S100A9 SCART1 SELENOM SERPINA3 SLC25A24 SLFN12L SMR3A SPAG6 SPON1 STAT4 TENT5C TFEC TGFBI TMEM176A TNFRSF17 TRBC2 TRDC TRGC1 VAV3 WIPI1 XDH ZBP1 ZBTB16 ZBTB20 BOYLAN_MULTIPLE_MYELOMA_PCA3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_PCA3_DN ABHD8 ADAM19 ANXA4 APC APOBEC2 ARHGAP21 ASB2 ATP11A B3GNT8 BST1 CAPSL CASP1 CASP7 CCND3 CEACAM1 CRYBG1 CSTF2T CTNNA1 CYSLTR1 CYTH4 DDX3Y DENND4C DNM1L ECI2 EHHADH FLOT2 GAS7 GGTA1 GSDMD GSN HEATR5B HOXC4 HSD17B13 IGLC6 IGLV8-61 IL7R IPCEF1 KNDC1 LIFR LXN MARCKS MYL9 NXPE2 PCBP4 PHKA1 PRM1 PTGR1 RAG1 RDX RELN RIN3 RSPH1 RSPH9 SH3BP1 SKP2 SLC15A2 ST3GAL5 STK3 STOM SUCLG2 TIFAB TMEM141 TNNI2 TOP2B TSPAN2 UPB1 WFDC21P ZBED4 ZCCHC14 ZNF14 ZNF700 BOYLAN_MULTIPLE_MYELOMA_PCA3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BOYLAN_MULTIPLE_MYELOMA_PCA3_UP ABCB1 ABTB2 ACOT1 ACOXL ADSS1 AIG1 AK7 ALCAM ASNS ATF3 ATXN1 BCL11B BHLHE40 CCDC126 CCDC91 CCND1 CCND2 CD69 CDC42BPB CDK6 CERS6 CKB CTSV DNAI2 EID2 ENAH EQTN FABP5 FAM221A GAREM1 GPHN GPR65 GPRASP3 GRIK1 ISL1 JUN KCNF1 KCNQ1OT1 KIAA1671 KIF13A KLF7 LAPTM4B LGALSL LINC-PINT MEI4 MT1A MT2A MTHFD2L NRIP1 OBSCN PCP4 PIK3CB PLA2G4A PLK2 PLLP PPARGC1A PRSS23 PTPDC1 RAB20 RAB30 RET RNF125 RNF43 RRAGD SERPINB1 SFMBT2 SHCBP1L SLC30A1 SLC47A1 SMAD1 TFPI TLN2 TMEM38B TRIM5 TRMT61A TRPS1 TSPAN4 UCHL1 VOPP1 XIST ZFP14 ZNF827 BRACHAT_RESPONSE_TO_CAMPTOTHECIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_CAMPTOTHECIN_DN ADPRM AK4 ALDOA ANP32E ANXA4 BAD BAK1 BCL2 BNIP3L CDK1 CORO7 EMC2 ENO1 ENO3 ESYT1 FKBP3 GAPDH GPI HIGD1A HIKESHI HMGCS1 IFITM2 IFITM3 MIA2 MT1A NDUFV3 OSTF1 PDK3 PLAC8 PPIA PSAT1 RCN1 RPL3 RSU1 SASH3 SLC25A1 SLC44A2 SSB STAT5A SWI5 TAX1BP1 TUBB BRACHAT_RESPONSE_TO_CAMPTOTHECIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_CAMPTOTHECIN_UP BTG2 C1R CARHSP1 CBS CCNG1 CD53 CDKN1A CSRNP2 EI24 GRB10 H2AJ LPIN1 LRRC2 NECTIN4 NUDCD2 PIERCE1 PMM1 SERTAD1 TMEM185A TOB1 TP53INP1 TPP1 TRAFD1 TXNIP ULK1 ZFP36L1 BRACHAT_RESPONSE_TO_CISPLATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_CISPLATIN ABLIM1 ADGRE1 ASNSD1 BTG2 CCNG1 CD53 CDKN1A DHRS3 EI24 ISOC1 LILRB4 LPIN1 MALAT1 MDM2 NABP1 PMM1 SERPINA3 TMEM185A TOB1 TP53INP1 TXNIP VMP1 YPEL3 BRACHAT_RESPONSE_TO_METHOTREXATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_METHOTREXATE_DN AK4 ALDOA ANXA4 BCL2 BNIP3L CORO7 EMILIN2 ENO1 ENO3 FKBP3 GAPDH GPI HIGD1A HIKESHI HMGCS1 IFITM2 IFITM3 MIA2 MT1A NDUFV3 OSTF1 PDK3 PPIA SASH3 SLC25A1 STAT5A BRACHAT_RESPONSE_TO_METHOTREXATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRACHAT_RESPONSE_TO_METHOTREXATE_UP ABLIM1 ADGRE1 BTG2 CARHSP1 CCNG1 CD53 CDKN1A EI24 H2AJ LILRB4 LPIN1 LRRC2 MALAT1 MDM2 NECTIN4 PIERCE1 PMM1 TMEM185A TOB1 TP53INP1 TRAFD1 TXNIP VMP1 ZFP36L1 BRAUNE_GEIST_20_GENE_NOTCH_SIG_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRAUNE_GEIST_20_GENE_NOTCH_SIG_BREAST_CANCER FAT2 FLT1 HEY1 HEY2 HEYL JAG1 KIT KRT14 KRT5 MT1X NPR3 NRARP PDGFRB PLAT PRELP RHOV SEMA5B TNFRSF19 VSNL1 ZNF469 BREDEMEYER_RAG_SIGNALING_NOT_VIA_ATM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREDEMEYER_RAG_SIGNALING_NOT_VIA_ATM_DN ABCA1 ABHD14A ARVCF ASB10 ASPH AVL9 CACNA1H CCBE1 CENPA CLEC2D CRLF1 DUSP3 EIF2S1 FUNDC2 GFOD1 GPATCH2 GPSM1 HIPK2 HLA-DRA HVCN1 IFT22 IMP4 IRGM JAKMIP1 KANTR KBTBD2 KLRD1 KREMEN1 LANCL1 LIFR LMO4 MSH5 NAGLU NAV2 OSR2 PCBP4 PDZD2 PI4K2A PYURF RAB19 RASGRP3 RFC3 RGS18 RIOK3 RNF122 RPAP2 SCN8A SLC11A2 SLC15A2 SLPI SLX1A SMURF1 SNX10 SPATA13 SULT1A1 TECPR1 TF TMEM100 TRIM5 TSPAN2 ZW10 BREDEMEYER_RAG_SIGNALING_NOT_VIA_ATM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREDEMEYER_RAG_SIGNALING_NOT_VIA_ATM_UP ACP3 ADAT2 AHCYL2 AKR1C4 BLOC1S2 CCND1 CCR5 CD244 CDC23 CDHR2 CEP15 CNRIP1 COQ4 CRYGN CTSE DOCK7 EDARADD EHD3 ELOVL6 FAM32A GAK GH1 HGSNAT IL12A IQCF1 ISOC1 JADE1 KANSL1L KLHL14 KLHL7 KY LSM12 MAF MAFF MPP7 NOTCH2 PAIP1 PCDH11X PI4KB PIK3AP1 PJA1 PLA2G4B POGLUT1 PRELID2 RAB32 RCAN1 RNF157 SBSPON SEC23IP SGCB SH3RF1 SHFL SLC20A1 SLC5A9 SMG1 SNED1 ST6GALNAC2 THOC1 TIMMDC1 TMOD4 TXNDC15 WASF2 XAF1 ZC4H2 ZFP14 BREDEMEYER_RAG_SIGNALING_VIA_ATM_NOT_VIA_NFKB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREDEMEYER_RAG_SIGNALING_VIA_ATM_NOT_VIA_NFKB_DN ACAD10 ACADL ACP5 ANK3 BHLHE41 C1GALT1 CCDC126 CDK5RAP1 CENPC CITED2 CPEB2 CPNE9 CPT1A CUEDC1 D2HGDH DNAI2 ENTPD1 ESCO1 EYA1 G6PD HLA-DQB1 HLA-G IRAK4 KIF5B LSM8 MPZL2 MTDH PCTP PDXDC1 PHKA1 POMT1 RNF157 SLC44A1 SLC4A8 SSPN TAF4B TCEAL9 TGFBRAP1 TMEM254 TNK2 TRIM5 BREDEMEYER_RAG_SIGNALING_VIA_ATM_NOT_VIA_NFKB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREDEMEYER_RAG_SIGNALING_VIA_ATM_NOT_VIA_NFKB_UP ACER3 AKR1E2 ANXA4 BCL11A CAMK2B CIB1 CLDN34 COLEC12 CRIM1 CSGALNACT1 CSRP2 CYBB CYP2J2 DIPK1A DOCK7 DUSP16 FGGY GOLM1 HOOK1 IFT81 IFTAP IGF2BP3 IL6ST JUN KCNK6 KIF16B KIF17 LDLRAD3 LTB MAP3K8 MSRB2 NAT1 NEURL3 NFIX PEPD PKD2 PRRG4 QSOX1 RAB39A RETREG1 SELL SH2D5 SIVA1 SLC20A1 SMO SNRNP25 TCAIM THBD TMEM71 TRIM68 ZNF182 ZNF579 BREUHAHN_GROWTH_FACTOR_SIGNALING_IN_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BREUHAHN_GROWTH_FACTOR_SIGNALING_IN_LIVER_CANCER AXIN1 AXIN2 CTNNB1 DACT1 EGFR ERBB2 FZD7 HGF IGF2 MET PIN1 TGFA TGFB1 TGFBR1 TGFBR2 BRIDEAU_IMPRINTED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRIDEAU_IMPRINTED_GENES AIRN APOC2 ART5 ASB4 ASCL2 ATP10A CALCR CD81 CDKN1C CMAHP CNTN3 COMMD1 COPG2 DCN DDC DHCR7 DLK1 DRD1 FBXO40 FRAT1 GATM GNAS GRB10 HTR2A IGF2 IGF2R IMPACT INS KCNQ1 KLRB1 MAGEL2 MCTS2 MEG3 MEST MKRN3 MST1R NAP1L4 NAP1L5 NDN NNAT OSBPL5 PEG10 PEG3 PHLDA2 PLAGL1 PON2 PON3 PPP1R9A QPCT RASGRF1 RB1 SCIN SFMBT2 SGCE SLC22A18 SLC22A2 SLC22A3 SLC38A4 SNRPN SNURF TH TSPAN32 TSSC4 UBE3A WT1 BROCKE_APOPTOSIS_REVERSED_BY_IL6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROCKE_APOPTOSIS_REVERSED_BY_IL6 ACP3 ADIPOR2 AMPD1 ANAPC10 AP1S2 ARFGAP3 ATP2B4 BCL2L11 BCL3 BCL6 BHLHE40 BORCS8-MEF2B CADPS CAV2 CCL2 CCNC CD180 CD44 CD8B CDK17 CEBPB CHST15 CXCR4 DAPK1 DEPP1 DNAJA2 DNAJB9 DOHH DPM1 DUSP3 DUSP5 DYRK3 EEF1E1 EIF4E EIF5 ELL2 EPB41L2 EVI2A EVI2B FAM30A FAM3C FLOT1 FOXO3 GADD45A GADD45B GAS6 GATM GNA13 GRB2 HBEGF HCK HEG1 HNRNPU HSPA13 HSPA1A ICAM1 ID1 ID2 ID3 IER2 IFNGR1 IL6ST IRAG2 IRF1 IRF4 IRF9 JUN JUNB LDLR LITAF LPCAT4 LTBP1 MAFF MAP1B MAP3K8 MAPKAPK2 MARCKS MAZ MCL1 MSMO1 MT1H MT1X MUC1 MX1 MYLK MYO18A NAMPT NCBP2 NMI OAS1 PAN2 PDGFRA PHTF2 PIM1 PIM2 PLEKHB2 PLSCR1 PNO1 POLR3F POU2AF1 POU2F2 PRDM1 PTP4A1 PTP4A3 PTPN11 PTPRG RAD1 RALA RAPGEF4 RB1 RCN2 RGS16 RHOBTB3 RNF13 SBNO2 SF1 SGK1 SH2D2A SIK1 SLA SLC16A6 SLC2A3 SOCS1 SOCS3 SOX2 SPP1 SREK1IP1 SRPK2 ST3GAL6 STAT1 STAT3 STK17B TGIF1 TMED7 TMEM184B TMF1 TNFSF10 TPM4 TWF1 TXNDC9 VWA5A WIPI1 ZBTB11 ZFP36 ZFP36L2 ZNF101 BROWNE_HCMV_INFECTION_10HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_10HR_DN ADORA2B AHR AIMP2 AMACR ANKRD28 ANP32A ARHGAP29 B2M BDNF BLK CBLB DENND2B EEF1A1 EMP1 ENSG00000291006 ETV1 FBXL2 FRY GEMIN2 GLOD4 HOXA11 IFT70A IGF2BP3 IRS1 KIF11 KLF9 METTL13 MGA MTUS1 NDUFB7 NIPBL NR3C1 NT5E NUP42 OGG1 PARP4 PCF11 PNN PNOC PRKY PTGFR RAD17 RANBP6 RBMS1 RDH11 RGS20 RHOBTB1 RIN2 RUNX1 SCN8A SETX SLC5A4 SON STAMBP TCF7L2 ZNF23 ZSCAN26 BROWNE_HCMV_INFECTION_10HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_10HR_UP AKAP17A ANP32E ARFIP2 ASCL2 ATP6V1C1 ATRN BCL2L11 BRAF C4BPB CBLB CCL5 CCL8 CCNE2 CDC6 CDR2L CEL CGRRF1 CHRNA7 CLP1 CREM CRLF1 DIS3 DNAJB6 DNAJB9 DNAJC3 EP300 ERVW-1 FEN1 FGFR3 FKBP5 FMOD FOSB FOXJ1 FUBP1 GBF1 GBP1 GBP2 GNL1 H3C4 HCP5 HERPUD1 HIC2 IFI6 IFNA5 IL1RAP IL24 IL6 ING1 ITPR1 JUNB LIG4 LRRN3 MAP2 MBD1 MNDA MSX1 MUC7 NCF2 NFATC3 NKX2-5 NUP58 NXF1 NXT2 PBX2P1 PCDH9 PIGH POM121 POU2F1 PPP1R13B PRPF19 PTPRD PTPRE RGS2 RMND5A RRAD RSRP1 SERPINI1 SLC6A8 SLC7A5 SNRK SOS1 SOX5 SST SULT1A2 SUSD6 TAF13 TAF4 TAF5L TIAL1 TOP1 TRIM52 YKT6 YY1 ZNF10 ZNF177 ZNF428 ZNF473 ZRSR2 BROWNE_HCMV_INFECTION_12HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_12HR_DN ACSL3 AKT3 APEX1 ASXL1 ATP12A ATXN1 BAG2 CBR4 CDKN3 CILK1 CMA1 CRYBG1 CXCL12 DAB2 DENND2B DENND3 DHRS3 DLC1 ECM2 ERCC2 EXOC6B FGF5 FGF7 FHL2 FLRT2 FYN GABBR2 GLI3 GZMK H4C12 HMGCL HNRNPH3 ID2 IGF2 INPP5B KCNK2 KIAA1549L LDB2 LRRC17 MAMLD1 MAP3K5 MAST4 MID1 MTCL1 MYH8 NMT2 NR1D2 NREP NUP155 OGA PAFAH1B1 PAIP1 PDGFRA PLCE1 PMP22 POP1 PRIM2 PTOV1-AS2 PTP4A1 PTPRR PUM3 RABGAP1L RBMS1P1 RIN1 RIN2 RUNX1 RUNX1T1 SDC2 SERPINB1 SERPINE1 SIPA1L1 SLC12A1 SLF2 SNRPA SPAG5 SPRY1 SRSF3 SSH1 STK17A TBC1D8 TBX5 THBS2 TRAK1 TRIM2 TSPAN5 TTLL1 TUBA1A U2SURP UBE2C UBR5 UGCG VPS13B VWA5A WDR45 ZIC1 ZMIZ1 ZMYND8 ZNF415 ZNF516 ZNF623 BROWNE_HCMV_INFECTION_12HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_12HR_UP ABCB1 AGTR1 AHCTF1 ALDH3B2 ARK2N ARRB2 ASNS AUTS2 B4GALT5 BMP2 BRAF BTN2A1 BTRC CAMTA1 CCDC86 CCK CDC40 CERNA1 CFDP1 CGRRF1 CHEK2 CXCL8 CYTH1 DFFB DLG1 EDRF1 FBP1 FEN1 FUT3 GK GNA12 GP1BB GPD2 GTF2A1 HAUS3 HOMER1 HS3ST1 HTR3A IFI44 IFI44L IFRD1 IGFBP2 IL17RA ITGA2 LIN37 LINC00869 LZTS3 MAP2K4 MAP3K13 MATCAP2 MEF2D MFAP3L MIR9-1HG MPHOSPH8 MTF1 NEFH NEFM NPIPB3 NPTX2 OAS2 OLFM1 PHACTR4 PIM2 PITX2 PLAGL2 PLSCR1 PML POLR2C PPAT PRORP RAB5C RBM38 REL RNF19B RNF40 RORA RRAGD RXRB SALL1 SF1 SLC12A2 SLC6A8 SNRK SRP19 STAM2 STIP1 STX11 SYNM TAP1 TDG TERF1 TESK2 TGFBRAP1 THEMIS2 TLE3 TLR2 TMEM265 TNFRSF17 TRAF6 TRIM21 WDR82 XAF1 ZBTB18 ZBTB43 ZBTB5 ZFY ZNF184 ZNF263 ZNF273 ZNF37A ZNF391 ZNF443 BROWNE_HCMV_INFECTION_14HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_14HR_DN ABCA2 ABCC1 ACAT2 ACKR3 ACOX1 ADA ADD1 ADD3 ADGRL2 ADH1C AGFG1 AGGF1 AHNAK2 AKAP13 ALMS1 AMOT ANXA2 AP3S2 AP4M1 APOBEC3B APPBP2 AQP4 ARHGEF17 ASL ATG5 ATP2A2 AXL BAX BCKDHB BLK BLVRB BMX BTN3A2 BTN3A3 BUB1B CA5A CAND2 CAP2 CASP1 CCDC22 CCL2 CCNB2 CDC14B CDC25B CDH13 CDH6 CEBPD CENPE CEP290 CHEK2 CHML CIT CLDN4 CLUAP1 CMAHP CPSF1 CRADD CRYBG1 CXCL13 CYP1B1 CZIB DDX17 DELE1 DENND2B DENND3 DESI1 DHFR DIAPH2 DKK1 DMAC2L DST DTNA DTYMK DYNC1I2 DYNC2LI1 DYRK4 EEA1 EGFR EIF3A EIF3J EPPIN ERBB2 ERCC2 ERCC6 ERG28 ERLIN2 ETFB ETV1 EXT1 FAH FARS2 FAS FGF13 FGF2 FGF7 FOXF2 FSCN2 G0S2 GALE GAS1 GINS1 GJA4 GLOD4 GLRX GLT8D1 GNG11 GPSM2 GRK5 GSTT2 GSTT4 H2AC13 H4C3 H4C9 HAS2 HIC1 HIPK2 HLA-DOA HMBS HMMR HNRNPDL HNRNPU HOXA11 HOXB1 HSPA4 HSPB3 IL12B INPP4B IRF2 IRS1 ITGA2 ITGA3 ITPKA JADE2 JCAD LAMC2 LDLR LIMK2 LMNA LPAR1 LPXN MAGEA10 MAP2K5 MARCKS ME3 MECOM MET MGMT MICAL2 MIPEP MLH1 MMP16 MMP3 MNAT1 MPI MRPS31 MT1A MT1E MT1F MTCP1 MTIF2 MVP MYO10 MYO1B N4BP3 NDC80 NDUFAF1 NDUFB7 NDUFS2 NEK1 NEUROD1 NIPAL3 NIPBL NIT1 NLGN4Y NLRP1 NNMT NORAD NOTCH2 NPTX1 NR1D2 NR1H3 NUMA1 OCA2 OLFM4 PAPSS2 PARP4 PCLAF PDE1C PDE4DIP PDE5A PDGFRA PDPN PEX6 PIGCP1 PIK3CD PLA2G5 PLAU PLAUR PLCD1 PLEC PLPP3 PRKAB2 PRKCE PRRX1 PRSS12 PSMB10 PSMD4 PSMG1 PTGER1 RAB1A RAB27B RAD50 RASA2 RBM10 RBMS3 RBPMS REV3L RGS20 RHOBTB3 RIOX2 RIPOR2 RORC RRAS RRAS2 RUFY3 S100A3 SERPINE1 SGCB SGCD SGSM3 SIPA1 SIRPA SKIC2 SLC10A2 SLC14A2 SLC16A2 SLC24A1 SLC25A12 SLC6A15 SLITRK5 SMAD3 SMAD6 SMARCE1 SMS SOCS1 SPAG9 SPN SPTB STAMBP STC2 STON1 SYNE1 SYNJ2 TAF1B TCF7L2 TERT THBS1 THPO TIA1 TIAL1 TJP1 TK1 TM7SF2 TMCO6 TOX TP53I3 TPM2 TRAF3IP2 TRAF3IP3 TRAK1 TRIO TTF2 TUBA3C TULP3 UBL3 UNC93A VAMP4 VEGFC VPS41 WNT5A WWP2 ZCCHC24 ZFP36L1 ZFP36L2 ZFR ZKSCAN1 ZNF135 ZNF205 ZNF7 ZNRF4 BROWNE_HCMV_INFECTION_14HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_14HR_UP ABCC5 ADNP2 AGTR1 ALAS1 AMD1 ANP32E APOE AQP3 ATF2 ATP6V0B ATP6V1C1 BAZ1A BCL7B BMP6 BRMS1 CALCRL CBARP CCDC93 CCNA1 CCNE1 CCNE2 CCNF CDC6 CDK2 CDR2 CDS1 CEBPG CEP43 CERS6 CGRRF1 CLINT1 CPA3 DBF4 DCTN5 DDX39A DDX3X DDX3Y DLX2 EIF4A3 EIF4EBP3 EPHA4 ERVW-1 ETV5 EYA4 FAM161A FEN1 FICD FMO1 FOS FOXK2 FZD5 GAGE1 GAPVD1 GCLC GCLM GLA GP5 GPM6A GRPEL1 H2AC8 H2BC11 H3C4 HERPUD1 HES1 HINFP HIPK1 HLA-F HMOX1 HOXB2 HYAL2 ING1 IP6K1 ISG20L2 JMJD6 KLHDC10 KLHL18 KNG1 LEF1 LUC7L3 M6PR MAPK8IP2 MARCKSL1 MAX MED1 MNDA MORC3 NDEL1 NEU1 NFATC3 NTS NXF1 PDIA4 PNN PNO1 POLE3 POLR2H POT1 PPFIA1 PPM1D PPP2R2A PRPF3 PRPF4B PRUNE1 PTGDS RBM14 RCC1 RCHY1 RGS19 RPIA RSRP1 SAFB2 SIAH2 SLC39A14 SLC7A5 SMG7 SMURF1 SNHG29 SPAG1 SRRT SULT1A2 SYNE2 SYNJ1 TAC1 TAF1A TAF5 TAF6L TARS1 TENT4A TFEC THUMPD1 TIAM1 TIMM44 TOP1 TRIM23 TSC22D3 TSFM TSPYL2 UBE2M UBE2S UBN1 UPF1 UPF2 USP1 USPL1 VCP ZBED4 ZNF143 ZNF20 ZNF200 ZNF202 ZNF204P ZNF230 ZNF263 ZNF266 ZNF410 ZNF44 BROWNE_HCMV_INFECTION_16HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_16HR_DN ACAA2 ACADVL ACY1 ADAMTS2 ADH1A ADH1B ADH5 ADIRF AKR1C3 ANKRD1 ANPEP AP4S1 APOBEC3C ATP13A3 ATP2B4 C14orf132 CACNA1E CAMK1G CHN1 COG4 COL13A1 COL1A1 COL1A2 CSH1 CSNK1G2 CXCL9 DCLK1 DHRS3 DIP2C DNASE1L1 FABP3 FBXL2 FBXO21 FGF2 FILIP1L GDF10 GFAP GJA1 ID2 IFT88 KIAA0930 LMNA MACF1 MAGI2 MAP2K6 MPG MT1B MT1H MVD MXD4 NAAA NDP NR1H3 NRP1 PBX1 PDCD4 PDLIM7 PLEC POLD2 PTX3 RBPMS RHOBTB3 ROR2 RUNX1 SEMA3A SEMA5A SERPINB6 SERPINH1 SLC16A5 SLC35E2B SLIT2 STMN2 SVIL TGFBR3 THBS1 TMEM187 TMT1A TPM1 TRAM2 TSHB UBE2C WNT5A ZFP36L2 BROWNE_HCMV_INFECTION_16HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_16HR_UP ABCB1 ABHD3 ACSM3 ADAMTS3 AKAP8L ALDH3B2 ALKBH1 ANGEL2 ANKRD40 ARFGEF2 ARFIP2 ARHGEF5 ARK2N ARL4A ATP7B ATRN B3GALNT1 B3GALT5 BAK1 BAP1 BLMH BMP2 BPGM BRAF BTG3 BTRC CAMSAP1 CCNC CDC40 CDC5L CDC6 CDKL5 CHD1 CLCN5 CLPX CREM CRLF3 CTSV CYRIA DCAF7 DDX10 DDX21 DFFB DHX8 DLG1 DLG3 DNAJC24 DOHH DR1 DTNB DUSP7 DYNC1I1 E2F5 E2F6 EED ENO2 EPHA2 ETFDH EXPH5 FAM169A FAM234B FKBP5 FUBP1 FXR2 GABRE GATM GK GNA13 GNL2 GP1BB GPR37 GPX3 GTF2B H2AC18 HLA-DPB1 HLTF HSPA12A HSPA2 HSPA4L IFI44 IFI6 IFNA5 IFNGR1 IGSF3 IL27RA INA INPP5F IREB2 ISL1 KCNH2 KCNK1 KHDRBS3 KLHL23 KPNA5 KPNA6 LAMP3 LIN37 LYN LZTS3 MAOA MAP3K13 MAT2A MED6 MLF1 MOAP1 MPHOSPH8 N4BP2L1 NACAD NAT1 NECAP1 NEFM NFE2L3 NHERF1 NPTX2 NR2C2 NR4A3 NUP153 NUS1P3 NXT2 OLFM1 PAK3 PALS2 PAQR3 PARM1 PCGF3 PDE4D PDLIM3 PGM3 PIP5K1A PLAAT4 PLCL1 PLEKHB2 PLS1 PLSCR1 POLR2H POP7 POU2F1 PPFIA1 PPP1R2 PPP2R5B PRKACA PRKCD PRKD3 PRPF19 PRPF4 PTGER2 PTHLH PTPN11 PTPN21 PTPRE PTS RAB5A RAD51C RAF1 RAP2A REL RFK RFXAP RGS3 RMND5A RND2 RNF19B RNF2 RNF40 RORA RRP12 RUNX3 SAP30 SEC23IP SETD2 SFMBT1 SIKE1 SLC15A2 SLC16A1 SLC25A13 SLC30A4 SLC6A8 SLC7A1 SMG1 SNRK SOCS2 SON SOS1 SRSF10 SSR1 ST7 STARD3 STBD1 STIL SUZ12 TAF13 TBC1D12 TCHH TESK2 TEX30 TFRC THAP11 THAP12 TMEM268 TMF1 TRAF3 TRIM33 TRIM52 TTBK2 TTF1 TUBGCP4 USP6NL VEGFA VLDLR WDR47 WDR82 WHAMM YAF2 YKT6 ZBTB1 ZBTB33 ZBTB6 ZFY ZNF131 ZNF273 ZNF37A ZNF45 ZNF593 BROWNE_HCMV_INFECTION_18HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_18HR_DN ABCA8 ACOX2 ACSM3 ACTA1 ADAM12 ADD3 ADH1A ALDH3B1 ALDH7A1 ALDOB ANGEL1 ANGPT1 ANGPTL2 ANXA2 APRT ARHGAP1 ASL AXL B2M BTBD2 CA12 CACNA1A CARM1 CAVIN1 CBFA2T3 CCDC85B CCDC88C CD44 CD5L CDC42EP2 CDH6 CEMIP CEP250 CGB3 CIRBP CLIP3 COL3A1 COL6A1 COL6A2 CRHBP CTIF CTSO CZIB DDT DEFA1 DENND3 DHFR DHRS12 DMAC2L DST DUSP1 EMILIN1 EPHB6 EPHX1 EPPIN EPX ERVK-28 ETV6 EXT1 FADS1 FAH FGF13 FGF8 FKBP8 FYN GAS2 GAS6 GATD3 GLI3 GNG11 GP9 GPR171 GPR176 GREM1 GSTA4 GSTT2 GUCY1A2 HOXB1 HSD17B2 ID1 ID2 IFNG IGF2 IGHV4-34 INSIG1 IRS1 ITGAM KCNF1 KCNK2 L3MBTL1 LINC01565 LOXL1 LPCAT4 LRRC17 LRRC32 MAP2K5 MAZ MEGF8 MSC MT3 MYC MYLK NDUFB7 NIPAL3 NME3 NUMA1 OBSL1 OCA2 OGG1 OPLAH P2RY10 P3H3 PAMR1 PCGF2 PCYT2 PDGFRB PDPN PLCD1 PLXNA3 PLXNB1 PLXND1 PMS2P2 PNLIP PNOC POLD4 PRKACG PRKCB PSG6 PSMB10 PTEN PTGER1 PTGIS PTPRD RAB3B RAC2 RAD23A RASA4 RBMS3 RBPMS RDH5 RECK RFX1 RIN2 RPS6KA2 RRAS S100A1 SEMA5A SFPQ SGCD SHH SLC22A18 SLC9A3 SNX17 SOCS1 SRI SSPN SURF1 TBCD TEAD1 TGFB1I1 THBS1 THBS3 TKT TNFRSF11B TNIP1 TNS2 TPM4 TRAK1 TRIOBP TTLL1 UGT2B7 UROS VAMP4 VAMP5 VCAN VDR WNT6 WWP2 YLPM1 ZFPL1 ZFR2 ZNF688 BROWNE_HCMV_INFECTION_18HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_18HR_UP ABCC5 ADCY1 ADGRL1 AGO2 AKAP10 AMD1 ATF2 ATP8A1 BAZ1A BHLHE40 CAPN7 CASP2 CASP6 CBLB CCK CD2AP CD83 CDC27 CDC5L CDK2 CDO1 CDS1 CEP43 CFDP1 COIL CREBZF CREM CXADR CXCL8 CYP19A1 CYP2E1 DCP2 DDX18 DHX30 DLG4 E2F3 E2F5 ENPP4 ERBB3 ERF ETV5 EYA4 FAM168A FGF9 FNBP1L FOXA2 FXR1 GAP43 GAPVD1 GOSR2 GPC4 GPRC5B GSR HELZ HLTF HSD17B6 HSF2 HSPA6 IL12A IL15 IL1RL1 IL1RN KATNA1 KCNS3 KCTD2 KHDC4 KIF3A LAMA5 LYN LYSET M6PR MAGOH MAN2A2 MCM3 MED13 MET MINAR1 MITF MKLN1 MORC3 MPHOSPH9 MRAS MTHFD2 MYOZ3 NCF2 NEK4 NELFA NF1 NFKBIA NOP16 NPY1R NUP98 OCLNP1 OVGP1 PAK3 PARP2 PCGF3 PDIA4 PEG3 PEX11A PIK3R3 PKIA POLR2H PPFIA1 PPM1A PPM1G PPP1R2 PPP1R26 PPP3R1 PRKAA2 PTHLH PTPN3 RAB27A RAB33A RASGRP1 RBBP4 RETREG1 RFC5 RIF1 RO60 RPP30 RSBN1 RUBCN RUNDC3B RXRB RXYLT1 SAR1A SEC23B SEC23IP SEC24A SERPINB8 SH3GL3 SLC1A4 SLC25A13 SLC25A4 SLC29A2 SLC39A7 SMG7 SNX27 SORCS3 SPAST SPTSSA SS18L1 ST7 STARD8 STX6 TAP1 TERF1 TGDS THOC2 TLE3 TM4SF1 TMPO TNFRSF17 TOPBP1 TOR1B TP53BP2 TRAF3IP1 UBFD1 UPF1 UTP20 WNT11 WWP1 ZFP37 ZFX ZHX2 ZNF230 ZNF473 ZNF536 ZNF821 ZW10 ZWINT BROWNE_HCMV_INFECTION_1HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_1HR_DN ACHE AGGF1 AGO2 AGTR2 AKAP10 AKT3 AMOT ANGEL1 ARHGEF12 ATF1 ATF7 B3GALNT1 B4GAT1 BBS4 BCKDK BCL6 BCS1L BLK BRS3 BTC BTN3A3 CACNA1E CACNB2 CBY1 CCDC22 CCL23 CCNB1 CCNE1 CDK5 CDKN1B CDR1 CENPX CGGBP1 CHML CLCN6 CLDN4 CLDN7 CLDN8 COL11A2 CSF2RB CTPS1 CUBN DCAF7 DCC DDIT4 DDX23 DFFA DHX30 DHX57 DLG4 DPH1 DUSP9 DYNC1I2 DYRK2 DYRK4 E2F1 E2F4 EDDM3A EMG1 EPX ERI3 ESM1 ETFB ETFDH ETS1 F2RL1 FABP2 FAM168B FCMR FGF8 FOLR2 FRMPD4 GABBR1 GABPB1 GCNT1 GDF11 GDF5 GGA3 GHRHR GPD1 GPR19 GRIN1 GSTT1 GTF2E1 H2BC11 H4C9 HERC3 HIC2 HIPK2 HLA-DPB1 HMGCL HOMER1 HOXA9 HRAS HSPA4 ICA1 IFT88 IGHV1-2 IMP4 INHBA IQSEC2 JMJD6 KAT8 KATNB1 KIF14 KNTC1 KRR1 KYNU LIN37 LYRM9 MAD1L1 MAN2B2 MANBA ME3 MGMT MGRN1 MIR483 MLLT11 MMP16 MORC2 MPDU1 MPPED2 MT1A MTM1 MYB MYBPC3 MYF5 MYL5 NAA80 NAT2 NCAPH2 NDUFB7 NGF NMNAT2 NUP42 OCA2 OMG PAK1 PAX2 PCSK7 PHKA1 PIAS3 PIGQ PIP PLA2G5 PLCB4 PMS2 PMS2P3 POLD2 POLG POU6F1 PPARD PPARG PPFIBP2 PPIH PRPH2 PRRC1 PSCA PSMB8 PSMD13 PTGDR2 PTGER1 PTPRR RABGGTA RBM6 RDH11 RER1 RIF1 RNF216P1 RUNX1T1 S1PR1 SBF1 SCN8A SEC16A SERPINA5 SERPINB10 SIX1 SKIL SLC11A1 SLC16A2 SLC16A5 SLCO2A1 SMAD5 SPAG9 SPN SPOP SRGAP2 SRPX2 SSH1 SUPT7L TAF1B TBXA2R TERF2 TFR2 TH THOC1 TLX2 TMCO6 TOX4 TRAC TRPC2 TSPY1 TTF2 TXN2 TYRP1 UCKL1 UTP25 UTY WSCD1 WT1 WT1-AS XCL1 XYLT1 ZBTB18 ZFYVE9 ZNF135 ZNF174 ZNF710 BROWNE_HCMV_INFECTION_1HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_1HR_UP AFF2 ATP2B2 ATP2B4 BCL2L11 BFSP2 BRD3 CHST1 CLGN CXCL1 CXCL2 CXCL8 DEFA6 FGFR3 FSCN2 FUT9 GPR18 GRIA1 HLF HTR7 IGF1R IGFBP5 IL24 IL6 IL6ST KLHL23 MAZ MBTPS2 MFAP3 MT4 NDST1 NFIA NR4A1 ONECUT1 PCDH7 PMP2 POU1F1 PPP1R13B PTPN11 RASGRP1 RET SEMA3D SIK1 SOX5 STUM TBX5 TFRC TLL2 UBE2B VAT1 WIZ ZBTB22 BROWNE_HCMV_INFECTION_20HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_20HR_DN ACAA1 ACO1 ACP3 ADD3 ADIRF AHR AKT3 ALDH6A1 ANXA1 ANXA2 ANXA2P1 ATP13A3 ATP2B1 ATXN10 AXL BBS4 BICC1 BUB1B CAP2 CCN2 CHMP2A COL1A2 CRADD DENND2B DIAPH2 DNASE1L1 DST ECH1 ETHE1 F2R FARP1 FBXL2 FGF2 FILIP1L FOLR3 FRY FST GBE1 GLRX GSTO1 H4C3 HMBS HMMR IGF2BP3 ITGA3 KIAA1549L KRT34 LILRA1 LPP LRRC15 LTBP1 MACF1 MAP3K5 MBNL1 ME3 MGLL MIR3648-1 MT1B NMT2 NQO1 NR1D2 OGA PCLAF PDE4B PKIG PMP22 PTGFR PTPN13 RABGAP1L REV3L RGS4 RHOBTB1 RHOBTB3 RND3 ROR2 RRAS2 RUNX1T1 SEPTIN11 SERPINB2 SIPA1L1 SLC22A4 SLC35E2B SRPX2 SVIL SYNE1 SYT11 TBC1D8 TFPI TGFBR3 TMCO6 TMEM158 TNFRSF14 TNKS TPD52L2 TRAF3IP2 TRAM2 TRIM2 TRIM22 TRIO VCL VPS41 WIPI1 BROWNE_HCMV_INFECTION_20HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_20HR_UP ABAT ABCB1 ABCF3 ADAMTS3 AHCTF1 AKAP8L ALAS1 APOE ARFIP2 ARHGAP32 ARHGAP44 ARK2N ATP1A3 ATRN ATXN2L ATXN7L3B B4GALT5 BAK1 BAP1 BCL7B BRAF BRD2 BTRC C4BPB CA2 CASP7 CBARP CBX4 CCDC181 CCNC CCND3 CCR1 CDC34 CDC5L CDK20 CDK2AP2 CDKL5 CDKN2B CDR2L CELF1 CGGBP1 CHMP7 CHST10 CHST2 CLGN CLOCK CLUH COL2A1 CYRIA DDX52 DFFB DLX2 DNAJA1 DOCK3 DOHH DUSP3 DUSP7 DUSP8 E2F6 EDA EED EFNA4 EFNB2 ELK4 EN2 ERBB3 ERC2 ERF ERP44 ETS2 EYA2 FOXO1 FRRS1L FURIN FXR2 GAB1 GAS7 GBF1 GNA13 GNAZ GNL1 GOSR2 GP1BB GPR37 GSTM3 GTF2A1 GUCY1B1 H2AX H3C10 HCN2 HES1 HSPA2 HUS1 HYAL2 IFNA5 IGFBP2 IL27RA IMPA1 INPP1 IREB2 KCNH2 KHDRBS3 KIF5C KPNA6 LCN2 LYN LZTS3 MAP2K4 MAP3K13 MAP3K3 MAPT MARK2 MED6 MLXIP MPDU1 MPP2 MSX1 MTF1 MUC7 NACAD NEFL NFATC1 NFATC3 NFKB2 NKX2-5 NR4A3 NRGN NTRK2 OAS2 OGFR PAK3 PANK3 PBX2P1 PCDH9 PCDHGA12 PCGF3 PDE4A PDK3 PGM3 PIP5K1B PLAAT3 PLAGL2 PLCL1 PML POT1 PPARA PPP2R5B PRKACA PROX1 PRPF19 PRPF4B PTPN11 PTPN21 PTPRB PTPRD PTPRE RAB5A RABGAP1L RAP2A RAP2C REL RELA RET RHOB RNF126 RNF19B RNF40 RUNX3 SAFB2 SEPHS1 SEPTIN4 SH2B2 SIAH2 SIKE1 SLC22A5 SLC25A20 SLC6A6 SLC6A8 SMARCD2 SMG1 SNRK SOX5 SRRT SRSF3 STARD3 STIMATE SULT1A2 TAF6L TEAD4 TEX30 TFDP2 TFEC TFRC TGFBRAP1 THOC1 TIAM1 TMPO TMSB15A TOE1 TOX3 TRIM21 TRIM26 TRIM33 TRIM52 TRMU TSR1 TTBK2 TUBA4A UBE2H UBE2M UBE2S UBE3A USP6 USP6NL VEGFA WASL WWC1 XAF1 YLPM1 ZBTB18 ZBTB43 ZBTB5 ZFY ZNF101 ZNF131 ZNF202 ZNF204P ZNF263 ZNF267 ZNF273 ZNF37A ZNF391 ZNF41 ZNF593 ZPR1 BROWNE_HCMV_INFECTION_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_24HR_DN ABCA8 ABCC1 ACOX1 ACSM3 ACTA2 ALDH1A1 ANGPT1 ANXA4 AP3S2 AP4S1 ARHGEF9 ATP5PD B2M B9D1 BACH1 BIRC5 BLK BNIP3L BST1 BTG1 BTN3A3 CA12 CALD1 CAV1 CCN3 CCNG1 CD44 CD59 CDH13 CDKN1A CDON CEMIP CFLAR COL13A1 COL5A2 COL6A3 COL8A1 CPS1 CRIM1 CROCC CTSO CXCR2 DBP DDAH1 DDX17 DIAPH2 DNMBP DRD3 DST ECI1 ERCC2 ERVK-28 EXT1 FADS1 FBN1 FBN2 FDPS FGF1 FGF8 FIG4 GAS6 GDF10 GJA4 GPR176 GRIA3 GRIK2 GSTT1 HIPK2 HOXA11 HOXA9 IFITM1 IGFBP3 IGFBP5 ITGA2 KCNMA1 KIAA0930 KIT LAMA4 LAMC1 LGALS3 LPAR1 MEST MGMT MGST3 MMP1 MTMR11 MXD4 MXRA5 MYH8 N4BP3 NIPAL3 NR1H3 OAZ1 OLFML1 PAMR1 PARVA PDE1C PDGFRB PDLIM7 PKLR POLR3G PRIM2 PRKAB2 PRKCA PRKG1 PRSS23 PTEN PTPN13 PTPRM RAB4A RDH5 RECK RHOA RIN2 RIPOR2 RPS6KA2 RRAS2 S100A10 S100A4 SEMA3C SEMA5A SEPTIN11 SGCB SLC14A1 SLC16A2 SLC16A4 SPAG5 SSH1 SSPN SUCLG2 TAF1B TEAD1 TGFBR2 THBS1 TIMP3 TKT TM7SF2 TMEM187 TP53I3 TPM2 TRAPPC12 UBB UROS VWA5A YLPM1 BROWNE_HCMV_INFECTION_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_24HR_UP ABAT ABHD2 ABLIM1 ADARB1 ADGRG2 ADGRL1 AGL AGO2 AK4 ALDH1A3 APEX2 ATP1B2 ATP6V0A1 ATP8A1 BAZ1A BHLHE40 BID BLMH BRINP1 BRMS1 CAMK2G CD83 CDC5L CDK2 CHKA CHRNA5 CLPTM1 CLTB COIL CREM CSPG5 CTDP1 CXADR CXCL2 CXCL8 DTNB E2F3 E2F5 EEF1A2 EPCAM EPHB2 ETV5 F2RL1 FGF9 FKBP1A FKBP4 FOXA1 FZD5 GAL GLS2 GORASP1 GPR18 GRPEL1 GYG2 HLTF HTR7 ICAM1 IFI6 IL17RA IPO13 KBTBD11 KEAP1 KHDC4 KMT2B KNG1 LRP8 MAP3K9 MASP2 MCM5 MCM7 ME2 MED22 MERTK METTL3 MSI1 MTF2 MYOZ3 N4BP1 NELFA NEO1 NFATC2IP NFKBIA NPTXR NR4A3 NUP98 OCLNP1 OLFM1 PAK2 PARP2 PCGF3 PDIA4 PDYN PHF8 PLEK PLXNA2 POU2F1 PPM1G PPP3R1 PRIM1 PSMD3 RAB27A RAB33A RAB5C RAB6B RALGAPA1P1 RASGRP1 RORA RRM2 RXYLT1 SEC23B SF1 SH3GL3 SLC17A7 SLC25A4 SLC29A1 SNRPA1 SNRPB SPR SS18L1 ST7 STAT5B SYNGR2 SYNGR3 TACR3 TAF5L TBXA2R TERF1 TESK1 TFF3 TGIF2 TMEM109 TMEM265 TNFRSF17 TOMM40 TRAF3IP1 TRIP10 TSC22D4 TSFM TSPAN9 TSPYL5 UCP2 UNC13B WNT11 ZHX2 ZNF195 ZNF536 BROWNE_HCMV_INFECTION_2HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_2HR_DN ABCC1 ANXA2 AXL BIRC5 CDC42EP2 CDKN1B CENPA CENPE CENPF COL13A1 CYP2J2 DGKE DST DUSP6 ERCC6 F3 GCDH H1-2 IFIT2 IGFBP5 ITGA2 ITGA3 ITGA6 KIF23 KRT19 LPXN MAB21L1 MMP3 MYC NAP1L1 NPTX1 PAK2 PLAUR PRIM2 PTPRR RAB3B RAD23A SERPINE1 SGK1 SNAI2 STIP1 TCP11L1 TK1 TNP2 TPM2 TTC9 UBE2C YLPM1 BROWNE_HCMV_INFECTION_2HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_2HR_UP ADCY1 ADH1A ADH1B ADH1C APOE ATF3 ATP1A2 CFD CHRDL1 COL21A1 CXCL3 CXCL8 DAZL DHRS3 ECM2 ECPAS EGR1 ELANE ERP44 FOS FYB1 GCH1 ICAM1 IGF2 IRF1 MAP3K8 MFAP4 N4BP2L1 NFKBIA NR4A1 NR4A2 NR4A3 PTGDS RARRES2 RGS2 SLC29A1 SNED1 SSX2 TMEM265 VWA5A BROWNE_HCMV_INFECTION_30MIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_30MIN_DN ABCA4 ACTN2 ALMS1 ATG5 AURKA AXL BCAS1 BRCA2 BTN3A2 CASP6 CBFA2T3 CDC40 CDC42 CDH13 CDK1 CEL CENPE CHL1 COLEC10 CSH1 CUBN CXCL6 CYP4F2 DDX17 DENND2B DHFR DLGAP1 DMXL1 DSP DST DUSP2 DUSP4 EEA1 EEF1A1 EPB42 FAM169A GALK2 GJA1 GJA4 GLB1L2 GLMN GLOD4 GNRH1 GPSM3 GRIA3 GRM5 GSAP GSTT4 GZMK HMBS HOXD3 IFNG IL9R IPO8 ITGB2 ITPKA ITSN2 JPT2 KALRN KCNF1 KIFC1 KLRK1 KNOP1 LAPTM5 LINC00869 LMO7 LRP8 LRRC17 MAGEA2 MALL MAPKAPK5 MIOS MIR3648-1 MMP3 MOGS MUC4 MUSK NCAPH NFYA NLRP1 NOVA1 NR1H3 NTSR1 OLIG2 OPHN1 OPRK1 ORC4 OTC P2RY10 PAEP POLR1F POLR2D PPFIA2 PRKAB2 PRKAR2B PRSS3P3 PTH PTP4A1 PTPN21 PVALB RABGAP1L RAG2 RALGPS1 RANBP6 RCC1 RER1 RFX1 RGS3 RHCE RIPOR2 RO60 RPSA RSRP1 RUBCN RUFY3 SAA4 SHC2 SIRPA SLC12A1 SLC25A12 SLC6A15 SOCS1 SSTR4 SSX5 SUCO SZRD1 TAF13 TGM3 THPO TJP1 TMEM186 TNFRSF1B TNFSF11 TRAF3IP3 USPL1 VAPB VAV1 VDAC1P3 VWA5A XCL2 ZNF124 ZNF142 ZNF205 ZNF749 ZSCAN12 BROWNE_HCMV_INFECTION_30MIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_30MIN_UP ADH1A AJAP1 ALB APBA2 APOM ASPA BICDL1 BTF3P12 C4BPB CAMK2G CAV3 CBARP CD38 COL2A1 COL6A1 COL6A2 CTNNA2 DCTN5 DUSP1 EGR2 EGR3 EYA4 FAM13A FOS GC GPX3 HSF2BP IFI27 IFNAR2 JUNB KITLG KRT37 LCN2 MIR9-1HG NFATC3 NPIPB3 PDYN PLXDC1 POT1 PTK2B PTK7 RGS6 RHOB SIX6 SMARCD2 SOCS3 ST8SIA3 TFEC THBS1 TSFM TSPY2 VEGFD ZER1 ZFP36 BROWNE_HCMV_INFECTION_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_48HR_DN ABCA4 ABCA6 ABCB6 ACACB ACADVL ACHE ACP3 ACTG1 ACTR1B ACY1 ADAMTS2 ADCYAP1R1 ADD1 AGTR2 AKR7A3 AKT3 ALDH6A1 ALMS1 ANG ANGEL1 ANK1 ANXA2 AOX1 AP4M1 APRT AR ARHGAP6 ARHGEF11 ASPH ATG13 ATG5 ATOSB ATP2C1 ATP2C2 ATRX ATXN3 BCHE BCKDK BICRAL BRSK2 BSCL2 BTBD2 BTN3A2 C1orf21 C2orf27A C3AR1 C8G CA12 CACNA1A CACNA1C CALR CAMP CAPNS1 CAVIN1 CBY1 CCDC22 CCDC85B CCL23 CCL27 CCND1 CD151 CD1E CDC14B CDC40 CDC42EP2 CDH16 CDH6 CDR1 CEL CELF2 CEP162 CEP170B CETN2 CFH CHEK2 CHML CHST3 CLCA1 COL11A1 COL16A1 COL6A1 COL6A2 CORO1A CPSF1 CPSF6 CRABP2 CRHR2 CRMP1 CSH1 CSRP2 CTBS CUBN CXCL12 CXCL13 CXCL6 CXCR2 DCTN1 DDIT3 DDR2 DENND2B DGCR6 DHFR DHRS1 DLGAP1 DLGAP4 DMAC2L DMXL1 DOK1 DPP4 DTNA DUSP1 DUSP9 DYNC1I2 DYRK2 DYRK4 ECM2 EEA1 EFEMP1 EFEMP2 EIF2AK1 EML2 EMP3 EMX2 EN2 ENPP1 ENPP2 ENSG00000291006 EP400 EPAS1 EPB42 ERBB2 ERLIN2 ESM1 ETV1 FADS1 FADS2 FADS3 FAM168B FAP FARP2 FBLN5 FCMR FGF13 FGFR1 FKBP8 FKBP9 FLNA FLT3LG FN1 FOLR2 FOXI1 FOXO3 FPR2 FRMPD4 FZD2 GABPB1 GABRA1 GALE GAMT GCDH GDF10 GDF11 GFAP GHRHR GJA1 GJC1 GLB1L2 GOLGA2 GOLIM4 GPR12 GRM8 GZMK H2AC16 H4C9 HAS2 HBB HBZ HMBS HNRNPU HOXD3 HRAS HSPA4 HSPB6 HSPG2 HYAL1 IDUA IFI35 IFITM2 IFNG IFT20 IFT70A IFT88 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGHV1-2 INHBA INSL3 IPO8 IQSEC3 ITGA3 ITGA4 ITGB2 ITPKA JCAD JUN JUND KAT6B KCNK3 KLHL9 KRT5 LAMA2 LAMB1 LAMC2 LGALS3BP LHCGR LIMK2 LIMS1 LIPA LMO7 LMOD1 LOX LOXL2 LPIN1 LPP LTBP2 LY6E LYRM9 LZTS3 MAGEA10 MAGEA12 MAN2B2 MANBA MAP1B MAP2 MAP2K5 MAP2K6 MAPK11 MAPK14 MAS1 MASP1 MATN2 MAZ MBOAT7 MDFIC MEIS3P1 MGRN1 MICAL2 MLH1 MLN MMP16 MMP3 MOCS3 MOXD1 MPG MSC MT1G MTA1 MTMR11 MTR MUC1 MUC6 MVD MYB MYBPC3 MYF5 MYH11 MYL9 NAP1L1 NAP1L3 NCK1 NCR1 NDUFA6 NEK1 NEK7 NFASC NFATC4 NFIB NGF NISCH NIT1 NKTR NMNAT2 NORAD NPIPB3 NR1H3 NTRK2 OCA2 OLFML2A OPN1SW OPRD1 OPRK1 OR1E1 OR2H2 OSMR P2RY10 PAX2 PAX4 PBX1 PCDH1 PCF11 PCGF2 PCK1 PCSK7 PDGFRL PDIA5 PEMT PER2 PHF20 PIGCP1 PIK3R3 PIP PIR PKMYT1 PLA2G6 PLAUR PLCD1 PLP1 PLXNC1 PMS2 PNOC PON1 POSTN PPARG PPP2R3A PPP6R2 PRAF2 PRAMEF1 PRKAA1 PRKD3 PRMT2 PRR3 PRRG2 PRUNE2 PSCA PSG11 PSG3 PSG4 PSMB8 PTGDR2 PTGER1 PTGIR PTP4A1 PTPN11 PTPN21 PTPRD PTPRO PVALB PYY RAB2A RAB3B RAB5B RAD52 RAG2 RAI14 RAP2A RASA4 RASGRP2 RBM15B RBMS1P1 RBPMS RCAN2 REEP5 RENBP RER1 RFX1 RHOQ RIF1 RIOX2 RNF10 RNF19B RNF216P1 RNF41 RNH1 ROM1 ROS1 RPL23 RPL29P17 RRAS2 RS1 RUFY3 RUNX1T1 S100A13 SAA4 SAMD14 SDC1 SDC2 SEC16A SELENOP SERPINB10 SERPINB7 SERPINH1 SGCD SGSM3 SH2D1A SH3BP2 SHC2 SIGLEC6 SIX1 SKAP1 SLC12A1 SLC13A3 SLC16A5 SLC16A7 SLC22A18 SLC6A3 SLC7A1 SLC7A7 SLCO2A1 SNED1 SNX29 SOCS3 SPG7 SPP1 SPPL2B SPRYD7 SPTB SRI SSPN SSX2 STAT1 STK17A STK25 SULF1 SVEP1 SYCP1 TAF1 TAGLN TBC1D9B TBCD TCF3 TCTA TDRD3 TEP1 TGFB1I1 TGFBI THBS2 THBS3 TJP1 TK2 TMCO6 TMEM109 TNFSF11 TOX4 TPM4 TRAF3IP3 TRAK1 TRAPPC6A TRIO TRPC2 TSPAN31 TSPAN6 TTN-AS1 TULP3 UBA7 UBE2I UBE2L3 UBE3A UCKL1 UCP3 VAPB VDAC1P3 VDR VPS39 VRK2 WIPI1 WSCD1 XYLT1 YIPF3 ZFHX3 ZFP36 ZFP36L2 ZFPL1 ZHX3 ZNF135 ZNF710-AS1 ZNF749 ZNRF4 ZSCAN12 ZSCAN26 ZYX BROWNE_HCMV_INFECTION_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_48HR_UP ABCB7 ABCB9 ABCG1 AJAP1 AKAP10 AMD1 ANXA3 APOM ATF3 ATG12 ATP11A ATP6V1B2 BAMBI BMP6 BRCA1 BRME1 BTF3P12 C5orf22 CALCRL CASP10 CCDC69 CCNE1 CCNF CD24 CD2AP CD55 CDC7 CELSR2 CHST1 CKS2 CLN3 COBL COL9A3 CPE CREBZF CTH CTNNA2 CXCR4 CYP1A1 CYP3A4 DHX38 DHX9 DNAJC7 DPT E2F5 EDN3 EEF1E1 ELAC2 EPM2A ERVW-1 EZR FAM13A FBXO28 FNBP1L FRRS1L FUCA1 FUT9 GAB1 GABBR1 GABPA GADD45B GEM GGCT GGH GPD2 GPR18 GREB1 GRIA1 H2AC18 H2AZ1 H2BC5 HADH HAT1 HMGN3 HSF4 HSPA2 IER3 IFI27 IFI30 IFNAR2 IGFBP2 IL18R1 IL24 ITPR1 ITPR2 KLRG1 LAMA5 LIFR LILRB4 LMO2 LRP4 MAD2L1 MAGOH MAN2A2 MBD4 MLLT11 MNDA MRS2 MSH2 MT4 MTMR9 MTSS1 NEMP1 NFATC2IP NFATC3 NFIA NTRK3 NUP153 NUP160 NUP205 OIP5 ONECUT1 OTUD3 PAWR PC PCGF3 PDE8B PDK3 PFKP PIK3R3 PIP5K1A PLCG2 PLXDC1 POLA2 POLE2 POLR2H POLR3F POU1F1 PPM1H PPP2R1B PPP3CB PPT1 PPT2 PRPS2 PSMD11 PTGER3 PTGES PTPRR RAB29 RAD51D RBP4 RET RFC3 RFC4 RGS16 RGS6 RNF44 RRAD RUNDC3B RUNX3 SAP30 SKIL SLC22A5 SLC25A5 SLC39A14 SLC6A12 SLPI SNAPC1 SNCA SNX4 SORD SPINK1 SRSF8 TLE1 TMEM106C TMOD1 TNP1 TOR1B TPST2 TYRO3 USP1 VIL1 ZBTB1 ZC3HAV1 ZNF101 ZNF20 ZNF202 ZNF330 ZNF365 ZNF529 BROWNE_HCMV_INFECTION_4HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_4HR_DN ABCA4 ABCC10 ACAA1 ADM AHDC1 ALDH1B1 AMHR2 AP1G2 AP3M2 AP4S1 ARHGEF4 ATG5 AURKA AVL9 B3GAT3 B9D1 BARD1 BTN3A2 C3AR1 CACNA1E CAPN5 CCL19 CCN1 CCNT2 CCS CD5L CDK5 CENPX CHEK2 CHRNB1 CIT CITED2 CLK2 CPSF1 CREBZF CSTF1 CXCL13 CXCL6 CXCR6 DDIT3 DDX17 DDX23 DNAH9 DNMBP DUSP1 DXO DYRK1A DYRK2 DYRK4 EMG1 EOLA1 EPHA5 ERCC6 ERG28 ERI3 ETFB ETV1 FBXO46 FCMR FGF8 FOXC1 FZR1 GABBR2 GADD45A GALK2 GCNT1 GDF5 GEMIN2 GFAP GJA4 GLB1L2 GNRH1 GPSM3 GRAP GRM5 GSTT2 GSTT4 GTF2E1 GZMK H4C12 HIC1 HMBS HMGB2 HMGCL HOXB13 HTR7P1 IGHV1-2 INPP5B JRKL JUN KAT8 KATNB1 KCNF1 KCNQ1 KLF10 KLF6 KLF7 KLHL9 KRR1 LIMK2 LIN37 LRP8 LRRC17 LTBR LYST MALL MAPK11 MAST2 MATK MCC MDH2 MED7 METTL3 MICAL2 MICU1 MIOS MNAT1 MOCS3 MORC2 MPDU1 MPRIP MRPL49 MYL5 NCAPH NCLN NDUFB7 NEBL NFYA NGF NINL NLRP1 NMNAT2 NOC2L NOL4 NR2E1 NR2F2 NTSR1 NVL OCA2 ODF2 OLIG2 PAEP PAFAH2 PARG PATZ1 PCSK7 PDE4B PDXK PHKA1 PIAS3 PIK3R4 PIM1 PIP PLEC PLPBP PMS2 PMS2P3 POLB POLD2 POLG POLR1F PPIH PPP1R16B PPP1R3C PPP2CA PRDM2 PRKAB1 PRKAB2 PRKAR2A PRKCB PSME3 PTGER1 PTOV1-AS2 PTP4A1 RABGAP1L RAD17 RALGPS1 RANBP6 RBM10 RBM4B RDH11 RGS4 RIN1 RIPOR2 RORC RRS1 RUFY3 RUNX1 RUNX1T1 RUNX2 RXRA SBF1 SCN8A SDC2 SERPINA1 SERPINI2 SETDB1 SHC2 SIPA1 SIX1 SKIC2 SLC12A1 SLC1A7 SLC25A12 SLC6A15 SLC7A1 SMAD3 SMAD7 SNUPN SOCS1 SOCS5 SON SOX1 SOX12 SPECC1L SPOP STARD13 SUPT20H SYNGR3 TCOF1 TFCP2 THOC1 TMEM186 TMEM30B TOM1L1 TRIB2 TWF2 TYR UGT8 UMPS UTP25 UTY VAPB VDAC1P3 ZBTB1 ZBTB18 ZFP36 ZNF101 ZNF135 ZNF195 ZNF205 ZNF217 ZNF23 ZNF239 ZNF268 ZNF274 ZNF3 ZNF623 ZNF629 ZNF710 ZNF749 ZP3 BROWNE_HCMV_INFECTION_4HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_4HR_UP APOBEC1 AREG B3GALT5 BRD2 CCT6B COL4A6 CSRNP2 EFNB2 ERVW-1 EYA2 FGF18 FKBP5 GPRC5B GRIK2 HEXIM1 IFIT1 IFIT2 IFIT3 IFNA5 IL11 IL6ST ISG15 LCN2 MTMR7 MUC7 NR4A3 OASL PCDH7 PDE4D PMAIP1 PMP2 POLG2 PTGER3 PTGS2 PTK7 PTPN11 RBBP6 RFPL3S RIPK1 RLF RSAD2 RSRP1 SOD2 TACR3 TFEC TFRC THBS1 UBE3A ZC3HAV1 ZNF202 BROWNE_HCMV_INFECTION_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_6HR_DN ACOX1 ADCY7 ADORA2B AGGF1 AJAP1 ALMS1 AMOTL2 ANKRD28 ARHGEF2 ARID5B ARL4C ARNT2 ATPAF2 BACH1 BCL9 BDKRB2 BHLHE40 BICD1 BICRAL BRD1 CASP6 CBLB CDC23 CDC40 CDKN1B CDKN3 CDS2 CENPF CEP112 CEP68 CFLAR CLCN6 COIL CREB5 CSTF2T DEPP1 DFFA DKK1 DMTF1 DOP1A DSP DUSP10 DUSP6 ELF2 EPB41 ETV1 F2RL1 FADD FAM168A FBXL2 FBXL5 FGF2 FPGT FRY GAS1 GAS2 GIMAP5 GLB1L2 GLI2 GLOD4 GOSR2 GPRC5A GRIK3 GRM8 GSAP GTF2H2 HDAC9 HMGA2 HOXA10 HOXA11 HOXC6 ICA1 ID2 IL7 ITGA6 ITGAE ITGB3 KANK1 KDM6A KIN LAMC2 LINC01565 LRIG2 MDC1 MDM1 MDM2 MED21 MEIS1 MN1 MNT MSX2 MTAP MTF2 MTM1 NAP1L3 NCK1 NORAD NR3C1 NTF3 OFD1 ORC2 OSR2 P2RY10 PARP4 PCMTD2 PEX11B PEX7 PHF20 PHF3 PIK3R1 PLCB4 PMS2 PNISR PPP2R1B PRDM2 PRKAR2B PRR3 PSG3 RGS19 RIN1 RND3 RNF113A RNF216P1 RO60 RPE RPP14 S100A3 S1PR1 SCAF8 SCHIP1 SGK1 SLC22A4 SMAD1 SMAD3 SMAD5 SRGAP2 STAU2 STON1 TBC1D31 TBC1D8 TCF21 TCF7L2 TDRD3 TGIF1 THBD THOC2 TJP2 TLE4 TRIM2 TSC22D2 TSPYL4 TSPYL5 TTC9 TTF1 TXNIP WEE1 YLPM1 ZBTB24 ZNF175 ZNF230 ZNF24 ZNF44 ZNF623 ZNF8 BROWNE_HCMV_INFECTION_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_6HR_UP ABCC5 AFF2 AMD1 ASCL1 BMAL1 BTRC C2CD2L C4BPA C4BPB CDR2L CEACAM6 CH25H CNP COL2A1 CPA3 CREM EIF2AK2 EZH2 FBP1 FOXJ1 FRMD4B FUT9 GNS HBEGF HLF HSD17B1P1 HTR3A IFFO1 IFI6 IFNB1 IGHE IRF7 ISG15 JMJD6 MAPK8 MARK2 MFAP4 MNDA MPL MSLN MSX1 MX1 NF2 OAS1 OASL OMD OTUD3 PDYN PNP PPP1R13B PRB1 PTGDS RARRES2 RIPK1 SFPQ SLC6A6 SLC6A8 SOX10 TNFSF9 TNNT2 TRIM26 UNC93A VIL1 BROWNE_HCMV_INFECTION_8HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_8HR_DN AHDC1 ANKMY2 ATAD2B BMP4 CDC42EP3 CEBPD CMAHP DST ERCC6 FEM1B FZD2 GINS1 GZMK H4C12 HOXA11 ITGA3 KIF2C KRT34 LINC00847 LPXN LRP8 MAGEA10 MIR3648-1 MRPS31 MSC MYC NAV3 PIM1 PLAU PLEKHO2 PLIN2 POLR1F PTGER1 RIPOR2 SACS SMAD3 SPN TFCP2 TMEM30B TPX2 TRIB2 TWIST1 VDR VWA5A XPC ZIC1 ZNF623 ZNF7 BROWNE_HCMV_INFECTION_8HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_HCMV_INFECTION_8HR_UP ABCA6 ABCC5 ACSM1 AKAP8L AMD1 AOC2 APOE BLNK BTF3P12 CALM1 CBX4 CCNE1 CDR2 COL21A1 CRKL CRY1 CSPG5 CXCL10 DBF4 DDAH1 DDX3X DLG1 DNAJA1 DNAJB1 DPT DUSP8 EFNB2 EIF5 ELANE ERF FGF18 FNBP4 FOS GABPA GALNT3 GDF11 GK GNA13 GNB3 GNS GPC1-AS1 GPX3 GRIA1 H2AX HSPA12A HSPA13 HSPA1A ICAM1 IGFBP2 IRF4 ISG20 KHDC4 KITLG KPNA5 LYZ MARK2 MAX MX2 N4BP2L1 NASP NPTX2 NR4A3 OAS1 OAS2 OCLNP1 PAGE1 PCDHGA12 PIM2 PLA2G4A PLAAT4 PLCL1 PPFIA1 PROX1 PTPN11 PTPN21 RAB5A RAP2A RB1 RBBP5 RBBP6 RBM38 RCC1 RHO RHOB RSL1D1 RSRP1 SAMHD1 SEC24A SFPQ SNHG3 SOD2 SPOCK1 SSX2 STAT5B TFRC TGFBR1 TLL2 TNFAIP6 TNFSF10 TSFM UBE2G1 WASL WT1-AS ZNF264 ZNF35 BROWNE_INTERFERON_RESPONSIVE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWNE_INTERFERON_RESPONSIVE_GENES APOBEC3G BAZ1A BST2 CASP1 CCL8 CXCL10 CYTH1 EIF2AK2 GBP1 GBP2 GCH1 GMPR HLA-F IDO1 IFI27 IFI30 IFI35 IFI44 IFI44L IFI6 IFIT2 IFIT3 IFIT5 IL15 IL15RA IRF7 ISG15 ISG20 KIF5C LMO2 MELK MX1 MX2 MYD88 NMI OAS1 OAS2 OASL PDZD2 PLAAT4 PLSCR1 PML PSMB8 PSMB9 RABGAP1L RBCK1 RGL1 RSAD2 SAMHD1 SP100 SP110 STAT1 STX11 TAP1 TDRD7 THEMIS2 TLR3 TNFSF10 TREX1 TRIM14 TRIM21 TRIM22 TYMP UBE2L6 WARS1 XAF1 ZBTB20 BROWN_MYELOID_CELL_DEVELOPMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWN_MYELOID_CELL_DEVELOPMENT_DN AASDHPPT ADGRG1 AHCY AKR1C4 ANKRD10 APEX1 AQP9 BIN1 BZW2 C1QBP C21orf62 CALR CBFA2T3 CCT6A CD48 CDH17 CDK4 CLEC10A CPA3 CSGALNACT2 CYP11A1 DIS3 EIF4E EMX2 ERH F2R F2RL3 F9 FAM20A FBXW4 FCER1A FKBP4 FUT7 FUT8 GART GAS5 GATA2 GNAL GTPBP4 HLA-DQA1 HLA-DRA HLA-DRB5 HMGN1 HSPD1 HSPH1 IDE IFITM3 IKZF2 IKZF4 IVNS1ABP KCNK5 LAMA5 MAT1A MBOAT2 MEP1B MFNG MGAT5 MSH2 NARS1 NCL NME1 NOLC1 NOP16 NOP56 NOP58 NPL NPM1 NRGN NRIP1 NSUN2 NT5C3A NT5C3B NUTF2 ODC1 OSBPL3 P2RY10 PAPSS2 PARP8 PAXBP1 PC PDIA5 PGRMC1 POLR1B PPAN PPEF2 PPP1R14B PSAT1 PTPN9 RAB27B RCL1 RCOR2 RGS5 RIF1 RIPOR1 RPL23 RUVBL2 SEPTIN1 SERPINA3 SF3B3 SHMT2 SINHCAF SLC16A1 SLC1A5 SLC22A3 SLC7A5 SLC7A8 SMARCC1 SNHG5 SOD1 SOX4 SPINT2 SPNS2 SRSF7 SSR3 ST6GAL1 ST7 STC2 SYTL3 TASP1 TESPA1 TF TIMM8A TMEM97 TMTC2 TNFSF11 TRBV10-2 TRIM28 TRIM37 TXK UTP4 WDR43 XPOT ZFAS1 BROWN_MYELOID_CELL_DEVELOPMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BROWN_MYELOID_CELL_DEVELOPMENT_UP ABCD2 ABHD5 ACKR1 ACTN1 ALCAM ANPEP ANTXR2 ANXA4 ANXA5 AOAH ARHGEF3 ATP6V1B2 ATP6V1E1 BBLN BCL2A1 BOLL C2 C3 C5AR1 CAMP CAP1 CAPG CAPN3 CCDC125 CCL23 CCND2 CCR1 CCR2 CD33 CD44 CD52 CD68 CD80 CEACAM1 CEACAM7 CEBPD CLDN1 CLEC4A CLEC4C CLEC5A CLEC6A CNDP2 CNN2 CPD CPNE3 CSF2RA CSTA CTSS CYBB DAB2 DEGS1 DGAT2 DOP1B DSTN EDAR EDIL3 EGR1 EMCN EREG ESYT2 F10 FCGR1A FCGR2A FGR FHAD1 FPR1 FPR2 G6PD GLIPR2 GLRX GNS GP5 GRINA GRN GSN GSTM1 GYG1 HCK HEBP1 HEXB HLX ID2 IL1B IL1R2 IL1RN IL4I1 IQGAP1 ITGAM ITGAX ITGB2 JUNB KLHDC4 LALBA LASP1 LCN2 LILRA6 LILRB4 LYZL2 MAPK3 MCEMP1 MCL1 MMP8 MPEG1 MSRB1 MXD1 MYO1B NEAT1 NFAM1 NOS1 NPC1 NQO1 NXPE4 OLR1 PGD PIK3CB PLA2G2E PLAUR PLG PLGRKT PLK3 PSTPIP2 PYGL PZP QSOX1 RACK1 REN RNASE4 RPE RPL13 RPS17 S100A11 S100A6 SAT1 SCARB2 SEPTIN5 SERPINC1 SGMS2 SIGLEC9 SIRPA SLC15A3 SLC30A6 SLC31A2 SLC6A6 SLFN12L SOAT1 SP100 SPACA7 STOM TCL1A TECPR1 TEX101 TGFBI TIFAB TLR2 TNF TNFRSF1A TNNT3 TP53INP1 TREM2 TRPM2 TYROBP UGT2B28 UPP1 VSIR WFDC21P XDH ZYX BRUECKNER_TARGETS_OF_MIRLET7A3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUECKNER_TARGETS_OF_MIRLET7A3_DN ACTR3 ADGRE3 AKR1B1 AKR1B10 ANXA10 ANXA3 ATOX1 BCL2A1 BZW1 CALD1 CD70 COL11A1 COL4A2 COL4A6 COL5A1 CORO1C COTL1 CTSL CXCL1 CXCL3 CXCL5 DCBLD1 DIO2 DPYSL3 EFEMP1 EIF4G2 EIF5 EPB41L2 FAM83D FLNB FN1 GALNT1 GALNT10 GLS GPC1 GPRC5B GSDME HSP90AA1 LACTB LASP1 LBH LGALS3BP LOXL2 LYSMD4 MATN2 MFGE8 MORC4 MT1X MT2A NNMT NRP2 NXPE3 OCIAD2 PCED1B PLAAT3 PLK2 PMEPA1 PPARG PRSS23 PTGES PTPRF RAB34 RASSF10 RIN2 RNF149 RPL7A SFRP1 SPARC SPOCK1 SULF2 TGFB2 TM2D2 TMPRSS9 TRAM1 TRNP1 VIM BRUECKNER_TARGETS_OF_MIRLET7A3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUECKNER_TARGETS_OF_MIRLET7A3_UP ABLIM1 ACOX2 ACYP1 ADCK2 AKAP12 ANXA11 ARHGAP26 ATP1B3 B4GALT5 BCHE BTG1 C7orf50 CD55 CDK6 CHGB CLDND2 COL4A4 COX7C CPEB4 CTH CXADR CYP1B1 CYP24A1 CYSTM1 DAPK1 DKK1 DUSP5 EFNA1 EHBP1 ELF3 ERRFI1 ETNK1 ETV4 EVA1C FAM107B FAT1 FERMT1 FGB FGG FGL1 FOXA1 FOXC1 GABARAPL1 GFOD1 GJA1 GLIS3 GLMN GLRX IPO7 KLF4 KMO KRAS KRT85 KRT9 LAMB3 LDHAL6A LGR4 LRATD2 LRP11 LYST MAGEA2 MAGEA6 MFSD12 NDRG1 NFE2L2 NOTCH3 OS9 OSGIN2 PCNA PERP PGD PHACTR2 PIR PITPNC1 PLA2G4A POLB PON2 PPTC7 PRDX1 PTPN12 PTS RAB3D RBM24 REG3G RGCC RHOV SAMD8 SAT1 SDHA SEC11C SH3BP5 SLC12A2 SLC23A2 SLC38A2 SMOC1 SULT2B1 TBC1D15 TBC1D31 TESC TFPI THSD4 THSD7A TMEM230 TXNRD1 USP32 USP9X VCAN VDAC2 WWC1 XBP1 BRUINS_UVC_RESPONSE_EARLY_LATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_EARLY_LATE AATK ABCD3 ABRAXAS1 ACTR8 ACTRT3 ACVR1 AHNAK AHRR AKIRIN2 ALKBH8 ANAPC15 ANKRD11 ANXA3 APLF APLP1 APOBEC1 ARHGDIG ARHGEF18 ARID1A ARIH1 ARL6IP6 ASAP1 ASPSCR1 ATG3 ATOH8 ATRX AUNIP B9D1 BANF1 BCAR3 BRME1 C12orf4 C16orf87 C16orf95 C19orf48P C3orf62 C5orf63 C8B C9orf85 CALD1 CALM3 CAMK2N2 CAMKK1 CASP8AP2 CCDC124 CCDC6 CCNE2 CD84 CDC40 CDT1 CDYL CEMIP CES2 CHCHD6 CHD2 CHORDC1 CISH CLN8 CLPP COL6A4P1 CRTC3 CSTF3 CTDP1 CTDSPL CTRC CXCR6 CYP26A1 DDHD1 DENND1B DESI2 DGAT1 DHX33 DLG3 DNAAF2 DTWD1 DUSP12 DUSP14 DUSP16 DUSP28 DYRK2 E2F3 E2F6 EBAG9 ECT2 EIF1AX EIF3A EMC9 EMSY EPC1 EPHA4 ETV5 EVPL EXO1 EXOSC7 FAF2 FAM228A FBXO42 FBXO5 FBXW11 FES FILIP1L FOXK2 FRA10AC1 FRMD4A FUBP1 GAS8 GFI1 GFRA4 GMNN GPCPD1 GPX3 GRIK2 GUCY1B2 HAS2 HCFC2 HDAC9 HNRNPLL HSPBP1 IFRD1 IFT27 IGF1R INSIG2 INTS3 IRGM KCMF1 KCNE3 KCNK2 KDM1A KPNA3 LLCFC1 LMBRD1 LNX2 LPCAT1 LRIG1 LRP1 LRR1 LSM1 MACROD1 MACROD2 MAP1A MAP2 MAP4 MAPK1 MAT2B MED10 MICOS13 MITD1 MLH3 MOB4 MSANTD3 MSRB2 MTA3 MTIF2 MVB12B MVD MYCL NASP NAT8B NCOA6 NDFIP2 NEB NECTIN2 NENF NIP7 NIPBL NME4 NMNAT3 NOSIP NR2C1 NSMCE3 NTF3 NUDT7 NUP37 NXPH3 OSBPL6 P2RY12 PCGF6 PDZRN3 PGM2 PHF3 PIK3CB PINX1 PKP2 PLAT PLCD3 PMFBP1 PMVK POLR1HASP POU2F2 PPM1F PPP1R11 PPP1R15B PPP2R2D PRDM5 PRICKLE2 PSMC6 PSMG2 PTCD2 PTER PTPN12 PTPN2 PUM1 QKI RAB25 RAB3IP RAD18 RASSF5 RBM38 RBM6 RILPL1 RLIG1 RMDN3 RMND1 RND3 RNF111 RNF115 RNF216 RORA RPLP0 RPP21 RPS17 RPS20 RPSA RRAS2 SCHIP1 SEC22A SEC24B SEMA6C SGCG SHMT2 SIVA1 SIX3 SKA2 SLC1A2 SLC30A6 SLC4A1AP SLIT1 SLX4IP SMAD6 SMAP1 SMC3 SMC6 SMURF2 SNAP23 SNHG20 SNHG9 SNORD55 SNX10 SNX24 SOCS3 SORBS1 SPEF1 SPRY2 SPTLC2 SRRM2 SS18 SSB STAG2 STAMBPL1 STIL STING1 STK10 STX17 TADA2A TAFAZZIN TBX15 TCEANC2 TCL1B TCP10L TGDS TGFBRAP1 THUMPD2 TINF2 TMEM223 TMEM248 TMEM88 TOM1L1 TOR4A TRAF2 TRAPPC2 TRBV13 TREX1 TRIM26 TRIM6 TTN TUBB4B TUBD1 TUFT1 TULP3 TXNDC16 UBE2G1 UBE2W UBL4A UBLCP1 UBN1 UIMC1 ULBP1 UNC80 URM1 USF2 UVSSA VPS37B WAC WDSUB1 YAF2 YJU2B ZBTB25 ZBTB4 ZC3H6 ZC3HC1 ZCCHC14 ZCCHC8 ZFAND1 ZMYND8 ZNF281 ZNRD2 BRUINS_UVC_RESPONSE_LATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_LATE AAGAB AAMDC AARSD1 AATF ABCB1 ABCB8 ABCD1 ABCG1 ABCG8 ABHD5 ABHD6 ABTB3 ACADSB ACCS ACOT13 ACOT9 ACOX2 ACP6 ACSL4 ACSS2 ACTA1 ACTA2 ACTB ACTG1 ACY3 ADAM23 ADAT2 ADGRA2 ADH5 ADRB2 ADSL AFDN AGK AGMAT AGPAT5 AGRN AHCYL1 AHNAK AHR AIFM1 AIFM2 AIMP1 AJUBA AKAP8L AKIP1 AKR1B10 ALOX5 ALOXE3 ALS2 AMACR AMMECR1L ANGPT2 ANGPTL4 ANKRD1 ANO1 ANP32B ANXA1 ANXA6 AOX3P AP3S2 APH1B APOBEC3B APP ARAF AREG ARHGAP17 ARHGAP27 ARHGEF1 ARHGEF7 ARL3 ARL6 ARL8B ARPC5L ARSB ASCC2 ASF1B ASPH ASPN ATF5 ATG4B ATG7 ATG9B ATIC ATL3 ATOX1 ATP2B1 ATP6V0A2 ATP6V0D1 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1G2 ATP6V1H ATPSCKMT ATXN3 ATXN7 B4GALT1 B4GALT3 BCAS2 BCAS3 BCL2L15 BCL6 BCR BCS1L BET1 BEX3 BICC1 BLOC1S2 BLVRA BMAL1 BMPER BMPR2 BOLA1 BRCC3 BTF3L4 BUB3 C11orf24 C11orf52 C11orf97 C11orf98 C15orf40 C16orf74 C17orf75 C1orf131 C1orf35 C20orf144 C22orf23 C6orf118 C6orf120 C8orf88 CA13 CAB39 CACNA1C CALM2 CALU CAMKMT CAPN1 CASP8 CAST CAV1 CBR4 CCDC103 CCDC13 CCDC178 CCDC181 CCDC22 CCDC34 CCDC47 CCDC80 CCDC86 CCDC88C CCDC90B CCL21 CCND2 CCNDBP1 CCNE1 CCNH CCNL2 CD2AP CD2BP2 CD302 CD38 CD40 CD55 CD8B CDA CDC14B CDC45 CDK1 CDK16 CDK5RAP1 CDK9 CDPF1 CEACAM7 CELSR3 CENPK CENPU CENPV CEP131 CEP85L CERS4 CFAP298 CFAP410 CFDP1 CHAF1A CHAF1B CHCHD3 CHEK2 CHIA CHMP1B2P CHMP4C CHPT1 CHRNE CHST14 CIAO1 CIBAR1 CISD1 CITED2 CKMT1B CLIP1 CLN3 CLNS1A CLPB CMAS CMC1 CMC2 CMIP CMTM3 CNN1 CNNM2 COA3 COASY COG1 COL11A1 COL11A2 COL12A1 COL1A1 COL1A2 COL4A1 COL4A2 COL4A5 COL5A1 COL5A2 COL6A1 COL6A3 COLEC12 COMMD10 COMMD9 COPS4 COPZ2 COQ7 COX7B2 CPA4 CPQ CPXM1 CRABP1 CREM CRISPLD2 CRTAP CSNK1G3 CSNK2A1 CSRP1 CST6 CSTF2 CSTPP1 CTBP2 CTF1 CTHRC1 CTNND2 CTU1 CUX1 CXADR CXCL14 CYGB CYP27A1 CYRIB CYTIP CZIB DAAM2 DAPK1 DBNL DCAF7 DCBLD2 DCK DDAH1 DDX19A DDX55 DDX59 DDX6 DGKA DHRS7B DIABLO DIAPH2 DISP1 DIXDC1 DKK2 DKK3 DKKL1 DMAC2L DNAAF8 DNAAF9 DNAJA4 DNAJB1 DNAJC15 DNAJC18 DNAJC24 DNAJC5 DNAJC7 DNMBP DNTTIP1 DOCK2 DOCK7 DOHH DOK4 DONSON DPEP1 DPH5 DPM1 DPP8 DPY30 DRAP1 DRG1 DSCC1 DSN1 DTD2 DUBR DUSP19 DUT DVL1 DYNAP DYNLT2B DYRK1A E2F1 EAF1 EBNA1BP2 ECHDC1 ECHDC2 EEF2KMT EFCAB15P EFEMP2 EID3 EIF2B1 ELDR ELK3 ELMO2 ELOC ELOVL7 EMC2 EMC8 ENDOD1 ENO3 ENPP1 EPG5 EPHA1 EPS8 EPS8L2 ERAL1 ERAP1 ESD ETNK1 EVA1C EXO5 EXOC3L4 EXOSC3 EXOSC8 EXT1 EZH2 FABP1 FABP5 FADS2 FAH FAM114A1 FAM114A2 FAM117B FAM241B FAM83D FAM83G FAM89A FARP1 FBF1 FBLN5 FBXO43 FBXO6 FBXO7 FBXO8 FBXW4 FDX1 FER FGD6 FGFRL1 FIG4 FKBP1A FKBP7 FLT1 FMO5 FMOD FN1 FNTA FRG1 FSTL1 FTL FTO FXR1 G6PD GABRB1 GALNT2 GAP43 GAPDH GASK1B GATAD2A GATM GCH1 GCLM GCSH GDE1 GDF3 GEMIN2 GEMIN6 GGCT GGCX GHR GINS4 GIPC2 GIT2 GJB3 GJB4 GJB5 GK GKAP1 GKN1 GLA GLOD4 GLYAT GMPR2 GNB1L GNG11 GNPDA1 GPATCH2 GPC4 GPS2 GPX7 GRB10 GREM1 GRHPR GRIN2D GSK3B GSTO2 GSTZ1 GTF2A1 GTF2E2 GTF2F2 GYG1 GZMH GZMM H2AX HACD4 HAT1 HAUS4 HAUS8 HDGFL2 HDHD2 HEMK1 HERC6 HFE HIC1 HIKESHI HINT3 HMCES HMG20A HMGA2 HMOX2 HNRNPDL HOATZ HOOK2 HOXB3 HPCA HPCAL1 HPRT1 HRAS HRH3 HS3ST1 HSD3B2 HSD3B7 HSDL2 HSF1 HSPA14 HTATIP2 HTRA2 HYAL2 ICAM5 IDI1 IER3IP1 IFI35 IFTAP IKBIP IKBKE IL15 IL17A IMMP2L IMPA2 INSL6 INTS13 IPP IQCH IRX2 ITGB3BP ITGB4 ITPR2 JADE1 JAK2 KANK3 KCNAB3 KCTD20 KDELR3 KDM6A KDSR KIAA0040 KIAA1210 KIF3A KIFAP3 KIFC3 KLF10 KLF13 KLHDC10 KLHDC8A KLHL13 KLK5 KPNA4 KRIT1 KRT1 KRT12 KRT13 KRT16 KRT20 KRT23 LAMA4 LCMT1 LDLR LGALS8 LIAS LMNB1 LMO1 LMTK2 LOX LOXL1 LOXL2 LOXL3 LPAR6 LRIG3 LRRC17 LRRC28 LRRC8D LRRFIP2 LTB4R LTB4R2 LTBP3 LTBP4 MAD2L2 MAGOHB MAN1A1 MAN2C1 MAP1LC3B2 MAP3K7 MAP4 MARK3 MATN2 MBNL2 MCL1 MCM2 MCM3 MCM4 MCM5 MEAF6 MECR MED15 MED26 MED6 MEG3 MEIKIN MEMO1 METAP1 METTL1 METTL5 METTL6 MFAP3L MFAP4 MFAP5 MFSD2A MGST1 MIB1 MIF4GD MIPEP MLKL MLLT10 MLYCD MMP10 MMP13 MMP19 MMP23B MMP3 MNAT1 MOCOS MOK MOS MPLKIP MRE11 MRNIP MRPL15 MRPL17 MRPL18 MRPL33 MRPL49 MRPS18A MRPS18C MRPS22 MRPS28 MRPS34 MRPS9 MS4A10 MSH2 MSH5 MSRA MSRB1 MTAP MTARC2 MTCH1 MTHFD2 MTM1 MTMR9 MTX2 MUS81 MUSTN1 MXRA7 MYH10 MYH11 MYH6 MYL6 MYL9 MYO1H MYO5A MYO5C MYO7A MYOM1 NAB1 NAB2 NADK2 NANS NAT9 NBAS NBN NCAPD2 NDUFA1 NDUFAF3 NDUFAF6 NDUFAF7 NDUFS3 NECTIN1 NECTIN3 NEDD4 NEIL1 NELFE NFS1 NFU1 NGF NID1 NID2 NIT1 NKIRAS1 NMI NMT1 NMT2 NMU NNMT NOVA1 NPC1 NPM1 NPTX1 NQO2 NSMCE1 NSMF NT5DC2 NTHL1 NTNG2 NTSR1 NUBPL NUDT14 NUDT21 NUDT4 NUDT5 NUP43 NUP93 OCEL1 OCIAD2 ODF2L OFD1 OGFOD3 OGN OR10J5 OR2D3 OR2Y1 ORMDL1 OSBPL3 OSBPL9 OSGEPL1 OSTC OXCT1 P2RX6 P3H1 P3H3 P3H4 P4HA1 P4HB PA2G4 PACRGL PACSIN2 PAGR1 PAIP1 PAK1 PAPOLA PARM1 PARVA PCCB PCDH12 PCGF5 PCMT1 PCOLCE PDCD10 PDE4B PDE6D PDF PDIA5 PDIA6 PDK4 PDRG1 PDXK PER1 PEX14 PEX3 PEX7 PFKFB3 PFN4 PGM1 PGP PGPEP1 PHF10 PHF6 PIAS2 PICK1 PIGP PIGQ PIKFYVE PIN4 PIP4P2 PITX1 PIWIL1 PKD1 PLA2G2D PLAC8 PLEK2 PLEKHB2 PLET1 PLIN3 PLIN4 PLPP1 PLS3 PLSCR1 PLXDC2 PNKP POGLUT3 POLA1 POLE2 POLM POLR2J POLR3GL POR PPAT PPBP PPCDC PPIC PPIL2 PPIL3 PPM1M PPP1R12A PPP1R13B PPP1R3F PPP6R3 PREB PRELID3B PRIM1 PRKAR1A PRKAR2A PRKCA PRKG2 PRNP PRPF40A PRR5L PRSS23 PRSS44P PSAT1 PSD3 PSMA1 PSMA4 PSMA5 PSMB7 PSMC1 PSMC2 PSMD10 PSMD12 PSMD14 PSMD4 PSMG1 PSPH PSTPIP1 PTEN PTGR1 PTN PTP4A2 PTPN11 PTPN21 PTPN22 PTPRG PTPRK PTPRM PTPRS PTPRZ1 PTTG1 PTX3 PWWP3A PXDN PYCR1 QNG1 QRSL1 RAB10 RAB20 RAB2A RAB31 RABEP1 RAD51 RALA RASA2 RASSF7 RBL2 RBM3 RBMS1 RBMS3 RBPJ RBX1 RCAN3 RCN1 REST RETSAT REXO5 RFC3 RFC4 RFTN1 RGS17 RGS7 RHOB RIMS1 RIN1 RIOK3 RIOX1 RLN1 RMDN1 RMND5B RN7SL2 RNASEH2A RNF121 RNF138 RNF225 RNF31 RNF38 ROBO3 ROGDI ROM1 RP2 RP9 RPA1 RPAIN RPAP3 RPF2 RPL22L1 RPP30 RRAD RSPH9 RSRC1 RSU1 RTKN RTRAF RUFY1 RUVBL1 RWDD1 SAMD8 SAP30L SARNP SARS2 SASS6 SCAMP5 SCARB2 SCNM1 SDCBP2 SDHAF3 SDR39U1 SELP SEMA3E SEMA7A SEPTIN11 SEPTIN9 SERPINB8 SERPINB9 SETD6 SETDB1 SFRP1 SGCD SGCE SGMS2 SGSM3 SH2D1B SH3BP5L SH3D21 SHC1 SHISA9 SHQ1 SIAE SIK3 SIL1 SIN3B SLC12A2 SLC16A7 SLC17A9 SLC22A15 SLC25A14 SLC25A16 SLC25A20 SLC31A1 SLC35B1 SLC44A1 SLC46A1 SLC48A1 SLC4A7 SLC8A1 SLCO3A1 SLIT2 SLIT3 SLK SMC5 SMG9 SMIM20 SMIM8 SMOC2 SMURF1 SNAP29 SNRPD1 SNX1 SNX27 SNX5 SOCS2 SORCS1 SORCS2 SOS1 SPA17 SPAST SPATC1 SPDYE4 SPECC1L SPEM1 SPOP SPTLC1 SQSTM1 SRD5A3 SRPRB SRPX SRRD SSBP1 SSU72 ST3GAL4 ST3GAL6 ST6GALNAC5 STAM2 STAT6 STEAP3 STIMATE STK11 STK4 STOML2 STRADA STX12 STX18 STX4 STX8 STXBP5 SUDS3 SUGT1 SULT4A1 SUMO2 SURF2 SVEP1 SWAP70 SYP SYTL1 TADA3 TALDO1 TANK TAOK3 TAPBP TARBP2 TARDBP TBATA TBC1D1 TBC1D7 TBCD TBP TCEAL1 TCF19 TCF4 TCTN3 TEAD4 TEX2 TEX261 TEX30 TEX9 TFCP2L1 TFF1 TFPI2 TGFA TGFBI TGFBR2 THBS2 TIAM2 TIMM21 TIMM44 TIPIN TJP2 TK2 TLN1 TLN2 TLR4 TMBIM6 TMEM123 TMEM126A TMEM126B TMEM127 TMEM176A TMEM183A TMEM192 TMEM238 TMEM41B TMEM65 TMEM86B TMIGD1 TNC TNFRSF10B TNIP1 TOB1 TOLLIP TOM1 TOMM20 TOMM34 TOMM5 TPD52L1 TPM1 TPM2 TPMT TPR TPRKB TPST1 TRAM1 TRAPPC2B TRAPPC5 TRAPPC6B TRIM15 TRIM21 TRIP4 TRMO TRMT10B TSC2 TSEN15 TSG101 TSPAN5 TTC17 TTC39C TTC7A TTN TUBA1A TUBB6 TUBG1 TUSC3 TWSG1 UBA2 UBAC2 UBAP2 UBE2B UBE2E3 UBE2J1 UBE2K UBE2R2 UBE2T UBE3A UBQLN1 UCHL3 UCHL5 UCK2 UFM1 UFSP2 UGT2A1 UHMK1 UNC5CL UNK UQCRC2 URAHP USE1 USP12 USP17L2 USP47 UTP11 VAC14 VAMP4 VAMP5 VASN VAV2 VEGFC VPS26B VPS26C VPS33A VPS36 VRK3 VTA1 WARS2 WASHC1 WASHC3 WDR5 WDR54 WHRN WNT11 WTAP WWOX WWTR1 XIRP2 XPO4 XRCC1 XRN2 YARS2 YKT6 YWHAB ZBED3 ZBTB9 ZCCHC17 ZCRB1 ZCWPW2 ZFAND6 ZNF131 ZNF326 ZNF544 ZNF593 ZNF777 ZW10 BRUINS_UVC_RESPONSE_MIDDLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_MIDDLE ADAL ARMC10 ARVCF ATP23 BRINP1 BTG1 BTG2 C10orf88 CAMLG CASP6 CCNT1 CDAN1 CHST11 CLDN2 CLUAP1 CMTM6 CRISP2 DCAF4 DDIT3 DDX41 DEF6 DEPDC7 DFFB DUSP11 DYRK3 ELOVL5 EPHB3 FAM220A FASTKD3 FBRS FBXO17 FCHSD1 FDXR FGF18 GMIP GPN3 GPR84 HILPDA HMGCL ICAM1 IFT43 IMP3 ISG20 KIN KNOP1 L3HYPDH LIMK2 LPIN1 MRM1 MRPS31 MSH6 MTERF4 MTRES1 NAA30 NATD1 NSMCE2 OR2H2 OTUD4 OVGP1 PIDD1 PIGF PNP POLR1E PPM1D PPP2R5D PTCD1 PTK2 RAP2B RBM43 RPRM SAC3D1 SAP30 SAP30BP SEC24D SH3YL1 SHISAL2B SLC25A12 SLC7A6OS SPRYD4 TAS1R2 TEPSIN TGIF1 TLE1 TMEM41A TP53RK TRAF4 TRBV13 TRIM13 TTC23 TWIST2 ULK1 USP27X WDR73 ZFP64 ZFPM1 ZFYVE21 ZNF263 ZNF622 ZXDC BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_A ABCC1 ABCG2 ABHD18 ABTB3 ACAN ACE2 ACER2 ACOT9 ACP5 ACTA2 ACTL6B ACTN3 ACVR2B ADAM15 ADAM22 ADAMTS8 ADAMTS9 ADD2 ADGRE4P ADGRL4 ADORA2B AFF3 AGBL3 AGER AGRN AGTRAP AHSG AIRN AKAP5 AKR1C4 AKT3 ALDOB ALOXE3 ALPL AMDHD1 ANGPTL6 ANKRD2 ANKRD22 ANKRD24 ANKRD33B ANKS6 ANO9 ANPEP ANXA13 AOX1 AP5S1 APBA2 APBA3 APCS APH1B APOA4 APOA5 APOM APPL1 ARC ARHGEF26 ARHGEF3 ARMC2 ARPC4 ARPP21 ARRB1 ARSB ART3 ART4 ASB2 ASCL1 ASIC2 ASL ASPA ASPRV1 ATF3 ATG101 ATG16L2 ATG2B ATP2A1 ATP2B1 ATP8A1 ATXN10 B3GALT5 B3GNT2 BCAR3 BCAS3 BCL11B BCL2 BCL2L13 BCL6 BDH1 BEND5 BHMT2 BICC1 BICD1 BMP5 BNIP2 BPIFA3 BRCA2 BRSK2 C11orf86 C14orf119 C14orf93 C17orf80 C19orf44 C1orf122 C1orf21 C2 C2orf72 C3orf70 C4orf19 C5orf47 C6orf120 CA1 CA5A CABCOCO1 CACNA1D CACNA1G CACNA1S CACNA2D2 CACNG2 CACNG4 CADM3 CALML4 CALML5 CALY CAMK2D CAMSAP3 CAPG CAPN5 CAT CAV3 CBFA2T3 CCDC125 CCDC134 CCDC198 CCDC28B CCDC88C CCDC93 CCL27 CD164 CD247 CD248 CD47 CD55 CD69 CD93 CDH1 CDH20 CDHR5 CEACAM7 CEBPB CECR2 CEL CELSR1 CEMIP CEP295NL CES2 CFB CFC1 CGA CHD6 CHGA CHM CHODL CIB4 CIDEB CKMT2 CLCNKB CLDN11 CLDN3 CLDN34 CLDN4 CLGN CLIC4 CLIP3 CLPS CLTC CMA1 CMBL CMTM5 CMYA5 CNN1 CNOT10 CNTFR CNTN1 CNTNAP4 COBL COL11A2 COL13A1 COL22A1 COL27A1 CORO6 COX7A2L CPB2 CPXM2 CREB3L4 CRLF2 CRYAA CRYBA2 CRYGA CSRNP3 CSRP1 CSTA CSTPP1 CTF1 CTHRC1 CTSE CTSG CUEDC1 CX3CL1 CXCR5 CYP11A1 CYP1B1 CYP2B6 CYP2D6 CYP2J2 CYP3A5 CYP4B1 CYP4F3 CYP51A1 DAB2 DAD1 DBNDD1 DBX1 DCAF11 DCAKD DCHS1 DCSTAMP DDR1 DDX25 DEFB1 DEGS1 DGKE DHCR7 DHODH DHRS3 DHRS7C DKK1 DKK3 DMGDH DMRTB1 DMTN DMXL2 DNAAF4 DNAJB12 DNAJB4 DNMBP DOCK4 DOCK5 DOCK6 DOCK7 DPEP3 DPF3 DPH1 DSCAM DSPP DST DTD2 DYNLT1 DYSF ECEL1 ECT2L EDNRA EEF1A2 EGFL6 EGR2 EHMT1 ELANE ELAPOR1 ELAVL3 ELF5 EMC6 EMID1 ENPP1 ENTPD1 ENTPD2 ENTPD8 EPDR1 EPS8L3 EPX ERO1A ERO1B ERP44 EVI5L EVPL FADS3 FAHD2A FAM162B FAM219A FAM240B FANCD2OS FBLN7 FBXL22 FBXO21 FCER2 FEM1B FETUB FEZF1 FGD4 FGF19 FKBP1A FKBPL FLNC FLVCR2 FMO5 FN3K FNBP1 FNDC5 FOS FOSL1 FOXA2 FOXB2 FOXC1 FRAT1 FRMD5 FXYD1 FXYD2 FXYD7 FYCO1 G0S2 GABRA2 GABRG1 GALNT4 GALNTL6 GAPDH GATA1 GATA3 GATM GCC2 GGPS1 GIMAP1 GIMAP4 GIPC2 GJC2 GLA GLDC GLIPR2 GLOD4 GLP2R GM2A GNAO1 GNAZ GNG10 GNG3 GNGT2 GNPAT GNPNAT1 GOSR1 GP9 GPATCH2 GPC5 GPIHBP1 GPR108 GPR155 GPR160 GPR65 GPRASP1 GPRC5C GREM1 GRHL1 GSDMA GSTM2 GSTT1 GTF2F1 GUCD1 GZMA HAS1 HELZ HESX1 HGD HIPK2 HIVEP3 HMBOX1 HOXA-AS3 HOXC4 HOXD3 HPX HSD11B2 HSD17B3 HSD17B7 HSF4 HSPB2 HSPBAP1 ICAM2 IER3 IFI44L IFITM3 IFT88 IGSF5 IL17RA IL1RL2 IL4 ILDR2 IMPA1 INHBB IPPK IRAK1 IREB2 IRX4 ISL2 ISLR ISYNA1 ITFG1 ITGA2B ITGA5 ITGA7 ITGA9 ITGB6 JAK3 KBTBD11 KCNAB3 KCNE1 KCNJ11 KCNJ2 KCNN1 KCTD10 KCTD4 KCTD9 KDM4B KIAA1210 KIF16B KIF3B KIF5B KIRREL3 KIT KLC4 KLF12 KLF9 KLKB1 KLRC2 KNDC1 KREMEN2 KRIT1 KRT12 KRT16 KRT34 KRT85 KYNU LAMP5 LAS1L LAT2 LCA5 LCE3C LCP2 LDB2 LEAP2 LECT2 LENEP LEPROT LHFPL4 LIMK1 LIN7C LIPG LMAN1 LMAN2 LMOD1 LNX1 LPAR3 LPXN LRP2 LRRC4 LRRC46 LRRC58 LRRN3 LURAP1L LXN LY6G6E LYPD2 LYPD3 LYPD5 LYPD8 LYSMD2 LYSMD3 LYVE1 LYZL4 MAG MAGI1 MAOA MAP3K1 MAP3K20 MAP3K4 MAP3K8 MAP4 MAP7D2 MAPK10 MAPK6 MAPRE1 MATCAP1 MATN3 MB21D2 MBD4 MC4R MCF2L MCOLN2 MED1 MED15 MEF2C MEG3 METRN MGST3 MIR205HG MISP MKRN2OS MLKL MMP13 MOBP MOK MOSPD3 MPHOSPH10 MPLKIP MPV17 MPV17L MRPL10 MS4A3 MSTO1 MUC16 MXD3 MYBPH MYL3 MYL7 MYMK MYO1B MYO1C MYO1E MYO1H MYO3A MYO5A MYO5B MYO5C MYOZ1 MYOZ2 MYT1L MZB1 NAAA NADK2 NAT1 NAT8L NCALD NCAN NCLN NCMAP NDP NEAT1 NECAB2 NEDD1 NFATC2IP NFIL3 NHSL1 NHSL2 NKD1 NKX1-2 NLRP5 NME3 NNAT NOC3L NOG NOL9 NPAS1 NPAS3 NPL NPR2 NR3C1 NRBP2 NRGN NT5ELP NTM NTN3 NTRK2 NUDT12 NUDT16L1 NUP62 OC90 OCSTAMP OR12D2 OR13C7 OR2A7 OR51E2 OR56A4 OSBPL10 P2RX1 PACRG PAG1 PAOX PARP6 PATE4 PATJ PAX3 PBX2 PCDHB13 PCNT PCNX4 PCOLCE PCSK1N PCTP PDCD4 PDE7A PDGFC PDIA2 PDS5A PDXDC1 PDZK1IP1 PECAM1 PEDS1 PER1 PGBD5 PGM5 PGRMC1 PHYKPL PI4K2B PIGW PIK3R1 PIP5K1B PLA2G4A PLCL2 PLEC PLXNA2 PNKD PNOC PNPO POU2F1 POU3F2 POU5F2 PPFIA3 PPP1R1C PPP2R2A PPP2R2B PRB1 PRDM16 PRDM2 PRELID2 PRKCI PRKCQ PRLR PRR29 PRRX2 PRSS2 PRSS3 PRSS36 PSORS1C2 PTCD1 PTCH1 PTGIR PTP4A1 PTPN5 PTPRD PWP1 PYGO2 RAB11FIP1 RAB31 RAB33A RAB38 RAB3A RAB3C RABIF RAC3 RASA2 RASGRP1 RASGRP2 RASIP1 RASSF8 RBM18 RBM47 REM1 RESP18 REXO5 RFLNA RFLNB RGS7BP RGS8 RHAG RHBDF1 RHOH RIPOR1 RIPOR2 RMDN3 RND3 RNF111 RNF125 RNF151 RNF180 RNF187 RNF208 RNF220 RNF6 RNH1 RPS6KA4 RPS6KA5 RPTN RRH RSL24D1 RTN2 RUFY3 RUNDC3A RYR1 S100A14 SALL3 SAPCD1 SCPEP1 SCUBE1 SDC2 SDF4 SEC16B SEC62 SELENBP1 SEMA5A SEMA5B SENP7 SERINC3 SERPINA3 SERPINB12 SERPING1 SERPINH1 SEZ6 SEZ6L2 SFTPC SH2D4A SH2D4B SH3KBP1 SHISAL1 SIAE SIGIRR SIGMAR1 SLC16A2 SLC17A6 SLC22A16 SLC25A23 SLC25A24 SLC25A30 SLC25A53 SLC30A6 SLC30A7 SLC35D3 SLC35F4 SLC39A4 SLC44A4 SLC46A3 SLC4A4 SLC6A14 SLC6A20 SLC6A4 SLC7A9 SLCO1C1 SLIRP SLITRK1 SLPI SLX1A SMAD6 SMAGP SMARCD3 SMIM1 SMIM18 SMIM3 SMIM5 SNAP91 SNCA SNORC SNORD7 SNX7 SOBP SOCS4 SOCS5 SOX11 SPACA1 SPAG1 SPAM1 SPATA24 SPATS2L SPINT1 SPMIP4 SPMIP6 SPMIP8 SPRYD7 SRPRB SRPX SRY SST SSTR2 ST3GAL2 STAC STAG3 STEAP1 STEAP2 STK32B STK33 STK38 STRN3 SULT1C3 SULT1E1 SUPT4H1 SVIP SYNE2 TAAR1 TAF1B TAPBP TAX1BP3 TBC1D5 TBK1 TCAP TEAD1 TECTA TEK TENM2 TENM4 TEX101 TEX14 TFDP2 TFR2 THEM5 THY1 TLR1 TLR4 TM4SF20 TM4SF4 TMED7 TMEM106B TMEM150A TMEM160 TMEM161B TMEM163 TMEM63A TMEM86B TMEM88 TNC TNFSF9 TNNT1 TOB1 TOX4 TRAF5 TRAPPC12 TRAPPC3 TRIB3 TRMO TRPV4 TSPAN33 TSPAN9 TSPO TSR3 TTC1 TTC9 TTC9B TTN TTYH3 TUBB4A TULP3 TUSC3 TWF1 U2SURP UBE2L6 UBE3B UBN1 UCK2 UCMA UCP2 UNCX UNKL UTP23 VAMP2 VCAM1 VN1R17P VPS33A VPS37A VRK3 VSIR VSTM2B VSX1 VTN VXN WDR1 WDR86 WDR89 WFIKKN2 WIF1 WNK4 WNT10A WNT3 WNT5A WNT5B WNT6 XCL1 XPOT XRN1 YKT6 YWHAG ZBTB20 ZCCHC12 ZCCHC4 ZDHHC13 ZEB2 ZFR2 ZGRF1 ZIC4 ZNF175 ZNF2 ZNF235 ZNF358 ZNF436 ZNF467 ZNF536 ZNF560 ZNF708 ZNF780A ZZEF1 BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_B ABCB4 ABCD4 ABHD4 ACAD8 ACKR1 ADAM22 ADAM23 ADRB2 AEBP1 AEN AGA AGRN AHNAK AJUBA AKIRIN1 AKT1S1 ALDH3A2 ALDH3B1 ALDH8A1 ALG5 ALPK3 AMOTL1 AMOTL2 ANGPTL2 ANO1 ANTXR1 ANXA1 ANXA3 ANXA8L1 AOX3P APAF1 APP ARAF AREG ARG2 ART1 ARX ASAH1 ASB9 ATXN7 AVPI1 B4GAT1 BAG3 BCL10 BCL9 BDH2 BET1L BHLHE40 BMP1 BMP2K BORCS6 BPIFA1 BTG2 BTG3 C11orf24 C15orf39 C16orf87 C19orf25 C1GALT1C1 C5AR1 CALU CAP1 CASP2 CASP8AP2 CASTOR1 CAV2 CBS CCDC127 CCDC3 CCL8 CCN2 CCN3 CCN4 CCNA1 CCPG1 CCRL2 CD274 CD44 CD59 CDKN2D CELSR3 CEMIP CENPN CEP85L CFAP298 CFAP61 CFL2 CGREF1 CGRRF1 CHMP1A CHMP1B CHMP3 CHPF CHPF2 CHRNE CHST14 CHST6 CILK1 CISH CITED1 CLEC10A CLTB CMTM6 CNNM2 COL10A1 COL17A1 COL4A1 COL4A2 COL4A5 COL5A3 COL7A1 COPZ2 COQ10B CPEB1 CPOX CRCT1 CRIP2 CRISP2 CRLF1 CTSA CTSF CXCR6 CYP46A1 DCXR DDAH2 DDC DEPDC7 DFFA DNAJB1 DNAJC17 DNAJC18 DNAJC22 DRAM1 DTX1 DUSP1 DUSP14 DUSP6 DYNC1H1 DYNLT3 EAF2 EBF3 ECHDC3 EDEM1 EIF1 ELOVL1 ENO3 ENPP5 EOLA1 EPHA2 EPHA3 EPHX1 EPYC ERCC5 EREG ETNK1 ETS1 EYA4 F3 FADS2 FAF2 FAM114A1 FAM20A FAM217A FAS FBRS FBXL3 FBXO25 FBXO4 FBXO6 FGF1 FGFBP3 FHL3 FLYWCH2 FMC1 FMO2 FNBP1 FNDC4 FOSB FOXA1 FRMD6 FUCA1 GABRB2 GADD45G GALNT14 GAS2L3 GAS5 GASK1B GBA1 GCC1 GGCT GINM1 GJB6 GNA11 GNG11 GOLGA7 GPC4 GPCPD1 GPI GPR19 GPR85 GRB14 GRIA3 GSDME GSS GTF2IRD1 GTF2IRD2B GZMH GZMM H1-2 H3C14 HACD1 HAPSTR1 HASPIN HBEGF HCN3 HERPUD2 HEXIM2 HGSNAT HLA-DMA HOATZ HOXD13 HPD HPS1 HSD17B11 HSPA1A HTATIP2 HYLS1 IFT25 IGF1R IGHM IL10RB IL11 IL15RA IL3RA IL5RA IL6 INF2 INHBA INMT INPP1 ITGAL ITPKC IVL JPH2 JUP KDM7A KEL KIF15 KLF16 KLF6 KLHDC8A KLHL21 KRT4 KRT71 KRT8 L3HYPDH LAMB3 LAPTM4B LATS1 LCN2 LGALS8 LIF LIX1 LOXL3 LRP1 LRRC27 LRRC51 LRRFIP1 LRRIQ4 LTB4R LTBP3 LTBP4 LYNX1 MAFK MAP2K3 MAPK8IP1 MARVELD2 MATR3 MCFD2 MCPH1 MCUB METTL21A METTL6 MFAP2 MFAP3L MFGE8 MFSD5 MGAT2 MGP MIPEP MLYCD MMP14 MMP3 MORN5 MRAP MRPS18B MSRB1 MSX2 MT4 MTTP MUC13 MVP MXRA8 MYADM MYD88 MYO6 NABP1 NCAN NCR1 NDRG4 NECTIN3 NFKB2 NFKBIZ NFYC NGF NINJ1 NKAIN4 NKX2-8 NME6 NMI NOCT NOS1AP NPDC1 NQO1 NR1I2 NR4A1 NR6A1 NRDE2 NRXN1 NSMCE3 NUAK2 NXF2B OCIAD2 OIP5 OLIG2 OLR1 OR13C7 OR51B2 OR51B6 OSBPL5 P2RX3 P2RX4 PACSIN1 PAK2 PAPPA PCDH8 PCDHB4 PDGFRA PDRG1 PFKFB1 PGLYRP1 PGM3 PHACTR3 PHF19 PHTF1 PHYHD1 PIAS1 PICALM PIGF PIGM PIK3IP1 PKD1 PLA2G2E PLAUR PLBD2 PLD3 PLK3 PLSCR3 PMAIP1 PMEPA1 PNCK PNMT POLD4 POLK POMGNT1 PRKCD PRPS1 PRR5L PRSS23 PRTN3 PTGS2 PTK7 QSOX1 RAB21 RAB22A RAB23 RAD54L RAG2 RAI14 RALGPS2 RASA4 RASD2 RASGEF1C RASSF1 RBP4 REEP6 RELA RENBP REXO1 RFX4 RGS16 RGS18 RIMS1 RIN1 RINL RNASE1 RNASE2 RNF128 RNF41 ROCK2 RPAP3 RPE RPS12 RRAS2 RSPO1 RYR1 RYR3 S100A4 S100A6 SAP30BP SAT1 SCN11A SCN1B SDCBP2 SEMA3D SEMA4A SEMA7A SERINC1 SERP2 SERPINB2 SERPINB5 SERPINE1 SERPINE2 SETD7 SFMBT1 SGCD SGF29 SH2B3 SH3GL1 SHC3 SHD SHISA5 SHISAL2B SIDT2 SLC10A6 SLC12A4 SLC1A1 SLC20A1 SLC23A1 SLC31A2 SLC35A1 SLC35A2 SLC35E3 SLC48A1 SLC50A1 SMAD7 SMIM11 SMIM12 SMIM15 SMPD1 SND1 SNHG20 SNRPD3 SORBS1 SOX1 SOX17 SP5 SP6 SPAG4 SPARC SPP1 SPRR1A SPTLC1 SQSTM1 SRPK3 SRXN1 STK11IP STK4 SULT1A1 SULT2A1 SYN2 SYNC SYPL2 TAP2 TCF21 TCL1A TEAD3 TEC TEF TES TEX261 TFRC TGFB1I1 THAP7 THBD TIMP2 TIMP4 TINAGL1 TJP3 TMBIM1 TMEM132C TMEM192 TMEM216 TMEM41B TMEM53 TMSB4X TNFRSF11B TNFRSF12A TNFSF12 TNFSF8 TPD52 TRAF3IP2 TRAPPC2 TRIM11 TRIM16 TRIM3 TRMT10B TRMT11 TSHB TSPAN13 TSPAN17 UBE3D UBL4A UBQLN1 UBXN6 UCN3 ULK1 UNC5C UNC5CL UPF3A UTRN VASN VN1R5 VNN3P VPS51 WDR31 WDR64 WDR90 WFS1 WIPI2 XDH YES1 YIPF6 ZBTB41 ZBTB49 ZCCHC3 ZFAND2A ZFPL1 ZG16B ZNF235 ZNF3 ZNF688 ZNF821 ZWINT BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_C ADGRV1 AGRN ATP6V0C AXDND1 BCL2L15 BMPER BMPR1B BVES BZW1 C11orf52 CCNK CDH8 COCH CXCL6 DES DHRS2 DHX33 DHX40 EFS EIF3D EIF3G EMB ENTPD6 ERG ERI1 ETF1 FAM210B FGF7 FOXQ1 GCH1 GEM GNG5 HECTD3 HMGN3 HPCA HSD3B2 HSPH1 IL1RL1 IP6K2 KCNH2 KCNK16 KCNQ4 KLF10 KLHL8 KRT78 LCN10 LENG9 LRRC3 LYZ MALAT1 MECOM MEP1B MTCH2 MTOR NAGA NMU OBI1 OR5V1 P2RY14 PACSIN3 PDE3A PDZK1 POLQ PRSS41 PSD3 PTGS1 RABGAP1L SDC4 SEC14L3 SGSM1 SH3GL2 SHKBP1 SIK3 SLC16A13 SLC22A3 SMIM20 SNAI3 SNCB SOCS3 SRRM4 SSBP2 TAOK3 TEX35 TLNRD1 TLR5 TMC5 TRPM2 UBA1 USP14 UVRAG ZNF175 BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUINS_UVC_RESPONSE_VIA_TP53_GROUP_D ABCB11 ADGRA2 ADIPOQ ADISSP ADM AGO2 AKR1C4 ALDH1B1 ALDH5A1 AMIGO1 APOF APPL2 AQP11 ARHGAP45 ARHGEF10L ARIH1 ARK2C ARRDC2 ATP1B2 ATP6AP2 AZIN1 B3GALNT1 B3GALT1 BCL2A1 BICDL1 BID BLK BLOC1S1 BMI1 BOC C16orf90 C19orf18 C22orf39 C8orf82 CABP1 CACUL1 CALCRL CAPZA1 CARD11 CBLN2 CBX6 CCDC57 CCK CCL7 CCSER2 CD2 CD48 CD79B CES2 CFAP126 CFLAR CHIA CHRNA6 CHRNG CITED4 CLXN CNFN COPB1 CPA1 CPE CRMP1 CRYGC CSMD3 CTPS1 CYFIP2 CYP1A2 CYS1 DBIL5P DDX21 DDX3X DENND1B DIAPH2 DMD DNAJC10 DNM1L DUSP10 DUSP23 EARS2 EFCAB15P EFNA2 ENHO ENPP3 ETV4 EXOC6B EXOSC6 EXTL2 FADS1 FAM107B FAM151B FBXO32 FBXW11 FCGR2B FCHO1 FHAD1 FLACC1 FMO2 FMOD FNDC8 FPR2 GABRA5 GADD45B GAPDH GDF10 GGTA1 GJB3 GNAT1 GRK2 GSDMD GSK3B GTPBP4 HDHD5 HEMGN HHATL HK1 HOOK1 HSPB7 IL2RA INAFM1 IPO4 ITPR2 IZUMO3 KCNA3 KCNMA1 KDELR2 KDM5D KERA KIF16B KIF26B KLHL42 KRT2 KRT84 LAMA5 LAT2 LBX1 LGALS3 LGR5 LMNTD1 LRRC15 LRRC8E LTBP1 LUC7L2 MACROD1 MALL MBP MFSD6 MIA MID1IP1 MORN1 MYO1A MYOG MZT1 NCBP3 NDOR1 NEFM NKTR NOPCHAP1 NR1D2 NR2E3 NRARP OCA2 OLFML2B ONECUT1 OSBPL3 OSMR PARN PAX5 PDCD1LG2 PDPN PGM2 PHACTR1 PHGDH PHKA1 PHKA2 PHKG1 PITPNC1 PITX3 PLCB2 PLEKHA3 PLOD3 PLVAP POLR3G PPP1CB PPP1R12B PRDM4 PRKG2 PRL PRPF3 PRUNE2 PTK2 PUS3 PXDN RAB15 RAB3D RARA RBM20 RBM25 RBM34 RHBG RHD RNF121 RNF122 RNF138 RUNX3 SAG SCAPER SCGB3A1 SDR39U1 SEMA3A SEPTIN3 SERPINA1 SGCB SH3BGR SH3PXD2A SLC12A9 SLC17A9 SLC20A2 SLC22A23 SLC30A1 SLC32A1 SLC52A2 SLC9A2 SLIT2 SLN SMIM23 SNAPC1 SNORA64 SNX9 SOCS6 SPAG5 SPATA9 SPEN SPHKAP SPMAP2 SPOPL SRCIN1 SREBF2 STBD1 STT3A SYNPO2L TADA3 TBX20 TCAM1P TEKT5 TESC TGFBR3 TIAM1 TIPRL TMCC2 TMEM170A TMEM176A TMEM35A TNFRSF4 TNFSF13B TPI1 TRAK1 TRDN TRIM59 TRIP10 TRMT13 TSC22D2 TTYH1 TUNAR TXNRD3 UBA5 UBE2O UBE2QL1 USP32 UXS1 VDAC1 VEGFC VPS50 ZBTB22 ZBTB8A ZC3H13 ZDHHC3 ZFP14 ZFP92 ZNF544 ZRANB2 BRUNEAU_HEART_GREAT_VESSELS_AND_VALVULOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUNEAU_HEART_GREAT_VESSELS_AND_VALVULOGENESIS JAG1 MED13L NKX2-5 NOTCH1 NOTCH2 PTPN11 TBX1 TFAP2B BRUNEAU_SEPTATION_ATRIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUNEAU_SEPTATION_ATRIAL GATA4 MYH6 NKX2-5 TBX20 TBX5 BRUNEAU_SEPTATION_VENTRICULAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUNEAU_SEPTATION_VENTRICULAR CRELD1 GATA4 KRAS NKX2-5 PTPN11 RAF1 SOS1 TBX1 TBX20 TBX5 BRUNO_HEMATOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BRUNO_HEMATOPOIESIS ADGRE1 AK1 AK4 ANXA2 AQP9 BCL2 BHLHE40 BNIP3 CALCA CAPN5 CCL3 CCN3 CCNG2 CD53 CD55 CD9 CPE CRISP3 CTSC DAG1 DHCR7 ELF1 ELOVL6 ENAH FGF3 FKBP1A GALK1 GLB1 GZMB H1-0 H2BC10 HK2 HMGCR HSD17B10 IFI16 IGFBP7 IL4 LAT2 LILRB4 MAP3K1 MSMO1 NET1 NOCT PBX1 PFKP PRDX4 PTGIR PTGS2 RBL2 RCN1 REPS1 RNF19A S100A6 SCD SERPINF1 SESN1 SLC39A6 SNAP23 SPARC SPINT1 SQSTM1 TEC TIE1 TJP1 TSPAN32 VAMP5 ZNF106 BUCKANOVICH_T_LYMPHOCYTE_HOMING_ON_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUCKANOVICH_T_LYMPHOCYTE_HOMING_ON_TUMOR_DN ACTR6 ALDOA ATP9A DLK1 EDNRB EMX2 ENPP2 HES1 MEAK7 MEG3 MPHOSPH9 MYBL1 NCOA1 P2RY1 PAPSS2 SAC3D1 SEC61G SGCB SLC1A4 SPIDR WT1-AS ZNF423 BUCKANOVICH_T_LYMPHOCYTE_HOMING_ON_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUCKANOVICH_T_LYMPHOCYTE_HOMING_ON_TUMOR_UP AKAP10 C3 CALD1 CCDC102B CFLAR CYP1B1 DPY19L2 ESR1 GBP1 GRK3 IGLJ3 LINC00926 MICAL1 MYCBP2 NME9 NOL7 PRPF38B SERPINB6 SKAP2 STK3 ZNF521 BUFFA_HYPOXIA_METAGENE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUFFA_HYPOXIA_METAGENE ACOT7 ADM AK4 ANKRD37 ANLN BNIP3 CA9 CDKN3 CHCHD2 CORO1C CTSV DDIT4 ENO1 ESRP1 GAPDH GPI HILPDA HK2 KIF20A KIF4A LDHA LRRC42 MAD2L2 MAP7D1 MCTS1 MIF MRGBP MRPL13 MRPL15 MRPS17 NDRG1 P4HA1 PFKP PGAM1 PGK1 PNP PSMA7 PSRC1 SEC61G SHCBP1 SLC16A1 SLC25A32 SLC2A1 TPI1 TUBA1A TUBA1C TUBB6 UTP11 VEGFA YKT6 BURTON_ADIPOGENESIS_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_1 ARL4C BAG3 CCN2 CEBPB CEBPD DLX2 DNAJB4 DUSP2 ELL2 ERRFI1 ETS2 FOSL2 FOXC2 ID3 IER3 IL6 IRS2 LITAF MAFF NFIL3 NR4A2 PER1 PHLDA1 RHOB SGK1 SLC25A25 THBD TSC22D1 UNC45A VEGFA WEE1 BURTON_ADIPOGENESIS_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_10 ACADL ANXA6 ATP6V1C1 CAVIN2 CCNG2 CETN2 CPEB2 DOCK9 FAM107B FDFT1 FDPS FLOT1 GYG1 HMGCS1 LPL LRRFIP1 MSMO1 MTM1 NOL7 NSDHL PKP2 PYGB RAB3IL1 SEPTIN10 SOWAHC SQLE STRBP TMEM37 UBA3 VCL ZFAND6 BURTON_ADIPOGENESIS_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_11 ACVR2A AHR AKTIP ALCAM AMOT ARFGEF1 ARHGAP5 ATF1 ATF2 ATP6AP2 CCDC88A CDH11 COL3A1 DDIT3 EPHB3 GADD45A GAS1 GBP7 ICE1 IDI1 IFI16 IRF1 KIF16B KIF5B LIMS1 LMO7 LPAR1 MARCKS NFIX NR3C1 PAXBP1 PBRM1 PKD2 PNRC2 RAB9A RASA1 RBM39 RNF13 SHOX2 SLC12A2 SLC25A36 SMARCA2 SMS SNAI2 SNAPIN TBK1 TOP2B TULP4 ZFP62 ZMYM6 ZNF644 ZSCAN26 BURTON_ADIPOGENESIS_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_12 ARGLU1 ARID1A BOD1L1 BPNT2 BUB1 CAPN7 CASP8AP2 CIP2A CYP1B1 DIPK2A DNAJC3 EMC2 FAM76B GTF2A1 H1-0 HNRNPM IREB2 KIF2A KITLG MKI67 MYEF2 NIPBL PHF12 POLN PTBP3 RSRP1 SP3 SRPK2 SRSF10 TMEM68 UBE2V2 ZNF638 BURTON_ADIPOGENESIS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_2 ANK3 AVPI1 BCAT1 CAD CCND3 CLIC4 COL4A1 FKBP5 FOSL1 FST FTSJ3 GJA1 GNPTAB GRWD1 GSTO1 HMGA2 HSF1 HSPD1 HSPH1 IL1R1 IL1RL1 ITGA5 IVNS1ABP KCNN4 KRT13 LIMK1 LXN MAP3K6 MCL1 MKNK2 NF2 NOP56 NSUN2 PA2G4 PER2 PGD PRDX6 PRKCE PRR5 PTGES RAMP3 RASA3 RBM14 RHOJ RHOU SAMHD1 SAR1B SASH1 SDC1 SERP1 SFPQ SIDT2 SLC6A6 SLC7A6 SNAI1 SPHK1 SPSB1 SRM SRR SRXN1 ST3GAL1 TEAD4 TGFBR3 TIMP1 TLE1 TLL1 TPM4 TUBB3 UGDH VDR XDH BURTON_ADIPOGENESIS_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_3 ABCA1 ADAM8 AQP1 ASF1B ATF6B AURKA BIRC5 BRCA1 BUB1 BZW1 CCNB1 CCNB2 CCNE2 CCNF CD4 CDC20 CDC45 CDC6 CDC7 CDCA7 CDCA8 CDK1 CENPK CKS1B CKS2 CSRP2 CSTF2 CX3CL1 DCK DLGAP5 DNMT1 DTL DTYMK E2F8 EZH2 FEN1 FIGNL1 GAS6 H2AC4 HELLS HGF HMGB2 IFI16 IL13RA1 ILF2 IMPDH2 INCENP KIF11 KIF20A KIF22 KIF2C KIF4A KLF5 KPNA2 LMO4 LRP5 MAD2L1 MAN2A1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM7 MKI67 NASP NCAPH NQO1 NUP85 NUSAP1 OSMR PCLAF PCNA PLK1 PNP POLA1 PRC1 PRIM1 PTGFR RACGAP1 RAD51 RAD51AP1 RFC5 RNASEH2C RRM1 RRM2 SLBP SLCO3A1 SMC2 TACC3 TCF19 TFDP1 TK1 TOP2A TOPBP1 TTK TUBB6 TYMS USP1 VCAN WNT4 BURTON_ADIPOGENESIS_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_4 ABCF2 ADIPOR2 AGTR2 ANGPTL4 ANXA8L1 ATP6V1F BCL6 CCT3 CMC2 COL18A1 COL4A2 COL6A1 COL6A2 CSE1L DAXX DDX51 DPEP1 EIF2B1 EMC8 ENTPD6 EPHB4 FKBP4 GLUL H2AX IDH3A IFI16 IGFBP4 LDHA LSM3 MRPS12 NHP2 NOP2 NSUN2 PLXND1 POLE4 PPM1G PPP2R1B RCL1 RHOU SNRPA1 SREBF1 ST3GAL4 UCHL5 ZNF385A ZNF706 BURTON_ADIPOGENESIS_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_5 ABHD5 ACADM ACO2 ACSL1 ADAM12 AIFM1 AK2 ALDOA ATL2 ATP5MK BCAP31 BCL2L13 C16orf74 C3 CAVIN1 CBR3 CEBPA CHP1 CISD1 CLOCK COQ9 COX17 COX6A1 CRAT CYC1 CYCS DBI DNAJB9 ECHS1 ESRRA ETFB FABP4 FABP5 FDX1 G6PD GINM1 GK GNPAT GPHN GPI GRPEL1 GUCD1 GYS1 H2AC8 H3C14 HK2 IFNGR1 IGF2 ISCA2 IVD JAGN1 LMAN2 LPIN1 MAPK6 MDH2 MGST3 MIGA2 MKNK2 MPC2 MRPL12 MRPL15 MRPL18 MRPL20 MRPL34 MRPS26 MRPS34 MTX2 MYORG NDUFA8 NDUFAB1 NDUFB10 NRIP1 ORMDL3 PC PDIA6 PEX11A PEX14 PHB1 PHB2 PIM3 PLA2G12A POR PPA1 PPARG PPIF PRADC1 PRDX3 PRELID3B PRPS1 PSMA1 PSMA5 PTCD3 PTGES2 RASD1 RGCC RMC1 RMDN3 RPP14 RREB1 SDHD SIPA1 SLC1A5 SLC5A6 SORBS1 TALDO1 TBL2 TIMM17A TIMM23 TIMM8A TIMM9 TMEM97 TOB1 TOMM40 TYSND1 UQCR11 UQCRH WFDC21P XBP1 BURTON_ADIPOGENESIS_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_6 ABCA1 ABCD2 ACAA1 ACAA2 ACAD9 ACADL ACADS ACYP2 ADCY6 ADIG ADIPOQ ADISSP AGPAT3 ALAD ALAS1 ALDH1A1 AOC3 APMAP APOC1 APOE AQP7 ARL4A ATP5F1D ATP5PO BBLN BCAT2 BCKDHB BNIP3 C11orf54 C1QTNF12 C6orf136 C9orf72 CA2 CA3 CAMP CAT CAVIN2 CBR1 CCNG2 CD151 CD1D CD4 CDIP1 CDKN2C CFD CHCHD3 CHPT1 CIB2 CIDEC CMBL COL15A1 COQ5 COX5B COX7A2 COX7B CS CYB5A CYB5B CYRIB DBT DDT DECR1 DGAT1 DHCR7 DHRS7B DLAT DLD DLST DNAJC15 EHD1 ETFDH FAH FASN FMC1 FXN G0S2 GBE1 GCSH GDF5 GPD1 GRHPR GSR HADH HIBADH HIBCH HIPK2 HP HSD11B1 HSD17B12 HSD17B4 HYCC2 IMPDH1 ISCA1 ISOC1 ITGA6 KAT2B LCN2 LDHB LIAS LONP2 LPL LTC4S LUM MAP4K4 MC2R MCCC1 ME1 MGLL MGST1 MPDU1 MRAP MRPL51 NABP1 NDUFA5 NDUFA9 NDUFB2 NDUFB3 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFS1 NDUFS3 NES NNMT NOCT NR1H3 OGDH OR2H2 ORM2 PARM1 PDAP1 PDHB PEX19 PGM2 PHTF2 PLA2G12A PLA2G6 PLIN4 PNPLA2 POLN PON2 PPP2R5A PRXL2A PSEN2 PXMP2 QDPR QKI RAB3D RARRES2 RBPMS REEP5 REEP6 RETN RETSAT RNF11 S100A1 S100A8 SAMM50 SCARB1 SCP2 SDHA SDHB SDHC SFXN1 SGCD SLC19A1 SLC25A1 SLC25A10 SLC2A4 SOWAHC SOX15 SUCLG1 TAB3 TANK THRSP TKT TP53INP2 TSPAN12 TST TUFM UCK1 UNC119 UQCR10 UQCRB UQCRC1 UQCRC2 UQCRQ WFDC12 BURTON_ADIPOGENESIS_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_7 ACTN1 APBB2 BAG6 CCN5 CCND1 CD44 CPE CTSV CTTN DLK1 DNM1 FBLN2 FBN1 H2AZ2 HMGA2 IFITM3 IL6ST MARCKSL1 NONO NQO1 PBX3 PLAC8 PLP2 PLXNB2 PNP PROS1 PRRX2 PTGS1 RBP1 RHOJ S100A6 S1PR3 SELENOF SERPINE2 SLC29A1 SLC6A8 SSR3 SYNPO TAGLN2 TGFBI THY1 TIMP1 TIMP2 TINAGL1 TMEM45A TPM4 VAMP5 VCAM1 XPO1 BURTON_ADIPOGENESIS_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_8 ACTA2 ANXA3 ANXA5 APP ASAH1 B9D1 BAX BDNF CAP1 CAPG CD276 CD99 CMTM3 COL4A5 CPQ CTSA DAXX DSTN EMP1 EMP3 F2R FAM91A1 FGF7 FXYD5 GBA1 GNB1 GNG10 GSTM1 HMGCR ITGAV KCTD10 KDELR3 LAMP2 LEPROT LOX MAP1LC3B2 MAPKAPK2 MATN4 MSN MYH9 NCAM1 NSA2 OGN PDLIM7 PDPN PHLDB2 PLA2G7 PLD3 PLTP PLXNB2 PRAF2 PRDX4 PRR13 PRSS23 PSAP PTGIS RAB31 RPS6KA4 SCPEP1 SERPINB6 SERPINF1 SERTAD1 SKI SLC1A4 SLC38A4 SLC7A5 SMAD6 SPTAN1 TAPBP TCEAL9 TES TMSB10 TPBG TSPAN6 TUBA1A TWIST2 USP22 VCAM1 VCL ZFP36L2 BURTON_ADIPOGENESIS_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_9 ACOT9 ACVR2A AKAP12 ANXA11 ARMCX2 ASAP1 BCAR1 C16orf89 CCL15 CCL7 CCN1 CDK4 CDKN2A CDKN2B CEBPD CITED2 CLIC1 CNN3 CSF1 CSRP1 CTNND1 CXCL12 CXCL3 CYTH3 DDAH2 DNM1 DOK1 DPP7 EIF4B EPHX1 EXOC4 F3 FADS1 FERMT2 FOS FZD2 GALK2 GAS2 GEM GGTA1 GLMP GPC4 GRN GSTM1 GSTT1 HEBP1 ID3 IFI30 JUP KIFAP3 KLF4 LATS2 LGALS9 MAGED2 MAOA MFSD1 NDRG4 NEDD9 NME4 PCGF5 PHLDA1 PLA2G4A PLAT PLK2 PRKCD PTGS2 RASA4 RASSF5 RECK RNF13 ROCK2 SFRP2 SIRT2 SKAP2 SLC8A1 SNX6 SPART SPP1 STXBP3 THBS2 TPD52L1 TPM1 TSPYL4 TXNDC16 VCAM1 BURTON_ADIPOGENESIS_PEAK_AT_0HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_0HR ACTA2 ADH1C APBB1IP ASAP1 CALML4 CCL15 CCN3 CCNG2 COL11A1 COL8A1 CRYAB CSF1 CTSK CYB5R1 DAB2 DDIT3 F3 FAH FLOT1 FZD2 GADD45A GAS1 GAS2 HLA-G IDH1 IGF1 IL11RA ISG15 KLF2 LPL MAP4 MARCKS MGP MXD4 MYL9 NAA10 NEAT1 NREP OGN PCCB PCK2 PDGFRA PDGFRB PLAT PLIN2 PSMB10 RAB11FIP5 RALGDS RASL11B RUNX1T1 SERF2 SERPINB9 SFRP2 SORD SPP1 TGFB3 THBS2 TIMP3 TLE5 TLN1 TPM1 TRIB3 VEGFC VEGFD BURTON_ADIPOGENESIS_PEAK_AT_16HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_16HR ABCF1 ABCF2 ASF1B ASS1 CDC6 CDCA7 CHAF1B DDX21 DNMT1 DUT ECM1 EMB FAM111A FEN1 GRWD1 HAT1 HELLS HMGA1 HMGB2 IFI16 IFRD2 MCM3 MCM4 MCM5 MCM6 MCM7 MRPL18 MSH6 NAP1L4 PGP POLA2 POLD1 PRPS1 RAD51 RNASE3 RRM2 SAA3P SERPINA3 SMC2 SNX5 VCAN BURTON_ADIPOGENESIS_PEAK_AT_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_24HR AGT ANLN ANXA8L1 AQP1 AURKB BBLN BUB1 CAD CCNA2 CCNB1 CDC20 CDC25C CDK1 CENPL DCTPP1 DPAGT1 ELAVL1 EXOSC5 GALK1 HMMR IPO5 ISYNA1 KIF20A KIF22 KIFC1 KPNA2 LCN2 MELK NUSAP1 PRC1 PTTG1 RACGAP1 RANGAP1 RRM1 S100A8 SLPI SNRNP70 SRSF1 STMN1 TK1 TOP2A TRAPPC5 UBE2C WFDC12 BURTON_ADIPOGENESIS_PEAK_AT_2HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_2HR ACKR3 ADM BAG3 BTG2 CAPN1 CCN1 CCN2 CDR2 CDR2L CEBPD CXCL3 DNAJB1 DNAJB4 DNAJB6 DUSP1 EMD ERRFI1 ETS2 FOS FOSB FOXC2 GADD45G HK2 ID3 IER3 IL6 JUNB KLF4 LONP1 MAP2K3 MYC NR4A1 NR4A2 PHLDA1 PPP1R15A PTGS2 RGS2 RHOB RHOJ SEMA3C SERPINE1 SLC20A1 THBS1 TNFAIP6 TNFRSF1B ZFP36 BURTON_ADIPOGENESIS_PEAK_AT_8HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BURTON_ADIPOGENESIS_PEAK_AT_8HR ARL4D BZW1 CD44 CEBPB EREG FGL2 FOSL1 GSTO1 HMGA2 HSPH1 IFI16 IL1RL1 ITGA5 KLF5 NOP56 PLAC8 POR PPA1 PPP1R2 PRDX6 PRR5 RCL1 RRAS2 SAMHD1 SCD SDC1 SLC16A1 SLC23A2 SLC7A6 SRXN1 TEAD4 TIAM1 TOP1 TSC22D3 TUBB2A UAP1 UCP2 VDR XPO1 BUYTAERT_PHOTODYNAMIC_THERAPY_STRESS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUYTAERT_PHOTODYNAMIC_THERAPY_STRESS_DN ABHD14A ACOT13 ACP6 ACSL5 ADAM10 ADAM12 ADAMTS3 ADAT1 ADO ADRB2 AGBL5 AGPAT1 AK1 AK2 ALDH1B1 ALDH5A1 ALG6 ALG8 AMD1 AMOTL2 ANAPC13 ANAPC15 ANKFY1 ANP32A ANTKMT ANTXR1 AP1S1 AP2A2 AP3M2 APBA2 APEX2 APOL1 ARAP2 ARF3 ARHGDIB ARL5A ARSJ ASTE1 ATP2A2 ATP5MC1 ATP6V0E2 ATR ATRN ATXN10 AURKA AURKB B3GAT3 B4GALT6 B4GAT1 BAG5 BARD1 BCL2 BCL2A1 BCL2L1 BCL7C BCS1L BDH1 BDH2 BDNF BIN3 BIRC5 BLCAP BLOC1S1 BOLA1 BOLA2 BRCC3 BRIP1 BSCL2 BTD BUB1 C11orf71 C16orf95 C1orf216 C6orf120 C7orf25 C9orf40 CADM1 CALD1 CARD10 CAV2 CBR3 CBY1 CCDC15 CCDC28B CCDC85B CCL2 CCN1 CCN2 CCNA2 CCND1 CCND3 CCNE1 CCNF CD302 CD40 CDC42EP3 CDC7 CDCA3 CDCA4 CDK1 CDK5 CDKN2C CDKN3 CENPI CENPS CFLAR CHPF2 CHST2 CISD1 CKLF CLDN11 CLN5 CLN6 CLTB CMC4 CNN2 COA1 COA4 COL4A1 COL4A2 COPS7B CORO1A COX16 CREBZF CRIM1 CSTF1 CSTF2T CTDSPL CTNNBIP1 CTPS1 CTSC CXXC1 CYB5A CYP24A1 DAG1 DARS2 DBF4 DBI DCAF8 DCTPP1 DDX11 DEAF1 DENND2B DEPTOR DERA DET1 DFFB DGCR6 DHFR DHODH DHRS1 DHRS11 DLEU1 DNA2 DNAAF2 DNPH1 DOK1 DOLK DPM2 DPM3 DPY19L1 DTYMK DUT E2F1 EBAG9 EBP EDN1 EEF1AKMT3 EEF2KMT EFEMP1 EFEMP2 EFHD2 EHD3 EHMT2 EID1 EIF2B1 ELOA ELOVL6 ELP5 EMC9 EML3 EML4 EN1 ENC1 ENDOD1 ENDOG ENSA EPHA2 ERG28 ERLIN1 ERLIN2 ERMP1 ETFB EXO1 EXOG EXOSC4 EXTL2 F8A1 FABP4 FAM200C FAM86C1P FAM8A1 FANCA FANCF FARSA FBN1 FBXL18 FBXO5 FBXO9 FEM1B FERMT1 FGFBP1 FHOD1 FIRRM FJX1 FKTN FN1 FNTB FOCAD FOXD1 FOXL2 FPGT FUCA1 FUT4 FZD1 GABBR2 GALNT10 GALNT14 GALNT6 GATC GBP1 GCHFR GEMIN4 GEMIN6 GGCX GINS2 GINS4 GLIPR1 GLRX5 GM2A GMPR2 GPAA1 GPR176 GPR3 GSTT2 GTF3C2 H2AX HADH HCFC1R1 HDDC2 HELLS HES1 HEXIM1 HHEX HILPDA HJURP HK2 HLA-DPA1 HMBS HMOX2 HNF1B HOPX HOXA1 HOXA10 HOXA9 HOXB7 HYAL2 ICAM1 ICAM3 ICMT ID1 ID3 IFIT5 IGF2BP3 IGFBP5 IL13RA1 IMP3 INAVA INHBB INTS5 INTS9 IPP IQCC IRS1 ISG15 ISOC1 ISOC2 ITGB3 IVD IVNS1ABP JADE1 JAG1 JPT2 JRK KANK1 KANK2 KCTD14 KIAA1549L KIF15 KIF18B KIF20A KIFC1 LAGE3 LANCL1 LAPTM5 LBH LCMT2 LCP1 LEF1 LINC01963 LIPA LIPT1 LMNB1 LMNB2 LOXL1 LOXL2 LRP8 LSM2 LYPD1 LYSET M6PR MALL MANSC1 MAP3K5 MAPK14 MAT2A MBTPS2 MCAT MCCC2 MCM10 MCM3 MDFIC MDH2 MDM1 MEAK7 MECP2 MED22 MEIS2 METTL13 METTL18 MGST2 MKI67 MLLT11 MLPH MLXIP MPC1 MPHOSPH9 MPPE1 MPZL2 MREG MRPL24 MRPL34 MRPL40 MRPL57 MRPS11 MRPS14 MRPS17 MRPS34 MSRB2 MTARC2 MTMR1 MYCBP MYL9 N6AMT1 NAA40 NAAA NASP NAV3 NCOR2 NDUFA3 NDUFA7 NDUFAF7 NDUFB7 NDUFS6 NEDD4L NEIL3 NEK2 NF2 NGF NHLRC2 NHP2 NID1 NLK NLRP3 NMB NME3 NME7 NMU NNMT NR2F1 NREP NRGN NTHL1 NUAK2 NUBPL NUDT1 NUDT6 NXF1 ORC1 OSBPL3 OSTF1 PAGR1 PAN2 PAQR4 PARD6A PARP2 PCDH7 PCDHGC3 PCSK6 PCYOX1L PDF PDGFB PDLIM5 PDSS1 PEX11B PEX12 PGAP2 PGP PGRMC1 PGRMC2 PHTF1 PIGC PIGF PIGK PIGN PIGO PIMREG PIP4K2B PITX1 PKP4 PLAU PLCL2 PLCXD1 PLGRKT PLK2 PLXNA2 PMS1 PNN PNPLA4 POGLUT1 POGLUT2 POLA2 POLE2 POLM POLR1G POLR2I POLR2L POLR3K PON2 POP5 PPARD PPIC PPM1F PPOX PPP1R3C PPP2R2D PRIM1 PRMT7 PRR16 PRSS23 PSMB10 PSMB9 PSME3 PSME3IP1 PSRC1 PTCD2 PTDSS1 PTPN18 PTPRN2 PUDP PWP2 PXMP2 PXMP4 PYCARD PYCR3 RAB27A RAB38 RABIF RAC2 RAD51C RAD54B RANBP6 RBL2 RBM8A REXO5 RFC3 RGS4 RGS7 RHOBTB3 RIDA RMDN3 RNASET2 RNFT2 ROR1 RPS6KB2 RRAGA RRM2 RRS1 RSAD1 RTL10 SAC3D1 SCAND1 SDC2 SDHAF3 SEPHS1 SEPTIN7 SERPINE1 SETMAR SH2D4A SHMT1 SIX1 SKP2 SLC16A7 SLC25A11 SLC25A12 SLC25A20 SLC26A2 SLC37A4 SLC38A6 SLC39A8 SLC43A3 SLC5A6 SLFN12 SMARCD2 SMCO4 SMTN SMURF2 SNRNP25 SNU13 SOX9 SPARC SPC25 SPIN2A SPTSSA SRF SRGN SRSF7 SRSF8 SSX2IP ST3GAL4 STX10 STX8 SUB1 SURF2 SYNJ2BP SYNPO SZRD1 TACSTD2 TAGLN TARDBP TASP1 TBC1D2 TBC1D2B TBL1X TCTA TCTN3 TEX261 TGFB2 TGFBI TGFBR2 TGIF2 TGM2 THAP10 THAP11 THBS1 THTPA THYN1 TIMM10 TIMM8A TIMM8B TLE4 TLR4 TM7SF2 TM7SF3 TMCO6 TMEM109 TMEM14A TMEM160 TMEM177 TMEM80 TMSB15B TMX1 TMX4 TNFAIP1 TNS3 TOP2A TOR3A TPM4 TRAM2 TREX1 TRIAP1 TRIM14 TRIM34 TRMT12 TRMT2B TSEN2 TSPAN1 TSPAN4 TTLL12 TTLL4 TTPAL TUBB TUG1 TUSC2 TXN2 UBQLN2 UBR7 UBTF UBXN8 UCP2 UGGT2 UQCR10 UROS USB1 USP13 USP18 UTP3 VANGL1 VCAN VCL VOPP1 WDCP WDR5B WDR7 WDR76 WDR77 WNT5A WTAP WWC1 XPA YLPM1 ZBTB14 ZBTB18 ZBTB25 ZDHHC3 ZDHHC4 ZFHX4 ZHX3 ZMYM3 ZNF112 ZNF174 ZNF22 ZNF239 ZNF365 ZNF512B ZNF93 ZNRD2 BUYTAERT_PHOTODYNAMIC_THERAPY_STRESS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BUYTAERT_PHOTODYNAMIC_THERAPY_STRESS_UP AADAC AARS1 ABCA1 ABCC5 ABHD3 ABHD5 ABI1 ABL2 ABTB2 ACBD3 ACVR1 ACVR1B ACVR2A ADAM17 ADAMTS5 ADCY7 ADNP2 AFF4 AGO3 AHI1 AHNAK2 AHR AHSA1 AK6 AKAP17A AKAP8L AKAP9 AKR1C1 AKR1C3 AMPD3 ANKRD10 ANKRD12 ANXA10 AP1AR AP3S2 AP5Z1 APPBP2 AREG ARFGAP3 ARFGEF2 ARHGAP12 ARHGAP45 ARHGEF2 ARHGEF3 ARHGEF7 ARID3B ARID4B ARIH1 ARL8B ARMCX2 ARMCX3 ARMCX6 ARPP19 ASS1 ATF2 ATF3 ATF4 ATF7IP ATG14 ATP2B1 ATP2B4 ATP6V0A2 ATP6V1B2 ATP6V1C1 ATXN3 AXIN1 AZI2 BACH1 BAG3 BAHD1 BAZ2A BAZ2B BET1 BHLHE40 BMP2 BPGM BRAP BRD1 BRD2 BRD4 BRF2 BRWD1 BSDC1 BTG1 BTN2A1 BTN2A2 BTN3A1 BTN3A3 C3orf52 CAMTA2 CBFA2T2 CBLB CBLL1 CCDC28A CCDC68 CCDC93 CCN3 CCNA1 CCNG2 CCNJ CCNL1 CCNT2 CCSER2 CD55 CDC42 CDK17 CDK19 CDK8 CDKL3 CDKN1A CDKN1C CDKN2AIP CDR2 CDR2L CDYL CEBPB CEBPD CEBPG CELF1 CENPJ CEP112 CGRRF1 CHAC1 CHIC2 CHKA CHORDC1 CHTOP CIR1 CITED2 CLCF1 CLCN6 CLDN14 CLIP2 CLK1 CLK4 CLU CNIH3 CNNM4 CNOT4 COPS2 COQ10B CPT1A CREBBP CSF2 CSGALNACT2 CSNK1G1 CSNK2A1 CSNK2A2 CSTF3 CTH CTNS CUL3 CUL7 CUX1 CXCL2 CXCL3 CXCL8 CYTH2 DAAM1 DCP1A DCTN4 DCUN1D2 DDAH2 DDIT3 DDIT4 DENND4C DHRS3 DHX34 DLGAP4 DMTF1 DNAJA1 DNAJB1 DNAJB14 DNAJB2 DNAJB4 DNAJB6 DNAJB9 DNMT3B DNPEP DOK4 DSE DST DUSP1 DUSP10 DUSP5 DYNC1LI1 DYRK3 EEIG1 EFNA4 EGLN2 EIF1 EIF2AK3 EIF3A EIF4EBP3 EIF5 EIF5A2 ELF1 ELK4 ELL ENTREP1 EP300 EREG ETS2 EZH1 F11R F2RL1 FA2H FAM13A FAM169A FAM53C FBXL12 FBXO38 FEM1B FEM1C FGD6 FGF2 FGFR1 FICD FKBP4 FNBP4 FNTA FOS FOSL2 FOXJ3 FOXO3 FRS2 FTH1 FTL FXR1 FZD7 GABARAPL1 GABPA GADD45A GAREM1 GARRE1 GCC1 GCLC GCLM GDF15 GEM GFPT1 GGPS1 GJC1 GK GMEB1 GMEB2 GMFB GNA13 GNAI1 GNAI3 GNPDA1 GOLGA2 GOLGA5 GOLGA6L9 GOLGB1 GOLPH3L GON4L GPATCH3 GPATCH8 GPBP1L1 GPR107 GPR137B GPR161 GPRC5A GPRC5B GRB10 GSE1 GSK3B GTF2B GTF2H1 GTF2IRD1 GTPBP2 H2AC18 H2AC6 H2BC12L H2BC5 H2BC7 HAUS6 HBP1 HDAC5 HECA HERC4 HERPUD1 HEY1 HIC2 HINFP HIPK3 HIVEP1 HIVEP2 HMBOX1 HMOX1 HOXD1 HPGD HRH1 HS1BP3 HSF2 HSP90AA1 HSP90AB1 HSPA13 HSPA4 HSPA4L HSPA6 HSPBAP1 HSPD1 HSPE1 HSPH1 HUS1 IBTK IER3 IFI16 IGF1R IGFBP1 IKZF5 IL11 IL13RA2 IL15 IL18 IL1A IL24 IL6 IL6R ILRUN ING1 INHBA INPP5E INSR IP6K1 IP6K2 IQCB1 IRF1 IRF7 IRF9 IRS2 IST1 ITCH ITGA2 ITSN2 JMJD1C JMJD6 JUND KCNK1 KDM2A KDM3A KDM4A KDM4B KDM5B KDM6A KDM6B KHDRBS1 KHNYN KIF3C KIN KITLG KIZ KLF10 KLF11 KLF12 KLF3 KLF4 KLF5 KLF6 KLF9 KLHL24 KMT2B KPNA5 LAMTOR3 LARP4 LARP6 LCOR LDAF1 LGALS3 LHFPL2 LIN37 LMBR1L LOX LRIF1 LRIG2 LRRC8E LSS LUC7L LYPD3 LYST LZTS3 MAFF MAFG MAP1LC3B MAP1S MAP3K14 MAP3K2 MAP3K9 MAP4K3 MAP4K5 MAPK7 MARCHF6 MARCHF7 MARK3 MAU2 MBNL2 MBP MED13L MED17 MEF2A MEF2D MEGF9 MFHAS1 MID2 MKLN1 MKNK2 MKRN1 MLF1 MMP1 MMP10 MMP13 MORC3 MRPL18 MRTFA MSX1 MT1X MTF1 MTHFD2 MTMR3 MTPAP MTUS1 MXD4 MXI1 MYO9A N4BP1 N4BP2L1 N4BP2L2 NAB2 NAMPT NAP1L1 NAV2 NCF2 NCOA1 NCOA3 NCOA6 NDEL1 NDRG1 NEU1 NFAT5 NFE2L2 NFIL3 NFKBIA NFYA NIPBL NOTCH1 NPC1 NPIPA1 NPIPB3 NR1D1 NR1D2 NR2C2 NRAS NRBF2 NRF1 NRG1 NSMAF NUDT4 NUMB NUP50 NUP58 NXF1 OASL OGA OPTN ORC6 OSBP OSBPL2 OSER1 OSGIN1 P4HA2 PAFAH1B1 PALLD PALM2AKAP2 PAX8 PCNX1 PDCD4 PDE10A PDE4DIP PDZD2 PELO PER1 PER2 PER3 PFKFB3 PGF PGM3 PHF1 PHF3 PI4K2A PIAS4 PIK3CA PIM1 PJA2 PKD1 PKNOX1 PLA2G15 PLA2G4A PLAGL2 PLCD1 PLEKHB2 PLEKHF1 PLEKHM1 PLEKHO2 PLIN2 PLK3 PLPP1 PLXNA3 PMAIP1 PMP22 PNISR PNRC1 POR POU2F1 PPARG PPIF PPL PPP1R15A PPP2R2A PPP2R5B PRDM10 PRDM4 PRKCD PRKD2 PRRC1 PRRC2B PRRG4 PSEN1 PSG1 PSG4 PSG6 PSG7 PSG9 PSPH PTBP2 PTBP3 PTGS1 PTGS2 PTHLH PTP4A1 PTX3 PUM1 PWWP3A R3HCC1L RAB11FIP1 RAB22A RAB29 RAB40B RAB5A RAB6A RAB7A RAB8B RAB9A RABEP1 RABGAP1 RABGEF1 RABGGTB RAD54B RALGAPB RALGDS RASAL2 RASSF1 RB1CC1 RBM25 RBM39 RBM48 RCAN1 RCAN3 RCBTB1 RELB RELN RESF1 RETREG2 RGL1 RGPD5 RGS17 RGS2 RHBDF1 RHOB RHOF RHOQ RIOK3 RIPK2 RIPOR1 RIT1 RLF RMND5A RND3 RNF103 RNF19B RNF38 RNF44 RNF6 RNMT RP2 RPS6KA5 RPS6KC1 RRAD RRAGC RRAGD RRAS2 RSAD2 RSC1A1 RSF1 RSL1D1 RSRC2 RTN2 RWDD2A RYBP SAT1 SBNO1 SCG5 SEC24A SEC24B SEC24D SECISBP2L SENP5 SENP6 SERINC1 SERP1 SERPINB2 SERPINH1 SETD2 SETD5 SFPQ SFSWAP SGPL1 SHTN1 SIK1 SIK3 SIM2 SIRT1 SIRT7 SKIL SLC12A7 SLC17A5 SLC1A4 SLC25A36 SLC25A38 SLC2A3 SLC30A1 SLC31A2 SLC33A1 SLC38A2 SLC38A7 SLC39A14 SLC3A2 SLC4A7 SLC6A6 SLC6A8 SLC7A11 SLCO4A1 SLF2 SLK SMAD4 SMC5 SMOX SMURF1 SNAP23 SNIP1 SNN SNX16 SNX6 SOCS1 SOD2 SORBS1 SOS1 SOS2 SP2 SPAG9 SPRY2 SPSB1 SPSB3 SPTLC2 SQSTM1 SRC SREK1 SRSF11 ST3GAL6 STAG2 STAM STC2 STK10 STK17B STK3 STX1A STX3 STX5 STXBP3 SWAP70 SYF2 SYNC SYNGR3 TANC2 TANK TBC1D15 TBC1D17 TBC1D3F TCEAL9 TCF20 TCF7L1 TCF7L2 TFDP2 TFPI TFPI2 TGDS THBD THUMPD2 TICAM1 TIPARP TJAP1 TJP1 TLE1 TLR2 TMCC1 TMED5 TMEM39A TMF1 TNFRSF11B TNFSF9 TOB1 TOB2 TOPORS TP53BP2 TRAF6 TRIB1 TRIB3 TRIM13 TRIM16 TRIM23 TRIM25 TRIM33 TRIM36 TRMO TSC1 TSC22D1 TSC22D2 TSPYL2 TTBK2 TTC17 TTC33 TUBB2A TVP23B TXNIP TXNL4B TXNRD1 UAP1L1 UBAP1 UBE2B UBE2D1 UBE2H UBL3 UBR2 UBXN7 UFM1 UGCG UGDH ULK1 UPF2 UPF3B UPP1 USP36 USPL1 UTP25 VAT1 VCPKMT VEGFA VPS37B VPS4B WAC WAPL WASHC2C WBP4 WDFY3 WDR19 WDR47 WDR48 WIPF2 WIPI1 WRN WSB1 XIAP YPEL5 YRDC ZBTB40 ZBTB43 ZC2HC1A ZC3H12A ZC3H7A ZC3HAV1 ZCCHC14 ZEB2 ZFP36 ZFX ZHX2 ZKSCAN5 ZMIZ1 ZMYM5 ZNF140 ZNF143 ZNF16 ZNF165 ZNF202 ZNF212 ZNF24 ZNF254 ZNF274 ZNF277 ZNF282 ZNF322 ZNF354A ZNF394 ZNF395 ZNF426 ZNF442 ZNF473 ZNF557 ZNF83 ZNF84 ZSCAN31 ZSCAN5A BYSTROEM_CORRELATED_WITH_IL5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTROEM_CORRELATED_WITH_IL5_DN ADAM10 ADAR AP1G1 ARNT BAZ1B CAND1 CD180 CD44 CEACAM1 CLK4 CYBB DDB1 EIF4G1 ERCC2 FOXM1 HCFC1 HIPK1 HIVEP2 IKZF1 IL6ST INCENP ITGAL KLRK1 KPNA3 LYST MAPK9 MAPKAPK2 MATR3 MTMR1 MXD1 NCF1 NR3C1 NVL PAPOLA PIK3CD PIK3R1 PIM1 PITPNB PKNOX1 PLD1 PSTPIP2 PTPRJ RAB10 RNF13 RNF2 SF3B1 SLA SLFN12L SNX2 SORL1 SRSF1 SSR3 STAT5B SYK TFDP1 TMPO TRAM1 WRN ZFY ZNF22 BYSTROEM_CORRELATED_WITH_IL5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTROEM_CORRELATED_WITH_IL5_UP ALOX15 CAMP CD63 CTDSP2 CTSH DOK2 DYNC1H1 E2F1 EPX ETF1 GATA1 GATA2 GORASP2 GTF3C1 HDAC2 HDGF HIP1R IKBKB IL11RA IL3RA LYL1 MAP4K4 NELFE NFKB1 NUCB1 NUCB2 POLR2L PRG2 PRG3 PSMC5 PTPN2 RBBP4 RNASE3 RPS12 SERPINB2 SET STX3 TACSTD2 TSPAN32 VAMP8 VCAM1 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_AND_BRAIN_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_AND_BRAIN_QTL_CIS ACAA1 ACADL AGTRAP ALAD ALDH9A1 ARHGAP9 ARL6IP1 C5orf34 CCND2 CLEC16A CPSF2 CTSC CUX1 DAP3 DCTN6 DDA1 DPP7 EEF1AKMT1 ELOA FAM114A2 GATAD2A GEMIN5 GFER GLO1 GNB1 HARS1 HJURP IFI16 IQGAP1 KCNJ9 KLC1 KMT2E MED1 MRPL35 MRPL44 MRPS7 MTIF2 MYO7A NDUFA7 NECAP2 NMRK1 NOP10 PADI2 PDXDC1 PRDX2 PRKCE PSMB6 PTPRF RPL26 SARAF SC5D SCOC SKP1 SNHG6 SNORD30 SNRPB2 SPG21 SRP9 THUMPD1 TOX4 TRMT1 TUBGCP4 USE1 USP38 VPS52 ZFAND5 ZFP91 ZMYM6 ZNF878 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_AND_BRAIN_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_AND_BRAIN_QTL_TRANS ABCA1 ABCC3 AGRP AHCY AIP AKAP8 ANP32A BAZ1B BLM C4orf3 CAPN6 CAVIN2 CCDC6 CETN2 CHCHD7 CHD8 CNBP COMT CRYGB CSNK2A2 CTCF CYBA DDA1 DMTN DNAJB11 DNAJB6 E2F8 EGF EIF2B4 EIF5B EPB41L4B EPOP EPS15L1 EYA3 FABP5 FASTKD5 FBLN1 FGF9 FLCN GDI2 GLDC GLMP HAND1 HMOX2 HNRNPH2 HOXD4 HP HPD HSD17B2 ICOS IFIT1B IGFBP4 KCNN1 LAMB3 LRRC58 MAGEB1 MAP1S MAP3K12 MCM3AP MED10 MKI67 MKLN1 MMP17 MNT MOV10 MRPL50 MRPS5 MSI1 MTRES1 MYH3 NAA30 NAALAD2 NANS NCOA1 NDUFS2 NF1 NFKB1 NME3 NNT NOP58 NRBP2 NSD1 NXF1 ORM2 ORMDL3 OTUB1 PCK2 PDK4 PDLIM1 PDLIM7 PDXDC1 PGAP2 PIGA PKIA PLD2 PPARA PRAMEF13 PRKCD PSD PSMD14 PTCD3 PVALB PXMP2 RANBP9 RAP1B RAP1GDS1 RMC1 RNF19B RPF1 S100PBP SALL3 SAMM50 SBNO1 SDC1 SEMA4F SERPIND1 SF3A2 SF3B5 SFPQ SFR1 SGCE SKAP2 SLC16A2 SLC2A1 SLC2A4 SLC35C2 SNRPB SPTLC2 ST8SIA1 STK11 STMN2 STX12 SYPL1 TBC1D15 TCIRG1 TIPARP TMEM222 TNFAIP8L1 TPST1 TRIP12 TSHB TSPAN33 TTC17 TULP4 UCP1 UPK3B USP22 UTP4 VAMP1 VDAC2 ZBTB14 ZFAND6 ZFR2 ZFYVE16 ZMYM4 ZNF444 ZNF574 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_FGF3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_FGF3 BMP8A BMP8B EFNB1 EFNB3 MAP2K6 PKNOX1 POU5F1 SH3RF1 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_FLI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_FLI1 DBF4 FANCG HIC1 IFT27 IL1RL1 MYF6 RAB5B TAP2 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_IL3RA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_IL3RA BCAP31 CCND3 EPHA6 GUCA1A KMT2A PCDHA9 RAC1 SERTAD1 VEGFB BYSTRYKH_HEMATOPOIESIS_STEM_CELL_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_QTL_CIS ACADL ADGRG1 ADPGK AGTRAP ALAD ALDH9A1 ARL6IP1 ATAD1 ATP5MJ ATP6V1B2 BMAL1 C5orf34 CBFA2T2 CBR1 CCL15 CCND2 CCR2 CD1D CD59 CLEC16A CNIH1 CNN3 COA3 CPSF2 CREG1 CRYZ CSRP1 CST3 CTSC CTSE CUX1 D2HGDH DAP3 DBI DCTN6 DDOST DIAPH3 DPP7 ELOA EMP1 F11R F2R F5 FGF3 FLI1 FLOT1 GATAD2A GATM GCSAM GEMIN5 GFER GGH GGNBP2 GLO1 GNB1 GNB4 GPI HARS1 HDC HJURP HLA-DRA IFI16 IL3RA ITLN1 KIF1C LIG3 LITAF MED1 MPC2 MPO MRPL35 MRPS7 MSH5 MTIF2 MTMR9 MYL10 MYO5A MYOM1 NABP1 NECAP2 NFYA NMRK1 NOP10 NPL NSDHL NSMCE3 NUB1 NVL PADI2 PADI4 PDXDC1 PIGX PITX2 PON2 PRDX2 PSMB6 PSMG4 PTPRF PTPRVP RCN1 RGCC RPL26 RUNX1 SARAF SC5D SCOC SERF2 SNHG6 SNORD30 SNRPB2 SPAST SPG21 SQOR SRP9 ST6GALNAC4 TBCB TFPI THUMPD1 TM2D3 TMCO1 TMEM234 TRAPPC12 TSPAN8 TTC7B TUBB6 TUBGCP4 UBAP2L USE1 USP38 VAMP4 VPS52 ZC3H11A ZMYM6 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_QTL_TRANS ABCB10 ABCB8 ABCF1 ACKR3 ACOX1 ACP6 ACVRL1 ADAM10 ADARB1 ADCY6 ADGRL1 ADIPOQ ADIPOR1 ADPRS ADSL ADSS2 AGFG1 AHCY AK2 AKAP17A AKR1B10 AKR1C4 AKTIP ALAS1 ALDH1A1 ALDH1A2 ALDH3A2 ALK ALKBH5 AMOTL2 ANG ANKRD17 ANKRD2 ANKRD46 ANPEP APBB1IP ARF3 ARHGEF28 ARID1A ARIH2 ARL6IP4 ARPP19 ART2BP ASCL1 ATF2 ATP1A1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1H AURKA AXIN1 AXIN2 B3GALNT1 B3GAT3 BCL7B BID BLZF1 BMI1 BMPR1A BOK BPIFA2 BRAF BRD2 BRD4 BROX BTBD17 BTF3 BTG1 BUB1 C4orf3 C5AR1 CA3 CA5A CACNA1G CACNA1S CAPN2 CAPN7 CASP9 CAVIN3 CBFB CBL CBX5 CCDC6 CCL27 CCL3 CCL4 CCNA1 CCNI CD14 CD320 CD34 CD40 CD48 CD5 CD68 CD74 CD79A CDC20 CDCA7L CDH3 CDH6 CDK8 CDKN3 CDO1 CDS2 CDX2 CDX4 CEACAM1 CEBPG CELA2A CERS2 CFH CHD1 CHD1L CHIA CHMP6 CHRNA6 CHRNG CLK4 CNOT8 CNTNAP1 COASY COL17A1 COL26A1 COL4A1 COL4A4 COLQ COMT COPA COQ4 COX6B2 COX7A2L COX8C CP CRADD CRB3 CRIPT CRKL CRY2 CRYGD CSF3 CSNK1D CSNK1E CSRP1 CST9L CTDSP2 CTNNBIP1 CTNND1 CUEDC1 CUL2 CUX2 CXCL10 CYB5R1 CYCTP CYP1A2 CYP2B6 CYP2C19 CYP4F3 CYTH2 DCPS DCUN1D5 DDA1 DDAH2 DDR1 DDX52 DDX56 DESI1 DGKA DHX9 DICER1 DLG3 DLX3 DNAJB2 DNAJC7 DNASE1 DNMT3A DNTT DUS1L DVL2 DYNC1H1 EBF3 ECHS1 ECI1 EDN1 EDN3 EFHD1 EIF2AK3 EIF2S2 EIF3B EIF5B ELOVL2 EML5 ENC1 ENG ENPEP ERO1A ESR1 ESRRA ETF1 ETV2 EXTL3 FADS1 FANCM FASTK FBLN1 FBXW2 FCGR1A FDFT1 FEM1A FGF18 FGFR1 FGGY FHOD3 FIGNL1 FKBP9 FKBPL FNTA FOXG1 FOXRED1 FRYL FUS FXYD3 FYTTD1 FZD3 G3BP1 GAB2 GABPB1 GALR3 GAR1 GAS8 GAST GBF1 GDPD3 GFRA1 GHRHR GIPC1 GIPC2 GJA5 GLB1 GLB1L GLO1 GLTP GNA13 GNAS GNGT2 GOLT1B GOSR2 GPC4 GPR33 GPSM1 GRIA1 GRIK1 GRIN2C GRIN2D GSK3A GSPT1 GSTK1 GSTM1 GSTT2 GTF3A GUCY2C GYG1 GYS1 GZMA H1-2 H1-6 H2AC18 H2AC21 H2AZ1 HAND1 HAND2 HAS1 HAT1 HAUS3 HCCS HCFC1 HCN2 HDGF HINFP HIPK2 HLA-DMB HMGB1 HNRNPA1L2 HNRNPD HNRNPH2 HNRNPR HNRNPUL2 HOXA1 HOXA2 HOXB13 HOXB4 HOXB6 HOXD1 HR HRH1 HSD3B1 HSD3B2 HSPD1 HTR1B HTR2B HTRA1 HTT IBSP ICAM2 ID2 IER3 IFITM3 IFNAR2 IFT20 IFT25 IFT27 IGFBP2 IGFBP5 IGFBPL1 IGHV1-18 IGHV1-58 IGHV3-72 IGKV4-1 IGKV5-2 IKBKB IL12B IL13 IL13RA2 IL18BP IL18R1 IL1RL1 IL1RN IL2RB IL6ST IMPA2 IMPDH1 ING4 INHA INPP5A INSL3 IPO8 IRF2BP1 IRF8 IRX3 ITGA6 ITGAV ITGB3 ITIH3 ITSN1 IYD JOSD2 KCNA4 KCND2 KCNJ1 KCNQ2 KCTD9 KDELR1 KIAA0319L KIAA0930 KIAA1217 KIF5C KIFC3 KLC1 KLF9 KLK1 KLK8 KLRK1 KRT2 KRT4 KRTAP13-2 KRTAP5-4 LBP LEF1 LEP LGALS4 LIG3 LILRB4 LIMK1 LIPE LMNA LMO1 LPGAT1 LRRFIP2 LUC7L LY6H MAB21L2 MACROD2 MAF MAGEB1 MAGOH MAN2A1 MAP3K1 MAP3K2 MAPK12 MAPK7 MAPKAPK5 MATR3 MAU2 MBD2 MBD3 MBP MCM3AP MDM1 MEA1 MED22 MED24 MEOX1 MFHAS1 MFSD14A MIA MINDY1 MIR675 MKRN1 MLLT1 MMP17 MNAT1 MOBP MPEG1 MPP1 MRPL12 MRPL13 MRPL16 MRPL28 MRPL48 MRPL54 MRPS34 MSR1 MTMR14 MTOR MUC17 MUC5AC MYBL1 MYNN MYO1F MYO5A MYO6 NAA15 NAALAD2 NACC2 NAGK NAP1L1 NAXE NBEAL2 NCAM1 NDFIP2 NDUFAF1 NDUFC1 NDUFV1 NDUFV2 NEDD4L NEFL NEFM NEU1 NFIX NFKB1 NFKBIE NFYC NIP7 NKIRAS1 NLK NMI NMT2 NOG NONO NOTCH4 NPAS1 NPDC1 NPEPPS NPNT NPPA NPR3 NR0B1 NR1D2 NR2C2AP NR2F1 NR2F6 NR5A2 NSDHL NUCKS1 NUSAP1 OCA2 OGDH OMD ONECUT1 OSBPL5 OTP OTULINL PACRGL PAFAH1B2 PAK3 PARK7 PBX1 PCBP2 PCGF2 PCSK5 PCYT1A PDCD1 PDCL3 PDE1A PDE4DIP PDE6A PDRG1 PDXDC1 PDXK PEX14 PEX5 PGR PHF13 PHLDB1 PIK3C2G PIK3CD PIK3R1 PIP5K1B PIPOX PLA2G2C PLCB1 PLRG1 PLXNA2 PLXNB2 PLXND1 PMM2 PMS2 PNCK POLR1C POLR2C POLR2G POLR2I POU5F1 PPIL2 PPP1R17 PPP6C PRB1 PREB PRKAR1A PROC PROM1 PRR13 PRRG2 PRRX2 PSAP PSMB7 PSMD1 PSMD11 PSMD9 PTGFRN PTK6 PTPN23 PTPRA PTPRN PTTG1 PWP1 QSOX1 RAB11A RAB11B RAB23 RAB4B RAD17 RAD52 RAD54L RAG1 RALA RAN RAP2B RASA4 RBM18 RBPJ RBPMS RECQL REEP1 REN REXO1 RFC5 RGL2 RGS11 RGS16 RGS19 RHOA RHOD RHOH RHOXF2 RNASE2 RNF103 RNF14 ROCK1 RORA RPA2 RPL39L RPP25L RPS23 RPS6KB1 RRN3 RRP1 RTKN RWDD1 SAA3P SART3 SCHIP1 SCN1B SCN8A SCT SDHAF1 SEC14L2 SEC16A SEC23IP SELENOF SELENOK SEMA6D SEPSECS SEPTIN2 SERPINA3 SERPIND1 SERPINF2 SERPING1 SETD1A SETD4 SETDB1 SF3B6 SFT2D1 SGCD SIRPA SIRT3 SKAP2 SKIC2 SLC12A4 SLC16A7 SLC1A5 SLC25A14 SLC25A19 SLC25A44 SLC27A1 SLC30A9 SLC35G6 SLC4A4 SLC5A6 SMAD1 SMG1 SMIM20 SMNDC1 SMPD1 SNAP23 SNAPIN SNCB SNRNP40 SNX10 SNX12 SOCS1 SORBS3 SOX15 SOX2 SP4 SRI SRRM1 SRSF10 ST7 STAR STAT3 STAT6 STAU1 STK24 STK25 STK38 STOM STX3 STX4 STX6 STXBP2 SUB1 SWAP70 SYCE2 SYK SYNGR1 SYNJ2BP SYT3 TBC1D15 TBXAS1 TCF3 TCF4 TCIRG1 TEC TECTA TEK TERF2 TFAP2A TFCP2L1 TFRC TGFB3 TGOLN2 TH THBD TIE1 TIMM10B TIMM8B TLK2 TM2D2 TMEM129 TMEM191B TMEM199 TMPRSS2 TNFAIP8L1 TNFRSF8 TNFSF11 TNFSF12 TNNT3 TNS2 TOMM5 TOMM70 TOR3A TPK1 TPO TPP1 TRAF6 TRAV38-2DV8 TRBC1 TRBV13 TRBV30 TRIM21 TRIM43 TRPM1 TSPAN12 TSPAN6 TSPO2 TSPYL1 TTR TUBA1A TULP3 TUT7 TWIST1 TWSG1 TYRP1 UBA5 UBE2I UBE2T UBE2V2 UBE2Z UBLCP1 UBTF UCP1 UGCG UHMK1 UROS USP19 USP39 USP9X VAPA VAV1 VCAM1 VCL VEGFB VEGFC VLDLR VPS26B VPS37C VTN WBP1 WBP1L WBP2 WDR43 WDR46 WIPF1 WIPI2 WNT7A WNT8A XCL1 XPNPEP1 XPO7 XRCC6 YAP1 YIPF4 YWHAG ZC3H15 ZDHHC5 ZDHHC6 ZDHHC9 ZFP36L1 ZIK1 ZKSCAN4 ZMYND8 ZNF226 ZNF276 ZNF277 ZNF398 ZNF436 ZNF518B ZNF644 ZNF688 ZNF703 ZNF708 ZNF746 ZNRF2 ZRANB2 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_RUNX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_RUNX1 ACVRL1 CD55 CSF3R EPHB3 IL12RB2 PGR PHOX2B PRSS2 BYSTRYKH_HEMATOPOIESIS_STEM_CELL_SCP2_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_HEMATOPOIESIS_STEM_CELL_SCP2_QTL_TRANS AKR1C4 ATP7B ATXN2 CETN1 COL4A2 CTSG DHX40 DNASE1L2 FMO1 FPR2 HSP90AB1 LIF MYL4 MYOG NKX2-6 PBX1 PCSK4 POLD4 PSMD3 SEMA5B SFTPC SLC50A1 SPARC SRSF10 TEP1 TXNIP ZC2HC1C BYSTRYKH_SCP2_QTL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BYSTRYKH_SCP2_QTL CCL15 GGNBP2 KIF1C LIG3 MPO PSMB6 CADWELL_ATG16L1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CADWELL_ATG16L1_TARGETS_DN AFG2B ARSK C15orf40 C5orf34 CAMK2D CAP1 CCDC32 CCDC88C CLDN8 CTDSPL2 D2HGDH DHRS1 DNAJA4 FKBP5 FUBP1 GDAP2 GIP GPATCH2 H3-3B HAL HAUS2 HSPA1A HSPA1B HSPA4L IGHG1 IGHM IVD JMJD7 LRIG3 MCC MTREX NETO2 NFE2L2 NIBAN3 NUP62 OIP5 P4HA1 PDK4 PER1 PLET1 PNKP POT1 PPARGC1A PPFIBP1 PPIP5K1 RALGPS2 RAMAC RCCD1 RGS5 RNF187 SATB2 SCART1 SFRP1 SGK1 SLC15A2 SLC22A15 SMIM10L1 ST6GALNAC1 STOX2 SULT1C2 TCHH THOC1 TMEM242 TMEM267 TTR TUBGCP4 USP53 VCAM1 VPS39 YTHDC2 ZNF562 CADWELL_ATG16L1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CADWELL_ATG16L1_TARGETS_UP ACAA1 ADIG ADIPOQ AKR1B10 ALPI AMY2A AP1M1 APOA1 APOA4 APOC2 ARSK BLOC1S6 BST1 C1QTNF1 CA3 CCDC74B CCDC80 CD163 CD36 CFD CFI CHAC1 CHST1 CIDEC CIT CLEC2D CST6 CXCL3 CYP2E1 DGAT2 DHH ETNPPL EXD1 EXOSC10 FABP1 FABP4 FAM241A FAM3B FBXO41 FCGRT FMN2 FUZ GGT1 GSDMC GZMB HAO2 HBA2 HBB HP HSPA12A IFIT1B INMT ISG15 KCTD14 KIAA1671 KIF3B KRAS KRT12 LEP LHFPL2 LPL LTK MTTP NEUROD2 NPC1L1 NPR3 PC PCDH17 PDZK1 PLEKHM1 PLIN1 PLIN4 POU4F1 PTGER3 RBM45 RBP4 RETNLB RHOV RSAD2 SAA1 SASH3 SCD SELENOS SERPINA10 SLC36A2 SLC5A12 SMYD1 SOCS3 SSR1 SUCNR1 TF THA1P THPO THRSP TMEM116 TMEM87A TMIE TRIM15 UPK1B VNN1 WDFY1 WFIKKN2 XIST ZKSCAN1 CAFFAREL_RESPONSE_TO_THC_24HR_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_24HR_3_DN CDC42 CPT1A CSNK1G1 GIPC1 H4C9 MT2A NUPR1 NUSAP1 PSMD8 RRM2 RYR1 WBP1 WDR89 CAFFAREL_RESPONSE_TO_THC_24HR_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_24HR_3_UP ABCC12 CCNG1 CNBP EIF3I LRRFIP1 RPS2 SEC61A1 SRSF5 CAFFAREL_RESPONSE_TO_THC_24HR_5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_24HR_5_DN ALG2 ARF4 ASNS ATP5MF ATP5MJ ATP5MK CALM3 CDK1 CENPL COPB2 DCTN4 DUT EBP EIF5 EXOC2 FOXM1 FTMT FXYD3 GARS1 H4C3 HERPUD1 IGFBP5 IMPA1 LRRC28 MCCC1 MLC1 MT2A NDUFA1 NDUFB3 NEAT1 NME1 NUSAP1 PCBP2 PCLAF POLR2J2 POU4F1 PPIH RAB2A RANBP1 RBM4 RRM2 SEC16A SERPINB2 SHMT2 SLC3A2 SPIDR SPINT2 SUB1 TGFB3 TUBA1A TYRO3 UBE2C UBR4 WARS1 YY1AP1 ZRANB2 CAFFAREL_RESPONSE_TO_THC_24HR_5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_24HR_5_UP ABRACL ATP5MC3 CCNA2 CKS2 CNBP CTSL DDB1 EIF2A EXOSC4 FNTA GAL IARS1 KHSRP LIG4 MYL6B NAMPT NCOA4 NUCB2 PABPC1P2 PCNA PNP PSMA2 RAB5A RBX1 RNF10 RPS2 SELENOP TFRC TUBB TXNRD1 UHRF1 VAV3 ZFP36L1 CAFFAREL_RESPONSE_TO_THC_8HR_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_8HR_3_DN ACTR1A CHD4 EIF3B ENO1 PCDHB14 POLA2 PRPS1 PSMD1 RANGAP1 TRAP1 CAFFAREL_RESPONSE_TO_THC_8HR_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_8HR_3_UP AIMP2 CPEB4 EPCAM PATL1 RHOB CAFFAREL_RESPONSE_TO_THC_8HR_5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_8HR_5_DN DNAJA1 DNAJB1 EIF1AXP1 HSPA1L HSPA2 HSPA8 HSPH1 PABPC4 RDH11 RRM2 SRSF3 SRSF7 CAFFAREL_RESPONSE_TO_THC_8HR_5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_8HR_5_UP AIMP2 CDKN1B CTSL GARS1 GOLGB1 ID2 IPO7 JUND NEAT1 OSER1 SRRM2 STX5 TES USP3 ZFP36L1 CAFFAREL_RESPONSE_TO_THC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_DN CALM3 CCNA2 CDK1 CYP51A1 DHCR7 DHFR DNAJA1 EBP EIF1AXP1 GIPC1 HSPA2 HSPA8 HSPH1 MCM3 MCM6 PABPC4 PCLAF PNP PPIF RBM4 RRM2 SERPINB2 SESN1 SPIDR SRSF3 TMEM109 TUBA1A TUBA3C TUBB UBAC1 UHRF1 ZWINT CAFFAREL_RESPONSE_TO_THC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAFFAREL_RESPONSE_TO_THC_UP ASNS CDKN1B CENPL CPEB4 EXOC2 FNTA FTMT H2AC6 HERPUD1 IMPA1 IPO7 KCMF1 MCCC1 MYC NEAT1 NUCB2 PNISR RAB5A RPS2 SEC31A SERINC1 SHMT2 SLC3A2 TFRC TGFB3 UBR4 USP3 VEGFA YY1AP1 ZFP36L1 ZNF451 ZRANB2 CAIRO_HEPATOBLASTOMA_CLASSES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_CLASSES_DN AADAC ABCA2 ABCA6 ABHD6 ACSL5 ADH1A ADH1B ADH1C ADH6 ADIPOR2 ADIRF AFM ALAS1 ALDH2 ALDH3A2 AMOTL2 ANXA10 ANXA4 AOX1 APBB3 APCS APOC4 AQP9 AR ARL6IP5 ASPA ATN1 ATP10A B2M BCL6 BHLHE40 BLCAP BLNK BLOC1S1 BSCL2 C1QTNF3 C1R C1S C7 C8A CAMK1D CAPN2 CASP4 CAT CD59 CD5L CD81 CDC42EP3 COL18A1 COPZ2 CSRP2 CTSF CTSO CTXND1 CX3CR1 CYLD CYP1A1 CYP2B6 CYP2C9 CYP2E1 DAO DAPK1 DBP DCN DEPDC5 DKK3 DNASE1L3 ECM1 EGR1 EMCN ENG ENPEP ENTREP1 FABP3 FAS FAT4 FMO3 FMO4 FRY GABARAPL1 GAS6 GATM GC GFOD1 GHR GIMAP5 GLUL GLYAT GPR171 HCP5 HDAC9 HGD HIVEP2 HOMER2 HPD HSD11B1 HSD17B6 HSPB6 HTRA1 IGF1 IL1R1 IL2RB IL6ST ITGA8 ITIH4 ITIH5 ITM2A JADE2 KANK2 KANK3 KCNK1 KDM2A KHK KIAA0040 KLRB1 KLRK1 LAMA2 LAMA3 LCK LDB2 LIMS2 LMOD1 LPXN MAP3K14 MAP3K5 MAST4 MFAP3L MICU1 MMRN2 MTMR11 MYCL MYL12B MYLK MYRIP NAP1L1 NAXD NBL1 NFKBIA NR1D2 NTF3 P4HTM PACRG PALM2AKAP2 PAMR1 PDE2A PEA15 PEBP1 PHYH PLA2G4C PLXNB2 PON1 PREB PRKCH PSME2 PTPRB RAB33A RAMP3 RARB RARRES2 RASGRF1 RBP1 RCAN1 RPS27L RRAS SERPING1 SGCB SGPL1 SHB SLC10A1 SLC27A5 SLC30A1 SLC4A4 SLC6A1 SLCO1B1 SLCO1B3 SMAD3 SMAD7 SNED1 SNRK SPON1 SPTBN1 ST3GAL5 SULT1B1 SVEP1 SYNPO TBC1D2B TFAP2A TJP1 TK2 TNS2 TRADD TRAK1 TRANK1 TRIM22 TSC22D1 TSC22D3 TST TTC9 TUT7 UBA7 UGT2B4 UQCRQ VEGFD VSTM4 WASHC3 WFDC1 ZBTB18 ZBTB20 ZCCHC24 ZEB1 ZNF710-AS1 ZNF862 ZSWIM8 CAIRO_HEPATOBLASTOMA_CLASSES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_CLASSES_UP AAMP AARS1 AARSD1 AATF ABCF2 ACKR3 ACLY ACP1 ACSL3 ACTR3B ADISSP ADSL AFP AGBL5 AGFG1 AGPAT5 AGPS AHCY AIRIM AK4 ALDH18A1 AMD1 ANGEL1 AP1G2 AP2B1 APEX1 APRT ARFGEF1 ARID3A ARMC9 ASPM ATIC ATP2B1 ATP5MC2 ATP6AP1 ATP6V1H AURKA AURKB B9D1 BCCIP BFAR BIRC5 BLMH BOP1 BORA BRCA2 BSG BUB1 BUB1B BUB3 BYSL BZW2 C1QBP C8orf33 CAD CALU CANX CAPRIN1 CBX3 CCDC47 CCDC88A CCNA2 CCNB1 CCNB1IP1 CCNB2 CCNE1 CCNF CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CD164 CDC20 CDC25A CDC25C CDC27 CDC6 CDCA4 CDCA8 CDK1 CDK4 CDKAL1 CDKN3 CDT1 CENPA CENPF CENPI CENPN CENPQ CEP57 CERS6 CHAF1A CHCHD2 CHD7 CHEK1 CHEK2 CIAO1 CIAPIN1 CIZ1 CKAP5 CKLF CKS2 CLIC1 CLNS1A CNOT6 COG5 COIL COMMD8 COPS5 CPNE1 CPSF1 CPSF6 CREB3L2 CRELD1 CSE1L CSNK2A1 CSNK2B CTSV CYC1 DARS1 DAZAP1 DBF4 DCP2 DDC DDOST DDX1 DDX10 DDX18 DDX27 DDX39A DDX41 DDX42 DDX56 DGKD DGUOK DKC1 DLGAP5 DLST DMAC2 DNAAF5 DNAJC10 DNAJC4 DNAJC7 DNAJC9 DNMT1 DNMT3A DOP1B DPH5 DTL DTYMK DUSP9 E2F5 ECPAS ECT2 EEF1B2 EEF1D EEF1E1 EIF2B4 EIF2S2 EIF3B EIF3E EIF3F EIF3H EIF3L EIF3M EIF4A1 EIF4A3 EIF4B EIF4E2 EIF5B EMG1 ENO1 ENOPH1 ENY2 EPCAM EPRS1 ERGIC3 ESF1 EXOSC2 EXOSC4 EZH2 FAM136A FAM216A FANCA FANCI FARSA FASTKD1 FBL FBXO5 FKBP10 FKBP1B FNTA FOCAD FXN FXR1 GART GCFC2 GCN1 GCSH GGCT GINS1 GINS2 GINS4 GLDC GMPR2 GNL3 GPN1 GPS1 GPX7 GRK6 GTF2F1 GTF3C2 GTF3C3 GTPBP4 GTSE1 HDAC2 HDLBP HEATR1 HIC2 HJURP HMGA1 HMGA2 HMGB2 HMGB3 HMMR HNRNPA3 HNRNPA3P1 HNRNPC HNRNPR HOMER1 HS2ST1 HSF1 HSP90AB1 HSPA13 HSPD1 HTRA2 HUWE1 IARS1 IGSF1 IL1RAPL1 ILF2 ILF3 IMP4 IMPDH2 IPO4 IPO5 IPO7 JPT1 JPT2 KARS1 KDELR1 KDM1A KIAA0930 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF22 KIF23 KIF2C KIF4A KLHL7 KMT5AP1 KNTC1 KPNA2 KPNB1 KRT19 LANCL2 LAPTM4B LDAH LIG1 LIG3 LRPPRC LRRC1 LRRC59 LSM2 LSM4 LSP1P5 LTA4H LYRM4 MAD1L1 MAD2L1 MAN1B1 MAPKAPK5 MAPRE1 MAVS MAZ MCM10 MCM2 MCM3 MCM4 MCM6 MCM7 MDN1 MEAK7 MEP1A METTL8 MIF MIS18A MKI67 MLST8 MMS19 MNAT1 MPZL1 MRE11 MRPL12 MRPL15 MRPS18B MRPS27 MRPS33 MRPS7 MRS2 MRTO4 MSH2 MSH6 MTA1 MTDH MYBBP1A MYCBP MYCN MYL6B NAE1 NAT10 NCAPD2 NCAPG NCAPG2 NCBP2 NCL NCLN NDC1 NDC80 NEK2 NELFE NHP2 NIP7 NLE1 NME1 NME2 NOL11 NOL7 NOLC1 NONO NOP16 NOP56 NPM1 NPM3 NR2F6 NSD2 NT5DC2 NTAQ1 NUFIP1 NUP153 NUP205 NUP210 NUP85 NUP93 NUSAP1 ODC1 ODF2 OIP5 OLA1 ORC4 OSBPL2 OXA1L P3H4 P4HB PABPC4 PARP1 PAXIP1 PBK PCM1 PDCD11 PDCD4 PDGFRL PDIA4 PDIA6 PDSS1 PFAS PHB1 PHB2 PI4KA PIK3C2G PLCXD1 PLIN3 PLK1 PLTP PMS1 PNKP PNO1 POLD1 POLR1C POLR2D POLR3D POLR3E POMK POP7 PPA1 PPAT PPP1CC PQBP1 PRC1 PRDX4 PRDX6 PRKDC PRMT1 PRMT3 PRMT5 PRPF6 PSMB5 PSMF1 PSMG1 PSPH PTDSS1 PTK2 PTP4A3 PTPRA PUDP PUF60 PUS1 PUS7 PYGL QARS1 R3HDM1 RAB4A RABGGTB RACK1 RAD51AP1 RAN RANBP1 RB1CC1 RBM12 RBM4 RBX1 RCC1 RFC1 RFC2 RFC4 RFWD3 RFXANK RIOK3 RNASEH2A RNF126 RPL10A RPL11 RPL14 RPL15 RPL18 RPL18A RPL19 RPL22 RPL23 RPL24 RPL28 RPL36 RPL37A RPL4 RPL5 RPL6 RPL8 RPLP0 RPN2 RPP40 RPS14 RPS16 RPS21 RPS3 RPS6 RPS6KB1 RPS8 RPS9 RRM1 RRM2 RRS1 RSL1D1 RTRAF RUVBL1 RUVBL2 RXYLT1 SAE1 SAP130 SCRIB SEC23IP SEC61G SEPTIN9 SERBP1 SF3A1 SF3B3 SFI1 SFPQ SINHCAF SKP2 SLC25A3 SLC35F5 SLC39A4 SLCO4A1 SLCO4C1 SMARCA1 SMARCA4 SMARCB1 SMARCC1 SMC2 SMC4 SNHG14 SNHG32 SNRNP200 SNRPB SNRPD1 SNTB1 SNU13 SNX5 SOAT2 SPAG5 SPDL1 SPTLC2 SQLE SRP72 SRPK1 SRSF1 SRSF2 SRSF9 SSB SSR3 SSRP1 ST13 STK25 STOML2 SULT1C2 SUPT16H SUPT3H SUPT4H1 TAF12 TAF1D TAF9 TASP1 TBC1D31 TBL2 TBRG4 TCAF1 TCEA1 TCERG1 TDP1 TEX2 TFRC TGS1 THAP4 THG1L THOC5 TIMELESS TIMM9 TMA16 TMEM97 TMPO TOMM20 TOMM34 TOMM70 TOP2A TPD52L2 TPGS2 TPI1 TPX2 TRAP1 TRIM28 TRIP13 TRRAP TSR1 TTK TUBG1 TWNK TXNL4A U2SURP UBAP2 UBE2C UBE2S UBE2V1 UBXN8 UGGT2 UNC93A UPK3A UQCRB UQCRH USP10 USP24 UTP14A UTP18 UTP20 UTP6 VARS1 VDAC2 VRK1 VTI1B WARS2 WDR12 WDR3 WDR46 WDR77 XPO7 XRCC5 XRCC6 YBX1 YBX3 YEATS2 YWHAZ ZC3H15 ZFR ZNF207 ZNF696 ZNHIT3 ZWILCH CAIRO_HEPATOBLASTOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_DN AASS ABAT ABCB11 ABHD2 ABLIM3 ACAA1 ACAA2 ACACB ACADL ACADM ACADS ACAT1 ACSL1 ADGRA3 ADH1C ADK ADM AGL AGPAT2 AGXT AKR1D1 ALAS1 ALDOB ALPL ANG ANGPTL4 ANO1 ANXA10 APOF AQP3 ARHGEF26 ASL ASS1 AZGP1 BBOX1 BMERB1 C1R C1RL C6 C8A C8B C8G C9 CA2 CBS CD14 CDA CDC37L1 CETP CFHR4 CFP CHST7 CIDEB CLEC1B CLEC4M CPEB3 CPT2 CREM CRHBP CRP CTH CTPS1 CXCL14 CYP1A2 CYP26A1 CYP2A6 CYP2B6 CYP2B7P CYP2C18 CYP2C19 CYP2C8 CYP2D7 CYP2J2 CYP39A1 CYP3A5 CYP4F11 CYP4F3 DAO DCPS DDT DHODH DHRS1 DHTKD1 DNASE1L3 ECM1 EEIG1 EHD3 ENDOG ENO3 EPHA2 ETFDH ETNPPL ETS2 EXT1 F11 F9 FAAH FAHD2A FAM149A FBP1 FCGR2B FCN2 FCN3 FETUB FOXO1 FXYD1 GADD45G GAREM1 GBA3 GCDH GCGR GCH1 GHR GLS2 GLYAT GNE GNMT GOT1 GPD1 GPLD1 GPR88 GRAMD1C GRAMD4 GREM2 GSTT2 GSTZ1 GYS2 HAAO HABP2 HAGH HAL HAO2 HGD HGFAC HP HPGD HPX HRG HSD17B6 ID2 IGF1 IGFALS IGFBP3 IL13RA2 IL1RAP IL4R INHBB INPP1 INSIG1 ITIH4 KCND3 KDM8 KLF6 KMO LCAT LEPR LONP2 LPA LPIN2 LYVE1 MAN1C1 MAP2K3 MAP3K14 MAP3K5 MARCO MASP2 MAT1A MCL1 MFAP3L MGLL MMUT MPC1 MT1M MYOM1 N4BP2L1 NAMPT NAT2 NDRG2 NFIL3 NNMT NNT NQO2 NR1I2 NR1I3 NRG1 OGDHL OSBPL1A PAPSS2 PCK1 PCK2 PDLIM5 PEMT PFKFB1 PLAAT3 PLG PON1 PPARGC1A PPP1R1A PRG4 PRODH PTH1R PTS PXDC1 PXMP2 PZP RAB27A RCL1 RDH16 RETREG1 RIDA RND3 RNF125 SAA4 SARDH SCP2 SDHB SDS SERPINB8 SERPINE1 SERPING1 SHBG SHMT1 SIGIRR SKAP1 SLC10A1 SLC1A1 SLC20A1 SLC22A1 SLC22A7 SLC25A15 SLC27A2 SLC27A5 SLC37A4 SLC38A4 SLC3A1 SLC43A3 SLC46A3 SLPI SOCS2 SORL1 SRD5A1 SRD5A2 ST3GAL6 STAB1 STAB2 STARD5 SUCLG2 SYT17 TDO2 TENM1 TENT5A TFR2 TMEM131L TMPRSS2 TRIB1 TSKU TSPYL5 UGP2 UGT1A8 VIPR1 VNN1 VSIG4 XDH ZC3H12A ZFAND5 ZG16 ZGPAT CAIRO_HEPATOBLASTOMA_POOR_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_POOR_SURVIVAL AFP ALDH2 APCS APOC4 AQP9 BUB1 C1S CYP2E1 DLGAP5 DUSP9 E2F5 GHR HPD IGSF1 NLE1 RPL10A CAIRO_HEPATOBLASTOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_HEPATOBLASTOMA_UP ACACA ACLY ACSS3 AKR1C3 ALCAM ANGEL2 ANKRD27 ARL4A ASAP2 ASPSCR1 AVL9 BAMBI BCAM BEX1 BRD3 CAMSAP2 CAP2 CBX1 CBX5 CBX6 CCT3 CD24 CD24P2 CD46 CDC23 CDK4 CEP68 CETN2 CKAP4 CKB CLIC1 CLMN COL15A1 CPD CREB3L2 CRIM1 CRIPTO CS CYP51A1 DCP2 DDHD2 DENR DKK1 DLG5 DLK1 DRAM1 DZIP3 EHMT2 ELP1 EMCN EPCAM ERG28 ETV1 FASN FDFT1 FDPS FKBP1B FNBP1L FRRS1L FXR1 GABBR1 GJA1 GLUL GMNN GNPAT GORASP2 GPC3 GREB1 GSTA4 HDAC2 HEATR1 HIP1 HMGA2 HMGCR HMGCS1 HMGN4 HSP90AB1 HSPA2 HSPB1 IGF2BP2 ILF2 IMPDH2 ITGA6 ITGAE JARID2 KDM3B KDM5B KHDC4 LAMC1 LEF1 LGR5 LRRC1 LYZ MAGED1 MAGED2 MAP3K4 MAP4K4 MARCHF8 MARCKS MAVS MCAM MCM3 MEG3 MFF MINPP1 MLEC MMP11 MPZL1 MRPS27 MTR NAP1L1 NCOA3 NDN NSDHL NUDT3 NUP133 NUP37 OBSL1 PALLD PAPSS1 PDCD2 PDGFA PDXK PDZK1 PEG10 PEG3 PFKM PIEZO2 PLAG1 PLPPR1 PLVAP PLXNC1 PMS1 PODXL POLR1D POMK PPP1CC PPP1R2 PRKCA PRKD1 PRR15L PRUNE1 PSEN2 PSMD10 PSMD4 R3HDM1 RAB4A RACGAP1 RANGRF RAP2A RBM12 RBM34 RC3H2 RCOR3 RELN RHOBTB1 RNF38 RNF43 ROBO1 ROCK2 RPA1 RPS6KC1 RRP1B SAC3D1 SCD SEPHS1 SEPTIN2 SEPTIN8 SERPINE2 SLC1A4 SLC25A36 SLC26A2 SLF2 SMARCA4 SMARCC1 SMYD2 SMYD3 SNHG32 SOCS5 SOX4 SP3 SQLE SREBF2 SUCO TACC1 TARBP1 TAX1BP3 TBC1D9 TBCE TBX3 TIA1 TMEM243 TNKS TOMM20 TOR3A TP53 TRIB2 TSN TSPYL4 TUFT1 TULP4 UBAP2 UBAP2L UGGT1 UNC119B UTRN UXS1 VPS45 VWF WFS1 ZBTB38 ZFTA ZNF189 CAIRO_LIVER_DEVELOPMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_LIVER_DEVELOPMENT_DN A2M ABCA7 ABCA8 ABCC6 ACAA2 ACADM ACSL1 ADGRE1 AFM AGT AHSG ALDH1B1 ALDH1L1 ALDH3A2 ALOX5AP AMBP AMY2A ANGPTL3 ANXA1 APOB APOE APOF AQP1 AQP9 ARG1 ASGR2 B3GNT3 BDH1 BHMT BICRAL BRCA1 C1QA C3 C5 C8A C8G C9 CA5A CAMP CBS CCR2 CD302 CD3G CD68 CDH1 CES1 CFH CFP CLDN1 CLPX COL18A1 CPB2 CPQ CPS1 CROT CRP CSAD CTNS CTSH CYBB CYLD CYP27A1 CYP2F1 DCXR DDX27 DHCR24 DHRS7 DPYS EBP ECH1 ELANE ENTPD5 ETFA F10 F11 F12 F2 FAH FGA FGB FGG FKBP11 FMO1 FN1 FRYL GAMT GC GCAT GCDH GJB1 GLDC GM2A GNMT GPLD1 GRIK1 GRIK5 GSN GSTM1 GSTM3 GSTT1 GSTT2 H6PD HAAO HAGH HERC1 HGFAC HLA-DQA1 HLA-E HMGCS1 HMGCS2 HMOX1 HP HPN HSD17B2 IGFBP1 IL1RN ISG20 ITIH1 ITIH2 ITIH3 ITIH4 JAK2 KDELR3 KIF13B KLKB1 KNG1 KNTC1 LBP LCAT LCN2 LCP1 LGALS9 LIPC LPIN2 LRP1 LTF LYST LYZ MAN2A1 MAOB MARCHF5 MATN2 MORC4 MPO MST1 MTARC1 NABP1 NCAPH2 NDRG1 NGLY1 NID1 NRN1 NSDHL OLFM4 OPRM1 ORAI3 OVOL1 PCK2 PCSK7 PCYT2 PDE8A PDIA5 PGLYRP1 PGM1 PHYH PINK1 PIPOX PKN2 PLA1A PLAC8 PLG PON3 PPARA PRG2 PROC PRTN3 PSAP PYGL QPRT RAD52 RBM14 RDH5 RIDA S100A8 S100A9 SAA4 SELENBP1 SEMA4G SERPINA1 SERPINA10 SERPINC1 SERPIND1 SERPINF1 SERPINF2 SERPING1 SLC16A2 SLC27A5 SLC2A4 SLC30A9 SLC37A4 SLC38A3 SLC39A4 SLC44A4 SLC7A7 SMPDL3A SP4 SPAG5 SPP2 SQOR SSTR2 ST6GAL1 STAB2 TAC3 TACC1 TAPBP TENT5A TFR2 TMEM30B TMPRSS2 TNFRSF11A TST TTPA UPK1B VTN ZNF76 CAIRO_LIVER_DEVELOPMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_LIVER_DEVELOPMENT_UP ACKR3 ADGRL1 ADGRL2 AFAP1 AKT3 ARMCX1 ARMCX2 ARPP19 ASB4 B4GALT2 BASP1 BNC1 BYSL CAPN6 CBFB CCN4 CD248 CDH16 CDK14 COL5A2 COLEC12 CPM CRABP2 CSRP2 CST6 CTBP2 CTPS1 CYSLTR1 DLG3 EDNRB EFNB2 EHBP1 EMCN EVL FAM136A FAM174B FGF13 FGFR1 FKBP10 FKBP3 FLRT3 FZD2 GAS1 GDF10 GJA1 GJC1 GOLT1B GPC1 GRWD1 HAND2 HBE1 HBZ HDAC2 HEPH HMGA2 HMGN1 HMGN3 ID3 IFRD1 IGF2BP2 IGFBP5 ITGA8 JUN KCTD15 KIFAP3 KLHL22 LARGE1 LDB2 LPAR4 LRFN4 LRP12 LXN MAK16 MAP4K1 MARCKSL1 MDK MEST MEX3D MFAP2 MGAT5 MORF4L1 MYCN NDN NEO1 NES NNAT NPAS2 NR2F1 OBI1 PAFAH1B3 PCOLCE2 PDGFC PDGFRA PDPN PDZD2 PDZRN3 PFDN4 PFN2 PGK2 PITX2 PKM PLK2 PLOD2 PLS3 PNO1 POGK POLR1E PPIC PRPH2 PRRX2 PTBP2 PTN PTPRS PXDN RAB11FIP3 RARB RBM34 RCN1 RCN2 RECK RHOB RNF138 RPRM RRP8 RWDD1 SATB1 SEMA3A SEMA3D SEPTIN6 SERPINE2 SERPINH1 SH3GL3 SLC12A2 SLC22A3 SLC25A4 SLC39A6 SMARCA1 SMARCA2 SMARCD3 SMYD2 SNN SOCS6 SPATS2 SRM SRSF7 SYNE2 TBCB TBX3 TGFB2 TGIF1 TMEFF1 TMEM184C TMEM47 TMEM50B TRO TRPS1 TSPAN6 TSPYL4 TTC3 TULP4 UCHL3 UTP3 WASF1 WLS WT1 ZNF423 CAIRO_PML_TARGETS_BOUND_BY_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_PML_TARGETS_BOUND_BY_MYC_DN ADM BCAT2 CAV1 CCND1 CDKN1A CDKN1B CDKN2A CDKN2B ERBB2 HSPA1B IRF9 PDGFRB TERT CAIRO_PML_TARGETS_BOUND_BY_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAIRO_PML_TARGETS_BOUND_BY_MYC_UP BAX BCAT1 CAD CCNB1 CCND2 CDC25A CDCA7 CDK4 CUL1 DDX18 DNPH1 EIF2A EIF4E ID2 LDHA NPM1 POLR3D PTMA THBS1 TK1 TP53 YBX1 CALVET_IRINOTECAN_SENSITIVE_VS_RESISTANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CALVET_IRINOTECAN_SENSITIVE_VS_RESISTANT_UP ATM CD40LG FLT1 PTN RFC2 CALVET_IRINOTECAN_SENSITIVE_VS_REVERTED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CALVET_IRINOTECAN_SENSITIVE_VS_REVERTED_DN CDH5 HOXD3 PCNA PTN RHOB CALVET_IRINOTECAN_SENSITIVE_VS_REVERTED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CALVET_IRINOTECAN_SENSITIVE_VS_REVERTED_UP GMFB PGF PURA RAC1 VIM CAMPS_COLON_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAMPS_COLON_CANCER_COPY_NUMBER_DN ACOT1 AHNAK AMER1 AMY2A APOBEC3A APOBEC3B APP ASB12 BCAR3 BTNL8 CES1 CES1P1 CFHR1 CFHR2 CFHR4 CLCC1 CLEC4C DPPA3 EEF1G ELAPOR1 FCGR1A FRMPD2 GDF3 GPSM2 GSTT1 H2AC18 H2AC20 H2AC21 H2BC21 H3-7 H4C14 HEATR4 HERC2P3 HLA-B HLA-C HLA-DRB5 LCE3E LINC02591 LPA MACROD2 MTA2 MTMR8 NANOG NEGR1 NME7 NRXN3 OR2A1 OR2A42 OR2T10 OR2T11 OR2T34 OR4C11 OR4C6 OR4M2 OR4N4 OR4P4 OR4S2 OR51A2 OR51A4 PDXDC1 POTEB PPIAL4A PTPN20 RBFOX1 RHD SLC2A14 TAF13 TEX28 TMEM167B TUT1 WDR47 ZDHHC11 ZDHHC14 ZNF630 CAMPS_COLON_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAMPS_COLON_CANCER_COPY_NUMBER_UP ALYREF ANAPC11 ANKRD10 APC2 BOP1 BRSK2 C1orf220 C4orf36 CANT1 CARD9 CASKIN1 CCDC103 CCDC144BP CCNYL1 CERS1 CSDE1 DACH1 DAZAP1 DIRAS1 DNASE1 DOK6 DUSP1 EFTUD2 EIF1 FBXO3 FLII FSTL3 GAST GATA4 GDF1 GPALPP1 GPSM1 HAP1 HJV KAZN KRT13 KRT15 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 LCN10 LCN15 LCN6 LCN8 LINC02076 LLGL1 MAFG MAFK MAGEA1 MAPKAPK5 MIEF2 MPRIP MSI2 MYO15A NDUFA4 NEUROG2 NOTCH1 NOTUM NPB NRAS OR5T1 OR5T3 OR8H1 OSBPL11 P4HB PANK4 PAX9 PCYT2 PEX5L PRKN PTPRD PYCR1 RASD1 RPS15 RXRA SHMT1 SIRT7 SMCR8 TMEM51-AS1 TOP1 TOP3A TRAF7 UPF1 USP32P2 XPNPEP1 YY1AP1 ZDHHC8 CARDOSO_RESPONSE_TO_GAMMA_RADIATION_AND_3AB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARDOSO_RESPONSE_TO_GAMMA_RADIATION_AND_3AB ALYREF ANXA3 ARHGAP17 BNIP2 COLQ CSNK1A1 DDX3Y DENND4C DPAGT1 FEN1 GSTT2 MED31 MPG TWF2 CARD_MIR302A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARD_MIR302A_TARGETS ARID4A ARID4B ASAP1 CCND1 CCND2 CCNG2 CDC37L1 CDK2 CDK6 CLOCK CNOT7 DDX5 DLL1 DNMT1 E2F1 E2F5 EFNB3 EIF4G2 EPC2 EPHA4 FBXO21 FOXG1 FOXJ2 FOXJ3 HLF IKZF2 JAZF1 JUNB KAT6A KLF9 KPNA2 LIMK1 MAP1B MBD2 MNT MYT1 NANOS1 NEUROD1 NEUROG2 NR2F2 PFN2 PHTF2 PPP6C RAB5C RARB RB1 RB1CC1 RBBP4 RBBP6 RBBP7 RBL2 RIC8B RNF6 RORB SASH1 SLITRK3 SMAD7 SOX11 SRSF2 STAT3 STC1 TARDBP TGFBR2 TNFSF11 TSHZ3 TWIST1 VEGFA VLDLR WEE1 WNT9B YES1 ZDHHC9 ZFHX4 ZFPM2 ZHX2 ZNF367 ZNF385A CARRILLOREIXACH_14Q32OVEREXPRESSION_IN_HEPATOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_14Q32OVEREXPRESSION_IN_HEPATOBLASTOMA DLK1 MEG3 MEG8 MEG9 MIR1185-1 MIR127 MIR134 MIR136 MIR154 MIR2392 MIR299 MIR323A MIR323B MIR337 MIR369 MIR370 MIR376A1 MIR376C MIR377 MIR379 MIR381 MIR382 MIR409 MIR431 MIR433 MIR487A MIR493 MIR494 MIR495 MIR539 MIR541 MIR543 MIR544A RTL1 SNORD113-1 SNORD113-2 SNORD113-5 SNORD113-7 SNORD114-14 SNORD114-17 SNORD114-18 SNORD114-20 SNORD114-21 SNORD114-7 CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_DN A1BG A2MP1 AADAT ABAT ABCA13 ABCA6 ABCA9 ABCB11 ABCC11 ABCC3 ABCG2 ABHD14B ABHD2 ABHD5 ABLIM3 ABTB2 ACAA1 ACAA2 ACACB ACAD11 ACADL ACADM ACADS ACAT1 ACBD4 ACMSD ACO1 ACOT12 ACOT13 ACOT4 ACOT6 ACOX1 ACOX2 ACSL1 ACSM3 ACSM5 ACTBP9 ACTR3C ACY1 ACY3 ADAMTS13 ADAMTSL4 ADAMTSL4-AS1 ADCY10 ADH1C ADH4 ADH7 ADHFE1 ADI1 ADK ADRA1A ADRA1B ADRB2 ADSS1 AFF3 AGAP1-IT1 AGL AGPAT2 AGXT AGXT2 AIFM1 AIG1 AK3P5 AKAP7 AKR1A1 AKR1C4 AKR1C5P AKR1C6P AKR1D1 AKR7A3 AKR7L ALAS1 ALDH1B1 ALDH2 ALDH5A1 ALDH6A1 ALDH7A1 ALDH7A1P1 ALDH8A1 ALDOB ALKAL1 ALPL AMDHD1 ANG ANGPTL4 ANGPTL6 ANKRD18DP ANKRD24 ANO5 ANXA10 APBA1 APBB1IP APOA5 APOC1P1 APOC3 APOC4-APOC2 APOF APOL1 APOL2 APOL6 AQP3 AQP4 AQP4-AS1 AQP7 AQP7P1 AQP7P2 AR ARAP2 ARHGEF26 ARHGEF26-AS1 ARHGEF5 ARID3C ARK2C ARL14 ARL5B ARMH1 ARRDC4 ASL ASNSP3 ASPA ASPDH ASPG ASS1 ASS1P1 ASS1P11 ASS1P9 ATF5 ATG2A ATOH8 ATP13A3-DT ATP13A4 ATP5F1AP3 AUTS2 AVPI1 AVPR1A AZGP1 AZGP1P1 AZGP1P2 BACH2 BANF1P2 BBOX1 BCHE BCKDHA BCKDHB BCL2L10 BCL3 BCO2 BDH2 BLNK BLVRB BMERB1 BMP10 BMPER BTBD16 BTD C11orf54 C11orf65 C11orf71 C14orf180 C17orf67 C1R C1RL C1S C2 C21orf91 C3 C3P1 C4A C4A-AS1 C4B C4BPAP1 C4orf19 C4orf33 C4orf36 C6 C6orf141 C8A C8B C8G C9 CA2 CACNB2 CADM2 CALR4P CAMK2B CAPN5 CAPZA3 CAT CATSPERG CBLC CBR1 CBR4 CBS CCDC158 CCDC196 CCDC38 CCDC71L CCND2P1 CCNG1P1 CCPG1 CD14 CD244 CDA CDC37L1 CDNF CECR2 CELSR1P1 CES1 CES1P2 CES2 CES3 CES4A CETP CFAP68 CFHR3 CFHR4 CFHR5 CFI CFL2 CFP CFTR CHAC2 CHCHD10 CHP1 CHRM5 CHRNA10 CHRNE CHST4 CHST7 CHST9 CIMAP1B CIMAP2 CITED4 CLDN10 CLEC1B CLEC4G CLEC4M CLRN1-AS1 CLRN3 CLTRN CLYBL CMBL CMYA5 CNDP1 CNTFR CNTN3 COBL COL25A1 COL28A1 COL6A6 COLEC10 COQ3 COQ9 COX6A2 COX6B1P4 COX6CP16 COX7B CP CPEB3 CPNE8 CPT2 CR1L CRADD CRAT CRCP CREM CRHBP CRP CRPP1 CRPPA CRYBB3 CRYL1 CSRNP1 CTBS CTH CTNNA3 CTPS1 CUX2 CXCL14 CXCL2 CXCL6 CXCR1 CYB5A CYP11A1 CYP1A1 CYP1A2 CYP21A1P CYP21A2 CYP26A1 CYP2A13 CYP2A6 CYP2A7 CYP2A7P1 CYP2B6 CYP2B7P CYP2C18 CYP2C19 CYP2C58P CYP2C8 CYP2D6 CYP2D8P CYP2G1P CYP39A1 CYP3A4 CYP3A43 CYP4A11 CYP4A22 CYP4F11 CYP4F2 CYP4F22 CYP4V2 CYP4Z1 CYP8B1 DAO DBH DBH-AS1 DCPS DCXR DDAH1 DDT DDX19B DECR1 DEFB1 DENND2C DEPDC7 DERA DGCR6L DHODH DHRS1 DHRS12 DHRS3 DHRS4 DHTKD1 DIO1 DIPK1A DIRAS3 DLG2 DMGDH DMRTA1 DNAH5 DNAJB3 DNAJC25 DNALI1 DPF3 DPPA2P4 DPYD-AS1 DPYS DSG1 DTX1 DUSP23 DUSP5 DYNLT5 ECHDC2 ECHDC3 ECHS1 ECI1 ECM1 EEIG1 EHHADH EIF4EBP3 ELMO3 ELOVL6 ENDOG ENO1P3 ENO3 ENPEP ENPP7 ENTPD8 EPHA2 EPHX2 ERN1 ESR1 ESRRA ETFBKMT ETFDH ETFRF1 ETHE1 ETNPPL ETS2 EXPH5 EYS F11 F11-AS1 F2RL1 F9 FAAH FADS6 FAH FAHD2A FAM110C FAM149A FAM151A FAM180A FAM20A FAM221A FAM238A FAM50B FAM83A-AS1 FAM83F FAM83G FAM99A FAM99B FAM9B FBP1 FBXO8 FBXW11P1 FCAMR FCGR2B FCN2 FCN3 FDPSP3 FDX1 FETUB FFAR2 FGF14-AS2 FGF14-IT1 FGF23 FGFR2 FGGY FITM1 FMO3 FMO4 FNDC4 FNDC5 FNIP2 FOLH1 FOLH1B FTCDNL1 FUOM FXYD1 G0S2 GABARAPL1 GABRB3 GADD45G GAPDHP14 GAREM1 GASK1A GBA3 GBE1 GBP1 GBP7 GCDH GCGR GCH1 GCHFR GCKR GCLC GCLM GCNT1P3 GCSH GCSHP5 GDA GDPGP1 GFOD1 GFOD2 GFRA1 GGACT GHR GJB3 GJC3 GLOD5 GLRX GLRX2 GLS2 GLT1D1 GLYAT GLYATL1 GLYATL3 GLYCTK GNAO1 GNE GNMT GNPNAT1 GOLGA6A GOLGA6B GOLT1A GOT1 GOT2 GPAT3 GPD1 GPLD1 GPR157 GPR158 GPR17 GPR182 GPR88 GPT GRAMD1C GRAMD4 GREM2 GRHL1 GRHPR GRIA3 GRIN2B GRM8 GSTA1 GSTA2 GSTA5 GSTA7P GSTO1 GSTZ1 GUCA2B GYS2 H19 HAAO HABP2 HADH HAGH HAL HAMP HAND2 HAND2-AS1 HAO1 HAO2 HAO2-IT1 HERC5 HGFAC HHIP HIBADH HIGD1A HINT2 HISLA HJV HK3 HM13-AS1 HMCES HMGB1P27 HMGB1P8 HMGCL HMGN5 HNRNPA1P22 HNRNPA1P9 HOGA1 HOMER2 HORMAD2 HP HPD HPGD HPS5 HPX HRG HS1BP3-IT1 HSBP1L1 HSD11B1 HSD17B10 HSD17B13 HSD17B14 HSD17B6 HSD17B8 HSD3B2 HSD3B7 HSD3BP2 HTATIP2 HTR2A-AS1 ID1 ID2 IDNK IDO2 IER2 IFITM10 IFITM3 IGF1 IGFALS IL13RA2 IL15RA IL17RC IL18R1 IL1RAP IL1RAPL2 IL1RL2 IL1RN IL27 IL32 IL4R INHBB INHBC INHBE INPP1 INS-IGF2 INSIG1 IRF1 IRF7 IRF8 ISOC1 ISOC2 ITIH4 ITIH4-AS1 ITLN1 IVD IYD KATNAL2 KCND3 KCNH7 KCNJ3 KCNK1 KCTD14 KDM8 KHK KIAA1217 KIAA1671 KIF19 KLHL15 KLHL2 KLKB1 KMO KNDC1 KPNA7 KRT16P1 KRT16P2 KRT16P3 KRT18P11 KRT18P34 KRT7 KRT8P3 KYNU L3MBTL4 LACTB2 LARP1B LBP LCAT LDHD LGSN LHPP LIMS2 LINC-PINT LINC00240 LINC00311 LINC00313 LINC00365 LINC00399 LINC00605 LINC00659 LINC00844 LINC00857 LINC00885 LINC01018 LINC01093 LINC01151 LINC01620 LINGO4 LIPG LITATS1 LNX2 LONP2 LONRF2 LONRF3 LPA LPAL2 LPIN2 LRAT LRCOL1 LRG1 LRRC3 LRRC3-DT LRRC37A7P LRRC55 LSMEM1 LURAP1L LYPD2 LYRM1 LYSMD2 LYSMD3 LYVE1 MAB21L2 MACC1 MACO1 MACROD1 MAFK MAJIN MANCR MAOB MAP10 MAP1LC3A MAP2K3 MAP3K14 MAP3K14-AS1 MAP7 MAPRE3 MARCO MASP2 MAT1A MBL1P MBL2 MBNL2 MCC MCCC1 MCEE MCRIP2 MEI4 MEIOB MFAP3L MFSD2A MGLL MGST1 MIA2 MIDEAS MIP MIR146B MIR3682 MIR378A MIR4686 MIR5581 MLPH MLYCD MMAA MMACHC MMUT MOCOS MOCS1 MOGAT1 MOGAT2 MPC1 MPPED1 MRO MROH2A MROH7 MRPL41 MRPS36P4 MS4A4E MSRA MSRB1 MT1CP MT1DP MT1E MT1F MT1G MT1H MT1JP MT1L MT1M MT1X MT2A MT2P1 MTARC2 MTATP8P1 MTCP1 MTHFD1 MTHFD2L MTHFS MTND1P14 MTND2P12 MTND4P12 MTND4P19 MTND5P11 MTND6P4 MUC3A MUC6 MYH4 MYO16 MYOM1 MYOM2 N4BP2L1 NAAA NAMPT NAT2 NAT8 NAV2 NBPF20 NDRG2 NDST3 NDUFA6-DT NDUFAF1 NDUFAF4 NDUFV2P1 NEBL NECAB2 NFIA NFIL3 NFKBIB NFKBIZ NHERF2 NHLRC1 NIPAL1 NIT2 NKAPL NKIRAS1 NKX3-1 NLGN4X NLRP6 NLRP9P1 NMRK1 NNMT NNT NOCT NOL4 NPAS1 NPM1P25 NPM1P29 NPTX2 NQO2 NR0B2 NR1I2 NR1I3 NRAP NRBF2 NRBP2 NRG1 NRG4 NSUN6 NTN1 NTS NUDT10 NUDT12 NUDT13 NUDT16L2P NUDT7 NUGGC NXF3 OAF OASL OCIAD2 OGDHL OIT3 OPLAH OR10J6P ORM2 OSGIN1 OTC OXNAD1 OXT P2RX3 PALM3 PALS2 PAMR1 PAOX PAPSS2 PCA3 PCCA PCCA-AS1 PCCB PCDH9-AS2 PCK1 PCK2 PDIA5 PEMT PEX11A PEX11G PFKFB1 PGLYRP2 PGM1 PGM2 PGRMC1 PHETA1 PHLDA1 PHYH PHYHD1 PI4K2B PIGR PIGV PIK3AP1 PIK3C2G PIM3 PINK1 PIPOX PLA1A PLAAT3 PLAAT4 PLAC8 PLCXD2 PLEKHF1 PLGLA PLGLB1 PLGLB2 PLIN2 PLIN4 PLIN5 PLPP3 PLPP6 PMCHL2 PMEL PNPLA7 PNPO PNRC1 POLD4 PON1 PON3 PPARGC1A PPARGC1B PPIEL PPIF PPL PPP1R1A PPP1R3B PRADC1 PRAM1 PRG2 PRG4 PRKAG2 PRKAG2-AS1 PROSER2-AS1 PROZ PRR18 PRR22 PRRG2 PRRG4 PRSS53 PRSS8 PSD4 PSMB8 PSMD10P2 PTER PTGFR PTGR1 PTH1R PTPN3 PTS PVALB PWWP3B PXDC1 PXMP2 PZP QDPR RAB17 RAB20 RAB26 RAB27A RAB5IF RARRES2 RASGEF1B RASL11A RASSF7 RBBP4P1 RBKS RBM46 RBM47 RBMXL1 RBP5 RBPMS2 RCAN1 RCC2P7 RCL1 RDH16 RDH5 REEP6 REPS2 RETREG1 RETSAT RFPL1 RGN RGPD2 RGPD3 RGS9 RHOB RHOD RIC3 RIDA RILP RIPK4 RIPOR3 RMDN2 RN7SKP296 RN7SL344P RN7SL48P RNA5SP37 RNA5SP46 RNASE4 RND1 RND3 RNF125 RNF152 RNFT1 RNLS RNU1-47P RNU2-28P RNU5A-6P RNU6-339P RNU6-570P RNU6-733P RNU6-796P RNU6-863P RNU6ATAC18P RNU7-124P ROPN1B ROS1 RPL17P11 RPL17P50 RPL21P23 RPL3P6 RPL7P60 RPS4XP5 RPS6KA6 RPS6P16 RRAS2 RSPO3 RTL4 RTL5 RTP3 RUNDC3B S1PR2 SAA1 SAA2 SAA4 SAMD5 SAR1B SARDH SATB1 SAXO4 SCN9A SCNN1A SCP2 SDC4 SDC4P SDHB SDHD SDR42E1 SDS SDSL SEC14L2 SEC14L3 SEC14L4 SEMA6D SERBP1P6 SERPINB8 SERPINB9 SERPINE3 SERPING1 SERTAD1 SERTM2 SETP17 SFRP5 SFTPD SGK2 SGMS2 SH3RF1 SHB SHBG SHFL SHMT1 SIAE SIGIRR SIGLEC11 SIRT5 SKAP1 SLAIN1 SLC10A1 SLC16A2 SLC1A1 SLC20A1 SLC22A1 SLC22A10 SLC22A18 SLC22A2 SLC22A7 SLC25A16 SLC25A18 SLC25A20 SLC25A4 SLC25A45 SLC25A47 SLC27A2 SLC27A5 SLC28A1 SLC2A10 SLC30A4 SLC31A1 SLC35C1 SLC35D1 SLC37A4 SLC38A4 SLC3A1 SLC41A2 SLC43A3 SLC45A3 SLC46A3 SLC4A4 SLC51A SLC5A1 SLC5A7 SLC66A2 SLC6A16 SLC7A2 SLC9B2 SLCO1A2 SLCO1B3 SLCO1B7 SLFNL1 SLITRK3 SLPI SMCO4 SMIM14 SMIM2-AS1 SMPD1 SMTNL1 SMUG1P1 SNIP1 SOCS2 SOCS2-AS1 SOCS6 SOD1 SORCS2 SPAG1 SPATA1 SPATA2L SPATA32 SPATA41 SPATA6L SPDYC SPR SPRYD4 SPTBN2 SPTBN4 SQOR SRD5A1 ST3GAL6 ST3GAL6-AS1 STAB2 STAP2 STARD5 STEAP3 STEAP3-AS1 STEAP4 STIMATE STX1B SUCLG2 SUCLG2P2 SULT1A1 SULT1A2 SULT2A1 SYBU SYDE2 SYT10 SYT12 SYT17 SYT7 SYTL4 TAF7L TAPBPL TAT TBX15 TBXA2R TCP10L TDO2 TDRD15 TENM1 TENT5A TERB2 TEX26 TEX30 TFR2 TGM2 THEM5 THRSP TIFA TIGD2 TJP2 TLR3 TM6SF2 TMEM132D TMEM171 TMEM176A TMEM176B TMEM184A TMEM192 TMEM205 TMEM220 TMEM26 TMEM45A TMEM53 TMEM82 TMEM92 TMOD1 TMPRSS2 TMT1B TNFSF14 TNXA TP53TG1 TPD52L1 TPMT TPPP2 TPRG1 TPRG1-AS1 TPST1 TPST2 TPT1P12 TRAM2-AS1 TREH TRIB1 TRIB3 TRIM15 TRIM21 TRIM35 TRIM55 TRPC5 TRPM8 TRPV4 TRPV6 TSC22D2 TSKU TSLP TSPAN1 TSPYL5 TST TSTD1 TTC22 TTC36 TTC39C TTLL2 TTPAL TTR TUBE1 TUSC1 UAP1 UBALD1 UBE2FP1 UBE2L6 UBXN10 UGP2 UGT1A2P UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2B10 UGT2B15 UGT2B7 UPB1 UPP1 UQCRQ URGCP UROC1 USP12 USP2 USP30-AS1 USP38 USP43 VIPR1 VIPR1-AS1 VKORC1 VNN1 VNN3P VXN WDR72 WNT11 XAF1 XBP1 XDH XRCC6P1 YPEL2 ZBTB43 ZC2HC1C ZC3H12A ZCCHC2 ZCCHC24 ZCWPW1 ZDHHC19 ZFYVE28 ZG16 ZMYND12 ZMYND15 ZNF367 ZNF503-AS1 ZNF684 ZNRF2 ZSWIM6 ZYG11A CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_HYPERMETHYLATED_AND_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_HYPERMETHYLATED_AND_DN A1BG ACSL1 ADAMTSL3 AKR7A3 AKR7L CLYBL CTPS1 CYP1A1 CYP7B1 EDNRB ESRP2 HAL HJV MT1L PEMT PER3 PLEK2 RHOD SLC43A3 TBX15 TSPYL5 CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_HYPOMETHYLATED_AND_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_HYPOMETHYLATED_AND_UP ACSL4 ADAM9 ANGPT1 ANTXR1 ANXA1 ARID3A ASAP2 AXIN2 B3GALT2 BAMBI BCAM BCAT1 BCL9 BLMH BMP4 CACNB4 CCL18 CD34 CDH11 CDH13 CDK1 CDK4 CDK6 CDKN3 CHD3 CHST11 CKAP2L CLIC1 COL12A1 COL15A1 COL1A1 COL1A2 COL2A1 COL4A1 COL4A2 COL6A3 CPA6 CREB3L2 DEPDC1 DHX9 DLGAP5 DNMT3A DPEP1 DTL DYNC1H1 EDIL3 ESM1 F13A1 FAP FBLN1 FMNL2 FOXM1 GAS2L3 GLS GNA12 GRAMD1A GREB1 GRK3 HIP1 HK2 HMGB2 HNRNPA3 HSPG2 HTR1D HUNK IGF2BP1 IGF2BP2 IGSF1 ILF3 INPP5D ITGA2 ITGA8 KCNU1 KIF18A KIT LAMA4 LAMB1 LAMC1 LGR5 MAP1B MAP4K4 MCTP1 MGAT5 MGP MME MMP16 MS4A2 MTBP MYO1D MYO5A NCAPD2 NCAPG NCAPH NKD1 NOTCH3 NPM1 NRP2 NT5DC2 NUAK1 NUP93 ODAM OLFML2B OLR1 PARPBP PDGFRB PHYHIPL PIEZO2 PLCG1 PLD3 PLXNC1 PRC1 PRKAA2 PRKDC PTK7 PTPN14 R3HDM1 RACGAP1 RAP2A RASGRF2 RERE RHOBTB1 RNASE1 ROBO1 RPL8 RPS12 RPS3A RRM2 SEMA3C SGO1 SLC1A5 SLC38A11 SLC7A11 SLC7A6 SLIT3 SMARCC1 SMOC2 SNTG1 SPP1 SPRY1 STC1 STK39 SULF1 TACC1 TBX3 TCF4 TGFB2 THBS2 TMC7 TNC TNFRSF19 TRIB2 TRIM71 TRPS1 TSPAN13 TXNIP UACA UGGT1 VCAN VWF ZC3HAV1L ZNRF3 ZSWIM5 CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_HEPATOBLASTOMA_VS_NORMAL_UP AACS ABCB9 ABCC5 ABRAXAS1 ACAN ACBD7 ACLY ADAM32 ADAM9 ADAMTS18 ADAMTS6 ADCY6 ADRA2C AFAP1L1 AIF1L AJAP1 AK8 AKR1B1 ALOX12B ALOX15B AMPD3 ANAPC1 ANKRD27 ANKRD52 ANKRD65 AP2B1 AP3M2 APBA2 APLN ARHGEF11 ARHGEF2 ARHGEF3 ARID3A ARL6IP6 ARMC9 ASAP1 ASAP2 ASCL2 ASCL5 ASIC1 ASIC2 ATN1 ATP10A ATP10D ATP13A2 ATP1A4 ATP6V0D2 ATP6V0E2-AS1 ATP6V1B1 ATP8B2 AXIN2 B3GALNT1 B3GALT1 B3GNT5 B3GNT8 BCAM BCAS4 BCAT1 BCL11A BCYRN1 BEND5 BFSP1 BICD1 BIK BIRC7 BLM BLMH BMF BMP4 BOLA3-DT BORA BSG BTN2A3P BUB1 C12orf75 C15orf39 C18orf54 C4orf46 C5orf34 C6orf58 CA5B CA8 CACNA1B CACNA1I CACNA1S CACNA2D3 CACNB4 CALM3 CALU CAPN11 CARM1P1 CASC15 CASKIN1 CBX1 CBX2 CBX5 CBX6 CCDC102A CCDC102B CCDC85A CCDC88A CCDC88C CCN3 CCND2 CCNF CCNI2 CCR6 CCT3 CD34 CDCA4 CDCA7 CDH13 CDH24 CDK4 CDK5R1 CDK6 CDKN2A CDKN2B-AS1 CDX1 CELSR3 CENPE CENPF CENPI CENPL CENPQ CEP152 CEP250 CEP55 CEP68 CFAP300 CHD3 CHGB CHIT1 CHRFAM7A CHRNA1 CHST10 CHST6 CIP2A CIZ1 CKAP2 CKAP4 CLDN11 CLIC1 CLIP2 CLSTN1 CLUL1 CNMD COL15A1 COL1A2 COL4A1 COL4A2 COL7A1 COL9A3 COLEC12 COMP COPG2 CORIN CPA5 CPA6 CPD CPLX2 CPNE1 CREB3L2 CREG2 CRNDE CROCCP3 CRTAP CSE1L CSN2 CST2 CTHRC1 CTNNA2 CTNNB1 CTSC CTSV CUEDC1 CUL7 DBN1 DCAF7 DDAH2 DDX11-AS1 DGKD DGKI DHX57 DIO2 DIPK2B DISC1 DKK1 DLG3 DLG5 DLK1 DLL4 DLX2 DLX3 DLX4 DLX5 DLX6 DLX6-AS1 DNAJC18 DNM1P46 DNM1P47 DNM3 DNMT3A DNMT3B DOCK3 DOK1 DPF1 DPY19L2P2 DQX1 DRP2 DSC3 DUSP26 DVL2 DYNC1H1 DYNC1I1 E2F7 EBF2 ECT2 EDARADD EDN3 EEF1A1 EEF2 EFNA3 EFNA4 EFR3B EHMT2 EID2B EIF3E EIF3L EIF4B ELAPOR1 ELK3 ELOVL4 ELP1 EMC3-AS1 EML6 ENAH ENSG00000187951 ENTPD1 ENTREP3 EPB41L2 EPCAM EPHA4 EPHB2 EPHX4 ERCC6L ERP27 ERVMER34-1 ESM1 EXTL1 EXTL3 FABP5 FAM117B FAM182B FAM217B FAM3B FAM72A FAM83D FANCB FANCE FDCSP FER1L4 FER1L6 FERMT1 FGD1 FGF13-AS1 FGF20 FIRRM FKBP10 FLVCR1 FMNL2 FMNL3 FOXF2 FOXJ1 FOXL1 FOXO3B FOXS1 FRAS1 FRMD3 FRMPD2 FRRS1L FSD1L FUT2 G6PD GABRD GADL1 GAREM2 GAS2L3 GAS5 GASK1B GBX2 GDF11 GDPD1 GDPD2 GJB6 GLG1 GLS GNA12 GNAL GNAS GNG4 GPC2 GPC3 GPD1L GPR161 GPX7 GRAMD1A GREB1 GRIK4 GSDME GSN GXYLT2 H2AC25 H4C8 HAS2-AS1 HASPIN HCAR1 HDAC11 HDAC2 HDAC7 HEATR1 HES2 HFM1 HIF1AN HIP1 HMGA2 HMGB2 HNRNPA1 HNRNPA3 HOXA-AS2 HOXA3 HOXC4 HSDL1 HSF2 HSP90AA1 HSP90AB1 HSPA12B HSPG2 HTR1D HTR1F IFT52 IFT56 IGDCC3 IGDCC4 IGF2BP2 IGHV7-81 IGHVII-78-1 IL31RA ILF2 ILF3 IMPDH2 INCENP INKA2 INKA2-AS1 INPP5D INPP5J INSYN1 IPO9 IRAK1BP1 IRX5 ISM2 ITGA2 ITGA6 ITGAE ITM2C IVNS1ABP JAG2 JARID2 JCAD JRK KAZALD1 KCNE3 KCNH6 KCNJ5 KCNN3 KCP KCTD7 KDM5B KIAA1549 KIF15 KIF18A KIF2A KIF3A KIF4A KIF7 KIT KLHL30 KLHL38 KRBA1 KSR1 LAMA3 LAMA4 LAMB1 LAMB4 LAMC1 LAPTM4B LDB1 LEF1 LEF1-AS1 LFNG LIMK1 LIN9 LINC00205 LINC00327 LINC00511 LINC01011 LINC01091 LINC02210 LINC02875 LINGO1 LIX1 LLGL1 LMNB2 LMX1B LOXL1-AS1 LOXL3 LPCAT1 LPCAT4 LRP4 LRP8 LRRC37A17P LUZP2 LY6H LYZ LZTS2 MAGED1 MAGED2 MAGEE1 MAMSTR MAP1B MAP4K4 MAPK13 MARCKSL1 MATN3 MCM6 MCM8 MCTP1 MDFI MDK MEAK7 MECOM MEG3 MEG9 MFAP2 MFGE8 MGAT3 MGAT5 MILIP MIMT1 MINAR1 MIR493HG MIR559 MIR656 MIR770 MIS18BP1 MIXL1 MMP11 MMS22L MNX1 MPZL1 MSH2 MSX1 MTA3 MTBP MTCL2 MTCL3 MTFR2 MTMR2 MTR MTX1LP MVB12B MYCN MYH10 MYLK-AS1 MYO1D MYOZ3 MZT1 N4BP3 NAP1L1 NAT8L NBEAP2 NCAPD2 NCSTN NDN NDRG1 NDRG3 NDRG4 NECTIN1 NES NETO2 NKAIN4 NKD1 NOS2 NOTCH3 NOX4 NPM1 NPNT NPTX1 NPTXR NRBP1 NRP2 NRXN3 NSMAF NT5DC2 NTM NUAK1 NUDT4 NUP93 NXPH3 ODAM OLFML2A OLFML2B OLIG3 OLR1 OR51E1 OSBPL3 OSBPL7 OXCT1 OXCT1-AS1 P4HA2 PABPC1 PACC1 PAPSS1 PAQR8 PARD3B PARPBP PART1 PARVB PASK PAX2 PBXIP1 PCDHGA1 PCDHGB2 PCSK5 PCYOX1L PDE4C PDE7A PDGFA PDGFRB PDZD7 PEA15 PEG3 PFAS PFKFB4 PFKM PFN4 PGAP1 PGAP4 PIAS3 PIK3C2B PIK3R2 PIP5K1B PKM PKN1 PKP1 PLAG1 PLCG1 PLD3 PLVAP PLXNA1 PLXNC1 PLXND1 PNMA1 PNMA8A PODXL POU2AF3 PPP1R14C PPT1 PRC1 PRDM16 PRDM16-DT PRKCQ PRKDC PRKG1-AS1 PRND PROCA1 PRR11 PRRG3 PRTG PRUNE1 PTGES3L PTK2 PTK7 PTP4A3 PTPDC1 PTPN14 PTPN5 PTPRG PYGB QPCT R3HDM1 RAB34 RAB39B RACGAP1 RACK1 RAD21 RAMP2-AS1 RAN RASAL2 RASAL2-AS1 RASD2 RASGRF1 RASL11B RASL12 RAVER2 RBL1 RBM20 RBP7 RCN2 RCOR2 REEP2 REEP4 RERE RFX3 RFX6 RFX7 RHBDL3 RHNO1 RHOBTB1 RHOBTB2 RHPN1 RHPN1-AS1 RIBC2 RIMKLA RNASE1 RNASEH2B-AS1 RNF144A RNF157 RNF182 RNF24 RNFT2 ROBO1 RPA1 RPGRIP1L RPL10 RPL10A RPL12 RPL13 RPL13A RPL18A RPL19 RPL23 RPL23A RPL23AP7 RPL27 RPL28 RPL3 RPL31 RPL35A RPL37A RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPS11 RPS12 RPS18 RPS19 RPS2 RPS20 RPS23 RPS27 RPS27A RPS3 RPS3A RPS3AP46 RPS4X RPS5 RPS6 RPS7 RPS8 RPSA RPSAP52 RTKN2 RTL1 SACS SALL2 SAMD13 SANBR SCAMP5 SCG2 SCIN SCN5A SDK1 SELENON SEMA3G SEMA4F SEPTIN2 SEPTIN3 SEPTIN8 SERPINE2 SERPINI1 SFTA1P SGO2 SH3BP1 SH3PXD2B SH3RF3 SHCBP1 SHROOM4 SINHCAF SIX1 SIX2 SIX4 SLC1A3 SLC1A5 SLC25A35 SLC25A36 SLC26A2 SLC26A6 SLC30A3 SLC38A5 SLC39A10 SLC45A4 SLC4A8 SLC6A4 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A10 SLC7A11 SLC7A6 SMARCA4 SMARCC1 SMC2 SMTNL2 SMYD2 SMYD3 SNHG32 SNORD113-3 SNORD113-4 SNORD114-1 SNORD114-10 SNORD114-13 SNORD114-28 SNORD114-3 SNRNP200 SORT1 SP6 SPACA9 SPAG6 SPATS2 SPDL1 SPINDOC SPOCK1 SQLE SRARP SRC SRRM3 STC2 STEAP1B STK39 STMN1 STOX1 STRA6 STXBP1 STXBP4 SUPT3H SUSD1 SV2A SYN3 SYT11 SYT15 TACC1 TAF6 TARBP1 TBC1D16 TBKBP1 TBX2 TBX4 TCF3 TCTN2 TEAD2 TET1 TFAP2E TGFB2 THBS4 TIA1 TICRR TIGD1 TLCD5 TM4SF19-AS1 TMC2 TMC7 TMCC1-DT TMED3 TMEM132A TMEM178B TMEM182 TMEM237 TMEM52B TMEM67 TMEM94 TMEM98 TMSB15A TNFRSF19 TNFRSF4 TNFSF4 TOMM20 TOR3A TP53BP1 TP53I3 TPR TRAIP TRIB2 TRIM16 TRIM17 TRIM24 TRIM28 TRIM46 TRIM59 TRIM65 TRIM71 TRIP13 TRPC1 TRPC6 TSPAN18 TSPAN5 TSPY26P TTLL1 TTYH3 TUBA1B UACA UBAP2L UBE2Q2 UGGT1 UNC119B USP21 USP22 USP46 USP51 UTRN UXS1 VASH2 VAT1 VAX2 VCAN VIM WDHD1 WDR35 WDR76 WFS1 WNT6 XXYLT1 YEATS2 YWHAZP4 ZBTB12 ZBTB40 ZC3HAV1L ZCCHC12 ZDHHC20 ZFP37 ZFP69B ZIM2 ZMYM3 ZNF107 ZNF14 ZNF273 ZNF280A ZNF286A-TBC1D26 ZNF286B ZNF287 ZNF385A ZNF385C ZNF391 ZNF431 ZNF519 ZNF572 ZNF607 ZNF610 ZNF66 ZNF660 ZNF695 ZNF70 ZNF703 ZNF704 ZNF711 ZNF714 ZNF730 ZNF738 ZNF74 ZNF775 ZNF781 ZNF788P ZNF792 ZNF853 ZNF883 CARRILLOREIXACH_MRS3_VS_LOWER_RISK_HEPATOBLASTOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_MRS3_VS_LOWER_RISK_HEPATOBLASTOMA_DN ABI3BP ACER3 ADAMTS1 ADAMTS9-AS2 AEBP1 AKT3 ANK3 ANTXR1 ANXA1 ARHGAP10 ARHGEF10 ARHGEF6 ARID5B ARMCX1 ASAH1 AXL BCL2 BHLHE41 CCDC71L CCL2 CCN1 CD200 CD9 CH25H CLEC2B CLIC4 CRYBG3 CSGALNACT2 CTSK CTTNBP2NL CYBRD1 CYRIA DCN DDR2 DMD DNM3OS DPT EDNRA EEIG2 EGR3 EMP1 EPB41L2 EPHA3 ETS1 FAP FAR1 FCGR2A FCGR2C FGF7 FILIP1L FPR3 GEM GGTA1 GLIPR1 GLT8D2 GNB4 GPNMB GPRIN3 HACD4 HECA HLA-DPA1 HSPB8 IFI16 IQGAP1 ITPRIP JAM3 JHY JUNB KCNE4 KCTD12 LBH LGALS3 LHFPL6 LINC00924 LRCH2 LTBP1 LUM MAMDC2 MAML2 MAP3K5 MB21D2 MBOAT1 MEF2C MFAP4 MGP MIR23AHG MITF MOB3B MS4A4A MSC-AS1 MSR1 MSRB3 MYO5A MYOCD NEXN NFASC NIBAN1 NR4A3 ODF2L OMD OSBPL1A OSBPL8 OSTF1 P3H2 PAG1 PCDH7 PCDHGB7 PDCD1LG2 PDE3A PDE4B PDGFRA PLA2R1 PLXDC2 PMP22 PPP1R12A PRDM1 PRELP PRKACB PRKG1 PTGS2 PTPN13 RAB31 RARB RASSF2 RBMS3 RERG RFTN1 RGL1 RGS2 RGS4 RHOQ RHOQP3 RNF150 RRAS RSU1 SAMD9 SAMD9L SEL1L3 SEPTIN7 SETBP1 SGCD SH3BGRL SH3RF1 SLC24A3 SLC25A24 SLC9A9 SLIT2 SMIM10 SPIRE1 SSBP2 STK17B STK38L SWAP70 SYNPO2 TANC2 TCF4 TGFB1 TIMP2 TLR4 TLR7 TM6SF1 TMEM47 TMSB4X VIM ZEB2 ZFPM2 ZNF438 ZSWIM6 CARRILLOREIXACH_MRS3_VS_LOWER_RISK_HEPATOBLASTOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CARRILLOREIXACH_MRS3_VS_LOWER_RISK_HEPATOBLASTOMA_UP ACACA AHCY AK4 ALDH4A1 ARSL ATP7B C2orf72 CENPV CHKA CLUH COASY DHCR24 DLK1 EBP EIF6 ERBB3 FASN FGFR4 FOXA1 FOXA2 GALT GREB1 IGF2BP1 IGF2BP2 LRP5 MAGED1 MAGED4B MEG3 MEG8 NELFCD NIPSNAP1 PTPRF SCML2 SEMA4G SLC25A1 SLC29A4 SLC35D2 SLC39A5 SMG5 SNHG16 SNORD113-1 SNORD114-20 SNORD114-21 SREBF2 SULT1C2 TARBP1 TRAP1 TRIM71 USP27X ZSWIM5 CASORELLI_ACUTE_PROMYELOCYTIC_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASORELLI_ACUTE_PROMYELOCYTIC_LEUKEMIA_DN AACS AAGAB AARS1 AARSD1 AASS AATF ABCC4 ABCF2 ABLIM1 ACACA ACADVL ACAT1 ACAT2 ACIN1 ACLY ACOT2 ACOT9 ACP1 ACSL3 ACTB ACTR2 ACTR3 ADAM28 ADIPOR2 AIFM1 AKR1B1 AKR1C1 ALB ALDH1A1 ALDOA ALDOC AP2M1 APIP APOBEC3C APOC1 APOL3 ARF3 ARFGAP2 ARHGAP19 ARHGAP6 ARID5B ARL6IP4 ARPC4 ASB8 ASH2L ASL ASPM ATIC ATP5IF1 ATP6V0D1 AURKA AURKB BACE2 BAX BAZ1B BCAP31 BEX1 BEX3 BIRC5 BLMH BLVRA BMAL2 BRCA1 BUB1B BUB3 C10orf95-AS1 C3orf52 CAMK1 CAPZA2 CARMIL1 CAVIN1 CBR1 CC2D1A CCNA2 CCNB1 CCNB2 CCT5 CCT7 CD24 CD2BP2 CD40 CD59 CD84 CDC123 CDC20 CDC25A CDC25C CDC42BPA CDC45 CDC5L CDC6 CDHR1 CDK1 CDK9 CDKN3 CENPA CENPE CENPF CENPM CEP15 CEP55 CEPT1 CHAF1A CHCHD3 CHEK1 CHEK2 CHMP4A CHTOP CIRBP CKAP4 CKS1B CLC CLCN4 CLEC2B CLGN CLN6 CMAS COA1 COA7 COIL COPZ2 COQ3 CREB3 CSE1L CSF2RB CSRP1 CTDSPL CTNNBL1 CTPS1 CTSL CTSZ CYC1 CYP1B1 CYP51A1 DAG1 DCXR DDAH1 DDX18 DDX3Y DDX41 DEPDC5 DHCR24 DHCR7 DHFR DHTKD1 DHX15 DHX9 DKC1 DLAT DLC1 DLEU1 DLGAP5 DNAJC12 DNAJC17 DNAJC6 DNAJC8 DNAJC9 DNM1L DNPH1 DPP4 DPPA4 DSCC1 DSG2 DUS4L DVL2 DYNC1LI1 EBP ECHDC1 ECI1 ECI2 EDC3 EED EID1 EIF1AY EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3B EIF4E2 EIF5A EIF5B ELOVL5 ELOVL6 ELP3 ENO1 ENO2 ENO3 ENOSF1 ENPP4 ENSA ENTPD6 EPB41L2 EPRS1 EPX ERG28 ERO1A ESPL1 ETFB ETS2 EXOC3 EXOSC2 EXOSC4 FADS1 FADS2 FAM111A FAM124B FAM171A1 FAM174B FAM30A FANCI FBN1 FDFT1 FDPS FEM1B FEN1 FHL2 FILIP1L FKBP4 FLOT1 FOXM1 FUBP1 FUS FZD5 FZD6 G3BP1 G3BP2 GALE GALNT12 GAPDH GARS1 GATA2 GFI1B GGA2 GGCT GINS1 GINS2 GINS4 GK GLO1 GLOD4 GLUD1 GLUL GMPS GNAI1 GOT1 GP1BB GPSM2 GRPEL1 GSS GTF2H3 GTSE1 GUCY1B1 HADH HADHA HDC HDGFL3 HEATR6 HELLS HEXIM1 HIRIP3 HLA-DPA1 HLA-DRB1 HMCES HMGA2 HMGB3 HMGCR HMGCS1 HMMR HNRNPA1 HNRNPA1P3 HNRNPA2B1 HNRNPA3 HNRNPA3P1 HNRNPAB HNRNPC HNRNPD HNRNPF HNRNPH2 HNRNPH3 HNRNPK HNRNPM HNRNPU HNRNPUL2 HOXA10 HOXA7 HOXA9 HPGD HPGDS HPS4 HSD17B4 HSP90AA1 HSP90AB1 HSPA4 HSPA9 HSPD1 HTATIP2 ICAM4 IDH3B IDI1 IL18BP IL9R ILF3 ILKAP ILRUN ILVBL INPP1 INPP4B INSIG1 IP6K1 ITGA2B IVNS1ABP JAKMIP2 JPT2 KBTBD2 KDELR2 KDM1A KDM5D KEAP1 KIF11 KIF15 KIF20A KIF22 KIF2C KIF4A KIFAP3 KIFC1 KLF1 KLHDC3 KPNA2 KPNB1 KYNU LAMP1 LAPTM4B LAPTM5 LARP4B LAT LDHA LDHB LDLR LGALS8 LIF LIN7C LMAN2 LMNA LMNB2 LMO2 LMO4 LOX LPCAT3 LPIN1 LRRFIP2 LSM14A LSS LUC7L LUC7L2 LUC7L3 M6PR MACROD1 MAD1L1 MAOA MAP7 MAPK14 MAPRE2 MCM2 MCM3 MCM4 MCM5 MCM7 MECOM MEF2C MEIS1 MELK MGAT3 MKI67 MLLT3 MMRN1 MREG MRM2 MRM3 MRPL12 MRPL28 MRPS10 MSMO1 MTMR2 MTREX MUC1 MVD MYDGF MYH10 NADSYN1 NANS NAP1L4 NASP NAXD NCAPG NCAPH NCAPH2 NCBP1 NCF1 NDC80 NDN NDUFS2 NDUFS6 NDUFV1 NEFH NEK2 NEK9 NFIB NME1 NNT NOC3L NOLC1 NONO NPM1 NPR3 NRIP1 NSDHL NTRK1 NUDC NUDT1 NUDT11 NUP155 NUP93 NUSAP1 NXF3 ODC1 OPTN ORC1 PAF1 PAFAH1B3 PAICS PAWR PCYT1B PCYT2 PDHB PDIA3 PDIA6 PDK3 PES1 PEX2 PFKL PFKM PFKP PGD PGK1 PICALM PIK3R3 PIM1 PIN4 PIR PKIA PLA2G4A PLEKHB2 PLK1 PLOD2 PLS1 PNRC2 POGLUT2 POLA2 POLD2 POLD3 POLQ PPA1 PPAN PPIB PPID PPM1G PPP1R10 PPP2R1B PRC1 PRDX4 PRG2 PRKAR2B PRMT7 PROS1 PRPF4 PRR11 PRSS23 PSAT1 PSMA1 PSMB5 PSMB6 PSMC3 PSMC3IP PSMD13 PSTPIP2 PTGES2 PTGS1 PTK2 PUS1 QPRT QTRT1 RAB33A RAB3GAP1 RABGAP1 RAD23B RAD54B RAD54L RADX RALY RANGAP1 RAP2B RAPGEF6 RBFOX2 RBL1 RCC1L RDH11 RDX RECQL4 RECQL5 REX1BD RFC3 RFC4 RMND5B RNASE2 ROBO1 ROCK2 RPA1 RPE RPL3 RPN1 RPS4Y1 RRM2 RRP1 RRP9 RTN3 RYK SAFB SAMM50 SCD SCRN1 SDHA SEC24C SEMA3C SEPTIN2 SERBP1 SERINC3 SERPINB6 SERPINE2 SF3A3 SFPQ SFXN1 SHMT2 SHQ1 SKAP2 SLA SLC16A3 SLC18A2 SLC22A17 SLC25A1 SLC25A4 SLC27A2 SLC27A5 SLC2A10 SLC2A6 SLC38A1 SLF2 SMC4 SMS SNF8 SNRNP25 SNRNP40 SNRNP70 SNRPA1 SNRPB SNRPN SNU13 SNX17 SNX4 SNX5 SOCS2 SPAG5 SPINT2 SQLE SQSTM1 SRI SRP54 SRPK2 SRSF3 SRSF9 SSR1 SSRP1 ST7 STIL STIP1 STOM STON1 STT3A STX7 STXBP6 SUMO1 SV2A SWAP70 TACO1 TADA2A TAF15 TAL1 TARDBP TBC1D31 TBC1D4 TBL3 TCAF1 TCF4 TECR TEDC2 TFPI TFR2 THBS1 THG1L THOC6 TIMELESS TIMM10 TIMM44 TIMM50 TIMP3 TJP2 TK1 TLCD3A TM7SF2 TMBIM1 TMEM106C TMEM14A TMEM176B TMEM97 TOP2A TPD52 TPI1 TPM1 TRAFD1 TRAP1 TRIP13 TRIP6 TRO TSR1 TSR2 TST TTC27 TTLL12 TUBB TUBB2B TUFM TYMS UPF1 UPF3A UQCRC1 UROS UTP14A VCL VCP VDAC1 VNN2 VOPP1 VPS37C VRK1 VWA5A VWF WARS1 WDHD1 WDR46 XRCC5 XRCC6 YBX1 YKT6 YWHAH ZNF175 ZNF544 ZNF671 ZWINT CASORELLI_ACUTE_PROMYELOCYTIC_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASORELLI_ACUTE_PROMYELOCYTIC_LEUKEMIA_UP AAK1 ABHD3 ADA2 ADGRE2 AFF2 AGTPBP1 ALCAM ANKS1A ANXA8 AP1S2 ARHGAP25 ARL4A ATP1B1 ATP2B4 ATP6V1G1 AUTS2 AZI2 BCL11B BTG1 CBLB CCNA1 CD33 CD3D CD44 CD8A CD96 CEBPD CFD CFP CHST11 CITED2 CMAHP COL4A5 CSGALNACT2 CTSW DENND5A DMXL2 DRG1 DUSP1 EVI2A FCMR FGF13 FLT3 FNDC3B FOS FOSB GABRE GFI1 GLIPR1 GLRX GNLY GPR183 H2AC18 H2BC21 HAL HBEGF HCAR3 HELZ HGF HIC2 ID2 IDUA IGFBP7 IGHA1 IGHG1 IGKC IGKV1D-13 IGKV3-20 IGLC2 IRS2 ITM2B JAG1 JMJD7-PLA2G4B JUN KAT6B KLF10 KLF2 KLF6 KRT18 LONP2 LY75 MAP1LC3B MED13L MGST3 MRC2 MRPL33 MRPS30 MST1P2 MT-ND4 MT1F MTARC2 MXRA7 MYLIP N4BP2L1 NACA NDE1 NDST2 NDUFS4 NFIL3 NFKBIA NFYA NLRP1 NR4A2 NRIP3 PDE3B PER1 PLAAT3 PLAGL1 PLCB1 PLEKHA5 PLSCR3 PRF1 PRKCA PSMA1 PTGDS PTPRE RAP1GAP2 RBMS1 RGCC RGS2 RNF11 RPL23AP4 RPL26P36 S100P SAP30 SERPING1 SF1 SIK1 SIK3 SIN3B SIPA1L1 SLC31A2 SMC5 SMURF2 SND1 SORL1 SPEN SPRY2 SPSB3 ST3GAL5 STAB1 STK17B TANK TCF7L2 TCFL5 TCL1A TGOLN2 TIMP1 TLR2 TMEM131 TMEM243 TOMM20 TOMM7 TPBG TRIB1 TSC22D3 UBBP1 UBE2D4 UTP14C VAMP1 WASL WDFY3 XIST ZBTB18 ZBTB43 ZFAND5 ZFAND6 ZFP36 ZMYM2 ZNF185 ZNF264 ZNF273 ZNF91 ZSWIM8-AS1 CASORELLI_APL_SECONDARY_VS_DE_NOVO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASORELLI_APL_SECONDARY_VS_DE_NOVO_UP ANXA5 ARHGEF40 CAPN3 CLU CNIH4 CPQ CSGALNACT1 DPM3 ENC1 ENTPD1 EVI2B FBN2 FCGRT FOS FOSB FZD2 GCA HDAC4 HP KLF4 LAMC1 MAVS MCTP2 MTARC1 NAGPA NID1 OTULINL PLAAT3 PTGER2 SLC24A3 SLC36A1 SLC38A6 SLFN12 TFEC TGFA TM6SF1 TMEM35B TMX4 TRIM27 CASTELLANO_HRAS_AND_NRAS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_HRAS_AND_NRAS_TARGETS_DN ANKRD1 CALCRL CXXC5 FHL1 IRX3 NRAS POLR2M RBPMS CASTELLANO_HRAS_AND_NRAS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_HRAS_AND_NRAS_TARGETS_UP ANXA8L1 CCNG1 CFH CRABP2 EIF2D PRDX2 CASTELLANO_HRAS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_HRAS_TARGETS_DN C1QTNF12 HRAS OPRM1 RAMAC SBF2 SLC1A5 CASTELLANO_HRAS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_HRAS_TARGETS_UP GFER GNB1 HOXC8 NNAT PRDX2 CASTELLANO_NRAS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_NRAS_TARGETS_DN AKAP12 ANKRD1 CDKN2A FBLN2 HTRA1 LIMK1 NCAM1 NRAS PKIA PLEKHO1 RBM38 RBPMS RPS6KA2 ZFTRAF1 CASTELLANO_NRAS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CASTELLANO_NRAS_TARGETS_UP ACADM ADCY2 AK1 ANXA4 ANXA8L1 B2M BAX CCNG1 CFH CLEC11A CRABP2 CRIP2 CRYBG1 CX3CL1 DLX5 ENPEP EPHX1 ERCC5 EXOC4 FNDC3A GBP2 GJA1 HLA-B IFI16 IFI27L2 IFI35 IFIH1 IFIT1B IL13RA1 IL1RN IRGM ISG15 ITIH2 KCTD12 LBP LCN2 LSP1 MEST MGP MMP13 NPR3 NQO1 NSG1 P3H4 PCBD2 PENK PERP PHLDA3 PLSCR1 PLTP PON3 PPP1R7 PSMB8 PTX3 RAMP2 SARDH SCX SDC1 SERPINE2 SLC66A3 STAT1 TAP1 TMEM43 TRIM11 TUBB2A TULP4 UGT1A10 USP18 VNN1 YIF1A ZNF32 ZNF703 CAVARD_LIVER_CANCER_MALIGNANT_VS_BENIGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CAVARD_LIVER_CANCER_MALIGNANT_VS_BENIGN A1CF ACTB AKR1C1 CD14 CD74 CES1 CHI3L1 DPP4 DPYD DUSP22 FABP1 FGA FGB FST FTH1 GGH GLUL HLA-C HLA-DRB3 MALAT1 MRFAP1 MYL6 PRDX1 PTGR1 REG1A REG3A RPL13A SLC25A5 SPINK1 SPP1 UBD UGT1A8 CEBALLOS_TARGETS_OF_TP53_AND_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBALLOS_TARGETS_OF_TP53_AND_MYC_DN ATRX CHAF1B CKAP2L COMT CSK CYFIP2 DDB2 DGKZ F2R GLT8D1 GPM6B HBEGF ISCU KIF14 KIF21B KRT8 MDM2 MLF2 NPRL3 PIM1 PLAUR POM121 REN RNPEP SEPTIN4 SLC2A5 SLC4A1 SNCA TCN2 TPM1 TRIM31 VARS1 VCAM1 CEBALLOS_TARGETS_OF_TP53_AND_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CEBALLOS_TARGETS_OF_TP53_AND_MYC_UP ACSL1 ACSL3 CD55 CTH DRG1 HSPA2 HSPH1 INSIG1 ISLR JUNB MTHFD2 MYC NEK3 PDIA3 PFKFB1 SRSF7 STAT5B UAP1 ZNF532 CERIBELLI_GENES_INACTIVE_AND_BOUND_BY_NFY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERIBELLI_GENES_INACTIVE_AND_BOUND_BY_NFY AATBC ADORA2A APOL3 CBR3 CDH26 CIMIP1 CRYBB2 CXADR DRICH1 DUXAP10 EDN3 FAM230J GAB4 GAS2L1 GRIK1-AS1 IGLL1 KCTD17 LCA5L LINC00158 LINC00315 LRRC3 MRAP MTG2 MX1 NEFH NRIP1 P2RX6 PCBP3-AS1 PLA2G3 POTED PRMT2 RAE1 RBM38 RFPL3 RIMBP3 S100B SYNJ1 TTC28-AS1 UBASH3A UBE2G2 ZNF295-AS1 CERIBELLI_PROMOTERS_INACTIVE_AND_BOUND_BY_NFY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERIBELLI_PROMOTERS_INACTIVE_AND_BOUND_BY_NFY ANKRD20A11P AP1B1 APOBEC3A APOBEC3B BCRP2 CHRNA4 CLDN14 CLDN8 CLIC6 COL20A1 CTCFL CYP24A1 DIDO1 DNAJC5 DOK5 FTCD HUNK IGLC1 IL2RB KRTAP10-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 LINC01711 LKAAEAR1 MAP3K7CL MCM3AP MX1 OR11H1 PCP4 PI4KA PI4KAP2 POTED SERPIND1 SEZ6L SOX10 TARDBP TFF2 TMEM121B ZNF280A CERVERA_SDHB_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERVERA_SDHB_TARGETS_1_DN A1BG ADH6 AFP ALDOC ANGPTL3 CADPS CCR6 CHODL CPS1 EYA4 F2 FJX1 FTCD HMGCS2 HSPA1A ITPR2 LYZ MEP1A MMP16 NINJ2-AS1 NPTX2 PDE3A PEG10 PEG3 PLA2G7 PPFIBP2 PWWP3B SCGN SH3RF3 SLC39A5 SOX2 SULT2A1 TMC8 TTYH1 ZBTB16 ZNF703 CERVERA_SDHB_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERVERA_SDHB_TARGETS_1_UP ABLIM2 ACKR3 ANXA13 APLP1 AQP1 ARHGAP23 ASCL1 ATP6V1C2 BAAT BMERB1 C2CD4A CACNB3 CAND2 CCDC74A CDC20B CER1 CLIC6 COL1A1 DNAAF3 DUSP4 DYRK4 EDN1 EMP2 EPS8L1 FAM149A FAM81B FEZ1 FHL2 FSTL1 GALNT16 GALR2 GOLM1 GPR68 GPX8 HPSE HRG HTRA1 IFIT2 IGFBP2 IL18 INHBA ITGB6 ITIH5 JAM2 KBTBD11 KIF3C KRT17 KRT80 LAMC2 LEFTY2 LHX2 LIPH LMLN LONRF2 LOXL2 LYPD1 LYPD6B MAGEA3 MAP1B MCUB MEGF6 MFAP4 MGARP MINDY4 MYOF NBDY NEURL1B NEURL3 NOD2 OLFML2A PACSIN1 PCDH9 PCSK5 PGM2L1 PIK3CD PLBD1 PLEKHG4 PLEKHG4B PLXDC2 PMAIP1 PRSS23 PTGER3 PTHLH RAB20 RBP7 REEP1 RFTN1 RIMKLA RIPOR3 S100A6 SCD5 SCN4B SCTR SGCB SH3BGRL SHOX2 SLC1A1 SLC25A24 SLCO5A1 SLCO5A1-AS1 SMPDL3B SOCS2 SPOCK3 ST6GALNAC2 SUCNR1 SUSD4 SUSD5 TANC2 TMEM156 TMEM40 TMEM54 TNFRSF19 TNNI2 TNNT1 TUBA1A UBASH3B UGT2B15 VDR WLS WNT2B CERVERA_SDHB_TARGETS_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CERVERA_SDHB_TARGETS_2 A2M AFP AGTR1 APOA1 APOM AREG ATP2B2 C2 CADPS2 CCN1 CCNE2 CDH6 CFB CGA CLTB COL7A1 CREB5 CRYBG1 CSGALNACT1 CTBP2 CTSH CXCL5 CXCL8 CYB561 DDC DLK1 DUSP1 ELOVL6 ESRP1 F5 FAT3 FAXC FBN2 FILIP1L FLRT2 FMO1 FMO5 FSTL3 FXYD2 GALNT3 GAS2 GFOD1 GJA1 GPC4 GPRC5B GSDME GULP1 HDAC9 HKDC1 HOMER2 HS3ST3B1 IGDCC3 IGFBP7 IL1RAP ISX ITPR2 KIRREL1 LEPR LINC02532 LRATD2 LTBP2 LYPD6 MAP3K20 MATN2 MCAM MELTF MICAL2 MICB MLF1 MOXD1 MST1 NMI NOTCH3 NT5E NTS NUAK1 OVOL2 P3H2 PAG1 PAH PCOLCE2 PEG3 PFKFB3 PKHD1 PRRX1 PRSS23 RAP1GAP2 SCG5 SDHB SERPINE2 SERPINI1 SH3BGRL SH3BP5 SIPA1L2 SLC12A2 SLC26A2 SOSTDC1 STEAP1 STK17A SULT1C2 SUSD4 SYT12 TF TFAP2A TGFB2 THBS4 TMC4 TMT1A TMT1B TNFRSF19 TNFSF4 TTR UBASH3B VGLL3 WLS CHANDRAN_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANDRAN_METASTASIS_DN ACYP2 ADIRF AHI1 AHNAK2 ALDH7A1 ALKBH3 ALOX15B AMD1 AMDHD2 ANKH ANO7 ANTXR2 ANXA11 APCDD1 ARHGAP27 ARHGEF10 ARL5A ARMCX1 ASAP3 ASB2 ATF3 AXIN2 AZGP1 B2M B3GALNT1 B3GALNT2 BBOF1 BCAS1 BMP4 BMP7 BMPR1A BOC BTG2 C11orf52 CAB39L CACHD1 CACNA2D1 CAPS CAV2 CCN2 CCN3 CD38 CDH10 CDNF CFL2 CHRM3 CIMAP3 CIRBP CLCN7 CNOT6L CNST CNTN3 COL13A1 COL8A2 CRISPLD2 CTSO CUEDC1 CWH43 CYBRD1 DACT3 DBNDD2 DDR2 DEF6 DNAJC10 DNALI1 DPH3 DPP4 DUSP1 DUSP2 DYNC1I2 ECHDC1 ECRG4 EFEMP2 EFS EGR2 EGR3 EIF3A EIF3J ENSG00000293268 EPHA3 EPHB6 ERBB2 EVA1C EYA4 FAM107A FAM135A FAM3B FBXO2 FBXO22 FGF13 FGFR2 FGL2 FHOD3 FMOD FOS FOSB FUCA1 GABBR1 GDI2 GHDC GLI3 GLIS2 GOLM1 GPX7 GSTA4 GSTM5 GSTO2 GSTT2 GTDC1 HECW2-AS1 HEXA HPS1 HSD17B14 HSPB8 IDNK IER2 IGFBP2 ILDR1 INTS11 IQGAP2 IRAG1 ISL1 ITGA4 ITGB8 ITIH5 JAM3 KAT5 KCNN4 KIAA1191 KLF3 KLF4 KLF6 KLK10 KLK11 KLK3 KRT15 KRT5 LFNG LHPP LIMS2 LINC00339 LINC00662 LPAR1 LRMDA LSAMP MAGED2 MAN2B2 MAP3K20 MCC MCTP2 ME3 MED11 MEGF6 MICA MIR100HG MISP MLLT10 MN1 MOXD1 MRGPRF MRPL45 MTPAP MVB12B MVK MX1 MXRA5 MYG1 MYLK NAGLU NBL1 NDFIP2 NDNF NECAB3 NEFH NEXN NFIA NINJ2 NR2C2AP NR4A1 NSMCE4A NT5DC1 OGN P2RY1 PAK1 PAMR1 PARM1 PCDH18 PCDH7 PCOLCE2 PDE4B PDE5A PDGFC PDPR PDZRN4 PER3 PGM5 PI15 PIGT PKP1 PMEPA1 PNRC2 PODN POMT1 PPM1L PPP1R12B PPP1R14A PPP3CB PRICKLE2 PRPF40A PRRX1 PSD2 PSD3 PSPC1 PTGS2 PTN PTPRN2 PWWP2B PYCARD RAB23 RAB27B RAB34 RAB40B RAB4A RAMP2 RARRES1 RASL12 RASSF4 RBFOX3 RBM24 RGCC RILPL2 RLN1 RNF10 RNF150 RNF180 RNF43 ROBO2 ROGDI RORB RPS27L RRAD RRAS RWDD2B SCD5 SCN7A SELENOM SEMA3C SERPINB5 SERTM2 SFRP1 SFT2D3 SLC15A2 SLC20A2 SLC22A17 SLC30A4 SLMAP SMAD3 SMAGP SMIM1 SMOC2 SMPDL3B SMTN SORBS1 SORBS2 SOX2 SPATC1L SPOCK3 SRRD SSPN STARD13 STAT2 SWT1 SYNGR4 SYNPO2 SYS1 SYTL1 TBC1D9B TEN1 THBS4 THSD4 TIGD2 TM9SF1 TMEM106B TMEM129 TMEM150C TMEM199 TMEM98 TMSB15A TNIP1 TNS1 TOP6BL TRAPPC1 TRIM29 TRMT6 TSHZ3 TSPAN15 TSPAN2 TUBB6 TWIST2 TXNDC11 UPK3A VMP1 VPS36 VSIG2 WFDC1 WFDC2 WNT5B XAB2 ZBTB4 ZCCHC3 ZFP36 ZMYND11 ZNF483 ZNF532 ZNF641 ZNF747 CHANDRAN_METASTASIS_TOP50_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANDRAN_METASTASIS_TOP50_DN ABI2 AGGF1 AHI1 ANXA11 APCDD1 ARL5A B3GALNT1 BOC C12orf57 CHMP4B CIRBP CRYBG1 CRYL1 EFHD2 ETHE1 FOS G3BP1 IER2 INTS11 KCTD3 MAGED2 MALAT1 MRC2 MSRB2 NOP53 NR4A1 NT5DC1 PBXIP1 PHB2 POMT1 RAB34 ROGDI RPS27L SELENOM SFRP1 SORBS2 STAT6 SYTL1 TM9SF3 TOMM20 TRAPPC1 WAS WNT5B ZDHHC4 CHANDRAN_METASTASIS_TOP50_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANDRAN_METASTASIS_TOP50_UP AK4 AR BASP1 CBX4 CELF1 DDX17 DENND11 EIF1AX ENTR1 G3BP1 GIT1 GNL3L GRB2 GRINA H2AZ2 HSP90AA1 HSPD1 IBTK IRF2BP2 JPT1 KMT2E KMT5B LARP1 METTL2B MSI2 NOL8 NUCKS1 NUFIP2 PABPC1 PCBP2 RALA SOD1 TUBA1B UGT2B15 YY1 ZNF587 ZNF605 CHANDRAN_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANDRAN_METASTASIS_UP ABHD5 ACSM3 ADAM10 ADAM17 ADD1 AGO2 AGO4 AIG1 AK4 AP2B1 AR ARHGAP1 ATG4D ATXN2 BASP1 BCL2 BOD1L1 BPTF BTNL9 CAMSAP1 CBX4 CBX5 CDK18 CDK2 CDKN2D CELF1 CEP63 CHORDC1 CLDN5 CNTLN COX19 CPEB4 CRB2 CSNK1G2 DAZAP1 DCAF7 DDIT4 DDX17 DENND11 DNAJC3 DONSON DUSP8 DXO DYNC1H1 E2F3 EIF1AX EIF5 EML4 ENTR1 EP400 EPB41 ESR2 FAM30A FAM83F FBXO45 FGFR1OP2 FN1 FNBP4 FOLH1 FOXM1 FSCN1 FUS G3BP1 GABPB1-AS1 GNL3L GOLT1A GPATCH2L GPR158 GRAMD4 GRB2 GSCAR GSK3B GUSBP14 GUSBP2 H3C10 HBA1 HBB HBD HBE1 HCG18 HES6 HMBOX1 HOXC6 HS6ST1 HSPA1A HSPA6 HSPE1 IBTK INTS8 ITPR1 JPT1 KANSL1 KCNJ15 KCNQ1OT1 KLHL28 KMT2C KMT2E KMT5B LARP1 LINC00205 LINC01560 LINC01823 LONRF2 LRCH3 LRRC58 LSMEM1 LSP1P5 LYN MAGOHB MALAT1 MAP4K4 MORF4L2 MPO MSI2 MTDHP3 MTF2 NBPF14 NCAPH2 NEAT1 NECAP2 NFATC1 NFATC2IP NGF NKTR NOL8 NORAD NPIPB3 NSD1 NTM NUB1 NUPR1 ORC6 OSBP2 P4HA1 PAAF1 PABPC1 PAICS PCBP2 PCDHGB9P PDK1 PDLIM5 PDP1 PGP PLXNA1 POLR2A PPP2R5C PRAP1 PRB4 PRKAB2 PRLR PRRC1 PVT1 RAB12 RAB6B RALA RBBP5 RBBP6 RBM39 RIPK2 RNF149 RNF216P1 RPL37 S100A8 SECISBP2 SEL1L SFPQ SHPRH SLC16A1 SLC7A5 SMG1 SPG11 SPIN1 SPP1 SULT1A2 TAF1D TALAM1 TAOK1 TARS1 TBC1D24 TERF1 TGFBRAP1 THBS2 TIPRL TM2D1 TMCC1 TMSB10 TPX2 TRIM3 TRIO TYRO3 UBE2D3 UBE2O UBE2Z UBFD1 UGT2B15 VCAN VEGFA WDFY1 WNK1 ZBTB7A ZFP36L1 ZFYVE16 ZMYND8 ZNF148 ZNF281 ZNF395 ZNF587 ZNF605 ZNF621 CHANGOLKAR_H2AFY_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANGOLKAR_H2AFY_TARGETS_DN ABCG5 AR ATP6V0A2 C7orf25 C8G CD109 CHERP CMKLR1 CRYL1 EIF4A3 ELL2 GHR GPR61 GSTM1 GTPBP4 LINC00261 LUC7L2 MACROH2A1 MASP1 MFN1 MPHOSPH8 MSL1 MYLK NEK4 P2RY1 PAXX PEX19 PROX1 PTGDS RELN SECISBP2 SORBS2 SUCNR1 TBCEL TMEM39A TMEM98 TSR1 UGT2B28 USF2 UTP4 VCPIP1 YBX3 CHANGOLKAR_H2AFY_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANGOLKAR_H2AFY_TARGETS_UP ABHD1 APH1A ATP11A AVL9 CA1 CBLC CCM2L CCT8 CMTM4 DLG3 ENPP3 FNIP1 GLO1 GNAQ GRAMD2B GRPEL2 GSTM2 HYCC1 IBTK ILVBL ITPK1 IVD KRT23 LPL MCL1 MYSM1 NIBAN2 PTGFRN RHOU RICTOR RORA SCD SDR39U1 SERPINA6 SERPINA7 SLC25A39 SLC35G1 SLC44A1 SLC6A8 SMAP2 SMURF2 SPSB4 TBC1D7 TENT2 TMCC3 TMEM176A TMEM70 TRAF4 WDR11 ZC3H12C CHANG_IMMORTALIZED_BY_HPV31_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANG_IMMORTALIZED_BY_HPV31_DN ACVR2B AR BPGM CBFA2T2 CD24 CDKN1A CTSV DEGS1 DMKN DSC2 DSG1 DSP ENTPD3 FOS GBP1 GPA33 HBB HMGCS1 IFI27 IFI35 IFI44 IFIT1 IFITM1 IL1R2 IL1RN KLK6 KLK7 LAMA3 LCN2 LRP1 LYST MVD MX1 MX2 MXD1 NMT2 OAS2 PEA15 PHF7 PLA2G1B PRIM1 PRSS1 PSG1 PTGS2 PTPRU SAMD9 SERPINB2 SLPI SMCP SNRPA1 SPRR1A SPRR2E STAT1 SULT2B1 TAGLN TEX29 THRB TRIB1 TRIM22 UBE3B CHANG_IMMORTALIZED_BY_HPV31_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANG_IMMORTALIZED_BY_HPV31_UP ABL2 ACER3 ACVR2A ALDH8A1 APC ARHGAP36 ARID4A ASAP1 BHLHE41 BMPR2 BTBD8 C11orf96 CD86 CLDN12 CP CRH CRIM1-DT CTSH CYP4X1 DLEU2 EDIL3 EEF1AKMT2 FAM161A FANCG FMOD FZD7 G0S2 GABPA GPR108 HEY1 HMG20A IRF4 LGALS1 LTBP1 MANEA MAP9 MS4A4A MS4A6A NAALADL1 NDUFA10 PAN3 PART1 PAX8 PRKAA2 PSME4 RBM4 REV1 RNF32-DT S100A12 SGIP1 SHCBP1 SIRT3 SLC18A1 SLC2A2 SLC9A9 SNAI1 SOAT1 SOX17 SSH3 SUCLA2 SUFU TAOK1 TCFL5 TEX261 TMEM119 TNNI3K TTC38 UCHL1 USP31 VCF2 WDR81 XAGE1A ZC3H10 CHANG_POU5F1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANG_POU5F1_TARGETS_DN CST3 GRSF1 PLPP5 POM121 SOCS3 TFEC TFPI2 TXNL1 CHANG_POU5F1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHANG_POU5F1_TARGETS_UP ABI1 AOC3 ATAD2 CCN1 COL3A1 COL5A1 CXCL17 FN1 KAT2B MMP13 OPHN1 SLIT3 SMARCA4 TGFB3 VASP CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_DN ADAMTS12 AK5 ALPK2 APLP1 ARHGAP17 ARHGEF40 ARNT2 BCAT1 BDNF CCDC74A CD99 CIBAR1 CMTM3 CNKSR3 COL6A2 DPY19L1 EDIL3 FAM171A1 FLNC FZD2 GFPT2 GNG11 GRB10 GRK5 GULP1 IL11 KIF3C KLF2 LOXL2 MAP1B MB21D2 MMP16 NUAK1 PDCL3 PFKP PNMA2 RBM24 RGS7 RNF182 SCG2 SEMA3A SH2B3 SHOX2 STRADB TNIP1 TRAF3 TRIO TTC28 TUBB2A UTRN ZCCHC24 ZEB1 CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_BASAL_VS_MESENCHYMAL_UP ACSL1 ADGRF1 AKR1B10 APRT ATP1A1 BLNK BSPRY C1orf116 C6orf132 CBLC CCNL1 CD24 CD24P2 CD24P4 CDH1 CDH3 CDS1 CKMT1B CLCA2 COX5B CRYBG1 DMAC1 DMKN DRAM2 DSG3 DUSP16 EHF ELF1 ELF3 ELMO3 EMC10 ENTPD2 EPB41L4A EPHA1 EPN3 ESRP1 ESRP2 F11R FAM83B FGFBP1 FOSB FXYD3 GAREM1 GJB3 GRAMD2A GRHL2 GSN HOOK2 IRF6 ITGB6 ITPA KCNK1 KIAA0040 KLK5 KLK6 KRT15 KRT16 KRT5 LAD1 LCN2 LIMK2 LITAF MACC1 MAF MAL2 MARVELD2 MBNL3 MIR205 MPP7 MPZL3 MRFAP1L2 MUC1 MYO5B NHSL3 OSER1 OVOL1 OVOL2 PDZK1IP1 PKP3 PPL PPP1R14C PROM2 PRR15L PRRG4 PRSS8 PTPN6 RAB25 RBL2 RHOD RNF144B RNF39 RNF43 RTKN S100A14 S100A8 S100P SCNN1A SERPINA3 SETD6 SH2D3A SH3YL1 SKIC8 SLC11A2 SLC49A4 SLPI SPINT1 SPINT1-AS1 SPINT2 SSH3 ST14 STEAP4 SUSD6 SYTL1 TACSTD2 TC2N TLCD1 TMEM134 TMEM183A TMEM191A TMEM30B TMEM87A TRIM29 TSC22D3 TSTD1 ZFP36 ZNF165 CHARAFE_BREAST_CANCER_LUMINAL_VS_BASAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_LUMINAL_VS_BASAL_DN ABCD3 ACTN1 ADA ADD3 ADGRE5 ADM ADORA2B ADRB2 AGPS AKR1B1 AKR1B10 AKR1C1 AKR1C3 AKT3 ALDH1A3 ALDH3A2 AMD1 ANKH ANKRD33B ANTXR1 ANXA1 ANXA2 ANXA2P2 ANXA3 ANXA4 ANXA8 APOL6 ARAP3 ARHGAP23 ARHGAP5 ARHGEF28 ARPC2 ASXL1 ATP10D ATP1A1 ATP1B3 AXL B2M B3GNT5 BICC1 BICD2 BIN1 BIRC3 BMAL2 BMP1 BNC1 BTG3 BTN3A2 BTN3A3 C1R C1S C3 CALD1 CAMTA1 CARD6 CASP1 CASP4 CAV1 CAV2 CAVIN1 CAVIN3 CBR1 CCDC28A CCDC80 CCDC82 CCDC88A CCDC9B CCNA1 CCNYL1 CD109 CD14 CD44 CD58 CD59 CDC42EP3 CDCP1 CDH3 CDK6 CEBPD CFB CFI CFL2 CFLAR CHMP1B CHST3 CIBAR1 CLIC4 CLIP4 CLMP CMPK1 COL4A1 COL4A2 COL8A1 COPS8 CORO1C COTL1 CRIPT CRK CRYAB CRYBG1 CSNK2A2 CTSC CXCL1 CXCL2 CXCL3 CYB5R3 CYBRD1 CYLD DCBLD1 DCBLD2 DCTD DEPP1 DGKA DIPK1A DMD DNAJB4 DOCK5 DPYD DSC3 DSE DSG2 DSG3 DST DUOX1 EGFR EHBP1 ELK3 ELL2 EMP1 EMP3 EPHA2 ERAP2 EREG ESYT2 ETF1 ETS1 ETS2 EVA1A EVA1C EXT1 F2RL1 F3 FAM171A1 FAM83A FAM83D FAP FAS FBLIM1 FDFT1 FERMT1 FGF2 FGFBP1 FHL1 FKBP1A FMNL2 FNDC3B FOSL1 FOXQ1 FRMD6 FSCN1 FST FSTL1 FXYD5 FZD6 GABRE GALNT2 GART GAS1 GBP1 GBP3 GFOD1 GJB3 GJC1 GLIPR1 GM2A GNA15 GNAI1 GNAL GNG12 GPM6B GPSM2 GPX8 GSTP1 GTF2B HIF1A HLA-E HMGA2 HOTAIRM1 HOXA1 HOXA3 HOXA5 HP1BP3 HRCT1 HRH1 HSD17B11 HTRA1 ICAM1 IFI16 IFI27 IFI44 IFIT3 IFITM3P7 IFNGR1 IGF2BP2 IGF2BP3 IGFBP6 IGFBP7 IL15 IL18 IL1A IL1RAP IL20RB IL7R INHBA INPP1 IRS2 IRX1 ITGA1 ITGA6 ITGB1 ITGB8 ITM2C ITPRID2 JAG1 KIF1B KIRREL1 KLF5 KLHL29 KLK10 KLK5 KPNA1 KRT14 KRT15 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC1 LAMC2 LARP6 LBH LINC00511 LINC01133 LIPG LOX LOXL2 LUZP1 LY6K LYN MAML2 MAP4K4 MAP7D3 MBNL1 MBNL2 MBP MDFIC MDH1 MET MFGE8 MICALL1 MIR100HG MIR22HG MIR31HG MMADHC MME MMP14 MPZL1 MSN MT1F MT1G MT1H MT1X MT2A MTMR2 MYL12A MYO1B MYO1E NAB1 NABP1 NAMPT NAP1L1 NAV2 NCK1 NDEL1 NDFIP2 NFAT5 NFE2L2 NKX1-2 NMI NNMT NOB1 NR3C1 NRP1 NSFL1C NT5E NUDT15 NUP50 NXN OGFRL1 ORMDL1 OSBPL3 OSBPL9 OSMR OXR1 P3H2 PALM2AKAP2 PARP4 PDGFC PDP1 PDZK1IP1 PERP PGM2 PHLDB2 PI3 PIK3CD PKN2 PKP2 PLA2G4A PLAT PLAU PLS3 PLSCR1 PM20D2 PNLIPRP3 PPP1R14C PPP4R1 PRKD3 PRNP PRSS12 PSAT1 PSMB8 PSMB9 PTGS2 PTK7 PTPN2 PTPRM PXDC1 RAC2 RALB RALBP1 RBFOX2 RBM7 RBMS1 RBMS3 RETSAT REXO2 RFLNB RGCC RGL1 RGS2 RGS20 RHOA RIOK3 RIPK4 RND3 RNF145 RRAS2 RUNX3 S100A10 S100A2 SAA1 SAMD9 SCHIP1 SCPEP1 SEL1L3 SELENOF SEPTIN10 SERPINB2 SERPINB5 SERPINE2 SFN SFRP1 SGK1 SH3D19 SH3GLB1 SH3KBP1 SIRPA SIRPAP1 SKAP2 SLC16A1 SLC16A7 SLC1A3 SLC25A37 SLC49A4 SLC6A15 SLC9A6 SLPI SMAD3 SMCHD1 SNAI2 SNX7 SOAT1 SOX7 SP100 SPATS2L SPRY2 SPTBN1 SPX SRI SRPX SRPX2 ST3GAL6 STAMBPL1 STAT3 STAT4 STING1 STK17A SVIL TAP2 TAX1BP3 TBC1D1 TBPL1 TCEAL9 TGFA TGFBI TGFBR2 TKT TLE4 TLR2 TM2D1 TMED5 TMEM154 TMEM245 TMEM30A TMEM35B TNFAIP3 TNFAIP8 TNFRSF10D TOX2 TP63 TRIM22 TRIM29 TRIP10 TRMT6 TUBA4A TUBB6 TWIST2 TWSG1 UBASH3B UBE2E3 UPP1 VAMP3 VSNL1 WDR1 WLS WWTR1 YAP1 YBX1 YBX3 YES1 ZBTB16 ZBTB38 ZC3H12C ZDHHC2 CHARAFE_BREAST_CANCER_LUMINAL_VS_BASAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_LUMINAL_VS_BASAL_UP ABCA3 ABCG1 ABHD11 ABHD12 ACVR1B ADCY6 ADGRB2 AFF3 AGR2 AMZ1 ANKRD13D ANKRD30A ANXA6 ANXA9 AR ARF3 ARFGEF3 ARFIP2 ARHGEF26 ARID2 ARID3A ARRB1 ASB8 ASH1L ASTN2 ATP2C2 ATP6AP1 ATP6V0E2 ATP8B1 ATXN2 ATXN7L3B AVL9 BAZ2A BCAS1 BCOR BLNK BPTF C14orf132 C17orf58 C4orf19 C9orf152 CA12 CACFD1 CACNA1D CACNA2D2 CACNB3 CACNG4 CACYBP CADM1 CAMSAP3 CANT1 CAPN9 CCDC117 CCND1 CCT6P3 CDC42SE1 CDYL2 CEP350 CERS2 CERS6 CFD CHDH CHN2 CHTOP CIRBP CISH CLSTN2 CRACD CREB3L1 CREB3L4 CRNKL1 CSNK1D CSRNP2 CTNND2 CTXN1 CXXC5 CYB561 CYBC1 DAAM1 DACH1 DDAH2 DDX42 DEGS2 DENND1A DENND4B DEPTOR DHRS13 DIP2C DLG3 DNAJA4 DNAJC1 DNALI1 DOP1B DSCAM-AS1 DUSP8 EFR3B EIF3B ELAPOR1 ELL3 ELOVL2 EMP2 ENPP1 ENSG00000280119 ENTR1 EPN3 EPS8L1 ERBB3 ERGIC1 ESR1 ETNK2 EVL F7 FAM110B FAM234B FBRSL1 FGFR4 FKBP4 FOXA1 FRMD4A FRS2 FTX FUS FZD4 GALNT6 GAMT GARNL3 GARS1 GART GATA3 GATA3-AS1 GGA1 GGA3 GOLT1A GP1BB GPD1L GPR160 GPRC5C GRAMD4 GSE1 GSPT1 GTF3C1 HECTD4 HEXD HID1 HIP1R HK2 HMG20B HMGCS2 HNRNPA2B1 HPN HPX ICA1 INHBB INPP5J INTS15 IQCE IQSEC1 IRGQ ISG20 IVD KAT6B KATNIP KCTD15 KDELR2 KDM4B KDM7A KIAA0040 KIAA0232 KIF12 KIFC2 KLF2 KLHDC9 KLHL22 KMT2D KRT19 LARGE1 LARP4B LCOR LFNG LIN7A LINC01128 LLGL2 LMCD1 LMNTD2-AS1 LNX1 LONRF2 LRP3 LRRN1 LUC7L3 LZTR1 MACO1 MAGED2 MAPK9 MAPT MARS1 MB21D2 MCCC2 MDM4 MEGF9 MGAT4A MGRN1 MIF4GD MLPH MTCL2 MTERF2 MXRA8 MYB MYCN MYEF2 MYO5B MYO6 NACA NDUFS8 NECTIN2 NEK5 NHERF1 NKAIN1 NLK NME3 NPDC1 NUCB2 NUDT4 ONECUT2 P4HTM PATZ1 PBX1 PCBP2 PCK2 PCP4 PDCL3 PGGT1B PGR PI4KA PKP4 PLA2G12A PLCXD1 PLEKHH1 PLXNA3 POGZ POLE POMT1 PPFIA1 PPP1R16A PPP2R2C PREX1 PRKAG1 PRLR PRR14 PRR36 PRRC2C PRRT2 PRRT3 PYCR1 RAB11FIP3 RAB17 RAB3D RAB40C RABEP2 RALGAPA1P1 RALGPS1 RBAK RDH13 REEP5 RGL2 RHBDF1 RHOB RHPN1 RIIAD1 RIPOR3 RND1 RNF103 RNU6-1016P RSAD1 RSPH1 RUBCN RUSC1 SBK1 SCUBE2 SCYL3 SEC16A SECISBP2 SERF2 SFI1 SFMBT2 SH3GLB2 SHANK2 SHTN1 SIDT1 SIDT2 SLC16A6 SLC1A4 SLC24A3 SLC25A29 SLC25A44 SLC26A11 SLC27A3 SLC2A10 SLC35A1 SLC37A1 SLC38A1 SLC38A10 SLC44A4 SLC4A8 SLC7A8 SMARCC2 SMIM14 SNED1 SNX27 SOX12 SOX13 SPATA2L SPDEF SPMIP5 SPTLC2 SRRM2 STARD10 STRADA STRBP SYCP2 SYNE4 SYNGR2 TADA2B TAPT1 TBC1D16 TBC1D30 TBL1X TBX3 TC2N TCAF1 TENT5C TESK1 TESMIN TFF1 TFF3 TGFB3 TGIF2 THSD4 THUMPD1 TJP3 TLE3 TMBIM6 TMEM150C TMEM184A TMEM229B TMEM268 TMEM276 TMEM80 TNIP1 TNRC18P2 TOB1 TOMM70 TRAPPC9 TRIL TRIM3 TRPS1 TSPAN13 TSPAN15 TTC3 TTC39A TTC6 TTC9 UAP1L1 UBN1 ULK1 USP3 USP42 USP7 VIPR1 VPS37C VPS72 WFS1 ZBTB42 ZFYVE16 ZMIZ1 ZNF12 ZNF24 ZNF296 ZNF398 ZNF444 ZNF467 ZNF703 ZNF704 ZNF74 ZNF84 ZSWIM8 CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_DN AAK1 ABCC4 ACTA2 ACTG1 ACTN1 ACTR2 ADAMTS12 ADAMTS5 ADD3 ADGRE5 ADORA2B AGPS AHNAK2 AIDA AK5 AKAP12 AKR1B1 AKR1C3 AKT3 ALKBH5 ALPK2 ANKH ANKRD28 ANKRD33B ANLN ANTXR1 ANTXR2 ANXA1 ANXA2 ANXA2P2 ANXA5 AP1S2 APCDD1L ARAP3 ARHGAP21 ARHGAP23 ARHGEF40 ARSJ ASAP1 ASB1 ASXL1 ATM ATP10D AXL B3GNT5 BACH1 BAG2 BASP1 BCAT1 BCHE BDNF BICC1 BICD2 BIN1 BIRC5 BMAL2 BNC2 BUB1 C17orf49 C1S CALD1 CASP1 CAV1 CAV2 CAVIN1 CAVIN2 CAVIN3 CCBE1 CCDC50 CCDC82 CCDC88A CD44 CD99 CDC20 CDC27 CDH11 CDK6 CDKN2C CENPV CEP170 CFL2 CHST2 CHST3 CHSY1 CIBAR1 CKAP2L CLIP2 CLMP CMTM3 CMTM7 CNRIP1 COL13A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 COL6A3 CORO1C CORO2B CPNE2 CRIM1 CRTAP CSRP2 CTNNAL1 CTSC CUL4B CXCL2 CYP26B1 DAB2 DCBLD2 DENND5A DEPDC1 DHX33 DIPK1A DKK3 DMD DNAJB4 DNM1 DOCK10 DPY19L1 DPYD DSE DZIP1 ECHDC1 EDIL3 EFEMP2 EGFR EHBP1 EIF4A1 EIF5A2 ELAVL1 ELK3 ELP5 EMILIN2 EMP3 ENG EPB41L2 EPHA2 ERFE ETS1 ETV5 EVA1A EXT1 EXTL2 EYA4 F2RL2 FAM171A1 FAM200B FAM20C FAS FAT4 FBLIM1 FBN1 FER FEZ2 FHL1 FHOD3 FLI1 FLNC FLRT2 FMNL2 FOSL1 FOSL2 FOXC1 FOXF2 FOXQ1 FSCN1 FST FSTL1 FXYD5 FZD2 FZD7 G0S2 GADD45A GALNT2 GFPT2 GID4 GJA1 GLIPR1 GLIPR2 GLIS3 GLS GNAI1 GNG11 GNG12 GNG2 GPR161 GPR176 GPRC5B GPX8 GRK5 GSDME GSTP1 GULP1 GXYLT2 HACD1 HAS2 HEG1 HJURP HMGA2 HOTAIRM1 HRCT1 HRH1 HSD17B11 HTRA1 HYCC1 IFI16 IFNGR2 IGF2BP2 IGF2BP3 IGFBP6 IGFBP7 IGFBPL1 IKBIP IL11 IL15 IL6 IL7R ILF3 INCENP INHBA INPP1 IPO5 IRAK2 ITGA1 ITGAV ITM2C ITPRID2 ITPRIP ITSN1 JAG1 KANK2 KATNAL1 KCTD12 KIF18B KIF3C KIRREL1 KLHL29 KPNB1 LAMB1 LAMC1 LARP6 LAYN LBH LDHB LHFPL6 LIX1L LOXL1 LOXL2 LPAR1 LRRK1 LTBP2 LUZP1 LYN MALT1 MAML2 MAP1B MAP4K4 MAP7D1 MAPRE1 MARVELD1 MCAM MCFD2 MDFIC MET MFGE8 MID1 MIR100HG MMP2 MPP1 MPRIP MRC2 MSANTD3 MSN MSRB3 MTCL1 MTMR2 MXRA7 MYLK NAB1 NAP1L1 NAP1L5 NAV1 NAV3 NCAPG NDC80 NDEL1 NECTIN3 NEXN NID2 NMNAT2 NMT2 NNMT NOL7 NOL9 NONO NR2F1 NR2F1-AS1 NR3C1 NRP1 NT5E NUP155 NUP88 OSMR P3H1 P3H2 PABPC4 PAFAH1B1 PALM2AKAP2 PAPPA PARVA PDE3A PDE4A PDE7B PDGFA PDGFC PDP1 PFAS PFKP PHLDB2 PICALM PIK3CD PIM1 PLAT PLAU PLK1 PLP2 PMP22 PNMA2 POGLUT3 POPDC3 PPP1R18 PPP4R1 PRKCA PRKD3 PRNP PROS1 PRR16 PRSS12 PSMB2 PSMB6 PSMB9 PSMD1 PTGS2 PTPRG PTPRM PTTG1 PTX3 PXDN PYGL QKI RAB31 RAB34 RAB8B RAI14 RALBP1 RBMS3 RFLNB RFTN1 RGS2 RGS20 RGS4 RNF145 RNF182 RTN4 RUNX2 S100A2 SACS SDCBP SEMA3A SEPTIN6 SERPINB1 SERPINE1 SERPINE2 SFPQ SFRP1 SGCB SGK1 SGTB SH2B3 SH2D5 SH3GLB1 SH3KBP1 SHOX2 SKP2 SLC16A7 SLC25A37 SLC35B4 SLIT2 SMAD3 SMAD9 SNAI2 SNRPD1 SNX7 SOAT1 SOCS3 SPAG9 SPARC SPATS2L SPDL1 SPRY2 SPTBN1 SRGN SRPX ST3GAL6 STAMBPL1 STIL STK10 STK17A STRADB STX2 SV2A SYDE1 TAP2 TBC1D1 TCEAL9 TEAD1 TFPI TGFB1 TGFB1I1 TGFB2 TGFBI TGFBR2 TIMP1 TIMP2 TLCD3A TMEM158 TMEM245 TMEM35B TNFAIP3 TNFRSF10D TOX TOX2 TPM1 TRAF3 TRAM2 TRIO TRNP1 TTL TUBB TUBB6 TWIST2 TWSG1 TYMS UBASH3B UBE2G1 UBE2S UBLCP1 UPP1 VCL VIM VPS54 WASHC4 WIPF1 WLS WNT5B WRAP53 WWTR1 ZC3H12C ZCCHC24 ZDHHC2 ZEB1 ZIC2 ZYG11B CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHARAFE_BREAST_CANCER_LUMINAL_VS_MESENCHYMAL_UP AAGAB ABAT ABCA12 ABCC11 ABCG1 ABHD11 ACVR1B ADCY6 ADGRG1 ADIRF AGR2 ALDH3B2 ALDH4A1 ALDH6A1 ANK3 ANKRD22 ANKRD30A ANO1 ANXA9 AP1M2 APH1A ARF3 ARFGAP2 ARFGEF3 ARFIP2 ARHGAP8 ARHGEF5 ARRDC1 ARRDC4 ASB8 ATOSA ATP2C2 ATP6AP1 AZGP1 BBIP1 BCAS1 BCR BEX5 BICDL1 BICDL2 BIK BLNK BLOC1S1 BLVRB BOLA1 BSPRY C11orf52 C1orf43 C4orf19 C6orf132 C9orf152 CA12 CACFD1 CACNA1D CACNB3 CACNG4 CADPS2 CAMK2N1 CAMSAP3 CAPN8 CASZ1 CBLC CCDC6 CCDC97 CD24 CD24P2 CD24P4 CDC42SE1 CDH1 CDH3 CDS1 CEACAM6 CEBPA CERS6 CGN CHASERR CHMP2A CHMP4C CHN2 CIRBP CKMT1B CLDN3 CLDN4 CLDN7 CLN3 CNNM4 COG7 COMMD3 COP1 CRABP2 CRACDL CREB3L4 CRIP1 CRIP2 CRNDE CRYBG2 CSAD CTNND2 CYB561 CYB5A CYP4B1 DAAM1 DBP DCAF11 DDI2 DDR1 DEGS2 DENND2D DHRS13 DHRS4-AS1 DLG3 DNAJA4 DNAJC1 DOK7 DSCAM-AS1 DUSP16 EEIG1 EFHD1 EFNA4 EHF ELAPOR1 ELF3 ELL3 ELMO3 EMP2 ENPP5 ENSA ENSG00000280119 ENTPD2 EOLA1 EPB41L4A EPB41L5 EPCAM EPHA1 EPHB3 EPN3 EPPK1 EPS8L1 ERBB2 ERBB3 ERP29 ESR1 ESRP1 ESRP2 EXPH5 F11R FA2H FAAH FAM110A FAM174B FAM83H FANCF FBP1 FCSK FEM1B FGD3 FKBP4 FLAD1 FOXA1 FRAT2 FREM2 FUT1 FXYD3 GALNT6 GAREM1 GATA3 GGCT GGT6 GOLT1A GPD1L GPR157 GPR160 GPR89B GRAMD4 GRB7 GRHL1 GRHL2 GRHL2-DT GSPT1 GSTO2 H2AC18 H2AJ HID1 HILPDA HIP1R HOOK1 HOOK2 ICA1 IDH2 IFT20 IGFBP2 INHBB INPP5J IQCE IRF6 IRX5 ISG20L2 ITPK1 JMJD8 JTB JUP KATNIP KDM7A KIAA0040 KIAA0319L KIFC2 KLHL28 KRT19 KRT23 LAD1 LIMK2 LLGL2 LMTK3 LNX1 LSR LYPD3 MACC1 MAL2 MAP7 MARVELD2 MARVELD3 MB MCCC2 MCF2L MCRIP2 MED28 MEGF9 MGAT4A MGMT MINDY1 MIR29B2 MKNK2 MLPH MMEL1 MPP7 MPZL3 MREG MRFAP1L1 MRFAP1L2 MRPL41 MSX2 MUC1 MUCL1 MYB MYH14 MYLIP MYO1D MYO5B MYO5C MYO6 NEBL NECTIN4 NHERF1 NHSL3 NME3 NOL3 NPDC1 NR2F6 OCLN OVOL1 OVOL2 P4HTM PADI2 PAGR1 PAQR4 PATJ PATZ1 PCDH1 PCK2 PDCD4 PDXDC1 PER2 PEX11B PGAP2 PGAP3 PIP4K2C PKP3 PLA2G12A PLCH1 PLEKHA6 PLEKHF2 PLXNA3 PLXNB1 PPCS PPDPF PPFIBP2 PPM1H PPP1R16A PPP1R3D PPP2R5A PREX1 PRKD2 PRLR PRODH PROM2 PRR15 PRR15L PRRG4 PRSS8 PTPN6 PWWP2B RAB11FIP4 RAB17 RAB25 RAB27B RAB3D RAB40C RAB5B RABEP2 RALGPS1 RASEF RBM47 REEP5 RERG RGL2 RHBDF1 RHOB RHOH RHPN1 RIPOR3 RMND5B RNF103 RNF144B ROGDI RPS6KA5 RSPH1 RTL10 RUSC1 S100A14 S100A8 S100P SCAMP2 SCYL3 SELENBP1 SELENOP SEMA3F SEMA4A SEPHS2 SERF2 SERINC2 SETD6 SFI1 SH2D3A SH3YL1 SHANK2 SIDT1 SIGIRR SLC16A14 SLC25A29 SLC29A2 SLC35A1 SLC37A1 SLC44A2 SLC52A3 SLC7A8 SMPDL3B SORL1 SOX13 SPATA2L SPDEF SPINT1 SPINT1-AS1 SPINT2 SPOPL SPTBN2 SPTLC2 SSBP2 SSH3 SSR4 ST14 ST6GALNAC2 STARD10 SUCO SULT2B1 SUN1 SUOX SUSD6 SYCP2 SYMPK SYNE4 SYNGR1 SYNGR2 SYT7 SYTL1 TADA2B TBC1D30 TC2N TENT5C TFF1 TFF3 TJP3 TLE3 TM7SF2 TMBIM4 TMBIM6 TMC4 TMED3 TMEM125 TMEM134 TMEM183A TMEM184A TMEM191A TMEM229B TMEM241 TMEM268 TMEM276 TMEM30B TMEM41A TMEM45B TMEM79 TMPRSS13 TMPRSS2 TMT1A TNK2 TNKS1BP1 TOB1 TOP6BL TOX3 TP53TG1 TPD52L1 TRAF4 TRAPPC6A TRIB3 TRIL TRIM3 TRPM4 TRPS1 TSC22D3 TSPAN1 TSPAN13 TSTD1 TTC39A TTC9 TUFT1 UBQLN4 ULK1 ULK3 USP18 VAV3 VIPR1 VPS45 VRK3 WFS1 ZBTB42 ZBTB7B ZCCHC8 ZG16B ZHX2 ZKSCAN1 ZNF165 ZNF24 ZNF385A ZNF467 ZNF74 ZXDC CHASSOT_SKIN_WOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHASSOT_SKIN_WOUND EGR1 EGR2 EGR3 FOS FOSB JUN JUNB KLF2 REL CHAUHAN_RESPONSE_TO_METHOXYESTRADIOL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHAUHAN_RESPONSE_TO_METHOXYESTRADIOL_DN ADD1 ADM AP1S2 AP3S1 ARHGDIB ARL6IP1 ARPC5 ATP5MF ATP5PO ATP6V1F B2M BTF3 BTG1 BTG2 CAPNS1 CCL3 CD164 CD48 CD74 COPE COX6A1 CSNK1E CTBP1 CTDNEP1 CYFIP2 DDOST DDX17 EEF1A1 EIF3F EIF3K EIF3M EIF4B ENO2 ENSG00000291006 ERP29 FDPS FOXO3 GGT1 GNAS H2AZ1 H3P37 H4C3 HADH HCLS1 HERPUD1 HLA-G HSP90AB1 HSP90B1 IDH2 IL2RG LGALS1 LITAF LSP1 LTA4H MAN2A1 MARCKS MCL1 MDH1 MKI67 MORF4L2 MXI1 NAP1L1 NCSTN NME4 NPC2 NRDC NUCB1 PABPC1 PCBP2 PCP4 PDLIM1 PGK1 PHB2 PIM2 PKM PTPN6 RAF1 RASA4 RPL12 S100A10 SEC61G SLC1A4 SLC25A6 SPCS2 TAPBP TLN1 TMSB10 TMSB4X TMT1A TNFAIP3 TPP1 TRBC2 TUBB2A TUBBP1 UBA1 UBC UBE2I UBE2J1 UBE2S UGT2B15 VAMP2 VIM WBP2 XBP1 YWHAB ZFP36L2 CHAUHAN_RESPONSE_TO_METHOXYESTRADIOL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHAUHAN_RESPONSE_TO_METHOXYESTRADIOL_UP AARS1 AHSA1 ASNS ATF4 C1QL1 CARS1 CBX6 CCNB1 CHMP7 CIRBP CKB CKS2 COX7B CRYBB1 DENND2B DNAJA1 DUSP10 EIF5AL1 GARS1 GPR161 HDGF HMGN2 HSP90AA1 HSPA8 ITGB5 MYC NBPF14 NME1 PMM2 PPIL2 PRODH PSMD1 PTTG1 RBM3 RBPMS SLC3A2 SLC7A5 SNRPD3 SRM SRSF2 SRSF6 TARDBP TIMM44 TRBC2 UBE2G2 UBE2L3 UBE2M UBE2S WNT11 YARS1 CHEBOTAEV_GR_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEBOTAEV_GR_TARGETS_DN AMY2A ANKRD6 AR ARSI ATP6V1C2 ATP8A1 BCL2L15 C11orf65 C2 CA8 CACNB4 CALHM5 CFB CH25H CHIC1 CHSY3 CLEC11A CNN2 CNTN1 COL1A2 COTL1 CPE CPEB1 CRISPLD2 CXCL12 DAB1 DMPK DNAJC6 DPY19L1 EFEMP2 ELAVL2 FCGBP FGGY FKBP10 FKBP14 FLRT2 GBP7 GDNF GFRA2 GNA14 GPAT3 GPHA2 GPM6B GPRASP2 GSTA1 GUCA2A HSD17B13 HTR1B IGDCC4 IGFBP3 IGFBP5 IL2RG IRF4 JAZF1 KCTD4 KLHL10 LIMCH1 LOXL1 LRP4 LRRN3 MEI4 MINAR2 MME MOB3B MYEF2 MYL9 NEXN NPTX1 NRCAM NRXN3 PALLD PCDHB5 PDLIM3 PDZRN4 PFN2 PHLDB2 PKIA PLA2G4A PLAT PLCXD2 PPP1R3C PPP2R3A PRKD1 PTGER4 PTPN14 RASA3 RHOBTB3 RSAD1 RSPO3 RTN2 S100A3 SAMD12 SARDH SH3KBP1 SIPA1L3 SLC14A1 SLC38A4 SLC39A10 SMARCA1 SMIM22 SORCS3 SOX21 STAG3 STBD1 SVIP SYNE1 SYT9 TAFA5 TCEA3 TGFB2 THBS2 TLCD4 TMEM255A TNFRSF11B TRDC TSC22D1 TSLP TUBA8 USP18 VAV3 VWA1 ZFP36L1 ZNF704 ZSCAN18 CHEBOTAEV_GR_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEBOTAEV_GR_TARGETS_UP ABCG2 ACOT6 ADD3 ANAPC16 ASB7 ATP1A1 BCL2L11 BEST2 CCDC71L CCSER1 CHD9 CMAHP COL19A1 CPEB3 CYP27A1 DDIT4L DNM3 DOCK5 EDNRA EDNRB ENPP1 FKBP5 FXYD4 FZD1 GALNT15 GNMT GULP1 HPGD IFIT2 IL17RB IQGAP2 ITPR1 KCTD14 LAP3 LCORL MEGF6 MGAT4A MYB NDRG2 NR3C1 NRP1 NT5DC2 NTRK2 OLIG1 P4HA2 PARVA PDE9A PDGFRA PMM1 RAB11FIP5 RAMP3 RASSF9 RECK RRM2 SCNN1G SCRG1 SEMA6A SERPINB4 SLC26A6 SLC43A2 SPINK2 SPOCK2 ST6GAL1 STC2 SULF2 TESPA1 TFAP2E TGFB3 TMEM140 TNFRSF21 TRAK1 TRIB2 TSPAN13 TTC28 TTLL7 ZBTB16 ZNF90 CHEMELLO_SOLEUS_VS_EDL_MYOFIBERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEMELLO_SOLEUS_VS_EDL_MYOFIBERS_DN ACTN3 MYL7 PVALB SOS2 TNNC2 CHEMELLO_SOLEUS_VS_EDL_MYOFIBERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEMELLO_SOLEUS_VS_EDL_MYOFIBERS_UP ANKRD2 ATP2A1 CASQ1 CASQ2 CAVIN4 CRYAB CSRP3 FHL1 FHL2 HSPB1 ITGB1BP2 MYF5 MYL2 MYOT NFATC2 PDLIM1 SMPX SMTNL1 TPM2 XIRP1 CHEMNITZ_RESPONSE_TO_PROSTAGLANDIN_E2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEMNITZ_RESPONSE_TO_PROSTAGLANDIN_E2_DN ABHD11 ACAA2 ACSS2 ADAM10 ADAMTS9-AS1 ADCY9 ADGRA3 AGO3 AHI1-DT AHR AIF1L AKAP12 AKAP5 ALDH3A2 ANXA11 AOX1 AP1S3 AP5M1 AR ARHGEF16 ARL6IP6 ASRGL1 ASTN2 ATXN1L AXIN2 BBS12 BBS2 BBS4 BCAR1 BCL11A BCL7B BEND7 BICC1 BPHL C11orf52 C12orf75 C1orf210 C6 C6orf132 CACNB2 CAMTA1 CAPN1 CARF CASP9 CASTOR3P CCDC148 CCDC198 CCDC30 CCDC57 CCL28 CCND2 CCR9 CD200 CDC42BPG CDK6 CDKN1A CDS1 CFAP69 CHDH CHL1 CHL1-AS2 CKMT1B CLCF1 CLDN12 CLDN4 CLDN7 CLIC4 CLIC6 CLSTN1 CNKSR3 CNTN4 COBL CPVL-AS2 CRACDL CRYZ CTAGE9 CTSC CUX1 CXADR CYB5B CYB5D2 CYP4V2 DAZAP2 DBT DEGS2 DIRAS3 DLG1 DMTF1 DNAI4 DNAJA4 DNAJC1 DNAJC16 DPP4 DSG2 DYNC2LI1 DYNLT1 EDAR EDIL3 EDNRB EFCAB6 ELF3 ENSG00000269210 ENSG00000271858 ENSG00000290941 EPHA1 EPN2 EPS8L1 ERCC6L2-AS1 ESAM-AS1 EVC EXO5 EXOC4 EZR FAAH FAIM FAM110B FAM81B FARS2-AS1 FAT1 FBXL16 FGF14-AS2 FHDC1 FHL1 FMO5 FNDC3A FOXC1 FOXP2 FOXP4 FREM2 FUT3 FUT6 FZD1 GALNT11 GALNT3 GATAD1 GATM GBA3 GIPC2 GIRGL GK5 GLB1L GLOD4 GLUD1 GMDS GOLGA6GP GORASP1 GPBP1L1 GPC6 GPRC5C GRHL1 GTF2I HCG11 HOXA10-AS HRH1 HYDIN ICMT ID4 IFT140 IFT74 IL12RB2 IL17RB IL20RA ILDR1 INSYN1 IP6K2 IQCA1 IQCH IRX3 ITFG1 ITGB8 ITM2B JHY KAZN KCNJ15 KCNK5 KCNT2 KCTD16 KDF1 KIAA2013 KIF1B KIF1C KIF9 KITLG KLF3-AS1 KLF4 KLRK1-AS1 KRT7 LCN2 LIME1 LINC00899 LINC00963 LINC02888 LINC03014 LMF1 LMO7 LMTK2 LMTK3 LNP1 LRPAP1 LRRC19 LRRC57 LRRFIP2 LRRK2 LRRK2-DT LSM8 LYG1 LYPLAL1 MACC1 MAP7 MARVELD3 MCFD2 MED11 MET MIA2 MID1IP1 MINDY2 MIR17HG MIR31HG MITF MMP15 MON1B MRI1 MSI2 MSLN MUC12-AS1 MUC3A MYH8 MYL3 NAALADL2 NAPEPLD NBL1 NCBP3 NDFIP2 NEK4 NFAT5 NFATC2IP NFIA NFIB NKAIN3 NLRX1 NRXN3 NSUN5 NSUN7 NUS1 NUS1P3 OCLN OCLNP1 ODC1 OPN3 OR7E14P OSBPL10 OSCP1 P4HTM PAPPA PARP4 PAX2 PAX8 PCLO PDCD6IP PDF PDSS2 PGGHG PHACTR2 PHYHD1 PIGV PIK3C3 PITPNA PKHD1 PLAAT3 PLEKHA7 PLS1 POM121 PPFIBP1 PPIA PPL PPM1A PPT2 PRICKLE1 PRKAA2 PROM1 PRPSAP2 PRR15L PRSS8 PSMA5 PTCHD4 PTPRD PTPRK RAB3IP RBL2 RBM47 RBMS2 RBP4 RBPMS-AS1 RELN RETREG1 REV3L RGP1 RGS12 RHEX RND2 RPS6KA2 RSPH3 RUNDC3B RWDD1 SAMD13 SAPCD1-AS1 SATB2 SATB2-AS1 SCHIP1 SCMH1 SCNN1A SDHAF3 SDR42E1 SEL1L3 SEMA5A SENP3 SERINC2 SERTAD4-AS1 SESTD1 SGCB SH3D19 SHH SHMT1 SIK2 SINHCAF SIPA1L1 SIRT5 SLC12A6 SLC22A2 SLC24A1 SLC2A13 SLC2A9 SLC35E2B SLC39A8 SLC44A4 SLC6A20 SLPI SMAGP SNORA74A SNTB2 SOSTDC1 SPAG6 SPATS2L SPEN-AS1 SPRYD3 SPSB3 SPTLC2 SPTLC3 SRGAP3 ST14 STAG3L3 STXBP6 SUMF2 SUN1 SYNE4 SYTL2 TAX1BP3 TBC1D5 TCAIM TGFBR3 TINAGL1 TJP2 TJP3 TM7SF3 TMC4 TMEM125 TMEM139 TMEM161B-DT TMEM245 TMEM252 TMEM43 TNFAIP1 TNFRSF10C TNFSF10 TNFSF13 TPK1 TPMT TRHDE-AS1 TRIL TRIM38 TRIOBP TSPAN1 TVP23B TXNIP UBB UBXN10 UPK1B VAPA VAPB VPS37D VTI1B VWA5A WDFY3 WDR48 WFDC2 WFDC5 WNT5A WSCD1 XPC ZBED5-AS1 ZBTB18 ZBTB20 ZFP3 ZMYND12 ZNF599 ZNF655 ZNF747-DT ZSCAN31 CHEMNITZ_RESPONSE_TO_PROSTAGLANDIN_E2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEMNITZ_RESPONSE_TO_PROSTAGLANDIN_E2_UP ADAM19 AFAP1L1 AFAP1L2 AKAP17A ANAPC1 ANK2 AP2S1 ARAP3 ASF1B ASMTL ASPM ATAD2 ATP6V1C1 AURKA BARD1 BIRC5 BOLA3 BPNT2 BRIP1 BUB1 BUB1B C19orf48P CCNB1 CCNB2 CDC45 CDC6 CDKN3 CENPE CENPF CENPU CHAF1A CHD1L CHMP7 CKS2 DDIAS DGAT1 DIPK1A DLGAP5 DNAJC18 DYSF EIF4EBP1 ERCC1 FAM171B FBXO17 FEZ1 FLT1 GEMIN5 GJC1 GMPS GRAMD1A GRINA GTSE1 HJURP HSPA9 IQGAP3 KIF20A KIF3C KNL1 KPTN KSR1 LARP1 LINC00839 LMNB1 LRRC8C MAP3K20 MCM4 MICALL1 MKI67 MLLT11 MTA3 MTHFD2 MZT2A MZT2B NCAPG NCAPH NECAB3 NES NOP16 NPM1 NSMAF NUP210 NUSAP1 OLFML2A PAICS PCBD1 PCGF1 PCLAF PEA15 PIMREG PIP4P2 POLR3D PRAF2 PRC1 PRR11 PTP4A3 PTTG1 PWWP2A RAB15 RAPGEF4 RBIS RFTN1 RIOX2 RNASEH2A RPIA RPL8 RPS9 RRM2 SAE1 SCNM1 SGO2 SH3KBP1 SHMT2 SKA3 SLC16A1 SLC16A1-AS1 SLC35G2 SLC39A14 SLC7A1 SMC4 SNRPA SPAG5 SPDL1 ST3GAL5 STAMBPL1 TFAP2A-AS1 TGFB1I1 TGS1 TK1 TNFRSF9 TOP2A TPD52 TPX2 TRIM28 TTK TTLL6 UAP1 UBE2C UBE2S UHRF1 URB1 WDFY2 WDR76 XPOT ZGRF1 ZNF37BP CHENG_IMPRINTED_BY_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHENG_IMPRINTED_BY_ESTRADIOL A1BG A1BG-AS1 ARPP21 AURKA BMP7 BRD1 C22orf23 CEP44 CERS1 CHDH CLASP1 CLK3 CLUH CSTF1 CTNNA2 DDX50 DDX56 DGKG DLL4 DUSP5P1 EGR2 EMSY ERBIN ESRP2 F7 FANCF FBXL18 FBXO8 FEM1A FZD1 FZD8 GDF1 GLB1 GOLT1B GPR50 GSC HNRNPL HOXA1 HS6ST2 HYCC1 IL17RB IRAK2 KARS1 KIAA0408 LAMA5 LCMT1 LDB3 LHX6 LPAR5 LPIN1 LRR1 LRRC45 LRRTM1 MAD1L1 MAP2K2 METTL3 MEX3B MRPS2 MTCL3 MXI1 NDUFA4L2 OS9 OTX1 PAPSS2 PDE9A PDZD4 PIM2 PITX1 POLR2F PRDM12 PRX PTPRG RAC3 RALBP1 RB1 RBSN RECQL RNF150 RPRM RUNX3 SCD5 SLC25A19 SOSTDC1 SPINDOC SPTBN1 TBX5 TBXA2R TDG TERF2IP TFAP2C THRB TMCO1 TMEM102 TMPPE TOR4A TP53RK TRIM42 TTBK2 UBAC2 VPS13B WDR1 WNT5A YBX1 ZBED4 ZFP36L1 ZNF384 ZNF420 ZNF467 ZNF496 ZNF687 CHENG_RESPONSE_TO_NICKEL_ACETATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHENG_RESPONSE_TO_NICKEL_ACETATE ABCC3 ACO1 ACTR2 APP ATP1B1 CD68 CEBPD CLN6 CP CSNK2B DHRSX EIF2D ERI3 FAIM2 FCMR GDI2 GTF2A2 H19 HSP90AA1 HSPE1 JUN LRRC37BP1 MAP1B MS4A6A PI4K2B PNPLA2 POLR2C POLR2E PSMD5 RAB1A RABGGTB RBBP8 RNF13 SH3BP5-AS1 SLA ST13 TCF7L2 TF TIAL1 TLK2 TRAP1 TXNDC12 URGCP USP16 ZNF3 CHENG_TAF7L_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHENG_TAF7L_TARGETS AZIN2 CPA6 FSCN1 MACIR SFMBT2 TENT5B CHEN_ETV5_TARGETS_SERTOLI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_ETV5_TARGETS_SERTOLI ANGPTL2 ARID3B ARSB C1QB CCL15 CCL7 CD36 CD53 CEMIP CLEC7A CXCL12 CXCL6 ELAVL2 FCGR2A FCGR2B GCG GPNMB IGFBP4 IL6 KIDINS220 MMP12 MS4A6A PLEK THBD XIST CHEN_ETV5_TARGETS_TESTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_ETV5_TARGETS_TESTIS AK4 CCNB1IP1 CCNE2 CDCA7 CDK2 CRABP1 DAZL DCK DDX10 DMC1 HAUS6 HELLS MAD2L1 MCM2 MKI67 NFYB PACRGL RAD51 RBL1 RBMY1B RNF227 SOX3 STRA8 TGFBR1 TKTL1 CHEN_HOXA5_TARGETS_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_HOXA5_TARGETS_6HR_DN CD24 FAM200C FJX1 NPTXR PRPF31 TUBA1A CHEN_HOXA5_TARGETS_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_HOXA5_TARGETS_6HR_UP CXCL8 EGR1 GADD45B IER2 KLF10 SAT1 SNAI2 TIPARP ZNF20 ZNF35 CHEN_HOXA5_TARGETS_9HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_HOXA5_TARGETS_9HR_DN AKAP1 ANP32A ANPEP AP1S1 CBX6 CKAP4 COA3 DDT EHD2 FEN1 FJX1 FZD2 G6PC3 GEMIN4 GLG1 GM2A H2AX HMGB3 INO80B KDELR1 LOXL1 LPCAT1 MARCKS MAT2A MYL9 PAGR1 PCDHGC3 PLPP2 PRR16 RTL8C SERPINH1 SKP2 SLC29A1 ST6GALNAC4 SV2A SYNE3 SYNGR2 TMEM97 TOMM22 TRIM34 UBTF WNT5B CHEN_HOXA5_TARGETS_9HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_HOXA5_TARGETS_9HR_UP ADNP ADPRM AFG2B AKAP10 AKIRIN1 ALG13 ARID4B ARIH1 ASNS ATAD2B ATF3 AVL9 BACH1 BCL10 BDKRB1 BIRC2 BIRC3 BMAL1 BTN2A1 C21orf91 C2orf42 CAB39 CARS1 CASP3 CCNL1 CCNT2 CDK17 CDK7 CDKN2AIP CEBPB CEBPG CENPC CEP76 CHAC1 CHD9 CLEC4A CLK1 CLK4 CNOT2 CNOT4 CREB5 CREM CROCCP2 CRY1 CTH CXCL8 DAAM1 DCLRE1C DLX2 DMTF1 DNAJC2 DPP8 DUSP5 DUSP6 DUSP8 EDRF1 EGR1 EIF5 ETS2 F3 FAM13B FAM53C FBXO38 FEM1C FNBP4 FOS FOSB FOSL2 FOXO3 GABARAPL1 GAD1 GADD45B GEM GPATCH2 HLX HRH1 IER2 IFI16 IFRD1 ING3 INTS6 IP6K2 IRF7 JMJD1C JUN JUNB KDM3A KHDC4 KIF18A KIN KLF10 KLF5 KLF6 KMT5B KRCC1 LIF LIG4 LINS1 LRIF1 MAFF MARCHF7 MARK3 MCL1 MORC3 MTHFD2L NCOA3 NEDD9 NEK1 NEMF NFIL3 NFKBIA NFKBIE NOC3L NRBF2 NUP58 ODR4 PELI1 PGS1 PIBF1 PLG PMAIP1 PNRC2 POLR3F PPIG PPP1R12A PPWD1 PRKRIP1 PRPF3 PRPF38B PSPC1 PTBP2 PTGS2 PTPN2 PYROXD1 RABGGTB RBBP6 RBM15 RBM39 RBM5 RCAN1 RCHY1 RELB RIC8B RIPK2 RLF RNF111 RSRC2 RYBP SAT1 SCG5 SCYL3 SEC24A SETDB1 SFPQ SLTM SMCHD1 SNAI2 SNX16 SNX5 SOX30 SREK1 SRSF10 STC2 STRN3 SUPT20H TAF1A TAF1D TAF2 TANK TBC1D31 TBK1 TBX3 TDG THAP9-AS1 THSD1 THUMPD2 TIPARP TLK2 TMEFF1 TNFAIP3 TNFRSF10B TNFRSF9 TPTE TRPC1 TSC22D1 TSC22D2 TUFT1 TUT7 UIMC1 VCPKMT VEGFA WAC YY1AP1 ZCCHC10 ZCCHC8 ZNF107 ZNF112 ZNF131 ZNF136 ZNF14 ZNF155 ZNF165 ZNF180 ZNF184 ZNF195 ZNF20 ZNF222 ZNF227 ZNF23 ZNF267 ZNF274 ZNF280D ZNF3 ZNF331 ZNF426 ZNF432 ZNF44 ZNF45 ZNF451 ZNF468 ZNF557 ZSCAN16 ZZZ3 CHEN_LIVER_METABOLISM_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_LIVER_METABOLISM_QTL_CIS ACTR3 ADAMTS4 AGXT APCS APOA2 B4GALT3 BPNT1 C1orf115 C1orf53 C2orf76 CAPN10 CD244 CD48 CDH19 CENPL CEP170 CFAP126 CFHR1 COPA CRYZL2P CYB5R1 DARS2 DBI DCAF8 DDR2 DUSP12 DUSP23 F11R FAM20B FCER1G FCGR2B FMN2 FMO1 FMO4 GAS5 GLRX2 GREM2 HES6 HSD17B7 IARS2 IFI16 IGSF8 INSIG2 ITLN1 IVNS1ABP KLHDC9 KMO LAD1 LRRFIP1 MAB21L4 MARCO MLPH MRPS14 MTARC1 NAV1 NENF NIT1 NME7 ODR4 PCP4L1 PIGM PIGN PLXNA2 PPFIA4 PPOX PRG4 PTPRVP RAB17 RAB3GAP1 RABGAP1L RGS18 RGS5 RGS7 RPS6KC1 SCLY SDHC SLAMF6 SLC30A1 SLC35F5 SMYD2 SNED1 SOAT1 SPTA1 TATDN3 TLR5 TMEM183A TMEM37 TOR1AIP1 TSEN15 TSTD1 UAP1 UCHL5 USF1 VPS4B ZRANB3 CHEN_LUNG_CANCER_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_LUNG_CANCER_SURVIVAL ACTB ACTG1 ANXA1 ANXA8 ATP5F1D CALU EPHX1 FGF4 GFAP GRK4 GSTP1 HPRT1 HSPA5 KRT1 KRT19 KRT7 KRT8 MYCN P4HB PDIA5 PEBP1 PGAM1 PGK1 PKM PLCB3 RAB14 SERPINA1 SOD2 CHEN_LVAD_SUPPORT_OF_FAILING_HEART_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_LVAD_SUPPORT_OF_FAILING_HEART_DN APLNR ATP1A3 B3GALNT1 B3GALT2 C6 CACNB2 CCL2 CCL21 CD14 CLCN3 CRYM CTSB CXCL12 F5 G0S2 GIMAP4 GJA1 GPR22 HBB HEY2 IDH1 IFIT1 JAM2 KCNJ8 LEPROTL1 MARCKS NKX2-5 NRP1 PDE4B PDE4D PFKFB2 PLAU PPP1R3C PTGER4 PTGIS RRAD S100A8 SLC5A3 TGFBI TM4SF1 TNFSF10 ZDHHC11 CHEN_LVAD_SUPPORT_OF_FAILING_HEART_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_LVAD_SUPPORT_OF_FAILING_HEART_UP ACTA1 AGTR1 AMD1 ANKRD1 ANKRD2 AOPEP AREG ATF3 BCL6 BTG2 CALD1 CCN1 CCN2 CCNB1IP1 CD163 CDC37L1 CDC42EP4 CDKN1A CEBPB CEBPD CHST3 CLU CNN1 CSDC2 CYP4B1 DDAH1 DDIT4 DEPP1 DIXDC1 DNAJB5 DOCK9 ELF1 FHL1 FKBP5 FLNC FNDC3B FOSL2 FOXO3 FSTL3 GADD45B GADD45G GLUL HYAL2 IER5 INSR IRS2 JUN KCNK1 KLF2 KLF9 LAMB1 MAPRE2 MCL1 MFAP4 MT1E MT1F MT1H MT1M MT1X MT2A MTHFD2 MYOM1 MYOT NCKIPSD NES NFIL3 NFKBIA NID1 PDK4 PER1 PIK3R1 PLA2G5 PLIN2 PLPP1 POSTN RERE REV1 RGCC RND3 RNF115 RRAS2 SERPINE1 SH3BGR SLC38A2 SLCO4A1 SNAI2 SYNPO2L TCAP TIMP3 TIMP4 TIPARP TMEM204 TMT1A TSC22D3 TXNIP VCL XK ZBTB16 ZBTB20 ZFAND5 ZFP36 ZNF189 CHEN_METABOLIC_SYNDROM_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_METABOLIC_SYNDROM_NETWORK AAK1 ABCA5 ABCB4 ABCC4 ABCC5 ABCG1 ABHD12 ABI2 ABI3 ABL2 ABR ACE ACER3 ACOT9 ACP2 ACSS1 ACTBL2 ACTG1 ACTL6B ACTR3 ACVRL1 ACY1 ADAM19 ADAM8 ADAMTS2 ADAMTS3 ADAP2 ADCY6 ADCY7 ADGRE1 ADGRE5 ADPRH ADSS1 AFAP1L2 AGMAT AGPAT4 AHCY AIF1 AIRN AJAP1 AJUBA AK1 AK8 AKNA AKR1A1 AKR1B10 ALDH18A1 ALDH1B1 ALDH3B1 ALOX5AP AMZ1 ANAPC13 ANG ANKEF1 ANKFY1 ANKRD33B ANO6 ANPEP ANTXR1 ANXA2 ANXA3 ANXA4 ANXA5 AOPEP AP2M1 APBB1IP APH1B APOBEC1 APOBEC3B ARAP1 ARHGAP10 ARHGAP15 ARHGAP18 ARHGAP22 ARHGAP25 ARHGAP4 ARHGAP45 ARHGAP9 ARHGDIA ARHGDIB ARID3A ARL11 ARL5C ARMC2 ARMC3 ARMC7 ARMCX2 ARPC1B ARPC2 ARPC4 ARPC5 ARRB2 ART4 ASAH1 ASF1B ASGR1 ASL ATAD2 ATF3 ATP13A2 ATP1A3 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0D2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP8B2 AUTS2 AVPR1A AZIN1 B4GALT2 B4GALT6 B4GALT7 BACH1 BATF BATF2 BATF3 BCL10 BCL2A1 BCL2L13 BCS1L BEX3 BFAR BGN BICC1 BIN3 BIRC5 BIRC7 BLNK BLVRA BLVRB BMP8B BMPER BST1 BTC BTG3 C11orf86 C16orf90 C19orf38 C19orf47 C1QB C1QC C1orf54 C3AR1 C3orf52 C3orf80 C5 C6orf62 C8B C8G CA13 CA2 CACHD1 CACNB3 CADM1 CADPS2 CALHM2 CALM3 CALR CAMKK1 CAPG CAPN2 CAPNS2 CARD11 CARD19 CASP1 CASP12 CASP2 CAVIN1 CBFB CBR3 CBX6 CCDC102A CCDC120 CCDC148 CCDC3 CCDC80 CCL15 CCL23 CCL3 CCL4 CCL7 CCN4 CCNA2 CCR5 CCRL2 CD14 CD160 CD180 CD200R1 CD22 CD244 CD274 CD276 CD300A CD34 CD36 CD37 CD38 CD3E CD44 CD48 CD53 CD5L CD63 CD68 CD72 CD74 CD83 CD84 CD86 CD9 CDC42 CDC7 CDCA3 CDCP2 CDH3 CDK15 CDK18 CDKN2C CDS1 CDT1 CENPA CERCAM CERS5 CERS6 CES1 CFAP45 CFAP96 CFL1 CFP CH25H CHCHD6 CHCHD7 CHST12 CHST14 CHSY1 CHTF18 CIDEA CIDEC CKLF CLBA1 CLCN5 CLCNKB CLDN22 CLEC10A CLEC1B CLEC4A CLEC4D CLEC7A CLIC1 CLN8 CLSPN CMAS CMTM3 CNDP2 CNMD CNR2 CNRIP1 COL14A1 COL16A1 COL1A1 COL1A2 COL4A1 COL5A1 COL5A2 COL6A1 COL6A3 COL8A1 COLEC12 COLGALT1 COMMD10 COMTD1 CORO1A COTL1 CPNE9 CPXM1 CRAT CREG1 CRLF3 CSF1R CSF2RA CSF2RB CSF3R CSTB CTC1 CTPS1 CTSB CTSD CTSH CTSK CTSS CTTNBP2NL CXCL14 CXCL16 CXCL3 CYBA CYBB CYBC1 CYFIP1 CYGB CYP2C19 CYP2D6 CYP2E1 CYP4F2 CYP4F3 CYP4F8 CYRIB CYSTM1 CYTH4 CYTIP DAPP1 DBH DCDC2C DCK DCXR DDAH2 DDT DDX31 DENND1C DENND4B DGCR2 DIAPH3 DLG3 DNA2 DNAJB11 DNASE1L1 DNMT1 DNMT3A DOCK10 DOCK11 DOCK2 DOCK8 DOK2 DOK3 DPEP2 DPP7 DPYSL3 DRAM1 DROSHA DSE DUOXA1 DUSP10 DUSP18 DUSP5 DYNLL1 DYSF E2F8 EAF1 EBI3 EBP ECI2 ECSCR EFEMP2 EGR2 EHD2 EHD4 ELF3 ELOVL1 EMILIN1 EML1 EMP3 ENAH ENDOD1 ENTPD1 ENTPD2 EPB41 EPB41L2 EPB41L3 EPS8 EPSTI1 ERMP1 ESPL1 ETFB EVA1A EVI2A EVL EXOC3L4 F10 F11 F13A1 F2RL1 F7 FABP7 FADS3 FAM111A FAM131A FAM131B FAM216A FAM83A FAM83F FAR1 FBLN2 FBLN5 FBLN7 FBN1 FBXO25 FBXO32 FCER1G FCGR1A FCGR2A FCGR3A FEN1 FERMT3 FES FETUB FGD6 FHL1 FHL2 FILIP1L FITM1 FKBP10 FKBP1A FKBP1B FLAD1 FLNA FLRT2 FLT3 FMC1 FMN1 FMNL3 FMOD FN3K FOS FOXP1 FOXS1 FRAT1 FRMD4A FRMD6 FRRS1 FRZB FSCN1 FSHR FSTL4 FUCA2 FUT7 FXYD5 FZD5 GADD45B GAL3ST1 GALNS GALNT3 GAS2L1 GAS8 GASK1B GATA6 GATM GBA1 GCH1 GCNT1 GDF10 GDF3 GDPD1 GFRA4 GGT5 GIPC2 GJB1 GLB1 GLIPR1 GLRX GMFG GMIP GMNN GNB1 GNB3 GNE GNG12 GNMT GNS GPAT3 GPATCH2 GPATCH3 GPLD1 GPM6B GPNMB GPR137 GPR137B GPR179 GPR65 GPSM3 GPX7 GPX8 GRN GSAP GSDMD GSN GSS GSTA2 GSTM1 GUSB HAAO HACD4 HAGH HAL HAUS8 HAVCR2 HBS1L HCLS1 HCST HEATR1 HEPH HEXA HEXB HEY1 HIC1 HILPDA HK2 HK3 HLA-DMB HLA-DQA1 HLA-G HMCES HMGA1 HMOX2 HOMER3 HOXB2 HOXD4 HPCAL1 HPGDS HSD3B1 HTR2B HTRA1 HTRA2 HTRA3 HVCN1 HYCC1 ICA1 ICOSLG IER5 IFI16 IFI27 IFI30 IFIT2 IFIT3 IFNAR1 IFNAR2 IFNGR1 IGFALS IGFBP2 IGSF6 IGSF8 IKBKE IL10RA IL10RB IL11RA IL17RD IL18BP IL1RL1 IL33 INIP INPP5D IQGAP2 IRAG2 IRF5 IRF8 ITGAD ITGAL ITGAX ITGB2 ITGBL1 ITM2C ITPR3 ITPRID2 JTB JUN KCNE3 KCNK13 KCNN2 KCNN4 KCTD10 KCTD17 KIF1C KIF22 KLC4 KLF1 KLHL6 KLKB1 KNG1 KRT18 KRT8 KRTAP19-8 KYAT1 L1CAM LACC1 LACTB LAIR1 LAMA2 LAMP2 LAPTM5 LASP1 LAT2 LAYN LCE3B LCP1 LCP2 LDHB LDLRAP1 LGALS1 LGALS3 LGALS3BP LGI2 LGMN LGR4 LHFPL6 LILRA4 LILRB3 LILRB4 LIPA LIPC LITAF LMNA LMO2 LONRF3 LOX LOXL1 LOXL2 LPCAT2 LPL LPXN LRCOL1 LRIG1 LRP12 LRRC25 LRRC27 LRRC39 LRRC52 LRSAM1 LTBP1 LTBP2 LTBP3 LUM LXN LY86 LYL1 LYN LYZ MACIR MAFB MAGED2 MAGIX MAN1C1 MAN2B1 MANBA MAP3K15 MAP3K20 MAP3K8 MAP4 MAPK7 MATN2 MCL1 MCM3 MCM5 MCMBP MCOLN2 MCUB MDFI ME2 MED11 MEFV MELTF METRNL MFAP2 MFGE8 MFHAS1 MFRP MICAL2 MICU2 MILR1 MLANA MMP12 MMP13 MMP19 MMP2 MMP23B MMP27 MMP3 MOCOS MOGAT1 MPEG1 MPND MPV17L MRC1 MRE11 MS4A6A MS4A7 MSANTD3 MSC MSR1 MSX2 MT3 MTFP1 MTHFD1 MTHFD2 MTHFD2L MTHFS MTMR11 MTPN MTRFR MXRA8 MYADM MYL12B MYO1E MYO1F MYO5A MYO9B MYOF MYZAP MZT2A NAGK NAIP NANS NAP1L1 NAT8B NCF2 NCF4 NCKAP1L NDRG2 NECAB1 NEDD9 NEURL2 NFAM1 NFE2L2 NFKB2 NIBAN1 NIBAN2 NID1 NIN NINJ1 NIPAL3 NLGN2 NLRC3 NLRC4 NLRP10 NLRP6 NOL4L NOSTRIN NPC2 NPDC1 NPL NQO1 NRBP2 NRG1 NRP2 NRROS NUMBL OACYLP OAS1 OASL OASL2P OBI1 OBSL1 OIT3 OLFML3 OLIG2 OLR1 OPN3 OR4D6 OR51M1 OR56B4 OR5P2 OSBPL3 OSBPL8 OSTF1 OTULINL OXCT1 P2RX4 P2RY13 P2RY14 P2RY6 P3H2 P3H3 PACC1 PACSIN3 PADI2 PALB2 PAM PANX1 PARP8 PAWR PBLD PCDHB16 PCDHB18P PCGF3 PCNA PCOLCE PDE3B PDGFRB PDGFRL PDLIM4 PEA15 PECR PEDS1 PF4 PFKP PGM1 PGS1 PHF11 PHLDB1 PHYH PI4K2A PICALM PIF1 PIK3AP1 PIK3IP1 PILRA PILRB PIMREG PIP4K2A PIP4P2 PIP5KL1 PITPNM1 PKIB PKM PKMYT1 PLA2G4A PLA2G7 PLAC8 PLAT PLAUR PLB1 PLCD3 PLCG2 PLD3 PLD4 PLEK PLEKHA4 PLEKHB2 PLEKHM2 PLEKHN1 PLEKHO1 PLGRKT PLIN4 PLK2 PLSCR1 PLTP PLXDC1 PLXDC2 PLXNB2 PLXNB3 PLXNC1 PMAIP1 PMP22 POLD4 POSTN POU3F1 PPARG PPIB PPIC PPL PPM1H PPM1J PPM1L PPP1R14B PRAF2 PRCP PRICKLE1 PRKAG3 PRKCD PRKX PRMT2 PRODH PRODH2 PRR13 PRR5L PRRX2 PRUNE1 PSAP PSD PSMD8 PSRC1 PTCHD1 PTGER2 PTGIR PTGR2 PTK2B PTPN1 PTPN13 PTPN18 PTPN22 PTPN6 PTPRC PTPRE PTPRO PXMP2 PYCARD RAB11FIP5 RAB15 RAB19 RAB29 RAB2A RAB31 RAB34 RAB3IL1 RAB7B RAB8B RAC2 RALGDS RAP2B RASA1 RASA3 RASA4 RASGEF1A RASGEF1B RASSF1 RASSF4 RASSF5 RASSF8 RBMS3 RCN1 RCN3 RDH12 REEP4 RELB RENBP RFNG RFTN2 RGL1 RGS1 RGS10 RGS14 RGS18 RGS19 RGS2 RHBDF1 RHOC RHOH RHOJ RHOV RILPL2 RIN2 RINL RIPK3 RIPOR1 RIPOR3 RIPPLY3 RNASE3 RNASEH2B RNF122 RNF128 RNF149 RNF207 RNF217 RNH1 RPE65 RPIA RPS6KA2 RPS6KC1 RTL6 RUBCNL S100A11 S100A6 S100A8 S1PR2 S1PR5 SAMHD1 SAMSN1 SAT1 SCCPDH SCD SCIMP SCLY SCN11A SCNN1A SCPEP1 SDC2 SDCBP2 SDF2L1 SDR42E1 SEMA3B SEMA3G SEMA4D SEMA5A SEMA6D SERPINA1 SERPINA11 SERPINA2 SERPINB6 SERPINB9 SESN1 SESTD1 SGPL1 SH3BGRL3 SH3BP2 SHANK1 SHTN1 SIGLEC5 SIRPA SKP2 SLAMF6 SLAMF7 SLAMF8 SLAMF9 SLC11A1 SLC11A2 SLC15A3 SLC1A5 SLC22A7 SLC25A10 SLC25A23 SLC25A24 SLC25A36 SLC27A3 SLC27A5 SLC27A6 SLC2A10 SLC2A4 SLC2A6 SLC31A1 SLC35E4 SLC35F6 SLC37A2 SLC39A12 SLC39A6 SLC41A2 SLC43A1 SLC48A1 SLC4A11 SLC4A3 SLC4A7 SLC5A4 SLC66A2 SLC6A6 SLC6A8 SLC7A6 SLC7A8 SLC8A1 SLC9A9 SLCO2A1 SLCO2B1 SLCO3A1 SLK SLPI SMAP2 SMC1B SMIM5 SMOC2 SMOX SMPDL3A SMS SNN SNX1 SNX20 SNX24 SNX27 SNX5 SOAT1 SORT1 SP100 SPACA9 SPARC SPATA6 SPATS2L SPDL1 SPEG SPHK1 SPI1 SPIC SPIN2A SPMIP3 SPOUT1 SPRED1 SPRED2 SPRR1A SPSB2 SPTAN1 SPTLC2 SRD5A3 SRGN SRPX SRPX2 SRXN1 SS18L2 SSTR2 ST6GALNAC4 ST8SIA4 STAB1 STAMBPL1 STARD3 STAT4 STEAP1 STK10 STK17B STK24 STRA6LP STX4 STX7 STXBP1 STXBP2 STXBP3 STXBP5 SULF1 SURF1 SUSD3 SUSD4 SVEP1 SYBU SYK SYNGR1 SYNGR2 SYNGR4 SYNJ1 SYNPO SYP TAGLN2 TANC1 TAOK3 TAX1BP3 TBC1D1 TBC1D16 TBC1D9 TBPL1 TCEAL1 TCEAL5 TEC TEN1 TEP1 TFEC TGFB1I1 TGFB3 TGFBR2 THBS2 THEMIS2 TIFAB TK1 TLE4 TLR2 TLR4 TLR7 TM4SF4 TM6SF1 TMEM106A TMEM119 TMEM132A TMEM144 TMEM164 TMEM165 TMEM202 TMEM229B TMEM245 TMEM273 TMEM43 TMEM51 TMEM52B TMEM86A TMPRSS3 TMSB4X TNC TNF TNFAIP2 TNFAIP6 TNFAIP8 TNFRSF18 TNFSF13B TNIP1 TNIP2 TNIP3 TOM1 TONSL TOR2A TOR4A TPCN2 TPD52 TPH2 TPM3 TPST1 TRAF5 TRAM1L1 TREH TREM2 TRERF1 TREX1 TRIL TRIM32 TRIM5 TRIP13 TRMT9B TRPC4 TRPV2 TRUB2 TSPAN33 TSPAN6 TTC28 TTC39C TUBA1A TUBB TUBB2A TUBB4A TUBB6 TULP3 TWF2 TXNDC15 TXNRD1 TYRO3 TYROBP UBA7 UBASH3B UBD UBTD1 UBTD2 UCK2 UNC13D UNC5B UNC93B1 UPB1 USP12 USP20 USP43 VAMP4 VAMP8 VASN VAT1 VAV1 VCAM1 VCAN VIM VIPAS39 VOPP1 VSIR VTN WAS WASF1 WDFY4 WDR1 WDR91 WFDC3 WFS1 WLS WSB2 WT1 YIPF7 YWHAH ZBTB48 ZDHHC6 ZFAND2A ZFP90 ZFYVE26 ZNF385B ZNF503 ZNF521 ZRANB3 CHEN_NEUROBLASTOMA_COPY_NUMBER_GAINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_NEUROBLASTOMA_COPY_NUMBER_GAINS ACP1 ALK ARAP3 BRD9 CACNG3 CDH13 DFFB DUT EIPR1 FBN1 FGF7 GABPB2 GALK2 HDAC3 HDC HPCAL1 HSD17B2 IGF2 INS IRAG1 LYVE1 MYCN MYEOV MYT1L NAV2 NKD2 ODC1 PDIA6 PPWD1 RBBP6 RNASEH1 RNF141 RNF144A RPS7 SGTB SH3YL1 SLC27A2 STIM1 TAF1B TAF7 TERT TH TNRC6A TPO TRAPPC12 TRIM23 TRIP13 WWOX YPEL5 ZFHX3 CHEN_PDGF_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEN_PDGF_TARGETS ARID5B CSRNP1 EPHA2 GOT1 GPD2 JADE1 KLF2 KLF9 LMNA MCL1 MYO1E PLEKHA1 SCHIP1 SGPL1 SLC2A2 TIPARP UCK2 ZFAND5 CHEOK_RESPONSE_TO_HD_MTX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_HD_MTX_DN ABRAXAS2 ALDH5A1 AP1S2 ARF4 BNIP3L CEP170 CNOT8 CRYZ DYRK1A H3-3B HIC2 KATNB1 MAPK1IP1L NRXN2 NUP98 PARG RALBP1 SEC22B SOCS2 STRAP TGIF1 TOB2 ZBTB1 CHEOK_RESPONSE_TO_HD_MTX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_HD_MTX_UP ABLIM1 ANXA2 ARL4C ATM AZU1 BAX CTSG DEFA1 DEFA4 FLNA IGHA1 IL32 LYZ MPO MYLK NFKB2 OLFM4 S100A4 S100A8 S100A9 SLC1A4 TRBC1 TYROBP CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_HD_MTX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_HD_MTX_DN AATF ABCA2 AHCY CENPC CGRRF1 CLTB FAM216A FAM234B FCER2 KDM3B MPHOSPH9 NKG7 NPFF PFDN6 SACS SAP18 SART1 SERPINE2 SMCHD1 SREBF2 TGDS TGFBR2 UBE2G1 UCHL3 YTHDC2 CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_HD_MTX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_HD_MTX_UP PIK3R3 PLS1 POLR3C PTPRG TERF1 CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_LD_MTX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_LD_MTX_DN CDKL1 CDR2 CEACAM6 CHD1L CTSL ELANE FZD6 GCHFR GDF10 KIF3A L3MBTL1 LCN2 MAN2B2 MRE11 PIGA PRKCQ RCC1 S100A12 TCTN3 USP34 CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_LD_MTX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_AND_LD_MTX_UP EFR3A GALNT1 HTATSF1 MLLT10 MRPL33 PRKY RBM19 STK24 TM9SF2 YY1 CHEOK_RESPONSE_TO_MERCAPTOPURINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_DN APOBEC3B CA3 CIR1 CUL4B GSS HAT1 LAPTM4B LST1 MICA NFASC PMVK PRF1 RBBP8 RNASE6 SERPING1 SH3BP5 SOCS6 SORL1 SPOCK2 TK1 TRAC CHEOK_RESPONSE_TO_MERCAPTOPURINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHEOK_RESPONSE_TO_MERCAPTOPURINE_UP BYSL CBR4 CEP68 CKS2 EIF4A1 GABPB1 NME6 POLG2 SLC26A2 SNX2 TCEAL4 TP53 CHESLER_BRAIN_D6MIT150_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_D6MIT150_QTL_CIS A2M APOBEC1 ITPR1 PHC1 RHO SLC6A1 CHESLER_BRAIN_D6MIT150_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_D6MIT150_QTL_TRANS ADRA2B CALML5 CHRNG GAD1 HTR4 MAPK1 MAPK6 RELN SLC6A1 CHESLER_BRAIN_HIGHEST_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_HIGHEST_EXPRESSION A4GALT ACSL4 ACTB ANKRD13C ATP11A ATP13A3 ATP6V0B BAX BBLN CADPS CSRP1 DCTN3 DYNLL2 FOS GLO1 GNB1 GRIA2 HINT1 HNRNPA2B1 KCTD12 KIF5A KMT2E LIN7C MAP2 MARCHF7 MATR3 MOBP PLP1 PPID PPP1CB PRKCE PSMB5 RABAC1 SCN1A SNHG6 SP3 STEEP1 SYT1 UQCRB XIST ZRANB2 CHESLER_BRAIN_HIGHEST_GENETIC_VARIANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_HIGHEST_GENETIC_VARIANCE ACAA1 ACKR1 ALAD ALDH7A1 BCAT2 BCL2A1 C4orf3 C5orf34 CAP1 CCL21 COL4A1 CPSF2 FOLH1 GNB1 HJURP IGHM KCNJ9 MAP1B MEF2C MTIF2 MYOC NPM1 PAM PDXDC1 PHLDA1 PRDX2 PSTK PTTG1 RGS19 RPP14 SC5D SCG5 SNHG11 SNHG6 THUMPD1 TOX4 TULP3 USE1 VPS52 CHESLER_BRAIN_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_QTL_CIS ABHD14A ACAA1 ACKR1 AKAP1 ALAD ALDH7A1 ALDH9A1 BCAT2 C4orf3 C5orf34 CAP1 CCL21 CCND1 CCND2 CD6 COP1 CPSF2 DCAF8 EEF1AKMT1 FAM32A FOLH1 GLO1 GNB1 GRIN2B GRK5 HJURP IGHM KCNH1 KCNJ9 KRT12 MAPRE1 MRPL48 MTIF2 MYO7A NCS1 NPHP1 OCIAD1 PAM PDPN PDXDC1 PER3 PHLDA1 POU2F1 PPDPF PRDX2 PSMB6 PTTG1 RFK RGS16 RPP14 SC5D SCG5 SCOC SERPINA3 SLC15A2 SNHG11 SNHG6 SORL1 SPG21 SPOCK1 SRP9 SSBP4 SSPN TCEA1 THUMPD1 TOX4 TPBG TPM4 TUBGCP4 TULP3 USE1 USP38 VPS52 CHESLER_BRAIN_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHESLER_BRAIN_QTL_TRANS ATF5 CD59 MYH9 MYOC PITPNB TSPAN5 CHIANG_LIVER_CANCER_SUBCLASS_CTNNB1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_CTNNB1_DN ACP5 ACSL4 ADAMTS1 AEBP1 AIM2 AMIGO2 ARRDC4 ASPN ASRGL1 ATP2B2 BACE2 BASP1 BGN BMP2 C11orf96 C15orf48 C7 C9 CAPG CCDC80 CCL19 CCL20 CCL21 CD2 CD24 CD52 CDA CDH1 CHST11 CMTM3 CNGA1 COL1A1 COL1A2 COL3A1 COL5A1 COL6A3 COLEC11 CP CRP CTHRC1 CXCL12 CXCL16 CYBA CYFIP2 CYP2B7P CYP4F22 CYTIP DCPS DRAIC DUSP5 EFEMP1 EGR1 EGR2 EPHA1 ERICH5 ETS2 EVI2A F3 FBP1 FGFR2 FOXA3 FURIN GALNT7 GATA6 GCH1 GDA GEM GLDC GLIS3 GLS2 GLT1D1 GOT1 GPNMB GPR183 GPR88 HABP2 HAL HOMER1 HPGD HSD17B2 IGLL3P IGLV3-25 IL7R INHBE ISLR KCNT2 KCTD12 KLRB1 LGALS3 LGALS4 LOXL1 LSR LUM LURAP1L LXN MAD1L1 MAL2 MAP3K5 MCC MCUB MGLL MMD MMP9 MOXD1 MUC13 MXRA5 MYL9 MYO1E MYOM1 NAV2 NCALD PAG1 PAPLN PELI1 PGLYRP2 PKDCC PLBD1 PLTP PMP22 POU2AF1 PRG4 PTGDS RAB27A RAB27B RALGAPA2 RASGRP1 RCAN2 RDH12 RGS1 S100P SDSL SEL1L3 SELENOM SEMA6A SEPTIN6 SERPINB9 SERPINE1 SERPINE2 SLC12A2 SLC15A1 SLC16A14 SLC17A9 SLC22A15 SLC25A18 SLC2A9 SLC7A2 SLPI SOCS3 SPHK1 SRPX STAT4 SULF1 TBX15 THBS2 TIMP1 TIMP2 TMEM45A TNFAIP8 TNFSF13B TNFSF4 TPST1 TRNP1 UGCG VCAN VNN1 VNN2 WWC1 XK YBX3 ZNF83 CHIANG_LIVER_CANCER_SUBCLASS_CTNNB1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_CTNNB1_UP AADAC ABCB11 ABCG2 ABHD6 ACE2 ACSL5 ACSL6 ACSM3 ACSS3 ACTN2 ADH6 ADRB2 ALDH1L1 ALDH3A1 ALDH3A2 AMACR ANKFN1 AOX1 AQP11 AQP6 AQP9 AR ASAP2 ASPSCR1 AXIN2 BAMBI BHLHE40 BIK BMP4 BOK C1orf53 C20orf204 C3orf85 CAP2 CAVIN2 CCDC170 CD36 CDC14B CDK6 CLDN2 CORIN CPPED1 CRLS1 CST1 CTNNA2 CTNNBL1 CYP1A1 CYP2E1 CYP8B1 DCXR DNAJC12 DPP4 DSG1 DYNC1I1 EBPL ECM2 EPHB2 ESRRG EXPH5 FAM169A FAM3B FAM8A1 FAS FGF13 FIRRM FITM2 FRMD3 GFRA1 GLUL GLYAT GNAI1 GPAM GPHN GRHPR GRK3 GSTM2 H2AC8 HABP4 HEPACAM HHAT HIBADH HLF HOGA1 HPD HSD11B1 HSDL2 HTR2B IFT70A INSIG2 IRS1 IRX3 ITPR2 KCNJ8 KCNK1 LGR5 MAP3K8 MERTK MME MTHFD1 MYRIP NAGS NEK3 NKD1 NUBPL NUDT6 PAGE4 PANX1 PDK1 PDK4 PHLPP1 PHYHIPL PLAAT2 PLPPR1 PRAG1 PREB PRR5L PTPRG RAB11FIP2 RBP1 REG1A REG3A RHBG RHOBTB1 RTP3 RUNDC3B SALL1 SEC14L2 SELENBP1 SEPTIN4 SHLD2 SLC13A3 SLC16A1 SLC16A10 SLC16A11 SLC16A4 SLC17A1 SLC1A2 SLC22A11 SLC22A4 SLC25A30 SLC2A12 SLC47A1 SLC4A4 SLC5A6 SLC6A12 SLCO1B1 SMPX SNAI2 SPARCL1 SPRYD7 SRD5A2 SULT1B1 TAPT1-AS1 TBCK TBX3 TENM2 THBS4 TMEM100 TMEM150C TMEM245 TMEM64 TNFRSF19 TPRG1 TRIB2 TSPAN5 TTC9 TTPA UBXN10 UST VEGFD VLDLR WASHC3 YPEL1 ZNF385B ZNRF3 CHIANG_LIVER_CANCER_SUBCLASS_INTERFERON_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_INTERFERON_DN ACOX1 ADM AMACR ASPSCR1 ATP6V0E2 BTNL9 C3orf85 CCDC170 CDC14B CKB CRLS1 DAAM1 DNM1 ESM1 EXPH5 FADS1 FAM169A GABPB2 GRB10 HLF HSDL2 IGF2 KANSL1 LGR5 MLXIPL MME MOGAT1 NEK3 NKD1 NR2F1 ONECUT2 PAGE4 PHYHIPL PRAG1 PXYLP1 RHBG SLC13A3 SLC16A10 SLC16A11 SLC5A6 SLC6A8 TAPT1-AS1 TENM2 TMEM150C TNFRSF19 TRIB2 TRPM7 USP54 VWCE ZNF385B ZNF703 ZNRF3 CHIANG_LIVER_CANCER_SUBCLASS_INTERFERON_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_INTERFERON_UP ACSL4 ALOX5AP APOF CALCRL EVI2A FCGR2B FCGR3A GOT1 GPR65 HPGD IFI27 IFI6 ISG15 KCNT2 KLRB1 KMO MOXD1 MS4A4A NNMT PLA2G2A PRAMEF10 SERPINA7 SLC12A2 SLC38A4 STAT1 TDO2 CHIANG_LIVER_CANCER_SUBCLASS_POLYSOMY7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_POLYSOMY7_DN AACS AKR1B10 ASAP1 BAMBI CARD6 CERS6 DRAM1 FAM171A1 GNL3 GPX2 HOMER1 KLB MOB1B P2RX5 PAG1 PHACTR2 PLOD2 RBIS RCN1 RHOBTB1 ROBO1 SERPINB1 SLC16A7 SLC38A1 STOX2 CHIANG_LIVER_CANCER_SUBCLASS_POLYSOMY7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_POLYSOMY7_UP AADACP1 ABCB4 ADAMTS17 ADCY1 ADSS1 ANO1 ARMC6 AZGP1P2 CDHR3 CHAC1 CHN2 CIDEB CLDN14 CLDN15 CLDN3 COBL CROT CRYAA CYP2A6 CYP2A7 DAO DHRS1 ELAVL1 EPHA1 FBXO2 FCGRT FNDC5 FOLH1 GARNL3 GCGR GCK GLCCI1 GPR88 H2AZ2P1 HAAO HAPLN4 ICA1 IGFALS LAMB3 LINC01018 LRRC31 MAD1L1 MAGEB2 MAP1LC3A MFSD2A MNS1 MOGAT3 MPND MPPED1 NLRP11 PEMT PEPD PFKFB1 PILRB POLD2 POR POT1 PRKAG2 PRSS8 PTK6 PYGL RAPGEF4 RHOU SHC4 SLC16A2 SLC22A1 SLC25A47 SLC28A1 SRD5A1 SYTL4 TKFC TLE2 TM6SF2 TMEM139 TRIM35 TSPAN33 TUBE1 WNK3 ZSCAN21 CHIANG_LIVER_CANCER_SUBCLASS_PROLIFERATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_PROLIFERATION_DN AADAC AASS ABAT ABCA6 ABCA8 ABCB11 ABCB4 ABCG8 ACADL ACBD4 ACSM5 ACYP2 ADH1A ADH4 ADH6 ADRB2 AFM AGXT AGXT2 AKR7A3 ALAS1 ALDH1L1 ALDH3A2 ALDH5A1 ALDH6A1 AMDHD1 ANGPTL3 AOX1 APOA5 AQP9 AR AZGP1 BAAT BHMT BHMT2 BLOC1S1 BOK BTD C3P1 C6 C8A CA5A CAT CCL14 CCL16 CDC14B CDO1 CES2 CIDEB CLDN14 CMBL COL18A1 CPB2 CPED1 CPT2 CTH CUX2 CYP1A2 CYP27A1 CYP2B6 CYP2C8 CYP2C9 CYP2J2 CYP3A43 CYP4A11 CYP4A22 CYP4F11 CYP4F2 CYP4F3 CYP8B1 DAO DCXR DEPDC7 DHRS1 DHTKD1 ECHDC2 ECHDC3 ECM2 EHHADH EPHX1 ETFDH ETNK2 ETNPPL F12 F8 FMO3 FMO4 GAMT GCDH GLYAT GLYATL1 GNE GPLD1 GPT GPT2 GRHPR GYS2 HAAO HADH HAGH HAO1 HIBADH HJV HNF4A HPD HSD11B1 HSD17B6 ITIH1 KCNJ8 KLF9 KNG1 LDHD LECT2 LINC01018 LONP2 MASP2 MAT1A MLYCD MPDZ MTHFD1 MTTP MYO1B MYRIP NAGS NAT2 NECAB2 NR1I2 NR1I3 NUDT6 NUDT7 OASL OGDHL OTC PCK1 PDK4 PFKFB1 PIPOX PLG PNPO POR PRAP1 RBP5 RCL1 RDH16 RGN RHOB RORC RTP3 RUNDC3B RWDD3 SCP2 SEC14L2 SELENBP1 SELENOO SERPINA10 SERPINC1 SERPING1 SLC10A1 SLC16A2 SLC22A1 SLC2A2 SLC38A3 SLC38A4 SLC46A3 SMIM14 SORBS2 SRD5A1 ST3GAL6 SULT1B1 SULT2A1 SYBU SYTL4 TAT TFR2 TPRG1 TST TTPA UGT1A10 WNK3 CHIANG_LIVER_CANCER_SUBCLASS_PROLIFERATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_PROLIFERATION_UP ABCC1 AFP ANLN ARHGAP18 ARID3A ASPM ASRGL1 ATP1A1 AURKA AURKB B3GNT5 B4GALT5 BACE2 BARD1 BCAT1 BIRC5 BUB1B CCNA2 CCNB1 CCNB2 CCNE1 CD24 CDC20 CDC6 CDC7 CDCA5 CDCA7 CDCA7L CDK1 CDKN3 CENPE CENPF CENPK CEP55 CHST11 CKAP2L CKAP4 CMTM3 CTBP2 CYBA DBN1 DDR1 DEPDC1 DEPDC1B DLGAP5 DSCC1 DTL DUSP9 E2F8 ECT2 ELF4 ELOVL7 ETV4 EZH2 FAM118A FANCI FBXO5 FDCSP FEN1 FHOD3 FLVCR1 FMNL2 FOXM1 FUNDC1 G6PD GALNT7 GLIS2 GPD1L H19 H4C3 HDAC2 HELLS HJURP HK2 HMGB2 IGF2BP3 JPT1 KIF11 KIF14 KIF18B KIF20A KIF23 KIF2C KIF4A LAMB1 LDLRAD3 LHFPL2 LMNB1 LRRC1 MAD2L1 MAPK13 MARCHF3 MARCKS MARCKSL1 MCM2 MCUB MECOM MEP1A MKI67 MMD MMP12 MMP9 MTMR2 NCEH1 NCK2 NDC80 NEK2 NT5DC2 NUF2 NUSAP1 OIP5 ORC6 P3H4 PAFAH1B3 PAG1 PAPLN PBK PDE9A PELI1 PIGAP1 PKDCC PKM PLBD1 PLP2 PM20D2 PNMA1 POU2AF3 PRC1 PRKCD PRR11 PTP4A3 PTTG1 RACGAP1 RAD51AP1 RFC4 RMI2 S100P SALL2 SALL4 SASS6 SEL1L3 SELENOM SGO2 SHCBP1 SKA1 SLAMF8 SLC16A3 SLC1A5 SLC38A1 SLC39A10 SLC7A7 SMC4 SOX4 SOX9 SPHK1 SYNJ2 TAP1 TMED3 TMEM51 TMEM65 TNFRSF21 TOP2A TPX2 TRIP13 TRNP1 TSC1 TTF2 TTK TUBA4A UBE2C UGCG VEGFB WASF1 WSB1 YBX3 ZC2HC1A ZFAS1 ZNF532 ZWINT CHIANG_LIVER_CANCER_SUBCLASS_UNANNOTATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_UNANNOTATED_DN ABCB10 ABHD6 ACTR6 ADH5 ALDOA ALG13 APOO AQP11 ARPC1A ATF1 ATG3 ATIC ATP1A1 ATP6V0D1 BAG2 BAX C1GALT1C1 C1QBP CAB39 CAPZA2 CCNB2 CCNDBP1 CCT2 CCT4 CD46 CDK1 CDK4 CDKN3 CENPH CHCHD2 CIAO2A CITED2 CLNS1A CMAS CNN3 COPA COPS3 CTNNAL1 DAD1 DBI DCTN3 DCUN1D5 DNAJA1 DNAJB9 DPCD DPM1 E2F5 EBPL ECT2 EMC4 EPDR1 FARSA FBXO10 FCER1G FCGR3A FEN1 FIRRM FKBP11 FUCA2 FUNDC1 G3BP2 GFM2 GJA1 GLUD2 GMNN GNAI1 GPR160 GTF2I H2AZ1 H2BC9 HAT1 HAUS1 HIKESHI HNRNPA0 HSP90AB1 HSPA13 HSPA8 ILF2 IMPA2 LAMTOR5 LSM2 LYSET LYZ MAD2L1 MAD2L2 MAGED1 MANF MAPRE1 MCTS1 ME2 MED21 METTL13 MMGT1 MORN2 MRPL13 MRPL39 MRPL42 MRPL44 MRPS12 MRPS23 MSH2 NDUFA4 NEU1 NFYC NONO NUDT21 NUP205 NUP37 OSTC PBK PCNA PDIA6 PGD PGK1 PIGF POLE2 POLE3 PPIL1 PPP2R3C PRDX4 PRKAB1 PRMT6 PRPS1 PSMA2 PSMA5 PSMC3 PSMD10 PSMD8 PSMG1 RACK1 RAD51AP1 RAE1 RAN RCN2 RFC3 RFC4 RFC5 RHOA RNASEH2A RNF141 RPA3 RPL7A RPS10P5 RPS16 S100A10 SCAMP3 SEC11A SEC23B SEC61A1 SELENOT SKIC8 SLC25A5 SLC29A1 SLC39A6 SLC44A3 SMIM26 SNHG29 SNRPD1 SNRPD2 SNX2 SNX7 SPOPL STIP1 STOML2 STT3A SYPL1 TAB2 TM9SF2 TMBIM4 TMEM50A TMX1 TP53RK TPD52L1 TPRKB TPX2 TSPAN6 TYMS TYROBP UBE2E3 UBE2T UQCRFS1 UXT VAMP3 VBP1 VDAC3 WARS1 WASHC5 WDR83OS WDSUB1 XRCC5 XRN2 YAP1 YBX1 ZNHIT3 CHIANG_LIVER_CANCER_SUBCLASS_UNANNOTATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIANG_LIVER_CANCER_SUBCLASS_UNANNOTATED_UP ABCA9 ACOX1 ARHGEF1 ARHGEF10L ARMC8 ARNT B2M B4GALT1 BACH2 BHMT CDK13 CFHR3 CP CPEB4 CYP1A2 CYP2A7 CYP2B7P CYP2C19 CYP4A11 DOCK5 DPYS DUSP16 EGR1 ELL2 ETS2 F11 FCN3 FOSB FTCD GLS2 GPAT3 GSAP GSDMB HGFAC HSDL2 HSPD1 ID2 IDO2 KANSL1 KIFC3 LEPR LINC01554 LMO7 LPA LRP6 LRRFIP2 LURAP1L MAP3K13 MARVELD2 MBNL2 MUC20 NAMPT NBPF11 NCOA2 NSUN6 PALM3 PCSK6 PIK3R1 PITPNB PLG PROZ RAPGEF2 RNF125 RORA SERPINB9 SIK3 SLC20A1 SLC22A3 SLC25A18 SLC25A47 SLC39A14 SLX4IP SMIM14 SMURF1 SORBS2 SORL1 SRSF4 THBS1 TMEM178A TNFSF14 TNRC6A TPCN2 TRIR UBE2B WWC1 ZFAND5 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_CDC25_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_CDC25_DN ABCC1 ABHD8 ACOT7 ACP2 ACYP2 ADM ADRA2B ADRB2 AGRN AKAP12 ALDH2 ANXA11 ANXA4 ANXA8L1 AQP1 ARHGEF2 ASAH1 ASNS ATP6V0B AVPI1 BAG2 BAIAP2 BBLN BHLHE40 C16orf89 CAPG CARD19 CARHSP1 CCN2 CD151 CD34 CD9 CES2 CLEC3B CLIC1 CLIC4 COL4A1 COL4A2 COL5A2 CSNK2A1 CSRP1 CYB5B CYB5R1 CYP51A1 DAB2 DAP DBNDD2 DDR2 DGCR6 DIPK2A DUSP1 EBF3 EIF4EBP1 ELN EMP3 ENO3 ERO1A FBN1 FHL1 FHL2 FXYD5 FZD2 GALK1 GAMT GAS7 GIPC1 GPC1 GSTM1 GUK1 H2BC10 ICA1 IFI30 IGFBP4 ITGB4 KLF2 KLF4 KLK8 LAMC2 LASP1 LDAF1 LGALS9 LYPLA1 MAP1LC3B2 MAP6 MEA1 MGST3 MSLN MYO1C MYZAP NAA38 NDRG4 NEDD9 NFE2L1 NFIC NMT1 NPPB NRBP2 NUPR1 PAPSS2 PHLDA3 PKP2 PLAC8 PLEKHA7 PLIN2 PLTP PNKD PNPLA2 POLD4 PRSS23 QKI RBMS2 RETREG1 RFLNB RHOA RNASE4 RNF13 RNPEPL1 S100A1 S100A13 SEC14L1 SEMA3C SEMA3F SERPINB6 SKAP2 SLC1A5 SLC29A1 SLC35E4 SLC66A3 SNAPC2 SNX10 SRI STAT6 TALDO1 TEAD4 TIMP3 TM2D2 TMBIM1 TMEM43 TMEM45A TNS2 TNXB TOB1 TRAK1 TRAM1 TRIB3 TRIM47 TSPO TUBA8 UTRN VAMP5 VPS26C WWP2 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_CDC25_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_CDC25_UP ADAM19 AGTR2 ANK3 ANP32E AOX1 APBB1IP ATP13A3 BACH1 C3 CAPN6 CASK CASP4 CCNB2 CDO1 CEBPB CEBPD CHI3L1 CRABP1 CSF1 CTSB CXCL6 CXorf38 CYP1B1 DLK1 DPAGT1 DPEP1 EFNB2 EIF2AK4 EMB ENAH ENO2 ERRFI1 EVL F2R FAM3C FGF7 FGFR2 GPC4 GREM2 GTF2A2 HAS2 HMGA2 HMGN2 HNRNPU HSP90B1 HTATSF1 IFI16 IGF2 IGSF10 IL1R1 IL1RL1 IL6 IMPACT IVNS1ABP LAMA4 LAMP2 LMO7 LOXL1 LPAR1 LSP1 LTBP2 LXN MAGED1 MAN2A1 MGP MYL12B NAP1L1 NAV2 NCAM1 NGEF NID1 NOC4L NOCT NPM1 NPNT OSMR PCF11 PDK3 PDK4 PDPN PFN2 PGRMC1 PHLDA1 PHLDB2 PLA2R1 PLPP3 PLSCR1 PPID PRXL2A PSPC1 PTEN PTX3 RAB11A RAMP3 RBM3 SAA3P SEPHS2 SLC12A2 SLC16A1 SLC38A2 SLC6A8 SMOC2 SRRT SRSF3 SRSF6 SYNPO TAF1D THBS1 THBS2 THY1 TMEM176A TMEM176B TNC TOP1 TPST1 TWIST1 UBE2D2 UTP14A VCAM1 VCAN XDH CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_CDC25_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_CDC25_DN ADAM23 AP3S1 BTG3 C3 CCDC80 CCN5 CDO1 CEBPB CRTAP CXCL12 CXCL3 CXCL6 CYP1B1 DDR1 DPEP1 EIF2AK4 EMB FAS FGFR2 FOS FOXP1 IGSF10 IL11RA IL1R1 IL1RL1 LAMA4 LOX LOXL1 LTBP2 LXN MAGED1 MAN2A1 MEG3 MGP NID1 NSG1 OSMR PDK4 PROS1 PTGS2 PTX3 RNASE4 SAA3P SLC12A2 SLPI STAT3 TMEM176A TMEM176B TNC VCAM1 VDR VEGFD ZFP36 ZFP36L2 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_CDC25_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_CDC25_UP ACOT7 ANGPTL2 ANKH APCDD1 AREG BBLN CAPG CASP3 CCND1 CD9 CDKN1A CLIC1 CRABP1 CSRP2 CTSV CYTIP EIF2S1 EVI2A FUT8 FXYD5 GADD45A GDNF GGCT GJA1 GPC1 HMGA2 ITGA6 ITGB7 KCNN4 KITLG LAPTM4B NGEF NUPR1 PCLAF PDGFA PLP2 PMF1 POLD4 PSMB5 RAB7A RAD51 RASA1 RGS16 SELENOF SEMA5A SEMA7A SERPINA1 SLC66A3 SPP1 SPTSSA SSNA1 TES TGFBI TMSB4X TSPO UPP1 VAMP5 WWTR1 ZNF706 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_DN ABLIM1 ADM AKAP12 ALDH1A1 AMOTL2 ANXA8L1 APP AQP1 ARL2BP ASAH1 ATF3 ATP11A BMP8A CALML4 CCDC6 CCDC80 CCN2 CD151 CD9 CDKL2 CES2 CHFR CITED2 COL1A1 COL1A2 COL4A2 COL4A5 COL5A1 COL5A2 COPZ2 COQ9 CRLF1 CRTAP CTDSP2 DDR1 DGCR2 DHRS3 DHRS7 DIPK2A DUSP1 EBF3 ELN EMP2 ENO3 EPHX1 FBN1 FHL1 FKBP10 FOS FOXP1 FSTL1 FZD2 GAS1 GRB10 GRK5 GSN GSTM1 GUK1 H2BC10 HOXA2 ID3 IFI30 IFI35 IL6ST INPP5A ISG15 ITGB5 JUP KAZALD1 KLF2 LAMB2 LASP1 LDAF1 LGALS9 LLGL2 LPL MAN2B1 MAP1LC3B2 MFAP5 MSLN NDRG4 NMT1 NOTCH1 NRBP2 NTPCR NUPR1 PAPSS2 PCOLCE PEF1 PER1 PFKP PHYH PLAC8 PLTP PMP22 PNP PRSS23 PSTPIP1 RAB11FIP5 RBMS2 RECK RFLNB RNASE4 RNPEPL1 S100A13 SAMHD1 SARAF SEC14L1 SEC61B SEMA3C SESN1 SH3D19 SHROOM3 SLC1A5 SLC29A1 SLC38A4 SLC39A3 SLC4A3 SLCO3A1 SLPI SMAD6 SNX10 SOCS3 SPTAN1 SPTBN1 SRI ST3GAL5 STK10 TCF7L1 TIMP3 TM2D2 TMEM45A TNXB TOB1 TP53INP2 TRIM47 TSPAN4 TUBB2A VAMP5 VDR WWP2 CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARADONNA_NEOPLASTIC_TRANSFORMATION_KRAS_UP ADAM19 AHCY ANGPTL2 ANKH ANP32E APBB1IP APCDD1 AREG AURKA BACH1 BNC1 BZW2 CASK CASP4 CCND1 CDC7 CENPA CENPV CKS1B CRABP1 CRISP3 CTSB CTSV CXorf38 CYTIP DHX9 DLK1 DNMT1 DPAGT1 E2F8 EFNB2 EREG ERGIC3 ERH ETV4 EVI2A EVL FAM3C FDX1 FIGNL1 FUT8 GDNF GJA1 GREM2 GTF2A2 HAS2 HAUS3 HMGA2 HMGB3 HMGN2 HNRNPD HPRT1 IGF2R IL1RL1 ILF2 ITGA6 ITGB7 IVNS1ABP KCNN4 LSM8 LUM MAPK6 MARCKSL1 MED10 MRPL18 MYEF2 MYO1B NAP1L1 NAV2 NCAM1 NCAPH NFE2L2 NFKBIA NGEF NOCT PCDH7 PCLAF PCNA PDPN PHLDA1 PLK4 PLPP3 PLSCR1 POLA1 PPID PRKCB PSMA3 RAD51 RANGAP1 RASA1 RBL1 RBM3 RFC5 RGS16 RRM1 RRM2 SEMA7A SEPHS2 SET SLBP SLC12A2 SLC6A8 SMC2 SMS SNU13 SPP1 SPRED2 SPTSSA SSRP1 ST6GAL1 TCF12 TGFB1 THBS2 TIMP1 TIPARP TMSB4X TNFAIP2 TOP1 TOP2A TOPBP1 TPBG TUBB6 UBA2 UBE2D2 UGT1A10 UHRF1 VCAM1 ZWINT CHIARETTI_ACUTE_LYMPHOBLASTIC_LEUKEMIA_ZAP70 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARETTI_ACUTE_LYMPHOBLASTIC_LEUKEMIA_ZAP70 ACOT8 ACVR2A ADGRG1 AGPS AIP ANXA11 AP3D1 ATM BAIAP2 BBC3 BRF1 CASP10 CASP8 CCN2 CD200 CDK9 CKMT2 CNOT9 COA1 CRADD CTNND1 CTSW DGKA E2F4 EPM2AIP1 FGR GAB1 GRIN1 HMGXB3 HPN HPS1 IFT20 IL27RA IL32 ITFG2 ITGA5 JCHAIN KLRB1 KMT2B LAT LCK LRRC15 MYBL1 N4BP2L2 OR5I1 PBX3 PCSK7 PDE9A PHC2 PI4KA PTPN18 RETREG3 RRAD SEMA6A SF3B3 SFI1 SLC2A1 SPINK1 STK39 TCF20 TNFRSF1B TP53BP1 TRBC2 TRIP6 TTN VCAN XPC ZAP70 CHIARETTI_T_ALL_REFRACTORY_TO_THERAPY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARETTI_T_ALL_REFRACTORY_TO_THERAPY ADA ARL4C BCL6 C2orf27A CR2 CXCL8 DHCR24 DNTT EPHB6 FGFR1 FHL1 FYB1 GFI1 H1-0 H2AC6 HOXA9 ICOS MME MX1 MXI1 NID2 NOTCH3 PCDH9 PRDX2 PSPH PSPHP1 SELL TCF7 TFDP2 TMPO CHIARETTI_T_ALL_RELAPSE_PROGNOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIARETTI_T_ALL_RELAPSE_PROGNOSIS AHNAK BUB1B CAT CD2 CD8A CDC7 CENPF DEK H2AX HNRNPH1 IRAG2 MEF2A MELK MYC NDC80 RCBTB2 SEC31B TTK USP1 CHIBA_RESPONSE_TO_TSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIBA_RESPONSE_TO_TSA ANAPC13 ATP6AP2 BSCL2 BSG CCN1 CCN2 CDKN1A CLU CYP4F2 DHRS2 DNAJB1 DUSP1 E2F2 GNB1 GRN H1-0 H3-3B HADHB HLA-DQA1 ID2 ID3 IFITM3 JMJD1C LYPLA2 NEAT1 NIPSNAP1 OPTN PIP4P1 PKM PNRC1 PRDX1 PRKRA PRPF3 RHOA RRM2 SDC4 SQSTM1 STAT1 STX6 TGM2 TPP1 TXNRD1 USB1 ZBED3 ZDHHC9 CHIBA_RESPONSE_TO_TSA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIBA_RESPONSE_TO_TSA_DN ADAM9 BIRC3 BRCA2 CEACAM1 CXCL8 DMD DSP EGFR GRB10 HNRNPH1 ITGA1 ITGAV LAMB1 LIG3 MAPK6 MDM2 PTK2 ROCK1 TGFB2 TP53BP2 TPR CHIBA_RESPONSE_TO_TSA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIBA_RESPONSE_TO_TSA_UP ANK1 APRT ARHGDIB BAD BMP4 BMP6 BSG CASP9 CAV2 CCN2 CD36 CD8B CD9 CDKN2C CGB3 COL11A2 COL1A2 EFNB3 FASTK FBN2 FOS FOSB GLRX HBEGF HLA-A IGFBP2 ITGA3 ITGA7 JUNB JUP KRT14 KRT19 KRT7 LUM MMP11 MMP13 MMP19 NGFR PDGFRB PLA2G6 QSOX1 RHOG SOD3 TGFB1 TIMP2 TIMP3 TP53I11 TRIP6 VEGFC VTN CHICAS_RB1_TARGETS_CONFLUENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHICAS_RB1_TARGETS_CONFLUENT ABAT ABHD12 ABI3BP ACOT7 ACTA2 ACTB ACTG2 ACTN4 ADAM19 ADAMTS2 ADAMTS8 ADD1 ADGRA2 ADGRG6 ADH1B AFF3 AGA AHNAK AK1 AK5 ALDH1A3 ALPK2 ANGPTL2 ANKRD13A ANO1 ANO4 ANPEP ANXA1 ANXA2 ANXA2P2 ANXA6 APCDD1 APOBEC3B APOL6 AQP3 ARHGAP1 ARHGAP18 ARL4A ARL4C ARNT2 ARRB1 AS3MT ASNS ASS1 ATP2B4 ATP6V0E2 ATP8B1 AXL B3GALT2 BAALC BACE2 BCL7C BEND6 BGN BLVRB BMP4 BMPER BRIP1 C12orf75 C18orf54 C1R C1S C7 CADM1 CAMK2D CAMK2N1 CAND2 CAPG CAPZB CARD10 CARHSP1 CAV1 CAV2 CAVIN1 CAVIN3 CBS CCDC80 CCN4 CCNE2 CD200 CD44 CD81 CD9 CD99 CDC42EP3 CDC42EP5 CDC7 CDCA7 CDH6 CDKN2A CEP15 CEP55 CHEK1 CHID1 CHML CHN1 CLDN11 CLEC3B CLIP3 CLU CMBL CNKSR3 CNN1 CNN2 CNN3 CNTN3 CNTNAP1 COL15A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COPZ2 CORIN CORO1C COTL1 CPE CPM CREB3L1 CROT CTHRC1 CTSH CXCL12 CXXC5 CYB5A CYTOR DAB2 DCN DCTN3 DDX60 DEFB106A DENND1B DEPP1 DHCR24 DHRS3 DIAPH3 DIPK1A DOCK10 DOK5 DPF3 DPYSL3 DTX3L DUBR ECM1 EFEMP2 EHD1 EHD2 EIF4EBP1 ELOVL2 ELOVL2-AS1 EMP3 EPB41L2 EPG5 EPHA4 EPHB2 ERRFI1 EVA1A EVL EXOG F2RL1 FAM171B FAP FARP1 FBLN1 FBN1 FBN2 FCRL5 FGD6 FHL2 FHOD3 FKBP9 FLNA FLOT1 FMO3 FN1 FOXC2 FOXD1 FOXL1 FRMD5 FRY FRZB FZD2 G6PD GALNT10 GALNT15 GALNT5 GARS1 GAS6 GASK1B GATA6 GBP1 GBP2 GDF5 GMDS GNAI2 GPC1 GPC6 GPRC5A GPRC5B GPX4 GSN GSTM1 HACD4 HBD HCFC1R1 HEATR9 HEG1 HELLS HHEX HIC1 HIVEP3 HMGA1 HOXB-AS3 HOXB5 HPGD HSPB1 HSPB6 ICA1 IDH2 IFI16 IFIT2 IFITM2 IFITM3 IGFBP6 IL17RD IL32 INHBE IRAG1 ITGA4 ITGA5 ITGA6 ITGBL1 JADE1 JAZF1 JDP2 JPT1 KCNH2 KCNMA1 KCNMB2 KCNN2 KCTD16 KDM1B KIAA0930 KIF11 KLF7 KRTAP1-5 KRTAP2-3 LACTB LAMA4 LARP6 LBH LHFPL6 LIMD1 LIMS2 LIN7A LINC02861 LIPA LMNA LMO7 LMOD1 LOX LOXL1 LOXL1-AS1 LOXL2 LOXL4 LPP LRRC17 LTBP2 LXN LY6E MAB21L2 MACROH2A1 MAGI2-AS3 MAMLD1 MAN1C1 MAP1A MAP1B MAP3K7CL MATN2 MCM4 MCM5 MCM6 MCUB MDK MECOM MELK MEST MFAP4 MFGE8 MGARP MINDY2 MIR155HG MMP24OS MN1 MOXD1 MPRIP MRGPRF MSRB3 MTCL1 MTHFD2 MTSS1 MTUS1 MVP MYH9 MYL9 MYLK MYOF NALCN NAV2 NAV3 NES NFE2L3 NFIX NIBAN1 NIPAL3 NIPSNAP3A NLRP1 NMI NMT2 NNMT NOTCH2 NPTX1 NR2F2 NR3C2 NREP NRP1 NRXN3 NT5DC2 NTN4 NUDT7 NUF2 NUPR1 NXN OLFML2A OLFML3 OLR1 OPN3 OPTN OSBPL1A OSBPL3 OXTR PAK1 PALLD PARP9 PBOV1 PCK2 PCLAF PCOLCE PDE5A PDGFD PDGFRL PDLIM1 PDLIM7 PEA15 PEAR1 PHGDH PIK3R2 PIK3R3 PKIB PKM PLEKHG4 PLIN3 PLPPR4 PMP22 POGLUT3 POLE2 POSTN PPARG PPM1M PRAG1 PRDX6 PRICKLE1 PRIM1 PRIM2 PRKAG2 PRPS1 PRSS12 PRSS23 PRSS35 PSAT1 PSG1 PSG4 PSG5 PSMB9 PSPH PTCH1 PTGER2 PTGIS PTN PTX3 PXK PXN QPRT RAB3B RAB40B RABGAP1L RAD51AP1 RAP1GDS1 RARRES1 RASSF2 RASSF3 RASSF4 RBMX RBP1 RELN RGMB RGS10 RGS17 RHBDL2 RHOJ RNF115 RNF128 ROR1 RPL22L1 RRAS2 RSBN1L RTL8C RUNX1T1 RWDD1 S100A10 S100A4 S100A6 SAMD9L SARS1 SBF2-AS1 SCARA3 SCN7A SCN9A SCUBE3 SDC3 SDC4 SEMA3C SERPINE1 SERPINF1 SERPING1 SERPINH1 SESN3 SFRP1 SGCD SGMS2 SH3BGRL3 SH3BP4 SHMT2 SHROOM2 SIPA1L2 SIX1 SKA2 SLC14A1 SLC1A4 SLC2A4RG SLC66A3 SLC7A1 SLC7A14 SLC7A5 SLC9A7 SMAD3 SMAGP SMPD1 SNN SNRNP25 SNTB2 SNX7 SPARC SPATS2L SPOCD1 SPOCK1 SPTBN1 SPX SRD5A1 SRI SSPN STEAP3 STK17A STMN3 STXBP6 SULF1 SYNC SYNE3 SYNPO SYNPO2 SYT1 SYTL2 TAC3 TAGLN TBCB TCEA3 TENM4 TENT5C TES TGFBR2 TGM2 THBS1 THSD4 THY1 TIMP2 TIPIN TJP2 TLN1 TMED4 TMEM106C TMEM171 TMEM176A TMEM200B TMEM35A TMEM47 TMEM97 TMT1A TMTC1 TMTC2 TNFRSF19 TNFSF4 TNS3 TOX TOX-DT TP53I3 TP53TG1 TPM1 TPM2 TPT1-AS1 TRAM2 TRAPPC1 TRIM14 TRIOBP TRNP1 TRPV2 TSLP TSPAN5 TSPO TUBA1A TUBA1B TUBA1C TUBB TUBB2A TUBB2B TUBB4B TUBB6 TWIST1 TYMS UACA UBE2V1 UBE2V1P3 UBR7 UGCG UHRF1 USP44 UTRN VAT1L VCAM1 VGLL3 VIM VSIR WARS1 WASHC3 WDR1 WDR41 WNT2 WNT5B WWOX XAF1 XYLT1 ZFP36L2 ZNF469 ZNF703 ZYX CHICAS_RB1_TARGETS_GROWING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHICAS_RB1_TARGETS_GROWING ADAMTS2 ADAMTS6 ADGRG6 AKR1C1 ALDH1L2 ANKRD13A ANKRD28 ANO1 ANP32E ANPEP ANXA3 APOBEC3B ARL4A ASNS ASPM ATRX AXL B3GALT2 BAALC BGN BNC2 BUB1 BUB1B C1QTNF2 C1R C1orf21 C2CD5 CA12 CACYBP CASP6 CAV1 CAVIN1 CBX5 CCBE1 CCDC80 CCNA2 CCNB1 CCNB2 CCNE2 CDC20 CDC25B CDC42BPA CDC7 CDCA7 CDCA7L CDCA8 CDH6 CDKN2A CDKN3 CENPA CENPF CENPH CENPK CEP57 CERS6 CHAC2 CLDN11 CLU CNTN3 COL3A1 CORIN CRYBG1 CTDSPL2 CXCL12 DCN DDIT4 DEK DEPDC1 DHCR24 DNAJC9 DOCK10 DPF3 DPYSL3 EGR1 EIF4EBP1 ELOVL2 EXOSC8 EZH2 EZR FABP5 FAM72C FAP FBLN1 FBXO11 FGF1 FIGNL1 FOXM1 GAS2L3 GASK1B GINS1 GINS2 GMNN GMPS GPC6 GPM6B GTSE1 HAS2 HAUS1 HELLS HERC4 HMMR HPRT1 IDH2 IFI16 IGFBP3 IMPA2 IQGAP3 ITGB3BP JADE1 JAM2 KCNK2 KCNMA1 KCNN2 KIF14 KIF20A KIF4A KNL1 LDB2 LIN7A LMNA LRRC15 LRRC17 LSAMP LSM2 LTBP2 LUM LXN MAGI2-AS3 MARCKS MATN2 MCM2 MCM3 MCM4 MCM6 MCM7 MEIS2 MEST MGARP MSH2 MSH6 MYLK NASP NAV2 NCAPG2 NEK2 NFXL1 NFYB NIBAN1 NLRP1 NMI NR2F2 NREP NRGN NRP1 NRXN3 NSD2 NUPR1 NUSAP1 OLFML3 OXTR PCDH7 PCK2 PCLAF PCOLCE PDGFD PEAR1 PGAP1 PHGDH PLPP3 POLE2 POSTN PPIG PRICKLE1 PRIM1 PRSS12 PSAT1 PSG5 PSIP1 PSPH PTN PTX3 PYGL RAD51AP1 RALGPS2 RARRES1 RBBP8 RBMS3 RBP1 RFC4 RGS4 RIF1 RNASEH2A RNF138 RPA3 RUNX1T1 S1PR3 SCARA3 SCD SCUBE3 SGO2 SHMT2 SLC14A1 SLC1A4 SLFN11 SLIT2 SMARCC1 SMC2 SMC3 SMC4 SPIN4 SSRP1 STMN3 STXBP6 SULF1 SUPT16H SYNE3 TBL1XR1 THSD4 TICAM2 TIFA TIMELESS TMEM106C TMEM97 TMPO TMSB15A TNFAIP8 TNFSF4 TOP2A TOX TPR TPX2 TRAM2 TSPAN5 TTC3 TTK UBR7 UHRF1 USP1 VAT1L WASHC3 ZFHX4-AS1 ZNF22 CHICAS_RB1_TARGETS_LOW_SERUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHICAS_RB1_TARGETS_LOW_SERUM AAK1 ATOX1 ATP5MC2 ATP5ME ATP5MF ATP5MG ATP5MJ C4A CCNE2 CDCA7 CDT1 CENPW CKLF COPS9 CORIN COX5B COX6B1 COX7C CYTOR DEPDC1 DTL EGFR EIF4EBP1 ELOB ENSG00000250041 FMO2 GDF5 H4C3 HELLS INHBE KIR3DX1 LINC00973 LMNB1 LSM7 MALAT1 MCM3 MCM4 MCM5 MCM6 MT1E MT1F MT1H MT1X MT2A MTHFD2L NDUFA1 NDUFA3 NDUFB1 NDUFB2 NDUFB4 NFIB NIBAN1 NICOL1 NNMT NPIPB13 NSD2 OST4 PCLAF PET100 PITX1 POLR2L PTN RAB27A RAD51D RBIS RBM39 RIF1 RNASEH2A RNF145 ROMO1 RPA3 RPL36A RPL36AL RPL38 RPS21 RPS28 SBF2-AS1 SEC62 SERPINB8 SLC7A14 SNHG6 SNORD60 SNRPB SNRPE SNRPG SOX4 SULF1 SYNE2 SYT1 THORLNC TMEM171 TMEM258 TMSB15A TOMM7 TYMS UQCC2 UQCR11 USP6 WDR76 ZFAS1 ZNF367 ZNF827 ZYX CHICAS_RB1_TARGETS_SENESCENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHICAS_RB1_TARGETS_SENESCENT ABHD3 ABI2 ABTB3 ACADM ACBD3 ACKR3 ACOT7 ACP3 ACTG2 ACYP1 ADD3 AGGF1 AKAP12 AKR7A2 ALDH1A3 ALDH7A1 ANKRD9 ANP32B ANPEP APCDD1L APOBEC3G AREG ARL6IP6 ARMCX2 ATAD2 ATP1B1 ATRX BAALC BBS2 BBX BCL2A1 BDKRB2 BEAN1 BEX1 BGN BIRC3 BMAL2 BRD3OS BRI3BP BTG3 BTN3A2 BTN3A3 C11orf54 C11orf96 C15orf48 C3 C6orf136 C9orf40 CA12 CACYBP CAMK2N2 CAMTA1 CASP8AP2 CBR3 CBX5 CCDC71L CCL20 CCL3 CCNB1IP1 CCNE1 CCNE2 CD274 CD69 CD82 CDC25A CDC42BPA CDC6 CDC7 CDCA7 CDCA7L CDK2 CDK5RAP2 CDT1 CEBPZ CEMIP CENPK CENPS CENPU CENPV CENPX CEP15 CEP19 CEP57 CERS6 CHI3L1 CHST2 CISD2 CKLF CKMT2-AS1 CLDN5 CLGN CLIP1 CNRIP1 COL10A1 COL6A2 COL7A1 COMMD4 CPNE2 CRIP1 CSF2 CSF3 CST1 CST2 CST4 CSTF3 CTDSPL2 CTH CTSS CXCL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL5 CXCL6 CYB5A CYB5R2 CYBRD1 CYGB CYP26B1 CYP3A5 CYP3A7 DCBLD1 DCK DDB2 DDIT4 DDX24 DDX60 DEK DERA DGAT2 DHFR DIO2 DIP2C DIRAS3 DNAJC1 DNAJC18 DNM1 DONSON DPYSL3 DSN1 DTL DTX3L DUSP5 DUT DYNC1H1 DYNC2I2 EDNRA EFS EGR3 EHF EIF4EBP1 EIF5-DT EMP1 EMP2 ENC1 ENO2 ENOSF1 ENSG00000269825 ERAP2 ERCC1 ERGIC1 ESM1 EXOSC8 EZH2 FADS1 FAF2 FAH FAM114A1 FANCG FANCI FBL FBXL21P FBXO11 FBXO21 FBXO45 FEN1 FERMT1 FEZ1 FGD5-AS1 FKBP11 FLT1 FMC1 FOXQ1 FRMD4A FUT8 FZD1 G0S2 GABRB1 GAL GALNT6 GBP3 GCH1 GCLM GDNF GEM GFPT2 GINS1 GINS2 GJB2 GJC1 GK GLCCI1 GLIS3 GLUL GMNN GMPS GNB1 GNG2 GON7 GPD2 GSAP GTPBP10 GUSB GXYLT1 HACD3 HADH HAS2 HAT1 HAUS1 HAUS2 HDGFL3 HELLS HEY1 HIP1 HIPK2 HLA-B HMGA2 HMGN2 HPRT1 HPSE HSPA4L IDH2 IFI6 IFIT3 IFITM1 IFNGR2 IFT25 IFT80 IGF2 IGFBP3 IGFBP5 IL11 IL1A IL24 IL27RA IL33 IL37 IL6 IL6ST ING2 INHBA IRF9 ISG15 ISG20 ITGBL1 ITPRIPL2 IVNS1ABP JAM2 JARID2 JDP2 JUN KANK2 KCNG1 KCTD12 KLHL7 KPNB1 KRAS KYAT3 LANCL1 LAPTM5 LDB2 LGALS3BP LIF LINC00342 LINC03104 LMNB1 LPP LRFN5 LRIG1 LRP11 LRRC15 LSP1P5 LUZP1 MACROH2A1 MAGEF1 MALAT1 MAP4 MAST2 MBD4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCMBP MCUB MCUR1 MEA1 MEDAG MELK MIB1 MLH1 MLLT6 MLPH MMD MMP10 MMP12 MMP9 MRI1 MRPS6 MSH2 MSH6 MTHFD1 MTR MXRA5 MYH10 NAMPT NAP1L1 NASP NAV1 NCAPG2 NET1 NETO2 NFKBIZ NIBAN1 NLRP1 NME7 NOL4L NQO2 NR2F1-AS1 NRG1 NRGN NSD3 NSMCE4A NUCB2 NUCKS1 NUDT21 NUP85 NUSAP1 ODC1 OSBPL8 OSMR OXCT1 OXR1 PAICS PAQR5 PAWR PAXIP1-DT PCLAF PCNA PCOLCE PDLIM3 PDP1 PDZK1 PELI1 PHF19 PHGDH PI3 PI4K2B PIDD1 PITPNC1 PLAGL1 PLEK2 PLSCR1 PLTP PMS1 POGLUT3 POLD3 POSTN POU2F2 PPBP PPIL3 PREX1 PRIM1 PRKD3 PRKDC PRPS2 PRR11 PRRC2C PRRT2 PRRX1 PRSS3 PRSS3P2 PRTFDC1 PRXL2A PSIP1 PSMB8 PSMC3IP PSME2 PTGS2 PTMA PTN PTP4A2 PTX3 QPCT RAB27A RAB27B RAB31 RAB38 RANBP1 RASD1 RASL12 RASSF3 RASSF8-AS1 RBBP4 RBBP7 RBBP8 RBCK1 RBM39 RDH10 RFC2 RFC4 RFLNB RFTN2 RFWD3 RGS17 RGS5 RHOBTB3 RHOF RIF1 RIPK2 RMI1 RNASEH2A RNASET2 RNF138 RNF168 RPA1 RPA3 RRM1 RRM2 S100PBP SAC3D1 SAMHD1 SANBR SCG5 SDC3 SDHAF4 SEL1L3 SEMA4B SERPINA1 SERPINA9 SERPINB3 SERPINB4 SERPINB7 SERPINE1 SESTD1 SF3B1 SFR1 SIMC1 SKA2 SKP2 SLAMF8 SLBP SLC14A1 SLC20A1 SLC25A36 SLC25A37 SLC25A40 SLC27A3 SLC2A4RG SLC39A8 SLC43A3 SLC5A3 SLC7A1 SLC7A2 SLCO4A1 SLFN11 SMAD5 SMARCC1 SMC1A SMC3 SMC6 SMOC1 SNORD7 SNRPB SNX7 SON SOX11 SOX17 SP100 SPATA18 SPDL1 SPEN SPIN4 SRD5A3 SRGAP2 SRGAP2B SRRM2 ST3GAL1 STEAP1 STING1 STMN3 SYNJ2 TAGLN3 TALAM1 TBX2-AS1 TBX3 TCEAL3 TCEAL7 TCIRG1 TEX30 TGIF1 THAP9-AS1 THBD THBS2 THRAP3 THY1 TIFA TIPIN TM6SF1 TMEM106C TMEM107 TMEM132A TMEM54 TMEM97 TMPO TNFAIP3 TNFAIP8 TNFSF15 TNP1 TOP1 TPR TREM1 TRIB2 TRIB3 TRIM56 TRMT5 TRPC1 TSC22D1 TSLP TSPAN5 TTC3 TUBG1 TXNIP TYMS UBE2L6 UBE2T UBR7 UHRF1 UQCC2 USP1 VASH1 VCAM1 VEGFA VNN1 VRK2 VWA5A WASL WDFY2 WDHD1 WDR54 WDR76 WEE1 WWTR1 XIST YY1 ZBTB38 ZDHHC6 ZEB1 ZG16B ZNF367 ZNF83 ZNF846 CHIN_BREAST_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIN_BREAST_CANCER_COPY_NUMBER_DN ANKRD11 CDH1 CDH13 CDK11B CDKN1C CTSB FANCA HRAS INS LLGL1 PDIA3 PRKCZ TOP3A CHIN_BREAST_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHIN_BREAST_CANCER_COPY_NUMBER_UP AURKA CCND1 CSE1L CTTN CYP24A1 E2F5 ERBB2 EXT1 FGF3 FGF4 LAMC2 LRRC32 MED1 MOS MT-CO2 MYBL2 MYC NCOA3 PAK1 PEBP1 PTGS2 PTK2 PTPN1 TGFB2 THRA TNFRSF6B TOP2A ZNF217 CHNG_MULTIPLE_MYELOMA_HYPERPLOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHNG_MULTIPLE_MYELOMA_HYPERPLOID_DN ABCB9 ADAM28 ANG CACYBP COPA EIF1 EIF2B1 EIF4EBP2 EMG1 FBXO21 GABARAPL1 GABARAPL2 MCFD2 NECAP2 PACSIN2 PDF PEX19 RFWD3 RNF187 RNF41 SEC23B SEC31A SLBP TMED2 UBE2D1 USP22 VPS35 VPS4A XPOT YME1L1 CHNG_MULTIPLE_MYELOMA_HYPERPLOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHNG_MULTIPLE_MYELOMA_HYPERPLOID_UP CLTA DHPS EEF1B2 EEF1G EEF2 EIF3G EIF3J EIF3K EIF4A2 FBL HERC1 HNRNPA1 IMP3 KLK3 MRPL34 NCBP2 NPM1 QARS1 RPL13A RPL14 RPL15 RPL18 RPL21 RPL24 RPL27A RPL28 RPL29 RPL32 RPL35 RPL35A RPL36 RPL37 RPL4 RPL7A RPLP1 RPLP2 RPS10P2 RPS13 RPS14 RPS15 RPS16 RPS17 RPS19 RPS23 RPS3 RPS6 RPS9 RPSA RSL24D1 SCAMP5 SNRNP70 UBA52 UBA7 USP3 CHOI_ATL_ACUTE_STAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOI_ATL_ACUTE_STAGE ETV1 KIR2DS4 LHX2 MAGEA3 MBD1 MET CHOI_ATL_CHRONIC_VS_ACUTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOI_ATL_CHRONIC_VS_ACUTE_DN ANAPC16 ATP6V1A CGGBP1 CMTM6 CTDSP2 GTF3A HNRNPA3P1 HSPD1 IARS1 LBH LRRC8D MAT2B MDH1 NCOA3 PPP1CC SERBP1 SPTBN1 SUMO1 UBE2E1 CHOI_ATL_STAGE_PREDICTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOI_ATL_STAGE_PREDICTOR ATP5F1A C11orf21 CCDC90B CCT3 CD52 CFAP20 CMTM6 COMMD3 DESI2 DUT EIF5 FTL GMFB GORASP2 HSPA4 IL17RA MRFAP1L1 MTRF1L NAP1L1 NREP PLEKHA5 PLEKHJ1 PPP2R2A PRPF4B PUM2 R3HDM1 RAB5IF RALA RAPGEF2 RBBP4 RRAGC SEC11A SEC23B SINHCAF SLC25A46 SMIM19 SRPRB ST13 TARDBP TOMM70 TSPO TTYH2 UBE2E1 ZNF544 CHOW_RASSF1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOW_RASSF1_TARGETS_DN ARL1 BCL3 BST2 CELSR2 CILK1 CREG1 DDB2 EBAG9 EEF1D EXOSC4 FOXO3 HSPA13 INO80B KLHL21 LRPAP1 LY6E NDUFS8 NINJ1 OPTN P4HB POLR2K PPIB PPP1CA PRKCSH PSMG1 PTPRN2 PYCR1 RNF114 RUNX3 SNRPD1 CHOW_RASSF1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHOW_RASSF1_TARGETS_UP ALCAM ARRB2 CARD8 CCL5 CHD1 COX7B DLG1 EIF4E FANCG FKBP15 GNPAT INSIG1 LSM3 MBNL1 MFAP1 MID1 PARP2 PCLAF PEX1 PNPLA6 RFC4 RRM2 RSRC2 SMC1A SS18 TTF2 CHO_NR4A1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHO_NR4A1_TARGETS ABCC6 ABL2 ADAMTS10 ASNS ATF3 ATF4 AZGP1P1 BIRC3 CROCCP3 CTH DDIT3 EAF1 EXTL1 FUT7 GCNT3 GPR148 GRPEL2 HERPUD1 HLCS HMOX1 HOXD10 INSIG1 KDM5A NOS1 NOX4 PDCD1 PIGZ PPP1R15A RIPPLY3 S100G SLC3A2 TNNT2 CHUANG_OXIDATIVE_STRESS_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHUANG_OXIDATIVE_STRESS_RESPONSE_DN ADCY3 CCNA2 CHEK1 H4C3 NAB2 PLK1 PPP1R7 TUBA1A UBE2C UNG UTRN CHUANG_OXIDATIVE_STRESS_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHUANG_OXIDATIVE_STRESS_RESPONSE_UP CYP1B1 DDIT3 DKK1 EDN1 EGR1 EPS8L2 FAS FDXR GDF15 H19 HMOX1 HSPA1B JUN LIF LRP6 MIA2 MT1H MT1X NQO1 PLA2R1 PPP2CB PSMD12 PSMD3 RCBTB1 RPL38 SLC35B3 UTP25 ZBTB4 CHUNG_BLISTER_CYTOTOXICITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHUNG_BLISTER_CYTOTOXICITY_DN ADD3 BIN2 C12orf76 CDC42EP3 CFP CSTA FBXO3 FBXO38 FKBP1A FOXP1 GAS7 GCA GRB10 H2AC6 HACD4 IGKC IGLC2 IRAK3 ITGB2-AS1 JPX KAT2B KIAA0513 MAML3 MAX MED13L MIR223 MNDA MTPN NBEAL2 NIN P2RX1 PCMTD1 PDK3 PDLIM1 PLCG2 PPM1A PRAM1 PRKCB RAP1GAP2 RBL2 RGS18 RIPOR2 SELL SLC40A1 SNAP23 SNN STK26 STXBP5 VCL ZBTB18 CHUNG_BLISTER_CYTOTOXICITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHUNG_BLISTER_CYTOTOXICITY_UP ACP5 ADAP2 AKR1A1 ALDH6A1 AMBRA1 ANAPC11 ASMTL ATF5 ATOX1 BOLA2 BORA C1QB C1QC CBLB CCR5 CD3D CD81 CD86 CD8B CD96 CDKN1A CENPX CHCHD3 CHID1 CHTOP CISD2 CKS2 CLPTM1L CLTA CNDP2 COPS8 COQ5 COX5A CPSF3 CRIP1 CTSB CTSC CTSL CUEDC2 CYB5A DCP1B DDB2 DIABLO DUSP16 EHD4 ENSG00000187951 EOLA1 ETFB FABP5 FLVCR2 GALNT2 GCHFR GGA2 GMEB1 GNA15 GNLY GPR137B GZMB HAVCR2 HCFC1R1 HCST HNRNPA3P1 IGFLR1 ILVBL IRAK1 KLRC1 LCMT1 MCM5 MDC1 MED27 MICALL1 MIF4GD MIR155HG MRPL57 MRPL9 MRPS24 MT1E MT1F MYO7A N4BP2 NANS NTAN1 NUDCD3 NUP37 PAIP1 PBDC1 PCK2 PDE4A PGAP1 PGRMC2 PHYH PLIN2 PPP1R7 PSMB2 PSMC1 PSMD13 PSMD14 PSMD2 RAB13 RACGAP1 RALA RBBP8 RFK RTL6 SDC4 SDHA SEM1 SERPING1 SKA2 SLAMF8 SLC11A2 SLC1A4 SLC35B2 SLC43A3 SMIM12 SNAP47 SNX5 SNX9 SOD1 SUPT16H SYT11 SYTL3 TBL2 TCF12 THYN1 TIGIT TIMM23 TMED9 TNFAIP3 TPI1 TUBB4B USP11 WDR54 ZNF410 ZNF426 ZWILCH CHYLA_CBFA2T3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHYLA_CBFA2T3_TARGETS_DN ABCA3 ABCG4 ACKR1 ACOT6 ACP1 ADGRL2 AGAP1 AGPAT3 AGPAT4 AGTR1 AHCYL2 AIFM2 ALAS2 ALDH1A1 AMPD3 ANK1 AQP11 ARHGEF25 ASNS ASPRV1 ATP7B BCAM BCL2L15 BDH1 BGLAP BLVRB BTNL10P BTRC C15orf48 C17orf99 C1QTNF12 C1orf198 C2orf69 C3orf80 C8orf88 CAMP CAMSAP2 CARHSP1 CARMIL3 CCDC74B CD177 CD82 CDR2 CELA1 CENPV CES2 CETN4P CHAC2 CHIA CHST10 CLCN2 CLDN4 CNN1 CNTF COL5A1 CREB3L2 CTSE CYP4F22 DCLK2 DHTKD1 DKKL1 DMTN DNAJB3 DNASE2 DUSP8 DYNC2I1 ELL2 EMC9 ENPP3 EPB42 EPDR1 ERFE EVI5 EYA4 FAM234B FCMR FHDC1 FHIT FN3K FNTB FZD7 GAL GAREM1 GBP6 GDPD1 GLS2 GML GNA14 GOLM1 GPC4 GPSM2 GSTP1 GTF2H4 H3-3A HEBP1 HOMER2 HPN HPSE2 IGF2R IGKV1D-33 IGSF3 IRF7 ISG20 KCNAB1 KEL KLF5 KLHDC8B KLK1 KRTCAP3 LCAT LCN2 LKAAEAR1 LMCD1 LMNA LPIN1 LRRC36 LTF LY6K MARCHF8 MARVELD2 MATCAP2 MBOAT2 MEGF9 METTL8 MFHAS1 MFSD9 MGLL MGST3 MLF1 MMP14 MMP8 MMP9 MXD3 MYL11 MYLK3 NAGS NEFH NFIA NIPA1 NQO1 NSMCE3 NTN4 NXPE4 OAS1 OASL OR10X1 OSGEPL1 P4HA2 PAQR4 PAQR9 PARM1 PC PCCB PDE4A PDIA2 PGAP3 PGAP6 PHLDA2 PHYHIP PIH1D2 PIK3R2 PLPP1 PLXDC1 PM20D2 PPM1L PPP2R5B PTK2 PXMP2 RAB3IL1 RADX RANBP17 REC8 RECQL4 RETNLB RFESD RGS7BP RHAG RHD RLIG1 RNF128 RTP1 RYK S100A8 S100A9 SAMD11 SCRN3 SEC14L2 SEMA6A SEPTIN4 SEPTIN8 SESN2 SH2D4A SH3TC2 SHISA9 SLC11A2 SLC12A4 SLC22A23 SLC25A51 SLC29A1 SLC30A10 SLC38A5 SLC38A9 SLC39A8 SLC41A3 SLC46A3 SLC6A20 SLC7A7 SLFN12L SMIM1 SORBS1 SPHK1 SPIRE1 SQOR TAC3 TARS3 TEX264 TFR2 TINAGL1 TKTL1 TLCD4 TMEM72 TNS1 TRAK2 TRIM10 TRIM17 TRIM2 TSPAN15 TSPAN33 TSPAN8 TSPO2 TTC39A TUBA8 UBAC1 UBLCP1 VAMP1 WDSUB1 WFDC21P WRN YAE1 YPEL4 ZBTB46 ZFP36L1 ZG16 ZNF316 ZNF703 ZNF821 CHYLA_CBFA2T3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CHYLA_CBFA2T3_TARGETS_UP AATK ABCD2 ABCG1 ACOD1 ADAP1 ADGRG3 ADGRL4 ADSS1 AFAP1L1 ALAS1 ALOX5AP ALPK1 ANK3 ANXA3 ANXA5 APP APPL2 ARHGDIB ARHGEF2 ARHGEF3 ARHGEF6 ARID5A ARL11 ARMCX4 AS3MT ASS1 ATP10A ATP13A2 ATP8B4 ATRNL1 B3GNT8 B4GALNT4 B4GALT6 BACE1 BCR BEX2 BPIFC C11orf54 C17orf50 C1R C1orf21 C1orf54 CABLES1 CALML4 CALR CASK CASP1 CCDC102A CCDC125 CCM2L CCND2 CD209 CD300LG CD34 CD48 CD93 CDA CDIN1 CDK5R1 CEBPB CEBPE CELF2 CEMIP2 CEROX1 CFAP57 CHD7 CHD9 CIDEB CLDN15 CLEC10A CLEC12A CLEC4D CLEC4E CLEC5A CPNE3 CRACR2B CRIPTO CSRNP1 CST7 CTF1 CTSC CTSG CUEDC1 CX3CR1 CXCR4 CXCR6 CXXC4 CXXC5 CYP2J2 CYTH4 DEPP1 DNMBP DNTT DOCK9 DRAM1 DSG1 DSTN DUSP2 EBF1 EBI3 EEPD1 EGLN3 EHD3 EIF4EBP2 ELANE ELOVL7 EMP1 ENDOU EPX ERN1 ERO1B ESAM EVI2B F10 F13A1 F2R F2RL2 F2RL3 FABP5 FBP1 FCGR2A FCGR2B FFAR2 FKBP11 FLT1 FNBP1L FNDC3B GADD45B GALK2 GAS7 GBP4 GBX2 GCA GCHFR GET1 GFI1 GFRA1 GGTA1 GMFG GMPR GOLGA5 GOPC GPR15LG GPR160 GPR171 GPR65 GPRC5A GPT2 GRIA3 GRPEL2 GSTM1 GYS1 GZMA GZMH H2BC17 H6PD HDC HES5 HIVEP3 HK3 HLA-DQA1 HNMT HOMER3 HOXB2 HP HPGD HPS3 HPSE HSD11B1 HSD17B1 HVCN1 ICA1 ID1 IDH1 IGLL1 IGSF6 IKBKE IL21R IL5RA IRF6 ITIH5 ITM2A ITPKB KALRN KCNIP3 KLF8 KLHL5 KLKB1 KLRB1 KRT18 KRT7 KRT80 LAPTM5 LBP LCP1 LDHB LDHC LDLRAD3 LGR5 LMO1 LPGAT1 LRP12 LTB4R LYZL2 MAN1C1 MAP3K15 MAST4 MCTP1 MCUB MDGA1 MEFV MFNG MFSD13A MGAM MGST2 MISP MOGAT2 MS4A3 MSANTD3 MTA3 MTF2 MYCT1 MYO7A NALCN NAV2 NCF2 NCF4 NEK6 NEMP1 NIM1K NKG7 NOSTRIN NOTCH3 NPL NR1H3 NRG1 NRG4 OLR1 OR2A14 OR5AC1 P2RX7 P2RY14 PAM PARD3B PARP8 PDE2A PELI2 PGAM1 PHF21A PIK3IP1 PKD1L3 PLCG2 PLD4 PLEK2 PLEKHA1 PLEKHA2 PLOD3 PLPP2 PLPPR3 POGLUT3 PPBP PPFIBP2 PPIA PPIC PPM1K PPP1R14A PPP1R3B PRG2 PRG3 PRKCQ PRODH PRSS16 PRSS57 PRTN3 PTGER2 PTGS1 PTPRJ PXYLP1 RAB11FIP5 RAB27A RAB27B RAB31 RAB44 RAG1 RALB RALGPS2 RAMP1 RASGRP2 RASSF8 RBPMS RHOB RHOBTB1 RHOQ RIN3 RNASE2 RNASE3 RNF180 RSPH9 S100A11 SCAMP5 SELPLG SEPTIN6 SERPINA3 SERPINB1 SERPINB10 SERPINB2 SGMS2 SH3BGRL2 SH3TC1 SIGLEC5 SLA2 SLAMF1 SLC16A9 SLC24A5 SLC28A2 SLC32A1 SLC35B4 SLC45A4 SLC4A8 SLC7A6 SLCO3A1 SLCO4A1 SLPI SMYD4 SNX24 SOCS2 SOX13 SPEF1 SPI1 SPNS3 SPTAN1 SPTBN1 SSTR2 STARD8 STING1 STOX1 STOX2 SUN2 TAF5L TBXA2R TCEA2 TCIRG1 TCN2 TEK TESMIN TET2 TF TFEC TGFBI THADA THNSL2 TIFAB TLE6 TLR12P TM6SF1 TMED3 TMEM119 TMEM141 TMEM144 TMEM150B TMEM38B TMEM53 TMOD1 TNFAIP8 TNFRSF12A TNFRSF1A TPM4 TREM1 TRIM45 TSC22D3 TSLP TTC39C TTPA UACA UBASH3B UCN UNC93B1 UPK3BL1 VAT1 VILL VPREB1 VPREB3 VSIG10L WLS ZC2HC1A ZNF124 ZNF226 ZXDC CLASPER_LYMPHATIC_VESSELS_DURING_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLASPER_LYMPHATIC_VESSELS_DURING_METASTASIS_DN BGN CDH11 CDH2 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 CXCL6 EMILIN2 FBN1 FOXC2 GPC1 JAM2 LAMA2 LOX LOXL1 LPAR1 LTBP1 LTBP2 NT5E PCOLCE PCOLCE2 RDX ROBO1 S1PR3 SDC1 SDC2 SEMA3C SYK TIMP1 TWIST2 VCAN CLASPER_LYMPHATIC_VESSELS_DURING_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLASPER_LYMPHATIC_VESSELS_DURING_METASTASIS_UP ADM AJUBA ANGPT2 CD200 CXADR EDN1 ENG ESAM F11R HOXB5 LEPR NECTIN2 PDGFB PIM1 SPRY1 TGFB2 TGFB3 THBS1 TNC UNC5B CLAUS_PGR_POSITIVE_MENINGIOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLAUS_PGR_POSITIVE_MENINGIOMA_DN BACE2 BCL2 EDNRA FMNL3 FSTL1 HEG1 MAP4K4 MEGF9 NLN PDGFRB SOX4 TM4SF1 CLAUS_PGR_POSITIVE_MENINGIOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLAUS_PGR_POSITIVE_MENINGIOMA_UP BLTP1 C4orf3 FAT4 NDUFA6 PEX11A PNMA8A SERPINB1 SLC24A3 SLC47A1 SNRPD3 CLIMENT_BREAST_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLIMENT_BREAST_CANCER_COPY_NUMBER_DN CASP9 CHRNA9 KIF13B MTUS1 NRG1 PDGFRL PPP2R1B SOX7 CLIMENT_BREAST_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CLIMENT_BREAST_CANCER_COPY_NUMBER_UP BCL6 CCND1 CTTN EBAG9 ERBB2 ESRRG EXT1 FGF3 FGFR1 JAG1 KCNQ3 MTSS1 MYC PAK1 PREX1 PTPRT RBBP5 SLA SOX9 STK3 TG WNT3 WNT9B COATES_MACROPHAGE_M1_VS_M2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COATES_MACROPHAGE_M1_VS_M2_DN ADAM8 AHNAK2 AK4 AKR1E2 ALDOC ANG ANKRD37 ARG1 ARSK ATG4D ATP6V0D2 BNIP3 BST1 C1QB C1QC C1QTNF12 C5orf34 CBLB CD24 CD300C CD300LD CD5L CHIA COL20A1 CRIPT CTSK CYTIP EFHD2 EGLN3 ERO1A F10 F7 FAM177A1 FAM199X FAM241A FBLIM1 FLRT2 GASK1B GDF15 GPRC5B HILPDA HLA-A HLA-B HS6ST1 HSPA1A HSPA1B IGF2R IGHM IL18BP ITGB3 LBP LIN7C LRRC27 MCOLN3 MFGE8 MGST2 MYO1F PADI4 PDXDC1 PINK1 PKDCC PPP1R3E PRDX2 PROCR PTGER2 QRICH1 RGCC RIMBP2 RPGRIP1 RRAS2 SCD SH2B2 SLC2A1 SNHG6 SOAT1 THBS1 TJP2 TLR1 TMEM267 TULP4 UCHL1 VEGFA XDH ZNF616 COATES_MACROPHAGE_M1_VS_M2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COATES_MACROPHAGE_M1_VS_M2_UP ABCA9 ABHD1 ACSS1 ACYP2 ADA AIF1 ALAD ARFGEF3 ARSB ATP6V0E2 AXL BCKDHB BLOC1S6 CADM1 CAP1 CAPN5 CBX6 CD59 CFH CLBA1 CNRIP1 COLEC12 COMT CRIM1 CXCL14 CXCR4 DST DYNLT1 EMC1 ENO2 FAM124A FAM135A FGD2 FILIP1L GALNT11 GATM GDA GJA1 GLO1 GNB4 HAUS2 HDDC3 HLA-DQA1 HMGN3 KCNJ10 LAMA3 LCORL LYPLAL1 MAF MALAT1 MARCKSL1 MARCO MSR1 NAT8L NRCAM OGFRL1 P2RY13 PIANP PIK3AP1 PLAAT3 PLBD1 PLXDC2 PPP2R5C PTGER3 RAB10 RAPSN RASAL2 RCBTB2 RCN1 RFX3 RPL14 SFI1 SLC35A1 SLC40A1 SLC7A7 SLCO2B1 SRD5A3 TGFBI TIFAB TM7SF3 TOR3A TTC3 TUBB2B TXNIP USE1 ZNF616 ZNF724 COLDREN_GEFITINIB_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLDREN_GEFITINIB_RESISTANCE_DN ACP3 ADAM28 ADAP1 ADGRF1 ADK AGR2 AIG1 AKTIP ALDH1A3 ANKRD22 ANXA9 AP1M2 ARAP2 ARFGEF3 ARHGDIB ATP2C2 ATP5IF1 B3GNT3 BICDL2 BIK BLACAT1 BLNK BSPRY C1orf116 C1orf21 C6orf132 CAB39 CAPN8 CAPS CCDC115 CCDC149 CCDC57 CCNG2 CDH1 CDH3 CDS1 CENPU CGN CLDN4 CLDN7 CLDN9 CNKSR1 COBLL1 COMT CRACDL CRYBG1 CRYBG2 CST6 CYP2J2 DAPP1 DDR1 DOK7 DST EHF ELF3 ELMO3 EMB ENDOD1 ENPP4 ENPP5 EPHA1 EPN3 EPPK1 EPS8L1 EPS8L2 ERBB3 ERP27 ESRP2 EXPH5 FAM110A FAM171B FAM3C FGD4 FGFBP1 FRMD4B FXYD3 GAB1 GALNT3 GCA GCNT2 GIRGL GNAS GPR160 GPR87 GRAMD1C GRHL1 GRHL2 GRHL2-DT GRHL3 GUCY1B1 GUK1 HMGCL HS3ST1 HSD17B7 IKZF2 ILRUN-AS1 IRF6 ITGB6 JUN-DT KALRN KANSL1-AS1 KCNMB4 KDF1 KIAA0040 KLC3 KLK6 KRT15 KRT19 LAD1 LAMC2 LGALS9 LIMA1 LIPH LMO7 LNX1 LRATD2 LRG1 LSR MACC1 MAL2 MAPK13 MARVELD3 MBOAT1 MFSD6 MPP7 MPZL2 MPZL3 MROH1 MST1R MYH14 MYO1D MYO6 NECTIN4 NHSL3 NPNT OCLNP1 OVOL1 OVOL2 PDE5A PEG10 PIK3IP1 PITPNM3 PLEKHA7 PLEKHF2 PPL PRKCD PRR15L PRRG2 PRRG4 PRSS22 PRSS8 PSD4 PTK6 QSOX1 RAB11FIP4 RAB25 RAB38 RASEF RBM47 REPS2 RHOD RIPK4 RNF114 RNF141 S100A14 S100A16 SCAMP2 SCEL SESTD1 SH3BGRL2 SH3YL1 SLC1A1 SLC2A12 SLC35A3 SLC44A3 SMAGP SMIM22 SMIM5 SMPDL3B SPINK2 SPINT1 SPINT1-AS1 SPOPL SPTLC3 SRPX2 ST14 STAP2 STARD10 STK39 SVIL SYNE4 SYTL1 SYTL5 TACSTD2 TBC1D8B TC2N TJP2 TJP3 TMC4 TMC5 TMEM123 TMEM125 TMEM265 TMEM30B TMEM40 TMEM45B TMEM54 TMPRSS4 TSPAN1 TTC22 UNC13D USP44 VAMP8 VAV3 WDFY1 WEE1 WFDC3 WLS ZDHHC21 ZIK1 ZMYM6 ZNF429 ZNF43 ZNF468 ZNF506 ZNF600 ZNF649 ZNF681 ZNF818P ZNF91 COLDREN_GEFITINIB_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLDREN_GEFITINIB_RESISTANCE_UP ACTR1A ADISSP ALDH1A1 ALDH1B1 ARL3 ARMH3 BMERB1 BMS1 BORCS7 C18orf21 CDH2 CDK5RAP2 CEBPG COPRS COX15 CRTAP CSGALNACT2 CTPS1 DLX1 DPH5 DZIP1 FBXO30 FSD1L GAS5 GOT1 IARS1 ID3 IDE IKBIP ITPRIP JAM3 KCTD15 KLHL15 KMT2B LIX1L MAP1B MDM4 MFSD12 MLLT11 NAA10 NAP1L1 NFKBIZ NOL8 NSMAF NXPE3 OLFM1 P3H1 PARVB PCGF6 PDCD11 PDHA1 POLRMT PPIF PPP2R1B PRELID1 PTPRG QPCT RABEPK RAD50 RFK RFLNB RHOQ SACS SELENOM SLC39A14 SLC47A1 SLC7A1 SOX12 SRRT SUPV3L1 TAMM41 TBL1X TIMM50 TMEM158 TRAF5 TRMT1 TRNT1 TTL TUB TWNK UBA2 UBE2M UCHL1 USP36 WDR62 ZEB1 COLINA_TARGETS_OF_4EBP1_AND_4EBP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLINA_TARGETS_OF_4EBP1_AND_4EBP2 ABCB1 ABCC4 ABCG2 ABHD11 ACADM ACSL5 ADA ADAMTS1 ADGRG2 AGGF1 AIG1 AKAP12 ALDH2 ALDH7A1 ANG ANLN APTX ARFGAP2 ARMCX2 ASF1B ASNSD1 ATAD3A ATM ATP10D ATP1B1 AUP1 AURKB B2M BACE1 BAG1 BCAT1 BHLHE40 BICC1 BID BIRC5 BLVRB BMI1 BST2 C1R C1S C3 C4B C4BPA CA13 CAMK1 CCL5 CCN5 CCNA2 CCNB1 CCND1 CD14 CD302 CD59 CDC20 CDC25B CDC42SE1 CDH11 CDK8 CDO1 CDT1 CELF2 CENPH CENPK CHRAC1 CLTB CNMD COL2A1 CP CPT1C CR1L CREG1 CRYGS CRYZ CTSH CXCL6 DBF4 DBP DDAH1 DHRS1 DIAPH3 DLGAP5 DNAJC15 DNAJC19 DTD1 ECT2 EGFL6 EIF1AX EMB ENO2 ENO3 ESPL1 EXOC2 EXOSC8 EYA1 F3 FABP4 FABP7 FBXO5 FGF18 FGF7 FMNL3 FOXA1 FOXC1 FOXC2 FOXD1 FOXM1 FOXP1 FOXP2 FST FUCA1 FXYD5 GALM GALT GBP2 GBP4 GLA GLCCI1 GMNN GNG11 GPAA1 GPRASP3 GPX3 GPX7 GRK5 GRN GRWD1 HAT1 HAUS1 HDDC3 HELLS HEXB HLA-A HLA-B HLA-E HMMR HNRNPR HOXA2 HOXA5 HOXB2 HSDL2 ID2 ID3 ID4 IFI27L2 IFI35 IFI44 IFIT2 IFITM3 IFNGR1 IFT20 IGFBP2 IL13RA1 IL1RN ILF2 IMPACT IRF9 IRGM IRX3 ISG15 ISLR ITIH2 KAZALD1 KHDRBS3 KIF20A KIF22 KIF2C KRT10 KRT32 KYAT3 LAMP2 LBP LCN2 LGALS3BP LGALS8 LGALS9 LPAR6 LRRC40 LTBP2 LXN LY6E LY96 LYPLAL1 MAPRE2 MELK MFAP2 MFSD1 MGST1 MMACHC MME MMP3 MRPL23 MRPL37 MT1A MT2A MTREX NACC1 NAMPT NAT8B NDC1 NDC80 NDN NEK2 NEO1 NFIB NFKB1 NIT1 NNMT NPR3 NQO2 NR2F1 NRN1 NSG1 NUDT5 NUF2 NUSAP1 OASL2P ORMDL1 OSBPL3 OSR1 P2RX4 PAFAH2 PALS2 PAM PARP12 PARP3 PAX8 PBK PCBD2 PDE1A PDPN PERP PFDN1 PFKL PFN2 PGM1 PHKA2 PHKB PHLDA1 PHPT1 PIP4P2 PIR PLK1 PLOD2 PLPP3 PLSCR1 PNP PNRC2 POLA1 POLE POLR2D PON2 PON3 POSTN PPFIBP2 PPP1R3C PPP1R8 PRKCA PRMT5 PRRX1 PSMB8 PSMB9 PTGR3 PTPRF PWP2 PYCR3 RAB28 RACGAP1 RAD1 RAD51 RAD9A RAMP2 RAP2A RBM12 RBMX RCC2 RECK RFK RFX5 RIPK3 RNASE4 RNF113A RNF128 RSPO2 RTP4 S100A1 S100A13 SASH1 SCARA3 SCARB2 SDC4 SELENOW SESN1 SESN3 SFRP4 SHISA5 SIGMAR1 SKAP2 SLC12A2 SLC16A3 SLC29A1 SLC41A2 SLCO3A1 SMARCA2 SMPDL3B SNRPD1 SNRPE SNURF SOD3 SRPX SSPN STAT1 STC2 SUB1 SVEP1 TACC3 TBX1 TCEAL1 TCIRG1 TFPI TGM2 THBD THBS1 THOC1 TIMM10 TINAGL1 TM4SF1 TMEM47 TMEM53 TMEM97 TNFRSF11B TOP2A TOR1AIP1 TOR3A TPP1 TPX2 TRIM25 TRIM32 TRIM5 TRIM54 TSPAN17 TSPAN6 TTK TUT4 UBE2T UBQLN1 UPF3B USP18 VAMP3 VAMP5 VCAM1 VEGFB VIT WNT5A WNT5B XPO1 ZBP1 ZNF322 ZNF35 ZZZ3 COLIN_PILOCYTIC_ASTROCYTOMA_VS_GLIOBLASTOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLIN_PILOCYTIC_ASTROCYTOMA_VS_GLIOBLASTOMA_DN A2M ANXA2 BHLHE40 CHI3L1 COL4A3 CRYGS CSNK1A1 CTNNB1 DYNC1I1 EDNRB EGFR FMOD FN1 GPNMB NPC2 PGK1 PLIN2 POLR2C PRRX1 SLC30A9 SPP1 SQSTM1 TFRC TGFBI TIMP3 TRIM24 TXNRD1 ZFAND6 COLIN_PILOCYTIC_ASTROCYTOMA_VS_GLIOBLASTOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLIN_PILOCYTIC_ASTROCYTOMA_VS_GLIOBLASTOMA_UP ALDOC ANGPTL2 APOD ATP1A2 CPE DKK3 DNER EEF1A1 FTH1 GALNT13 GFAP GLUL GPRC5B HLA-A HTRA1 ITGA3 NLGN2 OLIG2 PDZD2 PLA2G2A PLEKHB1 RASSF2 RTN3 SCD SCRG1 SERPINA3 SERPINE2 SOD2 SOX10 SOX8 SPOCK1 TF TNFRSF21 TSPAN7 COLLER_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLLER_MYC_TARGETS_DN A2M CAVIN3 CCN2 CDKN1A COL3A1 NREP PDGFRA COLLER_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLLER_MYC_TARGETS_UP AHCY AK4 ASS1 C1QBP CCND2 CEBPZ CKS2 EIF5A FABP5 FBL G0S2 GPI GRPEL1 HDGF HSPD1 IARS1 NAMPT NCL ODC1 POLR2H PPIF SLC16A1 TFRC TRAP1 COLLIS_PRKDC_REGULATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLLIS_PRKDC_REGULATORS C1D CASP3 CLU LIG4 MDC1 PPA1 PPP2CA PPP5C PRKCD PTPN1 TIPARP XRCC4 XRCC5 COLLIS_PRKDC_SUBSTRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COLLIS_PRKDC_SUBSTRATES C1D CTDP1 DCLRE1C H2AX HSP90AA1 IGHG1 MYC PARP1 POLR2A POU2F1 RPA1 SNRNP200 SP1 SRF TP53 WRN XRCC4 CONCANNON_APOPTOSIS_BY_EPOXOMICIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CONCANNON_APOPTOSIS_BY_EPOXOMICIN_DN ABCA12 ABHD14A ACYP1 ADCY1 ADM AGPAT1 AK4 AKAP1 ALDH7A1 ALDOC ANAPC15 APRT ASCL1 ATP5MC1 AURKA AURKB BCKDHB BCL11A BIRC5 BUB1 C10orf95-AS1 C7 CADM1 CADPS CBX5 CCNA2 CD24 CDC20 CDH11 CDK1 CENPA CETN3 CHGA CHRDL1 CHRNA3 CLCN4 CMC4 COX17 CXCR4 CYB5A DACH1 DBI DHCR24 DHFR DLGAP5 DNASE1L1 DNPH1 DOK4 DPY19L1 DUSP7 EID1 ELMO1 EMILIN1 ENSG00000291006 ESPL1 ESRRG ETV1 EXOSC9 FABP5 FZD2 GDF11 GM2A GNG11 GTF2H5 H1-10 H2AZ2 H4C12 H4C3 H4C9 HDAC9 HK2 HMGB2 HMGN2P9 HMGN3 HMMR ICA1 IGSF3 IL7 INSIG1 KCNMA1 KIF23 KIFC1 LAGE3 LDHA LDOC1 LIMK2 LINC00847 LMO1 LMO3 LRRN3 LSM2 LSM7 LUM MAB21L1 MAD2L1 MAOA MAP2K6 MARCKS MARCKSL1 MFAP4 MFSD10 MIR124-1HG MKI67 MLLT3 MTUS1 MXI1 MYB MYC MYCN MYOF NDUFA2 NDUFB1 NDUFB6 NELL1 NFE2L3 NFIB NHP2 NME4 NREP NUDT1 PCLAF PCOLCE PDGFRA PDGFRL PDK1 PEBP1 PFKP PHOX2B PLK1 PLPPR4 POLD1 POLR2L PPEF1 PPFIA4 PTTG1 PTX3 RAPGEF4 RGS13 RGS4 RLN2 RPA3 RPH3A RPS6KA2 RTL8C RTN1 S100A4 SCHIP1 SIX3 SLC18A1 SLC1A1 SLC6A2 SMAD6 SNRPG SORL1 SPC25 SPRY2 SPTSSA STMN1 TBC1D30 TENM4 TFAP2B TFRC TMEM158 TMSB10 TMSB15A TMSB4X TMT1A TMX4 TNFAIP6 TOP2A TRAPPC6A TSPOAP1 TWIST1 UBE2C VCAN VSNL1 CONCANNON_APOPTOSIS_BY_EPOXOMICIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CONCANNON_APOPTOSIS_BY_EPOXOMICIN_UP ABCG1 ABHD3 ABLIM3 ACADVL ACHE ACTA2 ADRM1 AKAP6 AKR1C1 AKR1C3 ALDH1A2 ANXA2 AQP3 ARHGEF2 ARK2N ATF3 ATP2B4 BAK1 BBC3 BCL2L11 BLVRB BSCL2 C1S CALCA CAMK2G CAP2 CASP7 CCNT2 CCPG1 CD44 CDK11B CDKN1A CDR1 CEBPB CEBPG CEP170B CHM CLTB CLU COL16A1 CREB5 CREM CTH CYB5R1 CYP4F2 CYP4F3 DAP3 DDIT3 DGKE DHRS3 DNAJB1 DNAJB2 DNAJB4 DNAJB6 DNAJC2 DOK1 DTNA DUSP1 DUSP3 DUSP4 DYNC1H1 DYNC1I1 EIF5 ELL2 EPB41 EPCAM F2RL1 FAS FAT1 FILIP1L FLNC FOS GABARAPL1 GADD45A GADD45G GCLM GDF15 GDF7 GEM GLA GLRX3 GLS GOSR2 GPX3 GSR GTF2A1 HEG1 HMOX1 HSPA1A HSPA4 HSPA4L HSPA6 HSPA9 HSPB1 HSPH1 ICAM2 IDE IFRD1 IL11 IL15 IL6R INPP5D ITGA7 JMJD6 JUN KCTD20 KIAA0319 KIAA0930 KIF1B KITLG KLF6 KLHL21 LAMP3 LDAF1 LGALS8 LIN37 LMNA LMO2 LPXN LRIG1 MAFF MAGEB1 MAP1A MAP1B MAP1LC3B MAP2 MAP3K14 MBOAT7 MDM2 ME1 MEST MICB MIR22HG MSX2 MXD1 N4BP2L2 NACC2 NEAT1 NQO1 NQO2 NSFL1C NTS NUCB1 ORC3 P4HA2 PALLD PCSK1 PCYT1A PCYT1B PDLIM3 PGF PHKG2 PHLDA2 PHTF1 PLAAT3 PLAT PLD3 PLK2 POLR3C PPP1R15A PRDM2 PRKCZ PRSS12 PSMA5 PSMD1 PSMD11 PSMD12 PSMD13 PTPRN PXDC1 RAB21 RAB36 RFPL1 RHBDD3 RIT1 RRAD SAT1 SEL1L3 SERPINB8 SERPINE1 SERPINH1 SKIL SLC12A4 SLC16A3 SLC38A6 SLC3A2 SLC7A1 SLC7A11 SLC7A5 SLCO3A1 SMG1 SMOX SNRK SPATA2 SPP1 SQSTM1 SRP19 SSX1 SSX2 STIP1 STK17A STX16 STX6 SUSD5 SYCP2 SYNJ2 SYT2 TAC1 TAF13 TGFBR2 THBS4 TMF1 TNFRSF10B TNFSF9 TNKS TNPO2 TOM1 TOP3B TOP6BL TSPAN9 TSPYL2 TTC1 TTC39A TUBA4A U2 UBE2H UBFD1 UBR4 UFD1 UPP1 WARS1 WWTR1 YKT6 ZFP36 ZFR ZNF10 ZNF185 ZRSR2 ZYX CONRAD_GERMLINE_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CONRAD_GERMLINE_STEM_CELL DAZL DDX4 DPPA3 ESX1 FSTL1 SAT1 SPAG9 STRBP TSGA10 TSGA13 TSPY1 TSPY2 ZP3 CONRAD_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CONRAD_STEM_CELL AKT3 CD9 CXCL5 DKK3 DNMT3B DPPA2 DPPA4 ELOVL6 GABRB3 GDF3 GJA1 HSPA4 KLF4 KLF5 LIN28A LIN28B MYBL2 MYC MYCBP NANOG PHC1 PHTF2 PIWIL2 POU5F1 POU6F1 PROM1 PRRX1 RET REXO1 RHOXF1 SALL2 SOX2 TEP1 TERF1 TINF2 TTLL4 UTF1 ZFP42 ZNF436 CORONEL_RFX7_DIRECT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CORONEL_RFX7_DIRECT_TARGETS_UP ABAT ARL15 ATOSA ATRX CABIN1 CAT CCND1 CCNG2 CDK4 CIC DIP2A DOLPP1 DSE EMC9 FAM111A HNRNPUL2 INTS3 IP6K2 KLF9 MAF MXD4 NRSN2-AS1 OTUD5 PDCD4 PI4K2A PIK3IP1 PIK3R3 PTMS RAB40B RAP2A REV3L RFX5 RMND5A RPS6KA5 SESN3 SLC43A2 TOB2 TOP2B TP53INP1 TSC22D1 TSPYL1 TSPYL2 UBE2H XRCC1 CORRE_MULTIPLE_MYELOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CORRE_MULTIPLE_MYELOMA_DN ACAN ALDH7A1 BARD1 BLVRA CADPS2 CCN4 CDCA5 CH25H CNKSR3 COL11A1 COLEC12 CXCL12 EYA2 EZR FBLN1 FBXO6 FNDC1-AS1 FOS FZD1 GAS1 HOXA10 HOXA9 HS3ST3B1 IGF1 IMPA2 INSIG1 KIF21A LAMA2 LAPTM5 LIN7A LINC00840 LPAR1 LRIG3 MAF MAMDC2 MEOX2 MME NEK2 NLGN4X NPR3 OLFML3 PENK PLCL1 POTEKP PRRT2 PTGR3 RBP4 RPL39L SELENBP1 SETBP1 SLC1A3 SPATA1 SULF2 TCEA3 TENT5B TMEM119 TNFRSF19 TRIM59 ZFP36L2 CORRE_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CORRE_MULTIPLE_MYELOMA_UP AADAC ABCA6 ADAM23 ADAMTS12 ALDH1A3 ANGPTL4 ANKRD1 AREG ATXN1 C15orf48 C2CD4A CD200 CDKN2A CLCN4 CLDN11 COL13A1 CREM CSGALNACT1 DKK1 DMD DPP4 DPPA3 EIF4EBP1 EXOC6B FAM167A FAM43A GATA6 GCKR GDF15 GLRX HGD IL1B INKA2 ITGA2 ITIH4 KCNT2 KCTD16 LINC01114 LINC01694 LINC02615 LMO2 LZTS3 MAFF MAP4K3-DT MARCHF4 MYCT1 MYO1D NALF1 NLRP1 NRXN3 OTULINL PCDH10-DT PDE10A PDGFRL PLAT PSPH PTGIS PTPRR RBMS3-AS3 RGS4 RGS7BP RHOJ RNF145 SAMSN1 SCG2 SEPTIN9 SERPINB2 SERPINE1 SLC22A23 SLC24A3 SLC25A23 SLC7A5 SNX25 TFPI TLR4 TNFSF4 TRAV8-3 USP53 VEPH1 ZNF582-DT COULOUARN_TEMPORAL_TGFB1_SIGNATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COULOUARN_TEMPORAL_TGFB1_SIGNATURE_DN ABCB1 ABCC3 ACSL3 ACVR1 ACVR1B ALAS1 ALCAM ALDH1A1 ALDH3A2 ALDOB ARHGAP6 ARID3A ARID5B BAG3 BMPR2 C1orf115 CA8 CBS CCDC85A CDA CHKA CHP1 CLUH COL18A1 CPN1 CTNND1 CXADR CXCL12 CXXC5 CYP3A7 CYP51A1 DDX28 DEPDC7 DGAT2 DHCR24 DHCR7 DHRS1 DUS1L DUSP3 DUSP6 DYRK3 ENTPD5 EPS8L2 ERRFI1 FARSB FDPS FGF8 GADD45A GADD45B GADD45G GCNT2 GJB2 GK GLUL GPD1 GPT GRHPR GSDMD GSE1 GSS GSTA1 GSTO1 H2BC15 HABP2 HAMP HCN2 HCRT HIPK2 HMGA2 HMGCS1 HPGD ID2B IDH1 IGFBP3 IGFBP4 IRF2BPL JAG1 LDLR LGALS3 LPIN2 LRP1 MAPRE3 METTL26 MOSPD3 MSMO1 MSRB1 NDEL1 NFKBIA NHERF1 NSMCE3 OSGIN1 PCDH1 PCYT2 PLPP3 PPFIBP2 PRG4 RAB17 RAPGEF2 RASSF5 RELB REX1BD RHOB RSC1A1 SCP2 SELENBP1 SELENOP SERINC2 SERPIND1 SH3BP2 SLC23A2 SLC25A13 SLC25A37 SLC26A1 SLC2A8 SLC35C1 SNAI1 SORBS2 SPPL3 SPRR1A SREBF2 STOM STX5 SULT1E1 SVIL TGM1 TM7SF2 TMEM127 TNK2 TP53INP1 TRIB3 TSC22D2 TSPYL2 TTC39C UBE2L6 UGT2B10 UGT2B15 ZFP36L2 ZSWIM4 COULOUARN_TEMPORAL_TGFB1_SIGNATURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COULOUARN_TEMPORAL_TGFB1_SIGNATURE_UP AFP ALS2 AMD1 ARHGAP29 ASNS BCL2L14 BCL3 BHLHE40 BTG1 C9orf72 CCN2 CHMP4C CLDN4 CLIC4 CPD CRCT1 CSNK1E CXCL1 CXCL10 DDIT4 DDR1 DHX32 DUSP4 EMD EPG5 ERGIC1 EXOC7 FCHO2 FGD6 FOSL2 FOXQ1 GGA3 GJA5 GNG13 GRB7 GTSE1 HMBS HMGXB4 HSPA4 IDI1 IER3 IFNGR1 IKBKE IMPACT IQGAP1 ITGA6 KCTD3 LGMN LIMA1 LMO7 LPGAT1 MAL2 MAML2 MAP3K20 MOK NAB1 NBEAL1 NCS1 NET1 NFE2L2 NGF NKAPD1 NRP1 PALMD PDCD10 PDGFA PDLIM7 PICALM PIGH PIP4K2B PLAT PLEKHA3 PMEPA1 PRUNE1 RASSF8 RBM47 RPS6KC1 SERPINE1 SGK1 SKIL SLC20A1 SLC29A1 SLC35D2 SLC40A1 SLC48A1 SLC6A8 SMAD7 SMURF2 SOX4 SOX9 SPATS2L SPPL2A SPRR3 SQLE TBC1D1 TBCEL TEX10 TFPI2 TGFBR1 TGIF1 TMSB4X TMX2 TNFRSF1B UAP1L1 UBR2 UNC5B VCPIP1 VIM ZCCHC10 COWLING_MYCN_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/COWLING_MYCN_TARGETS ALPK2 ANO4 AP1S3 APH1B B4GALT4 BMPER CNN1 COL11A1 COPZ2 COX7A1 CPEB1 CPXM2 CRYAB DDAH2 DSEL FBLN5 GALNT9 GREM1 GRIA3 HSPB2 IGFBP5 LBH MFGE8 MMP10 MMP3 MYL5 MYL9 NLRX1 ODAPH PBX3 PRR5L PRSS30P PVALB RND2 SAMD9L SHOX2 SLC16A2 SPP1 STMN2 SYNC TAGLN TK2 TUBB2A CREIGHTON_AKT1_SIGNALING_VIA_MTOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_AKT1_SIGNALING_VIA_MTOR_DN ALDOA ATP6AP1 ATP6V0B ATP6V0C ATP6V1F CIB1 CTSA DHCR7 GOT1 GPI KRT8 MIF MRPS7 PAFAH1B3 PFKL PPP2R1A PPP4C RGL2 TNFRSF12A TOM1 TSPAN1 TUBB4B YWHAB CREIGHTON_AKT1_SIGNALING_VIA_MTOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_AKT1_SIGNALING_VIA_MTOR_UP ADIPOR1 AKT1 ARHGEF16 BIK BRMS1 BSG CDC34 CDK16 CLDN3 CLSTN1 CORO1B CYB561 DDR1 DUSP10 GPX4 HNRNPAB KCTD5 LASP1 MMP15 MVK NECTIN2 NEDD8 NEU1 PMPCA POR PRKCD RNF126 SLC37A1 SPINT1 SYNJ2BP TJP3 TMED10 TOLLIP UBE2M CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_1 AARS1 ABAT ABCA12 ABCC13 ABI2 ACSS3 ACTMAP ADAMTS19 ADCY1 ADCY3 ADGRG6 ADISSP ADK ADSL AFF3 AGR3 AHNAK2 AIDA ANKRD28 ANP32B ANXA6 AP1S2 APBB2 APEX1 AREG ARHGAP24 ARHGAP36 ARHGEF2 ARID2 ARL2 ARL4A ARMC10 ARMCX1 ARMT1 ARPC5 ASNS ASPM ATF5 ATIC ATP5PO ATP8B2 ATRNL1 ATXN1 AURKB BARD1 BATF BBIP1 BCL11B BCL2 BCS1L BDH2 BMERB1 BMP8B BMPER BTG2 BZW2 C19orf48P C1QTNF6 C1orf226 C8orf88 CA12 CA2 CAD CADM1 CALCR CALHM2 CAMTA1 CAP2 CAV1 CBL CCDC112 CCDC18-AS1 CCDC83 CCDC85B CCNB1IP1 CCNB2 CD99 CDC25B CDH3 CDK2 CDK4 CDKN3 CELSR2 CENPF CEP68 CHMP4A CHROMR CISH CLK2 CMSS1 COL12A1 COL4A5 COL4A6 COL5A1 COMMD6 COPS2 CPNE1 CRISPLD2 CSTA CXCL12 DAXX DAZAP1 DCAF4 DCTPP1 DDX27 DENND5A DHPS DHRS7 DHTKD1 DHX33 DKK1 DLC1 DMKN DNAJC12 DOCK8 DOK7 DPH5 DSCAM DSCAM-AS1 DSP DST DTD1 DTNA DUSP23 DUT DYNLT3 E2F6 ECI2 EEIG2 EFHD1 EGR3 EIF2S1 EIF3M ELAPOR1 ELAPOR2 ELF1 ELOVL2 ELOVL2-AS1 ELP2 ELP6 EMB EMP2 ENPEP ENTREP1 EPPK1 EPS15L1 ERBB4 ERC1 ESD ESR1 ESYT1 EVL FADS3 FAM120AOS FAM178B FAM83B FARSB FAXDC2 FBL FBXL6 FEZ1 FGFR2 FHL1 FKBP3 FKBP4 FKBP5 FLNA FLNB FREM2 FRMD6 FSTL3 FTO FUT8 FYB2 GAS5 GATA3 GATA3-AS1 GFRA1 GINS1 GINS3 GOLIM4 GPATCH4 GPER1 GPRASP2 GPX8 GREB1 GRIA2 GSTK1 GSTZ1 GTF3A GTPBP3 H2AJ H4C12 HACD1 HAUS4 HDAC11 HDDC2 HELZ2 HEY2 HIRIP3 HMCN1 HMGB2 HMGN4 HMMR HNRNPA0 HNRNPA1P3 HOMER3 HOXC6 HPRT1 HPS3 HSPB1 HUWE1 IGF1R IGSF1 IL1RN IMPDH2 INPP4B IPO5 IQGAP3 IRS1 IRX2 IRX4 ISOC1 ITGA2 JAK1 JARID2 JDP2 JPX KCTD15 KIF20A KIF3C KIF4A KLHDC3 KLK10 KLK11 KRT17 KYNU L1CAM LAMP2 LARGE1 LDLRAD3 LDOC1 LGALS1 LGALS7 LIG3 LINC00052 LINC00992 LINC01087 LINC02986 LMBR1 LPCAT1 LRRFIP2 LTBP1 LYPD1 LYPD6 MAMLD1 MAP3K1 MAP4 MAPKAPK2 MAPT MARVELD1 MB21D2 MCM3 MCM4 MCM7 MDFIC MDP1 MEGF6 MEST METTL3 MEX3C MGP MID1IP1 MIS18BP1 MMS19 MREG MRPL24 MRPL51 MRPL52 MRPS21 MSI2 MSRB2 MTCL2 MTHFD1 MYBL1 MYC MYO5A MYOF NAALADL2 NAB2 NADSYN1 NALF1 NAP1L2 NAT10 NBDY NBPF9 NDUFAF4 NECAB1 NHP2 NHP2P2 NLN NOB1 NOP53 NOP58 NPY1R NR2C2AP NR2F2 NRARP NRCAM NRIP1 NTAN1 NUAK1 NUDT21 NUSAP1 NXT1 OGT OLFM1 OS9 OSBPL6 OSR2 PA2G4 PABPC1L PABPC4 PABPN1 PAICS PALLD PAPSS1 PARP1 PAWR PBX1 PCK2 PCP4 PDCD4 PDZK1 PGR PHF19 PIP4K2A PISD PKIB PLCB1 PLP2 PMP22 PMVK POLD2 POLR1G POLR1H POT1 POTEM PPAN PPM1K PPP1R18 PPP1R1C PPP1R35 PPP2R3A PPP2R5E PRDX6 PRLR PRMT2 PRMT5 PRORP PROSER2 PRR11 PRSS23 PTBP1 PTEN PTGER4 PTPRG PTTG1 PYROXD2 QSER1 RAB29 RAB30 RAB31 RALGPS2 RAMP3 RBBP8 RBM8A RBMX RBPMS RBSN RERG RHBDF2 RHNO1 RHOBTB3 RIDA RIMS2 RIPK2 RMI2 RMND1 RNF168 RNF44 RPL19 RPL22L1 RPS12 RPS23 RPS4X RPS9 RRP1B RRS1 RSRC1 RSU1 RTN2 RWDD2B SARS1 SCUBE2 SDAD1 SEMA3B SEMA3D SEMA6A SFXN2 SFXN3 SGF29 SGK3 SGPP1 SH3BP5 SHMT2 SIAH2 SIAH2-AS1 SIGLEC15 SLC24A3 SLC27A6 SLC29A1 SLC35F6 SLC37A4 SLC38A1 SLC38A2 SLC39A6 SLC5A6 SLC7A1 SLC7A2 SLX4IP SMIM30 SMYD3 SNAI2 SNHG29 SNHG32 SNHG6 SNHG7 SNRPD2 SNRPE SNX10 SNX24 SOCS2 SOX12 SOX3 SP2-AS1 SPIN1 SRGAP2 SRM ST13 STARD13 STC2 STMN3 SULF1 SULT2B1 SUPT16H SVIL SYBU SYNPO2 SYT1 SYTL2 SYTL4 SYTL5 TAF3 TBC1D5 TBC1D9 TBCB TBL1X TCAF1 TCEAL1 TCEAL4 TEAD4 TET2 TEX10 TFAP2C TGIF2 THSD4 THYN1 TIAM1 TKFC TMEM164 TMEM64 TMPRSS3 TMT1A TNNT1 TNPO2 TOP1MT TP53 TPBG TPD52L1 TPM3 TPX2 TRIM59 TRPC6 TTL TTLL12 TUBB TUBB6 UBA5 UBAP2 UBE2C UBE2E2 UBE2S UBE2T UBQLN4 UGDH UNG UTP14A UTP14C VEPH1 VPS72 VXN WASF1 WDR4 WDR89 WWP1 WWP1-AS1 XIST XRCC5 YDJC ZBED3 ZBTB10 ZBTB2 ZCCHC24 ZFP1 ZIC2 ZMIZ2 ZNF114 ZNF121 ZNF22 ZNF385B ZNF516 ZNF703 ZNF711 CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_2 ABHD6 ABITRAM ABLIM2 ACTR6 ADGB AGBL2 AGO2 AIFM2 AIG1 AK7 AK8 AK9 AKAP14 AKNA ANKS1A API5 APOLD1 ARHGAP39 ARHGEF4 ARL4C ARL6 ARMC2 ARMC3 ATP9B AZU1 B4GAT1 BAIAP2-DT BBOF1 BBS12 BBS5 BLTP3A BMAL2 BRD3OS C11orf16 C16orf46 C16orf54 C2orf50 C2orf74-DT C5AR1 C7orf57 C8orf48 CABCOCO1 CACUL1 CAMK2G CAMSAP1 CAPS CAPS2 CAPSL CC2D2A CCDC113 CCDC121 CCDC138 CCDC191 CCDC30 CCDC39 CCDC40 CCDC65 CCDC74A CCDC78 CCDC87 CCDC89 CCDC96 CCNO CCP110 CCT6B CDC20B CDK20 CDK2AP2 CDK5R1 CDKL3 CDKN2D CEP112 CEP120 CEP128 CEP19 CEP350 CEP41 CEP43 CEP70 CEP78 CEP85 CETN2 CFAP107 CFAP119 CFAP126 CFAP157 CFAP20 CFAP206 CFAP20DC CFAP210 CFAP221 CFAP251 CFAP276 CFAP298 CFAP299 CFAP300 CFAP36 CFAP43 CFAP45 CFAP46 CFAP52 CFAP53 CFAP57 CFAP69 CFAP70 CFAP90 CFAP91 CFAP92 CFAP95 CFAP96 CHRM4 CIAO1 CIMAP3 CIPC CLBA1 CLHC1 CLUAP1 CMPK2 CNTRL COCH COG7 COPB2-DT COPRS CPLANE1 CRACDL CRY1 CYB5D1 CYP2U1 CYTH3 DCTN2 DDX25 DENND6B DHFR DNAAF1 DNAAF10 DNAAF3 DNAAF4 DNAAF6 DNAH11 DNAH12 DNAH5 DNAH6 DNAH7 DNAI1 DNAI3 DNAI4 DNAI7 DNAJB13 DNAJC27 DNAJC9-AS1 DNAL1 DNAL4 DNALI1 DPCD DRAIC DRC1 DRC3 DUSP19 DYNLRB2 DZANK1 DZIP1 E2F7 EFCAB12 EFCAB2 EFCAB6 EFHB EFHC1 EFHC2 ELOA-AS1 EML1 EML6 ENDOG ENKUR ENSG00000291006 EPOR ERCC1 ERCC4 FAM149A FAM163A FAM181B FAM229B FAM81B FANK1 FBXL13 FBXO15 FCHSD2 FOXJ1 FOXN4 FRMD8 FSD1L GAPVD1 GBP1 GIHCG GLIPR2 GOLGA2P5 GON7 GPATCH2L GPM6B GPR107 GPR137B GPX8 GSKIP H3-3A HAGLR HEATR3 HECTD1 HERC2 HES6 HMOX1 HSP90AA1 HYLS1 IFIT2 IFT22 IFT27 IFT43 IFT52 IFT56 IFT57 IFT70A IFT70B IFT74 IFT81 IFTAP IK INSIG1-DT IQCG IQCH IQCK IQUB IRF1-AS1 ISCA2 ISM1 JAZF1 JHY KCNE1 KIAA1549 KIF24 KIF3A KIF6 KIF9 KLHDC9 KLHL41 LCA5L LHX2 LIAT1 LINC01128 LINC01588 LINC03086 LINGO1 LRP2BP LRRC10B LRRC23 LRRC27 LRRC46 LRRC49 LRRK1 LRTOMT LRWD1 LY6H LZTFL1 MACROH2A1 MAK MAP3K19 MAP3K2-DT MAP6 MDH1B MDM1 MDM2 MEIG1 MELTF MELTF-AS1 MICOS10 MIR449A MIR548N MIR646HG MKX MLF1 MOK MORN2 MORN5 MRNIP-DT MSL3 MST1 MTF1 MUC12 MYCL MYH10 NAA38 NACC2 NCBP3 NEK11 NEK2 NEK4 NEK5 NETO2 NGEF NGRN NIPSNAP3B NME5 NOD2 NPHP1 NPHP4 NPTX2 NRAV NUDC OASL ODAD1 ODAD2 ODAD4 ODF2 ODF2L OTUD4 OTUD7B P4HTM PAQR4 PAQR8 PASK PAXIP1-DT PCM1 PCSK6 PFN2 PHF10 PHF7 PHOSPHO2 PHTF1 PIERCE1 PIH1D2 PITPNM1 PKIG PLK4 PNMA1 POC1A POMT1 PPIL6 PPM1E PPP6R3 PRPS2 PRR29 PSIP1 PSMB8-AS1 PSME2 PSMG3-AS1 PTPN22 PURA RAB15 RAB36 RAB9B RABL2B RADIL RALGPS1 RANBP9 RASAL2 RASSF1 REEP1 REV3L RFX2 RFX3 RHEBL1 RIBC1 RIBC2 RINT1 RMI1 RNF182 RNF32 ROPN1L RPGR RPGRIP1L RSAD2 RSPH1 RSPH14 RSPH4A RSPH9 SAMD15 SANBR SAXO2 SAXO4 SAYSD1 SCARA3 SDHA SEC61A2 SERPINI2 SHANK2 SHROOM2 SLC20A1-DT SLC25A14 SLC31A2 SLC41A1 SLC4A8 SMIM15-AS1 SNHG10 SNTN SPA17 SPACA9 SPATA17 SPATA33 SPATA6 SPATS2 SPEF1 SPEF2 SPMIP6 SPOP SRGAP3 SRI SRP68 ST7 STIL STON2 STOX1 STPG1 STRBP SUZ12 TAFA2 TBC1D24 TBC1D31 TCF7 TEKT1 TEKT2 THBS3-AS1 THORLNC TMCC1 TMEM106C TMEM121 TMEM231 TMEM232 TMEM67 TOGARAM1 TOGARAM2 TP73 TPPP3 TRAF3 TRIM22 TRIM24 TSGA10 TSPAN2 TTC12 TTC21A TTC29 TTC7B TTLL6 TUB TUBB4B TUBG1 TXLNA TYRO3 UNC119B USP13 USP32 VDAC3 WDPCP WDR38 WDR49 WRAP73 XAF1 ZBBX ZBTB21 ZBTB25 ZC2HC1C ZFAND4 ZFP36L2 ZHX3 ZMYND10 ZNF20 ZNF200 ZNF271P ZNF295-AS1 ZNF346 ZNF432 ZNF497-AS1 ZNF599 ZNF606 ZNFX1 CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_3 ABCC3 ABHD17C ACAA1 ACACA ACAD8 ACADM ACBD3 ACER3 ACOX1 ACSL3 ACVR1C ACVR2A ADAP1 ADD3 ADGRF1 ADGRL2 ADRB1 AGAP1 AGFG2 AGTR1 AHR AIFM2 AK1 AK3 AKAP12 ALAS1 ALDH1A3 ALG1 AMIGO1 AMPD3 ANKMY2 ANKS6 AOC1 APOL6 APOO APPL2 ARFGAP3 ARFGEF2 ARFGEF3 ARHGAP26 ARHGAP27 ARHGAP44 ARHGAP5 ARHGEF28 ARPC5L ASAH1 ASIC1 ASPH ATG16L1 ATG4A ATP10B ATP1B1 ATP2C2 ATP6V0B ATP7B ATP8B1 ATP8B4 ATPAF1 AUTS2 B3GALT5 B3GNT3 B3GNT7 B4GALT4 B4GALT6 BAALC BACE2 BAIAP2L1 BBS4 BCAS1 BCAT1 BDH1 BDKRB2 BDNF BEND7 BHLHA15 BICDL2 BID BIN1 BLCAP BMAL2 BPIFA1 BPIFB1 BRPF3 BTG1 BTG3 BZW1 C1GALT1 C1QTNF3 C1orf116 C2orf72 C3 C3orf70 C4BPA C4orf19 CALML4 CAPN2 CAPN5 CAPS CASP7 CAST CAT CCDC160 CCDC186 CCDC68 CCN2 CCN3 CD164 CD46 CD55 CD63 CDADC1 CDC14B CDC42EP3 CDH26 CDRT4 CDS1 CEACAM1 CEACAM5 CEACAM6 CEBPB CENPV CFAP44 CFB CGN CHD9NB CHN2 CHUK CIB1 CIBAR1 CITED2 CLDN12 CLDN23 CLGN CLIC5 CLINT1 CLMN CMPK1 CNDP2 CNOT11 COG6 COL2A1 COPZ2 CORO2A CP CPD CPEB4 CREB3L2 CRIM1 CRIM1-DT CRIP1 CRISP2 CRISP3 CRYBG3 CRYM CSRNP1 CTNNAL1 CTSL CTSLP8 CTSS CTSV CTTNBP2 CXADR CXCL17 CXCL8 CYB5A CYP1B1 CYP2C18 CYP3A5 CYSRT1 DAP DAZAP2 DBI DCBLD1 DENND2D DESI2 DGLUCY DHCR24 DMXL2 DNAAF11 DNAJC3 DOCK11 DOCK9 DPY19L2 DRAM1 DRAM2 DSCR8 DTWD1 DTX4 DUSP4 DUSP6 DYRK2 EAF2 ECHS1 EEPD1 EFNA5 EHF EIF2AK3 EIF4EBP2 ELF5 ELL2 ELMO1 EML4 ENC1 ENSA ENSG00000288658 ENTPD3 ENTPD4 ENTPD7 EOGT EPAS1 EPB41L4B EPN3 EPS8L2 ERCC1 ERCC3 ERLEC1 ERLIN1 ERMP1 ETAA1 ETFDH ETNK1 ETV6 EVI5 EYA2 F5 FAM107B FAM110C FAM114A1 FAM118B FAM13A FAM171A1 FAM199X FAM217B FAM3C FAM83A FBN2 FBXO32 FBXO6 FBXW2 FCGBP FDFT1 FER1L4 FGB FGD6 FRMD4B FRY FTH1 FUCA1 FUT3 FUT6 FZD5 FZD8 GABBR2 GALE GALNT1 GALNT12 GALNT3 GALNT5 GALNT6 GALNT7 GAREM1 GBP3 GCC2 GDE1 GDF15 GFPT1 GK GK5 GLT8D1 GMDS GNA14 GNAS GNB5 GNE GNL3 GNS GOLGB1 GOLM1 GOLPH3 GOLPH3L GOLT1B GPAT3 GPC4 GPCPD1 GPR107 GPR143 GRAMD2B GRAMD4 GSAP GSTA1 GXYLT1 GYG2 H2AC18 H2BC4 HEBP2 HEY1 HIC2 HMGCR HMGCS2 HOXB-AS1 HOXB2 HPS3 HS3ST1 HSBP1 HYCC2 IDH1 IDH2 IDI1 IFNGR1 IFNGR2 IFNLR1 IFT172 IFT20 IGF2BP2 IGFBP3 IKZF2 IL13RA1 IL1R1 IL20RA ILDR1 INAVA INPP1 INPP5A INSIG1 ITM2C KAT2B KCNE4 KCNG3 KCNS3 KDELR2 KDM7A-DT KIAA0232 KIAA1671 KLHDC7A KLHL2 KLHL7 KRT20 KRT23 KRTCAP2 LBR LCN2 LCOR LEPROTL1 LGR4 LIF LIF-AS2 LIMCH1 LIMD1 LIMK2 LINC00342 LINC01798 LINC02875 LINC02889 LIPA LIPT2-AS1 LMBRD1 LMTK2 LOX LPIN1 LPIN2 LRATD1 LRIG3 LRP11 LRPAP1 LRRC31 LRRC8B LY75 LYN LYSMD4 LYZ MACO1 MACROH2A1 MAL2 MALL MALT1 MANSC1 MAP1LC3B MARCHF3 MEAF6 MED23 MED8 MEIS1 MFSD1 MFSD11 MFSD4A MFSD6 MFSD9 MGAT5 MGC32805 MIA MIA3 MIGA1 MIOS MIR34AHG MIR570 MISP MOSPD1 MPC1 MSMO1 MTHFR MTMR12 MTUS1 MUC1 MUC13 MUC5AC MXRA7 MYCN MYO5B NAMPT NANOS1 NANS NARF NBL1 NCALD NCEH1 NECAP1 NEK6 NFU1 NIBAN1 NIPA1 NKX3-1 NME7 NOL4L NPC1 NR2C1 NR2F1 NR2F1-AS1 NR2F6 NR4A2 NRBF2 NSF NSUN7 NTN4 OAT OAZ3 OCIAD2 OLFM4 OR7E12P OR7E14P OR7E47P ORMDL1 OSBPL10 OSBPL2 OTUB2 PAG1 PAK1 PAK6 PAX9 PCDH8 PCGF5 PCSK6 PCTP PDCL3P2 PDE5A PDE9A PDIA6 PDLIM5 PDPK1 PDXDC1 PELI2 PFKFB2 PGM1 PGPEP1 PGRMC1 PHF20L1 PHTF2 PIAS2 PIGA PIK3AP1 PIK3R3 PIP5K1B PITPNA PITPNM3 PITX1 PLD1 PLEKHA7 PLEKHH2 PLEKHS1 PLIN5 PLPP5 POPDC3 POR PPARA PPARG PPFIBP2 PPL PPP1R3D PPP2R2A PRKAB1 PRKACB PRKCA PRKCH PRPF18 PRPSAP1 PRR15 PRRT3 PSG4 PSG6 PSPC1 PTGFRN PTK6 PTPN13 PTPN3 PTPRE PTPRH PTPRJ PTPRN2 PTPRZ1 QSOX1 RAB1A RAB22A RAB26 RAB27A RAB40B RAB6B RAPH1 RBKS RBPMS2 RCAN1 RDH10 RDH14 RFFL RFK RGL1 RGP1 RGPD5 RGS17 RIMKLA RIN2 RIOX2 RMC1 RMDN3 RNF144A RNF145 RORA RPL7AP46 RPS6KA1 RRBP1 RTP4 RTTN RUNDC1 S100A6 S100A9 S100P SAR1A SAR1B SASH1 SAT1 SBF2 SCGB2A1 SCNN1A SCOC SCPEP1 SCYL3 SDCBP2 SEC11C SEC24A SEC62 SEC63 SECTM1 SELENBP1 SELENOM SEPTIN6 SERPINB1 SERPINB9P1 SGMS1 SGMS2 SGPP2 SH2D4A SH3BGRL2 SH3PXD2A SH3RF1 SIX2 SLC11A2 SLC12A2 SLC16A14 SLC16A3 SLC16A9 SLC25A16 SLC25A20 SLC25A27 SLC27A2 SLC2A12 SLC2A13 SLC31A1 SLC35A2 SLC35D2 SLC37A1 SLC44A1 SLC44A3 SLC44A5 SLC49A4 SLC4A11 SLC51A SLC7A14 SLCO2A1 SLCO4A1 SLK SLPI SMAD2 SMAP2 SMCO4 SMIM31 SMIM5 SNCAIP SNTB1 SNX11 SNX18 SNX7 SOAT1 SOS1 SPAG1 SPAG4 SPIRE2 SPRY1 SQLE SRD5A3 SSTR5-AS1 ST14 ST3GAL1 ST6GALNAC1 STAM2 STARD4 STEAP1 STEAP2 STEAP4 STIM2 STK17B STK24 STK39 STS STT3B SUSD1 SYNJ2 SYNRG SYT17 TACC2 TAF1A-AS1 TAFA5 TANK TAX1BP1 TBC1D2 TBC1D8 TBC1D9B TC2N TCEA3 TCN1 TGOLN2 TJP2 TLCD2 TM9SF3 TMBIM6 TMC5 TMCC1 TMED5 TMED7 TMEM123 TMEM163 TMEM165 TMEM245 TMEM263 TMEM41A TMEM44 TMEM45B TMEM59 TMF1 TMPRSS2 TMTC1 TMTC2 TNFAIP2 TNFRSF19 TNFSF15 TOM1 TOR1B TOX3 TPCN1 TPRG1L TPST1 TRAF4 TRAK1 TRAM1 TREX1 TRIM31 TRIP4 TRNP1 TSC22D1 TSHZ1 TSPAN1 TSPAN3 TSPAN5 TTC13 TTLL4 TTLL7 TVP23B UAP1 UBE2J1 UBR3 UGP2 UQCR10 UQCRQ USP6NL UXS1 VIPR1 VOPP1 VPS13C VPS54 WDFY1 WDR45B WDR7 WDR72 WFDC2 WIPI1 WSB2 XPNPEP1 YIPF1 YIPF5 YPEL5 ZFAND2A ZHX1 ZMPSTE24 ZMYND8 ZNF320 ZNF503 ZNF652 ZNF710-AS1 ZNF875 CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_4 ABAT ADAMTS15 ADAMTS19 ADCK2 ADCY9 ADD3 ADGRE5 ADORA1 AFAP1L2 AFF1 AK4 AMFR APEX1 APH1B APTX ARHGAP36 ASS1 ATP2B4 ATP8B1-AS1 ATRNL1 BAG3 BBIP1 BCL2 BHLHE40 BMPER BOD1 BYSL C12orf75 C1orf226 C2orf49 CA12 CADM1 CALB2 CALCR CALHM6 CBX2 CCNA1 CCNB1 CDV3 CELSR2 CEP68 CHN1 CIART COA4 COL4A5 COL5A1 COPRS COPS9 COX15 COX6C COX6CP1 CPE CXCL12 CYB5A CYP1B1 DDX11-AS1 DFFA DHCR7 DHTKD1 DLC1 DLG5 DOK7 DPY30 DSCAM DUBR DUXAP8 DVL2 EGR3 EHMT2 ELOVL2 ELOVL5 ELP2 ELP5 EMC8 EMP2 EMP3 F12 FAM227B FANCG FCMR FDFT1 FGD3 FGFBP2 FGG FKBP5 FLNB FOXK2 FOXO3 FREM2 FRK FTO FYB2 GATD3 GLS GNB4 GNPDA1 GREB1 GRIK3 GSTO1 GTPBP8 H19 HAUS6 HDHD5 HMGN3 HNMT HPCAL1 HPGD HR HSPA4 HSPB8 IGF1R IGSF1 IL17RB IL20 IL24 IL27RA IRS1 IRS2 IRX3 ITGA2 JADE1 JARID2 KAT2A KCNJ3 KCNMB4 KCTD6 KIF20A KPNB1 KRTCAP3 LAGE3 LAMP2 LARGE1 LINC00342 LINC01016 LINC01116 LRIG1 LRWD1 LSM6 LYAR LYPLAL1 LYRM4 LYSMD2 MAD2L2 MAGED4B MAPT MAVS MDH2 MED13L MED24 METTL14 METTL5 MEX3A MGP MIR503HG MOCS2 MPPED2 MRC2 MRPL9 MSI2 MT2A MYB MYBL1 MYC MYO16 NAF1 NLN NOP14 NOS1AP NPEPPS NPY1R NPY5R NREP NRIP1 NRXN3 NSA2 NT5DC3 OLFM1 P4HA2 PAPSS2 PARD6B PARP4 PCBD2 PDCD4 PDLIM1 PDZK1 PGR PI15 PIK3R1 PKIB PLAC1 PLIN5 PMAIP1 PNMA1 PNPLA3 POLR1D POLR1E PPP1R7 PPP2R5A PRKD3 PRMT5 PRRT2 PRSS23 PSMF1 PSMG1 PUS1 RAB11FIP3 RAB31 RAP2C RASA4 RBBP8 RBM24 RBM33 RBMX RERG RFX5 RFXANK RGS22 RHBDF2 RHOBTB3 RHOQ RMST RNF183 RPH3AL RPL28 RPL7AP10 RPP25L RPRD1A RPS6KA3 RRP1B RUVBL2 SAP30 SAV1 SCUBE2 SEMA3F SERPINA3 SERPINA5 SERTAD2 SFPQ SGK3 SH3BP5 SIAH2 SIAH2-AS1 SIGMAR1 SIK3 SIMC1 SINHCAF SKIC3 SKP2 SLC19A2 SLC1A4 SLC22A5 SLC25A22 SLC25A24 SLC26A2 SLC27A2 SLC27A3 SLC27A6 SLC37A4 SLC7A6OS SMPDL3B SNHG14 SNTG2-AS1 SPARC SPART SRGAP1 SRI SRSF7 SSTR2 ST8SIA4 STC1 STMN3 SULF1 SUSD3 SYBU SYTL4 SYTL5 TAF1D TARS2 TBL1X TCN1 TECR TFAP2C TIMM9 TIPARP TMEM164 TMEM167A TMPRSS3 TNIP1 TP53I3 TPBG TPP1 TRIM69 TSKU TSPAN6 TSPYL5 TST TTC39A TUBB2B TUBB6 UTP14C VCAN XYLT1 YBX3 ZBTB41 ZHX2 ZNF385B ZNF703 CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_5 AACS ABCC5 ABHD17C ACADSB ACKR3 ACSL1 ADAM9 ADAP1 AGR2 AHR AKTIP ALAD ALCAM ALDH1A3 ALDH3B2 ANK3 ANOS1 ANXA3 AOX1 AP1G1 APELA APLP2 APOLD1 AQP3 AREL1 ARF4 ARFGAP3 ARFGEF3 ARHGEF37 ARID5B ARL4C ARRB1 ASAH1 ATP2A3 ATP2B1 ATP2B1-AS1 ATP2C2 ATP6V0D2 ATP6V1G1 ATP8A1 ATP8B1 B3GNT2 BAMBI BCAM BCAS1 BCDIN3D BET1L BEX4 BIK BLNK BMP7 BRWD1 C12orf4 C1orf115 C3orf70 CAB39 CAB39L CALML5 CALU CAP1 CAPN9 CARD14 CASP3 CCDC160 CCDC68 CCDC80 CCNE1 CCNYL1 CCPG1 CD55 CDH3 CDKL5 CDS1 CEACAM5 CEACAM6 CEACAM7 CERK CFL2 CHFR CHMP3 CLDN4 CLIC1 CLTC COBLL1 COL28A1 COLEC12 COPB2 COPZ2 CORO2A CPEB2 CPNE3 CRISP3 CTNNB1 CTNND1 CTNND2 CYSRT1 DAG1 DBI DCAF5 DDAH2 DHCR24 DIDO1 DOCK11 DOP1B DRAIC DRAM1 DSCR8 DSTNP2 DYNLL2 DYRK2 EEA1 EFNB2 EFR3A EGLN3 EHD1 ELL2 EML1 EMP1 ENPP1 ENSG00000291107 EOLA1 EPAS1 EPB41L2 EPB41L4A EPB41L4B EPN3 EPS15 ERBB2 ERBB4 EZR FAM110C FAM114A1 FAM20C FAM210B FAM219B FAM234B FAM241A FBP1 FBXO25 FGF12 FGF13 FHIP2A FHOD1 FILIP1 FLVCR2 FNBP1 FNTA FOXP1 FUCA1 FUT9 FZD4 FZD5 GAB1 GABBR2 GALNT10 GALNT3 GALNT7 GAREM1 GASK1B GATA2 GATA3-AS1 GATA6 GDF15 GLCCI1 GLTP GMFB GOLGA3 GOLGA7 GOLPH3 GORASP1 GPC1-AS1 GPR157 GPR160 GRAMD2B GRAMD4 GRB10 GREB1L GSN GTF3C1 GUCD1 HACD2 HACD3 HCAR3 HEBP2 HIGD1A HIP1R HOXA10 HSPA2 HTR7P1 ICA1 ID2 IDH2 IER2 IGSF3 IKBKB IKZF2 IL13RA1 IL1R1 INHBB INPP1 INPP4A INPP5A IQSEC1 KCNMA1 KDELR2 KDELR3 KIAA1671 KIF13B KLF3 KLF7 KLF9 KLHL7 KRAS KREMEN1 LARP6 LDLRAP1 LFNG LGALSL LHFPL2 LIMA1 LIMCH1 LIMK2 LINC-PINT LINC01138 LINC02984 LIPT2-AS1 LITAF LNX1 LOXL1 LPIN2 LRATD2 LRP11 LRPAP1 LSS MACO1 MAFK MAL2 MALT1 MAPK6 MATN3 MB MBNL1 MEF2A MFAP3L MFSD6 MGLL MIA3 MID2 MIGA1 MIOS MIPEP MIR34AHG MPZL2 MTA3 MTARC2 MTMR12 MTURN MTUS1 MUC1 MXRA7 MYCL MYH9 MYO1B NACC2 NATD1 NAXD NCAM2 NCEH1 NCOA1 NDFIP1 NEBL NET1 NF1 NFAT5 NIBAN1 NINJ2-AS1 NIPAL3 NIPSNAP3B NOSTRIN NUCB2 NUDT4 NXPH1 NXT2 OCLN OLFML2B OR7E14P ORMDL1 OSBPL2 PAIP1 PALM3 PARM1 PAX9 PBX1 PBX3 PCOTH PCYT1A PDCD6 PDE8A PDP1 PDXK PDZD2 PGPEP1 PHF20L1 PHLDA3 PHLDB2 PI4K2B PIK3R3 PIP4K2C PKD2 PLBD1 PLEKHA3 PLEKHA7 PLEKHF2 PLEKHS1 PLK2 PLLP PLPP5 PMP22 POGLUT3 PPFIBP2 PPM1A PPP1CB PPP2CB PRICKLE2 PRKCH PROM2 PRR15L PRRT3 PSD3 PSEN1 PSMD6 PTGFRN PTK6 PTPN13 PTPRJ QKI RAB11A RAB1A RAB20 RAB22A RAB27B RAB2A RAI2 RAP1GAP2 RASD1 RASL11B REEP1 RFK RFTN1 RHBDF1 RHOA RHOU RICTOR RIN2 RIOK3 RIPOR1 RIPOR3 RNF103 RNF11 RNF144B RNF19A RPRM RUBCN S100A13 SAMD4A SAR1B SASH1 SAT1 SC5D SCCPDH SDC1 SEC22B SEL1L SELENOM SERHL SERHL2 SFMBT2 SGMS2 SGSM1 SGSM2 SH3BGRL SH3BP4 SH3D19 SHANK2 SIM2 SLC11A2 SLC12A2 SLC20A1 SLC25A16 SLC41A2 SLC44A2 SLC4A11 SLC66A3 SLC9A1 SLC9A7 SMAP2 SMIM14 SMIM31 SMYD3 SOCS6 SOWAHC SPAG1 SPIRE1 SPRED1 SPRED2 SPRING1 SQOR ST3GAL1 ST3GAL4 STK38L STOM STRN3 STX12 SWAP70 SYCP2 SYNJ2 TACC1 TACSTD2 TBC1D13 TBC1D15 TBC1D30 TC2N TCF4 THBS1 THOC2 TIMP2 TIMP3 TJP2 TMCO3 TMEM131L TMEM135 TMEM178B TMEM199 TMEM245 TMEM41A TMEM41B TMEM45B TMEM50B TMEM59 TMEM87B TMF1 TMPRSS2 TMTC3 TNFAIP1 TNFRSF10B TRAF5 TRAFD1 TRAK1 TRAM2 TRGC1 TRIB3 TRIM62 TSPAN1 TSPAN13 TTC39B TTC6 TTC9 TWSG1 UBE2N UGDH ULBP2 USP16 UTRN VAMP8 VMP1 VPS13B VPS13D VSIG10 WASHC5 WDR37 WIPI1 WLS WSB2 YIPF1 YPEL3 YPEL5 ZBTB20 ZBTB21 ZC2HC1A ZDHHC23 ZDHHC4 ZDHHC7 ZFHX3 ZFP36 ZHX1 ZNF275 ZNF432 ZNF487 ZNF704 ZNF823 ZNF827 CROMER_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROMER_METASTASIS_DN ACTA1 ADIRF AFG3L2 ALDH4A1 ALDOA ATP5F1A ATP5F1D BAIAP2 BMP1 CAV1 CAV2 CEBPZ CELSR1 CKB COL17A1 CUL1 DDB2 DTX2 DUSP7 EIF3K EPAS1 FLAD1 FLNB FXYD3 GJB3 GSTP1 HSPA2 IGSF3 IMPA2 ITGA3 ITGB4 JUP KLF5 KLK10 LAD1 LMNA MALL MAST4 MBD2 MINK1 MRPS12 NCK1 NOP16 NOP2 PA2G4 PFKP PHLDA2 PKP1 PLEC PPP4C PRODH PRSS3 PSMD8 RAB31 S100A11 SDC4 SERPINB5 SH3GL1 SLC20A2 SMTN ST6GALNAC2 SVIL TICAM1 TMEM183A TNFRSF10B TNNT3 TOP6BL TP63 TPBG TRIM16 TRIM29 TTLL12 TUBA4A UBE2M UBE3C VDAC3 VSNL1 CROMER_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROMER_METASTASIS_UP ACVR1B ARHGDIB ATRX BEX4 BMI1 BUB3 C5orf15 CCND3 CD164 CD46 CDH11 CECR7 CELSR1 CNN3 CNOT2 CTNNB1 CXCL8 CXCR4 DEK DEPP1 DYRK1A EID1 ENPP2 FADS1 FADS2 FCGRT FERMT2 GABBR1 GANAB GHRH GNS GPR107 HSF2 ID2 KDM5C KIFAP3 MAGED1 MAGED2 MDC1 MFAP3 MFGE8 MICB MTMR2 NFYC PARP1 PGRMC1 PLCG1 PPID PPIH PPT1 PRB2 PSMB9 PTPRK SH3BGRL SH3BP5 SLC25A36 SLC2A3 SLC30A1 SMC1A SPG11 TBCE TCF12 TFAP2C TMEM109 TMEM123 TMEM63A TSC22D3 TUBB2B UBXN4 WAS XPO1 ZBED1 ZFC3H1 CROMER_TUMORIGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROMER_TUMORIGENESIS_DN ADH7 ALDH3A1 ALDH9A1 APOD AQP3 CEACAM1 CEACAM5 CEACAM6 CLEC3B CLU COX6A2 ECM1 EMP1 FHL1 GMDS GNE HLA-DQB1 HOPX IL1RN KRT13 KRT15 KRT4 MAL MSMB MUC1 MUC4 MYH11 MYH2 MYL1 NBEAL2 NUCB2 PGD PLA2G2A PPL PSCA PTGDS PTN S100P SCEL SELENBP1 SFRP1 SLN SLURP1 SMAGP SPINK5 TFF3 TGM3 UGT1A4 ZNF185 CROMER_TUMORIGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROMER_TUMORIGENESIS_UP ACTN1 APOBEC3B BMP1 CCL3 CHST2 COL11A1 COL1A2 COL3A1 COL4A2 COL5A2 CXCL1 CXCL8 DEFB4A FAP FN1 G0S2 IFI6 IL1B IL6 KRT16 KRT17 LAMA3 LAMC2 LRRC15 LUM MAGEA1 MAGEA3 MFAP2 MMP1 MMP10 MMP11 MMP12 MMP3 MMP9 MYO1B NELL2 NTS OASL ODC1 PDPN PFN2 PLAU PLOD3 POSTN PPFIA1 PTK7 PXDN RBP1 SERPINE1 SLC2A3 SMOX SPARC SPP1 THY1 TNC TNFAIP3 TPTEP1 UCHL1 CROONQUIST_IL6_DEPRIVATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_IL6_DEPRIVATION_DN AASS ABHD5 ANP32E APOBEC3B AURKA AURKB BRCA1 BUB1 BUB1B CCNA2 CCNB1 CCNB2 CCNE2 CCNF CDC20 CDC25A CDC45 CDC6 CDK1 CDKN3 CENPA CENPE CHAF1A CHEK1 CKS1B CKS2 DHFR DTYMK DUT FANCI FOXM1 FRZB GALE GALK1 GGH GINS1 GMPS GPX4 H2BC11 HMGA1 HMGB2 HMMR ITM2A KIF11 KIF14 KIF22 KIF2C KIFC1 KNTC1 KPNA2 LIG1 MAD2L1 MCM2 MCM3 MCM4 MCM7 MKI67 MYBL2 MYRF NASP NCAPH OIP5 PCLAF PCNA PLK1 PLK4 POLD1 POLE2 PTP4A3 PTPRC PTTG1 RFC3 RRM2 RRP12 SBNO2 SEPHS1 SKP2 SMC2 SMC4 SNRPA1 SPAG5 SPC25 SPOUT1 SPP1 STIL STMN1 TK1 TOP2A TPX2 TRAIP TRIP13 TYMS UBE2C WEE1 ZWINT CROONQUIST_IL6_DEPRIVATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_IL6_DEPRIVATION_UP AHNAK APOL1 ARL4C BMP2 CDKN1C ECM2 FCER2 FCGRT HOMER3 LEFTY2 NCF2 PCDHGA8 PDE1A RAPGEF3 SCGB2A2 SLC7A7 TBC1D9 CROONQUIST_NRAS_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_NRAS_SIGNALING_DN APOBEC3B AURKA AURKB BRD8 BUB1B CCNA2 CCNB1 CCNB2 CDC20 CDC25C CDC6 CDK1 CDKN3 CENPA CHAF1A CHEK1 CHEK2 CKS1B CSE1L DUT EIF5 FOXM1 GALE GINS1 GNAI1 GPX4 H2AX HMGA1 HMGB2 KIF11 KIF22 KIF2C MCM2 MCM3 MCM4 MCM7 MKI67 MYBL2 MYRF NASP NCAPH NDC80 OIP5 PCLAF PCNA PLK1 PLK4 PLOD2 POLD1 POLD3 PTP4A3 PTTG1 RAD51C RFC3 SBNO2 SMC2 SMC4 SNRPA1 SPAG5 SPC25 STIL STMN1 TK1 TOP2A TPX2 TRAIP TRIP13 UBE2C WEE1 ZWINT CROONQUIST_NRAS_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_NRAS_SIGNALING_UP ADORA2BP1 CCL3 CCL4 CCL5 CCR2 CD48 CD86 CEACAM1 CEACAM6 CX3CR1 CYBB DUSP6 ELF4 FCER2 GATM GCNT1 GPNMB HOMER3 IGHM JCHAIN LGALS1 LY86 MALT1 MSR1 NCF1C NCF2 NRAS OSBPL1A PLPP1 RNASE6 RP2 SCGB2A2 SDCBP SNN ST8SIA4 SV2B TBC1D9 TMPRSS15 TUBB2A XPNPEP2 CROONQUIST_NRAS_VS_STROMAL_STIMULATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_NRAS_VS_STROMAL_STIMULATION_DN ACTA2 APOBEC3B ARHGAP11A AURKA AURKB BASP1 BCL6 CADPS CCN2 CCNA2 CCNB1 CCNB2 CCNF CD81 CDC20 CDC45 CDC6 CDK1 CDKN3 CENPA CENPE CKS1B CLC COL16A1 COL1A2 COL6A3 DCLK1 DEPP1 DLGAP5 DUSP1 EZH2 FOS FOSB FOXM1 FSCN1 GJA1 H2AC18 H2AX H2BC11 H4C2 HES1 HSPB6 HTT ID1 IER2 IER3 IGFBP3 IGFBP4 IGFBP7 IL6 INPP5J ITM2A JUN KIF2C LAMA4 LAMB1 LUZP2 MCM2 MCM3 MCM7 MKI67 NASP NFKBIA NOTCH3 NR4A2 NUPR1 PIM2 POSTN PPP1R15A PTGER3 PTP4A3 PTTG1 RAD51AP1 RECQL4 RPS4Y1 SBNO2 SFTPB SLC20A1 SLC25A4 SMARCD3 SNRPA1 SPARC STMN1 SULF1 TGFBI THBS2 TK1 TOX TPM2 TPX2 TRAIP TROAP TSC22D1 TSC22D3 UBE2C VCAN ZMIZ1 CROONQUIST_NRAS_VS_STROMAL_STIMULATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_NRAS_VS_STROMAL_STIMULATION_UP ACP5 ALOX5AP AMPH ARHGAP5 ARHGEF2 BCKDHB CCR2 CD86 CEACAM1 CX3CR1 CYBB DUSP4 DUSP6 ETV1 GATM IGHM IQSEC1 JCHAIN KCNN4 MC1R MCC NCF1C NRAS PLEC PLPP1 PRKACA PSPHP1 RAB4B RASGRP2 RHOBTB3 RNASE6 RNF2 SLC7A7 SNAP23 SPI1 SV2B SYNM TBC1D9 TRIM25 ZER1 ZNF217 CROONQUIST_STROMAL_STIMULATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_STROMAL_STIMULATION_DN ANKRD17 CCR8 CDC6 GATM GNA13 JCHAIN NCF1C NFKB2 PSPHP1 RHOBTB3 TRIM25 YY1 ZNF217 CROONQUIST_STROMAL_STIMULATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROONQUIST_STROMAL_STIMULATION_UP ACTA2 BASP1 CCL3 CCL4 CCN2 COL1A2 COL6A1 COL6A3 CXCL1 CXCL2 CXCL3 DUSP1 FOS FOSB FSCN1 GABBR2 GABRA5 GUCY1A2 H2AC18 ID1 IER2 IER3 IGFBP3 IGFBP4 IGFBP7 IGHV5-78 IL6 LAMA4 LOX LUM MICAL2 MYOF NFKBIA NNMT NOTCH3 NR4A2 NUPR1 OLFM1 PIM2 PPP1R15A RGS2 RPS4Y1 SERPINE1 SFTPB SLC25A4 SMARCD3 SPARC SPTBN1 SULF1 TGFBI TGM2 THBS2 TMSB4X TPM2 TSC22D3 VCAN CROSBY_E2F4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CROSBY_E2F4_TARGETS BUB1B CDC6 CENPE CHEK1 NDC80 PTTG1 CUI_GLUCOSE_DEPRIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_GLUCOSE_DEPRIVATION ANLN ART3 ASNS B3GNT6 BMAL1 CALR CANX CBR3 CCPG1 CDK1 CDT1 CLGN CXCL2 DDIT4 DNAJB11 DNAJC3 EIF2AK3 ELF3 FKBP2 FUT1 GABARAPL3 GADD45A GFAP GFPT1 GOT1 GSDME H4C11 KCNF1 KDELR2 KIF5C NDUFB3 NEU1 OCLN PBK PCK2 PDIA3 PDIA4 PDIA6 PIGA PLK3 PPEF2 PPIB PRAME PREB PRKCZ PYCR1 RELB RRM2 SARS1 SEMG1 SEPHS2 SGK3 SLC33A1 SLC35B1 SLC3A2 TFRC TGIF1 TRPS1 TXNIP TXNRD1 ZAP70 CUI_TCF21_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_TCF21_TARGETS_2_DN ABCA5 ABCB1 ABI3 ABLIM3 ACAP2 ACBD5 ACER2 ACKR3 ACOX1 ACSL4 ADAM9 ADAMTS16 ADAMTS5 ADCY1 ADGRA2 ADGRE4P ADGRE5 ADGRF5 ADGRL3 ADGRL4 ADM AFAP1L2 AGFG1 AGO4 AGTR1 AHNAK AIF1L AK1 AKIRIN1 AMOTL1 AMY2A ANKRD29 ANKRD33B ANKS1A ANXA1 ANXA4 AP4E1 AP5M1 APBB2 APP ARAF ARAP2 ARFGEF3 ARHGAP17 ARHGAP24 ARHGAP26 ARHGAP28 ARHGAP29 ARHGAP31 ARHGAP5 ARHGEF15 ARHGEF16 ARHGEF18 ARHGEF26 ARID4A ARID5B ARL13B ARL8B ARMC8 ARMCX1 ARMCX3 ARNT ARRB1 ARRDC3 ART3 ARVCF ASB15 ASH1L ATG10 ATG4A ATP10A ATP2A3 ATP7A ATP8B1 ATXN7 ATXN7L1 AVPR1A B3GALT2 B3GNT2 BACE1 BBX BICD2 BMI1 BMPR1A BTAF1 BTBD3 BTNL9 C11orf52 C16orf87 C18orf54 C1GALT1C1 C1QTNF7 C6orf120 C8orf58 CABLES1 CALCRL CALM1 CALM2 CAMK2D CARD10 CAST CAV2 CAVIN1 CAVIN2 CBFA2T3 CBL CBLB CCDC126 CCDC82 CCN2 CCNB1IP1 CCPG1 CCRL2 CD36 CD38 CD47 CD55 CD59 CDC14A CDC42BPG CDC42EP3 CDC73 CDH5 CDKL2 CDKN1C CDYL CEBPB CELF2 CEMIP2 CEP85L CERS6 CFAP68 CFLAR CHAC2 CHMP1B CHPT1 CITED2 CLCA3P CLEC14A CLEC1A CLEC4A CLIC5 CLIP1 CLOCK COL12A1 COL25A1 COL4A3 COL4A4 COL4A5 COLEC12 COQ10B CORO1A CPEB2 CPEB4 CPNE8 CREBBP CREBZF CRIM1 CRK CRYAB CSGALNACT1 CSGALNACT2 CSNK1G3 CTBS CTDSPL CTSS CTTNBP2 CXCL3 CXCR4 CYBB CYP20A1 CYP4B1 CYRIA CYRIB CYYR1 DAAM2 DACH1 DBT DCAF5 DCDC2 DDN DEGS1 DENND11 DENND2B DENND6A DGKH DIAPH2 DIPK2A DKK2 DMXL1 DNAJB14 DNAJB4 DNAJB6 DOCK4 DOCK5 DPP4 DPYSL2 DSP DST DSTYK DTNA DUBR DUSP3 DUSP6 DYNC1LI2 DYNLT3 E2F5 EAF1 EBAG9 EBF1 ECPAS EDEM3 EDNRB EEIG1 EFNB1 EFNB2 EGF EHD3 EHD4 EIF2S3 ELF1 ELL2 EMC7 EMCN EML1 ENDOD1 ENPP4 ENTPD7 EP300 EPAS1 EPHB1 EPN2 ERG ERGIC2 ESCO1 ETS1 EXOC3L2 EXOC8 FABP4 FAM120A FAM135A FAM13C FAM174A FAM174B FAM241A FAM43A FAM76A FBXO3 FERMT2 FGD4 FGD5 FLI1 FLT1 FMNL2 FNDC3A FNDC3B FOXC1 FOXC2 FOXN2 FOXP2 FRK FRMD6 FRS2 FRY FRYL FUT11 FYN GAB2 GABRA4 GADD45A GALC GALNT10 GARRE1 GATA3 GEM GGCT GIMAP1 GIMAP4 GIMAP6 GIMAP8 GINM1 GJA3 GLCCI1 GLRX2 GMDS GNB1 GOLGA3 GOPC GPC1 GPD2 GPR146 GPRIN3 GRK5 GRM7 GSN GTF2A1 GUCY1A1 GULP1 GVINP1 GYG1 H1-2 H2AC25 H2BC10 H3-3B H3C14 H6PD HAGH HEATR5A HEATR5B HECW2 HEY2 HHEX HIP1 HIPK3 HIVEP1 HIVEP2 HLA-E HLX HOMER1 HOPX HS3ST3B1 HS3ST6 HSDL2 HSP90AA1 HSPA12A HSPA1A HSPA1B HTRA1 HYCC2 ICAM2 IDS IFI16 IFI35 IFRD1 IGIP IKZF5 IL10RB IL13RA1 IL2RG IL6ST ILDR2 INF2 ING3 INO80D INPP4A IQGAP2 IQSEC1 IRF2BP2 IRGM IRS1 ITGA2 ITGA4 ITGA8 ITGA9 ITGB1 ITGB5 ITGB8 ITPKB ITPRID2 ITSN1 ITSN2 JADE1 JAK1 JAM2 JARID2 JCAD KANK1 KANK3 KANK4 KBTBD11 KCNK6 KDM4C KDM6A KDM7A KIF1B KIF5B KIRREL1 KITLG KLF3 KLF4 KLHL5 KLK1 KMT2C KNG1 KRIT1 KRT7 LASP1 LATS2 LDAH LDB2 LEMD3 LGALSL LIFR LIMS1 LIN54 LIPA LMBRD1 LMO2 LMO7 LMX1B LNPEP LOXL2 LPAR4 LPIN2 LPP LRBA LRCH1 LRMDA LRRC28 LRRFIP1 LUC7L2 LYPLA1 LYSMD3 LYST LYZ LZTFL1 MACF1 MAFB MAGI2 MALT1 MAN1A1 MAP3K2 MAP3K20 MAP3K3 MAPT MARK1 MAST4 MBD5 MBLAC2 MBNL2 MBNL3 MCC MCF2 MCL1 MED12L MED13 MED23 MEF2C MERTK METRNL MGAT5 MGLL MICU1 MINDY2 MIR22HG MKRN1 MMD MME MMP23B MMRN2 MOSPD2 MPP3 MPRIP MSRB3 MTCL1 MTM1 MTMR2 MTMR6 MTSS1 MTUS1 MYADM MYCT1 MYO10 MYO18A MYO1B MYO1C MYO1D MYO1E MYO6 MYOF MYOM2 MYZAP NADK2 NATD1 NBEAL1 NCK2 NCOA4 NCOR1 NEAT1 NEBL NECTIN3 NEDD9 NES NFIL3 NFKBIA NHERF2 NID1 NID2 NLK NOCT NOSTRIN NOTCH4 NPHS2 NPL NPR3 NRROS NSF NSMAF NT5E NTN4 NXT2 OPTN OSBPL5 OSBPL8 OSMR OTUD7B P2RX4 P3H2 PAG1 PALLD PALM2AKAP2 PALS1 PANK3 PARD3B PARD6B PARP12 PARP14 PARP4 PARVA PBX2 PCDH12 PCDH17 PCMTD1 PCMTD2 PCOLCE PDE10A PDE2A PDE4B PDE4D PDE4DIP PDGFB PDLIM2 PDP1 PELI2 PER2 PFKFB3 PGGT1B PGM2 PHF20 PHF20L1 PHLPP1 PIK3CA PITPNC1 PLAT PLCE1 PLCL1 PLD1 PLEKHG1 PLOD2 PLPP1 PLPP3 PLSCR1 PLSCR4 PLXDC2 POLB PON2 PPIP5K2 PPM1K PPP1R13B PPP1R16B PPP1R2 PPP4R3B PRDM1 PREX2 PRKAA1 PRKCA PRKCH PRKG1 PROS1 PRR15 PRX PSD3 PTAR1 PTGER4 PTPN12 PTPRB PTPRC PTPRG PTPRJ PTPRO PTPRVP PUM2 PURA PURB QKI RAB3GAP2 RAB6B RABGAP1L RALB RANBP9 RAP1A RAP1B RAPGEF2 RAPGEF3 RAPGEF4 RAPGEF5 RASA2 RASGRP3 RASL11A RASSF10 RASSF9 RBBP6 RBMS1 RBPMS RC3H2 RCAN1 RCAN2 RDH16 RERG RETREG1 RFK RGS2 RHPN1 RICTOR RILPL1 RIMOC1 RIN2 RIOK3 RIPOR1 RIPOR2 RMDN1 RNF103 RNF11 RNF13 RNF6 RNFT1 RNPC3 RO60 ROCK1 RORA RPS6KA5 RRAS2 RREB1 RTN4RL1 SACM1L SAMD4A SAMD8 SCD SCHIP1 SCN7A SCOC SDC2 SEC11C SECISBP2L SELENOT SEMA3B SEMA3E SEMA3G SEMA5A SERINC1 SERINC3 SERINC5 SERPINB6 SERPINI1 SETD7 SFMBT1 SGIP1 SGK1 SGK3 SGMS1 SGPP1 SH2B3 SH2D4A SH3BGRL2 SH3BP5 SH3GLB1 SHE SHISA3 SHROOM2 SHROOM3 SIRPA SLAIN2 SLC12A1 SLC12A2 SLC12A6 SLC17A5 SLC27A3 SLC2A12 SLC2A3 SLC33A1 SLC35A5 SLC36A4 SLC38A4 SLC38A9 SLC48A1 SLCO2A1 SLFN5 SLITRK6 SLK SMIM7 SNAP23 SNAPC3 SNCAIP SNRK SNTB1 SNX13 SON SORBS1 SOS2 SOWAHC SOX17 SOX7 SP2 SPEG SPIRE1 SPOP SPRED2 SPTLC2 SRGN SSBP2 ST3GAL6 ST6GALNAC3 ST8SIA4 STAG2 STARD8 STAT1 STK3 STON1 STRN STXBP3 SULF2 SYNJ2BP SYNPO SYT17 TACC1 TADA2B TANC1 TAOK1 TASOR TBC1D1 TBC1D12 TBX3 TCEANC2 TCF21 TCF25 TCIM TCP11L2 TDRP TECPR1 TEK TENM2 TENT5A TEX2 TGFBR2 TGFBR3 THAP2 THBD THBS1 THSD7A TIMP3 TIPARP TLE4 TLR3 TLR4 TM4SF1 TMBIM1 TMC7 TMCC2 TMCC3 TMED5 TMEM106B TMEM150C TMEM204 TMEM26 TMEM30A TMEM33 TMEM64 TMEM65 TMEM9B TMOD3 TMTC1 TNFAIP3 TNFAIP8 TNFRSF11B TNS2 TOB1 TOP1MT TOR1AIP2 TP53INP1 TPM1 TPP1 TRAK2 TRIB2 TRIM23 TRIM5 TRIP11 TRPC1 TSPAN12 TSPAN2 TSPAN5 TSPAN8 TTC14 TTLL7 TUBB1 TUBB2A TUT7 TXNIP UACA UBE2Q2 UBE2V2 UBLCP1 UBR3 UGP2 ULK2 UMOD USP12 USP25 USP33 USP42 USP46 USP9X VAMP5 VANGL1 VASN VCL VEGFA VGLL3 VIM VMA21 VPS13A VPS37A VPS54 VSIG10 VSTM4 WASHC4 WDFY1 WIPF3 WSB2 WWC2 WWTR1 YES1 YIPF4 YOD1 YPEL5 ZBTB38 ZBTB4 ZBTB44 ZBTB46 ZBTB7C ZBTB8A ZC3HAV1 ZDHHC14 ZEB2 ZFR ZFX ZFYVE16 ZHX1 ZNF175 ZNF185 ZNF300 ZNF319 ZNF518A ZNF729 ZNRF2 CUI_TCF21_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_TCF21_TARGETS_2_UP ABHD11 ABHD14A ABHD16A ACE2 ACTB ADAMTS2 ADAMTS20 ADCY2 ADIPOR2 AGTR2 AKR7A2 ALDH16A1 ALDH18A1 AMER2 ANAPC15 ANKRD54 ANTXR1 APBB1 APCDD1 APEX1 APRT AR ARHGAP39 ARSB ASAP1 ASPM ATAD3A ATIC ATP1A2 ATP23 B4GALT2 BANF1 BCL7A BEX1 BLM BMP4 BMP5 BMPER BNC2 BOC BOK BRI3BP BZW2 C1QL1 C1QTNF12 CA4 CAD CADM1 CADPS2 CAMSAP3 CAPN6 CBX5 CCDC80 CCDC88C CCN4 CCNA2 CCNB2 CCND2 CD276 CD38 CD79B CDC25C CDC45 CDCA3 CDCA5 CDCA7 CDCA7L CDCA8 CDH6 CDK1 CDK2AP1 CDKN1B CDT1 CELF4 CELSR1 CENPA CENPK CENPV CENPX CFH CFTR CHAF1B CKAP5 CKS1B CLCN2 CLDN6 CLDN9 CLEC11A CLSTN2 CLU CMC2 CNDP2 COL1A1 COL3A1 COL6A1 COL6A2 COL8A2 COLEC11 COMP CPED1 CPNE5 CPXM1 CTHRC1 CXXC4 CYBA CYP1B1 CYP7B1 DCAKD DCLK1 DCN DCTPP1 DGCR6 DIPK1B DNAH1 DNAJC9 DSCC1 DTL DTYMK DYNC2I2 ECHDC2 ECM1 EDNRA EEF1AKMT4 EFS ELAPOR1 ELP5 EMC8 EMG1 ENTREP1 EPB41L4A EPHA4 ESPL1 ESR1 ETV5 EVC2 EXOSC5 EXOSC8 EYA1 FAM185A FAM32A FAP FAT3 FAXC FBLN5 FBLN7 FCGRT FIRRM FKBP10 FKBP4 FLYWCH1 FMOD FN1 FNDC4 FRAS1 FXN FYB1 GALK1 GAS2L3 GAS6 GATA6 GJA1 GLI3 GLRB GPC6 GPRASP2 GREB1 GRIA3 GRIP1 GRWD1 GSTT2 GUK1 GXYLT2 HDAC11 HELLS HJURP HLA-DMA HM13 HMGA2 HMGB3 HMGXB4 HMMR HNF1B HNRNPR HNRNPU HOMER2 HOXA11-AS HOXB6 HS6ST2 HSPBP1 HUNK IGDCC4 IGF1 IGFBP2 IGSF5 IGSF8 IL33 INCENP IPO13 IQGAP3 ISLR KANTR KCND3 KCNK5 KCNT2 KCP KIF22 KLF5 KNL1 KNSTRN KNTC1 KRT18 KRT8 LAMA2 LAMA4 LBP LGALS1 LGI2 LHFPL2 LMNB1 LRFN4 LRRC56 LSM3 LSM4 LSP1 LSR LUM LYPD6B MACROD1 MAOA MAP3K21 MAPKAPK3 MATN2 MCM3 MCM5 MCM7 MDK MEG3 MEIS1 METTL1 MEX3A MFAP2 MGP MIF MIR100HG MIR17 MIR296 MISP MMP11 MMP16 MNS1 MORN2 MRPL9 MRPS27 MRTO4 MSI1 MTMR7 MXD3 MYCN NCAM1 NCAPH NCAPH2 NDUFB7 NEURL1 NFATC4 NFIA NFIX NIPSNAP1 NKD1 NLGN2 NME1 NOC4L NPHP1 NR2F2 NRP2 NSL1 NT5DC2 NUF2 OSCP1 PA2G4 PABPC1L2A PAFAH1B3 PALM PALS2 PAMR1 PAPSS2 PARM1 PATZ1 PAX8 PCBP4 PCDH8 PCDH9 PCSK4 PDGFA PDLIM4 PENK PFKL PGAP2 PHACTR1 PHGDH PIH1D1 PIMREG PIN1 PLCH1 PLET1 PLTP POLD1 POLD2 POLE3 POSTN PPA1 PPAN PPP1R14B PRDX2 PRDX6 PRIM1 PRKAR1B PRMT7 PRNP PSAT1 PTGDS PTN PTTG1 PYCR1 PYCR3 RAB17 RACK1 RAD18 RAD51 RANBP1 RBFOX3 RBP1 RCC2 RCN3 RELN RELT RFC3 RGS17 RHEBL1 RHOU RNASEH2C RNF227 RPL12 RPS9 RPSA RRP1B RTL6 SALL2 SBK1 SELENOW SEMA3C SERPINF1 SERTAD4 SESN2 SGTA SIPA1L1 SIX2 SKA3 SKP2 SLC38A1 SLC4A3 SLC7A2 SLIT2 SMC1A SMCHD1 SNAP91 SNORD52 SNRNP70 SNRPB SOAT1 SOCS2 SOX11 SPC24 SPINT1 SPON1 SPSB4 SRD5A1 SRL SRM SRPX STARD10 STMN1 SUMO3 SUV39H1 SYCE2 SYNE2 TACC3 TAF6L TALDO1 TBRG4 TCTN2 TEAD2 TET1 TGFB3 TGFBI TGM2 THOP1 TIMELESS TIMM13 TK1 TMEM132A TMEM151B TMEM176B TMEM231 TMEM238 TMEM97 TMSB15B TMX2 TNFAIP6 TPX2 TRAPPC6A TRPM4 TSPAN33 TTL TYMS UBE2C UBE2T UGT2B10 UHRF1 UNC119 UTP15 VASH2 VCAM1 VCAN VPS37D VPS54 VPS72 WFDC2 WNT4 WNT8B XRCC1 YPEL1 ZCCHC18 ZFPM2 ZMIZ1 ZNF593 ZNF692 ZNRD2 CUI_TCF21_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_TCF21_TARGETS_DN ADAMTS5 ADM ART3 CD55 CLIC5 COL4A3 EGF FAM241A GABRA4 GALC H3C14 HSPA1A HSPA1B IQGAP2 LRRFIP1 MAPT MERTK NPHS2 PARP4 PDE10A PTGER4 PTPRVP RASSF10 RHPN1 SCD SEMA3E SERPINB6 SGIP1 SH3BGRL2 SLC12A2 TLR4 TOP1MT TSPAN2 UMOD CUI_TCF21_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CUI_TCF21_TARGETS_UP CADM1 CCND2 CDH6 CDKN1B CFH CLDN6 CLDN9 COL3A1 COL6A1 COL6A2 COL8A2 CYP7B1 DCN EPHA4 FAP HDAC11 HJURP HMMR HOMER2 IGDCC4 IGFBP2 ISLR LBP LHFPL2 LUM MDK MEG3 NCAM1 PENK PHGDH PTN RBP1 SERPINF1 SOX11 STARD10 VCAN CURSONS_NATURAL_KILLER_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/CURSONS_NATURAL_KILLER_CELLS CD160 CD244 CTSW FASLG GZMA GZMB GZMH IL18RAP IL2RB KIR2DL4 KLRB1 KLRC3 KLRD1 KLRF1 KLRK1 NCR1 NKG7 PRF1 XCL1 XCL2 DACOSTA_ERCC3_ALLELE_XPCS_VS_TTD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_ERCC3_ALLELE_XPCS_VS_TTD_DN ANOS1 BMP4 CAND2 CLCN4 CLCN6 CNN1 COL1A2 CXCR4 DLC1 DOK5 ENPP2 FABP5 GULP1 HAS2 HMGN3 HMOX1 IRF5 LPXN MAP2K5 PDGFRL PLPP3 PPP2R3A PRKCZ PTN RAMP2 RBPMS ROR1 SERPINB2 SOX4 SSBP2 STAMBP SYNM VCAN VLDLR DACOSTA_ERCC3_ALLELE_XPCS_VS_TTD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_ERCC3_ALLELE_XPCS_VS_TTD_UP ADORA1 ANPEP ANXA8L1 CTSH CXCL12 E2F5 EFNB2 EPB41L3 FOS GAGE12F GNG4 HOXB5 IGFBP2 IGFBP6 IGSF3 ISG20 KCNG1 LHX2 MDK MEST NMB NNMT PCDH7 PTPRN PTX3 RASSF2 RIMS2 TGM2 DACOSTA_LOW_DOSE_UV_RESPONSE_VIA_ERCC3_XPCS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_LOW_DOSE_UV_RESPONSE_VIA_ERCC3_XPCS_DN ACTB DUSP5 E2F2 EIF4A1 GAPDH HSP90AB1 ID1 MIR22HG SERPINE1 DACOSTA_LOW_DOSE_UV_RESPONSE_VIA_ERCC3_XPCS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_LOW_DOSE_UV_RESPONSE_VIA_ERCC3_XPCS_UP ELF1 FAS FXYD2 H1-5 H2AC18 ITPKA MUSK PINK1 POU2F3 PRDM2 PTPN22 SHROOM2 TK2 USH2A DACOSTA_UV_RESPONSE_VIA_ERCC3_COMMON_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_COMMON_DN ABI1 ACSL3 ACVR1 ADAM10 ADARB1 ADGRG6 ADSL AFAP1 AFF1 AGAP1 AKAP9 ANKMY2 ANKRD17 ANKS1A APPBP2 ARFGEF1 ARHGAP12 ARHGAP29 ARHGEF7 ARID5B ARIH1 ASAP2 ASCC3 ATAD2B ATF2 ATP11B ATP13A3 ATP2B1 ATR ATRX ATXN2 AUH BARD1 BAZ1A BAZ2B BBX BCAR3 BDNF BHLHE40 BLM BLTP1 BPTF BRCA1 BUB1B C2CD2 C2CD3 C2CD5 CAMSAP2 CAP2 CASK CASP8 CBLB CCDC93 CCN1 CCN2 CCSER2 CD2AP CDC27 CDC42BPA CDK13 CDK17 CDK8 CDS2 CDYL CEMIP CENPA CENPE CENPF CEP135 CEP170 CEP350 CERS6 CHD1 CHD9 CHSY1 CKAP5 CLASP1 CLASP2 CLEC16A CLIP1 CLOCK CNOT2 CNOT4 COL5A2 CRADD CREB1 CREB3L2 CREBBP CRIM1 CRY1 CTBP2 CUL1 CUX1 CXCL12 DAPK1 DCUN1D4 DENND5A DHX15 DLC1 DNAJC13 DNMBP DOP1B DPYD DST DUSP1 DYRK1A E2F2 E2F3 EGFR EHBP1 EIF4E EIF4G3 ENC1 EPHA4 EPS15 EPS8 EVI5 EXT1 F3 FAM169A FAM171A1 FARS2 FAT1 FBXL7 FBXW11 FCHSD2 FERMT2 FGF2 FGF5 FILIP1L FLNB FNBP1L FNDC3A FOXD1 FOXJ3 FOXK2 FOXN3 FOXO3 FRYL FTO FUBP1 FUT8 FXR1 FYN G6PD GAPVD1 GBE1 GIGYF2 GINS1 GLRB GMPS GNAQ GOLGA4 GSK3B GTF2F2 HEG1 HELZ HIRA HIVEP1 HIVEP2 HMGXB4 HNRNPDL HOMER1 IBTK ID1 IGF2BP3 IL1RAP IL7R INPP5F IPO7 IRS1 ITSN1 ITSN2 JARID2 JUN KAT6A KAT6B KDM5A KIF11 KIF14 KIF20B KIF23 KIF2A KIF5C KLF10 KLF6 KLF7 KPNA3 KRIT1 LARP4 LARP4B LARS2 LHFPL2 LIMCH1 LRPPRC LYN MAMLD1 MAN2A1 MAP1B MAP2K1 MAP2K4 MAP4K5 MAPK6 MARCHF6 MARCHF7 MARF1 MARK3 MBD2 MBNL1 MDN1 MECP2 MED13 MED13L MEIS2 MELK MGAT5 MGLL MICAL3 MID1 MKLN1 MNAT1 MOK MSH2 MTCL1 MTF2 MTREX MTX2 MYBL1 MYC MYCBP2 MYO10 MYO1B NAA20 NBN NCK1 NCOA1 NCOA3 NDC80 NEDD4 NEK7 NFIB NFYC NMT2 NPEPPS NPIPB5 NR2F2 NR3C1 NREP NRG1 NRIP1 NUAK1 NUMB NUP153 NUP98 NVL OGT OPA1 ORC2 ORC5 OSBPL8 OXSR1 PAFAH1B1 PAIP1 PALM2AKAP2 PALS2 PARD3 PARG PARN PAWR PBX3 PCMT1 PDE8A PDS5A PEX3 PHF21A PHF3 PHIP PHLPP1 PHLPP2 PIBF1 PICALM PIK3C3 PIKFYVE PIP4K2A PJA2 PKD2 PKN2 PKP4 PMM2 PMS1 PNISR PPFIA1 PPM1B PPP1R12A PPP2CA PPP2R2A PPP2R3A PPP2R5C PPP2R5E PPP3CB PRIM2 PRKACB PRKCA PRKCI PRMT3 PRR3 PRRC2C PTENP1 PTK2 PTPN12 PTPN2 PTPRA PTPRK PUM1 PUM2 PUM3 QKI R3HDM1 R3HDM2 RAB3GAP1 RAB6A RABGAP1 RAD23B RAPGEF2 RASA1 RB1 RBFOX2 RBM39 RBM6 RBMS1 RBMS1P1 RBPJ RCOR1 REV3L RFTN1 RGS20 RGS7 RNF13 RNGTT ROCK2 RPGR RRAS2 RUNX1 RYK SAMD4A SATB2 SCAF8 SCHIP1 SEC14L1 SEC24A SEC24B SEMA3C SEMA5A SEPTIN9 SERPINE1 SETD2 SHB SLC25A13 SLC4A7 SLC7A1 SLK SMAD3 SMARCA2 SMC5 SMCHD1 SMURF2 SNX13 SOCS5 SOS1 SPECC1L SPEN SPOP SRGAP2 SRPK2 SRSF3 SRSF7 SSBP1 STAG1 STAM STARD13 STAU2 STIL STK24 STK3 STK39 STRN3 SUZ12 SWAP70 TAB2 TAF4 TASOR TBL1X TCF12 TCF7L2 TDRD7 TGFB2 THBS2 TIAM1 TIPARP TJP2 TLE1 TLE4 TLK1 TLK2 TMEM131 TOP2A TOPBP1 TP53BP2 TRAK1 TRAM2 TRAPPC8 TRIM2 TRIM33 TRIM37 TRIO TRIP12 TRRAP TSPAN5 TUBGCP3 TUT4 U2SURP UBE2D2 UBE2G1 UBE3A UBL3 UBR2 UBR5 UCK2 UGCG UPF2 USP12 USP13 USP24 USP32P2 USP6 USP9X UTP18 UVRAG VEGFC VPS13A WAPL WASF3 WASHC4 WDR43 WDR7 WNT5A WRN WWC1 XPO1 XRCC4 YAP1 ZC3H4 ZDHHC17 ZFYVE9 ZHX2 ZHX3 ZMIZ1 ZMYM2 ZMYM4 ZMYND11 ZMYND8 ZNF148 ZNF292 ZNF638 ZNF804A ZZZ3 DACOSTA_UV_RESPONSE_VIA_ERCC3_COMMON_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_COMMON_UP ABCB6 ACAA1 ACOT2 ACYP1 ALAS1 ATF3 BRD2 BTG1 CBR1 CCNE2 CDC34 CDC6 CDKN1C CEBPD CEP68 CLK3 CLTB CNP CTSV DGAT1 DNAL4 EFNA1 EIF2S3 ERCC5 FAM8A1 FGFR3 GABARAPL1 GLUL GNS GPRC5B H2AC18 HEXIM1 HLA-E HLA-F HRAS KCNJ4 LHX2 LIN37 MICB NAT1 NEU1 NSUN5P2 NXF1 OSR2 PCNA PIM2 PLPBP PNRC1 RELA RFC5 RGS2 RHOB RNF103 RPS6KB2 RSL1D1 SELENOW SHOX2 SLC30A3 SLC6A8 SRM SYF2 TBCC TFAM TK1 TMEM109 TNFSF9 TOB1 TP53I3 TPBG TPM2 TREX1 TSPYL2 TUBA4A TUBB4B ZNF263 DACOSTA_UV_RESPONSE_VIA_ERCC3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_DN ABCC1 ABCE1 ABI1 ABLIM3 ACAP2 ACBD3 ACSL3 ACSL4 ACVR1 ADAM10 ADAM17 ADARB1 ADCY9 ADGRA3 ADGRG6 ADNP ADORA2B AFAP1 AFF1 AGAP1 AGFG1 AGO2 AHCTF1 AHDC1 AKAP10 AKAP11 AKAP13 AKAP9 ALCAM AMPH ANAPC10 ANKLE2 ANKMY2 ANKRD17 ANKRD28 ANKS1A AP3B1 APBB2 APC APP APPBP2 AQR ARAP2 ARB2A ARFGEF1 ARHGAP11A ARHGAP12 ARHGAP19 ARHGAP29 ARHGAP35 ARHGEF10 ARHGEF7 ARID4A ARID5B ARIH1 ARNT2 ASAP2 ASCC3 ASXL1 ATAD2B ATF2 ATP11B ATP13A3 ATP2B1 ATP2B4 ATP2C1 ATP6V1H ATP8B1 ATR ATRN ATRX ATXN1 ATXN2 AUH AURKA AVL9 AZIN1 BARD1 BAZ1A BAZ1B BAZ2B BBX BCAR3 BDNF BHLHE40 BICD1 BICRAL BLM BLTP1 BMERB1 BMP2K BMPR1A BPTF BRCA1 BRCA2 BTAF1 BTRC BUB1B C2CD2 C2CD3 C2CD5 CAMSAP2 CAND1 CAP2 CASK CASP8 CAV2 CBFB CBLB CCDC6 CCDC93 CCN1 CCN2 CCND1 CCSER2 CD2AP CDC16 CDC27 CDC42BPA CDH2 CDK13 CDK17 CDK19 CDK8 CDKN1B CDS2 CDYL CEMIP CENPA CENPC CENPE CENPF CEP135 CEP170 CEP350 CERS6 CHD1 CHD9 CHST3 CHSY1 CKAP5 CLASP1 CLASP2 CLEC16A CLINT1 CLIP1 CLOCK CNOT2 CNOT4 COG5 COL1A2 COL5A2 COL8A1 CRADD CREB1 CREB3L2 CREB5 CREBBP CRIM1 CRY1 CRYBG3 CSE1L CSNK1A1 CSNK2A1 CTBP2 CTCF CTIF CUL1 CUL2 CUX1 CXCL12 CYTH1 DAAM1 DAPK1 DBF4 DCUN1D4 DDR2 DDX10 DDX17 DDX21 DDX42 DEK DENND2B DENND5A DHX15 DICER1 DKK1 DLC1 DLEU2 DLG1 DLGAP5 DMD DMXL2 DNAJB6 DNAJC13 DNAJC2 DNMBP DOCK1 DOCK4 DOCK9 DOK5 DOP1B DPYD DST DUSP1 DUSP4 DUSP5 DYRK1A E2F3 E2F5 EFNA5 EFR3A EGFR EHBP1 EIF3A EIF4E EIF4G3 ELL2 ELOVL2 EMC2 ENC1 EPHA4 EPHB2 EPS15 EPS8 ERC1 EVI5 EXT1 F3 FAM168A FAM169A FAM171A1 FAM193A FARS2 FAT1 FBXL7 FBXW11 FCHSD2 FERMT2 FGF2 FGF5 FILIP1L FLNB FLRT2 FNBP1L FNDC3A FOXD1 FOXJ3 FOXK2 FOXN3 FOXO3 FRYL FTO FUBP1 FUT8 FXR1 FYN GALK2 GALNT1 GAPVD1 GARRE1 GBE1 GBF1 GCC2 GCNT1 GIGYF2 GINS1 GJA1 GLRB GMPS GNAI1 GNAQ GNE GOLGA4 GPATCH8 GRK5 GSE1 GSK3B GTF2E2 GTF2F2 GTF3C2 HAT1 HDAC4 HEG1 HELZ HERC4 HIF1A HIRA HIVEP1 HIVEP2 HLTF HMGXB4 HMMR HNRNPDL HNRNPH3 HOMER1 HOXB2 HPCAL1 IBTK ID1 ID3 IER3 IFRD1 IGF1R IGF2BP3 IGF2R IL1R1 IL1RAP IL7R INHBB INPP5F IPO7 IRS1 ITCH ITGA6 ITPR1 ITSN1 ITSN2 JARID2 JUN KAT6A KAT6B KAZN KDM3A KDM3B KDM4C KDM5A KDM5B KIDINS220 KIF11 KIF14 KIF20B KIF23 KIF2A KIF5C KIFAP3 KIN KLC1 KLF10 KLF6 KLF7 KLHDC10 KLHL20 KPNA3 KRIT1 LAMC1 LARP4 LARP4B LARS2 LDLR LHFPL2 LMNB1 LPAR1 LRIG1 LRPPRC LRRFIP1 LSM5 LTN1 LYN MACF1 MAD1L1 MALT1 MAMLD1 MAN2A1 MAP1B MAP2K1 MAP2K4 MAP3K14 MAP3K4 MAP4K5 MAPK14 MAPK6 MAPK8 MARCHF6 MARCHF7 MARK3 MAST2 MBD2 MBNL1 MBOAT2 MDFIC MDN1 ME2 MECOM MECP2 MED1 MED13 MED13L MEF2A MEIS2 MELK MGAT5 MGLL MIA2 MICAL2 MICAL3 MICU2 MID1 MITF MKLN1 MN1 MNAT1 MNT MOB4 MOK MPHOSPH9 MRTFA MSH2 MSH3 MSH6 MTAP MTCL1 MTF2 MTFR1 MTIF2 MTMR3 MTR MTREX MTX2 MYBL1 MYC MYCBP2 MYO10 MYO1B MYO9B MYOF N4BP1 N4BP2L2 NALF1 NAMPT NAV3 NBAS NBN NBPF14 NCK1 NCKAP1 NCOA1 NCOA2 NCOA3 NCOR2 NDC80 NECTIN3 NEDD4 NEK1 NEK4 NEK7 NFATC3 NFIB NFKB1 NFYC NIPBL NMT2 NPAT NPEPPS NPIPB3 NR2F2 NR3C1 NREP NRG1 NRIP1 NSMAF NT5C2 NUAK1 NUMB NUP133 NUP153 NUP160 NUP98 NVL OGT OPA1 ORC2 ORC5 OSBPL8 OSMR OTUD4 OXSR1 PAFAH1B1 PAIP1 PALM2AKAP2 PALS2 PARD3 PARG PARN PAWR PBX3 PCCA PCF11 PCMT1 PCNT PDE8A PDLIM5 PDS5A PDS5B PEX14 PEX3 PHF14 PHF20 PHF21A PHF3 PHF8 PHIP PHLPP1 PHLPP2 PIBF1 PICALM PIK3C2A PIK3C3 PIK3R4 PIKFYVE PIP4K2A PIP5K1A PJA2 PKD2 PKN2 PKP4 PLAUR PLCB4 PLCE1 PLOD2 PLPP3 PLSCR1 PMM2 PMS1 PNISR PODXL POLR2B PPFIA1 PPIP5K2 PPM1B PPP1R12A PPP2CA PPP2R2A PPP2R3A PPP2R5A PPP2R5C PPP2R5E PPP3CB PPP3R1 PRIM2 PRKACB PRKCA PRKCI PRMT3 PRR3 PRRC2C PSD3 PSME4 PTEN PTK2 PTPN1 PTPN12 PTPN13 PTPN2 PTPN4 PTPN9 PTPRA PTPRK PTPRM PTX3 PUM1 PUM2 PUM3 QKI R3HDM1 R3HDM2 RAB21 RAB31 RAB3GAP1 RAB6A RABGAP1 RABGAP1L RAD23B RAD51C RALA RANBP2 RAP1A RAPGEF2 RASA1 RB1 RB1CC1 RBFOX2 RBM39 RBM6 RBMS1 RBMS1P1 RBPJ RBPMS RCOR1 RDX REV3L RFTN1 RGL1 RGS20 RGS7 RHOBTB3 RIF1 RIN2 RLF RNF13 RNF2 RNGTT ROCK1 ROCK2 ROR1 RPGR RPS6KA2 RPS6KA3 RRAS2 RSBN1 RUNX1 RYBP RYK SACS SAMD4A SASH1 SATB2 SCAF8 SCAMP1 SCHIP1 SEC14L1 SEC24A SEC24B SEC24D SECISBP2L SEMA3C SEMA5A SEPTIN9 SERPINB2 SERPINE1 SETD2 SETD3 SETDB1 SETX SFMBT1 SGMS1 SHB SHOC2 SIK3 SIPA1L1 SKAP2 SKIC3 SLC11A2 SLC16A7 SLC20A2 SLC23A2 SLC25A12 SLC25A13 SLC25A24 SLC27A3 SLC35A3 SLC4A7 SLC7A1 SLIT2 SLK SMAD3 SMAD4 SMAD6 SMAD7 SMARCA1 SMARCA2 SMARCA5 SMC3 SMC5 SMCHD1 SMURF2 SNW1 SNX13 SNX2 SNX4 SOCS5 SOCS6 SON SOS1 SOS2 SOX9 SP100 SP3 SPAG9 SPART SPAST SPC25 SPECC1L SPEN SPG11 SPIDR SPOP SPRED2 SRGAP2 SRPK2 SRSF3 SRSF7 SSBP2 ST3GAL5 STAG1 STAG2 STAM STARD13 STAU2 STIL STK10 STK24 STK3 STK39 STRN3 STXBP3 SUCO SUPT20H SUZ12 SWAP70 SYNE2 SYNJ2 TAB2 TAF15 TAF4 TANK TAOK3 TASOR TBC1D31 TBL1X TCF12 TCF7L2 TDG TDRD3 TDRD7 TEAD1 TERF1 TFPI TGFB2 TGFBR2 TGFBR3 TGIF1 THBS2 THOC2 TIA1 TIAM1 TIPARP TIPRL TJP2 TLE1 TLE4 TLK1 TLK2 TMCC1 TMEM131 TMEM131L TMEM87A TNFAIP8 TNKS TOGARAM1 TOP1 TOP2A TOPBP1 TP53BP1 TP53BP2 TPST1 TRAK1 TRAM2 TRAPPC8 TRIM2 TRIM24 TRIM33 TRIM37 TRIM44 TRIO TRIP12 TRPC1 TRRAP TSC22D2 TSPAN5 TTC28 TTK TUBGCP3 TUT4 TXNRD1 U2SURP UBE2D2 UBE2D3 UBE2E1 UBE2G1 UBE3A UBL3 UBR2 UBR5 UBXN7 UCK2 UGCG UPF2 URI1 USP12 USP13 USP15 USP24 USP34 USP6 USP7 USP9X UST UTP18 UTP20 UVRAG VCL VEGFC VEZF1 VLDLR VPS13A VPS13B VRK1 WAPL WASF1 WASF3 WASHC4 WBP4 WDFY3 WDHD1 WDR37 WDR43 WDR7 WNT5A WRN WWC1 WWP1 WWTR1 XPO1 XPO6 XRCC4 YAF2 YAP1 YTHDF3 YY1 ZBTB11 ZBTB18 ZBTB20 ZC3H14 ZC3H4 ZDHHC17 ZEB1 ZEB2 ZFHX3 ZFP36L2 ZFYVE16 ZFYVE9 ZHX2 ZHX3 ZMIZ1 ZMYM2 ZMYM4 ZMYND11 ZMYND8 ZNF148 ZNF292 ZNF451 ZNF638 ZNF804A ZZEF1 ZZZ3 DACOSTA_UV_RESPONSE_VIA_ERCC3_TTD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_TTD_DN ACAP2 ACVR2A AGO2 AHDC1 AMPH ARAP2 ARHGEF10 ASXL1 ATRN ATXN1 AVL9 BICD1 BTAF1 CCND1 CDC42BPA CDKN1B COL1A2 CREB5 CTIF DMD DNAJC2 DOCK4 DOCK9 DST EIF3A FAM168A FAM193A GALK2 GPATCH8 GPR176 GSE1 HAS2 HEG1 HERC4 INTS3 ITCH KLHL20 LPAR1 LRP6 MAD1L1 MALT1 MIA2 MITF MPHOSPH9 MSH3 NALF1 NAV3 NECTIN3 NFIB PCNT PDS5B PEX14 PHF14 PIK3C2A PLCE1 PLPP3 PTPRM RALGAPB RB1CC1 RBPMS ROR1 SERPINB2 SFMBT1 SGMS1 SKAP2 SLC16A7 SMAD7 SON SYNJ2 TEAD1 TMCC1 TMEM131L TOGARAM1 TOP1 TRIM24 TSC22D2 UBXN7 USP15 UST VPS13B WDHD1 WDR37 ZEB2 ZFHX3 DACOSTA_UV_RESPONSE_VIA_ERCC3_TTD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_TTD_UP AAMP ADD1 ADO AMACR ARPC4 BAD BAK1 BSG BUD23 CALR CAVIN1 CBX2 CBX4 CDK16 CDKN2B COX6A1 EPHX1 EPOR ERBB2 ERCC2 FKBP2 FLNA GALK1 GALNT2 GCH1 GET3 GLS GNL1 HOXD9 IGFBP6 KISS1 MDK MPDU1 MRPL28 MRPS12 MVD MYBL2 PCDH9 PDAP1 PDLIM7 PGF PLCB3 PLD3 PLXNA3 PPIF PVR RPUSD2 SAT1 SMARCD2 STAT1 STK25 STX16 THBS1 TLE5 TNFSF13 TRIM21 TRIM25 UBA1 UBL4A DACOSTA_UV_RESPONSE_VIA_ERCC3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_UP AAMP ABCB6 ABCF3 ABHD14A ACAA1 ACOT2 ACYP1 ADA ADO AGPAT2 ALAS1 ALDH1B1 ALDOA AMACR AP2S1 AP3M2 ARPC4 ARRB2 ASL ATF3 ATP6V1F BAD BAG1 BAK1 BOLA2 BRD2 BRMS1 BSG BTBD2 BTG1 BTG2 BUD23 C2CD2L CA5BP1 CASP3 CBR3 CBX2 CBX4 CCDC85B CCND3 CCNE1 CCNE2 CCNG2 CDC34 CDC6 CDK16 CDK2 CDKN1C CDKN2B CDKN2C CDO1 CDT1 CEBPD CEP68 CLCN2 CLK1 CLK3 CLTB CNP CREBZF CREG1 CREM CSRNP2 CTH CTSV CYB5B CYB5R1 CYP1B1 CZIB DAXX DDT DGAT1 DMPK DNASE2 DUSP3 E2F1 ECI1 EEF1D EFNA1 EIF2S3 EIF3I EIF4EBP1 EPHX1 EPOR ERBB2 ERCC1 ERCC2 ERGIC3 ESS2 EWSR1 FADS1 FAM8A1 FDXR FEN1 FGFR3 FKBP1A FLNA FRAT2 GABARAPL1 GAGE1 GALNT2 GAS1 GATD3 GCAT GCH1 GDI2 GET3 GLS GLUD1 GLUL GNL1 GPRC5B GRHPR GRINA GSTP1 GSTT1 GSTT2 HAUS3 HEXIM1 HEXIM2-AS1 HHEX HLA-A HLA-E HLA-F HLA-G HLA-J HNRNPU HOXD9 HSPA1A HSPA2 HYAL2 ICAM3 IDH2 IFI30 IFIT1 IFITM2 IGFBP6 IL11RA IRF1 ISG15 ITM2B JUNB KCNJ4 KLHDC3 LHX2 LIN37 LMF2 LY6E MAT2A MAZ MBD4 MBOAT7 MCM4 MCM5 MDK MEA1 MED6 MFAP3 MGAT1 MICB MLLT11 MOAP1 MPDU1 MRPL23 MRPL28 MRPS12 MVD MYBL2 NAT1 NCBP2 NCDN NCLN NDUFB7 NDUFS7 NDUFV1 NEU1 NFE2L1 NFKBIE NME3 NOP2 NPRL2 NPTXR NR4A1 NSUN5P1 NXF1 OAZ2 OGFR OGG1 OSR2 PAFAH1B3 PAQR4 PCDH9 PCNA PDAP1 PDCL PDLIM7 PER2 PGF PHLDA2 PIM2 PITX2 PKMYT1 PLCB3 PLD3 PLEKHO2 PLPBP PLTP PLXNA3 PMAIP1 PNP PNRC1 POLR2A PPIE PPIF PPP1CA PPP2R5D PQBP1 PRPF4 PSMB10 PSMC3 PSMC3IP PSMD8 PTPN11 PVR RAB8A RABAC1 RAD9A RBM38 RBM4 RELA RFC2 RFC5 RGS2 RHOB RNF103 RNF113A RNF40 RPL23 RPN1 RPS15A RPS6KB2 RPUSD2 RSL1D1 RSRP1 S100A13 SAC3D1 SAP18 SAT1 SCO2 SDF2 SELENOW SERPINH1 SHMT1 SHMT2 SHOX2 SIGMAR1 SIX1 SLC1A5 SLC25A4 SLC30A3 SLC6A8 SMARCD3 SMIM10L1 SMPD1 SMPDL3A SNHG29 SNRPA SPR SQSTM1 STK25 STX16 SULT1A2 SYNM TBCC TCIRG1 TERF2 TEX30 TFAM THAP3 THBS1 TK1 TM7SF2 TMBIM6 TMED1 TMEM109 TMX4 TNFRSF10D TNFSF13 TNFSF9 TOB1 TP53 TP53I3 TPBG TPM2 TREX1 TRIAP1 TRIM13 TRIM21 TRIM25 TSPYL2 TST TUBA4A TUBB2A TYK2 TYMS U2 U2AF2 UBA1 UQCRC1 UROD UROS YKT6 ZFPL1 ZKSCAN1 ZNF263 ZNF330 ZNF510 ZNHIT1 DACOSTA_UV_RESPONSE_VIA_ERCC3_XPCS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_XPCS_DN ABCE1 ACAP2 ADCY9 AGFG1 AGO2 AHDC1 AKAP10 ARAP2 ARHGEF10 ASXL1 ATP2C1 ATP8B1 ATRN AVL9 BDNF BICD1 BMPR1A BTRC CDH2 CDKN1B CENPC CTIF CUL2 DKK1 DLEU2 DLG1 DOCK4 DOCK9 DST DUSP5 E2F5 EIF3A FAM168A FAM193A GPATCH8 GRK5 GSE1 HEG1 HERC4 HOXB2 IGF1R IL6 INTS3 MALT1 MPHOSPH9 MTAP MYO9B NALF1 NAV3 NECTIN3 NFATC3 NFKB1 PCCA PCNT PDLIM5 PDS5B PHF14 PIK3C2A PLCB4 PLCE1 PTEN PTX3 RALGAPB RANBP2 RB1CC1 RPS6KA3 SFMBT1 SLC25A12 SLIT2 SMAD4 SON SOS2 SP100 TERF1 TGFBR3 TMCC1 TMEM131L TOGARAM1 TSC22D2 UBXN7 VLDLR VPS13B WDR37 WWP1 ZEB2 DACOSTA_UV_RESPONSE_VIA_ERCC3_XPCS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DACOSTA_UV_RESPONSE_VIA_ERCC3_XPCS_UP ADO ALDH1B1 BUD23 CASP3 CCNT2 CDKN1C COX6A1 CTH FRAT2 GLS GSTT2 HAUS3 IRF1 LACRT MED6 MPDU1 PCDH9 PDCL RAD9A RPUSD2 SAT1 TERF2 TP53 TRIM21 ZKSCAN1 DAIRKEE_CANCER_PRONE_RESPONSE_BPA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAIRKEE_CANCER_PRONE_RESPONSE_BPA BRWD1 C1QBP CKM COX6A2 CSE1L DHX15 EIF2S2 EIF3B ERBB3 FAM8A1 FARSA FARSB FKBP5 GLUL GOT2 GSPT1 GTF3A H4C3 HBZ IGFBP2 INPPL1 MOGS MTHFD1 MTOR MYC MYH3 MYOG NDUFB2 NUP93 PIK3R1 PPM1G PSMA2 PSMD1 PTEN QDPR RANBP1 RB1 RDX SDHA SNRPA1 SNRPD1 SORD SRL TNNC1 TNNI1 TOP2A TRAP1 TRIP12 TSC1 UCK2 ZFYVE26 DAIRKEE_CANCER_PRONE_RESPONSE_BPA_E2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAIRKEE_CANCER_PRONE_RESPONSE_BPA_E2 ABCA3 ACAA2 ACTN3 ANP32B AP3S1 APLP2 ATF4 ATP5MC3 BARD1 BCAP29 C1QTNF3 CAVIN2 CHAF1A COX8A CTPS1 DCLK1 DDC DDX39A DOCK2 EBNA1BP2 EEF1D EIF2B5 EIF2S1 EIF2S3 EIF3A EIF4A1 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4G2 ENAH EPRS1 EPS15 FBL FBXL22 FBXO17 FMO1 GAPDH GATM GSK3B H3-3B HDAC11 HMGA1 HMGB2 HMGN2 HNRNPC HPCA HSPB2 IFRD1 IGF1R ITGB1BP2 ITPKA KHSRP KLHL40 KPNB1 LBR LST1 MAPKAPK3 MARK2 MCM7 MKNK1 MX2 MYBPH MYL4 NCAM1 NDUFS3 NEIL1 NOP16 NPNT PARM1 PDPK1 PGAM2 PKIA PKMYT1 PLP2 POLD2 POLR2C POLR2H PPP2CA PPP2R2A PRDX6 PRKAG3 PSMA6 PSMB2 PTP4A2 RAB14 RFC5 RPL15 RPL29 RPL36 RPL4 RPS6 RPS6KB1 RRM2 S100A4 SEC61A1 SFPQ SGCA SLC25A6 SRSF3 STYXL2 SUPT16H TCP1 TKT TMEM38A TNNC2 TNNT1 TPM1 TTN TXN UNC45B UQCRH USP10 USP2 VBP1 XIRP1 ZBTB18 DAIRKEE_CANCER_PRONE_RESPONSE_E2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAIRKEE_CANCER_PRONE_RESPONSE_E2 ABCC4 ACTC1 APLNR ATP2A1 ATP2B4 CNR1 DAAM2 DUT EIF4A2 EML2 ERCC2 FST HADHA IDH3A LDB3 LMNB1 MYL11 MYOM2 NDUFB6 PDK2 PPFIA4 PPP2CB RFTN1 RYR1 SGCG SLC1A5 TNNT2 TSC2 DALESSIO_TSA_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DALESSIO_TSA_RESPONSE ANXA1 ARC ATF3 CGA CLU DHRS2 FOS FOSL2 GADD45B GAGE12F GAGE12G H2AC18 H2BC8 HSPA1A HSPB8 LGALS1 MMP12 NTS PLA2G6 PPP1R15A SNAI1 SPANXA1 SPANXC SSX1 STXBP6 TEX14 DANG_BOUND_BY_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_BOUND_BY_MYC ABCB10 ABCB6 ABCC4 ABI3 ABT1 ACAD8 ACADM ACE ACHE ACO2 ACOX1 ACOX3 ACP3 ACP5 ACSS2 ACTG1 ACTR3 ACYP2 ADAM22 ADCY9 ADGRE5 AGPS AHCYL1 AHSG AIFM1 AIMP2 AKAP1 AKAP10 AKAP9 AKR1A1 AKR7A2 ALDH2 ALDH9A1 ALG5 ALOXE3 AMD1 AMMECR1 AMPD2 AMPD3 ANAPC10 AP4B1 AP4E1 AP4M1 AP4S1 APBA3 APC APEX1 APP APPL1 AQR ARF1 ARF4 ARFGAP2 ARFIP2 ARFRP1 ARHGEF7 ARID4A ARL1 ARL6IP5 ARPC4 ARPP19 ARRB2 ARSB ASAH1 ASB1 ASB16 ASCL2 ASH2L ATF4 ATF6 ATF7 ATG12 ATM ATP1A2 ATP5F1B ATP5F1C ATP5F1E ATP5MC2 ATP5PO ATP6V1D ATP6V1G2 ATXN10 AVP AZIN1 BARD1 BAX BAZ1B BBC3 BCAT1 BCCIP BCKDHB BCL2L12 BCL3 BIRC3 BIRC6 BLK BLM BLZF1 BMP4 BSG BTBD1 BTN2A1 BUB1 BZW1 C9orf43 CACNB1 CACNG3 CACYBP CAD CALM2 CALR CAPZA1 CASP8AP2 CASP9 CBS CBX3 CBX5 CCDC6 CCHCR1 CCKBR CCL14 CCNB1 CCND2 CCT5 CCT7 CCT8 CD164 CD180 CD2AP CD63 CD79B CDC16 CDC25A CDC25B CDC25C CDC6 CDK16 CDK4 CDK6 CDKL3 CDKN1B CDKN2B CEACAM5 CEBPA CEBPZ CEP83 CEPT1 CFDP1 CH25H CHD1L CHERP CHRNB1 CIAO1 CIB1 CIR1 CISH CKS2 CLCN2 CLCN3 CLCN6 CLINT1 CLN3 CLP1 CLUL1 CMAS CNDP2 CNOT4 CNOT9 CNPY2 CNTN2 COL4A1 COL4A2 COPS2 COPS3 CORO1C COX15 COX7A2L COX7C CPSF1 CR2 CRADD CRAT CREB1 CREBL2 CRIPT CSDE1 CSF2RB CST5 CSTB CSTF3 CTDSP1 CTSC CTSF CUL5 CUTA CWC27 CXCL2 CXXC1 CYB561D2 CYBA CYTH2 CYTIP DAP3 DAXX DBI DBP DCAF8 DCK DCTN3 DCTN4 DDB1 DDX1 DDX10 DDX11 DDX17 DDX18 DDX3X DDX41 DDX5 DEF6 DEGS1 DFFA DGCR6 DIABLO DKC1 DLEU1 DLEU2 DMAC2L DMAP1 DMTF1 DNAI1 DNAJA2 DNTT DPAGT1 DPM1 DPM2 DPY30 DPYSL3 DRG1 DYNC1LI1 E2F1 E2F3 EEA1 EEF1E1 EGR3 EIF2S1 EIF2S3 EIF3C EIF3I EIF3K EIF4A1 EIF4B EIF4E EIF4E2 EIF4EBP2 EIF4H EIF5A2 ELK1 ELL ELOA ELOVL1 EMC8 EMP1 ENO1 ENO2 ENOPH1 ENTPD7 EPB42 EPC1 EPHX1 EPM2A ERBB2 ERCC6 ERF ERLIN1 ERO1A ESD ETF1 ETFA EXO1 EXOSC8 FADS3 FAH FANCF FASN FBXO5 FECH FGF9 FGFR4 FKBP2 FLOT2 FOSL1 FOXM1 FPGS FRY FTSJ1 FUT1 FXN FXR1 FXR2 FZD5 GABARAP GABPA GAK GAL GALC GALT GAPDH GAS8 GASK1B GATB GCFC2 GCLC GDAP1 GDE1 GEMIN2 GINS1 GINS2 GLA GLRA3 GLT8D1 GMDS GMIP GNA12 GNB1L GNL1 GNL3 GNS GOLGA5 GOLPH3 GPN3 GPR132 GPR4 GPSM3 GRK4 GSK3B GSTO1 GSTP1 GTF2H2 GTF3C4 GTF3C5 H2AC11 H2AC13 H2AC14 H2AC15 H2AC17 H2AC18 H2AC6 H2AC7 H2AX H2AZ1 H2BC10 H2BC11 H2BC12L H2BC14 H2BC15 H2BC17 H2BC21 H2BC4 H2BC6 H2BC7 H2BC8 H2BC9 H4C13 H4C14 H4C2 H4C4 H4C5 H6PD HADHB HARS1 HAX1 HBA1 HBA2 HBB HBP1 HCFC2 HDAC3 HDAC6 HERC1 HERPUD1 HES1 HIF1A HINT1 HLA-DPB1 HLA-DRB3 HLA-F HMBS HMG20A HMGA1 HMGN2 HMMR HMOX1 HNRNPA1 HNRNPA2B1 HNRNPDL HNRNPUL1 HOOK2 HOXD13 HOXD3 HS3ST2 HSD11B2 HSF2BP HSP90AA2P HSP90B1 HSPA14 HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 ICAM1 ID2 ID3 IDH3B IER2 IER5 IFI30 IFNAR1 IFNGR1 IFRD2 IGBP1 IGKC IL11RA IL13 IL17C IL2 ILK IMPA2 ING1 INSM1 INSR IRF2 IRF3 IRF9 ISG20 ITGA6 ITGB1 ITGB3BP IVNS1ABP JARID2 JRKL JUNB KCNH4 KDM5A KDM5C KEAP1 KHK KHSRP KIAA1586 KIF15 KIF20A KIF20B KLF1 KLK10 KPNA3 LAGE3 LAIR1 LAIR2 LAMC1 LAMP1 LAMTOR5 LANCL1 LATS1 LBR LDHA LIPT1 LMNA LMX1B LNPEP LSM1 LSM8 LSP1 LSR LTA4H LTB LZTFL1 LZTR1 M6PR MACROH2A1 MAD2L1 MADD MAEA MAFF MAGEA3 MAGEF1 MAGOH MAN2A1 MAN2A2 MANF MAP2K5 MAP2K7 MAP3K20 MAP3K5 MAP4K5 MAPK7 MAPRE1 MAPRE2 MARS1 MAT2A MAT2B MBD1 MBD4 MBNL1 MCCC2 MCL1 MCM3 MCM5 MCM7 MDH1 MDM2 MED17 MEIS1 MEIS2 MELTF MEN1 MET METTL1 METTL13 MFAP1 MFNG MGAT2 MGST1 MIR155HG MKLN1 MKNK1 MKRN1 MKRN4P MLXIP MMP15 MMP8 MNX1 MOCS2 MOCS3 MPC1 MPHOSPH6 MPO MRPL40 MRTO4 MSH2 MSN MST1 MST1R MT2A MT3 MTERF1 MTF2 MTHFD1 MTHFR MTOR MTPN MUC1 MUC5B MYBL2 MYC MYCBP MYCL MYCT1 NACA NAGA NAGPA NAP1L1 NAT10 NBN NBR1 NBR2 NCAPG NCBP1 NCBP2 NCL NDRG1 NDUFA1 NDUFA2 NDUFA6 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFS1 NDUFS6 NEFM NFAT5 NFIL3 NFKBIB NFKBIL1 NFS1 NGB NHERF2 NID1 NIT1 NME1 NME2 NOD1 NOL7 NOP2 NOTCH4 NPM1 NPRL2 NR1D1 NR6A1 NRAS NTHL1 NTN3 NUBP1 NUBP2 NUDT6 NUFIP1 NUP153 NUP155 NUP54 NUP62 NUP88 NXT1 OAZ1 OCA2 OCIAD1 ODC1 OGA P3H1 PA2G4 PAICS PAIP2 PALS2 PAPPA PARG PARP1 PARP2 PARP3 PAX3 PCBD2 PCM1 PCMT1 PCNA PCNP PCYT1A PDCD10 PDE4C PDE6D PDGFB PDHA1 PDK2 PDK3 PDPK1 PER1 PEX11B PEX14 PEX16 PEX3 PEX6 PFDN6 PFKFB4 PFN1 PHB1 PHB2 PIAS1 PIGF PIGP PIK3C3 PINK1 PKM PKN2 PKP1 PLA2G15 PLA2G4A PLA2G6 PLOD3 PMM2 PMPCB PMS1 PMS2P3 PMVK PNO1 POLB POLD2 POLD4 POLE3 POLH POLR1B POLR1D POLR1H POLR3A POLR3D POLR3G POLR3K POMT2 POU2F1 PPA1 PPAT PPFIA1 PPIA PPID PPP1CB PPP1R12A PPP1R12C PPP1R3D PPP1R7 PPP2CA PPP2R1B PPP3CA PPP6C PPT2 PQBP1 PRDM8 PRDX3 PRDX5 PREP PRKAB1 PRKAB2 PRKCSH PRKDC PRKRA PRMT5 PRPS2 PRPSAP1 PRTN3 PSAP PSEN2 PSMA1 PSMA5 PSMB1 PSMB5 PSMB7 PSMC4 PSMC5 PSMD10 PSMD14 PSMD3 PSMD5 PSMD7 PSMD8 PSME3 PSMG1 PTDSS1 PTGER2 PTGES3 PTMA PTOV1 PTP4A1 PTPA PTPN1 PTPN6 PWP1 PYCARD PYCR1 PYCR2 QDPR RAB11A RAB1A RAB3A RAB3GAP2 RAB5IF RAB8A RABGEF1 RAC2 RAD51 RAD51AP1 RAD54L RANBP3 RAP2B RAPGEF6 RARA RARB RBBP4 RBBP8 RBL1 RBM15B RBM3 RBM39 RBM4 RBM8A RCC1 RCL1 RECQL RECQL5 RFC2 RFX5 RGL2 RGS2 RHEB RHOG RIDA RIGI RIOX2 RIPK2 RIPPLY3 RLN1 RNASET2 RNF141 RNF4 RNF7 RNFT1 RNPS1 RPL10 RPL13 RPL13A RPL15 RPL18 RPL19 RPL22 RPL26 RPL27 RPL27A RPL3 RPL31 RPL32 RPL37 RPL5 RPL8 RPL9 RPS13 RPS15 RPS16 RPS17 RPS19 RPS20 RPS21 RPS25 RPS26 RPS27A RPS27L RPS29 RPS5 RPS6 RPS6KA2 RPS6KA5 RPS6KB1 RRAGA RRAS RSL24D1 RXRB RXYLT1 SAE1 SAP18 SAP30 SARS1 SCAMP3 SCAND1 SCD SCLY SCML2 SCO1 SCOC SDF2 SDF2L1 SEC23B SEC61B SEC62 SERF1B SERP1 SERPINE1 SERPINE2 SERTAD1 SFMBT1 SFXN3 SGPL1 SH2D3C SHMT1 SHPK SIGMAR1 SIM2 SIRT1 SLA SLBP SLC12A2 SLC19A1 SLC1A4 SLC22A3 SLC22A4 SLC25A11 SLC25A28 SLC25A3 SLC25A40 SLC26A4 SLC28A2 SLC2A4RG SLC31A1 SLC39A6 SLC39A7 SLC39A8 SLC43A1 SLC4A2 SLC5A6 SLC7A1 SLIT1 SMAD3 SMAD7 SMARCAD1 SMC1A SMN1 SNAPC1 SNAPC3 SNRNP40 SNRPA SNRPB SNRPB2 SNRPD3 SNX3 SNX5 SOD1 SOX12 SP4 SPAG5 SPAG6 SPAST SPIB SPTLC2 SQSTM1 SRD5A1 SREBF2 SRI SRM SRP54 SRP68 SRPRA SRRM2 SRSF1 SRSF11 SRSF2 SRSF5 SRSF7 SSB ST6GALNAC4 STAT6 STK26 STMN1 STOML3 STUB1 STX10 STX16 STYXL1 SUCLG1 SUGT1 SUPT16H SUPT5H SURF6 SYK SYMPK SYNGR2 SYPL1 TAGLN2 TCF12 TCIRG1 TERT TESK2 TFRC TGFB1 TGFB2 TGFB3 TGIF2 THAP12 THBS4 THRAP3 TIMM10 TIMM23B TIMM8A TIMM9 TK1 TLE3 TLL2 TMED10 TMEM126A TMEM187 TNFAIP1 TOB2P1 TOP1 TOPBP1 TP53 TPP2 TRAP1 TRAPPC3 TRIB1 TRIM25 TRMT13 TRMT6 TSC2 TSEN34 TTC33 TTC4 TUBG1 TULP3 TUSC2 TXN TYK2 TYMP TYMS U2AF1 U2SURP UBA52 UBAC1 UBE2C UBE2D3 UBE2G2 UBE2K UBL3 UBQLN1 UBXN1 UBXN8 UCHL1 UCP1 UCP3 ULBP1 UQCR10 UQCRC2 UROD USO1 USP1 USP11 USP4 USPL1 UXT VAMP1 VAMP2 VAPA VASP VCP VDAC2 VDAC3 VGF VHL VPS29 VPS52 WDR36 WDR4 WDR46 WDR5 WNT10B WT1 XK XRCC6 YBX3 YIF1A YWHAH YY1 ZFP36L1 ZFP36L2 ZFPL1 ZKSCAN5 ZKSCAN8 ZMPSTE24 ZNF12 ZNF134 ZNF136 ZNF142 ZNF146 ZNF174 ZNF225 ZNF234 ZNF271P ZNF274 ZNF304 ZNF35 ZNF410 ZNF451 ZNF544 ZNF593 ZNF7 ZNF85 ZNG1A ZPR1 ZSCAN9 DANG_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_MYC_TARGETS_DN ACP5 ALDH9A1 APP ARPC4 CDKN1B CDKN2B CEBPA CSDE1 DLEU2 DNTT ERBB2 GTF2H2 HMOX1 ID3 ILK ITGB1 LAMC1 LAMP1 MSN MYC NDRG1 PDGFB PTPA PTPN1 RARA SERPINE1 SFXN3 TGFB1 TMEM126A VHL ZFP36L1 DANG_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_MYC_TARGETS_UP AIMP2 AKAP1 APEX1 BAX BCAT1 CAD CBX3 CCKBR CCNB1 CCND2 CCT5 CDC25A CDC25C CDK4 CEBPZ CKS2 CSTB CTSC DBI DDX10 DDX18 DDX5 DKC1 DPY30 E2F1 E2F3 EIF2S1 EIF3C EIF4A1 EIF4B EIF4E EMP1 ENO1 EXOSC8 FASN FOSL1 FXN GAPDH GNL3 H2AZ1 HMGA1 HNRNPA1 HNRNPA2B1 HSP90AA2P HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 ID2 IMPA2 IRF9 LDHA LTA4H MAT2A METTL1 MGST1 MIR155HG MRTO4 MSH2 MTHFD1 MYCT1 NAP1L1 NBN NCL NME1 NME2 NPM1 NRAS NUP155 ODC1 PA2G4 PAX3 PCNA PHB1 PINK1 POLD2 PPAT PPIA PPID PRDX3 PREP PRPS2 PSMB1 PSMG1 PTMA PYCR1 RCC1 RFC2 RIOX2 RPL10 RPL13 RPL19 RPL22 RPL26 RPL27 RPL27A RPL3 RPL32 RPL5 RPL9 RPS13 RPS16 RPS17 RPS19 RPS20 RPS5 RPS6KA2 SHMT1 SLC25A3 SLC39A6 SMN1 SNRPB SNRPD3 SRM SRSF1 SRSF2 SRSF7 SURF6 TERT TFRC TK1 TOP1 TP53 TXN TYMS UBE2C UCHL1 UXT YBX3 DANG_REGULATED_BY_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_REGULATED_BY_MYC_DN A2M ACP5 ACSL1 ADM AKAP12 AKT1 AKT2 ALB ALDH9A1 ANXA4 ANXA6 APP AQP1 ARF4 ARHGAP25 ARHGEF7 ARPC4 ARVCF ATRX B3GALT1 BDNF BRD2 CALD1 CANX CASP1 CASP3 CAST CAV1 CAVIN3 CCN2 CCND1 CCNG2 CCNH CD151 CD3E CD47 CD48 CDH2 CDKN1A CDKN1B CDKN2B CEBPA CFB CHAF1B CHP1 CKAP2L COL1A1 COL1A2 COL3A1 COL5A1 COL6A3 CPD CRYAB CSDE1 CSK CSPG4 CSTB CTBS CTSB CXCL10 CYFIP2 DDB2 DDIT3 DDX5 DGKZ DLEU2 DNTT DUSP1 DUSP6 EDN1 ELAVL4 ERBB2 ERRFI1 F2R F3 FADS2 FAS FBLN5 FCGRT FN1 FOSL2 FOXN3 FSTL1 FTH1 FTL FZD1 GAA GABRG2 GADD45A GADD45G GAS1 GBP2 GCN1 GDI1 GLT8D1 GLYR1 GM2A GOLGA2 GPC1 GPM6B GTF2H2 H3-3B HBEGF HIVEP2 HMOX1 HNRNPH1 HSPB1 ID2 ID3 IER3 IFI35 IFIT1 IGF2R IL1RAP ILK IMPACT INHBA IRAG2 IRF7 ISCU ITGAL ITGB1 ITM2B JPH2 KIF14 KLF4 KLF7 LAMC1 LAMP1 LAMP2 LIMS1 LOX LXN LYZ MAGI2 MAN2B1 MAP3K1 MAPK3 MCC MDM2 MGP MLF2 MSN MT1A MTREX MYC MYL12A MYO1B MYO1C NCAM1 NDRG1 NIBAN1 NMT1 NPC2 NPPB NPRL3 NREP NUCB1 NXN OAS1 OPRPN PAK2 PAM PDGFB PDGFRA PDGFRB PDLIM7 PEA15 PERP PEX19 PHLDB1 PIM1 PLA1A PLAC8 PLAUR PLD1 PLS3 PMAIP1 PMP22 POM121 POSTN PPIE PPP1R15A PPP2R5E PRLR PTPA PTPN1 PTPRN PYCR1 RAB10 RAB2A RABIF RARA RB1 REN ROCK1 RPS12 RPS23 RRM2B RSAD2 SCAMP1 SCPEP1 SDCBP SEPTIN4 SERINC3 SERPINB1 SERPINE1 SFN SFXN3 SLC11A1 SLC2A2 SLC2A5 SLC4A1 SNCA SP3 SPARC SPTAN1 SUCLA2 SUMO1 SYNJ1 TCHH TCN2 TCTA TGFB1 TGFBR2 THBS1 THY1 TIMP2 TMEM126A TMSB4X TPM1 TRIM31 TRIP12 TSPAN7 TSPO UBE2L3 UBE2V1 UGT1A1 UGT1A6 UGT2B15 VAMP3 VARS1 VCAM1 VEGFA VEGFD VHL VLDLR WFS1 YME1L1 ZFP36L1 ZXDB DANG_REGULATED_BY_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DANG_REGULATED_BY_MYC_UP CLPB EFTUD2 FEZ2 HOMER1 RRP9 RUVBL2 SEPHS2 SERPINE1 SFXN1 SHMT1 SLC16A1 SLC20A1 SLC25A3 SLC25A4 SLC2A1 SLC6A1 SLC7A5 SMN1 SNRNP70 SNRPB SNRPD2 SNRPD3 SREBF1 SRM SRPK1 SRSF1 SRSF2 SRSF7 STAT5B SUMO2 SURF6 SYNGR1 TARBP1 TBL3 TCF3 TDP1 TERT TFDP1 TFRC THOP1 THRA TIMM23B TK1 TLE4 TOP1 TP53 TRAF2 TXN TXNL4A TXNRD1 TYMS UAP1 UBE2C UCHL1 UCK2 UCN2 UMPS UNC119 UXT VARS1 VDAC1 VRK1 WDR12 WDR3 YWHAE ZNF239 ZNF330 ZNF532 DARWICHE_PAPILLOMA_PROGRESSION_RISK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_PROGRESSION_RISK ABHD14B ACKR3 ACTL6B AFF3 ATG2A C16orf96 C4orf54 CALCOCO1 CATSPER3 CD2 CD2AP CHCHD5 CLYBL COL20A1 CRKL CXCL16 CYP3A5 DOCK4 DYRK1A EGLN3 FMO5 GGT7 GJB2 GPR37 GSDMC GSTM1 HAND1 HGD IQCF1 KIF6 KPNB1 KRTAP6-3 LAG3 LGALS2 LIM2 MAN2A2 MCM4 MFAP3L MORN5 MUC2 MXI1 NEK4 NR6A1 NUDT12 PLEKHM2 PRKX PRRT1 PSORS1C2 PTX4 R3HCC1L RAMP2 RELN RGS14 RINL SERPINH1 SGTA SIGLEC5 SLC38A10 SMIM33 SOX4 STOM TCHHL1 TEX26 THEM5 TIA1 TMOD1 TNFRSF12A TRAF2 TRBV11-3 TRPC6 TTN UBE2D4 UCK2 XDH XPC ZNF787 ZSCAN2 DARWICHE_PAPILLOMA_RISK_HIGH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_RISK_HIGH_DN ABHD14B ACAD9 ACSBG1 ACTA1 ACTA2 ACTG2 ACTL6B AFF3 AKIRIN2 AKR1C3 AMBRA1 ANKEF1 ANP32A APOD APOE APP ARAP1 ARHGAP4 ARL2 ARMC9 ASNS ATP6V0D1 BAG6 BAIAP2 BCL2A1 BEST1 BHLHE22 BRF1 BRSK2 C11orf58 C14orf119 C16orf90 CA3 CALCOCO1 CALM2 CAPN2 CCL27 CCNI CCT6B CDC42EP2 CDS1 CENPC CFAP144 CHCHD5 CHP1 CHST11 CITED2 CLEC3B COL20A1 COQ8A CP CPA5 CTSV CX3CR1 DCTN1 DENR DGUOK DIP2A DOK4 DYNLT2B EBF2 EIF5A FAM178B FAM186A FAM217A FAM3A FBRSL1 GABARAPL2 GADD45GIP1 GBA1 GID8 GNAO1 GRIP1 GSTZ1 GTF2E2 GTF2I HMBOX1 IFT20 IGHG1 IL17A INAVA IRAK1 ITPR1 KCNU1 KRT2 KRTAP5-2 KRTAP6-3 LGALS2 LGMN LHX3 LMOD2 LRRC58 LTBP4 LYAR LYZ MAN2A2 MAP1LC3A MAP2K5 MAPK8IP3 MED17 MEF2C MEOX2 MRPL19 MSI1 MYCN MYO1A NBN NIT1 NPTXR NUF2 OGFOD2 OTUD1 OVOL2 PABPC4 PACSIN2 PAQR7 PATJ PDP2 PDXDC1 PEPD PEX16 PHF2 PKHD1 PLA2G10 PLAC8 PLET1 POLI POLR1HASP PPP1R27 PTPRJ-AS1 PUS10 PVT1 PYGO2 QPRT RBM12 RNF181 RNF19A RNF26 RPAIN RSPO1 RTN4R RTRAF SAR1A SCN1B SIGLEC5 SLC35B1 SLC39A13 SMIM11 SMU1 SOD1 SOD3 SOX5 SPAG5 SPATA31D1 SPC24 SPP1 SRF SRSF1 STRAP SWAP70 TCP1 TCTE1 TEKTIP1 TEX48 TLCD3B TMEM144 TNP2 TPM3 TRBV4-1 TREM2 TRPC6 TSC22D4 TSSK6 TTC9 TTLL11 TUBA8 TYRO3 UBE4B UCK2 WDR70 YTHDF2 YWHAB ZNF493 ZNF787 ZNF830 DARWICHE_PAPILLOMA_RISK_HIGH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_RISK_HIGH_UP ACAN ACOT9 ARG1 ART5 AXL BATF3 BBLN BID BZW1 CACNA1E CACYBP CALML5 CAMK4 CCDC38 CCT4 CD248 CEACAM7 CHI3L1 CHKA CHPT1 CLVS1 CMPK2 COX19 COX5B CRELD1 CSPP1 CSTA CX3CL1 CXCL16 DNAJC1 DRD5 DYNLL1 EEF1B2 EEF1D ELAPOR1 ELAVL1 EML4 ENAH ENG ENO1 ESD EXT2 FABP4 FAM162A FES FOXL2 FTL GALK1 GCLM GDF5 GKN3P GPR15LG GSK3B GSTA1 H2AZ1 HAMP HBE1 HBS1L HEXA HOMER3 HRC HSPD1 ICAM1 ID1 IDE IFITM3 IL1B IL36A JAG1 KLF13 KLK6 KLK9 KPRP LCE3B LDHA LIF LRIF1 LTB4R LY6E LYPD2 MAP6 MCAM MGAT1 MORN5 MRPS18A MT1A MYC NCAN NCL NEK4 NFE2L2 NHP2 NRSN1 PDCD5 PDS5B PFKL PGAM1 PGK1 PLEKHA4 PMEPA1 PPIC PRG3 PRRC1 PTPRCAP QDPR RAB2B RAB5IF RACGAP1 RASIP1 RHOH RNASE2 RNASE3 RPL39 RPS3A RPS6KA4 RPTN RUBCN RYR1 S100A11 S100A8 S100A9 SAMHD1 SARAF SDR9C7 SELENOT SERPINB4 SFN SFPQ SLPI SMIM8 SNHG3 SNHG9 SPIC SPNS3 SPRR2A SRM SRSF1 SSU72 STX16 SUCLG2 SUN1 TGFA TMEM248 TMEM65 TNFRSF25 TP73 TRAF2 TRMT1 TXN UBE2C UGT2B28 VHL VPS37A WFDC2 DARWICHE_PAPILLOMA_RISK_LOW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_RISK_LOW_DN ABHD14B ACSBG1 ACTA1 ACTA2 ACTG2 AKIRIN2 AMBRA1 ANKEF1 ANP32A APOD APOE ARAP1 ARHGAP4 ARL2 ASNS BAG6 BAIAP2 BATF3 BCL2A1 BEST1 BID BRF1 BRSK2 C11orf58 C14orf119 C16orf90 CALM2 CCL27 CCNI CCT4 CCT6B CD248 CDC42EP2 CDS1 CFAP144 CHCHD5 CHP1 CITED2 CLEC3B CLVS1 COQ8A CP CPA5 CRELD1 CSPP1 CTSV CX3CR1 CXCL16 DCTN1 DENR DGUOK DIP2A DNAJC1 DOK4 EBF2 ELAPOR1 EML4 FAM178B FAM186A FAM217A FAM3A FBRSL1 FOXL2 GADD45GIP1 GID8 GKN3P GNAO1 GRIP1 GSK3B GSTZ1 GTF2E2 GTF2I ICAM1 IFT20 IGHG1 IRAK1 ITPR1 KCNU1 KLF13 KRT2 KRTAP5-2 LGMN LTBP4 LYAR LYZ MAN2A2 MAP1LC3A MAP2K5 MAPK8IP3 MED17 MEF2C MEOX2 MORN5 MRPS18A MSI1 MT1A MYC MYCN MYO1A NBN NCAN NIT1 NPTXR NRSN1 NUF2 OGFOD2 OTUD1 OVOL2 PABPC4 PACSIN2 PAQR7 PATJ PDP2 PEPD PEX16 PHF2 PKHD1 PLA2G10 PLAC8 PLET1 POLI POLR1HASP PPP1R27 PTPRJ-AS1 PUS10 PVT1 PYGO2 QPRT RAB2B RACGAP1 RASIP1 RNF181 RNF19A RNF26 RPAIN RSPO1 RTN4R RTRAF SAMHD1 SLC39A13 SMIM8 SMU1 SOD1 SOD3 SOX5 SPATA31D1 SPP1 SRF SRSF1 STRAP SUN1 SWAP70 TEKTIP1 TEX48 TLCD3B TMEM144 TNP2 TPM3 TRBV4-1 TREM2 TRMT1 TSC22D4 TSSK6 TTC9 TTLL11 TYRO3 UBE4B VHL YTHDF2 ZNF493 ZNF787 ZNF830 DARWICHE_PAPILLOMA_RISK_LOW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_PAPILLOMA_RISK_LOW_UP ACAD9 ACAN ACOT9 ACTL6B AFF3 AKR1C3 APP ARG1 ARMC9 ART5 ATP6V0D1 AXL BBLN BHLHE22 BZW1 CA3 CACNA1E CACYBP CALCOCO1 CALML5 CAMK4 CAPN2 CCDC38 CEACAM7 CENPC CHI3L1 CHKA CHPT1 CHST11 CMPK2 COL20A1 COX19 COX5B CSTA CX3CL1 DRD5 DYNLL1 DYNLT2B EEF1B2 EEF1D EIF5A ELAVL1 ENAH ENG ENO1 ESD EXT2 FABP4 FAM162A FES FTL GABARAPL2 GALK1 GBA1 GCLM GDF5 GPR15LG GSTA1 H2AZ1 HAMP HBE1 HBS1L HEXA HMBOX1 HOMER3 HRC HSPD1 ID1 IDE IFITM3 IL17A IL1B IL36A INAVA JAG1 KLK6 KLK9 KPRP KRTAP6-3 LCE3B LDHA LGALS2 LHX3 LIF LMOD2 LRIF1 LRRC58 LTB4R LY6E LYPD2 MAP6 MCAM MGAT1 MRPL19 NCL NEK4 NFE2L2 NHP2 PDCD5 PDS5B PDXDC1 PFKL PGAM1 PGK1 PLEKHA4 PMEPA1 PPIC PRG3 PRRC1 PTPRCAP QDPR RAB5IF RBM12 RHOH RNASE2 RNASE3 RPL39 RPS3A RPS6KA4 RPTN RUBCN RYR1 S100A11 S100A8 S100A9 SAR1A SARAF SCN1B SDR9C7 SELENOT SERPINB4 SFN SFPQ SIGLEC5 SLC35B1 SLPI SMIM11 SNHG3 SNHG9 SPAG5 SPC24 SPIC SPNS3 SPRR2A SRM SRSF1 SSU72 STX16 SUCLG2 TCP1 TCTE1 TGFA TMEM248 TMEM65 TNFRSF25 TP73 TRAF2 TRBV4-1 TRPC6 TUBA8 TXN UBE2C UCK2 UGT2B28 VPS37A WDR70 WFDC2 YWHAB DARWICHE_SKIN_TUMOR_PROMOTER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_SKIN_TUMOR_PROMOTER_DN ABHD14B ACAD9 ACSBG1 ACTA1 ACTL6B AFF3 AKIRIN2 AKR1C3 AMBRA1 ANKEF1 ANP32A APOE APP ARG1 ARMC9 ASNS BAG6 BCL2A1 BEST1 BHLHE22 BID BRF1 BRSK2 C11orf58 C14orf119 C16orf90 CACYBP CALCOCO1 CALM2 CALML5 CAMK4 CCL27 CCNI CCT6B CDC42EP2 CDS1 CEACAM7 CENPC CFAP144 CHCHD5 CHST11 CLEC3B COL20A1 COQ8A COX19 CP CSPP1 CSTA CX3CR1 DCTN1 DENR DGUOK DIP2A DOK4 EBF2 EEF1D EIF5A ELAPOR1 FAM162A FAM178B FAM186A FAM217A FAM3A FBRSL1 FES GADD45GIP1 GALK1 GCLM GDF5 GID8 GRIP1 GSTA1 GSTZ1 GTF2E2 GTF2I HEXA HMBOX1 HRC HSPD1 IFT20 IGHG1 IL17A IL1B IL36A INAVA ITPR1 JAG1 KCNU1 KLK6 KPRP KRT2 KRTAP5-2 KRTAP6-3 LGALS2 LGMN LMOD2 LRRC58 LYAR MAPK8IP3 MED17 MEF2C MEOX2 MGAT1 MORN5 MRPL19 MSI1 MT1A MYC MYCN MYO1A NBN NEK4 NFE2L2 NIT1 OGFOD2 OTUD1 PABPC4 PACSIN2 PDP2 PDS5B PDXDC1 PEPD PEX16 PHF2 PKHD1 PLA2G10 PMEPA1 POLI PPP1R27 PRRC1 PTPRJ-AS1 PUS10 PVT1 PYGO2 QPRT RACGAP1 RASIP1 RNASE2 RNF19A RNF26 RPAIN RPL39 RPTN RSPO1 RTN4R RTRAF S100A11 SAMHD1 SAR1A SARAF SCN1B SELENOT SERPINB4 SFN SFPQ SIGLEC5 SLC35B1 SLC39A13 SMIM11 SMIM8 SOX5 SPAG5 SPATA31D1 SPC24 SPRR2A SRF SRSF1 STRAP SUCLG2 SWAP70 TCTE1 TEKTIP1 TEX48 TLCD3B TMEM144 TNFRSF25 TPM3 TRBV4-1 TREM2 TRPC6 TSC22D4 TSSK6 TTC9 TUBA8 TXN TYRO3 UBE4B UCK2 VHL WDR70 YTHDF2 ZNF493 ZNF787 ZNF830 DARWICHE_SKIN_TUMOR_PROMOTER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_SKIN_TUMOR_PROMOTER_UP ACAN ACOT9 ACTA2 ACTG2 APOD ARAP1 ARHGAP4 ARL2 ART5 ATP6V0D1 AXL BAIAP2 BATF3 BBLN BZW1 CA3 CACNA1E CAPN2 CCDC38 CCT4 CD248 CEACAM7 CHI3L1 CHKA CHP1 CHPT1 CITED2 CLVS1 CMPK2 COX5B CPA5 CRELD1 CTSV CX3CL1 CXCL16 DNAJC1 DRD5 DYNLL1 DYNLT2B EEF1B2 ELAVL1 EML4 ENAH ENG ENO1 ESD EXT2 FABP4 FOXL2 FTL GABARAPL2 GBA1 GKN3P GNAO1 GPR15LG GSK3B H2AZ1 HAMP HBE1 HBS1L HOMER3 ICAM1 ID1 IDE IFITM3 IRAK1 KLF13 KLK9 LCE3B LDHA LHX3 LIF LRIF1 LTB4R LTBP4 LY6E LYPD2 LYZ MAN2A2 MAP1LC3A MAP2K5 MAP6 MCAM MRPS18A NCAN NCL NHP2 NPTXR NRSN1 NUF2 OVOL2 PAQR7 PATJ PDCD5 PFKL PGAM1 PGK1 PLAC8 PLEKHA4 PLET1 POLR1HASP PPIC PRG3 PTPRCAP QDPR RAB2B RAB5IF RBM12 RHOH RNASE3 RNF181 RPS3A RPS6KA4 RUBCN RYR1 S100A8 S100A9 SDR9C7 SLPI SMU1 SNHG3 SNHG9 SOD1 SOD3 SPIC SPNS3 SPP1 SPRR2A SRM SRSF1 SSU72 STX16 SUN1 TCP1 TGFA TMEM248 TMEM65 TNP2 TP73 TRAF2 TRMT1 TTLL11 UBE2C UGT2B28 VPS37A WFDC2 YWHAB DARWICHE_SQUAMOUS_CELL_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_SQUAMOUS_CELL_CARCINOMA_DN ABHD14B ACAD9 ACSBG1 ACTA1 ACTA2 ACTG2 ACTL6B AFF3 AKIRIN2 AKR1C3 AMBRA1 ANKEF1 ANP32A APOD APOE APP ARHGAP4 ARMC9 ART5 ASNS ATP6V0D1 BAG6 BATF3 BBLN BCL2A1 BHLHE22 BRF1 BRSK2 C11orf58 C14orf119 C16orf90 CA3 CALCOCO1 CALM2 CALML5 CCL27 CCNI CCT6B CDS1 CENPC CFAP144 CHCHD5 CHST11 CLEC3B COL20A1 COQ8A COX19 CP CPA5 CSPP1 CX3CR1 DCTN1 DENR DGUOK DIP2A DOK4 DYNLT2B EBF2 EIF5A EML4 FAM178B FAM186A FAM217A FAM3A FBRSL1 FOXL2 GABARAPL2 GADD45GIP1 GBA1 GID8 GNAO1 GRIP1 GSTZ1 GTF2E2 GTF2I HAMP HMBOX1 HOMER3 IFT20 IGHG1 IL17A IL36A INAVA IRAK1 ITPR1 KCNU1 KPRP KRT2 KRTAP5-2 KRTAP6-3 LGALS2 LGMN LHX3 LMOD2 LRIF1 LRRC58 LTB4R LYAR MAP1LC3A MAP6 MAPK8IP3 MED17 MEF2C MEOX2 MGAT1 MRPL19 MSI1 MYCN MYO1A NBN NIT1 NPTXR NUF2 OGFOD2 OTUD1 OVOL2 PABPC4 PACSIN2 PAQR7 PATJ PDP2 PDXDC1 PEPD PEX16 PHF2 PKHD1 PLA2G10 POLI PPP1R27 PRRC1 PTPRJ-AS1 PUS10 PVT1 PYGO2 QPRT RACGAP1 RBM12 RNASE3 RNF26 RPAIN RPS3A RSPO1 RTN4R RTRAF SAR1A SCN1B SELENOT SERPINB4 SFN SIGLEC5 SLC35B1 SLC39A13 SMIM11 SMU1 SOX5 SPAG5 SPATA31D1 SPC24 SRF SRSF1 SSU72 STRAP SWAP70 TCTE1 TEX48 TLCD3B TMEM144 TNFRSF25 TNP2 TPM3 TRAF2 TRBV4-1 TREM2 TRPC6 TSC22D4 TSSK6 TTC9 TUBA8 TYRO3 UBE4B VPS37A WDR70 YTHDF2 ZNF493 ZNF787 ZNF830 DARWICHE_SQUAMOUS_CELL_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DARWICHE_SQUAMOUS_CELL_CARCINOMA_UP ACAN ACOT9 ARAP1 ARG1 ARL2 AXL BAIAP2 BEST1 BID BZW1 CACNA1E CACYBP CAMK4 CAPN2 CCDC38 CCT4 CD248 CDC42EP2 CEACAM7 CHI3L1 CHKA CHP1 CHPT1 CITED2 CLVS1 CMPK2 COX5B CRELD1 CSTA CTSV CX3CL1 CXCL16 DNAJC1 DRD5 DYNLL1 EEF1B2 EEF1D ELAPOR1 ELAVL1 ENAH ENG ENO1 ESD EXT2 FABP4 FAM162A FES FTL GALK1 GCLM GDF5 GKN3P GPR15LG GSK3B GSTA1 H2AZ1 HBE1 HBS1L HEXA HRC HSPD1 ICAM1 ID1 IDE IFITM3 IL1B JAG1 KLF13 KLK6 KLK9 LCE3B LDHA LIF LTBP4 LY6E LYPD2 LYZ MAN2A2 MAP2K5 MCAM MORN5 MRPS18A MT1A MYC NCAN NCL NEK4 NFE2L2 NHP2 NRSN1 PDCD5 PDS5B PFKL PGAM1 PGK1 PLAC8 PLEKHA4 PLET1 PMEPA1 POLR1HASP PPIC PRG3 PTPRCAP QDPR RAB2B RAB5IF RASIP1 RHOH RNASE2 RNF181 RNF19A RPL39 RPS6KA4 RPTN RUBCN RYR1 S100A11 S100A8 S100A9 SAMHD1 SARAF SDR9C7 SFPQ SLPI SMIM8 SNHG3 SNHG9 SOD1 SOD3 SPIC SPNS3 SPP1 SPRR2A SRM SRSF1 STX16 SUCLG2 SUN1 TCP1 TEKTIP1 TGFA TMEM248 TMEM65 TP73 TRMT1 TTLL11 TXN UBE2C UCK2 UGT2B28 VHL WFDC2 YWHAB DASU_IL6_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DASU_IL6_SIGNALING_DN ASNS PPP1R3C SEPTIN11 SERPINE1 SULF1 TMBIM6 TPM1 DASU_IL6_SIGNALING_SCAR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DASU_IL6_SIGNALING_SCAR_DN ADAM10 CCN1 CCN2 HMOX1 ID3 LOXL2 PDGFRA PPP1R3C PRPS1 PSG6 SERPINE1 SGK1 SULF1 THBS1 TMBIM6 TPM1 DASU_IL6_SIGNALING_SCAR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DASU_IL6_SIGNALING_SCAR_UP ACAP2 ADCY9 AGRN CCNB1 CDC25B CDC42EP4 CIC CLEC3B DNM1 FCHO1 IRS1 LARP1 LTBP1 MAF MGRN1 MME MOXD1 MYO1D NT5E PBX3 PKIG PLEC PPL SREBF1 TMEM158 TNC TNXA TPX2 UBE2S ZFP36 ZFP36L2 DASU_IL6_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DASU_IL6_SIGNALING_UP AGRN ANPEP ATP2B1 CCL2 CD47 CDC25B CEBPB CKS2 COL16A1 COL6A1 CXCL3 CXCL8 DNM1 DNM2 EMILIN1 ENG ENTREP3 FASN FCHO1 GAS6 GEM H2AC18 H2AC6 H2BC21 HLA-F HSPA1A HTRA1 IER3 IFI30 IL6 IRAK1 IRF9 KHSRP LY6E MAFF MAP2K2 MGRN1 MMP1 MMP3 NAGPA NMB PDPN PLA2G4C PLEC PTGES RGL1 SERPINB2 SOD2 SORBS3 SOX4 SREBF1 STMN2 TAPBP TFAP2C TGFB1 TMEM158 TNFAIP6 TRIM16 VEGFB ZFP36 ZFP36L2 DAUER_STAT3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAUER_STAT3_TARGETS_DN AQP3 ATP5MJ BCL2L13 DDX60 DNAJB4 GRB14 HERC5 HERC6 HEXIM1 HPGD HSPA1A HSPA1B HSPA6 ID3 IFI27 IFI35 IFI44 IFIH1 IFIT1 IFIT3 IFITM1 IRF7 ISG15 LAMP3 LAP3 MX1 OAS1 OAS2 OAS3 OASL PARP12 PDK4 PGRMC2 PRPF4B RIGI SAMD9 SP110 ST8SIA4 STAT1 TDRD7 TLR3 TMEM97 TNFSF10 TRANK1 TRIM14 TRIM22 TRIM5 USP18 DAUER_STAT3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAUER_STAT3_TARGETS_UP ABCA1 ADM AGT AKAP12 ATF3 BCL3 BCL6 C3 CCL2 CEBPD CTSB DUSP5 EFNA1 EFNB2 FEM1C FGA FGB FGG FLNB FOSL1 GFPT2 HEG1 ICAM1 IGFBP1 JUN KLF11 LBP LDLR NPC1 PALM2AKAP2 PFKFB3 PLA2G6 PLIN3 PLPP3 SAMD4A SERPINB3 SLC2A14 SLC2A3 SLC4A7 SOCS3 SOD2 STAT2 STAT3 TEAD4 THBS1 TRIB1 UGCG ZFP36 DAVICIONI_MOLECULAR_ARMS_VS_ERMS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_MOLECULAR_ARMS_VS_ERMS_DN ADA ADGRA2 ADGRE5 ADGRL1 AKIP1 AMPD2 APLP2 ARHGEF40 ARL4A ASAP3 BMP1 BMP4 BOP1 BST2 C1orf54 CACNA1G CCDC25 CCND1 CD248 CDC42EP4 CHMP7 CITED1 CNNM4 COL5A2 COLEC12 CPM CRABP2 CREB3L1 CRTAP CSRNP3 CTDSPL CYP26B1 DENND1A DENND2A DLC1 DOK1 DUSP4 DUSP7 EEF1D EFEMP2 EGFR EHD1 EIF4EBP1 EMILIN1 EMP3 EPHB3 EPHB4 ERBB2 ERF EVA1B EXOSC4 EXT1 FABP5 FAM110B FAT4 FBLN1 FBN2 FHIP2B FKBP11 FNDC3B FZD4 FZD7 GALNT2 GAREM1 GAS2 GFUS GLT8D2 GMPPA GPAA1 GPC4 GSTM1 GULP1 HEY1 HIF3A HMGA2 HOXA10 HOXC10 HOXC11 HOXC6 IER2 IGF2BP2 INPP4B ISLR ITM2A ITM2C KAZALD1 KAZN KCTD12 KHNYN LAMA2 LHX6 LINC00963 LPAR1 LTBP4 LY6E MAGEL2 MAPKAPK3 MFAP2 MFAP4 MGAT1 MMP2 MYF5 NAV3 NBN NCOA2 NIBAN1 NNAT NRXN2 NUAK1 NYNRIN OBSL1 OCA2 OLFML1 OLFML3 OPLAH P3H3 P3H4 PARVA PDGFRL PGRMC1 PLAG1 PLBD1 PLK2 PLPP3 PMP22 PRAME PRR16 PSD3 PTGER4 PTH1R PTN PTP4A3 PTPN13 PVALB RAB32 RBMS3 REEP4 RGL1 RGS10 RHBDF1 RHOG RRBP1 SCARA3 SDC1 SEMA3B SERPINH1 SH3BP5 SIGIRR SLC1A3 SLC1A5 SLC39A14 SLC39A4 SLC43A3 SLC52A2 SMCO4 SNCAIP SOBP SORBS3 SOSTDC1 STEAP1 TMEM45A TNFRSF1A TP63 TPBG TRAPPC9 TRIB2 TRIL TRIP10 TRIP6 TRPS1 TSKU TSPAN9 TSSC4 WLS WNT11 ZFHX4 ZFP36L2 ZIC1 ZNF16 DAVICIONI_MOLECULAR_ARMS_VS_ERMS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_MOLECULAR_ARMS_VS_ERMS_UP ABAT ABCG1 ACO1 ACOT7 ACOT9 ACYP1 ADAM10 ADK ADRA2A ADRA2C AGTPBP1 AKT3 AKTIP ALK AMZ2 ANK2 ANKRD17 ANKS1A AP5M1 ARHGAP25 ARHGAP26 ARHGAP6 ARHGEF2 ARHGEF4 ARL17A ARL3 ARPP19 ARRB1 ASCC3 ASRGL1 ASS1 ASTN2 B3GAT1 BBIP1 BCL11A BCL2L13 BLCAP BMERB1 BMP5 BRD3 BRINP1 C14orf132 CAAP1 CAMSAP1 CAPN6 CCNH CCP110 CD47 CDC14B CDC42EP3 CDH3 CDK14 CDK2AP1 CDS2 CDYL CELA2B CEP104 CEP68 CHD7 CHRNB3 CHST8 CLASP2 CLCN3 CLCN5 CLIP1 CNR1 COBL COG2 COL18A1 COQ9 COX7A1 CPD CRIP2 CRMP1 CSRNP2 CTBP2 CUL3 CYB561 DAG1 DAPK1 DCX DDR1 DET1 DHFR DIO2 DIPK1A DISC1 DIXDC1 DLGAP2 DLK2 DNASE1L1 DNMBP DOCK9 DST DTWD1 DZIP3 ECHS1 EDN3 EFHD2 EIF1AX ELMO1 ELOVL2 EMC9 ENDOG ENO3 ERI2 ERP44 EYA2 FAN1 FBXL5 FBXO9 FGFR2 FGFR4 FLVCR2 FOXF1 FOXO1 FRMPD1 FRY FRYL FTO GABPB1-IT1 GADD45A GADD45G GCA GGNBP2 GMIP GNB1 GNE GOSR1 GOT2 GREM1 GYPC HCCS HDAC5 HERC2 HMGN4 HPRT1 HSBP1 HSF2 IFT81 IL4R IQCG ISCA1 JAKMIP2 JARID2 KANK1 KATNIP KCND3 KCNN3 KDM4C KIF1B KLF7 LINC00588 LIPG LMO4 LPAR2 LRRFIP2 LSP1P5 MAGI2 MAMLD1 MAN1C1 MAP1LC3B MAPK6 MARCHF3 MARCHF6 MDC1 MED13L MEGF9 MEOX1 MET MICAL1 MINDY2 MLH3 MMUT MNAT1 MORC4 MREG MSRB1 MTMR4 MXRA7 MYB MYCN MYLIP MYMX MYO18A MYO1E MYOD1 MYOG NCOA1 NELL1 NET1 NF1 NHLH1 NKAIN1 NLGN4X NMRK1 NNT NOTCH1 NPC1 NPEPPS NR0B1 NRCAM NRN1 NRTN NTRK3 NUDT11 OAT OLFML2B OLIG2 PAFAH1B1 PAIP1 PARP1 PAX2 PAX5 PBK PCMT1 PCNT PCSK6 PDZRN3 PEBP1 PEG3 PGBD5 PIAS1 PIGN PIMREG PIPOX PITRM1 PKP4 PLPP1 PLPPR1 PODXL POLG2 POPDC3 POR POU4F1 PPM1H PPP3CA PRKAR2B PRKX PRMT2 PRRC2B PSEN2 PSMB2 PSME1 PTBP2 PTPRD PTPRF QDPR RAB28 RANGRF RAP1GAP2 RAPGEF4 RASSF4 RBM8A RBPJ RGS17 RIPOR2 RNF11 RNF111 RNF38 RNF5 RNGTT ROGDI RRAGA RRAGD RYR3 S1PR1 SAMD4A SATB2 SCAMP1 SEL1L3 SEMA5A SESN1 SGMS1 SGPL1 SH3GLB1 SHOC2 SLC24A3 SLC27A6 SLC30A9 SLC38A1 SLC46A3 SLC9A6 SMARCA5 SMPDL3A SNAI1 SOS2 SPATS2L SPIN2A SPINT2 SRSF4 STC2 STX7 SUN2 SYN2 SYNCRIP SYNE2 TAGLN3 TBC1D9 TBCA TBCD TEFM TEX14 TEX2 TFAP2A TFAP2B TFF3 THUMPD1 TLK2 TMEM120B TMEM131L TMEM260 TMEM47 TNFAIP1 TOM1L1 TOPORS TOX3 TRIM36 TRIM37 TRPV1 TSC22D2 TSPAN3 TSPYL4 TSTD2 TTC19 TULP4 TXNIP UBR2 USP12 VIPR2 WARS1 WASHC3 WSCD1 WWOX ZBTB18 ZCCHC14 ZNF248 ZNF330 ZNF43 ZNF91 DAVICIONI_PAX_FOXO1_SIGNATURE_IN_ARMS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_PAX_FOXO1_SIGNATURE_IN_ARMS_DN ATP2A1 CCL2 DUSP4 GAS2 IGFBP3 MOXD1 MSTN MYL11 NAP1L1 NEFM OLFML3 PKIA PLK2 RGS2 SPRY4 TCF4 TNNC2 TRIB2 TRIL ZFP36L2 DAVICIONI_PAX_FOXO1_SIGNATURE_IN_ARMS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_PAX_FOXO1_SIGNATURE_IN_ARMS_UP ABAT ACKR3 ADAM10 ALK ANK2 ARL4C ARRB1 ASS1 BMP5 CD9 COL18A1 DCX FGFR4 FMR1 GADD45A GPM6B HDAC5 IL4R INPP1 IRS2 JAKMIP2 KCNN3 KCNS3 LSP1P5 MAP1LC3B MARCHF3 MEG3 MET MN1 MORC4 MYCN MYO18A MYOD1 NEBL NELL1 NMRK1 NRCAM PAX5 PBK PON2 POU4F1 PPP1R14B PRKAR2B PRKCA PSEN2 RASL10A SGK1 SKP2 SPATS2L SULF1 TBC1D9 TCF7L2 TMEFF1 TMEM47 TMX4 TNFAIP3 TNS3 TRAM2 VWA5A WSB2 DAVICIONI_RHABDOMYOSARCOMA_PAX_FOXO1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_RHABDOMYOSARCOMA_PAX_FOXO1_FUSION_DN ATP2B4 COL11A1 FGF9 GLRX IGFBP3 MOXD1 MSTN MYL11 OLFML3 PDP1 PLK2 SOX11 TCF4 ZFP36L2 DAVICIONI_RHABDOMYOSARCOMA_PAX_FOXO1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_RHABDOMYOSARCOMA_PAX_FOXO1_FUSION_UP ABAT ACAT2 ACKR3 ADAM10 ALK ANK1 ANK2 AQP3 ARRB1 ASS1 BMP5 CARHSP1 CD9 CXCR4 CYRIA DCX DIPK1A EPB41L4B EYA1 FAM3C FGFR4 FGGY GADD45A GAREM1 GATM GPM6B HDAC5 ITPKB JAKMIP2 JUN MEG3 MET MMD MN1 MORC4 MYCN MYO18A MYOD1 NEBL NELL1 NMRK1 NR2F2 NRCAM NTAN1 NUP93 OSTF1 PDGFD PELI1 POU4F1 PPP1R14B PRKAR2B RWDD3 SKP2 STATH TBC1D9 TCF7L2 THEMIS2 TMEFF1 TMEM47 TMX4 TNFAIP3 VAV3 VWA5A ZNF395 DAVICIONI_TARGETS_OF_PAX_FOXO1_FUSIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_TARGETS_OF_PAX_FOXO1_FUSIONS_DN ACTC1 ADORA1 ARHGAP15 ARHGEF6 ATP2A1 ATP2B4 BBX C3orf52 CCL2 CCL4 COBL COL11A1 DDIT4 DUSP4 EDN3 EDNRA EXPH5 FGF9 FKBP10 GAS2 GLRX GREM2 IGFBP3 ITPR1 KCNH2 KCTD12 KLHL41 LARP1 LRP5 LRRN3 MAP3K9 MICAL2 MOXD1 MSTN MYL1 MYL11 MYOG NAP1L1 NEB NEFM OLFML3 PDE4D PDP1 PKIA PLCB4 PLK2 PPFIA4 PPP1R3D RADX REEP1 RGS2 RUBCNL SOX11 SPARCL1 SPOCK2 SPRY4 SRSF6 TBC1D8 TCF4 TNIK TNNC2 TRIB2 TRIL TTN WDR7 ZFP36L2 DAVICIONI_TARGETS_OF_PAX_FOXO1_FUSIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVICIONI_TARGETS_OF_PAX_FOXO1_FUSIONS_UP AACS ABAT ABI1 ACAT2 ACKR3 ADAM10 ADAM19 ADAMTS1 ADAMTS5 ADD1 AKAP12 ALK ANK1 ANK2 AP2S1 APOBEC3B AQP3 ARF5 ARHGAP29 ARID5B ARL4C ARRB1 ASS1 AUTS2 BCHE BMP4 BMP5 CADM1 CAMK2N1 CAP1 CARD10 CARHSP1 CAV1 CAV2 CCN1 CCND2 CD44 CD58 CD9 CDH4 CHST11 CIB1 CLMN COL14A1 COL18A1 COL5A1 COL6A2 CREG1 CREM CSNK1E CSRP1 CTSA CTSC CTSV CUL3 CXCR4 CYBRD1 CYRIA DCX DDA1 DDAH1 DENND2A DICER1 DIPK1A DKK1 DKK2 DPY19L1 DTX4 DUSP1 E2F5 ECM1 ELK3 EMP1 EPB41L4B EPHA3 ERG28 EYA1 FABP5 FAM3C FBN2 FGFR4 FGGY FMR1 FOXO1 FST FXYD5 FZD1 GAD1 GADD45A GALNT10 GAREM1 GAS1 GATA2 GATM GPC3 GPM6B GRK3 GSDME HDAC5 HEBP1 HEG1 HES1 HMGCR HOXA11 HPCAL1 ID2 ID3 IGFBP6 IL27RA IL4R INHBA INPP1 IRS2 ITM2B ITPKB JAK1 JAKMIP2 JUN KCNN3 KCNS3 KLF4 KRT18 LDOC1 LEPROT LOXL2 LRPAP1 LRRC17 LSP1P5 LTBP1 M6PR MAFF MAGEL2 MAP1LC3B MAP3K5 MAP4K4 MARCHF3 MED27 MEG3 MET MGAT5 MMD MME MMP16 MN1 MORC4 MSL3 MSN MSX2 MYCN MYH9 MYO18A MYOD1 MYOF NCOA4 NDRG1 NEBL NELL1 NFASC NID1 NMRK1 NNMT NR2F2 NR3C1 NRCAM NRP2 NTAN1 NUP93 OSTF1 OTULINL P3H2 PALM2AKAP2 PAX5 PBK PCCA PCDH17 PCDH7 PCSK5 PDGFC PDGFD PEA15 PELI1 PGF PHACTR2 PLAT PLAU PLSCR1 PLXNC1 PON2 POU4F1 PPP1R14B PRKAR2B PRKCA PRRX1 PSEN2 PSMD8 PTGS1 PTPRE PTPRU PXDN RAB32 RAP1B RASL10A RHOB RHOBTB1 RWDD3 S100A10 S100A13 SATB1 SC5D SCN3A SCN3B SDC2 SDC4 SEPTIN6 SERPINE2 SERTAD2 SF3B5 SGK1 SH3BP5 SKP2 SMAD1 SNAI2 SOCS2 SPATS2L SPDL1 ST3GAL5 ST6GALNAC5 STATH STK32B SULF1 SUPT3H TBC1D9 TCF7L1 TCF7L2 TGFB1I1 TGIF1 THBS1 THEMIS2 TIMP1 TMEFF1 TMEM47 TMX4 TNFAIP3 TNS3 TPBG TPM4 TRAM2 TSPAN8 TXNDC15 UGP2 VAV3 VEGFC VSTM4 VWA5A WBP1L WSB2 YPEL5 ZNF395 DAVIES_MULTIPLE_MYELOMA_VS_MGUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVIES_MULTIPLE_MYELOMA_VS_MGUS_DN ACTN1 ARHGAP1 CAP1 CD27 CDK14 CTSG DEFA3 DOK1 FCER1G GLUL LASP1 LITAF LY96 MARCKS MERTK MYH9 NPC2 PPBP RNASE6 S100A8 SAT1 SLC7A7 TLR1 TMSB4X VCL VNN2 DAVIES_MULTIPLE_MYELOMA_VS_MGUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAVIES_MULTIPLE_MYELOMA_VS_MGUS_UP COL11A2 FAT1 FRZB H2BC12 ITGA8 MFNG MTA2 PDE6G PITX3 RPS6KA4 RRAGD SGCE UBE2G2 DAWSON_METHYLATED_IN_LYMPHOMA_TCL1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAWSON_METHYLATED_IN_LYMPHOMA_TCL1 ADGRL2 AJAP1 ARHGEF26 AUTS2 BHLHE22 CADPS2 CCSER1 CDKN2A CLEC16A CLVS2 CYRIB EGR2 EPHA7 ESR1 EVX2 FAM184A FIGN FOXC1 FOXD3 FOXG1 GAS1 GOLGA5 HMGN1 HOXA2 HOXD13 ID4 IRX3 ISM1 KLHL29 MACROD2 MDGA2 MEDAG MTCL3 NCAM1 NRSN1 OPRD1 OSBPL6 PCDH10 PKP4 PLCB4 PRR16 PTPRD RNF180 RUNX1T1 SAMD5 SLC24A3 SOX1 SOX17 SOX3 SPRY2 STK39 TBX18 TMEM229A TMEM30B TNFAIP2 TNS3 TSHZ3 ZDHHC5 ZIC3 DAZARD_RESPONSE_TO_UV_NHEK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_RESPONSE_TO_UV_NHEK_DN ABL1 ADCY9 ADGRL2 ADNP ADORA2B ADRB2 ADSL AFF1 AGO2 AHDC1 AHR AJAP1 AKAP9 AKR1C3 APPBP2 ARHGEF7 ARID3A ARID5B ASXL1 ATF2 ATP13A3 ATP2B1 ATRX AURKA AUTS2 BACH1 BAZ1A BAZ1B BAZ2B BBX BCAR3 BCL7A BICRAL BIRC2 BPTF BRD8 BTBD3 BUB1B CASP8 CBFA2T2 CBLB CCDC93 CCNB1 CCNB2 CCNE1 CDKN1B CDYL CEBPD CENPA CENPC CENPF CEP170 CEP350 CERS6 CHD1 CHD9 CLASP1 CNOT2 CNOT4 CPEB3 CREB3L2 CREBBP CTBP2 CTCF CUL1 CYTH1 DDIT4 DIDO1 DIO1 DKK1 DMTF1 DOCK4 DOCK9 DOP1A DST DTX2 DUSP7 DYRK1A DYRK2 E2F3 E2F5 EDRF1 EFNB2 ELF1 ELF2 ENOSF1 ERBB3 EXPH5 FAT1 FAT2 FEM1B FERMT2 FGFR2 FLG FNBP1L FNDC3A FOXJ3 FOXO1 FOXO3 FRYL FYN GAPVD1 GCLC GJB3 GNE GSE1 HEG1 HELZ HIVEP2 HMGA2 HMGXB4 ICE1 ID1 IFI44L IGF2BP3 INSIG1 INSIG2 IRS1 JARID2 KANK1 KAT6A KAT6B KBTBD2 KDM5A KEAP1 KIAA0232 KIF11 KIF14 KIF23 KIF2A KLF7 KLF9 KLHL9 LARP7 LPCAT1 LPCAT4 LPP LSM14A MAML1 MAP3K5 MARCHF6 MAST4 MBD2 MDC1 MECP2 MED13L MEGF9 MEIS1 METTL18 MICAL2 MICB MKI67 MLH3 MN1 MNT MORC3 MPHOSPH10 MTCL1 MTIF2 MTM1 MTMR6 MTUS1 MYC N4BP1 NAA20 NAV3 NCK1 NCOA3 NEMP1 NFE2L2 NFKB1 NFYA NPAS2 NPAT NPIPB5 NR2F2 NRIP1 NUP153 ORC2 OTUD4 PAFAH1B1 PALM2AKAP2 PCF11 PER2 PHC2 PHF3 PHIP PHLPP1 PIK3C3 PIK3R4 PIKFYVE PIP4K2B PLK4 PMS1 PNISR POGZ POLD3 POLE2 PPIP5K2 PPP1R12A PPP1R3C PPRC1 PRKCD PRSS12 PSD3 PTK2 PTPN3 PUDP PUM1 PUM2 QKI RABGAP1L RAPGEF2 RAPGEF5 RBPJ RCHY1 REV3L RIF1 RNF13 RRP1B RRS1 RSBN1 SACS SART3 SATB1 SCAF11 SERTAD2 SH2B3 SHOC2 SKAP2 SLBP SLC25A36 SLC25A44 SLC7A1 SLC9A6 SMAD3 SMAD5 SMAD7 SMC4 SMC5 SP3 SPEN SPOP SSBP2 STRN SUCO TAF11 TAF5L TENT4A TIPARP TLE4 TLK1 TLK2 TMCC1 TMEM131L TNFAIP8 TOGARAM1 TOP2A TP63 TRIM13 TTC9 TUBGCP3 TUT4 UBE2G1 UBL3 UBR5 USP1 USP24 USP6 USP6NL VEGFC VLDLR VPS13A VPS13B WAPL WDFY3 WDHD1 WDR37 WDR82 WEE1 WWC1 XPA XPO1 ZBED4 ZBTB24 ZC3H4 ZCCHC14 ZFC3H1 ZHX2 ZMIZ1 ZMYND8 ZNF146 ZNF148 ZNF217 ZNF264 ZNF318 ZNF44 ZNF451 ZNF638 ZZZ3 DAZARD_RESPONSE_TO_UV_NHEK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_RESPONSE_TO_UV_NHEK_UP ACO2 ADM ANXA2 ANXA2P3 APC2 API5 APOE APRT ARHGDIA ATF3 ATF4 ATP5ME BAMBI BBLN BCL2 BCL2L11 BRD2 BTG1 C2orf27A CAPNS1 CCDC85B CCK CCL20 CCN1 CCN2 CCNA1 CCNT2 CDH16 CDK16 CDKN1C CEACAM1 CHRNB1 CHRNB4 CITED2 CLDN4 CLTB COL11A1 COL19A1 COX17 COX7A2 COX7C CRADD CRYBA4 CSRP1 CST6 CTCF CXCL1 CXCL2 CXCL3 CXCL8 CXCR3 CYBA CYP11B1 CYP2J2 DLX2 DUSP1 DYNLL1 ECHS1 EIF1B EIF3G ERCC1 ERCC2 ERGIC3 FOS FOXC1 GAD2 GADD45A GADD45B GAST GATC GCHFR GEM GFUS GPAA1 GPI GPS2 GUK1 H1-10 H2AC13 H2AC16 H2AC18 H2AC20 H2AC7 H2AC8 H2AX H2BC6 H2BC7 HBEGF HCRT HEXIM1 HLA-F HMGCS2 HRAS HSP90AB1 HSPA2 HTR4 ID2 IER2 IER3 IGFBP6 IL1RL1 IL6 INSL4 ITPR1 JUN JUNB JUND KLK13 KNG1 KRT34 KYNU LAMA2 LY6E MAOB MMP10 MNAT1 MT1G MVP MYF6 MYL6 NCBP2 NDUFA1 NDUFC1 NEFM NEU1 NKX2-1 NOL7 NR1D1 NR4A2 NREP NUCB1 OAS2 ODC1 PAX8 PCK2 PDLIM5 PFN1 PGK1 PHLDA1 PHLDA2 PIK3R3 PKM PLXNA3 PMAIP1 PMS2P1 POP7 PPBP PPIF PPP1R15A PPP2R1A PRAMEF1 PRDM1 PRSS3 PSMD8 PTGS2 QPCT RACK1 RALY RANBP1 RAP1A RCAN2 RNU1-11P RPL30 RPL31 RPL34 RPL36A RPL37 RPL37A RPL38 RPS17 RPS2 RPS21 RPS23 RPS27 RPSA RRP7A S100A9 SCG5 SEC61G SFI1 SGK1 SLURP1 SNHG3 SNRPE SOX15 SPINK1 SPTBN1 STAT6 STK17B STXBP2 SULT2B1 SURF1 TACSTD2 TAGLN TAGLN3 TCN1 TFE3 TGFB1 TGM3 TIMM44 TK1 TM4SF1 TNFAIP3 TOB1 TOM1 TRIB1 TRIM15 TSC22D1 TUBB2A TUBB3 TUBB4A TUBB4B TXN TXNL4A TYMP UBE2M UBE2S UQCRB XBP1 YKT6 ZFP36 ZNF330 ZNF623 DAZARD_RESPONSE_TO_UV_SCC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_RESPONSE_TO_UV_SCC_DN ADNP ADORA2B ADSL AGO2 AMD1 ANKRD46 ARHGEF7 ARL4C ASAP2 ATP13A3 AURKA BAG5 BAIAP2 BAZ2B BLCAP BRD1 BRD8 CASP8 CCN1 CDYL CENPA CHD1 CHD8 CNOT2 CNOT4 COIL CRKL CSTF1 CTCF DDIT4 DDX3Y DUSP4 DYRK1A E2F2 E2F3 ERF EXT1 FADD FOXF2 FOXJ3 FOXO3 FZD2 GATA3 HEG1 HMGA2 HMGCR ID1 IL4R IST1 JARID2 KAT6A KBTBD2 KDM2A KIF2A KIFC1 KLF7 MARK3 MAST4 MCL1 MFAP1 MORC3 MPHOSPH10 MT2A MTF2 MYC N4BP1 NAV3 NEDD4L NGDN NOP16 NUP153 PATZ1 PCDHGB7 PGRMC2 PHC2 PHF3 PMM2 POGZ PUM1 PXDC1 RAP1GAP2 RAPGEF2 RBPJ RPP38 RRS1 RYBP SACS SCHIP1 SEPTIN8 SHOC2 SIAH1 SIAH2 SLC25A44 SLK SOX4 SPOP TENT4A TGIF1 THBD TIPARP TLK1 TLK2 TNFAIP3 TNFAIP8 TNFRSF1A TP63 TRAF4 TRAM2 TUSC2 USP32P2 WEE1 WSB1 YTHDF3 ZMYND8 ZNF146 DAZARD_RESPONSE_TO_UV_SCC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_RESPONSE_TO_UV_SCC_UP ACKR2 ADK AGL AIMP1 ALDH7A1 ANAPC15 ANXA2 ANXA3 AP1S2 AP4S1 ARHGDIB ATF3 ATP5F1A ATP6AP2 B2M CCL20 CCNC CDK1 CDKN1C CITED2 COPB1 CORT CSF2 CTCF CXCL1 CXCL2 CXCL3 CXCL8 DSG2 DYNC2LI1 DYNLT3 EIF2S3 FOS GADD45A GLUD2 H2BC12 HEXIM1 HPRT1 HSD17B8 HSP90AB1 ID2 IGFBP7 IL13RA1 IL1B IL6 ITM2B JUND KYAT3 KYNU LAMP2 MAP2K1 ME2 MIR22HG MYCBP NAP1L1 NEK4 PAPOLA PDIA6 PFDN6 PGK1 PLSCR1 PMAIP1 PRDX3 PRKAR1A PSMD8 PTGES3 PTGS2 RAD51C RALB RBBP4 RCN2 RECQL RFC5 RIDA RRM2 RTN4 SCARB2 SCFD1 SDHD SEPTIN10 SH3BGRL SKP1 SLC11A1 SLC25A46 SNX3 SRI SRSF1 SRSF10 SSBP1 SSR1 TACSTD2 TAF2 TAGLN3 TM2D1 TMED7 TNF TOB1 TPGS2 TSC22D3 TWF1 UBE2D3 UBE2E1 UPK1B UQCRC2 YWHAZ DAZARD_UV_RESPONSE_CLUSTER_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G1 ANXA2 ANXA2P3 ATP5ME C2orf27A CHRNB1 CHRNB4 COL11A1 COX17 COX7A2 COX7C CRYBA4 CST6 CXCR3 DYNLL1 ERCC2 GPAA1 GUK1 HEXIM1 HMGCS2 HSP90AB1 HTR4 IL6 MVP MYF6 MYL6 NCBP2 NDUFA1 NDUFC1 NOL7 NR4A2 NREP OAS2 PDLIM5 PGK1 PKM PLXNA3 PPBP RANBP1 RNU1-11P RPL30 RPL31 RPL34 RPL36A RPL37 RPL37A RPL38 RPS17 RPS21 RPS23 RPS27 SEC61G SNRPE SPTBN1 STAT6 STK17B TK1 TSC22D1 TUBB2A TXN UQCRB ZNF330 ZNF623 DAZARD_UV_RESPONSE_CLUSTER_G2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G2 ATF3 ATF4 BAMBI CCL20 CCN2 CITED2 CLDN4 CSRP1 CXCL2 CXCL3 CXCL8 GADD45A GFUS H2AC13 H2AC20 H2AC8 HLA-F IER3 INSL4 JUNB JUND LY6E NEFM PHLDA2 PMAIP1 PSMD8 SGK1 TACSTD2 TOB1 UBE2S DAZARD_UV_RESPONSE_CLUSTER_G24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G24 BAMBI BCL6 CLDN4 ECM1 FLG H2AC18 H2AC20 H2AC8 HBP1 IFI27 IL18 IL1RL1 JUND NEFM PDLIM4 PI3 PRB2 PRSS3 S100A9 SULT2B1 TM4SF1 TSC22D1 TUBB2A ZFP36 DAZARD_UV_RESPONSE_CLUSTER_G28 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G28 ANXA2 ATF3 CCDC85B CCL20 CCN2 CITED2 CXCL2 CXCL3 CXCL8 GADD45A GADD45B H1-10 H2AC13 IER3 INSL4 MT1G PHLDA2 PMAIP1 PTGS2 TACSTD2 DAZARD_UV_RESPONSE_CLUSTER_G3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G3 ADM BRD2 CCNA1 CCNT2 CLTB ERCC1 GAST LAMA2 NR1D1 PPP1R15A PRDM1 S100A9 SPINK1 TNFAIP3 DAZARD_UV_RESPONSE_CLUSTER_G4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G4 APRT ARHGDIA CAPNS1 CDKN1C DUSP1 GADD45B H1-10 H2AC18 KRT34 MMP10 PFN1 PPP2R1A PRSS3 SOX15 SULT2B1 TUBB3 TUBB4A TUBB4B XBP1 ZFP36 DAZARD_UV_RESPONSE_CLUSTER_G5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G5 ACO2 EIF3G GPI H2AX H2BC7 NUCB1 RACK1 RALY RPS2 SLURP1 TOM1 TYMP DAZARD_UV_RESPONSE_CLUSTER_G6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DAZARD_UV_RESPONSE_CLUSTER_G6 ABL1 ADCY9 ADGRL2 ADSL AGO2 AJAP1 APPBP2 ARHGEF7 ATF2 ATP13A3 ATP2B1 AUTS2 BAZ1A BBX BCL7A BIRC2 BUB1B CASP8 CCNB1 CCNB2 CDYL CEBPD CENPA CENPC CHD9 CLASP1 CNOT2 CNOT4 CREB3L2 CTBP2 CUL1 DIO1 DOCK4 DOCK9 DOP1A E2F5 EDRF1 EXPH5 FAT1 FAT2 FERMT2 FGFR2 FNBP1L FNDC3A FOXO1 FOXO3 FRYL FYN GNE HMGA2 IGF2BP3 INSIG2 IRS1 JARID2 KAT6A KAT6B KIF11 KIF14 KIF23 KIF2A KLF7 KLHL9 LARP7 LPCAT1 LSM14A MAP3K5 MARCHF6 MAST4 MBD2 MECP2 MEGF9 MEIS1 MICAL2 MICB MKI67 MLH3 MN1 MTCL1 MTUS1 NAA20 NAV3 NFKB1 NPAS2 ORC2 OTUD4 PAFAH1B1 PALM2AKAP2 PHF3 PHIP PHLPP1 PIK3C3 PIKFYVE PIP4K2B PMS1 POLD3 POLE2 PPP1R12A PTK2 PUDP QKI RABGAP1L RBPJ REV3L RNF13 RRP1B RRS1 SHOC2 SLBP SLC25A36 SLC7A1 SLC9A6 SMAD3 SMC4 SMC5 SP3 SPOP SSBP2 STRN SUCO TLE4 TLK1 TLK2 TOGARAM1 TOP2A TP63 TUBGCP3 TUT4 UBL3 UBR5 USP24 USP6 VEGFC VLDLR VPS13B WAPL WWC1 XPA XPO1 ZHX2 ZMIZ1 ZMYND8 ZNF146 ZNF451 ZNF638 ZZZ3 DEBIASI_APOPTOSIS_BY_REOVIRUS_INFECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEBIASI_APOPTOSIS_BY_REOVIRUS_INFECTION_DN ABCA2 ABCB6 ABCB9 ABCC10 ABHD14A ABR ADAM17 ADCY3 ADCY9 ADD2 AGRN AHNAK ALDH1B1 AMOT AP1G2 AQR ARHGAP29 ARHGAP35 ARHGAP4 ARHGEF10 ARHGEF17 ATG2A ATP2A2 ATP7B ATR ATXN1 B4GAT1 BAG1 BCL11A BDH1 BLTP2 BRCA1 C10orf95-AS1 C1orf216 C4B CAD CAPN1 CBR1 CCNE1 CD9 CDK9 CELSR2 CHD4 CILK1 CLEC16A CLSTN1 COL2A1 COL4A2 COL4A6 CSPG5 CTDSP2 CTNS DAG1 DBN1 DDB2 DEPP1 DHCR24 DHCR7 DHX9 DICER1 DIO1 DNAL4 DOP1B EDRF1 ENO2 ENPP2 EP300 EP400 EPHB2 EPHB4 ERBB2 ERCC5 ESYT1 FADS1 FADS2 FAM114A1 FANCA FBN2 FDXR FGFR3 FIG4 FLNA FLNC FSCN1 FTSJ1 FUCA1 FZD2 GALK1 GAMT GGA2 GGCX GLB1 GLB1L2 GLDC GM2A GNAI2 GNS GPC1 GPLD1 GRHPR GTF2I GYS1 H2AZ2 HEXIM1 HIRA HNRNPDL HOXB5 HSPA12A HYOU1 IDH1 IFT27 IGF2R IGFBP5 IGSF3 IMPA2 INSIG1 INTS1 IPO13 ITGA6 ITGA7 ITGB5 ITPKB ITPR1 ITPR3 ITSN1 JCAD KANK1 KDELR2 KDM5C KHK LAMA5 LAMB2 LASP1 LIG1 LPCAT1 LRP4 LRP5 MAGED1 MAP2K3 MAP4 MAPKAPK3 MAPRE2 MARCHF2 MAT2A MBTPS1 MEN1 METTL13 MGAT5 MICA MKI67 MLEC MSH6 MYC MYO10 MYO9B MYOM2 NAGA NCDN NDUFAF1 NHERF1 NISCH NOMO1 NOTCH3 NPRL2 NPTX1 NUP210 NUP98 OBSL1 OCEL1 OGDH P3H3 PARP4 PCDH7 PCYT2 PDE8A PDIA4 PEX1 PFAS PI4KB PIM2 PITPNA PLCG2 PLEC PLTP PLXNB2 PMPCA PNPLA6 PODXL POLA2 POLG POLR2A POR PPARD PPP2R5B PRAME PREP PRKCD PRMT2 PRPSAP1 PSEN2 PSME3 PTK7 PTPRF RAD54L RBBP6 RBM14 REEP2 RGS16 RIMS3 RNFT2 RPL3 RRBP1 SARM1 SBF1 SCAF11 SCO2 SEC14L1 SEC16A SELENBP1 SEPTIN9 SERPINE2 SFRP1 SHMT1 SKIC2 SLC1A5 SLC27A2 SLC29A1 SLC37A4 SLC38A10 SLC5A6 SLC6A8 SLC7A5 SLITRK5 SORL1 SPTBN2 SQLE SRGAP2 ST3GAL1 STC1 STEAP2-AS1 STK11 STK25 SULT1A2 SUOX SV2A SYNM TBC1D2B TBC1D9B TBCD TCF25 TCF3 TCF7 TFRC THRA TMEM63A TMT1A TNFAIP2 TRAPPC12 TRIM16 TRIM27 TSPOAP1 TUBB4A TXNIP TYK2 UBAP2L UBR2 UFD1 ULK1 ULK4P3 UNC50 VCAN WFS1 XPC ZBED1 ZCCHC24 ZFC3H1 DEBIASI_APOPTOSIS_BY_REOVIRUS_INFECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEBIASI_APOPTOSIS_BY_REOVIRUS_INFECTION_UP ABI2 ABRAXAS2 ACSM3 ADM AGFG1 AK2 AKAP10 ANAPC10 ANXA1 ARHGAP5 ARPP19 ATF1 ATF3 ATF6 ATXN3 BACH1 BAZ2B BCL10 BCL2L2 BCL6 BET1 BHLHE40 BLZF1 BNIP1 BRAP BRCA1 BST2 BTG3 BUB3 CAP2 CAPZA2 CASP3 CCDC6 CCL5 CCN1 CCN2 CCNE2 CCP110 CD2AP CD55 CDC27 CDK17 CEBPB CEBPG CELF1 CEP43 CETN3 CHEK1 CLK1 CLK3 COPS2 COX6A1 CPEB3 CREB5 CREBZF CREM CRK CXCL1 CXCL10 CXCL11 CXCL2 CXCL8 DCTN6 DHRS2 DHX9 DNAJB6 DNAJB9 DNAJC2 DTNA DUSP1 DUSP3 DUSP8 DYRK1A E2F6 EGR3 EIF2B5 EIF4E EYA4 FAF2 FBXO28 FGF2 FGF9 FHL2 FOXJ3 FXR1 GABARAPL1 GADD45A GBP1 GEM GEMIN2 GINS1 GNA13 GNAI1 GNAQ GPN1 GTF2H2 GULP1 H1-0 H2AC13 H2AC18 H2AC20 H2BC10 H2BC11 H2BC6 H2BC7 HOXA5 HOXD4 HRK HSPA1L ID4 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT3 IFIT5 IFITM1 IFITM3 IFNB1 IFRD1 INSM1 IREB2 IRF7 IRF9 ISG15 ISG20 ITCH JUN KAT5 KIN KLF6 KPNA5 KRR1 LINC00222 LSM5 LSM6 MAK16 MAP2K4 MAP3K1 MAP4K5 MBTPS2 MCL1 MED13L MED21 MID1 MKLN1 MOB4 MX2 N4BP1 NECAP1 NEK7 NF1 NFKBIA NHLH2 NLE1 NMI NR1D2 NR4A2 NRAS NRIP1 NUFIP1P1 NUP58 NUP98 OAS1 OAS2 OASL OGFR OLIG2 OSER1 OTUD3 OTUD4 PANK3 PAWR PCK1 PDCL PDE4D PEX13 PFDN4 PGAM1 PIR PITPNB PLK4 PLSCR1 PMAIP1 PML PNO1 POLR1F POLR2M POLR3F PPAT PPM1A PPP1R15A PPP3CB PRKAA1 PRPF4B PSMB9 PTPN2 RAB11FIP2 RAB21 RAB3GAP1 RAB5A RAD1 RAD51AP1 RBM15B RBMS1P1 RCAN1 RCHY1 RLF RND3 RNMT RPE RRAS2 RRS1 RSRC2 RWDD3 RYBP SAMHD1 SECISBP2L SHOC2 SHOX2 SIKE1 SLC25A16 SLC2A3 SLC3A2 SMAD5 SMIM8 SMNDC1 SNAPC1 SNRK SOCS6 SP1 SP100 SPATA2 SPRY1 SREBF1 STAT1 STK17B STRN3 STX3 SYF2 TAC1 TADA2A TAF1A TAF1C TAF5 TAP1 TBC1D9 TBPL1 TDRD7 TGDS THAP12 THUMPD1 TIAL1 TIMM17A TIPARP TLK1 TM2D1 TMCC1 TNFAIP3 TRIM21 TRIM22 TRPC1 UBA3 UBE2D1 UBE2H UBE2L6 UBE2V2 UGCG USP9X WASHC4 WASL WEE1 WTAP YAP1 YTHDC1 ZBTB18 ZBTB20 ZBTB6 ZC3HAV1 ZEB2 ZFP36 ZFX ZNF184 ZNF189 ZNF217 ZNF239 ZNF24 ZNF254 ZNF264 ZNF292 ZNF330 ZNF44 ZNF516 ZNF518A ZNF529 ZNF623 ZWINT ZZZ3 DEBOSSCHER_NFKB_TARGETS_REPRESSED_BY_GLUCOCORTICOIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEBOSSCHER_NFKB_TARGETS_REPRESSED_BY_GLUCOCORTICOIDS CCL11 CCL13 CCL5 CSF2 CXCL8 EDN1 IL11 IL12A IL13 IL18 IL2 IL3 IL4 IL5 IL6 IL9 KAT5 KITLG NOS2 TNF VCAM1 DELACROIX_RARG_BOUND_MEF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELACROIX_RARG_BOUND_MEF ABCB8 ACADM ADD3 ADO AEBP1 AGPAT1 AHCTF1 ALDH3A1 ALKBH7 ALS2CL AMPD2 ANKRD24 ANXA1 ANXA9 AOC2 AOX1 AP2A2 AQP5 ARHGEF19 ARSA ATP11A ATXN2 AVPI1 BAALC BCL2L11 BHLHE40 BLNK BSG BTN1A1 C1QTNF1 CA12 CACNB1 CALR CALU CAPN5 CAPNS1 CARD10 CAVIN4 CCDC124 CCN2 CCND1 CCP110 CDKN2D CEBPB CEP95 CERS2 CFL2 CHKA CHMP1A CKB CLCF1 CLEC9A CLNK CLPP CNIH4 CNTD1 COA3 COL1A1 COQ10B CP CPA1 CPSF4 CRABP2 CSDC2 CTBP2 CTNS CTSB CTSD CTTN CYB5RL CYP2D6 DBNDD1 DDIT3 DDX24 DDX5 DEDD DENND2B DGAT1 DHRS3 DMP1 DMPK DMWD DNAJC17 DNM1 DOK4 DPH5 DPP9 DPYSL3 DST DUSP1 DUSP14 DUSP4 DUSP6 ECHDC3 EFCAB2 EFNA1 EMP1 EPHB2 EPS8L2 EREG ESD EVX2 F11R FAIM2 FAM107B FAM20A FBLN2 FCHO2 FGF18 FGFR2 FIGN FN1 FSCN1 FSTL1 FTH1 FTL FUBP1 FURIN G6PD GABARAPL1 GAS2 GAS8 GDE1 GDF15 GDPD5 GJB4 GJB5 GLIS2 GPR146 GPRC5A GRIK5 GSR H1-10 H1-2 H2BC5 HGFAC HHATL HIF1AN HMGA1 HOOK2 HOXA10 HOXA13 HOXD12 HOXD13 HPDL IDH3B IDO2 IFFO2 IFI27 IFRD1 IL1RN IL34 INF2 INMT INPPL1 IRF2BPL ITGBL1 ITIH2 JRK JUNB KIF5B KITLG KLHL24 LAMC1 LCTL LIPE LNX2 LOXL1 LOXL2 LRP1 LSP1 LTBP1 LTBP3 MAP2K5 MAPK13 MAST2 MATN3 MBD6 MBNL1 ME3 MED9 METRN MIDN MLLT6 MMAA MMP2 MPV17L2 MRGPRF MRPL34 MRPL37 MSLN NBL1 NCK2 NDFIP1 NDUFA4 NDUFB10 NDUFB8 NDUFS8 NEK2 NID1 NID2 NR1D1 NRN1 NRP1 NUDT6 NUPR1 NVL OGN OLFML2A OMP OSBPL2 OSBPL3 OSR1 OTUD5 OXNAD1 PALMD PARK7 PARP3 PCNX4 PCOLCE PDGFD PDLIM2 PDLIM4 PDLIM7 PEX2 PGPEP1 PHYHD1 PICK1 PIDD1 PIGT PIK3R2 PITPNC1 PITPNM2 PITX1 PKM PKN1 PLA2G6 PLAGL2 PLCD3 PLEKHB1 PLSCR1 PMM2 POLR3H PPL PPM1L PRSS22 PRSS30P PRSS8 PRX PSCA PSMD12 PTPRS PTTG1IP PYURF RAB30 RAMP2 RARB RARG RB1CC1 RCBTB2 RESF1 REX1BD RFX1 RHOBTB2 RHOBTB3 RHOC RHOD RHOF RHOQ RILP RILPL2 RIN2 RLIM RND3 RNF139 RNF5 ROCK2 RPL10A RPL13A RPL19 RPL3L RRAS RRP1 RUFY1 S100A3 S100A4 S100A8 SAT1 SCAF1 SERINC5 SGK1 SH3BP1 SHC1 SHPK SIRT6 SKIL SLC25A24 SLC25A28 SLC25A4 SLC25A51 SLC35D1 SLC39A13 SLURP1 SMAD6 SNRNP35 SNTB2 SPART SPATA33 SPSB2 SPTBN1 SQSTM1 SRC SSTR4 ST3GAL3 STK11 STUB1 SULF1 SUN2 SYNE3 SYT8 TAGLN2 TCIRG1 TCP11L2 TCTN1 TGFB3 TGIF2 THRSP TIMP3 TIRAP TM4SF1 TMEM127 TMEM179 TNFRSF11B TNFRSF12A TNFRSF9 TNFSF13 TNRC18 TNS2 TOP2B TPM2 TPST2 TRAF3IP2 TRIM16 TRMT61A TSPAN9 TUBB6 TYK2 UBC UBE2C UBXN8 UCK1 USP44 USP6NL USPL1 VEGFA WNK4 WNT1 WNT10B WWTR1 YAP1 ZBP1 ZNF319 ZNF438 ZNF474 ZNF574 ZNRF2 DELACROIX_RAR_BOUND_ES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELACROIX_RAR_BOUND_ES AANAT ABCB8 ACKR3 ACP6 ACTN4 ADGRA2 ADGRE5 ADGRG5 AEBP2 AGPAT1 AGPAT3 AGTPBP1 AGTRAP AIPL1 AKAP1 ALKBH7 ALPL AMACR AMT ANKRD28 ANP32A AP5S1 APOBEC2 AQP3 ARF4 ARG1 AS3MT ATF3 ATG14 ATG4D ATP11B ATP2A2 ATP5F1E ATXN2 B3GNT7 BABAM2 BARHL1 BCAT2 BCKDHA BCL3 BHLHE40 BMP4 BMT2 BRSK1 BRWD1 C1QA C1orf210 C1orf54 C22orf15 C9orf152 C9orf153 CA4 CALR CAMK1 CAMK1D CAPNS1 CCDC102A CCN2 CCND1 CCP110 CD37 CDH1 CDX1 CEBPA CELSR3 CENPM CFAP161 CFAP20DC CFAP91 CFL2 CIDEA CIMIP2C CLN8 CLPB CNOT9 COBL COG6 COL4A1 COPS6 COX17 CPSF4L CRELD1 CRIPTO CRYZL2P CSF2RA CSN3 CST3 CTSD CTSZ CXCR3 CYB5RL CYSTM1 DACT2 DAG1 DCAF4 DDIT3 DEDD DENND10 DENND2C DENND2D DHRS3 DISC1 DLEU7 DNAJB6 DNAJC22 DPH3 DPPA5 DUSP1 DUSP4 DUSP9 DYRK3 EBF4 ECT2 EFNA1 EIF3L EMC10 ENAH ENPP4 ERAS EVA1A EVA1B FAM120C FAM171B FAM25A FAM32A FAM91A1 FARSA FBXO15 FEM1B FGF1 FGF4 FGF8 FHIP2A FIGNL1 FN1 FOLR1 FOXA1 FOXP4 FRAT1 FUBP3 FXN G0S2 G6PC2 GABBR1 GADD45G GASK1B GBX2 GCA GCH1 GDE1 GDF3 GFOD1 GHDC GIPC2 GJA1 GLI1 GLRA2 GMNN GNL3L GPA33 GPATCH3 GPC4 GPRC5A GRHL3 GRTP1 GSE1 GSPT2 GSR GTF2H1 GTPBP4 H1-2 HADH HBEGF HIVEP3 HLF HMBS HNRNPAB HOXA4 HOXA5 HOXB1 HOXB13 HOXB4 HROB HS3ST3B1 HSD17B14 HSPB8 HYAL1 IDH3B IER2 IFITM1 IFITM2 IGFBP2 IL3RA ING1 INHA INPPL1 INSYN1 INTS3 IQGAP3 ITGA5 ITPK1 ITPR1 JAM2 JUNB KANK3 KAT7 KCNC1 KDM6B KIAA1755 KIT KLF2 KLHDC7A KRCC1 KRT79 KSR1 LACTB2 LDHB LEFTY1 LEFTY2 LGI2 LIM2 LIN28A LIPE LRRC2 LRRC61 LRRC75A LSR MACO1 MAFA MASP2 MBD3 MBD6 MBP MCL1 MDK MDM2 MED21 MEGF11 MEIS2 METTL27 MGAT3 MIEF1 MIS18BP1 MME MOBP MOK MREG MRPL37 MRPL51 MSH6 MSI2 MSLN MTG2 MTHFD1 MTSS1 MUC1 MYBL2 MYCN MYL11 NACC2 NANOS3 NBL1 NCOR1 NDUFA4L2 NEK2 NFIB NHLH2 NODAL NOTCH4 NR0B1 NR6A1 NTNG2 NUDT4 OAS2 OTUD5 OTUD7B OXNAD1 PAK5 PARVB PBX2 PCGF1 PCGF2 PDCL3 PDGFRB PDK1 PDLIM1 PDPN PEF1 PGPEP1 PHC1 PICK1 PIDD1 PIGL PIK3IP1 PIM3 PIMREG PLA2G10 PLCB3 PLEKHB1 PLK3 PLXDC1 POLR1A PORCN POU2F3 POU5F1 PPDPF PPP1R10 PPP1R14B PPP1R15B PPP5C PRAG1 PRMT8 PTCH1 PTH1R PTPN6 PTPRF PURB PYROXD1 RAB10 RAB20 RAB8A RAI1 RARB RASAL3 RASL10B RB1CC1 RBKS RBM14 RBM41 RBP1 RBPMS REEP3 RESF1 RHBDD2 RHD RHOF RHOQ RIF1 RIN2 RITA1 RMND5B RNF125 RNF5 RPS15A RPS8 RREB1 RTBDN RXRB S1PR2 SALL2 SBNO2 SDHA SDHD SDK1 SEPSECS SERPINF2 SET SH3BP1 SHISA5 SIGIRR SKIL SLAMF8 SLC12A7 SLC15A1 SLC25A51 SLC28A1 SLC35D1 SLC35F2 SLC39A14 SLC4A9 SLC7A15P SLC9A8 SLX1A SMAP2 SMARCD1 SMYD1 SNAP25 SNTB2 SOCS3 SPATA33 SPC25 SPEN SPINT4 SPIRE2 SPP1 SPRED1 SPRED2 SPRY2 SRC SRP14 SRSF6 ST3GAL3 ST6GALNAC6 STAT4 STEAP3 STK11 STK35 STMN2 STRA8 SULF2 TAFA4 TCF19 TCF7L2 TCL1A TCP11 TCTN1 TEX21P THNSL2 TLE5 TLX2 TM7SF3 TMEFF1 TMEM127 TMEM135 TMEM253 TMEM60 TMEM63C TMPRSS6 TOP2B TP53 TRH TRIM16 TRIM17 TRIM28 TRIM7 TSPAN9 TVP23B TWF2 TXLNG TYROBP UBAP1 UBE2O UBXN2A UBXN8 UCK1 UPP1 UQCRC1 UTF1 VARS1 VAT1 VWA8 WDR91 WEE1 WFDC2 WIZ WNT1 WRAP53 WSB2 YWHAG ZC3H3 ZEB2 ZFP57 ZFP64 ZFYVE28 ZIC2 ZIC5 ZMIZ1 ZNF219 ZNF280B ZNF438 ZNF710 ZNF76 ZNF770 ZRSR2 ZSWIM1 DELACROIX_RAR_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELACROIX_RAR_TARGETS_DN AQP5 CCND1 CKB CLNK CTBP2 ECHDC3 EMP1 FGFR2 FIGN FSTL1 FUBP1 GAS2 GJB5 H1-2 KITLG LSP1 MRGPRF NRP1 OGN PALMD PLSCR1 SNTB2 TIMP3 TPM2 UBE2C ZNF469 DELACROIX_RAR_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELACROIX_RAR_TARGETS_UP AOX1 ATP11A BHLHE40 BLNK CA12 CAPN5 CCN2 CEBPB CHKA CP CRABP2 DHRS3 DMP1 DUSP1 DUSP6 ESD EVX2 FGF18 GSR HMGA1 HOXD12 INMT JUNB LIPE MAST2 MLLT6 MMP2 MRPL34 MSLN NID1 NUPR1 PGPEP1 PLEKHB1 PRSS22 PRSS8 RARB RESF1 SAT1 SKIL STK11 TCIRG1 TGFB3 TM4SF1 TNFRSF11B TNFRSF12A TYK2 ZBP1 DELASERNA_MYOD_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELASERNA_MYOD_TARGETS_DN ACTL6B ADGRA2 ARL14EP ATP6V0C BAIAP2 BASP1 CAPN6 CCDC24 CD34 CD47 CENPM COL11A1 CXCL12 CYB5A DDIT3 DDX28 DPYSL2 EMILIN2 ERBIN FNBP4 FZD1 GAPT GBP2 HMGB3 IFITM1 ITPR2 KLF6 MGST1 MMP2 MPP7 PDE4B PLP2 POLE2 POSTN PRDX4 PTEN RAB24 RBPMS S1PR3 SDC2 SERPINB9 SLC5A3 SLIT2 STARD4 STXBP5 SYNPO TCF7L1 TGFBI THBD TPR TTYH3 TUT4 VASN ZC3H11A ZMYND8 ZNF777 DELASERNA_MYOD_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELASERNA_MYOD_TARGETS_UP ACTA1 AGO2 AGPAT5 AKT2 ANKS1B ANXA11 ATOSB ATP1A1 ATP2A1 BCL6 BIN1 CACNA2D1 CCND3 CD82 CDKN1A CELF1 CFL2 CHRNA1 CHRNB1 CHRNG CKM CLUH CPEB3 CPSF6 DBN1 DCAKD DMPK DYSF ENO3 FAM241A FCER1G FZD3 GADD45G GPC1 GYS1 HDAC11 HES6 HIP1 HMGCS2 HRC HS2ST1 HSPB8 IGF2 IGFBP5 KIF5C KIFC3 KLF5 KLHDC10 KLHL5 LGALS4 LMNB2 LRP4 MYBPH MYH3 MYL1 MYL11 MYL4 MYOD1 MYOG NAV2 PACS2 PBXIP1 PDLIM3 PLEKHO1 PPFIA4 PRKAR2B PRND PRSS23 PSMC3 RB1 RHOB RUNX1 SCRIB SH2B1 SLF2 STAM STK17B SVBP TFRC TMCC3 TNNC2 TNNI2 TNNT2 TNNT3 VASH2 VKORC1 DELASERNA_TARGETS_OF_MYOD_AND_SMARCA4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELASERNA_TARGETS_OF_MYOD_AND_SMARCA4 ACTA1 BIN1 IGFBP5 MYH3 MYL11 MYL4 MYOG TNNC2 TNNI2 TNNT2 TNNT3 DELLA_RESPONSE_TO_TSA_AND_BUTYRATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELLA_RESPONSE_TO_TSA_AND_BUTYRATE CDC20 CDK10 CDKN1A CXCR4 DDR1 EPHB3 GADD45A GATA2 GSTT1 HSPA1A HSPB1 ICAM1 MAPRE1 NET1 NR4A1 POR PRDX1 PRKCD RHOA RNH1 TOB1 DELPUECH_FOXO3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELPUECH_FOXO3_TARGETS_DN AARS1 APEX1 AREG AURKA CDC42EP3 CEBPG CENPF DTYMK EFNB2 EPB41L4A-AS1 EXOSC8 FOXM1 GADD45A H1-0 HAX1 IARS1 IMPDH2 KIF22 LARS1 MB MKI67 MTHFD2 NEK2 NUPR1 NUSAP1 PCK2 PFN2 PITX2 PRC1 PYCR1 SHMT2 SLC1A4 SLC7A1 SMC4 SNHG32 TIAL1 UBE2C VEGFA XPOT ZWINT DELPUECH_FOXO3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELPUECH_FOXO3_TARGETS_UP ABCC5 AKR1C2 BCL6 C11orf58 CAV1 CCN1 CCNG2 CD55 CD59 CD9 CDC14A CDC42EP2 CLDN4 CLU CORO1A CTSB DAPK1 DUSP5 DUSP6 EDN1 EMP1 ERBB3 GM2A GNB5 GRB7 GSN GTF2I HPGD HSPA1L IGF1R IGFBP6 KIAA0040 KIF3C KLF5 KLK10 KRT6B LGR5 MAP3K5 MARCKSL1 MAX MVP MXD1 MXI1 NEDD4L PDZK1IP1 PHLDA2 PIK3CA PIK3IP1 PLAUR PLCG2 RERE S100P SAT1 SEMA3C SERPINB8 SLC31A2 SMPDL3A SPAG1 TGFA TIMP2 TNFAIP8 TNFRSF21 TST UBE2H WDR45 DELYS_THYROID_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELYS_THYROID_CANCER_DN ACKR3 ACSF2 ADD3 ADH1A ADH1B AKAP12 AKR1C1 ALDH1A1 ALDH1A2 ALDH1B1 ALDH2 ALDH4A1 ALDH6A1 ALDH7A1 AOC3 AOX1 APOD ARHGEF28 ARL4A ASGR1 ASPH BCL2 BMP2 CA4 CASQ2 CCL14 CCL21 CCN1 CD36 CDC42EP2 CDH16 CHRDL1 CITED2 CLCNKA CLCNKB CLDN5 CLMN COL9A3 COPZ2 CPNE3 CPQ CRABP1 CRYAB CSRP2 CTH CXCL12 CYBRD1 DCN DIO1 DIO2 DLG2 DNAJB4 DNASE1L3 DPP6 DPT EDN3 EGR1 EGR2 ELMO1 EMCN EML1 ENPP1 EPB41L3 EPB41L4B EPHA3 ESRRG EYA2 FAAH FABP5 FAXDC2 FBLN1 FBLN5 FCGBP FEZ1 FGF13 FGFR2 FGL2 FHL1 FLRT2 FMO1 FMO2 FMOD FOLR1 FOS FOSB FOXJ1 FXYD1 FXYD6 GAS1 GCAT GDF10 GFRA2 GHR GLDC GNA14 GNAI1 GNG11 GPC3 GPER1 GRB14 GSTM3 HBA1 HBB HBG2 HGD HHEX HLF HSD17B3 HSPA12A ID3 ID4 IER2 IFT25 IGF2 IPCEF1 IQGAP2 IRS1 ITIH5 ITM2A ITPR1 JUN KCNAB1 KCNK2 KIT LAMA2 LDB2 LIFR LIMK2 LIPG LMO2 LPAR1 LRP1B LRP2 LTF MAGED4 MATN2 MDM1 MEIS2 MEOX2 MGP MPPED2 MT1E MT1F MT1G MT1H MT1L MT1X MTMR4 MYCN MYOC NCAM1 NDRG4 NEB NPR1 NRN1 NUCB2 NUP62CL OGN P2RY14 PAX8 PCLO PDE10A PHYH PLA2G7 PLA2R1 PLCH1 PLN PRKACB PRKCQ PRKX PRKY PROM1 PRPSAP1 PTN RAP1GAP RASSF9 RELN RERGL RGS16 RGS17 ROR2 RPS6KA5 RYR2 SALL2 SDC2 SEMA3D SETBP1 SFRP1 SGCD SH3BGR SH3BP5 SLC14A1 SLC16A2 SLC1A1 SLC25A15 SLC26A4 SLC38A1 SLC4A4 SNTA1 SORBS2 SORD SPTBN1 SRPX SSPOP STARD13 SYNDIG1 SYNE1 SYNM TAL1 TBC1D4 TEK TFPI TGFBR3 TLE1 TLE4 TNFAIP8 TNFRSF11B TNFSF10 TNXB TOB1 TPO TRAPPC6A TSC22D3 TSPAN7 TSPOAP1 UCHL5 WASF3 WFS1 WWOX ZDHHC11 ZFP36L2 ZFPM2 ZNF302 DELYS_THYROID_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DELYS_THYROID_CANCER_UP ABCC3 ABCC6 ABR ACAA2 ACOT7 ACTN4 ACY1 ADAM12 ADGRE5 ADK ADM ADORA1 ADORA3 AGR2 AGRN AHNAK2 ALDH1A3 ALDH3B1 ALOX15B ALOX5 ALOX5AP ANXA1 ANXA2 ANXA2P1 ANXA8 APLNR APLP2 APOC1 APOC2 APOE AREG ARHGAP19 ARHGDIB ARMCX6 ATIC ATP10B ATP11A ATP1B3 ATP6V1B2 B3GAT1 BBLN BCAT1 BCL2A1 BCL9 BHLHE40 BICD1 BID BIRC7 BMAL1 BMERB1 C1QA C1QB C1orf115 C2 C3 C3AR1 C4A CA11 CAMK2A CAPG CBLN1 CCL13 CCL17 CCL18 CCND1 CCND2 CCR1 CD151 CD1A CD44 CD55 CD58 CDH2 CDH3 CDKN1A CEACAM6 CFB CFI CHI3L1 CHI3L2 CHIT1 CHST2 CITED1 CKLF CKS2 CLDN1 CLDN10 CLDN7 CLDN9 COL10A1 COL11A1 COL13A1 COL1A1 COL3A1 COL5A2 COL8A1 COMP CORO1C CPA3 CPD CRABP2 CRLF1 CRYBG1 CSF1R CST6 CTSA CTSB CTSC CTSD CTSH CTSS CTTN CX3CR1 CXCL2 CXCL8 CYBA CYFIP2 CYP1B1 DAPK2 DDB2 DHCR7 DHRS3 DMD DOCK9 DPP4 DPYD DPYSL3 DSC2 DSP DTX4 DUSP4 DUSP5 DUSP6 ECE1 ECM1 ELF3 ELF4 EMILIN2 EMP3 ENC1 ENDOD1 ENTPD1 EPHA2 EPHA4 EPHB3 EPS8 ERBB3 EREG ETHE1 ETV1 ETV5 EVPL FAP FAS FCGR2A FGF1 FJX1 FLII FLVCR2 FMO5 FN1 FSTL3 FXYD5 FYN G0S2 GABBR2 GABRG3 GALE GALNT12 GBP2 GDF15 GFUS GGCT GJA4 GJB3 GLRB GPRC5B GPX1 GRB7 H2AC18 H2AX HAS2 HEY2 HIP1 HMGA2 HMOX1 HP HPN ICAM1 ICAM4 IER3 IFI30 IGF2BP2 IGFBP3 IGFBP6 IGSF1 IGSF3 IGSF6 IL10RA IL13RA1 IL1RAP IL1RN INHBA INHBB ITGA2 ITGA3 ITGA9 ITGB5 ITGB7 ITPR3 KCNK1 KCNK5 KCNN4 KCNQ3 KDELR3 KLHDC8A KLHL2 KLK10 KLK6 KRT13 KRT14 KRT15 KRT17 KRT19 KRT6A LAMB3 LAMC2 LCN2 LGALS1 LGALS3 LIF LOXL2 LPL LRP4 LSR LST1 LY6E LYN MALL MAP2 MAP3K5 MAP3K6 MAP4K1 MAP4K4 MAPK13 MAPKAPK3 MARCO MBOAT2 MDK ME3 MED13 MEGF9 MET MFAP2 MFGE8 MGRN1 MLLT11 MMP1 MMP11 MMP7 MNDA MPV17 MPZL2 MRC1 MRC2 MS4A6A MSMO1 MSR1 MST1R MTUS1 MUC1 MVP MXRA8 MYEF2 MYH10 MYO1D MYO6 NAB2 NCDN NCF2 NCKAP1L NELL2 NFE2L3 NINJ1 NMB NMU NPC2 NPTX2 NR1D1 NRCAM NRIP1 NRP2 NT5E ODC1 OPCML P4HA2 PAPSS1 PASK PBX3 PC PCDH7 PCSK2 PDE5A PDLIM1 PDLIM4 PDZK1IP1 PHLDA2 PKM PLAAT3 PLAG1 PLAU PLCD1 PLD3 PLIN2 PLK3 PLPP2 PLXNB1 PLXNB2 PLXNC1 PLXND1 PMAIP1 PNP PON2 PPL PPP4C PRAF2 PRDM1 PROS1 PRSS2 PRSS23 PRSS3 PSD3 PTK7 PTP4A3 PTPRE PTPRF PTPRG PTPRU PXDN QPCT QSOX1 RAB27A RAD23B RAMP1 RASAL2 RBBP8 RCN2 RDH5 RGS3 RHOBTB3 RNASE6 ROR1 RPS6KA2 RRAS RREB1 RUNX1 RXRG RYR1 S100A1 S100A10 S100A11 S100A13 S100A2 S100A4 S100A5 S100B SAMD4A SCEL SCG5 SCN1B SDC1 SDC4 SEL1L3 SEMA3F SERPINA1 SFN SFTPB SH2D1A SH3GL1 SLC16A4 SLC17A9 SLC1A5 SLC22A18 SLC26A3 SLC6A1 SLC6A14 SLC7A5 SLIT1 SLPI SNX1 SOX4 SPINT1 SPOCK1 SPOCK2 SPP1 ST14 ST3GAL5 STAC STAM STAT1 STMN2 STX3 SV2A SYNGR2 TACSTD2 TAX1BP3 TDO2 TGFA TGM2 THBS1 THBS2 TIAM1 TIMP1 TIPARP TK1 TLR2 TM7SF3 TMC6 TMEM87A TMSB10 TNC TNFAIP6 TNFRSF10B TNFRSF10C TNFRSF1A TNFRSF21 TNFSF13 TNFSF15 TP53I3 TPSB2 TREM1 TREM2 TRIM14 TRIM22 TRIM29 TRPC5 TSPO TUSC3 UBE2A UCP2 UPP1 VAMP8 VCAN WARS1 YAF2 DEMAGALHAES_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEMAGALHAES_AGING_DN ACSS2 ATP5MC3 CA4 CALB1 COL1A1 COL3A1 COL4A5 CX3CL1 DIABLO FABP3 GHITM NDUFB11 NREP TFRC UQCRFS1 UQCRQ DEMAGALHAES_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEMAGALHAES_AGING_UP ADIPOR2 ANXA3 ANXA5 APOD B2M C1QA C1QB C1QC C3 C4A CLIC4 CLU CTSS DCLK1 DERL1 EFCAB14 EFEMP1 FCGR2A FCGR2B GBP2 GFAP GNS GPNMB GSTA1 H1-2 HBA1 HCST HLA-G IL33 JCHAIN LAPTM5 LGALS3 LITAF LYZ MGST1 MPEG1 MSN MT1F NDRG1 NPC2 PCSK6 PSMD11 PTGES3 RASA3 RNF213 S100A4 S100A6 SERPING1 SGK1 SPP1 TMED10 TXNIP VAT1 VWF DEN_INTERACT_WITH_LCA5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEN_INTERACT_WITH_LCA5 C1QBP CSNK2A1 CSNK2A2 CSNK2B DYNLL1 DYNLL2 ELOA HSPA1A HSPA1B HSPA1L HSPA5 HSPA8 HSPA9 LCA5 NAP1L1 NCL NPM1 RANBP9 SET USP9X YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ DER_IFN_ALPHA_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_ALPHA_RESPONSE_DN COX17 EIF3E FBXW4P1 FEZ1 LARP4B PLPP3 DER_IFN_ALPHA_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_ALPHA_RESPONSE_UP ADAR ATP6V0B B2M BAG1 BBC3 BST2 BTG1 C1S CASP8 CD164 COL16A1 CSRP3 CYCS DDX17 EIF2B1 EPS15 FAS GBP1 GMPR HLA-A HLA-C HLA-E IFI16 IFI30 IFI35 IFI44 IFI6 IFIT1 IFIT3 IFITM1 IL6 IRF1 IRF2 IRF9 ISG15 LIPA MAP3K10 MX1 MX2 NMI OAS1 OAS2 OASL PDXK PLOD2 PLSCR1 PMAIP1 PML POLR2B PPP3CA PSMB10 PSMB8 PSMB9 PSME1 RBBP4 RHOC SDCBP SEM1 SKP1 SMAD4 SP110 SRP9 SRSF2 SSBP1 STAT1 TAP1 TEAD4 TRIM14 TRIM21 TRIM22 TRIM26 VEGFC XRCC6 ZFP36L2 DER_IFN_BETA_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_BETA_RESPONSE_DN ARHGAP4 CHRNB2 IGF2 PLPP3 SGSH SLC30A3 TBCE TRAF6 DER_IFN_BETA_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_BETA_RESPONSE_UP ADAM9 ADAR AP3M2 ARID3A ATP6V0B B2M BAG1 BCLAF1 BST2 BTG1 C1S CALD1 CASP8 CD164 CEBPD CSRP3 CTR9 CYCS DDX1 DDX17 DDX21 DNAJC2 EIF2AK2 EIF2B1 EIF3A ELF1 ELK4 EPRS1 EPS15 ETS2 FOSL1 FUBP1 GBP1 GMFB HADH HADHB HIF1A HLA-A HLA-C HLA-E IFI16 IFI30 IFI35 IFI44 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IL6 IQGAP1 IRF1 IRF2 IRF9 ISG15 ITGA2 LIPA MAP1B MAP3K10 MX1 MX2 NAP1L1 NMI OAS1 OAS2 OASL PARP1 PARP4 PDXK PLAUR PLOD2 PLSCR1 PMAIP1 PML POLR2B PPP3CA PPP5C PSMB10 PSMB8 PSMB9 PSME1 PTPN11 RBBP4 RBMX RHOC SEM1 SKP1 SMAD4 SP110 SRP9 SRSF2 SSBP1 STAT1 TAP1 TEAD1 TRAPPC10 TRIM14 TRIM21 TRIM22 TRIM26 XRCC6 ZFP36L2 DER_IFN_GAMMA_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_GAMMA_RESPONSE_DN COX17 EIF3E FBXW4P1 FEZ1 IDI1 INPP5A LARP4B PKD1 PTX3 SNRPB2 TRAF6 DER_IFN_GAMMA_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DER_IFN_GAMMA_RESPONSE_UP ADAR ATP6V0B B2M BAG1 BAK1 BBC3 BST2 BTG1 C1S CASP8 CEBPD COL16A1 CSRP3 CYCS EIF2B1 ELK4 EPS15 FAS FOSL1 GBP1 HADH HADHB HLA-A HLA-C HLA-E ICAM1 IFI16 IFI30 IFI35 IFIT2 IFIT3 IFITM1 IL15RA IL6 IRF1 IRF9 ISG15 MAP3K10 NAP1L1 NMI PARP1 PLOD2 PLSCR1 PMAIP1 PML PPP3CA PPP5C PRAME PSMB10 PSMB8 PSMB9 PSME1 RBBP4 RHOC SDCBP SEM1 SF3A1 SKP1 SP110 SRP9 SRSF2 SSBP1 STAT1 TAP1 TEAD4 TRIM21 TRIM26 VAT1 VEGFC XRCC6 ZFP36L2 DESERT_EXTRACELLULAR_MATRIX_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESERT_EXTRACELLULAR_MATRIX_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP ACSL4 ANK3 CCL19 CPE DCN DHRS7 F2RL1 FBN1 FMO1 GLS HSPA5 LUM MUC13 NECTIN2 PLXNC1 PPIC SCCPDH SRPX SSUH2 THY1 VNN1 WWC1 DESERT_PERIPORTAL_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESERT_PERIPORTAL_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP ABAT ABCA6 ABCA8 ABCB4 ACACB ACADL ACSL1 ACSM1 ACSM3 ADH1A ADRA1A AFM AGXT AKR1D1 AKR7A3 ALDH2 ALDH8A1 ALDOB ANO1 ANPEP ANXA10 APOA1 APOF ARG1 ASPA ASS1 ATRN AZGP1 BDH2 BHMT C1R C6 C7 C8A C8B C9 CBS CD14 CDA CLDN15 CPEB3 CPS1 CRHBP CRY1 CSTA CTH CYFIP2 CYP2B7P CYP2C18 CYP2C8 CYP2C9 CYP2J2 CYP3A43 CYP4A11 CYP4F2 CYP7A1 DHRS1 DNASE1L3 DPYS ECHDC2 ECM1 EHHADH EPHX2 ERO1B ESR1 ETFDH ETNPPL F9 FAH FAM149A FBP1 FETUB FOLH1B FTCD FXYD1 G6PC1 GADD45A GBA3 GCDH GCH1 GHR GLS2 GLYAT GNB5 GNE GNMT GPD1 GPN3 GPR37 GPR88 GRAMD1C GSTA1 GSTZ1 GYS2 HAL HAMP HAO1 HAO2 HMGB3 HPX HRG IGF1 IGFALS ITIH4 KCNN2 KDM8 KLKB1 KMO LCAT LGALS4 LPA LRRC20 LRRC31 MAN1C1 MASP2 MFAP3L MLLT11 MNS1 NAT2 NDRG2 NR1I2 NR1I3 OGDHL OTC PBLD PCK1 PCK2 PEMT PLG PON1 PPP2R1B PRPS1 PXMP4 RDH16 RGN RIDA RPF1 SAA4 SCGN SDS SLC10A1 SLC1A1 SLC22A1 SLC22A7 SLC27A5 SLC37A4 SLC46A3 SLCO1B1 SOCS2 SORL1 SPP2 SRD5A2 TAT TCF7L1 TDO2 TENM1 UPB1 VIPR1 ZGPAT DESERT_PERIVENOUS_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESERT_PERIVENOUS_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP AASS ABCC6 ABLIM1 ACAA1 ACADSB ACSM5 ADH6 AIMP1 ALDH1L1 ANKRA2 AOX1 AP2B1 AP3S1 APCS APOC4 AQP9 ARHGAP12 ASAP2 ATOX1 BCAP31 BPNT2 CADM1 CAP2 CD36 CDK5 CERS2 CGREF1 CHKA CILK1 CPN2 CTNNAL1 CTR9 CUL1 CYB5B CYP1A1 CYP1A2 CYP2E1 CYP3A4 DCXR DNAJC12 DSP DUT EFR3A EIF2B4 EIF2D FAT1 FMO3 GABARAPL1 GGH GLUL GNAI1 GNPAT GREB1 GRHPR GTF2IRD1 HEXA HGD HPD HPR HS1BP3 HSD11B1 IARS2 KATNB1 KIZ KLHL21 LAMA3 LCN2 LECT2 LEF1 LGALS8 LGR5 MAT1A MCUR1 METTL25B MID1 MRPL24 MRPS18B MRPS27 MRPS33 MTHFD1 MTIF2 MTMR11 MTR MTTP NAGPA NARS2 NBAS NCOA2 NEDD4 NMT1 NUP133 OAT OSER1 PARN PARVB PBXIP1 PDHX PEX19 PFDN6 PGC PIR PLPP1 PLPPR1 PMVK PPP1R2 PREB PRKCA PTPRG RAB11FIP2 RAB4A RAD50 RB1CC1 RCBTB1 REG3A RHEB RIOK2 RNPEP ROCK2 RPS6KC1 SAMM50 SCD SDAD1 SEC14L2 SLC17A2 SLC30A10 SLC4A4 SLC7A6 SLCO1B3 SMAD3 SMYD2 SPCS1 SPON2 STAM2 STXBP6 SULT2A1 SYF2 SYNGR1 TBCE TCEAL1 TERF2 TGIF1 THADA THAP11 TIMM17A TLE1 TMCC1 TMEM230 TNFAIP3 TTC1 UTP25 WDR12 YAP1 ZBTB18 ZNF189 ZNF200 DESERT_STEM_CELL_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DESERT_STEM_CELL_HEPATOCELLULAR_CARCINOMA_SUBCLASS_UP ADAM9 AGO2 AGPAT5 ALDOA AMD1 ANXA5 ARHGEF2 ARPC2 ASAP1 ASRGL1 ATIC ATP11B ATP1B3 BAMBI BICC1 BLM BLMH BORA BUB1 BUB1B BZW2 CALU CAMSAP2 CAPG CBX3 CCL20 CCT2 CDC25A CDC25B CDK1 CDK4 CENPA CENPE CENPM CEP55 CHD7 CKAP4 CKS2 CLIC1 CNOT6 COCH COL1A1 COL1A2 COL4A1 COL5A2 CORO1C CSE1L CSRNP2 CTSC CXCL8 DAB2 DDX39A DKC1 DKK1 DLG5 DLGAP5 DNMT1 DRAM1 DSG2 EIF3D EIF3E EIF3H ELF3 ENO1 ENPP2 EPCAM EPRS1 EPS8L3 ETV5 EXT1 FBL G6PD GNAZ GNPDA1 GPD1L GPX7 H4C3 HDAC2 HEATR1 HELLS HGF HIC2 HIF1A HILPDA HJURP HK2 HMGA2 HOMER1 IARS1 IFNGR2 IGF2BP2 IGSF3 ILF2 INAVA INTS8 ITGA5 ITGAE JARID2 JPT1 KDELR3 KHDRBS1 KIF11 KIF15 KIF20A KIF23 KIF2C LAMB1 LAMC1 LAPTM4B LBR LGALS3 LHFPL2 LMNB2 LPCAT1 LRRC1 LRRC8B MACROH2A2 MAPK13 MAPRE1 MARCKS MARCKSL1 MAT2A MCM2 MCM3 MCM7 ME2 MEP1A MID1IP1 MMD MMP11 MMP12 MMP9 MMS19 MTHFD2 MTMR2 MYO6 NAP1L1 NCAPD2 NCAPG NCL NRCAM NREP NSMAF NT5DC2 NUP62 OLFML3 P2RX4 PABPC1 PAFAH1B3 PDGFRA PELI1 PHF21A PHLDA2 PKM PLBD1 PLEKHF2 PLP2 PNMA1 POSTN PPP1CC PRC1 PRMT1 PRSS3 PSRC1 PTK2 PTPN12 PTTG1 RACGAP1 RAD51AP1 RALY RAP1GAP RND3 RNF44 ROBO1 RPL8 RPLP2 RPS3 RPSA S100A11 S100A6 SALL2 SERPINE2 SERPINH1 SLC12A8 SLC4A7 SLC7A1 SMARCC1 SMOX SOBP SOX4 SOX9 SPAG5 SPATS2 SPATS2L SPHK1 SPINK1 SPP1 SRRT SSB SSRP1 STK26 STK39 SUCO SULF1 TACC3 TCIM TFRC TIMP2 TKT TMED3 TMEM165 TMEM184B TNFRSF21 TOMM20 TOP2A TPD52L2 TPM2 TPX2 TRAF5 TRIM28 TRIP13 TROAP TSPAN3 TTK TTLL4 TUBA1C UBAP2L UBE2C UBE2I UBR5 UCHL1 UCK2 UGCG VCAN VIL1 VNN2 VPS37C XPNPEP1 YEATS2 YWHAZ ZMIZ1 ZNF532 DEURIG_T_CELL_PROLYMPHOCYTIC_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEURIG_T_CELL_PROLYMPHOCYTIC_LEUKEMIA_DN ABCB1 ACAT1 ACOT9 ACSL3 ADGRG1 ADRB2 AKR1C3 ALCAM ANKRD12 ANKRD49 ANXA2 APMAP APOBEC3C ARHGAP25 ARHGEF10 ARID4B ARL6IP5 ASCC2 ATG12 ATG16L1 ATM ATXN1 B3GNT2 BAZ2A BCAS2 BCL2 BIRC3 BMAL1 BRAP C2orf68 CACNA2D2 CALM1 CAPN2 CASP1 CASP4 CCL4 CCL5 CCSER2 CD160 CD2 CD244 CD28 CD3D CD48 CD52 CD58 CD59 CD84 CD8A CDC42 CDKN2AIP CDKN2C CEBPZ CEP57 CFLAR CHMP7 CHN1 CIR1 CLEC2B CMC2 CNOT7 CREBZF CREM CRTAM CRYBG1 CST7 CTLA4 CTR9 CTSL CTSW CUL2 CUL5 CXCR5 CYLD DAPP1 DCLRE1C DDB2 DEGS1 DENND10P1 DERL2 DHRS7 DLAT DNAJB6 DSC1 DUSP12 DUSP5 DYNLT1 DYRK2 EED EIF1AX EIF4E2 EML4 ENC1 ENOSF1 ENTPD4 EOGT EPS15 EVI2B F2R FAM98A FAS FBXO42 FCHSD2 FHL1 FUBP1 FYN GALNT10 GBP2 GCH1 GFI1 GGA2 GIT2 GLMN GNAI3 GNB5 GNG11 GNLY GPR137B GPR65 GSAP GTF2B GZMA GZMB GZMH GZMK H3-3B HABP4 HAT1 HAUS3 HBS1L HEG1 HIP1R HLA-DPA1 HLA-DPB1 HNRNPH3 HOPX HPGD HSF2 HSPA14 ICOS ID2 IDI1 IDS IFITM1 IFNG IK IKZF3 IL18R1 IL2RB ILRUN INTS6 IQSEC1 KDM2A KHNYN KIF21B KIZ KLHL2 KLRB1 KLRC1 KLRD1 KLRF1 LAIR2 LCP2 LEPROTL1 LGALS8 LINC00667 LPAR6 LUZP1 MAF MALT1 MAN1A1 MAN2A1 MAP3K5 MARF1 MBP MCM9 MED17 MICAL1 MSL2 MT1H MT1X MT2A MTMR9 MTUS1 N4BP2L2 NAP1L2 NAP1L3 NCOA1 NDUFV2 NFX1 NIBAN1 NKG7 NKTR NLRP1 NPAT NR2C1 NR3C2 NUP58 OGA OPTN P2RY10 PAM PATZ1 PCM1 PDE4B PFKP PGRMC2 PHACTR2 PIK3R1 PJA2 PLAAT4 PLPP1 PMAIP1 PNISR PPBP PPP1R12A PPP1R16B PPP3CC PPWD1 PRDM1 PRF1 PRKCB PSME4 PTPRC PTPRM RAB27A RABGAP1L RAP1GAP2 RAP2C RBM48 RCBTB2 RDX RECQL REEP5 RNF19A RORA RTN4 SAP30L SCML1 SEC23A SEL1L3 SERINC1 SFI1 SFXN3 SGCB SLC16A6 SLC25A28 SLC25A37 SNHG14 SNRK SRGN SRSF5 SRSF8 SS18L2 ST8SIA1 STAT3 STAT4 STK17A SYNE1 SYNE3 SYT11 SYTL2 TAB2 TAF1D TARDBP TASOR TBC1D4 TBK1 TBX21 TCAF1 TCEAL2 TES TESPA1 TFIP11 TGFBR2 TGFBR3 THAP11 THOC1 THUMPD1 TIAM1 TIPARP TNFRSF1B TNFSF10 TNIK TOR1AIP1 TPST2 TRAF3IP3 TRAFD1 TRAPPC10 TRAV13-1 TRAV13-2 TRAV21 TRAV36DV7 TRAV8-3 TRAV8-6 TRAV9-2 TRBC1 TRBC2 TRDC TRIM22 TRIM23 TRMT11 TRPC1 TUG1 UBL3 USP16 USP47 USP48 WBP11 WDR37 WSB2 XCL1 YKT6 YME1L1 ZBED5 ZBTB38 ZBTB43 ZCCHC2 ZNF14 ZNF292 ZNF37BP ZNF394 ZNF731P DEURIG_T_CELL_PROLYMPHOCYTIC_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DEURIG_T_CELL_PROLYMPHOCYTIC_LEUKEMIA_UP A1CF ABHD2 ACRV1 ACTMAP ACVR2B ADAM23 ADAMTS3 ADK AGA AGPAT1 AK5 AKAP6 ALDH5A1 ALOX5 ALPL ALPP AMACR ANGPTL2 ANK1 ARHGAP32 ARHGEF1 ARK2N ARL2 ATF3 ATP1B1 ATP6V0A1 BAALC-AS1 BAZ2B BCL7A BCORL1 BEX3 BOP1 BPHL BPIFA1 BPNT2 BTBD8 BTNL3 BZW2 C15orf39 CAD CBLL1 CCNB1 CCNB2 CCNG2 CD40 CDK2AP1 CELSR2 CEP112 CHST4 CIC CKMT2 CLCN5 CLIC4 CLUH COL18A1 COL6A2 COMMD10 CORO1B CPA2 CPED1 CPNE3 CPSF1 CR1 CRELD1 CRISPLD2 CSN2 CTNNA1 CTSH CXCL1 CYB5A CYC1 CYP24A1 CYP2A6 DAAM1 DDR1 DDX11 DGAT1 DHFR DKK1 DMWD DOCK1 DRD2 DTX2P1-UPK3BP1-PMS2P11 ECT2 EEA1 EIF4EBP1 ELL3 ENO1 ENPP2 ENTR1 EPB41 EPHB4 EPS15L1 ERBB3 ERI3 ESRP1 FAM131A FAM13A FAM53B FARSA FAXDC2 FBN2 FCGBP FKBP1A FN1 FXYD3 FZD6 GALNT6 GCAT GFUS GGT1 GIT1 GNA11 GNRHR GPD2 GPR137 GPR171 GPR27 GPSM3 GRHPR GRM6 GRN GSTM1 H1-0 H1-2 H2AC16 H2AC18 H2AC8 H2BC10 H2BC12L H2BC21 H2BC5 H2BC7 H2BC9 H4C5 H4C7 H4C8 HCFC1 HEY1 HFE HGF HGH1 HKDC1 HMBS HMGN5 HOMER3 HSD17B8 HSP90AB1 IER3 IFNGR2 IFRD2 IGFBP5 IGFBP7 IGKV1D-13 IMPDH2 INF2 INHA INTS11 IPO4 IRS1 ITGA10 ITM2C JAG2 JCHAIN KAT2A KCNN4 KCTD12 KLF4 KLF6 KLHDC10 KRT18 LAMB2 LARP1 LGALS3BP LILRA5 LRCH4 LRRC14 LRRC2 LRRN3 LSM5 LST1 LYPLA1 MAD1L1 MARCKSL1 MCAM MCM2 MCM4 MCM7 MCOLN3 MED12 MED31 MERTK MEST METTL1 MKI67 MMP19 MMP9 MOBP MPP1 MPP3 MPZL1 MPZL2 MRPL15 MRPL23 MTAP MTDH MTERF3 MTFR1 MTSS1 MYBPC1 MYO1B N4BP1 NAPA NBN NCAM2 NCAPG2 NCBP3 NCDN NCKIPSD NDUFA10 NEDD4 NEDD4L NEO1 NME2 NPRL3 NRIP3 NTAQ1 NUP214 OPN3 PABPC1P3 PAICS PAPPA2 PARM1 PCCB PCGF2 PCLAF PDE1C PDE7B PDIA5 PDK2 PDPK1 PEPD PEX6 PFAS PGGHG PGLS PIEZO1 PITPNA PKD1 PLA2R1 PLPPR1 PML POLD2 POMGNT1 PPP1R14D PPP1R15A PPP2R5D PRIM2 PRKDC PRMT1 PRMT5 PSPH PTK2 PTP4A3 PTPRO PUF60 PUS7 RAB1B RAB25 RAD54B RBBP8 RHBDD3 RING1 RIPK2 RMDN1 RNASEH2B RNF170 ROGDI RPH3AL RPL10L RPL18AP16 RPL28 RPL29P7 RPL35P8 RPL7P27 RPRD1A RPS10P5 RPSAP44 RRH SAP25 SAP30 SCCPDH SCN10A SCRG1 SCRIB SF3A2 SFN SHTN1 SIX6 SLC11A1 SLC12A9 SLC1A1 SLC22A14 SLC22A5 SLC39A4 SLC48A1 SLC5A5 SLC7A6 SLC7A8 SNORA70 SNTA1 SNTB1 SOCS6 SORD SORT1 SOX12 SPON1 SSBP2 SSBP3 SSX2IP ST6GALNAC4 STC2 STXBP6 TAF4B TBC1D10B TCEAL9 TCF7L2 TCFL5 TCL1A TCP10L TENM1 TGS1 TKT TLE2 TM6SF1 TMEM39B TMEM97 TP63 TPD52 TPT1P8 TRAF3IP2 TRIL TRIM45 TRIM52-AS1 TRIP10 TRIP13 TSHB TSPAN15 TSPAN2 TSPY11P U2 UBAP2L UGT1A10 VARS1 VPS8 WDR62 XDH XKR8 YBX3 YIPF4 ZC3H3 ZDHHC11 ZNF177 ZNF280A ZNF507 ZNF516 ZNF593 ZSCAN12 DE_YY1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DE_YY1_TARGETS_DN AGGF1 ANGPT1 ANXA1 APC ARIH1 BARD1 BDKRB2 BTG4 CALD1 CAPZA2 CASP8AP2 CCNE2 CCNG1 CCNL1 CD2AP CDC27 CDK1 CLIC4 CSNK1G3 CUL5 CYLD DNTTIP2 DST ECT2 EGF EGFR ENC1 EPAS1 EPHA3 EPS8 ERAP1 ERBIN FAS FGF13 FN1 GDI2 GNA13 GSPT1 HIF1A HIPK2 HNRNPC HNRNPH1 HSP90B1 IFT57 IL13 INHBA IPO7 ITGA4 ITGAV LPAR1 MACF1 MET MPHOSPH9 NAA15 NBL1 NCOR1 NRP1 NUMA1 OSMR PAFAH1B1 PDHA1 PKN2 PNN PRKAA1 PRKACB PRKD3 PTEN PTP4A1 RAB6A RASA1 RASSF3 RB1 RBBP6 RBBP8 RBL1 RBL2 RGS17 SEPTIN10 SMNDC1 SNX3 SOCS5 SRSF9 STAG1 TACC1 TAGLN2 TDRD3 TGFB2 TNFRSF11B TTK TUSC3 USP16 USP9X WDR1 DE_YY1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DE_YY1_TARGETS_UP CDKN1C CHIT1 CNR2 CSF2 DAPK2 EMP1 GPX5 H4C12 IL19 L3MBTL1 MTSS1 NGFR NPY PRSS16 RFC1 SMG1P5 SMPD3 TACSTD2 TRIM31 WNT1 DIAZ_CHRONIC_MYELOGENOUS_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIAZ_CHRONIC_MYELOGENOUS_LEUKEMIA_DN ACSL4 ACTG1 ADA ADA2 ADAP2 ADD3 ANK3 ANXA5 BCL6 BCR BLNK BTG2 CAPN3 CCR2 CCR7 CD53 CDH2 CEBPD CLEC4A CLEC5A CRHBP CRYGD CSF1R CST7 CSTA DACT1 DNTT EEF1A1 ELANE EPB41L3 F13A1 FAAH FCGR1A FGFR1 FGL2 FLNB FLT3 FZD2 GADD45B GAPDH GAS7 GATA3 GLIPR1 GPR137B GPX3 GSDME HAL HERC5 HLA-B HLA-DMB HMHB1 IFI30 IL10RA IL13RA1 IL16 IL7R INSR IRF7 IRF8 ISG20 JAM2 KLF2 KLF4 LHFPL6 LILRB3 LILRB4 LPL LY86 MAFB MCL1 ME1 MN1 MNDA MPO MS4A4A MS4A6A MVP MYLK MYO18A MYO5C MYOF NINJ1 NKG7 NOP53 OAS2 PRNP PROM1 PTPRE RPL18A RPL23A RPL30 RPL32 RPL39 RPL41 RPLP1 RPS11 RPS12 RPS15 RPS17 RPS24 S100A8 S100A9 SATB1 SELL SGCB SH3BP4 SLC16A7 SLC1A3 SORL1 TCF7 TERT TGFBI TLR2 VAMP5 VPREB1 ZNF124 DIAZ_CHRONIC_MYELOGENOUS_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIAZ_CHRONIC_MYELOGENOUS_LEUKEMIA_UP AASDHPPT ABCB6 ABCC1 ABCC4 ABCD3 ABCE1 ABCF2 ABI1 ABL1 ACAA2 ACAD8 ACADM ACAT1 ACBD3 ACLY ACO1 ACO2 ACOT2 ACOT7 ACOT9 ACP1 ACSL1 ACSL4 ACSL5 ACSM3 ACTL6A ACTR1A ACTR2 ACTR3 ACVR1 ACY1 ACYP1 ADAM8 ADCY7 ADGRG1 ADH5 ADK ADORA2B ADPRM ADSS2 AGL AGPAT1 AGPS AHCYL1 AHR AIFM1 AIMP1 AIMP2 AK2 AKAP1 AKAP17A AKAP8L AKR1C3 AKT1 ALAD ALAS1 ALDH18A1 ALDH1A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH9A1 ALG3 ALG5 ALKBH1 AMD1 AMMECR1 AMPD3 ANAPC1 ANAPC10 ANAPC5 ANGPT2 ANP32A ANXA1 ANXA4 ANXA7 AP2M1 AP3B1 APBA2 APEH API5 AQP3 ARAF ARCN1 ARF1 ARF3 ARF4 ARFGAP2 ARFIP1 ARHGEF3 ARID4B ARIH2 ARL1 ARL2BP ARL5A ARL6IP5 ARPC1A ARPC3 ARPP19 ARRB1 ASAP2 ASH2L ASL ASMTL ATF2 ATG12 ATIC ATP1A1 ATP2A2 ATP2C1 ATP5F1B ATP5IF1 ATP5MC3 ATP5MF ATP5PF ATP5PO ATP6AP2 ATP6V0E1 ATP6V1A ATP6V1B2 ATP6V1E1 ATP7A ATP7B ATRX ATXN1 ATXN10 AUP1 AZIN1 B3GALNT1 B3GNT2 BAG4 BAZ1A BCAP29 BCAT1 BCKDHB BCL2L1 BECN1 BEX3 BID BIRC2 BLMH BLVRB BMAL2 BMI1 BNIP2 BNIP3 BNIP3L BRCA1 BRD1 BRD7 BRD8 BSG BTBD1 BTBD2 BTK BUB3 BUD23 C11orf58 C1D C1QBP C4A CAB39 CACYBP CAD CALM1 CALU CAMLG CANX CAPN15 CAPN7 CAPNS1 CAPRIN1 CAPZA2 CAPZB CASP10 CASP3 CASP6 CASP8 CASP8AP2 CAST CBFB CBX1 CBX3 CCDC6 CCNG1 CCNH CCNI CCT2 CCT3 CCT6A CCT8 CD2AP CD36 CD46 CD47 CD55 CD59 CD63 CD7 CD82 CD84 CDC123 CDC16 CDC23 CDC27 CDC37 CDC42BPA CDC42EP3 CDC5L CDC7 CDH1 CDK2 CDK2AP1 CDK7 CDK8 CDYL CENPS CEP70 CERS2 CETN2 CETN3 CFDP1 CFH CFLAR CGGBP1 CHD1L CHERP CHIC2 CHP1 CHPT1 CHST2 CISH CITED2 CKB CLC CLDND1 CLEC2B CLIC2 CLIC4 CLNS1A CLPTM1 CLPX CMAS CMPK1 CNBP CNIH1 CNOT7 CNOT8 CNPY2 COIL COMT COPA COPB2 COPS2 COPS3 COPS4 COPS5 COPS8 CORO1C COX15 CPD CPNE3 CPOX CPSF1 CPSF6 CPVL CRADD CRBN CREG1 CRIP1 CRKL CRY1 CSDE1 CSF1 CSF2RB CSNK1A1 CSNK1D CSNK1G3 CSNK2A1 CTCF CTH CTNNA1 CTNNBL1 CTNND1 CTPS2 CUL4A CUL4B CUL5 CYC1 CYCS CYP51A1 CYTH2 CYTL1 DAD1 DAG1 DAPK1 DARS1 DAZAP1 DBF4 DCTD DCTN4 DCTN6 DCUN1D1 DDB1 DDX1 DDX10 DDX11 DDX21 DDX23 DDX41 DEAF1 DECR1 DEGS1 DEK DFFB DGCR2 DGUOK DHCR24 DHRS9 DHX15 DHX9 DKC1 DLC1 DLD DLEU1 DNAJA2 DNAJA3 DNAJB6 DNAJC12 DNAJC7 DNM1L DNM2 DNMT3B DPAGT1 DPM1 DPP3 DR1 DRAP1 DRG1 DRG2 DSTN DUSP11 DUSP12 DUT DYNC1LI1 DYRK1A EBAG9 ECD ECHS1 ECI2 EHD1 EID1 EIF1AX EIF1B EIF2AK1 EIF2B1 EIF2D EIF2S2 EIF3A EIF3B EIF3C EIF3I EIF3J EIF3M EIF4B EIF4E EIF4E2 EIF4ENIF1 EIF4G1 EIF4G2 EIF4H EIF5 ELAVL1 ELF4 ELOC ELOVL5 ELP1 EMP3 ENOPH1 ENOSF1 ENPP2 ENSA ENTR1 EPB41 EPOR EPS15 ERBIN ERCC8 ERG28 ERGIC3 ETF1 ETFA ETFDH ETNK1 ETS2 EXOC5 F11R F2R F2RL1 FADS1 FADS2 FAM117A FAM8A1 FANCF FARS2 FAS FASN FBXO7 FBXW2 FCGR2A FDFT1 FDPS FECH FEM1B FEZ2 FH FHL2 FKBP1B FKBP3 FKBP4 FKBP5 FLII FLNA FLOT2 FNTA FOXK2 FOXN3 FOXO3 FRG1 FSCN1 FXN FZD7 G3BP1 G3BP2 GALC GALNT1 GALNT2 GAR1 GARS1 GART GAS2 GATA1 GATA2 GATD3 GBE1 GCDH GCLC GCLM GCSH GDE1 GDF11 GDI2 GEMIN2 GEMIN4 GET1 GET3 GFI1B GGH GHITM GLE1 GLO1 GLT8D1 GLUD1 GM2A GMCL1 GMDS GMFB GMNN GMPR GMPR2 GNAI3 GNAQ GNB2 GNL2 GNL3 GNS GOLPH3 GOSR2 GOT2 GRB10 GRSF1 GSPT1 GSR GSS GTF2A2 GTF2B GTF2F1 GTF2H1 GTF2H4 GTF2I GTF3C3 GTPBP4 GUCY1B1 H2AZ2 HACD1 HADHA HADHB HAT1 HBB HBD HBG1 HBP1 HBQ1 HBS1L HDAC1 HDAC2 HDAC3 HDAC6 HDAC7 HDC HDGFL3 HEBP1 HEBP2 HIBCH HIRA HK1 HK2 HLTF HMBS HMG20A HMG20B HMGB1 HMGB3 HMGCR HMGCS1 HMGN4 HNRNPA0 HNRNPA3P1 HNRNPAB HNRNPC HNRNPF HNRNPH2 HNRNPK HNRNPR HOXA10 HOXA9 HP1BP3 HPGDS HPRT1 HS2ST1 HSD17B12 HSD17B4 HSP90AB1 HSPA13 HSPA9 HSPG2 HSPH1 HTATSF1 HTRA2 ICAM4 ICMT IDE IDH3B IFITM1 IFITM2 IFRD1 IKZF1 IL1B IL1RAP IL7 ILF2 ILF3 ILK IMMT IMPA1 ING2 INPP1 INPP4B INTS6 IPO5 IPO7 IQGAP2 ISCA1 ISYNA1 ITGA2B ITGA4 ITGAE ITGB1BP1 ITM2A ITPA ITPR2 ITPRID2 IVD KARS1 KATNA1 KCMF1 KCNH2 KCNK5 KCNN4 KCTD3 KDM3B KDM5B KDSR KEAP1 KEL KHDRBS1 KHSRP KIF22 KIF2A KIFAP3 KLF1 KLHDC2 KLHL12 KLRG1 KMT5AP1 KPNA3 KPNA4 KPNB1 KRAS KTN1 KYNU LAMTOR3 LANCL1 LAPTM4B LARP1 LAT LBR LCP2 LDB1 LDHB LEPR LEPROT LIN7C LMAN1 LMNA LMO2 LMO4 LPCAT3 LRRFIP2 LSM1 LSM4 LSM5 LSM8 LSS LUC7L3 LXN LY6E LYN LYPLA1 MAD2L1 MAEA MAGEF1 MAGOH MAN2A1 MAN2A2 MAP1LC3B MAP2K1 MAP2K2 MAP3K5 MAP4K4 MAP4K5 MAP7 MAPK1 MAPRE2 MARCHF6 MARCKS MARCKSL1 MARK3 MAT2B MATK MATN2 MATR3 MBD4 MBNL2 MCCC2 MCM3 MDH1 MDH2 MDM1 MED12 MED13 MED17 MED21 MED4 MED6 MEIS1 MEN1 MEST METAP2 MFAP1 MFNG MGAT4B MGST2 MICU1 MICU2 MIF MINPP1 MIPEP MIS18A MKRN1 MLF2 MLH1 MLLT10 MLLT3 MLST8 MMS19 MMUT MORF4L1 MORF4L2 MPDU1 MPP1 MPST MPV17 MRE11 MRM2 MRPL3 MRPL49 MRPL58 MRPS15 MRPS30 MRPS31 MRPS35 MSH2 MSH6 MSMO1 MSN MTA1 MTCH2 MTHFD1 MTHFD2 MTIF2 MTMR2 MTR MTX2 MXI1 MYC MYCBP MYL4 NAMPT NAP1L4 NAPA NARF NBAS NBN NBR1 NCBP1 NCBP2 NCF4 NCK1 NCOA1 NCOR1 NDEL1 NDFIP1 NDUFA5 NDUFA8 NDUFAB1 NDUFB5 NDUFB6 NDUFC2 NDUFS4 NDUFV2 NELFA NEMF NET1 NFATC1 NFATC3 NFE2 NFE2L2 NFKB1 NFYB NGRN NIF3L1 NIPSNAP1 NIPSNAP2 NIT2 NLK NMD3 NME1 NME7 NMI NMT1 NMT2 NNT NOLC1 NOMO1 NPAT NPEPPS NPM3 NPRL3 NPTN NQO2 NSMAF NT5C NUDC NUDT21 NUDT3 NUDT4 NUDT6 NUP107 NUP153 NUP50 NUP54 NUP98 OAT OAZ2 ODC1 OGDH ORC2 ORC4 ORC5 OXCT1 OXSR1 P2RX5 P4HA1 PABPN1 PACSIN2 PAICS PAIP1 PAPSS1 PARP1 PARVB PBX3 PCBD1 PCCA PCCB PCK2 PCM1 PCMT1 PCNP PCTP PCYT2 PDAP1 PDCD10 PDCD2 PDCD4 PDCD6 PDCD6IP PDF PDGFC PDHA1 PDHB PDHX PDLIM5 PEBP1 PEF1 PEX1 PEX2 PEX6 PFDN4 PFKM PFKP PFN1 PGAP6 PGD PGK1 PGRMC1 PGRMC2 PHB2 PHC1 PHF20 PHKB PHYH PICALM PIGC PIGN PIK3C3 PIK3CB PILRB PIM1 PIP5K1B PISD PITPNA PITPNB PKIG PKP4 PLA2G12A PLAA PLIN2 PLOD2 PLP2 PLSCR1 PLTP PLXNC1 PMP22 PMPCB PMS1 PMS2P3 PNMA1 PNN PNO1 PNP POGLUT1 POLD2 POLE2 POLE3 POLR1C POLR1D POLR2B POLR2C POLR2E POLR2K POLRMT PPA2 PPAT PPID PPIE PPIH PPM1A PPM1B PPM1D PPOX PPP1CC PPP1R12A PPP1R7 PPP1R8 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5C PPP2R5E PPP3CA PPP4R1 PPP6C PPT2 PRDX3 PRDX4 PRDX6 PRKAB1 PRKACB PRKAG1 PRKAR1A PRKAR2B PRKCQ PRKD3 PRKDC PRKRA PRMT1 PRMT5 PRPF19 PRPS1 PRPSAP2 PRR13 PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA7 PSMB1 PSMB2 PSMB5 PSMC1 PSMC3 PSMC6 PSMD1 PSMD10 PSMD12 PSMD2 PSMD3 PSMD7 PSMD8 PSMF1 PSMG1 PSMG2 PSTPIP2 PTBP1 PTBP3 PTGES3 PTGS1 PTOV1 PTP4A2 PTPN12 PTPN13 PTPN22 PTPN6 PTPN7 PTPRA PTPRC PTX3 PUM1 PUM2 PUS1 PWP1 PWP2 PYROXD1 QDPR QPCT QTRT1 R3HDM4 RAB11A RAB31 RAB38 RAB4A RAB6A RAB9A RAC1 RAC2 RAD1 RAD17 RAD21 RAD23B RAD50 RALA RALB RALBP1 RANBP1 RANBP2 RANBP9 RANGAP1 RAP1A RAP1GDS1 RAP2B RAP2C RAPGEF2 RASA1 RASSF1 RBBP4 RBBP7 RBBP8 RBM14 RBM26 RBM3 RBM39 RBM5 RBM7 RBMS1 RBPJ RCC1 RCL1 RER1 REST RFC3 RFC4 RGS10 RHAG RHOG RHOH RIDA RIPOR2 RNASEH1 RNF130 RNF14 RNF5 RNF6 RNFT1 RO60 RP2 RPA1 RPA2 RPL31 RPN2 RPS27L RPS6KA3 RPS6KC1 RRAGA RRAS2 RREB1 RRN3 RSC1A1 RSL24D1 RSU1 RTCA RTCB RTN3 RTN4 RUVBL1 RYBP RYK S100A10 S100A6 SAMSN1 SARS1 SART3 SAV1 SCAF11 SCARB2 SCD SCFD1 SCP2 SDCBP SDF4 SDHD SEC11A SEC23IP SEC24B SEC31A SEC63 SELENOF SELENOW SELPLG SEMA4D SEPHS1 SEPHS2 SEPTIN2 SEPTIN7 SERINC3 SERPINE2 SF3A1 SF3A3 SF3B3 SF3B4 SGPP1 SH3BGRL SH3GLB2 SHMT1 SHMT2 SIAH2 SIGMAR1 SINHCAF SIRT1 SKIC8 SKP1 SLA SLBP SLC12A6 SLC16A1 SLC18A2 SLC1A5 SLC25A11 SLC25A15 SLC25A32 SLC27A2 SLC29A1 SLC2A1 SLC2A10 SLC30A9 SLC37A4 SLC38A2 SLC39A8 SLC43A1 SLC5A3 SLC7A5 SLC9A6 SLCO4A1 SMAD2 SMAD4 SMARCA2 SMARCA5 SMARCC1 SMARCC2 SMC2 SMC3 SMC4 SMNDC1 SMS SNAP23 SNCA SNRPB2 SNRPD1 SNRPD3 SNRPG SNRPN SNU13 SNW1 SNX1 SNX3 SNX4 SNX5 SOCS2 SOD1 SOD2 SORD SOS2 SPAG7 SPINT2 SPOP SPTA1 SPTBN2 SPTLC1 SQLE SQSTM1 SRD5A1 SREBF1 SREBF2 SRI SRP19 SRP54 SRP72 SRPK1 SRPK2 SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF4 SRSF5 SRSF9 SS18 SSB SSBP1 SSR1 ST13 STAG2 STAM STAP1 STAR STAT3 STAT4 STAT5A STAT5B STAU1 STAU2 STK11 STK24 STK25 STOML2 STRAP STXBP3 SUB1 SUCLA2 SUCLG1 SULT1A1 SULT1A2 SUMO1 SUOX SUPT16H SUPT20H TADA3 TAF2 TAF6 TAF6L TAF7 TAF9 TAGLN2 TAL1 TARDBP TARS1 TAX1BP1 TBCB TBCE TBK1 TBL1X TBPL1 TBRG4 TBXAS1 TCEA1 TCEAL9 TCERG1 TCF12 TCP1 TDG TEK TERF1 TERF2IP TFCP2 TFDP1 TFDP2 TFG TFR2 TFRC TGFB1 TGM2 THAP12 TIA1 TIE1 TIMM10B TIMM17A TIMM23 TIMP1 TLK1 TM2D1 TM9SF1 TM9SF2 TM9SF3 TMBIM1 TMED2 TMED3 TMEM165 TMEM50A TMEM59 TMOD3 TMX1 TNFAIP1 TNFAIP8 TNPO3 TOMM20 TOMM22 TOP1 TOPBP1 TOPORS TP53BP2 TP53I3 TPI1 TPM1 TRA2A TRAK2 TRAPPC3 TRIM13 TRIM16 TRIP12 TSC2 TSC22D1 TSG101 TSNAX TSPAN4 TST TTC33 TTF2 TUBGCP3 TUBGCP4 TWSG1 TXN TXN2 TXNDC9 TXNL1 TXNRD1 U2AF2 UBA2 UBAC1 UBAP2 UBE2B UBE2D2 UBE2D3 UBE2E1 UBE2E3 UBE2G1 UBE2G2 UBE2K UBE2M UBE2N UBE2V2 UBE4A UBE4B UBP1 UBQLN2 UBTF UBXN8 UCHL5 UGGT1 UGP2 UPF1 UPF3A UPF3B UQCRC1 URI1 UROD UROS USP1 USP11 USP14 USP21 USP22 USP9X UTP25 UTP3 VAMP7 VAPA VARS1 VAV3 VBP1 VCL VDAC3 VPS26A VPS26C VPS33B VPS41 VPS4B VPS72 VRK2 VTI1B WBP11 WDR1 WDR11 WDR13 WDR3 WDR44 WIPF1 WRN WSB2 WT1 XK XPC XPNPEP1 XPO1 XPOT XRCC5 YARS1 YEATS4 YES1 YKT6 YME1L1 YTHDC1 YTHDF2 YWHAZ YY1 ZEB2 ZFAND6 ZFP36L1 ZFR ZKSCAN7 ZMPSTE24 ZMYND11 ZMYND8 ZNF134 ZNF146 ZNF207 ZNF217 ZNF22 ZNF24 ZNF267 ZNF277 ZNF281 ZNF302 ZNF410 ZPR1 ZSCAN9 DIERICK_SEROTONIN_FUNCTION_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIERICK_SEROTONIN_FUNCTION_GENES BRD2 DDC HTR2A HTR7 PAH SLC6A4 TPH1 DING_LUNG_CANCER_BY_MUTATION_RATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_BY_MUTATION_RATE ACVRL1 DDR1 FGFR4 INSRR IRS1 LMTK3 LRP1B MAST4 MYB NTRK2 PDGFRA PIK3C2G PRKDC PTPRD PTPRG ROBO2 SMG1 TP53 TYK2 VAV1 DING_LUNG_CANCER_EXPRESSION_BY_COPY_NUMBER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_EXPRESSION_BY_COPY_NUMBER AKAP9 ANKRD10 ANKRD46 ARMC1 ARMC8 ASH2L ATP11B BAG4 BRMS1L BRWD1 C19orf12 CBLL1 CDC42SE2 CDK8 CEBPG CHD7 CMAS COG3 COG5 CTTN DBR1 DCAF13 DCTD DNAJC2 E2F3 EID2 EIF3H FAM91A1 FBXO25 FBXO3 FBXO33 FBXW11 FIG4 FXR1 GABPA GATAD1 GEMIN2 GOLGA7 GTF3A GZF1 ING1 IPO8 KBTBD11 KPNA4 KRIT1 LSM1 MACROH2A1 MAP3K1 MAPK8 METTL4 MFN1 MIPEP MRPL47 MRPS11 MRPS28 MTMR6 MYNN NAPG NDUFB5 NEK3 NIPBL NSD3 NUP153 PAK2 PAN3 PDCD6 PEPD PHC3 PIK3CA PNPT1 PPFIA1 PPM1A PPP1R12A PPP4R2 PRKCI RAB20 RAE1 RASA1 RB1CC1 RFC4 RYK SDHC SEC23IP SENP2 SIAH2 SNAP29 TAF2 TBCA TERF1 THOC1 THUMPD1 TOMM70 TPD52 TRIM35 TXNL1 URI1 VPS41 VPS8 WASHC5 ZNF302 DING_LUNG_CANCER_MUTATED_FREQUENTLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_MUTATED_FREQUENTLY ACVR1B APC BAP1 FYN IRAK2 LTK NF1 NOTCH4 PIK3R2 RB1 STK11 TP53 DING_LUNG_CANCER_MUTATED_RECURRENTLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_MUTATED_RECURRENTLY EGFR FLT4 KRAS NRAS STK11 TP53 DING_LUNG_CANCER_MUTATED_SIGNIFICANTLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DING_LUNG_CANCER_MUTATED_SIGNIFICANTLY APC ATM CDKN2A EGFR EPHA3 EPHA5 ERBB4 FGFR4 GNAS INHBA KDR KRAS LRP1B LTK NF1 NRAS NTRK1 NTRK3 PAK3 PDGFRA PTPRD RB1 SLC38A3 STK11 TP53 ZMYND10 DIRMEIER_LMP1_RESPONSE_EARLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIRMEIER_LMP1_RESPONSE_EARLY ACKR3 ACTB BCL2A1 BIRC3 BTG2 CCL3 CCL4 CD69 CD83 DUSP2 DUSP5 EEF1A1 EEF2 EGR1 EGR2 EGR3 EIF1 FTH1 GADD45B GNAT2 GPR183 HERPUD1 HMGCS1 HSP90AB1 ICAM1 IER2 INSIG1 IRF7 JUN JUNB JUND JUP KDM6B KLF6 LCP1 LTA MAN2B1 MCL1 MYC NFKB2 NFKBIA NFKBIE NFKBIZ NPPB PIK3CG PPP1R15A PTK2B RPS10 RPS16 RPS9 SEC24C SERPINF2 SIAH2 SLAMF1 TNF TNFAIP3 TNFSF9 TRAF1 TRAF4 UBE2M ZC3H12A ZFP36 DIRMEIER_LMP1_RESPONSE_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIRMEIER_LMP1_RESPONSE_LATE_DN APOC4 ARF5 ARHGDIB ASAH1 BTG1 CD27 CHI3L2 COL11A2 COX8A DENND2B E2F2 FAU GAPDH HLA-DMA HPCAL1 IFITM1 ISG15 LSM2 MAP4K1 PSAP PSMB9 RPL29 RPLP0 RPS11 RPS19 RPS5 TAF10 TXNIP UBC WAS DIRMEIER_LMP1_RESPONSE_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DIRMEIER_LMP1_RESPONSE_LATE_UP ADGRE5 AHDC1 ANP32A ATP13A3 BATF BZW1 CARS1 CCL22 CD40 CD58 CFLAR CRIP1 CSNK1D DHCR7 ETF1 FASN FEZ1 FSCN1 GARS1 HMOX1 HSD17B10 IL4R IRF5 JADE2 LITAF LYN MARCKS MDFIC MTHFD2 NBN NFKB1 NFKB2 OTUD4 PIEZO1 PLEK POM121 RFTN1 RHOG RPS28 RUNX3 SERPINB9 SLC20A1 SLC7A1 SLC7A5 SPIB SQSTM1 SRRT STAT5A STIP1 SWAP70 TNFRSF1B TNIP1 TRAF1 TRIP10 TUBB2A VOPP1 DISTECHE_ESCAPED_FROM_X_INACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DISTECHE_ESCAPED_FROM_X_INACTIVATION DDX3X EIF1AX EIF2S3 KDM5C KDM6A PRKX RPS4X STS TBL1X TMSB4X UBA1 USP9X ZFX DITTMER_PTHLH_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DITTMER_PTHLH_TARGETS_DN ACTG1 ADAMTS1 ALDH7A1 AOX1 ARPC2 BCKDHA BTNL3 CASP1 CREB1 CUL4A DFFA EIF4G1 FAH FAT1 FBXO7 FERMT2 GLS HSP90AA1 HSPA2 ITGA6 IVNS1ABP KDELR2 KIF3B KISS1 LMNA LRBA LRRFIP1 MAP3K7 MAPK6 MCAM MINK1 MMS19 MRPL34 MRPS14 MT1G MT1H MT1X MT2A MYH9 NDUFB3 NDUFS4 PANX1 PDHB PIK3CA PIK3R1 POLD2 PSMB4 PTK2 RAPGEF2 RGS10 RPP30 RRAS2 SEC24A SEMA3A SERPINA4 SERPINE1 SFXN3 SLC22A14 SNX13 SP110 SPEN SPTLC2 TBC1D1 TCP1 TFDP2 TIMELESS TOMM70 UBAP2 YME1L1 ZDHHC7 DITTMER_PTHLH_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DITTMER_PTHLH_TARGETS_UP ANXA1 ANXA11 ANXA5 ANXA7 AP1S1 AP2M1 AP2S1 AREG ARF4 ATP10D ATP1A1 ATP2B1 ATP5F1A ATP5IF1 ATP5PF B4GALT3 BHLHE40 BSG CAPZA2 CDC25B CDCA3 CDCP1 CDK1 CDK12 CKS2 COL4A2 COL6A1 CPD CST4 CTNNB1 CYCS DLG1 DUSP5 ECM1 F2RL1 FAT1 FLOT1 GALNT7 GNAI3 GPX4 GRB10 GRHPR H1-0 H2AZ1 HADHA HAX1 HSD17B11 IMMT JAG1 KDM5B KLC1 KLF9 LAMA5 LAMP1 LARP6 LIPA LRP5 LSM5 LTBP1 MARCKS MFN2 MSRB1 NDUFA13 NPTN NUCB1 NUDT4 OSBPL9 PAIP1 PDGFC PEG10 PHYH PLAU PLPP3 POLD3 POLI POLR3C PPM1B PRSS23 PTS RAB13 RAB22A RAB4A RAB6A RAB8A RANBP9 RANGRF RBM39 RBX1 RFC4 RFC5 RHEBP1 RNPS1 SEC14L1 SF3B3 SFPQ SGPL1 SRSF10 SRSF3 STK39 TBC1D8 TIMM17A TIMP3 TNIP1 TPI1 TSC22D1 TYMS UBE2C UQCRC1 UROD USP1 USP15 VAMP8 VDAC2 DI_MARTINO_MATRISOME_HIGHLY_PROLIFERATIVE_HNSCC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DI_MARTINO_MATRISOME_HIGHLY_PROLIFERATIVE_HNSCC ANXA2 CBLN2 COL12A1 COL16A1 COL4A2 COL6A2 COL7A1 COL8A1 ECM1 EMILIN1 EMILIN2 FBLN2 FBN2 FN1 IGFBP7 ITIH1 ITIH2 LGALS1 LTBP1 MFAP5 PLG POSTN S100A6 TGFB1 TGFBI TNC VTN DI_MARTINO_MATRISOME_HIGHLY_PROLIFERATIVE_HNSCC_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DI_MARTINO_MATRISOME_HIGHLY_PROLIFERATIVE_HNSCC_TUMOR_CELL_DERIVED ANXA2 COL12A1 COL16A1 COL4A2 COL6A2 COL7A1 EMILIN1 FBN2 FN1 ITIH2 LGALS1 LTBP1 POSTN S100A6 TGFB1 TGFBI TNC DOANE_BREAST_CANCER_CLASSES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_BREAST_CANCER_CLASSES_DN ANP32E ARTN ATP11A C16orf95 CALU CHST3 CLIP4 CTSV DEK DSC2 EHBP1 FERMT1 FOXC1 FSCN1 KRT16 LMO4 MARCHF3 NNT PAPSS1 PARVB PLAUR PLOD2 PMAIP1 POPDC3 PYGL SGCB SLC16A1 SMO SPIDR SPP1 TIMP2 WDR33 WWTR1 DOANE_BREAST_CANCER_CLASSES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_BREAST_CANCER_CLASSES_UP ABCA12 ABCA8 ABCC6 AGR2 ALCAM ALDH3B2 ALDH4A1 APOD AR AZGP1 BMERB1 BRINP3 C1orf115 CCNDBP1 CDK12 CEACAM6 CERS4 CIRBP CLCA2 CPD CRAT CRISP3 CYB5A CYP4F8 DCXR DHRS2 ECHDC2 FA2H FAM174B FASN FGFR4 GALNT6 GALNT7 GGT1 GPD1L HGD HMGCS2 HPX KCNMA1 KMO LASP1 LRIG1 LRRC31 MLPH MPHOSPH6 NEIL1 NFIA PBLD PDCD4 PEX11A PIP PRLR RASL10A REEP5 RHOB RND1 SCUBE2 SERHL SERHL2 SIDT1 SLC16A2 SPDEF SULT1A2 TBC1D9 TFAP2B TFF3 TNIK TNXA TOX3 TRGC1 TRIL TRIM3 DOANE_BREAST_CANCER_ESR1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_BREAST_CANCER_ESR1_DN ART3 ASS1 BBOX1 BCL11A BMAL2 CHST3 COL9A3 CRYAB CXCL8 DSC2 EGFR ELF5 EN1 FABP7 FOXC1 GABBR2 GABRP GAL GJB3 IGF2BP3 KRT16 KRT5 KRT6B LY6D MIA MID1 MMP7 MSLN PALS2 PAX6 PGBD5 PLAAT1 PSAT1 RARRES1 ROPN1 S100A8 SCRG1 SFRP1 SLPI SOD2 SOX11 TTLL4 TTYH1 UGT8 UPP1 VGLL1 ZIC1 DOANE_BREAST_CANCER_ESR1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_BREAST_CANCER_ESR1_UP ABAT ACADSB ACOX2 ADIRF AGR2 ALCAM ANXA9 AR AREG ARMT1 AZGP1 BCL2 BMPR1B C1orf21 C4A CA12 CACNA1D CACNG4 CCDC170 CELSR1 CERS4 CFB CFD CHAD CLGN CLSTN2 CRIP1 CYBRD1 CYP2B6 CYP2B7P DACH1 DHRS2 DNAJC12 DNALI1 DUSP4 EEF1A2 ELAPOR1 ELOVL2 EPS8L1 ERBB4 ESR1 EVL FBP1 GALNT7 GAMT GATA3 GDF15 GFRA1 GPC1-AS1 GPRC5A GREB1 HEMK1 IFT122 IFT74 INPP4B KCNE4 KRT18 MAP3K12 MAPT MAST4 MLPH MUC1 MYB MYO6 NAT1 PBX1 PDZK1 PEX11A PGR PIERCE1 PIP PNPLA4 PRR36 RET RHOB RND1 SCCPDH SCGB1D2 SCGB2A2 SCNN1A SCUBE2 SELENBP1 SEMA3B SEMA3C SERPINA5 SIDT1 SLC16A6 SLC27A2 SLC39A6 SLC44A4 SLC4A8 SLC7A8 SPDEF SSH3 STC2 STK32B SYBU SYT1 SYT17 TBC1D9 TFF1 TFF3 TJP3 TMC5 TNNT1 TOX3 TPSAB1 TSPAN1 TTC39A UGCG VAV3 DOANE_RESPONSE_TO_ANDROGEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_RESPONSE_TO_ANDROGEN_DN ABCB9 ABCC5 ABLIM3 ACTN2 ADGRB2 AKAP9 AMIGO2 ANP32E ANXA6 ANXA9 APOBEC3B ARG2 ARHGAP35 ARHGEF3 ARNT ARVCF ASAP3 ASPH ATAD2B ATP5F1D ATXN1 BAMBI BCL7A BEX3 BLMH BRIP1 C4orf19 CACNA1D CASP7 CCNE2 CDC25A CDC42 CDC42EP2 CDK1 CDKN1A CDKN2C CDYL CHAF1A CHST1 CKB CPOX CRABP2 CSH2 CTNND2 CXCR4 CYBRD1 CYFIP2 DCLK1 DGCR11 DHFR DHRS3 DSP DST DTX3 DUS2 DUSP4 DUSP6 E2F8 EDN1 EEF1A2 EFNB2 EFNB3 ELOVL6 ENO2 EPB41L2 EPB41L4A EPHA4 EPS8 ERF EVL FAM110B FBLN1 FBXL7 FBXW7 FKBPL FYB1 GASK1B GATA3 GNB5 GNG10 GPC1 HCFC1R1 HEATR6 HELLS HERC6 HLA-A HP1BP3 IDH2 IFI30 IFITM1 IFITM3 IFT122 IGFBP2 IGFBP3 IGFBP5 IRS1 ITPR1 KHK KIAA0319L KIF5C KMO KREMEN2 LPCAT4 LPIN2 LRP6 LTBP1 MARCKS MAST4 MCAM MCM4 MCM5 MED13L MGP MN1 MPP1 MTF2 MXD3 NACA4P NCDN NMU NOC4L NR2F1 NSD2 NUP160 OBSL1 PALLD PAQR4 PAX9 PCBP4 PCOTH PDE4B PDE6D PDZRN3 PELI2 PEX5 PHC1 PHLDA2 PIDD1 PIN1 PLCB1 PLEKHA6 PLK4 PLOD2 PLPP2 PLSCR1 PLXND1 PPARD PPDPF PPP4R3A PRAF2 PRDM2 PRKACA PRKCD PRRC2C PRSS8 PSIP1 PSMB8 PTP4A1 PTPN14 PYCARD QKI RAB15 RAD1 RAD51D RAD54B RAD54L RAI14 RANBP3 RAPGEF3 RBMS1 RECQL4 RFTN1 RGS10 RIBC2 RPS2 RRAS RRM2 RTN1 SAMHD1 SAP25 SCCPDH SEMA3C SEMA3F SEPTIN8 SERPINH1 SGTA SIPA1L1 SIX2 SLC25A14 SLC27A2 SLC29A3 SLC35D1 SLC9A1 SMAD3 SMAD6 SMYD5 SNPH SNX7 SOS1 SP110 SSBP2 STAG2 STOM STS SUPT6H SUSD4 SUZ12 SZRD1 TAF9B TBRG4 TCAF1 TDO2 TFF1 THBS1 TIAM1 TINAGL1 TLK1 TMEM106C TMEM123 TNC TOR1AIP2 TPT1 TRA2A TRAF2 TRAF5 TRAIP TRIM23 TRMT61A TSC22D2 TUBB2A UBL3 VDR VTCN1 WLS WSB1 YPEL1 ZDHHC13 ZFP36L2 ZFR ZNF322 ZNF93 ZPR1 DOANE_RESPONSE_TO_ANDROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOANE_RESPONSE_TO_ANDROGEN_UP ABCC1 ACAA1 ACACA ACSM3 ADAM20 AEN AFF1 AHCY AHNAK AKAP5 AKAP6 AKT2 ALCAM ALDH4A1 AQP3 ARHGAP26 ARHGDIB ARRB1 ATXN8OS AZGP1 BBOF1 BCAM BMP7 BNC2 BTG2-DT C1orf116 CA5B CACNG4 CALR CAMP CAPZB CD3E CD5 CHRNA3 CLCN3 CLDN8 CNTNAP2 COBL CROT CSPG5 CYP4F12 CYP4F8 DALRD3 DAXX DDC DDX31 DNAH3 DNASE2B DZIP1 EAF2 ECHDC2 ELMO2 ELOA-AS1 ENDOD1 ENDOG EPHB1 EPN2 FAM174B FAR2 FARP1 FASN FKBP11 FKBP5 FLNB FMO5 FUT3 FUT6 FXR2 G6PC3 GADD45B GAL3ST4 GBA1LP GFUS GGT1 GGTLC1 GM2A GMDS GNB5 GPA33 GPRC5A GPS1 GSK3A GSTM3 GTF2H3 GUSBP11 H2BC5 H6PD HOXA10 HOXC5 HSD11B2 HSPA4 HSPH1 IFNA1 IL19 IL1B INE1 IQGAP2 JRKL KDM4B LAMA4 LCT LGALS3 LUZP4 MAFB MAFG MAPT MCCC2 MICAL2 MICALL2 MINDY3 MTMR9 MVK MYBPC1 MZB1 NBL1 NBPF14 NDRG1 NEDD4L NMNAT2 NSG1 PDIA5 PDK2 PDXK PEA15 PINK1 PIP PIP5K1A PISD PLEKHA1 POLD4 POLR2J4 POP1 PREP PRKAR2B PTMAP4 PYGB RAB3A RASAL1 RND1 RNF125 RPL35P8 RRBP1 RUNDC3A S100P SCD SEC14L2 SERHL SERHL2 SERINC5 SIGLEC15 SIL1 SLC15A2 SLC19A2 SLC37A4 SLC50A1 SMIM27 SNTA1 SOCS7 SORD SRD5A1 ST6GAL1 STK3 SYNGR1 THRAP3 TMC5 TMEM33 TMEM8B TMPRSS2 TPD52 TRAPPC14 TRIB1 TRIM52-AS1 TSKU TTC12 UBE4B UGT2B11 WWC1 WWC3 ZBTB16 ZC3H13 ZC3H3 ZNF350 ZNF432 ZNF550 ZNF552 DODD_NASOPHARYNGEAL_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DODD_NASOPHARYNGEAL_CARCINOMA_DN A4GALT AADAT ABAT ABCA13 ABCA8 ABCB1 ABCC2 ABCC6 ABHD12B ABHD14B ABHD15 ABHD17B ABHD2 ABHD5 ABHD6 ABLIM1 ABLIM3 ACOT8 ACRBP ACSBG1 ACSM1 ACTL7B ADAMTS8 ADARB2 ADCY2 ADGB ADGRE3 ADGRF1 ADH1A ADH1B ADH1C ADH6 ADH7 ADHFE1 ADIRF ADORA1 ADRA2A ADRB1 ADSS1 AFDN AFF3 AGBL2 AGBL4 AGFG2 AGPAT2 AGR2 AGR3 AHI1-DT AHNAK AHNAK2 AK1 AK7 AK9 AKAP13 AKAP14 AKR1C3 ALB ALCAM ALDH1A1 ALDH1A3 ALDH1L1 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALOX15 ALS2CL AMFR AMIGO1 AMOTL2 AMY1A ANG ANKFN1 ANKMY1 ANKRD18A ANKRD35 ANKRD37 ANKRD45 ANKRD54 ANKRD9 ANKUB1 ANXA1 ANXA11 ANXA2 ANXA2P2 ANXA9 AP1M2 APCDD1 APCDD1L-DT APLP2 APOBEC4 AQP3 AQP4 AQP5 ARG2 ARHGAP18 ARHGAP32 ARHGAP39 ARHGEF26-AS1 ARHGEF37 ARK2N ARMC2 ARMC3 ARMH1 ARMH4 ARNT ARRDC2 ARSD ARX ASAP3 ASIC1 ASL ASRGL1 ASS1 ASXL3 ATF7IP2 ATG9B ATL1 ATOSA ATP10B ATP12A ATP13A4 ATP1A2 ATP2A3 ATP2C2 ATP6AP1-DT ATP6V0A4 ATP6V1D AXDND1 B3GALT4 B3GALT5 B3GNT3 B3GNT4 B3GNT6 B3GNT7 B3GNT9 B9D1 BAALC BACE1 BACE2 BAG1 BAG5 BAIAP2 BAIAP3 BAP1 BASP1 BBOF1 BBS4 BBS9 BCAN BCAR1 BCAS1 BCL2L15 BCL6 BCO2 BDH1 BDKRB2 BEND5 BEST4 BHLHE41 BICDL2 BLID BLK BMPR1B BNIPL BPIFB1 BTBD6 BTBD7 BTBD9 BTC BTD BTG4 C10orf67 C11orf16 C11orf52 C11orf71 C11orf97 C15orf48 C15orf62 C16orf89 C19orf33 C1orf116 C1orf87 C21orf58 C22orf15 C22orf23 C2CD2L C2CD4D-AS1 C2orf73 C2orf81 C4BPB C4orf19 C4orf3 C5AR2 C5orf63 C6 C6orf118 C6orf132 C6orf89 C7 C7orf57 C8orf34 C8orf34-AS1 C9orf152 C9orf72 CA12 CA5B CA6 CABCOCO1 CACFD1 CACNA1I CADM4 CALM1 CALML4 CAMK2G CAMKK1 CAMSAP1 CAND2 CAPN14 CAPN5 CAPN9 CAPS CAPS2 CAPSL CARD14 CASC2 CASP7 CASP9 CAST CASTOR3P CASZ1 CATSPER2 CATSPERD CATSPERE CBFA2T3 CBX7 CBY1 CC2D2A CCDC103 CCDC113 CCDC12 CCDC13 CCDC136 CCDC146 CCDC148 CCDC153 CCDC157 CCDC160 CCDC17 CCDC170 CCDC181 CCDC187 CCDC190 CCDC30 CCDC33 CCDC39 CCDC40 CCDC60 CCDC65 CCDC69 CCDC74A CCDC78 CCDC80 CCDC81 CCDC88C CCDC89 CCDC96 CCL28 CCN2 CCNA1 CCNO CCR6 CD163L1 CD180 CD19 CD1C CD1D CD200R1 CD22 CD40LG CD55 CD59 CD72 CD79B CD81-AS1 CDC14A CDC20B CDC42BPB CDH12 CDH26 CDHR1 CDHR3 CDK20 CDKL1 CDKL2 CDS1 CEACAM5 CEACAM6 CEACAM7 CELF6 CENPBD2P CEP112 CEP126 CEP164 CEP170B CEP19 CERT1 CES1 CES2 CES4A CETN2 CFAP100 CFAP107 CFAP119 CFAP126 CFAP157 CFAP161 CFAP206 CFAP20DC CFAP210 CFAP221 CFAP251 CFAP276 CFAP298 CFAP299 CFAP300 CFAP410 CFAP43 CFAP44 CFAP45 CFAP46 CFAP47 CFAP52 CFAP53 CFAP58 CFAP61 CFAP65 CFAP69 CFAP70 CFAP73 CFAP74 CFAP90 CFAP91 CFAP92 CFAP95 CFAP96 CFAP99 CGN CH25H CHD9NB CHL1 CHMP1A CHMP3 CHP2 CHRNA3 CHST6 CHST9 CIB1 CIB2 CIITA CIMAP1B CIMAP3 CIMIP1 CIMIP2A CIMIP2B CIMIP2C CIPC CIRBP CIZ1 CKB CKM CKMT1B CLBA1 CLCA4 CLCN4 CLDN10 CLDN23 CLDN3 CLDN7 CLDN8 CLEC4F CLEC4GP1 CLIC3 CLIC5 CLIC6 CLIP4 CLMN CLU CLUAP1 CLXN CMAHP CMTM8 CNFN CNGA4 CNKSR1 CNN2 CNPPD1 COBL COL1A1 COL25A1 COL28A1 COQ10A COQ4 COX7A1 CP CPEB1 CPEB3 CPLX3 CPPED1 CPQ CR1 CR2 CRACDL CRACR2A CRACR2B CRAT CRIP1 CRNN CROCC CRY2 CRYBG2 CRYL1 CRYM CRYZL2P CST6 CSTB CSTF2 CTH CTNNA1 CTNS CTSB CWH43 CXCL1 CXCL17 CXXC5 CXorf58 CYB561 CYB561A3 CYB561D2 CYP2A6 CYP2B6 CYP2B7P CYP2C8 CYP2E1 CYP2F1 CYP39A1 CYP4B1 CYSRT1 CYSTM1 DALRD3 DAW1 DBP DCAF5 DCDC1 DCDC2 DCDC2B DCST1-AS1 DCTN1-AS1 DDAH2 DDX28 DEF8 DEFB124 DEGS2 DELE1 DENND2C DENND6B DEUP1 DGCR2 DGKD DHCR24 DHRS3 DHRS9 DHX32 DIAPH2 DICER1-AS1 DIDO1 DIO1 DIXDC1 DLEC1 DLGAP1-AS1 DLGAP4-AS1 DMKN DMRT2 DNAAF1 DNAAF11 DNAAF3 DNAAF4 DNAAF6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJA4 DNAJB13 DNAJB2 DNAL1 DNAL4 DNALI1 DNASE1L3 DND1 DNER DOCK8-AS1 DOCK9 DOP1B DPP10-AS1 DRC1 DRC3 DRC7 DRD2 DTX4 DUBR DUOX1 DUOX2 DUOXA1 DUSP1 DUSP18 DUSP22 DUSP26 DYDC1 DYDC2 DYNC1H1 DYNC2H1 DYNLRB2 DYNLT1 DYNLT5 DZANK1 DZIP1L DZIP3 E2F4 EBF1 ECM1 ECRG4 EDAR EEIG1 EFCAB12 EFCAB2 EFCAB6 EFEMP2 EFHB EFHC1 EFHC2 EFHD2 EHD3 EIF1B-AS1 EIF4EBP3 ELF3 ELK3 ELL3 EMC3 EML2 EML6 ENKD1 ENKUR ENPP4 ENPP5 ENSG00000181123 ENSG00000265246 ENSG00000270159 ENSG00000280119 ENSG00000286330 ENSG00000290732 ENTPD3 EPAS1 EPB41L1 EPB41L4B EPHA2 EPIST EPN2 EPN3 EPPIN EPPK1 EPS8L1 EPS8L2 ERBB2 ERGIC1 ERICH3 ERICH5 ESPNL EVA1C EVPL EXD2 EXD3 EXPH5 EYA1 EYA4 EZR F3 FA2H FAM107A FAM107B FAM131A FAM149A FAM153A FAM153CP FAM174A FAM174B FAM182B FAM184A FAM209B FAM216B FAM219B FAM221A FAM229B FAM27C FAM3D FAM81B FAM83A FAM83E FAM86C1P FAM90A1 FANK1 FARP2 FAXDC2 FBLN7 FBXL13 FBXL2 FBXL7 FBXL8 FBXO15 FBXO34 FBXO36 FBXW10B FBXW9 FCER2 FCMR FCRL1 FCRL2 FCRL4 FCRLA FECH FGD2 FGF14 FGF14-AS2 FGF9 FGGY FHAD1 FHDC1 FHL1 FHL2 FILIP1 FKBP1B FKBP6P2 FLRT3 FMN1 FMO2 FMO5 FNDC11 FOCAD FOLH1 FOXA3 FOXJ1 FOXN3 FOXP1 FRAT1 FRMD4B FRMPD2 FUT2 FUT3 FUT6 FUT8-AS1 FYB2 FYCO1 GABRP GALC GALE GALNT12 GALNT14 GALNT4 GALNT5 GAN GAPVD1 GAS2L2 GAS8 GBP6 GCHFR GCLM GCNT3 GDA GDF15 GDPD3 GDPD5 GFOD2 GFOD3P GGT6 GGT7 GIHCG GIPC2 GIPR GIRGL GJB1 GK GLB1L GLIPR2 GLUL GMDS GNA11 GNA14 GNAL GNAQ GNE GNG7 GNMT GOLGA2 GOLGA2P5 GOLPH3-DT GON7 GORASP1 GPC1-AS1 GPD1L GPR160 GPR162 GPR182 GPRC5A GPRC5C GPRIN2 GPT2 GPX8 GRAMD1C GRHL2-DT GRHL3 GRIN3B GRK6 GRM5 GRM7 GSDMC GSKIP GSN GSTA1 GSTA3 GSTZ1 GUCY2C GULP1 H19 H2AC18 H2AC8 H2AJ H2BC21 H2BC4 HACD4 HDAC5 HECTD1 HEMK1 HES1 HEY1 HFM1 HHATL HHEX HHLA2 HIPK1 HLF HMGCL HOATZ HOMER2 HOPX HOTTIP HRK HS3ST6 HSBP1 HSD11B1L HSD17B8 HSPB8 HYDIN IDNK IDS IFFO2 IFITM10 IFT140 IFT172 IFT22 IFT43 IFT46 IFT56 IFT57 IFT88 IFTAP IGHA1 IGHD IGHG1 IGHM IGSF22 IK IKBKB IL18 IL20RA IL20RB IL22RA1 IL5RA ILRUN-AS1 IMPA2 INAVA ING2 INHBB INPP5A IP6K1 IQCA1 IQCD IQCG IQCH IQSEC1 IQUB IRAG1-AS1 IRAK2 ITGB8-AS1 ITPK1 ITPKC IYD JADE1 JDP2 JHY JMJD1C-AS1 JRK KALRN KAT5 KATNAL2 KATNB1 KATNIP KAZN KCNB1 KCNE1 KCNE3 KCNJ12 KCNJ15 KCNJ16 KCNK6 KCNMB2 KCNQ1 KCNQ1OT1 KCNT1 KCTD11 KDM7A KDM7A-DT KHDC1L KIAA0319 KIAA0513 KIAA1614 KIF13B KIF19 KIF21A KIF6 KIF9 KLF2 KLF5 KLF8 KLHDC7A KLHDC8B KLHDC9 KLHL14 KLHL3 KLHL32 KLHL41 KLHL6 KLK10 KLK11 KLK12 KLK13 KLRB1 KNDC1 KRT13 KRT14 KRT23 KRT4 KRT40 KRT7 KRT78 KRT80 LAYN LCA5 LCA5L LCN2 LDLRAP1 LEFTY2 LEKR1 LGALS3 LGALS7 LIAT1 LIMK2 LIN7B LINC00326 LINC00467 LINC00528 LINC00592 LINC00595 LINC00683 LINC00886 LINC00899 LINC00926 LINC00939 LINC00963 LINC01127 LINC01186 LINC01222 LINC01354 LINC01558 LINC01697 LINC01732 LINC01737 LINC01770 LINC01821 LINC01857 LINC02303 LINC02345 LINC02363 LINC02622 LINC02846 LINC03016 LINC03086 LIPH LITATS1 LLGL2 LMO2 LMO7 LNX1 LOC105376805 LOC107984974 LOC112268404 LOXL4 LPAR5 LPCAT4 LRG1 LRGUK LRP10 LRP11 LRP2BP LRRC10B LRRC18 LRRC23 LRRC27 LRRC34 LRRC36 LRRC4 LRRC43 LRRC46 LRRC56 LRRC71 LRRC73 LRRC8A LRRFIP1 LRRIQ3 LRTOMT LRWD1 LTF LXN LY6G6E LYL1 LYN LYPD6B LYPLA2 LZTFL1 MAB21L4 MACROD2 MAGED2 MAGI1 MAGI3 MAGIX MAGOH-DT MAILR MAJIN MAK MAL MALL MANSC1 MAOB MAP1A MAP1LC3A MAP2K3 MAP3K1 MAP3K13 MAP3K19 MAP3K9 MAP4K3-DT MAP6 MAPK3 MAPK8IP1 MARCHF10 MARCHF4 MASP1 MB MBOAT2 MBP MBTPS1-DT MCU MDH1B MDS2 ME3 MED11 MED15P9 MED16 MEF2C MEIG1 MEIS1 MEIS2 MEIS3P1 METRNL METTL27 MFSD4A MFSD6 MGAM MGLL MICAL3 MIDEAS MIEF2 MINDY1 MINDY4 MIPEP MIR141 MIR34B MIR449A MISP MKS1 MKX MLF1 MLPH MLYCD MMEL1 MMP15 MMP24 MMP24OS MNS1 MOB3C MOK MORN2 MORN3 MORN5 MOSPD3 MPHOSPH6 MPL MPP7 MPRIP-AS1 MPZL3 MRAP2 MRLN MROH8 MROH9 MRPS31 MS4A1 MS4A15 MS4A8 MSANTD2-AS1 MSI1 MSI2 MSLN MSMB MSRA MST1 MT1E MT1M MTF1 MTFR1L MTMR12 MTSS1 MUC1 MUC12-AS1 MUC13 MUC16 MUC20 MUC4 MUC5AC MUCL1 MVP MYCBP MYCBPAP MYCT1 MYEOV MYH11 MYH14 MYH4 MYL12B MYO1D MYO5B MYOF MYORG MYZAP NACAD NAPRT NATD1 NBEA NBL1 NDRG2 NEBL NEBL-AS1 NECTIN4 NEDD4L NEIL1 NEK10 NEK11 NEK5 NEXMIF NF1 NFATC1 NFE2L2 NFIA NFX1 NHERF1 NHLRC2 NHSL3 NIBAN2 NIBAN3 NINJ2-AS1 NIPAL2 NIPAL3 NIPSNAP3B NLRX1 NME5 NMU NOXA1 NPHP1 NQO1 NR2F2-AS1 NR4A2 NRAD1 NRAV NRXN3 NSUN7 NT5C2 NUCB2 NUDT16L2P NUDT7 NUMB NUP214 NUP50-DT NXF2 OCEL1 ODAD1 ODAD2 ODAD3 ODAD4 ODF2 ODF2L OGG1 OMG OR2A20P OR2A4 OR7E12P OR7E14P OR7E47P ORAI2 OSBPL10 OSBPL2 OSBPL6 OSBPL7 OSCP1 OTUD1 OXTR P2RY1 P2RY2 P4HTM PACRG PADI1 PALMD PAPOLA PAPOLA-DT PAQR7 PARVA PAX5 PCBP3 PCDH1 PCDH20 PCDH9 PCDHA9 PCP4L1 PCSK5 PCYT2 PDCD4 PDCD6IP PDE7B PDLIM2 PDXP-DT PDZD2 PDZK1IP1 PER1 PER2 PEX11A PEX11G PGAP3 PGAP4 PGM5-AS1 PHACTR1 PHEX PHF1 PHF7 PHLPP1 PHYHD1 PI3 PIAS2 PIAS3 PIERCE1 PIERCE2 PIGR PIH1D2 PIK3C2B PIK3IP1 PINK1 PINLYP PIP4P1 PITPNA PITPNM1 PITPNM3 PKHD1L1 PKLR PKN3 PLA2G10 PLAAT2 PLAAT4 PLAC4 PLAC8 PLBD1 PLCE1 PLEKHA6 PLEKHG2 PLEKHH1 PLEKHS1 PLIN3 PLLP PLPPR3 PLS1 PLXNB1 PNKD PNLDC1 POLD4 POLR2A POM121L4P POMGNT2 POR POU2AF1 PPARG PPDPF PPIL6 PPIP5K1 PPL PPOX PPP1R12B PPP1R13L PPP1R16A PPP1R36 PPP1R3C PPP2R5A PPP6R1 PRDM9 PRDX1 PRDX5 PRKAA2 PRKAR1A PRKAR2A PRKCD PRKCZ PRMT8 PROCA1 PROM1 PRR15 PRR15L PRR18 PRR29 PRRT3 PRSS22 PRSS23 PRSS27 PRUNE2 PSENEN PSKH1 PSMB8-AS1 PSPN PTGDS PTGR1 PTK6 PTPN21 PTPN3 PTPRH PTPRN2 PTPRO PTPRT PTPRU PWWP2B PXK PXN PYGL PZP QSOX1 R3HDM4 RAB11FIP1 RAB17 RAB36 RAB37 RAB38 RAB40B RAB43 RABL2B RAET1E RALGAPA2 RALGPS1 RALGPS2 RARB RASAL1 RASAL2 RASGRP2 RASSF1 RBKS RBM20 RBM24 RCAN3 RCSD1 RDH10 REC8 RECQL5 REEP1 REEP6 RERE REXO1 RFX2 RGS14 RGS22 RGS8 RHBDL2 RHCG RHOBTB2 RHOU RHOV RHPN2 RIBC1 RIBC2 RIIAD1 RINT1 RIPK3 RIPK4 RIPOR2 RMDN3 RNF103 RNF175 RNF183 RNH1 RNU4-78P RNU6-418P ROPN1 ROPN1L RORA RORB RORC RPL10 RPS6KA2 RPS6KA3 RPSA2 RPTN RRAD RSPH1 RSPH10B RSPH14 RSPH3 RSPH4A RSPH9 RTEL1 RUNDC3B RUNX1 RUNX1T1 RXRB S100A6 S100A9 S100P SAA1 SAA4 SAMD15 SAP25 SAPCD1-AS1 SARM1 SASH1 SAT1 SAT2 SAXO2 SAXO4 SCAMP2 SCARA3 SCEL SCGB1A1 SCGB2A1 SCIN SCNN1A SCNN1B SCRN1 SCRN2 SCUBE2 SDCBP2 SDR16C5 SEC14L3 SEC14L4 SECISBP2L SEL1L3 SELENBP1 SEPTIN5 SERHL SERINC2 SERPINB1 SERPINB11 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB6 SERPINB7 SERTAD4 SERTAD4-AS1 SETD3 SFMBT1 SGMS2 SGSM3 SH3BGRL2 SH3D19 SH3GL3 SHANK2 SHISA8 SHISAL2A SHLD1 SIGIRR SIK3 SIPA1L1 SIX1 SIX2 SLAIN2 SLC12A6 SLC13A3 SLC13A4 SLC15A2 SLC16A5 SLC16A7 SLC16A9 SLC17A1 SLC20A2 SLC22A16 SLC22A18 SLC22A4 SLC24A4 SLC25A14 SLC25A29 SLC26A2 SLC27A1 SLC27A2 SLC27A4 SLC27A6 SLC2A10 SLC34A2 SLC35C1 SLC37A1 SLC41A3 SLC44A4 SLC46A3 SLC51A SLC6A11 SLC6A14 SLC6A6 SLC9A1 SLC9C2 SLPI SMAGP SMBD1P SMDT1 SMIM14 SMIM2-AS1 SMIM22 SMIM5 SMIM6 SMPD2 SMPD3 SNED1 SNORD123 SNRK SNRPCP11 SNTN SNX22 SNX29 SNX31 SOBP SORBS2 SORT1 SPA17 SPACA9 SPAG1 SPAG16 SPAG17 SPAG6 SPAG7 SPAG8 SPATA17 SPATA18 SPATA24 SPATA33 SPATA4 SPATA6 SPATA6L SPATA7 SPATS1 SPDEF SPEF1 SPEF2 SPG7 SPINK2 SPINK5 SPIRE2 SPMIP6 SPNS2 SPNS3 SPOCK3 SPRR1A SPRR3 SPTLC2 SRD5A2 SRD5A3 SRGAP3-AS2 SRPX2 SSBP4 SSUH2 ST14 ST3GAL3 ST6GALNAC1 ST6GALNAC6 STAG3 STARD9 STEAP4 STIM1 STIMATE STK11IP STK24 STK32C STK33 STK40 STN1 STOM STOML3 STPG1 STPG3-AS1 STRBP STS STX18 STX7 SUGT1P4-STRA6LP-CCDC180 SUN1 SUNO1 SUSD6 SVEP1 SVOPL SWSAP1 SYBU SYNE1 SYNE4 SYNGR1 SYNPR-AS1 SYTL1 SYTL2 SYTL4 SYTL5 TACC2 TACSTD2 TADA2B TAX1BP1 TBC1D10A TBC1D22A TBC1D9 TCEA3 TCEAL3 TCL1A TCP11 TCTA TCTN1 TCTN2 TECPR2 TEKT1 TEKT2 TEKT3 TENT5B TEX26 TEX264 TFF3 TGFB1 TGM1 THRA THRB TIMP4 TIRAP TJP3 TK2 TLCD2 TLE2 TM7SF2 TMBIM1 TMC4 TMC5 TMCO5A TMCO6 TMED10 TMEM105 TMEM107 TMEM120A TMEM121 TMEM125 TMEM154 TMEM156 TMEM184A TMEM190 TMEM213 TMEM220 TMEM231 TMEM232 TMEM234 TMEM25 TMEM254 TMEM256 TMEM40 TMEM45B TMEM50B TMEM53 TMEM61 TMEM67 TMEM72 TMEM8B TMF1 TMPRSS11B TMPRSS11D TMPRSS2 TMPRSS3 TMPRSS4 TNFAIP8L1 TNFRSF10D TNFRSF13C TNFRSF14-AS1 TNFRSF19 TNFRSF21 TNFSF11 TNNC1 TNNC2 TNRC18 TNS1 TNXB TOGARAM2 TOLLIP TOM1 TOR4A TOX3 TP53INP2 TPCN1 TPO TPPP TPPP3 TPRG1L TPT1 TPTE2P6 TPTEP1 TRAF3IP1 TRAK1 TREML2 TRIM13 TRIM29 TRIM41 TRIM55 TRIM7 TRMT44 TRNP1 TRPM1 TSGA10 TSHZ2 TSLP TSNAXIP1 TSPAN1 TSPAN3 TSPAN6 TSTD1 TTC12 TTC16 TTC21A TTC22 TTC23L TTC29 TTC38 TTC39B TTC39C TTC6 TTC7A TTC9 TTLL10 TTLL13 TTLL5 TTLL9 TTTY8 TUBA1A TUBA4A TUBA4B TUBB2A TUBB4B TUBBP5 TUSC2 TXLNB UBAC2 UBL3 UBTF UBXN10 UCP2 UGCG UGT1A10 ULK4 UNC13B UNC5B-AS1 UPK1B USF3 USP19 USP2 USP4 USP43 USP51 UST VAMP5 VAMP8 VILL VIPR1 VMO1 VNN3P VPREB3 VPS11 VPS13D VPS37B VPS9D1 VSIG10L VSIG2 VSIR VSTM2L VTCN1 VTN VWA3A VWA3B VWA5A VWA8-AS1 WASHC2C WASIR1 WDR13 WDR17 WDR25 WDR26 WDR31 WDR38 WDR49 WDR54 WDR55 WDR86-AS1 WDR93 WDTC1 WEE2-AS1 WFDC2 WFDC21P WFDC3 WFS1 WLS WNT9A WRAP53 WWC1 WWP2 YIF1B YIPF2 YPEL2 YPEL3 ZBBX ZBED5-AS1 ZBTB14 ZBTB38 ZBTB42 ZBTB7A ZBTB7C ZC2HC1C ZC3H12A ZCWPW1 ZDHHC1 ZDHHC13 ZDHHC3 ZER1 ZFAND2B ZFP36 ZFYVE21 ZKSCAN2-DT ZMYND10 ZMYND12 ZNF106 ZNF185 ZNF19 ZNF20 ZNF204P ZNF214 ZNF295-AS1 ZNF395 ZNF396 ZNF439 ZNF445 ZNF473CR ZNF474 ZNF487 ZNF542P ZNF552 ZNF582-DT ZNF599 ZNF662 ZNF667 ZNF667-AS1 ZNF677 ZNF703 ZNF709 ZNF750 ZNF784 ZNF839 ZNF844 ZNF853 ZNF880 ZSCAN31 ZSWIM5 DODD_NASOPHARYNGEAL_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DODD_NASOPHARYNGEAL_CARCINOMA_UP AATBC AATF ABCE1 ABCF2 ABRACL ACSL4 ACTA2 ACTMAP ADA ADAM12 ADAM22 ADAM23 ADAMTS2 ADAR ADH5 ADIPOR2 ADNP ADNP2 ADO ADORA3 ADSL AEN AFAP1 AGK AGO2 AGO3 AGPAT3 AHCTF1 AHCY AIDA AIMP1 AIMP2 AIRIM AJUBA AK2 AK3P3 AKIP1 AKIRIN2 AKT3 ALDH8A1 ALG6 ALKBH2 ALYREF AMOTL1 ANAPC1 ANAPC5 ANAPC7 ANGEL2 ANGPT2 ANKIB1 ANKLE2 ANKRD22 ANKRD29 ANKRD46 ANLN ANO6 AP3M1 AP3M2 APBB2 APMAP APOC1 ARF3 ARHGAP11A ARHGAP11B ARHGAP8 ARHGEF10 ARHGEF40 ARID2 ARK2C ARL5A ARL6IP6 ARMC1 ARNT2 ARPP19 ASAP1 ASB3 ASB9 ASCC3 ASNS ASPM ATAD2 ATF4 ATF5 ATIC ATL2 ATP11C ATP2C1 ATP5MC3 ATP6V1B2 ATR AURKA AXL B3GALNT2 B3GALT6 B4GALT6 BAZ1B BCL2L11 BEX3 BFAR BGN BID BIRC5 BLMH BMPR1A BOD1 BRAP BRCA1 BRCA2 BRD4 BRI3BP BRIP1 BRIX1 BTG3 BUB1 BUB1B BUB3 BZW2 C10orf88 C11orf58 C11orf96 C15orf61 C18orf21 C18orf54 C19orf48P C1QB C1QBP C1orf131 C2orf69 C3AR1 C4orf46 C5orf34 C6orf141 C8orf33 CACNA2D1 CACYBP CAD CALD1 CALU CAMKK2 CAMTA1 CAND1 CAPRIN1 CASK CASP6 CASP8AP2 CAV1 CBX1 CBX2 CBX3 CBX5 CCAR1 CCDC14 CCDC150 CCDC18 CCDC28B CCDC59 CCDC71L CCDC77 CCL13 CCL2 CCL3 CCL4 CCL8 CCN3 CCNA2 CCNB1 CCNB2 CCND2 CCNE2 CCNF CCNG1 CCNT1 CCR1 CCSAP CCT2 CCT3 CCT4 CCT6A CCT6P3 CCT8 CCZ1 CD14 CD163 CD200 CD274 CD80 CDC25A CDC25C CDC27 CDC45 CDC6 CDC7 CDCA2 CDCA5 CDCA7 CDK1 CDK12 CDK4 CDKN3 CENPA CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPN CENPO CENPQ CENPU CEP135 CEP152 CEP170 CEP192 CEP55 CEP78 CHAF1A CHAF1B CHCHD3 CHCHD4 CHEK1 CHEK2 CHI3L1 CHN1 CHROMR CHST14 CHTOP CIAO2A CIP2A CISD2 CKAP2 CKAP4 CKAP5 CKS1B CKS2 CLASP1 CLCC1 CLEC4E CMSS1 CNIH4 CNOT2 CNOT9 CNPY2 CNTNAP2 COA1 COA7 COL10A1 COL15A1 COL1A1 COL1A2 COL22A1 COL27A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A3 COL8A1 COLGALT1 COPS2 COPZ1 CPOX CPSF3 CPSF4 CPSF6 CPT1C CRISPLD2 CRLS1 CS CSAD CSAG3 CSE1L CSTF1 CSTF3 CTDSPL2 CTPS1 CTSC CTSL CUEDC2 CUL1 CXCL10 CXCL11 CXCL9 CYC1 CYCS CYRIB DARS1 DBF4 DCAF6 DCTD DDHD1 DDX11 DDX18 DDX21 DDX39A DDX47 DDX50 DDX52 DDX55 DDX60 DDX60L DEGS1 DEK DENND1A DENR DEPDC1 DEPDC1B DEPP1 DERL1 DESI1 DHFR DHTKD1 DHX15 DHX33 DIABLO DIAPH3 DKC1 DLEU2 DLGAP5 DMD DNA2 DNAAF9 DNAJA3 DNAJB6 DNAJC14 DNAJC2 DNAJC9 DNM1L DOCK4 DOCK7 DONSON DPH5 DPY19L1 DPY19L4 DPYSL2 DRAM1 DSCC1 DSG2 DSN1 DTL DTYMK DUSP12 DUT DUXAP8 E2F1 E2F3 E2F6 EARS2 ECT2 EDRF1 EEF1E1 EFNB2 EGLN1 EIF1AX EIF2AK2 EIF2AK4 EIF2B1 EIF2S2 EIF3B EIF3J EIF3M EIF4E2 EIF5A2 ELAVL1 ELOC ELP3 EME1 EMILIN2 ENO1 ENOPH1 ENSG00000187951 ENTREP3 ENY2 EPB41L3 EPHB2 EPHB4 EPRS1 ERCC6L ERI1 ERICH1 ERVK3-1 ESCO2 ETNK1 ETV6 EXO1 EXOSC5 EXT1 EZH2 F2R FAF2 FAM111A-DT FAM171A1 FAM200A FAM72C FAM83B FANCG FANCI FANCM FARP2 FAS FASLG FASTKD1 FASTKD2 FASTKD3 FBH1 FBL FBN1 FBXO22 FBXO28 FBXO5 FCER1G FCGR1A FCGR2A FCGR3B FEN1 FERMT1 FEZ2 FGD6 FGF2 FGFR1OP2 FIGNL1 FJX1 FKBP14 FKBP1A FKBP4 FKBP5 FKBP7 FLAD1 FLVCR1 FMNL2 FN1 FNDC3B FNTA FOXM1 FOXO6 FOXRED2 FPR3 FRAS1 FRMD4A FRRS1 FSCN1 FUBP1 FUS FUT10 FXN FXR1 FZD7 G3BP1 GABPB1 GAD1 GALNT11 GALNT2 GAPDH GAPDHP73 GARS1 GARS1-DT GART GAS2L3 GAS5 GAS5-AS1 GASK1B GATA6 GBP1 GBP4 GBP5 GCA GCFC2 GFM1 GGCT GHR GINS1 GINS2 GINS3 GJA1 GLMP GLS GMNN GMPS GNAS-AS1 GNLY GNPDA1 GOLT1B GORAB GOSR2 GPATCH2 GPN3 GPR137B GPR89B GPSM1 GPSM2 GRB10 GREM1 GRPEL1 GRSF1 GSTO1 GTF2F2 GTF2H3 GTF3C3 GTF3C4 GTPBP10 GTPBP4 GUCY1B1 GXYLT1 GZMA GZMB GZMH H2AZ1 HACD3 HAUS1 HAUS6 HAVCR2 HDAC2 HDGFL3 HEATR1 HELLS HERC2P9 HIC2 HIP1 HJURP HMG20A HMGB2 HMGXB4 HMMR HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPH1 HNRNPLL HNRNPM HNRNPU HOMER3 HOXA10 HOXA3 HOXC6 HOXC9 HPRT1 HSP90B1 HSPA14 HSPD1 HSPE1 IARS1 ICAM1 ICE2 ID2 IDH1 IFI44 IFI44L IFIH1 IFIT3 IFNG IFRD1 IGSF6 IKBIP IL15 IL15RA ILF2 ILF3 IMMT IMPACT INHBA INPP4A INTS12 INTS13 INTS7 INTS8 IPO5 IPO9 IQGAP3 IRF6 ISG20L2 ITGA1 ITGAV ITGB3BP ITGB6 ITPR2-AS1 JMJD4 KANSL2 KATNBL1 KCNJ8 KCNMA1 KCTD3 KHSRP KICS2 KIF11 KIF14 KIF15 KIF18A KIF18B KIF1B KIF20A KIF20B KIF23 KIF2C KIF4A KITLG KLHL12 KLHL23 KLHL42 KLHL5 KNL1 KNOP1 KNSTRN KNTC1 KPNA2 KPNB1 KREMEN2 L3MBTL4 LAMA4 LAMB1 LAMC1 LAMP2 LAP3 LARS1 LCTL LDHA LGALS1 LHFPL2 LHX2 LIN9 LINC00173 LINC00622 LINC00665 LINC00839 LINC01094 LINC01943 LINC03026 LINC03104 LLPH LMAN1 LMBR1 LMNB1 LMNB2 LOC105379499 LRPAP1 LRPPRC LRR1 LRRC40 LSM12 LSM5 LSM6 LSM8 LTV1 LUC7L2 LUC7L3 LYAR MAD2L1 MAGOHB MAGT1 MALSU1 MANEA MANEAL MAP2K4 MAP3K20 MAPKAPK5 MAPRE1 MARCKSL1 MARK1 MARS1 MARS2 MASTL MAT2A MBTD1 MBTPS2 MCCC2 MCM10 MCM2 MCM3 MCM4 MCM6 MCM7 MCM8 MCMBP MCPH1-DT ME2 MED21 MED28 MELK MEMO1 METTL1 METTL21A METTL5 METTL8 MFF MFSD14A MGME1 MICAL2 MIEF1 MINPP1 MIR17HG MIR181A2HG MIR3682 MIR3685 MIS18A MKI67 MKKS MKLN1 MLLT11 MMD MMP1 MMP12 MMP3 MND1 MNDA MORC4 MPHOSPH9 MPZL1 MRM2 MRPL19 MRPL24 MRPL3 MRPL30 MRPL32 MRPL42 MRPL9 MRPS17 MRPS23 MS4A4A MSH2 MSH6 MSL1 MSR1 MTCL1 MTERF3 MTF2 MTFR2 MTHFD1L MTHFD2 MTHFD2L MTMR4 MTPAP MTR MTRFR MTRR MTX2 MYC MYDGF MYNN MYO19 NAA15 NAA25 NAA50 NAP1L1 NAPEPLD NAV1 NBN NBPF9 NCAPD3 NCAPG NCAPG2 NCAPH NCBP1 NCBP2 NCL NDC1 NDC80 NDUFAF4 NDUFAF5 NDUFAF6 NDUFB9 NEDD1 NEDD4 NEIL3 NEK2 NEMP1 NF1 NFE2L3 NFYB NID1 NIFK NIPSNAP1 NLN NMD3 NME1 NNT NOC3L NOL11 NOL8 NOLC1 NOM1 NONO NOP16 NOP2 NOP56 NOP58 NOPCHAP1 NPC1 NPL NPM1 NPM1P22 NPNT NRAS NREP NRXN1 NSD2 NSD3 NT5M NTAN1 NTPCR NTRK2 NUAK1 NUCKS1 NUDCD1 NUDT1 NUDT3 NUF2 NUP107 NUP133 NUP155 NUP160 NUP205 NUP35 NUP37 NUP42 NUP43 NUP54 NUP58 NUP62 NUP85 NUSAP1 NUTM2A-AS1 NXT1 OAS3 OIP5 OLA1 OLFM1 ORC2 ORC3 ORC5 ORC6 OSBPL1A OSGEPL1 OSTC OTUD6B OTULIN PA2G4 PABPC4L PAICS PAIP1 PALB2 PAN2 PANK1 PAPSS2 PARAIL PARP12 PARPBP PATL1 PAWR PAXBP1 PAXIP1 PBK PCDH17 PCDH18 PCLAF PCNA PCOLCE2 PCSK6 PDCD5 PDGFRL PDHA1 PDRG1 PDSS1 PFDN2 PFDN4 PGAP1 PGK1 PHB1 PHB1P19 PHF14 PHF5A PHGDH PIGM PIGW PIK3C2A PILRA PIMREG PINX1 PITPNB PKP4 PLA2G4C PLA2G7 PLAGL2 PLAU PLK4 PLPBP PLPP4 PLXNA1 PM20D2 PMAIP1 PMP22 PMS1 PMS2 PNN PNO1 PNPT1 POGLUT1 POGLUT2 POLA1 POLE2 POLG2 POLQ POLR1A POLR1B POLR2B POLR2D POLR2H POMGNT1 POMK POP1 POSTN POT1 PPA1 PPAT PPIA PPIF PPP3R1 PPRC1 PRC1 PRF1 PRIM1 PRIM2 PRIMPOL PRKDC PRLR PRMT1 PRMT3 PRNP PROSER1 PRPF40A PRR11 PRR5 PRRC2C PRRX1 PSAT1 PSMA1 PSMA2 PSMA4 PSMA7 PSMB2 PSMB3 PSMC3IP PSMD14 PSMG1 PSPH PSRC1 PTBP2 PTCD3 PTEN PTGS2 PTPN14 PTRH2 PTTG1 PTTG3P PUS1 PUS7 PUS7L PWP1 PXMP2 QDPR QKI QSER1 QTRT2 R3HDM1 RABGGTB RACGAP1 RAD1 RAD18 RAD21 RAD51 RAD51AP1 RAD51C RAD54B RAD54L RAI14 RAN RANBP1 RANBP2 RASSF4 RBBP4 RBBP8 RBBP9 RBFOX2 RBIS RBL1 RBM15 RBM28 RBM34 RBM4 RBMX RBMX2 RBPJ RCC2 RCCD1 RCHY1 RCL1 RCN1 RCN2 RECQL RFC1 RFC3 RFC4 RFC5 RGS4 RHEBP1 RHNO1 RHOT1 RIDA RIF1 RIGI RILPL1 RINT1 RIPK2 RMI2 RNASEH1 RNASEH2A RNF139-DT RNF213 RNF4 RNPS1 RNU6-73P RO60 ROBO1 RPE RPL22 RPL30 RPL31 RPL35A RPL37A RPL6 RPL7L1 RPLP0 RPN2 RPRD1A RPS15 RPS15A RPS19 RPS21 RPS24 RPS6KB1 RRM1 RRM2 RRN3 RRP15 RRP1B RSAD2 RSKR RSL1D1 RSRC1 RTKN S100PBP SAC3D1 SACS SARNP SASS6 SBF2-AS1 SCAI SCD5 SCML1 SCML2 SCNN1G SCYL2 SDC2 SDCCAG8 SEC61A2 SEH1L SELENOI SEMA6A SENP1 SENP6 SEPHS1 SERPINE1 SETMAR SF3A3 SF3B1 SF3B4 SFXN1 SGIP1 SGO1 SGO2 SH2B3 SHANK3 SHMT2 SIGLEC1 SIKE1 SKA3 SKP2 SLBP SLC16A1 SLC1A3 SLC25A13 SLC25A17 SLC25A32 SLC25A36 SLC25A40 SLC30A6 SLC30A7 SLC35F2 SLC39A10 SLC39A14 SLC39A6 SLC44A1 SLC5A6 SLC7A5 SLC9A7 SLCO5A1 SMARCA4 SMARCAD1 SMARCE1 SMC1A SMC2 SMC4 SMG1 SMIM10L1 SMIM30 SNAP47 SND1 SNHG12 SNHG15 SNHG16 SNHG26 SNHG29 SNHG6 SNHG8 SNORD30 SNRPA SNRPD1 SNRPE SNRPF SNRPG SNX10 SNX5 SOCS1 SOCS2 SOCS5 SOX4 SOX6 SPAG5 SPARC SPATS2 SPDL1 SPG21 SPIN1 SPINDOC SPMIP1 SPOPL SRC SRP72 SRSF1 SRSF10 SRSF2 SRSF3 SRSF7 SSBP1 SSTR2 SSX2IP ST20 STAMBP STAR STARD3NL STAT1 STK3 STMN1 STRAP STX16 STX6 SUB1 SULF1 SUMO1 SUMO2 SUPT7L SUPV3L1 SUV39H2 SUZ12 SYNPO2 TAF1A TAF1D TAF4B TAF5 TANK TARBP1 TARS1 TBC1D24 TBCE TBK1 TCF12 TCF3 TCTN3 TDG TDO2 TET1 TFAM TFB2M TFCP2 TFRC TGIF2 TGS1 THAP2 THAP9-AS1 THBS2 THOC1 THUMPD2 THY1 TIA1 TICAM2 TICRR TIGAR TIMELESS TIMM10 TIMM21 TIMM23B TIMMDC1 TIPIN TIPRL TK1 TLE1 TM2D2 TM6SF1 TM7SF3 TMA16 TMED4 TMEFF1 TMEM167A TMEM168 TMEM200C TMEM209 TMEM33 TMEM38B TMEM39A TMEM69 TMEM70 TMEM97 TMPO TNFAIP6 TNFRSF10B TNFRSF9 TNFSF15 TNFSF4 TNIP3 TNPO1 TOMM40 TOMM70 TOP2A TOPBP1 TOR1A TOR1AIP2 TP63 TPI1 TPT1-AS1 TPX2 TRA2B TRAM2 TRAP1 TREX2 TRIAP1 TRIM24 TRIP6 TRMT61B TRPM7 TRUB1 TSEN15 TSFM TSR1 TTF2 TTI1 TTK TTLL4 TUBB TUBGCP4 TUG1 TWNK TWSG1 TXNDC12 TXNL4A TYMS TYROBP U2AF1 U2AF2 U2SURP UBA2 UBA5 UBAP2L UBE2C UBE2E3 UBE2F UBE2G2 UBE2L3 UBE2T UBE2Z UBE3A UBE3C UBFD1 UBXN2B UBXN4 UCHL5 UCK2 UHRF1 UMPS UNG UPF3B UQCC2 UQCC6 UQCRH URB2 URI1 USP14 USP18 USP31 UTP14A UTP18 UTP25 UTP6 VANGL2 VASH2 VCAN VEZT VPS53 VPS54 VRK2 WBP11 WDHD1 WDR3 WDR4 WDR43 WDR75 WDSUB1 WRN XAF1 XG XPO1 XPO5 XPOT XRCC4 XRCC5 XRCC6 YAF2 YARS1 YARS2 YBX1 YEATS2 YWHAG YWHAH YWHAQ ZBED3 ZBTB2 ZBTB24 ZC3H11A ZC3H15 ZC3H8 ZCRB1 ZDBF2 ZFAS1 ZFR ZGRF1 ZIC2 ZKSCAN3 ZNF100 ZNF112 ZNF117 ZNF121 ZNF124 ZNF131 ZNF138 ZNF140 ZNF146 ZNF195 ZNF207 ZNF234 ZNF26 ZNF260 ZNF267 ZNF280C ZNF281 ZNF286A ZNF317 ZNF367 ZNF37A ZNF431 ZNF45 ZNF473 ZNF512 ZNF519 ZNF532 ZNF547 ZNF557 ZNF561-AS1 ZNF562 ZNF567 ZNF587 ZNF614 ZNF618 ZNF678 ZNF697 ZNF718 ZNF780A ZNF805 ZNF81 ZNF84 ZNF92 ZNG1A ZNRF3 ZSCAN32 ZWILCH ZWINT ZZZ3 DONATO_CELL_CYCLE_TRETINOIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DONATO_CELL_CYCLE_TRETINOIN ABI1 ATR BTG2 MNT SKAP2 TOB1 DORMOY_ELAVL1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORMOY_ELAVL1_TARGETS ACTB ATXN2 BAAT BAG2 CCNA2 CCND3 CDC7 CDK2 CDKN3 CNNM2 EDNRA IL6 MYT1 PDCD10 PDCD1LG2 PIDD1 RBM8A SPAG9 DORN_ADENOVIRUS_INFECTION_12HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_12HR_DN ANPEP BACE2 CCND1 CCNK CD83 COL7A1 EFNA1 ELF3 EWSR1 FHL2 FUBP3 H1-0 H2AC8 H4C2 HNRNPH1 IER3 IL6 KYNU LIMA1 MAP2K3 MCL1 MYC NFE2L2 NFKBIA SDCBP SGK1 SH3BP5 SRSF5 SYNCRIP TNFRSF12A TOP2A TRAF4 TXNRD1 DORN_ADENOVIRUS_INFECTION_12HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_12HR_UP ATF4 BCAR3 CCN1 CYTH1 EGR3 ELL2 EPHA2 FUBP1 H2BC12 IFIT1 IFIT2 JUNB KLRC2 KRT14 KRT19 MFAP2 MMP15 NFKB2 NR4A1 PDE2A PLK2 RAB1A RASL12 RIGI SERPINB5 SNAI2 SRSF1 TSC22D3 DORN_ADENOVIRUS_INFECTION_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_24HR_DN BCAR3 CCN1 CCND1 CD83 COL7A1 CYTH1 EFNA1 EGR3 ELL2 EPHA2 EWSR1 FHL2 FUBP1 FUBP3 H1-0 H2BC12 IER3 IFIT2 IL6 JUNB KLRC2 KRT19 LIMA1 MAP2K3 MCL1 MFAP2 NFE2L2 NFKB2 NFKBIA NR4A1 PLK2 RAB1A SDCBP SGK1 SH3BP5 SNAI2 SRSF1 SRSF5 TNFRSF12A TOP2A TRAF4 TXNRD1 DORN_ADENOVIRUS_INFECTION_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_24HR_UP ANPEP ATF4 BACE2 ELF3 HNRNPH1 KRT14 MYC PDE2A RASL12 SERPINB5 SYNCRIP TSC22D3 DORN_ADENOVIRUS_INFECTION_32HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_32HR_DN BCAR3 CCN1 CCND1 CD83 COL7A1 CYTH1 EFNA1 EGR3 ELL2 EPHA2 EWSR1 FHL2 FUBP1 FUBP3 HNRNPH1 IER3 JUNB KLRC2 KRT14 KRT19 MAP2K3 MCL1 MFAP2 NFE2L2 NFKB2 NFKBIA NR4A1 PLK2 RAB1A SDCBP SERPINB5 SGK1 SRSF1 SRSF5 SYNCRIP TNFRSF12A TRAF4 TXNRD1 DORN_ADENOVIRUS_INFECTION_32HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_32HR_UP ANPEP ATF4 BACE2 ELF3 H2BC12 IFIT2 MYC PDE2A RASL12 TOP2A TSC22D3 DORN_ADENOVIRUS_INFECTION_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_48HR_DN BCAR3 CCN1 CCND1 CCNK CD83 COL7A1 CYTH1 EFNA1 EGR3 ELL2 EPHA2 EWSR1 FHL2 FUBP1 HNRNPH1 IER3 IL6 JUNB KLRC2 KRT14 KRT19 MAP2K3 MCL1 MFAP2 NFE2L2 NFKBIA NR4A1 PLK2 RAB1A SDCBP SERPINB5 SGK1 SNAI2 SRSF1 SRSF5 SYNCRIP TNFRSF12A TRAF4 TXNRD1 DORN_ADENOVIRUS_INFECTION_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORN_ADENOVIRUS_INFECTION_48HR_UP ANPEP ATF4 BACE2 ELF3 FUBP3 H2BC12 IFIT2 MYC NFKB2 PDE2A RASL12 SH3BP5 TOP2A TSC22D3 DORSAM_HOXA9_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORSAM_HOXA9_TARGETS_DN BMAL1 BMI1 CD36 CDC37 CISH CLCN7 DCT DYNC1LI2 FCGRT FXR1 GATA2 GLRX HBE1 IGF2 JUN JUNB KRT18 LYN MAN2A2 MYC OSBPL8 RBBP6 SBNO1 SDC4 SDCBP SERPINB9 SRP72 SRSF11 TPR TSC22D3 VHL WSB1 DORSAM_HOXA9_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORSAM_HOXA9_TARGETS_UP ADD3 AHCYL1 ALDH1A1 ARHGAP11A ARL3 ARPC5 CALB1 CDK7 CELF1 CTH DHX8 ETS2 GNG10 GTPBP1 HMGN2 HNRNPU INPPL1 MAFG MAN2A2 MYB NLK OSBPL9 PCMT1 PHOX2A PIM1 PKNOX1 RAB31 RAP1B RNF103 RPL27A SERINC1 SRSF11 ST13 VIM YES1 DORSEY_GAB2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DORSEY_GAB2_TARGETS ACVR1 AKAP12 ARHGAP25 ATP1B1 CCRL2 CD44 CD69 COL1A1 COL6A3 CRYAB DUSP5 GK GNG11 GRIK1 GSN HSD17B1 IL13RA2 ITGA2B ITGB3 PHLDA2 PRSS1 PRSS3 REN SERPINE1 SMAD7 SPARC STC1 TFPI2 THBS1 TNFRSF9 DOUGLAS_BMI1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOUGLAS_BMI1_TARGETS_DN ABHD4 ACAD9 ACSL4 ACSS3 ACTA2 ADAL AGPAT3 AMDHD2 ANAPC1 ANKS1A APAF1 APBB3 API5 APOBEC3D ARAP1 ARHGAP19 ARK2N ARL1 ARL5B ARL6IP1 ARMCX1 ATP10D ATP6V0D1 ATP6V1A AZIN1 B4GALT6 BCL2L13 BIRC2 BIRC3 BMAL1 BMI1 BPGM BST2 BTN3A1 BVES C2CD2 C6orf58 CALCRL CASP8 CBR4 CCDC25 CCL18 CCNDBP1 CCNG2 CCZ1 CD2AP CEP57 CGGBP1 CHEK1 CHUK CLCN3 CLCN7 CLIC2 CLIP4 CLU CMTR1 COG5 COL1A2 COL3A1 COL5A2 COX15 CPEB4 CREBL2 CSNK1D CSRNP3 CTC1 CTSD CYB561A3 CYB5D2 DBNL DCAF12 DCAF17 DCAKD DCP2 DDI2 DDX60L DHX58 DIDO1 DNAJC16 DSG3 DUSP3 ECH1 EGF ELAVL1 ELMOD2 ENPP1 EPDR1 ETNK1 EXD2 FAM199X FAM234A FAM91A1 FCHSD2 FGD6 FGGY FLVCR1-DT FOXRED1 FRK FZD6 G6PC3 GADD45G GNAI3 GNPDA1 GOLGA3 GOLPH3L GOLT1B GPM6A GPR137B GPRC5A GTPBP2 H1-0 HELB HERC6 HMOX2 ICAM1 ICAM2 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFT46 IL1RAP IL32 IL7R INSIG1 INSIG2 IREB2 IRF9 ISL1 ITGA1 IVD JKAMP KATNAL1 KLHDC10 KLHL12 KLHL18 KLHL24 KLHL28 KPNA5 KPNA6 LANCL1 LCP1 LIN7C LIPH LIPI LPP LRIG3 LRP1B LRRC37A M6PR MAPK6 MED16 MFSD1 MFSD14B MICU1 MIF4GD MIS18A MLC1 MOCS2 MPV17 MR1 MRGPRX3 MTMR14 MVP MYEF2 N6AMT1 NAGK NECAP1 NEU1 NFKB2 NFKBIZ NGLY1 NHLRC2 NIPAL3 NIT1 NKIRAS2 NOL4 NSRP1 OAS1 OAS3 OPTN OSBPL8 OTUD4 OXNAD1 PAAF1 PAFAH2 PAG1 PAN2 PANK1 PARM1 PBXIP1 PCMTD1 PCMTD2 PCYT1A PDE1A PEX16 PGAP2 PGM2L1 PHKB PIGO PIGS PIK3CB PIP4K2C PITX2 PLEKHA1 PLSCR4 PPCS PPP3CA PSMB9 PSMD5 PTCD2 PUDP RAB8B RAP2C RAPGEF2 RARB RASA1 RBCK1 RBM47 RECQL5 RETREG3 RMND5B RNF141 RNF168 RO60 RPIA RPRD1B RPS12 RRAGC RSC1A1 RUSF1 RWDD2B RXFP2 S100PBP SARAF SDE2 SEMA3A SERINC1 SERINC3 SESN3 SGCZ SGK1 SHKBP1 SHPK SIDT2 SKP2 SLC10A7 SLC16A4 SLC20A2 SLC33A1 SLC35E3 SLC39A8 SLC7A11 SLC9A8 SLFN5 SMIM14 SNRK SNX11 SOAT1 SOX6 SP100 SPRTN SPRYD3 SQSTM1 STAT1 STAT6 STK38L STRA6 STX4 STYXL1 SUN2 TACC1 TAF10 TAFA2 TBC1D13 TBC1D7 TBCEL TCTA TDG TDRKH TIGD1 TKFC TM7SF3 TMBIM1 TMED8 TMEM127 TMEM144 TMEM164 TMEM175 TMEM179B TMEM63A TNFAIP3 TNFRSF9 TOP1P1 TOR1B TPM3 TPP1 TRAPPC14 TSPAN31 TSPYL5 UBE4B UNKL UROS VEZT VPS36 WEE1 WNT10A YIPF4 ZBTB41 ZDHHC12 ZDHHC4 ZFYVE1 ZFYVE26 DOUGLAS_BMI1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DOUGLAS_BMI1_TARGETS_UP AASS ABCA2 ACACA ACBD3 ACIN1 ACYP1 ADA ADA2 ADAMTS1 ADARB1 ADCY9 ADCYAP1R1 ADGRA2 ADGRB2 ADI1 AEN AGAP3 AGO2 AGPAT5 AKAP8 AKT1S1 ALDH1A3 ALDH9A1 ANAPC15 ANGPTL2 ANKDD1A ANKH ANKRD29 APCDD1 APEH APLP1 ARG2 ARHGAP17 ARID1B ARL13B ASH1L ASIC1 ATE1 ATF1 ATF2 ATG9A ATP11C ATP13A3 ATP1B1 B3GAT1 B4GALNT3 B4GALT5 BAALC BAG4 BARX1 BASP1 BCL9 BCOR BET1 BGN BHLHE22 BLOC1S5 BLTP2 BMP7 BOC BRD3OS C11orf24 C12orf75 C15orf39 C1QL1 CABLES1 CACHD1 CACNA1G CACNB3 CALML4 CAMKV CARM1 CARS2 CCDC180 CCDC3 CCT8 CD320 CDH23 CDH24 CDK14 CDK2AP1 CDKN3 CDON CEACAM21 CENPV CERCAM CERS1 CHD3 CHEK1 CITED2 CKB CLCN2 CLDND1 CLIC4 CLPP CMTM7 CNIH2 CNIH4 CNOT6 CNTNAP2 COL13A1 COL16A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 CORO1A CPNE7 CPXM1 CRABP1 CRMP1 CRYM CS CTSC CTXN1 CXCL14 CYB5B CYP27B1 CYP27C1 CYRIA DAB2IP DAP3 DCBLD2 DCHS1 DCXR DDX6 DHX40P1 DHX9 DIDO1 DKK2 DKK3 DLG4 DLGAP4 DLX5 DNAJC7 DNER DNMT1 DOCK6 DSP DUS3L DUSP26 DUSP6 E2F3 ECM1 EDIL3 EFHD1 EFNB1 EIF1AXP1 EIF2B4 EIF4A3 EIF4E2 EIF4E3 ELN EMC9 EML3 EMP2 EYA2 F2R FAAP20 FAM110A FAM135A FAM174C FAM83D FARP1 FASN FBN3 FGF13 FGFR4 FHL3 FKBP4P7 FN1 FRMD4A FSD1 FTSJ1 FXYD5 FZD1 FZD5 GAL GALNT14 GALNT17 GDF11 GDI2 GFRA1 GLB1L2 GLI3 GLO1 GNAZ GNL2 GPN1 GPR162 GPRC5B GRK2 GRP GRPEL1 GSC GSN GTF3A H4C13 H4C2 HDAC7 HIP1 HIPK3 HK2 HMGA1 HMGB2 HNRNPD HNRNPUL1 HOXC11 HOXC9 HPS3 HR HRAS HSP90AA2P HUNK HYAL2 HYOU1 ICMT IDH3A IFRD2 IGDCC4 IGSF9 IL10RB IL11RA IL27RA IL6ST ILF3 IMPDH1 INA INPP4B INPP5A INPPL1 INS-IGF2 IPO11 IQGAP1 IQSEC1 IRS2 ISOC2 ITGB5 ITPKA KAT5 KCNAB3 KCTD12 KCTD15 KDM1A KIAA0408 KIF11 KIF20A KLF11 KLF13 KMO KMT2A KPNA1 LAMTOR1 LAMTOR3 LANCL2 LARP6 LGR5 LMNB2 LOXHD1 LOXL1 LOXL2 LPAR3 LPCAT1 LRATD2 LRP8 LRRC17 LSM14A LSM7 LUZP1 MACF1 MAP3K12 MAP3K21 MAPK1IP1L MAPK3 MBOAT7 MCAM MED13L MED15 MFAP4 MFSD2A MGARP MGAT1 MMP2 MPP1 MPRIP MRM1 MRPS35 MRPS6 MSX2 MTFP1 MTHFS MTMR1 MTMR6 MTPN MTURN MYB MYBBP1A NCLN NCOA5 NCOR2 NDN NDUFA5 NEIL2 NELL2 NEO1 NFYA NID1 NKX2-2 NMNAT3 NOG NOL12 NOTCH1 NOTCH3 NPAS2 NPTN NR2F2 NR4A1 NT5DC2 NUDCD1 NUDT15 NUP43 NUP93 NXPH4 OBSCN OIP5 OLFM1 OLFML3 OSBPL11 OSGIN2 P2RX5 PACC1 PANK3 PAPPA PAWR PCBP4 PCGF1 PCSK6 PDE1B PDE4A PDE9A PDGFA PDGFC PDP1 PEA15 PEG10 PGAM5 PIAS2 PIGW PITHD1 PITPNA PJA2 PKIA PLCB3 PLOD1 PLOD3 PLPP2 PLPPR2 PLTP PLXNA3 PMAIP1 PNP PODXL POGLUT3 POLD3 POLR1A POLR2C POLR3E POLR3K PPIF PPP1R1A PRC1 PRDM8 PRKAR2B PRMT5 PRPS2 PRRC2B PSMC3IP PTGFRN PTP4A1 PTP4A2 PTPN5 PTS PWWP2B PXYLP1 PYGB QKI RAB11FIP1 RAB15 RAB26 RABL6 RALB RALGDS RAP2B RASAL2 RASL10B RBM15B RBM24 RBM38 RBP1 RBPJ RBPMS2 RCL1 RDX RECQL4 REEP4 RGS19 RGS4 RHOBTB2 RIT1 RND2 RNF122 RNF145 ROS1 RP2 RPS19BP1 RTF1 RUSC1 RUVBL2 RYK S100A10 SAMD1 SAR1B SARM1 SBNO1 SCAMP1 SCARB1 SCD SCD5 SDC1 SEC24B SEC63 SELENOI SEPTIN5 SF3B4 SGTA SH3BP5 SH3PXD2A SHANK1 SHLD2 SLC16A1 SLC17A7 SLC1A3 SLC25A10 SLC29A1 SLC29A4 SLC2A1 SLC37A4 SLC39A14 SLC41A1 SLC6A6 SLC7A3 SLCO4A1 SMAD6 SNORD41 SNORD62A SNX27 SOCS4 SP3P SPAG5 SPR SPRED2 SPRING1 SPTBN2 SPTLC1 SRD5A3 SREBF1 SRF SS18 SS18L1 STEAP3 STK35 STX2 SUCLG1 TAOK2 TARBP2 TBC1D16 TBX5 TCAF2P1 TCF3 TCFL5 TCIRG1 TDO2 TEAD1 TENT4A TEX15 THEMIS2 THG1L THY1 TIMP2 TIMP3 TIPARP TLCD3A TLE5 TLN1 TMEFF1 TMEM163 TMEM184B TMEM268 TMEM41A TMEM50B TMEM51 TMEM54 TNFAIP6 TNFRSF10D TNFSF13B TNRC6A TOMM34 TOP1MT TP53I11 TPM1 TPM2 TPPP3 TRAM2 TRIAP1 TRIB2 TRIL TRIM3 TRMT6 TRPV4 TSPAN7 TUB TUBB2A TUBB2B TUBB4A TUBB6 TYSND1 UBE2Q2 UBL4A UBTF UCK1 UCKL1 UGCG UGP2 ULK1 UNG URGCP USP31 USP39 UXS1 VSIG10 VSTM4 VWCE WASF1 WDFY1 WDR90 WNT5A WWC3 XPR1 XYLT2 YES1 YWHAH ZBED4 ZDHHC20 ZFAND6 ZFYVE9 ZIC2 ZMYND19 ZNF146 ZNF367 ZNF584 ZNF92 ZYX DUAN_PRDM5_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUAN_PRDM5_TARGETS ACSBG1 ADARB2 ALX4 APOBEC3B ARID3B CACNA1C CCDC33 CD99 CDC42EP4 CDH4 CEMIP CKLF CLDN16 CLK3 CMKLR2 COL19A1 CYB5D1 CYP3A7 DKK3 E2F3 EBF1 EDNRA EED EMID1 ENO2 ETS2 EVL FBXO33 GABPA GADD45B GCK GOLGA6A H4C16 ID2 IL6R INSYN1 INTS3 ISLR ISLR2 LRRC37A3 MYB MYC MYD88 MYOM2 NAV2 NCOA7 NLRC5 NOTCH1 NOTCH2 NREP OVOL1 PALM2AKAP2 PAX5 PAX6 PHC1 PIAS3 PML POU2F3 POU5F1 PPIL2 PPP1R12B PSG1 RARA RUNX1 RXRB S100A2 SIK1 SNRNP48 SOCS3 SOX2 STK32C TCEANC TINAGL1 TP53 UBL7 WNT10B ZFPM1 DUNNE_TARGETS_OF_AML1_MTG8_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUNNE_TARGETS_OF_AML1_MTG8_FUSION_DN ADAM12 BAALC CD34 CKB DEPTOR DUSP6 ECM1 EDIL3 ELK3 FOSL2 ID1 IFI16 MEF2C MTSS1 RANBP2 RUNX1T1 SAMSN1 SLC2A3 TSPAN7 DUNNE_TARGETS_OF_AML1_MTG8_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUNNE_TARGETS_OF_AML1_MTG8_FUSION_UP ACOT7 ALDH3B1 ALOX5AP ARL15 ATG16L2 ATP2B4 AZU1 BPI BTG1 C11orf21 CAT CD24 CD302 CEACAM6 CMTM3 CSF3R CST7 CTSG CXCR4 FNBP1 GCA HSPA6 ICAM3 IGFBP7 IL6R ITM2C LAPTM5 LCP1 LIN7A LST1 LYZ MS4A3 MYO1F NFE2 NKG7 NUCB2 OS9 PLAC8 PRG2 PRRC2C PSME3IP1 PSTPIP1 PTGER4 RASGRP2 RNASE2 RNASE3 S100A8 SAMSN1 SELPLG SLA SPCS3 SRGN TRGC2 DURAND_STROMA_NS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURAND_STROMA_NS_UP ABHD6 ACSBG1 ADAMTSL3 AIG1 AIM2 ALDH7A1 ALKBH7 AMPD3 ARHGAP26 ARNT2 ATOH8 ATRNL1 BICD1 BNC1 BRINP3 C11orf52 CA12 CEP126 CHN2 CMBL COA3 CPA6 CREB5 CRYAB CTSC CTSK DCN DDX19B DMPK DMRT2 DNAJC27 DNPH1 DUSP16 DUSP6 ELOVL4 EPOR EXOC6 EZR F2R FAM110C FBLIM1 FETUB FEZ1 FOXQ1 FOXRED2 FRAT1 FZD7 GATA4 GATA6 GCH1 GDF15 GDPD1 GJB3 GLIPR1 GPR149 GPR176 GPR39 GPRC5A GPX7 GREM1 GREM2 H2AJ HAVCR2 HECTD2 HHAT HIVEP2 HLA-A HS3ST1 ICA1 IL1RL2 INSL6 ITPR1 JAM2 KIAA1217 KIAA1671 KLF4 KRT19 LFNG LLGL2 LMO7 LPAR2 LPAR6 LPCAT4 LY9 MAN1A1 MAP3K6 MFSD2A MLF1 MPP7 MRPL35 MRPS31 MT2A MYL9 NAIP NANOS1 NEDD9 NIPSNAP1 NOD1 NOX4 NREP OLR1 OSR1 OVGP1 PARM1 PCDH9 PDE3B PEBP1 PHYH PIK3R5 PLCB1 PRELID3A PREX2 PRKAG2 PRRG4 PTPN13 PTPRG RAB27B RAB6B RALGAPA2 RBKS RBM12B RBM47 RBPMS RCOR2 REXO4 RNF128 RUNDC3B S1PR3 SASH1 SCAMP5 SH3BP5 SH3RF3 SLC16A13 SLC16A3 SLC25A33 SLC2A3 SLC35B4 SLC35G1 SLC4A8 SLFN12L SNAI1 SPRY4 SRD5A1 STAG3 STXBP2 SYNGR3 TCF7 TLE4 TMEM109 TMEM141 TMEM170B TMEM185B TMEM266 TMEM45A TNFSF13B TNFSF9 UCP2 UNC5B VSTM5 WBP11 WDR31 WNK3 WWC1 ZNF503 ZNF518B ZNF593 ZNF616 ZNF724 ZSWIM6 DURAND_STROMA_S_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURAND_STROMA_S_UP A4GALT ADAM12 ADAM19 ADAM8 ADAMTS12 ADAMTS2 ADCY3 ADGRL2 AGO4 AHR AKAP6 ALPL ANGEL1 ANGPTL4 AOC3 ARC ARHGAP28 ARHGEF28 ARHGEF6 ARRB1 ATP10A B3GALNT1 B4GALNT1 BACH2 BMPER BTBD2 C3orf33 CA13 CA5B CABLES1 CALCRL CAPN6 CASP12 CASTOR1 CCDC80 CCL5 CCL7 CCN5 CD248 CDK18 CDKN1C CDKN2B CDYL2 CEP170B CFAP20DC CHST1 CHST2 CIB2 CLDN1 COL1A1 COL1A2 COL3A1 COL4A6 COL6A2 CORO2A CRABP1 CREB3L1 CRIP2 CSGALNACT1 CTSH CTSO CXCL12 CYP26B1 CYP2J2 DCLK2 DEPDC7 DHRS7 DOCK3 DPYSL3 DTX3L DUOXA1 DYNAP DYNC2I1 EBF3 EDA EFNA5 EHD3 EIF4E3 ELFN1 ELL2 EMB EN1 EPN3 EYA4 FABP4 FABP7 FAM110B FAM20A FAT4 FBLN1 FGF10 FGFR2 FUT8 FYB1 FZD1 FZD8 GALNT13 GAS2 GATA3 GLRX GNAO1 GPER1 GRIA3 HCN2 HLA-DMA HOXB13 HOXC8 HSPB8 HTRA3 HYKK IFI27 IFIT1B IGF1 IL13RA1 IL15 IL18RAP IL1R1 IL1RL1 IL4R INF2 INPP4B ITGB3BP ITM2A IVD JAK3 JUP KBTBD7 KCNA4 KIRREL3 KITLG LAMTOR4 LGALSL LGMN LHX9 LONRF3 LOXL1 LPAR1 LPAR4 LPL LRIG3 LRP11 LRRC4C LTBP2 MAF MAGED2 MAP9 MARCKS MATN2 MEDAG MEST MID2 MMP15 MMP2 MMP23B MN1 MOGAT2 MORC4 MRGPRF MTSS2 MYO1D NADK2 NCAM1 NCK2 NCKAP5 NDRG1 NDRG2 NES NFATC1 NIBAN1 NID2 NOTCH4 NOVA1 NPR2 NPR3 NRBP2 NUDT14 NXF3 NYNRIN OASL OASL2P ONECUT2 OSMR OXR1 PALM2AKAP2 PAPPA PAX9 PBXIP1 PCDHB15 PDE1A PDE1B PDE4D PDGFRA PDGFRB PDK4 PDLIM4 PEAR1 PHOSPHO1 PLAGL1 PLEKHA2 PLEKHG4 PLPP1 PLPP3 PLXNA2 PLXND1 PMP22 PMVK PODXL POPDC3 PORCN POSTN PPP1R13B PRKAR1B PRKD1 PRRG1 PRUNE2 PTN PTPRF PTX3 PXMP4 PXYLP1 PYGO1 RAB3IL1 RAC3 RALGAPA1 RASSF2 RB1CC1 RBPMS2 RGS4 RHOBTB1 RNF150 ROR2 RORB RPS6KA6 RSPO2 RTKN2 RTN4RL1 RTP4 S100A16 S1PR1 SCN1B SDC3 SELENOP SELP SEMA3F SERPINB1 SERPINB6 SERPINF1 SFRP2 SIX1 SLC1A3 SLC27A3 SLC37A2 SLC39A8 SLC43A1 SLC4A4 SLFN13 SMOC2 SNAI2 SORCS2 SOX5 SP8 SPEG SPON2 SPP1 SRPX2 ST3GAL1 ST6GAL1 ST6GALNAC2 STAT1 SULF2 SVEP1 SYN1 TAF9B TBX20 TCF7L1 TEX15 TFAP2A TGFBI THSD7A TMEFF2 TMEM117 TMEM121 TMEM47 TRAM1L1 TRIM21 TSC22D3 TSPAN6 TSPAN7 TVP23A UBASH3B UBE2L6 UST WNT10B ZC2HC1A ZDHHC15 ZDHHC2 ZNF124 ZNF518A ZNF618 ZNF639 DURCHDEWALD_SKIN_CARCINOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURCHDEWALD_SKIN_CARCINOGENESIS_DN ABCC1 ABCG1 ACOX1 ADAM12 ADARB1 ADD2 ADNP AFF4 AGPS AHCYL2 AKR1D1 ALDH1A3 ANK3 APLN APLP2 AQP3 ARAP2 ARID3A ARNT ASAP1 ATF7IP ATP13A3 ATP2C1 B4GALT1 BCAR3 BLCAP BTBD10 CADM1 CAMK2D CAMSAP2 CAST CASTOR2 CAT CCDC65 CCDC88A CCNG1 CCNY CD44 CD80 CDC40 CEP350 CHI3L1 CLIP1 CLIP4 CMTM4 COBLL1 COMMD10 CPEB4 CPNE2 CRABP2 CREBBP CRYBG3 CSRNP1 CTNND1 DAP DAPK2 DCUN1D3 DDX3X DDX49 DDX6 DEDD DEFB1 DEFB103B DEFB4A DEGS2 DHX37 DIP2B DLG1 DOCK1 DPP8 DSG3 EAF1 EEA1 ELL2 ENAH ENTR1 EPS8 ESD ESM1 FABP4 FAM168B FAM83G FARSB FBLIM1 FCHSD2 FETUB FHOD1 FLRT2 FLRT3 FMN1 FOS GALNT12 GBA1 GIT2 GJB6 GKN1 GM2A GPAT3 GPR137B GSK3B GSR GSTA1 HAPSTR1 HBA2 HBD HDAC6 HIPK3 HMGCS1 HMMR HMOX1 HOMER3 HOOK1 HOXA1 HPGDS HS3ST1 IL36G IRS2 ITGA6 ITGB1 KCNN4 KDM5B KIAA0513 KIF1B KIF5B KLF3 KLF6 KLK10 KLK12 KRT13 LAMA3 LARP4B LETMD1 LGALS3BP LIN9 LRP8 LRRC57 LTN1 LXN LY6K LYG1 MACF1 MAFK MAGED2 MAP3K20 MAP4K4 MAPK6 MAU2 MBOAT1 MED13 MET MMP10 MMP3 MPZL2 MXD1 MYH6 MYH9 MYO5B N4BP1 NAA80 NET1 NFE2L2 NPLOC4 NPTX1 NRG1 NRIP1 NSDHL NVL ODC1 OGA OR2B2 PAK1 PDE6B PDPN PEAK1 PFN1 PHLDA1 PHLDB2 PIAS1 PIK3CB PIP5K1B PLD1 PLK2 PLPP6 PMAIP1 PMEPA1 PNCK PRCC PRPF4B PTBP3 PTGS2 PTPN12 PTPRZ1 PXK QKI RAB11FIP1 RAB22A RALB RANBP9 RAP1GAP RAPGEF3 RBBP4 RBM25 RBP1 RFNG RIPK1 RIPK4 RNF38 RUNX1 RUSC2 SAMHD1 SCHIP1 SEMA3C SEMA4D SEMA6D SERPINB6 SHROOM3 SLC4A7 SLC6A20 SLPI SMAD7 SMG1 SMURF1 SNN SNX9 SPRED3 SQLE STIM2 STK3 STX11 TAOK1 TATDN2 TBL1X TGFBI TIPARP TMEM106B TMEM163 TMEM248 TMEM43 TMEM47 TMX3 TNPO1 TPBG TPD52 TPM1 TPM4 TPP1 TWF1 UBAP1 UBASH3B UBE2Q2 UBL3 UBL4A UCK2 UGCG USF3 UTRN VGLL3 WDFY2 XDH YOD1 YWHAZ ZDHHC5 ZHX2 ZNF131 ZNF436 DURCHDEWALD_SKIN_CARCINOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DURCHDEWALD_SKIN_CARCINOGENESIS_UP AAMDC ACAT1 ACOXL ADH1C AKR1C3 AMIGO1 ARRDC2 AWAT1 BOLA1 BPHL C1QTNF12 C7orf25 CA2 CALHM5 CALML5 CASZ1 CENPL CERS4 CKB COL16A1 CYP17A1 DAPL1 DBP DOC2GP E4F1 ELOVL3 ELOVL6 EXTL1 GAS2 GUK1 H1-4 H2BC10 H2BC12 H2BC17 H2BC3 H2BC5 H2BC9 HGH1 HSD17B10 HSD3B2 HSPB8 IGFBP5 KIF2A KRT2 KRT36 KRTAP19-3 KRTAP5-2 LGALS4 LTBP3 MAOA MDH1 MGST1 MLH1 MMRN1 MT2A NDUFS7 NFIL3 NOP10 NSD2 NUDT21 OAS1 OLAH P3H3 PANK4 PAOX PDLIM4 PECR PLEKHH2 PNPLA5 PRKCB PTH1R PTS PTTG1 RFC3 RGMA RPAIN RPP38 RPP40 S100A3 SCD SEMA3B SIRPA SLC15A2 SLC45A3 SLURP1 SLURP2 SMPDL3B SS18L2 STMN1 STOML1 TENT5A TMEM218 TNFRSF18 TNMD TRUB1 WDR47 DUTERTRE_ESTRADIOL_RESPONSE_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTERTRE_ESTRADIOL_RESPONSE_24HR_DN AASS ABCA1 ABCC3 ABCC5 ABCG1 ABCG2 ABHD4 ABLIM3 ACAA2 ACHE ACKR3 ACOX3 ACSL3 ACVR1 ADAM9 ADGRF4 ADGRG6 ADGRV1 AHNAK2 AHR AKIRIN2 ALCAM ALDH1A3 ANK3 ANKRD50 ANO6 ANOS1 ANXA2 ANXA3 APPL2 AQP3 ARAP2 ARHGAP12 ARHGAP5 ARID4B ARID5B ARL15 ARL4C ATP10D ATP1B1 ATP2B1 ATP6V0A4 ATP8A1 B4GALT4 BAK1 BASP1 BAZ2B BCAP29 BCAS1 BCKDHB BCLAF3 BEX4 BICDL2 BLTP1 BMF BMP7 BOK BTG2 CAB39 CALCOCO1 CALD1 CAMK2N1 CAPN13 CAST CBLB CCDC186 CCN2 CCNDBP1 CCNG2 CCSER1 CD24 CD46 CD47 CD55 CDC42BPA CDH2 CDH3 CDK6 CDKL5 CDKN1A CDKN2A CDKN2B CDS1 CDYL2 CEACAM6 CGN CITED2 CLDN1 CLDN4 CLDN9 CLK1 CLN8 CMYA5 CNN2 COBLL1 COQ10B CORO2A CPEB2 CPEB4 CRABP2 CREB3L2 CREBRF CRIM1 CRISPLD2 CSRNP1 CSRP1 CTNND2 CTSH CYB5R1 CYP1A1 CYRIB DAB2 DAPK3 DBN1 DCLK1 DDIT3 DDIT4 DDX60 DIAPH2 DIO2 DKK1 DMRTA1 DNAJB2 DNAJC15 DNAJC22 DOCK11 DRAM1 DSE DTX3L DUSP1 DUSP10 DUSP4 DZIP3 EDN1 EFHD1 EFNA1 EFNB2 EFR3B EGLN3 EGR1 ELF3 ELMOD2 EMB ENC1 ENTPD3 EPAS1 EPB41 EPB41L2 EPB41L5 EPHA4 EPHA7 EPOR ERBB2 ERRFI1 ETFA EVI5 EXOC6B EXT1 FAM110B FAM131B FAM171B FAM83B FAT4 FBLIM1 FBN1 FBN2 FBXO32 FBXO38 FCHO2 FERMT2 FHL2 FN1 FNBP1L FRAS1 FRMD6 FTH1 FZD2 FZD7 GAB1 GABBR2 GADD45A GALNT10 GAREM1 GATA6 GDF15 GLIPR2 GOLGA4 GPR37 GRAMD1A GRAMD2B GRB14 GRB7 GRHL3 GSAP GSTM2 GSTM3 GUCY1A2 GULP1 H4C8 HBP1 HCAR1 HERC3 HES1 HILPDA HIVEP2 HOXC13 HPS3 ID3 IER5 IFIT1 IFIT5 IFNGR1 IGFBP3 IL13RA1 IL1R1 INAVA IRF6 ITGAV ITGB6 ITGB8 ITSN2 JUN JUNB KAT2B KCNJ3 KDM3A KDM5B KDM6A KDM6B KDM7A KIAA0513 KIAA1217 KIF3A KIFC3 KLF3 KLF5 KLF6 KLHL24 KLHL5 KRT80 KYNU L1CAM LAMB1 LARP6 LDLRAD4 LFNG LGALS8 LHFPL2 LIMA1 LIMCH1 LIPH LMBRD1 LMCD1 LMO7 LNX1 LOXL2 LPCAT2 LRATD1 LRIF1 LRRC1 LYSMD3 LYST MACC1 MAOA MAP2 MAP3K14 MAP3K5 MAP3K8 MAP4K4 MARCKS MATN2 MBOAT2 MCCC1 MCL1 ME1 MECOM MGAT4A MID1 MIOS MME MMP16 MOSPD1 MPZL2 MSRB3 MSX2 MTAP MTCL1 MYADM MYH9 MYL12A MYO1B MYO1E MYO6 N4BP3 NAMPT NBEA NBEAL1 NBPF8 NCF2 NCOA7 NECTIN4 NEDD4L NEDD9 NFKBIZ NPAS2 NPHP3 NTN4 NUAK1 NUAK2 OFD1 OPTN ORMDL3 OSGIN2 PACS1 PALLD PAM PARP12 PARP14 PARP8 PARP9 PAWR PCDH1 PCDH9 PCTP PDE5A PDE9A PDLIM1 PDLIM5 PDP1 PGM2L1 PGM5 PHACTR2 PHF20L1 PHLDA3 PHLDB1 PHLDB2 PIK3C2B PIK3IP1 PIK3R3 PINK1 PLA2R1 PLEKHF2 PLIN2 PLK2 PMEPA1 PNPLA8 PNRC1 PPARG PPL PPP1R15B PPP1R3C PPP2R5B PPP3CC PPP4R2 PRICKLE1 PRR5 PRSS8 PSD3 PTGER4 PTPN12 PTPRK QKI RAB27B RAB9A RAP1GAP2 RAPGEF2 RASD1 RASEF RBMS1 RCAN1 RFTN1 RGL1 RHOC RIPK4 RIPOR3 RIT1 RND1 RND3 RNF144B RNF19A ROCK2 RPS6KC1 RTL5 RWDD2A S100A10 S1PR3 SALL4 SAMD4A SASH1 SCHIP1 SCN1B SEC62 SEMA7A SENP2 SEPSECS SERPINB1 SERTAD4 SESN2 SESN3 SFMBT2 SGMS2 SH2D4A SH3BGRL2 SH3BP4 SH3YL1 SHISA2 SIM2 SKIL SLC17A5 SLC31A2 SLC35A1 SLC39A10 SLC4A7 SLC9A1 SLCO2A1 SLIT2 SMAD3 SMYD2 SNAI2 SNTB2 SOCS2 SOS2 SOX4 SQSTM1 SRI ST3GAL1 ST8SIA4 STAM2 STK38L STON1 SYDE2 SYNPO SYTL2 TACC1 TACSTD2 TAGLN TAOK3 TAX1BP1 TBC1D23 TCF7L1 TCP11L2 TFAP2A TFPI TGFB2 TGFB3 TGFBI TGFBR2 TJP2 TLE1 TM4SF1 TMEM30A TMEM45B TMEM65 TMPRSS2 TNFRSF21 TNS3 TOM1L2 TP53INP1 TP63 TPM4 TPRG1L TRA2A TRAF5 TRAM2 TRIB1 TRIM16 TRIM5 TSC22D3 TSPAN12 TUFT1 UACA UBA5 UBE2H UBE2J1 UBLCP1 UBP1 UGP2 UGT1A6 UNC13D UPK1A USP2 VPS54 VTCN1 WWC2 WWTR1 XRN1 YPEL2 YPEL5 ZBTB37 ZDHHC17 ZDHHC7 ZFP36L1 ZKSCAN1 ZNF117 ZNF12 ZNF217 ZNF277 ZNF281 ZNF354A ZNF561 ZNF654 ZNF704 ZSCAN2 ZYX DUTERTRE_ESTRADIOL_RESPONSE_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTERTRE_ESTRADIOL_RESPONSE_24HR_UP ABHD2 ADCY1 AMZ1 ANLN AREG ARHGAP11A ARL3 ARMCX6 ASF1B ASPM ATAD2 ATAD5 AURKA AURKB BARD1 BCL2 BIRC5 BLM BRCA1 BRCA2 BRI3BP BRIP1 BUB1 BUB1B C1QTNF6 C21orf58 CA12 CBX5 CCDC34 CCN5 CCNA2 CCNB2 CCNE2 CD320 CDC45 CDC6 CDCA2 CDCA4 CDCA5 CDCA7 CDCA7L CDK1 CDK2 CDT1 CELSR2 CENPI CENPJ CENPL CENPM CENPN CENPO CENPU CEP55 CEP78 CEP85 CHAF1A CHAF1B CHEK1 CHPT1 CHRNA5 CHTF18 CIP2A CIT CLSPN CNIH2 COL12A1 COLGALT1 CTSD CXCL12 DARS2 DCLRE1B DDIAS DDX10 DEGS2 DEPDC1B DEPTOR DHRS2 DHTKD1 DLGAP5 DNA2 DNMT1 DSCAM DSCC1 DSN1 DTL DUT DYNC2I2 E2F1 E2F2 E2F7 E2F8 EBP ELOVL2 EPS15L1 ESCO2 ESPL1 EXO1 EXOSC2 EXOSC5 FAM111B FAM83D FANCA FANCC FANCD2 FANCG FANCI FBXO5 FEN1 FIGNL1 FKBP4 FKBP5 FOXM1 FREM2 GAS2L3 GFRA1 GGH GINS1 GINS2 GINS3 GLA GLB1L2 GMNN GREB1 GTSE1 H1-2 H1-4 H19 H2AX HAUS4 HAUS8 HELLS HPRT1 HR IGFBP4 IL17RB IL1RAP IMPA2 INCENP IQGAP3 JAK2 JPH1 KCNK15 KCNK5 KCNK6 KIF11 KIF23 KIF2C KIF4A KIFC1 KNL1 KNSTRN KNTC1 KRT13 L2HGDH LIG1 LMNB1 LRIG1 LRR1 LSM4 LYPD6 MAN1A1 MANEAL MAP6D1 MASTL MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MELK MGP MICB MIS18A MKI67 MMS22L MPHOSPH9 MRE11 MTFR2 MTHFD1 MYB MYBL1 MYBL2 MYO19 NASP NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NEMP1 NFATC2 NHERF1 NME1 NOS1AP NPY1R NR2C2AP NRIP1 NUP107 NUP85 NUSAP1 NXNL2 PAQR4 PBK PCLAF PCNA PCP4 PDSS1 PGR PKIB PKMYT1 PLK1 PLK4 POLA1 POLA2 POLD1 POLD2 POLD3 POLE POLE2 POLQ PPIF PRC1 PRIM1 PRR11 PSMC3IP PTTG1 RAB31 RACGAP1 RAD18 RAD51 RAD54B RAD54L RAPGEFL1 RBBP8 RBL1 RECQL4 RERG RET REXO5 RFC2 RFC3 RFC4 RFC5 RMI1 RNASEH2A RPA3 RRM1 RRM2 SEMA3B SFXN2 SGK3 SHCBP1 SIAH2 SKA3 SKP2 SLC22A5 SLC26A2 SLC27A2 SLC29A1 SLC2A1 SLC39A6 SLC39A8 SLC7A5 SMC2 SNRNP25 SPAG5 SPC24 SPDL1 STC1 STC2 STIL STMN1 SULF1 SUV39H1 SUV39H2 SYTL5 TACC3 TCF19 TENT5C TET2 TFAP4 TFDP1 TFF1 TICRR TIMELESS TK1 TMED8 TMEM120B TMEM164 TMEM241 TMEM38B TMPO TONSL TOP2A TPD52L1 TPX2 TRAIP TREX2 TRIP13 TROAP TST TTF2 TTK TYMS UBE2C UBE2T UHRF1 UNG VRK1 WDHD1 WDR62 WDR76 XBP1 XRCC2 XRCC3 XYLB ZNF367 ZWILCH ZWINT DUTERTRE_ESTRADIOL_RESPONSE_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTERTRE_ESTRADIOL_RESPONSE_6HR_DN ABCC5 ACAA2 AHNAK2 ALCAM ARID5B ATP6V0A4 BAK1 BLNK BMF CCNG2 CDK6 CDKL5 CDYL2 CLEC2D CREBRF CRISPLD2 CRYBG1 CTNND2 DNAJC15 DRAM1 EFEMP1 EFHD1 EFNA1 EGLN3 EPAS1 EPB41L5 ERBB2 ERBB4 FAM171B FGF13 GALNT10 GRB14 GRB7 GRHL3 HCAR1 HPS3 HSD17B11 IL1R1 INPP5J IRF6 ITGB6 KAT2B KIAA0513 KLHL24 KYNU LIMA1 LIPH LMO7 LRATD1 MME MMP16 MTAP MYO1B N4BP3 NBEA NEDD4L NPHP3 NPNT NR3C1 NUAK1 PARP9 PLA2R1 PLEKHF2 PLIN2 PTGER4 RAB27B RCAN1 RND1 RNF144B S1PR3 SALL4 SESN3 SGCG SH3BP4 SSBP2 ST8SIA4 STON1 TFPI TGFB2 TGFB3 TMEM45B TMTC2 TNS3 TP53INP1 TSPAN12 UACA UTRN YPEL3 ZDHHC7 ZNF467 ZNF704 DUTERTRE_ESTRADIOL_RESPONSE_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTERTRE_ESTRADIOL_RESPONSE_6HR_UP ABCE1 ABHD2 ADCY9 AKAP1 ALDH3A2 AMD1 AMZ1 ANKH ANXA9 AP1B1 AREG ARL3 ASB13 ATP11A ATP6V1C2 B3GALNT1 BCL2 BCS1L BLVRB BRCA1 BRI3BP BRIP1 C1QTNF6 CA12 CALCR CCNE2 CD44 CD82 CDC45 CDC6 CDCA7 CELSR2 CENPU CHAF1A CHEK1 CHRNA5 CNKSR3 COL12A1 CTPS1 CXCL12 DDX10 DDX21 DEPTOR DKC1 DNAJC12 DPM2 DSCC1 DTL E2F1 ECE2 EEIG1 EGR3 ELF1 ELOVL2 EMC3-AS1 ENDOD1 EXO1 EXOSC5 FARP1 FEN1 FKBP4 FKBP5 FLNB FRK GAB2 GART GINS2 GINS3 GLA GREB1 H2AP HELLS HEY2 HIF1A HR HSPB8 HSPD1 IFNAR2 IGFBP4 IL17RB ISG20 ISOC1 JAK2 KCNK5 KCNK6 KIF21A KRT13 LDLRAD3 LONRF2 LRIG1 LRP8 LRRFIP2 LYAR MACF1 MAMLD1 MAPT MARS1 MBOAT1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MICAL2 MMS22L MOCOS MRPS23 MTHFD1L MYB MYBBP1A MYBL1 MYC MYOF NAB2 NAV2 NEMP1 NHERF1 NIP7 NMRK1 NOL6 NOLC1 NOP2 NOP56 NOS1AP NPY1R NR2C2AP NRIP1 NT5DC3 NXNL2 OLFM1 OLFML3 OPN3 OSTF1 PAICS PAX9 PCNA PCP4 PDCD11 PEX11A PGR PHLDA1 PIGW PKIB PLAAT3 PLAC1 PLEKHH1 PLOD2 POLA2 POLE2 POLR1B PPAN PPIF PRIM1 PRSS23 PTGES PXK RAB31 RAPGEFL1 RARA RBBP8 RBL1 RERG RET RFC3 RPL32 RRP12 RRS1 RUVBL1 SCARB1 SDK2 SEC14L2 SEH1L SEMA3B SEPTIN5 SEPTIN9 SFXN2 SGK1 SGK3 SLC16A1 SLC19A2 SLC1A4 SLC1A5 SLC22A5 SLC25A24 SLC26A2 SLC27A2 SLC29A1 SLC47A1 SLC7A1 SLC7A5 SMOX SNX24 STC2 SVIL SYBU SYTL4 SYTL5 TFAP4 TGM2 TIAM1 TICRR TIPARP TMA16 TMED8 TMEM104 TMEM120B TMEM164 TMEM64 TPBG TPD52L1 TPM1 UGCG UHRF1 UNG USP31 WDHD1 WDR3 WDR4 WDR46 WDR76 XRCC2 XRCC3 YARS1 ZNF185 ZNF367 DUTTA_APOPTOSIS_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/DUTTA_APOPTOSIS_VIA_NFKB AFP BAX BCL2 BCL2A1 BCL2L1 BIRC2 BIRC3 BIRC5 BNIP3 CASP8 CD274 CFLAR CYLD FAS FASLG FTH1 GADD45B IER3 MDM2 SCAF11 SOD2 TERT TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF21 TNFSF10 TP53 TRAF1 TRAF2 XIAP EBAUER_MYOGENIC_TARGETS_OF_PAX3_FOXO1_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EBAUER_MYOGENIC_TARGETS_OF_PAX3_FOXO1_FUSION ABLIM3 ACTA2 AEBP1 BCAN BIN1 BORCS8 CASQ2 COL6A3 CRYAB CTF1 CXCL10 DES FHL1 HBEGF ITGB1BP2 LDB3 MACF1 MEF2C MEF2D MRAS MTSS1 MYBPC1 MYBPC2 MYBPH MYH1 MYH3 MYH8 MYL1 MYL11 MYL4 MYL6B MYO10 MYOM1 NEBL PALMD PDLIM5 SGCD SGCG SMPX SYNGR2 TAGLN TNNC1 TNNC2 TNNI1 TNNI2 TNNT3 TPM1 UTRN EBAUER_TARGETS_OF_PAX3_FOXO1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EBAUER_TARGETS_OF_PAX3_FOXO1_FUSION_DN ABAT ADAM10 ADAM19 ADRA2A AKTIP ARHGAP25 ARHGAP26 ARRB1 ASTN2 ATP6V0A4 BMERB1 BMP5 CDH3 CELA2B CEP104 CNOT9 CNR1 DISC1 DZIP3 FGFR2 FOXF1 GOLGA2 GTF3C1 IL4R IQCG JAKMIP2 LPAR2 LRRFIP2 MACROH2A2 MTUS2 MYCN MYO1E NELL1 NKAIN1 NRCAM PDZRN3 PGBD5 PIPOX PKP1 POLG2 POU4F1 RASSF4 SGMS1 TFAP2B TSPAN3 UBXN4 VWA5A ZFYVE16 ZNF330 EBAUER_TARGETS_OF_PAX3_FOXO1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EBAUER_TARGETS_OF_PAX3_FOXO1_FUSION_UP ABLIM3 ACAA2 ACBD4 ACHE ACSL1 ACTA2 ACTBP9 ADAM30 ADAM8 ADAP1 AEBP1 AGL AHNAK2 AK1 AKAP1 ALDH1A2 AMPD1 ANKZF1 APOBEC2 AQP6 ARHGEF6 ARMC9 ARSF ASCC1 ATF7IP2 ATP2C2 ATP6V0A4 BBS9 BCAN BICD1 BIN1 BORCS8 C1R C21orf62 C2CD2L CACNB1 CALCRL CAMK2B CASP10 CASQ2 CAVIN1 CCR5 CD36 CDC42EP2 CELA3B CHODL CLSTN2 COL16A1 COL1A1 COL6A3 CRYAB CTF1 CX3CL1 CXCL10 CYP2W1 DCN DCX DES DMPK DNAJC7 DOK1 DPAGT1 EFS EGLN3 EHBP1L1 ENSG00000279328 EPB41L3 EPS8L1 EZR FABP3 FAM131B FAM13A FER FHL1 FOSL2 FYB1 GADD45B GHRHR GJB1 GMEB1 GNAI2 GNAO1 GPR37 GPRIN2 GRIN1 GSTA1 HBA1 HBEGF HCFC1R1 HIVEP3 HLA-A HRH1 HSPB2 HSPB3 IGFBP4 IGHM IL32 ING4 INPP4B IRGQ ISG15 ITGA6 ITGB1BP2 KLF1 KLF6 LAT2 LDB3 LIF LRTM1 MACF1 MAPK7 MAPRE3 MEF2C MEF2D MIR22HG MRAS MTSS1 MUC3A MYBPC1 MYBPC2 MYBPH MYH1 MYH3 MYH8 MYL1 MYL11 MYL4 MYL6B MYO10 MYOM1 NCAM1 NEBL NOX1 P3H4 PALMD PAN2 PARP3 PBXIP1 PDE4DIP PDLIM5 PLA2G3 PLEK PNOC PRKCQ PRRX2 PYGM QKI RANBP1 RANBP3 RARB RASSF4 RBM8A REEP1 RGS2 RPL21P2 RPL22P22 RSPH6A RUSC2 SCD SCN3B SELENOW SERPINB1 SFSWAP SGCD SGCG SLC12A2 SLC24A1 SLN SMPX SOHLH2 SPAG6 SPDEF SRGAP3 SST STK10 SYNGR2 TAGLN TAOK2 TEAD4 TGM2 TNFAIP2 TNNC1 TNNC2 TNNI1 TNNI2 TNNT3 TNPO2 TNS1 TP63 TPD52L1 TPM1 TRAC TRAF5 TTC3 TUBAL3 TXNIP UTRN VARS1 WWTR1 XRCC4 EGUCHI_CELL_CYCLE_RB1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EGUCHI_CELL_CYCLE_RB1_TARGETS BUB1 CCNA2 CCNE2 CDC25C CDCA8 CENPE ECT2 FEN1 HMGB2 KIF11 KIF18A KIF20A MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 NDC80 NEK2 SMC2 SMC4 EHLERS_ANEUPLOIDY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EHLERS_ANEUPLOIDY_DN ANO6 CA14 CNIH4 FZD9 GABRB3 GMPR GPAT4 LY6E NCS1 PRELP PTRH2 RNF144A EHLERS_ANEUPLOIDY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EHLERS_ANEUPLOIDY_UP ALDH3A2 ALOX5AP ATR BCL2L2 CAST CCP110 CGRRF1 CLK4 COX6A2 CWC27 EEF1A1 ERMAP EXTL2 FBXO33 FERMT2 FKBP3 FNDC3A HAUS4 ID2 MACROH2A2 MBNL1 MRPS25 NEK1 NIBAN1 NOP53 PDGFD PHTF2 PNMA1 PTEN PTPRN2 RABGGTB RASIP1 RHOC RPF2 RPL9 RWDD2B SCAF11 SPART TMEM47 TUBGCP3 EHRLICH_ICF_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EHRLICH_ICF_SYNDROM_DN BLK BTG2 BTN3A2 CD27 HMOX1 ID3 IGHA1 IGHG1 INPP4A ITGB7 MEF2C SLC1A1 TFRC TNFRSF17 TRBC2 UBL5P4 ZFX EHRLICH_ICF_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EHRLICH_ICF_SYNDROM_UP BBC3 CNN3 F13A1 FHL2 GUCY1A1 GUCY1B1 IGF2BP3 IGHD IGHM MARK3 PRKCH RARA RGS1 EINAV_INTERFERON_SIGNATURE_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EINAV_INTERFERON_SIGNATURE_IN_CANCER ADAR APOBEC3G BRD3 BST2 CMTR1 EIF2AK2 ERG IFI30 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT3 IRF9 ISG15 LY6E MORC3 MX1 OAS1 OAS2 RXRA SP100 SP110 STAT1 TGIF1 UBE2L6 ELLWOOD_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELLWOOD_MYC_TARGETS_DN ALDH2 ANAPC16 BGLAP C11orf54 CA2 CDS2 CLDN4 DAZAP2 DNAJC10 EGF ERP44 EZR FKBP2 FMOD GANAB H2BC10 IDE INPP5B LAMTOR2 LIMCH1 MCFD2 MCOLN2 MTARC2 NKX3-1 NME3 NR1D2 ORMDL3 PDIA6 PEX2 PHYH PROM1 PTTG1IP RNF149 SATB1 SMIM14 TMED3 TMED4 TMEM170A TMEM97 TMPRSS2 TP53INP2 UBE2M UFC1 ELLWOOD_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELLWOOD_MYC_TARGETS_UP BAG2 CCDC93 CLCN1 DPP7 ECE1 HSD17B12 LY6D PIGK PPP1R18 RGS19 RPL37A SPATS2 UCK2 ELVIDGE_HIF1A_AND_HIF2A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF1A_AND_HIF2A_TARGETS_DN ADM AHNAK2 AK4 AKAP12 ALDOC ANG ANGPTL4 ANKZF1 ATXN1 BHLHE40 BNIP3 BNIP3L CA9 CAV1 CAVIN1 CCN5 CCNG2 CITED2 CSRP2 CXCR4 CYB5A DPYSL2 DPYSL4 DSC2 DST EFNA3 EGFR EGLN1 EGLN3 EGR1 EIF5A ENO2 ERO1A FAM13A FAM162A FOS FYN GBE1 GJA1 GLRX GPRC5A GYS1 HEY1 HILPDA HK2 HLA-DRB1 IGFBP3 IGFBP5 ILVBL INSIG2 ITPR1 KDM4B KRT15 LIMCH1 LOX LOXL1 LOXL2 MAGED4B MXI1 NDRG1 NOL3 OBSL1 P4HA1 P4HA2 PAM PDGFB PDK1 PFKFB3 PGAP1 PGK1 PGM1 PLAC8 PLAUR PLIN2 PPFIA4 QSOX1 RASA4 RBPJ RRAGD S100A4 SAMD4A SCNN1B SERPINE1 SFXN3 SH2B2 SH3GL3 SLC2A1 SOX9 SPAG4 SPOCK1 SRD5A3 SRPX STBD1 STC1 TMEM45A UPK1A VEGFA VEGFC VLDLR WSB1 YEATS2 ZNF292 ZNF395 ZNF654 ELVIDGE_HIF1A_AND_HIF2A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF1A_AND_HIF2A_TARGETS_UP ABCF2 ADAT1 AREL1 ATP6V0A2 AUNIP CCDC86 CCND3 CHKA CHUK CORO1A FLAD1 GABBR2 GCH1 GYG1 HSPA4 HSPH1 IDH3A LSG1 OSTM1 POLR3K RET RFK RIOX1 RMC1 RPP25 RPP40 RRP12 RRS1 SLC24A3 SLC25A44 SLC29A1 SLC35B1 SLC35C1 SLC5A6 SOCS2 SPAG1 SRM STX3 TAF9B TOR3A WDR77 ELVIDGE_HIF1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF1A_TARGETS_DN ADM AHNAK2 AK4 ALDOC ANG ANGPTL4 ANKZF1 ATXN1 B3GNT4 BNIP3 BNIP3L CA9 CAV1 CAVIN1 CCN5 CITED2 CSRP2 CXCR4 CYP1A1 DPYSL4 DSC2 EFNA3 EGFR EGLN1 EGLN3 ENO2 ERO1A FAM13A FAM162A FOS FYN GBE1 GJA1 GLRX GYS1 HCFC1R1 HILPDA HK2 HLA-DRB1 IGFBP3 IGFBP5 ILVBL INSIG2 ISG20 KDM4B KRT15 LOX LOXL1 LOXL2 MAFF MAGED4B MXI1 NDRG1 NOL3 NR3C1 OBSL1 OLFML2A P4HA1 P4HA2 PAM PDGFB PDK1 PFKFB3 PGAP1 PGK1 PGM1 PLIN2 PPFIA4 QRSL1 QSOX1 RASA4 RBPJ RRAGD S100A4 SCNN1B SFXN3 SH2B2 SH3GL3 SLC2A1 SPAG4 SRPX STBD1 STC1 TMEM45A UPK1A VEGFC VLDLR WSB1 YEATS2 ZNF292 ZNF395 ELVIDGE_HIF1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF1A_TARGETS_UP ABCF2 ADAT1 AMD1 AREL1 ATP6V0A2 AUNIP CCDC86 CCND3 CHKA CHUK CORO1A CTPS1 CXCL12 DNAJA1 DOLK FASTKD5 GABBR2 GCH1 GDPD3 GLYR1 GPATCH2 GULP1 GYG1 HHEX HSPA4 HSPH1 IDE IDH3A JAK2 KPNA1 LARS2 LSG1 MRPS12 OSTM1 PNO1 POLR3K PSEN2 PSME3 RAB35 RFK RIOX1 RMC1 RPP25 RPP40 RRP12 RRP15 RRS1 SCYL2 SEC23IP SLC24A3 SLC25A44 SLC29A1 SLC35B1 SLC35C1 SLC5A6 SLC7A6 SLCO3A1 SOBP SOCS2 SPAG1 SRM STX3 TAF9B TMEM33 TOR3A URB2 WDR77 ELVIDGE_HIF2A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HIF2A_TARGETS_UP AREL1 JAK2 LOX OSTM1 RET SORL1 ELVIDGE_HYPOXIA_BY_DMOG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HYPOXIA_BY_DMOG_DN ACOT7 ADAT1 ADGRG1 ADORA1 ALDH4A1 AOX1 ATP2A3 ATP6V0A2 CALM1 CCND3 CEBPA CENPN CORO1A CTPS1 CXCL12 DOLK ESR1 GABBR2 GDPD3 GPATCH2 HSPA4 IDE IDH3A JAK2 LPCAT3 NAPA NDUFS6 NUP98 ODC1 PDZK1 PIK3R3 POLR3K PSME3 PUS1 PYCR3 RET RIOX1 RPP25 RPP40 SDF2L1 SLC24A3 SLC25A44 SLC29A1 SLC35C1 SLC5A6 SLCO3A1 SOBP SOCS2 SPAG1 SPDEF SRM SRSF1 TAF9B TIGAR TOR3A URB2 WDR77 ZGPAT ZMPSTE24 ELVIDGE_HYPOXIA_BY_DMOG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HYPOXIA_BY_DMOG_UP ADM ADORA2B AHNAK2 AK4 AKAP12 ALDOC ANG ANGPTL4 ARTN ASPH ATF3 ATG14 ATXN1 BHLHE40 BNIP3 BNIP3L CA9 CADM1 CAV1 CCN5 CCNG2 CD59 CEMIP CITED2 CSGALNACT1 CSRP2 CXCR4 CYB5A DAAM1 DDIT4 DPYSL4 DSC2 DST DTNA EGFR EGLN1 EGLN3 EGR1 ELF3 ENO2 ERO1A FAM13A FAM162A FOS FYN GBE1 GDF15 GJA1 GLRX GPR87 GPRC5A GYS1 HEY1 HILPDA HK2 HLA-DRB1 IGFBP3 IGFBP5 ILVBL INHA INSIG2 ISG20 ITPR1 JUN KDM3A KLF6 KLF7 KLHL24 LIMCH1 LOX LOXL2 MAFF MET MGAT5 MXI1 NAP1L1 NDRG1 NFIL3 NR3C1 OBSL1 OLFML2A OPN3 P4HA1 P4HA2 PAM PDK1 PFKFB3 PFKP PGK1 PGM1 PIM1 PLAC8 PLAUR PPFIA4 PRKCA QSOX1 RBCK1 RLF RRAGD S100A2 S100A4 S100A6 SAMD4A SAT1 SCNN1B SERPINE1 SFXN3 SLC2A1 SLCO4A1 SOX9 SPAG4 SPOCK1 SPRY1 SRD5A3 SRPX STBD1 STC1 STC2 TBC1D3F TGFBI TMEFF1 TMEM45A TNFAIP8 TXNIP VEGFA VEGFC VLDLR WSB1 YEATS2 YPEL1 ZNF292 ZNF395 ELVIDGE_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HYPOXIA_DN ABCF2 ACOT7 ADAT1 ADGRG1 ADORA1 ALDH4A1 AMD1 AOX1 AREL1 ARHGDIA ARPC4 ASPSCR1 ATP2A3 ATP6V0A2 AUNIP BAK1 BOP1 BRMS1 C2CD2 CA2 CALM1 CCDC86 CCND3 CDC20 CDV3 CEBPA CENPN CHKA CHUK COPA CORO1A CORO1B CTPS1 CXCL12 CYB561 DCTN5 DDX3X DHX29 DNAJA1 DOLK EEF1E1 EIF5A ELMO2 ESR1 ETF1 EXOSC4 FASTKD5 FKBP4 FLAD1 FUS GAS2L1 GCH1 GDPD3 GLUD1 GLYR1 GNA13 GPATCH2 GPS1 GULP1 GYG1 HHEX HNRNPH1 HSF1 HSPA4 HSPH1 IDE IDH3A ILRUN JAK2 KIAA0930 KLC2 KPNA1 KPNA4 LARP4 LARS2 LRRC59 MAPK1 MAPKAPK2 MAZ MRPS12 NCLN NDUFS6 NETO2 NIP7 NR2F6 NUP98 ODC1 OGDH OSTM1 PDZK1 PIK3R3 PNO1 POLR3E POLR3K PPIF PRPF4B PSEN2 PSME3 PUS1 PYCR3 QRSL1 RAB35 RANGAP1 RET RIOX1 RMC1 RNASEH1 RNF14 RPP25 RRP15 SCYL2 SDF2L1 SEC23IP SLC24A3 SLC25A44 SLC29A1 SLC35B1 SLC35C1 SLC52A2 SLC5A6 SLC7A6 SLCO3A1 SNRNP40 SOBP SOCS2 SORT1 SPAG1 SPDEF SRM SRPRA SRSF1 STIP1 STX3 SUMO3 TAF9B TFAP2C TIGAR TIMM23 TMEM259 TMEM33 TMEM50B TOMM22 TOR3A URB2 WDR77 ZMPSTE24 ZWILCH ELVIDGE_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ELVIDGE_HYPOXIA_UP ADGRE2 ADM ADORA2B AHNAK2 AK4 AKAP12 ALDOC ANG ANGPTL4 ANKZF1 ARTN ASPH ATF3 ATG14 ATXN1 B3GNT4 BBX BCOR BHLHE40 BNIP3 BNIP3L CA9 CADM1 CAV1 CAVIN1 CCN1 CCN5 CCNG2 CD59 CEMIP CITED2 CSGALNACT1 CSRP2 CXCR4 CYB5A CYP1B1 DAAM1 DDIT4 DDR1 DPYSL2 DPYSL4 DSC2 DST DTNA DUSP1 ECE1 EFNA3 EGFR EGLN1 EGLN3 EGR1 ELF3 ENO2 ERO1A FAM13A FAM162A FAM216A FLNB FOS FYN GADD45B GBE1 GDF15 GJA1 GLRX GPR87 GPRC5A GYS1 HCFC1R1 HEY1 HILPDA HK2 HLA-DRB1 IGFBP3 IGFBP5 ILVBL INHA INSIG2 ISG20 ITPR1 JUN KDM3A KDM4B KLF6 KLF7 KLHL24 KRT15 KRT7 LIMCH1 LOX LOXL1 LOXL2 MAFF MET MT-ND4 MXI1 NAP1L1 NDRG1 NFIL3 NOL3 NR3C1 NREP OBSL1 OLFML2A OPN3 ORAI3 P4HA1 P4HA2 PAM PDGFB PDGFRL PDK1 PFKFB3 PFKP PGAP1 PGK1 PGM1 PIM1 PLAC8 PLAUR PLIN2 PPFIA4 PRKCA PXDN QSOX1 RASA4 RBCK1 RBPJ RLF RRAGD S100A2 S100A4 S100A6 SAMD4A SAT1 SCARB1 SCNN1B SERPINE1 SFXN3 SH3GL3 SLC2A1 SLCO4A1 SORL1 SOX9 SPAG4 SPOCK1 SPRY1 SRD5A3 SRPX STBD1 STC1 STC2 TBC1D3F TGFBI TIPARP TMEFF1 TMEM265 TMEM45A TNFAIP8 TXNIP UPK1A VEGFA VEGFC VLDLR WSB1 YEATS2 YPEL1 ZMYND8 ZNF292 ZNF395 ZNF654 ENGELMANN_CANCER_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENGELMANN_CANCER_PROGENITORS_DN ABCC3 ADCY1 AGR3 AKR1C1 AKR1C2 AKR1C3 ANXA8L1 BMP4 BMP5 BMP7 BNIPL CALML5 CAPS CCN2 CD44 CEACAM6 CEBPA CITED4 CLIC3 CORO2A DVL3 EEIG1 EVL FBXO27 FGFR3 FN1 GADD45B GALNT4 GP1BB GSN HS3ST3A1 HSPA2 ID1 IGSF1 IL4R KLK6 KRT13 LRCH4 LRRFIP2 MAFB NBL1 NPIPA1 OSGIN1 OXTR PCP4 PNKD PTGFRN RAPGEFL1 RASAL1 RBM4B REC8 RLN2 S100P SCUBE2 SEPTIN5 SFXN2 SGK1 SLC35C1 SLX1B ST6GALNAC2 SYBU SYTL4 TFF3 TLCD3B TRPV4 TXNIP UGDH VPS37D ZNF296 ENGELMANN_CANCER_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENGELMANN_CANCER_PROGENITORS_UP ABCG2 ANXA9 ARID4B B4GALNT1 BAMBI BASP1 BCL2 BYSL BZW2 CD55 CDC14B CTSZ CYP1A1 DLX2 ELOVL5 FAT1 FHL2 FTO GALNT6 GDPD5 GEM GSTM3 IGFBP3 IRX3 KCNN4 LACTB LMCD1 LURAP1L MAP3K8 MAST4 MB21D2 MORF4 MYO5A NFE2L2 NOCT PDCD4 PDPK1 PMP22 RASD1 RRS1 SFXN1 SGCG SLC2A6 SLC7A5 SULT1A1 TFPI THBD WIPF1 ENK_UV_RESPONSE_EPIDERMIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENK_UV_RESPONSE_EPIDERMIS_DN ABCC3 ABCC4 ABCD3 ABR ACAT1 ACSBG1 ACSL1 ADAMTS1 ADAP2 ADH6 ADM AFF4 AK6 ALAD ALDH2 ALDH3A1 ANG ANXA1 ANXA9 APC APOE APOOL AQP3 AREG ARG1 ARHGAP29 ARID1A ARL4C ASAH1 ASS1 ATF3 ATF5 ATF6 ATF6B ATP2B1 ATP7A ATXN7 AZGP1 B3GNT2 B4GALT5 BABAM2 BBOX1 BCHE BCL10 BCL11A BCL11B BCL3 BDH2 BEX3 BMAL1 BNC1 BRD3 BTBD2 BTN3A3 C1orf21 CADM1 CBX4 CCL20 CCL22 CCND1 CD207 CD55 CD83 CDC5L CDH3 CDK7 CDKN1C CEMIP2 CFD CH25H CHIC2 CHORDC1 CHP2 CIRBP CKB CLCA4 CLDN1 CLEC2B CLIC3 CLPX CMC4 COL5A3 COL7A1 CORO1C CPM CRIP1 CRLF3 CRY1 CSNK1D CSNK2A2 CTNNBIP1 CTPS1 CTSF CTSH CTSV CUTA CXCL14 CXCL2 CYP27B1 CYP2C18 CYP2J2 CYP39A1 CYP4B1 CYP4F12 CYTH1 DAPK3 DBF4 DBI DBP DCK DCP1A DCXR DDAH1 DDX10 DDX21 DGCR6 DHCR24 DHX8 DIAPH2 DKK3 DLG1 DNAJB1 DNAJB2 DNAJB4 DNAJB6 DNAJC1 DNASE1L2 DNASE2 DNM1 DNTTIP2 DSG3 DUSP10 DUSP2 DUSP6 DUSP8 E2F6 EEF1A2 EFS EGLN1 EGR1 EGR3 EHF EIF2AK3 EIF2D EIF4G3 ELF4 ELL2 EML1 EML2 EMP1 EMP2 ENTPD7 EPHA2 EPHB6 EPHX2 ERBIN ERF ERP29 EXT1 EZR F2R F2RL1 F3 FAM117A FAM8A1 FBXW2 FCGBP FEM1B FGFR2 FHL1 FHL2 FILIP1L FJX1 FKBP8 FOSB FOSL1 FOXN3 FRY FSCN1 FYN FZD10 FZD7 GAB2 GALC GALNT2 GAN GAS6 GATA3 GATM GBP2 GJB3 GLRX GMEB1 GNA13 GNA15 GNAI1 GNL2 GOLPH3 GPR183 GPR87 GPT GSN GSPT1 GSTA3 GSTA4 GTPBP4 GUSB HBA1 HDAC5 HEBP1 HECA HERC1 HERC2 HIF1A HIVEP2 HK2 HLF HOMER1 HOOK1 HPGD HS3ST1 HSD11B1 HSD17B4 HSF2 HSPA1A HSPB1 HSPB8 HSPH1 ID3 ID4 IGFBP3 IL1R2 IL20RA IL36G IL37 IL4R IL6R IMPA2 INPP5A INSR INTS6 IRF6 IRF8 IRS2 ISG20 ITGA2 ITGAV ITM2A ITPRID2 IVL IVNS1ABP JARID2 KAT6B KATNA1 KCNJ12 KCNK1 KCNK7 KDM6A KIT KLF11 KLF2 KLF3 KMT2A KPNA4 KRT16 KRT17 KRT6A LCE2B LEMD3 LGALS3 LIMA1 LIN7B LPP LRRFIP1 LSP1 LSS LXN LY6G6C LZTFL1 MAP2K3 MAP3K8 MAP4K5 MAPKAPK2 MARCHF6 MAT2A MATN2 MBTPS1 MED17 MED4 MGMT MGST3 MMP3 MPZL2 MRPS30 MSRA MT1X MXD1 MYO6 NAMPT NAP1L1 NBR1 NCOA1 NCOR2 NDEL1 NDRG1 NDUFS4 NEBL NECTIN2 NELL2 NEO1 NFATC1 NFATC3 NFIB NOD2 NOP53 NPAT NR4A2 NUFIP1 NXT1 OCA2 ODC1 OPN3 OXSR1 PACSIN2 PANX1 PBX3 PBXIP1 PCBP2 PDCD4 PDE4B PDGFC PELI1 PELI2 PER3 PEX13 PFKFB3 PHGDH PHYH PIGA PIGN PIK3CB PIM1 PITPNB PKIA PKIG PLAGL1 PLAU PLAUR PLD1 PLIN2 PLLP PLPP1 PLXNA2 PMP22 PNO1 PNP PNRC1 PON2 POSTN PPAN PPP2CA PPP2R2A PPP3CA PRC1 PRDM2 PRDX2 PRKCB PRKCD PRKCH PROS1 PRSS23 PSMB9 PTBP3 PTGER4 PTGS2 PTPN21 PTPRA PTPRF PWP2 QDPR RAB22A RAB40B RAB4B RAB5A RACGAP1 RAI14 RAPGEFL1 RCAN1 RHOB RIPK4 RLF RNASET2 RNF19A RNF4 RNPS1 ROBO1 RORA RPL31 RPS6KA2 RPS6KA3 RPS6KA5 RPS6KB1 RRP1 RSU1 RTN3 RYBP S100A2 S100A4 SAP30BP SART3 SATB1 SCARB1 SCEL SCNN1B SCPEP1 SELENOP SEMA4D SH2D3A SH3BGRL SH3GLB2 SHB SINHCAF SIRT1 SKAP2 SLC1A6 SLC20A1 SLC22A18 SLC2A4RG SLC6A9 SLC7A5 SLCO3A1 SLCO4A1 SMAD7 SMNDC1 SNAI2 SOS2 SPAG9 SPINK5 SPON2 SPRY2 SPTAN1 SPTBN2 SRD5A1 SSBP2 ST14 STAM STK17B STX11 STX8 STXBP1 SUCO SULT2B1 SYNCRIP TACC2 TBK1 TCF4 TDG TECR TESK1 TESK2 TFRC TGFA TGFBI TGFBR3 THAP12 THBD TIGAR TIMP2 TLE3 TMEM50B TNFAIP3 TNFRSF10B TP53BP2 TPD52 TPPP3 TRAF6 TRIB1 TRIM16 TRPS1 TSC2 TUBA1A TULP4 TXNRD1 UAP1 UBAP1 UBE2H UBL3 UCK2 UGCG UNC119 UNG UPK1A USP3 UTRN UVRAG VAV3 VEGFA VIPR1 VPS41 VPS45 WDR1 WNT4 YAP1 YWHAH ZBTB11 ZBTB16 ZFP36L2 ZNF207 ZNF217 ZNF26 ZNF277 ZNF331 ENK_UV_RESPONSE_EPIDERMIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENK_UV_RESPONSE_EPIDERMIS_UP ACP6 ACTL6A ACTN1 ADAM8 ADAP2 ADSL AIFM1 AIMP2 AKR1B10 ALDH1A3 AMPD3 ANAPC2 ANGPTL4 ANP32A ANXA3 APEH AR ARHGDIB ATIC AVPR1B BCL11A BCL2L1 BCL3 BMAL2 BNIP3 BTN2A2 BTN3A3 CA2 CACNB3 CAPN2 CARHSP1 CBX4 CCNG2 CCT7 CD24P2 CD36 CD47 CDC20 CDH3 CEACAM3 CERS2 CES2 CHKB CHST2 CMAHP CMAS COPS7B COPZ2 CPNE1 CSE1L CSF1 CSTB CSTF2 CTSB CTSL CXCR2 CYB5R2 CYP27B1 DAPK1 DCAF8 DDB2 DEFB4A DHRS9 DKK3 DLX5 DNAJC7 DNASE1L3 DPAGT1 DPP3 DRG2 DSC2 DSG2 EBNA1BP2 EHF EHMT2 EIF2B2 EIF4EBP1 ELAC2 ELF3 ENDOU ENTPD3 ENTREP3 ESPL1 ETS1 F12 FAXDC2 FDXR FKBPL FLNA FSCN1 FTH1 FUT2 FUT3 FXYD5 G0S2 GALE GALNT6 GCLM GRK6 GSTO1 GYS1 H2BC5 H4C12 HCP5 HDAC1 HEXIM1 HGS HILPDA HK2 HMGB1 HOMER3 HP1BP3 HPSE HTR3A HTT HYOU1 IDH3A IFITM3 IL24 IL4R IL6ST IP6K1 IRF7 ITGAE ITGB4 JMJD7-PLA2G4B KLF7 KPNA6 KRT16 KRT17 KRT6A KXD1 LIPG LPXN LSR M6PR MANF MAP3K20 MAP4K4 MDFI ME1 ME2 METTL3 MKKS MMP3 MMS19 MPHOSPH6 MRPS31 MRPS7 MTMR11 MX1 MYLIP MYLK NAGPA NELFE NET1 NFX1 NHLH2 NISCH NME3 NME6 NMT1 NPIPB3 NRG1 NUDT4 NUPR1 OASL OSMR PAFAH1B3 PALS1 PDHB PDLIM7 PDSS1 PFKP PGAM1 PGF PHB1 PHLDA3 PIDD1 PIM2 PIN4 PITPNC1 PKP2 PLA2G3 PLCD1 PLSCR1 PLXNB1 POLD1 POLE POLR2G POLR3G POU3F1 PPARD PPIB PPIH PRDX3 PREB PRICKLE3 PRIM1 PRKAB1 PRKAG1 PRMT5 PROCR PRSS2 PRSS22 PSIP1 PSMA5 PSMB2 PSMD3 PSME3 PTBP3 PUDP PYGL RAB31 RALB RAP1GAP RBM5 RCC1 RGS20 RHCG RRAS2 RUVBL1 RUVBL2 RWDD2B S100A7 S100A8 S100P SCO2 SEPTIN9 SERPINA1 SERPINB1 SERPINB3 SFRP1 SFXN3 SH3BP2 SHMT2 SLC16A1 SLC1A5 SLC25A13 SLC25A15 SLC2A1 SLC35B1 SLC5A6 SMS SNRPA1 SNX7 SORL1 SP110 SPG7 SPRR2A SQOR SRM SRSF7 ST6GALNAC2 STAMBP STAT3 STK25 STK39 STRN STX6 SULT1A2 SURF2 TBP TEAD4 TGFA TGM1 THBS2 TIGAR TJP2 TMEM165 TMPRSS4 TMSB10 TNC TNFRSF10B TNFRSF25 TNKS TOLLIP TP53I3 TPD52L2 TREX1 TRIOBP TUBG1 TUBGCP2 TYMS ULBP2 UPP1 USP20 VLDLR VRK2 WARS1 XPC XPOT XRCC1 ZNF212 ZNRD2 ZYX ENK_UV_RESPONSE_KERATINOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENK_UV_RESPONSE_KERATINOCYTE_DN AASDHPPT ABCC5 ABCE1 ACADM ACADSB ACBD3 ACSL3 ACTL6A ACTR2 ACTR3 ACYP1 ADCY3 ADCY7 ADCY9 ADH5 ADRB2 AFAP1 AFF1 AFG3L2 AGL AGPS AKAP10 AKAP11 ANP32A ANXA7 ARFGEF1 ARHGAP8 ARHGEF4 ARHGEF7 ARL6IP5 ASH2L ATP1B3 ATP2A2 ATP2C1 ATP5F1B ATP6V1A ATR ATRX ATXN2 AUH AZIN1 B4GALT2 BAIAP2 BCAR3 BCAT2 BCL6 BET1 BHLHE40 BIRC2 BIRC3 BLMH BMI1 BNIP3L BPTF BRD8 BUB3 C1D CAMKK2 CAP2 CBX1 CBX3 CCDC6 CCND2 CCNG2 CD2AP CD44 CD46 CD58 CDC123 CDC23 CDC7 CDK14 CDK2 CDKN1B CEBPD CELSR2 CETN3 CLIP1 CLTC CNN3 CNOT2 CNOT4 CNTN1 COG5 COL16A1 COPB1 COPS2 CPD CPNE3 CPOX CPSF4 CRADD CREB1 CRIM1 CSE1L CSNK1A1 CTBP1 CTCF CTNNA1 CTNNAL1 CUL1 CUX1 CXADR CYB5B CYP51A1 DCAF8 DDX17 DDX3Y DDX42 DEK DHRS3 DHX15 DHX9 DKC1 DKK1 DLD DLEU1 DLG5 DNAJA1 DNMT1 DOP1B DUSP4 DUSP5 DUT DYRK2 EBAG9 EEF1E1 EFEMP1 EID1 EIF3J EIF4H ELAC2 ELOVL5 ELP1 ENOSF1 ENTPD4 ENTPD6 EPRS1 EPS15 ERCC5 ERH EXTL3 FASN FAT1 FAT2 FDFT1 FEN1 FEZ1 FH FKBP5 FLRT2 FMR1 FNTB FOS FOXO3 FPGT FZD6 G3BP1 G3BP2 GAPDH GAS2L1 GBE1 GCAT GCSH GMFB GNAQ GNE GNPAT GOLGA4 GOLGA8A GOSR1 GOT1 GRSF1 GSDME GSK3A GSK3B GTF2F2 GTF3C2 H1-0 H2AZ2 H4C3 HES1 HNRNPA0 HNRNPD HNRNPDL HNRNPR HOXA9 HPS5 HSPA4L HSPD1 HSPE1 ID1 IFI44 IFI44L IFIT1 IFNGR2 IFT25 IGF2BP3 IGSF3 IL10RB IMPA1 IPO5 IPO7 IRS1 ITGB5 ITSN1 ITSN2 JAG2 KAT6A KATNB1 KDM5A KHSRP KIF2A KIFAP3 KLF7 KLF9 KRAS KTN1 LAMP2 LAMP3 LBR LPCAT3 LUC7L3 LYST MACF1 MAD2L1 MALT1 MAN2A1 MAOA MAP3K5 MAP4 MAPKAPK5 MARCHF7 MARK3 MBD2 MBD4 MBNL1 MCL1 MCM3AP MCM6 MDH1 ME2 MECP2 MED7 MIA2 MICB MKRN1 MMS19 MPHOSPH6 MRPL3 MSMO1 MT1H MTF2 MTHFD1 MTMR3 MTMR4 MYO10 MYO5A NAE1 NBN NCOA3 NDUFS1 NIPSNAP2 NME6 NMI NMT2 NOL7 NOLC1 NPEPPS NPTN NRG1 OGT PAFAH1B1 PAICS PAK1 PARP1 PAWR PCDH7 PCF11 PCGF3 PCMT1 PEX11B PEX3 PEX6 PFDN4 PFKM PGRMC2 PHB1 PICALM PIK3R3 PIP4K2B PKD2 PLSCR1 POLR2B PPIG PPP1R3C PPP2R5E PRH1 PRKAR1A PRKCI PRKDC PRPF4 PRPF4B PRRG1 PSMD5 PSMG1 PSPH PTHLH PTMA PTOV1 PTP4A2 PTPN1 PTPRZ1 PUM2 PURA PYROXD1 RAB14 RABEPK RABGAP1 RABIF RACK1 RANBP2 RAPGEF5 RARS1 RASA1 RB1 RBBP8 RBFOX2 RBM6 RBM8A RBMX RCBTB2 RDX RGS19 RGS2 RGS20 RND3 RNF13 RNF2 RO60 ROCK2 RP2 RPA3 RPGR RPP30 RPP38 RRM1 RTCA RUVBL1 RXYLT1 SCAF11 SCFD1 SCML2 SDHD SEC23A SEC24B SEMA3C SEMA3F SERPINE2 SFRP1 SIAH1 SLBP SLC11A2 SLC16A1 SLC25A5 SLC2A1 SLC2A3 SLC31A1 SLC35A1 SLC9A6 SMAD4 SMARCA1 SMARCA2 SMC1A SNRNP200 SNRPF SNRPG SNTB2 SNX4 SNX7 SORL1 SP100 SQLE SRF SRI SRSF1 SRSF11 SSB STARD7 STAU1 STEAP1 STK3 STRN3 STT3A STX6 STXBP3 SUGP2 SUMO1 SVIL SYPL1 TACC1 TARBP1 TBL2 TBXA2R TCEAL1 TCERG1 TCFL5 TENT4A TERF1 TFAP4 TGDS TGFBR2 TJP2 TLK2 TM9SF2 TMEM187 TMX1 TNC TNFRSF1A TOMM20 TOP2A TOP2B TOPORS TOR1A TP53BP1 TP63 TPR TPST2 TPX2 TRA2B TRIM13 TRIM23 TRIM38 TRIM44 TRIP12 TRIP13 TSNAX TUBGCP2 TUSC2 TYMS UBA2 UBE2C UBE2D3 UBE2N UBE4A UBR5 UGDH UMPS UPF3A URI1 USP1 USP14 USP6 USP7 UTP3 VAMP4 VPS26C VRK1 VSNL1 WASF1 WNK1 WNT5A WWOX WWTR1 XPA XPO1 YAF2 YES1 YME1L1 YTHDC1 ZDHHC3 ZFAND5 ZFR ZMYM2 ZMYND11 ZMYND8 ZNF133 ZNF146 ZNF148 ZNF638 ZWINT ENK_UV_RESPONSE_KERATINOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ENK_UV_RESPONSE_KERATINOCYTE_UP ABL1 ACAA1 ACADVL ACO2 ACOX1 ACOX2 ACTN4 ADM ADRA1D AKR1B1 ALAS1 ALDH3B2 ALDOA ALOX12 AMD1 ANXA2 AP1G2 AP2S1 API5 APOE APRT AQP6 AREG ARHGDIA ASL ASNS ATF3 ATF4 ATG12 ATP5F1A ATP5F1D ATP6V0A1 ATP6V0B ATP6V0C ATP6V0E1 ATP6V1E1 ATP6V1F B2M BAMBI BANF1 BCKDK BLCAP BLVRB BPGM BRD2 BRS3 BSG BTF3 BTG1 BTG3 BTRC BUD31 C1R CACNA1E CAP1 CAPG CASP1 CCK CCL14 CCL7 CCN1 CCN2 CCNA1 CCNC CCNI CCNT2 CD4 CD99 CDA CDC37 CDH16 CDK16 CDK2AP2 CDK5 CDKN1A CDKN1C CEBPA CEBPB CEBPG CFL1 CGB3 CGGBP1 CHMP2A CHRNB1 CIB1 CITED1 CITED2 CKB CKMT1B CLDN4 CLK1 CLP1 CLTA COMT COPE COX5B COX6A1 COX6B1 COX7A1 CRABP2 CRHR1 CRYAB CSH1 CSNK1D CSNK2B CSRP1 CST6 CTH CTSD CX3CL1 CXCL1 CXCL2 CXCL3 CYBA CYC1 CYP11B1 CYP17A1 CYP19A1 CYTH2 DCTN1 DDT DGAT1 DGCR6 DHRS2 DKK1 DNAJA1 DNAJB2 DNAJB6 DPM2 DRAP1 DTNB DUSP1 DUSP14 DUSP5 DUSP8 DXO ECH1 ECHS1 ECM1 EFNA1 EFNB1 EIF1 EIF1B EIF3C EIF3F EIF3G EIF3I EIF3K EIF4A1 EIF4E2 EIF4EBP2 EIF5 EIF6 ELL2 ELOB EMD EMP3 ENDOG ENG ENO1 EPHB3 ERCC1 ERGIC3 ETS2 EVPL EVX1 EYA2 F2RL1 FAM50A FAU FHL2 FKBP2 FMNL1 FOLR1 FOS FOXC1 FUS FXYD2 GABARAP GABARAPL2 GADD45A GADD45B GALNT3 GAST GCHFR GDI1 GEM GJB3 GLA GNAS GNB2 GPR143 GPS2 GPX4 GRN GSN GSTP1 GTF2B GUK1 H1-3 H2AC16 H2BC10 H2BC14 H2BC15 H2BC4 H3C10 H3C4 HBEGF HBP1 HCCS HLA-A HLA-B HLA-DRB1 HLA-E HLA-F HLA-G HMBS HMG20B HMGA1 HMGCS2 HNF1B HPCA HSP90AB1 HSPB1 IDH3B IER2 IER3 IFI30 IFRD1 IGFBP6 IL1B IL1R2 INSL4 IRF5 ISG15 ISG20 ITGB7 ITM2B ITPR1 JTB JUNB JUND JUP KCNB2 KCND3 KCNG1 KCNQ3 KLF5 KLK1 KLK10 KLK11 KLK8 KPNA4 KRT18 KRT33B KRT34 KRT7 KRT75 KRT8 KYNU LAD1 LAMA2 LGALS1 LGMN LIG1 LIG4 LY6D LY6E LY6G6C LY6H LYPD3 MAD1L1 MAFF MAGED2 MAL MAP1LC3B MAP2K3 MAPK13 MCM3 MEF2D MGAT3 MGMT MIF MLF2 MMP10 MMP14 MNAT1 MOAP1 MPDU1 MPG MRPL23 MRPS12 MSI1 MUC1 MXD1 MYCN NAALADL1 NDEL1 NDUFB7 NDUFS8 NECTIN2 NEDD8 NEFM NEU1 NME2 NME4 NOP2 NPR1 NR1D1 NR4A2 NTHL1 NUCB1 NXF1 OAZ1 ODC1 OVOL1 P2RY11 P4HB PAX8 PCBP1 PCSK7 PDLIM4 PEA15 PEPD PER1 PFDN5 PFN1 PHB2 PHKG1 PHKG2 PHLDA2 PIGQ PKP3 PLD1 PLD2 PLIN3 PLPP2 PMEL PMS2P3 PMVK PNP POLA2 POLB POLD4 POLR2A POLR2I POLR2L PPBP PPIF PPP1CA PPP1R11 PPP1R15A PPP2R1A PPP2R2A PPP4C PRB1 PRB4 PRDX2 PRL PRPF19 PRPF3 PRSS1 PRSS8 PSG7 PSMB3 PSMB4 PSMB7 PSMB8 PSMD8 PSMD9 PSME1 PTGS1 PTH1R PTOV1 PTPRE PYY QPCT RAB1A RAB5A RAB9A RABAC1 RAC1 RACK1 RAE1 RALY RBBP6 RBM4 RECQL4 RER1 RFC1 RFC2 RGS12 RGS16 RHOD RND3 RNF103 RNF24 RNH1 RPL10 RPL10A RPL12 RPL14 RPL18 RPL18A RPL19 RPL28 RPL29 RPL35 RPL8 RPN1 RPS10 RPS11 RPS15 RPS21 RPS3 RPS5 RPS9 RRAD RXRA S100A11 S100A12 SARS1 SCAMP3 SCN2B SDC4 SELENOW SELPLG SEPTIN5 SERPINB6 SERPINB8 SF3A1 SF3B4 SGK1 SH3GL1 SKP1 SLC12A4 SLC1A6 SLC25A14 SLC3A2 SLC6A8 SLURP1 SMAD7 SMPD1 SNAPC1 SND1 SNRPB SNTA1 SORBS3 SPINK1 SPINT1 SPRY2 SRPRA SSR1 SSR4 ST3GAL2 ST7 STK17B STOML2 STX11 STX16 STXBP2 SULT2B1 SUPT4H1 SURF1 TACSTD2 TAF7 TAGLN TAGLN2 TAGLN3 TALDO1 TCF15 TCIRG1 TECR TFE3 TGFB1 TGIF1 TGM2 TGM3 TIMM17A TIMM17B TIMM44 TKTL1 TMED3 TMEM265 TMF1 TNFAIP3 TNFRSF1B TNFSF9 TNNT1 TOB1 TOM1 TRAF4 TRIB1 TRIM15 TRIM28 TRIM29 TROAP TRPV6 TSC22D1 TSPAN1 TST TUBB2A TUBB4A TUBB4B TUFM TXN2 TXNRD1 UBA1 UBB UBE2D3 UBE2H UBE2M UBQLN2 UBXN1 ULK1 UPK1B UQCRC1 VAMP8 VASP VAT1 VCP VPS72 WASL YBX1 YTHDC1 YWHAZ ZFP36 ZNF165 ZNF211 ZNF263 ZNF593 ZNF76 ZNHIT1 EPPERT_CE_HSC_LSC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPPERT_CE_HSC_LSC ABCB1 ADGRG6 ALCAM BAALC BCL11A CACNB2 CRHBP DAPK1 DRAM1 ELK3 ERG FAM30A FLT3 FRMD4B GUCY1A1 HLA-DRB4 HLF HOXA5 HOXB2 HOXB3 HTR1F INPP4B KAT6A MECOM MEIS1 MYO5C PLSCR4 PPP1R16B PRKCH RBPMS RNF125 SLC25A36 SMARCA1 SOCS2 SPINK2 SPTBN1 TCEAL9 TFPI TMEM38B YES1 ZNF165 EPPERT_HSC_R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPPERT_HSC_R ABCB1 ABTB3 ADGRG6 ALCAM ANK3 ASXL1 ATP8B4 BAALC BCL11A BEX1 C2orf69 CACNB2 CALN1 CD109 CFH COL5A1 CRHBP CRIM1 CYLD DACH1 DAPK1 DDX5 DLK1 DNAJB9 DRAM1 DST DUSP6 EIF5 ELK3 EPC1 ERG FAM106A FAM169A FAM30A FAM3C FGD5 FLT3 FNBP1 FOXO1 FRMD4B GCNT2 GNL1 GUCY1A1 H2AC18 H2BC10 H2BC5 H2BC6 H2BC8 HES1 HLA-DRB4 HLF HOPX HOXA5 HOXB2 HOXB3 HSP90B1 HTR1F INPP4B INSIG1 IPO11 ITSN2 JUN KAT6A KBTBD8 KDM2A KLF4 KMT2A KSR1 LONP2 LPP MAFK MCTP1 MECOM MEIS1 MLLT3 MREG MSI2 MSMO1 MYO5C NPR3 OGT OSER1 PAM PAN3-AS1 PCNX1 PDE10A PLSCR4 PNISR PNP PPP1R16B PRKCH PROM1 PTK2 RBM7 RBPMS RCSD1 RGCC RIMKLB RLIM RNF125 RPL31 RPS20P22 RSL1D1 RUNX2 SEL1L3 SLC17A9 SLC25A36 SMARCA1 SMARCA2 SOCS2 SPINK2 SPTBN1 ST3GAL6 TCEAL9 TCF12 TFPI TMEM107 TMEM200A TMEM38B TPT1 U2 WDR91 YES1 ZBTB4 ZDHHC21 ZEB1 ZNF165 EPPERT_LSC_R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPPERT_LSC_R ABCG1 ADGRG1 ARFGEF1 ARL3 ARPP19 ATP1B1 ATXN7L3B C2CD2 CDIP1 CDK12 CLN5 CSDE1 EEF1AKMT3 EIF2S3 FRMD4B IQGAP2 KLF3-AS1 LRRC61 LRRC8B MAP3K7 NAB1 NF1 NIPAL2 PAQR6 PLCH1 PNPLA4 PPIG PPP1R10 PTCD2 RABGAP1 RBPMS SETDB1 SLC9A7 SNHG20 TGIF2 TRAF3IP2 UBR5 VGLL4 ZBTB39 ZFP30 ZNF304 ZNF500 EPPERT_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/EPPERT_PROGENITOR ACO1 ACSM3 ADGRA3 AHCYL1 ANK1 ANKRD27 ARMC8 ASRGL1 BAMBI BMS1 BTK CALU CCNB2 CCNJ CDK6 CDK7 CENPU CHEK1 CHEK2 CKAP5 CNRIP1 CSNK2A1 CTNNBL1 CTPS1 DCAF7 DDAH1 DLAT DLC1 DNAJC6 DTL DUT EIF2AK1 EIF2S1 EIF5B EREG FAM171A1 FANCI FBXO7 FECH FKBP14 GINS2 HAUS6 HBS1L HDC HIRA HMGB1 HMGXB4 HNRNPR HS2ST1 HSP90AA1 IDE IDH3A IPO5 KCNQ5 KIFAP3 KNTC1 LANCL2 LDHB LHFPL2 LRPPRC LRRFIP2 MACIR MARCHF5 METAP2 METTL14 MEX3B MICAL2 MINPP1 MIPEP MRE11 MRPL35 MSH3 MTHFD2 MTMR2 MTPAP MTREX MYCN NCBP1 NDC1 NDC80 NET1 NOMO1 ODC1 P2RY1 PAICS PALM2AKAP2 PCLAF PCTP PDLIM1 PDZD8 PEX5 PHF6 PLIN2 PLK4 PMP22 POLA1 POLE2 POMK PRKAR2B PRKDC PSMD1 RACGAP1 RFC3 RFX7 RHAG RMDN1 RRM1 RYR3 SART3 SCD SLC27A2 SLF1 SMC1A SORD SPTA1 SSX2IP STAM STEAP3 SUPT16H TAL1 TFRC TIPIN TM9SF3 TMEM97 TMOD3 TNIK TPM1 TPR TRIP13 TRIT1 TXNRD1 UBE2FP1 UMPS WASF1 WRN XK ZNF225 ZWINT FAELT_B_CLL_WITH_VH3_21_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAELT_B_CLL_WITH_VH3_21_DN ACBD3 ADARB1 ASAH1 ASMTL CALCOCO2 CBX7 CCNG2 CDKN1B COX7A2 CTDSP2 CTNNA1 DDX1 DDX19A FCGR2B HEBP2 HMGN4 IFI6 ING1 LMO4 MICB MKRN1 MOAP1 MXI1 N4BP2L1 NDUFC1 NPC2 PBX3 PLCL2 PLP2 POP4 PSMD10 PSMD8 PUM1 RAB31 RABGAP1L RNF13 SAP18 SCRN1 SERP1 SMAD2 SMC5 SNW1 SPEN TAB2 TBCC TBL1X TSPO WASHC2C YWHAB FAELT_B_CLL_WITH_VH3_21_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAELT_B_CLL_WITH_VH3_21_UP ACTN4 ARHGEF1 ATOSB BCR CALR CDK16 CLUH CNOT3 DVL1 E2F4 EIF4G1 GNA12 HMGA1 IGHV3-23 IGHV3-69-1 KCNAB2 KDM5C MLH1 MYO9B PKMYT1 POR PPP5C PPT2 PRKCSH PRRC2A PTPN1 PTPN7 SAFB SASH3 SBNO2 SLC25A42 SLC7A6 SMARCD1 SMG5 SRC STXBP2 TK1 TOMM40 TOP3B TYMS UBTF VCP VDAC1 YKT6 ZBTB48 FAELT_B_CLL_WITH_VH_REARRANGEMENTS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAELT_B_CLL_WITH_VH_REARRANGEMENTS_DN ADTRP ASMTL ATP6V1G1 CBX7 CDK14 DCTN3 DDX1 DDX19A DEFA1 EID1 FKBP1B GLO1 GTF3A HNRNPU HSPA4 JARID2 KRT10 LDOC1 LYRM1 MAGED2 MOAP1 MRPL40 MYLK NDUFC1 PARP4 PBX3 PFKP PFN2 PLCL2 PPP1R2 PRPS1 PSMD8 SELENOF SLC35D2 SOD1 TGOLN2 TMED10 TMEM147 TMX4 TRAPPC8 TSPYL4 UBE2D2 VPS13B XBP1 XPO1 YWHAQ YY1 ZHX2 ZMYND11 FAELT_B_CLL_WITH_VH_REARRANGEMENTS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FAELT_B_CLL_WITH_VH_REARRANGEMENTS_UP ARFRP1 BCL6 BMI1 CACNA1A CAPZA2 CBFA2T3 CDKN2D CLIC4 CPT1B CTDSP2 DENND4B DGKG DUSP7 EFR3A EGR3 EMP3 FGL2 FOXO4 GABBR1 HLA-F HNRNPA3 ID3 ING1 JAK2 MNT MTSS1 MXI1 N4BP2L1 NCF4 NPC2 NPTN PIP5K1B PLAGL1 RAB31 RAB6A RHOC RUNX1 SAP18 SCRN1 SNU13 SPEN SRSF2 SUN1 TBL1X TLR1 TUBA1A YIF1A ZBTB20 FALVELLA_SMOKERS_WITH_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FALVELLA_SMOKERS_WITH_LUNG_CANCER ACTR2 ADAMTS1 ADGRF1 AGTR2 AHRR ANK2 APOL6 AQP4 ATP6V0D2 AZGP1 B3GNT5 BTG2 C1S CAMKK2 CCL20 CRTC1 CTNNA1 CYP1A1 CYTH1 DDX3X DUSP1 EIF1 ENG EPAS1 EZR FER FGG FKBP5 FOLH1 FUS GABPB2 HAS1 HOXC8 HSP90AB1 HSPD1 IGLJ3 IL6ST IQGAP1 ITGB6 ITLN1 MAPKAPK2 MAT2A MATR3 MCL1 MET MICALL2 MMP1 MVD MYH11 NAMPT NEAT1 NFASC NR4A3 OTUD4 PGS1 PRKG1 RAB12 RASEF RCAN1 RHOB RNF125 RNF144B SCAF11 SEC61A1 SERPINB2 SERPINE1 SOD2 SRPRA SRSF5 STC1 STEEP1 SUPT16H TAOK1 TOP1 TTC3 UFM1 USP10 WDR1 XAGE1A ZFP36L2 ZNF649 FARDIN_HYPOXIA_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARDIN_HYPOXIA_11 AK4 ALDOC ANGPTL4 ANKRD37 BHLHE40 BNIP3 BNIP3L BTG1 DDIT4 EGLN1 EGLN3 FAM162A FUT11 IGF1R IGFBP3 KDM3A MAPT MTFP1 MXI1 NDRG1 P4HA2 PDK1 PFKFB4 PGK1 PGM1 PLOD1 SLC2A3 TNIP1 TPI1 TXNIP VEGFA ZNF395 FARDIN_HYPOXIA_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARDIN_HYPOXIA_9 AK4 ALDOC BNIP3 DDIT4 FAM162A PDK1 VEGFA FARMER_BREAST_CANCER_APOCRINE_VS_BASAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_APOCRINE_VS_BASAL ABCA12 ABCC5 ABCC6 ABHD11 ACACA ACAD8 ACE2 ACOX2 ACSL1 ACSL3 ACSS3 ADCY7 AGPS AK4 AKAP9 AKR1A1 AKR1D1 ALCAM ALDH3B2 AMACR ANKLE2 ANKRD27 ANP32E APLP2 APOBEC3A APOD AR ARFIP2 ATP11B ATP6V1G1 ATP7A AZGP1 BBS1 BCAP29 BCL11A BLVRB BMAL2 BMERB1 BRINP3 BTBD3 BTG3 C1QBP CADPS2 CASD1 CCDC88A CCL2 CCNDBP1 CDC20 CDC42EP3 CDH1 CDKN2A CEP55 CERS4 CERS6 CES1 CHST1 CIRBP CLCA2 CLDN8 CLDND1 CLGN CLN3 CLU CNTNAP2 CRAT CRIPT CRISP3 CROT CTBS CX3CL1 CYB561 CYB5A CYP2J2 CYP4F8 CYP51A1 DALRD3 DAP DBI DCAF6 DCXR DHCR24 DHRS2 DMD DSC3 DUSP10 DUSP4 E2F3 ECHDC1 ECHDC2 EFHD1 EGF ELAPOR1 ELOVL5 EN1 ENOSF1 ENSG00000291006 ERBB4 ERLIN2 ESRRG ETFA ETFB FABP5 FAH FAM174B FAM216A FAM234B FASN FBL FCN2 FDFT1 FEM1C FJX1 FMO5 FMR1 FOXC1 G6PD GABRP GALE GALNT7 GFUS GGT1 GGTLC1 GHR GINS1 GLS GNMT GPD1L GPM6B GPR161 GPX7 GSE1 GSPT2 GSTZ1 HACD3 HERC5 HGD HMGCR HMGCS2 HMGN4 HOXB2 HPRT1 HSPA6 IDH1 IDH2 IDI1 IGF2BP2 INPP4B KANK1 KCNMA1 KDM4B KIF11 KIF14 KIF18B KIF20A KIF23 KIT KLF5 KMO KRT16 KRT18 KRT6A KRT6B KRT7 KYNU LAMP3 LBR LDHB LIMA1 LIMCH1 LMO4 LONP2 LRBA LRRC8D LYN MAGED2 MAOA MAPT MELK MFAP2 MID1 MKI67 MKNK2 MLF1 MLPH MPHOSPH6 MSMO1 MSX2 MTUS1 MYC MYL6B NAAA NANS NAV2 NCK1 NEDD4 NHERF1 NR2F1 NRAS NT5C2 NUP88 OBI1 OPTN P2RY2 P4HA1 PAM PAPSS2 PCLO PDCD5 PDLIM1 PELI1 PEX11A PFDN4 PGRMC2 PHKB PIK3R1 PIP PKP1 PLAAT2 PLAGL1 PLCL2 PLEKHB1 PLSCR1 PMAIP1 PNISR PON2 PPIC PREP PRKAA1 PRKACB PRKAR2B PRKX PRLR PROM1 PRR15L PSIP1 PTK6 PUM3 QKI QSOX1 RABEP2 RASGRP1 RBBP8 RBM47 REEP5 RETSAT RGS10 RHOB RND1 RNF138 RNF141 S100A13 S100A2 S100A4 S100A6 SAR1B SC5D SCD SCHIP1 SCNN1A SEC23B SEL1L3 SELENOP SEPHS2 SERHL SERHL2 SH3BP4 SIDT1 SIGLEC15 SIK1 SLC16A1 SLC19A2 SLC22A18 SLC26A3 SLC2A10 SLC35A3 SLC38A1 SNRPD1 SOCS5 SPDEF SPRED2 SPTLC2 SREBF1 STIL STK26 STOML2 SWAP70 SYCP1 SYNCRIP TAF1A TAF5 TASOR2 TCF7L2 TFAP2B TMEM135 TMEM158 TMEM41B TMEM87A TMPRSS2 TNFRSF21 TOP2A TP53BP2 TP53TG1 TPD52 TPGS2 TRAK2 TRIL TRIM36 TRMT11 TRPV6 TSC22D3 TSPAN13 TSPAN3 TTC13 TTLL12 TUBB6 TYMS UBE2C UBE2E3 UCP2 UGDH UGT2B11 UPF3B UTP25 VWA5A YEATS2 ZBTB16 ZKSCAN1 ZMYND8 ZWILCH FARMER_BREAST_CANCER_APOCRINE_VS_LUMINAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_APOCRINE_VS_LUMINAL ABCA12 ABCC5 ABCC6 ABHD2 ACAA2 ACAD8 ACADM ACE2 ACOT7 ACSL1 ACSL3 ADAM9 ADM AGFG1 AGPS AK4 AKR1A1 AKR1B10 AKR1D1 ALCAM ALDH1A3 ALDH3B2 AMACR ANKLE2 ANKRD27 ANP32E ANXA9 APLP2 APOD AR ARL3 ARNT2 ASB13 ASS1 ATP7A AZGP1 BAG1 BCL2 BLNK BMI1 BNIP3 BRINP3 BST2 BTG2 C14orf132 C2CD5 C3orf52 CACNA2D2 CCDC6 CCNDBP1 CDKN1B CES1 CHN2 CHST1 CHST15 CLCA2 CLDN1 CLDN8 CLIC3 CLSTN2 CLU COL9A3 COMT CPA3 CPQ CRABP2 CROT CRYBG1 CSGALNACT1 CSTB CTBS CXCL8 CYB5A CYP2J2 DAP DBI DBNDD2 DCAF10 DDAH2 DDC DHCR24 DHCR7 DIP2C DNALI1 DUSP14 ECHDC1 EFHD1 EGFR EGR3 EIF2AK2 EIF4EBP1 ELOVL2 ENO2 ERGIC2 ERO1A ESR1 ETFA ETFB EVL FABP7 FAM106A FAR2 FASN FCHSD2 FCN2 FDFT1 FGFR2 FKBP5 G6PD GALE GALNT3 GATA3 GFRA1 GFUS GGT1 GGTLC1 GHR GMPS GNMT GPRC5B GREB1 HDGFL3 HEBP2 HGD HMGCS1 HMGN4 HPRT1 HSD17B2 HSD17B4 IDH1 IDH2 IFI35 IGF1R IGFBP4 IKBKB IL6ST INPP5F KCNMA1 KIT KMO KPNB1 KRT7 KYNU LAMB2 LBP LDOC1 LIMCH1 MACIR MANSC1 MAOA MAOB MAP2K6 MAP3K5 MARCHF3 MCCC1 MCF2L MDM2 MEAK7 MED13 MED13L MEIS3P1 MIA3 MICB MKNK2 MLF1 MORC4 MPHOSPH6 MPHOSPH9 MPZL1 MSMO1 MSX2 MTFR1 MTUS1 MYH10 MYL6B MYO10 MZT2A NAAA NAMPT NBR1 NDNF NDRG1 NME3 NOTCH2NLA NPEPPS NPY1R NRAS NUDT15 OASL OAZ3 OPN3 OPTN ORM1 P4HA1 PALS2 PAM PAPSS2 PCDH7 PCSK6 PDLIM1 PDZD2 PDZK1IP1 PER3 PEX3 PFKM PGK1 PGRMC1 PHKB PI3 PIK3CB PIP PKP2 PLAAT1 PLAAT3 PLCH1 PLCL1 PLEKHB1 PMAIP1 PNISR PNMA1 PNP POLG2 PON2 PPIF PRKAA1 PRKAR2B PSIP1 PSME4 QPRT QSOX1 RAB38 RABGAP1L RALGPS1 RAMP1 RBBP8 REEP5 RESF1 RIOX2 RLN2 RMND1 RNF11 RNF141 RNF24 RTN1 RTP4 S100A13 S100A14 S100A8 S100A9 SAR1B SCCPDH SCD SCGB1D2 SCUBE2 SEC23B SEPHS2 SERHL SERHL2 SERPINA5 SETMAR SGMS1 SLC31A1 SLF2 SLPI SMAD3 SMARCD3 SMARCE1 SMCO4 SMPDL3A SPRED2 SPTLC2 SRD5A1 SREK1 SSR1 ST6GALNAC2 STEAP3 STK32B STK39 STYK1 SUZ12 SWAP70 SYCP1 SYNGR3 TACC2 TASOR2 TBC1D9 TBL1X TBX3 TESMIN TFAP2B TFF1 TFF3 THBS1 TK1 TLE1 TMEM87A TMPRSS2 TMSB15A TMT1A TMX4 TNFSF4 TPGS2 TPSAB1 TRAF5 TRIM36 TRMT1L TRPS1 TRPV6 TSPAN3 TSPAN8 TTYH1 TUBA4A U2SURP UCHL3 UCP2 UGT2B11 ULK2 VEGFA VEZF1 VLDLR WDR19 WIPF2 WWC3 YAP1 YBX1 ZDHHC17 ZDHHC4 FARMER_BREAST_CANCER_BASAL_VS_LULMINAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_BASAL_VS_LULMINAL ABAT ACADSB ACOT2 ACTL6A ADD2 ADIRF ADM AGR2 AHNAK AKR7A3 ALDH6A1 AMACR AMD1 ANXA9 AP1AR APBB2 APPBP2 AR AREG ARHGEF9 ARMT1 ART3 ASF1A ATG5 ATP7B BBOF1 BBOX1 BBS1 BCL11A BCL2 BCL2A1 BLVRA BTG3 BUB1 CA12 CACNA2D2 CANT1 CAPN9 CASP8AP2 CCL2 CCNC CCNE1 CD24P2 CD44 CDC20 CDK17 CDKN2A CEBPB CEBPG CELSR1 CENPA CERS6 CHEK1 CHI3L1 CHMP2A CHST2 CILP CIRBP CLCN4 CLIC4 CORO1C COX16 CPB1 CPD CRIP1 CSRP2 CX3CL1 CXCL5 CXCL8 CYP2B6 CYP2B7P DACH1 DALRD3 DCXR DHRS2 DHRS7 DKC1 DMD DNAJC1 DNAJC12 DNALI1 DSC2 DSC3 E2F3 ECI2 EFCAB11 EFHC1 EIF1AX ELAPOR1 EN1 ERBB4 ESR1 EVL FABP5 FAM171A1 FAM174B FAM234B FASN FBP1 FBXL5 FBXL7 FMO5 FOXC1 FOXM1 FUT8 FYCO1 GABBR2 GABRP GAL GALNT10 GALNT6 GALNT7 GAMT GATA3 GDF15 GFRA1 GLS GMPS GPC1-AS1 GPD1L GPM6B GPR161 GREB1 GSE1 GSTM3 GSTP1 GSTZ1 GTPBP4 H1-1 HDAC2 HEBP2 HHAT HS3ST1 HSD17B4 HSPB1 IFRD1 IGF2BP2 IGFBP4 IL6ST INPP4B IRS1 ITGB5 KDM4B KIAA0232 KIF14 KIF16B KIF4A KLF5 KLHL7 KRT16 KRT18 KRT6A KRT6B KRT8 LASP1 LBR LDHB LGALS8 LIMA1 LMO4 LONP2 LRBA LRP12 LRRC17 LRRC8D LYN MACIR MAGED2 MAGOH MAPT MARCO MCCC2 MCM10 MCM5 MELK MICALL1 MID1 MLPH MMP12 MPZL2 MRFAP1L1 MRTFB MSN MTHFD2 MTMR2 MYB MYC MYO10 MYO5C NAT1 NBEA NCK1 NDC80 NDUFAF4 NFE2L3 NFIB NFIL3 NHERF1 NME3 NQO1 NRTN NT5C2 NUDT4 P4HTM PAAF1 PALS2 PBX1 PDGFD PDSS1 PDZK1 PELI1 PEX11A PFKP PHGDH PI3 PKP1 PLAAT1 PLIN2 PNMA1 PPP1CB PRDX4 PRKAR1A PRKD3 PRKX PRNP PRR15L PSME4 PTGER3 PTTG1 PTX3 PUM3 QKI RABEP1 RAD51AP1 RALGAPA1P1 RARA RARRES1 RBM47 REEP1 REEP5 RET RETSAT RGS5 RHOB RIF1 RND1 RNF138 RNF43 RSU1 S100B SCCPDH SCHIP1 SCNN1A SCUBE2 SEMA3C SEMA3F SEPHS1 SERHL SERPINA5 SIDT1 SKP2 SLC16A1 SLC16A6 SLC19A2 SLC22A18 SLC2A10 SLC2A5 SLC35E2B SLC39A6 SLC43A3 SLC44A4 SLC49A3 SLC9A6 SMCO4 SNRPD1 SOD2 SPATA20 SPDEF SPRED2 SPTLC2 SREBF1 SRPK1 ST6GALNAC2 ST8SIA1 STEAP3 STIL SYBU SYNC SYNCRIP TBC1D12 TBC1D9 TBX3 TCEAL1 TCEAL4 TCF7L1 TESMIN TFAP2A TFF1 TFF3 TGFB3 TM7SF2 TMEM123 TMEM135 TOB1 TOM1L1 TPBG TPX2 TRIM2 TRIM29 TRMT11 TSC22D3 TSPAN1 TSPAN13 TTC39A TTK TTLL4 TUBB6 U2SURP UGCG UGT8 VEZF1 VGLL1 VPS37C WDR19 WFS1 WWP1 YBX1 YBX3 YEATS2 FARMER_BREAST_CANCER_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_1 CCR2 CCR5 CD2 CD38 CD3D CD48 CD8A CYTIP FKBP11 GIMAP4 GMFG GPR171 GPR18 GZMA GZMK HERC5 HERC6 IFI44 IFI44L IFI6 IFIT1 IFIT3 IGHA1 IGHG1 IGHM IGKV1D-13 IGKV3-20 IGLC2 IGLL3P IGLV2-14 IL10RA ISG15 ITK JCHAIN LCK LCP2 MX1 MZB1 OAS1 OAS2 OAS3 OASL POU2AF1 RSAD2 SH2D1A TNFRSF17 TRBC2 XAF1 FARMER_BREAST_CANCER_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_2 ARMC1 ASPM ATAD2 BUB1 BUB1B CCNA2 CCNB2 CENPA CENPE CEP55 ESRP1 KIF11 KIF15 KIF20A KIF4A MAD2L1 MCM4 MELK MRPL15 MTERF3 MTFR1 NCAPG NDC80 NEK2 NUSAP1 PRC1 PRKDC PTTG1 RAD54B RB1CC1 RRS1 SLC25A32 TPX2 FARMER_BREAST_CANCER_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_3 ADM AGFG1 CLDN1 EGFR ERO1A KYNU MALL NAMPT NDRG1 PALS2 PDZK1IP1 PEX3 SLC31A1 SRD5A1 STEAP3 VLDLR FARMER_BREAST_CANCER_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_4 ADAM12 AEBP1 CDH11 COL1A2 COL3A1 COL5A1 COL5A2 CTSK DACT1 FAP FBN1 FILIP1L HTRA1 NID2 PCOLCE SERPINF1 SPARC SRPX2 THBS2 FARMER_BREAST_CANCER_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_5 CYB561 DCAF7 DHX40 FTSJ3 MED13 MTMR4 POLG2 PPM1D PTRH2 RAD51C RNF43 RPS6KB1 SMARCD2 SMG8 SUPT4H1 TACO1 TRIM37 TUBD1 VMP1 FARMER_BREAST_CANCER_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_6 AGR2 CERS6 ESR1 GATA3 GPD1L KIAA0232 MLPH RBM47 REEP5 RHOB SLC39A6 TBC1D9 TSPAN13 TTC39A FARMER_BREAST_CANCER_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_7 ALCAM ALDH3B2 AR BLVRB CDH1 DHRS2 ECI2 ESRP2 FASN GHR GSE1 IRX5 MSX2 RND1 SCD SLC35A3 SREBF1 TMEM135 TMEM41B TRIM36 FARMER_BREAST_CANCER_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FARMER_BREAST_CANCER_CLUSTER_8 CDK12 ERBB2 GRB7 GSDMB MED1 PGAP3 PNMT FEKIR_HEPARG_SIDE_POP_VS_HEPARG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEKIR_HEPARG_SIDE_POP_VS_HEPARG_DN ACADL ADH1B ADH1C AMY2B ANGPT1 ARL4D ASB13 AZGP1P1 BTNL8 C1QTNF1-AS1 CA5BP1 CABP5 CCDC172 CCM2 CEACAM20 CEBPB CEBPZOS CIDEC CXCL13 CXCR3 CYP4B1 DACH1 DCN DDIT4 DEPP1 DSTNP2 ENSG00000290964 FADD FAM13A FAM222B FBLL1 FGF14-AS2 FMO5 FOXA1 FOXB1 FPGT FRAT1 GADD45G GALNT9-AS1 GGN GLYCTK GPM6B GPR88 H3C12 HCG18 HINT3 HSPB3 IER5L IGFBP2 ISL1-DT ITGA10 KAT14 KCTD21 KRTAP5-2 LINC00847 LINC01124 LINC02714 LY6D LYRM9 MAFB MAP3K13 MMP7 MYH14 NFYB NNAT NORAD NT5M NUDT16L2P NUDT8 OR11A1 OSCAR OTOF PANTR1 PCOLCE PCTP PIM3 PLAC8 PPP1R16A PPP1R3B PPP1R3C PRDX6-AS1 PYGO2 RAD51D RNF43 RPL13AP17 RPP25L RPS3 RRH S100A8 SAA3P SERPINA2 SLC12A6 SLC23A3 SLC39A5 SMIM3 SOWAHD SPINT3 TIGD5 TLN2 TMEM82 TOB2 TSC22D3 VEGFB VPS37D VSX1 WDTC1 ZBED3-AS1 FEKIR_HEPARG_SIDE_POP_VS_HEPARG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEKIR_HEPARG_SIDE_POP_VS_HEPARG_UP ABCC2 ADGRG1 AFDN AHR AKAP12 ANGPTL4 ATF3 ATP2A2 CACNB3 CCAR2 CDH2 CFL1 COL4A1 CRYBG2 CYP1A1 DCBLD1 DGKA DNAJB5 DOT1L EDN1 EPS8L3 FAT1 FLNA FLNB FOSB FOSL1 FSTL3 GNRH1 GPAT3 HES4 HSPG2 HTT IGFBP1 IRF1 ITGA3 ITGA5 ITGB1 ITPRIP JUND KIAA0408 KIF23-AS1 KLF2 KRT8 LAMA5 LCAT LGALS1 LIF MAFF MAFK MPZL3 MSANTD3P1 MT-ND4 MYH9 NES NFIB PACSIN2 PDLIM7 PFKP PIEZO1 PLEKHO1 PMEPA1 PPRC1 PVT1 RHEBL1 RUNX1 SACS SGMS2 SLC5A3 SMARCC1 SMTN SNHG12 SNX27 SPTAN1 SRPX2 TAPBP TENM2 TENT5A TGFB2 TMEM160 TMEM44 TNC TRIP10 TRRAP TUG1 UBALD1 UNC13D USP43 VCAN VPS37B XIST FEKIR_HEPARG_SPHERE_VS_HEPARG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEKIR_HEPARG_SPHERE_VS_HEPARG_DN ACADL ATP5MJ C14orf28 CCDC172 CEACAM20 CIDEC CISD1 CITED2 COX6B1 CYP4B1 ECI1 EMP2 EPHX2 ETNK2 FKBP5 FMO3 JPH2 KCNB1 KCNJ8 KIAA0040 LINC02997 LY6G6D MAOA MINDY1 NDUFB4 NUDT16 PDE4DIP PDE6G PEBP1 PLAC8 PRR15L PYGO2 RDH16 RPL7P32 SLC41A3 SORBS1 SUSD3 TMT1A UQCRFS1 VXN ZBTB16 ZNF219 FEKIR_HEPARG_SPHERE_VS_HEPARG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEKIR_HEPARG_SPHERE_VS_HEPARG_UP ADAM19 ADAM23 ADGRG1 AMTN ANGPTL4 ANKLE2 B4GALT4 BACE2 BAZ1A BDKRB2 BMF C15orf48 CD36 CDCP1 CDYL CLDN2 CLIC4 CSF1R CXCL1 CYP1B1 DDX60 DOCK6 DUSP5 DYNC1LI2 EBI3 ELF4 EPHB2 EREG EXT1 FUT8 GARS1 GNPTAB GPR161 GSDME GSPT1 HHAT HMGA1 HMGA2 IER3 IGF2BP3 IL11 IL15RA IL1B IL6 ITGA2 ITGAV ITGB3 ITGB5 ITPR3 KIAA0930 KIFC3 KLF11 KRT86 LAMB3 LARGE1 LHFPL2 LIPH LPXN LRP10 LRP12 MARS1 MFSD1 MOXD1 MTHFD1L MYO1D NPC1 NT5E NTN4 ODAPH P2RY6 PDE2A PDK4 PDLIM3 PHLDA1 PIP4K2C PLAUR PLEKHO1 PLIN2 PMEPA1 RASA1 RBM26 RDH10 SH2B3 SH3PXD2B SIAH1 SKIL SLC20A1 SLC39A6 SLIT3 SPATS2L SPOCD1 SVIL TAPBPL TLR2 TNFAIP8 TNFRSF21 TP53BP1 TP53I3 TRAF3IP2 WARS1 ZBTB24 ZFP91 ZNF281 FERNANDEZ_BOUND_BY_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERNANDEZ_BOUND_BY_MYC ACAD10 ACADM ACHE ACO2 ACOX1 ACP3 ACTG1 AEBP1 AHSG AKAP1 AKR1A1 ALDH2 AMD1 AMPD3 APC APP ARF1 ARF4 ASCL2 ATF4 ATP1A2 BAX BBC3 BCL2 BCL3 BRCA2 BSG CASP8 CASP9 CCKBR CD63 CD79B CEACAM5 CEBPA CFDP1 CHRNB1 CLCN6 CLDND1 CLNS1A COL4A1 COL4A2 CR2 CST5 CSTB CTSF CXCL2 DCK DKC1 E2F1 EIF4A1 EIF4E EIF5A2 ELK1 ENO1 EPB42 EPHX1 ETS2 FECH FGFR4 FOXM1 FPGS FUT1 FXN GAL GALT GPR4 GSK3B GSTP1 HERPUD1 HIF1A HMBS HMGN2 HMOX1 HNRNPA1 HNRNPA2B1 HNRNPDL HOXD13 HSD11B2 HSPA8 HSPD1 HSPE1 ICAM1 ID2 ID2B ID3 IFRD2 IL11RA IL13 IL2 IMPA2 INSM1 INSR IRF2 IRF3 ISG20 ITGA6 ITGB1 JUN JUNB LBR LMNA LTB MAGEA3 MAN2A2 MCL1 MCM7 MDM2 MEN1 MET MPO MSN MUC1 MYBL2 NAB2 NBN NEFM NHERF2 NIT1 NME1 NR1D1 NRAS NTHL1 NTN3 OCA2 PAICS PDHA1 PER1 PEX3 PHB1 PI3 PKP1 PLA2G4A POLB POLD2 PPID PPP1R7 PRKDC PRTN3 PSMB1 PTEN PTMA QDPR RABGAP1L RARA RBM3 RNASEH2A RPL13A RPL19 RPL22 RPL27A RPS6 SERPINE1 SIM2 SLBP SLC19A1 SLC2A4 SLC4A2 SRD5A1 STAT6 STMN1 SYNGR2 TCF12 TCIRG1 TERT TFRC TGFB1 TGFB2 TGFB3 TGFBR1 THRA TOP1 TPM2 TXN UBA52 UCP1 UCP3 UROD VAMP2 VHL WT1 ZNF146 FERRANDO_HOX11_NEIGHBORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_HOX11_NEIGHBORS ADA CCNA2 CD1A CD1B CD1C CD1D CD1E DNTT ERCC1 HPRT1 MAD1L1 MCM4 MCM5 MME MTHFD1 PTPRF RPA1 STMN1 TK1 TLX1 TOP2A TYMS UNG FERRANDO_LYL1_NEIGHBORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_LYL1_NEIGHBORS APEX1 BCL2 CCND2 CD34 FES HHEX LGALS9 LMO2 LSP1 MYCN RHOA SELL SOD2 TNFRSF1A TRDC ZBTB16 FERRANDO_TAL1_NEIGHBORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_TAL1_NEIGHBORS BCL2A1 CD2 CD3E CD6 CDA CSF1R CXCR1 DTYMK FCGR3B FOLR1 ITGB2 LCK LGALS3 MYBL2 RUNX1 TCF7 TMSB15A TNFRSF1B TRAC TRBC2 FERRANDO_T_ALL_WITH_MLL_ENL_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_T_ALL_WITH_MLL_ENL_FUSION_DN ACAA2 AP3S1 APLNR APLP2 ATP5MC3 BARD1 BCLAF1 C1QBP CD2 CD96 CDK2 CENPX CHAF1A COX8A CSE1L DDX39A DNTT DOCK2 DUT EEF1D EIF3B ELOC EPS15 FKBP5 FYB1 GAPDH GCGR GLUL GOT2 H4C3 HADH HBB HBZ HINT1 HMGA1 HMGB2 HMGN2 HPCA HPRT1 IGFBP2 IGKC ITPKA KHSRP KPNB1 LBR LMNB1 LST1 MAPKAPK3 MCM2 MCM5 MX2 MYC NUP93 PCLAF PCNA PGAM1 PKMYT1 PLCB2 PLP2 POLA2 POLD2 PPP2R2A PRDX6 PRRX2 PSMA2 PSMA6 PSMB2 PTP4A2 RANBP1 RFTN1 RPS4Y1 RRM1 S100A4 SDHA SLC1A5 SLC29A1 SLC9A1 SORD SRSF3 TFDP2 TMEM131 TOP2A TRIP12 TXN TYMS UBE2C UBE2S USP10 VBP1 FERRANDO_T_ALL_WITH_MLL_ENL_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRANDO_T_ALL_WITH_MLL_ENL_FUSION_UP ADCYAP1 AEBP1 ALPP BIN1 BMI1 BTG1 CAPRIN1 CBLB CBX3 CCR9 CD34 CD3E CD47 CDH4 CHI3L2 CLCNKA CLEC2B CREB3 CTSH CX3CR1 DDX5 DMPK DSTN ELAVL3 FAM30A FCGRT FGR FKBP2 FLNA FUT7 G6PD GATA3 GDI1 GPSM3 HLA-E HOXA9 HYOU1 ID3 IFITM2 IKZF1 IL2RG IL32 KIAA1671 LAPTM5 LCP2 LPCAT3 MAD1L1 MBOAT7 MME MRPS12 MYOM2 NFIL3 NRIP1 NUCB2 PLEC PRDX1 PRDX2 PRKAR1B PRSS3 PTPN6 PXDN RALGDS RELA SELL SERINC3 SLC35B1 SLC7A5 SMAD1 SNORD107 SPOCK2 SPTBN1 SREBF2 SSR4 STAT3 SULT1A3 TCF4 TCF7 TIAM1 TLE4 TNFAIP3 TPM2 TRGC1 TSC22D1 TUBA1A USF2 VDAC1 VIM WAS YBX3 FERRARI_RESPONSE_TO_FENRETINIDE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRARI_RESPONSE_TO_FENRETINIDE_DN CD34 HSPA2 LDLR PPP1R3C TFF3 FERRARI_RESPONSE_TO_FENRETINIDE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERRARI_RESPONSE_TO_FENRETINIDE_UP ATF3 BHLHE40 BMP2 CCL20 CXCL2 CXCL3 DDIT3 DDIT4 DEPP1 DHRS3 GPRC5A HERPUD1 IRF1 KLF7 NEAT1 NRIP1 PTGS2 SELE SEMA3C SLC7A5 ST3GAL1 TRIM33 FERREIRA_EWINGS_SARCOMA_UNSTABLE_VS_STABLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERREIRA_EWINGS_SARCOMA_UNSTABLE_VS_STABLE_DN AAK1 ABTB1 ACP4 AHNAK ALDH6A1 ALOXE3 AMFR ANGPTL3 ATP6V1E1 ATXN7 C9orf78 CABLES1 CCDC97 CCR4 CDKN1C CHRDL1 CKB COX7A1 CRY2 CRYAB CT62 CYLD DHRS1 DLG5 DNAJB12 DNAJC4 DOLK DTWD1 ECHDC2 ELAC2 EPPIN EPS8L2 EXPH5 F8A1 FAM219B FBXL15 FES FGF2 GNB5 GNG7 GRB2 HOXC4 IFI27L2 IFI35 INMT INPP5A IQSEC3 IRF9 KRT19 LRPAP1 LYVE1 MAGI2 MAP1LC3A MAPKAP1 MXRA8 NAGLU NCOR2 NENF OAS1 OR2C1 OR51B4 OTUD5 PCDH11Y PDCD1 PDIK1L PGLYRP1 PGPEP1 PLAAT4 PRX RAB34 RBM8A RNF167 SEMA4G SLC16A5 SLC22A12 SLC27A1 SLC66A3 SPCS1 SPHK2 SPR SQSTM1 SSU72 STX5 TMCO4 TMEM176A TMEM176B TMEM187 TMEM230 TMEM53 TMEM98 TTLL3 UBASH3A VEZF1 WFS1 YPEL3 ZNF446 FERREIRA_EWINGS_SARCOMA_UNSTABLE_VS_STABLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FERREIRA_EWINGS_SARCOMA_UNSTABLE_VS_STABLE_UP ADAMTS3 AKAP5 ANK2 ANLN API5 ARHGAP11A ATAD2 ATAD5 ATP2B3 BLM BRCA1 BRD9 BRIP1 C4orf3 CASP4 CCNA2 CCNB1 CCT6A CDC6 CDKN3 CENPE CENPF CENPK CENPU CEP55 CEP83 CHAF1A CHD1 CHEK1 CHTF18 CKAP2 CLCN5 CLPTM1L CSRNP1 CTPS1 DAP3 DAZAP1 DBF4 DHFR DLGAP5 DNTTIP2 DSCC1 EAF1 EP400 ERCC1 ERH ESF1 ESPL1 FANCD2 FANCM FEN1 FGFR1OP2 GDAP1 GIT2 GJC1 GMNN GPAT4 H2AZ1 HAND2 HJURP HMGB2 HMGN2 HOMER1 HYCC1 IKBKB INF2 ITFG2 KIF15 KIF18A KIF23 KIF2C KNL1 KNTC1 KPNA2 KRBOX1 LAMA1 LARP4 LMNB1 LSM5 LSS MACIR MACROH2A1 MCM3AP MELK MGAT4C MND1 MPHOSPH8 MRPL20 MRPL42 MRPL51 MSH5 MTERF1 NAA15 NAMPT NCAPD2 NCAPG NCAPG2 NCAPH NCKAP1L NDC1 NDC80 NDUFA9 NOP58 NUSAP1 ODF2 OR2A4 PAG1 PARPBP PCDHB5 PCLAF PDE4A PDYN PIF1 PIGS PINX1 POLE2 POLQ POLR2F PPP4R3A PROSER1 PRPF40A PSIP1 PSTPIP1 PTTG3P RAN RBM17 RBMY1A1 RGS1 RGS16 RGS6 RIC8B RPA3 RPS26 SAP30 SDCBP SGO2 SLCO5A1 SMC2 SNRPA1 SNRPD1 SNRPD3 SPC25 SPCS3 STX1A SYNCRIP TBC1D31 TCOF1 TGFB3 THOC5 TMPO TOP2A TPX2 UBE2T UBR5 WDHD1 WDR83OS XPO4 XRCC3 ZFYVE27 ZNF146 ZNF330 ZNF532 ZNF93 ZWINT FEVR_CTNNB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEVR_CTNNB1_TARGETS_DN AAGAB AASDHPPT ABHD17B ACAT2 ACP1 ACP2 ADA ADD3 ADRA2A ADSL AFP AHCYL1 AKR1B1 ALG6 ANAPC5 ANKRD10 AP3B1 APEX1 APPBP2 AQP1 AQP4 ARF6 ARGLU1 ARHGAP27 ARHGAP5 ASCL2 ASF1B ATP5PF AURKB AXIN2 BCAS2 BCL7C BCOR BIRC5 BLTP2 BORA BRCA1 BRCA2 BTF3 BUB1 BUB1B C5orf24 C5orf34 CA2 CAPRIN1 CAPRIN2 CARD11 CARNMT1 CASP8AP2 CBFB CBLL1 CBX1 CBX5 CCNA2 CCNB2 CCND1 CCND2 CCNE2 CCP110 CCT2 CCT3 CCT4 CCT5 CD2AP CD44 CDC20 CDC25C CDC6 CDC7 CDCA4 CDK1 CDKN3 CDO1 CDT1 CDV3 CENPE CENPH CENPI CENPK CENPL CENPO CENPP CENPW CES1 CETN3 CFAP20 CFI CHAF1B CHEK1 CHEK2 CHTF18 CIP2A CKAP2 CLDN2 CLPX CMSS1 CMTR2 CNN3 CNNM3 CNOT7 COA6 COQ8A CPT1A CREB1 CRIM1 CRP CRYM CSRP2 CTBP2 CTC1 CTCF CTNNB1 CTPS1 CUBN CYBRD1 CYP2C18 CYP2C9 CYP3A43 CYP3A5 DCAF17 DCK DCTD DDIAS DDX1 DDX21 DDX5 DEK DERPC DHFR DHX15 DHX36 DIAPH3 DIS3 DLD DMD DNAAF2 DNMT1 DRG1 DSCC1 DTYMK E2F1 E2F5 ECT2 EED EEF1D EEFSEC EGFR EHF EIF2A EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3E EIF3F EIF3L EIF3M EIF4A1 EIF5 ELF2 ELP1 ENPP3 EPHB2 EPHB3 EPHB4 ERGIC1 ERH ESRRG ETAA1 EVL EXO1 EZH2 FAM136A FAM169BP FAM183BP FASTKD2 FBL FBP1 FBXO5 FEN1 FGD1 FGF1 FGFBP1 FIGNL1 FKBP3 FOXM1 FRAS1 FZD1 G2E3 GART GCDH GCFC2 GEMIN4 GFER GINS1 GJB3 GLRX3 GMPS GNAI3 GNPNAT1 GRSF1 GRWD1 GSTM1 GTPBP10 GTPBP4 H2AC7 H2AZ1 H2BC18 HADH HASPIN HAT1 HAUS6 HAUS8 HBA2 HBB HDAC2 HDGF HELLS HEMGN HGH1 HIKESHI HMGA2 HMGB1 HMGB2 HMGB3 HMGN1 HMGN2 HMGN5 HNRNPAB HNRNPR HPF1 HSF1 HSPA8 ICE1 IDE IFFO2 IFITM2 IFT70A IFT70B ILF3 IMPA2 IMPDH2 INCENP INVS IVD KAT2A KCNE3 KCNN4 KCNQ1 KDM1B KIF18A KIF20A KIF22 KIF23 KIF5B KIFC1 KNSTRN KNTC1 KPNA2 LARP4 LARP7 LBR LIG1 LIMD1 LIPG LIPT2 LPP LRAT LRIG1 LSM2 LSM5 LUC7L LYPLA1 MACROH2A1 MAGT1 MATN2 MATR3 MBNL3 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MEIS2 MELK METTL13 MIS18BP1 MKI67 MOGS MRE11 MRPL1 MRPL13 MRPL3 MRPS22 MSH2 MSH3 MSH6 MSI2 MTBP MTF2 MTHFD1 MTRR MYB NAA15 NACA NAP1L1 NASP NCAPD2 NCL NCOA4 NDUFAF1 NEUROG3 NFIX NINL NMRAL1 NNT NOLC1 NOP56 NOP58 NOTCH1 NOTCH2 NRIP1 NRM NSMCE4A NUF2 NUP155 NUP210 NUP62 NUTF2 NXT1 ORC6 OTC P2RY6 PA2G4 PABPC1 PAICS PAPOLA PAPSS2 PCDH8 PCLAF PCNA PDS5B PDX1 PECR PFKP PHGDH PIK3R1 PITRM1 PIWIL2 PKDCC PLA2G4A PMS1 PNN POLA1 POLB POLD1 POLD2 POLE POLE2 POLR1B POLR1F PPARG PPAT PPID PPP1CB PPP2CA PPP2R3A PPP2R5E PQBP1 PRC1 PRDX4 PRELP PRIM1 PRIM2 PRMT1 PRPF4 PRPS2 PSMA1 PSMA6 PSMB7 PSMC3IP PTEN PWP2 RAB1A RACGAP1 RAD1 RAD21 RAD51 RAD51AP1 RAD54L RASA3 RB1CC1 RBBP4 RBMXL1 REG1A REG4 RFC1 RFC2 RFC3 RFC4 RGCC RGS12 RHOBTB3 RIDA RMDN3 RNF138 ROCK1 ROR2 RPA1 RPGR RPL12 RPL3 RPL32 RPS24 RPS6KA6 RRM1 RRM2 RRP15 RRP1B RRS1 RSF1 RSRC2 RTL10 RUVBL1 RWDD3 SARNP SCARB1 SCLT1 SCOC SDC2 SDC4 SECTM1 SEMA5A SERPINE2 SET SF3A3 SF3B1 SFPQ SFRP1 SFRP5 SGPP1 SH3BGRL SHCBP1 SHMT1 SKA1 SKP2 SLBP SLC12A2 SLC13A1 SLC18A2 SLC19A1 SLC25A5 SLC37A2 SLC40A1 SLC4A7 SMARCA5 SMC1A SMC3 SMC6 SMOC2 SMPD4 SMYD2 SMYD4 SMYD5 SNRPB2 SNRPD1 SNX5 SOS2 SOX4 SOX9 SP1 SP3 SPAG5 SPATA24 SPPL2A SQOR SRRM1 SRSF1 SRSF2 SRSF3 SRSF6 SRSF7 SSB SSRP1 STMN1 STRAP STYX SYCP3 SYT11 TAF9 TCF12 TCF19 TCP1 TERF1 TFAM TFB2M TGFBR1 THOC1 TIAM1 TIMELESS TM9SF2 TMA16 TMEFF1 TMEM107 TMPO TMPRSS15 TOP2A TOX TPMT TRAIP TRIM27 TRIM28 TRIM37 TRIP13 TRIP6 TRMT11 TRMT6 TRNT1 TTK TUBA4A TUBB TUBE1 TUBGCP2 TYMS U2SURP UBAP1 UBE2E3 UBQLN2 UCHL3 UCHL5 UNG USP1 USP14 UTP3 VBP1 VMA21 VRK2 WDR12 WEE1 WTAP XPO1 XRN2 YWHAZ ZDHHC2 ZFHX3 ZFP62 ZGRF1 ZNF148 ZNF207 ZNF24 ZNF277 ZNF548 ZNF593 ZNHIT6 FEVR_CTNNB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FEVR_CTNNB1_TARGETS_UP ABCA3 ABCA7 ABCB1 ABCB10 ABCD1 ABCG5 ABHD18 ABHD2 ABLIM1 ABR ACACB ACAP1 ACE ACE2 ACER3 ACKR4 ACOX1 ACTA1 ACYP2 ADK ADM ADPRM AGPAT3 AGPAT4 AGR2 AKR1B15 ALDH1A1 AMN AMY2A ANGPTL4 ANK3 ANXA2 AOC1 AP2A2 AP3M1 AP3M2 AP5M1 APBA3 APLNR APOA1 APOBEC1 APOC3 APOL3 AQP11 AQP7 ARFGAP3 ARHGDIG ARIH1 ASPA ATF3 ATF5 ATOH1 ATOSA ATOSB ATP11B ATP2A3 ATP2C2 ATP5F1A ATP6V0A2 ATP8A1 B3GALT4 B3GALT5 B3GNT3 BACE2 BBLN BCL6 BCO2 BCR BHLHE40 BLOC1S5 BLOC1S6 BMP5 BNIP2 BNIP5 BORCS6 BORCS7 BST1 BTG2 C11orf24 C2 C3 C6orf89 CA13 CA3 CA4 CABP2 CACNA1D CAMTA2 CAP1 CAPN15 CAPN9 CAPNS1 CASP3 CASP4 CASP9 CBR3 CBS CCKAR CCL5 CCN2 CD163 CD36 CD8A CDC42BPB CDC42EP2 CDC42EP5 CDK18 CDKL2 CDKN1A CDKN2B CDR2 CDS1 CDS2 CEBPA CEBPB CEL CELA1 CGN CGREF1 CHD2 CHP2 CHST2 CIDEB CIITA CILK1 CKB CLCA1 CLCN2 CLDN3 CLIC5 CLMN CLN8 CLPS CLSTN1 CLU CMPK2 COL1A2 COPZ2 CORO1A CORO1C CORO2A COTL1 COX7A1 CPA1 CPB1 CPE CPEB3 CRAT CREB3 CRY2 CRYBG2 CSF1R CSRNP1 CST6 CTRL CTSB CTSO CTSV CTTN CXADR CXCL16 CXCL6 CYP27A1 CYP2D6 CYP2U1 CYP4A11 CYP4F2 CYP51A1 CYTH1 CYTH2 DAGLB DAP DBP DDAH1 DDIT3 DDX39B DDX60 DGAT2 DGKA DHRS1 DHX34 DHX58 DLG3 DNAJB2 DOCK5 DPEP1 DPP4 DSG2 DUSP1 DUSP6 DUSP8 EDN3 EEF2K EEPD1 EFNA1 EFNB2 EGLN3 EIF2AK1 EIF2AK3 ELANE ELMO2 ELOVL6 EMC9 EMP1 ENTPD5 EPB41L3 EPHA1 EPS8 EPS8L2 EPS8L3 ERMP1 ERO1A ERP27 ERP44 EVPL F11R FAAH FABP1 FABP6 FAM114A1 FAM210B FAM221A FAM3B FAM3D FAM53B FAM78A FAM83E FAM83G FBXW2 FDFT1 FKBP11 FLOT1 FLVCR2 FMO5 FN1 FOS FOSL2 FXYD1 G0S2 GABARAPL1 GABBR1 GADD45A GADD45B GADD45G GALE GATA5 GATM GBA1 GCG GCLC GCNT1 GDAP2 GFI1 GGA1 GGT1 GHDC GINM1 GIP GK GLO1 GNA11 GNA13 GNAI1 GNG12 GNMT GNPDA1 GOSR1 GOT1 GP1BB GP2 GPC4 GPD1 GPD2 GPR107 GPR27 GPR35 GPT GPX2 GRK2 GSDMC GSN GSR GSTA5 GSTK1 GTPBP2 GUCA2B GUK1 GZMB H1-2 H2AC18 H3C13 H6PD HAGH HAL HCK HELZ2 HEPACAM2 HGFAC HIF1A HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB2 HLA-E HLF HMGCS1 HNF1B HOXA5 HP HPGD HSD17B2 HSD17B6 HSD17B7 HSPA1B HYAL2 IAPP IER5 IFI27L1 IFI27L2 IFIT1B IFIT3 IGSF23 IGSF9 IL10RB IL13RA1 IL15 IL17RC IL1RL1 IL33 INS INSIG2 IP6K1 IRAK4 IRF1 IRF7 ITGA3 ITGB5 ITIH4 ITPKA ITPRID2 JAK2 JKAMP JUN JUNB KCNK5 KCTD5 KDELR3 KHNYN KIF3B KIFC2 KLF3 KLF7 KLK5 KLK6 KLK9 KRT12 KRT20 LAMA3 LAMB3 LDB3 LETM1 LGALS1 LGALS3 LGALS8 LIPA LIPH LITAF LMNA LPAR3 LPIN1 LPIN2 LRRC26 LSS LTB4R LTC4S LY6E LYST MACIR MAFF MAOB MAP4 MAP4K5 MAPK6 MAPK8 MARK2 MATK MB21D2 MCFD2 MCL1 MCUB MCUR1 ME1 MEP1B MFAP1 MFSD6L MFSD9 MIA2 MIDN MIEN1 MKNK1 MLPH MMP10 MMP15 MMP2 MOB4 MPZL3 MS4A10 MS4A8 MST1R MT1A MT2A MTF1 MTM1 MTPN MTTP MUC1 MVD MVP MYO18A MYO7A NAB2 NAIP NATD1 NCBP3 NDEL1 NDFIP1 NDUFS5 NEK3 NEU1 NHERF1 NOL4L NPDC1 NR1H4 NRP2 NUCB2 OAS1 OAS2 OASL OCLN ODR4 OGA OGDH OPLAH OPTN OSBPL6 OSGIN1 OTUD7B P2RX4 P4HA1 PABIR1 PAH PARD6B PARM1 PCSK5 PCSK7 PCSK9 PCYT2 PDE2A PDE6D PDE7A PDE9A PDGFRB PDLIM2 PER1 PFKFB2 PGD PHYKPL PIGB PIK3C2A PIM1 PIP5K1B PKD1 PKLR PLA2G1B PLA2G6 PLCG2 PLEK PLEKHG1 PLXNB2 PMM1 PMP22 PNLIPRP1 PNLIPRP2 PNPLA6 POR POU2AF2 PPP1R16A PPY PRDX2 PREB PRKAR1A PRKCA PRKCZ PROC PROCR PRRG2 PRSS3 PRXL2A PSTPIP2 PTGER3 PTK6 PTPRE PTPRR PYCR1 PYY RAB20 RAB21 RAB2A RAB37 RAB3D RAB4A RAB6A RAB7A RBPJL REEP3 REG1B REG3A REG3G RELB REP15 RETREG1 RFNG RHBDF1 RHBG RNASE1 RNF103 RNF114 RNF181 RNF19A RORA RPL17 RRAS RRBP1 S100A6 S100A8 SAA2 SAMHD1 SCAMP1 SCT SDCBP2 SDCCAG8 SEC14L1 SEC14L2 SEC22C SEC61A1 SECISBP2L SEMA7A SERHL2 SERP1 SERPINB1 SERPINB5 SERPINH1 SERPINI2 SFN SFTPC SGK2 SGMS2 SGPL1 SLC11A2 SLC12A7 SLC12A8 SLC15A1 SLC1A1 SLC20A1 SLC22A23 SLC22A3 SLC26A3 SLC27A4 SLC28A3 SLC2A1 SLC2A8 SLC2A9 SLC31A1 SLC35C2 SLC35E2A SLC38A3 SLC3A1 SLC3A2 SLC46A3 SLC47A1 SLC49A4 SLC51B SLC52A3 SLC5A8 SLC6A3 SLC6A6 SLC6A8 SLC7A7 SLC7A9 SLCO2A1 SMG1 SMOX SNRNP70 SOAT2 SOCS3 SOCS7 SOSTDC1 SOWAHB SPARC SPATA2 SPATS2L SPHK1 SPINK1 SPP1 SPRR2G SPTA1 SRC SRR SSBP2 STAT1 STAT2 STAT3 STK10 STK17B STK38L STX3 STX7 STXBP1 SUCO SULT2B1 SURF4 SUSD6 SYCN SYNE2 SYNPO SYT12 SYT7 SYTL2 TAP1 TAP2 TCF23 TEPSIN TFF2 TFIP11 TGFBI TGOLN2 TM6SF2 TMC5 TMC7 TMEM120A TMEM140 TMEM150A TMEM164 TMEM214 TNFAIP1 TNFAIP3 TNFRSF12A TNFRSF21 TNFSF13B TOLLIP TRADD TRIM16 TRIM25 TRIM26 TRIM34 TRIM8 TRIO TRIOBP TRPM5 TRPM7 TSC22D3 TTC39A TTC39B TTLL8 TYMP UBFD1 UBL5 UGCG UGP2 UNC5B UPP1 URGCP USP18 VAMP5 VAPB VAT1 VPS41 VPS52 VTN WBP2 WFS1 WNT5A XDH ZBP1 ZNF467 ZNF652 ZSCAN21 ZYX FIGUEROA_AML_METHYLATION_CLUSTER_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_1_DN ADPRHL1 AHNAK AHNAK2 AOC1 ASB10 CCDC9B CCL1 CD48 CD68 CDC123 CDS2 CEP350 DNM1P35 ENTPD6 FNBP4 GFI1 H2AC11 H2BC11 KDM4B KRTAP5-8 LHFPL2 LINC00242 LRRC3 MARVELD1 MED25 MOB3B MTMR11 NLRC4 NQO2 NUDT5 PCNA PKDCC PPARD PRF1 PTPRS RPS18 RUFY1 SEZ6L SLC25A42 SLC35E3 TACR3 TFCP2L1 TLR1 TRPV3 TSC1 VPS52 FIGUEROA_AML_METHYLATION_CLUSTER_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_1_UP ABLIM1 ADGRG6 APIP ARHGAP44 BTBD3 CANT1 CAVIN2 CCDC34 CCDC96 CD9 CDX4 CENPV CHCHD2 CISH CLIC2 CRHBP CXCL1 CYP26C1 DAAM2 DHRS12 DNM3 DOK6 ELAVL2 ENDOD1 EREG FAM3A FAM83B FCRLB FOXJ1 FSTL1 GAN GDF3 GNG11 GPAT4 GPR149 GPR6 GPRASP3 GSN-AS1 GTF2A1 HNRNPR HTR2A ICA1L IL11RA IPO8 ISCA1 JAKMIP2 JCAD KRT81 LBX2 MACROD2 MAP7 MAP7D2 MAP7D3 MCTS1 MOS MRPL55 MSRB3 MYL4 N4BP1 NEUROG1 NNAT NTN5 OXA1L PABPN1 PAQR5 PCDHB16 PCDHB9 PCDHGA5 PDHX PFN2 PHF13 PIGZ PMAIP1 POU5F1 PRRG1 RECQL5 RIPPLY3 RSKR SAP30BP SCG5 SLC25A51 SLC38A10 SLC39A14 SLC8A3 SMIM15 SORL1 SYDE2 TADA2B TAF3 TBC1D16 TBC1D31 TEK THEM4 TIE1 TIGD3 TLR2 TMEM263 TNPO3 TUBB6 TXNRD3 VPREB3 VPS53 VWA5A VWF WBP1L WT1 WT1-AS YBX3 ZBTB14 ZCCHC12 ZFHX2 ZFP28 ZFP3 ZNF264 ZNF281 ZNF560 ZNF582 ZNF662 ZNF667 ZNF766 ZNF875 ZSCAN1 FIGUEROA_AML_METHYLATION_CLUSTER_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_2_DN AIM2 ASXL3 CD3D CD3G CSGALNACT1 ITGB2 KIAA2013 LINC00242 PPP1R3B FIGUEROA_AML_METHYLATION_CLUSTER_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_2_UP ABLIM1 ARHGAP27 ARHGAP44 CANT1 CCDC34 CDK8 CDX4 COL21A1 CRHBP CYP26C1 DHRS12 DNM3 EXOSC2 EXOSC3 GALP GSPT2 GTF2A1 IL11RA KCNK13 KRT81 MAP7D3 MATR3 MCTS1 MOS MRPL9 NRP2 OAZ3 PABPN1 PCDHGA11 PCDHGB7 PFN2 PIAS2 PIGZ PMAIP1 PRR18 RECQL5 RPRD2 SAP30BP SCG5 SLC39A14 TAFA4 TBC1D31 THBS4 TIGD3 TMEM263 TNPO3 VPREB3 WBP1L ZCCHC12 ZNF281 ZNF560 ZNF582 ZNF667 ZNF84 FIGUEROA_AML_METHYLATION_CLUSTER_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_3_DN AHNAK AHNAK2 AOC1 ARF6 ARHGAP10 ASB10 BATF2 CRTC3 EIF3A EPHA2 GPR17 H2AC11 H2BC11 IGLJ3 KDM4B KIAA2013 LINC00242 MAML1 MARVELD1 MED25 MYG1 NECAP2 NOS3 PHLDB1 PKDCC PLEK PLEKHA4 PLEKHG4B PPARD PPP1R15A RHOT1 SEZ6L SLC26A9 SLC45A1 SPATA21 SPATA31E1 TLR1 TMEM33 TSFM ZNF853 FIGUEROA_AML_METHYLATION_CLUSTER_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_3_UP ABLIM1 ADGRG6 AGO1 AMOTL1 APIP ARAF ARHGAP44 BCL7A BLOC1S1 BPGM BTAF1 BTBD3 C3orf38 CALCOCO1 CANT1 CAPS2 CASP2 CCDC34 CDK8 CDX4 CEP41 CHCHD2 CNTROB COCH COL21A1 CRHBP CUL9 CYP26C1 DHRS12 DNM3 DPYSL4 DYNC1LI1 ELAVL2 EREG EXOSC2 EXOSC3 FAM83B FSTL1 GAN GJB6 GLIPR1L2 GLRA1 GPAT4 GPR149 GPRASP3 GSN-AS1 GTF2A1 GTF3C1 GUCY1B1 HILPDA HMCES HNF4A HNRNPD IDH3B IL11RA IPO8 ISCA1 KATNIP KCNAB3 KNSTRN KRT81 KRTCAP3 LBX2 LEMD2 LHCGR MAD1L1 MAP7 MAP7D3 MATR3 MCTS1 MKKS MOS MSRB3 MT2A MYL4 N4BP1 NEUROG1 NFIX NIM1K NIT1 NNAT NRP2 NTN5 OXA1L PABPN1 PACRGL PAQR5 PCDHA11 PCDHB10 PCDHB11 PCDHB14 PCDHB16 PCDHB17P PCDHB18P PCDHB8 PCDHB9 PCDHGA11 PCDHGA5 PCDHGA8 PCDHGB4 PCDHGB7 PDHX PFDN2 PFN2 PIAS2 PIGZ PLPBP PMAIP1 POU3F4 POU5F1 PPP2CA PRR18 PRRG1 PYGO1 RECQL5 REXO2 RIPPLY3 RSKR SAP30BP SCG5 SLC25A51 SLC39A14 SLC66A1L SLC8A3 SLC9A8 SLX4IP SMAD3 SMIM15 SPOP STX18 TAF3 TAFA4 TANC2 TBC1D31 TEK TGFBR1 THBS4 THEM4 TIE1 TIGD3 TLR2 TMEM263 TNFAIP8L2 TNPO3 TRAPPC1 TUBB6 UHRF1 VWA5A VWF YBX3 YTHDF2 ZBTB14 ZBTB45 ZFHX2 ZFP28 ZFP3 ZFR ZIC5 ZNF154 ZNF264 ZNF281 ZNF343 ZNF501 ZNF560 ZNF582 ZNF662 ZNF667 ZNF84 ZNF875 ZSCAN1 FIGUEROA_AML_METHYLATION_CLUSTER_4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_4_DN ABI3 CCR7 CEP350 CSGALNACT1 CTDP1 EPHA2 GBX2 GJC3 GNGT2 IL2RA MED25 NQO2 PTPRS TACR3 ZNF853 FIGUEROA_AML_METHYLATION_CLUSTER_4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_4_UP ABLIM1 ADGRG6 AEBP1 ARHGAP27 ARL15 ATP6V1G2 BTBD3 CALCOCO1 CANT1 CASP2 CCDC34 CDK8 CDX4 CENPV CHCHD2 CHMP4C CNTROB COCH CRHBP CXCL5 CYP26C1 CYP7B1 DHRS12 DNM3 ELAVL2 ENSG00000269210 EXOSC2 EXOSC3 FAM131A FAM83B FARP2 FSTL1 GPRASP3 GSN-AS1 GTF2A1 GUCY1B1 HILPDA HMCES HNF4A IFNAR2 IPO8 ITGAV KCNAB3 KDM5B KRT81 LAMP1 LANCL1 LARGE2 LBX2 LHCGR MAP7D2 MAP7D3 MCTS1 MRPL9 MT2A NEUROG1 NFKBIL1 NNAT NRP2 NTN5 OAZ3 PABPN1 PAQR5 PEX16 PFN2 PIAS2 PIGZ PIP4P2 PLPBP PMAIP1 POU2AF1 POU5F1 PPT2 PRRT1 PTGDR2 RBPMS2 RECQL5 REXO2 RSKR SAP30BP SCG5 SLC8A3 SMIM15 SPHK2 STOML2 STX16 TANC2 TBC1D15 TGFBR1 TIGD3 TLR2 TMEM263 TNFAIP8L2 TNPO3 TRAPPC1 VAMP5 VPREB3 VWF WBP1L WDR31 YBX3 ZBTB14 ZFHX2 ZFP28 ZFP3 ZNF281 ZNF395 ZNF560 ZNF582 ZNF667 ZNF766 ZNF875 FIGUEROA_AML_METHYLATION_CLUSTER_5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_5_DN AIM2 ARID5B ASXL3 BLOC1S5 CBX6 CD3D CD3G CD48 CHRNA1 CLDND2 DEFA1 DEFA1B DEFA3 DYNLT1 EFHD2 FAM90A1 FMOD FUT11 GHITM GIMAP1 GIMAP5 GPR17 HOXA10 ITGB2 KRT76 KRT82 MARVELD1 NLRP10 NUDT21 OGFOD1 PCK1 PLXNA4 PNLIPRP2 RAPGEF1 RGS7BP SERPINA10 SH3RF2 SLC26A9 SPMIP5 ST6GALNAC1 SYT13 TACR3 TIAM1 TMEM37 TRPC4AP TUB TXNDC5 FIGUEROA_AML_METHYLATION_CLUSTER_5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_5_UP ADGRG6 CANT1 CRHBP GTF2A1 HMCES KRT81 NRP2 PABPN1 PIAS2 PMAIP1 TIGD3 ZNF667 FIGUEROA_AML_METHYLATION_CLUSTER_6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_6_DN ADGRL4 AHNAK2 AIM2 ASXL3 CCL1 CD3D CD3G CSGALNACT1 CTDP1 DEFA1 DEFA1B DEFA3 DNAJC28 FKRP GBX2 GPR17 GPR39 GRTP1 IL2RG KRTAP5-9 LINC00242 NLRP10 OR5T1 PLD3 PLEK POU4F2 PSMD2 SLC26A9 SPMIP5 STRN4 TACR3 TCP11 TUSC1 UNC5D XKR6 ZNF663P ZNF862 FIGUEROA_AML_METHYLATION_CLUSTER_6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_6_UP ABLIM1 ACOX3 ADGRG6 AEBP1 AMOTL1 BPGM BTAF1 BTBD3 C19orf33 C3orf38 CALCOCO1 CANT1 CASP12 CASP2 CBLN4 CCDC34 CCDC96 CENPV CLIC2 CNTROB COCH CRHBP CUL9 CYP26C1 DEPDC1B DHRS12 DNM3 DPYSL4 DYNC1LI1 EDEM1 EFNB3 ELAVL2 EXOC1 EXOSC2 EXOSC3 FAM131A FAM83B FARP2 FBXL7 FGF20 FUT9 GDF3 GPAT4 GPRASP3 GSN-AS1 GTF2A1 GUCY1B1 HMHB1 HNF4A HNRNPD HOXA2 ICA1L IFNAR2 IL11RA INO80C IPO8 IRAK3 ITGAV JOSD1 KCNAB3 KNSTRN KRT81 LANCL1 LBX2 MAD1L1 MANBA MAP7 MAP7D2 MAP7D3 MCTS1 MRPL9 MRPS21 MT2A MYL4 NFIX NNAT NRP2 NTN5 OAZ3 OSBPL1A PABPN1 PAQR5 PFN2 PHC1 PHF13 PIAS2 PIGZ PLPBP PMAIP1 POU5F1 PPIL6 PPP2CA PPT2 PRRT1 PTPN14 RAB22A RECQL5 REXO2 RIPPLY3 RSKR SAP30BP SCG5 SGPP2 SLC25A51 SLC66A1L SLC7A8 SMIM15 SMPD2 SNRNP70 SPHK2 STX18 SYDE2 TADA2B TAF3 TANC2 TEK TGFBR1 THBS4 TIGD3 TMEM185B TMEM263 TNFAIP8L2 TNPO3 TP53INP2 TRAPPC1 VPREB3 VWF WBP1L YBX3 ZBTB14 ZCCHC14 ZFR ZNF174 ZNF343 ZNF454 ZNF560 ZNF582 ZNF667 ZSCAN1 ZSCAN32 FIGUEROA_AML_METHYLATION_CLUSTER_7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_7_DN ASXL3 MARVELD1 RGS7BP SPMIP5 TACR3 FIGUEROA_AML_METHYLATION_CLUSTER_7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIGUEROA_AML_METHYLATION_CLUSTER_7_UP ABLIM1 ADGRG6 AEBP1 ARHGAP27 BTAF1 BTBD3 CANT1 CASP2 CCDC34 CCDC85A CCDC96 CCPG1 CDK8 CEP78 CHMP4C CNTROB COCH COL21A1 CRHBP CUL9 CYP26C1 DBNDD2 DHRS12 DNM3 DYNC1LI1 EDEM1 ENSG00000269210 EXOSC3 FAM131A FAM3A FARP2 FSTL1 GDF3 GP9 GPAT4 GPRASP3 GSN-AS1 GUCY1B1 HILPDA HMCES HMHB1 HNF4A HNRNPD HNRNPR IFNAR2 IL11RA IPO8 ISCA1 ITGAV KCNAB3 KDM5B KRT81 MAD1L1 MAP7D3 MKKS MORF4L1 MOS MPZL1 MRPL9 MT2A MYL4 MYO7A N4BP1 NEUROG1 NNAT NRP2 OAZ3 OSBPL1A PABPN1 PAQR5 PFN2 PIAS2 PIGZ PLPBP PMAIP1 POU2AF1 PPP2CA PRR18 RECQL5 RIMKLB RPRD2 RSKR SAP30BP SCG5 SLC25A51 SLC39A14 SLC8A3 SLX4IP SMIM15 SNRNP70 SPHK2 SPOP SRY TADA2B TAFA4 TANC2 TBC1D31 TGFB1I1 THRB TIGD3 TLR2 TNPO3 TRAPPC1 TUBB6 VPREB3 VWF WBP1L YBX3 ZBTB14 ZFHX2 ZFR ZNF174 ZNF281 ZNF560 ZNF582 ZNF667 ZNF84 ZSCAN32 FINAK_BREAST_CANCER_SDPP_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINAK_BREAST_CANCER_SDPP_SIGNATURE ADM ADRA2A CD247 CD48 CD52 CD8A CXCL14 F2RL2 FAXC FRZB GIMAP5 GZMA HOXA10 ITGBL1 LCP1 MIR99AHG OGN PLAAT1 PLEK RAI2 RUNX3 SLC40A1 SNTG2 SPP1 TRBV5-4 VGLL1 FINETTI_BREAST_CANCERS_KINOME_BLUE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINETTI_BREAST_CANCERS_KINOME_BLUE ACVR1B BMPR1B DCLK1 EPHA10 ERBB3 ERBB4 FGFR3 GAK IGF1R IKBKB MAP3K12 NEK11 NEK9 NRK RET STK32B STK36 STK39 TBCK ULK4 WNK4 FINETTI_BREAST_CANCERS_KINOME_GRAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINETTI_BREAST_CANCERS_KINOME_GRAY CDK17 CHUK CSNK1A1 CSNK1G3 DYRK1A HIPK1 MAP4K3 NEK4 PRPF4B SCYL2 SLK SNRK TLK1 TRIM33 TWF1 FINETTI_BREAST_CANCER_KINOME_GREEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINETTI_BREAST_CANCER_KINOME_GREEN BTK FGR HCK ITK JAK3 LCK LYN MAP4K1 MLKL PIM2 PRKCB PRKCQ STK10 STK17B SYK ZAP70 FINETTI_BREAST_CANCER_KINOME_RED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FINETTI_BREAST_CANCER_KINOME_RED AURKA AURKB BUB1 BUB1B CDC7 CDK1 CHEK1 MASTL MELK NEK2 PBK PLK1 PLK4 SRPK1 TTK VRK1 FIRESTEIN_CTNNB1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIRESTEIN_CTNNB1_PATHWAY CAMKK2 CDK8 CHEK2 CSNK1E CSNK1G3 DAPK2 DCLK2 DGKH DKC1 EPHA2 FER FOXO4 GABRA3 KSR2 LATS1 LTK MAP2K1 MAP3K14 MAP3K20 NRAS PDK3 PKN1 PLK1 PLK4 PTK2B RPS6KA1 SLK SRPK3 STK25 SYT11 TAOK1 ULK1 FIRESTEIN_CTNNB1_PATHWAY_AND_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIRESTEIN_CTNNB1_PATHWAY_AND_PROLIFERATION CDK8 CSNK1E CSNK1G3 DKC1 FOXO4 MAP3K14 MAP3K20 PLK4 TAOK1 FIRESTEIN_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FIRESTEIN_PROLIFERATION AAK1 ADK AK3 AKAP4 AKAP6 AKAP7 AKT3 ALK APPL1 ARHGEF2 ARHGEF25 ATR AXL BCL2L11 BMPR1A BRAF BTK C17orf75 CAMK4 CAMKV CCNB3 CD40 CDK11B CDK14 CDK3 CDK6 CDK8 CDK9 CDKL5 CERK CERT1 CHEK1 CKS1B CMPK1 CNP COQ8A CPNE1 CSNK1E CSNK2A2 CYLD DBF4 DKC1 DLG2 DMPK ELP1 EP300 EPHA4 EPHA6 EPHB1 EPHB2 EPHB4 ERBB3 ETNK1 EXOSC10 FGFR3 FIGN FOXO4 FYN GALK2 GCKR GMIP GRK4 GRK6 GUCY2C GZMB HCK HECW1 HGS HIPK2 IKBKE INPP4A INPP5D IRAK2 ITK KALRN KDR LIMK1 LIMK2 MAK MAP2K6 MAP3K14 MAP3K20 MAP3K8 MAPK8 MASTL MERTK MOB3C NEK7 NF1 NME5 NME6 NR1H4 NR1I2 NRBP1 NTRK1 NUAK2 NUCKS1 PACSIN2 PDXK PFKFB1 PHKB PICK1 PIK3AP1 PIK3CG PIK3R1 PIK3R3 PKLR PKM PKN1 PLCB4 PPARA PPARG PPP1R12C PPP1R17 PRKAA1 PRKACB PRKAR1B PRKAR2A PRKCG PRKD1 PRKD2 PRKDC PRKG1 PRKRA RAF1 RCSD1 RIPK3 ROR1 ROS1 RPS6KA4 RPS6KA6 RPS6KL1 SIK1 SLC22A18 SPEG SRMS STK24 STK26 STK3 STK32A STK32B STK32C STK33 SYT14 SYT16 SYT4 SYT5 TAF1 TAOK1 TAOK3 TBK1 TERF2IP TGFA TICRR TPD52L3 TRIB1 TRIO TRPV5 TRPV6 TSKS TXK VRK3 WWP2 XRCC6 XYLB ZC3HC1 FISCHER_DIRECT_P53_TARGETS_META_ANALYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_DIRECT_P53_TARGETS_META_ANALYSIS ABCA12 ABCB6 ACER2 ACTA2 ADIRF AEN AGBL5 AK3 AKAP9 ALDH1A3 AMZ2 ANKRA2 ANXA4 APAF1 APOBEC3C APOBEC3H APOD ARAP1 ARFGEF2 ARHGAP42 ASCC3 ASTN2 ATF3 BAX BBC3 BBS2 BCL10 BCL2L1 BCL6 BCL9L BHLHE40 BLCAP BLOC1S2 BORCS7 BRMS1L BTBD10 BTG1 BTG2 CAVIN2 CCDC90B CCNG1 CD82 CDC42SE1 CDH8 CDIP1 CDKN1A CEL CFLAR CHST14 CLCA2 CLP1 CMBL CNOT6 COBLL1 COL7A1 COQ8A CPEB2 CPSF4 CROT CSF1 CSNK1G1 CYFIP2 CYSRT1 DCP1B DDB2 DDR1 DGKA DHRS3 DNAI3 DNAJB5 DRAM1 DUSP14 DYRK3 E2F7 EDA2R EDN2 EFCAB10 EFNB1 EI24 EID2B EML2 EPHA2 EPM2AIP1 EPS8L2 ETV7 F5 FAM210B FAM98C FAS FBN2 FBXO22 FBXW7 FCHO2 FCHSD2 FDXR FLRT2 GABARAPL2 GADD45A GASK1B GBE1 GCH1 GDF15 GNAI1 GNAS GPC1 GPR87 GPX1 GREB1 GRHL3 GSS H2BC21 HES1 HEXIM1 HHAT HRAS HSPA4L ICOSLG IER3 IER5 IGDCC4 IGFBP7 IKBIP INKA2 IRF2BPL ISCU ISYNA1 ITGA3 ITPKC KCNN4 KCTD1 KIAA1217 KLHDC7A KLHL12 KRT15 KRT8 LCE1E LIF LIMA1 LINC02875 LMNA LNPEP LPXN LRATD2 LRP1 LRPAP1 MAP3K12 MARCHF8 MARF1 MAST4 MBD5 MCC MDM2 MFAP3L MFGE8 MGRN1 MICALL1 MLF2 MON2 MRPL39 MRPL49 MUC2 NADSYN1 NCEH1 NDUFAF8 NDUFV3 NEFL NHLH2 NINJ1 NKAIN4 NOPCHAP1 NTPCR NUPR1 NYNRIN OBSL1 ORAI3 PADI4 PANK1 PARD6B PARD6G PBLD PCNA PDE4C PHLDA3 PHPT1 PIDD1 PLK2 PLK3 PLXNB2 PMAIP1 PML POLH POLR2H POU2F2 POU3F1 PPFIBP1 PPM1D PPP1R3C PPP4R3A PRDM1 PRKAB1 PRKAB2 PRKD2 PRRG2 PSTPIP2 PTEN PTP4A1 RAB1A RABGGTA RAD51C RALGAPB RAP2B RCBTB1 RETSAT REV3L RFK RGL1 RGMA RGS16 RIN1 RNF144B RNF19B RPS19 RPS27L RRAD RRM2B S100A2 SAC3D1 SARS1 SCN2A SCRIB SEMA3B SERPINB5 SERPINE1 SERTAD1 SESN1 SESN2 SFN SFXN5 SLC12A4 SLC25A45 SLC30A1 SLC46A1 SLC4A11 SLC9A1 SMAD3 SMAD5 SNX2 SOCS4 SPATA18 SRA1 STAT3 STX6 SULF2 SUPT7L SUSD6 SYNC SYTL1 TANC1 TCAIM TEAD3 TEPSIN TET2 TGS1 TIGAR TLCD1 TLR3 TM7SF3 TMEM131 TMEM243 TMEM63B TMEM64 TMEM68 TNFAIP8 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TP53 TP53I3 TP53INP1 TRAF4 TRIAP1 TRIB1 TRIM22 TRIM32 TRIM35 TRIP6 TRUB1 TSKU TSPAN11 TUBB6 TXNIP TYMSOS UQCC1 USP15 UTP3 VCAN VWCE WDR81 XPC YAP1 ZC3HAV1 ZMAT3 ZNF219 ZNF337 ZNF37A ZNF385A ZNF423 ZNF561 ZNF564 ZNF79 FISCHER_DREAM_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_DREAM_TARGETS AAAS AARS1 ABCB10 ABCE1 ABHD10 ABHD2 ACACA ACD ACP1 ACTL6A AEN AFG2A AFMID AGPAT5 AHCTF1 AHI1 AK2 ALG10 ALMS1 AMD1 ANAPC1 ANKRA2 ANKRD17 ANLN ANP32E AP2B1 APOBEC3B ARHGAP11A ARHGAP11B ARHGAP19 ARHGEF39 ARID2 ARL13B ARL6IP1 ARL6IP6 ARRB2 ARRDC3 ASF1B ASPM ASXL1 ATAD2 ATAD3A ATAD3B ATAD5 ATF2 ATF4 ATF7IP ATP23 AUNIP AURKA AURKB AZIN1 BARD1 BAZ1B BCAR3 BCL2L12 BCLAF1 BCS1L BHLHE40 BIRC5 BIRC6 BLM BMPR1A BORA BRCA1 BRCA2 BRD8 BRIP1 BRIX1 BTG1 BUB1 BUB1B BUB3 BYSL C18orf54 C19orf48P C1orf174 C2orf69 C4orf46 C5orf24 C5orf34 C9orf40 CACYBP CAD CAND1 CARHSP1 CASP2 CASP8AP2 CBX3 CBX5 CCDC14 CCDC15 CCDC150 CCDC18 CCDC34 CCDC77 CCHCR1 CCNA2 CCNB1 CCNB2 CCNE1 CCNF CCSAP CCT5 CDC20 CDC25A CDC25B CDC25C CDC42EP4 CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDK1 CDK2 CDK4 CDK5RAP2 CDKAL1 CDKN2AIPNL CDKN2C CDKN2D CDKN3 CDR2 CDT1 CENPA CENPC CENPE CENPF CENPH CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPU CENPW CEP135 CEP152 CEP192 CEP20 CEP295 CEP55 CEP57 CEP57L1 CEP72 CEP78 CEP83 CEP85 CEP97 CFLAR CHAF1A CHCHD3 CHEK1 CHEK2 CHRAC1 CHTF18 CIP2A CISD2 CIT CKAP2 CKAP2L CKAP5 CKLF CKS1B CKS2 CLIC4 CLN6 CLSPN CMC2 CMSS1 CNOT1 CNOT9 CNTROB COQ7 COX20 CREBZF CRYBG1 CSE1L CTCF CTDSPL2 CUL3 CWC27 CWF19L1 CYP51A1 DARS2 DBF4 DBF4B DBP DCAF1 DCAF15 DCAF16 DCK DCLRE1A DCLRE1B DCLRE1C DCP2 DCPS DDIAS DDX10 DDX11 DDX12B DDX20 DDX21 DDX39A DDX46 DEK DEPDC1 DEPDC1B DGCR8 DHFR DHTKD1 DHX15 DIAPH3 DLEU1 DLGAP5 DNA2 DNAJC9 DNMT1 DNMT3B DOLPP1 DPYSL2 DR1 DSCC1 DSN1 DTL DTYMK DUT DYRK1A DZIP3 E2F1 E2F2 E2F7 E2F8 EAF2 EBAG9 EBP ECT2 EFHC1 EHBP1 EIF2AK3 EIF3A EIF3B EIF4E ELP5 EME1 EMG1 ERCC6L ERI1 ESCO2 ESPL1 ETV5 EWSR1 EXO1 EXOC4 EXOSC2 EXOSC3 EXOSC5 EXOSC8 EXOSC9 EZH2 FAAP24 FAF1 FAM110A FAM111A FAM111B FAM161A FAM72D FAM76B FAM83D FANCA FANCB FANCC FANCD2 FANCE FANCG FANCI FANCL FANCM FAR1 FBXL20 FBXO4 FBXO5 FEN1 FIGN FIGNL1 FIRRM FKBP5 FKBP7 FKBPL FN3KRP FNBP4 FOXM1 FOXRED1 FRAT2 FUS FZR1 G2E3 G3BP1 GABPB1 GABPB2 GADD45A GARS1 GART GAS2L3 GATAD2A GEN1 GGCT GGH GINS1 GINS2 GINS3 GINS4 GMNN GNL3 GPATCH11 GPATCH4 GPD2 GPR137C GPR180 GPR19 GPSM2 GRK6 GRPEL2 GRWD1 GSTCD GTF3C2 GTPBP2 GTPBP3 GTSE1 H1-2 H1-3 H1-5 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AX H2AZ1 H2AZ2 H2BC10 H2BC13 H2BC14 H2BC17 H2BC21 H2BC4 H2BC6 H2BC7 H2BC9 H3C10 H3C12 H3C13 H3C15 H3C2 H3C3 H3C4 H3C7 H3C8 H4C1 H4C13 H4C3 H4C4 H4C5 H4C8 H4C9 HACD2 HADH HASPIN HAT1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HCFC1 HDGF HEATR1 HELLS HINT3 HIRIP3 HJURP HLTF HMBS HMGB1 HMGB2 HMGB3 HMGN2 HMGXB4 HMMR HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPD HNRNPDL HNRNPF HNRNPH1 HNRNPH3 HNRNPR HNRNPU HROB HS2ST1 HSP90AA1 HSPA8 HSPA9 HSPD1 HSPE1 HYLS1 IFIH1 IFNAR1 IFRD1 IFRD2 IFT25 IFT80 ILF3 INCENP ING1 INIP INTS7 IPO11 IQCB1 IQGAP3 ITGB3BP JADE1 JPT1 JUND KAT7 KATNA1 KCTD9 KDM1A KHDRBS1 KHK KHSRP KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF24 KIF2A KIF2C KIF4A KIFC1 KLHDC4 KLHL23 KMT5A KNL1 KNOP1 KNSTRN KNTC1 KPNA2 KPNA3 KPNB1 L3MBTL2 LARP7 LAS1L LBR LCMT2 LCORL LDAH LDLR LIAS LIN52 LIN54 LIN9 LMNB1 LNPK LONP1 LRR1 LRRC45 LRRCC1 LSM3 LSM4 LSM5 LYRM7 MACIR MAD2L1 MAGOHB MARCKS MARS1 MASTL MAT2A MAZ MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MDC1 MDM1 MED30 MEIS2 MELK METTL16 METTL2B METTL4 MIIP MIS12 MIS18A MIS18BP1 MKI67 MMS22L MND1 MNS1 MPHOSPH9 MRE11 MRPL17 MRPL3 MRPS18B MRTO4 MSH2 MSH3 MSH5-SAPCD1 MSH6 MTBP MTF2 MTFR2 MTHFD1 MTRFR MUTYH MXD3 MYADM MYBL1 MYBL2 MYC MYO19 MZT1 NAA15 NAP1L1 NAPEPLD NASP NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NCBP1 NCOA5 NDC1 NDC80 NEDD1 NEIL3 NEK2 NEMP1 NET1 NF2 NFATC2IP NIF3L1 NIPBL NOC3L NOLC1 NOP58 NOTCH2 NPAT NRGN NSD2 NSMCE4A NT5C3A NTAQ1 NUCKS1 NUDC NUDCD2 NUDT1 NUF2 NUFIP2 NUP107 NUP153 NUP155 NUP160 NUP205 NUP35 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUSAP1 NXT1 OARD1 OBI1 ODF2 OIP5 OPA1 ORC1 ORC2 ORC3 ORC6 OXNAD1 PAFAH1B3 PAICS PALB2 PARP2 PARPBP PASK PATL1 PBK PBRM1 PBX3 PCF11 PCLAF PCNA PCNT PDS5B PEX3 PFAS PGAP2 PGP PHF19 PHTF2 PIF1 PIGA PIGK PIGW PIM1 PIMREG PKMYT1 PKNOX1 PKP4 PLK1 PLK4 PLSCR1 PMAIP1 PMF1 PNN PNRC2 POC1A POC5 POLA1 POLA2 POLD1 POLD2 POLD3 POLE POLE2 POLE3 POLQ POLR1E POLR1F POLR3K POP7 POU2F1 PPAN-P2RY11 PPAT PPIH PPP1R10 PPP3CB PPP3R1 PRC1 PRIM1 PRIM2 PRIMPOL PRKAA1 PRKDC PRPF4 PRR11 PSIP1 PSMC3IP PSRC1 PTBP1 PTBP2 PTGES3 PTTG1 PYCR3 R3HDM1 RAB8A RACGAP1 RAD1 RAD18 RAD21 RAD23A RAD23B RAD51 RAD51AP1 RAD51B RAD51C RAD54B RAD54L RAD9A RANBP1 RANGAP1 RAPGEF6 RASSF1 RBBP4 RBBP6 RBL1 RBM8A RCC1 RDM1 RDX RECQL4 REEP4 RFC1 RFC2 RFC3 RFC4 RFC5 RFT1 RFWD3 RHEB RHNO1 RIF1 RMI1 RMI2 RMND1 RNASEH2A RNASEH2B RNF2 RNF26 RNPC3 RNPS1 RPA2 RPIA RPL22L1 RPL39L RPS6KA5 RRM1 RRM2 RRP9 RSBN1 RSRC1 RTKN2 RTTN RUNX1 SAAL1 SAE1 SAP30 SAPCD2 SASS6 SCLT1 SEC14L1 SEC22C SENP1 SERTAD3 SF3B3 SFPQ SFR1 SGO1 SGO2 SHCBP1 SHMT2 SIN3A SIVA1 SKA1 SKA2 SKA3 SKP2 SLBP SLC16A1 SLC1A4 SLC1A5 SLC25A19 SLC25A36 SLC25A40 SLC29A1 SLC38A1 SLC3A2 SLF1 SLF2 SLFN11 SMARCA5 SMARCC1 SMC1A SMC2 SMC3 SMC4 SMC5 SMC6 SMCHD1 SMIM14 SMNDC1 SMPD4 SNRNP25 SNRNP40 SNRPA SNRPB SNRPD1 SP1 SP4 SPAG5 SPAG9 SPATS2 SPC24 SPC25 SPDL1 SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF7 SS18 SSBP2 SSRP1 STAG1 STAT1 STIL STIP1 STK17B STMN1 SUPT16H SUV39H1 SUV39H2 SUZ12 SYNCRIP TACC3 TAF1A TAF5 TARS1 TBC1D31 TBRG4 TCEA1 TCERG1 TCF19 TCOF1 TCP1 TCTN2 TDP1 TEDC1 TEDC2 TEX30 TFAP4 TFDP1 THAP12 THEM4 THOC1 THRAP3 TICRR TIMELESS TIPIN TK1 TMEM109 TMEM138 TMEM18 TMEM209 TMEM39B TMEM97 TMPO TMX1 TNPO2 TNPO3 TOB2 TOE1 TOMM40 TONSL TOP1 TOP2A TOP3A TOPBP1 TOR1AIP1 TP53INP1 TPX2 TRA2B TRAIP TRIM37 TRIM45 TRIM59 TRIP13 TROAP TSEN15 TTF1 TTF2 TTI1 TTK TTLL4 TUBA1C TUBB TUBD1 TUBG1 TXNDC12 UACA UBE2C UBE2D3 UBE2R2 UBE2S UBE2T UBR7 UCHL5 UHRF1 UNG USP1 USP28 USP37 USP39 USP53 UTP15 UTP4 VPS26C VRK1 WBP11 WDHD1 WDR4 WDR46 WDR62 WDR76 WEE1 WRAP53 WRN XRCC1 XRCC2 XRCC3 XRCC4 YEATS4 ZBTB14 ZGRF1 ZMYM1 ZMYND19 ZNF100 ZNF107 ZNF138 ZNF146 ZNF184 ZNF207 ZNF24 ZNF267 ZNF273 ZNF367 ZNF45 ZNF473 ZNF518A ZNF530 ZNF551 ZNF587 ZNF680 ZNF684 ZNF695 ZNF714 ZNF724 ZNF85 ZNF92 ZNFX1 ZRANB3 ZW10 ZWILCH ZWINT FISCHER_G1_S_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_G1_S_CELL_CYCLE ABCA5 ABHD10 ABHD4 ACYP1 ADAMTS1 ADCK2 ADCY6 AHI1 AKAP5 AMIGO2 ANK3 ANKRA2 AP3M2 ARGLU1 ARID5B ARL6IP6 ASPH ATAD2 BARD1 BBX BLM BRCA1 BRIP1 C1GALT1 CASP2 CASP8AP2 CCN1 CCN2 CCND3 CCNE1 CCNE2 CDC25A CDC6 CDC7 CDCA7 CDH10 CDH24 CDT1 CENPQ CHAF1A CHAF1B CHEK1 CLSPN CNNM3 COL4A4 CTPS1 DCLRE1A DCLRE1B DLGAP1 DNAJC3 DNAJC6 DSCC1 DTL DUSP10 E2F1 E2F2 E2F7 E2F8 EAF2 EXO1 EZH2 FAM111B FANCE FANCG FEN1 FOSB FST GCLC GINS2 GK GLCCI1 GMNN H2AC11 H2AC12 H2AC17 H2AC20 H2AC21 H2AC25 H2AC6 H2AC7 H2BC13 H2BC21 H2BC4 H2BC5 H3C2 H4C2 H4C4 H4C5 H4C8 HELLS HSPB8 ICMT IGF1R INSIG2 INSR IVNS1ABP JUND KLF5 KLRK1 LCMT2 LIPH MAGEL2 MAN1A2 MAP2K6 MASTL MATN1 MBNL2 MCM10 MCM2 MCM3 MCM5 MCM6 MDM1 MITF MNS1 MNT MNX1 MRC2 MSH2 MSH5-SAPCD1 MSH6 MYB NASP NCOA7 NEDD9 NPAT NR4A3 NUDT7 OGT OPCML OSBPL6 OSGIN2 PANK2 PAQR4 PASK PCNA PEX11B PEX13 PLCXD1 PLSCR4 POLA2 POLD3 POLE POLE2 PRIM1 PRKD1 PTGS2 RABIF RAD51 RBBP8 RECQL4 REEP1 RFC2 RFC4 RFXAP RGS7 RIMKLB RMI1 RNPC3 RPA2 RRM2 SLBP SLC25A27 SLC38A2 SMPD1 SP1 SPIN3 SSBP2 SVIP TAF15 TCEAL9 TCF19 TCIM TENM3 TIFA TIPIN TLR3 TLR6 TMCC1 TMEM243 TNS2 TOPBP1 TP53INP1 TREX1 TRIM45 TTLL7 TXNRD1 UBR7 UNG USP1 USP18 USP37 USP53 WDHD1 WDR76 YEATS4 ZBTB14 ZMYND19 ZNF367 ZRANB2 FISCHER_G2_M_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FISCHER_G2_M_CELL_CYCLE ACSL4 ADGRE5 ADGRG6 AMD1 ANLN ANP32E ANXA3 ARHGAP11A ARHGAP11B ARHGAP19 ARHGEF39 ARL4A ARL6IP1 ASPM ATF7IP AURKA AURKB BAG3 BCAR3 BIRC3 BIRC5 BMP2 BRD8 BTBD3 BTG1 BUB1 BUB1B BUB3 CABYR CCNA2 CCNB1 CCNB2 CCNF CCSAP CDC20 CDC25B CDC25C CDC27 CDC42EP4 CDCA2 CDCA3 CDCA8 CDK1 CDKL5 CDKN1B CDKN2C CDKN2D CDR2 CEMIP CENPA CENPE CENPF CENPL CEP350 CEP55 CEP70 CFLAR CHEK2 CIT CKAP2 CKAP2L CKAP5 CKS1B CKS2 CLK4 CNTROB CSPG4 CTNND1 CYP1A1 DBF4 DBF4B DCLRE1C DCP2 DEPDC1 DEPDC1B DNAJB1 DR1 DUSP4 DZIP3 E2F5 ECT2 EIF2AK3 EIF4E ELK3 ESPL1 FAM110A FAM3C FAM83D FNBP4 FOXM1 FYN FZR1 GAS2L3 GIT2 GOT1 GPSM2 GTSE1 H1-0 H2AX H2AZ2 HJURP HMG20B HMGA2 HMGB2 HMGB3 HMGCR HMMR HP1BP3 HSPA1L IQGAP3 JADE2 JPT1 KATNA1 KCTD9 KDM6A KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF5B KIFC1 KMT5B KNSTRN KPNA2 LAMC1 LBR LDLR MAD2L1 MAT2A MEAK7 MELK METTL4 MGAT2 MID1 MKI67 MPHOSPH9 MTMR6 NCAPH NDC1 NDC80 NDE1 NEDD4L NEIL3 NEK2 NET1 NFYB NIF3L1 NUF2 NUMB NUP35 NUP37 NUP50 NUP98 NUSAP1 OIP5 PBK PCF11 PIF1 PIMREG PKNOX1 PLAU PLEKHA5 PLK1 PLK4 PNRC2 POLQ PPP1R10 PPP2R5C PRC1 PSMD11 PSRC1 PTTG1 RACGAP1 RAD21 RAD51C RDH11 RGS3 RIN2 RNF4 RSBN1 SAP30 SAPCD2 SERTAD3 SFPQ SGO1 SGO2 SHCBP1 SIX4 SLC25A24 SLCO1B3 SMTN SPA17 SPAG5 STAT1 STIL STK17B TACC3 TDP1 TGFB2 TGIF1 TJP1 TMPO TNFAIP2 TNFAIP8L1 TNFRSF21 TNPO2 TOP2A TPX2 TRIM59 TRIP13 TROAP TSN TTF2 TTK TUBB TUBD1 UBE2C UBE2D1 UBE2G1 UBE2S VANGL1 WEE1 WSB1 ZMYM1 ZNF165 ZNF207 ZNF267 ZNF518A ZNF587 ZNF614 FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_OK_VS_DONOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_OK_VS_DONOR_DN AP1B1 BAX BLMH BRD2 C1QL1 CADM4 CYP2A13 EIF2AK2 FOS FPR2 GLIPR1 GPAA1 GSS KLK3 KRT7 MYC NF2 PAXIP1 PCF11 RBMS1 RHBDF1 TMEM11 USP22 USP9X FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_OK_VS_DONOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_OK_VS_DONOR_UP ABAT ABI1 ACADSB ACBD3 ACOT13 ACSL3 ACSL4 ACSM3 ACTA2 ACTG1 ACTN1 ACTR2 ADD3 ADH1A ADH5 AFF1 AGL AHCYL1 AHR AK4 AKR1C1 AKR1C3 ALG8 AMD1 ANK2 ANK3 ANP32A ANXA4 ANXA5 ANXA7 AOC1 AP3D1 AP3S1 APLP2 ARF4 ARFGEF1 ARHGEF18 ARID5B ARMCX2 ARPC5 ASF1A ATF2 ATG12 ATP2A2 ATP6V0E1 ATP6V1A ATP6V1B2 ATP8A1 AUH AUTS2 AZIN1 BAMBI BBOX1 BBX BCAP31 BEX4 BIRC3 BLTP1 BMP2K BNIP3 BRD8 BTBD3 BZW1 C11orf58 C1D C1S C7 CA12 CALU CAPZA1 CASP4 CAT CBR4 CBX3 CBX6 CCNG2 CCT2 CD2AP CD44 CD46 CD74 CD9 CDC42BPA CDH11 CDK13 CDK14 CDK2AP1 CDS1 CFDP1 CFH CFLAR CHTOP CITED2 CLASP2 CLDN10 CLU CNBP CNIH1 COL1A2 COL3A1 COL4A1 COMT COPA COPB1 COPS2 COPS5 CREB1 CREB3L2 CREBBP CREBL2 CREBZF CRYAA CRYAB CRYM CRYZ CTNNA1 CX3CR1 CXCL12 CXCL9 CYB5R3 CYCS CYP1B1 CYP4A11 DCTD DDOST DDX19B DDX3X DDX5 DEK DESI2 DHX9 DICER1 DLD DNAJA1 DPM1 DPYSL2 DST DSTN DUSP3 DUT DYNC1I2 DYNLL1 DYNLT3 DYRK1A E2F3 EEF1D EIF1AX EIF2AK2 EIF3F EIF3I EIF4H ELOVL5 ENPP2 EPS15 EPS8 ERBB3 ETF1 ETFA EVI2B F2R F2RL1 FABP4 FAM168B FAM3C FAT1 FBXO9 FECH FGL2 FHL1 FMO3 FNBP1L FNDC3A FNTA FOXJ3 FPGT FRMD4B FYN G3BP1 GABBR1 GALC GALNT1 GBE1 GBP1 GCC2 GCH1 GCSH GDI2 GGT1 GLRX GLS GOT1 GOT2 GPC3 GRB10 GSN GSTO1 GTF2I GTF3A GULP1 GUSBP11 H2AZ1 H2AZ2 H3-3B HADH HAT1 HBA1 HBB HBD HDGF HERPUD1 HIBCH HIPK1 HLA-A HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DRA HLA-DRB1 HLA-F HLA-G HLTF HMGB2 HMGN1 HMGN3 HMGN4 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPDL HNRNPH2 HNRNPK HNRNPR HPGD HSBP1 HSD17B4 HSPA13 HSPA1A HSPA5 HSPA8 HSPE1 ID1 ID2 IDH1 IFI16 IFNGR1 IFT25 IGF1R IGFBP4 IGHG1 IGHM IGKC IGLC2 IL32 IL6ST IL7R IMMT ISCA1 ITM2A JCHAIN JTB KCNJ15 KHK KNG1 KPNA2 KRIT1 LAMP2 LASP1 LEPROT LEPROTL1 LGALS1 LITAF LPGAT1 LRP2 LRRFIP1 LTN1 LUC7L3 LUM LY75 LYZ MAF MAOA MAPK1IP1L MAPRE1 MARCKS MATCAP2 MCL1 MDH1 MED13 MEGF9 MICU2 MINPP1 MMP7 MMUT MORC3 MORF4L2 MRPS18B MSH3 MSMO1 MSN MTDH MTMR4 MVP MYH10 MYH11 MYH9 MYO1B MYOF N4BP1 NACA NAP1L1 NARS1 NBN NBPF14 NCOA2 NCOA3 NDUFA5 NDUFAF1 NDUFS1 NEK4 NEK7 NIPSNAP2 NMI NNT NONO NPTN NR1D2 NREP NRIP1 NSL1 NUP153 NUP50 NXF1 OAT OGT OXA1L OXCT1 PAFAH1B1 PALLD PAM PAPPA2 PAPSS1 PARG PARK7 PARP1 PCK1 PDCD6 PDIA3 PDLIM5 PEX11B PEX3 PFN2 PGK1 PGM1 PHF3 PHKB PICALM PIK3C2A PJA2 PKM PKN2 PLAAT4 PLOD2 PLPBP PLS3 PLSCR1 PNISR PPIB PPID PPM1B PPP1R2 PPP2CB PPP2R1A PPP2R5C PRDX4 PRKAR1A PRKCI PRKRA PRPF40A PSMA3 PSMA4 PSMB9 PSMC5 PSMC6 PSMD11 PSMD14 PSME2 PTGES3 PTH1R PTMA PTP4A2 PTPN12 PTPRC PTPRD PUM1 QKI R3HDM2 RAB11A RAB1A RAB29 RAB2A RAB8A RAC1 RACK1 RALA RALBP1 RAN RAP1B RB1 RBL2 RBM3 RBP4 RBPMS RCAN1 RECQL RERE RFK RGS5 RHOA RHOBTB3 RNF6 ROCK1 RPL22 RPL36AL RPP14 RPS6KA3 RRAGA RSRC2 RSRP1 RTL8C RYK SAP18 SCAF11 SCAMP1 SCFD1 SCP2 SDCBP SEC22B SEC23A SEC24B SELENBP1 SEM1 SEPTIN10 SEPTIN6 SERBP1 SERINC1 SERINC3 SERP1 SERPINE2 SFRP1 SH3BGR SH3BGRL SHOC2 SIAH1 SKIC3 SLC16A4 SLC17A3 SLC1A1 SLC22A2 SLC25A1 SLC25A13 SLC25A46 SLC34A1 SLC39A6 SLC5A3 SMAD5 SMG1 SMG1P5 SMURF2 SNRPD3 SNRPN SNX2 SP3 SPARC SPARCL1 SPCS2 SPTSSA SRGN SRP72 SRRM1 SRSF1 SRSF11 SRSF2 SSBP1 STAT1 STAT3 STRN3 SUB1 SULT1A2 SWAP70 SYPL1 TANK TAPBP TARDBP TBCA TBCB TBL1X TCEAL4 TEK TERF1 TFPI TGFBR2 TIAL1 TM9SF1 TMED10 TMED5 TMEM123 TMX1 TNFRSF11B TNFSF10 TNPO1 TOB1 TOMM34 TOMM70 TOP2B TOPORS TOR1AIP1 TRA2A TRAPPC8 TRIM2 TRIM44 TRRAP TSC22D1 TSPAN8 TSPO TSPYL4 TUBA1A TUBA1B TUSC3 TWF1 TXNDC9 TXNL4A UBA2 UBE2N UBE4A UBQLN2 UBXN4 UFL1 UGCG UGT1A10 UGT8 UQCRC1 USP14 USP33 VAT1 VCAM1 VCAN VEGFA VIM VTI1B WASHC4 WDFY3 WEE1 WFDC2 WSB1 WWP1 WWTR1 XPO1 YWHAE YWHAH ZBTB20 ZC3H15 ZDHHC17 ZEB1 ZEB2 ZMPSTE24 ZMYM2 ZMYND11 ZNF146 FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_REJECTED_VS_OK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_REJECTED_VS_OK_DN ABAT ABCB1 ABCC2 ABCC4 ABCC6 ABCD3 ACAA1 ACAA2 ACADM ACADSB ACAT1 ACO1 ACO2 ACOT13 ACOT2 ACOX1 ACP3 ACSM2A ACSM3 ACVR1B ACY1 ADD3 ADGRF5 ADH5 ADH6 AFM AGAP1 AGL AHCY AHCYL1 AIFM1 AK4 AKAP11 AKR1A1 AKR1C1 AKR1C3 AKR7A2 AKR7A3 ALB ALDH2 ALDH3A2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH9A1 ALDOB ANG ANK2 ANK3 ANKRD46 ANPEP ANXA7 AOC1 AP3D1 APLP2 APOH APOM AQP1 AQP3 ARMCX2 ASAP2 ASPA ASS1 ATF2 ATP2A2 ATP5F1A ATP5PF ATP5PO ATP6V0E1 ATP6V1A AUH AUTS2 AZGP1 BAMBI BBOX1 BBX BEX4 BHMT BLTP1 BNIP3 BPHL BTBD3 C11orf58 C1QBP CA12 CA2 CA4 CALB1 CALM1 CAP2 CAT CBR4 CCDC69 CCNG2 CD2AP CD9 CDC42BPA CDH1 CDK14 CDKN1C CDS1 CENPS CFDP1 CGRRF1 CLASP2 CLDN10 CLDN8 CLIC4 CLIC5 CLINT1 CLTB CNIH1 COBLL1 COL4A4 COMT COPA COPS2 COPS5 COX11 COX6A1 COX7A1 COX7B CREB3L2 CRYAA CRYAB CRYM CRYZ CSNK2A1 CTBP1 CTH CTNNA1 CTSL CYB5A CYB5R3 CYCS CYP17A1 CYP3A5 CYP4A11 CYP4F2 DAB2 DAP DDC DDOST DDT DDX10 DDX19B DDX3X DEFB1 DIO1 DLD DLEU1 DMXL1 DNAJB9 DNM1L DNPH1 DPP4 DPYS DSP DST DSTN DUSP3 DYNLT3 DZIP1 EBNA1BP2 ECH1 ECHS1 ECI1 EFHD1 EHHADH EIF1AX EIF3I ENOSF1 ENPEP ENPP2 ENTPD5 EPB41L3 EPCAM EPHX2 EPS8 ERBB3 ERBB4 ESD ESRRG ETFA EXPH5 F2R FABP1 FAH FAM168B FAM169A FAM3C FAT1 FBP1 FBXO21 FBXO9 FECH FGF1 FGF9 FH FKBP2 FMO1 FMR1 FNBP1L FNDC3A FOLH1 FPGT FUCA1 FYN G3BP1 G6PC1 GABARAPL1 GATD3 GATM GBE1 GCDH GCHFR GCSH GGH GGT1 GHITM GJB1 GLDC GLOD4 GLRX GLS GLUD2 GLYAT GOLGA4 GOT1 GOT2 GPC3 GPC5 GPD1L GPX3 GRB10 GRB14 GRHPR GSTA1 GSTA2 GTF2I GULP1 H2AZ2 HADH HADHB HAGH HDGF HGD HIBCH HIPK1 HLTF HMGCL HNMT HOXD8 HPD HPGD HPN HSD11B2 HSPA13 HSPA4 HSPA4L HSPA8 HSPB1 HSPD1 HSPE1 HTRA1 IDH1 IDH2 IGF1R IGFBP2 IGFBP4 IGFBP5 IGSF3 IMMT IMPA2 ISCA1 ITGA6 ITM2B KANK1 KBTBD11 KCNJ15 KDR KHK KIF3A KIF3B KL KNG1 KRIT1 LAMTOR5 LARP4 LGALS2 LRP2 LRPAP1 LRPPRC MAF MAOA MAOB MAPK1IP1L MARCHF6 MATCAP2 MDH1 MFAP3L MIA2 MICU2 MINPP1 MME MMUT MORF4L2 MPC2 MPDZ MRPS18B MSH3 MSMO1 MT1E MT1G MT1X MTMR4 MTSS1 MXI1 MYH10 MYH11 MYO6 NARS1 NAT8 NCKAP1 NDRG1 NDUFA5 NDUFAB1 NDUFAF1 NDUFB5 NDUFS1 NDUFS4 NDUFS8 NEK4 NNT NONO NQO2 NR1D2 NR3C2 NREP OAT OCLNP1 OGG1 OXA1L OXCT1 PAFAH1B1 PAH PALM2AKAP2 PARD3 PARG PARM1 PC PCBD1 PCBP2 PCCA PCK1 PCK2 PDE8A PDHX PDLIM5 PDXDC1 PDZK1 PDZK1IP1 PDZRN3 PEBP1 PEPD PEX11B PEX19 PEX3 PEX7 PFN2 PGK1 PGM1 PGRMC1 PGRMC2 PHB1 PHKB PHYH PIK3C2A PIK3R1 PJA2 PLAAT3 PLEKHB2 PLG PLPBP PLS3 PMPCB PNP PODXL PPM1B PPP2CB PPP2R1A PPP2R3A PRDX2 PRDX3 PRKAR1A PRKCA PRKCI PRKRA PRNP PRODH2 PRPF40A PRPSAP2 PSMD11 PTGER3 PTGES3 PTH1R PTPN3 PTPRD PUM1 QPRT R3HDM2 RAB1A RAB29 RAB2A RAB40B RABGGTB RBP4 RBPMS RCAN1 RDX RFK RGN RHOBTB1 RHOBTB3 RIDA RNF14 RNF6 RPP14 RPS6KA3 RRAGA RRAS2 RTL8C RTN4 SALL1 SC5D SCAF11 SCAMP1 SCP2 SDC1 SDHA SDHB SDHC SEC23A SELENBP1 SEPHS2 SEPTIN10 SERBP1 SERINC1 SERPINA5 SERPINI1 SETD3 SH3BGR SH3YL1 SHANK2 SHMT1 SLC12A3 SLC13A3 SLC16A4 SLC16A7 SLC17A1 SLC17A3 SLC1A1 SLC22A2 SLC22A6 SLC25A1 SLC25A13 SLC25A36 SLC25A4 SLC25A46 SLC26A4 SLC27A2 SLC31A1 SLC34A1 SLC37A4 SLC39A14 SLC3A2 SLC4A4 SLC5A12 SLC5A3 SLC7A7 SLC7A8 SMAD4 SMAD5 SMG1 SMPDL3A SNRPD3 SNRPN SNX2 SNX4 SOD1 SORD SPTSSA SRRM1 SRSF1 ST13 STRAP STRN3 SULT1C2 SYPL1 TECR TEK TERF1 TMBIM6 TMED10 TMED5 TMT1A TNFRSF11B TNPO1 TOB1 TOMM20 TOMM34 TOMM70 TOX3 TRIM2 TRIM44 TSC22D1 TSPYL4 TST TUBB2A TXN UBA1 UBE2E3 UFL1 UGDH UGT1A10 UGT2B15 UGT2B7 UGT8 UQCRC1 UQCRC2 UQCRFS1 UQCRQ USP14 USP2 VAT1 VDAC1 VDAC2 VEGFA VTI1B WEE1 WWP1 WWTR1 XPNPEP2 YES1 YWHAE ZBTB20 ZC3H14 ZDHHC17 ZMYND11 ZNF117 ZNF124 ZNF148 ZNF91 FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_REJECTED_VS_OK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_BIOPSY_KIDNEY_TRANSPLANT_REJECTED_VS_OK_UP ACKR1 ADAM15 AIF1 ALDOC AOAH APOC1 ARPC1B C1QB CCL5 CCND3 CD14 CD163 CD2 CD27 CD3D CD48 CD52 CD53 CD8A CELF2 CFD COL6A3 CORO1A CSTA CXCR4 DOCK2 EIF2AK2 ENTPD1 FABP5 FCER1G FCGR1A FCGR3A FCN1 GBP2 GLIPR1 GLUL GMFG GZMA HCLS1 HLA-F IFFO1 IFI30 IFITM1 IL10RA IL10RB IL4R INPP5D ISG20 ITGB2 LAPTM5 LCK LCN2 LCP1 LGALS9 LILRB4 LST1 LTF LY86 MMP9 MOXD1 PDE6D PIM2 POLR2A PRKCB PSMB8 PTPRC RAB27A RAB31 RAC2 RASSF2 RBMS1 RGS10 RHOH S100A4 S100A8 SFN SLA STAT1 TMEM131L TNFRSF1B TRBC1 TYMP TYROBP UBC UBE2L6 USP9X VSIG4 WARS1 FLECHNER_PBL_KIDNEY_TRANSPLANT_OK_VS_DONOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_PBL_KIDNEY_TRANSPLANT_OK_VS_DONOR_DN ABL1 AHR AMFR ANP32E ANXA5 ARFGAP3 ATP6V1G1 BCLAF1 CANX CD53 CDC42EP3 DDX5 DNAJB6 EID1 ETFA FLI1 GADD45B HAUS2 IGKC IL1B IMPA1 ITSN2 LY96 LYN MAPK14 MIR22HG MKNK1 NFYA PAX8 PPP1R10 PTPN12 PYROXD1 RAB11A RHEBP1 SLC2A3 SQLE TENT4A TRAF3IP2 TRAF3IP3 UBE2E3 USP7 ZBED4 FLECHNER_PBL_KIDNEY_TRANSPLANT_OK_VS_DONOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_PBL_KIDNEY_TRANSPLANT_OK_VS_DONOR_UP AASDHPPT ACO2 ACTB AGL AHNAK ALOX5AP ANAPC13 ANP32B ARHGAP1 ARID5A ATP5F1A ATP5MC1 BICD2 BMS1 BPHL BTN3A2 CAD CAMKK2 CAPZB CCT7 CD58 CDIPT CGB3 CHD3 CLEC11A CLTC CLU CPNE1 CTSD CTSK CUL4B CYC1 DAP3 DCTD DEDD DHX9 EEF1B2 EIF3F EMG1 FLT3LG FTH1 GSPT1 H3P37 H4C3 HAX1 HBEGF HIPK1 HYOU1 IK IKBKE IL2RG IMMT IPCEF1 ITGB1 JUND KLF6 KLHL21 LAMP2 LAMTOR5 LEMD2 LGALS9 LMO1 LRP10 LSM2 LST1 MAGED1 MAN2A2 MAP2K1 MBOAT7 MICAL2 MORC3 MTMR1 MYD88 NCOR2 NDUFB5 NELFB NSD2 NUBP1 NUMB OAT OGT OXA1L PA2G4 PCF11 PECAM1 PHF2 PIK3R1 PLIN3 PPM1A PPP1R15A PRKAR1A PRMT1 PRPS1 PSMA2 PSMA4 PSMA5 PSMB4 PSMD9 PTGER2 PTPN11 RACK1 RAD23A RBPJ RGS2 RPL11 RPL19 RPL23 RPL35 RPLP0 RPN1 RPS20 RPS23 RPS29 RSU1 SARS1 SAT1 SATB1 SETD1A SF1 SF3B4 SMARCE1 SRRM1 SRSF3 SRSF8 STAT4 STK19 STK38 STXBP1 SYNCRIP TAF7 TAPBP TFRC TIMM17A TMCC1 TMED2 TOP2B TRAF3IP3 TRIM58 TSFM TUBGCP2 TXN TXNL4A UBE2I UBE4A UGCG URI1 VAMP5 VAV1 VDAC1 WIPF2 YWHAZ ZNF337 ZNF384 ZPR1 FLECHNER_PBL_KIDNEY_TRANSPLANT_REJECTED_VS_OK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_PBL_KIDNEY_TRANSPLANT_REJECTED_VS_OK_DN ACO2 ADGRG1 ANAPC13 BICD2 CD46 CDKN1B CHAF1A COX7C CTCF EIF3K FTH1 GAPDH GOLGA1 GSPT1 GTF2B HSPA9 IK IL2RG ITGB1 LMO1 LRP10 LTB MAN2A2 MAPK14 MCM7 MYD88 PCBP2 POLR2H POMK POU4F1 PPP1R15A PTGER2 RABGGTB RALBP1 RIOK3 RPL11 RPL28 RPS2 SAFB2 SETD1A SLC3A2 SRSF3 SRSF8 STK38 SYNCRIP SYNPO TES TMEM63A TRAF3IP3 TXNL4A ZNF148 FLECHNER_PBL_KIDNEY_TRANSPLANT_REJECTED_VS_OK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLECHNER_PBL_KIDNEY_TRANSPLANT_REJECTED_VS_OK_UP AGPAT1 ANP32E ANXA4 ARHGEF1 ATR B2M CANX CBX1 CD47 CDK7 CDKN1C CENPB DAXX DCTN6 DNPEP GOT2 H2AC18 H2AC6 HNRNPA3 ICAM2 IDS IGKC ITM2A ITPK1 KLC1 KPNA2 LITAF LYN MCM6 MPV17 MTDH MTMR4 NFYA OTUD4 PARP1 PCGF2 PDLIM5 PLP2 POLR1C PSMD14 PSMD6 PTPN12 REEP5 RNF144A RPA2 SELPLG SERPINE2 SH2B1 SHOC2 SPCS2 SPINT2 SRF TASOR TAX1BP1 TAX1BP3 TMED10 TRA2A TSC22D3 TUBB2A TXNRD1 UBE2E3 ULK2 XRCC5 ZBTB14 ZFC3H1 FLORIO_HUMAN_NEOCORTEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLORIO_HUMAN_NEOCORTEX ACSM2B AHSP AMY1B APOBEC3A APOL1 CCDC168 ENSG00000187951 ERAP2 ERVW-1 FAM177B FAM9C FCRL4 FUT6 GLYATL1 GRK7 KRTAP15-1 LAMB4 LEUTX LINC01550 LINC01553 LINC02108 LINC02860 LINC02864 LINC02910 MAP1LC3C MGAT4EP MRPL42P1 MUC22 NDUFV1-DT OR10K1 PARP15 PCDH11Y PGA3 PIWIL3 POM121L7P POU5F1B PRSS40A SP140L SPANXN1 TRIM22 TSBP1 UGT2B15 ZIM3 ZNF221 ZNF492 ZNF705G ZNF716 FLORIO_NEOCORTEX_BASAL_RADIAL_GLIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLORIO_NEOCORTEX_BASAL_RADIAL_GLIA_DN ACBD7 ADGRF5 AK4 ANLN ANO5 ANP32E ANXA1 APOD ARHGAP11A ARHGAP19 ASPM ATP9B AURKA AURKB BIRC5 BLM BRCA1 BRCA2 BRIP1 BUB1 BUB1B C21orf62 C5 CCNA1 CCNB1 CCNB2 CDC20 CDC45 CDCA2 CDCA3 CDCA5 CDCA8 CDK1 CDKN3 CENPA CENPE CENPF CENPK CENPL CENPM CENPU CEP152 CHEK2 CIP2A CKAP2 CKAP2L CKS1B CKS2 COL1A2 DEPDC1 DEPDC1B DLGAP5 DSN1 DTL DUSP10 E2F8 EDNRB ELMO1 EMP1 EPB41L2 ESCO2 ESPL1 EXO1 EXPH5 FAM111A FAM124B FAM72A FAM72B FAM72D FANCD2 FANCI FBXO5 FGFR2 FN1 FOXM1 FSTL1 GAS2L3 GEM GINS1 GRIN2A GTSE1 H1-1 HAPLN1 HBA1 HBA2 HBG1 HJURP HMGB2 HMGN2 HMMR HSD17B11 IL32 IQGAP3 ITM2A KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF22 KIF23 KIF2C KIF4A KIFC1 KNSTRN KNTC1 KPNA2 LDLR LMNB1 LRP4 LUM MAD2L1 MAP7D3 MCC MELK MFAP4 MIS18BP1 MKI67 MND1 MSH5 MYBL2 NCAPD2 NCAPG2 NCAPH NDC80 NDE1 NEK2 NEMP1 NID1 NSUN7 NUF2 NUSAP1 PARPBP PBK PCDH11X PDGFD PHGDH PIMREG PLK1 PLK4 POC1A POGLUT3 POLQ PRC1 PRELP PRR11 PSRC1 PTTG1 RACGAP1 RAD51AP1 RFTN2 RRM2 SEMA5A SERPINE1 SERTAD4 SGO1 SGO2 SHCBP1 SKA1 SKA3 SLC15A2 SLC35G2 SMC4 SPAG5 SPARC SPC25 SULT1C4 TACC3 TENT5C TFPI TGIF1 TIMELESS TK1 TMEM255A TMEM47 TOP2A TPX2 TRAIP TRIM59 TROAP TTK TUBB6 UBE2C UBE2T UGT8 VCAM1 WEE1 XRCC2 ZWINT FLORIO_NEOCORTEX_BASAL_RADIAL_GLIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLORIO_NEOCORTEX_BASAL_RADIAL_GLIA_UP ABCA9 ABCB5 ABCC9 ABCG5 ACAN ACOT11 ACSL6 ACSM2B ACVR1C ADAMTS4 ADAMTS6 ADAMTS9 ADGRL2 ADGRL4 ADRA1A ADTRP AGMO AHSP AICDA AIPL1 AKR1D1 AMY1B ANKRD55 APCDD1 APOBEC3A APOL1 APOL6 APOLD1 ARHGAP24 ARHGAP28 ARHGEF28 ASB15 ASCL1 ASPA AXDND1 BEND7 BEST3 BLOC1S6 BMPER BNC1 BNC2 BNIPL BPIFC BRS3 BVES C1QTNF7 C21orf58 C2orf50 C4orf36 C5AR2 C7 CADPS2 CALCR CCDC150 CCDC168 CCDC190 CCNF CCR2 CCR8 CD22 CD96 CDCP1 CDHR4 CEACAM1 CELA3A CENPI CEP55 CFAP54 CFAP97D1 CGNL1 CHDH CHRDL1 CLEC12A CLEC1B CLMN CLNK CNBD2 CNKSR3 COBL COL28A1 COL4A1 COL8A1 CPA4 CPNE8 CPT1A CRABP1 CRB1 CRX CTCFL CUX2 CXCL9 CXXC4 CYSLTR2 DDO DMC1 DNAJC12 DOCK5 DPPA4 DSC3 E2F2 E2F7 EBF1 EBPL ECT2 EHF ELF5 EML6 ENAM ENSG00000187951 EOGT EOMES EPHA3 ERAP2 EREG ERVW-1 ESRP1 ETS1 FAM177B FAM241A FAM83D FAM9C FBLIM1 FCRL4 FGF5 FLT1 FMOD FOXN4 FOXP2 FRK FUT6 FYB2 GAB3 GADL1 GATAD1 GBP6 GCNT3 GDF5 GIMAP1 GLIPR1L2 GLYATL1 GPC5 GPR151 GPR157 GPR83 GREB1 GRK7 H2BC15 HES2 HFE HHAT HRK HSD17B13 HSPA2 HTR2C HTR3B HTR4 ICAM2 IFNA6 IFNLR1 IL1RL1 IL5RA INSM1 IRAG2 IRF1 IRF6 ISG20 ITGB7 ITGBL1 IYD JAML KANK4 KBTBD12 KCNE4 KCNG3 KCNJ15 KIAA1328 KLRD1 KNL1 KRTAP15-1 KRTAP24-1 L1TD1 LAIR1 LAMB4 LAMC2 LAX1 LEAP2 LEUTX LGSN LINC01550 LINC01553 LINC02108 LINC02860 LINC02864 LINC02910 LRRC36 LRRC38 LYZ MAB21L3 MACC1 MAP1LC3C MARVELD2 MBNL1 MCOLN3 MEFV MFSD4B MGAT4EP MINAR2 MORC4 MRAP2 MRPL42P1 MSRB3 MUC22 MYO3B MYOCD MYPN NAT1 NDUFV1-DT NEBL NEK7 NEUROD4 NFATC2 NIPAL1 NNMT NPFFR1 NPY2R NRP1 NUAK2 OAS2 ODAPH OLFML1 OPHN1 OPRK1 OR10J3 OR10K1 OR10K2 OR1N2 OR3A1 OR4D5 OR4K2 OR52A5 OR5H6 OR8D4 OR8K1 ORC4 PAMR1 PARP14 PARP15 PAX3 PCDH11Y PCDH18 PCTP PDE3A PDE4C PDE6A PDE7B PENK PGA3 PIF1 PIWIL3 PLA2R1 PLB1 PLXDC1 PLXNA4 POM121L7P POU2AF1 POU5F1B PPARGC1A PPM1H PPP1R17 PPP1R3B PRRG4 PRSS40A PTPN14 PTPRJ PYHIN1 RARB REL RGS5 RHAG RHOH RNASE11 RNASEL RNF125 ROR1 RSAD2 S100A2 S100Z SAMD5 SAMD7 SAPCD2 SASH1 SCGB2A2 SCIMP SCN11A SDR16C5 SELE SELL SERPINA5 SERPINB5 SFMBT2 SGCD SHE SHISA9 SHROOM4 SIX4 SLC10A1 SLC14A1 SLC14A2 SLC16A12 SLC17A4 SLC17A6 SLC22A24 SLC28A2 SLC36A2 SLC38A11 SLC6A4 SLC9A4 SLFN12L SMAD3 SNX24 SP140L SPANXN1 SPN SPZ1 STAT4 STC1 STEAP2 STIL SULT1B1 SULT1C2 SULT2A1 SV2C SYNPO2 SYT9 TBC1D8B TCAF2 TDRD1 TECRL TERB1 TES TESPA1 TEX101 TEX14 TEX38 THBS1 TIMD4 TLR3 TM4SF1 TM4SF19 TMC7 TMEM154 TMEM212 TMEM236 TNFSF10 TOGARAM2 TPRG1 TRIM22 TRIM58 TRIM66 TSBP1 TTC39B TTC6 TTN UGT2B15 UPK1B VAV3 VSIG1 VSTM4 WDR31 WDR93 WFDC8 WNT5A WWTR1 XKR9 YES1 ZBTB8B ZFP42 ZFP57 ZIM3 ZNF221 ZNF492 ZNF608 ZNF705G ZNF716 FLOTHO_PEDIATRIC_ALL_THERAPY_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLOTHO_PEDIATRIC_ALL_THERAPY_RESPONSE_DN ANKRD40 ASF1B BAIAP2 CA12 CASP8AP2 CD8B CNR1 DDX60 DHX58 EHMT2 ESPL1 FBN2 IGHV3-7 INSM1 JAKMIP2 KLHL11 LMNB1 MRGBP MRPL28 PALMD PDLIM2 POLD1 SNN TCL6 TMEM131L TNFSF13 TRIM21 TTLL4 ZCCHC24 ZNF135 ZSCAN12 FLOTHO_PEDIATRIC_ALL_THERAPY_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FLOTHO_PEDIATRIC_ALL_THERAPY_RESPONSE_UP AKAP13 ALX4 CD34 CD69 CDC42EP3 CLEC2B CTDSPL EEF1G EEF2 EIF3D EIF3L EIF4B EMP1 FAU FXYD5 IL12RB1 ITGA6 KLF10 MACO1 MXRA7 NDRG1 OLFML2A RAB14 RAB1A RNF139 RPL13A RPL17 RPL22 RPL27 RPL37A RPL5 RPL6 RPL7 RPLP0 RPS16 RPS19 RPS20 RPS28 RPS5 RPS6 RPS9 RSL24D1 SLC38A2 STAM SYPL1 TBC1D15 TMED2 TMEM87A TOMM20 TPT1 VAMP3 ZDHHC11 FONTAINE_FOLLICULAR_THYROID_ADENOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_FOLLICULAR_THYROID_ADENOMA_DN ABCA8 ATR BANF1 BAP1 BNIP3 C1QBP CASP4 CCL11 CCND3 CD274 CD38 CD47 CITED1 CLDN1 CLDN7 CLGN COX7B CTIF DCLK1 DPP4 ECM1 ELK4 EPRS1 FABP5 FAM107A FAM117A GFPT2 GLRX2 GPI HCLS1 IFI30 IGSF10 IL2RA KLF4 KLRD1 KLRK1 KPNA2 LILRB3 LPAR1 MAN1A1 MAP2 MDH1 MLLT1 MYC NOTCH1 PCSK6 PICK1 PITPNA PLCG2 PTGES RBBP4 RGS19 RPS6KA5 S100A10 S100A12 S100A6 SCEL SENP6 SLF2 SPDEF SPI1 SYP TENM1 TMEM14B TTC7B VDAC1 WAS ZMYM6 ZNF217 ZNF275 FONTAINE_FOLLICULAR_THYROID_ADENOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_FOLLICULAR_THYROID_ADENOMA_UP AMPD2 ARHGAP21 ARIH2 ARMCX4 ASGR1 BAG6 BCL2L11 CABIN1 CCNE1 CDH1 CDH16 CRLF3 CTBP2 DAP DDX56 E2F5 ECI1 EIF4G1 EPHB6 FAM174B FBXL16 FBXW8 FCGBP FGFRL1 FLT4 FMO2 GALT GATA3 GCLC GLG1 HDAC9 ID1 IL11RA KIF18B KLF1 KRT34 LGALS3BP LINC02366 LMLN LRP5 MAPK15 MBNL1 MESD MT1A NDUFA7 NEXN NR6A1 NT5C2 NUP107-DT OAZ2 PAX8 PBXIP1 PDLIM1 PLXNB2 PPARD PRKG1 PRUNE1 PTK2 RAD51B RANBP10 RBM25 RPS6KA2 SEMA4B SETD5 SGCG SH3RF2 SLC29A2 SPACA6 SPATA3-AS1 SWI5 TAOK2 TOMM40 TSPAN5 UBA7 USP13 WSCD2 ZNF512B ZNF76 FONTAINE_PAPILLARY_THYROID_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_PAPILLARY_THYROID_CARCINOMA_DN ABCA8 ASGR1 BAK1 BAP1 BMP5 C16orf86 CABIN1 CBL CCL11 CCL28 CD274 CD33 CD34 CD38 CDH16 CT75 CYTH3 DCLK1 DIO1 E2F5 F5 FBXW8 FCGBP FLT4 FRZB GFPT2 GPD1 HOXD11 IGSF10 IL24 IL2RA IRAK1 JUP KCNQ2 KIZ KLF1 KLHL9 KLK2 KLRD1 KRT34 LHB LILRB3 LINC02366 LMLN MAPK3 MATN1 MATN2 ME3 MFAP3L MLPH MT1A ODAM PCSK6 PICK1 PLCG2 PPIL4 PRUNE1 PTGES PTPN4 RAD51B RANBP10 RNF32 ROGDI RUNX3 SGCG SH3RF2 SHISA9 SPATA3-AS1 SPEF2 SPI1 STYXL1 SYP TMA16 TRIP12 TSPAN5 TWIST1 USP13 VAV2 ZNF275 ZNF44 FONTAINE_PAPILLARY_THYROID_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_PAPILLARY_THYROID_CARCINOMA_UP ABCC3 ADRB3 ARMCX3 CA11 CAPN3 CCND3 CCNE1 CD4 CD47 CD63 CDH3 CITED1 CLDN1 CLHC1 COX15 CTNNA1 CTTN DPP4 ECM1 ETV4 FAM107A FMO5 FUS GATB HCLS1 HSPB7 IGF2BP2 IL19 ILF2 KCNK5 KLF4 KPNA2 KRT18 LGALS3BP LMO3 MLLT1 NACC1 NELFA NIPAL3 NOTCH1 PDCD4 PDLIM1 PITPNA PLXNB2 PRKG1 PSAT1 RBBP4 RPS6KA2 S100A10 S100A6 SCEL SENP6 SHE SLC22A18 SLPI SNCB SNRPG SPACA6 SPP1 TENM1 TESC TEX13A TMEM45B VCL VTI1A ZNF217 FONTAINE_THYROID_TUMOR_UNCERTAIN_MALIGNANCY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_THYROID_TUMOR_UNCERTAIN_MALIGNANCY_DN ATR BAP1 CD274 CD38 FRZB HCLS1 IFITM3 IGSF10 IL24 IL2RA ITGA4 KIZ KLF1 KLK2 LILRB3 ODAM PCSK6 PLCG2 PPIL4 PTGES ROGDI S100A10 SLPI TRAF5 TWIST1 VAV2 FONTAINE_THYROID_TUMOR_UNCERTAIN_MALIGNANCY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FONTAINE_THYROID_TUMOR_UNCERTAIN_MALIGNANCY_UP AQP4 ARIH2 ARMCX4 BCL2L11 CA11 CAPN3 CCL1 CD4 CD63 CHRAC1 CITED1 CLDN7 CTNNA1 FBXL16 FLT1 GRB10 IGF2BP2 KCNK5 KPNA2 MESD NIPAL3 NR2F2 OAZ2 PBXIP1 PDCD4 PSAT1 PTK2 SATB1 SNCB SNRPG SPATA3-AS1 TENM1 TESC TMEM125 TSHR UGGT1 VEGFC ZMYM5 FOROUTAN_INTEGRATED_TGFB_EMT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_INTEGRATED_TGFB_EMT_DN AGR2 ALDH1A3 ANK3 AQP3 AREG ARHGAP29 ATP8B1 BIRC3 C1orf116 CAVIN2 CD9 CDH1 CEACAM6 CEBPD CFB CFH CP CXADR CYB5A DEFB1 DEPTOR DST EHF ELF3 EMP1 EPB41L4B EPCAM ERBB3 EREG ERMP1 ESRP1 FA2H FGFBP1 FOXA2 GDF15 GRTP1 GSE1 HPGD HS3ST1 IMPA2 INHBB KRT15 KRT19 LCN2 LSR LY6E MANSC1 MBP MMP7 MPZL2 MTUS1 MYO5C PDK4 PKP2 PLAAT4 PLS1 PPL PPP1R9A RAB25 RBM47 S100P SCNN1A SERPINB1 SLC16A7 SLC27A2 SLPI SOX2 SYNE2 TBC1D8 TJP2 TMEM30B TMT1A TSPAN1 VAV3 FOROUTAN_INTEGRATED_TGFB_EMT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_INTEGRATED_TGFB_EMT_UP ACKR3 ADAM19 ADAMTS6 ALOX5AP ANGPTL4 AP1S2 ARHGEF40 BMPR2 CALD1 CCN2 CDH11 CDH2 CDK14 CHRNA9 COL1A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A3 COL7A1 CRLF1 DACT1 DHRS2 DIXDC1 DLC1 DOCK4 DSE EPHB2 FBN1 FERMT2 FHOD3 FN1 FOXD1 FSTL3 GADD45B GAL GALNT10 GASK1B GFPT2 GLIPR1 GREM1 HMOX1 HS3ST3A1 HS3ST3B1 HSF2BP HTRA1 IGFBP5 IGFBP7 IL11 INHBA ITGA5 ITGB3 JAG1 JUN JUNB KCNMA1 LMCD1 LOX LUM MAF MFAP2 MMP1 MMP10 MMP2 MN1 MRC2 MYL9 NCF2 NEDD9 NKX3-1 NREP NT5E NUAK1 PDGFC PDLIM7 PID1 PLEK2 PMEPA1 PODXL POSTN PTHLH PTPRK RGS4 SACS SCG2 SCG5 SERPINE1 SERPINE2 SKIL SLC22A4 SLC26A2 SLN SMAD7 SNAI2 SPARC SPHK1 SPOCK1 SRPX STC1 TAGLN TCF4 TGFB1 TGFB1I1 TGFBI TGM2 THBS1 TIMP2 TNFAIP6 TNS1 TP53I3 TPM1 TUFT1 VCAN VGLL3 WNT5A WNT5B XYLT1 ZNF365 FOROUTAN_PRODRANK_TGFB_EMT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_PRODRANK_TGFB_EMT_DN ABLIM1 ADORA2B AGR2 ALDH3A2 ALDH5A1 ANK3 AREG ARHGAP29 BIRC3 C1orf115 C1orf116 CAVIN2 CD9 CDH1 CEBPD CITED2 CXADR CYB5A CYP1B1 DEPTOR DST EHF ELF3 EPAS1 EPB41L4B EPCAM ERBB3 EREG ERMP1 ESRP1 FOXA2 GDF15 GLDC GPRC5C GSE1 GULP1 HOOK1 HPGD IMPA2 JAG2 KITLG KRT19 LAMA5 LY6E MAP7 MBP MITF MMP7 MTUS1 MUC1 MYO5C NR2F2 NUP210 PDK4 PEG10 PKP2 PLAAT3 PLAAT4 PLS1 PPL PPP1R9A RAB26 RAB38 RBM47 S100P SCNN1A SERPINB1 SLC16A7 SLC27A2 SLCO4A1 SMPDL3B SORD SPRY1 SQOR SULT1A1 SYBU TBC1D8 TFAP2A TJP2 TMT1A TNFAIP2 TPD52L1 FOROUTAN_PRODRANK_TGFB_EMT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_PRODRANK_TGFB_EMT_UP ABCA1 ACKR3 ACTN1 ADAM12 ADAM19 ADAMTS6 AKT3 ALOX5AP AMIGO2 ANGPTL4 ANKLE2 AP1S2 APBB2 ARFGAP1 ARHGEF40 BHLHE40 BMAL1 BMP1 BMP2 BMPR2 BPGM C3orf52 CALD1 CCN2 CD59 CDH11 CDH2 CDK14 CHRNA9 CHST11 COL1A1 COL4A1 COL4A2 COL5A1 COL7A1 CRLF1 CYTH1 DAAM1 DACT1 DHRS2 DIXDC1 DLC1 DOCK4 DSE DUSP10 ELK3 EML1 EPHB2 ETS2 FAM114A1 FBN1 FERMT2 FHOD3 FN1 FOXD1 FSTL3 GADD45B GAL GALNT10 GASK1B GFPT2 GLIPR1 GNG11 GRB10 GREM1 HMGA2 HMOX1 HRH1 HS3ST3A1 HSF2BP HTRA1 IGFBP5 IGFBP7 IL11 INHBA INPP4B ITGA5 ITGB3 JAG1 JARID2 JUN JUNB KCNJ15 KCNMA1 KDELR3 KLF7 LAMC2 LARP6 LBH LMCD1 LOX MAF MAGED2 MAP1LC3B MATN3 MBOAT2 MFAP2 MICAL2 MMP1 MMP10 MMP2 MMP9 MN1 MRC2 MYL9 MYO10 NCF2 NEDD9 NKX3-1 NREP NRIP3 NT5E NUAK1 PALLD PDGFA PDGFC PDLIM7 PEA15 PID1 PIK3CD PLAUR PLEK2 PMEPA1 PODXL POSTN PRR5L PSMD2 PTHLH PTPN21 PTPRK PXDC1 RALA RFTN1 RGS4 RUNX2 SACS SCG5 SEMA3C SERPINE1 SERPINE2 SIK1 SKIL SLC22A4 SLC26A2 SLCO2A1 SLN SMAD7 SMURF2 SNAI2 SPARC SPDL1 SPHK1 SPOCK1 SRPX SRRD STC1 TAGLN TAGLN2 TBX3 TCF4 TFPI2 TGFB1 TGFB1I1 TGFBI TGM2 THBS1 TIMP2 TMCC1 TNFAIP6 TNS1 TP53I3 TPM1 TPM4 TPST1 TPST2 TUBA1A TUBA4A TUFT1 VCAN VEGFC VIM WNT5A WNT5B XYLT1 ZNF365 FOROUTAN_TGFB_EMT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_TGFB_EMT_DN ABLIM1 ADORA2B AGR2 ALDH1A3 ALDH3A2 ALDH5A1 ANK3 AQP3 AREG ARHGAP29 ATP8B1 BIRC3 C1orf115 C1orf116 CAVIN2 CD9 CDH1 CEACAM6 CEBPD CFB CFH CITED2 CP CXADR CYB5A CYP1B1 DEFB1 DEPTOR DST EHF ELF3 EMP1 EPAS1 EPB41L4B EPCAM ERBB3 EREG ERMP1 ESRP1 FA2H FGFBP1 FOXA2 GDF15 GLDC GPRC5C GRTP1 GSE1 GULP1 HOOK1 HPGD HS3ST1 IMPA2 INHBB JAG2 KITLG KRT15 KRT19 LAMA5 LCN2 LSR LY6E MANSC1 MAP7 MBP MITF MMP7 MPZL2 MTUS1 MUC1 MYO5C NR2F2 NUP210 PDK4 PEG10 PKP2 PLAAT3 PLAAT4 PLS1 PPL PPP1R9A RAB25 RAB26 RAB38 RBM47 S100P SCNN1A SERPINB1 SLC16A7 SLC27A2 SLCO4A1 SLPI SMPDL3B SORD SOX2 SPRY1 SQOR SULT1A1 SYBU SYNE2 TBC1D8 TFAP2A TJP2 TMEM30B TMT1A TNFAIP2 TPD52L1 TSPAN1 VAV3 FOROUTAN_TGFB_EMT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOROUTAN_TGFB_EMT_UP ABCA1 ACKR3 ACTN1 ADAM12 ADAM19 ADAMTS6 AKT3 ALOX5AP AMIGO2 ANGPTL4 ANKLE2 AP1S2 APBB2 ARFGAP1 ARHGEF40 BHLHE40 BMAL1 BMP1 BMP2 BMPR2 BPGM C3orf52 CALD1 CCN2 CD59 CDH11 CDH2 CDK14 CHRNA9 CHST11 COL1A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A3 COL7A1 CRLF1 CYTH1 DAAM1 DACT1 DHRS2 DIXDC1 DLC1 DOCK4 DSE DUSP10 ELK3 EML1 EPHB2 ETS2 FAM114A1 FBN1 FERMT2 FHOD3 FN1 FOXD1 FSTL3 GADD45B GAL GALNT10 GASK1B GFPT2 GLIPR1 GNG11 GRB10 GREM1 HMGA2 HMOX1 HRH1 HS3ST3A1 HS3ST3B1 HSF2BP HTRA1 IGFBP5 IGFBP7 IL11 INHBA INPP4B ITGA5 ITGB3 JAG1 JARID2 JUN JUNB KCNJ15 KCNMA1 KDELR3 KLF7 LAMC2 LARP6 LBH LMCD1 LOX LUM MAF MAGED2 MAP1LC3B MATN3 MBOAT2 MFAP2 MICAL2 MMP1 MMP10 MMP2 MMP9 MN1 MRC2 MYL9 MYO10 NCF2 NEDD9 NKX3-1 NREP NRIP3 NT5E NUAK1 PALLD PDGFA PDGFC PDLIM7 PEA15 PID1 PIK3CD PLAUR PLEK2 PMEPA1 PODXL POSTN PRR5L PSMD2 PTHLH PTPN21 PTPRK PXDC1 RALA RFTN1 RGS4 RUNX2 SACS SCG2 SCG5 SEMA3C SERPINE1 SERPINE2 SIK1 SKIL SLC22A4 SLC26A2 SLCO2A1 SLN SMAD7 SMURF2 SNAI2 SPARC SPDL1 SPHK1 SPOCK1 SRPX SRRD STC1 TAGLN TAGLN2 TBX3 TCF4 TFPI2 TGFB1 TGFB1I1 TGFBI TGM2 THBS1 TIMP2 TMCC1 TNFAIP6 TNS1 TP53I3 TPM1 TPM4 TPST1 TPST2 TUBA1A TUBA4A TUFT1 VCAN VEGFC VGLL3 VIM WNT5A WNT5B XYLT1 ZNF365 FORTSCHEGGER_PHF8_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FORTSCHEGGER_PHF8_TARGETS_DN AASDHPPT ABCB10 ABCG2 ABI2 ABL2 ACAT2 ACSS2 ACTR1A ADCY9 ADGRA2 ADRA1B AFF4 AGPAT1 AGPAT3 AGPAT4 AHNAK AHNAK2 AIDAP2 AKAP12 ALDH16A1 ALPP AMMECR1 ANAPC13 ANKFY1 ANKRD13A ANKRD2 ANXA8L1 AOX1 AP1S2 AP3S2 AP4E1 APEH APH1A AQP1 ARB2A ARF4 ARHGAP1 ARHGDIB ARHGEF28 ARID3B ARL1 ARNT2 ARPC1A ARPP19 ASL ASRGL1 ATG16L2 ATP11A ATP6V0A4 AXL B3GNT3 B4GALT5 BAD BAIAP2 BAIAP2L2 BAK1 BCAR1 BCAT1 BCL2L1 BICC1 BIRC3 BLCAP BMAL2 BPNT2 BRD3OS BTBD1 BTBD10 BTRC C12orf4 C14orf119 C20orf141 C2CD2 C3orf18 C3orf52 C9orf40 CALHM3 CALM1 CAMK2N1 CANX CAPG CARD19 CASK CAST CATSPER1 CAV1 CCDC6 CCDC85C CCDC9B CCL5 CCND3 CCNDBP1 CCNL2 CCSER2 CD24 CD47 CD59 CD82 CD9 CDCA7L CDH16 CDV3 CDYL2 CEACAM1 CELF1 CELF4 CEMIP2 CFAP251 CGGBP1 CGN CHCHD10 CHCHD7 CHKA CHMP1B CHMP3 CHP1 CHST14 CHSY1 CIAO2B CIB1 CILK1 CLASP2 CLN5 CMTM6 CNOT6 COL16A1 COL4A6 COL5A3 COL6A1 COQ10A CORO2A COX8A CPEB4 CREBL2 CRYBG2 CSTF2T CSTF3 CTNNAL1 CTNND1 CTSS CUL4B CXADR CYB5R2 DARS1 DCAF11 DCAF6 DCAF7 DCP2 DCTD DCTN4 DCTN5 DEF8 DENND1A DENND2A DHRS1 DHRS11 DHRS2 DHX58 DIAPH3 DIMT1 DIO2 DKK1 DKK3 DLG5 DNAAF5 DNAJB6 DNAJC18 DOK7 DPAGT1 DPH3 DPH3P1 DPH5 DPY19L1 DPYSL2 DPYSL5 DUSP18 DYNC2H1 DYSF EBI3 ECT2 EDN1 EFCAB11 EFHC1 EFL1 EFR3B EGLN1 EHD1 EHD2 EID1 EID2 EIF1AX EIF1AY EIF4G3 EIF5A2 ELL2 ELMO2 ELMOD2 ELOA ELOVL7 EML1 EMP1 ENO2 ENTREP1 ENY2 EPB41L1 ERC1 ERCC6L2 ERGIC1 ERLIN1 EXT1 F11R FAHD1 FAM111A FAM168B FAM174A FAM25A FANCD2 FANCL FBLIM1 FBN1 FBXL3 FBXO21 FBXO42 FCHO2 FER FGF13 FGF18 FGFBP1 FIGNL1 FITM2 FKBP11 FLNB FN1 FN3KRP FRMD6 FSD1 FSTL1 FSTL3 FUT8 FZD2 GABARAP GATAD1 GATAD2A GBE1 GBP3 GCA GDE1 GDPD5 GFM2 GFPT1 GGACT GJB3 GJB5 GLRX GMFB GNA12 GNAQ GNB1 GNB4 GNL1 GPAT3 GPR39 GPSM1 GRB2 GSTM4 GTF3C4 GTPBP3 GULP1 H1-0 HACD3 HDAC4 HEG1 HEMK1 HEXIM1 HIPK1 HIVEP2 HK1 HMGCS1 HMGN2 HMGN2P4 HMGN2P46 HMGN4 HNRNPDL HNRNPR HR HRK HS1BP3 HS2ST1 HSPA6 HYAL1 IDH3A IDS IER3IP1 IFFO1 IFI27L1 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IFT25 IGFBP6 IGFBP7 IGFN1 IL11 IL4R IL6 ILK ILRUN IMPA1 INF2 INHBB ISG15 ISG20 ITGA3 ITGB4 ITGB8 ITPK1 ITPRIPL2 JAK3 JUN KAT14 KAT2B KCNN4 KCNQ1 KCTD11 KCTD17 KCTD2 KDSR KIAA2013 KIF1B KIF1C KIF3A KIF3C KIRREL1 KLF6 KLHL9 KRT15 KRT19 KRT34 KRT80 LAMB2 LAMB3 LAMC2 LAT2 LCOR LDAF1 LGALS1 LGALSL LIMK2 LINC00165 LINC00205 LINC00667 LMCD1 LPCAT1 LRP12 LRRC75A LSS LY6K LYPD3 LYPLA2P1 LYSET MAFB MAGEF1 MAN1A2 MAOA MAP3K12 MAP3K2 MAP3K6 MAP7D1 MAPK1IP1L MAPKBP1 MAPRE1 MARVELD1 MATN2 MBNL1 MEGF8 MEOX1 METTL9 MFAP3 MFSD3 MGLL MGRN1 MICAL2 MICALL2 MIR1915HG MMGT1 MMS22L MOB3B MOB3C MOB4 MPLKIP MPP1 MRFAP1 MRFAP1L1 MROH6 MRPS27 MSH3 MST1R MTA3 MTCL1 MTDH MTMR11 MTMR9 MTPN MUC1 MVP MYEOV MYLK MYO18A MYO5B MYO9A MZT1 NAA30 NAP1L1 NAP1L5 NAPG NAV2 NCF2 NDFIP2 NDRG4 NEDD4 NEDD4L NEU1 NF2 NFE2 NFE2L3 NFIA NFIB NFKBIE NME7 NPIPB1P NRBP2 NSF NSMCE4A NT5E NUDT22 NUFIP2 NUP155 NXT2 OASL OAT OAZ2 OBSCN OCEL1 OCRL OLFML2A OPA3 OPHN1 OPTN OSBP2 OSBPL3 OXCT1 P2RY2 PAFAH1B2 PAK6 PAMR1 PAQR6 PBX1 PBX3 PCGF5 PCLAF PCMTD2 PCNX2 PDCL PDPK1 PDZK1 PEA15 PEDS1-UBE2V1 PEX19 PFKFB4 PGM2 PHF8 PHLDA1 PHLDB2 PHLPP2 PHOSPHO2 PHTF1 PI4K2B PIAS3 PIGF PIGK PIP4P2 PKP4 PLA2G3 PLCB4 PLEC PLEK2 PLEKHA3 PLEKHA6 PLEKHA7 PLEKHB2 PLEKHG2 PLEKHG4 PLEKHJ1 PLEKHM1 PLEKHO2 PLS1 PM20D2 PNMA1 PNRC2 POGLUT2 POLDIP2 POLE3 POLR2K POLR3H PPM1N PPOX PPP1CB PPP1R12A PPP1R18 PPP1R3F PPP2R1B PPP2R2B PRKCA PROCR PRRC2B PRRG1 PRRT3 PRSS21 PRSS23 PSCA PSMD10 PTBP3 PTGER4 PTGES PTGR1 PTGS1 PTPN12 PTRH1 PTS PXN RAB1A RAB2A RAB31 RAB42 RAB7B RAB8B RABGAP1 RABGAP1L RAC2 RAE1 RANGRF RAP1B RAP1GDS1 RAP2A RASL10A RASSF7 RBM28 RELB REPS2 RETREG1 RFC1 RFTN1 RGMB RGS3 RIC8A RIGI RILP RIMBP3 RIPK4 RMI2 RNF169 ROM1 ROR1 RP2 RPL22 RPL27A RPRD1A RPS14 RRAD RRAGA RRAGC RTF1 RTL8A RTL8C RWDD4 S100A16 S100A3 S100A4 S100A6 SAMD9 SC5D SCARA3 SCD SCRN1 SDCBP SEH1L SELENOS SEMA3B SENP7 SERTAD4-AS1 SETBP1 SF3B3 SF3B5 SFN SFXN3 SH2D5 SH3TC2 SIN3B SIRT5 SKA2 SKP1 SLC12A4 SLC22A15 SLC22A18 SLC25A29 SLC25A37 SLC27A1 SLC30A1 SLC31A1 SLC35F3 SLC39A13 SLC5A6 SLC6A6 SLC7A6 SLC7A7 SLC9A6 SLX1A SMC1A SMYD3 SNHG12 SNRPA1 SNX12 SNX29 SOAT1 SOWAHC SPANXA1 SPANXB1 SPANXD SPARC SPC24 SPEG SPIN1 SPIN2B SPIN4 SPINT2 SPOCK2 SPON2 SPSB2 SPTSSA SQLE SQOR SRSF1 SSC4D SSH3 SSR1 ST6GAL1 ST6GALNAC2 STAMBP STAMBPL1 STARD7 STING1 STK17A STK39 STRA6 STX16 STXBP6 SUDS3 SUPT4H1 SUSD2 SYNC SYNPO SYT17 TACC1 TACC2 TAF7 TAOK3 TATDN3 TAX1BP3 TBC1D13 TBL1XR1 TCP11L1 TDG TECPR1 TENT2 TENT5B TEX261 TGFBR1 TGFBR3 TGM1 THBS3 THSD4 TIMP3 TINAGL1 TINCR TLR4 TMA16 TMBIM1 TMED8 TMEM139 TMEM158 TMEM164 TMEM177 TMEM183A TMEM184B TMEM190 TMEM191A TMEM248 TMEM25 TMEM263 TMEM40 TMEM50B TMEM60 TMEM64 TMEM92 TMPRSS5 TMT1A TNFRSF21 TNFRSF8 TNFSF13 TNIP1 TNK2 TNNC1 TNNT1 TNS4 TNXB TOGARAM2 TOM1L2 TPD52 TPK1 TRAF1 TRAM2 TRIM29 TRIM4 TRIM63 TRIM8 TRIQK TRMT5 TRNP1 TSPAN14 TSPAN6 TSPYL1 TST TTYH3 TUBB TUFT1 TVP23B TVP23C UBE2D1 UBL3 UBR1 UBTD1 UCA1 UHMK1 ULK2 UNC13D UQCC1 UROD USB1 USF3 USP14 USP22 UTP3 VAMP8 VAPA VASH1 VDR VPS13A VPS35 VPS37A VSIG10 VWF WDR54 WIPI1 WNT6 WTAP XPA XPR1 YIF1B YOD1 YRDC ZBED5 ZBTB4 ZBTB47 ZC2HC1A ZC3HAV1 ZC3HAV1L ZHX3 ZMIZ2 ZMYND11 ZNF318 ZNF655 ZNHIT3 FORTSCHEGGER_PHF8_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FORTSCHEGGER_PHF8_TARGETS_UP A2M ACP3 ACVR2B ADAMTS1 AKR1C1 ALDH1A3 ALDH1L2 ANKRD46 ARHGAP28 ARL6IP1 ASMTL ASNS ATF4 ATF4P3 ATPSCKMT BBOF1 BCL2L11 BET1 BID BMP2 BMP6 BNIP2 C6orf62 CALML4 CALU CBX5 CBX8 CCDC6 CCDC77 CCN2 CCNY CCNYL1 CDC26 CDC37L1 CDH24 CENPV CERK CHAC1 CHML CITED2 CLN3 CMTM7 CNOT6 CRB1 CTAG1A CTSC DCAF17 DCAF4 DCBLD1 DDAH1 DDIT4 DDX3X DHRS3 DNAJB4 DPCD DPY19L4 DUSP16 DUSP2 DYNLT2B E2F5 ECE1 ECM2 EFNA1 EIF2AK4 EIF5 ENAH FAM120C FAM171A1 FAM217B FAM27B FAM86B1 FAM86C1P FAM90A10 FAM90A9 FBXW10 FBXW10B FBXW7 FKBP1A FNBP1L FOXN3-AS1 FUBP1 FZD10 FZD5 FZD7 GABPB1 GABPB2 GCLC GID8 GKAP1 GLP2R GPR180 GPT2 GRAMD1B GRB10 GSK3B HBP1 HERPUD1 HEY1 HINT3 HLX HMGB2 HMGB3P1 HMOX1 HOXA5 HTRA3 ID1 IGF1R IL20RB INHBE INSL4 INSR IQCG IQCK ITPR1 IVNS1ABP JADE1 JAG2 JMY JPT1 KCNK3 KDM7A KLF9 KLHL15 KLHL7 KLRG1 KPNB1 KRCC1 KRTDAP LCOR LIN9 LINC00467 LINC00689 LMO4 LRP8 LYG1 LYRM7 LZTFL1 MAN1A1 MAP2 MAP7 MAT2B MBTD1 MCF2L MCM3AP-AS1 MESD MGAT5 MIR17HG MIR99AHG MLXIPL MND1 MOCS2 MOK MRPL42 MRRF MTHFD2 MTLN NCOA7 NDC1 NEK10 NEK4 NFYB NKAIN1 NKAPD1 NLN NMNAT1 NPTX1 NQO1 NQO2 NR0B1 NR2F1 NR4A1 NSRP1 NUPR1 OSCP1 OTULINL PABPC4 PABPN1 PCK2 PCSK1 PDE1A PDE4D PDGFC PDHX PDK4 PHGDH PIAS2 PIERCE1 PPDPFL PRG4 PTGES2 PTP4A1 PTPN2 PTPRJ PUDP PYCR1 RAB10 RAB8A RASA4 RASD1 RASSF9 RBKS RBM33 RCOR3 RELL1 RERG RIDA RIMKLB RIMS4 RNF141 RNLS RPIA SCD SEC62 SERF1A SERF1B SERP1 SESN2 SET SETD4 SGPL1 SINHCAF SLC16A1 SLC16A6 SLC19A2 SLC2A3 SLC7A11 SLF1 SMC5 SORBS2 SPA17 SPACA9 SSU72 STC2 STEAP3 STOX2 STX6 SUZ12 SYNCRIP SYT15 TBC1D31 TBC1D4 TCP10L TFPI TFPI2 TGFBR2 TIPIN TMEM116 TMEM79 TMTC4 TNFRSF11B TNPO1 TOP2B TPCN1 TRAPPC3L TRMT10A TSPAN13 TSPAN3 TUSC2 TXNIP UCP3 UGT2B10 URI1 VAMP1 VAV3 VEGFA VLDLR VTI1B WWP1 XIAP XYLT2 YES1 YKT6 ZG16B ZNF267 ZNF280C ZNF721 ZNF76 ZP3 FOSTER_KDM1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOSTER_KDM1A_TARGETS_DN ABCB6 ACAD10 ACOT8 ADAP1 AGFG1 AKAP9 AMPD3 ANKMY2 ANKRA2 ANKRD13A ANKZF1 AP1B1 AP2M1 APLP1 ARG2 ARPP19 ATP11B ATP2A3 B4GAT1 BAIAP2 BCAM BCKDHA BDH2 BLCAP BTBD1 BUB1B C1orf198 CC2D2A CCDC28B CDC20 CELF4 CELSR3 CEP15 CHKB CIART CIZ1 CORO1A COTL1 COX6A2 CPB2 CPE CPLX1 CRIP2 CTBP2 CUL7 CWC22 DCXR DDIT3 DDX25 DDX27 DGKQ DHODH DIRAS1 DIS3L DLGAP5 DNAJC7 DND1 DRG2 DUSP11 ECHS1 EIF3C ELAC1 ELMO3 ENO3 ETFBKMT EVC F2R FAM110A FASTK FHIP1B FKBP6 FOXN4 FUOM GCAT GFM2 GFPT2 GLI2 GNA11 GNG13 GNPTG GRK6 GTPBP2 H3-3A HAGHL IDH3A IFT172 IL11RA INTS11 IRF2BP1 ITGA3 ITGB4 KATNIP KDM1A KDM4B KRBA1 KRT7 LRCH4 LRFN3 LRRC40 LTBP3 LZTR1 METRN MRPL10 MRPL35 MSLNL MTHFD2 MYD88 MZT2A NAA80 NADK NAPRT NAT8B NDST2 NDUFB11 NISCH NME3 NOS3 NPEPL1 NT5C3B NT5E OTUB2 PARD6A PBX2 PEX11A PGLS PHYKPL PIAS3 PIK3R2 PLCD1 PLOD1 POLA2 POLDIP2 POU2F1 PPP1R14D PTPA QARS1 R3HDM4 RAC3 RAPGEF3 RARG RARRES2 RARS2 RASSF1 RBKS RCCD1 RDM1 RIOK3 RNF225 RNMT RPP25L RPS6KA4 RTL6 RUVBL2 SAP30 SCLY SCYL1 SDHAF1 SEC14L1 SFSWAP SGCB SHC1 SLC25A44 SLC28A1 SLC6A9 SNAI3 SNN SNX17 SOX15 SPATA24 SPRYD4 STRIP1 SUB1 TAF5 TBC1D2 TCEA3 TET2 TFDP1 TGM1 TGM2 TIA1 TK1 TMEM131 TMEM141 TMEM186 TNRC6C TRABD TRIOBP TRMT1L TUBGCP2 UBE2D3 UBE2E1 UBE3B UBR7 URAHP VPS45 VRK1 WARS1 WDR90 WIPI2 YKT6 ZCWPW1 ZNF579 FOSTER_KDM1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOSTER_KDM1A_TARGETS_UP AASS ABCC5 ACOT1 ACP3 ACSS1 ACTN2 ADGRF3 ADH4 AGMAT AGRP AIM2 AKR1C3 ALG14 ALOX5AP ANK2 AOX3P APP AQP9 ATG10 BAHD1 BARX2 BBS7 BCAS1 BEST1 BFSP2 BOLL BPIFB5P BRCC3 BRDT C5orf47 C8B CABS1 CALCOCO2 CCDC169 CCDC172 CCL25 CCT6B CD200 CD3D CD74 CDA CDC42EP5 CDH3 CDKN1A CELA1 CELA2A CFAP206 CHI3L1 CLCA1 CLCNKB CLIC6 CLPS CNTNAP2 COL2A1 COPZ2 COX7A1 CPN1 CPNE2 CPNE9 CRABP1 CRYBG1 CRYGD CRYGS CTSA CXCL14 CYP2C18 CYP2C23P CYP2J2 DCSTAMP DDR2 DEFA5 DEFB135 DEFB136 DIRAS2 DNAJC5G DPYSL3 DUSP26 DYNC1I1 EBI3 ECHDC2 ELOVL4 ERICH6 EZHIP FAM25A FAM3B FETUB FGL1 FHL1 FMR1NB FXYD5 FZD10-AS1 GCA GJB4 GMPR GOLT1A GPHA2 GPR137B GPR143 GREP1 GSTM1 GSTM3 GTSF1 GTSF1L H6PD HEBP2 HECW2 HLA-DQB1 HLA-DRB5 HOXB7 HOXD8 HSH2D HSPB8 HTATIP2 IDH1 IFI27 IFITM1 IMPDH1 ITGAE ITSN1 KCNU1 KLF17 KLK1 KLK10 KLK13 KRT23 KYAT1 L3MBTL3 LDAF1 LGALS3BP LIPH LPAR1 LPL LRCOL1 LY6E LY6G6E LYZL4 MAGEA10 MAGEA13P MANSC1 MAP1LC3A MAP2 MATCAP2 MBL2 MBOAT1 MDFIC MFSD4B MGARP MGST2 MINAR2 MLLT3 MMP2 MOGAT2 MSANTD5 MT1A MT3 MX1 MYCL MYL2 MYL4 MYOM2 MYOM3 NAT1 NCKAP1L NCMAP NIN NLRP4 NPW NRG4 NTRK2 OAS1 OC90 OTOG OVOL2 PADI6 PBLD PCOLCE2 PDE6A PDLIM4 PGA5 PKD2L1 PLA1A PLAC8 PLXDC1 PMEL PNLIP POF1B POPDC3 PPP2R2C PRAMEF13 PRICKLE1 PRX PTPN22 PWWP4 QPCT RASGRP3 RBM47 RBMS2 RCSD1 REG1A RELN RIMS1 RNF170 RNF182 RRAGD SAPCD1 SASH1 SAXO1 SCML2 SELENOP SELPLG SFTPD SH3RF2 SLAMF9 SLC15A2 SLC16A9 SLC26A4 SLC30A3 SLC36A3 SLC4A5 SLC5A4 SLC6A13 SMTNL1 SNCA SPIC SPINK2 SPTBN2 SRD5A2 STK32A SULT2B1 SULT6B2P SYCP3 SYT5 SYTL3 TAF1D TAF9B TBXT TEKT1 TEX13B TEX19 THEM5 THY1 TMEM40 TMEM62 TNFRSF17 TNNI2 TNNT1 TPBG TPH2 TRPV2 TSPAN2 TSPAN8 TST TTC39C TUBA3C TULP4 UBE2L6 UROC1 USP29 VWA5A XK XPNPEP2 ZC4H2 ZSCAN5B FOSTER_TOLERANT_MACROPHAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOSTER_TOLERANT_MACROPHAGE_DN ABTB2 ADAMTS4 ADAP2 ADGRG6 ADGRL2 AEBP2 AFF1 AGRN AIDA AIM2 AKT3 ALCAM ANGPT1 APAF1 AREL1 ARF4 ARHGAP26 ARHGEF3 ARID5A ARL4A ARMC8 ASB13 ATP10A ATP11B ATP9B B4GALT5 BATF2 BCL3 BCL9 BFAR BLTP1 CA2 CACNB3 CAMK2D CASP12 CASP7 CAV1 CCL22 CCND2 CD40 CD69 CD83 CD86 CDKN1A CDS1 CEBPD CEMIP2 CENPJ CGAS CH25H CHD1 CHD7 CHST11 CITED2 CMTM6 CNN3 COL18A1 COL27A1 CP CREB5 CSF1 CSRNP1 CTNNAL1 CTSC CXCL11 CXCL3 DAAM1 DAXX DCP1A DCP2 DENND1B DENND6B DGKA DGKH DLL1 DNAJA2 DRAM1 DUSP14 DUSP16 DUSP2 DUSP5 EDN1 ENDOD1 ENG ENTR1 ERRFI1 ETNK1 ETV3 ETV6 EXOC3L4 EXT1 EZR F11R F2R FAM241A FAM32A FANCC FAS FEZ2 FILIP1L FKBP5 FLNB FMNL2 FMR1 FNBP4 FOS FOXP1 FOXP4 FRMD4A FSCN1 FZD1 FZD5 GADD45G GBP4 GBP6 GBP7 GCA GCNT2 GDA GJA1 GK GLIPR2 GNA15 GNB4 GNG4 GOLGA3 GPR84 GPSM2 GRAMD1A GRK3 GSPT1 GYPC HBEGF HDC HHEX HIVEP2 HMGN3 HOMER1 HOPX HSPA1B ICOSLG IFI16 IFIH1 IGSF9 IKZF1 IL10 IL12B IL13RA1 IL15 IL15RA IL18 IL1B IL33 IL4I1 IL4R IL6 ILRUN INPP1 IQSEC2 IRF2 IRGM ITGAV ITGB8 ITPKB JAK2 JARID2 JDP2 JUNB KAT6A KATNA1 KHDRBS1 KLF7 KPNA3 KREMEN1 KTN1 LANCL2 LCK LCP2 LHX2 LIPG LMNA LNPK LPAR1 LRCH1 LRRFIP1 LUZP1 MACIR MAFK MALT1 MAP2K4 MAP3K8 MAPKBP1 MARCHF5 MCF2L MED13L MFSD6L MGAT4A MIER3 MINPP1 MIR155HG MITD1 MMP13 MOB3B MPP7 MT1A MT2A MTFR2 MTMR14 MTMR7 MTUS1 MX1 MXD1 MYADM MYO10 N4BP1 NAMPT NCOA7 NECTIN2 NECTIN4 NEK6 NFIL3 NFIX NFKB1 NFKBID NFKBIZ NFXL1 NIBAN1 NLRC5 NOC4L NOCT NOD1 NOS2 NOTCH1 NR3C1 NSD3 NUP58 ODC1 OGFRL1 OLR1 OTUD1 PARP14 PARP8 PCGF5 PDE4B PDLIM5 PDSS1 PDZK1IP1 PFKFB3 PHC2 PHIP PHLDB1 PIK3R6 PIM1 PLA2G4A PLAGL1 PLAUR PLEKHA2 PLEKHA4 PLEKHF2 PLOD2 PMEPA1 PML PNPT1 POU3F1 PPA1 PPFIBP1 PPM1K PPP1R15B PRKX PRPF38A PRPF4 PRR5L PTGS2 PTPRD PTPRJ PTX3 RAC3 RAI14 RANBP2 RAP2C RBL1 RCAN1 RCN1 REL RFFL RGS16 RHBDF2 RHOH RIGI RILPL1 RIN2 RIPK2 RMDN3 RND1 RND3 RNF125 S100A10 SAMHD1 SCHIP1 SDC4 SEC24B SECTM1 SELP SEMA4C SEPTIN11 SERPINA3 SERPINE1 SERTAD1 SERTAD3 SETDB2 SFPQ SGK3 SHFL SHISA3 SLC12A4 SLC16A1 SLC25A22 SLC2A6 SLC30A1 SLC30A4 SLC39A14 SLC44A1 SLC45A3 SLC4A7 SLCO3A1 SLFN12L SLFN13 SLFN5 SMIM36 SNN SNX10 SOCS1 SOCS2 SOCS3 SOCS7 SP110 SPATA13 SPHK1 SPRED1 SPSB1 SRC SRSF3 ST6GALNAC4 STAT3 STAT5A STX6 SYNE3 TAB2 TAGAP TAL1 TANC1 TASOR2 TBC1D1 TBC1D13 TCF4 TENT4A TET2 TIAM1 TIPARP TJP2 TLE3 TLK2 TLR3 TMA16 TMCO3 TMEM171 TMEM219 TMEM229B TMEM243 TMEM30A TMEM50B TMTC2 TNC TNFAIP3 TNFRSF12A TNFSF10 TNFSF4 TNFSF8 TNFSF9 TOR1AIP1 TOR1AIP2 TPBG TPM4 TPST1 TRA2A TRAF1 TRAF3IP2 TRIM21 TRIM26 TRIP10 TUBB6 TUT7 UACA UBASH3B UPP1 USP12 USP25 USP42 VCAM1 VCAN VCPIP1 VEZT WDR43 WDR59 WHAMM XKR8 XRN1 ZBTB32 ZBTB8A ZC3H7A ZDHHC21 ZEB1 ZFP36 ZNF281 ZNF800 ZNRF3 ZUP1 ZYX FOSTER_TOLERANT_MACROPHAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOSTER_TOLERANT_MACROPHAGE_UP ACSL1 ADHFE1 ADORA2A AGTRAP ANKRD66 AOAH ARHGAP8 ASS1 ATXN7L1 BAK1 BRDT BST1 BST2 BTG3 C3orf70 C9orf43 CCDC68 CCDC71L CCL8 CD200 CD38 CDC42EP2 CEP85L CFAP210 CFB CLEC4E CLMP CLN5 CP CST7 CTTN CXADR CXCL9 CYCS DCBLD2 DNAJC1 ELK3 ELL2 ETF1 F10 FABP3 FABP7 FBRSL1 FGL2 FPR1 FPR2 GALNT15 GEM GLRX GOSR1 GPR18 GPR33 GPR61 HILPDA HLA-A HLA-E HP ID2 ID3 IFI44 IFRD1 IFT57 IGHG1 IGSF6 IL18BP IL1RN IQSEC2 IRAK3 IRF7 ISG20 ITGAL JAG1 KPNA4 LCN2 LMO4 LOX LRRC4 LRRC8C MARCHF5 MARCO MCHR1 MCOLN2 MET MIR4435-2HG MREG MS4A6A MSR1 MTDH MTHFD2 NAIP NAV2 NRIP2 NUPR1 OAS3 ORAI2 ORM2 PEDS1 PGAP2 PHLPP1 PIK3AP1 PITX1 PLPP1 PLPP3 PPFIA3 PPM1H PPP3CC PRDX5 PRKRIP1 PSMD10 PTGES PVR RAB10 RAB20 RAB32 RASGRP1 RBPMS RGL1 RGS1 RHO RIOK3 RNASET2 RNF149 RTN4R SAA3P SELENOW SELL SERPINB9 SGK1 SLAMF9 SLC13A3 SLC16A3 SLC25A37 SLC31A1 SLC31A2 SLC7A11 SLC7A2 SLC7A8 SLFN12L SLX4IP SMAD6 SMAD7 SMG1 SMURF1 SPATA31F1 SPIC STAT1 SYK TANK TENT5C TGFBI THBS1 TMCC3 TMEM178A TNFRSF1B TRAF3 TREML2 TRIM23 TSPO TXNRD1 VN1R17P WNK2 XAF1 ZC3H12C ZDHHC18 ZDHHC2 ZFAND3 FOURNIER_ACINAR_DEVELOPMENT_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_EARLY_DN AMIGO2 LRP8 MPRIP NAP1L1 SLC20A1 THBS1 FOURNIER_ACINAR_DEVELOPMENT_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_EARLY_UP BNIP3L CEP57 DCAF10 EFEMP1 EGR1 FKBP1B FOSL2 GOLPH3L GSN IGFBP2 LEPR MACROD1 PID1 PPL RAB40B SEPTIN10 SRD5A1 SUCLG2 TMEM265 ZNF277 FOURNIER_ACINAR_DEVELOPMENT_LATE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_LATE_2 ACACA ACOT9 ACTB ACTG1 ACTN1 AGFG1 AKT1 ALG8 ANAPC5 ANP32E ANXA5 AQR ARF4 ARHGDIA ARL4C ASPM AURKA BARD1 BCAR3 BCS1L BIRC5 BLM C11orf24 CAD CALM1 CALM2 CAMSAP2 CAP1 CCNF CCT2 CDC25A CDC45 CDC6 CDC7 CDCA3 CDCP1 CDK1 CDK2 CDKN3 CENPA CENPN CENPX CHAF1A CKAP5 CKS1B CKS2 CLPB CMC2 CNOT7 COL4A2 COLGALT1 CSE1L CSNK2A1 CUTC CYP51A1 DBF4 DCAF15 DDX11 DDX39B DEPDC1 DHFR DHX15 DNAJC10 DNAJC9 DNM1L DROSHA DTL DUSP4 DUSP6 DUT DVL1 EEF1E1 EHD1 EIF5B ELK3 ELOVL6 EMC1 EPHA2 ETV4 EXOSC8 EXPH5 FAM3C FANCI FASTKD1 FEN1 FERMT1 FGFBP1 FKBP4 FLNA FLNB FN1 FOSL1 FOXM1 GALE GCN1 GCSH GEMIN6 GFPT1 GINS1 GINS2 GNB1 GTF2H2 H2AZ1 H2AZ2 HACD3 HAT1 HJURP HMBS HPCAL1 HPS1 HSP90B1 IDI1 IGF2BP2 ILF3 IMPA1 IMPDH1 IRAK1 ITGB5 KDELR2 KIF2C KIF4A LAMC2 LARP4 LDHA LDLR LYPLA1 MAK16 MANF MAP4K4 MBNL1 MCM2 MCM3 MCM4 MCM6 MCM7 MCUR1 ME2 MELK METTL3 MRPL17 MRPL3 MRPL35 MSH6 MT1F MT1H MT1X MT2A MTHFD1 MUS81 MYH9 NAP1L1 NASP NCAPG2 NDC1 NDC80 NIF3L1 NOC2L NOLC1 NOP10 NSD2 NT5DC2 NT5E NUDT15 NUP107 NUP153 NUP188 NUP205 NUP37 NUP85 NUSAP1 ODC1 P3H4 PAGR1 PAICS PALLD PARP2 PDIA6 PDLIM7 PFN1 PGK1 PHC2 PHTF2 PITRM1 PLAUR PLEK2 PLK1 PLOD3 PMS1 POLA1 POLE3 POLQ POLRMT POP7 PPP2R2A PRC1 PRDX1 PRDX3 PREB PRKDC PRMT5 PRPF4 PRPF40A PRPS1 PSMB2 PTGES3 PTTG1 RACGAP1 RAI14 RANBP1 RANGRF RAP1GDS1 RBM25 RCC1 RFC3 RFWD3 RNASEH2A RND3 RNF138 RPA3 RRM2 SAE1 SAMD4A SCD SEC23B SERPINE2 SF3B3 SH3TC1 SHISAL1 SKP2 SMARCA4 SMC4 SMPD4 SMS SMTN SNRPA1 SNRPB SNRPF SPRY2 SQLE SRPK1 SRRM1 SRSF10 SRSF11 SRSF4 SSB STK17A STK39 SUPT16H TEAD4 TFB1M TIMELESS TIPIN TMPO TNFRSF12A TNFRSF6B TPRKB TREX2 TRIP13 TTC4 TTI1 TTK TTLL12 TUBG1 TXN TXNDC5 UAP1 UBA1 UBE2K UBE2N UCHL5 UCK2 UPP1 USP1 VCL VRK1 WBP11 WSB1 XPO6 XRCC3 YWHAH ZWINT FOURNIER_ACINAR_DEVELOPMENT_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_LATE_DN ACTB ACTN1 ASPM AURKA CAPRIN2 CDKN3 CEP55 CKS2 DUSP4 EIF4A1 EPHA2 FGFBP1 FOXM1 NCAPG ODC1 RRM2 SERPINE2 TNFRSF6B TRIP13 TUBG1 VRK1 ZWILCH FOURNIER_ACINAR_DEVELOPMENT_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FOURNIER_ACINAR_DEVELOPMENT_LATE_UP APOE BBOX1 CRYAB DSG3 GPNMB KRT10 MAFB SERPINA3 SOX4 SPTSSA TCF4 FRASOR_RESPONSE_TO_ESTRADIOL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_RESPONSE_TO_ESTRADIOL_DN ABCC5 ABCG1 ADIRF ADORA2BP1 ALDH4A1 ANXA3 ARHGAP4 ARNT2 ASB9 BAK1 BCAS1 BIK BLNK BMP4 CD24 CLU COL4A5 CTSH CTSL DBN1 DDIT4 DUSP1 DUSP4 EFNA1 ENC1 EPOR ERBB2 ERBB3 FMO5 FOLH1 GNE GNS GPRC5A H2AC18 H2AC20 IER3 IL1R1 INHBB INPP5J INSIG2 KLF6 KRT7 KRT81 KYNU LAMB1 LAMB2 LHFPL2 LITAF MATN2 MB MMD MUC1 MXD4 MYO1B NDRG1 NELL2 PLK2 PPP1R3C PRPS1 PVALB PXDN RAP1GAP RBL2 RND3 SELENBP1 SLC16A5 SLIT2 SMAD3 SMPD1 SNCG STC1 STXBP1 TARP TGFB2 TGFB3 TM4SF1 TMEM131L TTC9 FRASOR_RESPONSE_TO_ESTRADIOL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_RESPONSE_TO_ESTRADIOL_UP ADCY9 AREG CA12 CALCR CCN5 CDC6 CXCL12 CYP1A1 CYP1B1 EGR3 EPB41L3 FOS GLRB GREB1 HOXC4 IGFBP4 MAPT MPPED2 MYBL1 NRIP1 OLFML2A PDZK1 PEG10 PRSS23 PTGER3 RAB31 RASGRP1 RET SDC2 SIAH2 SLC22A5 SLC39A6 TFF1 TOP2A WWC1 FRASOR_RESPONSE_TO_SERM_OR_FULVESTRANT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_RESPONSE_TO_SERM_OR_FULVESTRANT_DN AURKA BARD1 BLM BRPF1 CAP2 CCNA2 CDC20 CDC25B CDK1 CDK8 CDKN2C CENPF CHAF1A CKS1B E2F1 FKBP1A FOXM1 GAL H2AX HOXA11 KIF11 KIF2C MAZ MCM2 MCM3 MCM5 MCM6 MCM7 MTHFD1 MYB MYC MYRF NFRKB NUDT1 POLA2 POLE POLRMT PRIM1 RFC2 RFC5 RNASEH2A RNF126 RRM1 STMN1 TIMELESS TK1 TTLL4 UBE2C WEE1 FRASOR_RESPONSE_TO_SERM_OR_FULVESTRANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_RESPONSE_TO_SERM_OR_FULVESTRANT_UP AHCYL2 AKAP3 ASCC3 ATP6V1A CD302 DGCR5 DLX2 DMXL1 DUSP10 LDLRAD4 MARCHF6 NCAM2 NR2C1 PLXNC1 RAB30 RALGAPB RB1CC1 RCN2 SCHIP1 SRD5A1 STRN STXBP3 UFL1 FRASOR_TAMOXIFEN_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_TAMOXIFEN_RESPONSE_DN ABAT DNAJC12 EHD4 GALNT6 GCSH MEGF9 MYLIP NAT9 PDCD4 SOX9 STS TMSB4X FRASOR_TAMOXIFEN_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRASOR_TAMOXIFEN_RESPONSE_UP ADGRG1 ASCL1 B3GNT2 BHLHE40 CD44 CDK18 CDK19 CLIC3 CPM DAB2 EFNB2 ELF3 ETNK1 FARP1 GBE1 GGA2 IER3 IL13RA1 KBTBD2 KLC1 KRT13 LASP1 LSS LTBP1 MECOM MSH2 NIBAN1 OAZ3 OR7E14P PCYOX1 PGRMC1 PKIA PRPS1 PTPRG RAB30 RDX RGS3 SDC1 SERPINA1 SHANK2 SLC25A1 SOCS1 SRD5A1 STAG1 SUN2 TASOR TM7SF2 UPF1 WNT4 YWHAZ ZNF185 FREDERICK_PRKCI_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FREDERICK_PRKCI_TARGETS ALDH1A1 KRTAP26-1 KYNU MMP10 OR2H1 PHLDB2 POGLUT3 PRKCI SMC1B STC1 FRIDMAN_IMMORTALIZATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRIDMAN_IMMORTALIZATION_DN AHR ALDH1A3 AOPEP CCN2 CDKN1A CDKN2A CLTB CREG1 CXCL14 CYP1B1 FILIP1L HPS5 HSPA2 HTATIP2 HTRA1 IFI16 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IRF5 IRF7 MAP1LC3B MAP2K3 NDN OPTN RB1 SERPINE1 SPARC TGFB1I1 TP53 TSPYL5 FRIDMAN_SENESCENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRIDMAN_SENESCENCE_DN ALDH1A1 BMI1 CCN4 CCNB1 CDC25B CKS1BP7 COL3A1 E2F4 EGR1 ID1 LAMA1 LDB2 MARCKS FRIDMAN_SENESCENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FRIDMAN_SENESCENCE_UP ALDH1A3 AOPEP CCN2 CCND1 CD44 CDKN1A CDKN1C CDKN2A CDKN2B CDKN2D CITED2 CLTB COL1A2 CREG1 CRYAB CXCL14 CYP1B1 EIF2S2 ESM1 F3 FILIP1L FN1 GSN GUK1 HBS1L HPS5 HSPA2 HTATIP2 IFI16 IFNG IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGSF3 ING1 IRF5 IRF7 ISG15 MAP1LC3B MAP2K3 MDM2 MMP1 NDN NME2 NRG1 OPTN PEA15 RAB13 RAB31 RAB5B RABGGTA RAC1 RBL2 RGL2 RHOB RRAS S100A11 SERPINB2 SERPINE1 SMPD1 SMURF2 SOD1 SPARC STAT1 TES TFAP2A TGFB1I1 THBS1 TNFAIP2 TNFAIP3 TP53 TSPYL5 VIM FUJII_YBX1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJII_YBX1_TARGETS_DN ANKRD36 ASF1B ASPM ATAD2 BAG2 BMP7 BPGM BRCA1 BRIP1 BUB1B CALU CASP2 CBX1 CCNF CCT5 CDC23 CDC25A CDC25C CDC6 CDCA7 CDK2 CDK8 CDKN3 CDT1 CENPK CENPN CENPU CHAF1A CHEK1 CKS1B CLCN3 COL2A1 COTL1 CRIPT CRISPLD1 CXCL16 CXCR4 DBN1 DEPDC1 DEPDC1B DFFA DHFR DKK1 DMKN DNAJC3 DTL DTNA DTYMK DUT E2F7 EI24 EIF4EBP2 ENAH ERCC8 EXO1 FABP5 FANCD2 FANCI FBXO5 FEN1 FIGNL1 FLNA FOXM1 FUT8 GINS2 GPX3 H2AX H2AZ2 HADH HDLBP HELLS HIPK1 HMGB3 HNRNPL IL1RAP IPO5 IREB2 ITGAE ITPR1 JPH1 KBTBD6 KIF11 KIF23 KIF4A LIG1 LMNB1 MAD2L1 MAD2L2 MASTL MBNL1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM1 MELK METTL3 MGAT4A MICB MLLT11 MSI2 MYBL1 MYBL2 NCAPG2 NCAPH NCBP2 NEIL3 NEK8 NOP56 NRM NSD2 NUDT15 NUP62 NUSAP1 ODC1 ODF2 OIP5 OXCT1 PARPBP PDE3B PHF19 PHKB PLK4 PLPBP POLA2 POLE2 POLR1G POLR3F PPP1R10 PPP2R2C PRIM1 PRKAR2B PRKDC PRPF40A PRR3 PTGES PTK2 RAD23B RAD51 RAD54B RAP2A RDH10 RECK RFC3 RFC4 RFC5 RNASEH2A RRM1 RRM2 SH3RF1 SHCBP1 SKP2 SLC16A7 SLC25A19 SLC25A32 SLC26A2 SPA17 SPC25 SSR1 SSRP1 SSU72 TAF15 TAF9B TARP TBL1X TCF19 TFPI TIAM1 TIMELESS TIMM8A TIMP3 TIPIN TK1 TOP2A TRIO TRIP13 TTF2 TWSG1 UBAC1 UBE4B UBL3 UHRF1 UNC119B UNG VAPB VRK1 XRCC3 YWHAH ZBTB14 ZNF367 ZWINT FUJII_YBX1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJII_YBX1_TARGETS_UP ACTA2 ASCL1 CAPG CCL5 CDC42SE2 CDKN1A CEACAM1 CFB CLIC3 CPNE4 DIAPH2 EDIL3 FAS GIMAP2 GPER1 GPR87 KLF11 LGALS9 MAOB MBD2 MUC1 MVP MX2 NLRC5 NR5A2 PAM PDK4 PLAAT4 POF1B PRICKLE1 S100A6 SELENOP SEMA6D SERHL2 SLC16A3 SMIM5 SULF1 SYTL1 TINCR TRIB2 TRIM22 ULK1 WARS1 FUJIWARA_PARK2_HEPATOCYTE_PROLIFERATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJIWARA_PARK2_HEPATOCYTE_PROLIFERATION_DN ACOT1 CFD CUX2 FMO3 MFSD2A PTGDS RTN4 XIST FUJIWARA_PARK2_HEPATOCYTE_PROLIFERATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJIWARA_PARK2_HEPATOCYTE_PROLIFERATION_UP ABHD1 APCS APOA4 ASNS CXCL3 CYP4A22 FST HSD3B1 HSPA1A NAT8 SULT1E1 TFB2M FUJIWARA_PARK2_IN_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJIWARA_PARK2_IN_LIVER_CANCER_DN ASNS BCL6 CXCL3 FST NAT8 FUJIWARA_PARK2_IN_LIVER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUJIWARA_PARK2_IN_LIVER_CANCER_UP AFP APOA4 BAX CCNE1 FST GOLGA3 IL1RN TNFRSF12A FUKUSHIMA_TNFSF11_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUKUSHIMA_TNFSF11_TARGETS ACP1 CALCR DLL1 DLL3 DLL4 HES1 HEY1 JAG1 JAG2 NFATC1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ TNFSF11 FULCHER_INFLAMMATORY_RESPONSE_LECTIN_VS_LPS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULCHER_INFLAMMATORY_RESPONSE_LECTIN_VS_LPS_DN ABCC5 ACAP2 ACBD5 ACOD1 ADA ADD3 ADGRE1 ADGRE2 ADGRE5 AFF1 AGPS AIF1 AIM2 AK2 ALDH1A1 ALMS1 AP1B1 AP2A2 APIP APOBEC3A APOBEC3B APOBEC3C APOBEC3G APOC1 APOL3 ARAP2 ARHGAP12 ARHGAP45 ARID5B ARL4C ARMCX1 ARRDC3 ATP2B1 ATP2B1-AS1 ATXN2 B3GNT2 B4GALT5 BACH1 BCL6 BLVRA BLVRB BNIP3 C1S C1orf162 C1orf21 C2 C3AR1 CALCOCO2 CALHM6 CALHM6-AS1 CASP6 CAST CCDC152 CCDC82 CCL19 CCNL1 CCR5 CD14 CD163 CD2AP CD300A CD302 CD36 CD37 CD38 CD4 CD84 CDK13 CEBPD CELF1 CEMIP CENPL CERT1 CES1 CFB CHFR CHI3L2 CHN2 CHPT1 CHST13 CHST5 CITED2 CKMT1B CLIP4 CMKLR1 CMKLR2 CMPK2 COMT CPM CPNE8 CREBRF CSF3R CSGALNACT2 CTSC CTSD CTSK CTSLP8 CTSV CXCL10 CXCL11 CXCL9 CYP3A4 CYP51A1 DAPP1 DBT DCLRE1C DDAH2 DDX59 DHX58 DHX9-AS1 DIP2A DMXL2 DNAAF1 DNASE2 DOCK11 DPEP2 DSC2 DUSP1 DYSF ECHDC1 ELMO2 ENOSF1 ENPP2 ENSG00000288658 EPSTI1 ERI1 F13A1 FAM20A FAS FCGR1A FCGR3A FCGR3B FCHO2 FCN1 FGL2 FMR1 FNIP2 FPR1 FPR2 FRMD4A FUCA1 FUS FYB1 GAB2 GADD45B GAS6 GAS7 GATM GBP1 GBP2 GCH1 GGA2 GIMAP5 GNB4 GNS GPNMB GPX3 GRAMD4 H2AC18 H2BC10 H2BC12L H2BC5 HAMP HAUS2 HEG1 HERC5 HERC6 HESX1 HIPK1 HIRA HLA-DMB HMOX1 HNMT HNRNPA2B1 HRH1 HS3ST2 HSCB HSPA1B HSPA5 IDO1 IFI16 IFI27 IFI27L2 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFITM3P7 IL10 IL15RA IL18 IRF2BPL ISG20 ITPKB JAML KANK1 KAT6B KCNJ5 KCNQ1 KCTD12 KLF10 KLF2 KLF3 KLF4 KLF5 KLF6 KLHDC8B LACC1 LAIR1 LCP2 LDLRAD3 LGALS3BP LGALS8 LGMN LILRA2 LILRB2 LILRB3 LIMD1 LIMK2 LINC02345 LPAR6 LPCAT1 LPCAT3 LRP12 LST1 LTA4H LXN LY6E LY86 LY9 LYN LYSMD2 LYSMD3 LZTS2 MACROH2A1 MADD MAF MAFB MALAT1 MAML2 MAP3K8 MARCHF1 MARCKS MARCO MAX MBP ME1 METTL16 MNDA MPP1 MRPL30 MS4A4A MS4A6A MS4A7 MTIF3 MTPAP MUCL1 MX1 MX2 MXD1 MYD88 MYO1G NAMPT NBN NBPF1 NBPF14 NCF1 NCOA7 NEAT1 NFAM1 NMI NOTCH2 NOTCH2NLA NPIPA1 NPIPB3 NPL NR3C1 NREP NRIP1 NT5C3A NTAN1 NUP62 NUPR1 OAS1 OAS2 OAS3 OASL OCIAD1 OLFML2B OTOA P2RY11 PARP10 PARVG PATL1 PCM1 PDE4C PDE8A PDGFRL PDIA4 PDIA6 PDXDC1 PECAM1 PFKFB3 PIK3AP1 PINK1 PITHD1 PLA2G15 PLCL2 PLEKHA2 PLEKHF2 PLIN2 POLR2A POTEKP PPA1 PRCP PRICKLE1 PRKACB PRKAR2A PRKD2 PRPF4B PRR11 PTGER2 PTGER4 QKI QNG1 RAB42 RAD23B RAP2B RARA RB1 RBFOX1 RBM47 RBMS1 RDX REEP4 RHBDF2 RIGI RIN2 RIPOR1 RNASET2 RNF19B RNF213 RPAIN RSAD2 RUFY3 SAMD4A SAMD9 SAMD9L SAT1 SCARB1 SCARB2 SCCPDH SCD5 SDS SEC24D SECTM1 SELENOP SEMA4A SEPHS2 SERPING1 SETDB2 SETX SGK1 SGTB SH3PXD2A SIGLEC1 SIRT1 SLC12A7 SLC16A6 SLC22A23 SLC26A11 SLC35E1 SLC35F6 SLC39A8 SLC46A3 SLC8A1 SLFN5 SNHG12 SNX18 SNX2 SOCS3 SORT1 SP100 SP110 SPATA13 SPATA24 SPINK1 SPIRE1 SPN SPTLC2 SSBP2 STAB1 STK26 STOM STXBP3 SUCNR1 SUGCT-AS1 SUGP2 SYNPO2 TALAM1 TASL TBC1D2 TCAF1 TENT5A TFAP2B TGFBI TGFBR2 TIPARP TLR4 TLR8 TMEM140 TMEM212 TMEM241 TMEM242 TMT1A TNFAIP6 TNFSF10 TOR1B TRIM14 TRIM22 TRIM38 TRIM5 TSPAN4 UBE2L6 UBXN2A UNC45A UNC93B1 USF2 USP18 VAMP5 VMP1 WASHC2C WASHC4 WDPCP WDR11 WLS WSB1 WTAP WWP1 XAF1 XRN1 XRN2 ZC3H12D ZEB2 ZFP36 ZFP36L2 ZFYVE26 ZNF160 ZNF207 ZNF493 ZNF665 ZNRF2 FULCHER_INFLAMMATORY_RESPONSE_LECTIN_VS_LPS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FULCHER_INFLAMMATORY_RESPONSE_LECTIN_VS_LPS_UP ABCC1 ABCC3 ABHD2 ABL2 ACER3 ACO1 ACOT7 ACSL3 ACSL5 ACTN1 ADAM12 ADAM19 ADAM8 ADTRP AGTRAP AHCYL1 AK4 AK8 AKIRIN1 AKR1C1 AKR1C3 AKR7A2 ALCAM ALG2 ALOX15 ALOX15B ANAPC16 ANP32A AQP3 ARHGAP10 ARHGAP22 ARPC5L ASAP1 ASPH ATP1B1 ATP2A3 ATP2C1 AUH B3GALNT1 B3GNT5 BATF3 BCAR3 BCAT1 BHLHE41 BID BIRC3 BOLA3 BTG2 BZW2 C1orf54 C3 CALD1 CALM1 CARD19 CARD9 CASP2 CAVIN1 CBR3 CBX6 CCDC71L CCL13 CCL15 CCL17 CCL22 CCL24 CCL26 CCNA1 CCNG2 CCNI CD109 CD209 CD226 CD276 CD40 CD55 CD82 CD93 CDYL CEP20 CERS6 CFP CHST2 CIAPIN1 CKLF CLC CLEC4A CLEC4G CLEC7A CLN8 CLN8-AS1 CMC2 CMC4 CMIP CMTM3 CNIH3 CNPY2 COA3 COL6A1 COLEC12 COMMD1 COMMD7 COQ9 COX18 CPED1 CRIM1 CRLF2 CSF1 CSF2RA CSK CSRP1 CST7 CTNNAL1 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYB5B CYBB CYTOR DAD1 DCLRE1B DCSTAMP DCTPP1 DCUN1D1 DCUN1D3 DENND1B DHRS11 DIPK1A DNASE1L3 DPH3 DTX4 DUSP22 DUSP4 DUSP6 ECM1 EDEM1 EDEM2 EDN1 EEF1E1 EEF2K EEIG2 EFCAB14 EHF EMG1 EML4 ENTPD4 EPOP EREG ERO1A ETHE1 ETS2 ETV3 EVI2A EYA3 F3 FABP3 FADD FAM120A FAM162A FAR2 FASTKD1 FBXL4 FCAR FCER2 FCGR1A FCGR2A FCGR2B FCRLB FKBP5 FMNL2 FN1 FNDC3A FOXN3 FSCN1 FSD1L FXYD6 G3BP1 G6PD GADD45G GAL GALNT12 GALNT6 GAS5 GATD3 GFOD1 GGH GGT5 GLIPR1 GLRX3P2 GLS GLTP GLYR1 GON7 GOT2 GP1BA GPAT3 GPR107 GPR157 GPR160 GPR35 GPR68 GRPEL1 GSN GSR GTF3A H2AX H6PD HAX1 HBEGF HCAR3 HIKESHI HINT1 HIP1 HIPK2 HLA-DRB1 HMG20B HMOX2 HNRNPLL HOMER2 HOPX HPS3 HSPA6 IARS1 IGSF6 IL1A IL1B IL1RAP IL1RN IL27RA IL2RG IL6 IL7R INHBA IRF2BP2 IRF4 ISOC1 ITGB3 ITPR1 IVNS1ABP JAGN1 JPT1 JTB JUN KCNK6 KCNN4 KHSRP KIAA1671 KIF2A KIF5B LAMP3 LAT LAT2 LGALS2 LIMK1 LINC01857 LMAN1 LONRF1 LPAR1 LPL LPP LRP8 LRRC32 LRRC8C LSP1 LTV1 LYPD3 LYRM1 MAD2L2 MAFF MAP2K6 MAP3K13 MAP3K20 MAP3K5 MAPK13 MAPKAPK3 MARCHF3 MARCHF8 MARCKSL1 MB21D2 MCCC2 MCEMP1 MCOLN3 MEI1 MET METTL9 MFNG MFSD12 MFSD14CP MFSD2A MGST1 MICAL2 MICALL1 MINPP1 MIR3945HG MKKS MMP1 MMP10 MMP12 MMP19 MOB3A MOB3B MPC2 MPEG1 MPHOSPH6 MPZL1 MRPL51 MRPL52 MRPS12 MRPS16 MRPS24 MRTO4 MSANTD3 MSC-AS1 MT1E MT1F MT1H MT1X MTHFD2 MTMR14 MYH9 MYO18A MYO1E MYO5A MYOF NAAA NAP1L1 NCS1 NDFIP2 NDRG1 NDUFA2 NDUFAF8 NDUFS8 NDUFV2 NDUFV3 NEDD4L NEK6 NELFE NENF NET1 NETO2 NFAT5 NFKBIE NHP2 NIBAN1 NISCH NMD3 NME1 NME7 NOPCHAP1 NQO1 NR4A3 NRIP3 NRP1 NSMCE1 NUDT4 NUS1 OIP5-AS1 OLR1 ORAI1 P2RX4 P2RY6 P4HA2 PACC1 PAN2 PDGFC PDLIM4 PDLIM7 PDPN PEA15 PEF1 PEX19 PGM2 PHACTR2 PHLDA2 PHTF2 PIK3CG PIR PKIB PLAT PLAU PLAUR PLEKHA5 PLK3 PMAIP1 PMP22 PNP PNPLA6 POGLUT1 POLD4 POLE4 POLR1D POLR2F POLR2G POLR3K PPA2 PPARD PPP1R14A PPP3CA PRKCA PRKD3 PROCR PRPF8 PRXL2B PSTPIP1 PTDSS1 PTGR1 PTGS1 PTPRO PTRHD1 PTS RAB11FIP1 RAB27A RAB31 RABEPK RAC2 RAI14 RANBP1 RAP2A RASGRP1 RCAN1 RCN2 REL RFLNB RGCC RGS1 RHBDD2 RHOC RHOF RHOH RHOQ RPL10A RPS19BP1 RRS1 RTN1 RUNX1 SCARF1 SDC2 SDCCAG8 SDF2 SELENOW SEMA7A SERINC2 SERPINB2 SESN3 SGPP2 SGTA SH3BGRL3 SH3BP5 SH3KBP1 SHPK SIGLEC10 SIGLEC15 SIGLEC5 SIGLEC7 SINHCAF SLAMF8 SLC20A1 SLC22A4 SLC25A11 SLC25A40 SLC27A3 SLC30A5 SLC39A11 SLC39A9 SLC3A2 SLC41A2 SLC44A1 SLC6A6 SLC7A1 SLC7A11 SLC7A8 SLX4 SMAD6 SMAD7 SMDT1 SMIM19 SMIM20 SMOX SND1 SNHG16 SNHG5 SNX8 SOAT1 SOCS2 SOWAHC SOX4 SPI1 SPIN4 SPINT1 SPP1 SPRED2 SRC SRPRB SRXN1 SSR2 ST3GAL2 ST3GAL5 ST3GAL6 ST7 STAC STEAP3 STK4 STMP1 STYXL1 SUB1 SULF2 SUMF1 SUN2 SYT17 TAGLN2 TAPT1 TBC1D13 TBC1D22A TBC1D4 TBL1XR1 TCF3 TCF4 TENT4B TEX261 TFPI TGFA TGFBR1 TGM2 THBD TIAM1 TIFAB TIMM10 TIMM10B TM2D1 TMED3 TMEM132A TMEM14B TMEM14C TMEM208 TMEM255A TMEM273 TMX2 TNC TNFAIP8L2 TNFRSF11A TNFRSF4 TNFRSF6B TNFRSF9 TNFSF13 TNFSF8 TNFSF9 TNIK TOMM34 TPMT TRABD TRAF1 TRAF3IP3 TRAP1 TRAPPC2L TREM1 TRGC1 TRIAP1 TSC22D1 TTC9C TUBB2A TUBB6 TXNRD1 UBE2G2 UBE2W UBR4 UBXN1 UXS1 VAC14 VAPA VASP VCL WDFY4 WDR12 WFDC21P WNT5A YIF1A YPEL5 YRDC ZDHHC12 ZMIZ1-AS1 ZNF366 ZNF697 ZNRD2 ZYX FUNG_IL2_SIGNALING_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUNG_IL2_SIGNALING_1 CCND2 DKC1 IL2RA LIF LTA MAT2A NOLC1 NOP16 NOP56 SOCS2 FUNG_IL2_SIGNALING_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUNG_IL2_SIGNALING_2 CARD9 CCL3 CCR6 DDX21 IL13 IL5 IL9 IRF4 MYC SLC30A1 TNFRSF11B ZBED2 FUNG_IL2_TARGETS_WITH_STAT5_BINDING_SITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUNG_IL2_TARGETS_WITH_STAT5_BINDING_SITES CCND2 DKC1 IL2RA LIF LTA NOP16 SOCS2 FUNG_IL2_TARGETS_WITH_STAT5_BINDING_SITES_T1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FUNG_IL2_TARGETS_WITH_STAT5_BINDING_SITES_T1 CCL3 CCR6 IL13 IL5 IL9 IRF4 MYC TNFRSF11B ZBED2 FURUKAWA_DUSP6_TARGETS_PCI35_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FURUKAWA_DUSP6_TARGETS_PCI35_DN ACOX2 ADORA2B ARHGAP11A AURKA AURKB BLM CALB2 CCNA2 CCNB1 CCNB2 CCNE2 CENPA CENPF CEP55 CKAP2 CRNDE CTNNAL1 DLGAP5 DTL DYSF EBNA1BP2 EPHA2 ETS1 GCGR GOLT1A HJURP HPCAL1 INAFM2 IVD KHDRBS3 KIF11 KIF20B KIF2C KNSTRN LAMB3 LAT2 MAFF MAP7 MARCHF4 MCM4 MCM5 MMP1 MTFR2 NCAPD2 NCAPG NEDD4L NGF NUSAP1 ORC6 PBK PDLIM2 PDSS1 PHLDA2 PMEPA1 POLQ PRC1 PRIM1 PRMT5 RACGAP1 RFC4 RIOK1 RRM1 RTEL1 SHCBP1 SIPA1L3 SLCO2A1 STIL SYNE3 TCHP TPX2 TUSC1 WDR3 WDR5 FURUKAWA_DUSP6_TARGETS_PCI35_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FURUKAWA_DUSP6_TARGETS_PCI35_UP AKR1C3 ALDH1B1 ALPP APH1B AQP3 ARHGEF37 BDH2 BPHL BTN1A1 C15orf48 C1S CD24 CLDN16 CLEC2D CNTNAP1 DNM1P41 DUSP4 ENPP5 EPB41L4A FOLR1 FRMD5 FXYD3 GCM2 HERC5 HERC6 HLA-F HMOX1 ID3 IFI30 IFITM1 IL32 KCNMB1 KLRC2 KLRC3 KRT14 KRT17 LRRC4C LYPD5 MALAT1 MAPK11 MDK MUC20 OFD1 OLFML2A PARP9 PLAAT2 PLAAT4 PSG1 PSG11 PSG6 PSMB9 PYCARD RCN3 RNASE1 RTP4 SAA1 SECTM1 SHFL SLC15A3 SLC1A2 SLC2A10 SMIM14 SNED1 SOX4 ST6GALNAC2 TAPBPL TGFB2 THEMIS2 TMCO4 TNFSF13B TNNC1 ZBTB20 ZFAT FU_INTERACT_WITH_ALKBH8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/FU_INTERACT_WITH_ALKBH8 ALKBH8 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 DBI ECSIT HSP90AA1 TCP1 TRMT112 GABRIELY_MIR21_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GABRIELY_MIR21_TARGETS ACAP2 ACBD5 ACTR2 ADGRG2 ADNP AGO4 AHSA2P ALS2 ANKRD28 ANO3 AP3M1 APAF1 APC APOLD1 ARFGEF1 ARHGAP21 ARHGEF12 ARID4A ARMCX3 ASRGL1 ATAD2B ATF2 ATP11B ATP2B4 ATRX B3GALNT1 B3GNT5 BMPR2 BRMS1L BTBD3 BTBD7 CALD1 CAPRIN1 CCDC14 CCNG1 CCT6P1 CDC25A CEMIP2 CEP97 CERS6 CLCN5 CLIP4 CLOCK CNTRL COBLL1 COL5A2 CPEB3 CRYBG1 CUL3 CYBRD1 CYP4V2 DCAF10 DDAH1 DDHD2 DDR2 DDX3X DDX46 DLG1 DMD DOCK10 DYNC1LI2 EEIG2 EIF2AK3 EIF4EBP2 ENAH EPHA4 ESYT2 ETNK1 EXOC5 EXOC8 FAM217B FAM3C FANCI FBXL17 FBXL5 FBXO11 FBXO3 FERMT2 FIGN FILIP1L FNBP1 FOXN3 GAPVD1 GID4 GLCCI1 GNAQ GNE GOLGA4 GPAM GPD2 GTF2A1 GTF2I HAPLN1 HECTD1 HERPUD2 HOXA9 IPP IREB2 ITGB8 ITSN2 JPH1 KBTBD6 KBTBD7 KLF5 KLHL15 KLHL24 KLHL3 KLHL8 KNL1 LATS1 LCORL LDAH LIFR LIMCH1 LIN7C LMBR1 LNPK LONRF2 LPGAT1 LPIN1 LYRM7 MAP3K1 MAP3K2 MEGF9 MEIS1 MGA MGAT4A MINDY2 MPDZ MSH2 MTPN MYCBP2 MYEF2 MYO9A NAA30 NBEA NEK1 NEK7 NFAT5 NFIB NIPBL OLR1 OSBPL3 OSR1 PAG1 PALLD PALS1 PAN3 PARP1 PARP9 PBRM1 PBX1 PDCD4 PELI1 PER3 PHACTR2 PHF20L1 PHIP PIK3C2A PIK3R1 PKD2 PLD1 PLPP1 PM20D2 POLR3B PPARA PPP1R3B PRICKLE2 PRKAB2 PRRC1 PTAR1 PTBP3 PTGFR PTGR3 PTPDC1 PTPN3 PURA PURB RAB11FIP2 RAB22A RAB3GAP2 RAB6C RABGAP1 RAI14 RALGPS2 RAPH1 RASEF RASGRP1 RASGRP3 RECK REV3L RFX7 RHOBTB3 RMND5A RNF38 RP2 RPS6KA3 RRAGC RSF1 RSPRY1 RTF1 RUFY3 SACM1L SAMD5 SASH1 SCAF11 SCRN1 SEC63 SERAC1 SESN1 SFXN1 SKP2 SLC17A5 SLC26A2 SLC31A1 SLC5A3 SLC9A6 SMC1A SMC5 SNX13 SNX30 SOWAHC SOX2 SPG11 SPIN1 SREK1 SRPK2 SRSF11 ST6GAL1 STAT3 SUZ12 SYNE2 TACC1 TAF1 TBL1XR1 TENT5A TET1 TGFB2 TGFBR2 THOC2 TIMP3 TLCD4 TLR4 TNPO1 TNRC6B TOP2A TPM1 TPRG1L TRAPPC2 TRIM2 TRIM33 TRIM38 TRIM59 TRPM7 TSNAX TTC33 UBR3 UBR5 UBXN4 UGGT1 USP34 USP47 USP7 UTRN VASH2 VPS13A VPS36 VPS54 WNK1 WNK3 WNT5A WWC2 XKR3 YME1L1 YOD1 YTHDC2 ZBTB20 ZBTB38 ZBTB44 ZMYM2 ZNF286A ZNF292 ZNF326 ZNF367 ZNF532 ZNF587 ZNF667 ZRANB1 ZYG11B GAJATE_RESPONSE_TO_TRABECTEDIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAJATE_RESPONSE_TO_TRABECTEDIN_DN ABCB6 ARHGDIA CCDC86 CDK14 CENPX DDX10 E2F2 FARS2 GMDS H1-10 H4C11 H4C3 LRBA MCM5 PKP4 STAG1 STX8 TEAD4 TRIM16 UTP20 GAJATE_RESPONSE_TO_TRABECTEDIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAJATE_RESPONSE_TO_TRABECTEDIN_UP ANXA1 ANXA4 ARL6IP1 ASNS ATF3 C1R C4BPA CARS1 CASP4 CASP9 CBS CCNG2 CD44 CDKN1A CFD CLDN7 CLIC4 CLU CPE CRIP1 CSRP2 CXCR4 CYP19A1 DDR2 DUSP5 EML2 FGG FOLR1 FOS GADD45A GARS1 GOLGA8A GPNMB GSN GSTA4 HLA-C IGFBP7 IL18 IL6 ISG15 KLRC3 MYH10 NID2 NNT NUCB2 NUPR1 OASL OLFML2A PCK2 PHYH PROS1 RGS2 S100A4 S100P SEPTIN6 SRGN TAF15 TGFBI TLE5 TM4SF1 TNFAIP3 TRAPPC6A TUBA1A TXNIP UGCG VLDLR GALE_APL_WITH_FLT3_MUTATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALE_APL_WITH_FLT3_MUTATED_DN ARF1 BAD DEGS1 DRAP1 GPR137 HLA-B HLA-G HLA-J NAPG NDUFB7 NDUFV1 OASL P4HB POLR2J4 PQBP1 RABAC1 ST3GAL5 GALE_APL_WITH_FLT3_MUTATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALE_APL_WITH_FLT3_MUTATED_UP ABCC1 AHI1 APOBEC3B ARHGAP45 ATF6 ATR AVL9 C6orf62 CDC16 CFH CHD9 CSNK1A1 DELE1 DHX15 ELF3 FANCI GEMIN4 GIMAP6 HEATR1 HNRNPH1 HTATIP2 INPP5F KPNB1 LANCL1 LARS2 LUC7L3 LYPLA1 MIS12 MTMR1 MYO1B NOLC1 NSL1 NSUN5 PHF11 PIGB PLAGL1 PMM2 PSMF1 RFC3 RFTN1 RITA1 RNF144A RRAS2 SLC25A13 SLC46A3 SMG1P5 SOCS2 SRSF11 STX16 TCF12 TELO2 TRMT11 TRMT61B TTK UNC119B UPF3A VPS54 WIPF1 ZNF529 GALIE_TUMOR_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALIE_TUMOR_ANGIOGENESIS ANGPT1 ANGPT2 CCN2 HGF IGF1 PDGFA PTGS2 TGFB1 GALIE_TUMOR_STEMNESS_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALIE_TUMOR_STEMNESS_GENES BMP4 KRT14 PDGFRA PTCH1 TGFBR2 TNC GALINDO_IMMUNE_RESPONSE_TO_ENTEROTOXIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALINDO_IMMUNE_RESPONSE_TO_ENTEROTOXIN ACOD1 ACTG1 ADORA2B BCL10 BCL2L11 BCL3 BCL6B BHLHE40 CCL15 CCL3 CCL4 CCL5 CD14 CD44 CD83 CDC42EP4 CEBPB CSF2RB CSF3 CXCL3 DUSP1 DUSP2 EHD1 ERRFI1 ETS2 FOSL1 GADD45A GADD45B GAPDH GLRX HERPUD1 IER3 IKBKE IL18RAP IL1B IL1RN ITGA5 JUNB LILRB4 MARCKSL1 MT2A NAB2 NFKB1 NFKB2 NFKBIA NOCT ODC1 PCDH7 PDGFA PDLIM7 PHLDA1 PHLDB1 PIM1 PKM PLAUR PTGS2 PTPRE RAC2 RHOB RREB1 SCD SLC11A1 SLFN12L SOCS3 SPP1 SQSTM1 SRPRA TAPBP TNF TNFAIP2 TNFAIP3 TNFSF9 TNIP1 TRAF1 TSC22D1 TXNIP UBB UBC VEGFA GALI_TP53_TARGETS_APOPTOTIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALI_TP53_TARGETS_APOPTOTIC_DN CHEK1 FADD HUS1 NOL3 TNFRSF10A TNFRSF10B GALI_TP53_TARGETS_APOPTOTIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALI_TP53_TARGETS_APOPTOTIC_UP ATM BAX BIRC2 BIRC3 CASP4 CASP8 CD40 GADD45A GALLUZZI_PERMEABILIZE_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALLUZZI_PERMEABILIZE_MITOCHONDRIA ABL1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BID BNIP3 CASP2 CASP3 CFL2 CLIC4 CPT2 DNM1L FDXR GCK GSK3B GZMA GZMB H1-2 MAPK8 MCL1 MOAP1 MTCH2 NR4A1 PLS3 PMAIP1 PPID PRKCD PRODH SERPINB5 SH3GLB1 SHC1 SIVA1 SOD2 STK11 TP53 VDAC1 VDAC2 GALLUZZI_PREVENT_MITOCHONDIAL_PERMEABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GALLUZZI_PREVENT_MITOCHONDIAL_PERMEABILIZATION BCL2 GPX4 KNG1 MAPK14 MCL1 MUC1 PRKG1 SLC25A4 SOD2 TSPO TXN VDAC1 VDAC2 WDTC1 GAL_LEUKEMIC_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAL_LEUKEMIC_STEM_CELL_DN ACAA2 ADAP2 ADCK2 ADCY2 ALB ALDH1L1 ALDH4A1 ALPP AOAH AP1S1 APOOL ARHGEF15 ART1 ASF1B AZU1 BIRC5 BUB1 BUB1B C1QA C3AR1 CA12 CACNA1G CADM3 CAPG CARD9 CASP1 CCL4 CCL5 CCNA2 CCNB1 CCNB2 CCR1 CD14 CD163 CD1D CD226 CD38 CD86 CD93 CDC20 CDC25C CDC42EP3 CDC45 CDC6 CDCA8 CDK1 CDKN3 CEBPD CEBPE CENPA CENPM CEP112 CHST15 CLC CLEC5A COCH COL18A1 COL6A2 CST4 CSTA CTSG CX3CR1 CXCL1 CXCR3 CYP1B1 DES DHFR DLX4 DMXL2 DNAAF1 E2F1 E2F2 E2F8 ELANE ENC1 ERMAP ESPL1 FCAR FCGR1A FCGR2A FCN1 FEN1 FER1L4 FGF21 FGGY FGL2 FGR FNTB FPR1 G0S2 GALNT12 GDF3 GGT5 GIMAP5 GINS2 GM2A GPC5 GPR18 GPR65 GTSE1 H3C2 H4C7 HAL HCAR3 HMMR HNMT HOMER3 HPSE IFI30 IFNA4 IGFBP2 IGFBP7 IGKC IGLC2 IGLL1 IGSF6 IL1B IL1RN IL2RB ITGA2B KIF18B KIF20A KIFC1 KLK6 LAMA4 LARP7 LETM1 LGALS1 LGALS2 LGALS3 LIG1 LILRA2 LILRB1 LILRB3 LILRB4 LINC01013 LINS1 LMNB1 LRP2 LRRC49 LYPLA2 LYZ MAFB MAGEF1 MAPK13 MEGF6 MELK MINPP1 MMP9 MNDA MOGS MOSPD3 MRC2 MS4A3 MS4A4A MS4A6A NAP1L1 NCAPG NCF1 NCF2 NDRG2 NIPAL3 NPAS3 NR4A1 NUSAP1 ONECUT2 OR2F2 ORC1 OSGIN2 P2RX5 PALB2 PASK PCLAF PILRA PLAA PLK1 POLA2 POLM PPP1R12B PRDM1 PRKG2 PRMT7 PRTN3 PRUNE1 PTGER3 RAD51 REST RLIG1 RNASE2 RRAD RRM2 S100A12 S100A8 S100A9 S100P SAC3D1 SAMHD1 SCNN1A SECTM1 SERGEF SERPINA1 SHCBP1 SIRPA SLC11A1 SLC15A3 SLC16A6 SLC22A4 SLC6A6 SMC1A SMC2 SPATA6 STX11 TEP1 TEX14 THOC5 TLR2 TMEM161A TMEM53 TNFAIP6 TNS1 TOP2A TPI1 TRAC TRGC1 TUBB2B TYMP TYMS UBE3B USP46 UTP25 VAMP1 VCAN VDR VSIG4 ZFY ZNF589 ZWINT GAL_LEUKEMIC_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAL_LEUKEMIC_STEM_CELL_UP ABLIM1 AGFG2 AGT AKR1C1 ALS2CL AMELX ANXA9 ARIH2 ATP5MC2P1 B4GALT4 BCL11A BIN1 BPHL CACYBP CCND1 CDC37L1 CDK14 CEP76 CFHR2 CLDN18 CMKLR2 COL6A1 COL7A1 CPT2 CYP2R1 DBT DCAF4 DCAKD DLG3 DST ETS1 EVPL EXO5 FBXO9 FOXO3 GAN GATA1 GEMIN6 GJA9 GLRA2 GP6 GPATCH1 GPR4 GRIK5 HADHAP1 HCFC1 HDAC6 HJURP IDI2-AS1 IGF1R IL36A INO80B IRF6 ISG20 ITFG2 ITGA10 ITGB3 ITGB4 JAG2 JRKL KAZN KBTBD4 KEL KMT2A LAMB2 LGALSL LILRA1 LPP MAB21L2 MAF MAPK7 MED20 METTL2B MFSD6 MID2 MMP11 MPHOSPH9 MSR1 MTUS1 MYCNOS MYO10 N4BP1 NECTIN1 NF1 NF2 NTRK3 OR2B6 OTUD4 PDLIM5 PEX1 PEX5 PIK3C3 PIK3IP1 PPP1R3D PPP1R9A PRLH RBPMS RCAN1 RNASEH2B SALL2 SENP6 SERPINB4 SLC1A2 SLC9A5 SLIT2 SMAD6 SMIM2 SRPK3 STAM2 SUCLG1 TMEM140 TMEM187 TMPRSS11D TNIK TOP3B TRIM23 TRIM33 TSPAN5 TSPAN9 UBR4 UNC5B VEGFB WDFY3 YWHAH-AS1 ZBED4 ZC3H7B ZCCHC4 ZFP36L1 ZMYM5 ZNF639 GARCIA_TARGETS_OF_FLI1_AND_DAX1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_TARGETS_OF_FLI1_AND_DAX1_DN AAGAB ADAP1 AFG2A ALG14 AMDHD2 ARHGAP17 ARHGAP19 ATP5MG BAG1 BICD2 BLOC1S6 BRD7 C19orf48P CASP2 CBX2 CCNC CCNE1 CDC25A CDC37 CDC6 CDCA5 CDK2 CENPM CENPX CEP15 CER1 CFL2 CHAF1B CHCHD3 CHEK1 CKMT2 CNOT7 COA4 CYB5B DDX27 DENR DHFR DHX33 DNAJA4 DTL DUT E2F2 EED ELOC ELP5 ENSG00000289047 ERVH48-1 ESCO2 FANCE FDXACB1 FEN1 FNBP1 FXN GABPB1 GDNF GEMIN5 GINS2 GINS3 GMNN H2AZ1 H4C13 H4C3 H4C4 H4C5 HAPLN1 HAUS2 HDAC6 HINT3 HOXD13 HPDL IGF1 INF2 INIP ITGAE KCNE3 KIAA0319 KIAA1143 LMNB1 MAPRE1 MCM10 MIR4435-2HG MPHOSPH10 MRPL11 MRPL24 MRPL48 MT1G MYBL2 MYO10 NAGPA NCAPH2 NDN NEFH NOLC1 NOP56 NPM1 NR0B1 NT5DC3 NUP50 NXPH2 PANK3 PCGF5 PLEKHA7 POLR1F POLR2E PPCDC PPIL1 PPP2R5E PRELID1 PSMA7 PSMC3IP PTMA RASSF1 RBP7 RCC1 RFFL RIMBP3 RMI1 RPIA RPP30 RPS10 RPS8 RRM2 RRP15 RRP9 RSL1D1 SAMD5 SCFD1 SCLY SFR1 SKP2 SLC25A10 SLC43A3 SLC5A6 SLC7A11 SNRPC SPINDOC SRRM1 STAMBPL1 STRBP TAF3 TCF19 TELO2 TEX19 TFEC TGIF2 TIMM10 TIPIN TMPO TNPO1 TOE1 TPRKB TRMT10A TRMT6 TRMT61A TYMS UBA52 UBE2D4 UCK1 UTP23 WDR5 WDR76 YAF2 ZNF114 ZNF141 ZNF560 ZNF93 ZWILCH ZWINT GARCIA_TARGETS_OF_FLI1_AND_DAX1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARCIA_TARGETS_OF_FLI1_AND_DAX1_UP ADCK5 ANKRA2 ATP7B C5orf15 CIRBP CPT1B CUL7 FAM234A FKBP14 FNDC4 GNPTG HLA-E HMGCL IFT140 IGFBP5 INPPL1 KCNMB4 KCP KDELR3 KLHDC8B LGALS1 LMBR1L LRP10 MAGED4B MAP3K1 MYO6 NBAS NCKAP5 NEIL1 NKX3-2 PBXIP1 PGAP1 PJVK PLIN3 PTGES3 RASA4 RFNG SEMA6A SGSM2 SLC26A11 SMIM14 SNX14 STAT2 STIM1 SVIL SYNGR1 UBE2L6 WDR19 ZFP90 ZNF217 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLACK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLACK_DN ABHD10 ELAC1 LRATD2 MTSS1 OSGEPL1 PIK3C2B SLC30A1 SMAD3 TARS2 ZEB2 ZNF22 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLACK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLACK_UP ABHD4 AKIRIN2 ATP11B CCDC82 CCDC93 CD55 CDC42EP2 CDKN1A CLK1 DUSP14 EIF1 ERRFI1 ETV5 F2RL2 GCH1 KLF2 LATS2 MOB2 NFE2L2 OSGIN2 PLAGL1 PRNP RGMB RHPN2 RNF227 SNX16 SPRY4 SQLE SRC TFEC TRIB3 UBBP1 ZBTB21 ZNF44 ZNF654 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLUE_DN ACBD4 AGGF1 AKNA AMACR ATOH8 BMP2K BMP4 C2orf68 CASP8 CCNF CH25H CMTM3 CSTF2T DHX35 DNAAF2 ELK3 FAM117B FAN1 FANCF FBXL15 FBXO42 FUT8-AS1 FZD2 GATA6 GATA6-AS1 GDPD1 GPAM GSPT2 HEATR6 HILPDA HOXA2 HOXA3 HOXB3 HTT KCNH7 LIPT1 MBLAC2 MECOM MEIS1 MYLIP NAPEPLD NREP PALMD PATZ1 PIK3R3 PINX1 PRMT6 PTCD2 RALGPS2 RBM43 RUNX1T1 SIX5 SNN SOX7 SUOX THUMPD3 TMEM50B TNFRSF1B VWA5A ZFP36L2 ZNF397 ZNF462 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BLUE_UP AGO2 AHSA1 AIFM2 AKIRIN2 AMMECR1L ATF3 BACH1 BAG3 BANP BRF2 C10orf88 CASP3 CBLL1 CCNG2 CHORDC1 CNST CPEB4 CREBBP CREM CWC25 CXCL3 CXCL8 DDIT3 DEDD2 DNAJA1 DNAJA4 DNAJB1 DNAJB6 DNAJB9 E2F6 EID3 EIF5 EMP1 ESM1 F3 FGFR1OP2 FOSL1 FRS2 GLA GNA13 GPAT3 HAPSTR1 HBEGF HERPUD1 HSPA1A HSPA1B HSPA4L HSPA6 HSPB8 HSPH1 IFRD1 INHBA JMJD6 JUND KANSL1L KBTBD8 KCTD5 KDM7A KIF1B KIF21A KITLG KLF5 KLHL21 KLHL28 LURAP1L MACO1 MAFG MAFK MAP1LC3B MILIP MIR22HG MIR3682 MIR4458HG MOSMO MTHFD2L MXD1 N4BP2L2 NFATC2 NFIL3 NUTM2B-AS1 OSER1 PCF11 PCYT1A PHF1 PLAUR PMAIP1 PNP PNPLA8 PPP3CC PXDC1 RAB23 RBBP6 RBM33 RCAN1 RELB RELN RGMB RHEBL1 RNF24 RORA RRP7A RSL1D1 RTCA RYBP SAMSN1 SAV1 SERTAD1 SESN2 SLC19A2 SLC3A2 SMCR8 SMURF1 SOS1 SOWAHC SPINDOC SPIRE1 SRXN1 STIP1 STK17A TMEM217 TNFSF9 TRIB1 TSC22D3 UBALD2 UBE2FP1 VCPIP1 VPS37A WDR20 YRDC ZBTB21 ZBTB43 ZC3H12C ZFAND2A ZNF222 ZNF264 ZNF394 ZNF468 ZNF473 ZNRF3 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BROWN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_BROWN_UP ADRB2 ANKRD33B CPNE8 CYP51A1 IAH1 INSIG1 KCTD21 LPIN2 MIR221 MIR29B2 MSMO1 NQO1 PTGR1 SLC2A3 SQLE SQSTM1 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_CYAN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_CYAN_UP ADAM17 AKIRIN2 ARF6 CCDC117 CDK17 CITED2 CREBRF CSGALNACT2 GNA13 GSR PSEN1 PTGER4 PTP4A1 SETD5 SLC7A1 TFE3 USP12P1 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREEN_DN ANKRD11 ART4 ASTE1 B4GALT5 CEP126 CLUAP1 DUS2 DYRK2 EHMT2 FRMD6-AS2 H1-0 MXD3 NAV1 NFYA NSD1 NUMA1 PATZ1 PRDM15 PRICKLE1 PSRC1 RNF145 RPP25 THUMPD3 TMEM177 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREEN_UP AKR1B10 ANKRD28 CHD2 CPEB4 CPNE8 CREM CSNK1G1 DUSP6 ETV5 FAM120AOS GEM GNE HDAC9 IDI1 IFNE LDLR MALT1 RAB23 RCAN1 SGMS2 SIK1 SLC4A7 SOCS3 STIP1 TMEM171 TNFRSF10A GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREY_DN ACKR3 ADORA2A AGPS ARL4A ATOH8 AURKB B3GNT5 C1QTNF6 CRISPLD1 CROT CYRIA DUSP10 DUSP23 DUXAP8 EEIG2 ENSG00000291006 EVI2B EXOSC4 FLRT2 FOXC1 FOXP1 FRMD3 FZD8 GBP1 GJA5 GRAP GXYLT2 HEY2 HOXA5 HRCT1 IFIT1 IFIT3 IFIT5 JADE1 KANK2 KNOP1 LIPG LMO2 LYPD1 MB21D2 MECOM MGARP MT1F NSUN5 NSUN5P1 NYNRIN OXLD1 PCDH17 PDGFB PGRMC2 PHLDB2 PIDD1 PLIN2 PPAN PPP1R3C PRSS23-AS1 RAPGEF5 RASSF10 RHOBTB3 RPRD1A RUNX1T1 SESN3 SH2D3C SHISA3 SMAD7 SMIM3 SORBS2 SOX4 SPAAR STAT1 STK38L TBX1 TBX18 TCIM TFAP2A TMT1A TNK2 ZMYND8 ZNF395 ZNF503 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_GREY_UP ADAMTS1 ADAMTS9 ARRDC4 CCDC68 CREBRF DUSP5 FNIP1 HERPUD2 INSIG1-DT IRAK2 LBH NAV3 NHSL3 RORA SOS1 TFEC TRIM16 ZSCAN31 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_LIGHTGREEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_LIGHTGREEN_DN ARGLU1 CD40 CIRBP GIMAP4 RALGDS RARB SPOCD1 WSB1 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_LIGHTYELLOW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_LIGHTYELLOW_UP ABHD3 CSGALNACT2 GNA13 IER5 PIM1 PNPLA8 RBBP6 SIRT1 UGDH USP12 ZDHHC18 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_MAGENTA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_MAGENTA_DN AGGF1 DBR1 DIDO1 ETAA1 GPAM IMP3 IRAK1BP1 KBTBD6 MIDEAS RANBP6 RSBN1L RTL6 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_MAGENTA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_MAGENTA_UP ABL2 BPGM BTN2A1 CSRNP1 DNAJA1 DUSP16 FBXO30 FOSL2 GABARAPL1 HAPSTR1 HSPA8 KANSL1L KIAA0232 KLF6 LATS2 LINC00622 MAFF MAFG NUP153-AS1 PPP1R15A PRDM4 PTGS2 PTP4A1 RASD1 RIT1 TNPO1 UBB ZNF844 ZSWIM6 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_PINK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_PINK_DN ACKR4 ARHGAP28 BBS10 CEP68 CERT1 CRACR2B CYP26B1 DEPP1 EHD3 FILIP1 GBP2 GIMAP2 GIMAP6 GIMAP7 GIMAP8 HECW2-AS1 HS3ST1 LONRF3 LPAR6 LRIG3 LYN MEF2C MYCN NRP2 PALMD PLXNA4 SEMA6D THBD TMEM140 TNFSF10 ZEB2 ZNF436 ZNF608 ZNF704 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_PURPLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_PURPLE_DN ADAMTS6 ANAPC5 CCDC18-AS1 FOXP1 GAS5 IFFO1 LAMB1 MOV10L1 MTUS1 PRAG1 RALGAPA2 RBMX STAT1 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_RED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_RED_DN CEP68 CLEC14A EEF2K EPHA4 FAM78A FRY GIMAP1 GIT2 HLX INKA1 KLHL3 MAFB MLYCD NR5A2 RAB11A RALA RHOBTB1 SAMD13 SESN1 SPTLC2 SUOX TRIM34 TXNIP VGLL4 ZKSCAN4 ZNF436 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_RED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_RED_UP ATF4 CEBPB CEBPG CHAC1 DDIT4 DDX10 E2F7 GRPEL2 LRP8 MTHFD2 NCEH1 SLC7A5 STC2 STX11 TUBE1 VEGFA GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_SALMON_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_SALMON_DN ADGRG6 APOL3 ARHGEF37 CXADR CYRIA GJA4 GMPR KLRG1 LYN NUDT4 PIK3IP1 PIK3R3 PROX1 TRIM25 VGLL4 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TAN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TAN_DN CCDC9B DCBLD1 EFNB2 ENC1 EXT1 FN1 NAV1 NUAK1 PLD1 SLC35D1 SOX4 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TURQUOISE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TURQUOISE_DN ARMCX4 AURKA BARD1 BUB1B CBX2 CCDC51 CCNA2 CCNF CDC20 CDK2AP2 CDKN2C DDX28 DHRS3 E2F8 EID2B ELOVL6 ENOSF1 ESPL1 EXOSC2 F8A1 FAM111A FAM111B GEMIN6 KIF15 KIFC1 LYL1 MKI67 NDC80 NEIL3 NIF3L1 NR2F6 NXF1 OSGEPL1 PAGR1 PIK3CG PLCXD1 PLK1 PML POLR3B PPIL2 PPP1R35 PRMT7 RARA-AS1 RRS1 SGO2 SKP2 SPC24 TACC3 TIMM8A TMPO TREX1 TTLL12 XAF1 ZNF174 ZNF280D ZNF93 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TURQUOISE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_TURQUOISE_UP ACVR1 AFF4 AGO2 AHR ANKRD12 ARHGAP5 ARRDC3 C15orf39 CCDC117 CCDC82 CCNG2 CDC42EP2 CFLAR CLDN15 CLDND1 CLIC2 CLIP2 CNKSR3 CREBRF DIDO1 DLGAP1-AS2 DNAJB6 DUSP1 DUSP3 EGR1 EMP1 ERN1 FBXO30 FGFR1OP2 FOSL2 GABARAPL1 GAN GCLM GDF15 GPCPD1 HIPK3 HS6ST1 HYCC2 IPMK JUN KLF10 KLF6 LINC00304 MAP1B MERTK MYC MYCT1 NAB2 NCOA3 NECTIN3 NIPA1 NMRAL2P NRG1 PALM2AKAP2 PANK3 PGF PIM3 PRNP PTGR1 PTP4A1 RICTOR RIT1 RORA RRAGC SAMD8 SGK1 SLC25A25 SLC4A7 SLC7A11 SMG1 SPIRE1 SPOPL SPRY2 SQSTM1 TIPARP TNFSF18 TNPO1 ZBTB34 ZCCHC2 ZFP36 ZNF264 ZNF627 ZNF697 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_YELLOW_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_YELLOW_DN B3GNT5 B4GALT5 CCDC85B DENND5B GEMIN4 HILPDA KNOP1 LPCAT1 NREP OXLD1 PATZ1 PCTP PIK3R2 PML RGL1 RGS3 RNF145 RTL10 SLC30A1 TMEM50B ZMYND8 ZNF18 ZNF827 GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_YELLOW_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARGALOVIC_RESPONSE_TO_OXIDIZED_PHOSPHOLIPIDS_YELLOW_UP ATXN7 C10orf88 CHIC2 CNST DIPK2A ENTPD7 GCLC GCLM GK HAPSTR1 HMOX1 JOSD1 KDM7A KITLG KLF4 LCOR LDLR MACIR MOSMO NAV3 NPC1 NUP153 OSGIN1 PHLPP2 PPP3R1 RAB8B SGMS2 SLC7A1 TNPO1 TULP3 UNKL XPO1 GARY_CD5_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARY_CD5_TARGETS_DN ABCF2 ABT1 ACKR4 ADI1 ADSL AFF3 AIM2 AIMP2 AK4 ALG13 AMD1 ANAPC7 ANP32A AP4B1 AP4S1 API5 APTX ARL5B ASCC3 ASNSD1 ATP2B1 ATP6V0E1 ATP6V1C1 ATR AZIN1 BAG2 BAG5 BASP1 BCCIP BCL11A BCLAF1 BIRC5 BLNK BLZF1 BMP2K BRI3BP BTN3A3 BZW1 CASP1 CCAR1 CCDC85A CCNB1 CCNE2 CCT6A CD86 CDC25A CDC27 CDK12 CDK2AP1 CDK5RAP1 CEBPZ CENPF CENPI CEP152 CFL2 CHCHD7 CHORDC1 CHST11 CHUK CITED2 CLSPN CNDP2 CNOT4 CNOT7 CNPY2 COMMD5 COX5A CREM CRYZ CSTF2 CSTF2T CUL2 CUL4A CYB5B CYBB DAAM1 DANCR DCTPP1 DDX1 DDX18 DDX20 DDX27 DDX46 DHX29 DHX9 DLEU1 DLEU2 DNAJA1 DNAJB11 DNAJB4 DNAJB6 DNAJC10 DNAJC7 DNAJC9 DNTTIP2 DRG1 DTL DTYMK DYNC1LI1 DYRK2 EBNA1BP2 EIF1AX EIF2B1 EIF2B4 EIF2S1 EIF3J EIF3JP1 EIF4E2 EIF5 ELOA ELP1 EMB EMG1 ENSA ERAP1 ERCC6L ETF1 ETS1 FAM98A FAR1 FARSA FASTKD2 FBXO28 FBXO5 FCGR2B FEN1 FIGNL1 FLAD1 FMR1 FOXO1 FPGT FRMD8 FUBP1 FUBP3 GALNT7 GANAB GAR1 GAS5 GBP1 GDAP1 GEMIN4 GEMIN6 GFM1 GINS1 GLMN GMFB GMNN GNL2 GNL3L GPATCH4 GPR183 GRSF1 GSPT2 GTF2H1 GTF2H2 GTPBP4 H3-3B HCCS HEATR1 HINT1 HLA-DMA HLA-DPA1 HNRNPC HNRNPD HNRNPM HSP90B1 HSPA1A HSPA1B HSPA4 HSPA5 HSPH1 ICE1 IDE IFI35 IFIT1 IKBIP IKZF1 IKZF5 ILF3 INTS2 IPO11 IPO5 IRF8 ISCA1 KBTBD6 KBTBD8 KDSR KIAA1586 KIF14 KIF23 KLC1 KLF10 KMO KPNA2 KPNB1 KRT10 LANCL2 LARP4 LARS2 LCMT2 LSM10 LTB MAGOHB MAGT1 MANEA MANF MAP3K7 MAX MED7 MESD MET METAP2 METTL13 MGAT2 MRPL1 MRPL15 MRPL20 MRPL30 MRPL32 MRPL35 MRPL36 MRPL50 MRPS11 MRPS12 MRPS16 MRPS17 MRPS23 MS4A1 MSANTD4 MSANTD7 MT1X MTMR4 MYBL1 NASP NAV2 NCBP1 NDUFB7 NHLRC2 NLN NME1 NOL11 NOLC1 NOP2 NOP56 NOP58 NUDC NUP133 NUP160 NXF1 OAS1 OGA OIP5 OTUD6B PAFAH1B1 PAK1IP1 PALLD PAN2 PAPOLA PBRM1 PDCD5 PDIA6 PDP2 PFDN1 PGM2 PGRMC2 PHAX PHB1 PIGW PLAA PLEKHF2 PMPCA PNN PNO1 PNP PNRC2 POLA2 POLE2 POLE3 POLR1C POLR1F POLR3G PPIB PPIG PPIL1 PPP4R3B PPWD1 PQBP1 PRELID1 PRPF38B PSMA7 PSMB5 PSMC2 PSMC3 PSMC5 PSMC6 PSMD1 PSMD13 PSMF1 PUM3 QRSL1 QTRT2 RAB29 RABEPK RALGPS2 RAN RANBP6 RARS1 RBM14 RBM22 RBM25 RBM3 RBM4 RBM8A RBMX RCL1 RDH13 RFC2 RFC3 RHOH RINT1 RLIM RNF138 RNF20 RPF1 RPP40 RRM2 RRP15 RRP1B RRP9 RSC1A1 RUNX1T1 SAMD9 SAMM50 SAP18 SBDS SDF2L1 SEC23IP SELENOK SENP6 SEPHS1 SERBP1 SERF2 SERPINA9 SERTAD2 SGK3 SGMS1 SH3TC1 SIGLEC10 SKP2 SLC11A2 SLC25A19 SLC30A5 SLC30A7 SLC35B3 SLC44A1 SNHG14 SNHG4 SNRPC SNRPD3 SOAT1 SOD2 SP140 SRFBP1 SRI SRRT SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF8 SSU72 STAG1 STIP1 STK17A STX7 SYNCRIP TAF9B TANK TARDBP TBC1D9 TDG TFAM TFRC THADA TIA1 TIPIN TLR1 TLR10 TM2D2 TMEM33 TNFAIP8 TNPO1 TNPO2 TPR TRAPPC4 TRMT10A TRMT10C TRMT5 TSFM TSN TTI1 TUBA4A TWF1 TWNK TXNDC9 TXNIP UBAP2L UBE2F UBE2K UBE2L3 UCHL5 UFD1 UFM1 UGDH UHRF1 UMPS USP15 USP16 USP6NL UTP15 UTP3 WBP4 WDR3 WDR36 WDR77 WWP1 XPO4 YRDC YTHDF3 ZBTB24 ZCCHC10 ZDHHC16 ZNF207 ZNF367 ZNF407 ZNF451 ZNF506 ZNG1A ZWINT GARY_CD5_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GARY_CD5_TARGETS_UP AAAS AARS1 ABHD6 ACKR3 ACLY ACTMAP ACY1 AGPAT1 AGRN AHCYL1 AIP AKAP13 ALDH16A1 ALDH6A1 ALDOC ALKBH7 ALOX5 AMFR ANKRD11 AP2A1 APBB2 APEH ARHGDIA ARID1A ARL2 ASAP1 ASCC1 ASL ASMTL ASNS ATF4 ATP5F1D ATXN2L AUH AURKB BAP1 BCKDK BCL2 BCL2A1 BCL2L11 BCL3 BNIP3L BORCS8-MEF2B BRAF BTBD7 BTG2 CAB39 CADPS CALM3 CALML4 CALR CAMK2D CAMLG CAPNS1 CARMIL2 CARS1 CBS CCL3 CCL4 CCNB1IP1 CCNG1 CCR7 CD22 CD37 CD48 CD52 CD55 CD69 CD70 CD72 CD74 CD83 CD99L2 CDC42 CDK10 CDK16 CDKN1A CDT1 CEBPB CEBPG CHI3L2 CLEC2B CMTM8 CNOT3 CNOT6L CPNE1 CREBRF CSNK1E CTBS CTH CTNNA1 CYP51A1 CYSTM1 DAPK3 DARS1 DBP DCAF7 DDIT4 DDX17 DENND11 DESI2 DHCR7 DHPS DHRS7 DHTKD1 DMPK DOK3 DPP7 DUSP5 DYNC2I2 DYNC2LI1 EEIG1 ENO2 ERLIN2 ESD ETHE1 EVI2A FAHD2A FAM162A FASN FDFT1 FGR FLOT1 FNIP1 FOXK2 FOXN3 FXYD5 FYN GAA GABARAP GARS1 GART GAS5 GATAD1 GBE1 GCHFR GFI1B GKAP1 GLCCI1 GM2A GNA13 GNAI2 GNB1 GNB2 GNG7 GNS GPI GPR160 GRAMD1A GRINA GRK2 GRK3 GSK3B GTPBP1 HCFC1R1 HELLS HERC3 HIBADH HLA-E HMG20B HMGA1 HMGCR HMGCS1 HNRNPUL1 HPCAL1 HSD17B8 HSF1 ICAM1 IDH2 IFRD1 IFT80 IGHM IL10 IL10RB IL21R IL2RG INHBE INSIG1 INTS6 IRF1 IRF2BP2 IRF9 JUNB JUND KAT8 KCNN3 KDELR1 KDM4B KDM6B KIAA0319L KIF21B KIF3A KLHDC2 KLHL24 KPNA1 KYAT3 LAMA3 LCK LDAF1 LDLR LENG8 LEPR LETMD1 LHFPL6 LILRB4 LPCAT4 LPIN1 LRBA LRIG2 LRRC28 LRRC41 LRSAM1 LSP1 LSS LTN1 MACROD1 MALAT1 MAP1LC3B MAP1S MAP2K2 MAP2K3 MAP4K1 MAPK9 MAPRE2 MARCHF1 MARCHF6 MARCHF9 MARK4 MARS1 MAST2 MAZ MBP MEF2A MEGF9 METRNL METTL9 MFHAS1 MGAT4B MICU1 MID1IP1 MIDN MIF4GD MINK1 MKNK2 MKRN1 MND1 MPST MRPL2 MSMO1 MTA1 MYADM MYLIP NADK NAGLU NAT14 NAXE NBEAL2 NCOA3 NEAT1 NF1 NFAT5 NFE2L1 NFKB2 NFKBIA NLK NLRP11 NME4 NOS3 NPC2 NPIPB3 NR1H2 NUCB2 NUP210 OGFR OIP5-AS1 P2RX5 P4HA1 PACS1 PAN2 PARVB PBXIP1 PCGF5 PCK2 PDCD4 PDK1 PFKL PGK1 PHF13 PHF14 PHGDH PI4KB PIGO PIGP PIK3IP1 PILRB PIM2 PJA2 PKN1 PKN2 PKP2 PLEK PMAIP1 PNKP POLD4 POLDIP3 POU2F2 PPARA PPP1R10 PPP1R14B PPP1R18 PPP1R9B PPP2R5C PRKCSH PRRC2A PSAT1 PTOV1 PTPN6 R3HDM2 RAB11B RAB39B RALA RBFOX2 RBM39 RELB REXO5 RGS1 RGS16 RIMS3 RNU6-1016P RPL13A RPL31 RSRC1 RUNX3 SAMD1 SAT1 SC5D SCARB1 SCD SDCBP SECISBP2L SELENOO SEPTIN6 SERINC3 SESN2 SESTD1 SET SF3A2 SGPP1 SH3GLB2 SHKBP1 SHMT2 SIPA1 SLC1A4 SLC1A5 SLC25A1 SLC25A37 SLC2A3 SLC35A3 SLC38A2 SLC39A9 SLC3A2 SLC43A1 SLC44A2 SLC7A1 SLC7A11 SMIM27 SOCS7 SORL1 SOX5 SPARCL1 SPI1 SPIB SPIC SPOP SQLE SQSTM1 SREBF2 SRRT ST6GALNAC4 STAT1 STAT5B STK4 STN1 STRN4 STS STX16 STX17 STYXL1 SUCLG2 SULT1A1 SUSD3 SYNGR3 TAF1 TAF15 TAFAZZIN TAGAP TAOK1 TARS1 TBC1D1 TBL1X TCF4 TGFB1 THAP4 TIFA TIPRL TKFC TKT TLN1 TLR9 TM2D1 TMC6 TMC8 TMED4 TMEM120A TMPRSS15 TNFAIP3 TNFSF9 TNIP2 TOR3A TP53 TPM4 TPP1 TPRA1 TRAK1 TRIM4 TRIM69 TRIO TSPO TSTD1 TTC3 TUBE1 TUBGCP3 TYSND1 UACA UBE2R2 UBXN6 UBXN7 UCP2 UHMK1 UQCRC1 USP47 UST UVSSA VAMP2 VEGFA VLDLR VMP1 WAC WARS1 WAS WASF2 WASH3P WBP2 WDFY1 WDR33 WIPF1 WNK1 WNT10A WSB1 WWOX YWHAE ZC3H11A ZDHHC5 ZFAND3 ZFP36L1 ZFP36L2 ZMYM2 ZNF207 ZNF277 ZNF318 ZNF581 ZNF627 ZRANB3 GAURNIER_PSMD4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAURNIER_PSMD4_TARGETS B2M C2 C3 C3AR1 C5AR1 CCL1 CCL13 CCL18 CCL19 CCL2 CCL20 CCL23 CCL3 CCL5 CCL7 CCL8 CCR1 CCR10 CCR3 CCR5 CCR7 CD86 CXCL1 CXCL10 CXCL11 CXCL13 CXCL16 CXCL2 CXCL3 CXCL6 CXCL8 CXCL9 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DPB2 HLA-DQA1 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H IFNGR1 IL10 IL12B IL12RB1 IL13RA1 IL16 IL17RA IL18R1 IL1A IL1R2 IL21R IL22RA1 IL6 IL7 NFKB1 NFKB2 RELB TGFB1 TGFBR1 TNF GAUSSMANN_MLL_AF4_FUSION_TARGETS_A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_A_DN AARS2 ACOT2 AGMO AHRR ALDH1A1 ANKS3 APLP1 ASRGL1 ATF3 B4GALNT4 C16orf89 C1QTNF3 C3orf38 CABLES1 CAMK4 CD59 CDH17 CEP72 COL19A1 COL2A1 COLEC10 CPEB2 CSDC2 CXADR CYP2C18 DCC DDX18 EFNA5 ENDOD1 ENPP2 EPPK1 ERLEC1 ESR1 FAM107A FBXO2 FKBP10 GALNT13 GTSF1 GVINP1 HIRA HLA-A HLA-B HLA-DMA HOXD13 IQCG ITGB5 ITIH5 KCNMB1 KLF2 KRTAP1-4 LAMA5 LCP1 LMF1 LOXL4 LRATD2 LRRN4CL LYZ MACC1 MLIP MYO1D NAT1 NPTXR NTN4 PARM1 PCOLCE2 PDE4B PGBD5 PHLDA2 PLEKHA7 PPM1L PYCR1 RACGAP1 RASGRP3 SCARB2 SDSL SEMA3C SEMA3D SH3BGR SLAMF9 SLC22A18 SLC2A3 SLC4A10 SLIT3 SOD3 SPEF2 TACC1 TENT5A TGFB2 TSPAN13 UPK3B VAV3 WNT7B WSCD2 ZNF616 ZNF746 GAUSSMANN_MLL_AF4_FUSION_TARGETS_A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_A_UP ACO1 ADAL ADGRL4 AKAP17A AKR1B10 ANK3 ANKRD28 ANKRD29 ANKRD50 AP1S3 APC ARHGAP32 ARRDC3 ARSJ ATP6V1B2 ATP7A B3GAT1 BRD8 BTBD7 C12orf42 C1QL3 C2CD3 C3AR1 CA5B CAMK1D CCDC103 CCL7 CCN1 CCT3 CD209 CEACAM7 CENPE CFAP91 CHD8 CLSTN1 CMBL CNRIP1 CPSF6 CRYAA CRYL1 CSGALNACT1 CXCL12 DISP1 DNAJA4 DTL DTNA DYNLT3 EBF1 EGR1 EID2 EMC9 EMP2 EN1 ENPP5 ERICH3 FHDC1 FJX1 FLT1 GALNS GAS2L3 GATA6 GDA GJB2 GK GLA GLB1L GMDS GNPDA2 GOT2 GPRIN3 GSDME HBEGF HDAC2 HLA-E HOXA10 HOXA7 HTRA1 HUWE1 ID2 IFI16 IGFBP7 JAM2 JMJD1C KAT7 KDM5C KIF24 KMT5A LHX9 LIG3 LYN LYSMD2 MANBA MAOA MAPRE2 MARK1 MATR3 MAU2 MBTPS2 MND1 MOSPD2 MYH9 MYO5A MYOCD NAP1L3 NAV3 NCAM1 NID1 NIPAL1 NR2C2 NR3C1 NRP1 OLIG2 P3H2 P4HTM PACC1 PAK5 PCDH19 PCSK6 PDE8A PDK1 PFKFB2 PITRM1 PITX2 PLGRKT PLPP3 PLXNA2 PPM1H PRELID2 PRPF3 PRTG QNG1 RBMX RGS2 RIF1 RMDN1 RNF130 RNF138 RP2 RPGR RPL15 RTP4 S1PR3 SBNO2 SBSPON SCRG1 SETD5 SH3KBP1 SLBP SLC20A1 SLC43A3 SLCO1A2 SMOC2 SORD SPDYA SRRM2 SSX2IP ST3GAL6 STEAP2 STRBP SYAP1 SYT12 TCAF1 TDRKH TGM2 THBS2 THOC1 TNFAIP2 TNFAIP8 TNRC6A TP53 TPGS2 TRIM2 TRIM44 TRIM9 TSR2 TTC9 TUBB2B USP14 VEGFD WAC WASL WDR33 WDR37 WIPF1 WLS YES1 YTHDC2 ZDHHC20 ZMYM2 ZNF22 ZNF286A ZNF454 ZNF467 ZNF518A ZNF780A GAUSSMANN_MLL_AF4_FUSION_TARGETS_B_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_B_DN ADH7 NIBAN1 NUPR1 PLSCR4 SH3BP5 TAF9B TRIP12 WNT5A GAUSSMANN_MLL_AF4_FUSION_TARGETS_B_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_B_UP ADAM12 BTG1 CD79B CIB2 CLEC2D COL11A1 CRLF1 DNAJC12 ENPP1 GABRA6 GALNT12 HEATR6 IRGM NRXN1 NUS1 OMD PARP12 PPP1R3C PROKR1 RANBP2 RBM47 RUNX3 TCN2 USP9X WNK3 XIST ZNF385B GAUSSMANN_MLL_AF4_FUSION_TARGETS_C_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_C_DN AHI1 AKR1C4 ARHGAP22 ASNS BCS1L CCDC7 CHAC1 CYS1 DEFA1 DSCAML1 ERMP1 ERO1A GREM2 IAPP IFI16 KLHL4 MLF1 NPY1R PLCL1 RNF187 SLC7A11 TLE4 UCHL1 GAUSSMANN_MLL_AF4_FUSION_TARGETS_C_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_C_UP ACAA1 ACTN3 ALG14 B3GALT1 B3GAT3 B4GALNT1 BNIP2 BRD2 BRDT BTF3L4 BUB3 CA9 CALU CASTOR2 CCAR1 CCDC125 CDC42EP2 CGAS CHMP5 CLDN10 COL27A1 COL5A1 COTL1 COX11 CPT1A CRYBG1 CSNK1A1 CTSF CXCL10 DAPP1 DDAH1 DMP1 DNAJC3 DNMT3A DPY19L3 E2F6 ECRG4 EMC7 ERBIN ERGIC2 FAM13C FAM149A FAM20A FAT4 FBXL3 FGD3 FKBP14 FKBP7 FLT4 FNDC3A FOXN3 GGNBP2 GLIS3 GPR45 GPSM1 H2BC17 HSPA1A HYPK IER5L IFITM1 IFITM3 IFNAR1 INO80 ITGA1 KANK3 KCTD3 KLF12 LACC1 LCORL LFNG LPIN1 LRCH1 LRIG1 LRRC63 LYSMD1 MACROH2A2 MALAT1 MAP2K4 MAP3K1 MAP4K5 MEOX1 METTL27 MFSD8 MIR100HG MIR22HG MRPS15 MSLN MXRA7 NCK1 NEDD9 NEK7 NEMF NES NETO2 NEUROD1 NFKBIE NHERF2 NKTR NXN PDCD6IP PDE1C PDLIM5 PDZD2 PER1 PHIP PIK3CA PLAU PLD3 PLEC PPP1R13B PPP1R16A PPP1R3F PRKAG1 PRPF38B PRPF40B PRPF4B PSMD7 PTHLH PTPRD PUF60 RAB3IL1 RASL12 RASSF3 RBM10 RFX3 RMND1 RORA RPRD2 RPS15A RPS20 RPS6KA5 RREB1 SACM1L SCRN3 SDC1 SH3BGRL2 SLC11A2 SLC12A6 SMR3B SNX13 SOX7 SPEG SRSF11 STAG1 STAT3 TCF4 TCF7 TCL1B TEC TENT2 TIMP3 TLL1 TMC6 TNFRSF19 TOMM20 TP73 TPK1 TRPM5 TSNAXIP1 TUBG2 TXLNB UBE2D3 UGDH UNC13B USP3 WDR6 YIPF2 YIPF4 YWHAZ ZBTB38 ZC3H11A ZIC3 ZMAT2 ZNF182 GAUSSMANN_MLL_AF4_FUSION_TARGETS_D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_D_DN AFP ALDH1A1 APOBR CCNY DUSP4 GPC1 GPC6 PXYLP1 SLC35C2 ZNF616 GAUSSMANN_MLL_AF4_FUSION_TARGETS_D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_D_UP ADCYAP1 ADRA2C ARNT2 CA13 CD302 CD74 CDC14A CYP2B6 DRD2 EIF4G3 EPHB6 EVA1A EVA1B F5 FABP4 FBXO45 FGF9 GPR153 HECW1 KCNAB1 LOXL2 LXN MED13 NPR3 PABPC4L PDE6B PDXP PERP PLA2G7 POPDC3 QPCT RAB9B RIMS4 SERPINE2 SLC16A12 SSBP2 VSIR XPO7 GAUSSMANN_MLL_AF4_FUSION_TARGETS_E_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_E_DN ANGPTL6 ARMCX4 CDSN COL6A3 DACH2 GPNMB GPT2 IGFBP4 ITM2A MGST1 MORC4 NEO1 PEG3 PLAGL1 RAB3B SERPINB9 SGK3 STBD1 TAF7L TRIB3 TUBB3 VLDLR GAUSSMANN_MLL_AF4_FUSION_TARGETS_E_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_E_UP ABCA1 ADGRE5 ADGRG2 ADM AKIP1 ASB5 ASPN ATP1B1 BEND5 BVES C1S CARNS1 CCL5 CD34 CDH11 CDH3 CEMIP CLEC11A CLU COLEC12 CP CRIP1 CRYAB CTBS CTHRC1 CXCL6 CYP7B1 EGR3 ENPP1 EPHA1 FABP3 FLRT3 FOS FOXRED2 GAL3ST4 GAS2 GCA GNRHR GRB14 HAS2 HDAC9 HEY1 HSPA1B ID4 IFIT1B IL13RA1 IL7 INTS12 ISLR KCNF1 KCTD12 KDM6A L1CAM LMCD1 MAN1C1 MEDAG MTUS2 MYO1B NIPAL4 NPNT NREP NTN1 NUDT7 OCIAD2 PCDHB4 PDE10A PDGFRA PDGFRL PLB1 PMAIP1 POSTN PPIG PROCR PTN RAB40B RASL11A RCAN2 RGCC RIOX1 RNF144B S100A10 SEMA3B SERPINA3 SERPINB6 SFRP1 SFRP2 SLC1A6 SLC38A4 SLC5A7 SORBS2 SORCS2 SULF1 SVEP1 TBX20 TGFBI TMT1A YIPF5 ZC2HC1A GAUSSMANN_MLL_AF4_FUSION_TARGETS_F_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_F_DN ABCB8 AGAP1 AKR1B10 ALDH1L2 AMPD3 ATF5 CA6 CD53 CLEC5A CTH ERO1A FGFBP1 GADD45A GHITM GLCE GSTA1 GSTA2 HTATIP2 LHFPL2 LPL MIGA1 MYOM2 NAP1L2 NNMT OPN3 RAET1L RRAGD SERPINB2 SERPINB9 SH3GL3 TFPI TMEM47 TSPAN12 TWIST2 VEGFC GAUSSMANN_MLL_AF4_FUSION_TARGETS_F_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_F_UP ABLIM1 ACTG2 ADAMTS2 ADAMTS4 ADAMTSL4 ADGRG6 ADGRL3 AFAP1L2 AHR ARFGAP3 ARHGAP28 ARHGEF3 ARSB ATP8B4 AUTS2 BHLHE22 BMP4 BMPER BTG2 BTN1A1 C1QTNF1 C1orf54 CACNA1G CARD10 CASP12 CAST CDA CDHR4 CEBPD CLIP4 CLMN CNN1 CNP COL3A1 COL6A1 COL6A2 CSAD CTSH CX3CL1 DAB2 DECR1 DKK3 DNASE2 DRAM1 DYSF ECHDC2 ECM1 EGFR EMILIN2 ENTREP3 ENY2 EPHA4 EPN3 F2RL1 FAM43A FBLN1 FBLN7 FCGRT FEZ1 FGF5 FMOD FST GAS1 GAS6 GJB3 GM2A GPC4 GSTM1 GSTT1 H1-2 H2BC10 HNRNPA3 HS6ST2 IFI44 IFIH1 IFT70B IL17RD IL18 IL4R ISG15 JARID2 KDM7A KIAA1671 KLHL30 L3HYPDH LDB3 LGALS3BP LGALS9 LHX9 LIFR LMO7 LOX LRRCC1 LTBP2 LY6E MAP3K8 MAPK12 MATN2 MEG3 MFAP2 MFAP5 MME NCKAP5 NDRG4 NFKBIZ NPR3 NR4A3 NSD1 NT5E NUAK1 OGN OLFML3 OPTC OR51B2 OSMR OSR1 OTOR PCDHB15 PCDHB18P PCID2 PCNX1 PCTP PDGFB PIBF1 PIK3IP1 PIR PLAC9 PLAT PLCE1 PLCG2 PLEKHA6 PLSCR1 PLXDC2 PNRC1 PREX2 PRICKLE1 PRRC2C PSTPIP2 PTP4A3 RBM26 RCBTB2 RGS4 RNF150 RRAD RSRP1 S100A13 S100A16 SCARA3 SCN3A SDF4 SELENOP SERF1A SERPINB1 SLC16A4 SLC1A3 SLC7A2 SNTA1 SPPL2A SPRY1 SSBP4 ST3GAL5 STING1 SYNM SYNPO TCP11L2 TDRD3 TEK TGFB3 TLE2 TLR1 TMEM141 TMEM154 TMEM176A TMEM176B TMEM30A TNFRSF11B TOX TP53INP1 TTLL7 WNK2 ZFAND5 ZFP36L1 ZNF185 ZNF398 GAUSSMANN_MLL_AF4_FUSION_TARGETS_G_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_G_DN AHNAK AKR1B1 ARL14EP CCDC91 CHST1 CPEB1 CPOX CST6 DGCR6 DUS4L DYRK3 ELMO1 ESS2 ETV1 FAM171B GCH1 GPR19 ING5 LRCH2 MEGF10 MTM1 NMT2 NSD2 PCK2 RAB39B RNF128 RPS6KA2 SERPINB8 SLC6A8 TMEM243 VCAN WDR62 WNT4 ZCCHC2 GAUSSMANN_MLL_AF4_FUSION_TARGETS_G_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUSSMANN_MLL_AF4_FUSION_TARGETS_G_UP ABL1 ABTB1 ACTA2 ADAM6 ADAM8 ADH1C AGPS AGR2 ALDH6A1 ANG ANGPT1 ANKDD1B ANLN ANP32A APP AQP5 ARHGEF17 ARID5B ASCC1 ATG7 ATP9A AVL9 B3GNT6 BAZ2B BBS7 BMF C1D C1QTNF5 C1QTNF6 C3 CBR1 CCDC187 CCDC92B CCN3 CD40 CD48 CEBPA CEL CELF4 CFAP119 CHD1L CHGB CHODL CLCN5 CLMP COG5 CPSF4L CREBRF CRMP1 CRTAM CS CSN1S2AP CSTF2T CTNND2 CXCL3 CYP1B1 CYP2A6 CYP2F1 CYRIA DAAM2 DEFB110 DEPP1 DHH DHRS3 DOCK10 DOCK8 DUSP22 EBF3 EGFL7 EGR2 EIF2S1 EMB EMID1 ENKUR EPB41 EPHA7 EYA3 FBN2 FBXO32 FIBIN FLI1 FOXJ1 FOXQ1 FRRS1L GABRE GAP43 GBP6 GDPD2 GML GNG4 GPALPP1 GPR162 GRHL3 H3C14 HSD17B11 IAH1 IGDCC3 IGF1 IL17RE INPP5K IQUB IRAK4 ITIH2 KAT6A KDM5D KYAT1 LIN7B LPIN3 LRAT LRRC49 LRRC71 LRRC8A LY6G6C LYPD6 LYRM9 LYVE1 MAPT MCU METAP2 MFHAS1 MFRP MGLL MGST2 MMP10 MPPED2 MRGPRF MS4A6A MSL3P1 MUC16 MUSTN1 MXRA8 NANOG NCALD NDN NDNF NEGR1 NF1 NFIB NFX1 NFYC NIPA1 NOL4L NPVF NRARP NSG1 NTF4 NUDT14 OPRM1 OR11H4 OSR2 P2RX5 P2RX6 PALLD PAQR5 PCDHB5 PDCL PDK2 PDZD11 PDZK1IP1 PEG10 PGPEP1L PHF14 PHYHD1 PLP2 POLQ POU3F2 PRKG1 PRMT7 PRPF38A PRXL2B PSMB11 PTPN3 PTPN5 PTPRO RAB38 RAI14 RAMP3 RAPGEF3 RBP1 RELN REP15 RHO RNF122 RNFT1 ROR2 RSU1 SCUBE2 SELP SESN3 SF3B6 SH2D1B SH2D5 SIX2 SLC18B1 SLC26A2 SLC35D3 SLCO6A1 SNAPC3 SORCS1 SPARCL1 SPIRE1 SPON2 SRPK3 ST18 ST6GALNAC2 ST8SIA5 STYXL2 SUB1 SYT11 SYT13 SYTL2 TCEANC2 TET1 THBS1 TMCO2 TMED6 TMEM144 TMEM238L TMEM53 TMEM59L TMSB10 TNFRSF25 TNIP2 TRABD2B TRIP11 TSHZ1 TSLP TTC3 TTC34 UBA6 UBAP2 UBD UBE2L6 UBL3 UBL4B UCHL1 UGT2B17 UROC1 VDR VTA1 ZBTB1 ZBTB42 ZBTB47 ZPBP ZSWIM7 GAUTSCHI_SRC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAUTSCHI_SRC_SIGNALING ID1 ID2 ID3 ID4 SERPINE1 SMAD6 SMAD7 TGFB1 GAVIN_FOXP3_TARGETS_CLUSTER_P2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P2 ABCB1 ADAT2 AIRN ARSB BCL2 BICC1 BMP7 BTG1 C3orf70 CASP4 CCL20 CCL5 CD200R1 CD22 CD7 CEP192 CHST15 CPE CPM CRYBG2 CTSE CXCR3 CXCR5 DAW1 DSP EPS15 FAM20A FCGR2A FIRRM FOXN3 GAA GALNS GEMIN5 GJA1 GSTT2 GUCY1B1 IFI44L IGFBP7 IL17A IQCC ITGA4 KIF23 KLK1 LCK LDHD LIME1 LY6K MBNL3 MTMR9 MYO6 NCKAP1L NEURL3 OTUD4 PADI2 PCM1 PELI1 PEX3 PRICKLE1 PRR5L PSTPIP2 PTGER3 RAB6B RAMP1 RGS11 SANBR SEC61A2 SERPINB1 SIGMAR1 SIK1 SLC2A8 SLFN5 SS18 ST6GALNAC1 TBX21 TM6SF1 TMEM176B TMEM38B TNFSF8 TXNL4A VDR ZNF91 GAVIN_FOXP3_TARGETS_CLUSTER_P3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P3 ABCA2 ACOXL ACP3 ACTG2 ACTR3B AKAP7 ALDOC ALOX15B ARHGEF12 ARL5A ARMCX4 ATP6V0A1 ATP6V0D2 BAIAP3 BCO2 BICD1 BIK C1QTNF6 CAMK2B CAMK2N1 CASP3 CASS4 CBX7 CC2D2A CCR8 CCRL2 CD200R1 CD244 CD47 CD74 CD80 CDCP1 CELA1 CLIP1 CREM CXCR6 CYBB CYP4F8 DGAT2 DGKD DHX37 DNAJB13 DZIP1 EHD3 ENTPD1 EPCAM EPHX1 ERCC8 EVI2A F13A1 FAM234A FAM81A FCMR FGL2 FHIP1A FRMD5 GABARAPL1 GALM GGT1 GJB2 GNAQ GPD2 GPR160 GPR34 GRB7 HDAC9 ID2 IGFBP4 IGFLR1 IGHG1 IKBIP IL10RA IL18 IL18R1 IL21 IRF5 ITCH ITGAE ITGB5 ITGB8 ITSN1 JAK1 KAT7 KHDC1L KLRG1 KY LAMC1 LGMN LYL1 MALAT1 MATK MATN2 MBP MTM1 MYO1E MYO1F NAPRT NCMAP NEO1 OGA PATL2 PDE2A PDE3B PDE7A PEAR1 PGLYRP1 PHLPP1 PKP4 PLXDC1 PNKD POU2AF1 POU2F2 PPM1L PRDM1 PRDX6 PRKCH PSEN2 PTPN13 PTPRJ PTPRVP RABGAP1L RALGDS RAPGEF5 RHOBTB1 RIN2 RNF144A RNF166 RNF216 S100A4 S100A6 SAMSN1 SCART1 SDC4 SDR39U1 SEMA4A SERINC3 SFI1 SLC15A2 SLC22A5 SLC2A3 SLC35D1 SORCS2 SOX4 SP4 SPOCK2 SPTBN1 SRSF2 ST14 ST8SIA1 SYTL2 TCF7 TDRP TGFBR3 TGIF1 THEMIS TMBIM1 TSPAN3 UAP1 USP18 USP48 ZNF608 GAVIN_FOXP3_TARGETS_CLUSTER_P4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P4 ACSBG1 ADH1C AFP ALCAM ALS2CL ANXA4 AOPEP ARHGAP29 ATP8B4 BACH2 CAPG CAPN3 CD79B CD81 CD83 CDKN2C CHD7 CNGA1 CTLA4 CTTN DAPL1 ENC1 EPAS1 ETFBKMT FAH FASLG FOXP3 FRMD4B GADD45B GBP6 GGT5 GPLD1 GPR15 GPR83 GPRC5B GSTO1 HOPX HSPA1B IKZF2 IL1R2 IL1RL1 IL1RL2 IL2RA IL2RB ITGAE ITIH5 KIAA1671 LCLAT1 LYPD6B MAP3K8 MBNL3 MCUB MMD MXD1 MYO10 MYO1C NCF1 NEB NFIL3 NIBAN1 NOL4L NRP1 OSBPL3 PDK1 PENK PIM1 PLAGL1 PMAIP1 PPM1L PRC1 PRKAR1B PXYLP1 RAMP3 RAPGEF4 RFLNB RGCC RILPL2 RRAGD SEMA4A SEMA4F SH3BGRL2 SLC16A5 SLC22A15 SOAT1 ST3GAL6 STON1 STX11 SWAP70 SYT11 TANC1 THEMIS TIAM1 TMIE TNFRSF18 TNFRSF1B TNFRSF4 TNFRSF9 TTC7B TWSG1 VAV2 GAVIN_FOXP3_TARGETS_CLUSTER_P6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P6 ABCB1 ABHD4 ACOT7 ALAD AR ASPM ATF6 AURKA AURKB BIRC5 BMP7 BUB1 BUB1B CCNA2 CCNB1 CCNB2 CCR2 CDC20 CDCA3 CDCA5 CDCA8 CDK1 CENPE CENPF CENPK CEP55 CHDH CKS1B CLSPN CMPK2 CST7 CYSLTR2 DCTD EBI3 FBXW8 FIGNL1 GEMIN8 GINS2 GZMB H1-2 H3C14 HMMR ICAM1 IFI44 IGF2BP3 IL12RB1 IL17RB IRF8 KIF20A KIF2C KSR1 LGALS3 MCM10 MMS22L MTMR7 MYO1F NCAPG NCAPG2 NEDD4 NEK2 NRN1 NUF2 NUSAP1 ODC1 PBK PCLAF PDCD1LG2 PLK1 RAD51 RAD54L RASGRP2 RPL17 RRM2 SERPINA3 SLC25A53 SLC39A4 SNX9 SPAG5 SPC24 SPC25 ST8SIA6 STARD10 TGFBR2 TK1 TKTL1 TMEM38B TNFRSF9 TPI1 TPX2 TYMS UNC119 VARS2 ZCCHC18 GAVIN_FOXP3_TARGETS_CLUSTER_P7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_P7 ABCB1 ACTN1 ADAMTS6 AFP AGPAT4 AHCYL2 AMIGO2 ANXA1 APOBR APP APPL2 ARHGAP20 BMPR2 C9orf152 CYFIP1 CYP2S1 DENND5A DNAH12 DRC1 DST ECM1 EMP1 ENC1 ENO3 ENPP1 EVI2A FAM89A FASLG FGD6 FOS GALM GATA1 GBP2 GLIPR2 GRAMD2B GUCY1A1 GZMK HECTD2 HIPK2 HS3ST3B1 IFITM3 IFT80 IGF2R IKZF4 IL10 INAFM2 ITIH5 JUN KCNK6 KLRD1 LDLRAD4 LRRC8D LYST MAP6 MBNL3 MSRA MTMR3 MXD1 MYO1E NCOA7 NT5E NTRK3 PARD6G PDLIM4 PPIC PPP1R3E PRF1 PRG4 PRNP QPCT RABGAP1L RESF1 RGCC RNF32 SELP SHE SNN SOCS2 SOSTDC1 SPECC1 ST3GAL6 TLR7 TMEM158 TMEM64 TMSB10 TNFRSF13B TRUB1 TTC39B USP27X WLS XKRX GAVIN_FOXP3_TARGETS_CLUSTER_T4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_T4 ADSS2 AHCY AHNAK ANKRD17 ARF1 ATP10D BMPR2 BTG2 C3orf80 CALHM6 CAPG CD38 CD44 CD48 CTLA4 CYFIP1 DENND5A DRG1 ENDOD1 ETFBKMT FAM107B FOXP3 GLUD1 GPRIN3 GPX4 GUCY1A1 GVINP1 HINT1 HIPK1 IGF1R IKZF2 IL1R2 IL2RA IL2RB INPP5F IRF4 ITGA6 ITGAE ITGAV ITGB1 ITGB8 KARS1 LARP1B LRIG1 MAF1 METTL17 MTHFS MYC NIBAN1 NOD1 NOP53 NRIP1 NRP1 NT5E NUCB2 ODC1 OTULIN P2RX7 PENK PLAAT3 PLEKHB2 PLSCR1 PPM1L PSMB3 PSMD4 PSMD8 RESF1 RNH1 RORA RPN2 RRAGD SC5D SELENOK SEMA4A SH3BGRL SH3BP5 SLC30A7 SMPDL3A SMU1 SNX14 SNX18 SOCS2 STAT4 STON1 STX11 SYNGR2 SYT11 TIAM1 TIMM10 TMEM65 TNFRSF9 TRBV11-3 TTC39B WLS XBP1 YWHAQ ZNF622 GAVIN_FOXP3_TARGETS_CLUSTER_T7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_FOXP3_TARGETS_CLUSTER_T7 ADGRG3 AKR1B1 ALG5 AMD1 ANXA6 ATP5F1B ATP5MC2 BACH2 BCL2L11 CAST CCDC22 CCT2 CD2 CD24 CD47 CDC37 CHCHD2 CNTRL CYBA DCTN3 DDX54 ECH1 EIF3B EIF3H EIF3L EIF3M ENO1 FAM50A FIS1 FTL GDI2 GMPS GPR83 GUK1 HCLS1 HNRNPF IK ITM2B JAK1 JAK2 KCNN4 KLHDC2 LGALS1 LIG1 LONP1 LRPAP1 MARCKS MCM6 MDH1 MKRN1 MRPL46 MTF2 MTHFD1 MTMR9 MYC MYL6 NDUFA9 NFKB2 NKG7 NRGN OAZ1 PDRG1 PNP PPDPF PPM1M PRPS1 PSMB8 PSTPIP2 PTP4A2 QARS1 RAC2 RAP1GDS1 RBM33 REEP5 RPL10 RPL18 RPL32 RPS7 RPS9 RTCB RUVBL1 SAMSN1 SAR1A SCART1 SMO SNRPB SPECC1 STAMBPL1 STAT1 STRAP STRN3 SUPT4H1 TIMM13 TPR TRBV11-3 UCK2 UGP2 UNC119B USE1 VIM XPO4 GAVIN_IL2_RESPONSIVE_FOXP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_IL2_RESPONSIVE_FOXP3_TARGETS_DN GIMAP6 KIF1B STK38 TMIE YARS2 GAVIN_IL2_RESPONSIVE_FOXP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_IL2_RESPONSIVE_FOXP3_TARGETS_UP ARMCX4 ELOVL6 FOXP3 GPR83 HIPK2 IL10RA IL2RA IL2RB KIF3B MAP3K8 MCM7 MCUB RRAGD SORD ST14 STING1 SYPL1 TNFRSF4 ZNF608 GAVIN_PDE3B_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAVIN_PDE3B_TARGETS CTLA4 CYBB EBI3 ENTPD1 F13A1 FGL2 GZMB HMOX2 IL10 IL18 IL2RA LAMC1 NCF1 NCF4 NT5E SYPL1 SYT11 SYTL1 SYTL2 TFPI TGFB1 TNFSF10 GAZDA_DIAMOND_BLACKFAN_ANEMIA_ERYTHROID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_ERYTHROID_DN A1CF ABCA5 ACACB ACP5 ACSM3 ACTR2 ACYP2 ADAM22 ADAMTS12 ADM AHCTF1 AHDC1 AHR AHSA2P AIF1 ALOX12 ALOX5AP ANK1 ANXA3 AOAH AP4S1 AP5S1 APOLD1 APOM ARFRP1 ARG2 ARHGEF10 ARIH2 ARL17A ARL4D ARNT ARR3 ASMTL ATG5 ATP8B1 ATPAF2 AURKB AZI2 BAX BBLN BCAT2 BICD1 BLOC1S1 BMP7 BNIP3 BPHL BRCA2 BRD2 BTD BTG1 C10orf88 C1orf50 C1orf54 C6orf62 CAMKK2 CANX CAPN3 CAPZB CASP4 CCDC28B CD44 CDC27 CDC42 CDC5L CDKN1C CDKN2B-AS1 CDV3 CEBPG CELSR2 CFLAR CHST5 CIAO1 CIDEB CIR1 CKB CLASRP CLCN7 CLDN10 CLEC1B CLN5 CMAHP COL2A1 COL8A2 CPA2 CPT1A CST7 CTSB CTSG CTSK CUL5 CYFIP2 CYP1A2 CYP2E1 CYTH2 DALRD3 DAO DBR1 DCAF10 DCLRE1C DCTN3 DCTN4 DCUN1D2 DDIT3 DDX39B DESI1 DIAPH2 DIS3 DMBT1 DNAJC16 DNASE1L1 DOCK1 DPH5 DST DSTNP2 DTWD1 DTX4 ECPAS EDAR EFCAB2 EFNA5 EFNB3 EIF3M ELANE ELOVL5 EML3 ENDOD1 ENPP4 EPHB4 ERAP1 ERN1 F13A1 FAM13A FAM174C FAM30A FBXL4 FBXO9 FEM1B FKBP11 FLII FMO5 GADD45G GALT GAS7 GBF1 GGA3 GID4 GIMAP5 GLP1R GLTP GNA11 GOSR2 GPR12 GPR153 GRK4 GSN GSTM4 H1-2 H2AC6 H2AC8 H2BC12L H2BC5 H2BC6 H2BC7 H2BC9 H4C5 HEATR3 HEMK1 HFE HK1 HMBS HMCES HMGB3P1 HNRNPM HPS4 HSPA9 HSPD1 HTR4 HYI ICA1 IFT27 IGLL1 IKBKE IL10RB IL27RA INF2 INSIG1 IQCK IRGQ ISG15 ITGA4 ITPKC KANK1 KCNN1 KCTD15 KDM4B KIF22 KIZ KLHL20 KRIT1 LAMTOR2 LCN2 LGALS1 LGALS8 LMBR1L LMCD1 LONP2 LPIN2 LYRM2 MACROH2A1 MAGOH2P MAGT1 MAOA MAP4 MAP7 MAPKAPK2 MAX MED14 MED22 METTL2B MFN2 MICA MID1 MID2 MMRN1 MPG MPO MR1 MRPL23 MS4A2 MSH5 MTAP MTERF4 MTHFS MTMR12 MX2 MXD1 MXD4 MXRA8 MYB MYCT1 MYLIP MYO15B MYO9B NAGA NCKAP1L NCOR1 NCOR2 NDE1 NDRG3 NFYA NME3 NME5 NMU NNT NOCT NOPCHAP1 NOTCH2 NQO1 NR2C1 NT5M NTHL1 NUDT2 NUDT3 NUDT6 OBI1 OBSL1 OR1F1 ORAI2 OSGIN2 OSTF1 PAFAH1B2 PAM16 PAQR4 PCGF2 PCIF1 PDXK PEA15 PEX1 PGLS PGM3 PHF8 PHKA2 PIGN PIK3R3 PITPNC1 PLEKHA8P1 PLEKHM1 PLK1 PNO1 PNPLA4 POLD2 POLR2D POLR2F POM121 PPBP PPIAP21 PPIP5K1 PPP1R12A PRG2 PSAP PSG9 PSIP1 PSPH PSRC1 PTCRA PTH2R PURA RAB27A RAB4A RAD1 RANBP17 RAPGEF2 RARS1 RASGRP2 RBM25 RBMS1 RC3H2 RDX RECQL REG3A RET REX1BD RFC5 RHOB RHOBTB1 RIPOR2 RMND1 RMND5B RNASE2 RNASE2CP RNASE3 RNF40 RPAP1 RPL10L RPL12P11 RPL18AP16 RPL23AP1 RPL23AP4 RPL28 RPL29P5 RPL35P8 RPL7P27 RPS20P22 RPS28 RPS3AP5 RPS4XP9 RPS6KA2 RRBP1 RSRC1 SAP30L SCMH1 SCYL3 SDAD1 SDHAF1 SECISBP2L SEL1L3 SENP2 SEPTIN6 SFI1 SGF29 SGSM2 SH3BGR SIVA1 SKAP2 SLC11A1 SLC24A3 SLC27A3 SLC35A3 SLC39A4 SLC7A8 SMAD3 SMG7 SMIM27 SNHG20 SNHG3 SPATA7 SPTBN1 SRPK2 SRR SSBP2 ST3GAL2 SUMO3 SUN1 SUPT6H SUPT7L SYNE3 TAC3 TADA2A TADA3 TAF12 TAF1A TAX1BP1 TBC1D8 TBC1D9B TBXA2R TCF3 TENT4A THAP4 THRA TMCO6 TMEM120B TMEM134 TMEM160 TMEM254 TMEM8B TMPRSS15 TMPRSS6 TMSB15A TNFRSF14 TNFRSF25 TOGARAM1 TOR1AIP1 TPD52 TPM4 TRAF3IP3 TREX1 TRGC1 TRIB3 TRIM52 TRIOBP TSPAN5 TSR1 TUBAL3 TWF2 UBE2D4 UBFD1 UGGT2 UNC5B UPF1 USE1 UTP20 VWF WARS2 WDR45 WEE1 WIZ WNK1 WWC1 XRCC2 XRCC4 YPEL1 ZC2HC1A ZCCHC24 ZDHHC18 ZFYVE26 ZHX3 ZMYM4 ZNF117 ZNF133 ZNF142 ZNF16 ZNF177 ZNF232 ZNF248 ZNF250 ZNF318 ZNF32 ZNF33B ZNF394 ZNF43 ZNF451 ZNF473 ZNF492 ZNF571 ZNF589 ZNF614 ZNF669 ZNF74 ZNF91 ZNF93 ZNRD2 GAZDA_DIAMOND_BLACKFAN_ANEMIA_ERYTHROID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_ERYTHROID_UP AEN ATP6V1B2 CSF1 DDB2 DENND2D DPY19L1 DRAM1 FAS HNRNPR LEPR LIMK2 NSF NUFIP1 NUP62CL PDK3 PRKX SCRN1 SEPHS2 SESN1 SNRNP70 SOS1 SPHK2 TEFM TNFRSF10B TRIM38 UTP6 GAZDA_DIAMOND_BLACKFAN_ANEMIA_MYELOID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_MYELOID_DN APOE ARIH2 CCN3 CD59 CHMP4A CHN2 COX11 COX5B DCLRE1C DCTN3 DNAJA4 EID1 HADHA IFNA10 KLRF1 LSM7 LUZP1 MAPK1 MRPL23 MYLIP NUDT3 PHB1 PITX1-AS1 PNPLA4 POLR2I PQBP1 PRKCD PXMP2 RAB4A RBBP6 RPL10L RPL15P22 RPL28 RPL36 RPS14 RYBP TAX1BP1 THY1 U2 UROD ZNF91 GAZDA_DIAMOND_BLACKFAN_ANEMIA_MYELOID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_MYELOID_UP ARFGEF1 BAX CA2 CAPN7 CENPN CREM DDB2 EFCAB14 ENPP4 FOSL2 FRY HBEGF IPCEF1 MAP4K5 MFSD5 MTMR11 NECAP1 NR4A3 PDE4A PLPP1 RAB20 SEC24A SLC4A7 SRSF1 TENT4A THBD TNFRSF10B TRIM38 ZMAT3 ZNF451 GAZDA_DIAMOND_BLACKFAN_ANEMIA_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_PROGENITOR_DN ADCK2 ADK AGBL5 APEH ARL1 BRCA2 CAD CASP6 CCT6A CDH2 CHPF2 CLGN CNOT8 CPSF6 ELOC EXOSC10 FABP5 FAM149B1 FLT3 GCSH HELLS HSDL2 IBTK IFT74 IGFBP7 IMPACT ITPR2 LAMP2 LSM5 LYPLA1 MAGT1 MAPKAPK5-AS1 NAP1L1 NFYB NOP56 NUCB2 NUDT2 NUP160 NUP54 OXLD1 PDZD8 PFDN4 PHGDH PLAGL1 PNPLA4 PRKDC PRSS2 PTPRD PXMP2 R3HDM4 RAB4A RB1 RPL36 SEC61A1 SKIC3 SMARCA4 SMC5 SPAST SPATA7 TAX1BP1 THOC7 TMSB15A UBA2 VCY ZFX ZNF84 GAZDA_DIAMOND_BLACKFAN_ANEMIA_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZDA_DIAMOND_BLACKFAN_ANEMIA_PROGENITOR_UP ANXA5 ATP6V1B2 BAX CAVIN1 CD83 CHMP1B CREM DHRS1 DNM3 FGF9 FTH1 FXYD6 GABBR1 GGPS1 HLA-DPA1 HLA-DQA1 HLA-G IRF9 LEPROT LST1 MAFF MAP2K4 MRFAP1L1 NACC2 NAMPT PDE10A RAB21 RRAS2 SDAD1 SDHC SEMA4D SLC2A3 STAT4 SUPT4H1 U2AF1 VNN2 VPS13D WIPF2 ZBTB44 GAZIN_EPIGENETIC_SILENCING_BY_KRAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GAZIN_EPIGENETIC_SILENCING_BY_KRAS ASF1A BAZ2A BMI1 CTCF DNMT1 DOT1L E2F1 EED EID1 EZH2 HDAC9 MAP3K9 MAPK1 MRGBP NPM2 PDPK1 PTK2B RCOR2 S100Z SIRT6 SMYD1 TRIM37 TRIM66 ZCCHC4 ZNF354B GEISS_RESPONSE_TO_DSRNA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GEISS_RESPONSE_TO_DSRNA_DN CDC14A DNMT3A EFNB3 MEIS1 MMP1 PARG PCK2 PLAU PRKAR1B STAB1 STAM TOMM70 TP53 TP53I3 VCAM1 WASF1 GEISS_RESPONSE_TO_DSRNA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GEISS_RESPONSE_TO_DSRNA_UP ACSL3 ADAR AFAP1 ANXA1 ATF3 BIRC2 BNIP3 BTN3A3 CCL2 CCL4 CD44 CFLAR CHN1 EIF2S3 ELF3 FGF2 GBP1 GCH1 HMGB2 IFIT1 IGFBP6 IQGAP2 IRF1 KLF4 NFKBIA NMI PLAUR PSMA3 SAT1 SRGN SUOX TAP1 TFPI2 TNFAIP2 TNFAIP3 TNFAIP6 TRAF1 UBQLN1 XPO1 GENTILE_RESPONSE_CLUSTER_D3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_RESPONSE_CLUSTER_D3 ADNP AMD1 BLCAP BMI1 BNIP2 BRD8 C2CD2 CCN1 CDC6 CDR2 CKS2 CNOT2 COIL CRKL DKK1 DR1 E2F2 ELF4 FOXJ3 GINS1 HERPUD1 KIF23 LSM14A MBD2 MCL1 NR2F6 PLK4 PODXL POLE2 POM121 PPP2R1B RHOB RIPK1 RNF4 RPP40 SCHIP1 SERTAD2 SIAH2 SLBP SLC25A44 SSH1 TAF11 TIPARP TLK1 TM4SF1 TNFAIP8 TRAPPC8 TRIM13 TUBGCP3 UNG ZFAND5 ZMIZ1 ZNF623 GENTILE_UV_HIGH_DOSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_HIGH_DOSE_DN ADNP AHDC1 AMD1 ARF6 ARID5B ARL4C ASPH ATF3 ATP13A3 ATP2A2 ATP6V1B2 AURKA AUTS2 BACH1 BCAR3 BDNF BHLHE40 BLCAP BMI1 BMPR1A BNIP2 BRD8 C2CD2 CASP3 CASP8 CCN1 CCN2 CCNB1 CDC6 CDK7 CDK8 CDR2 CEBPD CENPA CHD1 CHSY1 CHTOP CKS2 CLINT1 CNOT2 COIL COL13A1 COX6A1 CRKL CSTF3 CTDSP2 CUL1 CXCL12 DDIT4 DDX17 DDX3X DICER1 DKK1 DLX2 DR1 DUSP1 DUSP11 DUSP5 DUSP7 DYRK1A E2F2 E2F3 EAPP EDRF1 EEF1E1 EFCAB14 EIF4E ELF4 ELOB EMG1 EPS8 FADD FBXO46 FERMT2 FGF5 FILIP1L FOSL2 FOXD1 FOXJ3 FSTL3 FZD2 FZD7 GADD45A GAS1 GATA2 GEM GINS1 GNAI1 GNE GREM1 GTF2E1 H2AC18 H2BC10 H2BC6 HAS2 HBEGF HERPUD1 HMGA2 HMGB2 HMGXB4 HOXB2 HTR6 ID1 ID2 IFNGR2 IGF2BP3 IL11 IL4R ISG15 ITGA6 JMJD6 JUND KANK1 KIF23 KIF2A KLF10 KPNA2 KRIT1 LBR LHFPL2 LPAR1 LRBA LSM14A LSM2 MACIR MAML1 MAP1B MAPK6 MAT2A MBD2 MCL1 MEIS2 MET MFAP1 MLX MMP3 MORC3 MPHOSPH6 MRFAP1L1 MTMR3 N4BP1 NASP NAV3 NCK1 NCOA3 NDUFV2 NFE2L2 NFIL3 NFYA NFYB NIPSNAP2 NOP16 NR2F6 NRIP1 NTF3 NUP153 NUPR1 PAFAH1B1 PCGF3 PDCD10 PDGFRA PGRMC2 PHC2 PHF3 PHTF2 PIKFYVE PITPNB PKP4 PLA2G6 PLK4 PLPP3 PMAIP1 PMP22 PNN PNO1 PODXL POGZ POLE2 POM121 PPP2R1B PPP2R5C PRKCD PRRX1 PRSS3 PTK2 PTPN1 PUDP PUM1 PUM2 PXDC1 QKI RAB11A RAB14 RAB1A RABGAP1 RAD21 RAPGEF2 RARS1 RBM5 RBMS1 RHOB RIPK1 RND3 RNF4 RPL34P1 RPP40 RRAD RRAS2 RUNX1 RYBP SAMD4A SAT1 SATB2 SCHIP1 SEC24B SECISBP2L SERTAD2 SFI1 SIAH1 SIAH2 SLBP SLC20A2 SLC25A44 SMAD3 SMAD7 SMURF2 SNRNP35 SNRNP40 SNX4 SPEN SRF SRSF3 SS18 SSH1 STAM STRN3 STX3 STX7 STXBP3 TAF11 TARDBP TBL1X THBS1 THUMPD1 TIPARP TLE1 TLE4 TLK1 TLK2 TM4SF1 TNFAIP3 TNFAIP8 TNFRSF1A TOPBP1 TPST1 TRAPPC8 TRIB2 TRIM13 TRIP10 TSC22D3 TUBGCP3 UAP1 UBE2G1 UBE2N UBTF UFL1 UGCG UNG USP1 USP10 USP32P2 UVRAG VEGFC WBP1L WEE1 XPO1 ZBED4 ZBTB18 ZC3H4 ZFAND5 ZFP36 ZFP36L2 ZHX3 ZMIZ1 ZMYND8 ZNF117 ZNF146 ZNF217 ZNF623 GENTILE_UV_HIGH_DOSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_HIGH_DOSE_UP ATF3 COL13A1 COX6A1 ELOB FSTL3 GADD45A H2AC18 H2BC10 H2BC6 HBEGF HTR6 IL11 ISG15 LRBA MMP3 NUPR1 PLA2G6 PMAIP1 PRSS3 RRAD SAT1 SFI1 TSC22D3 GENTILE_UV_LOW_DOSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_LOW_DOSE_DN ANGPT1 AP3B1 C2CD2 CDH18 CDH2 CDK14 CEMIP COL13A1 COL6A1 CRADD CXCL12 DDIT4 DDX10 DOCK1 DYNC1LI2 EHBP1 EIF4G3 ERC1 EXT1 FNBP1 FTO G6PD GBE1 HMGA2 IGF1R IGFBP5 LAS1L MARF1 MEIS2 MICAL2 MYO10 NAP1L1 NAV3 PAFAH1B1 PEX14 PHKB PIBF1 PODXL POLA1 PPP2R3A PRIM2 PTPRK PTPRM RASA1 RBMS1 RFTN1 SAMD4A SATB2 SEMA3C SEMA5A SIPA1L1 SLC20A2 SLIT2 STK39 STX12 TBC1D30 TPST1 UBL3 USP32P2 UTRN VEGFC WWOX XYLT1 ZNF804A GENTILE_UV_LOW_DOSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_LOW_DOSE_UP BTG2 CCDC86 CCNE1 CDKN1A CSNK1G2 EFNB1 FDXR GDF15 GPRC5A GTF2H4 H2AC18 HSPA1A HSPA1B IL11 ISG15 PLK2 PMAIP1 PPP1R8 RSL1D1 SMOX SOX4 SYF2 TAP1 TOB1 ZNF263 GENTILE_UV_RESPONSE_CLUSTER_D1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D1 ASPH CASP3 DDIT4 DUSP1 E2F3 GEM GREM1 ITGA6 NOP16 PHTF2 RND3 SNRNP35 STX3 STXBP3 TOPBP1 WEE1 ZNF117 GENTILE_UV_RESPONSE_CLUSTER_D2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D2 AUTS2 BACH1 BDNF CENPA CHD1 DUSP5 EDRF1 EIF4E GAS1 GTF2E1 HAS2 ID1 ID2 KIF2A MAP1B MAT2A MTMR3 N4BP1 NFE2L2 NRIP1 NTF3 NUP153 PCGF3 PHF3 PNN RAPGEF2 RPL34P1 RUNX1 RYBP SATB2 SECISBP2L SMAD7 SNX4 THBS1 TNFAIP3 ZBED4 ZC3H4 ZNF217 GENTILE_UV_RESPONSE_CLUSTER_D4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D4 ARF6 ARID5B ATP13A3 ATP2A2 AURKA BHLHE40 BMPR1A CCN2 CCNB1 CHSY1 CLINT1 DDX17 DDX3X DICER1 DUSP7 EEF1E1 FILIP1L FZD7 GATA2 GNAI1 GNE HMGA2 HMGB2 KANK1 KLF10 KPNA2 KRIT1 MAPK6 PDCD10 PHC2 POGZ PPP2R5C PUM1 RAB1A RAD21 RAPGEF2 RBM5 SAMD4A SEC24B SIAH1 SLC20A2 SMURF2 SNRNP40 SPEN THUMPD1 TPST1 UAP1 UBE2G1 UFL1 USP1 USP10 XPO1 ZBTB18 ZFP36 GENTILE_UV_RESPONSE_CLUSTER_D5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D5 ATP6V1B2 DLX2 DUSP11 DYRK1A FADD FERMT2 FGF5 FOSL2 HOXB2 JMJD6 LBR LHFPL2 MAML1 MLX MPHOSPH6 MRFAP1L1 NAV3 NCOA3 PIKFYVE PITPNB PKP4 PNO1 PXDC1 SRF SRSF3 SS18 STAM TARDBP TLK2 UBE2N UBTF VEGFC WBP1L ZFP36L2 ZHX3 GENTILE_UV_RESPONSE_CLUSTER_D6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D6 AHDC1 ARL4C BCAR3 CDK7 CHTOP CSTF3 CXCL12 EPS8 FZD2 HMGXB4 IFNGR2 IGF2BP3 LPAR1 MACIR MEIS2 MFAP1 NCK1 NFIL3 NFYA NFYB PAFAH1B1 PDGFRA PRRX1 PTK2 PUM2 QKI RAB14 SMAD3 STRN3 TLE4 TRIB2 UGCG USP32P2 ZMYND8 ZNF146 GENTILE_UV_RESPONSE_CLUSTER_D7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D7 CASP8 CDK14 CDK8 CEBPD CTDSP2 CUL1 EAPP EFCAB14 EMG1 FBXO46 FOXD1 IL4R JUND LSM2 MET MORC3 NASP NDUFV2 NIPSNAP2 PGRMC2 PLPP3 PMP22 PRKCD PTPN1 PUDP RAB11A RABGAP1 RARS1 RBMS1 RRAS2 SPOP STX7 TBL1X TLE1 TNFRSF1A TRIP10 UVRAG GENTILE_UV_RESPONSE_CLUSTER_D8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D8 ARHGEF7 CBX3 CDYL EMP1 FYN HEG1 HIVEP2 HMGCR HMGN4 HNRNPH3 INSIG1 IRS1 JUN MAPK14 MARCKS MN1 MT1X NACC2 NR2F2 NREP PARP1 PPID PPP1R12A RBM15B REV3L SLC7A6 SPRED2 SQLE STK24 STK38 TAB2 THAP11 TOP2A TSPAN5 TWIST1 YY1 ZCCHC24 GENTILE_UV_RESPONSE_CLUSTER_D9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTILE_UV_RESPONSE_CLUSTER_D9 ACVR1B ADM AGTR1 CCNA2 CCNG1 CCSER2 CD2AP CITED2 DNAJB1 DYRK2 HOXB6 IDI1 IST1 KIAA0232 KLF9 LPCAT1 NAP1L1 PALM2AKAP2 PRRC2C RBPJ RRS1 SWAP70 TGIF1 TMEM97 TRIM32 UBR5 GENTLES_LEUKEMIC_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTLES_LEUKEMIC_STEM_CELL_DN ANLN CCL5 CCNA1 CD38 CLC CPA3 CSTA DDX53 DLGAP5 IL36B MND1 MS4A3 OLFM4 PCLAF RNASE2 RNASE3 SKA3 STAR ZWINT GENTLES_LEUKEMIC_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GENTLES_LEUKEMIC_STEM_CELL_UP ABCC2 BIRC3 CD34 EBF3 EFCC1 EVI2A FBXO21 FCMR GIMAP2 GIMAP6 GIMAP7 GSAP GUCY1A1 HECA HLF HOPX ICAM1 LGALSL LTB MEF2C MMRN1 PCDHGA10 RBPMS SETBP1 SH3BP5 SLC37A3 SLC38A1 TMEM200A VNN1 GEORGES_CELL_CYCLE_MIR192_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GEORGES_CELL_CYCLE_MIR192_TARGETS BCL2 BRCA1 CDC14A CDC7 CDC73 CDK14 CRK CTCF CUL5 DBF4B DEK DLG5 DTL EMP1 ERCC3 EXTL2 FGF2 HOXA10 HRH1 KIF14 KIF20B KIF23 LMNB2 MACF1 MAD2L1 MCM10 MCM3 MCM6 MIS12 MKI67 MTSS1 NBN NCAPH NEK1 NFIB NFYA NIN PAFAH1B1 PIM1 PLAU PLS3 POLQ PPP1CA PRPF38A RACGAP1 RAD1 RAD21 RAD51 RAP1GAP RB1 SEPTIN10 SERTAD2 SH3BP4 SMARCB1 TDG TDP1 TENT4A TENT4B TOP1 TUBGCP3 USP1 UVRAG GEORGES_TARGETS_OF_MIR192_AND_MIR215 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GEORGES_TARGETS_OF_MIR192_AND_MIR215 AASDHPPT ABCB10 ACADSB ACSF3 ACSL1 ACTR1B ACTR2 ACVR2A ACVR2B ADGRG6 AFAP1L1 AGL AGO2 AGPAT5 AHSA2P AKAP11 AKAP7 ALCAM ALDH5A1 ALDH9A1 ALG10 ALG10B AMMECR1 ANAPC10 ANAPC15 ANG ANKRD13A ANKRD6 ANLN ANO6 AP1S2 AP3M2 APC APOLD1 APPL1 ARFGEF1 ARHGAP11A ARHGAP19 ARHGAP29 ARHGEF10 ARL2BP ARL4C ARL6IP1 ASPH ASPM ASRGL1 ATAD1 ATAD2 ATAD5 ATF1 ATG10 ATG4A ATP5MG ATP6V1G1 ATRNL1 B3GALNT1 B3GNT5 B4GALT6 BARD1 BBOF1 BBS7 BCL2 BCL2L13 BCOR BCORL1 BICD1 BICRAL BIVM BLM BLTP3A BMAL2 BMP2K BMPR2 BORA BRCA1 BRCA2 BRIP1 BTC BTF3L4 BTNL9 BUB1B C16orf46 C17orf58 C18orf54 C1QTNF3 C1orf198 C1orf53 C21orf91 C2orf49 C5orf34 C6orf62 C9orf163 CA13 CA8 CAB39L CADPS2 CAMK4 CASP7 CCDC121 CCDC14 CCDC15 CCDC174 CCDC18 CCDC47 CCDC7 CCL3L3 CCNE1 CCNO CCNY CCSAP CCZ1 CCZ1B CD164 CD83 CDC14A CDC20 CDC25A CDC7 CDCA4 CDK14 CDKN2A CDKN2D CDKN3 CDON CEMIP2 CENPA CENPE CENPF CENPI CENPK CEP128 CEP19 CEP295 CEP43 CEP55 CEP78 CERS6 CFL2 CGNL1 CHD7 CHDH CHM CHML CHPT1 CHST12 CHSY3 CIB2 CILK1 CIT CKAP2L CKAP4 CKLF CLIP4 CLK1 CLK4 CLN6 CLSPN CLSTN1 CLVS1 CMPK1 CMPK2 CMTM6 CNEP1R1 CNTNAP3 COBLL1 COCH COPS7A COQ3 CORO2B CPSF6 CREBL2 CREBZF CRK CRLF3 CTCF CTH CTNNBIP1 CTPS2 CUL5 CUZD1 CYP24A1 CYP4V2 DBF4B DBT DCBLD2 DCP1A DDHD1 DDX3X DDX50 DEAF1 DEGS1 DEK DENND11 DENND1A DEPDC1 DGCR11 DHCR24 DHFR2 DICER1 DIMT1 DIS3L DLG5 DLGAP5 DNAJB4 DNAJB5 DNAJB9 DNAJC19 DNAJC3 DNAL1 DSN1 DST DSTYK DTL DUSP16 DYRK1A E2F8 EAF1 EAF2 ECT2 EDRF1 EEA1 EEF1A2 EFCAB11 EFNB2 EGR1 EHBP1L1 EIF2AK3 ELL2 ELOA ELOCP3 ELOVL1 ELOVL5 EMB EMC1 EMC7 EME1 EML1 ENC1 ENDOD1 ENPP4 ENTPD7 ENTREP1 EOGT EPDR1 EPM2A EPM2AIP1 EPS8 ERCC3 ERCC4 ERCC6 ERCC6L ERFE ERICH5 ERMP1 ESCO2 EXTL2 FAAP20 FADS1 FAIM FAM110C FAM111B FAM120AOS FAM171B FAM199X FAM20B FAM222A FAM241A FAM241B FAM83D FANCI FANCM FAXC FBN1 FBXO25 FBXO3 FBXO31 FBXO36 FBXO4 FBXO5 FBXW2 FEN1 FERMT1 FGF2 FHDC1 FIRRM FKBP15 FLVCR1 FNBP1 FNDC3B FOS FOXA1 FOXD1 FUBP1 FUT11 FZD1 FZD4 FZD7 G2E3 GAB2 GABPB2 GALNT12 GAREM2 GARIN5A GAS2L3 GATAD1 GATB GATM GCH1 GEN1 GFOD1 GID8 GINM1 GLCCI1 GNAS GNRH1 GPANK1 GPC4 GPR137C GPR180 GPR19 GPR37 GPSM2 GRHL1 GRK3 GULP1 HACD3 HADH HAS3 HASPIN HAUS3 HBEGF HCN3 HCN4 HERC2 HES6 HESX1 HIBADH HINT3 HJURP HMGCS1 HMMR HNF1B HOOK3 HOXA10 HOXA13 HOXB9 HS3ST3B1 HSPA2 HSPBAP1 HYCC1 HYCC2 HYLS1 ICAM3 ID1 ID2 IDI1 IFNLR1 IFRD1 IGF1R IL15 IL17RB IL1R1 IL1RAP IL6ST IL7 IMPA1 INIP INPP5F INSIG1 IQCC IQGAP1 IRAK1 IRAK4 IRX4 ITGAV ITGB1 JADE1 KAT2B KBTBD11 KCNMB4 KCNS3 KCTD12 KCTD15 KDM1B KDM4D KHDRBS3 KIAA1143 KIAA1958 KIF14 KIF15 KIF18A KIF20A KIF20B KIF23 KIF24 KIF5B KIF5C KIFC1 KLF10 KLHL15 KLHL23 KLHL42 KLHL8 KNL1 KPNA5 KRT18P8 L2HGDH LAMTOR5 LARP1B LARS1 LEAP2 LEPROTL1 LGMN LHFPL6 LIMCH1 LIMS1 LIN9 LIPA LMAN1 LMLN LMNB1 LMNB2 LRIG1 LRP8 LRRC58 LRRC8C LRRCC1 LRRFIP1 LRRFIP2 LSM14B LYPD6 LYRM7 LYSMD3 MACF1 MACIR MAD2L1 MAN2A2 MANF MAP1LC3B MAP6D1 MAPK9 MBNL3 MCAM MCM10 MCM3 MCM6 MCM9 MDC1 MDM4 MED22 MEIS2 MELTF METTL9 MEX3B MFSD13A MFSD14B MIB1 MINDY2 MIPOL1 MIS12 MIS18BP1 MKI67 MMAB MMP20 MNS1 MOAP1 MOSMO MPZL1 MRPL13 MRPL43 MRPL50 MRTFB MSH6 MSN MSRB3 MT1F MT1X MTDH MTERF3 MTMR12 MTRFR MTSS1 MXI1 MYB MZT1 N4BP2 NAA20 NAA50 NAB1 NBN NCAPH NCBP1 NCEH1 NCOA3 NDE1 NDFIP2 NEDD1 NEIL3 NEK1 NEMP1 NFIB NFKBIZ NFYA NHLRC3 NHSL1 NIN NIPA1 NIPAL1 NKRF NKX3-1 NLK NMI NMU NOB1 NOD2 NOL12 NOXO1 NPHP3 NPNT NPTXR NREP NRG4 NSD2 NSD3 NSF NT5M NUCB2 NUCKS1 NUDT15 NUF2 NUFIP1 OBI1 OGFRL1 OPA1 ORC1 OSBPL10 OSBPL6 OSBPL8 OTUB2 OTUD1 OTUD3 OVOL1 PABPC4 PAFAH1B1 PAK6 PALS1 PANX1 PARN PARP16 PASK PAWR PCDH7 PCGF5 PCOLCE2 PCSK9 PDLIM3 PERP PGAP4 PGM3 PHC2 PHF10 PHF19 PHF6 PHTF1 PHTF2 PIF1 PIGM PIGX PIM1 PIP4K2B PITPNB PITPNC1 PKP4 PLAGL2 PLAU PLCE1 PLEKHF2 PLEKHG2 PLK4 PLOD1 PLS3 PMF1 PODXL POGLUT3 POLA2 POLQ POU2F1 PPARG PPAT PPM1A PPP1CA PPP1CB PPP1R12A PPP1R18 PPP1R26 PPP2R2D PPP2R3B PRADC1 PRDM4 PRICKLE1 PRIM1 PRIMPOL PRKAA2 PRKAR1A PRKD3 PRNP PRPF38A PRPS2 PRRC1 PRRG4 PRSS23 PSMC3IP PSMD6 PSRC1 PTBP2 PTGR3 PTPRE PTS PURA PXDC1 PXDN RAB11FIP2 RAB1A RAB23 RAB27A RAB2A RAB3B RAB40B RAB6C RAB8B RACGAP1 RACGAP1P1 RAD1 RAD21 RAD51 RAD54B RADX RAP1GAP RASSF8 RB1 RBP7 RCBTB2 RDM1 RECQL REEP1 RET RFC4 RFLNB RFWD3 RHOBTB3 RIC8B RIMKLA RMI1 RNASE4 RNASEL RNF141 RNF26 RNF6 RNPC3 ROPN1L RP9P RPAP2 RPAP3 RPGRIP1L RPS6KB1 RSBN1 RSBN1L RSRC1 RTKN2 RUFY3 SAMD13 SAMD3 SAMHD1 SANBR SAP30 SARAF SASS6 SATB2 SAYSD1 SBDSP1 SCD SCMH1 SCRN3 SEC23B SEC24D SEC63 SEMA4D SENP1 SERAC1 SERTAD4 SFR1 SGCB SGMS2 SGO2 SGPP1 SH2B3 SH3BP4 SIRT1 SIX4 SKA1 SLC16A14 SLC16A6 SLC16A7 SLC19A2 SLC1A4 SLC25A30 SLC25A40 SLC25A51 SLC26A2 SLC35B4 SLC35F3 SLC35G1 SLC39A1 SLC39A8 SLC39A9 SLC46A3 SLC7A11 SLC7A2 SLC9A5 SLCO3A1 SLF1 SLF2 SMARCA2 SMARCB1 SMC2 SMC4 SNRPD1 SNX10 SNX13 SOAT1 SOWAHC SP4 SPAG9 SPATA13 SPCS3 SPIN4 SPRY4 SPTBN1 SRD5A1 SS18 ST3GAL6 STAM STAMBPL1 STIL STK17B STK3 STOX2 STX7 STXBP4 SYNCRIP SYNGR1 TAF9B TARDBP TBC1D22B TBC1D31 TBL1X TCAM1P TCF7 TCFL5 TCHP TDG TDP1 TENT4A TENT4B TEX30 TFCP2L1 THBD THEM6 THOP1 TICAM2 TICRR TJP2 TLCD5 TMC3 TMED10 TMEFF1 TMEM106A TMEM164 TMEM169 TMEM17 TMEM170B TMEM200A TMEM200B TMEM30A TMPO TMTC2 TMTC3 TMTC4 TNFSF12 TNFSF13B TOP1 TOP1P1 TOPBP1 TOR1AIP1 TOR1B TOR3A TPGS2 TPM4 TRAF3IP3 TRAIP TRIB3 TRIM23 TRIM59 TRIM68 TRIP13 TROAP TRPC1 TRPV1 TTF2 TTK TTPA TUBGCP3 UACA UBASH3B UBE2D1 UBE2D2 UBE2V2 UBE2W UBIAD1 UBL3 UCK1 UGT8 UNG UPP1 UQCRC2 USP1 USP12 USP14 USP18 USP34 USP45 USP54 UVRAG VANGL1 VASH2 VGLL3 VPS13C VXN WDCP WDR47 WDR76 WNT3 WWC2 WWC3 XIAP XK XPO1 ZBTB10 ZBTB14 ZBTB18 ZBTB33 ZBTB34 ZBTB6 ZC3H12C ZDHHC2 ZDHHC23 ZFP1 ZFP30 ZFYVE28 ZIC5 ZMAT3 ZMYM1 ZMYND11 ZNF114 ZNF165 ZNF184 ZNF200 ZNF215 ZNF226 ZNF230 ZNF248 ZNF267 ZNF273 ZNF320 ZNF346 ZNF385B ZNF443 ZNF449 ZNF45 ZNF519 ZNF525 ZNF611 ZNF641 ZNF652 ZNF701 ZNF704 ZNF780A ZNF823 ZNF85 ZNHIT3 ZSWIM3 ZXDC GERHOLD_ADIPOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERHOLD_ADIPOGENESIS_DN AKR1B1 ANXA2 ANXA3 ANXA5 ATF1 BAX BID CASP8 CCL7 CCN1 CCN2 CCND1 CCND2 CCT2 CCT5 CD44 CD81 CD9 CDC37 CDK4 CEBPD CRYAB CXCL12 DDB1 DNAJB1 ECM1 EEF2 EIF3C FGF7 FN1 G0S2 GAS1 GAS6 GAS7 HGFAC HSPA8 IER3 IFRD1 IL11RA IL1R1 IL4R ITGB1 MMP14 PDCD2 PDGFRB PLAT SAE1 SAMHD1 SDC1 SOX4 THBD THBS1 THBS2 TNFAIP2 TUBA1A TUBB UBTF UCP2 VCAN VDR XDH ZNF148 GERHOLD_ADIPOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERHOLD_ADIPOGENESIS_UP ACADS ACADVL ACSL1 ADIPOQ ADRB3 AGT ALDH2 ANAPC1 APOE BCKDHA CD36 CEBPB CFD CIDEC COX8A CPT2 CRAT DDIT3 FABP4 FABP5 FASN GADD45A GCLM GHR GPX4 IGF1 ITGA7 LDHA LDHB LIPE MCL1 MNT PC PDHA1 PLIN2 PMP22 PPA1 PPARG SCD SCP2 SPARCL1 SQSTM1 STAT1 STAT3 STAT5A VEGFA VEGFB VLDLR GERHOLD_RESPONSE_TO_TZD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERHOLD_RESPONSE_TO_TZD_DN AGT APOE CD81 CEBPD CFD CRYAB CXCL12 GHR MCL1 MNT PMP22 PPARG SOX4 GERHOLD_RESPONSE_TO_TZD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERHOLD_RESPONSE_TO_TZD_UP CASP8 CCND1 CCND2 FABP4 G0S2 HGFAC GERY_CEBP_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GERY_CEBP_TARGETS ABCA1 ABCD2 ABHD5 ACSL1 ACTA2 ADSS1 ALDH3A1 ANGPTL4 ANK3 APBB1IP ATF3 BAG3 BAIAP2 BCKDHB BTG2 C3 CAPRIN2 CD1D CD47 CD68 CHORDC1 CLU CRABP2 CXCL3 CXCL6 CYB5R1 DBP DCN DDIT3 DNAJB1 DNAJB2 DNAJB9 DUSP1 DYNLT2 ECHS1 EIF1AX ELMOD3 ELOVL6 EREG FGF7 FHL2 FOS FOXF2 FOXG1 GADD45B GADD45G GCH1 GIPC2 GLA GLRX GML GPCPD1 GREM2 GSDME H2AC18 H2AC8 H2BC10 HBEGF HGF HGSNAT HIPK1 HMGCR HMOX1 HP HSPA1A HSPA1B HSPH1 HTATIP2 ID2 ID3 IER2 IFI16 IFRD1 IGF2 JUNB KLF4 KNG1 LCN2 LPGAT1 LPL LSS LYZ MAFK MKNK2 MVD NGF NR1D1 NSDHL NUS1 NXPH2 ORM2 PEA15 PER2 PIM1 PLAT PLAUR POSTN PPARG PPP1R15A PRNP PROCR PTX3 RASL11B RDH11 RGS2 RNASE3 RNH1 RRAD S100A3 S100A8 SAA3P SAT1 SERPINB2 SERPINB9 SERPINI1 SH3GL3 SLFN12L SSR1 TFRC TGM3 TGOLN2 TMEM45A TNFAIP6 TOM1L1 TRIB3 USP17L2 VCAN WFDC21P WWC1 XDH ZFAND2A GESERICK_TERT_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GESERICK_TERT_TARGETS_DN BHLHE40 BTG2 DUSP6 EGR2 ELN ERRFI1 FOSB GADD45B GADD45G HBEGF HEY1 IER3 JUNB KLF10 KLF4 KLF9 NFIL3 NFKBIZ NR4A1 SIAH2 ZFP36 GHANDHI_BYSTANDER_IRRADIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHANDHI_BYSTANDER_IRRADIATION_DN CNKSR3 CNTNAP3 EPHA4 EPHB3 MAPT MYH11 RGMA S100P SLC5A3 SMAD6 USP41P WWOX GHANDHI_BYSTANDER_IRRADIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHANDHI_BYSTANDER_IRRADIATION_UP AHR ATP6V1C1 B3GNT5 BCL2A1 BIRC3 C2CD4B C9orf72 CD69 CREB5 CXCL1 CXCL10 CXCL2 CXCL3 CXCL5 CXCL8 DNAJB4 DUSP2 DUSP5 EPB41L4B FGF2 G0S2 GADD45G GCH1 GCLM GPR68 HSD11B1 IFNE IL13RA2 IL1A IL1B IL33 INHBA IRAK3 KYNU LAMB3 LIF LRRC8B MCTP1 MCTP2 MIR23AHG MMP1 MMP10 MMP3 MT1B MT1E MT1G MT1H MT1X NAMPT NAMPTP1 NFKBIZ OSGIN2 PHEX PLA2G4A PLEK2 POPDC3 POU2F2 PPP4R3B PRR7-AS1 PTGES PTGFR PTGS2 RELB RGS9 RNF128 SAT1 SERPINB2 SLC16A6 SLC16A6P1 SLC39A14 SLC39A8 SLC6A15 SLC7A11 SOD2 SRSF12 STC1 TCIM TESC TNFAIP3 TNFSF15 TSLP TUT7 ZC3H12C ZSWIM8 GHANDHI_DIRECT_IRRADIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHANDHI_DIRECT_IRRADIATION_DN ARHGEF25 ARHGEF37 BCL11A BRINP3 CCDC85C CNKSR3 DEPP1 ELANE EVI5L FAM50B FZD4 G6PD HOXB3 IRF1 KCNK3 MDFI MIDN MN1 MRPS6 NFE2 NR3C2 OLFML2B OPRL1 PBX2 PER1 PLEKHA6 PRDM6 PTK7 RGMA S100P S1PR1 SEMA4D SYBU TOX VSTM2L GHANDHI_DIRECT_IRRADIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHANDHI_DIRECT_IRRADIATION_UP AEN ANKRD20A1 ANXA10 ASCC3 BBC3 BCL2A1 BIRC3 BLOC1S2 BMP2 BTG3 C2CD4B C3orf52 CDKN1A CLDN1 CREB5 CXCL1 CXCL2 CXCL3 CXCL5 CXCL8 CYP26B1 DKK1 DUSP2 E2F7 EYA3 FAM20A FAS FGF2 FRMD4A G0S2 GADD45A GCH1 GDF15 GDNF GPATCH2L GPR68 HIP1 HSD11B1 HSPA4L IFNE IL11 IL12A IL1A IL1B IL33 IL6 INHBA KYNU LAMB3 LAMC2 LIF LRP8 MDM2 MIR23AHG MMP1 MMP10 MMP3 MT1B MT1E MT1G MT1H MT1X MT2A MYBL1 MYPN NAMPT NAMPTP1 NEFM NFKBIZ NPIPB13 OR11A1 OSBPL3 PIDD1 PLCL2 PLEK2 POLH POU5F1 PPP6R1 PRDM1 PTGFR PTGS2 PTPRE RELB RGS9 RRM2B SERPINB2 SESN1 SLC16A6 SLC16A6P1 SLC30A1 SLC7A11 SMC5 SOD2 TCIM TESC THBS1-IT1 THSD1 TIGAR TNFAIP3 TNFRSF10B TNFRSF10C TRIAP1 TSLP VWCE ZC3H12C GHO_ATF5_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHO_ATF5_TARGETS_DN ACTN4 BTN3A2 CCND3 DUSP1 ID1 ITGA2 ITGA5 KIF20A RND3 RPN1 RRAS SLC2A1 TECR TMED9 TRIP13 YWHAH GHO_ATF5_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GHO_ATF5_TARGETS_UP ATP11B EIF4G2 GPT2 IFT88 ITIH3 LAMB2 NEB NOP58 RBM45 RHOBTB1 RIF1 TAB2 ZNF658 GILDEA_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GILDEA_METASTASIS ADIRF AKR1C3 ARHGDIB BST2 CAVIN3 COL5A2 CPQ DUSP4 FN1 GBP1 GLIPR1 HNMT IFI16 IFI27 IGFBP4 IGFBP5 KRT19 MPZL2 MYL9 PTX3 RAC2 SLC2A10 SMARCA4 SPARC SRGN TACSTD2 TAGLN TIMP3 VAMP5 GILMORE_CORE_NFKB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GILMORE_CORE_NFKB_PATHWAY BCL3 CHUK IKBKB IKBKE IKBKG NFKB1 NFKB2 NFKBIA NFKBIB NFKBIE REL RELA RELB GINESTIER_BREAST_CANCER_20Q13_AMPLIFICATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GINESTIER_BREAST_CANCER_20Q13_AMPLIFICATION_DN ACE ACSL5 AGO4 AKAP13 AMY2B ANKLE2 ARHGAP17 ASMTL-AS1 ATXN7 BAG6 BRD2 BTAF1 BTN2A1 C2orf68 CALML4 CAMK2G CAPN15 CASP4 CCDC77 CCDC93 CCNJ CCNL1 CDC42SE1 CHD2 CHEK1 CHTOP CLASRP CLK3 CNTRL COG3 CSNK2B CYBA CYTH1 DAPK2 DAZAP1 DDX11 DDX39B DENND11 DGKZ DHX16 DHX37 DMD DNHD1 DNM2 DOCK7 DPH7 DXO ECHDC1 EHBP1L1 EHMT2 EIF4G1 ENGASE EPM2AIP1 EWSR1 EXOC3 FBXL18 FBXL19 FNBP4 FUBP1 FURIN GBA2 GPC2 GRAMD4 GRIPAP1 GTPBP2 HCFC1 HINT1 HLX HNRNPD HNRNPH3 HSPBAP1 ITFG2 ITPR3 ITSN2 KDM4A KHDC4 KIFC1 LARP1 LENG8 LIMD2 LINC01004 LINC01355 MAD2L1BP MADD MBD4 MCM3 MCM5 MIR3682 MIRLET7D MKI67 MLXIP MON2 MSH5 MSL2 MYO9B NAA16 NPIPB3 NSUN4 NSUN5 NSUN5P1 NUP214 NUP62 OFD1 PABPN1 PARP6 PASK PCGF6 PGS1 PHACTR4 PHF11 PLXND1 PML PNN PODXL POGLUT1 POLR1A POLR1HASP PPARD PPHLN1 PROSER1 PRRC2A PSPC1 PTBP1 PTOV1-AS2 PUM1 QSOX2 QTRT2 RAB35 RABGAP1 RAPGEF1 RBM26 RNF220 RNPS1 RPS6KA1 RUBCN SBNO2 SET SF1 SFPQ SH3BP5-AS1 SLC15A4 SLC18B1 SLC23A2 SLC25A25-AS1 SMARCD1 SMC4 SMC6 SNAPC4 SNHG26 SRSF2 ST14 SUPT20H SUPT7L SZT2 TAFAZZIN TAPBP TBRG1 TCIRG1 TCOF1 TEPSIN TINAGL1 TJAP1 TLN1 TMC6 TMEM147-AS1 TNFAIP2 TNFRSF25 TNIP1 TOPBP1 TRA2A TRRAP TSPOAP1 TSPOAP1-AS1 TYW5 UQCC2 WDTC1 XPO5 XPO6 ZMIZ2 ZNF142 ZNF316 ZNF318 ZNF436-AS1 ZNF532 GINESTIER_BREAST_CANCER_20Q13_AMPLIFICATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GINESTIER_BREAST_CANCER_20Q13_AMPLIFICATION_UP ADCY1 ADD1 ADH4 ADNP ANG AP1AR ARFGEF2 ARFGEF3 ATP2B4 ATP5F1E AZI2 BAIAP3 BCAS4 BLOC1S6 BLVRB BNIP3L C20orf141 CACNG4 CAVIN2 CDS1 CFD CTNNBL1 DAAM1 DDX27 DIXDC1 DMAC2 DMAC2L DNAJB14 DNAJC21 DNAL1 DPM1 DSCR10 EFCAB11 ELP2 EMILIN3 ENPP1 ERGIC3 ESR1 F2R FITM2 FNIP1 GINM1 GRID1 HSP90AA1 HSPB1 IFT22 ITPRIPL2 KCTD20 KIF5B KLF9 KLHL8 LEPROT LIN52 LINC00491 MAGT1 MAP3K12 MAPT MLLT10 MORF4L2 MTG2 NCOA3 ODR4 PARD6B PDP1 PDP2 PFDN1 POSTN PPP1R3D PRRC1 PSMA7 RAPH1 RBM3 RBM39 RDH11 RHOBTB3 ROMO1 RSPH3 SEC62 SERINC3 SLC39A6 SLC4A7 SMAD5 SMIM14 SNORA71B SPATA24 SPPL2A STAG2 STAU1 STX16 SYDE2 TAF1 TALAM1 TCAF1 TMBIM4 TMED4 TMEM218 TOX4 TPR TSHZ2 UBBP1 UHMK1 UQCC1 YIPF5 YWHAB ZBTB8A ZNF148 ZNF217 ZNF552 ZNF587 ZNF91 GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_DN ABCA7 ABCC10 ABCF3 ACAD10 ACAP1 ACIN1 AGRN AMPD2 ANKRD13C-DT ANKRD13D ANKRD54 AP5S1 AP5Z1 APBA1 APBA3 ARHGAP17 ARHGAP30 ARHGEF11 ARHGEF2 ARMC6 ARPC5L ATAD3A ATAD3B ATAT1 ATF5 ATN1 ATXN2L B4GALT1 BAZ1B BICRA BRD1 CACTIN CALR CAMK2B CAPN15 CC2D1B CCAR2 CCDC134 CCDC93 CDC42EP1 CDC42SE1 CDK3 CFAP410 CHRNB2 CIC CLASRP CMTR1 CNOT3 CNTROB COPS7B CPSF7 CRYGS CSNK1E CSNK1G2 CSNK2B CTNND1 CUL7 CUL9 CYBA CYP2D7 DAGLB DAZAP1 DCAF8 DCLRE1C DDX11 DDX39B DENND4B DENND5A DEPDC5 DHX33 DMWD DOT1L DPH7 DRG2 DUOXA2 DXO EHMT2 EIF3B ENGASE EPN1 ERCC2 EVI5L EYA3 FANCA FBRSL1 FBXL18 FBXL19 FBXO44 FBXO46 FKBP1A FNBP4 FOXO4 FURIN FXR2 GAS5 GATAD2A GBA2 GFER GGA1 GIGYF1 GLP1R GPC2 GRAMD4 GRIP2 GRIPAP1 GTF2H4 HAUS8 HCFC1 HDAC10 HDAC7 HEYL HIP1R HIRA HNRNPD HNRNPU HPCA HSF4 IFRD2 IL17C IL18BP ILF3 INTS1 INTS15 IQCG KAT8 KCNK5 KCTD13 KDM4A KHDC4 KHSRP KLF16 KMT2D L3MBTL2 LARP1 LEMD2 LENG8 LIMD2 LIMK2 LINC01001 LINC01004 LINC01355 LINC02693 LLGL1 LMNA LPAR2 LRCH4 LRRC74A LSM14B LTB4R MAP2K2 MAPK11 MAPK8IP3 MAPRE3 MARK2 MBD3 MCTP2 MCTS1 MDN1 MEF2D MICALL1 MIIP MINK1 MIRLET7D MOGS MRPS25 MSTO1 MTOR MTSS2 MYL10 MYO9B MYPOP NCKAP5L NEU4 NEURL4 NFKBIL1 NOL8 NOTUM NPIPB3 NPM3 NSUN4 NSUN5P1 NUP214 NUP62 NUTM2E PABPN1 PBX2 PBX2P1 PDXP PHF21A PHF5A PHKG2 PHPT1 PICK1 PIP5K1A POLM POLR2F PPARD PPM1G PPP1R12C PPP6R2 PPRC1 PQBP1 PRRC2A PTBP1 PTOV1-AS2 PUS1 QTRT1 R3HDM4 RABGAP1 RAD54L2 RANBP3 RANGAP1 RAP1GAP2 RASSF7 RBBP6 RBM10 RBM14 RBM15B RBM33 RCC1 REXO1 RHBG RNF181 RNF207 RNF214 RNPS1 RPL18 RTKN RUNX3 SAFB2 SAP25 SBNO2 SCAF1 SCUBE1 SEC31B SEC61A2 SEMA6B SEMA6C SETD1A SETD5 SETDB1 SF1 SFSWAP SFTPC SGSM3 SH3BP1 SH3BP2 SH3BP5L SLC12A9 SLC23A2 SLC39A3 SLC4A11 SLC52A3 SMARCA4 SMARCD1 SMG5 SMG7 SMG9 SNAPC4 SNHG3 SNRNP70 SPHK2 SPON2 SPPL2B SRCAP SRL SRRM2 SRRT STK11 SUGP2 SUN1 SUPT7L SUV39H1 SYMPK SZT2 TAF15 TAF1C TARDBP TBC1D22A-DT TBC1D22B TCF3 TCHP TCOF1 TEAD3 TEAD4 TECPR1 TEPSIN THOC2 TICAM1 TLCD3B TLN1 TMEM201 TMEM259 TMEM63A TMEM86B TNK2 TNPO2 TNPO3 TPM2 TRABD TRAF2 TRMU TRRAP TSPAN14 TTC13 TTC17 TYW5 U2AF2 UBAP2L UNC13D UPB1 UQCC2 URB2 USP21 VARS1 WASH3P XPO5 ZBTB5 ZBTB7B ZC3H7B ZDHHC24 ZMIZ2 ZMYND19 ZNF133 ZNF202 ZNF316 ZNF358 ZNF436-AS1 ZNF444 ZNF473 ZNF524 ZNF580 ZNF598 ZNF611 ZNF638 ZNF646 ZNF692 ZNF793 GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GINESTIER_BREAST_CANCER_ZNF217_AMPLIFIED_UP ADD1 AGAP4 ANAPC5 ANG APBB2 ATG12 ATP6V1A BAIAP3 BBX BLOC1S6 BMPR2 BTD C22orf39 CHURC1 COMMD1 CREB1 CYP20A1 DNAJB14 DNAJC21 DNAL1 EMILIN3 ESR1 F2R F8 FAM114A1 FKBP14 GINM1 GNB4 GNB5 HEATR3 ICE2 INIP KCTD20 KLHL20 LACTB LEPROT LIN52 LPP MAP3K12 MINDY2 MORF4L2 N4BP2 PDP2 POLK PWWP2A RAD1 RSBN1L RSPH3 SCAF11 SF3B1 SIAH1 SLC17A5 SLC25A36 SLC35A3 SLU7 SMIM14 SNX9 SP1 SPPL2A SRSF10 STAG2 STX16 TRAK2 TRIP11 UFL1 WASHC4 WSB1 YIPF5 ZBTB38 GLASS_IGF2BP1_CLIP_TARGETS_KNOCKDOWN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLASS_IGF2BP1_CLIP_TARGETS_KNOCKDOWN_DN AARS1 AGO1 AKIRIN1 ANKRD52 ANP32E ARFGEF2 ATXN1L AURKA BLMH BLTP3A BZW1 C5orf15 CANT1 CBL CD2AP CDCA7L CDK1 CENPO CEP57 CHD7 CILK1 CIT CLIC4 CPSF2 CTDSP2 DARS2 DCTN5 DESI2 DLAT DNAJC9 E2F1 ERH EXO1 FANCI FBXO45 FOXM1 FOXN2 FUCA2 G3BP2 GJC1 GTF2E2 HDLBP HIPK1 HJURP HNRNPF HNRNPUL1 HSPD1 IGF2BP1 IQGAP3 IST1 KIF11 KLF13 KPNA6 LBR LIMK1 MAPK1 MBTPS2 MED1 MIB1 MIOS MKI67 MLF2 MRPS10 N4BP2 NCAPH NCEH1 NEMP1 NIPA1 NIPA2 NPLOC4 NSUN4 NUDT19 NUP155 NUP43 PABIR2 PIP4K2C PLEKHA8 PLK1 PNP PODXL PRC1 PRELID3B PRR11 PSMD10 PTGES3 PTPN9 RALBP1 RBPJ RFWD3 SAPCD2 SENP1 SETD5 SGO1 SH3PXD2A SHMT2 SIRT1 SLC35B4 SLC39A14 SPAG5 SPRING1 SRF SRPK1 SSR3 SUDS3 TMEM33 TMEM41A TNKS2 TPX2 TUBA1B TXNRD1 UBE3C VOPP1 VPS37B WIPF2 YWHAZ ZDHHC5 ZWINT GLINSKY_CANCER_DEATH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GLINSKY_CANCER_DEATH_UP BUB1 CCNB1 GBX2 HCFC1 MKI67 RNF2 USP22 GNATENKO_PLATELET_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GNATENKO_PLATELET_SIGNATURE ACTB B2M CCL5 CD99 CFL1 CLU DYNLL1 F13A1 FLNA FTH1 FTH1P5 GNAS GPX1 H2AC18 H2AC20 H2AC6 H2BC14 H3-3A HBB HLA-C HLA-E ITGA2B ITM2B MLH3 MYL12A MYL6 NCOA4 NRGN OAZ1 PF4 PGRMC1 PKM PPBP PTMA RGS10 RNF24 RPL41 SPARC TAGLN2 TLN1 TMSB4X TUBA4A UBC YWHAH GOBERT_CORE_OLIGODENDROCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBERT_CORE_OLIGODENDROCYTE_DIFFERENTIATION ABAT ABCA1 ANKRD6 AQP11 ATRN BCAS3 BRWD3 CCNG1 CDK6 DIXDC1 DSCAML1 E2F1 ELMO1 ENPP6 EXT1 HBP1 IKBKE IKZF5 IL6R INPP5K KCNA1 LRRN1 MAP7 MBP NARF NDRG1 NUMB OAS1 OPCML PAK3 PAK5 PTDSS2 RAB2B RGS2 RNF13 SLC25A27 SORBS1 TAL2 TNC TNNI1 TP53INP1 UGT8 ZKSCAN1 GOBERT_OLIGODENDROCYTE_DIFFERENTIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBERT_OLIGODENDROCYTE_DIFFERENTIATION_DN AAMDC AAR2 AATK ABCA2 ABCA7 ABCC10 ABCC5 ABCD4 ABHD10 ABHD12 ABHD3 ABI1 ABLIM1 ABTB1 ACAA1 ACAA2 ACBD5 ACOX1 ACSBG1 ACTB ACY3 ADAMTS4 ADCY9 ADD3 ADGRL3 ADO AEBP1 AFAP1 AGK AGO4 AGPAT4 AHR AK1 AKAP10 AKT3 ALCAM ALDH3B1 ALMS1 AMD1 AMN1 AMOTL2 ANK3 ANKHD1 ANKRD12 ANKRD28 ANKRD44 ANTXR2 AOPEP AP1S2 AP5S1 APBA1 APBA2 APP APPL2 ARHGAP23 ARHGAP28 ARHGAP42 ARHGAP5 ARHGEF25 ARL4A ARL5B ARMC6 ARPC1B ARRDC3 ARSB ASAP1 ASIC1 ASPA ASTN1 ATAT1 ATF3 ATG13 ATG4A ATL1 ATMIN ATOSB ATP13A2 ATP1B2 ATP6V0A2 ATP6V1G2 ATP8A1 ATPAF1 ATRN ATXN7L2 AXL B3GNT2 B4GALT5 BACE1 BAK1 BAZ2B BBIP1 BCAR1 BCAS1 BCAS3 BCDIN3D BCHE BCL2L12 BFAR BFSP2 BHLHE40 BIN3 BMERB1 BMF BMP1 BNIP2 BNIP3 BNIP3L BRCA1 BRI3BP BRMS1 BRSK1 BTBD17 BTG1 BTRC C1GALT1C1 C1QL3 C21orf91 C4A C4orf3 C6orf120 CA14 CABIN1 CACNA2D1 CACNB3 CADM1 CADM2 CALCOCO1 CAMK2D CAMSAP2 CAPN6 CARD19 CASP6 CBX7 CCDC13 CCDC28A CCL5 CCNDBP1 CCNG1 CCNG2 CCNT2 CCPG1 CCSAP CCT4 CD81 CD82 CD9 CDC37L1 CDC42EP3 CDC42EP5 CDCA2 CDH10 CDH20 CDK19 CDK5 CDV3 CELA1 CENPM CENPW CEP128 CEP192 CEP295 CEP78 CEP95 CERCAM CERK CEROX1 CERS4 CERS6 CERT1 CFAP300 CFAP410 CFAP68 CFL2 CHADL CHD3 CHD4 CHIC1 CHML CHMP1B CHN2 CHPT1 CIB1 CILK1 CKLF CLCN3 CLIP3 CLMN CLN8 CMTM6 CNIH2 CNKSR3 CNP CNRIP1 COA8 COL11A1 COL11A2 COL16A1 COL20A1 COL27A1 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL9A1 COQ10A COQ3 COQ8A COQ8B CORO1C CORO7 CPEB2 CPM CPNE2 CPSF6 CPT1A CREBRF CRELD1 CRYAB CSF1 CTSF CTSK CUBN CYB5A CYFIP2 CYLD CYP2J2 CYP39A1 CYRIB CYTH1 DAB2 DALRD3 DBN1 DBNDD2 DBP DCC DCLK1 DCT DCTN3 DDHD1 DDR1 DDX23 DDX25 DEAF1 DENND5A DENND6B DEPDC7 DEPTOR DGAT2 DGKA DHRS1 DIPK1A DIPK2A DIXDC1 DLGAP4 DLK2 DNAAF9 DNAJB14 DNAJB4 DNER DNM3 DNMT3A DNMT3B DOCK4 DOCK7 DOCK9 DPYSL3 DSCAM DSCAML1 DST DTNA DUSP10 DUSP15 DUSP7 DUSP8 DYNLL1 DYNLT3 DZIP1 E2F8 EBF4 ECPAS EEF1AKMT2 EEIG1 EFCAB14 EFCAB7 EFHD1 EFR3B EHBP1 EHD1 EHD2 ELAPOR1 ELAVL1 ELAVL3 ELDR ELF1 ELMOD2 ELOVL7 EMP3 ENPP2 ENPP5 ENTPD5 ENTREP1 EPB41L1 EPB41L2 EPB41L4B EPHA7 EPS8 ERBIN ERCC1 ERCC4 ERMARD ERMP1 EYA3 EZR F8A1 FA2H FAM13C FAM174B FAM193A FAM234B FAM241A FAM32A FAM53B FANCB FAXC FBXL3 FBXO10 FBXO32 FBXO44 FBXO6 FCGRT FGFR2 FGFRL1 FHOD3 FKBP15 FKBP7 FKBP8 FLNB FLRT2 FMN2 FMNL2 FOCAD FOS FOXP1 FOXP2 FRAT2 FRMD4B FRMD5 FUT9 FYCO1 FYN FZD8 GAB1 GADD45B GAL3ST1 GALC GALNT11 GAREM2 GAS7 GATM GDF1 GDI1 GEN1 GINS3 GIPC1 GJC3 GLIS2 GLIS3 GLRB GLTP GMFB GNAO1 GNB4 GNG7 GNPTAB GOLGA4 GOLPH3L GPR17 GPR180 GPR37 GRAMD2B GRB14 GRIA2 GRID2 GSK3B H1-2 H2AC18 H2AC25 H2AC8 H2AZ2 H2BC10 H2BC11 H2BC5 H2BC7 H3C14 H4C16 H4C9 HACD2 HACL1 HADHB HAND2 HAS2 HBP1 HDAC5 HDAC9 HDDC3 HECTD4 HELLS HELZ HERPUD2 HEY1 HIP1R HIPK2 HIRA HLF HMX2 HNRNPR HOMER1 HR HS3ST1 HSDL2 HSPA1B HSPA4 HTRA1 HTRA3 HTT ICMT ID4 IER5 IFFO1 IFI27L2 IFT22 IFT70B IGFBP7 IGLON5 IGSF11 IGSF9B IKZF2 IKZF5 IMPA2 INAVA INO80B INPP5E INPP5K INPPL1 INVS IPO7 IQCE IRGM IRS1 ITGA7 ITGB8 ITPR2 JAK2 JAM2 JAM3 JCAD JRK JUN KALRN KANK1 KANSL1 KATNAL1 KATNAL2 KAZN KCNA1 KCNA6 KCNIP3 KCTD13 KCTD18 KCTD4 KDM5B KDM6A KIAA0586 KIAA0753 KIAA0930 KIAA1549 KIDINS220 KIF13A KIF1B KIF21A KIF3A KIF3C KIFC2 KIRREL3 KLF13 KLHL18 KLHL2 KLHL24 KLHL29 KLHL30 KLHL5 LATS2 LBP LCORL LDLRAD3 LGALS2 LGALS9 LHFPL2 LHFPL6 LHPP LIMS2 LIN54 LIN9 LIPG LMAN1 LMBRD1 LMF1 LPAR1 LPGAT1 LRFN4 LRIG1 LRP4 LRRC42 LRRC49 LRRC4C LRRC73 LRRC75A LRRC8B LRRC8C LRRN3 LSAMP LSM11 LTBP1 LYPD1 LYPD6 LZTFL1 MAD2L1 MAF MAFA MALAT1 MAN2B1 MAP1A MAP1B MAP1LC3B2 MAP2K4 MAP3K5 MAP4K5 MAP6 MAP6D1 MAPK8IP3 MAPRE1 MAPRE2 MAPRE3 MAPT MARCKS MARF1 MARK1 MASTL MATN2 MAU2 MB21D2 MBD2 MBNL2 MBOAT1 MBOAT2 MBP MECP2 METTL26 MEX3B MFAP3L MFRP MFSD12 MGAT3 MGLL MGME1 MICAL3 MIF4GD MIGA2 MINDY1 MIR100HG MKRN1 MLLT11 MLLT3 MMD2 MOB3B MON2 MOSPD2 MPDU1 MPI MPP2 MPV17 MPZL1 MR1 MROH3P MRPL15 MSH5 MSI2 MT3 MTCL2 MTMR10 MTMR4 MUTYH MXD1 MXI1 MYCBP MYLK MYO18A MYO1G MYO5B MYO6 MYRF N4BP2L1 NAGA NARF NASP NAV1 NAV2 NAV3 NBEAL1 NCALD NCAM2 NCAN NCEH1 NCOR1 NDNF NDOR1 NDRG1 NDRG4 NDUFAF3 NEDD4L NEDD8 NEGR1 NEO1 NFASC NFIC NFKB2 NFKBIB NHERF2 NHSL1 NHSL3 NINJ2 NIPAL3 NISCH NKAIN1 NKD1 NLGN2 NLGN3 NMRAL1 NOD1 NOL4L NOPCHAP1 NOTCH1 NPC1 NPC2 NR1D2 NRCAM NREP NRTN NSD2 OGT OMG OPHN1 OSBPL9 OSTM1 OTOS P4HA1 PABPC1L2A PACS2 PADI2 PAFAH1B1 PAK1 PAK3 PARD6G PARM1 PARP3 PCDH17 PCDH19 PCDH7 PCDHB13 PCDHB16 PCDHB4 PCDHGC4 PCMTD2 PCNX1 PCOLCE PDCD10 PDCD4 PDE4B PDE4D PDE9A PDGFA PDGFC PDK1 PDLIM2 PDLIM7 PDZRN4 PELI1 PER3 PEX1 PEX5 PFN2 PHF21B PHLDB1 PHLDB2 PHYHIPL PIGB PIGG PIGK PIGO PIGQ PIGT PIK3IP1 PIK3R3 PINK1 PIP4K2C PKIG PKP4 PLEC PLEKHA1 PLEKHG1 PLEKHM3 PLEKHN1 PLK3 PLLP PLP1 PLPP6 PLPPR5 PLS1 PLXDC2 PLXNA3 PLXNB1 PLXNB3 PLXNC1 PMEL PNISR PNN PNRC1 POC1B POLR1HASP PPARA PPM1L PPP1R12B PPP1R16B PPP1R21 PPP2CA PPP2R2A PPP2R2B PPT1 PRAG1 PRICKLE1 PRKAR1B PRKAR2A PRKCA PRKCQ PRNP PROS1 PRRC2C PRTG PRUNE1 PSMF1 PSPC1 PTGDS PTPDC1 PTPRCAP PTPRE PTPRM PTPRZ1 PURG PVT1 PXDN PXMP4 QKI QPCT R3HCC1 RAB11FIP2 RAB2B RAB3GAP2 RAB40C RAB7B RABGAP1L RAD18 RAD54B RALGDS RALGPS1 RALGPS2 RANBP6 RAP2A RAPGEF1 RASGEF1B RASSF2 RBBP6 RBM12 RBM18 RBM25 RBM5 RBMS1 RCOR2 RECK REEP1 REEP3 RELN RENO1 REPS2 RETREG1 RETREG3 RFFL RFTN2 RFX5 RGS3 RHOBTB3 RHOG RICTOR RNASEL RND2 RNF128 RNF144A RNF187 RNF5 RORA RSF1 RTL8A RTL8C RTN2 RTN4 RTTN RUBCN RUFY3 RUNDC3A RUSC1 S100A1 S100B SAE1 SAMD5 SAMD9L SAP30BP SASH1 SASS6 SAT1 SAT2 SCAF4 SCAMP2 SCARB2 SCN8A SDC1 SDC2 SDF4 SDSL SEC14L3 SEC16B SEMA4D SEMA4G SEMA5B SEMA6D SEPTIN4 SERBP1 SERINC5 SERPINA3 SERPINB8 SERPINI1 SESN3 SFT2D3 SGCB SGK2 SGPL1 SH3BP4 SH3D19 SHB SHISA4 SHISAL1 SHROOM2 SIK1 SIRT2 SKIL SLC13A4 SLC15A2 SLC15A4 SLC16A7 SLC17A5 SLC1A1 SLC1A3 SLC22A23 SLC25A10 SLC25A24 SLC25A27 SLC25A42 SLC26A2 SLC2A13 SLC2A3 SLC30A1 SLC31A2 SLC35A3 SLC41A2 SLC44A1 SLC45A4 SLC48A1 SLC5A3 SLC6A6 SMARCA2 SMG5 SMIM14 SMPD2 SMURF1 SNAPIN SNED1 SNHG3 SNORC SNRPD3 SNX30 SNX5 SOAT1 SOCS3 SOCS6 SORBS1 SORBS3 SORL1 SOX13 SOX2-OT SOX21 SOX4 SOX8 SPAG4 SPATS2L SPECC1 SPEG SPIN4 SPSB1 SPTBN1 SPTLC2 SRCAP SRCIN1 SRGAP1 SRPK3 SSC5D ST8SIA1 STAT1 STK11IP STMP1 STRADA STRN STXBP3 SV2A SVIL SVIP SYNE1 SYNGR1 SYNPO SYT1 SYT11 SYT4 TAF11 TAF13 TAF9B TAFA2 TAMALIN TANC2 TANGO2 TBC1D14 TBC1D16 TBC1D22A TBC1D23 TBC1D8 TBX2 TCF12 TCF4 TCF7L1 TCF7L2 TCP11L2 TCTA TCTN2 TENT5A TERF1 TET2 TEX2 TFEB TGDS TGFB3 TGFBR3 TGS1 THOC2 THSD7A THTPA TIMP2 TIMP3 TJAP1 TLK2 TM7SF3 TM9SF3 TMBIM1 TMC7 TMCC2 TMCC3 TMCO6 TMEFF1 TMEFF2 TMEM106B TMEM108 TMEM14A TMEM150A TMEM151A TMEM19 TMEM198B TMEM216 TMEM30A TMEM35A TMEM40 TMEM51 TMEM63A TMEM71 TMEM80 TMEM88B TMEM8B TMEM94 TMPRSS5 TMSB15B TNFAIP6 TNFRSF21 TNFSF9 TNR TNRC6B TNS1 TOMM20 TOR4A TP53INP1 TPBG TPGS2 TPP1 TPP2 TPPP TRA2A TRIM2 TRIO TRIP11 TSC22D1 TSPAN2 TST TTBK1 TTC39C TTC5 TTLL5 TTYH1 TTYH2 TUBB3 TUBB4A TUBE1 TULP4 TXNIP TYRO3 UBASH3B UBE2B UBE2H UBFD1 UBXN8 UCP2 UGT8 ULK1 ULK2 UNC5B UQCC3 URM1 USP20 USP53 USP6NL VAT1 VDR VIPAS39 VMAC VPS37A VPS37B VPS50 VPS51 VWA5A WAC WASF1 WDFY1 WDR1 WDR35 WDR83 WIPI1 WLS WRN WSCD1 WWP1 WWP2 XRN1 YIPF4 YLPM1 YPEL3 ZBTB20 ZDHHC12 ZDHHC14 ZDHHC2 ZEB2 ZFAND5 ZFHX3 ZFP1 ZFR ZFYVE1 ZFYVE27 ZKSCAN1 ZKSCAN8 ZMAT1 ZMYND8 ZNF24 ZNF32 ZNF365 ZNF445 ZNF519 ZNF579 ZNF703 ZSCAN26 ZSCAN29 GOBERT_OLIGODENDROCYTE_DIFFERENTIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOBERT_OLIGODENDROCYTE_DIFFERENTIATION_UP AAAS AARS1 ABCB1 ADAM23 ADGRG6 ADGRL2 AEN AIDA AK4 AKAP12 AKR1E2 ALAD ALDH16A1 ANGPTL2 ANKLE1 ANKRD24 ANKRD6 ANKS1A ANP32E ANXA1 ANXA2 ARHGAP11A ARHGAP18 ARHGAP19 ARHGEF39 ASF1B ASPH ASPM ATAD2 ATAD5 ATOH8 AUNIP AURKA AURKB BATF3 BEND3 BIRC5 BLM BLVRB BOK BORA BRCA2 BUB1 BUB1B C1orf159 C4orf46 C7orf50 CACNG4 CAND2 CASP3 CASP7 CBR3 CCDC18 CCDC34 CCDC61 CCDC77 CCNA2 CCNB1 CCNB2 CCND3 CCNE1 CCNE2 CCNF CCNK CD38 CDC20 CDC25B CDC25C CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA7L CDCA8 CDH6 CDK1 CDK2 CDKN2A CDKN2C CDKN3 CDT1 CENPA CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPP CENPQ CENPS CENPT CENPU CENPW CEP131 CEP152 CEP192 CEP55 CEP70 CEP89 CHAF1B CHEK1 CHEK2 CHSY1 CHTF18 CIP2A CIT CKAP2 CKAP2L CKAP5 CKS1B CKS2 CLIC1 CLSPN CMC2 CPNE8 CREB5 CSRP2 CTC1 CTDSPL2 CYP26B1 DBF4 DCTD DCTPP1 DDAH1 DDIAS DDX11 DDX20 DEPDC1 DEPDC1B DHFR DKC1 DLGAP1 DLGAP5 DNA2 DNAAF2 DNAJC9 DNMT1 DOCK5 DPAGT1 DSCC1 DTL DUSP12 DUT DYNLL1 E2F1 E2F2 E2F7 ECT2 EME1 EMP1 ENKD1 ERAL1 ERBB3 ERCC6L ERG28 ERI2 ESCO2 ESPL1 ETAA1 EXO1 EXOSC8 EZH2 FAM110A FAM111A FAM234A FAM72A FAM83D FANCA FANCD2 FANCI FBN2 FBXL18 FBXO5 FEN1 FGFR3 FIGN FIGNL1 FIRRM FMC1 FMNL3 FN1 FOXM1 FRAT1 FSTL1 GAP43 GAS2L3 GEMIN2 GEMIN5 GEMIN6 GFOD2 GINS1 GINS2 GJC3 GMNN GNL1 GOLT1B GPATCH4 GPC6 GPR161 GPR19 GRWD1 GTSE1 H1-10 H2AZ1 HASPIN HAT1 HAUS1 HAUS3 HAUS4 HAUS5 HAUS6 HAUS8 HDAC4 HELLS HIRA HIRIP3 HJURP HMGB2 HMGB3 HMGN2 HMGN5 HMMR HOXA4 HROB HSPB6 HYLS1 ID1 IER5L IFFO2 IFIT2 IFRD2 IGF1R IMPA2 INCENP IQGAP3 ISOC1 ISY1 ITGB3 JADE1 JAK1 JPT1 KIAA0586 KIF11 KIF18A KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF4A KIFC1 KITLG KMT5A KNL1 KNSTRN KNTC1 KPNA2 L3MBTL2 LANCL2 LARP7 LASP1 LDHB LDLR LGR5 LIG1 LIMCH1 LIMK1 LIN54 LIN9 LMNB1 LMNB2 LPCAT4 LPIN2 LRR1 LSM2 LSM4 LSM5 LYAR MAD1L1 MAD2L1 MALAT1 MAP2 MAP3K20 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCRIP2 MDC1 MEF2C MELK MIS18A MIS18BP1 MKI67 MLEC MMS22L MNS1 MRE11 MREG MRNIP MSH6 MTFR2 MTLN MTSS1 MXD3 MYB MYBL1 MYBL2 MYG1 NANOS1 NASP NCAPD2 NCAPG NCAPG2 NCAPH NCAPH2 NCL NDC1 NDC80 NEDD8 NEK2 NEMP1 NES NET1 NEURL1B NFIB NKD2 NLE1 NMRAL1 NOC2L NOLC1 NOP58 NPM1 NPTXR NSD2 NSL1 NT5DC2 NUCKS1 NUF2 NUP107 NUP133 NUP210 NUP37 NUP43 NUP54 NUP85 NUSAP1 ODC1 OIP5 ORC1 OSBPL3 PA2G4 PABPC1 PAFAH1B3 PALB2 PALLD PARPBP PASK PAWR PBK PBXIP1 PCLAF PDLIM1 PDSS1 PDZRN3 PEG3 PHF1 PHF19 PIDD1 PIF1 PIMREG PKMYT1 PLAGL1 PLEKHO1 PLK1 PLK4 PMF1 PMS2 POC1B PODXL POLA1 POLA2 POLD1 POLD2 POLD3 POLE POLE2 POLR1H POLR2A PPARGC1B PPIF PPP2R5C PRC1 PRIM1 PRIM2 PRR11 PSMC3IP PSRC1 PTGES2 PTGR1 PTN PTOV1 PTPN6 PTTG1 PVT1 PXYLP1 RACGAP1 RAD18 RAD50 RAD51 RAD51AP1 RAD54L RANGAP1 RBBP4 RBL1 RBM10 RBMX2 RC3H2 RCC1 RDM1 RECQL4 RFC2 RFC3 RFC4 RFC5 RFLNB RGCC RHOT2 RIF1 RNF144A RNF26 ROCK1 RPA1 RPA2 RPS6KA6 RRM1 RRM2 RRP12 RRP1B RSRC2 S100A3 SALL3 SAMHD1 SART3 SASS6 SEPHS1 SEPTIN8 SERPINE2 SERTAD4 SFXN2 SGO1 SGO2 SHCBP1 SHMT1 SHQ1 SIVA1 SKA1 SKA2 SKA3 SKP2 SLBP SLC1A3 SLC25A10 SLC29A2 SLC7A2 SLC9A5 SLF1 SLFN13 SMC2 SMC4 SMO SMPDL3B SNX22 SNX25 SNX7 SPAG5 SPARC SPATS2L SPC24 SPC25 SPDL1 SPPL2A SPRED2 SRGAP2 SRM STAG1 STAMBPL1 STIL STK17B STMN1 STUB1 SUV39H1 SUV39H2 TACC3 TAF15 TAF4 TAF5 TAL1 TAMM41 TBC1D31 TBL2 TCF19 TCOF1 TDP2 TEAD1 TEDC1 TEDC2 TERF1 TESC TEX30 TGIF2 THAP12 THYN1 TICRR TIMELESS TIPIN TK1 TMEM107 TMEM109 TMEM47 TMEM97 TMX2 TONSL TOP2A TPM1 TPX2 TRAIP TRIM59 TRIP13 TRMT61A TROAP TRPS1 TSPAN7 TTF2 TTK TTLL4 TYMS UBE2C UBE2T UCHL5 UHRF1 UMPS UNG UPP1 USP1 UTP25 VARS1 VCAN VIM VOPP1 VRK1 WDHD1 WDR62 WDR76 WEE1 XPO1 XRCC1 XRCC2 ZBTB12 ZC3H8 ZFP41 ZNF124 ZNF367 ZNF704 ZRANB3 ZWILCH GOERING_BLOOD_HDL_CHOLESTEROL_QTL_CIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOERING_BLOOD_HDL_CHOLESTEROL_QTL_CIS GSTM1 HLA-DRB3 HLA-DRB5 IKZF1 LGALS2 LINC00339 PPA2 RPL14 RPS26 TIMM10 TMEM176B UBA52 UTS2 GOERING_BLOOD_HDL_CHOLESTEROL_QTL_TRANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOERING_BLOOD_HDL_CHOLESTEROL_QTL_TRANS CYP4F35P EPB41L4A FLT4 KLK3 LDLRAD4 MAPK8IP1 MPO MSI1 NACC2 PAF1 SCRIB SELENON TMEM241 ZC3HC1 GOLDRATH_ANTIGEN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_ANTIGEN_RESPONSE ABRACL ACOT7 ADAM8 ADGRE1 AHNAK AK3 ALAD ALAS2 ALCAM ANLN ANXA1 ANXA2 ANXA4 ARHGAP21 ARL5A ASF1B ASPM ATP5IF1 AURKA AURKB BAG3 BATF3 BCL2A1 BHLHE40 BIRC5 BRCA1 BUB1 C3 C4orf3 C6orf89 CA1 CA2 CAPG CAPN2 CARHSP1 CASP1 CASP3 CBX5 CCDC50 CCL15 CCL3 CCL4 CCL5 CCNA2 CCNB1 CCNB2 CCNF CCR2 CCR5 CD24 CD244 CD44 CD48 CD68 CD74 CDC20 CDC25C CDC45 CDC6 CDCA3 CDCA5 CDCA8 CDK1 CDK2AP1 CDKN2C CDKN3 CENPA CHAF1A CHEK1 CHIA CIP2A CISD1 CISH CITED2 CKAP2 CKS1B CKS2 CLIC4 CMA1 CMC2 CPOX CRMP1 CRYBG1 CST3 CTLA4 CTNNA1 CTSD CXCR3 CYFIP1 DBI DENND5A DHFR DHRS1 DLGAP5 DNA2 DOCK5 DPAGT1 DTL DUSP1 E2F8 EBP ECH1 ECT2 EEA1 EFHD2 EIF1AX ELL2 EMP1 EMP3 ERRFI1 ETFB EVI2A EZH2 F2R F2RL3 FANCM FASLG FEN1 FGL2 FHL2 FIGNL1 FUT7 FYN GADD45B GAPDH GCAT GEM GGH GLRX GMNN GNG10 GNPDA1 GSTO1 GSTT1 GTSE1 GZMA GZMB GZMK GZMM H1-0 H1-2 H2AC8 H2AZ1 H2AZ2 HASPIN HAT1 HAUS6 HBB HEMGN HIP1R HLA-A HLA-DQA1 HLA-DQB1 HLA-DRB5 HMBS HMGB2 HMGN2 HOPX HPF1 HSPA2 ID2 IER3 IFI30 IFITM3 IFNG IGHG1 IGHV1-18 IGHV2-26 IGKV2D-30 IGKV4-1 IGKV5-2 IGLC1 IGLC6 IGSF10 IL12RB1 IL18R1 IL18RAP IL2RA INCENP IQGAP3 IRF4 IRF8 ITGA4 ITGAX ITGB1 ITM2B ITSN1 JCHAIN KANK3 KIF11 KIF20A KIF22 KIF2C KIF4A KIFC1 KLRB1 KLRG1 KLRK1 KPNA2 KRTCAP2 LAG3 LAT2 LGALS1 LGALS3 LIG1 LILRB4 LITAF LMNA LMNB1 LRRC59 LXN LYL1 LYN M6PR MAD2L1 MAP2K3 MAPK6 MAPRE2 MCM10 MCM3 MCM4 MCM5 MDFIC MGST1 MIS18BP1 MKI67 MRPL18 MS4A1 MT1A MT2A MTHFD2 MXD3 MYADM MYL4 MYO1F N4BP1 NAPSA NCAPH NCF4 NEK2 NFIL3 NOS1AP NPTN NRP1 NUDT4 NUP62 NUSAP1 ODC1 PCLAF PCNA PDCD1 PERP PGAM1 PGLYRP1 PGM2 PIM1 PLBD1 PLCG2 PLD4 PLEKHB2 PLK1 PLK4 PLP2 PLSCR1 POLA1 POLR3K PRC1 PRDM1 PRDX4 PRF1 PRIM1 PRIM2 PSMC3IP PTGER4 RAB11A RACGAP1 RAD21 RAD51 RAD51AP1 RAN RBM3 REEP5 RELL1 RFC5 RHD RHOQ RNASEH2B RNF227 RNH1 ROM1 RORA RPA3 RRM1 RRM2 RUNX2 S100A10 S100A11 S100A13 S100A3 S100A6 SCPEP1 SDHD SERINC3 SERPINA3 SERPINB6 SERPINB9 SGCB SH3BGRL SIVA1 SKAP2 SLC25A53 SLC2A3 SLC31A1 SLC39A4 SLC4A1 SLC4A7 SLC66A3 SLPI SNU13 SNX10 SNX3 SOCS2 SP100 SPDL1 SQLE SSX2IP ST3GAL6 STARD10 STMN1 SYCE2 SYPL1 TACC3 TAF9 TBL2 TCEAL9 TCF19 TK1 TKTL1 TMED7 TMEM126A TMEM14C TMEM30A TMEM37 TMEM97 TMPO TNFRSF9 TOP2A TOPBP1 TPI1 TPM4 TRAPPC1 TRIP13 TTC39B TTK TXN TYMS TYROBP UBE2T UBL3 UGT1A10 UNC119 VCL WEE1 YBX3 YWHAQ ZNF207 GOLDRATH_HOMEOSTATIC_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_HOMEOSTATIC_PROLIFERATION AGFG1 AK6 AMZ2 APP AQP9 ARL14EP ARL4C ATP11A ATP5PF ATP6V0B BAG2 BCL2 BYSL BZW2 C3orf38 C9orf85 CACYBP CD55 CDCA7L CETN3 CHEK2 CMBL CPSF2 CREB1 CTNND2 CYCS DHX9 DUSP19 DYNLL2 E2F1 EBF3 EID1 EIF3J EOMES ETFBKMT F2RL1 FAM162A FUBP1 GALK1 GK GMFB GNPNAT1 GOLIM4 HDGF HNRNPA1L2 HSD3B1 HSPE1 IGF2BP2 IL10RB IMPA2 IPO7 IPP IRAK1 ITFG1 ITGB1BP1 KCNS2 KCTD12 KLF9 LAGE3 LIN7C MACIR MACROH2A1 MAGOH MICOS10 MMUT MPC2 MRPL9 MRPS25 MRPS33 MSL2 NABP1 NACC2 NCAN NDUFAB1 NDUFB2 NDUFB3 NDUFC1 NHP2 NIFK NME1 NOP16 NPM3 NUDCD2 PACRGL PAFAH1B1 PARK7 PBRM1 PCBD2 PCCB PCGF2 PDAP1 PDCD2 PPA1 PRKCA PRPS2 PSMC5 PSMC6 PTGES3 QDPR RAB18 RAB5C RAB5IF RAD23B RECK RHOA RNF11 RNF141 ROCK1 RPIA SDHC SEC62 SEL1L SEMA4F SET SFPQ SFXN1 SIAH1 SLC7A5 SMN2 SNORA57 SNRPE SNX9 SORL1 SOS2 SRPRA STRN STT3A TAF1D TGOLN2 TIAL1 TIMM22 TM9SF3 TMX2 TRIM43 TRNT1 UBALD2 UBE2E1 UBL5 UBQLN2 UNG VAMP4 VDAC2 VOPP1 VTI1B WIPF1 YIPF5 YME1L1 ZFP62 ZNF131 ZRSR2 GOLDRATH_IMMUNE_MEMORY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLDRATH_IMMUNE_MEMORY ABCB1 AKR1C4 ANGPTL4 ANKH ANTXR2 AQP9 BAG3 CD160 CD55 CHCHD7 CHPT1 CIPC CTSW CYP4V2 DOCK9 ECI1 EOMES F2R FCGRT FHIT GK GOLIM4 GPC1 HCFC1R1 IFNAR2 IL10RA IL10RB IL15RA KCTD12 LDAF1 LPIN1 MAPK12 MCOLN2 MYC NCKAP1 NR1D2 PALD1 PCGF2 PDE8A PLCD1 PLEKHA5 POU6F1 PRKCE PRKCZ PRNP PROS1 PRSS12 PTPN22 RASA4 RECK RNASE4 RNF138 RPGR RRAS RRM2B SEMA4F SLC2A1 SORBS1 SOS2 TIRAP TMEM141 TRAF1 USP48 VKORC1 VRK1 ZMAT3 GOLUB_ALL_VS_AML_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLUB_ALL_VS_AML_DN AZU1 CAT CD33 CFD CFP CST3 CTSD CXCL8 FAH HOXA9 ITGAX LEPROT LGALS3 LTC4S LYN LYZ MCL1 NFKBIA PPIF SQSTM1 SRGN STOM ZYX GOLUB_ALL_VS_AML_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOLUB_ALL_VS_AML_UP ACADM ADA ATP2A3 CBX1 CCND3 CD79A CYFIP2 DHPS DYNLL1 GTF2E2 IL7R IRF2 MCM3 MYB MYL6B NUP88 PSMA6 RBBP4 SMARCA4 SRP9 STMN1 TCF3 TOP2B ZNF22 GOTTWEIN_TARGETS_OF_KSHV_MIR_K12_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOTTWEIN_TARGETS_OF_KSHV_MIR_K12_11 ABHD6 AGTRAP AMOTL1 ARHGAP21 ARRDC2 ATP6V1G1 BMI1 C2orf88 C9orf78 CARD6 CDC42EP3 CSNK1G2 DCLK1 DPY19L1 DSTYK E2F3 ERMAP FAM241B FBXO33 FOS GALT GBA2 GPSM2 HIVEP2 HMGCS1 HSPA5 IKBIP KIAA0408 MRGPRF MUC20 MYB MYO1D PICALM PIERCE1 PIK3CA PITPNM2 PLEKHA5 PLEKHB2 POLE3 PRPF4B PTDSS1 RFK RNF123 RNF166 RNF213 RNF31 RXRA SAMHD1 SCAMP1 SEC13 SGK1 SGPL1 SLA SLC33A1 SMAD6 TAF12 TLE4 TMEM255A TRIP13 TWF1 USP8 WEE1 XAF1 GOTZMANN_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOTZMANN_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_DN ABCB1 ABCD3 ACADL ACADM AHCY AIP ALAD AMD1 ANXA11 ANXA7 ANXA8L1 AP2A2 AQP8 ARF4 ARHGDIB ATF2 ATP5F1B ATP5MC1 ATP6V1A ATP6V1E1 BAX BCAP31 BNC1 BTC CALM2 CAPZA2 CASP3 CASP4 CBX1 CCT3 CD53 CD55 CD82 CDH1 CDKN1A CDKN2A CFTR CLCN3 CLNS1A CNIH1 COPS5 CPE CPT2 CTNNB1 CX3CL1 CXCL3 CXCL6 CYP2J2 CYP3A7 DBP DDOST DDX19A DDX24 DMBT1 DOK1 DYNLT1 ECH1 EDN2 EGR1 ELP5 ENPP1 EPS15 EPS8 EXOC7 EYA2 FDFT1 FGFBP1 FHL1 FKBP2 FNTA FOS FOSL1 FOXA2 FXYD5 GAS8 GATA5 GDI2 GJA1 GJB4 GNA11 GNAI1 GNB5 GPD1 GSS GSTM1 GSTP1 H3-3A HAX1 HCCS HELLS HLA-A HLA-E HMBS HMGA2 HMMR HNRNPH1 HS3ST1 HSD17B10 IER2 IL1R1 IL1RN ITGB4 ITIH2 IVL KCNAB1 KLF3 KLF4 KRT15 KRT19 LBP LGALS3 LGALS9 LORICRIN MAN1A1 MAPK14 MMP13 MRC1 MRPL23 MTHFD2 MXI1 MYC NFKBIA NHERF1 NOCT NPEPPS NTAN1 OAZ1 OSTF1 PA2G4 PAM PDCD2 PENK PFKL PFN1 PHYH PIGF PIGQ PLXNA2 POLR1D POLR2C PPARG PPFIBP2 PPP1CB PRKACB PRKG2 PSMC1 PSMC5 PSME1 PTHLH PTPRM PTPRR PURA RAB18 RALY RNF2 ROCK1 RPL18 S100A13 S100A8 SCP2 SDC4 SDF2 SEC22B SEC23A SELENOP SEPHS2 SERPINB6 SERPINE2 SLC12A1 SLC1A5 SLC22A18 SLC35A1 SLC3A2 SNAP23 SOD1 SOS1 SPRR1A SRP14 SRSF1 STAC STIP1 STK3 STOM TCEA1 TCEA3 TFAM TKT TLE1 TM4SF1 TMEM165 TNNT2 TOB1 TOP2A TP53 TPD52 TPM3 TRIM25 UBE2H UCP2 UFD1 UGT1A10 VDAC1 WT1 XRN2 YWHAH YWHAQ YWHAZ ZFP36L1 GOTZMANN_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOTZMANN_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_UP ABCB1 ACTA2 BRCA1 CCL7 CCN2 CCT6A CDH2 CENPA CHEK1 CHRNB1 CLU COL18A1 COL1A1 COL3A1 COL4A1 COL4A2 COL5A2 CSF1 CTSV CYP1B1 DCK EDN1 FBLN2 FN1 FURIN GADD45B GATA2 GLG1 HMGB1 IGFBP7 IL4R INHBA INHBB IRGM ITGB1 JUN KIFC1 MAP4 MCM3 MKI67 MPDZ NCAM1 NR2F1 OAT ODC1 PAFAH1B1 PDGFA PKP1 PLA2G4A PLK4 PPIC PROS1 RBBP6 RBL1 RPSA SERPINE1 SMAD1 SMARCD1 SNAI1 TEAD2 TGFB3 TIMP1 TIMP3 TNC TOP1 TPP2 TRAF3 ZFX GOUYER_TATI_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOUYER_TATI_TARGETS_DN A4GALT BMP7 CSPG4 FABP5 FN1 HPN IGF2 IGFBP2 LOXL4 MAPK12 MCAM PTP4A3 RBBP8NL S100A4 SNCG TAGLN TIMP4 GOUYER_TATI_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOUYER_TATI_TARGETS_UP ANPEP CCL2 CXCL8 ID2 LCN2 PLD1 PRKCA TFF3 TNF ZBTB16 GOUYER_TUMOR_INVASIVENESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOUYER_TUMOR_INVASIVENESS AKR1B1 AKR1B10 CEMIP CKB CXCR4 GRB10 SPINK1 SQOR SYT13 GOZGIT_ESR1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOZGIT_ESR1_TARGETS_DN ABAT ABCA12 ABCA5 ABCC1 ABHD2 ABHD4 ABLIM1 ACKR3 ACOT2 ACSL3 ADAMTS19 ADCY1 ADCY9 ADGRF4 ADGRG1 AFF3 AGR2 AGR3 AHCYL2 AHI1 AHR AJUBA AK4 AKAP5 AKR1C1 AKR1C3 ALCAM ALOX15 AMER2 ANK3 ANKRD26P3 ANKRD35 ANKRD50 AOPEP AOX1 APBB2 APOD APOL1 AR AREG ARFGEF3 ARG2 ARID5B ARL15 ARL4A ARMCX2 ARMCX3 ARMT1 ARPIN ARRDC3 ASAP1 ASB9 ATP11B ATP1B1 ATP2A3 ATP2B1-AS1 ATP2C2 ATP8B2 ATP9A ATRNL1 B3GALNT1 BAG3 BAMBI BATF BATF2 BCAS1 BCL6 BEX4 BICD1 BIRC3 BLVRA BMP5 BMPR1B C11orf52 C1orf53 C2CD4A C3orf70 C4A C6orf118 C6orf141 C8orf88 C9orf152 CA12 CAB39L CACNB4 CACNG4 CALCR CAP2 CAPN9 CASK CAV2 CBLB CCDC169 CCDC170 CCDC83 CCL28 CCL5 CCPG1 CD109 CD44 CD44-AS1 CD99 CDCA7L CDK6 CDKL5 CDKN2B CEACAM1 CEACAM5 CEACAM6 CELSR2 CEMIP CERS6 CFAP20DC CFB CHD8 CHMP4A CHROMR CHST15 CKAP4 CLDN3 CLNK CLU CMAHP CMBL CNOT4 CNTN1 COA1 COBLL1 COL18A1 COL3A1 COL4A5 CP CPE CPEB2 CPNE4 CPT1A CRABP2 CRACR2A CREB3L2 CREM CRISP3 CRYBG1 CSNK1D CSTA CTHRC1 CTNND2 CTSF CTSS CUEDC1 CXCL12 CXCL16 CXCR4 CYP19A1 CYP1A1 CYP1B1 CYP2C8 CYTOR DACH1 DCDC2 DCLK1 DEGS2 DENND1B DEPTOR DGKD DHDDS-AS1 DHRS3 DIP2A DIRAS2 DKK1 DNAJA4 DNAJC12 DNAJC15 DNM3 DOCK8 DPF3 DPYD DR1 DSCAM DSCAM-AS1 DSCR8 DSP-AS1 DSPP DTNA DUSP10 DUSP8 DYNLT3 EDN1 EEF1A2 EEIG1 EFEMP1 EFNB2 EGLN3 EGR3 ELAPOR1 ELF5 ELL3 ELP2 EMC10 ENAH ENPP1 ENSG00000243818 ENSG00000265246 ENSG00000291107 ENTREP1 EPB41L1 EPB41L5 EPHA3 EPHA4 EPHA7 EPHX1 EPS15L1 ERBB4 ERN1 ESR1 EVL FAM114A1 FAM162B FAM169A FAM241A FAR2 FARP1 FAT1 FAXDC2 FBP1 FBXO32 FGF13 FGF14-AS2 FGFR2 FIGN FLCN FLRT3 FNIP2 FOXA1 FOXP1 FRAS1 FRK FRMD6 FTH1 FUT8 FUT8-AS1 FUT9 GABARAPL1 GABBR1 GAD1 GALNT18 GALNT4 GASK1B GATA3 GATA3-AS1 GATA6 GBP2 GDF15 GFRA1 GLMP GLRA3 GNA14 GNRHR GPATCH2 GPC1-AS1 GPC4 GPER1 GPNMB GPR137B GPR137C GPR37 GPX2 GREB1 GRHL2 GRHL2-DT GRIK3 GRIN2A GRIPAP1 GSN GSTA1 GSTT1 GUCY1B1 GULP1 H2AC8 H2BC21 H2BC8 H3C10 H3C4 H4C14 H4C8 HAGLR HDAC9 HDGFL3 HERC6 HES4 HHEX HID1 HIPK2 HK1 HLA-DPA1 HLA-DQB1 HLA-DRB1 HMCN1 HMGCLL1 HOXA10 HOXB-AS1 HOXB3 HOXC10 HOXC13 HOXC6 HS3ST5 HS6ST2 HSH2D HTR7 ICA1L IDS IFI27 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM10 IFT122 IGF1R IGF2BP2-AS1 IGFBP4 IGFBP5 IGFBP6 IGHE INPP4B INPP5F IRF7 IRF9 IRS1 IRX5 ISG20 ITGA6 ITGB8 JAG1 JUN KANK1 KCNJ3 KCNK6 KCTD15 KDELR3 KDR KIAA0513 KITLG KLF3-AS1 KLF7 KLF9 KRT13 KRTAP3-2 KYNU LARGE1 LCA5 LCN2 LDB3 LDOC1 LEPR LGALS8 LGALSL LILRB3 LIN7A LINC00052 LINC00205 LINC00824 LINC00992 LINC01087 LINC01213 LINC01730 LINC02482 LINC02848 LINC02889 LINC02984 LMCD1 LMNA LNCAROD LOXL1 LOXL1-AS1 LPAR6 LPIN2 LRATD1 LRCH1 LRRCC1 LSM14B LTBP2 LURAP1L LYPD1 MACF1 MACROD2 MAF MAGED1 MAN1A1 MAOA MAP2 MAPRE3 MARCKS MARVELD3 MASP1 MAST4 MATN3 MB21D2 MBNL3 MBOAT1 MCOLN3 MED14 MED15P9 MEG3 MICB MID2 MIR22HG MIR3648-1 MIR4500HG MITF MLLT3 MLPH MMP16 MMP25 MPDZ MPPED2 MPZL1 MS4A15 MSANTD2-AS1 MSMB MT2A MTSS1 MUCL1 MVP MX1 MYO1B MYO5A MYO6 NAB1 NAT1 NBEA NCAM2 NEAT1 NEBL NECAB1 NECTIN2 NEK6 NELL2 NF2 NFKBIZ NINJ1 NMD3 NME7 NNT NPAS3 NPC2 NPNT NR2F2 NR5A2 NRCAM NREP NRP1 NSL1 NUAK1 NUCB2 NUDT14 NUDT16 NUP210L OAS2 OLFM1 OR7E14P OSR2 OTULINL PABIR1 PAPSS2 PARP10 PATJ PCDH10 PCDH7 PCDHB10 PCDHB14 PCDHB16 PCDHB7 PCGEM1 PCGF5 PCP4 PCSK6 PDGFRL PDK3 PDLIM5 PDZK1 PDZRN3 PFN2 PGAP6 PGBD5 PGM2L1 PGM3 PGPEP1 PGR PIAS3 PIERCE2 PIK3R3 PKIA PKIB PLAAT3 PLCB1 PLCH1 PLCXD2 PLEKHA5 PLEKHA7 PLEKHB1 PLEKHS1 PLK2 PLLP PLPP1 PLXNA3 PMEPA1 POF1B PPM1E PPM1K PPM1L PPP1R3C PRDM11 PRICKLE2 PRKAR1A PRKCA PRLR PROCR PRR15L PRRT3 PRSS23 PRSS35 PRSS8 PRTFDC1 PSD3 PSG3 PSG4 PSG6 PSG9 PSMB8 PSMB8-AS1 PSTPIP2 PTGR1 PTK2 PTPN13 PTPRG PTPRG-AS1 PTPRK PTTG1IP PXDN PYCARD RAB27B RAB29 RAB30 RAB40B RABEP1 RAI1 RARA RASD1 RASGRP1 RASSF5 RBBP6 RBFOX2 RBMS2 RBPMS RCBTB1 REL RERG RET RFTN1 RGCC RGS22 RHOBTB3 RHOQ RIPPLY3 RLN2 RNASE1 RND3 RNF144B RNF43 RPRM RPS6KA2 RUBCNL RUNDC3B RUNX2 S100A6 SALL3 SAMD9 SAMD9L SAT1 SAT2 SCCPDH SCD5 SCGB1A1 SCNN1A SCPEP1 SCRN1 SCUBE2 SDK1 SDK2 SDR16C5 SDR42E1 SEC14L1 SEC24D SECTM1 SELENBP1 SELL SEMA3C SERPINA1 SERPINA3 SERPINA5 SESN3 SFXN2 SGCG SGK1 SGK3 SGMS1 SGSM2 SH3BGRL SH3BGRL2 SHANK2 SHROOM2 SHROOM3 SIDT1 SIGLEC15 SIPA1L2 SLC12A2 SLC12A2-DT SLC12A6 SLC16A14 SLC16A6 SLC16A7 SLC19A2 SLC1A1 SLC1A2 SLC24A3 SLC25A29 SLC25A30 SLC27A2 SLC27A6 SLC2A10 SLC37A1 SLC39A13 SLC39A6 SLC39A8 SLC46A3 SLC6A14 SLC6A8 SLC7A2 SLC9A7 SLITRK6 SMIM14 SMIM22 SMIM5 SMURF2 SNAP29 SNAPC3 SNX16 SOX2 SOX3 SOX9 SP100 SP110 SP140L SPAG4 SPART SPATA13 SPATA31A7 SPRED2 SPTBN2 SPTSSB SRGAP1 SRRM2 SRSF4 ST3GAL1 ST6GALNAC5 ST8SIA4 STAP2 STAT1 STC1 STC2 STMN3 STON2 STRBP SULF1 SUPT4H1 SUSD4 SYNPO2 SYT1 SYTL1 SYTL2 SYTL5 TACSTD2 TALAM1 TANC2 TBC1D2 TBC1D9 TBX2 TC2N TCEAL1 TCEAL3 TCF4 TDRD1 TEAD2 TEKT4P2 TENT5A TFF1 TFF3 TFPI TFPT TGFA TGFB2 TGFBI TGIF2 TGM2 THBD THBS1 THSD4 TIGD6 TIMP1 TIMP2 TLE1 TMEM106C TMEM140 TMEM150C TMEM219 TMEM45B TMEM64 TMPRSS4 TMSB4X TMTC1 TMTC2 TNFAIP3 TNFRSF11B TNFSF10 TOM1L2 TP53TG1 TPK1 TRANK1 TRIB2 TRIM2 TRIM37 TRIM38 TRIM49 TRIQK TRPS1 TSC22D3 TSPAN1 TSPAN13 TSPAN15 TTC39A TTC9 TUBA1A TWIST1 UAP1L1 UBE2QL1 UCP2 UCP3 UGCG UGDH ULK1 UNC5C-AS1 USP18 UTRN VAT1 VAV3 VDR VEGFC VEZF1 VIL1 VLDLR VMP1 VOPP1 WIPI1 WLS XAF1 XIST YPEL2 YTHDC1 ZC2HC1A ZDHHC15 ZG16B ZGPAT ZHX2 ZNF223 ZNF226 ZNF229 ZNF285 ZNF483 ZNF506 ZNF583 ZNF625 ZNF641 ZNRF1 ZPLD1 ZSWIM6 GOZGIT_ESR1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GOZGIT_ESR1_TARGETS_UP ABCG1 ACAA2 ACACB ACSF2 ACSL5 ADAMTSL4 ADIRF AGXT ALDH3B1 ALOX5 ALPP ANPEP ANXA8 ASPH B4GALT4 BLNK BMP2K C11orf86 CACNA1D CDC42EP3 CEBPA CEP170 CLMP CLSTN3 COL12A1 COL21A1 COX7B CRAT CRISPLD2 CSF3R CYP11A1 CYP26A1 CYP4F8 CYRIA DEGS1 DEPDC1 DHRS2 DOCK10 DPEP2 DSC2 DST DUSP19 DUSP9 ECM1 FAM13A FERMT2 FHL1 FHL2 FOS FRY FSD1 FYN GAS1 GATA2 GDPD5 GLDC GNAI1 GPAT2 GRAMD1C GRAMD2A GRHL1 HERC4 HSD17B1 HTR2C IGF2BP3 IGFBP3 IL18 ITSN1 KCTD12 KRT14 KRT5 KRT71 LAMB1 LAMC1 LIMCH1 LINC01300 LINC03104 ME2 MEGF6 MICAL2 MMRN2 MTARC1 NAGA NASP NMRK1 NPTX1 NR1H3 NT5E OBSL1 ORC1 OSBPL1A PALM PARVA PC PECAM1 PEG10 PIGY PIM1 PKDCC PLCL2 PLD1 PMEL POU5F1 PPARG PRKAG2 PRKAR2B PROM2 PTGER4 PTPN2 PTPN21 REEP6 RNF144A S100A12 SEMA5A SEPTIN6 SERPINE1 SGCE SKP2 SLC16A5 SLC18B1 SLC25A37 SLC39A10 SMIM2-AS1 SMPDL3A SNORD123 SORCS2 SPRR3 SRI SRSF11 STS SUB1 TCF19 TCF7L2 TCIRG1 TFAP2A TH THSD7A TMEM139 TNFAIP8 UCA1 UGT8 VGLL1 VSIR VTN VWDE WNT4 WWC1 XDH ZNF831 GRABARCZYK_BCL11B_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRABARCZYK_BCL11B_TARGETS_DN ABCG1 ACYP2 ALDH1A2 ARHGAP19 ARPP21 ASF1B BCL2L1 BICD1 C4orf3 C9 CDH4 CHRNA3 CNOT6L CTSG DNTT DUSP7 ENSG00000280119 ETV5 FA2H FAM98A FBXW2 FLI1 GALNT6 GM2A GOLGA7 GSTCD GTDC1 LAMP3 MACROD1 MPPED2 MRPL46 MZB1 NAA50 NINJ2 OPN3 PAG1 PDF PIGN PPP3CB PRSS2 PSMD9 RCSD1 SCFD2 SFR1 SGPP1 SHTN1 SLC40A1 SLIT1 SPINK2 STAU2 SYK TFDP2 TICAM2 TIMP2 TMED5 TMEM225B TSHR TTYH2 UBE2V2 UQCRC2 USP7-AS1 GRABARCZYK_BCL11B_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRABARCZYK_BCL11B_TARGETS_UP AASDHPPT ACACA ADCYAP1 AGPS AHNAK AK4 ANKRD46 ANXA2 APOBEC3G ATP5F1E ATP6V0E2 BICD2 BNIP3 CAMSAP2 CCR7 CCSER2 CRYBG1 CTSW DENND1B GMFB GSAP HSH2D ID1 ID2 IGLC2 IGLL3P IKZF2 IL2RB IRF1-AS1 ITGB7 JAK1 LGALS1 MAPK6 MREG MSI2 MYCN NEK7 NKG7 NQO1 NUS1 PAFAH1B2 PDCD6IP PEX26 PIK3R1 PIK3R3 PLEKHA8 PMP22 PPIP5K2 PRF1 PRKAR2B PRKCQ-AS1 RAB27A RDX RECQL RPS6KA3 S100A4 SCARB2 SH3BP5 SLC30A9 SLC35A1 SLC35F5 SNHG33 SPOPL STING1 STK26 TIMP1 TMEM167A TNFSF10 TOR1AIP2 TPRG1L TRAM2 TRGC1 TRUB1 U2AF1 UMAD1 USO1 USP44 ZBTB16 ZDHHC21 ZNF678 ZNF814 GRADE_COLON_AND_RECTAL_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRADE_COLON_AND_RECTAL_CANCER_DN ACTL8 ADAMTSL4 AKR7A2 AOC2 B3GALNT1 C14orf132 C2orf88 CA5A CACNA2D2 CBS CCDC71 CCR9 CD28 CDK12 CFD CHST15 CHST8 COL4A5 CPN2 CX3CR1 CYB5D1 DAP DHPS FABP7 FAN1 FHL1 FKRP GFI1 GGA1 GNA11 GNPDA1 GPC1 GPR87 GREB1 GTF3C4 HAUS5 HIC2 HMGXB4 ITPKB JAM3 KRT84 LDB2 LGALS2 LRFN1 LRTOMT LYPD3 MEF2D MITF MSRA MYCN NAT8L NAV1 NR1H4 NR3C1 NUDT11 OSGIN2 PARM1 PARVB PCDHB5 PDK4 PGC PLAC8 PLD1 PLPP1 PRKACB PRRT2 PTPRZ1 RERE SASH1 SCAMP5 SERTAD4 SESN2 SIRPB1 SIX1 SLC16A9 SLC30A3 SLC30A6 SMIM14 SNCA SOCS2 SPIN4 ST6GALNAC6 STAR STAT5A SYNC TBC1D27P TGFBR3 TIMM22 TLE4 TLN2 TM9SF1 TOX2 TRPS1 TYRP1 UBAP1 UGDH UNC5B XPNPEP3 YY1AP1 ZBTB4 ZNF135 ZNF787 GRADE_COLON_AND_RECTAL_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRADE_COLON_AND_RECTAL_CANCER_UP AAMP AARS1 ABCB8 ABCF1 ACBD6 ADGRG1 AHCY ALG1 AMPD3 ANXA5 ATIC ATP6AP2 AURKA AZGP1 BACE2 BORA BPHL C4BPB CAMSAP1 CARHSP1 CCDC191 CCDC85B CCDC92 CCNB1 CCT5 CCT7 CCT8 CD44 CD46 CDC25B CDC45 CDC6 CDCA7 CDK1 CDK7 CEP57L1 CFB CHCHD2 CKS2 CNBP COL4A1 COPS8 CSNK1E CSTF1 CTSB DAP3 DCAF7 DDIT4 DDX1 DDX27 DDX39A DDX39B DEF8 DGAT2 DHX8 DHX9 DNAJA3 DNAJC2 DNTTIP1 DOLK DPM1 DPY19L1 DRG1 DUSP18 EEF1E1 EFTUD2 EIF2S2 EIF3B EIF3E EIF4A1 EIF4B EIF6 EMC8 ENG EPHB2 EPRS1 ERI1 ETS2 ETV4 EXOC2 FAM210B FBL FBXO11 FDFT1 FERMT1 FXYD5 GARS1 GCLC GCSH GDF15 GEMIN6 GLO1 GPSM2 GSK3B GTF2F2 GTF3A GTPBP10 GYG2 H2AZ1 HELLS HILPDA HJURP HM13 HMGB1 HMGB2 HNRNPA1 HNRNPA2B1 HNRNPD HNRNPK HOXB5 HSPA4 HSPA9 HSPE1 ICA1 IFITM1 IFRD1 INTS7 IRAK1 ITGB5 KARS1 KBTBD2 KIF23 KNTC1 KPNA3 L1CAM LAMP1 LAPTM4B LDHA LDHB LRP8 LST1 LY6E LYAR MACROH2A1 MAGED2 MARS1 MBTPS2 MCM2 MCM3 MCM4 MCM5 MCM7 MDC1 MELK METTL2B METTL3 METTL5 MKLN1 MLST8 MRGBP MRPL17 MRPL3 MRPL9 MTHFD1 MTHFD2 MYC NAA10 NDUFAF7 NEBL NIP7 NIT2 NMI NOB1 NOL8 NONO NOP56 NPM1 NQO2 NSMCE2 NUSAP1 OLA1 OSER1 PA2G4 PABPC3 PAFAH1B3 PCNA PDCD2L PDCD6 PDK3 PDXK PERP PFDN2 PKM PLAAT3 PLAU PLCB4 PLK1 PMPCB PNPO PNPT1 POFUT1 POLD2 POLQ POLR1D POLR2D POMP PPA1 PPIA PRDX1 PRDX4 PRKDC PSMA1 PSMA2 PSMA3 PSMB1 PSMB3 PSMB7 PSMD14 PSMD4 PSMG1 PTCD3 PTDSS1 PTPN12 PXDN RAB4B RAN RBM26 RCC1 RCN1 RFC2 RFC5 RHEB RLIM RMI2 RRM1 RRM2 RTF2 RTKN S100A14 SAP18 SEPHS1 SERPINB5 SET SFT2D3 SH3GL1 SHISA5 SKA3 SLC12A2 SMPD4 SNRPB SOD2 SOX9 SPARC SPATA13 SPP1 SRP72 SRSF1 SRSF2 SSB SSRP1 SYAP1 SYNCRIP TALDO1 TARS1 TBCE TCF7 TFB1M TGDS TGFBI THEM6 THOC3 THY1 TIMELESS TIMP1 TKT TMEM97 TMSB4Y TPI1 TRAF5 TRAP1 TRUB2 TTPAL UBD UBE2N UBR4 URI1 USP7 USP9X UTP11 VBP1 VEGFA VKORC1L1 WDR74 WDR75 XRN2 ZDHHC9 ZFAND1 ZMYND8 ZNF84 ZNG1B GRADE_COLON_VS_RECTAL_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRADE_COLON_VS_RECTAL_CANCER_DN ADSS1 ALDH1L1 ANAPC5 ANGEL1 ANKRD40 ANP32A AP5Z1 BICD1 BLOC1S6 C15orf39 CDIN1 CPSF7 CRYZL1 DCLK1 DUSP7 EPB41L3 ESPL1 FCF1 FGF12 FLYWCH1 FRAS1 FZD9 GRAMD1B H2AC18 ID3 KLK15 KLRK1 KMT2E LMNB2 MAGEA5P MNT MPI PCSK1N PHLDA1 PHLDB1 PIAS3 PIP4P1 POLL PRICKLE4 PTHLH PYY2 QTRT1 RAD23A RETREG3 RNASE4 RPL17 SLC30A1 SLC31A1 TAGLN2 TCF3 THBS3 TNFRSF13B TRPM1 ULK1 VPS26B WFDC2 GRADE_COLON_VS_RECTAL_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRADE_COLON_VS_RECTAL_CANCER_UP ADGRF5 ALG5 ASF1B BCL11B CANX CD34 CEMIP CTPS1 DDX50 DESI2 EMCN ENGASE ENOX2 ERO1A FAM217B FOCAD FSTL1 GADD45B HABP4 HNRNPC HTRA3 IL1A INSIG2 JUNB LAGE3 MAP3K20 PALMD PCDH20 PMP2 RAD18 RHOQ RNASEH2B RPRD1A RYK STX2 TEX10 UMPS ZWILCH GRAESSMANN_APOPTOSIS_BY_DOXORUBICIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_APOPTOSIS_BY_DOXORUBICIN_DN AAK1 AARSD1 AATF ABCB7 ABCC1 ABCD3 ABCE1 ABHD17C ACAA2 ACACB ACBD6 ACHE ACIN1 ACOT9 ACSL4 ACTB ACTR8 ACVR1 ACVR1B ADAM10 ADAM17 ADAMTS5 ADAMTSL5 ADAT1 ADAT2 ADCK1 ADD3 ADISSP ADK ADNP AFG3L1P AGAP1 AGFG2 AHCTF1 AHDC1 AK3 AKAP12 AKAP8 AKR1E2 ALDH18A1 ALDH1B1 ALDOA ALG12 ALG14 ALG3 ALKBH4 AMBRA1 AMZ1 ANAPC1 ANAPC11 ANAPC4 ANGPT1 ANGPTL6 ANKH ANKRD13B ANKRD17 ANLN ANP32B ANXA6 AOC3 AP1G1 AP2B1 AP3D1 AP3M2 AP5M1 APBB1 APBB2 APEX1 APOOL AQP5 ARF6 ARFGEF1 ARGLU1 ARHGAP21 ARHGAP5 ARHGAP6 ARHGEF10 ARHGEF10L ARHGEF12 ARID4B ARIH1 ARL6IP5 ARMCX1 ARMT1 ARPC1B ARRB2 ASAP1 ASB7 ASH1L ASNSD1 ASPH ATAD1 ATE1 ATF2 ATF4 ATF6 ATG10 ATG5 ATL3 ATM ATP10A ATP11A ATP1A2 ATP2A2 ATP5F1C ATP5MC1 ATP5MC2 ATP6V0A1 ATP6V0A2 ATP9A ATRX ATXN2 ATXN7 ATXN7L3 B9D2 BABAM2 BACE1 BAG5 BAZ2B BBS2 BBS9 BBX BCCIP BCDIN3D BCKDHB BCKDK BCL2 BCL2L2 BCL3 BCL7B BCL9 BCLAF1 BCR BCS1L BEAN1 BET1 BEX3 BGN BICC1 BICD1 BIN1 BIRC6 BLOC1S5 BMPR1A BNIP1 BNIP3 BNIP3L BOC BOLA1 BORCS5 BORCS7 BPNT1 BRAF BRAT1 BRCA2 BRCC3 BRD4 BRD8 BRI3 BRWD1 BTBD3 BTC BYSL C11orf52 C11orf58 C11orf98 C15orf40 C16orf74 C17orf49 C19orf53 C1D C1QBP C1QTNF12 C1orf159 C2orf76 C5orf34 C6orf136 CA9 CAB39L CACHD1 CACNA1A CADM1 CALM3 CAMK2D CAMK2G CAP1 CAPN6 CAPRIN1 CAPZA1 CARD19 CARM1 CARMIL1 CASC3 CASD1 CASK CASP2 CAT CAV1 CAV2 CAVIN3 CBL CBX1 CBX3 CBX5 CBX6 CBX8 CCDC102A CCDC127 CCDC43 CCDC50 CCDC88A CCDC9 CCDC91 CCL5 CCN5 CCNH CCNI CCNQ CCNT2 CCSAP CD200 CD276 CD2AP CD44 CDC27 CDC42BPA CDC6 CDC7 CDC73 CDCA7 CDCA7L CDK16 CDK2 CDK4 CDK5RAP1 CDK5RAP2 CDKAL1 CDKN1B CEBPB CEBPG CEBPZOS CELA1 CEMIP2 CENATAC CEP131 CEP15 CEP152 CEP20 CEP41 CEP57L1 CERT1 CETN3 CFAP141 CFAP97 CGNL1 CHAC2 CHCHD3 CHD1 CHD1L CHD4 CHD7 CHEK1 CHEK2 CHM CHML CHMP1B2P CHST10 CILK1 CIP2A CKAP5 CLASP2 CLCF1 CLIP1 CLIP2 CLK4 CLOCK CLPP CLSTN1 CLYBL CMBL CNEP1R1 CNN3 CNOT1 CNOT2 CNOT4 CNOT6 CNOT6L CNOT7 CNTF CNTLN CNTN1 CNTROB COA5 COA7 COASY COG1 COIL COL12A1 COL1A2 COL3A1 COL4A6 COL5A2 COMMD1 COMMD2 COP1 COPG2 COPS7A COQ3 COQ5 COQ8A COX16 COX17 COX20 CPNE1 CPT1B CPTP CRADD CREB1 CRELD1 CRK CRLF2 CRYBG3 CRYZL1 CSDE1 CSNK1D CSNK2A1 CSTF2 CSTF3 CTBS CTCF CTDSP1 CTDSP2 CTDSPL CTNNB1 CTNNBIP1 CTTN CUL2 CUL3 CUL4B CUTA CXADR CXCL6 CXXC1 CXorf38 CYB5B CYB5R1 CYP1B1 CYP24A1 CYP2C18 CYP4F3 CYP51A1 CZIB D2HGDH DAGLB DAP DARS1 DAZAP1 DBF4 DBN1 DCAF1 DCAF5 DCAF8 DCLK1 DCP1A DCPS DCTN4 DCTPP1 DCUN1D1 DDI2 DDR2 DDX10 DDX17 DDX19B DDX39B DDX3X DDX6 DEK DENND11 DENND1A DEPTOR DGCR2 DGCR8 DHCR24 DHCR7 DHDDS DHODH DHPS DHRS11 DHRS4 DHX36 DHX9 DIABLO DIAPH3 DIMT1 DIP2B DLAT DLG1 DLGAP5 DLK2 DLX5 DMAC1 DMAC2 DMP1 DNA2 DNAJB12 DNAJC13 DNAJC14 DNAJC24 DNM1L DNPH1 DOCK1 DOCK5 DOCK9 DPAGT1 DPH6 DPY30 DRAM2 DRG1 DSG2 DST DTL DTNBP1 DTX3 DTYMK DUSP11 DUSP12 DUSP16 DUSP19 DUSP22 DYM DYNLT1 DYNLT3 DYRK1A DYSF E2F8 EARS2 EBPL ECI1 EDEM3 EEA1 EEF1AKMT1 EEF1E1 EEF2K EFCAB2 EFHD1 EFHD2 EFL1 EFNA4 EFNA5 EFR3A EGLN1 EGLN2 EHD2 EID1 EIF2S2 EIF4A1 EIF4A2 EIF4B EIF4E2 EIF5B ELAC1 ELAC2 ELF5 ELK1 ELK3 ELK4 ELMO1 ELOVL5 ELOVL6 ELP2 ELP3 ELP4 EMG1 EMP1 EMP2 ENC1 ENOX2 ENSA EPB41L2 EPB41L4A EPC1 EPHA4 EPHB4 EPN2 ERBB2 ERBIN ERC1 ERCC4 ERCC6L ERG28 ERGIC1 ERI2 ERI3 ERLIN1 ETAA1 ETF1 ETS1 EVA1A EWSR1 EXOC4 EXOC6 EXOSC1 EXOSC10 EXOSC2 EXOSC5 EXOSC7 EXT1 EZH1 F2RL1 FAAH FADS1 FADS2 FAIM FAM118A FAM220A FAM3C FANCA FANCC FANCL FANCM FAR1 FARP1 FARS2 FARSB FASTK FASTKD2 FBF1 FBXL8 FBXO21 FBXO4 FBXO6 FBXW11 FBXW2 FDFT1 FDPS FECH FER FERMT2 FEZ2 FGFR1 FIGNL1 FJX1 FKBP11 FKTN FLOT1 FMO1 FMR1 FNDC4 FOSL2 FOXC1 FOXF1 FOXF2 FOXJ3 FOXK2 FOXM1 FOXN2 FOXP1 FRMD4B FRMD6 FRRS1 FRS3 FRYL FSTL1 FTO FUBP1 FUOM FUT8 FXN FYN FZD2 FZR1 GAB1 GABBR1 GABPA GABRB2 GALK1 GALNT2 GALNT4 GALNT7 GART GAS5 GATAD2B GATB GATD3 GCNT1 GCSH GDI1 GDPD1 GEMIN2 GEMIN6 GHDC GHR GID8 GJC1 GLG1 GLI2 GMFB GMNN GMPR GNA12 GNAO1 GNB1 GNG12 GNG5 GNL1 GNPNAT1 GOLIM4 GOLPH3 GORASP2 GOT1 GPAM GPATCH8 GPHN GPR137B GPT2 GRB14 GRHL2 GRK5 GRTP1 GSDME GSK3B GSR GTF2I GTF2IRD1 GTPBP2 GYS1 H1-0 H1-4 HACE1 HADH HARS2 HAUS1 HBP1 HCFC1 HDAC3 HDAC7 HDHD3 HEATR1 HECTD1 HELLS HERC4 HEXD HIBCH HIF1A HIKESHI HIP1 HIPK2 HIVEP2 HJURP HLA-G HLF HMBOX1 HMBS HMGA2 HMGB1 HMGB2 HMGCS1 HMGXB4 HNF4A HNRNPA1L2 HNRNPD HNRNPDL HNRNPK HNRNPL HNRNPR HNRNPU HOMER2 HP1BP3 HSD11B1 HSD3B7 HSPA4 HSPA8 HSPA9 HSPB8 HSPBP1 HSPE1 HTATSF1 HUWE1 IARS1 IARS2 IBTK ID3 IDE IER3 IFRD2 IFT122 IFT46 IGF1 IGF1R IGF2BP2 IGFBP2 IGFBP5 IKBKB IKBKG IL13RA1 IL15RA IL17RC IL1R1 IL6ST ILF3 ILKAP IMMT INPP5K INSIG2 INTS6 INTS7 INVS IP6K1 IPO11 IPO8 IPP IQCC IRF3 ISOC1 ITCH ITGA5 ITGB3BP ITPR1 ITSN2 IVNS1ABP JARID2 JDP2 JMJD8 JTB KANK2 KANSL1 KANSL2 KAT2A KAT2B KAT7 KCNK1 KCTD1 KDELR1 KDM4B KEAP1 KHDRBS1 KIAA0319L KIAA1217 KICS2 KIF11 KIF1B KIF2A KIF3C KIF4A KIF5B KITLG KLF13 KLF3 KLF6 KLF7 KLHL20 KLHL24 KLHL36 KLHL5 KLHL7 KMT2A KMT2C KMT2E KMT5B KNSTRN KPNA1 KPNA3 KPNB1 KRAS KRBA1 KRCC1 KRI1 KRTCAP2 LACTB2 LAMC1 LAMTOR4 LANCL2 LBR LCLAT1 LDLR LETMD1 LGALS7 LGALSL LIG3 LIMCH1 LIMK1 LIMS1 LMBR1 LMBRD1 LMF1 LMNB1 LMNB2 LOX LOXL4 LPCAT1 LPP LRBA LRCH4 LRP6 LRRC58 LRRC8C LSS LTA4H LTBP1 LUC7L2 LYPLAL1 LYRM2 LYSMD3 LYST LZTS2 MAD2L2 MAGI1 MAGI3 MAGOHB MAN1A2 MAP2 MAP2K7 MAP3K1 MAP3K4 MAP3K5 MAP4K3 MAP4K5 MAP6 MAPK3 MAPK8 MAPKAP1 MAPRE2 MAPT MARCKS MARCKSL1 MBD2 MBD3 MBOAT1 MBTPS1 MCCC2 MCM2 MCMBP MCRS1 MDFI MDFIC MDN1 MDP1 ME2 MECP2 MED12 MED16 MED25 MEF2A MEPCE METRN METTL1 METTL22 METTL27 MFSD4B MGA MGST3 MID1IP1 MINPP1 MIOS MKI67 MKKS MLLT10 MLLT3 MMAB MMACHC MNAT1 MND1 MNT MORF4L1 MORF4L2 MOSPD2 MPC1 MPDZ MPHOSPH10 MRGPRF MRM1 MRPL12 MRPL15 MRPL17 MRPL19 MRPL23 MRPL3 MRPL32 MRPL34 MRPL40 MRPL42 MRPL50 MRPL58 MRPS16 MRPS28 MRPS5 MRRF MRTFA MS4A8 MSH3 MSMO1 MSN MSRA MSRB2 MTAP MTBP MTCH2 MTDH MTF2 MTFMT MTHFD2 MTHFS MTMR2 MTMR3 MTMR4 MTSS1 MUC4 MUTYH MVK MYADM MYB MYBBP1A MYC MYDGF MYG1 MYL6B MYNN MYO10 MYO1B MYO1E MYO9A MYOC MYOD1 MYOF MYORG NAA10 NAA15 NAGA NAGK NAP1L3 NASP NBEA NCAPD2 NCAPG2 NCAPH NCK2 NCOR1 NDFIP1 NDN NDST1 NDUFAF4 NDUFAF7 NDUFB4 NDUFS7 NDUFS8 NEAT1 NECTIN2 NEDD4 NEDD4L NEIL3 NEK3 NEK7 NELFA NET1 NEURL4 NF1 NF2 NFATC1 NFATC3 NFIB NFIC NFIX NFKB1 NFYA NFYC NICN1 NIPBL NIPSNAP3A NISCH NKD2 NMT1 NOLC1 NONO NOP10 NOP56 NOP58 NORAD NOTCH2 NOTCH4 NPM1 NR1D2 NR1I3 NR2C2 NR2C2AP NR3C1 NRAS NREP NRF1 NRIP1 NRM NRP2 NSFL1C NSMCE1 NSMCE2 NSMCE4A NSUN4 NT5C NT5C3B NT5E NTNG1 NUBP1 NUDCD1 NUDCD3 NUDT16L1 NUDT2 NUDT21 NUDT4 NUF2 NUMB NUP107 NUP133 NUP160 NUP58 NUSAP1 NUTF2 NXT1 OCEL1 ODR4 OGG1 OGT OLA1 OLFML2B OPA3 OPHN1 ORC3 ORMDL1 OSBPL6 OSBPL9 OSGEP OSMR OSR1 OXA1L OXNAD1 OXSM P2RX4 P2RY2 PABIR1 PABPN1 PAFAH1B1 PAFAH1B2 PAFAH1B3 PAGR1 PAICS PAK1 PAK3 PALM2AKAP2 PALS2 PANK1 PANK3 PAPOLA PAPSS1 PARD3 PARD6A PARD6B PARN PARP16 PARP2 PASK PAXIP1 PBK PBRM1 PBX1 PBX2 PCBD2 PCBP4 PCCA PCDHB18P PCF11 PCGF2 PCID2 PCK2 PCM1 PCMTD1 PCMTD2 PCNX3 PDAP1 PDE6D PDE7A PDE8A PDGFRA PDGFRB PDHA1 PDK1 PDK2 PDS5A PDSS1 PDZRN3 PEAK1 PER2 PER3 PEX11A PEX14 PEX7 PFKL PFKM PFKP PGLS PHB1 PHF12 PHF13 PHF20 PHF21A PHF3 PHIP PHKA1 PHKA2 PHLDB2 PHYKPL PIGC PIGO PIGP PIGU PIK3C2A PIK3C3 PIK3R1 PIMREG PIPOX PITPNB PKP4 PLA2G15 PLA2R1 PLCE1 PLD1 PLD2 PLEKHA5 PLEKHF1 PLEKHG5 PLIN3 PLK4 PLP2 PLPP2 PLPP3 PLSCR1 PMF1 PMPCB PNN POFUT1 POLA1 POLB POLD1 POLD2 POLD3 POLE POLE2 POLI POLM POLR1A POLR1B POLR1D POLR1H POLR1HASP POLR2I POLR3A POLR3F POLR3G POMK PORCN POT1 POU2F1 PPARGC1B PPAT PPDPF PPIH PPIL4 PPP1CC PPP1R3C PPP2R1B PPP2R3A PPP2R3C PPP3CA PPP3CC PPP4R3A PPP4R3B PQBP1 PRELID1 PRELP PRIM2 PRKACB PRKCZ PRKD3 PRKDC PRMT2 PRMT7 PRNP PRPF31 PRPF38B PRPF39 PRPSAP1 PRUNE1 PRXL2C PSENEN PSIP1 PSMG1 PSMG4 PSTK PTBP2 PTBP3 PTCD2 PTCH1 PTDSS2 PTMS PTOV1 PTPN11 PTPN12 PTPN21 PTPRA PTPRF PTPRK PTPRS PTRH2 PTRHD1 PTS PUM1 PUM2 PUM3 PURA PUS3 PYGB QKI QRICH1 RAB14 RAB18 RAB27B RAB28 RAB2A RAB3D RAB4A RAB4B RAB9A RABGAP1L RABGGTA RABGGTB RABIF RACGAP1 RAD18 RAD21 RAD23A RAD23B RAD51B RAD51C RAD54L RAF1 RAI14 RALGAPA1 RANBP1 RAP1GDS1 RASL12 RASSF1 RASSF8 RAVER1 RBBP9 RBFOX2 RBL1 RBM10 RBM14 RBM18 RBM25 RBM26 RBM39 RBM5 RBMS1 RCAN3 RCC1L RCCD1 RCE1 RCL1 RDH14 RDX RECK REEP6 REPS1 RETREG1 REV3L RFC1 RFK RGS11 RGS19 RHBDD1 RHOBTB2 RHOT2 RHOU RIF1 RILPL1 RILPL2 RIMOC1 RIPK1 RITA1 RLIM RMND1 RNASEH1 RNF111 RNF13 RNF130 RNF138 RNF141 RNF145 RNF214 RNGTT ROCK1 ROCK2 ROR1 RP2 RPA3 RPAP2 RPL22 RPL22L1 RPL3 RPL30 RPP14 RPP21 RPP40 RPS19 RRBP1 RREB1 RRM1 RRP15 RRP1B RRP8 RSRC1 RSRC2 RTTN RUFY3 RUNX1 RUNX2 RUSC2 RUSF1 RYK S100B SAAL1 SAE1 SARNP SASH1 SBF2 SC5D SCAF11 SCAF8 SCAMP4 SCARA5 SCD SDC3 SEC14L1 SEC16B SEC24D SEH1L SEMA6D SENP1 SENP6 SEPSECS SEPTIN10 SERGEF SERPINB1 SERTAD3 SESN1 SESN3 SF3B3 SFR1 SFXN1 SFXN4 SGTB SH3BGRL SH3BP5 SH3KBP1 SH3RF1 SHKBP1 SIL1 SIN3A SINHCAF SIRT4 SKA1 SKI SKP2 SLAIN2 SLC12A6 SLC19A1 SLC20A2 SLC23A2 SLC25A10 SLC25A13 SLC25A24 SLC29A2 SLC30A6 SLC35A3 SLC39A11 SLC39A3 SLC44A1 SLC44A2 SLC44A3 SLC4A3 SLC4A4 SLC6A2 SLC7A2 SLC9A8 SLC9B1 SLF2 SLK SMAD4 SMARCA2 SMARCAD1 SMARCB1 SMARCE1 SMC5 SMC6 SMIM10L1 SMIM11 SMIM30 SMR3B SMYD2 SMYD5 SNAI2 SNAPIN SND1 SNHG16 SNHG5 SNHG6 SNHG8 SNORD22 SNRNP40 SNRNP48 SNRPA SNX14 SNX15 SNX18 SNX5 SNX9 SOCS2 SOCS6 SOD2 SON SOX12 SOX6 SP3 SPAG7 SPART SPATS2 SPCS3 SPDEF SPEG SPEN SPHK1 SPIN1 SPOP SPPL3 SPRED1 SPRED2 SPRY1 SPTAN1 SPTBN1 SQLE SREBF2 SREK1 SRGAP1 SRGAP2 SRGAP3 SRPK2 SRPRB SRSF1 SRSF10 SRSF2 SRSF3 SRSF6 SRSF7 SSBP1 SSPN SSR1 ST13 ST3GAL1 ST3GAL5 ST7L STAG1 STAG2 STAM2 STAMBPL1 STARD4 STAT5A STAT5B STAT6 STC1 STEAP3 STEAP4 STK3 STOML2 STRADA STX12 STX17 STX4 STX8 SUCLG2 SULT2B1 SUOX SUPT20H SUV39H1 SUZ12 SVIL SWAP70 SYNCRIP TACC2 TADA3 TAF1D TAF8 TAFA5 TANC1 TAOK1 TARS1 TARS2 TBC1D17 TBC1D19 TBCE TBL1X TBL1XR1 TBL2 TBRG4 TCERG1 TCF12 TCF19 TCF25 TCF3 TCF4 TCF7L2 TCOF1 TCP1 TCP11 TCTN3 TDP1 TEFM TEN1 TENM4 TENT2 TF TFAP4 TFB1M TFRC TGFB2 TGFBR3 THA1P THAP12 THOC2 THOP1 THRA THRAP3 THRSP THSD1 TIA1 TIFA TIMELESS TIMM10 TIMM44 TIMM9 TIMP3 TK1 TLCD1 TLE2 TLE6 TLR6 TM9SF3 TMEM106B TMEM109 TMEM121 TMEM126A TMEM135 TMEM144 TMEM161A TMEM167A TMEM168 TMEM175 TMEM176A TMEM176B TMEM179B TMEM186 TMEM209 TMEM216 TMEM268 TMEM39A TMEM60 TMEM79 TMEM80 TMLHE TMPO TNFSF13 TNNC2 TNPO3 TNRC6A TNRC6B TNS2 TOE1 TOM1 TOM1L1 TOMM40 TOMM5 TOP2A TP53I13 TPBG TPD52L2 TPK1 TPM3 TPR TRAF2 TRAF6 TRAK1 TRDMT1 TRIB1 TRIB2 TRIB3 TRIL TRIM16 TRIM2 TRIM44 TRIO TRIP11 TRIP13 TRIP4 TRMT112 TRMT1L TRPC2 TRPM7 TRPS1 TRUB2 TSC22D4 TSEN15 TSPAN15 TSPAN2 TSPAN5 TTC14 TTC28 TTC3 TTC5 TTC8 TTI2 TTYH2 TUBA1A TUBB TUBB2B TUBGCP4 TWF1 TXNIP TXNRD3 TYMS U2AF1L4 UBA2 UBA3 UBAP2L UBE2C UBE2D3 UBE2E2 UBE2E3 UBE2G1 UBE2J1 UBE2K UBE2S UBE2W UBE3A UBE4B UBL4A UBR1 UBR2 UBR5 UBXN6 UCK2 UFC1 UQCC2 UQCC4 URI1 USE1 USP1 USP21 USP22 USP34 USP36 USP4 USP47 USP9X UTP25 UTRN VAMP3 VANGL1 VANGL2 VASP VAV3 VCAM1 VCF1 VPS35L VPS54 VPS72 VRK3 VSX2 VTI1A VTI1B VWA1 WAC WASHC4 WASL WDFY3 WDR33 WDR4 WDR75 WDR77 WDR82 WDR87 WDSUB1 WEE1 WNT5A WWOX XBP1 XIAP XPA XPO1 XPO4 XPO7 XPR1 XRCC4 XRCC5 YAE1 YBX3 YEATS4 YES1 YTHDF3 YWHAH YWHAZ ZBED3 ZBTB12 ZBTB14 ZBTB17 ZBTB20 ZBTB22 ZBTB46 ZBTB7B ZCCHC14 ZCCHC7 ZCCHC8 ZDHHC3 ZDHHC5 ZDHHC6 ZEB2 ZFAND3 ZFHX3 ZFP82 ZFP90 ZFP91 ZFPM1 ZKSCAN4 ZMYM3 ZMYM6 ZNF124 ZNF142 ZNF148 ZNF18 ZNF207 ZNF212 ZNF22 ZNF235 ZNF277 ZNF280C ZNF280D ZNF282 ZNF292 ZNF318 ZNF322 ZNF329 ZNF395 ZNF398 ZNF429 ZNF445 ZNF467 ZNF519 ZNF521 ZNF565 ZNF638 ZNF644 ZNF704 ZNF706 ZNF768 ZNF771 ZNF790 ZSCAN12 ZSCAN21 ZSCAN22 ZSCAN26 GRAESSMANN_APOPTOSIS_BY_DOXORUBICIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_APOPTOSIS_BY_DOXORUBICIN_UP AAMDC AAR2 ABCB10 ABHD4 ABHD5 ABTB1 ACAA1 ACAD11 ACAD8 ACAD9 ACADSB ACADVL ACOT6 ACOX2 ACOX3 ACSL1 ACTR1B ADA ADAM15 ADAM1A ADAM8 ADAMTS15 ADAMTS4 ADAMTS7 ADGRL1 ADRB2 AEN AGPAT5 AGTPBP1 AHCYL2 AHNAK AHR AK1 AK4 AKR1B1 ALAD ALAS1 ALDH1A1 ALDH1L1 ALDH2 ALDH4A1 ALKBH4 ALOX12 ALOXE3 AMPD2 ANGEL1 ANGPT4 ANGPTL2 ANKRD10 ANKRD17 AOX1 AP4S1 APAF1 APOBEC1 APOF APOH AQP1 ARAP1 ARAP2 AREG ARHGAP27 ARHGAP39 ARL16 ARMC7 ARPP21 ARRDC1 ARVCF ASAH2 ASS1 ATF3 ATG101 ATG3 ATG9B ATOSB ATOX1 ATP13A2 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 BAG1 BAIAP2 BCAP31 BCAR1 BCL2L11 BCL2L2 BECN1 BET1L BLCAP BMAL1 BMP1 BRIX1 BST2 BTG1 BTG2 BTG3 C11orf68 C12orf4 C19orf12 C19orf47 C1QTNF1 C1QTNF5 C1S C21orf91 C22orf23 C4B C6orf132 C8orf76 C9orf78 CABYR CALHM2 CAMK2B CAMP CAPG CAPN1 CAPN10 CAPRIN2 CARHSP1 CASQ2 CAVIN1 CBARP CBX1 CBY1 CCDC117 CCDC137 CCDC166 CCDC86 CCDC96 CCN4 CCNG1 CCNL2 CCPG1 CCS CD14 CD207 CD24 CD274 CD68 CDC25A CDC42EP3 CDHR4 CDIPT CDK18 CDK5R1 CDKN1A CDR2 CDR2L CELF4 CELSR2 CENPE CENPT CEP104 CEP112 CEP295NL CES2 CETN2 CHAC1 CHCHD10 CHMP1B CHP1 CIRBP CITED2 CITED4 CKAP2 CLASRP CLBA1 CLCC1 CLDN23 CLDN9 CLDND1 CLEC4G CLP1 CLSTN3 CLTB CMPK2 CNBD2 CNTRL COL11A2 COL17A1 COL18A1 COL4A4 COMP COPS9 CORO1A CORO2A COTL1 CPEB4 CPOX CPT2 CRABP2 CRACR2B CRAT CRB3 CRELD2 CREM CRIP2 CRKL CRLF1 CROT CSF1 CSF3 CSTB CTR9 CTSB CTSE CTSV CUL4A CX3CL1 CXCL10 CXCL3 CXCR4 CXXC5 CYCS CYP2F1 CYSRT1 DAB2 DAPK1 DAXX DBR1 DBT DCAF1 DCAF4 DCBLD1 DCTN3 DCXR DDIT3 DDIT4L DDR1 DDX39A DDX60 DEGS1 DENR DEPDC7 DESI1 DEXI DFFB DGAT1 DGAT2 DGKA DGKQ DHX58 DMPK DNAJA1 DNAJB1 DNAJB2 DNAJB9 DNAJC18 DNAJC9 DNM2 DOK4 DOLK DOP1B DPCD DPH7 DPP7 DRAM1 DRAP1 DRC3 DRG2 DSTN DUSP6 DUSP9 E2F1 EAF2 ECE1 ECM1 EDEM1 EED EEIG1 EFNA1 EFNB1 EFNB2 EFNB3 EGR1 EGR2 EHD1 EHD4 EI24 EIF1AX EIF2B2 EIF3B EIF4E3 EIF4EBP1 ELAPOR1 ELF3 ELOVL7 EMC4 EMP3 ENDOD1 ENDOG ENO2 ENTPD7 ENTR1 ENTREP3 EOGT EOLA1 EPHA2 EPHX1 EPM2AIP1 ERBB3 ERCC5 ERGIC3 ERO1B ESRP2 ESRRA ETFDH EVI2A EXOC4 EXOC8 EXOSC9 EXTL1 F11R FA2H FAH FAM110A FAM117B FAM216A FAM32A FAM43A FAM50A FAM83H FAM8A1 FAS FBXL20 FBXO2 FBXO33 FBXW4 FBXW9 FCGR3A FDXR FETUB FEZ1 FGF18 FGFR4 FHL2 FICD FKBP9 FLCN FLVCR1 FOLR1 FOS FOSB FOSL1 FOXJ1 FOXQ1 FRMD8 FTSJ3 FUCA1 FYTTD1 FZD5 FZD7 G3BP1 GADD45A GAL3ST1 GALM GALNT3 GATA3 GBP2 GBP6 GBP7 GCC1 GCDH GCH1 GCNT2 GDE1 GDF15 GEM GFER GFOD2 GGA2 GGCT GGNBP2 GGTA1 GIPC2 GKAP1 GLCCI1 GLRX3 GLUD1 GLUL GNA13 GNA15 GNL2 GNS GORASP1 GPAA1 GPANK1 GPAT4 GPD1 GPHA2 GPLD1 GPN3 GPR146 GPSM1 GRINA GSN GSS GSTA2 GSTO1 GSTZ1 GTF2A1 GTF2B GTF2F2 GTF2IRD2B GTPBP1 GTSE1 GUSB H1-2 H2AC25 H2BC10 H3C14 HACD2 HAGH HAP1 HAS2 HAUS2 HBA2 HBEGF HELZ2 HERC1 HERPUD2 HES6 HEXB HEXIM1 HGSNAT HHATL HIGD1A HLA-DRB5 HMG20B HMGA1 HMOX1 HOXA5 HPN HR HRAS HS6ST1 HSBP1 HSD11B2 HSD17B4 HSPA1B HYAL1 HYAL2 ICAM5 ICMT IDH1 IDNK IDUA IER5 IFI16 IFI30 IFI35 IFI44 IFIH1 IFIT1B IFIT3 IFITM10 IFNGR2 IFT27 IGFBP4 IGSF8 IK IKBIP IKBKE IL15 IL17D IL18 IL24 IL4R IL6R IMPA1 IMPACT INAVA INCA1 INCENP INHBB INO80B INO80E INPP5B INPP5D IPPK IRAK1BP1 IRF6 IRF7 IRGM ISG15 ISG20 ISLR ISYNA1 ITGA2B ITGA6 ITGB4 ITM2C ITPA ITPKA IVD JADE1 JAK3 JOSD2 JPT1 JUNB JUP KCNK2 KCTD10 KCTD11 KCTD12 KDM5B KIAA2013 KIF17 KIF22 KIFC3 KLC2 KLF17 KLF5 KLHL10 KLHL22 KLHL25 KLHL42 KRT14 KRT5 LACTB LANCL1 LARP1B LASP1 LBX2 LCMT1 LDB3 LDLRAP1 LENG1 LGALS3BP LGALS9 LHX2 LIF LIG3 LITAF LMAN2 LMBR1L LMO4 LPGAT1 LPIN1 LRFN1 LRR1 LRRC14 LRRC51 LRRC56 LRRC57 LRRC8A LRWD1 LTBP2 LY6D LYNX1 LZTR1 MACROD2 MAFB MAFG MAFK MAK16 MAL2 MAN2B1 MAP1LC3A MAP2K3 MAP7D1 MAPK9 MAPKAPK2 MAPKBP1 MAPRE1 MAPRE3 MARCKSL1 MARK4 MARVELD1 MASP1 MAVS MCEE MCFD2 MCL1 MDH1 MDM2 MED28 METTL6 MFGE8 MFRP MGAT2 MID2 MIDN MITF MLF2 MLH3 MMD MMP15 MOAP1 MOB2 MORC4 MPHOSPH8 MPP4 MR1 MRPL28 MRPS25 MSANTD5 MSH6 MSRB1 MTARC2 MTFR1L MTFR2 MTHFR MUSTN1 MX1 MXD3 MXD4 MYCBP MYD88 MYO1H MYO5A N4BP2L1 NAA35 NAA80 NABP1 NACC1 NANOS1 NAPA NAT8B NAT9 NATD1 NBEAL2 NCOA1 NCOA4 NDRG4 NDUFA11 NFATC2 NFKBIE NFYB NHERF2 NID2 NINJ1 NINJ2 NIP7 NLRX1 NMI NMNAT1 NMRK1 NOCT NOP16 NOP9 NOPCHAP1 NPC2 NPTX1 NR4A1 NT5DC2 NT5DC3 NUB1 NUDCD2 NUDT22 NXN OAS1 OAS2 OAS3 OASL OASL2P OGFOD2 OGFRL1 OLA1 OMP OPLAH OPN1SW OSER1 OSGIN1 OTUB2 OTUD5 OVOL1 P2RY6 PA2G4 PADI1 PADI2 PADI3 PAK1IP1 PAQR4 PARG PARP12 PATZ1 PCTP PCYOX1 PDCD10 PDCD6IP PDE12 PDE1B PDE4DIP PDGFA PDGFB PDK4 PDLIM1 PDLIM5 PDLIM7 PDPK1 PDRG1 PDXP PERP PEX26 PEX6 PFKFB2 PFN2 PGF PGRMC1 PHGDH PHLDA2 PHLDA3 PHYKPL PIAS3 PIGF PITPNC1 PITPNM1 PITPNM2 PIWIL2 PKDCC PKP1 PKP3 PLA2G12A PLA2G6 PLA2R1 PLAAT3 PLAT PLCB3 PLEC PLEK2 PLEKHA3 PLEKHA4 PLEKHG6 PLIN2 PLK2 PLK3 PLPBP PLS3 PLXNB2 PM20D1 PML PMM1 PMPCA PNP PNPLA2 PNPT1 POLE3 POLK POLR2A POLR3D POLRMT POM121 PPA1 PPCS PPIF PPM1A PPM1B PPM1M PPP1R15A PPP1R37 PPP2R5D PPP5C PPP6R3 PRCP PRKCD PRKD2 PRKRA PRKRIP1 PROCR PRSS8 PSAPL1 PSMB4 PSMB9 PSMC3IP PSME3IP1 PSMF1 PSRC1 PSTPIP1 PSTPIP2 PTGER1 PTGER4 PTGR1 PTHLH PTP4A1 PTPN1 PTPN11 PTPRM PTPRVP PTRH1 PURG PVALB PYGO2 QSOX1 RAB11FIP5 RAB40C RAB43 RABEPK RABGAP1 RABGEF1 RAD9A RALGPS1 RAP1GAP RAP2A RAP2B RASA4 RASSF5 RB1 RBL2 RBM15 RBM38 RBM4 RBM43 RCAN1 RCN2 RDH10 RDH5 RDM1 RECQL4 REN RETSAT RFLNB RFNG RGCC RGL1 RGN RGS16 RHBDD3 RHBG RHOD RHPN2 RIC8A RIDA RIN2 RIPK4 RIPOR1 RNASEH2C RNF103 RNF128 RNF135 RNF14 RNF181 RNF19B RNF225 RNF4 RNPC3 RNPEP ROGDI ROM1 RPE RPS27 RPUSD1 RRAGC RRP9 RSAD2 RTP4 RTRAF RUSC1 RXRB RXRG S100A1 S100A13 S100A3 SAC3D1 SAP18 SAP30 SAP30BP SBK1 SCARB1 SCIN SCMH1 SCN1B SCNN1A SDC1 SDHAF1 SEC61A1 SELENOS SEPHS2 SEPTIN3 SERINC3 SERPINB5 SERPINE2 SESN2 SF3A1 SF3B5 SFI1 SGCA SGF29 SGK2 SGPL1 SGPP1 SH2D3C SH3BGRL2 SH3BGRL3 SH3GLB2 SH3YL1 SHISA2 SHISA5 SHMT2 SIAH1 SIDT2 SIMC1 SIRT1 SIRT7 SIVA1 SKIC8 SKP1 SLAIN1 SLC10A6 SLC12A2 SLC12A4 SLC12A7 SLC12A9 SLC18A1 SLC19A2 SLC20A1 SLC25A22 SLC25A25 SLC25A29 SLC25A33 SLC25A42 SLC25A44 SLC27A1 SLC30A1 SLC31A1 SLC33A1 SLC35A5 SLC35D1 SLC35E4 SLC35F6 SLC37A2 SLC39A4 SLC39A7 SLC45A3 SLC66A2 SLC66A3 SLC6A8 SLC7A7 SLC9A1 SLX9 SMARCAD1 SMIM3 SMIM7 SMOX SMPD4 SNCG SNX16 SNX2 SORD SOX4 SP100 SP110 SP6 SPA17 SPC25 SPEF1 SPHK2 SPINT1 SPNS1 SPON2 SPR SPRYD4 SPSB1 SRC SRF SRMS SRP14 SRR SRXN1 SSX2IP ST14 ST3GAL2 ST6GALNAC4 STAC2 STARD10 STARD5 STAT1 STAT2 STAU1 STIM1 STK17B STRAP STX3 SURF4 SUSD6 SYVN1 TACC3 TAF13 TAMALIN TANGO2 TAP1 TAPBP TBC1D1 TBC1D24 TBC1D8 TBX2 TCF7 TCIM TCIRG1 TEAD3 TECPR1 TEPSIN TESK1 TEX9 TFCP2L1 TGFB3 TGM2 TGOLN2 THBS1 THYN1 TIMM22 TIPARP TK2 TKFC TLR2 TLR3 TM2D1 TM2D2 TMBIM1 TMC6 TMCC2 TMED5 TMEM132A TMEM140 TMEM150A TMEM158 TMEM184B TMEM19 TMEM191B TMEM38A TMEM40 TMEM41A TMEM51 TMOD1 TNFRSF18 TNFRSF21 TNNI1 TNPO2 TOB2 TOP3A TOR2A TOR3A TP53INP1 TP53INP2 TPCN1 TPP1 TPRA1 TRA2A TRABD TRAF4 TRAFD1 TREX1 TRIM11 TRIM17 TRIM21 TRIM32 TRIM34 TRIM41 TRIM5 TRIM7 TRMT5 TRPT1 TSPAN13 TSPAN33 TSPAN7 TTC13 TTC16 TTC27 TTC39B TTLL1 TUBA4A TUBB4B TUFT1 TUT7 TWF2 UBA7 UBALD2 UBE2E1 UBE2F UBE2I UBE2O UBE2T UBE2V2 UBN1 UFD1 UFSP1 UGGT1 UGT1A1 UGT1A3 UGT1A4 UGT1A6 UGT1A8 UHMK1 ULK1 UNC119B UNC5C UPF3B UPP1 URM1 USP17L2 USP18 USP2 USP20 USP27X USP38 UTRN VASN VAX2 VEGFA VPS18 VPS37B VWA7 WDR45 WDR46 WFS1 WIPI1 WIPI2 WNT7B WRAP53 WSB1 WSB2 XAB2 XRCC1 YIPF2 YKT6 YPEL5 ZAP70 ZBP1 ZBTB8A ZBTB8OS ZC3H12C ZFAND2A ZFP36 ZFTRAF1 ZFYVE21 ZMAT3 ZMIZ2 ZNF185 ZNF219 ZNF253 ZNF281 ZNF296 ZNF346 ZNF385A ZNF394 ZNF426 ZNF503 ZNF593 ZNF622 ZNF703 ZNF708 ZNF729 ZNF764 ZNHIT3 ZNRF1 ZNRF2 ZPR1 ZRANB1 GRAESSMANN_APOPTOSIS_BY_SERUM_DEPRIVATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_APOPTOSIS_BY_SERUM_DEPRIVATION_DN ABCA2 ABCD4 ABHD18 ABHD6 ABTB1 ADAMTS15 ALX3 ANGPTL2 ANO10 ANP32A APOBR ARMC5 AS3MT ASS1 ATP13A2 ATXN7 BAG2 BAG5 BCL11A BCL2L2 BIN3 BNIP3 BORCS7 C16orf74 CA12 CA9 CACNA1G CAPG CAPN5 CARD19 CASP6 CAV3 CBX8 CDC37 CDH5 CDR2 CEP70 CLDN3 CLDN9 CNDP2 CNN1 COG1 COPB2 CRHR2 CROCC CRY2 CSDC2 CYB561 CYP24A1 CZIB DEPTOR DGAT2 DGCR6 DNAJC18 DNM1 DOC2GP DUSP1 DUSP9 EDN2 EFHD1 EFHD2 EGLN1 EHD1 EIF2AK3 ELAC1 ELF5 ELMO2 EMC4 ENO2 ENO3 EPB41L4B ERAL1 ERO1A F3 FAM118A FAM162A FBXO21 FCRLA FLT3LG FOXH1 GALK1 GATA2 GBE1 GCLC GCNT2 GP1BB GPD1 GPR146 GPR35 GSTA2 GYS1 GZMA HES6 HID1 HIGD1A HIKESHI HILPDA HMOX1 HOMER1 HOXA1 HPS1 HSPB8 HYAL1 ID2 IL15RA INPP5A ISG20 JAG2 JARID2 JMY JUN KCNH2 KCNJ14 KDELR3 KHK KIF1A KIF2A KLF9 KLK1 KLK9 KRT14 KRTAP19-3 LCK LGALS4 LHPP LPIN1 MAL MAN2B2 MAP1B MAP1LC3A MAPK8IP3 MASP1 MCAM MED24 METRN MICAL1 MPHOSPH6 MPP2 MRPL48 MT2A MUS81 MYBL1 MYORG NAA80 NAAA NASP NDRG1 NDRG4 NIN NISCH NOS2 NOS3 NOXO1 NPHP1 ODF2 OMP OSBPL6 P4HA2 PAPOLA PAXIP1 PCOLCE PDIA5 PDK1 PDLIM7 PDXK PER2 PFN2 PGM2 PIGA PIGQ PIGU PKP1 PKP2 PLAGL2 PLEKHA2 POLR1HASP POLR3K PORCN PPFIA4 PPP1R3C PRKCA PROC PVR RAB27B RAB2A RAB3D RABGAP1L RALGPS1 RAPGEF3 REM2 RGS11 RIC8A RSPH6A S100A16 SCCPDH SELENOW SEPTIN5 SERPINB1 SERPINE1 SH3KBP1 SLC1A4 SLC25A29 SLC2A1 SLC5A9 SLC66A2 SPATA13 SPDEF SRXN1 ST6GALNAC4 STC1 STK10 TACC3 TAMALIN TBL2 TENM4 TES TGM2 THA1P THRSP THSD1 TM7SF3 TMCC2 TMEM191B TNFRSF1B TPD52 TPM3 TRAP1 TXNDC11 TXNL1 UBXN2A USP43 VCAM1 VEGFA WIPF1 ZBTB16 ZBTB46 ZNF124 ZNF385A GRAESSMANN_APOPTOSIS_BY_SERUM_DEPRIVATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_APOPTOSIS_BY_SERUM_DEPRIVATION_UP AATF ABCC5 ABCC8 ABI3BP ACOT6 ACTB ACTL7B ADAMTS10 ADAR ADCY3 ADCY7 ADI1 AEN AFG2A AHR AICDA ALAS1 ALG13 ALPL ANGPT1 AP2B1 APEX2 APMAP APOBEC1 AQP1 ARAP2 ARFRP1 ARHGAP39 ARL14EP ARMC7 ASIP ASZ1 ATF4 ATG10 ATL3 AVPR1A BCAN BCL2L2 BCL6 BCL9 BCR BEAN1 BECN1 BGN BOC BPNT1 BST2 C3 C4B C8orf82 CACNA1A CAPN6 CASD1 CASP7 CASQ2 CCAR2 CCL15 CCL5 CCL7 CCN2 CCN3 CCN5 CCNC CCNH CCSER2 CCT4 CD2 CD59 CDCA3 CDHR4 CDK5 CDK5R1 CDON CEBPB CEBPD CEBPG CEP112 CFB CHAC1 CHCHD5 CIP2A CLCF1 CLDN3 CLEC2D CLIP1 CLPS CMPK2 CMTM6 CNIH2 CNTFR CNTNAP4 COL14A1 COL3A1 COL4A3 COL5A2 COL5A3 COL9A1 CORO1C CP CRB3 CREM CRHR1 CSF1 CTPS1 CUL4A CXCL10 CXCL16 CXCL3 CXCL6 CXCR5 CYP1A1 CYP21A2 CYP2B6 CYP2C19 CYP4F3 DAPK2 DAXX DBH DBT DCAF1 DCC DCUN1D1 DDX25 DDX60 DFFB DIMT1 DKK3 DLC1 DMP1 DNAJC27 DNAJC3 DNM3 DNMT1 DONSON DPF3 DST DTWD1 DUS3L DUSP6 DYNC1LI1 EBNA1BP2 EFNB1 EFNB2 EFNB3 EGF EGR1 EHD2 EIF2AK2 ELK1 ELN ELOVL4 ELP4 ENC1 ERAP1 ERLIN1 ERMAP ERN1 ETF1 ETFRF1 ETNK1 EXOSC1 FAM118B FAM210B FAM216A FAS FBN1 FBXW2 FCGR3A FES FGFBP1 FHIP1B FJX1 FLCN FNDC3A FOLR1 FSIP1 FSTL1 GADD45A GADD45B GAL3ST1 GALC GALT GBP2 GBP6 GBP7 GCA GDF3 GFRA2 GGTA1 GHR GPAA1 GRHL1 GRHL2 GRIN3B GSTM1 GTF3C6 H3C14 HADH HEATR1 HEATR6 HELZ2 HHAT HIPK2 HLA-B HLA-E HMBS HMGA2 HMGCR HNF4A HNRNPA1L2 HNRNPAB HOXB5 HOXB7 HOXB8 HOXB9 HSD11B1 HSD11B2 HSPA14 HSPA8 HSPB1 HTATSF1 IAPP IFI16 IFI27 IFI35 IFI44 IFIH1 IFIT1B IFIT2 IFIT3 IFNAR2 IFNGR2 IGFBP4 IGFBP7 IGHG1 IHH IKBKB IL18BP IL1R1 ING3 INHBB INO80E INTS7 INTS8 IRF1 IRF2 IRF7 IRF9 IRGM IRS1 ISG15 ITSN1 IVNS1ABP JAK3 JPH1 KALRN KCNA6 KCNJ6 KCNMB2 KCTD12 KDF1 KIFC2 KLHL2 KNG1 KPNB1 KRT5 LAMP3 LGALS12 LGALS3BP LIFR LIG3 LIPA LMNB1 LMO4 LOX LRG1 LRIG1 LRRC3B LTBP2 LY75 LZTFL1 MARCHF5 MAX MCCC2 MED28 MEPCE MESP1 MEST MFSD1 MIGA2 MMD MMP3 MOCS1 MRPL57 MSL2 MTFP1 MX1 MYC MYD88 MYOC N4BP2L1 NACC2 NCK1 NCL NDUFAF4 NDUFB2 NECAB2 NEDD9 NEUROG3 NIFK NKX2-3 NMD3 NMNAT1 NNMT NOP58 NPVF NXNL2 OAS1 OAS2 OAS3 OASL OASL2P OGN OSGIN2 OSMR OSR1 OTOF OXA1L PARP12 PARP14 PARP3 PARP9 PATZ1 PCDHB15 PCDHB16 PCDHB18P PCDHGB1 PCGF2 PDE1B PDE7A PDGFRB PDHB PDK4 PES1 PFDN5 PHIP PHLDA2 PHLDB2 PI4K2A PIAS1 PICK1 PIK3C3 PIP5K1B PIPOX PISD PLA2G2E PLAGL1 PLEC PLEKHF2 PLK2 PLP2 PLPP3 PLSCR1 PMEPA1 PNP PNPT1 POLR3D POMK POU3F4 PPFIBP2 PPID PPIF PPP1R10 PRDM1 PRDX4 PRELP PRF1 PRRX1 PRSS23 PRSS29P PSMB10 PTGER4 PTH2 PTHLH PTPN14 PTPN21 PTPRT QTRT2 RABL3 RAD1 RAD52 RBBP9 RBM43 RBMX RCAN3 RCCD1 RCL1 RECK RESF1 REST RETREG3 REV1 REV3L RFXANK RHBG RHO RIMS2 RIN2 RIOK2 RND3 RNF144B RNF20 RNF32 RNPC3 RPE RPL30 RPL35 RPS18 RRP12 RRP15 RSAD2 RTL6 RTP4 RUNX1 SAA1 SAA3P SAMHD1 SELENOP SEMA3B SENP1 SEPTIN6 SEPTIN7 SERF1A SFXN2 SGK1 SHMT1 SHROOM3 SIRT4 SKIC8 SLC10A6 SLC14A2 SLC18A1 SLC22A1 SLC23A1 SLC24A3 SLC25A44 SLC29A2 SLC2A3 SLC35E4 SLC39A4 SLC6A9 SLC9A8 SLC9B1 SLFN12L SLFN13 SMR3B SMYD5 SNRNP48 SOCS1 SOD2 SOX4 SP100 SP110 SPHK2 SPRR1A SPRY1 SPTLC1 ST3GAL4 STAM2 STAT1 STAT2 STEAP4 STK11IP STRAP SURF4 SURF6 SYCP3 SYNJ2BP TAC4 TACR2 TAF1A TAF1D TAP2 TASOR2 TBC1D1 TBCA TBXA2R TCEAL1 TCIM TEAD4 THEMIS2 TIFA TIRAP TLR2 TLR3 TM4SF1 TMED5 TMEM140 TMEM158 TMEM167A TMEM168 TMEM258 TMEM268 TMPO TMT1A TOR1AIP1 TOR3A TP53 TP53INP1 TPBG TPRKB TRAFD1 TRAM2 TRIB2 TRIM21 TRIM25 TRIM34 TRIM5 TRIM8 TRIP4 TRMT10A TRUB2 TSPAN33 TUBB4B TXNDC16 TXNIP TXNRD3 TYW1B UBA52 UBA7 UBE2I UBE2V2 UBXN2B UQCC4 URI1 UROC1 USP13 USP18 USP25 UTP11 VAPA VDAC1 VILL VWA5A WASHC2A WDR12 WDR4 WDR75 WDR77 WFDC21P WNT7B XDH XPR1 YIPF4 YIPF5 YPEL1 ZBP1 ZBTB32 ZEB2 ZFP36L1 ZNF207 ZNF253 ZNF503 ZNF625 ZNF672 ZNF729 ZNF746 GRAESSMANN_RESPONSE_TO_MC_AND_DOXORUBICIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_RESPONSE_TO_MC_AND_DOXORUBICIN_DN AATF ABCB7 ABCC1 ABCE1 ACBD6 ACHE ACIN1 ACTB ACVR1B ADAM17 ADAMTSL5 ADAT1 ADAT2 ADCK1 ADISSP AGFG2 AKAP12 AKAP8 ALDH18A1 ALG3 ANAPC4 ANKRD28 AP1G1 AP3M2 APBB1 APEX1 ARF6 ARGLU1 ARHGAP5 ARHGEF10 ARID4B ARL6IP5 ARMCX1 ARPC1B ATE1 ATF4 ATF6 ATP5F1C ATXN7L3 BBS9 BCCIP BCL2L2 BCL3 BCL7B BCL9 BCLAF1 BCS1L BET1 BLOC1S5 BNIP1 BNIP3L BORCS7 BPNT1 BRAT1 BRD8 BTBD3 BTN1A1 BYSL C11orf52 C11orf98 C19orf44 C1D C1QBP C1QTNF12 C5orf34 C6orf136 CAPRIN1 CASC3 CAT CBX1 CBX3 CCDC102A CCDC43 CCDC9 CCL20 CCL5 CCN5 CCNQ CCSAP CD200 CD2AP CD44 CDC6 CDC73 CDCA7 CDK16 CDK2 CDK5RAP1 CDKAL1 CEBPB CEBPG CELA1 CEP152 CEP41 CETN3 CFAP298 CFAP97 CGNL1 CHAC2 CHD1L CHD4 CHMP1B2P CILK1 CIP2A CLCF1 CNEP1R1 CNN3 CNOT2 CNOT6 CNOT7 COA7 COIL COMMD2 COPS7A COQ3 COQ5 COX17 CPNE1 CPT1B CPTP CSDE1 CSNK1D CSNK2A1 CSTF2 CSTF3 CTTN CXCL6 CXorf38 CYB5B CYB5R1 CYP1B1 CYP2C18 CYP4F3 CZIB D2HGDH DARS1 DAZAP1 DBN1 DCAF1 DCAF8 DCP1A DCPS DCTN4 DCTPP1 DDX10 DDX19B DEPTOR DGCR2 DGCR8 DHCR24 DHDDS DHODH DHPS DHX36 DHX9 DIMT1 DMAC1 DMAC2 DNAJB12 DNAJC14 DNM1L DPAGT1 DPH6 DRAM2 DSG2 DTL DTNBP1 DTX3 DTYMK DUSP11 DUSP12 DYNLT1 EARS2 EEF1AKMT1 EEF1E1 EHD2 EID1 EIF2S2 EIF4A1 EIF4A2 EIF4B EIF4E2 ELAC1 ELAC2 ELK1 ELP2 ENC1 ENOX2 ENSA EPB41L2 EPN2 EPS8L3 ERBB2 ERC1 ERCC4 ERCC6L2 ERG28 ERI2 ERLIN1 ESS2 ETAA1 ETF1 EXOC6 EXOSC1 EXOSC10 EXOSC2 EXOSC5 EXOSC7 F2RL1 FAAH FAIM FAM118A FAM220A FANCM FAR1 FARSB FASTKD2 FBXW11 FBXW2 FER FERMT2 FIGNL1 FJX1 FKBP11 FLOT1 FNDC4 FOSL2 FOXJ3 FOXK2 FOXM1 FOXN2 FOXP1 FRMD4B FSTL1 FTO FUBP1 FXN GALK1 GART GAS5 GATB GCNT1 GCSH GDI1 GDPD1 GEMIN2 GEMIN6 GFPT1 GHDC GLYCAM1 GMFB GMNN GNA12 GNL1 GNPNAT1 GOLPH3 GORASP2 GOT1 GPAM GPR35 GRHL2 GRTP1 GSR GTF2IRD1 GTPBP2 GYS1 HCFC1 HDAC7 HEATR1 HELLS HERC4 HEXD HIBCH HIP1 HIVEP3 HJURP HMBOX1 HMBS HMGA2 HMGXB4 HNRNPA1L2 HNRNPDL HNRNPL HPS1 HSPA4 HSPA8 HSPA9 HSPBP1 IARS1 IBTK IER3 IFRD2 IKBKB IL13RA1 IL15RA IL1R1 IL6ST ILF3 IMMT INTS7 IP6K1 IPO8 IPP IRF3 ITGA5 IVNS1ABP JTB KAT2A KEAP1 KHDRBS1 KICS2 KITLG KLF6 KLHL20 KLHL5 KLHL7 KMT5B KPNA3 KPNB1 KRBA1 KRCC1 KRI1 LANCL2 LBR LDLR LIG3 LMBR1 LMF1 LMNB2 LOXL4 LPCAT1 LRRC8C LUC7L2 LYPLAL1 MAD2L2 MAGOHB MAP2 MAP2K7 MAP3K4 MAP4K5 MAPK3 MARCKSL1 MBD2 MBD3 MCCC2 MCM2 MDFI MDN1 MDP1 ME2 MED16 METTL1 METTL22 MGA MINPP1 MLLT10 MMACHC MORF4L2 MOSPD2 MPHOSPH10 MRPL12 MRPL19 MRPL3 MRPL32 MRPL50 MRPL58 MRPS5 MRRF MSH3 MSN MT1A MTAP MTBP MTF2 MTHFD2 MTHFS MTMR2 MUTYH MYBBP1A MYC MYG1 MYNN NAA15 NASP NCAPG2 NCK2 NDUFAF4 NECTIN2 NELFA NEURL4 NF2 NFIB NFIC NFYC NICN1 NIPSNAP3A NISCH NKD2 NOLC1 NOP10 NOP56 NOP58 NORAD NOTCH2 NOTCH4 NR1D2 NR2C1 NRAS NSFL1C NSMCE1 NSMCE4A NT5C3B NT5E NUBP1 NUDCD1 NUDT16L1 NUMB NUP133 NUP58 NUTF2 NXT1 OCEL1 OGT OPA3 OPHN1 ORC3 OSBPL9 OSMR OXSM P2RX4 PABIR1 PABPN1 PAGR1 PAICS PAK3 PAPOLA PARD6B PARP2 PBK PBX2 PCDHB18P PCGF2 PCID2 PCNX3 PDGFRA PDHA1 PDSS1 PEAK1 PELP1 PEX11A PEX14 PHF12 PHF21A PHIP PHKA1 PHYKPL PIGO PIGP PIGU PIK3C3 PIPOX PLD2 PLEKHF1 PLEKHG5 PLK4 PLP2 PLSCR1 PMF1 PMPCB PNN POFUT1 POLB POLD1 POLD2 POLD3 POLE POLI POLR1A POLR1B POLR1H POLR1HASP POLR2I POLR3A POLR3F POMK POT1 POU2F1 PPAT PPDPF PPIH PPIL4 PPP1CC PPP2R1B PPP2R3A PPP4R3A PQBP1 PRKD3 PRMT2 PRPF31 PRPF39 PSENEN PSIP1 PSMD11 PSMG1 PSMG4 PTBP3 PTDSS2 PTPN21 PTPRF PTPRS PTRH2 PTRHD1 PUM3 PUS3 RAB3D RAB4A RAB4B RABGGTB RABIF RAD23A RAD23B RAD51C RAI14 RASSF1 RAVER1 RBBP9 RBL1 RBM10 RBM18 RBM39 RCCD1 RCE1 RCL1 RFC1 RFK RFXANK RGS19 RHBDD1 RHOU RILPL2 RIPK1 RITA1 RLIM RNASEH1 RNF214 ROR1 RP2 RPL3 RPL30 RPP14 RPP21 RPP40 RRM1 RRP15 RRP8 RSC1A1 RUFY3 RUNX1 RUNX2 RUSC2 RUSF1 RYK SARNP SC5D SCAMP4 SEC14L1 SEC24D SEH1L SEMA6D SENP1 SFN SFR1 SFXN1 SGTB SH3RF1 SHKBP1 SIN3A SINHCAF SKA1 SKP2 SLC23A2 SLC25A10 SLC25A13 SLC29A2 SLC35A3 SLC39A11 SLC39A3 SLC46A1 SLC4A3 SLC9A8 SLC9B1 SMARCE1 SMIM10L1 SMR3B SMYD5 SNAPIN SNHG16 SNHG5 SNHG6 SNORD22 SNRNP40 SNRNP48 SNX5 SOCS2 SOCS6 SOX6 SP3 SPAG7 SPDEF SPEN SPIN1 SPOP SPTAN1 SREK1 SRPRB SRSF1 SRSF10 SRSF2 SRSF6 SRSF7 SSBP1 SSR1 ST13 STAM2 STAMBPL1 STARD4 STAT5A STAT5B STEAP4 STK3 STX8 SUOX SUPT20H SUV39H1 SYNCRIP TAF1D TAF8 TAOK1 TARS1 TARS2 TBC1D17 TBC1D19 TBL2 TBRG4 TCERG1 TCF3 TCF7L2 TCOF1 TCP1 TCTN3 TDP1 TEFM TFAP4 TFRC THOP1 THSD1 TIA1 TIMELESS TIMM10 TIMM44 TIMM9 TIMP3 TK1 TMEM126A TMEM161A TMEM167A TMEM168 TMEM186 TMEM209 TMEM216 TMEM268 TMEM39A TMEM60 TMLHE TMPO TNS2 TOE1 TOM1L1 TOMM40 TOMM5 TP53I13 TPBG TPK1 TPM3 TRAF2 TRAF6 TRDMT1 TRIB1 TRIB3 TRIL TRIM16 TRIP11 TRIP13 TRIP4 TRMT112 TRMT1L TRUB2 TSEN15 TSPAN2 TTC8 TTI2 TUBB TUBB2B TWF1 TXNIP TXNRD3 TYMS U2AF1L4 UBA3 UBAP2L UBE2D3 UBE2G2 UBE2J1 UBE2S UQCC4 URI1 USE1 USP22 USP34 USP36 USP4 UTP25 VAMP3 VANGL2 VASP VPS54 VPS72 VRK3 VSX2 VTI1A VTI1B WAC WDFY3 WDR13 WDR4 WDR75 WDR77 WDR82 XPO4 XPR1 YAE1 YEATS4 YES1 YWHAZ ZBED3 ZBTB12 ZBTB14 ZBTB17 ZBTB22 ZCCHC8 ZDHHC3 ZDHHC5 ZDHHC6 ZEB2 ZFAND3 ZFP82 ZIK1 ZKSCAN4 ZMYM6 ZNF124 ZNF142 ZNF207 ZNF212 ZNF22 ZNF226 ZNF277 ZNF280C ZNF292 ZNF329 ZNF519 ZNF644 ZNF768 ZNF771 ZNF790 ZSCAN12 ZSCAN22 GRAESSMANN_RESPONSE_TO_MC_AND_DOXORUBICIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_RESPONSE_TO_MC_AND_DOXORUBICIN_UP AAMDC ABCB10 ABHD4 ABHD5 ABTB1 ACAA1 ACAD11 ACAD8 ACOT6 ACOX2 ADAM8 ADAMTS7 ADRB2 AGPAT5 AGTPBP1 AHNAK AK1 AK4 AKR1B1 ALAS1 ALDH1L1 ALDH2 ALDH4A1 ALKBH4 ALOX12 ALS2 AMPD2 ANGEL1 ANGPT4 ANGPTL2 ANKRD10 ANKRD17 AOX1 APAF1 APOBEC1 APOF APOH ARAP2 ARHGAP27 ARL16 ARMC7 ARPP21 ARVCF ASS1 ATG3 ATOX1 ATP13A2 ATP6V0B ATP6V0D1 ATP6V0E2 ATP6V1D BAIAP2 BCAR1 BCL2L11 BET1L BMP1 BRIX1 BTG2 C11orf68 C19orf47 C1QTNF1 C6orf132 CABYR CALHM2 CAMK2B CAPG CAPN10 CARHSP1 CASQ2 CBX1 CBY1 CCDC117 CCDC166 CCS CD27 CD68 CDC25A CDK18 CDKN1A CDR2L CELF4 CENPE CENPT CES2 CHAC1 CIRBP CITED4 CKAP2 CLBA1 CLEC4G CLP1 CNBD2 CNTRL COL11A2 COL18A1 COPS9 CORO1A CORO2A COTL1 CPOX CPT2 CRACR2B CRAT CRIP2 CRLF1 CROT CSTB CTR9 CTSB CUL4A CXCR4 CYP2F1 CYSRT1 DAB2 DAPK1 DAXX DBT DCAF1 DCAF4 DCBLD1 DCXR DDIT4L DDR1 DEPDC7 DEXI DFFB DGAT2 DGKA DGKQ DMPK DNAJB1 DNAJB2 DNAJB9 DNAJC18 DNAJC9 DNM2 DOLK DOP1B DPH7 DPP7 DRAM1 DUSP9 E2F1 ECE1 EDEM1 EEIG1 EFNA1 EFNB1 EFNB2 EFNB3 EGR2 EHD4 EI24 EIF4E3 ELAPOR1 EMP3 ENDOD1 ENDOG ENO2 ENTR1 EOGT EOLA1 EPHX1 ERCC5 ERGIC3 ETFDH EXOC4 EXOC8 EXTL1 F11R FA2H FAH FAM110A FAM216A FAM32A FAM43A FAM50A FAM83H FAS FBXL20 FBXO33 FBXW4 FDXR FETUB FEZ1 FGF18 FKBP9 FLCN FOSB FOXJ1 FRMD8 FUCA1 FZD5 FZD7 GAL3ST1 GALM GATA3 GDF15 GEM GGA2 GKAP1 GLCCI1 GLUD1 GNS GPAT4 GPD1 GPHA2 GPLD1 GPN3 GPR146 GPSM1 GRINA GSN GSS GSTA2 GSTZ1 GTF2B GTSE1 GUSB H1-2 H2AC25 H2BC10 H3C14 HAGH HBD HES6 HEXB HGSNAT HHATL HIGD1A HLA-DRB5 HMG20B HMOX1 HOXA5 HPN HRAS HS6ST1 HSBP1 HSD11B2 HSD17B4 HSPA1B HYAL2 ICAM5 ICMT IDH1 IDUA IFI30 IFITM10 IFT27 IKBKE IL15 IL18 IL6R IMPACT INPP5B INPP5D IRAK1BP1 IRF6 IRGM ISLR ITGA2B ITGA6 ITGB4 ITPKA IVD JADE1 JUP KCTD10 KCTD12 KLF17 KLF6 KLHL22 KLHL42 KRT5 LACTB LANCL1 LASP1 LBX2 LDB3 LDLRAP1 LENG1 LGALS3BP LGALS9 LHX2 LIF LMAN2 LMO4 LPGAT1 LPIN1 LRR1 LRRC51 LRRC56 LRRC57 LY6D LYNX1 LZTR1 MAFB MAFG MAN2B1 MAP1LC3A MAPK9 MAPKBP1 MAPRE1 MAPRE3 MARVELD1 MASP1 MCEE MDM2 MMD MMP15 MORC4 MPP4 MRPL28 MSANTD5 MSH6 MSRB1 MTARC2 MTFR1L MTHFR MXD3 MXD4 MYCBP MYO1H N4BP2L1 NAA35 NAA80 NANOS1 NAPA NAT9 NATD1 NBEAL2 NCOA1 NDRG4 NDUFA11 NFATC3 NHERF2 NID2 NINJ1 NLRX1 NOS3 NPC2 NPTX1 NR4A1 NT5DC3 NUDCD2 NUDT22 NXN OAS1 OGFRL1 OPLAH OPN1SW OSGIN1 OVOL1 PADI1 PADI2 PADI3 PAQR4 PATZ1 PCTP PCYOX1 PDE4DIP PDGFA PDGFB PDK4 PDLIM1 PDLIM5 PDRG1 PDXP PERP PFN2 PGF PHGDH PHLDA3 PHYKPL PIAS3 PITPNC1 PITPNM1 PITPNM2 PKDCC PKP1 PKP3 PLA2G6 PLA2R1 PLAAT3 PLEC PLEK2 PLEKHG6 PLPBP PLXNB2 PM20D1 PMM1 PNP POLK POLRMT POM121 PPIF PPM1A PPM1B PPM1M PPP1R15A PPP1R37 PPP2R5D PPP5C PRCP PRKCD PRKD2 PRKRA PROCR PSAPL1 PSRC1 PTGER1 PTGR1 PTHLH PTP4A1 PTPN1 PTPN11 PTPRVP PURG PVALB PYGO2 RAB11FIP5 RAB40C RAB43 RABGAP1 RAD9A RALGPS1 RAP2A RAP2B RASA4 RASSF5 RB1 RBL2 RBM38 RBM43 RDM1 RECQL4 REN RFNG RHOD RHPN2 RIC8A RIDA RIN2 RIPK4 RIPOR1 RNASEH2C RNF103 RNF128 RNF135 RNF181 RNPEP ROGDI ROM1 RPE RUSC1 RXRB S100A13 S100A3 SAC3D1 SAP18 SBK1 SCARB1 SCMH1 SCN1B SDC1 SDHAF1 SELENOS SEPHS2 SERINC3 SERPINB5 SESN2 SFI1 SGPP1 SH2D3C SH3BGRL2 SH3BGRL3 SH3GLB2 SH3YL1 SHISA2 SHMT2 SIDT2 SKIC8 SLC12A7 SLC18A1 SLC19A2 SLC20A1 SLC25A22 SLC25A29 SLC27A1 SLC31A1 SLC33A1 SLC35A5 SLC37A2 SLC39A4 SLC66A3 SLC6A8 SLC7A7 SLC9A1 SMIM7 SMOX SNCG SNF8 SNX16 SNX2 SORD SP110 SP6 SPA17 SPC25 SPEF1 SPON2 SPRYD4 SRF SRR SRXN1 SSX2IP ST14 ST3GAL2 ST6GALNAC4 STARD10 STARD5 STAT1 STIM1 STK17B STOML2 STX3 SURF4 SUSD6 TACC3 TANGO2 TBC1D24 TBC1D8 TBX2 TCF7 TEPSIN TFCP2L1 TGFB3 TGM2 TGOLN2 THYN1 TINAGL1 TKFC TLR2 TM7SF3 TMBIM1 TMC6 TMEM150A TMEM158 TMEM184B TMEM19 TMEM191B TMEM38A TMEM40 TMEM41A TMOD1 TNFRSF18 TNNI1 TOR2A TOR3A TP53INP1 TP53INP2 TPP1 TPRA1 TRAF4 TRAFD1 TREX1 TRIM11 TRIM32 TRIM7 TRMT5 TSPAN13 TSPAN33 TTLL1 TUBA4A TUFT1 TWF2 UBA7 UBALD2 UBE2I UBE2O UBE2T UFSP1 UGT1A3 ULK1 UNC119B USP17L2 USP2 USP20 UTRN VASN VEGFA WIPI1 WNT7B WRAP53 XRCC1 ZBTB8A ZFAND2A ZFYVE21 ZMAT3 ZMIZ2 ZNF185 ZNF281 ZNF296 ZNF385A ZNF394 ZNF503 ZNF703 ZNF708 ZNF764 ZNRF1 ZNRF2 GRAESSMANN_RESPONSE_TO_MC_AND_SERUM_DEPRIVATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_RESPONSE_TO_MC_AND_SERUM_DEPRIVATION_DN ABCD4 ALX3 AS3MT ATXN7 BCL2L2 CA9 CASP6 CDC37 CDR2 CLDN3 CLDN9 CNDP2 COPB2 CRB3 CSDC2 DLL4 DNAJB6 DNM1 EFHD2 EMC4 ENO2 EPB41L4B ERO1A GALK1 GBE1 GCNT2 GP1BB GPR35 GYS1 HID1 HIGD1A HOMER1 IL15RA IL24 INSRR KDELR3 KIF2A KLK1 KLK9 KRT14 KRTAP19-3 LHPP LPIN1 MAN2B2 MED24 MKNK1 MPHOSPH6 MT2A NAAA NASP NISCH ODF2 PAXIP1 PDLIM7 PHEX PIGU PKP1 PKP2 PLAGL2 POLR3K PORCN PPFIA4 PRKCA PVR RAB2A RAMP3 RAPGEF3 REM2 SEPTIN5 SERPINB1 SERPINE1 SLC25A14 SLC25A29 SLC66A2 TES THSD1 TMEM191B TNNT2 TPD52 TPM3 TSPAN33 TXNDC11 UBXN2A USP17L2 VEGFA ZNF706 GRAESSMANN_RESPONSE_TO_MC_AND_SERUM_DEPRIVATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAESSMANN_RESPONSE_TO_MC_AND_SERUM_DEPRIVATION_UP ABCC8 ABI3BP ACTB ADAR ADCY3 ADCY7 ANGPT1 AQP1 ATG10 BCR BGN BOC BST2 C3 CAPN6 CASD1 CASP7 CCL15 CCL7 CCN5 CD2 CDCA3 CDK5R1 CDON CEP112 CFB CLIP1 CMPK2 CNTNAP4 COL3A1 COL4A3 COL5A2 COL5A3 COL9A1 CP CPEB3 CRHR1 CSF1 CXCL10 CXCR5 CYP2B6 CYP2C19 DAPK2 DCUN1D1 DDX60 DKK3 DLC1 DMP1 DNAJC27 DNM3 DPF3 EBNA1BP2 EGF EIF2AK2 ELK1 ELN ELOVL4 ENC1 FAS FBXW2 FCGR3A FES FJX1 FSTL1 GBP2 GBP6 GBP7 GHR GRHL2 GSTM1 GTF3C6 HELZ2 HHAT HIPK2 HLA-E HOXB5 HOXB7 HOXB8 HSD11B1 HSD11B2 IAPP IFI16 IFI27 IFI35 IFI44 IFIH1 IFIT1B IFIT2 IFIT3 IGFBP7 IGHG1 IHH IKBKB INHBB IRF1 IRF2 IRF7 IRF9 IRGM IRS1 ISG15 KALRN KCNA6 KCNMB2 KCTD12 KNG1 LGALS3BP LIFR LIPA LY75 MEPCE MEST MIGA2 MMD MOCS1 MRPL57 MX1 MYOC N4BP2L1 NACC2 NCK1 NCL NECAB2 NEDD9 NEUROG3 NKX2-3 NMNAT1 NNMT NXNL2 OAS1 OAS2 OASL2P OGN OSGIN2 OSR1 OXA1L PARP12 PARP14 PARP3 PARP9 PATZ1 PCDHB15 PCDHB16 PDE7A PDGFRB PES1 PFDN5 PHLDB2 PLA2G2E PLEC PMEPA1 POU3F4 PPP1R10 PRELP PRF1 PRSS23 PSMB10 PTHLH RBM43 RBMX RECK RESF1 RFXANK RIN2 RNF144B RSAD2 RTL6 RTP4 SAMHD1 SELENOP SENP1 SEPTIN6 SFXN2 SLC24A3 SLC9A8 SLFN12L SOCS1 SOD2 SP100 SP110 STAT1 STEAP4 STK11IP SYCP3 TACR2 TAP2 THEMIS2 TLR2 TLR3 TMEM140 TMEM167A TMPO TMT1A TOR1AIP1 TOR3A TP53INP1 TRAFD1 TRIB2 TRIM21 TRIM25 TRIM34 TRIM5 TRIM8 TSPAN33 TUBB4B TXNDC16 TXNIP UBA7 UBXN2B UROC1 USP18 USP25 VDAC1 WFDC21P ZBP1 ZNF503 ZNF625 ZNF672 GRAHAM_CML_DIVIDING_VS_NORMAL_DIVIDING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_DIVIDING_VS_NORMAL_DIVIDING_DN CEP15 CRHBP GZMB HLA-DQA1 HLA-DQB1 JCHAIN LTB PCDH9 PROM1 TM4SF1 GRAHAM_CML_DIVIDING_VS_NORMAL_DIVIDING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_DIVIDING_VS_NORMAL_DIVIDING_UP CLC CSTA CYP1B1 DLGAP5 H1-2 PF4 PIEZO2 PPBP PROS1 RHAG RNASE2 TPSAB1 XIST GRAHAM_CML_DIVIDING_VS_NORMAL_QUIESCENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_DIVIDING_VS_NORMAL_QUIESCENT_DN ADAM28 ADAM8 ADGRG6 AKR1C3 ALOX5 ANXA5 AREG ARMCX2 BAALC BCL11A BIRC3 CCL19 CCNG2 CD200 CD40 CD44 CD59 CEP15 CH25H CLEC2B CREM CRHBP CTSO CXCL1 CXCL11 CXCL13 CXCL2 CXCL3 CXCL6 CXCL8 CYTIP DMD DUSP6 EMP1 ENPP4 ERG EVI2A FAM30A FNBP1 GABPB1-IT1 GBP2 GLIPR1 GUCY1A1 H1-0 H2AC6 H2BC21 HCP5 HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRB4 HLF HLX IDS IFI16 IL18R1 IL1B INHBA LIMCH1 MIR22HG MLLT3 MPZL2 MYO5C NEAT1 NFAT5 NRIP1 OPTN PCDH9 PMCH PPFIBP1 PTGER4 PTPRC RABGAP1 RBPMS RPL31 SELL SH3BP5 SOD2 SORL1 SPTBN1 SVIL TCEAL2 TCF4 TCF7L2 TFPI TGFB1I1 TM4SF1 TNFSF10 TNFSF4 TPBG TRIM22 TSPAN31 TSPAN6 VNN1 GRAHAM_CML_DIVIDING_VS_NORMAL_QUIESCENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_DIVIDING_VS_NORMAL_QUIESCENT_UP ABCC4 ABCD3 ACOT7 ACTN1 AMMECR1 APOBEC3B AQP3 ARHGAP19 ASPM ATP5MC3 AURKA AURKB BIRC5 BRCA1 BUB1 BUB1B CCL2 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CD36 CDC20 CDC45 CDC6 CDC7 CDK1 CDKN3 CENPA CENPF CENPM CENPU CEP55 CEP76 CHEK1 CKS1B CLC CLEC11A COTL1 CPA3 CPOX CSE1L CST7 CSTA DHFR DLC1 DLGAP5 DNAJC12 DSCC1 DUT E2F8 ECT2 EIF1AX ELOVL6 ELP5 ESPL1 EZH2 FABP5 FANCI FBXO5 FEN1 GGH GINS1 GINS2 GMNN GSPT1 H1-2 H2AX HAT1 HBB HBD HBG1 HDC HGF HMMR HPGDS HSPA14 IDH2 ITGA2B ITGB3BP KIF11 KIF15 KIF18B KIF20A KIF2C KIF4A KLF1 KLHL7 KPNA2 LAT LEPR LMNA LRRC59 LSM5 MAD2L1 MCM10 MCM2 MCM4 MCM5 MELK MICAL2 MINPP1 MPO MRPS15 MRPS28 MS4A3 NCAPG NDC80 NEK2 NPM3 NT5DC2 NUDT1 NUDT4 NUP85 NUSAP1 OIP5 PALM2AKAP2 PBK PCLAF PDLIM1 PDSS1 PF4 PIEZO2 PMP22 POLE2 PPBP PPIF PRC1 PRDX2 PRDX4 PRG2 PRKAR2B PROS1 RAB31 RACGAP1 RAD51 RAD51AP1 RANBP1 RFC3 RFC4 RHAG RMDN1 RNASE2 RNASE2CP RNASEH2A RPA3 RRM1 RRM2 SAC3D1 SAMM50 SERPINB2 SFXN1 SHMT2 SLC25A13 SLC7A5 SMC2 SNRNP25 SNRPD1 SORD SPAG5 SPC25 STK39 STMN1 SUB1 SUCLA2 SYNCRIP TFR2 TK1 TOP2A TPM1 TPSAB1 TPX2 TRIP13 TST TTK TUBB6 TYMS UBE2C UBE2S VRK1 XIST XK ZNF593 ZWINT GRAHAM_CML_QUIESCENT_VS_CML_DIVIDING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_CML_DIVIDING_DN CDK1 CLC CPA3 CSTA HGF MPO MS4A3 NDC80 RNASE2 RNASE2CP SPC25 TOP2A GRAHAM_CML_QUIESCENT_VS_CML_DIVIDING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_CML_DIVIDING_UP ANXA5 CCL19 CCL20 CCL3 CCL8 CRHBP CXCL1 CXCL13 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 EMP1 H2AC6 IL1B JUN NFAT5 PCDH9 RGS1 SOD2 TNFSF4 TRA2B ZBTB10 GRAHAM_CML_QUIESCENT_VS_NORMAL_DIVIDING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_NORMAL_DIVIDING_DN AIF1 CEP15 GZMB HLA-DQA1 HLA-DQB1 HLA-DRB4 JCHAIN MPO PLS3 PROM1 SORL1 SPINK2 GRAHAM_CML_QUIESCENT_VS_NORMAL_DIVIDING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_NORMAL_DIVIDING_UP AKR1C1 APOC1 APOE BCL3 CA1 CCL19 CCL20 CCL3 CCL5 CCL8 CDC42BPA CELA2B CLK4 CXCL10 CXCL11 CXCL13 CXCL2 CXCL5 CXCL6 CXCL8 CYP1B1 DDIT4 FXR1 GADD45B GBP1 H1-2 H2AC6 H2BC12L HBA1 HBB HBG1 ICAM4 IL1B IL1RN INHBA INTS6 JUN KMT2A MAFF NFAT5 NR4A2 PMAIP1 PRKAR2B PTGS2 PTX3 RGCC RGS1 RHAG RRAS2 RSRC2 SERPINB2 SMC3 SOD2 TCF7L2 TPSAB1 TRA2B TUBB2A XIST ZBTB10 GRAHAM_CML_QUIESCENT_VS_NORMAL_QUIESCENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_NORMAL_QUIESCENT_DN ADGRG6 AIF1 ALOX5 APP AREG BAALC CD52 CRHBP CXCL1 CXCL6 DUSP6 EMP1 FAM30A FHL1 GBP2 GLIPR1 GUCY1A1 H1-0 H2BC21 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRB4 HLF HLX IDS LIMCH1 MLLT3 MPZL2 PCDH9 PMCH PPFIBP1 PROM1 RBPMS SCHIP1 SELL SORL1 SPINK2 SPTBN1 TGFB1I1 TM4SF1 TSPAN6 VNN1 GRAHAM_CML_QUIESCENT_VS_NORMAL_QUIESCENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_CML_QUIESCENT_VS_NORMAL_QUIESCENT_UP AMMECR1 ANKRD27 APOBEC3B APOC1 APOE AQP3 ASF1A BAZ1A BLVRB CA1 CA2 CASP3 CCL20 CCL3 CCL5 CCL8 CCNB2 CD36 CD38 CDC20 CDK1 CDKN3 CELA2B CENPF CENPU CEP55 CHEK1 CLEC11A CPOX CTSL DHFR DLC1 DLGAP5 ELOVL6 ELP5 EZH2 GINS1 H1-2 H2AX HBA1 HBB HBD HBG1 HDC HPGDS ICAM4 IL1RN ITGA2B JUN KIF11 KIF15 KLF1 LAT LEPR LMNA MCM5 MELK MICAL2 MINPP1 MPST MYH10 NUDT4 NUSAP1 PALM2AKAP2 PCCB PCLAF PDLIM1 PF4 PKIG PPIF PRC1 PRDX2 PRKAR2B RACGAP1 RGCC RHAG RRM2 SAC3D1 SERPINB2 SERPINE2 SMC2 SPTA1 SULT1A3 TFR2 TK1 TOP2A TPM1 TPSAB1 TST TUBB2A TUBB6 XIST XK ZWINT GRAHAM_NORMAL_QUIESCENT_VS_NORMAL_DIVIDING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_NORMAL_QUIESCENT_VS_NORMAL_DIVIDING_DN AMMECR1 APOBEC3B AQP3 ATP5MC3 BIRC5 BUB1 BUB1B CCNA2 CCNB2 CCNE1 CCNE2 CD36 CDC20 CDC25A CDC45 CDC6 CDK1 CDKN3 CENPM CENPU CEP55 CHEK1 CKS1B COTL1 CPA3 CSE1L CSF2RB DHFR DLGAP5 DSCC1 DTL DUT FABP5 FEN1 GGH GINS1 GINS2 GMNN GZMB HAT1 HBB HBD HBG1 KIF11 KIF15 KIF18B KIF2C LAT LEPR MAD2L1 MCM10 MCM2 MCM4 MCM5 MCM6 MELK MINPP1 MSH2 NCAPG NDC80 NPM3 NUP85 NUSAP1 OIP5 PCLAF PCNA POLE2 PPIF PRC1 PRG2 RACGAP1 RAD51AP1 RFC3 RFC4 RNASEH2A RRM1 RRM2 SAC3D1 SLC7A5 SMC2 SNRNP25 TK1 TOP2A TRIP13 TYMS VDAC3 VRK1 XK ZWINT GRAHAM_NORMAL_QUIESCENT_VS_NORMAL_DIVIDING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRAHAM_NORMAL_QUIESCENT_VS_NORMAL_DIVIDING_UP ALDH1A1 ALOX5 AREG CCL19 CREM CRHBP CXCL1 CXCL10 CXCL11 CXCL13 CXCL2 CXCL3 CXCL6 CYTIP DDX17 DST EBI3 EMP1 EVI2A FNBP1 FTH1 FXR1 GABPB1-IT1 GBP2 GLIPR1 GUCY1A1 H1-0 H2AC18 H2AC6 H2BC21 HLX IL18R1 IL1B INHBA KYNU MAFF MIR22HG MLLT3 MPZL2 NEAT1 NFAT5 NIBAN1 NR4A2 NRIP1 OPTN PCDH9 PMCH PPFIBP1 PTGS2 PTPRC RBPMS SOD2 SPTBN1 STAT4 SVIL TCF7L2 TFPI TGFB1I1 TM4SF1 TNFSF10 TNFSF4 TPBG TSPAN31 VNN1 GRANDVAUX_IFN_RESPONSE_NOT_VIA_IRF3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRANDVAUX_IFN_RESPONSE_NOT_VIA_IRF3 ADAR EIF2AK2 GBP2 IFI35 IFI6 IFITM1 IFITM3 IRF1 IRF7 IRF9 IRGM ISG20 MX1 MX2 GRANDVAUX_IRF3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRANDVAUX_IRF3_TARGETS_DN ADAM9 ANXA4 CD1B CD58 CDH11 FGF1 GEM MFAP5 PAH PIK3C3 PLAG1 PPP2R3A RASA1 RPS7 SORL1 STK17B TIMP3 TYRP1 GRANDVAUX_IRF3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRANDVAUX_IRF3_TARGETS_UP AHNAK ARG2 B4GALT5 F13B GBP1 IFI44 IFIT1 IFIT3 ISG15 NR3C1 OAS2 PLCG2 PMAIP1 GRASEMANN_RETINOBLASTOMA_WITH_6P_AMPLIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRASEMANN_RETINOBLASTOMA_WITH_6P_AMPLIFICATION ABCF1 CACNA1A CSNK2B DEK E2F3 ELOVL5 LSM2 NUP153 POLR1C PRR3 RAN RPS10 TDP2 TMX1 GRATIAS_RETINOBLASTOMA_16Q24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRATIAS_RETINOBLASTOMA_16Q24 ANKRD11 APRT CHMP1A COX4I1 EMC8 FBXO31 GALNS KIAA0513 MAP1LC3B MBTPS1 MEAK7 SLC7A5 SPG7 TCF25 TRAPPC2L USP10 ZCCHC14 ZDHHC7 GREENBAUM_E2A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GREENBAUM_E2A_TARGETS_DN ALPL BLK CD74 CYFIP2 DESI1 EID1 EMP1 EVL GAB1 GBP2 GIMAP4 GM2A MYO7A SERINC3 SLC66A3 TMEM229B TMSB10 XRCC6 GREENBAUM_E2A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GREENBAUM_E2A_TARGETS_UP ANLN AURKA BUB1 CA2 CCNA2 CCNB1 CCNB2 CDKN2C CIP2A ECT2 EIF4EBP1 EPRS1 FGFR2 H2AX HS3ST1 KIF11 KIF2C KIF4A KLHDC2 MAD2L1 MKI67 NUSAP1 PFKP PGK1 PLK4 PTGS1 RACGAP1 SCIN SLC12A2 SLC7A5 TCEAL9 TOP2A TTK GREGORY_SYNTHETIC_LETHAL_WITH_IMATINIB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GREGORY_SYNTHETIC_LETHAL_WITH_IMATINIB ABCB6 ACSL1 ADAM22 AKR7A2 ALDOC ALG10B ANK3 API5 ATF5 ATP2C2 ATP6V0E1 ATP7A AZGP1 BAD CA2 CA5A CACNA2D2 CADM4 CALM1 CAMK2B CAPN6 CAPRIN1 CARS1 CCL23 CD93 CEACAM1 CELF2 CLDN3 CLEC2D CLPX CLTA CLTC CNR1 COL3A1 CPSF1 CRCP CRYBB2 CSHL1 CST4 CTDSPL CTSB CUX1 CXCR3 CXCR4 CYP2B6 DBF4 DDAH1 DLAT EDF1 EGR3 EHF EPB42 ERMP1 FCN3 FKBP11 FLT3LG FZD8 GAPDH GBP4 GGCX GLIPR1 GLT8D1 GPC5 GTF2H5 H3C7 HIF3A HLA-DRA HLA-DRB5 IFI16 IL27RA IL4 INTS6L IRF7 ITCH ITGB1 KAT6A KCNJ13 LAPTM4B LDLRAD4 LIPE LRRC37A3 MAML1 MBD4 MGAT2 MORC3 NCOA3 NKRF NRG2 NUDT3 OR2F1 PDE4DIP PDLIM5 PGAP2 PGLS PLEKHM1 PLOD2 PPP1R2 PRKCQ PYROXD1 RAP1A RARA RO60 RPL21 RPL35 RPL36A RPL5 RTP4 S1PR2 SAT1 SCAF11 SEL1L SEPTIN6 SESTD1 SETMAR SKP1 SLC50A1 SMARCA1 SNTA1 SNX10 SORBS1 SP100 SP110 SPTB SRI SV2B SYT11 TAS2R14 TBCCD1 TFAP2B THAP1 TJP1 TLE1 TMEFF1 TNFRSF9 TPM1 TRIM24 TRIP11 UBA6 UBE3A UCP2 UGT1A7 UTP14A ZNF140 ZNF473 ZP3 GRESHOCK_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRESHOCK_CANCER_COPY_NUMBER_UP ABI1 ABL1 ABL2 ACKR3 ACSL6 AFDN AFF1 AFF3 AFF4 AKT2 ALK APC ARHGAP26 ARHGEF12 ARNT ASPSCR1 ATF1 ATIC ATM BCL10 BCL11A BCL11B BCL2 BCL3 BCL6 BCL9 BCR BIRC3 BLM BMPR1A BRAF BRCA1 BRCA2 BRD4 BTG1 BUB1B CALCR CARS1 CBFA2T3 CBFB CBL CCDC6 CCNB1IP1 CCND1 CCND2 CCND3 CDH1 CDH11 CDK4 CDK6 CDKN2A CDX2 CEBPA CEP43 CHEK2 CHIC2 CHN1 CIITA CLP1 CLTC CLTCL1 CNBP CNTRL COL1A1 COX6C CREBBP CTNNB1 CYLD DDB2 DDIT3 DDX10 DDX6 DEK EGFR EIF4A2 ELL EP300 EPS15 ERBB2 ERC1 ERCC2 ERCC3 ERCC4 ERCC5 ERG ETV1 ETV4 ETV6 EWSR1 EXT1 EXT2 FANCA FANCC FANCD2 FANCE FANCF FANCG FAS FBXW7 FCGR2B FCRL4 FEV FGFR1 FGFR2 FGFR3 FH FIP1L1 FLCN FLI1 FLT3 FLT4 FNBP1 FOXO1 FOXO3 FSTL3 FUS GAS7 GMPS GNAS GOLGA5 GOPC GPHN H4C9 HIP1 HLF HMGA1 HMGA2 HNF1A HOXA11 HOXA13 HOXA9 HOXC11 HOXC13 HOXD11 HOXD13 HRAS HSP90AA1 HSP90AB1 IKZF1 IL2 IL21R IRF4 ITK JAK2 JAZF1 KAT6B KDSR KIT KLF6 KMT2A KNL1 KRAS KTN1 LASP1 LCK LCP1 LHFPL6 LIFR LMO1 LMO2 LPP LYL1 MAF MAFB MALT1 MAML2 MAP2K4 MDS2 MECOM MEN1 MET MLF1 MLH1 MLLT1 MLLT10 MLLT11 MLLT3 MLLT6 MN1 MNX1 MSH2 MSH6 MSI2 MUC1 MUTYH MYC MYCL MYCN MYH11 MYH9 NACA NBN NCKIPSD NCOA2 NCOA4 NF1 NF2 NFKB2 NIN NOTCH1 NPM1 NR4A3 NRAS NSD1 NSD2 NSD3 NTRK1 NTRK3 NUMA1 NUP214 NUP98 OLIG2 OMD PAFAH1B2 PATZ1 PAX3 PAX5 PAX7 PAX8 PBX1 PCM1 PCSK7 PDE4DIP PDGFB PDGFRA PDGFRB PER1 PHOX2B PICALM PIK3CA PIM1 PLAG1 PML PMS1 PMS2 POU2AF1 PPARG PRCC PRDM16 PRKAR1A PRRX1 PSIP1 PTEN PTPN11 RABEP1 RAD51B RANBP17 RAP1GDS1 RARA RB1 RBM15 RECQL4 REL RET RHOH RNF213 ROS1 RPL22 RPN1 RUNX1 RUNX1T1 SBDS SDHB SDHC SDHD SEPTIN5 SEPTIN9 SET SFPQ SH3GL1 SMAD4 SMARCB1 SMO SPECC1 SRSF3 SS18 SS18L1 STIL STK11 SUFU SUZ12 SYK TAF15 TAL1 TAL2 TCEA1 TCF12 TCF3 TCL1A TCL6 TEC TET1 TFEB TFG TFPT TFRC THRAP3 TLX1 TLX3 TMPRSS2 TNFRSF17 TOP1 TP53 TPM3 TPM4 TPR TRIM24 TRIM33 TRIP11 TSC1 TSC2 TSHR TTL USP6 VHL WRN WT1 XPA XPC ZBTB16 ZMYM2 ZNF331 ZNF384 GROSS_ELK3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_ELK3_TARGETS_DN ACOX2 ADAMTS1 ADAMTS4 AK4 BHLHE40 BNIP3 CNOT7 COPE CSRNP1 CTH CXCL3 ERO1A FAM162A FTH1 GBE1 HAX1 HELT HOXB9 IFI44 IL6 MAFF OAS3 PDK1 PGM1 PLEK PRKG2 PTGS2 RAMP3 RSAD2 SLPI SOCS3 UPP1 VLDLR GROSS_ELK3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_ELK3_TARGETS_UP ABCG1 AMIGO2 APLN ARRB1 ASS1 BMP4 CAV1 CCN1 CCND1 CDC14A CNN2 CPD CPE CRYAB CXCL12 EDN1 F2R GPX1 HCK MYLIP NARS2 RAMP2 RRAS2 TCF7L1 TIMP2 TUBA1B ZMAT3 GROSS_HIF1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HIF1A_TARGETS_DN ADM AK4 BNIP3 CAVIN2 ENO1 ERO1A FAM162A FST GAPDH GBE1 HELT JMJD6 KCNAB1 LDHB LGALS3 PDK1 PFKL PGK1 PGM1 PROKR1 RAMP3 RPL27 RPS6KC1 SOX2 TMPRSS11D TPI1 GROSS_HIF1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HIF1A_TARGETS_UP C3 DDR2 F2R MAFB MRO TCF7L1 TLR2 GROSS_HYPOXIA_VIA_ELK3_AND_HIF1A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_AND_HIF1A_DN ACP1 AGRN AKAP8 AMD1 APLN ARL4C ATP1B3 BCL6B BMP4 CACNA1H CACYBP CAMKK2 CASP3 CCNB1 CCND1 CD276 CDC25A CDK2AP1 CDS2 CHN2 COL4A2 CPD DIDO1 DUSP7 ELOVL1 ELOVL6 ETS2 EXO1 F2R FAS FRRS1 FRZB G3BP1 GADD45G GART GATA2 GET1 GNA11 H2AJ H6PD HACD3 HOXB7 IFI30 IFIT1B IFNGR2 IL18 IL1R1 IRGM KPNA2 LGALS3BP LILRB4 LPCAT1 LSM2 LZTR1 MAP3K11 MAT2A MGAT2 MGAT4B MMP8 MOGS MYH9 NHERF1 NOTCH1 NRARP NSL1 PLEC PLXNA1 PMP22 PPAT PRPF19 PYCR2 RAD1 RAD23B RAPGEF3 RCC2 RRM2 RXRA SAC3D1 SEPHS2 SETD7 SGO1 SIGMAR1 SKIL SRSF1 SRSF10 SRSF2 SRSF5 SRSF7 SSBP3 SSH1 STXBP5 TARDBP TBC1D1 TEX30 TK2 TMEM176A TNRC6A TNS1 TOPBP1 TRIM21 TXNIP UBE2C USP46 ZMAT3 GROSS_HYPOXIA_VIA_ELK3_AND_HIF1A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_AND_HIF1A_UP ACAP2 AFG3L2 AIMP2 AK4 ALDH1L2 ANGPTL4 ANKRD1 ANXA2 APPL2 ARHGAP5 ARL6IP5 ARX ATF3 ATP7A BCL10 BNIP3 CAVIN3 CCN1 CCN2 CD44 CD93 CDC42EP3 CDC42SE1 CHIC2 CLCN5 CNOT7 CRTC3 CSRNP1 CXCL3 CYP21A2 CYRIB DDX39B DEPP1 DNAJB4 DUSP14 DUSP16 DUSP4 EDN1 EGR1 ENO2 ERRFI1 ETS1 FAM162A FOS FRMD6 GATA3 GBE1 GPRC5A GZF1 HBEGF HELT HIGD1A HILPDA HK2 HOMER1 IL13RA1 INSIG2 JAG1 JMJD1C JMJD6 KCTD11 KIF5A KLF4 KLF6 LHX9 LRP5 LXN MAGED1 MAP3K1 MAPK6 ME2 MERTK MPP2 MXD1 MXI1 NAGPA NAP1L1 NDRG1 NEDD4L NEDD9 NFKBIA NFKBIZ NOCT P4HA1 PALLD PDK1 PDPR PFKFB3 PGAM1 PGF PGK1 PHLDA1 PIM3 PLK2 PLPP3 PNRC1 PPP1R3B PPRC1 PRDX5 PSMC4 PTCH1 PTGER4 RARS1 RBPJ RCAN1 RCOR1 RGS16 RND1 RNGTT RORA RPS6KA5 RPS6KC1 RUSC2 SAT1 SDC4 SELENBP1 SERTAD2 SGK1 SIAH2 SLC19A1 SLC2A1 SLC37A4 SMOX SOAT1 SOX2 SPAST SPRY2 SPRY4 SRGN TCIM TGIF1 TM4SF1 TNC TPI1 TRAF6 VEGFA VHL VWA1 WSB1 XPNPEP1 ZBTB20 ZFP36 ZNF330 GROSS_HYPOXIA_VIA_ELK3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_DN ACAP2 ACBD3 ACSL4 ADIPOR2 ADM AFF1 AKAP12 ALDH1L2 ANGPTL6 ANKRD1 ANPEP APBA3 ASCC2 ASNS ATF1 ATF4 ATXN2L BCL10 BHLHE40 C3 CACNA1H CARS1 CAVIN3 CCN1 CCN2 CD44 CD93 CDC42EP3 CEBPB CHIC2 CSF3 CSRNP1 CTH CXCL10 CXCL3 CXCL6 DEPP1 DHRS9 DMP1 DUSP2 DUSP4 DZIP3 EDN1 EGR1 EHF ENO1 EPRS1 EPS15 ERO1A ERRFI1 ETS1 FBXO42 FGB FGD6 FOS FST GADD45A GBE1 GFUS GJA1 GSPT2 GZF1 HAX1 HBEGF HIGD1A HILPDA HOXB9 HSPA5 IFI16 IFRD1 IL13RA1 IL6 IRGM ITGA6 JAG1 JMJD1C KCTD11 KIF5A KLF4 KLF6 LAMP2 LHX9 LILRB4 MAP3K1 MMP8 MTHFD2 MYC MYH9 NDRG1 NEDD4L NEDD9 NFIL3 NFKBIA NOCT OAS2 PDLIM4 PDLIM5 PFKFB3 PIM3 PLEK PLK2 PNRC1 PPP1R15A PRDM2 PRDX5 PRKG2 PTBP3 PTGER4 PTGS2 RABGEF1 RAD23B RAD54B RAMP3 RARS1 RBPJ RCAN1 RIOK1 RND1 RPS6KA5 S100A8 SAMSN1 SAT1 SCAF11 SIAH2 SKIL SLC20A1 SLC2A1 SLC39A14 SLC7A11 SLPI SMOX SNORA28 SPRY2 SRGN TCIM TGIF1 THBD TIAM2 TM4SF1 TNC TRAF6 TRPS1 TSHZ1 TXNL1 UPP1 USP47 VANGL2 VEGFA VLDLR VWA1 XBP1 ZBTB20 ZFP36 ZNF330 ZNF398 GROSS_HYPOXIA_VIA_ELK3_ONLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_ONLY_DN ABCG1 AOX1 ARRB1 BRD3 CBX6 CDC25B CDKN2C CENPA CHEK2 CLDN15 CSF3 DOK4 EI24 EIF2AK2 FASN HOXD9 IGFBP4 KCP KIF23 LAMA5 LMO2 MAFB MAPK14 MARCKS MINPP1 MKNK2 NAV1 NCBP2 NDE1 NFIC NREP PALD1 PDRG1 PPARGC1B PXDN RACGAP1 S100A4 SIPA1 ST3GAL4 STMN1 TP53INP1 TRIM8 UBOX5 ZBTB14 GROSS_HYPOXIA_VIA_ELK3_ONLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_ONLY_UP ADM AKAP12 AMOTL2 APBA3 ASCC2 ATF4 CEBPB CH25H CLEC4E CXCL3 CXCL6 DHRS9 EGLN1 EGLN3 EPRS1 FST GADD45A GSPT2 HERPUD1 IL6 LCP1 NAIP NFIL3 PDLIM5 PGM1 PPP1R15A RABGEF1 RAPGEF2 RND3 SLC20A1 SLC7A11 SLPI SPAG9 THBD GROSS_HYPOXIA_VIA_ELK3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_ELK3_UP AACS ABCG1 ACP1 ACTR1A AJUBA AK1 AKAP8 AMD1 AMOT AMOTL2 AOX1 APLN ARHGAP11A ARL4C ARL6IP1 ARL6IP4 ARPP19 ARRB1 ATOSB AXL BCL6B BCL7A BIRC5 BMP4 BRD3 CASP3 CAV2 CBFB CBX6 CCNA2 CCNB1 CCNB2 CCND1 CD276 CD81 CDC23 CDC25A CDC42SE1 CDCA5 CDK2AP1 CDKN2C CENPA CHN2 CHST12 COL4A2 CORO1C CPT1A CPT2 CREBL2 CRIP2 CRYAB CSF1 CTPS1 CXCL12 DBI DDIT4L DDX39B DOK4 DPP7 DTYMK DUSP7 EFNA5 EGLN1 EHD4 EI24 EIF1AX ELOVL6 ENG EXO1 F2R FAM89B FAS FASN FNBP1 FRZB GART GATA2 GET1 GNA11 GNAQ GPX1 GTF2E1 H2AJ H2AX H6PD HELLS HES1 HOXB7 HOXD8 HOXD9 HRAS IFNGR2 IGDCC3 INIP JPT1 KANK2 KDSR KIF20A KPNA2 LAMA5 LGALS3BP LPCAT1 MAP2K3 MAP3K11 MAPK14 MARCKS MAT2A MGAT2 MGAT4B MINPP1 MKNK2 MR1 MYO1C NAIP NAP1L1 NCAPD2 NCBP2 NDC80 NDE1 NDST2 NECTIN3 NEDD4 NFIC NHERF1 NHERF2 NOTCH1 NRARP NREP NSL1 PALD1 PARVA PATJ PBK PCMT1 PDCD4 PDRG1 PFN2 PGAM1 PHLDA3 PHLDB2 PIAS3 PKD1 PLEC PLXNA1 PMP22 POLA2 PPARGC1B PPM1F PPRC1 PRKAR2A PRKCH PTPRVP PWWP3A PYCR2 RACGAP1 RAMP2 RAPGEF3 RBM3 RCC2 RGS12 ROBO4 RPA2 RRAS2 RRM2 RXRA SAC3D1 SCD SEPHS1 SERINC3 SETD7 SF3A1 SIGMAR1 SKI SLC12A2 SLC19A2 SMO SPAG5 SPAST SRSF1 SRSF10 SRSF2 SRSF5 SRSF7 SSBP3 SSH1 ST3GAL4 STAB1 STMN1 STXBP5 TARDBP TFRC TIMP2 TNRC6A TNS1 TOPBP1 TP53INP1 TRIM21 TUBA1B TUBA1C TUBB4B TXNIP UBE2C UBOX5 ULK1 USP46 WBP1 ZBTB14 ZG16 ZMAT3 ZNF124 GROSS_HYPOXIA_VIA_HIF1A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_HIF1A_DN ACAP2 ACER3 ADM ANKRD1 ARL6IP5 ARX ATP7A BHLHE40 BNIP3 CACNA1H CAPN1 CAV1 CAVIN3 CCN1 CCN2 CCSAP CDC42EP3 CMC4 CPD CSRNP1 CXCL12 DAP DEPP1 DMP1 DNAJC5 DUSP14 DUSP3 EDN1 EIF1B ENO1 ENO2 ERRFI1 FOS FOXG1 FOXO3 FST GADD45G GAPDH GBE1 GPRC5C GYS1 GZF1 HBEGF HIGD1A HILPDA IFNA4 IL18 INSIG2 IRX1 KIF5A KLF10 KLF4 KLHL2 LHX9 LLGL1 LMO7 LNPEP LRP5 LXN ME2 MERTK MINK1 MMP3 MMP8 MT1A MYH9 NFKBIA NOCT NPEPPS NPTX1 PDLIM4 PFKFB3 PGF PIM3 PNRC1 POLR2D POU6F1 PPL PPP1R9B PRDX5 PRPF19 PSMC4 RBPJL RPS6KA5 S100A13 SAMSN1 SELENBP1 SETX SGK1 SH3BP4 SHB SIK3 SKIL SLC2A1 SOAT1 SPRY2 SSX2IP TCIM TGIF1 TIAM2 TK2 TMPRSS11D TOMM40 TRAF3IP2 TRAF6 VEGFA VHL VWA1 ZFP36 ZNF143 GROSS_HYPOXIA_VIA_HIF1A_ONLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_HIF1A_ONLY AGL BHLHE40 CCNG2 CITED2 FGB MAFF SRA1 VLDLR GROSS_HYPOXIA_VIA_HIF1A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GROSS_HYPOXIA_VIA_HIF1A_UP ACOX2 ACSL3 ACSL5 AKAP8 AMD1 AMPD2 BZW2 CACYBP CCN4 CCNH CCT3 CD276 CDC23 CHN2 CSF1 CTH CTPS1 DDX21 DDX39B ELOVL1 EXOSC1 F2R FRRS1 FRZB G3BP1 GART GET1 GTF2E1 H2AJ HACD3 HRAS HSF1 HSPD1 IMPACT KPNA2 LZTR1 MAP3K11 MAT2A MGAT2 MGAT4B MOGS NAP1L1 NDUFB8 NOP2 NOP56 NOP58 NSL1 NUDT3 PLXNA1 PPID PPRC1 PSMB5 RCC2 RCL1 RPL5 RRM2 SCAMP4 SHMT2 SIX4 SLC19A1 SLC1A4 SRM SRSF1 SRSF5 SRSF7 SSH1 TAF1D TARDBP TFRC TIMM9 TLR2 TNRC6A TRIM21 TSR1 UBE4B USP42 USP46 ZNF124 GRUETZMANN_PANCREATIC_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRUETZMANN_PANCREATIC_CANCER_DN ABCA3 ACADM ACO1 ACOX1 ACRV1 ACSM3 AEBP1 ALDH1A1 AMD1 ANXA4 AP1B1 APLP1 ARSA BCAT1 BCAT2 BTG1 C5 C6 CACNA2D1 CCL7 CCND2 CDO1 CELA2A CHRNA7 CLDN10 CLU CPA3 CRAT CRYAB CRYZ CTAG1B CTNND2 CXCL12 CXCL2 CYB5A CYBA DANCR DAP DDT DENND4A DMAC2L DMD DMPK DPEP1 DPP6 DRD2 DSTN EEF2 EIF3A EPHX2 ETV5 EVX1 F11 F12 FGL1 FKBP2 FLT3LG FXYD2 GALT GAMT GATD3 GATM GJB1 GOLGA4 GPC3 GPX3 GRB14 GRB7 GSTZ1 GTF3C1 GYPC H19 HDLBP HERPUD1 HHEX HNF1B HSD17B4 HTT HYOU1 ICA1 IGBP1 IL6ST IMPDH2 INSR ISG15 ITPRID2 ITSN2 JUN KANK1 KAT2B KCNAB1 KCNJ15 KCNJ4 KRAS LAMP1 LGALS2 LGALS8 LMAN1 LMF2 LOXL1 LSP1 LSS MAOA MAPK8IP2 MAPK9 MAT1A MAT2A MEST MKNK1 MST1 MT1B MT1X MXI1 MYC MYO1F NCOA1 NF2 NFIB NFKBIL1 NPY1R NR5A2 NRCAM NTRK2 NUCB1 NUCB2 ONECUT1 P4HB PABPC4 PAX6 PBX3 PCBD1 PCK2 PDE6G PDIA5 PEBP1 PEPD PEX1 PEX6 PHOX2B PPIF PPOX PPP2R1B PRDX4 PRKAR2B PRPSAP1 PSEN2 PTH1R PTP4A1 PTPRN PTPRN2 PWP1 RAF1 RARRES2 RBP1 RDX REG3A RFC1 RGN RNASE1 ROM1 RPL13 RPL17 RPL32 RPL7A RPS10 RPS24 RPS7 RPS9 SEC61B SEC62 SEL1L SERPINA5 SERPINA6 SGK1 SHC3 SLC1A4 SLC20A2 SLC25A3 SLC25A5 SLC33A1 SMAD4 SMPD1 SMPDL3A SNHG14 SRP54 SRPX SSR1 SSR4 TAF1 TMED10 TOB1 TOMM20 TRPV6 UBXN8 UGT2B15 WWP2 XBP1 YBX3 ZNF22 ZNF32 GRUETZMANN_PANCREATIC_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRUETZMANN_PANCREATIC_CANCER_UP ABCG1 ACOT7 ACVR1 ACYP1 ADAM10 ADAM9 ADSS2 AFAP1 AKAP1 AKAP12 ALDOC ALOX5 AMPD3 ANXA1 ANXA5 ANXA8 APLP2 APOC1 AREG ARHGAP1 ARHGDIA ARHGEF2 ARL4A ARL6IP1 ATF3 ATP1B3 ATP6AP1 BIRC3 BPTF BST1 BST2 BZW1 C2 CALD1 CASP1 CASP4 CAV1 CAV2 CBFB CBR1 CBX3 CCNA2 CCNG2 CD1C CD47 CD53 CD55 CD86 CD9 CDC25B CDH11 CDK7 CELF2 CENPF CETN2 CFLAR CHMP1A CKS1B CKS2 CLIC1 CLOCK CNN1 COL1A1 COL5A2 COPS8 CRABP2 CRIP2 CSE1L CSK CSNK1A1 CSTB CTPS1 CTSC CTSK CTSL CXCR4 CYFIP1 CYTH1 DGKA DGKD DHX8 DHX9 DLAT DLST DNAJA1 DNMT1 DOCK2 DPYD DPYSL3 DUSP5 DUSP6 DYNLT3 DYRK2 ECM1 EIF2AK2 EIF4G3 ELF4 EMP2 EMP3 ENO1 ENTPD1 EPS8 ETFB EVPL EXOSC7 FABP5 FAP FBLN2 FBN1 FCGR3A FLAD1 FLOT2 FN1 FOXF1 FOXK2 FYB1 FYN G3BP1 GABRE GADD45A GBP1 GBP2 GDI1 GEM GET3 GGT5 GK GLUD1 GM2A GNPDA1 GOLIM4 GPC1 GPI GPX1 GPX4 GRB2 GRN GSN-AS1 GUSBP11 H2AC18 H2BC21 HBA2 HCCS HLA-DRA HMGB2 HMGN4 HNRNPU HPGD IFI30 IFI44L IFITM2 IGFBP5 IL1RN IL4R INPP1 IQGAP1 IRS1 ISG20 ITGA2 ITGA3 ITGB1BP1 ITGB2 ITGB4 ITGB5 ITPR3 KCNK1 KDSR KLF4 KLF5 KRT13 KYNU LAD1 LAMA3 LAMA4 LAMP2 LAPTM5 LCN2 LCP1 LCP2 LDHA LGMN LMO4 LOXL2 LTBP1 LUM MAP4 MBOAT7 MCM3 MCM6 MELK MFSD10 MGP MKI67 MMD MMP11 MMP2 MMP9 MPHOSPH6 MPP3 MRPS12 MSMO1 MSN MX2 MYH10 MYH9 MYL12A MYL6B MYL9 MYLK NBL1 NCBP2 NDRG1 NDUFA9 NDUFB7 NID1 NMT1 NNMT NR1D1 NREP NSDHL NUP93 OAS1 P4HA1 PAK2 PARP4 PCLAF PCOLCE PDE1A PDGFRB PDIA2 PFN1 PGK1 PHB1 PIK3R4 PIP4K2B PKM PLAT PLAU PLAUR PLCG2 PLEC PLN PLOD2 PMP22 PNP POLB POSTN PPIG PPP1R8 PPP2R1A PPP3CA PRDX1 PRKACB PRKDC PRNP PRR13 PSG11 PSMA3 PSMA5 PSMB3 PSMC6 PSMD14 PSME3 PTGS1 PTGS2 PTPN12 PTPN9 PTPRC PUF60 PXDN PYGB PYGL R3HDM1 RAB2A RAB31 RAB5B RALB RALBP1 RAP1GAP RCN1 RFC4 RGS16 RHOA RHOG RIN1 S100A10 S100A11 S100P SCNN1A SDC1 SEC23A SELENOW SEM1 SEPTIN8 SERPINA1 SERPINE1 SERPINH1 SFN SHC1 SIDT2 SLBP SLC1A3 SLC2A1 SLPI SMAD3 SNRPA SNRPB2 SOD1 SORL1 SPARC SPINT2 SPTA1 SRGN SRI STAT1 STMN1 STOM SULT1C2 SUMO1 SUSD6 TANK TAP1 TBCB TFCP2 TFF1 TFF3 THBS2 TIAL1 TIMP3 TM9SF4 TMSB10 TNFAIP3 TNFAIP6 TOP1 TOP2A TRADD TRIM29 TRIP10 TSC22D1 TSN TSPO TUBA1A TUBB TUSC3 TXNRD1 UBE2C UGCG USP14 VCAN VDAC1 WASHC5 WNK1 WNT2 WNT5A XPO1 XRCC4 YWHAH YWHAZ ZMYND8 GRYDER_PAX3FOXO1_ENHANCERS_IN_TADS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRYDER_PAX3FOXO1_ENHANCERS_IN_TADS ABCD3 ABL1 ABRACL ACAD8 ACBD6 ACLY ACOX3 ACSL3 ACTB ACTC1 ACTG1 ACTR3C ACTR5 ACTR8 ACVR1 ACVR2A ACYP1 ADAM10 ADAM19 ADAMTS1 ADAMTS14 ADAMTS15 ADCY9 ADO AEBP2 AFAP1 AFAP1L2 AGAP1 AGPAT5 ALDH1A3 ALG13 ALK ALOX5AP ANK2 ANKRD13A ANKRD17 ANKS1A ANKS6 ANLN ANTXR2 AOPEP AP1B1 AP5M1 APBB2 APLF APMAP APP APPL1 AQR ARGLU1 ARHGAP12 ARHGAP15 ARHGAP26 ARHGAP29 ARHGEF10 ARHGEF3 ARID1A ARK2N ARL14EP ARL4C ARL8B ARMC1 ARPC2 ASB13 ASB7 ASCC3 ASS1 ASTN2 ATAD2B ATE1 ATF3 ATF6 ATF7IP ATOH8 ATP1A3 ATP1B1 ATP2A2 ATP5IF1 ATP5MJ ATP6V1B2 ATP6V1D ATP6V1E1 ATP8B4 ATP9B ATPSCKMT ATRN ATXN1 AUTS2 B4GALNT3 BABAM1 BAIAP2 BBIP1 BCAR3 BCAT1 BCCIP BCHE BCL11A BCL2 BCOR BFAR BMERB1 BMP5 BRCA2 BRD8 BTAF1 BTD C10orf71 C11orf58 C1GALT1 C1orf131 C1orf43 C2orf69 C3orf70 C5orf15 C5orf22 CA11 CAAP1 CABLES1 CACUL1 CADM2 CALCRL CAND1 CAP1 CAPRIN1 CASK CASP9 CASQ2 CAV2 CBR1 CCDC3 CCNB2 CCNC CCND2 CCNY CCT5 CCZ1B CD81 CD82 CD9 CDC123 CDC42EP3 CDC5L CDC7 CDCA2 CDCA7 CDH13 CDH4 CDK14 CDK2AP1 CDK6 CDON CDYL CEBPG CEBPZ CELF2 CEP112 CEP128 CEP85 CEP85L CEP97 CGNL1 CGRRF1 CHCHD3 CHD2 CHD6 CHD7 CHST11 CHST15 CHST8 CHSY1 CITED2 CLASP1 CLCN5 CLINT1 CNOT2 CNTLN COA6 COBL COL18A1 COL4A1 COL4A2 COMMD10 COPA COPS3 COPS8 COX11 COX16 COX4I1 COX5A COX6C COX7A2L CPA5 CREBBP CRPPA CSE1L CSRNP2 CSRP1 CSTF2T CTDSP2 CTNNBL1 CTR9 CUL3 CUX1 CYRIA DAAM1 DAPK1 DARS1 DAZAP2 DBT DCAF5 DCLK1 DCP2 DCTD DDB1 DDOST DDX1 DDX10 DEAF1 DEK DHX32 DHX9 DICER1 DIS3 DIS3L DLG5 DMRT2 DNAJB6 DNAJC10 DNM3 DNTTIP2 DOCK10 DPF1 DPH5 DPY19L3 DPYSL3 DROSHA DTD1 DUSP1 DUSP12 DUSP6 DYRK2 ECHS1 ECI2 ECT2 EEF2K EFHD2 EFNA5 EID1 EIF3A EIF3B ELAPOR2 ELAVL2 ELMO1 ELP1 EMC1 ENAH ENC1 EPHB2 ERGIC1 ERH ERI1 ERICH1 ERLIN2 ERRFI1 ESYT2 ETAA1 ETNK1 ETV5 EWSR1 EXOSC2 EXOSC7 EXT2 EXTL3 EYA1 EYA2 EYA4 EZR F11R FAF1 FAM110B FAM136A FAM151B FAM174A FAM199X FAM217B FAM229B FAM81A FAM83D FAM89A FANCF FAR2 FARS2 FARSB FASTKD2 FAT1 FAU FBXL7 FBXO21 FBXO7 FCRLA FGF7 FGF8 FGFR2 FGFR4 FGGY FHIP1B FHIP2A FIP1L1 FLRT2 FOXF1 FOXK1 FOXN2 FOXO1 FOXP1 FRG1 FRMD8 FSCN1 FTO FUBP1 FUT10 FYN FZD8 GADD45A GALNT11 GALNT17 GALNT2 GART GAS1 GBF1 GDAP1 GDI2 GGA2 GINS2 GIT2 GLO1 GLRX5 GLUL GMPR GNA12 GNA13 GNAS GNAZ GNB5 GNG11 GNG12 GNL3L GNPAT GNPDA1 GOLGA7 GOPC GPC3 GPHN GPR107 GPR89B GRB10 GRN GSE1 GTF3A GXYLT2 HACL1 HAUS1 HDAC5 HDHD5 HECTD2 HELB HELLS HERC2 HMGCR HMGN2 HMGXB4 HNRNPA0 HNRNPA3 HNRNPAB HNRNPK HP1BP3 HPCAL1 HS1BP3 HS6ST2 HSBP1 HSPA4 HSPG2 HSPH1 HUNK IDH3A IER5 IFT81 IGF2 IGF2BP2 IGFBPL1 IL17RD IL1RAP IL4R ILK IMMT INKA2 INPP4B INPP5A INTS6 INVS IRS1 IRX1 ITGA1 ITGB1 ITGB8 ITPKB ITPR1 ITSN2 JAKMIP2 JARID2 JPT2 KANK1 KANK2 KANK4 KBTBD8 KCNMA1 KCNMB4 KCNN3 KCNS3 KCTD2 KHDRBS3 KIAA1217 KIAA1614 KIF5B KLF5 KLF9 KLHL29 KRCC1 KREMEN1 LAMB3 LAPTM4A LARP1B LARS2 LDLRAD3 LEPROTL1 LIMCH1 LIMD1 LMCD1 LMNB1 LMO4 LNPK LOXL2 LRIG1 LRIG3 LRPAP1 LRRC10B LRRFIP1 LRRFIP2 LYPLAL1 LZTS1 M6PR MACROH2A1 MAD1L1 MAF MAGED2 MAGI1 MAN1A2 MAN1C1 MAN2A1 MAP2K5 MAP3K2 MAP4K4 MAPK6 MAPK8 MARCKS MAT2A MBTPS2 MCC MCFD2 MCM2 MCM3 MDFI MDH2 MED13L MED9 MEDAG MEGF10 MEIS1 MEIS2 MEST MET METTL13 MEX3B MFSD2A MIF MIOS MIPEP MIS18A MLH1 MN1 MNAT1 MOCS2 MON2 MPHOSPH9 MRPL13 MRPL20 MRPL23 MRPS18C MRS2 MRTO4 MSH3 MSH6 MSI2 MSRB2 MSX2 MTA3 MTPAP MTREX MYC MYCN MYH14 MYH9 MYLIP MYO18A MYO18B MYO9A MYO9B MYOD1 N4BP2L2 N4BP3 NAA20 NACA NANS NAPG NAT10 NAV1 NAV2 NCAM1 NCAPG2 NCKAP1 NCOA1 NCOR2 NCS1 NDUFA12 NDUFA6 NDUFAB1 NDUFS1 NDUFS3 NDUFS4 NEDD1 NELL1 NFE2L2 NFIA NFIB NFYA NHEJ1 NHP2 NKAIN1 NLGN1 NOC3L NOG NOLC1 NOP10 NOS1 NOSIP NOTCH2 NPM1 NPM3 NR2F2 NR3C1 NRG1 NRN1 NRP2 NSDHL NSMCE1 NSUN6 NUDC NUF2 NUP160 NUP205 NUP62 NXT1 OAT OAZ1 OBSL1 ODC1 OLFML2B OLIG2 OPA1 OS9 OSBPL2 PABIR2 PACS1 PAFAH1B3 PALD1 PARD3 PARK7 PARM1 PARN PARP1 PARP4 PAX3 PBX1 PCBD1 PCCB PCM1 PCSK6 PDE4DIP PDGFC PDHB PDZRN3 PEBP1 PEG10 PEG3 PEMT PFDN2 PFDN4 PFN2 PGBD5 PGF PGM1 PGRMC2 PGS1 PHF12 PHF6 PHLDB2 PID1 PIGC PINX1 PIPOX PITPNB PITX2 PKM PKN2 PKNOX2 PKP1 PLAAT1 PLAC1 PLCE1 PLCG1 PLXNA1 PLXNA2 PMP22 PNO1 PNRC2 PODXL PODXL2 POFUT2 POGZ POLE3 POLR1D POLR1F POLR2D POLR2J POMP POMT2 PON2 POR PPCDC PPIF PPIL4 PPM1H PPP1R3B PPP4R2 PRCP PRDM12 PREX1 PRKAR1A PRKG1 PRKRIP1 PRKX PRMT3 PROX1 PRRC2B PRUNE2 PSD3 PSIP1 PSMB4 PSMB6 PSMD6 PSMD8 PTAR1 PTCD2 PTGFRN PTPN12 PTPRD PTS PTTG1IP PXDN QKI R3HDM2 RAD23B RAD51B RAD51C RAE1 RALA RANBP17 RAP2C RAPGEF1 RAPH1 RASA3 RASSF4 RBBP8 RBFOX1 RBL2 RBM20 RBM38 RBMS1 RBPJ RCHY1 RCN1 REPIN1 RERE REXO2 RFC3 RFC5 RGMA RGMB RGPD4 RGS17 RGS3 RHOQ RIMKLB RMI1 RNF11 RNF114 RNF145 RNF149 RNF181 RNF216 RNGTT RPF2 RPL23A RPS6KC1 RRAGA RRAGC RRM2B RRP15 RRP1B RSL1D1 RUNX1 RXRG SACS SAMD4A SARS1 SASH1 SATB2 SBF2 SCARB1 SCFD2 SDC1 SDC2 SDC3 SDE2 SDK1 SDK2 SEC61B SEL1L3 SELENON SELENOW SEMA6A SENP2 SERP1 SERPINE2 SERTAD2 SETBP1 SETD3 SETD7 SETMAR SETX SF3A3 SF3B2 SF3B5 SFMBT2 SFT2D2 SFXN1 SGMS1 SH3BGR SHB SHC1 SHISA2 SIK1 SIPA1L1 SKA2 SKP2 SLC16A10 SLC16A2 SLC24A3 SLC25A26 SLC2A10 SLC38A1 SLC38A10 SLC38A2 SLC38A6 SLC38A9 SLC46A3 SLC4A2 SLC7A1 SLC7A2 SLIRP SLX9 SMARCA2 SMARCA4 SMARCB1 SMC5 SMPDL3A SMS SNN SNRNP40 SNRPC SNRPD3 SNTB1 SNX19 SNX29 SNX9 SOCS3 SOD1 SORCS1 SOX4 SOX6 SOX8 SP3 SPATA13 SPATS2 SPATS2L SPDL1 SPICE1 SPIN2B SPOCK3 SPRY1 SPRY4 SPSB4 SRD5A3 SRGAP2C SRP9 SRSF10 SRSF5 SRSF6 SSB SSH2 SSU72 ST3GAL4 ST6GAL2 ST6GALNAC3 STAG1 STARD13 STAT3 STC1 STC2 STIM2 STK24 STMP1 STOML1 STX11 STX16 STX8 STXBP5 STXBP6 SUCLG2 SUDS3 SULF2 SUMF1 SUMO2 SVIL SYNDIG1 SYNE3 SYTL3 TAB2 TAGLN3 TANK TBC1D1 TBC1D2B TBCA TBCD TBL1XR1 TBX15 TCF12 TCF20 TCF7L1 TCF7L2 TENM3 TENT5A TEX10 TEX261 TFAP2B TFPI TGOLN2 THAP1 THEMIS2 THSD4 TIMM9 TLE1 TLE3 TLE5 TM2D1 TM2D3 TMBIM4 TMCC3 TMEM123 TMEM131L TMEM165 TMEM177 TNFAIP3 TNFRSF10B TNFRSF19 TNFRSF21 TNKS2 TNNT2 TNPO1 TNS3 TOM1 TOP1 TOP2A TOR1AIP2 TOX3 TPP2 TPST1 TPX2 TRA2B TRAM2 TRAP1 TRIM32 TRIM44 TRIM45 TRIO TRIQK TSC22D2 TSHZ3 TSPAN3 TSPAN7 TSPAN9 TTC12 TTC28 TTI1 TTK TTLL7 TUBA4A TUT7 TVP23C TXNRD1 UBAC2 UBE2E2 UBE2G1 UBE2G2 UBE2J1 UBL7 UBR3 UCHL1 UGCG UQCC4 UQCR10 UQCRC2 USP1 USP15 VANGL2 VAPA VASH2 VAX2 VDAC1 VDAC3 VGLL3 VIM VIPR2 VLDLR VMA21 VPS13B VPS4B VRK1 VSTM4 VTI1A WARS1 WDFY3 WDR1 WDR11 WDR27 WDR43 WDR45B WEE1 WIPI2 WNK1 WNT5B WSB2 WSCD1 WWOX XPO7 XRN1 YAE1 YIPF5 YWHAZ ZC3H13 ZCCHC9 ZDHHC21 ZDHHC6 ZEB2 ZFAND3 ZFP36L1 ZFYVE16 ZIM2 ZMIZ1 ZNF18 ZNF217 ZNF264 ZNF330 ZNF331 ZNF420 ZNF483 ZNF488 ZNF568 ZNF57 ZNF622 ZNF644 ZNF664 ZNF71 ZNF75D ZNF77 ZNF804A ZNG1A ZW10 ZXDB ZZEF1 GRYDER_PAX3FOXO1_ENHANCERS_KO_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRYDER_PAX3FOXO1_ENHANCERS_KO_DOWN ABRACL ACSL3 ACTB ACTG1 ACTR3C ACVR1 ADAM10 ADAMTS14 ADAMTS15 AGPAT5 ALDH1A3 ALK ANK2 ANKRD13A ANLN AOPEP AP1B1 APBB2 APP APPL1 ARHGAP12 ARHGAP26 ARHGEF10 ARHGEF3 ARID1A ARL4C ARL8B ARPC2 ASB7 ASCC3 ASS1 ATF3 ATP1A3 ATP2A2 ATP8B4 ATRN AUTS2 BABAM1 BBIP1 BCHE BCL11A BCL2 BCOR BFAR BMERB1 BMP5 BTD C10orf71 C1GALT1 C3orf70 C5orf15 CA11 CABLES1 CACUL1 CAND1 CAP1 CAPRIN1 CASK CCDC3 CCNC CCND2 CD81 CD9 CDC123 CDH4 CDK14 CDON CEBPG CEBPZ CELF2 CGRRF1 CHST15 CHST8 CHSY1 CLINT1 CNOT2 COL4A1 COL4A2 COPS8 COX11 COX16 CPA5 CRPPA CSRNP2 CSRP1 CTDSP2 CYRIA DAAM1 DAPK1 DBT DCTD DEAF1 DHX32 DICER1 DIS3L DLG5 DMRT2 DNAJC10 DNM3 DOCK10 DPYSL3 DTD1 DUSP6 DYRK2 EFHD2 EFNA5 EID1 ELAPOR2 ELMO1 ENC1 EPHB2 ERGIC1 ERLIN2 ERRFI1 ETAA1 ETNK1 ETV5 EXOSC2 EXT2 EXTL3 EYA1 EYA2 FAM151B FAM199X FAM217B FAM81A FAM89A FANCF FAT1 FBXO21 FBXO7 FCRLA FGF8 FGFR2 FGGY FHIP2A FOXF1 FOXK1 FSCN1 FUT10 GADD45A GALNT17 GALNT2 GART GAS1 GIT2 GLO1 GLRX5 GNAZ GNB5 GNG12 GOLGA7 GPHN GPR107 GTF3A GXYLT2 HACL1 HELB HNRNPA3 HNRNPK HS1BP3 HS6ST2 HSBP1 HSPA4 HSPH1 HUNK IFT81 IL17RD IL4R IRX1 ITGB8 ITPKB JAKMIP2 JARID2 JPT2 KANK4 KBTBD8 KCNMB4 KCNN3 KCNS3 KHDRBS3 KIAA1614 KIF5B KLF9 KRCC1 LAMB3 LDLRAD3 LEPROTL1 LIMCH1 LMNB1 LMO4 LOXL2 LRIG3 LRRC10B LRRFIP2 M6PR MACROH2A1 MAF MAGED2 MAN1C1 MAP4K4 MAPK8 MCC MDFI MDH2 MEDAG MEIS1 MEIS2 MEST MET METTL13 MFSD2A MIF MIOS MIPEP MN1 MOCS2 MSH3 MSH6 MSI2 MTPAP MYCN MYH9 N4BP3 NAA20 NAPG NAV1 NAV2 NELL1 NFE2L2 NFYA NHP2 NKAIN1 NLGN1 NOG NOLC1 NOS1 NOTCH2 NPM3 NR2F2 NR3C1 NRG1 NRN1 NRP2 NUP205 NXT1 OAT PACS1 PAFAH1B3 PALD1 PARM1 PARP1 PARP4 PAX3 PBX1 PCBD1 PCCB PCSK6 PDHB PEG10 PEG3 PFN2 PGF PGRMC2 PGS1 PHLDB2 PID1 PIGC PIPOX PITX2 PKN2 PKP1 PLCE1 PLCG1 PNO1 PODXL POLE3 POLR1D POMT2 PON2 PPCDC PPM1H PPP1R3B PPP4R2 PRDM12 PRKAR1A PRKG1 PRMT3 PROX1 PRUNE2 PSIP1 PTCD2 PTPN12 PTTG1IP PXDN QKI RAPGEF1 RAPH1 RBBP8 RBPJ RCN1 REPIN1 RFC3 RGMA RGPD4 RGS17 RHOQ RIMKLB RNF11 RNF145 RNF216 RNGTT RPL23A RRAGA RRP15 RRP1B RUNX1 SATB2 SBF2 SCARB1 SDC1 SDC2 SDC3 SDK1 SEL1L3 SELENON SEMA6A SENP2 SERP1 SERPINE2 SETBP1 SF3A3 SF3B5 SFMBT2 SFXN1 SGMS1 SH3BGR SHC1 SIK1 SIPA1L1 SKP2 SLC16A10 SLC25A26 SLC38A1 SLC38A10 SLC38A9 SLC46A3 SLC7A2 SMARCA2 SMARCB1 SMPDL3A SNX9 SOCS3 SOD1 SORCS1 SPATS2 SPATS2L SPICE1 SPIN2B SPOCK3 SRD5A3 SRSF6 SSU72 ST6GALNAC3 STAT3 STC1 STK24 STMP1 STX11 STX8 SULF2 SUMF1 SYTL3 TBC1D2B TBCD TBX15 TCF20 TCF7L1 TENM3 TEX10 TFAP2B THAP1 THEMIS2 THSD4 TLE5 TMBIM4 TMEM165 TMEM177 TNFAIP3 TNFRSF10B TNFRSF21 TNS3 TPST1 TRAM2 TRAP1 TRIQK TSC22D2 TSHZ3 TSPAN9 TUT7 UBE2E2 UBE2G1 UBE2J1 UBL7 UGCG USP1 VANGL2 VAPA VDAC1 VIM VIPR2 VRK1 VTI1A WARS1 WDFY3 WDR11 WNK1 WSCD1 XRN1 YWHAZ ZC3H13 ZDHHC21 ZDHHC6 ZIM2 ZMIZ1 ZNF217 ZNF264 ZNF331 ZNF420 ZNF483 ZNF568 ZNF57 ZNF644 ZNF664 ZNF77 ZNF804A ZW10 ZXDB GRYDER_PAX3FOXO1_TOP_ENHANCERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GRYDER_PAX3FOXO1_TOP_ENHANCERS ACOX3 ACTB ACTG1 ACTR8 ACYP1 ADAM10 ADAM19 ADAMTS14 ADCY9 AGPAT5 ALDH1A3 ALK ALOX5AP ANKRD13A ANLN AOPEP AP1B1 APBB2 APLF APP APPL1 ARHGAP26 ARHGEF10 ARHGEF3 ARK2N ARL4C ARPC2 ASB13 ASS1 ATF3 ATF6 ATF7IP ATOH8 ATP5MJ ATP6V1E1 ATP9B AUTS2 BABAM1 BBIP1 BCAR3 BCL2 BCOR BFAR BMERB1 BRCA2 BTAF1 BTD CA11 CABLES1 CADM2 CAND1 CAP1 CASP9 CCDC3 CD9 CDC123 CDC42EP3 CDC5L CDK14 CDK2AP1 CDON CEBPZ CELF2 CEP128 CGNL1 CGRRF1 CHCHD3 CHD6 CHD7 CHST11 CHST15 CHSY1 CLASP1 CLINT1 CNOT2 COA6 COBL COL4A1 COMMD10 COPA COPS3 COX5A COX7A2L CPA5 CREBBP CSRP1 CSTF2T CTNNBL1 CYRIA DAPK1 DARS1 DBT DCP2 DDB1 DDOST DDX1 DMRT2 DNTTIP2 DPF1 DPH5 DPY19L3 DTD1 ECI2 ECT2 EEF2K EFHD2 EIF3B ELMO1 ELP1 ENAH ERI1 ERICH1 ERLIN2 ERRFI1 ESYT2 EWSR1 EXTL3 EYA2 FAM136A FAM174A FAM83D FASTKD2 FAT1 FBXO21 FGGY FIP1L1 FOXN2 FSCN1 FUT10 FYN GALNT11 GALNT17 GALNT2 GART GAS1 GBF1 GDAP1 GDI2 GGA2 GINS2 GIT2 GLO1 GMPR GNAS GNG11 GNL3L GPR107 GPR89B GRB10 GRN GSE1 HACL1 HAUS1 HDAC5 HDHD5 HECTD2 HELB HMGXB4 HNRNPK HP1BP3 HS1BP3 HSPG2 HSPH1 IDH3A IER5 IGF2 IGFBPL1 IL17RD IL4R IMMT INKA2 INPP4B ITGB1 ITPKB ITSN2 JARID2 KANK1 KANK4 KCNS3 KCTD2 KIAA1614 KREMEN1 LAMB3 LAPTM4A LEPROTL1 LIMCH1 LRIG1 LRPAP1 LRRC10B LRRFIP2 M6PR MAGED2 MAGI1 MAN1A2 MAN1C1 MAP3K2 MAT2A MCC MCFD2 MCM2 MCM3 MDH2 MED13L MEDAG MEST MFSD2A MIF MLH1 MN1 MNAT1 MON2 MPHOSPH9 MRPL20 MRPL23 MRS2 MSH6 MSI2 MTREX MYCN MYLIP MYO18B MYO9B MYOD1 N4BP2L2 NAA20 NACA NCAPG2 NCOA1 NCOR2 NDUFA12 NDUFAB1 NDUFS1 NDUFS3 NFIB NOLC1 NOSIP NOTCH2 NR3C1 NRG1 NSMCE1 NUP160 NXT1 OAT OLFML2B OLIG2 OPA1 OS9 OSBPL2 PALD1 PARD3 PARK7 PARN PARP1 PCBD1 PDHB PDZRN3 PEBP1 PEG10 PEG3 PEMT PFDN4 PFN2 PGBD5 PGF PGS1 PINX1 PIPOX PKNOX2 PKP1 PLAAT1 PLXNA2 PNO1 PODXL PODXL2 POLR2D POMT2 PON2 POR PPM1H PPP1R3B PRCP PRDM12 PREX1 PRKG1 PROX1 PSD3 PSMB6 PSMD8 PTCD2 PTPN12 PTTG1IP PXDN QKI R3HDM2 RAD23B RAD51B RAD51C RAPGEF1 RAPH1 RASA3 RASSF4 RBBP8 RBFOX1 RBM20 RBM38 RBMS1 RBPJ RCN1 RERE RHOQ RIMKLB RMI1 RNF114 RNF145 RNF181 RNF216 RPL23A RPS6KC1 RRAGA RRAGC RRM2B RRP1B RSL1D1 SACS SAMD4A SARS1 SASH1 SCARB1 SCFD2 SDC1 SDC2 SDE2 SELENON SEMA6A SERP1 SETD7 SETX SF3A3 SFXN1 SHB SIK1 SKA2 SLC24A3 SLC38A1 SLC38A10 SLC38A2 SLC38A6 SLC38A9 SLC7A1 SLIRP SMPDL3A SNRPD3 SNTB1 SNX29 SNX9 SOX4 SPATS2L SPRY1 SPSB4 SRP9 SSU72 ST6GAL2 STARD13 STIM2 STK24 STOML1 STX16 SUDS3 SULF2 SUMO2 TANK TBC1D2B TBCA TBCD TBL1XR1 TBX15 TCF12 TCF7L1 TCF7L2 TENT5A TEX261 TFAP2B TGOLN2 THAP1 TLE1 TLE3 TMBIM4 TMCC3 TMEM131L TMEM177 TNKS2 TNNT2 TNPO1 TNS3 TOM1 TOP2A TPX2 TRAM2 TRAP1 TRIM45 TSC22D2 TSHZ3 TSPAN7 TTI1 TTK TUT7 TXNRD1 UBAC2 UBE2G1 UBE2G2 UBL7 UCHL1 UQCR10 UQCRC2 USP1 USP15 VANGL2 VASH2 VAX2 VDAC3 VIPR2 VPS4B VTI1A WDR43 WDR45B WIPI2 WSCD1 XRN1 YIPF5 YWHAZ ZDHHC6 ZEB2 ZFP36L1 ZIM2 ZNF217 ZNF264 ZNF330 ZNF331 ZNF664 ZNG1A ZZEF1 GUENTHER_GROWTH_SPHERICAL_VS_ADHERENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUENTHER_GROWTH_SPHERICAL_VS_ADHERENT_DN ANXA5 CASP1 CAV1 CCND3 CD44 CD46 CD59 COL18A1 CTSD FN1 GAA IL13RA1 ITGB1 MEIS3P1 MET MVP NQO1 NR3C1 NRP1 PLAUR PRKCD PRSS23 PXN TGFB2 TGFBR2 VCL GUENTHER_GROWTH_SPHERICAL_VS_ADHERENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUENTHER_GROWTH_SPHERICAL_VS_ADHERENT_UP ADGRB1 ADGRB2 ADGRG1 ADGRL3 CCND2 CELSR2 CRMP1 CSPG5 DLL3 GRIA2 HES5 HES6 MAGED4B MAP2 METRN NES OLIG1 OLIG2 PCSK1N PTPRZ1 SHC3 VANGL2 GUILLAUMOND_KLF10_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUILLAUMOND_KLF10_TARGETS_DN AACS AK3 AQP9 CD36 CHPT1 CLEC4F CTNNB1 CTSS CYB5R3 DERL2 ELOVL5 ENPEP GPD1 OGT OIT3 OSTC PAPSS2 PSME4 RCAN1 RPL7L1 RTN4 SEC61A1 SLC2A2 SLCO1B3 SRSF3 TMSB4X TXNIP UGT3A2 VMP1 VNN1 GUILLAUMOND_KLF10_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUILLAUMOND_KLF10_TARGETS_UP ADAMTS8 ADISSP ALDH18A1 ASNS ATP8A1 CADM3 CCKBR CCR2 CD320 CELSR2 COL16A1 CPT1A DAG1 DERL1 DNAJC18 FEN1 FGL1 GPR85 IL1F10 IL2RB ITGA4 KIFC2 LASP1 LCN2 LPL MOXD1 MT1A MT2A NDRG1 NNMT NNT PCK1 RDH12 RGS5 RSRP1 SAA1 SAA2 SCARA5 SERPINE2 SLC22A7 SLC25A30 STEAP1 STOM SV2A SYT11 TFAP2C TFF3 UGT2B28 WDFY1 YWHAZ GUO_HEX_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUO_HEX_TARGETS_DN ACP1 ACTB ACTC1 ADAM19 ANGPT2 ARL6IP5 BCL6B BMP2K BRK1 C17orf49 CAVIN1 CD93 CLDN5 CREG1 CSNK2A1 DAXX DCTPP1 ELL2 ENG EPB42 F10 FLT4 FMO1 FXN GATA1 GDAP2 GFI1B GSTK1 GSTM1 HBA2 HBB IFITM3 IGF1 JKAMP KIFC1 KLF1 KPNA1 LIG1 LMNB1 LPL MBP MEA1 MED1 MRPL58 NET1 NFATC1 PIP4K2C POLR2J PSME1 PTTG1 RALY RAMP2 REEP6 RHAG RNF149 SAR1B SHE SLC39A8 SLC4A1 SMIM1 SOX18 STAB1 TFPI TLCD4 TMED4 TOM1L1 GUO_HEX_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUO_HEX_TARGETS_UP ABCD4 AGFG1 AKAP12 AKAP8 AKTIP ARSA ATP6V1A ATXN2 BMP4 BPNT2 CALM3 CD2BP2 CD59 CD99 CIC CMTM6 DHX36 DIAPH2 EFNA2 EFNA3 ELOVL6 ENPP5 ENY2 EPHA4 ERF EXT1 FBLN2 FGD1 FZD4 GLG1 GNG3 GRIK5 HOXD1 IGF1R IQGAP1 ISLR KDM6A KLF7 LIFR LUC7L2 MAGEL2 MARK2 MTF2 NAA15 NDN NNAT NRP1 PCGF2 PCM1 PGF POU2F1 PTEN PTPN1 PTPN13 PURA REST RRAGD RTN1 SATB1 SFRP2 SLC6A6 SMARCC1 SOX11 SP1 SPG21 SRSF7 STIL TBL1X TBX3 TES UBE3A URM1 VEGFA WDR26 WWC2 WWTR1 ZFHX3 ZNF322 GUO_TARGETS_OF_IRS1_AND_IRS2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUO_TARGETS_OF_IRS1_AND_IRS2 ABCB4 ABCG5 ABCG8 ACACA ACAT2 ACTB AFF4 AGTR1 ARHGAP5 ATXN2 BCL3 BYSL CACYBP CASP6 CCNI CDC34 CDIP1 CEBPB CPT1A CRYBG1 CTPS1 CTSV CYP51A1 DHCR24 DHCR7 DKC1 DNAJA1 DNAJB2 ECI2 ELK4 FDFT1 FDPS FUS G6PC1 GALNT2 GCH1 GCK GEMIN2 GFRA1 GK GNE GNS GRN HMGA1 HMGCR HSP90AA1 HSPH1 IFI35 IGFBP1 IL6R INSR KLF9 LBHD1 LPP LSS MOGS MSMO1 MVD MVK MXI1 NFE2 NIPBL NR1I2 NSDHL NUDT4 NUDT7 PCBP4 PCK1 PCSK9 PDE7B PITPNC1 PPARGC1A PPARGC1B PPM1A PPP1R3B PPP3CA PROK1 RBL2 RBM39 RBMS1 RBPMS RCAN1 RND1 SC5D SCARB1 SGK2 SIRT3 SLC7A2 SQLE SYT1 TAOK3 TAT TM4SF4 TNFRSF1B TUBB TUBB4B UBE2B GUTIERREZ_CHRONIC_LYMPHOCYTIC_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_CHRONIC_LYMPHOCYTIC_LEUKEMIA_DN ABCA6 ABR AGPAT5 ALDH3A2 APOBEC3G ATXN1 CCDC88A CCR7 CDK14 CELSR1 COL9A2 COL9A3 DBI DNMBP DPEP2 FCER2 FCMR FILIP1L FMOD FRY GBP2 GCLC HIVEP2 ID3 IGSF3 INPP5F KCNN4 LCK LEF1 LPP MAP3K5 MARS1 NEK3 NOSIP PBX3 PDGFD PEBP1 PGGHG PNMA1 PTPN22 PTPRO RAPGEF3 ROR1 RUBCNL RXRA SFMBT1 SPATS2L SPOCK2 SYT17 TOP6BL TRAC TTN VAMP1 VASH1 WARS1 ZFP64 GUTIERREZ_CHRONIC_LYMPHOCYTIC_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_CHRONIC_LYMPHOCYTIC_LEUKEMIA_UP CD1C CYBB GLRX IQSEC1 ITGA4 JCHAIN LPIN1 MS4A1 P2RX5 PLXNC1 PRKACB SMAGP GUTIERREZ_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_MULTIPLE_MYELOMA_UP ALG8 ANKHD1 ARF1 ATP6V0E1 BTBD3 BUD23 CANX CD47 CNIH1 COX7C CSDE1 DCTD EID1 EMC7 ETF1 HNRNPK IFI6 ILF2 MORF4L1 MX1 PSENEN PTP4A1 RHEBP1 RHOB SELENOP SELENOT SEPTIN10 SRP72 SSR3 SUCLG2 TAF9 UQCRFS1 VDAC1 VDAC2 YKT6 YWHAZ GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_1_DN DUSP1 FOSB GPR183 HCK IL6 NR4A2 S100A8 TENT5C TNFRSF13B GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_1_UP ABCB1 ABCB4 ADAM28 ADARB1 APLP2 BACH2 GABBR1 IL4R ITPR1 SESN1 GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GUTIERREZ_WALDENSTROEMS_MACROGLOBULINEMIA_2 CLC CPA3 DEK GPR183 HLA-DMA HLA-DPA1 HLA-DRB1 HMGB1 IGLV2-14 MS4A3 MYB RNASE2 SYK GU_PDEF_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GU_PDEF_TARGETS_DN CDH1 CDH20 CDH3 EIF1AX EIF2B2 EIF3C FOXA1 FOXC1 FOXO1 FOXO3 FZD10 FZD5 HNF1A INHBB ITGB4 ITGB6 ITGB8 KRT18 KRT19 KRT3 KRT33A KRT34 KRT6A KRT6B KRT6C KRT7 KRT75 KRT8 KRTAP9-9 NKX2-5 PARVA PI4KB PIK3CB PIK3R3 PIK3R4 PIP4K2C SMURF1 TGFB2 THBS1 VEGFC GU_PDEF_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GU_PDEF_TARGETS_UP BMP2 CCN2 CDH11 CDH18 CDH2 COL13A1 COL16A1 COL1A1 COL4A1 COL4A2 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 DKK3 DOCK1 DOCK10 DOCK4 FN1 FZD1 FZD4 FZD8 HDAC1 HIF1A ITGA3 ITGA5 ITGA6 LAMB2 LAMC1 LAMC2 LEF1 MAP4K4 MAPK9 MAPKAPK2 MAPKBP1 PIK3C3 PIK3CD PLCB4 PLCE1 PLCG1 PRKCA PTK2 RAC2 RAC3 SDC1 SDC2 SERPINA1 SERPINB3 SERPINB7 SERPIND1 SERPINE1 SERPINI1 SMAD1 SMAD2 SMAD3 SMAD4 SNAI2 TCF3 TCF4 TGFB1 TGFBI TNC VEGFA VEGFB VIM WIPF1 WNT5A ZEB1 GYORFFY_DOXORUBICIN_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GYORFFY_DOXORUBICIN_RESISTANCE ABCB1 ADAMTS1 ADD2 ANGPT1 AP4E1 BACE1 BBS12 BMP2 BMP7 BRWD1 CISH CMPK1 CRYBG2 CST1 CYP27A1 FAAH FAT4 FLJ38576 FMO2 FOXJ1 GJA5 HS3ST1 KRT40 LIMA1 LINC03103 MCPH1 NAV2 NSG2 P2RY6 PSG4 PTPRH SLC38A2 SNTB1 STMN2 TIMP2 TRG-AS1 TXNDC17 TYMP ZNF503 GYORFFY_MITOXANTRONE_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/GYORFFY_MITOXANTRONE_RESISTANCE AMOTL1 CASC3 CASR CPSF6 CYP4F11 DOCK2 ELAVL4 ELOVL5 EPB41L2 IFNGR1 IRX1 KLHL35 LAMA2 LEMD2 LIN7A LINC00944 MAFF NLRP2 OSTM1 PHACTR2 POPDC3 PPP1R3F PTPN5 RASSF8 RRAGD SDCBP2 SFRP4 SLC33A1 SYTL2 TENM2 TNFAIP3 TOP2A TSHZ1 WDR26 WWC3 HADDAD_B_LYMPHOCYTE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HADDAD_B_LYMPHOCYTE_PROGENITOR ABCG2 ADGRA3 AEBP1 AGFG1 AK1 AKAP12 ALDH5A1 ALOX5 ANAPC5 ANKRD10 AP1B1 ARAP2 ARHGEF7 ARID5B ARPP21 ATAD2B ATM ATR AUTS2 BACH2 BANK1 BARD1 BLK BLNK BTG1 BTG2 BTN2A1 C6orf62 CACNB3 CALM1 CAPN3 CAV1 CCDC81 CD19 CD22 CD24 CD24P2 CD24P4 CD27 CD69 CD72 CD79A CD79B CD9 CDK13 CDKN1B CDKN2C CEP135 CHD7 CHST15 CIITA CITED2 COBL COL5A1 CORO2B CRIM1 CSGALNACT1 CSH1 CTBP2 CXCR4 CYFIP2 DACT1 DBN1 DCK DCP2 DDR1 DDX3Y DEPP1 DLEU2 DNAJB14 DNASE2B DNTT DUSP26 DYRK2 E2F5 EDEM1 EFHC1 EFNB2 EIF1AY EIF2AK3 ELF2 ELK3 ELL3 ENTPD4 EZR FAM171A1 FAM193B FCMR FHIT FJX1 FMR1 FOXO1 GABPB1-IT1 GADD45G GH1 GLRX GNG7 GPM6B GSAP GSDMB GUSBP11 H1-2 H1-4 H2AC16 H2AC6 H2BC10 H2BC5 H2BC7 H2BC9 H3C10 H3C4 H4C2 H4C8 HCP5 HIP1R HLA-DRB4 HLA-F HMCES HMGB2 HMHB1 HPS4 HRK HS3ST1 ID3 IGF2R IGLC2 IGLL1 IL7R ING1 IRAG2 IRF2 IRF4 IRS2 ISG20 ITPR1 JADE2 JMJD1C JUN KAT2B KCNJ2 KDM5D KIF13A KMT2A KMT5B LAPTM5 LBH LDLRAD4 LEF1 LILRA2 LILRB2 LMF1 LOC100505915 LONP2 LRIG1 LRP2BP MAGED4B MAP4K4 MDM1 MEF2A MEF2C MICU2 MLXIP MME MOG MPPED2 MS4A1 MSANTD2 MSX1 MYLK MZB1 N4BP2L2 NEIL1 NID2 NPY NSMF OR7A5 P2RX5 P2RY14 P4HA2 PAX5 PCBP2 PCDH9 PCNA PDS5B PIK3CD PKD2 PKN2 PLEKHF2 PLXNA1 PLXNA2 PNISR POU2AF1 POU4F1 PPFIBP1 PPM1A PPM1B PPP3CC PRDM2 PSD3 PSPC1 PTPRE PTPRK PVRIG PXDN QRSL1 RAD52 RAG1 RAG2 RASGRP1 RASL10A RB1 RB1CC1 RBM6 RCBTB1 RETREG1 REXO2 RFC5 RHOB RIMS3 RNFT2 RRM2 RUBCNL SCHIP1 SCN3A SECISBP2L SEMA6A SH3TC1 SIAH2 SLC35D1 SMAD1 SMARCA4 SNN SNTB2 SNX2 SOCS2 SOD2 SPANXA1 SPPL2B SPTA1 SSBP2 STAG3 STK38 SYNE3 TASOR2 TCF3 TCF4 TCL1A TCL1B TCL6 TGIF1 TIA1 TLE1 TLE4 TMCC1 TMEM131L TMEM243 TOB1 TOP2A TOP2B TPD52 TRIB2 TRIM38 TSPAN14 TTC13 TTTY14 TUBA4A TXLNGY UGCG USP34 UXS1 VAMP1 VDAC1 VPREB1 VPREB3 VPS13A VSIG10 WASHC4 WFS1 ZBTB10 ZFP36L1 ZFYVE16 ZHX2 ZMYM2 ZMYM5 ZNF107 ZNF135 ZNF160 ZNF177 ZNF423 ZSCAN16 HADDAD_T_LYMPHOCYTE_AND_NK_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HADDAD_T_LYMPHOCYTE_AND_NK_PROGENITOR_DN ACSL4 ARHGEF10 AZU1 BLNK CCL3 CCR7 CCR9 CD24 CD7 CDC20 CEBPD CFD CRIP1 CSF1R CST7 CSTA CTSG DNTT ELANE F13A1 G0S2 GPR183 HAL HCK HGF IL6R IL7R IRF8 ITGB7 JCHAIN KIF15 LEF1 LGALS1 LGMN LTB LY86 LYZ MCM4 MME MPO MS4A3 MS4A6A NPTX2 NRXN2 PALLD PLEK PRTN3 RAB31 RNASE6 RRM2 S100A8 SCN3A SERPINF1 SLC2A5 SPON1 TNF TRAF4 TRGC1 TRIB2 TSPOAP1 TYROBP VCAN VPREB1 ZWINT HADDAD_T_LYMPHOCYTE_AND_NK_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HADDAD_T_LYMPHOCYTE_AND_NK_PROGENITOR_UP ADGRG6 ALDH1A1 ANK3 ARG2 ARMCX1 ARMCX2 ASAP2 BAG3 BCLAF1 BEX1 CACNB2 CAVIN1 CCDC88A CDC14B CFH CHN2 COL5A1 CRHBP DACH1 DDX17 DLK1 DNAJC6 F2RL1 FAM117A FAM124B FAM3C FOXO1 FOXO3 FXR1 GATA3 GP1BB GRK5 HLA-DQA1 HLA-DRB4 HLF HMGA2 HSPA13 HSPA5 HSPB1 HTR1F ID3 ILF3 INPP4B KLF9 LAPTM4B LOX LRIG1 MDK MECOM MEG3 MLLT3 MPDZ MSH2 MYH10 NPR3 PBX1 PDZD2 PHF3 PHLPP1 PLCB4 PLOD2 PLXDC2 PPM1H PRG2 PSEN2 PTK2 PTPRD RASA1 RIOK3 SERPINI1 SMAD7 SMARCA2 TAL1 TIMP3 TJP2 TNFSF10 TPM1 TRO WASHC4 ZNF148 ZNF165 HAEGERSTRAND_RESPONSE_TO_IMATINIB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAEGERSTRAND_RESPONSE_TO_IMATINIB AEBP1 COL15A1 COL1A1 CREB1 CXCL12 FXYD1 ITGA8 PDGFRB PTGFR HAHTOLA_CTCL_CUTANEOUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_CTCL_CUTANEOUS ARPC1A BARD1 C1QBP CD160 CDC42 EMC3 ETHE1 G0S2 GLIPR1 GLUL H2AC18 H2BC21 HBD ITM2A LILRA5 MMP9 MS4A4A PSMB3 RECQL RPL31 S100P SNCA STAT1 TOP1 TRIB1 ZBTB16 HAHTOLA_CTCL_PATHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_CTCL_PATHOGENESIS CCL5 CD52 DLG5 GZMB IL2RB IL7R KIR3DL2 LILRA5 MS4A4A NKG7 S100P TBX21 TXK VAV3 XCL1 HAHTOLA_MYCOSIS_FUNGOIDES_CD4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_CD4_DN ABCE1 ACTN1 ADD3 AHSA2P ARHGEF18 ATG12 ATIC AVL9 C1QBP CACYBP CALM1 CCNG1 CD69 CD81 CDC23 CDC42 CNOT2 COX11 CPSF6 CRYBG1 DDHD2 DDX18 DIMT1 DUT EBAG9 EIF1AX EIF5B EVL FAM162A FAM8A1 FUBP1 GORASP2 GSPT1 HINT1 HNRNPA1 HNRNPA3 ICAM2 IL6ST IMPDH2 INPP4A IPO7 ITGB1BP1 KHDC4 KIF2A KLF9 KTN1 LCP2 LEPROTL1 LUC7L3 LY75 MALT1 MAP4K1 MDFIC METTL3 MPHOSPH9 MPRIP MRPL3 MRPL9 MT-ND4 NACA NAP1L1 NCK2 NLRP1 NMRK1 NPIPA1 NUCB2 NUCKS1 OLA1 OSBPL8 PAICS PCYOX1L PEBP1 PGRMC2 PITPNB PPP1R2 PPP3CC PRDX2 PRMT2 RAD21 RBM26 RBM8A RCN2 RNF4 RPL31 SEMA4C SEPTIN6 SHFL SKIC3 SLC12A7 SLC7A1 SNAPC5 SNX1 SRP72 STAT5B SYNCRIP TARDBP TMEM123 TPD52 TRAK2 TRIM28 TRIM33 TSPYL4 TTC3 TUG1 UBAP2 UBP1 UBQLN2 UGCG VAMP1 WASHC3 WWP1 YTHDC2 ZBED5 ZC3HAV1 ZFAND1 HAHTOLA_MYCOSIS_FUNGOIDES_CD4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_CD4_UP ABHD5 ACTR2 ADM ARPC1A ATF3 BST2 BTG2 CCL3 CCL4 CDKN1A CHPT1 CXCL1 CXCL2 CXCL3 CXCL8 CYRIA EGR1 EMC3 ENC1 EREG ETS2 FBN2 FUCA1 G0S2 GLIPR1 GLRX GLUL GM2A H2AC18 H2BC21 HBEGF HLA-DRB4 IER3 IL1B KIR3DL1 KLF4 KLF6 KYNU LILRA5 MANBA MAPK14 MCTP1 MS4A4A NEU1 NLRP3 NUP214 PADI2 PFKFB3 PLAUR PPP1R15A PRKAR1A PTGS2 RAB20 RHOB RIPK2 SLC16A6 SOD2 SULT1A2 TMEM127 TRIB1 VNN1 WIPI1 ZNF185 HAHTOLA_MYCOSIS_FUNGOIDES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_DN CANX CD160 CD37 CDC42 CES1 FLNA HLA-DQB1 IGHA1 IGLC2 IKZF1 JCHAIN PIK3IP1 PRKCH PRMT1 RPL31 ZBTB16 ZFP36L2 HAHTOLA_MYCOSIS_FUNGOIDES_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_SKIN_DN ANXA4 B4GALT1 BCLAF1 C1QBP CAT CSNK1A1 DSC2 DSTN ECM1 EIF1AX GRN HLA-DQA1 HLA-DQB1 ITGA6 KLK10 KLK7 LGALS3BP LLGL1 MICU2 N4BP1 PRKCI RFC5 SCFD1 SMC3 TNFSF10 TOP2A ZWINT HAHTOLA_MYCOSIS_FUNGOIDES_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_SKIN_UP ACKR1 ANXA11 APEX1 ARF5 ARL3 ARL6IP4 ARMCX6 ARPC1A ARPP19 ATG12 BACE2 BARD1 BUD23 C1orf115 C6orf62 CALM1 CAPZA2 CAPZB CASK CASP1 CCDC85B CCL19 CCNB1IP1 CCND2 CD52 CERS2 CFH CIRBP CKLF CLDN5 CLEC4A CNN3 COLEC12 CPA3 CRBN CREB3L2 CRIM1 CTBP1 CTSH CUTC DAB2 DENND5A DPH5 DPP8 EAPP EHD4 EIF1 EIF3A ELAVL1 ERG ERH ETHE1 FBLN1 FBXO11 FEZ1 FLNA FOXO3 FXR1 GCA GEMIN6 GID8 GLUD1 GMFG GNB1 GPI GSN HLA-DQA1 HNRNPA1 HNRNPU HPGDS IFT20 IGFBP3 IL7R IP6K2 ITGB1BP1 ITGB3BP ITM2A ITPR1 JAM2 JUND KANK2 LAMP1 LBH LDB2 LIPT1 LMCD1 LRRC15 LST1 LY86 MAP4K4 MARCKS MED13 MFAP3 MGAT2 MPRIP MRTFB MT-ND4 NDUFA8 NFIB NME3 NME7 NSL1 NTRK2 NUAK1 NUDT1 ORC5 P4HA1 PDCD4 PDGFD PDIA4 PFN1 PPIB PPIH PRKCI PSMB3 PWP1 RAPGEF6 RBBP4 RBM15 RBM25 RCBTB2 RECQL REX1BD RGS5 RPL23 RPN1 RPS21 RTN3 SAFB SAFB2 SART3 SATB1 SEMA5A SERPINF1 SF3B1 SHOC2 SLA SLC5A3 SMS SNCA SNHG32 SNRNP70 SNX6 SOX4 SP3 SPTAN1 SREK1 SRRM1 SRSF3 SRSF9 SSR2 STOML2 SUPT16H SUZ12 TBC1D16 TCF4 THYN1 TM4SF1 TMEM14A TMEM248 TNFRSF1A TNPO1 TOX TRAK2 TRIM2 TSC22D3 TXNDC5 TXNIP UBE2V1 UBE2Z UPF2 VCAM1 YTHDF1 YWHAZ ZNF22 ZNF292 ZNHIT3 HAHTOLA_MYCOSIS_FUNGOIDES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_MYCOSIS_FUNGOIDES_UP CA2 EMC3 G0S2 H2AC18 H2BC21 H3C10 HBD LILRA5 MMP9 S100P SEC14L1 SIK3 SNCA SOD2 STAT1 TMEM140 TOP1 TSC22D1 HAHTOLA_SEZARY_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_SEZARY_SYNDROM_DN ADGRG1 APBA2 BACH2 BCL2 BST2 CCL4 CCL5 CD160 CTSW DLG5 DUSP2 GNLY GZMB GZMK HOPX IL18RAP IL2RB IRF8 KDM2A KIR2DS4 KIR3DL1 KIR3DL2 KIR3DL3 KLRB1 KLRC1 KLRD1 KLRF1 MATK MYBL1 NCAM1 NELL2 NKG7 PRSS23 PTCH1 SERPINB9 SESN1 SPON2 TRDC TSPAN13 TXK VAV3 XCL1 ZBTB16 HAHTOLA_SEZARY_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAHTOLA_SEZARY_SYNDROM_UP ACTR1A ALAS2 ARMT1 BARD1 BAZ1A C3AR1 CA1 CCR10 CD28 CD55 CDK7 CES1 CKS2 CRIP1 CSGALNACT1 DYSF EIF1AY ETHE1 EZH2 F5 FAR2 FAS GLIPR1 GLUL GOLGB1 GPR171 GSPT1 H1-2 H2AC18 HAT1 HBA1 HBB HBD HP ICOS IDS IL10RB IL2RA IMPA2 IQGAP1 ITM2A JPT1 KTN1 LGALS8 LILRA5 LIMK2 LPAR6 MEOX1 MMP9 MS4A4A MTX1 NBN NCF4 NFE2 NIBAN1 NINJ2 NMT1 NPIPB3 NTAN1 NUSAP1 PAPSS1 PDXK PGD PNP PRC1 PRDX4 PSMB2 PSMB3 PTTG1 RAD51C RBM25 RECQL REXO2 RGCC RNASE2 RNF125 RRM2 RTCA S100A12 S100P SAMSN1 SELENBP1 SH3GLB1 SLC25A37 SMC4 SNCA STAT1 TFDP1 THOC5 TJP2 TLR1 TNFSF10 TOP1 TRAT1 TRIB1 TYMS UBXN4 WAPL ZC2HC1A HALMOS_CEBPA_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALMOS_CEBPA_TARGETS_DN ADGRE5 ARHGAP29 ARL4C BCAR3 CCN1 CCN2 CEBPA CHKA CLDN4 DUSP10 DYRK2 ELF3 ERBB3 F2RL1 FGF9 FZD7 GADD45A GAS2L1 GGT2P GRB7 HES1 ID2 INHBB KRTAP5-9 MAL MIR9-1HG MTMR11 NKX2-1 PLAU RBPMS RGS3 RHOB ROR1 SCNN1A SH3BP2 SMAD6 SMAD7 STC2 TFAP2C TH TM4SF5 TOB1 TRIO TSC22D3 UMOD HALMOS_CEBPA_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HALMOS_CEBPA_TARGETS_UP ADAM3A APOC4 ARL4A BMP2 BMP2K BTG1 CCL20 CKAP4 CXCL2 CXCL3 CXCL8 EPHA4 ETS2 FAS FOLR1 FOXA2 GLRX HCAR3 HMOX1 IGFBP3 IL1R1 IL4R ITGA1 JAK2 KLF5 MEGF9 NFIL3 PLCG1 PLIN2 POU4F1 PTGS2 PTK2B PTX3 RAB27A RAB32 RGS2 RGS4 SEMA3C SERPINI1 SF3A2 SLC16A7 SLC30A1 SPDEF TLX1 TNFAIP8 UAP1 UGCG WAS ZNF250 HAMAI_APOPTOSIS_VIA_TRAIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAMAI_APOPTOSIS_VIA_TRAIL_DN ADA ADRA2C ALDOC ANGPTL4 APOE ARAP3 ARRB1 ASB2 ASPHD1 BARX1 BATF3 BCAS3 BCL3 BEGAIN BLCAP BRSK1 CACNA1E CCDC85B CCKBR CCL19 CD19 CDC34 CDH2 CENPBD1P CEP250 CFD CHMP1A CISH CMIP COA7 COL6A1 CPT1C CXCR3 CYBA DDAH2 DEF6 DHRS2 ECHDC3 EFNA1 EMILIN1 ERBB2 ERF F12 FBLN1 FHOD1 FOXB1 FOXD2 FOXF2 FOXS1 FSTL3 FXYD5 FZD5 FZD9 FZR1 GALC GDF15 GFOD1 GPR78 GRIN1 GRWD1 GSE1 GTPBP3 H1-10 H2AC8 H2BC3 HEYL HIF1A HLA-DRB3 HOXB9 HTR1A ICAM1 ICAM3 IFITM2 IL24 IL4R IMPDH1 INF2 INKA1 ISG15 ISYNA1 JUN KCNA5 KCNG1 KISS1R KLF2 KLK6 KMT5C KRT18 KYNU LHPP LIMD2 LRRC14 MAGEA1 MAGEA3 MAGEA6 MAGEC1 MAGEE1 MAOA MAPK8IP2 MDK MEPCE MRPL2 MTA1 MYBPC2 NLE1 NMB NOL3 NOL6 NR1H3 OR5B12 OSCAR OTUD7A PACSIN3 PAGR1 PARD6G PCDH11Y PCDHB2 PCK2 PGAM2 PHLDA2 PITPNC1 PLAUR PLEKHH3 PLTP PNPLA6 POLR3E POMK PPP1R14A PRDM13 PTPRF PYCR1 RCN3 RNF32-DT RPP25 RPP25L RPS6KA1 S100A3 SAC3D1 SCLY SERPINB1 SERPINH1 SFRP1 SGSH SH3BP1 SH3D21 SH3GL3 SHC1 SIGLEC15 SLC15A3 SLC16A5 SLC1A5 SLC27A5 SLC29A1 SLC37A2 SLC39A4 SLC5A6 SLCO4A1 SMARCD2 SNAPC2 SOX4 SPHK1 SPON2 SRD5A3 SSTR2 STEAP3 STK16 STX6 SYNGR4 TAGLN2 TAOK2 TERT TIMP3 TMEM121 TMEM42 TMEM45A TNNI3 TNNT1 TP53I3 TRAC TRAF4 TRIM16 TRIM46 TRPM4 TSC22D4 TSPY1 TSPY2 TWIST2 TXNIP TYMP UBIAD1 UCHL1 USE1 UTS2R VASP VAV3 VCP VCX VCX2 VCX3A VSIG10L ZNF329 ZNF629 ZSCAN10 HAMAI_APOPTOSIS_VIA_TRAIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAMAI_APOPTOSIS_VIA_TRAIL_UP ABCA5 ACADM ADAM9 ADD3 ADGRG1 AGGF1 AGTPBP1 AHCTF1 AHI1 AIMP1 AKAP11 ALDH2 ANKHD1 ANLN AP1AR AP1S2 AP3B1 APC APPL1 ARFGAP1 ARFGEF1 ARHGAP10 ARHGAP11A ARHGAP44 ARHGAP5 ARID4B ARMC1 ARMCX3 ARMT1 ASAH1 ASB5 ASPM ASRGL1 ATAD2 ATF7IP ATL1 ATM ATOSA ATP1B1 ATP6V1E1 ATR ATXN3 B3GALNT1 BASP1 BAZ1A BAZ1B BAZ2B BBX BCAP29 BCAS2 BCCIP BCLAF1 BDP1 BHLHE41 BIRC2 BLM BLZF1 BMP7 BNIP3L BPTF BRCA1 BRCC3 BRIX1 BTBD7 BUB1B C12orf4 C15orf48 C1GALT1 CALD1 CAPRIN2 CASP8AP2 CAST CBX3 CCAR1 CCDC112 CCDC47 CCDC59 CCDC88A CCDC91 CCK CCNH CCNL1 CD55 CDC42BPA CDC5L CDH1 CDH19 CDK5RAP2 CEBPZ CELF2 CENPC CENPE CENPH CENPK CENPQ CENPU CEP112 CEP170 CEP192 CEP290 CEP350 CEP55 CEP57 CEP63 CEP70 CETN3 CFAP36 CHD1 CHMP2B CHORDC1 CHST9 CLDN1 CLEC2B CLIP1 COG6 COL25A1 COL9A3 COLQ CPLANE1 CREB1 CROT CSGALNACT2 CSPP1 CTHRC1 CTNNAL1 CTNND2 CTSV CTSZ CTTNBP2 CUL2 CUL4B CWC27 CWF19L2 DAAM1 DBF4 DCLRE1C DCT DCUN1D1 DDX10 DDX21 DDX46 DEK DEPDC1 DHX29 DHX36 DIAPH3 DLGAP5 DMXL1 DNAJA1 DNAJA4 DNAJB11 DNAJB14 DNAJC1 DNAJC13 DNAJC3 DNAJC7 DNAJC8 DNM1L DOCK10 DPP4 DPP8 DTWD1 DYNC1I1 DYNC2I1 DYNLT3 DZIP1 ECHDC1 ECT2 EEA1 EIF1AX EIF2S2 EIF3A EIF3E EIF3J EIF4EBP3 EIF5B ELSPBP1 EMC2 EMP1 ENAH ENOX2 ENPP2 EPB41L3 EPRS1 ERCC5 ERGIC2 ESF1 ESRRG ETAA1 EXOC1 EXOC3 EXT1 FAHD2A FAM111A FAM13B FAP FBLN5 FBXL3 FBXO25 FER FGF13 FMOD FNBP1 FPGT FRA10AC1 FST FSTL1 FXR1 FXYD6 FYB1 G0S2 GALNT1 GAREM1 GCC2 GGH GGNBP2 GKAP1 GLIPR1 GNPTAB GOLGA4 GOLGB1 GOLIM4 GPALPP1 GPBP1 GPM6B GPR19 GPR27 GTF2F2 GTF2H2 HAS2 HAUS3 HAUS6 HDAC2 HECTD1 HELLS HIPK2 HLTF HMGB1 HMMR HPGD HSP90AA1 HSP90B1 HSPA4L HSPB2 HSPH1 HTATSF1 IARS1 ICE2 IDI1 IFI16 IFIH1 IFT74 IGF1 IGFBP4 IPO5 IQGAP2 ITFG1 ITGA6 ITGAV ITGB1 ITGB3BP ITM2A ITPR1 ITPR2 ITSN2 IWS1 JAG1 JAKMIP2 KCNJ5 KIAA0319 KIDINS220 KIF11 KIF14 KIF15 KIF16B KIF18A KIF20B KIF23 KIF3A KIF5B KIT KNL1 KNTC1 KRIT1 KRR1 KTN1 L1TD1 LACTB2 LARP7 LAYN LGALS8 LIG4 LIMA1 LINC00467 LINC01949 LLPH LRRC4 LRRC40 LUC7L3 LUM LYPLAL1 MAP3K2 MAPK6 MATN2 MBD4 METAP2 MFAP1 MGAT4A MGLL MICU2 MID1 MIS18BP1 MITF MKI67 MLANA MMD MNAT1 MNS1 MOSPD2 MOXD1 MPHOSPH10 MPHOSPH8 MRPS31 MSH2 MSH3 MTDH MTERF3 MTR MTREX MTUS1 MYBL1 MYCBP2 MYEF2 MYH10 MYO10 MYO5A MYO6 MYO9A N4BP2L2 NAA15 NAP1L1 NAP1L3 NARS1 NBN NCL NDC80 NDUFS4 NEK1 NEMF NFIB NID1 NIN NIPBL NKAP NKTR NMD3 NMI NOC3L NOX4 NPDC1 NPIPB3 NPM1 NRGN NRIP1 NSRP1 NT5C NUCB2 NUDT12 NUF2 NUSAP1 OBI1 OLFM1 OMA1 OPA1 OPTN ORAI3 ORC3 OSBPL10 OSBPL1A OSBPL8 OSTM1 PAIP1 PALLD PAPSS2 PARPBP PBK PBRM1 PCCA PCM1 PCSK5 PDCD10 PDGFRL PDS5B PENK PHAX PHF20L1 PHF3 PHGDH PI4K2B PIBF1 PIEZO2 PIK3CA PIR PJA2 PKIB PLS3 PLXNC1 PNISR PNN PODXL POLK POLQ PPARGC1A PPFIA1 PPIG PPIL4 PPIP5K2 PPP2R3A PPP4R2 PPWD1 PROS1 PRPF38B PRPF39 PRPF4 PSMA4 PSMD12 PTEN PTPN13 PUM3 PUS7L PYROXD1 QSER1 RAB27A RABEP1 RABGAP1L RAD17 RAD18 RAD21 RAD50 RAD51AP1 RAD54B RAI14 RALA RALBP1 RAMP1 RAPGEF6 RB1CC1 RBBP8 RBM17 RBM26 RBM27 RCN2 RDX RECQL RESF1 RETREG1 REV3L RFC1 RIF1 RINT1 RIOK2 RLF RMI1 RNF13 RNF145 RNF20 RNMT RORA RPAP3 RPGR RPS6KC1 RRM2B RSF1 RSRC2 RUBCNL RWDD1 SACM1L SACS SCAF11 SCML1 SCOC SCP2 SDAD1 SEC62 SEC63 SEMA3C SERPINF1 SETX SFTPC SH3BGRL SHTN1 SKAP2 SKIC3 SLC16A7 SLC24A3 SLC27A3 SLC30A5 SLC35G2 SLC38A2 SLC39A6 SLC45A2 SLC4A1AP SLF1 SLK SLMAP SLU7 SMARCA2 SMARCAD1 SMC2 SMC3 SMC4 SMC6 SMCHD1 SMPDL3A SMS SNAP25 SNAPC1 SNX10 SNX13 SNX16 SNX2 SOCS3 SON SORL1 SPDL1 SPECC1 SPESP1 SPG11 SPINK1 SPP1 SREK1 SRSF11 SSB SSPN ST3GAL1 ST6GALNAC1 STAG2 STAT1 STOX2 STRBP STX7 STXBP3 SUCO SULF2 SULT1C2 SUZ12 SYNE2 TAF1B TAF9 TAOK3 TASOR TASOR2 TATDN1 TAX1BP1 TBC1D9 TBCA TBK1 TCAF1 TCEA1 TCEAL2 TCEAL3 TCEAL4 TCEAL9 TCF4 TCIRG1 TDRD3 TDRD7 TENT5A THAP1 THBD THUMPD3 TM7SF3 TMEM167A TMF1 TMSB15A TNFRSF6B TNPO1 TOP2B TPD52 TRAPPC13 TRAPPC8 TRIM2 TRIM24 TRIM33 TRIM63 TRIP11 TRMT10C TRPM1 TTC1 TTK TTLL7 TUT4 TUT7 UBE3A UCHL5 UFL1 UPF3A USP1 USP12 USP25 USP47 USP48 USP8 USP9X VLDLR VPS13C VPS26A VPS41 VRK1 WASHC5 WBP4 WDHD1 WDR11 WRN WWP1 XPO1 XRCC4 YEATS4 ZBTB11 ZBTB38 ZC3H8 ZCCHC2 ZCCHC9 ZCRB1 ZDHHC11 ZHX1 ZMYM1 ZNF107 ZNF117 ZNF12 ZNF137P ZNF138 ZNF146 ZNF148 ZNF195 ZNF22 ZNF257 ZNF268 ZNF271P ZNF302 ZNF354B ZNF397 ZNF407 ZNF43 ZNF430 ZNF443 ZNF486 ZNF611 ZNF638 ZNF644 ZNF654 ZNF700 ZNF83 ZNF85 ZXDA ZZZ3 HANN_RESISTANCE_TO_BCL2_INHIBITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HANN_RESISTANCE_TO_BCL2_INHIBITOR_DN ASS1 ASTN2 ATF5 BAMBI CALML3 CEBPD CEL COMTD1 DLK1 ENO3 FOXA2 FRAS1 FZD9 GALK1 GRP GSTO1 GUSBP2 HSPA1A HSPB1 IGFBP5 IGSF21 KLK12 LITAF LRATD2 MGMT MSX1 NCK2 NELL1 NIBAN1 OTP PAM PCK2 POMC POU4F1 POU4F2 PPIC PRSS1 PRSS2 PRSS3 RASAL1 RHPN2 SDC4 SH3GL2 SNTB1 SYNGR4 TESC TMT1A TRIB3 HANN_RESISTANCE_TO_BCL2_INHIBITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HANN_RESISTANCE_TO_BCL2_INHIBITOR_UP ATP8B2 BRSK2 CD81 DCX EEF1A2 ELAVL3 FAM171A1 FLNC FSCN1 GNG2 GPX2 HBA1 HOXB9 IGSF9 ITM2C KCNK16 KCNT1 MCUB MT1F MT1G MXRA5 NPTX2 NSG1 OLFM1 PCSK1N PNMA2 PPP2R2C RTN1 SCD SPRR2F SST STMN2 TAGLN2 TNFRSF8 VCX ZNF91 HANSON_HRAS_SIGNALING_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HANSON_HRAS_SIGNALING_VIA_NFKB ADRA2A ADRA2C ALDH1A3 C11orf96 CGREF1 CLCF1 COL18A1 CRISP3 KLF3 LGALS7 NPPB OAS1 OR4E1 PIP5K1A PKP1 PVR RNF19B SELPLG SERPINB2 SH3RF1 SOX5 STK10 TMOD2 TSLP HAN_JNK_SINGALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAN_JNK_SINGALING_DN ABCA1 AHR ANXA8L1 C3 CCL15 CD14 CD74 CD9 COL6A1 COL6A2 CP CYP2F1 ENPP2 ERO1A FAS GDF10 GHR HAS2 HSD11B1 IFITM1 IGFBP4 ISYNA1 LBP LCN2 LIFR MAP4K3 OGN PFKP PLTP RBP1 RGS2 SAA3P SEMA3C SLC10A6 SLC29A1 SOCS3 SOD3 SPIB TAF1D WNT6 HAN_JNK_SINGALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAN_JNK_SINGALING_UP ANGPTL2 CCL5 CCN1 CCND2 CD276 CTNND2 CXCL10 DPT DUSP1 DUSP16 EFNB2 FAM3C FOXP1 GBP4 IFI27L2 IFIT1B IFIT3 IL1RL1 IMPACT IRF9 IRGM ISG15 JUN LOX MAN2A1 PLEKHO1 RUNX1 SGK1 SHOX2 SOX4 TGFBI TNC TNK2 USP18 ZEB1 HAN_SATB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAN_SATB1_TARGETS_DN ABCD1 ABL1 ACSF2 ADAM15 ADAMTS1 ADGRE1 ADGRF1 ADGRG1 ADGRG6 ADPRM AGPAT4 AGR2 AK4 AKAP1 AKR1C3 ALDH3A2 ALDH6A1 AMFR ANAPC5 ANKLE2 ANKRD6 AP1G1 APOLD1 AQP3 AREG ARRB1 ASTN1 ATMIN ATP8A1 BCKDHB BDNF BHLHE40 BST2 C1QL1 C1orf174 C4orf19 C8orf33 CA12 CALB2 CAPN6 CASP1 CCDC25 CCDC69 CCL2 CCL26 CCN2 CCNE1 CCNG2 CD96 CDC42EP3 CDC5L CDH11 CDH2 CDK11A CDS1 CEBPD CFB CHML CHST11 CILK1 CLDN4 CLDN7 CLU COIL COL6A2 COQ5 CPT1C CRABP2 CRADD CSTA CTSB CUL7 CUX1 CXCL1 CYFIP2 CYP1B1 CYP2R1 DDX19A DDX41 DENND3 DNAJB4 DNAJC12 DST DUSP1 DVL1 DYNLT2B DYSF ECH1 ECPAS EEF1E1 EFEMP1 EFHD1 EGFR EML2 EMP1 ENPP1 EP400 EPB41 ERBB2 ERBB3 F11R FAM174B FAM20C FANCI FAXC FBXO2 FGF13 FGF5 FHL1 FHOD1 FICD FIRRM FN1 FOXG1 FUCA1 FUT8 G0S2 GAA GAD1 GATA6 GBP2 GCN1 GEMIN2 GEMIN4 GMFG GNB1 GRWD1 GSAP GSN GUCY1B1 H1-10 H1-4 H3-3B HADH HBE1 HBG2 HCFC1R1 HDAC5 HHLA2 HMGA1 HMGA2 HMGN5 HNRNPUL1 HSD17B8 HTR2C HTRA3 ID4 IFIT2 IFIT3 IGF2R IGFBP4 IGFBP7 IL11 IL1B IL32 IL6 IL7R INHBA INHBE INSL4 ITGA10 ITGA3 ITGA6 ITGB4 ITM2A JUP KAT6A KAT7 KCNN4 KHDRBS3 KLF3 KLF7 KLHL20 KLRC2 KLRC3 KRCC1 KRT81 L3MBTL1 LAGE3 LAMB3 LAMC2 LARP4B LARP6 LDB2 LEF1 LGMN LIF LIMCH1 LINC01963 LIPA LMCD1 LMNA LNX1 LOX LRRC23 LRRC47 LRRC8B LSM2 LSS LZTFL1 MALL MAST4 MATN2 MCMBP MDC1 METTL13 METTL25B MFHAS1 MKRN1 MMP10 MMP3 MPP1 MPP4 MPZL2 MTUS1 MXRA8 MYO10 MYO18A MYO6 NADK NCOR1 NDUFAF4 NEDD9 NES NET1 NKX2-5 NOP16 NPAS2 NPC1 NPY1R NR2F2 NR3C2 NRG1 NRP1 NSUN7 NUDCD3 OAS1 OGFOD3 OSMR PAAF1 PAEP PANK4 PAPOLA PAQR8 PC PCCA PCM1 PDE10A PDE4B PDK2 PDSS2 PELI2 PHIP PI3 PIGC PIR PKIA PLAAT1 PLAT PLAU PLD3 PLLP PMEPA1 PNPO POLR1C POLR2C PPME1 PRKCA PRR16 PRR29 PRSS1 PRSS2 PRUNE1 PSMB9 PSMC3IP PSME3IP1 PTK6 PTK7 PTN PXDC1 PXN QPCT QSER1 RABEP1 RABIF RAD51C RADX RARG RBBP4 RBL2 RCAN2 RFC5 RGCC RGS4 RUNX2 S100A2 S100A4 S100P SAT1 SATB1 SBNO1 SCG5 SDF4 SDHAF1 SEC14L2 SECTM1 SELENBP1 SELENOP SENP3 SENP6 SERPINE1 SH3TC2 SHANK2 SHROOM2 SLC16A1 SLC16A5 SLC22A18 SLC33A1 SLC38A10 SLCO1B3 SMAD6 SMARCA1 SMIM14 SNAI1 SOCS2 SOX4 SPAG4 SPDEF SPINT2 SPTLC3 SQLE SSBP2 ST3GAL6 STX2 STXBP6 SULT1C2 SYNJ2 SYT1 TACO1 TCF4 TCF7L2 TCIM TENT5A TERF2IP TFF1 TFPI2 TGFB1 TGFB2 TGFBI THAP11 THSD4 TIGAR TMEM101 TMEM132A TMEM158 TMEM8B TMT1A TNC TNFSF15 TNK1 TNS1 TOX2 TPK1 TRERF1 TRPV2 TSC22D1 TSPAN13 TSR1 TUBG2 UIMC1 UTP25 VAMP4 VPS37B VPS4A VSNL1 VWA8 WDHD1 WIPF1 WNT7A XPO7 ZBTB33 ZCCHC8 ZG16B ZMYND12 ZNF226 ZNF23 ZNF26 ZNF395 HAN_SATB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HAN_SATB1_TARGETS_UP ACAA1 ACAT2 ACO2 ADARB1 ADGRE1 ADGRG6 ADM ADSL AHI1 AIFM2 AK4 ALDOC ALG12 ALG13 ANKRD1 ANOS1 ANTXR1 AP1M2 APOC1 APOL2 APOL3 ARFGAP3 ARL8B ARMC8 ARNT2 ARSA ASL ASPH ATG7 ATM ATP11B ATP13A2 ATP13A3 ATRN ATXN10 AUP1 B3GALNT1 BASP1 BCAP29 BCAS4 BCHE BDNF BHLHE40 BIK BMP3 BNIP3 BRD1 BRMS1 BST2 C10orf88 C4orf19 CA12 CALD1 CAMSAP2 CASP1 CASP4 CASP7 CCL2 CCNG2 CCPG1 CD164 CD24 CD34 CD40 CD82 CDH1 CDH16 CDH19 CDH3 CDH4 CDH6 CDS2 CELSR1 CEMIP CEMIP2 CENATAC CERK CHRDL1 CHST15 CHST3 CITED2 CLDN1 CLDN10 CNOT10 COL4A5 COL6A2 CPD CRELD2 CRY1 CRYBB2 CSF2RA CSPG5 CSTA CTNNB1 CTSZ CXADR CXCL1 CXCL8 CYB5R3 CYP26B1 CYP51A1P2 DCTN5 DDAH1 DDIT4 DDX10 DENND10 DENND1A DENND4A DENND5B DESI1 DHCR24 DIO1 DNAJB12 DNAJB4 DNAJB6 DNAJB9 DNAJC6 DUSP1 ECHDC1 EDRF1 EEF1A2 EFEMP1 EIF2AK3 ENG ENO2 EPAS1 EPB41L1 EPB41L3 EPM2AIP1 EVI2B F2RL2 F3 FADS3 FAM149B1 FBXO10 FHL1 FICD FKBP1A FLT1 FNDC3B FST FSTL1 FYN FZD4 G3BP1 GABRA2 GALNT1 GGCX GGT1 GLRX GNAI1 GOLGA2 GPNMB GPR21 GPR35 GRAMD2B GRAP2 GRK5 GSTM3 HDAC4 HLA-DOA HMGCR HMGCS1 HOXB7 HRH1 HTR2C HYAL3 HYI IFIT2 IFIT3 IFNAR1 IGF2R IGFBP5 IL11 IL13RA2 IL18 IL18R1 IL1B IL32 IL6 IL7R INHBA INHBE INSIG2 INSL4 ISG20 ITPR1 JAK3 KAT6B KIAA0930 KISS1 KLF5 KLF7 KRT81 L3MBTL1 LAMA5 LAMB1 LAMB2 LATS1 LDOC1 LGALS8 LIF LIMCH1 LINC00342 LINC01963 LIPA LPAR1 LSS LTBP1 LZTFL1 M6PR MAFF MAGEB2 MAPK11 MAT2A MATN2 MBP MCAM MCMBP MCOLN3 MEGF9 MFN1 MICALL1 MITF MKNK2 MLLT11 MMP1 MMP10 MPZL2 MSMO1 MX1 MX2 MYL9 MYO1D N4BP2L2 NACC2 NAGA NCAPH2 NCOA3 NDRG1 NDUFA6 NDUFV2 NEAT1 NEDD4 NEDD9 NELL2 NEO1 NINJ2 NKTR NME1 NNMT NOL3 NPC1 NR2F2 NUDT13 NUP50 OAS1 OAS3 OGG1 OSMR OSTM1 P4HA1 PACSIN2 PAEP PAPSS2 PCDH9 PDCD4 PDE10A PDE4B PDE4D PDE8A PDGFRL PDHX PDXK PELI2 PHTF1 PI3 PIK3CD PIR PLAC1 PLAT PLOD2 PLPP3 PLXNB2 PMM1 PMP22 PPME1 PPP2R2D PPP6R2 PRKAG2 PRMT6 PRSS1 PRSS2 PSMB7 PTGS2 PTK6 PTPRE PTPRF PUS7 PXDN PYROXD1 QKI QPCT RAB11FIP1 RAB11FIP2 RAB22A RAB8B RABAC1 RABL2B RANGAP1 RARG RASGRF1 RBCK1 RBKS RBM19 RBX1 RC3H2 REEP3 RETREG1 RGPD5 RHOB RIMS2 RND3 RNF41 RPS6KA2 RRP15 RRP7A S100P SAMHD1 SAMM50 SAP30L SBF1 SCO2 SDC2 SEC14L2 SEPTIN6 SERPINB8 SERPINH1 SETX SFN SGPL1 SH3GLB2 SHANK2 SHFL SHOC2 SHTN1 SLC16A1 SLC17A9 SLC1A1 SLC25A17 SLC2A3 SLC2A6 SLC30A1 SLC33A1 SLC7A11 SLCO1B3 SLPI SORL1 SPAG4 SPTBN1 SQLE SRGN ST13 ST3GAL6 STXBP1 STXBP6 SULT1C2 SYNGR1 SYNGR3 TAF1B TAP1 TBL1X TCEA2 TCF20 TCF7L2 TCIM TFAP2C TFF1 TGFB2 TGFBI TIGAR TMEM132A TMEM158 TMEM45A TMEM45B TMSB15B TNFSF15 TNS1 TOB2 TOR1A TOR1B TOX TP53I3 TPCN1 TPCN2 TPM1 TRMT61A TSC1 TSPO TST TTC38 TTPAL TUBA4A TXNRD2 UAP1L1 UCP2 ULBP2 UTP20 VLDLR VPS13C WASF3 WASHC4 WDR77 WDR83OS WNT5A XBP1 YIPF6 ZAP70 ZCCHC24 ZNF202 ZNF35 ZNF430 ZNF600 ZNF804A ZRANB2 HARRIS_BRAIN_CANCER_PROGENITORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARRIS_BRAIN_CANCER_PROGENITORS AOX1 ARHGAP29 ARHGAP6 BFSP2 BGN CAPG CASP4 CAV1 COL6A1 COL6A2 CREBRF CYTL1 DDC DHRS3 ENPP6 ERVFRD-1 FOXA3 FOXC2 GJA1 GPR17 KAZALD1 KCNA4 LARP6 LGALS2 MGP MIA MLIP NINJ2 OPCML PAPSS2 PID1 PLPPR4 S100A4 S100A6 SCG3 SCG5 SHISA2 SRPX2 TEAD1 TMEM212 VWC2 VXN WNT5A HARRIS_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HARRIS_HYPOXIA ADM AK3 ALDOA ANGPT2 APEX1 BHLHE40 BIK BNIP3 BNIP3L CA12 CA9 CCL2 CCNG2 CD99 CDKN1A CDKN1B COL5A1 CP CXCL8 DDIT3 EDN1 EDN2 ENO1 ENPEP EPAS1 EPO F3 FGF3 FLT1 FOS FTL GAPDH HDAC9 HGF HIF1A HK1 HK2 HMOX1 IGF2 IGFBP1 IGFBP2 IGFBP3 IL6 JUN L1CAM LDHA LRP8 MIF MMP13 NFKB1 P4HA1 PDGFB PFKL PFKP PGF PGK1 PKM PLAUR PRPS1 PTGS2 RP1 SAT1 SLC2A1 SLC2A3 SPP1 STC1 TAGLN TEK TF TFF3 TFRC TGFA TGFB1 TGFB3 TGM2 TH TXN VEGFA VIM XRCC5 XRCC6 HASEGAWA_TUMORIGENESIS_BY_RET_C634R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASEGAWA_TUMORIGENESIS_BY_RET_C634R COL11A1 CXCL3 DHX58 IFIT1B IRF7 RET SERINC2 SLC35D3 USP18 HASINA_NOL7_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASINA_NOL7_TARGETS_DN ADGRE5 AIMP1 ANGPT1 CD53 CD55 EGFR EML1 JAG1 MET SDC1 SDC2 TGFBR1 VEGFA HASINA_NOL7_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASINA_NOL7_TARGETS_UP ADM CD59 CD70 CD99 F3 HIF1A NEO1 PLAUR RTN1 SOS2 TFPI TIMP1 TIMP2 HASLINGER_B_CLL_WITH_11Q23_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_11Q23_DELETION AHR ATM BIRC2 CASP1 CNR1 CSPG5 CTSK DDX10 DMXL2 FUT8 GLRA2 GRK3 GSN H2BC8 HS3ST1 LPCAT1 PABPC4 PCSK7 PICALM PPP2R1B SIK3 SLC4A7 UBE4A HASLINGER_B_CLL_WITH_13Q14_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_13Q14_DELETION ALOX5 ARL4A BCL7A CTSA DLEU1 DUSP8 EFNA2 EPB41L2 ID4 ITGB5 JAKMIP1 KLF4 LDLR NT5E PNMA2 RB1 RBMS2 SSBP2 TPM2 TRIM13 TRIM16 TUBB TUBB4A TUBGCP4 HASLINGER_B_CLL_WITH_17P13_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_17P13_DELETION ASMTL EIF4A1 FXR2 GABARAP GEMIN4 GLOD4 GNAI2 GPS2 HNRNPDL MAPRE3 MINK1 PLD2 PRDX4 RRAS2 RYR1 SCP2 SENP3 TBC1D2B TNPO3 TP53 VDAC1 ZZEF1 HASLINGER_B_CLL_WITH_6Q21_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_6Q21_DELETION ARHGAP1 CAPG CEACAM1 EXOSC10 H2AC11 H2AC15 H2AC16 H2AC6 H2BC10 H2BC14 H2BC17 H2BC21 H2BC5 H2BC8 INE2 MAP3K7 MDN1 NUP98 RAP1GDS1 SEC63 SNX3 UFL1 HASLINGER_B_CLL_WITH_CHROMOSOME_12_TRISOMY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_CHROMOSOME_12_TRISOMY ANAPC5 ANKLE2 ARPC3 ATP2B1 DYRK2 GIT2 GLIPR1 HIP1R JCHAIN M6PR MCRS1 MLXIP MTCP1 MYF6 NCKAP1L PMF1 PWP1 RRAGA SNRPF SRSF9 TIMELESS VCL WASHC4 HASLINGER_B_CLL_WITH_MUTATED_VH_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HASLINGER_B_CLL_WITH_MUTATED_VH_GENES COBLL1 DMD IL10RA KLK2 LDOC1 LPCAT1 LPL MAL NRIP1 P2RX1 PCDH9 PCSK7 SLAMF1 SORL1 TCF7 TLE1 WSB2 ZBTB20 HATADA_METHYLATED_IN_LUNG_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HATADA_METHYLATED_IN_LUNG_CANCER_DN BAHCC1 BEST2 CACNG7 CCER1 CFAP65 DLGAP4 ELF3 FAM135B FAM222B FRMD4A HNRNPA3P1 IGFLR1 INSL6 JAK3 KIF2B LAMA3 MAGEB6 MEFV MELK MKRN3 NGEF NLRP10 NLRP11 NLRP8 NTF3 PRAME RBBP8NL RNF175 SCUBE1 SHISA7 SOHLH2 TCL1B TCL6 TRIM29 ZNF556 ZNF572 HATADA_METHYLATED_IN_LUNG_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HATADA_METHYLATED_IN_LUNG_CANCER_UP ABCG4 ACOT12 ACP1 ACTB ADAM30 ADAMTS17 ADAMTSL4 ADGRD2 ADIPOR2 ADIRF ADRA1A AGTR1 AHI1 AJAP1 ALDOC ALX1 AMIGO3 AMT ANGPTL2 ANK2 ANKLE1 ANKS1B AOX1 APCDD1L ARHGAP22 ARHGEF1 ARRDC3 ATP2A2 ATP8A2 BANP BCAS2 BCAT1 BCOR BEGAIN BNC1 BOD1 BRD9 BTG3 C1QTNF1 C3orf62 CA7 CACNA1C CACNA2D2 CADPS CANX CARD9 CAVIN1 CCDC140 CCDC62 CCDC86 CCDC87 CD300A CD81 CD93 CDH13 CFAP410 CIDEB CLEC1A CLMP CLXN CMTM2 CNBP CNIH3 CNN1 CNNM1 CNTNAP5 COG1 COL1A1 COL1A2 COL2A1 COL5A1 COPZ2 CPPED1 CPT1B CSF1 CSMD1 CST6 CSTF2T CXCL12 CYP27A1 CYP2W1 CYYR1 DAB2IP DAZAP1 DIO3OS DIPK2B DLC1 DOK7 DPEP3 DPH7 DRD4 DTNB DUOX1 DYDC2 DYRK1B DYSF ECHDC1 EFCAB6 EIF2D EIF4EBP3 ELAVL2 ENPP2 EPHA5 ESR1 ESX1 ETV7 EXOC6 EXOC7 FAF1 FAM107A FAM83F FBLIM1 FBP1 FBXO39 FECH FERD3L FGF11 FGF4 FRZB FUCA2 GABRA2 GABRQ GAL3ST1 GALNT15 GATA3 GBGT1 GCKR GDI1 GFOD1 GFPT2 GIMAP8 GIPC2 GNA14 GP1BA GRID2 GRIN2A GRK2 GRM7 GTF2A1L HAAO HCN4 HDAC7 HLX HNF1B HOXA13 HOXA7 HOXA9 HOXB4 HOXC12 HOXD12 HOXD13 HOXD3 HPDL HPN HSPB6 HSPB9 HTR5A ID4 IGF2-AS IGFBP4 IL16 INSRR IQCA1 IRF4 ISL1 ISYNA1 ITPKB IZUMO1 JPH1 JPH2 KCNA4 KCNC4 KCNH7 KCNJ3 KDM1A KIF12 KIT KL KRT72 L1TD1 LCK LDLRAD4 LDOC1 LHPP LHX1 LIMD2 LIN28A LRFN5 LRIG1 LRRC34 LRRC3B LRRC61 LRRC71 LSP1 LXN LYL1 MAL MAP4K3 MARVELD1 ME3 MEDAG MEPCE MINDY3 MLH3 MMRN2 MOS MRAP2 MT1E NAGS NCL NECAB1 NEFL NEFM NELL1 NFAM1 NFIX NHLH2 NID2 NKAIN4 NLRC3 NME4 NOS3 OAZ2 OLFM1 OSM OTOF OTOP2 P2RY11 PAM PAPOLB PARP6 PAX1 PAX9 PCDHGA3 PCDHGB2 PCDHGC4 PDE4DIP PDE8B PDLIM1 PENK PHF3 PHKG1 PIK3R5 PKP1 PLCB2 PLEKHF2 PLTP PNMA1 PNMT POLH POU2AF1 POU4F2 PRDM8 PRLHR PROM1 PROP1 PRRC1 PRSS50 PRTN3 PRXL2A PYGO1 RALBP1 RAPGEF4 RAPGEFL1 RARB RARRES2 RASGRP1 RASGRP2 RBBP6 RCSD1 REC8 RETREG1 RGMA RGN RIC3 RINL RNF152 RSPH6A RSPO2 RYR3 SARM1 SCARF2 SEC31B SECTM1 SH3D21 SH3YL1 SLAMF1 SLC17A6 SLC22A3 SLC26A9 SLC27A6 SLC29A2 SLC35C2 SLC46A3 SLC47A1 SLC49A3 SLC4A11 SLC5A7 SLC6A2 SLCO4A1 SLIT2 SLITRK4 SNX33 SNX6 SOWAHA SOX1 SPAG6 SPESP1 SPOCK2 ST6GAL2 ST6GALNAC3 STK32B SUFU SULF2 SVIL SYNGR3 SYT10 TACR1 TACR3 TAGLN TBX20 TBXT TCF21 TEX26 TF TFAP2A TGFB1I1 TGFBI TLL2 TMED2 TMEM101 TMEM150A TMEM179B TMEM204 TMEM74B TMPRSS12 TMPRSS6 TMSB10 TNFRSF10C TPPP3 TRAF5 TRIP6 TRPV4 TSHR TWIST1 TYMP UCN UHRF1 UNKL UPB1 VAMP5 VPREB1 VPS9D1 VWC2 VWCE WT1-AS XPO5 YPEL3 ZBTB47 ZCCHC24 ZDHHC11 ZFP69 ZFP69B ZIM2 ZMYM6 ZNF154 ZNF177 ZNF22 ZNF22-AS1 ZNF428 ZNF454 ZNF513 ZNF534 ZNF626 ZNF671 ZNF785 ZNF875 HEBERT_MATRISOME_TNBC_BONE_BRAIN_LIVER_LUNG_METASTASTASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BONE_BRAIN_LIVER_LUNG_METASTASTASES ADAMTSL1 ANXA1 ANXA2 COL4A1 CTSD DPT FGF2 HSPG2 NID1 NPNT S100A4 SERPINB1 TINAGL1 HEBERT_MATRISOME_TNBC_BONE_BRAIN_LUNG_LIVER_METASTASTASES_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BONE_BRAIN_LUNG_LIVER_METASTASTASES_TUMOR_CELL_DERIVED ANXA1 ANXA2 COL4A1 CTSD HSPG2 S100A4 SERPINB1 HEBERT_MATRISOME_TNBC_BONE_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BONE_METASTASIS COL11A1 COL22A1 COL2A1 COL5A3 CST3 CTSG F9 S100A11 S100A13 S100A6 THBS1 HEBERT_MATRISOME_TNBC_BONE_METASTASIS_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BONE_METASTASIS_TUMOR_CELL_DERIVED COL2A1 COL5A3 F9 S100A11 S100A6 HEBERT_MATRISOME_TNBC_BRAIN_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BRAIN_METASTASIS ACAN ADAM22 AGRN BCAN C1QC CBLN1 CD109 COL23A1 COL4A5 CSPG4 EGFL7 FGF14 FREM1 HCFC1 HMCN1 HPX INTS14 LAMA1 LGALS3 LGI1 SERPINB1 SERPINE2 SERPINH1 THBS4 TNR VWA1 HEBERT_MATRISOME_TNBC_BRAIN_METASTASIS_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_BRAIN_METASTASIS_TUMOR_CELL_DERIVED AGRN CBLN1 CD109 COL4A5 CSPG4 FREM1 HCFC1 HMCN1 INTS14 LGALS3 SERPINB1 SERPINH1 HEBERT_MATRISOME_TNBC_LIVER_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_LIVER_METASTASIS COL14A1 COL6A4P1 COL6A5 ECM1 F2 FGA FGB FGG FN1 IGFBP7 PLG TNC VTN VWF HEBERT_MATRISOME_TNBC_LUNG_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_LUNG_METASTASIS BGN COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL7A1 ELN FBLN5 HSPG2 LAMA1 LAMA3 LAMA5 LAMB2 LAMB3 LAMC1 LAMC2 LUM MFAP4 NID1 SFTPA1 TNXB HEBERT_MATRISOME_TNBC_LUNG_METASTASIS_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEBERT_MATRISOME_TNBC_LUNG_METASTASIS_TUMOR_CELL_DERIVED COL3A1 COL4A4 COL7A1 LAMA1 LAMB2 LAMC1 HECKER_IFNB1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HECKER_IFNB1_TARGETS APOBEC3A APOBEC3B ARG1 C1QA C1QB C1QC C3AR1 CABP5 CCL2 CCL8 CD163 CHI3L1 CLU CMPK2 CMTM2 CMTM5 CXCL10 CXCL8 CYP4F3 DDX60 DHX58 DTX3L EGR1 EGR2 EIF2AK2 EPSTI1 FCER1A FFAR2 G0S2 GBP1 GGTA1 GP9 GZMB HERC5 HERC6 HES4 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM3P7 IRF7 ISG15 ITGA2B JUP KCNJ15 KLRD1 LAMP3 LAP3 LGALS3BP LILRA3 LY6E MGAM MMP25 MMP9 MS4A4A MX1 MX2 MYL9 OAS1 OAS2 OAS3 OASL PARP12 PARP9 PDZK1IP1 PLSCR1 PNPT1 PROS1 RIGI RPS23 RSAD2 RTP4 SAMD9 SAMD9L SCO2 SERPING1 SH3BGRL2 SIGLEC1 SPON2 STAP1 STAT1 TCL1A TMEM140 TNFAIP6 TRBV27 TREML1 TYMP XAF1 ZBP1 HEDENFALK_BREAST_CANCER_BRACX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEDENFALK_BREAST_CANCER_BRACX_DN AFDN ARHGEF7 BANP CASD1 CEPT1 DLEU2 EHD1 EP300 EVI5 FKBP8 FTCD HPS5 METAP2 NAP1L1 OCIAD1 PRPF6 SRSF11 SVIL SYNCRIP UBR5 HEDENFALK_BREAST_CANCER_BRACX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEDENFALK_BREAST_CANCER_BRACX_UP ADNP ATP5F1B CHPF COL6A2 CYP1A1 JUNB KDM6A MCF2 PNOC RPL15 RPL19 RPL31 RPP30 RPS13 RPS4X RPS5 SPRY1 TANK UBA52 HEDVAT_ELF4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEDVAT_ELF4_TARGETS_UP ABCB1 CA2 CREM CXCL2 CXCL8 HDC KIT MT1G NDUFS8 PIK3C3 RCAN1 TAF7 HEIDENBLAD_AMPLICON_12P11_12_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLICON_12P11_12_DN ACSF2 C1orf116 CDK13 FBXL20 GABRP GAR1 INO80 JUNB LGALS4 MTURN NOA1 PANK1 SAR1A SDHAP4 SNHG1 SNHG15 SYNGR2 TEKT4P2 TMEM30B TNFRSF8 TRAPPC2B VILL ZBED4 ZBTB14 ZNF561 HEIDENBLAD_AMPLICON_12P11_12_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLICON_12P11_12_UP ABCC8 ACTR3 ADSL ANXA6 AP1S2 ARHGEF2 ARHGEF26 ARID3A CBR3 CCDC91 CLXN CTSC DNMBP EIF2B2 ERGIC2 ETNK1 GEM IL7R KCNK5 KIF1C METTL9 MGP NTAN1 PKNOX1 POC5 PPP1R7 RASSF8 RPA1 RPGR SAR1A SHISA7 SPA17 TCP11L1 TM7SF3 TMEM242 XCL1 HEIDENBLAD_AMPLICON_8Q24_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLICON_8Q24_DN ADAM8 ATF4 CFHR1 CNKSR3 COMMD6 ETHE1 FLG FZD4 GPC1 GSTK1 HIVEP3 HPS1 IRAK3 KCNN4 LAPTM5 LPP MDK MMRN2 MYL12A MYOF NAB1 NAPG NEK6 NT5C2 NT5DC1 PRICKLE1 PYROXD2 RABEPK RAE1 RBM33 SAP18 SEC63 SLC14A1 SLC9A8 SRSF11 TMEM242 TULP4 VAPA XRCC1 HEIDENBLAD_AMPLICON_8Q24_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLICON_8Q24_UP ABL1 AEN AHSA1 ALAD ALKBH1 BAG5 BCL6B C8orf76 CCSAP CDC25C CRYBB2P1 DNASE1 DYNC1H1 GTF2H2 H2AC17 HLF IFRD2 KIF22 LONP1 MAP4 MAPKAPK3 MED6 MTA3 MYO6 NPLOC4 PDK1 SEC22C SH3BP5 SLC16A1 SLC36A4 SMN2 STPG4 TEX264 TINAG TMEM38B TRAPPC13 TROAP TUBBP5 UBE2R2 UNC13B ZNF621 HEIDENBLAD_AMPLIFIED_IN_BONE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLIFIED_IN_BONE_CANCER CCND2 CDK4 FGF23 FGF6 MDM2 STK38L TSPAN31 HEIDENBLAD_AMPLIFIED_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLIFIED_IN_PANCREATIC_CANCER AKAP9 AKT2 ATAT1 ATF6B BCAT1 BET1 BHLHE41 C2CD5 CAPN12 CBLL1 CCDC91 CCN3 CMAS COMMD5 CYC1 CYRIB DLD DLL3 DSCC1 ECH1 EID2 ERGIC2 ETNK1 FAR2 FBL FGFR1OP2 HBS1L HCG4 ITPR2 KLHL42 LRATD2 MAF1 MAL2 MDFIC MED21 METTL2A MRPS12 PAF1 PAK4 PON2 PPFIBP1 PSMC4 PTK2 RASSF8 REP15 SMURF1 SSPN ST8SIA1 SUPT5H TBC1D31 TLK2 TM7SF3 TMEM65 TMTC1 TRIM26 TSPAN12 ZNF780A HEIDENBLAD_AMPLIFIED_IN_SOFT_TISSUE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HEIDENBLAD_AMPLIFIED_IN_SOFT_TISSUE_CANCER APOA2 CDK4 JUN MDM2 POU1F1 PTPRT SRC TAB2 TOP1 TSPAN31 USF1 VGLL3 YEATS4 HELLEBREKERS_SILENCED_DURING_TUMOR_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLEBREKERS_SILENCED_DURING_TUMOR_ANGIOGENESIS ABI3BP ACSF2 ADA ADM APOE ASAH1 ASS1 BDNF CADM1 CCL11 CDH2 CDKN1A CLIP3 CLU CNN1 COL2A1 COL4A2 COL6A1 CPE CREB3L1 CTSB CUX1 CXCL1 CXCL6 CXCL8 DKK3 DMD EDIL3 F2RL2 FABP4 FAT1 FBN1 FILIP1 FTH1 FUCA1 GABRA1 GADD45A HLA-C ICAM1 IER3 IFI27 IFI6 IGF2R IGFBP3 IGFBP7 IL32 IL6 INHBA ITGA3 ITM2B LRP1 MEFV MX1 NDRG4 NNAT NPC2 NPPB NUAK1 OLFML3 P3H2 PDLIM3 QSOX1 RELB SDC4 SERPINE2 SLCO1A2 SMTN TACSTD2 TAGLN TGFA TGFB2-OT1 TMEM45A TNFAIP3 TSPAN2 UCP2 USF1 VCAN HELLER_HDAC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_HDAC_TARGETS_DN ABCE1 ABHD14A ADCY7 ADCYAP1 ADI1 AIM2 AK1 ANK3 APOBEC3B APOBEC3G ARHGDIB ATF3 ATF4 ATIC AUTS2 AVEN BAG3 BCL2 BCL2L1 BLNK CADM1 CALR CAPN2 CBS CBX4 CCDC69 CCN4 CCND1 CCND2 CCPG1 CCR1 CCR2 CD180 CD28 CD44 CD48 CD52 CDK5R1 CDKN1B CEACAM1 CEBPB CEBPG CELF2 CFLAR CHAC1 CHST15 CLEC2B CLEC7A CLIC2 CLK1 CNIH3 CNTN6 CRELD2 CRLF2 CTBP2 CTH CTPS1 CTSC CTSH CUL1 CYTIP DCC DCPS DDIT3 DDX17 DEPTOR DESI2 DFFB DNAJB1 DNAJB4 DNAJB9 DNAJC15 DNAJC2 DOCK10 DUSP6 ECPAS EHD3 EIF4G2 EIF5 EIF5A ELAC2 ELF1 ELOVL6 EMC1 EMP3 ERAP1 ERO1B EYA2 FABP5 FAIM FAM149A FAS FERMT1 FGFR3 FKBP4 FLI1 FMNL1 GADD45A GALNT14 GAS2 GBA1 GJA1 GPM6B GSTO1 GTF3A GTSE1 GUCY1A1 HBB HBD HBG1 HDGF HERPUD1 HGF HLA-DRA HMOX1 HNRNPAB HOMER3 HSP90B1 HSPA1A HSPA1B HSPA5 HSPA6 HSPA9 HSPD1 HSPE1 HSPH1 IGKC IL21R IL2RG IL6R INHBE INPP5D IQGAP2 IRAG2 IRAK1 ISG20 ITGB5 ITGB7 KANK1 KCNK1 KCNN3 KCNT2 KIAA1549L KLHL21 LAPTM5 LARP1 LIMD2 LRP8 LRRC41 LRRC61 LSAMP LY9 LY96 MAF MAFF MAGEH1 MAGOHB MAP4K1 MAPK13 MBP MED17 MFNG MGAT3 MRPL3 MRTO4 MYB MYBL2 MYC MYCL MYCN MYL2 MYOM2 NFE2L1 NFIC NMRK2 NMU NOL12 NOP14 NOP16 NOP56 NSD2 NSMAF NUDT1 NUP210 OGT OLAH OLR1 OSBPL1A P2RX5 PAK1IP1 PATZ1 PBX1 PDE4D PDIA3 PDIA4 PDZK1 PFKP PHACTR2 PHF11 PITPNC1 PKD1 PLA2G4B PLK1 PMAIP1 PNO1 POU2AF1 PPFIBP1 PPIF PPP1R15A PPP1R16B PPRC1 PRTN3 PSAT1 PSMB10 PSPH PTPRC PUS1 QPCT RAN RASGRP3 RHOH RIPOR2 RORA RPS19 RRP15 RRS1 RUBCNL S100A11 SDC1 SEC24D SELPLG SERP1 SERPINH1 SET SETBP1 SFPQ SH2D1A SHMT2 SIK1 SLA SLC16A6 SLC19A1 SLC1A4 SLC33A1 SLC38A1 SLC3A2 SLC47A1 SLC6A15 SLC7A11 SLC7A5 SMYD5 SNTB1 SORD SOX11 SRSF7 SSX4 ST3GAL6 ST6GAL1 ST7 STAG2 SULF1 SUMO3 TAPBPL TCF4 TIMM44 TLK1 TMED1 TMEM255A TMPRSS15 TMPRSS3 TNFRSF10D TNFRSF17 TNS3 TPP1 TRAF3IP3 TRBV21-1 TRIB3 TSHR TTC39A TYMS UBE2E1 UBE2J1 UCK2 VARS1 WIPF1 WNT5B XBP1 ZBTB38 ZEB2 ZHX2 ZMIZ1 ZMYND8 ZNF532 HELLER_HDAC_TARGETS_SILENCED_BY_METHYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_HDAC_TARGETS_SILENCED_BY_METHYLATION_DN ADCYAP1 ALDH3B1 ALG8 ANK3 ANP32B ATF3 ATF4 ATF5 AUTS2 AVEN BAG3 BCL2 BCL2L1 BCL3 BHLHE40 BLNK BTN3A2 CADM1 CAPN2 CASP1 CBR3 CBS CCDC69 CCN4 CCND1 CCND2 CCPG1 CCR1 CCR2 CD180 CD28 CD48 CD58 CD79B CDK14 CDKN1B CDKN2A CDKN2C CEACAM1 CEBPB CEBPG CELF2 CERS2 CFLAR CHAC1 CHST15 CILK1 CLEC2B CLEC7A CLIC2 CLK1 COPZ2 CYC1 CYTIP DCPS DDIT3 DDIT4 DEPTOR DESI2 DNAJB1 DNAJB12 DNAJB4 DNAJB9 DNAJC15 DOCK10 DST DUSP6 E2F2 ECPAS EHD3 EIF5 ELF1 EPCAM EYA2 FAIM FAM149A FARP1 FAS FERMT1 FGFR3 FKBP11 FLI1 FMNL1 FNDC3A FXYD5 GADD45A GALNT14 GAS2 GDF15 GGT1 GJA1 GSDMB GSTO1 GUCY1A1 HBB HBD HBG1 HDGF HERC4 HERPUD1 HGF HMOX1 HNRNPUL1 HOMER3 HSP90B1 HSPA1A HSPA1B HSPA6 HSPA9 HSPB1 HSPD1 HSPE1 HSPH1 IFI16 IFNAR2 IFRD1 IGF2BP3 IGKC IL21R IL27RA IL6R ILF3 INHBE IQGAP2 IRAG2 IRAK1 IRF4 IRF8 ISG20 ITGA4 ITGB5 ITGB7 JCHAIN JMJD1C KCNK1 KCNN3 KIAA1549L KIZ KLHL21 LAPTM5 LIMD2 LINC00869 LOC100505915 LONP1 LRP2BP LRP8 LRRC41 LSAMP LY9 LY96 MAF MAFF MAFG MAGEH1 MAP4K1 MAPK13 MARCHF6 MBNL1 MFNG MRPS15 MYB MYBL2 MYC MYCL MYCN MYOM2 MZF1 NFE2L1 NFIC NIBAN1 NOL12 NR3C1 NSD2 NSMAF NUAK1 NUP210 OAS1 OAS2 OGT OLR1 P2RX5 PDE3B PDE4D PDIA6 PDK1 PFAS PHACTR2 PHF11 PIM2 PITPNC1 PITX1 PKD1 PLCL2 PMF1 PMM2 POLR3E POU2AF1 PPP1R15A PPP1R16B PPRC1 PRSS3P2 PRTN3 PSAT1 PSMB10 PTPRC PXDN QPCT RAB15 RASGRP3 RBM3 RHOBTB1 RPL10 S100A11 SCD SDC1 SEC24D SELPLG SERPINH1 SETBP1 SH2D1A SHMT2 SLA SLC1A4 SLC25A15 SLC25A51 SLC38A1 SLC3A2 SLC47A1 SLC7A11 SLC7A5 SMYD5 SNHG32 SNTB1 SOHLH2 SPCS2 SRM SRSF7 SRSF8 ST14 ST3GAL6 ST6GAL1 ST7 STAG2 STAT6 SUCLG2 SULF1 SUMO3 SYNE3 TAPBPL TCF4 THUMPD2 TIMM44 TLK1 TMPRSS15 TNFRSF10D TNFRSF14 TNFRSF17 TNS3 TPP1 TRAF3IP3 TRIB1 TRIB3 TSHR TXNDC15 TXNDC5 TYMS UBE2E1 UBE2J1 UCK2 USF2 VEGFA WIPF1 WNT5B XBP1 ZBTB38 ZEB2 ZHX2 ZMIZ1 ZMYND8 ZNF280D ZNF532 ZNF804A HELLER_HDAC_TARGETS_SILENCED_BY_METHYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_HDAC_TARGETS_SILENCED_BY_METHYLATION_UP AAMDC AASS ABAT ABCB1 ABHD5 ABTB2 ACADSB ACOT7 ACSBG1 ACSL3 ADARB1 ADCY9 AGRN AHNAK2 AHR AKAP12 AKAP13 AKR1C3 ALCAM ALDH1A3 ALDH2 ALDH4A1 ALDOC ALPG ALPP ANKRD6 AP5Z1 APLP1 APLP2 APOE AREG ARG2 ARL6IP1 ARMC9 ARMCX2 ASMTL ATF7IP2 ATG12 ATG2A ATP13A2 ATP1B1 ATP6AP2 ATP6V0D1 ATP6V1D BAIAP2 BAIAP3 BCL6 BEX3 BEX4 BIK BIN1 BIRC3 BLTP1 BMP2K BRCA2 BTG1 C1S C3 CACNA1G CALM1 CAMTA1 CCK CCNA1 CCNF CD24 CD9 CDC14B CDH1 CDH19 CDK18 CDKL3 CDKN1A CDKN1C CDR2L CEL CEP131 CEP15 CEP55 CFH CGA CGB3 CGREF1 CLIP2 CNTNAP2 COL14A1 COL6A2 COTL1 CRIP2 CRISPLD2 CSPG5 CSRP2 CSTA CTH CTSV CXCL11 CYP1A1 CYP1B1 CYP26B1 CYRIA DAZL DBN1 DDAH2 DDX4 DDX43 DENND5A DHRS2 DLGAP5 DLX2 DMRT1 DNAH3 DNM3 DOP1A DPEP3 DSE DUSP1 DUSP2 DYRK3 DZANK1 DZIP1 DZIP3 EFHC1 EFNB2 EGR1 EGR2 EGR4 EHHADH EIF4EBP2 ELOA-AS1 ENAH ENPP2 EPAS1 EPHA3 ERO1B FBN1 FBP2 FDXR FER FGD6 FGFR1 FGFR3 FGFR4 FHL1 FKBP1B FLNA FLNB FN1 FOS FOXG1 FSCN1 FTCD FTL FUCA1 FZD5 G6PD GAGE1 GAGE2A GAL GATA3 GLCE GLDC GLUL GM2A GMPR GNS GPM6A GPSM2 GRN GSN H1-0 H1-2 H1-6 H2AB3 H2AC11 H2AC13 H2AC17 H2AC18 H2AC25 H2AC6 H2AC8 H2BC10 H2BC21 H2BC3 H2BC4 H2BC8 H3-4 H3C10 H3C12 H3C2 H3C4 H3C8 H4C12 H4C14 H4C2 H4C8 HABP4 HBA1 HBA2 HES1 HK1 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DRB1 HLA-DRB4 HOXA1 HPGD HPSE HSD17B1 HSD17B11 HSPA1A HSPA2 ID1 ID2 IER3 IFI27 IFI6 IFIT1 IGFBP3 IL13RA1 IL15 ING1 ITGA6 ITGA7 ITGBL1 ITSN1 IZUMO4 JAG1 JAG2 JPT1 JUP KATNB1 KCNN2 KCTD12 KDM5B KHK KIAA0513 KIF4A KIF5C KIZ KLF2 KLHL24 KRT18 L1CAM LAMP3 LGSN LHX2 LIFR LONP2 LPCAT3 MAFB MAGEA11 MAGEA3 MAGEA4 MAGEA6 MAGEA9 MAGEB2 MAGEC1 MAP9 MAPK8IP1 MAPRE3 MAPT MARCKSL1 MEF2C MET MFSD12 MGST3 MICAL2 MICALL2 MIR22HG MLF1 MSH5 MSX1 MT1E MT1H MT1X MT2A MYBL1 MYCN MYO9B MYOF NAB2 NABP1 NAP1L3 NAT1 NCAM1 NCAN NEDD9 NEFL NEU1 NFYA NIPAL3 NPTX2 NR1H4 NR4A1 NR4A2 NRGN NRXN1 NTS NUDT11 NUP62CL NUP93 NXN OAT ODC1 OGDHL ORC5 PAEP PCDH9 PCLO PDGFRL PDLIM5 PEG10 PFKFB3 PFN2 PGBD5 PGF PHLDA2 PIGV PIK3CD PLEC PLK2 PLPPR2 PLS1 PLXNB3 PMEL POLR2L POR PPARD PPL PPM1E PPP2R3B PRKAR2B PRKCB PRPH PRSS2 PSAP PTGER4 PTK2 PYY RAB13 RADX RAI2 RASGRP2 RBFOX2 RCN3 RHCE RHOB RNF128 RNFT2 RPS20 RPS6KA2 RRAD RRAS RRBP1 RTN2 RUNDC3B S100A4 SAT1 SCP2 SDC4 SELENOP SEPTIN4 SERPINB5 SERPINE2 SERPINF1 SERPINI1 SFXN3 SGK3 SH3BGR SH3GL3 SLC12A8 SLC16A3 SLC16A4 SLC17A7 SLC25A31 SLC25A44 SLC4A8 SLC6A8 SLC9A1 SMARCD3 SMPD3 SNAI1 SNAP23 SNAP25 SORBS1 SORT1 SOX4 SPAG6 SPAG9 SPIB SPINK2 SPP1 SPTLC2 SQSTM1 SSX1 SSX2 SSX3 STAT1 STAT3 SWAP70 SYN1 SYT1 SYT11 TAC1 TADA3 TAOK3 TCEAL9 TDRD12 TENM1 TFAP2C TFEC TFPI TFPI2 TFRC TIMP1 TIMP3 TKTL1 TLE4 TLN2 TMEM127 TMEM143 TMEM47 TMOD1 TMSB15A TOP2A TOX3 TPM1 TRIP6 TROAP TSPAN12 TSPAN13 TST TTLL1 TUBA1A TUBB2A TUBB2B TUBB3 TUBB4A TUBB6 TUBG1 TUFT1 TULP3 TXNIP TXNRD3 UBD UBE2S ULBP2 UNC119 UQCRFS1 VCX WASF1 WDR7 ZBTB18 ZBTB43 ZCCHC14 ZER1 ZMAT3 ZNF10 ZNF556 ZNF557 ZSWIM8 HELLER_HDAC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_HDAC_TARGETS_UP AASS ABAT ABHD17A ACACA ACSBG1 ACSL3 ADAM15 ADARB1 ADCY9 AGRN AKAP12 AKR1C3 ALDH4A1 ALDOC ANKRD13C-DT ANKRD6 ANKZF1 APLP1 APLP2 ARG2 ARMC9 ASMTL ATG4B ATP13A2 ATP6V0D1 BAIAP3 BBLN BCL6 BEX4 BIRC3 BIRC5 BLTP1 BLVRB BMP2K BRWD1 CACNA1G CADM4 CALCOCO1 CAMTA1 CCHCR1 CCNF CD9 CDC20 CDC34 CDC37 CDK10 CDKL3 CDKN1A CDKN1C CDKN2D CDR2L CENPE CENPF CEP131 CFH CGREF1 CHCHD7 CLPTM1 CLTC COTL1 CPD CRIP2 CRK CSRP2 CTTN CXCL10 CYP1A1 CYP46A1 CYRIA DAPK3 DBN1 DDAH2 DENND5A DHRS2 DLGAP5 DLX2 DNAAF11 DNM2 DNM3 DOCK6 DOCK9 DPM3 EFHC1 EHBP1L1 ENAH ENPP2 EPAS1 FAM20C FDXR FER FGFR4 FHL1 FN1 FSCN1 FTCD FTL G6PD GAGE2A GATA4 GLCE GLYR1 GM2A GMPR GNS GPAA1 GPM6A GPSM2 GRN GSDMB GSN GSTM4 H1-0 H1-10 H2AC11 H2AC13 H2AC14 H2AC17 H2AC18 H2AC25 H2AC6 H2AC8 H2AJ H2AZ2 H2BC21 H2BC8 H3-3B H3C10 H3C12 H3C2 H3C4 H4C12 H4C8 H4C9 HBA1 HBA2 HCFC1R1 HDAC3 HERC1 HES1 HLA-DPA1 HLA-DPB1 HLA-DRB1 HLA-DRB4 HMG20B HPSE HSPA2 ID2 IDI1 IFI6 IFIT1 IFT122 IFT140 IL13RA1 ING1 ISG15 ITGA6 ITGA7 JAG2 JUNB JUP KATNB1 KDM5B KHK KIF4A KLF2 KLHL24 L1CAM LAMP3 LIMA1 LLGL2 LONP2 LPCAT3 LRRC23 LZTS3 MACROH2A1 MAN1B1 MAOA MAPK8IP1 MAPKAPK2 MARCKSL1 MARK2 MBTD1 MEF2C MFSD12 MGST3 MICALL2 MLF1 MSH5 MSX1 MT1E MT1F MT1H MT1X MT2A MXRA7 MYO9B MYRF NAALAD2 NCAM1 NCAPD2 NCOA2 NCOA3 NEAT1 NEDD9 NEFL NEU1 NR4A2 NRGN NRTN NUDT11 PAGR1 PCSK1N PDE4DIP PDGFRL PDLIM7 PEG10 PFN2 PIGV PIK3CD PLD3 PLEC PLK2 PLPPR2 PLXNA3 PMEL POR PPARD PPL PPM1E PPP2R3B PRDX2 PRKAR2B PRKCB PRPH PTENP1 PTGER4 PTTG1IP RAB4B RABL2B RAD9A RADX RALGPS1 RCN3 RNASE4 RNF128 RPL29P12 RRAS RTN2 RUNDC3B S100A4 SAT1 SBF1 SCML1 SDC4 SEC23IP SELENOP SEPTIN4 SERPINI1 SEZ6L2 SFI1 SFXN3 SGK3 SH3GL3 SHTN1 SLC16A3 SLC17A7 SLC25A28 SLC4A8 SLC6A8 SLC9A1 SMARCD3 SNRNP70 SNTA1 SORBS1 SOX4 SPAG6 SPAG9 SPINK2 STARD3 STAT1 SYT11 TAOK3 TCAF1 TIMP3 TK1 TMEFF1 TMEM259 TMEM47 TMSB15A TOP2A TOP3B TRIP6 TSPAN12 TSPAN13 TSPAN4 TST TTLL1 TUBA1A TUBB2A TUBB2B TUFT1 TXNIP TYK2 UBD UQCRFS1 VCL VRK3 WASF1 WDR19 ZBBX ZBTB20 ZBTB43 ZCCHC24 ZER1 ZNF556 ZSWIM8 ZZEF1 HELLER_SILENCED_BY_METHYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_SILENCED_BY_METHYLATION_DN AAK1 ADCYAP1 ADGRA3 ADRB2 AMY1A ASNS ATF3 ATF4 BAG3 CA2 CATSPER2 CBS CCPG1 CDS1 CEACAM1 CEBPB CHAC1 CLGN CLK1 CRBN CRELD2 CTH DDAH1 DDIT3 DDIT4 DNAJB1 DNAJB4 DNAJB9 DNAJC15 E2F2 EIF4EBP1 ENPP2 EPB41L2 F2RL1 FAM149A GDF15 GOT1 HBB HBG1 HGF HMOX1 HSP90B1 HSPA13 HSPA1A HSPA1B HSPA6 HSPH1 IDH1 IFRD1 INHBE JCHAIN LAPTM5 LRP2BP LSAMP MAF MAFF MAP1B MARS1 MIA2 MMP16 MYC MZF1 NEAT1 NIBAN1 OLR1 OSGIN1 P2RX5 PGM3 PHGDH PKD1 PLEKHA8P1 PLG PLTP PPARGC1A PPFIBP1 PPP1R15A PSAT1 PTPRC RCAN2 RFPL2 RGS16 RPS19 RPS6KA2 RRM2 SEC24D SERPINH1 SHMT2 SLC1A4 SLC3A2 SLC47A1 SLC5A3 SLC6A15 SLC7A11 SLCO4C1 STK39 SYT11 THBS1 TIMM44 TNFRSF17 TOX3 TPP1 TRIB3 TSHR TXNDC5 UFM1 USH2A WARS1 HELLER_SILENCED_BY_METHYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HELLER_SILENCED_BY_METHYLATION_UP ABAT ADAM19 ADAMDEC1 AGRN AIRE AKAP12 ALCAM ALDH2 APOBEC3F APOBEC3G APOC1 APOE ARL4C ARNT2 ARRB1 ATF7IP2 ATP13A2 AURKA BCL6 BIRC3 BLK BMP2K BTN2A2 BUB1 C5AR1 CACNG3 CAPG CAPN3 CCL19 CCNB1 CCNF CCNG2 CCR7 CD1E CD200 CD86 CDC20 CDC42EP4 CDH1 CDH11 CDKN1A CEL CELSR1 CENPF CEP15 CEP55 CFB CFP CHI3L1 CHRNA1 CIITA CLDN3 CLEC7A CLIP2 CLU CNTNAP2 COL9A2 CRYBB1 CSAG2 CSF2RB CST7 CSTA CTSH CTSS CUL7 CX3CR1 CXCL10 CXCL13 CYP1B1 CYP3A5 CYRIA DAPP1 DAZL DDAH2 DDX43 DDX60 DENND5A DHX8 DNMT3L DOCK10 DOK4 DPEP3 EBI3 ENPP2 EPHX2 FBN1 FKBP5 FOXM1 FSCN1 FUT7 GAGE2A GATA3 GBP1 GCNT3 GPC4 GPM6B GPNMB GPR183 GPSM2 H2AC11 H2AC8 H2BC8 H3C4 HCK HERC6 HLA-DMA HLA-DMB HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB4 HLA-DRB6 HNMT HSD17B1 HSPA1A ICAM1 ID1 IDH2 IER3 IFI27 IFI44 IFI44L IFIH1 IFIT1 IFIT3 IFIT5 IFITM1 IGFBP3 IGFBP4 IGHA1 IL13RA1 IL15 IL17A IL1R2 IL32 IL3RA IL6R IQSEC3 IRF9 IRS2 ISG15 ISG20 IZUMO4 KCNN2 KLF4 KRT7 KYNU L1CAM LAMC2 LAMP3 LCP1 LDLR LORICRIN LPXN LRFN4 LSP1 MAFB MAGEA12 MAGEA3 MAGEA4 MAGEA6 MAGEA9 MAGEB1 MAGEC1 MAP3K6 MAP3K8 MBNL2 MCAM MICAL1 MIR22HG MMP9 MSR1 MUC1 MX1 MYO9B MYOF MZF1 NADSYN1 NCAN NCF1 NCF2 NCF4 NCR2 NQO1 NR4A3 NRXN1 OCA2 OLAH OLFML2B PACSIN2 PAEP PDE4DIP PECAM1 PHLDA2 PIK3CD PIP5K1A PLA2G4C PLEK PLK1 PMAIP1 PML PPP1R16B PRAME PRF1 PRSS2 PTGER4 PYY RAB13 RAB9A RASSF2 REL RELN RGS1 RGS13 RIGI RNF19B RPS2 S100A13 S100A4 S100A6 S100P SAMSN1 SAT1 SBNO2 SEPTIN9 SERPINF1 SIRPA SLAMF7 SMARCA1 SMG7 SNN SOCS1 SOCS3 SPARC SPIB SSTR2 SSX1 SSX2 SSX3 SSX4 ST8SIA1 STAT1 SURF2 SYNPO TADA3 TANK TBRG4 TBX3 TCTN1 TDRD12 TFF2 TFPI TFPT TKTL1 TMT1A TNFAIP2 TNFAIP6 TNFRSF11A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF9 TOP2A TRIM22 TRIP6 TSPAN15 TUBB2A UBD UPB1 USP18 VAMP8 VCAM1 VCX WLS XIST ZBTB43 ZER1 ZSWIM8 HENDRICKS_SMARCA4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HENDRICKS_SMARCA4_TARGETS_DN A2M AGR2 ARHGDIB ASNS CCR1 CCR6 CD74 CLK1 CXCR6 CYP4B1 EFNB1 FCHSD2 GPR183 GPR6 HCST HENMT1 HEXB HLA-DRA HLA-DRB3 HPGD ID3 IGHG1 IL36B KCNJ2 LGALS3 LTBP2 LUM MAPK1 MC3R MC4R MC5R MYC NPFFR2 NRP1 NRP2 PER3 PLEKHG2 PLS1 PTP4A1 PTP4A2 SELENOP SFTPB SLF1 SPRY2 TACSTD2 TREM2 USP24 WDR45 YY1 HENDRICKS_SMARCA4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HENDRICKS_SMARCA4_TARGETS_UP ABHD2 ACTN4 ADGRG1 AGT AHNAK ARL4C ATP2B4 CCL2 CDKN1A COTL1 CRYBG1 CTSB CTSH DCBLD2 EMP3 EPHB2 FADS3 FBLIM1 FHL2 FLNB FOSL2 GADD45A HKDC1 IGFBP4 ITGA3 ITGA5 JUN KRT15 LGALS1 LMNA LOXL2 MAP1B MFGE8 MIR503HG MMP1 MT1H MT1L PDP1 PERP PHLDB1 PLXNB2 PSG4 PSG5 PSG9 PTPN7 S100A2 SERPINE2 SMARCA2 SMARCA4 SPOCD1 TEC THY1 TPM1 UBE2H HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_2NM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_2NM_DN A2M CCND1 CD69 CDH1 CRYM EGR1 FBXO11 HSPA1L HSPA2 HSPA8 IL1RAP IL1RL1 IRF8 ITM2A KCNK2 LCP2 LUM PABPC4 PARD3 PDGFRA PPP1R3F WNT5A HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_2NM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_2NM_UP AGT ARHGDIB ASNS BNC2 BTRC CASP7 CD3D CGA CHST11 CRLF1 DCT EPAS1 ERBB3 FILIP1L FOLH1 GABBR2 H2BC21 HMOX1 HOXB2 IFI16 IFI44 IGF1R IL1RAP IQGAP2 KLRC3 LCP1 LPAR6 MAF MARCKS MCAM MIF-AS1 MLANA MST1L MYB N4BP2L1 NIPAL3 NPAS2 NR1H2 NR4A3 NTN4 PBDC1 PDZK1IP1 PIK3R1 PLA2G15 PLA2R1 PPP2R3A PRKD3 PRSS23 PTPN3 PTPRM PXK RAB31 RASGRF1 SERPINF1 SGK1 SH2D1A SLC35G2 SLC6A8 SLCO4C1 SSBP2 TGFBR3 THBD THBS2 TIMP2 TYR TYRP1 USP4 VHL VLDLR WRN ZFP90 HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_4NM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_4NM_DN GNAI1 GPC3 HIF1A SDHA TFRC TXNRD1 HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_4NM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_ABERRANT_MITOSIS_BY_DOCETACEL_4NM_UP CD53 CDKN1A CERKL FGG GAGE12F GEM GHR H2BC21 HLF MAF MAGEA12 MAGEA6 MITF NT5E PMEL POSTN PRAME RASGRP1 SGK1 TIMP3 TNFRSF11B TP53INP1 TYRP1 HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_1_DN ADGRL2 CAPG CASP7 CDC6 CDH11 CDK1 CDK2 CKS1B CLEC2B CTHRC1 DPYSL2 DTL FBXO5 FHL2 FIS1 GBE1 GLRX H4C3 IGFBP1 KLRK1 LTBP3 MAF MAN1A1 PDGFC PDGFRA PLOD2 PMEL POLD3 RASGRF1 RGS2 SDC2 SEMA4C SLC29A1 SNAI2 TUBB UBE2C XIST HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_1_UP ABI3BP ADGRF2P AGT BCHE CCL21 CGA DAPK1 DUSP1 EDNRB ELAVL2 EMP3 FABP3 GAGE12F GPC3 GYG2 H2BC21 ITM2A LIX1L MAGEA5P MAGEA6 MALAT1 NEK2 PRAME RGCC SGK1 SPP1 TACR1 TCEAL9 TIMP3 TMEM98 TNFRSF11B VAMP8 VEGFC WNT5A ZGLP1 HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_2_DN A2M CCN1 CDH1 EGFL7 EGR1 FXYD3 GALNT3 ITGB2 MST1L MST1R NCS1 PPP1R3F SCD SPRY1 TAT TGFBR3 VCAN ZNF232 HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HERNANDEZ_MITOTIC_ARREST_BY_DOCETAXEL_2_UP ABCA1 APOH ARPC1B ARRDC4 ASNS C11orf68 CD3D CD47 CD68 CD69 CKS2 CSF1 DCT DMWD ELMO1 ETV4 FOLR1 GADD45A GAGE12F H2AC6 H4C2 H4C3 HHEX HMGA1 IL1RL1 IL32 ITM2A KLF9 KLRK1 LAMA1 LAMA4 LCP1 LUM MAF MAP7 MARCKSL1 MBOAT7 MCU MGST1 MT1X MT2A MTA3 NT5E PHLDA1 PLAT PLAU PLK1 PRKD3 PRSS23 RGP1 S100A2 SELENOP SGCB SLC1A5 SPTSSB SQSTM1 TFF1 THBS2 TPR TYR TYRP1 HESSON_TUMOR_SUPPRESSOR_CLUSTER_3P21_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HESSON_TUMOR_SUPPRESSOR_CLUSTER_3P21_3 CACNA2D2 CYB561D2 FUS HYAL2 NPRL2 RASSF1 TMEM115 ZMYND10 HESS_TARGETS_OF_HOXA9_AND_MEIS1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HESS_TARGETS_OF_HOXA9_AND_MEIS1_DN ANXA1 ANXA4 AQP9 ARG2 BTG2 C3AR1 C5AR1 CA4 CAMK2D CCL23 CCN3 CCR5 CD300LF CDH1 CHIA CLEC4A CLEC7A CPT1A CSF1R CSF2RB CTSS CTSV CXCL3 CYBB DAB2 DUSP1 EGR1 EGR2 EHD1 FCGR1A FFAR2 FGR FOS FPR1 FPR2 GCNT2 GPR137B GRK5 H1-2 HCK ID2 IL18 IL1B IL1R2 KLF4 LCN2 LILRB4 LIPA LITAF LPL LSP1 LYZ MCL1 MERTK MITF MMP8 MMP9 MPEG1 MRC1 MS4A6A MSR1 MYADM NDRG1 P2RY14 PHLDA1 PILRB PLEK PLSCR1 PSAP RNASE3 S100A3 SAMHD1 SIRPA SLC11A1 STX3 TF TGFBI TLR2 TPD52 TRPV2 UPP1 VCAN ZFP36 ZFP36L1 HESS_TARGETS_OF_HOXA9_AND_MEIS1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HESS_TARGETS_OF_HOXA9_AND_MEIS1_UP AFP ASNS BCAT1 BET1 BID C1QBP CD28 CDC45 CEBPA CLDN15 CTPS1 DNAJA3 DTYMK DUT ENTPD4 FABP5 GABPB1 GAS5 GLUD1 GOT1 GSTM1 HDAC2 HMGCR HOXA9 ICAM2 IDE IFRD2 IMMT KLF9 LIN28A MCM3 MCM3AP MCM7 METAP2 MRPL15 MSH2 MUC13 MYB MYBL2 MYLK NCL NEDD4 NOLC1 NOP58 NUCB2 ODC1 PDE7A PHGDH PINX1 PPAN PPID PRMT1 PSMG2 RHOJ RRM1 RRS1 RUVBL1 RUVBL2 SCHIP1 SLC26A6 SNRPA1 TFAP4 TP53BP1 TRIP13 TRMT2A TST UHRF1 WEE1 YBX3 HE_PTEN_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_PTEN_TARGETS_DN CCNG2 FOXO3 JUNB PSMD2 PTN TGFA VEGFA HE_PTEN_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HE_PTEN_TARGETS_UP AKT2 CCND3 CCNI CDK6 CDKN1A ECT2 ELK3 FGF1 ITGB1 MAF MYC MYCN PDGFA PLAGL1 RB1 TGFB2 TP53 ZNF274 HILLION_HMGA1B_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HILLION_HMGA1B_TARGETS ACADL ACADVL ACHE AK3 AKR1A1 ALDH3A2 ANXA1 ANXA5 ARF5 ARF6 ATP5F1B ATP5MC1 ATP5PB ATP5PD CCND3 CD3G CD44 CD5 CD80 CLU COX4I1 COX5A COX5B COX7A2 CRIP2 CSF2 CTSV CXCL10 CXCL2 CYP2J2 CYP3A7 DCC EPHA3 EPHA7 ERBB2 FGFR4 GABRR1 GFRA2 GMFB GPC1 GPX4 GRM5 GSTM1 HSP90AB1 ID1 ID2 ID3 LIMK1 MAK MGST1 MIF MYCN NGF NME1 NOS3 NRAS PCNA PCOLCE PDGFA PLAUR PNLIPRP2 PNOC PSMA1 PSMA6 PSMB4 PSMB6 PTMA RPL10 RPL13 RPL19 RPL21 RPS11 RPS12 RPS3A SDC3 SLC25A5 SLC6A11 SOD1 STAT3 TAC1 TIMP2 TK1 TNFRSF1A UNC5A UNC5B VCP HILLION_HMGA1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HILLION_HMGA1_TARGETS ACHE AKR1A1 AKT1 ALDOA ARAF ATP5MC1 ATP5MC2 ATP5PB B2M CD3G CFL1 CHRNB1 CLU COX4I1 COX5A COX5B CRIP2 CTSV CXCL2 CXCL6 CXCR4 DCC EDNRB EEF2 ERBB2 ESR2 GABRB1 GABRR1 GHR GLRA1 GMFB GPR6 GPX3 GRM1 GSTM1 HRAS HSP90AB1 HSPB1 HSPD1 HTR6 ID1 ID2 ID3 IGF2R INSR IRS1 LIMK1 MAK MGST1 MIF MOS MYCN NEO1 NGF NME1 NME2 NPY NRAS P2RX1 PCNA PLCD4 PMP22 PNLIP PSMA1 PSMB6 RPL13 RPL19 RPL21 RPL36A RPS11 RPS12 RPS17 RPS3A SLC25A5 SLC6A11 SOD1 STAT3 TAC1 TACR1 TFRC TGFB3 TIMP2 TK1 VCP HINATA_NFKB_TARGETS_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_TARGETS_FIBROBLAST_UP ABCC1 ADAMTS3 ANXA13 AP2B1 ARF6 ARHGDIA BIRC2 BTN3A3 CCL20 CCNB1 CCNH CD83 CD9 CDH2 CXCL1 CXCL3 CXCL5 CXCL6 CXCL8 EDN1 EGFR ERCC1 ETS1 EXOSC9 FGF1 FGF2 FGF5 FN1 G0S2 GABBR1 GADD45A GCH1 GREM1 GSTO1 GTF2H4 HDGF HGFAC ICAM1 IER3 IL1B IL6 IRF1 KDM6A KRT7 LITAF LRRN3 MAP1B MAPK9 MMP1 MMP14 MRPL33 MSC MT3 MTSS1 MYBL1 NFKB1 NFKB2 NFKBIA NPAS2 PTX3 RABEP1 RAC1 RELA RELB RND3 RPA2 SEC24A SELE SERPINB2 SERPINE1 SEZ6L SOD1 SOD2 SPTBN1 TAF15 TBC1D12 TNFAIP2 TNFAIP3 TNFAIP8 VEGFA VIM HINATA_NFKB_TARGETS_KERATINOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_TARGETS_KERATINOCYTE_DN CALB1 CEACAM6 CLEC16A DAPK1 DSG3 DUSP4 ESYT1 GPRC5A HOPX HYAL1 KLK6 KLK7 PALM PPL PTHLH RGS2 RIMS2 RUNX1 SCEL SULT2B1 THBS1 UPK1B ZNF185 HINATA_NFKB_TARGETS_KERATINOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HINATA_NFKB_TARGETS_KERATINOCYTE_UP ARHGDIA ARHGDIB BCL2A1 BIRC2 BMP2 CCL20 CCL5 CCNH CD83 CD9 CDH3 CDKN1A CFLAR CSF2 CXCL10 CXCL11 CXCL3 CXCL6 CXCL8 CYP27B1 EFNA1 EGFR ERCC1 ESM1 FN1 GABARAPL1 GADD45A GBP1 GPRC5B GSTO1 ICAM1 IL15 IL1B IL1RN IL32 IL6 IL7R IRF1 ITGB6 KRT10 KRT14 KRT7 LITAF MAP2K3 MAPK9 MMP1 MMP14 MMP9 MT3 MTSS1 NFKB1 NFKBIA NPR1 PLAT PLAU PNRC1 PTX3 RAC1 RARRES1 RELA RND3 SAA1 SERPINB2 SERPINE1 SLC7A2 SOD1 SOD2 SPRR1B STAT5A TAP1 TIAM1 TNC TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNIP1 TRAF1 VEGFA VIM WFDC2 WNT5A XPC HIRSCH_CELLULAR_TRANSFORMATION_SIGNATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HIRSCH_CELLULAR_TRANSFORMATION_SIGNATURE_DN ADGRA3 ADI1 ADIRF ALCAM ANAPC15 AP5M1 ARHGDIB ARHGEF17 ASF1A ATP10D ATP1B3 BAG1 BCLAF1 BLTP2 C1orf216 CALD1 CAV1 CAVIN1 CCND3 CENPF CHD9 COL4A6 COMMD8 COTL1 CRIM1 CRYBG1 DCAF6 DDX46 DENR DKK1 DLG5 DMD DPM3 DPYSL2 DROSHA DST DSTN EPS8 FBLN1 GALNT7 GAS2L1 GBP1 GCAT HACD2 HARS1 HEXIM1 HMGN3 HTRA1 IFIT5 ISOC2 KANK2 KIAA0930 KIF4A LASP1 MAMLD1 MLLT11 MPC1 MRPL20 MYH10 NAV2 NFIC NPM1 NQO1 NR2F2 PARN PCMT1 PDLIM4 PLS3 PRKACB PTDSS1 PTMS PTPRK RACGAP1 RAMP1 RAP2A RGS20 RUSC1 S100A1 SCHIP1 SFRP1 SLCO2A1 SPARC SPATS2L SPRY2 SRRT SRSF2 SRSF6 STARD7 SYNCRIP TCEAL1 TCF4 TGFB2 THBS1 TNS3 TOB1 TPM2 TSPAN14 TTC3 UBP1 WDR73 ZMIZ1 ZWINT HIRSCH_CELLULAR_TRANSFORMATION_SIGNATURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HIRSCH_CELLULAR_TRANSFORMATION_SIGNATURE_UP ABCA1 ACSL3 ADGRE5 ADGRG6 AGFG1 ALAS1 ALDOC ANGEL2 ANKRD28 ANKRD46 ANXA3 ANXA7 APPL2 ARHGEF18 ARHGEF2 ARPC5L BCL2A1 BCL2L1 BCL3 BMAL2 BNIP3 C1R C1S CA9 CAAP1 CANT1 CARHSP1 CASP4 CD55 CD68 CDCP1 CFH CFHR3 CLEC2B CREM CSF3 CSNK2B CTBS CTSB CTSL CXCL3 CYB5R2 CYBC1 CYTH1 DCTN6 DENND1A DGUOK DHRS7 DOCK4 DTWD1 DUSP1 EEF1A2 EGLN1 EHD4 EIF1 EIF1B EPAS1 EPHA2 EPN2 EREG ETHE1 ETS2 EVI2A EVI2B EVL FBXL5 FBXO28 FGD6 FHL2 FOSL1 FST FUT8 FYN GALE GALNT2 GAS1 GATAD1 GCH1 GLRX GRN GSDMD GSDME GTPBP2 HAX1 HERC5 HEXA HEXB HIF1A HTRA2 IER2 IFI35 IFITM1 IFNGR1 IFRD1 IL15RA IL1A IL1B IL1R1 IL1RAP IL6 IL7 INTS11 IRF2 IRF7 IRF9 ISG20 ITPKA IVNS1ABP JUNB KCNG1 KLF2 LAMP3 LARP6 LGALS8 LHFPL2 LOX LY96 LYRM1 MAK16 MAP3K5 MAPK14 MFF MID1IP1 MME MMP3 MOCOS MOSPD2 MPG MRPL9 MRPS18A MTMR11 MTUS1 MYD88 NARF NEDD4L NIT1 NMI NPC1 NR1H2 NT5E OLR1 OSMR OXR1 P2RX4 P4HA1 PAPPA PARP8 PCGF1 PDE4B PDP1 PELI1 PGS1 PHLDA1 PIKFYVE PLAU PLAUR PLOD1 PLSCR1 PMAIP1 PNP PNRC1 PPM1D PROCR PROS1 PTPN2 PTX3 PYGL RAB29 RABGGTA RBM7 RGS17 RGS2 RIPK2 RND3 RNF19B RNF31 RNF41 ROBO3 RPL36 RRAGC S1PR1 SAT1 SBNO2 SEMA4C SERPINA1 SERPINB1 SERPINE2 SIAH2 SIGIRR SLC12A7 SLC1A4 SLC2A3 SLC33A1 SLC35G2 SLC39A8 SLCO4A1 SNAP23 SNAPC1 SNRNP27 SOCS3 SOD2 STAM STAMBP STAT3 STC1 STON1 STON1-GTF2A1L TAB2 TAP1 TEAD4 TGIF1 TIMP1 TJP2 TM4SF1 TMEFF1 TMEM59 TNFAIP1 TNFAIP8 TNFRSF21 TNFRSF6B TNIP2 TOR4A TRAF4 UAP1 UBA6 UBXN4 UCKL1 UGCG UPP1 VAMP4 VEGFA VRK2 WARS1 WIPI1 YBX3 YTHDC2 ZFAND1 ZMYM1 ZMYM6 ZNF140 ZNF200 ZNF45 HOEBEKE_LYMPHOID_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEBEKE_LYMPHOID_STEM_CELL_DN ACTN1 ACTR2 AKR7A2 ALDH6A1 ARHGEF12 ATP1B1 BEX1 BST2 BZW2 C1QBP CAT CEBPB CFH CKS2 COX7A2L CRYGD CTDSPL CXCR4 DLK1 ELF1 ETV5 FAM124B FHL2 GABARAPL1 GADD45A GRK5 HMGB3 HSP90B1 HSPA1A HSPB1 ICAM2 ICAM4 IFI16 IL1B KHDRBS3 KLF2 KLHL7 LAPTM4B LEPROT LIMCH1 LSM5 MAFF MAL MARCKS MECOM METTL9 MLLT3 NDN NFIB NPR3 NUDT4 OGFOD3 OXT PCIF1 PHYH PIP5K1B PLS3 PMAIP1 PRDX2 PSEN2 PTPN11 RAB38 RALBP1 RGS2 RPL35 RPL36A RPS27 RPS27L RPS6 S100A6 SERPINE2 SHMT2 SLC39A8 SRGN SUCLG2 TAL1 TAX1BP3 TCF25 TFR2 TIMM13 TJP2 TMEM14A TMEM258 TMEM45A TNFSF10 TNS1 TXNIP UROD HOEBEKE_LYMPHOID_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEBEKE_LYMPHOID_STEM_CELL_UP ABCA1 ADA ADAM28 ADGRE2 ARHGAP25 ARHGAP45 ATR BAALC BASP1 BCL6 BTK C11orf21 CCNL1 CCR9 CHD3 COBL CYTH4 DDX21 DOCK1 DPEP2 EIF4A1 EVL FAM30A HLX HNRNPA1 IGHM IQSEC1 IRF8 ITGA4 ITIH4 ITSN2 KDM3A KIAA0087 KLF3-AS1 KMT5B KNTC1 LPIN1 LRRFIP1 LUNAR1 MACF1 MCM3AP MED13L MEF2A METTL3 MN1 MSL1 NACA NCOR2 NF1 NLRP1 NPIPB3 NUDT3 OSBPL3 P2RY14 PALLD PGGHG PLXND1 PNN PRKCB RAB14 RAB31 RBBP6 RBM39 RERE RPS6KA2 RUNX3 SATB1 SCN3A SETBP1 SETD5 SF3B1 SFPQ SH3TC1 SLC24A3 SLC2A5 SLC33A1 SLC35E2B SLC38A1 SMARCA4 SPON1 STK32B TARBP1 TBCD TCF4 TENT4A TMEM41B TNFAIP2 TNFAIP3 TNS3 TPR TRAF3IP3 TRAF4 TRAF5 TRIB2 TRIM33 UBR2 USP34 HOEGERKORP_CD44_TARGETS_DIRECT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEGERKORP_CD44_TARGETS_DIRECT_DN APC BCAM EPHB3 GUCY2F HLCS KIR2DL3 LAMP2 MLLT10 PALM PLS1 PRDM2 SERPINA1 SLC14A1 SSTR4 HOEGERKORP_CD44_TARGETS_DIRECT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEGERKORP_CD44_TARGETS_DIRECT_UP ADRB2 AFAP1 ALB AQP1 ATP1A2 CAMK2D CDKL5 CFI GCNT2 IL6 MAPK14 MFSD9 MITF MLLT3 NBL1 PDE6A PIGA PLG PYGL RGS3 RPUSD2 SERPINC1 SH3BP2 SOX5 STX1A TYMP HOEGERKORP_CD44_TARGETS_TEMPORAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEGERKORP_CD44_TARGETS_TEMPORAL_DN APOC3 AUH CCNG2 CRYGC DELE1 EFNA3 ELL FXN GCG HTR1A LYZ MEF2A MNAT1 MX2 NR4A3 NUCB2 PAFAH2 PIK3R3 PLK1 PRKACA SLC18A1 SNCA TERF1 USP6NL WASHC5 HOEGERKORP_CD44_TARGETS_TEMPORAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOEGERKORP_CD44_TARGETS_TEMPORAL_UP CCDC85B FAS GPR31 KDELR1 MME MPP3 NFKB2 PNMT PRIM2 PRPF18 VGLL4 XIST HOELZEL_NF1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOELZEL_NF1_TARGETS_DN AASS ADAMTS1 ADAMTS5 ADCY1 ADGRL3 ADM AK5 ALKAL2 AMPH ARHGAP28 ARK2C BCL11A BDNF BGN BOC C2orf68 C7 CAMK1D CBX3 CCDC3 CD200 CD24 CENPBD1P CHST7 COL3A1 CP CUX1 DCHS1 DLX6 DNAJC15 EDNRB EFNA2 FAM124A FAT3 FBLN1 FBXL7 FGF14-AS2 FN1 FOXO3 FRMD4A FSTL1 FTX GABPB1-AS1 GABPB1-IT1 GATA3 GATA3-AS1 GFRA2 GREM2 GRM7 GUCY1A2 HAUS5 HDAC9 HMCN1 HOTAIR HRK IGFBP5 JDP2 LATS2 LDLRAD4 LEPR LHX9 LINC03072 LIX1 LONP2 LRRN1 MATN2 MFAP2 MIAT MMP16 MYRF NECAB2 NR2F1 NR2F2 NREP NTRK3 PAK5 PCDH18 PCDHB2 PDGFRA PDK4 PDPR PHACTR3 PLEKHA6 PRICKLE1 PRKD1 RASA4B RLN2 ROBO2 SATB1 SCGN SERPINF1 SLC16A14 SLC16A9 SLC35D3 SLC39A8 SLITRK6 SNAP91 SSTR2 ST6GAL2 ST6GALNAC5 ST8SIA1 ST8SIA2 TES TGIF1 TMEM200B TMEM204 TMEM44 TNRC18P2 TSPYL5 UBE2E2 UCMA WDR59 WNT5A WWOX XIST YPEL3 ZNF395 ZNF423 HOELZEL_NF1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOELZEL_NF1_TARGETS_UP ACAD11 ACVRL1 ADGRG2 AHNAK2 ANK2 ARHGAP26 ARHGAP36 ATXN1 B4GALT6 CAPN6 CCNB3 CD163L1 CEBPB CHRM3 CLCN5 CLSTN2 CPEB1 CPVL CYB561 DCBLD2 DCLK1 DEPTOR DGKK DRAM1 DUSP4 EDN3 EEF1A2 ENDOD1 EPS8 ERGIC2 FAM114A1 FAM131B-AS2 FAM199X FAM30A FAM89A FAS FSTL5 GAD1 GAP43 GDF15 GLS GNAS GPR22 GRIK2 GSAP GUCY1A1 H19 HBE1 HEY1 HGF HHIP HS2ST1 HS3ST3A1 HS3ST3B1 HS6ST3 HSPA4L HSPB8 IFI16 IGHM IGSF1 INSYN2B ITGA2 KCNH8 KISS1R LGALS3 LIMS1 LINC00511 LURAP1L MAML2 MAP2 MET MGAT4C MOSPD1 NACC2 NAP1L1 NAV1 NRCAM NRG1 NRIP1 NRXN1 NTS NUP62CL NXT2 ODAM OSBPL3 OSBPL6 PAG1 PAPPA PCDH17 PCDH7 PDGFA PDLIM5 PDZK1 PHACTR2 PHLDA2 PLEKHA5 PLK2 PLS3 PRSS12 PXDN RAB31 RAB3C RBM24 RELN RETREG1 RGS13 RGS16 RND3 RPS6KA3 S100A10 S100A2 SCG2 SCN9A SEL1L3 SEPTIN6 SERPINE1 SESN3 SLC18A1 SLC27A6 SLC41A2 SMKR1 SOX6 SPARCL1 SPATS2L STAMBPL1 STEAP3 STK17B STXBP5 SYT14 TENT5A THSD4 TMEM74 TNIK TRAF3IP2 TRIM44 TRNP1 TSPAN18 UPP1 UTS2 XK ZDHHC2 HOFFMANN_IMMATURE_TO_MATURE_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_IMMATURE_TO_MATURE_B_LYMPHOCYTE_DN ABCD1 ACY1 AKAP17A ATP1B1 ATP5F1C BOP1 CCND2 CD36 CD93 CDC45 CFP COX6A2 DOLPP1 EMID1 FOXN2 GALK1 GH1 GRID2 HBS1L HCK HES1 LHB LHX8 LIPC MARCKS MEA1 MYB MYL4 NEDD4 PAX2 PEPD PLD4 PPP1R14B PSME3 PTGR1 QKI RBP4 RELN SNRPC STXBP2 TAX1BP3 TGFB1 UCK2 USF2 VPREB3 VPS45 WDR13 ZFPM1 HOFFMANN_IMMATURE_TO_MATURE_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_IMMATURE_TO_MATURE_B_LYMPHOCYTE_UP APOE ARL2 ARRB1 BCL2 BGLAP CDK5R1 CENPA CIITA CMAHP CR2 CSF1 CUX2 EEIG1 ENTPD6 FCGRT FGF19 FXYD5 GAD1 GIMAP4 HLA-DQA1 JAK2 LRFN4 MS4A6A NEU1 NGEF OXA1L PACS1 PBX3 PCK2 POU5F1 RAB6B RABAC1 RFLNB RHOH RPA1 SELL SIAE STAT4 TUBA3C ZFPM2 HOFFMANN_LARGE_TO_SMALL_PRE_BII_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_LARGE_TO_SMALL_PRE_BII_LYMPHOCYTE_DN AATK ABCA1 ACTN2 ANK3 ANKS3 BAZ2A BCL3 BIRC3 CAPG CAPN1 CD151 CD2 CD55 COL4A3 CYP2B6 DBNDD2 EFNB3 ENDOU EVL FBP2 FHL1 GALT GJA4 GOT1 GPR137B HCK HSD11B2 HSPB8 IDUA IER3 IGHE IGKV5-2 IGSF10 IL4R JUN KLK1 KLK2 KMT2B LDAF1 LIPC LSP1 MDN1 MIA NFKBIZ PIM2 PKIB POMC PRM1 PRRG2 PSEN2 RABEP1 RAG1 RBP4 RELN SAMHD1 SBF2 SELENOP SERPINA2 SLC25A53 SPIN1 SPINK1 SREBF2 SRF TBXA2R TRDC UBA7 WDSUB1 WT1 ZG16 HOFFMANN_LARGE_TO_SMALL_PRE_BII_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_LARGE_TO_SMALL_PRE_BII_LYMPHOCYTE_UP AARS1 ABR ACTN4 ACY1 ANLN ANP32A ANP32B ANP32E ARL1 AURKA AURKB AZIN1 BRCA2 BUB1 CAMP CASP3 CBX1 CBX5 CCNA2 CCNB1 CCNB2 CCNE1 CDC20 CDC25C CDC45 CDCA3 CDCA5 CDK1 CDKN1A CDKN2C CDKN3 CENPA CENPE CENPL CHAF1B CIP2A CIT CKAP5 CKS1B CKS2 COIL CRIP2 CTC1 DBF4 DCTPP1 DDX19A DLGAP5 DNA2 DNMT1 DPAGT1 E2F8 ECT2 EIF2AK2 ENO1 FAM111A FEN1 FLII GPHN GSN GSPT1 H2AC8 HAUS6 HELLS HES1 HJURP HLA-DQB1 HLA-DRB5 HMGB2 HMGB3 HOXC5 HTT IDE IL4 INCENP IPO5 ITGB7 JADE1 KIF20A KIF22 KIF23 KIF2C KIF4A KIFC1 KIN KPNA2 LDHA LIG1 MCM10 MCM6 MELK MIS18BP1 MKI67 MMP14 MTHFD2 MYEF2 MYH11 NASP NCAPH NCAPH2 NDC80 NEDD4 NEK2 NT5DC2 NUCKS1 NUDC NUSAP1 PCK2 PCLAF PIH1D1 PLK4 POLA1 PPP1CA PPP2CA PRC1 PSMC3 RACGAP1 RAD51 RAD54L RAMP1 RBL1 RFC3 RFC5 RPA1 RRM1 RRM2 SGO1 SLC29A1 SMC2 SMC4 SNX2 SPDL1 SSX2IP STIM1 STMN1 TK1 TMPO TOP2A TRIM46 TRIP13 TTK TUBA1A TUBA1B TUBA3C TUBB TUBB3 TUBB4B UBE2C UBE2S UBE2T VPS72 WDHD1 XPO1 ZNF358 HOFFMANN_PRE_BI_TO_LARGE_PRE_BII_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_PRE_BI_TO_LARGE_PRE_BII_LYMPHOCYTE_DN ACTN1 ADA ADGRG3 AHNAK AKR1C4 ANKRD28 ANKRD33B ANXA1 ANXA2 BCL2 BIN1 CCL5 CCND2 CD9 CHRNB1 CSF2RB CTSV CUBN DAB2IP DBNDD2 DNTT DSG2 EFNB3 ELOVL6 EMB EMP1 ENG ENTREP3 FRMD6 FXYD5 GBP7 GIMAP4 GRB7 GTF2H1 HEMGN HEXA HSPBP1 IFIT2 IGLL1 ITM2C KLF10 KRT86 LRFN4 LTB MAGED2 MAPK8IP3 MDN1 MGST2 NDRG1 NPC1 PKIB PPIC PTPN22 RCN1 RUNX2 SEMA7A SIAE SIPA1 SOCS2 SQLE SSBP4 ST3GAL6 STAT4 TBXA2R TCN2 THRA THY1 TNFAIP6 TRIM21 UGT1A10 VPREB1 WLS ZG16 ZPR1 ZYX HOFFMANN_PRE_BI_TO_LARGE_PRE_BII_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_PRE_BI_TO_LARGE_PRE_BII_LYMPHOCYTE_UP ATP6V1A CACNB3 CRYAA DDX51 ENPP1 FCRLA FZD7 GAP43 GZMH HDAC5 HLA-DQB1 KIF23 KIN LILRB3 LMO4 MYEF2 MYL4 PI4KB PIM2 PTPRA RHOH RRAS SAMD10 SARS1 SEC62 SOCS1 TAX1BP3 TIRAP TRIM46 HOFFMANN_SMALL_PRE_BII_TO_IMMATURE_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_SMALL_PRE_BII_TO_IMMATURE_B_LYMPHOCYTE_DN AP4B1 AQP4 CCNB1 CD151 CDC20 CDKN3 DNMT3A EFNB1 EZH2 FCGR2A FGL2 GFPT1 GFRA1 GLRX GPAM GZMM HLA-B IL6ST IL7R KMT2B MYH9 NUPR2 PLA2G4F PRM1 PTGR1 PTPRG RAB36 RAB6B RAG1 RAG2 RELN SELENOP SLC16A1 SLC3A2 SMARCA4 SREBF2 XRCC6 ZBED3 HOFFMANN_SMALL_PRE_BII_TO_IMMATURE_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMANN_SMALL_PRE_BII_TO_IMMATURE_B_LYMPHOCYTE_UP ABHD14A ACY1 APOC3 CCND2 CD22 CD36 CD74 CD83 CFP CNR2 CTSH CXCR5 DAD1 EHD1 FCER2 FES FLII GGA2 GIMAP4 HES1 HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRB5 HMBS HOXC5 ICAM1 IFI30 IGKV1D-33 IL4I1 ISYNA1 LAT2 LEFTY1 LHB LTB MAPK8IP3 MECOM MEF2C MFHAS1 MS4A1 MYBBP1A MYH11 MYOG NCF4 NEDD4 NLRP6 PEPD PIK3R2 PLD4 PRPS1 PRTN3 PSAT1 RBMS2 SCD SDC4 SEMA4D SERPINB1 SIPA1 SLC2A3 SUCLG2 TRAPPC5 VEGFB XPO1 ZFP1 ZNF385A ZNF708 HOFFMAN_CLOCK_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMAN_CLOCK_TARGETS_DN AVP BDKRB2 CCL5 CHGA GAB2 IFNL1 MGAT3 S100P TNFRSF4 VTN HOFFMAN_CLOCK_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFFMAN_CLOCK_TARGETS_UP ANTXR1 ANXA1 CD36 HOXA7 JUN MIF TNFRSF11B UGT2B10 UGT2B15 UGT2B17 HOFMANN_CELL_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_CELL_LYMPHOMA_DN ARID4A CASP10 CASP9 CCNA1 CDC34 CRADD CYC1 DAXX FADD H1-4 HRAS IFIT5 IFITM1 IFNAR1 IL11RA IL12RB2 IL15RA IL18R1 IL1RL2 IL6R KIR2DL4 KLRC1 MAD1L1 MAD2L1 MAGEB1 MAPK7 PDCD1 PMAIP1 PPP2R5B PRKAA2 PRKG1 RARA RARG RIN1 RORA TAF1 TAL1 TGFBR3 TNFRSF1A XPA HOFMANN_CELL_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_CELL_LYMPHOMA_UP ATF1 BLK BNIP2 CCND1 CCNG2 CDK4 CEBPG CKS1B COPS5 CXCL8 DTYMK E2F5 FLI1 GPR68 H1-0 IFNA4 IL13 IL13RA1 IL18 IL1R1 IL3 ILF3 IRF8 KDM5A LIFR MAPK8 MDM2 MLLT10 MYBL2 MYC NCK1 NRAS PBX2P1 PRKCB RAB2A RAB9A RB1 RBBP5 REL RXRG SKP2 TAF13 TAF5 TBP TFAP2A TFDP2 TRIM22 YES1 HOFMANN_MYELODYSPLASTIC_SYNDROM_HIGH_RISK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_HIGH_RISK_DN AZU1 CD1E CD8B CLC DHH DYRK2 GPR12 HLF IFNAR1 MTMR11 PF4 PIK3CG PPBP PRG2 PRKAA1 PTCH1 STAT2 TP63 UPK3A ZNF117 HOFMANN_MYELODYSPLASTIC_SYNDROM_HIGH_RISK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_HIGH_RISK_UP CELSR2 COIL ELK1 KLF11 OGG1 PLCG1 PRKAR2A PTPRS TRAF6 ZMYM3 HOFMANN_MYELODYSPLASTIC_SYNDROM_LOW_RISK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_LOW_RISK_DN ANXA2 CAPNS1 CCND1 CDK2AP2 CKAP4 DUSP14 FERMT2 GDF15 GPRC5A H4C9 HRAS HSPA4 IER3 ILF3 KRT8 MAGEA3 MAGEA4 MAGEA6 MALL POU5F1 PSMD11 PSMD13 PSMD8 STIP1 TFAP2C TSPAN1 TUBB2A TXNRD1 UBE2M HOFMANN_MYELODYSPLASTIC_SYNDROM_LOW_RISK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_LOW_RISK_UP ATF3 CCL18 CDKN1A COIL DLEC1 DLK1 DNM2 GNA15 IL1RAP LTK MEOX1 MSX1 PRKCB PTPN7 PTPRS RUNX1 TBR1 TOB2 TRAF6 ZMYM3 ZNF136 HOFMANN_MYELODYSPLASTIC_SYNDROM_RISK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_RISK_DN ARFIP1 CRIPTO3 CXCL12 DLEC1 DYRK2 IFNAR1 LCP2 MNDA MTMR11 NFE2 NKG7 PAGE1 PCDHB17P PF4 PIK3CG PPP1R8 PRKAA1 RGS19 RHOH STAT2 TP63 UPK3A ZNF117 HOFMANN_MYELODYSPLASTIC_SYNDROM_RISK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOFMANN_MYELODYSPLASTIC_SYNDROM_RISK_UP CCND1 CD9 CDK2AP2 DUSP14 FERMT2 GDF15 GPRC5A HRAS IER3 JUND MAGEA1 MAGEA3 MAGEA6 MALL MLF2 NCOR1 PSMD11 PTPRN STIP1 TK1 TOM1 TRAM2 TSPAN8 HOLLEMAN_ASPARAGINASE_RESISTANCE_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_ASPARAGINASE_RESISTANCE_ALL_DN ARF6 ARRB2 CCNG2 CCNI CMC4 DEDD DERL2 F8A1 HNRNPF HSPA13 MAD2L1BP MAPK1IP1L MARCKS MCUB MED28 MRPL15 PPIA PSME3 RAB5C RCHY1 RESF1 SNRPG SUMO2 UBE2Z ZNF318 ZNHIT3 HOLLEMAN_ASPARAGINASE_RESISTANCE_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_ASPARAGINASE_RESISTANCE_ALL_UP BCR CCDC69 CDR2 DPY19L1 EFHC1 EIF3K GALNS GLDC JMJD7-PLA2G4B LRP5L MICAL3 NOP53 NPHP4 NTRK3 PTGER4 RPL11 RPL3 RPL6 RPL7A RPS3 TAP2 TENT5C UBOX5 HOLLEMAN_ASPARAGINASE_RESISTANCE_B_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_ASPARAGINASE_RESISTANCE_B_ALL_DN ADGRG1 ARF6 ARRB2 CCNG2 DERL2 ELK3 F8A1 H2BC12L JUP MAN1A1 MAPK1IP1L RAB5C RAP2C UBE2Z ZNF318 HOLLEMAN_ASPARAGINASE_RESISTANCE_B_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_ASPARAGINASE_RESISTANCE_B_ALL_UP BCR CCDC69 CLEC11A EEF1B2 EEF1G EIF3D EIF3K EIF3L FBL GATA3 H3-3A IGFBP7 LPCAT1 NOP53 NTRK3 RACK1 RPL11 RPL13A RPL3 RPL4 RPL5 RPL6 RPL7A RPLP0 RPS3 RPS5 TENT5C TPM4 HOLLEMAN_DAUNORUBICIN_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_DAUNORUBICIN_ALL_DN GMEB2 ING3 MED28 NELFA NTAN1 PCBP2 PPDPF SHOC2 HOLLEMAN_DAUNORUBICIN_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_DAUNORUBICIN_ALL_UP CHD4 DUSP2 EIF2B4 ICAM4 KCNN4 MTX2 SLC11A1 HOLLEMAN_DAUNORUBICIN_B_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_DAUNORUBICIN_B_ALL_DN ARID4A CTCF CTDSP2 GMEB2 ING3 LSM8 MED28 NTAN1 PCBP2 PPDPF RHOA SHOC2 HOLLEMAN_DAUNORUBICIN_B_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_DAUNORUBICIN_B_ALL_UP ATP1A1 CDC37 CHD4 CNTN5 EGR1 EIF2B4 KCNN4 LARP1 PCDH9 THBD HOLLEMAN_PREDNISOLONE_RESISTANCE_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_PREDNISOLONE_RESISTANCE_ALL_DN ARPC2 CA4 CST7 DAPK1 KIR3DL2 MATK MATN1 PIEZO1 POLH SLC11A1 STOM HOLLEMAN_PREDNISOLONE_RESISTANCE_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_PREDNISOLONE_RESISTANCE_ALL_UP CRKL F8A1 HNRNPR HNRNPUL1 HRK MAGOH MED28 NTAN1 OTUB1 PCBP1 PHF2 POLDIP3 SMARCB1 SUMO2 TAF5 TIMM17A TLE5 TMEM131L U2AF2 ZNF318 HOLLEMAN_PREDNISOLONE_RESISTANCE_B_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_PREDNISOLONE_RESISTANCE_B_ALL_DN BLVRB CA4 CD69 CNTN5 GAPDH LPAR6 MAFF MATN1 NECTIN2 PCDHA9 SLC2A3 STOM HOLLEMAN_PREDNISOLONE_RESISTANCE_B_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_PREDNISOLONE_RESISTANCE_B_ALL_UP CDK2AP1 CS CTCF F8A1 HDGF HNRNPR HNRNPUL1 INTS15 MED28 NTAN1 OTUB1 PCBP1 POLDIP3 PRPF18 PSRC1 SMARCB1 SUMO2 THAP11 TLE5 TMEM131L UBE2Q1 WAC HOLLEMAN_VINCRISTINE_RESISTANCE_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_VINCRISTINE_RESISTANCE_ALL_DN ATP13A2 CD44 HMGB1 HNRNPU INTS1 LSM7 NME2 RASGRP2 RPL10 RPL12 RPL23A RPL31 RPLP2 RPS12 RPS15A RPS2 RPS24 SCNM1 TMSB10 VIM HOLLEMAN_VINCRISTINE_RESISTANCE_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_VINCRISTINE_RESISTANCE_ALL_UP ABHD3 ARHGAP32 CALU CBFA2T3 CREB3L2 DSC3 ELOA EPOR FKBP1A GNS KCNN1 KDM4B KPNA2 LBH MXD1 PISD PPM1B PTP4A3 RBMS1 RUBCNL RUFY3 SPATA2 SSH1 TRIM24 WIPF2 YRDC ZNF512B HOLLEMAN_VINCRISTINE_RESISTANCE_B_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_VINCRISTINE_RESISTANCE_B_ALL_DN ATP13A2 CD44 CDKN2D HNRNPU LSM3 NME2 PDLIM1 RPL12 RPLP2 RPS11 RPS12 RPS15A S100A13 SCNM1 TMSB10 VIM HOLLEMAN_VINCRISTINE_RESISTANCE_B_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLEMAN_VINCRISTINE_RESISTANCE_B_ALL_UP ABHD3 ARHGAP29 BCL11B BTBD3 CALU CHCHD7 CREB3L2 CRMP1 DIDO1 DSC3 EFNB2 ELOA HLA-DQA1 KCNN1 KDM4B LBH MTF2 MTMR9 MXD1 NFATC1 PISD PLCXD1 PNN POM121 PPM1B PSME4 RBMS1 RUBCNL RUFY3 SH3GL1 SOX11 SPATA2 TBC1D9 TCFL5 TRIM24 YRDC ZNF263 ZNF304 ZNF512B HOLLERN_ADENOMYOEPITHELIAL_BREAST_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_ADENOMYOEPITHELIAL_BREAST_TUMOR ACTA2 APOD CNN1 FRYL GABBR1 IGFBP5 ISLR MEF2C MYL9 MYLK PRELP RELN SERPINF1 TLCD1 TNNI2 TNS1 TRIM39 HOLLERN_EMT_BREAST_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_EMT_BREAST_TUMOR_DN ACOT1 ACOT2 AP1M2 APOC1 ARHGEF16 ATP6V1C2 BCL11A BLMH BSPRY C1orf210 C1orf56 CALML3 CBLC CCDC120 CD24 CDCP1 CDH1 CDH3 CEACAM1 CELSR2 CHDH CKMT1B CLDN1 CLDN3 CLDN4 CLDN7 CLIC3 CRB3 CXADR CYSRT1 DDR1 DEDD2 DENND2D DSC2 DSG2 DSP EFNA3 EHF ELF5 ELMO3 ELOVL7 ENDOU EPB41L4B EPB41L5 EPCAM EPHA1 EPPK1 EPS8L1 EPS8L2 ERBB3 ESRP1 ESRP2 EVPL FAM83H FXYD3 FZD6 GJB2 GRB7 GRHL1 GRHL2 GSDMA HIP1R IDE IL17RE ILDR1 IRF6 JUP KCNK1 KDF1 KIF21A KLC3 KRT15 LLGL2 LRBA LSR LTF MAL2 MAP7 MARVELD2 MPZL2 MYH14 MYO5B NECTIN4 NIPAL2 NRTN OCLN OVOL1 PATJ PKP3 PLEKHG6 PLEKHH1 POF1B PPFIBP2 PPIF PRSS8 PTPRF RAB25 RHPN2 RIPK4 RNF43 SDR42E1 SHROOM3 SLC5A9 SORT1 SPINT1 SPINT2 SPTBN2 ST14 STAP2 STARD10 TFAP2C THRSP TJP3 TMC4 TMEM184A TMEM30B TMEM54 TMEM79 TMPRSS13 TMPRSS2 TNK1 WWC1 ZNF185 HOLLERN_EMT_BREAST_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_EMT_BREAST_TUMOR_UP ADGRA2 ADPRH ANGPTL2 ANKRD1 AOX1 AP1S2 APBB1 APBB2 ARHGEF40 ARL6IP5 AXL B3GNT9 C11orf24 C1QTNF6 CALU CCDC102A CCL15 CCL2 CCR2 CDH13 CELF4 CFH CFL2 CFP CHRNA1 CLEC4A CSF1 CSF1R CSGALNACT2 CYSLTR1 DAB2 DBN1 DCN DDR2 DNM1 DOK1 EFEMP2 EHBP1L1 EMP3 ENO3 EPB41L2 F13A1 FAM167B FCGR2B FCGRT FCRL2 FKBP7 FKBP9 FLNC FN1 FOLR2 FXYD5 GAMT GLIPR1 GNB4 GPR34 GPR85 GZMH HHEX HLX HSPG2 HTRA3 IGFBP4 IKBIP IL18R1 ITGA5 ITGB1BP1 JDP2 LAMB1 LOXL1 LOXL3 LPAR1 LRP1 LSP1 LTC4S MARVELD1 MATN2 MCUB MEDAG MRAS MRC1 MRC2 MXRA8 NAAA NBL1 NEK9 NFATC1 NR2F1 NRP2 NRROS OLFM1 OSR1 OTUD7B P3H1 PCOLCE PDGFRA PHKA1 PHLDB1 PKD1 PLA2G15 PLAT PLEKHA3 PLXND1 POFUT2 PRRX1 PRRX2 PVR RAP1B RGS18 RIPOR1 RNF157 RRAD S100A3 SACS SCARA3 SEC23A SELENON SEMA7A SH3GLB1 SNX20 SNX6 SNX9 SPI1 SPTBN1 ST3GAL2 ST8SIA4 STK17B TGFBR2 TIMP2 TJAP1 TRAF1 TSPAN4 TTYH2 VEGFC VIM VSIG4 WAS WNK1 ZEB1 ZFPM2 HOLLERN_MICROACINAR_BREAST_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_MICROACINAR_BREAST_TUMOR_DN ACKR3 ADAMTS5 ARMCX4 DRAM1 HPGD PTGES PTPRS SLC16A1 ST6GAL1 STEAP1 SYNPO TNC TNFAIP2 TUBB2B WNT5B HOLLERN_MICROACINAR_BREAST_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_MICROACINAR_BREAST_TUMOR_UP AASS ABCB6 ACSS1 ATP1B1 BCKDHA BCL2L14 BHLHA15 C6orf58 CA6 CHN2 CLDN2 CPD CREB3L4 DDO DHRS4 DHRS7 ELAPOR1 FAM234B GGNBP1 GJB1 GNE HDAC11 HLA-A HOMER2 IQGAP2 LIG3 LMTK2 LRRC26 MANSC1 MFSD4A NCALD NR4A1 PIK3AP1 PPARGC1A RAP1GAP RASSF3 SIDT1 SLC31A2 SLC7A4 SMPDL3A SPDEF TESC TPD52L1 TSPAN13 TSPAN8 UPB1 HOLLERN_PAPILLARY_BREAST_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_PAPILLARY_BREAST_TUMOR ALDH1A3 ARMCX2 ARMCX4 BBOX1 CEL CNMD CSN1S1 HEY2 HP HPGD KRT19 MUC15 NRARP PGAP4 PLCE1 RHOV SLC43A3 UGT8 WNT5B HOLLERN_SOLID_NODULAR_BREAST_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_SOLID_NODULAR_BREAST_TUMOR_DN ADAMTS9 ANKRD44 AQP1 BMP2 COL2A1 DGKH ENPP2 GJA1 GLI3 HAS2 ICAM1 IFITM1 IGFBP4 IL1R2 LDAF1 LRRC8C NID1 P4HA2 PANX1 PDPN PTPRS RALGPS2 RBMS3 RYR1 SPARC TPST1 TRIM35 TSPAN11 TWIST1 VASH2 HOLLERN_SOLID_NODULAR_BREAST_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_SOLID_NODULAR_BREAST_TUMOR_UP ADCYAP1R1 CD99L2 CGNL1 ITPKA LMO4 LTK MAP3K13 PDZK1IP1 POF1B TSPAN15 WDR72 HOLLERN_SQUAMOUS_BREAST_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLERN_SQUAMOUS_BREAST_TUMOR ACOT1 ACP6 ACSBG1 ADH7 ADTRP AHR APCDD1 AQP3 ASPRV1 ATG9B ATP12A AXIN2 BMP2 BMP4 BMP7 C11orf96 CACNA2D3 CADPS CALML5 CASP14 CDSN CLIP4 CRCT1 CRYBA4 CRYM CST6 CSTA CTPS1 CUX1 CWH43 CYP1B1 CYSRT1 DEFB1 DEGS2 DLX3 DSC1 DST EGR2 ELOVL4 ENDOU FABP5 FGFBP1 GAS7 GATA2 GATA6 GJA1 GJB4 GJB5 GJB6 GLTP GNAI1 GPR87 GPRC5D GSDMA HOPX HOXC13 HRNR HYAL1 ID1 ID3 IDE IL24 IL36RN IRX4 IVL JAG2 KLF4 KLK6 KLK7 KRT1 KRT10 KRT14 KRT15 KRT16 KRT17 KRT25 KRT27 KRT31 KRT33A KRT34 KRT35 KRT36 KRT5 KRT6A KRT6C KRT71 KRT72 KRT75 KRT79 KRT80 KRT81 KRT83 KRT85 KRT86 KRTAP1-3 KRTAP1-4 KRTAP13-2 KRTAP13-4 KRTAP15-1 KRTAP19-3 KRTAP19-8 KRTAP3-1 KRTAP3-2 KRTAP4-1 KRTAP4-3 KRTAP5-2 KRTAP6-3 KRTAP8-1 KRTAP9-9 KRTDAP LCE1F LIMK2 LRP4 LY6G6C MAL MMP7 MSX2 MT2A MT4 N4BP3 NFE2L3 NKD1 NOTUM OVOL1 PADI1 PADI3 PADI4 PARD6G PAWR PIM1 PINLYP PLA2G2E POLR3G POU3F1 PSORS1C2 PTBP3 PTCH2 RALGPS2 RASL11B RDH10 RDH16 RPTN S100A14 S100A3 SCEL SERPINB11 SERPINB2 SERPINB8 SERPINB9 SFN SLC23A3 SLC40A1 SLC46A2 SLCO5A1 SNCAIP SOSTDC1 SP6 SPO11 SPRR1A SYT9 TCF7 TCHH TGM1 TGM3 TNFRSF19 TP63 TRIM29 TUBA8 TUBB3 VAV3 WNT10A WNT6 ZNF703 HOLLMANN_APOPTOSIS_VIA_CD40_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLMANN_APOPTOSIS_VIA_CD40_DN ABHD10 ABL1 ACOT13 ACOT2 ACOT9 AEBP1 AGPS AKIP1 ANKMY2 ANKRD10 ANXA2 ANXA2P2 ANXA5 AP3B1 APBB2 ARMCX6 ATP5MJ ATP6AP1 B3GALNT1 BABAM2 BACH2 BAG3 BCR BDH2 BMP7 BRD3 BRD3OS BTN3A3 BZW2 C8orf33 CANX CASP1 CASP4 CASP6 CASP7 CCNB1IP1 CD58 CD79B CD9 CDH4 CDKN1B CERS6 CHMP2B COA3 CPOX CPVL CREG1 CRELD2 CRTC3 CRYZL1 CTNNA1 CTSC CXCR4 CYB5R2 DECR1 DECR2 DENND2D DENND5A DNMT3A DNPEP DPY19L1 E2F6 EEF1D EFR3A ELAPOR1 ELOVL6 F13A1 FADS1 FADS2 FAM174B FANCF FNDC3B FOCAD GAB2 GATM GFUS GMFG GNPDA1 GOSR1 GSDMD GSE1 GSTM1 GSTO1 GTF2H5 GTF3C1 GTF3C3 GUSBP11 H1-2 H2AC6 H2BC12L H2BC6 H2BC7 HCP5 HDAC9 HLA-B HLA-DRB4 HLA-E HLA-F HLA-G HLA-J HOMER1 HOXA10 HOXB6 HOXB7 HSBP1 IFFO1 IFIH1 IFITM1 IFITM3P7 IFT57 IGHA1 IGLC2 IGLL1 IGLL3P KLHL21 KLHL9 KYAT3 LAMB4 LDAH LDB3 LGALS3BP LITAF LRIF1 LXN LY75 MBP MGAT2 MGST2 MIPEP MPZL1 MRPL57 MSRB1 MSRB2 MSX1 MT1X MTMR2 MTRF1 MX2 MYD88 NAA35 NADK NAXD NDUFB8 NEK3 NINJ1 NIT2 NLRP2 NME4 NOSIP NOTCH2 NPC2 NUDT1 NUP42 NXN OSR2 OXSR1 PARP12 PCBD1 PCTP PDE4B PDLIM1 PGM1 PHYH PKIG PLXND1 PNMA1 PON2 PPA2 PPM1F PPP1CA PPP3CA PSMB8 PSMB9 PSME1 PSPH PYCARD QPRT RAG1 RASGRP2 RCN2 RHOA RNASE6 RNF138 RPH3AL RPL36AL RPL8 RPN1 RPP25 RRBP1 RTP4 RUBCNL RWDD2B RYK S100A11 S1PR4 SATB1 SATB2 SAV1 SEC23IP SEPTIN11 SERPINB1 SERPINF1 SERPINH1 SETMAR SIDT1 SKAP1 SLC16A3 SLC39A4 SMARCE1 SMIM10L1 SP140 SPINT2 SPTBN1 ST3GAL5 STAMBP STAT1 SUB1 SUCLG2 SYNE3 SYNGR3 TAP2 TARS1 TCF4 TCL1A TDRD7 TES TFG THUMPD2 THYN1 TIMM22 TIMM9 TLE1 TMEM131 TMX1 TOR1AIP1 TP53 TRAM1 TRIM13 TRIM22 TRIM44 TRIP6 TSPO UBE2L6 UGDH UROS USP7 UTS2 VIM VPREB1 VPS16 VPS72 VWA8 XK YBX3 ZAP70 ZBTB18 ZC3HAV1 ZKSCAN4 ZNF124 ZNF195 ZNF22 ZNF239 ZNF274 ZNF302 ZNF45 ZNF544 ZSCAN9 HOLLMANN_APOPTOSIS_VIA_CD40_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOLLMANN_APOPTOSIS_VIA_CD40_UP ACAT1 ADAM19 ADCK2 AGO1 AGPAT5 ALDH2 ALDH4A1 ARF3 ARPC1B ARPC2 ARPP19 ASH2L ATP6V1B2 ATP8A1 BASP1 BIN3 BLK BTK CAB39L CAP1 CD22 CD38 CD86 CD99 CDK14 CDKN3 CHMP7 CKAP4 CLSTN1 CLTB CNOT7 COLGALT1 COPS2 COPS3 COPS6 COTL1 CPNE3 CREM CUX1 CYB5R1 CYP39A1 DDX39A DDX3Y DEDD DENND1C DEPTOR DPYSL2 DST DUT E2F1 EAF2 EMC7 EMP3 ENDOD1 ENSA EPB41L2 ETS2 FANCA FLII FNTA FOXN3 G3BP1 GCHFR GM2A GNAS GRK6 GSR GTF2F1 GTF2IRD1 GTPBP6 HBS1L HDAC1 HGSNAT HMGB1 HMGB3 HSPBP1 HSPH1 IFI30 IGKC ILRUN INTS9 IRAG2 IRF8 ISCU ITGB1 ITGB7 JCHAIN KCNN3 KDM5D KIAA0930 LAP3 LCK LEF1 LGALSL LSM1 LSM4 LSR LTBP1 LY9 MAGEH1 MAK16 MAP4K1 MAP4K4 MAPK6 MAST2 MBD2 MCUB MEF2C MEIS2 MEST MFHAS1 MRPL34 MRPS22 MRPS33 MYBL1 MYH10 MYO1E NBEAL2 NCOR2 NEMP1 NFIB NQO2 NR3C1 NRGN NSG1 NUDT11 NUSAP1 PAK2 PARD6A PARN PARP1 PCDHGC3 PCM1 PCMT1 PDCD4-AS1 PDGFD PDLIM2 PEG10 PEMT PEX1 PEX3 PFDN2 PITX1 PLEKHF2 PPP2CB PPP2R2A PPP3CC PPP6R1 PRKCA PRPSAP2 PTPN22 PTPRC PXMP4 RAC2 RAP1B RFTN1 RGCC RGS13 RHEBP1 RNF126 RNF19B RPS4Y1 RUBCN RUNX3 SBF1 SDHB SERF2 SERINC5 SGCB SH2B2 SHMT1 SLC25A6 SLCO4A1 SMC4 SNRPD1 SNU13 SNX10 SNX19 SRP54 SS18 STAP1 SYNE1 SYPL1 TACC1 TBC1D1 TCEA1 TIMELESS TMEM106C TMEM147 TNFRSF17 TOX TRMT12 TSFM TUBA1A TUBA1B TUBA1C TUBB2A USP13 USP34 VAV1 XPO7 XRCC5 ZNF93 HONMA_DOCETAXEL_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HONMA_DOCETAXEL_RESISTANCE ANAPC7 ANGPTL2 APRT ATP5F1E CALR CFL1 CLPTM1L COX7C CTNNB1 DYNLL1 ENO1 FXR1 GAPDH GSTP1 HACD2 HSPA5 IFI6 MAD2L2 MRPL17 MRPS6 MX1 MYDGF NDUFS3 PDCD5 PPP1R14B RACK1 RPL38 RPN2 S100A10 SLC25A3 SQOR TUBA1B TUBB UFM1 ZKSCAN8 HONRADO_BREAST_CANCER_BRCA1_VS_BRCA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HONRADO_BREAST_CANCER_BRCA1_VS_BRCA2 BCL2 BIRC5 CCNA2 CCNB1 CCND1 CCNE1 EGFR EREG IFI27 KRT8 MDM2 MKI67 PGR RAD50 SKP2 TOP2A VIM HOOI_ST7_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOOI_ST7_TARGETS_DN ACSL3 AKR1C3 ALK ANG ANGPTL4 ANKRD36B APOBEC3G ARF3 ARID2 ARMH4 BAMBI C2CD4A C5 CADPS2 CCDC141 CCDC150 CCNG2 CDH12 CEMIP CFAP96 CLIP1 CNTNAP3 COL1A1 CREB3L1 CRIP1 CSGALNACT1 CXCL16 CXCR4 DENND1B DEPP1 DHRS2 DNAH5 ENO2 EPHB3 ETFA EXOC6 FAM131B FN1 FOXA1 GPR160 GUSBP1 GXYLT2 ID2 IGFBP5 IREB2 ITGB8 ITPR1 KDR KLC1 KMT5B LINC00907 LINC00960 MAGEA3 MBTD1 MCAM MCOLN3 MGAT5 MIRLET7BHG MLLT3 MMP1 MMP10 MMP13 MSANTD2 NAA25 NDRG1 NFKBIZ NNMT NOG NPTN-IT1 OBSL1 PAK3 PAK6 PCSK1N PDK1 PDK3 PDLIM4 PFKFB4 PGAP1 PHEX PLA2G7 PPFIA4 PPL PPP1R3B PRKRA RAP2A RBP4 RBPMS SLC14A1 SLC22A23 SPARC SPRY4 SRGAP3 STON1 SYT17 TBC1D8B TCN1 TENT5C TET1 TLCD4 TM4SF1 TMEM30B TMEM45A TMTC1 TP53INP1 TPM4 TRABD2B TRIB2 TSPAN31 TSPAN8 TTN VWA5A WNK3 ZBTB47 ZDHHC13 ZNF395 HOOI_ST7_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOOI_ST7_TARGETS_UP ACACB ADAMTS6 ADGRG6 AHCYL2 ANKRD33B ANXA3 ARHGAP18 ARHGAP26 ASNS ATF3 BAIAP2L1 CALB1 CCBE1 CCSER2 CDA CDH11 CERT1 CLCN4 CPLX1 CYP2U1 DPYD ENDOD1 EVA1A FAM200A FGF5 FHL1 FLNC FUT8-AS1 GLIPR1 GPR87 ID3 IL15 IL31RA IL32 IL6ST IL7R INPP4B ISOC2 JCAD KLHDC10 KLHL29 KRTAP2-3 LAMB3 LHX6 LPXN LRWD1 LY6E MAP3K14 MED13L MEGF6 MEST METTL21A MYO6 NAPEPLD NEXN NLN OGFRL1 PCGF5 PDAP1 PEG10 PI3 PMPCB PODXL PPP1R35 PRR5 RBP7 RBSN RCL1 RESF1 RFWD3 RGMB RUNX2 SERPINE1 SLC27A2 SLC35G1 SMKR1 SNAI2 SOX30 STON2 STRIP2 SUGT1 SYT1 TBILA TBL1X TGFA TMEM168 TNKS2 TNPO3 TRIP6 UGCG WASL ZNF385D ZNF616 HOQUE_METHYLATED_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOQUE_METHYLATED_IN_CANCER APC APOC1 APOD BMP2 BRCA1 CADM1 CALCR CCND2 CDH1 CDH13 CDKN2A CDKN2B CDX1 CDX2 CHFR CREBL2 DAB2 DRD4 EDNRB ESR1 FABP3 FANCF FHIT FOXN2 GATA4 GATA5 GFAP GH2 GSTP1 HIC1 HOXA5 IL17A ME3 MGMT MLH1 PAX5 PTGS2 QDPR RARB RASSF1 RBP1 RUNX3 SEZ6L SFN SFRP1 SFRP4 SFRP5 SNRPN SOCS1 SOCS3 TFAP2A TIMP2 TIMP3 TWIST1 VCAN WT1 HORIUCHI_WTAP_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HORIUCHI_WTAP_TARGETS_DN ABCD3 ACAT2 AKR1B1 ANGPT2 ANKRD46 ANLN APOBEC3B ARF6 ARHGAP18 ARL5B ARL6IP6 ARSB ASF1A ASF1B ASPM ATG9A ATL3 ATP11C ATP2C1 ATP8B2 ATXN10 AURKA AURKB B4GALT6 BCAP29 BIRC5 BMAL2 BNIP2 BTBD6 BUB1 BUB1B BUB3 C11orf58 C12orf57 C1D C1QBP C21orf91 CANX CARD11 CAT CCDC86 CCNA2 CCNB1 CCNB2 CCNC CCT7 CD44 CDC20 CDC25B CDC27 CDCA2 CDCA3 CDCA8 CDH2 CDH5 CDK1 CDKN3 CENPA CENPM CENPN CENPW CEP55 CEP85 CFAP97 CHRNA1 CHST1 CKAP2 CKAP2L CKS1B CKS2 CMPK1 CNN2 COQ3 COX7B CRIP2 CSK CXADR CXCR4 CYTL1 DCXR DDX11 DDX39B DEPDC1 DEPP1 DHFR DKK1 DLAT DLGAP5 DNAJC10 DPY19L1 DRG2 EBPL EDEM1 EEF1B2 ENAH ENY2 ESPL1 FAM83D FANCD2 FASN FBL FBXO32 FDFT1 FDPS FECH FLNA FOXM1 FSD1 FUT11 GLO1 GLS GMFB GMNN GNG10 GSKIP GSPT1 GSR GTSE1 H2AX H2AZ2 H3-3A H4C3 HACL1 HELLS HJURP HMGA1 HMGA2 HMGB2 HMGCR HMMR HNRNPA3 HNRNPA3P1 HOOK3 HSP90AA1 IFNAR1 IMPDH2 ING3 IPO11 ITPRID2 KIF11 KIF14 KIF18B KIF20A KIF22 KIF23 KIF2C KIF4A KLHL8 KNL1 KPNB1 LAMP2 LBR LDHA LDHB LEPROTL1 LIN7C LMNB1 LMNB2 LRP8 LRRC17 LRRC8C LSM4 LXN MAD2L1 MAGED4B MAP1B MAVS MBNL1 MBTPS2 MCM7 MEDAG MELK MGP MKI67 MPP4 MPRIP MRPL48 MSTO1 MTPN MYBL2 NAA15 NAA50 NAP1L1 NCAPD2 NCAPG NDC80 NDUFA7 NEGR1 NEK2 NLN NMT2 NRARP NUCKS1 NUF2 NUP98 NUSAP1 ODC1 OIP5 PAICS PALD1 PAPOLA PAWR PBDC1 PBK PBRM1 PCLAF PDE1C PECAM1 PEG10 PEX13 PGF PGK1 PGRMC2 PHB1 PHF10 PI4K2B PIM3 PIMREG PLK1 PLP2 PNRC2 POLA1 POLD1 POLR1F POLR3G PPIA PPM1A PPP1R2 PRC1 PRR11 PSRC1 PTTG1 PURB RAB3B RACGAP1 RAD51AP1 RASSF2 RFC5 RGS4 RNF11 RPL13 RPL13A RPL15 RPL22L1 RPL3 RPL7A RPL7AP10 RPL7AP36 RPRD2 RPSAP44 RRM1 RRM2 SC5D SEPHS1 SEPTIN10 SGO2 SHMT1 SKA3 SLC25A5 SLC5A3 SMAD2 SMAD5 SNORD60 SNRNP27 SNRPA SPAG5 SPATS2L SPC24 SPC25 SQLE SRPRB ST8SIA4 STON1 STUB1 STYX SULT1B1 SYT1 TDP2 TFB2M TIMM50 TK1 TM9SF3 TMED5 TMEM106B TMEM123 TMEM245 TMEM33 TMEM64 TMEM97 TMPO TMSB15A TOP2A TOR3A TPP1 TPX2 TRBC1 TRBC2 TRIP13 TROAP TSNAX TTK TWF1 TYMS UBE2C UBE2S UBXN2A UHMK1 UHRF1 ULBP2 UNG UQCC2 USP28 USP38 VRK1 WDFY1 WTAP WWTR1 ZDHHC20 ZNF106 ZNF618 HORIUCHI_WTAP_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HORIUCHI_WTAP_TARGETS_UP ABCA1 ABHD5 ACP5 ACSL5 ACTA2 ACVR2B ADAM23 ADAMTS18 ALDH6A1 ANKRD12 ANKRD6 AP1S2 APH1B APOL1 APOLD1 ARHGAP26 ARID5B ARRB1 ART4 ASAH1 ATF3 ATL1 ATP2C1 BAMBI BEX1 BEX2 BIRC3 BIVM BRWD1 BST1 BTN3A3 C11orf96 C2CD2 C6orf58 CASP1 CASP7 CAST CCL2 CD109 CD200 CD58 CDC42EP5 CDH11 CEACAM1 CEBPB CEBPD CEP290 CFB CFH CFI CHD2 CHN2 CHST2 CLPB CNPPD1 COA7 COL27A1 COL4A1 COL5A1 COLEC12 COX7A1 CPPED1 CPQ CRACD CREG1 CRISPLD1 CROT CSF1 CTNS CXCL1 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CYB5R1 DIRAS3 DKK3 DNAJB2 DNASE2 DUSP23 DUSP4 DUSP5 EDNRB EMC6 EMCN ENDOD1 ENTPD1 ENTPD4 EPSTI1 ERAP1 ETFRF1 F8A1 FAM167B FAM200B FBN1 FBXO22 FLT1 FNDC3B FNIP2 FOXN3 FRMD3 GABBR1 GALNT11 GCNT2 GDAP1 GDF3 GFPT1 GLCCI1 GLIDR GLIS3 GLMP GPRASP3 GVINP1 H1-0 H2AC18 H2AC6 H2AJ H2BC5 HES4 HEXA HEY1 HIVEP2 HMCN1 HMOX1 HNMT HOXB7 HTATIP2 HTR2B ICAM1 IFI44 IFIH1 IFIT2 IFIT3 IFRD1 IGF2R IL15 IL1R1 IL7R INPP1 ITFG1 ITGA1 ITGA4 ITM2A ITPR1 ITPR2 JAG1 KALRN KCNJ2 KCTD7 KDM2A KHNYN KIF16B KLF4 KLHL21 KLHL6 LACC1 LAMP3 LETMD1 LGALS3BP LGALSL LIMCH1 LINC00869 LINC01943 LPP LRIF1 LRRC1 LRRC32 LRRC8B LY75 LYRM7 MAFB MAN1C1 MARCHF3 MESD MID2 MIR3142HG MOBP MTRES1 MYL9 MYLIP NDRG4 NFIL3 NNT-AS1 NPIPA1 NR1D1 NR1D2 NR3C1 NUDT16 OLAH OLFML3 OPN3 OSMR OSTM1 PAPPA PAQR3 PARD3B PARP6 PCDH17 PCDHA9 PCGF5 PCMTD1 PCTP PDZD2 PELI1 PER3 PIK3C2B PITPNM3 PLAAT4 PLEK2 PLLP PLPP3 PMP22 PPM1D PPP1R3C PRCP PRKAB2 PRNP PTGFRN PTGS1 PTPN4 PTPRM QPCT RAB22A RAB33A RANBP3 RAPGEF5 RECK RFTN1 RGS2 RIT1 RNF13 RNF213 RNU6-299P RORA RSAD2 SAR1A SCAMP1-AS1 SDC4 SEL1L SELE SERPINE2 SESN3 SH3KBP1 SH3YL1 SIPA1L2 SLC11A2 SLC25A51 SLC2A12 SLC2A3 SLC40A1 SMARCE1 SMCR8 SMOX SNHG7 SNX29 SOD2 SPAG16 SPATA18 SSH1 ST3GAL5 STC2 STX12 TAGLN TANC2 TAPBP TCIM TCN2 TCTA TFEC TFPI TFPI2 TGFA TLR3 TMED4 TMEM127 TMEM167B TMEM200A TMEM45A TNFAIP3 TNFRSF11A TPP1 TREX1 TRIB2 TRIM16 TRIM52-AS1 TSC22D1 TSPAN31 TSPYL5 TXNIP USP47 VCAM1 VLDLR VPS41 ZBTB8A ZEB2 ZFP36L1 ZNF267 ZNF302 ZNF503 ZNF655 ZNF667-AS1 ZNF678 ZNF702P ZNF71 ZNF721 ZNF91 ZSCAN29 ZSCAN30 HORTON_SREBF_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HORTON_SREBF_TARGETS AACS ACACA ACLY ACSS2 ALDOC CYP51A1 ELOVL6 FASN FDFT1 FDPS HMGCS1 HSD17B7 IDI1 INSIG1 LDLR LSS ME1 PCSK9 PMVK RDH11 SC5D SQLE STARD4 TM7SF2 HOSHIDA_LIVER_CANCER_LATE_RECURRENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_LATE_RECURRENCE_DN ACP2 ADRA1A ADRA2B ALAD APBA1 ART1 ATP5F1D BPI CASP6 CDA CDH17 CHRNA5 COBLL1 CTNND1 CUX2 DACH1 DHRS2 ENPP1 FDX1 GAB1 GADD45G GARNL3 GCHFR GCKR GHRHR GLRA2 H1-6 HAAO HSPBP1 INSM1 ITPRID2 LCAT LHCGR MAOA MME MOBP NAP1L3 PCYT2 PEMT PHGDH PIR PITX1 PKIA PMM1 PMP2 POU3F2 PPOX PPP1R1A PRKAR1B PRL PSMB3 RHAG SC5D SLC35D1 SMAD1 SMCP SPINK5 ST3GAL6 SULT1A1 TEK TESK1 THRB TJP2 TMEM11 U2AF2 URB2 USF2 USP14 ZBTB5 ZER1 HOSHIDA_LIVER_CANCER_LATE_RECURRENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_LATE_RECURRENCE_UP ACTR2 AKAP13 ANXA1 AOAH ATRX CAP1 CD3D CD48 CD74 CDH1 CDH13 CLDN10 CLDN7 CPXM1 CTSK CYP3A7 DSC3 FAM13A FGL2 FRZB GABRE GOLGB1 GPX2 GTF2B H2BC7 HDAC2 HSPA1B ITGBL1 KMT2A LAMB1 LGALS4 LUM MMP14 MPZL1 MSH2 NGF NKG7 OSBPL1A P3H4 PCNA PF4 PLD1 POU2F2 PPP1CB PSMB9 RALY RASGRP1 RGCC RNF216 RTL8C SH3YL1 SLC12A2 SLC8A1 SLF2 SNAI2 STAT1 TACC1 TCF4 TES TNFAIP3 UBD UBE2A HOSHIDA_LIVER_CANCER_SUBCLASS_S1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SUBCLASS_S1 ACP5 ACTA2 ADAM15 ADAM8 ADAM9 AEBP1 AIF1 AKT3 ALDOA ALOX5AP ANXA1 ANXA4 ANXA5 AP2S1 AQP1 ARF5 ARHGDIB ARPC1B ARPC2 ASAH1 ATP1B3 ATP6AP1 ATP6V0B ATP6V1B2 ATP6V1F BCL2A1 BLVRA C1QB C3AR1 CAPZA1 CBFB CCL3 CCL5 CCN1 CCN2 CCND2 CCR7 CD151 CD37 CD3D CD47 CD48 CD53 CD74 CD8A CDC20 CDC25B CDH11 CDK2AP1 CELF2 CHN1 COL11A1 COL15A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A2 COL6A1 COL6A2 CORO1A CRABP2 CRIP2 CSRP3 CTSC CTSS CXCL1 CXCR4 CYBA CYBB CYFIP1 CYP1B1 DAB2 DCTN2 DDR1 DDR2 DDX11 DGKA DGKZ DNM2 DPYSL2 DUSP5 DUT EFEMP1 EFNB1 F13A1 FBN1 FBRS FCGBP FCGR2A FGL2 FHL3 FLNA FUT4 FYB1 GEM GLIPR1 GNAI2 GNS GPNMB GRN GSTP1 GUCY1A1 GYPC HCLS1 HEXA HIF1A HK1 HLA-DMA HLA-DOA HLA-DPB1 HLA-DQA2 HLA-DQB1 ID3 IER3 IFI16 IFI30 IGFBP5 IGKC IGLL1 IKBKE IL15RA IL2RB IL2RG IL7R IQGAP1 IRF1 ITGB2 ITPR3 KLC1 KLF5 LAMB1 LAPTM5 LCP1 LDHB LGALS1 LGALS3BP LGALS9 LGMN LHFPL2 LITAF LMO4 LOX LSP1 LTBP2 LTBP3 LTF LUM LYN M6PR MAP1B ME1 MFAP1 MGP MPHOSPH6 MSN MTHFD2 MYCBP2 NBL1 NPC2 NSMAF OAZ1 PAK1 PAM PAPSS1 PCLAF PEA15 PFN1 PGK1 PIM2 PKD2 PKMYT1 PKN1 PLAUR PLD3 PLP2 PNP POLD3 POSTN PPIC PPP1CB PPP4C PPP4R1 PRKD2 PRMT5 PROCR PSMD2 PTPRC PYGB QSOX1 RAB31 RALB RALGDS RCC1 RHOA RIN2 RIT1 RNASE1 RNASE6 RPA2 RSU1 S100A10 S100A11 S100A13 SLA SLBP SLC1A5 SLC2A1 SLC2A5 SLC39A6 SLC7A5 SMAD2 SMARCD1 SPAG8 SRGN SRI STK38 STX3 TAGLN TAX1BP3 TCF4 TFF3 THY1 TIMP2 TMSB4X TNFRSF1B TP53BP1 TPM2 TRAF3 TRAF5 TRIP10 TSPAN3 TUBA4A VCAN ZNF384 HOSHIDA_LIVER_CANCER_SUBCLASS_S2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SUBCLASS_S2 ABCB10 ABCD3 ACP1 ADD3 AFP AHCY ARHGAP35 ARID3A ATF2 ATM ATP2B1 ATP2B2 ATP5PB ATXN10 BCAM BCLAF1 BRD3 BTG3 CASC3 CD46 CDK6 CHKA CLK2 COL2A1 CPD CSE1L CSNK2A1 CSNK2A2 CTNNB1 CUL4A CXADR DDX1 DDX18 DEK EIF4A2 EIF4B ENPP1 EP300 ERBB3 FBL FGFR3 FGFR4 FLNB GBF1 GCN1 GLUD1 GNAI1 GPC3 GTF2I GTF3C2 H1-0 HELZ HMGCR HNRNPA2B1 HNRNPC HNRNPU IDI1 IGF2 IGF2R ITIH2 KLF3 LBR MAPK6 MEST NCOA4 NET1 NR2C1 NR5A2 NREP NT5E NUP153 PEG3 PHF3 PHKA2 PIGC PLXNB1 PNN POFUT1 PPARG PPP2R1A PRDX3 PTOV1 RAB4A RBM39 RPL24 RPL27 RPL31 RPS19 RPS24 RPS25 RPS27 RPS5 RRP1B SEPHS1 SLC6A2 SLC6A5 SMARCA1 SMARCC1 SNRPE SNTB1 SREBF2 SSB SUMO1 SUZ12 TARBP1 TBCE TFIP11 TIA1 TIAL1 TM9SF4 TP53BP2 TPR TRIM26 TTC3 UBE2K HOSHIDA_LIVER_CANCER_SUBCLASS_S3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SUBCLASS_S3 ABCB4 ABCC6 ABHD2 ACAA2 ACADM ACADS ACADSB ACADVL ACO1 ACOX1 ACOX2 ACSL1 ACY1 ADA2 ADH4 ADH6 ADK AGL AGXT AKR1C1 ALAS1 ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH4A1 ALDH6A1 ALDH7A1 ALDOB ALPL AMFR AMT ANXA6 AOC1 APCS APOA1 APOC2 APOC4 APOH AQP7 ARG1 ARHGEF12 ARSA ASCL1 ASGR1 ASGR2 ASL ASS1 ATOX1 ATP5F1D ATP5PF AZGP1 BAAT BDH1 BHMT BLOC1S1 BLVRB BPHL BTD C1R C1S C4A C4BPA C8B CA2 CAT CBR1 CD14 CD302 CD81 CES1 CFB CFH CGREF1 CNGA1 COL18A1 COX5B CP CPA3 CPA4 CPB2 CPS1 CRABP1 CRYAA CRYM CSTB CTH CTSO CXCL2 CYB5A CYFIP2 CYP21A2 CYP27A1 CYP2C9 CYP2J2 CYP3A7 DAO DCAF8 DECR1 DNASE1L3 DPAGT1 DRG2 ECHS1 ECI1 EDNRB EGFR EHHADH EMP2 EPAS1 EPHX1 ETS2 F11 F2 F5 FAH FANCA FGB FGG FH FKBP2 FLT4 FMO4 FOXO1 FXR2 GCH1 GCHFR GCKR GGH GHR GJB1 GLYAT GOT2 GPT GPX2 GPX3 GSTA2 GSTO1 GSTZ1 HAAO HADH HGD HMGCS2 HMOX2 HPD HRG HSD17B10 HSD17B4 ICAM3 IDH2 IDH3A IFIT1 IGF1 IL13RA1 IL32 IL6R IMPA1 INSR IQGAP2 ISG15 ITIH1 ITIH3 ITIH4 ITPR2 IVD KCNJ8 KLKB1 KMO KNG1 LCAT LONP1 LPIN1 LPIN2 MAOA MAOB MAPRE3 MGST2 MME MMUT MSMO1 MT2A MTHFD1 MTHFS MYLK MYO1E NDUFV2 NFIB NFIC NFKBIA NHERF2 NNMT NRG1 PAH PAPSS2 PCCA PCCB PCK1 PCK2 PDK4 PGM1 PGRMC1 PIK3R1 PKLR PLA2G2A PLCG2 PLG PLGLB2 PNPLA4 POLD4 PON3 PPP2R1B PROS1 PTGR1 PTS QDPR RARRES2 RBP5 RGN RHOB RIDA RNASE4 SBDS SDC1 SDHB SDS SELENBP1 SELENOP SERPINA3 SERPINA6 SERPINC1 SERPING1 SHB SHMT1 SLC10A1 SLC16A2 SLC23A1 SLC23A2 SLC2A2 SLC35D1 SLC6A1 SLC6A12 SLC7A2 SLCO2A1 SLPI SMARCA2 SOAT1 SOD1 SOD2 SORL1 SPAM1 SPARCL1 SRD5A1 SREBF1 SULT2A1 TCEA2 TDO2 TGFBR3 TINAGL1 TJP2 TMBIM6 TMOD1 TOB1 TPMT TST UQCRB VSIG2 ZNF160 HOSHIDA_LIVER_CANCER_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SURVIVAL_DN AARS1 ACOT2 ACSM3 ADH5 ADH6 ADRA2B AKR1A1 AKR1D1 ALAS1 ALDH9A1 ANKRD46 AOX1 AR ARF4 ART1 ATP2C1 ATP5F1D ATP6AP2 BAIAP2 C4BPB C5 C8B C9 CALCR CCT8 CPN1 CPOX CREB1 CTBS CUX2 CYB5A CYP2B6 DAD1 DCAF11 DLGAP4 DOCK4 DST EIF2B1 EMD ERCC5 F9 GCGR GCKR GGCX GHR GJB1 GRK4 GRM5 GSTM1 HAAO HABP2 HMGCL HMGCR HSPE1 IGF1 IMPA1 INSM1 ITPRID2 KCNJ3 LIPC MPC2 MSH6 MZB1 NAAA NARS2 NENF NIBAN1 PCK1 PCYT2 PFKFB1 PIGK PKLR PLAAT3 PLCB3 PLCG2 PLG PMM1 POLRMT PON3 PPP1R1A PROS1 PSMB3 PTPN18 PTPN2 RAD52 RFC2 RLF RPS6KA5 RRM1 SC5D SCG5 SDHC SELENBP1 SLC37A4 SLC4A4 SNX10 SREBF2 SRSF2 SUCLG1 TAF1C TDO2 TIMM8A TM7SF2 TMEM97 TRAF6 TTR TXN2 USP14 VPS41 XPA ZBTB17 ZER1 ZNF185 HOSHIDA_LIVER_CANCER_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOSHIDA_LIVER_CANCER_SURVIVAL_UP ABLIM1 ACTR2 ADD3 AEBP1 AKAP13 ANXA1 ANXA3 AP1B1 ATP4B BCL2 CCDC6 CCL19 CCL21 CD48 CHERP CHSY1 CILK1 COL16A1 COL4A1 COL6A3 CPA3 CTNND2 CXCR4 DAB2 DDR1 DUSP5 EGF ELOVL2 EMP2 EPHA4 EPM2AIP1 FBN1 FILIP1L FMO1 FSHB GBA1 GPX2 HDAC9 HMG20B IER3 IFI30 IGFBP6 IQGAP1 ITGA9 KRT7 LOXL2 LPAR2 LPP MMP7 NCAPH NFKB2 NOL7 NOS2 NTS PODXL PRKG2 PSMB9 RBM34 RNASE1 SERPINB2 SERPINB8 SH3GL2 SLC12A2 SLC7A1 SLIT3 SP100 TCF4 TEAD4 TGFB1I1 TNK2 TRIO TSC22D2 WIPF1 HOUNKPE_HOUSEKEEPING_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOUNKPE_HOUSEKEEPING_GENES AAMP AAR2 AARS1 AARSD1 AASDHPPT ABCE1 ABCF2 ACAD9 ACBD3 ACBD6 ACTR1A ACTR1B ACTR2 ADH5 ADIPOR2 ADRM1 AGAP3 AGGF1 AHSA1 AIDA AIP AK2 AK3 AKIRIN1 AKIRIN2 AKT1 ALDH9A1 ALKBH5 AMFR ANAPC2 ANKFY1 ANKLE2 ANKRD10 ANKRD40 ANKRD52 ANKS1A ANP32A ANP32B AP1G1 AP2M1 AP3M1 AP3S2 APEH APH1A API5 APPL1 ARAF ARCN1 ARF1 ARF4 ARFGAP2 ARFGAP3 ARFGEF2 ARHGAP1 ARIH2 ARL1 ARL14EP ARL6IP1 ARL8B ARMC1 ARMCX3 ARNT ARPC2 ARPP19 ASNSD1 ASXL1 ATF6 ATF6B ATG101 ATG3 ATP5PF ATP6AP2 ATP6V0E1 ATPAF1 B4GALT7 BAD BAG1 BAG6 BANF1 BAP1 BAZ1B BCAP31 BCCIP BCKDK BET1L BFAR BLOC1S2 BLTP2 BMI1 BNIP3L BOD1 BORCS7 BRD3 BRD4 BRK1 BRMS1 BSDC1 BTBD1 BTBD2 BTF3 BTF3L4 BUB3 BUD31 BZW1 C11orf98 C14orf119 C1orf174 C1orf43 C6orf120 C6orf89 C9orf78 CAB39 CACTIN CALM1 CALR CAND1 CASC3 CBX1 CBY1 CCAR2 CCDC124 CCDC22 CCDC47 CCDC50 CCDC97 CCNI CCNK CCT2 CCT4 CCZ1 CD2BP2 CDC123 CDC16 CDC23 CDC26 CDC34 CDC37 CDC37L1 CDC42 CDC42SE1 CDC5L CDK4 CDKN1B CEBPZ CEBPZOS CFDP1 CFL1 CGGBP1 CHCHD1 CHMP2A CHMP2B CHMP3 CHMP4B CHMP6 CHP1 CHTOP CIPC CLNS1A CLPP CLPTM1 CLPTM1L CMAS CMPK1 CMTR1 CNBP CNOT11 CNPPD1 COA3 COA5 COA6 COASY COG3 COG7 COMMD7 COMT COPA COPB2 COPE COPG1 COPS4 COPS5 COPS6 COPZ1 COQ5 COX15 COX17 CREBBP CRK CRKL CRTC3 CSNK1A1 CSNK1D CSNK1G2 CSNK2A1 CSNK2A2 CSNK2B CTBP1 CTDNEP1 CTNNB1 CTNNBL1 CUEDC2 CUL1 CUL3 CUL4B CUTA CYB5B DAD1 DAP3 DARS1 DCAF12 DCAF15 DCAF5 DCTN2 DCTN3 DCTN4 DCTPP1 DDB1 DDX1 DDX17 DDX18 DDX19A DDX23 DDX27 DDX47 DDX51 DEAF1 DENND6A DENR DERL1 DHPS DHX15 DHX29 DHX38 DHX40 DIMT1 DNAJA1 DNAJA2 DNAJA3 DNAJB11 DNAJB6 DNAJC1 DNAJC11 DNAJC13 DNAJC3 DNAJC4 DNAJC5 DNAJC7 DNAJC8 DNAJC9 DNLZ DNTTIP1 DPY30 DRG1 DUSP11 DYNC1LI1 DYNLRB1 E2F4 E4F1 EAPP EBAG9 EBNA1BP2 EDC3 EEF1D EEFSEC EGLN2 EIF1AX EIF1B EIF2AK1 EIF2B1 EIF2D EIF2S1 EIF2S2 EIF3A EIF3B EIF3D EIF3E EIF3G EIF3I EIF3K EIF3M EIF4A1 EIF4A3 EIF4B EIF4G2 EIF4H EIF5A EIF5B ELAVL1 ELK1 ELL ELOF1 EMC2 EMC3 EMC4 EMC6 EMC7 EMC8 EMD ENSA EPN1 ERAL1 ERGIC1 ERGIC3 ERH ERI3 ERLEC1 ERP29 ERP44 ETF1 EXOC2 EXOSC4 FAF2 FAM168A FAM168B FAM20B FAM32A FAM50A FAM98A FBL FBXL3 FBXO28 FBXO42 FBXW4 FBXW5 FCF1 FEM1B FHIP2A FIBP FIS1 FIZ1 FKBP8 FLCN FRG1 FTSJ3 FUBP3 FXR2 FZR1 G3BP1 G3BP2 G6PC3 GABARAPL2 GATAD1 GATAD2B GBF1 GDI2 GET3 GET4 GFUS GGA2 GID8 GLE1 GNB1 GNL2 GNPAT GNPTG GOLGA3 GOLGA4 GOLPH3 GORASP2 GOSR2 GPBP1 GPI GPKOW GPN2 GPN3 GPX4 GSK3A GSPT1 GSTO1 GTF2B GTF2E2 GTF2F1 GTF2F2 GTF3A GTF3C3 GTF3C6 GTPBP1 GUK1 H2AZ2 H3-3B HAPSTR1 HAT1 HAX1 HCFC1 HDLBP HERPUD2 HGS HIGD1A HINT1 HIPK1 HMGXB3 HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPD HNRNPDL HNRNPM HNRNPU HNRNPUL1 HNRNPUL2 HP1BP3 HSBP1 HSD17B12 HSF1 HSP90AB1 HSP90B1 HSPA4 HSPE1 HTATSF1 HTT ICMT IER3IP1 IGBP1 IK ILF2 ILF3 ILKAP INO80 INTS10 INTS12 IPO5 IPO8 IPO9 IQSEC1 ISCA2 ISCU ITCH IWS1 JAGN1 JAK1 JOSD1 JTB KARS1 KAT8 KBTBD2 KCMF1 KCTD20 KCTD5 KDELR1 KDELR2 KDM1A KDM2A KDM4B KEAP1 KHDRBS1 KHSRP KIAA0319L KIFBP KLHDC10 KPNA1 KPNA3 KPNA4 KPNA6 KRAS KXD1 LAMP2 LAMTOR1 LAMTOR5 LARP1 LARP4B LARS1 LCMT1 LDB1 LEMD2 LENG1 LENG8 LMAN1 LMAN2 LMF2 LONP1 LONP2 LRPAP1 LRPPRC LRRC41 LRRC59 LSM1 LSM12 LSM14A LSM14B LSM4 LTV1 LUC7L3 LYSET MAEA MAGOH MAN1A2 MAP2K1 MAP2K2 MAPK1 MAPK1IP1L MAPK8IP3 MAPRE1 MARCHF5 MAU2 MAX MAZ MBD1 MBD2 MCCC2 MCMBP MCRS1 MCTS1 MEA1 MECP2 MED10 MED13 MED19 MED21 MED25 MED28 MED4 MED9 MEPCE METTL9 MFN2 MFSD14A MGRN1 MIEF1 MKRN2 MLEC MLF2 MMADHC MORC2 MORF4L1 MORF4L2 MPHOSPH10 MRPL14 MRPL17 MRPL18 MRPL22 MRPL24 MRPL28 MRPL36 MRPL37 MRPL38 MRPL39 MRPL41 MRPL43 MRPL44 MRPL49 MRPL51 MRPL57 MRPL9 MRPS10 MRPS14 MRPS16 MRPS17 MRPS2 MRPS25 MRPS28 MRPS30 MRPS5 MRPS9 MRTO4 MSL1 MSL2 MTCH1 MTDH MTFR1L MTOR MTPN MYCBP2 MYDGF NACA NAP1L1 NAP1L4 NAPA NAPG NARS1 NAT10 NCBP1 NCBP2 NCL NCOA5 NDST1 NDUFAF2 NDUFB8 NEDD8 NELFB NFATC2IP NFX1 NFYB NGDN NGRN NIFK NMD3 NMT1 NOB1 NOL7 NOP14 NOP9 NOSIP NPEPPS NPLOC4 NRBP1 NSA2 NSMCE1 NSMCE4A NT5C2 NUCKS1 NUDC NUDT16L1 NUDT21 NUDT9 NUFIP2 NUMA1 NUP133 NUP153 NUS1 NXF1 OGT OS9 OSBP OST4 OSTC OTUB1 OTUD4 OXSR1 P4HB PA2G4 PABIR1 PABPN1 PACS1 PACSIN2 PAF1 PAFAH1B1 PAFAH1B2 PAIP1 PARK7 PARN PARP1 PATL1 PBDC1 PBX2 PCBP1 PCBP2 PCGF3 PCIF1 PCMT1 PCMTD2 PCSK7 PCYOX1 PCYT1A PDAP1 PDCD6 PDCD7 PDIA3 PDIA6 PDPK1 PDS5A PDZD11 PELP1 PFDN1 PFDN2 PGAM5 PGRMC2 PHAF1 PHF12 PHF5A PHRF1 PIGH PIN1 PIP5K1C PITHD1 PLAA PMPCA PMPCB PNO1 PNRC2 POFUT1 POLD2 POLE3 POLR1D POLR2C POLR2J POLR2K POLR3C POP7 PPIB PPID PPP1CC PPP1R11 PPP1R15B PPP1R37 PPP1R8 PPP2CA PPP2CB PPP2R1A PPP2R5A PPP2R5C PPP2R5E PPP5C PPP6C PPP6R1 PPP6R2 PPT1 PPTC7 PRCC PRDM4 PRDX5 PREB PREP PRKAA1 PRKAR1A PRKAR2A PRKCSH PRKRA PRPF18 PRPF19 PRPF38A PRPS1 PRPSAP1 PSMA2 PSMA5 PSMA6 PSMA7 PSMB1 PSMB2 PSMB4 PSMB6 PSMB7 PSMC1 PSMC3 PSMC5 PSMD1 PSMD10 PSMD11 PSMD12 PSMD14 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSME3 PSME3IP1 PSMG2 PSMG3 PTEN PTPN11 PTRH2 PUF60 PUM2 PURB PWP1 PWP2 QRICH1 R3HCC1 RAB11A RAB11B RAB14 RAB1B RAB2A RAB35 RAB3GAP1 RAB5A RAB6A RAB7A RAB9A RABGGTB RABL6 RAC1 RAD21 RAD23A RAD23B RALA RALBP1 RALY RANBP1 RANBP10 RANBP2 RANBP9 RANGAP1 RARS2 RBCK1 RBM14 RBM17 RBM25 RBM4 RBM42 RBM8A RBMX2 RBX1 RC3H2 RER1 RERE RGP1 RHBDD2 RHEB RHOT2 RING1 RMND5A RNF113A RNF139 RNF167 RNF168 RNF181 RNF20 RNF216 RNPS1 RPA1 RPA2 RPL15 RPL22 RPL35A RPL4 RPL7L1 RPN1 RPN2 RPS19BP1 RRAGA RRN3 RRP36 RRP7A RRP9 RSL24D1 RSRC2 RTCB RTF1 RUVBL1 SAP18 SAR1A SARNP SARS1 SART1 SART3 SAV1 SBDS SCAF1 SCYL1 SCYL2 SDF4 SDHAF2 SEC13 SEC24B SEC31A SEC61B SEC62 SENP2 SENP5 SEPHS1 SERBP1 SERP1 SETD5 SF1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B4 SF3B5 SF3B6 SFPQ SGTA SH2B1 SH3GL1 SHARPIN SKIC3 SKP1 SLC25A11 SLC25A28 SLC25A3 SLC25A5 SLC30A5 SLC30A9 SLC35A1 SLC35A4 SLC35E1 SLC39A6 SLC4A1AP SLIRP SLTM SLU7 SMAD2 SMAP1 SMARCA5 SMARCB1 SMARCC1 SMC1A SMDT1 SMIM11 SMIM12 SMPD1 SMU1 SMYD5 SNAP29 SNAPIN SND1 SNF8 SNRNP35 SNRNP70 SNRPA SNRPB SNRPD3 SNX1 SNX12 SNX19 SNX27 SNX3 SOD1 SON SP1 SP2 SPAG7 SPAG9 SPG11 SPG7 SPPL3 SPRYD3 SPTSSA SREBF2 SRM SRP14 SRP9 SRPRB SRRM1 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF4 SRSF6 SRSF9 SSBP1 SSNA1 SSR2 SSR3 SSRP1 SSU72 ST13 STAT3 STAU1 STIM1 STIP1 STK11 STK24 STK38 STRAP STRN4 STT3B STUB1 STX4 STX5 STX8 SUB1 SUGT1 SUMO1 SUPT6H SURF4 SYF2 SYNCRIP TAB1 TADA2B TADA3 TAF10 TAOK2 TARDBP TAX1BP1 TBC1D20 TBCA TBCB TBCD TBK1 TBL1XR1 TCF25 TCP1 TERF2IP TEX261 THAP11 THOC7 THRAP3 TIMM17A TIMM17B TIMM22 TM9SF3 TMBIM6 TMCO1 TMED1 TMED10 TMED4 TMED9 TMEM101 TMEM127 TMEM147 TMEM165 TMEM183A TMEM203 TMEM219 TMEM230 TMEM245 TMEM248 TMEM256 TMEM258 TMEM259 TMEM30A TMEM42 TMEM50A TMEM60 TMX3 TMX4 TNKS TNKS2 TOLLIP TOMM20 TOMM22 TOMM70 TOR1A TOR1B TPI1 TPP2 TRAM1 TRAPPC3 TRIM28 TRIP12 TRIP4 TRMT112 TRPC4AP TSN TSPYL1 TSR1 TSR3 TTC1 TUBG1 TUSC2 TUT1 TXN2 TXNDC12 TXNDC9 TXNL1 U2AF1 U2AF2 UBA1 UBA2 UBAC1 UBAP2L UBE2D2 UBE2F UBE2G1 UBE2I UBE2J1 UBE2K UBE2Q1 UBE2R2 UBE2Z UBE3C UBFD1 UBL4A UBL5 UBL7 UBP1 UBQLN1 UBQLN4 UBR4 UBXN1 UFC1 UFL1 UFM1 UGP2 UROD USB1 USP14 USP22 USP39 USP4 USP48 UTP18 UTP3 VCP VDAC1 VEZF1 VPS16 VPS25 VPS26A VPS26B VPS29 VPS36 VPS37C VPS51 VPS52 VTI1B WAC WASL WBP4 WDR45B WDR46 WDR55 WDR82 WDR83OS WHAMM WIPI2 WRNIP1 XPOT YARS1 YIF1A YIPF3 YKT6 YME1L1 YTHDC1 YTHDF1 YWHAB YWHAE YWHAQ YY1 ZBTB17 ZC3H11A ZC3H15 ZC3H18 ZC3H3 ZDHHC6 ZDHHC7 ZFP91 ZFPL1 ZFYVE21 ZMAT2 ZMIZ1 ZMPSTE24 ZMYND19 ZNF146 ZNF330 ZNF593 ZNF706 ZNF777 ZNF865 ZRANB1 ZRANB2 ZRSR2 ZYG11B HOUSTIS_ROS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOUSTIS_ROS BAX CAT CP CYP1B1 FTH1 GCLM GLRX GLRX2 GPX2 GPX3 GPX4 GPX5 GSR HMOX1 HMOX2 HP HPX MT1A MT2A PRDX1 PRDX2 PRDX3 PRDX4 PRDX6 RHOA SCAF4 SDC4 SOD1 SOD2 SOD3 TXN TXN2 TXNIP TXNRD1 TXNRD2 XDH HOWLIN_CITED1_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_CITED1_TARGETS_1_DN ABCB7 AKR1B1 AMACR ANGEL2 ASPH ATP1A2 BTBD1 CAP1 CDH11 CITED1 CLCA2 CRYAB EPB41L2 GALC HGF HIF1A IDO1 IER5 IFI16 JAK1 LIN7C MPZL2 NABP1 NR1D2 PALS1 PDGFD RAB6B RAD51AP1 RNF14 SC5D SERINC1 SLC25A24 SYT13 TFRC THBS1 TMEM30B TRIM34 UAP1 VPS53 HOWLIN_CITED1_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_CITED1_TARGETS_1_UP AIF1L ARHGAP9 CBX5 CD8A CLEC3B CNOT3 CPA5 DDX6 DPP4 EIF3L FGF23 GDPD3 GPC3 HAL HLA-B IL1R2 IL6R JAK1 KCNK1 KIF5B KRT85 MALAT1 MBP MLF1 NEMP2 NR2F2 PANK3 RBFOX2 RBM5 RESF1 SAMHD1 SNCA TMEM100 XIST ZBTB20 ZNF689 HOWLIN_CITED1_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_CITED1_TARGETS_2_DN AMACR BID BPGM CAVIN3 CHRDL1 CITED1 FGG GALC MPZL2 PHGDH SLC41A2 SORL1 STC2 TMEM45B TRIM34 TRIM5 VAMP3 ZNF519 HOWLIN_CITED1_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_CITED1_TARGETS_2_UP CD24 DYNLT1 FBXO32 GBP2 IFI44 IQGAP1 KIF18A LACTB2 MALAT1 MAP3K7 MYB NFIA RESF1 SGCG SMARCA4 SPRR1A TRIM27 UCP1 WNT5A XIST HOWLIN_PUBERTAL_MAMMARY_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HOWLIN_PUBERTAL_MAMMARY_GLAND ANGPTL2 AOX1 APBB1IP APOD AREG CALML5 CCL23 CCL7 CCL8 CFH CITED1 COL18A1 COMT CPXM1 CTSB CXCL12 CYP4V2 DBP ELOVL6 EPS15 EPS8 EVI2A FCGR2B FCRLA FOXA1 HAL HSD11B1 IDI1 IFI16 IL1R2 INHBB KLF4 KRT10 KRTAP6-3 LIMD2 LSP1 MARCO MSR1 MYCL NAT8 NFIL3 NPR3 NPY6R PCK1 PDGFRA PENK PI4KA PROM1 PRRX2 PTEN PTN RECK REG3A RNASE3 RSPH3 S100A9 SFRP4 SLC30A1 SLC6A6 SMS TDRP THBS2 TNF TWIST1 VEGFD VPREB3 HO_LIVER_CANCER_VASCULAR_INVASION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HO_LIVER_CANCER_VASCULAR_INVASION AMPD3 CA2 CSF3R MAGEA9 OGG1 RAB39A RPAP1 RYR1 SERPINB6 TAF4B TRIM8 UBE3C ZNF687 HSIAO_HOUSEKEEPING_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSIAO_HOUSEKEEPING_GENES AAMP AARS1 ABLIM1 ACKR1 ACTB ACTG1 AGPAT1 ALDOA ANP32B ANXA11 ANXA2 AP3S1 APEX1 APLP2 ARAF ARF1 ARF3 ARF4 ARHGAP1 ARHGDIB ARL6IP1 ARPC2 ATF4 ATIC ATOX1 ATP5F1A ATP5F1B ATP5F1C ATP5MC1 ATP5MC2 ATP5MC3 ATP5PB ATP6V1F B2M BCAP31 BCLAF1 BECN1 BRD2 BTG2 BUD31 C1QBP CALM2 CANX CAP1 CAPN2 CAPNS1 CAPZA1 CASC3 CAST CCND2 CCNI CCR9 CCT4 CD164 CD34 CD3E CD63 CD74 CD81 CES2 CETN2 CFL1 CHI3L2 CHKB CIRBP CLIC1 CLTA CLTC CLU COMT COPA COPS6 COX10 COX4I1 COX6A1 COX6B1 COX6C COX7A2 COX7C COX8A CSNK2B CST3 CSTB CTDSP2 CTNNB1 CYB5R3 DAZAP2 DCTN2 DDB1 DDT DDX39B DDX5 DHPS DSTN DUSP1 DVL3 DYNLL1 ECHS1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3C EIF3E EIF3F EIF4A1 EIF4A2 EIF4A3 EIF4G2 EIF4H ENO1 ERH ESD EZR FAM193A FAS FBL FCGRT FHL1 FKBP1A FKBP4 FLNA FMOD FNTA FTH1 FTL FUCA1 FUS FYN GAPDH GDI2 GLUL GNAS GNB1 GPS1 GPS2 GPX4 GSTO1 GSTP1 GUSB H2AC18 H2AZ1 H3-3A H3-3B HDAC1 HINT1 HLA-A HLA-B HLA-DOA HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-E HMGB1 HMGN2 HNRNPA1 HNRNPC HNRNPF HNRNPK HNRNPL HPN HSP90AA1 HSP90AB1 HSPB1 HSPD1 HTRA1 HYAL2 IFITM1 IFITM3 ILK IQGAP1 IRAK1 ISG20 ITGB1 ITPK1 JOSD1 JUNB JUND KARS1 KAT6A LAMP1 LASP1 LDHA LDHB LGALS1 LGALS3 LINC02967 LTA4H MARCKS MAZ MDH1 MGP MGST2 MLF2 MLH1 MORF4L2 MPRIP MSN MT-RNR1 MT2A MYH9 NACA NAP1L1 NCL NCOR2 NCSTN NDRG1 NDUFA12 NDUFA4 NDUFV2 NEDD8 NFIB NFKBIA NONO NPC2 NPIPB3 NPM1 OAZ1 OS9 PABPC1 PARP1 PAX6 PCBP2 PDLIM1 PEBP1 PFDN5 PFN1 PGAM1 PGK1 PHB2 PI4KA PIM1 PLP2 POLR2L PPIA PRDX1 PRDX6 PSAP PSD PSEN1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMC1 PSMD2 PSMD7 PSMD8 PSME1 PTDSS1 PTMA PTP4A2 PTPN6 QARS1 RAC1 RACK1 RBPMS RER1 RFTN1 RHOA RPA2 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23 RPL23A RPL24 RPL27 RPL27A RPL28 RPL29 RPL3 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL36AL RPL37A RPL38 RPL39 RPL4 RPL41 RPL6 RPL7 RPL7A RPL8 RPL9P7 RPLP0 RPLP1 RPLP2 RPN2 RPS10 RPS11 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS21 RPS23 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS5 RPS6 RPS7 RPS8 RPS9 RPSA S100A10 SARS1 SEC61B SELENOW SEPTIN2 SERPINA3 SERPINB6 SET SF1 SF3B2 SLC25A3 SLC25A5 SLC25A6 SLC6A8 SNRNP70 SNRPD2 SNRPN SOD1 SON SPCS2 SPTBN1 SQSTM1 SRP14 SSB SSR2 STAT3 STMN1 STOM SURF1 TAGLN2 TAX1BP1 TCEA1 TLE5 TMBIM6 TMED10 TMSB10 TMSB4X TPR TPT1 TRAF4 TRIM28 TUBBP1 TXN TXNIP UBA1 UBA52 UBB UBC UBE2C UBE2D3 UQCRB UQCRH USP11 VDAC2 VIM VPS72 WARS1 XBP1 XPO1 YBX1 YWHAB YWHAH YWHAQ YWHAZ ZFP36 ZNF91 HSIAO_LIVER_SPECIFIC_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HSIAO_LIVER_SPECIFIC_GENES AADAC ABCB4 ABCC2 ABCC6 ACAA1 ACAA2 ACADSB ACAT1 ACOX2 ACSL1 ACSM3 ADH1A ADH1B ADH4 ADH6 AFM AGT AGTR1 AGXT AHSG AKR1C1 AKR1C4 AKR1D1 ALAS1 ALB ALDH1A1 ALDH2 ALDH6A1 ALDOB ANG AOX1 APCS APOA1 APOA2 APOB APOC1 APOC2 APOC3 APOC4 APOE APOF APOH ARG1 ASGR1 ASGR2 ASL ASS1 ATP13A3 AZGP1 BAAT BDH1 BHMT BZW1 C1R C1S C3 C4A C4BPA C4BPB C5 C8A C8B C8G C9 CASC3 CAT CBS CDH2 CDO1 CES1 CES2 CFB CFH CFHR2 CFHR4 CFI CP CPB2 CPN2 CPS1 CRADD CRHBP CRP CXCR2 CYB5A CYP27A1 CYP2A6 CYP2B6 CYP2C18 CYP2C9 CYP2D7 CYP2E1 CYP2J2 CYP3A4 CYP3A7 CYP4A11 CYP4F2 CYP4F3 DDT DECR1 DHCR24 DPYS EPHX1 F10 F11 F12 F13B F2 F5 F7 F9 FABP1 FAH FBP1 FCN2 FGA FGB FGFR4 FGG FGL1 FMO3 FMO5 FST FURIN G6PC1 GATM GCH1 GGCX GHR GJB1 GLUD1 GPT GSTA1 GSTA2 GSTO1 GSTZ1 GYS2 HABP2 HAL HGD HGFAC HMGCL HMGCS2 HNMT HP HPD HPN HPX HRG HSD11B1 HSD17B4 ID2B IGFBP1 IL13 IL13RA1 ITIH1 ITIH2 ITIH3 ITIH4 KLKB1 KNG1 KYNU LAMP2 LCAT LGALS4 LIPC LPA LPIN2 LSR MBL2 MGST1 MGST2 MMUT MSMO1 MST1 MTHFD1 MTTP NAMPT NAT2 NCOR2 NNMT NR0B2 NR1H4 ORM1 OTC PCBD1 PCCB PCK1 PCK2 PCSK6 PGRMC1 PLG PLIN2 PLOD2 PON3 POR PRDX4 PROC PROS1 PTGR1 PYGL PZP RARRES2 RBM4 RBP4 RGL2 RGN RIDA SAA1 SAA4 SC5D SDS SELENOP SEPHS2 SERPINA1 SERPINA3 SERPINA5 SERPINA6 SERPINA7 SERPINC1 SERPIND1 SERPINE1 SERPINF1 SERPINF2 SERPING1 SHMT1 SLC10A1 SLC2A2 SLC38A3 SLC39A14 SOD1 SORD SPP2 SSRP1 SULT2A1 SUPT4H1 TAF6 TAT TDO2 TF TFPI TM4SF4 TST TTR UGT1A10 UGT2B15 UGT2B4 UGT2B7 VTN HUANG_AML_LSC47 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_AML_LSC47 ADGRG1 AIF1L AKR1C3 ANGPT1 ARHGAP22 ATP8B4 BEX3 BIVM CD34 CDK6 COL24A1 CPXM1 DIPK1B DNMT3B DPYSL3 EMP1 EPDR1 FAM30A FLT3 FSCN1 GATA2 GCSAML GPSM1 GUCY1A1 HOXA5 HOXA6 HOXA9 INKA1 KCNK17 LAPTM4B MACROH2A2 MAMDC2 MMRN1 MOK MYCN NYNRIN PRSS57 SHANK3 SKIDA1 SMIM24 SOCS2 SPINK2 SPNS2 TFPI TNFRSF4 VWF ZBTB46 HUANG_DASATINIB_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_DASATINIB_RESISTANCE_DN ABCA3 ABCG1 ABHD11 ACSL3 ACSS3 ARX ASCL2 BBIP1 C14orf93 CA12 CALM1 CBX5 CDC42SE1 CERS6 CHPT1 CHRM1 CLDN3 CLN3 CREB3L4 CRNKL1 CYB561 DEGS2 DNPH1 EIF4E3 ELAPOR1 EMP2 EPB41L5 EPS15L1 GPD1L GREB1 HID1 ICA1 IGFBP2 IRX5 ISOC1 JPH1 LUC7L3 MAPT MEGF9 METTL9 MIX23 MYEF2 NSUN5P1 PDCD4 PLCB4 PLCH1 PLEKHH1 PREX1 PRLR RHOB SBK1 SCARB1 SLC16A6 SLC1A2 SLC25A15 SLC35A1 SLC38A1 SORBS2 SPIN1 STARD10 TBC1D30 TFF1 TMEM229B TOB1 TPD52 TRIM13 TRPS1 UBL3 VPS37C YME1L1 HUANG_DASATINIB_SENSITIVITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_DASATINIB_SENSITIVITY_UP AGPS AKR1C3 ANTXR2 ANXA1 ARHGAP29 BTN3A2 BTN3A3 CALD1 CAST CAV1 CAV2 CAVIN1 CCDC50 CDC42EP3 COL5A1 COTL1 DCBLD2 DENND2B DPYD DUSP10 EGFR ELK3 ELL2 EPHA2 EPHB2 EXT1 F2RL1 F3 FSTL1 FXYD5 GBP3 GNG12 IFI16 IFIT3 IL15RA INPP1 ITGA5 JAG1 KCTD12 LAMB3 LARP6 LAYN LIMA1 LYN MAML2 MAP7D1 MET MSN MYO10 NDC80 NNMT OSMR P3H2 PALM2AKAP2 PARVA PCDH7 PDGFC PGM1 PLAU POPDC3 PPP1R18 PRNP PSMB8 PSMB9 RAC2 RAI14 REXO2 RIPK4 SAMD9L SH3KBP1 SNAI2 SOCS5 TFPI TGFBI TGFBR2 TNFRSF21 UBE2E3 UPP1 ZNF559 ZYX HUANG_FOXA2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_FOXA2_TARGETS_DN ACOX2 ATP2B4 CD44 CDH3 CDKN1A CEACAM1 CFI CGB3 CLIC3 COL13A1 COL6A1 CRIP2 CTSB CXCL2 GALNT6 GAS2L1 IGFBP6 ITGB4 KLRC1 KRT81 LEPR LOXL2 PLAT PLAUR PROS1 S100A4 SCEL SMAD6 SPARC SPP1 SRPX SSBP2 ST6GAL1 STEAP3 STS TGFBI TGM2 TNC HUANG_FOXA2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_FOXA2_TARGETS_UP ACKR3 ACTG2 ASNS ATP6V0A2 C5 CADPS2 CBLB CHAC1 CLIP4 CPM DCAF17 DISC1 EGR4 ENPP1 F2R FN1 FST GLUL HLCS HOMER1 HPGD JAG1 KAT2B KCNV1 LAMP3 LHFPL6 MAFF MAP2 MCTP1 NR1D1 NRG1 PAX5 PCK2 PLEKHA1 PSAT1 RBPMS RELB RGS2 SLC7A11 SOCS2 SPAG1 TFPI2 TLE4 TNFAIP3 TOX3 TUBB2B ZFP69B HUANG_GATA2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_GATA2_TARGETS_DN ACKR1 ACTB ARHGAP29 ASNS AURKA CHAC1 CLU CTPS1 DAAM1 DCTD DIAPH3 E2F2 EGR1 EIF3D ETF1 EXOC3L4 FAM3C FDPS FHL1 GATA2 GBX2 GOLT1B GP1BB GPAT4 GUCY1A1 HK2 IPO11 IPPK IRAG1 JMJD6 KLF1 LAT LMO2 MRPL38 MTHFD1L MTHFD2 NOMO1 NSF NT5C3A NUP107 PARM1 PBX1 PDCD4 PDGFB PF4 PFAS PHLDA1 PIGT PLAGL2 PODXL PRAMEF13 RABGEF1 RCOR1 RRP1B SCD SEMA4B SHMT2 SIAH1 SKP2 SLAMF1 SLC1A4 SLC2A1 SLC2A3 SLC6A9 ST3GAL6 TACC1 TCOF1 TFRC TMEM109 TMEM132A TRMT61A TXNDC5 ZFPM1 ZNRD2 HUANG_GATA2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUANG_GATA2_TARGETS_UP ABTB1 ACADM ADGRG3 ADSS1 AFF1 AKR1B10 ALOX5AP ANKH ANXA2 AP3S1 ARID3A ARPC1A ATP6V0D1 ATP6V0E1 B2M BLOC1S1 BTG1 C12orf57 C1orf54 CALML4 CCL15 CCPG1 CD244 CD44 CD47 CD93 CDKN1A CDKN1B CEBPA CERK CLEC4D CLEC4E CMTM7 COX6A1 CPA3 CST3 CTSE CYTIP DAP DEPP1 DGKG DOK3 DYNLT1 EMP3 EVI2A FAM107B FAM117A FCGR2A FCGR2B FES FFAR2 FIS1 FUT8 GAB1 GABARAP GABARAPL1 GCNT2 GDPD3 GLIPR1 GMFG GPR171 GPX1 GREB1 GSN GSTO1 GYG1 HBP1 HES6 HHEX HLA-E HP IFI16 IFITM1 IFNGR2 IL16 IL17RA IQGAP2 IRAK3 KCNN4 KCTD12 KIT KLK1 LAT2 LGALS1 LPXN LYZ MACROH2A1 MC5R MGST2 MPO MYL10 MYL12B MYO1F N4BP2L1 NAPSA NDRG1 NDUFA6 NEURL3 P2RY14 PAX6 PIK3CG PLAC8 PLEC PLIN2 PRDX5 PRORSD1P PRTN3 PSENEN PSMB8 PSMB9 RAB31 RAB38 RAB44 RHOG RIN3 RNF130 RPS6 SAMSN1 SAT1 SATB1 SCAND1 SELPLG SFT2D2 SH3BGRL3 SH3KBP1 SIPA1L1 SLC12A6 SLC2A6 SLC8B1 SPI1 SQSTM1 SRGN ST8SIA4 STARD10 TAP2 TAPT1 TESPA1 TGFBR1 TGFBR2 TGIF1 TMEM50A TNFAIP8 TNFAIP8L2 TOX TP53INP1 TPCN1 TSPO TXNIP TYROBP UBA6 UBL5 YPEL5 HUI_MAPK14_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUI_MAPK14_TARGETS_UP ASB1 C1QTNF4 CNTNAP2 DUSP8 FHL1 GADD45A GADD45G GRAP2 ISG15 ITGB7 JUN JUND LRRC39 MAP2K6 PAK6 PKHD1L1 PRNP SFRP1 SLC23A1 HUMMEL_BURKITTS_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMEL_BURKITTS_LYMPHOMA_DN ARHGAP25 BCL2A1 BCL3 CD40 CD44 CFLAR CRIP1 CTSH FNBP1 GSAP MDFIC NFKBIA S100A11 SQSTM1 STAT3 HUMMEL_BURKITTS_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMEL_BURKITTS_LYMPHOMA_UP ALDH5A1 APBB2 ATP5MJ BACH2 BMP7 CSE1L DLEU1 FHOD3 HADH HNRNPA3 ID3 LEF1 LHFPL6 LZTS1 MME NASP NSG1 PDCD4-AS1 PRDM10 PRKAR2B PTBP2 RAP1GAP2 RCBTB1 RFC3 RGCC RNASEH2B SERINC5 SLC35E3 SMARCA4 SOX11 SSBP2 SUGCT TCF3 TCL6 TCP1 TERT TFDP2 TUBA1A TUBB2A TUBB2B UCHL1 VPREB1 WASF1 HUMMERICH_BENIGN_SKIN_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_BENIGN_SKIN_TUMOR_DN ACTN3 AFF1 ALB ATP2A1 CFD CKM COX6A2 IGFBP5 MYH1 MYH2 MYH4 MYH8 MYL11 PCDH12 PLXNB2 S100A3 SCD TNNC2 TNNI2 TNNT3 HUMMERICH_BENIGN_SKIN_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_BENIGN_SKIN_TUMOR_UP DROSHA FABP5 GSTO1 KLK9 KRT13 KRT16 RHOG S100A8 S100A9 SERPIND1 SLPI SPRR2D TGM3 TLCD3A USP25 ZNF205 HUMMERICH_MALIGNANT_SKIN_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_MALIGNANT_SKIN_TUMOR_DN AFF1 ALB ATP2A1 CA3 CCL27 CFD CKM COX6A2 IFI27L2 MYH2 MYH8 MYL11 PCDH12 PLXNB2 RETNLB SCAND1 SNX7 TNNC2 TNNI2 TNNT3 HUMMERICH_MALIGNANT_SKIN_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_MALIGNANT_SKIN_TUMOR_UP CCND1 COL18A1 COL1A2 COTL1 ECM1 FAM110D GSTO1 HBA2 HBD KRT13 KRT16 LTF PLET1 RHOG S100A8 S100A9 SAA3P SLPI SPRR2D HUMMERICH_SKIN_CANCER_PROGRESSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_SKIN_CANCER_PROGRESSION_DN ACADSB ACSL4 ACSL5 AEBP1 ATP5F1C ATP5F1E ATP5MF ATP5MG ATP6V0B B2M BCAM BMP1 C1QA C3 C4B CDC25B CHST11 COL16A1 COL3A1 COL6A2 COQ5 CRAT CUX1 CXCL14 DES DSG2 DST DUSP14 ECH1 ECHS1 ECI1 ECSIT EFNB1 ELOVL4 ENO3 EPHA1 EPHB3 EYA2 FASN FECH FHL1 GAA GGT1 GJA1 GPNMB GPX3 GTF2H4 HADHB HP HSPB7 ID2 IL11RA ILK LAMB2 LCMT1 LGALS1 LTBP3 LYZ MAPK7 MB MFAP4 MYBPH MYH1 MYH4 MYH8 MYL1 MYL11 MYL9 NRP2 PC PCDH12 PDGFRA PDLIM3 PIK3R2 PKD1 PPP1CB PRKACA PRKCI PSEN2 PTPRF PTPRS PYGM RAB34 RECQL5 RPS6KA1 SCP2 SERPINA1 SERPING1 SMAD4 SPTBN1 STK38L STMN1 TCAP TLE5 TNNC2 TNNI2 TNNT3 TPM2 TXNIP UBE2A UBE3A WWP2 ZYX HUMMERICH_SKIN_CANCER_PROGRESSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUMMERICH_SKIN_CANCER_PROGRESSION_UP ADAM8 APC APOC2 ARIH2 BCL10 BLMH CASP1 CASP8 CCL23 CCNF CD44 CDKN1A COL18A1 COL1A1 COL1A2 COL5A2 COL6A3 COL7A1 CPXM1 CRABP2 CTSD CUL4A CYBA DOK2 ENO1 EPCAM FOS GABRB3 GADD45B GCGR GLTP GPIHBP1 HLA-DQB1 HMOX1 HSPA5 HSPA8 IDE IFI16 IFITM3 IL17RA IL1RN IL4R ITGA5 ITGB1 ITGB4 JUNB KRT16 KRT19 LCN2 LGALS7 LGALS9 LNX1 MAOA MIF MMP13 MMP14 MMP9 MT1A MT2A MYC NCF2 OSBPL1A PERP PGK1 PLG PRKCSH PYCARD RBMS1 RCAN1 RGS2 RHOC RIN1 S100A6 SAA1 SERPINB1 SLC26A4 SMAD1 SOCS1 SOD2 SSPN STAT3 TACSTD2 THBS2 THOP1 TNFRSF12A TNFRSF1A UBA3 VCAM1 HUNSBERGER_EXERCISE_REGULATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUNSBERGER_EXERCISE_REGULATED_GENES ADGRL1 CADM1 CSF3 DUSP6 EGR1 EGR2 EGR4 ELK1 GABRR1 GAD1 GIT1 GPR37L1 GRB2 IL16 LDHA MAGED1 MAP2K2 MAPK1 MFGE8 NPTX2 NPY NRTN NTRK2 ODC1 PCK1 PRKCI SCG2 SLC6A1 SYN1 UBE2B VGF HUPER_BREAST_BASAL_VS_LUMINAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUPER_BREAST_BASAL_VS_LUMINAL_DN ADAMTS5 ALCAM ANPEP ANXA11 BACE2 BIK CCN1 CLDN4 CLDN7 CNN3 CST6 DDAH1 DKK1 EFEMP1 ENO2 FUCA1 FUT3 GABRP GAD1 GPRC5A HLA-B HLA-F HLA-G HMGA1 IDH2 IGFBP3 IGFBP4 IL32 INHBB KLK6 KRT15 KRT18 KRT19 KRT8 KRT81 KRT86 LCN2 LOXL1 MALL METRN MIA MLPH MYO5C MYO6 NR2F2 PLAAT3 PROM1 PSMB8 PSMB9 SCCPDH SEMA3B TBL1X TM4SF1 TNFAIP2 TPM4 UGCG VWA1 WFDC2 HUPER_BREAST_BASAL_VS_LUMINAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUPER_BREAST_BASAL_VS_LUMINAL_UP AKR1C1 AMIGO2 AQP3 CA12 CLCA2 CSTA CXCL14 DSC3 DSG1 DST FABP5 FEZ1 FLRT3 GJA1 GJB5 GPX2 HTRA1 IL1A IL1B ITGA6 IVL JAG1 KRT16 KRT6A KRT75 LGALS7 MFAP5 MMP10 NDRG1 NSG1 P3H2 PDPN PI3 PKP1 POSTN PTGES PTHLH PTPRZ1 RHCG S100A2 S100A7 S100A8 S100A9 S100P SDC1 SERPINE2 SFN SLC39A6 SLPI SPRR1A SPRR1B TP63 TRIM29 HUTTMANN_B_CLL_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUTTMANN_B_CLL_POOR_SURVIVAL_DN ADAM10 ADAM29 ADAMDEC1 ADARB1 ADK AKT3 ALCAM ATP10D ATP1B1 ATP2B1 BACH2 BANK1 BIRC3 CASP1 CNTNAP2 COBLL1 DGKG EAF2 EGR3 EIF4G3 FCRL2 FRS2 FUT8 GLIPR1 HELLS KIZ KLF3-AS1 MEF2C METTL8 MGAT5 MTSS1 MYBL1 NRIP1 NUCB2 PDE8A PIP5K1B PLAG1 PTK2 RECK RRAS2 SLAMF1 SLC4A7 SLC4A8 SMC5 SOBP SOCS5 STAG3 SYNJ2 TCAF1 TCF7 TPD52 TRAC USP6NL UTS2 VNN2 ZBTB20 ZNF280D ZNF532 ZNF652 HUTTMANN_B_CLL_POOR_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HUTTMANN_B_CLL_POOR_SURVIVAL_UP ABR ACAP1 ACVR2A ADAMTS3 ADAMTS6 AEBP1 AKAP12 AKR1D1 ANG ANGPT2 ANKRD55 ANXA1 ARHGAP44 ARHGDIA ARHGEF1 ARID5A ARL4D ARMCX1 ATF5 ATL2 ATP11A ATP2A3 ATP5F1D ATP6V0C B3GALNT1 BLK BMERB1 BPIFA1 BTG2 C1orf159 C4A C8orf17 CABIN1 CAPG CASP10 CBX4 CCL3 CCR2 CD38 CD5 CD6 CD9 CDC37 CDK10 CDK11B CDKN1A CEACAM1 CEBPD CHST12 CLCN5 CLEC2B CLPTM1 CNKSR1 CNR1 COMMD4 COPE CPT1A CR2 CRIP1 CRY1 CTSF CTXND1 CXCR3 CYP2A6 DAPK3 DCAF15 DIAPH1 DMD DNAJB2 DNM2 DPYSL2 DUSP5 DUSP6 EFHC2 EGLN3 EHBP1L1 EIF4EBP1 ENOSF1 ERBB4 ERCC1 FA2H FADS1 FAM174B FCER1G FGFR1 FOXO3 FRMD4B FZD1 FZR1 GAA GABRR2 GALNT2 GATA3 GATM GGA3 GLUL GM2A GRINA GRK2 GRN GUSBP11 GYPC H1-10 H2AC18 H2AC6 HGS HLA-G HNRNPUL1 HOMER2 HPCAL1 HS3ST1 IFI44 IGF1R IGHD IGHV1-69 IGHV3-21 IGHV3-33 IGKV3-20 IGLC2 IGLL3P IGLV3-25 IGSF3 IL16 IL17RB IL6R INO80B IP6K1 IRF7 ITGA4 ITGAL JUND KLF10 KLK2 KRTAP4-7 L1TD1 LAG3 LAMA5 LDB1 LDLRAD4 LDOC1 LILRB2 LILRB4 LINC00342 LPL LTK MAD1L1 MAN1B1 MAN2B1 MAN2C1 MAPKAPK2 MAST4 MATCAP2 MED15 MEF2D MEST MGAT4B MRPL4 MSRB2 MX1 MYB MYO15B MYO5C MYO9B MZB1 NAGLU NCAN NCF2 NCKAP1 NCR2 NEDD4 NEU1 NMB NPTX1 NRG1 NUCB1 NUMA1 OGDH OGFR OGT OR10H3 OR2B2 OR7E24 P2RX1 PAK1 PARVB PATZ1 PBXIP1 PDE3B PEA15 PGLS PHEX PIM2 PIPOX PLD1 PLPP3 PLXNC1 PNMA2 PNP POLM PON2 PPP1R15A PPP2R2B PRF1 PRKCA PRKCSH PRLR PRRC2A PRSS3 PSD3 PSD4 PTPN18 PTPRCAP PXN RAPGEF1 RBMS3 RCAN3 RFNG RFXANK RHOB RHOBTB3 RHOT2 RIN3 RNF41 RNH1 ROGDI RRBP1 RXRA RYR3 S100A11 S100A11P1 S100A13 SEPTIN10 SEPTIN9 SERPINE2 SERPINF1 SERTAD3 SF3A2 SFTPB SGSM2 SH3GLB2 SH3TC1 SIX6 SLC16A3 SLC25A1 SNRNP70 SOWAHC SPAG4 SPART SPRED2 SRPX ST6GALNAC4 STXBP2 TBC1D1 TGFBR3 THEMIS2 THNSL1 TIMP1 TIMP3 TKFC TKT TLE1 TM7SF2 TMEM259 TMEM45A TMSB15A TNFRSF1B TPST2 TRIM2 TSPO TYROBP UQCRC1 VAMP2 WNT5A XAB2 YES1 ZAP70 ZBTB48 ZDHHC11 ZNF112 ZNF702P ZNRD2 ZSCAN18 ZSCAN32 ZYX HU_ANGIOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_ANGIOGENESIS_DN ANXA7 ATP5PO ATP6V1G1 CDK2AP1 CKS2 DARS1 DHX15 EIF3M GCDH GMPS GNAI1 GPI GSC2 GTF2A2 H2AZ1 H2AZ2 HMGN1 HMGN4 HNRNPA2B1 ITM2A LONP1 MCM6 MDH1 NDUFB6 PDS5A PFN2 PLXNA2 POLR2K PSMB1 PTP4A2 RBMXL2 RPA3 SET SMYD2 SOD1 VAPA ZNF217 HU_ANGIOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_ANGIOGENESIS_UP CAMK2D CLTA COL7A1 FAH FOS HECW1 ITGB4 JADE2 LCAT NAPG NMD3 NRGN PIK3R1 PRODH RND3 SEMA3C SIPA1L1 STUB1 STXBP1 THBS1 TSSK1A HU_GENOTOXIC_DAMAGE_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_GENOTOXIC_DAMAGE_24HR ALDH18A1 ATF4 BAG3 BANF1 BATF3 CASP1 CD7 CDH15 DDR1 DNAJA1 EEF2 EIF1B EIF4EBP1 GZMB H2AC4 H2AX HERPUD1 HMGB3 IARS1 IMP3 ISG15 JUND MTHFD2 NAA38 NABP1 NORAD RPL10A RPL3 SERPINB9 SLC1A4 SLC7A5 SNHG6 TMOD3 TOX4 TUBB2A UBAP2L WDR83OS HU_GENOTOXIC_DAMAGE_4HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_GENOTOXIC_DAMAGE_4HR ALAS1 ANLN AURKA BUB1 CDC20 CDC25C CDT1 CKS2 COMMD7 CUL1 ECT2 FAM76B H2AC4 H2AX H3C14 HLA-A HMGN1 IFNAR2 ITGB7 JUND KIF22 KPNA2 MAPRE1 MTHFD2 NCDN NEK2 ORC5 PRC1 PTTG1 SMG5 SYNCRIP TCF19 TIMP2 TNNC1 TRAFD1 UCK1 ZSCAN21 HU_GENOTOXIN_ACTION_DIRECT_VS_INDIRECT_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_GENOTOXIN_ACTION_DIRECT_VS_INDIRECT_24HR APEX1 API5 ATP5F1C C4A CCT3 CREB3L1 DNAJB6 EMP3 FASTK FCHO1 G3BP2 GLRX3 GSTM1 H2AC8 HDAC6 HLA-A HNRNPUL2 HS1BP3 HSD3B1 IFT25 INCENP IPP JUNB KRT4 LYPLA2 MIF4GD MST1 MTDH NCL NELFE NPM1 NUBP1 NUS1 PAG1 PSMA2 PTMA PTP4A1 RB1 RBBP7 RIC8A RTCB SLC50A1 SOWAHC STRN SYNCRIP TINF2 TNFRSF18 TOMM34 TOP2A UBE2E1 UBXN11 YPEL3 HU_GENOTOXIN_ACTION_DIRECT_VS_INDIRECT_4HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HU_GENOTOXIN_ACTION_DIRECT_VS_INDIRECT_4HR ACAA2 ACKR4 ACTB ARF5 ATP6V0A2 BACH1 CD28 CLK2 DMBT1 DVL2 GZMM ICAM2 IFT46 KCNJ2 KRAS LOXL1 LRCH4 MAK MCL1 NFKBIA NONO NR1H2 NRP1 PFKM PITPNB PPIE RSRP1 SDHAF1 SLC1A2 SMC4 SNAI2 SOX1 SSBP2 SYT2 TMEM230 UBC VWF ZEB1 HWANG_PROSTATE_CANCER_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/HWANG_PROSTATE_CANCER_MARKERS AGR2 AZGP1 CALR CLU CTNNB1 EZR FBLN5 FKBP5 FLNA HSPA6 ILK KPNB1 LGALS1 LGALS3 MIF MUC1 NDRG1 PARK7 PGK1 PHB1 PIM1 PTEN RAN RERG SELENBP1 TXN WNT3 WNT3A IBRAHIM_NRF1_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF1_DOWN A1BG ADGRL3 AGRN AMACR AMDHD2 ANKRD36B ARHGAP10 ARHGAP5-AS1 ARRDC3 BARD1 BCOR BHLHE40 C19orf48P C1QTNF3-AMACR CABP7 CACNB1 CADM1 CCN1 CCND1 CHASERR CITED2 COMTD1 CTDSP1 CXXC4 CYBC1 DACT1 DDB2 DDIT4 DGAT2 DHRS3 DLC1 DOCK4 DPP7 EFHC1 ENC1 ENSG00000289047 EPHA4 ETV1 FAM131B FANCG FCSK FHL1 FLOT1 FN1 FSTL3 FZD4 GAS5 GDF15 GLI1 GPR39 H1-0 H2AC7 HES1 HMG20B HMGB2 HOXB-AS3 HOXB3 HOXB6 HOXB9 HOXC9 HOXD8 JUND KCNH3 KIFC2 KLF3 KLF6 KLF7 KLF9 KLHL24 LIG1 LINC00623 LINC01003 LINC01138 LINC02315 LMO4 LRRC45 LYPD1 MAF MAP3K12 MECOM MOXD1 MSH5-SAPCD1 NAT9 NDRG2 NME3 NOG NPHP4 NPRL2 NRP1 NT5C OXLD1 PARD6A PARP8 PAXX PBXIP1 PCLO PDCD6 PDE5A PDGFC PHLDB2 PIDD1 PIGQ PIK3R3 PLAT PLEKHH3 PLK3 PLXNB1 PMM1 PNRC1 POLL PPM1M PRICKLE1 PSME1 PVT1 RARB RCOR3 RECQL4 RGS10 RIN1 RNF215 RPP25L SCARNA12 SCD5 SERTAD4 SESN1 SHOC1 SLC35E2B SLX1A SMOC1 SMUG1 SNHG10 SNHG11 SNHG32 SNORA10 SNORA21 SNORA63 SNORA64 SNORA70 SNORA73A SNORD51 SOX12 SOX4 SPSB3 SRGAP2 SRGAP2B SSBP2 SSBP4 SSH3 ST6GALNAC6 TANC1 TCF4 TGIF1 TMEM107 TMEM25 TNRC18 TPM1 TPTE TRAIP TRHDE-AS1 TRO TRPT1 UBE2E1 UBE2QL1 VARS2 VIM WDR54 ZNF608 IBRAHIM_NRF1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF1_UP AAMP AAR2 ABCD1 ABCE1 ABHD4 ABRAXAS2 ACAT2 ACBD3 ACSL1 ACTR8 ADNP2 AFG3L2 AHCYL2 AHSA1 AKR1B1 AKR1B10 AKR1C3 ALAS1 ALDH1B1 ALDH2 ALDOA ANAPC1 ANP32E ARCN1 AREL1 ASAP2 ATMIN ATP10D ATP6V1C2 ATP8B2 B4GALNT1 B4GALT5 BAG2 BAG3 BCCIP BCL2L13 BLMH BLOC1S5-TXNDC5 BLTP2 BNIP3 BPNT2 BRIX1 C1orf198 C9orf78 CA12 CACYBP CALU CANX CBFB CCDC43 CCDC47 CCT2 CCT3 CCT5 CCT6A CCT7 CCT8 CDC37 CDK12 CDV3 CELF1 CERK CHCHD3 CHPF2 CHST1 CLCC1 CLINT1 CLIP1 CLNS1A CMAS CNNM4 COPS8 CRELD2 CSDE1 CTR9 CTSL CTTN CUL1 CUL4A CYREN CYTOR DDHD1 DDX1 DDX10 DDX21 DHX32 DKC1 DLAT DNAJA1 DNAJB11 DNAJC10 DNAJC11 DNAJC2 DNAJC21 DNAJC6 DNAJC7 DNMT3B DYNC1LI1 DYNLL2 E2F6 ECE1 EDEM3 EIF2B1 EIF2B3 EIF2S2 EIF3H EIF3J EIF4E EIF4G2 EIF4H ELAC2 ELMO1 ENSG00000224888 ENTPD4 ESF1 EXOC7 EXOSC3 FAF2 FAM168B FAM83G FAM98A FAT2 FBXO28 FBXO30 FBXW11 FGFR1 FKBP14 FTH1 FTL FUBP1 FXR1 FXR2 FXYD5 FYTTD1 GABPB1 GAN GAPDH GAPVD1 GATAD2A GCC1 GCLM GFPT1 GLYR1 GNAI3 GNPDA2 GNPNAT1 GPAT4 GPX3 GRB2 GRPEL1 GSTP1 GTF2F1 GTF3C3 GTPBP4 HARS1 HMOX1 HNRNPA1 HNRNPH1 HNRNPK HNRNPR HSPA4 HSPA5 HSPA8 HSPA9 HSPD1 HSPH1 HTRA3 HYOU1 IK ILRUN IMPDH1 INTS13 IST1 ISY1 ITSN2 IWS1 JAK1 JMJD6 KANSL3 KARS1 KCMF1 KCNA2 KCTD5 KEAP1 KIAA0930 KIAA1191 KIDINS220 KIF3B KIF5B KTN1 LDHB LIMK1 LIPH LMAN1 LRRC59 LRRFIP2 LYAR MACO1 MAGEA3 MANF MAP1A MAP2K1 MAP4 MAP4K4 MAP4K5 MAP7D1 MAPK6 MAPRE1 MARK3 MBD1 MCL1 MCUR1 ME1 MFN2 MGST1 MIR4435-2HG MLEC MPHOSPH10 MPZL1 MRFAP1 MRGBP MRPL19 MRPS22 MTDH MTHFD2 NACA NAMPT NARS1 NCKAP1 NDRG1 NEK4 NFRKB NGRN NIP7 NOL11 NOLC1 NOP16 NQO2 NRIP3 NSUN2 NUDC NUP43 NUP62 OSBPL11 PAFAH1B1 PAPOLA PCYT1A PDAP1 PDIA3 PDIA6 PELO PES1 PFKFB3 PGRMC1 PHAX PIK3CD PITHD1 PJA1 PKM PLEKHO2 PLRG1 PLS3 POLR2B POP1 PPFIA1 PPID PPIF PPP2CA PPP2CB PPP2R5E PPP6R3 PRDX1 PRDX6 PRECSIT PRKCI PRMT5 PRNP PRPF31 PRPF4 PSAP PSMB5 PSMC3 PSMD4 PSMD6 PTPN1 PTPN11 PWWP2B RAB14 RAB1A RAB35 RABEP1 RAD23B RARS1 RBM19 RBM6 RCN1 RIOK1 RIOK2 RNF6 RPAP3 RPN2 RPS6KB1 RRP1 RTCA RTN4 RYR3 SAMD4B SART1 SBDS SBNO1 SCARB2 SCFD1 SCPEP1 SDCBP SEC13 SEC23A SEC24C SEC24D SEC61A1 SEL1L3 SENP2 SERPINE2 SET SF3A3 SFXN5 SH3BGRL2 SH3BP5L SH3KBP1 SLC16A1 SLC1A5 SLC25A24 SLC25A51 SLC2A1 SLC39A14 SLC39A6 SLC4A1AP SLC66A1 SLC6A6 SLC7A11 SLC7A5 SLTM SMCR8 SMG5 SMS SMU1 SNRK SNW1 SOAT1 SP140 SPAG9 SPART SRPK1 SRSF1 SSB SSR1 STAM STIP1 STX12 STX18 SUPV3L1 SURF4 SYAP1 SYNCRIP TAF2 TAF5L TAF8 TALDO1 TAOK3 TBC1D30 TBK1 TCP1 TFG TIMM17A TM9SF3 TMBIM6 TMED10 TMED5 TMEM168 TMEM33 TMTC3 TNFRSF10B TNPO3 TP53BP2 TPM3 TPST2 TRIB1 TRMT6 TSR1 TTC27 TTI2 TUBB3 TXNDC5 TYRO3 UAP1 UBE2D1 UBE2L3 UBE2V1 UBQLN1 UCK2 UGDH UNKL USP14 VEZT VPS41 VPS54 WDR26 WDR3 WDR36 WDR46 WDR77 XPOT XRCC6 YARS1 YME1L1 YRDC YWHAG ZC3H11A ZDHHC18 ZDHHC9 ZNF746 IBRAHIM_NRF2_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF2_DOWN ABCA7 ACAP3 ACTR1B AKR7A3 AMDHD2 ARHGAP5-AS1 CADM1 CDC20 CDK10 CDKN2C CES3 CHKB-CPT1B CHTF18 CITED2 COMTD1 CROCC CTDSP1 CXXC4 CYBC1 DACT1 DDB2 DDIT4 DDT DDTL DEPP1 DHRS3 DOCK4 DPP7 EFNA4 ENC1 ENGASE ENSG00000291006 ENTR1 EPRS1 FANCE FBXO44 FJX1 FLRT3 GPR39 H1-0 H1-10 H2AC6 H4C14 H4C15 HAGHL HDAC6 HMG20B HOXB-AS3 HOXB6 HOXB7 HOXB9 HOXC6 ID3 IP6K2 IQGAP3 ITGA10 JUND KIF20A KIFC2 KLF6 KLF9 KLHL17 KLRK1-AS1 LAMA4 LAMB2 LIG1 LINC02315 LINC02381 LPCAT4 LRRC45 LYPD1 MAMDC4 MANBA MAP3K12 MATCAP1 MECOM METTL26 MFSD3 MOV10 MYO15B NAGLU NBEAL2 NEURL1B NFATC4 NME3 NOG NOXA1 NR4A2 NRP1 NT5C OBSL1 OGDHL OTUD1 PAQR4 PBXIP1 PCDH7 PDE5A PDGFC PGP PHKG2 PHLDB2 PIDD1 PIGQ PIK3R3 PKN3 PLAT PLCXD1 PLD1 PLEKHH3 PPP1R16A PPP1R35 PSME1 PTGS2 RAB26 RASSF7 RECQL4 RFNG RHOT2 RHPN1 RIN2 ROBO1 RPL22L1 SAPCD2 SCARNA12 SEMA3B SEMA3C SEMA4C SEMA6C SFMBT2 SGSM2 SGSM3 SHOC1 SIVA1 SKIC2 SLC2A8 SLC35E2A SMOC1 SNHG32 SNHG8 SNORA73A SNORD35B SPG7 SPSB3 STAT2 STAT6 TAFAZZIN TBC1D9 TCF25 TCP11L2 TK1 TMEM80 TMUB2 TNIK TONSL TOP3B TRAF1 TRHDE-AS1 TRIB2 TRPT1 TSHZ2 TUBGCP6 TXNIP TYK2 VIM VIM-AS1 WDR90 ZFTRAF1 ZNF608 IBRAHIM_NRF2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF2_UP ABCB1 ABCC4 ABCD3 ABHD4 ABRAXAS2 ACAP2 ACBD3 ACER3 ACKR3 ACSL1 ACTR3 ADI1 AFG3L2 AFTPH AGFG1 AHCYL1 AHSA1 AIDA AIFM2 AIRIM AK4 AKR1B10 AKR1C1 AKR1C2 AKR1C3 ALDH1L2 ALDH2 AMFR ANKRD42 ANXA5 ANXA7 AP3S2 APCDD1L-DT ARCN1 ARFGEF1 ARL5A ARL8B ARMT1 ARPC2 ARRDC4 ASAP2 ASF1A ASNS ASPH ATMIN ATP10D ATP11B ATP1A3 ATXN10 AVEN B3GALNT2 B4GALNT1 BACH1 BAG2 BAG3 BCAP31 BCL2L13 BLOC1S5-TXNDC5 BLTP3B BMP6 BPNT2 BRAP BRD7 BTBD10 C22orf23 CALU CANX CARS1 CBFB CBR1 CCDC47 CCDC59 CCSAP CCT5 CCT6A CCT7 CD44 CDC123 CEBPG CEP20 CEP290 CEP85 CFAP97 CLCC1 CLIC4 CLINT1 CLIP1 CLIP4 CLU CMAS CMPK1 CORO1C CSDE1 CSGALNACT2 CSNK1A1 CSNK1G3 CSNK2A2 CTBS CTNNBL1 CTSL CUL1 CUL2 CUL3 DCTN4 DDX21 DENR DESI1 DESI2 DGKG DKC1 DNAJA1 DNAJB11 DNAJB4 DNAJB9 DNAJC10 DNAJC3 DNAJC7 DNTTIP2 DYNC1LI1 E2F6 EARS2 EDEM3 EID3 EIF2A EIF2S2 EIF3D EIF3J EIF4G2 EIF5 ENOX2 ENTPD7 EPB41L4B EPDR1 ERI1 ERO1A ERP44 ESF1 ETF1 ETFDH ETV5 EXOSC3 F2RL2 FAF2 FAM91A1 FBXO28 FBXO30 FBXW10 FECH FERMT2 FKBP14 FNDC3A FOSL1 FTH1 FTL FUBP3 FXR1 FXR2 FYTTD1 G6PD GABARAPL1 GABPB1 GALNT1 GARS1 GBE1 GCLC GCLM GFM1 GFPT1 GFPT2 GGNBP2 GHITM GLA GNA13 GNAI3 GNPDA1 GOLGA4 GOLM2 GPAT3 GPATCH2L GPR89A GSR GTF2E2 GTF3C3 HBS1L HKDC1 HMOX1 HPD HSP90AB1 HSP90B1 HSPA13 HSPA4 HSPA5 HSPA8 HSPA9 HSPB8 HTATIP2 IDE IDH3A IDS IFRD1 IKBKG IL27RA IL6R ISY1 ITCH KCMF1 KCTD20 KEAP1 KIAA0232 KIAA1191 KIF14 KIF21A KIF2A KIF3B KIF5B KPNA1 KPNA4 KTN1 LIFR LINC00942 LMAN1 LPGAT1 LRP12 LRP8 LRRFIP2 LSG1 LUCAT1 LYAR M6PR MAFG MAK16 MAN1A2 MANF MAP1A MAP2 MAPK6 MAPRE1 MARS1 MCUR1 ME1 MEF2A MERTK METAP2 MFAP3 MFSD12 MGST1 MICU2 MIER3 MLH3 MORC4 MORF4L1 MRNIP MROH7-TTC4 MRPS30 MSANTD3 MSN MTDH MTHFD2 MTIF2 MTMR12 MTPN MYC NAA30 NAA50 NARS1 NBN NCKAP1 NCL NCOA3 NCOA7 NECAB3 NEK4 NFE2L2 NIPA2 NLN NOCT NOL10 NOLC1 NQO1 NQO2 NR0B1 NRCAM NRG1 NSUN2 NSUN3 NUCB2 NUFIP2 NUMB NUP153 NUP43 NXPE3 ODC1 OPA1 OSBPL11 OSGIN1 OTULIN OXCT1 PACC1 PAFAH1B2 PAPOLA PDIA3 PEA15 PELO PEX19 PGD PGGT1B PHAX PHC1 PIP5K1A PIR PITHD1 PITPNB PLAA PNPLA8 PPIL4 PPM1B PPP1R15A PPP2CA PPP2CB PPP3R1 PPP4R3B PPT1 PRDX1 PRDX6 PRECSIT PREPL PRKAR1A PRKCI PRPF18 PRPF40A PSMC1 PSMD11 PSMD12 PTDSS1 PTP4A2 RAB10 RAB14 RAB18 RAB1A RAB21 RAB5IF RABEP1 RANBP9 RARS1 RB1CC1 RBM19 RBM27 RCN1 REPS1 RFFL RFLNB RGS20 RIMOC1 RIT1 RNF10 RNF11 RNF216 RNF6 RNF8 RPAP3 RPL7L1 RPS6KB1 RPS6KC1 RRAGD RRAS2 RTN4 RUSC2 RWDD2B RXYLT1 SAMD8 SARAF SCCPDH SCFD1 SDCBP SDE2 SEC23B SEH1L SEL1L3 SENP2 SERINC3 SERP1 SERPINE2 SET SFMBT1 SGTB SHC1 SLC12A8 SLC16A1 SLC16A7 SLC1A4 SLC1A5 SLC25A32 SLC30A5 SLC30A6 SLC35F2 SLC38A6 SLC39A14 SLC39A6 SLC3A2 SLC41A2 SLC48A1 SLC6A15 SLC7A11 SLC7A11-AS1 SLC7A5 SLCO2B1 SLTM SLU7 SMG8 SNAPC3 SNW1 SPANXA2 SPART SPATS2 SPCS2 SPP1 SPTY2D1 SPX SQSTM1 SRP54 SRP72 SRPRB SRPX2 SRXN1 SSB SSR1 STARD7 STAU2 STIP1 STK24 STK40 STRN3 STT3B STX3 STYK1 SUCO SULT1A1 SUPV3L1 SUZ12 SYNJ2 SYT2 TAF4B TAF5 TALDO1 TARS1 TBK1 TFE3 TFRC TGS1 TICAM2 TIMM17A TLK2 TLR1 TM9SF2 TM9SF3 TMBIM6 TMED10 TMED2 TMED5 TMED7 TMEM168 TMEM209 TMEM33 TMEM39A TMEM87A TMOD3 TMT1B TMTC1 TNFRSF12A TNFRSF1A TNIP3 TOMM34 TOR1AIP2 TOR1B TRIB3 TRIM16 TRIM16L TRIM4 TRIM44 TRIM54 TSR1 TTC17 TUBA4A TUBB3 TVP23C TWSG1 TXNRD1 TYW3 UBA6-DT UBC UBE2K UBQLN1 UCK2 UGDH UNKL USO1 USP10 USP38 USP46 UTP15 VAMP7 VDAC1 VDAC2 VEZT VPS35 VPS41 VPS54 WARS1 WASHC2A WASHC2C WDR26 WDR43 WWP1 XPOT YARS1 YES1 YIPF6 YME1L1 YWHAB ZBTB20 ZBTB41 ZDHHC18 ZEB1 ZNF148 ZNF189 ZNF330 ZNF426 ZNF678 ZNF697 ZNG1B ZPR1 ZRANB2 ZZZ3 IBRAHIM_NRF3_DOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF3_DOWN ARHGAP23 CCNJL CDKN1A CITED2 DBNDD2 DLG4 H1-0 HECTD3 IER2 NOG PLAT PMM1 SEMA4C SMAP1 TAF1D IBRAHIM_NRF3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IBRAHIM_NRF3_UP ANKRD20A3P BLOC1S5-TXNDC5 CMAS GCLM HMOX1 PSMD4 RPN2 ICHIBA_GRAFT_VERSUS_HOST_DISEASE_35D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICHIBA_GRAFT_VERSUS_HOST_DISEASE_35D_DN ACSL1 ADCY9 ADRB3 AVPR1A BMPR2 CA14 CASP6 CELA1 CES1 CES3 CTSE CYP2B6 CYP4A11 CYP7B1 CYP8B1 ELAC2 ELOVL2 FABP1 FBXO21 G6PC1 GAS1 GSTM1 HAO2 HLA-DRA HMGCS2 HP HSD3B1 HSD3B2 IGFALS IGKC IGKV5-2 INMT KLF10 KLF2 LIFR LIPC MCM10 MKLN1 NR1D1 OAT PAX3 PDZK1 PIGU PPP1R2 PPP1R3C PRLR RBM4B RELN RETSAT RPAP1 RSRC2 SLC1A2 SLC22A25 UBAP2L VEGFB VNN1 ICHIBA_GRAFT_VERSUS_HOST_DISEASE_35D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICHIBA_GRAFT_VERSUS_HOST_DISEASE_35D_UP ADGRE1 AIF1 APBB1IP ATP1B3 BCL2A1 BIRC5 BTG2 C1QA C1QB C1QC CAMP CASP1 CCL4 CCL5 CCR1 CD14 CD52 CD53 CD5L CD68 CD7 CD74 CFP CHIA CLIC1 COLGALT1 CSF1R CTPS1 CTSC CTSS CXCL3 CXCL9 CYB561 CYBA CYBB CYP26A1 CYTIP DCLRE1A FCGR1A FGL2 FPR1 GBP2 GBP4 GDF5 GLTP GPX3 GRN HCK HLA-A HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRB5 HPX IFI16 IL18BP IQGAP1 IRGM ITGB2 LAPTM5 LBP LCK LCP2 LGALS3 LGMN LILRB3 LILRB4 LITAF LPL LRG1 LTF LYZ MARVELD1 MCM4 MCRS1 MMP12 MPEG1 MSR1 MT1A MT2A NABP1 NAMPT NCF4 NCOA3 NFKBIZ NNMT NOP2 ORM2 PDK3 PKM PLAC8 PLD3 PLD4 PLK1 PROCR PROM1 PRTN3 PSMB9 PTPN1 PTPRC QSOX1 RBM3 RNASE3 RND2 RRAS S100A11 S100A3 S100A6 S100A8 S100A9 SAA3P SAMHD1 SCD SCMH1 SELPLG SERPINA3 SH3GL1 SHISA5 SIRPA SLPI SMOC2 SNX10 SNX12 SPTLC2 STAT1 STX3 SULT2A1 TAP1 TAPBP TFF3 TLR6 TMSB10 TMSB4X TRAF3IP2 TRBC2 TSPAN4 TYROBP UBD VCAM1 WARS1 ICHIBA_GRAFT_VERSUS_HOST_DISEASE_D7_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICHIBA_GRAFT_VERSUS_HOST_DISEASE_D7_DN ACAA1 ACTL7B ADGRL1 ALAS2 C8G CDC5L CELA1 CRYL1 CYP2B6 CYP4A11 DIO1 ELOVL2 ELOVL6 EXOSC8 G6PC1 GHR HBB HES6 HMGCS2 HSD17B2 IGHA2 IGKV5-2 LIFR LIPC ME1 NAT8B NXN OSBPL5 PAPSS2 PGM3 PKLR POM121 PRLR PRM3 PROM1 RDH16 RELN RPL22 SC5D SERPINA6 SLC25A10 SLC26A1 SULT4A1 TENM3 UCK1 YJU2 ICHIBA_GRAFT_VERSUS_HOST_DISEASE_D7_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ICHIBA_GRAFT_VERSUS_HOST_DISEASE_D7_UP ADGRE1 AKAP9 ATP11A BCL2A1 C1QB C1QC C8orf33 CCL23 CCL7 CD14 CD53 CD5L CD74 CDC42SE2 CLIC1 COL4A1 CRYAA CRYBG1 CTSS CXCL10 CXCL3 CXCL9 CYBA EIF1AX EOGT FAS FGL2 FKBP11 FKBP5 FLOT1 GBP2 GBP4 GBP7 GIMAP4 HCK HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 ICAM1 IFI16 IFI27 IFI35 IFIT1B IFIT3 IL18BP IL18R1 IL1RN IL6ST IMPDH2 IRF1 IRF7 IRF8 IRGM ISG15 ITPK1 KRT18 LBP LCP2 LGALS3BP LILRB4 LITAF LY75 LY86 LYZ MAK16 MARCO MPEG1 MSR1 MT1A N4BP1 NAMPT NEK9 NFKBIA NFKBIZ ORM2 PKM PLAC8 PLD3 PLD4 PROCR PSMB10 PSMB8 PSMB9 PSME1 PSME2 PTGS1 PTPN1 RNASE3 RNF19B RPS6KC1 SAAL1 SAMHD1 SERPINA10 SERPINA3 SHISA5 SLC11A1 SNX10 SOCS1 STAT1 TAP1 TAP2 TAPBP TFF3 TMSB10 TMSB4X TYROBP UBA7 USP18 VCAM1 WARS1 XDH ZIC3 IGARASHI_ATF4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGARASHI_ATF4_TARGETS_DN AGR2 AKR1C1 AKR1C3 AKT3 ANG ANK2 AP5M1 APOH ARPC1A ARRB1 ASNS ASPH ATF4 ATP9B BCAT1 CBS CBX1 CCL2 CCN3 CDK19 CDS1 CEACAM6 CREB3L2 DDC DDHD2 DENND5B DICER1 DOCK11 DSG2 EPS15 ETNK1 FAM3C FRK FZD6 G3BP1 GALNT4 GNPTAB GPX2 GPX8 HSPA1A HSPA1B IFT25 INSL4 KCNS3 KIAA0232 KLF4 KPNA1 LEPR LIN7A LINC00294 LIPA LMNB1 NAB1 NCKAP1 NEBL NECTIN2 NEURL1B OPN3 OSTM1 PACSIN2 PCK2 PER2 PEX19 PGM2L1 PHGDH POF1B PRKAA1 PRR15 PSAT1 RAP1GAP RETREG1 RHOBTB1 RPS6KA3 S100P SEC24D SFXN1 SGK3 SGMS2 SKP2 SLC1A4 SLC22A18 SLC35B4 SLC3A2 SLC7A5 SOAT1 SORL1 ST8SIA4 STC2 SUCLG2 TAF13 TMTC2 TOMM20 TRAK1 TRIM37 TRIP12 VEPH1 VPS36 WWC3 IGARASHI_ATF4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGARASHI_ATF4_TARGETS_UP ASB4 ITFG2 PDP1 SFXN4 SNORD30 IGLESIAS_E2F_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGLESIAS_E2F_TARGETS_DN CASP9 CEL DMBT1 GNMT H1-2 IGF1 ITIH4 LORICRIN MT1A MT2A NNT PRSS2 REG3A SYT3 IGLESIAS_E2F_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IGLESIAS_E2F_TARGETS_UP ACADL ACADM ACTA2 ACTG1 ADH5 ADIPOQ AGR2 AKIRIN2 ALAS2 ANGPTL2 ANXA2 ANXA3 AP4S1 APLP2 APOE ARSA B2M BAX BZW1 C1QA C1QB C1QC C3 CA3 CACYBP CADM1 CALM2 CAPZA2 CCL15 CCND2 CCNG1 CD34 CD47 CD53 CD74 CD9 CDC42 CDC6 CDKN1C CDO1 CES1 CFD CKS1B CLIC1 CLK1 CNN3 COL15A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A2 COL6A2 COL6A3 CRIP1 CRTAP CSRP1 CTSE CTSS CTSZ CXCL13 CYFIP1 DAB2 DCN DNAJA1 DSTN EED ELN EMP1 ENPP2 EVL FBLN2 FMO1 GAS6 GBP4 GJA1 GNAI2 GNB1 GSN HBA2 HNRNPA2B1 IGFBP4 IGFBP5 ITGB1 ITM2A ITM2B KITLG KRT19 LAMA4 LAPTM4A LAPTM5 LCP1 LGALS1 LIMS1 LMNA LPL LUM LYL1 LYZ MCM3 MCM5 MCM7 MFAP2 MRC1 NFIB NFKBIA NID2 NPTN OGN PCNA PKD2 PMP22 POSTN RBBP7 RBP1 RHOB S100A10 S100A11 S100A13 S100A6 SAT1 SCG2 SEPTIN2 SEPTIN7 SERPINB6 SERPINF1 SERPINH1 SKP1 SLC25A4 SMAD1 SMC2 SPARC SS18 TANK TIMM22 TMEM45A TUBA1A TUBA1B TUBB TUBB2A TYROBP UGDH ZFAND5 IIZUKA_LIVER_CANCER_EARLY_RECURRENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_EARLY_RECURRENCE CCND2 DDX17 HLA-DRA LAPTM5 MEF2C PDGFRA REL SGK1 TNFAIP3 TRIM22 VIM IIZUKA_LIVER_CANCER_PROGRESSION_G1_G2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_G1_G2_DN AARS1 ACTB ADNP ATP2A2 ATXN2L CCT6A DICER1 EFCAB14 EIF4G1 FDPS GOLGA4 GORASP2 IMPA2 PPIB PRPF40A PSME4 RPN1 SFPQ SIAH1 SP3 TPD52L2 TSC22D2 UBQLN2 VEZF1 ZNF91 IIZUKA_LIVER_CANCER_PROGRESSION_G1_G2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_G1_G2_UP ADH1A GABARAPL1 HSF2 KCNJ4 KCNJ8 LYRM9 OAS2 PDLIM5 PSME1 STAT1 TRAFD1 UBE2L6 IIZUKA_LIVER_CANCER_PROGRESSION_G2_G3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_G2_G3_DN BAZ2A CYBA DAZAP2 LGALS9 PIM2 PPT1 S100A13 SPINT1 TGFB1 IIZUKA_LIVER_CANCER_PROGRESSION_G2_G3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_G2_G3_UP ACSL1 ACSM2B APOC1 BAAT BNIP3 CCL5 COBLL1 CPB2 FBXW11 FERMT2 FOXN3 GPLD1 HADH KDELR2 PAH PCSK6 PGRMC1 PPM1A PRDX6 RAPGEF2 RARRES2 SCML2 SDC1 SDHD SELENOP TIMM17A TMED2 IIZUKA_LIVER_CANCER_PROGRESSION_L0_L1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_L0_L1_DN ARPC2 COX4I1 CST3 CYBA HLA-A HLA-DPB1 HLA-F ISCU KARS1 PLTP PRCP RHOA RPS19 SSR4 TMX1 TSPO VDAC3 IIZUKA_LIVER_CANCER_PROGRESSION_L0_L1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_L0_L1_UP CNBP DMD ENTREP1 FN1 PCBP3 PTPN18 RGPD8 RMND5A RNF103 S100A2 SULT2B1 TUBB2B ZFPL1 ZNF337 ZSCAN12 IIZUKA_LIVER_CANCER_PROGRESSION_L1_G1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_L1_G1_DN ATP6V1E1 CADM1 CAMKK2 DRAP1 GOLGA3 ILF2 RNF103 SNRPB TBCE UFD1 IIZUKA_LIVER_CANCER_PROGRESSION_L1_G1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IIZUKA_LIVER_CANCER_PROGRESSION_L1_G1_UP AGL AMFR BNIP3L C1R C6orf120 CPEB3 FERMT2 FOS ID2 IGFBP3 IGFBP4 MAF MT1E MT1F MT1H MT3 ORM1 PRCP RAB14 SLC31A1 IKEDA_MIR133_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR133_TARGETS_DN ASPH BTBD3 MEF2C PPP1R3A PRRX1 RB1CC1 IKEDA_MIR133_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR133_TARGETS_UP ACTR3 AKAP9 ANKRD12 APPBP2 ARPC5 ASPH CDC42 CTBP2 CYLD DDX3X DNAJB6 EBF2 EIF4G3 ELAVL1 FMNL2 GNAI3 GPC6 HIF1A HS2ST1 LHFPL6 MAFK MAML1 MYH9 NCOA6 NDRG1 NFAT5 PITPNB PPP1R12A PPP2CA PTPRD PTPRO RABGAP1 RAP2C RAPH1 RBMX RBPJ SACM1L SEC61B SGPP1 SLC23A2 SLC6A6 SNX1 USP32 YWHAQ IKEDA_MIR1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR1_TARGETS_DN CLCN3 EIF4E HSPD1 MTSS1 RBFOX1 SMIM36 STK39 IKEDA_MIR1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR1_TARGETS_UP ACVR1 ANP32E ARCN1 ARF4 ARFIP1 ARHGAP21 ARRDC3 ATP6V1A BDNF CITED2 CLTC CNN3 CORO1C CPEB1 CREM CRIM1 DDX3X E2F5 EDN1 EFNB2 FNDC3A FNDC3B FZD7 GCLC GNPDA2 GPRC5B HNRNPK HNRNPR IGF1 JAG1 KAT6B NCL NFAT5 PDCD10 PDCD4 PICALM PLK2 PMP22 PRKACB RRBP1 RSBN1 SEC62 SEC63 SF3B1 SMAP1 SPRED1 SYNCRIP TBC1D15 TPM3 UBE2H VAMP4 YWHAQ YWHAZ ZFP36L2 IKEDA_MIR30_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR30_TARGETS_DN ADGRL3 ANO4 ATP2A2 BCL2L11 CDH13 CHD9 CPEB3 DNAAF9 ESRRG GJA1 HSPD1 IGF2R IRX4 NEDD4L PANK1 PCDH10 RABGAP1L RBFOX1 RNF139 SATB2 SMIM36 STK39 TMEFF1 ZDHHC17 IKEDA_MIR30_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IKEDA_MIR30_TARGETS_UP ACTN1 ACVR1 ADGRL3 AP3S1 ARF4 ARHGEF6 ARID4A ARID4B ASAP1 ATP2B1 B4GALT5 BCL2 BDNF BECN1 BNC2 CALM1 CAPZA1 CAST CCND2 CCPG1 CDK6 CELF2 CFL2 CHD9 CLOCK CNOT6 CPEB2 CPEB4 CPNE8 CSNK1G1 DDAH1 DDX46 DMD DPYSL2 DTNA ELL ELMO1 EPC2 FNDC3A FNDC3B GALNT7 GFPT2 GNA13 GNAO1 GOLGA4 GTF2H1 HDGFL3 HIC2 IER5 IRS1 IRS2 ITSN1 JUN KDM3A KRAS LARGE1 LRRC17 LRRC8D MAF MAML1 MAN1A2 MAP4K4 MARCKS MYH10 NCAM1 NEDD4 NFAT5 NFIB NOVA1 NRBF2 NRIP1 P4HA1 PAPOLA PDCD10 PELI1 PHTF2 PI4K2B PIP4K2A PLCB4 PPFIA1 PPP1R12A PTBP3 PTPN2 RAI14 RAP2C RAPH1 RASA1 RNF44 RRAD SCAF4 SEC23A SEMA3A SEMA6D SLC4A7 SLC6A6 SNAI1 SOCS6 SON SPPL3 SSBP2 TAOK1 TBC1D15 TFDP1 TNRC6A UBE2D2 UBE2J1 UBE2V2 USP15 USP34 USP47 VKORC1L1 WDR44 WDR7 XPO1 XPR1 YWHAZ IM_SREBF1A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IM_SREBF1A_TARGETS ACACB ATOX1 DPY19L3 SREBF1 ULK2 INAMURA_LUNG_CANCER_SCC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INAMURA_LUNG_CANCER_SCC_DN ABCA8 ADAMTS8 ADAMTSL3 ADARB1 AGER CAV1 MCL1 NR2F2 PGM5 PHACTR2 RASL12 SSC4D VWF INAMURA_LUNG_CANCER_SCC_SUBTYPES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INAMURA_LUNG_CANCER_SCC_SUBTYPES_UP CD47 CIT CPSF2 CS DHFR MCU MEAF6 P4HA1 P4HTM PA2G4 PATL1 PRORP SMNDC1 WAPL INAMURA_LUNG_CANCER_SCC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INAMURA_LUNG_CANCER_SCC_UP CDCA5 DSC3 DSG3 KRT14 KRT5 NECTIN1 OSGEP PSMA8 SELENOI SFN SLC2A1 TOP2A TPX2 INGA_TP53_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INGA_TP53_TARGETS BAX BBC3 CCNG1 CDKN1A FASLG FOS GADD45A IER3 IGFBP3 MDM2 PCNA PMAIP1 SESN1 SFN THBS1 TNFRSF10B INGRAM_SHH_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INGRAM_SHH_TARGETS_DN ACHE AJUBA ANGPTL4 AOC3 BAMBI BRPF1 C2orf68 C3 CALCRL CAV2 CCL15 CCNE1 CDC37 CLU COL1A1 CRLF1 DAXX DIRAS2 DRAM1 ECRG4 EEIG2 EMB EMC2 ENDOD1 EREG EVL GAS6 GLRX GNA12 GPM6B HGF IL1RN ITGB7 KDM8 LRRC17 MAGED2 MEGF10 MME MRPL54 NREP PGM5 PLK4 POU3F1 PPM1D PRDX4 PTN PTX3 RET SDC1 SEPTIN12 SERTAD1 SFRP1 SFRP2 SLC1A3 SLPI SND1 SPARC TGFBI TPPP3 TUBA1A TYK2 VCAN WNT5B INGRAM_SHH_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/INGRAM_SHH_TARGETS_UP ABCA3 ABCD4 ADD3 AKAP12 AKAP4 ALX4 AMH ANKH APOD ARHGEF10 ASAH1 BDNF BGLAP BMP5 BZW2 CCN2 CDC42EP1 CFHR1 CLEC3B CLVS1 CMPK2 CP CYP1B1 CYSTM1 DCN DNASE2B DOCK5 DPH6 DSCC1 DSPP DUSP1 ENPP1 EPHX1 FBN1 FBN2 FEN1 FILIP1L FLT4 FMO1 FOXD1 FTL GADD45A GLI1 GPC4 GPCPD1 GPR155 GRB14 GSTZ1 HEBP2 HES1 HHIP IFI27L2 IGF1R IGFBP3 IGFBP4 IGFBP7 INMT KLB KLF10 KLF4 KLF9 LEPROT LRMDA MAP3K1 MFAP3L MGP MKNK2 MR1 MUSTN1 NAA50 NCOA6 NFE2L2 NGLY1 NID1 NKX2-5 NOG NR3C1 NR4A1 OAT OLFML2B OMD PAICS PENK PI16 PLAC8 PLPP3 PLSCR1 PLTP PMP22 POLA1 POMC PRAMEF12 PTCH1 PTK7 RAMP2 RASSF3 RASSF8 RORA RP9 RPL29 SELENOP SERPINC1 SGMS2 SIN3A SLC12A7 SLC27A3 SLC35E3 SLC48A1 SLC6A6 SMOC2 SNX18 SOSTDC1 SPRY1 SULT1A1 TBX5 TEK THBD TMEM140 TRIM10 TSC22D3 TSPAN5 TWIST2 UBE2J1 ZCCHC9 ZFP36L1 IRITANI_MAD1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRITANI_MAD1_TARGETS_DN AHCY APEX1 ASS1 BABAM1 C1QBP CAD CDK1 CPSF3 DCTPP1 DTD1 DUT E2F8 EEF1G EEF2 EIF1AX FANCE FBL GAS5 GGA2 GPAM GPI HNRNPH2 HSPA9 IPO5 LONP1 MCM6 METTL26 MRPS18B MYBBP1A NME2 NPM1 POLD1 PPA1 RAD23B RARS1 RPL12 RPL13 RPL18 RPL22 RPL5 RPSA SLC16A1 SLC5A6 SRM UQCRC1 WDR74 IRITANI_MAD1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IRITANI_MAD1_TARGETS_UP AGO2 AKR1C4 CIAO2B CPA3 HSD11B1 LTB MXD1 MYCN PIK3R1 SCIN SLC43A3 TRGC1 TULP4 UGGT1 ISHIDA_E2F_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISHIDA_E2F_TARGETS ANLN ANXA8L1 ASF1B AURKB BUB1 CCNA2 CCNB1 CCNB2 CCNE1 CDC20 CDCA7 CDK1 CDK2 CDKN2C CDT1 DBF4 DCTPP1 DNA2 DUT E2F8 EZH2 FEN1 HMGB2 HMGB3 KIF2C KIFC1 KPNA2 LBR LIG1 MCM3 MCM7 MKI67 NCAPH NSG1 NUSAP1 PCNA PRC1 PRIM1 PTTG1 RAD51 RB1 RFC3 RPA1 RRM1 RRM2 SGO1 SLBP SMC2 STMN1 TK1 TOP2A TRIP13 UBE2T ISHIDA_TARGETS_OF_SYT_SSX_FUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISHIDA_TARGETS_OF_SYT_SSX_FUSIONS B4GALT1 BAX DDIT3 GDF15 HYOU1 NUPR1 ISHIKAWA_STING_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISHIKAWA_STING_SIGNALING ADAR CCL5 IFNA1 IFNA4 IFNB1 IRF1 IRF2 IRF6 IRF7 IRF9 ISSAEVA_MLL2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ISSAEVA_MLL2_TARGETS A2M ADGRG1 ADGRG2 AHNAK ALCAM ANXA8L1 ARHGAP45 AXL BMP5 C5AR1 CADM1 CAVIN3 CD9 COL5A1 COL9A3 CRIP1 CRIP2 CSPG4 DENND3 DKK1 DUSP9 ELF3 ENO3 FABP3 FHL1 FLRT2 FSTL1 GSN HDAC9 HPSE HSPB3 IGFBP6 IL18 INSL4 KRT17 L1CAM LAMB3 LMO1 LOXL1 LOXL2 MEOX1 NEDD9 NPR3 NT5E OAS1 PCDH7 PLAU PPL PPP2R2B SCHIP1 SEMA3B SLC16A5 SLCO3A1 SMAD6 SNCA TAGLN2 TJP2 TNNC1 TRGV9 TRIM29 VTN ITO_PTTG1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ITO_PTTG1_TARGETS_DN ARHGAP1 ARHGDIA EIF4A1 FSCN1 ITGA5 PSMD2 PTTG1 RHOG RRAS ITO_PTTG1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ITO_PTTG1_TARGETS_UP AKR1C3 ALCAM CALU CXCL14 DKK3 GCLC GPNMB HOXD8 SLC2A3 ST13 THBS1 UGT1A6 IVANOVA_HEMATOPOIESIS_EARLY_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_EARLY_PROGENITOR AARS1 ABCC4 ABHD11 ABHD17C ABITRAM ABL2 ABRACL ACSM2A ADAMTSL1 ADGRG3 AFG2B AHCY AK4 AKR1B10 ALDH7A1 ALKBH1 ALS2 ANAPC11 ANKLE2 ANKRD23 ANKRD45 ARCN1 ARHGAP6 ARL2 ARMCX4 ARSB ASRGL1 ATG10 ATPAF1 B3GALT6 B4GALT4 BBOF1 BBS4 BCKDHA BCKDHB BCL2 BCOR BEX4 BFAR BFSP2 BRI3BP BZW2 C14orf93 C15orf39 C1orf131 C6orf226 C8orf48 C9orf85 CAND1 CBFB CCDC22 CCDC8 CCDC86 CCT4 CD34 CD69 CDCA7L CDK4 CDK6 CENPM CENPV CFAP418 CHD5 CHML CHN2 CILK1 CLASP1 CLUH CMTM7 CMTR2 COMMD1 COMMD7 COX15 CPSF3 CRB3 CRELD2 CRTAC1 CRYZL1 CSRP1 CST7 CTDSPL2 CTNNBL1 CUL2 CUX1 CYB5B DAPP1 DBT DCP2 DCTD DCUN1D4 DDX18 DDX28 DDX31 DDX51 DDX59 DEPTOR DGCR2 DHCR7 DHX9 DICER1 DIMT1 DIRAS2 DIS3L DLAT DMAC2 DNAJC15 DPAGT1 DPH5 DTNBP1 DUSP19 DYNLRB1 ECHDC3 EEF2KMT ELOVL5 ELP3 ELP6 EMILIN1 ESD EXOG EXTL2 FASTKD1 FBXO45 FDX1 FGF3 FMC1 FOXK1 FPGS FUT7 FYTTD1 FZD7 G3BP1 G6PC3 GALK2 GART GATB GBP7 GCSH GEMIN4 GGCT GID4 GLB1 GMDS GMPS GNA15 GNAS GNB4 GNPNAT1 GNPTAB GOPC GORASP2 GPATCH4 GRIA3 GSTM4 GSTO1 GTF2A1L GTF2I GTPBP10 H2AZ2 HDHD2 HEG1 HERC6 HIBADH HIF1AN HPN HROB HSF2BP HSPA1A HSPA9 ICE2 IDH2 IFTAP IL36B ILF3 IMPA2 ING5 IP6K2 IRX2 KCNK12 KCTD18 KDM2B KIF21A KLHDC9 KLHL5 KRTAP1-3 KYAT3 L3MBTL3 LBP LCLAT1 LCORL LDLRAD3 LMF1 LPAR6 LRP12 LRRC34 LRRC59 LSM11 LUC7L LXN LYPLAL1 LYSMD4 MACROD1 MACROH2A1 MANBA MANF MAP1A MARS2 MCEE MCM3 MCMBP MDH1 MED14 METTL16 MFSD4A MGAT2 MGAT5 MIR221 MIS18BP1 MLEC MMD MRPL44 MRPL45 MRPS12 MRPS26 MRPS27 MRPS30 MTMR4 MTMR7 MTRF1 MYB NAA60 NAXD NCL NFKBIE NKG7 NLN NME2 NOLC1 NPEPL1 NRBF2 NRROS NUMBL NUP42 NUP62 NXPH4 OBI1 ODF2L OGFOD3 OGFR OPN3 OXCT1 P2RY14 P3R3URF PACC1 PAK1 PALS2 PANK1 PAOX PAQR7 PARD3B PARP1 PARP8 PATZ1 PDAP1 PDIA5 PDP2 PDXK PDZPH1P PEX7 PFAS PFDN4 PGM3 PHF14 PINX1 PITPNC1 PLD6 PLEKHA4 POGLUT1 POGLUT2 POLI POLR1H PPA1 PPAN PPFIBP1 PPID PPIF PPM1F PPP1R11 PPP1R13B PPP1R14B PPRC1 PRDX1 PREP PRKDC PRKRA PRMT6 PRPF4 PRPF40A PRPSAP1 PRR3 PRTN3 PSD4 PSMA8 PSMB10 PTF1A PTGER3 QDPR RABGGTA RAMP3 RAPGEF3 RASL10A RBM19 RBM28 RBM34 RCC2 RETSAT REXO5 RFX7 RIOX2 RIPK1 RIPK3 RMDN2 RNASEH1 RNF130 RNF157 RNMT RPGR RPL18 RPL22 RPL4 RPS20 RPS6KA5 RRP7A RSRC1 S100A1 SAE1 SDAD1 SDR9C7 SEC23IP SEC61A1 SEPTIN11 SEPTIN6 SF3A2 SFXN2 SH2D5 SHISA2 SHISA7 SHMT1 SINHCAF SIRT3 SLC10A7 SLC22A17 SLC22A3 SLC25A15 SLC25A53 SLC35A1 SLC38A10 SLC4A8 SLC6A20 SLCO3A1 SLF1 SLITRK1 SMIM30 SMIM36 SMN2 SMUG1 SNAPC1 SNAPC2 SNHG7 SNRPB2 SNX8 SNX9 SOCS6 SOSTDC1 SPAST SPN SPPL2A SPR SPRED2 SRD5A1 SRF SRP68 STAM STRN4 STYX SUCLA2 SUGCT SUPT20H SUPV3L1 SUV39H2 SYCE2 TAF15 TAGLN2 TCHHL1 TDRD3 TDRKH TEN1 TESPA1 TFB2M TIGAR TLCD3A TMED10 TMED4 TMEM161A TMEM201 TMEM218 TMEM248 TMEM250 TMEM98 TOX TRABD2B TRAK1 TRIM13 TRMT2B TSPY26P TTF2 TTLL4 TTLL9 TUBGCP5 TXNDC12 UBASH3A UBE2Q1 UBE2Q2 UBE3A UFM1 UMPS UQCC1 UQCC3 UQCC4 URM1 UTP6 VAPB VARS2 VIPR2 VMA21 VPS11 VPS33B WDFY4 WDR12 WDR36 WEE1 XKR8 YLPM1 ZDHHC9 ZMYM3 ZNF14 ZNF213 ZNF383 ZNF493 ZNF519 ZNF536 ZNF565 ZNF787 ZNF830 ZNF845 ZNRF2 ZRANB3 ZWINT ZZZ3 IVANOVA_HEMATOPOIESIS_INTERMEDIATE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_INTERMEDIATE_PROGENITOR AAGAB ABI3 ABRAXAS1 AFAP1 AGPAT5 AHCY ALDOA AP3S2 APEX1 APIP ARMT1 AS3MT ATL3 ATP6AP2 BET1 BID BLOC1S2 BLOC1S4 C7orf50 CARD9 CASP7 CBLN3 CCNQ CDADC1 CEBPZ CHCHD4 CHST14 CISD1 CITED2 CLUAP1 COMMD10 CTSZ CUL5 DBI DDX20 DDX52 DESI2 DHX37 DTX4 DYNC2I2 EEF1B2 EIF6 ELANE ELP2 ENOPH1 ERCC8 ERLIN1 ERMARD ERP44 FAM149B1 FANCM G3BP1 GALK1 GCNT3 GFM1 GMPPA GPR180 GPT2 GTF3A GTPBP8 GUSB ISG20L2 KIAA0825 KLHL23 LMAN2 LUC7L MAOA MAP3K20 MAPKAPK3 MAPRE2 MDH1 MFSD10 MRPL12 MRPS25 MRPS35 MTF2 MTG1 MYG1 NAA50 NEBL NFKBIE NIPSNAP3A NOC3L NOL9 NOSTRIN NPC2 PAPSS2 PARL PCCA PES1 PFKP PGAM1 PLA2G4D PLAA PLAC8 POLR3C POLR3E PRAG1 PSMA3 PYCARD QARS1 RABEPK RASSF4 RPN1 RSU1 SCIN SCO1 SDF2L1 SEL1L2 SFXN4 SIGLEC5 SMIM40 SNUPN SPCS3 SSR1 SSR2 SURF6 TAMM41 TBRG4 TEX2 THOC5 TMEM178A TMEM186 TMEM97 TNS3 TRAPPC13 TRMT6 TXNDC15 UBFD1 UTP25 WDR73 WDR77 YDJC ZNF562 ZNF583 ZNF706 IVANOVA_HEMATOPOIESIS_LATE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_LATE_PROGENITOR ABCA9 ABCB4 ABCB7 ABCD2 ABHD5 ABR ACER3 ACOT9 ACP1 ADRM1 ADSS1 ADSS2 AGPS ALAD ALAS1 ALDH1A1 ALDH3A2 ALDH3B2 ALG8 ANKRD12 ANKRD22 ANKRD28 ANKRD46 ANXA2 ANXA3 AP1S2 AP3S1 AP5M1 APEH API5 APOO APP ARPC4 ARRDC1 ART2BP ASAP1 ASB1 ASCC2 ASF1B ATAD5 ATF6 ATP6V0B ATP6V0E1 ATP6V1C1 ATP9B ATRN ATXN10 BAG2 BAZ1A BCAP29 BCL2L15 BIRC5 BLVRB BMP2K BSG BTLA BTNL9 C12orf4 C18orf32 C19orf38 C1QTNF12 C1orf162 C5orf22 C5orf63 C7orf57 CA1 CABLES2 CASP1 CCDC102A CCDC127 CCDC88B CCL15 CCNB1 CCNC CCR1 CCR2 CD300A CD33 CDC123 CDC25B CDC37L1 CDC42 CDC6 CDK5 CEMIP2 CENPP CEP350 CERS6 CES2 CETN3 CGN CHAC1 CISD1 CISD2 CKAP2L CKLF CLDN15 CLEC10A CLEC12A CLINT1 CLP1 CLPTM1L COA5 COL5A1 COMMD5 CPNE8 CPOX CPTP CRYBG2 CSF2RB CSGALNACT2 CSNK1G3 CTSB CTSC CTSG CTSS CX3CR1 CXADR CYBB DAD1 DAP3 DAPL1 DERA DFFB DHRS7 DHX35 DHX8 DNA2 DNAJB3 DNMT3L DOCK10 DOK3 DRAM1 DUSP11 EAF1 EAPP EEF1D EHD2 EIF2S1 ELMOD1 ELOVL7 EMC6 EMILIN2 ENO1 ERI1 ERMAP ERO1A ESCO2 ESPL1 ETF1 EVI2A EXOC5 EXOC6 EXT1 F10 F13A1 FAM107B FASTKD2 FBXO33 FCGR1A FCGR2B FDPS FGFRL1 FGL2 FIGNL1 FNDC3B FNIP1 FTH1 FTSJ1 FUT4 G6PD GAK GAL3ST2 GALNT10 GAREM1 GATC GBE1 GDA GDF3 GDI2 GET3 GGA2 GGNBP2 GHITM GIN1 GLRX GMCL1 GMIP GMPS GNA15 GPC1 GPN2 GPR101 GPR135 GPR160 GPR89A GSR GTSF1 H1-5 HADHB HARBI1 HAVCR1 HAX1 HBS1L HCFC2 HCK HCST HDC HECTD3 HECTD4 HLA-DMB HM13 HMBS HNRNPLL HP HPF1 HPSE HSD11B1 HSPBAP1 HSPH1 HVCN1 ICAM4 IDH1 IFI30 IFRD2 IGLL1 IL13RA1 IL1RL1 INSIG2 INTS4 IPCEF1 IPMK IRF8 ITGA1 ITPA KATNB1 KATNBL1 KCNJ2 KCNQ3 KCTD14 KCTD7 KIF1B KLF1 KLHDC2 KLHL32 KPNA1 L3MBTL2 LAMTOR3 LAMTOR4 LCE3B LEFTY1 LGALS12 LHFPL2 LIN9 LMAN1 LPCAT2 LRRC20 LTA4H LTB4R LY86 LYRM9 LYST LZIC MAGOH MAP1A MAP2K1 MAP2K4 MAP3K13 MAPK1 MAPK7 MASTL MCM2 MCMBP MEAF6 MED7 MET MFSD14A MGAM MINPP1 MIR223 MOB3A MPEG1 MROH6 MRPL16 MRPL50 MRPS36 MRPS6 MS4A6A MSMO1 MT1A MT2A MTFP1 MTFR1 MTHFD1L MTUS1 MTX2 MYCBP MYO5C NADSYN1 NAPA NAPG NCAPG2 NCOA4 NDUFV1 NECAP2 NEK3 NEURL1 NFIB NFU1 NIN NPTN NRP1 NSD3 NSDHL NUCB2 NUF2 NUP205 NXPE4 OAT OPTN ORC4 ORMDL2 OSGEPL1 OSTF1 OSTM1 PABIR1 PACSIN2 PBK PGP PHF10 PHF5A PIEZO1 PIN1 PITPNB PITRM1 PLEK PLEKHF2 PLIN2 PLIN5 POLD1 POMK POT1 PPIL1 PPP2CB PPP2R1B PPP4R3B PRADC1 PRAMEF2 PRDM10 PRDX3 PRELID3B PRKAR2B PRSS16 PSMC1 PSMC6 PSTPIP2 PTCD3 PTGR1 PTPRO PUS7L QPCTL R3HCC1L RAB31 RAB32 RAB3C RAB44 RAB7A RABGAP1L RAG1 RAP1A RARB RBM44 RCC1 REEP1 RFESD RFWD3 RGCC RGS10 RGS9 RHOA RNASEH2B RNF115 RNF130 RNF41 RNMT RPAIN RPE RRM2 SAA3P SAP30 SAT1 SAV1 SAXO2 SDCCAG8 SEH1L SELENOI SELL SEMA4D SEPTIN8 SERBP1 SGK3 SGMS2 SKIC8 SLBP SLC12A4 SLC14A1 SLC15A4 SLC22A4 SLC25A21 SLC25A33 SLC25A51 SLC29A1 SLC31A2 SLC33A1 SLC35A3 SLC35E1 SLC38A5 SLC39A3 SLC45A3 SLC49A4 SLPI SMAP1 SMCO3 SMIM45 SNTB1 SNX1 SOAT1 SORL1 SP6 SPC25 SPHK1 SPIRE1 SPOPL SPRING1 SPTLC2 SRSF1 SSH1 ST7L STAMBPL1 STX11 SVIP SYNRG SZRD1 TACC1 TACSTD2 TADA2B TANGO2 TASL TASP1 TENT5A TENT5D TFRC TIFA TK1 TLK1 TLR1 TM9SF1 TMED2 TMED3 TMEM14C TMEM156 TMEM165 TMEM167A TMEM19 TMEM216 TMEM248 TMEM33 TMEM43 TMEM50B TMX4 TNFAIP8L2 TNFRSF14 TRAPPC2L TREX2 TRMT12 TROAP TSPAN33 TSTD3 TTC13 TTC9C TTR TVP23B TWF2 TXNDC12 TYROBP UBAP1 UBE2Q1 UBE2V2 UBE2W UBTD1 UBXN2A UFC1 UGDH UGGT1 UMAD1 UROD USF1 USP14 USP24 USP45 USP46 VMA21 VPS8 WAPL WDR7 WEE2 WNT4 WRN XPNPEP3 XPO5 XRRA1 YAE1 ZBTB18 ZCCHC8 ZEB2 ZMYND12 IVANOVA_HEMATOPOIESIS_MATURE_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_MATURE_CELL AAK1 ABCA13 ABCB6 ACP1 ACP5 ACSL1 ACTA2 ADD1 ADGRE1 ADGRE4P ADGRL3 ADIPOR1 AGFG1 ALAS2 AMPD3 ANKRD9 ANO10 AP2A2 AP5S1 ARHGAP19 ARL2BP ARL6IP1 ASNS ATG4A ATP6V0A1 ATP6V1E1 ATP8A1 BMP2K BMPR1A BNIP3L BPGM BTNL10P C11orf24 C15orf48 C1GALT1 C1QB C1S C3 C3orf62 C4orf3 CAST CCDC142 CCNA2 CCND3 CCP110 CD14 CD226 CDC42EP3 CDCA3 CDK8 CDKN2D CDKN3 CDR2 CELA1 CES1 CHP1 CIR1 CLDN4 CLIC6 CMAHP CMAS CMTR1 COL1A1 COLEC12 COPS3 CPD CPEB4 CTSB CTSH CYBB DAAM1 DCAF10 DCK DEDD2 DEGS1 DERL2 DGKH DIO3OS E2F2 EGFR EHBP1L1 EIF5A2 ENDOD1 EPOR EPS15 ERGIC2 ETFRF1 FAM210B FAM220A FBXO34 FGR FN3K FPR1 FPR2 FTL FYB1 G2E3 GABPB2 GADD45A GAPVD1 GCNT1 GOLIM4 GPATCH1 GPCPD1 GPX4 GRINA GRIPAP1 GTF2A1 GTPBP2 GUCD1 GYPA HACE1 HAGH HEBP1 HECTD1 HEMGN HERPUD2 HGSNAT HSPA4L HTATIP2 HYCC1 IFIT1B IFT80 IL33 INTS6L ITGAM ITGB2 KDM7A KEL KLF11 KLF3 LAMP1 LAMP2 LBR LGMN LILRB3 LILRB4 LIMS1 LMTK2 LNPK LPCAT1 LRG1 LRRC28 LYVE1 M1AP MACIR MAP4K5 MARCHF2 MARCHF8 MCUB MFSD14B MGST3 MINDY2 MIR15A MKRN1 MMP8 MOB2 MOSPD1 MPP1 MRC1 MREG MTF1 MTHFD2 MTSS1 MXD1 MXI1 NAAA NAT9 NHSL2 NINL NIPA2 NOCT NR3C1 NUDT4 NXPE2 OTUB2 OTUD5 P2RY13 PAQR9 PC PGLYRP1 PI4K2B PICALM PIGQ PIK3CB PITHD1 PLA2G2F PLBD1 PLCB1 PPBP PPOX PPP3R1 PRC1 PRPF18 PTDSS2 RAB11FIP4 RAB24 RAB43 RAB6A RAD51C RBFOX3 RBMS1 RELCH RFFL RHAG RHD RIOK3 RMC1 RNASE3 RNF141 RNF167 RNF19A SACM1L SCD SCRN3 SDCBP SERINC5 SERTAD2 SERTAD3 SGO2 SH3TC2 SLC11A1 SLC16A1 SLC1A5 SLC22A23 SLC25A37 SLC25A38 SLC25A44 SLC30A10 SLC40A1 SLC4A1 SLC66A2 SLC66A3 SLC7A8 SLFN12L SLK SMIM5 SMOX SNCA SNX13 SOWAHA SPDL1 SPECC1 SPTA1 SPTB SRI ST3GAL5 ST3GAL6 STAB2 STK17B STMP1 STRADB STX11 STX17 STX2 SUPT4H1 SYAP1 SYNJ1 TAPT1 TBCEL TCEA1 TCP10L TCP11L2 TENT5C TFDP2 THBS1 TLCD4 TLR6 TM4SF4 TMCC1 TMCC2 TMEM170A TMEM255A TMEM9B TMPO TMX1 TNRC6B TPRG1L TRAK2 TRIM5 TRIM56 TRIM59 TSPAN17 TSPAN8 UBAC1 UBLCP1 UPB1 USP25 USP32 USP46 USP7 WDR26 WFDC21P WIPI1 XPO7 YPEL5 ZBBX ZNF740 IVANOVA_HEMATOPOIESIS_STEM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_STEM_CELL ABCC12 AGXT ARHGAP32 ARHGAP42 ARHGEF28 ARL4C ASH1L BAALC BCL2L11 CAMTA1 CCAR1 CCDC136 CCDC185 CCL19 CD164L2 CDIP1 CDK14 CERS4 CHN1 CHRNA6 CHRNB1 CLPS COBLL1 COL18A1 COL4A1 CPSF2 CPXM1 CTNNAL1 CXCL14 CYP2D6 CYP2E1 DDIT4 DEF8 DNAJB13 DNAJC21 DNMT3A DUSP5 DYDC1 EFNA3 EGR1 EMCN EMP1 ENG ESR1 ETV1 ETV3 FAM110B FAM168B FAM181B FBXW12 FOXB2 FRMD8 FUNDC2 GAPDHS GATA3 GATAD2A GEM GLB1L GNL1 HNRNPR HOOK1 HOXB2 HYAL1 IFI44 IFIH1 IFT81 IGDCC4 IL36A INPPL1 IQGAP2 ITGA3 ITGA9 ITIH5 JADE1 JUN KCNJ6 KCNK15 KIF5A KLHL26 LAPTM4B LPAR4 LRRC49 LRRTM4 LYPD1 MAFF MARCHF9 MEF2D MEX3A MIRLET7A1 MISFA MSI2 MYCBP2 MYO10 NCOA2 NFATC2 NFIX NFKBIA NFKBIE NKAIN3 NKX2-8 NR4A1 NR4A2 NRXN1 NRXN3 NSD3 NTRK3 PAIP1 PALMD PARD6G PCK1 PDC PDE4B PDF PDZD2 PEAK1 PEX11A PGLYRP2 PITPNC1 PKD2 PLAC8L1 POLR2A PPP1R9A PRCD PRKACB PRKCE PRKG1 PTGR1 PTPRK PYGM RASD1 RBBP6 RBM28 RBX1 REST RFPL4B RILPL1 ROBO4 RPS6KA3 S100A5 SAMD10 SASH1 SCAF11 SEC14L3 SELENBP1 SEMA3D SEMA4C SEPTIN3 SERPINB8 SGSM1 SIAH2 SKIL SLC16A5 SLC23A2 SLC25A30 SLC35F1 SLC41A1 SLIT2 SMAD7 SMARCA2 SMC5 SOCS5 SOS1 SREK1 SULT4A1 SV2A SYN2 SYT11 TBXA2R TCF25 TCF4 TCTN2 TGOLN2 THA1P TRIM61 TRIM9 TSPAN13 TSPAN6 USP34 USP38 VAMP2 VLDLR VPS37A WNT6 WWC2 ZBTB20 ZBTB37 ZC2HC1A ZC3H12C ZCCHC7 ZDBF2 ZMYND8 ZRSR2 ZXDB IVANOVA_HEMATOPOIESIS_STEM_CELL_AND_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_STEM_CELL_AND_PROGENITOR ABCB1 ABCB11 ABCC1 ABCF2 ABI2 ABL1 ACAD8 ACAD9 ACADL ACOT2 ACSF3 ACSM1 ACTR3B ADA ADGRG1 ADGRL4 ADRB3 AFAP1L1 AGBL1 AGO1 AKAP6 AKR1B10 ALDH5A1 ALKBH6 AMER1 AMIGO2 ANKRD37 ANXA10 AP5Z1 APOA5 ARHGAP32 ARHGAP35 ARHGEF17 ARHGEF2 ARHGEF5 ARL10 ARL3 ARL5B ARMC10 ARMCX2 ARMH3 ARPP19 ART1 ASAH2 ASCL1 ASRGL1 ATF6B ATXN3 AVEN AVPI1 BAZ1B BCL2 BCL2L14 BEND4 BFAR BNIP5 BOD1 BPHL BRF2 BSN BTC BYSL C1orf21 C21orf91 C2CD2 C3orf33 C4A C8orf58 CA13 CALR CAMK2A CAND2 CAPSL CARMIL2 CASP8 CBFA2T2 CBFA2T3 CCAR1 CCDC85B CCDC90B CCDC93 CCND2 CD27 CD93 CDK9 CEACAM4 CEBPZ CEND1 CENPM CEP170B CFAP54 CHCHD6 CHD8 CIBAR1 CLASRP CLCA2 CLDN8 CLEC14A CLIP4 CNOT1 CNRIP1 COA7 CORO2A CPEB1 CRACD CREM CRTC1 CSN1S2AP CSRNP1 CTBP2 CWF19L1 CYP4V2 CYSLTR1 DAG1 DAGLA DAPK1 DCBLD1 DDX11 DENND2D DEPTOR DHDH DHTKD1 DICER1 DIP2C DISP1 DLG3 DLL1 DNAJB9 DNAJC1 DNAJC2 DNMT3B DUSP12 DUSP7 DVL3 EARS2 ECPAS EDIL3 EFNA1 EGLN3 EID2 ELOVL6 EN2 ENAH ENDOU ENTREP3 EPB41L4B EPRS1 EPYC ERGIC1 ESAM ETV6 EVA1B EXOC3L2 F2RL3 FAAP20 FABP9 FADS2 FAM43A FASN FBLN2 FBXL19 FBXO21 FBXW11 FBXW12 FCHSD2 FGD5 FGF10 FGF18 FIRRE FKBP1A FKBP3 FLNB FLT3 FNBP1L FNBP4 FOXB1 FSTL5 FUT8 FZD6 FZD8 GABPA GABRB2 GADD45B GALNT11 GARIN5A GATA2 GBP4 GCAT GEMIN5 GIMAP5 GIMAP6 GJA1 GLIS2 GLYCAM1 GMPPB GNAS-AS1 GNAZ GOPC GPN1 GPR15LG GPR62 GPRASP2 GPX5 GRP GSTK1 GSTM1 GTF3C6 GUCA1B GULP1 GZMH HDHD5 HEPHL1 HES2 HIC1 HIC2 HINT2 HLA-A HMGA2 HMGN5 HMOX2 HNRNPU HOXA4 HOXA6 HOXA9 HP1BP3 HS1BP3 HSD3B7 HSPA1L HSPA4 HTR2A HUWE1 IFI16 IFT22 IFT46 IFT56 IGF2BP1 IL11RA IL12RB1 ILDR2 IMPDH2 INO80E INSR INTS12 IPO4 IRAK1 IRF2BPL ISLR2 ITGA6 ITGB4 ITGB8 ITPR1 IVNS1ABP KANK2 KAT2A KAZN KCNC1 KCND3 KCNJ14 KCNMB1 KCTD1 KDELR1 KHDRBS3 KIAA1549 KIAA1671 KIF3A KIFAP3 KIFBP KIT KLF12 KLF4 KLHL3 KRBA1 KREMEN1 KRT10 KRT18 L3HYPDH LATS2 LDHD LGALS3BP LGI4 LHPP LIMD2 LINGO3 LIX1L LRATD2 LRRC1 LRRC58 LTBR MAGI2 MAMDC2 MAN2A2 MAP1S MAPK6 MATK MBTD1 MCCC1 MDGA1 MEAF6 MED11 MEF2C MEIS1 MFNG MGAT3 MICAL2 MIDN MIER2 MIGA1 MIPOL1 MLEC MLLT6 MLXIPL MMP23B MN1 MPL MPPED2 MPRIP MRPL19 MSI2 MTF2 MTMR10 MTOR MUC1 MUS81 MXD4 MYCN MYLK NAA25 NALF1 NAP1L3 NAV1 NAXE NCAM2 NCS1 NDN NEK6 NELL1 NIPSNAP1 NKAIN1 NKAPD1 NLRP4 NOP14 NOP58 NORAD NOXO1 NPL NPM1 NPPC NRG4 NRGN NSG1 NT5C3B NTRK3 NUFIP1 NWD2 OBP2B OCRL OSBPL3 PAFAH2 PAIP2B PARM1 PCDH7 PCED1A PCMTD1 PCP4L1 PDCD4 PDCD6IP PDRG1 PEAK1 PEMT PER2 PEX1 PGM1 PGPEP1 PGRMC1 PHC1 PHF3 PHPT1 PIK3IP1 PITPNM2 PKP4 PLAC9 PLEKHA3 PLEKHA5 PLEKHF1 PLPPR2 PLPPR3 PLSCR1 PLXDC2 PNPLA6 POC5 POGK POMGNT2 POU2F2 PPIC PPIL4 PRDM5 PRKCE PRKCH PRR5 PRRC2C PRSS12 PRSS8 PRTG PSKH1 PTGDS PTGER3 PTOV1 PTPDC1 PTPN20 PTPRCAP PTPRM PTX4 PUSL1 QSER1 QSOX1 RAB26 RAB37 RAB38 RALGAPB RAPGEF5 RASSF2 RBBP9 RBMY1B RBPMS RCN2 REPIN1 RET RHBDD2 RHOBTB1 RHOBTB3 RLIM RMND1 RNF138 RNF152 RNF217 RPS25 RPUSD4 RRP1B RS1 RUNX2 RWDD3 SARAF SCN8A SEMA5B SEPTIN1 SERPINF1 SESTD1 SFR1 SH2B1 SH2B3 SH3PXD2B SHFL SIAE SIGIRR SLA2 SLC12A7 SLC17A5 SLC1A1 SLC25A36 SLC35F2 SLC39A6 SLC43A2 SLC4A1AP SLC4A8 SLC50A1 SLC5A6 SLC7A6 SMAD1 SMAD5 SMAD9 SMARCC1 SMIM11 SMO SMS SMYD5 SNAPC1 SNRNP200 SNX30 SOD2 SOX4 SPACA9 SPART SPMIP10 SPMIP6 SPOCK2 SPRED1 STAMBP STOX2 STXBP1 SUFU SYDE1 SYDE2 SYNGR1 SYT11 SYTL4 TACR2 TAF1D TAF4B TAMALIN TAMM41 TAOK3 TBC1D16 TCEA2 TCERG1L TCTN1 TEK TERF2 TES TFPI TGIF1 THSD1 TLE4 TLE6 TMEM106C TMEM135 TMEM176B TMEM201 TMSB10 TMTC2 TNFAIP8L1 TNFSF10 TNIK TNNI1 TP53I11 TP53RK TPK1 TRIM32 TSKS TTC21B TTC22 TTC27 TTC9 TTPA TYMP UBA52 UBASH3B UBE2E2 UQCC1 USH2A USHBP1 USP2 USP28 USP30 USP40 VEGFB VTA1 VWA8 WDR19 WDR72 WNT11 WNT6 XXYLT1 YJU2 YLPM1 ZBTB10 ZBTB38 ZCCHC3 ZMIZ1 ZMYM4 ZNF12 ZNF17 ZNF22 ZNF260 ZNF326 ZNF503 ZNF521 ZNF613 ZNF629 ZNF704 ZNF787 ZNF827 ZPBP ZXDB ZYG11B IVANOVA_HEMATOPOIESIS_STEM_CELL_LONG_TERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_STEM_CELL_LONG_TERM ABLIM1 ADAM22 ADARB1 ADGRD1 ADGRL1 AK1 AKAP9 ANGPT1 ANKS1B ANKZF1 AQP4 ARFRP1 ARHGEF10 ATXN1 BACE2 BCL9L BEND5 BICC1 BMP8A C11orf54 C9orf152 CACNA1C CASTOR2 CAVIN3 CBX6 CBX7 CCDC112 CCDC71 CCL27 CCM2L CCSER1 CEACAM7 CEROX1 CGNL1 CHIC1 CHST2 CILK1 CLDN3 CLEC2L CLIP4 CNTN1 COL18A1 CRIM1 CSAD CYP2J2 DCAF6 DMPK DNM1 DOCK8 DOCK9 DSG2 DUSP15 DYRK4 EFNA4 EFNB2 EGR3 ELAPOR1 ELAVL4 EPB41L2 EPHA5 EXT2 EYA2 FAAH FAM168A FGF19 FILIP1 FKBP7 FLRT3 FMN2 FOXN3 FSTL1 FUT10 GAA GARIN5A GBP6 GDAP1 GJD2 GLA GM2A GPRC5B HAVCR1 HBEGF HES1 HLF HM13 HOXA10 HOXA3 HOXA5 HP1BP3 HSD3B2 IFT122 IFT43 IGF1R IGHE IL4 JAG2 JAM2 JAM3 KAZALD1 KDF1 KIF6 KNDC1 KRT27 KRT7 LACTB LAMB2 LARGE1 LCA5 LDB2 LDHAL6B LENG8 LGI3 LHX9 LIX1L LPP LRCH4 MAP2K6 MAP7 MARCHF10 MAST2 MBOAT2 MECOM MET MGA MYO5C MYOM1 NAA30 NBEA NFE2L3 NMT1 NPY1R NSRP1 NT5DC3 OCLN P2RX4 PADI6 PCDH1 PCDH9 PCGF2 PCLO PEBP1 PHLPP1 PIERCE1 PLN PLSCR4 PLXDC2 PRDM1 PRDM16 PROCR PROX1 PRR16 PRRT3 PRRX1 PTPN21 PTPRZ1 RAB33A RASAL2 RBP1 RCC2 RHOQ RNF151 RORA RORC RRAS SCAPER SCARF1 SCP2D1 SETBP1 SHROOM3 SKI SLC12A2 SLC16A9 SLC6A15 SLC9B2 SLTM SMIM17 SMYD3 SPATA7 SPRR1A SRGAP1 SRGAP3 ST8SIA4 STARD6 STX1B SYN2 SYNPO TCF7L1 TIE1 TINF2 TMEM144 TNFRSF8 TNS1 TRAF1 TSBP1 TTLL7 TUBA3C TWIST2 UFSP2 UTRN VDR VNN1 ZAN ZBTB20 ZBTB39 ZDHHC17 ZFP1 ZFP92 ZKSCAN1 ZKSCAN2 ZMYM6 ZMYND11 ZNF260 ZNF268 ZNF354A ZNF467 ZNF784 ZRANB1 IVANOVA_HEMATOPOIESIS_STEM_CELL_SHORT_TERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVA_HEMATOPOIESIS_STEM_CELL_SHORT_TERM APC BCLAF1 BPNT2 BPTF C9orf50 DNTT ERBIN HIRIP3 KIF16B MATR3 MPHOSPH9 NCOA6 PDE1A PKP1 PRKCA PRRG1 RDM1 RSPH10B SENP6 SLC5A12 TSPAN1 UBXN10 IVANOVSKA_MIR106B_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOVSKA_MIR106B_TARGETS AGO1 AKAP11 AKTIP ARID4B ATAD2 ATG16L1 BTG3 C9orf40 CAPRIN2 CCND1 CDC37L1 CDKN1A CENPQ CFL2 CLIP4 CLOCK CYBRD1 DAZAP2 DEDD DUSP2 EFCAB14 EIF5A2 ELK4 ENPP5 FASTK FBXL5 FYCO1 FZD6 GOLGA1 GPR137B GPR137C HIF1AN HPS5 JAK1 KIAA0513 KIF5C KLF10 LIMA1 LIMK1 MAPK1 MAPRE3 MFN2 MKRN1 MVK NAGK NCEH1 NETO2 NKIRAS1 NUP58 PKD2 PKIA PLAGL2 PLSCR4 PRRG1 PRRG4 PUDP PURB RAB22A RASGEF1A RETREG2 RGMA RNH1 RRM2 SFR1 SIK1 SLC16A9 SLC40A1 SNX11 STYX TBC1D9 TLCD3A TMEM127 TMEM245 TMEM25 TMEM9B TNFAIP1 TNFRSF10B TNFRSF21 TPRG1L TRAPPC14 TRIM36 TUSC2 USP46 UXS1 ZBTB5 ZBTB6 ZFYVE9 ZNF367 ZNFX1 IVANOV_MUTATED_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IVANOV_MUTATED_IN_COLON_CANCER B2M BAG6 CTNND1 ESRP1 FXR1 HMMR LTN1 MAP1S MARCKS MSH3 NCOR1 PHF14 RNF43 IWANAGA_CARCINOGENESIS_BY_KRAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_CARCINOGENESIS_BY_KRAS_DN ABCA6 ABCB1 AKTIP ALOX12 AP2A1 ARHGAP5 ART2BP BMAL2 BMPR2 C15orf48 CADM2 CALB1 CAPNS2 CEP70 CFD COX7B2 CRKL CTDSP2 CYP2E1 CYP4B1 DBP DDX3Y DLL1 ENO3 ETFDH FCRL1 FEZF1 FGF12 FIBIN FLNA FLT1 GALR1 GBP2 GNAQ GRIA2 GRIK4 GTF2IRD1 GTF3C5 GTPBP1 H1-2 H1-7 HDAC6 HNRNPR HSPA12B HTR2B INTS12 IRGM IRS2 ITGA1 ITGA2B ITGA6 ITGB4 ITGB5 ITPRIPL2 KIAA0040 KLF4 KLF7 KLRB1 KRCC1 KRTAP5-9 LETM1 LHFPL2 LIMK1 LRP6 MAB21L1 MADD MALAT1 MAP3K14 MOGS MYCT1 MYH6 MYOZ2 NEURL1B NPM1 NR2F2 NSMCE2 NUDCD3 OLFML1 PARP1 PCDHB12 PDSS1 PEX16 PIGN PIK3IP1 PITPNB PLEKHM2 PLXNB1 PPP1R11 PPP2R5C PRKCE PTEN RCBTB2 REXO1 RFNG RGS2 RPGRIP1 RPL22 SAFB2 SCML4 SH2B1 SKAP2 SLC43A2 SNRPG SP1 SP3 SPAG16 SPON1 SRSF1 SULT1A1 TBC1D8B TBCE TCF4 TERF2IP TMEM200A TMEM243 TNNC1 TRIM14 TRIO TSPAN11 UPK3BL1 VPS36 ZNF23 ZNF780A ZSCAN12 ZSCAN22 ZSCAN5B IWANAGA_CARCINOGENESIS_BY_KRAS_PTEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_CARCINOGENESIS_BY_KRAS_PTEN_DN ABCB1 ABCB6 ABCD2 ABHD17C ABTB2 ACTC1 ADAM1A ADCY8 ADGRE5 ADGRL2 ADGRL4 ADH1C ADRB1 AJM1 AK4 AKAP12 ALDH1A1 AMIGO1 AMZ1 ANGPTL2 ANKRA2 ANKRD34A ARHGAP18 ARHGAP25 ARHGEF2 ARHGEF4 ARID4B ASCL3 ATP10D ATP13A4 AUH B3GALNT2 B3GNT6 B9D1 BGN BRCA1 BTBD6 C17orf58 C1QC C7orf57 CABP2 CACNA1A CACNG2 CALCRL CAV2 CAVIN2 CBFA2T3 CBR3 CCDC134 CCDC174 CCDC81 CCND3 CCNJL CD28 CD93 CDON CDT1 CELF6 CEMIP CETN1 CFAP91 CFHR3 CHCT1 CHD8 CHIC2 CHRNA9 CHSY1 CIR1 CLCA4 CLDN5 CLEC14A CLEC2L CLIP1 CNN1 CNPY4 CNR2 COL4A1 CORO1A CPNE8 CRIPT CRISP3 CTDSPL2 CTIF CTNS CUL3 CXCL13 CYCS CYP4A11 CYTH3 DAAM1 DCLK1 DCP2 DDHD2 DDN DDX27 DDX50 DEPP1 DPF1 DPT DYRK1A EARS2 EBF1 EDC3 EEF1AKMT1 EFNB2 EID2 EIF4G2 ELF4 ENDOG ENG ENPP2 ERF FA2H FAM229B FBXL7 FBXW12 FDX2 FGF14 FGFR2 FHL1 FMO1 FOXF2 FOXH1 FOXK2 FZD4 GALNT13 GAS1 GEMIN8 GEN1 GIMAP6 GLIS2 GLP1R GNB4 GPAT4 GPD2 GPR107 GPR153 GPR182 GREM1 GREM2 GRM5 GSN GTF2I GTPBP3 GZMA H1-9P HAUS3 HBP1 HEBP2 HELZ HIP1 HK1 HLA-DQB1 HNRNPF HNRNPU HOXA3 HOXB4 HOXB5 HS3ST3B1 ICOS IFIT2 IL2RG INMT INSR INTS2 INTS9 IPPK IQGAP3 IRF8 IRGQ IRS4 IRX1 ITGB3BP ITPR2 JUN KATNBL1 KCNG4 KITLG KLF4 KLF6 KLF7 KLK7 KRT80 LDB2 LGALSL LIG3 LRP8 LRRC72 MAN1B1 MAP2 MAP4 MAP7 MARCKS MAST3 MCAM MEIS2 METTL17 METTL6 MFSD13B MIDEAS MMP12 MMP2 MPDZ MRPL54 MS4A6A MTOR MUC15 MYO5A MYT1 MYT1L NCALD NDN NDST3 NDUFB10 NDUFV3 NEK11 NID1 NSF NXN OGN OPRK1 OR5B3 OSBP OTUD3 OXCT1 PAPPA2 PAQR5 PAXIP1 PDE4DIP PDILT PDLIM3 PDZD2 PDZD9 PEA15 PEX16 PFKFB3 PHEX PICALM PKD2 PLCG1 PLOD2 PLTP PLVAP PLXDC2 PMP22 PPBP PPP1R14A PPP1R14B PPP2R5B PRDM1 PROSER2 PRPF4B PRSS59P PSEN1 PSPC1 PTPRC PTPRD PTPRK RAMP2 RASGRP2 RASSF6 RCN1 RGMB RGS2 RHOJ RICTOR RPP40 RSF1 RSL24D1 SATB1 SCAF4 SCFD2 SELL SEMA3E SERPINB6 SERPING1 SET SHFL SHISA6 SIK2 SLC16A5 SLC22A3 SLC29A2 SLC39A10 SMARCD2 SMCHD1 SMG9 SNAI3 SNORA57 SNTB2 SNX21 SOX7 SPARCL1 SPART SPATS2L SPTBN1 SRD5A2 SREK1 SSH2 ST18 ST6GALNAC3 STON2 STPG4 SUGP1 SUGP2 SUSD4 SV2B SWSAP1 SYN2 SYNM TAX1BP1 TBC1D24 TBP TCERG1 TCF21 TEK TEX26 TGFB1I1 TGM2 THOC7 TLX1 TMED5 TMEM170A TMEM174 TMEM184B TMEM263 TMEM87B TMTC1 TNNT2 TNPO1 TPM1 TRA2A TRNAU1AP TSPAN13 TTC21B TTC28 TTC6 TTL TTLL8 TXNL1 UTP14A VCL VPS39 VPS50 VPS51 WASF2 WWOX XPA XPR1 YOD1 YPEL3 ZBTB14 ZBTB44 ZCCHC14 ZEB1 ZFHX4 ZMAT4 ZNF429 ZNF672 ZNF839 ZSCAN4 ZSWIM8 ZZEF1 IWANAGA_CARCINOGENESIS_BY_KRAS_PTEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_CARCINOGENESIS_BY_KRAS_PTEN_UP ACAP2 ACOT1 ACTA2 ADAM19 ADAMDEC1 ADAMTS10 AKAP10 AKAP8 AKIRIN2 ANKRD55 APPL1 ARG1 ARIH1 ARL8A ATP6V0A1 ATP6V1C1 AXIN2 B3GALNT2 BACE2 BCAP29 BCHE BHLHE40 BICDL1 BMERB1 BNIP2 BZW1 C3AR1 CA10 CALB1 CALHM5 CCL15 CCR1 CD14 CDC23 CDHR1 CETN4P CHAC2 CHL1 CLDN2 COL5A1 COPG1 CP CR1L CTSB CUL4B CYLC2 DCAF12 DMBT1 DNAI1 DPYS DTNB EFCAB12 EGLN3 EIF4EBP2 ELAVL3 ENPEP ERCC2 ERCC6L F3 FANCL FER FHIP1B FOXJ1 FREM2 GABRA1 GABRP GEMIN5 GGNBP1 GID4 GLA GMEB1 GOLM1 GPR149 GPRC5C GRIN1 GSDMA GTF3C4 HES2 HES3 HGF HIGD1A HINT3 HMOX1 HSPA1B HSPA2 IFNA1 IGBP1 IL36RN INAVA INTS2 IPO13 ISL1 KBTBD12 KCNK6 KIAA1671 KIF2A KNG1 KRTDAP LAMB3 LAMP2 LDB1 LDHD LITAF LMNB1 LMX1A LY6D MAGEB16 MAP6 MAPK8 METTL26 MFSD4A MIA MIB1 MIF MIS18A MORC1 MPZL2 MYB MYNN NCAPD3 NDUFS6 NEFM NFATC2 NME8 NOL11 NT5C2 NTF4 NUCB2 NUDT6 ODC1 OGA OPRL1 PDGFC PGAP1 PGK1 PGM3 PHF10 PKIB PLCH2 POLG PPIC PRG4 RAB39A RAB7A RAMP1 RBM18 RBM26 RBM46 RECQL RET RGS5 RNF128 RNF20 RPGR RPRD2 RRAGD RSL1D1 SENP2 SERPINA3 SERPINE1 SERPINF1 SFTPA1 SIGLEC1 SLC17A9 SLC5A1 SMPDL3B SUPT20H TBCA TCAF2 TCF7L2 TCL1B TDRP TEX13B TMEM107 TMEM177 TMEM33 TOP1 TP63 TRIM71 TUBA4A TVP23A UBA2 UOX WNK1 WWP2 XPO4 ZC3H14 ZMYND11 ZNF414 ZNF416 ZNF691 ZNF827 IWANAGA_CARCINOGENESIS_BY_KRAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_CARCINOGENESIS_BY_KRAS_UP ACBD5 ACKR4 ADCY7 ADK AEBP2 ARG2 ASB9 ASPH ATP1A1 ATP6V1C1 ATRX B3GAT1 B4GALNT1 BCL9L BEND4 BOD1L1 BRDT CAMTA1 CD55 CDC40 CDKL5 CHIA CHRAC1 CKMT1B CKS1B CLDN12 CLU CNTN6 COA8 COMMD3 CREB3L1 CREBBP CSNK1A1 CTPS1 CTSH CTSZ CXCL6 CYGB DENND2B DENND5B DERL2 DHCR7 DNAAF9 DNAH8 DNAJC12 DNM2 DUSP15 DUSP21 ECM2 EGFL6 EIF4G3 ELF5 EMB EMX2 EPCAM EPHA1 EPHA5 EPS8L1 EREG F7 FAM120A FAM185A FAM234B FAM3C FAM83G FBN2 FERD3L FUCA2 G2E3 GABRB3 GALNT3 GDE1 GIMAP6 GJA1 GLCCI1 GLRX GOSR1 GPBP1L1 GPR27 HIPK3 HLA-A HNF1A HNMT HOXD8 IAPP IBSP IFNGR2 IFT43 IGF1 INIP IPO8 JAM3 KCNJ15 KDF1 LDHA LDHD LDLR LGR6 LRG1 MAGI3 MAL MCOLN3 ME1 MRC2 MTMR1 MTUS1 NCS1 NIPA1 NPTXR NRCAM NRXN3 OSGIN2 PAFAH1B3 PAQR3 PC PCDHB13 PDCD2 PELI1 PEX7 PNN POMGNT1 PPP2R5C PRNP PTGIR PTGR2 PUF60 RAD23A RAD51AP1 RAI14 RNF123 RNF13 RNF181 RPS5 RUNX1 SCD SCHIP1 SCP2 SCRG1 SDC1 SERPINB12 SLA2 SLC15A2 SLC16A1 SLC43A2 SLC45A4 SLC9B1 SMARCA5 SNX30 SOAT1 SOX2 SPINT1 SPTLC3 ST14 STK38 SUPT7L TADA1 TCIM TEDC2 TEKT5 TENM2 TFCP2L1 TGFBR2 TGOLN2 TRAPPC2B TSEN54 TTN UBE2Q2 UQCC4 URI1 VPS35L WBP1 WDR91 WNT5B ZNF563 ZNF598 ZNF717 ZNRF1 IWANAGA_E2F1_TARGETS_INDUCED_BY_SERUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_E2F1_TARGETS_INDUCED_BY_SERUM ADK CENPH CENPU CEP57 CLSPN DEPDC7 FAM111A FIGNL1 GEMIN2 GGH GXYLT1 HEY1 HMGB2 HROB MAGI3 MAPRE1 MMUT MTMR2 PCGF5 PGM2L1 PIAS2 PSIP1 RAD51AP1 TPGS2 IWANAGA_E2F1_TARGETS_NOT_INDUCED_BY_SERUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IWANAGA_E2F1_TARGETS_NOT_INDUCED_BY_SERUM ARHGEF26 CCNA2 CDKN1B DTNBP1 NEO1 WASF1 IYENGAR_RESPONSE_TO_ADIPOCYTE_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IYENGAR_RESPONSE_TO_ADIPOCYTE_FACTORS ATF3 IGF2 ISG20 ITGA2 LAMA1 MMP1 NFKB1 SOX9 STC1 TNFAIP3 IZADPANAH_STEM_CELL_ADIPOSE_VS_BONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IZADPANAH_STEM_CELL_ADIPOSE_VS_BONE_DN ACKR3 AKAP12 AKR1C1 ANXA3 AR ARHGAP29 ASAP3 ASPN ATP2B4 BCL7A CA11 CA12 CCDC80 CDH11 CELF2 CFB CISD1 COL5A2 CRYAB DAAM1 DAB2 DHRS3 DHX40 DOCK11 EHBP1 EN1 EPB41L4B FAM234B FBLN1 FBN1 FBXO32 FGF21 FZD7 GATA3 GPR87 GPRC5B HOXB6 HSPA2 HYAL1 ID1 IGF1 IGF2BP3 IRAG1 JAM2 KCNE4 KDM5B KLHDC9 LAMA4 LAMB1 LASP1NB LHX8 LOX LOXL2 LRRC17 LTBP2 LZTFL1 MEST MFAP4 MFAP5 MYH10 MYH11 MYH2 N4BP2L1 NDN NEK1 NFIB NPR3 NRIP1 NUAK1 PALMD PBX1 PCSK6 PIP5K1A PLOD2 PLPP1 PODN POSTN PPP4R4 PPTC7 PRKAG2 PRKCI PTGIS RAB12 RASAL2 RGS4 RIMKLB RTN2 S100A16 SERPING1 SFRP2 SLC22A23 SLC24A3 SLC29A1 SLPI SMAD1 SORBS2 SST STAT4 SYTL2 TCF4 TLE1 TMEM245 TNNC1 TPD52L1 TXNIP VCL ZSCAN18 IZADPANAH_STEM_CELL_ADIPOSE_VS_BONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/IZADPANAH_STEM_CELL_ADIPOSE_VS_BONE_UP ABCB1 ABCB4 ACSL5 ADORA2B AGA AIFM2 AIM2 ALYREF ARHGAP24 ARL4C BMI1 BTN3A3 C15orf48 CASP1 CD44 CDH6 CELF1 CHN1 CHST15 CLEC2B COTL1 DDX39A DHRS7 DUSP6 ELOA EML1 ENO3 ETS1 FAM156A FHOD1 FOSL1 GAP43 GMDS GNB1 GOLIM4 GPR84 GSDME GTSF1 HAS2 HECW2 HLA-B HLA-F HLA-J HMGA2 HMOX1 HNRNPH1 HOMER3 HOXA10 HOXA11 HPCAL1 IRX5 ITM2C JAG1 KHDRBS3 KYNU LAP3 LMNA LRP8 LYN LYRM2 MAB21L2 MAF MAP3K5 MAPRE2 MARCHF3 MARCKSL1 MECOM MRPS6 MT1F MT1G MT1X MT2A MTSS1 NAP1L1 NEK6 NETO1 NID2 NOCT NQO1 NR2F2 NTM NUP88 ODC1 ORAI1 PAICS PDGFA PDXK PHACTR2 PHLDA2 PLAGL1 PLAT PPP1R14C PPP4R1 PREX1 PRKAR1A PSMB10 PSMB8 PSMB9 PTBP3 PTGR1 PTN PTPRK QKI RAB31 SATB2 SERP2 SERPINB1 SERPINI1 SH3KBP1 SH3TC1 SLC41A1 SLC7A11 SNX8 SOCS2 SRGN STAMBPL1 SZRD1 TBC1D1 TCIRG1 TFAP2A TP53I3 TPST2 TREX1 TSPAN5 TUBB2A UCK2 UPP1 VEGFA JAATINEN_HEMATOPOIETIC_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAATINEN_HEMATOPOIETIC_STEM_CELL_DN ABCC13 ACSL6 ADTRP AHSP ALAS2 ANKRD55 ANKRD9 AQP3 ARG1 ARL4C BCL11B BCL2L11 BLVRB BPGM C5AR1 CA1 CALD1 CAMK4 CCL3 CCL4 CCL5 CCR1 CCR7 CD14 CD163 CD1D CD2 CD247 CD27 CD28 CD36 CD3D CD5 CD86 CD8A CD8B CDK5R1 CDKN2D CEACAM8 CEBPD CHI3L1 CHRM3-AS2 CITED2 CLEC10A CLEC4A CLEC7A CMTM5 COTL1 CPVL CRISPLD2 CST7 CSTA CTSB CTSE CTSH CTTN CX3CR1 CXCL16 CYBB CYP1B1 CYP4F3 CYSTM1 DCAF12 DEFA1 DENND2D DOCK9 DOK2 EEIG1 EPHA4 ETS1 F13A1 F5 FBLN7 FCER1G FCGR2A FCGR3B FCN1 FGFBP2 FGL2 FGR FPR1 FYB1 GABARAPL1 GIMAP4 GNLY GPCPD1 GPR18 GPR65 GYPA GZMA GZMB GZMH GZMK HBA1 HBB HBD HBG1 HBM HBZ HCK IFI30 IGF2R IGSF6 IL10RA IL13RA1 IL18RAP IL1RN IL21R IL2RB IL7R ISG20 ITGAM ITGB2 ITGB2-AS1 ITK JAZF1 KCTD12 KLF1 KLF2 KLF4 KLRB1 KLRC1 KLRF1 KLRK1 KRT1 LAT LBH LCK LDLRAP1 LEF1 LGALS2 LGALS3 LILRA5 LRRN3 LTF LY9 LYZ MAL MAN1C1 MARCHF2 MEGF9 MIR22HG MMP8 MMP9 MNDA MPEG1 MS4A6A MYBL1 MYL4 NCF2 NELL2 NEXN NID1 NKG7 NPL OLFM4 OLIG1 PASK PCSK5 PF4 PF4V1 PIK3R5 PLBD1 PLXDC1 PNP PPBP PRF1 PRKCA PSAP PTGDR PVRIG PYHIN1 QPCT RASGRF2 RASGRP1 RBP7 RCAN3 RGCC RGS1 RGS18 RHAG RHD RORA RTN1 S100A12 S100A8 S100A9 S1PR5 SAMD3 SAMHD1 SECTM1 SELENBP1 SERPINA1 SERPINB2 SGK1 SGSH SH2D1B SLC14A1 SLC25A37 SLC2A3 SLC4A1 SLFN5 SNCA SNTB2 SPON2 STK17A STX11 SULF2 TENM1 TENT5C TESC TFDP1 TGFBI TGFBR3 THBS1 THEMIS TMC5 TNFAIP3 TOB1 TRABD2A TRAT1 TRBC1 TRDC TUBB1 TUBB2A TXNIP TYROBP UPP1 VCAN VSIG1 XCL1 XK ZAP70 ZER1 ZFP36L1 JAATINEN_HEMATOPOIETIC_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAATINEN_HEMATOPOIETIC_STEM_CELL_UP ABCC1 ABRAXAS1 ACACA ACSF2 ADAM28 ADAT2 ADGRA3 ADGRG6 AKR1A1 AKR1C3 AKT3 ALDH1A1 ALG10B ANGPT1 ANKRD28 ANKRD6 AREG ARHGAP22 ARMCX1 ARMCX2 ASPH ATP2C1 ATP6V0A2 ATP9A B4GALT6 BAALC BCAT1 BCL11A BEND4 BEX2 BIVM BSPRY BTBD3 C11orf54 C1QTNF4 CALN1 CBX2 CBX5 CCDC171 CCDC6 CCNB1IP1 CD109 CD34 CDCA7 CDK2AP1 CDK4 CDK6 CEP170 CFH CHRDL1 CHST13 CIBAR1 CMAHP CNKSR3 COL24A1 COL5A1 CPA3 CPSF3 CPT1A CRACD CREBZF CRHBP CRIM1 CRISPLD1 CTHRC1 CYTL1 CYYR1 DAPK1 DDAH1 DEPTOR DIPK1B DKC1 DNMT3B DOCK7 DPPA4 DPY19L2 DPY19L3 DPY19L4 DPYSL3 DSG2 DST DTL EBPL ECPAS EMP1 EOGT ERG ERLIN2 ERMP1 ETV6 F2R F2RL1 FABP5 FAIM FAM171B FAM216A FAM30A FAM98B FGD5 FHL1 FLT3 FLVCR1 FRMD4B FRMD6 GALNT7 GATA2 GATM GCSH GIHCG GLIDR GNA15 GNAI1 GOLIM4 GUCY1A1 HACD1 HADH HDGFL3 HHEX HLF HMGA2 HMGCR HOXA10 HOXA3 HOXA5 HOXA9 HOXB3 HPGDS HSH2D HSPB1 HSPD1 IGFBP7 IGLL1 IL18 IPO11 IPO7 IQGAP2 ISYNA1 ITGA9 ITM2C ITPRIPL2 JADE3 JUP KCTD15 KCTD3 KDM5B KHDRBS3 KIT LAPTM4B LIMCH1 LPIN1 LRCH2 MACROH2A1 MAP7 MAP9 MAST4 MBLAC2 MCM5 ME3 MEG3 MEGF6 MEIS1 MEST MICU3 MIR155HG MIR221 MLLT3 MMP28 MPL MRNIP-DT MRPS27 MSH5 MSI2 MSRB3 MYB MYCT1 MYO18A MYO5C MZB1 NAP1L3 NASP NDN NEGR1 NKAIN2 NKX2-3 NME1 NPR3 NREP NRIP1 NT5DC2 OBSL1 PAICS PAIP1 PAM PDE1A PDGFC PDZD2 PGBD1 PHACTR1 PKD2 PLA2G12A PLA2G4A PLAGL1 PLCB1 PLCB4 PLEKHA5 PLS3 PM20D2 POGLUT2 POGZ PON2 PPM1H PRDM11 PRDM16 PRDX4 PREX2 PRKACB-DT PRMT5 PROM1 PRXL2A PSMB5 PSMG1 PWWP3A PXDN QSER1 RAB34 RAVER2 RBM10 RBPMS RCN1 RDX RHOBTB1 RPS15A RUNX2 RUVBL2 RXYLT1 SAMD13 SCD SCHIP1 SCN3A SCN9A SCRN1 SELENOP SERPING1 SETD9 SGK3 SH3BP4 SH3RF1 SHANK3 SLC16A14 SLC25A27 SLC27A2 SLC39A10 SLC39A8 SLC9A7 SLITRK4 SMAD1 SMARCA1 SMARCA2 SMIM24 SMYD3 SNHG33 SOCS2 SOCS6 SPART SPIN4 SPINK2 SPOCK3 SRD5A3 SRSF3 SSBP2 STK3 STMN1 SV2A SYPL1 TAF1D TANC1 TBC1D24 TCAF1 TCEAL4 TCEAL9 TFEC TFPI TGFBRAP1 TIMM9 TMEM163 TMEM200A TMEM38B TMEM44 TNFRSF21 TNS3 TRIM24 TRIP6 TRO TSPYL5 TUG1 TUSC1 TXNRD3 UBE2Q2P13 UBR5-DT UBTD2 UHRF1 UMODL1 UNG VAV3 VWDE WASF1 WDR17 WDR49 WDR91 ZBED3 ZBTB8A ZFTA ZMAT1 ZNF117 ZNF165 ZNF302 ZNF395 ZNF512B ZNF521 ZNF618 ZNF709 ZNF711 ZNRF1 JACKSON_DNMT1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JACKSON_DNMT1_TARGETS_DN CENPA COL11A1 COL6A1 COL6A2 COL9A1 CRABP1 DNMT1 EFNB1 FZD8 GAS2 GJB2 GRB10 HMGB1 IGF2 JUP LDLR MDH2 MIR675 PEG3 POLD1 SCD U2AF2 JACKSON_DNMT1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JACKSON_DNMT1_TARGETS_UP ACKR3 AHCY BAG1 BIN1 CCN1 CCNG2 CDC25A CDKN1A CEBPZ CHEK1 CRYAB CSF1 CSK CTNNB1 CXCL10 CXCL3 CYP2E1 DAZL DYNLT2 ECT2 EIF2AK2 EIF3A ENG EPHA2 EREG ETV4 FGFR1 GATA2 GPR12 GTF2H1 HIF1A HLA-A HLA-B HLA-E HLA-G HMGA1 HSPB1 HSPH1 IFI16 IFIT1B IFIT3 IFNGR1 IGFBP6 IL10RB IL1RAP IRF7 ISG15 JAK2 JUNB KLF4 MAP2K3 MRE11 MX1 NFE2L2 PARP1 PDGFA PHLDA1 PLIN2 POLR2A PROCR PTGS2 RAD52 REEP5 RELA RGS16 RPA2 SEMA3C SFRP1 SIN3A SLBP SLPI SOCS3 TDG TGOLN2 THBS2 TK1 TRAF3 TRAF4 TRIM25 TRIM28 TSG101 XIST ZFP36 ZFP64 JAEGER_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAEGER_METASTASIS_DN ABCA12 ABCC3 ABHD2 ABLIM1 ACKR4 ADCY2 AHNAK AKR1B10 AKR1C1 ALDH2 ALDH3B2 ANK3 ANXA8 AOPEP AP1G2 AQP3 ARAP2 AREG ARHGAP32 ARHGEF4 ASPA ASS1 BBOX1 BCL11A BCL11B BICD2 BMP7 BTG1 C1orf116 CA12 CA2 CALML3 CALML5 CCL27 CD207 CD24 CD24P2 CD24P4 CDA CDH1 CDH3 CDHR1 CDS1 CFH CHN2 CHP2 CKMT1B CLCA2 CLIC3 CLTB COBL COL17A1 COL4A6 COL7A1 CPA3 CRYBG1 CRYBG2 CST6 CSTA CTNNBIP1 CTNND1 CTSG CTXND1 CWH43 CXADR CXCL14 CYP26B1 DEFB1 DGKA DIO2 DNASE1L3 DPP6 DSC1 DSC2 DSC3 DSG1 DSG3 DSP DST DUOX1 DUSP7 ECHDC2 EFS EGFR EHF ELMO3 ENPP2 EPHB6 EPHX3 EPPK1 ESRP2 ETS2 EVPL EXPH5 F2RL1 FAT2 FCER1A FCGBP FERMT1 FGFBP1 FGFR2 FGFR3 FHOD3 FLG FST FXYD3 FZD10 GABRE GATA3 GJA1 GJB3 GNA15 GPR87 GPX2 GRHL2 GSTT1 HAL HCAR3 HLF HOPX IL1R2 IMPA2 INAVA IRF6 IRX4 ITGB4 ITM2A ITPR3 IVL JAG1 JUP KCND3 KIT KLF4 KLF5 KLK10 KLK11 KLK7 KLK8 KLRF1 KRT1 KRT10 KRT14 KRT15 KRT16 KRT17 KRT19 KRT23 KRT31 KRT33A KRT5 KRT6A KRT6B LAD1 LAMA3 LAMB3 LAMC2 LGALS7 LGR5 LORICRIN LSR LTB4R LTF LY6D LYPD3 MAF MAL MAP7 MAPK13 MAST4 MATN2 MCOLN3 MID2 MMP28 MPZL2 MST1R MT1M MYO6 NAP1L2 NEBL NET1 NFIB NLRX1 NMU NRCAM NTRK2 PAK6 PALMD PCSK2 PDZK1IP1 PER2 PERP PI3 PKP1 PKP3 PLP2 PLPPR4 PLXNC1 POU2F3 PPL PRDX2 PRELP PRSS3 PRSS8 PTCH1 PTGS1 PTPRZ1 PYCARD QPCT RAB25 RAPGEFL1 RORA S100A14 S100A2 S100A7 S100A8 S100A9 S100P SCEL SCGB2A2 SCNN1A SCUBE2 SDC1 SERPINB13 SERPINB3 SERPINB4 SFN SLC1A4 SLC2A1 SLPI SOWAHC SOX15 SPINK5 SPINT2 SPRR1A SPRR1B SRD5A1 SSH3 ST14 STAP2 TACSTD2 TFAP2B TFAP2C THBD TM4SF1 TMEM45A TP53AIP1 TP63 TPD52L1 TPSAB1 TRIM29 TUBA4A TUFT1 TXNIP TYRP1 VSNL1 WNT5A ZBED2 ZNF185 ZNF750 JAEGER_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAEGER_METASTASIS_UP ADAM12 AURKA BGN CDC6 CENPF CKS2 CSAG3 DDAH1 DTL ENPP1 EPS8 FCGR1A FN1 GINS4 GPI H2AZ2 HLTF IGHM KIF2C MAGEA12 MAGEA2 MAGEA3 MERTK MET MME NCAM1 NCAPG NCBP2 NNT NUDT9 PAPSS2 PLOD2 RRM2 SCHIP1 SEPTIN6 SLC16A3 SMC4 SNAP25 SPP1 STC1 SULF1 TACC3 TBC1D1 THBS4 TUBB2B UCHL1 JAERVINEN_AMPLIFIED_IN_LARYNGEAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAERVINEN_AMPLIFIED_IN_LARYNGEAL_CANCER ASH2L BRF2 C11orf68 C1orf131 C2CD3 CCT5 COPS5 COQ4 DDX31 DUSP16 DVL3 ENTPD2 ERLIN2 ESR1 FADD FAM220A GNPAT GPATCH2L GTPBP8 KDM5A KLHL7 LSM1 MCCC1 MGAM MORN1 MYCBP2 NDUFB5 NPL NR1I3 PARP4 PIP4P1 PLCH2 PLGRKT PPFIA1 PSCA PSMB5 SNRPD3 TOPBP1 TRIP13 ZBTB25 JAIN_NFKB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAIN_NFKB_SIGNALING ALG3 APRT ARMC6 ARSB ASCC3 BCAT2 BNIP3 CA2 CBX3 CLNS1A CLUH CTSC DCTN1 DDX42 DDX46 DECR1 ENSG00000260917 FBL FLT1 GATB GBA1 HDDC2 HK2 IPO8 ITPA JAK2 LAS1L LIG3 LIG4 LMAN2 MED1 METAP1 MPHOSPH9 MRE11 MYC NAP1L1 NOC2L ORC5 PAWR PEX14 PLA2G4C PLAU PMVK POLA1 PREPL PRR3 PSMA2 PSMG1 PSPH PTPN7 RAD50 RCC1 RIDA RNF5 SLC23A2 SLC29A1 SMG7 SNX4 SPHK2 STK4 SYMPK TAP2 TFAP4 TICAM1 TM7SF2 TPD52L2 TRMT1 UCHL3 VEGFA XPO7 ZNF195 ZNF230 ZNF415 ZNRD2 ZZZ3 JAZAERI_BREAST_CANCER_BRCA1_VS_BRCA2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAERI_BREAST_CANCER_BRCA1_VS_BRCA2_DN APEX1 ARHGEF6 BABAM2 BMP6 CD36 CD83 CSNK1E CSRP2 FOXO1 GABRP GFM2 GOLGA1 IL7 ITGAE KDR MAST1 MMP13 NCOA1 PDE6A PDGFRB PLXNA2 PMEPA1 POLR2A PON1 PTEN PTPRM RCL1 RGL2 RGS1 RGS16 RYBP SBNO1 SFRP4 SRSF11 SUGP2 SYT17 TAL1 TRMT6 WNT2 YTHDC2 ZBTB14 ZNF211 JAZAERI_BREAST_CANCER_BRCA1_VS_BRCA2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAERI_BREAST_CANCER_BRCA1_VS_BRCA2_UP ACTR1A AFP AKT1 BAD CALU COPA CTNNBL1 CXCL5 DLGAP5 ELOB ENOX2 FDFT1 GART GCAT GNB2 GTPBP1 HARS1 IL17RA IL18R1 IL1B KDM5A LOX MAP2K3 MAPRE1 MNAT1 MPI MPV17L2 NAGA NCSTN NOC2L NT5DC2 PAF1 PAK2 PEF1 PISD PPP1CB PPP2R5A PPY2P RALY RBBP4 RNF167 RUNX1 SF3B4 SLC9A1 SPCS3 STRN3 TATDN2 TUFM UBAP2L JAZAG_TGFB1_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAG_TGFB1_SIGNALING_DN ABO ARID3B ATP2B2 C5 CCL27 CD244 CLCN7 CSDE1 CWC27 EEF1A1 FGF6 FLRT1 GHRL GLRX2 H2AC13 KCNMB1 LSR MYL11 NAA80 NAB2 OAZ3 P2RX6 PCF11 PCGF2 PLA1A PSMC3 RNH1 SAP18 SERPINF2 SIGMAR1 STOML2 SUFU TOP2A USP25 ZBTB14 JAZAG_TGFB1_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAG_TGFB1_SIGNALING_UP AASS ABCB8 ABCD1 ABHD2 ALDOC ATF5 ATP6V0A2 BAG5 BUD31 CAPN9 CASP3 CCDC85B CCL5 CCN6 CCNE1 CCNH CCPG1 CELF2 CHORDC1 CNIH1 CNPY3 CORIN CPSF4 CRABP2 CSF2RB DAP3 DNAAF11 DSCR4 DVL3 EBP EHMT2 EMILIN1 ERG28 ERLIN2 FARS2 FBXW10B FEZ2 FSCN2 GCM2 GFER GMEB1 GPR75 GSR GTF2H2 GTF3C4 HLA-A HSF2BP IL11 IL12A IL9 ILF3 INSL6 ITGB7 KCNQ4 KIF4A KLRA1P KPNA6 L1CAM LPCAT3 LSM5 MAP2K1 MED14 MRPS31 MT3 N6AMT1 NEU3 NRG1 NUDT21 NUP50 PDZK1IP1 PIGN PKIG PLP1 PMP22 PPP1R17 PRDX2 PRELID1 PTK7 PTPN22 PTPRH PWP1 RAPGEF3 RASAL2 RGS17 RNF24 SEC22A SEC23IP SLC12A7 SLC22A7 SLC35B1 SLC6A11 SPON2 SRCAP ST8SIA4 STRAP SUPT16H SYNGR4 TGM5 TIMELESS TIMM8B TINF2 TOPORS VPS4A WBP4 WIF1 YAF2 JAZAG_TGFB1_SIGNALING_VIA_SMAD4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAG_TGFB1_SIGNALING_VIA_SMAD4_DN ABCD1 ACKR1 AGPAT1 AIM2 BMP2 BYSL C5 CCL27 CCNE1 CD1A CDK17 CDK18 CLDN4 CLEC11A CNKSR1 CNOT9 CYB5A DRD2 FBXW10B FLT3LG GALR1 GUCY2F HRH2 HSPA4 ITGA6 ITGB7 JAG2 KCNMB1 LCP2 LIF LTA MAPK7 MFNG MST1 NEMF NID2 NRG1 PAK3 PDGFRB PHLDA1 PKLR PNOC POU2F2 PRODH PTCH1 PTK7 RASSF1 RBMX2 RBP4 RPL13A S100A1 SCAMP3 SF1 SH3BP2 SHISA5 SLC22A6 SNX10 SPI1 ST6GALNAC2 SYNGR2 TNFRSF10A TUBA1B UNC119 VAPB VIL1 JAZAG_TGFB1_SIGNALING_VIA_SMAD4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JAZAG_TGFB1_SIGNALING_VIA_SMAD4_UP ACTB APH1A ARHGEF5 C1QB C5AR1 CAB39 CAMK2B CBX2 CBX5 CD27 CDH6 CDIPT CDK20 CELF2 CELSR3 CGA CNIH1 CNPY3 COG2 COPZ1 CRADD CYP1B1 DAXX DNAH2 EIF1 ENO1 EP300 ERCC5 FGF12 FKBP8 FXR2 GABRB1 GATA4 GLRX2 GPR37L1 GPR45 GRHPR HAS3 HCN4 HDAC4 HEBP1 HGF HMGA1 HS3ST3A1 IFI35 IGF2BP1 ITIH3 JPT1 KLK11 KRT38 LBX1 LHX2 LPAR2 LSP1 MBD1 MPDU1 MRPL4 MRPL48 MRPS31 MUC6 MYBL2 MYL11 MYO18A MYO1F NAMPT NOCT NOSIP NPRL2 NUP153 OR10H2 OSGIN1 PADI3 PAX9 PCGF2 PDZK1IP1 PEG3 PGRMC2 PILRA PKIG POP7 PPP1R17 PTMA PTPRC RAB4B RACK1 RAMP1 RFX4 SATB1 SEM1 SERTAD1 SLC23A1 SPINK5 SRCAP SRRM1 STK25 TOM1 TOM1L1 TP53 TP53I11 TPPP3 TSPOAP1 UBA2 UBIAD1 VCX WDR45 WIPI2 YWHAE JECHLINGER_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JECHLINGER_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_DN ACTN4 AMD1 ARHGEF1 ATF3 ATP1A1 BCL6 BMP4 BTG2 CA2 CCN2 CDH1 CHKA CTNND1 CTSH CYP2F1 DUSP1 EGR1 EGR2 EPCAM F3 FBP2 FLNA FOS FZD8 GRB7 HMGA2 HMMR ID1 ID2 ID4 INMT IRF6 ITGB5 ITPR1 JUP KITLG KLF10 KLF2 KRT14 MYH9 NNT NR4A1 NRP1 NUMB PADI2 PC PKP1 PLK2 PRKCZ SAT1 SERPINB5 SGK1 STAT5A TGFB3 TGM2 THBS1 TIAM1 TIMP3 TSC22D1 VAMP8 ZFP36 ZNF239 JECHLINGER_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JECHLINGER_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_UP ACKR3 ADA ADSS1 ASNS B2M BCL3 C4B CCK CD68 CDH15 CDH2 CFH COL3A1 COL6A1 COL6A2 CSN3 CTSZ CXCL3 CXCL6 CYP1B1 DAB2 DCN DDR2 FMO1 GALK1 GAS1 GBP4 HIF1A HTRA1 IFIT1B IFIT3 IFITM3 IL11 INHBA IRF7 ISG15 LAMB1 MMP12 MMP13 MMP2 MTHFD2 PCOLCE PDGFRA PDGFRB PHGDH PLA2G7 PMP22 PPIC PROCR PTGS1 PTPN22 RNASET2 RRAS S100A8 SDC1 SDC2 SERPINH1 SLC3A2 SLPI SNAI1 SPARC SRM STAT1 TNC TNXB UPP1 VIM VLDLR JEON_SMAD6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JEON_SMAD6_TARGETS_DN BCKDHA CALCB CCNB2 CDH1 CENPA CTH DDC DDX39A DHCR7 DHFR EGFR ERBB3 IRS2 KIF11 KIF23 NOTCH3 TOP2A UBE2S USH1C JEON_SMAD6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JEON_SMAD6_TARGETS_UP CSF1 CXCL8 DKK3 FAS FBN1 FILIP1L JUN KLRC2 LAMC2 MMP7 NRG1 PSMB8 PTX3 QSOX1 RFTN1 SERINC5 SERPINE1 SERPINH1 TGFB2 THBS1 TIMP2 TRIB1 TRIO UBD JEPSEN_SMRT_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JEPSEN_SMRT_TARGETS ABCA1 ADAT2 APOE ARL8B CGREF1 DCX DSCAM EGR1 ELAVL3 ESD HMGA1 HMOX1 IGF2R KDM6B LIMS2 METRN MGA NIF3L1 NTNG1 PDGFA PDLIM4 PPP1R1A PRDM15 RBP1 SPARC SPRY4 SRXN1 SYT12 TCF25 TIMP1 TNFRSF12A ZBTB5 ZNF449 JIANG_AGING_CEREBRAL_CORTEX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_AGING_CEREBRAL_CORTEX_DN ACO2 ACTR3 AP2M1 APOE ARPP19 ATP1A1 ATP1B2 ATP6AP1 ATP6V1E1 CALM2 CCK CDK16 CPLX1 CS CSDE1 CSNK1A1 DAD1 DCTN1 DDX3X DNAJB11 DNM1 DYNC1H1 EEF1G EIF4G3 GABRA1 HSP90AB1 KCNMA1 MAG MGLL NCL NME1 NPTX1 NSF OAZ2 PFN1 PLD3 PPM1A PPP1CB PPP2CA PTGDS RAB14 RAB2A SEPTIN7 SKP1 SRSF5 SYT1 TIA1 TUBB3 TUBB4B JIANG_AGING_CEREBRAL_CORTEX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_AGING_CEREBRAL_CORTEX_UP ACTB BCAP29 C1QBP CASP6 CCNG1 CDC5L COL6A2 DCK EGR2 EPHA7 FAH FKBP3 GADD45B GRIA2 H2AZ1 MARCKS MBL1P PAFAH1B1 PRDX1 PREP RASGRF1 RDX RPL5 RPS24 SCD SELENOP SLC25A4 SOS2 TIMP3 TPT1 TRA2B UBE2E1 VIM ZNF761 JIANG_AGING_HYPOTHALAMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_AGING_HYPOTHALAMUS_DN ACHE ACO2 AP2M1 APOE ATP1B2 ATP6AP1 ATP6V1E1 ATP9A CAMK2G CANX CPE CS DDB1 DHX30 DLG4 DNAJA2 DNM1 EPAS1 EPRS1 FSTL1 GDI1 GPX4 GRIA1 KIF5B MGAT2 PLD3 PRKACB PTGDS RAB18 SARS1 STIP1 SYT1 UBC VSNL1 VTI1B JIANG_AGING_HYPOTHALAMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_AGING_HYPOTHALAMUS_UP ACTB AKR1A1 ANP32B ATP5F1C ATP5IF1 ATP5MG ATP5MK ATP5PO B2M BTG3 C1QBP CASP6 CCT6A CLK1 COX7A2 CSF1R CTSS GAS5 HBA2 HBB HEXB HSD17B4 HSPE1 ITPR1 M6PR MAP2K1 MAP4 MT1A NDUFA1 NDUFB5 NDUFC1 PAFAH1B1 PPA1 PPP1R7 PRDX1 PREP PSMA4 PSMA6 PSMD14 RPL17 RPS12 SEPTIN4 SNX2 SOD1 SST TBCA THY1 TPD52 TPP1 JIANG_CORE_DUPLICON_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_CORE_DUPLICON_GENES CCDC127 DPY19L2P2 GOLGA8EP GUSBP14 LRRC37A2 NBPF11 NPIPA1 PMS2P5 RGPD5 SPATA31A7 TBC1D3C TRIM51 ZNF790 JIANG_HYPOXIA_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_HYPOXIA_CANCER ARPC3 ARPC5 ATP1B1 ATP6V1A AUP1 BET1L CDC25B CENPF COA3 COLGALT1 DHFR E4F1 EBPL EDN2 ERGIC1 FBXO17 FERMT2 FN1 GOT2 HAX1 HMG20B ISG15 IST1 ITGAE KIF4A LIN28B MANSC1 MCRIP1 MRPS34 MRTO4 NCAPG2 PDZK1 PER3 PGM1 PGM3 PLOD3 PPME1 PPT1 PRMT5 RALGDS RPL22 RPN2 SERP1 SH3BGRL3 SLA SLC12A1 SQOR SRSF9 SUCLG2 TGIF1 TGM2 TIMM21 TMEM51 UBE2I UBL7 UFM1 VAPB YIPF5 JIANG_HYPOXIA_NORMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_HYPOXIA_NORMAL ADAR ADD3 AGPAT2 AK4 AKAP12 ALDOC AMH ANGPTL4 ANXA4 AP2B1 AP3M2 ARHGAP8 ARHGEF2 ARL1 ASPH ATF7IP ATP1B3 BLVRB BNIP3 BNIP3L C2orf49 CA12 CANX CAV1 CD2BP2 CD9 CDC34 CDC42 CDK8 CHPT1 CIDEB CITED2 CKB CORO1A CPD CPNE1 CSDE1 CTSL DCAF6 DDX19B DDX41 DHCR7 DPP4 DUSP1 EIF2S2 ENO2 ENOSF1 ENTREP1 FAM162A FASN FBXO8 FEZ1 GADD45B GAL3ST1 GM2A GNPDA1 GPATCH8 GPRC5A GRB10 GRSF1 GSTA1 GTPBP2 H3-3B HDHD5 HIF1A HILPDA HLA-A HLF HMOX1 HOOK2 HOXA4 HSPA5 IFNGR1 IGFBP3 IL9R IMMP2L IMP3 ITGB4 KCMF1 KCNMA1 KDM2B KHDRBS3 KPNA4 KPNB1 LAMC1 LARP6 LOX LRP1 LSR MAGT1 MAP1LC3A MAP2K6 MAPK7 MCL1 MDK MED10 MLF1 MSANTD3 MSMO1 MTCL1 MVK MYBL2 MYOD1 NARS1 NCL NDRG1 NDRG2 NEK6 NFKBIA NIT1 NMT1 NOL3 NT5E NUPR1 OBSL1 ORMDL1 OSER1 P4HA1 P4HB PDGFC PEA15 PEX26 PFDN1 PI4K2A PIM2 PJA2 PKD1 PLCD1 PLIN2 PLOD2 PPP1R11 PPP1R15A PPP1R3C PSMB10 PSMD6 PTPN12 PTPRU RAB20 RALGDS RBM12 RDH14 RER1 RFX3 RHBDD3 RIPK4 RNF114 RSL24D1 RYBP SAP30BP SCD SDCBP SERBP1 SERGEF SERPINE1 SERTAD2 SESN2 SGCE SIRPA SLC2A1 SLC30A1 SLC30A9 SLC35E1 SLC3A2 SNTA1 SNX10 SNX4 SNX9 SOD2 SOX12 SPATA20 SQLE SRRM2 STAMBP STAU1 STBD1 STC2 STOM STXBP2 SYT13 TCEA3 TFG TGM2 TLNRD1 TMEM30A TOMM20 TRNAU1AP TSC22D3 TSKU UBE2E1 UBE2O UGCG UGP2 UPP1 VAPB WAPL XPNPEP1 YPEL5 ZBTB47 ZFP36 ZNF395 JIANG_HYPOXIA_VIA_VHL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_HYPOXIA_VIA_VHL AIMP1 DGCR6L ENO2 EWSR1 GMFB LSM3 MRPS6 PECR POLD1 PPP2R5D RAB14 RPLP0 SCARB2 SLC3A2 SPATS2L TCEAL9 TES TRAPPC2L UACA JIANG_MELANOMA_TRM10_LAMINA_PROPRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM10_LAMINA_PROPRIA AHNAK AOAH APMAP APOBEC3C APOBEC3G ARPC5L BTN3A2 C12orf75 CCL3 CCL4 CCL4L2 CCL5 CD27 CD74 CD8A CD8B CD99 CLDND1 CLEC2B CMC1 CNN2 CRTAM CST7 CTSC CTSW CXCR3 CXCR4 CYBA CYTOR DENND2D DGKZ DNAJB1 DUSP2 EOMES F2R FABP5 GIMAP4 GIMAP7 GZMA GZMH GZMK GZMM HCST HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-F IFNG IKZF3 ITGB2 ITM2C KLF2 KLRG1 LAG3 LIME1 LINC00861 LITAF LYAR LYST MT2A NFATC2 NKG7 NUCB2 OPTN PDCD1 PLAAT3 PLAAT4 PLEK PRF1 PSMB9 PTPRC PTPRCAP PYHIN1 SAMD3 SH2D1A SLAMF7 STK17A TAGAP TIGIT TNFSF9 TOX TPST2 XCL2 JIANG_MELANOMA_TRM11_CD8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM11_CD8 ABI3 ALOX5AP AOAH CAPG CCL4 CCL4L2 CCL5 CD160 CD244 CD63 CD8A CD8B CKLF CTSW FASLG GABARAPL1 GADD45B GPR15 GZMM HOPX IFNG ITGA1 ITGAE ITM2C KLRD1 LDLRAD4 LGALS1 LINC01871 LINC02446 MT-ND4 NKG7 NR4A1 NR4A2 NR4A3 PDCD4 PTGER2 PTGER4 RASGEF1B RUNX3 SPRY1 THEMIS TMIGD2 TNFSF9 TRG-AS1 UBXN11 VIM XCL1 XCL2 ZNF683 JIANG_MELANOMA_TRM1_CD8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM1_CD8 AHNAK ALG13 ANKRD37 ANXA1 AREG BCAS2 BIRC3 BRD2 BTG1 BTG2 CACYBP CALM2 CCNH CD28 CD44 CD55 CD69 CDKN1A CDKN1B CEMIP2 CHMP1B CITED2 CKS2 CLEC2B CLK1 CREM CRTAM CSRNP1 CXCR4 CYCS CYTIP DDIT4 DDX24 DDX3X DNAJA1 DNAJB1 DNAJB6 DUSP1 DUSP2 DUSP4 DYNLL1 EIF1 EIF4A2 EIF4A3 EIF5 ELF1 EML4 EZR FAM177A1 FOS FOSB FOSL2 FTH1 FUS GABARAPL1 GADD45B GPR183 GTF2B GZMK H2AX H3-3B H4C3 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA5 HSPA8 HSPB1 HSPD1 HSPE1 HSPH1 ICOS IDS IER2 IL7R INSIG1 IVNS1ABP JMJD6 JUN JUNB JUND KDM6B KLF6 LDHA LEPROTL1 LINC-PINT LMNA MALAT1 MCL1 MYADM NABP1 NCL NEU1 NFE2L2 NFKBIA NFKBIZ NIBAN1 NR3C1 NR4A1 NR4A2 NR4A3 P2RY10 PDCL3 PDE4B PHLDA1 PIK3R1 PNRC1 PPP1R10 PPP1R15A PPP1R2 PRDX1 PRMT9 PTGER4 PTGES3 PTMA PTP4A1 RALGAPA1 RANBP2 RASGEF1B RBKS REL RGCC RGS1 RGS2 RHOH RNF19A RPL22L1 RSRP1 SAMSN1 SARAF SAT1 SDCBP SELENOK SERTAD1 SLC2A3 SLC38A2 SNHG12 SNHG15 SOCS1 SOCS3 SOD1 SQSTM1 SRGN SRSF2 SRSF7 STAT3 STK17B SYAP1 TAGAP TAGLN2 TENT5C TGIF1 TIPARP TNFAIP3 TNFSF9 TOB1 TSC22D3 TSPYL2 TUBA1A TUBA1B TUBA4A TUBB4B UBB UBC UBE2B USP36 VIM VPS37B WSB1 XCL1 YPEL5 ZFAND5 ZFAS1 ZFP36 ZFP36L2 ZNF331 JIANG_MELANOMA_TRM2_CD8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM2_CD8 ALOX5AP ANKRD37 ANXA1 APOBEC3G ARPC5L BHLHE40 BIRC3 BRD2 BTG1 BTG2 CBLB CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCNH CD44 CD69 CD74 CD8A CEMIP2 CITED2 CKS2 CLEC2B CLIC1 CLK1 COTL1 CREM CRTAM CSRNP1 CST7 CTSC CXCR4 CYTOR DNAJA1 DNAJB1 DNAJB6 DTHD1 DUSP1 DUSP2 DUSP4 FABP5 FASLG FOS FOSB GADD45B GBP5 GLUD1 GNG2 GZMA GZMB GZMH GZMK H3-3B HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA8 HSPH1 ICOS ID2 IFNG IGKC IGKV1-5 ITM2A JMJD6 JUN JUND KLF6 LAG3 LCP1 LSP1 LYST MALAT1 MAP3K8 MCL1 MYADM NAMPT NEU1 NFKBIA NFKBID NFKBIZ NKG7 NR4A1 NR4A2 NR4A3 PHLDA1 PIK3R1 PNRC1 PPP1R15A PRNP PTGER4 PTPN22 PTPRC RALGAPA1 RASGEF1B RBKS REL RGCC RGS1 RGS2 RHOH RNF19A RSRP1 SAMSN1 SAT1 SDCBP SELENOK SERTAD1 SH2D1A SLA SLC2A3 SRGN SRSF2 SRSF7 STK17B TAGAP TENT5C TNF TNFAIP3 TNFSF9 TSPYL2 TUBA1A TUBA4A UBB UBC VPS37B XCL1 XCL2 YPEL5 ZFP36 ZFP36L1 ZNF331 JIANG_MELANOMA_TRM3_CD8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM3_CD8 ACP5 ACTB ACTG1 ACTN4 ADGRG1 AHI1 AIP AKIRIN2 ALDOA ALOX5AP ANAPC11 ANP32B ANP32E ANXA5 ANXA6 APOBEC3C APOBEC3G AREG ARF1 ARF5 ARID5B ARPC2 ARPC3 ARPC5 ARPC5L ATP2B1 ATP5F1B ATP5F1C ATP5F1D ATP5IF1 ATP5MC2 ATP5MC3 ATP5MF ATP5MG ATP5PB ATP5PF B2M BANF1 BATF BBLN BHLHE40 BIRC3 BLOC1S1 BSG BST2 BTG3 BZW1 CALM2 CALM3 CALR CAP1 CAPZB CARD16 CARHSP1 CBLB CBX3 CCDC167 CCL3 CCND2 CD2 CD226 CD27 CD2BP2 CD3D CD63 CD7 CD74 CD82 CD8A CD99 CDC123 CDK2AP2 CDKN2A CFL1 CHCHD2 CHMP2A CKS2 CLEC2B CLIC1 CLTA COPE CORO1A COTL1 COX17 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7B COX8A CREM CTLA4 CTSB CTSC CTSD CTSW CXCL13 CXCR6 CYB5R3 CYTOR DBI DCTN2 DCTN3 DEK DNAJB14 DNPH1 DRAP1 DUSP4 DYNLL1 EID1 EIF6 ELOB ENO1 ENSA ENTPD1 EPSTI1 ERH EWSR1 FABP5 FAS FIBP FKBP1A FKBP5 GALM GAPDH GBP1 GBP2 GBP5 GEM GET3 GMFG GNG5 GPI GRB2 GSTO1 GZMB GZMH H2AZ1 H2AZ2 HAVCR2 HERPUD1 HIF1A HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HMGB1 HMGB2 HMGN1 HMGN2 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPK HNRNPLL HNRNPR HPRT1 HSBP1 HSD17B10 HSPA5 ICOS ID2 IDH2 IFI16 IFI27L2 IFI6 IFITM1 IFITM2 IFITM3 IFT25 IGFLR1 IGHG1 IGKC IGKV1-5 IGKV3-11 IGKV3-15 IGKV3-20 IGKV4-1 IGLV3-21 IL2RB IL2RG ILF2 IQGAP1 ISG15 ISG20 ITGAE ITM2A JAML KPNA2 LAG3 LAP3 LAPTM5 LCP1 LDHA LGALS1 LGALS3 LIMS1 LINC00649 LMNA LMNB1 LSM2 LSP1 LY6E LYST MACROH2A1 MAD2L2 MAP2K3 MCM5 MDH1 MDH2 MIR155HG MIR4435-2HG MPG MRPL52 MT1E MT2A MTHFD2 MX1 MYL12B MYL6 NAMPT NAP1L1 NASP NDUFA12 NDUFA4 NDUFA6 NDUFB11 NDUFB3 NDUFB4 NDUFS3 NDUFS5 NDUFS6 NDUFV2 NHP2 NIBAN1 NKG7 NONO NPM1 NR3C1 NUCKS1 NUDT1 NUDT21 OASL OAZ1 PAM PAPOLA PARK7 PCED1B PDAP1 PDCD1 PDIA3 PDIA6 PELI1 PFN1 PGAM1 PGK1 PHLDA1 PHPT1 PHTF2 PIM3 PKM PLP2 PMAIP1 POLR2G POMP PPDPF PPIA PPIB PPM1G PPP1CA PPP1CC PPP4R2 PRDM1 PRDX1 PRDX3 PRDX5 PRDX6 PRF1 PSMA4 PSMA7 PSMB1 PSMB2 PSMB3 PSMB6 PSMB8 PSMB9 PSMC3 PSMC5 PSMD4 PSMD8 PSME1 PSME2 PTMA PTMS PTPN22 PTPN7 PTTG1 RAB11A RAB27A RABAC1 RAC1 RAD21 RALA RALY RAN RANBP1 RBM3 RBM8A RBPJ RBX1 RGCC RGS1 RGS2 RHBDD2 RHOA RILPL2 RNF181 RNF19A ROMO1 RPA3 RPS26 RPS27L RTRAF S100A11 S100A4 SAMSN1 SAP18 SEC11A SEC11C SEC61B SEC61G SEM1 SF3B5 SFXN1 SH2D2A SH3BGRL SH3BGRL3 SIRPG SLA SLBP SLC25A3 SLC25A5 SMC1A SMC4 SMS SNAP47 SNRPB SNRPC SNRPD1 SNRPD3 SNRPF SNRPG SNX9 SOD1 SP100 SP140 SPCS1 SRGN SRI SRP14 SRSF3 STAT1 STMN1 SUB1 SUMO2 TALDO1 TANK TAP1 TAX1BP1 TBC1D4 TGIF1 TIGIT TMEM14C TMEM258 TMPO TMSB10 TMSB4X TNFRSF18 TNFRSF1B TNFRSF9 TOX TPI1 TPM3 TPM4 TRAPPC1 TRIM22 TSHZ2 TSPO TUBA1B TUBB TXN TXNDC17 TYMP UBB UBC UBE2A UBE2B UBE2L3 UBE2L6 UBL5 VAMP5 VDAC1 VIM VOPP1 WDR83OS WNK1 XCL1 XRCC5 XRCC6 YWHAB YWHAQ ZFP36L1 ZNF331 ZYX JIANG_MELANOMA_TRM4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM4 ADAM8 ADAM9 ADGRG1 ADGRG3 AHR ALDH2 ALOX5AP ANXA1 ANXA2 ANXA4 ANXA5 APOBEC1 APOE ARHGAP11A ARRDC3 ATF3 ATP6V0A1 BLNK BMP2K BTK C1QB C1QC CAPG CCDC88A CCL3 CCNB1 CCNB2 CCR1 CCR8 CD14 CD24 CD44 CD63 CD69 CD74 CD80 CD81 CDKN2C CENPH CEP85L CKS1B CLEC12A CPD CREG1 CSF1 CSF1R CSRNP1 CTNNA1 CTSH CTSS CXCL10 CXCL16 CXCL2 CYBB CYFIP1 DAPK1 DENND5A DUSP1 DUSP4 DUSP6 EGR1 EGR2 ELL2 FABP5 FCER1G FGL2 FOS GADD45B GAS2L3 GAS7 GCNT1 GEM GPR141 GPX1 GRN GSTK1 GSTM5 H1-0 H1-2 H2BC14 H2BC4 H2BP2 HAVCR2 HHEX HSPA13 HSPA1A IER2 IFI30 IFITM1 IFITM2 IFITM3 IFNGR2 IL2RA IRF4 IRF8 ITGA1 ITGAE ITSN1 JUN KIF11 KIF15 KIF23 KLF4 KNL1 LAMP2 LAT2 LGALS3 LGMN LITAF LMNA LPCAT2 LY86 MAF MAP4K5 MARCKS MARCKSL1 MKI67 MPEG1 MRC1 MYADM MYO1E MYO5A MYO9A NAAA NCAPD2 NCAPG2 NEK6 NFAM1 NFIL3 NFKBIA NFKBID NR4A1 NR4A2 NR4A3 NUCB2 NUSAP1 ODC1 P2RY14 PF4 PHACTR2 PHLDA1 PLCG2 PLK1 PMAIP1 PNP PPP1R15A PRIM1 PRKAR2B PRNP PRR11 PSTPIP2 PTPRE PYGL QPCT RAB31 RASGEF1B RASSF4 RFC3 RFC4 RGS1 RGS16 RGS18 RGS2 RHOB RNASE6 RNF149 RNY3 RRM2 SAT1 SEMA6D SHCBP1 SIK1 SKIL SLC41A2 SNX9 SPC24 SPI1 ST3GAL5 ST6GAL1 STMN1 STOM STX7 STYK1 SWAP70 SYK TACC3 TBC1D8 TGFBR3 TIFA TJP1 TMEM176B TNF TNFAIP3 TNFRSF9 TNFSF9 TOP2A TRIB1 TXN UHRF1 VDR WDFY4 ZCCHC24 ZFP36 JIANG_MELANOMA_TRM5_CD8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM5_CD8 ACTB AKAP13 ALDOA ANXA1 ANXA2 ARID5A ATF3 ATP2B1 ATP5MK B4GALT1 BHLHE40 BRD2 BTG1 BTG2 CALM1 CALM2 CAPG CAPNS1 CCDC107 CCL4 CCND2 CD28 CD40LG CD44 CD6 CD69 CD82 CDKN1A CHD4 CISH CITED2 CLK1 COQ10B COTL1 CREM CSRNP1 CTSW DNAJA1 DNAJB1 DUSP1 DUSP5 DYNLL1 EIF1 EIF4A1 EIF5A EMC10 EMD ENO1 ETS1 FGL2 FKBP2 FOS FOSB FOSL2 FTH1 FTL FUS GADD45B GAPDH GCH1 GEM GNB1 GPR132 GSTP1 H3-3B HERPUD1 HILPDA HIVEP2 HMGN1 HSD11B1 HSP90AB1 HSP90B1 HSPA5 HSPA8 ICAM1 ICOS IER2 IER5 IFNAR1 IFNG IFNGR1 IFRD1 IL2 IL21R IL2RB IL2RG ITGAE ITK ITM2B ITPKB JUNB JUND KDM6B KLF10 KLF6 LCP1 LDHA LITAF LMNA LRRC58 LY6G5B MALAT1 MIF MXD4 MYH9 NDFIP1 NEURL3 NFKBIA NFKBID NFKBIZ NR3C1 NR4A1 NR4A2 NR4A3 ODC1 ORAI1 PDCD1 PDIA3 PDIA6 PFN1 PHLDA1 PIM1 PKM PLD3 PNRC1 POLR2L PPP1R11 PPP1R15A PPP1R16B PRDX6 PRKAR1A PRR7 PTMA PTP4A1 PTPN22 QPCT RAPGEF6 RGCC RGS1 RGS2 RHEB RORA RPL15 RPL35 RRAD RSRC2 SAMSN1 SAP18 SAT1 SERTAD1 SIT1 SLBP SLC38A2 SLC3A2 SMAD7 SMCO4 SOCS1 SQSTM1 SRSF2 STK17B TAGAP TBX21 TESC TGFB1 TGIF1 THY1 TMEM123 TMEM256 TNFAIP3 TNFAIP8 TOB1 TOMM6 TUBA4A UBA52 UBC UBE2S USP50 VGLL4 VPS37B WBP1 WNK1 WSB1 YBX1 YWHAZ ZC3H12A ZFP36 ZFP36L1 ZFP36L2 ZNRF1 JIANG_MELANOMA_TRM6_CD8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM6_CD8 ABRACL ACTG1 AIMP1 ANXA2 ANXA6 AP2S1 APRT ARL6IP5 ARPC1B ARPC3 ARPC5 ATP1B3 ATP5F1C ATP5PB BAK1 BSCL2 BTF3 CARHSP1 CCDC12 CCL5 CCR2 CCT2 CD47 CD48 CDC25B CDC42 CLIC1 CLTA CMTM7 CORO1A CORO1B COX4I1 COX5B CRIP1 CSNK2B DAP DHRS1 EBP EEF1B2 EEF2 EIF3F EIF3H EIF3I EIF4E2 EPSTI1 ESD ESM1 FLOT1 FUT7 GAPDH GGT1 GIMAP1 GIMAP7 GLIPR2 GLRX GLUD1 GM2A GMFG GNA15 GZMA GZMB GZMK HMGB2 IFITM1 IFITM2 IFITM3 IGBP1 ITGAX ITGB1 KLHL6 KLRD1 KXD1 LAT2 LGALS1 LGALS3 LGALS3BP LSP1 MRPL30 MRPL58 MRPS16 MSRB1 MT1A MYL6 MYO1G NACA NCCRP1 NOP53 NPC2 NRP1 NUDT21 PDLIM1 PDLIM2 PGLYRP1 PHF5A PKP3 PLEK PLP2 POLR1D PPP1CA PRDX1 PRELID1 PRR13 PSMB4 PSMD8 PSME1 PYCARD PYHIN1 RAC2 RACGAP1 RACK1 RASA3 RASGRP2 RBM3 REEP5 RILPL2 RNH1 ROM1 RPL10 RPL10A RPL22 RPL24 RPL28 RPL29 RPL31 RPL39 RPL4 RPL7 RPL7A RPLP0 RPS10 RPS11 RPS12 RPS17 RPS2 RPS20 RPS26 RPS27L RPS4X RPSA JIANG_MELANOMA_TRM7_CD8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM7_CD8 ACAP1 ACTN2 ARHGAP45 ARHGEF1 ATXN7L3B B4GALNT1 BCL11B CBX3 CCND2 CCR10 CD27 CD7 CD74 CHD3 CIRBP CLEC2D CROT CSF1 CXCR3 CXCR6 EIF5 ENTREP3 EVL FUBP1 FYB1 GRAMD1A GSTP1 HMGN1 HSP90B1 ID2 IFITM10 IKZF3 IL16 IL18R1 IL7R IRF2BPL ITGAE ITGAL ITM2C JAML LFNG LPAR6 LRRC58 LTB LY6G5B LY6S MALAT1 MBNL1 MRPL52 MXD4 MYCBP2 N4BP2L2 NDUFA3 NDUFA5 NKTR NUDCD3 OGT PDCD4 PDIA3 PDIA6 PTPN7 PTPRC RAPGEF6 RBPJ RGS10 RPL15 RPL35 RPL38 RPS28 RPS29 SASH3 SEMA4A SHISA5 SIPA1 SP100 SPCS2 SRRM2 STAP1 TBC1D10C TESC TNFAIP8 TNRC6A TSC22D4 UBA52 UCP2 WBP1 XIST YPEL3 ZBTB7A ZNRF1 JIANG_MELANOMA_TRM8_CD4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM8_CD4 ABRACL ACAP1 ADGRE5 AHNAK ANAPC16 ANKRD12 ANXA1 ANXA2 APBB1IP APRT AQP3 ARHGAP15 ARHGDIA ARHGDIB ARHGEF1 ARL4A ARL4C ARL6IP5 ARPC1B ARRB2 ATP1A1 B2M BCAP31 BTF3 BTG1 BTG2 C12orf57 C9orf78 CALM1 CAMK4 CAST CCDC107 CCDC85B CCND2 CCND3 CD2 CD247 CD28 CD3D CD3E CD3G CD4 CD40LG CD44 CD48 CD5 CD6 CD69 CD96 CD99 CDC37 CDC42EP3 CDC42SE2 CDK17 CDKN1B CFL1 CHURC1 CIB1 CITED2 CKLF CLDND1 CLEC2D CMPK1 CMTM3 CNBP COMMD6 CORO1A CORO1B COX7C CREM CRIP1 CSRNP1 CXCR3 CXCR4 CYCS CYTIP DAZAP2 DDIT4 DDX24 DDX3X DDX5 DENND2D DHRS7 DNAJA1 DNAJB1 DUSP1 DYNLT3 EEF1A1 EEF1B2 EEF1D EEF1G EGR1 EIF1 EIF3E EIF4A2 EIF4B EMB EML4 EMP3 ENO1 ERN1 ETS1 EVI2A EVL FAU FLT3LG FOS FOSB FTH1 FUS FXYD5 FYB1 GADD45B GATA3 GIMAP1 GIMAP2 GIMAP4 GIMAP7 GLIPR1 GLIPR2 GMFG GNG2 GPR183 GPSM3 GSTK1 GZMM H3-3B HCST HINT1 HLA-A HLA-B HLA-E HLA-F HMOX2 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPDL HNRNPUL1 HSP90AA1 HSPA1B HSPA8 ICAM2 ICOS ID2 IDS IFITM1 IFITM2 IFNGR1 IKZF1 IL10RA IL27RA IL2RG IL32 IL7R INPP4B ITM2A ITM2B IVNS1ABP JAML JUN JUNB JUND KLF6 KLRB1 LAPTM5 LAT LCK LCP1 LCP2 LDHA LDHB LEPROTL1 LGALS3 LINC00513 LRRFIP1 LTB LY6E LYSMD2 M6PR MALAT1 MBNL1 MCL1 MCUB MGAT4A MICOS10 MIF MT-ATP6 MT-ATP8 MT-CO1 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4L MT-ND5 MYADM MYH9 MYL12A MYL12B MZT2A MZT2B N4BP2L2 NACA NCL NDFIP1 NDUFS5 NFKBIA NFKBIZ NME3 NOP53 NOSIP NPM1 NR4A1 NR4A2 ODF2L OSTF1 OXNAD1 PA2G4 PABPC1 PARP8 PAXX PBXIP1 PDCD4 PDLIM2 PEBP1 PFDN5 PFN1 PGK1 PHF20 PHLDA1 PIK3R1 PIM1 PLP2 PNP PNRC1 POLR1H PPA1 PPDPF PPIA PPP1R15A PPP1R2 PPP2R5C PRMT2 PRNP PSIP1 PSME1 PTGER2 PTGER4 PTGES3 PTPRC PTPRCAP RAP1B RBL2 RBMS1 RBMX RCAN3 RESF1 REX1BD RGCC RGL4 RGS14 RGS2 RNF149 RORA RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RSRP1 S100A10 S100A11 S100A4 S100A6 SAMSN1 SARAF SCML4 SDCBP SELENOW SELPLG SF1 SH2D2A SH3BGRL3 SIGIRR SIT1 SKAP1 SKP1 SLAMF1 SLC2A3 SLFN5 SMAP1 SNHG8 SNRPD2 SOCS1 SOD1 SPN SPOCK2 SPSB3 SRGN SRSF7 ST3GAL1 STAT1 STAT4 STING1 STK4 STOM SUN2 SYNE2 SYTL3 TAF7 TAGAP TAGLN2 TBCB TC2N THEMIS TLE5 TMA7 TMEM123 TMEM35B TMSB4X TNF TNFAIP3 TNFAIP8 TOMM20 TOMM7 TPM3 TPT1 TRADD TRAF3IP3 TRAPPC6A TRAT1 TRBC1 TRBC2 TRIM22 TSC22D3 TTC39C TUBA1A TUBA4A TXNIP UBA52 UQCR11 UQCRB VIM VSIR YPEL5 YWHAH YWHAQ YWHAZ ZAP70 ZC3HAV1 ZFAS1 ZFP36 ZFP36L1 ZFP36L2 JIANG_MELANOMA_TRM9_CD8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM9_CD8 ABHD17A ABI3 ABLIM1 ABRACL ACAP1 ACP5 ACTB ACTG1 ACTN4 ACTR2 ACTR3 ADGRE5 AKAP13 AKNA ALDOA ALOX5AP AMZ2 ANTKMT ANXA11 AOAH AP2M1 APBB1IP APMAP APRT AREG ARF5 ARF6 ARHGAP9 ARHGDIA ARHGDIB ARHGEF1 ARHGEF3 ARL2BP ARL6IP5 ARPC1B ARPC2 ARRB2 ASB2 ATP1A1 ATP5F1E ATP5MK B2M BAX BBLN BCAP31 BCAS4 BIN1 BIN2 BTG1 BUB3 BZW1 C11orf98 C12orf57 C9orf78 CALCOCO2 CALM1 CALM2 CAMK4 CAP1 CAPG CAPZA1 CAPZB CAST CBLB CCDC69 CCDC85B CCL4 CCL4L2 CCL5 CCND2 CCND3 CCNI CD160 CD164 CD2 CD244 CD247 CD3D CD3E CD3G CD48 CD52 CD63 CD69 CD7 CD8A CD8B CD96 CD99 CDC37 CDC42 CDC42SE2 CDIP1 CDK17 CDK2AP2 CDKN1B CELF2 CFL1 CHURC1 CIB1 CISD3 CKLF CLDND1 CLEC2B CLEC2D CLIC1 CMPK1 CMTM3 CNBP COMMD6 CORO1A COX6C CREM CRIP1 CSRNP1 CST7 CTDSP1 CTSC CTSW CXCR6 CYFIP2 CYRIB CYTIP DAZAP2 DCXR DDX24 DDX5 DEGS1 DEK DENND2D DGCR6L DHRS7 DHX36 DNAJA1 DOCK10 DOCK8 DOK2 DRAP1 DUSP4 DYNC1H1 DYNLT1 ECH1 EEF1A1 EID1 EIF4G2 ELF1 EMB EMD ENO1 ENSA ETS1 EVI2A EVL FAM3C FASLG FGFR1OP2 FKBP1A FKBP8 FNBP1 FUS FYB1 FYN G3BP2 GABARAPL1 GADD45B GAPDH GATA3 GIMAP1 GIMAP6 GLIPR1 GLIPR2 GLO1 GNAS GNG2 GNLY GNPTAB GPI GPR15 GPR171 GPR174 GPR65 GPRIN3 GSTK1 GUK1 GYG1 GYPC GZMA GZMB GZMM HCLS1 HCST HERPUD2 HLA-A HLA-B HLA-C HLA-E HMGN1 HMOX2 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPDL HNRNPF HNRNPK HOPX HSPA8 HSPA9 ID2 IDS IFITM1 IFITM2 IKZF3 IL10RA IL2RB IL2RG IL32 ILK IQGAP1 IRF2 ISG15 ITGA1 ITGAE ITGB7 ITM2A ITM2B IVNS1ABP JAK1 JAML KHDRBS1 KIR2DL4 KLF6 KLRB1 KLRC2 KLRC3 KLRD1 KMT2E LAG3 LAMP1 LASP1 LCK LCP1 LCP2 LDHA LDLRAD4 LEPROTL1 LIMS1 LINC00513 LINC01871 LNPEP LPXN LRRFIP1 LSM2 LSP1 MACF1 MAD2L2 MAGED2 MAP3K8 MAPK1 MAPRE2 MATK MBNL1 MBP MCL1 MEAF6 METTL26 METTL9 MFSD10 MIF MMP24OS MORF4L1 MSN MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 MYADM MYH9 MYL12A MYL12B MYL6 NAP1L4 NCL NCOR1 NEDD9 NHERF1 NKG7 NPM1 NR3C1 NR4A1 NR4A2 NR4A3 NSMCE3 ODF2L OSTF1 OXNAD1 PA2G4 PABPC1 PAK2 PARP8 PAXX PCBP1 PCM1 PDCD4 PDIA3 PDLIM2 PFDN5 PFN1 PGAM1 PGK1 PHF20 PHLDA1 PHYKPL PIK3R1 PIM1 PITPNC1 PLAAT3 PLAAT4 PLEKHF1 PNPLA2 PNRC1 POLR2L POLR3GL PPCS PPDPF PPP1CA PPP1R12A PPP1R18 PPP2R5C PRDX5 PRF1 PRKACB PRKAR1A PRKCH PRR13 PRRC2C PSMB8-AS1 PSMD13 PSTPIP1 PTGER2 PTGER4 PTGES3 PTMA PTMS PTP4A1 PTPN22 PTPN4 PTPN6 PTPN7 PTPRC PTPRCAP PTTG1 PYURF R3HDM4 RAB1B RAB27A RAB5IF RAB8B RAC2 RANBP2 RAP1A RAP1B RASA2 RASAL3 RASSF1 RASSF5 RBKS RBL2 RBM8A RBMS1 REL REX1BD RGCC RGL4 RGS1 RGS10 RGS14 RHOA RHOC RHOF RNF139 RNF187 RNPS1 ROCK1 RPL13 RPL17 RPL21 RPL26 RPL27 RPL27A RPL28 RPL35 RPL37 RPL37A RPL38 RPL39 RPL4 RPLP1 RPLP2 RPS12 RPS15A RPS16 RPS18 RPS19 RPS20 RPS21 RPS27 RPS27A RPS29 RPS3 RPS4Y1 RPS6 RUNX3 S100A10 SAMSN1 SARAF SCML4 SCP2 SDCBP SELENOW SELPLG SEMA4D SERBP1 SF3A2 SH2D2A SH3BGRL3 SH3BP1 SHISA5 SIGIRR SIRPG SKAP1 SKP1 SLA2 SLC25A39 SLFN5 SNRPB SOCS1 SOD1 SON SPN SPRY1 SRGN SRI SRP14 SRSF2 SRSF5 SRSF7 SSBP4 ST3GAL1 STAT3 STAT4 STIP1 STK17A STK17B STK4 STN1 STOM SUN2 SURF4 SYNE2 SYNRG SYTL3 TAF7 TAX1BP1 TBC1D10C TBCB TERF2IP THEMIS TIGIT TLN1 TMA7 TMEM50A TMEM9B TMIGD2 TMSB4X TMX4 TNFAIP3 TNFRSF18 TOMM7 TPI1 TPM3 TPT1 TRAC TRAPPC1 TRAT1 TRBC1 TRBC2 TRG-AS1 TRIM22 TRIR TSC22D4 TSEN54 TTC39C TUBA1A UBA52 UBAC2 UBE2D3 UQCR11 UQCRB VASP VPS28 WDR1 WIPF1 XCL1 XCL2 YBX1 YPEL5 YWHAB YWHAZ ZAP70 ZFP36 ZFP36L1 ZFP36L2 ZNF331 ZYX JIANG_MELANOMA_TRM_HIGH_SURVIVAL_22_GENE_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_MELANOMA_TRM_HIGH_SURVIVAL_22_GENE_SIGNATURE BCAS4 CAMK4 CCT6B CD33 CTBS GIMAP2 HAPLN3 HCP5 HSPA2 HSPA7 HSPB6 IFITM1 KPNA2 MKI67 NCCRP1 NCL NOTCH3 PRG2 PRKAR2B SLC25A12 TMBIM6 TTC39C JIANG_TIP30_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_TIP30_TARGETS_DN AKAP1 ARHGDIA ASS1 BLCAP CALR CBX4 CIDEB CLDN6 CTSD DHX38 F8A1 FGFR4 IGF2 LAD1 MAZ PCGF2 PEBP1 SEPTIN9 SIRPA SLC45A2 SRRM2 TLN1 TP53 ZYX JIANG_TIP30_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_TIP30_TARGETS_UP ANXA2 ARG2 AXL BCL6 C1GALT1 CALCRL CCN1 CD24 CDH2 CDK1 CHST6 DUSP1 EEF2 ENPP1 FYN HNMT IER3 IFITM2 IGFBP1 IGFBP3 IRS1 ITGA6 JAG1 LAMB1 MALT1 MMP3 MTAP NDC80 NDE1 NEDD9 NFIL3 OGA P4HA1 PPARGC1B PPP1R2 PSMC6 PTTG1 RAB1A RAD17 RAPGEF5 RGCC STAM2 STK26 TMSB10 VCAN WEE1 JIANG_VHL_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JIANG_VHL_TARGETS ABCB8 ACOT13 AIMP1 ARTN AZIN1 BCL7B BRIX1 C1D C1orf159 CANX CAPN1 CDK2 CFAP298 COTL1 CSE1L DGCR6L EIF3G ELANE ENO2 EWSR1 FAM53C FBH1 GFUS GMFB HDAC6 HILPDA IFT25 IKBKE INF2 IRF1 LAMP1 LRP1 LSM3 MKI67 MPHOSPH6 MRPL15 MRPS36 MRPS6 MT1L MTHFD1 MYG1 NFE2L1 NIPSNAP1 OXA1L PAQR3 PAQR4 PATZ1 PCNA PDGFRA PEA15 PECR PES1 PITRM1 PNKD POLD1 PPP2R5D PRKCH RAB11A RAB14 RANBP9 REX1BD RNF130 RPL26L1 RPLP0 RPS6KA1 SCARB2 SGSM3 SIRT6 SLC39A13 SLC3A2 SLC7A5 SPATS2L SPG21 STK24 TBC1D13 TCEAL9 TES TMEM222 TMEM50A TNFSF10 TNNC2 TRAPPC2L TRIP10 TROAP UACA VAPB VIRMA ZNF395 JINESH_BLEBBISHIELD_TO_IMMUNE_CELL_FUSION_PBSHMS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_TO_IMMUNE_CELL_FUSION_PBSHMS_DN ABCA6 ABCA9 ACSL1 ACSS2 AFM AGR2 AIM2 AKAP7 AKR1B1 AKR1B10 AKR1C2 AKR1C3 AKR1C4 ALDH3B2 ALDH4A1 ALDOC AMACR ANG ANKRD10 ANKRD50 ANTXR1 ANTXR2 ANXA5 ANXA8 APOBEC3F APOBEC3G APOC1 APOL2 ARAP3 ARHGAP25 ARHGEF6 ASB9 ASCL2 ASS1 ATP5PF AUTS2 BCKDHA BCL11A BCL2 BHLHE40 BMP2 BRWD1 C14orf132 C15orf48 C17orf49 C17orf58 C2CD2 C3 C6orf141 C9orf152 CA12 CAB39L CADPS2 CAPS CASP1 CAT CCL20 CCNYL1 CCT8P1 CD69 CD74 CDC42EP4 CDC42EP5 CEBPA CEBPD CFB CFH CHPT1 CKB CLCA2 CLEC2B COL4A6 COLCA1 COP1 CP CPVL CRABP2 CRACDL CRYZ CSRP2 CSTA CSTB CTSC CUTA CXCL1 CXCL10 CXCL8 CXXC5 CYP3A5 CYP3A7 CYP4B1 CYP4F11 CYP4F12 DBI DDIT4 DEFB1 DEPP1 DEPTOR DHRS3 DHRS9 DPY30 DTX3L DUOX1 DYNLRB1 DYNLT2B DYRK1A EEPD1 EFS EGFL6 ELF5 ELP4 EPSTI1 ETS2 ETV5 FABP6 FAM110A FAM117B FAM162A FAM3B FAM83A FAT2 FBP1 FCGBP FCGRT FEZ1 FGFBP1 FHOD3 FLOT2 FNIP2 FOS FOXO3 FRAT2 FSCN1 FTH1P11 FTH1P8 FTL FXYD3 GALK2 GATD3 GCHFR GCNT2 GLDC GNPDA1 GPNMB GPR15LG GPRC5C GPX2 GRB14 GSDME GUCY1A1 HCAR2 HCAR3 HCLS1 HEY1 HLA-DMA HLA-DMB HLA-DRA HMGCS1 HMGCS2 HNMT HOXB2 HOXD1 HSD17B14 HSD17B2 ICAM2 IDI1 IER3 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT3 IFITM2 IFITM3 IFNGR2 IL1RN IL23A IL4I1 ILDR1 IMPA2 IMPDH1 INKA1 INSIG1 IRAG2 IRAK3 IRF9 IRX3 ISG15 ISG20 KBTBD11 KCNG1 KCNK1 KEL KIF18B KIT KLHDC8B KRT13 KYNU LAMP3 LANCL1 LCN2 LGMN LINC01091 LINC01116 LMO4 LPAR6 LRRC26 LSS LZTS2 MAFB MAL MAPK10 MBP MCTP1 MEMO1 MID1IP1 MLPH MMP10 MMP7 MRFAP1L1 MRPL47 MRPS24 MRPS6 MT1A MTFP1 MTX2 MX1 MX2 MYG1 MYL6B N6AMT1 NDRG1 NFIB NHERF1 NIPSNAP2 NLGN4X NLRP7 NMRK1 NPL NR1H3 NT5E NUCKS1 NUP88 OAS1 OAS2 OAS3 ONECUT2 OVOL2 PADI3 PAMR1 PARP3 PBDC1 PDCL3 PDE9A PEG10 PGD PGM1 PHGDH PIGP PIGR PIP PLA2G4F PLBD1 PLCB1 PLCG2 PLEKHF1 PLEKHS1 PLIN2 PLIN4 PLXDC2 PMAIP1 PMCH PMPCB POLE4 PPIAP80 PRDX2 PRKAG1 PRKCB PRSS8 PRXL2A PSMG1 PTMAP4 PTPRR PVALB RAB38 RAPGEFL1 RBM4B REPIN1 RGL1 RGS2 RHBDL3 RHOBTB2 RHOV RIN2 RNF144A RPL15P3 RPS4Y2 RPS6KA2 RPS6KA5 RTN4 S100A8 S100A9 SALL2 SBK1 SCNN1A SCPEP1 SDCBP2 SELENOP SERPINB8 SESN3 SETMAR SGCE SGK1 SGPP2 SH3BP1 SLC25A23 SLC26A6 SLC27A5 SLC2A1 SLC38A4 SLC7A8 SLCO3A1 SLPI SLX1B SMAD6 SMIM19 SNCAIP SOCS2 SOD2 SORD SPRR1A SPRY1 SPTSSA SRD5A2 SSBP2 STARD5 STAT1 STEAP1 SULT1A2 SULT1A3 SUMO3 SYBU SYT7 TBC1D4 TCEAL8 TENT5C TESK2 THAP11 THBD TMEM116 TMEM154 TMEM38B TMPRSS4 TNFAIP2 TNFSF10 TOB1 TOX-DT TP63 TSC22D1 TSKU TSPAN3 TTC3 UBE2L6 UCP2 UGDH UTP18 VAMP4 VAV3 VEGFA VPS41 VWF WARS2 WASHC3 WLS WNT5A XAF1 XDH YAE1 YBEY ZFP36L1 ZG16B ZIC2 ZNF320 ZNF365 JINESH_BLEBBISHIELD_TO_IMMUNE_CELL_FUSION_PBSHMS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_TO_IMMUNE_CELL_FUSION_PBSHMS_UP A4GALT AAK1 ACKR2 ACKR3 ACTA2 ACTB ACTG2 ACTN1 ACTN4 ADAM23 ADAM9 ADCY6 ADGRF1 ADGRG6 ADM ADRB2 AEN AHNAK ALDH1A3 ALDH3A1 ANGPTL4 ANKRD1 ANXA2 ANXA3 APLP2 ARL14 ASAP1 ASPH ATOH8 ATP11B ATP1A1 ATP2A2 ATP6V1E1 BASP1 BAX BCAS1 BCL2L1 BCYRN1 BICC1 BID BLCAP BRD1 BSG C12orf76 C15orf39 C19orf33 C1QTNF6 CA2 CABLES1 CAPRIN2 CAV1 CAV2 CAVIN1 CCDC14 CCN1 CD151 CD59 CDC42EP3 CDH2 CENATAC CHKA CHKB CITED2 CLIC3 CLIP1 CLPTM1L CLTB CMKLR2 CNIH1 CNN2 COL5A2 COMT COPG2 CORO1C COTL1 CPA4 CRCT1 CRIM1 CRKL CRYBB2 CST4 CTNNB1 CTSZ CTTN CTXN1 CUL9 CYB5R1 CYFIP2 CYP2S1 DACH2 DBN1 DCP2 DGCR2 DGCR8 DIAPH1 DKK1 DKK3 DLC1 DMWD DSG2 DUSP10 DUSP4 DUXAP10 DYNC1H1 EEF1A2 EFEMP1 EGFR EGLN3 EGR1 ELOVL1 EMX2 ENDOD1 ENTPD3 EPAS1 EPB41L3 EPHA2 EPPK1 ERRFI1 ESS2 ETFB F2R FAM107B FAM13A FAM234B FAT1 FBLN1 FBXO22 FBXO32 FGD3 FHL2 FLNB FLRT3 FPR3 FRMD3 FYN GABBR1 GADD45A GADD45B GALNT1 GBP1 GHR GJB2 GJB6 GNAQ GPRC5A GSN GTF2I H2AC18 H2AC6 H2BC11 H2BC12L H2BC5 HEBP1 HIC2 HK2 HLA-A HMOX1 HOXC13 HS6ST2 HSP90AA1 HSPA4L HSPA8 HSPB8 ICA1 IGF2BP2 IGF2BP3 IGFBP5 IKBIP IL1A INIP INPP4B INPP5D INSIG2 ITGAV ITGB1 JUN JUP KCNN4 KDM6A KIAA1549L KIAA1671 KIF1C KIFC2 KITLG KLF6 KRT16 KRT17 KRT17P3 KRT18P55 KRT7 KRT80 LAMA5 LARP4B LHFPL2 LHFPL6 LIMCH1 LMF2 LRP5L LZTR1 MACF1 MACROH2A1 MAN2A1 MAPK1 MAPT MATN2 MBOAT7 MCM8 MED15 MICAL2 MIR503HG MPRIP MRPL40 MSI2 MSX2 MYADM MYH9 MYLK NABP1 NAV2 NETO1 NFE2L3 NIN NLRP8 NR2F2 NRBP2 NUAK1 OLR1 OSBPL1A OXR1 PALLD PAM PATJ PBX4 PCDH7 PDLIM5 PDPK1 PI4KA PI4KAP2 PIEZO1 PISD PLA2G2A PLAAT3 PLAC8 PLCD3 PLIN5 PLOD2 PLS3 PLSCR3 PLXNA1 PLXNA3 PLXNB2 PMEPA1 PODXL PPL PPM1F PPP2CB PPP6R2 PRAG1 PRDX6 PROK2 PRPF4B PRRG1 PRSS23 PTCHD1 QSOX1 RAC1 RANBP1 RHBDF1 RHOBTB3 RHOC RP2 RPL29 RPL7A RRAS2 RRM2B RSRP1 RTL10 S100A10 S1PR3 SASH1 SBF1 SCN9A SDF2L1 SELENOT SEPTIN3 SERINC1 SERPINH1 SLC10A3 SLC12A2 SLC12A4 SLC16A7 SLC20A1 SLC20A2 SLC35G1 SLC4A11 SLC7A2 SLC9A2 SLC9A7 SLIT3 SMAD3 SMAGP SMYD2 SNAP29 SNRPD3 SNX31 SPAG9 SPATA18 SPINK1 SPINT1 SPOCK1 SPTBN1 SPTSSB SRPX SRSF5 ST3GAL4 SULT2A1 SVIL SYT9 SYTL2 SYTL4 TACC1 TAGLN TANC1 TANGO2 TERF1 TGFA THBS1 TIGAR TIGD2 TIMP2 TIMP3 TM7SF3 TMBIM1 TMEM191A TMEM45B TMEM64 TNFRSF10B TNFRSF12A TNFRSF19 TOP3B TOR3A TPM1 TRAK1 TRIAP1 TRIM22 TRIM6 TRIO TSC22D2 TSPAN6 TUBB3 TUBB6 TUBGCP6 TXNDC11 TYMS TYMSOS UBE2E1 UBE2E2 UGGT2 UPK1A UPK1B UPK2 UPK3A USB1 VAPA VCL VKORC1 VMP1 VPS13A WDR1 WWC1 XPC XYLT1 YDJC ZBED4 ZDHHC8 ZFP36L2 ZMAT3 ZNF175 ZNF219 ZNF74 ZNF823 ZYX JINESH_BLEBBISHIELD_TRANSFORMED_STEM_CELL_SPHERES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_TRANSFORMED_STEM_CELL_SPHERES_DN ABCA7 ACOT2 ADM AIRE AKAP7 ALB ALPP ANKRD11 ANKRD11P2 ANKRD20A1 ANKRD20A11P ANKRD30B ANKRD44 AOC4P ARL16 ATF3 ATF4 ATP2B1-AS1 AVPI1 BCAR3 BCYRN1 BEGAIN BHLHE40 BIRC3 BLOC1S6 BLZF1 BRICD5 C2orf88 CARS1 CASZ1 CATSPER2 CBX4 CCBE1 CCDC137 CCDC86 CCN1 CD68 CDK5RAP2 CDKN1A CDKN2AIPNL CEL CEP19 CEP85L CFAP74 CHAC1 CHKA CHRNA5 CHST3 CHTF18 CKAP2L CLASRP CLDN1 CMKLR2 COA8 CPT1B CRCP CREB1 CSF2RA CSRNP1 CUL9 CXCL8 CYFIP2 DCLRE1C DDIT3 DDIT4 DDX51 DENR DEPTOR DHCR7 DLGAP5 DMC1 DPP7 DTWD2 DUSP1 EGR1 EID2B EIF2AK4 ENSG00000261335 ERAP2 ERN1 EVI5 EXO5 FAM181B FAM72C FCAR FCGR3A FGD3 FGFR3 FKBP14 FMC1 FOS FOSB FRMD6-AS2 FUT6 GADD45B GLUL GPT2 GRB14 GRIPAP1 GSE1 H2AC17 H2AC6 H2AC8 H2BC3 H2BC8 H3-7 H3C1 H3C14 H3C7 H4C1 H4C12 H4C2 HAUS2 HMGCS1 HNMT HNRNPU HSD17B7 HSPA8 HYKK ICA1 ID1 ID2 ID3 IFRD1 IL10 IL17RD IL1A INPP5D INPPL1 ITPK1-AS1 JHY JMJD7-PLA2G4B JUNB KCNH6 KCNMB4 KIAA0408 KITLG KNTC1 KREMEN2 LDLR LEP LILRB1 LIME1 LINC00243 LINC01720 LMOD3 LRRFIP1 MAFF MAPK8IP3 MBD4 MBTD1 MCM8 MCMDC2 METTL21A MIB2 MINDY1 MIR181A2HG MORC2 MRPL27 MTHFD2 MYO3B MYRFL N4BP2 NDUFAF7 NISCH NLRP8 NOP56 NPIPB11 NPIPB12 NPIPB13 NPIPB15 NPIPB3 NRDE2 NUBPL NUDT1 NUTM2E OCIAD1 PCDHB9 PDE4C PER2 PHAX PIDD1 PIK3R3 PILRB PIP4K2B PLA2G2D PLEKHS1 PLIN5 PLXNB1 PMAIP1 PNPT1 POFUT1 PPA2 PPM1K PPP1R15A PPP1R3C PRRG4 PTGR2 PTP4A2 PVALB RASSF6 RAX2 RBM15 RBM3 RECQL4 RGS12 RGS2 RHBDL2 RHOT2 RN7SK RNF144B RNF213 RNU11 RNU12-2P RNU6ATAC RPL10L RPPH1 RPS13 RPS3 S100A4 SALL4 SBF1 SC5D SCARNA9 SEMA3E SERF2 SESN2 SESN3 SHCBP1 SHROOM4 SLC35E1 SLC44A4 SLC4A5 SLC5A8 SNAPC1 SNORD13 SNORD25 SNORD55 SOX9 SPC24 SPDYE1 SPDYE6 SPIRE1 SPTLC1 SREBF1 SSTR2 ST3GAL5 STC2 STK40 SULT1A1 SULT1A2 SULT1A3 TACC3 TAF13 TBC1D32 TDG TDP1 TDRD1 TMEM107 TMEM17 TNFSF14 TNFSF15 TRGV5 TRIB3 TRIM13 TRMT1 TRPM6 TRPV6 TSC22D3 TUBGCP6 UGP2 UPF2 USP49 VARS2 VEGFC VPS41 WDR74 WFIKKN1 WHAMM XRCC2 XYLT1 YRDC YTHDC1 ZMAT3 ZNF114 ZNF14 ZNF219 ZNF223 ZNF394 ZNF483 ZNF486 ZNF503 ZNF549 ZNF557 ZNF577 ZNF652 ZNF669 ZNF682 ZNF69 ZNF750 ZNF786 ZNF880 JINESH_BLEBBISHIELD_TRANSFORMED_STEM_CELL_SPHERES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_TRANSFORMED_STEM_CELL_SPHERES_UP AADAC ABCC5 ABHD2 ABHD3 ABLIM1 ACOT4 ADGRF1 AGPAT2 AGR3 AHNAK AKR1B10 AKR1B15 AKR1C4 ALDH1A1 ALDH1A3 ALDH3A1 ALDH3A2 ALDH3B2 ANKRD10 ANXA1 ANXA10 ANXA2 ANXA8 AP1S2 APOBEC3B APOL2 ARL14 ASS1 ATP2A2 AZIN1 B4GALT4 BABAM2 BEX2 C17orf58 CABLES1 CABYR CACNA2D3 CBR3 CCDC28A CCPG1 CD44 CEACAM6 CEMIP CHMP1B CIRBP CRIP2 CTSB CTXN1 CYP1A2 CYP1B1 CYP3A5 CYP4F11 DEFB1 DHRS9 DPYSL2 EEIG1 EFHD2 EGLN3 EMP1 F2RL1 FBXO32 FEZ1 FSCN1 FTH1 FTL FYB1 GCLC GK GLS GPAT3 GSDME HAS3 HMGCS2 HMOX1 HSPA1A HSPA1B HSPA8 ICA1 IFNGR2 IGFBP3 IL7R JAK1 KLF13 KLF6 KLHL5 KRT23 KYNU LAMB3 LAMC2 LAMP3 LCN2 LXN LYPD3 MALL MFSD1 MLPH MMP7 MORF4L2 MT1A MT1X MX1 NDRG4 NIBAN1 NQO1 NSD3 OAS1 ODC1 OLR1 PANX2 PARP4 PCDH7 PGD PGM3 PIM1 PIR PLEC PLPP3 PPP1CB PRSS1 PTGES PTGR1 RAB22A RAB27B RAP1GAP RASL11B RGCC RNF141 RNF145 S100A9 SAMD9 SDCBP2 SERPINB8 SERPINE1 SHISA2 SLC14A1 SLC16A5 SLC23A3 SLC2A10 SLC40A1 SLC7A11 SLC7A2 SMAD3 SMIM14 SOD2 SPOCD1 SPP1 SPRR1A SPRR3 SPTSSA SRSF7 SRXN1 ST3GAL1 TGIF1 THBS1 TMEM106B TMEM163 TNFRSF21 TRIM31 TXN TXNIP TXNRD1 UBE2Q2 UGDH UGT1A7 WARS1 WDR55 WIPI2 WNT5A ZBTB7C ZG16B JINESH_BLEBBISHIELD_VS_LIVE_CONTROL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_VS_LIVE_CONTROL_DN ACOT4 ACY1 ADAMTS1 AIM2 ALDH7A1 AMOT ANTXR1 ANXA2 ANXA2P1 ANXA8 AP1S1 APH1B ARHGEF10 ARL14 ARMC10P1 ASS1 ATP1B1 BCL2 BICC1 BID BPGM C15orf48 C17orf49 C1RL C1orf116 C1orf53 C3 CA12 CALD1 CAMK1D CASP1 CASP4 CAT CCL20 CCNB1 CD44 CD69 CD74 CDKN2C CEP15 CFAP68 CFB CFH CHMP2B CHMP3 CIRBP CLDN23 COMMD3 COPG2 CRTAP CSRP2 CTNNB1 CTSB CTSE CTXN1 CXCL1 CXCL10 DCP2 DENND11 DHX9 DLL1 DPYSL3 DTX3L DUSP23 ECHDC2 EDN1 EEF2 EGFL6 EIF4B ENSA ENTPD3 EPSTI1 F11R FAM210B FCGBP FERMT1 FEZ1 GABBR1 GBP2 GBP4 GLMP GNG12 GPHN GPR15LG GSDME GTF2IP4 GTF2IRD2 HARS2 HAS3 HCLS1 HERC5 HLA-A HLA-B HLA-DRA HMGCS2 HMMR HNMT HNRNPA1P10 HNRNPA1P12 HNRNPA1P33 HNRNPA1P4 HNRNPA1P52 HNRNPA1P58 HNRNPA1P63 HNRNPA1P7 HNRNPA3 HOXD1 HPRT1 HSD17B2 IFI27 IFI35 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM2 IFITM3 IFNGR2 IGF1R IKBKE IL23A IL32 ILF3 IMMP2L INKA1 IPO7 IRAK2 IRF9 ITGAV KCNS3 KIF20A KIFAP3 KIT KLF6 KRT16 KRT17 KRT17P3 KYNU LAMC2 LCN2 LDOC1 LGALS8 LGMN LIPG LPAR6 LRMDA LTB LYN LYPLAL1 MALL MARCKSL1 MARK1 MGST3 MMP10 MMP7 MPZL2 MST1R MX1 MX2 MYO1D NFE2L3 NLRP7 NMRAL1 NNT NSA2 NT5E NUAK1 NUS1 OAS1 OAS2 OASL PAM PARM1 PARP3 PARP4 PDPN PFN2 PHF11 PIGM PLAAT4 PLLP PLP2 PMCH PMPCB PNMA2 PODXL PON2 PRSS8 PSMB4 PSTPIP2 PTGES PTTG1 PTTG3P PYCARD PYGL QPCT RAB27B RAB32 RAB34 RARRES1 RBBP8 RBM3 REG4 REPIN1 RGS10 RHOBTB2 RIN2 RPL10P3 RPL12P38 RPL13A RPL14 RPL15 RPL15P3 RPL22 RPL22L1 RPL23A RPL4P5 RPS27P10 RPS29 RPS7 RPS9 S100A8 S100A9 S1PR5 SALL2 SAMD9 SAT1 SERPINB1 SERPINB8 SERTAD4 SETMAR SHTN1 SLC16A5 SLC4A4 SLC66A3 SLC7A2 SMAD6 SMARCC1 SMYD3 SNAI2 SNCAIP SOCS2 SOD2 SORL1 SP110 SPINK1 SPRR1A SPRR3 SQOR SRI SRPK2 SRSF7 SSR2 STAP2 STARD5 SUB1 SYPL1 SYT7 TAGLN TAGLN2 TCEAL8 TFB2M TGFBR2 TIMP1 TLE5 TMBIM4 TMEM158 TMSB10 TMTC4 TOMM20 TP63 TPK1 TRNT1 TSPAN3 TXNIP UBA7 UBAP2L UBE2L6 UGT1A10 UGT1A7 VGLL4 VPS36 VSIG2 WDR55 WLS XAF1 ZC3H12A JINESH_BLEBBISHIELD_VS_LIVE_CONTROL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JINESH_BLEBBISHIELD_VS_LIVE_CONTROL_UP AADAC AAK1 ABCA7 ACOT2 AEN AFDN AIRE AKR1C2 AKR1D1 ALB ALDH1A1 ALPP ANKRD11 ANKRD11P2 ANKRD20A1 ANKRD20A11P ANKRD30B ANKRD44 AOC4P ARL16 ARL4A ASNS ATF4 ATP2B1-AS1 ATP5IF1 AVPI1 BCYRN1 BEGAIN BIRC3 BLOC1S6 BLZF1 BRI3BP BRICD5 CARS1 CATSPER2 CBS CBX4 CCBE1 CCDC137 CCDC144A CCN1 CD68 CDAN1 CDK10 CDK11B CDKN1A CDKN2AIPNL CEBPG CEL CEP19 CEP85L CFAP74 CHRNA5 CHTF18 CMKLR2 COA8 COASY COL24A1 COL7A1 CPT1B CRCP CREB1 CSF2RA CSRNP1 CTSV CUL9 CYFIP2 CYP2S1 DAPP1 DCAF11 DCLRE1C DDB2 DDIT3 DDIT4 DDX51 DDX56 DENND2D DENR DEPP1 DEPTOR DHRS9 DMC1 DOP1B DTWD2 DUSP1 EGR1 EID2B EIF2AK4 ENSG00000261335 EPAS1 EPDR1 ERAP2 ERCC6L2-AS1 EXO5 FCAR FCGR3A FER1L4 FGD3 FKBP14 FKTN FMC1 FOS FOSB FOXC1 FRMD6-AS2 FRY FUT6 GABPB2 GADD45A GALNT3 GAS6 GCLM GDF15 GDPD1 GJC1 GLS2 GLUL GPT2 GRB14 GRIN2C GRIPAP1 GSDMB GSK3B H1-0 H2AC17 H2AC6 H2AC8 H2BC3 H2BC5 H2BC8 H3-7 H3C1 H3C10 H3C14 H3C4 H3C7 H4C1 H4C12 H4C2 H4C5 HAUS2 HERC2 HMOX1 HNMT HNRNPU HOXB6 HROB HSCB HSD17B7 HSPA8 HYKK ICA1 ID2 IER5L IFRD1 IGF2R IGFL2-AS1 IKBIP IL10 IL17RD IL18 INIP INKA2 INPP5D INPPL1 INTS1 ITPK1-AS1 JHY JMJD7-PLA2G4B KCNH6 KCNMB4 KIAA0408 KIFC2 KITLG KLF4 KNTC1 KREMEN2 KRT13 KRT20 LEP LILRB1 LILRB3 LIME1 LIN52 LINC00243 LINC01720 LMOD3 LONP1 LRRFIP1 LXN MAF MAFF MAMDC4 MAPK8IP3 MARS1 MBD4 MBTD1 MC1R MCF2L-AS1 MCM8 MCMDC2 MDM2 ME3 METTL21A MIB2 MINDY1 MIR181A2HG MORC2 MRM2 MRPL27 MUC20 MYO3B MYRFL N4BP2 NADSYN1 NDUFAF7 NLRP8 NOP56 NOTCH1 NPIPB11 NPIPB12 NPIPB13 NPIPB15 NPIPB3 NRDE2 NUBPL NUDT1 NUP50 NUPR1 NUTM2E NXF1 OCIAD1 PATE2 PCDHB9 PCED1B PDE4C PGF PHAX PIDD1 PILRB PIP4K2B PLA2G2D PLD1 PLIN5 PNPT1 POFUT1 POMT1 PPA2 PPM1D PPM1K PRRG4 PSAT1 PTGR2 PTP4A2 RAD51C RASIP1 RAX2 RBM14 RBM15 RBM3 RECQL4 RGS12 RGS16 RHBDL2 RHOT2 RN7SK RNF213 RNU11 RNU12-2P RNU6ATAC RPL10L RPL13A RPL4 RPPH1 RPS13 RPS3 RRM2B RTTN S100A14 S100A4 SAC3D1 SALL4 SARS1 SBF1 SCIN SCRIB SEMA3E SERF2 SERTAD1 SESN2 SHCBP1 SHROOM4 SLC26A11 SLC35E1 SLC3A2 SLC44A4 SLC4A5 SLC5A8 SLC7A5 SNAPC1 SNORD13 SNORD25 SNORD55 SOX9 SPDYE1 SPDYE10 SPDYE6 SPP1 SPTLC1 SSTR2 STC2 SULT1A1 SULT1A2 SULT1A3 SULT2A1 TAF13 TBC1D32 TBC1D3K TBCD TCAF1 TDG TDP1 TDRD1 TENT5A TIGAR TIMP3 TMEM107 TMEM17 TMEM184A TNFSF14 TNFSF15 TNK2 TRGV5 TRIAP1 TRIB3 TRIM13 TRMT1 TRPM6 TSC22D3 TSKU TSSC4 TUBGCP6 TYMS TYMSOS UGP2 UPF2 USP49 VARS2 VPS41 VWF WDR20 WDR74 WFIKKN1 XPNPEP3 XRCC2 XYLT1 YJU2B YRDC YTHDC1 ZMAT3 ZMYND15 ZNF14 ZNF223 ZNF296 ZNF394 ZNF430 ZNF483 ZNF486 ZNF526 ZNF549 ZNF577 ZNF587 ZNF652 ZNF669 ZNF682 ZNF69 ZNF750 ZNF786 ZNF880 ZNF93 JISON_SICKLE_CELL_DISEASE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JISON_SICKLE_CELL_DISEASE_DN AMY1A ANP32B AP1G2 ARHGEF18 ARHGEF7 ASB9 ATM ATP6V0E2 ATRX ATXN2L B4GAT1 BBIP1 BCLAF1 BRD1 BTF3 BTG1 CCR7 CCSER2 CDK10 CDX2 CELSR3 CEP68 CIRBP COBLL1 COX11 COX6C CSNK1E CXCR4 DDX5 DGKA DUSP2 DYRK2 EEF1A1 EEF1B2 EEF1G EEF2 EEIG1 EIF3D EIF3E EIF3F EIF3H EIF3K EIF4A1 EIF4A2 EIF4B ERCC3 ERCC5 ESR1 FAM153A FAM168B FAN1 FBL FGF9 FNBP4 FOXJ3 FYN GANAB GLS GPATCH8 GPR183 GPX3 HERC2P9 HLCS HNRNPDL HNRNPH1 HSPA8 IMPDH2 IPCEF1 ITGAD ITPKB ITPR3 JAK1 KLF9 KLRK1 LINC01278 LPAR2 MAPK8IP1 MCF2L METTL18 MICA MID2 MMP3 MSH2 MSL1 MSMB MYOM2 MZF1 NACA NAP1L1 NELL2 NONO NPM1 NSUN5P1 OGT OTUD3 OTUD4 PABPC4 PDE3B PFN2 PKP3 PMM1 PNMT POLG POLR2H PRICKLE3 PRRC2C PTMA PTPRM RAP1GAP2 RASGRP2 RBBP6 RBL2 RFC4 RNF126 RNF44 RPL10A RPL11 RPL13 RPL13A RPL14 RPL17 RPL19 RPL21 RPL22 RPL23A RPL24 RPL30 RPL37 RPL4 RPL41 RPL5 RPL6 RPL7 RPL9P7 RPLP0 RPLP1 RPS13 RPS20 RPS24 RPS27A RPS28 RPS6 RPS7 RUNX3 SAFB2 SAP25 SARAF SATB1 SET SETD2 SFPQ SLC25A6 SLC4A7 SMC5 SNRNP200 SNRNP70 SPECC1L SRP19 SRRT SRSF2 SRSF5 SRSF6 SRSF8 SUGP2 TBC1D4 TCF3 TGFB1 TLE5 TMC6 TMED10 TOMM7 TOP2B TRAF3IP3 TRAF5 TRIM32 TSC22D3 TUT4 TXNIP UNG USP9X VPS13A VPS52 ZNF211 ZNF354A ZNF384 ZNF710-AS1 JISON_SICKLE_CELL_DISEASE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JISON_SICKLE_CELL_DISEASE_UP ABLIM3 ADM AKR1A1 ANXA2 ANXA3 ATF3 ATOX1 ATP1B1 ATP6V0A1 ATP6V1D AXL AZU1 BLOC1S1 BLVRA BLVRB BNIP3L BST2 C6orf120 CALCOCO2 CALR CASP7 CCR2 CCRL2 CD151 CD9 CDKN1A CDS2 CEBPE CHP2 CLIC1 CLIC2 CLIC4 COX17 CPLX2 CRADD CTSA CTSG CTSL CUL1 CXCL10 DDIT3 DESI1 DOK1 DYNLT1 EIF4A3 ELANE EMP3 EPHB2 F13A1 FCGR1A FN1 GADD45A GADD45B GAS2L1 GBP1 GBP2 GM2A GNG11 GNG5 GNPDA1 GSTO1 GTF2B GUCY1B1 H1-0 H2AC18 HBA1 HBB HLA-A HMOX1 HTATIP2 IFI30 IFI35 IFI44 IFIT1 IFIT2 IFIT3 IGF2BP3 IL15 INTS4 IQCE ITGA2B ITGB3 ITGB5 JAK2 KYNU LAMP2 LEPROT LHFPL2 LILRA2 LIPA LMNB1 LY6E LYL1 MARCO MICB MITF MKNK1 MPO MPP1 MX1 MYL9 NAB1 NDUFAF3 NDUFB7 NDUFS2 NEK4 NFE2 NFKBIE NGFR NNAT NOTCH3 NREP NUCB1 OASL P2RX4 P4HB PCK2 PLEK PLIN3 PPP2CB PRDX1 PRDX4 PSMA3 PSMB2 PSMB8 PSMB9 PSME2 PTCRA PTK2 PTPRO RAB13 RENBP RGL1 RHEBP1 RHOA RHOBTB1 RIT1 RNASE2 RNF24 RRP7A RSAD2 RSU1 SELP SERPING1 SLC22A4 SLC2A3 SLC36A1 SMOX SNN SPTLC2 SQLE ST3GAL5 STAT1 STX7 TALDO1 TAP1 TCN2 TCTA TDRD7 TFEC TIMM17A TIMP1 TMED1 TP53I11 TPM1 TRIP6 TUBB2A TXN TXNRD1 TYMP UBE2L3 UBE2L6 UBE3C VAMP5 VAMP8 VRK2 VSIG4 WSB2 XK YWHAH ZMPSTE24 ZNF267 JI_CARCINOGENESIS_BY_KRAS_AND_STK11_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_CARCINOGENESIS_BY_KRAS_AND_STK11_DN C2 CXCL13 DCN FGFR1 FN1 ITGBL1 LOXL1 LOXL3 LUM MMP2 NCAM1 NEDD9 PDGFRB THBS2 TIMP1 VEGFC WNT2 JI_CARCINOGENESIS_BY_KRAS_AND_STK11_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_CARCINOGENESIS_BY_KRAS_AND_STK11_UP ADAM8 BNC1 COL17A1 GPR87 KRT5 KRT6A LYPD3 PKP1 PPBP TFAP2A TIAM1 TP63 JI_METASTASIS_REPRESSED_BY_STK11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_METASTASIS_REPRESSED_BY_STK11 AREG BDKRB2 CD24 CEACAM6 CNTN1 CYP1B1 DUSP4 EPAS1 F2RL1 FGB GDF15 GLRX ID4 ITGB5 LGSN LTBP1 MAP7 MTUS1 NEDD9 NPTX1 PBX1 PON3 SIM2 SLC45A4 TENT2 TNS4 JI_RESPONSE_TO_FSH_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_RESPONSE_TO_FSH_DN ADD1 ARF6 ARHGAP5 ASPH ATP5F1A BRCA1 CALR CCNF CDK8 CYB5B DDX3X DUSP1 EIF2S3 EMP1 FGF2 FGF5 FN1 GDI2 GNA13 GNS GPR176 ITGA6 JAK1 KIF5B MAGI2 MAP2K1 MAT2A MED6 OSMR PACSIN2 PAK2 PANK3 PITPNB PLEC PRPF4B PRPS1 RAB6A RAF1 RANBP9 RB1 RRM2 SERBP1 SERPINE1 SNAP23 TFDP1 TOP1 TOP2A TOP2B UBA52 UBE2G1 VCAN YWHAZ ZMYND11 JI_RESPONSE_TO_FSH_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JI_RESPONSE_TO_FSH_UP ACADS AKR1C3 ANK3 ATP5ME AXL BFSP1 BRD3 BTN3A1 C1R CASP1 CASP6 CBR1 CCNG2 CFHR1 CLU COL16A1 COL3A1 CPT1B CRYBG1 CTNNB1 CTTN CYP51A1 DPYSL3 EBP ERG28 FADS1 FADS2 FASN FCGRT FDFT1 FDPS GOSR1 H2AC18 H4C3 HMGCR HNRNPDL IDI1 IFI35 IFITM1 IL10RB ISG15 KAT8 LAMA4 ME3 MEIS1 MVD NAB1 NT5C2 PAF1 PDCD4 PIR PLAAT4 PLXNC1 PPL PSMB4 PSMB9 RBP1 SEPTIN6 SLC16A4 SLC4A3 SPOP SQLE SRSF6 TM7SF2 TNPO1 TRAPPC6A XPC ZNF148 JOHANSSON_BRAIN_CANCER_EARLY_VS_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHANSSON_BRAIN_CANCER_EARLY_VS_LATE_DN ACOT7 ACSBG1 ALDOC ATP1B1 ATP2A2 C3 CALM1 CALY CAMK2G CHN1 CLSTN1 CLU CRYAB CSDC2 CST3 CTSD DCN GHITM GJA1 GNAS GRINA GSTM1 HDAC11 IGFBP4 IGFBP5 ITM2B LRP1 MAT2B MMD2 NCDN NDN NDRG1 NDRG2 NSF PFKM PLA2G7 PLEKHB2 PYGB QDPR SELENOP SPARC SPARCL1 TEF JOHANSSON_BRAIN_CANCER_EARLY_VS_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHANSSON_BRAIN_CANCER_EARLY_VS_LATE_UP ADM DNAH5 FOS RACGAP1 RRM2 TACC3 USP29 JOHANSSON_GLIOMAGENESIS_BY_PDGFB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHANSSON_GLIOMAGENESIS_BY_PDGFB_DN ACOT7 ARPP19 CACNB3 CALY CHMP3 CHN1 CTNND1 FAM131A FGFR2 HBA2 KCNH3 KIFC2 MAT2B NEFL PPP1R1B PPP3CA PRKCZ RPH3A SLC30A3 SYNGR3 TYRO3 WIPF3 JOHANSSON_GLIOMAGENESIS_BY_PDGFB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHANSSON_GLIOMAGENESIS_BY_PDGFB_UP B2M C1orf159 CCND1 CCND2 CD63 CD9 CDC20 CDC42SE1 CDK1 CDK4 CHST11 DBI DYNLT1 EEF1A1 EPN2 FN1 FOS FRMD8 FTL HLA-DRB5 HMGB2 HMOX1 HNRNPA1L2 HSPA14 KLF6 LGALS1 MARCKS MARCKSL1 MCAM MCM2 MCM3 MKI67 NIN OST4 PBK PCNA PDGFRA PLK1 PPFIBP1 PPP1R14B PPP1R18 REV3L RNF213 RPLP0 RPS27L RRM2 SDC3 SERPINE2 SPP1 STAT3 SULF2 TAGLN2 TMEM176B TOP2A TPM1 TPM4 YBX1 JOHNSTONE_PARVB_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_1_DN ACOT13 ADH5 AOPEP APCDD1L ATP10D BICC1 C5orf24 CDKN2AIP COL6A3 CTSB DCAF16 DMXL1 DNAJB14 DSE ETV1 FAT1 FUS GPAT3 GPX8 H2AC6 HSPA1A HSPA1B INSIG1 ITGB8 KHDRBS3 KIAA0232 LIFR LIMCH1 LNPEP MCTP1 MED31 MYO10 NAA15 NPIPB13 NPIPB4 PHACTR2 PPP2R5C PPP3CA PTGER4 PTN QKI RAB28 RBMS1 RBPJ RELL1 SCOC SEC24D SEPTIN11 SHC3 SLC12A2 SLC16A7 SLC25A37 SRSF3 STC1 STEAP1 TALAM1 TMEM106B TNC UBA6 UBE2K UVSSA WDFY3 ZC2HC1A ZRSR2 JOHNSTONE_PARVB_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_1_UP ADAMTS15 CST6 GAS5 KRT7 PARVB PEA15 SERPINE1 JOHNSTONE_PARVB_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_2_DN ABCC10 ADM ADO AGFG1 AGTPBP1 AHRR AIRIM AK2 AKIRIN1 ALCAM ANGPT1 ANKRD13C ARHGEF10 ARL5A ARPP19 ARRDC3 ASPH ATF1 ATP11B ATP2C1 ATP5IF1 ATP5ME AXIN2 B3GALNT1 B3GNT5 BACE2 BICRAL BLOC1S5 BPNT2 BTC C1GALT1 C6orf62 C8orf33 CAMK2D CAP2 CASP1 CASP3 CBX5 CCDC126 CCN2 CDC5L CDK13 CDK6 CDYL CENPQ CHASERR CHML CILK1 CLIC4 CNIH1 COLGALT1 COMMD5 CPE CPNE8 CREM CRYZ CSNK1A1 CST7 CTBP2 CUL5 CUTA CYB5A CYC1 DACH1 DCP2 DCUN1D1 DCUN1D4 DDAH2 DEF6 DERA DHX15 DOCK4 DOCK9 DPYD DSEL DST DYNLT2B E2F3 ECI2 EFNA5 EHBP1 ELOVL5 EMP1 ENPP1 ENPP4 ENSG00000269825 EPM2AIP1 ERO1A ESD ETNK1 EXOC5 F2R F2RL1 FAF1 FBXO9 FIGN FIRRM FOXJ3 FRG1CP FRMD6 FSD1L FUBP1 FXR1 GALNT7 GBE1 GCNT2 GLCE GLS GLUD1 GMDS GORAB GTF2A1 GULP1 GXYLT1 HADH HDAC1 HIPK1 HIVEP3 HNRNPA3 HNRNPLL HNRNPR HOOK3 HS3ST3B1 HSPA1A HSPA4 HYCC1 IFRD1 IPO5 IRS1 ISOC1 KCTD20 KIF13A KPNA6 LEMD3 LEPR LHFPL6 LIMCH1 LIN7C LINC01505 LNPK LRP6 MAGT1 MANEA MAP2 MAPK14 MBNL1 MCM3 MCUR1 MDC1 MED4 MIR3648-1 MIS18BP1 MMUT MOB1B MRPL14 MRPS10 MRPS18B MRS2 MSRB3 MYCBP2 MYLK NADK2 NBPF9 NECTIN3 NET1 NFX1 NFYA NMRAL1 NOL7 NQO2 NR2F1-AS1 NR3C1 NUDT21 NUFIP2 NUP153 NUP58 NUP62 OARD1 OGFOD3 OPA1 OSBPL8 OXR1 PAK1IP1 PARVA PCNP PDGFA PDGFC PDIK1L PDZD8 PFN2 PGBD1 PHC3 PLEKHA5 PLPP3 PNRC2 POLH POLR1C POPDC3 PPA2 PPIL1 PPM1A PPP2R5C PPP2R5E PPP3CA PPWD1 PRIM2 PRKCA PRPF31 PRPF39 PRPF4B PSMB2 PTAR1 PTK2 PTP4A2 PTPRG RAB28 RANBP9 RAP2B RAP2C RASA2 RASSF8 RBBP4 RBFOX2 RBM26 RBMS3 RBPJ RCHY1 RCN2 RDH13 RFX7 RHOJ RIN2 RIOK1 RNF19A RO60 RREB1 RRP36 RUNDC3B RUNX2 S100PBP SCML1 SEC22B SEC24B SEPHS1 SESTD1 SFPQ SGPL1 SHISA2 SHOX2 SLC16A7 SLC25A40 SLC30A5 SLC31A1 SLC35A1 SLC35B3 SLC38A4 SLC39A8 SLC44A1 SLC5A3 SLK SMC3 SMIM13 SMURF2 SNHG32 SNHG33 SNRNP48 SOAT1 SOCS5 SPRY1 SRD5A1 SRGN SRPK1 SRRM1 SRSF1 SRSF10 SRSF3 SRSF4 SSBP2 SSR1 STAG1 STK17A STK17B STMP1 SYNCRIP SYNJ2BP TAF11 TAF2 TBL1XR1 TCAF1 TCERG1 TDP2 TECR TGFBR1 TM9SF3 TMEM128 TMEM14A TMEM14B TMEM14C TMEM165 TMEM33 TMEM65 TMPO TMTC3 TNFAIP8 TNFRSF21 TOMM20 TOMM6 TOP2B TPST1 TPT1-AS1 TRAM2 TRERF1 TRIB2 TSPAN5 TTC39C UBE2G1 UBE3A UBR2 UBTD2 UCHL5 UFL1 USP34 USP4 USP46 UTP11 VPS13A WAC-AS1 WEE1 WIPF1 WRNIP1 XRN1 ZDHHC2 ZFYVE28 ZKSCAN8 ZMPSTE24 ZMYM1 ZNF184 ZNF468 ZNF532 ZNF623 ZNF654 ZNF814 ZNF83 ZNG1A JOHNSTONE_PARVB_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_2_UP ACTB ACTG1 AGPAT2 AIF1L AKR1B1 AKR1C1 ALDH1A3 APLP2 ARHGDIA ASXL2 B2M BASP1 BCL2L1 BRD9 BSG CALM3 CALR CAVIN1 CCRL2 CD151 CD74 CFL1 CITED2 CLPTM1 CLPTM1L CMTM6 CORO1B COTL1 CSF2RA CXCR4 DBNDD2 DDX60 DLGAP4 DMPK ECM1 EEF1A1 EEF1A2 EMB EPHX1 EREG ERGIC3 FAM86C1P FASN FKBP1A FLNA FST FURIN FXYD5 G6PD GALC GALNT6 GATA6 GFOD1 GNAI2 GPR137 GPRC5A GRAMD1B GREB1 GRINA GSTM3 H1-0 HEG1 HGS HLA-A HLA-B HLA-DPA1 HLA-DRB1 IFI27 IFIT1 IFIT2 IFIT3 IFITM1 IGFBP4 IGFBP6 IRX3 ISG15 KCTD13 KRT18 KRT8 LSR LY6E LYSMD2 MAMDC2 MDK MINK1 MOAP1 MT-ATP6 MT-CO1 MT-ND3 MT-ND4 MT-ND5 NCOA7 NDUFB1 NECTIN2 NSMF OAF OASL OGDH OTUB1 PCOLCE2 PKM PKN1 PLAAT4 PLAT PLEK2 PPP1R9B PTPA RAB11B RAB29 RAMP1 RPL36A RPL5 S100A11 SBNO2 SCAMP4 SEL1L3 SERPINE1 SLC25A1 SLC4A2 SMAD3 SNAP29 SPTAN1 STXBP2 TFE3 TFPI2 TGFB1 TLN1 TNFAIP3 TNIK TP53 TPP1 TPT1 TRAPPC1 TXNRD1 UAP1L1 UBE2L6 UBE2V1 USP11 VEGFB VSIR WBP2 WWC1 YWHAE ZNFX1 ZYX JOHNSTONE_PARVB_TARGETS_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_3_DN AASS ABCB10 ABI2 ACAP2 ACTL6A ACTN1 ADI1 ADK AEBP2 AGBL3 AK6 ALCAM ALDH18A1 ALDH6A1 ALDH7A1 ALG10 ALG10B ALYREF ANKRD28 ANKRD44 ANP32E AOX1 AP1G1 AP1S2 AP5M1 APCDD1L-DT ARFIP1 ARHGAP11A ARHGEF12 ARID1A ASNS ASNSD1 ASPH ASPM ATAD2 ATF2 ATG3 ATL3 ATP1B1 ATP2C1 ATP5IF1 ATP5ME ATP9B ATR ATXN1L AXL AZI2 BAG4 BARD1 BCAT1 BCL10 BDNF BDP1 BEND6 BICD1 BIRC5 BLTP3B BLZF1 BMI1 BMPR1A BMPR2 BNIP2 BRD2 BRIP1 BRIX1 BROX BTG3 BUB1 BUB3 C17orf75 C1GALT1 C1orf122 C1orf174 C2orf69 C4orf46 C5orf22 C6orf52 C8orf76 C9orf40 CANX CAPS2 CARNMT1 CASP2 CAST CBFB CBX1 CBX5 CCAR1 CCDC138 CCDC14 CCDC43 CCNA2 CCND3 CCNE2 CCNJ CCPG1 CDC20 CDC26 CDC42BPA CDC42SE1 CDC42SE2 CDC6 CDCA7L CDCA8 CDK1 CDK6 CDKL1 CDKN2C CELF1 CENPA CENPE CENPF CENPM CENPN CENPW CEP128 CEP15 CEP20 CEP350 CEP57 CEP70 CEP76 CEPT1 CETN3 CFL2 CHROMR CHTOP CIP2A CISD1 CISD2 CKAP2 CKS1B CMC2 CMSS1 CNIH1 CNOT6L CNOT8 CNOT9 COCH COPS2 COPS3 COPS4 COPS8 COX7B CPLANE1 CPNE8 CPSF3 CPSF6 CREM CRNDE CSAD CSE1L CSGALNACT2 CSNK1A1 CSNK2B CSPP1 CSRNP3 CTDSPL2 CTNNB1 CTPS1 CTSC CTTN CUL3 CWC27 CYB5A CYP2U1 DBF4 DBTP1 DCAF13 DCLRE1C DCTN4 DCUN1D1 DEK DENR DEPDC1B DESI2 DHX15 DIAPH3 DIMT1 DKC1 DLEU2 DLGAP5 DMAC2L DNAJB6 DNAJC24 DNAJC3 DOP1A DPYD DR1 DSG2-AS1 DTD2 DTL DTYMK DUSP14 E2F8 EBAG9 EBNA1BP2 ECHDC1 ECPAS EED EEF1E1 EIF1AX EIF1B EIF4E EIF4E2 EIF5 ELAVL1 ELK4 ELL2 ELOA ELOC EME1 EMSY-DT ENY2 ERAP2 ERGIC2 ERVK3-1 ESCO2 ETV5 EVA1A EWSR1 EXOSC2 EXOSC4 EXOSC8 EZH2 FAM13B FAM204A FAM72C FAM98A FANCD2 FANCI FBXL5 FBXO11 FBXO5 FBXO8 FBXW7 FCF1 FERMT2 FGD5-AS1 FH FIGNL1 FILIP1 FKBP5 FLCN FLOT1 FLVCR1 FMR1 FOSL2 FOXN2 FRMD6 FSCN1 FSTL1 FUBP1 G2E3 G3BP2 GALM GAS2L3 GAS5 GAS5-AS1 GFM1 GINS1 GINS2 GINS3 GK5 GLO1 GLS GLUD1 GMNN GMPS GNB4 GOLIM4 GOLT1B GORASP2 GPN3 GPSM2 GPX8 GTF2A2 GTF2H2 GTF2H3 GTF3C3 GTPBP4 H1-1 H2AZ2 H2BC9 HACD3 HAUS6 HBEGF HDGFL3 HELLS HERPUD2 HIGD1A HMGB1 HMGB1P4 HMGN4 HMGN5 HNRNPA1P37 HNRNPC HNRNPD HNRNPLL HNRNPM HNRNPR HOOK3 HSPA13 HTATSF1 IARS1 ID1 ID3 IER3IP1 IFRD1 IFT56 IFT80 IMMP1L INCENP ING1 ING2 ING3 INSYN2B IPMK IPO9 IPP IQGAP3 IQSEC3 IRF2BPL ITGAE IVNS1ABP IWS1 JADE1 JUN KANSL1L KAT6A KBTBD6 KCNAB1 KIAA1586 KIF11 KIF15 KIF18A KIF20B KIF23 KIF2A KIF2C KLHDC10 KLHL15 KLHL20 KLHL23 KLHL42 KLHL8 KNSTRN KPNA3 KRT10 KTN1 LAMP2 LCTL LIG3 LINC00869 LINC01355 LINC03104 LNPK LRCH3 LRR1 LSM10 LSM14A LSM2 LSM5 LSM8 LSP1P5 LUC7L2 LYSMD3 MAD2L1 MAGOHB MALSU1 MAN2A1 MAP1LC3B MAP3K13 MAP3K2 MAP3K20 MAPK6 MARCHF1 MASTL MBD2 MBLAC2 MBNL1 MCM4 MCM6 MCM8 MCTS1 MDM1 MDM4 MEA1 MED19 MED27 MED4 MELK MELTF-AS1 METTL2B MGC16275 MGP MIB1 MICB MID1 MIGA1 MIR3939 MIS18A MIS18BP1 MKKS MLF1 MLF1-DT MLLT10 MNAT1 MNS1 MORC3 MOSMO MPHOSPH6 MPHOSPH9 MRE11 MRM2 MRPL13 MRPL35 MRPL47 MRPS18C MRPS22 MRPS9 MSH2 MSH6 MT-ND6 MTBP MTERF3 MTF2 MTHFD2 MTO1 MTPAP MTRFR MYBL1 MYCBP MYH10 MYO1B MYO5A MYSM1 MZT1 N4BP2 N4BP2L2 NAA15 NAA50 NAE1 NAPEPLD NBEAL1 NCAPG NCAPG2 NCAPH NCK1 NDC80 NDFIP2 NDUFA11 NDUFA6 NDUFB7 NDUFS5 NEK2 NEK4 NINJ2 NIP7 NKTR NOG NOL11 NOL7 NOP58 NOSIP NPIPB13 NQO1 NR2C1 NSD3 NT5E NUB1 NUCB2 NUCKS1 NUDCD1 NUDT15 NUDT19 NUDT21 NUF2 NUP107 NUP160 NUP35 NUP42 NUP50 NUP54 NUSAP1 NUTF2 OBI1 ODC1 ODR4 OIP5 OPA1 ORC2 ORC4 OSBPL11 OTUD6B OTUD6B-AS1 OXR1 PABIR2 PACRGL PAFAH1B2 PAICS PALS2 PANK2 PARVA PAWR PBDC1 PBK PCDHGA8 PCMT1 PCNA PCNP PCNX4 PDHA1 PDIA6 PDK3 PDS5B PER2 PER3 PET117 PEX5L PFKFB3 PGGT1B PHAX PHF19 PHF20 PHF6 PHOSPHO2 PHTF2 PIGW PIGX PIH1D1 PIK3CB PITHD1 PLEKHA3 PLEKHB2 PLK4 PLLP PLPP3 PLSCR1 PM20D2 POC1B POGK POLA1 POLD3 POLE2 POLE4 POLH POLR1H POLR2B POLR2D POLR3E POMK POMP POU4F2 PPHLN1 PPM1A PPM1B PPP1CB PPP1R8 PPP3CA PPP4R2 PPP4R3B PPT1 PRC1 PRDM16-DT PRKAR2A PRKAR2B PRKD3 PRKDC PRKRA PRPF31 PRPF40A PRPS2 PRRC2C PSAT1 PSIP1 PSMC6 PSMD12 PTBP2 PTBP3 PTEN PTK2 PTMA PTTG1 PTTG3P PWRN1 PXK QKI QSER1 RAB12 RAB18 RAB33B RABGAP1L RACGAP1 RAD51AP1 RALBP1 RAMAC RAP2A RAPGEF2 RAPGEF6 RAPH1 RASAL2 RASSF8-AS1 RBL1 RBM12 RBM15 RBM17 RBM22 RBMS1 RBMXL1 RCHY1 RECQL REST RFC2 RFC4 RFC5 RFK RFXAP RHOT1 RIF1 RIMS2 RIOK2 RIOX2 RIT1 RMI1 RNASEH2A RNF138 RP2 RPA1 RPA2 RPA3 RPAIN RPE RPL23AP4 RPL7L1 RRM1 RRM2 RSPH10B RSRC1 RTKN2 RUFY2 RUFY3 RUNDC3B RUVBL2 RYBP SACM1L SACS SAR1A SARAF SASS6 SBNO1 SCAI SDC3 SEC14L1 SEC22B SEC22C SEC23B SEH1L SELENOK SEM1 SENP7 SEPTIN10 SERP1 SERTAD2 SERTAD4 SET SETD2 SFPQ SFXN1 SGMS1 SGO2 SGTB SHCBP1 SIX1 SKA2 SKA3 SKP2 SLC25A24 SLC25A32 SLC25A43 SLC30A5 SLC35A5 SLC35D1 SLC36A4 SLC3A2 SLC6A6 SLC7A1 SLC7A11 SLC7A5 SLF1 SLK SMAD5 SMARCA5 SMC2 SMC3 SMC4 SMCHD1 SMIM15 SMIM3 SMIM8 SMNDC1 SMURF2 SNHG14 SNHG33 SNORD30 SNRNP70 SNRPA1 SNRPC SNRPF SNTB2 SNX16 SNX7 SOCS3 SOCS6 SOWAHC SP2-AS1 SPAG5 SPC24 SPC25 SPIN1 SPIN4 SPTSSA SRFBP1 SRP19 SRR SRSF3 SSR1 SSR3 STAM2 STARD3NL STMN1 STRN3 STT3A STT3B STYK1 SUB1 SUCO SUDS3 SUGT1 SUV39H2 SYNCRIP SYNJ2BP TAF11 TAF13 TAF1D TAF9B TAS2R15P TAX1BP1 TCEA1 TCF12 TCF19 TCF7L2 TCP1 TCP10L TDG TECPR2 TFAM TFDP1 THAP5 THAP9-AS1 THOC7 TIMM17A TIMM21 TIPARP TIPIN TIPRL TJP1 TK1 TM2D3 TMCO6 TMED4 TMED7 TMEFF1 TMEM14C TMEM200B TMEM209 TMEM237 TMEM267 TMEM50A TMEM97 TMPO TMSB15B TMTC3 TMX1 TMX4 TNPO1 TNRC6B TOMM5 TOMM6 TOP2A TOR1AIP2 TPI1 TPM1 TPRKB TPT1-AS1 TRA2A TRA2B TRMT5 TSEN15 TSHZ1 TSPYL1 TTC32 TTK TUBB2A TUBGCP3 TWSG1 TXNL4A TYMS U2SURP UAP1 UBA6 UBAP2 UBE2G1 UBE2V2 UBXN2A UBXN7 UCHL3 UHMK1 UHRF1 UNG UPF3A UQCC2 UQCRC2 USP1 USP37 USP38 USP6 UTP15 VAMP7 VMA21 VPS54 VRK2 WAC WASH5P WDHD1 WDR33 WDR43 WDR76 WSB2 WTAP XRCC4 YAP1 YARS1 YES1 YRDC YTHDC1 YTHDC2 YTHDF2 ZC3H4 ZC3HAV1L ZCCHC10 ZCCHC7 ZIC2 ZMYM5 ZNF22 ZNF23 ZNF234 ZNF24 ZNF273 ZNF274 ZNF330 ZNF367 ZNF451 ZNF506 ZNF559 ZNF567 ZNF587 ZNF639 ZNF652 ZNF670 ZNF718 ZNF721 ZNF738 ZNF765 ZNF814 ZWILCH ZWINT JOHNSTONE_PARVB_TARGETS_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOHNSTONE_PARVB_TARGETS_3_UP ABCC3 ABCG2 ABHD12 ABHD14B ABHD17C ACADVL ACLY ACSL1 ACSL5 ACTB ACY1 ADD3 ADGRG1 AFDN AGRN AHNAK AHNAK2 AKR1C1 AKR1C3 ALDH3A2 ALDH3B1 ANAPC5 ANXA1 ANXA4 APLP2 APOL6 AQP3 ARAF AREG ARFGAP1 ARHGAP26 ARHGAP5 ARL4C ARNT2 ARPC1B ARRB1 ASAH1 ASXL2 ATG2A ATL1 ATM ATP1A1 ATP2B4 ATP6V0C ATXN7 B4GALT5 BCL3 BCL9L BHLHE40 BLTP2 BRI3 BTG1 BTN3A3 C15orf39 C17orf49 C19orf33 C1S C3 C6orf120 CA12 CALD1 CALHM2 CALM1 CAPN1 CAPRIN1 CAT CCDC3 CCDC69 CCND1 CD276 CD55 CD58 CD9 CDC42EP2 CDC42EP4 CDCP1 CDK15 CEBPB CEBPD CELSR1 CITED2 CLDN4 CLIC3 CLIP4 CLU CMTM3 COL18A1 CPD CREG1 CRISPLD2 CRTAP CSF1 CST3 CSTB CTNND1 CTSA CTSB CTSD CTSL CTSS CYTOR DAAM1 DAG1 DDIT4 DDOST DENND10P1 DIDO1 DMBT1 DNAH2 DNM1 DNMBP DPP7 DSP DUSP5 DVL2 DYNC1H1 ECE1 ECH1 EFHD2 EHD1 EHD2 EIF4G1 ELOVL6 EMILIN3 ENO2 ENSG00000290941 EPAS1 EPCAM ERLIN2 ERRFI1 ESAM F11R FADS1 FAHD1 FAM219A FGFR1 FHOD3 FLII FLNA FLNB FLOT2 FN1 FNTA FRAS1 FUT8 FXYD5 GAA GABARAP GATAD1 GBA1 GCN1 GDI1 GFPT2 GLB1 GLS GNS GOLGA2 GOLGA5 GPR107 GRK5 GRN GSAP GSN GSTK1 H1-10 H2AJ HELZ2 HINT3 HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-J HMOX1 HNMT HPCAL1 HS1BP3 HSD17B4 HTATIP2 HTRA1 HUWE1 ICAM1 IFI35 IFITM1 IFITM3 IGF2R IKBKB IQGAP1 IRAK2 ITGA2 ITGB4 JAG1 JAK1 JUP KCTD2 KIF3B KLF10 KLF4 KLF6 KLHL24 KLHL29 KMT2A KRT19 KRT80 L1CAM LDLR LEPROT LGALS3BP LGALS8 LGMN LGR4 LIF LIPA LIPG LITAF LMTK2 LOXL2 LOXL4 LPCAT3 LRP1 LRRFIP1 LTBP3 LYRM1 MAP2K3 MAP4 MARCKS MDFIC MEGF9 MELTF MFSD6 MGAT4B MGST1 MICAL2 MKNK2 MLEC MMP24OS MORC4 MOV10 MPI MTA1 MVP MYH9 MYO18A MYO1C MYOF NAGLU NANOS1 NAP1L1 NAV1 NBL1 NBPF14 NDFIP1 NEAT1 NFE2L1 NFKBIA NLRC5 NOP53 NOTCH2 NPC2 NPIPA1 NR1H3 NR2F2 NT5DC1 NTAN1 OGA OPTN ORAI3 OSBPL3 OSMR P4HB PAK2 PARD6B PARP12 PBXIP1 PCBP2 PCDHGC3 PDCD4 PDK4 PDP1 PEG10 PHF10 PITPNM3 PLAAT3 PLAU PLBD2 PLD1 PLD3 PLIN2 PLPBP PLPP2 PMAIP1 PNMA2 PNRC1 POLD4 POMGNT1 PPDPF PPFIBP1 PPP1R21 PPP1R26-AS1 PRAG1 PRDX5 PRKD2 PRNP PRPF8 PRXL2A PSAP PSMB9 PTGR1 PTP4A1 PTPN23 PTPRE PTX3 PYGB PYGL R3HDM4 RAB7A RABAC1 RAPGEF1 RBCK1 RBM47 RCN1 RELA RETREG2 RETREG3 RETSAT RHOB RIPOR1 RNASE2 RNASET2 RNF149 RRAS2 S100A16 S100A2 S100A4 SAMHD1 SARDH SCD SCG2 SCNN1A SEC16A SEMA4B SEPTIN9 SEZ6L2 SFR1 SFXN3 SGK3 SH3BP5 SIK3 SLC17A5 SLC25A39 SLC29A2 SLC30A1 SLC50A1 SMAD3 SMURF1 SNHG29 SNTB1 SNX19 SPAG4 SPATA20 SPTBN1 SQSTM1 SRPX ST3GAL1 STAT6 STEAP3 STX16 SULT1C2 SUPT5H SUPT6H SYNGR2 SYVN1 TACSTD2 TANC1 TAPBP TAX1BP1 TBC1D3F TBC1D9 TCIRG1 TGFBI TGFBR2 TGIF1 TGM2 THBD THBS1 TIMP1 TIMP2 TINF2 TKT TLR4 TM7SF2 TMC6 TMC8 TMEM135 TMEM245 TMEM43 TMEM87B TNFAIP2 TNFSF10 TNIK TNIP1 TNKS2 TOGARAM2 TOX2 TPP1 TPRG1L TRIB1 TRIM8 TRIO TRIOBP TTC7B TTC8 TXNIP UACA UGCG UNC93B1 VAMP8 VAT1 VAV2 VIM VIPR1 VMP1 VPS18 WASHC2C WDR45 WIPF2 WLS ZNF703 JONES_TCOF1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JONES_TCOF1_TARGETS CCNG1 PERP PMAIP1 TP53INP1 ZMAT3 JOSEPH_RESPONSE_TO_SODIUM_BUTYRATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOSEPH_RESPONSE_TO_SODIUM_BUTYRATE_DN A2M ABCC2 ACP2 ADH6 AFF1 ALAD ALDH1A1 ALPK2 AQP1 ATP7B C7 CAPN7 CD300C CDH11 CDK4 CKS1B CLCN3 COL6A3 CSF1 CUL1 CYP4A11 DPP6 EIF4G2 ELANE ELK3 EMP3 ERCC2 F10 FES FSTL1 G6PC1 GAA GMPS GRM3 HMGB1 HSPG2 IL11 IL6 IRF2 MPP3 MYL4 NAMPT NCL NF2 NUCB1 PFKL PRKAR2A PYGL RNF141 STAT6 SULT1E1 THBS4 THRA THSD7A TIMP3 TUBA4A TXK USP7 VEGFB ZNF137P JOSEPH_RESPONSE_TO_SODIUM_BUTYRATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JOSEPH_RESPONSE_TO_SODIUM_BUTYRATE_UP ATP5MC3 CD82 CETN2 CLU COX6A1 ESYT2 FABP4 FURIN GDI1 GPRC5A GSTP1 HADHB IFI30 IGF2 MT2A NME2 NR4A1 PCMT1 POLR2L PRDX1 PRKCB PSAP RAB11A RHOA S100P SAT1 SEC61B SERPINB2 SPOCK1 TIMP1 UQCRQ JU_AGING_TERC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/JU_AGING_TERC_TARGETS_UP CSF3 CXCL13 CXCL6 FGF2 MMP2 TIMP2 VEGFD KAAB_FAILED_HEART_ATRIUM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_FAILED_HEART_ATRIUM_DN ABCB6 ABCC9 ACOT13 ACOX2 ACP1 ACTB ACTN1 ACVR1B ADRM1 AMD1 APP ATP6V0E1 BLVRB CAPN7 CCZ1 CD59 CDC16 CLIC4 CNIH1 CNN3 COL15A1 COX6A1 CTNNA1 CTTN DAAM1 DDX21 DGUOK DXO EI24 EIF3I ELOC FAM131A FCN3 FKBP1A FKBP9 G3BP2 GDE1 GLUD1 GPC4 GPR137B GRB2 GSE1 GSTM3 GSTP1 GTF3A HDGF HINT1 HNRNPL IFITM1 IFITM3 IFNGR1 IGSF3 ITM2B KHDC4 KPNA6 LAGE3 LAPTM4A LDHA LGMN LRBA LRRC32 LRRN3 LSM7 LYPLA1 MAD2L1BP MAP2K1 MCM3 MLEC MPP1 MPST MYH10 NME2 NPRL2 NPTN NUDT3 NUTF2 OPTN OSMR PAFAH1B1 PAPOLA PARVB PDCD6 PGK1 PGM1 PIGH PIR PLEKHB2 PLP1 PMP22 PODXL PPM1A PPP1CC PRDX1 PSMA3 PSMB1 PSMB3 PSMB4 PSMB5 PSMD9 PTPRB RAB1A RAB9A RAD1 RAN RBP1 RIT1 RPA1 RRAGA SDF2 SERPINA3 SLC39A14 SLC9A6 SLCO3A1 SMARCA1 SMPD4 SNU13 SPARCL1 SPTSSA SRI SS18 ST3GAL1 STAT3 STX4 SUMO1 TAGLN TGFBR2 TGFBR3 TM9SF1 TMED10 TMEM147 TNFAIP1 TPM2 TSC22D1 TXN UBA3 UBE2I UBE3C USP2 VAPB VAT1 VTI1B WARS1 WASHC2C YWHAE YWHAZ ZNF22 ZP3 KAAB_FAILED_HEART_ATRIUM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_FAILED_HEART_ATRIUM_UP APOM ARID1A ATP6V0A1 ATXN7L1 BRD3 BTBD2 CAVIN1 CYP3A5 EFNA2 EPHA5 FBLN1 FGA FGFR1 FKBP8 GAGE13 HES2 HNF1B KLHDC3 LILRA4 LYZL6 MADCAM1 MAP3K11 MIR124-1HG MMP15 NCDN NPPB PFKFB3 PLA2G15 PLEC PPP5C SPIB TMEM259 TNNT1 TOB2 TRIO TYR KAAB_FAILED_HEART_VENTRICLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_FAILED_HEART_VENTRICLE_DN ABCB6 AMD1 ATP2A2 ATP5MC1 BOLA2 C1QB CD14 CD68 CSRP2 DAAM1 DEXI EBP F13A1 FCER1G FCN3 GTF3A IFITM1 IFITM2 IFITM3 IFNGR1 IRAK1 ISG15 LDHA LPCAT4 MYH6 NME2 NQO2 PPP2R5C PQBP1 PSME2 PTDSS1 RAB9A SERPINA3 SERPINB1 SLC31A2 SLC39A14 STAT3 TMEM147 TSC22D1 TUBA3C TUBA3E VAT1 WARS1 ZP3 KAAB_HEART_ATRIUM_VS_VENTRICLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_HEART_ATRIUM_VS_VENTRICLE_DN ABCC9 ABLIM1 ACAA1 ACAA2 ACADS ACADVL ACAT1 ACSL3 ACTN2 ADAM23 ADH5 AFG3L2 AIFM1 AIMP2 AK4 ALAS1 ALDH1L1 ALDH5A1 ALDOC ALPK3 AMD1 APOA1 APOD ARIH2 ASS1 ATP1B1 ATP5F1A ATP5F1C AUH AZGP1 BCAT2 BCKDHA BDH1 BDNF BNIP3 C1QBP CAP2 CAPN2 CAPNS1 CCND2 CCT7 CD36 CDH13 CDH2 CDK2AP2 CDKN1C CHN1 CHN2 CKMT2 CLCN1 COA1 COPS3 COQ9 COX17 COX5A COX7A2 COX8A CPT1B CPVL CRADD CSRP2 CXADR CYB5A CYB5R1 CYC1 DECR1 DIO2 DLD DLK1 DPYSL4 ECH1 ECHS1 ECI1 ELAC2 ENO3 EYA1 FABP3 FEM1C FGF18 FH FHL2 FLII GAB1 GABRE GADD45A GATD3 GBE1 GCAT GCNT2 GLUD2 GNAS GNLY GOT2 GPC1 GPT GRAMD1B GRM1 GYS1 H1-2 H2BC10 H2BC21 H2BC5 H2BC7 H3C6 HADH HADHA HEBP2 HIPK3 HRAS HSPA9 HSPB6 HYAL1 IDH2 IDH3B IFI27 IGHE IMPA2 IPO13 IRX5 ISCU ITGA9 IVNS1ABP KCNJ8 KCNQ1 KIFBP KIFC3 LAMA2 LARP4B LDAF1 LDB3 LDHB LMO7 LPL LYRM1 MAOB MAP3K5 MAP4 MAPKAPK3 MCCC2 MEIS2 METAP1 MLH1 MMP23B MPPED2 MRPL33 MRPS18B MYBPC3 MYL12A MYL2 MYL3 MYOM2 NDRG4 NDUFA9 NDUFAF1 NDUFS1 NDUFS2 NDUFS3 NDUFS6 NDUFS7 NDUFV2 NLGN1 NUAK1 OGDH OPA1 OXA1L P2RY2 PAIP2B PARP1 PCDH7 PCDHA3 PCSK6 PCYT2 PDE1C PDE3A PDHX PDK4 PDLIM1 PDLIM5 PDZRN3 PFKM PFKP PGM1 PHKA1 PHYH PINK1 PKIA PKP2 PLA2G4C PLCL1 PLN PODXL POLR2F PPFIBP1 PPP2R3A PPP2R5C PRDX3 PSMB6 PTPN14 PTPN3 PTPRM PYGB RAB21 RAPGEF2 RASSF9 RCAN1 RCAN2 RHOQ RNF10 RPL3L RTL8C SDHA SDHB SDHD SETD4 SGCD SH3GL2 SLC1A3 SLC22A5 SLC25A20 SLC25A3 SLC5A1 SMYD2 SORBS2 SPTBN1 SRGAP3 STARD7 STIM1 STK39 TBC1D4 TBX1 TCAF1 TJP2 TMC6 TNNC1 TNNI3 TNNT1 TOB1 TSFM TUBA3C TUBA3E TUBA4A TWF2 UBA3 UBAC1 UBE2D1 UBE2G1 UBE2H UBE2L3 UBE3A UNG UQCRC1 UQCRFS1 UQCRQ VDAC1 VPS13D VPS8 VTN WWP1 ZBTB43 ZHX2 ZNF330 ZNF710-AS1 KAAB_HEART_ATRIUM_VS_VENTRICLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAAB_HEART_ATRIUM_VS_VENTRICLE_UP ABCC8 ACTA2 ACTN1 ADM ADORA1 AEBP1 AFAP1 AGPAT1 AGTR1 AKR1A1 AKR1C1 ALDH1A2 ALOX12 ARB2A ARHGAP1 ASXL1 ATM AUTS2 BAD BAMBI BASP1 BTG1 BTG3 C1R CACNA1B CACNA2D2 CADPS CALR CCDC85B CCL14 CCN2 CCN5 CD47 CD63 CD81 CDC123 CDK14 CDO1 CELSR2 CFH CHGB CHL1 CHRDL1 CHRNE CIB2 CITED1 COL2A1 COL4A6 COMP CPE CREB3L2 CRIP1 CSRP1 CTSF CYB561D2 DAP DAPK2 DDR1 DDR2 DESI1 DHODH DPT DPYSL3 DSC1 DYRK2 EDNRA EEF1A1 EFEMP1 ENO2 EPB41L1 EPB41L3 EPHA4 EPHB2 EPS8 ERBB2 ERBB4 ERGIC3 ETV5 EXOSC2 EZH2 F10 FAM114A1 FBLN1 FBLN2 FEV FEZ1 FGFR2 FGL2 FLRT2 FMOD FRMD4B FRRS1L GABRB3 GAS1 GJA5 GNAO1 GNB5 GPRASP1 GPX3 GRB2 GRIN2C GRN GSE1 HEG1 HSPG2 HYOU1 ID2 ID4 IGFBP6 IL1R1 IL1RL1 INPP1 ISLR ITSN1 JADE2 KAZN KCNA5 KCNJ3 KCNK1 KCNK3 KCTD17 KDELR2 KHSRP LILRA4 LRRN3 LSM12 MAGED1 MAGED2 MAL MAP1B MDK ME1 MGAT5 MICAL2 MIPEP MR1 MYBPC1 MYH11 MYH6 MYL4 MYL6 MYL7 MYLK NALF2 NAP1L1 NDRG1 NEB NME2 NMNAT2 NOMO1 NPPA NPPB NR0B2 NR2F1 NR2F2 NRTN NSF NTRK2 NUCB1 NUMA1 NUPR1 OS9 PAM PARM1 PBXIP1 PDE2A PDE4B PDE8B PDLIM4 PIP4K2B PLA2G2A PLA2G5 PLCB1 PLK1 PLOD3 PLP1 PLXNB2 PML POLD4 PPIB PRAF2 PRDX1 PRELP PRKCD PRSS23 PRUNE2 PTGIS PTH1R PTOV1 QSOX1 RAB33A RABAC1 RABGAP1L RALYL RARRES2 RBP1 RELN ROR2 RPL3 RPS2 RPSA RTN4 S100A13 SAT1 SERPINB8 SFRP1 SGCE SLC11A2 SLC22A18 SLC39A8 SLC9A1 SLIT3 SLN SMAD7 SMARCD2 SND1 SOD3 SPOCK1 SRSF8 STAT4 STAT5B SURF2 SYNPO TAGLN TAGLN2 TBX5 TGFB1 TGFB1I1 TGFBR3 TIMP3 TMED3 TMEM106C TNFSF13 TNK2 TOR1A TPGS2 TRAC TRIP6 TRPC1 TSPAN7 TUBB2A TULP3 UNC5B USP11 VAMP5 VASH1 VAT1 VCAN VIM VSNL1 WASHC2C XYLT1 ZFP36L2 ZNF208 ZNF271P ZNF365 KALMA_E2F1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KALMA_E2F1_TARGETS CCNC FEN1 MCM2 MCM6 PCNA POLA2 POLD1 RFC4 RPA2 TOP2A TYMS KAMIKUBO_MYELOID_CEBPA_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAMIKUBO_MYELOID_CEBPA_NETWORK ADGRE1 ALDH2 ANXA1 CAMP CASD1 CD177 CEBPA CSF2RA CYBB DGAT2 FPR2 GLRX HDC HP IL18 IRF8 ITGAM LBP LCN2 LGALS1 LTF LYZ MMP8 PGD PRTN3 RAB31 S100A8 S100A9 SERPINB1 SPINT2 KAMIKUBO_MYELOID_MN1_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAMIKUBO_MYELOID_MN1_NETWORK CPNE3 CRIP2 GAS2L1 LRRC58 MLLT3 MN1 MTUS1 NCKAP1 PCBD2 PGRMC1 RAB27A RAB32 RECQL RGS12 SGK1 TCF4 TGFBR1 TPM4 VAMP4 KAMMINGA_EZH2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAMMINGA_EZH2_TARGETS AHCY AURKA AURKB CCNB2 CDCA5 CDCA7 CUL2 DBF4 DNTT ECT2 EED GMNN H2AZ1 HAT1 IPO5 KPNA2 MAD2L1 MCM2 MCM3 MCM4 MKI67 NAP1L1 NEK2 NUSAP1 PCNA POLE2 PPP1CC PRC1 PRIM1 RBL1 RFC1 RPA3 RRM1 SETDB1 SMC2 SMC4 TACC3 TFDP1 TOP2A TOPBP1 XPO1 KAMMINGA_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAMMINGA_SENESCENCE ABHD8 ARHGAP28 ARHGEF10L ARID1A ATXN7L3B CCAR1 CDYL2 CLK2 CPN1 DAGLB DDX54 DHRSX ELAVL1 EZH2 FHIT FRS3 GNAO1 GRP GTF2E1 HMGN1 ID1 KCP KPNB1 KYNU LIN54 LLPH MATCAP1 MKI67 NELFA NOL9 PLEKHA7 PLEKHG2 PSD QTRT1 RABAC1 SVOP TCEA3 TGFB2 THBS4 VPS18 KANG_AR_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_AR_TARGETS_DN ALPL ANXA5 COL1A1 COL1A2 CTSK DMP1 DSPP FGF1 ITGB1 MEPE MMP8 SLC20A1 SLC20A2 SMAD1 SPP1 TGFB1 VEGFA VEGFB KANG_AR_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_AR_TARGETS_UP AHSG BMP1 BMP5 COL2A1 COL4A1 COL4A2 COL5A1 COL6A1 FGFR2 MMP2 MMP9 PDGFA PHEX TGFB2 TGFB3 TUFT1 VDR KANG_CISPLATIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_CISPLATIN_RESISTANCE_DN ASB8 COL9A2 NBN RPS6KA4 SEMA3C SLC52A2 TMX4 UBE2K KANG_CISPLATIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_CISPLATIN_RESISTANCE_UP ADIRF AHNAK2 ATP7A CDKN1A DALRD3 EEF1AKMT3 FTH1 GRN HSPA1B IER5 IGFBP6 JUP LZTFL1 MAFF MDK PCDHGC3 RAC2 SF3B3 TENT5A TFPI ZDHHC3 KANG_DOXORUBICIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_DOXORUBICIN_RESISTANCE_DN ASXL2 ATP2B1 CEBPD CLIC4 CRIM1 DESI2 NCOA3 NFAT5 NR1D2 PCYOX1 PSAT1 PTP4A2 RB1CC1 SIKE1 TBL1X TJP1 TMEM106B WASHC4 WWP1 KANG_DOXORUBICIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_DOXORUBICIN_RESISTANCE_UP ABCC1 ASF1B ASPM ATAD2 AURKA BARD1 BIRC5 BUB1 BUB1B CDC20 CDC6 CDCA8 CDK1 CDKN3 CENPA CENPM DSCC1 DTYMK FANCI FOSB FOXM1 GINS1 HJURP HMGB2 HMMR KIF4A LMNB1 MAD2L1 MCM4 MKI67 NCAPG NCAPG2 NEMP1 NPIPA1 NQO1 NSD2 NUSAP1 OIP5 PBK PCLAF PLK1 PLK4 POLA2 POLQ PRC1 RAD51AP1 RFC4 RRM1 RRM2 TK1 TOP2A TPX2 TYMS ZWINT KANG_FLUOROURACIL_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_FLUOROURACIL_RESISTANCE_DN BACE2 CALB2 DDIT4 FLNB GOT1 ITGB4 LAMC2 LDLR MST1R NFYA OPLAH PCK2 S100A14 S100P SLC2A1 SLC43A1 KANG_FLUOROURACIL_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_FLUOROURACIL_RESISTANCE_UP ARID5B BTG3 CCN3 CDKN1A CLU CRY1 DDB2 DGUOK GPNMB H3-3B HOXB6 IGFBP2 KLC1 LINC01278 LZTFL1 MDK NQO1 NR2F2 OSBPL3 SF3B3 SRI TYMS KANG_GLIS3_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_GLIS3_TARGETS ABCC8 CHGA CLTRN CTRL FOXJ1 FRZB G6PC2 GCG GHRL GJD2 IAPP INS ISL1 LDLR MAFB NEUROD1 NEUROG3 NKX6-1 PAX4 PAX6 PCSK2 PPP1R1A PPY PSMB10 PYY RBP4 RIMS3 SCG5 SCGN SLC2A2 SLC2A5 SRP9 SST SYT13 SYTL4 VDR KANG_IMMORTALIZED_BY_TERT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_IMMORTALIZED_BY_TERT_DN A2M ABCC9 ACHE ACYP1 ADAM19 ADAM20 ADAMTS3 ADH1C ALDH1A3 ARHGEF6 ATP9A CALCA CASP1 CCL2 CCN5 CD44 CD52 CDH2 CHST1 CKB CNR1 CXCR4 DHRS3 DLX6 DNM1 E2F1 EFNA3 EGR3 FGFR1 FSHR GABRR1 GCGR GFRA3 GHR GLUL GPR88 GRK2 GRM7 HTR2B IMPG2 INSL5 KLF9 KLK14 MAFB MAP2K2 MGLL MMP1 MMP3 MMP9 MOBP MSX2 MYH1 MYH2 MYH4 MYO1D NET1 NOX1 NPFFR1 NPY1R NR4A1 NR4A3 NRP1 NTRK2 OGN OPRL1 PDE10A PDE4D PMP22 PPP2R2B PRB4 PRELP PRM1 PTGS1 RAD23B RASGRP2 RDH5 RGS12 RGS5 SERPINA10 SERPINI1 SH3BGR SMG1 SNTG2 SPN ST3GAL1 ST8SIA5 SVIL TFPI2 TFR2 TGFBR3 THBS2 THBS4 TMPRSS4 TNFAIP3 TSPAN5 TWF1 TYRP1 ZFPM2 ZFX ZNF141 ZNF236 KANG_IMMORTALIZED_BY_TERT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANG_IMMORTALIZED_BY_TERT_UP ACE2 ACTG2 AP4E1 APPBP2 BCL2L1 BDNF BGN BNIP3 C3 CABP1 CACNA2D1 CD36 CDC42EP3 CDK10 CDK13 CDK7 CENPA CHRNA3 CKS1B CLMN CLN8 COL4A6 COL6A2 COL7A1 COL8A1 CSPG4 CTSZ DHX9 DKK1 DOCK2 DOT1L ELN ENO1 FGF2 GGTLC2 GPR162 GRIA3 HPCAL1 HPD IAPP ICAM1 IFI30 IL21R INSL4 ITGA3 LAMB1 LAMC2 LARS2 LEFTY2 LEPR MAPK4 MAPK9 NNMT NRCAM NSMAF NTF3 P2RX3 P4HA2 PCDH7 PCDHB8 PDGFB PDGFC POSTN PPARG PPP1R3D RARRES1 RHEB RPS19 RPS4Y1 SCN11A SERPINB2 SKAP2 SLC29A2 SLC6A6 ST3GAL5 STXBP2 TFAP2A TGFB1 TGFB2 TJP3 TNC TNFRSF11B TNFRSF6B TRPV2 VCAM1 WNT5A ZNF45 ZNF460 KANNAN_TP53_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANNAN_TP53_TARGETS_DN APBA2 ARL4A BIRC3 BRCA1 CCNE1 CDC6 COL18A1 CPM CXADR EIF4A1 FOSL2 G0S2 GTF2H2 INA LAMC2 NOP14 PMP22 PPAT PURA SLC19A1 SORL1 TMEM97 KANNAN_TP53_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KANNAN_TP53_TARGETS_UP ABCA3 ACTA2 APLP1 APOC1 ATF3 BAK1 BBC3 BCL6 BTG2 CARTPT CDKN1A CES2 CTDSP2 DCAF7 DDB2 DGKA DMPK ENG EXT2 FAS FEZ1 FHL2 GADD45A GALE GDF15 H2AC6 HRAS IGFBP6 LCAT LOXL1 LSR MAN2B1 MARCHF8 NDN NEFL NHLH2 NINJ1 PCNA PDLIM4 PLIN2 PLK3 PMAIP1 PRKAB1 QSOX1 SCGB2A2 SCRIB SLC3A2 SMAD7 SMTN SPAG1 SURF1 SUSD6 TAX1BP3 TMSB15A TST VCAN VIPR1 ZNF7 ZP3 KAN_RESPONSE_TO_ARSENIC_TRIOXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAN_RESPONSE_TO_ARSENIC_TRIOXIDE ADM AK4 AKR1B10 AKR1C1 AKR1C3 ANKRD1 ARHGAP29 ARHGAP6 ARL4C ASNS ATF3 BNIP3L BOP1 C6orf15 CAV2 CBS CCPG1 CLEC2B CRYAB CTH CXCL14 CXCL8 DCBLD2 DDIT3 DDIT4 DIRAS3 DKK1 DLGAP5 DPYSL3 EFNB2 EIF4G1 ENO2 FABP4 FABP7 FAM162A FBXO5 FEZF2 GABARAPL1 GDF15 GFPT2 GLRX GPM6B GPNMB GPR65 GRN GSTM3 HEY1 HMOX1 HSPA1A HSPA1B HSPA6 ID2 IGF2BP3 IGFBP5 IL11 IL7R INSIG1 JAG1 JUN KCTD12 KIF20A KLF12 LDLR LGALS8 LMNB1 MAP1LC3B MCM7 MGP MT-ND4 MT1E MT1F MT1G MT1H MT1X MT2A MYBL1 MYCNOS NAP1L1 NDP NDRG1 NES NOX1 NUPR1 PDGFRA PHGDH PIMREG PIR PLK2 PODXL PPP1R15A PSAT1 PTHLH PTN PTPRZ1 RGS4 RIT1 RRM2 SACS SCD SCG2 SEL1L3 SERPINE1 SLC12A1 SLC2A3 SLC30A1 SLC7A11 SOCS2 SOX2 SPANXA1 SPANXB1 SPC25 STC1 STC2 THBS1 TMEM158 TOP2A TRIB3 TRIM16 TSC22D3 VAT1 VCAN WIPI1 ZNF512B KAPOSI_LIVER_CANCER_MET_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAPOSI_LIVER_CANCER_MET_DN ALDH1A1 ALDH6A1 EPHX1 EPHX2 GSTT1 PIK3R1 KAPOSI_LIVER_CANCER_MET_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAPOSI_LIVER_CANCER_MET_UP ANXA5 ARPC1B CAP1 CD63 CKS2 DENR FGD6 HILPDA HMGA1 ITGAV ITGB1 KPNB1 MAPK3 MDFI NCK2 PLCE1 STK25 TUBB6 KARAKAS_TGFB1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KARAKAS_TGFB1_SIGNALING BIRC5 BRCA1 BUB1 CDH2 CST6 CUL3 FAP FN1 FOLR3 IGFBP7 IL15 KIF3C LOX LY6D MMP2 MT2A PLK1 PPP3R1 KARLSSON_TGFB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KARLSSON_TGFB1_TARGETS_DN ACAA2 ACBD4 ACTN1 ADAM10 ADD3 ADIPOR2 ADO AGAP1 ALAD ALCAM ANAPC1 AP3B1 APPL2 ARNT ATP5IF1 ATP6V1F AZI2 B3GAT1 BBX BEND4 BET1L BLOC1S1 BNIP3L BSG C4B CCDC80 CCNI CCNL2 CD2AP CDKN2C CHP1 CNTNAP1 COL6A1 COPZ2 CRIP1 CST3 CTDSP2 CTNNBIP1 CTSA CTSB CTSZ CXADR DAB2 DAG1 DBI DCAF8 DCN DCTN6 DENND4C DNAJA1 DNMT3A DUSP18 DUSP8 EFNA5 EMC2 ENPP4 EPHX1 EZR F11R FAM234A FTH1 FUT8 GAA GABARAP GABARAPL1 GAS1 GATA6 GDI1 GLUL GOLM1 GRIA2 GRINA GRN GSN GSTM1 H1-0 H2AZ2 HMGN2 IAH1 ID1 ID2 ID3 IGFBP4 ILDR2 ING4 ISYNA1 ITM2B KCNC4 KCND3 KMT2E LAMA5 LAMP2 LEPROT LY6E MAF1 MAGED1 MAN2B1 MAOA MAT2B MET MGAT3 MGST1 MLLT6 MTUS1 MXD4 NBR1 NDFIP1 NEAT1 NET1 NFIA NHERF1 NID2 NLGN2 NME1 NOD1 NPC2 NPNT NREP NUDT14 OSBPL9 PAIP2 PARD6B PCNA PDGFRA PIK3R1 PKHD1L1 PLAT PLXNB2 PNRC1 POLR2A PSME2 PTPN13 RASL11A RGS10 RGS8 RIN2 RNF11 RSRP1 S100PBP SCHIP1 SCP2 SERINC3 SESN1 SFRP2 SH3BGRL SHROOM3 SIKE1 SLC10A6 SLC12A9 SLC16A1 SLC39A10 SLC44A1 SLC48A1 SMARCA2 SMPDL3B SSX2IP STARD4 STAT3 STMN1 STMN2 SUPT6H SYNE2 SYT11 TBC1D2B TBCEL TECR TGM2 TIMP2 TLCD3A TLE5 TMBIM6 TMC5 TMEM132A TMEM176B TMEM59 TMEM98 TNIP1 TNRC6B TPI1 TPMT TRIM24 TWSG1 TXNDC12 UPF3B USP25 VAMP8 WARS1 WBP2 WT1 WWTR1 XIAP ZFP36L1 ZNF395 ZNF780B KARLSSON_TGFB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KARLSSON_TGFB1_TARGETS_UP ABCE1 ABRACL ACTN1 ACTR3 ADISSP ANXA2 ARHGAP26 BAG2 BAZ1A BCAT1 BHLHE40 BMP1 BTBD10 C16orf89 CACYBP CCN2 CCT2 CCT3 CCT8 CD44 CDC34 CDK17 CHD3 COQ10B CTU2 CYCS CYP1B1 DDX21 DLAT DPY19L1 EEF1E1 EIF2B3 EIF2S1 EIF2S2 EIF3A EIF3B EIF4G1 EIF5 EIF5A ESD EXT1 GADD45G GARS1 GCSH GEMIN6 GJB3 GNL3 GTF2F2 GTPBP4 HMGA2 HSPA9 HSPD1 HSPE1 HSPH1 IDH3A IPO5 JADE1 KLF6 KPNB1 LMLN LRP8 LYAR MAK16 MIR22HG MMP14 MPHOSPH6 MRTO4 MSN MYBBP1A MYC NAA15 NAA25 NAE1 NCL NIN NIP7 NOLC1 NSUN2 NUAK1 PELO PHGDH PMEPA1 PPA1 PPP1R2 PPRC1 PREP PTK2 PTP4A1 PUM3 RCC1 REPS2 RPF2 RRM2 RSL1D1 RWDD1 SALL1 SET SHMT2 SLC20A1 SLC25A5 SLC8A1 SLTM SNX7 SRM SYNCRIP TCP1 TIMP1 TNFRSF12A TNFRSF9 TOMM20 TOMM70 TPM1 TPM4 UCHL3 USP10 UTP18 WDR75 WDR77 YBX3 ZC3H15 ZIC4 ZMIZ1 ZYX KASLER_HDAC7_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KASLER_HDAC7_TARGETS_1_DN C3 COL6A3 EDEM1 HK2 IGF2R IGFBP6 ITM2B LGMN PARP16 PMM1 SEMA4A SLC2A1 SPP1 TANC1 TRIP10 TTC19 TXNIP KASLER_HDAC7_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KASLER_HDAC7_TARGETS_1_UP ABCB9 ABHD8 AEN AHSG AKAP1 AKAP12 ANKRD23 ANKRD39 ANKRD9 AP1M1 ARHGAP27 ARHGEF2 ASB2 ASB6 ASB8 ATP2A2 B4GALT1 B4GALT3 BCL2 BCL6 BCOR BMP4 BPGM BVES C2CD2L C3orf70 C4orf54 C5 CAP1 CAPN3 CAPN7 CCR4 CCR8 CD247 CD28 CD6 CD96 CDH17 CDK2 CEMIP2 CHST10 CHST2 CLPTM1 CLSTN1 CNNM3 CPEB1 CTU2 CUTA CYFIP2 CYP20A1 CYTIP DAD1 DAPK3 DDX19B DDX21 DFFB DGKZ DNMT3A DUSP10 DUSP2 ELK3 ENDOU ENO3 ERP29 FARSA FASN FBXL6 FBXW11 FGD2 FILIP1L FRYL FUCA2 GALC GLTP GM2A GPAA1 GPAT4 GPN2 GPR146 GPR65 GRB2 HACD3 HDAC5 HENMT1 HIP1R HMG20B HSPBP1 IDE IKZF1 IQCF5 IRF4 ITGB3 ITK LATS2 LDLRAD4 LEF1 LMAN2 LRP10 LSP1 LTA MACO1 MACROH2A1 MARCHF3 MAZ MEPCE MFGE8 MIER2 MRPS11 MRPS2 MTSS1 MUL1 NCOA2 NCOA3 NHEJ1 NPL NR4A1 NRGN OSBPL3 P2RX7 PBX3 PCYT1A PDCD1 PEDS1 PEX6 PGLYRP2 PHKA1 PIAS4 PICK1 PIGT PIK3CD PIN1 PKNOX1 PKP3 PLA2G6 POC1A POLDIP2 PPP5C PTGER4 RAB1B RARA RASAL1 RASSF3 RBFA RFTN1 RHOBTB2 RITA1 RNF187 RPS6KA1 RUNX1 SBF1 SEMA4D SESN3 SGSM3 SHISA5 SHKBP1 SIT1 SLC35A4 SLCO3A1 SMAP2 SSR2 ST3GAL5 STAT3 STAT5A STEAP3 SYVN1 TDP1 TEC TESK1 TG TGFB1 TIMMDC1 TMEM273 TMEM37 TMEM41A TMUB1 TOMM40 TRIB1 TRIM35 TSC22D1 TTC39B U2AF2 UBASH3B UBXN6 UGCG UNC119B USP19 VARS1 WDR82 WSB2 ZAP70 ZBTB7B ZNF707 KASLER_HDAC7_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KASLER_HDAC7_TARGETS_2_DN ACOX2 ADD3 BBC3 BHLHE40 CACNB3 CDH22 CDKN1A CUL7 GADD45B GAMT GPI H1-0 HYI IFITM2 KLF2 KLHL24 LRRC51 MDGA1 MPP2 NDUFV3 NFKBIA OAZ2 P2RX3 PTCH1 PYCR1 SEMA6A SESN2 STC2 TACC2 TNFRSF19 TSPAN17 VEGFA ZCCHC24 KASLER_HDAC7_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KASLER_HDAC7_TARGETS_2_UP ATF7IP CD48 CPA3 CST7 MYL1 SELENOS KATSANOU_ELAVL1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KATSANOU_ELAVL1_TARGETS_DN ABTB3 ADAMTS9 ADGRG2 AEBP1 ALDH7A1 ANGPTL2 ANK3 ANXA8L1 ARMC6 ASB5 AVPR1A BMAL1 CASP12 CCBE1 CCNYL1 CD44 CDCA7L CDH3 CDR2L CHD1L CLIP4 CLMP COCH COL5A3 COL6A1 COL6A2 CXCL6 CXCR4 CYP4A22 DDX23 DEPDC1 DHFR DKC1 DLST DUSP10 DYNAP EDIL3 EFCAB7 EML3 EPS8 ETS2 ETV4 FAM131B FAM185A FANCA FBN2 FGF10 FGL2 FHL3 FLT4 FMNL2 FOSL1 FOXF2 FPGS FST FUS GGT7 GJB2 GJB3 GRB14 GSTM1 GZMH HAUS7 HMGN5 HOXD11 HOXD13 HROB HYCC1 IFI16 IGFBP4 IGSF10 IL1RL1 INCENP INHBB IQGAP2 KIF18B KIF5C KLHDC8A LAMA2 LAYN MED18 METTL13 MGLL MNS1 MPHOSPH6 MYBL2 NEDD4L NMNAT2 NOLC1 NPNT NSRP1 OSMR PAK1 PCP4L1 PDE8A PDGFRA PFAS PITX1 PKDCC PKMYT1 PLXNC1 PPBP PRG4 PUS7 PUS7L PWP2 RAB39B RAMP3 RINT1 RNF181 ROGDI RRP12 SBSPON SERPINB2 SFRP2 SGCD SGK1 SHMT1 SIGLEC10 SLC19A1 SLCO2A1 SNORD34 ST3GAL6 STEAP1 STK38 STMN2 STXBP4 TBX4 TCF19 TCOF1 TEP1 TFAP4 TGFBI TGFBR3 THBS4 TIAM1 TIMELESS TMEM45A TNN TNPO2 TROAP TTC7A UBE2C VEGFD VWA5A WNT2 ZNF213 KATSANOU_ELAVL1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KATSANOU_ELAVL1_TARGETS_UP ABHD1 ABLIM1 ADAMTS10 ADAMTS5 ADGRF5 AGA AIF1L ALDH1A1 ALDH1A3 ALKAL1 ALX1 ANKRD1 ANKRD44 APOE ATP10D BLOC1S3 BMP4 C19orf33 C1QA C1QB C1QC C1QTNF12 C21orf62 C3AR1 C4orf3 CCDC68 CCL17 CCL25 CCNG2 CD200 CD52 CDH10 CDKL3 CERS4 CMBL COL11A1 CTSC CTSH CTSS CXCL12 CYBB DAPK1 DCAF12L2 DDAH2 DGKK DHRS3 DMPK DNER DSP DUSP6 EBPL EMCN ENG EPHA4 EPHA7 ESD FAM177A1 FAM210B FAS FBXL7 FIBIN FJX1 FOXC1 FOXD1 FOXF1 FXYD6 FZD6 GADD45A GALNT11 GATM GDF15 GDPD5 GPX3 HIPK2 HMCN1 HOXA5 HOXA6 HOXB6 HOXB9 HOXC6 IER3IP1 IFI44 IGF1 IGF2R IGFBP2 IL2RG IRGM ITGA3 ITPRIPL2 JPT2 KCNMB1 KIF21B KLHL24 KLHL30 KRTAP5-2 LAMA5 LAPTM5 LDB2 LPCAT2 LYZ MAP3K7CL MCEE MEST MIR4435-2HG MMP2 MOGAT2 MPEG1 MYH11 MYL12B MYO7A MYOM1 NES NFKBIE NOTCH3 NRK NTN4 NUPR1 OLFML2B OR6C70 PALMD PAPPA2 PCGF5 PDE5A PDGFB PGPEP1 PIERCE1 PITX2 PLEKHA2 PLEKHH2 PLOD2 POPDC2 POTEJ PPP1R14A PRSS35 PSME2 PTP4A3 RABL2B RARB RENBP RFLNB RGS5 RPLP1 SAT1 SCUBE3 SERPING1 SFI1 SFN SLAMF9 SLC16A4 SLC25A17 SLC7A7 SNCG SORT1 SPON2 SPSB1 SSBP2 STOM STYXL2 SULT4A1 SUSD2 SYTL2 TCEAL1 TGM2 TIMM8B TMEM223 TMEM88 TMTC1 TNNC1 TNNT2 TRIM5 TXNIP VNN1 ZNF429 KAUFFMANN_DNA_REPAIR_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAUFFMANN_DNA_REPAIR_GENES ABL1 ALKBH1 ALKBH2 ALKBH3 APEX1 APEX2 APTX ATM ATP23 ATR ATRX BLM BRCA1 BRCA2 BRIP1 CCNH CDK7 CDKN1A CETN2 CETN3 CHAF1A CHAF1B CHEK1 CHEK2 CIB1 CRY1 CRY2 CSNK1D CSNK1E DCLRE1A DCLRE1B DCLRE1C DDB1 DDB2 DMC1 DUT EME1 ENDOV ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXO1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCL FANCM FEN1 GADD45A GADD45G GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AX HMGB1 HMGB2 HUS1 LIG1 LIG3 LIG4 MAD1L1 MAD2L1 MAD2L2 MBD1 MBD2 MBD3 MBD4 MBD5 MGMT MLH1 MLH3 MMS19 MNAT1 MPG MRE11 MRE11P1 MSH2 MSH3 MSH4 MSH5 MSH6 MTOR MUS81 MUTYH N4BP2 NBN NEIL1 NEIL2 NEIL3 NTHL1 NUDT1 NUDT3 OGG1 PARP1 PARP2 PARP3 PARP4 PCNA PMS1 PMS2 PMS2P1 PMS2P2 PMS2P3 PMS2P4 PMS2P5 PNKP POLA1 POLA2 POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLK POLL POLM POLN POLQ PRKDC PTTG1 RAD1 RAD17 RAD18 RAD21 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RAD9A RAD9B RBBP4 RBBP8 RDM1 RECQL4 RECQL5 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RIF1 RPA1 RPA2 RPA3 RPA4 RRM1 RRM2 RRM2B RUVBL2 SEM1 SMC1A SMC1B SMC2 SMC3 SMC4 SMUG1 SPO11 SSRP1 SUMO1 SUPT16H TDG TDP1 TENT4A TEP1 TERF1 TERF2 TERT TINF2 TOP1 TOP2A TOP2B TOP3A TOP3B TOPBP1 TP53 TP53BP1 TP53I3 TP63 TP73 TREX1 TREX2 UBA1 UBE2A UBE2B UBE2D2 UBE2D3 UBE2I UBE2L3 UBE2N UBE2V2 UNG WDR33 WRN WRNIP1 XAB2 XPA XPC XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 KAUFFMANN_DNA_REPLICATION_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAUFFMANN_DNA_REPLICATION_GENES ABCF2 ACHE BLM BRCA1 CCL2 CCL3 CCL4 CD209 CD28 CDC34 CDC45 CDC6 CDC7 CDK2 CDK2AP1 CENPE CENPF CHAF1A CHAF1B CHRAC1 CHTF18 CLEC4M CRYAB CTBP1 CTBP2 CXCL8 CXCR6 DEK DNTT DUT EGF EIF5A FEN1 GINS2 GMNN HTATSF1 IGF1 IGHMBP2 KAT7 LAMTOR5 LIG1 LIG3 LIG4 MCM2 MCM3 MCM3AP MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MSH2 MYBBP1A NAP1L1 NCOA6 NFIA NFIB NFIC NFIX NT5M OPRK1 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA PNKP POLA1 POLA2 POLB POLD1 POLD2 POLD3 POLD4 POLE2 POLE3 POLE4 POLG POLG2 POLH POLI POLL POLM POLN POLQ POLRMT PPIA PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R3B PRIM2 PTMS PTTG1 PTTG2 PTTG3P PURA RAD17 RAD9A RBBP4 RBM14 RBMS1 REPIN1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 RRM1 RRM2 S100A11 SET SMC1A SMC2 SMC3 SMC4 SSBP1 SUPT5H SUV39H1 TENT4A TEP1 TERT TFAM TMX1 TNIP1 TOM1L2 TOPBP1 TREX1 TSPYL2 TYMP UBA1 UBE2A UBE2B UBP1 WDR33 WRNIP1 KAUFFMANN_MELANOMA_RELAPSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAUFFMANN_MELANOMA_RELAPSE_DN CRY2 ENDOV N4BP2 NFIA TERF2 TOM1L2 KAUFFMANN_MELANOMA_RELAPSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAUFFMANN_MELANOMA_RELAPSE_UP BLM BRCA1 BRIP1 CCNH CDC45 CDC6 CENPF CHAF1A CHEK1 CHEK2 CTBP2 DCLRE1A DEK EME1 EXO1 FANCA FANCD2 FANCG GINS2 GMNN GTF2H2 GTF2H3 HUS1 LAMTOR5 MAD2L1 MCM3 MCM4 MCM6 MCM7 MSH2 MSH6 NEIL3 OGG1 ORC4 ORC6 PCNA PMS2P3 POLE4 POLQ PPIA PTTG1 PTTG2 RAD17 RAD18 RAD51 RAD51AP1 RAD54L RFC2 RFC4 RFC5 RPA3 RRM2 SMC2 SMC4 SUMO1 TDP1 TERF1 TFAM TOP2A XRCC2 XRCC5 KAYO_AGING_MUSCLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAYO_AGING_MUSCLE_DN ACP1 ADH1A AIMP1 ALDH9A1 ATP5F1A ATP5F1C ATP5MC3 ATP5PF BCL2L2 BLM BYSL CASP4 CD1D CDC16 CDH13 CFP CITED1 CKMT2 COMT COX6A1 COX8A CTSH DNTT DNTTIP2 DPP4 DRD3 DYNLT1 EGFR EIF2S1 ELL2 ELOC ERF EXOSC7 FH FKBP1B GNB1 GTF3C2 H2BC21 HADH HMGN4 HOXC5 HPD ICA1 IFI16 IGFBP5 IMPDH1 IRX5 KLK6 KRIT1 LAMC1 LGALS3 LGALS4 LNPEP LPIN1 MAN2A2 MAPK14 MAPK6 MARCHF6 MARF1 MARK3 MATN1 MDH1 MED12 MED24 MERTK MPI MSH3 MUC2 NDUFV2 NEU1 NFKB1 NIPA2 PABPC4 PARG PIGF POLR2F POLR2G PON2 PPP2R5C PPP5C PSKH1 PSMA6 PTGR1 QARS1 R3HDM1 RARRES2 RARS1 RBBP6 RBMY1A1 RPL31 RPL36AL RPS18 RPS25 RPS7 RTF1 SDHB SEC14L1 SERINC3 SFSWAP SLC25A46 SLC2A3 SLC4A1 SLC6A3 SNRPD3 SNX1 SOD2 SPARC SURF1 TAF4 TFPI2 TMSB10 TMSB4X TOP1 TOP3A TPM1 UBB UBE2D2 UGP2 UQCRH VDAC2 VLDLR WT1 ZMYND8 ZNF274 KAYO_AGING_MUSCLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAYO_AGING_MUSCLE_UP ACTB ACVR2A ADORA2A ADRA1A ADRB3 AIF1 AKAP9 AMD1 ANGPT1 AOX1 AP2B1 AR ARCN1 ARHGAP1 ARHGAP4 ASNS ASPH ATN1 ATP6V0A1 B4GALT1 BRD2 BTN2A1 C4BPA CA1 CALB2 CALCR CALCRL CBLB CBS CCL2 CCNO CD3D CD40LG CD83 CDH4 CDKN1A CEACAM4 CHIC1 CHMP1A CHRM5 CHRNG CNP COL10A1 CRHR2 CSF1 CSNK2A2 CUX1 CXCL5 CXCR2 CYP2A6 CYP2B6 CYP2C9 DDR2 DDX18 DLG3 DPYD EFNB3 EIF2AK2 EIF2S3 ELANE ELAVL2 ELF2 ELK1 ENPEP EOLA1 EOLA1-DT EPCAM EPHB3 ETV3 EXOC5 EYA2 EZR FAH FAM30A FAM53B FBN2 FGF6 FGFR2 FGG FOXF2 FOXJ1 FOXO1 FRZB FSHR FUT8 G3BP1 GATA1 GCNT2 GDF5 GFUS GHRHR GLA GLRA2 GLUD1 GNB3 GP5 GRN GRP GUCY1A2 GZMA H1-10 HBE1 HBZ HCLS1 HMMR HNRNPH2 HRG HRK HSPA1A HSPG2 HTN3 HYOU1 IER2 IGHM IL18 INHBA INPP5A ITGB3 JAK1 KAT2A KCNMA1 KHSRP KIF20B KLHDC3 KRT1 LIFR LTBP2 LTC4S LTK MADD MAGEA3 MAGEA5P MAMLD1 MAPK8 MAST1 MC4R MDC1 MEN1 MEP1B MLC1 MLLT10 MMP8 MPP2 MPV17 MT1B MT1F MVK MYH1 MYL2 MYO1F NCAM1 NMU NPR2 NR4A3 NRG1 ONECUT1 OR1E1 PCDHB11 PCDHB17P PDE3B PDE4B PDLIM1 PENK PIK3R4 PLXNB1 PMS2P2 POLR1HASP POP1 PPP1R7 PPP3CB PRKAR2B PROC PRSS3 PSG7 PSMF1 PTGFR PTGIS PTHLH PTPRN2 PTPRU RAB33A RALB RB1 RBL1 RBM34 RBMX RELA RELN RFX5 RNF113A RPL36A RTN1 RUBCN SALL2 SCARF1 SCG2 SELP SERPINA3 SERPINE1 SET SGCB SGCG SH3GL3 SLC1A1 SLC2A4 SLC30A3 SLC39A9 SLC5A2 SLC6A2 SMARCA1 SPRR2A SQLE STX16 STX1A STX4 STXBP3 TACR2 TBR1 TCF20 TFAP2A TIMM17A TNPO1 TNXA TPD52 TRA2A TRAIP TRAPPC10 TRGC1 TRHR TRIM26 TRIP13 TSHB UBC UBL5P4 UGT2B7 UQCRB USF1 VPS72 VSNL1 WNT2 ZKSCAN3 ZNF8 KAYO_CALORIE_RESTRICTION_MUSCLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAYO_CALORIE_RESTRICTION_MUSCLE_DN ABCC2 ACAA2 ACHE ACR ACTN1 ADCY2 APOA4 ATF6B ATP5F1B AXIN1 BAK1 BMP6 CDR2L CGREF1 CKMT2 COL2A1 COMMD1 COPB2 COX4I1 COX8A CREM CRYAA CYC1 CYP2D7 DBI DDO DDR1 DDX17 DYNLT1 ECH1 ELL ERG FBP2 G0S2 GLI3 GNAQ GOLGA3 GOT2 HADH HADHB HLA-DMA HRAS HSD17B1P1 KAT5 KDM5C KRT5 MBTPS1 MDH1 MNAT1 MPI MRPL23 MYOC NDUFV2 NNT NOS2 P2RY4 PCDHGB7 PEX19 PIAS1 PNLIPRP2 POLR2I POU2F2 PRPS1L1 PSG9 RAB2A RAB4A RANBP1 RAPGEF3 RCAN1 RGS3 RHCE RPSA RRS1 RUNX2 SERINC3 SLC23A2 SMOX SNRNP27 TAFAZZIN TNP1 TSNAX TSPAN7 TUG1 UQCRB UQCRC2 VDAC2 VLDLR KAYO_CALORIE_RESTRICTION_MUSCLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KAYO_CALORIE_RESTRICTION_MUSCLE_UP ACTB ACTR1B AP2S1 APP ARCN1 ATP2B2 BCL6 C1QB CALB1 CALB2 CCL13 CCNI CCR5 CD302 CHKB CKAP4 CLEC3B CNN3 COL1A1 COL1A2 COL3A1 COL6A3 CPA3 CUX1 CYB5R3 DEFA6 DES DHX38 DRD2 ELANE EMP3 ENG FABP5 FAP FAS FGL1 FLNA FN1 GAS1 GDI1 GJB1 GNL1 HCLS1 HSPA6 HSPG2 IER2 IGFBP4 ITGB8 KL KLHDC3 KLRK1 KRT12 LAMA2 LIMK1 LRP1 LUM MAPT MTMR11 MYCL MYH10 MYH9 NAGLU NR4A3 PAFAH1B3 PDK4 PHKG1 PLAU PSG1 RASA2 RASSF2 RBP1 RGS6 RNF113A RYK S100A11 S100A4 SAFB SCRIB SLC1A1 SLC2A4 SNTA1 SOX15 SPTAN1 STX4 TANK TCF12 TGFBR2 TOB1 TUBA1A UPP1 VAT1 XGY2 ZKSCAN3 ZNF211 KENNY_CTNNB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KENNY_CTNNB1_TARGETS_DN C6orf62 CALCOCO1 CCDC47 CD4 COL6A1 CRABP2 DDX5 DPYSL2 ECM1 ELMO2 ENPP2 FAF2 FN1 GBP2 HAO1 HNRNPH1 IGF2 IL6ST ITGB5 KIF5B MDH1 NARF NCOR1 OGFOD2 OLA1 PLAA PPP3CA PPP6R3 PYY RETREG1 RPS6 SDHA SEC62 SEL1L SIX3 SLIRP STAU2 TFF3 TIMP2 TMEM165 TMX1 TNFAIP8 TNPO1 TRIM29 TRIM33 TRMT1L TXNIP UBR5 USP3 USP7 USP9X XPNPEP1 KENNY_CTNNB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KENNY_CTNNB1_TARGETS_UP ABI1 ARCN1 ARFGEF2 BAD BTRC CAPN3 CASKIN2 CCN1 CCNB1 CCR5 CD14 CELF2 CSE1L CTSC EBNA1BP2 ECT2 ETAA1 EXOSC2 GAN GNA11 HAT1 HILPDA HMGB2 IGFBP5 KRT7 LOXL2 MMP2 NABP1 NCOR1 PKN1 PLK4 PTPN22 RAMP3 RBM26 RPA2 S100A8 SEPHS2 SERPIND1 SORBS1 SPP1 SQOR SRSF7 SYNE1 TACC3 TFDP1 TK1 TM4SF1 TMEM94 TNFAIP2 UPP1 KERLEY_RESPONSE_TO_CISPLATIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KERLEY_RESPONSE_TO_CISPLATIN_DN CYP26A1 HESX1 HMGCS1 LPIN1 MYC KERLEY_RESPONSE_TO_CISPLATIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KERLEY_RESPONSE_TO_CISPLATIN_UP ACTA2 ALDH1A3 ANK1 ANXA1 ANXA4 BTG2 CAV1 CDKN1A CXCL14 DDB2 DDIT4 DGKA DRAM1 EPS8L2 FADS3 FAS FDXR FOSL1 GADD45A GDF15 GLS2 HSD17B3 IER3 INPP5D ISYNA1 LMNA MS4A1 NEFL PDE4A PHLDA3 PIDD1 PLAT PLK2 PLK3 PPM1D PROCR RPS27L SERPINE1 SESN1 STK17A TIGAR TNFRSF10C TP53TG1 TRIM22 ZMAT3 KESHELAVA_MULTIPLE_DRUG_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KESHELAVA_MULTIPLE_DRUG_RESISTANCE ACADS ADAM15 ANXA2P2 BABAM2 BCAP31 BCL7B BLVRB C1orf35 C22orf46P CASP4 CCDC92 CCHCR1 CCS CD151 CDK11B CDKN2C CRIP2 CYTH1 DNALI1 DOCK9 DXO ENC1 FBXO11 FN1 FOXP3 GGA2 GSTK1 GUK1 HDAC1 HFE HGSNAT HHAT HSPB1 IBSP ICAM3 IGHV5-51 INPP5B IQGAP1 IZUMO4 KCTD17 KLRF1 LAMTOR2 LRRC14 MAGOHB MAN1B1 MAPK12 MARCHF2 MCUB MEAK7 MED8 MSRB1 MYO1F NXT2 OAS1 ODF2 PCTP PDLIM5 PEX10 PHF1 PPIEL PPP4C PTHLH RINT1 RPL23 SBNO2 SIL1 SLC25A13 SLC48A1 STYXL1 TAF12 TBX1 TEDC2 TMED10 TMEM104 TP53TG1 TSPAN31 TSPAN8 UFC1 USE1 VPS33B ZNF668 ZSWIM8-AS1 KHETCHOUMIAN_TRIM24_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KHETCHOUMIAN_TRIM24_TARGETS_DN ALDH1A1 AR CYP26A1 CYP7A1 FGF1 PRLR SLC10A1 THRSP KHETCHOUMIAN_TRIM24_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KHETCHOUMIAN_TRIM24_TARGETS_UP AFP APP BEX2 BTG2 CASP1 CD38 CD44 CDH1 CDKN1A CDKN2B COL1A1 COL1A2 COL4A1 COL4A2 CP CYBB EGR1 EMP1 FGFR2 FOS HBEGF HCK ICAM1 IGF2 ITGAL ITGAV JUNB KRT18 LAPTM5 LGALS1 LGALS3 MIR675 PDGFA RAI14 RBP1 SAMD4A SERPINE1 SPARC SPP1 STAT1 TGFB1 TGFBR2 TGM2 TP53 UCP2 VCAM1 VIM KIM_ALL_DISORDERS_CALB1_CORR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_CALB1_CORR_DN ALDH3A1 ALX1 ANPEP APOBEC3C AQP7 CCIN CCL1 CD40 CHIT1 CTSG DAPK2 DDX11 GADD45B GFI1 GIP HSD3B2 IFNA6 IL1RAP INPP5D KLRC3 KRT1 LCOR LHCGR LINC00837 NR5A1 PXN ROR2 RREB1 S100A4 S100A8 SBNO2 SLC16A6 SLC22A13 SSTR3 TM4SF5 XRCC3 KIM_ALL_DISORDERS_CALB1_CORR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_CALB1_CORR_UP AARS1 AASDHPPT ABCC5 ABCF3 ABHD14A ABR ACOT7 ACTN1 ACTR1A ACTR1B ACTR2 ADAM23 ADAR ADGRB2 ADRM1 AHCY AHNAK2 AHSA1 AKAP11 AKR1B1 AKT1 ALAS1 ALDOA AMPH ANKRD46 ANXA6 ANXA7 AP2S1 APLP1 APLP2 AREL1 ARF1 ARHGEF9 ARPC1A ARPP19 ASNS ASS1 ATIC ATP1A3 ATP1B1 ATP2A2 ATP2B1 ATP5F1C ATP5MC3 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATRNL1 ATXN10 AUH B3GALNT1 B4GALT6 BAP1 BEX4 BHLHE40 BLCAP BNIP3 BNIP3L BRD2 BRINP1 BTBD3 BTBD8 C1QBP C1orf216 C2CD5 C6orf62 CACNA1A CACNB3 CACNG3 CALB1 CALM1 CALM2 CAMK1G CAMK2B CAMK2G CAMSAP2 CANX CAP2 CAPZA2 CCK CCT2 CD200 CDK5 CEP170 CERS6 CETN2 CHGA CHGB CHL1 CHN1 CHST10 CIRBP CLINT1 CLIP3 CLSTN1 CLTB CNIH1 CNKSR2 COPG2IT1 COPS3 COPS7A COPS8 COX7A2 COX7A2L COX8A CREG1 CRHBP CRMP1 CRYM CSRNP2 CTBP1 CUL1 CX3CL1 CX3CR1 CYC1 CYFIP2 CYRIA DCLK1 DCTN1 DCTN3 DDHD2 DDOST DDX1 DDX10 DGKB DHCR24 DLG3 DNAJA1 DNAJA2 DNM1 DOC2A DOCK3 DOCK4 DPP6 DPY19L2P2 DRG1 DSTN DUSP14 DUSP3 DUSP8 DYNC1H1 DYNC1I1 EEF2 EFNB3 EFR3A EGR3 EHBP1 EID1 EIF2S1 EIF4A2 EIF4H EIF5 ELMO1 ENO2 ENSA EPHB6 EPS15 ERP29 FAM131A FAM168B FAM32A FBXL2 FBXO9 FHL1 FHL2 FIBP FOXG1 G3BP2 GABBR2 GABRA1 GABRA2 GABRA5 GABRD GABRG2 GARS1 GDE1 GGCT GLRB GMFB GNAI1 GNAS GNB1 GNB5 GOT1 GOT2 GPD1L GPM6A GPX4 GRIA2 GRIN2A GRINA GSTA4 GUCY1B1 H2AZ1 HECTD4 HINT1 HIVEP2 HMCES HMGCR HNRNPA0 HNRNPA3 HNRNPK HNRNPR HPCA HPRT1 HSP90AA1 HSP90AB1 HSP90B1 HSPA12A HSPA13 HTR2A HYOU1 ICAM5 IDH3A IDH3B IDI1 INA INPP5F ISCA1 ISCU ITM2A ITPR1 JOSD1 KALRN KARS1 KCNAB1 KCNF1 KCNK1 KDM1A KHDRBS3 KIAA0232 KIAA0513 KIF3B KIF3C KIFAP3 KIFBP KLC1 KLF10 LANCL1 LDB2 LDOC1 LMO3 LRPPRC LYRM9 MACROH2A1 MADD MAGED1 MAN2A2 MAP1LC3B MAP2K1 MAP2K4 MAPK1 MAPK9 MAPT MARCKS MAST3 MBNL1 MBTPS1 MDH1 ME3 MGST3 MIF MLLT11 MNT MOAP1 MOB4 MORF4L2 MPC2 MTMR9 MYCBP2 NAPA NARS1 NCALD NCDN NCKAP1 NDEL1 NDN NDRG4 NDUFA5 NDUFAB1 NDUFS1 NDUFS2 NDUFS3 NDUFV1 NECAB2 NECAP1 NEFL NELL1 NELL2 NFE2L1 NMNAT2 NNAT NONO NPTN NPTX1 NPY NREP NRGN NRIP1 NRXN1 NSF NSG2 OAT OAZ1 OAZ2 OGA OMG OPCML OPTN OSBPL1A OXA1L PAFAH1B1 PAK1 PCDH8 PCMT1 PCSK1 PDE2A PDHB PDHX PEX11B PEX19 PFDN1 PFKP PFN2 PGAP4 PGK1 PGRMC1 PHF24 PINK1 PIP5K1C PISD PJA2 PKM PLD3 PLK2 PNMA2 POLR2E PPID PPM1H PPP1R12A PPP1R16B PPP1R7 PPP2R1A PPP2R2A PPP6C PREPL PRKACB PRKAR1A PRKAR2B PRKCI PRNP PRPF8 PRPS1 PRPSAP1 PRSS3 PRUNE2 PSAP PSMA3 PSMA4 PSMA6 PSMB4 PSMB6 PSMC1 PSMC6 PSMD1 PSMD11 PSMD12 PSMD7 PSMD8 PSME3 PTK2B PTPRN2 PUM1 PUM2 PWP1 RAB11A RAB1A RAB4B RABAC1 RAD21 RAD23B RALYL RAN RAPGEF5 RASA1 RCAN2 RCN2 REEP1 REEP5 RER1 RFK RGS4 RGS7 RIT2 RNF103 RNF11 RNF13 RNF4 RNF44 RRAGA RSRC2 RTCB RTF1 RTL8C RTN1 RTN4 RUNDC3A RUSC1 RYR2 SARAF SARS1 SC5D SCAF8 SCAMP1 SCAMP3 SCG2 SCG5 SCHIP1 SCRN1 SDF2 SEC23A SEC24B SERINC1 SERINC3 SERPINF1 SERPINI1 SET SH3BP5 SHOC2 SKP1 SLC12A5 SLC17A7 SLC20A1 SLC25A11 SLC25A12 SLC25A3 SLC25A36 SLC25A4 SLC30A9 SLC39A6 SLC6A15 SLC9A6 SLITRK5 SNAP25 SNCB SNRNP40 SNRPB SNU13 SNX17 SOCS5 SORL1 SPAG7 SPINT2 SRP19 SRPK2 SRSF2 SST STAU2 STIP1 STMN2 STX1A STX4 STX7 STXBP1 SUB1 SUCLA2 SUMO1 SUMO2 SYNGR3 SYNJ1 SYT1 SYT11 SYT17 TAC1 TAX1BP1 TBC1D9 TBCC TCEAL1 TDP2 TECR THY1 TIAM1 TKT TM9SF4 TMED2 TMEM158 TMEM59 TMX4 TOB1 TOGARAM1 TOMM20 TOMM34 TRIB2 TRIM23 TRIM37 TSNAX TSPAN3 TSPYL4 TSPYL5 TSR2 TTC3 TUBA4A TUBB2A TUBB3 TUBB4B TUSC3 UBA1 UBA2 UBB UBC UBE2A UBE2E3 UBE2N UBE3C UBL3 UBQLN2 UCHL1 UQCRC2 UQCRFS1 USO1 USP14 VAMP7 VDAC1 VDAC2 VDAC3 VIPR1 VSNL1 WDR47 WDR7 WSB2 XPO7 YARS1 YME1L1 YWHAB YWHAQ ZBTB18 ZC3H15 ZFAND5 ZNF365 ZNHIT3 KIM_ALL_DISORDERS_DURATION_CORR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_DURATION_CORR_DN ACD ACOT7 ACTL6B ACTR1A AHSA1 AKR1A1 AKR1B1 AMPD2 ARL4A ARPC2 ARRB2 ATOX1 ATP5MC1 ATP6AP1 ATP6V0B ATP6V0E2 B3GAT1 BBLN BCAP31 BMERB1 CACNG3 CCT7 CDIPT CHMP2A CKB CLASP2 CLTA COL9A3 COX4I1 COX7A1 COX7C COX8A CREB3 CRYAB CTDNEP1 CX3CL1 CX3CR1 DCTN2 DCXR DEGS1 DHPS DHX30 DNAJB2 DPF2 DTX4 ECI1 ECSIT EIF3G EIF6 ENDOG ESYT1 ETFB EXOC3 FBXO9 FNDC4 FTO FXYD7 GABBR1 GDI1 GNAZ GNPDA1 GPR37 GPX1 GRHPR GTF3C1 HAX1 HCFC1R1 HDGF HRAS IMPDH2 KLHL21 KLK6 LMAN2L MADD MAL MAPK3 MARCKSL1 MAST3 MRPL23 NBL1 NCALD NDUFA1 NDUFA7 NDUFAF3 NDUFB1 NDUFC1 NDUFS7 NDUFS8 NELFE NIPSNAP1 NRGN NSG2 NTHL1 NUDC NUP93 OS9 PAFAH1B3 PAK6 PARP1 PEF1 PES1 PFDN1 PIN1 PLAAT3 PMM1 PMP22 PPIA PSMB5 PTGDS PUF60 RABAC1 RAP1GAP2 RBM10 RNH1 RNPS1 RPL13 RPS29 RPS8 RUVBL2 SAC3D1 SEC14L5 SF3B2 SFXN3 SLC25A11 SNRPA SNX6 SPAG7 STARD7 STOML1 STX7 SUCLG1 SUMO3 TALDO1 TAX1BP1 TMEM147 TPI1 TRAP1 TRAPPC12 TUBA4A TUFM UQCRB UQCRQ VPS28 VPS51 ZMAT4 KIM_ALL_DISORDERS_DURATION_CORR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_DURATION_CORR_UP ANKRD11 CSRNP3 DNAJB14 NTM RNF115 SHC3 SLC10A1 SPIN1 ZBTB38 KIM_ALL_DISORDERS_OLIGODENDROCYTE_NUMBER_CORR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_OLIGODENDROCYTE_NUMBER_CORR_DN ANKRD11 CCIN CCL1 CSRNP3 CYP2C18 DGCR11 DNAJB14 EPHA2 FAM169A FUT6 GABRB3 HIPK2 HOXB7 IL5 KIF3A MAGEA1 MAP1B NR1D2 NR5A1 NTM RNF115 SCAF11 SERPINF2 SLC10A1 SLC1A2 SPIN1 SV2C UMOD XRCC2 XRCC3 ZBTB38 ZNF136 ZNF148 KIM_ALL_DISORDERS_OLIGODENDROCYTE_NUMBER_CORR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_ALL_DISORDERS_OLIGODENDROCYTE_NUMBER_CORR_UP AARS1 ABCA3 ABHD14A ACD ACOT13 ACOT7 ACTG1 ACTL6B ACTR1A ACTR1B ADAR ADGRB2 ADRM1 AFG3L2 AGPAT1 AHCY AHNAK2 AHSA1 AKR1A1 AKR1B1 AKT1 ALDH2 ALDOA ALDOC AMFR AMPD2 ANAPC13 ANAPC5 ANOS1 ANP32B ANXA6 AP2M1 AP2S1 AP3B2 AP3M2 APBA2 APLP1 APLP2 ARCN1 AREL1 ARF3 ARF5 ARFGAP2 ARFIP2 ARHGEF17 ARHGEF18 ARL4A ARNT2 ARPC2 ARRB2 ASIC2 ASNS ASS1 ATG9A ATOX1 ATP5F1C ATP5F1D ATP5MC1 ATP5MF ATP5PO ATP6AP1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1B2 ATP6V1E1 ATP6V1F ATRNL1 AUH B3GAT1 B4GAT1 BAG1 BAG6 BAIAP3 BAP1 BBLN BCAP31 BCL7B BECN1 BEX4 BIN1 BLCAP BLOC1S1 BMERB1 BMI1 BSN BTBD3 BTBD8 C1QBP C1orf216 CA11 CA2 CABIN1 CABP1 CACNB3 CACNG3 CALM3 CAMK1 CAMK1G CAMK2B CAMK2G CANX CAP1 CAPNS1 CAPZA2 CBX6 CBX7 CCDC92 CCK CCT2 CCT3 CCT7 CCT8 CD200 CD74 CD81 CD9 CDC16 CDC34 CDH18 CDIPT CDK14 CDK5 CENPX CETN2 CFL1 CHL1 CHMP1A CHMP2A CHPF CHST1 CHST15 CIRBP CKB CLASP2 CLCN6 CLDND1 CLINT1 CLNS1A CLSTN1 CLTA CLTB CNIH1 COBL COPE COPS5 COPS7A CORO1A CORO2B COX17 COX4I1 COX5A COX5B COX6A1 COX6B1 COX7A1 COX7A2 COX7A2L COX7C COX8A CREB3 CRMP1 CRY2 CRYAB CRYM CSNK2B CSRP1 CSTB CSTF3 CTCF CTDNEP1 CTSA CTSH CX3CL1 CX3CR1 CYC1 CYFIP2 DAD1 DAZAP2 DBN1 DCLK1 DCTN2 DCTN3 DCXR DDB1 DDHD2 DDIT3 DDOST DDX42 DEAF1 DEGS1 DENND4B DGKZ DGUOK DHCR24 DHCR7 DHPS DHX30 DMTN DNAJB1 DNAJB2 DNAJC11 DNM1 DOCK3 DOCK4 DPF2 DPY19L2P2 DPYSL2 DRAP1 DRG1 DSTN DTX4 DYNC1H1 ECH1 ECHS1 ECI1 ECSIT EEF2 EEIG1 EFNB3 EFR3A EGR3 EID1 EIF2B4 EIF3D EIF3F EIF3G EIF3K EIF4G2 EIF6 ELMO1 ELOB ELOC ENDOG ENO1 ENO2 ENPP2 ENSA ENTPD6 EPB41L3 EPHB6 EPS15 ERI3 ERP29 ESYT1 ETFB EXOC3 FADS2 FAIM2 FAM171A1 FAM193A FAM89B FAM98A FAN1 FARSA FAU FBXO9 FDPS FEZ1 FIBP FIG4 FKBP1A FKBP1B FNDC4 FOXG1 FTL FTO FXR2 FXYD1 FXYD7 GAB2 GABARAP GABARAPL2 GABBR1 GABRB1 GABRD GAD1 GAPDH GATB GDI1 GFAP GGCT GLO1 GLRB GLS GNAI1 GNAS GNAZ GNPDA1 GOT1 GOT2 GPI GPR162 GPRC5B GPX1 GPX4 GRHPR GTF3A GTF3C1 HADHA HADHB HAGH HAX1 HCFC1R1 HDGF HECTD4 HINT1 HIVEP2 HMCES HMGCR HMGN1 HPCA HPCAL1 HRAS HSPD1 HTRA1 HYOU1 IDH3B IDI1 IER2 ILK IMPDH2 INA IP6K1 IPCEF1 IQSEC3 IRAK1 IRF9 ISCU ITGB1BP1 ITPA ITPKA JOSD1 KBTBD11 KCNF1 KCNK1 KCNN1 KDM1A KIAA0232 KIAA0513 KIF21B KIFAP3 KLHL21 KLK6 KRT10 LAMTOR5 LANCL1 LAPTM4B LASP1 LDHB LDOC1 LGALS1 LGMN LINC01963 LMAN2L LRPAP1 LSM7 LTA4H LY6E LYRM9 MACROH2A1 MADD MAGED1 MAGED2 MAL MAN2A2 MAP1LC3B MAPK3 MAPK8IP2 MARCKSL1 MAST3 MBD3 MCF2L MDH1 ME3 MGRN1 MICAL2 MIF MIR124-1HG MIR9-1HG MLLT11 MNT MOG MRPL23 MRPL40 MRPL49 MSL1 MTMR6 MTMR9 MTX2 MYL6B MYRIP NAGPA NARS1 NBL1 NCALD NCAN NCDN NCKAP1 NCL NCOA4 NDEL1 NDN NDRG1 NDUFA1 NDUFA7 NDUFAB1 NDUFAF3 NDUFB1 NDUFB3 NDUFB5 NDUFB8 NDUFC1 NDUFS1 NDUFS3 NDUFS4 NDUFS7 NDUFS8 NDUFV1 NECAB2 NECAP1 NEDD8 NEFH NELFE NELL1 NFE2L1 NIPSNAP1 NME3 NMNAT2 NNAT NONO NPC2 NPTX1 NPTXR NPY NRDC NREP NRGN NSF NSG2 NTHL1 NUAK1 NUCB1 NUDC NUP93 OAT OAZ1 OLFM1 OMG OS9 PADI2 PAFAH1B3 PAK6 PAM PARP1 PCNT PCP4 PCSK1 PDE2A PDHB PDHX PEBP1 PEF1 PES1 PFDN1 PFDN5 PFKP PFN1 PFN2 PGAP4 PGK1 PGRMC1 PHF24 PIN1 PINK1 PIP5K1C PISD PKIG PLAAT3 PLP1 PMM1 PMVK PNPLA6 POLR2E POLR2J PPFIA4 PPIA PPID PPM1H PPP1CA PPP1R11 PPP1R16B PPP1R7 PPP2R1A PPP2R5B PRAF2 PRDX1 PRPF8 PRR3 PRR36 PRRC2B PSAP PSMA6 PSMB10 PSMB3 PSMB4 PSMB5 PSMB6 PSMC1 PSMC5 PSMD10 PSMD2 PSMD7 PSMD8 PTDSS1 PTGDS PTOV1 PTPA PTPRK PTPRN PTPRN2 PTS PUF60 PUM2 RAB40B RABAC1 RABGAP1 RACK1 RAD23B RAN RAP1GAP2 RAPGEF5 RASA1 RASL10A RASSF2 RBM10 RCAN2 REEP1 REEP5 RGS7 RHOA RIMBP2 RIMS3 RNF103 RNF11 RNF187 RNF4 RNF41 RNF44 RNH1 RNPS1 RPL10A RPL11 RPL13 RPL24 RPL27 RPL28 RPL29 RPL3 RPL32 RPL35 RPL36AL RPL37 RPL41 RPL8 RPLP1 RPRD2 RPS10 RPS11 RPS12 RPS16 RPS17 RPS19 RPS27 RPS27A RPS29 RPS3 RPS4X RPS8 RRAGA RTL8C RTN1 RTN2 RUNDC3A RUSC1 RUSC2 RUVBL2 S100A1 S100B SAC3D1 SACM1L SARS1 SCAMP3 SCAP SCG2 SCG5 SCN1B SDHA SEC11A SEC14L5 SELENOW SEM1 SEPTIN8 SERP1 SERPINF1 SERPINI1 SEZ6L2 SF3B2 SFXN3 SH3GL1 SHOC2 SHROOM2 SLC20A1 SLC25A11 SLC25A12 SLC25A3 SLC25A4 SLC25A6 SLC30A9 SLC35A1 SLC3A2 SLC4A3 SLITRK5 SMARCA4 SMARCD3 SNAP91 SNCB SNN SNRPA SNRPB SNRPC SNRPD2 SNRPE SNRPG SNTA1 SNU13 SNX6 SOD1 SORL1 SPAG7 SPHK2 SPINT2 SPOCK2 SPTAN1 SPTBN2 SRP14 SSNA1 SSR4 SST ST3GAL5 STAMBP STARD7 STAT4 STIP1 STK24 STMN2 STOML1 STX12 STX1A STX4 STX7 STXBP1 SUCLG1 SULT1A1 SULT4A1 SUMO1 SUMO2 SUMO3 SUPT4H1 SV2A SYN1 SYNGR3 SYP SYT11 TAC1 TAF10 TAF6 TALDO1 TATDN2 TAX1BP1 TBC1D9 TBCB TCEA2 TCEAL1 TCEAL4 TCFL5 TCP1 TCTA TECR THY1 TIMM17B TKT TMED2 TMEM147 TMEM151B TMEM184B TMEM59 TNFSF12 TOMM34 TPI1 TRA2B TRAP1 TRAPPC12 TRIB2 TRIM28 TRIM37 TSC22D4 TSNAX TSPAN7 TSPOAP1 TTC1 TUBA1A TUBA3D TUBA4A TUBB2A TUBB3 TUBB4A TUBB4B TUFM TUSC2 TUSC3 UBA1 UBA2 UBB UBE2E3 UBE2M UCHL1 UNC13B UQCRB UQCRC1 UQCRFS1 UQCRH UQCRQ UROS USP11 UTP14C VDAC3 VIM VPS28 VPS39 VPS51 VPS52 VPS72 VPS8 WBP2 WDR47 WDR7 WIPF2 WSB2 YARS1 YWHAQ ZMAT4 ZNF365 ZNF580 KIM_BIPOLAR_DISORDER_OLIGODENDROCYTE_DENSITY_CORR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_BIPOLAR_DISORDER_OLIGODENDROCYTE_DENSITY_CORR_DN ALDH3B2 ALPK3 ALX1 APOC3 B3GALT5 BMP4 CADM4 CAMP CCIN CCL1 CCL23 CCL7 CD72 CDKL1 CDSN CDX1 CDX2 CGA COL8A1 CRHR2 CRISP3 CRYBB3 CSRP3 CYP2A13 CYP2C18 DBH DTX2 EFNA5 EPHA2 ESR1 FBP2 FGA FSHR FUT7 GABRA3 GPR18 GPR39 GRAP2 GYPE H1-1 HOXC5 HRK HSD11B2 ICOS IFNA6 IL1RAP IL3 IL5 KISS1 LFNG LHB LHCGR LINC00837 LTA MAFK MME MMP11 MSC MSH5 NCR3 ORC1 P2RY11 PAX7 PFKFB4 PITX3 PLA2G1B PMCH PMM2 PRSS8 PYY RAPGEF3 REN S100A8 SBNO2 SCEL SERPINE1 SLC22A13 SLC5A2 SLC7A2 SULT2B1 TNF TOP2A TRPV6 UPK3A WNT11 XRCC3 ZNF157 KIM_BIPOLAR_DISORDER_OLIGODENDROCYTE_DENSITY_CORR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_BIPOLAR_DISORDER_OLIGODENDROCYTE_DENSITY_CORR_UP AARS1 AASDHPPT ABCC5 ABHD14A ACADM ACADVL ACOT13 ACTG1 ACTR1A ACTR1B ADAR ADD1 ADGRB2 ADRM1 AGPAT1 AHCY AHSA1 AKAP11 AKR1A1 AKR1B1 AKT1 ALAS1 ALCAM ALDH2 ALDOA ALDOC ANAPC5 ANKMY2 ANOS1 ANXA6 AP2B1 AP2S1 AP3B2 AP3M2 APEX1 APLP1 APLP2 APOD AREL1 ARF3 ARF5 ARFGAP2 ARFIP2 ARHGEF17 ARHGEF18 ARHGEF2 ARL4A ARMCX2 ARNT2 ARPC2 ARPC3 ASNS ASS1 ATOX1 ATP1A3 ATP2A2 ATP5F1C ATP5MC1 ATP5MC3 ATP5MF ATP5PD ATP5PO ATP6AP1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E2 ATP6V1B2 ATP6V1E1 ATP6V1F ATRNL1 AUH B3GAT1 B4GAT1 BAG1 BAG6 BAIAP3 BAP1 BCL2L2 BCL7B BEX4 BIN1 BLCAP BMERB1 BUB3 C1QBP C1orf216 CA11 CABIN1 CACNA1A CACNG3 CALCOCO1 CAMK1G CAMK2B CAMK2G CAMSAP2 CAND2 CANX CAP1 CAPNS1 CBX7 CCK CCND3 CCNI CCT2 CCT3 CCT8 CD200 CD81 CD99 CDC16 CDH18 CDIPT CDK16 CDK2AP1 CDK5 CENPX CETN2 CFL1 CHL1 CHPF CHRDL1 CHST15 CIRBP CLCN6 CLIP3 CLNS1A CLSTN1 CLTA CLTB CNBP CNIH1 COBL COPS5 COPS7A CORO1A CORO2B COX17 COX5A COX6A1 COX6B1 COX6C COX7A2 COX7A2L COX7C CPE CREB3 CRMP1 CRYM CSNK2B CSRNP2 CTBP1 CTCF CUL1 CX3CL1 CX3CR1 CYC1 CYFIP1 CYFIP2 CZIB DAD1 DAZAP2 DCTN1 DCTN3 DCXR DDB1 DDHD2 DDX1 DEGS1 DEK DENND4B DGUOK DHCR24 DNM1 DPY19L2P2 DPYSL2 DRAP1 DRG1 DSTN DTX4 DYNC1H1 ECH1 ECHS1 EEF1A1 EEIG1 EFNB3 EFR3A EHBP1 EID1 EIF2B4 EIF3D EIF3E EIF3F EIF3G EIF3K EIF4B EIF6 ELMO1 ENO1 ENO2 ENSA ENTPD6 EPHB6 EPHX1 EPS15 ERI3 ERP29 EXOC3 FABP7 FADD FAM131A FAN1 FARP1 FARSA FAU FBL FBXL2 FDPS FEZ1 FGFR3 FHL1 FIBP FKBP1A FKBP1B FOXG1 FTL FTO G3BP2 GABARAP GABARAPL2 GABBR1 GABBR2 GARS1 GDI1 GGCT GLDC GLO1 GLRB GLUD1 GMFB GNAI1 GNAS GNB1 GNPAT GNPDA1 GOLGA8A GOT1 GOT2 GPR162 GPX1 GPX4 GRHPR GRINA GRN GSTO1 GYG1 HAGH HDGF HINT1 HIVEP2 HMGN1 HNRNPA3 HNRNPAB HNRNPK HPCA HPCAL1 HRAS HSBP1 HSD17B10 HSP90B1 HSPA12A HSPA2 HTRA1 HYOU1 IDH3B IDI1 IFIT1 IGBP1 IGFBP7 IMP4 INA IP6K1 IRAK1 ISCA1 ISCU ITGAE ITM2A ITPA ITPKA KATNB1 KBTBD11 KCNF1 KDM1A KIAA0513 KIF3C KIFAP3 KIFBP KLHL21 KRT10 LAMTOR5 LANCL1 LARP1 LASP1 LDHB LGALS1 LIPA LMO3 LPCAT4 LPIN2 LRPAP1 LTA4H LYRM9 LZTR1 LZTS3 MACROH2A1 MAGED1 MAN2A2 MAOB MAPK9 MAPT MARCHF2 MARCKS MARCKSL1 ME3 METAP1 MGST3 MICU1 MIF MIR124-1HG MIR9-1HG MKRN1 MLF2 MLH1 MLLT11 MLX MOAP1 MOB4 MPC2 MPP1 MPPED1 MRPL40 MSL1 MTMR6 MXRA7 MYL12B MYL6B MYRIP NACA NAE1 NARS1 NCDN NCL NDEL1 NDRG4 NDUFA1 NDUFA5 NDUFA6 NDUFAB1 NDUFAF3 NDUFB1 NDUFB3 NDUFB5 NDUFB8 NDUFC1 NDUFS3 NDUFS4 NDUFS7 NDUFS8 NDUFV1 NECAB2 NECAP1 NEDD8 NELFE NELL1 NELL2 NFE2L1 NISCH NMNAT2 NNAT NONO NPC2 NPTX1 NPTXR NPY NRDC NSF NSG2 NSUN5P2 NUCB1 NUDT3 OAZ1 OGA OMG OPTN OS9 P4HB PAFAH1B3 PAM PCP4 PDE2A PDHB PDIA3 PDXDC1 PEBP1 PEG10 PEX11B PFDN1 PFDN5 PFKM PFN1 PFN2 PGAP4 PGK1 PGRMC1 PHB2 PHF24 PIN1 PINK1 PIP5K1C PISD PJA2 PKIG PKM PLAAT3 PLCD1 PMM1 PMVK PNMA2 PNPLA6 POLR2E POLR2J PPP1R11 PPP1R16B PPP1R7 PPP2R1A PPP2R2A PPP2R5B PPP6C PRAF2 PRCP PRDX1 PRDX6 PRKAR1A PRNP PRPF8 PRPSAP1 PRRC2B PRSS3 PRUNE2 PSAP PSMA3 PSMA4 PSMB3 PSMB4 PSMB5 PSMB6 PSMC1 PSMC2 PSMC5 PSMD10 PSMD11 PSMD12 PSMD2 PSMD7 PSMD8 PSME1 PSME3 PTDSS1 PTOV1 PTPRK PTPRM PTPRN2 PTPRT PTS PUF60 PUM2 R3HDM2 RAB40B RABAC1 RABGAP1 RAD23B RAN RASA1 RASL10A RCAN2 RELN RGS7 RHOA RIMS3 RNF103 RNF11 RNF187 RNF4 RNF44 RNH1 RPL10A RPL11 RPL12 RPL24 RPL27 RPL29 RPL3 RPL32 RPL35 RPL36AL RPL37 RPL4 RPL41 RPL7 RPL8 RPLP1 RPN1 RPS10 RPS12 RPS13 RPS17 RPS18 RPS19 RPS24 RPS25 RPS27 RPS27A RPS4X RPS6 RRAGA RTCB RTL8C RTN1 RUNDC3A RUNDC3B RUSC1 S100A1 SALL2 SARS1 SCAMP3 SCAP SCG2 SCG5 SCRN1 SDF2 SDHA SEC11A SEC16A SEC61B SELENOW SEM1 SEPTIN2 SEPTIN8 SERPINE2 SERPINI1 SF3B2 SF3B4 SH3BP5 SHOC2 SLC1A4 SLC25A11 SLC25A12 SLC25A3 SLC25A4 SLC25A46 SLC25A6 SLC30A9 SLC6A15 SLC7A5 SLIT1 SLITRK5 SMARCC2 SMARCD3 SNN SNRNP40 SNRPD2 SNRPE SNTA1 SNU13 SOD1 SORL1 SPAG7 SPINT2 SPTBN2 SRI SRP14 SRP19 SRP9 SRSF9 SSR4 SST STARD7 STAU2 STIP1 STK24 STK25 STX1A STX7 STXBP1 SUB1 SUCLG1 SULT1A1 SULT4A1 SUMO1 SUMO2 SUMO3 SV2A SYNGR3 SYP SYT11 TAF10 TAF6 TALDO1 TARBP1 TAX1BP1 TBCB TCEA2 TCEAL1 TCEAL4 TCFL5 TCP1 TCTA TENT4A TFE3 THY1 TIMM17B TIPRL TKT TMBIM6 TMED10 TMEM147 TMEM59 TOMM34 TPGS2 TPI1 TRA2B TRAP1 TRIB2 TRIM28 TRIM37 TSG101 TSNAX TSPAN3 TSPAN7 TSPYL5 TTC1 TUBA4A TUBB2A TUBB3 TUBB4A TUBB4B TUFM TUSC3 UBA1 UBA2 UBB UBC UBE2E3 UCHL1 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ UROS UTP14C VBP1 VDAC3 VIM VPS28 VPS51 VPS52 VPS72 VPS8 VSNL1 WBP2 WDR7 WIPF2 XPO7 XRCC5 YARS1 YBX1 YIPF1 YWHAQ KIM_GASTRIC_CANCER_CHEMOSENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GASTRIC_CANCER_CHEMOSENSITIVITY AATK ABCB8 ABO ACVR1B ADAMTS8 ADCY3 ALG3 ANGEL1 ARMC6 B3GAT3 BAIAP2 BARX1 BCL2 BORCS6 CCL17 CFAP410 CHKA CRTC1 CRYBB2 DCAF8 DES DOHH DPAGT1 DTX2P1-UPK3BP1-PMS2P11 ECT2 EHMT2 EIF2B4 ELK4 EPHB1 EPO FABP7 FKBP8 FOXD4 GLYR1 GOLGA8A HEATR6 HHLA1 IFRD2 IL12RB1 IL1R1 ITGB1BP2 KDM4B LDB1 MAPKAPK3 MEF2D MOCS3 MPZL1 MR1 MTARC1 MYL10 MYO7A N4BP2L1 NCAM1 NCR3 NEK9 NENF NIPAL2 NME4 NPAP1 OBP2A OMP PHGDH PLXNB1 PMS2P1 POLG POLR1E POLR2A PPFIA1 PPFIA3 PPP1R12B PPP2R1A PSRC1 RAB27B RAB2A RGR RPL13A SCNN1A SGTA SLC11A2 SLC13A2 SLC26A6 SLCO2B1 SLURP1 SMG1P2 TADA2A TARS2 TMEM151B TMEM8B TNMD TNNI2 TSHZ2 TSR1 UNG WDR55 ZNF219 KIM_GERMINAL_CENTER_T_HELPER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GERMINAL_CENTER_T_HELPER_DN ACSM2A DHRS3 DUSP8 ELL2 IRS2 OSBP PER1 RAP1GAP2 RORA S1PR1 SPTBN1 ZNF331 KIM_GERMINAL_CENTER_T_HELPER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GERMINAL_CENTER_T_HELPER_UP ACTR3 AMPD3 ANKRD11 AP1S2 BCL6 CASD1 CD84 CHGB CHI3L2 CPSF2 CREBL2 CXCL13 DNAJB6 EGR2 ERMP1 ETS1 GET1 GIMAP4 GTF2H2C HPRT1 IQGAP1 KLHL6 KSR2 LPP LZTFL1 MAN1A1 MDM4 MFSD6 MYH10 NCKAP1 OSTM1 PAWR PHACTR2 PITPNC1 PON2 POU2AF1 PPP1CC PPP3CB PRKACB PRPF38B PTPN14 PUDP PWAR5 RESF1 RUFY1 SH2D1A SLC25A46 SLC35F5 ST8SIA4 STAMBP STAT1 STAU2 STK39 TBC1D4 TEFM TMBIM4 TMEM64 TOX UBTD2 UTP3 WDR11 ZMAT3 ZNF518A ZNF638 KIM_GLIS2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GLIS2_TARGETS_DN BFAR DNASE1 GZMA PPBP SMARCA2 STRADB KIM_GLIS2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_GLIS2_TARGETS_UP ADAM8 ADAMTS2 AIF1 ANGPTL4 BBC3 BCL2A1 BOK C3 CASP4 CCL23 CCL5 CCL8 CCN2 CCR2 CD74 CDCA3 CFH CIDEC CMTM3 COL14A1 COL15A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 CX3CL1 CXCL10 CXCL12 CXCL14 DCN DPT EFEMP2 FBN1 FCER1G FCGR2A HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 HLA-G ICAM1 IFITM3 IGFBP2 IGLV8-61 IGSF10 IRF1 ISG15 LAD1 LILRB3 LSP1 LTB LTBP2 LUM MATN2 MFAP2 MFAP4 MGP MMP14 NID1 OGN OSMR PDGFRA PDGFRL PF4 POSTN PSMB8 PSMB9 PYCARD S100A4 S100A6 SERPINE1 SOCS3 SPARC SPARCL1 SPON1 SYCP1 TGFBI TGFBR2 TLR2 TNFSF13B TSC22D1 VCAM1 VIM KIM_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_HYPOXIA ALDOA ALDOC AMPD3 ANGPTL4 BACH1 BNIP3L ENO2 F3 GYS1 JUN LDHA PDLIM4 PFKP PLIN2 SLC2A1 TPI1 VEGFA KIM_LIVER_CANCER_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_LIVER_CANCER_POOR_SURVIVAL_DN ACSL5 ADH1B ADH6 APOC3 AQP9 BPHL C1orf115 C4BPB CDO1 CHI3L1 COBLL1 CRAT CRYL1 CYB5A CYP27A1 CYP2J2 CYP4F12 EPHX2 F10 F5 GJB1 GPHN HNF4A IQGAP2 ITPR2 KHK LECT2 MST1 MTSS1 PAH PKLR PLG RGN RNASE4 SERPINA10 SERPINC1 SERPINF2 SFTPC SLC22A7 SLC2A2 SLC30A1 SULT2A1 TBX3 KIM_LIVER_CANCER_POOR_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_LIVER_CANCER_POOR_SURVIVAL_UP ALDOA ARPC2 CTSC CXCR4 DDIT4 ETV5 F3 IGFBP3 IQGAP1 JPT1 LAMB1 PFKFB3 PKM PLOD2 PPT1 RALA RGS1 RGS2 SLC38A1 SPHK1 TM4SF1 TSPAN3 KIM_LRRC3B_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_LRRC3B_TARGETS B2M C9 CCL5 CD59 CD74 CXCL1 CXCL9 EEF1A1 EIF3E FTH1 GM2A HLA-A HLA-B HLA-C HLA-DPB1 HLA-DQB1 HLA-DRB1 HLA-E IFI16 IFI27 IFI44 IFIT1 IFITM2 ISG15 LYZ OAS2 PSME2 SERPINA1 TAP1 TAPBP KIM_MYCL1_AMPLIFICATION_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYCL1_AMPLIFICATION_TARGETS_DN AHNAK ALG14 ANLN CMTM6 CNTRL FKBP9 GRHL2 GSTM4 KIF3B MIR9-1HG MT1X NRAS OAT PBX4 PHTF1 RHPN2 RUNX1 SIMC1P1 UACA VANGL1 KIM_MYCL1_AMPLIFICATION_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYCL1_AMPLIFICATION_TARGETS_UP CD19 CDK5R1 CNRIP1 FAM13C GPR27 HPCAL4 INKA2 KCND2 MYCL NDRG4 NEFL NELL2 PRSS12 RHOBTB3 KIM_MYCN_AMPLIFICATION_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYCN_AMPLIFICATION_TARGETS_DN ADCY2 AKAP12 AKTIP APOBEC3B ARID1B ARID4B ASTE1 ATL3 ATP11B B4GALT4 BARD1 BEST3 BMI1 CAMK1D CCDC14 CCDC191 CCNL1 CD164 CEP162 CEP70 CFAP70 CFLAR COL1A1 CPNE2 CRP DCN DNAJC10 DZIP3 EPAS1 EPB41L5 FAHD2A FAM107B FAM111A FAM43A FCGRT FN1 GCA GOLGB1 GOLT1B GRB7 HMG20B HSD3B7 ILDR2 INPPL1 INSR IRX3 ITGB8 KIAA0753 KIN KLF5 KRT7 LINC00339 LINC01278 LINC01963 LIPG LMO7 LMOD3 MAGED4 MAP3K7 MFSD1 MICAL1 MIR22HG MORN2 MYLK NDRG1 NET1 NKX2-1 NME5 OPTN PDCL3 PEG10 PIK3CD PLEKHA2 PLEKHA5 PLEKHG1 PPP2R3A PTPRM PXDN RASA2 RECQL RORA RPS6KC1 SAYSD1 SLC24A1 SLC34A2 SLC35A5 SLITRK6 SULF1 TFDP2 TIMMDC1 TMBIM4 TMEM19 TMEM87B TMEM98 TTC39B TUSC3 USF3 WASHC3 WWOX XRN1 YES1 ZDHHC23 ZNF595 ZNF681 ZNF738 ZNF844 ZNF93 KIM_MYCN_AMPLIFICATION_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYCN_AMPLIFICATION_TARGETS_UP ABCA8 ADARB1 ADCY9 AKR1B1 ANGPTL2 AP1S2 APH1A BCAT1 BTC CA13 CAMK4 CDR1 CLPS CLYBL COMP CREB3L4 DDX1 DGKZ DICER1 DIO3 DIPK1B DRD2 ENO1 ERBB3 ETFA F11 FAM241A FAM81A FANCC FCER1A GNAZ GPR27 GREM1 GRK3 HADH HIGD1A HS6ST3 HSPA4L HYPK IER5 IMP4 INSL3 IRAG2 KLHDC7A L3MBTL4 LILRA1 LRP4 MACF1 MIR17HG MMRN1 MNX1 MYCN MYO1E NECAB1 NME1 NMNAT2 P2RY1 PAG1 PDE2A PDZRN3 PHKA1 PITX2 POP1 PPM1K PRDX4 PRRG1 PRSS12 PTDSS1 RAB33A RARG RGL1 RPIA RPP25 SCFD2 SESN3 SFI1 SHC3 SLC1A2 SLC25A33 SLC44A1 SLC6A15 ST8SIA1 STAMBPL1 STK39 SYNPO TENM2 TSHZ1 TUB UCK2 UNG ZDHHC2 ZNRF3 ZSWIM6 KIM_MYC_AMPLIFICATION_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYC_AMPLIFICATION_TARGETS_DN ADAMTS18 ATCAY ATL3 ATP2B4 BCL2 BRD10 CAPN1 CCDC146 CCDC171 CCDC191 CDH1 CEBPD CFB CFLAR CLEC2D CNTLN COA6 CTNNA1 CYRIA DCLK1 DNER DPYSL3 ELF3 ELOVL7 ERO1B ETV6 EXO5 F11R FAM111A FNBP1L GAB2 GAS2L3 GCA GRHL2 GRP HEATR1 HECTD4 HMG20B HS2ST1 IFIH1 IL17RB IL17RD ILDR2 KCNMB2 KIF13B KIRREL3 KITLG KLF5 LAMP1 LCA5 LGALS8 LPP MARVELD2 MYO6 NEBL NFATC2 NKX2-1 NUCB2 OPTN PATJ PAXIP1 PIF1 PLEKHA2 PLEKHG1 PLXNA2 PPCS PRUNE2 PTPRN2 RAB3B RASSF6 RIGI RIMKLB RMST RNF19A RNF38 RORA SCNN1A SHROOM3 SORBS2 SPAG1 SPAG6 TBPL1 TCF19 TMBIM4 TMEM67 TTC39B XRRA1 ZMAT4 ZNF292 ZNF347 ZNF415 ZNF43 ZNF468 ZNF818P ZNF83 ZNF880 ZNF93 ZSWIM6 KIM_MYC_AMPLIFICATION_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_MYC_AMPLIFICATION_TARGETS_UP ABCC3 ACLY ADARB1 AGL AIFM1 AKAP13 AKR1B1 ALDH3A2 ALOX5AP ANGPTL2 ANKRD55 AP5M1 AQP3 ARHGEF6 ARL6IP5 ATP2B2 ATP5F1B BLMH C1QTNF1 CA12 CCL26 CD163L1 CDKAL1 CEP152 CHGB CHN1 CITED4 CLIP4 CNTN1 COX6B1 COX7B CTNNAL1 CX3CR1 CYCS CYP7B1 DACH1 DAG1 DAP3 DDX18 DDX21 DGKZ DHX33 DIPK1B DKC1 DLEU1 DRG1 EBPL EEF1E1 EEF2K EGFLAM EIF2S2 EIF3J ENO1 EPB41L4B ETFA FAM216A FAM241A FAM89A FARSB FASTKD1 FBL FUT4 GAB1 GALK2 GATD3 GATM GOT2 GPATCH4 GPI HPRT1 HS3ST4 HSD17B12 HSPD1 IDH3A IGSF11 IRF2 ITGA4 KARS1 KCNQ3 KCNS1 KLHL29 LAMB1 LAT LDHB LEO1 LNP1 LRPPRC LRRC28 LRRK2 LTF LYAR LYPLA1 LYRM1 MAGI1 MAK16 MCC MCTS1 MIR17HG MIR503HG MRPL13 MRPL36 MRPL50 MRPS2 MRPS23 MRPS33 MRPS34 MXI1 MYC MYCBP2 NAA30 NALF2 NCL NDUFAF2 NDUFS1 NEFL NEFM NEK3 NEUROD4 NHLH1 NIFK NIP7 NME1 NME2 NMNAT2 NOB1 NOP56 NRP2 NUDT11 ODC1 OLIG2 PAICS PARK7 PCLAF PCOLCE2 PDHA1 PDLIM3 PDPN PEMT PFAS PGM2 PGRMC1 PHKA1 PNP POLR3K PPAT PPP1R17 PRDX6 PRMT6 PRPS1 PRRG1 PSMG1 PUS7 PVT1 RAB3C RAB8B RABEPK RAPGEF5 RGS10 RHOB RIN2 RIOX2 RPL11 RPL12 RPL18A RPL5 RPS15A RPS23 RPS27L RPS4X RPSA RRP1B RRP9 RSL24D1 SACS SELENOI SEMA6A SGCD SHC3 SLC16A1 SLC19A2 SLC25A39 SLC25A5 SLC39A10 SLC6A15 SLC7A5P1 SPINK5 SSB SSBP1 ST6GALNAC2 SUCLG1 TIPIN TMEM38B TMEM64 TRMT10C TTC7B UTP4 VEGFD VRK1 WDR3 WDR41 XIST XPC KIM_PTEN_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_PTEN_TARGETS_DN MGA PTEN RBM4 RIT2 ZNF574 KIM_PTEN_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_PTEN_TARGETS_UP APBB2 CDKN1A CLPB CPA4 FAM162A GALNT10 GDF15 GPM6A HSPA4L IFI44 LPAR1 PLAU PLD1 PLP1 RCHY1 SKAP2 SLC7A11 TIGAR KIM_RESPONSE_TO_TSA_AND_DECITABINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_RESPONSE_TO_TSA_AND_DECITABINE_DN BCL2L10 CA5BP1 FAM120A GSK3A HFE MED27 PACSIN3 RPL10 SUCLG2 TMEM63A KIM_RESPONSE_TO_TSA_AND_DECITABINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_RESPONSE_TO_TSA_AND_DECITABINE_UP ADIRF AOPEP AQP3 ARL14 ATF3 BIK CABYR CCN5 CD70 CDA CDCP1 CDKN1A CDO1 CLDN7 CLIC3 CLU CNN1 COL3A1 COLEC11 CSPG5 CST6 CXADR CYP24A1 CYP3A5 DAZL DBNDD2 DNAJB9 DNALI1 F2RL1 FAAH FADS3 FAM169A FAM242F FAM50B FBXO2 FGD6 FKBP1B FUCA1 GCHFR GDF15 H2AB3 H2AC18 H2BC4 H2BC5 H3C4 HCLS1 HNF4G HSD17B1 HSD17B6 HSPA2 HTATIP2 HYAL1 ICAM2 IFI27 IFI30 IGKC IL18 IL1R2 IL1RAP IL24 IRF7 ISG20 ISYNA1 IZUMO4 JPT1 KCNV2 KRT17 KRT19 KRT23 KRT7 KRT86 LAMB3 LAMC2 LGMN LXN MAGEA4 MAGEA9 MAGEB1 MAGEB2 MAP1LC3B MAP7 MUC1 MUC13 MYO5C NDUFA2 NEFL NEFM NINJ2 NMB NR1I2 NXT2 PAGE1 PARD6A PDE2A PECAM1 PLAAT3 PLIN2 PPL RHOF RNASET2 RND2 RPP25 S100A2 S100A3 S100P SAP25 SAT1 SERPINF1 SERPINI1 SFN SLC25A31 SLC27A2 SLC6A8 SMPD3 SST SSX1 SSX2 SSX3 SSX4 STAG3 TAC1 TACSTD2 TES TFDP3 TGM2 TM7SF2 TNXA TOB1 TPD52L1 TRIM58 TSGA10 TSPAN1 TSPYL5 TTC39A VAMP8 XAGE1B KIM_TIAL1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_TIAL1_TARGETS ADGRG1 ADSL ARF3 BDH1 CHEK1 COX10 COX4I1 CSTB DPYD ELOVL6 F11R FGL1 H3-3B LAMA5 MACROH2A2 MAD1L1 ME2 MT1H MVD NOP10 NSMCE1 OS9 PLSCR3 RPL5 SHMT2 SMARCE1 SNRPD3 SNRPF TGFB1I1 UBE2C WIPF1 KIM_WT1_TARGETS_12HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_12HR_DN ACKR3 ACOT2 ADK AEN AIMP1 AMH AMIGO2 ANKRD55 ANP32A APBB2 ARFRP1 ARHGEF40 ARMC8 ASB1 ASPH ATF1 BAZ2B BBS4 BCL2A1 BDNF BMAL2 C11orf68 CALD1 CAMK2N1 CASP4 CBX3 CCN1 CCN2 CCND1 CCNE2 CD163 CD44 CDK5R1 CDV3 CEACAM7 CGB3 CHP1 CLCC1 CLN5 CORO1C CORO2B COX7A2 CRIM1 CTBP2 CTNNA1 CUL4A CYP24A1 DBF4 DDX18 DEDD DLC1 DNAAF1 DUSP1 DUSP7 EGFR ELF5 ELK3 ESM1 ETS1 EXT1 EZR FAM3C FBXL6 FEN1 FLRT2 FOXD1 FXN GADD45B GLS GNL3 GP1BB GPRC5A GRSF1 GTF2F2 HAPLN1 HERPUD1 HMGA2 HNRNPAB HOXA10 HRC IGF2BP3 IGFBP7 IGSF3 IL18 IL2RB INHBA ITGBL1 JPT1 KBTBD11 KITLG KLHL23 LAMB1 LAMC2 LAT2 LIMCH1 LRP8 LSM4 LSM5 MAGOH MAN2A1 MANF MAP4K5 MCL1 METTL13 MIR3648-1 MOB1A MRPL13 MRPL19 MSANTD2 MTAP MYBBP1A MYC NADK NAP1L1 NDUFC2 NEDD9 NF2 NFKB1 NNMT NOLC1 NOP16 NOP56 NR2F2 NRG1 NSDHL OGFR OLR1 PALM2AKAP2 PCLO PDF PFDN2 PLAC8 PLEK2 PLK2 PLOD2 PLSCR1 PMEPA1 PNN POGK POLR2D POLR3E POLR3K PPIG PPP1CB PTPN11 PTPN7 PUS1 RAP1A RAP2C RBFA RBM14 RBM25 REXO2 RFTN1 RHOBTB3 RHOG RIMS2 RIOX2 RMND5B RND3 RPL29P7 RPL7P27 RPS2 RPS6 RRS1 RWDD1 SCG5 SDHB SEMA3C SFSWAP SMAD7 SMAGP SMUG1 SMURF2 SOD2 SPTLC2 SRSF2 SRSF7 SSH1 ST6GALNAC5 STEAP1 SYNCRIP SYNGR2 SZRD1 TADA2A TAF1D TCP11L1 TFB2M TGFBR2 THBS1 TIMM13 TMC5 TMED2 TMEM45A TMPO TNFAIP1 TP53TG1 TRA2B TRIAP1 TSR3 TUBB2A TUFT1 UCHL3 VMP1 WASL WNT5B YTHDF2 YY1AP1 ZAP70 ZBED4 ZC3H15 ZFAND5 ZFP36L1 ZFP69B ZNF148 ZNF217 KIM_WT1_TARGETS_12HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_12HR_UP AAK1 ABAT ACSL1 ADGRG1 ADM ADORA1 AMPD2 ANKRD13C-DT AQP1 AREG ARHGDIA ATP1B1 ATP2B4 ATP9A BAK1 BHLHE41 BLCAP BTN3A3 C1orf116 CA12 CALCOCO1 CASK CDC42EP3 CDC42EP4 CDR2L CHRNA1 CHRNA3 COPB1 CREB3L1 CREB3L2 CRY1 CS CSDC2 CSF1 CSPG4 CX3CL1 CXCL14 DAB2 DDIT4 DDR1 DLGAP5 DNAJB1 DOK4 ENDOD1 ENO2 EPOR EPS8 FERMT2 FGF1 FGFR1 FGFR3 FHOD1 FZD7 GDF15 GFPT1 GGT1 GLI2 GPR183 GRB10 HBEGF HEG1 HNRNPL HSPA12A HSPA1A HSPA1B HSPA6 HSPH1 HTRA1 ID4 IFIT1 IL10RB IL11 IL1RAP ITGB5 JUNB KCNK1 KIF3C KIF5B KLF9 LBH LGR4 LRP4 MED13L MICALL1 MN1 MSX1 MTDH MTUS1 MYBL1 MYCN MYL9 MYLK MYO18A MYOF NFAT5 NOX4 NPPB NYNRIN OGA OXR1 P4HA1 P4HA2 PCDHGC3 PDGFRA PEA15 PIK3R3 PJA2 PLAT PLAU PLCD1 PLEKHO1 PODXL PPP3CA PRKCH PSD3 PTPN20 RAB13 RASSF7 RBFOX2 RHOQ RIPOR1 RUNDC3B SCNN1D SEPTIN9 SERPINE1 SERPINH1 SH3BP5 SLC10A3 SLC17A7 SLC20A1 SLC35G2 SMAD3 SNAI2 SON SOX9 SRSF6 ST8SIA1 SUPT6H SYNC TAF6L TBC1D2 TBX3 THY1 TIMP3 TLE3 TLN2 TM4SF1 TMEM255A TMPRSS3 TNFRSF11B TNS3 TPST2 TRIB2 TUBA4A TULP3 UBE2J1 ULBP2 VPS37B WT1 YPEL5 ZCCHC24 ZMIZ1 ZMYND8 ZNF395 ZNF702P ZSCAN31 KIM_WT1_TARGETS_8HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_8HR_DN ACBD3 ACKR3 AGPS AMIGO2 ANP32A AP1S1 APBB2 APOF ASIP ASPH ATXN7 AURKB BAD BAZ2B BOLA2 BRDT CALD1 CASP1 CCN2 CD24P2 CDKN1C CENPF CHP1 CITED2 CR1 CSNK1G3 DACT1 DLST EDF1 EHMT2 ELK4 ERF EXTL3 F2RL1 FCF1 FJX1 FST FZD2 GATD3 GGCX GP2 GPRC5A GTF2F2 HIGD2A HMGCS1 HNRNPR HPS4 HUS1 ID1 IGF2BP3 IL18 ITGA2B ITPK1 KLRG1 KRT3 KYNU LAX1 LILRA2 LOX LRRC19 LSM14B LSM4 MAB21L1 MANF MGAM2 MIA MID1 MIR3648-1 MSH5 MSR1 NDUFA1 NDUFS6 NEAT1 NELFA NFATC3 NFYA NNMT NRG1 OGFR PAPOLA PCCA PCLO PGAP1 PIMREG PLAC8 PLK2 PPFIA3 PSPH RAB29 RBM12B-AS1 RET REXO2 RGS17 RGS7 RHOBTB3 RHOT2 RPL10 RPS9 SEMA3C SEMG1 SIVA1 SIX6 SLC11A2 SMAD4 SOD2 SPINK1 SPOCK2 SPTLC2 SRRT ST6GALNAC5 STK17A TBCB TESMIN TGFB2 TMEM14B TMPO TSR3 TSSK2 TUFT1 ULK2 WNT8B YY1AP1 ZAP70 ZDHHC11 ZNF302 ZNF514 KIM_WT1_TARGETS_8HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_8HR_UP ABAT ABHD3 ACTN1 ADAM19 ADM AFF1 AHCYL1 ARC AREG ARHGDIA ATP1A2 ATP2B1 ATP9A B4GALT6 BAIAP2 BCL2A1 BMPR2 BTG3 CA12 CARM1 CBFB CDR2L CHST3 CREB3L1 CSDC2 CSF1 CSPG4 CX3CL1 DAB2 DARS1 DICER1 DLX2 DNAJB1 DNAJB4 DNAJB5 DOK4 DOK5 DPEP3 DUSP7 EIF5A EMP1 ENO2 EREG ERGIC2 FGF1 FGFR1 FHOD1 FOSL1 GEM GFPT2 GLRX GOLIM4 GRB10 GTPBP1 HBEGF HIPK1 HMGA1 HNRNPL HNRNPUL1 HSP90AA1 HSPA1A HSPA1B HSPA6 HSPH1 ID4 IL11 IL1RAP IL4R IL6ST IVNS1ABP JUN JUNB KHSRP KLF10 KPNA6 LAMB3 LEPROT LYN MAFF MAP2K3 MARK4 METAP2 MICALL1 MKNK2 MTMR1 NAA15 NBL1 NLK NPIPB3 PA2G4 PCDH7 PDE10A PDGFC PDLIM4 PEA15 PEG3 PHLDA2 PIAS2 PIK3CD PIM1 PLAUR PLEC PLEKHO1 PLXND1 PODXL POM121 PPP3CA PRKCD PTHLH PURA QKI RAB14 RAB40B RBM8A RGPD5 RGS4 RHOF RHOQ RIPOR1 RLF RSL1D1 RYBP SEL1L SERPINE1 SERPINH1 SERTAD2 SET SFN SH3BP5 SIRPA SLC20A1 SLC35G2 SLC7A1 SNAI2 SNAP23 SON SOX9 SPEN SPHK1 SPRED2 SRP72 SRSF6 ST3GAL1 STRN4 SUPT6H SWAP70 SYNE1 SYNJ2 TBC1D2 TGFB1I1 TIMP3 TM4SF1 TNS1 TOP1 TPBG TPST2 TRIB1 TUBA4A ULBP2 WSB1 WT1 WWP1 WWTR1 ZC3HAV1 ZMIZ1 ZMYM6 ZYX KIM_WT1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_DN AASDHPPT ABCD3 ACAP2 ACKR3 ACOXL ACTR2 ACTR6 ACYP1 ADSS2 AGAP1 AIRIM AKAP1 ANKRD12 APAF1 APEH APOE APPBP2 ARL4A ARL4C ARL6IP1 ARMC1 ARMCX1 ARMCX2 ARMCX6 ASAH1 ASCC3 ASF1A ASNS ASPM ATF2 ATP10D ATP5MC2P1 ATP6AP2 AURKA AURKB BAD BAG2 BARD1 BAZ2B BCL2L1 BDNF BECN1 BHLHE41 BICRAL BMP4 BMP5 BMPR1A BRD8 BRWD1 BUB1 BUB1B BUB3 C17orf75 C2CD5 C7orf25 CAPN7 CCDC85B CCNA2 CCND1 CCNF CCNG2 CD24P2 CDC14A CDC20 CDC40 CDC42EP3 CDC7 CDCA3 CDCA8 CDK1 CDK10 CDK2AP2 CDK5R1 CDK8 CDKN1B CENPA CENPC CENPE CENPF CENPI CEP350 CEP55 CEP57 CEP76 CETN3 CHMP5 CITED2 CKAP2 CKLF CKS2 COL1A1 COPS5 CPOX CPT1B CREM CRKL CRYGS CTCF CTR9 CUL4A CYP24A1 DAAM1 DBF4 DDIT4 DENND4C DERA DERL2 DGCR2 DLC1 DLEU1 DLGAP5 DNAAF2 DNAJB1 DNAJB4 DNAJB6 DNPH1 DPF2 DPYSL2 DRAP1 E2F5 EDF1 EFHC1 EID1 EIF2AK3 EIF4EBP1 ELOVL1 ELOVL6 ESM1 ESPL1 ESS2 F2RL1 FAAP24 FAM106A FAM111A FAM149B1 FAM200C FARSA FASTKD1 FBXL18 FCF1 FGD6 FLRT2 FNBP4 FUBP1 FUBP3 FXR1 FZD2 GADD45B GADD45GIP1 GAS2L1 GEMIN2 GJA1 GLRB GLS GLT8D1 GMNN GNAI1 GOLGA8G GOLPH3L GPALPP1 GPSM2 GRK5 GRSF1 GSTK1 GTF2H5 GTF2I GTSE1 H2AZ2 H2BC12L H2BC6 HADH HAPLN1 HBP1 HEMK1 HES1 HIKESHI HJURP HMGB2 HMGN5 HNRNPC HOXA9 HOXB13 HOXB6 HSD17B11 HSPA13 HSPA1A HSPA1B HSPA5 HTATIP2 HYAL4 ID1 ID2 IFI16 IFIT1 IFT74 IGF2BP3 IMP3 INTS13 IQSEC2 IRF2 IRS1 ITGA4 ITGB1 ITGBL1 KANSL2 KCNJ12 KDM3A KHDC4 KIF11 KIF14 KIF18A KIF20A KIF22 KIF23 KIF2C KLHDC10 KLHL2 KRT10 LAGE3 LAMB1 LAMTOR5 LARP4 LGR4 LIAS LIN37 LIPT1 LMO4 LSM2 LSM4 LSM5 LUM MAD2L1 MAGOH MAGT1 MANF MAP4K3 MAP4K5 MAPK14 MARCO MARS1 MBNL2 MDM1 MED21 MEPCE METTL3 MGAM MGAT2 MIR3648-1 MIS18BP1 MNS1 MOCS1 MPHOSPH9 MRPL13 MRPL19 MRPL34 MRPS18B MSH5 MTAP MYBL1 MYG1 MZT2B NAA40 NBN NBR1 NCAPG NCOA2 NDC1 NDC80 NDUFA4 NDUFA5 NEAT1 NEK2 NELFA NET1 NFATC3 NFYB NIF3L1 NKTR NMT2 NOX1 NR2F2 NRG1 NRP1 NUAK1 NUDT6 NUSAP1 OARD1 OIP5 ORC5 OXA1L PAPOLA PARG PARP2 PCGF1 PCNX4 PDE4DIP PDF PER3 PERP PEX10 PGGHG PHF3 PI4KB PIGF PIK3R3 PIKFYVE PILRB PIMREG PITX2 PKP4 PLA2G12A PLA2G4A PLAGL1 PLK2 PLOD2 PMAIP1 PMS1 POLD4 POLR2D POP5 PPIG PPM1A PPM1B PPM1D PPP2R5C PPWD1 PRDX2 PRIM2 PRMT7 PRPF31 PRPF40A PRR16 PSMC3 PSPH PSRC1 PTCD3 PTK6 RAB29 RAB6A RABGGTB RACGAP1 RAD21 RAD50 RAD51AP1 RAD51C RANBP6 RANGAP1 RAP2B RAPGEF2 RBM25 RCOR3 RDH11 REPIN1 REV1 REV3L RFC2 RHOBTB1 RIN2 RMDN1 RPL36 RPS25 RPS4XP3 RPS9 RSAD1 RSBN1 RSRP1 RWDD3 SAC3D1 SCRT1 SDF2L1 SDF4 SDHAF3 SEC22B SEC24D SEMA3C SERF2 SERP1 SFTPC SGK3 SGMS1 SHCBP1 SHH SHMT2 SIRT1 SKP2 SLC25A46 SLC26A2 SLC33A1 SLC38A2 SLC38A6 SLC5A3 SLF2 SMC3 SMURF2 SNAPC1 SNRPA1 SNTB2 SOAT1 SOD2 SPN SPTSSA SRSF10 SRSF11 ST6GALNAC5 STAM STIP1 STK17B SUGP2 TAF5 TBC1D31 TBC1D9 TBPL1 TBRG4 TCAF1 TCF7L2 TECR TFAP2C TGFB2 TGIF1 THAP11 THOC7 TIA1 TIAL1 TM2D3 TMEM120B TMEM160 TMEM165 TMEM267 TMPO TNFAIP8 TOB1 TOB2 TOP2A TPRA1 TPTE TRAM2 TRIM25 TRIM27 TRIM5 TRMT1L TST TTF2 TTK TUBGCP3 TUFT1 UBBP2 UBE2G1 UPF3A USP33 VAMP4 VPS13C WDR13 WIPI1 WSB1 XYLT1 YEATS2 ZBED5 ZBTB18 ZBTB20 ZCCHC2 ZCCHC8 ZFP64 ZMYM1 ZMYND8 ZNF184 ZNF205 ZNF292 ZNF302 ZNF34 ZNHIT1 ZZZ3 KIM_WT1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KIM_WT1_TARGETS_UP ABHD10 ACTB ACTG1 ACTN1 AKAP12 APP ARAP2 ARC AREG ARHGAP29 ARID5B ATG101 ATP13A3 ATP1B1 ATP2B1 B3GNT2 BAHD1 BAIAP2 BAZ1A BAZ2A BBS4 BHLHE40 BIN3 BMPR2 C1orf56 C3orf52 CA2 CALD1 CAPRIN2 CARD10 CBFB CCL2 CCN1 CCNE2 CD44 CD83 CDC42SE1 CDH2 CDK17 CERS6 CHD7 CHST3 COBL CSDC2 CSF1 CSNK1D CSPG4 CSRNP2 CX3CL1 CXCL8 CYP51A1 DAPK3 DNAJB5 DNMBP DOK5 DUSP5 EGR1 ENC1 ENO2 EPHA2 EREG ETS1 EVI2B F3 FERMT2 FGF1 FGF5 FHL2 FLNC FN3KRP FOSL1 FOSL2 FOXC1 FOXD1 GEM GFPT2 GLIPR1 GLS GRB10 GTF2IRD1 HBEGF HMGA1 HMGA2 HMGCS1 HNRNPL HPGDS IER2 IER3 IFNGR2 IGF2 IL11 IL1RAP IL2RA IL4R IMPA1 INHBA IQCG ITPKC JUNB KCNK1 KCTD5 KDM6B KLF10 KLF9 KRT17 LAMB3 LBH LEF1 LIF LITAF LPAR1 MAFF MAP2K3 MAP3K9 MAPK1IP1L MBP MSH6 MTMR1 MYC MYH10 MYO1E NAB1 NFATC1 NFKB1 NFKB2 NFKBIA NFKBIE NPC1 NR3C1 NR4A1 OTUD4 PCDH7 PDE10A PDGFA PDGFRA PDLIM4 PDLIM5 PHLDA2 PHLPP2 PITPNB PLAUR PLEKHG3 PMM2 PRKCD PRKCI PRR5 PTHLH PTPRE PTX3 RAB15 RAB40B RAI14 RARA RCOR1 RELB RGPD5 RGS4 RND3 RRAS2 SDC4 SENP5 SERPINE1 SF1 SFN SGK1 SH2B2 SH2B3 SH3BP5 SHB SLC20A1 SLC35G2 SLC7A1 SLPI SMAD3 SMCO4 SNAI2 SOWAHC SOX9 SPATA2L SPHK1 SPRED2 SPRR1B SPRY2 SRF SRSF5 SRSF6 ST3GAL1 ST3GAL5 SYDE1 SYNJ2 TBX3 TET3 THBS1 TIAM1 TIMP3 TM4SF1 TMC6 TNFAIP1 TNFAIP3 TNFRSF12A TNS1 TNS3 TPBG TRAF3 TRGC1 TRIB1 TRIO UCP2 UTP3 VCL WT1 WWTR1 ZEB1 ZFP36L1 ZMIZ1 ZNF365 ZYX KINNEY_DNMT1_METHYLATION_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KINNEY_DNMT1_METHYLATION_TARGETS ABCA15P APLNR ERVFRD-1 FFAR3 HAL MC4R MYOG NMS PRPH2 SLC12A3 SLC1A7 SOHLH2 SSTR5 SYCP2 URAD KINSEY_TARGETS_OF_EWSR1_FLII_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KINSEY_TARGETS_OF_EWSR1_FLII_FUSION_DN A2M AAMDC ABAT ADAMTS5 ADM AFF1 AJUBA AKR1C1 AKR1C3 ALDH1A1 AMIGO2 AMOTL2 ANGPT1 ANGPTL2 ANKRD6 AP5Z1 ARHGAP29 ARID5B ATG2A ATOH8 ATOSB ATP2B1 ATP2B1-AS1 BAIAP2 BCL9L BLCAP BOC BOD1L1 BTG1 C11orf96 C1orf54 C4orf3 CAMK2D CARD6 CCDC80 CCN1 CCN3 CCS CD59 CDC42EP4 CDON CEP164 CHPF CLEC2B CLIP3 COL1A1 COL3A1 COL5A1 COL5A2 COL7A1 COLEC12 CRABP1 CREB3L1 CRYBG3 CSRNP1 CST3 CTSD CYP20A1 CYP26B1 CYTH2 DAB2 DACT3 DAPL1 DCLK1 DDAH1 DISP1 DKK1 DLC1 DLX1 DLX2 DOK4 DOK5 DPP7 DR1 DSEL DST EBF1 ECE1 EFNA1 ELP2 EMCN ENPP2 EPHA3 EYA1 FAM131B-AS2 FAT3 FBN1 FBXL20 FKBP9 FLNB FMNL2 FN1 FNDC3B FOXC1 FOXN3 FOXO1 FRMD4A FRMD6 FSTL1 FZD1 G6PC3 GAB2 GEM GJA3 GMPPA GNAI1 GNAS GNS GOLGA2 GPNMB GRN GSN GULP1 H2AC18 H2AC25 H2AC6 H2BC21 H3C10 HBP1 HDAC5 HES1 HEXA HLA-E HMCN1 HOXB13 IER3 IER5L IGDCC4 IGF2BP2 IGFBP5 IGFBP7 IGFBPL1 IL11RA IL13RA1 IL17RD INAFM2 ING4 ISG15 ITM2C JAKMIP2 KCNMB4 KIAA1217 KIF26B KLF2 KLF7 KLHDC8B KLHL24 KLHL41 LAMA4 LAMB2 LAMC1 LDOC1 LGALS3BP LIMA1 LIMCH1 LINC00963 LINC02593 LINC02986 LMNA LMO2 LMO3 LMO7 LNPEP LOX LPAR6 LRP10 LRRC17 LRRFIP1 LRRN3 LSP1P5 LTBP3 LZTS3 MAGED1 MAGED4B MALAT1 MAN2A1 MAN2B2 MAP1LC3A MAP1LC3B MAP2 MAP2K5 MARCKS MB21D2 MEF2C MEF2D METRNL MFSD10 MFSD6 MGP MIR1245A MIR214 MIRLET7BHG MKNK2 MLC1 MLLT3 MMP24OS MSH3 MSRB2 MTURN MVP MXD1 MXD4 MXRA8 MYL5 MYLIP MYOM1 NAP1L1 NBL1 NCOR2 NEU1 NFIA NFKBIZ NICOL1 NLRP1 NPC2 NT5E NUAK1 NUDT17 NYNRIN ORAI2 ORAI3 OSR2 OXR1 PAPSS2 PARVA PBXIP1 PCDH18 PDCD4 PDP1 PHLDB1 PID1 PIK3R2 PLAU PLEKHJ1 PLG POSTN PPP1R9A PRND PRSS23 PSAP PTH1R PTX3 PXDC1 QSOX1 RBM41 RBMS3 RETREG2 RGS3 RGS5 RHOB RHOBTB1 RILPL2 RIN2 RNF150 RORB RPRM S100A10 SAT1 SATB1 SECISBP2L SELENBP1 SELENOP SEPTIN6 SEZ6L2 SGSH SHISA2 SIDT2 SIPA1L2 SLC20A2 SLC26A7 SLC35C2 SLC35D2 SLC38A7 SLC40A1 SLFN5 SMAD6 SMOX SNAPC4 SOX4 SPARC SPARCL1 SPHK1 SPSB3 SPTAN1 SRGAP1 SRRM2 STAT2 SULF2 TAGLN TANC2 TBC1D22A TCF7L2 TECPR1 TENM2 TENT5A TFPI TGFB2 TGFBR2 TGFBR3 THBS3 TIMP2 TMEM129 TMEM150A TMEM184C TMSB4X TNC TNRC6B TOX TP53INP1 TP53INP2 TRAK1 TRIM38 TRIM73 TRO TSHZ1 TSPYL2 TSPYL4 TUBA4B TUFT1 UBE2H UBXN4 VCL VGLL4 VIM WIPI2 XKR4 YIPF2 YPEL2 YPEL3 ZBTB43 ZCCHC24 ZFYVE1 ZNF423 ZNF436 ZNF804A ZNF827 ZYX KINSEY_TARGETS_OF_EWSR1_FLII_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KINSEY_TARGETS_OF_EWSR1_FLII_FUSION_UP AARS1 AASDHPPT AATF ABCB10 ABCF2 ABHD17C ABHD3 ACKR3 ACLY ACOT7 ACP1 ACSL4 ACTB ACTR2 ACYP1 ADD2 ADH5 ADRB3 ADSS2 AEN AFG3L1P AGAP1 AGO2 AHSG AIMP1 AIRIM AK2 AKAP12 AKIRIN1 AKNA AKR1B10 ALG13 ALG6 ALKBH2 ALKBH5 ALYREF AMER2 AMMECR1 AMPD1 AMZ2 ANKH ANKRD13C ANKRD46 ANKRD9 ANLN ANP32A ANP32E AP5M1 APBB2 APCDD1 APELA APIP APPL1 ARF1 ARG2 ARHGAP17 ARHGAP19 ARIH2 ARL4C ARL6IP6 ARMC1 ARPC2 ARPC5 ASAP1 ASF1A ASF1B ASNS ASPM ASRGL1 ATAD2 ATAD3A ATAD5 ATF1 ATF7 ATG5 ATL2 ATP23 ATP2A2 ATR AUNIP AURKA AURKB BAG2 BAG5 BARD1 BCAS4 BCCIP BCL6 BIRC5 BLM BLMH BLTP3A BMP2 BNIP1 BOLA1 BOP1 BORCS5 BPHL BRCA1 BRCA2 BRCC3 BRD7 BRF2 BRI3BP BRIP1 BRIX1 BUB1 BUB1B BZW1 C11orf58 C16orf87 C18orf54 C19orf48P C1QBP C1orf21 C1orf226 C1orf43 C2orf69 C4orf46 C6orf136 C9orf40 C9orf72 CA13 CACNB2 CACYBP CALM1 CAPZA2 CARNMT1 CASP8AP2 CAV1 CAV2 CBR3 CBS CCDC117 CCDC138 CCDC34 CCDC43 CCDC86 CCK CCNB1 CCNB2 CCNC CCND2 CCNE2 CCNF CCNJ CCT2 CCZ1 CDC20 CDC25A CDC25C CDC42SE2 CDC45 CDC5L CDC6 CDC7 CDCA2 CDCA3 CDCA4 CDCA5 CDCA7 CDCA8 CDH12 CDK1 CDK13 CDK2 CDK9 CDKAL1 CDKN2AIP CDKN3 CDR2 CDS1 CDT1 CDYL CEBPB CENPA CENPF CENPH CENPJ CENPL CENPM CENPN CENPO CENPS CENPV CEP135 CEP152 CEP55 CEP78 CEP85 CES1 CHAF1A CHAF1B CHAMP1 CHEK1 CHEK2 CHORDC1 CIAPIN1 CKAP2 CKAP2L CKAP5 CLCA1 CLDN1 CLEC11A CLGN CLN6 CLOCK CLSTN2 CMAS CMPK1 CNIH4 CNOT1 CNOT9 CNTNAP2 COA6 COIL COL4A1 COLGALT2 COMMD10 COPS3 COPS5 COQ9 CPD CPSF2 CRKL CRLF3 CRNDE CRYGS CRYZ CRYZL1 CSNK2A1 CSTF1 CSTF3 CTDSPL2 CTH CTPS1 CTSC CUL1 CUL3 CUX1 CWF19L2 CYB5A CYB5B CYB5R4 CYCS CYP4F22 CYRIB DAAM2 DAB1 DARS1 DARS2 DBF4 DBNDD1 DBNDD2 DBR1 DCDC2 DCK DCLRE1B DCP2 DCTPP1 DCUN1D1 DDB2 DDHD1 DDIAS DDX18 DDX19B DDX21 DDX39A DDX3X DDX54 DEK DENND2C DEPDC1 DEPDC1B DHFR DHX15 DHX33 DHX8 DICER1 DIDO1 DIMT1 DIPK2A DKC1 DLAT DLEU2 DLGAP5 DNA2 DNAAF5 DNAJB1 DNAJB6 DNAJC12 DNAJC9 DNAL1 DNMT1 DONSON DPF3 DPH3 DPYSL5 DTL DTYMK DUS2 DUS4L DUSP26 DYNC1I1 DYRK3 E2F1 E2F2 E2F5 E2F6 E2F7 E2F8 EAF2 EARS2 ECT2 EDEM3 EFCAB7 EIF1AX EIF2A EIF2B1 EIF2S2 EIF3M EIF4EBP1 EIF5A EIF5B ELAC2 ELOC EMC6 EMC8 EMC9 EME1 EMP2 ENO1 ENOPH1 ENSG00000288658 ENTPD3 EPB41 EPOR ERCC4 ERCC6L ERI1 ERO1A ESD ESF1 ESPL1 ESRP1 ETF1 ETNK1 ETS2 EXO1 EXO5 EXOC5 EXOSC2 EXOSC3 EXOSC9 FADS3 FAM111A FAM120AOS FAM161A FAM162A FAM199X FAM220A FAM72C FAM83D FAM91A1 FANCA FANCD2 FANCG FANCI FAR1 FARSB FAS FASTKD3 FBXO22 FBXO28 FBXO43 FBXO5 FCGRT FDX1 FEM1B FEN1 FGF13 FH FIGNL1 FIRRM FJX1 FLI1 FLRT2 FNIP2 FNTA FOXM1 FOXRED2 FRMD5 FSBP FUBP1 FUS G2E3 G3BP1 GABPB1 GALK2 GART GATA3 GCFC2 GCH1 GDAP1 GDE1 GDI2 GEMIN2 GEMIN4 GEMIN5 GEN1 GET1 GFM1 GFM2 GFPT1 GGA2 GHITM GINS1 GINS2 GINS3 GINS4 GLE1 GLOD4 GLRX3 GMCL1 GMNN GNB4 GNL2 GON7 GORASP2 GOT1 GPALPP1 GPAM GPD2 GPSM2 GRB10 GRIK2 GRK5 GRM2 GRPEL1 GRSF1 GSTM1 GSTM4 GTF2A1 GTF2A2 GTF2F2 GTF2H2 GTSE1 GYG2 H4C12 H4C3 HACD3 HADH HAPLN1 HAUS1 HAUS4 HAUS6 HAUS8 HELLS HIGD1A HJURP HK2 HLTF HMGB1 HMGB1P4 HMGB2 HMGB3 HMGB3P1 HMGN5 HMMR HNRNPA3P1 HNRNPAB HNRNPC HNRNPD HNRNPDL HNRNPF HNRNPH1 HNRNPL HNRNPR HNRNPU HOOK1 HOXD13 HS2ST1 HS6ST1 HSD17B2 HSF2 HSP90AA1 HSP90AB1 HSPA8 HSPA9 HSPD1 HSPH1 HTATSF1 HYLS1 ICMT IDH3A IDO1 IFI44 IFRD1 IGF2BP1 IL1RAP ILF3 IMMP1L IMPA2 INCENP INSYN2B IPO7 IQGAP3 ISG20L2 ISM2 ISOC1 ITGB2-AS1 ITGB3BP ITPK1 ITPR3 JADE1 JCAD JOSD1 JPH1 JPT2 KCNA2 KCNE3 KCNK3 KCNQ5 KCTD3 KCTD9 KDELR2 KDSR KIAA1143 KICS2 KIF11 KIF13B KIF14 KIF15 KIF18A KIF18B KIF20B KIF23 KIF2A KIF2C KIF4A KIF5B KLHL13 KLHL23 KMO KNL1 KNSTRN KNTC1 KPNA1 KPNA2 KPNB1 KRR1 LAMB3 LARP1B LARP4 LARS1 LBH LDB2 LEF1 LEMD2 LIAS LIG1 LIN52 LIN9 LINC00339 LINC01128 LINC02762 LINC03104 LIPT2-AS1 LMNB1 LMO4 LONRF1 LOXHD1 LPAR1 LRFN5 LRP8 LRR1 LRRC4C LRRCC1 LSM10 LSM4 LUC7L LYPD1 MAB21L3 MACROH2A2 MAD2L1 MAFB MAGOH MAP2K1 MAP2K2 MAP3K7 MAP7D2 MAPK6 MAPKAP1 MAPRE1 MASTL MAT2A MAT2B MATCAP2 MATR3 MAZ MBD3L2 MBD4 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCMBP MCUR1 MDC1 ME1 ME2 MED17 MED6 MED8 MEIOB MELK MEMO1 METAP2 METTL21A METTL4 METTL8 MFF MGAT4C MGME1 MIB1 MIEF1 MIS12 MITD1 MKI67 MKRN2 MLX MN1 MND1 MPDU1 MPHOSPH9 MRM2 MRO MRPL15 MRPL19 MRPL30 MRPL39 MRPL42 MRPL48 MRPL50 MRPS10 MRPS15 MRTO4 MSANTD3 MSH2 MSH6 MT1F MTDH MTFMT MTFR1 MTHFD1 MTHFD2 MTMR4 MTMR6 MTO1 MYB MYBBP1A MYBL1 MYBL2 MYO19 MYOM2 MZT1 N4BP2 NAA50 NADK NANOS1 NANP NAP1L4 NARS2 NBN NBPF3 NBPF9 NCAPD2 NCAPG NCAPG2 NCAPH NCBP1 NCKAP1L NDC1 NDC80 NDFIP2 NDUFAF4 NECTIN3 NEDD4 NEIL3 NEK2 NEK4 NEMP1 NET1 NETO2 NEXMIF NFATC3 NFYA NFYB NFYC NGFR NIFK NIP7 NIPA1 NLGN4X NMB NMI NMT1 NOC3L NOL12 NOL7 NOM1 NONO NOP56 NPM1 NPM1P22 NPY1R NR0B1 NR2F2 NRAS NRN1 NSD2 NSD3 NSFL1C NSG2 NSUN4 NTAQ1 NTN4 NUCKS1 NUDCD1 NUDCD2 NUDT12 NUDT21 NUDT4 NUDT5 NUF2 NUFIP1 NUP153 NUP155 NUP160 NUP205 NUP35 NUP50 NUP58 NUP62 NUP85 NUP88 NUSAP1 NXT2 OBI1 OGFRL1 OIP5 OMA1 ORC1 ORC2 ORC5 ORC6 ORMDL1 OSBPL3 OTUD6B OTX2 OTX2-AS1 OXCT1 PA2G4 PABIR2 PACRGL PAICS PAK2 PALS1 PALS2 PANK3 PAQR3 PAQR4 PAQR5 PARD6B PARP1 PARP11 PARPBP PASK PATL1 PAWR PAX6 PAX7 PBRM1 PCBP1 PCGF5 PCK2 PCLAF PCNA PDS5A PDS5B PECR PER2 PEX2 PFKP PGD PGK1 PGLYRP2 PGRMC1 PHF20L1 PHF5A PHLPP2 PI15 PI4K2B PIAS2 PIGX PIMREG PINX1 PISD PKMYT1 PKP1 PKP2 PKP4 PLAA PLAUR PLEKHF2 PLK1 PLK4 PLP2 PLRG1 PLS1 PLSCR1 PLXDC2 PMAIP1 PNMA2 PNO1 POC1A POC1B POC5 POGK POLA1 POLA2 POLD3 POLE2 POLE3 POLQ POLR2D POLR2K POLR3C POLR3F POP1 POU3F2 PPA1 PPA2 PPARGC1B PPAT PPFIA1 PPID PPIF PPP1R16B PPP1R1A PPP1R2 PPP1R7 PPP1R8 PPP2R1B PPP2R2A PPP2R2D PPP2R5C PPP2R5D PPP2R5E PPP5C PPP6C PRAMEF1 PRC1 PRDX3 PRIM1 PRIM2 PRIMPOL PRKAA1 PRKCB PRKD1 PRKD3 PRKDC PRMT6 PROM1 PROSER1 PRPF4 PRPF40A PRPS1 PRPS2 PRR11 PRR14 PRR5L PRUNE1 PSAT1 PSMC3 PSMC3IP PSMD1 PSMD10 PSMD11 PSMD13 PSME3 PSMG1 PTBP1 PTBP3 PTGER3 PTMAP3 PTP4A1 PTPN11 PTPN5 PTPRF PTTG1 PTTG3P PUDP PUS1 PUS7 PWWP3B PXN QRSL1 RAB14 RAB1A RAB23 RAB28 RAB3IP RAB8A RAC1 RACGAP1 RAD1 RAD18 RAD23A RAD51 RAD51AP1 RAD51C RAD54B RAD54L RADX RALGPS2 RANBP1 RANBP9 RANGAP1 RAP1A RAP1GAP RAPH1 RBBP4 RBBP5 RBM11 RBM12 RBM14 RBM27 RCC1 RCN3 RCOR1 RFC1 RFC2 RFC3 RFC4 RFC5 RFWD3 RHEB RHNO1 RHOH RIDA RIF1 RLIG1 RMI1 RMI2 RNASEH2A RNF115 RNF126 RNF138 RNF175 RNF182 ROR1 RPA1 RPE RPP25 RPRD1A RPS2 RRM1 RRM2 RRP1B RRS1 RSPRY1 RTCA RTN4IP1 RTTN RUBCNL RUVBL1 RXYLT1 SAE1 SAFB SCMH1 SCNN1G SDHAF3 SDHC SEC11C SEH1L SELENOT SEMA5B SENP3 SENP6 SEPHS1 SEPTIN10 SERBP1 SERP1 SET SF3A1 SFPQ SFRP2 SGK3 SGO2 SH2B3 SH3GL3 SHMT1 SIK3 SINHCAF SIPA1L1 SIRPA SIRPAP1 SKA1 SKA2 SKA3 SKP2 SLAIN1 SLBP SLC16A1 SLC16A1-AS1 SLC17A7 SLC19A1 SLC1A3 SLC1A4 SLC1A5 SLC20A1 SLC24A3 SLC25A14 SLC25A21 SLC25A32 SLC25A33 SLC29A1 SLC30A5 SLC35A3 SLC35F2 SLC35F3 SLC37A4 SLC38A5 SLC3A2 SLC43A3 SLC5A6 SLC9A3 SLCO4A1 SLF1 SLF2 SLFN11 SMAD4 SMARCC1 SMC2 SMC3 SMC4 SMC6 SMCO4 SMN1 SMYD4 SNAPC5 SNAPIN SNRNP27 SNRNP40 SNRNP48 SNRPA SNRPA1 SNRPD1 SNRPF SNW1 SOAT1 SORD SOX2 SPATA13 SPC25 SPDL1 SPOPL SPPL2A SPRED2 SQLE SRD5A3 SRGAP2 SRP54 SRP72 SRPK2 SRR SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SS18 SSH1 SSRP1 SSX2 SSX2IP STAG1 STAU2 STEAP1 STEAP2 STIP1 STK32B STUM STX18 SUCLA2 SUDS3 SUGT1 SUV39H1 SUV39H2 SV2B SVIP SYCP1 SYN1 SYNPR TACC1 TACC3 TAF1A TAF2 TAF5 TAFA5 TAMM41 TBCE TCEA1 TCF19 TCP1 TEAD2 TEAD4 TEDC2 TEFM TEX30 TFAP2B TFDP1 THAP1 THOP1 THUMPD3 TICRR TIMELESS TIMM21 TIMM29 TIMP3 TIPIN TK1 TKT TLK1 TM9SF3 TMED2 TMED5 TMEM107 TMEM132B TMEM19 TMEM237 TMEM245 TMEM38B TMEM70 TMEM71 TMEM97 TMPO TMPO-AS1 TMSB15A TMTC3 TMX1 TNFSF13B TNS1 TOMM22 TOP2A TOX2 TPD52 TPRKB TPX2 TRA2B TRAF3 TREX2 TRHDE TRIB3 TRIP13 TRMT13 TRMT6 TRMT61B TRNP1 TROAP TRPC4 TRPM4 TSEN15 TSEN2 TSEN54 TSN TSR1 TTC33 TTF1 TTF2 TTK TUBB2A TUBB6 TUBE1 TUBG1 TUBGCP3 TUBGCP4 TXLNG TYMS UAP1 UBA2 UBE2G1 UBE2G2 UBE2J2 UBE2N UBE2S UBE2T UBE2V2 UBE3A UBE3D UBE4B UBQLN1 UBR1 UBR3 UBR5 UBR7 UCHL5 UCK2 UGT3A1 UHRF1 UMAD1 UMPS UQCC3 UQCRC2 URI1 USP1 USP10 USP21 USP31 USP37 USP39 USP45 USP47 USP6NL USPL1 UTP4 UVRAG VAMP3 VAV1 VEGFA VKORC1L1 VPS29 VWA5A WBP11 WDHD1 WDR4 WDR5 WDR76 WDSUB1 WEE1 WWOX WWP1 XG XPNPEP1 XPNPEP3 XPO4 XPO5 XPO7 XRCC5 XRN2 YBX1 YEATS4 YME1L1 YRDC YWHAE YWHAH ZCCHC8 ZDHHC6 ZHX1 ZIK1 ZNF107 ZNF138 ZNF207 ZNF232 ZNF280C ZNF354C ZNF367 ZNF398 ZNF496 ZNF507 ZNF512 ZNF567 ZNF639 ZNF680 ZNF681 ZNF746 ZNF76 ZNF850 ZNF93 ZNRF3 ZPR1 ZRANB3 ZW10 ZWILCH ZWINT KLEIN_PRIMARY_EFFUSION_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KLEIN_PRIMARY_EFFUSION_LYMPHOMA_DN ALDH5A1 BCAR3 BCL11A BIRC3 BLNK BTG2 CAPG CCDC6 CD19 CD22 CD24 CD27 CD40 CD52 CD72 CD79A CD79B CTSH CXCR5 DBI DEK ETS1 FADS3 GATM GPX7 GSTP1 HLA-DMA HLA-DMB HLA-DQB1 ID3 IGHV5-78 IRAG2 IRF8 MAPRE2 MMD MS4A1 MSL3 NCF4 PAWR PKIG POU2F2 PTPN6 RASSF2 RIPOR2 SCRN1 SEL1L3 SH3BP5 SIT1 SPIB ST6GAL1 STX7 SWAP70 SYPL1 TLE5 TMEM131L TRAF5 VNN2 ZHX2 KLEIN_PRIMARY_EFFUSION_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KLEIN_PRIMARY_EFFUSION_LYMPHOMA_UP ADAM15 AGPAT2 ALDH1L1 ALG3 AQP3 ATP2A2 BCAP31 CASP7 CFHR4 CFI CTRL DAZL DHX30 DPY19L1 EIF4A1 GANAB GLDC GPAA1 GPI GTF3C1 GUSB GZMA HSPA4L IL10 IL2RB ILF3 IQGAP2 IRF4 LDLR LTA4H MUC1 NCOR2 NFIB P4HA1 PAM PLOD1 PLPP3 PRDM1 PTP4A3 RABGGTA RPN2 SELPLG SRGAP2 SULT1A2 TNFRSF8 TPO VARS1 VDR VEGFA ZMYM3 KLEIN_TARGETS_OF_BCR_ABL1_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KLEIN_TARGETS_OF_BCR_ABL1_FUSION ANPEP BLNK BTK CBFA2T2 CD19 CD33 CD38 CD40 CD79A CSF1R CSF3R CXCR4 DNTT EBF1 GATA1 GYPC IGBP1 IGHMBP2 IKZF1 IL3RA IL7R IRAK1 IRF4 ITGAL MLF2 MNDA MPO MYD88 MZF1 NCF4 NUP98 PAX5 PML POU2AF1 POU2F2 PROM1 PTPRC RAG1 RAG2 RUNX1 SEPTIN9 SIGLEC8 SPIB SYK TCF3 TNFRSF13B KOBAYASHI_EGFR_SIGNALING_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_EGFR_SIGNALING_24HR_DN ABCE1 ACOX2 ADORA2B AREG ASF1B ASPM ATAD2 AURKA AURKB AXL BARD1 BIRC5 BLM BRCA1 BUB1 BUB1B CARD10 CCNA2 CCNB1 CCND1 CCND3 CCNE2 CCNF CDC20 CDC25A CDC42EP1 CDC45 CDC6 CDCA3 CDCA4 CDCA8 CDK1 CDK2 CDKN3 CDT1 CENPA CENPM CENPN CENPU CEP55 CHAF1A CKLF CKS1B CKS2 CMC2 CSE1L CTPS1 CX3CL1 DBF4 DCBLD2 DDX39A DEPDC1 DHFR DKK1 DLGAP5 DNAJC9 DONSON DPAGT1 DSCC1 DSN1 DTL DUSP4 DUSP5 DUSP6 DUT E2F1 E2F8 ECT2 EEF1E1 ELL2 ENO2 ERCC6L EREG ESPL1 ETV1 ETV5 EXO1 EXOSC8 EZH2 FABP5 FAM111A FAM216A FAM86C1P FANCI FEN1 FOSL1 G0S2 GALNT10 GINS1 GINS2 GINS3 GJB3 GMNN GPSM2 GTSE1 H2AX H2AZ1 H4C3 HAT1 HELLS HJURP HMGA2 HMGB2 HMMR HNRNPDL HSPA14 IER3 IL11 ITGA6 KIF11 KIF14 KIF15 KIF18B KIF23 KIF2C KIF4A KPNA2 LMNB1 LMNB2 MAD2L1 MAFF MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MET MKI67 MSH2 MSH6 MYBL1 MYBL2 NAA15 NAP1L1 NCAPD3 NCAPG NCAPG2 NCAPH NDC80 NEK2 NEMP1 NETO2 NME1 NOC3L NOLC1 NOP56 NRG1 NT5E NUDT15 NUSAP1 OASL ODC1 ORC1 ORC6 PA2G4 PAICS PARP2 PBK PCNA PHLDA2 PIMREG PKMYT1 PLK1 PLK4 PNN POLA1 POLA2 POLE2 POLR2D POLR3K PPIF PRC1 PRIM1 PRPS1 PSAT1 PSMC3IP PSRC1 PUS7 RACGAP1 RAD51 RAD51AP1 RAD54B RANBP1 RANGAP1 RFC2 RFC3 RFC4 RFC5 RFWD3 RMI1 RNASEH2A RRM1 RRM2 RRP15 SHCBP1 SLC20A1 SLC29A1 SLC43A3 SLCO4A1 SMC2 SMC4 SNRPA1 SNRPD1 SOX9 SPAG5 SPC25 SPDL1 SPHK1 SPRED2 SRM SRSF7 STC1 STEAP1 STIL TCN1 TCOF1 TEX30 TFDP1 TFPI2 TGFA TIMELESS TIPIN TK1 TMEM158 TMPO TNFRSF12A TNFRSF6B TOP2A TPX2 TREX2 TRIP13 TTK TUBA1A TUBB TUBB2A TUBB4B TUBB6 TUBG1 TYMS UBE2C UBE2S UCK2 UNG UPP1 USP1 VRK1 WWTR1 ZC3HAV1 ZWILCH ZWINT KOBAYASHI_EGFR_SIGNALING_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_EGFR_SIGNALING_24HR_UP ABHD4 ACP5 ACSL1 ADCY9 AHNAK2 AKR1B10 ALDH6A1 ANXA4 ANXA8 AOPEP AQP3 ASS1 BCAM BCL6 BDH2 CALCOCO1 CBLB CCN5 CCNG2 CD74 CDK19 CEBPD CEP68 CLDN3 CPD CPE CTSH CYP1B1 DEPTOR DPYD DRAM1 EDIL3 EPB41L1 EPHX1 FTH1 FXYD3 FZD5 GLUL GPNMB GPX3 GRN GSN H1-2 H2AC18 H2AC6 H2BC12L H2BC21 H2BC5 H2BC7 H3C10 HCFC1R1 HEG1 HLA-DMA HMOX1 ID2 ID3 IRF7 KLHL24 LIMCH1 LXN MAN1A1 MAOA MUC1 MXI1 NEBL NIBAN1 NUPR1 PBX1 PBXIP1 PDCD4 PELI1 PIK3IP1 PIK3R3 PPL PROS1 PSG1 PSG3 PSG4 PSG6 PSG7 PSG9 PSMB10 RAB15 S100P SCNN1A SELENBP1 SOX4 ST6GALNAC2 SYNE2 TBC1D9 TJP3 TMT1A TP53TG1 TPP1 TRIM2 TSC22D3 VAV3 VPS13C WDR45 YPEL5 ZNF117 ZSCAN31 KOBAYASHI_EGFR_SIGNALING_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_EGFR_SIGNALING_6HR_DN CCN1 CCND1 CX3CL1 DUSP4 DUSP5 DUSP6 EPHA2 F3 FOSL1 G0S2 HMGA2 IER3 IL11 JUN MAFF PHLDA2 TGFA VEGFA KOBAYASHI_EGFR_SIGNALING_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_EGFR_SIGNALING_6HR_UP AQP3 CCNG2 CEP68 KLHL24 PDCD4 PELI1 TMT1A KOBAYASHI_RESPONSE_TO_ROMIDEPSIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOBAYASHI_RESPONSE_TO_ROMIDEPSIN ARL4D CXCL8 DENND3 DNAJC27 EFNB2 ELOVL4 FABP6 FOS GTF2B KLHL7 LPIN1 MERTK MICA NGFR PMEL RAB3IP RB1CC1 SYT11 TNFAIP6 KOHN_EMT_EPITHELIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOHN_EMT_EPITHELIAL ADAP1 ATP2C2 CLDN3 CLDN4 CLDN7 EHF EPN3 ESRP1 ESRP2 GRHL1 GRHL2 IRF6 LLGL2 MARVELD2 MARVELD3 MYO5B OVOL1 PRSS8 RAB25 S100A14 ST14 TJP3 KOHN_EMT_MESENCHYMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOHN_EMT_MESENCHYMAL AP1M1 BICD2 CCDC88A CMTM3 EMP3 GNB4 IKBIP MSN QKI SNAI1 SNAI2 STARD9 VIM ZEB1 ZEB2 KOHOUTEK_CCNT1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOHOUTEK_CCNT1_TARGETS ABCB1 ABHD14B ACADVL AHNAK2 ANXA5 AQP3 ARL4C BBS2 BBS7 BMP1 C15orf48 CAPNS1 CCNT1 CD68 CHRNB1 CLDN4 CLN3 CLTB COL7A1 CRYAB CXCL16 DNER EEIG1 ENPP5 FHL2 GALM GPX2 HSD3B7 HTRA1 ITGB4 KRT14 KRT18 MAGEC2 MROH1 MVP MYL11 PATL2 PGC PROS1 PTER PXDC1 S100A1 S100A13 SFN SLC39A4 SNHG11 SQSTM1 STMN3 TACSTD2 TBX3 TEX19 WDR45 KOHOUTEK_CCNT2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOHOUTEK_CCNT2_TARGETS ARL4A C1orf198 CALCA CCNO CCNT2 CDX2 CENPM CEP295 CEP97 CERCAM CFAP144 CPSF4L CRLF1 CROCC2 CSN3 DCXR DDX6 DPP4 EPDR1 FLYWCH2 FST FZD10 GABARAPL1 GNAI1 GSTT2 HAS2 HOMER2 LEFTY1 LEFTY2 LMNTD2 MAN2B1 MLXIPL MMP2 MYO1F NANOS3 NEXMIF NODAL NOTCH4 NPHS1 NT5E PRAMEF12 PSORS1C2 RBP7 RETSAT RNASEH2C SALL3 SLC4A7 SNX30 SP5 ST3GAL6 TET1 TEX19 TMEM253 TMEM54 TRH TRIM67 TRMT1 ZC3H13 KOINUMA_COLON_CANCER_MSI_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOINUMA_COLON_CANCER_MSI_DN AXIN2 CHMP4B EMP1 HSPH1 LAPTM4B MLH1 PMEPA1 QPRT KOINUMA_COLON_CANCER_MSI_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOINUMA_COLON_CANCER_MSI_UP ANP32E CD109 CTNNB1 CXCL10 CXCL9 ERH FBXL16 HLA-DMB HNRNPL HOXC6 LAP3 NCAPG PSMB5 RPL22L1 TPBG TYMS KOINUMA_TARGETS_OF_SMAD2_OR_SMAD3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOINUMA_TARGETS_OF_SMAD2_OR_SMAD3 ABCA5 ABCB6 ABCF2 ABHD2 ABL1 ABLIM1 ABR ACAD9 ACADVL ACOT2 ACOX1 ACTN1 ACTR3B ACYP1 ADAM19 ADAMTS6 ADGRF1 ADGRG1 ADK ADM AEN AFAP1L2 AFDN AGAP3 AGGF1 AGPS AHNAK AHR AIFM1 AKAP13 AKIP1 AKIRIN2 AKR1C1 ALCAM AMOTL1 AMOTL2 ANKRD10 ANKRD10-IT1 ANKS6 ANLN ANO1 ANTXR2 ANXA2 ANXA3 ANXA4 ANXA8 AP1S2 AP3S1 AP4B1 APOBEC3B APOO ARFGAP3 ARHGAP21 ARHGAP32 ARHGDIB ARHGEF3 ARHGEF37 ARHGEF5 ARID1A ARID2 ARID3B ARL14 ARL4A ARRDC1 ATAD2 ATF3 ATG12 ATP1B3 ATP6V1D ATP6V1E1 ATXN1 B3GALNT2 B3GNT5 BABAM2 BACH1 BAIAP2L1 BAZ1B BCAR3 BCAT1 BCL2L11 BCL7B BCL9L BCR BLCAP BLOC1S2 BLZF1 BMPR2 BNC1 BRD2 BRIX1 BTBD10 BTBD7 BTG1 BTG2 BUD23 C15orf39 C1orf116 C3orf52 C8orf58 C9orf78 CALD1 CALM2 CAMKK1 CAPNS1 CARNMT1 CASP1 CAST CASZ1 CAV1 CBL CBX3 CCL2 CCN1 CCN2 CCP110 CD109 CD44 CD55 CD59 CDC42EP3 CDC45 CDC6 CDCA4 CDK5 CDKN1A CDV3 CEMIP2 CEP350 CEP57 CERK CFAP68 CGN CHD3 CHD9 CHMP4B CHPF2 CIPC CIRBP CKMT1B CLCF1 CLDN4 CLDN7 CLIP1 CLIP2 CLSTN1 CLTC CLU CMIP CNIH1 CNTNAP3 COBLL1 COL12A1 COL17A1 COL7A1 COPS8 COQ2 COQ4 CORO1C COTL1 CPNE2 CPSF6 CRABP2 CREB3 CSRNP1 CTBS CTNNAL1 CTPS1 CXCL6 CXXC5 CYP26B1 CYP27C1 DAB2IP DACT1 DAPP1 DCAF11 DCLRE1B DEAF1 DEDD DENND1B DENND2B DENND2C DENND4A DENR DEPDC7 DHRS3 DHX32 DKK3 DMTF1 DNAJB2 DNAJC2 DNAJC25 DNAJC30 DOCK5 DRAP1 DSC2 DSE DSG2 DSG3 DSG4 DSP DST DSTN DTL DUSP10 DUSP14 DUSP6 DYNLT2B ECH1 EDAR EDIL3 EDN1 EEF2KMT EFNA1 EGFR EHF EIF2S1 EIF4A2 EIF4E EIF4H ELK3 ELL2 EMP1 ENAH ENC1 ENO1 EPHA2 EPN2 ETS1 ETS2 EXT1 EXT2 EXTL2 F11R F2RL1 F3 FADS1 FAM107B FAM217B FAM76B FAM83A FAM86C1P FANK1 FAR1 FASTK FAT1 FAT2 FCHO2 FEM1B FERMT1 FGD2 FGD3 FHL2 FKBP1A FKBP2 FLOT1 FOSL1 FOSL2 FOXO3 FRMD6 FST FUBP1 FURIN GABARAPL1 GAD1 GADD45A GALNT11 GANC GATA3 GBA1 GDE1 GLS GLUD1 GNB5 GNG10 GNG12 GNG5 GOLM2 GPC1 GPN1 GPNMB GPR39 GPR87 GPRC5A GRHL3 GSE1 GSPT1 GSS GTF2H2 GTF2I GTF2IRD1 GTF2IRD2 GTF3C5 H2AC18 H2AZ2 H2BC21 H2BC7 HBEGF HCAR3 HCFC1R1 HELZ HERPUD2 HES1 HIC2 HIP1R HNRNPA2B1 HNRNPH1 HNRNPH3 HNRNPK HNRNPUL1 HOXA10 HOXA3 HOXA5 HOXA7 HOXC6 HOXD11 HS3ST2 HSDL2 HSPA5 HSPE1 ID1 IER3 IFNGR1 IFRD1 IGFBP3 IKBKG IL18 IL1RL1 IL4R INO80C INPP5A INSIG2 INTS7 IRF2BP2 IRF2BPL IRF6 IRX4 IST1 ITGA2 ITGAV ITGB1 ITGBL1 ITPRIP IVL IVNS1ABP JMJD1C JUNB JUP KANK1 KBTBD2 KCNJ15 KCNK1 KCTD1 KDM3A KIAA0753 KIFC3 KLC4 KLF10 KLF3 KLF6 KLF7 KMT2C KNOP1 KPNA1 KPNA4 KRT13 KRT14 KRT15 KRT17 KRT19 KRT4 KRT5 KRT6A KRT7 KRT7-AS KRT8 KRT80 LAD1 LAMB3 LAMC1 LAMC2 LEO1 LGALS3 LGALS8 LIMA1 LIMK2 LINC01089 LINC01503 LNPEP LNX2 LPAR1 LRRC37B LRRC61 LSM10 LTBP2 LTBP3 LYPD1 MAFK MAL2 MALAT1 MALT1 MAML2 MAN1B1 MAP2K3 MAP3K14 MAPK6 MAPK8 MAPRE2 MARK3 MARVELD1 MAST4 MASTL MBD4 MBNL1 MBNL2 MBOAT1 MBOAT2 MBTD1 MCFD2 MCL1 MDC1 MDFI MEAK7 MEF2A MELTF MET METTL17 MFN2 MFSD12 MGME1 MGST3 MICALL1 MICALL2 MIOS MIRLET7BHG MISP MITF MKKS MMP10 MMP9 MNT MOB3B MOB4 MORF4L1 MPZL1 MPZL2 MRPL2 MSANTD3 MT2A MTFP1 MTHFR MTMR11 MXRA7 MYC MYH9 MYO10 MYO5B MYOF MZT2B NANP NBPF14 NCEH1 NDE1 NDRG1 NDST1 NEDD4 NEDD4L NET1 NFE2L1 NFIL3 NFKB1 NFX1 NHS NIBAN2 NME1 NME2 NME7 NOTCH2 NOTCH2NLA NPC1 NPIPA1 NPTN NPTN-IT1 NQO2 NSFL1C NSUN5 NT5E NUB1 NUCKS1 NUDCD3 NUDT18 NUP42 NXT1 OCLN OLFML2A OLR1 ORC6 ORMDL3 OSBPL1A OSBPL3 OSBPL7 OVOL1 PAK6 PALM2AKAP2 PARP4 PARP8 PAWR PC PCBP1 PCDH1 PDLIM1 PERP PEX13 PFKFB2 PFN1 PHF13 PHF19 PHLDA2 PHLDB1 PHLDB2 PICALM PIK3C2B PIM1 PIP5K1A PISD PKM PKP2 PLAU PLCXD2 PLD1 PLEC PLEK2 PLEKHA1 PLEKHG3 PLOD2 PLP2 PLS3 PLXNA2 PMEPA1 PML PMS2P2 PNMA1 PNP POGZ POLD4 POLG POLR1D POLR1G POLR2J POLR2J4 PPA1 PPIP5K1 PPP1R13L PPP2R2D PPP3CA PPT2 PRDM10 PRDX1 PRKAB2 PRKAG2 PRKCH PRNP PRR15 PRR34-AS1 PRRG4 PRSS22 PRSS23 PRXL2A PSMC2 PSMD14 PTBP3 PTGES PTGFRN PTHLH PTK2 PTP4A1 PTPN21 PTPRB PTPRF PTPRK PTPRU PURB QKI RAB38 RAB4A RABGAP1 RABL2B RAD1 RAD9A RANGAP1 RAP2A RAP2B RAPGEF1 RASA2 RASAL2 RASSF5 RBKS RBM25 RBPJ RCBTB1 RCC1L RDH11 RDH13 REPIN1 RFC2 RGPD5 RGS12 RHEBP1 RHOC RHOD RIN1 RIN2 RIN3 RING1 RIOK3 RIPK4 RMI1 RNF168 RNH1 RPL24 RPL3 RSPRY1 RTN4 RTTN RUNX1 RXRB S100A10 S100A2 S100PBP SAMD9 SARAF SAT1 SAV1 SBDS SCNN1A SCRN1 SDR16C5 SEC14L2 SEPTIN9 SERF1A SERINC2 SERPINB2 SERPINB5 SERPINB7 SERPINB8 SERPINE1 SERTAD2 SERTAD4 SESTD1 SETBP1 SFN SFR1 SGMS1 SGPL1 SH2D4A SH3PXD2A SH3RF1 SHLD2 SIAH2 SIGIRR SIN3A SKIL SLC1A3 SLC20A1 SLC25A24 SLC25A28 SLC30A7 SLC35D1 SLC35F2 SLC37A2 SLC38A2 SLC39A13 SLC48A1 SLC49A4 SLC4A11 SLC4A2 SLC7A1 SLC7A5 SLC7A6 SLC7A8 SLC9A1 SLX1B SLX4IP SMAD1 SMAD3 SMAD6 SMAD7 SMC2 SMG1 SMG7 SMIM3 SMOX SMPD4 SMURF1 SMURF2 SNAI2 SNAP23 SNRPE SNX5 SNX7 SPAG9 SPATS2L SPECC1 SPIN1 SPRED1 SPRED2 SPTBN1 SREBF1 SRI SRSF3 SSBP3 ST6GALNAC4 ST7 STAM2 STARD4 STK10 STK17A STON2 STX6 SULF2 SULT1A1 SULT1A3 SUN1 SUSD1 SUSD6 SVIL SYK SYNE2 TAGLN2 TAX1BP1 TBC1D15 TBC1D2 TBK1 TBL1XR1 TBL2 TBX3 TCEA1 TCF4 TEDC1 TES TFAP2A TFAP2C TFPI2 TGFA TGFBI TGIF1 TGM2 THADA THBD THBS1 THOC6 TINAGL1 TIPARP TJP1 TJP2 TLCD3A TLE1 TLN1 TM4SF1 TMBIM1 TMCO3 TMEM170A TMEM259 TMEM80 TMEM87A TMEM87B TMOD3 TNC TNFRSF12A TNFRSF1A TNPO1 TPD52 TRA2B TRAF7 TRAM1 TRAPPC3 TRIM25 TRIM32 TRIM56 TRIM8 TRUB2 TSC22D1 TSC22D2 TSKU TSPAN15 TSTD1 TTL TUBB TUBB2A TUBB6 TUFT1 TUT4 TXN TXNRD1 TYW1 UBC UBE2D1 UBE2R2 UBQLN1 UFD1 UGT1A10 UHRF1 UPP1 USPL1 UTP25 VCL VDAC2 VIM VPS13C VPS35 VPS35L VTI1B WASF2 WASH3P WASH5P WBP4 WDFY3 WDR81 WDR89 WEE1 WNT9A WWC1 WWTR1 YAP1 YARS1 YME1L1 YOD1 YWHAZ ZBED2 ZC3H12A ZDHHC3 ZFP36L1 ZFP91 ZMYND8 ZNF143 ZNF148 ZNF335 ZNF362 ZNF462 ZNF592 ZNF703 ZNG1A ZSCAN25 ZW10 KOKKINAKIS_METHIONINE_DEPRIVATION_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOKKINAKIS_METHIONINE_DEPRIVATION_48HR_DN AKAP9 ATF2 ATM AURKB BIRC5 CALM1 CANT1 CDA CDC25B CDK5 CEBPG CTH CTPS2 DDIT3 DNMT1 DVL3 EBP ECHDC2 FGF2 FGFR1 GSTA4 GSTK1 GSTM1 GSTM5 HDAC1 IFNG IFRD1 IFRD2 IGFBP4 IGFBP5 IGFBP6 IRAK1 IRF7 LEF1 MAP3K14 MAPK14 MET MGST3 MPG MTAP MTFMT MYC NME1 NME2 NOXA1 NT5C OGG1 PDGFD PMVK PRKCA RAD54B RPS6KA5 RRM1 SMAD5 SOS1 SOS2 TK1 TNFSF13 TOP1 TYMS UPP1 KOKKINAKIS_METHIONINE_DEPRIVATION_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOKKINAKIS_METHIONINE_DEPRIVATION_48HR_UP ABL1 AK4 APAF1 BAX BGN BHMT BID BIRC3 BMP2 BORCS8 BRCA1 BTG2 BTG3 CASP1 CASP3 CASP6 CASP7 CAV1 CCNB1 CCNB2 CCNE1 CCNE2 CDC25A CDH1 CDK1 CDK2 CDKN1A CDKN1B CDKN2B CFLAR CREBBP CXCL8 DAPK1 DCN DCTD DPYD DUT EGR3 ERBB2 ERBB3 ERCC1 EREG FANCG FAS FDFT1 FEN1 FGF11 FGF7 FZD1 GADD45A GJA1 GPX3 GSR GSTM1 GSTO1 GSTP1 GTF2H4 GTF2H5 HGF HMGCR HSP90AA1 HSPB1 IDI1 IFNA10 IFNGR1 IGF2R IGFBP2 IGFBP3 IGFBP7 IL1A IL1B IL1R1 IL6 IL6ST IRF6 JUN LITAF LUM MAP3K1 MAP3K9 MARS1 MAT2B MGMT MGST2 MMP2 MTR MYD88 NFKBIA PDGFRA PDGFRB PERP PLAT PLAU PLAUR PNP POLB POLG POLQ POLR2E PRKACB PTEN RAD23B RHOB RNASEL RTP4 SC5D SHC1 SHC3 SKIL SMAD1 SMAD4 SMAD7 SPTAN1 TANK TGFB2 TIMP1 TIMP2 TIMP3 TLR3 TNFRSF10A TNFRSF10B TNFRSF12A TNFSF10 TP53 TRADD UMPS VTN WEE1 WNT5A YWHAQ KOKKINAKIS_METHIONINE_DEPRIVATION_96HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOKKINAKIS_METHIONINE_DEPRIVATION_96HR_DN AK4 AKAP9 ATF2 ATM AURKB BIRC3 BIRC5 CALM1 CANT1 CCNB1 CCNB2 CCNE2 CDA CDC25A CDH1 CDK1 CDK2 CDK5 CDKN2B CEBPG CTH CTPS2 DDIT3 DNMT1 EBP ECHDC2 ERBB3 FEN1 GSR GSTK1 HDAC1 HSP90AA1 IFRD1 IFRD2 IL1B IRAK1 IRF7 LEF1 MAP3K14 MAP3K9 MAPK14 MET MGST2 MGST3 MPG MTAP MTFMT MYC NFKBIA NME1 NME2 NOXA1 NT5C OGG1 PLAU PMVK PNP POLQ RAD54B RPS6KA5 RRM1 RTP4 SOS1 SOS2 TK1 TNFRSF12A TNFSF10 TNFSF13 TOP1 TRADD UPP1 VTN KOKKINAKIS_METHIONINE_DEPRIVATION_96HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOKKINAKIS_METHIONINE_DEPRIVATION_96HR_UP ABL1 APAF1 BAX BGN BHMT BID BMP2 BORCS8 BRCA1 BTG2 BTG3 CASP1 CASP3 CASP6 CASP7 CAV1 CCNE1 CDC25B CDKN1A CDKN1B CFLAR CREBBP CXCL8 DAPK1 DCN DCTD DPYD DUT DVL3 EGR3 ERBB2 ERCC1 EREG FANCG FAS FDFT1 FGF11 FGF2 FGF7 FGFR1 FZD1 GADD45A GJA1 GPX3 GSTA4 GSTM1 GSTM5 GSTO1 GSTP1 GTF2H4 GTF2H5 HGF HMGCR HSPB1 IDI1 IFNA10 IFNG IFNGR1 IGF2R IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IL1A IL1R1 IL6 IL6ST IRF6 JUN LITAF LUM MAP3K1 MARS1 MAT2B MGMT MMP2 MTR MYD88 PDGFD PDGFRA PDGFRB PERP PLAT PLAUR POLB POLG POLR2E PRKACB PRKCA PTEN RAD23B RHOB RNASEL SC5D SHC1 SHC3 SKIL SMAD1 SMAD4 SMAD5 SMAD7 SPTAN1 TANK TGFB2 TIMP1 TIMP2 TIMP3 TLR3 TNFRSF10A TNFRSF10B TP53 TYMS UMPS WEE1 WNT5A YWHAQ KOMMAGANI_TP63_GAMMA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOMMAGANI_TP63_GAMMA_TARGETS CDKN1A IGFBP3 JAG2 MDM2 NOTCH3 SMARCD3 TP53I3 VDR YWHAQ KONDO_COLON_CANCER_HCP_WITH_H3K27ME1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_COLON_CANCER_HCP_WITH_H3K27ME1 ACSL3 CADM3 CCDC181 CCNA1 CNOT9 COL9A1 CSMD3 CXCR4 DKK2 EFNA5 HLX LGI2 LINC02453 MAPKBP1 MRAP2 MRPL27 ODR4 PCSK1N PLA2G4A RNASET2 SIPA1 SRFBP1 TPP2 TPR USP37 ZRANB3 KONDO_COLON_CANCER_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_COLON_CANCER_HCP_WITH_H3K27ME3 CPNE4 IGHG1 IGHV4-31 RARB ST20 YBX2 KONDO_EZH2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_EZH2_TARGETS ABCA5 ABI3BP ABRAXAS2 ACAD8 ACKR2 ADCY7 AHCTF1 AKAP13 ANO1 ANOS1 ANTXR2 ANXA10 AOX1 AP3B2 APBB2 APP ARHGAP5 ARHGEF3 ARK2N ATP8B1 ATP9A AVL9 BBOF1 BCL2A1 C1D C1S C6orf89 CACTIN CAP2 CCDC50 CCL20 CCM2L CCN2 CD164 CD59 CFDP1 CMTR2 CNIH3 CNTNAP3 COA3 COL1A1 COL3A1 COL8A1 COMMD10 CP CPE CRISPLD1 CSGALNACT2 CXCL5 CYP19A1 DLX2 DNAJB8-AS1 DNER DOCK4 DPF3 DSEL DYNLT2 EDIL3 EDN1 EGFR ELMO1 ELOVL2 EMP1 EPHA5 FABP4 FAM43A FAR2 FHL1 FLI1 FOXA2 GABARAPL2 GAL3ST1 GALNS GBA2 GJA1 GLP1R GNA14 GPC6 GRK4 GULP1 H4C8 HAS2 HAS3 HEMGN HLF HOXC8 HPGD HSD17B2 ID2 IFI6 IFIT2 IFIT3 IGFBP3 IGFBP5 IL13RA1 IL6R IL9R IQCA1 IRX5 ITGA6 ITGBL1 KAAG1 KCNMA1 KIAA1549L KLF2 KLF3 KLF9 KRTAP4-12 LINC00550 LMAN1 LMCD1 LOXL4 LPAR6 LY9 MAB21L2 MAGEC2 MAGT1 MAP3K8 MAP4K3 MATN3 MCPH1 MEF2D MGLL MMP1 MS4A1 MSX2 MYEF2 MYLK MYO16 MYO1D MYRFL NAV2 NCF4 NDST2 NEBL NEGR1 NEK3 NIP7 NIPSNAP3A NMNAT1 NNMT NOL3 NPAS2 NRP1 NT5E NTN4 OR12D2 OR7D2 OSR1 PCK1 PCLO PIERCE1 PLA2G12B PLAAT2 PPP1R3B PRB3 PRIM2 PRKAR1B PRR16 PRSS35 PYROXD1 RAB3B RBMS3 RBMX RBP4 RNASE4 RNF144B RNF213-AS1 RNPC3 RRAGD SAMD4A SCARB1 SCN2A SERPINB3 SERPINE1 SGK1 SHISA3 SIGLEC5 SLAMF6 SLC12A2 SLC2A10 SLC4A8 SNORC SNTB2 SORL1 SPARC SPART-AS1 SPOCK1 SPRY4 SRRM2 SSPN ST3GAL1 ST3GAL6 ST6GALNAC4 SUSD4 SYT6 TACR1 TFPI TMEM116 TMEM45A TMSB15A TMTC1 TNFAIP6 TNFRSF6B TNP2 TNRC6B TPM3 TRIM2 TSC1 TSPAN8 TTC28 TYRP1 UBXN10 UHRF2 USP34 UST UTS2 VAMP4 VPS13C VTI1A WWTR1 YPEL5 ZEB1 ZFX ZNF175 ZNF37BP ZNF567 ZNF76 ZNF766 KONDO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_HYPOXIA CCN2 CCR2 FLT3LG IL13 IL6 TIMP1 TTR VEGFA KONDO_PROSTATE_CANCER_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_PROSTATE_CANCER_HCP_WITH_H3K27ME3 AFG1L ALCAM ALOX15 BLTP1 C12orf60 CA12 CADM1 CATIP CBY1 CCDC38 CDH6 COL14A1 CR2 CRABP1 CSMD3 DLL4 DNAJC22 EBPL ELMO1 EML2 EN2 ERBB4 ERI2 FAM171A1 FAM199X FBN1 FEZF2 FGF10 GRIA4 GSX2 HELT HNF1B HOXC5 HOXD11 HPS4 HPSE2 IGF2BP1 ILK IREB2 IRX1 IRX3 IRX4 ISCA1 ISLR2 KCNAB1 KDM1A LEF1 LIMCH1 LINC00273 LMX1A MAPT MARK1 NFATC4 NKX2-3 NOL4 NPY1R NRXN3 OTOP3 PAX2 PTPA RARB RASGRP1 RAX REXO5 RGMA RHBG RNASE11 SAMD11 SLC1A2 SLC29A1 SMCHD1 SNAP25 SOX12 SPIN4 ST8SIA1 STIP1 TAF7 TBX2 TBX5 TCF3 TMX1 TOMM20L TRIM16 TRIM36 UQCRQ USP48 UTP11 WBP11 WDR5 WDR91 WNT1 WNT5A XYLT1 ZNF256 ZNF438 ZNF516 ZNF516-DT KONDO_PROSTATE_CANCER_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONDO_PROSTATE_CANCER_WITH_H3K27ME3 A1CF ABCA6 ABCA9 ABCB5 ACADL AFP ALB ALDH8A1 AMER2 ANXA13 AQP4 ARMCX4 ARPP21 ASAH2 ASB15 ASCL4 ASTN1 ATL1 ATOH1 ATOH7 ATP1B4 BLNK BRINP2 C11orf40 C1QTNF7 C4BPA CCDC181 CCDC198 CCDC60 CD1A CD1D CD40LG CD86 CDH20 CHAT CHRM2 CLCA1 CLDND1 CLEC1B CLECL1P COL14A1 CRNKL1 CSMD3 CTLA4 CXCR4 DEFB126 DLGAP1 DRD3 DYNAP ELMO1 ELMOD1 EN2 ENPP2 ENPP5 ENTPD1 EPB42 ERG EYA1 F11 FAM216B FGF23 FGF9 FPR2 G6PC2 GABRA1 GAP43 GAS2 GFRAL GIMAP7 GJB6 GPHB5 GPM6B GPR15 GPR88 GRM3 GYS2 GZMH HABP2 HLA-DQA2 HOXB9 IAPP ICA1 IFNG IGF2BP1 IGFL3 IKZF3 IL16 IL9 ITK JAML KCNA10 KIRREL3 KLRF1 KRT222 KRTAP13-1 KRTAP13-2 LALBA LAMB4 LEMD1 LILRB5 LIN28B LONRF2 MARCO MBD3L1 MC2R MEIOB MOBP NLRP14 NLRP9 NPVF NR1H4 NR5A2 NRG4 NTS OR10A7 OR10P1 OR11G2 OR1D2 OR1N2 OR2AG1 OR2AT4 OR2G3 OR4D10 OR4D11 OR52B4 OR52I2 OR52K1 OR5K4 OR5V1 OR6C6 OR6C70 OR6C74 OR6X1 OR8A1 OR8D1 OR9A2 OR9Q2 OTC OTOR OVCH2 PCK1 PGR PHACTR1 PIK3CG POSTN POU2AF2 PRG2 PTH PWWP3B RNASE12 RNASE6 RNASE9 RNF220 RUNX1T1 SAA4 SDR9C7 SEMG2 SIAH3 SIGLEC6 SIGLEC7 SLC17A6 SLC22A25 SLC26A3 SLC26A9 SLC30A8 SLC8A3 SLN SMR3B SPIC SPRR2G STOML3 SULF1 TAC1 TAS2R1 TAT TECTA TFAP2D TFEC TMCO5A TMPRSS11A TMPRSS15 TMTC1 TNIP3 TPH1 TREM1 TRIM36 UBD USP26 VAX1 VWA2 WNT8B ZIC1 ZIC4 ZPBP2 KONG_E2F1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONG_E2F1_TARGETS ANKRD1 CCL20 CFL2 E2F1 GAS5 H2AX HMGA2 KPNA1 NUP58 NUSAP1 PRG4 KONG_E2F3_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KONG_E2F3_TARGETS ASF1B AURKA BRCA1 BUB1 BUB1B CBX2 CCNA2 CCNB1 CCNE1 CCNF CDC20 CDC6 CDC7 CDCA3 CDCA5 CENPF CENPH CENPK CENPQ CHAF1B DCK DEPDC1 DLGAP5 DNA2 E2F3 ERCC6L EZH2 F13A1 FAM111A FBXO45 FEN1 FIGNL1 GAS5 GP1BA H2AX H4C11 H4C14 H4C15 H4C16 H4C4 HJURP HLX HMGB2 HMMR IGF2BP1 INCENP IQGAP3 KIF11 KIF20A KIF2C LMNB1 MAPK8 MCM3 MED1 MELK MKI67 MYB NASP NCAPD2 NCAPG NCAPG2 NCAPH NR1D1 NUF2 NUP50 NUSAP1 PBK PCLAF PLK1 PRC1 PRIM1 PSIP1 PSORS1C2 RACGAP1 RAD51 RAD51AP1 RAD54L RBBP8 RBL1 RPL12 RPL3 RPRD1B SHCBP1 SKP2 SMC2 SNORD22 SPC25 SPDL1 SRSF7 SYCE2 TACC3 TAF1D TAL2 TK1 TOP2A TPX2 TYMS UBE2C UBE2T USP1 KORKOLA_CHORIOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_CHORIOCARCINOMA CGA CGB3 HSD3B1 LEP LHB TFPI XAGE3 KORKOLA_CHORIOCARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_CHORIOCARCINOMA_DN ACRBP AKAP3 CAPZA3 CLEC12B DNAI7 GSG1 H2AJ LRRC23 PLCZ1 RASSF8 SOX5 KORKOLA_CHORIOCARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_CHORIOCARCINOMA_UP CD9 GAPDH PHB2 PLBD1 SLC2A3 TPI1 KORKOLA_CORRELATED_WITH_POU5F1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_CORRELATED_WITH_POU5F1 AEN CBR3 DND1 DPPA3 DPPA4 DPPA5 ETV4 FRAT2 L1TD1 MYBL2 NANOG NLRP7 PHC1 PIM2 POU5F1 RAB15 SLC25A16 SOX15 SUSD2 TEAD4 TENT5B TFAP2C TFCP2L1 UPP1 USP28 UTF1 VENTX VSIG10 ZFP42 ZNF296 ZNF727 ZYG11A KORKOLA_EMBRYONAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONAL_CARCINOMA DNMT3B DPPA4 ESRG HERC5 MICB NANOG NLRP7 POU5F1 SEPTIN6 TERF1 UPP1 KORKOLA_EMBRYONAL_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONAL_CARCINOMA_DN ACRBP AKAP3 ATF7IP CAPZA3 CLEC12B DNAI7 GSG1 H2AJ LINC02366 LRRC23 PLCZ1 RASSF8 SOX5 KORKOLA_EMBRYONAL_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONAL_CARCINOMA_UP AK4 ARHGDIB BCAT1 C12orf57 CCND2 CD9 CLEC7A DDX47 DERA DPPA3 EMG1 ENO2 ETV6 GABARAPL1 GAPDH GDF3 GOLT1B GPRC5A KLRD1 KRAS LDHB LRP6 MAGOHB NANOG NDUFA9 NOP2 PHB2 PHC1 PLBD1 PTPN6 RAD51AP1 RECQL RESF1 SINHCAF SLC2A3 SPSB2 TEAD4 TNFRSF1A TPI1 WBP11 WNT5B YARS2 KORKOLA_EMBRYONIC_CARCINOMA_VS_SEMINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONIC_CARCINOMA_VS_SEMINOMA_DN CPEB1 DDIT4L DMD ELAVL2 FBLN5 FRMD6 GIP IRX1 KCNV2 KHDC3L KIT MAGEB2 OSBPL3 PCSK1N PDPN PRAME RBM24 SLC43A1 SOCS4 SOX17 TCL1A TDRD12 TUBBP5 WNT2B XIST KORKOLA_EMBRYONIC_CARCINOMA_VS_SEMINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_EMBRYONIC_CARCINOMA_VS_SEMINOMA_UP ABCG2 BCAT1 CALB1 CD24 CD24P2 CRIPTO DNMT3B ERRFI1 FGF4 GAL GDF3 GJA1 GPC3 GPC4 GPM6B KRT18 NAP1L1 RASSF8 SCNN1A SOX2 SP8 STK26 VCAN WNT5B KORKOLA_SEMINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_SEMINOMA_DN ACRBP ATF7IP CAPZA3 CLEC12B DNAI7 GPRC5D-AS1 GSG1 H2AJ LINC02366 LRRC23 PLCZ1 RASSF8 SOX5 KORKOLA_SEMINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_SEMINOMA_UP AK4 ARHGDIB ATN1 C12orf4 CCND2 CD27 CD9 COPS7A CREBL2 DERA DPPA3 DSTNP2 EMG1 ENO2 ERC1 FGD4 GABARAPL1 GAPDH GNB3 GOLT1B GPRC5A ITFG2 KLRG1 LDHB LRP6 NANOG NDUFA9 NOP2 PHB2 PHC1 PLBD1 PTPN6 RECQL RESF1 RHNO1 SINHCAF SLC2A3 SPSB2 TEAD4 TIGAR TPI1 TSPAN9 TULP3 VAMP1 KORKOLA_TERATOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_TERATOMA AGR2 AURKA CCNB1 CDC20 CENPA CKS2 CLDN6 CLIC6 COL14A1 DCN DLGAP5 DNMT3B DPPA3 EGR1 EHF ELN EMP1 EPS8 FAM72C FEN1 HIC2 JUN LCN2 LIN28A LRRC17 MBD2 MCM5 MFAP4 MGP MIR302A MRS2 MYCN NFKBIZ NUF2 PIGR PLAT SSPN TM4SF1 TRIM71 TSPAN8 ZFP36 ZWINT KORKOLA_TERATOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_TERATOMA_UP A2M ARHGDIB C12orf57 CCND2 CLEC2B CLEC7A EMP1 ETV6 ITFG2 MGP PHB2 PTMS RECQL SLC2A3 TAPBPL TNFRSF1A WBP11 KORKOLA_YOLK_SAC_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_YOLK_SAC_TUMOR APOA1 APOA2 B4GALT4 BMP2 C1R C1S C5 CCKBR CDH2 CEBPD CEP70 CHST13 COCH COL4A6 CST1 CST4 CTSV CYP26A1 DCN EHHADH EOMES ERBB4 FLRT3 FOXA2 FRAS1 FYB2 FZD5 HACD1 HAS2 HMGA2 IPO5P1 LINC00261 LINC02387 LRRN1 LUM MDK MGP MIR1915HG MOK NEK2 NMI NRG1 OTX2 P3H2 PCDH10 PCDH7 PDZK1 PLXNA2 PRTG PTPN13 RAB17 RASSF10 ROR2 SALL1 SHISA2 SLC2A3 SLC5A9 SMARCA2 SOX17 SRGN TMT1A TRIM22 TTN VANGL1 VTN KORKOLA_YOLK_SAC_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KORKOLA_YOLK_SAC_TUMOR_UP CCND2 CLSTN3 DDX11 DDX47 DERA EMG1 GAPDH KLHL42 LDHB LRP6 MAGOHB PHB2 PTMS PTPN6 RECQL SINHCAF SLC2A3 TEAD4 TPI1 YARS2 KOYAMA_SEMA3B_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOYAMA_SEMA3B_TARGETS_DN ABCD1 ACTG1P25 ACYP1 ADGRG6 ADM ADORA2A ADORA2B AGK AIF1L AKR1B1 ALCAM ALS2 AMIGO2 ANKRD33B ANKRD7 ARFGEF1 ARID5B ARRB1 ASH1L ATL1 ATP11C ATP2B1 ATP8B3 ATRN BIRC3 BLTP3B BMP15 BRAF BROX BTBD9 C10orf67 C15orf48 C19orf25 C1QTNF3 C1orf35 C6orf52 CABLES2 CALB2 CALD1 CALML4 CAMSAP2 CAPZA2 CAV1 CAV2 CBFB CBX7 CCDC146 CCDC159 CCDC167 CCDC28B CCDC92 CCT3 CD40 CD47 CD70 CDC42SE1 CDC73 CDPF1 CELSR1 CENPN CENPU CEP350 CGN CHCHD7 CHD7 CKS1B CLEC11A CNOT1 COCH CORO7 CPEB1 CRYZL2P CSPP1 CTCFL CTDSPL CTSH CTSZ CUL1 CXADR CXXC4 CYP2T1P DAP3 DDX27 DECR1 DGKD DHRS3 DIAPH2 DKK1 DLGAP3 DNAJC21 DPEP3 DPY19L2P2 DPY19L4 DRAP1 DTL EEIG1 EFCAB2 EFEMP2 EFHD1 EFNA1 EGFL7 ELFN1 ELOVL2 ENG ENSG00000292993 EPHX1 ETS1 EXOC4 FAM120B FAM133A FAM83H FBLN2 FBXL7 FBXO32 FCHO1 FLVCR1 FN1 FOXP4 FZD7 FZR1 GABARAP GALNS GATA2 GBA2 GDNF GLRX2 GNG4 GON4L GPAT2 GPATCH4 GPC1 GPR153 GRAMD4 GSTM1 GSTM3 GSTM4 H2AC20 HAUS3 HDAC4 HES1 HHIPL2 HIVEP2 HLX HMGCS1 HMGN2 HSPA1B ICOSLG ID2 ID4 IFT56 IGF2 IMPA2 INKA2 INSIG1 INSYN2A IPO9 IRX3 IRX5 ISCU ITFG2 ITGAM IVNS1ABP JAG1 JAG2 KCNG1 KHDRBS3 KITLG KLF10 KLF6 KLHDC8B KLHL20 KLHL26 KLRA1P KRBA1 LACTB2 LARP7 LEAP2 LHX2 LHX6 LIAT1 LIPT1 LITATS1 LMO4 LNC-LBCS LNP1 LPP LRRCC1 LUC7L3 LYPLA1 MED11 MESP1 MIR1915HG MIR9-1HG MIS18BP1 MPC2 MYL9 MYO10 MZF1-AS1 NCAPD2 NCBP3 NDUFA5 NDUFS2 NECAB2 NEFH NEK2 NEURL1 NFAT5 NFATC1 NFKBIA NIPAL2 NKD2 NLRP3 NMNAT3 NOL11 NOVA1 NQO1 NR3C2 NRAS NTM ODAD3 OPN1SW OSGIN1 PANX2 PARVB PAXIP1 PDCD6 PDE4DIP PDIA4 PEG3 PGAP1 PGS1 PHF7 PHYHIPL PIR PLD2 PLEKHF2 PLEKHO1 PLK1 PLPP4 PMEPA1 PNPLA8 POLR1C PPM1E PPP2R2C PRDM6-AS1 PRKAA1 PRKAR2B PRR5L PRRT3-AS1 PRRX2 PSMA8 PSMB4 PSMB9 PTGES3 PTPN11 QSER1 RAB4A RASAL2 RASGEF1A RBM28 RFLNA RFLNB RFX5 RGS2 RIMBP3 RIMKLA ROPN1L ROR1 RPL26 RPL37 RRAD RSBN1 S100A10 SBNO1 SCAMP3 SCCPDH SDHA SERTAD4 SGO1 SH3BP4 SH3YL1 SHCBP1 SLC12A5 SLC12A7 SLC44A3 SLC6A8 SLCO4A1 SLFN11 SLIT3 SMAD6 SMARCD3 SMO SNRPG SOBP SOX18 SPACA9 SRP14-DT SRPK2 SRSF12 SSR2 STAT6 STRIP2 STX11 SVIL SVIL2P SYDE2 SYNGR1 SYNGR3 SYNM SYPL1 TAGLN2 TAP1 TBC1D22A TBCE TBX2-AS1 TBX3 TCF15 TCF4 TCF7L1 TDRD9 TERT TGFB2 THEMIS2 TICRR TMEM158 TMEM81 TMUB1 TNS3 TPMT TRAF1 TRAF3IP1 TRAF5 TRIM24 TRIM6 TRIQK TSACC TSGA13 TSPAN33 TSPYL5 TTC13 TTC32 TWIST2 TYW5 UBE2G1 UBR5 UQCRC1 VAMP4 VAPA WASL XPR1 XRCC2 ZC2HC1C ZCCHC14 ZDHHC12-DT ZFR2 ZIM2-AS1 ZNF131 ZNF277 ZNF695 ZNF704 ZNF775 ZNF862 ZP3 ZZEF1 KOYAMA_SEMA3B_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KOYAMA_SEMA3B_TARGETS_UP ACOX2 ACTN4 ADRB2 AFG2A ANTXR1 ANXA1 AOX1 ARFGEF3 ARHGAP45 ARHGDIB ARL14 ARVCF ATG13 AXL BDH2 BEX4 BRCC3 C10orf95-AS1 C19orf12 C4orf33 C7orf50 CAMK2N1 CASP9 CASZ1 CCDC186 CCDC80 CCDC9B CCN2 CCN3 CD302 CDCP1 CEBPA CELF1 CHAC1 CHST4 CKMT1A CLDN10 CLIP3 CLPTM1 CNFN CNTNAP3 COX7B2 CRABP2 CREB5 CRIM1-DT CRIP1 CRYBG1 CSN3 CTHRC1 CTSC CYFIP2 DAGLB DANCR DCBLD2 DDAH1 DDIT4 DEDD2 DLC1 DLG3 DMWD DPF1 DYNC2H1 EID2 EMILIN2 EN2 ENSG00000189229 EPG5 ERCC1 ERCC2 ERF ETHE1 FBXO27 FBXW4 FCGBP FGF1 FGF5 FTCD FZD2 GALC GALNT6 GARRE1 GDF15 GEMIN7 GLIPR1 GMPPB GPI GRB14 HAPSTR1 HDAC7 HK2 HMGN5 HMX2 HOXA2 HOXD13 HSD17B14 HTATIP2 IFT46 IGFBP6 IL12A INHBC ITGBL1 ITPKC ITPR3 KCND1 KCNMA1 KCNN4 KDM4C KIF16B KIF3C KIF5C KLHL9 KPNA5 KRT18 KRT18P59 KRT8 KSR1 LAMC2 LANCL3 LAT2 LEF1 LGALS3BP LINC00662 LINC00665 LINC01226 LINC01234 LINC01946 LINC02535 LOXL1 LPAR2 LPAR3 LRCH2 LSM14A LSP1P5 LTBP2 LVRN MAGEA10 MAGI2-AS3 MAMLD1 MAP1B MAP3K7CL MARK4 MCOLN3 MGST1 MID1 MINPP1 MSN N4BP2L2 NDST1 NECTIN2 NEDD4L NIPAL3 NOVA1 NPAS2 NXPH2 OCIAD2 OPHN1 P2RX5 PAF1 PANK3 PAQR5 PAX6 PCDHB11 PCDHB6 PCGF5 PDGFA PDX1 PITX1 PKP2 PKP3 PLAG1 PLAU PLAUR PLEKHG1 PNPLA7 PNPO POLR3A POP4 POU3F4 PPL PPP1R14A PRR5 PRR5L PSMB8 PTEN PUS7L RAB26 RABAC1 RAPGEF5 RILPL2 RNF128 RNF183 RNLS RPS10 RREB1 RSC1A1 RTEL1 RTL5 SAP18 SCAND3 SEMA3B SERPINA1 SERPINB8 SERPINE1 SERPINI1 SH3BGRL SH3TC2 SIPA1L3 SIRPA SLC18B1 SLC25A51 SLC27A3 SLC35F1 SLC38A1 SMTN SOWAHC SP100 SP140 SP140L SPARC SPEG SPOPL SPRED3 SRMS SRPX ST6GALNAC4 ST8SIA5 STC2 STEAP1 SUFU SUPT5H SUSD4 SWAP70 SYT1 TAS2R3 TBC1D2 TCEAL8 TCEAL9 TGFBI THBS1 TM4SF18 TM7SF2 TMEM200A TMEM216 TMSB4X TOX2 TPD52L1 TPT1 TRO TSHZ3 TSKU TTC17 TUBE1 UBE2L6 UBE3A URI1 VAMP2 XRCC1 YIF1B ZNF112 ZNF180 ZNF226 ZNF35 ZNF428 ZNF526 ZNF576 ZNF618 ZNF619 ZNF629 KRASNOSELSKAYA_ILF3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRASNOSELSKAYA_ILF3_TARGETS_DN ACKR3 ARHGAP11A ASNS AXL CDC6 CDH11 CELF2 COL2A1 CREBBP CYP19A1 DMD ESPL1 GAL GATM HCFC1 HMGCS1 IGFBP5 IL6R IRX5 KIFC1 LIG1 LMNB1 MAPK7 MN1 MSX2 MYCL NDN NMT1 NPTX2 NT5E OLFM1 PC PCK2 POLD2 PSPH RAD52 ROR2 SLC1A3 SREBF2 SRSF6 TAF4 TEK THBS4 TROAP UGT8 XK KRASNOSELSKAYA_ILF3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRASNOSELSKAYA_ILF3_TARGETS_UP APOE BDKRB2 BLZF1 CFH CLEC2B CST4 CTSO EMP1 FAP H1-2 H2AC6 HBE1 HBG1 HLA-E IFI16 IFI27 IFI35 IFI6 IFIT1 IFIT3 IFITM1 IL6ST ISG15 MX1 MX2 NT5E OAS1 OMD PLAU PLSCR1 PROS1 PSMB9 RGS4 STAT1 TAP1 TBX5 TRIM22 TSPAN8 TUBBP1 XAF1 KREPPEL_CD99_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KREPPEL_CD99_TARGETS_DN BCL2L2 EBF1 HIPK3 INSIG1 KIF21B KMT2A RABGAP1L KRIEG_HYPOXIA_NOT_VIA_KDM3A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIEG_HYPOXIA_NOT_VIA_KDM3A ABCB6 ABTB2 ACAT2 ACTG1 ACTG1P10 ADAM10 ADAMTS3 ADARB1 ADD3 ADPRS AGPAT5 AIFM2 AK4 AKAP12 ALDH18A1 ALDOA ALDOAP2 ALDOC ALKBH5 AMPD2 ANG ANGPTL4 ANKLE2 ANKRD10 ANKZF1 ANO6 ANTXR1 ANXA3 AP1S2 APOL1 APOL2 ARFIP2 ARHGAP27 ARHGEF7 ARID3B ARID5A ARL4C ARRDC3 ASAP1 ASAP2 ASF1B ASXL1 ATAD2 ATG9A ATP1B1 ATRX AVPI1 AXIN1 AZIN2 B4GALNT4 BACE2 BACH1 BCKDK BCL2L1 BFAR BFSP1 BHLHE40 BID BIRC5 BMAL1 BMT2 BNIP3 BNIP3L BOK BPNT2 BTBD6 BTN2A2 BUB1 BZW1 C11orf68 C1QL1 C2orf15 CA9 CABLES1 CACHD1 CADM1 CALM1 CAMK1D CAPN12 CAPN5 CARD10 CARS2 CASK CAST CAVIN1 CCDC102A CCDC107 CCDC80 CCDC85C CCDC9B CCDST CCN2 CCN3 CCND1 CCNG1 CCNG2 CCNY CCR1 CD44 CDC42EP1 CDCA5 CDCP1 CDK18 CDK2AP1 CDS2 CDT1 CENPF CENPQ CENPU CEP112 CEP250 CEP55 CEP95 CHN1 CHRAC1 CHST14 CHSY1 CIC CITED4 CLK3 CNN3-DT CNOT11 CP CRAMP1 CRKL CRTC2 CRYBB2 CSPP1 CSRP2 CTDSP1 CTDSPL2 CTHRC1 CTNNAL1 CTNNB1 CUL4A CXCL1 CXCL6 CYTH2 CYTH3 DAB2IP DAPK1 DAPK3 DBNDD2 DCAF7 DDB2 DDIT4 DDX41 DEGS1 DENND4C DERA DHFR DHRS13 DIAPH2 DIPK2A DISC1 DNAJB6 DOC2A DPCD DPYSL2 DPYSL3 DRAM1 DSC2 DTL DUSP1 DYRK2 E2F7 ECE2 ECT2 EEF1AKMT3 EFEMP2 EFNA3 EGFR EGLN1 EHBP1L1 EHD2 EIF4EBP1 ELFN2 ELL2 ELP5 EMP3 ENO1 ENO2 ENOSF1 EPAS1 EPHA2 ERCC5 ERGIC1 ETS1 EVA1A FADS2 FAM107B FAM117B FAM162A FAM210A FAM219A FAM224A FAM234B FAM53B FAM83H FANCI FAS FAXC FBRSL1 FBXL16 FBXL21P FBXL3 FBXO17 FBXO32 FBXO42 FGF11 FGF12 FGFRL1 FHL1 FJX1 FLNA FNBP1 FOXD1 FOXE1 FOXM1 FOXN3 FSCN1 FTSJ1 FUT11 FZD1 GAB2 GADD45A GAL3ST1 GALNT18 GAPDH GAPDHP23 GBE1 GCLC GEMIN7 GGA2 GLIS2 GLTP GMCL1 GNA13 GPER1 GPR161 GPRC5A GPRC5B GRK3 GRSF1 GSK3B GSN GYS1 H1-2 H2AC18 H2BC5 H3-3B HILPDA HIVEP2 HJURP HK1 HK2 HNF1B HNRNPDL HOOK3 HS3ST3A1 HSD3B7 HSPA12A ICAM1 IER3 IER5 IER5L IFIT2 IFITM10 IFNAR1 IFNGR2 IFT74 IGFBP3 IKBIP IL17RA IL1RAP IL6 IMP3 IMPDH1 ING1 ING2 INSIG1 INSIG2 IRAK1 IRS2 IRX3 ISG20 ITGA3 ITGB2 ITGB5 JAK1 JMJD6 JPT2 JUN JUND KAT2B KBTBD11 KCMF1 KCNIP1 KCNIP3 KCNMA1 KCNMB1 KCTD11 KCTD15 KCTD3 KDM2A KDM2B KDM5B KIAA0513 KIAA1671 KIAA1958 KIF11 KIF18B KIFC1 KLF13 KLF6 KNTC1 KRBA1 KTN1 LACTB LAT LDHA LDHC LEMD1 LGALS1 LGALS3 LHFPL2 LHFPL6 LNPK LONP1 LOX LOXL2 LPCAT1 LRRC61 LSR LUC7L LURAP1L MAFF MAFK MAP2K1 MAP3K21 MAP3K3 MAP3K4 MAP3K7CL MAPK1 MAPK7 MAPK8IP3 MARCHF6 MARCHF9 MASTL MBD2 MCM5 MEF2D MELK MEX3D MFNG MFSD12 MGAT5 MGLL MICAL3 MIR155HG MIR23AHG MITF MKLN1 MKRN1 MLLT3 MLYCD MMP24 MNS1 MOB3A MPI MPP1 MRGBP MRPL37 MRPS6 MSANTD3 MSMO1 MTCL1 MTFP1 MTHFD1L MTMR1 MTUS1 MUC1 MXI1 MXRA7 MYADM MYBL2 MYC MYH10 MYH9 MYOF N4BP2L2 NARF NCAPG2 NCKIPSD NDC1 NDRG1 NEDD4 NEFL NEK6 NEURL3 NEXN NFIA NFIL3 NFKBIA NHS NIBAN2 NID1 NIPA1 NIPAL3 NOL3 NR1H4 NR3C1 NRSN2 NT5DC2 NTAN1 NUAK1 NUDT18 NUSAP1 OGFR OIP5 OLFML2A ORC1 OSBPL10 OSMR OXSR1 P4HA1 P4HA2 PACS1 PADI1 PAGR1 PALM2AKAP2 PAM PAN3 PANX2 PAQR4 PAX2 PAXIP1 PBOV1 PCGF5 PCIF1 PDCD10 PDGFC PDIA3 PDK1 PDK2 PDLIM2 PDXP PEA15 PEDS1 PERP PEX3 PFKFB3 PFKP PGAM1 PGK1 PGM1 PGM2 PGPEP1 PHC2 PHF13 PHF19 PHF21A PIGH PIH1D1 PKM PKMYT1 PLAGL1 PLEKHA8 PLEKHO1 PLIN2 PLOD2 PLP2 PMEPA1 PMP22 PNMA2 PNRC1 POGLUT3 POLE POLG POLR2H POU5F1 POU5F1B PPFIA4 PPP1CC PPP1R13L PPP1R14B PPP1R16A PPP1R3B PPP1R3C PPP2R5B PPP3CC PPTC7 PRC1 PRELID2 PRKAA2 PRKAR1B PRR11 PRR7 PSG7 PTP4A2 PTPN14 PTTG1IP QKI QSOX1 RAB11FIP5 RAB20 RAB3B RAB42 RAB42P1 RAB6C RAB9A RABGEF1 RACGAP1 RAD51 RAP2A RAPGEF1 RAPH1 RASA3 RASSF1 RASSF2 RASSF7 RAVER1 RBM15B RBPJ RCC2 REC8 RERG RETREG1 RFC1 RGMB RHOF RIC1 RIC8A RIMKLA RIN2 RIPK4 RIT1 RN7SK RNASET2 RNF126 RNF149 RNF169 RNF24 RNF4 RNU2-1 RRAGA RRAS2 RRP1 RUNX1 RYBP SAP30 SAV1 SCARA3 SCD SDC1 SEC14L1 SEC61G SELENOH SEMA5A SEMA5B SEMA6A SERPINE2 SERTAD2 SGF29 SGSM2 SH3GL1 SHANK2 SHFL SIAH2 SIRPA SLC10A3 SLC15A4 SLC16A1 SLC1A1 SLC22A5 SLC25A29 SLC25A36 SLC26A6 SLC29A4 SLC2A1 SLC31A2 SLC35E1 SLC35E3 SLC38A1 SLC38A2 SLC39A1 SLC39A13 SLC39A14 SLC39A8 SLC3A2 SLC43A3 SLC6A10P SLC6A8 SLC7A5 SLCO4A1 SLX9 SMAD7 SMOX SMS SMTN SMURF2 SMYD2 SNHG12 SNHG5 SNHG7 SNTA1 SNX33 SOAT1 SOD2 SORBS3 SOWAHC SOX12 SPAG1 SPAG4 SPATA2L SPG7 SPHK1 SPIRE1 SPNS2 SPRED2 SPRY1 SRGAP2 SRSF3 STARD13 STARD4 STBD1 STC2 STK10 STK39 SUMO3 SUSD1 SWAP70 SYNC SYT12 SYTL2 TAB2 TACC1 TACC3 TANC2 TBC1D8 TBC1D9B TCF19 TCF3 TENT4A TES TESK1 TEX10 TGFA TGFB1 TGIF2 THBD THOC6 TICAM1 TIPARP TK1 TLCD3A TMEM102 TMEM120B TMEM185A TMEM41B TMEM44 TMEM45A TMSB10 TMSB15B TMSB4XP1 TMX1 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF10D TNIP1 TNNT1 TOB2 TP53BP2 TPD52 TPI1 TPI1P1 TPM1 TRAF3 TREX1 TRIB3 TRIO TRIOBP TRIP13 TRPC1 TSC22D2 TSHZ3 TSR1 TTYH3 TUBA4A TUBA8 TUBB TUBB3 TUBB4B TUBB6 TUBB8P11 TUBBP1 TXNRD2 TYMS UAP1 UBA6 UBALD2 UBE2J1 UBE2O UHRF1 UIMC1 UPRT USP1 USP31 USP36 VDAC1 VEGFB VIM VKORC1 VPS13D VPS26C WAC WDR43 WDR45B WDR54 WDR90 WSB1 WTAP WWC2-AS2 YEATS2 ZC3H7A ZFP82 ZFP91 ZFTA ZHX2 ZMIZ2 ZMYM2 ZNF114 ZNF229 ZNF292 ZNF296 ZNF367 ZNF48 ZNF496 ZNF581 ZNF629 ZNF655 ZNRF1 ZP1 ZSWIM5 ZYX KRIEG_HYPOXIA_VIA_KDM3A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIEG_HYPOXIA_VIA_KDM3A ADM ANP32E ASPH BIRC3 C15orf48 CBR3 CLEC4E COL7A1 CXCL1 CXCL5 EBP EDN1 EDN2 FABP6 FBXO32 GDF15 HMGA2 HMOX1 IL1RAP INSIG1 JUNB KDM3A KIF2C LAMB3 LAMC2 MAP3K14 MARCHF3 NECAP2 NFKBIE NRP2 PHLDA2 PIK3IP1 PIMREG PLAUR PPP1R15A RBM3 RGPD4 RRAGD SEC14L2 SELENOH SERPINB8 SERPINE1 SLC7A1 SPINK1 STEAP3 SYTL3 TGM2 TM4SF1 TM4SF19 TYMS VEZT YWHAG ZC3H12A KRIEG_KDM3A_TARGETS_NOT_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIEG_KDM3A_TARGETS_NOT_HYPOXIA AASDHPPT ACOT7 ACSL5 ACTN1 ACTR6 AKAP11 ALDH1A3 ALG13 AMMECR1 ANKRD39 AP1S1 APTX ARSB ASNS ATM ATP5MK ATP6AP2 ATP9B ATPAF1 B2M B3GNT5 BBS4 BTBD10 C16orf87 C6orf58 C7orf25 CAPZA1 CARD16 CCDC28B CD40 CD47 CDC42 CDKN1C CHMP4A CLNS1A COA7 COLEC10 COQ3 COX7C CRELD2 CRISPLD2 CSTF2 CTSL CYCSP55 CYP1B1 DHX58 DPH3 DYNLT2B EHD1 EIF2A EIF2B3 EMG1 EML2 ERFE EVC F2RL2 FABP5P3 FANCL FCAMR FKBP5 FKTN FTH1P12 FURIN GABARAP GALNT1 GBP1 GBP3 GLMN GLO1 GOLGA4 GRAMD2B GTPBP10 HACL1 HDHD2 HIBCH HMGN2 HPRT1 HSDL1 HYPK IFI35 IFI44 IFIT3 IL7 IRF1 ITGB6 LAMC2 LDLRAD3 LGALS8 LGALS9 LRRC47 LYPLAL1 LYRM9 MAGOHB MAT2B METTL1 METTL3 MIEN1 MMP7 MMRN2 MRPL16 MRPS18C MT-TS2 MTX3 N4BP2L2 NBDY NDUFA12 NDUFA5 NEAT1 NFS1 NHEJ1 NIBAN1 NOL8 NUDT3 NUPR1 OAS1 PAQR3 PDCD2L PDP1 PFDN6 PFN2 PGRMC1 PHACTR2 PHF11 PKDCC PLA2G4C POLR1D POLR3GL POP4 PRKAB2 PRPF38A PSMA4 PSMB10 PSME2 PTPN2 PUF60 RABEPK RADX RBM12 RIOK1 RNF38 RPE RPL36AL RPS19 RPUSD3 RRAD RRM2B RTCA SAA1 SAA2 SDSL SEC11C SEC13 SERPINA6 SGK2 SHISA2 SIRT5 SLC25A12 SLC25A14 SLC46A3 SLC47A2 SMIM29 SPRYD3 SRI SRSF7 STAT1 STAT4 STOML1 TAF1D TDG THNSL1 THRB TMBIM4 TMEM106B TMEM126A TMEM128 TMEM140 TMEM216 TMEM218 TMEM245 TMEM254 TMEM9B TNFSF14 TPM3 TSPAN13 TTC39A TUBGCP6 UMPS UPP1 URGCP USP13 VAMP8 VBP1 VCAM1 WDR4 WDR7 WDR73 ZMIZ1 ZNF226 ZNF451 ZNHIT6 KRIGE_AMINO_ACID_DEPRIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_AMINO_ACID_DEPRIVATION ASNS ASS1 ATF3 ATF5 CARS1 CBS CCNG2 CDKN1A CEBPB CHAC1 CLEC7A CTH CXCL8 DDIT3 DDIT4 FYN GADD45A MARS1 PPP1R15A PSAT1 RETN SARS1 SESN2 SLC38A2 SLC7A11 STC2 TRIB3 VEGFA WARS1 KRIGE_RESPONSE_TO_TOSEDOSTAT_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_RESPONSE_TO_TOSEDOSTAT_24HR_DN ABCB10 ABCC4 ABCC5 ABCD3 ABCE1 ABCF2 ACADSB ACAT1 ACOT7 ACP3 ACSL5 ACTR3B ACTR5 ACY1 ADAM15 ADAT2 ADGRA3 ADI1 ADISSP ADRB2 AGMAT AGPS AHSA1 AIF1 AK4 AK6 AKAP1 AKT2 ALDH18A1 ALDH1B1 ALDH5A1 ALG1 ALG3 ALKBH2 ALMS1 ALYREF AMD1 ANAPC5 ANKLE1 ANKMY1 ANKRD27 ANKRD36 ANKS6 ANTKMT AP4B1 APBB2 APTX AQR ARHGDIA ARHGDIG ARK2N ARL17A ARL4A ARL5A ARMC10 ARMC8 ARRB1 ASAH1 ASB13 ASXL1 ATAD3A ATAD3B ATF7IP2 ATG3 ATG7 ATL2 ATOX1 ATP11B ATP23 ATP5F1D ATP5MC1 ATP5MC3 ATP5ME ATP5MF ATP6V1E2 ATR ATXN2 AURKAIP1 AZU1 B3GALNT2 B3GAT3 B3GNT7 B4GALT5 B4GAT1 BAG1 BAHCC1 BCCIP BCL11A BCR BDH1 BDP1 BEND3 BGLAP BID BMP8B BOLA2 BOLA3 BOP1 BTBD7 BYSL BZW1 BZW2 C19orf44 C1QBP C4orf3 C7orf50 C8orf33 C9orf78 CA2 CA8 CABLES1 CALR CARNMT1 CCDC113 CCDC124 CCDC138 CCDC169 CCDC26 CCDC85B CCDC86 CCND1 CCT3 CD302 CD320 CD59 CD81 CDC42EP4 CDK6 CEACAM6 CEBPA CENPM CENPV CENPW CENPX CEP43 CETN2 CFAP73 CFAP97 CFDP1 CFL2 CHCHD7 CHID1 CHML CHMP1A CHORDC1 CHST4 CIAPIN1 CKS2 CLEC11A CLN6 CLPB CLPTM1 CLPTM1L CLTB CLUH COA7 COIL COL4A2 COLGALT2 COPB2 COPRS COPS7B COPS9 COQ3 CORO7 COX11 COX16 COX5A COX7B CREB3L2 CRELD1 CTRL CTSG CUTC CWC25 CWF19L1 CYB561 CYB5A CYB5D1 CYB5RL DACH1 DANCR DAZAP1 DBR1 DCAF13 DCAF4 DCAF8 DCBLD2 DCTPP1 DCUN1D5 DCXR DDI2 DDIAS DDX10 DDX18 DDX19A DDX21 DDX24 DDX31 DDX46 DDX54 DEAF1 DEF8 DEFA1 DEPDC7 DEPTOR DFFB DHCR24 DHCR7 DHODH DHRS9 DHX30 DHX33 DHX37 DHX57 DIMT1 DIXDC1 DKC1 DLEU1 DLEU2 DLX4 DNAAF2 DNAAF3 DNAAF5 DNAJA1 DNAJA4 DNAJB1 DNAJB6 DNAJC11 DNAJC12 DOHH DPCD DPH2 DPP7 DRAM1 DTD2 DUS3L DUSP23 DUSP3 DUT DYRK2 EARS2 EBF3 EBNA1BP2 EBP EBPL ECE2 ECI2 EEF1AKMT1 EEF1AKMT4 EEF2K EEIG2 EGR1 EI24 EIF3B EIF3J EIF3M EIF4E EIF4E2 EIF5B ELANE ELOF1 ELP1 ELP2 EMC8 ENAH ENDOG ENSG00000213972 ERAP2 ERCC2 ERGIC1 ERI3 ERICH1 ESF1 ESYT2 ETFA EWSR1 EXOSC3 EXOSC4 EXOSC5 EXOSC7 FABP5 FAM117B FAM118A FAM118B FAM136A FAM162A FAM174C FAM201A FAM204A FAM210A FAM229B FAM86C1P FAM98A FARP2 FARSA FAS FASN FBL FBRSL1 FCGR1A FGFBP3 FJX1 FKBP1A FKBP4 FLT3 FLVCR1 FMNL2 FOXF2 FOXRED2 FSBP FSCN1 FTSJ1 FUBP1 FUT4 FXN FZR1 G3BP1 GADD45B GADD45GIP1 GAL GALNT14 GALNT2 GAR1 GAS5 GBA1 GCAT GCSH GEMIN4 GEMIN5 GEMIN6 GFM1 GFOD1 GGA2 GJA3 GLA GLRX5 GLYR1 GM2A GMDS GNB4 GNL3 GNL3L GNPNAT1 GOLGA8N GOLM1 GOT2 GPATCH4 GPD1L GPR183 GPR85 GPS2 GRAMD4 GRPEL1 GRSF1 GRWD1 GSPT1 GTF2H1 GTF2H2 GTPBP4 H1-2 H2BC7 HDAC2 HDAC4 HDDC2 HDGF HDHD5 HEATR1 HES6 HILPDA HIVEP2 HIVEP3 HK2-DT HMGB1 HMGB1P4 HMGN3 HMGN5 HMOX2 HNRNPA3P1 HNRNPC HNRNPD HNRNPD-DT HNRNPDL HOMER1 HOXD13 HPDL HS3ST3A1 HS3ST3B1 HSP90AA1 HSP90B1 HSPA1B HSPA4L HSPB1 HSPBP1 HSPD1 HSPE1 HSPH1 IDH3A IDH3B IFITM2 IFRD2 IFT56 IFT57 IGFBP7 IGSF10 IKBIP IKZF1 IKZF5 IL17D IL6R ILF3 IMP3 IMP4 INF2 INSIG1 IPMK IPO4 IPO7 IRX3 ISCA1 ISG20L2 ISOC2 ITGA4 ITM2A JMJD8 JPT1 JPT2 KANK1 KBTBD6 KCTD12 KHSRP KIF20B KIF9 KITLG KLHL18 KLHL23 KNOP1 KPNA5 KTI12 L3HYPDH L3MBTL2 LAPTM4B LARP4 LAS1L LBHD1 LDHA LDLRAD3 LGALS12 LGALS14 LGALS9 LINC00926 LLPH LPCAT1 LPCAT2 LPL LRG1 LRP3 LRPPRC LRRC34 LSM7 LSS LTV1 LUC7L LUC7L3 LY6E LYAR LYRM2 LYST LYZ MACROH2A1 MAD2L1 MANEA MAP2K3 MAPKAPK5-AS1 MARCKS MATK MAZ MCAT MCM8 MDFIC ME2 MED24 MED4 METTL16 METTL21A METTL26 METTL8 MFNG MGAT4A MGLL MICOS13 MIF MIPEP MIR17HG MIR3682 MLC1 MLKL MLLT6 MMACHC MOGS MON1A MON2 MORN2 MPHOSPH6 MPI MPO MPZL1 MREG MRI1 MROH1 MRPL12 MRPL14 MRPL16 MRPL21 MRPL23 MRPL24 MRPL36 MRPL4 MRPL41 MRPL44 MRPL57 MRPS12 MRPS17 MRPS23 MRPS25 MRPS26 MRPS30 MRPS34 MRTO4 MS4A3 MSH6 MSI2 MT1F MT1X MTCH2 MTFMT MTFP1 MTHFD2L MTPAP MTURN MYB MYBBP1A MYC MYLIP MYO10 MYO19 N6AMT1 NAA10 NAA15 NAA20 NAA25 NAA38 NAGPA NANOS1 NASP NAXE NCBP2 NCL NCLN NCR3LG1 NDUFA11 NDUFAB1 NDUFAF4 NDUFAF8 NDUFB10 NDUFB7 NDUFS3 NDUFS5 NEFH NELFCD NEU3 NFE2L3 NHP2 NHP2P2 NICOL1 NIFK NIP7 NLN NME1 NME4 NOC2L NOC3L NOC4L NOCT NOL10 NOL11 NOL6 NOLC1 NOP14 NOP16 NOP2 NOP56 NOP9 NOPCHAP1 NPM3 NPRL2 NR1D2 NR1H3 NR2F2 NREP NRGN NRROS NTHL1 NUB1 NUDC NUDT12 NUDT4 NUDT5 NUDT7 NUFIP1 NUP155 NUP160 NUP35 NUP62 NUP88 NXT1 OVAAL OXER1 P2RY2 P2RY6 P2RY8 PA2G4 PA2G4P2 PACRGL PAFAH1B2 PAK1IP1 PALM2AKAP2 PALS2 PARVB PCCA-DT PCID2 PCOLCE2 PDAP1 PDCD11 PDCD2L PDCD5 PDE4A PEBP1 PEMT PES1 PEX5 PFAS PFDN6 PGAM5 PGK1 PHACTR1 PHACTR3 PHB1 PIAS2 PIGL PIGW PIH1D2 PISD PKP4 PLA2G4A PLAAT1 PLD6 PLEKHH1 PM20D2 PMPCA PMVK PNO1 PNP POLD2 POLR1A POLR1B POLR1C POLR1F POLR1G POLR2D POLR2E POLR2F POLR2H POLR3G POLR3H POP1 POP7 PPAN PPARGC1B PPIH PPP1R14B PPP1R27 PPP2R2D PPP2R5D PPP4R3B PRADC1 PRCP PRDX1 PRDX4 PRG2 PRKACA PRKACB PRKAR2B PRKCQ-AS1 PRMT1 PRMT3 PRMT5 PROSER2 PRPF31 PRPS1 PRPS2 PRR5 PRR7 PRRC2C PRTN3 PRXL2B PSEN2 PSMA2 PSMA5 PSMA7 PSMC2 PSME3 PSMG4 PTGER2 PTGER4 PTGES2 PTMA PTMAP3 PTMAP4 PUM3 PUS7 PWP1 PWP2 PWWP3A PXN-AS1 QDPR QTRT1 RAB32 RABEPK RABL2B RAD1 RAD18 RALGAPA2 RANBP1 RANGAP1 RBBP6 RBFA RBM12 RBM25 RBM26 RBM28 RBSN RCC1 RCL1 RDH10 RDH13 RFESD RFK RFTN1 RHOF RHOT2 RIDA RIOK1 RIOX2 RITA1 RLIG1 RMND5B RNASE2CP RNASE3 RNASEH1-DT RNASET2 RNF126 RNF207 RNGTT ROPN1L RPAIN RPGRIP1L RPIA RPL12P11 RPL21P68 RPL22L1 RPL23AP4 RPL27A RPL5 RPP40 RPS26 RPS6KA4 RRP1 RRP12 RRP15 RRP1B RRP7A RRP9 RRS1 RSC1A1 RUVBL1 RUVBL2 SACS SAR1B SCAF11 SCAMP1 SCARB1 SCD SCFD2 SCLY SCO1 SCO2 SCRIB SDF2L1 SEC11C SEC62 SEH1L SENP3 SEPTIN7 SERBP1 SERF1A SERF2 SESN3 SETD4 SFN SFPQ SFXN1 SFXN4 SHPK SIVA1 SKIC8 SKP2 SLAMF8 SLC11A2 SLC12A9 SLC16A1 SLC17A9 SLC19A1 SLC19A2 SLC25A10 SLC25A12 SLC25A19 SLC25A30 SLC25A32 SLC25A39 SLC29A1 SLC29A2 SLC2A1 SLC2A5 SLC35G1 SLC36A4 SLC37A4 SLC38A5 SLC39A10 SLC39A14 SLC39A3 SLC39A4 SLC40A1 SLC43A3 SLC5A6 SLC7A6 SLFNL1 SLIRP SMARCD1 SMC4 SMIM30 SNHG12 SNHG14 SNHG16 SNHG26 SNHG4 SNHG5 SNORA57 SNRNP25 SNRNP70 SNRPA1 SNRPF SNU13 SOD2 SORD SORL1 SOX4 SPART SPR SPRY1 SPRYD4 SPTLC2 SQLE SRFBP1 SRGN SRM SRRT SRSF11 SSB SSBP3 SSBP4 STING1 STIP1 STK11 STK33 STOM STRBP SUMO1 SUPV3L1 SYNCRIP SYNGR1 SYNGR2 TAF4B TAF5L TARDBP TASP1 TBC1D1 TBC1D22A-DT TBC1D4 TBL3 TCF3 TCF4 TCOF1 TELO2 TENT5A TENT5C TET1 TEX261 TFAM TFB2M TFDP1 TFEC TFRC TGFBRAP1 TGIF2 TGS1 THADA THAP4 THOP1 TIMM10 TIMM13 TIMM17A TIMM21 TIMM22 TIMM23 TIMM50 TIMM8B TJP2 TM7SF3 TMED3 TMED4 TMEM109 TMEM120B TMEM147 TMEM150C TMEM177 TMEM201 TMEM50B TMEM64 TMEM68 TMEM70 TMEM97 TMF1 TNFSF13B TNPO2 TOMM22 TOMM40 TOMM5 TOMM6 TOP1MT TOR1AIP2 TPM3 TPP2 TPR TRAFD1 TRAP1 TRAPPC2L TREX2 TRG-AS1 TRIAP1 TRIB1 TRIM14 TRIP13 TRMT10A TRMT10C TRMT5 TRMU TRNP1 TSPOAP1 TSR1 TSR3 TTC5 TTLL12 TUBA3E TUBB2A TUBGCP4 TWNK TXLNG TXNDC17 TXNL4A UAP1 UBA2 UBAP2L UBASH3B UBE2E2 UBE2NL UBIAD1 UBL5 UCK2 UMPS UNC13B UNC93B1 UPK3A UQCC3 URB1 USP19 USP7 UTP15 UTP20 UTP23 VAMP8 VARS1 VDAC1 VKORC1 VKORC1L1 WDR12 WDR3 WDR35 WDR36 WDR4 WDR43 WDR46 WDR74 WDR75 WDR77 WDR90 WT1 XPO5 YBX3 YY1 ZAR1 ZBTB16 ZBTB24 ZDHHC11 ZEB2 ZFP36L2 ZMYND19 ZNF330 ZNF438 ZNF486 ZNF530 ZNF574 ZNF593 ZNF618 ZNF641 ZNF667 ZNF692 ZNF696 ZNF74 ZNF816 ZNHIT2 ZNRD2 ZNRF3 ZSCAN31 ZSCAN5A KRIGE_RESPONSE_TO_TOSEDOSTAT_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_RESPONSE_TO_TOSEDOSTAT_24HR_UP AAK1 AARS1 ABHD2 ACAA2 ACSL1 ADAL ADGRE2 ADORA2A ADRB1 AGA AGO4 AHSA2P AJUBA AKAP13 AKNA AKTIP ALDH1L2 ALDH6A1 ALMS1 ALOX5 ALOX5AP AMACR ANKRA2 ANTXR2 ANXA3 AP1G2 AP1S2 APH1B APOLD1 APOOL ARAP2 ARFGAP3 ARHGAP11B ARHGAP25 ARHGAP30 ARHGAP9 ARHGEF40 ARHGEF9 ARID4A ARL17A ARMCX3 ARRDC3 ARRDC4 ASNS ASPHD2 ASS1 ATAD2B ATF3 ATF5 ATG2A ATOSA ATXN1 AZI2 B3GLCT B3GNT5 B4GALT4 BATF3 BAZ2A BAZ2B BBLN BBS7 BCL2A1 BCL3 BCL6 BIN2 BLTP3B BLVRB BMP2K BMS1P1 BNIP3L BRAP BSDC1 BST1 BTG1 C10orf143 C11orf21 C18orf32 C1orf74 C4orf33 CACNA2D4 CAPG CAPN2 CARD19 CARHSP1 CARS1 CASP8 CAST CBLB CBS CBX4 CBX5 CCDC50 CCDC69 CCDC71L CCDC88C CCDC92 CCL2 CCL3 CCNB1IP1 CCNG2 CCPG1 CD37 CD40 CD48 CD55 CD69 CDC42BPA CDK17 CDK19 CDKN1A CEBPB CELSR1 CENPBD1P CEP120 CEP19 CEP97 CHAC1 CHD2 CHD6 CHFR CHI3L1 CHKB CHMP1B CHROMR CHST7 CKMT2-AS1 CLEC7A CLIC4 CLIP1 CNOT7 CPEB2 CPEB4 CR1 CREBL2 CRTC2 CSGALNACT2 CSRNP2 CSTA CTBS CTH CTSS CTTN CUL4B CXCL8 CYBB CYLD CYP2R1 CYTH2 DAPP1 DBN1 DCAF15 DCAF5 DDB2 DDIT4 DDX59 DENND1B DNAJB9 DNAJC1 DNAJC10 DPYSL2 DR1 DUSP10 DUSP4 DUSP5 DUSP6 DYNLT3 DZIP3 E2F7 EDEM1 EFCAB11 EFHC1 EHBP1L1 EHD1 EIF1 EIF5 EME2 EMSY ENSG00000291107 ENTPD4 EPB41L3 EPOR ERAP1 ERGIC2 ERN1 ERRFI1 ETS1 ETV5 EXOSC6 F11R FAM111A FAM111A-DT FAM131B-AS2 FAM149B1 FAM200C FAM3A FAN1 FBXL13 FCER1G FGD3 FIG4 FILIP1L FLOT1 FLRT2 FOSL2 FOXJ2 FPR2 FRA10AC1 FSD1L FTH1 FTH1P5 FYN G6PD GABARAPL1 GABPB1-IT1 GADD45A GARRE1 GARS1 GAS5 GAS6-AS1 GAS7 GATAD1 GBP3 GCC1 GFPT1 GGACT GGPS1 GKAP1 GLIPR1 GNB5 GNE GNL1 GNS GOLGA1 GOLGA2 GOLGA6L9 GOLGB1 GORAB GPAT3 GPATCH2L GPCPD1 GPR137B GPR84 GPSM3 GPT2 GRB10 GRPEL2 GSTM1 GTF2H2C GTPBP2 GUSBP1 H1-10 HACD2 HACE1 HAGH HBEGF HBP1 HCG18 HCK HCST HDAC9 HEBP2 HECA HIP1 HIPK2 HLA-A HLA-E HLA-F HLA-G HLA-J HMCES HMGCL HSPA13 HTT IDH1 IDS IFI16 IFIT3 IFRD1 IFT80 IGF2R IL18 IL18R1 IL18RAP IL1RN INAFM1 ING4 INPP1 INPP5K INPPL1 IRAG2 IRAK4 IRF2BPL ISL2 ITGAV ITM2B ITPR1 ITPR2 ITPRIP IVNS1ABP JAG1 JAK1 KAT2B KCNE3 KDM6A KDM6B KDM7A KIF1B KIF21B KIZ KLF10 KLF4 KLF9 KLHL2 KLHL24 KLHL42 KLHL5 KRBOX4 KRCC1 KSR1 LACC1 LETMD1 LGALS1 LIMK2 LIN7A LINC-PINT LINC00205 LINC00294 LINC00662 LINC00667 LINC01409 LIPT2-AS1 LLGL2 LMBRD2 LMO4 LNPEP LOC105379499 LPIN2 LPP LRP10 LRRFIP1 LSP1 MAFB MAFF MAML3 MANSC1 MAP1LC3B MAP2K5 MAP3K5-AS2 MAP7 MARS1 MBD6 MBNL2 MCEMP1 MDM4 ME1 MED17 MEF2A METTL25B METTL4 MFSD6 MFSD8 MGC16275 MIA2 MICAL2 MID1IP1 MIER3 MINDY2 MIR124-1HG MIR223 MIR503HG MIR570 MIRLET7D MLLT11 MLST8 MOB3C MORC2-AS1 MORF4L2 MOSMO MR1 MSRB2 MTHFD2 MTMR6 MUTYH MXD1 MYL12A MYO1B MYO1G MYO5A MZF1 N4BP1 N4BP2L2 NABP1 NAGK NAMPT NAP1L1 NASP NBDY NBPF9 NBR1 NBR2 NCEH1 NCF1 NCOA1 NCOA3 NDE1 NDUFC1 NEAT1 NEDD4 NEK1 NFAT5 NFE2L1 NFIL3 NHLRC3 NIBAN1 NINJ1 NINJ2-AS1 NKIRAS2 NMRK1 NNT-AS1 NOL10 NOL4L NORAD NPHP3 NPIPA1 NPIPB3 NQO1 NRP1 NSD3 NUDT13 NUMB NUP214 NUTM2A-AS1 NXPE3 OGA OGFRL1 OGG1 OGT ORAI3 ORM1 OSBPL11 OSBPL7 OTUD5 P2RX4 PAG1 PALS1 PCBP1-AS1 PCK2 PCMTD1 PCNX1 PDCD4 PDCD5 PDE4D PEX1 PGD PGM3 PHACTR2 PHF11 PHF21A PHGDH PHLDA2 PIERCE2 PIK3CA PITX1-AS1 PKD1 PKD2 PLAGL2 PLCH1 PLEK PLEKHA1 PLEKHA5 PLEKHA8 PLIN2 PLP2 PLPP5 PLSCR1 PMAIP1 PML PNPLA8 POC5 POFUT1 POLG PPDPF PPIP5K1 PPP1R15A PPP2R3C PRAM1 PREX1 PRIMPOL PRKCA PRMT2 PRNP PSAT1 PSIP1 PSPH PSTPIP1 PTBP3 PTER PTGR1 PTH2R PTK2B PTP4A3 PTPDC1 PTPN23 PTPRC PTPRE RAB11FIP1 RAB27A RAB2B RAB3IP RAB4B RAB8B RAD51D RALGAPA1P1 RAP2A RAPGEF2 RARA RBCK1 RBKS RBM39 RBM4 RCBTB2 RCN1 RCSD1 RECK RET RETN RETREG1 RFC5 RFX3 RGS14 RGS16 RGS2 RHBDD1 RHOBTB3 RIOK3 RIT1 RNF146 RNF185 RNF2 RNF41 RNF7 RPL10L RPL37 RPS6KA5 RPS6KC1 RSPH3 RSRP1 S100A11P1 S100A8 S100A9 S100P SAMD4B SAMD9L SANBR SCAF4 SCAPER SCYL2 SCYL3 SDC2 SEC14L1 SEC22C SEC24A SEC24D SECISBP2L SEL1L3 SEMA4A SEMA4B SEMA4C SEPSECS SERPINB1 SERPINB6 SESN2 SETD7 SGCB SGTB SH2B3 SH3BP2 SH3GLB1 SH3PXD2A SH3RF3 SH3YL1 SHFL SHISA2 SHMT2 SIPA1L2 SKA1 SKIL SLA SLC12A6 SLC16A6 SLC1A4 SLC22A15 SLC25A24 SLC25A36 SLC25A37 SLC25A40 SLC2A3 SLC30A7 SLC38A2 SLC3A2 SLC49A4 SLC7A1 SLC7A11 SLFN13 SMCR8 SMIM14 SMOX SNHG14 SNHG32 SNHG33 SNTB1 SNX16 SP100 SPACA9 SPG11 SPMIP4 SPPL2A SQSTM1 SRD5A1 SRD5A3 SRGAP2 SSBP2 SSH1 ST20 ST20-AS1 ST3GAL1 ST7L STAT2 STC2 STIM1 STK3 STK39 STK4 STX16 SUCNR1 SYNE3 SYNJ1 SYTL1 TAF15 TAFAZZIN TAGAP TALAM1 TANK TAP1 TAPT1 TATDN3 TBL1X TCEA3 TCF12 TCF4 TCP11L1 TES TFAP2E TFE3 TGIF1 THUMPD3-AS1 TIGD7 TIMM9 TIMP2 TIRAP TM2D1 TMEM116 TMEM135 TMEM143 TMEM154 TMEM170B TMEM268 TMEM52B TMEM65 TMEM80 TMEM87B TMIGD3 TMT1A TNFAIP2 TNFAIP8L2 TNFRSF10B TNFRSF10D TNFRSF1B TNRC6B TOR4A TP53I13 TPK1 TPM4 TRAF3IP2-AS1 TRAF3IP3 TRAPPC6A TRAPPC6B TRIB2 TRIB3 TRIM38 TRIM39 TRIM4 TRIM8 TRIOBP TRIQK TRMT13 TSC22D3 TSPAN31 TTBK2 TTC7B TTYH3 TUBA1A TUBE1 TUG1 TWIST1 TXNIP TYROBP UBALD2 UBE2H UBE2L6 UGGT1 UGGT2 USO1 USP27X USP3 USP37 USP9X UTRN VAMP4 VEGFA VLDLR VPS35L VPS39 VPS45 VPS8 VSIR WARS1 WDFY1 WDFY3 WDR33 WDR45 WNK1 WSB1 XIAP YIPF4 YIPF6 YJU2B YPEL5 ZBTB41 ZBTB46 ZBTB6 ZC3H6 ZCCHC24 ZCCHC8 ZER1 ZMYM2 ZMYM5 ZNF133 ZNF174 ZNF18 ZNF211 ZNF222 ZNF224 ZNF230 ZNF252P ZNF274 ZNF277 ZNF311 ZNF33B ZNF397 ZNF436 ZNF451 ZNF518A ZNF536 ZNF566 ZNF569 ZNF621 ZNF623 ZNF641 ZNF652 ZNF671 ZNF691 ZNF789 ZNF81 ZRSR2 ZSCAN16 ZSCAN29 ZSWIM6 KRIGE_RESPONSE_TO_TOSEDOSTAT_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_RESPONSE_TO_TOSEDOSTAT_6HR_DN ABCD3 ABCE1 ABCF2 ACADSB ACOT7 ACP3 ACSL5 ACTR5 ADAM15 ADAT2 ADI1 ADISSP ADORA2A ADRB2 AGMAT AGPS AHSA1 AIF1 AK4 AKAP1 AKT2 ALDH18A1 ALDH1B1 ALDH5A1 ALG1 ALG3 ALKBH2 ALMS1 ALYREF AMD1 ANAPC5 ANKLE1 ANKRD27 ANKRD36 ANKS6 ANTKMT ANTXR2 AP4B1 APBB2 APOOL AQR ARHGAP25 ARHGAP9 ARHGDIA ARHGDIG ARHGEF40 ARL5A ARMC10 ARRB1 ASAH1 ASB13 ASXL1 ATAD3A ATAD3B ATF7IP2 ATG3 ATG7 ATP11B ATP23 ATP5MC1 ATP5MC3 ATP5ME ATP5MF AURKAIP1 AZU1 B3GALNT2 B3GAT3 B3GNT7 B4GALT5 B4GAT1 BAG1 BAHCC1 BAZ2A BCCIP BCR BDH1 BDP1 BEND3 BID BIN2 BMP8B BNIP3L BOLA2 BOLA3 BTBD7 BZW1 BZW2 C11orf21 C1QBP C4orf3 C4orf33 C7orf50 C9orf78 CA2 CA8 CABLES1 CALR CAPG CARNMT1 CBX5 CCDC113 CCDC124 CCDC138 CCDC26 CCDC85B CCDC86 CCND1 CCT3 CD302 CD59 CD81 CDC42EP4 CEACAM6 CEBPA CENPM CENPV CENPW CENPX CEP43 CETN2 CFAP73 CFAP97 CFDP1 CFL2 CHCHD7 CHI3L1 CHID1 CHML CHMP1A CHORDC1 CHST4 CHST7 CIAPIN1 CKS2 CLEC11A CLPTM1 CLPTM1L CLTB CLUH COA7 COIL COL4A2 COPB2 COPRS COPS7B COPS9 COQ3 CORO7 COX11 COX16 COX5A COX7B CREB3L2 CRELD1 CTRL CTSG CUTC CWC25 CWF19L1 CYB561 CYB5A CYB5D1 CYB5RL DACH1 DANCR DBR1 DCAF13 DCAF4 DCAF8 DCBLD2 DCTPP1 DCUN1D5 DCXR DDI2 DDIAS DDX10 DDX18 DDX19A DDX24 DDX31 DDX54 DEAF1 DEF8 DEPDC7 DFFB DHCR24 DHCR7 DHODH DHRS9 DHX30 DHX33 DHX37 DHX57 DIMT1 DIXDC1 DKC1 DLEU1 DLEU2 DLX4 DNAAF2 DNAAF3 DNAAF5 DNAJA1 DNAJA4 DNAJB1 DNAJB6 DNAJB9 DNAJC11 DOHH DPCD DPP7 DPYSL2 DR1 DRAM1 DTD2 DUS3L DUSP23 DUSP3 DUSP4 DUT DYRK2 DZIP3 EARS2 EBF3 EBNA1BP2 EBP EBPL ECE2 ECI2 EEF1AKMT1 EEF1AKMT4 EEF2K EEIG2 EHBP1L1 EHD1 EI24 EIF3B EIF3J EIF4E EIF4E2 EIF5B ELOF1 ELP1 ELP2 EMC8 ENAH ENDOG ENSG00000213972 ERAP2 ERCC2 ERGIC1 ESF1 ETFA EWSR1 EXOSC3 EXOSC4 EXOSC7 FABP5 FAM111A FAM111A-DT FAM117B FAM118B FAM136A FAM162A FAM200C FAM201A FAM210A FAM229B FAM98A FARP2 FARSA FASN FBRSL1 FCER1G FCGR1A FGD3 FGFBP3 FJX1 FKBP1A FKBP4 FLT3 FLVCR1 FOXF2 FOXRED2 FSCN1 FUBP1 FUT4 FXN G3BP1 GADD45B GADD45GIP1 GALNT14 GALNT2 GAR1 GAS5 GBA1 GCAT GCSH GEMIN4 GEMIN5 GEMIN6 GFM1 GGA2 GJA3 GLA GLRX5 GLYR1 GM2A GNB4 GNL3 GNL3L GNPNAT1 GOLGA8N GOLM1 GOT2 GPATCH4 GPD1L GPR183 GPR85 GPS2 GRAMD4 GRPEL1 GRSF1 GRWD1 GSPT1 GTF2H2 GUSBP1 H2BC7 HDAC2 HDAC4 HDDC2 HDGF HDHD5 HEATR1 HES6 HILPDA HIVEP2 HIVEP3 HK2-DT HMGB1 HMGB1P4 HMGN3 HMOX2 HNRNPA3P1 HNRNPC HNRNPD HNRNPD-DT HNRNPDL HPDL HS3ST3A1 HS3ST3B1 HSP90AA1 HSP90B1 HSPA1B HSPA4L HSPB1 HSPBP1 HSPD1 HSPE1 HSPH1 IDH3A IDH3B IDS IFI16 IFITM2 IFT56 IFT57 IGFBP7 IGSF10 IKBIP IKZF1 IL17D IL18R1 IL6R ILF3 IMP3 IMP4 INF2 INSIG1 IPMK IPO4 IPO7 IRX3 ISCA1 ISG20L2 ITGA4 JPT1 JPT2 KANK1 KBTBD6 KCTD12 KIF20B KITLG KLHL18 KLHL23 KLHL42 KNOP1 KPNA5 L3HYPDH L3MBTL2 LAPTM4B LARP4 LAS1L LBHD1 LDHA LDLRAD3 LGALS12 LGALS14 LGALS9 LINC00294 LLPH LPCAT1 LPCAT2 LRG1 LRP3 LRPPRC LRRC34 LSM7 LSP1 LTV1 LUC7L LUC7L3 LY6E LYAR LYRM2 LYST MACROH2A1 MAD2L1 MANEA MANSC1 MAP2K3 MAPKAPK5-AS1 MARCKS MATK MAZ MCAT MCM8 MDFIC ME2 MED24 MED4 METTL16 METTL21A METTL26 METTL8 MFNG MGAT4A MGLL MICAL2 MICOS13 MIF MINDY2 MIR3682 MIR570 MLC1 MLKL MLLT6 MMACHC MOB3C MOGS MON1A MON2 MORF4L2 MORN2 MPHOSPH6 MPI MPZL1 MREG MRI1 MROH1 MRPL12 MRPL14 MRPL16 MRPL21 MRPL23 MRPL24 MRPL36 MRPL4 MRPL41 MRPL44 MRPL57 MRPS12 MRPS17 MRPS23 MRPS25 MRPS26 MRPS30 MRPS34 MRTO4 MS4A3 MSH6 MSI2 MT1X MTCH2 MTFMT MTFP1 MTHFD2L MTURN MYB MYBBP1A MYC MYLIP MYO10 N6AMT1 NAA10 NAA20 NAA25 NAA38 NAGPA NANOS1 NASP NAXE NCBP2 NCF1 NCL NCOA1 NCR3LG1 NDUFA11 NDUFAF8 NDUFB10 NDUFB7 NDUFC1 NDUFS3 NDUFS5 NEFH NELFCD NFE2L3 NHP2 NHP2P2 NIFK NINJ1 NIP7 NLN NME4 NOC2L NOCT NOL10 NOL11 NOL6 NOLC1 NOP16 NOP2 NOPCHAP1 NPRL2 NR2F2 NREP NRGN NRROS NSD3 NTHL1 NUB1 NUDC NUDT12 NUDT4 NUDT5 NUDT7 NUFIP1 NUP155 NUP214 NUP35 NUP62 NUP88 NXPE3 OVAAL OXER1 P2RY2 P2RY6 P2RY8 PA2G4 PACRGL PAFAH1B2 PAK1IP1 PALM2AKAP2 PALS1 PALS2 PCCA-DT PCOLCE2 PDAP1 PDCD11 PDCD5 PDE4A PEBP1 PEMT PES1 PEX5 PFAS PFDN6 PGK1 PGM3 PHACTR1 PHACTR3 PHB1 PHLDA2 PIAS2 PIGW PISD PLA2G4A PLAAT1 PLD6 PM20D2 PMPCA PNO1 PNP POLD2 POLR1A POLR1B POLR1C POLR1G POLR2D POLR2E POLR2F POLR2H POLR3G POLR3H POP1 POP7 PPAN PPARGC1B PPIH PPP1R14B PPP1R27 PPP2R2D PPP2R5D PPP4R3B PRADC1 PRAM1 PRCP PRDX1 PRDX4 PRKACA PRKAR2B PRKCQ-AS1 PRMT2 PRMT5 PRPF31 PRPS1 PRPS2 PRR5 PRR7 PRTN3 PRXL2B PSEN2 PSMA2 PSMA5 PSMA7 PSMC2 PSME3 PSMG4 PTGER2 PTGES2 PTMA PTMAP3 PTMAP4 PTPRC PUS7 PWP1 PWWP3A QDPR RABL2B RAD1 RAD18 RALGAPA2 RANBP1 RANGAP1 RBBP6 RBKS RBM12 RBM25 RBM26 RBM28 RCC1 RCSD1 RDH10 RDH13 RET RFESD RFK RFTN1 RGS14 RHOF RHOT2 RIDA RIOX2 RITA1 RLIG1 RMND5B RNASE2CP RNASE3 RNASET2 RNF126 RNF207 RNGTT ROPN1L RPGRIP1L RPIA RPL12P11 RPL21P68 RPL23AP4 RPL27A RPS26 RPS6KA4 RRP1 RRP12 RRP15 RRP1B RRP7A RRP9 RRS1 RSC1A1 RUVBL1 S100A11P1 SACS SANBR SAR1B SCAMP1 SCARB1 SCD SCFD2 SCLY SCO2 SCRIB SDC2 SDF2L1 SEC11C SEC62 SEH1L SEMA4B SENP3 SEPTIN7 SERBP1 SERF1A SERF2 SESN3 SETD4 SFN SFPQ SFXN1 SFXN4 SHFL SIVA1 SKP2 SLA SLAMF8 SLC11A2 SLC16A1 SLC17A9 SLC19A1 SLC19A2 SLC25A10 SLC25A12 SLC25A19 SLC25A30 SLC25A32 SLC25A39 SLC29A1 SLC29A2 SLC2A1 SLC2A5 SLC35G1 SLC37A4 SLC39A10 SLC39A4 SLC40A1 SLC43A3 SLC5A6 SLC7A6 SLFNL1 SLIRP SMC4 SMIM30 SMYD2 SNHG12 SNHG14 SNHG16 SNHG26 SNHG4 SNHG5 SNRNP25 SNRNP70 SNRPA1 SNRPF SNU13 SOD2 SORD SORL1 SOX4 SPART SPR SPRYD4 SPTLC2 SQLE SQSTM1 SRFBP1 SRGN SRM SRRT SRSF11 SSB SSBP3 SSBP4 ST20-AS1 STING1 STIP1 STK11 STK33 STOM STRBP SUMO1 SYNCRIP SYNGR1 SYNGR2 TAF5L TARDBP TASP1 TBC1D1 TBC1D22A-DT TBC1D4 TBL3 TCF3 TCOF1 TELO2 TENT5A TENT5C TET1 TEX261 TFAM TFB2M TFDP1 TFRC TGFBRAP1 TGIF2 TGS1 THADA THAP4 TIGD7 TIMM10 TIMM13 TIMM17A TIMM21 TIMM22 TIMM23 TIMM8B TIMP2 TJP2 TM7SF3 TMED4 TMEM109 TMEM116 TMEM120B TMEM147 TMEM150C TMEM177 TMEM201 TMEM50B TMEM64 TMEM68 TMEM70 TMEM97 TMF1 TMIGD3 TNFAIP2 TNFAIP8L2 TNFRSF1B TNFSF13B TNPO2 TOMM22 TOMM5 TOMM6 TOP1MT TOR1AIP2 TP53I13 TPM3 TPP2 TRAF3IP3 TRAPPC2L TREX2 TRG-AS1 TRIAP1 TRIM14 TRIP13 TRMT10A TRMT10C TRMU TRNP1 TSPOAP1 TSR1 TSR3 TTC5 TTLL12 TUBB2A TUBGCP4 TWIST1 TWNK TXLNG TXNDC17 TXNL4A UAP1 UBA2 UBAP2L UBASH3B UBE2NL UBIAD1 UBL5 UCK2 UMPS UNC13B UNC93B1 UPK3A UQCC3 UTP23 VAMP8 VARS1 VDAC1 VKORC1 VKORC1L1 WDR12 WDR3 WDR35 WDR36 WDR4 WDR45 WDR46 WDR74 WDR77 WDR90 WT1 XPO5 YBX3 YY1 ZAR1 ZBTB16 ZBTB24 ZDHHC11 ZFP36L2 ZMYND19 ZNF486 ZNF530 ZNF574 ZNF593 ZNF618 ZNF641 ZNF667 ZNF671 ZNF692 ZNF74 ZNF816 ZNHIT2 ZNRF3 ZSCAN31 ZSCAN5A KRIGE_RESPONSE_TO_TOSEDOSTAT_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRIGE_RESPONSE_TO_TOSEDOSTAT_6HR_UP AAK1 AARS1 ABCB10 ABCC4 ABCC5 ABHD2 ACAA2 ACAT1 ACSL1 ACTR3B ACY1 ADAL ADGRA3 ADGRE2 ADRB1 AGA AGO4 AGPS AHSA2P AJUBA AK6 AKAP13 AKNA AKTIP ALDH1L2 ALDH6A1 ALMS1 ALOX5 ALOX5AP AMACR ANKMY1 ANKRA2 ANXA3 AP1G2 AP1S2 APH1B APOLD1 APTX ARAP2 ARFGAP3 ARHGAP11B ARHGAP30 ARHGAP9 ARHGEF9 ARID4A ARK2N ARL17A ARL4A ARMC8 ARMCX3 ARRB1 ARRDC3 ARRDC4 ASNS ASPHD2 ASS1 ATAD2B ATF3 ATF5 ATG2A ATL2 ATOSA ATOX1 ATP5F1D ATP6V1E2 ATR ATXN1 ATXN2 AURKAIP1 AZI2 B3GLCT B3GNT5 B4GALT4 BATF3 BAZ2B BBLN BBS7 BCL11A BCL2A1 BCL3 BCL6 BGLAP BID BLTP3B BLVRB BMP2K BMS1P1 BNIP3L BOP1 BRAP BSDC1 BST1 BTG1 BYSL C10orf143 C18orf32 C19orf44 C1QBP C1orf74 C8orf33 CACNA2D4 CAPN2 CARD19 CARHSP1 CARNMT1 CARS1 CASP8 CAST CBLB CBS CBX4 CBX5 CCDC169 CCDC50 CCDC69 CCDC71L CCDC88C CCDC92 CCL2 CCL3 CCNB1IP1 CCNG2 CCPG1 CD320 CD37 CD40 CD48 CD55 CD59 CD69 CDC42BPA CDK17 CDK19 CDK6 CDKN1A CEBPB CELSR1 CENPBD1P CEP120 CEP19 CEP97 CHAC1 CHD2 CHD6 CHFR CHI3L1 CHKB CHMP1B CHROMR CKMT2-AS1 CLEC7A CLIC4 CLIP1 CLN6 CLPB CNOT7 COLGALT2 CPEB2 CPEB4 CR1 CREBL2 CRTC2 CSGALNACT2 CSRNP2 CSTA CTBS CTH CTSS CTTN CUL4B CXCL8 CYBB CYLD CYP2R1 CYTH2 DAPP1 DAZAP1 DBN1 DCAF15 DCAF5 DDB2 DDIT4 DDX21 DDX31 DDX46 DDX59 DEFA1 DENND1B DEPTOR DNAAF5 DNAJB9 DNAJC1 DNAJC10 DNAJC12 DPH2 DUSP10 DUSP5 DUSP6 DYNLT3 E2F7 EARS2 EDEM1 EFCAB11 EFHC1 EGR1 EIF1 EIF3B EIF3M EIF5 ELANE EME2 EMSY ENAH ENSG00000291107 ENTPD4 EPB41L3 EPOR ERAP1 ERGIC1 ERGIC2 ERI3 ERICH1 ERN1 ERRFI1 ESF1 ESYT2 ETS1 ETV5 EXOSC5 EXOSC6 F11R FAM118A FAM131B-AS2 FAM149B1 FAM174C FAM204A FAM3A FAM86C1P FAN1 FARSA FAS FBL FBXL13 FCER1G FCGR1A FIG4 FILIP1L FLOT1 FLRT2 FMNL2 FOSL2 FOXJ2 FPR2 FRA10AC1 FSBP FSD1L FTH1 FTH1P5 FTSJ1 FUT4 FYN FZR1 G6PD GABARAPL1 GABPB1-IT1 GADD45A GAL GALNT2 GARRE1 GARS1 GAS5 GAS6-AS1 GAS7 GATAD1 GBP3 GCC1 GFM1 GFOD1 GFPT1 GGACT GGPS1 GKAP1 GLIPR1 GMDS GNB5 GNE GNL1 GNS GOLGA1 GOLGA2 GOLGA6L9 GOLGB1 GORAB GPAT3 GPATCH2L GPCPD1 GPR137B GPR84 GPSM3 GPT2 GRB10 GRPEL2 GSPT1 GSTM1 GTF2H1 GTF2H2C GTPBP2 GTPBP4 H1-10 H1-2 HACD2 HACE1 HAGH HBEGF HBP1 HCG18 HCK HCST HDAC9 HEBP2 HECA HIP1 HIPK2 HLA-A HLA-E HLA-F HLA-G HLA-J HMCES HMGCL HMGN5 HOMER1 HOXD13 HSPA13 HTT IDH1 IFIT3 IFRD1 IFRD2 IFT57 IFT80 IGF2R IGFBP7 IKZF5 IL18 IL18RAP IL1RN ILF3 INAFM1 ING4 INPP1 INPP5K INPPL1 IRAG2 IRAK4 IRF2BPL ISL2 ISOC2 ITGAV ITM2A ITM2B ITPR1 ITPR2 ITPRIP IVNS1ABP JAG1 JAK1 JMJD8 KAT2B KCNE3 KDM6A KDM6B KDM7A KHSRP KIF1B KIF21B KIF9 KIZ KLF10 KLF4 KLF9 KLHL2 KLHL24 KLHL5 KRBOX4 KRCC1 KSR1 KTI12 LACC1 LETMD1 LGALS1 LIMK2 LIN7A LINC-PINT LINC00205 LINC00662 LINC00667 LINC00926 LINC01409 LIPT2-AS1 LLGL2 LMBRD2 LMO4 LNPEP LOC105379499 LPIN2 LPL LPP LRP10 LRPPRC LRRFIP1 LSS LYZ MAFB MAFF MAML3 MAP1LC3B MAP2K5 MAP3K5-AS2 MAP7 MARS1 MBD6 MBNL2 MCEMP1 MDM4 ME1 MED17 MEF2A METTL21A METTL25B METTL26 METTL4 METTL8 MFSD6 MFSD8 MGC16275 MIA2 MID1IP1 MIER3 MINDY2 MIPEP MIR124-1HG MIR17HG MIR223 MIR503HG MIRLET7D MLLT11 MLST8 MORC2-AS1 MORF4L2 MOSMO MPO MR1 MS4A3 MSRB2 MT1F MTHFD2 MTHFD2L MTMR6 MTPAP MUTYH MXD1 MYL12A MYO19 MYO1B MYO1G MYO5A MZF1 N4BP1 N4BP2L2 NAA15 NABP1 NAGK NAMPT NAP1L1 NASP NBDY NBPF9 NBR1 NBR2 NCEH1 NCLN NCOA3 NDE1 NDUFAB1 NDUFAF4 NEAT1 NEDD4 NEK1 NEU3 NFAT5 NFE2L1 NFIL3 NHLRC3 NIBAN1 NICOL1 NIFK NINJ2-AS1 NKIRAS2 NLN NME1 NMRK1 NNT-AS1 NOC2L NOC3L NOC4L NOL10 NOL4L NOLC1 NOP14 NOP56 NOP9 NORAD NPHP3 NPIPA1 NPIPB3 NPM3 NQO1 NR1D2 NR1H3 NRP1 NSD3 NUDT13 NUMB NUP160 NUTM2A-AS1 NXT1 OGA OGFRL1 OGG1 OGT ORAI3 ORM1 OSBPL11 OSBPL7 OTUD5 P2RX4 PA2G4 PA2G4P2 PACRGL PAG1 PALS2 PARVB PCBP1-AS1 PCID2 PCK2 PCMTD1 PCNX1 PDCD11 PDCD2L PDCD4 PDCD5 PDE4D PEX1 PFDN6 PGAM5 PGD PHACTR2 PHF11 PHF21A PHGDH PIERCE2 PIGL PIH1D2 PIK3CA PITX1-AS1 PKD1 PKD2 PKP4 PLAGL2 PLCH1 PLEK PLEKHA1 PLEKHA5 PLEKHA8 PLEKHH1 PLIN2 PLP2 PLPP5 PLSCR1 PMAIP1 PML PMVK PNO1 PNPLA8 POC5 POFUT1 POLG POLR1F PPDPF PPIP5K1 PPP1R15A PPP2R3C PREX1 PRG2 PRIMPOL PRKACB PRKCA PRMT1 PRMT3 PRNP PROSER2 PRRC2C PSAT1 PSIP1 PSPH PSTPIP1 PTBP3 PTER PTGER4 PTGR1 PTH2R PTK2B PTP4A3 PTPDC1 PTPN23 PTPRC PTPRE PUM3 PWP2 PXN-AS1 QTRT1 RAB11FIP1 RAB27A RAB2B RAB32 RAB3IP RAB4B RAB8B RABEPK RAD51D RALGAPA1P1 RANGAP1 RAP2A RAPGEF2 RARA RBCK1 RBFA RBM39 RBM4 RBSN RCBTB2 RCL1 RCN1 RECK RET RETN RETREG1 RFC5 RFX3 RGS16 RGS2 RHBDD1 RHOBTB3 RIOK1 RIOK3 RIOX2 RIT1 RNASEH1-DT RNF126 RNF146 RNF185 RNF2 RNF41 RNF7 RPAIN RPL10L RPL22L1 RPL37 RPL5 RPP40 RPS6KA5 RPS6KC1 RSPH3 RSRP1 RUVBL2 S100A8 S100A9 S100P SAMD4B SAMD9L SCAF11 SCAF4 SCAMP1 SCAPER SCARB1 SCO1 SCYL2 SCYL3 SEC14L1 SEC22C SEC24A SEC24D SECISBP2L SEH1L SEL1L3 SEMA4A SEMA4C SEPSECS SERPINB1 SERPINB6 SESN2 SETD7 SFXN4 SGCB SGTB SH2B3 SH3BP2 SH3GLB1 SH3PXD2A SH3RF3 SH3YL1 SHISA2 SHMT2 SHPK SIPA1L2 SKA1 SKIC8 SKIL SLC12A6 SLC12A9 SLC16A6 SLC1A4 SLC22A15 SLC25A24 SLC25A36 SLC25A37 SLC25A40 SLC29A1 SLC2A3 SLC30A7 SLC36A4 SLC37A4 SLC38A2 SLC38A5 SLC39A14 SLC39A3 SLC3A2 SLC49A4 SLC7A1 SLC7A11 SLFN13 SMARCD1 SMCR8 SMIM14 SMOX SNHG14 SNHG32 SNHG33 SNORA57 SNTB1 SNX16 SORD SP100 SPACA9 SPG11 SPMIP4 SPPL2A SPRY1 SRD5A1 SRD5A3 SRGAP2 SSBP2 SSH1 ST20 ST3GAL1 ST7L STAT2 STC2 STIM1 STK3 STK39 STK4 STX16 SUCNR1 SUPV3L1 SYNE3 SYNJ1 SYTL1 TAF15 TAF4B TAFAZZIN TAGAP TALAM1 TANK TAP1 TAPT1 TATDN3 TBC1D4 TBL1X TCEA3 TCF12 TCF4 TCP11L1 TES TFAP2E TFE3 TFEC TGIF1 THOP1 THUMPD3-AS1 TIMM10 TIMM50 TIMM9 TIRAP TM2D1 TM7SF3 TMED3 TMEM135 TMEM143 TMEM154 TMEM170B TMEM268 TMEM52B TMEM65 TMEM80 TMEM87B TMT1A TNFRSF10B TNFRSF10D TNRC6B TOMM40 TOR4A TPK1 TPM4 TPR TRAF3IP2-AS1 TRAFD1 TRAP1 TRAPPC6A TRAPPC6B TRIB1 TRIB2 TRIB3 TRIM38 TRIM39 TRIM4 TRIM8 TRIOBP TRIQK TRMT13 TRMT5 TSC22D3 TSPAN31 TSR1 TTBK2 TTC7B TTYH3 TUBA1A TUBA3E TUBE1 TUG1 TXNIP TXNL4A TYROBP UBALD2 UBE2E2 UBE2H UBE2L6 UGGT1 UGGT2 UMPS URB1 USO1 USP19 USP27X USP3 USP37 USP7 USP9X UTP15 UTP20 UTRN VAMP4 VARS1 VEGFA VLDLR VPS35L VPS39 VPS45 VPS8 VSIR WARS1 WDFY1 WDFY3 WDR33 WDR4 WDR43 WDR45 WDR74 WDR75 WNK1 WSB1 XIAP YIPF4 YIPF6 YJU2B YPEL5 ZBTB41 ZBTB46 ZBTB6 ZC3H6 ZCCHC24 ZCCHC8 ZEB2 ZER1 ZMYM2 ZMYM5 ZNF133 ZNF174 ZNF18 ZNF211 ZNF222 ZNF224 ZNF230 ZNF252P ZNF274 ZNF277 ZNF311 ZNF330 ZNF33B ZNF397 ZNF436 ZNF438 ZNF451 ZNF518A ZNF536 ZNF566 ZNF569 ZNF621 ZNF623 ZNF641 ZNF652 ZNF691 ZNF696 ZNF789 ZNF81 ZNRD2 ZRSR2 ZSCAN16 ZSCAN29 ZSWIM6 KRISHNAN_FURIN_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRISHNAN_FURIN_TARGETS_DN KCNIP2 LEPR NCMAP OPLAH PTGR2 RPF1 SENP8 TSPAN9 ZNF385C KRISHNAN_FURIN_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KRISHNAN_FURIN_TARGETS_UP DTL FOS H3-3B HSPA1A HSPA8 IGHG1 JUN MGARP S100A3 TGM2 KUMAMOTO_RESPONSE_TO_NUTLIN_3A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAMOTO_RESPONSE_TO_NUTLIN_3A_DN CCNA2 CCNB1 CDC20 CDKN3 CENPF CKS2 KIF2C KIFC1 KNL1 SPAG5 KUMAMOTO_RESPONSE_TO_NUTLIN_3A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAMOTO_RESPONSE_TO_NUTLIN_3A_UP BTG2 CYFIP2 GDF15 MDM2 NINJ1 PLTP SESN1 SULF2 TP53I3 KUMAR_AUTOPHAGY_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAR_AUTOPHAGY_NETWORK ABTB2 ACAT2 ACTL6B ARPP19 BMP1 CARD17P CDAN1 CDH6 CENPK CNN1 CPS1 CPZ CRX DIRAS1 DPY30 EMP2 ENTREP3 FGF23 FRMD5 FUCA2 GAL3ST3 GALNT2 GATD3 GUK1 HCAR2 HCP5 HNRNPC IRF4 KERA KLHL11 KLRF1 KRBA1 LAMB1 LCOR LETM2 LGALS9 LINC02870 LST1 LTBP4 MAPK10 MOCS2 MRPL20 MRPL3 MSMP NAT16 NEK7 P2RY13 PDK1 PDZD11 PGK1 PGM1 PLEKHG2 PROK2 PRXL2C PXK RELL1 REV3L RIMS2 RTF2 SLC26A11 ST8SIA4 TFAP2C TLCD4 TLR8 TOP2A USP9Y VCP VPS26B ZNF416 ZNF554 ZNF599 ZNF831 KUMAR_PATHOGEN_LOAD_BY_MACROPHAGES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAR_PATHOGEN_LOAD_BY_MACROPHAGES ABTB2 ACAT2 ACSL1 ACTL6B ADGRG4 AGER AGR3 AK5 AKTIP AMN1 ANO4 AP1B1 ARL10 ARPP19 ASPSCR1 ASTN2 ATP5F1C ATP7A ATP9A BBS2 BET1L BMP1 BPIFB1 BPY2B BTLA C12orf54 C17orf80 C1orf43 C2orf42 C2orf76 C6orf89 C9orf40 CALCOCO2 CALML6 CARD17P CATSPER2 CCNB1 CDAN1 CDC20B CDC42EP3 CDH6 CENPH CENPK CEP76 CHMP2A CHMP2B CIAPIN1 CLDN15 CLEC4G CLNS1A CLVS2 CNN1 COL11A2 CPLANE2 CPS1 CPZ CRX CSRNP1 CXCL5 CYYR1 DCAF4 DCAKD DIMT1 DIRAS1 DMPK DNAJC19 DPY30 DYNC2I1 E2F3 ECE2 EFHC2 ELK4 EMP2 ENTREP3 FAM47B FBXL16 FBXO38 FCGR1BP FGF23 FOXD3 FOXD4L1 FOXR1 FRMD5 FUCA2 GAL3ST3 GALE GALNT2 GATD3 GGA1 GJA10 GMPPA GOLT1B GPR148 GPR151 GPR158 GPR183 GTF3C2 GTPBP10 GUK1 H1-10 H2AC25 H2AJ HCAR2 HCFC1 HCP5 HIP1R HLA-E HNRNPA3 HNRNPC HPCA HPDL IFT27 IFTAP IL17D IPO13 IRX1 ITGB1 KBTBD8 KERA KIAA1958 KIF6 KLHL11 KLRF1 KRBA1 KRT6B LAMB1 LCOR LETM2 LGALS9 LILRB1 LINC02870 LRATD1 LRP5L LST1 LTBP4 MAFF MAPK10 MARS2 MCL1 MCUB MIR1915HG MN1 MOCS2 MRGPRG MRPL20 MRPL3 MSMP MSRA MYL1 MZT2A N4BP2 NAT16 NDUFA11 NEK7 NELL2 NKAIN3 NKRF NRBP1 NXNL2 ODF1 ODF2 OR13F1 OR56A1 OR6Y1 OR8B4 OTX1 P2RY13 PACC1 PARP12 PARS2 PCDH17 PDE12 PDK1 PDZD11 PEX1 PFKFB4 PGAP4 PGK1 PGM1 PHC3 PIK3CB PIK3R1 PKD1L2 PLAC4 PLEKHG2 PLXNA4 POP5 PPY PRDX5 PROK2 PRSS33 PRXL2C PTMA PWWP3A PXK RAB3IL1 RAET1L RALGDS RASSF5 RBM44 RBM7 RELL1 REV3L RIMS2 RNASEH2B RPP40 RTF2 S100A8 SANBR SBNO1 SCGB1D4 SCRN1 SCTR SDR42E1 SH2B3 SHISAL2A SLC24A2 SLC26A11 SLC37A3 SLC38A10 SLC9A2 SPATA1 SPATA19 ST8SIA4 STIL STK40 STOML2 STX1B SYT1 SYTL5 TAC3 TAP1 TAS1R2 TBL2 TFAP2C THOC7 TLCD4 TLE5 TLE6 TLR8 TMEM201 TMEM254 TNFRSF10A TNFRSF19 TOLLIP TOP2A TPMT TRIP11 TRMT2B TTC6 UAP1 UBE2D2 UBN1 UBOX5 UGT1A6 UMOD USP9Y VCP VPS26B WARS1 YTHDF1 ZAR1 ZNF271P ZNF286A ZNF384 ZNF396 ZNF416 ZNF554 ZNF57 ZNF599 ZNF746 ZNF827 ZNF831 ZXDA KUMAR_TARGETS_OF_MLL_AF9_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUMAR_TARGETS_OF_MLL_AF9_FUSION ABCC5 ABHD14A ABHD8 ABLIM1 ACADS ACOD1 ACOT9 ADAR ADGRG3 AKAP8 AKR1C4 AKT1 ALDH7A1 ALOX15 ANG ANGPT1 ANKRD10 ANXA1 AQP9 ARG2 ARL6IP4 ARMCX2 ATG7 ATM ATP1B3 ATXN10 B4GALNT1 BASP1 BCKDHA BLK BLNK BMAL1 BPNT2 C15orf39 C1QC C1R C4orf3 CAMK2D CAPRIN2 CBX6 CCL5 CCNG2 CCR9 CD19 CD2 CD27 CD3E CD5 CD55 CD5L CD6 CD72 CD79A CD83 CD8A CD8B CD9 CDC42EP4 CDH5 CDIP1 CEACAM1 CEBPZ CHCHD10 CIB1 CIDEB CITED2 CLCN3 CLDN1 CLN6 CMBL CMPK2 CMTR1 COL19A1 CORO2B COX6A2 CPA3 CPSF4 CSNK1A1 CTC1 CTSB CTSC CTSW CXCR3 CXCR5 CXXC5 CYB561 CYP11A1 CYP2A6 CYP2D6 CYP2S1 CYP7B1 CYRIB DAB2IP DCK DDAH2 DDR1 DLAT DMPK DNAJC3 DNTT DSC1 DSP DTD1 DUSP9 EBF1 EIF2S2 EIF3E EIF3J ELL2 ELN ELOVL5 ENO1 ENPEP EOMES EPHX1 EPX EXT2 EXTL3 EYA2 F10 F2R F2RL2 F8A1 FAM76B FASN FBP1 FCER1A FCER2 FCGR1A FCRLA FERMT3 FKBP9 FRAT2 FYN GABBR1 GALNT3 GAPDH GAS2 GATA3 GDPD3 GIMAP1 GIMAP4 GJB3 GLG1 GNB4 GNG12 GOLIM4 GPC1 GPC4 GPX3 GSDME GSTA2 GSTO1 GTPBP2 GUCA2B GUCD1 GUSB GZMA H1-0 HDAC7 HDC HINT2 HIVEP2 HK2 HMGCS1 HMX3 HNRNPA2B1 HOXA10 HOXA5 HOXA6 HOXA7 HOXA9 HPGD HPS1 HS3ST1 HSPA4 IARS2 ICA1 ICOS IDH1 IFI16 IFI27L2 IFIT1B IFIT2 IFIT3 IFNB1 IGF1 IGHD IGHM IGHV1-46 IGLC1 IGLL1 IGLV4-69 IL1RL1 IL1RN IL4 IL7R INHBA IRF4 IRF9 IRGM ISG15 ITK ITM2A ITSN1 KANK3 KCNAB2 KIAA2013 KLK1 KLRC1 KLRD1 KMT2A KMT5A KRTAP5-2 LCK LCT LEF1 LGALS3BP LGR5 LHPP LHX3 LILRB4 LIMS1 LPCAT1 LSG1 LTB LTF LY6D LYSMD2 MAG MAPK3 MARCKS MBNL1 MCOLN2 MEF2C MEIS1 METTL9 MGP MID1IP1 MIGA2 MMP9 MOCOS MR1 MRC1 MS4A1 MS4A2 MTDH MYL4 MYO1D NABP1 NAGLU NAT8B NAV1 NCR1 NFE2L2 NFIX NME3 NPEPL1 NSG2 ODC1 OGFOD2 OLA1 OLFM1 ORMDL3 OTUD5 PAN2 PAX5 PCBP2 PCCB PDCD6 PDE7A PDK1 PDLIM1 PDXDC1 PDZK1 PENK PERP PES1 PEX7 PFKP PGM1 PGRMC2 PHTF2 PIM2 PKP4 PLA2G4A PLA2G7 PLBD1 PLET1 PLS3 PML POLM POLR1B POSTN POU2AF1 PPIC PRDM5 PRG2 PRG3 PRKCA PRKCQ PSIP1 PSMD9 PTCH1 PTGER4 PTP4A3 PTPRCAP RAB31 RABGGTB RAG1 RALGPS2 RAMP1 RAP1A RB1 RBBP6 RBPMS RECK REM1 REXO5 RGS9 RHOB RMC1 RNASE3 RNF11 RNF220 RPS6KB2 RPS6KC1 RSAD2 RSL24D1 RUSC1 RYR1 SATB1 SCD SDC4 SEMA6B SERPINB3 SFMBT2 SH3BGR SH3GLB1 SHD SIT1 SLAIN1 SLC12A2 SLC25A53 SLC30A4 SLC31A1 SMAGP SMO SNHG6 SOX4 SPATA13 SPATA6 SPIB SPIC SPP1 SPTLC2 SRGAP2 ST6GAL1 ST6GALNAC4 STK39 STX18 TAF1B TAF9 TBXAS1 TCF7 TERT TFB2M TGIF2 THY1 TM2D2 TMEM141 TMEM183A TMEM205 TMEM30A TNFRSF19 TP53INP2 TPI1 TRAC TRAF4 TRBC1 TRBC2 TRIM5 TSPAN13 TTC39B TXN TXNDC17 UBE2B UGDH UPP1 USE1 USP18 VCAM1 VNN3P VPREB1 VPS41 VPS53 VTA1 WFDC21P XPO1 ZAP70 ZCCHC3 ZDHHC14 ZFP2 ZFPM1 ZFTRAF1 ZIK1 ZNF362 ZNF821 KUNINGER_IGF1_VS_PDGFB_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUNINGER_IGF1_VS_PDGFB_TARGETS_DN ADO ANLN ANXA8L1 ARHGAP6 ATP1A3 B3GNT2 CAV2 CD53 CDKN2D CENPH CKAP2L CLBA1 CPED1 CSF2RB DLX3 DUSP4 DUSP6 EPS8 ERRFI1 F2R F3 FBXO32 GFOD1 GREM1 HMGA2 IL1R1 IL33 JADE2 LBH MGP MMD NCEH1 PHEX PLXDC1 PRKG2 PTGS1 RBPMS RCAN2 SLC37A3 SMIM36 SNX8 SPAG5 SPRR1A THBD THBS2 TIMP1 TPX2 KUNINGER_IGF1_VS_PDGFB_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUNINGER_IGF1_VS_PDGFB_TARGETS_UP AAMDC ACTA1 ACTC1 ACTN3 ATP2A1 ATP2B4 BRWD1 C1QTNF3 CAVIN2 CCDC134 CNR1 COX6A2 DAAM2 DCLK1 DDC ENAH ERBB3 FAM8A1 FBXO17 FMO1 FNDC5 FST FZD5 GATM GPT2 HDAC11 HJV HSPB2 IFFO1 IGF2 ITGB1BP2 KLHL40 KLHL41 LDB3 LMOD2 MYBPH MYH3 MYL1 MYL4 MYLK4 MYMK MYMX MYOG MYOM2 NCAM1 NEIL1 NPNT PABPC1L PARM1 PGAM2 PKIA PPFIA4 PRKAA2 PRKAG3 PYGM RB1 RYR1 SGCA SGCG SMPX SMTN SMYD1 SNTB1 SOX8 SRL STYXL2 SYNPO2L TMEM182 TMEM38A TNNC1 TNNI1 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TTN UNC45B USP2 USP3 XIRP1 ZBTB18 KUROKAWA_LIVER_CANCER_EARLY_RECURRENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUROKAWA_LIVER_CANCER_EARLY_RECURRENCE_DN HLA-A HLA-B IGF2R LCLAT1 RB1 VPS35 KUROKAWA_LIVER_CANCER_EARLY_RECURRENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUROKAWA_LIVER_CANCER_EARLY_RECURRENCE_UP AK1 ALCAM CDH1 DAPK1 DDX39B HSPA1A KRT8 NMT1 NRG2 PUF60 RGS5 USP39 KUROZUMI_RESPONSE_TO_ONCOCYTIC_VIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUROZUMI_RESPONSE_TO_ONCOCYTIC_VIRUS C3 CASP1 CCL2 CCL20 CCL22 CCL23 CCL3 CCL5 CCL7 CCR1 CCR2 CCR4 CCR5 CCR6 CCR7 CCR9 CD40LG CXCL10 CXCL2 CXCL9 CXCR2 CXCR3 CXCR5 IFNG IL10RA IL11 IL13RA1 IL15 IL16 IL18 IL1A IL1B IL1R2 IL2RB IL2RG IL36RN IL6R IL6ST ITGAD LTA LTB SPP1 TNF TNFRSF1B XCR1 KUROZUMI_RESPONSE_TO_ONCOCYTIC_VIRUS_AND_CYCLIC_RGD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUROZUMI_RESPONSE_TO_ONCOCYTIC_VIRUS_AND_CYCLIC_RGD BCL6 CCL11 CCL22 CCR1 CCR2 CCR4 CCR5 CCR8 CCR9 CD40LG CXCL11 CXCL9 CXCR1 CXCR2 IFNG IL10 IL10RA IL13 IL2RB IL36RN LTA KUUSELO_PANCREATIC_CANCER_19Q13_AMPLIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUUSELO_PANCREATIC_CANCER_19Q13_AMPLIFICATION AKT2 C19orf47 CCNP CLC DLL3 DYRK1B EID2 EID2B FBL FCGBP GMFG IFNL1 LEUTX LGALS13 LGALS14 LGALS16 LGALS17A LRFN1 MAP3K10 MED29 PAF1 PLD3 PLEKHG2 PRR13P5 PSMC4 RPS16 SAMD4B SELENOV SUPT5H TIMM50 TTC9B ZFP36 ZNF546 ZNF780A ZNF780B KUWANO_RNA_STABILIZED_BY_NO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KUWANO_RNA_STABILIZED_BY_NO CHIC2 GADD45B HMOX1 ID3 KLF10 PTGS2 RGS2 KYNG_DNA_DAMAGE_BY_4NQO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_4NQO ABCC1 ADAMTS1 ADH6 ANKRD11 ASMTL ATF7 ATOX1 CD36 CYB5A CYBRD1 CYP51A1 DSCAM ESD FBLN2 HSPB8 ID1 IFNGR2 IL16 ITGB5 LSP1P4 MOK MPP3 MT1H NET1 PCK2 PDCD2 PDGFRL POLR2F PPA1 RAB11B RABGGTB RHOBTB3 RUFY3 SSR3 USP9X WNT5A KYNG_DNA_DAMAGE_BY_4NQO_OR_GAMMA_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_4NQO_OR_GAMMA_RADIATION AGPAT1 CYP19A1 DCTD EGFR EGR1 EPHA1 FAN1 FGF2 GYPB LIMS1 LRRFIP2 PPOX PPP1R12C SERPINE2 UBE2N KYNG_DNA_DAMAGE_BY_4NQO_OR_UV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_4NQO_OR_UV ADAM11 AKAP6 ARNT2 ATP6V0B BAP1 BTG3 C3AR1 CDC25A DUSP5 EFNB3 GGA3 HNMT HNRNPD IFNGR1 IGF1 IL18R1 IL1R1 INPP1 IRF2 ITGAL ITGB1 KCNK1 KIFC1 KRT13 LRP1 MIR9-1HG MTA1 MYD88 NMT1 PAFAH1B3 PCDH1 PCNA PCYT2 POFUT1 PPP2CB PRELP PRKAB1 PRMT1 PSG1 PTPRK PTPRN2 RAB7A RAB9A RAP2A RBM3 RBM5 RIN2 SEMA4D SERPINB2 SLC31A2 SLC35B1 SLC9A6 SUOX TCEA2 TCF7L2 TFPI2 TGFB3 TLE1 TOPBP1 TWF1 KYNG_DNA_DAMAGE_BY_GAMMA_AND_UV_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_GAMMA_AND_UV_RADIATION ACTN4 ADSL AHCY ALDH9A1 APBA3 ATP6V0A1 BCL2L2 C1QTNF6 CCL28 CCNA2 CCNC CCND1 CCNH CDCA7 COG6 COPB2 CREBBP CRHBP CSNK1A1 CXADR CXCR4 DIS3 DNAJA1 DNALI1 EML4 ENDOU ENPP5 ENTPD1 ERCC5 EVI2A FMO4 GADD45A GCLC GYPB H2AJ HEXB HPCA IGFBP1 IL10RB ITIH2 ITPKB LDHD LOX MEF2C MMP7 MORF4L1 MSX2 N4BP1 NDUFB6 NNMT NRP2 PBX1 PHF3 PLCL1 PLD6 POLR2A PPP1R14A PPP3CA PRKD2 PRLR PSG2 PTGER4 PTH RAB6A RBBP6 RBL1 RPS6KA3 RPS6KB1 SAA1 SEM1 SEMA7A SERPINB6 SIAH1 SLC1A3 SLC6A1 TPM1 VCAM1 KYNG_DNA_DAMAGE_BY_GAMMA_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_GAMMA_RADIATION AP1G1 APPBP2 ARF1 ARNT ATP5MJ ATRX AVPR1A BDH2 CACNA1I CCL13 CD8A CHL1 CHRNA7 CHRNE CIB2 CKS2 CRABP2 CYBB CYP39A1 DCT DDX18 DOCK2 DSC2 EPHA1 FADS1 FBLN1 FOLH1 FRZB GBP1 HBEGF HCLS1 HELZ HIBADH HLA-DQB1 HOXD9 HSF2 INSL4 LDHC LINS1 LIPC LRBA MET MITF MYB MYO5B NDEL1 NRK NRP2 PCSK5 PDE4DIP PDHA1 PFN1 PPIEL PPP2CA PRG2 PTGFRN RAB1B RAB2A RAB6A RBM6 RBP4 RHOB RIT2 RNF168 SCD SEC22A SEMA3B SLCO2A1 SMAD4 SP140 SP3 STAT5B SYNC TIA1 TIE1 TRAF6 VDAC3 KYNG_DNA_DAMAGE_BY_UV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_BY_UV ACE ADAM12 ADAMTS3 ALDH8A1 ATP7A CAB39 CD53 CD69 CEBPB CIR1 CNN1 COPS7A CRYAB CSF2RB DBT DLX4 EIF4A1 ELF4 EPS8L1 GDF11 GM2A GPD2 GSTA2 IL11RA KIF14 LCN2 LCP2 LIG4 MECOM MGAT2 MINK1 NFYB NRCAM PDCD10 PHLDA1 PRKAB2 PRKACA PTPN18 PTPRCAP QPCT RAB7A ROPN1L SEC23A SIRT5 SKAP1 SLC6A12 SNX8 ST6GALNAC2 STAT3 TFDP2 THOC1 TNFRSF10B UBR2 VASP KYNG_DNA_DAMAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_DN ACE ACTN4 ADAMTS1 AGPAT1 AKAP12 ALDH3B2 ALDH9A1 ANKRD11 ANXA1 AP3B2 APBA3 ARF1 ARPC1B ATOX1 ATP5ME ATRX BEX3 BNIP3L BTG3 CAB39 CALU CCN2 CCNA2 CCNC CCND1 CCNH CCNL2 CD36 CD53 CD69 CDC25A CDCA7 CEBPB CIB2 CIR1 CNN1 COG6 COL3A1 COPB2 COPS7A CREBBP CRHBP CRYAB CSDE1 CSF2RB CSNK1A1 CTCF CXCL2 CYCS CYP51A1 DAXX DNAJA1 DSCAM EFNB1 EGR1 EIF3L EIF4E ENDOU EPS8L1 ESD FBLN2 FGF2 FGFR4 FLOT1 FMO4 FN1 GADD45A GALNT2 GBP1 GLRX GOLGA4 GOLPH3 GPD2 GYPB HEXB HGF HLA-DQA1 HSD17B10 HSPB8 ID1 IFNGR1 IFNGR2 IGF1 IGFBP3 IL10RB IL11RA INPP1 IRF2 ITGAL ITGB1 ITGB5 ITGB8 KRT13 LCK LCN2 LDHC LIMS1 LOX LSP1P4 MARK3 MINK1 MIR9-1HG MOK MORF4L1 MT1H MT1X MYD88 NDRG1 NDUFB6 NET1 NGF NMT1 NNMT NRP2 OAZ1 PAFAH1B3 PBX1 PCK2 PCNA PDCD5 PDGFRL POLR2F PPA1 PPP1R14A PPP2CA PRDX4 PRELP PRKAB1 PRKAB2 PRKACA PRKD2 PRMT1 PRSS23 PSG1 PSG2 PTGER4 PTPN18 RAB11B RAB2A RAB6A RAB7A RABGGTB RAP2A RBL1 RHOB RHOBTB3 RHOD RIN2 RPL7A SAA1 SEM1 SEMA3B SEMA4D SEMA7A SERPINB2 SERPINB6 SERPINE2 SGCB SLC31A2 SLC35B1 SNX8 SOD1 SSR3 ST6GALNAC2 SUOX TAF10 TAF1C TBCA TCF7L2 TFPI2 TGFB3 TIA1 TLE1 TNFRSF10B TP53I11 TPM1 TPR TWF1 TXNRD2 UGCG VDAC3 VIM KYNG_DNA_DAMAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_DNA_DAMAGE_UP ABCC1 ADAM11 ADAM12 ADAMTS3 ADH6 ADSL AHCY AKAP6 ALDH8A1 AP1G1 APPBP2 ARNT ARNT2 ASMTL ATF7 ATP5MJ ATP6V0A1 ATP6V0B ATP7A AVPR1A BAP1 BCL2L2 BDH2 C1QTNF6 C3AR1 CACNA1I CCL13 CCL28 CD8A CEPT1 CHL1 CHRNA7 CHRNE CKS2 CNKSR1 COL17A1 CRABP2 CTNND1 CXADR CXCR4 CYB5A CYBB CYBRD1 CYP19A1 CYP39A1 DBT DCT DCTD DDX18 DIS3 DLX4 DNALI1 DOCK2 DSC2 DUSP5 EFNB3 EGFR EIF4A1 ELF4 EML4 ENPP5 ENTPD1 EPHA1 ERCC5 EVI2A FADS1 FAN1 FBLN1 FOLH1 FRZB FUT4 GCLC GDF11 GGA3 GM2A GNPNAT1 GSTA2 GYPB H2AJ HBEGF HCLS1 HELZ HIBADH HLA-DQB1 HNMT HNRNPC HNRNPD HOXD9 HPCA HSF2 IGFBP1 IL16 IL18R1 IL1R1 INSL4 ITIH2 ITPKB KCNK1 KIF14 KIFC1 LCP2 LDHD LIG4 LINS1 LIPC LRBA LRP1 LRRFIP2 MECOM MEF2C MET MGAT2 MITF MMP7 MPP3 MSX2 MTA1 MYB MYO5B N4BP1 NCOR1 NDEL1 NFYB NRCAM NRK NRP2 PCDH1 PCSK5 PCYT2 PDCD10 PDCD2 PDE3A PDE4DIP PDHA1 PFN1 PHF3 PHLDA1 PLCL1 PLD6 POFUT1 POLR2A PPIEL PPOX PPP1R12C PPP2CB PPP3CA PRG2 PRLR PTGFRN PTH PTPRCAP PTPRK PTPRN2 QPCT RAB1B RAB6A RAB7A RAB9A RBBP6 RBM3 RBM5 RBM6 RBP4 RIT2 RNF168 ROPN1L RPS6KA3 RPS6KB1 RUFY3 SCD SEC22A SEC23A SGPL1 SIAH1 SIRT5 SKAP1 SLC1A3 SLC30A5 SLC6A1 SLC6A12 SLC9A6 SLCO2A1 SMAD4 SOX7 SOX9 SP140 SP3 STAT3 STAT5B SYK SYNC TCEA2 TFDP2 THOC1 TIE1 TOPBP1 TRAF6 UBE2N UBR2 USP1 USP9X VASP VCAM1 WNT5A ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_DN CEPT1 CNKSR1 COL17A1 CTNND1 FUT4 GNPNAT1 HNRNPC HSD17B10 NCOR1 PDE3A SGPL1 SLC30A5 SOX7 SOX9 SYK USP1 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_4NQO_IN_OLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_4NQO_IN_OLD CCNL2 EIF3L FLOT1 GNPNAT1 HGF LCK NDRG1 SOX9 SYK TAF10 TAF1C TP53I11 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_4NQO_IN_WS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_4NQO_IN_WS ARPC1B ATP5ME CCN2 CEPT1 CNKSR1 COL17A1 CTCF CTNND1 FLOT1 FUT4 GALNT2 GNPNAT1 HGF HLA-DQA1 HNRNPC HSD17B10 ITGB8 LCK NCOR1 NDRG1 PDCD5 PDE3A PRDX4 RHOB SGCB SGPL1 SLC30A5 SOX7 SOX9 SYK TAF10 TAF1C TP53I11 TXNRD2 UGCG USP1 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_GAMMA_IN_OLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_GAMMA_IN_OLD AP3B2 CCNL2 CEPT1 CNKSR1 CTCF CTNND1 EIF3L FLOT1 FUT4 GLRX GNPNAT1 HGF HLA-DQA1 ITGB8 LCK NDRG1 PDCD5 PDE3A PRSS23 RHOB RHOD SGCB SGPL1 SLC30A5 SOX7 TAF10 TAF1C TP53I11 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_GAMMA_IN_WS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_GAMMA_IN_WS ARPC1B ATP5ME BNIP3L CCNL2 CEPT1 CTCF CTNND1 EFNB1 FLOT1 GLRX GNPNAT1 HLA-DQA1 HSD17B10 ITGB8 LCK MARK3 NDRG1 NGF PDCD5 PDE3A PRSS23 SGCB SLC30A5 SOD1 SOX7 SOX9 SYK TAF1C TBCA TP53I11 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_UV_IN_OLD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_UV_IN_OLD AP3B2 BNIP3L CCNL2 CNKSR1 CSDE1 EIF3L FLOT1 GALNT2 GLRX GNPNAT1 HGF HLA-DQA1 PDE3A PRSS23 RHOB SLC30A5 SOX7 SOX9 TAF10 TAF1C TP53I11 TPR ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_UV_IN_WS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_NOT_BY_UV_IN_WS ARPC1B HGF HLA-DQA1 LCK NDRG1 RHOB SLC30A5 SOD1 SOX7 TAF1C TP53I11 ZNF507 KYNG_ENVIRONMENTAL_STRESS_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_ENVIRONMENTAL_STRESS_RESPONSE_UP AKAP12 ALDH3B2 ANXA1 AP3B2 ARPC1B ATP5ME BEX3 BNIP3L CALU CCN2 CCNL2 COL3A1 CSDE1 CTCF CXCL2 CYCS DAXX EFNB1 EIF3L EIF4E FGFR4 FLOT1 FN1 GALNT2 GLRX GOLGA4 GOLPH3 HGF HLA-DQA1 IGFBP3 ITGB8 LCK MARK3 MT1X NDRG1 NGF OAZ1 PDCD5 PRDX4 PRSS23 RHOB RHOD RPL7A SGCB SOD1 TAF10 TAF1C TBCA TP53I11 TPR TXNRD2 UGCG VIM KYNG_NORMAL_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_NORMAL_AGING_DN BHLHE40 CCN2 CLSPN COG6 GORAB H2AC6 HADH HSD17B4 IL17RB KDSR LIG4 MT1X PICALM PTEN PWWP2A RGCC TIMD4 WWC1 KYNG_NORMAL_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_NORMAL_AGING_UP CDIN1 EIF3L FRA10AC1 GNAL GOLPH3 ITGA2 PLD3 PMEPA1 RTCB SAT1 SHC3 SNX8 SOAT1 TAF10 ZNF260 KYNG_RESPONSE_TO_H2O2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_RESPONSE_TO_H2O2 AEBP1 ANKRD1 ATP6AP1 ATP6V1C2 BAG4 C4BPA CCNA2 CCND1 CCNH CD59 CD68 CDC34 CFD CKMT2 COMMD6 COX6C CRYAB CTNNB1 CTSB CTSS CUX1 DNAJA1 DNAJB1 DUT EID1 ENG FLOT2 GADD45A GDF15 HCFC1R1 HMOX1 HNRNPA1 IL10RB MCAM MPV17 OAZ2 PDIA3 PFDN5 PKIA PLXNA1 PPP1CA PRKCSH PSMC4 PTGER4 PTP4A3 RAB36 RCC1 RELA RPL21 RPL31 RPL5 RPL7A SELENOP SERPINH1 SLC39A7 SRGN TAP1 TCF3 TGFBR3 TPT1 TRIM58 TSPAN4 TUBA4A UBE2J1 UNG ZBTB7A KYNG_RESPONSE_TO_H2O2_VIA_ERCC6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_RESPONSE_TO_H2O2_VIA_ERCC6 CCND1 CDC34 CKMT2 CRYAB CTSS CUX1 DNAJB1 FLOT2 OAZ2 PLXNA1 RCC1 RPL21 RPL31 RPL7A TCF3 TRIM58 UNG KYNG_RESPONSE_TO_H2O2_VIA_ERCC6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_RESPONSE_TO_H2O2_VIA_ERCC6_DN ALDH18A1 ATRX BDH1 CCND1 CDC34 CKMT2 CLCN4 COX6A1 CRYAB CSTF2 CTSS CUX1 CYP51A1 DDB1 DFFA DNAJB1 ELOF1 FLOT2 GAS2L1 GBP1 HCP5 ITM2B MAPK1 NAP1L1 NEK3 OAZ2 PDZD2 PFN1 PLXNA1 PM20D2 PSMB6 RACK1 RBM10 RCC1 RPL21 RPL31 RPL7A RPS5 SH2B1 SIAH2 TCF3 TP53I3 TRIM58 UNG ZFP36L2 KYNG_RESPONSE_TO_H2O2_VIA_ERCC6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_RESPONSE_TO_H2O2_VIA_ERCC6_UP ABI2 ACSL1 AKT2 ALDH6A1 BCL2A1 CANX CAPZA1 CCNA2 FBXW2 HACD3 IFT88 INSL4 KIT LIMD1 MLIP MRPL19 NUP88 PABPC4 PHLDA1 PIP4K2B PPP1R2 RFXAP RYBP S100P SLC26A2 SLC31A2 SLC39A6 SPECC1L TAF10 TOMM34 TRIP6 TSN TWF1 UROS VARS1 ZEB1 KYNG_WERNER_SYNDROM_AND_NORMAL_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_WERNER_SYNDROM_AND_NORMAL_AGING_DN AADAC AAMP ABR ADAR ADCY7 AIP ALAS2 ALDH6A1 AMFR AMMECR1 ARHGDIB ARPC1A ARPC2 ASMT ATP1B3 ATP6V0A1 ATP7A BABAM2 BAP1 BAZ2A BCL2A1 BDNF BECN1 BEX2 BMAL2 BORCS8 C17orf99 CACNA1D CAPZA1 CBX3 CCL14 CCT2 CD8A CDC123 CDC27 CDK2AP1 CKAP5 CKMT1B CLDN10 CLK2 CMTR1 CNN2 COASY COG2 COPS5 CSF3R CUL2 CYFIP1 CYP3A7 CYTH1 DAD1 DDT DDX17 DGKA DHCR24 DKK3 DPF2 DPM1 DRAP1 DYRK4 ECE1 EIF2AK1 EPB42 FAM120A FCMR FGFR2 FGR FOXM1 FXN GFAP GGT5 GM2A GRB2 GSPT1 GSTM4 GSTO1 HCCS HINT1 HNRNPF HNRNPH1 HS6ST1 IGF2 IGF2R IGFBP6 IL2RB INPPL1 IRF9 KARS1 KCTD4 KIF5B LGMN LINC02615 LPIN1 LRRC17 LRRIQ3 MADD MAP2K4 MCFD2 MCM9 MED13L MED22 METTL1 MGAT2 MIA3 MNDA MORC3 MPI MRPL4 MTCL1 MYL6 MYO18A NEDD4 NEURL1 NUCB1 PCP4 PDAP1 PDE6G PDIA3 PDXDC1 PHKB PLEKHG5 PMS2P1 POLR2A POLR2J POLRMT PPP6C PRCC PSEN1 PSG1 PSMA5 PTH PUDP PVALB RGN RIT1 RND3 RNPS1 ROPN1L RPL28 SAV1 SDC4 SDHAP1 SERPINB9P1 SFTPA2 SGK1 SLAMF8 SLC16A2 SLC25A16 SLC35A1 SLC6A12 SMARCA1 SMARCB1 SNRPD2 SPINT2 SRSF1 ST14 STAM STK38 STX5 SUMO1 TFDP2 TGFBR2 THOC1 TJP2 TM4SF1 TMEM187 TMEM263 TNRC6B TRDN TUBA4A TXNRD1 UBE2N UFD1 USO1 USP4 USP6NL VKORC1L1 WFDC2 ZBTB4 ZC3HAV1L ZFP36L2 ZNF32 ZNF440 ZNF449 ZNF629 ZSCAN9 KYNG_WERNER_SYNDROM_AND_NORMAL_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_WERNER_SYNDROM_AND_NORMAL_AGING_UP ADD1 ADGRF5 AMD1 APOB ARHGAP5 ARMC8 B4GALT1 BTBD1 BTG2 C14orf119 CCNL2 CDK1 CHEK1 CHIT1 CPB2 DCBLD2 DNASE1 DYNLT3 ELP3 ENTPD4 FAM118A FAM210A GABRA2 GCSH GGH GTDC1 HNRNPH1 HSPB8 ILVBL INPP5E KIF20B KTN1 LARP4 LARP4B MARK3 MBD1 MECOM MPO MYCN MYD88 NDRG1 NPEPPS NR1H3 NRXN2 NUDT21 OMA1 PATL1 PCNA PIK3CA PIM1 PLAG1 PRDX6 PRELID3B PRKAB2 PRKAR1B PTCH1 RAB11A RBM17 RGPD4 RNF4 RPS6 RPS6KA4 SAC3D1 SART3 SEMA7A SHISAL1 SLC2A2 SLC4A1 SRSF7 STAMBP TCF7L2 TCHH TIAL1 TNFRSF10B TNFRSF12A TP53I11 ZNF529 KYNG_WERNER_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_WERNER_SYNDROM_DN BHLHE40 CLSPN COG6 GOLPH3 GORAB H2AC6 HSD17B4 IL17RB KDSR MT1X PMEPA1 PTEN PWWP2A RGCC SHC3 TAF10 TIMD4 WWC1 ZNF260 KYNG_WERNER_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KYNG_WERNER_SYNDROM_UP CCN2 CDIN1 EIF3L FRA10AC1 GNAL HADH ITGA2 LIG4 PICALM PLD3 RTCB SAT1 SNX8 SOAT1 LAIHO_COLORECTAL_CANCER_SERRATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAIHO_COLORECTAL_CANCER_SERRATED_DN ACVR1B ADD1 AKAP17A ALDH7A1 APBB3 ARHGAP8 ASXL1 ATN1 ATP7B BRD1 CCDC9 CCNJ CDK16 CDK5RAP3 CLCN7 CPNE1 DDX11 DLGAP4 ECHDC2 ELMO2 ENGASE EPHB2 ERAL1 ERBB3 ETS2 F8A1 FBXO46 FMR1 GABRE GFOD1 GRINA GTF2IRD1 HGH1 HOXB5 HUWE1 INPP5D KATNB1 KDM5C KHSRP LRP6 MED12 MED14 MPHOSPH8 MTA1 NEK3 NFATC2IP NIPSNAP3B NPEPPS NPIPA1 NPIPB3 OGT PABPN1 PCMTD2 PEX5 PHF8 PHKB PIGL POLR1HASP PROSER1 PRRC2A PTCH1 RAB15 RCBTB1 REPIN1 RPL18 RPL37A SCAF4 SFPQ SH2B1 SIN3B SLC26A6 SMARCC2 SPOP SRRM2 STX16 STX3 TNPO2 TRIM31 UPF3A ZFP36L1 ZNF263 ZNF518A ZNF652 ZNF767P ZP3 LAIHO_COLORECTAL_CANCER_SERRATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAIHO_COLORECTAL_CANCER_SERRATED_UP ADAM10 ANP32E ANXA2 ANXA5 AP2M1 ARL8B ARPC2 ARPP19 ATP1B1 ATP2B1 ATP5F1C ATP6V0E1 B2M BCAP29 BNIP3L C1S C5orf15 CAPZA1 CAV1 CCN2 CEACAM6 CHMP2B CLINT1 CNIH4 COMMD3 CSNK1A1 CSRP2 CTSB DAD1 DDX60 DPYD DPYSL2 ELK3 EMC3 EMC7 EMP1 EMP3 EPRS1 GBP1 GCNT3 GDI2 HIF1A HLA-DRB1 HNRNPC HSPA8 IFI27 IGHG1 IGKC IGLC2 IL6ST IQGAP1 LAMB1 LAMC1 LCP2 LGALS1 LSM3 MACF1 MBD4 MFAP1 MON2 MORF4L2 MRPS14 MYL12B MYL6 NCOA4 NDUFV2 NEDD8 NOP10 NPTN NXN OPTN ORMDL2 PALLD PAM PDGFC PDIA6 PDLIM5 PELI1 PLA2G4A PLEKHB2 PLS1 PMP22 POSTN PPIC PRKAR1A PRNP PSMD4 PXDN RASSF2 RBM34 RBX1 RIN2 RO60 RPL36AL SC5D SDCBP SEC24A SEC62 SELENOT SERF2 SGCB SNRK SNRPE SPARC SPG21 SRP14 SUMO2 SVIL TAGLN2 TCF4 TM4SF1 TOMM7 VAPA VDAC3 YME1L1 LAMB_CCND1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAMB_CCND1_TARGETS ASNS AXIN1 EFNA1 EVX1 GNAI2 HEXA HSD17B10 HSPA1A HSPA1B HSPG2 HSPH1 KIF22 LGALS3BP LORICRIN LTBR PPID RAB31 RPS6KA1 SMAD3 TGFB1 LANDEMAINE_LUNG_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDEMAINE_LUNG_METASTASIS ANP32E C1orf210 C21orf91 CALB2 CDH3 CHODL CHRM3 DSC2 ELAC1 FERMT1 HORMAD1 ITGB8 LARGE2 ODF2L PAQR3 PLEKHG4 PTEN SIKE1 SPSB1 TFCP2L1 UGT8 LANDIS_BREAST_CANCER_PROGRESSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_BREAST_CANCER_PROGRESSION_DN ACAA1 ADIG ADIPOR2 AHNAK ALAD ALAS1 ANGPTL2 BCKDHB BNIP2 CAVIN3 CCDC80 CD34 CIDEC CLEC3B COL18A1 COL1A1 COL3A1 COL4A1 COL5A1 COL6A3 CRIP1 CXCL12 DECR1 DERL1 DGAT1 DHRS7 DPEP1 DPT EPHX2 ETFB FEZ2 FSTL1 FZD4 GAS6 GHR GJA1 GNAI1 GPAM H6PD HEPH HSPB8 HTRA1 IDH1 IGFBP6 KLF4 LAMB1 LUM MAN1A1 MAP4 MFNG MRC1 NR1H3 NRP1 PDE8A PENK PGM1 PHYH PLAC8 PPP2R5A QKI RAB34 S100A6 SORBS1 SQOR SRPX ST3GAL6 SULT1A1 TGFBI THBD UCK1 VWF ZEB1 LANDIS_BREAST_CANCER_PROGRESSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_BREAST_CANCER_PROGRESSION_UP ACSL4 ALDOC ARHGEF5 ATP6AP2 ATP6V1A CD82 CHMP2B CLDN3 CLDN7 CMAS CRYBG1 CYB561 DAP DSG2 EBP EHF ELL2 FXYD3 GALNT3 GOLPH3 HAVCR1 ID2 IRF6 IRX3 KCNN4 LCN2 LITAF LRRFIP1 LSR NUCB2 PLET1 RETREG1 RNF149 SERP1 SHROOM3 SLC66A2 SOX4 SPINT1 SRP19 SS18L2 STRBP TFAP2C TPD52 VDR WWC1 XBP1 LANDIS_ERBB2_BREAST_PRENEOPLASTIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_PRENEOPLASTIC_DN ABHD5 ACAA1 ACAA2 ADIPOR2 ADRB3 ALAD ALDH1A1 APLP2 ATP1B3 BCAT2 BCKDHB CD36 CES1 CHCHD10 CHPT1 CIDEC COL6A3 CPT2 CXCL12 DECR1 DGAT1 DHRS7 EIF4EBP1 ETFB GBE1 GDPD3 GHR GNAI1 GPAM GPD2 GPX3 GSTZ1 GYG1 HADHB HTRA1 IGFBP6 JCHAIN LPIN1 MCCC1 MKNK2 NDUFAB1 NDUFV1 NPC2 NR1H3 PDHA1 PENK PGM1 PPP2R5A PTPRB RAB34 SCP2 SOWAHC ST3GAL6 TMEM43 UCK1 UQCR10 ZNF703 LANDIS_ERBB2_BREAST_PRENEOPLASTIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_PRENEOPLASTIC_UP ABRACL ACSL4 ADNP CD82 CHEK1 DOK1 DSG2 ETV1 FRRS1 HOMER2 ID2 KCNN4 LCN2 NPNT PLET1 RRM2 SKP1 SLC66A2 TCEAL9 TPD52 LANDIS_ERBB2_BREAST_TUMORS_324_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_TUMORS_324_DN ABHD5 ACAA1 ACAA2 ACSL1 ACTA2 ADIG ADIPOR2 ADRB3 AHNAK ALAD ALAS1 ALDH1A1 ANGPTL2 APLP2 ATP1B3 AUH BCAT2 BCKDHB BNIP2 CAVIN2 CAVIN3 CCDC80 CCL11 CD151 CD34 CD36 CDC34 CES1 CFP CHCHD10 CHPT1 CIDEC CLEC3B COL18A1 COL1A1 COL3A1 COL4A1 COL5A1 COL6A3 CPT2 CRIP1 CXCL12 CYB5A CYB5B CYP4B1 DECR1 DERL1 DGAT1 DHRS7 DNAJC8 DPEP1 DPT EIF4EBP1 EPHX2 ETFB FADS1 FAM107B FCGBP FEZ2 FSTL1 FZD4 GAS6 GBE1 GDPD3 GHR GJA1 GJB2 GNAI1 GPAM GPD2 GPX3 GSTZ1 GYG1 H6PD HADH HADHB HEPH HLA-DQA1 HSPB8 HTRA1 IDH1 IDH2 IGFBP6 IVD JCHAIN KLF4 KRT19 LAMB1 LPIN1 LUM LYL1 MAN1A1 MAP4 MARCKS MCCC1 MFNG MKNK2 MMP3 MMUT MOCS2 MRC1 MYL9 NDUFAB1 NDUFS5 NDUFV1 NET1 NKIRAS1 NPC2 NR1H3 NRP1 PAPSS2 PDE8A PDHA1 PENK PGM1 PHLDB1 PHYH PLAC8 PLPP1 POSTN PPP2R5A PTGES PTPRB QKI RAB34 RRAGC RSPO1 S100A6 SCP2 SEC23A SLC27A1 SNRK SORBS1 SOWAHC SPTBN1 SQOR SRPX ST3GAL6 SULT1A1 TGFBI THBD TMEM205 TMEM43 TSC22D1 UCK1 UGT1A10 UQCR10 VWF YWHAG ZEB1 ZNF703 LANDIS_ERBB2_BREAST_TUMORS_324_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_TUMORS_324_UP ABRACL ACSL4 ACTN4 ADNP AKAP12 ALDOC ANK3 ANKH ARHGEF5 ATP6AP2 ATP6V1A ATP6V1E1 B4GALT6 BAG2 C11orf54 CALM2 CCND1 CD82 CD9 CDK1 CHEK1 CHMP2B CIP2A CLDN3 CLDN7 CLIC1 CMAS CRADD CRYBG1 CSRP1 CTBP2 CTNND1 CTSC CXCL3 CYB561 CYSTM1 DAP DCK DDX6 DOK1 DSG2 DUSP6 EBP EHF ELL2 ENAH EPCAM ERBB3 ERRFI1 ETNK1 ETV1 EZR F11R F3 FBXW7 FGD1 FHDC1 FLNB FLVCR2 FRRS1 FUT8 FXYD3 GALNT3 GOLPH3 HAVCR1 HOMER2 ID2 IER2 IER3 IGF2R INPPL1 IRF6 IRX3 ITPR2 KCNN4 KNOP1 KRT8 LCN2 LIG3 LITAF LMAN1 LMO4 LRRFIP1 LSR LXN MAPK8IP1 MIEN1 MLH1 MOB1B MYDGF NAXE NDST1 NPNT NR4A1 NUCB2 ORMDL2 PAPSS1 PDIA4 PERP PITPNC1 PLET1 PPP1CB PPP3CA PSAPL1 PTK7 PTPN2 RAB10 RAB18 RCN2 RETREG1 RNF149 RRM2 RTKN SERINC3 SERP1 SHROOM3 SKP1 SLAIN1 SLC12A2 SLC29A1 SLC66A2 SMAGP SOCS2 SOX4 SPINT1 SPTAN1 SRP19 SS18L2 ST3GAL5 ST6GALNAC4 STK39 STRBP TCEAL9 TFAP2C TGFA TIAM1 TMED3 TOM1L1 TPD52 TPD52L1 TRAF4 TSPAN8 TUFT1 UNC119B VDR WEE1 WNK2 WSB2 WWC1 XBP1 XIST ZC3H15 LANDIS_ERBB2_BREAST_TUMORS_65_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_TUMORS_65_DN ACAA1 ACAA2 ACTA2 ADIPOR2 ALDH1A1 APLP2 ATP1B3 BCKDHB CAVIN2 CCL11 CHCHD10 CHPT1 COL6A3 CPT2 DERL1 DPT GPAM GPD2 GPX3 GYG1 HADH HEPH HTRA1 KLF4 LUM MARCKS NRP1 PDE8A PENK PGM1 PHLDB1 PHYH PTGES RSPO1 SOWAHC SRPX TMEM43 TSC22D1 UGT1A10 LANDIS_ERBB2_BREAST_TUMORS_65_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANDIS_ERBB2_BREAST_TUMORS_65_UP ATP6V1A BAG2 CD9 CMAS CRADD DAP DSG2 DUSP6 FHDC1 GOLPH3 HAVCR1 IGF2R ITPR2 LXN MYDGF NDST1 PDIA4 PERP RAB18 SERP1 TPD52L1 WSB2 LANG_MYB_FAMILY_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LANG_MYB_FAMILY_TARGETS ACTN1 API5 BET1L BIRC2 CASP6 CBX4 CCT2 CD53 CLTA COPA EMILIN2 FAM107B HSPA13 HSPA8 IQGAP1 MAD1L1 MSN NSUN2 PPP3CA PSD4 SEC31A SET SLC1A5 SLC20A1 SLC25A3 TFB1M TFEC TIMM44 ZDHHC21 LASTOWSKA_COAMPLIFIED_WITH_MYCN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LASTOWSKA_COAMPLIFIED_WITH_MYCN ALK CCDC121 CLIP4 CYRIA DDX1 ENSG00000228496 FNDC4 FOSL2 GPN1 GREB1 GRHL1 HPCAL1 IFT172 KCNF1 KLF11 LPIN1 LRATD1 MRPL33 MYCN MYCNOS NBAS NOL10 NTSR2 ODC1 ODC1-DT PDIA6 PLB1 PPP1CB-DT RBKS ROCK2 RRM2 SLC4A1AP SLC66A3 SNTG2 SNTG2-AS1 SUPT7L TAF1B TPO TRIB2 TRMT61B WDR43 YPEL5 ZNF512 LASTOWSKA_NEUROBLASTOMA_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LASTOWSKA_NEUROBLASTOMA_COPY_NUMBER_DN AASDHPPT ABCG4 ABRAXAS2 ACAD8 ACAT1 ACOT7 ACRV1 ACTR1A ACVR2B ADD3 ADGRA3 ADGRB2 ADPRS AFAP1 AGO3 AGO4 AHDC1 AK2 AKIRIN1 AKR7A2 AKR7A3 ALG8 ALG9 ALKBH8 AMOTL1 ANAPC15 ANAPC16 ANKRD13C ANKRD28 ANKRD42-DT ANKRD49 AP3M1 APEH APLP2 ARCN1 ARHGAP1 ARHGAP32 ARHGEF10L ARHGEF12 ARHGEF17 ARID1A ARIH2 ARL3 ARL8B ARMH3 ARRB1 AS3MT ASAP3 ASCC1 ASRGL1 ATAD1 ATE1 ATG16L2 ATG7 ATM ATP13A2 ATP5ME ATP5MG ATP5MK ATP6V0B ATPAF1 ATRIP ATRNL1 ATXN7 AVPI1 AZI2 B3GALT6 BACE1-AS BAD BAP1 BBIP1 BCL10 BCO2 BEND4 BEND5 BIRC2 BLOC1S4 BMP8B BMPR1A BOD1L1 BORCS7 BSDC1 BTAF1 BTBD19 BTD BTF3L4 BTRC BUB3 BUD13 C10orf88 C11orf54 C11orf71 C1QB C1orf122 C1orf216 C1orf50 C1orf52 C2CD3 CACUL1 CAMK2G CAMTA1 CAP1 CAPN7 CAPZB CASP9 CBL CC2D2A CCDC12 CCDC174 CCDC186 CCDC28B CCDC66 CCDC82 CCDC85B CCNL2 CCSER2 CD52 CDC25A CDC42 CDON CENATAC CENPS CEP104 CEP295 CEP57 CEP85 CFAP68 CHCHD1 CHD5 CHDH CHEK1 CHL1 CHORDC1 CHST15 CLASP2 CLCN6 CLIC4 CLNS1A CLPB CLSTN1 CMPK1 CMTM6 CMTM8 CNOT10 CNTN4 COA4 COL16A1 COL9A2 COX15 CPEB2 CPEB3 CPLX1 CPTP CRBN CREBZF CRMP1 CROCCP2 CTBP1 CTBP2 CTDSPL CTNNB1 CTNNBIP1 CUEDC2 CUL5 CUTC CWC15 CWF19L1 CWF19L2 CYP2E1 CYTL1 CZIB DALRD3 DCAF1 DCAF16 DCUN1D5 DDI2 DDOST DDX10 DDX21 DDX50 DENND10P1 DFFB DGAT2 DHDDS DHX15 DHX30 DLAT DLG5 DMAP1 DNAI4 DNAJB12 DNAJC11 DNAJC16 DNAJC6 DNAJC8 DNAJC9 DNAJC9-AS1 DNALI1 DOCK7 DPAGT1 DPF2 DPYSL4 DYNC1LI1 DYNC2H1 EBNA1BP2 ECD ECE1 ECHS1 EDRF1 EED EEF1AKMT2 EEF1G EFCAB14 EFCAB7 EFHD2 EIF1B EIF4EBP2 EIF4G3 ELAVL4 ELOA ELOA-AS1 ELOVL1 ELP6 EMC1 EMSY ENSG00000288907 EPB41 EPHA10 EPM2AIP1 EPS15 ERI3 EVA1B EXO5 EXOC6 EXOSC10 FABP3 FADS3 FAF1 FAM149B1 FAM168A FAM193A FAM76A FAM76B FANCD2 FBLIM1 FBXL15 FBXO42 FBXO6 FBXW4 FCHSD2 FDX1 FDXACB1 FEZ1 FGD5 FGFBP3 FGR FHIP2A FNDC5 FOXJ3 FOXRED1 FPGT FRAT1 FRAT2 FRYL FTH1 FUT11 FUT4 FYCO1 GAK GALE GBF1 GFOD3P GHITM GLB1L2 GLB1L3 GLT8D1 GLUD1 GNB1 GNL3 GOLGA4 GOLGA7B GPAM GPATCH3 GPBP1L1 GPN2 GPR153 GRIA4 GRID1 GRPEL1 GVQW3 H2AX H6PD HAUS3 HECTD2 HECTD3 HERC4 HEYL HIF1AN HIKESHI HINFP HIVEP3 HK1 HMBS HMGCL HNRNPH3 HNRNPR HP1BP3 HPCAL4 HPDL HPS6 HSPA8 HYAL2 HYI HYLS1 HYOU1 ICMT IFIT5 IFT25 IFT46 IKZF5 IL17RD IMPDH2 INA INPP5A INPP5F INTS11 INTS4 IPO13 IPP IQSEC1 JAGN1 JAK1 JAKMIP3 JAM3 JRKL JUN KAT6B KCNAB2 KDM4A KDM4D KHDRBS1 KIAA0319L KIAA1143 KIAA2013 KIF11 KIF15 KIF1B KIFBP KMT2A KPNA6 KRBOX1 LAMTOR1 LAP3 LAPTM5 LARS2 LCK LCOR LDB3 LDLRAP1 LEPR LEPROT LETM1 LIMD1 LINC01128 LOC105376805 LRRC40 LRRC41 LRRC42 LRRC47 LRRN1 LRTOMT LSM10 LSM3 LTO1 LUZP1 LYAR LYPLA2 LZIC MACF1 MACROH2A2 MAD2L2 MAEA MAN1C1 MANEAL MAP7D1 MARCHF5 MARCKSL1 MAST2 MATN1-AS1 ME3 MEAF6 MED17 MED18 MED28 MED8 METTL6 MFN2 MFSD10 MIB2 MICOS10 MICU1 MIER1 MIGA1 MIIP MINPP1 MIR100HG MKI67 MKNK1 MKRN2 MLH1 MMACHC MOB3C MORN4 MRE11 MRFAP1 MRFAP1L1 MRFAP1L2 MRPL20-AS1 MRPL43 MRPL48 MRPS16 MRPS25 MSANTD2 MSANTD4 MTF1 MTFR1L MTG1 MTHFR MTMR14 MTMR2 MTOR MUL1 MYCL MYRIP MYSM1 NAALAD2 NADK NARS2 NASP NAT8L NBPF3 NCAPD3 NCAPG NCDN NDST2 NDUFAF3 NDUFB8 NDUFC2 NEAT1 NECAP2 NEK4 NELFA NFIA NFRKB NGLY1 NHLRC2 NHSL3 NKAIN1 NKAPD1 NKTR NME6 NMNAT1 NOL9 NOP14 NPAT NR2C2 NRBF2 NRDC NSD2 NSUN4 NUDC NUDT13 NUMA1 NUP210 OAT ODF2L OGG1 OSBPL9 OXSR1 P3H1 PAAF1 PACRGL PAFAH2 PAK1 PANK4 PANX1 PAQR7 PARK7 PBLD PBRM1 PCBD1 PCF11 PCGF3 PCGF3-AS1 PCGF6 PDCD4 PDCD6IP PDZD8 PEF1 PER3 PEX14 PGAM1 PGM1 PGM2 PHACTR4 PHC2 PHF13 PI4K2A PICALM PIGG PIGK PIGV PIK3R3 PINK1 PITHD1 PLAAT3 PLEKHA1 PLEKHM2 PNRC2 PODN POLD3 POLR3A POMGNT1 PPCS PPIE PPME1 PPP1CA PPP1R8 PPP2R2D PPP3CB PPT1 PRDM10 PRDM2 PRDX3 PRKACB PRKAR2A PRKCZ PRPF38A PRXL2A PRXL2B PSTK PTAFR PTBP2 PTEN PTGFR PTP4A2 PTPRF PTS PUM1 PUS3 QARS1 QRICH1 R3HCC1L RAB11FIP2 RAB30 RAB30-DT RAB3B RAB5A RAB6A RAD18 RAF1 RBBP4 RBM15B RBM6 RBM7 RBMS3 RBPJ RBSN RCAN3 RDX REEP3 RELL1 RER1 RERE RGS12 RHCE RHOA RIMS3 RLF RNF11 RNF169 RNF19B RNF214 RNF220 RNF26 RNF4 RPA2 RPL15 RPL32 RPP30 RPS25 RPS3 RPS6KA1 RPSAP20 RPUSD4 RRAGC RSF1 RSRP1 RUFY2 RUNX3 S100PBP SATB1 SC5D SCAP SCMH1 SCP2 SDF4 SDHB SDHD SEC22C SEC23IP SEC24C SELENON SEPSECS-AS1 SESN2 SETD2 SETD5 SETMAR SF3A3 SFPQ SGPL1 SH3BGRL3 SH3BP2 SH3GLB1 SH3PXD2A SHISA3 SHISA5 SHOC2 SIDT2 SIK3 SIRT1 SLAIN2 SLBP SLC25A34 SLC30A9 SLC35E2B SLC35F2 SLC37A4 SLC4A7 SLC66A1 SLC9A1 SMAP2 SMARCC1 SMIM12 SMIM20 SMIM38 SNIP1 SNORD30 SNRNP40 SNX19 SORBS1 SPATA6 SPCS2 SPEN SPSB1 SRRM1 SRSF11 SRSF4 SRSF8 SS18L2 SSU72 SSX2IP ST3GAL3 STAMBPL1 STIMATE STK40 STMN1 STT3A STT3B STX12 SVBP SYNC SYT7 SZRD1 SZT2 TACC3 TADA3 TAF12 TAF1D TAF5 TAF6L TARDBP TATDN2 TBC1D1 TBC1D12 TBC1D14 TBC1D5 TBCEL TBRG1 TENM4 TEX264 THAP12 THAP3 THEMIS2 THRAP3 THUMPD3 THUMPD3-AS1 THYN1 TIMM8B TKT TLCD5 TM2D1 TM9SF3 TMA7 TMEM115 TMEM123 TMEM126A TMEM126B TMEM135 TMEM175 TMEM201 TMEM218 TMEM222 TMEM234 TMEM25 TMEM35B TMEM39B TMEM43 TMEM50A TMEM51 TMEM59 TNFRSF1B TNFRSF25 TNKS2 TOP2B TPRG1L TRAK1 TRAPPC3 TRIM62 TRIM8 TRNAU1AP TRUB1 TSKU TTC39A TTLL7 TUBGCP2 TUSC2 TUT4 TXLNA TXNDC12 UBE2E1 UBE2J2 UBE4A UBE4B UBIAD1 UBP1 UBR4 UGDH UROD USP28 USP33 USP4 USP48 UTP11 UVRAG UVSSA VAMP3 VGLL4 VHL VPS13D VPS26A VPS26B VTI1A WAPL WDR11 WDR48 WDR6 WDTC1 WNT4 WRAP73 XPNPEP1 YIPF1 YTHDF2 ZBTB17 ZBTB44 ZBTB48 ZBTB8A ZBTB8B ZBTB8OS ZC3H12C ZCCHC17 ZDHHC18 ZFYVE27 ZKSCAN7 ZMIZ1 ZMPSTE24 ZMYM1 ZMYM4 ZMYM6 ZMYND12 ZNF202 ZNF362 ZNF436 ZNF436-AS1 ZNF445 ZNF502 ZNF518A ZNF589 ZNF621 ZNF684 ZNF721 ZPR1 ZRANB1 ZRANB2 ZSWIM5 ZSWIM8 ZYG11B LASTOWSKA_NEUROBLASTOMA_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LASTOWSKA_NEUROBLASTOMA_COPY_NUMBER_UP ABCC3 ACADVL ACBD4 AKAP1 ALDH3A2 ALDOC ALYREF ANAPC11 ANKFN1 ANKFY1 ANKRD40 ARHGAP23 ARL16 ARMC7 ASGR1 ATP2A3 ATP5MC1 ATP5PD ATPAF2 AXIN2 BAIAP2 BIRC5 BIRC6 BPTF BRCA1 BRIP1 CA10 CBX2 CCDC144NL-AS1 CCDC47 CCL14 CCR7 CD300LF CDC6 CEP95 CHRNB1 CRK CTC1 CTDNEP1 DCAF7 DHRS7B DHX40 DHX57 DPH1 DUS1L EFCAB13 EIF4A3 EME1 ENSG00000267665 EPN2 ETV4 EZH1 FLII FLOT2 FOXK2 FTSJ3 GAS7 GEN1 GJC1 GOSR1 GOSR2 GPATCH11 GPRC5C GPS1 GPS2 GTF3C2 HCRT HEATR6 HEXIM1 HSD17B1 ICAM2 INTS2 JMJD6 JPT1 KHK KIF18B KPNA2 KPNB1 KRTAP4-8 KSR1 LBH LINC02210 LRRC59 LUC7L3 MAP2K3 MAP2K4 MCRIP1 MED13 MED9 MGC16275 MINK1 MIR497HG MKS1 MRPL10 MRPL12 MRPL27 MRPL38 MRPL58 MRPS23 MRPS7 MSI2 MYO18A MYO1C NAT9 NCBP3 NCOR1 NDEL1 NDUFAF8 NEK8 NEURL4 NME1 NME2 NOL11 NTN1 NUP85 P4HB PAFAH1B1 PHB1 PHF23 PIGL PITPNA PMP22 POLG2 PPM1D PRR11 PSMC5 PTRH2 PYCR1 RAB10 RAD51C RASD1 RFFL RNASEH1 RNF135 RPL23 RPL38 RPS6KB1 SCO1 SCPEP1 SEC14L1 SGSH SLC25A10 SLC25A19 SLC30A6 SLC35F6 SLC38A10 SMC6 SMCR8 SMG8 SMURF2 SNHG16 SOS1 SRP68 SRR SRSF1 SRSF2 STAT3 STX8 SUMO2 SUPT4H1 SYNRG TACO1 TBX2 TIMM22 TK1 TMEM106A TMEM199 TMEM220 TMEM97 TNFAIP1 TNFSF13 TOM1L2 TOP2A TRAPPC1 TRPV2 TSEN54 TUBD1 UBE2O ULK2 UTP18 UTP6 VTN WIPF2 WSB1 ZBTB4 ZNF18 LAU_APOPTOSIS_CDKN2A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAU_APOPTOSIS_CDKN2A_DN AKT1 BAG1 FAIM MCL1 TIMP3 LAU_APOPTOSIS_CDKN2A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LAU_APOPTOSIS_CDKN2A_UP ACIN1 APAF1 BAG5 BCL10 BCL2L1 BCL2L11 BCLAF1 BID BNIP2 BNIP3 BRCA1 CARD10 CASP1 CASP2 CASP8 CDKN1A CDKN1B CFLAR CIZ1 CLU CYCS DAP DIABLO E2F1 FADD FAS GADD45A GMNN MYBL2 MYC MYCBP NDUFA13 NFKBIA PAK2 PAK4 PAWR PCNA PDCD11 PDCD4 PDCD6 PDCD6IP PTRH2 RAD21 RHOB SIAH1 TNFAIP3 TNFRSF10B TNFRSF10D TNFRSF12A TNFSF9 TP53 TP53BP2 TRAF3 TRAF4 TRAF5 LA_MEN1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LA_MEN1_TARGETS ACOT1 ADAM19 ANP32A AZI2 BCL6B BEX2 CASP8 CAVIN3 CNN1 CRABP1 DDR2 F3 FGF13 FRRS1 HOXB8 HSD17B11 IGFBP5 ITGA5 NUPR1 PTER RGS16 SALL3 SNX10 SORBS1 TSPAN7 LEE_AGING_CEREBELLUM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_CEREBELLUM_DN ACHE ACTA1 ACTR1A ADRA2A ANXA7 CACNG1 CAMK2G CARS1 CCN1 CCND1 CD320 CD4 CLIC3 CNP COL17A1 CREM CRYGA CSF2 DBP DDX47 DHX38 DOC2B DPYSL2 FABP7 FARSA FSCN1 G6PC1 GALK1 GRK3 H1-6 HGFAC HSPA4 ITM2A JRK LBX1 LIN7B LMOD2 MEF2A MERTK MTOR MYH6 MYL4 NAB2 NFKB2 NOS2 NPY1R NR1D1 OCA2 PCK1 PISD PRDM5 PTPRD PTPRM RAB4B REG3G SAYSD1 SERPINH1 SLC4A1 SLC6A15 SMARCA4 SMTNL2 SNCA TAOK3 TCEA2 THBS1 TNC TUBA8 UBA7 USP46 WNT8A WWOX XIAP ZIC2 LEE_AGING_CEREBELLUM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_CEREBELLUM_UP ACADVL AGT AMH APC APOE AXL B2M BCL2A1 BDNF C1QA C1QB C1QC C4B CAPN2 CCL21 CD24 CD68 CDK4 CST7 CTSD CTSH CTSS CTSZ DNAJB2 EFS EIF2B5 EPRS1 EPS15 F2 FCRL2 FOS GBP4 GCK GFAP GNB2 GNG11 HEXB HLA-DQB1 HMOX1 HNRNPH3 HOXA4 HOXD12 HSPA8 IARS1 IFI27 IFIT1B IGHM IMPA1 IRF7 IRGM ITGB5 LGALS3 LGALS3BP LMNB1 MNAT1 MPEG1 MYH8 NFYA NOS3 NOTCH1 NR4A1 OR2C1 PGLYRP1 PIGF PTBP2 PTPRO RHOG RPSA SELPLG SEZ6 SIPA1L2 SLC11A1 SLC7A3 SNTA1 SPP1 TBC1D1 TBX6 TGFBR3 THBS2 TRAPPC5 TRIM5 TYMS UBE2H WDFY3 LEE_AGING_MUSCLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_MUSCLE_DN ABCB4 ADAM28 APBB2 BMP8B CALM3 CDK11B CLTB COL1A1 COL1A2 COL3A1 DBP EEF1G FDFT1 GFER HSPA8 IL6ST LONP1 MYH2 NDN NR2F1 PEX2 PHOX2A PLA2G7 PMP22 POLA2 PPP1R2 PPP3CC PRKCSH PSMB8 PSMC3 PTPRR RAI2 S100A10 SIN3A TNFRSF4 TST USP4 USP50 WNT4 ZNF32 LEE_AGING_MUSCLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_MUSCLE_UP ACTR1B ALDH1A1 AMY2A AP3S2 ARF5 ARHGDIB ATF3 BUB3 CDC42 CKMT2 DCTN1 DDX5 FOS GADD45A GDF9 HBA2 HINT1 HSPA8 HSPB1 HTRA1 KRTAP5-2 MFAP5 NAMPT NTF3 PLAGL1 POU3F2 RAB1A RAB21 RHOB SMARCC2 SOX17 STARD7 TFAP2B TGFB1I1 TGIF1 TSPAN8 U2AF2 ZFP90 LEE_AGING_NEOCORTEX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_NEOCORTEX_DN ACTC1 ADRA2A ASIP BGLAP BMP8B CCL1 CDC20 COL6A1 CP CSTF2 DBP ECM1 EEF1G FABP5 FEM1B FGF11 FLNC GCG GDNF GLI3 GPX3 GSPT1 HCFC1 HES3 HLA-DMA HOXA4 HOXC4 HSPA8 HTR4 IFNA4 INMT LTB LY9 MAP2K5 MAP3K7 MASP1 MPP1 MTNR1A MTOR MYL11 MYL4 NEDD8 NEUROD4 NKX1-2 NMB NPY1R NR2F1 NREP PAPOLA PRKCG PRKDC PSMB7 PTPRR RAD52 REG3G RET SERPINC1 SEZ6 ST3GAL5 STRBP TAOK3 TRIM10 UFD1 UIMC1 USP32 VRK3 WDFY3 ZKSCAN5 LEE_AGING_NEOCORTEX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_AGING_NEOCORTEX_UP AKT2 ALDOC APOD ATP1B3 AVP B2M C1QA C1QC C4B CCL21 CD68 CD9 CMPK1 COX8BP CRYAB CSNK1D CSNK1G2 CTNNB1 CTSD CTSS CTSZ CYB561 DDIT3 DHX15 DLG1 DNAH8 DNAJA4 DNAJB13 EEF2 FOS FXYD6 GADD45A GFAP HSD17B12 ICAM2 IFI27 ITIH3 JUNB KCNA1 LAMB1 LCAT LGALS3BP M6PR MAG MPEG1 NAPA NDRG1 NR4A1 NUB1 OXT P4HA1 PHB1 PPP1R2 PPP2R5C PSAT1 PTGS1 RAB14 RAB4A RHOG RRAGA RUFY1 S100A10 SAT1 SEC23B SEMA4B SET SPP1 STOM STXBP3 TUBB UBC VAMP1 VEGFA VIM VPS72 WWOX ZNF14 LEE_BMP2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_BMP2_TARGETS_DN AARS1 AASS ABCE1 ABHD10 ACKR3 ACOD1 ACOT11 ACP1 ACTL6A ADAM12 ADAMTS2 ADAMTS9 ADI1 ADORA2B AEN AFG2A AGFG1 AGPAT5 AHSA1 AHSA2P AIFM1 AK2 AK4 AKIRIN1 AKR1B1 ALDH5A1 ALG3 AMD1 AMOTL2 ANGPT1 ANKRD26 ANP32E AOC1 APEX1 APLN APPBP2 ARHGAP20 ARL6IP6 ASF1B ASNS ASS1 ATAD2 ATAD3A ATAD5 ATIC AURKA AZIN1 B4GALT5 BAMBI BASP1 BAZ1A BCCIP BEND3 BHMT BLM BMP2 BMPER BOP1 BORA BRCA1 BRIX1 BTAF1 BUB1 BYSL BZW1 C10orf88 C11orf24 C18orf54 C1QBP C1orf131 C9orf40 CACTIN CACYBP CAD CAND2 CARNMT1 CASP8AP2 CBX2 CCDC86 CCNE1 CCNE2 CCNYL1 CCT3 CCT4 CCT6A CCT7 CCT8 CD38 CDC25A CDC45 CDC6 CDC73 CDCA7 CDK2AP1 CDK7 CDR2 CDT1 CDYL CENPI CENPQ CENPS CENPW CEP192 CEP76 CHAF1B CHCHD4 CHD1 CHEK1 CHN1 CHORDC1 CIAPIN1 CINP CIP2A CISD1 CKS1B CLIC6 CLNS1A CLSPN CLUH CNN3 COL14A1 COL22A1 COPS8 COQ10B COQ7 COX10 COX18 CPSF6 CRELD2 CRY1 CSE1L CSRNP1 CSRNP2 CSTF2 CSTF3 CTNNBL1 CTPS1 CUL3 CXCL14 CYC1 CYCS CYP11A1 CYP3A5 CYP51A1 DAAM2 DACT1 DANCR DBF4 DBR1 DCBLD1 DCK DCLRE1B DCTD DCTPP1 DDX18 DDX20 DDX21 DDX27 DDX39A DDX51 DDX56 DHFR DHODH DHX29 DHX33 DIMT1 DIS3 DKC1 DLAT DLK2 DNA2 DNAAF10 DNAAF2 DNAJA2 DNAJA3 DNAJA4 DNAJB1 DNAJB11 DNAJC2 DNAJC21 DNAJC3 DNMT1 DNPH1 DONSON DOT1L DPH2 DRD4 DTL DUS4L DUSP9 DUT E2F3 E2F7 E2F8 EAF1 EBNA1BP2 ECRG4 EDEM1 EEF1E1 EHD1 EIF1AX EIF2B3 EIF2S1 EIF2S2 EIF3J EIF4E ELAC2 ELOC ELOVL2 EMILIN2 ENAH ENC1 ENOPH1 EPB41L1 EPHA4 EPHB2 ERGIC2 ESF1 ETF1 ETNK1 EVA1C EXO1 EXOC3L2 EXOC5 EXOSC1 EXOSC8 EZH2 FADS3 FAIM FAM111A FAM118B FAM136A FAM149A FAM210B FAM227B FAM98A FANCA FANCB FARSB FASTKD1 FASTKD2 FASTKD5 FEN1 FGA FGF7 FIGNL1 FIRRM FKBP3 FKBP4 FKBP5 FLVCR1 FOSL1 FOXK2 FOXN2 FOXRED1 FPGS FRA10AC1 FRAT1 FSCN1 FST FSTL3 FUBP1 FUT8 G3BP1 GAR1 GART GAS5 GCH1 GEMIN4 GEMIN5 GEMIN6 GFM1 GINS1 GJA1 GJB2 GLA GMFB GMNN GMPS GNL3 GNPTAB GOLT1B GPD1L GPS1 GRWD1 GSPT1 GSTCD GTF2E1 GTF2E2 GTPBP10 GTPBP4 HAND2 HAT1 HAUS3 HAUS5 HAUS6 HAUS7 HBEGF HDAC1 HDAC2 HDAC4 HDHD2 HEATR1 HEATR3 HELLS HK2 HM13 HMGCR HMGN5 HNRNPAB HOGA1 HSD17B7 HSP90AA1 HSPA14 HSPA4 HSPA5 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 HTRA2 HUS1 IARS1 ID1 ID3 IDH3A IDI1 IER5 IFRD1 IGSF11 IHH IL1R1 ILF2 INTS11 INTS2 IRAK3 ISG20L2 JAK1 JARID2 JCAD JMJD6 JPH1 KAZALD1 KCMF1 KCND3 KCTD13 KLF5 KLHL29 KMT5A KNOP1 KPNA1 KPNA2 KPNA4 KPNB1 KRR1 KRTDAP L2HGDH LARP1 LARP4 LBHD1 LDHA LDLR LEO1 LIMK1 LIN54 LMAN1 LMNB2 LNPK LPGAT1 LRP12 LRPPRC LRR1 LRRC59 LSM12 LSM3 LSM6 LSM8 LTV1 LUC7L LY75 LYAR MAD2L1 MAK16 MANF MAP3K7 MAP7D2 MAPK6 MARS1 MAT2A MB21D2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCTP2 MDN1 ME1 MED8 MEDAG MELK METTL16 MEX3A MFSD2A MGAT2 MIR17 MIS18A MLEC MLLT11 MLLT3 MMACHC MMGT1 MMS22L MNS1 MOAP1 MOGS MPHOSPH10 MPI MRE11 MRM3 MRPL18 MRPL20 MRPL50 MRPS18B MRPS2 MRPS22 MRTO4 MSH6 MTAP MTF1 MTFR1 MTHFD1 MTHFD1L MTHFD2 MTO1 MTREX MTRR MYBBP1A NAA15 NAA20 NAA25 NAA50 NAB2 NABP1 NAF1 NAMPT NARS1 NARS2 NASP NAT10 NAV3 NCAPD3 NCBP1 NDC1 NDP NDUFAF4 NECAP1 NECTIN3 NEMP1 NETO2 NFATC2IP NGEF NHP2 NIFK NIN NIP7 NIPAL1 NKRF NLE1 NLN NMD3 NME1 NOA1 NOC2L NOC3L NOC4L NOCT NOL10 NOL11 NOL4L NOL8 NOL9 NOLC1 NOMO1 NOP16 NOP2 NOP56 NOP58 NOTUM NPM1 NQO2 NRN1 NSUN2 NT5C3A NT5E NUCKS1 NUDCD1 NUDCD2 NUDT5 NUP107 NUP153 NUP155 NUP160 NUP205 NUP35 NUP37 NUP43 NUP50 NUP54 NUP58 NUP85 NUP88 NUP93 NUS1 NUTF2 NVL OBI1 ODC1 OPA1 ORC2 ORC4 ORC6 OTUD6B OXNAD1 P4HA2 PA2G4 PAFAH1B2 PANK3 PAQR3 PARM1 PARP1 PAXIP1 PBDC1 PCGF6 PCLAF PCMT1 PCSK5 PDCD11 PDE12 PDE3B PDF PDGFC PDS5A PDSS1 PDXP PFAS PFDN4 PFN2 PGAM1 PGAM5 PGAP1 PGD PGK1 PHF20L1 PHF5A PHGDH PHLDA2 PIGA PIM3 PIN1 PINX1 PKDCC PLAA PLEKHG4 PLK4 PMPCA PNN PNO1 PNPT1 POF1B POLE2 POLE4 POLR1A POLR1B POLR1E POLR1F POLR3K POLRMT POP1 PPA1 PPAN PPAT PPID PPIF PPM1D PPP1R8 PPP2R1B PPRC1 PRELID3B PRKAB2 PRKCI PRKG2 PRMT1 PRMT3 PRMT6 PRMT7 PRPF40A PRPF4B PRPS1 PRRX2 PRSS12 PRSS35 PSAT1 PSMC3IP PSMD12 PSMD5 PSMD6 PSME3 PSPC1 PSPH PTCD3 PTGS2 PTN PTPRG PTRH2 PTX3 PUM3 PURB PUS3 PUS7L PWP1 PWP2 PXDC1 QRSL1 QSOX2 QTRT2 RAB32 RAD17 RAD23B RAD51 RAD51AP1 RAN RANBP1 RAPH1 RASGRP1 RBM12 RBM19 RBM3 RBMX2 RBMXL1 RBP7 RCC1 RCC1L RCC2 RECQL RETSAT RGCC RIF1 RIOK3 RND3 RNF138 RNF4 RNPS1 ROR1 RPA1 RPA2 RPF2 RPL12 RPL3 RPL7L1 RPP30 RPP40 RPS24 RPS6KA6 RPS6KB1 RPS9 RRAS2 RRM1 RRM2 RRN3 RRP12 RRP15 RRP1B RRP8 RRS1 RSC1A1 RTEL1 RUNX1 RUVBL1 RUVBL2 RWDD4 RXRA S100A8 SACS SAMD4A SAV1 SCOC SCT SDAD1 SDF2L1 SEC23IP SECISBP2 SEH1L SEMA6D SERPINB6 SERPINB9 SERPINE1 SF3B3 SFPQ SGO1 SH3PXD2A SHISA3 SHMT1 SHMT2 SHQ1 SIMC1 SINHCAF SKA3 SKP2 SLC11A2 SLC16A1 SLC16A3 SLC19A1 SLC20A1 SLC25A13 SLC25A32 SLC2A3 SLC30A2 SLC35D1 SLC39A6 SLC41A2 SLC7A1 SLC7A6 SLF1 SMAD7 SMARCA5 SMC3 SMCHD1 SMYD5 SNAI1 SNAPC3 SNHG3 SNORD30 SNORD93 SNRNP40 SNRPA1 SNU13 SPDL1 SPRYD7 SPTLC2 SQLE SRFBP1 SRM SRPK1 SRSF1 SRSF10 SRSF3 SRSF7 SSB SSR1 ST6GALNAC4 ST8SIA2 STEAP1 STIP1 STRAP SUPV3L1 SUV39H1 SUV39H2 SYNCRIP SYNPO2 SZRD1 TAB3 TAC3 TAF1D TAF2 TAF4B TAF5 TALDO1 TANK TARBP1 TARDBP TARS2 TBL3 TBRG4 TBX3 TCERG1 TCOF1 TDG TDO2 TEDC2 TEX30 TFDP1 TFRC TGOLN2 THEM5 THOP1 THUMPD3 TIAM1 TIMM10 TIMM17A TIMM23 TIMM8A TIMM9 TIMMDC1 TIPIN TLR3 TMED5 TMEM167A TMEM199 TMEM30A TMEM33 TMEM69 TMEM97 TMOD2 TMTC1 TMX1 TNFAIP2 TNFAIP8 TNFRSF12A TOMM20 TOMM5 TOMM70 TOPBP1 TRA2A TRAIP TRAPPC4 TRIM59 TRIP13 TRMT10C TRMT6 TRUB1 TSR1 TSR2 TTF2 TTK TTLL4 TXNDC12 TXNL1 TXNRD1 UAP1 UBA2 UBA3 UBE2F UBQLN1 UCHL3 UCHL5 UCK2 UHRF1 UMPS UNC5B UNG URB1 URB2 USP1 USP10 USP24 USP31 USP39 USP45 USP46 USP53 UTP15 UTP18 UTP20 UTP25 UTP4 UTP6 VEGFA VKORC1L1 VMA21 VRK1 WDHD1 WDR12 WDR18 WDR3 WDR36 WDR4 WDR43 WDR46 WDR5 WDR55 WDR74 WDR75 WDR76 WDR77 WEE1 WNT4 WNT6 WT1 XPO1 XPO4 XPO5 XPOT XRCC6 YAE1 YAF2 YARS2 YDJC YTHDC2 YWHAG ZC3H8 ZCCHC10 ZDHHC13 ZMIZ1 ZMYM1 ZMYND19 ZNF131 ZNF148 ZNRD2 ZWILCH ZWINT LEE_BMP2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_BMP2_TARGETS_UP AAMDC AARD ABCA1 ABCA9 ABCB1 ABHD14B ABHD4 ACAA1 ACACB ACAD8 ACSL4 ADAMTSL1 ADCY4 ADCY6 ADGRG6 ADH1C ADHFE1 ADRA2A AEBP1 AFAP1L2 AGO1 AGRN AGTR1 AHNAK2 AK3 AKR1B10 ALCAM ALDH1A2 ALDH6A1 ALOX15 AMHR2 AMPD3 ANGPTL2 ANGPTL7 ANK3 ANPEP ANTKMT ANXA6 AOC3 AOX1 AOX3P APOBEC1 APOBEC3B APOD APOE APPL2 AQP1 AQP8 AR ARF5 ARHGAP6 ARHGEF26 ARL4C ARMC10 ARNT2 ASB2 ASCC1 ASPG ATOSA ATP1A2 ATP1B1 ATP1B2 ATP2B2 ATP8A1 AXIN2 BACE2 BCAT1 BCHE BCKDHA BCL2 BCL2L11 BEX2 BLVRB BMF BMP1 BMP7 BPHL BSPRY BTG1 C11orf54 C12orf57 C14orf132 C16orf89 C19orf33 C1GALT1 C1R C1S CA12 CA2 CACNB3 CALB1 CALCOCO1 CALML4 CAPN5 CASP1 CASP12 CAST CBX6 CCDC136 CCDC198 CCDC28B CCDC80 CCDC9 CCL11 CCNG2 CD14 CD59 CD82 CDC37L1 CDH1 CDH13 CEBPD CELF2 CES2 CGNL1 CHCHD10 CHD3 CHDH CHKB CHODL CILP CIRBP CITED4 CKB CKMT1B CLCA1 CLDN10 CLDN23 CLDN3 CLDN34 CLDN7 CLEC14A CLIP3 CLN3 CLSTN1 CLU CNDP2 CNP CNPPD1 COL18A1 COL4A4 COL5A1 COL6A1 COL6A2 COL6A4P1 COL7A1 COLEC11 COQ8A CORO1A CP CPE CPLX2 CPQ CPXM1 CPXM2 CPZ CREB5 CREBRF CREG1 CRIP1 CRISPLD1 CRISPLD2 CRY2 CRYL1 CRYZ CRYZL2P CSAD CSRNP3 CTDSP2 CTSA CTSB CTSD CTSF CTSH CTSO CUL7 CXCL12 CXCL17 CYB5R3 CYFIP2 CYP27A1 CYP2D6 CYP39A1 CYP4V2 DAP DAPK1 DAZAP2 DBP DCAF8 DCHS1 DCXR DDAH2 DDB2 DDIT4 DDIT4L DDR1 DDRGK1 DEGS2 DEPTOR DGKA DHRS7 DIO2 DLX5 DMPK DNAJC28 DPP4 DPT DPYD DSG2 DSP DTX3L DTX4 EBP EDNRA EEF1D EEIG2 EFEMP1 EFHD2 EFS EGFLAM EHF ELAPOR1 EMB EMP2 ENPP2 ENPP3 ENTPD1 ENTREP1 EPCAM EPHX1 EPS8 ERN1 ESRP1 ETFBKMT EVA1B EXTL3 EZR F3 F5 FAAP20 FADS2B FAM107A FAM124A FAM20A FAM20C FBLIM1 FBLN5 FBXL20 FBXO32 FCGRT FGD4 FGL2 FIRRE FLCN FLOT1 FMO2 FNBP1 FNDC5 FOXL2 FOXO1 FOXO3 FOXP1 FRMD4B FUCA1 FUOM FUT9 FXYD1 FXYD6 FYCO1 FZD6 FZD7 GAA GABARAPL1 GABRP GALNT15 GBP2 GBP4 GBP7 GCNT1 GDA GDPD1 GGT5 GHR GLB1 GLB1L2 GLMP GNG2 GPM6B GPR146 GPX2 GRB14 GRB7 GREB1 GRINA GRN GSDMD GSTM1 GSTO1 GSTT1 GSTT2 GUCY1A1 H1-0 H1-10 H1-2 H2AC25 H2AZ2 H6PD HACD4 HAGHL HBP1 HDAC11 HDAC5 HDC HEXA HIGD1B HK1 HLA-A HLA-B HLA-E HOXB6 HPGD HSD17B11 HSPA12B HTRA1 HTRA3 HVCN1 HYAL1 HYI IER3 IFI44L IFIH1 IFITM1 IFT46 IGF2R IGFBP5 IGFBP6 IGSF3 IL17RD IL18 ILVBL INAVA INHBB INPP4B IP6K1 IP6K2 IRAG1 IRF2 IRF6 IRGM IRS1 ITGB3 ITGB4 ITGB5 ITGB8 ITM2A ITM2B ITM2C ITPR2 JAG1 JAK2 JAM2 JMY JUN KANK2 KCNAB1 KCND2 KCNG1 KCNJ8 KCNK1 KCTD1 KCTD14 KDF1 KDM7A KIAA0040 KIF16B KLF9 KLHL24 KLHL32 KRT15 KRT18 KRT19 KRT7 KRT8 KRT88P LAD1 LAMA2 LAMC3 LARP6 LCN2 LDHB LEPR LIPE LIPG LIX1L LMO2 LPL LRIG1 LRP1 LRP10 LRPAP1 LRRC17 LRRK1 LTBP1 LTBP4 LTF LYZ MAB21L3 MAF MAF1 MAL MAL2 MAMDC2 MAN1A1 MANBA MAP1LC3A MAP1LC3B2 MAPKAPK3 MATN2 MCEE MECOM MEIS2 METTL26 METTL27 MFAP2 MFAP4 MFGE8 MGP MINDY4 MKRN1 MLPH MME MMP11 MMP23B MMRN2 MPZL2 MSC MSRB1 MSRB2 MSRB3 MSX1 MTURN MUC1 MXD4 MXRA8 MYC MYCN MYLIP NAAA NAGA NAGLU NATD1 NBL1 NCALD NDRG2 NEAT1 NENF NFE2L3 NFIA NGFR NIPAL3 NKD2 NMI NNAT NOTCH3 NPDC1 NPNT NPR2 NR1D2 NREP NRTN NTN4 NTRK2 NUDT7 NUMA1 NUPR1 OASL2P OBP2B OCIAD2 OLFML2A OPLAH OSR2 OTUB2 OXLD1 OXTR P2RX4 P2RX7 P2RY14 PADI1 PADI4 PAM PAMR1 PAOX PARD3B PBXIP1 PCBD1 PCK2 PCP4 PDCD4 PDE5A PDGFA PDK2 PDK4 PDLIM2 PDPN PDXK PDZK1IP1 PELI2 PER3 PGGHG PGM5 PHACTR2 PHF11 PHLDB1 PHPT1 PIGP PIGR PIK3IP1 PIK3R1 PIK3R3 PINK1 PKN1 PLAAT3 PLAT PLD1 PLEK PLEKHS1 PLET1 PLIN3 PLOD1 PLPP2 PLPP6 PLSCR1 PLSCR4 PLTP PLXNB2 PNMA8B PNPLA7 PNRC1 PPM1E PPP1R12B PPP1R14A PPP1R14B PPP1R9A PRELP PRKAR1B PRKD3 PRLR PROM1 PRSS23 PRSS8 PRXL2A PRXL2C PSMB8 PSRC1 PTGER3 PTH1R PTK2B PTPRB PTPRD PTPRR PXYLP1 PYCARD PYGB QPCT QPRT RAB13 RAB20 RAB25 RAB29 RAB31 RAB6B RAB7B RABGAP1L RAD51B RADIL RAI2 RAMP1 RAMP3 RARRES2 RASD1 RASD2 RBM24 RBM39 RBPMS RCSD1 RECK REN RENBP REPS2 RERE RESF1 REV3L RFTN2 RFXANK RGL3 RGMA RGS3 RHOBTB1 RIMS1 RIPOR2 RNASE4 RNASEL RND2 RNF128 RNF130 RNF150 RNF167 RPL22 RRAGD RRAS RSPH3 RSPO3 RTKN RTN2 RUSC1 S100A1 SAMD14 SASH1 SAT1 SATB1 SCARB1 SCARB2 SCMH1 SCN7A SCRN1 SDC4 SELENOM SELENOW SEMA4A SEPTIN4 SERINC2 SERINC3 SERPINA1 SERPINB1 SERPING1 SESN1 SESN3 SETD7 SFRP4 SFT2D2 SFTPD SGMS2 SGPP2 SH3BGR SH3YL1 SLC10A6 SLC15A2 SLC16A2 SLC17A5 SLC24A3 SLC25A23 SLC26A7 SLC2A8 SLC31A2 SLC35G1 SLC39A4 SLC39A8 SLC40A1 SLC48A1 SLC5A8 SLC6A9 SLC7A2 SLC7A7 SLCO2B1 SMAD1 SMARCA1 SMARCA2 SMIM29 SMPDL3A SNAI2 SNCAIP SNORD49A SNRK SNX21 SORCS2 SPINT2 SPOCK2 SPON1 SPP1 SPSB4 SSC5D ST14 STARD9 STMND1 STOM STXBP6 SULT1A1 SULT1D1P SUN2 SV2B SYNPO2 TAMALIN TAP2 TAPBP TBC1D17 TBC1D4 TCF21 TCIM TCN2 TCP11L2 TCTN1 TEF TEK TFCP2L1 TGFB1I1 THBD THBS3 THRA TIE1 TIMM44 TIMP2 TJP2 TLCD5 TMC4 TMCC3 TMEM132C TMEM140 TMEM176A TMEM176B TMEM200C TMEM213 TMEM26 TMEM30B TMEM35B TMEM45B TMEM86A TMPRSS2 TMPRSS4 TMT1A TMTC2 TNFSF12 TNFSF13 TNNT1 TNXB TP53INP1 TRAF5 TRIL TRIM45 TRPM4 TRPS1 TRPV6 TSC22D1 TSPAN1 TSPAN8 TTC28 TXNIP UAP1L1 UBA7 UBE2B UGT1A10 UNC93B1 URAHP USE1 USP18 VAT1 VAV3 VLDLR VPS13B VSIR VTN VWA5A VWF WDR45 WFDC2 WFS1 WIPI1 WLS YPEL2 YPEL3 ZBTB16 ZBTB4 ZFAND3 ZFAS1 ZFP36L1 ZFYVE26 ZNF136 ZNF395 ZNF467 ZNF521 ZNF608 LEE_CALORIE_RESTRICTION_MUSCLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_CALORIE_RESTRICTION_MUSCLE_DN ALDH3A2 ALOX5AP AMD1 ATOH1 CISH CPLX2 CYP1B1 CYP3A7 DDB1 DDX56 DGCR2 DMAC2L DNAJA4 DYRK1A EIF1B EIF4EBP2 EZH1 FBLN2 FBN1 FGF6 G3BP2 GALT H3-3B HES1 HMGN1 HSPH1 IGHM IRAK1 ITGAE JAK3 KPNB1 LY6E MAPKAPK2 NPEPPS NR1D1 PEBP1 PFKFB1 POLB PSMD8 RAD50 RELB RIT1 S100A9 SARS1 SS18 STARD3 TAF6 TEAD3 LEE_CALORIE_RESTRICTION_MUSCLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_CALORIE_RESTRICTION_MUSCLE_UP ACTB ACTC1 ADIPOQ ALDOC ATP1A2 CA4 CLTB CMPK2 CRYGD CTNNA1 DDIT3 EEF1G FABP5 FASN FBP2 FZD6 GIP GLUL GPD1 GUCA1A LTA MYBPH MYH7 NDN NPY4R PEX5 PLIN2 PNP PPARD PPARG PPP1R2 PRKCSH PSMB7 PSMC3 PSME1 SLC1A5 SSR4 THBD TKT LEE_CALORIE_RESTRICTION_NEOCORTEX_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_CALORIE_RESTRICTION_NEOCORTEX_DN ACLY ALOX5AP APOB APOC4 ATP2A2 ATP5PB BUB3 C19orf53 CACNB2 CALM3 CCL2 CDK4 CHKA CHRM4 CNTN3 COL4A1 CYP19A1 CYP3A5 DDR2 DUSP7 EDN1 EEF1D EEF2 EIF2S1 EIF4A1 EPRS1 FOXN1 FUT4 FZD5 GALT GNG12 GNG2 GRIN1 H1-2 H2AX IARS1 IFNA4 IHH IL17A IRS3P ITGB4 KCNH1 KIF20A KIF5B LMNB2 MDK MSH3 NEUROG1 NFE2L2 PGK2 PHKG2 PML POLR2G PRPF6 PTPN14 RAC1 RAP2B RBM4 RELA SEC23A SERPINA6 SKP1 SLC6A8 TFRC TOP3B USP9X XPC ZBTB16 ZYX LEE_CALORIE_RESTRICTION_NEOCORTEX_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_CALORIE_RESTRICTION_NEOCORTEX_UP ACTA1 ANXA6 AQP4 ASIP ATP13A2 BAG6 BMP1 CBLIF CES1 CIT CNOT2 CSK DRD4 DTNA E4F1 EDN2 EIF2AK3 FABP5 GABRA2 GAS6 GATA4 GJA3 GPR19 HINT2 HLA-G HOXA6 HOXB3 HOXB9 IFNA4 KHDRBS1 KIAA2013 KLC1 KMT2B LDB1 LONP1 MAFF MSH2 MTIF2 NAA80 NFKBIA NPRL2 OPRD1 OSBP2 PCNA PF4 POLE3 PPEF2 PPIC PRKD1 PTPRD PURA RELB SAMHD1 SELP SERPINE1 SLC12A2 SLC6A15 STK39 TFDP1 THBS3 TLE1 TNNC1 TSC22D1 TYMS UBA7 UMPS ZBTB7A ZNF771 LEE_DIFFERENTIATING_T_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_DIFFERENTIATING_T_LYMPHOCYTE ADA2 AHSA2P AIF1 AKAP13 AKNA ALDH5A1 ALMS1 AP1G2 APBB1IP AQP3 ARHGAP15 ARHGAP25 ARHGAP30 ARHGAP45 ARHGAP9 ARHGDIB ARHGEF6 ATF7IP2 ATP8A1 ATP8B1 BCL11B BCL2L11 BRD2 BTG1 BTG2 C2orf68 CAMK1D CBX4 CCDC152 CCND3 CD2 CD247 CD3D CD3G CD48 CD52 CD53 CD96 CDK13 CELF2 CEP350 CNOT6L CORO1A CRACR2A CUTALP CXCR4 CYFIP2 CYTH1 DCLRE1C DGKA DICER1 DOCK2 DOCK8 EIF4A1 EPB41 EVI2A EVI2B EVL FAM107B FGFR1 FKBP5 FLI1 FNBP1 FUBP1 FYB1 GABPB1-AS1 GALK2 GATA3 GIMAP2 GMFG GPR174 GTF3A HAUS2 HCLS1 HDAC4 ICAM2 ICOS IFNAR2 IKZF1 IL7R ING3 INPP4A IPCEF1 ITGAL ITGB2 ITGB2-AS1 ITK ITM2A KDM5A KLF13 KLHL6 KMT2E LAPTM5 LAT LAX1 LCK LEF1 LEF1-AS1 LINC01215 LNPEP LPXN LTB MAL MAP4K1 MDM4 METAP2 MGAT4A MIR142 MPHOSPH9 MR1 MTF2 MYCBP2 NCKAP1L NDUFS8 NFATC2IP NHERF1 NLRC3 NPIPB3 NUP210 OCIAD1 P2RY8 PAG1 PCGF3-AS1 PDE7A PGGHG PIK3CG PNISR PRKCB PRKCH PRKCQ PSMA3-AS1 PSMB9 PTPRC PVRIG QNG1 RAC2 RASGRP1 RASSF5 RBM33 RCSD1 RGCC RHOH RNASET2 RYBP SASH3 SATB1 SEC31B SELL SELPLG SEMA4D SEPTIN6 SFPQ SH2D1A SLA SLC46A3 SLFN5 SMDT1 SNX20 SORL1 SP1 SP110 SPATA13 SRRM2 SRSF6 SRSF7 STX16 TAGAP TBC1D10C TCF7 TMBIM4 TMC6 TMC8 TMEM131L TMEM71 TNFAIP8 TRAF3IP3 TRAPPC6A TRAT1 TRBC1 TRBC2 TRG-AS1 TRGC1 TRIM14 TRIM56 TSPOAP1-AS1 TSTD1 TXNIP UBASH3A UBE2G2 UCP2 USF3 VAMP1 VAV1 ZC3H7B ZFP36L2 ZNF148 ZNF160 ZNF207 ZNF266 ZNF397 ZNF586 LEE_DOUBLE_POLAR_THYMOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_DOUBLE_POLAR_THYMOCYTE ACSBG1 BCL6 C3orf52 CALN1 CD1C CD1D CD8A CD8B CIB2 CPLX1 CYP2U1 DNMBP EFNB2 ELOVL4 HRK LHFPL2 LYST MCTP1 MIR646HG RASD1 RIPK4 RMND5A RORC SH2D1A SLAMF1 SLC7A3 TBC1D19 WAKMAR2 LEE_EARLY_T_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_EARLY_T_LYMPHOCYTE_DN ACTN1 AGMAT AMIGO2 ANK3 ANKRD55 ATM BTLA CCR7 CD27 CD44 COTL1 CYLD CYTIP DENND2D EMP3 FOXO1 GBP2 GIMAP1 GIMAP4 GIMAP7 GPR171 GPR183 HCP5 HLA-A HLA-B HLA-E HLA-F ID2 IFITM1 IFITM2 IL27RA IL4R IL6R KLF2 LDLRAP1 LINC00869 LRRN3 MAN1C1 MAP3K1 NELL2 NFATC2 NLRC5 PIK3IP1 PRMT2 PTPRJ RNASET2 S1PR1 SAMD3 SAMHD1 SCML1 SEMA4C SLC2A3 STK17A TBC1D4 TNFRSF25 TNFSF10 TRABD2A TUBA4A LEE_EARLY_T_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_EARLY_T_LYMPHOCYTE_UP ADA AEBP1 ARPP21 ASPM ATAD2 AURKA BIRC5 BUB1 BUB1B CCNB1 CCNB2 CD1A CD1B CD1E CD99 CDC25A CDCA2 CDCA3 CDK1 CDKN3 CENPA CENPU CENPW CEP128 CEP55 CEP70 CKS2 CPVL CRNDE CXXC5 DIAPH3 DLGAP5 DNTT DSCC1 DTL E2F2 E2F7 E2F8 FAIM FAM72C FANCI GALNT7 GFI1 GGH GIHCG GINS1 GNA15 GSE1 HELLS HHIP HMGB3 HMMR KIF11 KIF14 KIF15 KIF18B KIF20A KIF2C KNL1 LDLRAD4 LETM1 LOC105379499 LRR1 MCM10 MCM2 MCM4 MELK MIR646HG MKI67 MPP1 MYB MZB1 NCAPG NDC80 NEIL3 NEK2 NLGN4X NSD2 NUF2 NUSAP1 OIP5 PALLD PALM2AKAP2 PBK PCLAF PON1 PRC1 PRR11 PTTG1 RAD51AP1 RAG1 RAPGEF5 RCAN1 RRM2 RUFY3 SCRN1 SGO2 SLC1A4 SYK TFDP2 TMSB15A TNFRSF21 TOP2A TSHR TTK TUBB TUBB4B TYMS UBE2C UBE2T UHRF1 LEE_INTRATHYMIC_T_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_INTRATHYMIC_T_PROGENITOR ADGRG1 ATP6AP1L CDK6 CEP70 ETS2 FXYD2 GUCY1A1 GUCY1B1 GXYLT2 HIVEP3 HOXA9 JCHAIN MEST NDN RAB13 RGPD1 RIMS3 RRAS2 TLR7 TNFSF4 LEE_LIVER_CANCER_ACOX1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_ACOX1_DN AASS AKAP11 AKR1C1 APOC4 ATP2A1 BAAT C4BPA CA3 CKMT2 CPOX CYP26A1 CYP2F1 CYP4F2 CYP7B1 DPP4 EGFR ELANE ETNK2 G6PC1 GOT1 GPR37 GSTA3 HAL HBP1 HGD HPD HSD11B1 IL1RAP ITIH1 KHK LECT2 LIPC LMCD1 MASP1 MBL2 MCM10 MCM3AP MYH1 NINJ1 NR1H3 OAT ORM1 ORM2 OTC PAH PHLDA1 PIPOX PPP1R3C PRODH REPS1 RGN RNASE4 SELENBP1 SERPINA1 SFTPD SLC27A5 SLC29A1 SLC37A4 SLCO2B1 TDO2 TNFRSF10B TNNC2 TNNT3 TPM2 VPS11 LEE_LIVER_CANCER_ACOX1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_ACOX1_UP ABHD2 ANXA2 ANXA5 APCS CBR1 CBR3 CD24 CD63 CD74 CIDEC COL4A2 CSTB CTSE CTSL DEFB1 EDN1 EHHADH ETS2 FABP2 FABP4 GIPC2 GPX4 HDAC1 HLA-DQA1 HOXC6 HTATIP2 IGFBP1 IGFBP2 IMPACT KRT23 KRT8 LCN2 LGALS3BP LPL LY6E MFGE8 MT2A NDRG1 NIBAN1 NQO1 PALMD PEX11A PLAT PLIN2 PLSCR1 QPCT RAD51B RAP1GAP RGS2 RPL12 RPL36 SGK1 SLC16A1 SLC20A1 SLC24A3 SLPI SORBS2 SPON2 SPRR1A TAGLN2 TBC1D8 TM4SF4 TOX UAP1L1 VNN3P LEE_LIVER_CANCER_CIPROFIBRATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_CIPROFIBRATE_DN ABAT ACADSB AKR1C1 BAAT BCL6 BHMT C4BPA CA3 CA5A CMAHP CTRC CYP26A1 CYP2E1 CYP2F1 CYP7A1 CYP7B1 DMBT1 DPP4 EFNA4 EGFR ELANE ETNK2 G6PC1 GPR37 GSTA4 HAL HBP1 HPD HSD11B1 HSD3B2 IL1RAP KRT13 KRT4 KYNU LECT2 MAPKAPK2 MBL2 MCM10 MCM7 NETO2 NR1H3 OAT OTC PAH PCK1 PIPOX PNLIP PNLIPRP1 PON1 PPP1R3C PRODH REG1A RNASE4 SELENBP1 SERPINA6 SLC17A3 SLC1A2 SLC2A2 SLC37A4 SULT1B1 TNFRSF10B TNNC2 TNNI2 TNNT3 TRPV2 WNT10B LEE_LIVER_CANCER_CIPROFIBRATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_CIPROFIBRATE_UP ABHD2 ALDH3A2 APCS BRCA1 BSG CBFA2T3 CD24 CD36 CD63 CDKN1A CHKB CIDEA CIDEC COL4A1 COL4A2 CTSE DAB1 EHHADH ETS2 FABP4 GATM GIPC2 HOXC6 IGFBP1 IGFBP2 KIFAP3 KRT23 LCN2 LEPR LPL LY6D MFGE8 MLYCD MT2A MYO5C NIBAN1 NT5E NUP205 PDK4 PEX11A PLA2G7 PLAT PLIN2 PLTP PMM1 QPCT RAB30 RAD51B S100A9 SLC16A1 SLC24A3 SPON2 SPRR1A TES TFF3 TGM2 TM4SF4 UCP2 VNN1 VNN3P LEE_LIVER_CANCER_DENA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_DENA_DN AASS ABCD3 ACADSB ACOX1 ACSL1 ACSM3 AKR1C1 ALDH1A1 ALDH3A2 ALOX12B BAAT BHMT C4BPA CA3 CA5A CPT2 CSAD CTRC CYP2E1 CYP2F1 CYP4F2 CYP7A1 CYP7B1 DCXR DMBT1 DPYS EHHADH ELANE EPHX2 FABP1 G6PC1 GCDH GLYAT GPR37 GSTO1 HOXA5 HPD HSD3B2 IL1RAP KRT4 LACTB2 LIPC MAT1A MCM10 ME1 MYH1 NDRG2 NETO2 NR1H3 OAT OTC PADI4 PAH PCK1 PEX11A PHYH PLA2G1B PNLIP PNLIPRP1 PON1 PRODH REG1A RGN RORC SELENBP1 SLC1A2 SLC25A13 SLC27A5 SLC2A2 TNNC2 TNNI2 TNNT3 TRPV2 WNT10B LEE_LIVER_CANCER_DENA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_DENA_UP ABHD2 ANKRD1 ANXA1 ANXA2 ANXA5 APCS B4GALT6 BCL2A1 CD24 CD63 COL4A1 COL4A2 COL4A5 CPE CSN3 CTSS DYNLT1 FABP4 FBLN2 GATM GPC3 HOXC6 ID1 IGFBP1 KDELR3 KIF11 KIFAP3 LAMA5 LCN2 LEPR LGMN LPL LY6D LY6E MCM6 MFGE8 MMP12 NDRG1 NKTR NOTCH3 NUP205 PEA15 PLAT PLEK POU2AF1 PPBP PTPRE RAD51B RGS2 RPL36 S100A9 SOX9 SPP1 TAGLN2 TFF3 THBS1 TLR1 TM4SF4 VCAM1 VNN3P LEE_LIVER_CANCER_E2F1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_E2F1_DN AASS ABCG2 ACSL1 ADIPOR2 AKAP11 AKR1C1 ALDH1A1 AQP8 BAAT BHMT C4BPA CCDC90B CFH CFHR1 CTRC CYP2E1 CYP2F1 DBI DCT EFNA4 EGFR ELANE ELOVL5 FABP1 GHR GOT1 GPR37 GSTO1 HAL HAO1 HPD HSD11B1 HSD17B10 IGF1 IL1RAP ITPR1 KLK5 KYNU LECT2 MAPKAPK2 MCM10 MDH1 ME1 MTARC1 NETO2 NR1H3 OAT ORM1 ORM2 OTC PCK1 PNLIP PNLIPRP1 PPCS PXMP2 RARRES1 REG1A REPS1 RGN SERPINF1 TDO2 TMEM222 ZC2HC1C ZG16 LEE_LIVER_CANCER_E2F1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_E2F1_UP ACTG1 ACTG2 ANXA1 ANXA2 ANXA5 BCL2A1 CASP4 CD63 CD74 COL1A1 COL5A2 CPE CSTB CTSE CTSS CXADR CXCL10 CYP39A1 DEFB1 DYNLT1 ETS2 FABP4 FMO3 GGH GPC3 GSTM1 GSTM2 HOXC6 IFI44 IFIT2 IGFBP1 JCAD KRT23 KRT8 LCN2 LEPR LPL LY6E MCL1 MFGE8 MMP12 NT5E NUCB2 PALMD PLAT PLSCR1 PPL RAD51B RHOB RPL36 SHCBP1 SPARC SPINK1 SPON2 SPTAN1 TAGLN2 TFF3 TM4SF4 TMEM176B TUBB2A UAP1L1 USP18 XDH LEE_LIVER_CANCER_HEPATOBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_HEPATOBLAST CCND2 CD44 EZR F3 FOS IL6 KRT19 KRT7 LAMA3 MMP1 NR4A1 PLAUR PTGS2 TIMP1 TNC VIM LEE_LIVER_CANCER_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_DN AASS ABCC10 AQP8 BHMT C4BPA CFH CFHR1 CTRC CYP2F1 DCT DMBT1 DPYD EFEMP1 EGFR ELANE ELOVL5 FGG FKBP5 G0S2 G6PC1 GOT1 HAL HAO1 HBP1 HERPUD1 HSPA5 HSPH1 IGF1 IGF2 IGFBP2 IL1R1 KLF15 KLK5 KYNU MAPKAPK2 MEOX2 MT2A MTARC1 NETO2 ORM1 ORM2 OTC PCK1 PCOLCE PFKFB1 PNLIP PNLIPRP1 POGZ RARRES1 RBFA REG1A RGS16 RIDA SATB1 SERPINA3 SFXN1 SLC37A4 TBC1D8 TBC1D9 TCIM TDO2 ZC2HC1C ZG16 LEE_LIVER_CANCER_MYC_E2F1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_E2F1_DN AASS ABCD3 ACSL1 ADIPOR2 ALAD APOC4 BAAT BHMT C4BPA CFH CFHR1 CPOX CTRC CYP2E1 CYP2F1 CYP4F2 CYP7B1 DCT EGFR ELANE ELOVL5 EPHX2 ETNK2 FABP1 FABP2 G0S2 G6PC1 GHR GOT1 HAL HAO1 HBP1 HPD HSD11B1 IGF1 IGFBP2 IL1RAP KYNU MAPKAPK2 MAT1A MCM10 ME1 MTARC1 NETO2 NR1H3 OAT ORM1 ORM2 OTC PCK1 PNLIPRP1 PXMP2 RARRES1 REG1A REPS1 RGN RGS16 SFTPD SLC25A22 SLC27A2 TDO2 TNNC2 TRPV2 ZC2HC1C LEE_LIVER_CANCER_MYC_E2F1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_E2F1_UP ACTG1 ANXA2 ANXA5 BCL2A1 CD63 CD72 CD74 CDK1 CISH COL1A1 COL1A2 CSTB CTSS CXCL9 CYP39A1 DEFB1 FABP4 FMO3 GPC3 HLA-DQA1 ICAM1 IFI44 IFIT2 IGFBP1 KIF20A KRT8 LAMA5 LCN2 LPL LY6D LY6E MAD2L1 MMP12 NUCB2 NUSAP1 PALMD PLAT PLSCR1 PPL PTGDS RAD51B ROCK1 SLC13A3 SLC1A4 SMC4 SPARC SPINK1 SPP1 SPTAN1 TAGLN2 TMEM176B TPR UAP1L1 UNC13B USP18 VIL1 LEE_LIVER_CANCER_MYC_TGFA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_TGFA_DN AASS ABAT ABCG2 ACOX1 ALAS2 ALDH1A1 AQP8 BAAT BHMT C4BPA CA3 CA5A CMAHP COA3 CPT2 CRISP2 CYP2F1 CYP4F2 CYP7B1 DCT EGFR ELOVL5 EPHX2 ETNK2 FABP1 FABP2 G0S2 G6PC1 GOT1 GPR37 HAL HAO1 HLA-DMA HPD HSD11B1 HSD17B10 IGF1 IGFALS IL1RAP KHK KLF15 KYNU LIPC MAPKAPK2 MCM10 MMD MTARC1 NETO2 NR1H3 OAT ORM1 ORM2 OTC PCK1 PSEN2 PTP4A3 PXMP2 RGN RGS16 SLC25A22 SLC27A5 TDO2 TNNC2 TRPV2 ZC2HC1C LEE_LIVER_CANCER_MYC_TGFA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_TGFA_UP ACTG1 AKR1B1 ANXA2 APP ATP5IF1 BTG2 BTG3 CBR1 CCND1 CD63 CNN1 CSN3 CSTB CYP39A1 ELF3 ETS2 GIPC2 GSTM1 GSTM2 HTATIP2 ICAM1 IGF2 IGFBP1 IGFBP6 KRT8 LCN2 LPL LY6D LY6E MFGE8 MGMT MMP12 MT2A MT3 MTHFD2 NDRG1 NEDD9 NT5E PLAT PLSCR1 PPL PSPH PSRC1 RAB3D RACK1 RAD51B RALB RPL12 RPS24 SERPINA6 SLC13A3 SLC1A4 SLPI TAGLN2 TFF3 TFRC TLR1 TUBGCP4 UAP1L1 USP18 VIL1 LEE_LIVER_CANCER_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_MYC_UP ACTG1 APRT CCN1 CCN2 CDCA3 CDK1 CISH CSRP2 CSTB CTSE CYP26A1 CYP7A1 DCLRE1A DMPK FBXO21 FDFT1 GLUL GSTM1 GSTM2 HMGCS1 HTATIP2 IDH3A KIF20A LCN2 LECT2 LPL LY6D LY6E MAT2A MCM6 MGST3 NUSAP1 PALMD PDGFC PLAT RACK1 RALB RNASE4 RPL12 RPL13A RPL13AP5 RPL28 RPL36 RPLP2 RPS14 RPS16 RPS24 SLC13A3 SLC1A2 SLC1A4 SLC22A1 SNTB1 TMEM176B TPR LEE_LIVER_CANCER_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_SURVIVAL_DN ACTL6A ACTR3 AGFG1 AGRN ANLN ANXA3 ANXA4 ARHGAP18 ATAD2 ATP2B1 ATP5F1C B3GNT5 BCAT1 BUB3 BZW2 CALM2 CBX3 CCDC6 CCNA2 CCNB1 CCT5 CCT6A CD164 CD2AP CDCA8 CDK4 CENPF CENPU CKS2 CLIC1 CTBP2 DBNDD2 DCTPP1 DEK DEPDC1 DLGAP5 DSG2 DUSP18 DYNC2I2 DYNLL1 DYNLT1 DYRK2 ECT2 EEF1E1 EIF4A3 FABP5 FBL GTPBP4 H4C1 H4C14 H4C3 HDAC2 HDDC2 HIF1A HMGB2 HMGN1 HNRNPA1 HNRNPC IER3 IGF1R INAVA ITGB1BP1 ITPR3 JPT1 KHDRBS1 KIF5B KLF5 KNTC1 KRT10 KRT19 LAMB1 LRRCC1 LSM8 LXN LYAR MAPRE1 MARCKS MCM2 MCM6 MCM7 METTL5 MFSD10 MMD MRPL42 MSH6 MTHFD2 MYH2 NAP1L1 NCBP2 NDC1 NFE2L3 NLRP2 NOP56 NPM1 NSF NTS ODC1 OLIG2 OPLAH PBX1 PCLAF PCNA PDCD5 PDLIM7 PELI1 PFDN4 PHLDA2 PLP2 PNP PRMT1 PRMT2 PTBP3 PTGR3 PTMA RAB32 RALA RAN RBM17 RBX1 RCC2 RGS2 RMI2 RND3 RPE RPL12 RPL17 RPL27 RPL31 RPL35 RPL36A RPL38 RPL9 RPS11P1 RPS18 RPS3 RPS3A RPS5 RPS6 RPS7 RPS9 RPSA RWDD1 S100A6 SEPTIN7 SERPINH1 SET SFT2D1 SLBP SLC34A1 SLC44A1 SMC2 SNRPB2 SNRPG SPC25 SUMO2 SUZ12 TES TMSB4X TOPBP1 TPRKB TSPAN3 TTK TUBA1B UBA2 UBE2D1 UBE2T URI1 USP1 VCL VCP YBX3 YWHAB YWHAH YWHAQ ZC2HC1A ZNF138 ZNF37BP ZNF532 ZNF681 ZWILCH LEE_LIVER_CANCER_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_LIVER_CANCER_SURVIVAL_UP A1CF ABCA6 ABCC2 ABCG5 ABCG8 ABHD6 ACADS ACOX2 ACSL1 ACSL6 ACSM5 AGL ALAS1 ALDH1L1 ALDH4A1 AMACR AMDHD1 AMFR AMT ANXA9 AOX1 APCS APOA5 APOC3 AQP9 AR ASGR1 ATG16L1 ATP6V0E2 BAAT BDH1 C1QTNF4 C1orf115 C2 C4BPB CABIN1 CAND2 CCL16 CDHR5 CDO1 CES1 CES2 CES3 CFHR5 CGREF1 CLRN1 CLTRN COBLL1 COQ8A CPB2 CPN2 CPT2 CRAT CRYL1 CSAG2 CUX2 CYP2D6 CYP2J2 CYP3A4 CYP4F11 DCXR DENND5B DEPDC7 DHRS3 DIO1 DPYS DSG1 ECHDC2 ECHS1 EGLN2 EHHADH ENPP5 EPHX1 F10 F12 F13B FAM169A FBXO31 FLJ30679 FMO3 G6PC1 GJB1 GLYAT HAGH HAO1 HGD HPD HSD17B10 HSD17B6 HYAL1 HYDIN2 IL6R ILRUN INSIG1 INSR ITIH1 ITPR2 IVD KHK KLK3 KNG1 LDHAL6A LEAP2 LINC02693 LPIN1 MAP4K1 MASP2 MIR1-1HG MLXIPL MOGAT1 MORN1 MPDZ MRM1 MRPL46 MSRA MST1 MTSS1 MVK MYRIP NDRG2 NDUFS2 NECAB2 NF1 NLGN1 OGDHL OTC PAH PARD3B PC PCCB PCK1 PCSK6 PCYT2 PHLPP1 PINK1 PIPOX PKLR PLPP1 PRDX6 RBP5 RDH5 RETREG3 RGN RHBG RPS2P45 RRN3P1 RUNDC3B S100A8 SALL1 SEC14L2 SELENBP1 SEPTIN4 SERPINC1 SERPIND1 SERPINF1 SERPING1 SGPL1 SLC22A18 SLC25A10 SLC27A5 SLC2A2 SLC35D1 SLC38A3 SLC6A12 SPINK2 SRD5A1 STARD10 STK32B SULT2A1 TACO1 TMEM176B TRIM55 TSKU TTBK1 TTPA UGT1A6 UGT2B15 UGT2B4 UGT3A1 UNKL VPREB1 WNK3 WNT11 ZBED1 ZBTB20 ZBTB22 ZP3 LEE_METASTASIS_AND_ALTERNATIVE_SPLICING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_METASTASIS_AND_ALTERNATIVE_SPLICING_DN ABCC4 ADAMTS13 API5 CEBPG CELSR2 CLK4 COL9A3 CSF3 CSNK2A1 CYP19A1 DHRS2 DVL3 EIF2AK1 EIF4G2 ERCC6 ERGIC1 FCHO1 GRB14 GSTM3 GTF2H1 HYAL1 LGR6 MAP2K5 MAPT NAE1 NLRP1 NR1H3 PCDHA12 PCDHA5 PCDHAC2 PCDHGA12 PDCD2 PHLDA2 PPARD PTK2 SEMA3B SLITRK4 SOD1 SPP1 SVIL TNFSF10 TSPAN5 TTBK1 UBP1 WDR77 LEE_METASTASIS_AND_ALTERNATIVE_SPLICING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_METASTASIS_AND_ALTERNATIVE_SPLICING_UP ADRA1A ANKS1A ANKS1B BCL2A1 BID BMF BMP1 BNIP3 BTK C6 CAMK1 CCBE1 CCN1 CEACAM1 COL4A6 COL6A2 COL7A1 CSNK1E CTSV DAP3 DDR1 ELN F2R FASTK FAT1 FZD1 GAS2 GRK3 HAPLN3 HIPK2 IL12RB1 IL3RA ITGB5 L1CAM LGALS1 LGALS3BP LGI3 LRRC66 LTBR LZTR1 MAP4K4 MCM7 MET MFAP5 MGP NAIP NLGN4X NME6 NRCAM P3H3 PDCD6IP PIM1 PLAGL1 PLXNA2 PLXNB3 PPP2R1A PTK7 PTPRF PTPRM RPS6KL1 RTN4 SH2D4A SHC1 SLC1A4 SMAD3 SMO SRPK2 STAB2 STK32C TMEM45A TNFRSF1A TSPAN33 TSPAN9 WNK1 LEE_METASTASIS_AND_RNA_PROCESSING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_METASTASIS_AND_RNA_PROCESSING_UP ACIN1 BOP1 COIL CSTF1 DHX16 EXOSC8 FBL GEMIN5 GRSF1 HNRNPA2B1 PA2G4 PABPC1 PPIG RAE1 RNGTT SLBP LEE_NAIVE_T_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_NAIVE_T_LYMPHOCYTE ADTRP AK5 ATP10A C1orf162 EPPK1 GIMAP5 GIMAP8 IL6R INPP4B LDLRAP1 NOG PASK PCED1B PLEKHA1 RAB30 RPS4Y1 SHISAL2A TAGAP UPP1 VSIG1 LEE_NEURAL_CREST_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_NEURAL_CREST_STEM_CELL_DN ACKR3 AGPAT4 AMY1A ARL4C BCL2 BEGAIN BMP7 BTG3 CA2 CAPN6 CD46 CD82 CD9 CEP290 CHRDL1 CNTNAP2 COCH COL4A5 COL4A6 COL9A3 CREB5 CROT DDB2 DGLUCY DLK1 DMD DOCK3 DSP DTNA DUSP6 EFEMP1 EFNA1 ELOC EMX2 ENPP4 EPHA2 ETV5 F3 FABP7 FAM107A FBN2 FEZF2 FGF17 FGF8 FJX1 FOS FOXG1 FUT8 FUT9 FZD5 GALNT12 GAS6 GATM GDF15 GDF7 GRAMD1C HAUS6 HDC HLA-B HSPA1B HSPA4L HTR2C HTRA1 IGFBP3 KLF3-AS1 LGI1 LGR5 LHX2 LZTFL1 MAFF MFAP3L MIR9-1HG MPPED2 MTUS1 NACA NAV3 NELL2 NOS2 NOTCH1 NPY2R NUAK2 PALLD PDLIM5 PLAGL1 PLEKHB1 PLK2 PMAIP1 PROM1 PRR16 PRSS23 PSTPIP2 QKI RIPPLY3 SAT1 SIX3 SLC1A4 SLIT2 SLITRK5 SMS SORBS2 SOX3 SPART SPON1 SPRY1 SPRY2 SSX1 SYNE2 TKTL1 TMEM255A TNFRSF10B TP53TG1 TRIM22 TRIM24 TTYH1 WASF1 WIF1 WNT5B ZBBX ZIC1 ZMAT3 ZMYM2 ZNF236 LEE_NEURAL_CREST_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_NEURAL_CREST_STEM_CELL_UP ADGRG6 AKR1C1 ALCAM ANXA1 AP1S2 ARHGDIA ARL6IP5 ATP1A2 BCHE BGN BMP5 C3orf52 CDH1 CDH19 CDH6 CEBPD CELF3 CHGA CHN2 CNR1 COBLL1 COL14A1 COL1A2 COL3A1 COMMD9 CRABP1 CRABP2 CRYZ CYP26A1 DACT1 DCN DCX DLC1 DNAJC1 DPYD EDNRA EEF1A2 ELK3 EMC1 ENC1 ERBB3 FAP FST GAP43 GNRH1 GRN GSN GYPC HAPLN1 HMGA1 HOXA2 HOXB2 IFI16 IGFBP5 IGFBP7 INA ITGA4 KCNK5 KCNN2 KLHL41 L1CAM L1TD1 LAMB1 LDLRAP1 LGALS1 LIN28A LITAF LPAR6 LRRN3 LUM LZTS1 MDFI MEF2C MITF MOXD1 MSTN MSX1 NAGK NAP1L1 NEFL NEFM NFASC NGFR NHLH1 NHLH2 NMRK1 NNAT NPR3 NR2F1 NR2F2 NRIP1 NRP2 NRXN1 PAX3 PCBP4 PCDH8 PDGFRA PHOX2B PITX2 PMP22 PODXL POSTN POU4F1 QPRT RASL12 RBP1 RHOB ROR1 RRBP1 RUNX1T1 S100A10 S100A11 S100A11P1 SCG3 SCN3A SCRG1 SEMA3C SERPINB9 SGCD SH3BGRL3 SHC1 SLC17A6 SLIT1 SLN SNAI2 SNAP25 SORBS1 SOX10 SPP1 SST ST18 ST7 STMN2 STMN4 STRA6 TAGLN3 TFAP2A TFAP2B TGFBI TMEM204 TNNC2 TRIL TRIM62 XIST ZCCHC24 ZEB2 ZNRD2 LEE_RECENT_THYMIC_EMIGRANT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_RECENT_THYMIC_EMIGRANT ABCC10 ABHD17B ACBD5 AEBP2 AIF1 ANKRD10 ANKRD37 ANKRD55 ARL5A ARL6IP6 ATP11A AUH AUTS2 B3GNT2 BCL11A BCOR BTBD3 CACHD1 CALHM6 CAMK4 CASC15 CBL CCNG2 CCR7 CCR9 CCRL2 CD1B CD93 CDCA7 CDCA7L CDK2AP1 CENPK CEP57 CHI3L2 CHML CKS2 CMPK2 CMTR2 COA1 CRY1 CSAD CSTF2T CTPS1 CYSLTR1 DAPK1 DARS1 DENND5A DPH5-DT DPY19L4 DSG2 EEF1E1 EIF3H ENSG00000291107 ERICH1 FAM106A FAM241A FAM3C FNIP2 FUT8 GATA3 GATD1 GEMIN8 GNAI1 GNB4 GPA33 GPR146 GPR171 GTF2H3 GZMA H2AC18 H2AC6 H2BC5 HACE1 HBG1 HDAC2 HEG1 HERC2 HERC2P9 HOOK3 HPGD HTR2B HYCC1 ID2 IFI16 IFT80 IGF2BP3 IGHM IGLC2 ING3 ISG15 ITM2A JUN KBTBD6 KCTD18 KIAA0319L KLHL8 KRBOX5 LCORL LPP LRPPRC LYPLA1 LYPLAL1 LZTFL1 MAML3 MAP3K20 MARCKS MBTD1 MCUR1 METTL21A MFSD8 MICAL2 MIF MINDY2 MPEG1 MPP7 MTHFD1L MTHFD2L MTLN MYSM1 N4BP2 N4BP2L1 NADK NAPSB NDUFA7 NEDD1 NFATC2IP NFKBIZ NIBAN3 NINL NIPSNAP3A NR4A2 NREP NSD3 OTUD6B OXR1 P2RX5 P2RY1 PABPC1 PAICS PAK1 PALM2AKAP2 PAPOLA PCGF5 PCLAF PDCD4 PDE4D PDLIM1 PET117 PEX13 PFDN6 PGM2 PLAC8 PLCXD2 PLSCR1 PM20D2 PMEPA1 PRMT1 PRPF19 PSMB2 PTGER4 PTPRC PXDN QSOX2 RAB18 RAI1 RASA2 RBM7 RGS1 RHOBTB3 RHOU RNASE6 RNF138 RNF144B RPL18A RPS15A RPS26 RPS29 RSAD2 SENP7 SERF1A SERF2 SH2D1A SIDT2 SIKE1 SKAP2 SLC25A37 SLC2A3 SMC4 SNORD60 SOCS3 SOX4 SPRED2 SPRY2 STK17B STMP1 SYTL2 TAF13 TAF4B TAGLN2 TBC1D22A-DT TCF4 TENM1 THRAP3 TIMM8B TIMP2 TKT TMEM156 TMEM65 TMOD3 TNFAIP3 TNFSF10 TOB1 TOP2A TOX TOX2 TPRG1 TRA2B TRIO TSPAN13 TYMS UBASH3B USP38 VARS2 VAV3 VEZT VPS13C XIAP YARS1 YBX3 ZBTB21 ZC3H8 ZCCHC9 ZNF271P ZNF542P ZNF677 ZNF711 ZNF738 ZNF776 ZNF827 LEE_SP4_THYMOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_SP4_THYMOCYTE CLDN1 CTSL DUSP4 EGR3 HTR2B IER3 IFI44L IRAK2 NR4A2 P2RY1 PDE4D RSAD2 SERPINE2 SPRY2 TPRG1 LEE_TARGETS_OF_PTCH1_AND_SUFU_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_TARGETS_OF_PTCH1_AND_SUFU_DN ABLIM1 ALDH1L1 ASPH ATP1B1 ATP2A2 ATP2B2 C11orf87 C1QTNF4 CA8 CACNA1G CALB1 CAMK2D CBLN1 CDS1 CEND1 CHCHD10 CKMT1B CLSTN2 CNIH2 CNP CSDC2 DCLK1 DYNLT3 ELMOD1 FAM241B FNBP1 GAD1 GJA1 GRIA1 GRM3 GUCY1A1 HK1 HMGCS1 ITPKA ITPR1 KCND2 KCNK1 KIF1A KIF5A LRP8 LYNX1 MAP4 MAPRE2 MAPRE3 MASP1 MEG3 MEG8 MIR124-2 NAPB NCAM1 NDRG4 NEFH NRIP3 NRSN1 NRXN3 NTM PAK1 PCP2 PCSK1N PDXK PENK PPP1R3C PREPL PRKCG PTGDS PTPRR RAB3A RAB4A RCAN2 RORA SEMA3E SEZ6L2 SKOR1 SLC13A3 SLC1A6 SLC32A1 SLC4A10 SLC8A1 SPOCK2 SYT1 THY1 TMEM50B TRPC3 TSPAN17 TSPAN2 VAMP2 VSNL1 ZIC3 LEE_TARGETS_OF_PTCH1_AND_SUFU_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEE_TARGETS_OF_PTCH1_AND_SUFU_UP AKNA ATOH1 B2M C1QA C1QB C4A CAVIN2 CCND1 CCND2 CDCA7 CDH20 CDK6 CKLF CTSS DDR2 EIF4EBP1 FAM210B FRMD4B FZD2 GLI1 GLI2 GPNMB HK2 HLA-DQA1 HSD11B2 IER5 IRS1 KATNIP KMT5A LAP3 LRIG3 LYZ MAGOHB MAP2K6 MCM2 MCM6 MICAL1 MTHFD2 MYCN PLEKHO2 POLE PPAN PTCH2 RAD51AP1 RND3 RPL23 RPS27 SFRP1 SOCS2 SOX18 SSTR2 SUFU TBATA TSHZ2 YBX3 ZEB1 LEIN_ASTROCYTE_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_ASTROCYTE_MARKERS ALDOC APOE AQP4 ATP13A5 ATP1A2 ATP1A4 BCAN C1QA CD63 CLDN5 CLU CST3 DBI DIP2A EMX2 GFAP GJA1 GLDC GLUL GPR37L1 GSN HEPACAM ID3 ITGAM ITGB5 LYZ MAGI1 MATN4 MFGE8 MLPH MT1A NCAN PLA2G7 PLPP3 PRDX6 S1PR1 SEPTIN4 SLC6A20 SOX8 SPARC SPARCL1 STAB1 ZNF780A LEIN_CEREBELLUM_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_CEREBELLUM_MARKERS AFAP1L2 AMOT ARAP1 ARHGAP5 ARHGEF37 B3GNT5 BTG1 CA7 CALB2 CASQ2 CBLN3 CEP72 CHD7 CMYA5 CNKSR3 COL18A1 CRTAM DHRS3 DMD DMRTC2 DNAJC3 EN2 ERC1 ETV4 EXPH5 FAM107A FBXO24 FEZ2 GABRA6 GDF10 GNG13 GPR63 GSAP H6PD HBEGF HEPACAM ICMT IL16 KANK2 KCNT1 KIT LHX1 LHX5 LIG1 LRCH1 MCC MMP24 MTCL2 NAT8B NEK2 NHLH1 NKAIN4 NPR1 NTN1 PAQR6 PCP2 PDP2 PEPD PHKA1 PKP3 PLXDC1 PREX2 PTPRM RHOD RIF1 RNF182 SEBOX SELENOS SLC25A18 SLC66A2 SLC9A3 SPRY3 SYNE2 SYTL3 TJP2 TMEM266 TMEM41A TNC TRAF6 TRIM62 TST ZIC1 ZIC2 ZNF385C ZNF521 LEIN_CHOROID_PLEXUS_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_CHOROID_PLEXUS_MARKERS ABCA4 ACAA2 ACACB ACAD8 ACE ADH1C ATP6V0E1 C21orf62 CAB39L CALML4 CCND3 CDH3 CFAP44 CFH CLDN1 CLDN2 COL8A1 COL8A2 COL9A3 CPED1 CPQ CSRP2 CTSC DNALI1 DUSP22 ECRG4 EFS ELOVL7 EPHX1 EZR F13A1 F5 FADS1 FANCM FHAD1 FOLR1 FXYD1 FZD4 GC GGH HEMK1 INMT ITGB5 KCNE2 KDR KIF9 KL KLHDC7A LBP LDC1P LEPR LGALS3BP LRP10 LUM MGP MROH7 MSX1 MXRA8 MYO7A NEK11 NID2 NOTCH2 NXN ODAD1 OTX2 PBXIP1 PCOLCE PCOLCE2 PERP PGPEP1 PLTP PRLR PRR32 RBM47 RBP1 RNASET2 RSPH9 SGMS2 SLC24A5 SLC26A11 SLC39A12 SLC4A5 SLC6A20 SLCO1C1 SOSTDC1 SPATA17 SPINT2 ST6GALNAC2 STEAP2 STRA6 SULF1 SYNE2 TBC1D9 TCN2 TGFBI TMEM237 TMEM72 TMPRSS11A TPSD1 TRPV4 TTC21A TTR TXNIP VWA3A WFDC2 LEIN_LOCALIZED_TO_DISTAL_AND_PROXIMAL_DENDRITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_LOCALIZED_TO_DISTAL_AND_PROXIMAL_DENDRITES ADCY1 BOK BTBD3 CAMK2A CPE DLG4 EPB41L1 HPCAL4 ITPR1 KIF5A LPAR1 MT-ATP6 PPP1R9B PRXL2A PSD RGS8 SBK1 SOWAHA LEIN_LOCALIZED_TO_PROXIMAL_DENDRITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_LOCALIZED_TO_PROXIMAL_DENDRITES ACO2 ANK2 ATP5F1B BSN CDK14 CHGB DNAJC6 EEF1A1 EPS15 GFM2 GPD1 HPCA IDS INA KIF5C KIFC1 LYNX1 MAP1A MAP1B MAP2 MMD MTCH1 NECAB2 NETO1 NNAT NRGN NSG2 PLPPR2 RAD51 RNF10 RPH3A SELENOW SLC17A7 SNRPN SNURF SULT4A1 TMSB4X LEIN_MEDULLA_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_MEDULLA_MARKERS ABHD8 ACBD3 ADGRE5 ADIPOR2 ANKRD35 ANKRD55 ANXA2 ANXA5 AR ASAH2 CAPN1 CCT8 CD151 CD59 CHRNB4 CLGN CROT CYP4F8 DLK1 EAF1 EFCAB3 EIF5A2 ENTPD3 ESRRG FAM156A FBLN7 FNTA FSTL1 FZD8 GAS2 GLRA1 GLRA4 GLRX3 GPR101 HARS2 HLA-DRB5 HMGA1 HOXB6 HOXC4 KANK4 KCNAB2 KCNG4 KCNJ14 KLHL36 LDLR LHX5 LRRC27 LYVE1 MAFG MAP3K20 MARCHF2 MINAR1 MRAP2 MYC NRG1 NSDHL P2RX5 P2RX6 P2RY14 PANX2 PCSK6 PHF20 PHLDA3 PIKFYVE PMP22 PPP2R2B PRDX1 RASSF4 SERPINA3 SERPINB1 SLC17A6 SLC26A6 SLC34A1 SLC45A3 SLC6A5 SLC6A9 SPP1 STEAP2 SV2C TAT TNKS TRIP10 UBLCP1 UFC1 VEGFB WNT8B LEIN_MIDBRAIN_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_MIDBRAIN_MARKERS AFAP1 AGT AGTR2 ALDOC AMIGO2 ANKRD55 ARHGEF40 ARRDC1 BAIAP3 BCAT1 BNC2 CACHD1 CARMIL3 CD83 CERS2 CLGN CMKLR2 COL15A1 COPRS CREBL2 DDC DENND1B DLK1 DNM3 EBF3 ECE2 EIF5A2 EN1 ENDOD1 EPHB1 FAM156A GABRQ GFRA1 GJE1 GLRA1 GLRA2 GLRA3 GLRA4 GPC5 HAP1 HARS2 HJURP HMGA1 HTR2C ITGA10 ITIH3 KANK4 KCTD9 KIAA0930 KLHL1 LTBP3 MAGED2 MTMR2 NSMAF OPALIN P2RX5 PANX2 PCOLCE2 PCSK1N PHLDA3 PIGT PLP1 POU4F1 PRPH PTGDS QDPR SEMA3F SEMA4G SLC17A6 SLC39A14 SLC4A2 SLC6A3 SLC7A3 SLC8A3 STEAP2 TCF7L2 TRAIP TSC22D3 TTC39A UBLCP1 VAT1L ZFHX3 ZFHX4 LEIN_NEURON_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_NEURON_MARKERS ADD2 ALCAM ATP6V1G2 BEX1 BMERB1 CALM2 CAMK2A CAMK2B CHGB CHN1 CHST1 CLSTN3 CPLX1 CX3CL1 CYFIP2 CYRIA DISP2 DPP6 EGR1 FAIM2 FBXW5 FLYWCH1 GABARAPL1 GABBR2 GAP43 GPR162 GRIA2 GRIA3 GRIA4 GRIN2B JAKMIP1 KIFC2 LHX9 LRP11 MADD MAP2K1 MAP2K4 MEG3 MYO5A NAPB NDFIP1 NDRG4 NEFL NORAD NSG2 PACSIN1 PHF24 PRKACA PRKAR1B PTPRN RAB6A REPS2 RTN1 RYR2 SH3GL2 SLC22A17 SMARCA2 SNAP25 SNHG11 SNRPN SYNGR3 SYP SYT1 TCAF1 TRANK1 TUBA4A UCHL1 UNC80 YWHAG LEIN_OLIGODENDROCYTE_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_OLIGODENDROCYTE_MARKERS AATK ABCA2 ACTC1 ANLN APOD ARHGEF10 ARRDC3 CA2 CCP110 CD81 CERS2 CLIC4 CNP CNTN2 CRYAB CSRP1 DAAM2 EEF2 ERMN FA2H FABP5 FRMD4B GATM GJB1 GJE1 GLTP GPR37 GSN HCN2 HMGCS1 MAG MAL MAP2K6 MBP MCAM MOBP MOG MTRR MYRF NDRG1 NPC1 NRBP2 OLIG1 OLIG2 OMG OPALIN PACS2 PCYT2 PEX2 PLEKHB1 PLEKHG3 PTGDS QDPR QKI RNF13 S100A16 S1PR5 SCD SELENOP SEPTIN4 SERINC5 SERPINB1 SGK1 SLC44A1 SLC48A1 SOX10 SYT11 TALDO1 TMBIM6 TMEM63A TMEM88B TPPP3 TSPAN2 TTYH2 UGT8 WSCD1 LEIN_PONS_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEIN_PONS_MARKERS ABHD3 ABHD4 ADAMTS2 AHNAK2 AKAP12 ANKRD35 ANKRD55 ANXA5 B3GALT5 BAIAP3 CABP7 CALM3 CAPN1 CAT CCT8 CD59 CD83 CDH23 CHRNB4 CLGN COPRS COQ7 CROT CYP27A1 DLK1 DNPEP DPYSL3 EBF3 ECE2 EIF5A2 EMC9 ENDOD1 ENTPD3 ESRRG FAM13A FAM156A FSTL1 GABRQ GET1 GFAP GLRA1 GLRA2 GLRA4 GPC5 GPR101 HCN2 HCRTR1 HMGA1 HSPB8 HTR2C IMPA2 KANK4 KCNAB2 KCNG4 KCNJ14 KIF5B KLK6 LGALS8 LTBP3 MAGED2 MARCHF2 MRAP2 MTAP NDUFB5 NDUFS1 NRG1 P2RX5 P2RX6 PANX2 PCSK1N PHOSPHO1 PMP22 RAB37 RASSF4 RND2 RTN2 S100B SGPP2 SLC17A6 SLC18A2 SLC6A5 SPP1 STEAP2 SV2C TMEM176A TMEM205 TNS1 TSC22D3 UBLCP1 VDAC2 VWA5B2 YPEL5 LEI_HOXC8_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEI_HOXC8_TARGETS_DN ACTA2 ADAM19 ANKRD1 ASS1 CNN1 CXCL10 ELMO1 FAM43A GAS1 GREM2 KRT19 NCAM1 NQO1 PLAGL1 SERPINF1 SPP1 TAGLN LEI_HOXC8_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEI_HOXC8_TARGETS_UP CCL7 CDH11 EMB FZD2 HES2 IL1R2 MSLN PMP22 RALY SLC16A3 SRD5A2 LEI_MYB_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEI_MYB_TARGETS ACBD3 ACTA2 ACTR2 ADGRG1 ADGRG6 AGR2 AHNAK2 AKR1C1 ALAS1 ANKRD12 ANP32B ANXA1 ANXA2 ANXA2P1 ANXA3 AP1G2 AP2A2 APEX1 APRT ARID5B ASAH1 ASNS ATP2A3 ATP5F1D ATP6V0D1 AURKA AURKB AXL BAIAP2 BASP1 BHLHE40 BICD2 BLCAP BRD2 BTG1 CA12 CAV1 CCL2 CCND1 CCND2 CD24 CD59 CDC25B CDH1 CDK2AP2 CDK4 CDKN1A CEACAM6 CEBPB CFLAR CKS2 CLDN3 CLDN7 CLEC11A CLIC4 CLU COL17A1 COL1A2 COL6A3 COMMD4 COX7A1 CRABP2 CREB3L2 CRIM1 CRIP2 CRYAB CTCF CTNNAL1 CTSD CTSK CXCL8 CYP1B1 CYP3A5 DAB2 DAXX DDR1 DHRS2 DHRS3 DNAJA1 DNAJB1 DPF2 DPM2 DST DTX2P1-UPK3BP1-PMS2P11 E2F4 EBP EEF1A2 EEF1D EFNA3 EIF3B EIF4E2 ELOVL5 EMP2 EPCAM EPOR ERCC1 EZH2 FADS1 FADS2 FAP FARSA FASTK FBP1 FEN1 FGFBP1 FHL2 FLOT1 FN1 GAGE13 GATA3 GFUS GJA1 GM2A GNG11 GOSR1 GPI GRIP2 GRN GSTO1 GSTP1 H3P37 HMOX1 HNRNPA1 HSPA1A HSPA4 HSPA6 HSPB1 HSPD1 HSPE1 IDI1 IFI27 IFITM1 IFITM2 IGFBP7 IGKV1OR1-1 IL1B IL1RN IL6 IRF6 ISG15 ISG20 ITPR3 JUP KLF9 KLHL9 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT5 KRT6A KRT7 KRT8 KRT81 KTN1 LAMA3 LAMA5 LAMB1 LAMC2 LASP1 LCN2 LDHB LGALS3BP LGALS7 LIMK2 LITAF LMTK2 LPCAT1 LTA4H LUM LY6E LY6G6C MAGED2 MAOA MAP1LC3B MBOAT7 MCL1 MCM2 MCM7 MDK ME1 MICB MMP1 MMP15 MRPL28 MRPL49 MRPS12 MSN MT1A MT1X MUC1 MYC MYL12A MYL9 NDUFS8 NDUFV1 NF2 NFATC3 NHERF1 NINJ1 NME1 NNMT NPC1 NRDC NUPR1 NXF1 OTUB1 PALLD PALM2AKAP2 PCBP1 PCCB PCLAF PCNA PDXK PEA15 PFKL PI3 PLEC PLK2 PNP POR PPIB PPID PPL PPM1E PRPF40A PRPF6 PRSS23 PSMA4 PSMD10 PSMD5 PSMD7 PTGDS PTHLH PTTG1 PTTG1IP PTX3 PUF60 PURA RAC3 RARS1 RASA1 RBM4 RGS2 RPS15A RPS6KB1 RRAD S100A10 S100A7 S100A8 S100A9 S100P SAA1 SAT1 SELENBP1 SEMA3F SERBP1 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINE1 SERPINE2 SERPING1 SETD3 SFN SFRP1 SH2B3 SLC16A3 SLC20A1 SLC25A46 SLC2A3 SLC7A5 SMAD3 SMARCA2 SNRPN SOX15 SPARC SPINK1 SRGAP3 SRGN SRSF6 STAM STAT6 STIP1 TARDBP TFAP2A TFAP2C TFF1 TFF3 TGFBI TGM2 TIMP3 TM4SF1 TM7SF2 TMEM106C TMEM158 TMEM47 TNFAIP6 TNIP1 TPM1 TPX2 TRIM37 TRIO TRIP6 TSC22D3 TUBA4A TUBB2A TUBBP1 TUBG1 TXNRD1 UBC UBE2C UBE2M VCL VIM VPS72 XBP1 XRCC5 ZFP36L2 ZNF217 LENAOUR_DENDRITIC_CELL_MATURATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LENAOUR_DENDRITIC_CELL_MATURATION_DN ADAM10 AKR1C1 ALG3 AMPD3 ANPEP ARHGDIB ATP2A3 BCAT1 BRD2 BST1 BTG2 C3 C3AR1 C5AR1 CCR2 CD14 CD163 CD180 CD37 CD44 CES1 CHI3L1 CLEC2B CORO1A CSF1R CTBP1 CTSK CXCL2 CXCL3 CXCL5 CXCL8 CYBB CYTIP DHX8 DOK1 DUSP6 ELK3 EMP1 EMP3 EVI2A FBP1 FCER1G FCGR2A FCN1 FGL2 FYB1 GK GLA GSR H2BC6 H4C3 HSD17B10 HTRA1 IDS IER3 IL1B IL1R2 IL2RG IL6R IRF7 ISG15 ITGAL ITPR1 KRT10 KYNU LGALS2 LGMN LHFPL2 LST1 LTA4H LYZ MAPKAPK2 MARCKSL1 ME1 MICB MMP9 NAMPT NAP1L4 NCF1 NCOA4 NFKBIA NFYC NINJ1 NMB NUP214 OLR1 PDLIM7 PF4 PLAUR PLSCR1 PPBP PPIB PPIF PPP2R5D PRRC2A PSEN1 PTAFR PTK2B PUF60 RAB3GAP1 RO60 RTN1 S100A12 S100A4 S100A8 S100A9 SDC2 SDF2 SERPINA1 SERPINF1 SF3B4 SLC11A1 SLC1A3 SNX17 SOD2 SORL1 SOS2 SPINK1 SREBF2 STAB1 TAL2 TAX1BP3 TLR1 TNF TNFRSF1B TSC22D1 TUBA4A TXNIP UPK2 ZFP36L2 LENAOUR_DENDRITIC_CELL_MATURATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LENAOUR_DENDRITIC_CELL_MATURATION_UP A2M ABCG1 ACAA2 ACOT2 ACOT7 ALOX15 APOC1 APOE ARF4 ATP1B1 BIRC3 BLTP2 C1QB CAT CBS CCDC85B CCL13 CCL17 CCL22 CCNA1 CCND2 CCNG2 CCNH CCR7 CD1A CD1B CD1C CD59 CD74 CD83 CD86 CDH1 CEBPA CITED2 CR1 CRABP2 CSF1 CTSC CYB5A DNASE1L3 DPP4 DUSP1 DUSP5 ECM1 ENPP2 F13A1 FABP3 FABP4 FABP5 FCER2 FCGR2A GAS6 GATM GDF15 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HMGN3 HSD11B1 IARS1 IDO1 INHBA IRF4 ITGB5 ITPKB KCNAB2 LGALS3BP LIPA LPL MAOA MGLL MMD MMP12 MRC1 NCAPH NR1H3 NR4A3 OAT PCBD1 PDLIM4 PEBP1 PFKM PFKP PKD2 PPARG PPIC PRKACB PTPRO QSOX1 RAP1GAP RARRES1 RNASE1 RNASE6 RRP1B SCARB1 SCRN1 SEMA3C SERPINB6 SHB SLA SLC11A2 SNRPN SOX4 SPINT2 SPP1 SPTAN1 ST6GAL1 STAC SULT1C2 TFRC TGFA TGM2 TLE5 TNFAIP6 TRIB2 LEONARD_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LEONARD_HYPOXIA ADORA2B AK4 ALDOA BHLHE40 BNIP3 CCNG2 CDKN1B CDKN1C DDIT4 DEPP1 DUSP1 EFNA1 F3 FOSL2 HNRNPA1 HOXA4 HOXA5 JMJD6 JUNB KDM3A MUC1 NFIL3 P4HA1 P4HA2 PDGFB PFKFB4 PFKP PGK1 PHC2 PLIN2 PPP1R3C RASGRP1 SAP30 SERPINE1 SLC16A3 SLC2A1 SLC2A3 SLC7A5 STC2 TGFA VEGFA LE_EGR2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_EGR2_TARGETS_DN ABCA2 ABCB1 ADAM10 ADIPOQ AK3 CA3 CAT CD55 CD9 CDKN1A CERS2 CHST2 CLDN5 CLTB CMTM6 COX8BP CPEB2 CYP51A1 EFHD1 ELOVL6 EMP2 EPHB6 ERRFI1 FAAH FADS1 FDFT1 FDPS FGF1 FGF7 FGL2 FTH1 FUT8 GFRA1 GJB1 GLOD4 GNAI1 HMGCR HMGCS1 IDI1 IL16 ITPKB KCNK1 LIMCH1 LOX LPL LSS MAL MAPK8IP1 MAST2 MBP ME1 MGST3 MPDZ MPZ MSMO1 MT2A MT3 MVD MYH11 MYO1B MYO1D NACC2 NDRG1 NR4A2 NRBP2 NSDHL OGN OSBPL5 PCK1 PCMT1 PCYT2 PEA15 PIK3R1 PIM3 PMP22 PRX PTGDS RAP1GDS1 RGCC RNF13 RTN1 S100A1 S100B SCD SCN7A SEMA3B SEMA6C SERPIND1 SIRT2 SLC1A5 SLC25A1 SLC2A1 SLC6A15 SLCO3A1 SNCA SNCG SULT1A1 TGFA THRSP TIPARP TKT TLCD4 TMEM30A TMEM40 UGT8 UTRN ZBTB16 LE_EGR2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_EGR2_TARGETS_UP ATF3 AURKA B4GALNT3 BASP1 BIRC5 BUB1 BZW2 CADM1 CCNA2 CCNB1 CCNB2 CCND1 CD44 CDC20 CDC7 CDCA8 CDK1 CDKN1C CHL1 CIP2A CKS1B CKS2 COL18A1 CORO1C COTL1 CSRP2 CUEDC2 CXCL14 CXCR4 DNAJC9 DPAGT1 ECT2 EDNRB EPHA5 ETS1 EZH2 EZR FIGNL1 FLT3LG FOXD3 H2AC8 H2AZ1 HDAC2 HMGA2 HMGB2 HNRNPA2B1 ID2 INCENP IQGAP3 JPT1 KIF11 KIF20A KIF22 KIF23 KIF2C KLF10 KPNA2 LIN9 LMNB1 LSM2 MAD2L1 MARCKS MARCKSL1 MCAM MCM4 MCM5 MCM7 MKI67 NAV2 NCAPH NHP2 NT5DC2 NUSAP1 P2RX4 PCLAF PDE8A PLEKHO1 PLK1 PLK4 POU3F1 PPP1R14B PRC1 PSPC1 RAD51 RBL1 RBM3 REEP1 RFC5 RPA3 RRM1 RRM2 SH3GL3 SLC22A23 SLC4A7 SMC2 SOX2 SPECC1 SPRED2 TCF19 TENM3 TMX2 TNC TNFAIP8 TNFRSF21 TOP2A TRIM59 TUBB6 UBE2T UHRF1 USP1 LE_NEURONAL_DIFFERENTIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_NEURONAL_DIFFERENTIATION_DN CCNB2 CCNT1 CDC20 CDC25C CDK4 CKS2 E2F2 E2F7 EIF4EBP2 KIF23 LHX6 MRPL11 MSI1 PKMYT1 RGS12 SEMA5A SFXN2 SUV39H1 UBE2C LE_NEURONAL_DIFFERENTIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_NEURONAL_DIFFERENTIATION_UP ANK2 ASIC1 CA10 CHRNB1 CNR1 GABBR1 KCNAB1 KCNB1 KCND1 KCNK2 MAP1LC3A SCG5 SCN2A SNCAIP STX3 SYNGR3 SYT11 SYT5 LE_SKI_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_SKI_TARGETS_DN COL18A1 DLX4 EFEMP1 FHL1 ID4 SOCS2 TFPI2 LE_SKI_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LE_SKI_TARGETS_UP ADAMTS1 ADAMTS6 AGR2 AKR1C3 CD44 CDH11 ENPP2 HMGA2 HSPB8 ITGB4 KRT19 NRG1 NRP1 S100A4 SERPINE2 SNAI2 SPHK1 LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_LARGE_VS_TINY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_LARGE_VS_TINY_DN ACSS1 ALDH1A1 APLP2 ARL4C BCAT2 C1QTNF12 CEP89 CMPK2 CREM CUL2 DESI1 DTD1 ELOC FKBP5 GFI1B GNA15 GNAT2 H3-3B HCFC1 IFI16 IL1RL1 LPIN1 LPIN2 LXN MAP3K7 MAPK8 NPTX1 PKP2 POLRMT PPOX PTPRCAP RABGGTB RCC1 S100A11 SCNM1 SLC19A1 SLC4A1 SOWAHA SPRYD7 TAF1D TCEA1 TLCD4 TUT7 LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_LARGE_VS_TINY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_LARGE_VS_TINY_UP ARHGAP9 BEX4 BUB1 CDKN3 DIO2 ELOVL2 F2RL3 FADS1 FCER1A FKBP11 FKBP1A GBA1 GCAT GNB4 GNG12 GTF3A HLA-DMB HSPA4 ICAM2 IL1R1 ITGB1BP1 JKAMP LRRN1 LTV1 LYZ MANF MSR1 NLRX1 PGAM1 PRTN3 PTTG1 RASGRP2 S100A6 SARAF SERPINE2 SMIM7 ST6GALNAC4 TLR6 TMEM141 TMEM183A TUBA1A LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_QTL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_QTL APLP2 CEP89 FADS1 FCER1A GFI1B GTF3A LXN MAPK8 NPTX1 PTTG1 RASGRP2 S100A11 S100A6 SMIM7 TLCD4 TUBA1A LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_SMALL_VS_HUGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_SMALL_VS_HUGE_DN ACSM3 APC ATP2A3 C4orf3 CD1D CEP89 COTL1 CYTH1 DNAJA1 DOK2 GADD45B HS1BP3 MAPK8 MCM3 NPTX1 NRSN1 PDCD7 POLG2 PTTG1 RAG2 RASGRP2 RRAGD RSL1D1 S100A3 S100A6 SAP18 SERPINI1 SLC9B2 SOCS2 TRAM1 TUBA1A WDR48 WDTC1 LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_SMALL_VS_HUGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_HEMATOPOIESIS_STEM_CELL_NUMBER_SMALL_VS_HUGE_UP ACADM AGRN APLP2 C15orf39 CCR5 CHIA CLCN3 COMT COX6B2 DYNLT2 EIF3B EIF4E FADS1 FCER1A FHL2 GAS2 GCLM GFI1B GLB1L GTF3A IRF6 ITFG1 LXN LYRM2 MAT2B NPM1 PAWR PLS3 PLSCR1 QDPR RXYLT1 S100A11 SCAMP1 SLC35D1 SMIM7 STX7 TFCP2L1 TLCD4 TPM4 UBE2D3 LIANG_SILENCED_BY_METHYLATION_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_SILENCED_BY_METHYLATION_2 AREG BIK C1S C3 CCL20 CCL5 CSF2 CTAG1B CXCL2 CXCL5 CXCL6 DHRS2 GAGE1 H19 H2AC18 H2AC6 H2BC6 HBEGF ICAM1 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IL13RA2 IL6 INHBA IRF7 KRT17 LCN2 MAGEA12 MAGEA2 MAGEA3 MAGEA4 MMP1 MX1 MX2 NT5E OAS1 OAS2 PI3 PTGS2 S100A4 SAA1 SERPINB2 SLPI SOD2 SP100 SSX2 STAT1 STC1 STX3 THBD TNFAIP3 TNFSF10 UCHL1 XAF1 LIANG_SILENCED_BY_METHYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_SILENCED_BY_METHYLATION_DN CCNA2 CDKN3 CXCL12 EZH2 FOXM1 HMGB2 KIF11 MCM2 MKI67 PCLAF TMSB15A LIANG_SILENCED_BY_METHYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIANG_SILENCED_BY_METHYLATION_UP ALDH1A3 ANXA3 ANXA8 AQP1 ASAH1 C3 CCND2 CHI3L1 COX7A1 H19 H2AC6 H2BC21 H2BC6 IFI27 KRT17 KRT19 KRT7 KRT8 LAMC2 LGMN MAGEA4 MFAP5 MMP3 MYH3 OLR1 PAPPA PF4V1 SAA1 SCG5 SRGN STAT1 TIMP3 TNFSF4 LIAN_LIPA_TARGETS_3M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAN_LIPA_TARGETS_3M AAR2 ACOD1 ACP5 ADGRE4P APOBEC1 ATP6V0D2 C1QA C1QB C1QC C3AR1 CAMP CCR1 CD244 CD5L CD68 CFP CLEC4D CLEC4E CLEC6A CSTA CTSB CXCL3 DNMT3A FABP7 FCER1G FCGR2A FCGR2B FKBP5 FYB1 GDF15 GPNMB HMOX1 IGSF6 IL1R2 KLRB1 LILRB3 LILRB4 LY9 MAFB MARCO MMP12 MMP19 MMP8 MPEG1 MS4A6A MS4A7 MSR1 MYO5A NEU1 PLA2G7 RGS1 S100A9 SAA3P SEMA7A SLC11A1 SLC15A3 SLC40A1 SLFN12L SNX6 SPIC STEAP4 TLR7 TNFAIP2 TREM2 UTRN XIST LIAN_LIPA_TARGETS_6M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAN_LIPA_TARGETS_6M AAR2 ACOD1 ACP5 ADAM8 ADGRE4P APOBEC1 ATP6V0D2 BEX2 C1QA C1QB C1QC C3AR1 CAMP CCR1 CD244 CD5L CD68 CD84 CFP CLCA3P CLEC4D CLEC4E CLEC6A CSTA CTSB CXCL3 DNMT3A DST FABP7 FCER1G FCGR2A FCGR2B FCGR3A FKBP5 FYB1 GALC GDF15 GPNMB HMOX1 IGSF6 IL1R2 KIF1A KLRB1 LILRB3 LILRB4 LIPF LY9 MAFB MARCO MMP12 MMP13 MMP19 MMP8 MPEG1 MS4A6A MS4A7 MSR1 MYO5A MYRIP NEU1 PAPPA PLA2G7 RAB7B RGS1 RP1 S100A9 SAA3P SEMA7A SLC11A1 SLC15A3 SLC37A2 SLC40A1 SLC6A2 SLFN12L SNX6 SPIC STEAP4 TLR7 TNFAIP2 TREM2 UTRN XIST LIAN_NEUTROPHIL_GRANULE_CONSTITUENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAN_NEUTROPHIL_GRANULE_CONSTITUENTS CAMP CPA3 CTSB CTSC CTSD CTSE CTSG CTSH CTSS CTSV CYBB ELANE FPR1 GUSB ITGB2 LCN2 LTF LYZ MAN2C1 MMP13 MMP9 MPO PRG3 SCARB2 SRGN LIAO_HAVE_SOX4_BINDING_SITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAO_HAVE_SOX4_BINDING_SITES AKR1B10 ALDH18A1 CCDC97 CHFR CKMT1B CREB3L1 CTSC DHRS13 DKK1 FHOD3 FOXQ1 GNG4 GPRC5B GYG1 HIC2 HSPBAP1 HUNK INTS8 LAMB1 MAP4 MYEF2 NAV3 NEIL3 NPNT NRP1 PAM PFKFB4 POU2AF1 PTPN14 RBM10 RCC2 SEMA3C SERPINE2 SLC22A15 SLC2A1 SMG5 TEAD2 UBAP2 UBAP2L VCAN VGLL4 LIAO_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIAO_METASTASIS ACTN4 ADAM33 ADAMTS5 ADSL AEBP1 AGRN AGTRAP AKR1B10 ALDH18A1 ALDOA ALPK3 AMMECR1 ANKRD10 ANKRD46 ANKRD52 ANXA2 AP1S2 ARFGAP1 ARFGEF3 ARG2 ARHGAP4 ARHGEF1 ARHGEF2 ASAP1 ASNS ASPH ASRGL1 ATAD2 ATIC ATP13A2 ATXN2L B3GALNT1 B3GAT3 B3GNT5 BAMBI BARD1 BCAS4 BCAT1 BCL11A BCORL1 BICDL1 BIRC5 BMAL2 BOLA2 BOP1 BRD9 BUB1B C18orf54 CA12 CABYR CAPG CAPN10 CARD8 CBX2 CBX5 CBX6 CCDC144NL-AS1 CCDC93 CCDC97 CCL28 CCNE1 CCNQ CD109 CD24P4 CDC7 CDCA7 CDCA7L CDK13 CDKN1C CECR2 CENPM CEP15 CEP164 CHD2 CHD7 CHFR CHML CHTF18 CIB2 CKAP4 CKMT1B CLN6 CLTB COL11A2 COL1A1 COL1A2 COLEC12 CPSF1 CREB3L1 CRIM1-DT CSNK1E CSTPP1 CTHRC1 CTNND2 CTSC DBN1 DDHD1 DDIT4 DDOST DDX25 DEAF1 DEF6 DENND1A DENR DGCR2 DGKH DGKZ DHRS13 DKK1 DLG5 DLGAP4 DMKN DNAAF9 DNAJA4 DNAJC10 DNAJC6 DNM1L DPP3 DTNA DTNBP1 DTYMK DUSP22 DUSP9 E2F1 ECT2 EEF1A2 EFCAB2 EHD2 EMC1 ENAH ENO2 ESS2 EZH2 FABP5 FAM110A FAM171B FAM199X FAM50A FARP1 FBLIM1 FBLN1 FBXO41 FERMT1 FHOD3 FIGN FLCN FLNA FNDC3B FOXM1 FOXO6 FOXQ1 FUS FXYD3 G6PD GABBR1 GAGE1 GAS2L3 GAS5 GBP2 GCNT3 GDI1 GFUS GLDN GLS GNAS GNG4 GNPDA1 GORAB GPR107 GPRC5B GPX8 GRAMD1A GRK6 GTPBP1 GTSE1 GXYLT2 GYG1 HDAC1 HES4 HIC2 HIF1AN HJURP HKDC1 HLA-DQA1 HMGA1 HMGB3 HOXA5 HOXD8 HPS1 HPS3 HRAS HSPBAP1 HUNK HYOU1 IFRD1 IGF2BP2 IGF2BP3 IGSF3 IKZF4 INTS8 IPPK IRAK1 ITGA2 ITGAV ITPR3 JMY JRK KCNH2 KCNQ1 KCTD2 KIAA0513 KIF18B KIF2A KIFC2 KLHL29 KRT23 LAMA5 LAMB1 LASP1 LIMK2 LLGL1 LRP11 LRPPRC LUZP1 MACROD2 MAGEA1 MAGED4B MALAT1 MAP1B MAP2 MAP3K4 MAP4 MAP4K4 MAP7D2 MAPK13 MAPK3 MARS1 MBNL1 MCAM MCOLN3 MEAF6 MECOM MEP1A MFSD10 MFSD4B MICALL1 MILIP MIR210 MKNK1 MMD MMP11 MMP12 MORC2 MPHOSPH9 MROH1 MRS2 MRTO4 MSANTD3 MSI2 MTCL1 MTHFD1L MTHFD2 MTMR2 MXD1 MYBL2 MYEF2 MYLIP N4BP2L2 NACA NAV3 NDOR1 NEAT1 NEIL3 NEMP1 NETO2 NFIA NFKBIB NHSL3 NIBAN2 NICOL1 NOL3 NPAS2 NPNT NQO1 NRCAM NRP1 NSD2 NSMAF NUB1 NUDT14 NUF2 NUMBL NUP43 NUPR1 OLA1 ORAI2 OTUD3 PACSIN2 PAFAH1B3 PAM PAQR5 PCLAF PCNX3 PCSK5 PDCD2 PDE4C PDGFA PDIA4 PDK1 PDZK1IP1 PES1 PFKFB4 PGF PHF19 PHF21A PHPT1 PIDD1 PIGT PKIB PKM PKP4 PLAG1 PLAGL1 PLBD2 PLCB1 PLD1 PLEKHG2 PLP2 PLXNA1 PLXNC1 PNKP POMK POPDC3 POU2AF1 PPIL2 PPM1F PPP1R9A PRPF31 PRR11 PRRC2A PRRC2B PRXL2B PSMC3IP PTGES PTGFRN PTGR1 PTK2 PTMA PTP4A3 PTPA PTPN14 PTPRM PURB PUSL1 PWWP2B PYCR3 RABL6 RACK1 RAD54B RAD54L RAPGEF1 RASA4 RAVER1 RBIS RBM10 RCAN3 RCC2 REXO4 RHOBTB1 RHOQ RNF115 RNF145 ROBO1 RRAGD RRAS RRP12 RRP7A RUVBL2 SAC3D1 SAP25 SBNO1 SCAMP5 SCFD1 SCN8A SCRIB SELENOM SEMA3C SEMA3F SENCR SEPTIN9 SERINC2 SERPINB1 SERPINE2 SERPINH1 SESTD1 SF3A2 SGSH SH2B1 SHC1 SHKBP1 SLC16A7 SLC22A15 SLC25A19 SLC25A24 SLC25A29 SLC25A36 SLC29A4 SLC2A1 SLC2A6 SLC36A1 SLC39A10 SLC39A4 SLC44A3 SLC45A4 SLC52A2 SLC6A8 SLC7A11 SLF2 SLFN13 SMARCE1 SMG5 SMOX SMPD2 SNAP25 SNAPC4 SNHG14 SNRNP48 SNRPA SOAT1 SOCS7 SOHLH2 SORT1 SOX4 SOX9 SPAG4 SPINK1 SPINT1 SPINT1-AS1 SPON2 SPRING1 SPTBN1 SSBP2 SSBP4 ST14 STK39 STOX2 STRBP SULT1C2 SURF2 SUSD4 SYNCRIP SZRD1 TACC3 TAF3 TAX1BP3 TBC1D13 TCF3 TCIRG1 TDG TEAD2 TECPR1 TFAP2C TFPT TGFB2 THEM4 TKT TMCC1 TMCO4 TMED9 TMEM165 TMEM200B TMEM201 TMEM237 TMEM65 TMSB10 TNIP2 TNPO1 TOB2 TOR1AIP2 TOX3 TPD52L2 TPM2 TRABD TRAF5 TRAPPC4 TRIP10 TRIP13 TRPC1 TRPS1 TSHZ2 TSSC4 TTLL4 TTLL7 TUBB2A TUFT1 TWIST1 UBAP2 UBAP2L UBE2O UBE2Q2 UCHL1 UCP2 UPF3B URB2 USP42 USP48 VANGL1 VCAN VGLL4 VPS13C VSIG10 VSIG10L WDFY2 WDR5 WDR54 WFIKKN1 YARS1 ZC3H3 ZC3HAV1 ZCCHC17 ZDHHC24 ZFP41 ZIC2 ZMYM3 ZMYND19 ZNF234 ZNF239 ZNF292 ZNF302 ZNF432 ZNF532 ZNF618 ZNF704 ZNF736 ZNF765 ZNF777 ZNF783 ZNF789 ZNF827 ZP3 LIEN_BREAST_CARCINOMA_METAPLASTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIEN_BREAST_CARCINOMA_METAPLASTIC ACAN ADAMTS5 COL16A1 COL18A1 EDIL3 HOXA7 HTRA3 IGF2 IQCA1 KCNE4 LUM MCAM MMP16 MSX1 MXRA8 P4HB PDGFA PDGFRA PKD2 POSTN PPP1R12A PRRX1 RARRES2 RUNX1T1 SFRP2 SPARC STAG2 TBX2 THBS1 THBS2 TIMP3 TMEM217 TPM4 LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_DN ABAT ABCC11 ACOT4 ACOX2 ADIRF AGR2 AGR3 AP1M2 AR ARSD ATOSA AZGP1 BIK BPIFB1 C11orf52 CA12 CCDC125 CDH1 CEACAM6 CLDN7 COX6C CRB3 CREB3L4 CST6 CYP4Z1 DACH1 DHCR24 DNAJC12 DNALI1 DYNLRB2 EFHD1 ELAPOR1 ELF4 ELL3 EPCAM EPN3 EPPK1 ERBB2 ESR1 FBXL16 FOXA1 FRZB FSIP1 FXYD3 GATA3 GRHL2 GSTM3 HCAR1 HID1 IFI44L IL20RA INPP5J ITGAD JCHAIN KDF1 KLHDC9 KRT18 KRT18P55 KRT18P64 KRT19 LAMP5 LRRC17 MAL2 MANEAL MB MMEL1 MUCL1 MYB MYO5C NAT1 NHERF1 NME5 NPDC1 OVOL2 P2RY2 PHOSPHO2 PIP PLAAT2 PLAAT3 PLEKHA6 PRR15L PRR5-ARHGAP8 PTGER3 REEP5 REEP6 RET RSPH1 RTN4RL1 SCGB1D1 SCGB1D2 SCGB2A1 SCGB2A2 SERTAD4 SLC25A4 SPDEF SPINT2 STK16 TBC1D9 TESMIN TFF3 THRSP TMEM125 TMEM25 TOM1L1 TPD52 TRPS1 TSTD1 TTC39A VAV3 XBP1 ZDHHC11 ZFP62 ZG16B ZNF552 ZSCAN16 LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIEN_BREAST_CARCINOMA_METAPLASTIC_VS_DUCTAL_UP ADM ADORA2B ANGPTL4 ANKH BCAT1 BCL2A1 BMAL2 BMP2 CALU CDH19 CEBPB COL27A1 COL9A1 COL9A3 COLGALT1 CSPG4 CTSZ CXCL8 CYP26B1 DAZL EFNB1 ENPP2 EVA1A EYA1 FABP5 FERMT1 FJX1 FLNA FOXC1 FOXD1 FOXL2 G0S2 GABRA5 GAL GNAI1 GOLT1B GPM6B HAPLN1 HAS2 HMOX1 HORMAD1 HRCT1 HRH1 HYCC1 ICAM1 IGF2BP2 IGF2BP3 IL1R2 IL6 KIF14 LARP6 LINC00839 LRRC8C MSN MYC NIBAN2 NMT2 NT5DC2 OCA2 P3H2 PCOLCE2 PDIA2 PLA2G4A PLAGL1 PLOD1 PLOD2 PRNP PTX3 RTEL1 RTL8C S100A3 S100B SOD2 SRD5A1 SRSF12 SULT1B1 TEX12 TMEM158 TNFRSF11B TNFRSF12A UPP1 VIM YBX3 LIM_MAMMARY_LUMINAL_MATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_LUMINAL_MATURE_DN ABTB3 AEBP1 APOE AQP9 AXIN2 B4GALT6 BACE2 BCL11A C1QBP C2orf88 CALD1 CAMK2D CASP1 COL16A1 COL4A1 COL4A2 COL6A1 COL6A2 CRYAB CYGB CYRIA DAB2 DPYSL2 EGFR EPB41L2 ETS1 FABP5 FAM13A FAM171A1 FAM181B FAS FBXO32 FOXN3 FOXO1 FRMD4A FSTL1 FZD1 GAS6 GPX7 GYPC HEY2 HTRA1 IGFBP3 IRS2 IRX1 ITPKB JAG2 KCTD12 LAMA1 LMO4 LPL LRIG3 LTBP4 MAP4K4 MEIS2 MERTK MOB3B MOXD1 NES NFIB NREP NRTN NTRK2 P3H2 PALM2AKAP2 PCF11 PDZRN3 PRICKLE1 RAP2B RASA3 RASL12 RECK SERPINH1 SFRP1 SLC1A3 SLC6A15 SNAI2 SORBS1 SOX10 SPARCL1 STAC2 TFAP2C TGFBR3 TIAM2 TINAGL1 TLE4 TMEM47 TPST1 TSHZ2 TSPAN2 TUBB6 VIM WTIP ZNF521 LIM_MAMMARY_LUMINAL_MATURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_LUMINAL_MATURE_UP ABCA7 ABCC8 ACOT11 ALCAM ALDH3B1 ALDH3B2 ANKMY2 AQP11 ARFGEF3 ATP6V0E2 BATF BBOF1 BTRC C1orf210 CACNB3 CACNG4 CASZ1 CCDC92 CITED1 DNAAF3 DNAJC12 DRC3 DUSP10 EDEM1 EEF1A2 EPS8L1 ERN1 ESR1 FAAH FBXO36 FER1L4 FGF13 FGL1 FLVCR2 FOXA1 FYCO1 G6PD GADD45G GALE GMPR GPRC5C H4C12 H4C8 HDAC11 HES6 HID1 HMGCS2 HOXB2 HSD11B2 IL13RA1 KBTBD4 KLHL5 LAMA5 LMNTD2 LNX2 MBOAT1 MEIS1 MEIS3 MINDY1 MLPH MYB NECTIN4 NSD3 PAK4 PGAP6 PGR PHKA1 PLEKHG3 PON3 PRLR PROM2 PSD4 PTPN6 PVALB PXYLP1 RABL3 RASEF REEP6 SCMH1 SGMS1 SLC16A5 SLC22A18 SLC40A1 SLC44A4 SLC7A2 SLC7A4 SORT1 SPDEF SPINK1 SPRR1A SULT2B1 TANGO2 TBX3 TGM2 TMCO3 TMPRSS6 TNFSF11 TOX3 TP53INP2 TRIM6 TSPAN1 TSPAN13 TUBG1 VOPP1 VPS33B WNK4 WNT4 WNT5A WNT7B YIPF6 ZDHHC1 ZFHX2 ZSCAN18 LIM_MAMMARY_LUMINAL_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_LUMINAL_PROGENITOR_DN ASPH CERS6 CUX1 DST EPDR1 HSPB8 ITGA5 KCNIP3 KIF3C PLCH2 SCARF2 SEMA3F TBC1D9 TRIM29 LIM_MAMMARY_LUMINAL_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_LUMINAL_PROGENITOR_UP ACSL1 ALDH1A3 ANPEP ASIC1 ATP6V1B1 ATP6V1C2 BBOX1 C10orf90 C1QTNF1 C3 CCDC88B CD14 CKMT1B CLDN1 CSN2 CSN3 CTSC CXCR4 CYP24A1 DAPP1 ELF5 FOLR1 FOXI1 GALNT15 GGT5 GJB2 GNE HAPLN3 HIVEP3 HSD17B12 IL15 IL4I1 ITPR2 KIT LALBA LBP LPCAT1 MELTF NCALD NOXO1 PDZK1IP1 PIGR PLB1 QPCT RASAL1 RASGEF1C RFTN2 RPS6KL1 S100A8 SECTM1 SLC13A2 SLC28A3 SLC34A2 SORBS2 TNFAIP2 TSPAN33 WFDC3 XDH LIM_MAMMARY_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_STEM_CELL_DN ABCA3 ABHD11 ABHD17C ACAD10 ACOT13 ACOT4 ACOT8 ACY1 ADAT1 ADD3 AKAP10 AKIP1 ALAD ALDH1A3 ALDH3B2 ALDH5A1 ALG8 ALKBH6 ANKRA2 ANO9 ANXA7 AP1G2 AP1M2 AP3S2 ARFGEF3 ARHGEF16 ARMT1 ARPC1A ARRDC1 ARRDC4 ASB8 ATG2A ATP1B1 ATP6V0E2 ATP6V1E1 BAIAP2L1 BARX2 BATF BCL2L13 BCL3 BDH1 BIK BOLA1 BTC C11orf52 C11orf71 C1GALT1C1 C1orf210 C1orf50 C1orf56 C5orf22 CA2 CACFD1 CAMSAP3 CAPG CASZ1 CBLC CCDC125 CCNG1 CCT6B CD14 CD24 CDH1 CDK19 CEACAM1 CGN CGNL1 CHCHD5 CHPT1 CIB1 CLCN3 CLDN1 CLDN3 CLDN4 CLDN7 CLDN8 CMAS CMC1 COASY COBL CORO2A CPT2 CRACR2B CRB3 CREB3L4 CTPS2 CXCL17 DAPP1 DBNDD2 DCLRE1C DENND11 DENND2D DERA DHCR24 DHCR7 DHRS4 DHX32 DHX58 DLG3 DMBT1 DNAJC12 DTX3L EDEM2 EHHADH ELAPOR1 ELF3 ELL3 ELMO3 ENPP4 EPB41 EPCAM ERBB2 ERBB3 ERLIN2 ESR1 EVPL FAAH FADD FAM110A FAM221A FBXO6 FGF13 FNTB FOXA1 FRK FUNDC1 GABRP GALE GATA3 GATB GCA GCC2 GET1 GIPC1 GJB2 GLE1 GLUL GOLM1 GOLPH3L GRB7 GRHL1 GRTP1 GSTK1 GSTO2 H2AJ H2BC11 HAGH HCAR2 HDAC10 HDAC11 HDHD3 HERC4 HID1 HLCS HMGXB4 HOMER2 HPN HTATIP2 IBTK ICA1 IDE IDO1 IFI35 IFNGR2 IFT43 ILDR1 IQGAP2 ISG20 IVD KIAA0319L KIF1B KLF6 KLHL5 KLK11 KRT18 KRT19 KRT8 KYNU LARS1 LGALS3BP LIPH LRBA LRRC26 LSR LTF LYPD3 LYPLAL1 MANSC1 MAP3K1 MAPK13 MAPK9 MARVELD3 MB MBOAT1 MBOAT2 MBTPS2 MCCC2 MIF4GD MLPH MPI MRPL9 MRPS21 MTA3 MTIF2 MTUS1 MUC1 MVP MYH14 MYO5B MYO5C NAT1 NCOA2 NDUFA7 NDUFV3 NECTIN4 NEU1 NGEF NHERF1 NHLRC3 NHSL3 NIPSNAP2 NIPSNAP3A NME4 NUDT1 NUDT2 NUP210 NUP37 OPLAH ORAI1 OS9 OSBPL10 OXLD1 P2RX4 PACSIN3 PAFAH1B3 PAK1 PAOX PCBD2 PDZK1IP1 PEX11G PEX13 PGAP2 PGAP3 PGD PI4K2B PIGO PKN1 PLEKHG3 PLPP2 PLPP6 PNPO PODXL POLB POMT1 PPA2 PPFIBP2 PPL PPM1H PPP1R1B PRAG1 PRKCZ PRLR PRR13 PSMB8 PSMD10 PSME1 PTBP3 PTPN6 PTPRF PXMP2 PXYLP1 PYROXD2 RAB11FIP1 RAB11FIP4 RAB25 RAB3IP RAB5B RABGAP1 RAD51D RALGPS1 RASSF7 RBM47 REEP6 RER1 RFX1 RHBDD2 RHPN2 RMDN3 RNASEH2A RNASEH2B RNF130 RNF135 RORC RPL22 RREB1 RRM2B RWDD3 SCYL3 SDCBP2 SDSL SEPSECS SERINC3 SFXN1 SGSM3 SH3BP2 SHMT1 SHTN1 SIDT1 SIGIRR SIL1 SIRT5 SLC10A7 SLC16A5 SLC22A18 SLC25A35 SLC28A3 SLC35A1 SLC35A3 SLC35D2 SLC37A1 SLC39A11 SLC39A9 SLC44A4 SLC46A3 SLC49A3 SLC5A1 SLC5A6 SMIM1 SNAP29 SNORC SNRNP35 SNX10 SNX14 SNX15 SNX8 SORBS2 SORL1 SPATA13 SPDEF SPINT1 SQOR SSH3 ST14 STAP2 STARD10 STAT5A STAT6 STX8 STXBP2 SULF2 SULT2B1 SUSD4 SYNGR1 SYTL4 TANGO2 TBC1D8 TCIRG1 TDRKH TFAP2A TFCP2L1 TGM2 THNSL2 THUMPD3 TIA1 TIRAP TJP3 TK2 TLCD4 TLR3 TLR5 TMC4 TMED3 TMEM125 TMEM128 TMEM135 TMEM139 TMEM158 TMEM181 TMEM41A TMEM54 TMEM62 TMEM9B TMPRSS13 TMPRSS2 TNF TNFAIP2 TOM1L1 TPCN1 TPD52 TPP1 TRAM1 TRAPPC6A TRIM68 TSG101 TSPAN17 TSPAN33 TST TUFT1 UNC93B1 UROS VILL VIPR1 VPS51 VRK3 VTCN1 WDR31 WFDC2 WNK4 ZDHHC12 ZDHHC24 ZFAND2B ZFP3 ZNF334 ZNF524 ZNF750 ZSCAN20 ZSWIM4 LIM_MAMMARY_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIM_MAMMARY_STEM_CELL_UP ABI3BP ABTB3 ACER2 ACTA2 ACTG2 ACVR2A ADAMTS1 ADAMTS2 ADARB1 ADGRA2 ADGRL1 AEBP1 AGPAT4 AHI1 AKT3 ALDH1L2 AMOTL1 ANGPTL2 ANKRD1 ANTXR1 AOPEP APOE AQP9 ARC ARHGAP20 ARHGAP24 ARHGAP25 ARHGEF25 ARHGEF28 ARK2C ARMH4 ARSI ASPHD2 ATP2A2 AXL BACH1 BAG3 BCAR1 BCL2L11 BCOR BMAL1 BMP1 BMP7 BNC1 BVES C19orf12 C1QTNF12 C1QTNF4 CACNB4 CADM1 CALD1 CALML3 CALU CARD10 CAV1 CAVIN2 CBLB CCDC3 CCDC85B CCN2 CCND2 CD36 CD70 CDC42EP2 CDH13 CDH3 CDH4 CDKN1A CHST3 CHST7 CLIP3 CLMP CLXN CNN1 CNP CNRIP1 COL12A1 COL14A1 COL16A1 COL17A1 COL18A1 COL23A1 COL4A1 COL4A2 COL5A1 COL5A2 COL7A1 COL9A2 CPNE8 CPXM1 CRISPLD1 CRLF1 CRYAB CSDC2 CSPG4 CSRP2 CTNNAL1 CXCL14 CYGB DCBLD2 DCHS1 DCUN1D3 DIPK2A DKK3 DLK2 DLL1 DMWD DOCK10 DPYSL3 DST DUSP6 DUSP7 DZIP1L EBF3 ECRG4 EDARADD EDNRB EEPD1 EFNB1 EGFR EGR2 EGR3 EID3 ELK3 ELOVL4 ELP5 ENC1 ENPP2 EOGT EPAS1 EPDR1 EPHB1 ERF ETS1 EVA1A EVC EXT1 FABP5 FAM184A FAM216A FAS FBLN7 FBXO30 FERMT2 FEZ1 FGFRL1 FGL2 FHL1 FHOD3 FJX1 FLNC FLRT2 FMOD FOXP1 FST FXYD1 FZD8 GEM GJA1 GJC1 GNAI1 GNB4 GNG11 GOLIM4 GPC3 GPR176 GPR3 GPR87 GPSM1 GSN GYPC HACD1 HAS2 HDAC4 HEG1 HGFAC HRAS HS3ST3A1 HSPB2 HSPG2 HTRA1 ICAM1 ID4 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IL17B IL17RD IL1B IL24 IL6 IL6ST INKA1 IRAG1 IRX4 ISM1 ITGA1 ITGA6 ITGA9 ITGB1 ITGB4 ITM2A JAG1 JAM2 JAM3 KANK4 KCNIP3 KCNMA1 KCNMB1 KLHL21 KLHL29 KLHL42 KRT14 KRT16 KRT5 KRT75 L3HYPDH LAG3 LAMA1 LAMA3 LAMB1 LAMB3 LAMC1 LARGE2 LBH LCA5 LCAT LEP LGALS1 LGALS7 LGR6 LHFPL6 LIFR LIMA1 LIMS2 LMOD1 LRCH2 LRP1 LRP4 LRRC8C LRRN1 LTBP4 LUZP1 MALT1 MAMDC2 MAOB MAP3K7CL MATN2 MBNL1 MCAM MEDAG MEF2C MEG3 MEST MFNG MGARP MIA MICAL2 MME MMP2 MPDZ MRGPRF MSRB3 MSX1 MTCL2 MTSS1 MXRA7 MYC MYH11 MYL9 MYLK MYOCD NBL1 NDN NECTIN3 NETO2 NGF NGFR NLGN2 NNMT NPTX2 NRCAM NRG1 NRP1 NRP2 NSG1 NT5E NTF3 NTRK2 NUDT11 NXN OSBPL6 OSR1 OXTR P3H1 P3H2 PALM2AKAP2 PAMR1 PARD6G PCBP4 PCDH18 PCDH19 PCDH7 PCDHGC3 PCOLCE PDGFA PDLIM4 PDLIM7 PDPN PEG3 PGF PHLDA3 PHLDB1 PKD1 PKNOX2 PKP1 PLA2G7 PLCH2 PLEKHA4 PLPP1 PLPP3 PLS3 PLXNA2 PODN POGLUT2 POPDC2 POSTN POU3F1 PPP1R14A PPP1R16B PPP1R18 PPP1R3C PPP2R2B PRDM1 PRICKLE1 PRICKLE2 PRNP PROS1 PRRX1 PRX PSD2 PTGS2 PTPRE PTPRT PXDC1 PXN QKI QRICH2 RAB34 RAPGEF1 RARB RARRES2 RASIP1 RASL12 RBPMS RCN3 RCSD1 RECK RELN RFLNB RFX2 RHOJ RND3 RUSC2 SBSPON SCARF2 SCHIP1 SCML2 SCN4B SDK2 SEC24D SEMA3C SEMA5A SERPINF1 SERPING1 SERPINH1 SGCB SGIP1 SH2D5 SH3TC1 SHE SIAH2 SIMC1 SKI SLC12A4 SLC1A3 SLC1A5 SLC25A4 SLC27A3 SLC27A6 SLC2A3 SLC38A5 SLC4A3 SLC6A8 SLCO3A1 SLIT2 SLIT3 SMIM13 SMTN SNAI2 SNCA SNTB2 SOBP SORBS1 SORCS1 SOX11 SPHK1 SPRED1 SRGN SRPX SSBP2 SSH1 STAC STAC2 STARD8 STXBP4 SULF1 SVEP1 SYDE1 SYNM TACC1 TAGLN TAMALIN TBX2 TCF4 TCF7L1 TCOF1 TENM3 TES TGFB1I1 TGFBR3 THBS1 THSD1 THY1 TIE1 TIMP3 TINAGL1 TM7SF3 TMEM121 TMEM178A TMEM201 TMEM204 TMEM255B TMEM47 TMEM64 TNS1 TNS4 TOX TP63 TPM2 TPST1 TRIM29 TRIM9 TRO TRPC1 TSHZ2 TSHZ3 TSKU TSPY26P TSPYL2 TTYH2 TUBB6 TWIST2 UNC45A UPP1 VCAN VGLL3 VIM VIT VSIR VSNL1 WIF1 WIPF1 WTIP YAF2 ZC3H12B ZNF219 ZNF423 LINDGREN_BLADDER_CANCER_CLUSTER_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_1_DN ABCF2 ABI3BP ACOT7 ACOX3 ACSF2 ACSL1 ACTN1 ADAM15 ADAM19 AKAP12 AKR7A2 ALAS1 ALDH8A1 AMOTL2 AMPD2 ANXA6 AP1B1 APEX2 APIP APLNR APOBEC3B ARHGAP15 ARHGAP30 ARRB2 ASAP1 ATAD2 ATG9B AURKA B4GALNT3 BCAT2 BID BIRC3 BIRC5 BLTP3B BLVRB BPGM BRCA1 BUB1 C1orf216 C2CD2L CA2 CACUL1 CAMK1 CAMK2G CAPG CASP6 CCL13 CCL16 CCN1 CCNB1 CCNB2 CCNE1 CCSAP CD80 CDC25A CDC25B CDC45 CDC6 CDC7 CDCA2 CDCA4 CDCA7 CDCA8 CDCP2 CDK1 CDK9 CDKN2C CDT1 CEBPA CELSR3 CENPA CENPE CENPF CENPN CENPU CERS2 CES2 CGN CHAF1B CHDH CISH CIT CKS1B CLDN4 CLIC4 CLN3 COL15A1 COL18A1 COL4A2 COL5A2 COX17 CREB3L2 CTNNBL1 CTPS1 CTSA CXCL1 DAAM2 DAB2 DAG1 DBI DCLK2 DEDD DEPDC1 DLGAP4 DLGAP5 DNM1 DQX1 DYRK2 E2F1 EBF1 EBP EFNA1 EMP2 ENAH ENO2 EPHX1 ERBB2 ERBB3 EXO1 EZH2 FABP3 FAM50A FAM83D FBLN2 FERMT3 FILIP1L FLVCR2 FYN GCN1 GEM GFOD1 GINS2 GNB3 GNL3L GPA33 GPX3 GRK5 GSTM2 GSTM4 GTSE1 H1-0 H2AZ1 HCLS1 HDGF HEYL HILPDA HIP1 HMGB2 HMGCS1 HMOX1 HSD3B7 HSPD1 HTRA3 ICAM3 IDH2 IDO1 IER2 IL17RB IL2RA IL2RG IL32 ILF3 INSIG1 ITGB7 ITSN2 JPT1 KDELR2 KIF11 KIF14 KIF21B KIF23 KIF2C KIF4A KIFC1 KLF9 KLHL6 KPNA2 KRT23 LAMA4 LCOR LGALS1 LGALS2 LOXL2 MACROH2A1 MAGEA11 MAL MAN1C1 MAP1A MAP3K14 MCAM MCM5 MCM6 MCM8 MELK MGAT1 MGP MINK1 MNS1 MNX1 MOB2 MOBP MOCS1 MPHOSPH9 MT1G MTHFD2 MYBL2 MYL9 MYLK MYO5BP2 NAV2 NCAPG2 NCKIPSD NDRG2 NECTIN2 NEDD9 NEK2 NES NEU1 NEURL1B NFE2 NFKB2 NHERF1 NID2 NR4A1 NRP2 NSD2 NTRK2 NUDT1 NUP62 NUPR1 OR4F16 ORC1 P4HB PAFAH1B3 PALM2AKAP2 PAPPA PATL1 PCSK6 PDE1A PDGFRB PDGFRL PDIA5 PDXDC1 PDXP PEA15 PELI1 PEPD PHF19 PHF2 PIK3AP1 PIK3C2B PITX2 PLAC8 PLCXD1 PLK1 PLK4 PMM1 PMM2 PMP22 PMS2P4 POC1A POLE POP7 PPP1R12B PPP1R14C PRC1 PREX1 PRG2 PRRC1 PRRX1 PRSS8 PRUNE1 PSMA1 PSMB4 PSMD11 PSRC1 PTTG1 PVALB PYCR1 RAB17 RACGAP1 RAD51 RAD54L RAI14 RASSF2 RASSF5 RBL1 RBM28 RCBTB1 RCC1L RELL1 RFC3 RFC4 RGL1 RGS10 RGS16 RHBG RNASEH2A RPS27L RRM2 RRP1 RUBCN S100A4 SAE1 SBNO2 SEC13 SEC24A SELL SFMBT1 SGO2 SH2D2A SH3BP5 SH3KBP1 SLC12A2 SLC17A5 SLC1A3 SLC26A6 SLC36A4 SLC43A3 SLC44A2 SLC46A1 SLFN11 SMARCA4 SMURF1 SNX5 SPATA13 SPCS1 SQLE SRGAP2 SSR1 ST3GAL2 ST8SIA3 STAG2 STAT5B STMN1 SUN2 SUSD6 SYNGR2 TACC3 TAGLN2 TCF19 TCF25 TEAD2 TEX30 TFRC THBD TIMP2 TJP3 TK1 TMEM108 TMEM125 TMEM97 TMPO TNC TNFAIP1 TNFRSF11A TNK2 TOMM34 TOP2A TRAIP TRIM11 TRIP13 TTC39A TUBA1A UBE2C UCK2 VASN VDAC1 VPS37C WDHD1 WFDC21P XBP1 YPEL3 ZDHHC18 ZNF148 ZNF286A ZNF703 ZWINT LINDGREN_BLADDER_CANCER_CLUSTER_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_1_UP ABITRAM ANKRD16 ANP32B APTX ASTN2 ATAD1 ATP6V1G1 BBS1 BBX BDH2 BEX2 BRD3 CARNMT1 CASP1 CASP8AP2 CAST CBR4 CDIP1 CIBAR1 CORO2A CPA4 DAB2IP DGLUCY EIF3L ERP44 ESD FABP5 FAHD2A FBP1 FBXW2 FDXACB1 FOXM1 FOXO1 FUBP3 GALNT1 GNAI1 GNG10 GNPDA2 GSDME GSTA4 GSTO1 GUK1 HEMGN HOXA3 IFI16 IGF1R INIP INTS10 JTB KRT13 LDLRAD4 LERFS MAP3K7 MAT2B MED7 MEIS3P1 MITF MLLT3 MOB3C MRPL50 NLGN4X NMRK1 NT5DC1 PBX3 PGAP4 PHF3 PIK3R1 PLD1 PNRC1 PPP6C PRKCQ PRXL2A PSMD5 PTGR3 PTPDC1 PTPRN2 PYGL RAB14 RARA RBM12 RBM18 RIC1 RPL10A RPL15 RPL27A RPL35 RPL6 RPL7A RXRA SALL2 SERPINB5 SKAP2 SNAPC1 SNAPC3 SNHG29 STON2 STX17 STX3 TBC1D4 TCEAL1 TGFBR1 TM2D2 TMEM19 TMEM245 TMEM268 TMOD1 TMX4 TOR1A TPD52L1 TSPYL1 TUBG2 VPS13A WDR41 XPA ZCWPW1 ZDHHC13 ZMAT1 ZNF462 ZNF513 ZNF516 LINDGREN_BLADDER_CANCER_CLUSTER_2A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_2A_DN ACSL4 AFAP1L1 AK1 ALCAM ALDH2 ALG2 ANXA5 AOC3 AP1S2 ARL4C ARMC8 BACE1 BEX2 BMP2K C3AR1 C9orf78 CCDC50 CCN3 CD302 CDK5RAP2 CELF2 CFL2 CLIC4 CNN3 CTNNAL1 CYBB CYBRD1 DAB2 DCBLD2 DDX3Y DNAJB9 DNAJC10 DPYSL2 DUSP22 ERP44 EVI2A FAM120AOS FAM171B FAM200B FBXW2 FUBP3 GABARAPL1 GLIPR1 GNAQ GNG10 GRAMD1A GSN GSTA4 H2BC5 HABP4 IARS1 IFITM1 IQGAP2 ISCA1 ISCU ITM2A JADE1 KIF2A LIG4 LINC00472 LMO2 LYZ MAFB MAP3K20 MBNL1 MS4A4A MSANTD3 MT1B MT1E MT1H MT1L MT1X MT2A MYO5A NEK6 NFIL3 NGRN NUDCD3 OSER1 PALLD PBX3 PER3 PLAGL1 PMP22 PNMA1 POLE3 PPP6C PRKCQ PRPF4 PSIP1 PSMB7 PSMD5 PTGES PTPDC1 RAB14 RAB21 RAD23B RASSF8 RCAN1 RCAN2 RHOB RIC1 RIMKLB RNASE4 RNF38 RNF41 SCD5 SCML1 SDCBP SELENOP SERF2 SET SETX SGCB SGK1 SLC31A2 SLC66A3 SLFN11 SOCS3 SON ST6GAL1 STXBP1 TBC1D8 TES TGFB1 TGFBR1 TGOLN2 TMEM268 TMOD1 TMX4 TOX2 TRPS1 TSC22D3 UBE2E2 UBQLN1 UGCG VCPKMT WHRN ZFAND5 ZMAT1 ZNF738 LINDGREN_BLADDER_CANCER_CLUSTER_2A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_2A_UP ABL1 ADRB1 DDO DGKQ LAD1 RAB25 S100A4 SNCG LINDGREN_BLADDER_CANCER_CLUSTER_2B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_2B A2M ABI3BP ACTA2 ACTG2 ADAM19 ADAMTS9 ADGRE5 ADGRF5 ADORA2A AEBP1 AFF1 AIF1 AKAP12 AKAP14 ALDH2 ALOX5AP AMOTL2 ANGPTL2 ANPEP ANXA6 AOC3 AP1S2 APLNR AQP1 ARHGAP15 ARHGAP30 ARL4C ARPC2 ATP1A2 AURKB B3GNT2 BCL2A1 BIRC3 BMP2K BMP5 BRPF1 C1R C1S C1orf54 C3AR1 C4A CALM1 CAV1 CAVIN1 CCDC80 CCL13 CCL15 CCL2 CCN1 CCN2 CCN3 CD302 CD52 CDC25B CDC42EP3 CELF2 CERK CFL2 CH25H CHSY1 CLEC10A CLIC2 CLIC4 CMTR2 CNN3 CNRIP1 COG8 COL15A1 COL16A1 COL18A1 COL1A2 COL5A2 COL6A1 COL6A2 COL6A3 COLEC12 COPZ2 COTL1 CPXM1 CRIP1 CRISPLD2 CRTAM CSRP1 CST7 CTSG CXCL12 CXCR4 CYBB CYBRD1 CYTH4 DAAM2 DAB2 DDR2 DDX3Y DHODH DHRS12 DKK3 DNAJB5 DNAJB9 DNAJC3 DOCK2 DPYSL2 DUSP5 EBF1 EBI3 ECM2 EDIL3 EDNRA EFEMP1 EFHD1 EGR1 ELN EMC10 EMP3 ENTPD1 EPB41L2 ETV1 EVI2A EVI2B FAM200B FBLN2 FCGR2B FERMT3 FGL2 FHL1 FILIP1L FLVCR2 FMNL1-DT FOLR2 FOXF1 FYB1 FYN GADD45B GEM GFOD1 GJA5 GLIPR1 GLIPR2 GNG11 GPC6 GPM6B GRK5 GSN GUCY1A1 HEYL HHEX HLA-DMA HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-E HLF HMGCS1 HTRA3 HYCC1 ICAM1 IER2 IFI30 IFITM1 IFITM2 IFITM3 IGDCC4 IGFBP7 IGLC1 IGLL1 IL10RA IL16 IL1A IL27RA IL2RG IL32 IL7R IQGAP2 ISG20 ITGA4 ITGAL ITK ITM2A JAK3 JAM3 JMJD7-PLA2G4B JUN KLF4 KLHL6 KLRG1 KLRK1 KRR1 LAMA4 LAMB2 LAPTM5 LAT2 LATS2 LBH LCK LCP1 LCP2 LEF1 LGALS1 LGALS2 LIG4 LINC00472 LIX1L LMCD1 LRIG1 LRRC8C LUM LYZ MAF MAFB MALT1 MAP1A MAP3K20 MAPK7 MCAM MFNG MGP MIAT MICAL2 MMP2 MOB3B MOXD1 MPP1 MPP3 MS4A4A MSN MT1E MT1G MT1H MT1L MT1X MT2A MYADM MYL9 MYLK MYO1F MYO5A NEK6 NES NEURL1B NFATC1 NFIL3 NFKBIA NFKBIE NFKBIZ NID2 NNMT NR2F1 NR4A1 NRN1 NRP2 NUAK1 NUMA1 OSER1 PALLD PALM2AKAP2 PAPPA PARVG PCDH7 PCOLCE PCP4 PDE1A PDGFRA PDGFRB PDGFRL PDPN PDZRN3 PECAM1 PELI1 PHTF2 PIK3CD PIM2 PITX2 PLAUR PMP22 PNMA1 PNOC PODXL POSTN PPP1R12B PPP1R16B PPP1R18 PPTC7 PREX1 PRICKLE1 PRKAR1A PRKCH PROS1 PRRX1 PTK2 PTPN7 PXDN RAC2 RALB RAMP3 RARRES2 RBP1 RBP5 RBPMS2 RCAN2 RELL1 RGL1 RGS10 RGS11 RGS2 RGS5 RHOH RNASE6 RND3 RNF41 RPS19BP1 RTN3 RUNX2 RUNX3 S100A7 SAMHD1 SAMSN1 SDC3 SELE SELL SEMA6D SERPINA3 SERPINF1 SERPING1 SH2B3 SH3KBP1 SIRPA SLC16A2 SLC2A4RG SLC43A3 SLC7A2 SLFN11 SOCS2 SOCS3 SON SOX18 SPAG7 SPARC SPRY1 SREBF1 SRGN SRPX SSR1 ST6GAL1 STARD4 STMN3 STOM STUM STXBP6 SVEP1 SYN3 SYNPO TACC1 TBC1D8 TCF25 TCF4 TCF7 TENT5C TES TGFBR1 THBD THBS2 TIMP2 TMEM131L TMEM158 TMTC1 TNC TNFAIP3 TNS1 TOX TPM1 TPM2 TPST1 TRAF1 TSC22D3 TTC7A TTN UBD UBE2J1 UBE2J2 VCAM1 WHRN YKT6 YWHAZ ZAP70 ZFAND5 ZNF738 LINDGREN_BLADDER_CANCER_CLUSTER_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_3_DN AARSD1 ABCC4 ABCC5 ABCD4 ABCG1 ABLIM1 ADGRG6 ADRM1 AGFG1 AGR2 AHNAK AJUBA AKAP13 AP1G2 ARHGAP1 ARHGEF40 ARIH1 ARSD ASB1 ATF4 ATXN1 ATXN7L1 BBS1 BMP7 BMS1 BTF3 CASP1 CASP4 CBR4 CCND1 CD44 CD81 CDC27 CDIP1 CDK7 CERT1 CFHR1 CFLAR CHCHD5 CHD9 CLK3 CNN2 COL27A1 COL4A5 COL4A6 COL7A1 CPT1B CTSH CUL4B CYP24A1 DAB2IP DGKA DGKH DGLUCY DNAAF9 DPP8 DST DYNC1I2 DYRK4 EIF3E EML2 EOGT EPB41L2 EPHB6 ERAP1 ETFA EXT1 EXTL3 FABP5 FAM174B FARP2 FBLN7 FGFR3 FGL2 FHIP2B FRMD6 FSCN2 GLI3 GLUD1 GMFG GPSM3 GPX2 GRB10 GSDME GSTO1 GUK1 HAPSTR1 HEATR1 HEMGN HHAT HIBCH HMBOX1 HMG20A HNMT HRAS ICAM2 IFI16 IGBP1 IGF1R IKBKB ITGA2 ITM2C JADE2 JAG1 KRT14 KRT17 LAD1 LAMB3 LCAT LDOC1 LGMN LIMS1 LINC01138 LPAR6 LPCAT2 LZTS2 MADD MAN2C1 MAST4 MECOM MED28 MEIS1 METTL17 MICAL1 MLLT10 MOB3B MOB3C MPZL2 MRPS36 MXD4 MXRA5 MYB MYC NDST2 NEIL1 NLRP1 NME4 NMRK1 NOTCH1 NPAS2 NPM1 NRG4 NT5E NUDT13 OSGEP OXA1L PABPN1 PDE4D PI4KB PIGB PLCG2 PLEKHH3 PML POLI POLR2J2 PRDX5 PRXL2A PSD3 PTPN13 PTPRE PTPRN2 PXN PYROXD2 RACK1 RALGAPA1 RFX2 RFX5 RGS12 RMND5A RND3 RNF31 RNF44 ROS1 RPL10L RPL36AL RPS12 RPS23 RPS25 RPS28 RSL24D1 SALL2 SAMD4A SEC31B SEMA4B SEMA6A SEPTIN9 SH3PXD2A SLC24A1 SMAD3 SMAD6 SNAI2 SNRPN SNU13 SNX19 SORL1 SPOCK1 SPRY2 SRSF8 STX3 SYTL2 TARBP2 TBC1D2B TESC THAP4 THSD4 TK2 TM4SF4 TMEM120A TMEM216 TOB2 TRIP12 TRIP6 TRNP1 TSPYL1 TTC38 TUSC3 UNC5B VWA5A WDR73 WNT5B ZFAS1 ZNF33B ZNF516 ZNF655 ZNF827 ZSWIM6 LINDGREN_BLADDER_CANCER_CLUSTER_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_CLUSTER_3_UP ACADM ACOT2 ACOX1 ACSL1 ACSL4 ADAM17 AFDN AK2 AKAP12 AKR1B10 AKR7A2 ALAS1 ALAS2 ALDH9A1 ANKRD27 ANXA4 AOC1 AP1S2 APOBEC3B ARHGEF26 ARRB2 ASS1 ATAD2 ATG5 ATP6V1C1 AURKA BCAR3 BCL2L1 BIRC5 BLTP3B BLVRB BRCA1 BRIX1 BTG3 BUB1 C12orf75 C5orf22 CCNB1 CCNB2 CCNE1 CCSAP CDC25A CDC45 CDC6 CDC7 CDCA8 CDK1 CDK2 CDKN2C CDT1 CENPA CENPE CENPF CENPN CENPQ CENPU CEP55 CEP85 CHAF1A CHAF1B CKAP2 CKS1B CKS2 CLPTM1L CMSS1 COPB2 COX7B CPD CRIPT CSRP3 CSTF2 CSTF3 CTPS1 CXCL14 DAB2 DAPK1 DBF4 DBI DDAH1 DEK DEPDC1 DLGAP5 DYNC2I2 DYNLT3 E2F1 E2F8 EBP EID2 EPHX1 ERBB2 EXO1 EXO5 EZH2 FABP3 FAF1 FAM136A FAM200B FAM83D FIGNL1 GAGE12F GCA GGCT GGH GINS2 GLO1 GMCL1 GMNN GNB3 GNPAT GOLT1B GPA33 GPATCH11 GUCY1A1 H1-2 H2AZ1 H2AZ2 H2BC5 H3C10 HACD2 HENMT1 HLTF HMGB2 HMGN2 HMOX1 HSPD1 IDH2 IL17RB IL2RA IMPA2 ING1 INSIG1 ITPR1 KAT14 KIF11 KIF14 KIF23 KIF2C KIF4A KIFAP3 KIFC1 KPNA2 KPNA4 LIG1 LIG3 LINC00173 LINC01128 LNPK MAD2L1 MAD2L2 MAGEA6 MAPRE1 MCM4 MCM5 MCM6 MCM8 MDC1 MED8 MELK METTL2A MIS18A MKRN2 MLF1 MNS1 MOBP MORC4 MORN2 MRPL48 MRPS12 MSH2 MTHFD2 MYBL2 NAA50 NASP NCAPG2 NCEH1 NCOA6 NDUFA9 NEDD9 NEK2 NEMP1 NETO2 NEU1 NQO2 NTRK2 NUCB2 NUPR1 NXT2 OR4F16 ORC1 OSBP OSGIN2 OTULIN PAK1IP1 PANK1 PARD6B PCNA PDXP PEBP1 PEPD PGM3 PHF2 PIGC PIK3AP1 PKIB PLAAT3 PLAGL1 PLK1 PLK4 POC1A POLDIP2 POP4 PPA2 PPAT PPM1D PPP1R14C PRC1 PRDX1 PRDX4 PRPS2 PRSS3 PSMC4 PSMD11 PTTG1 PXMP4 PYCR1 RAB11FIP4 RACGAP1 RAD1 RAD18 RAD51 RAD51C RAD54L RAF1 RASL11B RASSF2 RBBP4 RBBP7 RBL1 RBM38 RCAN1 REEP6 REXO5 RFC3 RFC4 RGS16 RHPN2 RMI2 RNASEH2A RNFT2 RPA3 RPN1 RRM2 RRP1 RTN3 RUBCN SAC3D1 SAE1 SCML1 SEC23B SEC62 SERP1 SHMT1 SIRT2 SKA2 SLC11A2 SLC23A1 SLC25A40 SLC39A8 SLFN11 SLFN13 SMIM29 SNTA1 SNX4 SOAT1 SPATA13 SSX1 ST8SIA3 STBD1 STMN1 SUCLG1 TACC3 TAF11 TARS1 TBC1D23 TCF19 TEAD2 TESK2 TEX30 TFG TFRC TGFBRAP1 TINCR TK1 TLK2 TM4SF1 TMED5 TMEM106C TMEM97 TMPO TNFAIP1 TOM1L1 TOP2A TRAIP TRIP13 TRMT6 TSC22D2 TTC39A TWSG1 TXNRD1 TYMS UBA2 UBE2C UCK2 URI1 USP14 VAMP7 VRK1 WDHD1 WDR53 XPOT YARS1 YWHAQ ZNF148 ZNF232 ZNF286A ZNF587 ZWINT ZYG11B LINDGREN_BLADDER_CANCER_HIGH_RECURRENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_HIGH_RECURRENCE ABI3BP ADAM19 ADGRE5 AEBP1 ANXA6 BIRC3 CDK2AP1 COL18A1 COL1A2 COL4A2 COL5A2 CRIP1 CSRP1 DCAF7 DNMT3B DPP7 FYN H1-0 HTRA3 ICAM3 IL32 IL7R LAMA4 LGALS1 MCAM MGP MICAL2 MOB3A MSN MYADM MYL9 MYLK NAV2 NDRG2 NID2 NR4A1 NRP2 PAPPA PELO PLCB4 PRRX1 PTMS RHBG RPS19BP1 SERPINH1 SPARC UBR4 VCAM1 VCAN LINDGREN_BLADDER_CANCER_WITH_LOH_IN_CHR9Q https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDGREN_BLADDER_CANCER_WITH_LOH_IN_CHR9Q ABITRAM ABL1 ACO1 ALG2 ANK2 ANKH ANP32B APTX ARPC5L ASS1 ASTN2 ATP6V1G1 C9orf78 CAMSAP1 CARNMT1 CDK5RAP2 CDK9 CNTRL CORO2A CREBL2 CUL5 CYB5D2 DAB2IP DDX3Y DOCK8 DPP7 DRC3 DUSP22 ECPAS ENDOG EPRS1 ERP44 FAM120AOS FBP1 FBXW2 FKTN FOXM1 FUBP3 GLE1 GNAQ GNG10 GOLGA1 GPR107 GRAMD1A IARS1 INIP IPPK ISCA1 ISCU ITPR2 KDM5D KIF2A KLHL9 LRRC8A MFSD14B MIS12 MRPL50 MSANTD3 MTAP NANS NEK6 NMRK1 NUDCD3 NUP188 NUP214 PABIR1 PNPO POLE3 PPP6C PRKCQ PRPF4 PSMA2 PSMB7 PSMD5 PTGR1 PTPDC1 PTPN3 RAB14 RABGAP1 RAD23B RARA RBM18 RNF38 RPL35 RXRA SEC16A SEC61B SECISBP2 SET SETX SLC2A8 SLC35A5 SLC35D2 SLC9B2 SMARCA2 SMC5 SPOUT1 SPTLC1 STX17 TDRP TGFBR1 TMEM245 TMEM268 TMOD1 TNFRSF10C TOPORS TOR1A TOR1B TRIM32 TRIM52 TSC1 UGCG VPS13A XPA ZBTB34 ZNF79 LINDSTEDT_DENDRITIC_CELL_MATURATION_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDSTEDT_DENDRITIC_CELL_MATURATION_A ACVR2A ATF5 ATP13A3 CCL1 CCL2 CCL20 CCL3 CCL4 CCL5 CCL8 CD48 CD58 CREM CSF2 CXCL1 CXCL10 CXCL11 CXCL2 CXCL8 EDN1 ENTPD1 FKBP5 GBP1 GPR137B HCAR3 ICAM1 IL12B IL1B IL1RN IL6 IL7R INHBA ISG15 KYNU MALT1 NFE2L3 NFKBIE P2RX4 PLA2G4A PLA2G7 PLAT PLEK PSMA3 PTGER4 RAB5A RTN1 SCARF1 SLC3A2 SLC7A11 SLC7A5 SOD2 STAT1 STAT4 TFEC TLR2 TNC TNF TNFRSF4 TNFSF9 TRIM16 TXNRD1 LINDSTEDT_DENDRITIC_CELL_MATURATION_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDSTEDT_DENDRITIC_CELL_MATURATION_B ADM BIRC3 BTG1 CD80 CD83 CFLAR CSF2RA CXCR4 CYTIP DUSP4 EED GADD45A HIVEP1 ID2 IL15RA IL2RA JRK KLF5 LAMP3 LYN MAP3K14 MARCKS MARCKSL1 N4BP2L2 NBN NFKB1 NFKB2 NFKBIA NR4A3 OPTN PALM2AKAP2 PDGFA PLA2G6 PNRC1 PSME2 REL RELB SDC4 SIAH2 SLAMF1 STK4 TAP1 TNFAIP2 TNFAIP3 TNFRSF9 TNIP1 TRAF1 USP12 ZNF267 LINDSTEDT_DENDRITIC_CELL_MATURATION_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDSTEDT_DENDRITIC_CELL_MATURATION_C ALDH2 ALOX15B ANXA3 AOC1 ARID5A ATF3 CAPG CASP3 CD200 CD86 CLC COL14A1 CTNNA1 CX3CL1 DEPP1 ENPP4 FERMT2 FGF9 FLT3 FOXO1 GPR171 GRSF1 GTF2E2 HLA-DPB1 HLA-DRB3 IGF1R IGFBP4 IL4R JAK1 KIF2A LAD1 LGALS9 LY75 MCM5 MGLL MMD MUC1 N4BP2L1 NFIL3 NID1 PIAS3 PLAGL1 POLR2E PRKAR2B ROCK2 S1PR1 SEMA7A SOCS2 STAT3 STAT5A STK39 SYNGR3 TCF3 TFRC TNFRSF11A TNFRSF11B TNFSF4 TOPBP1 TRADD TRAFD1 TRIP10 TUBB2A UGCG LINDSTEDT_DENDRITIC_CELL_MATURATION_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDSTEDT_DENDRITIC_CELL_MATURATION_D ACP5 ACTN1 ADCY7 ALOX15 ANXA1 AQP3 ARHGDIB ATP6V1A CCL22 CCNH CCR1 CD99 CDH1 CDH2 CIITA CLEC10A CLEC2B CTNND1 DAB2 DMPK DNMT1 DOCK1 EGR2 F13A1 FCER2 FCGRT FGL2 HLA-DMA HLA-DMB HLA-DRB4 IFI16 IGSF6 ITGA5 ITGAM ITGAV ITGAX ITGB2 LAPTM4A LST1 MAF MKNK1 MTMR6 NAAA NAGA NCBP2 NCF2 NPR1 P2RY6 PLPP3 PRSS3 PTGER3 PTPRE QSOX1 RAB31 RAP1GAP RBMS2 RCBTB2 SLC1A5 SLC6A2 SYPL1 TGFBI TOP1 TPP1 LINDVALL_IMMORTALIZED_BY_TERT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDVALL_IMMORTALIZED_BY_TERT_DN ADAM12 ADM AIMP2 AKAP12 AKR1C1 ANTXR1 ARHGAP5 ARL4C ARL4D BLM CAPN5 CCDC80 CCN1 CDON CELF2 CFB CPXM2 CREG1 CRIP1 CRIP2 CTSK CUL5 CXCL1 DCT DPT EGR1 EIF2B3 ELN ELP5 ENO2 FAP FBXO32 FMOD FN1 FNDC1 HSPG2 ISLR ITGB5 KRT34 LAMA4 LGALS3BP LHFPL2 LMCD1 LRATD1 LRRC15 LRRC32 LSP1P5 LTBP2 MAP1B MDFI MMP7 MZT1 NAA10 NFASC NNMT PAPPA PDPN PER3 PLOD2 PLPP3 PTGES PTK7 SAT1 SDR42E1 SELPLG SH3PXD2B SLC43A3 SLC7A1 SLIT3 SPECC1 TMEM47 VCAN VPS26B LINDVALL_IMMORTALIZED_BY_TERT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINDVALL_IMMORTALIZED_BY_TERT_UP A2M ADAMTS1 ADIRF ANXA11 APCDD1 ARID5A ARMC9 ARPC1B ASS1 ATP2B1 BBS7 BMP4 CALD1 CD9 CITED2 COL15A1 CTSZ DANCR DENND2B DKK1 EFEMP1 EHD3 EIF3CL ELOVL5 EREG EXT1 FDFT1 FKBP11 FOXF2 FRMD4A FZD7 GSTT1 HMGA1 IGF2R IGFBP7 KDELR3 KRT18 LUM MKX MTREX NAB1 NES PAPSS2 PAX8-AS1 PDE5A PGM5 PIANP POLE4 PTGS1 RGS10 RILPL2 RNF150 RPS4Y1 SLC22A18 SLC38A11 SLC38A2 SLC6A8 SNX9 STC2 TAPBP TMTC1 TRIM28 TRIOBP TSHZ1 TSPAN5 UCHL1 USP53 VAMP3 LINSLEY_MIR16_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LINSLEY_MIR16_TARGETS ABI2 AGO1 AKTIP ANAPC13 ANKFY1 ANKS1A ANLN AP5S1 AREL1 ARHGDIA ASNSD1 ATG16L1 ATG9A ATL3 ATXN7L3 BCL2L12 BCR BIK BMT2 BTG3 BTRC C9orf40 CACUL1 CARD10 CASP7 CBX6 CCDC68 CCNE1 CDC25A CDC27 CDC37L1 CDC42SE2 CDCA4 CDK6 CDS2 CFAP45 CHD9 CHEK1 CLASP1 CLIP4 COMMD6 COX10 CRY2 CYB561A3 DAZAP2 DCP2 DDHD2 DEDD DHDDS DNAJB6 DNAJC5 DYNC1LI2 E2F1 E2F7 EFCAB14 EGR1 EIF2S1 ELK3 ELL ENTREP3 EPHA4 EREG EXT2 F3 FASTK FBXW7 FOXK1 FYCO1 GFPT1 GNB5 GNPDA2 GOLGA1 H2AX HIF1AN HSPA1B IFRD2 INTS5 IPPK ITPRIPL2 JADE1 JUNB KBTBD4 KIF1C KIF21A KIF23 KIF3B KLHL15 KLHL26 LAPTM4A LCOR LIMK1 LMO7 LYPLA2 M6PR MACF1 MAP3K2 MAP4 MAPK1 MAPRE3 MED28 MFN2 MGLL MICB MIEF1 MKNK2 MKRN1 MRPL43 MYBL1 NACC2 NAPEPLD NCEH1 NCKIPSD NKIRAS1 NLRX1 NMD3 NOB1 NUBP1 NUP35 OSCP1 PABIR1 PACS1 PAF1 PCMT1 PEX12 PHF19 PHLPP2 PIP4K2A PIP4P1 PLEKHA3 PLEKHM1 POLR3G PON2 PPP1R11 PPT2 PUDP PURA RAB11FIP2 RAB11FIP5 RAB22A RAB3B RCE1 RFK RGMA RHOC RNF128 RNF138 RNH1 RPS6KA3 SDHAF2 SERPINE1 SETD3 SFR1 SFXN5 SIRPA SLC11A2 SLC15A4 SLC16A9 SLC25A22 SLC30A1 SLC35A4 SLC39A5 SLC39A7 SLC9A1 SMURF2 SPAG7 SPRYD3 SRPRA ST6GALNAC6 SUSD6 TACC1 TARBP2 TBCEL TFAP4 TGIF2 THUMPD1 TIAM1 TLK1 TMEM109 TMEM245 TMEM268 TMEM9B TNFRSF10B TNFSF12 TPRG1L TRAPPC14 TRUB1 TSR1 TUSC2 TVP23B UBAC1 UBE2Q1 UBE2R2 UBE2V1 UBTD1 UHMK1 USP15 USP46 UXS1 VPS33B WEE1 WWP1 YRDC ZCCHC2 ZFP91 ZFYVE9 ZNFX1 LIN_APC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_APC_TARGETS ABCC1 ACAP1 ACTN4 ADRA2C ADSS2 AGRN ALG3 ARHGDIA ATP6V0A1 BCAP31 BCL2L15 CAPN1 CCND1 CD99 CPSF4 CTDSPL CYB5R3 DEPDC5 DOK1 EIF5A ETS1 FBRS FLOT2 GET4 GIPC1 GJB1 GNA12 HDAC3 HDGF HMG20B HNRNPA0 HNRNPUL1 HSPE1 IFITM1 IGF2 KRT5 KRT7 L1CAM LMNA LY6E MAP3K11 MMP14 MPZL2 MTA1 NOP53 NSMF PCDH9 PCNA PDAP1 PFN1 PKP3 POLR2A POLR2E PRKCSH RAB1B RPL39L S100A3 SCAP SCN5A SEC61A1 SF3A1 SH2B2 SLC1A5 SLC35B2 SORBS3 SYK TELO2 TGM2 TLE5 TPRA1 UBA1 LIN_MELANOMA_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_MELANOMA_COPY_NUMBER_DN ALG5 ATAD1 ATP5MJ B2M BAG5 CDKN2A CLN5 CRYL1 EIF3J ELL3 ESD FNDC3A KLF6 KPNA3 LPAR6 MAF MARK3 MBP MED4 MFAP1 MTMR6 MYCBP2 NUFIP1 PACRG PAPSS2 PDIA3 PFKP PITRM1 PRKN PROSER1 PTEN RCBTB1 RNF6 RPL21 SAP18 SERF2 SPART SUCLA2 TPT1 TXNL4A WWOX LIN_MELANOMA_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_MELANOMA_COPY_NUMBER_UP ANO1 AP3S2 ARL4A ARNT ATP9A BRAF CCND1 CDC42SE1 CDYL CEP41 CERS2 COPG2 CPA1 CTNND2 DDX11 DERL1 DNAH5 DNM1L ECI2 ECM1 ENSA EP300 FADD FAM217A FARS2 FGF19 FGF3 FGF4 IDH2 IQGAP1 KLF14 KRAS KU-MEL-3 LTO1 LYRM4 MEST MINDY1 MITF MKRN1 MLLT11 MRPL9 MRPS35 MYC NAGA NDUFB2 NFATC2 NTAQ1 PI4KB PIP5K1A PMM1 POGZ POLG PRPF4B PRUNE1 PSMB4 PSMD4 RFX5 RNF139 RNF213 RPP40 SALL4 SCIN SETDB1 SINHCAF SLC38A10 TARS2 TBC1D16 TBC1D31 TEX56P TRIO YARS2 ZFP64 LIN_NPAS4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_NPAS4_TARGETS_DN ARC ARL5B ARPP21 BDNF C17orf99 CPNE7 CRHBP CRTAC1 DCTN6 DICER1 EGR1 EGR2 EGR3 EGR4 ELAVL4 ERRFI1 ETV3 FAM131A FAM210B FHL2 GADD45G GALNT18 GLCE GPR22 GPR4 GUK1 HOMER1 HPCA HSD11B1 HYCC2 IER2 IER5 ITPKA ITPRIP KCNA1 KCNA4 KCNIP2 KIF18A KLF9 KRTAP4-12 LMO2 MIR670HG MIR9-2 MLIP NPTX1 NPTX2 NUP58 OPN3 OSGIN2 PXDN RAB40B RGS4 RSC1A1 SEPTIN8 SERTAD1 SHISA2 SKP2 SLC12A3 SLC4A7 SORCS3 SV2B SYT7 TESC TLCD4 TMEM86A TMTC4 TRMT10B VGF WDR77 WIPF3 YBX3 ZNF275 LIN_NPAS4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_NPAS4_TARGETS_UP ABCF1 ACOT7 ACTR10 ADD2 AGO2 AHI1 AK4 AKT3 ALDH1L2 AP2B1 AP4E1 ARHGAP20 ARHGEF7 ASB1 ATP2C1 B3GALNT1 B4GALT3 BSDC1 BZW2 C2orf69 C3orf70 CAMSAP1 CAPN7 CCNG1 CCT7 CDC42EP2 CDC42SE2 CDK14 CDKN1B CELF6 CEP15 CFAP418 CFAP97 CHMP2B CHMP4B CHMP7 CHODL CLMP DARS1 DDHD2 DHCR24 DHX40 DMAC2L DNAJC27 EPAS1 EPS15 FAM107B FAM210A FAM234A FAM32A FAM81A FAM8A1 FBXO8 FXYD6 GABRB1 GABRB2 GINM1 GMCL1 GMPS GNPDA1 GPRIN2 GRAMD4 GRIA3 HLA-A HS2ST1 HSDL1 HSPA1A IFT43 IMPA1 ITPK1 KCNK9 KIAA0319 KIF26B KIF3A KIF3B LBHD1 LNPEP LPGAT1 LPL LRFN1 LRRC3 LRSAM1 LYPD6 MARCHF8 MARCHF9 MATCAP1 MB21D2 MFSD6 MKRN3 MLLT1 MLLT3 MOK MPP3 MRAS MSI1 MTFP1 MTX3 MYCL NAA15 NANS NEDD4L NELFB NIP7 NRSN1 NTRK3 NUP155 OGFRL1 PANX1 PCDH17 PCSK2 PEX14 PFKFB4 PKIA PLCXD3 PNMA2 PNPLA6 POMK PPP1R11 PPP1R3E PRKAA2 PRKAB2 PTP4A1 PTPA RAB2B RAB3B RASGRF2 RBBP6 RBM34 RBM4 RCAN1 RNF152 RNF182 RPL39L RPS6KA3 RRN3 SAMD12 SCN3A SEC61A1 SEPHS2 SERBP1 SGK1 SLC24A3 SLC27A4 SLC35A1 SLC8A1 SLC9A9 SLF1 SMIM14 SMUG1 SNAP47 SOAT1 SPOCK2 SPRYD7 ST6GAL1 STXBP5 TBCK TDG TIGAR TMED8 TMEM267 TMEM74 TMEM8B TRIM67 TSPY26P TSTD3 TTYH1 USF1 VCPIP1 VPS26C XKR6 ZBTB6 ZDHHC7 LIN_SILENCED_BY_TUMOR_MICROENVIRONMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_SILENCED_BY_TUMOR_MICROENVIRONMENT A2ML1 ADAMTS9 ADGRF1 AIF1L ALDH1A3 ANXA3 APOBEC3A ARHGDIB AZGP1 B4GALT4 C15orf48 C1orf74 CAMK2N1 CCN2 CEACAM1 CEACAM6 CLDN7 CLIC3 CRCT1 CRIM1 CST6 CTSV CXCL17 CYP4B1 DAPK1 DAPP1 DKK1 DSC2 DUSP5 EGR3 ELF3 EMP1 ENC1 EPB41L1 EPS8L1 ERBB3 FAM171B FUT1 FYB1 GABRP GAS2L3 GCNT3 GDPD3 GGT6 GPRC5A GRHL1 GRHL3 IGFL1 IKZF2 IL1RN INPP4B IVL KLK10 KLK6 KRT13 KRT23 KRT4 KRT7 KRT78 KRT81 LCN2 MALL MINDY2 MUC15 MUC16 MXD1 MYH14 MYO5B MYO6 NEBL OCLNP1 PDK4 PI3 PINK1 PLAAT3 PLEKHA7 PSCA PTGS2 RAB11FIP1 RARRES1 RHBDL2 S100P SAMD9 SCEL SH3TC2 SIK1 SLC12A6 SLC17A5 SLC20A1 SLC4A11 SLC6A14 SLCO3A1 SOX9 SPRR1A SPRR3 STS SYTL2 TACC1 TLR1 TMOD3 TRIM2 TUFT1 VGLL1 VSIG10 VSIR VSTM2L VTCN1 LIN_TUMOR_ESCAPE_FROM_IMMUNE_ATTACK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIN_TUMOR_ESCAPE_FROM_IMMUNE_ATTACK ACKR3 AKR1C3 C14orf39 CHD7 DYNAP GJB4 GPR149 HTRA1 IL2RG JAG1 KHDRBS3 MMD NPPB NRP2 PLA2G7 RGS16 ST3GAL6 TNNT2 VCAM1 LIU_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_BREAST_CANCER ANP32E CHD9 CTSB DHX16 EIF1 ERCC2 FAN1 FAU FNDC5 FTH1P5 GGTLC1 GIT2 HENMT1 HNRNPA0 HNRNPA1 IRAG1-AS1 ITGB1 KASH5 KPNB1 MAFIP MLPH MT-ND4 NCOR1 NRN1 NYX PCYT1A PTMA RASSF8 SCN8A SIGLEC1 TUBB6 ZNF470 LIU_CDX2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_CDX2_TARGETS_DN HES1 KRT1 KRT14 KRT15 KRT19 KRT9 SOX2 SPRR3 LIU_CDX2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_CDX2_TARGETS_UP AGR2 ANPEP ATOH1 CDX1 CDX4 CFD DNMT3B FABP2 FABP6 GABRR2 HEPH HOXA2 HOXA7 HOXA9 IL2RB JAG1 KLF4 KLF5 KRT20 LYZ MSI1 MUC2 MUC6 NOTCH3 NOTCH4 NPR1 NPR3 PGC PSEN2 SCT SI SOX10 TSPAN1 VDR VIL1 LIU_CMYB_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_CMYB_TARGETS_DN ATP6V1A CYB5B RHOBTB3 SERINC3 SOBP SRRM2 LIU_CMYB_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_CMYB_TARGETS_UP ABCC3 ABTB2 ACOT7 ADD3 AGA AGAP1 AK4 AKAP1 ALDH7A1 ANKRA2 ANP32E ARL4C ARRB2 ASRGL1 ASS1 BCR BNIP3L BSPRY CA12 CA8 CALML5 CASP6 CDC42EP1 CITED2 CRIM1 CRISPLD2 CSGALNACT2 CTNNAL1 CTNS CXCR4 DHRS2 DLG1 DNAJB5 DNAJB9 DUSP9 ECE1 EFHD1 EMP3 EPHX1 ESYT1 ETFDH EZH2 FABP5 FHL2 FOSL2 GDPD3 GLRX GMCL1 GMNN GREB1 GSTM3 H1-10 HBA1 HECTD4 HIGD2A HPCAL1 HSPA12A HYOU1 ICA1 ICAM3 IDS IGFBP4 IL17RB IMPA2 INSIG1 ISG20 ISYNA1 JAG1 KCNS3 KLHDC2 KRT16 LHX6 LITAF LNPEP LYPD1 MAP1LC3B MAPK3 MARCHF3 MARCHF5 MARK2 MED4 MMD MPHOSPH9 MT1F MT1H MT1X MT2A MYO10 NAB2 NAGPA NCOA1 NMRK1 NOSIP NQO1 NUCB2 NUDT1 NUMA1 OAT OVOL2 PACS2 PCOLCE2 PCTP PDCD4 PDK2 PEBP1 PHLPP1 PIM2 PLCXD1 PPDPF PPM1E PRAF2 PRKAR2B PRLR PTBP3 PXDN PYGB RAB11B RAB11FIP1 RBM47 RETREG2 RNGTT RPL23AP1 RPS6KA2 RRM2 SAC3D1 SAP30 SAT1 SATB2 SERINC5 SERPINA3 SH2D4A SIK1 SLC10A3 SLC1A4 SLC31A2 SLCO3A1 SOX9 SPG11 SPG7 SRD5A1 ST6GALNAC2 STARD5 STK17A TACC2 TGFBI TGIF1 THAP9-AS1 TIPARP TMEM30B TNKS2 TOB1 TP53I11 TRPV2 TSPAN1 USP25 VRK1 WASHC3 WDR44 WDR46 YKT6 ZER1 ZNF318 ZNF395 ZP3 LIU_COMMON_CANCER_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_COMMON_CANCER_GENES ALMS1 ANAPC16 ATF7IP ATP6V0A1 ATP8B1 B2M CCDC152 CDK13 COL11A2 CPNE9 DAP3 DBT DDX27 DDX59 ERC1 F7 FGFR1 GATAD2A GPBP1 GTSE1 HAUS2 HNRNPDL HSPE1 INTS4 LARS1 LIMD1 LRRFIP1 MT-ND3 NDUFS8 NOP56 NSMCE2 NUMBL OCIAD1 PCLAF PDE4C PDF PGF POLR1B PRDX2 PRR11 RAB11FIP1 RPL34 RPL41 SCAMP2 SERP1 SFTPB SLC35E1 SLFN5 SYNCRIP TCF7 TLE1 TMBIM4 TMEM241 TUBGCP2 UACA UBE2D4 UBXN2A USP34 WRAP53 ZC3H7B ZNF160 ZNF252P ZNF611 LIU_IL13_MEMORY_MODEL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_IL13_MEMORY_MODEL_DN BCL2L11 CBL DUSP4 IL13RA1 PFKFB2 LIU_IL13_MEMORY_MODEL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_IL13_MEMORY_MODEL_UP ARRB1 CCL26 CCL27 CCL8 CDC42 IL17RD MAP2K2 MAP3K10 MAP3K11 MAP4K1 MAPK8IP1 MKNK1 MUC5B PFKFB4 RAB4B SPRY4 UNC119 LIU_IL13_PRIMING_MODEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_IL13_PRIMING_MODEL CDYL CHMP4A CLCA1 EGFR EGR1 EMP3 ETV5 FOS GPATCH1 JAG1 JMJD6 PLK3 RAB5B SERTAD1 ZNF264 LIU_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_LIVER_CANCER AIMP2 ALB APOA2 AZGP1 BICDL2 CATSPER2 CYP8B1 DDR2 DDX31 DOK1 DSCAML1 DYRK1B ECH1 FADS3 FBXL6 FHL1 GEMIN2 IRF6 MAN1B1-DT MMP19 MUC12-AS1 NMB PPIL2 RLIM RXRG SAXO4 SERPINA1 SFXN2 SLC22A31 SZT2 THRA TMEM9B USP21 ZFPM1 ZYX LIU_NASOPHARYNGEAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_NASOPHARYNGEAL_CARCINOMA ADAM8 ANAPC16 ARPC2 B4GALT3 BTF3 CACNA1A CD4 CD59 CD74 CDC40 CYREN DDOST DDX17 DDX41 DNASE1L3 EDNRB EIF1AX ENSG00000260937 EPOR FBXW4 FOXC1 GGCX GM2A HLA-A HLA-DQA1 HMBS HSPD1 IFNA7 IGHG1 IGLC2 INPP1 IPO9 JUP LGALS1 MAFIP MAPK1IP1L MAT2A NUCKS1 OR3A3 PELI1 PHC3 PHF20 PIN4 PITPNA PRKCI RAB26 RAB8A RAC2 RAP2C RNF10 RPL3 RTF2 SEC16A SELPLG SERBP1 SESN3 SET SLC26A9 SLC44A4 SLC7A1 SMARCD1 SMDT1 SSR1 SULT1A1 TAL1 TAPBP TBL1XR1 TGFBR3 THUMPD2 UBE2L3 WIPI2 ZNF174 LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_KINASES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_KINASES_DN ACVRL1 AKT3 AXL BTK CAMK2D CAMK4 CSF1R DCLK1 DDR2 EPHA3 FGR FLT1 FLT4 HCK IRAK3 ITK JAK2 JAK3 KDR LCK LRRK2 MAPK11 NTRK2 PDGFRA PDGFRB PIK3CG PLK3 PRKACB PRKD1 PRKG1 STK17B STK32B TEK TIE1 LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_XDGS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_XDGS_DN A2M A2M-AS1 A4GALT ABCA6 ABCA8 ABCA9 ABCB1 ABCB4 ABCC3 ABCG2 ABHD3 ABI3 ABI3BP ABLIM3 ACAN ACKR1 ACP5 ACSL5 ACTA2 ACTA2-AS1 ACTG2 ACVRL1 ADA2 ADAM12 ADAM22 ADAM23 ADAM8 ADAMDEC1 ADAMTS10 ADAMTS12 ADAMTS2 ADAMTS4 ADAMTS7 ADAMTSL1 ADAMTSL2 ADAMTSL4 ADAP2 ADCY4 ADCYAP1R1 ADGRA2 ADGRB3 ADGRE2 ADGRF5 ADGRL4 ADH1B ADM ADORA2A AEBP1 AFAP1L1 AFF3 AGAP2 AGAP2-AS1 AHR AIF1 AK5 AKR1C3 AKT3 ALDH1A3 ALDH1A3-AS1 ALKAL2 ALOX5 ALOX5AP ALPK2 AMIGO2 AMPD3 AMPH ANGPT2 ANGPTL2 ANKRD22 ANKRD44 ANOS1 ANPEP ANTXR1 ANTXR2 ANXA6 AOAH AOC3 AOX1 APBB1IP APCDD1 APELA APLNR APOBEC3G APOBR APOC1 APOC2 APOC4 APOC4-APOC2 APOD APOE APOL1 APOL3 APOL4 APOL6 AQP1 AQP9 ARHGAP10 ARHGAP15 ARHGAP18 ARHGAP20 ARHGAP24 ARHGAP25 ARHGAP30 ARHGAP31 ARHGAP9 ARHGDIB ARHGEF15 ARHGEF6 ARL15 ARRDC3 ARSI ARSL ARX ASPH ASPN ASTN1 ATP10D ATP1B2 ATP2A3 ATP8A2 ATP8B4 ATRNL1 AXL B2M B3GNT9 BASP1 BCHE BCL11B BCL2 BCL2A1 BCL6B BEND4 BEND6 BGN BHLHE41 BICC1 BIN2 BIRC3 BMERB1 BMP2 BMP4 BMP6 BNC1 BTBD19 BTF3L4P2 BTK BTN3A2 BTN3A3 C10orf55 C11orf96 C12orf60 C15orf48 C16orf89 C1QA C1QB C1QC C1QTNF1 C1QTNF5 C1QTNF6 C1QTNF7 C1R C1S C1orf162 C2 C2CD4B C2CD4C C3 C3AR1 C3orf70 C3orf80 C4A C4A-AS1 C4B C4B-AS1 C5AR1 C7 C8orf88 C9 CA2 CACNA1C CACNA1G CACNA1H CACNA2D1 CACNA2D4 CACYBPP2 CADM3 CADM3-AS1 CADPS CALB2 CALCRL CALD1 CALHM5 CALHM6 CAMK2D CAMK4 CARD16 CARD6 CASC15 CASP1 CASP10 CASS4 CAV1 CAVIN1 CAVIN2 CAVIN3 CBLN2 CCBE1 CCDC102B CCDC152 CCDC68 CCDC69 CCDC80 CCDC85A CCL11 CCL19 CCL2 CCL20 CCL21 CCL8 CCN1 CCN2 CCN4 CCN5 CCND2 CCR1 CCR2 CCR5 CD14 CD163 CD163L1 CD180 CD1E CD2 CD200 CD209 CD247 CD248 CD274 CD28 CD300A CD300E CD302 CD34 CD36 CD38 CD3E CD4 CD40 CD44 CD44-AS1 CD48 CD52 CD53 CD68 CD69 CD74 CD79A CD84 CD86 CD8A CD93 CD96 CDC20B CDC42EP5 CDC42P6 CDH11 CDH13 CDH2 CDH5 CDK14 CDKN1A CDO1 CEACAM7 CEBPD CELF2 CERKL CFB CFD CFH CFI CH25H CHGB CHI3L1 CHI3L2 CHIT1 CHN1 CHN2 CHRD CHRNA1 CHST11 CHST2 CHST7 CHSY3 CILP CILP2 CIMAP1B CISH CLDN11 CLDN5 CLEC10A CLEC11A CLEC14A CLEC2B CLEC4A CLEC4E CLEC5A CLEC7A CLIC2 CLIC4 CLIC6 CLMAT3 CLMP CLVS1 CMAHP CMKLR1 CMKLR2 CMTM3 CNR1 CNRIP1 CNTN1 CNTN3 CNTN4 CNTNAP1 COL10A1 COL11A1 COL12A1 COL14A1 COL15A1 COL16A1 COL1A1 COL1A2 COL21A1 COL2A1 COL3A1 COL4A1 COL4A2-AS1 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A6 COL8A1 COL8A2 COLEC12 COMP COPDA1 COPZ2 CORIN CORO1A CORO1A-AS1 COX7A1 CP CPA3 CPE CPED1 CPNE5 CPNE8 CPP CPZ CR1 CRACR2A CREB3L1 CRISPLD2 CSF1R CSF2RA CSF2RB CSF3R CSGALNACT1 CSMD1 CSMD2 CSPG4 CST7 CSTA CTBS CTHRC1 CTSK CTSL CTSS CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL17 CXCL2 CXCL3 CXCL8 CXCL9 CXCR6 CYBB CYBRD1 CYGB CYP1B1 CYP27A1 CYP7B1 CYRIA CYS1 CYTH4 CYTIP CYTOR DAB2 DACT1 DACT3 DAPL1 DCHS1 DCHS1-AS1 DCHS2 DCLK1 DCN DDR2 DEPP1 DEPTOR DERL3 DGKI DHRS3 DHRS9 DIO2 DIPK2B DIRAS3 DKK2 DKK3 DLC1 DLK1 DLL4 DNAJB4 DNAJC12 DNM3OS DOCK10 DOCK11 DOCK2 DOCK4 DOCK8 DOK2 DOK6 DPP4 DPP7 DPT DPYD DPYSL2 DPYSL3 DPYSL4 DRAM1 DSEL DTNA DUSP1 DUSP2 DUSP5 DYNC1I2P1 DYNLT3 EAF2 EBF1 EBI3 ECM1 ECM2 ECSCR EDA2R EDIL3 EDN3 EDNRA EDNRB EEF1B2P6 EFCC1 EFEMP1 EGR1 EGR2 EGR3 EHD2 EIF2S3B EIF5A2 ELFN1 ELL2 ELMO1 ELN ELN-AS1 ELOVL2 ELOVL4 EMB EMCN EMILIN1 EMILIN2 EMP3 ENAM ENG ENOX1 ENPEP ENPP1 ENPP2 ENSG00000225032 ENSG00000233968 EOGT EPAS1 EPB41L3 EPHA3 EPS8 EPSTI1 EPYC ERAP2 ERG ERO1B ESAM ESM1 ESR1 ETS1 ETV1 EVA1C EVI2A EVI2B EXOC3L1 F13A1 F2R F5 FABP4 FAM13C FAM171B FAM20A FAM43A FAM78A FAM81B FAM83B FAM89A FAP FAS FAT4 FBLN5 FBN1 FBXL7 FBXO32 FCER1G FCGR1A FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B FCHO2 FCMR FCN1 FERMT3 FEZ1 FGD2 FGD5 FGF1 FGF13 FGF7 FGL2 FGR FHL2 FHOD3 FIBIN FILIP1L FKBP14 FKBP1C FKBP5 FKBP7 FLI1 FLRT2 FLT1 FLT3LG FLT4 FMO1 FMO2 FMO3 FN1 FNDC1 FNDC4 FOLR2 FOS FOSB FOXF1 FOXF2 FOXL1 FPR1 FPR3 FRMD3 FRMD6 FST FSTL1 FTH1P10 FTH1P2 FTL FTLP3 FXYD5 FYB1 FZD1 G0S2 GAB3 GABRB3 GADD45B GAL3ST4 GALNT15 GALNT18 GALNT5 GAS1 GAS6 GAS6-AS1 GAS6-DT GASK1B GASK1B-AS1 GATA4 GATA6 GATM GBP2 GBP4 GBP5 GDF6 GDNF GEM GFPT2 GFRA1 GGT5 GGTA1 GHR GIMAP1 GIMAP2 GIMAP4 GIMAP5 GIMAP6 GIMAP7 GIMAP8 GJA1 GJB2 GJB6 GLI1 GLIPR2 GLRX GLT8D2 GMFG GNA15 GNB4 GNG11 GNG2 GNG4 GPC6 GPM6A GPNMB GPR132 GPR137B GPR176 GPR183 GPR34 GPR4 GPR65 GPR68 GPR78 GPR84 GPR84-AS1 GPR85 GPRASP1 GPRIN3 GPSM3 GPX8 GRAP GREM1 GRIK3 GRK3 GRK5 GSDMC GSDME GSPT2 GSTM5 GTSF1 GUCY1A1 GUCY1A2 GULP1 GYPC GZMA GZMK H19 HAND2 HAPLN1 HAS2 HAVCR2 HBA1 HBA2 HBB HBEGF HCAR2 HCG4B HCK HCLS1 HCP5 HCST HECW2 HEG1 HEPH HEY1 HEYL HGF HHIP HHIPL1 HIC1 HK3 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DPA1 HLA-DPB1 HLA-DPB2 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB1-AS1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-DRB6 HLA-E HLA-F HLA-H HLA-J HLA-K HLF HLX HMCN1 HMGN2P5 HMOX1 HNMT HOPX HOXA-AS2 HOXC12 HOXC6 HOXD10 HP HS3ST1 HS3ST3A1 HS3ST3B1 HS6ST2 HSD11B1 HSD17B11 HSPA12B HSPA7 HSPB8 HTR2B HTRA1 HTRA3 HYCC1 ICAM1 ICAM4-AS1 ICAM5 IDO1 IFFO1 IFI16 IFI30 IFIT2 IFIT3 IFNGR1 IGDCC4 IGF1 IGFBP4 IGFBP7 IGFBP7-AS1 IGHA1 IGHA2 IGHG1 IGHG2 IGHG3 IGHG4 IGHGP IGHJ6 IGHM IGHV1-18 IGHV1-2 IGHV1-24 IGHV1-3 IGHV1-46 IGHV1-69 IGHV2-26 IGHV2-5 IGHV3-11 IGHV3-15 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-66 IGHV3-7 IGHV3-74 IGHV4-31 IGHV4-39 IGHV4-59 IGHV5-51 IGKC IGKJ1 IGKJ2 IGKJ3 IGKJ4 IGKJ5 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-5 IGKV1-9 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-11 IGKV3D-15 IGKV3D-20 IGKV4-1 IGLC1 IGLC2 IGLC3 IGLJ1 IGLJ2 IGLL5 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV3-1 IGLV3-10 IGLV3-19 IGLV3-21 IGLV3-25 IGLV5-45 IGLV6-57 IGSF6 IKZF1 IL10RA IL15 IL15RA IL16 IL18 IL18R1 IL1B IL1RN IL21R IL2RA IL2RB IL2RG IL32 IL33 IL3RA IL4R IL6 IL6ST IL7 IL7R INHBA INMT INPP4B INPP5D IRAG1 IRAG2 IRAK3 IRF1 IRF8 IRS1 ISLR ISM1 ITGA1 ITGA11 ITGA2 ITGA4 ITGA5 ITGA8 ITGAL ITGAM ITGAX ITGB1P1 ITGB2 ITGB6 ITGBL1 ITIH3 ITK ITM2A ITM2B ITPR1 ITPR2 ITPRIP JAK2 JAK3 JAM2 JAM3 JAML JAZF1 JCAD JCHAIN JPH4 JUNB KANK3 KCNA5 KCNA6 KCNAB2 KCND2 KCND3 KCNE4 KCNJ2 KCNJ8 KCNK13 KCNK3 KCNK6 KCNMB1 KCNS3 KCNT2 KCTD12 KDR KIF17 KITLG KLF2 KLF6 KLF9 KLHDC1 KLHDC7B KLHL4 KLHL6 KLRG1 KYNU LACC1 LAG3 LAIR1 LAMA2 LAMA4 LAMB1 LAMP5 LAMP5-AS1 LAPTM5 LAT2 LCK LCN2 LCP1 LCP2 LDAF1 LDB2 LDLRAD4 LGALS1 LGALS2 LGALS9 LHFPL2 LHFPL6 LHX9 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LIN7A LINC00511 LINC01018 LINC01094 LINC01140 LINC01614 LINC01929 LIPA LITATS1 LMO2 LMOD1 LOX LOXL2 LOXL2-AS1 LPAR5 LPAR6 LPL LPXN LRCH2 LRP1 LRRC15 LRRC17 LRRC25 LRRC32 LRRC4B LRRC55 LRRC8C LRRK2 LRRN3 LRRN4CL LSP1 LST1 LTBP2 LUM LXN LY86 LY96 LYL1 LYPLAL1 LYSMD2 LYVE1 LYZ LZTS1 MAF MAFF MAGEL2 MAGI2-AS3 MAN1A1 MAN1C1 MAN2A1 MANEA MAOB MAP1B MAP1LC3A MAP3K4-AS1 MAPK11 MAPRE2 MARCHF1 MARCHF3 MARCO MATN3 MCC MCTP1 MDFIC ME1 MEDAG MEF2C MEG3 MEGF10 MEIS2 MEIS3 MFAP4 MFNG MFRP MGLL MGP MIAT MICU3 MIR100HG MLKL MME MMP1 MMP11 MMP13 MMP14 MMP16 MMP19 MMP2 MMP9 MMRN1 MMRN2 MN1 MNDA MORF4L1P1 MOXD1 MPEG1 MPP1 MRAP2 MRC2 MRGPRF MS4A4A MS4A6A MS4A7 MSC MSC-AS1 MSN MSR1 MSRB3 MT-TM MT1E MT1G MT1H MT1M MT2A MTUS1 MXRA8 MYCT1 MYH11 MYO1F MYO1G MYOCD MZB1 NAAA NALF1 NAMPTP1 NAP1L3 NAV3 NBL1 NCF2 NCF4 NCKAP1L NDN NDNF NDUFB4P12 NECAB1 NEFH NEGR1 NEXN NFAM1 NFASC NFATC2 NIBAN1 NID1 NID2 NIPAL2 NKD2 NKG7 NKX3-1 NLGN4X NLRC3 NLRC4 NLRC5 NLRP1 NLRP3 NME5 NNMT NOD2 NOTCH4 NPL NPR3 NPTX2 NPY1R NR1H4 NR3C1 NR4A1 NR4A1AS NR4A3 NR5A1 NR5A2 NRK NRP1 NRP2 NRP2-AS1 NRROS NRXN2 NT5E NTM NTRK2 NTS NUDT10 NUDT11 NUPR1 ODAD2 OGFRL1 OGN OLFM1 OLFM4 OLFML1 OLFML2B OLFML3 OLR1 OMD OR2I1P OSBPL6 OSCAR OSM OSMR OSTM1 P2RX7 P2RY1 P2RY8 P3H3 PAEP PAG1 PAIP1P2 PALLD PAMR1 PAPPA PAPSS2 PARM1 PARVG PCDH12 PCDH17 PCED1B PCED1B-AS1 PCK1 PCOLCE PCOLCE-AS1 PCOLCE2 PCSK6 PCYT1B PDCD1LG2 PDE10A PDE1A PDE1B PDE2A PDE3B PDE4B PDE5A PDE7B PDGFD PDGFRA PDGFRB PDGFRL PDIA3P2 PDK4 PDLIM3 PDLIM5 PDPN PDZD4 PDZK1IP1 PDZRN4 PEAR1 PEG3 PELATON PGR PHLDA1 PHLDB2 PI15 PID1 PIEZO2 PIK3AP1 PIK3CG PIK3R5 PITX2 PKIA PKIB PLA2G2A PLA2G2D PLA2G4C PLA2G7 PLA2R1 PLAAT4 PLAGL1 PLAT PLAU PLAUR PLCB2 PLCL1 PLCXD3 PLD1 PLD4 PLEK PLEKHO2 PLK3 PLN PLOD2 PLPP4 PLPPR3 PLPPR4 PLS3 PLSCR4 PLVAP PLXDC1 PLXNC1 PMP22 PNMA2 PODN PODNL1 POGLUT2 PON3 POSTN POU2AF1 POU2F2 PPM1L PPP1R16B PPP1R2P4 PPP2R2B PPP2R2C PPP3CC PRCD PRDM1 PRDM6 PRDM8 PRELP PREX2 PRF1 PRICKLE2 PRKACB PRKCB PRKD1 PRKG1 PROCR PROS1 PROX1 PRRG3 PRRX1 PRSS35 PSD3 PSMB10 PSMB8-AS1 PSMB9 PSTPIP1 PTAFR PTEN PTGDS PTGER2 PTGER3 PTGES3P3 PTGIS PTGS2 PTHLH PTN PTPN22 PTPN5 PTPN7 PTPRB PTPRC PTPRE PTPRN2 PTPRO PWWP3B PXDNL PYCARD PYCARD-AS1 PYGO1 QPCT RAB27B RAB31 RAB3IL1 RAB42 RAB6C RAB8B RAC1P2 RAC2 RAMP1 RAMP2 RAMP3 RAP1BL RARB RARRES1 RARRES2 RASA3 RASAL3 RASGRF2 RASGRP2 RASGRP3 RASIP1 RASSF2 RASSF4 RBMS3 RBP7 RBPMS-AS1 RCAN2 RCN3 RCSD1 RECK RERG RFTN1 RFTN2 RGCC RGL1 RGS1 RGS16 RGS2 RGS4 RGS5 RGS7BP RHOB RHOBTB3 RHOH RHOJ RIMBP2 RIPOR2 RNASE6 ROBO2 ROBO4 RORA RPL10P16 RPL12P4 RPL13AP5 RPL13P12 RPL15P3 RPL17P36 RPL17P7 RPL18AP3 RPL21P16 RPL26P19 RPL26P36 RPL39P3 RPL3P4 RPL41P1 RPL5P1 RPL5P4 RPL7AP6 RPL7P1 RPL9P7 RPS13P2 RPS23P8 RPS27AP11 RPS27L RPS2P5 RPS3AP21 RPS3AP26 RPS3AP6 RRAGD RRAS RTN1 RTN4RL2 RUBCNL RUNX1 RUNX1T1 RUNX2 S100A8 S100A9 S1PR1 SAA1 SAA2 SAA2-SAA4 SAMD5 SAMD9L SAMSN1 SASH3 SAT1 SATB1 SATB2 SBSPON SCARF1 SCARF2 SCG2 SCG5 SCIMP SCIN SCN1B SCN7A SCN9A SCUBE1 SCUBE2 SDC2 SDS SECTM1 SELENOM SELENOP SELL SELP SELPLG SEMA3C SEMA5B SEMA6B SEPTIN11 SEPTIN4 SEPTIN7P3 SERPINA1 SERPINA3 SERPINB1 SERPINB2 SERPINB8 SERPINB9 SERPINE1 SERPINE2 SERPINF1 SERPING1 SERPINI1 SETD7 SFMBT2 SFRP1 SFRP2 SFRP4 SFXN3 SGCD SGK1 SGPP1 SH2B3 SH2D3C SH3BGRL SH3RF3 SHC2 SHE SHISA2 SHOX2 SIDT1 SIGLEC1 SIGLEC10 SIGLEC7 SIGLEC9 SIRPA SIRPB1 SIRPB2 SKAP2 SLA SLAMF7 SLAMF8 SLC11A1 SLC12A5-AS1 SLC16A14 SLC16A2 SLC16A3 SLC16A6 SLC16A7 SLC18A2 SLC1A1 SLC1A6 SLC24A3 SLC2A13 SLC2A3 SLC2A5 SLC31A2 SLC37A2 SLC38A5 SLC40A1 SLC43A1 SLC46A3 SLC47A1 SLC4A4 SLC7A2 SLC7A7 SLC9A9 SLCO2A1 SLCO2B1 SLFN11 SLIT2 SLITRK2 SLITRK4 SLITRK5 SLPI SMARCA2 SMIM3 SMOC2 SMPDL3A SNAI2 SNAP25 SNCA SNCAIP SNHG28 SNRPA1-DT SNX10 SNX20 SOCS2 SOCS3 SOD3 SOX18 SP140 SP6 SPARC SPARCL1 SPART SPATA18 SPHK1 SPI1 SPIB SPN SPOCK1 SPON2 SPP1 SPRED1 SQOR SRGN SRPX SRPX2 SSC5D SSTR1 ST3GAL5 ST8SIA1 ST8SIA4 STAB1 STAMBPL1 STAR STARD13 STARD5 STARD8 STAT4 STEAP2 STEAP4 STING1 STK17B STK32B STOM STX11 SUCNR1 SULF1 SULF2 SULT1C4 SVEP1 SYCE1 SYDE1 SYNE1 SYNPO SYNPO2 SYPL2 TACC1 TAFA2 TAGAP TAGLN TAGLN2P1 TAP1 TARID TBC1D4 TBX15 TBX18 TBX3 TBXAS1 TCEAL7 TCF21 TCF4 TCIM TDO2 TEK TENM3 TESC TFEC TFPI TG TGFA TGFB1I1 TGFBI THBD THBS1 THBS2 THSD1 THSD7A THSD7B THY1 THY1-AS1 TIE1 TIGIT TIMP1 TIMP2 TIMP3 TIPARP TLE4 TLL1 TLR1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TM4SF18 TM6SF1 TMEM119 TMEM150C TMEM154 TMEM158 TMEM176A TMEM176B TMEM200A TMEM204 TMEM215 TMEM255A TMEM26 TMEM273 TMEM47 TMEM86A TMEM98 TMIGD3 TMOD2 TNFAIP3 TNFAIP6 TNFAIP8 TNFAIP8L2 TNFAIP8L3 TNFRSF11A TNFRSF11B TNFRSF14 TNFRSF18 TNFRSF1B TNFRSF4 TNFRSF8 TNFRSF9 TNFSF10 TNFSF13B TNFSF8 TPBG TPSAB1 TPSB2 TPST2 TRABD2A TRABD2B TRBC2 TREM1 TREM2 TRIL TRIM22 TRIM47 TRPA1 TRPC6 TRPS1 TRPV2 TSHZ1 TSHZ2 TSHZ3 TSPAN5 TSPAN8 TTYH2 TWF1P1 TWIST1 TYMP TYROBP UBA7 UBD UBE2QL1 UNC5C UPP1 VAMP5 VAT1L VCAM1 VCAN VCAN-AS1 VGLL3 VIM VIM-AS1 VIT VNN1 VNN2 VSIG4 VSIR VSNL1 VSTM4 VWA1 VWA5A VWC2 VWF VWFP1 WAS WASF3 WDFY4 WDR17 WFDC1 WFDC21P WIPF1 WNT5A WNT5B WSCD1 WTAPP1 XYLT1 ZBTB16 ZCCHC24 ZEB1 ZEB2 ZFHX4 ZFP36 ZFPM2 ZNF365 ZNF469 ZNF521 LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_XDGS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_OVARIAN_CANCER_TUMORS_AND_XENOGRAFTS_XDGS_UP ADGRL1 ADGRL1-AS1 ADRA1B AFG3L1P AHCTF1P1 ALPL ANK1 ANXA2P2 ARHGEF34P ARMC10P1 ARPC3P3 ATF4P3 ATF4P4 BANF1P3 BPTFP1 BRD7P2 BZW1P2 CCDC150 CCNF CELSR3 CEP170P1 CHCHD2P9 CICP27 CIT CLCNKA CLDN9 CLSPN CNGB1 COX6A1P2 CPLX2 CSNK2A3 CYSRT1 DACT2 DDX12B DDX12P DGKZP1 DHFRP1 DISP3 DLX4 DNAH10OS DNAJB6P1 DSCAM-AS1 DSTNP3 DUX4L27 EEF1A1P6 EEF1B2P3 EIF1AXP1 EIF2S2P4 EIF3CL EIF3LP2 EIF4A1P10 EIF4BP6 EIF4BP7 EIF4EP2 EIF4HP1 ENSG00000235036 ENSG00000262884 ESPL1 EVPLL FABP5P7 FAM215B FAM3C2P FAR2P1 FBN3 FGB FOXB1 FOXI3 GCSHP5 GDI2P2 GGT2P GMPSP1 GOLGA2P5 GPAT4-AS1 GPC1-AS1 GRIN2B H2BC12L H3-5 HASPIN HMGB1P5 HMGB1P6 HNRNPA1P10 HNRNPA1P7 HNRNPA3P6 HNRNPCP2 HS6ST1P1 HSP90AB3P HSPB1P1 HSPD1P1 ID1 IGSF23 JRK KCNH3 KIF12 KIF18B KIFC1 KRT8P3 KSR2 LCN10 LEMD1-DT LHX4 LINC00265 LINC00319 LINC00664 LINC00958 LINC01001 LINC01089 LINC01224 LINC01609 LINC01873 LINC02067 LINC02108 LINC02593 LY6G5B MAGEC2 MAP3K9 MEMO1P1 MGAT5B MIR1302-9HG MIR29B2CHG MIR4664 MIR600HG MKI67 MKRN3 MT-TH MT-TL2 MT-TS2 MTX1LP MXRA7P1 MYBL2 MYOM3 NAT8L NECTIN1 NINL NPM1P27 NPM1P7 OBSCN OCLNP1 OVOL1 P2RY2 PABPC3 PACSIN1 PALM3 PAX2 PAX8-AS1 PBX2P1 PCBP2P2 PDIA3P1 PFN1P1 PFN1P11 PGAM4 PHC1P1 PIF1 PLEKHG4B PLXNA4 POLR2J4 POMK PPIAP22 PPP1R14BP3 PROX2 PRPS1P2 PRR13P5 PSMA6P1 PSMC1P1 RAB6D RALGAPA1P1 RAMACL RANBP1P1 RANP1 RAP1GAP2 RASSF10 RBM25-AS1 RCOR2 RD3 RECQL4 RNFT2 RNPS1P1 RPL10P6 RPL10P9 RPL22P1 RPL23AP42 RPL24P4 RPL26P30 RPL31P4 RPL35P2 RPL36AP37 RPL3P2 RPL4P4 RPL4P5 RPL6P10 RPL6P27 RPL7AP30 RPL7P9 RPLP0P11 RPLP0P9 RPS24P19 RPS27AP16 RPS27AP5 RPS27P3 RPS27P4 RPS7P10 RPS7P11 RPSAP15 RPSAP54 RTN3P1 SBK2 SERBP1P1 SERBP1P5 SETP14 SIAH3 SKIDA1 SLC28A2 SNORD86 SNRPGP15 SPAG5 SPCS2P4 SPTBN5 SRP9P1 SRSF6P2 SSUH2 ST13P6 STAG3L3 STAG3L5P SULT1A3 SUMO2P1 SUMO2P21 TCEA1P2 TGM7 THAP12P7 TICRR TLK2P1 TMEM183BP TPM3P5 TROAP TUBA5P TUBAP2 TUBBP1 UBE2SP2 UBQLN4P1 UCA1 UCA1-AS1 ULBP3 VDAC2P5 WASH4P WDR62 XKR7 XRCC6P2 YBX1P1 YTHDF2P1 YWHAZP3 YWHAZP5 ZDHHC8BP ZNF114 LIU_PROSTATE_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_PROSTATE_CANCER_DN ABCC3 ACAA2 ACACB ACKR3 ACOX2 ACTA2 ACTG2 ADAM33 ADAMTS5 ADCY4 ADCY9 ADGRA2 AEBP1 AHNAK2 AHSA2P AJUBA AKAP12 AKR1B1 ALDH2 ALDH3A2 AMY1A ANGPTL1 ANGPTL2 ANK2 ANKDD1A ANKRD35 ANO1 ANXA2 ANXA2P2 AOC1 AOC3 AOPEP AQP3 ARHGAP23 ARHGEF40 ARL10 ARMCX4 ASB3 ATP1A2 ATP2B4 BCL2 BDH2 BEND5 BNIP2 BTG3 BTN2A1 C12orf75 C14orf28 C1QTNF1 C1R C1S C2orf68 C2orf88 CACHD1 CALD1 CAPG CARMN CASP1 CAV1 CAV2 CAVIN1 CCDC136 CCDC50 CCK CCND2 CD248 CDC42EP3 CEACAM6 CELSR2 CERK CFD CFL2 CHN1 CHRDL1 CHST2 CIBAR1 CLIC4 CLIC6 CLIP4 CLMP CLU CNRIP1 COCH COL13A1 COL14A1 COL16A1 COL1A2 COL27A1 COL4A1 COL4A2 COL4A6 COL5A1 COL6A1 COL7A1 COL9A1 CORO1C CPAMD8 CPLX3 CRABP1 CRABP2 CRIM1 CRISPLD2 CRYAB CSRP1 CSRP2 CTSB CX3CL1 CXCL17 CYP3A5 CYP3A7 CYP4B1 CYP4F8 CYS1 DAB2IP DDB2 DDR2 DENND2B DES DKK3 DMD DMKN DNAAF9 DNM3OS DOK4 DPT DPYSL3 DSC3 DSE DST DTNA DUOX1 ECHDC1 ECRG4 EEF2K EFEMP1 EFEMP2 EFS EHD2 EHF ENAH ENO2 EOGT EPAS1 EPB41L3 EPHA2 EPHA7 ETS2 EVA1C EYA4 FADS1 FAM83D FBLN5 FBN1 FBXO17 FBXO2 FCGBP FCHSD2 FERMT2 FEZ1 FGD5 FGFR1 FGFR2 FHDC1 FHL1 FHOD3 FLNA FLNC FLRT3 FOXF1 FOXQ1 FRMD6 FXYD6 FYN FZD7 GABRE GALNT10 GAS6 GATA3 GATM GBP2 GJA1 GJC1 GLIS1 GNAL GPC6 GPD1L GPLD1 GPM6B GPR155 GPR161 GPR87 GPRASP1 GPX2 GRHL1 GRK5 GSTA1 GSTM1 GSTM3 GSTP1 GYPC H3-3B HEPH HLA-E HLF HOXD10 HOXD13 HSPB1 HSPB8 HSPG2 ICA1L ID1 ID4 IGF2 IL33 INAVA INPP1 IRAG1 ISYNA1 ITGA1 ITGA2 ITGA8 ITGA9 ITGB6 ITIH5 JAZF1 KANK2 KCNJ3 KCNJ8 KCNMA1 KIRREL1 KIT KITLG KLF11 KLF8 KLHL29 KRT13 KRT14 KRT15 KRT17 KRT19 KRT23 KRT5 KRT7 KSR1 LAMA4 LAMB1 LAMB2 LAMB3 LAPTM4B LAYN LCAT LDHB LGALS1 LINC00844 LMAN1L LMOD1 LPAR1 LPCAT4 LSAMP LTBP1 LYST MAGI2-AS3 MAP1B MARVELD1 MASP1 MCAM MECOM MEG3 MEIS1 MELTF MET MFSD2A MIR100HG MIR205 MME MPZL2 MR1 MRAS MRC2 MRGPRF MSRB3 MUC4 MXRA7 MYH11 MYL9 MYLK MYO15B MYOCD MYOF MYZAP NAP1L1 NAV2 NBL1 NCAM1 NDNF NEFH NELL2 NEMP1 NEURL1B NEXN NHS NHSL2 NID1 NLRP1 NNT NPR2 NR3C2 NTN4 OPTN OSR2 OTULIN P3H3 PALLD PARP6 PCAT4 PCDH7 PCDH9 PDE4A PDGFC PDGFD PDK4 PDLIM1 PDLIM4 PENK PER3 PEX14 PGAP4 PGF PGM5 PGM5-AS1 PGR PIK3R1 PKD2 PLAGL1 PLAU PLCL1 PLEKHA2 PLEKHH2 PLLP PLPP3 PMP22 PNMA8A PODN PPIC PPP1R12A PPP1R12B PPP3CC PRELP PREX2 PRICKLE2 PRIMA1 PRRT2 PRRX1 PRSS23 PTGDS PTGER2 RAB34 RAP1A RARRES2 RASL12 RAVER2 RBM33 RBMS1 RBP1 RBP4 RBPMS RCAN2 RHOJ RIMKLB ROBO1 S100A4 S100A6 S100PBP SALL3 SBSPON SCGB1A1 SCGB3A1 SCPEP1 SCRG1 SCRN1 SCUBE2 SDC1 SEMA3E SEMA6D SEMG1 SEMG2 SERPINA5 SERPINF1 SGCE SGPP2 SH3BGRL SH3GLB1 SH3PXD2A SH3PXD2B SLC14A1 SLC16A14 SLC18A2 SLC24A3 SLC25A12 SLC47A1 SLC4A11 SLC6A6 SLCO3A1 SLFN5 SLMAP SMOC1 SNAI2 SNORD123 SNX7 SORBS1 SORBS2 SOSTDC1 SPARC SPATA18 SPEG SPON1 SRD5A2 SRPX SRSF11 SSPN SSX2IP ST6GALNAC2 STARD4 STOM STOX2 SVIL SYNGR1 SYNPO2 TACC1 TAGLN TBC1D1 TCEAL2 TFCP2L1 TGFB1I1 TGFB2 TGFB3 TGFBR3 TIMP2 TIMP3 TLE2 TMEM100 TMEM185A TMEM200B TMEM237 TMEM35A TMT1A TNRC6A TNS1 TNS4 TP63 TPM1 TPM2 TPST1 TRAF5 TRIM29 TRIP6 TRO TRPC4 TSC22D3 TSLP TSPAN18 TTC28 TTLL3 TUB TUBA1A TUBA4A TUBB6 TXNL1 U2SURP UBA7 UBE2QL1 UNC5B VAMP5 VANGL2 VAV3 VCL VEGFA VSTM4 WDR1 WDR33 WFDC1 WFDC2 WFS1 WIF1 WNT2B ZBTB47 ZCCHC14 ZNF204P ZNF395 ZNF398 ZNF536 ZNF75D ZNF827 LIU_PROSTATE_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_PROSTATE_CANCER_UP ABCC4 AKR1A1 ALDH1A3 AMACR APRT ARHGEF26 ATF6B BCAM BEND4 BZW2 C9orf152 CADM1 CALR CAMKK2 CANT1 CCL3 CCNG2 CLDN8 CREB3L1 DANCR DNAH5 DNPH1 ECI2 EDRF1 EIF2AK1 EIF4A1 ELK1 ENTPD5 ENTPD6 EPCAM FARP1 FBP1 FLJ20021 FNIP2 GADD45G GALNT7 GDF15 GGCT GJB1 GLYATL1 GMDS GOLM1 GUCY1A1 H2AC25 HID1 HOXC6 HPN ICA1-AS1 IMPA1 LRIG1 LYPLA1 MAP2K6 MARCKSL1 MTHFD2 MYO6 NLE1 NME2 OR51E2 PCA3 PDIA5 PDLIM5 PPM1E PPP1R14B PPP1R9A PPP3CA PTP4A3 PTRHD1 PYCR1 RAB17 RAB3D RAP1GAP REPS2 RNF41 RPL22L1 SAMD5 SEL1L SERP1 SH3RF1 SIM2 SLC19A1 SLC35B2 SLC43A1 SNORD60 SOX4 SOX9 SRPRB ST14 TBC1D4 TMEM161A TMTC4 TP53 TP53INP1 TRGC1 TRIB1 TRIM68 TRPM4 TSPAN13 UAP1 VSTM2L LIU_SMARCA4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_SMARCA4_TARGETS AHNAK ANGPTL4 ATP8B5P BCAM BST2 CA10 CAMK2N1 CCL2 CD53 COL3A1 CRYAA CRYAB CSF1 DHRS3 EBF4 ECM1 EGFLAM GDF15 GPRC5A ID3 IFI27 IFITM1 IFITM2 IGF1 IL32 ITPR3 LGALS3BP LGALS9 LINC00867 LINC02532 LPCAT2 LRRC61 MKX MMP2 NOS1 NUPR1 PARVA PIPOX PODXL S100A13 SLC15A2 SLC25A3P1 SPARC SPRY4 TAGLN TAGLN3 TMEM130 TMEM44 UPP1 VSIR LIU_SOX4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_SOX4_TARGETS_DN ABHD14A ABHD17A ACY1 ADGRG1 AFG2B AGAP2 AIDA AK2 AKAP17A AKR7A2 ALKBH6 AMACR ANKLE2 AP2S1 APLP2 ARFGEF3 ARIH2 ARMH3 ARPC1A ARPC3 ASPH ATF6 ATP6AP1 ATP9B B4GALT6 BAG6 BCL2L2 BCLAF1 BICD2 BNIP3 BTG3 CAMSAP2 CAPN15 CARS1 CBFA2T2 CBR1 CCND3 CCNG2 CCPG1 CDK16 CDK2 CEBPD CHAC1 CHEK2 CHFR CHKB COX7B CPT1A CTDP1 CUL3 CUL4B CYB5B DAZAP2 DBI DDT DDX11 DECR1 DEXI DFFA DGKZ DHX9 DIMT1 DIS3 DLAT DLG1 DOCK1 DUS1L DYRK3 EGLN1 EHF EIF3A EIF3C EIF4E2 ELF5 ENO1 ENPP4 EP400 EPRS1 ERI3 ETV6 FAF1 FAM13A FAM83H FECH FEM1B FLOT2 FSTL3 FUBP1 FUT11 FUT6 FZR1 GAA GART GAS8 GEMIN2 GMPR2 GNL3L GPATCH2 GPI GRB7 GRN GSE1 GTF3C2 HDLBP HECTD4 HIPK3 HMGA1 HMGCS2 HNRNPU HOXB13 HPS1 HSPA1A HSPA8 IL15RA INF2 IRF9 ITGB1BP1 ITPK1 ITPR3 ITSN2 KCNE1 KCTD15 KDM6A KIAA0319L KIF5C KXD1 LARP1 LDHA LILRB3 LIMK2 LONP1 LPCAT3 LRP5 MAGOH MAP3K4 MAP4 MAPK14 MAPK9 MAPT MECP2 MED6 MED7 MELTF MEN1 MGAT4B MICAL3 MKNK2 MMS19 MOCS3 MRPS12 MSH6 MTA1 MTF2 MTHFD1L MTMR3 MUS81 MVK NCOA6 NDC1 NDUFS7 NFIX NKX3-1 NME2 NME3 NOL7 NOLC1 NSUN5 NUP58 OPA1 P2RX4 PAFAH1B1 PBX1 PCGF6 PDCD4 PDK1 PDLIM5 PEX11A PFKL PGGT1B PI4KA PIAS2 PKN1 PLEKHF2 PMPCA PNPLA4 POLG2 PPAT PPFIA1 PPFIBP1 PPIL2 PPOX PPP1R9B PPP2R2A PRB3 PRDX3 PRKCH PRMT1 PRPF8 PRRG4 PSMC3IP PSME3 PSMG1 PSPH PTBP1 PTGFR PUDP PUM1 RAB14 RAB31 RAB3D RAD1 RAF1 RASSF7 RBBP6 RBCK1 RBM10 RC3H2 RFC3 RGS14 RGS2 RNF41 RPL13 RPN1 RPS28 RPS6KB2 SAPCD2 SCAMP1 SCAMP4 SCNN1A SELENOT SERBP1 SFRP5 SGPP1 SHROOM3 SIN3B SIVA1 SKP2 SLC25A11 SLC35F5 SLC44A1 SMARCA2 SMARCA4 SMARCD3 SMC3 SMPD4 SMYD3 SNHG14 SNX19 SORBS3 SOX12 SPATS2 SPG7 SRF SRP72 SRRM1 SRSF1 SRSF5 SSX2IP ST7 STAG2 STAU1 STIL STIP1 SURF6 SYPL1 TBC1D5 TBC1D9B TBCE TCP1 TFPI TMED2 TMEM135 TMEM259 TMEM80 TMF1 TMX1 TNFSF13 TNRC6B TPD52 TPP1 TRAF4 TRAK1 TRIOBP TSC22D3 TUBA1A TUSC3 TWF1 UBA6 UBE2G2 UBE2J1 UBE2M UBE3B UBE3C UFL1 UROS USP10 USP21 USP34 USP5 VAMP3 VDAC3 VEGFA WBP2 WDR26 WDR55 WSB1 YDJC ZDHHC21 ZNF512B ZNF654 LIU_SOX4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_SOX4_TARGETS_UP ADAM10 AGO1 ARHGAP19 ARL4D ATF6B ATP2B4 ATP7A ATR ATRX BCL10 BMPR2 BPGM BRAP BTN3A3 C1orf115 CD24 CES2 CLUAP1 COMMD2 COX7C CREBRF CSF1 CTAGE9 CTTNBP2NL CUX1 DDX18 DENND5A DICER1 DMAC2L DST DUSP5 E2F3 EGFR ELAVL4 ELK3 EMC1 ENPP4 ENPP5 EPDR1 ERLIN2 FAM107B FCN3 FEZ1 FGF6 FUT8 FYCO1 GABARAPL1 GLP1R HBEGF HBP1 HPN HSDL2 IL10RB IL6R ILDR1 INTS9 ISG20 KBTBD4 KIAA0586 KIFC3 KLHL24 KLRC1 LASP1 LEF1 LGMN LHFPL2 LIF LITATS1 LTN1 MAN2A1 MBP MLYCD MORF4L1 MPPE1 NCOA4 NSUN3 PDE6D PDE8A PDGFA PDS5A PLK2 PLPP3 POLDIP3 PPP1CB PPP2R1B PPT2 PRDM2 PRDX6 PRSS23 PTP4A3 PXDN RANBP10 RB1CC1 RBKS RGPD5 RNF213 RP2 RRM2B RYK SLC33A1 SLC5A3 SORL1 SOX4 SOX9 SPSB3 STAM STN1 SUGP1 SUSD6 SWAP70 TBC1D13 TBL1X TBXT THBS1 THRB TLE1 TMED1 TMED10 TMEM143 TMEM158 TMEM184B TMSB10 TNFRSF21 TNFSF10 TSC22D2 TSPAN31 TUBA1A TUT4 UBA3 USP31 USP43 VPS8 VRK2 WBP1L WWTR1 YPEL5 ZFAND6 ZNF281 ZNF318 LIU_TARGETS_OF_VMYB_VS_CMYB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_TARGETS_OF_VMYB_VS_CMYB_DN ADRB2 ARHGAP24 CCL20 CCNA1 CDC42SE2 CERS6 CHSY1 CLEC5A CMAHP COL4A2 CSF2 CSGALNACT1 DALRD3 DENND10P1 EAF2 EHD1 FAM107B FAM117A GATA3 GNG2 GPR18 IL12B IL23A IL6 KCNA3 KLF5 LINC01215 MAPKAPK2 NKG7 NPIPA1 NRIP3 OXTR PALLD PTPRJ PXK S1PR3 SLC38A1 TFPI2 TM4SF1 TPSAB1 TSC22D3 USP31 VCAN YBX3 LIU_TARGETS_OF_VMYB_VS_CMYB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_TARGETS_OF_VMYB_VS_CMYB_UP AGXT2 C20orf203 CASQ1 CD109 CNBD1 FAM210A FGL2 IL18BP LIPA MYOM3 NAXE PPP1R14D RAB11FIP3 SBSPON WLS ZNF385D LIU_TOPBP1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_TOPBP1_TARGETS AQP3 COQ8A E2F5 ERBB4 HIC1 IGFBP3 MDM2 MPZL2 PAX5 RECQL5 SMR3B TCL6 TP53INP1 TP73 LIU_VAV3_PROSTATE_CARCINOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_VAV3_PROSTATE_CARCINOGENESIS_DN C1R CCN2 CLU CREM GAD2 GPHA2 HDAC7 HSPA5 IFNA7 ITGB1 NR4A2 PPT2 PSAT1 PTGS1 RASGRP1 SYVN1 TH LIU_VAV3_PROSTATE_CARCINOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_VAV3_PROSTATE_CARCINOGENESIS_UP ABCB4 ACTC1 ADIPOQ AGTR1 AMD1 APOD ARG1 ARHGDIB BCL2A1 C1QA C3 C4B CASP1 CCL11 CCN3 CCND2 CD1D CD36 CD74 CDKN2C CFH CTSK CTSS CYBB EDNRB EPHA4 FABP3 FABP4 FBLN1 FCER1G FN1 FUS GBP2 GPNMB GPX3 HDAC9 HPR IBSP IFIT3 IGF1 IGHM IGKC IRF1 ITGB2 ITGB6 KLK3 KRT7 LEP LGALS3 LILRB3 LTBP2 LTC4S LTF MBP MME MMP7 NID1 PITX2 PLA2G7 PLAAT3 PLAT PLEKHB1 PLOD2 PPARG PSMB10 PSMB8 PSMB9 RNASEL RXRG SAT1 SERPINA3 SERPINB1 SFTPD SIM2 SPP1 STAT1 TAC1 TAP1 TGFBR2 TGM2 TIMP2 TIMP4 TLR2 TNC TNFSF10 TNFSF13B TYROBP USP13 WFDC2 LIU_VMYB_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LIU_VMYB_TARGETS_UP ABCD3 ABCG2 AGA ALCAM ALDH7A1 ANKRA2 ANP32E AP2B1 ARHGAP26 ARL4C ASRGL1 BAG2 BCOR BCR BNIP3L CA8 CDC42EP1 CFAP20 CLIC4 CRIM1 CSGALNACT2 CTNNAL1 CXCR4 DNAJB5 DPYSL2 EMP3 EPB41L4B ERLIN1 ETFDH EZH2 FABP5 FOXD1 FYN FZD7 GLRX GMCL1 GMNN GNB5 GRB10 H1-10 HECTD4 HIGD2A HSPA12A HSPA2 ICAM3 IDS IL17RB IMPA2 ISG20 JAG1 KCNS3 KLF11 KLHDC2 KLHL7 LHX6 LNPEP LYPD1 MAPKAPK2 MARCHF3 MARCHF5 MED4 MEMO1 MGAT2 MMD MPHOSPH9 MT1H NAGPA NARF NCOA1 NGLY1 NMI NMRK1 NUCB2 NUDT1 NXT2 OVOL2 PCOLCE2 PDCD4 PDE4DIP PHF8 PHLPP1 PIM2 PLCXD1 PLSCR1 PPM1E PRKAR2B PSIP1 PTBP3 PXDN RBM47 RETREG2 RHOQ RNGTT RPL23AP1 RPS6KA2 RUFY3 SAC3D1 SAP30 SATB2 SBNO1 SEC24A SLC1A4 SLC31A2 SLCO3A1 SNX7 SOBP SRD5A1 STARD5 STK17A TACC2 TBC1D31 THAP9-AS1 TMEM30B TMPO TNKS2 TPI1 TRPV2 TUBB6 ULK2 USP25 VCPKMT WASHC3 WDR46 ZBTB1 ZNF318 LI_ADIPOGENESIS_BY_ACTIVATED_PPARG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ADIPOGENESIS_BY_ACTIVATED_PPARG ACSL1 ADIPOQ ADRB3 AGT AOC3 CEBPA CFD DGAT1 FABP4 FASN GPD2 LIPE NR1H2 NR1H3 PC PPARG RETN SCD LI_AMPLIFIED_IN_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_AMPLIFIED_IN_LUNG_CANCER ABCC3 ADGRG1 AKR1A1 AKR1B10 AKR1C1 ALDOA APRT ARL6IP1 ASCL1 ATP1B1 ATP5MF BGN CALR CANX CBX3 CCT3 CCT5 CD46 CDH1 CDK2AP2 CEACAM5 CEACAM6 CHIT1 CKAP4 CLDN4 CLDN9 COL11A1 COL1A1 COL1A2 COX6A1 CRABP2 CRH CSTB CYCS DAP DDOST DENND2B DPP7 DSP EEF1A2 EEF1D EIF3C ELOC ENC1 ENO1 ERBB2 ERBB3 FGB FGG FSCN1 GALNS GFUS GIPR GPI HAX1 HDGF HPN HSP90B1 HSPA5 HSPB1 HSPD1 HSPE1 HYOU1 IDH2 IGFBP2 IGFBP3 IGKC JTB JUP KDELR1 KPNA4 KRT5 KRT6C KRT7 LAPTM4B LCN2 LDHA LDHB LGALS3BP LTF MAGED1 MALL MARCKSL1 MCL1 MDK MIF MMP12 MSLN MUC1 NACA NME1 NME2 NME4 NQO1 NTS ODC1 P4HB PABPC1 PDCD6 PFKP PFN2 PGD PHLDA2 PKM PLAU PLP2 PLPP2 POSTN PRDX1 PRDX4 PSMB4 PSMD8 PTPRF RAB1A RAN RPL10A RPL13 RPL17 RPL23A RPL27 RPL27A RPL28 RPL30 RPL31 RPL35 RPL36A RPL37 RPL37A RPL38 RPL7 RPL8 RPS10 RPS16 RPS2 RPS20 RPS21 RPS27 RPS4X RPS5 RPS7 S100P SCNN1A SDHA SFN SLC22A18 SLC7A5 SNRPD2 SNRPE SOX4 SPINK1 SPINT1 SPINT2 SPP1 SSR4 STAT1 SUMO2 SYN1 SYNGR2 TALDO1 TFF1 TFF3 THBS2 TIMP1 TKT TOP1 TRAF4 TRIM2 TRIM28 TSPAN8 TUFM TXNRD1 UBE2C UBE2I UCHL1 UGDH UQCRB UQCRH VEGFA XBP1 YIF1A YWHAQ YWHAZ ZNF146 LI_CISPLATIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_CISPLATIN_RESISTANCE_DN ADGRG6 ADM AKR1C1 AKR1C3 AMIGO2 BAMBI CFH CFHR1 CHRDL1 DSEL EDNRB FOXG1 FZD8 GPC3 GSG1 IDO1 JAG1 LAMA4 MARCKS MEST MMP10 PBDC1 PCDH7 PPIC PSG11 PSG8 ROBO2 SEMA6A SKAP1 TDO2 TES XIRP2 ZFP42 LI_CISPLATIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_CISPLATIN_RESISTANCE_UP ADGRL2 ANO3 CCDC171 CDH2 CEMIP2 CKLF COL11A1 CYP1B1 EGLN3 EPHA3 GJA1 HAPLN1 IGF1R IRX3 ITM2A KYNU MGST1 NEBL PEG10 SMARCA2 TFPI2 THSD7A TWIST1 UACA VWDE ZBTB20 LI_CYTIDINE_ANALOGS_CYCTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_CYTIDINE_ANALOGS_CYCTOTOXICITY ARL2BP CENPB ESR2 FKBP5 GCAT INPP5F MAP4K4 MGMT MYBBP1A NT5C3A PATZ1 RIOX1 TLE4 TPMT TRRAP LI_CYTIDINE_ANALOG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_CYTIDINE_ANALOG_PATHWAY CDA CMPK1 DCK DCTD NT5C NT5C1A NT5C1B NT5C2 NT5C3A RRM1 RRM2 RRM2B SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 LI_DCP2_BOUND_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_DCP2_BOUND_MRNA ACBD3 ADA AP2S1 APEH APRT BAZ1A BHLHE40 BID CHAF1A CHMP2A CUEDC2 CYC1 DCXR DEAF1 DGCR6 DLEC1 DNTTIP2 DUS1L EDF1 EEF1D EIF3G ELOB ENO1 ETFB EXOSC4 FAHD2A FAM50A FLII GATAD1 HMOX2 HSD17B10 HSP90B1 IDH3G JMJD6 LBHD1 LSM3 MAP2K2 MRPL12 MRPL23 MRPS11 MRPS12 MRTO4 MTX1 MYG1 NAA10 NAA15 NARF NDUFA13 NDUFB7 NDUFS7 NDUFS8 NME6 NOL7 NOP53 NOP56 NQO2 NT5DC2 PDXK PHGDH PI4KAP1 PITRM1 POLR2L PPIB PPP1R7 PRPF40A PSMC3 PSMC5 RFC2 RPS5 RPSA RUVBL2 SAP30BP SCO2 SMC3 SPEN SRRM2 TACO1 TPR TRAPPC2L TRIB3 TSPAN31 TST TTC3 UBXN6 UFC1 UQCRC1 WDR45 WDR74 ZNF593 LI_ESTROGENE_BIDIRECTIONAL_E2_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_BIDIRECTIONAL_E2_RESPONSE ABCA12 ABCC2 ABCG2 ADGRV1 ADM AGR2 ALDH1A3 ARMCX7P ARMT1 ASPM BDKRB2 BHLHE40 BRINP2 CDC42EP1 CEMIP CLCA2 CLSTN2 COQ2 CXCL14 CYP1A1 DHRS3 DLL1 DUSP2 DUSP4 DUSP5 DUSP6 DYNC2H1 EGR1 EHF EIF3CL ENOX1 ENTREP1 EPHA2 ETS2 FAT4 FOSL1 FUT1 FZD7 GDF1 GDF15 GPAT3 GPER1 GPRC5A GRB14 HK2 IER3 IFIT1 IFIT2 IGFBP5 ISG15 KCNC1 KRT23 LIF LMNB1 LSM12P1 MAFB MAOA MAP3K14 MFSD2A MSX1 MSX2 MUC1 NCR3LG1 NFAT5 NPIPB6 NPR3 OAS1 PALM2AKAP2 PCP4 PDK4 PHGDH PPP1R3C PRKCD PROS1 PTGER2 RAI2 RASSF2 RGCC RHOBTB1 RIPOR3 RMND1 RPGR SECTM1 SEMA3E SERPINI1 SLC14A1 SLC29A3 SLC6A14 SPRY4 SRPX STARD4 STX11 SYNGR3 TMEM158 TMSB4XP6 TRANK1 UBL3 UNC5A VASN ZC3H12C LI_ESTROGENE_EARLY_E2_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_EARLY_E2_RESPONSE_DN AMIGO2 ARHGEF37 ARID5B ARL4D BAMBI BIK BLNK BMF BTG2 C9orf152 CCN2 CCNG2 CDYL2 CFAP206 CMYA5 CREBRF DDIT4 DRAM1 DRD1 EDN2 EFNA1 EGLN3 ELF5 ENC1 FAM107B FAM110C FAM171B GRAMD2B GRB7 GRHL3 HCAR1 HCAR2 HILPDA ID1 ID2 ID3 IL1R1 KCNJ8 LIMA1 LIPH LNX1 LYPD3 NUAK1 PDP1 PIK3R3 PLEKHF2 PLK2 PPFIBP2 PTGER4 RAB27B REL RGS2 RIN2 RND3 RNF144B RNF43 RPRM RUNDC3B S1PR3 SGCG SH3BP4 SMAD6 SOCS2 SOX2 SP6 SPRY1 ST8SIA4 STON1 TENT5B TGFB2 TGFB3 TM4SF1 TNFRSF11B TP53INP1 TUFT1 VEGFC ZNF467 LI_ESTROGENE_EARLY_E2_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_EARLY_E2_RESPONSE_UP ADCY9 ADORA1 ADRB1 AMZ1 ASB13 C1orf226 CA12 CASTOR1 CCDC88C CCND1 CELSR2 CISH CXCL12 CXXC5 DDX10 DEPTOR DOK7 EEIG1 EGR3 ELOVL2 FCMR FHL2 FKBP4 FMN1 FOS FOXC1 GREB1 HCK HEY2 HSPB8 IGFBP4 IL17RB JAK2 KCNK5 KCNK6 KRT13 LONRF2 MANEAL MBOAT1 MICB MREG MYB MYBL1 MYC NEIL2 NHERF1 NKAIN1 NOP16 NPY1R NR5A2 NRIP1 OSGIN1 PDZK1 PFKFB3 PGR PKIB PLIN5 PMAIP1 PPIF PRAG1 PTGES PXK RAB31 RAPGEFL1 RARA RASGRP1 RBM24 RBP7 RET SEC14L2 SEMA3G SFXN2 SGK1 SGK3 SIAH2 SLC22A5 SLC47A1 SLC7A5 SLITRK4 STC2 SYBU THBS1 TIPARP TMPRSS3 TPD52L1 USP31 WWC1 ZNF703 LI_ESTROGENE_LATE_E2_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_LATE_E2_RESPONSE_DN ABCA1 ABCC5 ACHE ACKR3 ANTXR2 AQP3 C1orf115 CA5B CAMK2N1 CEMIP CLIP4 CLMN COL28A1 CRYM CSTA CTNND2 CXCR4 CYP4B1 DAB2 DKK1 DLX2 EFNB2 EMP1 ENTPD3 EPAS1 FAM110B FAM83A FBN2 FBXO32 FPR3 GABBR2 GRB14 GRM4 H2AC6 H2BC8 H4C8 HDAC9 HOPX HPX IGDCC3 IGFBP3 ITGB6 KLHDC7A KRT24 KRT4 KRT81 LDLRAD4 LXN MAB21L4 MMP16 MYO1B NBEA NTN4 P2RX2 PALMD PCDH7 PGM5 PHEX PIK3IP1 PLEKHF1 PMP22 PRKG1 PVALB RFTN1 RND1 RTL5 SEMA6D SERHL2 SLIT2 SSPOP ST3GAL1 ST6GAL1 TCP11L2 TMEM86A TSPAN1 UNC5C UPK1A UPK2 VGLL1 WNT11 LI_ESTROGENE_LATE_E2_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_LATE_E2_RESPONSE_UP A4GALT ACOX2 ADRA2A ARTN ATRNL1 BFSP2 C1QTNF6 C5AR2 CA8 CCN5 CD44 CHAC1 CHST8 CTPS1 CTSD CYP26B1 DSCC1 EXO1 FHL1 GAL GATA4 GJB3 GPR68 GRIK3 H19 KCNH1 KLK11 LRP8 MAT1A MCM10 MCM7 MGAT3 MGP MPPED2 NAV2 NCAPG NEIL3 NOD2 NPY5R NXPH3 PDLIM3 PLAT PLCL1 PPM1K PRSS23 RRM2 SERPINA1 SERPINA5 SOX3 SPINK4 TFCP2L1 TH THSD4 TMEM229B TRPC6 UGT2B15 LI_ESTROGENE_MCF7_E2_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_MCF7_E2_RESPONSE_DN ABCC5 ATP6V0A4 BMF CCN2 CDK6 CDKN2B CFAP206 CLIP4 CYP1A1 DAB2 DRAM1 DRD1 ELF5 FAM110C GRAMD2B GRHL3 HCAR2 ID1 ID3 IGDCC3 ITGB6 KCNJ8 NUAK1 PLK2 PMP22 RND3 RNF144B RNF43 RPRM S1PR3 SGCG SLIT2 SOX2 ST8SIA4 TGFB2 TGFB3 TNFRSF11B TUFT1 LI_ESTROGENE_MCF7_E2_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_MCF7_E2_RESPONSE_UP ADRB1 ANKRD2 C1QTNF6 CALCR CELSR2 CHST8 COL12A1 COL21A1 CT62 CXXC5 CYP26B1 DDX10 FCMR FOS FRK HCK JAK2 KCNK6 LONRF2 LRIG1 MAT1A MGP MSMB NAV2 NPY5R NR5A2 NXNL2 PADI3 PIM1 PLAC1 PLAT PLIN5 RAB31 RBP7 RHOBTB1 SCNN1B SDK2 SEMA3B SERPINA1 SERPINA5 SGK1 SLC22A5 SLITRK4 SOX3 SYBU SYTL4 TIAM1 TIFA TIPARP TMEM164 UGT2B15 LI_ESTROGENE_META_E2_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_META_E2_RESPONSE_DN BAMBI BCAS1 BIK BLNK BMF BTG2 CCNG2 DDIT4 EFNA1 ENC1 FAM171B GRHL3 HCAR1 IL1R1 LIMA1 LIPH PPFIBP2 RAB27B SPRY1 STON1 TP53INP1 VTCN1 LI_ESTROGENE_META_E2_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_META_E2_RESPONSE_UP ADORA1 ADRA2A AMZ1 AREG C1orf226 C5AR2 C6orf141 CA12 CCN5 CELSR2 CISH CXCL12 DOK7 EGR3 ELOVL2 FHL2 FKBP4 FMN1 FOS FOXC1 GREB1 H19 HEY2 HSPB8 IGFBP4 IL17RB KCNK5 KRT13 MICB MYB MYBL1 MYC NEIL2 NHERF1 NOS1AP NPY1R NRIP1 OLFM1 PDZK1 PGR PKIB PMAIP1 PPIF PTGES RAB31 RAPGEFL1 RASGRP1 RBM24 RBP7 RERG RET SEC14L2 SFXN2 SGK1 SGK3 SIAH2 SLC22A5 SLC47A1 SLC7A5 STC2 TFF1 TMPRSS3 TPBG TPD52L1 ZNF703 LI_ESTROGENE_MID_E2_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_MID_E2_RESPONSE_DN ABCG1 ANXA3 ARL15 ATP2C2 ATP6V0A4 ATP8A1 BCAS1 BEX4 CD24 CDKN2B CEACAM6 CLEC3A CORO2A CYFIP2 CYP1A1 EFEMP1 ELF3 ERBB2 H2BC4 IQGAP2 KCNJ13 KMO KRT86 MB MME NANOS1 NDRG1 NECTIN4 NELL2 NPNT PRSS8 RAB26 RAP1GAP SELENBP1 SLC12A2 SMIM5 SOX9 TMEM45B TMTC2 TNS3 TP53INP2 TSC22D3 VTCN1 ZNF704 ZNF750 LI_ESTROGENE_MID_E2_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_MID_E2_RESPONSE_UP AREG C6orf141 CDC45 CDC6 DDIAS DTL MTHFD1L NOS1AP OLFM1 ORC1 RBBP8 RERG TFF1 TPBG LI_ESTROGENE_NON_MCF7_T47D_E2_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_NON_MCF7_T47D_E2_RESPONSE_DN CITED2 CORO2A H2BC4 IQGAP2 NECTIN4 PRSS8 TNFSF10 TRIB2 LI_ESTROGENE_NON_MCF7_T47D_E2_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_NON_MCF7_T47D_E2_RESPONSE_UP AMFR BLM BRIP1 CAP2 CDC45 CYP2B7P DSCC1 FAM216A HASPIN HSPD1 KLF10 MCM2 MOCOS NOLC1 ORC1 TMA16 UBE2T LI_ESTROGENE_T47D_E2_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_T47D_E2_RESPONSE_DN ACKR3 AMIGO2 ARHGAP15 ARID5B ARL4D BTG1 C2orf72 CAMK2N1 CD24 CHST1 CRYM DLG2 DLX1 EFNB2 EGLN3 FAM83A FBXO32 FLRT3 FZD4 HDAC9 HEXIM1 HILPDA HPX KCNC1 MKNK2 NANOS1 NR2F1 PCDH7 PCED1B PLEKHF2 SOX13 TRIL TRPM8 WNT11 LI_ESTROGENE_T47D_E2_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_ESTROGENE_T47D_E2_RESPONSE_UP A4GALT ACOX2 ADAMTSL5 AMD1 ARTN BFSP2 CACNA1H CADM1 CARD19 CCDC85B CD44 CDT1 CERS1 CITED1 COL27A1 CRACD CTPS1 DIRAS1 FLT4 FOXF1 FREM2 GAS6 GRIK4 IL6ST IRS1 KCNF1 KCNH1 KCTD6 LHX4 LY6E LYAR MAPT MBOAT1 NBL1 NCF2 NCR3LG1 NECAB2 NEIL2 NOD2 PDCD2L PLCL1 PLEKHG5 PPP4R4 PSG9 PUS7 PXK RBBP8 RIPOR3 RUNX1 SEMA6A SNHG15 SPINK4 SPOCD1 STC1 SULF1 SULF2 THBS1 TMEM229B TUBB2B UGCG ZFPM2 LI_INDUCED_T_TO_NATURAL_KILLER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_INDUCED_T_TO_NATURAL_KILLER_DN ABHD8 ACSS1 ACTA2 ACTN1 ACVR2B ADGRE5 ALDH2 ALKBH1 ANP32E AQP11 ARHGAP15 ART4 BCL11B BCL7A BGN BRD3 C17orf67 C3 CCL15 CD2 CD27 CD3D CD6 CD81 CDCA7 CELF2 CENPV CHCHD3 COL5A1 COL6A1 COX6A2 CRYL1 CTLA4 CTSE CXCL12 DAP3 DGKA DNTT DPP4 DTX1 EBF3 ENDOU EPHX1 ETS1 ETS2 FAM169BP FAM78A FBP1 FRAT2 FYB1 GFI1 GLDC GPR83 H3-3B HDAC7 HIBADH IGF1R IGIP IL17RB ILVBL INAFM2 ITPR2 KLHL24 KMT2A LLGL1 LMAN2L LOX LY6D MAPK1 MARCKS MIB2 MMP2 MSH6 MTF2 N4BP2L1 NAV1 NAXD NCK2 NIPBL NISCH NOTCH3 NT5DC2 OLFML3 PARD6G PDK1 PDLIM4 PDXP PITPNM2 PLD4 PLEKHG2 POU6F1 PPARGC1B PPP1R1C PRELP PRKCB PRKCD RAMP1 RAPGEF3 RGCC RGL2 RHNO1 RMND5A RNPEPL1 RPS6KL1 RRP12 SATB1 SETD1B SH2D1A SLA SLC16A5 SLC29A1 SLC5A9 SLF2 SNAI3 SNX30 SOX4 ST6GAL1 STK4 STRBP TACC1 TAPT1 TBXA2R TCF7 TDRP TMEM108 TMEM121 TPCN1 TPST1 TRBV30 TRIB2 TRIM28 TSPAN32 TTC3 TXNIP XRCC6 ZER1 ZNF260 LI_INDUCED_T_TO_NATURAL_KILLER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_INDUCED_T_TO_NATURAL_KILLER_UP ADGRG3 ADGRG5 AHNAK ALDOA ANKH ANXA2 APOBR AQP9 ARAP3 ARF6 ARFGEF3 ARL6IP5 ARSB ASAH1 ASB2 AVIL B3GNT8 B4GALNT2 B4GALNT4 BAG3 BATF BATF3 BBLN BHLHE40 BSCL2 C15orf48 C1orf21 CALHM6 CAPG CAPN2 CAPNS1 CAPZB CASP1 CASTOR1 CCDC102A CCL3 CCL4 CCL5 CCN2 CCND2 CCNG1 CCR5 CD160 CD244 CD52 CD63 CD69 CD7 CD9 CDKN1A CDKN2A CDKN2B CHSY1 CISH CLDND1 CLNK COMT CORO1C COTL1 CRYBG1 CRYBG2 CSTB CTNNA1 CTSW CX3CR1 CXCL9 CXCR3 CXCR5 CYB5R4 CYP51A1 DAPK2 DCXR DENND3 DENND4A DHRS11 DOK2 DUSP5 DUSP6 DYRK3 ECI1 EGR1 EGR3 EHD4 ELOVL1 EMILIN2 EMP1 ENDOD1 EPOP ERRFI1 EVI2A F2R F2RL2 FAM185A FAM20A FCER1G FCGR2A FES FHL2 FNBP1 FOSL2 FTL FURIN FXYD4 FXYD5 GADD45G GBP2 GCNT1 GCNT2 GDPD5 GFOD1 GLIPR1 GLIPR2 GLRX GNG2 GOLM1 GPC1 GPR15 GPR18 GPR34 GPR68 GRAMD1B GSTP1 GVINP1 H1-2 HAAO HAVCR2 HBA2 HGFAC HHEX HK2 HLA-H HMGCS1 HOPX HSD11B1 HVCN1 ID2 IER3 IFI30 IFITM1 IFITM2 IFITM3 IFNG IL18R1 IQGAP2 IRAK2 IRGM ITGAD ITGAE ITGB7 JAML JUNB KCTD10 KHNYN KIAA1671 KIR3DL2 KIT KLHL30 KLK8 KLRD1 LAG3 LASP1 LAT2 LGALS1 LGALS3 LGALS3BP LITAF LMNA LRP12 LRRC8C LRRK1 LTA LTB4R LY6G5B MAPKAPK3 MED10 MED11 MFSD10 MIAT MINDY1 MLKL MSMO1 MT1A MVP MYL6 MYO1E MYO1F MYO1G NAPSA NCF4 NDFIP1 NEURL3 NFIL3 NFKB1 NIBAN2 NKG7 NRGN NT5E OSBPL3 OSM OSTF1 OTULIN P2RY14 PDGFA PDLIM7 PDZK1 PEA15 PGLYRP1 PIGZ PILRB PIM3 PKP3 PLCG2 PLEKHO2 PLP2 PLPP2 PLSCR1 PLTP PPIB PPP3CC PRDX4 PRELID2 PRMT2 PRR13 PRR7 PRRC1 PTMS RAB19 RAB3D RAB4A RBMS1 RGS1 RHOF RIOX2 RNF19B ROM1 S100A1 S100A10 S100A11 S100A13 S100A4 S100A6 SAMD9L SCCPDH SCIMP SCIN SDF2L1 SEC61B SELENOS SEMA4A SERP2 SERPINA3 SERPINB6 SERPINE2 SERTAD1 SGK1 SH2D1B SH3BGRL3 SH3BP2 SIDT1 SIRT3 SLAMF7 SLC19A2 SLC24A3 SLC2A6 SLC39A4 SLC52A3 SMAGP SMCO4 SNX18 SPP1 SRGAP2 ST3GAL6 STX11 STX7 SULT2B1 SUSD3 SYPL1 SYTL2 TAF9B TENT5A TES TF TFDP1 TIAM1 TIRAP TMBIM4 TMEM120A TMEM126A TMEM141 TMEM154 TMEM158 TMEM238 TNF TNFRSF11B TNFRSF18 TNFRSF9 TNFSF10 TPST2 TRAF1 TRPM6 TSPO TUBA1C TUBB6 TYROBP UAP1L1 UPP1 VASH1 VIM VPS29 VPS50 VTI1B XBP1 XCL1 ZBTB32 ZCCHC18 ZNF296 ZNF608 LI_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_LUNG_CANCER ALDH1A1 CALR CCNE1 CDC25B CDC42 CSF2 DPF3 EEF1A2 EEF1G EIF5A FABP5 FGR GSTM4 GSTP1 HAP1 HCK HP HSPB1 IGFBP3 KIF11 KRT17 KRT18 KRT19 KRT8 LGALS1 MAP4 MCM3 MDM2 MMP7 NFKB1 P4HB PGK1 PRDX1 PSMB6 RABGGTB RAC1 RHOA S100A2 TUBB YWHAZ ZBTB17 LI_PROSTATE_CANCER_EPIGENETIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_PROSTATE_CANCER_EPIGENETIC ABCB1 APC AR CAV1 CCND2 CD44 CDH1 CDH13 CDKN2A CPA3 CXADR DAB2IP DAPK1 DDX53 EDNRB ESR1 ESR2 GSTP1 HIC1 HPSE KLK3 LAMA3 LAMB3 LAMC2 MGMT PLAU PTGS2 PXMP4 RARB RARRES1 RASSF1 VDR LI_WILMS_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR ADGRG2 APOC1 BRINP1 CHRDL1 CHST1 COL13A1 COL2A1 CRABP2 ETV4 EYA1 FOXG1 FZD7 GLI3 HAS2 HMGA2 HOXA11 HOXA9 INHBB LYPD1 MEOX1 MN1 NNAT PAX2 PRAME SALL2 SIX1 WASF3 LI_WILMS_TUMOR_ANAPLASTIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_ANAPLASTIC_DN CASP10 IFI16 RBBP6 STAT4 TACC1 LI_WILMS_TUMOR_ANAPLASTIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_ANAPLASTIC_UP CCNA1 CDCA3 CENPA CENPF G3BP2 HAT1 HTT KIF2C KPNA2 MKI67 NCAPH NUSAP1 PCGF3 RAD54L RFC3 RFC4 TTK LI_WILMS_TUMOR_VS_FETAL_KIDNEY_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_VS_FETAL_KIDNEY_1_DN ABCA2 ACP1 ADD2 ADIPOR2 ANKLE2 APOBEC3B ASNS AURKA AURKB BAZ1A BAZ1B BCL7A BLM BOP1 BRCA1 BTAF1 BUB1B BUB3 CACNB3 CADM1 CBX5 CCNB2 CCND2 CCT3 CDC20 CDC25C CDH2 CDK1 CDK2 CDKN3 CENPF CHAF1A CHN1 CHST1 CIT CKAP5 CKS1B CKS2 COL13A1 COL2A1 CRABP2 CXCR4 DDX1 DDX23 DDX52 DKC1 DLG5 DLGAP5 DNAJC9 ELOVL2 ESPL1 ESYT1 EYA1 EZH2 FADS1 FADS2 FAM216A FANCI FEN1 FZD7 GARS1 GCN1 GPC1 GREB1 GTF3C2 H2AZ1 HINFP HMGA2 HOXA9 IARS1 ILF2 KIF11 KIF14 KIF23 KIF2C KIFC1 KPNA2 LIG3 LMNB1 LRP4 MAD2L1 MAP4K4 MARS1 MCM2 MCM6 MELK MEOX1 MKI67 MLXIP MN1 MPHOSPH9 MSH2 MSH6 MTHFD2 MYL6B NAP1L1 NASP NCBP2 NELL2 NME1 NOLC1 NR2C1 NUP188 NUP205 PARP1 PBX3 PCBP2 PCLAF PCNA PFKP PLK4 POLE3 PPP2R2A PRIM1 PRIM2 PRPF40A PRRC2B PTTG1 RFC5 RNASEH2A ROR2 RRM1 RSRC2 SACS SALL2 SCRN1 SEPTIN6 SHMT2 SIX1 SLC16A1 SMC4 SNRPA1 SNRPF SPAG5 SRPK1 SS18 SSRP1 ST6GAL1 STMN1 STRAP SV2A TAF5 TARBP2 TCERG1 TIA1 TIMELESS TMSB15A TOP2A TOPBP1 TP53BP2 TPX2 TRIP13 TTK TXNRD1 UCK2 UNG WASF3 XPOT XRCC5 YAF2 YARS1 YWHAZ ZNF423 ZNF516 LI_WILMS_TUMOR_VS_FETAL_KIDNEY_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_VS_FETAL_KIDNEY_1_UP ACOT2 ACSL1 ACSM3 AGRN AHNAK AKR1C3 ALCAM ALDH1A1 ALDH4A1 ALDH6A1 AMOTL2 ANGPT1 ANK3 ANXA3 ANXA4 APOE APOM ASAH1 ATP10D ATP1A1 ATP1B1 ATP5MG AXL BLVRB BPGM CA12 CARD10 CAST CAV2 CD2AP CDH1 CDH5 CDKN1C CDS1 CEBPD CLDN3 CLU COL1A2 COL4A5 CPVL CRADD CREBL2 CRIM1 CRYAB CRYZ CTDSPL CTSH CTSO CX3CL1 CYB5A DAB2 DST DSTN DUSP9 DYNC2LI1 EFR3A ELF1 ENPEP ERBB4 ERG ETS2 FAM3C FGF9 FGFR3 FPGT FRY FUCA1 GADD45A GLUD2 GNAI1 GNG11 GNG12 GPRC5B GUCY1A1 HERPUD1 HOXD8 HPN IFIT1 IGFBP7 IL10RB IL1R1 IL27RA IMPA2 IQCK IQGAP1 IQGAP2 ITM2B ITPRID2 KAZN KCTD12 KDR KIF13B KIFC3 KRT19 LAMP2 LDB2 LEPROT LLGL2 LRRC32 LYN MAF MAGI2 MAN2A1 MATN2 MECOM MERTK MITF MPC2 MSMO1 MTMR6 MXRA8 MYH9 MYLK MYOF NCOA3 NR3C1 OLFML2A OXCT1 PATZ1 PDE6B PDE8A PDXK PDZRN3 PEX7 PGRMC2 PLAU PLCG2 PLPP1 PLS1 PLS3 PMP22 PODXL PPL PPP1R3C PPP2R5A PRCP PRNP PRPS2 RAB22A RBPMS REEP5 RGL1 RIDA S100A10 SCP2 SDHD SELENOP SEMA3C SEPHS2 SERINC5 SERPINF1 SLC22A5 SLC30A1 SLC35A3 SLC37A4 SMPDL3A SP100 SPP1 ST3GAL6 SYNGR2 TACSTD2 TBC1D9 TCF21 TEK TFPI TGFBR2 TGOLN2 THSD7A TMED5 TNFAIP8 TOB1 TOM1L1 TPST1 TRAM2 TRIM2 TSPO UGCG VEGFA VLDLR XBP1 ZEB2 ZNF124 ZNF44 LI_WILMS_TUMOR_VS_FETAL_KIDNEY_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_VS_FETAL_KIDNEY_2_DN AGRN AGT ALCAM ANGPT1 APOE BMP7 CDH1 CDH11 CDH6 COL4A1 COL4A2 COL5A1 CX3CL1 DAB2 DDR2 DLK1 DPEP1 EGF ERBB2 FRZB FZD1 GATA3 GNG11 GPC4 IGF1R IGFBP5 IGFBP6 INHBA ITGA2 ITGAV KLF10 LHX1 MYC PELO PMP22 RARG RET RUNX3 SDC1 SELENOP SEMA3C SPP1 TGFA TGFBR2 TGFBR3 THBS1 TIMP3 VEGFA LI_WILMS_TUMOR_VS_FETAL_KIDNEY_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LI_WILMS_TUMOR_VS_FETAL_KIDNEY_2_UP BIRC5 CRABP2 DDX1 EFNB3 ENC1 EZH2 H2AZ1 HEXB HMGA2 HOXA1 HOXA10 HOXD9 IGF1 IGF2 MEOX1 MYCN NAP1L1 NCAM1 NCAM2 NGFR NSD2 PRIM1 ROR2 SET SLC43A3 STMN1 VCAN LOCKWOOD_AMPLIFIED_IN_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOCKWOOD_AMPLIFIED_IN_LUNG_CANCER ABCC5 ABCF2 ADAR AGO2 AGPAT1 AIP AKT1 ALKBH4 ANAPC15 AP2M1 AP4S1 APIP ARHGAP5 ARHGAP9 ARHGEF11 ARNT ATF6 ATP6V1C1 B4GALT3 BAZ1A BCL11B BLCAP C14orf132 C5orf22 CALM1 CAPZA2 CAT CAV2 CCDC107 CCDC127 CCDC85C CCS CCT5 CCT6A CD44 CD84 CDK4 CDK5 CERS2 CFL2 CKS1B CLCN2 CLPTM1L COCH COPS6 CORO1B CPSF1 CRKL CTSF CTSK CUL2 DAP DDIT3 DDX10 DEDD DENND4B DHCR7 DPP3 DUSP12 DVL3 DYNLT2B EAPP EEF1AKMT4 EGFR EIF4G1 FADD FAM131A FAM177A1 FASTK FASTKD3 FIGNL1 FJX1 FKBP9 GCDH GEMIN2 GFUS GNB2 GNS GPAA1 HAX1 HDGF HYOU1 IGSF8 ILF2 INPPL1 JPH1 JTB JTB-DT KCNH2 KDM2A KLC1 LAMTOR1 LANCL2 LPCAT1 LSM8 LY6E MAF1 MAFB MAGEF1 MANBAL MBD6 MBIP MCM7 MED15 MET METTL1 MFN1 MIPOL1 MRM2 MRPL11 MRPL23 MRPL36 MRPL9 MRPS17 MTRR MYC MYNN NAT10 NAXE NDUFB5 NDUFS2 NDUFS6 NFKBIA NIPSNAP2 NKX2-1 NPR1 NRDE2 NUBP1 NUDT1 NUMA1 OPA1 OTULIN OTULINL P2RY6 PARD3 PAX9 PBX1 PC PCID2 PCYT1A PDCD6 PHC3 PI4KA PI4KB PIK3CA PIP5K1A PLD1 PMF1 PMVK PNN POGZ POLD4 POLR2H POLR2J PPFIA1 PPP1CA PPP1R16A PPP1R3D PPP2R3C PRCC PRORP PSMB4 PUF60 PYGO2 RAD23A RBM4 RIT1 RMI2 RPS27 RTN4R S100A11 S100A13 S100A6 SDHA SEC23A SEC61G SEC62 SETDB1 SHC1 SIVA1 SKIL SLC12A7 SLC39A1 SLC4A2 SMIM12 SNAP29 SNAPIN SNX6 SRD5A1 SRP54 SSR2 STRN3 TAF6 TARS1 TDRKH TECPR2 TENT4A TES TFDP1 TFRC TMEM134 TMEM191A TPM3 TRIM44 TSFM TTC8 TUFT1 USP13 USP21 VEGFA YKT6 YY1 ZNF277 ZNF3 ZNF74 ZSCAN21 LOPES_METHYLATED_IN_COLON_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPES_METHYLATED_IN_COLON_CANCER_DN APC BDNF CDKN1C CDKN2A DRD1 EBF3 EPM2AIP1 ERCC1 FHIT GATA3 GRIN2B GSTP1 MLH1 MSH6 NR3C1 PITX2 RBP1 RPA2 RPA3 RUNX3 SMAD6 SORBS3 TERT TFAP2A THBS1 THRB TP73 TSHR LOPES_METHYLATED_IN_COLON_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPES_METHYLATED_IN_COLON_CANCER_UP APBA1 APBA2 CCND2 CDKN2A DLEC1 ESR1 ESR2 GAD1 GDNF HIC1 IFNG ITGA4 MGMT MT1A MT1G MYOD1 NKX2-1 OPCML PENK PYCARD RARB RARRES1 SCGB3A1 SFRP1 SOCS1 TMEFF2 TNFRSF10C TWIST1 LOPEZ_EPITHELIOID_MESOTHELIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_EPITHELIOID_MESOTHELIOMA ADCYAP1 ANXA9 BICDL1 CLDN15 COBL ELMO3 GPR37 GRB7 HP ID4 KLK11 LRP2 LRRC1 PRR15L PTPRF UPK1B UPK3B LOPEZ_MBD_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MBD_TARGETS AATK ABCB6 ABCC2 ABCC5 ABCD1 ABHD2 ACADVL ACSS2 ACTA1 ACTN1 ACTN2 ACTN4 ACTR1A ACTR1B ACTR3B ADA ADCY7 ADD3 ADGRE3 ADIPOR2 ADSL AGO1 AGPAT2 AGPAT3 AHCY AIF1L AIP AK4P3 AKAP9 AKT1S1 ALAS1 ALDH3B1 ALDH5A1 ALDH9A1 ALDOA ALDOB ALPL AMBRA1 ANAPC15 ANO6 ANXA1 ANXA11 ANXA4 ANXA5 ANXA7 AP3S1 AP4M1 APEX1 APH1A APLN APLP1 APLP2 APP APRT AREG ARHGDIA ARHGEF2 ARID4B ARL2 ARL6IP4 ARMCX2 ARMCX4 ARPC3 ARPC4 ASF1B ATF1 ATF4 ATG7 ATG9B ATP1B2 ATP5F1C ATP5MC2 ATP5MF ATP5MK ATP6V0B ATP6V0C ATP6V0D1 ATP6V1F ATP6V1G1 ATRAID AXL AZGP1P2 BAZ2B BCAS2 BCL7B BEX3 BIRC3 BIRC5 BLVRB BMP1 BMP4 BNIP3L BPGM BRAF BRINP1 BTBD19 BTF3 BTF3L4 BTG1 BTG3 BUB1 C15orf39 C1QC C1orf174 C2CD2 C5 C5orf15 C7 CA9 CAPN1 CAPN12 CAPN5 CAPZB CARHSP1 CASP2 CATSPERZ CCDC22 CCDC6 CCDC88C CCL19 CCL26 CCN1 CCNB2 CCNI CCS CCT3 CCT4 CCT5 CCT6P1 CD27 CD53 CD63 CD70 CD99L2 CDC34 CDC37 CDC42 CDC42EP1 CDH15 CDH16 CDH5 CDK1 CDK11A CDK16 CDK2 CDK20 CDK2AP2 CDK5 CDK5RAP3 CDKN1A CDKN1C CEBPA CELA2A CETN2 CFL1 CGB3 CHD5 CHMP1A CHMP4A CISD1 CISD3 CKB CLCF1 CLEC2B CLPB CLUH CNBP CNKSR1 CNTN2 CNTNAP1 COL11A2 COL4A2 COL8A2 COMMD1 COMMD6 COPB2 COQ4 CORO1A CORO2A COX20 COX8A CPSF7 CPT2 CRADD CRAT CREBBP CREG1 CRIM1 CROCCP2 CRY1 CSE1L CSF1R CSF3R CTBP2 CTDSPL CTNNB1 CTPS1 CTSC CTSH CTSK CTTN CUL4A CX3CR1 CYB561A3 CYCS CYFIP2 CYP21A2 CYP2A6 CYP51A1 CYP8B1 CYTL1 DAZAP1 DAZAP2 DCTN6 DDB1 DDT DDX21 DDX23 DDX3X DECR2 DFFA DGCR6L DHFR DHRS11 DISP3 DLD DLK1 DMAP1 DNAAF5 DNAI1 DNAJC4 DNAJC8 DNPH1 DOK4 DOT1L DPH7 DRAP1 DSC2 DTYMK DUSP3 DUT DYNC1I2 E2F4 EBNA1BP2 ECH1 ECM1 EDC4 EEF1D EEF2 EHD2 EIF1 EIF1AX EIF2A EIF2S1 EIF2S2 EIF3CL EIF3E EIF3H EIF3I EIF3J EIF3K EIF4A1 EIF4B EIF4G3 EIF6 ELAC1 ELF4 ELK3 ENG ENKD1 ENO1 ENO3 ENOX2 ENTR1 ENTREP3 EOLA2 EPAS1 EPHA1 EPHB4 EPO EPS15L1 ERAP1 ERG ERLIN1 ERRFI1 ESRRA EVL EVPL EWSR1 EZR F8A1 FABP1 FAH FAM107A FAM110D FAM234A FAM241B FAM3A FAM89B FANCA FANCC FASTK FBXO2 FBXO34 FBXO4 FBXO42 FBXO7 FBXW2 FCN1 FDX1 FDXR FES FGF11 FGF19 FGFR1 FGFR3 FGFR4 FGG FIP1L1 FKBP8 FLI1 FN1 FNDC3A FNTA FNTB FOLR1 FOXK2 FOXN3 FTSJ1 FUBP1 FUT11 GABARAP GABBR2 GADD45B GAL GANAB GARS1 GAS7 GAS8 GDI2 GGTLC2 GHDC GHITM GJB3 GLE1 GLO1 GLRX GNAQ GNAZ GNB1 GNG10 GNS GOLGA6L9 GOT1 GPC3 GRK5 GSTM3 GSTP1 GTF3C4 GUSB H1-2 H2AC7 HCLS1 HDAC11 HDAC5 HDGF HDHD2 HES2 HLA-B HLA-E HLA-F HMGB1 HMGN2 HMGN4 HNMT HNRNPF HNRNPH2 HNRNPL HOXC4 HPRT1 HSBP1 HSPA1L HSPA8 HSPB1P2 HSPG2 HTR6 HUWE1 HYAL1 IARS1 IDH3G IFI30 IFI6 IFITM1 IFITM2 IFITM3 IFRD1 IGF1R IGFBP2 IL10RB IL13 IL1R1 IL27RA ILF2 ILF3 IMPDH1 INPP5B INSIG1 IPO7 IPPK IRAK1 IRAK3 IRX4 ITGA11 ITGA2 ITGA5 ITGB7 ITIH3 ITM2B ITPRID2 JUNB KCTD20 KDELR1 KDM1A KIAA0319L KIAA2013 KIF11 KMT2A KPNA1 KPNB1 KRT14 KRT17 KRT5 KRT7 KRTAP5-9 LAPTM4A LDHA LFNG LGMN LHB LINC00484 LITAF LRP5 LRPAP1 LRRC41 LRRFIP1 LTBP3 LTBR LTF LYPLA1 LYZ MAG MAGEA8 MAL MALT1 MAP2K5 MAP3K10 MAP3K11 MAP4K2 MAPK10 MAPK3 MAST2 MAT1A MAT2A MAX MAZ MBTPS1 MCM3 MCTS1 MEA1 MEAF6 MED13 MED16 MED22 MED27 MED7 MEG3 MEI1 MEN1 METTL23 MFAP1 MFNG MFSD12 MICALL2 MIDEAS MIER1 MINK1 MLLT3 MMP1 MMP2 MMRN2 MOK MORN1 MRFAP1 MRPL15 MRPS27 MRRF MRTO4 MSH2 MT1X MT2A MTCL2 MTG2 MTM1 MUL1 MUS81 MUTYH MXD4 MYBL2 MYC MYCBP2 MYL11 NAALADL1 NAP1L1 NAXD NBPF1 NCAM1 NCF1 NCOA4 NDUFAB1 NDUFB3 NDUFB7 NDUFC1 NDUFS3 NDUFS8 NDUFV1 NDUFV2 NEAT1 NECAB3 NEK7 NFKBIA NFKBIL1 NHERF1 NKG7 NKIRAS2 NME3 NOSIP NPC2 NPDC1 NPEPL1 NPPB NQO2 NR2F6 NR4A1 NRG2 NSA2 NSF NSMCE1 NSUN3 NUBP2 NUCB2 NUDCD3 NUDT1 NUDT21 NUMA1 OBP2B OSTC OTUB1 OVOL1 OXA1L P2RY6 PA2G4 PACS1 PAICS PARVG PATL1 PAX8 PAXIP1 PAXX PCBP2 PCDH12 PCDHB2 PCID2 PCMT1 PCNA PDCD10 PDCD5 PDHA1 PDK2 PFDN6 PFKM PFN1 PHB1 PHF19 PICALM PIEZO1 PITPNM1 PKM PKN3 PLA2G15 PLAAT3 PLPP2 PLSCR3 PMM1 PMPCA PNPO POGLUT3 POLD4 POLE4 POLR1D POLR2F POLR2H POLRMT POU2F2 POU5F1 PPA2 PPHLN1 PPIB PPIC PPIE PPIF PPIH PPIL2 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R12B PPP1R13B PPP1R15B PPP2CB PPP2R1A PPP2R5D PPP3CA PPP3CC PPP6C PRDM2 PRDX1 PRDX2 PRELID1 PRKCG PRKCSH PRKXP1 PROCR PSMA1 PSMA2 PSMA4 PSMA5 PSMB10 PSMB3 PSMB4 PSMB7 PSMB9 PSMC2 PSMC3 PSMC4 PSMD12 PSMD8 PSMD9 PSME2 PSME3 PTGES3 PTH1R PTP4A1 PTPN11 PTPRF PTPRN PTPRU PTTG1 PTTG1IP PUF60 PVALB PXDN QKI QSOX1 RAB10 RAB1A RAB2A RAB31 RAB37 RAB3A RAB5C RAB6A RAB8A RAB9A RABGGTA RABIF RACK1 RAD50 RAD51 RAD54L RAF1 RALGDS RAN RANGAP1 RAP1A RAP1B RARA RBBP4 RBM5 RBM7 RBX1 RCE1 RFC3 RGS3 RHEB RHOA RHOB RHOC RIN1 RING1 RIPK2 RNF113A RNF121 RNPEP RNPEPL1 ROMO1 ROR2 RPAIN RPL10A RPL11 RPL18 RPL24 RPL31 RPL31P7 RPL35A RPL36AL RPL37 RPLP0 RPN1 RPS14 RPS19 RPS2 RPS21 RPS24 RPS27L RPS6KA1 RPS6KB2 RPS7 RPS8 RRAS2 RRM1 RRM2 RRP12 RSAD1 RSPRY1 RUVBL1 RXRA RYR1 S100A10 SAAL1 SCARB2 SDC3 SDC4 SEC16A SEC61A1 SEC61B SECTM1 SELENOP SELPLG SEMA3C SEMA4C SEMA4D SEPTIN7 SERF1A SERINC2 SERPINA1 SERPINA5 SERPINA6 SERPINE1 SERPING1 SERPINH1 SET SF3A1 SFN SFXN4 SGCB SGK1 SH2B1 SHC1 SHOX2 SIGLEC7 SIKE1 SIVA1 SKP2 SLC12A4 SLC15A3 SLC19A1 SLC22A18 SLC29A2 SLC2A1 SLC2A8 SLC2A9 SLC35B1 SLC43A1 SLC43A3 SLC45A1 SLTM SMAD5 SMARCC2 SMARCD1 SMARCD3 SMCO4 SNAP47 SNCG SNRPF SNX1 SOD1 SON SORBS1 SP1 SPARC SPCS1 SPIDR SPIN1 SPINT2 SPP1 SPRR2C SPRR2G SPTAN1 SRA1 SREBF2 SRGN SRSF4 SSBP3 SSNA1 SSU72 ST13 ST6GALNAC5 STAP2 STAR STARD4 STAT5A STIP1 STK4 STK40 STMN1 SUB1 SUPT5H SUPT6H SVEP1 SYT12 TARBP1 TBC1D25 TBCA TBCD TCEA1 TCIRG1 TCOF1 TENT4A TERT TFAM TFDP1 TFG TG TGFB1I1 TGFB2 TGIF1 TGS1 TH THAP8 THBD THOC2 THRA TKFC TLE6 TM7SF2 TMEM234 TMEM248 TMEM258 TMEM50A TMEM53 TNC TNFSF11 TOMM40 TOMM7 TOP2A TOP2B TP53BP2 TP53I3 TPD52L2 TPM3 TPRG1L TPT1 TRAF5 TRAP1 TRAPPC9 TRRAP TSC22D1 TSPAN3 TSPAN32 TSSC4 TUBA1A TUBA3C TUBA4A TUBB2B TUBB3 TUBBP5 TUBG1 TUSC3 TXN2 TXNDC17 TXNRD1 UBA1 UBA52 UBAC1 UBE2A UBE2B UBE2C UBE2D2 UBE2D3 UBE2I UBE2M UBE2S UBTD2 UBXN11 UCK2 UGT3A1 UIMC1 UPF1 UPP1 UQCR11 URM1 USP20 USP22 USP5 USP9Y VCL VHL VIL1 VPS8 VRK1 VTN VWA1 WARS1 WDR18 WDR45 WDR82 WDR89 WIPF1 WNT5B WWC1 XPA XPO7 XRCC1 XRCC5 YBX3 YES1 YWHAE YWHAQ YY1AP1 ZBTB25 ZBTB46 ZBTB8OS ZFP91 ZNF320 ZNF43 ZNF496 ZNF518A ZNF592 ZNF692 ZNF75D ZNF79 ZNHIT2 LOPEZ_MBD_TARGETS_IMPRINTED_AND_X_LINKED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MBD_TARGETS_IMPRINTED_AND_X_LINKED ABCD1 EIF1AX FAM3A GPC3 HDGF IDH3G IGF2 IL3RA IRAK1 MAGEA6 MEG3 MTM1 NXT2 PDHA1 SDHD UBA1 UBE2A LOPEZ_MESOTELIOMA_SURVIVAL_TIME_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTELIOMA_SURVIVAL_TIME_DN ALDH2 BTG2 CFI HP NR4A2 RARRES1 ST6GAL1 LOPEZ_MESOTELIOMA_SURVIVAL_TIME_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTELIOMA_SURVIVAL_TIME_UP ACOT7 AURKA BIRC5 CDC25C DCLRE1B FLNB JPT1 KIF4A MBOAT2 MELK MRGBP PIMREG PLXNA3 TRIP13 LOPEZ_MESOTHELIOMA_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_DN CCNA1 CD24P4 COL5A1 ENAH FOXJ3 HACD2 NEK2 PLXNA3 TNIK TTLL12 TUBB2A VCAN LOPEZ_MESOTHELIOMA_SURVIVAL_OVERALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_OVERALL_DN CCND1 CD24P4 COL5A1 DLGAP4 FLNB HOXB6 JPT1 MBOAT2 NEK2 PIMREG PLXNA3 PSRC1 STC2 TGFB1I1 TUBB2A LOPEZ_MESOTHELIOMA_SURVIVAL_OVERALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_OVERALL_UP ADH1B CFI FAM117A HP IL6R N4BP2L1 ST6GAL1 TMT1A LOPEZ_MESOTHELIOMA_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_UP ADH1B CREBL2 CRYBG3 FABP5 FAM117A GMPR IL6R KIAA0040 N4BP2L1 NDUFB8 PCBP2 UBA7 LOPEZ_MESOTHELIOMA_SURVIVAL_WORST_VS_BEST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_WORST_VS_BEST_DN CADPS2 CFI CHI3L1 FAM117A HP RARRES1 ST6GAL1 LOPEZ_MESOTHELIOMA_SURVIVAL_WORST_VS_BEST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_MESOTHELIOMA_SURVIVAL_WORST_VS_BEST_UP ACOT7 CCND1 CDC25C CDC42EP3 DDAH1 DLGAP4 FLNB JPT1 LOX MRGBP PLXNA3 PSRC1 TGFB1I1 VSIG10 LOPEZ_TRANSLATION_VIA_FN1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LOPEZ_TRANSLATION_VIA_FN1_SIGNALING ANP32A ARHGDIA CALD1 DAPK3 DYRK1A EFNB2 EIF3D EIF5B GTF2F1 HOMER3 HOXB7 ILF3 IMP3 MCL1 MMP16 PDE3A PPP5C PTBP1 PTMA RALBP1 RANBP10 RBM25 SH3GLB2 SNRPD1 SOCS2 SOX4 SRPK2 SRPRA SSTR2 STX16 TGFBR2 THBS1 TNPO3 TRIO ZFP36L2 LUCAS_HNF4A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUCAS_HNF4A_TARGETS_DN ABCC4 BRD3OS GAS1 HEY1 LGR5 NEFL TRIM9 VCAN LUCAS_HNF4A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUCAS_HNF4A_TARGETS_UP ABCB1 ABCB4 ACADVL ACOT13 ACOX1 ACY1 AKAP1 ALDH5A1 ATP7B ATXN7L1 BIRC2 C1orf115 CALML4 CAMKK2 CDIP1 CFLAR CIDEB COBL COL21A1 DDAH2 DERA DHRS1 DNAJC22 DSC2 EBP EFHD1 ERBB3 ETFDH ETNPPL HNF4A IL13RA1 IL18R1 KIF13B KIFAP3 LASP1 MAN1A1 MGST2 MPP1 MTM1 NID1 OSBPL3 PKIG PKP2 PRKCSH PRPH RBKS SDC4 SELENBP1 SELENOP SLC25A20 SLC35D1 SLCO4C1 SMAGP TACC2 TECR TRAF4 VIL1 WT1 LUDWICZEK_TREATING_IRON_OVERLOAD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUDWICZEK_TREATING_IRON_OVERLOAD CP HAMP HPX LCN2 MT2A SLC40A1 TFRC LUI_TARGETS_OF_PAX8_PPARG_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_TARGETS_OF_PAX8_PPARG_FUSION ATP5F1A ATXN10 B2M CLDN7 DNAJA1 EIF3G EIF3K ERGIC3 FBL HINT1 HLA-G HSP90AB1 HSPA8 ITM2B LITAF ODC1 RAN RPL17 RPL18 RPL18A RPL21 RPS12 RPS2 RPS5 RTN4 SARS1 SDC4 SKP1 SRSF3 TMBIM6 TMEM147 TRIB1 UBE2E3 UQCR11 LUI_THYROID_CANCER_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_1 ADCY9 ANK3 AP1G2 APLP2 ARHGAP1 ATP13A3 BEX4 BTG2 CCND1 CDC25B CEBPD CHD4 CLASP1 CTBP2 DEGS1 DHRS3 DUSP6 DYNC2LI1 EPOR EVPL FBN1 FOSB FYN GAS6 GOLGA8A HES1 HHEX IGSF1 ITSN2 LASP1 LRP4 MDK MFSD10 MXRA7 NKX2-1 NR4A1 PHIP PLD3 POMK RUBCN SATB1 SEPTIN9 SFPQ SLC35E2B SMARCC1 SOX4 SPRY1 SRSF11 SRSF6 ST3GAL5 TNFRSF10B ZC3H14 LUI_THYROID_CANCER_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_2 ABCC3 ACAA1 ACADVL ADGRB2 ATP10B BASP1 BNIP3L CNR1 CRELD1 ELMO1 EPB41L3 FBP1 GABBR2 HECTD4 HIC2 ID1 IPCEF1 ITPR1 KIF5C MFAP3L NID2 PAN2 PATZ1 PI4KA PPARG PPIL2 PPP1R13B RAPGEF3 RDH11 SCNN1A SECISBP2L SLC16A3 SLC7A8 SORD SYNE1 TOB2 TP53I11 TPM2 TULP3 VAPB WFS1 WWC1 ZCCHC24 LUI_THYROID_CANCER_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_3 ATP5F1A ATXN10 CLDN7 EIF3F EIF3G EIF3K ERGIC3 FBL HINT1 HSP90AB1 HSPA8 ITM2B LITAF PSMD8 RPL10A RPL17 RPL18 RPL18A RPL21 RPS12 RPS2 RPS5 RTN4 SARS1 TMBIM6 TMEM147 UBE2E3 UQCR11 LUI_THYROID_CANCER_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_4 CD74 FGFR1 GUSBP11 HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 IGHA1 IGHG1 IGHV3-23 IGHV3-69-1 IGKC IGLC2 IGLV2-14 NUPR1 PCP4 PLTP TRBC2 WARS1 ZYX LUI_THYROID_CANCER_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_CLUSTER_5 ACADM AQP7 BLVRB CHRNA7 CRYAB EPHX1 ETHE1 HLA-DMA HLA-DRB1 HMGCS2 ISL1 ISLR LGALS1 SSX1 TFF3 TSPAN1 LUI_THYROID_CANCER_PAX8_PPARG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_PAX8_PPARG_DN AKR1B1 ATP5F1A ATXN10 B2M BLVRB CD74 CLDN7 DDT DNAJA1 EIF3F EIF3K EIF5 ERGIC3 ETHE1 FBL FKBP1A HINT1 HSP90AB1 HSPA8 ISLR ITM2B LITAF NUPR1 PPT1 PSMD8 RAN RAP1GAP RPL10A RPL17 RPL18A RPL21 RPS12 RPS2 RPS5 RTN4 SARS1 SKP1 SNTA1 SRSF3 TMBIM6 TMEM109 TMEM147 TRIB1 UBE2E3 UQCR11 YWHAZ LUI_THYROID_CANCER_PAX8_PPARG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUI_THYROID_CANCER_PAX8_PPARG_UP ADCY9 APLP2 ARHGAP1 ATP10B ATP13A3 CCND1 CHD4 CLASP1 CTBP2 DDR1 DUSP6 DYNC2LI1 EID1 EPOR EVPL FBN1 FSCN1 GABBR2 GOLGA8A IDI1 IL1R1 LASP1 MAP1A MFSD10 NKX2-1 POMK RAPGEF3 RDH11 RUBCN SATB1 SECISBP2L SEPTIN9 SERPINA1 SFPQ SLC20A2 SLC35E2B SLC7A8 SMARCC1 SOX4 SRSF6 TNFRSF10B TP53I11 TPM2 TULP3 USP6 ZC3H14 LUND_SILENCED_BY_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LUND_SILENCED_BY_METHYLATION ADAM17 AMD1 CLU H3-3A HES1 HMOX1 MAP1LC3A NOTCH1 ODC1 PLPP1 POLR2H RNF4 SDC1 SDC4 TIMP2 TMEM101 LU_AGING_BRAIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_AGING_BRAIN_DN ABI2 ACTA1 ANK2 ATP2A2 ATP2B2 ATP5F1A ATP6V1A ATP6V1G2 ATP6V1H ATP8A1 ATXN7L3B AZIN1 B3GALNT1 BRD2 CA4 CACNB2 CALB1 CALB2 CALM1 CALM3 CAMK2A CAMK4 CAP2 CBX5 CCKBR CDC40 CDH22 CDK5R1 CHGB CLTB CNTN1 CORO1A CRH CYRIA DDX3X DNM1L DUSP3 DYNC1I1 E2F4 ELAVL2 ENSA EP400 ETS2 FGF12 FGF13 FKBP1A FOXG1 FRMPD4 GABRB3 GABRD GAD1 GFRA2 GNAQ GNB5 GRIA1 GRIN2A HCCS HSPA13 HSPA8 HTR2A ILRUN INPP4A ITM2B ITPKA KCNB1 KCNJ9 KIF1B KLHDC3 MACIR MAP1B MAP2 MAP2K4 MAPK1 MAPK9 MAPT MAT2A MBNL2 MEF2C MEGF8 MRPL28 MRPS12 MTOR NAPA NAPG NECTIN3 NORAD NR1D2 NRXN1 NSG1 NUDT21 NUTF2 OGT PAK1 PANK3 PARM1 PCMT1 PDE4D PENK PIK3CB PITPNA PITPNB PLD3 PLEKHB2 PPM1E PPP3R1 PRKCB PRKCG PRKCZ PTPRO RAB1A RAB3A RAB5A RAB6A RAD23A RAN RANBP9 RAP2A RASGRF1 RBBP4 RBP4 RGS4 RNF19B RPS6KA3 SARS1 SCN2B SFPQ SLC17A7 SLC1A1 SMARCA2 SRSF10 SST SYN2 TAGLN3 TGOLN2 THY1 TIMM17A TNFRSF21 TOP2B TPBG TPPP TRIM38 TSPYL2 TUBA4A UBE2D1 UBE2M UBE2S UROS VAMP1 VDAC1 YWHAE YWHAZ ZBTB18 ZNF222 LU_AGING_BRAIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_AGING_BRAIN_UP ABCD3 ABCG1 ACAA2 ACSBG1 ACTL6A ADD3 ADGRA3 ADIRF AFF1 AGT AHCYL1 AHCYL2 AHNAK ALDH4A1 ALDH9A1 AMOT AMOTL2 ANP32B ANXA3 ANXA5 APOD ASCL1 BAMBI BAZ2B BBOX1 BCL2 BMP7 CALD1 CAST CAV1 CAV2 CBS CD302 CEBPD CEP170 CETN3 CFH CHSY1 CLASRP CLDN5 CLEC2B CLIC2 CLIC4 CLK1 COL4A5 CPNE3 CREB3L2 CRYAB CSRP1 CYP1B1 DDIT4 DDR1 DHRS3 DNASE1L1 DPYSL3 ECM2 EFEMP1 EFHD1 EFS ELOVL2 EPM2A ERBB3 EYA1 FADS1 FERMT2 FGF1 FGF2 FGFR2 FGFR3 FRYL FXYD1 FYN GAB2 GATM GFAP GIPC1 GJA1 GNE GNG11 GNG12 GPC5 GPR137B GPRC5B GREB1 GSN H2AC6 HBA1 HBB HCRTR2 HEBP2 HEPH HIF1A HNRNPH3 HP HSD17B6 HSPA2 HTRA1 ICAM2 ID4 IFI16 IL33 INHBB INSR IQCK IQGAP1 IRF7 ITGAV ITGB1 ITM2A ITPKB ITPRID2 KANK1 KDSR KLC1 LAMP2 LEPROT LITAF LPIN1 LPP LRIG1 LRP4 LTBP1 MAL MAOA MAP3K5 MFAP3L MLC1 MSN MT1B MT1E MT1G MT2A MTRR MTSS1 MYL12A MYO10 MYOF NDRG1 NEBL NEK7 NFE2L2 NFKBIA NIPBL NKX2-2 NPC1 NT5C2 NTRK2 NUPR1 NXT2 OFD1 OGG1 OLIG2 PAIP2B PALLD PARVA PCF11 PDE4DIP PDLIM3 PDLIM5 PECAM1 PEX1 PHF3 PHLPP1 PICALM PIK3C2A PIP4K2A PLOD2 PLP1 PLPP1 PLXNB1 PLXNC1 PMP22 PODXL POLR1F PON2 PPFIA1 PRDX6 PTP4A2 PTPN13 QKI RAMP1 RAP1B RAPGEF4 RASSF2 RBL2 RDX RGN RGS20 RHOBTB3 RIN1 RIN2 RNASE1 RYR1 S100B S1PR1 SCP2 SDC2 SELENOP SEMA3B SEPTIN10 SEPTIN4 SERINC5 SERPINH1 SFRP1 SH3GLB1 SLC14A1 SLC16A1 SLC4A4 SMC3 SMC5 SNAP23 SPON1 SPTSSA SSPN STK3 STOM SYPL1 TASOR TAX1BP3 TCAF1 TGFBR2 TGIF1 TGM2 TIPARP TLE4 TLN1 TM4SF1 TMED10 TMEM123 TMEM47 TMT1A TNFRSF11B TNNT1 TOB1 TOPORS TOR1AIP1 TP53BP2 TPD52L2 TSC22D4 TST TWF1 TXNIP UBR5 UNG VAMP3 VAT1 VCAN VEGFA VEGFB VIM VWF WFS1 WIPI1 WNK1 WWTR1 YES1 ZBTB1 ZBTB20 ZCCHC24 ZEB2 ZHX2 ZNF423 ZNF652 LU_EZH2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_EZH2_TARGETS_DN AAK1 ABCC5 ACO1 ACSL1 ACVR1B ADAMTS1 ADGRG6 ADIPOR1 ADM AGO2 ALDH6A1 ALPK2 ALPP AMER1 AMY1B ANKRD13D ANKRD17 ANKRD36C ANKRD46 ANLN ANTXR1 AOC4P APAF1 ARHGEF10 ARMCX1 ARMH4 ASB13 ASCC3 ASPH ASRGL1 ATP11C ATP2A2 ATP2B1 ATP2B4 ATP2C1 ATRN AXL BACE2 BCL9 BCLAF1 BIRC2 BLZF1 BMP6 BMPR2 BTAF1 C6orf120 CACHD1 CALD1 CASP2 CBFB CBLN2 CCBE1 CCDC91 CCN2 CCNE1 CCNG1 CCR6 CDK5R1 CDKN2AIPNL CENPQ CFAP74 CHCHD3 CHP1P2 CHRNA5 CLDN1 CLDN11 CLK2 CMTM4 CNTNAP1 COL3A1 COL4A1 CPSF6 CRCP CREB1 CREB5 CRK CSNK2A2 CTNNA1 CTR9 CXADR CYFIP2 CYP24A1 DCAF12 DCAF12L1 DCP2 DDAH1 DDX51 DDX52 DENR DICER1 DIPK2A DKK1 DLAT DLEU2 DMC1 DNAAF5 DNAJC13 DNAJC28 DSG2 DTWD2 DUSP19 DUSP6 DYNC1LI2 DYNLT3 DYRK2 EGFR EIF1AD EIF4G2 ELF4 ELL2 ELOVL6 ENAH ENTPD4 ESM1 ETS1 EXO5 EXOC8 EXT2 EZH2 FAM120A FAM169A FAM234B FAM83D FAR2 FBN2 FHIP2A FKBP14 FMC1 FSTL1 FZD1 GAD1 GFPT1 GJC1 GLCE GLRX GNA13 GOLGA8B GOLGA8CP GORASP2 GPC4 GRAMD2B GRB14 GTF3C2 GUSBP18 HBEGF HEG1 HK2 HMGCR HNF1B HNRNPU HNRNPUL1 HPRT1 HSD17B7 HYLS1 HYPK IDI1 IGF2BP3 IGFBP1 IGFBP3 IGSF3 IL10 IL17RD INIP IRS2 ITPK1-AS1 JADE3 JMJD7-PLA2G4B KCNH6 KLHL12 KLHL29 KPNA2 KPNA3 LAMB1 LAMC1 LAMC2 LHFPL6 LILRB3 LIMCH1 LINC00114 LINC01720 LINC02911 LITAF LPXN LRATD2 LRBA LRIG1 LRP8 LRRC57 MAGED1 MAGED2 MAGT1 MAN2A1 MANEAL MBD4 MCCC2 MCL1 MCMDC2 METTL21A MGAT2 MIGA1 MMP3 MOK MSANTD2 MTF2 MTMR9 MTPN MTRR MYBL1 MYLK N4BP2 NABP1 NBEA NBPF10 NBPF11 NBPF14 NBPF3 NEU1 NFE2L3 NFKBIZ NHLRC3 NIPA2 NIPAL3 NLRP3 NLRP8 NPC1 NPIPB13 NPIPB4 NPL NR2C1 NRBF2 NSUN2 NUDT11 OCIAD1 OIP5 ORC6 OTX1 P3H2 PAIP1 PALLD PAPSS2 PARD6G PBK PCNP PDE4C PHACTR4 PHLPP2 PI4K2B PI4KA PICALM PIGM PILRB PLAT PLAU PLSCR4 PM20D2 PNPT1 POC1B POGLUT1 POLQ PPP1CC PPP2CB PPP3CA PPTC7 PRDX6 PRPF4B PSMD12 PSMD6 PSMG1 PTPN12 PTPRE PURA RAB11FIP1 RAB11FIP2 RAB5IF RABGEF1 RAPH1 RASSF5 RBFOX2 RBM12 RECK RETREG1 RFTN1 RNASEL RNF38 RPA2 RPIA RPS6KA2 RRP1B RTCA RTN3 RUFY1 RUNDC1 SACM1L SATB2 SCCPDH SCML1 SCML2 SCO1 SDCBP SEC24A SEC24B SEC24D SEC63 SEMA3C SENP2 SEPSECS SERPINH1 SFT2D2 SGCB SH2B3 SH3D19 SHISA2 SHQ1 SHROOM4 SKP2 SLC15A4 SLC16A10 SLC16A9 SLC22A4 SLC25A51 SLC35A3 SLC35E1 SLC36A1 SLC38A1 SLC39A11 SLC44A4 SLC7A6 SLC7A7 SNAPC3 SNORA32 SNORD14B SPDYE2B SPTLC1 SRPX SRSF6P2 SSR3 STAG3L3 STAMBPL1 STIL SUGP2 SULT1A1 TAB3 TACC1 TACC2 TAF5 TAP2 TBC1D8B TDRD1 TECPR1 TERF1 TFDP1 TGFBR2 THBS1 TM7SF3 TMED10 TMEM154 TMEM17 TMEM183A TMEM185B TMEM267 TMEM87A TMTC4 TMX3 TNFAIP3 TNFRSF25 TNFSF15 TPGS2 TRAPPC11 TRGV5 TRIM13 TRIM33 TRIM63 TROAP TSEN2 TSPYL2 TUBA3FP UBE2E3 USP49 UTP3 VCL VKORC1 VWA8 WASL WDFY2 WDHD1 XIST XPNPEP3 XRCC2 ZBTB34 ZCCHC9 ZFYVE26 ZNF14 ZNF280D ZNF483 ZNF493 ZNF514 ZNF549 ZNF611 ZNF614 ZNF682 LU_EZH2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_EZH2_TARGETS_UP ACO2 ADAMTS4 ADAP1 AHNAK2 AHSA1 AKR1C2 ALKBH2 AMDHD2 AOPEP AP1S1 APOBEC3F ARHGAP21 ARL17B ARTN ATOX1 AVPI1 AZIN2 B4GALT1 BCAS4 BEND4 BEX3 BIK BOK BST2 C17orf49 C1orf210 C1orf50 C2CD2 C6orf226 C8orf82 CASP7 CAVIN3 CBR1 CBY1 CCDC107 CCDC32 CD68 CDK9 CENPV CFD CGB5 CGB8 CHST14 CLDN7 CLDND2 CLIC3 COMTD1 COX14 CPM CRYBB2 CSH1 CSK CUTA CYB561D2 CYP1B1 CYTOR DDIT3 DDIT4 DENND2A DLK2 DPM3 ECHDC3 ELFN2 ELOB EMC6 ENDOG ENSA ETFB F11R FAM219B FAM222A FAM25A FAM25EP FGA FLOT1 FNBP1 FOXK2 G0S2 G3BP2 GALT GANAB GARIN5A GATD3 GCHFR GFOD2 GNA11 GSDMA GUCD1 H2AC20 H2AJ HABP4 HAGHL HBQ1 HCFC1R1 HDAC1 HDGFL2 HES4 HNRNPA3 HSCB HSD11B1L HSDL2 HYAL2 HYAL3 IER3 IFI27 IFI35 IFIT1 IFIT3 IFT43 IRF7 ISCA1P1 ISG15 ISOC2 JOSD2 KLHDC3 KLHDC9 KLHL35 KRTCAP2 LAMTOR4 LMNA LMTK3 LONP1 LPCAT1 LSM7 LY6H MAFA MAPK11 MAPKAPK3 MATK MCRIP2 MEX3D MFSD3 MGMT MICAL2 MIEN1 MKNK2 MPG MRFAP1L2 MSRB3 MTX1 MYH4 MYL6B NAA38 NCAPH2 NDUFA8 NENF NES NEURL3 NME2 NME3 NOLC1 NUDCD3 NUDT1 OASL OCEL1 ODF2 OGFR OGG1 OSBPL5 OXLD1 PAGR1 PAQR7 PARD6A PCK2 PCNX3 PDXP PEX16 PFDN6 PFKL PGAP3 PHF19 PHF5A PHGDH PIH1D1 PITX1 PLAAT4 PLEKHJ1 PMVK PODXL2 POLR2C PPFIBP1 PPIL6 PPP1R14B PPP1R1B PPP2R2A PPP3R1 PRDX4 PRIM2 PRMT6 PRSS23 PSMB10 PSMB7 PSMB8 PSMB9 PSMC3 PSMD4 PUSL1 RAD51D RARRES2 RCC1L REEP5 RGS19 RHOF RMND5B RNASEH2CP1 RPAIN RPL13AP6 RPL36 RPLP0P6 RPS19BP1 RPS6KB2 RPUSD1 RUVBL1 S100A13 S100A2 S100A4 S100A6 SCAND1 SDC4 SDHC SERF2 SH3GL3 SHARPIN SIGIRR SKA2 SLC25A26 SLC6A10P SNCG SNHG10 SNHG11 SNHG32 SOD2 SPANXD STK19 STUB1 STYXL1 SURF2 TAF15 TCF20 TEAD4 TEDC1 TES TESK1 TEX19 THOC3 THOC6 TLCD1 TLK2 TM4SF1 TMEM141 TMEM216 TMEM217 TMEM30A TOMM22 TOR3A TP53BP2 TPM4 TRAPPC12 TRAPPC5 TRIB3 TRIM16L TRIM47 TRIOBP TRIP6 TSPAN17 TUFT1 TYSND1 UBE2L6 UNC45A UQCR10 VOPP1 WASH2P WDR45 WDR54 WDR74 WDR83 ZCCHC24 ZCCHC3 ZDHHC16 ZMAT5 ZNF133 ZNF589 ZNF616 ZNF629 ZNF814 ZNHIT1 ZNRD2 ZP3 ZW10 LU_IL4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_IL4_SIGNALING ALOX5 ANKRD33B APPL2 ARPC5 ATPAF1 ATXN1 BATF BCKDK BCL6 BHLHE40 CCL4 CCL5 CCN2 CD69 CD79B CD86 CFLAR CISH CLTC CMTM6 CNTN6 CTSD EBF1 EGR1 EIF4G1 EVI2A FCER2 FGL2 GCSAM GNAS GNG2 GSR HLA-DRB5 HLX HOMER2 HOXC4 HUWE1 IL2RA IL4R IL6 IRF8 KLF13 KMO LY75 MAL MAP3K5 METTL14 MGLL MOK MRPS15 MTCL1 MTMR9 NCF2 NCOA3 NEK6 NFIL3 NFKBIZ PDE7A PEG10 PHF20L1 PKN2 PMAIP1 PPP2CA PPP6C QSOX1 RASGRP3 RGS6 RPL5 RPS2 SAMSN1 SEL1L3 SELL SIAH2 SLA SLC15A2 SLC39A8 SMARCA2 SOCS1 SPAG1 SPINT2 STAT4 STK4 TLR3 TLR7 TNFAIP3 TNFRSF11A VCL VEGFC WT1 XBP1 ZBED2 LU_TUMOR_ANGIOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_ANGIOGENESIS_UP CCND2 CCNE1 CD44 CXCR4 E2F3 EDN1 EZH2 FGF18 FGFR1 FYN HEY1 ITGAV JAG1 JAG2 MMP9 NOTCH1 PDGFA PTK2 SPP1 STC1 TNFAIP6 TYMP VAV2 VCAN VEGFA LU_TUMOR_ENDOTHELIAL_MARKERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_ENDOTHELIAL_MARKERS_DN GREB1 HS6ST2 OGN PLN SELE LU_TUMOR_ENDOTHELIAL_MARKERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_ENDOTHELIAL_MARKERS_UP ADAM12 ADAP2 CHN1 COL5A3 EGFL6 FZD10 HOPX HSPA6 LCP2 MMP9 MXRA5 PAMR1 PLXDC1 PMAIP1 POSTN RPS11 STC1 TNFAIP6 TNFRSF21 TWIST1 VCAN WDR77 LU_TUMOR_VASCULATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_VASCULATURE_DN ABI3BP ARX CELF2 GREB1 HS6ST2 ITM2A MAOB OGN PLCXD3 PLN PRKAR2B PWWP3B SELE LU_TUMOR_VASCULATURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LU_TUMOR_VASCULATURE_UP ADAM12 ADAP2 CHN1 CMTM8 COL5A3 EGFL6 FJX1 FOXF2 FZD10 HOPX HSPA6 ISG15 LCP2 MMP9 MUC1 MXRA5 PAMR1 PLXDC1 PMAIP1 POSTN RPS11 SCIN SPP1 STC1 TNFAIP6 TNFRSF21 TWIST1 VCAN WDR77 LY_AGING_MIDDLE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_MIDDLE_DN CCNA2 CCNB1 CCNF CDC20 CENPA CENPF FOXM1 H2AX HMGN2 KIF11 KIF23 KIF2C MYBL2 PLK1 PTGS2 UBE2C LY_AGING_MIDDLE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_MIDDLE_UP COL15A1 COMP CRYBB2 CST6 CXCL8 DPT FMOD HTRA1 MMP10 MMP12 PTGS1 SERPINB2 THBS2 TNFRSF11B LY_AGING_OLD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_OLD_DN ATR BARD1 CCNA2 CCNB1 CCNF CDC20 CDC25B CDH11 CDK4 CENPA CENPF CKAP5 CKS1B CSE1L CTSC CXCL8 DDX39A FBL FBN2 FOXM1 H2AX H2AZ1 HAS2 HMGB2 HMGN2 HSD17B10 KIF11 KIF14 KIF23 KIF2C MCM2 MYBL2 NAE1 NASP NUP88 PAFAH1B1 PARP1 PCNA PKMYT1 PLK1 POSTN PPP1CC PSMA2 PSMA3 PSMC2 PSMC6 PSMD11 PSMD12 PTGS2 RANBP1 SAFB SERPINB2 TGFBR2 TYMS UBE2C UGCG LY_AGING_OLD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_OLD_UP COMP CRYAB CST6 FMOD HTRA1 MMP12 PTGS1 LY_AGING_PREMATURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/LY_AGING_PREMATURE_DN BARD1 CBX1 CCNF CDC25B CENPA CKS1B CXCL8 DDX39A ENPP2 FBL FOXM1 H2AX HAS2 HMGB2 HMGN2 KIF2C MCL1 MCM2 MMP3 MYBL2 NASP NUP88 PARP1 PKMYT1 PTGS2 RANBP1 SAFB SERPINB2 TYMS UGCG MACAEVA_PBMC_RESPONSE_TO_IR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MACAEVA_PBMC_RESPONSE_TO_IR ACER2 ACTA2 AEN AMZ2 ANKRA2 ANXA4 APOBEC3C APOBEC3H ARHGEF3 ASCC3 ASTN2 BAX BBC3 BLOC1S2 BRMS1L CCDC90B CCNG1 CD70 CDKN1A CDS2 CMBL CPSF3 DCP1B DDB2 DENND2D DNER E2F7 EDA2R EI24 F5 FAS FBXO22 FDXR FGD3 FGF10 GADD45A GCSAM GLS2 H3C6 HECTD3 IKBIP INKA2 IRAG2 ISCU ITPR2 JADE3 LIG1 MAMDC4 MAP4K4 MDM2 MGME1 MIR34AHG NDUFAF6 NSD1 NSF OR2G6 OR2T11 OR2T2 PANK1 PAPPA-AS1 PCNA PCNP PHPT1 PLK2 POLH POLR2A PPM1D PPP4R3A PRKAB1 PTGER1 PTP4A1 PTP4A1P7 PVT1 PYHIN1 RAP2B RETSAT REV3L RINL RNA5SP354 RNU6-1156P RPL22P19 RPS27L RRM2B SESN1 SLC7A6 SOCS4 SPATA18 TCAIM TIGAR TM7SF3 TMEM131 TMEM30A TMEM68 TMT1A TNFRSF10B TNFRSF10D TNFSF4 TNFSF8 TP53INP1 TRIAP1 TRIM22 TRIM32 XPC ZMAT3 ZNF337 ZNF79 MACLACHLAN_BRCA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MACLACHLAN_BRCA1_TARGETS_DN ACTB BAK1 BAX CCNB1 CD59 CD9 COL16A1 COL8A1 FRZB GRB2 KRT4 KRT5 PIN1 RXRB SEMA3B ZYX MACLACHLAN_BRCA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MACLACHLAN_BRCA1_TARGETS_UP ARHGDIA CDC34 CDK16 CDK4 CDKN1A COX7A2L DDIT3 GADD45A GAPDH IGFBP2 IGFBP4 KRT2 LFNG MET PCNA RAC1 RHOA TIMP1 TIMP2 TOP1 TOP2A MADAN_DPPA4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MADAN_DPPA4_TARGETS AARD ABCB1 ACOT1 ALYREF AP1S3 AURKC CA4 CALB2 CFAP144 CHFR CLCA3P CXorf49 CYCTP DAZL DDX4 DNAJC6 DPPA4 FTH1P19 GAD1 GLI1 GPX2 GTSF1 HCK HOOK1 HORMAD1 IQCG KLHL13 MAEL MEP1B MLLT6 MSANTD5 MYO1F NAA11 NDUFB11 NEFH NEUROD1 PDCL2 PLEKHG1 PRAMEF13 PRPF39 PRRC1 RASIP1 REC114 RHOXF1 RHOXF2 RNF17 SERPINB6 SHE SLC25A31 SNAP91 SNTB1 SOHLH2 SPESP1 SPINK1 STK31 SYCE1 TEK TEX19 TTPA TUBA3C USP17L2 ZSCAN4 MAEKAWA_ATF2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAEKAWA_ATF2_TARGETS CCR3 CHIA CHL1 CLCN1 CNR2 CRP DDX3Y FMO5 HTR4 IGKV2D-30 IGLL1 INA KLK1 LRRN1 MSTN PCNP SDF2 SIX4 SLC1A5 SULT2A1 VPS13C XRCC5 ZG16B ZIC2 MAGRANGEAS_MULTIPLE_MYELOMA_IGG_VS_IGA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAGRANGEAS_MULTIPLE_MYELOMA_IGG_VS_IGA_DN ACTB ALAS2 BRCA1 CCND1 CFI CSF1R CSF3R CSK DAP FBP1 FGB GATA6 GLUD1 ID2 IGHG1 IL16 IL1B ITGA2B KLF1 MYB PELO PSMB7 RAP1A RPL13AP5 SEPTIN5 TPBG UBAP2L ZNF148 MAGRANGEAS_MULTIPLE_MYELOMA_IGG_VS_IGA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAGRANGEAS_MULTIPLE_MYELOMA_IGG_VS_IGA_UP ABCA7 ALG2 ANXA1 AP1B1 BEX3 COL16A1 CST3 DARS1 DCTN1 FAH GAS1 GATA2 IGHV1OR15-1 INPP1 JAG2 LIPE NAA10 PPP1CA PSG2 SRF MAGRANGEAS_MULTIPLE_MYELOMA_IGLL_VS_IGLK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAGRANGEAS_MULTIPLE_MYELOMA_IGLL_VS_IGLK_DN ALG8 ANKS1A AXL CD46 CDSN CKAP2 CTNNB1 DUSP1 GAS2 GAS2L1 HYAL1 IGLC1 LTA LTBP4 NECTIN2 PBX1 PNPLA6 PRKD2 RBL2 RHOG RPL4 SAMHD1 SCN1B ZNF331 MAGRANGEAS_MULTIPLE_MYELOMA_IGLL_VS_IGLK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAGRANGEAS_MULTIPLE_MYELOMA_IGLL_VS_IGLK_UP BMP2 BPHL CCL3 CDC42EP3 CDK1 CSNK2A2 CTSB CUL4A CYB5A DDR1 DSG1 EDN3 ELAVL4 EXT1 FAS FGR GSTM5 HBG2 HSD17B2 IGKC LAMB3 MALT1 MYB NFE2L3 NFIX NFKB1 NR2C1 PICK1 PLXNB3 PRKCI RB1 RECQL5 SH3GL2 SIAH2 SMARCA1 TGFB3 TLX1 TNK2 UBE3A YEATS4 ZMYM2 MAHADEVAN_GIST_MORPHOLOGICAL_SWITCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHADEVAN_GIST_MORPHOLOGICAL_SWITCH CCN2 CDH13 CDH6 ELMO1 FSCN1 ITGA3 MMP2 MMP3 MYO10 NEDD9 PDLIM1 SPOCK1 SPP1 TFPI2 TPM2 MAHADEVAN_IMATINIB_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHADEVAN_IMATINIB_RESISTANCE_DN ABCG1 ADGRL2 ALDH1A2 ANO1 BCHE CA2 CHODL CST1 CXCL12 CXCR4 FGL2 GDF10 HAND1 KIT MEOX2 MYOC PIP5K1B PTGIS SRGN VCAM1 MAHADEVAN_IMATINIB_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHADEVAN_IMATINIB_RESISTANCE_UP ALDH1A1 AXL BAMBI CD24 CRIM1 CXCL14 CYTL1 DKK3 GREM1 HSD17B2 KYNU MYO10 NNMT PDGFC SCN3A SERPINE2 SLC1A1 SPANXA1 SPANXA2 SPANXB1 SPANXC SPOCK1 MAHAJAN_RESPONSE_TO_IL1A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHAJAN_RESPONSE_TO_IL1A_DN ACADVL ACOX1 AKR1B10 ALDH3A2 ALDH7A1 ARL6IP5 ASAH1 B4GAT1 CCN2 CHST10 COL4A5 CTNNAL1 CYP19A1 CYP2A13 DYNC1LI2 DYRK2 EPHA2 EPHB4 F8 FOS FOXN3 GALC GALNT2 GRP GSTA4 HSPA4L IDH2 IL11RA ITGB5 KDELR3 KPLCE LAMA4 LDLRAD4 LMNA LPP MAGEA11 MAPRE2 ME1 MITF MYH10 NEK4 PCNA PEX3 PLS3 POLR1C POSTN PPP2R5C PPT2 PRKCI PTEN RALA RECK RNF24 RPL3 RYK SF3B1 SLC25A12 SLC29A1 SLC2A3 SLIT3 SMC3 SRI SYNJ2 TGFBR3 TOB2 UBE2N UBR5 VCAN VDAC2 ZBTB18 MAHAJAN_RESPONSE_TO_IL1A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAHAJAN_RESPONSE_TO_IL1A_UP ACKR3 ACVR1B AKAP8L AKR7A3 APOD AR B4GALT1 BAK1 BEST1 CCL20 CCL5 CCL8 CCNT1 CDX2 CHST7 COL7A1 CSF2 CXCL2 CXCL3 CXCL5 DUSP1 EDN1 EFS FLT1 FSTL3 GFRA2 HBEGF IL15RA IL1B IL2RB IL6 IL6ST IL7R IRAG2 ISG20 ITGA1 KCNA1 KDR KRT32 LMOD1 LTC4S MAFK MAP2 MAP3K13 MERTK MMP12 MYB MYC NEDD9 NFRKB NRCAM OASL PCP4 PDGFRA PIM2 PPARA PTP4A3 PTPRZ1 RAB11B RB1 RHOB RIPK1 SDC1 SECTM1 SERPINB2 SERPINB4 SLC16A1 SOD2 SPTBN1 SSTR2 STAT1 STAT4 TFPI2 THBS1 TNFAIP2 TNP2 TRIM25 MAINA_HYPOXIA_VHL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAINA_HYPOXIA_VHL_TARGETS_UP CDKN1C CLDN4 F3 NREP SERPINE1 SLC16A3 MAINA_VHL_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAINA_VHL_TARGETS_DN BHLHE40 BNIP3 CCN2 CCND1 CLDN4 ENO2 F3 GAL3ST1 GBE1 GNG4 MAF PSG1 SLC16A3 SPARC TNFSF10 VEGFA MAINA_VHL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAINA_VHL_TARGETS_UP ADGRG1 ALDH1A1 CDKN1C CNN1 DAB2 FILIP1L GLS MYL9 NREP TAGLN MALIK_REPRESSED_BY_ESTROGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MALIK_REPRESSED_BY_ESTROGEN BIK BMP7 CDH3 CERK CLDN4 CXCR4 EFEMP1 KLF6 MUC1 MXD4 NDRG1 RAP1GAP RPRM MALONEY_RESPONSE_TO_17AAG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MALONEY_RESPONSE_TO_17AAG_DN ABCD3 ABCE1 ARF4 ATP5F1C ATP5ME BABAM2 CA12 CALM2 CCT6A CLDN3 CLTA CLTB CYCS DYNLL1 EIF4A1 ELOB GJA1 GM2A GNG10 GNPAT GTF2A2 H4C3 HAT1 HNRNPA1 HNRNPAB HNRNPM IARS1 ILF2 KPNA2 LDHA MAD2L1 MAMDC2 MARCHF6 MDH1 NACA PA2G4 PDCD5 PLK1 POLR2L PRDX3 PRDX4 PSMA5 PSMA7 PTGES3 PTMA RBMX RPL27A RPL30 RPL35 RPL36AL RPS16 RPS8 RRM2 RSU1 SEC62 SMAD5 SNCA SNRPB SNRPE SNRPF SNRPG SRSF2 SRSF3 SRSF7 SSB SUB1 SYK SYNPO TIMM23 TMSB4X TPI1 UBE2C VDAC3 WRN XRCC5 YWHAE ZNF43 MALONEY_RESPONSE_TO_17AAG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MALONEY_RESPONSE_TO_17AAG_UP ARPC3 ATP5MC2 CAP2 CAPN1 CCL14 CCNI CPZ CTSH EEF2 EPHA1 HSPA1B HSPA8 HTR2B IFITM2 IGFBP2 KCNB1 KLF10 KSR1 MNDA MYL9 NEFM NFIL3 PCOLCE PDAP1 PLTP PTPRU SERPINB9 SERPINH1 SLC25A6 SMARCC2 SOX12 SPTAN1 ST13 STAT6 STX5 TAF10 TAF1C TARBP2 UBA1 UCP2 MALTA_CURATED_STEMNESS_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MALTA_CURATED_STEMNESS_MARKERS ABCG2 BMI1 CD34 CD44 CTNNB1 EPAS1 EZH2 HIF1A KDM5B KLF4 LGR5 MYC NANOG NES NOTCH1 POU5F1 PROM1 SOX2 TWIST1 ZFP42 ZSCAN4 MANALO_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANALO_HYPOXIA_DN AASDHPPT ABCF2 ACAT2 ADISSP AIMP2 AKAP1 AMDHD2 ARMC6 ASF1B ATIC ATP13A3 BARD1 BCS1L BOLA2 BOP1 BRCA1 BUD23 BYSL C17orf80 C1QBP C3orf52 CAD CCNA2 CCNE1 CCNE2 CCNF CDC6 CDC7 CDK1 CENPN CENPS CEP83 CHAF1A CIAO1 CISD1 CLPB COA7 COQ2 CPN2 CSE1L CTPS1 CUTC DBF4 DDX11 DDX18 DDX19A DDX21 DDX23 DGCR11 DHCR24 DHCR7 DHFR DHX35 DKC1 DLAT DLEU2 DNA2 DNAJC9 EBNA1BP2 EEF1E1 EIF2B3 EIF2S1 ELK1 ELOVL6 EMG1 ENPP1 ERCC6L EXO1 EXOSC2 EXOSC8 FAM136A FAM86C1P FANCG FANCI FASN FBXO42 FBXO5 FEN1 FERMT1 FIRRM FUS FXN GART GATB GCSH GEMIN2 GEMIN6 GINS1 GINS2 GINS3 GK GLRX2 GMNN GNPDA1 GPD1L GRWD1 GTPBP4 H2AX H3C4 HACD3 HEATR1 HEATR3 HJURP HMBS HMGA1 HNRNPD HNRNPDL HNRNPU IARS1 ID1 IDE IDH3A ILF3 IPO4 KIF23 LBHD1 LETM1 LMNB2 LRP8 MAD2L1 MAP2K3 MAZ MCFD2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MELK METTL2B MFN2 MLLT10 MNS1 MPHOSPH9 MRPL40 MRPL46 MRPS12 MRTO4 MTERF3 MTHFD1 NARS2 NASP NAT10 NCAPD3 NCLN NCS1 NDUFAF4 NEK4 NIF3L1 NLE1 NME1 NOL11 NOL12 NOLC1 NOP16 NOP56 NUP160 NUP188 NUP205 NUP43 NUP85 NUP98 NUSAP1 NVL ODC1 OIP5 ORC6 PA2G4 PAIP1 PAK1IP1 PARP1 PARP2 PARPBP PBK PCLAF PCYT2 PDCD2 PDSS1 PFAS PHB1 PKMYT1 PNO1 POLA2 POLD2 POLE2 POLR1G POLR2L POLR3G POLR3K POMT2 POP5 POP7 PPARD PPAT PPIF PRC1 PRMT5 PRMT7 PRPS1 PSMC3IP PSMD11 PSME3 PSME4 PSMG1 PUM3 PUS1 PWP2 RAD51 RAD51AP1 RANBP1 RB1 RBM28 RFC2 RFC3 RFC5 RGS4 RITA1 RPL39L RPP30 RPP40 RRM1 RRM2 RRP1 RRP15 RRP1B RRP9 RRS1 RSAD1 RUVBL1 RXYLT1 SACS SAR1B SCLY SEC23IP SEH1L SH2D1A SHCBP1 SKP2 SLC11A2 SLC19A1 SLC1A5 SLC25A10 SLC25A15 SLC5A6 SLCO4A1 SNAPC5 SNRPA1 SNRPD1 SNRPD3 SPDL1 SRM SRRT SRSF2 STIL TELO2 TFAM TIPIN TOE1 TOP3A TOR3A TPX2 TRAF3IP3 TRIP13 TSEN2 TSFM TSR1 TTLL4 TUBB4B TUBG1 TUBGCP4 UBE2S UBIAD1 UCHL5 UMPS URB1 URB2 USP1 USP39 UTP14A UTP20 VARS1 VRK1 VWA8 WDR12 WDR4 WDR74 WDR77 YARS1 ZNG1A ZWILCH ZWINT MANALO_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANALO_HYPOXIA_UP ABCA1 ACKR3 ACVR1B ADM ADORA2A AFAP1 AK4 ALDH2 ALPK3 ANG ANGPTL4 APOD ARL4C ATP2C1 ATXN1 AXL B3GALT4 BACE2 BCL6 BGN BHLHE40 BNIP3 BNIP3L CASK CCNG2 CD200 CDH2 CDK19 CDKN1C CELF2 CHST1 CHST15 CHSY1 CLIP2 COL18A1 COL1A2 COL4A1 COL4A2 COL5A1 COL9A1 CREB3L2 CUBN CX3CL1 CXCR4 CYP4F11 DCHS1 DDIT4 DIAPH2 DKK3 DLGAP4 DUSP6 EDN1 EGLN1 EGLN3 ENO2 ENPP1 EPOR ERO1A F8 FAM171A1 FER1L4 FILIP1L FKBP9 FNDC3B GABRP GADD45B GAS6 GBE1 GDF10 GJA5 GLCE GLS GPC1 GPNMB GRAMD1C GRK5 GYPC HES1 HIF3A HIVEP2 HLA-B HLA-E HTRA1 IDH2 IER3 IGFBP3 INHBA INHBE INSR ITM2A ITPR2 KANK3 KDM3A KLF11 LAMB1 LEPR LIMCH1 LIMS1 LOX LOXL2 LRRC32 MAFF MAGED2 MARCHF3 MAST4 MEF2A MMP2 MN1 MTHFD2L MTSS1 MXI1 MYH13 N4BP3 NAP1L1 NARF NDRG1 NEDD9 NFASC NFATC4 NINJ2 NMRK1 NOTCH4 NPAS2 NPR1 NUAK1 NYNRIN OPN3 P4HA1 P4HA2 PAM PDGFB PDZD2 PELI2 PGF PGM1 PGM3 PLCG2 PLEKHO1 PLOD1 PLOD2 PPARG PPP1R13L PTGIS PTGS1 PTPRB PTPRF PTPRR PXN RAI14 RASSF2 RBKS RGS3 RHOBTB1 RLN1 RPS6KA2 RRAS SEC24A SEPTIN4 SERPINE1 SHOX2 SIK1 SIRT3 SLC2A3 SLC6A8 SLCO5A1 SMAD6 SORBS2 SOX4 SPAG4 SPOCK1 SPSB1 STC1 STC2 SV2C SYNPO TAPBPL TCF7L1 TCIM TENT5A TGFBI TLE1 TMCC1 TMEM45A TNFAIP3 TNFRSF10B TNFRSF14 TNS1 TP53TG1 TPM1 TRIB2 TRIO TSGA10 TSKU TXNIP USP47 VEGFA VEGFC VLDLR VWF WASF2 ZBTB1 ZHX2 ZNF292 ZNF395 ZNF710-AS1 MANNE_COVID19_COMBINED_COHORT_VS_HEALTHY_DONOR_PLATELETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_COMBINED_COHORT_VS_HEALTHY_DONOR_PLATELETS_DN A2M ACADM ACE ACKR2 ACVRL1 ADAM12 ADORA2A AFF2 AFF3 AGBL3 ALDH1A1 ALDH1A2 ALG1L2 ANKDD1B ANKRD55 APCDD1L ARHGAP29 ARPIN ATP13A4 ATP13A5 AVPR1A BANK1 BEND2 BTLA CA2 CA5A CA8 CAVIN1 CAVIN2 CCDC103 CCDC50 CD34 CDH5 CDYL CEMIP CEP128 CIITA CLEC10A CLEC4C CLIC5 COA1 COBLL1 COL15A1 COL25A1 COL4A1 COL4A2 CPAMD8 CPNE4 CPVL CPXM2 CTNND2 CXCL12 CXCL5 CXCL6 CYCS DAB2IP DACH1 DCDC2 DLK1 DMD DNAH12 DPYD DPYSL3 DYTN EFNA5 ENAH ENKUR ENSG00000285976 ENTHD1 ENTREP2 EPHA1 ERC2 ERV3-1 FAM107A FAM241A FAM83D FGD5 FLNB FTO G6PC2 GARIN1B GLYATL2 GPIHBP1 GPR55 GPR88 GRHL1 H2BC7 HAT1 HECW2 HEMGN HLA-DMB HLA-DOA HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 HSD17B3 IFT70A IGF2 IGFBP5 IL33 IL3RA IL7R IRF8 ITGB3BP KCNAB1 KCND3 KCTD12 KDR KIF26A KRT5 KRTAP17-1 KRTAP29-1 LDB2 LEPR LGALS2 LIG4 LILRA4 LIMS3 LOXHD1 LRRCC1 LYSMD3 MAGOHB MAP3K7CL MAPK10 MECOM MFAP3L MINAR1 MLH3 MPEG1 MS4A14 MS4A7 MSANTD3-TMEFF1 MYEOV MYOF NEURL1 NLGN1 NOMO1 NR4A1 NRN1 NXT2 OR11L1 P2RY10 P2RY12 PACSIN1 PAPPA PARD3B PAX5 PDCD1LG2 PF4V1 PHACTR3 PHEX PID1 PLCB1 PLCL1 PLD4 POC1B POLR3G PPM1E PREX2 PRIMPOL PTPRD RAMP3 RASEF REG1B RETREG1 RGS18 RNF212B RPA1 SASH1 SCIN SDK1 SEPTIN10 SERPINB8 SETD7 SH2D1A SHTN1 SIGLEC12 SLC18A3 SLC37A2 SLC4A8 SLFN14 SMAD5 SMIM36 SNAP25 SPC25 SPIB STEAP1B STK26 STRBP STXBP6 SYNPO TAS2R14 TBX3 TECTA TFPI2 TGFB2 TGFBI TMEM150C TMEM70 TNFRSF21 TNFSF18 TNS1 TPPP3 UGT2B28 UNC5B UTRN VEGFA VWA8 WDFY4 WLS WNT9A WWOX YAP1 ZC3H12B ZNF117 ZNF229 ZNF257 ZNF347 ZNF367 ZNF438 ZNF490 ZNF660 ZNF665 MANNE_COVID19_COMBINED_COHORT_VS_HEALTHY_DONOR_PLATELETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_COMBINED_COHORT_VS_HEALTHY_DONOR_PLATELETS_UP ACACA ADCK5 AHSP ALAS2 ALKBH3 ALS2CL AMHR2 ANKRD45 APLP1 ARL2 ARL3 ARMC12 ASIC4 CAMK2A CAPN12 CASZ1 CCDC24 CD3D CDCA7L CDH6 CDHR1 CERCAM CISH CLDND2 CLN6 CMPK2 CMTM7 COL18A1 COX10 CRELD2 DDIT3 DECR2 DPM2 EFNA1 EMID1 EPB42 EXOC3L4 FAM131C FAM174C FAM177B FAM83H FBXO32 FDXR FKBPL FLYWCH1 FNDC4 GADD45G GCKR GYPC H2AC25 HBA1 HBA2 HBB HBD HBE1 HBM HERC6 HLX HMBS HMGA1 HPR HPSE HRC IDUA IFI27 IFI6 IFITM1 IFITM2 IFITM3 IGLL5 INSL3 IRF7 ISG15 ITPKC JAK3 JCHAIN KEL KIFC2 KLF1 KREMEN1 LBHD1 LGALS3BP LINGO1 LMO4 LPAR2 LPIN1 LRP3 LRRC2 LTBR LY6E LY6G6F-LY6G6D LYRM4 MAMDC4 MAOB MAPK12 MAPRE3 METRN MGAT5B MIIP MINDY4 MMP17 MRPL12 MSANTD1 MSRB2 MT1X MVB12A MZB1 NAGLU NDRG3 NDUFS8 NICOL1 NKIRAS1 NPIPB15 NPW NR1D1 NRSN2 NTAQ1 NUDT14 NXT1 OLFML2A ORC5 P2RX4 PALM3 PALS2 PARP12 PCGF2 PCYT2 PFDN2 PGPEP1 PIK3IP1 PLD6 PMF1-BGLAP POR PPP3CC PPP6R2 PSPN RELB RNF144A RNF213 RSAD2 S100A10 SEC14L2 SELENBP1 SERPINH1 SHISA4 SLC25A37 SLC25A39 SLC2A1 SLC6A8 SMIM1 SNX27 SPATA20 SPINK4 SRM TAPBP TATDN3 TBC1D22B TBC1D3L TEX10 TGIF2 TMEM208 TNFRSF18 TP53I3 TPM2 TPRN TSPAN17 TSPAN4 TXNRD3 UQCC3 UQCC5 USP18 VASN WDR53 WNT5B XAF1 XYLT2 ZBTB49 ZNF385B ZNF496 MANNE_COVID19_ICU_VS_HEALTHY_DONOR_PLATELETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_ICU_VS_HEALTHY_DONOR_PLATELETS_DN A2M ACKR2 ADAM12 AGBL3 ALDH1A1 ALDH1A2 ALG1L2 ANKDD1B APCDD1L ARHGAP29 ATP13A5 AVPR1A BACH2 BET1 BTLA CA2 CA5A CAAP1 CABLES1 CAVIN1 CAVIN2 CCDC50 CD34 CDYL CEMIP CEP128 CLIC5 COL25A1 COL4A1 COL4A2 CPAMD8 CTNND2 CXCL5 DCK DENND11 DLK1 DNAH12 DPYSL3 DYTN EFNA5 ENAH ENKUR ENSG00000285976 ENTHD1 ENTREP2 EPAS1 ERV3-1 FAM241A FAM83D FIRRM FLNB FTO GPR88 H2AC13 H2AC15 H2BC13 H2BC7 H2BC9 H4C9 HEMGN HLA-DOA HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 HSD17B3 IFT70A IGF2 IGFBP5 IL3RA IL7R IRF8 ITGB3BP KCND3 KDR KIF26A KRT5 KRTAP29-1 LEPR LGALS2 LILRA4 LPL LYSMD3 MACROD2 MAGOHB MAP3K7CL MAPK10 MECOM MEX3B MFAP3L MLH3 MS4A7 MSANTD3-TMEFF1 MYEOV NANOS1 NLGN1 NOMO1 NRN1 NXT2 P2RY10 P2RY12 PACSIN1 PAPPA PDCD1LG2 PF4V1 PHACTR3 PHEX PID1 PLCB1 PLCL1 PLD4 POLR3G PRIMPOL RAMP3 REG1B RGS18 RNF212B RNFT1 RPA1 SASH1 SCIN SEPTIN10 SETD7 SH2D1A SLC18A3 SLC4A8 SLFN14 SMIM36 SPC25 SPIB ST8SIA6 STK26 STRBP STXBP6 SYNPO TAS2R14 TBX3 TC2N TECTA TFPI2 TGFB2 TGFBI TMEM70 TNFRSF21 TNFSF18 TNS1 TTPAL UGT2B28 UTRN VWA8 WLS WNT9A YAP1 ZNF117 ZNF347 ZNF367 ZNF438 ZNF490 ZNF660 MANNE_COVID19_ICU_VS_HEALTHY_DONOR_PLATELETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_ICU_VS_HEALTHY_DONOR_PLATELETS_UP ABHD14A ACACA ACADVL ADGRG3 ADISSP ALPL ALS2CL ANKRD45 APLP1 ARL2 ARMC12 BHMT2 CACFD1 CAMK2A CD274 CD96 CDCA7L CDHR1 CERCAM CHST13 CLN6 CMPK2 COL18A1 CRELD1 CTSW DECR2 EME1 EXOC3L4 FAM174C FAM83H FBXO32 FCGR1A FDXR FHIP2B FIBP FKBP5 FLYWCH1 FNDC4 FOLR1 FOLR3 GCKR H2AC25 HBE1 HCFC1R1 HERC6 HPR HPSE IDUA IFI27 IFI6 IFITM1 IFITM2 IFITM3 IGLL5 IL1R2 INSL3 ISG15 ITPKC JAK3 KIFC2 KLF1 KREMEN1 LBHD1 LGALS3BP LINC03040 LPAR2 LPIN1 LRP3 LTBR LY6E LY6G6F-LY6G6D MAOB MAPRE3 MBOAT7 METRN MGAT5B MIIP MMP17 MMP25 MRPL12 MRPL27 MZB1 NDRG3 NICOL1 NPW NRSN2 NUDT14 OBSL1 OLFML2A P2RX4 PALS2 PCYT2 PFKFB4 PHPT1 PIK3IP1 PLBD2 POR PPP6R2 PRAF2 PSPN RNF213 ROGDI RSAD2 S100A12 SEC14L2 SERPINH1 SHISA4 SLC25A37 SLC2A1 SMIM1 SMIM10 SNX27 SPATA20 SPINK4 SRM STAB2 STARD7 TAPBP TP53I3 TPM2 TPRN TSPAN17 TSPAN4 TXNRD3 UNC13B WFDC1 XYLT2 ZNF496 MANNE_COVID19_NONICU_VS_HEALTHY_DONOR_PLATELETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_NONICU_VS_HEALTHY_DONOR_PLATELETS_DN A2M ACADM ACKR2 ADAM12 ADORA2A AFF2 AFF3 AGBL3 ALDH1A1 ANGPT1 ANKDD1B ANKRD33B ANKRD55 ANXA3 APCDD1L ARHGAP29 ARPIN ATP13A4 ATP13A5 AVPR1A BANK1 BEND2 BPIFB3 BTLA CA2 CA5A CA8 CADM2 CALU CAVIN1 CAVIN2 CCDC50 CD1C CD4 CDYL CEMIP CEP128 CFAP97D1 CLIC5 COA1 COL25A1 COL4A1 COL4A2 CPNE4 CPPED1 CTNND2 CXCL12 CXCL5 CXCL6 CYCS CYP11A1 DAB2IP DCDC2 DLK1 DMD DNAH12 DPYD DPYSL3 DYTN EFNA5 EMCN ENAH ENKUR ENSG00000285976 ENTHD1 ENTREP2 EPAS1 EPHA1 ERC2 FAM107B FAM241A FANCA FCER1A FGD5 FLNB FTO GARIN1B GASK1B GLRA4 GLYATL2 GNG10 GPIHBP1 GPR55 GPR88 GRHL1 H2BC7 HAT1 HEMGN HLA-DOA HLA-DQA1 HLA-DQB1 HLA-DRA HMGN5 HSD17B3 IDS IGF2 IL7R IRF8 IRX3 ITGB3BP KCNAB1 KCTD12 KDR KRT5 KRTAP29-1 LDB2 LEPR LGALS2 LIG4 LILRA1 LIMS3 LOXHD1 LRRCC1 LYSMD3 MAGOHB MAP3K7CL MAPK10 MECOM MFAP3L MINAR1 MLH3 MS4A7 MSANTD3-TMEFF1 NAP1L3 NCOA4 NOMO1 NRN1 NXT2 OPA1 OR11L1 P2RY10 P2RY12 P2RY14 PABIR2 PAPPA PAPSS2 PARD3B PDCD1LG2 PDE6H PF4V1 PHACTR3 PHEX PID1 PLCH1 PLCL1 PLD4 POC1B POLR3G PPM1E PRIMPOL PSRC1 PTPRD RAMP3 RANBP17 REG1B RGS18 RLN1 RNASE3 RNF11 RNF212B RPA1 RPH3AL SCIN SDK1 SEPTIN7 SERPINB8 SETD7 SH2D1A SH3BGRL SIGLEC12 SLC18A3 SLC4A8 SMAD5 SNAP25 SPC25 SPIB STK26 SYNPO TAS2R14 TBC1D8 TBX3 TFPI2 TGFB2 TGFBI TMEM150C TMEM70 TNS1 TPPP3 TRAM1 UBXN2B UTRN VEGFA VWA8 WDFY4 WLS WNT9A WWOX YAP1 ZC3H12B ZNF117 ZNF347 ZNF367 ZNF438 ZNF490 ZNF660 ZNF726 ZNRF2 MANNE_COVID19_NONICU_VS_HEALTHY_DONOR_PLATELETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANNE_COVID19_NONICU_VS_HEALTHY_DONOR_PLATELETS_UP ADCK5 ADPRM ALKBH3 ALS2CL AMHR2 ANKRD45 APLP1 ARL2 ARL3 ASIC4 C19orf81 CAPN12 CDCA7L CDH6 CDHR1 CIMAP1B CISH CLDND2 CLN6 CMPK2 CMTM7 COX10 CTNNBL1 DDIT3 DHX58 DYRK3 EFNA1 EIF2AK2 EPSTI1 EXOC3L4 FAM174C FBXO32 FDXR FKBPL FLYWCH1 FNDC4 GADD45G GCKR GTF2IRD2B H2AC25 HBD HBE1 HERC6 HMBS HMGA1 IFI27 IFI44 IFI6 IFIT5 IFITM1 IFITM2 IFITM3 IGLL5 IRF7 ISG15 JAK3 KEL KLF1 LBHD1 LGALS3BP LMO4 LPAR2 LPIN1 LRP3 LRRC2 LY6E LY6G6F-LY6G6D LYRM4 MAPK12 MAPRE3 METRN MIIP MINDY4 MMP17 MRPL12 MSRB2 MT1X MVB12A MZB1 NAGLU NBPF20 NDRG3 NECAB3 NICOL1 NKIRAS1 NPW NR1D1 NRSN2 NTRK1 NXT1 OPTN ORC5 P2RX4 PALS2 PARP12 PARP14 PARP9 PFDN2 PGPEP1 PIK3IP1 PLD6 PPP3CC PPP6R2 PSPN RELB RNF144A RNF169 RSAD2 S100A10 SEC14L2 SERPINH1 SLC25A37 SLC2A1 SMIM1 SNRPA1 SNX27 SPINK4 SRSF7 STOML2 TAPBP TATDN3 TBC1D22B TBC1D3L TEX10 TGIF2 TIMM10 TMEM208 TP53I3 TPRN TSPAN4 UQCC3 UQCC5 USP18 USPL1 VASN WNT5B XAF1 ZBTB49 ZNF296 ZNF496 ZNF597 ZNF701 ZNF77 MANN_RESPONSE_TO_AMIFOSTINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANN_RESPONSE_TO_AMIFOSTINE_DN BLMH CCNB1 HMGN2 HNRNPK KRAS PRKACB RRM2 TWF1 XPO1 MANN_RESPONSE_TO_AMIFOSTINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MANN_RESPONSE_TO_AMIFOSTINE_UP CASP4 CAT CDKN1A CPOX DDB2 EIF2B1 ERCC1 GDF15 GSR HDAC3 MDM2 MYC NEDD8 NME3 RAD23A S100A4 TOP2B XPC ZFP36L1 MARCHINI_TRABECTEDIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARCHINI_TRABECTEDIN_RESISTANCE_DN ACTA2 ACTG1 ACTN2 ADM AKT2 ANKRD1 BCAM BHLHE40 CAD CALR CBLB CDH13 CITED2 CNTN2 COL3A1 COL4A2 CSNK2A1 DLC1 EIF4A1 FSTL1 GABRA5 GPI HDLBP HLA-B HSP90B1 HSPA5 IGFBP7 IMPDH1 LOXL1 MARS1 NID1 NOTCH3 PKN1 PLPP3 PLXNB2 PRNP PSMF1 PTTG1IP PYCR1 RND3 RUSC2 SIRPA SLC16A3 SLC1A5 SLC3A2 SLC7A5 MARCHINI_TRABECTEDIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARCHINI_TRABECTEDIN_RESISTANCE_UP AGT AKAP12 AKR1C1 AKR1C2 ARHGDIB ATP6V0C CRIP2 CSF2RA DNAJB1 DUT GDI1 GLUL IFI6 IFIT1 MIF RAD51C TJP2 VBP1 YWHAQ ZNF24 MARCINIAK_ER_STRESS_RESPONSE_VIA_CHOP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARCINIAK_ER_STRESS_RESPONSE_VIA_CHOP ADH7 AMPD3 CA6 CDCA7 CHKA CLCN3 DDIT3 ERO1A ETS2 KITLG LONP1 MTM1 PARD6A POLR1A PPAN PPP1R15A PTRH2 PTX3 RAD1 SOAT2 STBD1 WFS1 MARIADASON_REGULATED_BY_HISTONE_ACETYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_REGULATED_BY_HISTONE_ACETYLATION_DN BDP1 CERS2 COL4A2 DCT DEGS1 FAM193A FGFR4 FIRRE GABPA GAS6 GIT1 GLMN GTF2IRD1 IGF2BP1 INO80D INPP5D KANK1 KLHL42 LINC01004 LUC7L2 MET MPDU1 MTCH2 MTR NRAP OGDH OTUD4 PAF1 PAIP2B PAN3 PCGF3-AS1 RBAK RNF138 SCCPDH ST3GAL4 TCF3 TRIM47 TSEN2 UQCRFS1 USF2 ZFX ZNF449 MARIADASON_REGULATED_BY_HISTONE_ACETYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_REGULATED_BY_HISTONE_ACETYLATION_UP AAMDC ABCD3 ACAP3 ADGRB2 ADSS2 AFTPH ARHGEF10 BCL2L1 CALCOCO1 CCN2 CDKN1C CHI3L1 CHMP4B CNKSR1 CORO7 CTNND1 CYB5B CYP1B1 DGKQ DLX4 DNAH17 DSE DUSP1 ENKD1 ESAM FBH1 FNBP4 GAK GALT GGT7 GLI3 GNPTG H1-2 HGD ID2 ID3 ISG15 MBD4 MCAM MIR22HG MYO9B NAALADL1 NCOA1 NOS3 ODF2 PDPK1 PPP1R12C PRKCD RBMS2 RETSAT RINT1 RMC1 SBNO1 SLC25A16 SLC2A2 SMARCD3 SYNJ1 TGM2 TUSC2 UBR4 ZFP36L2 MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_1 FOS GRN MT1E MT1H MYH9 PLCB4 SAT1 TMSB4X MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_2 ATP5F1D MAP1LC3B NEU1 NPC2 PER1 UBE2V1 VMP1 ZFP36 MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_CURCUMIN_SULINDAC_TSA_8 A1CF CALML4 CREM HNMT MTDH PI4KAP1 PPIL6 SOS2 TBC1D23 ZNF148 MARIADASON_RESPONSE_TO_BUTYRATE_SULINDAC_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_SULINDAC_4 CACNA2D4 CKAP2 CSDE1 FAIM FAM136A FES HMGB1 IL23A MYB NUCKS1 PHF10 SRSF8 SYK TYMS UBTF ZNF367 MARIADASON_RESPONSE_TO_BUTYRATE_SULINDAC_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_BUTYRATE_SULINDAC_6 ANP32A ARID1B ATP5F1B CDK5RAP2 CDK6 CHDH CTDSP1 DANCR DHX9 EIF4A1 ETS2 GRIN1 HMGB2 HNRNPH1 IFITM2 INPPL1 ITPR2 KHDRBS1 KMT5B MAPK4 MAZ MBNL3 MDGA1 MGME1 MLXIP MSI2 MYB NAP1L1 NCBP3 NSD2 PCNA PLCB2 RFX7 RNF180 RPRD2 SCAF11 SESTD1 SLC45A1 SMC2 SORBS2 ST18 STAT2 TIA1 TMPO TOP2B TUBB4B ZNF529 MARIADASON_RESPONSE_TO_CURCUMIN_SULINDAC_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_CURCUMIN_SULINDAC_5 ACADS ADK AGO2 ATF4 BCL2L12 BTF3 CKS1B DNAJA4 FUS IFIT1 INPP5A KCNS2 LAD1 MBTD1 ME1 MLH1 PCBP2 PSMB5 SMPD1 STC2 TARS1 XBP1 XPOT MARIADASON_RESPONSE_TO_CURCUMIN_SULINDAC_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARIADASON_RESPONSE_TO_CURCUMIN_SULINDAC_7 ADIRF AGO2 BGN DDX21 DRAM2 KAT7 LARP1B NCKAP1 NFKB2 PCBP1 PPP1R8 PTGDS RPL41 TP53 MARKEY_RB1_ACUTE_LOF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKEY_RB1_ACUTE_LOF_DN ABCA1 ABCG1 ACOD1 ACP2 ACSL4 ADAM8 ADAR ADGRE1 AGRN AK4 ALDH1A2 ALDOC ANXA4 AP3S1 APOBEC1 APOD APP ARNT ATP6V1B2 B3GNT2 BCL2A1 BHLHE40 BID BNIP3L C1QB C1QC C2 C3AR1 C5AR1 CACUL1 CASP4 CCL15 CCL23 CCL3 CCL4 CCL5 CCL7 CCL8 CCR1 CD300C CD52 CD72 CFP CH25H CHCHD10 CLEC4D CMPK2 CPXM1 CPXM2 CRABP2 CSF1R CSF2RA CSNK1D CTSB CTSE CTSH CTSZ CXCL10 CXCL14 CXCL3 CYP4V2 DAXX DDIT3 DDX3Y DHRS7 DNAJC5 EDEM2 EGLN1 ERO1A EVI2A FAM162A FCGR1A FCGR2B FERMT3 FKBP7 FNDC3A FPR1 GABPA GADD45A GATM GBA1 GBP2 GBP4 GBP7 GCNT2 GGPS1 GLRX GMFG GPC4 GRINA GRN GZMH H1-2 H2AC18 H2BC10 HCK HCLS1 HES6 HIPK3 HLA-A HLA-B HLA-E HLA-G HP IFI16 IFI27L2 IFI35 IFIH1 IFIT1B IFIT2 IFIT3 IFT20 IGFBP3 IGFBP5 IL18BP IL7R IQGAP1 IRF7 IRF9 IRGM ISG15 ISG20 ITGAM ITGAX ITGB2 KRT7 LAT2 LCP1 LDLR LGALS3BP LGMN LILRB3 LILRB4 LMO2 LST1 LYL1 LYZ MBD1 MCOLN2 MEOX2 MID1IP1 MKRN1 MMP10 MMP3 MPEG1 MSRB1 MT1A MT2A MXI1 NAMPT NAPSA NCF1 NCF2 NCF4 NCKAP1L NDRG1 NDRG2 NPR3 NPY NR1H2 NSUN4 NT5E NUPR1 OGN PCSK5 PCYT1A PDK1 PFKL PFKP PLA2G7 PLAC8 PLEKHO1 PLIN2 PNP PNPT1 PRDX5 PROCR PRRX1 PSMB10 PSMB8 PSMB9 PSME2 PTPN6 PTPRC RAB3D RAB8B RAC2 RBBP9 RETREG1 RNF34 RTF2 SAA3P SAP30 SAT1 SELPLG SEMA7A SERPINB9 SERPING1 SGCB SGPL1 SH3BGRL2 SKAP2 SMPDL3A SOCS3 SOD2 SP100 SPECC1 SPHK1 SPRR1A SRGN STAB1 STAT1 STOM TAP1 TAPBP TBC1D22A TGFBI TGOLN2 TMEM229B TMEM45A TNFSF9 TOR1AIP2 TOR3A TRIM5 TYROBP UBA7 UBE2A UBE2L6 UCK2 USP18 VAV1 XDH ZNFX1 MARKEY_RB1_ACUTE_LOF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKEY_RB1_ACUTE_LOF_UP ADSL AHCY ALAD AMD1 ANAPC11 ANAPC5 ANLN ANP32B ARCN1 ASF1B AURKA BANF1 BIRC5 BRCA1 BRCA2 BTBD1 BUB1 CASP8AP2 CAV1 CBX5 CBX6 CCK CCNA2 CCNB1 CCNB2 CCNF CD34 CDC25C CDC45 CDC6 CDCA3 CDCA7L CDH2 CDK1 CDK2 CDKN3 CDT1 CEBPZ CENPA CENPK CES2 CHAF1B CIP2A CKAP2 CKS1B CKS2 CMC4 COL6A3 COX6B2 CPSF2 CRABP1 CRIP2 CSE1L CXCL3 DCTPP1 DEK DLGAP5 DLX1 DNAJC9 DNPH1 DOHH DPAGT1 DTL DTYMK E2F1 E2F8 ECT2 EI24 EPHX1 EREG ETFB FAM13B FAS FBLN1 FIGNL1 FUBP1 GALNT1 GAS6 GCLC GCLM GMNN GREM2 GSK3A H2AZ1 H2AZ2 HAS1 HAT1 HAUS3 HDAC2 HELB HIP1R HJURP HMGA2 HMGB2 HMGB3 HMGN1 HMGN2 HNRNPC HNRNPR HPF1 HSPD1 ID4 IDH2 IFI27 IFRD2 IGF1R IL1R1 ILF3 IPO5 IQGAP3 KANK3 KIF11 KIF20A KIF22 KIF23 KIF2A KIF2C KIF4A KITLG KLF10 KPNA2 LAGE3 LMO7 LSM3 LSM4 LUC7L3 MAD2L1 MCM3 MCM4 MCM5 MCM7 MDM2 MIR675 MIS18BP1 MKI67 MRE11 MYH11 NAA10 NAP1L1 NASP NAV2 NEK2 NIPBL NOP58 NOS1AP NQO1 NSMCE4A NUCKS1 NUSAP1 OGT ORC6 OTUD4 PABPC4 PARP1 PCLAF PCNA PDIA3 PENK PERP PIMREG PLK1 POLA1 PPP5C PRADC1 PRC1 PRDX2 PRIM1 PRRX2 PSIP1 PSPC1 PTGER4 PTGES3 PTGIS PTMA PTPRVP RACGAP1 RAD21 RAD51 RAD51AP1 RAMP3 RANBP1 RBBP4 RBL1 RBMX RCL1 RFC1 RFC4 RFC5 RRM2 S100A3 SAE1 SASS6 SCOC SEMA3C SERF2 SET SFPQ SLC12A2 SLC39A6 SMAD6 SMC2 SMC3 SMIM11 SNHG5 SNORA57 SPDL1 SRSF2 ST3GAL4 STMN1 TARDBP TFDP1 TGDS TIMM8A TIPARP TIPIN TK1 TMEM106C TMPO TNRC6A TOPBP1 TPGS2 TRIM37 TRIM59 TRIP13 TSC22D1 TUBB TULP4 TYMS UBE2S UBE2T VAMP5 VCAN WAC WWTR1 XPO1 YLPM1 ZMYND11 MARKEY_RB1_CHRONIC_LOF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKEY_RB1_CHRONIC_LOF_DN ACKR4 ACTA1 ACTG2 ADAM8 APOE ARL5A ATP6V0B C1QA C1QB C1QC C3AR1 CA3 CADM1 CCL15 CCL3 CCN4 CD14 CD300C CD53 CD59 CFH CFP CLEC4D COLGALT1 CP CRCT1 CSF1R CTSS DCN DCTN6 EDN1 EGFR ENAH FABP7 FBXO9 FERMT3 GABARAPL1 GABRB1 GJB3 GNG11 H2BC1 H2BC10 HM13 HMOX1 HPGD HTRA1 IFI16 IFI30 IGFBP2 IGFBP3 IL6 IRF5 IVL KDM5B KRT18 LCP2 LGALS9 LILRB4 LMO2 MCCC1 MEST MIEN1 MLLT11 MMP12 MMP13 MS4A6A MSR1 MSRB1 NDRG4 NGF NINJ1 NPR3 NUPR1 PARM1 PLA2G7 PLAC8 PLD3 PLIN2 PLSCR1 PON2 PRDX2 PRRC1 PSTPIP1 PTPRC RABAC1 RASL11B RB1 RBP1 RENBP RHOB RNF149 RNF19B RPS6KA2 SARAF SEPTIN11 SHROOM3 SKAP2 SLC1A6 SLC22A23 SLCO3A1 SPI1 SQSTM1 SRGN STAB1 SYNGR1 TCEAL9 TEC TFPI TGFB2 TIMP3 TPD52L1 TPH1 TRPV2 TYROBP UBE2A UBFD1 UCHL1 UPK3B VAV1 ZDHHC14 MARKEY_RB1_CHRONIC_LOF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKEY_RB1_CHRONIC_LOF_UP ACAT2 AGTR2 ANAPC5 ANGPT2 ANGPTL2 ANP32B ANXA8L1 AQP1 AREG BRCA2 CASP2 CBFB CBX2 CBX6 CDCA4 CDCA7 CDK2 CDKN1A CHAF1B COL6A3 COX6B2 CRABP1 CRIP1 CXCL12 CYP51A1 CYTH3 DKK2 DNAJC9 DNM1 DNMT1 DNPH1 DOK1 EGR1 ELOVL6 ERCC5 EZH2 FADS1 FAM3C FDFT1 FOXP1 GAS2 GATA3 GATM GIPC2 GJA1 GPC3 GSR HJURP HOXA11 HOXA11-AS HSPA1A IDH2 IDI1 IGF2R IL1RL1 KANK3 KCNN4 KLF4 LSS MAN2A1 MAP3K4 MCM2 MCM7 MIR675 MSH2 NAB1 NCAPH NFIX NME4 OSMR PCLO PCNA PDGFRA PIGA PLTP PML POLA1 POLD1 PRDX4 PRIM1 PRKG2 PROS1 RAB3B RASA3 RBL1 RFC3 RSPO2 SCD SCMH1 SDC1 SEMA3F SFRP2 SGCD SIVA1 SLBP SLC1A5 SLC25A15 SLC27A3 SLK SMOC2 SQLE ST3GAL4 STMN1 STMN2 TIPIN TK1 TOP2A TPST1 TRIM37 UHRF1 VCAN WDHD1 XRCC1 ZMYM4 MARKS_ACETYLATED_NON_HISTONE_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKS_ACETYLATED_NON_HISTONE_PROTEINS GATA1 HMGA1 HSP90AA1 JUN KLF1 KPNA6 MYOD1 NCOA3 RELA SMAD7 WRN XRCC6 MARKS_HDAC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKS_HDAC_TARGETS_DN BCL2 BCL2L1 BIRC5 CCNA2 CCND1 CFLAR HIF1A IFNG IL1B IL6 STAT5A TNF TYMS VEGFA XIAP MARKS_HDAC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARKS_HDAC_TARGETS_UP APAF1 BAD BAK1 BCL2L11 CASP3 CASP8 CASP9 CCNE1 DFFA FAS FASLG GADD45B GLRX GSN H2BC26 MCM3 MT1L RARB TNFRSF10B TNFSF10 TP53 TXN TXNIP MARSHALL_VIRAL_INFECTION_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSHALL_VIRAL_INFECTION_RESPONSE_DN CCL15 CD7 CKS2 DTX1 GABPB1 GZMA GZMB H2AZ1 IL18RAP ITGB7 KIF23 KLF2 KLF3 KLRG1 MYB NFKBIA NFKBIB PCNA PDLIM1 PIM1 RASA3 RELB S1PR4 SGK1 STAT5B TCF7 TGIF1 TOB1 TXK MARSHALL_VIRAL_INFECTION_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSHALL_VIRAL_INFECTION_RESPONSE_UP ADGRG1 CHIA CTSS DDIT4 ISG20 ITGAE RBPJ ZNRF1 ZRANB2 MARSON_BOUND_BY_E2F4_UNSTIMULATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_BOUND_BY_E2F4_UNSTIMULATED AAAS ABCB6 ABHD10 ABRAXAS1 ACD ADHFE1 AGFG2 AHCTF1 AIMP2 AIPL1 AIRIM AK2 ALAD ALDH6A1 ALG8 ALKBH2 ALMS1 ANAPC15 ANKFY1 ANKRD49 ANLN ANP32E AP4B1 AP4M1 APEX2 APLF APOM APOO ARHGAP11A ARHGAP19 ARMC8 ASF1B ASPM ATP10A ATP5PD ATRX AURKA AURKB BAG6 BARD1 BICD2 BIRC5 BLM BLZF1 BORA BRCA2 BRD8 BRIP1 BRIX1 BRME1 BRMS1L BTBD10 BTF3L4 BUB1 BUB1B C12orf4 C12orf60 C16orf86 C18orf54 C1orf159 C1orf174 C21orf58 C2CD5 C5orf22 C6orf47 C6orf89 C9orf43 CALU CASP3 CASP8AP2 CBX1 CBX3 CC2D1A CCDC150 CCDC163 CCDC25 CCDC32 CCDC34 CCHCR1 CCM2 CCNA2 CCNB2 CCNF CCNG2 CCP110 CD2BP2 CDC20 CDC25A CDC25C CDC45 CDC6 CDC7 CDCA2 CDCA3 CDCA5 CDCA7 CDCA8 CDIN1 CDK1 CDK19 CDK2AP2 CDK5RAP2 CDNF CDT1 CENPA CENPE CENPH CENPI CENPK CENPL CENPM CENPN CENPP CENPQ CENPU CEP128 CEP55 CEP57 CEP72 CEP89 CFAP36 CFAP43 CFAP61 CGAS CHEK1 CHEK2 CHML CHTF18 CIP2A CIT CKAP2L CKS1B CLIC1 CLSPN CMC2 CMSS1 CMTR1 CNOT6 CNOT9 COMMD9 COX8A CRIPT CRNKL1 CSNK2B CSTF1 CSTF3 CTC1 CTNNA3 CXCL10 DARS2 DBR1 DCAF7 DCK DCLRE1B DCTN5 DDOST DDX11 DEPDC1 DEPDC1B DERL2 DGCR8 DHFR DHRS7B DHX36 DIAPH3 DLGAP5 DNAJB11 DNAJB14 DNAJC9 DNMT1 DROSHA DSCC1 DTL DZIP3 E2F1 ECT2 EFCAB11 EHD4 EIF3G EMC3 EME1 ENKD1 ENTREP3 ENY2 ERCC6L ERG28 ERI1 ERI2 ESCO2 ESPL1 ETAA1 EXO1 EXOSC2 EZH2 FAAP24 FADD FAM110A FAM111A FAM229B FAM53C FAM72A FAM76B FANCA FANCG FANCI FANCL FANCM FBXO48 FBXO5 FEN1 FH FHOD1 FIGNL1 FIP1L1 FIRRM FKBP15 FKBP3 FLAD1 GABPB2 GDE1 GEMIN6 GEN1 GINS3 GOLT1B GPANK1 GPD2 GSTCD GTF2A1 GTPBP1 GTSE1 H1-1 H1-3 H1-5 H2AC12 H2AC14 H2AC25 H2AC4 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC17 H2BC18 H2BC3 H2BC4 H2BC5 H2BC7 H2BC9 H3-4 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C6 H4C8 H4C9 HASPIN HAUS3 HAUS6 HAUS8 HDGFL2 HELLS HELQ HIKESHI HINFP HJURP HLTF HMBS HMGB3 HMMR HNRNPA2B1 HNRNPUL1 HROB HSCB HSD17B6 HSP90B1 HSPA13 HSPA14 HSPA8 HSPB6 ICE2 IDH3B IER5 IFT27 IFT80 IL23A IMP3 INCENP ING2 INIP INTS12 INTS3 INTS7 IPO11 IQGAP1 IRF2BP1 ISCU ITGB3BP ITPRIP IWS1 JOSD1 KATNAL2 KATNB1 KCNAB2 KCTD2 KCTD9 KIAA0825 KIAA1143 KIF11 KIF15 KIF18B KIF20A KIF22 KIF23 KIF24 KIF2C KIF4A KIFC1 KMO KNL1 KNSTRN KPNA2 KPNB1 LIN52 LMBRD2 LRR1 LRRC14 LRRC40 LRRC49 LSM2 LSM3 LSM5 LY6G5B MAD2L1 MAGOH MAGOHB MAP3K7 MARS2 MAST1 MASTL MATR3 MCM10 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCPH1 MDC1 MDM1 MED18 MELK METTL18 MFAP1 MIS12 MIS18A MMACHC MMUT MND1 MNS1 MPDU1 MRE11 MRNIP MRPL13 MRPL18 MRPL27 MRPL51 MRPL57 MRPS12 MRPS18C MSH2 MSH3 MSH5 MSH6 MSN MTAP MTBP MTFR2 MTO1 MUTYH MXD3 MYBL2 MYC MYG1 MYO9B MZT1 NABP2 NASP NBN NCAPD2 NCAPD3 NCAPH NCBP3 NDC1 NDC80 NEIL3 NEK2 NEMP1 NEMP2 NET1 NEU1 NFATC2IP NFYA NHP2 NME7 NOL8 NOLC1 NOP58 NOTCH1 NPHP4 NRM NSL1 NSMCE1 NTAN1 NUBP1 NUCKS1 NUDCD1 NUDCD2 NUDT2 NUF2 NUP107 NUP133 NUP153 NUP37 NUP50 NUP85 NUSAP1 NUTF2 NXT1 OARD1 OGG1 OPA1 OPN3 ORC1 ORC6 OSCP1 PAICS PAK4 PALB2 PAN2 PARPBP PARS2 PASK PBK PCDHGC4 PCDHGC5 PCLAF PCNT PDZD11 PELP1 PEX19 PIAS1 PIDD1 PIF1 PIGF PIGM PIMREG PITPNM1 PLAA PLEKHG2 PLEKHO2 PLK1 PLK4 PMF1 PML PMS2 POC1A POLA1 POLD2 POLD3 POLE2 POLE3 POLE4 POLN POLQ POLR1G POLR2A POP7 PPAT PPIH PPIL1 PPP1R13L PPP1R15B PPP1R7 PPWD1 PRC1 PRIM1 PRIM2 PRIMPOL PRKDC PROSER3 PRPF19 PRPF38A PRR11 PSMB9 PSMC3IP PTMA PYCR3 QTRT2 RAB11B RAB12 RAB24 RAB8A RACGAP1 RAD1 RAD51 RAD51AP1 RAD51B RAD54L RAMAC RANBP1 RANGAP1 RASSF3 RBL1 RBMX RBMX2 RDM1 RECQL RECQL4 REXO5 RFC4 RIBC1 RIMOC1 RIOK3 RLBP1 RNASEH2B RND2 RNF41 RNF8 RPA2 RPL3 RPL4 RPN2 RPP30 RPRD1B RPS20 RPS3A RPS6KA5 RPUSD1 RPUSD2 RRM1 RRM2 RRS1 RSL1D1 RTEL1 RTTN SAE1 SARS2 SART3 SASS6 SBDS SCAMP3 SCFD2 SEC11C SENP1 SERBP1 SETD5 SF3B5 SFPQ SGO1 SGO2 SHC1 SHCBP1 SHMT1 SHQ1 SIAH1 SIVA1 SKA1 SKA2 SKA3 SKP2 SLBP SLC11A2 SLC16A10 SLC25A10 SLC25A22 SLC31A1 SLC9A1 SLC9A5 SMC1A SMC2 SMC3 SMC4 SMC6 SMCR8 SMPD4 SNAPC5 SNRNP48 SP9 SPAG5 SPC24 SPC25 SPDL1 SPDYA SPICE1 SRSF1 SRSF10 SRSF11 SRSF6 STARD6 STAT1 STIL STK35 STMN3 STOML1 SYNGR1 SYNGR4 TACC3 TAP1 TATDN3 TBC1D13 TBCCD1 TCERG1 TCF19 TCF3 TCP1 TDP1 TEDC1 TEDC2 TEKT5 TENT5B TESK2 TFAP4 TFB1M TIMM50 TIMM8A TINF2 TIPIN TMCO1 TMEM129 TMEM143 TMEM167A TMEM241 TMEM258 TMX1 TNFAIP8L1 TOE1 TONSL TOP2A TOP3A TOPBP1 TP53 TPX2 TRA2B TRAIP TRIM27 TRIP4 TRMT2A TRMT6 TSEN15 TTC24 TTC32 TTC41P TTI1 TTK TTLL5 TUBB TUBE1 TXLNA TXN2 TXNDC12 TXNL1 TYW1B UBAP2 UBB UBE2C UBE2S UBXN6 UFD1 UFSP2 UHRF1 ULBP1 UNG USP1 USP5 UTP3 VAT1 VPS26B VPS35 VRK1 WBP11 WDR76 WRAP53 XPC XRCC2 XRCC4 YIPF5 YLPM1 YME1L1 ZFAND2A ZFPL1 ZMYM1 ZMYND19 ZNF124 ZNF367 ZNF438 ZNF689 ZW10 ZWILCH MARSON_BOUND_BY_FOXP3_STIMULATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_BOUND_BY_FOXP3_STIMULATED AASDHPPT ABCB8 ABHD1 ABHD12 ABHD13 ABHD2 ABHD8 ACOT1 ACOT2 ACP2 ACSL4 ACTBL2 ACTRT3 ADAM10 ADD1 ADGRE4P ADH1C ADIPOQ ADM ADORA2A AFTPH AGGF1 AGO2 AHCYL1 AIPL1 AKIRIN1 AKIRIN2 AKR1C4 ALG8 ALG9 ALYREF AMZ2 ANAPC11 ANGPTL4 ANKMY2 ANTXR2 ANXA7 ANXA9 AP4B1 APAF1 APBA2 APBB1IP APH1A APLP2 AQP11 AQP9 ARG2 ARHGAP10 ARHGAP11A ARHGAP12 ARHGDIB ARHGEF12 ARHGEF6 ARID1A ARID5B ARIH1 ARIH2 ARL10 ARL11 ARL5B ARL6IP5 ARL6IP6 ARMC6 ARMC8 ARPC1B ART2BP ASF1A ASH1L ASPH ATG12 ATG9B ATL3 ATM ATOSA ATP10D ATP1A2 ATP5IF1 ATP5PD ATP6V0A1 ATXN1 AVPI1 BABAM2 BACH1 BBS12 BBS4 BCAR1 BCL10 BIN3 BIRC3 BLCAP BLOC1S5 BLOC1S6 BLTP3B BMI1 BNIP2 BRCA1 BRMS1L BSPRY BZW2 C12orf60 C16orf87 C1GALT1 C1orf43 C1orf74 C21orf62 CA12 CAB39 CABP1 CAD CAMK1D CAMK2G CAP1 CATSPER2 CBLN3 CBX3 CBX7 CCDC117 CCDC18 CCDC32 CCDC77 CCL1 CCN2 CCND3 CCNG2 CCNI CCPG1 CCR1 CCR3 CCR4 CD2 CD274 CD28 CD3D CD3E CD3G CD47 CD53 CD72 CDC27 CDC40 CDK17 CDK19 CDK4 CDKN1B CDYL2 CELA1 CENPA CENPC CENPI CENPL CEP120 CEP57L1 CEPT1 CERS2 CETN4P CFAP418 CFAP43 CFAP68 CGA CGAS CGREF1 CHD1 CHD1L CHEK1 CHIC2 CHMP4B CILK1 CIP2A CISD2 CISH CITED2 CLEC2D CLIC1 CLIP1 CMPK1 CMTM7 CNOT2 CNOT6L CNTD1 COA3 COA7 COBLL1 COG3 COMMD3 COPS7B COQ10B CPD CPSF2 CREB1 CROT CRTAM CRYAB CRYGS CSF1 CSK CSNK1G2 CSRNP1 CSTB CSTPP1 CTDSPL2 CTPS1 CTSC CTSD CUL3 CUTALP CX3CR1 CXCL10 CXCR5 CXCR6 CYLD CYP1A1 CYTIP DAP DAP3 DAPP1 DARS2 DBF4 DBR1 DCAF1 DCLRE1B DCLRE1C DCUN1D3 DDA1 DDB2 DDIAS DDIT4 DDX39A DENND1B DENND4A DGKA DHFR DHRS9 DIPK1A DIXDC1 DLEC1 DMAC1 DNAAF11 DNAI4 DNAJA2 DNAJB12 DNAJB14 DNAJB4 DNAJC2 DNAJC8 DNASE1 DPYSL2 DRAM2 DSG2 DTL DUSP6 DUT DYNC2I1 DYNLT2 DYNLT4 DYRK1A DZIP3 EAF1 EAPP ECE1 ECPAS ECT2 EDEM1 EEA1 EFCAB2 EFL1 EGR2 EID1 EIF4E EIF4ENIF1 EIF5 ELAVL1 ELK4 ELL ELL3 ELOA ELOVL5 EML4 ENOPH1 ENTPD5 ENTR1 EOLA1 EPB41L2 EPC2 EPM2AIP1 ERCC1 ERI2 ERMARD ERN1 ERP27 ETF1 ETS1 ETV3 EVI2A EVI2B EYA2 F2RL2 FAF1 FAH FAM107B FAM133B FAM135A FAM162A FAM185A FAM216A FAM43A FAM72A FAM98B FARS2 FASLG FBRS FBXO48 FBXO9 FBXW10 FBXW12 FCGR3A FEM1B FGF7 FGL2 FGR FHIP1B FHL2 FIP1L1 FKBP1A FLAD1 FLOT1 FOXJ3 FRG2B FRMD6 FRMD8 FTH1 FUBP1 FYB1 FYN FYTTD1 GABPB1 GADD45B GAS5 GATB GBP2 GBP6 GCK GCNT3 GFPT1 GGNBP2 GGTA1 GIMAP5 GLCE GLIPR1 GLO1 GLT8D2 GLYAT GMFG GNG2 GOLPH3 GOLPH3L GOT2 GPAT4 GPD2 GPN3 GPR146 GPR171 GPR18 GPR22 GPR35 GPR65 GRAP GRAP2 GSAP GSR GSTCD GSTM2 GSTT2 GTF2A2 GTF3C6 GTPBP1 GTPBP2 GYPC H1-3 H1-5 H2AC12 H2AC18 H2AC19 H2AC20 H2AC25 H2AC4 H2AC8 H2AZ1 H2BC11 H2BC12 H2BC17 H2BC26 H2BC9 H3-4 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C6 H4C8 H4C9 HADHA HADHB HCLS1 HCST HECTD2 HERC1 HERC4 HERPUD2 HHAT HMG20A HNRNPA1L2 HNRNPDL HNRNPF HNRNPU HNRNPUL1 HOOK2 HOOK3 HP1BP3 HSD17B10 HSF4 HSP90B1 HSPA13 HSPA4L HSPBAP1 HSPH1 IDH1 IER3 IFI16 IFNK IGSF8 IKBIP IL10RA IL2 IL2RA IL9R ING3 INSIG1 INTS12 INTS13 IRAG2 IRF2 IRF8 ISCU ITGAL ITGB7 ITIH5 ITK ITM2B ITPRIP IZUMO1R JAK2 JAML JMJD6 JOSD1 JUNB KANSL2 KAT2B KBTBD3 KCNA3 KCNN4 KCTD10 KCTD20 KDM2B KDM5A KDM5B KDM5C KDM6A KHDC4 KHNYN KIAA1191 KIF2C KIF5B KIFC1 KLF6 KPNA3 KPNB1 KTI12 LCORL LCP2 LCTL LEO1 LEPROTL1 LETM2 LETMD1 LGALS8 LIMD2 LIPC LIPH LIX1 LNPEP LPXN LRIF1 LRP10 LRP2BP LRR1 LRRC25 LRRC27 LRRC58 LRRC8D LSM10 LST1 LTB LY9 LY96 LYPLA2 LYRM1 LYRM4 LYSET LYSMD1 LYSMD3 M1AP MAD2L1BP MAP2K6 MAP3K1 MAP3K5 MAP4K4 MAPK6 MAPKAPK3 MAPRE2 MARCHF6 MARCHF9 MAT2B MBNL1 MCL1 MCM3 MDM1 MDM2 ME1 MEFV MEIG1 METAP1 METTL13 METTL5 METTL6 MFSD11 MFSD14A MFSD6 MGME1 MIER1 MINDY1 MINDY3 MINK1 MIX23 MLEC MLH1 MLLT3 MPHOSPH8 MPLKIP MRPL33 MRPL34 MRPL36 MRPL42 MRPL45 MRPS28 MRPS31 MS4A6A MSH3 MSH5 MTMR1 MTO1 MTRF1L MYC MYL4 MYNN NABP1 NAP1L4 NARS2 NASP NAT9 NBR1 NCAPD3 NCF1 NCKAP1 NCOA3 NDFIP1 NDUFAF3 NDUFS6 NDUFV2 NEDD9 NEK7 NFAT5 NFATC2 NFATC3 NFIA NFKBID NOCT NOP58 NPAT NPB NPC1 NPTN NR1D1 NR1H3 NRBP1 NRDC NRGN NRIP1 NRP1 NSFL1C NSUN6 NT5E NUMA1 NUP153 NUP210 NUP43 NUP58 OACYLP OAF OAZ1 OCIAD2 OGT ORAI2 ORC5 ORM2 ORMDL1 OS9 OSBPL8 OSBPL9 P2RX4 P2RY10 P4HA3 PAICS PAIP2 PARK7 PBRM1 PCGF2 PCMT1 PCSK1 PDCD1 PDCD2 PDE6D PDIA3 PDK1 PEAK1 PECAM1 PER1 PFKM PGK1 PHAF1 PHTF2 PICALM PIKFYVE PIM1 PIMREG PIP5K1A PLCD1 PLG PLGRKT PLIN2 PLLP PLSCR1 PMPCA PMS1 PMVK PNRC2 POFUT1 POGLUT3 POLD3 POLD4 POLG2 POLR1E POLR3B POLR3C POP5 POU2AF1 POU2F3 PPAT PPEF2 PPIE PPP1CB PPP1R13B PPP2R1A PPP2R5A PPP4R1 PPT1 PRAF2 PRCC PRDX1 PRDX6 PRMT5 PRPF40A PRR13 PRRC2A PRRG4 PRUNE1 PSEN1 PSMB3 PSMC2 PSMD4 PSMD5 PSME3IP1 PTBP3 PTGER1 PTGER4 PTGR3 PTPN22 PTPRC PTPRJ PYM1 RAB19 RAB2A RAB3GAP1 RAB8B RABGAP1L RAD54L2 RAMP1 RANBP10 RAP1A RBKS RBL1 RBL2 RBM6 RBPJ RCC2 RCHY1 RCL1 REEP3 REL REST RETREG3 RGS1 RGS2 RGS3 RHBDD3 RHEB RHOA RHOG RIDA RILPL1 RIOK2 RIOX2 RNF11 RNF115 RNF121 RNF170 RNMT ROCK2 RPS26 RPS29 RPS6KA5 RPUSD2 RRP12 RSPRY1 RSRP1 RTN3 RUBCN S100A5 S100A6 SAMD13 SAMD4B SAMSN1 SARAF SARS1 SART3 SASH3 SAXO2 SCARB2 SCFD2 SCNM1 SCP2 SDCBP SDF2 SELENOI SEMA4A SENP1 SEPHS1 SEPTIN6 SERF2 SERINC1 SESN1 SESN2 SETD5 SETD7 SETDB1 SFR1 SGK1 SGPP1 SH2B3 SHC1 SHISA5 SIAE SIL1 SIPA1L1 SIX6 SKIL SLC11A2 SLC17A6 SLC20A1 SLC22A3 SLC23A2 SLC25A12 SLC25A15 SLC25A24 SLC25A33 SLC25A40 SLC25A45 SLC26A8 SLC2A1 SLC35B4 SLC35F6 SLC36A1 SLC37A3 SLC39A10 SLC3A2 SLC41A1 SLC49A4 SLC5A6 SLC6A4 SLC9A9 SLFN12L SMAD7 SMAP2 SMARCC1 SMG5 SMG7 SMIM14 SNAI3 SNAPC3 SNAPC4 SNRNP25 SNRNP35 SNX30 SPA17 SPAG9 SPATA6 SPRED2 SRGN SRP54 SRPK1 SRPK2 SRRM2 SRSF1 SRSF3 SRXN1 SSBP3 SSBP4 SSMEM1 ST13 ST8SIA4 STAP1 STAT3 STAT6 STK11IP STK26 STX16 STX7 SUGCT SUN2 SUPT20H SUPT6H SUSD6 SYF2 SYNE3 SYNJ2 SYNRG SYPL1 SYTL2 TAB2 TAF8 TBCE TBK1 TBL1X TBL1XR1 TBRG1 TCEAL9 TCEANC2 TCP11L2 TCTA TES TESK2 TEX19 TFB2M TGIF1 TGOLN2 THEMIS THUMPD3 THY1 TIAL1 TIMM21 TIPARP TLCD2 TLE3 TMED10 TMED2 TMED5 TMEM134 TMEM164 TMEM167A TMEM167B TMEM19 TMEM209 TMEM30A TMEM50A TMEM53 TMEM59 TMEM60 TMEM62 TMEM71 TMEM79 TMOD3 TMPRSS4 TNFRSF18 TNFRSF19 TNFRSF1B TNFRSF9 TNFSF14 TNFSF4 TNIP3 TNPO1 TOLLIP TOM1L2 TOMM34 TOPBP1 TOR1AIP1 TOR1AIP2 TP53 TPGS2 TPST2 TRADD TRAF3IP3 TRAPPC5 TRAT1 TRIM16 TRIM17 TRIM44 TRIM5 TRPC2 TRPC4AP TSHZ1 TSNAXIP1 TTC24 TTC41P TTC5 TTLL12 TUBG1 TXN UBA3 UBALD2 UBAP2L UBB UBE2D1 UBE2D3 UBE2D4 UBE2G2 UBE2N UBE2R2 UBE2V1 UBE2W UBE3B UBL3 UBR1 UBXN4 UBXN8 UCP2 URM1 USF1 USP10 USP17L2 USP3 USP4 USP48 USP6NL USP8 UTP25 UTP6 VAMP4 VPS26C VPS37B VPS72 VTCN1 WASF2 WBP11 WDR26 WDR31 WDR44 WDR45 WDR59 WDR6 WFS1 WRAP53 WSB2 XBP1 XPA XPNPEP3 XPO1 XRCC4 YKT6 YTHDF3 ZAP70 ZBED5 ZBTB1 ZBTB22 ZBTB25 ZBTB37 ZBTB5 ZC3H12D ZC3HAV1 ZDHHC9 ZFAND5 ZFAND6 ZFP1 ZFP3 ZFP36L1 ZNF205 ZNF280D ZNF281 ZNF330 ZNF426 ZNF559-ZNF177 ZNRF2 ZPBP2 ZWINT MARSON_BOUND_BY_FOXP3_UNSTIMULATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_BOUND_BY_FOXP3_UNSTIMULATED ABCA7 ABCB6 ABHD12 ABHD2 ABHD8 ABT1 ACAD8 ACAT1 ACBD5 ACSL4 ACTG1 ACTR2 ACTR3 ACTRT3 ADD1 ADH1C ADORA2A AFG2B AGGF1 AGO2 AIMP2 AJUBA AK2 AKIRIN1 AKR1C4 AKT1S1 ALDH3A2 ALG9 ALYREF AMBRA1 AMDHD1 AMPH AMZ2 ANAPC16 ANAPC5 ANGEL2 ANKMY2 ANKRD13C ANKRD22 ANKRD61 ANKZF1 ANXA7 ANXA9 AOX1 AP2A2 AP4B1 AP4M1 APEX2 APLF APLP2 AQP11 AQP9 ARCN1 ARF6 ARG2 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP12 ARHGAP15 ARHGAP45 ARHGDIB ARHGEF12 ARHGEF6 ARID1A ARID3B ARID5A ARID5B ARIH1 ARL15 ARL4A ARL4C ARL4D ARL6IP5 ARL6IP6 ARMC6 ARMC8 ARPP21 ARSB ART2BP ASB3 ASCC1 ASF1A ATF5 ATF7IP ATG12 ATG13 ATG7 ATM ATOSA ATP10D ATP1A2 ATP2A1 ATP5MG ATP5PD ATP6V0A1 ATP6V1D ATXN1 AURKB AVPI1 B4GALT1 B9D2 BABAM2 BASP1 BBS4 BCL10 BLM BLOC1S5 BLOC1S6 BLTP2 BNIP2 BRIX1 BRMS1L BSPRY BTNL10P BZW2 C11orf71 C12orf60 C15orf48 C16orf87 C17orf49 C1orf43 C1orf74 CA12 CAB39 CABP1 CAGE1 CAMK1D CAMK2D CARTPT CAT CBLN3 CCDC18 CCDC28A CCDC38 CCDC47 CCDC77 CCN2 CCND2 CCNG2 CCNI CCNY CCPG1 CCR4 CCR8 CD226 CD274 CD276 CD28 CD3D CD3E CD3G CD48 CD53 CD84 CDC123 CDC27 CDC40 CDK11B CDK17 CDK19 CDK5RAP3 CDK9 CDKL3 CDKN1B CDKN2D CENPA CENPC CENPK CENPL CENPM CEP120 CEP57L1 CERS2 CFAP43 CFAP68 CGAS CGRRF1 CHEK1 CHORDC1 CISH CITED2 CLCC1 CLEC12A CLEC2D CLK1 CLTC CMTM6 CNOT2 CNOT6L CNPPD1 CNPY2 CNTF COPG1 COPS7B COQ8A COX11 COX20 CPA3 CPD CPNE7 CPSF2 CPT1A CR1L CRACDL CREB1 CREB3L3 CREB3L4 CREBL2 CRYBA4 CRYGD CSK CSNK1A1 CSNK1G2 CSTB CSTPP1 CTDSP1 CTSE CTSS CUL3 CWF19L2 CX3CR1 CXCR6 CYP1A1 CYSLTR1 CYTIP DAP DAPK3 DARS1 DARS2 DBF4 DBR1 DCAF1 DCK DCLRE1A DCLRE1B DCLRE1C DDA1 DDB1 DDB2 DDIAS DDIT4 DDX24 DDX42 DEGS2 DENND1B DENND6A DET1 DGKA DHFR DHRS3 DHX33 DHX38 DIPK1A DLX1 DMAC1 DMPK DMWD DNAAF11 DNAI4 DNAJB12 DNAJB4 DNAJB6 DNAJC1 DNASE1L1 DNMBP DNTT DOHH DOK2 DPH6 DRC3 DUSP10 DUSP16 DUSP6 DUT DYNC2I1 DYNC2I2 DYNLT4 E2F2 EAPP ECH1 ECT2 EDARADD EDEM1 EEA1 EEF2 EFCAB2 EFCAB9 EGLN1 EGR2 EID1 EIF1 EIF2AK3 EIF2S1 EIF3H EIF3K EIF4E3 EIF4EBP2 EIF5 ELAC1 ELANE ELAVL1 ELF1 ELK4 ELL ELOA ELOVL5 ELP3 EMP1 EMP3 ENOPH1 ENTPD5 EOLA1 EPC2 EPS15 ERAP1 ERCC3 ERI2 ERLEC1 ERN1 ETAA1 ETS1 ETV3 EVI2A EVI2B EWSR1 EXOSC4 EXTL2 F12 F2RL2 FAM117A FAM13B FAM149B1 FAM185A FAM98B FANCI FARS2 FBL FBRS FBXL3 FBXO46 FBXW10 FCGR2A FCRLA FDXACB1 FGD3 FGD6 FGFR1OP2 FGL2 FHIP1B FKBP1A FKBP1B FLAD1 FLI1 FNTB FOSB FOSL2 FOXO3 FRAT2 FRG1 FRMD8 FSCN2 FTH1 FUBP1 FYB1 FYCO1 FYN FZD7 FZR1 GABARAP GARIN2 GARS1 GATA3 GBP2 GCNT3 GDI2 GEN1 GFPT1 GGNBP2 GGPS1 GGT1 GGTA1 GIMAP1 GIMAP4 GIMAP5 GIMAP6 GINS1 GJA1 GLB1 GLIPR1 GLT8D2 GMDS GMFB GNA13 GNG2 GNGT2 GOLPH3 GOLPH3L GPAA1 GPD2 GPR146 GPR171 GPR18 GPR22 GPR65 GPR82 GPX2 GRB2 GRK6 GRM6 GSR GTF2A2 GTF2B GTF3C6 H1-4 H1-5 H1-6 H2AC12 H2AC14 H2AC18 H2AC19 H2AC25 H2AC4 H2AC8 H2AJ H2BC11 H2BC12 H2BC13 H2BC17 H2BC18 H2BC4 H2BC5 H2BC7 H3-3A H3-3B H3-4 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C6 H4C8 H4C9 HADHA HADHB HARBI1 HAUS3 HAUS4 HAUS6 HBP1 HELZ HERC1 HERC3 HERC4 HHAT HIBADH HIVEP1 HMG20A HMGB1 HMMR HNRNPDL HNRNPF HNRNPL HNRNPU HNRNPUL1 HP1BP3 HPGDS HSP90B1 HSPA4 HSPA9 HSPH1 HYCC2 IBA57 ICAM2 ID2 IDH1 IFI16 IFI27 IFIT2 IFT122 IFT46 IGSF8 IL10RA IL17RA IL9 IMP3 ING3 INPP1 INSIG1 INTS13 IRAG2 IRF4 IRF8 ISCU ISY1 ITCH ITGA9 ITGAL ITGAV ITGB3BP ITK ITM2B ITPRIP IZUMO4 JAK2 JAML JARID2 JMJD6 JUNB JUND KAT6B KCNA3 KCNAB3 KCNJ2 KCNN4 KCTD10 KCTD2 KDM2B KDM5A KDM5B KDM5C KDM6A KHNYN KIAA1143 KIF11 KIF15 KIF18B KIF23 KIF3A KIF5B KISS1R KLF6 KLRB1 KNL1 KPNA3 KPNB1 KRI1 KRR1 KTI12 LAMTOR1 LAPTM5 LAS1L LBR LCP2 LDB1 LDLRAD3 LDLRAP1 LEO1 LEPROTL1 LGALS8 LIF LIMD2 LIN28A LMAN2 LPCAT3 LPXN LRP10 LRP2BP LRR1 LRRC10 LRRC41 LRRC42 LRRC66 LRRC75A LRRC75B LRRC8C LRRC8D LSM14A LSM3 LSM5 LY9 LY96 LYRM4 LYSET LYSMD1 LYSMD3 LZTFL1 MACROH2A1 MAD1L1 MADD MAF1 MANBA MAP2K2 MAP2K6 MAP3K1 MAP3K11 MAP3K14 MAP3K20 MAP4K1 MAP4K4 MAPK6 MAPKAPK3 MAPRE2 MARCHF6 MAT2B MBD4 MBNL1 MBP MBTPS2 MCM10 MCM3 MCM7 MDH1 MDM4 ME1 ME2 MED1 MED16 MED24 MEF2A MEIG1 METRNL METTL21A METTL27 METTL5 MFSD11 MFSD4B MFSD6 MGME1 MIB1 MICAL1 MIER1 MINDY1 MINDY2 MINDY3 MINK1 MIS18BP1 MKNK1 MLEC MLH1 MLLT3 MMP9 MNS1 MNT MOB1A MOB3A MOK MORC2 MOV10 MOXD2P MPG MPHOSPH8 MPLKIP MPP2 MR1 MRNIP MRPL33 MRPL34 MRPL45 MRPL48 MRPS31 MRPS33 MS4A6A MSGN1 MSH3 MSH6 MTFMT MTG1 MTHFD2 MTO1 MTRF1 MYC MYL11 MYL6B MYNN MYO1E NAA15 NAA16 NABP1 NAIF1 NANP NASP NAT9 NCAPD2 NCAPD3 NCOA3 NCOR1 NDFIP1 NDOR1 NDUFB3 NDUFC1 NDUFS4 NEDD9 NEMF NF2 NFATC3 NFE2L2 NFIA NFKB1 NGLY1 NHLRC2 NIF3L1 NIPA1 NKAP NKX2-6 NME1 NMI NMRK1 NPAS4 NPAT NPB NPC1 NPTN NQO2 NR1D1 NRDC NSMCE1 NSUN4 NT5E NUDCD2 NUDT4 NUDT5 NUF2 NUMA1 NUP153 NUP35 NUP43 NUP62 NXN NXT2 NYAP1 OACYLP OAF OGA OGT OPLAH OR10S1 OR2Y1 OR6C76 OR7E24 ORAI2 ORC5 OS9 OSBPL8 OSTF1 OTUD5 P2RY10 P2RY14 PABPC1 PAIP2B PANX1 PAPLN PAQR7 PARK7 PCBP1 PCMT1 PCNX3 PDCD1 PDCD6IP PDE12 PDE6D PDE7B PDK1 PEAK1 PES1 PGAM1 PHF23 PHF6 PHTF2 PIAS4 PICALM PIGK PIGL PIK3CD PIK3CG PIK3IP1 PIKFYVE PITPNB PJA1 PKM PKN2 PKN3 PLEKHB1 PLEKHF1 PLEKHG6 PLEKHS1 PLGRKT PLPPR3 PLSCR1 PLXNC1 PML PMS2 PNKP PNPLA7 PODNL1 POGLUT3 POLDIP2 POLE4 POLG2 POLN POLR1E POLR2A POLR3B PON2 POT1 POU2AF1 POU2F3 POU3F3 PPIL3 PPP1CB PPP1R13B PPP2R2A PPP2R5A PPP2R5C PPP3CA PPP4C PPP5C PPT1 PPWD1 PRAF2 PRCC PRDX1 PRDX6 PRELID3A PRKAR1A PRMT5 PRPF18 PRPF40A PRPF8 PRPS1 PRPSAP1 PRR15L PRRG4 PRTN3 PRUNE1 PSD4 PSEN1 PSMA3 PSMB11 PSMB5 PSMC1 PSMC3 PSMD4 PSMD8 PSME3IP1 PTGIR PTGR3 PTK2 PTPN2 PTPN22 PTPRC PTPRJ PTTG1 PXMP4 PYGL PYM1 QPCTL R3HDM1 RAB18 RAB19 RAB2A RAD1 RAD52 RAG1 RAMP1 RANBP2 RASA3 RASGRP4 RBKS RBL1 RBL2 RBM47 RBM5 RBM6 RBM7 RBPJ RCC2 RDM1 RDX REST RETREG2 RETREG3 RFX3 RGS1 RGS14 RGS2 RGS5 RGS9BP RHBDD3 RHBDF1 RHEB RHOA RHOB RIBC1 RIC1 RIMOC1 RIOK1 RIPK1 RLBP1 RMC1 RMND5A RMND5B RNASEK RNF128 RNF38 RNMT RPL29 RPLP1 RPS26 RPS29 RPS3A RPS6KA3 RPS6KA5 RSPRY1 RSRP1 RTF2 RTN4IP1 RUNDC3B RWDD1 SACM1L SARAF SART3 SASH3 SCMH1 SCML4 SCNM1 SEC11A SEC14L1 SEMA4A SEPHS1 SEPHS2 SEPTIN6 SERPINA11 SERPINB7 SERTAD1 SERTAD3 SESN1 SESTD1 SETD5 SETDB1 SF1 SFT2D2 SGPP1 SGSH SH2D3C SHARPIN SHC1 SHISA5 SHMT2 SHROOM1 SIAE SIK3 SIRT1 SLC16A6 SLC17A5 SLC17A6 SLC20A1 SLC22A4 SLC22A5 SLC23A3 SLC25A15 SLC25A24 SLC25A37 SLC25A40 SLC25A45 SLC26A11 SLC2A8 SLC30A7 SLC35B4 SLC35D1 SLC37A3 SLC39A1 SLC39A3 SLC4A1AP SLC6A4 SLC9A9 SLFN5 SLU7 SLX9 SMAD3 SMAD7 SMAP2 SMARCC1 SMC1A SMG9 SMPD2 SMYD3 SNHG16 SNX12 SNX31 SP6 SPA17 SPACA4 SPAG6 SPATA6 SPPL2A SPTY2D1 SRGN SRP19 SRP54 SRPK2 SRSF1 SSBP3 SSNA1 ST3GAL4 ST6GALNAC1 ST8SIA4 STAP1 STAT3 STAT6 STC2 STK10 STK11IP STK26 STK4 STKLD1 STOML1 STRADA STX12 STX16 STX1A STX7 STXBP4 SUB1 SUGCT SUMO2 SUPT7L SUPV3L1 SURF4 SYF2 SYNE3 SYPL1 SYT3 SYTL1 SYTL2 TAFAZZIN TAPT1 TAT TAX1BP1 TBC1D10B TBC1D15 TBC1D17 TBL1X TBRG1 TCEANC2 TCF4 TCP11L2 TCTA TEC TENT2 TERF1 TES TESK2 TEX19 TEX261 TFB2M TGFB1 TGFBR2 THA1P THEMIS THYN1 TIMM22 TIPARP TJP1 TKFC TLE3 TMC6 TMC8 TMED10 TMED5 TMEM106B TMEM134 TMEM140 TMEM147 TMEM164 TMEM167A TMEM167B TMEM199 TMEM203 TMEM222 TMEM30A TMEM50A TMEM59 TMEM60 TMEM62 TMEM71 TMEM91 TMIGD1 TMOD3 TMPO TNFRSF18 TNFRSF19 TNFRSF1B TNFRSF9 TNFSF4 TNPO1 TOM1L2 TOMM34 TOP2B TOR1AIP1 TOR1AIP2 TOR4A TP53 TP53INP1 TPGS2 TPM4 TPP2 TPRG1L TPRN TPST2 TRA2A TRAF3IP2 TRAIP TRAPPC1 TRAPPC2 TRAPPC2B TRDMT1 TRIM16 TRIM33 TRIM5 TRIM8 TRPA1 TRPC4AP TRPV2 TSC22D3 TSC22D4 TSHZ1 TTC16 TTC41P TTC5 TTK TTLL6 TUBA8 TUBB4B TUBG1 TXN TXNIP TXNL4B UBA3 UBA6 UBALD2 UBAP2L UBB UBE2B UBE2D3 UBE2H UBE2R2 UBE2V1 UBE2W UBE3B UBL3 UBR1 UBXN8 UFC1 UNC5A UQCRH URI1 URM1 USF1 USP21 USP3 USP4 USP48 USP6NL UTP23 UTP6 UVRAG VAMP4 VEZF1 VEZT VMP1 VPS11 VPS37B VPS45 VSIG8 VSIR VSTM2L VTA1 VTCN1 WAC WASF1 WASF2 WBP1 WBP11 WBP2 WDCP WDPCP WDR20 WDR26 WDR31 WDR44 WDR45 WEE1 WNT2B WRAP53 XBP1 XCL1 XPA XPO1 XPO7 XRCC4 YES1 YLPM1 YTHDF3 YWHAZ ZAP70 ZBED5 ZBTB1 ZBTB25 ZBTB5 ZC3HAV1 ZDHHC17 ZDHHC9 ZEB1 ZER1 ZFAND5 ZFAND6 ZFP1 ZFP36L1 ZKSCAN5 ZMPSTE24 ZNF146 ZNF275 ZNF280B ZNF280D ZNF35 ZNF394 ZNF429 ZNF559-ZNF177 ZNF609 ZNF708 ZNF879 ZNRF2 ZPBP ZPBP2 ZRANB3 ZWINT MARSON_FOXP3_CORE_DIRECT_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_CORE_DIRECT_TARGETS DUSP6 GADD45B GPR171 IL2 IRF8 ITK JAK2 MAPRE2 MYC NFKBID POU2AF1 PTPN22 S100A6 TGIF1 TNFRSF9 UCP2 ZAP70 MARSON_FOXP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_TARGETS_DN AKR1C3 ALS2 BTG1 BTLA BZW1 CDT1 CDV3 DDT DENND2D DUSP6 EMB ENC1 ETF1 FAM107B FOXP1 GADD45B GCH1 GPR171 GRAMD1B GSTT2 IFNG IL2 ITK ITM2A JAK2 M6PR MALT1 MBP MYC NABP1 NFATC1 NFKBID NFKBIE NOLC1 PDE3B POLR1D POU2AF1 PTPN22 RAMP3 RCL1 RGS2 RIOX1 RNF19A RNF4 SLC29A1 STK26 STX6 TGIF1 THEMIS TNFSF11 UCP2 UTP25 ZAP70 ZFP36L2 MARSON_FOXP3_TARGETS_STIMULATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_TARGETS_STIMULATED_DN CPEB2 DNAJB4 FOXO3 LTB MAPKAPK3 NOL4L PLIN2 PPP1R13B RAMP1 TEC MARSON_FOXP3_TARGETS_STIMULATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_TARGETS_STIMULATED_UP ADAM10 ANXA1 BTLA CDYL2 CRTAM CYTIP DAP EEA1 EVI2B GPR171 IL2 ITK JAK2 KDM2B LPXN MBP MLLT3 PHF6 POU2AF1 PTGER4 PTPN22 SLC17A6 SLC25A24 TGIF1 THEMIS TMPRSS11E TNFRSF19 TNFSF14 ZAP70 ZFP36L1 MARSON_FOXP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARSON_FOXP3_TARGETS_UP ARHGAP9 BASP1 CAPG CD2 CD24 CD44 CD81 CELF2 CORO1A CRIP1 CSNK1D CYB5A DDIT4 ECM1 ENO3 EP300 EPHX1 ETS1 GM2A HACD3 HADH HNRNPLL IRF8 ITGAV ITM2C LRRC8C MALAT1 MAPRE2 MBNL2 MCL1 MKNK2 MYH9 MYO1C NCF4 NHERF1 NKG7 NRIP1 OSBPL9 PDLIM2 PDZK1IP1 PLIN2 PNP PPM1B PSMB8 RAC2 RAMP1 RCSD1 RGS16 RSRP1 S100A10 S100A3 S100A6 SAMHD1 SERINC3 SH3BGRL SLC2A3 SNX18 STK10 SWAP70 TGFBR1 TIAM1 TNFRSF4 TNK2 VIM XCL1 ZNF260 MARTENS_BOUND_BY_PML_RARA_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTENS_BOUND_BY_PML_RARA_FUSION ABHD2 ABI3 ACP5 ACSF3 ACSL1 ADAM8 ADAMTS10 ADCY10 ADGRE2 ADGRG3 ADGRG5 ADORA3 AJAP1 AK1 AKNA ALDH2 ALOX5AP ANKDD1A ANKRD11 ANKRD33B ANP32E ANXA11 APBB1IP APLP2 ARAP1 ARHGAP30 ARHGAP45 ARHGEF2 ARID2 ARID3B ARRB1 ASB2 ATG16L2 ATOSB ATP2B4 ATP6V0C ATP8B4 AUH AZIN2 B3GNT7 B4GALT1 BABAM2 BAGE2 BANF1 BANP BCL3 BHLHE40 BLM BRF1 C11orf21 C15orf39 C5AR1 CACNA1C CAMK2G CAPG CCDC174 CCDC88B CCND3 CD164 CD58 CD82 CDH23 CDK5 CDK9 CDS2 CELF2 CETP CHD7 CHST15 CIAO2A CISH CORO2A COTL1 CPNE9 CRAMP1 CRTC1 CSK CSTF1 CTCF CTSD CUEDC1 CUTA CUX1 CXCR5 CXXC5 CYTH4 DAPK2 DCAF11 DCTN1 DCTN4 DDIT4 DDX5 DEF6 DENND3 DNAJB12 DNM2 DOK3 DOT1L DRG2 DUSP28 DUSP5 ECE1 EDRF1 EFHD2 ELAVL1 ELF4 ELL ENSA EXOSC4 F11R FAAP20 FAM216A FAM53B FAM78A FAM89B FBXL9P FBXO46 FCGRT FCN1 FERMT3 FGFR1OP2 FGR FHOD1 FLNB FLT3 FMNL1 FNBP1 FOSB FOSL2 FRAT1 FXYD6 GALC GALK2 GALNT6 GAS7 GBA1 GBE1 GFOD1 GGA1 GLMP GNB2 GNB5 GPATCH8 GPR132 GRIP2 GRK2 GRK5 GRK6 GSE1 GTF3A GUSB H6PD HCK HDAC4 HECW1 HIP1 HIVEP2 HIVEP3 HMGA1 HMOX1 HNRNPM HPCAL1 ICAM1 ICAM4 ID1 ID2 IDH1 IFITM3 IFNAR2 INAVA INHBA INKA2 IQCD IQSEC1 IRAG1 IRF1 IRF2BP2 IRF8 ITGA4 ITGB2 ITPR1 ITPR2 IZUMO4 JUND KCNAB2 KLF13 KLF2 KLHDC4 KLHL24 KMT5A KPTN KREMEN1 KRI1 KSR1 LAPTM5 LASP1 LATS2 LBR LCP2 LETMD1 LFNG LINC00173 LINC00311 LINC01565 LINC02908 LINC02910 LMBR1 LMO2 LRRC20 LTB4R LTBP3 LYL1 LYN MAFB MAML2 MAP2K3 MBD6 MBP MCAM MCM5 MDM1 MEF2D MFN1 MFSD8 MGLL MIDN MIR223 MIR23A MIR24-2 MIR29B1 MIR29B2CHG MIR663A MLXIPL MMP9 MN1 MORN3 MPG MRPL1 MRPL24 MRPL34 MTRF1L MX2 MYH9 MYO1F MYO9B NADK NBR1 NCOR2 NDRG1 NDUFA4 NECTIN1 NECTIN4 NEK6 NFE2 NIBAN3 NINJ1 NLRP3 NME1-NME2 NMUR1 NOLC1 NOSIP NPAS4 NRXN2 NUAK2 NUDT15 NUDT3 NUDT9 NUP210 NUP85 NUTF2 OAZ1 ODAD1 OLIG1 OLIG2 P2RY2 PAFAH2 PDE4DIP PDP2 PEBP4 PEX12 PGC PGD PGLS PGPEP1 PHF12 PIGL PIK3AP1 PITPNM2 PIWIL4 PKIG PKM PLAC8 PLCB2 PLCG2 PLEK PLEKHA2 PLEKHO1 PLXND1 PMF1 POC1A PPCDC PREX1 PRKCD PSAP PSMD3 PSMD9 PTEN PTGES PTPN6 PTPRJ PUM3 PXN RAB11FIP1 RAB11FIP3 RAB20 RAB31 RAB37 RAB3D RAB43 RAC2 RAP1GAP2 RAPGEF1 RARA RASA3 RASGRP2 RAVER1 RBBP8 RCSD1 RFX2 RHBDF2 RNF122 RNF149 RNF34 RPL24 RPL9 RPS19 RPS6 RPS6KA1 RPS6KA2 RPS9 RSL24D1 RSRC2 RTF2 RUNX1 RUNX3 RUVBL1 RWDD1 S1PR3 SCARB1 SCUBE1 SDE2 SEC11A SEC11B SERPINB1 SF3A3 SH2B1 SH3BGRL3 SH3BP2 SH3PXD2A SHISAL2A SIK1 SIRPA SKI SLC22A11 SLC24A3 SLC25A19 SLC35B1 SLC6A6 SLC7A10 SLC7A5 SLC7A5P1 SLC9A1 SLC9A3 SMAD3 SMG6 SMIM3 SNX20 SPG7 SPHK2 SPI1 SPN SPTBN1 SQSTM1 SREBF1 ST3GAL2 STING1 STK24 STRADA STXBP2 SULF2 SUSD3 SYT2 TAGLN2 TARBP1 TARS2 TBP TBX6 TBXAS1 TESC TFDP1 TIMP2 TK2 TM9SF4 TMC8 TMCC2 TMEM104 TMEM115 TMEM143 TMEM41B TNFAIP2 TNFAIP3 TNFRSF10B TNFRSF4 TOMM20 TOMM40 TOX2 TPD52L2 TPPP3 TPR TPRA1 TRIM72 TRIP4 TRNP1 TSPOAP1 TSSK3 TUBA1C TUBGCP2 TYK2 TYROBP UACA UBASH3B UBE2O UBE2R2 UBL3 UBN2 UCK2 UPB1 UPP1 VASP WDR26 WDR81 WNT5B WNT9A YJU2 YTHDF2 ZBTB16 ZBTB3 ZC3H12A ZC3H4 ZDHHC19 ZFYVE28 ZMIZ1 ZNF595 ZNF683 ZNF710 ZZEF1 MARTENS_TRETINOIN_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTENS_TRETINOIN_RESPONSE_DN ABHD1 ABHD14A ABT1 ACADVL ACAT2 ACD ACP4 ACTG1 ADAT2 ADGRA2 ADO AEBP1 AIMP2 AK2 ANKRD13D ANKRD49 ANPEP ANTKMT AOC2 APEH APOA2 APRT AQP11 ARFRP1 ARL4D ARL6IP4 ARRDC1-AS1 ARRDC3 ARVCF ASCL2 ATF4 ATF5 ATG3 ATG4D ATP5F1E ATP5MC1 ATP5MC3 ATRAID ATXN2L AURKA AZU1 B2M BABAM1 BAX BIRC5 BLOC1S3 BORCS6 BRICD5 C10orf95 C11orf91 C15orf61 C16orf86 C19orf48P C1QL4 C1orf43 C1orf52 C20orf204 C2orf69 C6orf120 C6orf132 C6orf62 C8orf33 C8orf82 CA14 CABLES2 CACYBP CALM2 CALR CAND2 CARD8 CARNS1 CBX2 CBX3 CCDC121 CCDC54 CCDC78 CCDC85B CCL3 CCL5 CCNA2 CCND2 CCNJ CCNL1 CCT4 CCT5 CCT6A CD68 CDCA7 CDK1 CDK16 CDKN2AIP CDT1 CDV3 CEBPB CENATAC CENPM CENPV CERS2 CFAP119 CFB CHCHD2 CHMP2A CHMP4A CHRNG CHST14 CIMAP1B CIMIP2A CIRBP CITED2 CITED4 CKS2 CLEC11A CLECL1P CLIP1 CLN5 CLNS1A CLP1 CMTR2 CNBP CNPY2 COASY COCH COMTD1 COPS6 CORO1B COX17 COX4I1 COX7C CPXM1 CRAMP1 CREB3L4 CSNK1D CTSC CXCL8 CXorf65 CYB561D2 CYCS CYP27B1 CYTL1 DARS2 DBP DCAF16 DCXR DDIT3 DDN DDX3X DDX49 DDX5 DDX51 DDX56 DENND4C DHPS DIPK1B DKC1 DMAC1 DNAAF2 DNAJC19 DNASE1L2 DOK3 DRAM2 DRAP1 DUT E2F1 E2F8 EEF1A1 EEF1A1P9 EEF1B2 EFEMP2 EHD2 EIF1 EIF2S3 EIF3G EIF3J EIF4A2 EIF5 EIF5A EIF5AL1 ELL3 ELOVL1 EME2 ENDOG ENTR1 ERAL1 ERP29 ESD ETAA1 EXO5 EXOSC8 FABP5 FADD FAM120AOS FAM136A FAM180B FAM201A FAM216A FAM89B FARSA FBXL18 FBXO5 FBXW9 FDX2 FGFBP3 FKBP2 FLAD1 FMC1 FOSL1 FOXO4 FRAT1 FRAT2 FSTL3 FTH1 FUOM FUT1 FZD1 GEMIN4 GFI1 GGCT GJD3 GLA GLS2 GLT8D1 GLUL GMPPB GNB3 GNL3 GNRHR2 GOLT1B GON7 GP1BA GPATCH4 GPBAR1 GPR150 GPR152 GPR62 GPR85 GPS2 GRK2 GRWD1 GTPBP8 H2AC11 H2AC6 H2AJ H2AX H2BC12 H2BC21 H2BC4 H2BC7 H3-3B H3C13 H3C3 H3C4 H4C1 H4C16 H4C5 H4C8 HAGHL HCFC1R1 HDAC10 HDC HDGF HENMT1 HES1 HIGD2A HINT1 HMBS HMGA1 HMGB1 HMGB3 HMGN1 HMGN2 HNRNPA0 HNRNPA1 HNRNPA1P7 HNRNPA2B1 HNRNPA3 HNRNPDL HNRNPF HNRNPH1 HNRNPH3 HNRNPK HNRNPL HNRNPM HNRNPU HOMER3 HOXA11 HOXC11 HOXD13 HPDL HPS6 HSD17B8 HSP90AB1 HSPA5 HSPA8 HSPB1 HSPD1 HSPE1 HYAL3 IDH3B IFT20 IFT22 IHO1 IL17RE IL2RG IMP4 IMPDH2 IQCC IQCG IRAK3 IRF2BP1 IRF2BP2 IRX3 ITPKA IZUMO1 JAGN1 JUN KAZALD1 KCNJ14 KEAP1 KIAA1143 KIAA1586 KLF1 KLHDC9 KLK10 KRT10 LAIR1 LAT2 LDHB LENG9 LETMD1 LGALS2 LIAS LINC00173 LINC01560 LINC02210 LINC02910 LONRF1 LPO LRRC14 LRRC41 LRRC75A LSM5 LSMEM2 LYRM2 MAD2L1 MAGEF1 MAGOHB MALSU1 MAML1 MAN2C1 MANEAL MAPK7 MARCKSL1 MAT2A MATR3 MAZ MBD3 MC1R MCM3 MCM6 MCM9 MEPCE METRN METTL1 METTL18 METTL23 MFAP1 MFSD3 MFSD4B MGAT2 MGST1 MICAL1 MID1IP1 MIF4GD MIR1248 MIR17HG MIR1915HG MKRN3 MLX MMACHC MOCS3 MORN1 MPLKIP MPO MRM1 MRPL11 MRPL12 MRPL2 MRPL34 MRPL4 MRPL40 MRPL51 MRPL57 MRPS16 MRPS18C MRPS34 MRPS7 MSH5 MTIF2 MTRF1L MTX1 MUTYH MXD3 MYBBP1A MYC MYL12A MYL5 MYL6B MYO1G NAA38 NAA50 NABP1 NANOS1 NAP1L4 NAXE NDUFA11 NDUFA4L2 NDUFAF3 NDUFB10 NDUFB11 NECAB3 NEIL1 NEURL2 NF1 NFE2L3 NGLY1 NIP7 NKAPD1 NLE1 NME1-NME2 NME3 NOG NOLC1 NONO NOP16 NOP56 NPM3 NR2F2 NRN1L NRROS NSMCE3 NT5C NT5DC2 NTN3 NUDT16L1 NUDT19 NUP58 NXT1 OR10A6 OR7A11P OR7G2 ORAI1 ORC6 OXLD1 PA2G4 PABPC1 PABPN1 PAICS PAQR4 PCBP1 PCF11 PCIF1 PCLAF PCNA PDCD2 PDCD4 PDE4DIP PDHB PEX12 PGAM2 PGLS PGP PHB2 PHF10 PHF23 PHOX2A PIGW PKMYT1 PLD6 PLK1 PNMA1 PNN PNPLA2 POLD2 POLR1C POLR1G POLR2L POP7 POU4F2 PPCS PPIA PPIB PPP1R3F PRAP1 PRDX5 PRELID3A PRG2 PRMT1 PRMT6 PROCA1 PRPF38B PRR22 PRRG2 PRSS12 PRSS53 PRTN3 PSENEN PSMD7 PSME3 PSMG2 PSMG3 PTGES2 PTMA PTOV1 PTP4A1 PTPRCAP PURA PURB PUS1 PUSL1 RAB26 RABEP1 RABGGTB RACK1 RAD1 RAD23A RALGPS2 RAN RAP2B RAP2C RASL11A RASSF1 RBM15B RBM3 RBMX RDH5 REC8 RECQL4 REST REX1BD REXO4 RFC4 RFESD RFWD3 RGS16 RHBDD3 RNASE13 RNF126P1 RNF167 RNF5 RNH1 RNPC3 ROMO1 RPL10 RPL10A RPL11 RPL13A RPL13AP20 RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL21P28 RPL23 RPL23A RPL23P8 RPL24 RPL26 RPL27 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL36 RPL37 RPL37A RPL4 RPL5 RPL7 RPL7A RPL7L1 RPL9 RPLP0 RPS10 RPS12 RPS14 RPS16 RPS19 RPS23 RPS24 RPS25 RPS27 RPS27A RPS3 RPS4X RPS5 RPS6 RPS6KB2 RPS8 RPS9 RPSA RRAS RRM2 RRP7A RRP7BP RRS1 RSL1D1 RXFP4 S1PR4 SAP18 SCNM1 SCO2 SEPTIN5 SERBP1 SERHL SETD6 SETD9 SETMAR SFPQ SFT2D3 SIGMAR1 SLA2 SLC1A5 SLC20A1 SLC29A2 SLC2A4RG SLC30A1 SLC35A2 SLC35B2 SLC38A2 SLC43A1 SLC43A3 SLFN13 SLIRP SMARCC1 SMCHD1 SMIM19 SNAPIN SNHG11 SNHG12 SNHG4 SNORA27 SNORA29 SNORA4 SNORA41 SNORA44 SNORA56 SNORA6 SNORA61 SNORA62 SNORA63 SNORA70 SNORA81 SNORD102 SNORD110 SNORD118 SNORD19B SNORD2 SNORD21 SNORD24 SNORD32A SNORD33 SNORD34 SNORD43 SNORD4A SNORD52 SNORD55 SNORD86 SNRNP35 SNRPE SNX22 SNX5 SOX12 SOX18 SOX4 SPATA25 SPHK2 SPN SPNS2 SPRYD4 SRM SRP9 SRR SRSF1 SRSF6 SRSF7 SS18L2 SSBP1 SSNA1 STMN1 STOML2 STRADA SUPT4H1 SYCE2 SYCP3 SYNGR2 TAF7 TAMALIN TARDBP TBCC TBRG4 TCEAL1 TCP1 TEDC1 TEDC2 TEFM TEKT2 TELO2 TENT5C TEX30 TFAP4 TGFB1I1 TGIF1 THAP1 THAP5 THAP7 THTPA THUMPD3 TIGD5 TIMM10 TIMM10B TIMM13 TIMM17B TIMM8A TIMM8B TLCD1 TM7SF2 TMED6 TMEM102 TMEM107 TMEM126A TMEM126B TMEM129 TMEM138 TMEM140 TMEM179B TMEM186 TMEM208 TMEM216 TMEM258 TMEM88 TMPO TMSB4X TMSB4XP1 TMSB4XP2 TMUB2 TNFRSF13C TOE1 TP53RK TRAPPC4 TRIAP1 TRIB3 TRIM13 TRIM28 TRIM41 TRIM65 TRIM72 TRIM75 TRMT10C TRNAU1AP TRNT1 TROAP TSPAN31 TSPOAP1 TSR1 TSSK6 TUBA1B TUBA1C TUBB1 TUBB3 TUFM TXNDC17 TXNIP TYMS TYSND1 UBB UBL4A UCHL5 UGP2 UMPS UNC79 UNCX UQCC5 UQCRB UQCRQ USP1 UTP3 UXT VIM VMA21 VPS9D1 VWA5B2 WDR38 WDR6 WDR73 WEE1 WFIKKN1 WT1 WT1-AS XBP1 YBX1 YDJC ZBTB14 ZBTB3 ZBTB33 ZBTB45 ZBTB48 ZBTB6 ZCCHC3 ZDHHC6 ZFAS1 ZFP36L2 ZIC2 ZNF200 ZNF22 ZNF276 ZNF281 ZNF324 ZNF397 ZNF426 ZNF512B ZNF513 ZNF594 ZNF598 ZNF628 ZNF629 ZNF646 ZNF655 ZNF669 ZNF770 ZNF785 ZNF79 ZNHIT2 ZSCAN32 MARTENS_TRETINOIN_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTENS_TRETINOIN_RESPONSE_UP ABCD1P2 ACE ACKR1 ACTL7A ACTL7B ACVRL1 ADAM33 ADAMTS2 ADAMTS8 ADCYAP1R1 ADRA2A ADRA2C ADRB3 AGAP2 AGO1 AGT AGXT AIFM3 AIPL1 AIRE AJAP1 AKT2 ALAS1 ALDH1B1 ALDH3B2 ALOX5AP AMER3 ANGPTL4 ANGPTL7 ANKK1 ANKRD33 AOC3 APLP1 APOC1 APOL1 APOL4 AQP10 AQP6 AQP9 ARHGEF10L ARHGEF15 ARID3C ARSI ART5 ARTN ASB10 ASB2 ASCL4 ASIC4 ASPG ATP1A3 ATP1B2 ATP4A ATP6V0E2 AVPR2 AXIN2 AZGP1P1 B3GNT6 B3GNT8 B4GALNT4 BARHL2 BARX1 BATF2 BCAM BCAN BDKRB2 BIRC7 BMP2KL BPI BPIFB6 BRSK2 BTG2 C14orf180 C16orf90 C16orf92 C17orf99 C19orf67 C1QA C1QB C1QL1 C1QTNF8 C1orf210 C2CD4C C3orf18 C4orf50 C9orf152 CA4 CA9 CABP2 CABP4 CABP7 CACNA1H CACNA1I CACNG1 CALML3 CALML6 CAMK1G CAMK2A CAMK2N1 CAMKK1 CAPN9 CARD14 CAVIN3 CBARP CBLN1 CCDC185 CCDC8 CCL11 CCL13 CCL2 CCL20 CCL22 CCL24 CCM2L CCN4 CCR1 CD14 CD164L2 CD1C CD207 CD22 CD248 CD300A CD300LG CD5 CD52 CD79A CD79B CD93 CDH23 CDH24 CDK18 CDK20 CDK5R2 CDKN1C CEACAM20 CEACAM3 CEACAM4 CEACAM8 CELF4 CELSR2 CEP131 CEP170B CFAP126 CHAC1 CHI3L1 CHI3L2 CHRNA4 CHRNB4 CHST15 CHST8 CIBAR2 CILP CIMIP1 CIMIP2B CLCNKA CLDN14 CLDN3 CLEC14A CLPS CMA1 CMTM2 CNTN2 COL16A1 COL1A1 COL20A1 COL5A1 COL6A1 COX4I2 COX7A1 CPZ CRABP1 CRIP2 CRYBA2 CRYBB3 CRYBG2 CSF1 CSF2RB CSHL1 CST5 CST9 CTAG2 CTSD CTXN3 CXCL14 CXCL3 CXCR1 CXCR5 CYP11B1 CYP26B1 CYP26C1 CYP2A7P1 CYP2D6 CYP2S1 CYP4B1 CYP4F8 DACT2 DBH DCAF4L2 DCSTAMP DEFA4 DEFA6 DEFB134 DENND6B DEPP1 DHRS2 DHRS3 DISP3 DKK4 DMKN DMRTA2 DMRTB1 DNAJB8 DOK7 DPEP1 DPEP3 DPYSL4 DRD2 DRD5 DTX3 DUSP23 ECHDC3 EEF1A1P32 EEF1A2 EFNA2 EFS EGR3 EIF4E1B ELF3 ELFN2 ELOA2 ELOF1 EMC10 EMILIN3 EMX1 EMX2 EN2 ENO2 EPHA2 EPHA8 EPHX2 EPS8L2 ERFE ESS2 F2RL3 F7 FAM131C FAM181A FAM187B FAM20C FAM241B FAM50B FAM83C FBP1 FBXO2 FCER2 FEZF2 FGF17 FGF22 FGF4 FGF8 FGFR4 FGR FLT4 FMOD FOXA2 FOXD1 FOXI1 FOXI2 FOXN1 FOXQ1 FRMD1 FSCN3 FSD1 FTLP4 FUT6 FXYD4 FXYD5 FZD10 FZD9 G0S2 GAL3ST1 GARIN1A GARIN5B GARIN6 GBA2 GCNT2P1 GDF15 GDF2 GEM GFPT2 GFRA4 GGT6 GH1 GH2 GJA5 GJB4 GLRXP3 GNA11 GNAQP1 GNGT1 GNPTG GOLT1A GPHA2 GPR101 GPR12 GPR182 GPR25 GPR31 GPR35 GPR6 GPRIN2 GPX3 GRB7 GRIN1 GRIN3B GRM2 GRM6 GSTM5 GSX2 GZMH GZMM HAND1 HCN4 HEPACAM HGFAC HHATL HIC1 HK3 HMCN2 HMGB4 HOOK2 HOXB3 HOXC13 HOXC9 HPCAL1 HRAS HRH3 HS3ST6 HSP90AB4P HSPA2 HSPB7 HTR1A HTR1B HTR3A ICAM1 ICAM4 ID1 IFI27L2 IFNL2 IFT27 IGFBP3 IGFBPL1 IGLON5 IGSF21 IGSF9 IHH IL10RA IL13 IL1F10 IL2RB IL32 INHBB INS IRF1 IRF1-AS1 IRX1 IRX2 IRX2-DT IRX4 IRX6 ISLR ITGB2 ITIH3 ITPRIPL1 IVL IZUMO1R JAG2 KCNA10 KCNA5 KCNA6 KCNC1 KCNC4 KCNE4 KCNE5 KCNJ4 KCNK15 KCNK9 KCNT1 KCTD11 KCTD17 KCTD4 KIF1A KIF2B KIF5A KIRREL2 KLHDC8A KLHL17 KLHL22 KLHL40 KLK1 KLK10 KLK12 KLK2 KLK3 KLK6 KLK7 KLK8 KLKP1 KNDC1 KRT15 KRT18P17 KRT18P38 KRT18P49 KRT19 KRT2 KRT34 KRT35 KRT36 KRT37 KRT38 KRT71 KRT72 KRT74 KRT79 KRT83 KRT85 KRT8P26 KRT9 KRTAP16-1 KRTAP4-4 KRTAP5-10 LAMB3 LAMC3 LCE1A LCE5A LCN8 LDHAL6B LECT2 LEP LFNG LGI4 LHFPL7 LIF LILRA5 LILRB4 LILRB5 LINC00029 LINC00304 LINC00319 LINC00469 LINC00482 LINC01559 LINC02692 LINC02913 LINGO4 LMO1 LMX1B LPIN3 LRATD2 LRFN3 LRG1 LRRC15 LRRC26 LRRN2 LRRTM4 LSS LY6H LYPD2 MAFB MAG MAGEH1 MAPK11 MAPK15 MC5R MCEMP1 METTL27 MFNG MFSD6L MGAT5B MIER2 MINDY4 MIP MLNR MLXIPL MMEL1 MMP11 MMP15 MN1 MNX1 MPEG1 MPP3 MRGPRX1 MRGPRX4 MRPL36 MS4A10 MSI1 MSLN MT1CP MT1G MT3 MUC16 MUC2 MUC4 MUC5B MUC6 MXD4 MYBPC3 MYBPH MYL3 MYL7 MYMK MYO7A MYOD1 MYOM3 NANOS3 NAPRT NAPSB NCF1 NDUFS7 NEFM NEU2 NEURL3 NEUROG2 NEUROG3 NFATC1 NGB NHERF4 NHLRC1 NKG7 NKX2-2 NKX2-5 NKX2-6 NKX3-2 NKX6-1 NKX6-3 NLRP6 NMUR1 NOTCH3 NPTX1 NRBP2 NT5C1A NUPR1 OBP2B ODF1 OLFM1 OPLAH OPN4 OPTC OR10V1 OR1G1 OR2B11 OR2C3 OR2W6P OR2Z1 OR51G1 OR51H1 OR6F1 OR6S1 OR8S1 OR8U1 OR8U8 OR8U9 OR9G1 OR9G9 OTOG OTOP2 OTOP3 OTOS OXER1 PADI4 PAK4 PANX2 PARD6A PARP2 PAX4 PAX5 PAX7 PAXX PCDH1 PCDH8 PCDHA1 PCDHA7 PCDHB18P PCK1 PCSK1N PCSK4 PCSK9 PDCD1 PDLIM4 PGAP6 PGD PGLYRP2 PGLYRP3 PHETA1 PHF21B PHYHIP PIAS3 PIK3R5 PIP5K1C PKDREJ PLA2G2A PLA2G2D PLA2G2E PLA2G3 PLAAT4 PLCB2 PLCH2 PLET1 PLIN5 PLK2 PLK5 PLPP7 PLSCR3 PLXNB2 PNMA5 PNOC POU4F3 PPIC PPIL2 PPP1R26 PRAM1 PRAMEF12 PRDM16 PRIMA1 PRKAG3 PROK1 PROM2 PRR5 PRR9 PRRT1 PRRX2 PRSS29P PRSS33 PRSS37 PRSS46P PRSS50 PTGER1 PTGER2 PTGES PTGS1 PTH1R PTK6 PTP4A3 PTPRF PTPRU PXDN RAET1G RAMP2 RAPSN RARRES2 RASSF10 RASSF7 RAX RBBP8NL REEP2 REG3G REG4 REP15 RHBDF2 RHO RIPK3 RND1 RNF186 RNF215 RPL13AP3 RPTN RRAD RSPH14 RTP2 RTP3 RTP4 RXFP3 S100A14 S100A6 S100A8 S100A9 SBK2 SCARA5 SCARF1 SCIMP SCN1B SCN2B SCN5A SCUBE1 SEMA6B SEMA6C SEPTIN4 SERPINA1 SERPINA10 SERPINA5 SERPINA9 SERPINC1 SERTAD4 SH2D5 SH3BP4 SHANK2 SHB SHISA3 SIGLEC15 SIGLEC8 SIM2 SIX6 SLC12A7 SLC13A5 SLC16A8 SLC22A12 SLC22A18 SLC25A34 SLC25A47 SLC25A5P6 SLC26A10P SLC26A11 SLC2A5 SLC32A1 SLC34A1 SLC45A4 SLC4A1 SLC4A3 SLC4A9 SLC52A1 SLC6A12 SLC6A17 SLC6A18 SLC6A19 SLC6A20 SLC6A3 SLC6A7 SLC7A4 SLITRK1 SLITRK5 SMG6 SMOX SMTNL2 SNCB SNORC SOWAHD SOX21 SOX8 SPACA3 SPATA20 SPATA8 SPATC1 SPDYC SPEM2 SPINT3 SPMIP9 SPON2 SPRR4 SST SSTR1 SSTR3 STRA6 SUCNR1 SUN5 SUSD2 SYT7 SYT8 TACSTD2 TAS2R1 TCL6 TEKT4 TFF1 TFF2 TG TGM2 THAP8 TIMP4 TKTL2 TLDC2 TLX1 TLX2 TMC8 TMEM130 TMEM132E-DT TMEM151A TMEM171 TMEM174 TMEM179 TMEM184B TMEM213 TMEM252 TMEM256 TMEM59L TMEM61 TMEM63C TMEM74 TMEM81 TMEM92 TMIE TMPRSS2 TMPRSS3 TMSB10 TNFAIP2 TNFRSF14 TNFRSF1B TNFSF14 TNNI2 TNNI3 TNNT1 TNNT3 TOGARAM2 TP53TG5 TPSG1 TRAM1L1 TREM2 TREML4 TRH TRIM29 TRIM46 TRPV4 TSKU TTLL4 TTLL8 TUB TXNDC2 UBE2O UBQLN3 UBQLNL UCN UNC119 UNC5A UNC93A USP5 VANGL2 VAV2 VAX1 VEGFB VSIR VSX2 WDR25 WDR5B WDR97 WFDC10A WNK2 WNT11 WNT7B WSCD1 WTIP XIRP1 ZBTB47 ZC3H3 ZDHHC22 ZFHX2 ZG16B ZIC4 ZMYND15 ZNF34 ZNF439 ZNF467 ZNF749 ZNF835 ZNF859P ZNRF4 ZSCAN1 MARTINELLI_IMMATURE_NEUTROPHIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINELLI_IMMATURE_NEUTROPHIL_DN ALPL AOAH CSF3R CXCL8 CXCR1 CXCR2 FCGR2A FCGR3B HCAR3 NCF2 SEMA3C SOD2 ST6GALNAC2 MARTINELLI_IMMATURE_NEUTROPHIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINELLI_IMMATURE_NEUTROPHIL_UP AZU1 BPI CAMP CTSG CYBB DEFA1 DEFA4 ELANE LCN2 MMP8 MPO MARTINEZ_RB1_AND_TP53_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RB1_AND_TP53_TARGETS_DN AARS1 AATF ABCA2 ABCE1 ACAN ACSL5 ACTC1 ACVR2B ADAMTS4 ADGRG1 AFF2 AGFG2 AGPAT1 ALDH1A3 ALDH3A1 AMMECR1L ANK3 AP4S1 APBA3 APLP2 APOE APP AQR ARHGEF25 ATF1 ATF7IP2 ATM ATP11A ATP5IF1 ATP5PD ATP6V0C ATXN2L ATXN7L3B AURKC BAALC BACH1 BACH2 BAMBI BASP1 BBIP1 BCR BICC1 BMERB1 BRD2 BRD3 C1D C1R C22orf39 C6orf132 CA6 CACFD1 CALD1 CALHM5 CALR CAMK2B CAMKK2 CANX CAP1 CAPN6 CCDC137 CCDC43 CCDC71 CCND1 CCND2 CCNL1 CCT2 CCT6A CD248 CDH3 CDK2AP1 CDKN1A CDKN1C CEBPB CEBPG CELF1 CELF4 CELSR2 CENPA CERS4 CES4A CHAC1 CHD4 CIBAR1 CLCN3 CLEC10A CLIP4 CLK1 CLNS1A CLU COL11A1 COL18A1 COL1A1 COL6A2 COL9A3 COPS9 CPSF4 CPT1A CRIM1 CRTC3 CRYBA4 CRYL1 CRYM CSNK1D CTNNAL1 CTNNBIP1 CTNS CUX1 CWH43 CX3CR1 CXCL14 CXXC5 CYP17A1 CYP2G1P DCT DDR1 DIAPH3 DKK2 DLK1 DLX1 DLX3 DMD DNAJC17 DNAJC3 DNPH1 DOP1B DPYSL3 DSTYK DUS1L DYNLT1 ECE1 ECRG4 EDARADD EDC4 EDN3 EFNA3 EFNB1 EFTUD2 EGFR EGR2 EIF3E EIF4EBP1 ELN ELOVL3 ELOVL6 ENC1 ENOX2 EPHA5 EPHX1 EPRS1 ERC1 ERO1A ERRFI1 ESRP1 ETHE1 EXTL3 FA2H FAAP20 FADS3 FAM32A FASTKD2 FBLN2 FBN2 FBP1 FGF7 FHDC1 FKBP5 FKBPL FLNA FOXC1 FOXO1 FOXP1 FRMD4B FRYL FUBP1 FXYD4 FZD6 FZD7 G6PD GABRP GALNT11 GALR1 GAS1 GCLC GDPD3 GGT1 GIP GJB2 GJB6 GLIPR1L2 GLO1 GNA13 GNMT GOLGA4 GPRC5D GRHL1 GRK4 GSDMA GSTP1 GTF2B GTF2IRD1 H2BC17 H2BC5 HACD2 HACD4 HERC6 HHIP HIPK2 HJURP HMGA1 HMGB1 HMGCS1 HOMER2 HOOK2 HOPX HOXA3 HR HRAS HSPA8 HUWE1 IAPP IDI1 IFFO2 IGDCC4 IGFBP2 IGFBP4 ILF3 IMPACT INCENP INTS6L INTS9 IRX4 ITPR3 JUNB KAT7 KDM5B KERA KIF1C KLK10 KMT5A KPNA6 KRT17 KRT23 KRT25 KRT27 KRT31 KRT32 KRT33A KRT34 KRT35 KRT36 KRT71 KRT72 KRT75 KRT79 KRT81 KRT82 KRT83 KRT85 KRT86 KRTAP1-3 KRTAP1-4 KRTAP13-4 KRTAP15-1 KRTAP19-1 KRTAP19-3 KRTAP19-4 KRTAP19-8 KRTAP20-1 KRTAP3-1 KRTAP4-1 KRTAP4-3 KRTAP5-2 KRTAP5-4 KRTAP6-3 KRTAP8-1 KRTAP9-9 KRTCAP2 LAD1 LAMA2 LAMA5 LASP1 LDHB LGALS7 LGR5 LIG3 LMTK2 LPCAT1 LSM12 LSR LTBP1 LTBP2 LY6G6D LYAR MAGOHB MAML1 MAN2B1 MAN2C1 MAP3K5 MAP4 MARCKS MARCKSL1 MASP1 MAX MBD3L2B MBP MCL1 MEIS2 MFAP3 MGA MGAT2 MGLL MIF4GD MIS12 MISP MKI67 MLLT1 MRPL33 MRPL39 MRPL52 MRTFA MSH4 MSX2 MT1A MT2A MT4 MTA1 MTF2 MTREX MYBL2 MYH1 MYH14 MYH3 MYH6 MYO10 NAA11 NAV2 NCAPD2 NCDN NCOA5 NDEL1 NDUFA2 NDUFA3 NDUFA5 NDUFAF7 NECTIN2 NEO1 NEUROD4 NFE2L3 NFIA NFIB NHERF2 NHSL1 NKD2 NME7 NOTCH1 NPEPL1 NPY NR2F1 NTN1 NUMA1 OS9 OVOL1 PABPN1 PADI3 PAM16 PANK1 PATZ1 PAX6 PCBP2 PCOLCE PDAP1 PDCD7 PDE3A PDE4DIP PDS5A PEG3 PFN2 PGD PHB2 PIGB PIGQ PIGU PINLYP PIP PIP5K1C PIWIL2 PJA1 PKD1 PKIG PKP2 PLCB1 PLEC PLK1 PLOD2 PLXNA2 PLXNB3 PMEL PMEPA1 PMFBP1 POLDIP3 POLG POLR2A POLR2L POLR3A POM121 POU1F1 PPCDC PPIB PPIH PPP4R3B PRELP PRMT5 PRNP PROKR1 PRSS12 PSMC4 PSORS1C2 PTGDS PTPN13 PTPRE PTPRF PTTG1IP PURB QNG1 RAB12 RAB4A RAB6A RARG RASL11B RASSF3 RBBP4 RBBP6 RBBP8 RBFOX2 RBM6 RCC2 RDH10 RDH11 RETNLB RETREG3 RHBDL3 RHBG RHOG RHOU RHOV RILPL2 RIMS2 RIOK2 RIOK3 RIPK4 RMND5B RNASET2 RNF149 RPL14 RPL21 RPL23 RPL26 RPL27 RPL31 RPL34 RPL37 RPL37A RPL3L RPN2 RPS17 RPS18 RPS21 RPS24 RPS25 RPS6 RPS7 RPS8 RRAD RRN3 RTP4 RTRAF RYR1 S100A14 S100A3 SAFB2 SAP18 SCAF11 SCARA3 SCMH1 SCYL1 SDHAF4 SEPHS2 SET SF3A2 SF3B2 SFRP2 SFXN3 SH3RF1 SHISA2 SHMT1 SIAH1 SIVA1 SLC25A10 SLC27A4 SLC35A2 SLC35B1 SLC39A11 SLC39A14 SLC39A6 SLC44A1 SLC45A3 SLC5A6 SLC7A5 SMAD1 SMAD4 SMARCA4 SMARCD2 SMO SNCA SNRPG SNTB2 SNX30 SON SOX11 SOX2 SOX5 SOX9 SP110 SPESP1 SPINT1 SPON1 SPRR1A SPTBN2 SREK1 SRRM1 SRSF3 SSBP2 ST14 STRBP STX18 SUPT6H TAOK1 TARDBP TC2N TCEAL3 TCF20 TCHH TECR TENM2 TENM4 TEX261 TFAP2B TFDP1 TG TGS1 THRA THRAP3 TIA1 TIMMDC1 TIMP3 TJP2 TLE3 TMCC3 TMED10 TMEM131L TMOD2 TNFRSF19 TNMD TNNC1 TNNI1 TNNT1 TNNT2 TNRC6A TOMM70 TOR2A TPO TPR TRBV28 TRH TRIM2 TRIP13 TRO UBC UBE2F UBE3A UBL5 UBLCP1 UBQLN4 UCP2 UNC5B UPP1 USP18 USP19 VAMP8 VDR WDR12 WDR75 WFDC21P WNT5A WRAP73 WRN WWC1 XIST XPO5 YIPF4 YPEL1 ZCCHC9 ZDHHC14 ZFP36 ZMYM4 ZMYND11 ZNF148 ZNF280D ZNF574 ZSCAN26 MARTINEZ_RB1_AND_TP53_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RB1_AND_TP53_TARGETS_UP ABCB8 ABCC5 ACAA2 ACAD8 ACBD3 ACKR1 ACO1 ACOX1 ACSL1 ACTA1 ACTB ACTN3 ACTRT2 ACYP1 ADD1 ADD3 ADH1C ADIPOQ AGK AGPAT5 AGTR2 AHR AIF1L AK3 AKR1B10 AKR1C3 ALAS1 ALDH1A1 ALOX5AP AMD1 ANGPTL2 AP2A1 AP2B1 AP3M1 APOA4 APOC2 AQP1 ARCN1 ARHGAP1 ARL5A ARL8B ARPP19 ARRDC4 ART1 ART3 ASB6 ASB7 ASPH ATF2 ATF3 ATP2A1 ATP2A2 ATPAF2 ATXN7L3B AVPR1A B2M BABAM2 BAD BAG4 BBOX1 BCAP31 BCL2L13 BICD2 BID BMP1 BNIP3 BPHL BRAT1 BTC BZW1 C1QB C1orf54 C4orf3 C5orf15 CA13 CA3 CA4 CAB39L CACNA2D1 CALCOCO2 CAMK4 CAPN6 CAPRIN1 CAPZB CARS1 CASP6 CASQ1 CAT CAV2 CAV3 CCL15 CCL20 CCN1 CCN3 CCND2 CCNL2 CD163 CD36 CD44 CD59 CD74 CDC42BPA CDH5 CDKN1A CEACAM1 CELF2 CENPB CENPV CEP85 CER1 CFAP97 CFD CFL2 CHCHD10 CHD9 CHEK2 CHPT1 CHRND CHST1 CIDEC CKM CLCA3P CLCF1 CLDN10 CLDN11 CLDN15 CLDN5 CLEC4E CLNS1A CMA1 CMTR1 CNOT4 COA5 COL4A5 COX6A1 CP CPA3 CPD CPT1B CSF1R CSRP3 CTBS CTDSP2 CTF1 CTR9 CTSB CTTN CXCL12 CYP11A1 CYP4B1 CYSRT1 DAP DCTN4 DCUN1D1 DDX3X DDX3Y DGCR2 DHX40 DNAJB1 DNM2 DNPEP DPYSL3 DRAM1 DRAM2 DTX3 DUSP1 DUSP22 DVL1 EGFR EGLN3 EIF3A EIF4G1 EIF4H ELOC EML5 EMP2 ENPP3 EPAS1 EPHX2 EPS8L1 EREG ERI2 ESD ESYT3 ETFDH ETFRF1 FABP1 FABP4 FADS2 FAH FAM107B FAM162A FBLN1 FBP2 FBXW8 FCGR2B FECH FERMT3 FGFBP1 FGFR2 FGL2 FHL2 FNTA FOS FSCN1 FTH1 FUCA1 FUT2 GBP2 GET3 GHR GINM1 GIT2 GJA1 GLO1 GLRX GNA12 GNA13 GNAS GOSR2 GPD1 GPSM1 GRB10 GSK3B GSTA2 GSTZ1 GZMB GZMH H1-2 HACD3 HADH HAS3 HAVCR2 HBP1 HBS1L HCAR2 HCFC1 HDC HDLBP HIF3A HIPK3 HLA-A HLA-B HLA-DQA1 HMGA2 HMGCS2 HNF4G HNRNPLL HOXA9 HOXB2 HOXB6 HSD17B11 HSPA9 HSPB7 IDE IDH3G IER3 IFI16 IFI27L2 IFT46 IGF2 IGHG1 IKZF1 IL18R1 IL1R2 IL2RG IL33 IL36A IL36G IL36RN IL6ST ILF3 IMMP2L IMMT INPPL1 INTS12 IP6K1 ITGA4 ITGA9 ITGAV ITIH5 ITM2A JAK1 KDM8 KIF11 KIF20A KLB KLF3 KLHL13 KLK1 KRAS KRT12 KRT16 KRT6C KRT77 KRTDAP LANCL1 LANCL2 LAPTM4A LASP1 LBP LCE1F LCP1 LDHC LEP LGALS1 LGALS3BP LGALS9 LILRB3 LIMS1 LIPA LIPE LITAF LMAN1 LMBR1 LMNB1 LPIN1 LPL LRG1 LRRC8C LTC4S LUM LXN LY6D LYZ MAN1A2 MAP1B MAP2 MAPRE2 MARCHF2 MCM6 ME1 MEF2A MFAP5 MIR214 MOB1A MORC3 MPHOSPH8 MR1 MRAP MRC2 MRPL3 MS4A6A MSR1 MSRA MST1R MTX1 MYL1 MYL4 MYO5B NABP1 NADK NAP1L1 NCF1 NCF2 NCOA4 NDRG1 NDST2 NDUFS4 NEDD4 NEU2 NIT2 NLK NNAT NPM3 NPY4R NR3C1 NR4A1 NSF NSMAF NSUN4 NT5E NUBP1 NUDT7 OPA1 OS9 OSR2 PAPOLA PARP3 PBK PC PCCA PCK1 PCSK6 PCYT1A PDGFA PDGFC PDK4 PDLIM5 PDPK1 PEA15 PECAM1 PEX13 PFKFB3 PIGO PILRA PINK1 PIP4K2A PIP5K1A PITPNB PITX2 PKDREJ PLA2G2F PLAC1 PLD1 PLEK2 PLGRKT PLIN4 PMEPA1 PNPLA2 PON3 POU2F3 PPP3CA PRDX1 PRELP PRKACB PRKAR1B PRKCE PRKD3 PRMT6 PRPS1 PRR13 PSAP PSME4 PSMF1 PTBP3 PTGFR PTGS2 PTPN14 PTPRF PTPRG PTPRZ1 PTTG1 PUM1 QKI QPCT QSOX1 RAB2B RAB31 RAB40C RABGAP1 RACGAP1 RAD21 RAMP2 RANBP9 RARRES2 RBBP4 RBMS1 RBP7 RECQL RETN RFC1 RGCC RGS4 RIMOC1 RNF114 RNF14 RNF41 ROPN1L RPA1 RPGRIP1 RPTN RRM1 RSAD2 RTN4 RXRA RXYLT1 S100A10 S100A8 S100B SAA3P SAR1A SCD SCOC SCUBE1 SDCBP2 SEC61A2 SELENOF SEPTIN8 SERINC3 SERP1 SERPINA12 SERPINB1 SERPINB2 SERPINB4 SERPINB9 SERPINF1 SGCG SGPL1 SH3KBP1 SIGMAR1 SIRPA SIX2 SKP2 SLC11A2 SLC14A1 SLC1A5 SLC22A2 SLC22A5 SLC25A10 SLC25A13 SLC25A30 SLC25A48 SLC26A7 SLC2A4 SLC35A3 SLC39A3 SLC48A1 SLC4A10 SLC6A4 SLURP1 SMAD5 SMOC2 SNCG SNRNP27 SNRPN SNX17 SOD3 SORBS1 SORT1 SOX4 SPAG5 SPIN1 SPON2 SPPL2B SPRR2D SPTBN1 SREK1IP1 SRGN SRPK1 ST3GAL2 STAR STARD4 STOM SUCO SULT2B1 SWSAP1 TBK1 TBRG4 TCAP TCEA1 TCF12 TCF7 TCIM TF TFPI2 TFRC TGFB2 TGFBI TGFBR2 TGFBR3 THBS1 THRSP TIMP1 TM6SF1 TM6SF2 TMCC2 TMED9 TMEM106B TMEM106C TMEM109 TMEM191B TMEM222 TMEM234 TMEM45A TNFAIP6 TNFSF14 TP53 TP53INP2 TP63 TPP2 TPSAB1 TPSD1 TRBC2 TREX2 TRIAP1 TRIB1 TSHR TSLP TSPAN3 TSPO TUBA4A TUBGCP2 TWSG1 TXNDC12 TXNIP TYROBP UAP1 UBAP2L UBB UBE2D3 UBE2H UCK1 UCP1 UCP3 UQCRB USF1 USHBP1 USP34 UTY VAPB VIRMA VN1R17P WARS1 WASHC2A WDR45 WDR48 WEE1 XDH XRN2 YKT6 ZBED3 ZC3H11A ZDHHC5 ZFP37 ZFR ZIC3 ZNF106 ZNF260 ZNF330 ZNF410 ZNF445 ZNF521 MARTINEZ_RB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RB1_TARGETS_DN AARS1 ACAD8 ACAN ACKR1 ACTC1 ACVR2B ACYP1 ADAMTS4 ADGRG1 ADH1C AFF2 AGFG2 AGPAT5 AGTR2 AHR ALDH1A1 ALDH1A3 ALDH3A1 ALOX5AP AP2A1 AP2B1 APOE AQR ARHGEF25 ARL8B ARRDC4 ASB6 ATF1 ATF3 ATF7IP2 ATP11A ATP2A2 ATP5IF1 ATP5PD ATP6V0C B2M BAD BAG4 BAMBI BASP1 BBIP1 BBOX1 BCR BICC1 BICD2 BPHL BRD3 C1R C22orf39 C5orf15 C6orf132 CA6 CACFD1 CALCOCO2 CALR CANX CAPN6 CAPZB CCDC137 CCDC43 CCN1 CCN3 CCT6A CD163 CD248 CD36 CDH5 CDK2AP1 CDKN1A CDKN1C CEBPB CELF1 CELF4 CELSR2 CHAC1 CHEK2 CHST1 CIBAR1 CLCN3 CLEC10A CLEC4E CLIP4 CLNS1A CLU CMA1 CNOT4 COL11A1 COL18A1 COL9A3 COPS9 COX6A1 CPA3 CPSF4 CPT1A CRTC3 CRYM CSF1R CSNK1D CSRP3 CTF1 CTNNAL1 CTNNBIP1 CTTN CXCL12 CXCL14 CXXC5 CYP11A1 CYP2G1P DAP DCT DCTN4 DDX3Y DHX40 DIAPH3 DKK2 DLK1 DNPEP DOP1B DPYSL3 DSTYK DTX3 DUS1L DUSP22 DVL1 DYNLT1 ECE1 ECRG4 EDARADD EDC4 EDN3 EFNA3 EFTUD2 EGLN3 EGR2 EIF3E ELN ELOVL6 ENOX2 ENPP3 EPAS1 EPRS1 EPS8L1 ESD ESRP1 ETFRF1 FA2H FAAP20 FAM162A FASTKD2 FBN2 FBP1 FBXW8 FCGR2B FERMT3 FHDC1 FKBP5 FLNA FNTA FOS FOXO1 FUBP1 FXYD4 FZD6 FZD7 GALNT11 GALR1 GAS1 GCLC GINM1 GIT2 GJB2 GLIPR1L2 GLO1 GNA13 GNMT GOLGA4 GPRC5D GRB10 GRHL1 GSDMA GSTA2 GSTP1 GTF2B GTF2IRD1 GZMB H1-2 H2BC17 H2BC5 HACD4 HADH HAS3 HAVCR2 HDC HLA-B HMGCS1 HNRNPLL HOMER2 HOOK2 HOXA3 HRAS HSD17B11 HSPA8 HUWE1 IDI1 IFFO2 IFI16 IFT46 IGDCC4 IGFBP2 IGFBP4 IGHG1 IL18R1 IL33 ILF3 IMMP2L IMPACT INTS6L INTS9 IRX4 ITGA4 ITGAV ITPR3 KDM5B KERA KIF1C KLHL13 KLK1 KLK10 KMT5A KPNA6 KRT23 KRT25 KRT27 KRT31 KRT32 KRT33A KRT34 KRT35 KRT6C KRT71 KRT72 KRT81 KRT82 KRT83 KRT86 KRTAP1-3 KRTAP1-4 KRTAP13-4 KRTAP15-1 KRTAP19-1 KRTAP19-3 KRTAP19-4 KRTAP19-8 KRTAP20-1 KRTAP3-1 KRTAP4-1 KRTAP4-3 KRTAP5-2 KRTAP5-4 KRTAP6-3 KRTAP8-1 KRTAP9-9 LAD1 LAMA2 LAMA5 LANCL1 LASP1 LBP LCE1F LDHB LIG3 LIPA LITAF LMBR1 LPCAT1 LSR LTBP1 LTBP2 LXN LY6G6D LYAR MAGOHB MAML1 MAN2C1 MAP4 MAPRE2 MARCHF2 MARCKS MARCKSL1 MAX MBD3L2B MBP MCL1 ME1 MEIS2 MFAP3 MFAP5 MGLL MLLT1 MORC3 MRPL33 MRPL52 MRTFA MS4A6A MSR1 MSX2 MT4 MTA1 MTREX MTX1 MYBL2 MYH14 MYH3 MYL4 MYO10 NAA11 NADK NCDN NCOA5 NDEL1 NDRG1 NDST2 NDUFS4 NECTIN2 NEO1 NFE2L3 NFIA NFIB NHERF2 NOTCH1 NPEPL1 NPM3 NPY NPY4R NR2F1 NSMAF NUDT7 NUMA1 OS9 PADI3 PAM16 PANK1 PARP3 PATZ1 PAX6 PCBP2 PDCD7 PDGFA PDGFC PEA15 PFKFB3 PFN2 PGD PIGO PIGQ PIGU PILRA PINLYP PIP PIP4K2A PIP5K1A PIP5K1C PITX2 PKD1 PKIG PKP2 PLAC1 PLGRKT PLOD2 PLXNA2 PLXNB3 PMEPA1 POLDIP3 POLG POLR2A POLR2L POM121 POU1F1 PPCDC PPIB PPIH PPP4R3B PRDX1 PRKCE PRNP PROKR1 PRR13 PRSS12 PSMC4 PSMF1 PSORS1C2 PTGDS PTPRF PTPRZ1 PTTG1 PTTG1IP QPCT RAB4A RBBP4 RBBP8 RCC2 RDH10 RETREG3 RHBDL3 RHBG RHOU RILPL2 RIMOC1 RIMS2 RIPK4 RNASET2 RNF14 RNF149 RPGRIP1 RPL14 RPL21 RPL26 RPL27 RPL31 RPL34 RPL37 RPL37A RPS17 RPS18 RPS21 RPS24 RPS25 RPS6 RPS7 RPS8 RRN3 RSAD2 RTRAF RXYLT1 S100A14 S100A3 S100A8 S100B SAA3P SCARA3 SCMH1 SCYL1 SDHAF4 SELENOF SEPHS2 SERPINB1 SERPINB4 SERPINB9 SET SFRP2 SFXN3 SHISA2 SIRPA SIVA1 SIX2 SLC14A1 SLC1A5 SLC22A2 SLC26A7 SLC27A4 SLC35B1 SLC39A14 SLC39A6 SLC44A1 SLC45A3 SLC4A10 SLC6A4 SLC7A5 SLURP1 SMAD4 SMARCD2 SMO SMOC2 SNRNP27 SNTB2 SNX17 SON SORT1 SOX11 SOX2 SOX9 SP110 SPESP1 SPINT1 SPON2 SPPL2B SPTBN2 SREK1 SRGN SRSF3 SSBP2 ST14 SUPT6H TARDBP TBK1 TC2N TCHH TENM2 TEX261 TFAP2B TFPI2 TGFB2 TGFBI THRA TIA1 TIMMDC1 TJP2 TLE3 TM6SF1 TMCC2 TMED10 TMED9 TMEM106C TMEM109 TMEM191B TMEM222 TNFAIP6 TNFRSF19 TNMD TNNC1 TNNI1 TNNT1 TNNT2 TNRC6A TOMM70 TOR2A TP53INP2 TPSAB1 TRBC2 TRH TRIAP1 TRIB1 TRIM2 TRO TSPAN3 TUBA4A TXNDC12 TYROBP UAP1 UBB UBC UBE2F UBE3A UCP1 UNC5B UPP1 USHBP1 USP19 UTY VAPB VDR VIRMA VN1R17P WDR75 WFDC21P WRAP73 XPO5 ZBED3 ZCCHC9 ZDHHC14 ZFP37 ZIC3 ZMYM4 ZNF280D ZNF330 ZNF410 ZNF521 ZNF574 ZSCAN26 MARTINEZ_RB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RB1_TARGETS_UP AATF ABCA2 ABCB8 ABCC5 ABCE1 ACAA2 ACBD3 ACO1 ACOX1 ACSL1 ACSL5 ACTA1 ACTB ACTN3 ACTRT2 ADD1 ADD3 ADGRG1 ADIPOQ AGK AGPAT1 AIF1L AK3 AKR1B10 AKR1C3 ALAS1 AMD1 AMMECR1L ANGPTL2 ANK3 AP3M1 AP4S1 APBA3 APLP2 APOA4 APOC2 APP AQP1 ARCN1 ARHGAP1 ARL5A ARPP19 ART1 ART3 ASB7 ASPH ATF2 ATM ATP2A1 ATPAF2 ATXN2L ATXN7L3B AURKC AVPR1A BAALC BABAM2 BACH1 BACH2 BAD BCAP31 BCL2L13 BID BMERB1 BMP1 BNIP3 BRAT1 BRD2 BTC BZW1 C1D C1QB C1orf54 C4orf3 CA13 CA3 CA4 CAB39L CACNA2D1 CALD1 CALHM5 CAMK2B CAMK4 CAMKK2 CAP1 CAPN6 CAPRIN1 CAPZB CARS1 CASP6 CASQ1 CAT CAV2 CAV3 CCDC71 CCL15 CCL20 CCN1 CCND1 CCND2 CCNL1 CCNL2 CCT2 CD36 CD44 CD59 CD74 CDC42BPA CDH3 CDKN1A CEACAM1 CEBPG CELF2 CENPA CENPB CENPV CEP85 CER1 CERS4 CES4A CFAP97 CFD CFL2 CHCHD10 CHD4 CHD9 CHPT1 CHRND CIDEC CKM CLCA3P CLCF1 CLCN3 CLDN10 CLDN11 CLDN15 CLDN5 CLK1 CLNS1A CMTR1 COA5 COL1A1 COL4A5 COL6A2 CP CPD CPT1B CRIM1 CRYBA4 CRYL1 CTBS CTDSP2 CTNS CTR9 CTSB CUX1 CWH43 CX3CR1 CYP17A1 CYP4B1 CYSRT1 DCUN1D1 DDR1 DDX3X DGCR2 DLX1 DLX3 DMD DNAJB1 DNAJC17 DNAJC3 DNM2 DNPH1 DPYSL3 DRAM1 DRAM2 DUSP1 DYNLT1 EFNB1 EGFR EIF3A EIF4EBP1 EIF4G1 EIF4H ELOC ELOVL3 ELOVL6 EML5 EMP2 ENC1 EPHA5 EPHX1 EPHX2 ERC1 EREG ERI2 ERO1A ERRFI1 ESYT3 ETFDH ETHE1 EXTL3 FABP1 FABP4 FADS2 FADS3 FAH FAM107B FAM32A FBLN1 FBLN2 FBP2 FECH FGF7 FGFBP1 FGFR2 FGL2 FHL2 FKBPL FOXC1 FOXP1 FRMD4B FRYL FSCN1 FTH1 FUCA1 FUT2 G6PD GABRP GBP2 GCLC GDPD3 GET3 GGT1 GHR GIP GJA1 GJB6 GLO1 GLRX GNA12 GNA13 GNAS GOLGA4 GOSR2 GPD1 GPSM1 GRB10 GRK4 GSK3B GSTZ1 GZMH HACD2 HACD3 HADH HBP1 HBS1L HCAR2 HCFC1 HDLBP HERC6 HHIP HIF3A HIPK2 HIPK3 HJURP HLA-A HLA-B HLA-DQA1 HMGA1 HMGA2 HMGB1 HMGCS2 HNF4G HOPX HOXA9 HOXB2 HOXB6 HR HSPA9 HSPB7 IAPP IDE IDH3G IER3 IFI16 IFI27L2 IGF2 IKZF1 IL1R2 IL2RG IL36A IL36G IL36RN IL6ST ILF3 IMMT INCENP INPPL1 INTS12 IP6K1 ITGA9 ITGAV ITIH5 ITM2A JAK1 JUNB KAT7 KDM8 KIF11 KIF20A KLB KLF3 KRAS KRT12 KRT16 KRT17 KRT36 KRT75 KRT77 KRT79 KRT85 KRTCAP2 KRTDAP LANCL2 LAPTM4A LASP1 LCP1 LDHC LEP LGALS1 LGALS3BP LGALS7 LGALS9 LGR5 LILRB3 LIMS1 LIPE LMAN1 LMNB1 LMTK2 LPIN1 LPL LRG1 LRRC8C LSM12 LTC4S LUM LY6D LYZ MAN1A2 MAN2B1 MAP1B MAP2 MAP3K5 MASP1 MCM6 MEF2A MFAP5 MGA MGAT2 MGLL MIF4GD MIR214 MIS12 MISP MKI67 MOB1A MPHOSPH8 MR1 MRAP MRC2 MRPL3 MRPL39 MSH4 MSRA MST1R MT1A MT2A MTF2 MYH1 MYH6 MYL1 MYO5B NABP1 NAP1L1 NAV2 NCAPD2 NCF1 NCF2 NCOA4 NDUFA2 NDUFA3 NDUFA5 NDUFAF7 NEDD4 NEU2 NEUROD4 NHSL1 NIT2 NKD2 NLK NME7 NNAT NR3C1 NR4A1 NSF NSUN4 NT5E NTN1 NUBP1 OPA1 OS9 OSR2 OVOL1 PABPN1 PAPOLA PBK PC PCCA PCK1 PCOLCE PCSK6 PCYT1A PDAP1 PDE3A PDE4DIP PDK4 PDLIM5 PDPK1 PDS5A PECAM1 PEG3 PEX13 PFKFB3 PGD PHB2 PIGB PINK1 PITPNB PIWIL2 PJA1 PKDREJ PKIG PLA2G2F PLCB1 PLD1 PLEC PLEK2 PLIN4 PLK1 PMEL PMEPA1 PMFBP1 PNPLA2 POLR3A PON3 POU2F3 PPP3CA PPP4R3B PRELP PRKACB PRKAR1B PRKD3 PRMT5 PRMT6 PRPS1 PSAP PSME4 PTBP3 PTGFR PTGS2 PTPN13 PTPN14 PTPRE PTPRF PTPRG PUM1 PURB QKI QNG1 QSOX1 RAB12 RAB2B RAB31 RAB40C RAB6A RABGAP1 RACGAP1 RAD21 RAMP2 RANBP9 RARG RARRES2 RASL11B RASSF3 RBBP4 RBBP6 RBFOX2 RBM6 RBMS1 RBP7 RCC2 RDH11 RECQL RETN RETNLB RFC1 RGCC RGS4 RHOG RHOV RIOK2 RIOK3 RMND5B RNF114 RNF14 RNF41 ROPN1L RPA1 RPL23 RPL3L RPN2 RPTN RRAD RRM1 RTN4 RTP4 RXRA RYR1 S100A10 SAFB2 SAP18 SAR1A SCAF11 SCD SCOC SCUBE1 SDCBP2 SEC61A2 SEPTIN8 SERINC3 SERP1 SERPINA12 SERPINB2 SERPINF1 SF3A2 SF3B2 SGCG SGPL1 SH3KBP1 SH3RF1 SHISA2 SHMT1 SIAH1 SIGMAR1 SIRPA SKP2 SLC11A2 SLC22A5 SLC25A10 SLC25A13 SLC25A30 SLC25A48 SLC2A4 SLC35A2 SLC35A3 SLC39A11 SLC39A3 SLC48A1 SLC5A6 SMAD1 SMAD5 SMARCA4 SNCA SNCG SNRPG SNRPN SNX30 SOD3 SORBS1 SOX4 SOX5 SOX9 SPAG5 SPESP1 SPIN1 SPON1 SPRR1A SPRR2D SPTBN1 SREK1 SREK1IP1 SRPK1 SRRM1 ST3GAL2 STAR STARD4 STOM STRBP STX18 SUCO SULT2B1 SWSAP1 TAOK1 TBRG4 TCAP TCEA1 TCEAL3 TCF12 TCF20 TCF7 TCIM TECR TENM4 TF TFDP1 TFRC TG TGFBR2 TGFBR3 TGS1 THBS1 THRAP3 THRSP TIMP1 TIMP3 TM6SF2 TMCC3 TMEM106B TMEM131L TMEM234 TMEM45A TMOD2 TNFRSF19 TNFSF14 TP53 TP63 TPO TPP2 TPR TPSD1 TRBV28 TREX2 TRIP13 TSHR TSLP TSPO TUBGCP2 TWSG1 TXNIP UBAP2L UBC UBE2D3 UBE2H UBL5 UBLCP1 UBQLN4 UCK1 UCP2 UCP3 UQCRB USF1 USP18 USP34 VAMP8 WARS1 WASHC2A WDR12 WDR45 WDR48 WEE1 WNT5A WRN WWC1 XDH XIST XRN2 YIPF4 YKT6 YPEL1 ZC3H11A ZDHHC5 ZFP36 ZFR ZMYND11 ZNF106 ZNF148 ZNF260 ZNF445 ZNF574 MARTINEZ_RESPONSE_TO_TRABECTEDIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RESPONSE_TO_TRABECTEDIN ADK ALCAM AP3B1 ATF6 BABAM2 COMMD1 CRADD CRYBG1 CUX1 DDX10 DOCK1 EIF4G3 ENOX2 EXT1 FTO GBE1 GNAQ HERC1 HMGA2 ID1 IRS1 ITPR1 KANK1 KIFAP3 LPP LRBA MARF1 ME1 MGMT MLLT3 NCOR2 NUMB PCCA POLA1 PPARG PTPRG PTPRK ROR1 SMAD3 SND1 SORL1 SPIDR SRPK2 STK3 TCF12 TIAM1 TMEM131 UVRAG XRCC4 ZFHX3 MARTINEZ_RESPONSE_TO_TRABECTEDIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RESPONSE_TO_TRABECTEDIN_DN ABRAXAS2 ACSL3 ADSL ANLN ARFGAP1 ARFGEF2 ARHGEF2 ARPC5L ATF1 ATG5 AURKA B4GALT5 BAG2 BCL2L1 BIRC2 BIRC6 BLZF1 BTAF1 BTG1 BUB1 BUB3 C8orf76 CCN2 CCNA2 CCNH CCT4 CDC23 CDC25C CDC27 CDC42BPA CDC5L CDH11 CDIN1 CDK1 CDK5R1 CDK7 CEP55 CFLAR CLCN7 CMPK1 CORO1C CPSF7 CRK CRLF3 CSNK2A1 CXXC5 DCK DDX20 DDX21 DIS3 DKC1 DLG5 DNAAF2 DNAJA2 DTL EGFR EIF3A EIF4B ELOVL6 EML4 EMSY EP400 EPB41 EPS15 EPS8 ERCC3 FADD FAF1 FBXL3 FBXL7 FKBP15 FNDC3A FNTA FOSL1 FOXK2 FRYL FYN FZD1 GABPB2 GAPVD1 GCC2 GDI2 GGPS1 GLRX GOPC GTF2B GTF2H1 GTF2H2 H4C2 H4C3 HDAC2 HERC4 HS3ST3B1 HSPA1L HSPA8 HSPE1 HSPH1 IGF2BP2 IMMP2L IPO7 ITPRID2 JAG1 JMJD1C KDM1A KDM4B KIF11 KIFBP LBR LHFPL2 LRRC42 LRRC8C LSM14A LUZP1 MACIR MAGEF1 MAP3K4 MAP3K7 MAP7D3 MAPK14 MAPKAPK5 MAT2A MCM3 MCTS1 MEAF6 MED17 METTL13 MFAP1 MICAL2 MID1IP1 MRPL1 MRPL15 MRPS35 MTCL1 MTIF2 MTMR4 MYC MYCBP2 NBN NCOA6 NET1 NLRC4 NMI NOC3L NPAS2 NUFIP1 OGT OSBP OSBPL9 PAFAH2 PAMR1 PANX1 PCNA PDGFB PEX1 PHF6 PJA2 PKN2 PLAG1 PLK1 POLD3 PPP1CC PPP2R1B PPP2R5E PRIM2 PRKACB PRKD3 PSMA4 PSMA5 PSMB1 PSMC2 PSMC6 PSMD14 PSME3 PSMG2 PTGES3 PTPRK RAB1A RAB2A RAB5A RAB6A RABGAP1 RABGGTB RAD23B RAD54B RAP1B RBM14 RBM17 RBM25 RBM27 RCC1 RCOR1 RIPK1 RNF14 RNF220 RPP14 RSPRY1 RSRC2 SACS SAMD4A SEC16A SERBP1 SIRPA SIRT1 SLC25A17 SLC2A1 SLC4A1AP SMARCA5 SNIP1 SON SPIN1 SPRY2 SQSTM1 SRPK2 SRRM2 SRSF3 SRSF4 SRSF9 STAU1 STK17A STK17B SUPV3L1 SYNE1 TARBP1 TARDBP TBK1 TBL1XR1 TCERG1 TDG TGIF1 THRAP3 TIAM2 TIMM21 TMEM138 TMEM248 TMEM53 TMPO TOP1 TOP2A TP53INP1 TRIM24 TRIP4 TSFM TSPAN14 TXNRD1 UBA2 UBE2C UBE2D2 UBE2D3 UBE2T UBN1 UBR7 UCK2 USP12 USP22 USP3 USP8 VCAN VEGFC VPS35L WEE1 WNT5B XBP1 XRCC5 YWHAE ZDHHC16 ZDHHC5 ZFTRAF1 ZMYM2 ZMYND8 ZNF281 ZNF345 ZNHIT3 MARTINEZ_RESPONSE_TO_TRABECTEDIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_RESPONSE_TO_TRABECTEDIN_UP ADAM9 AKAP13 ANXA1 ANXA5 ARL2 ATF3 ATP6V1G1 ATRAID CDC37 CDH1 COX6B1 COX7A2 COX8A CTSA CXCL3 CYCS DKK3 DNM1L DSG1 FKBP1A GADD45B GLO1 GNAS GNG10 GUK1 H1-2 HDAC3 HLCS HSBP1 ID2 IFITM1 IFITM2 IFITM3 IGFBP6 INHBB ITGAE ITM2B JUNB LAPTM4A LYZ MYB MYL11 MYOZ2 NDUFA1 NDUFA13 NDUFA2 PDIA3 PGK1 PIK3C2B PRDX2 RHBDD2 RPS27 RSRP1 RSU1 S100A10 SAT1 SCG5 SERTAD1 SKP1 SKP1P1 SNCAIP SOCS1 SOD1 SRGN TNRC18 TUSC3 UBA52 UQCRB VKORC1 WBP1 YBX1 MARTINEZ_TP53_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_TP53_TARGETS_DN AARS1 AATF ABCA2 ABCE1 ACAN ACSL5 ACTN3 ACTRT2 ACVR2B ADAMTS4 ADGRG1 ADIPOQ AFF2 AGFG2 AGPAT1 ALDH1A3 ALDH3A1 AMMECR1L ANK3 AP4S1 APBA3 APLP2 APOE AQR ARHGEF25 ARL8B ATF1 ATF7IP2 ATM ATP11A ATP2A2 ATP5IF1 ATP5PD ATP6V0C ATXN2L ATXN7L3B AURKC BAALC BACH1 BACH2 BAMBI BASP1 BBIP1 BCR BICC1 BMERB1 BRD2 BRD3 C1D C1R C22orf39 C6orf132 CA6 CACFD1 CALD1 CALHM5 CALR CAMK2B CAMKK2 CANX CAP1 CCDC137 CCND1 CCND2 CCNL1 CCT2 CD248 CDH3 CDH5 CDK2AP1 CDKN1A CEBPB CEBPG CELF1 CELF4 CELSR2 CENPA CER1 CERS4 CES4A CHAC1 CHD4 CHEK2 CHST1 CIBAR1 CLCN3 CLEC10A CLIP4 CLK1 CLNS1A CLU COL11A1 COL18A1 COL1A1 COL6A2 COL9A3 COPS9 CPSF4 CPT1A CRIM1 CRTC3 CRYBA4 CRYL1 CRYM CSF1R CSNK1D CTNNAL1 CTNNBIP1 CTNS CTSB CUX1 CWH43 CX3CR1 CXXC5 CYP17A1 CYP2G1P DAP DCT DDR1 DDX3Y DIAPH3 DKK2 DLX1 DLX3 DMD DNAJC17 DNAJC3 DNPH1 DOP1B DPYSL3 DSTYK DUS1L DYNLT1 ECE1 ECRG4 EDARADD EDC4 EDN3 EFNA3 EFNB1 EFTUD2 EGFR EGLN3 EGR2 EIF3E EIF4EBP1 ELN ELOVL3 ELOVL6 ENC1 ENOX2 EPAS1 EPHX1 EPHX2 EPRS1 ERC1 ERO1A ERRFI1 ESRP1 ETHE1 EXTL3 FA2H FAAP20 FABP4 FADS3 FAM32A FASTKD2 FBN2 FBP1 FGF7 FGFBP1 FHDC1 FHL2 FKBP5 FKBPL FLNA FOXC1 FOXO1 FOXP1 FRMD4B FRYL FUBP1 FXYD4 FZD6 FZD7 G6PD GABRP GALR1 GAS1 GCLC GDPD3 GGT1 GIP GJB2 GJB6 GLIPR1L2 GNA13 GNMT GOLGA4 GPRC5D GRHL1 GRK4 GSDMA GSK3B GSTP1 GTF2B GTF2IRD1 H2BC17 H2BC5 HACD2 HACD4 HERC6 HHIP HIPK2 HJURP HLA-A HLA-B HMGA1 HMGB1 HMGCS1 HNF4G HOMER2 HOOK2 HOPX HOXA3 HR HRAS HSD17B11 HSPA8 HUWE1 IAPP IDI1 IFFO2 IFI16 IGDCC4 IGFBP2 IGFBP4 ILF3 IMPACT INCENP INTS6L INTS9 IRX4 ITPR3 JUNB KAT7 KDM5B KERA KIF1C KLK10 KMT5A KRT12 KRT17 KRT23 KRT25 KRT27 KRT31 KRT32 KRT33A KRT34 KRT35 KRT36 KRT71 KRT72 KRT75 KRT79 KRT81 KRT82 KRT83 KRT85 KRT86 KRTAP1-3 KRTAP1-4 KRTAP13-4 KRTAP15-1 KRTAP19-1 KRTAP19-3 KRTAP19-4 KRTAP19-8 KRTAP20-1 KRTAP3-1 KRTAP4-1 KRTAP4-3 KRTAP5-2 KRTAP5-4 KRTAP6-3 KRTAP8-1 KRTAP9-9 KRTCAP2 LAD1 LAMA5 LASP1 LDHB LEP LGALS3BP LGALS7 LGR5 LIG3 LMTK2 LPCAT1 LPIN1 LSM12 LSR LTBP2 LY6G6D LYAR MAML1 MAN2B1 MAN2C1 MAP3K5 MAP4 MARCKS MARCKSL1 MASP1 MAX MBD3L2B MBP MCL1 MEIS2 MFAP3 MGA MGLL MIF4GD MIS12 MKI67 MLLT1 MRPL33 MRPL39 MRPL52 MRTFA MSH4 MST1R MSX2 MT1A MT2A MT4 MTA1 MTF2 MTREX MYBL2 MYH1 MYH14 MYH3 MYH6 MYO10 NAA11 NAV2 NCDN NDEL1 NDUFA2 NDUFA3 NDUFA5 NECTIN2 NEO1 NEUROD4 NFE2L3 NFIA NFIB NHERF2 NHSL1 NKD2 NME7 NOTCH1 NPEPL1 NPY NR2F1 NUMA1 OS9 OVOL1 PABPN1 PADI3 PAM16 PANK1 PARP3 PATZ1 PAX6 PCBP2 PCOLCE PDAP1 PDCD7 PDE3A PDK4 PDS5A PFKFB3 PFN2 PGD PHB2 PIGB PIGQ PIGU PINLYP PIP PIP5K1C PIWIL2 PKD1 PKDREJ PKIG PKP2 PLCB1 PLEC PLIN4 PLK1 PLOD2 PLXNA2 PLXNB3 PMEL PMEPA1 PMFBP1 POLDIP3 POLG POLR2A POLR2L POLR3A POM121 POU1F1 PPCDC PPIB PPIH PPP4R3B PRELP PRMT5 PRNP PRSS12 PSMC4 PSORS1C2 PTGDS PTPN13 PTPRE PTPRF PTTG1IP PURB QKI QNG1 RAB12 RAB4A RAB6A RARG RASL11B RASSF3 RBBP4 RBBP6 RBBP8 RBFOX2 RCC2 RDH11 RETNLB RETREG3 RHBDL3 RHBG RHOG RHOU RHOV RIMS2 RIOK2 RIOK3 RIPK4 RMND5B RNASET2 RNF149 RPL14 RPL21 RPL23 RPL26 RPL27 RPL31 RPL34 RPL37 RPL37A RPL3L RPN2 RPS17 RPS18 RPS21 RPS24 RPS6 RPS7 RPS8 RRAD RTP4 RTRAF RYR1 S100A10 S100A14 S100A3 SAFB2 SAP18 SCAF11 SCARA3 SCMH1 SCYL1 SDHAF4 SEPHS2 SF3A2 SF3B2 SFRP2 SFXN3 SH3RF1 SHISA2 SHMT1 SIAH1 SIVA1 SLC1A5 SLC25A10 SLC25A30 SLC27A4 SLC35A2 SLC35B1 SLC39A11 SLC39A14 SLC39A6 SLC44A1 SLC5A6 SLC7A5 SLURP1 SMAD1 SMAD4 SMARCA4 SMARCD2 SMO SNCA SNRPG SNTB2 SNX30 SON SOX2 SOX5 SOX9 SP110 SPESP1 SPINT1 SPRR1A SPTBN2 SREK1 SRRM1 SRSF3 SSBP2 ST14 STRBP STX18 SULT2B1 SUPT6H TAOK1 TARDBP TC2N TCF20 TCHH TECR TENM2 TENM4 TEX261 TFAP2B TFDP1 TG TGS1 THRA THRAP3 TIMP1 TIMP3 TJP2 TLE3 TMCC3 TMED10 TMEM131L TMOD2 TNMD TNNT1 TNRC6A TOMM70 TOR2A TP53 TPO TPR TRBV28 TRH TRIM2 TRO TSPO TUBA4A UAP1 UBC UBE2F UBE3A UBL5 UBLCP1 UBQLN4 UCP2 UNC5B UPP1 USP18 USP19 UTY VAMP8 VDR VIRMA VN1R17P WDR12 WDR75 WFDC21P WNT5A WRAP73 WRN WWC1 XDH XIST XPO5 YIPF4 YPEL1 ZCCHC9 ZDHHC14 ZDHHC5 ZFP36 ZMYND11 ZNF148 ZNF280D ZNF574 MARTINEZ_TP53_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTINEZ_TP53_TARGETS_UP ABCB8 ABCC5 ACAA2 ACAD8 ACBD3 ACKR1 ACO1 ACOX1 ACSL1 ACTA1 ACTB ACTC1 ACYP1 ADD1 ADD3 ADH1C AGK AGPAT5 AGTR2 AHR AIF1L AK3 AKR1B10 AKR1C3 ALAS1 ALDH1A1 ALOX5AP AMD1 ANGPTL2 AP2A1 AP2B1 AP3M1 APOA4 APOC2 APP AQP1 ARCN1 ARHGAP1 ARL5A ARPP19 ARRDC4 ART1 ART3 ASB6 ASB7 ASPH ATF2 ATF3 ATP2A1 ATPAF2 ATXN7L3B AVPR1A B2M BABAM2 BAD BAG4 BBOX1 BCAP31 BCL2L13 BICD2 BID BMP1 BNIP3 BPHL BRAT1 BTC BZW1 C1QB C1orf54 C4orf3 C5orf15 CA13 CA3 CA4 CAB39L CACNA2D1 CALCOCO2 CAMK4 CAPN6 CAPRIN1 CAPZB CARS1 CASP6 CASQ1 CAT CAV2 CAV3 CCDC43 CCDC71 CCL15 CCL20 CCN1 CCN3 CCND2 CCNL2 CCT6A CD163 CD36 CD44 CD59 CD74 CDC42BPA CDKN1A CDKN1C CEACAM1 CELF2 CENPB CENPV CEP85 CFAP97 CFD CFL2 CHCHD10 CHD9 CHPT1 CHRND CIDEC CKM CLCA3P CLCF1 CLDN10 CLDN11 CLDN15 CLDN5 CLEC4E CLNS1A CMA1 CMTR1 CNOT4 COA5 COL4A5 COX6A1 CP CPA3 CPD CPT1B CSRP3 CTBS CTDSP2 CTF1 CTR9 CTTN CUX1 CXCL12 CXCL14 CYP11A1 CYP4B1 CYSRT1 DCTN4 DCUN1D1 DDX3X DDX3Y DGCR2 DHX40 DLK1 DNAJB1 DNM2 DNPEP DPYSL3 DRAM1 DRAM2 DTX3 DUSP1 DUSP22 DVL1 DYNLT1 EIF3A EIF4G1 EIF4H ELOC EML5 EMP2 ENPP3 EPHA5 EPS8L1 EREG ERI2 ESD ESYT3 ETFDH ETFRF1 FABP1 FADS2 FAH FAM107B FAM162A FBLN1 FBLN2 FBP2 FBXW8 FCGR2B FECH FERMT3 FGFR2 FGL2 FNTA FOS FSCN1 FTH1 FUCA1 FUT2 GALNT11 GBP2 GET3 GHR GINM1 GIT2 GJA1 GLO1 GLRX GNA12 GNA13 GNAS GOSR2 GPD1 GPSM1 GRB10 GSTA2 GSTZ1 GZMB GZMH H1-2 HACD3 HADH HAS3 HAVCR2 HBP1 HBS1L HCAR2 HCFC1 HDC HDLBP HIF3A HIPK3 HLA-B HLA-DQA1 HMGA2 HMGCS2 HNRNPLL HOXA9 HOXB2 HOXB6 HSPA9 HSPB7 IDE IDH3G IER3 IFI16 IFI27L2 IFT46 IGF2 IGHG1 IKZF1 IL18R1 IL1R2 IL2RG IL33 IL36A IL36G IL36RN IL6ST ILF3 IMMP2L IMMT INPPL1 INTS12 IP6K1 ITGA4 ITGA9 ITGAV ITIH5 ITM2A JAK1 KDM8 KIF11 KIF20A KLB KLF3 KLHL13 KLK1 KPNA6 KRAS KRT16 KRT6C KRT77 KRTDAP LAMA2 LANCL1 LANCL2 LAPTM4A LASP1 LBP LCE1F LCP1 LDHC LGALS1 LGALS9 LILRB3 LIMS1 LIPA LIPE LITAF LMAN1 LMBR1 LMNB1 LPL LRG1 LRRC8C LTBP1 LTC4S LUM LXN LY6D LYZ MAGOHB MAN1A2 MAP1B MAP2 MAPRE2 MARCHF2 MCM6 ME1 MEF2A MFAP5 MGAT2 MIR214 MISP MOB1A MORC3 MPHOSPH8 MR1 MRAP MRC2 MRPL3 MS4A6A MSR1 MSRA MTX1 MYL1 MYL4 MYO5B NABP1 NADK NAP1L1 NCAPD2 NCF1 NCF2 NCOA4 NCOA5 NDRG1 NDST2 NDUFAF7 NDUFS4 NEDD4 NEU2 NIT2 NLK NNAT NPM3 NPY4R NR3C1 NR4A1 NSF NSMAF NSUN4 NT5E NTN1 NUBP1 NUDT7 OPA1 OS9 OSR2 PAPOLA PBK PC PCCA PCK1 PCSK6 PCYT1A PDE4DIP PDGFA PDGFC PDLIM5 PDPK1 PEA15 PECAM1 PEG3 PEX13 PFKFB3 PIGO PILRA PINK1 PIP4K2A PIP5K1A PITPNB PITX2 PJA1 PLA2G2F PLAC1 PLD1 PLEK2 PLGRKT PMEPA1 PNPLA2 PON3 POU2F3 PPP3CA PRDX1 PRELP PRKACB PRKAR1B PRKCE PRKD3 PRMT6 PROKR1 PRPS1 PRR13 PSAP PSME4 PSMF1 PTBP3 PTGFR PTGS2 PTPN14 PTPRF PTPRG PTPRZ1 PTTG1 PUM1 QPCT QSOX1 RAB2B RAB31 RAB40C RABGAP1 RACGAP1 RAD21 RAMP2 RANBP9 RARRES2 RBBP4 RBM6 RBMS1 RBP7 RDH10 RECQL RETN RFC1 RGCC RGS4 RILPL2 RIMOC1 RNF114 RNF14 RNF41 ROPN1L RPA1 RPGRIP1 RPS25 RPTN RRM1 RRN3 RSAD2 RTN4 RXRA RXYLT1 S100A8 S100B SAA3P SAR1A SCD SCOC SCUBE1 SDCBP2 SEC61A2 SELENOF SEPTIN8 SERINC3 SERP1 SERPINA12 SERPINB1 SERPINB2 SERPINB4 SERPINB9 SERPINF1 SET SGCG SGPL1 SH3KBP1 SIGMAR1 SIRPA SIX2 SKP2 SLC11A2 SLC14A1 SLC22A2 SLC22A5 SLC25A10 SLC25A13 SLC25A48 SLC26A7 SLC2A4 SLC35A3 SLC39A3 SLC45A3 SLC48A1 SLC4A10 SLC6A4 SMAD5 SMOC2 SNCG SNRNP27 SNRPN SNX17 SOD3 SORBS1 SORT1 SOX11 SOX4 SPAG5 SPIN1 SPON1 SPON2 SPPL2B SPRR2D SPTBN1 SREK1 SREK1IP1 SRGN SRPK1 ST3GAL2 STAR STARD4 STOM SUCO SWSAP1 TBK1 TBRG4 TCAP TCEA1 TCEAL3 TCF12 TCF7 TCIM TF TFPI2 TFRC TGFB2 TGFBI TGFBR2 TGFBR3 THBS1 THRSP TIA1 TIMMDC1 TM6SF1 TM6SF2 TMCC2 TMED9 TMEM106B TMEM106C TMEM109 TMEM191B TMEM222 TMEM234 TMEM45A TNFAIP6 TNFRSF19 TNFSF14 TNNC1 TNNI1 TNNT2 TP53INP2 TP63 TPP2 TPSAB1 TPSD1 TRBC2 TREX2 TRIAP1 TRIB1 TRIP13 TSHR TSLP TSPAN3 TUBGCP2 TWSG1 TXNDC12 TXNIP TYROBP UBAP2L UBB UBE2D3 UBE2H UCK1 UCP1 UCP3 UQCRB USF1 USHBP1 USP34 VAPB VN1R17P WARS1 WASHC2A WDR45 WDR48 WEE1 XRN2 YKT6 ZBED3 ZC3H11A ZFP37 ZFR ZIC3 ZMYM4 ZNF106 ZNF260 ZNF330 ZNF410 ZNF445 ZNF521 ZNF574 ZSCAN26 MARTIN_INTERACT_WITH_HDAC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_INTERACT_WITH_HDAC ACTN1 ACTN4 ANKRD11 ATF2 BCL6 BCOR CAMK1 CAMK2D CAMTA2 CBX5 CTBP1 ETV6 FOXP3 GATA1 GATA2 HIF1A KAT5 KPNA2 MAPK1 MAPK3 MARK2 NCOR1 NCOR2 NFKBIA NKX2-5 NR2C1 NRIP1 PHB2 PKD1 PPA1 PPP1R12A REST RFXANK RUNX2 RUNX3 SIN3A SRF TP53BP1 UBE2I YWHAQ ZBTB16 MARTIN_NFKB_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_NFKB_TARGETS_DN BRD1 BRSK1 COLGALT2 DGKQ DHCR24 DNASE2 EFNB3 MEAK7 SLC14A2 UBN1 ZCWPW2 MARTIN_NFKB_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_NFKB_TARGETS_UP ABCB1 ATP8A2 BCL2 BICDL1 C1S C3 CA2 CASP4 CCL7 CDC14B CP CXCL12 CXCL3 CXCL9 DUSP6 FLT1 FSD1 GTF3C1 IGFBP7 IL10 INHBB LATS2 MTRF1 MYC NFKBIZ OPN4 OSMR PLD4 PPP1R1B PRKCE SAA1 SLC16A4 SLC26A9 SLC29A1 SPP1 STEAP4 SYN3 TRIM2 TRPV6 TTYH3 VCAM1 VEGFA ZCWPW1 MARTIN_VIRAL_GPCR_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_VIRAL_GPCR_SIGNALING_DN ALDH18A1 ARIH2 BFSP2 BIK BRD1 BRSK1 CD86 CFH DGKQ EFNB3 ESX1 EXTL1 FOSL1 FRMD4B H1-1 HLA-A HTR1B HTT LGR6 LMBR1L LSM6 MAN2A1 MEAK7 MRPS22 NEBL NOD1 OR13C7 OR5AR1 OR5B12 PANX2 PGF PLA2G2F PPT2 PSPH RNF122 SLCO1A2 SMPD3 SMS SRP9 STBD1 TAF13 TBC1D1 TCERG1 TCOF1 TF TRAK1 UBN1 UNCX VCAN WT1 ZNF622 ZNF7 MARTIN_VIRAL_GPCR_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTIN_VIRAL_GPCR_SIGNALING_UP ABCB1 ABCG5 ACTA2 ANXA8L1 AP5B1 ARRDC5 ATP8A2 BCL2 BICDL1 C1S C3 C8orf82 CA2 CCDC69 CCL7 CDC14B CNTN6 CP CXCL12 CXCL3 CXCL9 CYP39A1 DKK4 DOK6 DSG2 EPB41L3 EPHX1 FLT1 FSD1 FST GALK2 GNPNAT1 GPR18 GTF3C1 HAGHL HOXB7 HTATIP2 IGFBP7 IL10 INHBB IQGAP1 ITGB8 ITPKC KLK11 KRT1 LATS2 LHX6 MGST1 MST1 MYC MYH10 NEGR1 NFKBIZ NRF1 NYX OPN4 OSMR PAM PDE6B PLD4 POLR3H PPP1R1B PPP2R2A PRKCE PUS1 RORA SAA1 SEMA4B SERINC5 SLC16A4 SLC26A9 SLC29A1 SOCS2 SOD3 SP6 SPP1 STEAP4 SYN3 TAAR9 TARS2 TRDN TRPV6 TTYH3 VCAM1 VEGFA ZAN MARTORIATI_MDM4_TARGETS_FETAL_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTORIATI_MDM4_TARGETS_FETAL_LIVER_DN ABCB7 ABCF1 ABCF2 ABCG2 ACO1 ACP1 ACP5 ACTR1B ACTR2 ADAM10 ADD3 ADPRS AGAP3 AGO2 AGPS AK3 AKAP10 ALAS2 ALB ALCAM ALG2 AMBP AMD1 AMN ANAPC5 ANGPT1 ANGPTL2 ANKRD28 ANP32E AP1G1 APOA1 APOA4 APOB APOE APOM ARB2A ARF3 ARHGAP5 ARID4B ARL8B ARNT ARPC1B ASB4 ATF7IP ATIC ATP11C ATP2B1 ATP8A1 ATRX ATXN2 ATXN7L3B BAG6 BASP1 BAZ1B BCL11A BCLAF1 BDNF BNC1 BRD8 BTBD2 BUB1 CA2 CA7 CAD CAGE1 CAND1 CAPN6 CASP9 CBL CBX2 CBX5 CCAR1 CCNT2 CCSER2 CD1D CDC27 CDH2 CELF1 CEPT1 CERT1 CHP1 CILK1 CITED4 CKAP4 CLCN5 CLIC1 CLIP3 CLPX CNOT11 CNOT6L CNOT7 CNTRL COL1A1 COL1A2 COL5A2 COL9A1 COP1 COX15 CSF1R CSF2RB CSNK1D CSNK1G3 CSTF3 CTDSP2 CTSC CTTN CTTNBP2NL CUBN CUL3 CWF19L1 CYTH3 DACT1 DACT3 DBT DCN DDX17 DDX18 DDX21 DDX3X DGCR2 DGCR8 DHX29 DHX9 DNAJC7 DPF3 DPH1 DPYSL3 DTL DUSP18 EDEM1 EFHD2 EFNA5 EFNB3 EIF4G1 EIF5B ELL2 ENAH ENSA EPB41L2 EPB41L3 EPHA3 EPHA4 EPM2AIP1 EPRS1 ERBIN ERMAP ERVK13-1 ETS1 EXOC5 F2R FADS2 FAF1 FAM168B FAM32A FBXW11 FBXW8 FEM1B FERMT2 FGA FGB FGFR2 FGG FKRP FLRT3 FOXF1 FOXM1 FOXP1 FUBP1 FYTTD1 FZD1 FZD5 GAL3ST4 GALNT1 GATA4 GATA6 GHR GLI3 GLYR1 GNA12 GNAI3 GNG2 GPBP1 GPS2 GRAMD2B GRB10 GTF2F1 GTF3C2 GUCY1A1 GULOP HACD3 HAND2 HCFC1 HDLBP HEMGN HEXIM1 HIPK3 HMG20B HMGCR HMOX1 HNRNPA1L2 HNRNPH3 HP1BP3 HSD11B2 HUS1 IGDCC3 IGFBP1 IL6ST ILRUN INCENP ING3 INTS5 IRF2BPL ISG20L2 ITIH2 IVNS1ABP KANK2 KAT2B KCTD20 KIF11 KIF15 KIF1B KIN KLF3 KNOP1 KPNA3 LASP1 LCP1 LEMD3 LHX9 LIN7C LIX1L LMO4 LPAR1 LPL LPP LRRC58 LRRC59 LYPLA1 MAB21L2 MACO1 MAF MAGT1 MAOB MAP1B MAPK1IP1L MAPKAPK2 MAPRE1 MARCHF7 MARK2 MATR3 MBD1 MBNL2 MDM4 MECOM MED16 MEF2A MEN1 METTL16 MIA3 MKNK2 MLLT1 MLLT10 MMP14 MSL1 MT-ND3 MTDH MTMR4 MTUS2 MYB NAA50 NAB1 NCK2 NCL NEMF NFATC3 NFYC NHLH2 NNAT NOLC1 NONO NORAD NR2F1 NRAS NRK NUCKS1 NUDT4 NUFIP2 NUP205 ODF2 OGFRL1 OLFM1 OTUD4 PAFAH1B2 PANK3 PAPOLA PARD6B PBX3 PCBP4 PCTP PCYT1A PDGFRA PDIA6 PDZK1 PELI1 PGM5 PHETA1 PHF20L1 PIK3R1 PIM1 PITPNB PITX2 PJA2 PKNOX1 PLAGL1 PLG PLN PLPP3 PLVAP PLXNA2 PLXNB2 PMPCA PNISR POFUT2 POGK POLA1 POLE3 POLR3C POSTN PPFIA1 PPHLN1 PPIG PPM1B PPP4R1 PPP6R1 PRC1 PRKAR2A PRKAR2B PRKCI PRPF38B PRPF40A PRPF6 PRRX1 PSAP PTEN PTPRG QKI RAB10 RAB22A RAB7A RANGAP1 RBBP9 RBFOX2 RBM25 RBM28 RBM5 RBP4 RCBTB1 RCBTB2 RCC2 RCOR3 RELN RFK RHAG RMND5A RNF2 RNF20 RNF220 RNF38 RO60 ROCK2 RPS6KB1 RSRC2 RTF1 RWDD4 S1PR3 SAFB2 SATB1 SCARF2 SCYL2 SEC23A SEC24B SEC62 SEC63 SELENOI SEPTIN1 SERPINA1 SERPINF2 SFPQ SFSWAP SGO2 SGPL1 SH3BP5 SH3D19 SH3GLB1 SHC1 SHOX2 SHROOM3 SKIC2 SLC12A7 SLC13A4 SLC16A13 SLC25A13 SLC25A46 SLC2A2 SLC31A2 SLC38A2 SLC39A10 SLC39A8 SLC44A1 SLC4A1 SMAD3 SMARCA5 SMC1A SMC6 SNW1 SNX1 SNX2 SNX5 SON SOX4 SP4 SPAG5 SPART SPHKAP SPIN1 SREK1 SRPRA SRSF1 SSBP4 SSR1 SSR3 ST13 ST3GAL5 STAMBP STARD4 STAU1 STK3 SUPT16H SUZ12 TATDN1 TBC1D2B TBKBP1 TBL1X TBL3 TBRG4 TBX15 TBX2 TBX3 TCF21 TCF4 TCF7L2 TENT5C TFRC TGFBR1 TGIF2 TGOLN2 THAP11 THRAP3 TIA1 TIMP2 TIRAP TLL1 TMEM248 TMEM33 TMEM64 TMPRSS2 TMX4 TNC TNFAIP1 TNPO3 TPM4 TPR TRAK2 TRPC4AP TSHZ1 TTR TWSG1 UBAP2 UBL7 UBQLN4 UBXN4 UFD1 UFM1 UGCG UMPS UPK3B USP16 USP19 USP22 USP48 UTP15 UTP3 UTRN VCAM1 VCL WBP1L WDR26 WNT5A XIAP YKT6 YTHDF3 YWHAG ZBTB12 ZCCHC14 ZFAND5 ZFP36L2 ZFPM1 ZFX ZKSCAN1 ZMYND11 ZNF106 ZNF143 ZNF146 ZNF148 ZNF22 ZNF260 ZNF544 ZNF574 ZNF830 MARTORIATI_MDM4_TARGETS_FETAL_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTORIATI_MDM4_TARGETS_FETAL_LIVER_UP A2M ABHD4 ADM AEN AK1 AK4 ANKRD37 ANO3 APAF1 ARAP2 ARK2C ARRDC3 ASCL2 ATP5F1E ATP5MK BHLHE40 BHLHE41 BLOC1S2 BNIP3 BNIP3L BOLA2 BTG2 BTG3 CA12 CAV1 CCN2 CCNC CCNG1 CCP110 CD81 CDC34 CDKN1A CENPW CEP170B CGREF1 CHAC1 CIART CLCN3 COA8 COMMD2 COX6B2 COX7A2 CPNE2 CPT1C DAPK1 DCXR DDIAS DDIT4 DDIT4L DDX3Y DEF6 DLX3 DPM3 DUS4L DYNLL2 DYRK3 EDA2R EGLN1 EGLN3 EI24 EIF4EBP1 ELP6 ENHO ENO1 EOLA1 ERO1A ETV4 EXOC4 FABP7 FAM114A2 FAM162A FAM181B FAT1 FBXW9 FOXO3 FSD1 GALK1 GBE1 GINS1 GLRX3 GLUL GNB1 GRIP1 HBB HIGD1A HILPDA HK2 HOXB9 HOXD1 HOXD4 HPRT1 HSPBP1 IER3 IFITM3 IGF2BP1 IMMP1L JAG2 JDP2 KANK3 KBTBD11 KCNE3 KDM5D KDM7A KIFC1 KMT2E KRT19 LAGE3 LLPH LMNB1 LRRC32 LRRFIP1 LSM7 LUC7L2 MAB21L3 MAP3K20 MAPKAPK3 MDM2 MFAP3 MGARP MIR219A2 MIX23 MNAT1 MT2A MTG1 N4BP1 NAA20 NAMPT NDRG1 NDUFA7 NDUFB9 NME2 NME4 NPM3 NPPB NR6A1 NRN1 NSMCE1 NUDT5 P3H2 P4HA1 P4HA2 PALM2AKAP2 PDE2A PDE4B PDK1 PDXP PERP PFKL PFKP PGK1 PGM1 PHLDA1 PHLDA3 PIDD1 PIGF PIGP PIK3IP1 PITPNC1 PITPNM2 PLCD4 PLEKHA2 PLOD2 PLTP PMAIP1 POM121 PPP1R10 PPP1R3C PPP1R3G PRELID2 PRRC2C PRTG PSRC1 PTK7 PTP4A3 PTPN14 PTPRVP RAB5C RALY RAP2A RAP2B RB1 REV1 RHBDF2 RNF169 RNF19A RPL34 RPRM RPS12 RPS18 SAP30 SEC61G SERPINE2 SESN2 SIVA1 SLC16A3 SLC19A2 SLC66A3 SLC6A14 SNORA50C SNORD49A SNRPG SOSTDC1 SP6 SPAG17 SRRM2 ST14 STC2 SUSD4 SUSD6 SYNM TAGAP TAGLN TAP1 TFAP4 THEM6 TIMM8B TMEM143 TMEM256 TMEM45A TMEM63B TP53INP1 TRIM6 UBE2K UPP1 UQCC6 USF1 VLDLR VWF WDR36 WDR54 WIPI1 WNT6 WTIP ZBTB16 ZIC2 ZMAT3 ZNF28 ZNF365 ZNF688 MARTORIATI_MDM4_TARGETS_NEUROEPITHELIUM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTORIATI_MDM4_TARGETS_NEUROEPITHELIUM_DN ABCD2 ACSS1 ADGRG1 AGO1 ALDH1A1 APC2 ARCN1 ASCL1 ATAT1 BCL11A BHLHE22 BRINP1 BRSK2 C14orf132 C1QB C1QTNF3 C4orf3 CACNG4 CADM4 CADPS CD1D CD53 CDK5R1 CFL2 CNMD CNR1 CORO1A CSF1R CSF2RB CTSC CX3CR1 CXCL13 DACH1 DBX1 DCX DLX5 DLX6-AS1 DMRTA2 DUXB EDNRB EGFL6 ELAVL2 ELAVL3 ELAVL4 ENY2 EOMES ERMAP F13A1 FABP7 FGD4 FMN2 FOS FOXG1 FRMD5 FSTL5 FYN GDAP1 GFRA1 GPM6B GREM2 GSX1 HAND2 HDAC9 HEMGN HPGD HSD17B11 ID4 IGFBP5 IGFBPL1 INA INSIG1 IRF2BPL ITGB8 JAKMIP2 JAM2 KAT2B KCNA5 KIF21A LRRN1 LST1 LY86 MAF MAP2 MAPK10 MDM4 MEGF9 MIR100HG MIR9-2 MPPED2 MRC1 MTCL3 MTURN MYB MYT1 NAP1L2 NCAN NEUROD1 NEUROD4 NEUROG1 NHLH2 NOL4 NSG1 NUDT21 OXCT1 PAK1 PARP9 PCDH9 PDGFRA PEA15 PGM2L1 PKIA PKNOX1 PLCXD2 POU3F4 PPP1R17 PRMT8 RAPGEF5 RBL1 REM2 RGS4 RHBDL3 RIPPLY3 RND2 RNF182 RNH1 RSPO2 RTN1 RUFY3 SANBR SATB1 SCARA3 SCG3 SCG5 SCRN1 SGK3 SHOX2 SKOR1 SLC17A6 SLC4A5 SPAST ST8SIA4 STMN2 STMN3 STX3 SYT11 TAL1 TAL2 TBR1 TCAF1 TLCD4 TMEM26 TP53INP2 TSPYL4 TTYH1 TYROBP UBXN2A UNCX VCAM1 XIST ZBTB18 ZCCHC18 ZMAT1 ZRANB1 MARTORIATI_MDM4_TARGETS_NEUROEPITHELIUM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARTORIATI_MDM4_TARGETS_NEUROEPITHELIUM_UP ACTN1 ADM AEN AGPAT5 AK1 AK4 ALDOA ANKRD37 ANO3 ARAP2 ARRDC3 BAX BEX2 BHLHE40 BHLHE41 BLOC1S2 BNIP3 C12orf75 CAD CALD1 CCND1 CCND2 CCNG1 CD81 CDC34 CDK6 CDKN1A CEP15 CEP170B CKAP2 COX6B2 CPNE2 CPPED1 CPT1C CTHRC1 CTSE DAPK1 DCXR DDIAS DDIT4 DDIT4L DDX3Y DEF6 DNAI1 DUSP5 DYNLT2 EDA2R EGLN1 EGLN3 EI24 EIF4EBP1 ENG ENO1 EPHX2 ERCC5 ERO1A EXOC4 FAM162A FAM181B FAT1 FBN2 FBXW9 FGF19 FOXB1 FOXL2 FOXO3 FST GALK1 GAS5 GGCT GGTA1 GPC3 GPI GRHPR GRIA3 GTSE1 HIGD1A HK2 HSPA1B ID1 IFT20 IGDCC4 IGF2R ITGA8 ITGA9 KIFC1 KLHL26 KRT19 LDHA LIN28A LNPEP LPP LRRFIP1 LYPD1 MAB21L3 MAP3K20 MAPKAPK3 MARCHF5 MEG3 MIX23 MT1A MT2A MYC NAV1 NDUFB6 NKX6-2 NME4 NOMO1 NR6A1 P3H2 P4HA1 PALM2AKAP2 PEG3 PERP PFDN2 PFKL PFKP PGK1 PGM1 PHLDA3 PIDD1 PIERCE1 PIEZO1 PLA2G12A PLK2 PLXDC2 PMAIP1 POLR2K PRELID2 PROS1 PRTG PSRC1 PTK7 PTP4A3 PTPN14 PTPRVP RBM38 RNF126 RNF169 RPGRIP1 RPL27A RPL36 RPS19 S100A10 SALL4 SEM1 SERPINE2 SESN2 SF3B5 SLC16A3 SLC19A2 SLC2A1 SLC2A3 SLC39A7 SLC66A3 SNAI1 SNORA74A SNORD49A SNRPF SOAT1 SRRM2 SYNM TAP1 TBX3 TIMM17A TMEM255A TP53INP1 TPD52L1 TPI1 TRIM6 TRIM71 VCAN VEGFA WNT3A ZMAT3 ZNF365 ZNF688 MARZEC_IL2_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARZEC_IL2_SIGNALING_DN ATM CACNA1E CACNG3 CARD6 CASP1 CCNG1 CCNG2 CDKN1B CDKN1C CDKN2C DAPK1 ENPP2 FAS FOXO3 ING4 IP6K2 JAK2 LGALS12 MAP2K6 NT5E PDCD4 PDE3B PDGFC PIK3R3 PLCB1 PROK2 PTPRC RFFL RGPD4 SESN1 SESN3 SOS1 STAM TFDP2 TNFRSF11A TP53INP1 MARZEC_IL2_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MARZEC_IL2_SIGNALING_UP ACVR1B ADCY3 ADCY9 AHR AK4P3 BAG1 BCCIP BCL2 BCL2L1 BIRC3 BMP2 CARD10 CARD9 CCL3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCR4 CD40LG CDC25A CDC6 CDK5R1 CISH CSF2 CSF2RA CSF2RB CSRNP1 CTPS1 CXCL12 CXCL8 DHODH DKC1 DLST DUSP2 DUSP4 DUSP6 DUSP7 EEF1E1 ELMO3 FGF2 FGF7 FGFR1 GADD45B GART GNL3 HK2 HSPA1B HSPD1 IER3 IL10 IL10RA IL13 IL17RB IL18RAP IL1A IL24 IL2RA IL2RB IL5 JUND LIF MAP3K20 MAPKAPK2 MYC NOP2 OSM PDCD11 PDCD2L PDE4A PEA15 PHLDA1 PHLDA2 PIM1 PINX1 PNP POLE2 POLR1B POLR1C POLR2D POLR3K PPAT PRKX PTCH1 PTPN7 PTRH2 PUS1 RGCC RHOB RRAS2 SERPINB9 SOCS1 SOCS2 SPP1 SPRED1 SPRED2 STAT3 TGFB1 TNFAIP8 TNFRSF10A TNFRSF12A TNFRSF18 TNFRSF1B TNFRSF21 TNFRSF4 TNFRSF8 TNFRSF9 TNFSF10 TNFSF14 TRIB3 UCK2 UMPS VEGFA WT1 MASRI_RESISTANCE_TO_TAMOXIFEN_AND_AROMATASE_INHIBITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASRI_RESISTANCE_TO_TAMOXIFEN_AND_AROMATASE_INHIBITORS_DN ACTG2 APOD AQP3 CALD1 CCN2 CCN5 EFEMP1 EPAS1 FBN2 FHL2 FHOD3 ITGB6 KRT17 L1CAM NT5E PCSK2 SNAI2 SPANXA1 TAGLN TNS3 MASRI_RESISTANCE_TO_TAMOXIFEN_AND_AROMATASE_INHIBITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASRI_RESISTANCE_TO_TAMOXIFEN_AND_AROMATASE_INHIBITORS_UP ABCA12 AGR2 AREG ATRNL1 CYP26B1 DMD ELOVL2 FHL1 GJA1 GREB1 KLK11 MGP MYBL1 NPY1R PDZK1 PGR RMST SULF1 TFF1 TMT1A MASSARWEH_RESPONSE_TO_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASSARWEH_RESPONSE_TO_ESTRADIOL ADD3 ADRA2A AMFR APTX AREG CA12 CDV3 CXCL12 DEPTOR EGR3 ELOVL2 ETNK2 FCMR FLNB GLA GREB1 IGF1R IGFBP4 IL17RB IRS1 KAZN KLF10 LARGE1 LRIG1 MAP2 MAPT MEGF9 MREG MYB MYBL1 MYOF NRIP1 OLFM1 PDZK1 PGR PMAIP1 PRSS23 PSMG1 RBBP8 RHOBTB3 RXRA SCARB1 SERPINA5 SGK3 SIAH2 SLC1A4 SLC26A2 SMPDL3B SOX4 SRI STARD13 STC1 SYBU TIPARP TMA16 TMCO6 TMPRSS3 TOP2A TPD52L1 TSKU TUBB2B ZHX2 MASSARWEH_TAMOXIFEN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASSARWEH_TAMOXIFEN_RESISTANCE_DN ABAT ADAMTS15 ADAMTS19 ADCK2 ADCY9 ADD3 ADRA2A AFAP1L2 AHSA2P AMFR AMIGO2 ANXA6 AP1S2 APBB2 APTX AREG ARHGAP36 ARL3 ARMT1 ATP11A ATP2B4 ATRNL1 BCL2 BLVRA BMPER BOD1 C1orf226 CA12 CADM1 CALB2 CBX2 CBX5 CCNA1 CCNB1 CCNG1 CD44 CDV3 CELSR2 CISH COL4A5 COL5A1 COPS9 COX6CP1 CPE CRABP1 CTPS2 CUX1 CXCL12 DARS1 DDAH1 DEPTOR DLC1 DLG5 DOK7 DSCAM DUBR DUSP2 DUXAP8 E2F4 EFNB3 EGR3 ELOVL2 ELOVL5 ELP2 ESR1 ETNK2 FADS3 FAXDC2 FCMR FGFBP2 FGFRL1 FKBP5 FLNB FOXO3 FRAS1 FREM2 FRK FYB2 FZD1 GCHFR GFRA1 GLA GNB4 GPER1 GPR173 GREB1 GTF3C2-AS1 H19 HCFC1 HIP1 HNMT HNRNPA0 HOXC10 HPCAL1 HPGD HR IGF1R IGFBP4 IGSF1 IL17RB IL20 IL27RA IRS1 IRX3 IRX5 ISOC1 KANSL1-AS1 KAZN KCNJ3 KDM1B KDM4B KLF10 LAGE3 LAMP2 LARGE1 LETM2 LINC00408 LINC00992 LINC01968 LINC03104 LMNB1 LONRF2 LRIG1 MAGED4B MAP2 MAP3K12 MAPT MBOAT7 MEGF9 MGP MIR503HG MOCS2 MPPED2 MREG MT2A MTFP1 MYB MYBL1 MYO16 MYOF NAB2 NAV1 NBPF1 NEIL2 NMRK1 NPNT NPY1R NPY5R NRCAM NREP NRIP1 NSUN5 NSUN5P1 NT5C OLFM1 PABPC1L PARD6B PARP4 PDCD4 PDLIM1 PDZK1 PGR PIK3R1 PIKFYVE PKIB PLAC1 PLIN5 PMAIP1 PNPLA3 POLR1D PPM1K PPP1R26-AS1 PRAG1 PRLR PRSS23 PSMG1 PTGR1 PTPRG PYCARD RAB11FIP3 RAB31 RBBP8 RBM24 RBM33 RERG RHBDF2 RHOBTB1 RHOBTB3 RMST RNF167 RNF183 RPL13P5 RXRA S100A7 SAMD15 SCARB1 SCD5 SEMA4C SERPINA5 SFXN2 SGK3 SH3BGR SH3BP5 SIAH2 SIAH2-AS1 SLC1A4 SLC22A5 SLC26A2 SLC39A6 SMPDL3B SNTG2-AS1 SOX3 SOX4 SRI ST8SIA4 STARD13 STC1 SUPT3H SUSD3 SUSD4 SYBU SYT1 SYT12 SYTL4 TCN1 TEAD1 TFAP2C THSD4 TIAM1 TIPARP TMA16 TMCO6 TMEM164 TMPRSS3 TMPRSS4 TMT1B TNNT1 TOP1MT TOP2A TPBG TPD52L1 TSKU TSPYL2 TST TTC39A TUBB2B TUBB6 UNC13C WASF1 ZBTB10 ZHX2 ZNF385B ZNF703 ZNRD2 ZNRF2 ZSWIM6 MASSARWEH_TAMOXIFEN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MASSARWEH_TAMOXIFEN_RESISTANCE_UP AAK1 ABCC5 ABCC6 ABHD17C ACACA ACAT1 ACKR3 ACSL1 ACVR1 ACVR2A ADAM9 ADIRF AGAP4 AGMAT AKTIP ALAD ALCAM ALDH1A3 ANK3 ANKMY2 ANKRD22 ANKS6 ANOS1 ANXA3 ANXA7 APELA AQP3 AR ARAP2 ARAP3 ARF4 ARFGEF3 ARHGEF28 ARHGEF37 ARRB1 ASAH2 ASPH ATG2B ATP2A3 ATP2B1 ATP2C2 ATP8A1 ATXN1L B3GALT4 B3GALT5 B4GALT6 BAIAP2 BAMBI BBS4 BCAM BCAP29 BCAS1 BCL6 BET1L BEX2 BEX4 BLNK BMAL1 BTG3 BZW1 C2CD4D-AS1 C3orf70 C6orf120 C6orf62 CAB39 CADPS2 CALML5 CAMK2G CANT1 CARD14 CASP7 CAST CAV2 CBR1 CCDC149 CCNE1 CCNYL1 CCPG1 CD164 CD36 CD46 CD55 CDC14B CDC37L1 CDH11 CDH3 CDK6 CDS1 CEACAM6 CENPV CERK CFL2 CGN CHFR CHP1 CINP CLCN3 COBLL1 COL1A2 COL5A2 COLEC12 COPZ2 CPD CREB3L2 CRISP3 CRYBG3 CRYM CSNK1E CTNND1 CTSO CYB561 CYLD CYP2J2 CYSRT1 DAG1 DDR1 DEGS1 DENND2C DENND3 DENND4A DGLUCY DHRS3 DIAPH2 DIDO1 DIPK1A DLX1 DNAJA4 DNM3 DOCK11 DOCK5 DPY19L4 DRAIC DRAM1 DSCR8 DYNLL2 EBF1 EDN1 EHD3 EIF2B5 ELF5 ELL2 EMP1 ENAH ENC1 EOGT EPAS1 EPB41L2 EPB41L4A EPB41L4B EPN3 EPS8L1 ERBB2 ERBB4 ERVK13-1 EYA2 EZR FAM114A1 FAM13A FAM149A FAM171B FAM20C FAM210B FAM219B FAM234B FAS FBXO6 FCHSD2 FECH FERMT2 FFAR2 FGD6 FGF13 FHIP2A FIBCD1 FLVCR2 FOXA3 FSIP1 FUCA1 FUT9 FXYD3 FZD4 GAB1 GABARAPL1 GADD45G GALNT1 GALNT10 GALNT12 GALNT3 GAN GAREM1 GASK1B GATA2 GATA3-AS1 GFPT1 GLCCI1 GLRX GLTP GNA12 GOLT1B GPC1-AS1 GPR157 GPR160 GPR39 GRAMD4 GREB1L GRIN2D GSDMD GUCY1A2 H1-2 H2AC18 H2BC4 H3-3B HACD2 HDLBP HEXIM1 HID1 HMGCS2 HNRNPC HOTAIRM1 HOXA10 HOXA5 HOXB2 HOXC13 HPN HS6ST2 HSPA5 HTR7P1 ICA1 ID2 IDH1 IDH2 IDNK IER3 IFT57 IGFBP5 IGSF3 IL13RA1 IL1R1 INHBB INPP1 INPP4B INPP5A IQCE IQGAP2 IRF2BPL JAG1 JKAMP KANK1 KCNMA1 KCNN4 KDELR2 KDELR3 KIAA0513 KIAA1217 KLF12 KLF3 KLF4 KLHL7 KLHL8 KRT13 KRT7-AS KRT80 KRT81 L3MBTL3 LACTB LATS2 LGALSL LHFPL2 LIMA1 LIMCH1 LIMK2 LINC00869 LINC01588 LINC02984 LITAF LIX1L LMCD1 LNX1 LOX LOXL1 LRATD1 LRPAP1 LRRC1 LRRC8E LURAP1L LYPD3 MACC1 MACO1 MANSC1 MARK1 MATN3 MB MEF2A MFAP3L MFSD6 MGAT4A MIA3 MICB MID2 MIGA1 MIOS MIPEP MIR22HG MIR99AHG MMAA MPPED1 MPZL2 MPZL3 MTA3 MTERF4 MTMR12 MTSS1 MTURN MTUS1 MUC1 MUC2 MYCL MYLK MYO1B NANS NCEH1 NCOA1 NEBL NECTIN4 NET1 NFIA NFIX NIBAN1 NIPAL3 NLGN4X NPR2 NT5C2 NUAK1 NUCB2 NUDT4 NUFIP2 NUPR1 NVL OLFML2A OLFML2B ORMDL3 OSR2 OTUD7B OXCT1 P2RY2 PACSIN1 PARM1 PAX9 PBX1 PBX3 PCTP PDE4D PDE8A PDGFC PDGFRA PDXDC1 PDXK PDZD2 PI4K2B PIK3R3 PIP4K2C PITPNM1 PITX2 PKIA PLBD1 PLD1 PLEKHA7 PLEKHS1 PLPP5 PLPP6 PMP22 POGLUT3 PPFIBP2 PPM1L PRAME PRDM4 PREX1 PRICKLE2 PRMT9 PRODH PROM2 PRPS1 PRR15L PRRT3 PRTFDC1 PSAT1 PSEN1 PSMB8 PSTPIP2 PTGFRN PTK6 PTPN13 PTPN14 PTPRJ PWWP3B PYM1 QKI RAB11FIP5 RAB1A RAB20 RAB27B RAB2A RAD18 RAD23B RAI2 RAP1GAP2 RAPGEF2 RASD1 RASGEF1A RASL11B RASSF5 RBKS RBMS1 RCAN1 RDH10 RELCH REXO2 RFTN1 RGPD5 RHOF RICTOR RIN2 RIPOR1 RIPOR3 RND1 RND3 RNF10 RNF103 RNF144B RNF207 ROCK2 RORC RPRM RPS6KC1 RSAD2 RTP4 S100A14 S100P SAMD4A SAR1B SASH1 SAT1 SCARA3 SCCPDH SCHIP1 SCPEP1 SCYL3 SDC1 SEC16A SERHL SERHL2 SFMBT2 SGMS2 SGPL1 SH2D4A SH3BGRL SH3BP4 SHANK2 SHISA9 SIM2 SKIL SLC11A2 SLC12A2 SLC12A5 SLC20A1 SLC22A15 SLC25A16 SLC37A1 SLC41A2 SLC44A2 SLC4A11 SLC9A6 SMAP2 SMIM13 SMIM14 SMIM5 SMIM7 SMPD1 SNAP29 SNX13 SPAG1 SPATA13 SPINK4 SPRING1 SPTY2D1 SQOR SRARP STK38L STN1 STOM STX12 SWAP70 SYCP2 SYNJ1 SYT7 TACC1 TACC2 TACSTD2 TADA2B TAPT1 TBC1D15 TBC1D30 TBC1D8 TBC1D8B TCEA3 TCTA TENT4B TENT5A TGFB2 THBS4 THRB-IT1 TIMM23B TIMP2 TJP2 TLN2 TM9SF3 TMCO3 TMEM131L TMEM135 TMEM199 TMEM245 TMEM39A TMEM41B TMEM45B TMEM50A TMEM50B TMEM59 TMEM87B TMEM8B TMTC3 TNFSF10 TNS3 TOMM40L TP53INP2 TPMT TRAF4 TRAF5 TRAK1 TRAM2 TRAM2-AS1 TRGC1 TRIB3 TRIM62 TRIQK TSPAN1 TTC9 TWSG1 TXNDC5 TXNRD1 TYW5 UBE2N UGGT2 ULBP2 UNC13B UQCC1 USB1 USP53 USP54 UTRN VASN VPS13B VSIG10 WDR20 WDR26 WDR45B WDR90 WIPI1 WLS WNT3 XK XPNPEP1 YIPF1 YIPF5 YIPF6 ZFP36 ZHX1 ZNF295-AS1 ZNF550 ZNF697 ZNF70 ZNF704 ZNF827 ZNF829 MATHEW_FANCONI_ANEMIA_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATHEW_FANCONI_ANEMIA_GENES BRCA2 BRIP1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCL FANCM MATSUDA_NATURAL_KILLER_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATSUDA_NATURAL_KILLER_DIFFERENTIATION AARSD1 ABCB1 ABCB9 ABCE1 ACLY ACSF3 ACTB AHNAK AHR AIP AKAP9 AKR1C3 ALDOA ALS2 ANXA1 AP3S2 APCDD1 ARHGAP24 ARL6 ARMC6 ART2BP ASNS ASPN ATAD3A ATMIN ATP13A2 ATP5MC1 ATP6AP2 B3GNT5 B4GALNT1 BCL11B BHLHE40 BICD1 BNC1 BRD3 BUB1B BUD31 C17orf49 CA8 CACNA2D3 CACNB4 CADM1 CALML4 CAMK4 CARD10 CBARP CCDC117 CCL4 CCL5 CCR1 CCR5 CCR7 CCR9 CCT7 CD160 CD244 CD247 CD302 CD36 CD38 CD44 CD7 CDC23 CDCA5 CDH1 CDK4 CFHR3 CHAF1B CHCHD6 CHD4 CHST14 CHST7 CIITA CISD1 CLCA3P CLNK COL11A1 COL19A1 CORO1A COX5B CPD CPEB1 CRIM1 CSN1S2AP CSN3 CSRP1 CTNNBL1 CTSD CUBN CXADR CXCL10 CXCL3 CXCR3 CXCR6 CYB5B CYP24A1 DAGLB DAPK2 DDX3Y DDX49 DENND5A DHRS3 DHRS4 DNAH8 DOCK7 DPH5 DSG2 DSP DST DTL DTYMK EBF1 EBF2 EBNA1BP2 EDF1 EDIL3 EFEMP1 EIF5A ELOVL4 ENC1 ENDOD1 ENG ENPP2 ENPP3 EPB41L3 EPHA3 EPHA7 EPS8 EVI5 EXOSC10 F2R F2RL1 FASLG FBLIM1 FBXL3 FEN1 FGL2 FHIP1B FHL1 FKBP1A FKBP4 FKBP9 FLNA FMN2 FNBP4 FOS FRMD4B FSTL1 FZD6 GABRA1 GALK1 GALNT3 GALNT4 GAS1 GCA GEM GFM1 GGT5 GNB2 GPAT4 GPATCH4 GPI GPR34 GRAMD2B GRAP2 GRWD1 GTF2A1 GTF2IRD1 GZMB H1-4 HABP2 HEXA HEY1 HIP1 HNRNPAB HOMER2 HOPX HOXA13 HRH1 HSD11B1 HSP90AA1 HSPA1B ICA1 ID3 ID4 IFITM1 IFITM10 IFITM2 IFNG IFNGR1 IFT46 IGF1 IGFBP4 IGHA2 IGHG1 IGKC IL13 IL1B IL2RB IPO4 IRGM ITGB1 ITSN1 JCHAIN JUN KCNJ8 KCNN4 KCTD12 KIF11 KIF1B KIF22 KLF4 KLF6 KLKB1 KLRB1 KLRC1 KLRD1 KLRK1 LATS2 LDHB LGI1 LILRB4 LIMD2 LITAF LRRK1 LY75 LY86 LYST LYZ LZTFL1 MAGI1 MAN1A1 MAP2K7 MAP4K5 MAPK10 MARCKSL1 MATK MCM2 MCM3 MCM5 MCM7 MCOLN2 MDFIC MEF2C MEG8 MERTK MIR675 MISP MMAA MMP13 MPEG1 MPP4 MRPL12 MRPL19 MRPL38 MRPL54 MS4A6A MTCH1 MTHFD1 MYADM MYCN MYO1E MYO1F MYO5A NAPSA NAT8B NCAPD2 NCAPG NCL NDUFB10 NEDD9 NHP2 NISCH NKG7 NOP2 NR1D2 NRGN NTRK3 NUCB2 OAF OASL2P OPRM1 OR5B3 OTUD5 PAK1 PALS2 PDCD1 PDE7A PDK3 PDLIM4 PFDN6 PFKL PFN2 PGAP4 PHF21A PHGDH PINX1 PKM PKP2 PLA2G2D PLAGL1 PLAUR PLBD2 PLIN2 PLSCR1 PMEPA1 POLG POLR1D POLR1E POSTN PPARGC1A PPIH PPIL2 PPP2R5C PPP3CC PPP3R1 PPP4C PRF1 PRIM2 PRMT1 PRMT3 PROZ PRRX1 PRSS23 PRXL2A PRXL2B PSMC4 PSMD13 PTGS2 PTPN22 PTPRD PTPRF PTPRJ PVR RAD54L RANBP1 RBM6 RCBTB2 RDH16 RECK RELL1 RFLNB RGS1 RHOC RHOT2 RIBC2 RIPK3 RIPOR2 RNF19B RNF25 RPS14 RPS18 RPS6KA2 RRM2 RRP12 RUNX2 RUVBL1 SARS1 SAT1 SCAMP1 SCD SCUBE2 SDAD1 SEC61A2 SERPINA3 SERPINB1 SESN1 SFRP2 SGCB SGK1 SGMS1 SGO1 SH3BGRL2 SH3D19 SHMT2 SIAE SIM2 SKA1 SLAMF7 SLC13A3 SLC15A1 SLC16A2 SLC22A25 SLC25A13 SLC25A53 SLC28A2 SLC35F5 SLC40A1 SLC41A2 SLC5A4 SLC6A15 SLC6A3 SMO SMPD2 SMPD4 SNORD1A SOCS2 SOCS3 SORL1 SOX13 SOX4 SOX6 SP4 SPEG SPON1 SPON2 SPRR1A SSRP1 ST13 ST3GAL6 STAB2 STAM2 STAT4 STAT5B STMN1 STXBP4 SUV39H2 SV2A SYCE2 SYNCRIP SYT6 SYT7 SYTL2 TAB1 TACC2 TACC3 TARS1 TASP1 TBX21 TCF4 TCF7 TCF7L1 TENT5C TESC TEX21P TEX9 TF TFRC TGFA TIMELESS TIMM13 TIRAP TJP1 TK1 TKT TLE1 TLR3 TM6SF1 TMC1 TMEM242 TMEM30A TNNT1 TNPO2 TNPO3 TP63 TPI1 TSC22D3 TSPAN31 TTC39B TUBB2B TULP3 TWF1 TYMS UBE3A UFD1 UPF1 VCP VDR VEGFD WDFY1 WDR54 WIPF1 WWC2 WWTR1 XCL1 XIAP YES1 ZBTB16 ZBTB21 ZC3H12C ZC3H7A ZFP91 ZNF17 ZNF189 ZNF207 ZNF23 MATTHEWS_AP1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTHEWS_AP1_TARGETS BCL3 CA3 CAV1 CD44 FLNC HBEGF IL1RL1 LBH MGST1 MMP10 MVD PLAUR PTGS2 SPP1 SPRY1 STMN1 VIM MATTHEWS_SKIN_CARCINOGENESIS_VIA_JUN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTHEWS_SKIN_CARCINOGENESIS_VIA_JUN AHNAK ALOX5AP CAAP1 CALML3 CES2 CXCL3 ERO1A FPR2 GUCA2A IGHD IL36B LAMA3 MUSTN1 NCF2 PLAUR RARG SPP1 SPRR2A TRADD MATTIOLI_MGUS_VS_MULTIPLE_MYELOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTIOLI_MGUS_VS_MULTIPLE_MYELOMA CAD CCT4 CD163 CXCL8 DDX17 EZR GADD45B IGHV1-69 IGLV2-14 JPT2 LPCAT4 NUP62 ORC2 PRDX3 PREPL SEC23IP SHQ1 MATTIOLI_MGUS_VS_PCL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTIOLI_MGUS_VS_PCL ABCE1 ACTR3 AKAP1 AP3D1 ASF1A B2M CAD CCNL1 CCT3 CCT4 CD74 CDC73 CKS1B CORO1A CPNE3 CPQ CSNK2A1 CSTF2T CXCL8 DDX39B DEFA1 EEF1A1 ELANE ENO1 EPAS1 ESYT1 EXOSC2 EXOSC4 FADD G3BP1 GADD45B GUSBP11 HBA1 HECA HNRNPF IGHG1 IGHV1-69 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-7 IGHV3-72 IGHV4-34 IGHV4-61 IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1D-8 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV4-1 IGLC2 IGLV2-14 IGLV3-10 IGLV3-19 IGLV3-25 IGLV4-60 INTS7 ITPA JPT2 JUNB JUND KIF21B LAPTM4B LBR LILRB1 LPCAT4 LST1 MAP4K1 MCM2 MCM4 MCM5 MCM6 MRPL58 MSH6 NASP NSD2 NUP210 NUP62 NUSAP1 PAICS PARP1 PCNA PELI1 PFN1 PLPP3 PPBP PPP1R15A PRDX3 PRTN3 PSMA3 PSMC4 PSMD4 RAN RBM10 RGCC RMDN1 RNASE3 RPLP1 RPS6 RRP9 RUVBL1 S100A8 SAC3D1 SAP30 SEPHS1 SHQ1 SLAMF1 SMARCA4 SMC1A SNRPD3 SNRPF SRSF1 SSR4 STAP1 TBCB TBRG4 TPT1 TUBA1A TUBA1B TUBB UBA1 WDR18 XPO1 MATTIOLI_MULTIPLE_MYELOMA_SUBGROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTIOLI_MULTIPLE_MYELOMA_SUBGROUPS CAD DYNLL1 FGF13 GABARAPL1 GAGE1 HSD17B4 JPT2 KLF9 MAGEA12 MAGEA3 NR1D1 RRM2 RUVBL1 SMARCA4 SSX1 SSX2 TTC3 MATTIOLI_MULTIPLE_MYELOMA_WITH_14Q32_TRANSLOCATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATTIOLI_MULTIPLE_MYELOMA_WITH_14Q32_TRANSLOCATIONS ABLIM1 ATP13A2 BEX3 BORCS8-MEF2B CCND1 CCND2 CD99 CX3CR1 CXCL12 CYBB DPYSL2 FAM174B FGFR3 GALNT10 GNAQ GUCY1A1 GYPC IL6R ITGB7 KCNMB2 KLF4 MAF MAFB MAL NSD2 NTRK2 NUAK1 P3H2 PKP2 PXDN PYGB SORT1 SRC TBC1D9 TLR4 VPREB3 YBX3 MATZUK_CENTRAL_FOR_FEMALE_FERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_CENTRAL_FOR_FEMALE_FERTILITY ACVR2A AFP AIRE CDK4 CDKN1C CGA CPE CRTC1 DDR2 EGR1 FSHB GGT1 GHR GNRH1 GNRHR INSL3 KISS1 KISS1R LEP LEPR LHB NPR2 OTX1 POU1F1 PROP1 STAT3 TGFB1 TKT TSHB MATZUK_CUMULUS_EXPANSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_CUMULUS_EXPANSION AMBP AREG BMP15 BMPR1B EREG GDF9 PTGER2 PTX3 TNFAIP6 MATZUK_EARLY_ANTRAL_FOLLICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_EARLY_ANTRAL_FOLLICLE AHR CCND2 DDR2 FSHR IGF1 NOS1 NR2C2 PCYT1B SH2B1 SRC TAF4B THBS1 UBE3A MATZUK_EMBRYONIC_GERM_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_EMBRYONIC_GERM_CELL BCL2 BCL2L2 BMP4 BMP8B DAZL FST GCG GJA1 KIT NANOS3 PRDM1 SMAD1 SMAD5 STRA8 TCF21 TIAL1 WNT4 WT1 ZFX MATZUK_FERTILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_FERTILIZATION BSG CD81 CD9 PIGA PLCB1 ZP1 ZP2 ZP3 MATZUK_IMPLANTATION_AND_UTERINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_IMPLANTATION_AND_UTERINE ACSL4 CBS CENPB CSF1 DLGAP5 FKBP4 HMX3 HNF1A HOXA10 HOXA11 IL11RA LHX1 LIFR LPAR3 NCOA1 NDP OVOL1 PAX8 PGR PTGS2 TERT WNT7A MATZUK_LUTEAL_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_LUTEAL_GENES CDK4 CDKN1B CEBPB EGR1 NPEPPS PRL PRLR PTGFR MATZUK_MALE_REPRODUCTION_SERTOLI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_MALE_REPRODUCTION_SERTOLI ACVR2A AR B4GALNT1 BCL2L2 CDKN2C CLDN11 CYP17A1 CYP19A1 DHH DMRT1 DNAJA1 GDI1 GDNF GJA1 HMGA1 HMGB2 INHA KITLG LHCGR MAN2A2 MAP7 NR0B1 RBP4 SBF1 SERPINA5 SF1 SLC12A2 SOX8 MATZUK_MATERNAL_EFFECT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_MATERNAL_EFFECT CSF2 DNMT3L DPPA3 HSF1 NLRP5 NPM2 UBE2A ZAR1 ZFP36L2 MATZUK_MEIOTIC_AND_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_MEIOTIC_AND_DNA_REPAIR ATM BRWD1 CDC25B CDK2 CKS2 CPEB1 DMC1 ERCC1 ERCC2 FANCA FANCC FANCG FANCL FMN2 GJA4 GPR3 HSF2 IKBKG MEI1 MLH1 MLH3 MOS MSH4 MSH5 NBN NOS3 PMS2 PPP3R1 REC8 SGO2 SMC1B SPO11 SYCP1 SYCP2 SYCP3 TOP3B TRIP13 UBB UBR2 MATZUK_OVULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_OVULATION CEBPB IL6ST LFNG LHCGR NOS3 NR2C2 NRIP1 PDE3A PDE4D PGR PTGS2 SCARB1 SIRT1 SULT1E1 YBX2 MATZUK_POSTIMPLANTATION_AND_POSTPARTUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_POSTIMPLANTATION_AND_POSTPARTUM ABCA1 B4GALT1 BSX CSF1 DAZAP1 FOXB1 FZD4 GDI1 HSF1 INHBB NR2C2 OXT OXTR SRD5A1 MATZUK_PREOVULATORY_FOLLICLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_PREOVULATORY_FOLLICLE ADAMTS1 ESR1 ESR2 IMMP2L INHA IRS2 SH2B1 SOD1 SOX3 TNFRSF1A MATZUK_SPERMATID_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_SPERMATID_DIFFERENTIATION ADAMTS2 BCL2L2 CADM1 CAMK4 CELF1 CIB1 CREM DDX25 FNDC3A H1-7 HIP1 IP6K1 KRT9 LMTK2 MAP7 PACRG PAFAH1B1 PANK2 PARP2 PIWIL1 PPP1CC PRM1 PRM2 PRND PYGO2 RNF17 SIX5 SLC12A2 SLC4A2 SPMAP2 STYX TBPL1 TDRD1 TNP1 TNP2 UBE2B YBX2 MATZUK_SPERMATOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_SPERMATOCYTE ATM BAG6 BCL2 BCL2L1 BCL2L2 BCL6 BMP8A BRCA2 BSG BTRC BUB1B CCNA1 CDK2 CKS2 CNOT7 CPEB1 CSTF2T DAZAP1 DMC1 DMRT1 EGR4 ERCC1 EXO1 FANCA FKBP6 FUS GAL3ST1 GNPAT H2AX H3-3A HSF1 HSF2 HSPA2 IP6K1 LIMK2 LMNA MEI1 MLH1 MLH3 MORC1 MSH4 MSH5 MYBL1 OVOL1 PAFAH1B2 PIWIL2 PIWIL4 PMS2 PSMC3IP RAD51C RARA RARB REC8 SGO2 SIAH1 SLC25A4 SMC1B SOHLH1 SPO11 STX2 SYCP1 SYCP2 SYCP3 TERT TEX11 TEX14 TEX15 TRIP13 UBB UBE2B UBR2 YBX3 MATZUK_SPERMATOGONIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_SPERMATOGONIA ADAMTS2 APAF1 BAX BMP8B CDKN2D CSF1 CYP19A1 DAZL DDX4 DNMT3L ETV5 GDNF GJA1 KIT LIMK2 NANOS2 P2RX1 PIN1 RBP4 SLC19A2 SOHLH2 STRA8 SYCP2 UTP14C ZBTB16 MATZUK_SPERMATOZOA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_SPERMATOZOA ACE ACR ADAD1 ADAM2 ADAM3A ADAMTS2 ADCY10 ADCY3 AFF4 AGFG1 AGTPBP1 AHR AKAP4 APOB ARL4A ATP2B4 B4GALT1 BBS1 BBS2 BBS4 BRDT BUB1 CADM1 CAMK4 CD59 CD81 CENPB CFAP221 CGA CIB1 CLGN CNOT7 CPLX1 CREM CSNK2A2 CSTF2T DNAH1 EGR4 FHL5 FNDC3A GAMT GAPDHS GBA2 GDI1 GMCL1 GOPC HOOK1 HSPA4L INPP5B JAM3 JUND KLHL10 LDHC LRP8 MFGE8 MMEL1 MTHFR NECTIN2 NIPA1 NPHP1 NSUN7 PACRG PCSK4 PEBP1 PGAP1 PGS1 PIWIL1 PLA2G4C PLCB1 PLCD4 PLTP POLD4 POLG PRKACA PRKAR1A PRM1 PRM2 PRND RASIP1 RBMXL2 ROS1 RXFP1 RXRB SELENOP SEPTIN4 SH2B1 SIRT1 SLC12A2 SLC9C1 SMCP SMPD1 SPAG16 SPAG6 SPAG9 SPAM1 SPEM1 SPMAP2 STRBP TAF7L TALDO1 TCF21 TEKT2 TEKT3 TEKT4 TGFB1 TNP1 TNP2 TSN TSSK6 VDAC3 VIPR2 WIPF3 ZPBP ZPBP2 MATZUK_STEROIDOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MATZUK_STEROIDOGENESIS BMAL1 CYP11A1 CYP19A1 DHCR24 NR5A2 STAR VDR MAYBURD_RESPONSE_TO_L663536_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAYBURD_RESPONSE_TO_L663536_DN ACTB ADPGK ALDOB AMD1 BUB3 C4orf3 CCNC CCNG2 CCZ1 CDK1 CNOT9 CPE CSTF3 CYCS DDOST DDX11 DLX5 EZR GNPDA2 HMGB1 HMMR HSDL2 IFNAR1 KPNA1 LAPTM4B LINC03104 MED21 MRPL42 MSH2 NDC1 NOLC1 OSGEPL1 PCID2 PEG10 PLSCR1 PPA2 PROX1 PSME3 RPL15 S1PR5 SELENOT SLC30A5 SLC39A6 SNX10 SNX5 SRRM1 SRSF7 STK17A STMP1 TMEM50B TMTC4 TUBGCP5 USP15 YWHAQ ZNF207 ZNF585A MAYBURD_RESPONSE_TO_L663536_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MAYBURD_RESPONSE_TO_L663536_UP ARHGAP26 ASXL2 BROX EIF2AK3 GARS1 HDLBP HNRNPUL1 IKZF1 IL1RAP LINC00471 LINC00472 LINC02861 MED12 PLEKHG5 RAB17-DT RFNG SEMA6B SF3A2 SGCZ SLC1A4 SLC38A2 SLC7A11 SMARCA4 SNX6 TAFA2 TRIM8 USP11 WDR19 YARS1 ZFP41 ZNF346 MA_MYELOID_DIFFERENTIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MA_MYELOID_DIFFERENTIATION_DN APBA2 CD14 CD63 CES1 CITED2 CRAT CTLA4 EIF2AK2 FOS FOSL2 FOXD3 GNA13 GZMA HBEGF HNF1A HNF4A HOXB4 HOXD12 HSPA2 KIF1B KLF1 MID1 NFATC3 NOTCH1 PDE1B PLA2G7 PPM1G PSMC4 PTPN22 RBPJ SERPINB2 SH3BP1 SMAD4 STAT4 TLX2 VAV2 VCAM1 XBP1 YBX1 YES1 ZBTB17 ZFAND5 MA_MYELOID_DIFFERENTIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MA_MYELOID_DIFFERENTIATION_UP ADA APBA1 BNIP3L C1QA CALR CCL19 CCT5 CDKN1A CREG1 DAD1 EEF1A1 ELAVL3 EMP3 FGFR4 GNAS GZMB IMPDH2 ITGB7 JCHAIN KLF13 KLF9 MDM2 MT1A MTF2 MYO1C NCL PPIA PPM1G PRG2 PTPN11 RAN RB1 RGL2 SH2D3C SMAD5 TIAL1 UBB VASP MA_RAT_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MA_RAT_AGING_DN ACTA2 ACTG2 ALB APOC1 APOC3 ATF3 ATP5ME BGN BST2 BTG1 C1QB CAV1 CAVIN3 CCDC80 CCL21 CCL24 CCN3 CD83 CEBPB CHD2 CITED2 CNN1 COL15A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL6A2 CPZ CRIP1 CSF1R CSRP1 CST3 CTSV DAPL1 DCN DES DMPK DNAJA1 DNAJB1 DPT DSTN DUSP1 DYNLL1 EGF EGR1 EIF4A1 ELN F13A1 FABP1 FABP4 FAM111A FAM25A FBN1 FCGRT FCN3 FHL1 FLNA FN1 FOS FRZB FSTL1 GADD45G GAS6 GSN HBA1 HBB HES1 HEXA HLA-DQA1 HLA-DQB1 HLA-DRA HSP90AA1 HSPA1A HSPA8 HSPB1 HSPH1 HTRA1 ID3 ID4 IFI27 IGFBP3 IGFBP6 IGFBP7 ITGB5 ITM2A JUN JUND KLF4 KRT1 KRT10 KRT14 KRTDAP LAMP1 LGALS1 LGALS7 LOX LTC4S LUM LY6D LYVE1 MAP1LC3A MFAP2 MFAP5 MGST3 MRC1 MT-ATP6 MT-ND1 MTCH1 MYH11 MYL9 NDUFA4L2 OAF OGN PAM PCOLCE PFN1 PLAC9 PLTP POSTN PPIC PPP1R14A PRDX1 PRSS23 PTMS PTOV1 RBP7 RND3 RPGR RPL37 RPL38 RPL39 RPS17 RPS21 RPS28 RPS29 RTN4 SAT1 SELENOW SERF2 SERPINF1 SERPINH1 SLC12A1 SOSTDC1 SPARC SPTSSA TAGLN TGFBI TIMP2 TMEM176B TPM1 TPM2 TPPP3 TUBA1A UMOD UQCR10 WFDC1 YBX1 YWHAH ZFP36 MA_RAT_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MA_RAT_AGING_UP ANKRD1 ANXA1 B2M C15orf48 C1S CA3 CAPG CCL23 CCL3 CHI3L1 CLEC7A CTSH CXCL1 CXCL2 CXCR4 DCLK1 DEFA5 DMD EDA2R EEF1A1 EEF2 ENC1 ERRFI1 FCER1G FGL2 FTH1 G0S2 GADD45A GAPDH GDA GPNMB GZMK H2BC5 H3-3A HK2 HLA-DRB1 HLA-F HLA-G HPR IER3 IFI27L2 IFIT3 IFITM1 IL1B IL6 KCNQ5 LGALS3 LRG1 LTBP1 LYZ MCEMP1 MGST1 MT-ND4L MT1A MT2A MYBPH MYOG NAPSA NFKBIA NQO1 OAS1 OASL ODC1 PGLYRP1 PLAC8 PPP1R27 PPT1 PRDX5 PROCR RACK1 RGCC RGS2 RPL12 RPL17 RPL30 RPL5 RPL7 RPL8 RPLP0 RPLP1 RPS12 RPS20 RPS24 RPS3A RPS6 RUNX1 S100A4 S100A8 S100A9 SDC4 SERPINA3 SERPINB1 SERPINE1 SLPI SOD2 SRGN TF TIMP1 TMEM176A TMSB4X TSPO TXNIP TYROBP UBD UCP2 UPP1 XDH MCBRYAN_PUBERTAL_BREAST_3_4WK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_3_4WK_DN ALAS1 ANXA8L1 BCL6 CAP1 CDKN1A COQ8A COX7A1 CTH FABP3 HP ICE1 IDH1 IFI16 IGFBP3 IGHM JPT1 LCK LILRB3 MBP MMD2 NDUFV2 NFIA NFKB2 NNAT NRIP1 PAM PHGDH PLP1 PRKAG2 REEP6 RGS2 RIPOR2 RPL14 RPL36A RPS10 TCF7 TIMP4 TRAC TRBC2 TXNDC16 WFDC21P ZBTB16 MCBRYAN_PUBERTAL_BREAST_3_4WK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_3_4WK_UP ABCC3 ACACA ACLY ACSF2 ADGRD1 ADISSP ADM ALDOC ANKH ANO1 APOC2 AQP5 ATP1A3 ATP6V0A1 ATP6V1B1 ATP8A1 BASP1 BEX3 BLTP3A BMP1 BTN1A1 C1orf210 C2CD2L CABLES1 CARHSP1 CCN1 CD248 CD55 CDCP1 CDH1 CDH5 CDK1 CDKN2B CEACAM1 CEMIP2 CHI3L1 CITED1 CLCA3P CLDN10 CLDN3 CLU CNN1 COL16A1 COL8A1 COL9A1 COMT COPS2 CSN1S1 CSN3 CSPG4 CUX1 CXCL14 CYB5R3 CYP2D6 DBP DLAT DNAJC12 DNM1 DSP EDNRA EFEMP1 EGR2 EHF ELF5 ELOVL6 EPCAM EPDR1 ESRP1 ETS2 FADS2 FAM241B FBXO32 FGF13 FGG FN1 FOXA1 FSCN1 FXYD3 FZD1 GAB1 GABARAPL1 GABRP GADD45A GALC GAS1 GATA3 GJA1 GM2A GMPR GRHL1 GSN GYS2 HACD4 HAL HAS2 HDAC11 HK1 HLA-DRB5 HSD11B1 HSPA1B HSPB8 ID4 IGFBP2 IGHA2 INHBB IRF6 IRX2 IRX3 ITFG1 JCHAIN KCNB1 KIT KRT14 KRT18 KRT19 KRT7 KRT8 LALBA LCN2 LGALS3 LIMA1 LIPG LRATD1 LRP5 LRRK1 LTF LY6D MAFB MAPK8IP1 MFGE8 MKRN1 MLPH MMP14 MRC2 MTARC1 MTCH2 MUC15 MYB MYC MYH11 NFE2L3 NHSL3 OGT P2RX5 PADI2 PDK1 PEAR1 PERP PGAP2 PHLDA1 PI16 PLET1 PLK2 PRKACB PRKCE PROM2 PRPF19 PTN PTPN14 PTPN5 RAB27B RAD51AP1 RASSF2 RASSF3 RNASE2 RNASE3 RNF149 RUNX1 SC5D SCD SDC1 SERPINA1 SFRP1 SGTB SHROOM3 SIAH2 SLC12A2 SLC15A2 SLC25A24 SLC25A35 SLC2A5 SLC38A10 SLC39A8 SNORC SOCS6 SOX13 SOX9 SPP1 SPRR1A SRPX2 ST14 STC2 TACSTD2 TEAD2 TFAP2C TFCP2L1 TGFB3 TGIF1 TIE1 TJP2 TLCD4 TMEM109 TMEM268 TMEM45B TMEM51 TMEM79 TMPRSS2 TNC TNFRSF12A TRPS1 TSPAN8 UNC119 WFDC2 WWC1 MCBRYAN_PUBERTAL_BREAST_4_5WK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_4_5WK_DN AATK ACAA2 ACACA ACAD9 ACADVL ACAT1 ACLY ACO2 ACSF2 ACSL1 ACVR1C ADISSP ADRB3 AHCYL1 AKT1 AKT2 ALDH1L1 ANXA8L1 APLP2 APOC2 ART3 ATP5F1D ATP6V0A1 ATPAF2 BCAT2 BCHE BLCAP BLTP3A BMP1 BPNT1 CA13 CARHSP1 CAVIN1 CCN1 CCNK CD8A CDH5 CHRDL1 CIDEA CISD1 COQ5 COQ8A COX7A1 COX8BP CP CPT1B CSNK2A1 CSPG4 CUX1 CYTH1 DBT DDX6 DLAT DMAC2 DMPK DNM2 ECH1 ECI1 EDNRA EHD1 EHD2 EHHADH EIF4G1 EPAS1 EPB41L2 ERAL1 ETFDH ETS1 EXTL3 FABP3 FABP4 FABP5 FHL1 FMC1 FSCN1 GALNT2 GID4 GK GM2A GOLPH3 GPAM GPD1 GRB10 GYS1 H3C14 HCCS HIPK2 HLA-DQA1 HSPG2 IDH3B IGFALS IGFBP4 IMMT JAG1 KCNB1 KCNK2 KCNK3 KDM5C KIF1C KLF15 KLHL2 LAMA4 LASP1 LETMD1 LGALS12 LIPA LPL LRP5 LTC4S MALAT1 MAPK8IP1 MBTPS1 MCRIP2 MLX MLXIPL MPZ MTARC1 MTCH2 MYO1C NDN NEAT1 NFIC NID1 NID2 NIPSNAP3A NNAT NORAD NOTCH4 NR1D1 NRK OGT P2RX5 PAQR4 PCMTD1 PDCD6IP PDK1 PDK4 PER3 PEX6 PFKFB3 PLIN5 PPA1 PPARGC1B PPP1R3C PPP1R8 PPP6R3 PRELP PRKACB PRKCE PRXL2B PTGES2 PTPN14 PYCR1 QKI RAB5B RASSF3 RBBP4 RCC1L REEP6 RETNLB RNASE2 RPS6KA3 SCD SEH1L SFXN1 SH2B2 SH2B3 SLC16A2 SLC25A10 SLC25A35 SLC2A4 SLC7A10 SOD2 SOD3 SORBS1 ST6GALNAC5 STEAP3 STOM SUCLG1 TBL1XR1 TFRC TIE1 TMEM109 TMEM14C TMEM45B TNS1 TPP2 TPSAB1 TRAC TSPAN17 UBE3A UBE4A UCP1 VEGFA WEE1 WFDC21P YKT6 YWHAG ZBTB16 ZFAND5 ZFP91 ZNF106 MCBRYAN_PUBERTAL_BREAST_4_5WK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_4_5WK_UP ABCC3 ACOT1 ACOT2 ACTA2 ACTG2 ADAMTS5 ALDH1A1 ALDOC ANO1 APOD AQP5 AREG ARG2 ARHGAP21 ARHGEF3 ATP1A1 ATP1A3 ATP2C1 ATP5IF1 ATP6V1B1 BCL6 BECN1 BEX2 BEX3 BOC BSPRY BTN1A1 C1orf210 CALD1 CAP1 CAPG CCK CD14 CD24 CD9 CDCP1 CDH1 CDH11 CEACAM1 CEMIP2 CHI3L1 CITED1 CLCA3P CLDN10 CLDN3 CLDN4 CLDN7 CLDN8 CNN1 CNN3 CNTN1 COL16A1 COL7A1 COL9A1 COTL1 CPT1A CRACR2B CSN1S1 CSN1S2AP CSN2 CSN3 CTSE CXCL14 CYB561 CYSTM1 DDR1 DKK3 DPYSL3 DSP DUSP16 DUSP6 EGR2 EHF ELAPOR1 ELF5 EMB ENAH EPB41L4B EPCAM ERBB3 ERRFI1 ESRP1 ESRP2 EZR F2R F3 FAAP20 FBLN7 FBXO32 FEN1 FGFR2 FHDC1 FIGN FIP1L1 FN1 FOLR1 FOS FOXA1 FXYD2 FXYD3 FZD6 GALNT3 GAS1 GAS6 GATA3 GDPD1 GIPC2 GRHL2 GZMA HDAC11 HEBP2 HEY1 HLA-DRB5 HSPA1B HTRA1 ICE1 ID2 ID4 IGFBP2 IGFBP6 IKBIP IL33 IMPDH2 INHBB INMT IRAK1 IRF6 IRX1 IRX2 IRX3 IRX5 ISYNA1 JPT1 JUN KCNK1 KIF22 KLF5 KRT14 KRT18 KRT19 KRT7 KRT8 LAD1 LALBA LCN2 LTF LY6D MAFB MANSC1 MARCKSL1 MARK1 MBOAT1 MDK MFGE8 MKRN1 MMD2 MUC15 MYB NFIL3 NFKB2 NHSL1 NPR3 NXN OCLN PADI2 PALLD PATJ PAWR PDLIM2 PDLIM4 PDZK1IP1 PERP PFN2 PIAS3 PLA2G7 PLAC8 PLAT PLEKHB1 PLET1 PLK2 PLPP2 POF1B PREB PRLR PROM1 PROM2 PTN PTPRK PTX3 RAB17 RAB25 RAB7B RBP1 RETREG1 RIPK4 RIPOR2 RND3 RNF128 RPL22 RPL36A RPL37A RPS10 RUNX1 SAT1 SCIN SDC1 SDC4 SERPINB11 SERPINB5 SESN3 SFRP1 SFXN3 SHROOM3 SLC2A1 SLC39A6 SLC44A2 SLCO2A1 SLPI SNORD21 SOX4 SOX9 SPINT1 SPNS2 SPON1 SPON2 SPP1 ST14 STAMBPL1 STARD10 STC2 SYNPO TACSTD2 TASOR2 TEAD2 TFAP2C TGFB3 TGIF1 TGM2 THBS1 THBS2 TIMP1 TLCD4 TLE3 TMED3 TMEM158 TMEM30B TMEM40 TMPRSS2 TNC TNFAIP2 TNFAIP6 TNFRSF12A TP63 TPBG TRMT1 TRPS1 TSPAN8 TTPA TUBA4A TXNDC16 UPK3A VASN VCAN VWF WDR43 WFDC2 WNT2 WWC1 ZBTB8A ZNF704 MCBRYAN_PUBERTAL_BREAST_5_6WK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_5_6WK_DN ACACA ACLY ADISSP AIRN AKAP9 AKT2 ARHGEF2 ATP1A3 ATP8A1 ATXN7L3B BLTP2 BRD4 CALD1 CALR CAVIN1 CCND2 CHD4 CLEC3B CNOT3 COX8BP CPD CRIM1 CSNK2A1 CSPG4 CUX1 CYGB CYTH1 DAPK1 DBP DDX6 DENND2B DHX36 DNMT3A DPYSL3 EBF3 EGLN1 EHD2 EIF3C EIF4EBP2 EIF4G1 FGG FIGN FSCN1 FTO FUBP1 FUS FZD4 GBP7 GPD1 GYS2 HDLBP HEMK1 HSD17B11 IL6R IL6ST IP6K1 ITSN2 KCNB1 KDM5A KEAP1 LALBA LASP1 LPGAT1 MALAT1 MAP4K2 MAPK14 MAPK8 MBTPS1 MEF2C NDST1 NEAT1 NFATC3 NFIB NFIC NFIX NORAD NRIP1 OGFR OGT PANK1 PANK3 PCYT1A PDAP1 PPP2R5B PPP6R3 PRPF19 PRRX1 PTEN PURB QKI QPCTL RAB5C RBBP4 RBM5 RESF1 RGS5 RPL37A RUNX1 SDC4 SEC61A1 SECISBP2L SFPQ SIRPA SLC25A10 SLC2A4 SLC2A5 SLC38A10 SMARCA4 SMC6 SNTB2 SOX9 SPPL2A SREK1 SRPK2 STAT5B TAOK1 TBL1X THRAP3 TMEM79 TNS1 TPR TYR UBD VAPB WASL WNK1 XIST YKT6 YWHAG ZBTB20 ZBTB7B ZEB2 ZFHX3 MCBRYAN_PUBERTAL_BREAST_5_6WK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_5_6WK_UP ACOT1 ACOT2 ACSF2 ANPEP ARG2 ART3 ATP1B1 AVL9 BCHE BLCAP BLTP3A CCNK CD8A CEACAM1 CFAP298 CIRBP CISD1 CLDN7 CLDN8 CLU CSN1S1 CSN1S2AP CSN2 CYP4V2 DMAC2 DNAJC12 DSG2 EDNRA EHHADH ELF1 ENPP3 ERAL1 ERBB3 EZR FBLIM1 FHL1 FXYD3 GALNT7 GOLPH3 GRHL1 HAS2 HLA-DQA1 HSPA1B IDH1 KCNK1 KITLG KLF5 KLHL2 KRT5 KTN1 LGALS12 LIPA LSM14B MBOAT1 MIS12 MLPH MMD2 MMP3 MTARC1 MUC15 MYB NDRG1 NET1 NFE2L3 NIPAL2 NIPSNAP3A NUP54 OCLN PAM PAWR PCOLCE2 PDGFC PDK4 PENK PFKFB3 PKP2 PPP1R3C PPP1R8 PRKAG2 PROM2 PRSS23 PSIP1 RAD1 RCC1L RETNLB RND3 RNF149 RNF2 S100A8 SCARA5 SEH1L SERPINA3 SFTPB SFTPD SFXN1 SIAH2 SLC15A2 SLC25A24 SLC44A2 SNRNP27 SOCS2 SOCS6 SOX13 SPIN1 SPP1 ST6GALNAC5 STXBP6 TCF7 TFAP2C TJP2 TJP3 TLCD4 TMEM109 TMEM14C TMEM45B TNFRSF21 TPM2 TPP2 TSPAN17 UBE3A UNC50 WEE1 ZBTB16 MCBRYAN_PUBERTAL_BREAST_6_7WK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_6_7WK_DN ACSM3 ACTA2 ACTG2 ALAS2 APOD AREG ATP5MK BCL6 BLTP3A BPGM CA4 CAP1 CCNB1 CCNL2 CDC20 CDCA3 CDK1 CISD1 CNN1 DSP DUSP6 EGR2 EHF EPS8 F2R F3 FAAP20 FBLIM1 HCAR2 HMGB2 IFIT3 IFT57 IGFBP2 IL33 IRAK1 KIF22 LSM14B LY6D MAL MBP MIR675 MKI67 MPZ MT2A MYH11 NR1D1 PALLD PAM PDLIM4 PER3 PLA2G7 PLOD2 PTTG1 RNF149 RPS10 S100A8 SDC1 SERPINA3 SERPINB11 SFRP1 SFXN1 SLC1A3 SLC4A4 SLPI SNRNP27 ST6GALNAC5 TAGLN TGIF1 TIMP1 TNC TNFRSF12A TOB2 UBE2C UGT8 UNC50 UPK3A UTRN VCAN WFDC21P MCBRYAN_PUBERTAL_BREAST_6_7WK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_BREAST_6_7WK_UP ABCC3 ACACA ACLY ADISSP AKAP9 AKT1 AKT2 ANKH APLP2 ARHGEF2 ATP1A3 ATP6V0A1 ATP8A1 BLTP2 BPNT1 BRD4 BRD8 BTN1A1 CA8 CALR CANT1 CAVIN1 CCND2 CHD4 CHI3L1 CLCA3P CLEC3B CNOT3 COMT CORO1A CP CPD CRIM1 CSN1S2AP CSN2 CSNK2A1 CUX1 CYGB CYTH1 DAPK1 DDX6 DENND2B DHX36 DNM2 DPYSL3 EBF3 ECM1 EGLN1 EHD1 EHD2 EHD3 EIF3C EIF4EBP2 EIF4G1 EPAS1 EPB41L2 ETS1 EXTL3 FADS2 FGG FSCN1 FTO FZD4 GALNT2 GBP7 GID4 GM2A GPAM GPD1 GRB10 GUSB GYS1 GYS2 H3C14 HDLBP HIPK2 HSD17B11 IGFALS IGFBP4 IGFBP5 IGHA2 IGHM IGKC IL6R IL6ST IP6K1 ITSN2 JAG1 JCHAIN KCNB1 KCNK3 KDM5A KDM5C KEAP1 KIF1C LALBA LAMA4 LASP1 LCK LIPA LIPG LPGAT1 LRATD1 LRP5 MALAT1 MAP4K2 MAPK14 MAPK8 MAPK8IP1 MBTPS1 MEF2C MLXIPL MS4A1 MYO1C NDST1 NFATC3 NFIB NFIC NFIL3 NFIX NORAD NR2C2 NRIP1 OGFR OGT PANK3 PCMTD1 PCYT1A PDAP1 PDCD6IP PHGDH PI16 PIK3R1 PPP2R5B PPP6R3 PRELP PRKACB PRPF19 PRRX1 PTEN PTK2B QKI QPCTL RAB5B RAB5C RASSF3 RBBP4 RESF1 RUNX1 SCD SEC61A1 SECISBP2L SFPQ SFTPD SH2B3 SIRPA SLC25A10 SLC2A4 SLC2A5 SLC38A10 SMARCA4 SMC6 SNCG SNTB2 SOD2 SOD3 SORBS1 SOX9 SPPL2A STAT5B STEAP3 STOM SYNCRIP TAOK1 TBL1X TCF7 TGFBR1 TIMP2 TMEM143 TMEM45B TMEM79 TNS1 TPR TPSAB1 TRAC TRBC2 TYR UBE4A UBTF VAPB WASL WNK1 XIST YKT6 YWHAG ZBTB20 ZBTB7B ZEB2 ZFP91 MCBRYAN_PUBERTAL_TGFB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_TGFB1_TARGETS_DN ABCC3 ADM ALDH1A1 APOC2 APOD AREG ARHGEF3 BCL3 BCL6 CD9 CDH1 CDH5 CHI3L1 CLDN4 CSN3 DAPK1 EDNRA ERBB3 GATA3 GCLC GZMA HSPA1B ID2 ID4 IDH1 IFIT3 JCHAIN KITLG KLF5 LCN2 LRP5 MBTPS1 MT2A NFKB2 NHERF1 NID1 NID2 PDK4 PFN2 PHLDA1 PLPP2 PPP1R3C PTGIS PTN PTTG1 PTX3 RAB27B RBBP4 RBM5 RGS2 SFRP1 SFTPB SFTPD SLC12A2 SLPI SOD2 SPINT2 TCF7 TNFAIP2 TYR VAPB VWF MCBRYAN_PUBERTAL_TGFB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_PUBERTAL_TGFB1_TARGETS_UP ACAA2 ACADVL ACAT1 ACTA2 ACTG2 ADAM10 AK2 AKT1 APLP2 ARL4A ATP1A1 BASP1 BHLHE40 BMP1 BPGM CA8 CALD1 CAP1 CAPG CCN1 CCNK CD14 CDC42EP5 CDH11 CDKN1A CDKN2B CEACAM1 CEMIP2 CHD4 CITED1 CLIC1 CLU CNN1 CNN3 COL16A1 COL7A1 COL8A1 COMT COPS2 COTL1 CP CPD CRIM1 CRK CSNK2A1 CYB561 CYB5R3 CYC1 CYTH1 DKK3 DLAT DNM2 DPYSL3 DUSP16 ECM1 EGLN1 EGR2 EHD1 EPAS1 EPB41L2 ETS1 ETS2 EXTL3 F2R F3 FABP3 FABP5 FHL1 FMR1 FN1 FOXA1 FOXP1 FZD4 FZD6 G0S2 GALC GALNT2 GALNT3 GFRA1 GJA1 GRB10 GSN GUSB HAS2 HDLBP HES1 HK1 HSPG2 HTRA1 IER3 IER5 IL13RA1 ITGAV JAG1 JPT1 KDR KRT18 LASP1 LIPG LPL LTF MAL MAPK14 MAPK8 MARCKSL1 MEF2C MFGE8 MMP14 MMP2 NET1 NFIB NFIC NOTCH4 NRIP1 OGFR PCOLCE PDGFC PIAS3 PICALM PLAT PLOD2 PRKACB PTK2B PTPN14 PTPRK QKI RAB17 RAB5C RAD23A RPL27A RPS6KA3 RUNX1 S100A6 SERPINB5 SFPQ SIAH2 SIRPA SLC2A1 SMARCA1 SNTB2 SOCS2 SOX9 SPIN1 SRSF2 ST14 STAT5B TAGLN TGFBR1 TGIF1 TGM2 TIMP2 TJP2 TLE3 TNC TNFAIP6 TNS1 TPM2 TPP2 TPSAB1 TSC22D1 TUBA4A UBE2D1 UTRN VASN VCAN VEGFA WEE1 WNT5A MCBRYAN_TERMINAL_END_BUD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_TERMINAL_END_BUD_DN CORO1A ETS1 GSN LCK NRIP1 PHGDH MCBRYAN_TERMINAL_END_BUD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCBRYAN_TERMINAL_END_BUD_UP CDK1 CNN1 EGR2 EHF IGFBP2 LY6D MYH11 RNF149 SDC1 SFRP1 TNFRSF12A TNS1 MCCABE_BOUND_BY_HOXC6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_BOUND_BY_HOXC6 ABCA6 ABCC13 ABTB3 ACKR3 ACTR10 ADH6 AGBL3 AGPAT3 AK8 AKAP10 ALDH18A1 ALDH3A2 ALKBH1 AMBRA1 AMELY ANGPT1 ANKRD9 ANO4 AP1M2 APBB1 APOH APPBP2 ARFIP1 ARHGAP19 ARHGAP33 ARHGEF11 ARID3B ARIH1 ARMH3 ARMH4 ASAP1 ASXL3 ATM ATP13A4 ATP13A5 ATP2A2 ATP5PO AVP AVPI1 B3GALT2 BCAS4 BCO2 BDNF BLOC1S1 BMP7 BMS1P21 BPESC1 BPIFB1 BTBD3 BTRC C10orf120 C15orf48 C19orf48P C20orf96 CABCOCO1 CAPN6 CARD17P CARD8 CASP1 CBFA2T2 CBX5 CCDC42 CCDC91 CCDC92 CD2BP2 CD6 CD69 CDH11 CDH18 CEP295 CEP76 CEP83 CFAP61 CGB7 CHCHD5 CHD9 CHMP1B CHRNA2 CHST6 CHSY1 CHTF8 CILP2 CLCNKB CLDN17 CLPTM1L CLUHP3 CNTN1 COCH COL23A1 COP1 COX7B CREB3L4 CRISP2 CRNKL1 CRTAC1 CRTC2 CRYBB3 CSF2RB CST7 CXCR5 CYRIA CYTH3 DAZ1 DAZ2 DAZ3 DAZ4 DBNL DCN DDHD1 DDX12B DDX39A DEFB129 DGKE DHODH DHX35 DIO2 DIPK1A DIXDC1 DNAH5 DNMBP DOCK7 DPP10 DPYSL3 DUSP8 E2F8 EDN2 EID1 ENSG00000204684 ENSG00000284948 ERCC4 ERRFI1 F8A1 FADS1 FAM156A FAM182A FAM200C FAM230I FAM47C FAM72B FAM72D FARSB FBN3 FBXL14 FBXO7 FCHSD2 FER1L4 FERMT2 FGFR1OP2 FGFR2 FGL1 FIGNL2 FLCN FOXB1 FRG1BP FRG2 FRMD5 FRMPD2 FRMPD2B GADD45G GAGE1 GAGE12F GAS2 GAS2L3 GDPD2 GFER GLB1L3 GLG1 GLRA3 GMCL2 GOLGA6A GPR21 GPR65 GTF2H3 GUSBP1 H2BC18 H3-7 HEATR9 HLA-DQA2 HORMAD2 HOXC5 HOXC6 HSPB2 HVCN1 IGFL4 IGLL1 IGLV4-3 IKBKG IL17D IL24 IRAK4 ISCU JMJD6 KBTBD4 KCNJ1 KCNJ12 KCNMA1 KCTD10 KIF12 KIF14 KLF5 KLF8 KLRD1 KRT27 KRTAP11-1 KRTAP15-1 KRTAP5-9 L1CAM LCE3C LEMD1 LIG3 LIN54 LIN7C LINC00301 LMO3 LPAR2 LRRC23 LRRK1 LYZL6 MAGEA10 MAMLD1 MAP1LC3C MAP3K15 MAPK8IP1 MC5R MCRIP1 MEG3 MEGF10 METTL5 MINDY4 MKKS MMD MPP1 MRGPRG-AS1 MRPL52 MSRA MTF2 MTHFD2L MYO9B NAALAD2 NCBP3 NDUFAB1 NDUFS3 NFKB2 NHSL2 NKX2-1 NOLC1 NOXO1 NOXRED1 NPAT NPIPB1P NPIPB3 NPY4R NSA2 NUP210 ODAD3 OGFOD1 OR13G1 OR1A1 OR1A2 OR1S1 OR4C6 OR4D9 OR4N4 OR4N5 OR52I1 OR56A4 OR5AU1 OR5L1 OR8B4 OR8K3 ORC6 OSBP OTUD5 PAK1 PAK2 PAK5 PAMR1 PARD6B PAWR PCGF3 PCP4 PDE4DIP PDE6H PDGFRA PDS5B PEMT PEX3 PGAP6 PGM2L1 PHETA2 PICK1 PIEZO1 PIGU PKD1 PKD1P1 PLAAT4 PLAC9 PLCB3 PLXDC1 PLXNA4 PMCH PMS2P13 PMS2P5 POM121 PPIP5K1 PPP2R2D PRR4 PRTN3 PSEN1 PSMG2 PTAFR PTGDR2 PTHLH PTPN20 PWP2 RAB40AL RAB9A RAD51AP1 RARG RASGRP3 RBAK RBFA RBM11 RBM12B RFLNA RFX7 RHBDD1 RHOD RHOF RHOXF2 RIMBP2 RNASE2 RNASE3 ROPN1 RP9 RPL27A RPS10P7 RPS11 RRP7A RUNX1 SART3 SBNO2 SCN9A SENP8 SEPTIN7 SERPINA3 SERPINC1 SGMS1 SGPL1 SGSM1 SH3D19 SHCBP1 SIPA1L1 SKAP1 SLC1A3 SLC26A3 SLC26A9 SLC36A1 SLC38A10 SLC39A1 SLC44A1 SLC4A10 SLC6A2 SLC8A3 SMDT1 SMG1 SMIM30 SNAPC1 SNRNP40 SNX14 SOCS4 SORBS2 SOX15 SPACA9 SPAG11B SPDYE7P SPDYE8 SPEF1 SPTLC2 SPX SQLE SRGN SRP14 STAG3L1 STAMBPL1 STC1 STON2 STX1B SULF2 SULT2B1 SUSD4 SYCE1 SYNE3 SYTL5 TAAR8 TAS2R46 TBC1D9 TBXA2R TCEAL4 TCTN3 THBS4 THSD4 TIGD4 TLE5 TLNRD1 TMEM132D TMEM30B TNFAIP8 TNKS1BP1 TOB1 TP53AIP1 TPT1 TPTE2P6 TRIM39 TRPC4 TSC22D1 TSEN34 TTLL6 TUBGCP4 UBE3B UBL7 UGT1A8 UPB1 USP32P2 VCAM1 VCX VN1R4 VPS11 VPS35 VPS4B VPS50 VWA5A WDHD1 WDR6 WDR86 WNT9B YAF2 ZBTB7C ZCCHC14 ZCCHC17 ZFHX2 ZFP2 ZFP82 ZFP90 ZFYVE27 ZNF182 ZNF239 ZNF433 ZNF534 ZNF536 ZNF541 ZNF561 ZNF576 ZNF641 ZNF664 ZNF785 ZNF788P ZNF84 ZNFX1 ZSCAN29 ZSCAN5A MCCABE_HOXC6_TARGETS_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_HOXC6_TARGETS_CANCER_DN AP1M2 ARIH1 CHCHD5 ERRFI1 GTF2H3 IGFBP3 MKKS MRPL52 OGFOD1 PAK2 PAWR PDS5B PIEZO1 PLCB3 PSEN1 RAB9A SPTLC2 SRP14 TBC1D9 TSEN34 MCCABE_HOXC6_TARGETS_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_HOXC6_TARGETS_CANCER_UP AGPAT3 ARHGAP33 BCO2 CBFA2T2 CD6 CRYBB3 FGFR2 GDPD2 GLG1 GLRA3 HOXC6 HSPB2 IGLL1 L1CAM MEG3 MSRA NKX2-1 ODAD3 OTUD5 PDE4DIP PDGFRA PICK1 PKD1P1 POM121 PTHLH RUNX1 SEPTIN7 SH3D19 SLC36A1 UPB1 VPS11 MCCABE_HOXC6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_HOXC6_TARGETS_DN APBB1 ARMH4 CNTN1 COL23A1 CYRIA DCN ERRFI1 FGFR2 GAS2L3 MEGF10 PAK1 PDGFRA PLXDC1 RFLNA SENP8 SH3D19 SLC44A1 TNFAIP8 VCAM1 ZBTB7C ZNF536 MCCABE_HOXC6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCABE_HOXC6_TARGETS_UP AMELY BCO2 BMP7 CHRNA2 IRAK4 PDE4DIP RFX7 SEPTIN7 SIPA1L1 SLC1A3 MCCLUNG_COCAINE_REWARD_5D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_COCAINE_REWARD_5D ACTL6B ACTN1 ACTR2 ADISSP ADORA1 ADORA2A ATP1B2 BAIAP2 BTRC CACNA2D3 CAMK2A CCK CCN2 CD4 CELF2 CORO2B DLG4 DNAJB9 ELN FBXW7 FMNL1 FSCN1 GAD1 GADD45A GOLGA4 GRIA1 GRIA4 H1-10 HPS4 HSPA5 ITFG1 JUP KCND2 KIF23 KLF13 KRT16 LENG8 MAPRE3 MARK2 MRM3 MTMR9 NECTIN2 NELL2 NPTN NRGN OAZ3 PALM PDE4B PENK PER2 POU2F1 PTP4A2 PTPN5 RNASE3 SDHC SEC14L1 SH3GL3 SMARCA2 SOX10 SPOCK2 ST6GALNAC5 STX1B STXBP1 SYP TBR1 TM9SF3 TMEM50B TOP2A TSPAN7 TUBB4A UNC93B1 VAMP2 WBP11 ZFP64 ZNRF1 MCCLUNG_COCAIN_REWARD_4WK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_COCAIN_REWARD_4WK AASS ACTR1A ADA ANKHD1 APOH BLK CAMK2A CAMLG CAPN6 CBLIF CCDC6 CIAO2B CLK1 COL10A1 COL8A1 CORIN CORO2B CRYGD CYBC1 DCLRE1A DNAJB1 DNAJC5 DUSP1 DUSP6 EPB41 FMR1NB FNDC1 FOS GPAA1 GUCA2A IL17A IL1R2 IL3 INHBC ITPR2 KIF1B KIN KLF10 KLF4 KLF5 NCS1 NELL2 NFATC2 NR4A1 NUSAP1 P4HA1 PAPOLA PBX1 PDPK1 PDXK PER1 PISD RANGAP1 SERPINA1 SERPINB2 SERPINB3 SHE SIRT1 SLC22A5 SLC35D1 SMARCA4 SMR3B SOX11 SWAP70 TCF3 TECTB TRAF6 TUG1 UGDH UNC119B WNK1 ZAP70 ZDHHC6 ZNFX1 MCCLUNG_CREB1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_CREB1_TARGETS_DN AASS ACTB ADISSP AGO2 AMY2A AQR ARF3 ARGLU1 ATP11A C4A CADM1 CCDC88A COL6A1 CPNE6 CRY1 DHCR7 DKK3 DOC2B DYNLT1 EPB41 ETS2 FOXP1 GEMIN5 GRB2 HAP1 HES5 IQGAP2 KCNA4 LDB2 MAN1A1 NNAT PBX3 PDRG1 PDXK PDYN PENK PER2 PKP2 PLA2G12A PLAGL1 PNCK POU3F4 PRKCH PTCH1 PTPRM RBCK1 SIX3 SKP1 SOX11 SPIN1 TEF TRHR TSC22D1 TXNRD1 WDR6 ZBTB20 MCCLUNG_CREB1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_CREB1_TARGETS_UP ACKR3 ACOT7 ACYP1 ADARB1 ADCY6 ADCYAP1 AQP4 ASH2L AUH BASP1 BBLN BCAT1 BDNF BZW1 CADPS CAP1 CCK CCN2 CCN3 CD59 CDH13 CDK14 CERK CPLX1 CRYL1 CXXC5 DIO2 ELAVL2 FABP7 FAM3C FBXW7 FGF12 FOS FSTL1 GABRA1 GLRX3 GNB1 H1-0 HIVEP1 HSD17B12 HSPA1B ID2 IDI1 IFT20 INA KLF10 LAPTM4B LMNA MEF2C MFSD4A MGST3 MMP16 MOBP MPDZ NACC2 NCBP2AS2 NDRG3 NDUFC1 NEFM NEUROD2 NEUROD6 NPY NR2F1 OLFM1 OSBPL1A PCDHA9 PLS3 PTGDS PTPRD RALA RESP18 SCHIP1 SCN1B SEMA7A SERF2 SERPINI1 SH3GL2 SIPA1L2 SMAP1 SST SSTR2 STMN1 STMN2 STMN3 STX1A SYP SYT17 SYT2 TBR1 TMEM14C TMEM160 TP53INP2 TRPC4 TSPAN5 TTC39B TUBA4A TUBB3 UQCR11 USE1 UTY MCCLUNG_DELTA_FOSB_TARGETS_2WK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_DELTA_FOSB_TARGETS_2WK ADARB1 ADCYAP1 APBA2 ARHGEF25 ASAP1 ASIC2 BDNF CADPS CCK CCN2 CCN3 CDK14 CLN8 COL5A2 COPRS ELAVL2 FHL2 FHOD3 GARS1 GSTO1 HMGCS1 HSPA1B IMPACT INA INPP5J MEF2C MFSD4A MGST3 MOBP NEFH NEFM NMBR NPTX1 OLFM1 PTPRK SCN1A SEPTIN9 SERPINI1 SMAD1 STMN1 STMN2 SYT2 TBR1 TPBG TUBB2A TXN VSNL1 ZNRF2 MCCLUNG_DELTA_FOSB_TARGETS_8WK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCLUNG_DELTA_FOSB_TARGETS_8WK ACP1 ACTR2 ADAR ADCYAP1R1 ADORA2A AFF4 ARF3 ARHGEF2 ARNT2 BAG6 BPNT2 CALM3 CAMK2A CDH2 CHD8 CHRM1 CLCN4 CRY2 DNAJB5 FAM149B1 GAD2 GNAO1 GRIA2 GRIN1 HCN2 IDS KCNB1 KCNH1 KIF1B KIF5A MAP2 MID1IP1 MXD4 MYH10 NDST1 NFE2L1 PPTC7 PRKCB PSAP RALY RASSF2 RCC2 SSR3 ST6GALNAC6 SYNGR1 SYT6 TSPAN5 UHMK1 USP2 MCCOLLUM_GELDANAMYCIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCOLLUM_GELDANAMYCIN_RESISTANCE_DN HHEX HMGA2 NOTCH3 NTS OR51E1 PARD3 SOX2 MCCOLLUM_GELDANAMYCIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCCOLLUM_GELDANAMYCIN_RESISTANCE_UP CDA CDH11 FOXN3 MCC PMCH SEMA3F SLC16A7 SMPD1 ST6GALNAC1 SULF2 MCDOWELL_ACUTE_LUNG_INJURY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCDOWELL_ACUTE_LUNG_INJURY_DN ABCG1 ACVRL1 ADGRE5 ADH1C ALAS1 ANTXR1 APLN APLNR BMP2K C5 CAV1 CDH13 CDKL2 CHST2 CLEC10A CXCL12 CYP2F1 DPP4 EPB41L3 FASN FGF1 FHL1 HEY1 HLA-DRB5 ICAM2 LLGL2 LTBP4 MAPT MEOX2 MRPS18B NFIX NHERF2 NRP1 OGT PDE4DIP PEX16 PON1 RBP1 RSU1 SCGB3A2 SFTPB SFTPC THBS3 TIMM17A TNFRSF19 TP53BP2 ZBP1 MCDOWELL_ACUTE_LUNG_INJURY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCDOWELL_ACUTE_LUNG_INJURY_UP AKAP12 ANGPTL4 BTG2 CCN1 CDKN1A COL3A1 CSTB DUSP1 EIF1AX ELN FCGR2A FOS KLF6 KLHL2 LCN2 LILRB4 LITAF LOX LRG1 LTBP1 LTF MAL MCL1 MYC NDUFS1 NFKBIA NR4A1 OR4E1 OSMR PLA2G7 PTGES PTX3 RBM3 RETNLB S100A8 SERPINA3 SERPIND1 SFN SLFN12L SPHK1 SPP1 STEAP4 TGFBI TNC TPM1 TXNRD1 ZFP36 MCGARVEY_SILENCED_BY_METHYLATION_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCGARVEY_SILENCED_BY_METHYLATION_IN_COLON_CANCER ADAMTS15 ADAMTS18 ASCL2 BOLL CABYR CBR1 CHFR CHL1 CTAG2 DDX43 DKK3 DMRTB1 EFEMP1 EPHA4 EYA4 FBLN2 FOXL2 FOXQ1 GATA4 GATA5 GNB4 GSTM3 HDGFL1 HOXD1 ICAM1 INHA INHBB JAM3 JPH3 LEF1 MOV10L1 NEURL1 POMC PPP1R14A RAB32 SALL4 SFRP1 SFRP4 SFRP5 SOX17 TFPI2 UCHL1 MCGOWAN_RSP6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCGOWAN_RSP6_TARGETS_DN DIDO1 ELAPOR1 FBXO38 SUPT4H1 ZNF707 MCGOWAN_RSP6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCGOWAN_RSP6_TARGETS_UP AAAS C2orf80 CYP4F8 DDIT4L EDNRB EPHX1 GLRX3 GPNMB MDM2 MGMT NNT PCOLCE2 PMEL PTGDS PTP4A3 SLC45A2 SOX10 SYT4 TRPM1 ZDHHC3 MCLACHLAN_DENTAL_CARIES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCLACHLAN_DENTAL_CARIES_DN ABLIM1 ACTR3B ADGRG2 ADIRF AHNAK ANK3 AOC2 ATP1A2 ATP9A CA2 CALB1 CCN1 CD24 CDH12 COL5A3 COL8A2 CPE CRABP1 CRYZ CYFIP2 DIO3 DMP1 DPP6 DSPP EGR1 EIF1AX FGFR1 GAP43 GHR GLCE GPC3 GPM6A GPR37 H3-3B ISYNA1 ITGB1BP1 ITM2A KIF5C KIT LGR4 LGR5 LINC00667 LTBP1 MAGI2 MDK MPPED2 NAP1L3 NEBL NOTCH2NLA NRXN1 NUDT4 OLFML1 OMD OSR2 PCDH9 PDZD2 PDZD8 PEG10 PER2 PER3 PGAP1 PHIP PHLPP1 PLCL1 PLK2 POLI PTPRK SESN1 SLIT2 SORBS2 SPOCK1 SPOCK3 SPON1 ST8SIA1 SYT1 TIAM1 TMEM255A TRIM2 TRPC1 TUBB2B XIST ZNF423 MCLACHLAN_DENTAL_CARIES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCLACHLAN_DENTAL_CARIES_UP ABCA1 ACKR1 ACP5 ACSL1 ADA2 ADAMDEC1 ADM ALOX5 ALOX5AP ANGPTL2 ANPEP APOC1 APOE AQP3 ARHGDIB ARPC1B BCL2A1 BCL3 BIRC3 BLNK C1QA C1QB C1QL1 C3 C3AR1 C4A C5AR1 CA12 CAPG CCL18 CCL2 CCL3 CCL5 CCL8 CCR1 CCR2 CD14 CD163 CD1D CD209 CD27 CD37 CD4 CD44 CD48 CD53 CD55 CD74 CD79A CD84 CD93 CEBPD CFB CFD CFI CHI3L1 CHI3L2 CHL1 CHST15 CLEC2B CLEC7A COL15A1 CORO1A CPVL CRLF1 CRYBG1 CSF1R CSF2RB CTSB CTSC CTSH CTSS CXCL1 CXCL12 CXCL13 CXCL5 CXCL8 CXCL9 CXCR4 CYBA CYBB CYP1A1 CYRIB CYTIP DDX3Y DEPP1 EIF1AY EVI2A EVI2B F13A1 FCER1G FCGR2A FCGR2B FCGR3B FCN1 FGL2 FKBP11 FPR1 FYB1 G0S2 GABBR1 GLRX GPNMB GUSBP11 GZMB HBB HCAR3 HCK HCLS1 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB4 HLA-DRB6 IBSP ICAM1 IER3 IFI30 IGFBP4 IGFLR1 IGHA1 IGHG1 IGHM IGHV1-69 IGHV3-20 IGHV3-21 IGHV3-23 IGHV4-61 IGKC IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLL3P IGLV2-14 IL10RA IL11 IL13RA1 IL1B IL1RN IL6 IL7R INHBA IRF4 IRF8 ITGB2 JCHAIN KDM5D KPNA2 KYNU LAPTM5 LBP LCP1 LCP2 LRCH4 LRRC15 LSP1 LTB LY96 LYN LYZ MAFF MAN2B1 MCL1 MGP MMP1 MMP9 MNDA MRC1 MS4A1 MS4A4A MS4A6A MSR1 MT1G MT1X MT2A MTHFD2 MZB1 NAMPT NAP1L1 NCF2 NCF4 NFIL3 NNMT ORM1 PAX5 PECAM1 PI3 PIM2 PLA2G7 PLAC8 PLAU PLAUR PLEK POU2AF1 PTGER4 PTGS2 PTP4A3 PTPRC RAB29 RAB31 RAC2 REEP1 RGS2 RNASE1 RNASE6 RPS4Y1 S100A8 S100A9 SAA1 SAMSN1 SASH3 SAT1 SCO2 SEL1L3 SELE SERPINA1 SERPINA3 SERPINB2 SERPINE2 SFRP4 SKAP2 SLA SLAMF8 SLC1A4 SLC2A3 SLC46A3 SLC7A11 SLPI SOCS3 SOD2 SORL1 SPP1 SRGN SSR4 STAB1 TENT5C THBS4 TIMP1 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF1B TNFRSF21 TRBC1 TRBC2 TREM1 TRIB1 TYMP TYROBP UCP2 VAMP8 VCAM1 WARS1 MCMURRAY_TP53_HRAS_COOPERATION_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCMURRAY_TP53_HRAS_COOPERATION_RESPONSE_DN ABAT ABCA1 ARHGAP24 ATP8A1 BBS7 BEX2 CD55 CERS4 CKMT1B COL9A3 CPZ DAPK1 DFFB DGKA DIXDC1 DUSP15 ELAVL2 EPHB2 ESPN FAS FGF18 FHOD3 GARNL3 GCA HEY2 HOXC13 ID2 ID4 IGFBP2 JAG2 LDHB MAN2B1 MCAM MMP15 MPP7 MPZL2 MS4A10 MTUS1 NBEA NECTIN4 NOTCH3 PARD6G PERP PITX2 PLTP PLXDC2 PMAIP1 PRKD1 PRKG1 RAB40B RAI2 RASL11A RB1 RPRM SATB1 SBK1 SBSN SCN3B SEMA3D SFRP2 SLC27A3 STMN4 TEX15 TNFRSF18 UNC45B WNT9A ZNF385A MCMURRAY_TP53_HRAS_COOPERATION_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MCMURRAY_TP53_HRAS_COOPERATION_RESPONSE_UP ANKH ANKRD1 ARAP3 CADM1 CCL15 CHST1 CXCL3 ENO3 F2RL1 FGF7 GPR149 HBEGF HMGA1 HMGA2 KCTD15 MRPL15 OAF PARVB PLA2G7 PLAC8 RGS2 SEMA7A SERPINB2 SLC14A1 SMS SOD3 TNNT2 MEBARKI_HCC_PROGENITOR_FZD8CRD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_FZD8CRD_DN A1BG A1CF ABAT ABCA5 ABCB1 ABCB4 ABCC6 ABCC6P1 ABCC9 ABCG8 ABLIM2 ACAA1 ACACB ACAD11 ACAN ACMSD ACSF2 ACSM2B ACSM3 ACSM5 ACSS1 ACY3 ADAMTS13 ADH6 ADRA1A AFM AFMID AGBL2 AGT AKR7L ALB ALDH1L1 ALDH4A1 ALDOB AMT AMY1A ANG ANKK1 ANKRD24 APBB1IP APOC1 APOE AQP4 AQP7P1 ARHGAP4 ARHGEF10L ARID5A ARSL ASB13 ASGR1 ASGR2 ASL ATP2B2 ATP5F1B ATP8B3 AUTS2 BAAT BAIAP2L2 BAIAP3 BATF2 BLNK C11orf86 C1QTNF4 C1QTNF6 C1orf115 C1orf21 C1orf54 C2orf72 C2orf92 C3orf18 C3orf85 C4A C5AR1 C5orf46 C6 CA9 CACNB2 CADM2 CARMN CCDC18-AS1 CCDC198 CCER2 CCL14 CCL15 CDH16 CEACAM1 CFAP70 CFI CHIA CHRD CHRDL2 CIDEB CIDEC CIDECP1 CISH CLCNKA CLDN16 CLEC18B CLIP3 CLMN CLRN3 CLSTN3 COL27A1 COL28A1 COL3A1 COL5A3 COL7A1 COLCA1 CPEB3 CRB3 CREB3L3 CRYM CTDSP2 CTSH CXCL1 CXCL13 CYP21A2 CYP2B6 CYP2C8 CYP3A5 CYP3A7 CYP4A11 CYP4F3 CYP4X1 CYTIP DAND5 DCAF8 DCDC1 DCN DDC DGAT1 DHRS3 DIPK1B DLG2 DNAH1 DNAI1 DNHD1 DOCK4 DPP4 DPT EFEMP2 EFNA1 EHF ELMO1 ENGASE ENO3 ENSG00000284948 ENSG00000290654 EPHA1 EPHX2 ERBB3 ETNPPL ETV1 EVPLL F10 F13B F5 FABP1 FAM153A FGA FGB FGD3 FGD4 FOLR3 FRK FSIP2 FZD4 FZD8 GADD45G GARIN1B GARS1-DT GAS2 GAS6-AS1 GATM GBA3 GCGR GCHFR GCKR GDA GFI1B GGCX GGT7 GJB1 GLDC GLI4 GLRX GLYAT GLYCTK GOLT1A GPD1 GPT GRB14 GRM3 GSTA1 GSTA5 GTF2IRD2 GUCY1A1 GULP1 H6PD HAO1 HAO2 HAPLN3 HGD HHEX HIP1R HLF HMGCS2 HNF1A HNF1A-AS1 HOXD13 HP HPN HSD11B2 HSD17B3 HSF4 ID2B IGLL1 IL18R1 INSIG1 INSR IQCN ITGA10 ITIH4 ITPR2 KANK1 KCNJ16 KCNK5 KHK KIFC2 KLC4 KLKB1 KRTAP3-3 LCA5L LDHD LINC00526 LINC00574 LINC00598 LINC00626 LINC00659 LINC00685 LINC00844 LINC00870 LINC00923 LINC00973 LINC01320 LINC01341 LINC01569 LINC01667 LINC01719 LINC02027 LINC02649 LINC02770 LINC02906 LINC03007 LIPC LMNTD2 LPIN1 LPIN3 LRRK2 LY6D LYRM9 MALAT1 MAN1C1 MAOB MAP3K13 MAP7D2 MATK MCCC1 MCF2L MCF2L-AS1 MEGF8 MIA2 MLXIPL MMAA MME MMP19 MMP7 MOGAT1 MROH2A MST1 MTUS1 MUC15 MUC20 MUC20-OT1 MYO15B MYO7A NABP1 NAMPT NAT8 NAT8B NEAT1 NEB NEURL3 NFKBIZ NGEF NHERF4 NLRP1 NPY6R NR1H3 NR1H4 NRBP2 NTN5 NUDT16 NUDT7 NXPH4 OAF ODAD3 ODAM ONECUT1 ORM1 ORM2 OXER1 PACSIN1 PAG1 PAIP2B PAQR6 PC PCSK4 PCYT2 PDE11A PDE8B PDK2 PDZK1 PFDN6 PGLYRP2 PHKA2-AS1 PIK3C2G PLA1A PLCXD1 PLIN5 PLK5 PNPLA3 PNPLA7 PON1 POU5F1 PPP1R16A PPP1R3B PPP1R3C PRODH PRODH2 PROX1 PTGFR PTK2B PTPRN2 PWWP3B RAB11FIP4 RAB17 RAB26 RAB37 RAB6C-AS1 RANBP3L RAPGEF4 RASL10A RASSF4 RBP5 REEP6 RGN RGS7BP RNF180 RNF207 RNF43 RNPC3 RORA RORC S100A12 S100A8 SAA3P SCARF1 SCX SEC14L4 SEC16B SEC31B SELENBP1 SEMA4G SEPTIN8 SERPINA1 SERPINA5 SERPINF1 SF1 SGK1 SGK2 SLC17A4 SLC22A18 SLC22A18AS SLC22A9 SLC23A1 SLC23A3 SLC25A20 SLC28A1 SLC2A14 SLC2A2 SLC2A4 SLC40A1 SLC49A3 SLC5A9 SLC6A10P SLC6A12 SLC6A16 SLCO4C1 SMIM10L2B SMLR1 SMPDL3A SNAI3-AS1 SNAP47 SNORA47 SNORA73A SORBS1 SOX13 SOX6 SP100 SPINK1 SPOCK3 SPP1 SPSB1 SPX SRP14-DT ST3GAL1 ST6GAL1 STK19 SULT1C2 SULT2A1 SYT7 TAMALIN TCIM TDO2 TDRG1 TEF TGFBR2 THSD7A TM4SF4 TM7SF2 TMEM100 TMEM150A TMEM176A TMEM176B TMEM198B TMEM238 TMEM266 TNFRSF14-AS1 TPM2 TRIM15 TRIM36 TRIM50 TRPV1 TTBK1 TTC39A TTLL3 UCN UGT2A3 UPB1 VEGFA VEPH1 VSX1 WIPF3 WNT11 XAF1 ZBED3 ZBED3-AS1 ZNF318 MEBARKI_HCC_PROGENITOR_FZD8CRD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_FZD8CRD_UP ACKR3 ADAM12 ADAMTS5 ADAMTS8 ADCY3 ADGRB2 ADISSP ADORA2B AFG2A AGPAT4 AIDA AK5 ALG10 ANLN ANOS1 ANXA3 AOPEP APCDD1L APCDD1L-DT ARHGAP11A ARHGAP19 ARHGAP23P1 ARHGAP31 ARHGEF2 ARHGEF39 ARID3A ARNT2 ARSI ASF1B ASPM ATAD2 ATF3 ATRIP AUNIP AURKA AURKB BARD1 BATF3 BCAS4 BCL11B BCL2L12 BDKRB1 BIRC5 BLM BNC2 BRCA1 BRCA2 BUB1 BUB1B C10orf88B C10orf90 C21orf58 C4orf46 C8orf76 C9orf40 CACYBP CALHM3 CASQ1 CATSPER1 CBX1P1 CCDC134 CCDC15 CCDC169 CCDC34 CCDC74A CCDC77 CCDC80 CCN3 CCNA2 CCNB1 CCNE2 CCNF CCNG2 CCP110 CCR7 CCSAP CDC20 CDC25A CDC25B CDC25C CDC42EP3 CDC45 CDC6 CDC7 CDCA3 CDCA4 CDCA5 CDCA7 CDCA8 CDCP1 CDK1 CDK2 CDKL1 CDKN3 CENPA CENPE CENPH CENPI CENPL CENPM CENPN CENPO CENPP CENPQ CENPU CENPW CEP128 CEP135 CEP55 CEP57L1 CEP76 CEP78 CEP97 CFAP251 CHAF1A CHAF1B CHEK1 CHEK2 CHORDC1 CHRNA5 CIT CKAP2L CKLF CKS1B CKS2 CORO1C COTL1 CPA4 CRABP2 CRACDL CREB5 CRISPLD2 CRY1 CSE1L CSPG4P13 CSPG5 CUZD1 CYTH4 DAW1 DCLRE1B DDAH1 DDIAS DDX11 DDX11L16 DEFB103B DEPDC1B DHFR DIAPH3 DIO2 DLGAP5 DMBX1 DNA2 DNAJC9 DNMT3B DONSON DTYMK E2F1 E2F8 ECT2 EEIG2 EFR3B ELOVL2 ENSG00000187951 ENSG00000266088 ENSG00000288781 ENSG00000289047 ERCC6L ERFE ESCO2 ESPL1 ETV5 EXO1 EZH2 FAAP24 FAM111A FAM111B FAM161A FAM72B FAM72C FAM83D FANCA FANCB FANCC FANCD2P2 FANCG FANCI FANCM FBXO5 FEN1P1 FGFR1 FHDC1 FIG4 FIRRM FKBPL FMNL3 FOXM1 FSCN1 G2E3 GABPB1 GAD1 GAREM2 GDF15 GEM GEMIN2P2 GINS1 GINS2 GINS3 GNG12 GNG4 GPR161 GPR63 GPRC5A GPRIN1 GPSM2 GTSE1 H1-5 H2AC10P H2AC16 H2AC17 H2AX H2BC21 H2BC6 H2BC7 H2BW2 H3C10 H3C14 H3C4 H3C7 H4C14 H4C4 H4C5 HAND2 HASPIN HAUS6 HAUS8 HBEGF HERC5 HIRIP3 HJURP HK1 HLX HMGA2 HMGB2 HMMR HNRNPDL HOXC9 HPSE HROB ID3 IDS IL11 IL17RD ILDR2 INCENP INPP5J INTS4 JMJD1C-AS1 JPH1 JPT1 KIF11 KIF14 KIF15 KIF18A KIF20A KIF20B KIF22 KIF23 KIF24 KIF2A KIF2C KIF4A KIFC1 KLC2 KLHL7 KMT5AP1 KNL1 KNSTRN KNTC1 KPNA2 KREMEN2 KRT80 LAMA1 LAYN LCOR LFNG LIG3 LIN9 LINC00707 LINC00941 LINC00942 LINC01111 LINC01638 LINC01704 LINC01722 LINC02901 LINC02984 LMF2 LMNB1 LMO7 LNP1 LOXL1 LOXL3 LRR1 LRRC3 LRRC45 LRRCC1 LRRIQ1 LSM4 LY6K LYPD6 MAD2L1 MB21D2 MBOAT1 MCM10 MCM2 MCM5 MCM7 MCM8 MCUB MDFIC MELK MELTF MEX3B MICAL3 MICALL1 MICB MICB-DT MID1 MIS18BP1 MKI67 MMS22L MN1 MND1 MNS1 MPHOSPH6 MSH2 MTBP MTCL1 MTFR2 MTHFD1L MYB MYBL2 MYCL MYLK2 MYO3A MZT1 NCAPD2 NCAPD3 NCAPG NCAPG2 NDC80 NDE1 NECTIN1-DT NEK2 NEMP1 NES NF2 NIBAN1 NIPAL3 NKAIN1 NLRP5 NOX4P1 NR2F1-AS1 NRGN NRXN3 NSD2 NT5E NTN4 NUF2 NUP107 NUP155 NUP188 NUP62CL NUP93 NUSAP1 OGFRL1 OIP5 OR2T12 ORC1 ORC6 OXGR1 OXR1 P2RX7 PACC1 PAK6 PAMR1 PANX2 PARD6G PARPBP PBK PCLAF PCMT1 PCNA PDE1C PDLIM3 PEA15 PGM2L1 PHACTR1 PHF19 PHLDB1 PHTF2 PKMYT1 PKP3 PLAT PLD5 PLEKHG4 PLEKHO1 PLK1 PLK4 PML POGLUT3 POLA2 POLE2 POLQ PPM1F PPP1R18 PPP2R2C PPP3R1 PPP4R4 PRC1 PRIM1 PRIM2 PRMT2 PRR11 PSG2 PSG3 PSG5 PSG6 PSG9 PSMC3IP PSRC1 PTPRG-AS1 PTTG1 PTTG2 PTTG3P PXDN QRFPR RAD18 RAD51 RAD51B RAD54B RAD54L RANBP1 RANBP20P RANGAP1 RANP1 RASD2 RBL1 RBM15-AS1 RBM24 RCC2 RDM1 REEP1 REXO5 RFC2 RFC3 RFC4 RFWD3 RGS12 RGS9 RHEBL1 RIBC2 RNASEH2A RNF7P1 RRM1 RRM2 RUNX1 SACS SAE1 SASS6 SCARA3 SCG5 SCML2 SCRN1 SEM1 SEPTIN3 SEPTIN5 SERPINB7 SFN SFTA1P SGO1 SGO2 SH3GL3 SHCBP1 SKA1 SKA3 SLAMF7 SLC13A3 SLC19A1 SLC37A2 SLC44A2 SLC5A11 SLC7A11 SLC7A5 SMC4 SMS SMTN SOCS2-AS1 SP140 SPC24 SPC25 SPDL1 SPTB STIL STK32B STMN1 STPG1 STXBP5 STYK1 SUV39H1 SUV39H2 SYCE2 TACC3 TAF1A TAF5L TCF12-DT TCF19 TCOF1 TDP1 TDRKH TEDC1 TEDC2 TEX30 TFDP1 THAP10 THSD1 TICRR TIMELESS TIPIN TK1 TLE3 TLR6 TMEM237 TMEM40 TMEM74 TMPO TMPO-AS1 TMSB15A TMSB15B TNFRSF8 TONSL TOP2A TOP6BL TP73 TPX2 TRABD2A TRAIP TREX2 TRIM55 TRIM59 TRIP13 TROAP TTK TUBA1A TUBA1C TUBB4B TUBB6 TUBB8B TUBBP2 TUBG1 TYMS UBASH3B UBE2SP2 UBE2T UGCG UHRF1 USB1 USP11 VEGFC VIM VLDLR-AS1 VRK1 WDHD1 WDR1 WDR62 WDR76 WEE1 WFDC21P WNT10B WRAP53 YWHAH ZEB2 ZNF385D ZNF669 ZNF681 ZWILCH ZWINT ZYG11A MEBARKI_HCC_PROGENITOR_WNT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN A1BG ABCD2 ACACB ADARB2 AGR2 ANKRD30A APOB ARHGAP20 BCO2 BEST2 BTNL9 C5orf46 CYP7B1 DENND3 DHDH DHRS9 DIO2 DOK7 EPHA10 FA2H FAM183BP FBXO27 FGD3 FGD4 FRAT1 FZD4-DT GASK1A GCH1 GHR GPC6 GRK4 GSTA7P HCG9 ID2-AS1 IL6ST-DT IQCN ITGA8 JAKMIP2 JRK KCNK5 KLHL30 KRT4 LAIR1 LGALS2 LINC00482 LINC01554 LINC02405 LY6D MARCO MBP MIR3936HG MPV17L MRC1 MUCL1 NR3C2 NUDT8 OCLNP1 PAIP2B PDE8B PDHA1 PLAAT2 PLIN4 PNLIPRP3 PRKAR2B PRODH PSG8 PTPRQ RAB26 RALGPS1 RASGRP2 RASSF4 RNF148 RPGRIP1 S100P SLC26A9 SLC6A16 SLIT2 SOD2-OT1 SP2-DT SPINK5 SPTB STOX1 TACC2 TDRD6 TMEM116 TMEM8B TRMT9B USP43 VSIG1 ZBED3 ZBED3-AS1 ZFP2 MEBARKI_HCC_PROGENITOR_WNT_DN_BLOCKED_BY_FZD8CRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN_BLOCKED_BY_FZD8CRD A1BG ABCD2 ACACB ADARB2 ADGRF5 BCO2 BEST2 BTNL9 C5orf46 CYP7B1 DENND3 DHDH DHRS9 EPHA10 FAM183BP FBXO27 FGD3 FGD4 FRAT1 FZD4-DT GASK1A GCH1 GHR GRK4 GSTA7P HCG9 ID2-AS1 IL6ST-DT IQCN ITGA8 JAKMIP2 KCNK5 LAIR1 LINC00482 LINC01554 LINC02405 MBP MIR3936HG MRC1 MUCL1 NR3C2 NUDT16 NUDT8 OCLNP1 PAIP2B PARD6B PDE8B PRODH PTPRQ RAB26 RALGPS1 RASGRP2 RASSF4 RNF148 RPGRIP1 SLC26A9 SLC6A16 SLIT2 SOD2-OT1 SP2-DT SPINK5 STOX1 TACC2 TDRD6 TMEM116 TMEM8B TRMT9B USP43 ZBED3 ZFP2 MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_DEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_DEPENDENT A1BG ADARB2 AGR2 ARHGAP20 BCO2 BEST2 BTNL9 DHDH DHRS9 DIO2 GPC6 GRK4 JAKMIP2 JRK LAIR1 LGALS2 LINC00482 LINC01554 MARCO MPV17L MRC1 MUCL1 NR3C2 PDE8B PLAAT2 RALGPS1 RPGRIP1 SOD2-OT1 USP43 VSIG1 ZBED3-AS1 MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_DEPENDENT_BLOCKED_BY_FZD8CRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_DEPENDENT_BLOCKED_BY_FZD8CRD A1BG ADARB2 ADGRF5P2 BCO2 BEST2 BTNL9 DHDH DHRS9 GRK4 JAKMIP2 LAIR1 LINC00482 LINC01554 MRC1 MUCL1 NR3C2 PDE8B RALGPS1 RPGRIP1 SOD2-OT1 SPINK5 USP43 MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_INDEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_DN_CTNNB1_INDEPENDENT ABCD2 APOB DOK7 FA2H FGD3 GCH1 GSTA7P HCG9 ITGA8 KRT4 LY6D PLIN4 PNLIPRP3 PRKAR2B S100P TRMT9B MEBARKI_HCC_PROGENITOR_WNT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP ACTN1 ACTR3-AS1 ADAM12 ADAM19 ALDH3A1 ALDH7A1 ARHGDIB ARHGEF3 ARID3A ARL4C BMF BMP1 BNC2 CARD11 CARMN CCDC3 CCDC80 CCDST CCN1 CCNG2 CCR1 CDCP1 CENPVL3 CFAP74 CGB3 CHPF2 CLDN2 CLIC3 CLSTN2 COL1A1 COL1A2 COL3A1 COL5A2 CORO1C CPEB1 CRACDL CRISPLD2 CSF1R CSPG5 CSRP3 CTHRC1 CXCL3 CYP1B1 DACT1 DCAF15 DCBLD2 DCN DIP2C-AS1 DISC1 DLX5 DNM3 DPT DPYSL3 ENDOD1 ENO2 ENSG00000227496 ENSG00000268460 EPHB2 EPYC EVI2A EXT1 EYA2 F3 FAP FBLIM1 FBN1 FHL2 FIBCD1 FLNA FN1 FRMD5 GBP1 GCNT1 GLIPR1 GNG4 GOLGA8G GRAMD1A GRK3 HAPLN1 HMCN1 IGF2BP3 IGFBP5 IGFL1 IGFL3 IHH IL1R1 ITGA5 ITGB4 JAG2 JAM2 KANK1 KIF26B KLF7 KLHL4 KRT17P1 LAYN LCE1A LCP1 LEF1 LFNG LHB LINC01705 LINC03033 LRRC15 LUM LYPD1 LZTS1 MAGED4B MANCR MDFI MDM1 MEX3B MILR1 MMD MMP13 MMP2 MMP7 MOXD1 MRC2 MRTFA MYADM MYH9 MYL2 NANOS1 NAV1 NDRG4 NIFK-AS1 NINJ2 NKD2 NOG NR2F1-AS1 NXN ODAPH OLFML3 P4HA2 PAMR1 PANX2 PCDHB15 PCSK5 PDGFRL PDLIM3 PDLIM7 PHLDB1 PI15 PITX2 PKP3 PLAUR POTEF POTEKP POTEM PPP2R2C PRAG1 PRICKLE2 PRR5L PRSS23 PSTPIP2 PTPN22 RARG RASSF9 RBM24 RDH10 RGCC RNF43 RSPO3 SCG5 SDC3 SEMA3C SEPTIN11 SERPINE1 SH3GL1P2 SH3GL3 SLC12A8 SLC1A3 SLC26A2 SLC38A3 SLC7A5 SPARC SPOCD1 SPOCK1 SRPX2 ST6GAL2 STK32B STXBP6 TCF7 TCHH TCOF1 TEX15 TGFB2 TGFBI THBS2 TMEM158 TNFAIP6 TNRC18P2 TPM4 TRIM55 TYRP1 USF1 VCAN WFDC3 ZNF474 ZNF608 ZNF827 MEBARKI_HCC_PROGENITOR_WNT_UP_BLOCKED_BY_FZD8CRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP_BLOCKED_BY_FZD8CRD ACTN1 ALDH3A1 ALDH7A1 ARHGDIB ARHGEF3 ARID3A BMF CARMN CCDC3 CCNG2 CCR1 CDCP1 CENPVL3 CFAP74 CHPF2 CLIC3 COL3A1 COL5A2 CORO1C CRACDL CRISPLD2 CSPG5 CYP1B1 DCAF15 DCN DIP2C-AS1 DISC1 DNM3 DPT DPYSL3 EPHB2 EPYC EVI2A EXT1 F3 FBN1 FHL2 FIBCD1 FN1 GNG4 GOLGA8G GRAMD1A GRK3 HAPLN1 IGF2BP3 IGFBP5 IHH IL1R1 JAG2 KANK1 KIF26B KLF7 KLHL4 LAYN LCE1A LCP1 LEF1 LFNG LINC01705 LUM LYPD1 LZTS1 MAGED4B MDFI MDM1 MEX3B MILR1 MMD MOXD1 MRTFA MYADM MYH9 MYL2 NAV1 NDRG4 NIFK-AS1 NINJ2 NKD2 NOG NR2F1-AS1 NXN PAMR1 PCDHB15 PDLIM7 PHLDB1 PI15 PITX2 POTEF POTEKP PPP2R2C PRAG1 PRICKLE2 PRSS23 PSTPIP2 RARG RBM24 RDH10 RGCC RSPO3 SDC3 SEMA3C SEPTIN11 SERPINE1 SH3BP4 SLC1A3 SLC26A2 SLC7A5 SPOCD1 SRPX2 ST6GAL2 STK32B STXBP6 TCOF1 TGFB2 THBS2 TMEM158 TNRC18 TPM4 TRIM55 TYRP1 USF1 VCAN WFDC3 ZNF608 ZNF827 MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_DEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_DEPENDENT ALDH7A1 ARID3A ARL4C BNC2 CARMN CCDC80 CCDST CCN1 CLDN2 CLIC3 CLSTN2 COL1A1 COL1A2 COL3A1 COL5A2 CPEB1 CRISPLD2 CSF1R CSRP3 CTHRC1 CXCL3 DACT1 DLX5 DPT ENO2 ENSG00000227496 ENSG00000268460 EPHB2 EPYC EYA2 F3 FBLIM1 GBP1 GCNT1 GOLGA8G HAPLN1 HMCN1 IGF2BP3 IGFBP5 IGFL1 IGFL3 IHH IL1R1 ITGB4 KANK1 KLHL4 LCP1 LEF1 LFNG LINC01705 LINC03033 LUM LYPD1 MAGED4B MMP13 MMP7 NANOS1 NKD2 NOG NR2F1-AS1 NREP ODAPH P4HA2 PAMR1 PCSK5 PDLIM7 PHLDB1 PI15 PITX2 PKP3 PRAG1 PRICKLE2 PRR5L RBM24 RDH10 RGCC RNF43 SEMA3C SERPINE1 SH3GL1P2 SLC12A8 SLC1A3 SLC26A2 SLC38A3 SPARC SRPX2 ST6GAL2 TCF7 TPM4 TYRP1 MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_DEPENDENT_BLOCKED_BY_FZD8CRD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_DEPENDENT_BLOCKED_BY_FZD8CRD ALDH7A1 ARID3A CLIC3 COL3A1 COL5A2 CRISPLD2 DPT EPHB2 EPYC F3 GOLGA8G HAPLN1 IGF2BP3 IGFBP5 IHH IL1R1 KANK1 KLHL4 LCP1 LEF1 LFNG LINC01705 LUM LYPD1 MAGED4B NKD2 NOG NR2F1-AS1 PAMR1 PDLIM7 PHLDB1 PI15 PITX2 PRAG1 PRICKLE2 RBM24 RDH10 RGCC SEMA3C SERPINE1 SLC1A3 SLC26A2 SRPX2 ST6GAL2 TPM4 TYRP1 ZNF503 MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_INDEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEBARKI_HCC_PROGENITOR_WNT_UP_CTNNB1_INDEPENDENT ADAM19 CGB3 COL5A1 FAP FBN1 FN1 KRT17P1 LHB LRRC15 MANCR MDFI MMP2 MRC2 OLFML3 PDGFRL PLAUR PPP2R2C SCG5 SH3GL3 SPOCD1 SPOCK1 TGFBI VCAN ZNF474 MEDINA_SMARCA4_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEDINA_SMARCA4_TARGETS ASCC1 ATP6V1B1 C19orf12 CCDC85B CDH11 CDH16 CDKN2D CEBPB CLPX CSNK1G2 CTSS CYP3A4 DYNC1H1 ECM2 HDAC4 KIFBP LDB1 MXD4 NADSYN1 NFKB2 PCDH1 PGM2L1 RALBP1 RASSF1 RBM4 SKAP2 SLC2A4 SMAD6 SMARCA2 SMARCA4 SNAPC2 ST6GALNAC4 STARD10 TBX2 TNFSF10 TNFSF13 MEINHOLD_OVARIAN_CANCER_LOW_GRADE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEINHOLD_OVARIAN_CANCER_LOW_GRADE_DN BAP1 CCNB2 CFL1 FASN JTB KIF14 MCM6 MRPL9 NCK1 PCCB PTP4A2 RAD21 RHEB SNRPB STARD7 STAT1 TPX2 TUBA1B UVRAG MEINHOLD_OVARIAN_CANCER_LOW_GRADE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEINHOLD_OVARIAN_CANCER_LOW_GRADE_UP BMERB1 BTBD2 CAST CDKN1A CLDN10 CTNNAL1 EIF1 KIF13B PARP4 ST6GALNAC2 TMX4 TSPAN3 MEISSNER_BRAIN_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3K27ME3 ADAMTS14 AEBP1 ALDH1A3 ALX1 ALX3 ALX4 AMN ANKRD53 AQP5 ATP2A3 B3GNT3 B4GALNT2 BARHL1 BARHL2 BARX1 BCL3 BHLHE23 BMP8B BNC1 CALB2 CALCR CBLC CDCP1 CDX1 CDX2 CELSR1 CHAT CHMP4C CHRNA3 CLDN3 CLDN4 CLDN7 COL13A1 COL8A2 CRB3 CRLF1 CYP24A1 CYP26A1 CYP4F22 DBX1 DHH DIO3 DLK1 DLX3 DLX4 DMBX1 DMC1 DMGDH DMRT1 DMRT3 DMRTA1 DRAXIN DRD4 DRGX ECEL1 EMILIN3 EPCAM ERFE ESPN ESX1 EVX1 FAM89A FEV FFAR4 FGF17 FGF20 FGF3 FGF4 FGF8 FGFR4 FOXA2 FOXB1 FOXB2 FOXC2 FOXD2 FOXD3 FOXD4 FOXE1 FOXE3 FOXL1 FOXN4 GAL GATA3 GATA4 GATA5 GBX1 GBX2 GDF7 GFI1 GFRA3 GJA3 GLP1R GNAS GNMT GPR50 GRB10 GRIN3B GSC GSX2 HAND1 HAND2 HELT HES2 HES3 HMGA2 HMX1 HMX2 HMX3 HNF1B HOXA10 HOXA11 HOXA13 HOXA4 HOXA5 HOXB4 HOXB5 HOXB6 HOXB7 HOXB9 HOXC11 HOXC12 HOXC13 HOXC4 HOXC5 HOXC8 HOXD1 HOXD10 HOXD11 HOXD12 HOXD13 HOXD8 HOXD9 IGF2 IGF2BP1 IGF2BP3 IGFBPL1 IKZF3 IL12RB2 INSM2 INSRR IRF6 IRS3P IRX2 IRX4 IRX6 KCNE5 KCNK15 KCP KDF1 KRT18 KRT19 KRT7 LARGE2 LBX1 LBX2 LGR6 LHX1 LHX3 LHX5 LHX8 LMX1A LMX1B LOXL1 LTBP2 MAFA MARCKSL1 MESP1 MFSD6L MIXL1 MMP2 MNX1 MYOD1 NAGS NCMAP NEUROG1 NEUROG3 NKX2-1 NKX2-4 NKX2-5 NKX3-2 NKX6-1 NOTCH3 NPAS1 NPY NTF4 OLIG3 ONECUT3 OTOP1 OTP OVOL1 PAX1 PAX2 PAX7 PCSK9 PDX1 PHOX2A PITX1 PITX2 PKP1 PLBD1 PLEKHG6 POU2F3 POU4F2 POU4F3 PPM1N PRDM13 PRDM14 PRDM6 PROM2 PRR5 PRRX2 PRSS50 PTF1A PYY RAX RBMXL2 REM1 RHCG RSPO4 SALL4 SCARF2 SCNN1B SFRP5 SIM1 SIM2 SIX1 SIX2 SIX6 SLC18A2 SLC18A3 SLC30A2 SLC44A3 SLC47A1 SLC47A2 SLC5A5 SLC6A2 SPAG16 SPAG6 SPINT1 TBX1 TBX21 TBXT TCFL5 TDH TDRD6 TFAP2C TFAP2E THBS4 THEM7P TLX1 TLX2 TLX3 TMEM171 TMEM30B TMEM54 TNFAIP2 TNXB TP73 TPM2 TRPV4 UNCX UTF1 VAX2 VSX2 WDR86 WNT10B WNT2B WNT3 WNT3A WNT7B WT1 ZNRF4 MEISSNER_BRAIN_HCP_WITH_H3K4ME2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3K4ME2 ANK1 AUNIP B3GNT8 BASP1 CD164L2 COL23A1 DLGAP1 FAM83F FRAT1 HSD11B2 KL LANCL3 MESP2 MYO5C NRXN2 SHISA7 TGIF2 YBX2 MEISSNER_BRAIN_HCP_WITH_H3K4ME2_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3K4ME2_AND_H3K27ME3 ACAN AQP3 ARID3C ARTN ATOH1 BMP8A CHST6 COL2A1 COMP CRABP1 DUSP9 EMID1 EOMES FAM83G FLNC FOXA1 FOXI2 GALR2 GDF6 HCK HOXA1 HROB HTRA3 IHH IL27RA ILDR1 ITGB4 KCNQ1 LHX6 LOXL2 LPAR3 LRRC15 MAPK13 MCOLN2 MPIG6B NR4A3 NRTN OXT PITX2 PPIC PRPH RAB37 SBSPON SHISA3 SLC34A2 SLC6A4 SOWAHD SPHK1 TCEA3 TCP11 TEAD2 TMPRSS2 TNFSF11 TSC22D3 TWIST1 USH1G VGLL2 VSX1 VWA2 WNT9B MEISSNER_BRAIN_HCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3K4ME3_AND_H3K27ME3 A4GALT ABAT ABHD15 ABLIM3 ABT1 ABTB2 ABTB3 ACE ACER2 ACP7 ACSF2 ADA ADAMTS15 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS5 ADAMTS7 ADAMTS8 ADAMTSL5 ADAP2 ADCY7 ADGRB2 ADGRE5 ADGRG6 ADGRV1 ADORA2A ADORA2B ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB2 AFAP1L1 AFAP1L2 AGPAT2 AHNAK AIF1L AJUBA ALDH1A2 ALOX12 ALPL ALS2CL AMIGO2 ANKRD33B ANKRD63 ANLN ANO1 ANO5 ANTXR2 ANXA2 AP1M2 AP1S3 AREG ARG2 ARHGAP10 ARHGAP11A ARHGAP27 ARHGAP28 ARHGAP29 ARHGEF17 ARHGEF26 ARHGEF39 ARX ASAP3 ASCL1 ASCL2 ASIC2 ASPM ASS1 ATF3 ATOH8 ATP10A ATP12A ATP1B1 ATP6V1C2 ATP7B ATP8B1 AVPR1A B3GAT2 B3GNT5 BACE2 BAG3 BAIAP2L1 BARX2 BATF3 BCAN BCAR3 BCL2L11 BDNF BFSP1 BHLHA9 BHLHE22 BIK BMP2 BMP3 BMP6 BMP7 BNC2 BOLL BUB1 BVES C12orf56 C1QL1 C1QL2 C1QL3 C1QTNF4 C1orf115 C2CD4C C4orf19 C6orf141 CA10 CA4 CABP7 CACNA2D2 CACNG4 CARD10 CARHSP1 CARTPT CASZ1 CAVIN1 CBFB CBLN1 CBLN2 CBLN4 CBS CCBE1 CCDC102A CCDC125 CCDC3 CCDC88C CCKBR CCN1 CCN2 CCN3 CCNA1 CCND1 CCNO CD24 CD248 CD302 CD63 CD83 CD9 CDC14A CDC42EP1 CDCA7 CDH1 CDH13 CDH22 CDK1 CDK18 CDKN1C CDKN2A CDKN2B CEMIP CERKL CFAP206 CFAP299 CGAS CGNL1 CH25H CHRD CHRNA5 CHRNB2 CHST7 CHST8 CIMAP1B CISH CLCF1 CLDN11 CLDN23 CLDN5 CLIC5 CLIC6 CLSPN CMTM7 CMTM8 CNIH3 CNKSR3 CNN2 CNNM1 CNTN2 COA6 COCH COL12A1 COL15A1 COL18A1 COL19A1 COL26A1 COL27A1 COL5A1 COLEC12 COPZ2 CORIN CPNE2 CPNE5 CPNE7 CPNE9 CPT1A CPXM1 CRACR2B CREB3L1 CRISPLD2 CRTAC1 CRYBA2 CSPG4 CSRP2 CTDSP1 CTSH CWH43 CXADR CXCL12 CXCL14 CXCL16 DAB2 DAPK2 DBX2 DCXR DDAH2 DDIT4L DEPDC1B DHRS3 DIPK1C DIRAS2 DISC1 DLC1 DLL3 DLL4 DLX1 DLX2 DLX5 DMRT2 DMRTA2 DNAAF6 DNAH11 DOCK1 DOCK5 DOCK8 DOK1 DPP10 DPP6 DPYSL5 DRD2 DRD5 DSG2 DTL DUSP10 DUSP4 DYSF E2F2 E2F7 E2F8 EBF1 EBF2 EBF3 EBF4 ECHDC2 ECT2 EDARADD EDN3 EFHD1 EFNA5 EGFLAM EGFR EGLN3 EGR2 EGR3 EGR4 EIF4EBP1 ELFN1 EMB EMILIN2 EMP2 EMX1 EMX2 EN1 EN2 ENPP1 ENTPD2 EPAS1 EPB41L1 EPHA2 EPHA3 ERBB2 ERBB3 ERBIN ERICH2 ESRP2 ESRRB ESYT3 ETNK2 EVA1A EVA1B EYA1 EYA4 EZR F11R F2RL1 F3 FAM110C FAM163A FAM181B FAT4 FBLN2 FBLN7 FBXL7 FEZF2 FGF11 FGF19 FGF5 FGF9 FGFR2 FGFR3 FHDC1 FHL3 FIBCD1 FIGN FLI1 FLT1 FLVCR2 FN1 FOSL1 FOXC1 FOXD1 FOXF1 FOXF2 FOXJ1 FOXL2 FOXP4 FOXQ1 FREM2 FRMD4B FRZB FST FUT4 FXYD6 FZD10 FZD2 FZD5 FZD6 FZD7 GAB1 GAD1 GAD2 GADD45B GALNT14 GALNT3 GALNT6 GALR1 GALR3 GAS1 GATA2 GATA6 GCH1 GCNT1 GDNF GFRA1 GHSR GIPC2 GIPC3 GJB2 GJB6 GJC1 GJD2 GJD3 GLDC GLDN GLI2 GLI3 GLIPR2 GLIS1 GLIS3 GNA14 GNAL GNAS GNG13 GPC3 GPC5 GPR139 GPR150 GPR26 GPR83 GPR88 GPRC5C GREM1 GRHL2 GRHL3 GRID2IP GRIK3 GRIN2C GRM8 GRTP1 GSX1 GUCY2D GULP1 GXYLT2 GYPC H1-5 HAPLN4 HAS3 HCN1 HCN4 HCRTR1 HES1 HEYL HHEX HHIP HIC1 HJURP HK2 HLX HMCN1 HRH1 HRH3 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST5 HS3ST6 HSPA2 HTR1A HTR1B HTR1F HTR2C HTR7 HTRA1 HTRA4 ICAM5 ICOSLG ID2 ID3 ID4 IER2 IGDCC3 IGF2BP2 IGFBP2 IGFBP4 IGFBP5 IGFBP7 IGSF21 IKZF1 IL17RA IL17RB IL17RD IL4R IL7 INA INAVA INHBB IRAK3 IRF5 IRF8 IRS4 IRX1 IRX3 IRX5 ISL1 ISL2 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGB5 ITPKA ITPKB ITPR3 ITPRIPL2 JAG1 KANK1 KANK4 KCNA3 KCNA7 KCNC3 KCNF1 KCNG3 KCNH1 KCNH2 KCNH3 KCNH8 KCNJ10 KCNJ4 KCNJ6 KCNJ8 KCNK12 KCNK13 KCNK6 KCNK9 KCNQ2 KCNS3 KCTD1 KCTD11 KDELR3 KDR KIAA1217 KIF18B KIF23 KIF26B KIRREL2 KISS1R KIT KITLG KLF2 KLF4 KLHL14 KLK8 KLRG2 KREMEN2 L3MBTL4 LAD1 LAMA1 LAMB1 LAMC2 LAMC3 LDLRAP1 LEF1 LEMD1 LFNG LGALS3 LGR5 LHFPL2 LHFPL5 LHFPL6 LHX2 LHX9 LIN7A LITAF LLGL2 LMO1 LOX LOXL4 LPCAT2 LPL LRP2 LRP5 LRRK1 LTB4R2 LTBR LY75 LYN LYPD1 LYZL4 MAF MAFB MAFF MAL MAL2 MAP3K20 MAP3K21 MAP3K6 MAPK12 MARVELD3 MAST1 MATN4 MBNL3 MBOAT1 MCAM MCIDAS MCUB MDFIC MDGA1 MECOM MEGF11 METRN MFSD2A MGARP MGAT5B MINAR1 MKX MLKL MLXIPL MMP14 MMP23B MMP25 MMP28 MOB3B MOCOS MOXD1 MSX1 MSX2 MTFR2 MTUS1 MYB MYBL2 MYCN MYO10 MYO16 MYO5B MYOCD N4BP3 NAPRT NBL1 NCAPH NDNF NDRG1 NDRG2 NECTIN2 NEFH NELL1 NES NEUROD1 NEUROD2 NEUROG2 NFATC1 NFATC2 NFE2L2 NFE2L3 NFIB NFIX NGF NHERF1 NIBAN1 NID2 NIFK NIPAL4 NKD2 NKX1-2 NKX2-2 NKX3-1 NKX6-2 NME2 NODAL NOG NOTCH1 NOTUM NOX4 NPNT NPR1 NPR3 NPTX2 NPY5R NR2E1 NR4A2 NRARP NRG3 NRIP3 NTF3 NTN1 NTN4 NTSR1 NTSR2 NUAK2 NXN NXNL2 NXPH3 NXPH4 OAF OCLN OLIG1 OLIG2 ONECUT1 ONECUT2 OPRD1 OR2I1P OSMR OSR2 OTX1 OTX2 OVOL2 OXTR P2RX2 P2RX5 P2RY1 P2RY2 PAPPA PAQR5 PAQR9 PARP14 PAWR PAX3 PAX6 PCDH17 PCDH8 PDE10A PDE1B PDE3A PDE4A PDE5A PDE8A PDE9A PDGFD PDGFRA PDLIM1 PDLIM2 PDLIM5 PDZRN3 PEAR1 PENK PERP PGF PGM5 PHLDA2 PHLDB2 PIF1 PIK3AP1 PIK3R5 PIMREG PITX3 PKDREJ PKIB PKP2 PLAG1 PLCG2 PLD5 PLEKHA2 PLEKHF1 PLEKHG3 PLK5 PLLP PLOD2 PLPP2 PLPP3 PLPP4 PLTP PLXNA4 PMAIP1 PMP22 PODN PODXL POPDC3 POU3F2 PPARA PPARGC1B PPL PPM1J PPM1L PPP1R14A PPP1R1B PPP1R3B PRDM1 PRDM16 PRDM8 PRKCH PRKCQ PRKCZ PRKG1 PRLHR PRODH PROK2 PROKR2 PROM1 PROS1 PROX1 PRR5L PRRG4 PRSS12 PRSS23 PSTPIP2 PTCH2 PTGER2 PTGER3 PTGER4 PTGIS PTH2 PTHLH PTPN14 PTPN18 PTPN3 PTPN5 PTPRB PTPRK PTPRO PTPRU PXDC1 QRFPR RAB11FIP1 RAB20 RAB3B RALYL RAP1GAP2 RASEF RASGRF1 RASGRF2 RASSF10 RASSF7 RBP4 RBPMS RBPMS2 RCSD1 RELN RERG RET RGS10 RGS6 RGS7BP RGS9BP RHBG RHOC RIN3 RIPK4 RIPPLY3 RNF152 RNF220 ROR1 ROR2 RPRM RPRML RRAD RRAS2 RRM2 RSPO1 RSPO2 RSPO3 RUNX1 S100A11 S1PR1 S1PR3 SALL1 SALL3 SAPCD2 SASH1 SATB1 SATB2 SCARA3 SCIN SCN4B SCN5A SCNN1G SCRT1 SCUBE1 SCUBE2 SCUBE3 SDC1 SDC4 SEC31B SELENOV SEMA3C SEMA3F SEMA5B SERINC2 SERPINE2 SERTM1 SEZ6L SFI1 SFMBT2 SFRP1 SFRP2 SGO1 SH3PXD2A SHC4 SHE SHISA2 SHISA6 SHISAL2B SHOX2 SHROOM1 SHROOM3 SIDT1 SIGIRR SIX3 SIX4 SKAP2 SLC12A4 SLC12A7 SLC13A3 SLC13A5 SLC16A10 SLC16A12 SLC16A3 SLC16A9 SLC1A3 SLC1A5 SLC22A3 SLC24A4 SLC25A13 SLC25A21 SLC26A4 SLC27A2 SLC29A4 SLC2A4 SLC30A10 SLC30A3 SLC32A1 SLC35D3 SLC39A8 SLC43A1 SLC44A5 SLC4A11 SLC4A4 SLC6A1 SLC6A11 SLC6A17 SLC7A10 SLC7A2 SLC9A2 SLC9A3 SLCO2A1 SLCO4C1 SLCO5A1 SMAD6 SMAGP SMC4 SMO SMOC1 SMOC2 SMTNL2 SNAI1 SNCAIP SNED1 SNTB1 SNTG2 SNX22 SNX33 SNX7 SNX8 SORCS2 SOWAHA SOWAHB SOX1 SOX1-OT SOX13 SOX18 SOX2 SOX21 SOX3 SOX7 SOX9 SP5 SP8 SP9 SPC25 SPIDR SPON1 SPRY4 SPSB4 SSTR1 ST14 ST6GALNAC2 ST8SIA2 STAC STAC2 STAT5A STIL STK17B STK32A STOM STRIP2 STXBP6 SULF2 SVEP1 SVIL SWAP70 SYNE3 SYNGR2 SYNGR3 SYPL2 SYT13 SYT14 SYT2 SYT6 TACR3 TACSTD2 TAFA2 TAGLN2 TAP1 TBR1 TBX15 TBX18 TBX2 TBX3 TC2N TCERG1L TCF15 TCF7L2 TEAD4 TEC TENM4 TENT5B TES TESC TFCP2L1 TGFB1 TGFB2 TGFBR2 THBD THEMIS2 THPO THSD7B TICRR TIFA TLL1 TLL2 TMC6 TMEM108 TMEM151B TMEM163 TMEM181 TMEM37 TMEM51 TMEM63A TMEM98 TNFAIP8 TNFAIP8L3 TNFRSF10B TNS3 TOP2A TP53I11 TPBG TPM1 TRHDE TRIL TRIM14 TRIM25 TRIM36 TRIM47 TRIM58 TRNP1 TRPM3 TRPM6 TSKU TSPAN12 TSPAN15 TSPAN18 TTK TUBA1C TUBB2B TUBB6 TWIST2 TXNIP UACA UBE2C UCN UCP2 UHRF1 UNC13B UNC5B USP18 UTRN VAMP5 VASH2 VAT1L VAV2 VAX1 VDR VGF VIM VIPR1 VIPR2 VSIG10 VSIR VSTM2B VSTM2L VSTM4 VWC2 WIF1 WNK4 WNT1 WNT10A WNT11 WNT4 WNT5A WNT6 WNT7A WNT9A WRAP73 WWTR1 ZBTB7B ZBTB7C ZC3H12A ZC3HAV1 ZFP36 ZFP36L2 ZIC1 ZIC2 ZIC3 ZIC5 ZNF217 ZNF296 ZNF503 ZNF536 ZNF804A MEISSNER_BRAIN_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_HCP_WITH_H3_UNMETHYLATED ACTL7B ADAD1 BHLHA15 C19orf67 C5orf47 CAMKK2 DDX3X DDX4 DES DPEP3 EPPK1 EZHIP FKBP6 FSTL3 HORMAD1 HSF5 KCNG1 MAEL MSH4 MTARC1 MYCN NAA11 NPB NRK NSMCE3 OMP PAPOLB PDHA2 PHETA2 RNF17 SLC25A31 SPEG SPO11 SYCP1 SYCP2 SYCP3 TAF7L TDRD1 TNFRSF25 TTC22 MEISSNER_BRAIN_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_BRAIN_ICP_WITH_H3K4ME3 ATP6V1G2 C5orf34 CAPN1 CCDC160 COL6A2 CORO1A DRC3 FAM3A FOXS1 GDAP1L1 GGT7 KCNIP2 LSG1 MPI NCKAP5 NOSIP PAK5 PAK6 PPP2R3C PRPF31 RAB13 RBM4 RNF208 RPL19 RTTN SHANK2 STOML1 TBC1D22B TRIQK WDR83OS ZIK1 MEISSNER_ES_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_ES_ICP_WITH_H3K4ME3 ATP6V1G2 C5orf34 CAPN1 CCDC160 COL6A2 DRC3 EPPK1 FAM3A GDAP1L1 KCNIP2 LSG1 MPI NCKAP5 NOSIP PAK6 PALM3 PPP2R3C PRPF31 RAB13 RBM4 RNF208 RPL19 RTTN S1PR4 SHANK2 STOML1 TAL2 TBC1D22B TLR2 TRIQK WDR83OS ZIK1 MEISSNER_ES_ICP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_ES_ICP_WITH_H3K4ME3_AND_H3K27ME3 ADAM33 CNMD CORO1A EPN3 EVPL FOXS1 GGT7 LYL1 MOGAT1 PAK5 PROKR1 TNFRSF13C TSPAN11 TSSK3 MEISSNER_NPC_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3K27ME3 AJM1 ALX1 ALX3 ATP12A ATP2B2 B4GALNT2 BHLHE23 C1QTNF4 CA10 CARTPT CBLN2 CCKBR CDX2 COL15A1 CRB3 CYP2S1 DIO3 DMRT1 DRD2 FEZF2 FOXL1 FOXN4 FSTL4 GATA5 GFI1 GPR139 GPR37 GRM7 GSX2 HCK HES2 HNF1B HOXA10 HOXA11 HOXB4 HOXB5 HOXB6 HOXB7 HOXB9 HOXC11 HOXC12 HOXC13 HOXC8 HOXD10 HOXD12 HOXD9 HTR1A IGF2BP1 JHY KCNK15 KCNQ1 LHX5 MESP1 MIXL1 NELL1 NEUROG3 NKX2-5 OTOP1 OTP PAX7 PDX1 POU2F3 PPM1N PRDM13 PRKCZ PYY RIPK4 SCNN1G SFRP5 SIGIRR SIX6 SLC7A14 ST8SIA3 TCFL5 TFAP2C TMEM114 TMEM181 VSTM2L WNT10A MEISSNER_NPC_HCP_WITH_H3K4ME2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3K4ME2 AATK ABCA2 ABCB4 ABLIM3 ABR ACBD4 ACE ACHE ACOT12 ACSS1 ADA ADAM11 ADAM23 ADAMTS18 ADAMTS19 ADAMTS5 ADAMTSL4 ADAP2 ADCY3 ADRA1B ADRA1D ADRB2 AEBP1 AGBL4 AGTRAP AIFM2 AIG1 AK8 ALDH1A3 ALPL ALX4 ANK1 ANKRD13D ANKRD35 ANXA2 AQP5 ARC ARHGAP28 ARHGAP29 ARHGDIG ARHGEF25 ARVCF ATP1A3 ATP9A AVPR1A B3GALT4 B3GNT5 BARX1 BATF3 BCL11A BCORL1 BMP3 BMP7 BOLL BRINP1 BRSK2 BSN BTBD6 C16orf74 C18orf21 C19orf12 C19orf67 C2CD4C C2orf88 C8orf34 CACNA1B CACNA1G CALB2 CAMSAP3 CARD10 CASD1 CBS CCDC116 CCDC122 CCDC17 CCDC184 CCDC3 CCNA1 CCNB2 CD248 CDKN1C CEBPB CELF4 CEP170B CFAP20DC CGAS CH25H CHD5 CHGB CHRNA7 CHRNB2 CIB2 CLMP CNIH2 COL12A1 COL16A1 COL18A1 COL23A1 COL25A1 COL2A1 COL9A3 COMP COPZ2 CPLX2 CPXM1 CPXM2 CREB3L1 CREG2 CRLF1 CSRP1 CTSF CYB561 CYP46A1 CYRIB CYS1 DAPK2 DCAF12L2 DECR1 DIPK1B DIPK1C DIRAS2 DLEU7 DLK1 DLL3 DLX4 DNAJA4 DNAJC15 DNAJC6 DNM1 DOC2A DPP6 DPYSL4 DRD4 DTX1 DUSP15 DUSP18 DYNC1I1 DYSF EBF2 EDARADD EFNA2 ELAVL2 ELOVL2 EMILIN2 EMP2 EPB41L3 EPCAM EPOP ERFE ESPN FA2H FAM20A FAM241B FAM83F FBLN2 FBXL21P FCHO1 FGF12 FGF18 FGF2 FGF4 FHDC1 FLNC FMNL1 FOXA2 FZD6 GAD2 GALNT12 GALR2 GAS6 GATA3 GDA GDF10 GDF7 GIPC3 GLT1D1 GNAL GNAZ GOLGA7B GP1BB GPC3 GPR101 GPR150 GPR153 GPR50 GPRIN1 GRHL3 GRIK2 GRIK4 GRIN2D GRK3 GRTP1 GSC GULP1 H1-0 HAPLN4 HAS3 HES3 HFM1 HHIPL1 HIC1 HMGA1 HOXD8 HPS1 HPS6 HRH1 HS3ST3A1 HSD11B2 HTR1B HTR6 HYI IKZF1 IL10RB IL13RA1 IL17RA IL4R IL7 INSM1 IRF8 IRX6 ITGB3 ITPKA ITPR3 KCNB1 KCNE5 KCNF1 KCNH4 KCNJ10 KCNJ8 KCNK2 KCNK6 KCNQ4 KCTD15 KIAA1217 KIAA1755 KIF16B L3MBTL1 LGI2 LGR6 LHFPL4 LHX9 LIF LLGL2 LMTK2 LMX1B LOX LOXL2 LPAR3 LPGAT1 LRRC3 LRRC3B LRRC75A LRRK1 LRTM2 LSR LTBP4 LTK LY6E LY75 LYZL4 MAP4K2 MAP7 MAP7D2 MAPK8IP1 MARCHF10 MARCHF11 MARCHF4 MARCHF9 MATK MBP MFHAS1 MFSD2A MFSD4A MFSD4B MGAT5B MLKL MLXIPL MN1 MND1 MPG MT2A MTMR7 MTUS2 MXRA7 MYO1C MYO5B N4BP3 NECAB2 NENF NET1 NEURL1 NEXN NFATC2 NFE2L3 NHERF2 NKD2 NKX1-2 NKX3-1 NKX6-2 NMB NMI NNAT NPR2 NPTX2 NPY NRG3 NRIP3 NRK NRTN NSD1 NSUN7 NTF4 NXNL2 OLFM1 OLFML2B ONECUT2 OSBP2 OTUD7A PACSIN1 PARP12 PATJ PCDHAC1 PCED1B PDE4DIP PDE8A PDLIM1 PEAR1 PERP PEX7 PGAP2 PGF PIK3AP1 PITPNM3 PKP2 PLAGL1 PLD2 PLEKHA2 PLPP2 PLPPR4 PLPPR5 PLS1 PLXDC1 PM20D2 POPDC3 PPP1R14A PRDM8 PRICKLE2 PRIMA1 PRKG2 PRR5 PRRG4 PRRX2 PTGR2 PTHLH PTPRB PTPRE RAB37 RAB43 RAC3 RADIL RAI1 RAMP2 RAP1GAP RAPGEFL1 RASAL1 RASGRP1 RAVER2 RBFOX1 RBP4 RCAN2 RCSD1 REEP2 RFTN1 RFX2 RHOF RIMKLA RIMS1 RNF144B ROR2 RRAD RSPO4 RTL6 RTN1 S100A11 SAMD10 SBSPON SCN1B SCUBE2 SEMA3F SEMA4B SEMA4D SERTAD4 SETD6 SHCBP1L SHE SHISA7 SIDT1 SLC12A7 SLC16A12 SLC16A9 SLC1A6 SLC25A13 SLC27A2 SLC27A3 SLC2A4 SLC2A6 SLC32A1 SLC35F3 SLC37A1 SLC37A2 SLC44A1 SLC44A5 SLC4A3 SLC6A4 SLC8A3 SLCO5A1 SLIT3 SLITRK4 SMAD9 SMAGP SMPDL3A SNAI1 SNCB SNTA1 SNX22 SNX32 SOX1-OT SOX30 SPINT2 SPMIP4 SPOCK1 SPOCK2 SRRM4 SRSF12 STARD10 STK26 SVOP SYNC SYNGR3 SYPL2 SYT13 SYT6 TAGLN2 TC2N TCEA2 TCEA3 TCERG1L TCF7 TENT5B TERT TES TLCD4 TLL2 TM6SF1 TMEM117 TMEM121B TMEM132D TMEM151B TMEM238 TMEM62 TNFAIP8L3 TNFSF11 TPM1 TRIM14 TRIM65 TRNAU1AP TRPM3 TRPV4 TSC22D3 TTC34 TTC39A TTC9B TWIST2 UCKL1 UCP2 UNC119 USP2 VDR VIPR2 VWA1 WDR31 WNK4 WNT2 WNT2B WTIP XK YBX2 YDJC ZC3HAV1 ZDHHC23 ZFTA ZMAT4 ZNF804A MEISSNER_NPC_HCP_WITH_H3K4ME2_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3K4ME2_AND_H3K27ME3 A4GALT ABCG1 ACAN ACTL6B ADAMTS2 ADGRB1 ADRA2C AFF3 AGPAT2 AHNAK AHR ALDH1A2 ALK AMER3 AMIGO2 ANKRD34B ANKRD63 ARID3C ASCL2 ATP2B2 ATP2B3 ATP6V1C2 B3GNT7 BAIAP2L1 BICDL1 BIK BMP6 BMP8A BNC1 BNC2 C12orf56 C1QL1 C1QL2 CA7 CABP7 CACNA1I CACNA2D2 CADM3 CADPS CADPS2 CALCR CASZ1 CBLN4 CCDC92B CDH1 CDH11 CDH8 CDK5R2 CELSR1 CHAT CHRNA4 CITED4 CLCF1 CLGN CLSTN2 CNNM1 CNTN2 COBL COL13A1 COLEC12 CPEB1 CPLX1 CPNE5 CRABP1 CRHR1 CRTAC1 CRYBA2 CXCL14 CYP26A1 DACT2 DBX1 DLGAP2 DLX3 DLX5 DMBX1 DMRT2 DMRT3 DNAH11 DOCK8 DOK4 DPP10 DSCAM DSCAML1 ECEL1 EGFLAM EIF4E3 ELAVL3 EMX1 EVA1A EVX1 FAM163B FAM43B FAM78A FAM89A FBLL1 FEV FFAR4 FGF3 FGF8 FIBCD1 FLI1 FLT3 FOXB2 FOXC2 FOXD3 FOXD4 FOXE1 FOXE3 FOXF1 FOXF2 FOXG1 FOXQ1 GABBR2 GABRA5 GABRB1 GABRG3 GALNT13 GALNT14 GALR3 GATA2 GATA6 GBX1 GDNF GHSR GJA3 GJB2 GJD2 GJD3 GNAS GNG4 GPR27 GRIK3 GSX1 HCN1 HCN2 HCRTR1 HELT HMX1 HMX2 HMX3 HOXA13 HOXC5 HOXD1 HOXD11 HOXD13 HR HRH3 HRK HS3ST6 HTR7 IGF2 IGFBPL1 IGSF21 IHH IKZF3 INSM2 IQSEC3 IRF5 ISL1 ITGA3 JAG2 JPH3 KCNA1 KCNA3 KCNA7 KCNC4 KCNG3 KCNH1 KCNH8 KCNK1 KCNK12 KCNK3 KCNQ2 KCNS2 KCNS3 KCTD8 KIRREL2 LAD1 LAMA1 LBX1 LEMD1 LHX6 LHX8 LMX1A LRRC26 LTBP2 LY6H MAFA MAL MAP3K21 MAST1 MCIDAS MMP24 MROH5 MSC MSX2 MYRIP NALF1 NALF2 NEFH NEUROD2 NFATC2 NKX2-1 NKX2-4 NKX6-1 NOG NOTUM NPAS1 NPAS2 NPR3 NPTXR NXPH3 OAF OCLN ONECUT3 OPRD1 OVOL1 OVOL2 P4HA2 PAPPA PAQR9 PARD6B PAX1 PAX2 PAX3 PDGFB PENK PGBD5 PHF24 PHLDA2 PITX1 PLD5 PLK5 PLPPR3 PODN POU4F2 POU4F3 PPP2R2C PRDM16 PRDM6 PRMT8 PROK2 PROKR2 PRPH PRR16 PTF1A PTGER3 PTGFRN PTH2 PTPRN2 PTPRT RAB11FIP1 RAB11FIP4 RALYL RAP1GAP2 RASGEF1C RASGRF1 RBFOX3 RERG RET RGS6 RPRML RSPO1 RTN4R RYR2 SALL4 SCN4B SCN5A SCRT1 SCUBE1 SCUBE3 SEMA7A SERINC2 SFRP1 SGPP2 SHISA6 SIM1 SIM2 SIX2 SLC12A5 SLC18A3 SLC22A3 SLC26A4 SLC30A10 SLC30A3 SLC6A17 SLC9A2 SLCO4C1 SMOC2 SNTG1 SORCS3 SOWAHB SOX18 SP8 SPINT1 SPIRE2 SPTBN2 SRCIN1 ST6GAL2 ST8SIA6 STAC2 STBD1 STUM STX3 STXBP2 STXBP5L SULT4A1 SYNDIG1L SYNE3 SYT12 SYT14 SYT2 TBX1 TBX21 TBX3 TBXT TCF15 TDRP TESC TGFB1 TLX1 TLX2 TLX3 TMEM132E TMEM150C TMEM151A TMEM163 TP73 TRNP1 UCN UNC5D UNCX UTF1 VAT1L VAX1 VGLL2 VIPR1 VSX1 VWA2 WNT1 WNT3A WNT4 WNT6 WNT9A WNT9B WSCD2 XKR4 XKR7 ZNF296 ZNF536 MEISSNER_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3 ABLIM2 ADAMTS8 ADORA1 ADORA2B ADRA2A ADRA2B AK5 ANKRD33B ARG2 ARHGAP44 ATOH1 ATOH8 ATP7B B4GALNT3 BHLHE22 BMF CAMKK1 CBLN1 CCDC85A CCNO CDH22 CDKN1A CDS1 CELSR3 CHRNA5 CHST8 CLDN23 COCH COL27A1 CSMD1 CWC22 CXCL12 DISP3 DLL4 EFCC1 EGR4 ELFN1 ELMOD1 EMB EOMES EPB41L1 EPHA10 EPHA2 ERBB3 ESRRB ETNK2 FBXO43 FGF11 FGF19 FGF5 FGF9 FHL2 FLT1 FOXB1 FOXO6 FRMD5 GAD1 GALNT3 GCH1 GDF6 GNAL GPAT3 GPC5 GPR45 GPR88 GPRC5C GREM1 GRM8 HCN4 HOXC4 ICA1L IGF2BP2 INA INF2 JPH1 KANK4 KCNH3 KCNJ4 KCNMA1 KHDRBS2 KIAA1549L KIF26B KIF5C KLHDC8A KNDC1 LMO2 MAP3K9 MAPK8IP2 MEGF11 MNX1 MYO1D NDRG1 NEFL NEFM NEUROG1 NEUROG2 NMNAT2 NPPC NRARP NTNG1 NXPH4 P2RY2 PCDH8 PDE4A PITX2 PLAG1 PLEKHG3 PLTP PLXNA4 PTPN5 PTPRU RAB15 RAB20 RASGEF1B RASSF5 RELN RGS9BP RNF152 RSPO2 SATB1 SFI1 SH3RF3 SLC24A2 SLC24A4 SLC35D3 SLC35F2 SMAD6 SOX1 ST8SIA2 STK32C SYNM TEAD4 TENM4 TMTC4 TSPAN18 TUB TUBA4A UNC5A VGF VSTM2B WDR20 WNK2 WNT11 MEISSNER_NPC_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_HCP_WITH_H3_UNMETHYLATED AARD ABCB1 ABCB9 ABCC8 ABCG4 ABTB3 ACOT6 ACP7 ACTL7B ADAD1 ADAMTSL5 ADCY7 ADGRE5 ADGRG2 ADGRV1 ADORA2A ADSS1 AFAP1L1 AFAP1L2 AGBL2 ALDH1B1 ALOX12 AMN ANKRD53 ANO1 ANO5 ANXA11 AP1G2 AP1M2 AP1S3 AQP3 ARHGAP27 ARHGEF4 ARSI ARSJ ARTN ASIC2 ASS1 ATP2A3 B3GNT3 B3GNT8 BARHL1 BASP1 BCAT1 BCL3 BFSP1 BHLHA15 BHLHA9 BIRC3 BMP8B BSPRY C1orf115 C1orf216 C20orf144 C5orf47 C9orf50 CA4 CACNG2 CALN1 CAMKK2 CAMKV CASP8 CASTOR1 CAVIN1 CAVIN3 CBLC CCDC106 CCDC125 CCDC158 CCN2 CCN3 CD164L2 CD302 CD83 CDCP1 CDK18 CDKL1 CDO1 CDX1 CERKL CHCHD10 CHMP4C CHRNA3 CHST6 CIMAP1B CLDN11 CLDN3 CLDN4 CLDN5 CLDN7 CLIC6 CLVS2 CMTM7 COL26A1 COL8A2 CORIN CPNE7 CPNE9 CRACR2B CRISPLD2 CRPPA CSPG4 CST6 CTSH CTSZ CUL9 CWH43 CXCL16 CYBA CYGB CYP24A1 CYP2R1 CYP4F22 CYP4V2 DAZL DBX2 DCDC2 DDIT4L DDX3X DDX4 DES DHH DHTKD1 DKK3 DLGAP1 DMC1 DMGDH DMRTA1 DNAAF6 DNAJB3 DOC2B DPEP3 DPP6 DRD5 DRGX DSC2 DSG2 DUSP26 DUSP9 ECE2 ECHDC2 EDN3 EEF1A2 EFNB3 EHBP1L1 EMID1 EMILIN3 ENTPD2 EOGT EPPK1 EPS8L2 ESRP2 ESYT3 EVA1B EVC EZHIP F11R F2RL1 FABP3 FADS3 FADS6 FAH FAM110C FAM163A FAM83G FAR2 FBLN7 FBRSL1 FBXO17 FGF16 FGF17 FGF20 FGF22 FGFR4 FKBP6 FLOT2 FLYWCH2 FOXI2 FSTL3 FUT4 GABRQ GAL GALNT6 GALR1 GCA GCNT1 GFRA2 GFRA3 GIPC2 GJB6 GLDN GLP1R GMIP GNA14 GNG13 GNMT GPR12 GPR156 GPR176 GPR26 GPR83 GPX3 GPX7 GRB10 GRHL2 GRIN2A GRIN2C GRIN3B GSAP GSDMD GSN GUCY2D GYPC HAND1 HEBP1 HENMT1 HEYL HHAT HIF3A HORMAD1 HS3ST2 HSF4 HSF5 HSPA12A HTATIP2 HTR1F HTR2C HTRA3 HTRA4 IFITM10 IGFBP6 IL12RB2 IL17RB IL27RA ILDR1 INSRR IRAK3 IRF6 IRS3P IRX4 ISYNA1 ITGA4 ITGB4 ITPRIPL2 KBTBD12 KCNA6 KCNG1 KCNH7 KCNIP1 KCNJ6 KCNK13 KCNK4 KCNK9 KCP KDF1 KL KLHL14 KLK8 KREMEN2 KRT18 KRT19 KRT7 KY L3MBTL4 LAMC2 LAMC3 LARGE2 LARP6 LBX2 LEKR1 LGALS3 LGI3 LHFPL5 LHX3 LHX9 LIAT1 LIN7B LINGO3 LOXL1 LOXL4 LPCAT2 LPL LRRC15 LTB4R2 LTBR LYPD6B MAB21L1 MAEL MAL2 MANSC1 MAP10 MAPK13 MARVELD2 MARVELD3 MATN4 MCOLN2 MCUB MESP2 METTL24 MEX3A MFSD6L MGARP MINAR1 MMP14 MMP2 MMP23B MMP25 MOCOS MOXD1 MPIG6B MPV17L MSH4 MTARC1 MYCN MYO5C MYOCD MYOD1 NAA11 NAGS NAP1L5 NAPRT NCMAP NCOA4 NDRG2 NGB NGF NIBAN1 NIPAL2 NIPAL4 NLGN2 NLRX1 NODAL NOX4 NPAS4 NPB NPEPL1 NPY5R NR4A3 NRXN2 NSMCE3 NTF3 NTSR1 NTSR2 OLFM2 OLIG3 OMP OR2I1P OSMR OXT OXTR P2RX2 P2RX5 P4HTM PAPOLB PAQR5 PARP14 PARVB PCDHGA11 PCNX2 PCSK9 PCTP PDE4DIP PDGFD PDHA2 PDLIM2 PGM5 PHACTR3 PHETA2 PHF1 PHOX2A PIK3R5 PITPNM1 PKDREJ PKIB PKP1 PLBD1 PLCD1 PLEKHG6 PLLP PLSCR4 PPL PPM1J PPP1R3B PRDM14 PRKAG2 PRKAR1B PRLHR PROM2 PRORSD1P PRR15 PRRG3 PRRT3 PRSS50 PSD2 PTGER2 PTGIS QRFPR RAB3B RAB42 RARB RARG RASD1 RASEF RASGRF2 RASL10A RASSF10 RAX RBM43 RBMXL2 REM1 RGCC RHBG RHCG RIC3 RIN3 RIPOR2 RIPPLY3 RMDN2 RNF17 RNF225 RNH1 RPP25 S1PR3 SCARA3 SCARF2 SCIN SCNN1B SCX SDR39U1 SEC31B SELENOV SEMA4F SGK3 SH3D21 SHD SHFL SHISAL2B SHROOM1 SHROOM3 SHTN1 SLC13A3 SLC16A11 SLC16A3 SLC18A2 SLC1A1 SLC22A4 SLC25A21 SLC25A31 SLC26A8 SLC2A12 SLC30A2 SLC34A2 SLC39A8 SLC44A3 SLC45A1 SLC47A1 SLC47A2 SLC5A5 SLC6A11 SLC6A2 SLC7A10 SLC9A3 SLCO2A1 SLIT1 SMC1B SOWAHA SOWAHD SOX7 SP5 SPAG16 SPAG6 SPATA32 SPEG SPMAP2L SPMIP6 SPO11 SPTBN4 SSH3 SSTR1 SSTR4 ST14 ST6GALNAC2 STAC STAT5A STK32A SYBU SYCE2 SYCP1 SYCP2 SYCP3 SYT16 TACR3 TACSTD2 TAF7L TAF9B TBR1 TCF20 TDH TDRD1 TDRD6 TERB1 TFAP2E TFCP2L1 THBD THBS4 THEM7P THEMIS2 THSD7B TMC8 TMCO4 TMEM171 TMEM30B TMEM37 TMEM54 TMEM59L TMPRSS2 TNFAIP2 TNFRSF10B TNFRSF25 TNXB TPM2 TRIM25 TRIM36 TRIM47 TRIM58 TRPM6 TSNAX TSPAN2 TTC22 TTC38 TUBB4A TUBG2 USH1G VAMP5 VSIR VSTM4 VSX2 WDR86 WNT10B WNT3 WT1 ZNF124 ZNF641 ZNRF4 MEISSNER_NPC_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_ICP_WITH_H3K4ME3 ATP6V1G2 C5orf34 DRC3 FAM3A LSG1 MPI NOSIP PPP2R3C PRPF31 RAB13 RBM4 RPL19 RTTN STOML1 TBC1D22B TLR2 TRIQK WDR83OS ZIK1 MEISSNER_NPC_ICP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MEISSNER_NPC_ICP_WITH_H3_UNMETHYLATED ADAM33 CNMD COL6A2 EPN3 EPPK1 EVPL FOXS1 H1-7 KRT85 LEP LYL1 MOGAT1 NCKAP5 PAK6 PALM3 PLEKHG4 PPIH PROKR1 S1PR4 SHANK2 TNFRSF13C TSSK3 TUBA3C MELLMAN_TUT1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MELLMAN_TUT1_TARGETS_DN AGO2 AKR1A1 AKR1C3 AKR7A2 ALDH1A3 ALDH2 ANKRD1 APLP1 APOE BLOC1S5 BNIP3 CAT CCNA1 CCNE2 CPEB1 CPEB3 CPSF6 DDX17 EID3 GSTA4 GSTK1 GSTT2 HAGH HMOX1 IDH2 KLF10 KLF12 KLF5 KLF7 MGST3 NDUFS1 NQO1 NUDT21 PACSIN1 PACSIN3 PARN PCF11 PRDX1 PTBP2 PTPMT1 RAC3 RBM25 SCARA3 SHANK3 SNX10 TALDO1 TXNDC11 MELLMAN_TUT1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MELLMAN_TUT1_TARGETS_UP ATF6 CSNK2A1 DDX52 G6PD LARP1 MTHFD2 MTHFD2L NDUFV3 PAPOLG PTBP1 RPL23 RPL31 SDR42E1 SF3A2 SF3B6 SLU7 SNX13 SNX17 TKT TXNDC2 MENSE_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MENSE_HYPOXIA_UP ABCB6 ADM ALDOC ANG ANGPTL4 ANKRD37 ASPH ATF3 BHLHE40 BHLHE41 BNIP3 BNIP3L C4orf3 CDK19 CEBPB CEBPD CLK3 CLPB CTTN DIDO1 DPCD EEF1AKMT3 EGLN1 ELL2 ENO2 ERICH1 ERO1A FAM110C FAM13A FAM162A FOXD1 FUT11 GADD45A GBE1 GNA13 GOSR2 GPI GPRIN3 HCFC1R1 HILPDA HK2 INSIG1 INSIG2 JMJD6 KDM3A KDM4B KDM4C KIAA2013 KLF4 KLF7 KLHL24 LARP6 LCORL LINC00938 LOC154761 LOX MAFF MED6 MIR210 MXI1 NADSYN1 NAMPT NDRG1 NFIL3 NOL3 OSMR P4HA1 P4HA2 PDK1 PEX13 PFKFB3 PFKFB4 PGK1 PLIN2 PLOD2 PPFIA4 PPP1R15A PPP1R3C PRELID2 PRPSAP1 RBPJ RIOK3 RORA SCD SERGEF SLC2A3 SOD2 SPAG4 STARD4 STC2 STK4 TC2N THAP8 TIPARP TMEM65 TSLP VEGFA WDR54 ZBTB25 MIDORIKAWA_AMPLIFIED_IN_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIDORIKAWA_AMPLIFIED_IN_LIVER_CANCER ACACA ADCY2 ANKRD7 ARHGAP23 ASZ1 C17orf78 CACNB1 CAGE1 CAPZA2 CAV1 CAV2 CCN1 CCNY CFTR CREM CTTNBP2 CUL2 CWC25 DDIAS DDX52 DSP DUSP14 FAM181B FASTKD3 FBXL20 FZD8 GJD4 HNF1B LASP1 LRRC37A11P LSM8 MET MLLT6 MRPL45 MTRR PARD3 PCGF2 PIP4K2B PLXDC1 PRCP PSMB3 RDM1P5 RIOK1 RPL19 RPL23 RREB1 SNRNP48 SOCS7 SRCIN1 SSR1 ST7 SYNRG TADA2A TBC1D3B WNT2 MIKHAYLOVA_OXIDATIVE_STRESS_RESPONSE_VIA_VHL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKHAYLOVA_OXIDATIVE_STRESS_RESPONSE_VIA_VHL_DN AKR1B1 CALU CTSD HSPB1 OAT PGAM1 MIKHAYLOVA_OXIDATIVE_STRESS_RESPONSE_VIA_VHL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKHAYLOVA_OXIDATIVE_STRESS_RESPONSE_VIA_VHL_UP ATP5F1B CAPRIN1 CLIC1 DCTN2 EIF5A HYOU1 VIM MIKI_COEXPRESSED_WITH_CYP19A1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKI_COEXPRESSED_WITH_CYP19A1 ESRRA HNF4A NR2C2 NR2E3 NR6A1 THRA VDR MIKKELSEN_DEDIFFERENTIATED_STATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_DEDIFFERENTIATED_STATE_DN COL6A2 EGR2 FGF7 FOXP1 GAS1 TGFB1 ZEB2 MIKKELSEN_DEDIFFERENTIATED_STATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_DEDIFFERENTIATED_STATE_UP COBL DSG2 ETV5 FBXO15 FGF4 JARID2 PHC1 ZIC3 MIKKELSEN_ES_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_HCP_WITH_H3K27ME3 ADCYAP1 ALOX12B ARX CACNA1E DCC DEUP1 ELOVL3 HBZ HOXA3 HOXD12 HOXD4 HOXD8 INSRR KCND3 KCNIP1 KCNS1 LYPD4 MPPED1 NETO1 NR2F1 NR2F2 NTM OTOP3 PCDHA12 PCDHA2 PCDHA3 PCDHB12 PCDHB14 PCDHB15 PCDHB16 PCDHB18P PCDHB7 PHOX2B PRDM8 SLC15A3 SLITRK3 TAL1 TBX5 TDRD1 TFAP2B ZNF804A MIKKELSEN_ES_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_HCP_WITH_H3_UNMETHYLATED ABCC9 ADAM1A AHRR ASZ1 BAHCC1 BRDT C10orf67 CACNG2 CAMK2A CCDC110 CES5A CNGA4 CRYGA DMRTC1 DNAJB8 DPEP3 DUSP13B EDAR FGF6 FSCN2 FXYD2 GIGYF1 GOLGA7B IL20RB JPH2 KRT26 KRT27 LY6K LYPD2 MFAP2 MGAT4D NOS1 NSMCE3 OLFM3 PALMD PCDHA9 PCDHB10 PCDHB5 PDHA2 PIWIL1 PLCE1 PSD3 RASGRP3 RBM28 RCVRN RHO RIIAD1 RPH3A SH3D19 SLC26A5 SLC2A9 SLITRK2 SPIRE1 SST SSTR2 SYP TBX22 TEX101 TEX11 TEX13B TMEM174 TNFRSF9 TRMT2B TRPC3 TRPM1 TSSK2 MIKKELSEN_ES_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_ICP_WITH_H3K27ME3 ADCY6 ALPI CALCB CFAP57 CHST1 CNN1 COL24A1 CPLX3 CYP8B1 DUSP8 FXYD7 HOATZ HPCA KCNG4 KCNJ9 LEP LRRC4B LRRTM3 MC3R MYH11 MZB1 NEURL3 NKX2-6 OPTC PARVG PCDHB6 PDE6B PLEKHG4 POU6F1 PRSS16 RNF112 RTBDN SFTPC TH TLR9 TMEM255A TNF TNNC2 UPK3A UTS2R XIRP1 ZEB2 ZIC4 MIKKELSEN_ES_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_ICP_WITH_H3K4ME3 A2M AADAT AASS ABCA8 ABCC6 ABCD2 ABHD14B ABI3 ACP3 ACSL5 ACTN3 ACTR6 ACY1 ADAL ADAM18 ADAMTS4 ADD3 ADHFE1 ADIPOR2 ADM2 ADPRHL1 AGMAT AGPAT4 AK1 AKAP6 AKAP7 AKR1B10 AKR1E2 ALDH1L1 ALDOC ALG3 ALKBH8 ALOXE3 ALPK3 AMH ANK2 ANK3 ANXA3 AOX1 APOBEC3B APOF APOOL ARHGAP18 ARHGAP30 ARHGAP45 ARHGAP8 ARHGEF15 ARHGEF9 ARMC3 ARMH4 ASB15 ASB7 ASPRV1 ATCAY ATG4A ATOSA ATP5MC1 ATP6V1G2 ATXN7L1 AXL BAK1 BBS1 BCL2L2 BIVM BLZF1 BMERB1 BPGM BRSK1 BST1 C11orf52 C11orf65 C12orf4 C16orf54 C1QTNF1 C1QTNF5 C1orf56 C3orf52 C5orf34 C7orf25 C8orf48 C9orf152 CA3 CA9 CACNG1 CALCOCO2 CALD1 CALHM2 CALHM5 CAMK1 CAPN1 CASQ1 CBLN3 CCDC141 CCDC160 CCDC28B CCDC39 CCDC65 CCDC68 CCDC77 CCDC93 CD247 CD38 CD3E CD99L2 CDA CDC42EP5 CDH15 CELF3 CEND1 CFAP52 CFAP91 CFC1 CHAC2 CHM CHRNA9 CHRNB4 CHRNG CLCN5 CLDN14 CLDN9 CLDND2 CLEC2D CLIC1 CMKLR1 CMKLR2 CNKSR1 CNPY4 COL1A1 COL4A5 COL5A3 COL7A1 COX6B2 CPQ CPSF4L CPT1B CPT1C CRIPTO CRISPLD1 CROCC CRYGN CRYZL2P CSRNP3 CSTPP1 CTNND1 CTNS CTSO CTU1 CUL4B CUTALP CWF19L2 CXCL3 CYB5R2 CYCTP CYP2D6 CYP2J2 CYYR1 DAPP1 DCAF4 DCLRE1A DCLRE1C DDX60 DECR2 DEF6 DENND2B DENND2C DGKB DGLUCY DLG4 DNAH2 DNAI3 DNAJC12 DNAJC4 DNALI1 DNASE1L1 DOCK9 DOK2 DPP7 DPPA2 DPPA3 DPPA4 DRC3 DUSP19 DYNC2LI1 DYNLRB2 DYNLT3 DYNLT4 ECH1 ECHDC3 EFCAB12 EFHB EGFL6 EHBP1 EHHADH EID3 ELF3 ELMO1 ELMO3 EMP1 ENPP3 ENTPD1 ENTPD3 ENTREP3 EOLA1 ERICH6 ETFBKMT ETV1 EXOC4 FAIM2 FAM111A FAM13A FAM149A FAM169BP FAM186A FAM222B FAM3A FAM83E FANCD2OS FASTKD1 FASTKD2 FBP2 FBXO15 FBXO16 FBXW7 FGR FIS1 FITM1 FKBP10 FKBP14 FKBP7 FLAD1 FLRT1 FLRT3 FMR1NB FN3K FNDC11 FOXH1 FOXS1 FRG2B FRRS1 FTSJ1 FUNDC1 FUNDC2 FUT1 G0S2 GAB3 GALE GALM GAP43 GASK1B GBP6 GCDH GDAP1L1 GDF15 GDF3 GDF5 GEMIN6 GHDC GID8 GIPR GJB3 GJB4 GJB5 GLB1L2 GLRA3 GMPPA GNG11 GNG2 GNGT2 GOLPH3L GOSR1 GPR143 GPRIN3 GPX2 GPX8 GRB7 GRIA3 GRIK5 GRN GSTM1 GSTM4 GSTP1 GSTT1 GTF2H4 GYPA H1-6 HAPLN3 HDAC6 HDGFL1 HESX1 HFE HLA-DMA HMG20A HMMR HNF1A HOGA1 HRAS HSD17B11 HSPA1L HSPB6 HSPB8 HYAL1 HYDIN IDNK IFIT2 IFITM2 IFITM3 IFT56 IFTAP IGBP1 IGSF23 IL15 IL23A INHA INHBC INHBE INPP5J INTS9 IP6K2 IRAG2 IRGM ITGB7 ITIH5 ITM2A JADE1 JMJD8 KATNAL2 KCNA4 KCND1 KCTD14 KCTD20 KDM6B KLC3 KLC4 KLHL5 KRT17 KRT222 KRT71 KRT72 LAMA2 LAMB2 LARS1 LAT LDHD LGALS12 LHCGR LIFR LIMA1 LIN28B LIN52 LIPA LIPH LMOD1 LPAR2 LPAR6 LRP1 LRRC2 LRRC34 LRRC74B LRRN4CL LSG1 LY6G6D LY6G6E LY96 LYSMD1 LYSMD4 MALL MAMDC2 MBNL2 MCTS1 MDH1B MEAK7 MED24 MEGF10 METTL15 MFNG MGST1 MICAL1 MIOX MLPH MMACHC MORC2 MOSPD1 MPI MPST MPV17 MRGPRE MRPL35 MST1 MT3 MTCL3 MTERF2 MTHFR MTMR11 MVP MYBPC2 NAP1L2 NAT14 NCCRP1 NCKAP5 NDST1 NECTIN4 NEIL1 NFE2 NFKBID NHSL1 NICN1 NME5 NME7 NMRAL1 NOBOX NOL8 NOP10 NOSIP NPFFR2 NPY4R NQO1 NR5A2 NRN1L NRSN2 NRXN1 NSUN6 NUDT13 NUDT22 NXPE4 OAS1 ODAD1 OOEP OPLAH OPRM1 OR2C1 OSBPL7 OSGEPL1 P2RX3 P2RX7 PABIR2 PADI4 PAFAH2 PAK1 PAK6 PANK1 PATL2 PBLD PBX1 PBXIP1 PCBD1 PCLAF PCSK1 PCYT1B PGAM2 PGLYRP1 PHC1 PHKG2 PIERCE1 PIR PKP3 PLA2G10 PLA2G12B PLA2G2C PLAT PLEKHG1 PLEKHG5 PLET1 PLIN2 PLIN3 PLPP7 PM20D1 PML POLD4 POLR2K PON3 POU5F1 PPP1R42 PPP2R3C PPP2R5C PRAMEF12 PRCP PRIM1 PRPF31 PRR11 PRRC2A PRSS35 PRSS42P PRSS8 PSD4 PTER PTGES PTPRCAP PUS3 PYCARD PYCR1 PYROXD2 QPRT RAB13 RAB19 RAD51B RAD54L RAI14 RASGRP4 RASSF6 RBBP9 RBM4 RBM41 RBMS2 RBP7 RCN3 RCOR2 RDH11 RDH12 RECQL5 RESP18 RFTN2 RFX5 RHBDL2 RIN1 RIN2 RIOK2 RIPOR1 RLN1 RNF125 RNF186 RNF208 RP2 RPL10 RPL19 RTTN RYR1 S100A1 S100A13 S1PR4 SACS SAP30BP SAT2 SCARF1 SCML2 SCML4 SCN1A SCN9A SCNM1 SEMA3A SERINC4 SERPINE1 SERPING1 SERPINI1 SETD1B SFXN3 SH3BGR SH3BGRL SH3TC2 SIPA1 SLC11A1 SLC12A3 SLC12A6 SLC17A9 SLC22A18 SLC25A41 SLC2A10 SLC35G6 SLC37A4 SLC38A7 SLC44A2 SLC44A4 SLC4A10 SLC7A3 SLC9B1 SLC9B2 SMARCAL1 SMIM26 SMUG1 SNX31 SPACA9 SPARC SPEF1 SPHKAP SPMIP8 SPN SPP1 SPRED3 SPSB3 SRGAP3 SRRM3 SSPN STAT4 STC1 STOML1 STPG1 SULF1 SUMF2 SUPT7L SV2A SYN3 SYNJ2 SYT1 SYT3 SYT5 SYTL4 TACR2 TAL2 TBC1D22B TBKBP1 TBX6 TCAF1 TCEAL1 TCEAL8 TCIM TCL1A TCN2 TCTN2 TEK TFPI TFPT TGFB1I1 THBS3 THRSP TIMM21 TIMP1 TJP3 TKFC TLK2 TLR2 TLR3 TMC4 TMEM106A TMEM119 TMEM125 TMEM139 TMEM141 TMEM14A TMEM154 TMEM184A TMEM198B TMEM242 TMEM256 TMEM45A TMEM63C TMEM67 TMEM69 TMEM82 TNFAIP6 TNK1 TOMM40L TOR1AIP2 TPCN2 TPP1 TPPP3 TRAF1 TRAF3IP2 TRAK1 TRAPPC13 TRAPPC14 TRIM10 TRIM16 TRIM2 TRIM29 TRIM46 TRIM54 TRIM6 TRIM63 TRMT10B TRPA1 TRPV2 TSNAXIP1 TSPOAP1 TTC12 TTC23 TTLL9 TULP2 TUT1 TVP23A TXLNB UBASH3A UBE2D4 UNC5CL UPB1 UPK2 UPK3B USP49 VPS41 VPS50 VWA5A WASHC3 WBP1L WDCP WDR12 WDR24 WDR38 WDR83OS WFDC2 XKR6 YPEL4 ZBTB4 ZC3H12D ZC3HC1 ZC4H2 ZCCHC13 ZFP42 ZFP82 ZFYVE26 ZIK1 ZKSCAN5 ZMAT5 ZMYND8 ZNF112 ZNF124 ZNF182 ZNF205 ZNF235 ZNF239 ZNF260 ZNF276 ZNF300 ZNF317 ZNF395 ZNF416 ZNF429 ZNF454 ZNF565 ZNF585B ZNF646 ZNF708 ZNF724 ZNF740 ZNF750 ZNF845 ZNF879 ZP3 ZRANB3 ZSCAN10 ZSWIM9 MIKKELSEN_ES_ICP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_ICP_WITH_H3K4ME3_AND_H3K27ME3 ABCC3 ADAM33 ADAMTS16 ADARB2 ALOX15B APBB1IP AQP2 AQP6 AVPR1B BEST2 BRINP3 C11orf87 CACNG3 CCDC38 CCER1 CD44 CDHR4 CDKN2C CHODL CHST3 CIITA CLEC14A CNMD CNTNAP1 COL1A2 COL4A3 COL4A4 CORO1A COX4I2 CRABP2 DKK1 DSC3 EDN2 EPN3 ESRP1 ETV2 EVPL EXTL1 FGF10 FGL2 FIBIN FXYD5 GAS2L2 GGT7 GNAT1 GPAT2 GPNMB GPR84 GRM3 GUCY1A1 HOXB13 HSPA12B IDO1 IGF1 ISLR ISLR2 KCND2 KCNJ2 KCNJ5 KCNN3 KLHL1 LAMA4 LEFTY1 LOXL3 LTA LYL1 MARCHF1 MCHR1 MELTF MFSD2B MOGAT1 MST1R MYL7 MYZAP NCAN NOL3 NOL4 NPY1R NPY2R NR5A1 NRBP2 OPCML OSM PAK5 PAMR1 PAPLN PAX5 PCARE PCDH20 PDE11A PDE1C PDE8B PDYN PHYHIP PIWIL2 PROKR1 PRSS36 PSMB11 PTGFR PTGS1 PTH2R PTN PVALB RAPGEF3 REM2 RFLNA RGS8 RHOJ RNF207 SCNN1A SEZ6L2 SGCD SLFN5 SLITRK1 SPINK2 SPTSSB SULT2B1 SUSD4 TBATA TCAM1P TEKT2 TFPI2 TGFB3 TLR12P TLR5 TMEM26 TMEM45B TNFRSF13C TNFRSF8 TSPAN11 TSSK3 UCP1 VRTN WNT8A ZNF354B ZNF608 MIKKELSEN_ES_LCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_LCP_WITH_H3K27ME3 CACNA1S CHRM1 CRYBB1 HTR3B IL13 KCNN1 MRGPRG MYL2 MYLK2 PDE2A PPY SAXO4 SOST TREM2 MIKKELSEN_ES_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_LCP_WITH_H3K4ME3 ACOT11 ALDH3B1 ANGPTL2 ANKRD2 APOBR ARHGAP27 ARHGEF11 ARHGEF19 ART1 ART5 ASPDH ASPG ATP1A2 BNIPL BPIFB5P C16orf92 C1orf210 C1orf54 C20orf96 C6orf118 CAB39 CCDC120 CCDC121 CD68 CD79B CDK3 CLDN19 CLSTN3 COX7A1 CYP2J2 CYP4F3 CYSRT1 DAB2IP DAPK3 DDR1 DLGAP3 DNAJB5 DOC2GP EBI3 ECRG4 EMILIN1 EMP3 ENO3 EXOC3L1 F2 F5 FAM25A FBXO39 FBXW10 FGD4 FGF1 FOLR1 FUT2 GGNBP1 GGT6 GIMAP5 GLMP GLRX GPR173 GPR20 GPSM3 GRIFIN GULOP HACD4 HEXIM2 HSD17B14 HTR3A HVCN1 IFITM1 IGFALS IL17RE ITGA2B KCNIP3 KIAA1671 KLHDC7A LRCOL1 MAB21L3 MASP2 MGAT4EP MIP MMRN2 MRGPRF MRPS21 MUC1 MYL11 NLRC3 NOS3 NOTCH4 NPPB NR0B2 NXNL1 NYAP1 OPRK1 P2RX6 PHYHD1 PINLYP PIPOX PIRT PKLR PMEL PRR15L PRTN3 PSTPIP1 RAB25 RHBDF2 RINL RNF151 ROBO4 SAPCD1 SCN2B SELPLG SEPTIN1 SERPINF1 SIPA1L3 SLC12A8 SLC13A2 SLC16A5 SLC39A4 SLC4A9 SLC5A11 SOAT2 SPEF2 SPI1 SPON2 STYXL2 SUSD2 SYNE4 TAPBPL TAS1R1 TBC1D10C TIMP4 TM4SF5 TMEM248 TMEM268 TNFSF13 TNKS1BP1 TNS2 TREML2 TREX1 TRIM21 TSPAN32 UNC13D VWA3A VWA5A ZFP57 ZMYM2 MIKKELSEN_ES_LCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_ES_LCP_WITH_H3K4ME3_AND_H3K27ME3 BTBD17 CDH7 FUT7 GAL3ST4 SLC16A8 SLC17A7 STRA6 MIKKELSEN_IPS_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_HCP_WITH_H3_UNMETHYLATED ABCC9 ADAM1B ADCYAP1 AHRR ASZ1 BAHCC1 BARHL1 BRDT CCDC110 CCDC83 CLIC5 CNGA4 COL8A1 CRYGA CYP4F22 CYP4X1 DCC DIRAS1 DMRTC2 DNAJB8 DPEP3 EDAR FGF6 FSCN2 FTL GIGYF1 GLRA1 GOLGA7B GRID2IP IL12A IQCA1L JPH2 KCND3 KCNH6 KIAA1755 KRT26 KRT27 LRRC8E LYPD2 LYPD4 MARCHF10 MFAP2 MGAT4D MYCN NAP1L5 NOS1 NRSN1 NT5DC2 OR2F1 PCDHA6 PCDHA7 PCDHA9 PCDHB10 PCDHB12 PCDHB14 PCDHB15 PCDHB18P PCDHB5 PDHA2 PIWIL1 PLA2G4E POMC PRM1 PRSS44P RASGRP3 RCVRN RTL8A SCGN SH3D19 SLC26A5 SLC45A1 SLITRK2 SPAG8 SPATA22 SPIRE1 SPO11 SST SSTR2 TAL1 TEKTIP1 TEX101 TEX13B TNNI3 TSSK2 TUBA3C XYLT2 MIKKELSEN_IPS_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_ICP_WITH_H3K27ME3 ABCA4 ADCY6 ALPI BATF BSX CCDC27 CD72 CFAP57 CHST1 CNTNAP1 CNTNAP2 CPLX3 CXCL10 DEFB124 EPN3 ESPN ESRP1 FGF14 FXYD7 GALNTL6 GFI1B HOXB3 INPP5J KCNG4 KCNJ9 KRT1 LINGO4 LRRC4C LRRTM3 LSMEM2 MC3R NKX2-6 NOL4 NR2F2 NR5A1 PAX5 PCDHB2 PDE1C PRSS16 RFX4 RTBDN SLAMF8 SOX6 TFAP2B THBS2 TMEM100 TMEM119 TNF TNNC2 TRPC5 UPK3A VRTN VTN ZDHHC22 ZIC4 MIKKELSEN_IPS_ICP_WITH_H3K4ME3_AND_H327ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_ICP_WITH_H3K4ME3_AND_H327ME3 ABCC3 ADAM33 ADAMTS16 ADARB2 ALOX15B BICDL2 BRINP3 C11orf87 CA14 CACNB3 CALY CD44 CDKN2C CHODL CHST3 CIITA CIMIP2B CLEC14A CNMD CNN1 COL24A1 COL4A3 COL4A4 COL7A1 CRABP2 CRYAA CRYGN CXCL3 DKK1 EDN2 ERICH5 ERICH6 ESR2 ETV2 EXTL1 FGF10 FGL2 FIBIN FOXS1 FXYD5 GAS2L2 GNAT1 GPR84 GRM3 GUCY1A1 HCAR1 HOXB13 ISLR ISLR2 ITIH5 KCNAB1 KCND2 KCNJ2 KCNJ5 KCNK10 KLHL1 KLHL5 LAMA4 LOXL3 LTA LYL1 MAMDC2 MC4R MEGF10 MEIS1 MFSD2B MIOX MOGAT1 MRGPRE MST1 MST1R NCKAP5 NOL3 NOTO NPY2R NRBP2 OPCML OR10AC1 OR2B11 OSBPL5 PAK5 PAMR1 PCDHGA1 PDE11A PDYN PDZD7 PHYHIP PLCXD3 PROKR1 PRSS36 PSMB11 PTGS1 PTH2R PTN PTPRR REM2 RFLNA RGS8 RHOJ ROBO2 SCNN1A SLC2A10 SLFN5 SNCA SOX17 SPINK2 TCAM1P TEKT2 TGFB3 TGM1 TLR5 TMEM125 TMEM26 TMEM45B TMEM63C TNFRSF13C TNFRSF8 TPPP3 TRIM15 TRIM46 UCP1 VAV1 WNT8A YPEL4 ZNF354B MIKKELSEN_IPS_LCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_LCP_WITH_H3K27ME3 CACNA1S CD244 CORO6 GAL3ST4 ITLN1 MYLK2 PRND SLC23A3 UGT1A1 WFIKKN2 MIKKELSEN_IPS_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_LCP_WITH_H3K4ME3 ACOT11 ACSBG2 ADAMTSL1 ALDH3B1 AMT ANGPTL2 ARAP1 ARHGEF11 ART1 ART5 ASPDH ASPG C16orf92 C1RL C1orf54 C20orf96 C6orf118 CAB39 CAPG CCDC120 CCDC121 CCDC88B CD68 CD79A CLDN19 CLSTN3 CNTNAP2 COX7A1 CYP2J2 CYP4F3 CYSRT1 DAB2IP DAPK3 DLGAP3 DMTN DOC2GP DQX1 EBI3 ECRG4 EGFL7 ELOVL1 EMILIN1 EMP3 EXOC3L1 F2 F5 FAM25A FBXW10 FGD4 FGF1 FOLR1 FOXR2 FUT2 GCK GGNBP1 GJD4 GLMP GLRX GOLT1A GPA33 GPR173 GPR20 GPR35 GPSM3 GSTM1 GULOP HACD4 HDC HEXIM2 HIPK4 HSD17B14 HTR3A HVCN1 IFI35 IFITM1 IGFALS IL17RC ITGA2B KCNIP3 KCNN4 KLHDC7A LAPTM5 LRCOL1 LST1 MAB21L3 MADCAM1 MARK2 MASP2 MIP MMRN2 MRPS21 MUC1 MYL11 MYO3B NANOS3 NEU4 NLRC3 NOS3 NOTCH4 NOXO1 NR0B2 NYAP1 OAS3 OPRK1 OPRL1 P2RX6 PCOLCE PDE4A PDGFRB PHYHD1 PINLYP PIPOX PIRT PKLR PLA2G4F PODNL1 PRICKLE3 PRR15L PRRG2 PRX PSTPIP1 PTPN6 PTPRVP QRFP RINL RIPPLY1 RNF151 ROBO4 RORC RUFY4 SCN2B SELPLG SEMA4A SEPTIN1 SERPINB9 SIPA1L3 SLC12A8 SLC28A1 SLC29A1 SLC39A4 SLC5A11 SNX10 SOAT2 SPEF2 SPI1 SPON2 STON2 STRA6 STYXL2 SUSD2 SYNE4 SYTL1 TANGO2 TAPBPL TBC1D10C TEF TIMP4 TMEM248 TNFSF13 TNIP1 TNKS1BP1 TNS2 TREX1 TRIM21 TSPAN32 UNC13D VWA3A VWA5A WARS1 XAF1 ZFAND6 ZFP57 ZMYM2 ZNF583 ZSCAN2 MIKKELSEN_IPS_LCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_LCP_WITH_H3K4ME3_AND_H3K27ME3 CDH7 FUT7 PPP1R26 SLC16A8 SLC17A7 MIKKELSEN_IPS_WITH_HCP_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_IPS_WITH_HCP_H3K27ME3 ACHE ACTL6B ADGRL3 ALOX15 ARX ASIC2 AVP CA10 CACNA1E CACNA1G CACNG2 CALB1 CDH11 CRLF1 DBX1 DUOX2 DUOXA2 ELOVL3 EREG EVX2 FGF12 FOXL1 GFI1 GRM8 HBQ1 HBZ HOXA11 HOXA2 HOXA3 HOXB1 HOXB2 HOXB3 HOXB5 HOXB6 HOXB7 HOXB8 HOXC10 HOXC6 HOXC8 HOXC9 HOXD10 HOXD4 HPSE2 HTR2C IGF2 IL10RA INSRR KCNIP1 KCNK9 KCNS1 LBX1 LHX9 LRRK2 MPPED1 MYCBP2 NALF1 NFIX NPAS4 NPY5R NR2E1 NR2F2 NRN1 NTM OSR1 OTOP3 OTP PAPPA PCDH11X PCDHA10 PCDHA11 PCDHA13 PCDHA2 PCDHA4 PCDHB16 PCDHB7 PHOX2B PRDM13 PRDM8 PRRT1 PYY RPH3A SIX3 SLC25A31 SLC6A4 SLITRK3 SORCS3 TAF7L TBX4 TBX5 TDRD1 TEX12 TFAP2B TFAP2D TMEM174 TMEM59L UNCX USH1G USP18 VSNL1 WNT1 WNT10A ZMYND10 ZNF536 MIKKELSEN_MCV6_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_HCP_WITH_H3K27ME3 ABCC8 ABCG4 ABLIM3 ACAN ACE ACHE ACVRL1 ADAMTS18 ADAMTS2 ADCY7 ADGRA2 ADGRB1 ADGRB2 ADORA2A ADRA2C AEBP1 AFAP1L1 AFF3 AIFM3 AIRE AJM1 AK5 ALDH1A3 ALOX12 ALOX12B ALOX15 ANK1 ANKRD63 APLN AQP5 ARX ASCL2 ASIC1 ASIC2 ASIC4 ATP2B2 ATP2B3 ATP8A2 B3GALT5 BARX1 BATF3 BCAN BEX1 BHLHA9 BHLHE23 BIK BMP2 BMP6 BRSK2 BSN C1QL1 C1QL2 C1QL4 C1QTNF4 CABP7 CACNA1D CACNA1G CACNA1I CACNA2D2 CACNA2D3 CACNG4 CAMK2B CARTPT CBLN1 CCDC184 CCDC92B CCK CCKBR CCN3 CDH22 CELF4 CHAD CHAT CHD5 CHRDL2 CHRNA3 CHRNB2 CIMIP2C CLDN7 CLGN CLMP CLSTN2 CNNM1 CNTN2 COL13A1 COL15A1 COL8A2 COL9A2 COMP CORO2B CPNE5 CRHR1 CRLF1 CXCL14 CYP24A1 CYP46A1 DBN1 DBNDD1 DHH DIO3 DISP3 DLGAP2 DLL3 DMRT3 DNMT3L DOC2B DOCK3 DOK6 DPP10 DPYSL4 DRAXIN DRD4 DRD5 DRGX DSCAM DYSF EBF4 ECEL1 EFCC1 EFNA2 ELFN2 ELOVL3 EMILIN3 EMX1 EPB41L3 EPHA8 EPHB1 EVX2 FAM163A FAM184A FAM43B FAM83F FAM83G FAR2 FBLL1 FBXO41 FEV FEZF2 FGF12 FGF3 FGF5 FGF8 FIBCD1 FNDC5 FOXB2 FOXC2 FOXD3 FOXE1 FOXE3 FOXF1 FSTL4 FZD10 GABBR2 GABRA4 GABRA5 GABRD GAL GATA4 GATA5 GBX1 GDF7 GDNF GFRA3 GJB6 GLDC GNB4 GRB10 GRIA2 GRID1 GRID2IP GRIN2C GRIN3B GRIP1 GRM1 GRP GSX2 HBQ1 HBZ HCRTR1 HES5 HHIPL1 HMX1 HOXC10 HOXC12 HOXC9 HOXD11 HOXD12 HOXD4 HOXD8 HOXD9 HS3ST2 HS3ST6 HSD11B2 HTR1D HTR6 HTR7 IGSF21 IHH IL1RL2 INSL3 INSRR IRF5 IRF8 IRX1 IRX4 ITGA2 ITPKA JAZF1 JHY JPH3 KCNA2 KCNC3 KCNC4 KCND3 KCNH1 KCNH2 KCNH6 KCNJ4 KCNK15 KCNMA1 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNS2 KCNT1 KDF1 KL KLHL40 KRT7 L1CAM LAMC3 LAMP5 LBX1 LGI2 LGI3 LHFPL3 LHX3 LHX5 LMO1 LMTK3 LMX1A LMX1B LRRC75B LRTM2 LTK LYZL4 MAFB MATN4 MIXL1 MMD2 MMP9 MYCBP2 MYCL MYO16 MYOD1 MYRIP NALF1 NECAB2 NEFH NEIL2 NELL1 NELL2 NEUROD1 NEUROG1 NEUROG3 NFATC1 NHLH2 NKD1 NKD2 NKX2-3 NKX2-4 NKX2-5 NKX3-1 NKX6-1 NKX6-2 NOG NPAS3 NPHS2 NPTX2 NPTXR NRG3 NRXN2 NTRK3 NTSR1 NTSR2 NXPH2 OAF ONECUT3 OTOP3 OXTR P4HA3 PACSIN1 PANX2 PAQR5 PAX2 PCDHAC2 PCNX2 PDE1B PDE4DIP PDE8A PDLIM2 PDX1 PFDN4 PGAP6 PGF PHF24 PHYHIPL PLPPR5 PODXL2 POU2F3 POU3F3 PRDM13 PRLHR PRMT8 PROM2 PSD2 PTF1A PTGIS PTH2 PTPN5 PTPRB PTPRT PYY QRFPR RAB11FIP4 RAB6B RAMP1 RASGEF1C RASL10B RASL12 RASSF4 RAX RBFOX3 RBP4 RELN RIMS4 RPRML RRAD RSPO1 RSPO4 RTN4R SCN4B SCN5A SCN8A SCNN1B SCRT1 SCTR SCUBE1 SCUBE2 SDK2 SEMA7A SERINC2 SEZ6L SFRP5 SH3RF3 SHE SHH SHISA7 SIM2 SIX2 SKAP1 SKOR1 SLC18A2 SLC18A3 SLC2A13 SLC30A10 SLC32A1 SLC34A2 SLC35D3 SLC35F3 SLC38A3 SLC47A2 SLC6A1 SLC6A17 SLC6A2 SLC6A5 SLC6A7 SLC7A10 SLC8A2 SLC9A3 SLIT1 SLIT2 SLITRK3 SOX1-OT SPON1 SPTBN2 SSTR1 SSTR5 STK32C STMN3 STUM SYNDIG1L SYT10 SYT16 SYT2 SYT6 TBX21 TBX5 TBXT TC2N TCERG1L TCTE1 TDRD6 TFAP2E TGFBI TIMP2 TMEM132E TMEM151B TMEM178A TMEM215 TMEM30B TMEM54 TMEM59L TMEM91 TP73 TRHDE TRIM58 TRNP1 TTC9B UNCX VGLL2 VSTM2L VSTM4 VSX1 VSX2 WDR86 WNT10B WNT2B WNT3A WNT7B WSCD1 WSCD2 YBX2 ZBTB16 ZIC1 ZNF641 ZNF804A MIKKELSEN_MCV6_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_ICP_WITH_H3K27ME3 ACCSL ADM2 AIPL1 ALPI APC2 ARHGAP9 ASB2 ASIP BSX CD40 CD7 CHRNB4 CHRNG CLDN14 COL11A2 CORO1A CUX2 ETV2 FAM149A FFAR3 FGF10 FGL2 FNDC9 FUT1 GAS2L2 GGT7 GKN3P GPRC5D IFNK IQCJ ISLR2 KCNAB1 KCNG4 KCNJ5 KCNK10 KRT73 LEFTY1 LINGO4 LPO MOV10L1 NCAN NKX2-6 NRL ODF1 OPTC OR2B11 OR4D2 PAK6 PAX5 PCDH12 PDYN PIK3CD PNOC POU2F2 PROK1 PRSS16 PVALB REN RTBDN S100Z SACS SCN4A SECTM1 SHANK2 SLC14A1 SLC2A10 SOX17 SOX6 SPACA7 TBATA TFAP2B TH TNF VTN WNT8B MIKKELSEN_MCV6_ICP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_ICP_WITH_H3K4ME3_AND_H3K27ME3 ACTA2 ANK3 C11orf87 CALY CFAP65 COL1A1 COL4A3 COL4A4 ESR2 HTR2A IGF1 IGSF3 INSYN2B KCNA4 KCNJ2 KCNMB2 MCHR1 NCKAP5 NOL3 NPY2R PLAT PTPRR RHOJ RLN1 SCML4 SUSD4 SYT1 SYT3 TAL2 TCAM1P TMEM255A UCP1 YPEL4 ZEB2 MIKKELSEN_MCV6_LCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_LCP_WITH_H3K27ME3 BLNK BPIFC BTBD17 C1QC CAMK1G CORO6 CYP17A1 GZMA KRTAP10-3 LRRC37A2 LYZL6 MLC1 MMEL1 MRGPRG MYL2 NOL4L OR13C7 PPY RETN SLC6A13 SOST TAS2R40 TG TM4SF5 TMPRSS13 TRPM2 WFDC21P ZNF385C MIKKELSEN_MCV6_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MCV6_LCP_WITH_H3K4ME3 ACY3 ADAMTS13 ADGRG1 AKNA ALDH1A1 ALDH3A1 ALDH3B1 ANGPTL2 ANKRD49 ANXA1 AOC1 ARAP1 ARHGDIB ARHGEF11 ASPDH BTC C1RL C20orf96 C2orf80 C6orf118 CAB39 CCDC120 CCDC9 CD244 CES2 CFAP126 CFH CHIT1 CHST4 COL6A1 COX7A1 CRB1 CSF3 CYP2J2 CYP4F3 DAB2IP DAPK3 DQX1 ELOVL1 EMP3 EVI5 FABP7 FGD4 FGFBP1 FXYD3 GALNT15 GBGT1 GBP2 GCNT3 GGNBP1 GLMP GLRX GPA33 GPANK1 GPR173 GPR21 GPR35 GPSM3 GSTM1 HEXIM2 IFI35 IFITM1 IKBKE IL17RC IL17RE IL7R IQSEC2 ISG20 KCNIP3 KCNK7 KCNN4 KIF1C KLK11 KRTDAP LAPTM5 LBP LGALS3BP LGALS9 LST1 MAB21L3 MARK2 MR1 MRGPRF MRPS21 MSLN MUC1 MYO1G MYOT NHERF2 NOTCH4 NPPB NR1H5P NYAP1 OAS2 OTOP2 PCOLCE PDZK1IP1 PINLYP PIPOX PLEKHA6 PLEKHS1 PRELP PRICKLE3 PRRG2 PRX PSPN PSTPIP1 PTPRVP RAB17 RBM10 RIPOR2 RNASE1 RNF123 RNF151 ROBO4 RORC RSAD2 RUFY4 S100A3 SCARA5 SERPINB8 SERPINB9 SH3KBP1 SIPA1L3 SLC13A2 SLC25A45 SLC29A1 SNX10 SPEF2 STYXL2 SYNE3 SYTL1 TAPBPL TBC1D10C TGM3 THEM5 TMEM176A TMEM176B TMEM248 TNFSF10 TNFSF13 TNKS1BP1 TNS2 TNS4 TREX1 TRIM21 TRIM40 UNC13D URB2 USP54 VTCN1 VWA5A WARS1 XAF1 XDH ZBP1 ZBTB20 ZFAND6 ZFP57 ZMYM2 ZNF583 ZSCAN2 MIKKELSEN_MEF_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_HCP_WITH_H3K27ME3 AARD AATK ABCC8 ACAA1 ACAN ACHE ACP7 ACSL6 ACTL6B ACTN2 ADAM11 ADCYAP1 ADGRB1 ADGRB3 ADRA1A ADRA2C AIFM3 AJM1 ALK ALOX12 ALOX12B ALOX15 ALOX5 ALX1 AMER3 AMN AP1M2 APBA2 APOA5 AQP3 AQP5 ASIC4 ASTN1 ATP12A ATP1A3 ATP2B2 ATP8A2 ATP8B3 AVP B3GALT5 BARHL1 BARHL2 BARX1 BCAN BHLHE23 BHMT2 BICDL1 BMP8B BOLL BRSK2 BSN C14orf39 C1QL1 C1QL2 C1QTNF4 CA10 CA4 CABP7 CACNA1E CACNA2D2 CADM3 CALB1 CALB2 CALCR CAMK2B CARTPT CBLC CBLN2 CBLN4 CCDC92B CCKBR CD164L2 CD70 CDCP1 CDH20 CDH8 CDK5R2 CDX1 CDX2 CELF4 CELSR1 CHAT CHD5 CHGA CHGB CHRNA3 CHRNA4 CHRNB2 CIMAP1B CIMIP2C CLDN4 CLDN6 CNFN CNNM1 CNTN2 CNTN4 CPLX1 CPLX2 CPN1 CPNE7 CPNE9 CPXM2 CPZ CRACR2B CRB3 CRH CRHBP CRHR1 CRTAC1 CRYM CSMD1 CSPG5 CWH43 CYP24A1 CYP27B1 CYP4F22 DBX1 DCC DCLK3 DEGS2 DES DHH DIRAS1 DISP3 DKKL1 DLEU7 DLGAP2 DLL3 DMBX1 DMGDH DMRT1 DMRT3 DMRTC2 DNAJC22 DNAJC6 DOC2A DOC2B DOK7 DPP10 DPYS DRD2 DSC2 DSCAM DSCAML1 DSG2 ECEL1 EEF1A2 ELAVL2 ELFN2 ELOVL3 EMILIN3 EMX1 EPHA6 EPHA8 EPHX3 EXOC3L2 FAM163A FAM163B FAM43B FBLL1 FBP1 FCHO1 FERD3L FEV FEZF2 FFAR4 FGF11 FGF12 FGF14 FGF17 FGF20 FGF3 FGF4 FGFR4 FNDC5 FOXA2 FOXB1 FOXD3 FOXD4 FOXE3 FOXG1 FOXL1 FOXN4 FSTL4 GABRA5 GABRG3 GAD1 GAL GALNT6 GALR1 GATA5 GFI1 GFRA3 GHSR GJB6 GJD2 GLP1R GNG13 GOLGA7B GP1BB GPR12 GPR26 GPR4 GPRIN1 GRHL2 GRHL3 GRIA2 GRID1 GRIK3 GRIN2A GRIN2C GRIN3B GRK3 GRM1 GRP GSTT2 GSX1 GSX2 HAND1 HBZ HCN1 HES2 HES3 HES5 HMX1 HMX2 HOXB1 HOXB3 HOXC13 HOXD4 HRH1 HRH2 HRK HS3ST2 HTR1A HTR4 HTRA3 IGFBPL1 IGSF21 IHH IKZF1 IKZF3 IL10RA INSL3 INSM1 INSM2 IQSEC3 IRF6 IRS3P IRX4 JAG2 JHY JPH3 KCNA2 KCNA5 KCNA7 KCNB1 KCNC1 KCNC3 KCND3 KCNH1 KCNH5 KCNH7 KCNH8 KCNIP1 KCNJ10 KCNJ6 KCNQ1 KCNQ2 KCNQ3 KCNS1 KCNS2 KCNT1 KCNV1 KDF1 KHDC3L KIF12 KL KLHL14 KNDC1 KRT83 KY LAD1 LAMC2 LAMC3 LAMP5 LARGE2 LBX1 LBX2 LEFTY2 LGI2 LHFPL4 LHFPL5 LHX3 LHX5 LIN28A LINGO3 LMX1A LRAT LRFN5 LRRC26 LRRC3B LRRC9 LRTM2 LSR LUZP2 LY6H LYPD3 LYPD4 MAL MAPK8IP2 MARCHF4 MARVELD3 MAST1 MATN4 MCF2L MFSD6L MGAT5B MMD2 MMP24 MMP9 MOS MPPED1 MPZL2 MTARC1 MYO5C MYOD1 MYRIP NAGS NALF2 NCMAP NECAB2 NELL1 NETO1 NEUROD1 NEUROD2 NEUROG1 NEUROG3 NGB NHLH2 NKX1-2 NKX2-1 NKX2-2 NKX2-3 NKX2-5 NKX2-8 NKX6-1 NKX6-2 NMU NPAS1 NPHS2 NPY5R NR2E1 NR4A3 NRG3 NRROS NRTN NRXN2 NTM NTRK3 NTSR1 NXPH1 OLFML2A OLIG1 OLIG2 OLIG3 ONECUT2 ONECUT3 OPRD1 OTOP1 OTOP3 OTP OTUD7A OXT OXTR PACSIN1 PADI2 PAQR5 PAQR6 PAX1 PAX7 PAX8 PCDH8 PCNX2 PDX1 PFN3 PHACTR1 PHACTR3 PHF24 PHOX2A PHOX2B PIK3CD PLBD1 PLEKHG6 PLIN5 PLK5 PLPP4 PNMT POU2F3 POU3F2 POU3F3 POU4F1 POU4F2 POU4F3 PPM1N PPP1R16B PPP2R2C PRDM14 PRDM8 PRKCZ PRLR PRMT8 PROM2 PRR36 PRRT1 PRRT3 PRSS50 PSD PSD2 PTF1A PTGDR PTPRN2 PTPRT PYY QRFPR RAB11FIP4 RAB37 RAP1GAP2 RAPGEF4 RASAL1 RASEF RASGEF1C RASGRP2 RAX RBFOX3 RBMXL2 RBPJL RELN RFX4 RHCG RIMKLA RSPO1 RSPO4 RUNDC3A RYR2 SALL4 SCGN SCN3B SCN5A SCN8A SCNN1B SCRT1 SCT SCTR SCUBE1 SEL1L3 SELENOV SERTM1 SEZ6L SFRP5 SGSM1 SHE SHH SHISA6 SHTN1 SIX3 SIX6 SKAP1 SKOR1 SLC12A5 SLC13A3 SLC15A1 SLC16A11 SLC17A6 SLC18A2 SLC22A3 SLC26A5 SLC27A2 SLC30A2 SLC32A1 SLC34A2 SLC35F3 SLC45A1 SLC46A2 SLC47A1 SLC5A1 SLC5A5 SLC5A8 SLC6A1 SLC6A11 SLC6A2 SLC6A20 SLC6A5 SLC6A7 SLC7A10 SLC7A14 SLC8A2 SLC9A3 SLCO4C1 SLIT1 SLITRK3 SNAP25 SNCB SNHG11 SORCS3 SOWAHA SOX1 SOX18 SOX2 SPAG6 SPOCK1 SPRN SPTBN2 SRCIN1 SRD5A2 SRRM4 SST SSTR5 ST8SIA3 STK32B STMN3 SVOP SYNDIG1L SYPL2 SYT10 SYT7 TACR1 TACR3 TACSTD2 TAFA3 TAL1 TBX20 TBX21 TBXT TCERG1L TCF15 TCF20 TCF21 TCTE1 TDH TEKT4 TFAP2B TFAP2C TFAP2D TFAP2E THBS4 THEMIS2 TLX1 TLX3 TMEM114 TMEM130 TMEM150C TMEM171 TMEM174 TMEM179 TMEM181 TMEM215 TMEM229A TMEM59L TMEM91 TMPRSS2 TNFRSF9 TNNI3 TNXB TRH TRPM3 TTC22 TTC9B TTYH1 TUBB4A TULP1 UCN UGT8 UNC5A UNCX VAX1 VSTM2A VSTM2B VSX1 VSX2 VWC2 WNT10A WNT3A WNT4 WNT7A WNT7B WNT9B WSCD1 ZMAT4 ZNF804A ZNRF4 MIKKELSEN_MEF_HCP_WITH_H3_UNMETHYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_HCP_WITH_H3_UNMETHYLATED ABHD16B ACRBP ACTL7B ADAM1A ADAM1B ADAM32 ADAMTSL1 APOC1 ARHGAP4 ARX ASPHD2 ASZ1 B3GNT8 BAHCC1 BASP1 BCL2L10 BEX1 BEX4 BHLHA15 BRDT C10orf67 C19orf67 C3orf62 C5orf47 CACNG2 CAMK2A CAMKK2 CCDC110 CCDC185 CCDC83 CCIN CDX4 CES5A CHAD CHRDL1 CHRM4 CHST6 CLVS1 CLVS2 CNGA4 CNIH2 CNTNAP2 COL9A3 CRYBB3 CRYGA DDX3X DDX4 DEUP1 DHDH DLGAP1 DMC1 DMRTC1 DNAJB8 DND1 DPEP3 DPP6 DROSHA DUSP13B EDN3 EPHA1 EPPK1 EZHIP FAM178B FAR2 FGF22 FGF6 FSCN2 FSTL5 FXYD2 GABRQ GDAP1 GFAP GIGYF1 GLRA1 GNMT GPR101 GPR158 GPR182 GPR50 GSN GTF2A1L HENMT1 HMGCLL1 HORMAD2 HOXA3 HSF5 HSPB3 HTR2C HTR5A IGSF1 IL12RB2 IL1RAPL2 IL20RB ILDR1 IRS4 JAK3 KCNE5 KCNJ11 KCNV2 KLK10 KRT18 KRT2 KRT26 KRT27 KRT4 KRT85 L1TD1 LAG3 LDHAL6B LDOC1 LGI3 LKAAEAR1 LTB4R LY6K LYPD2 MAEL MAGIX MAP7D2 MARVELD2 MGAT4D MSH4 MTNR1A MYCN MYH14 NAA11 NECAB1 NHERF4 NLGN2 NOS1 NPAS4 NPB NR0B1 NRSN1 NSD1 NSMCE3 NXPH2 OLFM3 OMP PAPOLB PCDHA1 PCDHA10 PCDHA11 PCDHA12 PCDHA13 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA6 PCDHA7 PCDHA9 PCDHAC1 PCDHB1 PCDHB10 PCDHB14 PCDHB18P PCDHB5 PCDHB7 PCSK1N PDHA2 PIWIL1 PLAAT1 PLCE1 PLCXD1 PLVAP POU3F4 PRSS44P PRSS45P PTGIR PTPN6 RAB9B RBFOX1 RBM28 RBP3 RCVRN REC8 RHBDL1 RHO RIIAD1 RNF138 RNF17 RNF225 RPH3A SAP25 SCG3 SCG5 SH3D19 SLC15A3 SLC25A31 SLC26A8 SLC2A5 SLC2A9 SLC35F4 SLITRK4 SOHLH2 SOX15 SOX3 SPAG16 SPAG6 SPAG8 SPEG SPESP1 SPIRE1 SPMAP1 SSTR2 STRA8 SYCP1 SYCP2 SYCP3 SYNPR SYP TAF7L TBX22 TDRD1 TEKTIP1 TEX101 TEX11 TEX12 TEX13B TEX19 THEM7P THSD7B TKTL2 TLE6 TM6SF2 TMC8 TNFAIP8L2 TNFSF13B TRPC3 TRPM1 TRPM6 TSSK2 VSIR VWA1 WBP2NL ZFTA ZNF385A ZNF516 MIKKELSEN_MEF_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_ICP_WITH_H3K27ME3 ABCC3 ADAMTS16 ADGRG7 AHSG ALOX15B ALPI ANKMY1 ANO4 APOA4 AQP2 AQP6 ARHGAP9 ARID3B ART3 ATCAY AVPR1B BICDL2 BRINP3 BSX C11orf87 C11orf97 C17orf50 C1QA C21orf62 C5 C6orf15 CA14 CA3 CALCB CD3D CD40 CD72 CDH12 CFAP65 CFAP95 CFC1 CHDH CHRNB4 CHRNG CIITA CKMT1B CLDN9 CNTNAP4 COL4A3 COL4A4 CPLX3 CRIPTO CUTALP CUX2 CYP1A2 DKK1 DLG2 DNAJB13 EGF ELMO1 ENTPD3 EPN3 EPO ERICH5 ESPN ESRP1 ETV2 EXPH5 FAIM2 FAM149A FFAR3 FGR FXYD7 GALNTL6 GAS2L2 GDAP1L1 GFI1B GIPR GNAT1 GPR84 GRB7 GRM3 GUCA1A HEPACAM2 HESX1 HJV HOXB13 HOXB3 ISLR2 KCND2 KCNG4 KCNIP2 KCNJ5 KCNJ9 KCNK10 KCNMB2 KCNN3 KLB LEFTY1 LINGO4 LPO LRRC23 LRRC36 LRRC43 LRRC4B LTA LY6G6C LY6G6E MALL MC1R MEF2B MIOX MOGAT1 MST1 MTCL3 MYBPC2 NCAN NCCRP1 NFE2 NKX2-6 NME8 NOTO NOXA1 NPHS1 NPVF NPY4R NR5A1 NR5A2 NRG4 NRL NRSN2 NSG2 ODAD1 OLAH OR2B11 PAMR1 PAX5 PCDH12 PDE11A PDE1C PDE8B PDYN PHACTR1 PHYHIP PIK3CD PKHD1L1 PLCXD3 PM20D1 PNMA8A PNOC POU2F2 PRR19 PRSS16 PRSS36 PVALB QPRT RASGRP4 REN RESP18 RGS8 RLN1 RTBDN RYR1 SCN1A SCN9A SEZ6L2 SLC24A1 SLC25A41 SLC28A3 SLC38A11 SLC38A5 SLC9A4 SLFN5 SLITRK1 SMTNL1 SOX17 SPACA7 SPATA3 SPINT4 STRA6LP SULT2B1 SYBU SYT3 TBATA TBX22 TCAM1P TDRD1 TFAP2B THSD4 TJP3 TLR12P TMEM184A TMEM232 TMEM45B TMEM63C TNF TNFRSF13C TNFRSF8 TNK1 TRIM15 TTLL6 TYMP UCP1 UPK2 UPK3A VRTN VTN WFDC10A WNT8B ZDHHC22 ZIC4 ZNF663P MIKKELSEN_MEF_ICP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_ICP_WITH_H3K4ME3_AND_H3K27ME3 ADM2 CACNB3 CALY CNTNAP1 CORO1A EXTL1 FGF10 FRMD4A IDO1 KCNA4 KCNJ2 KLHL1 LIN28B LRRTM3 MCHR1 MDH1B MEIS1 NOL3 NOL4 NPY1R NPY2R OPCML PAK5 PCDH20 PCSK1 PTH2R PTPRR RNF207 ROBO2 SACS SERPINI1 SOX6 SPTSSB SYT1 TAL2 TMEM100 USP44 YPEL4 MIKKELSEN_MEF_LCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_LCP_WITH_H3K27ME3 ABCG5 ABCG8 ADAMTS13 ADAMTSL2 ATP1A2 BTBD17 BTNL10P BTNL9 C16orf89 CARD14 CCDC187 CCM2L CD207 CDH7 CDHR2 CIBAR2 CLSTN3 CNTNAP2 ENTPD8 EPPIN FGF23 FNDC8 FUT7 G6PC1 GJA5 GOLT1A GUCY2F HAPLN2 HDC HTR3B IL17RE KCNIP3 KRTAP5-2 LCN8 LHX4 LRCOL1 MMEL1 MRGPRG MYL2 MYO1F NHLH1 NR0B2 NTNG2 OR6B2 PAX4 PDZK1IP1 PKLR PLCB2 PLCD4 PPY PRND PRR15L RD3 RGS14 RNF224 SEPTIN12 SLC13A2 SLC16A8 SLC17A7 SLC45A3 SLC4A1 SOST SP6 SP7 STRA6 TNFRSF9 TRPM2 TXNDC8 USP37 WFDC21P ZNF385C MIKKELSEN_MEF_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_MEF_LCP_WITH_H3K4ME3 ACOT11 ACTG2 AKNA AMPD3 ANGPTL2 ANXA1 ARAP1 ARHGDIB ARHGEF11 ASPN BTC C1QTNF6 C1orf54 C20orf96 C6orf118 CAB39 CAPG CASP12 CASP4 CCDC9 CCL7 CCN4 CCN5 COL3A1 COL6A1 CP CPA6 CYP2J2 CYP4F3 DAB2IP DAPK3 DDR1 DMPK ECM1 ECM2 ECSCR ELOVL1 EMILIN1 EMP3 FBXW10 FHL1 GAL3ST4 GBP2 GGNBP1 GLMP GLRX GPR173 GPSM3 GSTM1 HACD4 HGF IFI35 IFIT1B IKBKE IL17RC IL18RAP IL1RN INHBA IQSEC2 KIAA1671 LDB3 LGALS3BP LGALS9 LPIN3 LSP1 LUM MAB21L3 MASP1 MMP19 MR1 MRGPRF MRPS21 MYO7A NNMT NYAP1 OGN OLFML1 OSGIN1 P2RX6 PCOLCE PDGFRB PHYHD1 PINLYP PKIG PLPPR2 POSTN PRICKLE3 PRRG2 PSPN RAB43 RAB7B RDH5 RNASE10 RNF123 RUFY4 SARDH SCN2B SEC16B SERPINB8 SERPINB9 SERPINF1 SH3KBP1 SNX10 SOAT2 SPACA6 STYXL2 TAPBPL TBXA2R TEF TLR4 TMEM176A TMEM176B TMEM248 TNFRSF14 TNKS1BP1 TNS2 TREX1 TRIM21 VEGFD VWA5A WARS1 XAF1 XDH ZFAND6 ZFP57 ZMYM2 ZNF583 ZSCAN2 MIKKELSEN_NPC_HCP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_HCP_WITH_H3K27ME3 ABCG1 ADGRB1 ADRA2C AJM1 ALDH1A2 ALK ALX1 ALX3 AMIGO2 ANKRD63 ATP12A ATP2B2 B3GNT7 B4GALNT2 BCL11A BHLHE23 BMP4 BMP6 BNC1 BNC2 C12orf56 C1QL1 C1QL2 C1QTNF4 C6orf132 CA10 CA7 CABP7 CACNA2D2 CADM3 CALCR CARTPT CBLN4 CCDC92B CCKBR CDH1 CDH8 CDX2 CELSR1 CHAT CHRNA4 CLDN7 CLSTN2 CNNM1 CNTN2 COBL COL13A1 COL14A1 COL15A1 COLEC12 CPLX1 CPNE5 CPZ CRB3 CRHR1 CRTAC1 CRYBA2 CXCL14 CYP26A1 CYP2S1 DACT2 DBX1 DEGS2 DLGAP2 DLX3 DMBX1 DMRT1 DMRT2 DMRT3 DOCK8 DPP10 DRD2 DSCAML1 ECEL1 EIF4E3 EMX1 EPHA8 EVA1A EVX1 EVX2 FAM163B FAM167A FAM43B FAM89A FBLL1 FEV FEZF2 FFAR4 FGF14 FGF3 FGF4 FIBCD1 FLT3 FOXB2 FOXD3 FOXE3 FOXG1 FOXL1 FOXN4 FSTL4 GABRA5 GABRG3 GALNT13 GALR3 GATA5 GFI1 GHSR GJB2 GJD2 GPR27 GPR37 GRIK3 GRIN1 GRIN2B GRM7 GSX1 GSX2 HCK HCN1 HCN2 HCRTR1 HECW1 HES2 HOXA11 HOXA13 HOXA9 HOXB1 HOXB2 HOXB3 HOXB4 HOXB5 HOXB7 HOXB8 HOXB9 HOXC10 HOXC13 HOXC6 HOXC8 HOXC9 HOXD10 HOXD11 HOXD9 HPCAL4 HR HRH3 HS3ST6 HTR1A HTR7 IGF2 IGF2BP1 IGFBPL1 IGSF21 IHH IKZF1 IKZF3 IL11 IQSEC3 IRF5 ISL1 JAG2 JHY JPH3 KCNA7 KCNH1 KCNK3 KCNK6 KCNQ1 KCNQ2 KCNS2 KCNS3 KCTD8 LAD1 LBX1 LEMD1 LHX5 LHX8 LIN28A LIPG LLGL2 LMX1A LRAT LRFN5 LRRC26 LSR LTBP2 LY6H MAL MAL2 MAP3K21 MAST1 MESP1 MIXL1 MPPED1 MSC NALF2 NEFH NELL1 NEUROD2 NEUROG3 NFATC2 NKX2-1 NKX2-3 NKX6-1 NLRP6 NPAS1 NPAS2 NPR3 NPTXR NXPH2 ONECUT3 OPRD1 OTOP1 OTP OVOL1 OVOL2 PAPPA PAX1 PAX3 PAX7 PDGFB PDX1 PENK PGBD5 PGR PHF24 PHLDA2 PITPNM3 PITX1 PLK5 PLXDC1 POU2F3 POU4F2 POU4F3 PPM1N PPP2R2C PRDM16 PRKCZ PROK2 PROKR2 PRPH PRXL2B PTF1A PTH1R PTPRN PTPRT PYY RAB11FIP1 RAB11FIP4 RAB37 RALYL RAP1GAP2 RASGEF1C RBFOX3 RIPK4 RPRML RSPO1 RTN4R RXRG RYR2 S1PR5 SALL4 SCN4B SCN5A SCNN1G SCRT1 SCUBE1 SERINC2 SFRP1 SFRP5 SGPP2 SHISA6 SIGIRR SIM1 SIM2 SIX6 SKAP1 SKOR1 SLC12A5 SLC17A6 SLC22A3 SLC30A3 SLC38A4 SLC6A17 SLC6A20 SLC6A3 SLC6A5 SLC7A14 SLC9A2 SLCO4C1 SLIT2 SNAI3 SNHG11 SORCS3 SOWAHB SOX18 SP8 SPINT1 SPTBN2 SRCIN1 ST8SIA3 ST8SIA6 STAC2 STBD1 STMN2 SULT4A1 SYNE3 SYT12 SYT2 TBX21 TBX3 TBXT TCERG1L TCF15 TDRP TFAP2B TFAP2C TFAP2D TLX1 TLX3 TMEM130 TMEM132E TMEM150C TMEM151A TMEM163 TMEM91 TNFRSF11A TNFRSF1B TP73 TRPC6 UCN UNCX UTF1 VAT1L VAX1 VDR VGLL2 VIPR1 VSX1 VWA2 WNT1 WNT10A WNT3A WNT4 WNT9B ZNF536 MIKKELSEN_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_HCP_WITH_H3K4ME3_AND_H3K27ME3 A4GALT ABLIM2 ACAN ADAMTS2 ADAMTS8 ADORA1 ADORA2B ADRA2B ADRB3 AFF3 AHNAK AK5 AMER3 ANKRD33B AP3B2 ARG2 ASCL2 ATOH1 ATP7B BAIAP2L1 BHLHE22 BICDL1 BIK BMF BMI1 BMP8A C2CD4B CAMKK1 CASZ1 CBLN1 CCDC85A CCNO CDH11 CDH22 CDHR1 CDK5R2 CDKN1A CDS1 CELSR3 CHRNA5 CHST8 CLDN23 COCH COL27A1 CPEB1 CRH CSMD1 CXCL12 CXCR4 DISP3 DLL4 EFCC1 EGFLAM EGR4 ELFN1 EMB EOMES ERBB3 ESRRB FAM78A FBXO43 FGF11 FGF19 FGF5 FGF9 FLI1 FLT1 FOXB1 FOXC2 FOXD4 FOXF1 FOXF2 FOXQ1 FRMD5 GABRA4 GAD1 GALNT14 GATA6 GCH1 GCHFR GDNF GJA3 GNAL GNG8 GPAT3 GPC5 GPR45 GPR88 GPRC5C HMX1 HMX2 HOXC4 HOXC5 HOXD1 HOXD13 HRK HS3ST3A1 ICA1L IGF2BP2 INA INSM2 ITGA3 JPH1 KCNA1 KCNA3 KCNC4 KCNH3 KCNJ4 KCNK1 KCNK12 KCNMA1 KDELR3 KIAA1549L KIF5C KLHDC8A KNDC1 LAMA1 MAP3K9 MAPK8IP2 MFSD4A MMP24 MNX1 MSX2 MYRIP NDRG1 NEFL NEFM NEUROG1 NEUROG2 NGFR NMNAT2 NOG NPPC NRARP NTNG1 NXPH3 NXPH4 OAF OCLN P4HA2 PAQR9 PCDH8 PCSK2 PLAG1 PLEKHG3 PLTP PLXNA4 PODN PRDM6 PRMT8 PSMB9 PTGER3 PTGER4 PTGFRN PTH2 PTPN5 PTPRN2 PTPRU RAB20 RASGEF1B RASGRF1 RASSF5 RELN RET RGS6 RGS9BP RSPO2 SATB1 SEMA7A SFI1 SH3RF3 SHH SIX2 SLC24A2 SLC24A4 SLC26A4 SLC30A10 SLC35D3 SLC35F2 SLC40A1 SLC6A15 SMAD6 SMOC2 SNTB1 SOX1 SPIRE2 ST8SIA2 STK32C STX3 SYNM TACR1 TEAD4 TENM4 TFAP2A TGFB1 TMEM181 TMTC4 TRNP1 TSPAN18 TUB TUBA4A UNC5A VGF VSTM2B WNK2 WNT11 WNT6 WNT9A XKR5 ZNF296 MIKKELSEN_NPC_ICP_WITH_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_ICP_WITH_H3K27ME3 CFAP65 ESRP1 FXYD7 HOXB13 ISLR2 LIN28B MATN1 MLPH POU2AF1 PVALB RGS8 TTLL6 MIKKELSEN_NPC_ICP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_ICP_WITH_H3K4ME3 A2M AADAT ABCA8 ABCA9 ABCD2 ACSBG1 ACTN3 ACTR6 ACY1 ADAL ADAMTS12 ADAMTS4 ADAMTS6 ADCY6 ADD3 ADHFE1 AGPAT4 AK1 AKAP7 AKR1B10 AKR1E2 ALDOC ALG3 ALKBH8 ALOXE3 ANGPT1 ANGPT2 ANK2 AOX1 APOBEC3B APOOL ARHGAP18 ARHGEF9 ARMH4 ASB15 ASB7 ATG4A ATOSA ATP13A4 ATP5MC1 ATP6V1G2 ATXN7L1 AXL B3GALT2 BAK1 BBS1 BCHE BCL2L2 BIVM BLZF1 BMERB1 BPGM BRSK1 C12orf4 C5orf34 C8orf48 CA3 CALD1 CAMK1 CAPN1 CAVIN2 CBLN3 CC2D2A CCDC141 CCDC28B CCDC39 CCDC77 CCDC93 CD274 CD44 CD99L2 CDH10 CDHR4 CDKN2C CFAP52 CHAC2 CHM CHRNB4 CLCN5 CLEC2D CLIC1 CNPY4 CNTN6 CNTNAP1 COL1A1 COL4A5 CORO1A COX6A2 CPEB4 CPT1C CREB5 CSRNP3 CSTPP1 CTNND1 CTNS CTSO CTU1 CWF19L2 CYB5R2 DCLRE1A DCLRE1C DDR2 DECR2 DENND2B DGKB DGLUCY DLG4 DNAI3 DNAJC12 DNAJC4 DNALI1 DNASE1L1 DPP7 DRC3 DTNA DUSP19 DYNC2LI1 DYNLRB2 DYNLT3 ECH1 EHBP1 EMP1 ENTPD1 ENTREP3 EOLA1 ERICH6 ETFBKMT ETV1 EXOC4 EXTL1 FAM111A FAM13A FAM222B FAM3A FAS FASTKD1 FASTKD2 FBP2 FBXO16 FBXW7 FIS1 FKBP14 FKBP7 FLAD1 FLRT3 FNDC11 FRG2B FRMD4A FRRS1 FTSJ1 FUNDC1 FUNDC2 G0S2 GAB3 GABRG1 GALE GAP43 GCDH GEMIN6 GHDC GMPPA GNG2 GOLPH3L GOSR1 GPER1 GPM6A GPR183 GPX8 GRIK5 GRM3 GRN GSTM1 GSTM2 GTF2H4 H1-6 HDAC6 HDAC9 HMG20A HMMR HRAS HSD17B11 HSPA1L HSPB6 HYAL1 IDNK IFI44L IFIT2 IFITM2 IFT56 IFTAP IGBP1 IKZF2 INHA INTS9 IRGM ITM2A KATNAL2 KCNA4 KCND2 KCNJ2 KCTD20 KDM6B KIF14 KLC4 KLHL5 LAMB2 LARS1 LIMA1 LIN52 LIPA LIX1 LOXL3 LPAR4 LPAR6 LRP1 LRRC4B LRRC4C LRRN3 LRRTM2 LRRTM3 LSG1 LY96 LYSMD1 LYSMD4 MAPK10 MBNL2 MCTS1 MDH1B MEAK7 MED24 MEGF10 METTL15 MGST1 MMACHC MOSPD1 MPI MPST MPV17 MRGPRE MRPL35 MRTFB MT3 MTCL3 MTERF2 NAV3 NCAN NCKAP5 NDP NEIL1 NICN1 NIF3L1 NME7 NMRAL1 NOL4 NOL8 NOP10 NOSIP NQO1 NRXN1 NSUN6 NUDT13 NUDT22 NXPE4 OSBPL7 OSGEPL1 P2RX7 PABIR2 PAFAH2 PANK1 PBX1 PBXIP1 PCDH9 PCDHB13 PCDHB2 PCDHB4 PCLAF PCYT1B PDE1A PDE1C PDE4B PHKG2 PLAT PLD1 PLIN2 PLPP7 PML POLD4 POLR2K PPARGC1A PPP2R3C PPP2R5C PRCP PRIM1 PRPF31 PRR11 PRRC2A PTER PTN PUS3 PYCR1 RAB13 RAD51B RAD54L RAI14 RAPGEF3 RBBP9 RBM4 RBM41 RBMS2 RBMS3 RCOR2 RDH11 RECQL5 REM2 RFTN2 RFX5 RHOJ RIN2 RIOK2 RP2 RPL10 RPL19 RTTN RUFY3 S100B SAP30BP SAT2 SCNM1 SCRG1 SEMA3A SERINC4 SERPINI1 SFXN3 SH3BGRL SIPA1 SLC12A6 SLC15A2 SLC26A7 SLC37A4 SLC38A7 SLC7A11 SLC9A9 SLITRK1 SLITRK6 SMARCAL1 SMIM26 SMUG1 SOX5 SPARC SPARCL1 SPRED3 SPSB3 SRGAP3 SRPK2 SSPN STC1 STOML1 SUMF2 SUPT7L SUSD4 SYN3 SYNJ2 SYT1 SYT3 TBC1D22B TBKBP1 TCAF1 TCEAL8 TCIM TCN2 TCTN2 TFPT TGFB3 THBS3 TIMM21 TJP3 TKFC TLK2 TLR2 TMEM100 TMEM14A TMEM198B TMEM242 TMEM256 TMEM35A TMEM67 TMEM69 TNFAIP6 TOMM40L TOR1AIP2 TPCN2 TPP1 TRAK1 TRAPPC13 TRAPPC14 TRIM16 TRIM46 TRMT10B TSNAXIP1 TSPAN11 TTC23 TTLL9 TUT1 TXLNB USP49 VCAM1 VGLL4 VPS41 VPS50 WASHC3 WBP1L WDCP WDR12 WDR24 WDR38 WDR83OS YPEL4 ZBTB18 ZC3HC1 ZC4H2 ZEB2 ZFP82 ZFYVE26 ZIK1 ZKSCAN5 ZMAT5 ZMYND8 ZNF112 ZNF124 ZNF182 ZNF235 ZNF239 ZNF260 ZNF276 ZNF317 ZNF354B ZNF416 ZNF429 ZNF454 ZNF565 ZNF585B ZNF608 ZNF646 ZNF708 ZNF724 ZNF845 ZRANB3 ZSWIM2 ZSWIM9 MIKKELSEN_NPC_LCP_WITH_H3K4ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_LCP_WITH_H3K4ME3 AGT AKNA AKT3 AMPD3 ARHGEF11 BTBD17 C1orf54 C20orf96 CAB39 CAMK1G CASP12 CP CYP2J2 CYP4F3 DAPK3 DDR1 DHRS7C ECM2 ECRG4 EMILIN1 FABP7 FGD4 FGF1 GAL3ST4 GBP2 GGNBP1 GLMP GLRX GPD1 GPR173 GPSM3 IQUB KCNIP3 KIAA0232 KIF1C MASP1 MLC1 MMP1 MRPS21 PINLYP PIPOX PLCD4 PLPPR2 PTGDS RDH5 SARDH SEC16B SERPINB8 SLC25A18 STYXL2 TGM5 TIMP4 TMEM176A TMEM248 TNS2 TREX1 TRIM21 VWA5A ZMYM2 ZSCAN2 MIKKELSEN_NPC_WITH_LCP_H3K27ME3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_NPC_WITH_LCP_H3K27ME3 ADGRE4P BLK CCM2L CCN5 CYSRT1 GSDMA KRT77 PRELP RP1 MIKKELSEN_PARTIALLY_REPROGRAMMED_TO_PLURIPOTENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_PARTIALLY_REPROGRAMMED_TO_PLURIPOTENCY CCND1 CDH13 CDKN1A CDKN2A FOXD1 PERP PHOX2B SLC38A5 SYNE2 TFAP2A MIKKELSEN_PLURIPOTENT_STATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_PLURIPOTENT_STATE_DN CAMK2D CASP8 CBX4 CCND2 CDK6 ID3 JAK2 TGFBR2 MIKKELSEN_PLURIPOTENT_STATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIKKELSEN_PLURIPOTENT_STATE_UP ASH2L CBX7 CCNB1 CRIPTO DNMT3L DPPA5 KAT6B LIN28A NANOG REXO1 SUV39H2 MILICIC_FAMILIAL_ADENOMATOUS_POLYPOSIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILICIC_FAMILIAL_ADENOMATOUS_POLYPOSIS_DN ACKR1 C3 CCL19 CCL21 CR2 CXCL13 FBLN1 IGLV3-10 MYL9 PYY MILICIC_FAMILIAL_ADENOMATOUS_POLYPOSIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILICIC_FAMILIAL_ADENOMATOUS_POLYPOSIS_UP CDH3 CEMIP DEFA6 FZD3 LCN2 MSX2 PCSK1 SLCO1B3 TACSTD2 XIST MILI_PSEUDOPODIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA ANKRD11 APC BBIP1 BMI1 C1orf216 CCDC34 CCND2 CCNG1 CENPB COA5 CYB5R3 DCAF5 DDR2 DKC1 DYNLL2 DYNLT3 EIF2A EIF3E FBXO32 GAB2 HNRNPA3 HTATSF1 INPP1 KANK2 KCTD10 KIF1C KIF5B MAP1B MAP2K7 MFF NAA50 PALLD PHLDB2 PKP4 PPFIA1 RAB13 RBIS RFLNB RGS20 SAMD4A SEPTIN7 SH3BGRL SSB TP53INP2 VCPIP1 XAF1 ZBTB12 ZEB1 MILI_PSEUDOPODIA_CHEMOTAXIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA_CHEMOTAXIS_DN ABCA2 ABCA3 ABCA7 ABCC1 ABCC10 ABCC5 ABHD12 ACKR3 ACLY ACTL6A ACVR1 ADAMTS5 ADAMTSL4 ADD1 ADNP2 ADORA2B ADRB2 AGFG2 AHCTF1 AKAP1 AKR1B10 ALG1 ALKBH1 ANGPTL2 ANKRD11 ANXA7 AP2A2 APLP2 APP AQP1 AREL1 ARHGAP17 ARMC9 ASAP1 ATAT1 ATP10A ATP13A1 ATP1A1 ATP5IF1 ATRN AXL B3GNT2 B4GAT1 BAIAP2 BCAP31 BCL9 BCLAF1 BIRC2 BMP1 BRMS1 BTG1 C1GALT1C1 C1R C1S C6orf89 CALD1 CCNT2 CCNY CD109 CD9 CDIP1 CDS2 CHKA CHPF2 CHST12 CHUK CKAP4 CLCF1 CLCN4 CLCN6 CLDN9 CLIC1 CLSTN1 CNNM2 CNOT3 COL16A1 COL4A1 COL4A5 COL4A6 COL5A1 COLGALT1 CPSF7 CSPG4 CTNNA1 CTNNB1 CTSB CUL4A CUX1 CYBC1 CYP4F8 DAG1 DCAKD DCBLD1 DDOST DDR1 DEGS1 DGAT1 DGCR2 DHRS7 DHX30 DIAPH1 DIDO1 DNAAF9 DNTTIP1 DOLK DPF2 DUSP1 E4F1 ECM1 EDEM2 EIF1 EIF2AK3 ELOVL1 EMC1 EMILIN1 EPB41L2 EPHB4 ERH ERO1A ESD ESYT1 F3 FADS3 FAM171A1 FAM53B FBLN2 FGF7 FGFR1 FIBP FLNB FN1 FOS FOSB FRMD4A FUS FZD2 FZD7 GAA GALNT18 GANAB GAS5 GCN1 GGCX GGNBP2 GLA GLG1 GMCL1 GMPR2 GNB1 GNS GPAA1 GPI GPR108 GPRC5B GRN GSK3B GSPT1 H3-3B HACD3 HLA-A HLA-DMB HMGCR HMGCS1 HNRNPDL HSD17B12 HSF1 HSPA5 HSPA8 HTT IGF1R IGSF3 IGSF8 IL6ST ILF3 ITGA3 ITGA5 ITGB1 ITPRIP KATNBL1 KCNN4 KCNQ1OT1 KDM6B KHK KLF3 KLF6 KRIT1 LAMB2 LAMC1 LDLR LETMD1 LGALS3 LGMN LHFPL2 LIME1 LMBRD1 LOX LRP1 LRP12 LRRC8C LTBP4 LY6E MACO1 MALAT1 MAN2B1 MAPK8IP3 MAST4 MATN2 MATN4 MED15 MFSD10 MFSD11 MFSD14B MFSD9 MIER1 MIR23A MMP11 MMP14 MOGS MPG MPZL1 MSLN MST1 MTCH2 NAA40 NAGA NAGK NAGLU NCEH1 NDEL1 NEAT1 NEDD4L NEU1 NFIB NFKBIZ NHLRC3 NISCH NOC2L NONO NPC1 NPR2 NRP1 NRP2 OBSL1 OGA OGT OSBPL9 P2RX4 P3H1 P4HA1 P4HA2 PABPN1 PAM PAN3 PCDH1 PCDH19 PCNX3 PDE7A PDGFRA PDGFRB PDIA3 PDIA5 PDIA6 PFKL PHB2 PI16 PIGM PIK3IP1 PIM3 PKD1 PLA2G7 PLAT PLD3 PLEKHM2 PLOD1 PLXNA3 PLXNB2 PNKP PNPLA7 POFUT1 POFUT2 POGLUT2 POLDIP3 POLG POR PPIL2 PPP1R10 PPP6R3 PPT1 PRKAG1 PRNP PSAP PSMD1 PTGS1 PTPRA PTPRF PTPRS PUF60 PVR QSOX1 RAB5B RACK1 RANBP3 RARA RBM39 RBX1 RCN3 RGMB RGS3 RIOK1 RNF10 RNPS1 RPAP1 RPL12 RPL3 RPL30 RPL8 RPLP0 RPN1 RPN2 RPS10 RPS24 RRBP1 RUSC2 SBNO2 SCAMP2 SCD SCFD1 SCPEP1 SEC61A1 SEC61A2 SEL1L SELENOS SEMA3B SEMA3F SEMA4C SERINC1 SERINC3 SERPINB6 SERPINE1 SERPINF1 SF3B3 SFI1 SFPQ SFSWAP SGMS1 SGPL1 SHQ1 SIGMAR1 SIRT3 SLC10A3 SLC11A2 SLC12A4 SLC12A9 SLC16A1 SLC19A1 SLC19A2 SLC1A4 SLC20A1 SLC20A2 SLC23A2 SLC29A1 SLC2A1 SLC2A10 SLC30A6 SLC35A2 SLC35F6 SLC38A10 SLC38A2 SLC38A4 SLC39A14 SLC39A7 SLC44A2 SLC4A7 SLC6A6 SLC7A6 SLC8B1 SLCO2A1 SMG5 SMIM14 SNED1 SNHG3 SNORD30 SNRNP48 SNX14 SNX29 SNX5 SOCS3 SOD1 SOD3 SON SPNS1 SPPL2A SPTLC1 SQSTM1 SREBF2 SRI SS18L1 STEAP3 STT3A SUN1 SUN2 SYVN1 TAP2 TAPBP TCF25 TCTN1 TENM4 TGIF1 THBS1 THBS3 THRAP3 TIMP2 TIMP3 TLN1 TLR2 TM2D3 TM9SF1 TM9SF2 TMED7 TMEM109 TMEM33 TMEM43 TMPPE TNFSF9 TOR1B TPBG TRA2A TRAM1 TRIM35 TRPS1 TTC19 TTC7A TUBGCP4 TWSG1 TXNDC5 TXNIP TYW1B UBE2B UBE2I UBTF USP14 USP53 USP7 VASN VCL VCP WDR26 WLS WWP2 ZDHHC5 ZFP36 ZFYVE27 ZMIZ1 ZMYND8 ZNF562 ZSWIM8 ZZEF1 MILI_PSEUDOPODIA_CHEMOTAXIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA_CHEMOTAXIS_UP ABRACL AKAP12 AMMECR1 ANKRD11 ANP32B APC APOBR ATF5 BBIP1 BMI1 C1orf216 CCDC34 CCND2 CCNG1 CENPB CMC1 COA5 COX20 CPLX2 CYB5R3 DCAF5 DDR2 DKC1 DYNLL2 DYNLT3 EIF2A EIF2S2 EIF3A EIF3E FBXO32 GAB2 GLTP GOLGA4 GXYLT1 HMGN5 HNRNPA3 HTATSF1 IFT25 IGIP INPP1 KANK2 KCTD10 KIF1C KIF5B KLHL12 LZTS3 MAP1B MAP2K7 MATR3 MFF MTPN NAA50 NAP1L1 NBEAL1 NCL PALLD PDAP1 PGGT1B PHLDB2 PKN1 PKP4 PPFIA1 RAB13 RASSF3 RBIS RFLNB RGS20 SAMD4A SCAPER SEPTIN7 SH3BGRL SH3PXD2A SSB TP53INP2 TRAK2 TRIM5 UPF3A VCPIP1 XAF1 ZBTB12 ZEB1 ZEB2 ZNF17 ZNF442 MILI_PSEUDOPODIA_HAPTOTAXIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA_HAPTOTAXIS_DN ABCB10 ABCC1 ABCC5 ABHD1 ABHD12 ACTL6A ACVR1B ADAM17 ADCY6 ADGRA2 ADGRA3 ADGRL2 ADORA2B ADRB2 AHSA1 AKAP1 ALG12 ALG3 ALG9 AMOTL2 ANGPTL2 ANKH ANKLE2 ANKRD11 ANKRD39 ANO10 ANO6 AP2A2 APLP2 APMAP AQP1 ARHGAP23 ARHGEF7 ARID1A ARMC9 ATF6B ATG16L1 ATG9A ATP10A ATP10D ATP11A ATP13A1 ATP1A1 ATP2A2 ATP5MC2 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0B AXL B3GALT6 B3GNT2 B4GALT1 B4GALT5 BAIAP2 BCAP31 BICD2 BLTP2 BMP1 BSG BTD BTG2 C16orf54 C2CD2L C5orf22 C6orf120 CABLES2 CALU CANT1 CCDC107 CCDC134 CCL7 CCNT1 CD109 CD151 CD276 CD34 CD47 CD81 CD9 CD99L2 CDAN1 CDC20 CDIP1 CDIPT CDS2 CERS2 CERS5 CES2 CHST14 CHSY1 CHUK CKAP4 CKLF CLASRP CLCF1 CLCN6 CLCN7 CLDN12 CLDN9 CLPTM1L CLSTN1 CMTM6 CMTR1 CNOT3 CNPY3 COL1A2 COL4A1 COL4A2 COL4A5 COLGALT1 CPD CREB3 CREB3L2 CREG1 CRTAP CSF1 CST3 CTIF CTNS CTR9 CTSD CTSV CTSZ CUL4A CXCL6 CYB561D2 CYP4F8 DAD1 DAG1 DCBLD1 DCBLD2 DDOST DDR1 DEGS1 DERL2 DGCR2 DHRS13 DHRS7B DNAJC1 DNAJC22 DOLK DPAGT1 DPF2 DPY19L3 DRAM1 DTNA DUSP1 E2F2 EBP ECE1 EFNA1 EFNB1 EIF2AK3 ELOVL1 ELOVL5 EMC1 EMC7 ENC1 ENDOD1 ENTPD6 EPHB2 EPHB4 EPPK1 ERBB2 ERG28 ERGIC1 ERLIN1 ERMP1 ESYT1 ESYT2 EXOSC10 EXT2 FAF2 FAM171A1 FAM3A FAM83D FBXL6 FBXO34 FGFR1 FGFRL1 FITM2 FKBP10 FKBP11 FKBP2 FLNA FLNB FLNC FZD2 FZD7 FZR1 G6PC3 GAA GANAB GAS2L3 GBA1 GDNF GGA2 GGTA1 GJA1 GJB3 GJC1 GLA GLB1 GLG1 GLMP GLRX3 GNS GOT2 GPC1 GPR89A GPRC5A GPRC5B GRAMD4 GRN GTF3C1 GUSB HACD2 HACD3 HARS2 HBEGF HEG1 HELZ2 HGSNAT HJURP HLA-A HLA-B HLA-DMB HMGCR HMMR HOXB3 HOXD4 HS2ST1 HSD17B12 HSD17B7 HSPA5 HSPG2 HTT HYAL2 ICMT IFNAR2 IGF1R IGFBP6 IGSF8 IL17RA IL17RD IL34 IL4R IL6ST ILVBL INCENP IPO4 IQGAP1 ITGA3 ITGA5 ITGB1 ITM2C ITPR3 ITPRIP JAGN1 JKAMP KANSL3 KANTR KCNN4 KDELR2 KDSR KIAA2013 KIF22 KIFC1 KMT2B LAMB1 LAPTM4B LARGE1 LASP1 LAYN LCLAT1 LDLR LENG8 LHFPL6 LIF LIPA LMAN1 LMAN2 LMF2 LMTK2 LOXL3 LRIG3 LRP1 LRP10 LRP12 LTBP1 LTBP2 LTBP3 LY6E M6PR MAFG MANF MARVELD1 MBOAT7 MED15 MEN1 MFGE8 MFHAS1 MFSD1 MFSD10 MFSD11 MFSD14A MFSD14B MFSD5 MGAT1 MGAT2 MIA3 MIGA2 MINPP1 MLEC MMP2 MOGS MPDU1 MPZL1 MRC2 MSLN MSMO1 MYADM MYDGF NAGK NAGPA NCAM1 NCLN NDST1 NDST2 NEAT1 NECTIN2 NEDD4L NEO1 NFIB NFKB2 NFKBIE NHLRC2 NID1 NISCH NLGN2 NOL11 NPTN NPTXR NRM NSMCE3 NUMA1 OAF OBSL1 OGFOD3 OGT ORAI1 ORMDL2 P4HA1 P4HA2 PALD1 PAN3 PANK4 PCDH1 PCDH19 PCDHGC3 PCNX3 PCOLCE PDCD11 PDGFRB PDIA3 PDIA4 PDIA5 PDIA6 PEAR1 PHB2 PHRF1 PIEZO1 PIGK PIGO PIGS PIGU PIGX PIM3 PIMREG PKMYT1 PLA2G15 PLAGL2 PLEC PLK1 PLOD3 PLPP1 PLXNA1 PLXNB2 POFUT2 POGLUT2 POLDIP3 POLG POLR3A POLRMT POMGNT2 POMT2 POR PPFIBP1 PPIL2 PPM1L PPP1R10 PPP1R15B PRDX4 PRKCSH PROSER1 PRSS23 PSEN1 PSMD7 PTCH1 PTDSS2 PTGES PTGS1 PTPN23 PTPRF PTPRK PTPRS PTTG1IP PUF60 PXDN PXYLP1 QPCTL QSOX1 RACK1 RAET1L RAI1 RAP1GAP2 REEP3 RER1 RETSAT RGMB RNASEK RNF10 RNF121 RNF26 RNPS1 RPL12 RPL30 RPL8 RPLP0 RPN1 RPS10 RPS17 RPS24 RPS9 RTN3 RTN4 S1PR2 S1PR3 SBF1 SBNO2 SC5D SCAMP2 SCAMP3 SCARB1 SCD SCFD1 SDC1 SEC11A SEC61A1 SEC61A2 SELENOS SEMA4C SERINC1 SERPINH1 SETD1A SF3B3 SFSWAP SFT2D1 SGMS1 SGMS2 SGPL1 SGPP1 SHISA5 SIGMAR1 SLC10A3 SLC11A2 SLC12A4 SLC16A1 SLC16A13 SLC19A1 SLC19A2 SLC20A1 SLC20A2 SLC22A23 SLC23A2 SLC27A4 SLC29A1 SLC2A1 SLC2A10 SLC30A1 SLC30A5 SLC30A6 SLC30A7 SLC35A2 SLC35B4 SLC35E2B SLC35F6 SLC36A1 SLC38A1 SLC38A10 SLC38A2 SLC38A4 SLC39A10 SLC39A13 SLC39A14 SLC39A6 SLC39A7 SLC41A1 SLC43A3 SLC44A2 SLC45A4 SLC46A1 SLC49A4 SLC4A7 SLC50A1 SLC52A2 SLC5A6 SLC66A1 SLC7A5 SLC7A6 SLC9A1 SLC9A5 SLC9A6 SLCO2A1 SMPD1 SMPD3 SNAI1 SNORA71C SNX21 SOAT1 SOCS1 SOD3 SON SPARC SPATA2 SPCS2 SPNS1 SPPL2A SPPL2B SPPL3 SPTLC1 SPTLC2 SQLE SQSTM1 SRD5A3 SREBF1 SREBF2 SRI SRPRB SSH1 SSR3 ST3GAL2 ST6GALNAC4 STC2 STEAP3 STING1 STON1 STT3A SUCO SURF4 SYNGR2 SYS1 SYVN1 TAF1C TAF1D TAF5L TAPT1 TBC1D25 TBL2 TEX2 TEX261 TGFB1 TGFBR3 TGOLN2 THBD THBS1 THBS3 TIMP2 TINAGL1 TLCD1 TLN1 TM2D2 TM2D3 TM9SF1 TM9SF2 TM9SF3 TM9SF4 TMBIM4 TMBIM6 TMCO3 TMED1 TMED10 TMED7 TMED9 TMEM101 TMEM109 TMEM115 TMEM158 TMEM161A TMEM184B TMEM185A TMEM19 TMEM201 TMEM245 TMEM248 TMEM259 TMEM33 TMEM41B TMEM43 TMEM63A TMEM63B TMEM86A TMEM97 TMPPE TMX2 TNFRSF12A TNFRSF1B TNFRSF21 TNFSF9 TNRC18 TOR1A TOR1B TOR2A TPBG TPCN2 TRAM2 TRIB1 TRIM11 TRIM35 TRIM45 TRIO TSPAN11 TSPAN14 TSPAN31 TSPAN4 TSPAN6 TSPAN9 TTC13 TTC19 TTC7A TTLL4 TUT1 TXNDC11 TXNDC15 TYMS TYW1B UBAC2 UBE2B UBE2I UBE4A UBIAD1 UNC50 UNKL USP19 UXS1 VARS1 VASN VCL VCP WDR26 WDR62 WIZ XPOT XXYLT1 YIPF3 ZBTB39 ZC3H4 ZCCHC14 ZDHHC24 ZDHHC5 ZDHHC9 ZFP36 ZFYVE27 ZMYND8 ZNF142 ZNF263 ZNF562 ZNF740 ZNRF3 ZZEF1 MILI_PSEUDOPODIA_HAPTOTAXIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MILI_PSEUDOPODIA_HAPTOTAXIS_UP AASDHPPT ABCB7 ABI2 ACBD5 ACSL4 ACTR2 ACTR6 AGFG1 AGGF1 AGTPBP1 AHSA2P AK6 ANAPC4 ANKRD11 ANKRD13C ANLN AP3M1 AP4S1 APC ARHGAP5 ARL5A ARL6 ARMC1 ARMCX3 ARPP19 ASNSD1 ATE1 ATF2 ATP6V1D ATR ATRX BBIP1 BCLAF1 BCLAF3 BEND6 BMI1 BMT2 BORCS7 BTBD1 BTF3L4 BUB1 BZW1 C1D C1orf216 C3orf38 C5orf24 C9orf85 CAB39L CACYBP CAMK2D CAMSAP2 CAPZA1 CAPZA2 CARNMT1 CAVIN2 CCDC141 CCDC34 CCDC90B CCNC CCND2 CCNE2 CCNG1 CCNH CD2AP CDC5L CDKAL1 CDV3 CEBPZOS CELF2 CENPB CENPK CENPP CENPQ CENPU CEP83 CETN3 CFAP97 CFDP1 CFL2 CGAS CHEK1 CHMP1B2P CHMP2B CHPT1 CIP2A CISD1 CISD2 CLOCK CNOT2 CNOT7 COA5 COMMD8 COP1 COPS2 COX7B2 CPSF6 CRBN CRIPT CRYZL1 CSNK1G3 CSTF2 CTBP2 CTTNBP2NL CUL2 CUL3 CUL4B CYB5R3 CYB5R4 CYP2C18 DCAF5 DCAF6 DCLK1 DCUN1D1 DDR2 DDX10 DEK DIXDC1 DKC1 DLG3 DMXL1 DNAJA1 DNAJB4 DNAJC15 DNM1L DOCK11 DPP8 DTNA DYNC1LI2 DYNLL2 DYNLT2B DYNLT3 EFR3A EIF1AX EIF2A EIF2S2 EIF3E EIF3J EIF4G2 EIF5B EMC2 ERBIN ERGIC2 ERI1 ESCO1 ESF1 EXOSC9 FAM133B FAM13B FAM229B FAR1 FASTKD2 FBXO32 FBXW2 FGFR1OP2 FKBP3 FNBP1L FNDC3A FRG1 FXR1 FYTTD1 GAB2 GDI2 GKAP1 GMFB GMPS GNL2 GNPNAT1 GOLPH3 GPATCH4 GPBP1 GPRASP3 GSPT1 GTF3C6 GTPBP4 GULP1 HDAC2 HDGFL3 HERC4 HES5 HIBCH HIF1A HMGCS1 HMGN3 HNRNPA3 HNRNPH2 HNRNPH3 HNRNPK HNRNPR HTATSF1 IDI1 IFI16 IFIT2 IFT74 IFTAP IGF2BP2 IL2 INPP1 INTS13 INTS8 IQSEC2 IRAK1BP1 IRGM ITGB3BP IVNS1ABP IWS1 KANK2 KCTD10 KIAA1143 KIF1C KIF2A KIF5B KPNA3 KRAS KRR1 LARP7 LGALSL LIMS1 LSM14A LST1 LTN1 LZTFL1 MAK16 MAP1B MAP2K7 MAPK8 MAPKBP1 MATR3 MBIP MBNL1 MBNL2 MEF2A METAP2 MFAP1 MFF MIB1 MID2 MKRN1 MLLT3 MOB4 MPP7 MRE11 MRPL13 MRPL47 MRPL57 MRPS14 MRPS18C MRPS22 MRRF MSANTD4 MTAP MTHFD2L MTMR6 MTPAP MTPN MYCBP MYEF2 MYO1H MYO5A NAA15 NAA30 NAA50 NAE1 NAMPT NAP1L1 NCOA2 NCOR1 NEMF NET1 NFIA NIFK NIPBL NIPSNAP2 NPM1 NR3C1 NUDCD2 NUDT2 NUP54 NUSAP1 NXT2 OGFRL1 OLA1 OPA1 ORC2 ORC3 OXR1 PAFAH1B1 PAIP1 PALLD PARP4 PBRM1 PCNP PCYT1B PDCD10 PDCD5 PDK1 PDSS1 PFN2 PHLDB2 PIK3C2A PIP4K2A PJA2 PKP4 PLEKHA8 PNO1 POLA1 POLR1F PPFIA1 PPHLN1 PPP1CB PPP1R12A PPP1R7 PPP2R3A PPP3CA PPP4R2 PPP4R3B PPWD1 PRIM1 PRPF40A PSIP1 PSMC3IP PSMC6 PSMD6 PTAR1 PTP4A1 PTP4A2 PTPN2 PTPN4 PUM3 PWWP3B QKI R3HDM1 RAB11A RAB13 RAB5A RAB8B RABEP1 RALA RANBP6 RAP1A RAP2C RASA1 RBBP8 RBIS RBM25 RBM34 RBM41 RBM7 RFLNB RGS20 RIOK3 RNF115 RNF138 RNF6 RO60 ROCK1 RP2 RPAP2 RPE RPF2 RPL17 RPL21 RPL31 RPS20 RPS6KA3 RPS6KA6 RSPRY1 RTRAF RWDD1 RYBP SACM1L SAMD4A SAMD9L SANBR SARNP SBF2 SCP2 SCRN3 SDHAF3 SELENOT SEPTIN6 SEPTIN7 SERF1A SERPINB9 SETD7 SF3B1 SH3BGRL SH3GLB1 SHOX2 SKP1 SLC25A46 SLC4A1AP SLIRP SLTM SLU7 SMAP1 SMC3 SMC5 SMCHD1 SMCO4 SMIM13 SMIM15 SNAP23 SNHG6 SNX16 SNX5 SNX6 SOS1 SPRED1 SREK1IP1 SRP54 SRSF1 SRSF11 SRSF3 SS18L2 SSB SSBP1 ST13 STAG1 STAG2 STARD10 STARD4 STEEP1 STON1 STRAP STRBP STRN STYX SUCLA2 SUMO1 SYNJ2BP TAF13 TANK TAX1BP1 TBC1D12 TBC1D15 TBC1D8B TCEA1 TCF12 TENT2 THOC1 THOC7 THUMPD3 TIAL1 TIGD2 TIMM8A TLK2 TMEM167A TMEM263 TNKS2 TOGARAM1 TOMM70 TOPORS TP53INP2 TPD52 TRA2B TRAPPC2 TRAPPC8 TRIM44 TRIP4 TRMT11 TSR1 TSTD3 TTC1 TTC33 TUBGCP4 TUT7 TXNDC9 TXNL1 UBA3 UBE2D2 UBE2D3 UBE2V2 UBLCP1 UBR3 UCHL5 UFSP2 UGP2 USP16 USP24 USP46 UTP14A VAMP4 VBP1 VCPIP1 VPS13A VPS35 VPS41 VPS4B VPS54 VTI1B WBP4 WDR26 WDR43 WDR75 WWP1 WWTR1 XAF1 XPO1 YAE1 YAF2 YES1 YME1L1 YTHDC1 YTHDF2 YTHDF3 YWHAB ZBTB12 ZBTB38 ZDHHC2 ZEB1 ZFR ZMAT2 ZMYND11 ZNF131 ZNF24 ZNF277 ZNF326 ZNF519 ZNF560 ZNF616 ZNRF2 ZRANB2 ZRSR2 MINGUEZ_LIVER_CANCER_VASCULAR_INVASION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MINGUEZ_LIVER_CANCER_VASCULAR_INVASION_DN AASS ADH4 CYP3A4 DEPDC7 DPYS GLYAT GLYATL1 KLF9 MASP2 MAT1A MYLK PAH PCK1 PIK3R1 PON1 PPARGC1A RCL1 SLC38A2 SLC38A4 UGT2B15 ZFAND5 MINGUEZ_LIVER_CANCER_VASCULAR_INVASION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MINGUEZ_LIVER_CANCER_VASCULAR_INVASION_UP CD24 CDKN3 CPD GORASP2 HDLBP KDELR1 NARF NDUFS8 NOMO2 PGLS TYMS UBE2C XPOT YY1AP1 MISHRA_CARCINOMA_ASSOCIATED_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISHRA_CARCINOMA_ASSOCIATED_FIBROBLAST_DN BDNF C1S CAT CD24 CD55 CTSA FTL HGF HSPA1A ID2 JUP KRT14 KRT18 KRT19 KRT7 KRT8 MAN2B1 MET MFAP4 MGST1 RARRES2 SFRP2 SPINT2 TCEAL1 MISHRA_CARCINOMA_ASSOCIATED_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISHRA_CARCINOMA_ASSOCIATED_FIBROBLAST_UP BEX5 CA12 CCL2 COL6A1 COL6A2 CTHRC1 CTSK EGR1 FGR FOS FXYD3 GEM HBA2 KRT17 MMP9 PDGFA PDGFRB PLAU RAB3B SESN2 TCN1 THY1 TMEM156 TNC MISIAK_ANAPLASTIC_THYROID_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISIAK_ANAPLASTIC_THYROID_CARCINOMA_DN DLG3 ENPP5 ERBB4 FGFRL1 FRMD3 IKZF2 LIPG LMO3 NR3C2 NTRK2 PCSK2 PHEX PLPP3 RBPMS RORA SH3BGRL2 TMEM245 VSTM4 ZNF544 ZNF704 MISIAK_ANAPLASTIC_THYROID_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISIAK_ANAPLASTIC_THYROID_CARCINOMA_UP ACTC1 ARID3A ARL2 B4GALNT4 BIRC5 CHEK1 COL20A1 DTL FZD10 GINS1 GPC1 GREM1 HCN1 HES7 HIF3A HMGA1 IGF2BP1 KAZALD1 KLHL33 LMNB1 MAD2L1 MME MYLK MYO18B NDNF NRXN2 OTX1 PAX3 PCDH19 POU3F2 PRLR PTH1R RRM2 SCD SERPINE1 SH2D4B SIX4 SLC22A7 SLC7A5 SMTNL2 SP6 SPC24 TBL3 TFRC TRIM9 MISSIAGLIA_REGULATED_BY_METHYLATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISSIAGLIA_REGULATED_BY_METHYLATION_DN AARS1 ACAT2 ALYREF ANP32B ARHGAP19 ARL6IP1 AURKA BUB1B CAD CAV1 CCNA2 CDC25C CDC45 CDC6 CDK1 CDKN2C CDKN3 CDT1 CENPE CENPF CENPM CHEK1 CSE1L CYP2J2 DANCR DCLRE1A DEK DHFR DLGAP5 DNMT1 DTYMK DUT EBP ENOSF1 ESPL1 EXOSC8 EZH2 FASN FBL FOSL1 FOXM1 FUT8 GMNN GMPS H2AZ1 H2AZ2 HAT1 HDHD5 HMGB1 HMGB1P10 HMGB2 HMGB3 HMGN2 HMGN2P9 HNRNPA1 HNRNPAB HNRNPL IFT20 ILF3 ITGB4 KIAA0586 KIF14 KIF22 KIF23 KIFC1 KNTC1 LANCL1 LBR LIG1 LINC00667 LMNB1 MCM5 MDC1 MDFI MECOM MICU1 MKI67 MSH6 MTFP1 NCAPD3 NCAPH NDUFS3 NEK2 NRGN NUSAP1 PAICS PCBP2 PCDH7 PCLAF PIR POLD2 POLD3 PRC1 PRIM1 PRKDC PSIP1 RAB26 RANBP1 RBMX RCC1 RFC4 RFC5 RNASEH2A RPA3 RRM1 SEMA3A SHMT1 SMC1A SMC2 SMC4 SNRNP40 SNRPA SRSF3 STMN1 TK1 TMPO TRIM28 TYMS UBE2C YES1 ZNF175 ZWINT MISSIAGLIA_REGULATED_BY_METHYLATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MISSIAGLIA_REGULATED_BY_METHYLATION_UP ACSS1 AREG ARF4 ARL6IP5 ATF3 ATOX1 ATP1B1 ATP6V0E1 ATP6V1G1 BCL11A BECN1 BIRC3 BLZF1 BST2 CAMSAP2 CCL20 CCS CD55 CD9 CDC123 CDKN1A COL1A1 CTAG1B CTSB CTSL DNAJB2 DUSP1 DUSP5 DUSP6 EVX2 GADD45A GRK4 GRN GSN H2AC21 H2AC6 H2BC12 HLA-E HYAL1 IFI44L IFIT1 IFNGR1 IGF2 IGFBP3 IL1B IL23A IL32 ISG15 ISG20 ITGA2 KDM2A LCN2 LDAF1 LGALS9 LGMN LY6E MAGEC1 MAP1LC3B MAP2K3 MELTF MFGE8 MIR22HG MMP15 MX2 MXD4 MYRIP NEU1 OAS1 OAS2 P4HA2 PAGE1 PANX1 PERP PISD PLAT PLAUR PMEL POLD4 PON2 PPT2 PRDX5 PRSS8 PSAP PSEN1 PSG1 PSG11 PTGS2 QPRT RAB9A RARRES1 RBM38 RCAN1 RNF103 RRBP1 S100P SAT1 SCAMP2 SDC4 SERPINE1 SLC6A8 SLPI SOD2 SP110 SPINT1 SQSTM1 SSX4 ST3GAL5 STAT1 SUSD6 TACSTD2 TAP1 TFPI2 TIMP1 TMEM184B TMEM59 TNFAIP2 TNFAIP3 TRIM21 TXNIP UBD UBE2H UBE2L6 USP9X WFDC2 YPEL5 MITSIADES_RESPONSE_TO_APLIDIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MITSIADES_RESPONSE_TO_APLIDIN_DN ACLY ADD3 AGBL5 AGPAT5 AHCY AKAP11 AKT3 ALDH5A1 ANKRD10 AP3D1 ARHGAP19 ASPM ATP13A3 ATP8A1 ATXN1 AURKA AVL9 BICD2 BIRC5 BLM BLTP2 BUB1 BUB1B CAD CALM3 CAMSAP1 CASP6 CBFB CBX3 CBX5 CCNA2 CCNB1 CCNE1 CD9 CDC42BPA CDC7 CDCA8 CDT1 CENPA CENPF CERK CHAF1A CHD4 CKAP2 CLTC CMPK1 CNOT1 CPNE3 CSE1L CSNK2A1 CTNNA1 CTPS1 CUL3 DAZ1 DCP2 DDAH1 DDX46 DEK DENND1B DEPTOR DERL1 DHCR24 DLGAP5 DROSHA DSP DUT ECT2 EDA EDEM3 EIF2AK2 EIF3A EIF4B EIF4G1 ELAVL1 ENO2 EPRS1 ERCC6L FAM120A FAM168B FAM20B FANCG FANCI FBXO5 FERMT1 FOXM1 FUT8 GCN1 GINS1 GMPS GNB1 GPI GPR161 GPRC5A HADH HCFC1 HDAC9 HDGF HEATR1 HELLS HJURP HNRNPAB HNRNPD HNRNPR IMPA2 IMPDH1 IPO5 IQGAP1 JPT2 KAT2B KAZN KCTD12 KIF14 KIF18B KIF4A LBR LPCAT1 LYPLA1 MACF1 MAGED1 MAN1A2 MAPK6 MARCHF6 MBNL1 MCM2 MCM4 MCM5 MDN1 MELK MFHAS1 MKI67 MMD MRPL19 MSH2 MSH6 MTMR4 MYB MYBL2 MYC NAA15 NBPF14 NCAPD2 NCAPG NCAPG2 NCAPH NDC1 NEK2 NF2 NFATC2IP NOTCH2 NSD2 NSDHL NUCKS1 NUDT3 NUP188 NUP205 NUP210 NUP50 NUSAP1 OSBPL8 PALB2 PALM2AKAP2 PARP1 PCLAF PDS5A PDS5B PDXK PGAM1 PIK3CB PLEC PODXL POLD3 POLR2B PPAT PPP1R16B PRKAR2A PRKCA PRKDC PRPF8 PSMD2 PTPN11 PTTG1 PTTG3P PWWP3A RAB11A RAB4A RACGAP1 RAP2A RASSF2 RBBP6 RCAN1 RFC4 RNGTT RRM1 RRM2 RSRC1 SCAMP1 SCD SEPTIN9 SF3B1 SHCBP1 SKP2 SLC37A4 SLC38A1 SLC38A2 SLC5A3 SLC7A1 SLK SMC2 SMC3 SNRPA SPEN SPTBN1 SUGP2 SUMO3 SUPT16H SYK TACC3 TARDBP TBL1X TEX2 TFDP1 TIPIN TMEM106C TMEM97 TOMM20 TOP2A TOPBP1 TPGS2 TPR TPX2 TRAF3 TRAM2 TRIP13 TRRAP TTC3 TUBA3C TUBA3E TUBB TYMS UBE2G2 URI1 USP7 WDR76 WEE1 WSB2 ZC3HAV1 ZFP64 ZNF22 ZNF395 ZWINT MITSIADES_RESPONSE_TO_APLIDIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MITSIADES_RESPONSE_TO_APLIDIN_UP AASS ABCA8 ABCG1 ACKR3 ACOT9 ADPRM AKAP8L AKTIP ALOX5AP AMPD1 ANKRA2 ANKRD13C-DT AP5Z1 APC2 ARC AREG ARF4 ARF6 ARG2 ARID3B ARID4B ARID5B ARIH1 ARMCX3 ARMCX6 ASCC1 ATAD2B ATF7IP ATG12 ATG9A ATP1B3 ATP6V0A1 ATP6V0E1 AVPI1 AZGP1 BACH1 BASP1 BBC3 BCAS2 BCL2L11 BCL3 BDNF BET1 BEX4 BHLHE41 BIN3 BRD2 BRF2 BSDC1 BTG3 C1orf50 C2orf42 C3AR1 C3orf52 C6orf120 CASP9 CBS CBX8 CCL3 CCN1 CCNDBP1 CCNL1 CCNT2 CCPG1 CCR2 CD84 CDC14A CDKN2AIP CEBPB CENPC CHKA CHMP4A CHST2 CHTOP CIDEC CLCN3 CLDND1 CLK1 CLK3 CLK4 COL1A1 COMP CPT1B CREM CTH CTSB CTSS CXCR4 CYTIP DBNDD2 DDIT3 DDX18 DDX19A DDX27 DDX50 DENND3 DENND4A DGUOK DIABLO DIP2C DMTF1 DNAAF1 DNAJB6 DRD3 DUSP1 DUSP11 DUSP2 DUSP5 DUSP6 DXO EAF2 EGR4 EIF1 EIF2AK3 ELK3 EOLA1 ETNK1 ETV1 EXT1 EZR F2R FAM13A FAM53C FBP2 FBXO34 FEM1C FNBP1 FNBP4 FOSB FOSL1 FOXD1 FOXO1 FRAT1 GABARAPL1 GAD1 GADD45A GADD45B GALNT3 GARRE1 GEM GIPR GLA GLIPR1 GMPR GNAS GOSR1 GTF2B GTPBP1 H1-10 H2AC10P H2AC13 H2AC18 H2AC7 H2BC10 H2BC5 H2BC7 H3-3B H3C4 H4C12 H4C3 HAPSTR1 HBEGF HBP1 HCP5 HDGFL3 HERPUD1 HES1 HGSNAT HLA-DOA HLA-DRB6 HLA-E ICAM1 ID2 ID3 IDI1 IFIT1 IFITM1 IFITM3 IFRD1 IFT57 IGF1 IMPA1 INS INTS6 IP6K2 IRF1 IRF7 IRS2 ISG20 IVD JAK1 JARID2 JMJD6 JOSD1 JUND KANSL2 KCNE4 KDM3A KDM6B KDM7A KIN KLF2 KLF4 KLF6 KLHL21 KMO KSR1 LAPTM4A LAX1 LCK LDLR LDLRAD4 LIMA1 LINC00869 LRRC2 LY9 MAFF MAP1LC3B MAP2K3 MAP3K13 MAP3K14 MAP4K3 MAPKAPK5-AS1 MARCKS MBIP MBTPS1 MCF2L MCL1 METTL25B MIR22HG MIS12 MKRN1 MOB4 MORC3 MR1 MRPL49 MSRB2 MTMR6 MTUS1 MYLIP N4BP2L2 NAMPT NAP1L1 NAP1L2 NARF NAT9 NCOR2 NDEL1 NECAP1 NEK1 NEMF NFE2L1 NFE2L2 NFKBIA NFU1 NGRN NKX2-1 NLRP1 NMRK1 NR1D1 NR4A3 NRBF2 NUAK2 NUDT9 NXF1 OAS1 OASL ODR4 OFD1 ORC5 OSER1 OTUD4 P2RX1 PAK5 PARP8 PDE3B PDE4A PDE8A PDGFB PDLIM3 PEA15 PEX13 PFDN2 PFKFB3 PGM3 PHF1 PHYH PIGA PIK3IP1 PIP5K1B PKP1 PLEKHM1 PLIN2 PLPP3 PLSCR1 PMS2P2 PNLIPRP1 PNRC1 POFUT2 POLB POLR1E POLR2A POPDC2 PPARGC1A PPP1R10 PPP1R15A PPP1R2 PPP1R3C PPP2R5B PRKRIP1 PRPF4 PTHLH RAB9A RABGGTB RAPGEF2 RBM4 RBMS1 RECQL5 RGS13 RGS2 RHOB RIOK3 RNF11 RNF114 RORA RPGRIP1L RPS6KA2 RSRC2 RUBCN RUNX1 RYBP SAMSN1 SC5D SCNN1A SCYL3 SDF2 SEC23B SEC61A2 SEC62 SERINC3 SFPQ SH2D2A SIDT1 SIK3 SKIL SLC25A13 SLC2A3 SLC35A2 SLC35F5 SLC3A2 SLCO4A1 SLCO4C1 SMAD3 SMN1 SNHG32 SNRK SOCS1 SORBS2 SP140L SPATA2 SPOP SPRED2 SPTBN4 SQSTM1 SRC SRSF5 ST3GAL5 STAP1 STBD1 STK17A STK17B STOM STX12 STX5 STYXL1 SUGCT SUPT6H SUSD6 TACC2 TAF1D TBC1D3F TENT5A TERF2IP TESC TGDS TGS1 THAP9-AS1 THEMIS2 TIGAR TIMP1 TJAP1 TK2 TLE3 TMF1 TMSB4Y TNFSF10 TNFSF9 TOB2 TOMM34 TOR3A TP53TG1 TPBG TPM4 TRAPPC2 TRIB1 TRIM33 TRIM38 TRMO TRMT1L TSC22D3 TSPYL1 TSPYL2 TSTD2 TTC17 TUFT1 TUT7 TYW1 UBE2B UBE2H UFSP2 UNC50 USP20 USP36 VAMP2 VDR WDR26 WHRN WSB1 YES1 YJU2B YY1AP1 ZBTB48 ZCCHC8 ZNF131 ZNF140 ZNF165 ZNF184 ZNF215 ZNF222 ZNF250 ZNF274 ZNF34 ZNF394 ZNF571 ZP3 MIYAGAWA_TARGETS_OF_EWSR1_ETS_FUSIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIYAGAWA_TARGETS_OF_EWSR1_ETS_FUSIONS_DN ABHD17B ABHD2 ACTG2 ACTN1 ACTRT3 ADAM12 ADAM19 ADAMTS12 ADAMTS5 ADAMTSL1 ADM AFF3 AK4 AK5 AKR1C1 ALDH1A3 AMIGO2 ANGPT1 APCDD1L ARHGAP1 ARHGEF28 ARHGEF5 ARL15 ASS1 ATP7A B3GNT9 BAALC BMERB1 BNIP3 C10orf90 CA12 CA9 CALM2 CAMK2D CCDC80 CCL2 CCL3 CD44 CDC42EP3 CEMIP CEP135 CHI3L1 CHN1 CHST7 CLCF1 CMKLR2 COL11A1 COL1A2 COL3A1 COL5A1 COL8A1 CREG1 CXCL8 DAB2 DCBLD2 DENND1B DIPK1A DIPK2A DKK1 DMXL2 DNER DNM3OS DOK5 EGFR EHBP1 EIF5A2 ELL2 ELOVL6 ENPP2 EREG EYA4 F3 FAM171B FAM174A FGF7 FIBCD1 FIBIN FILIP1L FOXD1 FST GALNT5 GAPLINC GASK1B GATA6 GCNT1 GFPT2 GLT8D2 GPNMB GPR180 GRIA1 HACD1 HAS2 HIP1 HMGA1 HMGA2 HR HSPB7 HYCC1 IGFBP3 IL1R1 IL6 INKA2 INPP4B IRS1 ITGA11 ITGB8 KCTD4 KRTAP1-5 LIF LINC00968 LINC01119 LMCD1 LOXL2 LRRC17 LSM11 LTBP1 LTBR LUM LYPD6B MAB21L2 MAFF MAP2 MARCKS MATN2 MEIS2 MFSD2A MICAL2 MINDY2 MIR1245A MIR155HG MIR221 MME MMP14 MOSPD1 NABP1 NAP1L1 NEDD4L NID2 NR2F2 NR3C1 NREP NRG1 NRIP1 NRP1 NUDT7 OSBPL1A OSMR PABPC1L PCDH18 PDE1C PDLIM4 PDZRN3 PEX2 PID1 PKIA PLAU PLOD2 PLPP3 PLPP4 PLXNA1 PPP1R7 PPP2R3A PRDM1 PRICKLE2 PRR16 PRRX1 PRSS12 PTGER2 QSOX1 RAB27A RBMS3 RECK RFTN1 RGMB RIOK1 RPS6KA2 RPS6KA6 SBF2-AS1 SCG5 SEC24D SEC63 SEMA3C SEMA5A SEMA7A SERPINB7 SERTAD2 SH3BP5 SLC16A7 SLC1A3 SLC22A23 SLC2A3 SLC4A7 SLC8A1 SMAD7 SMIM29 SNX21 SNX9 SOAT1 SOWAHC SPARC SPEG SPOCD1 SPRED1 SRPX ST3GAL6 STC1 STC2 STXBP5 SVIL SYNC SYNM TAF13 TANC2 TBX2 TBX2-AS1 TCAF1 TENM3 TLE1 TMEM158 TMEM171 TNFRSF11B TNFRSF19 TNIK TRBC1 TRBC2 TSPAN5 UNK VASN VCAN VGLL3 VSTM4 ZNF239 ZNF281 ZNF365 ZNF395 MIYAGAWA_TARGETS_OF_EWSR1_ETS_FUSIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIYAGAWA_TARGETS_OF_EWSR1_ETS_FUSIONS_UP ABHD6 ADARB1 ADCY4 ADCY9 ADRA1D AKAP13 AKAP7 AKR1B10 ANKH AP4B1 APOL6 ARHGDIB ARHGEF6 ARRDC2 ASAP1 ATP1A1 BAHCC1 BCL2L1 BHLHE41 C1QL1 CABLES1 CASP3 CD58 CD79A CD99 CD99P1 CDC42EP5 CDH11 CDK1 CDK14 CEACAM1 CES1 CHMP1B CHST1 CLDN1 CLEC11A CMPK2 CMTM3 COL21A1 CPPED1 CRYAB CSPG5 CUL4B DAPK1 DCAF7 DGKD DNAJC12 DPF3 DPP4 DPYSL2 DUSP6 ECSCR EFHD2 EFNB1 ELN EMP2 ENSG00000272970 EPB41 EPHA2 EPHB2 EPHB3 EPOR ERCC6 ERFE ETV6 EVA1B EVA1C EZH2 FAM43A FARP1 FAS FAT3 FBLN5 FCHSD2 FGF18 FGFR1 FKBP1A FLI1 FNBP1 FOXL2 FUCA1 FYN FZD4 FZD7 FZD8 G0S2 GALNT3 GATA2 GCH1 GLCE GLG1 GP1BB GPD2 GPR137B GRK5 GSTM1 GSTM4 HAPLN1 HHIP HIP1R HIPK1 HLA-E HMCN1 HMGB3 HMGB3P1 HOXA13 HOXD10 HS3ST3B1 HSD17B2 HSPB2 ICAM1 ICAM2 ID2 IER5L IFITM1 IGF2BP1 IGFBP2 IL17D IL1RAP IMPA2 ISM2 ITGAM ITGB2 ITGB2-AS1 JAG1 JAK1 JCAD KALRN KASH5 KCNE3 KCNE4 KCNN1 KCTD12 KDSR KIAA1217 KIT KLF2 KLF3 KMO KRT18 KRT19 KSR1 LBH LGALS8 LINC02762 LRCH1 LRIG3 MAFB MALL MAP7D3 MAPK13 MDFI MEDAG MGARP MGAT5 MLLT3 MMP3 MRPS22 NANOS1 NEURL1B NFATC4 NGFR NID1 NKX1-2 NKX2-2 NMI NPR3 NPTXR NT5DC1 NTNG1 OAF OPN3 P2RX4 P2RX7 PADI2 PAQR5 PGF PGM2L1 PHKA1 PHOSPHO1 PIERCE1 PLCD3 PLPP6 PODXL PPARA PREX1 PRND PRSS35 PTPN13 PTPN22 PTTG1IP RAB11FIP1 RALGPS2 RAMP2 RAPH1 RARRES2 RCN3 RCOR1 RGS10 RNF19B ROCK2 RPS6KA5 RSPH3 RUBCNL SAP30 SDCBP2 SEMA3F SH2B3 SH3GL3 SH3KBP1 SIGLEC15 SIRPA SIX1 SLC12A6 SLC17A7 SLC1A4 SLC26A2 SLC35F2 SLC43A1 SLC7A11 SMAGP SNX18 SORD SOX4 SPATA13 SPTBN1 SPTLC2 SSBP3 SSPN ST3GAL5 STAR STEAP1 STEAP2 STEAP3 SULT1A2 SYNE2 TAGLN3 TBC1D9 TBL1XR1 TCF12 TEAD2 TGM2 TM4SF1 TMEFF2 TMEM164 TMEM44 TNNT1 TOX2 TRIB1 TRIM62 TRIM69 TRNP1 TSC22D3 TSPAN13 UBE2L6 USP6NL WDFY2 WWC3 XG YPEL5 ZC3H12C ZDHHC21 ZEB2 ZNF703 ZSWIM6 MIZUKAMI_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIZUKAMI_HYPOXIA_DN ANGPT1 CXCL8 CXCR1 FGF2 LRP1 PDGFB MIZUKAMI_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIZUKAMI_HYPOXIA_UP ADM ANG CXCL12 CXCR2 EFNA1 ENG FGF2 NOS2 PDGFA TGFA TGFB3 VEGFA MIZUSHIMA_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MIZUSHIMA_AUTOPHAGOSOME_FORMATION AMBRA1 ATG10 ATG101 ATG12 ATG13 ATG14 ATG3 ATG5 ATG7 DCTN1 GABARAPL2 PIK3C3 MMS_MOUSE_LYMPH_HIGH_4HRS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MMS_MOUSE_LYMPH_HIGH_4HRS_UP ACTG1 ATP6V1A CDC6 CXCR4 CYB5A DCK EIF1AY EIF4A2 FEN1 GAS5 HMGB3 HNRNPDL LMO4 LYPLA1 MARK2 NOCT NQO1 PELI1 PGRMC1 PLK4 PRKAR1A PSMA3 PTDSS1 RAB18 RBBP6 RBBP7 RCN2 RRM2 SNORD22 SP3 SPIN1 TXNRD1 UBA3 VBP1 VPS4B XBP1 MODY_HIPPOCAMPUS_NEONATAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODY_HIPPOCAMPUS_NEONATAL ACTG1 ACTG2 CCT4 CCT5 CCT7 CCT8 CDH2 CHL1 COL4A1 FABP5 FABP7 FASN FDPS FN1 L1CAM LPL MMP14 MYEF2 NCAM1 NRP1 SQLE ST8SIA2 TARS1 TBCA TNC TUBA1A TUBA1B TUBA3C TUBB TUBB2B UBE2E3 USP22 VARS1 MODY_HIPPOCAMPUS_POSTNATAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODY_HIPPOCAMPUS_POSTNATAL AIP ALDOA APBB1 ARHGEF25 ATP2A2 ATP6AP1 ATP6V1B2 ATP6V1C1 ATP6V1E1 BDNF BIN1 CCK CLTB COX8A CX3CL1 DGKZ EEF1A2 EGR1 ENO2 FBXW7 GK GPD1 GRIA1 GRIA2 GRINA HRAS KCNAB1 KCNMA1 LDHB MAPK3 MDH1 NAPA NDUFB2 NDUFS2 NPTX1 NRGN NTSR2 PFKL PKM PPP3CA PRDX6 PTK2B PYGM RASGRF1 RHOB RYR2 SDHA SH3GL2 SIRT3 SOX10 STXBP1 SYT1 TPI1 TYRO3 VAMP2 VDAC1 MODY_HIPPOCAMPUS_PRENATAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODY_HIPPOCAMPUS_PRENATAL BTF3 CCNB2 CCND2 CCNG2 CDK2AP1 CDK4 CKS2 DDX19A DPAGT1 EEF1G EFTUD2 EIF2S2 EIF4A3 FLT3LG GADD45G H1-0 H2AC8 H2AZ2 HNRNPA0 LSM4 MYT1 NEUROG2 NFYB PCNA POLR1C RBPJ RPL12 RPL13 RPL19 RPL23A RPL30 RPL32 RPL34 RPL37 RPL8 RPL9 RPS18 RPS27 RPS8 SNRPB2 SRSF6 TOP2A TP53 UBE2C WBP1 MOHANKUMAR_HOXA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOHANKUMAR_HOXA1_TARGETS_DN AAK1 ABHD2 ADGRG2 ADIRF AKR1C1 ALCAM AMPH ANXA1 APOD AREG ARHGAP42 ARHGEF37 ARHGEF4 ASNS ASPN AVPR1A BEX1 BIK BMP7 BTC C3orf52 CA2 CADM1 CALCR CALHM6 CALML5 CD1C CDH6 CDK14 CEACAM6 CENPJ CGNL1 CKB CLGN CLIC3 CYP19A1 DCAF10 DDIT3 DENND10P1 DIRAS2 DKK3 DRD2 DSC2 DUSP6 DYRK4 EIF4EBP1 EML1 ENSG00000291006 EPHA4 ERBB4 FAM229B FAM83E FAXDC2 FGF11 FGF12 FGF13 FGG FLJ12825 FOXN1 FXYD3 GAD1 GALNT12 GASK1B GDF15 GPC6 GPER1 GPR50 GPX2 GRHL3 GTPBP10 GUCY1A1 HIGD1A HLA-F HOXB9 HPGD IGSF3 IL18 IL4R INAVA INHBA JAZF1 KIF5C KLF6 LAMB3 LAMC2 LEFTY2 LINC00869 LINC01102 LINC01587 LRP1B LRRC49 LTF MAF MAFB MAP1B MAPK13 MATN3 MCMBP MFAP2 MGLL MMP3 MUC1 MUC5AC MYCN NELL2 NMI NPPB NYNRIN OR1D5 PDE8B PHLDB2 PKIA PLA2G2E PLA2G3 PLAC1 PLD1 PLPP1 PREX2 PROS1 PTCH2 PVT1 RAB3B RASAL1 RBMXL2 RBMY1A1 RNF150 RNF39 RPPH1 RUNX1T1 S100A14 S100A6 S100A7 S100P SCUBE2 SEMA5A SERPINA3 SERPINB5 SGK1 SHANK1 SHC2 SLC22A15 SLC2A9 SLC43A1 SLC8A1 SLCO2A1 SLITRK3 SMIM14 SNORA68 SPATA6 SPINK5 SPINK7 SPOCK1 ST6GALNAC2 ST8SIA4 STEAP1 STEAP2 SYNDIG1 TALAM1 TFF3 TNC TNFRSF9 TNIK TOX3 TRIL TSPO TUBE1 TXNIP TYRP1 UNC5B USH2A WFDC21P WLS XCL1 ZBTB18 ZNF22 ZNF853 MOHANKUMAR_HOXA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOHANKUMAR_HOXA1_TARGETS_UP ABCD3 ABTB2 ACADVL ACKR3 ACTL6A ADAMTS9 ADAR ADCY5 ADIPOR1 ADNP ALDH3A2 ALG8 ALKBH5 AMD1 ANAPC5 ANGPTL1 ANP32E AP1M2 AR ARCN1 ARF3 ARMT1 ARPC1B ARRB1 ASB13 ASF1B ATP1B3 ATP2B1 ATP6AP1 ATXN10 ATXN1L B4GAT1 BAHCC1 BAMBI BCAT2 BCKDK BCL2L11 BHLHE40 BUB1 BZW2 CA12 CACNA2D4 CALR CAMK2B CAPN1 CAPN15 CARM1 CASP2 CAT CCDC47 CCDC71 CCN5 CCNB2 CCT6A CCT8 CD36 CDC20 CDC25A CDC42EP2 CDC6 CDH3 CDK1 CDK2 CDYL2 CELF1 CENPT CERS6 CHD8 CHKA CHN1 CLDN7 CLN6 CLN8 CLPTM1 CLU CMTM6 CNNM4 CNTLN COPB1 COPB2 COPS4 COPS8 CORO1B CORO1C CPE CPT2 CRABP2 CRAMP1 CS CTSD CYB5B CYP1A1 DCAF7 DCTN1 DDAH1 DDIAS DDX1 DDX6 DERPC DHRS2 DNAJA3 DNAJB1 DNMT1 DPP3 DUSP14 DYNC1LI2 E2F4 E2F7 EEF1A1 EEIG2 EIF4G2 EIF4H EIF5 ELAVL1 ELOVL2 ELOVL5 ENOPH1 EPAS1 EPB41L5 FANCC FARSB FAT1 FBXO10 FRMD4A FUS FUT8 G0S2 G6PD GAL GALNT6 GATA4 GATM GCA GDAP1 GET1 GINS3 GLA GLB1 GLG1 GNAS GNL2 GPAT4 GPN3 GRB2 GSE1 GSKIP GSTM3 GTF2H1 GTF2I H1-0 H1-2 H2AX H4C14 HADHB HELLS HELZ HIBADH HIPK1 HMBS HNRNPK HNRNPLL HNRNPM HOMER1 HOOK1 HOXC6 HOXD9 HSD17B4 HSP90B1 HSPA14 HSPA1B HSPA8 HSPB8 HTATIP2 IARS2 ICMT IDH3A IER3 IFITM10 ILF3 ILRUN INTS13 IRX5 ISG20L2 ITPK1 KCNJ3 KCNK2 KCTD3 KLK12 KLK4 KPNA2 KRT38 KYNU L1CAM LAMB2 LARGE1 LDHA LDHB LHX1 LIN7A LINC00474 LITAF LPIN1 LRP8 LRRC59 LRRTM4 LXN MAP2K1 MARCKSL1 MAT2A MAZ MBOAT7 MCM3 MDC1 MED13L MEMO1 MEPCE MEST METTL14 MMGT1 MOGS MORF4L2 MRPS35 MRTFB MSH2 MTF2 MTHFD1 NAA50 NAALADL2 NCAM2 NDC1 NGRN NKAIN1 NOLC1 NOP2 NOTCH2NLA NPTN NSD3 NTRK3 NUP210 NUP93 NUTF2 NXPH3 OAT OGFOD1 OSBPL9 PADI2 PAICS PALLD PAPSS1 PARL PBX1 PCDH19 PCLAF PCNA PDZK1 PFKM PGD PGM2 PGRMC1 PHKB PHKG2 PHTF1 PICALM PIGK PIP4K2A PKM PKP4 PLAAT3 PLAC4 PLBD1 PLEKHO1 PLK1 PLK2 PLPP2 PNPLA3 POLA2 PPAN PPFIA1 PPM1D PPP1CB PPP1CC PPP2R1A PPT1 PRCP PRDX3 PRKDC PRLR PRMT1 PRRC2A PRUNE1 PSMB5 PSMD13 PSMD6 PTGFRN PTP4A1 QPRT RAB1B RAB6A RAD51C RAE1 RB1 RBM47 RBMS2 RBMY3AP RCC1 RFC5 RGS16 RHOB RHOQ RITA1 RNF10 RNF139 RPA1 RPN2 RPRD2 RPS4X RRM1 RRM2 RUVBL1 SCNN1A SEC24D SEC63 SELENOT SEMA3B SEMA4C SEPHS2 SEPTIN2 SEPTIN7 SEZ6L2 SF3B3 SGCG SHCBP1 SIAH2 SKI SLC20A1 SLC35B1 SLC39A8 SLC44A1 SMG7 SMN1 SNX27 SORL1 SPAG5 SPG21 SQSTM1 SRPRA SRSF1 ST3GAL4 STK26 SULF1 SULF2 SYNPO2 SYT12 TAOK2 TATDN2 TBRG4 TBX21 TFAP2A TFAP4 TFPI TGIF2 THAP12 TIMM17A TIMP3 TM9SF2 TMED2 TMEM38A TMEM94 TOMM40 TRAF4 TRAP1 TSKU TSPAN5 TTC27 TTC3 TTC39A TUBA1C TUBB TUBB4B TXNDC11 UBE2D3 UBE2E1 UBE2K UBE2L6 UBFD1 UBL3 UFD1 UGP2 UNC119B UNC5C UQCRC1 USP5 VPS4A VTCN1 WDR46 WDR77 WEE1 WSB2 XPO1 YAF2 YME1L1 ZFAND6 ZMIZ1 ZMPSTE24 ZNF207 ZNF583 ZNF600 ZNF839 ZWILCH ZWINT MOLENAAR_TARGETS_OF_CCND1_AND_CDK4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOLENAAR_TARGETS_OF_CCND1_AND_CDK4_DN AQP3 AURKA CDC45 CDC6 CDCA2 CDCA7 CDCA7L CDCA8 CDKN2C CENPF CENPH CENPK CENPN CEP55 CIP2A CPED1 DDIAS DONSON DTL E2F7 ELAVL1 ENDOD1 ERI1 FAM204A FAM83D GAS2L3 GPALPP1 GPC6 HJURP JKAMP KIF11 KIF20A KIF20B KIF2C KIF4A KNL1 MCM7 MED30 MELK MESD MIR3939 MNS1 MORC4 MTFR2 MTMR1 MYBL1 NCAPH PCLAF PDLIM3 POLD3 PSMC3IP PTBP3 RFC5 SPC25 TMSB15A TOR3A TPX2 TRIP13 ZNF367 MOLENAAR_TARGETS_OF_CCND1_AND_CDK4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOLENAAR_TARGETS_OF_CCND1_AND_CDK4_UP ARMCX1 ATP6V0E1 BRWD1 C12orf76 C7 CCDC32 CLPB CPEB1 CPNE3 CTNNA2 EIF5A2 ENPP2 FGF7 FZD7 GALNT11 H2AJ H2BC21 H4C8 KDM6B KLHDC1 KLHL24 LCORL LIN7B LINC00467 LINC00667 LINC00847 LINC01003 LNP1 LRRTM2 MAGI2 MAML3 MBLAC2 MC4R MFSD6 MYT1 NRSN1 NT5E PAH PBLD PDCD4 PPCS RBMS3 RGS2 RNF170 RUFY3 SATB1 SCG5 SERF2 SERINC3 SLC9B2 STARD4 STOM TBCK THNSL1 TIGD1 TM7SF2 TMEM17 TMEM204 TMEM219 TP53INP1 TRAPPC2 USE1 UTRN ZFP28 ZNF423 ZNF462 ZNF610 ZNF783 MONNIER_POSTRADIATION_TUMOR_ESCAPE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MONNIER_POSTRADIATION_TUMOR_ESCAPE_DN ABHD13 ABHD14A ABHD8 ACAT1 ACKR3 ACSL3 ACSS2 ADCY7 AK3 AK4 AKT3 AMDHD2 AMOT ANK1 ANKRD37 ANP32A AOX1 APIP APLN APOOL ARHGAP12 ARHGAP29 ARHGAP9 ARID5B ARL3 ARTN ATRAID BCL2 BCL2L11 BHLHE40 BLVRA BNIP3 BNIP3L BUB1 C12orf57 C15orf48 C16orf54 C2orf76 C5orf24 C6orf120 CASD1 CASP12 CASP8 CAST CAT CCDC162P CCDC38 CCDC90B CCN1 CCN2 CCNG2 CDC42EP3 CDK10 CDK13 CEP15 CEP162 CEP41 CEP57L1 CEP70 CEP72 CHID1 CHML CHMP1B2P CKLF CLDN9 CLIC1 CLN5 CLU CLYBL CNIH2 CNOT6L COASY COG4 COL5A2 COL6A1 COL6A3 COMMD6 COQ3 COX20 COX6A1 COX7B2 CP CPT1A CRIP1 CRYZ CRYZL1 CTDSP2 CTSO CYBRD1 DBP DCBLD1 DECR1 DENND5B DIPK1A DMAC2L DNAJC3 DNPEP DSEL DUSP6 DYNLT3 E2F7 EBP EEF2K EGLN3 EGR1 ENDOU ENPP1 ENPP3 EPB41L2 ERMARD ERRFI1 FAM111A FAR1 FBLIM1 FBXL3 FBXO6 FEM1C FGF19 FLOT1 FLT3LG FOS FRK FSTL1 FZD2 GADD45G GBP2 GCNT2 GGH GGTA1 GJB3 GJB5 GLT8D1 GMPPA GPR19 GRHPR GRN GSN GSTO2 GSTP1 H1-0 HACL1 HEBP1 HEXB HIGD1A HIKESHI HJURP HLA-G HLTF HMGB2 HNRNPA3 HOXA1 HOXA5 HPCAL1 HPF1 HSCB HSF4 HTATIP2 ID1 IDH1 IDI1 IER2 IFI16 IFI30 IFT25 IL12A IMMP1L IMMP2L IPP IRAK2 ISG20 ITGB5 IZUMO4 JUN KANSL1L KAT8 KIAA0040 KIAA2013 KLF10 KLF3 KLF6 KLF9 KMT2C KRCC1 KRT18 KXD1 LDAF1 LEPROT LGALSL LOXL2 LPIN1 LRR1 LRRC17 LRRC51 LSS MARCKS METTL15 METTL4 MFGE8 MGST3 MIIP MINDY2 MIR4435-2HG MIX23 MORN2 MOSPD2 MSLN MTERF1 MUS81 MUTYH MXD3 MYCBP2 MYL6 MZT1 NAA38 NAE1 NAIP NAXD NCK2 NCOA2 NDFIP2 NDUFA13 NDUFAF3 NDUFB3 NFKBIZ NIT1 NR1D2 NRARP NSMCE1 NUP98 OAF OGN OLFML3 ORMDL2 PBXIP1 PCBD2 PCGF5 PDE5A PDE6D PDE7A PDGFA PDIA4 PDIA6 PDK1 PFKL PHYHD1 PIAS1 PIGBOS1 PIM1 PIM3 PKP2 PLA2G7 PLAAT3 PLAC1 PLAC8 PLAC9 PLD1 PLEKHF1 PLEKHF2 PLTP PNKP PNPLA8 POPDC3 PPIC PPP1R15A PPP1R35 PPP3CB PRELID2 PRKAG2 PRKRA PRNP PSTPIP1 PTRH2 PURA RAB9A RABGAP1L RANBP6 RAPGEF3 RASA4 RBL1 RBM43 RBPJ RCOR3 RDM1 RFXANK RHOB RHOBTB1 RIPOR3 RMDN1 RND3 RNF19A RNF217 RPL15 RRAS S100A1 S100A16 SCRN1 SEC62 SEPSECS SEPTIN4 SERTAD1 SERTAD4 SGK1 SGK2 SGO1 SHLD3 SHOX2 SIL1 SKAP2 SKIL SLC66A3 SMAD7 SMIM10L1 SMIM29 SNORD26 SNX14 SNX24 SOS2 SPATA6 SPICE1 SPIDR SPIN4 SPOPL SRSF5 SSBP3 ST6GAL1 STAT1 STEAP2 STIM2 STK17B STX7 SULF2 TAPBP TARS3 TBC1D8B TCIM TENT5A TGM2 THOC7 TJP1 TM7SF2 TMCC3 TMCO6 TMEM205 TMEM230 TMEM238 TMEM263 TMEM37 TMSB4X TMTC4 TOR1AIP2 TRAPPC6A TRIM21 TRIM5 TSC22D3 TSPAN17 TSPO TSPYL1 TTC13 TTC21B UBALD2 UBC UBE2A UBE2T UGP2 UNC93B1 UROS VAPB VMA21 VWA5A WDPCP WDR11 WFDC2 WIPI1 WNT9A XBP1 ZBTB10 ZC2HC1A ZCCHC13 ZDHHC2 ZFAND2B ZFAND6 ZIC5 ZNF438 ZNF729 ZRANB3 MONNIER_POSTRADIATION_TUMOR_ESCAPE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MONNIER_POSTRADIATION_TUMOR_ESCAPE_UP ABCC1 ABCE1 ABITRAM ABLIM1 ACTR1B ADIPOR1 AEBP1 AEN AGO2 AHRR AIRIM AK1 AKAP1 AKR1B1 ALG10 ALKBH1 AMPD2 ANKRD13A ANKRD33B ANXA11 AP1AR APH1A AQP5 ARGLU1 ASH2L ASPH ASRGL1 ASS1 ATP1A1 ATP1B1 ATP2A2 ATP2B1 AVEN BACE1 BAP1 BBX BCAT1 BLNK BMS1 BNC2 BOP1 BRD2 BTAF1 C5orf22 CAMK2D CCAR1 CCDC93 CCL5 CCNB1IP1 CCNT1 CDH5 CDK2AP1 CDK6 CDK8 CENPA CFAP45 CGNL1 CHD4 CLBA1 CLEC1A CNTN2 CREBBP CREBZF CRHR1 CSNK1G1 CXCL6 DAP DDX3X DDX46 DDX51 DDX54 DDX6 DEPTOR DHX33 DHX9 DNMT3L DUS3L DUSP9 DYNC1LI2 DYNLL2 EAF1 EEIG1 EIF3B EIF4EBP2 EIF4G1 ELAC2 ELP1 ENPP2 EPB41L1 EREG ERGIC1 ESPL1 ETF1 ETS1 ETV6 FAAP24 FAIM2 FAM149A FAM167B FAM32A FAM53C FAM83G FAM98A FASTKD1 FASTKD3 FDX1 FKBP4 FOSL1 FTSJ3 G3BP2 G6PD GATAD2A GCLC GCLM GEMIN5 GLDC GLS GMPS GNG12 GON4L GOSR2 GPC1 GPD1L GREM1 GRWD1 GSPT1 GSR GTF2H1 GTF3C6 HGH1 HIPK1 HMGA1 HNRNPK HSPA1B HSPA4 HSPA4L IAPP IL11 IL18R1 IL1RL1 ILRUN INO80E INTS13 INTS2 INTS6 IPO4 ITPRIP KANSL2 KAT2A KCNK5 KCNQ1OT1 KCNU1 KCTD17 KHDC4 KIF21A KMT5A KPNB1 LBHD1 LETM1 LETMD1 LHFPL6 LONP1 LRIG1 LRRC14 LRRC59 LTBP1 LTO1 LUC7L3 LYPD3 MAFG MAN1A1 MAP2K3 MAP3K7 MAP4K4 MARCHF5 MARCKSL1 MCC MCMBP MEI1 METTL1 MFSD10 MLEC MLLT6 MLST8 MMD MMP2 MRGPRF MRPL15 MRPS15 MSI2 MTDH MTF2 MTHFD1 MTMR9 MTR MYBBP1A MYBL2 MYD88 MYO10 NAA15 NAA16 NAA25 NCBP1 NCS1 NEAT1 NEMF NFKBIE NHLRC2 NIPBL NMT2 NNMT NOA1 NOL8 NOLC1 NOP56 NOP9 NPLOC4 NQO1 NRP1 OASL ODC1 OTUD4 OTUD7B OXR1 PA2G4 PABPC4 PABPN1 PC PCBP2 PCYT1A PDAP1 PDCD11 PDE12 PDPN PDPR PDZRN3 PGD PGS1 PIGL PIK3R1 PMM2 PNN PNPLA6 POLDIP2 POLR1A POP1 PPAT PPIF PPM1F PPM1L PPP1R10 PPP1R12B PRCP PRKAR2B PRKCA PRMT6 PROSER1 PRPF3 PRPF4 PRR3 PRRX1 PTDSS1 PTGS1 PTPN11 PWP2 RAB35 RAB5C RAB8B RACK1 RAD23B RAMP3 RAPGEF1 RAPGEF6 RASSF1 RBM14 RBM19 RBM25 RBM27 RCC1 RCC1L RHOJ RLIM RND1 RNF183 RPAP1 RRP12 RRP7A RRP8 RSRC2 RUNDC1 RWDD4 SAMD4A SCAI SCAP SCIN SDAD1 SDC1 SEC22C SEC23IP SELENOW SENP2 SENP3 SFPQ SGIP1 SH3PXD2A SHROOM4 SLC10A3 SLC11A2 SLC12A2 SLC14A1 SLC15A3 SLC19A1 SLC22A23 SLC25A10 SLC25A32 SLC25A44 SLC35A4 SLC35B4 SLC39A6 SLC48A1 SLC66A2 SLC6A8 SLC7A6 SLCO3A1 SLIT2 SLMAP SLTM SMAD1 SMARCA4 SMARCC1 SMG5 SMIM36 SMURF1 SMYD5 SNHG3 SNORD52 SNORD93 SNTB2 SOCS6 SPIRE2 SPTBN1 SREK1 SRM SRPRB SSX2IP STRAP SUMO3 SUPV3L1 SYNCRIP TADA2B TANGO6 TAOK1 TARDBP TBRG4 TEX261 TFDP2 TFRC THOC3 TIRAP TNFAIP2 TNS3 TPM1 TRAF2 TRAF4 TRIM2 TRMT6 TRMT61A TSC22D1 TSPAN14 TSPAN5 TSR1 TTC39C TTPAL TXLNA TXN2 TXNRD1 UACA UBE2L3 UBIAD1 UBXN8 URB2 USP19 USP20 UTP4 VAT1 VCAN VPS33A WDR46 WIPF2 XDH XPO4 XPO5 XPO6 YAP1 ZC3H18 ZDHHC3 ZFP91 ZFYVE27 ZKSCAN4 ZMAT3 ZMPSTE24 ZMYND19 ZNF106 ZNF267 ZNF322 ZNF335 ZNF490 ZNF560 MONTERO_THYROID_CANCER_POOR_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MONTERO_THYROID_CANCER_POOR_SURVIVAL_DN APLP2 LMBRD1 ORMDL3 PDK2 PLPP3 PTPRN2 RMST SDK2 SH3BGRL2 SIAH1 TMEM243 MONTERO_THYROID_CANCER_POOR_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MONTERO_THYROID_CANCER_POOR_SURVIVAL_UP ANLN ASPM BIRC5 CCNB2 CENPA CEP55 DIAPH3 NUSAP1 PRC1 PXDN RRM2 UBE2C MOOTHA_FFA_OXYDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_FFA_OXYDATION ACAA2 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACSL1 AMACR CPT1A CPT1B CPT2 CRAT DECR1 ECHS1 ECI1 FHP2 HADH HADHA HADHB HSD17B10 LMF2 NBN NCAPH2 MOOTHA_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_GLUCONEOGENESIS ALDOA ALDOB ALDOC BID CD4 ENO1 ENO2 ENO3 FBP1 FBP2 GAPDHS GK GPD1 GPD2 GPI GPT LDHA LDHB LDHC MDH1 MDH2 ME1 ME2 ME3 PC PCK1 PCK2 PFKM PGAM2 PGK1 TPI1 MOOTHA_GLYCOGEN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_GLYCOGEN_METABOLISM AGL G6PC1 GAA GBE1 GCKR GSK3B GYG1 GYG2 GYS1 GYS2 KAZN PHKA2 PPP1CA PPP1CB PPP1CC PPP1R2 PPP1R3A PPP1R3D PYGL PYGM SLC37A4 MOOTHA_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_GLYCOLYSIS ALDOA ALDOB ALDOC BID CD4 ENO1 ENO2 ENO3 FBP1 FBP2 GAPDHS GPI HK1 PFKFB1 PFKFB2 PFKM PGAM2 PGK1 PGM1 PKM TPI1 MOOTHA_HUMAN_MITODB_6_2002 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_HUMAN_MITODB_6_2002 ABAT ABCB6 ABCB7 ABCB8 ABCF2 ACAA2 ACAD8 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACO2 ACOT9 ACP6 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 AFG3L2 AGXT AIFM1 AK2 AK4 AKAP1 AKAP10 ALAS1 ALDH18A1 ALDH2 ALDH4A1 AMACR AMT APAF1 ARG2 ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP7B AZIN1 BAD BAK1 BAX BCAT2 BCKDHA BCKDHB BCKDK BCL2 BCL2A1 BCL2L1 BCL2L11 BCS1L BDH1 BEX3 BID BLVRA BNIP3 BNIP3L CA5A CA5B CASP8 CASQ1 CBARP CDC37P1 CKMT1B CKMT2 CLN3 CLPP CLPX CNOT7 COQ7 COX10 COX11 COX15 COX17 COX4I1 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A CPOX CPS1 CPT1A CPT1B CPT2 CRAT CRY1 CS CYB5A CYB5B CYB5R3 CYBA CYBB CYC1 CYCS CYP11A1 CYP11B1 CYP11B2 CYP24A1 CYP27A1 CYP27B1 DAP3 DBT DECR1 DGUOK DHODH DIABLO DLAT DLD DLST DMAC2L DNASE2 DNM1L DUT ECHS1 ECI1 EMC8 ENDOG ETFA ETFB ETFDH FARS2 FARSA FDX1 FDXR FECH FH FHP2 FIBP FPGS FXN GAL3ST1 GALR3 GATB GATM GCAT GCDH GCFC2 GCK GDF15 GFM1 GLS GLS2 GLUD1 GLYAT GOT1 GOT2 GPD2 GPT GPX4 GRID2 GSR H2BK1 HADH HADHA HADHB HAX1 HCCS HCLS1 HK1 HLCS HMGCL HMGCS2 HPS1 HSD3B1 HSD3B2 HSPA1A HSPA1L HSPA9 HSPD1 HSPE1 HTATSF1 IDH2 IDH3A IDH3B IDH3G IMMT IVD IVNS1ABP LARS2 LMF2 LONP1 LYPLA2 MAOA MAOB MAST1 MBD3 MCCC1 MDH2 ME2 ME3 MFN1 MFN2 MIPEP MLH3 MLYCD MMUT MPO MPST MRPL11 MRPL12 MRPL13 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL22 MRPL24 MRPL33 MRPL34 MRPL35 MRPL39 MRPL4 MRPL42 MRPL44 MRPL46 MRPL48 MRPL49 MRPL57 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS22 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS7 MTCH1 MTCH2 MTHFD1 MTHFD2 MTIF2 MTOR MTRF1 MUTYH NBN NCAPH2 NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV2 NFS1 NME4 NNT NPIPA1 NPIPB3 NR3C1 NRF1 OAT OAZ3 ODC1 OGDH OGG1 OPA1 OTC OXA1L OXCT1 PC PCCA PCCB PCK2 PDHA1 PDHB PDHX PDK1 PDK3 PDK4 PDP1 PIN4 PMPCB POLG POLG2 POLRMT PPID PPIF PPOX PRDX3 PTPRA PYCR1 R3HCC1L RAF1 REXO2 RPL18AP16 RPL3 RPLP2 RPS3A SARDH SBNO2 SCP2 SDHA SDHB SDHC SDHD SDS SHMT1 SHMT2 SLC1A1 SLC1A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A17 SLC25A20 SLC25A21 SLC25A28 SLC25A3 SLC25A37 SLC25A4 SLC25A40 SLC25A5 SLC9A6 SLF2 SMCP SOD2 SPG7 SSBP1 STAR STARD3 SUCLA2 SUCLG1 SUPV3L1 SURF1 TAT TBCB TFAM TFB1M TIMM10 TIMM13 TIMM17A TIMM17B TIMM22 TIMM23 TIMM44 TIMM8A TIMM8B TIMM9 TK1 TK2 TOMM20 TOMM22 TOMM34 TOMM40 TOMM70 TRAP1 TSFM TSPO TST TUFM TXN TXN2 TXNRD2 UCP1 UCP2 UCP3 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UROS VDAC2 VDAC3 WARS2 ZNF33B MOOTHA_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_MITOCHONDRIA ABAT ABCB7 ABCB8 ABCF2 ACAA1 ACAA2 ACAD8 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACO2 ACOT9 ACP6 ACSL1 ADCK2 AFG3L2 AIFM1 AK2 AK4 ALAS1 ALDH2 ALDH4A1 AMACR AMT ANXA7 APAF1 APP ARG2 ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5PB ATP5PD ATP5PF ATP5PO ATPAF2 AZIN1 BAK1 BAX BCAT2 BCKDHA BCKDHB BCKDK BCL2 BCL2A1 BCL2L1 BCS1L BDH1 BEX3 BID BIK BNIP3L C1QBP CA5A CA5B CAD CASP2 CASP8 CASQ1 CAT CBARP CD40 CDC37P1 CDC42BPB CFAP410 CKMT1B CKMT2 CLN3 CLPX CNNM4 CNOT7 COQ7 COX10 COX11 COX15 COX17 COX4I1 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A CPOX CPS1 CPT1A CPT1B CRAT CROT CRY1 CS CYB5A CYB5B CYB5R3 CYBA CYBB CYC1 CYCS CYP11A1 CYP11B1 CYP11B2 CYP20A1 CYP27A1 CYP27B1 CYP2E1 CYP7A1 DAP3 DBT DCTN6 DDX28 DECR1 DGUOK DHODH DIABLO DLAT DLD DMAC2L DNASE2 DNM1L DUT ECHS1 ECI1 ECI2 EHHADH EMC8 ENDOG ERBB2 ETFA ETFB ETFDH FAM3A FARS2 FARSA FDX1 FDXR FECH FH FHP2 FIBP FPGS FXN G6PD GAS8-AS1 GATB GATM GCDH GCFC2 GCK GFM1 GLS2 GLUD1 GLYAT GNAS GNLY GOT2 GPD2 GPX4 GRB10 H2BK1 HADH HADHA HADHB HAX1 HCCS HK1 HMGCL HMGCS2 HPS1 HSPA9 HSPD1 HSPE1 HTATSF1 HTRA2 IDH2 IDH3A IDH3B IMMT IMP3 IVD LARS2 LCAT LGALS3 LMF2 LONP1 LYPLA2 MAOA MAOB MAP3K1 MAST1 MB MBD3 MCAT MDH2 ME2 ME3 METTL17 MFN2 MIPEP MLYCD MMUT MPO MPST MRPL11 MRPL12 MRPL13 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL22 MRPL24 MRPL28 MRPL3 MRPL33 MRPL34 MRPL35 MRPL39 MRPL4 MRPL42 MRPL44 MRPL46 MRPL48 MRPL49 MRPL57 MRPL9 MRPS10 MRPS11 MRPS11P1 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS22 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS7 MTCH1 MTCH2 MTHFD1 MTHFD2 MTIF2 MTO1 MTRF1 MTX1 MTX2 MYCBP NBN NCAPH2 NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFAB1 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV2 NFS1 NME2 NME4 NNT NPIPA1 NPIPB3 NR3C1 NT5M OAT OAZ3 OTC OXA1L PAM16 PC PCCA PCCB PCK2 PDHA1 PDHB PDHX PDK1 PDK3 PDK4 PIN4 PKLR PLA2G1B PLA2G2A PMPCB POLG POLG2 POLR1B POLR3B POLRMT POR PPA1 PPOX PRDX3 PRKCD PRPF6 PSEN2 PTPRA PYCR1 PYGB R3HCC1L RAF1 RAN RPAIN SARDH SBNO2 SDHA SDHB SDHC SDHD SHB SHMT2 SIRT4 SLC1A1 SLC1A2 SLC1A3 SLC25A1 SLC25A10 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A15 SLC25A17 SLC25A20 SLC25A21 SLC25A22 SLC25A23 SLC25A28 SLC25A3 SLC25A31 SLC25A32 SLC25A36 SLC25A37 SLC25A38 SLC25A4 SLC25A40 SLC25A5 SLC30A9 SLC9A6 SLF2 SMCP SNCA SOD2 SPG7 SSBP1 STAR STARD3 SUCLG1 SUPV3L1 SURF1 TAT TBCB TFAM TFB1M TFB2M TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM22 TIMM23 TIMM44 TIMM8A TIMM8B TIMM9 TK2 TNFSF10 TOMM20 TOMM22 TOMM34 TOMM40 TOMM70 TP53 TP53AIP1 TPO TSFM TSPO TST TUFM TWNK TXN2 TXNRD2 TYMP UCP1 UCP2 UCP3 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH VAV1 VDAC2 VDAC3 WARS2 YARS2 YME1L1 YWHAE ZNF33B MOOTHA_PGC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_PGC ABCA2 ABCF1 ABHD5 ACADL ACADM ACADS ACKR3 ACO2 ACOT13 ACOT7 ACTR2 ACYP1 ACYP2 ADSL ADSS2 AGPAT3 AIFM1 AK1 AKAP1 AKR1B10 ALAS1 AMACR ANKRD40 APBA3 ARIH1 ARMC1 ARVCF ATN1 ATOSB ATP1A1 ATP1B1 ATP2A3 ATP5F1A ATP5F1C ATP5MG ATP5MJ ATP5PO ATP6V0E2 ATP6V1D AURKAIP1 AVPI1 AZIN1 BAG6 BBLN BEX3 BID BNIP3L BSG CA2 CA4 CAB39 CARHSP1 CDC34 CDK18 CDKN2D CDR2L CHMP7 CHP1 CHRNE CIAO1 CIAO2B CISD1 CKMT2 CKS2 CLPP CMC2 CNOT7 COL7A1 COMT COPS3 COX5B COX6A1 COX7A1 COX7A2 COX7B COX7C COX8A CPT1A CRAT CRLF3 CRMP1 CS CTSF CX3CL1 CYC1 CYCS DBI DDIT4 DDT DFFA DGAT1 DHX16 DLD DNAJA3 DNAJB9 DNAJC15 DPYSL3 DUSP1 DUSP6 DXO EDNRA EEF1A2 EEF1AKMT3 EFHD1 EGLN1 EIF2AK1 EIF3L EIF4A2 EMC2 ENO1 ERO1A ESRRA ETFB F2RL2 FABP3 FAM162A FARS2 FASTK FBRS FDX1 FH FOS FOXM1 FXR2 FZD4 GABARAPL1 GABPA GAPDH GATA3 GCDH GCH1 GDF15 GHITM GK GLRX GLRX5 GNA13 GOLPH3 GPI GPX4 GRPEL1 GRSF1 GSS GSTO1 GTF2H4 GTPBP2 GTPBP4 GUK1 GYS1 HADHB HBA1 HBD HCCS HLA-DRA HMGB3 HSD17B10 HSPA4L HSPA5 HSPA9 HSPB8 HSPBP1 HSPD1 HSPE1 ID2 IDH2 IDH3A IDH3G IFI16 IFRD1 INHBA INPP5J ISCA1 ITPK1 ITPR2 JMJD6 KCNN1 KIDINS220 LATS1 LCN2 LDHA LDHB LMBRD1 LONP1 LPGAT1 LPIN1 LRBA LRP5 LRP5L LRPPRC LRRFIP2 LSM1 LSM8 MAIP1 MAL MANF MAP2K1 MAP2K3 MAPK8 MAPKAPK2 MARS1 MAT2B MDH2 ME1 MFN1 MKRN3 MNDA MPC2 MRPL11 MRPL13 MRPL15 MRPL18 MRPL20 MRPL34 MRPL39 MRPL4 MRPL40 MRPL46 MRPL58 MRPS12 MRPS17 MRPS18A MRPS18B MRPS2 MRPS34 MSRB1 MT2A MTARC1 MTCH2 MTHFD2 MTOR MTX1 MTX2 MUC5AC MXRA8 MYH11 MYL2 NCAM1 NDRG2 NDRG4 NDUFA5 NDUFA6 NDUFA8 NDUFAB1 NDUFAF1 NDUFB3 NDUFB5 NDUFB6 NDUFC1 NDUFS3 NDUFS5 NDUFV2 NECAP2 NFIX NFS1 NFYC NINJ1 NIPSNAP2 NME7 NOP10 NPPB NR0B2 NRP1 NSF NTAN1 OSBPL1A OXCT1 P4HA2 PALS1 PCK1 PCOLCE PCYT2 PDCD6 PDGFRB PDHA1 PDHB PDK4 PDXK PFKM PFKP PGAM1 PGK1 PGLS PGM1 PHB2 PHLDA1 PHYH PIGQ PKM PLA2G12A PLEKHO1 PMM1 POLDIP2 POLR2E POLR2F POPDC2 PPM1G PRDX2 PRDX3 PRELID3B PRSS23 PSCA PSMA5 PSMA6 PSMB10 PSMB5 PSMB7 PSME3 PTCD2 PTCD3 PTDSS2 PTGES2 PTPRD PUS1 PYGM RAB11FIP5 RAB31 RAB40C RAMP3 RANGAP1 RANGRF RHOD RNF5 RPA3 RRM1 RRM2 RTN4 RUVBL2 RXRB S100A1 S100A13 SAC3D1 SACM1L SAR1B SAT1 SCD SCN1B SDHA SDHB SF1 SGTA SH3BGR SHMT1 SKIC2 SKIC8 SLC12A7 SLC20A1 SLC25A11 SLC25A20 SLC25A4 SLC25A5 SLC2A4 SLC31A1 SMPD1 SNW1 SOD2 SOD3 SPINT1 SPP1 SPSB2 SPTLC2 SRC ST6GALNAC4 STARD7 STK16 STK19 SUCLA2 SUCLG1 SUMO1 SUPV3L1 TARBP1 TBL1X TCIRG1 TCN2 TFB2M TFRC TIMM10B TIMM13 TIMM17A TIMM23 TIMM44 TIMM8A TIMM8B TINAGL1 TLE5 TMEM41B TMEM45A TMX2 TNNI3 TOMM40 TPI1 TRAK2 TRIAP1 TSC2 TSPAN12 TTC1 TUFM TVP23B TWF2 TXN2 TYMP UBC UBE2B UCK2 ULK1 UNC119B UNG UPP1 UQCR10 UQCRB UQCRC1 UROD USP2 USP8 VAMP8 VDAC3 VEGFA VIPR1 VPS13B ZFAND5 ZNF33B ZNF589 MOOTHA_PYR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_PYR PDHA1 PDHA2 PDHB PDHX PDK1 PDK3 PDK4 PDP1 MOOTHA_ROS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_ROS GPX4 PRDX3 PRDX6 RHOA SBNO2 SOD2 ZNF33B MOOTHA_TCA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_TCA ACO2 CS FH IDH2 IDH3A IDH3B IDH3G MDH2 OGDH RPL18AP16 SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 MOOTHA_VOXPHOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOOTHA_VOXPHOS ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO BCL2L1 BCS1L BEX3 CBARP CNOT7 COX10 COX11 COX15 COX4I1 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A CYB5A CYC1 CYCS GATB MBD3 NDUFA1 NDUFA10 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 SDHA SDHB SDHC SDHD SURF1 SURF2 TBCB TMCO6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ MOREAUX_B_LYMPHOCYTE_MATURATION_BY_TACI_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREAUX_B_LYMPHOCYTE_MATURATION_BY_TACI_DN AASDHPPT AIMP2 ASF1A BARD1 C1QBP C1orf131 CCT2 CCT5 CDC23 CDK1 CEP152 CEP295 CHCHD1 CHEK1 CHMP4A CMC1 CYP2R1 DDX1 DKC1 EBNA1BP2 EDRF1 EFTUD2 EIF3G EMC4 EZH2 FAM98B FIBP G3BP1 GPR89B HAUS1 IARS1 IK IP6K2 IREB2 KEAP1 KLF13 LAP3 LSM4 LSM5 MALSU1 MCM2 MRPL43 MRPS12 NASP NCAPD3 NDUFA13 NMT1 NOMO3 NUDCD2 NUDT5 PAAF1 PPP1R12A PRKDC PSMD8 PTPMT1 RACGAP1 RAN RFX7 RNF7 RPL26L1 SGO2 SLC16A1 SLC38A1 SSBP1 TBCB TDP2 TEFM TENT2 THYN1 TIMM50 TMEM126A TMEM165 TYMS UTP4 ZNF367 ZNG1A MOREAUX_B_LYMPHOCYTE_MATURATION_BY_TACI_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREAUX_B_LYMPHOCYTE_MATURATION_BY_TACI_UP AKAP7 AKR1C1 AMN AZGP1 B4GALT1 BIRC7 C1QL1 C3AR1 CAPS CDKN1C CEBPA-DT CEP170B COL11A2 CTAGE9 CTRB2 CXCL1 DAO DDIT3 DDR1 DMTN DSP EPHB4 EPHB6 FMOD GABBR1 GGTA1 GIT1 GNA11 GNAQ GSTA4 HMCES HMGA1P4 HRK HS3ST2 HYI KCNH2 KHSRP LINC02574 LMNA LRMDA MAMLD1 MAP2K3 MAPK1 MAPK8IP2 MBP MGC16275 MIR23AHG MIR3147HG MIR9-1HG MITF MOB3A MRC2 MYZAP NAP1L1 NOXA1 NPEPL1 NPPA NTRK3 ODAD3 PDGFB PHF1 PI16 PICK1 PIK3CD PINK1 PLAUR PLXNA1 POFUT2 POU2F2 PPFIA3 PRX PTBP3 PYGL RAB11B RAB11FIP1 RHPN1 RPL37A SASH1 SLC6A8 SNN SNTA1 SPAG8 SPATA2L STYK1 TRIOBP TUBB2B USP27X-DT MOREAUX_MULTIPLE_MYELOMA_BY_TACI_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREAUX_MULTIPLE_MYELOMA_BY_TACI_DN AASDHPPT ABHD3 ACD ACTL6A ACTR6 AFG2B AIMP2 ANAPC10 ANKRD49 ASF1A ATP5MG AVL9 BARD1 BTBD1 BUB3 C11orf54 C1QBP C1orf131 CCT2 CCT5 CDC23 CDIN1 CDK1 CEP152 CEP295 CEP57 CHCHD1 CHEK1 CHMP4A CMC1 COMMD4 CYP2R1 DARS1 DBF4 DDX1 DDX18 DDX31 DENND4A DHX29 DKC1 DNAJB14 DUXAP8 EBNA1BP2 EDRF1 EFTUD2 EIF3G EIF3M ELAC1 EMC4 EOGT ERCC1 EZH2 FAM98B FANCF FEM1B FIBP G3BP1 GCSH GEMIN5 GLT8D1 GPR89B HAUS1 HIKESHI IARS1 IFT57 IFT74 IK ILF3 IP6K2 IREB2 KEAP1 KLF13 KRIT1 LAP3 LEMD3 LRRC40 LSM4 LSM5 MALSU1 MATR3 MBD4 MCM2 MCM3AP MET MINDY3 MINPP1 MPHOSPH9 MRPL19 MRPL43 MRPL50 MRPS12 MYLIP NAA50 NADSYN1 NASP NCAPD3 NCLN NDUFA13 NMT1 NNT NOL8 NOMO3 NUDCD2 NUDT5 ORC5 OTUD6B PAAF1 PAIP1 PAK1IP1 PAPOLA PDCD6 PEX1 PFDN4 PMS2P3 PPIP5K2 PPP1R12A PPP2R5C PRKDC PSMA3 PSMC4 PSMD8 PTPMT1 RACGAP1 RAN RFX7 RIOX2 RNF111 RNF7 RPL26L1 RSF1 RUVBL2 SEM1 SF3B2 SGO2 SKIC8 SLC16A1 SLC25A36 SLC33A1 SLC38A1 SMARCA4 SNRPD1 SNX19 SPAST SSBP1 STAM2 TAF2 TATDN1 TBCB TDP2 TEFM TENT2 TERF1 THYN1 TIMM29 TIMM50 TLE4 TMA16 TMEM126A TMEM135 TMEM165 TMEM267 TRIB1 TSHZ1 TYMS UPF3A UTP4 YJU2 ZBTB20 ZCCHC10 ZNF131 ZNF277 ZNF367 ZNF567 ZNG1A MOREAUX_MULTIPLE_MYELOMA_BY_TACI_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREAUX_MULTIPLE_MYELOMA_BY_TACI_UP AAK1 ABCG4 ACAA2 ACAD10 ACRV1 ACSL6 ACTB ACTN2 ADAM11 ADARB1 ADCY10 ADH1A AFDN AKAP7 AKR1C1 ALDH3B1 ALPL ALPP AMELX AMN AMPH ANKRD26 ANXA8 APAF1 API5 ARFRP1 ARG1 ARHGAP44 ARHGEF15 ARHGEF16 ARL4D ARRB1 ASH1L ATL2 ATP1B4 ATP2C2 AZGP1 B3GNT4 B4GALT1 BEX1 BIK BIRC7 BPIFA1 BRD3OS BTG2-DT BTN1A1 BTNL3 C1QL1 C3AR1 C6orf47 CACNA1I CALB2 CAMK1G CAMK2B CAPN5 CAPS CASZ1 CCDC33 CCNP CCR6 CD22 CD80 CDC42EP4 CDC5L CDK13 CDKN2B-AS1 CEACAM1 CEACAM5 CEACAM6 CEBPA-DT CELA2B CEP170B CFC1 CHRNA6 CHST4 CIBAR1 CIDEC CLDN10 CLEC4M CNMD CNR2 COL11A2 COX6A2 CR1 CRYM CTAGE9 CTRB2 CTXND1 CXCL1 CYP11B1 DAO DDAH2 DDIT3 DDR1 DDX54 DMC1 DMTN DNAI4 DNAJB5 DOK1 DRD5 DSP DUSP3 DUSP8 DUSP9 EEF1A2 EFHC2 ENTREP1 EPB41L1 EPHB4 EPHB6 ERCC2 ETV1 ETV7 F7 FA2H FADS2 FBXO9 FLRT2 FMO2 FMOD FOXF2 FURIN FXYD2 FXYD3 GABBR1 GCHFR GGTA1 GIT1 GJB3 GLG1 GLP1R GNA11 GNA15 GNAQ GNG2 GNG4 GP1BA GPR12 GPR27 GRB10 GRM7 GSTA4 GSTM5 GZMB HAMP HLA-DMB HLCS HMGA1P4 HMGA2 HORMAD2 HOXA6 HPCAL4 HRK HS3ST2 HSPA6 HTR4 HUS1 HYI IGKC IKZF4 IL18BP IL22RA1 IMPDH1 INF2 ITGA2B ITPKC KCNB1 KCNH2 KCNIP1 KCNK10 KHSRP KIAA0586 KIF5A KLF2 KLK13 KMT5C LAIR2 LARP7 LBH LCN10 LDHAL6B LGALS8 LIMA1 LINC02574 LINC03100 LMNA LPAR1 LRMDA LRRC15 LRRC41 LTBP2 LUZP1 MAMLD1 MAP2K3 MAPK1 MAPK14 MAPK8IP2 MASP2 MAST4 MBP MCM8 MEF2D MGC16275 MIR23AHG MIR3147HG MIR9-1HG MITF MLPH MMP14 MMRN2 MOB3A MOSPD3 MPP2 MPP3 MRC2 MRPL28 MSC MTA1 MTSS1 MXRA8 MYBPC1 MYZAP NACC1 NAP1L1 NCR1 NCR2 NECTIN2 NEURL1 NEUROD2 NF1 NIPAL2 NMT2 NOCT NOP56 NOS1 NOXA1 NPEPL1 NPPA NQO1 NR4A1 NRG1 NRP2 NTRK3 NUAK1 OASL ODAD3 OLAH OR1E3 OR1F1 OR2C1 OR2H2 P2RY4 PBX2 PBX2P1 PCDH1 PCDH11X PDE3B PDGFB PGAP4 PHF1 PI16 PICK1 PIK3CD PIK3R2 PIK3R5 PIN4 PINK1 PIWIL2 PKNOX2 PKP2 PLA2G5 PLAUR PLEKHA5 PLLP PLXNA1 PML PMP2 POFUT2 POU2F2 PPFIA3 PQBP1 PRR15L PRX PTBP3 PTCRA PTGES PYGL RAB11B RAB11FIP1 RAB11FIP5 RABEP2 RBM38 REM1 RGS12 RHPN1 RIN1 RIPPLY3 RNASE1 RNF122 ROBO4 ROS1 RPGRIP1 RPL18 RPL37A RPL6P17 RPS6KA4 S100A12 SAA4 SAMD14 SASH1 SCN10A SCNN1A SCRG1 SEMA3F SEMA4G SGSM2 SGSM3 SHANK2 SIGLEC7 SLC12A3 SLC1A7 SLC22A14 SLC6A13 SLC6A5 SLC6A8 SMIM10L2A SNAPC2 SNCA SNN SNTA1 SOX12 SPACA4 SPAG8 SPATA2L SPEF1 SSTR2 STRA6 STYK1 SYCP2 SYDE1 SYNGR1 SYT12 SZRD1 TAAR2 TACR1 TCEAL2 TCP10L TIFAB TMEM40 TMEM63A TMPRSS11D TNF TNFAIP6 TNFRSF13B TNFRSF8 TOR4A TRIM48 TRIOBP TRMT61A TRPM3 TRPV1 TSNAXIP1 TUBB2B TULP1 TUT1 ULBP1 USP27X-DT VASP VDR VENTXP1 VGLL3 WIPI2 ZNF263 ZNF324B ZNF362 MOREIRA_RESPONSE_TO_TSA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREIRA_RESPONSE_TO_TSA_DN ALPL CD247 CD3D CD3E CX3CR1 ENTPD2 FGF18 ICAM1 IL2RA LAT METAP2 NOTCH1 NOTCH2 OGDH RARB SLC3A2 WNT4 WNT7A MOREIRA_RESPONSE_TO_TSA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOREIRA_RESPONSE_TO_TSA_UP BAK1 BHLHE40 BYSL CD2 CD6 CD82 COX8A EIF4A1 EIF6 ENO2 FKBP4 HMGN1 HSP90AB1 HSPA1A HSPA1B IGFBP4 MIF MYC PA2G4 PSMB4 RARA SELPLG SSR4 TGFB1 TMSB4X TP53 USF2 YWHAH MORI_EMU_MYC_LYMPHOMA_BY_ONSET_TIME_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_EMU_MYC_LYMPHOMA_BY_ONSET_TIME_DN CBX7 CREB3L2 DEGS1 GAA HIP1 HSP90B1 HSPA5 IL6ST ITGB5 KLF6 NFKBIZ PTPN22 PVR SLA SP140 SURF4 VSIR WDR13 MORI_EMU_MYC_LYMPHOMA_BY_ONSET_TIME_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_EMU_MYC_LYMPHOMA_BY_ONSET_TIME_UP AGK AHCY AKAP12 AKT3 BCAT1 BLMH BUB1B CACTIN CBLL1 CBX1 CBX2 CDCA4 CDK1 CDK9 CENPN CENPO CENPS CEP89 CHCHD10 CISD1 COX5A CPLX2 DAB2IP DCK DDX47 DNAAF2 DYRK2 EBF1 EFTUD2 EIF4EBP2 ELOF1 ELOVL6 ERH FAAP24 FAM20B FANCM FKBP3 GCLC GEMIN5 GINS2 H1-3 HMGA1 HPRT1 IGF2BP3 ILF3 INIP INKA1 INO80E JMJD4 KIF18B LGALS9 LIG1 LLGL1 LSM6 MCM7 MDM1 MED9 MIS18BP1 MMS22L MOAP1 MRPS18A MTHFD1 MUTYH MYB NT5C2 OTUB2 PCLAF PDE2A PHB2 PIDD1 PLEKHA2 POC1B PRDM4 PRIM2 PTGR1 RAI1 RANBP1 RBBP4 RBMXL1 RFC3 RNF2 SAPCD2 SEPHS1 SF3B6 SHMT1 SMARCA4 SMARCB1 SMARCD2 SMC1A SMPD4 SNRPB SPAG5 SRSF2 SSRP1 STRBP SUMO2 SUZ12 SYNJ2BP TCF3 TIPIN TOPBP1 TRAF4 TRAF5 TRIB2 TRIM28 TYSND1 U2AF2 UBE3D UHRF1 WDHD1 ZBED3 ZNF428 MORI_IMMATURE_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_IMMATURE_B_LYMPHOCYTE_DN ACTN4 ANP32E CBX1 CCNA2 CCNB1 CCNB2 CDC20 CDC45 CDCA3 CDCA5 CDCA7 CDK1 CDKN1A CDKN2C CDKN3 CENPA CENPL CHEK1 CKAP5 CKS1B DCK DLGAP5 DNMT1 DPAGT1 DTL E2F8 ENPEP EZH2 GSN H2AC8 H2AZ2 HAUS3 HJURP HMGB1 HMGB2 HMGB3 HMGN2 HNRNPA3 HNRNPAB IGLL1 IQGAP3 KIFC1 KPNA2 LGALS1 LIG1 LMNB1 MCM10 MCM2 MCM3 MCM6 MCM7 MELK MKI67 MTHFD2 NCAPH NDC80 NEK2 NUSAP1 PCK2 PCNA PRC1 PRDX4 PREP PRIM1 PTGR1 RAD51 RAD54L RAG1 RAMP1 RBBP4 RRM1 RRM2 SLBP SLC16A1 SLC29A1 SMARCA4 SMARCA5 SMC2 SMC4 STMN1 TMPO TOP2A TTK TUBA1A TUBA1B TUBB TUBB4B TXN UBE2C UCK2 XRCC6 MORI_IMMATURE_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_IMMATURE_B_LYMPHOCYTE_UP ADCY7 ATP6V0B BIRC3 BTG1 CAPG CAPN1 CD72 CD74 CD83 CNR2 CTSS DTX1 DUSP6 ERO1B GGA2 GMIP GNS GPCPD1 GPR65 GUCD1 HCK HLA-DMA HLA-DMB IFI30 IGKV1D-33 IGKV5-2 IL10RA JARID2 LAT2 LIMS1 LY6D LYN MCL1 MS4A1 MYL12B NEAT1 PIK3R2 PIP4K2A PML PTPN6 PTPRC PXK RGL2 RGS14 RHOQ SAMHD1 SCD SELENOW SEMA4D SLC25A53 SMAP2 TMEM50B TRAF3 MORI_LARGE_PRE_BII_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_LARGE_PRE_BII_LYMPHOCYTE_DN ADCY7 ALDH2 BIRC3 BTG1 CAPG CAPN1 CD22 CD74 CD79B CD83 CNR2 CRYBG1 CTSH CTSS CXCR5 DOCK2 DTX1 GGA2 GMIP GNS GPR65 HIP1R HLA-DMA HLA-DMB HLA-DQA1 IGKV1D-33 IL10RA IL2RG IL4I1 IL4R IRF8 ITGAV LAT2 LCP1 LPP LTB LY86 MACF1 MCL1 MS4A1 NEAT1 PIP4K2A PTPN6 PTPRC PXK RASA3 RGL2 RGS14 RIPOR2 SAMHD1 SCD SEMA4D SERPINB1 SIPA1 SLC25A53 SNAPIN SOAT1 UBA7 VCAM1 WIPF1 MORI_LARGE_PRE_BII_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_LARGE_PRE_BII_LYMPHOCYTE_UP ALYREF ANAPC5 ANP32E ASF1B AURKA BUB3 CALM2 CBX1 CCNA2 CCNB1 CCNB2 CDC20 CDCA3 CDCA5 CDCA7 CDK1 CDKN1A CDKN2C CDKN3 CENPA CENPE CENPL CKS1B CMC2 DPAGT1 DTL E2F8 ENPEP FANCC H2AC8 H2AZ1 H2AZ2 HAUS3 HJURP HMGA1 HMGB1 HMGB3 HMGN2 HNRNPAB IDE IGLL1 KIF22 KIF23 KPNA2 LGALS1 LGALS9 LIG1 LMNB1 MCM2 MCM3 MCM6 MCM7 MELK MKI67 MYBL2 NCAPH NDC80 NUCKS1 PPP2R5C PRC1 PRDX4 PSMC1 RACGAP1 RAD21 RAMP1 RAN RANGAP1 RBBP4 RRM1 RRM2 SLBP SLC12A3 SLC29A1 SMARCA4 SMARCC1 SMC2 SMC4 STMN1 TMPO TOP2A TTK TUBA1A TUBB TUBB4B TXN UBE2S XRCC6 ZNF358 MORI_MATURE_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_MATURE_B_LYMPHOCYTE_DN ANLN BRCA1 CAPN2 CCNB1 CCNB2 CCND3 CD93 CDC25C CDC45 CDKN3 CKS1B COX7A2 CYCS DESI1 DGCR6 DHFR DNTT ENPEP EWSR1 EZH2 GAS7 GFRA1 GPAM H2AZ1 H2AZ2 HES6 HMGA1 HMGB2 IDH2 IL7R IRAG2 KIF2C LGALS9 LITAF LMNB1 LXN MARCKS MCM5 MPP1 MTHFD2 MYB MYL4 NCBP2 NDUFC1 NEK2 NOTCH1 NUDT1 PAFAH1B3 PGLS PLA2G12A PLIN2 PRDX4 PREP PRPS1 PSMC1 PSMD8 PTGR1 RAG1 RAG2 RGS2 RNASEH2B RRM2 SLC16A1 SLC25A51 SMARCA4 SNRPB SNRPC SOX4 STMN1 TAX1BP3 TXN UCK2 UFC1 VPREB3 ZBED3 ZFPM1 MORI_MATURE_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_MATURE_B_LYMPHOCYTE_UP ABCA1 ADCY7 ADD1 ADRB2 APOE ARHGEF3 B4GALNT1 BARX1 BGLAP C12orf57 C19orf48P CD74 CD83 CER1 CERS2 CMTM6 CNOT6L CR2 CRYBG1 CTSH CTSS CXCR5 DGCR6 EBI3 EEIG1 ETS1 FAM76B FCER2 FOXD4 GGA2 GNPNAT1 GPR65 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DQA1 HLA-DRB5 HLA-G ID3 IFNGR1 IGHD IGKV1D-33 IGKV5-2 IL10RA IL10RB IL2RG IRF8 JAK2 LAT2 LCP1 LPP MACF1 MAN1A1 MAP2K1 MAP3K8 MCL1 MEF2C MFSD14B MORF4L1 MS4A1 MYCBP2 NCF4 NEAT1 OSBPL5 PEA15 PHTF2 PIP4K2A PISD POU6F1 PPM1M PTPN6 PTPRC PXK RAB8A RAP1GDS1 RASA3 RGS14 RIPOR2 RMI1 SAMHD1 SCD SDF2 SELL SGPP1 SH3BP2 SLC4A7 SMAP2 SORL1 TBC1D14 TMOD3 TONSL WDR43 YTHDC1 ZFP36L1 MORI_PLASMA_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_PLASMA_CELL_DN ABLIM1 ANP32A ARPC5L BACH2 BCL11A BMP2K CALM2 CD22 CD40 CD83 COTL1 CPM DTX1 ELK3 GPATCH2L GPR137B IL4I1 KLHL6 LAPTM5 LMO2 LRCH1 MICAL1 MS4A1 MTA3 PANK2 PIK3AP1 REL SMAD1 SMIM14 SPIB SRPK3 TESPA1 TLR1 TNFRSF13C TPM4 TSPY26P MORI_PLASMA_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_PLASMA_CELL_UP ARMCX3 BET1 BHLHA15 BPGM CCDC47 CD28 CHRNB4 CRELD2 CTSB DDOST DERL1 DNAJB9 EBP FILIP1 GPR160 GPR89A HDLBP HSPA13 HTATIP2 IGHA2 IGKC IP6K1 LARP1B LMAN1 M6PR MAGT1 MANF MGAT2 NANS NBAS NTAQ1 OSTC PGAM2 PRRC1 QPCTL RPN1 RRBP1 SCFD2 SEC11C SGPP2 SLC30A7 SLC44A1 SPCS1 SPCS3 SSR2 STT3A SURF4 TENT5C TESC TMED2 TMEM248 TMEM39A TRAM2 UBXN4 MORI_PRE_BI_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_PRE_BI_LYMPHOCYTE_DN ABLIM1 ADCY7 AKIRIN1 ATP6AP1 ATP6V0B BIRC3 BLK BTG1 BTG2 CAPN1 CASP9 CCNDBP1 CD2 CD22 CD72 CD74 CD79B CLK1 CNR2 CRYBG1 CYTIP DIP2B DTX1 ERO1B ERP29 FAM107B FAM3C FBXO11 FCGR2B FCRLA GNS GPCPD1 GUCD1 HLA-G IAH1 IGKC IL10RA IL4R JARID2 KLF2 LPGAT1 LSP1 LY86 LYN MCL1 MS4A1 MYL12B NBR1 NEAT1 NFKB1 NFKBIZ PDE7A PNRC2 PTK2B PTPRC RALGPS2 RBM39 RGS14 RHOQ RIOK3 S1PR1 SAMHD1 SAT1 SCD SLC25A53 SMIM14 TANK TIRAP TK2 TMEM50B TMEM71 TRAF3 TRAF5 TSNAX TUT7 UBE2H UBLCP1 UBP1 ZFP14 ZFP36 MORI_PRE_BI_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_PRE_BI_LYMPHOCYTE_UP ACTN4 ADGRG3 ANKRD33B ANP32E AURKA CCL5 CCNB2 CDC20 CDCA3 CDCA5 CDCA7 CDK1 CDKN1A CKS1B DBI DNTT DPAGT1 DTL E2F8 EMB EMP1 ENG ENPEP FCER1G GRB7 GSTT2 GZMA H2AC8 H2AZ2 HJURP HMGB3 HMGN2 HNRNPAB HSPBP1 IDE IGLL1 KANK3 KIF4A KPNA2 LEF1 LIG1 LMNB1 MCM2 MCM6 MCM7 MELK MGST2 MIF MKI67 MPEG1 MTHFD2 NCAPH NDC80 NUCKS1 PHGDH PRC1 PRDX4 PSAT1 RACGAP1 RAD51 RAMP1 RAN RASA4 RBBP4 RRM1 RRM2 SLC29A1 SMARCC1 SMC4 SOCS2 SQLE SSBP4 STMN1 TOP2A TTK TUBA1A TUBA1B TUBB TUBB4B TXN UBE2C MORI_SMALL_PRE_BII_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_SMALL_PRE_BII_LYMPHOCYTE_DN ABR ACP1 ACTN4 ANP32B ASXL1 ATP1A1 BCL2 BRPF1 C1QBP CA2 CASP1 CCND2 CD36 CDCA4 CDKN1A COX18 CRIP2 CTSC DDX1 DERL2 DNAJB1 DTD1 EHD1 EIF4E FXYD5 GBP7 GIMAP4 GPHN HMBS HSPH1 ID3 IER2 IFRD2 ISOC1 ISYNA1 JOSD1 LCP1 LUM LYZ MEF2C MOGS NASP NDUFS5 NFATC3 NUMA1 PACS1 PCK2 PDK1 PIP4K2A PLET1 PSMB8 PTPN22 RBBP7 RBL1 RHD ROM1 RPA1 RPN2 S100A9 SEC61A1 SET SGO1 SLC20A1 SLC25A20 SMC4 SSBP2 ST3GAL6 STAT4 STIL TUBA1B TUBA4A TUBB4B VKORC1 WDHD1 XPO1 ZYX MORI_SMALL_PRE_BII_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MORI_SMALL_PRE_BII_LYMPHOCYTE_UP ACHE ACKR3 ACSS1 ADAM10 ADRA2A AKIRIN1 APOBEC1 ARL5A B4GALT1 BTG2 C1GALT1 CACNG1 CCNG2 CD1D CERK CLOCK CSF2 CYB5R4 DBNL DESI1 DTNA DUSP11 ECH1 EMID1 EPHA3 EPS8 ERP29 EYA3 FCRLA FDX2 FGF12 FRAT2 GAS7 HERPUD1 HSPA2 IGSF10 IL12A IRF4 KLHDC2 MARCKS MYL4 MYO5A NCAPH2 PAFAH1B3 PIM2 POLM POU2AF1 PRM1 PRRG2 PSAPL1 PSME4 PTGER2 PTPRB RB1 RBM17 RELN RGS2 RHOJ SEC11C SELENOW SKAP2 SLAIN1 SLC11A2 SLC1A5 SLC25A51 SPG21 SPIN1 SRP14 TAX1BP3 TCF12 TCP10L TRIM11 TTC7B TXK UBA52 WTAP XPNPEP1 MOROSETTI_FACIOSCAPULOHUMERAL_MUSCULAR_DISTROPHY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOROSETTI_FACIOSCAPULOHUMERAL_MUSCULAR_DISTROPHY_DN ALDH1A1 ASS1 CDC42EP3 FUCA1 INA KLHL41 OXTR PDLIM3 PPL RARRES2 VAMP8 WIF1 MOROSETTI_FACIOSCAPULOHUMERAL_MUSCULAR_DISTROPHY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOROSETTI_FACIOSCAPULOHUMERAL_MUSCULAR_DISTROPHY_UP ADGRL2 BRINP1 CCN4 COL6A3 EBF2 HOXC6 HSD11B1 ID1 ID2 ID3 IFI27 LXN NID1 PDGFRA PGF POSTN PRG4 RARRES1 SCG5 THBS2 MOSERLE_IFNA_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOSERLE_IFNA_RESPONSE CD274 CMPK2 CXCL10 DDX60 DDX60L EPSTI1 GBP1 HERC5 IFI16 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 MX1 OAS1 OAS2 OASL RIGI RSAD2 RTP4 SAMD9 SAMD9L STAT1 TNFSF10 TRIM22 USP18 ZC3HAV1 MOTAMED_RESPONSE_TO_ANDROGEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOTAMED_RESPONSE_TO_ANDROGEN_DN ACHE ASH1L BACH2 KLHL42 NT5DC1 STIM1 MOTAMED_RESPONSE_TO_ANDROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MOTAMED_RESPONSE_TO_ANDROGEN_UP CYP4B1 GRIA2 IDS MAP3K8 SSH1 SSPOP MUELLER_COMMON_TARGETS_OF_AML_FUSIONS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUELLER_COMMON_TARGETS_OF_AML_FUSIONS_DN ATP2B1 CACNB1 CCL2 CCRL2 CGB3 CSF2 CXCL8 DCHS1 DOC2A DRD4 ELF4 EZH2 FRMPD4 GTPBP1 HNF4A HSF4 ID2 IFI44L MKNK1 NOP14 NOP14-AS1 PCDHGB4 PFKFB4 PIM1 PLSCR1 SDC4 SERPINF1 SH3BP2 SSX2 STK3 UPK2 VRK1 VRK2 MUELLER_COMMON_TARGETS_OF_AML_FUSIONS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUELLER_COMMON_TARGETS_OF_AML_FUSIONS_UP ARF5 CCNF CD99 CITED2 DNM2 HADHA JUP PAFAH1B3 PPP2R5D SCAP SNX17 SOX4 TCF3 TLE5 MUELLER_METHYLATED_IN_GLIOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUELLER_METHYLATED_IN_GLIOBLASTOMA AREG CDA CGB3 CLDN4 COX7A1 CXCL2 DAZL F11R FBXO2 GZMM HSD17B6 IER3 IFNA21 IL24 KRT17 KRT19 KRT4 KRT81 LAPTM5 LCN2 LSR LXN MAGEB2 MAST3 MMP13 NPTX2 RUNX3 S100A4 S100P SAP25 SERPIND1 SERPINF1 SFN SPANXA1 SPANXB1 SPINT1 SSX1 SSX2 SSX3 STAG3 TES TKTL1 TLR2 MUELLER_PLURINET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUELLER_PLURINET AATF ACTA1 AIMP2 ANAPC1 ANP32A ANXA2 ANXA3 APEX1 APOE ARID3B ARL4A ARMC6 ATIC AURKA AURKB BAG6 BAK1 BCCIP BCL2 BIK BIRC5 BLM BRIX1 BUB1B BYSL CASP6 CASP9 CCNA2 CCNB1 CCNB2 CCND1 CCNE1 CDA CDC25C CDC45 CDC7 CDK1 CDK7 CDT1 CEBPZ CENPE CHAF1A CHEK1 CHEK2 CKS1B CKS2 COIL COPS3 COPS6 CRIPTO CTBP2 CXADR DAXX DAZAP1 DCTPP1 DDX11 DHCR24 DHFR DIAPH1 DNMT3B DPPA2 DSCC1 ELAC2 EPPK1 ERBB3 ERCC5 EWSR1 EXO1 EXOSC3 EXOSC7 EXOSC8 EXOSC9 FAM136A FBL FBP1 FEN1 FKBP3 FOXO4 FUBP1 FUS GADD45A GAR1 GDF9 GEMIN2 GEMIN6 GEMIN7 GMNN GMPS GNL3 GOT2 GPRIN2 GRB7 GTF2H2 H2BC4 HAUS1 HDAC1 HDAC2 HMGA1 HMGB1 HMMR HNRNPAB HNRNPK HPRT1 HSP90AB1 HSPA14 HSPA2 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 ITGB3BP KAT7 KIT KPNA2 KPNB1 LCK LRIF1 LSM1 LSM3 LSM4 LSM5 LSM6 LSM7 LUC7L3 MATK MBD2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MNAT1 MRE11 MRM3 MRPS12 MSH2 MSH3 MSH6 MT1G MTHFD1 MUTYH MYB MYBBP1A MYBL2 MYC NACC1 NANOG NCL NFKBIB NLE1 NME1 NME1-NME2 NOC2L NOLC1 NOP56 NOP58 NPM1 NPPB NTAQ1 NTHL1 NUDT1 NUP153 NUP50 ORC1 ORC2 ORC6 OTX2 PA2G4 PAK1 PAK3 PALS2 PARP1 PASK PBX1 PCNA PCYT1B PELP1 PFDN6 PFN1 PHB1 PHC1 PHF10 PHGDH PIAS2 PLPP2 PLSCR1 PMAIP1 PMF1 PNN PNP POLD1 POLD2 POLG2 POLQ POLR1C POLR1D POP1 POP5 POP7 POU5F1 PPAN PPID PPM1B PRMT5 PRNP PSIP1 PSMA3 PSMA6 PSMD11 PSME3 PTMA PTPN6 PXN RAD51 RAD54L RAD9A RASL11B RBM14 RBPMS RCHY1 RECQL4 RFC2 RFC3 RFC4 RFC5 RMND5B RND1 RPA1 RPA2 RPA3 RPP40 RUVBL1 SALL4 SEPHS1 SET SIGLEC12 SIRT1 SLC19A1 SMARCAD1 SMARCC1 SMN1 SMNDC1 SNRPA SNRPB SNRPC SNRPD1 SNRPE SNRPF SNRPN SNURF SOCS1 SP1 SPAG5 SRSF1 SRSF2 SRSF3 SSB STIP1 STRBP STX3 STXBP2 STXBP3 SUMO1 SUPT3H SYNCRIP TARBP2 TCERG1 TCOF1 TDP2 TGIF1 TK1 TMPO TMSB4Y TNFRSF8 TNNI3 TOE1 TP53 TPX2 TRAIP TRIM28 TRIP13 TUBA3C U2AF1 UNC119 UNG VAMP8 VASP WDR33 WDR77 WEE1 WRAP73 WRN XRCC5 ZFP42 ZNF165 ZNF281 ZNF593 MULLIGAN_NTF3_SIGNALING_VIA_INSR_AND_IGF1R_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGAN_NTF3_SIGNALING_VIA_INSR_AND_IGF1R_DN CRADD H1-0 HSD17B11 KAT2B MDFIC PDK4 RAB9A SH3BP5 UGCG WDR45 MULLIGAN_NTF3_SIGNALING_VIA_INSR_AND_IGF1R_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGAN_NTF3_SIGNALING_VIA_INSR_AND_IGF1R_UP ARL4C BNC1 CORO1C DDX21 EBNA1BP2 GMPPB GNL3 GREM2 HSPA4 MRPL20 NME1 NOP56 RCL1 SERP1 SRSF2 SRXN1 ST3GAL4 ST6GAL1 TMEM97 USP10 WDR77 MULLIGHAN_MLL_SIGNATURE_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_MLL_SIGNATURE_1_DN ABCB1 ABCC4 ABHD10 ADK ADNP2 ADRM1 AGRN ANP32CP AP1B1 AP5S1 APP AQP4 AREG ASAP3 ATP1B1 ATP2A3 ATP2C1 BAALC BAIAP3 BARX2 BCAT1 BCKDHB BCR BIN1 BRD8 BTG3 BTN3A3 C1orf174 CA4 CAV1 CAVIN1 CCNG1 CD1E CD200 CD3D CD99 CDH16 CEP170 CETP CFAP410 CHD1L CHI3L1 CIR1 CKB CLIP3 CLMN CSAD CTDSPL CXCL2 CXCL8 CYP2E1 CYTL1 DAPK1 DCUN1D4 DEPTOR DLC1 DLEU1 DNAH2 DNAJC12 DPT EDN2 EEF1D EFCAB6 EFHC2 EGFL7 EGR3 ELMO1 EPS15 FAAP20 FAH FAM117A FAM171A1 FCER1A FDFT1 FSCN1 FUT2 GABRE GGT5 GSDMB GTDC1 GTPBP3 HACD1 HGF HIP1R HLF HNRNPA1P3 HOXB2 HPGD HPGDS HS2ST1 HSD17B12 HSF4 HSPB2 HYAL2 IFI44 IFIT1 IFITM1 IGHV5-78 IL2RA ISOC1 ISYNA1 ITGAV ITM2A JAK1 JUND KATNB1 KIR3DL2 KMT2A KRT18 KRTAP5-8 LAMA5 LAMB2 LAMC3 LHFPL2 LOXL1 LRP6 LUZP1 MACIR MAF MANSC1 MAPRE2 MAST4 MBIP MCF2L MCTP2 MDK METAP1 MMP2 MPL MRC1 MROH7 MRPS2 MRPS22 MUC4 MYH10 MYH11 MYO5C MYRF NAA16 NBL1 NET1 NHERF2 NID2 NIT2 NOVA2 NPM1 NPR3 NR2F2 NUDT11 NUP50 OLA1 OPN1SW P2RX3 PBX2P1 PGF PITPNB PMAIP1 POLE POU4F1 PPL PPP1R16B PPT2 PRF1 PRKCQ PTGIR PTH2R PTP4A3 PTPN14 PTPRCAP PYCR1 RANBP2 RASL10A RBPMS RHOB RIPOR1 RPL13A RPL31 RPL36 RPP40 RPS21 RUNX1 RUNX1T1 RXYLT1 SEPTIN11 SERPINE2 SIDT1 SIPA1L1 SLC12A4 SLC13A3 SLC18A2 SLC24A3 SLC7A1 SMARCA1 SMYD2 SOX11 SPRY1 SRP72 SRSF5 SSX1 ST18 STAM STAP1 STAT4 STAT5A STAT5B STK32B STOM STXBP6 SYDE1 TAL1 TBXA2R TEAD4 TFPI TGFB1I1 TGFBRAP1 TIE1 TIMP3 TM4SF1 TNFRSF21 TNPO2 TPD52 TPSAB1 TREH TRH TRIM16 TRIM24 TRMT1 TSHR TSPAN7 TTC3 UBE2E1 USP34 WASF1 WDR59 YES1 ZMYND8 ZNF274 ZSWIM8 MULLIGHAN_MLL_SIGNATURE_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_MLL_SIGNATURE_1_UP ABCA7 ABCA8 ABHD17A ABHD2 ABR ACTR2 ADARB1 ADCY7 ADCY9 ADGB ADRB2 AK2 AKR7A2 AKR7A3 ALDH3A2 APOBR ARHGAP1 ARHGAP11A ARHGAP45 ARHGEF3 ARHGEF40 ARL6IP5 ARPC1B ARPC2 ARPC4 ASPSCR1 ATG3 ATP6V0E1 ATP8B4 B4GALT1 BATF BEGAIN BID BMP5 BORCS6 C11orf21 C15orf39 C1RL C1orf54 CALM1 CAND2 CAPG CASP1 CAT CBFB CCL23 CCND3 CCPG1 CCR1 CD2BP2 CD300C CD302 CDC42EP3 CEBPA CEBPG CEP63 CHD3 CIAO2B CLEC3B CLN3 CLTB CLTCL1 CNIH4 CNPY3 COA3 COLGALT1 COMMD4 COMMD8 COX8A CSF2RA CSPG4 CSTA CTSA CXCR2 CXCR4 CYBA CYTH4 DACH1 DCPS DDX23 DENND2D DEXI DHRS7B DMAC2 DNAJC1 DNM2 DNPH1 DPEP2 DUSP7 DYNLL1 EAF2 EFHD2 EHBP1L1 EIF4EBP2 ELF3 ELF4 ELMO3 ENO1 ENSG00000274253 EPHB3 EVI2A EVI2B EXOSC4 FADD FAM120A FAM53B FBXW4 FCGR1A FCGR2A FCGR2B FES FLNA FOSL2 FRAT2 FUCA1 FUT7 FXYD6 FZD2 GAS7 GLG1 GLYR1 GNA12 GNS GOLGA8N GRB2 GRN GTSE1 HCLS1 HDAC6 HEXB HIC2 HIRIP3 HNRNPU HOMER3 HOXA10 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB9 HSPA1A HTATIP2 ID2 IFNGR2 IGF2R IGFBP7 IGFLR1 IKZF1 IL10RB IL17RA IL1RN IL6R INSR IPCEF1 IQCE IQSEC1 IRAG2 IRAK1 IRF8 ISG20L2 ITGA7 ITGAX ITGB2 ITGB7 JMJD1C KCTD13 KHNYN KIAA0930 KLC1 KNG1 KRI1 KRT10 LAMP1 LAPTM5 LAT2 LBHD1 LCP1 LGALS1 LILRA1 LILRA2 LILRB2 LILRB4 LMAN2 LPCAT1 LRFN4 LRRC20 LST1 LTB4R LYST M6PR MAGEF1 MALT1 MAPK13 MBNL1 MED8 MEIS1 MFSD1 MFSD13A MGST2 MICAL1 MLLT10 MLX MPPE1 MR1 MRPL33 MRPL34 MRPL35 MRTFA MTMR9 MVB12B MYO1F NAGK NAGPA NDUFB3P5 NDUFB8 NDUFC1 NDUFS7 NINJ2 NIPBL NKG7 NLRP3 NPY4R NUBP1 NUP210 NUP50 NUP62 NXT2 OAZ1 OGG1 OPRL1 OSBPL8 OXLD1 P4HB PAGR1 PAQR4 PARL PBX3 PCNX1 PCYT1A PECAM1 PER2 PIGF PILRA PITPNA PKM PLD3 PLOD1 PLPBP PLXNB2 PLXNC1 PMM1 POLD4 POLR2J PPARD PPID PPIF PPP1R3D PRDX1 PRKCD PSD4 PSEN1 PSMB8 PSMD11 PTAFR PTK2B PTPN2 PTPN22 PTPN9 PUDP PYCARD RAB27A RAB29 RAB4B RAB6A RAC2 RANGRF RASSF2 RASSF4 RASSF7 RBBP8 RBKS RBM23 RCAN1 RECK RGS14 RHOT2 RMND5B RNASE2 RNASE2CP RNASE3 RNASE6 RNF167 RNF19B RPL22P22 RPS6KA1 RRBP1 RRP7A RRP8 RXRA S100A4 S100A6 SAC3D1 SAFB2 SCPEP1 SDF4 SDHB SDHD SEC23B SEL1L3 SELPLG SEPHS2 SERPINB8 SFMBT1 SH3GLB2 SIPA1 SIRPA SIRPAP1 SIRPB1 SLA SLC15A2 SLC16A3 SLC1A4 SLC22A18 SLC25A11 SLC27A3 SLC36A1 SLC43A3 SLC8B1 SLC9A6 SMCO4 SMIM10L1 SMPD1 SNRNP25 SNTB1 SNX1 SNX10 SNX17 SPCS1 SPG21 SPI1 SRF STAMBP STAR STS SULT2A1 SYK SYNGR2 SZRD1 TADA3 TANK TBC1D8 TBCD TDRD7 TFEB TGFA TGOLN2 THAP11 TIGAR TIMM17B TIMM23 TK2 TNFRSF10B TNFSF13 TNPO3 TOLLIP TOPBP1 TOR1A TOR1AIP1 TOR3A TPP1 TRAF3IP3 TRAPPC10 TREX1 TRIM38 TRIM44 TTC1 TXNRD2 UNC119 UNC50 UPB1 UPF1 UQCRC1 ZDHHC13 ZNF318 MULLIGHAN_MLL_SIGNATURE_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_MLL_SIGNATURE_2_DN ABCB1 ABCC4 ABHD10 ACACA ADK ADRM1 AGRN ANKLE2 AP1B1 APP ARAP2 AREG ARFGEF1 ASS1 ASXL1 ATP1B1 ATP2A2 ATP2A3 ATP2C1 ATRX B4GALT6 BAALC BAIAP3 BARX2 BCAT1 BCR BRD8 BTG3 BTN3A3 CAVIN1 CCNG1 CD1E CD200 CD34 CD3D CD96 CD99 CDH16 CDH4 CEP170 CERS4 CETP CHD1L CHI3L1 CKB CLIC4 CLMN COPG2IT1 CSAD CSN3 CTDSPL CXCL2 CXCL8 CYP2E1 CYP4F2 CYTL1 DAB2 DAPK1 DBN1 DCUN1D4 DEPTOR DHRS3 DLEU1 DMXL1 DNAH2 DNAJC12 DNTTIP2 DPT DUSP14 DYNLL1P3 EDN2 EEF1D EFCAB6 EGFL7 EGR3 EIF2AK2 ELMO1 ENDOD1 EPS15 FAAP20 FAH FAM171A1 FDFT1 FGFR1 FSCN1 GALNT1 GGT5 GLS GNPTAB GSDMB GTPBP1 GTPBP3 H1-0 HACD1 HEMK1 HGF HIF1A HINT1 HIP1R HMGN4 HNRNPA1 HNRNPA1P3 HPGD HPGDS HS2ST1 HSD17B12 HYAL2 ICOSLG IER2 IFI16 IFI44 IFITM1 IL2RA ISOC1 ITGAV ITM2A JAK1 KATNB1 KDM5B KHDRBS1 KIFAP3 KIR3DL2 KLRK1 KMT2A KRTAP5-8 KTN1 LAMA5 LAMB2 LAMC3 LAX1 LEPROTL1 LGALS3BP LGR5 LHFPL2 LINC01963 LOXL1 LRRC8B LRRN2 LUZP1 LYRM1 MACF1 MACIR MAN1A1 MANSC1 MAPRE2 MAST4 MATR3 MCF2L MCTP2 MDK METAP1 MGAT5 MMP2 MN1 MPL MRC1 MROH7 MRPS2 MRPS22 MSMB MUC4 MYH11 MYO5C MYRF N4BP2L2 NAA16 NBL1 NEDD4 NET1 NHERF2 NIT2 NME4 NONO NPM1 NPR3 NR2F2 NTRK2 NUDT11 NUP50 OLA1 OLFM4 P2RX3 PDCD4 PDIA5 PEX3 PGF PIGP PITPNB PLSCR3 PMAIP1 PML POLE POU4F1 PPL PPP1R16B PRF1 PRKCH PRKCQ PTGIR PTHLH PTP4A3 PTPN14 PTPRCAP PYCR1 RAB11A RALGDS RANBP2 RASL10A RBPMS RHOH RIPOR1 RPL36 RPP40 RPS6KA2 RUNX1 RUNX1T1 SCN2A SEPTIN11 SEPTIN9 SERP1 SERPINE2 SESN1 SINHCAF SIPA1L1 SLC12A4 SLC17A9 SLC18A2 SLC24A3 SLC7A1 SMIM8 SMYD2 SORL1 SPARC SPRY1 SRI ST18 STAM STAP1 STAT4 STAT5A STAT5B STK32B STOM SUPV3L1 SYNCRIP TBXA2R TEAD4 TEX10 TEX11 TFPI TGFB1I1 TGFBR2 TGFBRAP1 TIE1 TM4SF1 TMEM268 TNFRSF21 TNFRSF25 TNFRSF4 TNPO2 TPD52 TRH TRIM16 TRIM24 TRMT1 TSPAN7 TTC3 UBE2E1 UBR5 USP34 VAV3 VGLL4 WASF1 WDR59 WWC3 YES1 ZNF16 ZNF544 ZNF85 MULLIGHAN_MLL_SIGNATURE_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_MLL_SIGNATURE_2_UP ABCA7 ABCA8 ABHD17A ABHD2 ABR ACTR2 ADARB1 ADCY7 ADCY9 ADRB2 AK2 AKAP9 AKR7A2 AKR7A3 AKT2 ALAD ALDH3A2 ALDH3B1 AP1S2 APBB1IP APOBR APOC2 ARHGAP1 ARHGAP11A ARHGAP45 ARHGEF3 ARHGEF40 ARL6IP5 ARPC2 ARPC4 ASPSCR1 ATG3 ATP6V0E1 ATP6V1D ATP8B4 ATXN1 BATF BCAP29 BEGAIN BEST1 BID BLOC1S1 BMAL1 BMI1 C11orf21 C15orf39 C1RL CAMKK2 CAND2 CAPG CASP1 CAT CBFB CCL23 CCND3 CCR1 CD2BP2 CD300C CD302 CDC42EP3 CEBPA CEBPG CEP164 CES1 CFDP1 CHD3 CIAO1 CLASP2 CLCN7 CLN3 CLTB CLTCL1 CNIH4 CNPY3 COLGALT1 COMMD4 COMMD8 COQ2 COX8A CSTA CTBS CTSA CTSL CXCR2 CXCR4 CYBA CYTH4 DACH1 DCPS DDT DDX23 DDX49 DENND2D DEXI DHRS7B DMAC2 DNAJC1 DNPH1 DPEP2 DUSP7 EAF2 ECHDC2 ECI1 EFHD2 EHBP1L1 EIF4E2 EIF4EBP2 ELF3 ELF4 ELMO3 EML2 ENO1 ENSG00000274253 ESPL1 EVI2B EXOSC4 FADD FAM120A FAM53B FBP1 FBXW4 FCGR1A FES FEZ1 FLNA FOSL2 FRAT2 FUT7 FXYD6 FZD2 GAA GAS7 GIT2 GLG1 GLYR1 GNA12 GNA14 GNS GOLGA8N GPS2 GRB2 GRK6 GRN GSK3B GTSE1 HCK HCLS1 HDAC6 HEXB HIC2 HIP1 HIRIP3 HNRNPU HNRNPUL1 HOXA10 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB9 HSPA1A HTATIP2 HTR1F ID2 IGF2R IGFBP7 IGFLR1 IKBKB IKZF1 IL10RB IL17RA IL1RN IL6R IQCE IQGAP1 IRAK1 ISG20L2 ISOC2 ITGA7 ITGAL ITGAX ITGB2 ITGB7 KCTD13 KHNYN KIAA0930 KLC1 KNOP1 KPNA1 KRI1 KRT10 KYNU L1TD1 LAIR1 LAMP1 LAMP2 LAPTM5 LAT2 LCP1 LGALS1 LILRA1 LILRA2 LILRB2 LILRB4 LNPEP LRFN4 LRP10 LRRC20 LST1 LTB4R LYSET M6PR MAGEF1 MALT1 MAP2K2 MAPK13 MAPKAPK2 MAZ MBNL1 MED8 MEIS1 METTL25B MFN2 MFSD1 MFSD13A MGST2 MICAL1 MLLT10 MPPE1 MR1 MRPL35 MSRB1 MVB12B MYO1F NAGA NAGPA NCF1 NDUFB8 NDUFC1 NDUFS7 NINJ2 NIPBL NKG7 NKIRAS2 NLRP3 NRGN NSFL1C NUP210 NUP50 NUP62 NXPE3 OAZ1 OCEL1 OGG1 OSBPL1A OSBPL8 P4HB PAGR1 PARL PBX3 PCNX1 PCYT1A PECAM1 PI4KB PILRA PIP4K2C PITPNA PKM PLA2G4A PLAUR PLD3 PLEC PLEKHB2 PLIN3 PLOD1 PLPBP PLXNB2 PLXNC1 PMM1 POLD4 POLH POLR2J PPIF PPP1R2 PPT1 PRKCD PRRG4 PSD4 PSEN1 PSMB8 PTAFR PTK2B PTMS PTPN22 PTPN9 PUDP PYCARD RAB29 RAB3D RAB4B RAB6A RAC2 RANGAP1 RANGRF RASSF2 RASSF4 RASSF7 RBKS RBM47 RECK RER1 RFC5 RFX2 RGS14 RIMS1 RMND5B RNASE2 RNASE2CP RNASE3 RNASE6 RNF167 RNF19B RNPEPL1 RPL22P22 RPS6KA1 RRBP1 RRP7A RSPH6A RXRA S100A4 S100A6 SAC3D1 SAFB2 SCPEP1 SDF4 SDHD SEC23B SEL1L3 SELPLG SEPHS2 SERF2 SFMBT1 SH3GLB2 SIPA1 SIRPA SIRPAP1 SIRPB1 SLA SLC15A2 SLC16A3 SLC17A5 SLC1A4 SLC22A18 SLC25A44 SLC27A3 SLC31A1 SLC36A1 SLC44A4 SLC52A2 SLC8B1 SLC9A6 SMCO4 SMIM10L1 SMPD1 SNRNP25 SNX10 SPG21 SPI1 SRGN SRRT STAMBP STS SYK SYNGR2 SZRD1 TADA3 TAF1B TASL TBCD TBL2 TDRD7 TFEB TGFA TGOLN2 THAP11 THBS4 THTPA TIGAR TIMM17B TK2 TMEM126B TMPO TNFAIP2 TNFRSF10B TNFSF13 TNPO3 TNS3 TOLLIP TOR1AIP1 TPP1 TRABD TRAF3IP3 TRAPPC10 TRAV13-2 TREX1 TRIM38 TRIM44 TRPM4 UGGT1 UNC119 UPB1 UPF1 UQCRC1 VPS37C YKT6 ZDHHC13 ZNF318 ZNF446 ZNF592 MULLIGHAN_NPM1_MUTATED_SIGNATURE_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_MUTATED_SIGNATURE_1_DN ABCD1 ACLY ACSL4 ADAR APRT ARID3B ARL4C ATP10A ATP9A BCAT1 BTN2A2 CAMKK2 CAPN3 CARM1 CD200 CD34 CD7 CHST7 CLXN COPS5 CS DENND3 DGKD DSC1 DUSP5 EEF1D EHD1 EIF3D EIF3F EIF6 ELOC EMC1 EPHB2 EPHX2 ESYT1 FAM171A1 FCAR FHL1 FLAD1 FOXO3 FXYD5 GAD1 GDI2 GJB3 GNAQ GPI GPM6B GPR6 GRHPR HEG1 HOXC4 HPCAL1 HSPB1 INSL3 KCNQ1 LAMP5 LAX1 LDLR LPAR6 LRP4 LRRN2 LTBP4 MAP4K1 MEF2A MLNR MOB1A MPHOSPH6 NBL1 NFYC NHERF1 OAZ3 PCSK6 PDE2A PDE4D PDX1 PES1 PHB2 PI4K2A PLCB4 PLEKHG3 PLEKHO1 PMAIP1 POU6F1 PPM1F PPP1R16B PRAME PRKAR1AP1 PSG6 PSMA6 PYGB QARS1 RAB11A RAB4A RARA RASSF1 RERE RETN RETREG1 RNF130 RPL28 RRP9 RUNX1T1 SCRN1 SERPINF1 SNRK SPTAN1 ST14 SUN2 SURF1 SVIL TCF7 TERF2 TMEM243 TMPRSS2 TNFRSF25 TPPP3 TRPM4 TTC21B TUFM UBE2L3 UXT WHRN XPNPEP1 XRCC6 ZNF135 MULLIGHAN_NPM1_MUTATED_SIGNATURE_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_MUTATED_SIGNATURE_1_UP ACO1 ACSM3 ADAM12 ADCY7 AGBL5 AHI1 AK2 ALK ALX1 ANKRD42-DT AP5Z1 APTX AQP3 ARFIP1 ARIH2 ARL6IP4 ASRGL1 ATF5 ATM ATRX B4GALT4 BEX3 BMPR1A CA12 CA7 CACNA1I CACNA2D1 CAPRIN2 CARD9 CAT CAVIN2 CCDC15 CCDC28A CCL23 CD47 CD84 CDK2 CDK5R1 CENPI CEP135 CETN1 CFLAR CHGB CHMP2B CHRM5 CHST5 CLN8 CNOT4 CNR1 COL4A5 COMMD4 CREG1 CRP CSTF1 CTBP2 CTH CYB5RL CYP2C18 DCK DCUN1D4 DHFR DLC1 DOCK9 DST DZIP3 EDDM3A EGFL6 EMC9 EML2 EPHA1 ERG28 ERVK13-1 ETFDH EXOSC4 EXOSC7 FADS1 FAM131A FBXO28 FEM1B FKBP1B FRY GABBR2 GHITM GK GNRHR GOT1 GP5 GP6 GPR135 GPR137B GPR21 GTSE1 GUCA1B H3C10 H4C3 HFE HMGB1 HMGN5 HNRNPA1P37 HOXA10 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 HOXB9 HSD17B4 HSP90AA1 HTRA1 HUS1 IDE IL15 INSIG1 IP6K1 IQCE ITGAX KIF22 KIF3A KPNA4 KRT10 KYNU LEPROT LGR4 LHFPL6 LIMS1 LINC02637 LUZP4 MACIR MAGEA9 MAN2A2 MAP3K5 MAP3K7 MAPK10 MBNL2 MCHR1 MEIS1 METAP2 MFAP3 MPHOSPH8 MRE11 MSH3 MTCL1 MTX2 MYBPC3 MYO1C NCAM2 NEK7 NFATC1 NFE2 NFE2L2 NIPBL NUP43 OGFOD3 OR7E111P ORC6 OSTF1 PAK1IP1 PBX3 PCDHGC3 PDCD1 PDE3A PDS5B PI4KB PKN2 PKNOX1 PLCB3 PLPPR3 PLSCR2 POLR1G POLR2C POU3F1 PPARGC1A PPP1R8 PTCH1 PTPN11 PTPN4 PURA RAB38 RAD1 RAD50 RAD51 RAP2A RAPSN RASSF7 RBM25 RBM5 RER1 RGSL1 RSRC1 RTL8C RTN2 RWDD1 RYBP SC5D SCGB1D1 SCHIP1 SDS SEL1L3 SELENOP SERINC3 SH3BP2 SH3GL1 SIX6 SLC39A1 SLC46A3 SLIT3 SMC4 SNX10 SOX13 SP3 SPDL1 SPG7 SPINK2 SSX2 SSX2IP SSX4 ST3GAL2 TANK TBC1D17 TCEAL9 TCP10L3 TECTA TFDP2 TGS1 TJP2 TM2D3 TMCO1 TMEM14A TMT1A TNC TNNI3K TNS3 TOP1 TRAF3IP3 TRAF6 TRAPPC3 TRIM38 TRPM8 TST TVP23B TXNIP UBE2K UBR2 UGGT1 UGT2B15 UNKL VCP VOPP1 WNK1 WNT5A WRAP73 WWP1 XPC ZBED4 ZFR2 ZMYM2 ZNF322 ZNF768 ZNF780B MULLIGHAN_NPM1_MUTATED_SIGNATURE_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_MUTATED_SIGNATURE_2_DN ABCG1 ACLY ADAR ALDOA ARID3B ARL4C BTN2A2 C15orf39 CARM1 CD34 CD7 CHST7 CLXN DGKD DSC1 EEF1D EHD1 EIF3D EIF3F EIF4B EIF6 ELAVL1 ELOC FAM162A FHL1 FXYD5 GAS6 GDI2 GPI GPR6 GRHPR GUCY1B1 HOXC4 KCNQ1 LAMP5 LAX1 LDHA LDLR LPAR6 LRP4 LRRN2 LTBP4 MAP4K1 MEF2A MLNR MMP15 MOB1A MRC1 NBL1 NHERF1 OAZ3 PES1 PHB2 PPM1F PPP1R16B PSG6 QARS1 RAB4A RARA RERE RETREG1 RPL28 RRP9 SERPINF1 SORBS3 STK10 SURF1 SYNJ2 TCF7 TMPRSS2 TUFM UBE2L3 UTP11 UXT WDR1 XRCC6 MULLIGHAN_NPM1_MUTATED_SIGNATURE_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_MUTATED_SIGNATURE_2_UP ACO1 ACP2 AHI1 AKAP12 ALK AMN AP5Z1 ARIH2 ASRGL1 B4GALT4 BMPR1A CACNA1I CACNA2D1 CAPRIN2 CARD9 CAT CDK5R1 CENPQ CEP135 CETN1 CFD COL4A5 COMMD4 CRP CSTF1 CTBP2 CTH CYB5RL DCK DHFR DST DZIP3 EGFL6 EMC9 EML2 ERVK13-1 GK GNRHR GP5 GPR137B HFE HMGN5 HNRNPH3 HOXA10 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB6 HSD17B4 HSP90AA1 IQCE KPNA4 KYNU LGR4 LHFPL6 LIMS1 LINC02637 LUZP4 MACIR MAN2A2 MAP2K4 MAP6D1 MBNL2 MCHR1 MEIS1 METAP2 MLLT10 MSH3 MTX2 MYO1C NCAM2 NEK7 NFE2L2 NIPBL OGFOD3 ORC6 PAIP1 PAK1IP1 PBX3 PDE3A PDS5B PKN2 PKNOX1 PLCB3 PLPPR3 PPARGC1A PPP1R26 PRKAB1 RAB38 RAD1 RAD51 RBM5 RCE1 RER1 RESF1 RGSL1 RSRC1 RTL8C RYBP SH3GL1 SLC39A1 SMC4 SOX13 SPDL1 SPG7 SSX2IP SSX4 STAG2 SUN1 TANK TBC1D17 TFDP2 TLK1 TMT1A TRPM8 TST TVP23B TXNIP UBE2K UGGT1 WRAP73 WWP1 ZFAND6 ZFR2 ZMYM2 ZNF768 ZXDC MULLIGHAN_NPM1_SIGNATURE_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_SIGNATURE_3_DN ABCD1 ABCG1 ABCG5 ACLY ACSL4 ADAR AQP4 ARID3B ARL4C ATP10A ATP9A BCAT1 BTN2A2 CAMKK2 CAPN3 CARM1 CD200 CD34 CD7 CERS2 CHST7 CLXN CNN2 COL14A1 COPS5 CS CSNK2A2 DDO DEFA4 DENND3 DGKD DRG1 DSC1 DUSP5 EEF1D EHD1 EIF3D EIF3F EIF6 ELOC EMC1 EPHB2 EPHX2 ESYT1 FAM171A1 FCER2 FGFR1 FHL1 FHOD3 FLAD1 FOXO3 FXYD5 GAD1 GDI2 GJB3 GNAQ GPI GPM6B GPR6 GRHPR GUCY1B1 HEG1 HGF HLA-DQA1 HOOK2 HOXC4 HPCAL1 HSPB1 HSPG2 IFITM1 INSL3 ITGA5 KATNB1 KCNQ1 LAMP5 LAX1 LDHA LDLR LPAR6 LRP4 LRRN2 LTBP4 MAP4K1 MEF2A MLNR MOB1A MPHOSPH6 MRC1 MYH11 NBL1 NFYC NHERF1 NIT2 NPR3 OAZ3 PABPC4 PCSK6 PDE2A PDE4B PDE4D PDX1 PES1 PHB2 PI4K2A PLCB4 PLCG1 PLEKHG3 PLEKHO1 PMAIP1 POU6F1 PPM1F PPP1R16B PRAME PRKAR1AP1 PSG6 PSMA6 PYGB QARS1 RAB11A RAB4A RARA RERE RETN RETREG1 RNF130 RNFT2 RPL28 RPL4 RRP9 RUNX1T1 RYR1 SCRN1 SERPINF1 SIPA1L1 SLC9A2 SNRK SOCS3 SPTAN1 SPTBN2 ST14 SUN2 SVIL TCF7 TERF2 TGFBR2 TMEM243 TMPRSS2 TNFRSF25 TPPP3 TRPM4 TSPAN7 TTC21B TUFM UBE2L3 UTP11 UXT VAMP5 WHRN XPNPEP1 ZNF135 ZNF467 MULLIGHAN_NPM1_SIGNATURE_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MULLIGHAN_NPM1_SIGNATURE_3_UP AAK1 ABHD2 ACO1 ACP2 ADAM12 ADCY7 AGBL5 AHI1 AK2 ALK ALX1 ANKRD42-DT AP3S2 AP5Z1 APTX AQP3 ARFIP1 ARHGAP11A ARHGEF11 ARHGEF40 ARIH2 ARL6IP4 ASRGL1 ATF5 ATM ATRX B4GALT4 BAX BEX3 BMPR1A CA12 CA7 CACNA1I CACNA2D1 CAPRIN2 CARD9 CAT CAVIN2 CCDC15 CCDC28A CCL23 CD84 CDK2 CDK5R1 CELF1 CENPI CEP104 CEP135 CETN1 CFLAR CHGB CHMP2B CHRM5 CHST5 CLN8 CNOT4 CNR1 COL1A2 COL4A5 COMMD4 CPVL CREG1 CRP CSTF1 CTBP2 CTH CYB5RL DCK DCUN1D4 DDR1-DT DGKG DHFR DLEU2 DNAJB2 DOCK9 DPEP2 DST DZIP3 EDDM3A EGFL6 EMC9 EML2 EPHA1 ERG28 ERP44 ERVK13-1 ETFDH EXOSC4 EXOSC7 FADS1 FAM131A FANCA FBXO28 FBXO42 FEM1B FGL1 FKBP1B FRY GABBR2 GHITM GK GLUD2 GNA12 GNRHR GOT1 GP5 GP6 GPR135 GPR137B GPR21 GTSE1 GUCA1B H3C10 H4C3 HFE HMGB1 HMGN5 HNRNPA1P37 HNRNPH3 HOMER3 HOXA10 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 HOXB9 HSD17B4 HSP90AA1 HTRA1 HUS1 IDE IGF2BP2 IL15 INSIG1 IP6K1 IQCE ITGAX KCNS3 KIF22 KIF3A KMT5B KPNA4 KRT10 KYNU LAMA2 LEPROT LGR4 LHFPL6 LIMS1 LINC02637 LUZP4 MACIR MAFG MAGEA9 MAN2A2 MAP3K5 MAP3K7 MAPK10 MBNL2 MCHR1 MEIS1 METAP2 MFAP3 MLLT10 MPHOSPH8 MRE11 MSH3 MTCL1 MTX2 MYBPC3 MYO1C NCAM2 NCOA3 NDUFB8 NEIL3 NEK7 NFATC1 NFATC2IP NFE2 NFE2L2 NIPA2 NIPBL NUP43 OGFOD3 ORC6 OSTF1 PABPC1P3 PAK1IP1 PBX3 PCDHGC3 PDCD1 PDE3A PDGFD PDLIM5 PDS5B PI4KB PIAS3 PIN4 PINK1 PIP4K2C PKN2 PKNOX1 PLA2G4A PLCB3 PLOD1 PLPPR3 PLSCR2 POLR1G POLR2C POU3F1 PPARGC1A PPP1R26 PPP1R3A PPP1R8 PRKAB1 PRLH PRPS1 PTPN11 PTPN4 PURA RAB38 RAD1 RAD50 RAD51 RAPSN RASSF7 RBKS RBM25 RBM5 RER1 RESF1 RGSL1 RNASE2 RSRC1 RSRP1 RTL8C RTN2 RWDD1 RYBP SC5D SCGB1D1 SCHIP1 SDS SEL1L3 SELENOP SEMA5A SEPTIN8 SERINC3 SGCB SH3BP2 SH3GL1 SH3GLB2 SIX6 SLC15A2 SLC31A1 SLC39A1 SLC46A3 SLCO3A1 SLIT3 SMARCD3 SMC4 SNX10 SON SOX13 SP3 SPDL1 SPG7 SPINK2 SRGN SSX2 SSX2IP SSX4 ST3GAL2 ST3GAL4 STAG2 STX6 TANK TBC1D17 TCEAL9 TCP10L3 TFDP2 TGS1 TIMM17A TIMM23 TJP2 TLK1 TM2D3 TMCO1 TMEM14A TMPO TMT1A TNC TNS3 TOP1 TOP3A TRAF3IP3 TRAF6 TRAPPC3 TRIM31 TRIM38 TRPM8 TST TVP23B TXNIP UBE2K UBR2 UGGT1 UGT2B15 UNKL VCP VOPP1 WNK1 WNT5A WRAP73 WWP1 XPC YME1L1 YWHAB ZBED4 ZBTB43 ZFR2 ZMYM2 ZMYM5 ZNF213-AS1 ZNF322 ZNF768 ZNF780B ZXDC MUNSHI_MULTIPLE_MYELOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUNSHI_MULTIPLE_MYELOMA_DN CNOT2 DKC1 HSF1 KIR2DL4 NPRL2 RAD51 SKIL SMARCA4 UCHL1 VAMP5 MUNSHI_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MUNSHI_MULTIPLE_MYELOMA_UP ABCC3 ACVRL1 ANGPT1 ANXA2 AXL CALM2 CALR CANX CD63 CD68 CFLAR CNNM2 COL11A2 CSF1 CSF2 CXCR4 CYB561D2 DAD1 DBI DDX18 EEF1A1 EIF4G2 EPOR FGFR3 FKBP2 FLT3LG FOS FOXK2 FZR1 GSTM4 HAX1 HCLS1 HSP90B1 HSPA5 HSPE1 IFITM1 ISG20 JUN JUND KATNB1 KPNA4 KRT8 LDHB LIFR LY96 MCL1 MSI1 NACA NFKBIA PAK3 PIM2 PSMA2 PSMB1 PSME2 RAN RELB RHOD S100A4 SSR4 TERT TGFB3 TMC6 TNFRSF17 TRIM32 UBB UBC UBE2L3 UQCR11 USF2 USP22 USP9X VAV2 WT1-AS XBP1 XRCC5 ZC3H12D ZNF91 MURAKAMI_UV_RESPONSE_1HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_1HR_DN ACAN CYTH2 EGR1 IL6 ITGB7 NINJ1 ROCK1 SMO TNR VTN MURAKAMI_UV_RESPONSE_1HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_1HR_UP CASP10 CD9 DAPK1 DSG1 KRT1 KRT10 KRT13 KRT14 MAP3K14 MMP17 NME1 NME2 PTPRF RPSA SEPTIN7 MURAKAMI_UV_RESPONSE_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_24HR DSG1 DSP DVL1 EDN2 EGR1 IFI6 IL13 IL6 ITGB7 KRT1 KRT10 KRT14 MAP3K14 NOTCH4 RARG RFC2 SMO TGFB1 TRAIP VTN MURAKAMI_UV_RESPONSE_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_6HR_DN ACAN CDK5 DSC2 EDN2 EGR1 IFI6 IL13 IL6 ITGB7 KRT10 KRT13 KRT14 MAP3K14 NINJ1 NOTCH4 RARG RFC2 SMO TGFB1 TGFB2 VTN MURAKAMI_UV_RESPONSE_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURAKAMI_UV_RESPONSE_6HR_UP ARHGDIA CASP10 CASP4 CASP6 CD9 CDC37 CDKN1A CYTH2 DAPK1 DSG1 DSP ERCC1 EVPL GADD45A HOXD3 KRT1 MAPK6 MCL1 NME1 NME2 PGF PLAT PRODH PTPRF RAC1 RND3 SEPTIN2 SEPTIN7 TIMP1 TNFRSF10A TRAF3 TRAIP TRIP6 XRCC1 MURATA_VIRULENCE_OF_H_PILORI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MURATA_VIRULENCE_OF_H_PILORI AIM2 BCL6 CCND2 CDKN1A CDX1 CEACAM6 CILK1 COL6A1 COL6A2 CRISP3 CTTN DPP4 FUT6 GAS6 IL11 L1CAM MMP1 MMP13 MUC1 MVP S100A9 SOD2 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_1 GATA1 SSX1 SSX2 SSX4 TFE3 WAS MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_12 ASPSCR1 BRCA1 CLTC ERBB2 ETV4 LASP1 MLLT6 NF1 RNF213 SUZ12 TAF15 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_13 FOXO4 GPC3 MTCP1 NONO SEPTIN6 TMEM185A MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_15 CCND3 DEK FANCE H4C9 HMGA1 HSP90AB1 IRF4 PIM1 SRSF3 TFEB MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_16 COX6C EXT1 MYC NBN NCOA2 PLAG1 RECQL4 RUNX1T1 TCEA1 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_17 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_17 ABL2 ARNT BCL9 CDC73 FCGR2B FCRL4 FH HSP90AA1 MLLT11 MUC1 NTRK1 PAX7 PBX1 PRCC PRRX1 SDHC TPM3 TPR TSC22D3 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_18 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_18 BCL2 KDSR MALT1 SMAD4 SS18 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_2 CCND2 ERC1 ETV6 KRAS ZNF384 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_21 ATF1 CDK4 DDIT3 HMGA2 HOXC11 HOXC13 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_22 BCR CLTCL1 EP300 EWSR1 MN1 MRTFA MYH9 NF2 PATZ1 PDGFB SEPTIN5 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_23 ARHGEF12 ATM BIRC3 CBL CCND1 CLP1 DDX10 DDX6 FLI1 KMT2A MAML2 MEN1 NUMA1 PAFAH1B2 PCSK7 PICALM POU2AF1 SDHD ZBTB16 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_24 ARNT BCL9 CDC73 FCGR2B FCRL4 HSP90AA1 MLLT11 MUC1 NTRK1 PBX1 PRCC PRRX1 SDHC TPM3 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_25 ATIC CHN1 ERCC3 FEV HOXD11 HOXD13 PAX3 PMS1 TTL MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_27 ACSL6 APC ARHGAP26 FLT4 LIFR NPM1 NSD1 PDGFRB RANBP17 TLX3 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_29 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_29 EGFR ETV1 HOXA11 HOXA13 HOXA9 IKZF1 JAZF1 PMS2 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_30 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_30 BCL7A BTG1 HNF1A NACA PTPN11 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_5 ASPSCR1 BCL6 HLF MSI2 PRKAR1A RNF213 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_6 FLCN MAP2K4 PER1 RABEP1 SPECC1 TP53 MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_7 BCL6 EIF4A2 LPP MECOM PIK3CA RPL22 TFRC MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_8 ABL1 CNTRL FANCC FNBP1 NR4A3 NUP214 PTCH1 SET SYK TAL2 TSC1 XPA MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MYLLYKANGAS_AMPLIFICATION_HOT_SPOT_9 COX6C FGFR1 KAT6A NSD3 PCM1 PLAG1 TCEA1 WRN NABA_BASEMENT_MEMBRANES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_BASEMENT_MEMBRANES AGRN COL15A1 COL18A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COLQ HMCN1 HSPG2 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 NID1 NID2 NPNT NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 PAPLN USH2A NABA_COLLAGENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_COLLAGENS COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 NABA_CORE_MATRISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_CORE_MATRISOME ABI3BP ACAN ADIPOQ AEBP1 AGRN AMBN AMELX AMELY ANOS1 ASPN BCAN BGLAP BGN BMPER BSPH1 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CDCP2 CHAD CHADL CILP CILP2 COCH COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLQ COMP CRELD1 CRELD2 CRIM1 CRISPLD1 CRISPLD2 CTHRC1 DCN DMBT1 DMP1 DPT DSPP ECM1 ECM2 EDIL3 EFEMP1 EFEMP2 EGFLAM ELN ELSPBP1 EMID1 EMILIN1 EMILIN2 EMILIN3 EPYC ESM1 EYS FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FBN2 FBN3 FGA FGB FGG FGL1 FGL2 FMOD FN1 FNDC1 FNDC7 FNDC8 FRAS1 GAS6 GLDN HAPLN1 HAPLN2 HAPLN3 HAPLN4 HMCN1 HMCN2 HSPG2 IBSP IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGFBPL1 IGSF10 IMPG1 IMPG2 INTS14 INTS6L KCP KERA LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LGI1 LGI2 LGI3 LGI4 LRG1 LTBP1 LTBP2 LTBP3 LTBP4 LUM MATN1 MATN2 MATN3 MATN4 MEPE MFAP1 MFAP2 MFAP3 MFAP4 MFAP5 MFGE8 MGP MMRN1 MMRN2 MXRA5 NCAN NDNF NELL1 NELL2 NID1 NID2 NPNT NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 NYX OGN OIT3 OMD OPTC OTOG OTOL1 PAPLN PCOLCE PCOLCE2 PODN PODNL1 POMZP3 POSTN PRELP PRG2 PRG3 PRG4 PXDN PXDNL RELN RSPO1 RSPO2 RSPO3 RSPO4 SBSPON SLIT1 SLIT2 SLIT3 SMOC1 SMOC2 SNED1 SPARC SPARCL1 SPOCK1 SPOCK2 SPOCK3 SPON1 SPON2 SPP1 SRGN SRPX SRPX2 SSPOP SVEP1 TECTA TECTB TGFBI THBS1 THBS2 THBS3 THBS4 THSD4 TINAG TINAGL1 TNC TNFAIP6 TNN TNR TNXB TSKU TSPEAR USH2A VCAN VIT VTN VWA1 VWA2 VWA3A VWA3B VWA5A VWA5B1 VWA5B2 VWA7 VWCE VWDE VWF ZP1 ZP2 ZP3 ZP4 ZPLD1 NABA_ECM_AFFILIATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_ECM_AFFILIATED ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C1QL4 C1QTNF1 C1QTNF2 C1QTNF3 C1QTNF4 C1QTNF5 C1QTNF6 C1QTNF7 C1QTNF8 C1QTNF9 CD209 CLC CLEC10A CLEC11A CLEC12A CLEC12B CLEC14A CLEC17A CLEC18A CLEC18B CLEC18C CLEC19A CLEC1A CLEC1B CLEC2A CLEC2B CLEC2D CLEC2L CLEC3A CLEC3B CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLEC9A COLEC10 COLEC11 COLEC12 CSPG4 CSPG5 ELFN1 ELFN2 EMCN FCN1 FCN2 FCN3 FREM1 FREM2 FREM3 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GREM1 GRIFIN HPX ITLN1 ITLN2 LGALS1 LGALS12 LGALS13 LGALS14 LGALS16 LGALS2 LGALS3 LGALS4 LGALS7 LGALS8 LGALS9 LGALS9B LGALS9C LGALSL LMAN1 LMAN1L MBL2 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC19 MUC2 MUC20 MUC21 MUC22 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 OPRPN OVGP1 PARM1 PLXDC1 PLXDC2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 REG1A REG1B REG3A REG3G REG4 SDC1 SDC2 SDC3 SDC4 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SFTA2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD NABA_ECM_GLYCOPROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_ECM_GLYCOPROTEINS ABI3BP ADIPOQ AEBP1 AGRN AMBN AMELX AMELY ANOS1 BGLAP BMPER BSPH1 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CDCP2 CILP CILP2 COCH COLQ COMP CRELD1 CRELD2 CRIM1 CRISPLD1 CRISPLD2 CTHRC1 DMBT1 DMP1 DPT DSPP ECM1 ECM2 EDIL3 EFEMP1 EFEMP2 EGFLAM ELN ELSPBP1 EMID1 EMILIN1 EMILIN2 EMILIN3 EYS FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FBN2 FBN3 FGA FGB FGG FGL1 FGL2 FN1 FNDC1 FNDC7 FNDC8 FRAS1 GAS6 GLDN HMCN1 HMCN2 IBSP IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGFBPL1 IGSF10 INTS14 INTS6L KCP LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LGI1 LGI2 LGI3 LGI4 LRG1 LTBP1 LTBP2 LTBP3 LTBP4 MATN1 MATN2 MATN3 MATN4 MEPE MFAP1 MFAP2 MFAP3 MFAP4 MFAP5 MFGE8 MGP MMRN1 MMRN2 MXRA5 NDNF NELL1 NELL2 NID1 NID2 NPNT NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 OIT3 OTOG OTOL1 PAPLN PCOLCE PCOLCE2 POMZP3 POSTN PXDN PXDNL RELN RSPO1 RSPO2 RSPO3 RSPO4 SBSPON SLIT1 SLIT2 SLIT3 SMOC1 SMOC2 SNED1 SPARC SPARCL1 SPON1 SPON2 SPP1 SRPX SRPX2 SSPOP SVEP1 TECTA TECTB TGFBI THBS1 THBS2 THBS3 THBS4 THSD4 TINAG TINAGL1 TNC TNFAIP6 TNN TNR TNXB TSKU TSPEAR USH2A VIT VTN VWA1 VWA2 VWA3A VWA3B VWA5A VWA5B1 VWA5B2 VWA7 VWCE VWDE VWF ZP1 ZP2 ZP3 ZP4 ZPLD1 NABA_ECM_REGULATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_ECM_REGULATORS A2M A2ML1 ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 AGT AMBP ASTL BMP1 C17orf58 CD109 CELA1 CELA2A CELA2B CELA3A CELA3B CPAMD8 CPN2 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CSTA CSTB CSTL1 CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ EGLN1 EGLN2 EGLN3 ELANE F10 F12 F13A1 F13B F2 F7 F9 FAM20A FAM20B FAM20C HABP2 HMSD HPSE HPSE2 HRG HTRA1 HTRA3 HTRA4 HYAL1 HYAL2 HYAL3 HYAL4 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 KAZALD1 KNG1 KY LOX LOXL1 LOXL2 LOXL3 LOXL4 LPA MASP1 MASP2 MEP1A MEP1B MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 NGLY1 OGFOD1 OGFOD2 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAMR1 PAPPA PAPPA2 PCSK5 PCSK6 PI3 PLAT PLAU PLG PLOD1 PLOD2 PLOD3 PRSS1 PRSS12 PRSS2 PRSS3 PZP SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SLPI SPAM1 ST14 SULF1 SULF2 TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 TIMP1 TIMP2 TIMP3 TIMP4 TLL1 TLL2 TMPRSS15 NABA_MATRISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME A2M A2ML1 ABI3BP ACAN ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 ADIPOQ AEBP1 AGRN AGT AMBN AMBP AMELX AMELY AMH ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL4 ANGPTL5 ANGPTL6 ANGPTL7 ANOS1 ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 AREG ARTN ASPN ASTL BCAN BDNF BGLAP BGN BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPER BRINP2 BRINP3 BSPH1 BTC C17orf58 C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C1QL4 C1QTNF1 C1QTNF2 C1QTNF3 C1QTNF4 C1QTNF5 C1QTNF6 C1QTNF7 C1QTNF8 C1QTNF9 C1QTNF9B CBLN1 CBLN2 CBLN3 CBLN4 CCBE1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCN1 CCN2 CCN3 CCN4 CCN5 CCN6 CD109 CD209 CDCP2 CELA1 CELA2A CELA2B CELA3A CELA3B CFC1 CFC1B CHAD CHADL CHRD CHRDL1 CHRDL2 CILP CILP2 CLC CLCF1 CLEC10A CLEC11A CLEC12A CLEC12B CLEC14A CLEC17A CLEC18A CLEC18B CLEC18C CLEC19A CLEC1A CLEC1B CLEC2A CLEC2B CLEC2D CLEC2L CLEC3A CLEC3B CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLEC9A CNTF COCH COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLEC10 COLEC11 COLEC12 COLQ COMP CPAMD8 CPN2 CRELD1 CRELD2 CRHBP CRIM1 CRIPTO CRISPLD1 CRISPLD2 CRLF1 CRLF3 CRNN CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG4 CSPG5 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CSTA CSTB CSTL1 CTF1 CTHRC1 CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DCN DHH DMBT1 DMP1 DPT DSPP EBI3 ECM1 ECM2 EDA EDIL3 EFEMP1 EFEMP2 EGF EGFL6 EGFL7 EGFL8 EGFLAM EGLN1 EGLN2 EGLN3 ELANE ELFN1 ELFN2 ELN ELSPBP1 EMCN EMID1 EMILIN1 EMILIN2 EMILIN3 EPGN EPO EPYC EREG ESM1 EYS F10 F12 F13A1 F13B F2 F7 F9 FAM20A FAM20B FAM20C FASLG FBLN1 FBLN2 FBLN5 FBLN7 FBN1 FBN2 FBN3 FCN1 FCN2 FCN3 FGA FGB FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGG FGL1 FGL2 FLG FLG2 FLT3LG FMOD FN1 FNDC1 FNDC7 FNDC8 FRAS1 FREM1 FREM2 FREM3 FRZB FST FSTL1 FSTL3 GAS6 GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GH1 GH2 GLDN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GREM1 GRIFIN HABP2 HAPLN1 HAPLN2 HAPLN3 HAPLN4 HBEGF HCFC1 HCFC2 HGF HGFAC HHIP HMCN1 HMCN2 HMSD HPSE HPSE2 HPX HRG HRNR HSPG2 HTRA1 HTRA3 HTRA4 HYAL1 HYAL2 HYAL3 HYAL4 IBSP IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IGF1 IGF2 IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IGFBPL1 IGSF10 IHH IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL22 IL23A IL24 IL25 IL26 IL3 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 IMPG1 IMPG2 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL5 INSL6 INTS14 INTS6L ISM1 ISM2 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 ITLN1 ITLN2 KAZALD1 KCP KERA KITLG KNG1 KY LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LEFTY1 LEFTY2 LEP LGALS1 LGALS12 LGALS13 LGALS14 LGALS16 LGALS2 LGALS3 LGALS4 LGALS7 LGALS8 LGALS9 LGALS9B LGALS9C LGALSL LGI1 LGI2 LGI3 LGI4 LIF LMAN1 LMAN1L LOX LOXL1 LOXL2 LOXL3 LOXL4 LPA LRG1 LTA LTB LTBP1 LTBP2 LTBP3 LTBP4 LUM MASP1 MASP2 MATN1 MATN2 MATN3 MATN4 MBL2 MDK MEGF10 MEGF11 MEGF6 MEGF8 MEGF9 MEP1A MEP1B MEPE MFAP1 MFAP2 MFAP3 MFAP4 MFAP5 MFGE8 MGP MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MMRN1 MMRN2 MST1 MST1L MSTN MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC19 MUC2 MUC20 MUC21 MUC22 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 MXRA5 NCAN NDNF NELL1 NELL2 NGF NGLY1 NID1 NID2 NODAL NPNT NRG1 NRG2 NRG3 NRG4 NRTN NTF3 NTF4 NTN1 NTN3 NTN4 NTN5 NTNG1 NTNG2 NYX OGFOD1 OGFOD2 OGN OIT3 OMD OPRPN OPTC OSM OTOG OTOL1 OVGP1 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAMR1 PAPLN PAPPA PAPPA2 PARM1 PCOLCE PCOLCE2 PCSK5 PCSK6 PDGFA PDGFB PDGFC PDGFD PF4 PF4V1 PGF PI3 PIK3IP1 PLAT PLAU PLG PLOD1 PLOD2 PLOD3 PLXDC1 PLXDC2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PODN PODNL1 POMZP3 POSTN PPBP PRELP PRG2 PRG3 PRG4 PRL PRSS1 PRSS12 PRSS2 PRSS3 PSPN PTN PXDN PXDNL PZP REG1A REG1B REG3A REG3G REG4 RELN RPTN RSPO1 RSPO2 RSPO3 RSPO4 S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A8 S100A9 S100B S100G S100P S100Z SBSPON SCUBE1 SCUBE2 SCUBE3 SDC1 SDC2 SDC3 SDC4 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFRP1 SFRP2 SFRP4 SFRP5 SFTA2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SHH SLIT1 SLIT2 SLIT3 SLPI SMOC1 SMOC2 SNED1 SPAM1 SPARC SPARCL1 SPOCK1 SPOCK2 SPOCK3 SPON1 SPON2 SPP1 SRGN SRPX SRPX2 SSPOP ST14 SULF1 SULF2 SVEP1 TCHH TCHHL1 TECTA TECTB TGFA TGFB1 TGFB2 TGFB3 TGFBI TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 THBS1 THBS2 THBS3 THBS4 THPO THSD4 TIMP1 TIMP2 TIMP3 TIMP4 TINAG TINAGL1 TLL1 TLL2 TMPRSS15 TNC TNF TNFAIP6 TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNN TNR TNXB TPO TSKU TSPEAR USH2A VCAN VEGFA VEGFB VEGFC VEGFD VIT VTN VWA1 VWA2 VWA3A VWA3B VWA5A VWA5B1 VWA5B2 VWA7 VWC2 VWC2L VWCE VWDE VWF WFIKKN1 WFIKKN2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 ZFP91 ZP1 ZP2 ZP3 ZP4 ZPLD1 NABA_MATRISOME_ASSOCIATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_ASSOCIATED A2M A2ML1 ADAM10 ADAM11 ADAM12 ADAM15 ADAM17 ADAM18 ADAM19 ADAM2 ADAM20 ADAM21 ADAM22 ADAM23 ADAM28 ADAM29 ADAM30 ADAM32 ADAM33 ADAM7 ADAM8 ADAM9 ADAMDEC1 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 AGT AMBP AMH ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL4 ANGPTL5 ANGPTL6 ANGPTL7 ANXA1 ANXA10 ANXA11 ANXA13 ANXA2 ANXA3 ANXA4 ANXA5 ANXA6 ANXA7 ANXA8 ANXA8L1 ANXA9 AREG ARTN ASTL BDNF BMP1 BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BRINP2 BRINP3 BTC C17orf58 C1QA C1QB C1QC C1QL1 C1QL2 C1QL3 C1QL4 C1QTNF1 C1QTNF2 C1QTNF3 C1QTNF4 C1QTNF5 C1QTNF6 C1QTNF7 C1QTNF8 C1QTNF9 C1QTNF9B CBLN1 CBLN2 CBLN3 CBLN4 CCBE1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CD109 CD209 CELA1 CELA2A CELA2B CELA3A CELA3B CFC1 CFC1B CHRD CHRDL1 CHRDL2 CLC CLCF1 CLEC10A CLEC11A CLEC12A CLEC12B CLEC14A CLEC17A CLEC18A CLEC18B CLEC18C CLEC19A CLEC1A CLEC1B CLEC2A CLEC2B CLEC2D CLEC2L CLEC3A CLEC3B CLEC4A CLEC4C CLEC4D CLEC4E CLEC4F CLEC4G CLEC4M CLEC5A CLEC6A CLEC7A CLEC9A CNTF COLEC10 COLEC11 COLEC12 CPAMD8 CPN2 CRHBP CRIPTO CRLF1 CRLF3 CRNN CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CSPG4 CSPG5 CST1 CST11 CST2 CST3 CST4 CST5 CST6 CST7 CST8 CST9 CST9L CSTA CSTB CSTL1 CTF1 CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DHH EBI3 EDA EGF EGFL6 EGFL7 EGFL8 EGLN1 EGLN2 EGLN3 ELANE ELFN1 ELFN2 EMCN EPGN EPO EREG F10 F12 F13A1 F13B F2 F7 F9 FAM20A FAM20B FAM20C FASLG FCN1 FCN2 FCN3 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FLG FLG2 FLT3LG FREM1 FREM2 FREM3 FRZB FST FSTL1 FSTL3 GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GH1 GH2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GREM1 GRIFIN HABP2 HBEGF HCFC1 HCFC2 HGF HGFAC HHIP HMSD HPSE HPSE2 HPX HRG HRNR HTRA1 HTRA3 HTRA4 HYAL1 HYAL2 HYAL3 HYAL4 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IGF1 IGF2 IHH IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL22 IL23A IL24 IL25 IL26 IL3 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL5 INSL6 ISM1 ISM2 ITIH1 ITIH2 ITIH3 ITIH4 ITIH5 ITIH6 ITLN1 ITLN2 KAZALD1 KITLG KNG1 KY LEFTY1 LEFTY2 LEP LGALS1 LGALS12 LGALS13 LGALS14 LGALS16 LGALS2 LGALS3 LGALS4 LGALS7 LGALS8 LGALS9 LGALS9B LGALS9C LGALSL LIF LMAN1 LMAN1L LOX LOXL1 LOXL2 LOXL3 LOXL4 LPA LTA LTB MASP1 MASP2 MBL2 MDK MEGF10 MEGF11 MEGF6 MEGF8 MEGF9 MEP1A MEP1B MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 MST1 MST1L MSTN MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC19 MUC2 MUC20 MUC21 MUC22 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NGF NGLY1 NODAL NRG1 NRG2 NRG3 NRG4 NRTN NTF3 NTF4 OGFOD1 OGFOD2 OPRPN OSM OVGP1 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HTM PAMR1 PAPPA PAPPA2 PARM1 PCSK5 PCSK6 PDGFA PDGFB PDGFC PDGFD PF4 PF4V1 PGF PI3 PIK3IP1 PLAT PLAU PLG PLOD1 PLOD2 PLOD3 PLXDC1 PLXDC2 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PLXND1 PPBP PRL PRSS1 PRSS12 PRSS2 PRSS3 PSPN PTN PZP REG1A REG1B REG3A REG3G REG4 RPTN S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A8 S100A9 S100B S100G S100P S100Z SCUBE1 SCUBE2 SCUBE3 SDC1 SDC2 SDC3 SDC4 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SERPINA1 SERPINA10 SERPINA11 SERPINA12 SERPINA2 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINA7 SERPINA9 SERPINB1 SERPINB10 SERPINB11 SERPINB12 SERPINB13 SERPINB2 SERPINB3 SERPINB4 SERPINB5 SERPINB6 SERPINB7 SERPINB8 SERPINB9 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINE3 SERPINF1 SERPINF2 SERPING1 SERPINH1 SERPINI1 SERPINI2 SFRP1 SFRP2 SFRP4 SFRP5 SFTA2 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SHH SLPI SPAM1 ST14 SULF1 SULF2 TCHH TCHHL1 TGFA TGFB1 TGFB2 TGFB3 TGM1 TGM2 TGM3 TGM4 TGM5 TGM6 TGM7 THPO TIMP1 TIMP2 TIMP3 TIMP4 TLL1 TLL2 TMPRSS15 TNF TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TPO VEGFA VEGFB VEGFC VEGFD VWC2 VWC2L WFIKKN1 WFIKKN2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 ZFP91 NABA_MATRISOME_HGSOC_OMENTAL_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HGSOC_OMENTAL_METASTASIS AEBP1 AGRN ANXA4 ANXA5 ANXA6 C1QB C1QC CILP CLEC3B COL16A1 COL4A4 COL5A1 COMP CTHRC1 CTSB CTSD EFEMP2 F13A1 F2 FBLN1 FBLN2 FBLN5 FGL2 FMOD HPX HRG IGFBP7 ITIH1 ITIH2 KNG1 LMAN1 LTBP2 MFGE8 MGP MXRA5 NPNT P3H1 P4HA1 PCOLCE PLOD2 PLOD3 PXDN S100A11 S100A13 S100A6 SDC1 SERPINA1 SERPINA3 SERPINF1 SERPING1 SFRP4 SLPI SPON1 THBS1 THBS2 TIMP1 TIMP2 TNC VCAN NABA_MATRISOME_HIGHLY_METASTATIC_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HIGHLY_METASTATIC_BREAST_CANCER ADAM10 ADAM9 AGRN ANGPTL4 C1QA C1QC CCN2 COL22A1 COL24A1 COL4A6 CST3 CTSB CTSC CTSF EFEMP2 EGLN1 F10 F13B HABP2 HCFC2 HTRA1 IGFBP4 ITIH4 LOXL2 LTBP3 MFGE8 P3H3 P4HTM PAPLN PLXNB2 PRG4 S100A10 S100A2 SERPINC1 SERPINE2 SERPINF1 SNED1 SRPX TIMP1 TINAGL1 VWF NABA_MATRISOME_HIGHLY_METASTATIC_BREAST_CANCER_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HIGHLY_METASTATIC_BREAST_CANCER_TUMOR_CELL_DERIVED ADAM10 ADAM9 AGRN ANGPTL4 CCN2 COL22A1 COL24A1 CST3 CTSB CTSC CTSF EFEMP2 EGLN1 HCFC2 HTRA1 IGFBP4 LOXL2 LTBP3 MFGE8 P3H3 P4HTM PRG4 S100A10 S100A2 SERPINE2 SNED1 SRPX TIMP1 TINAGL1 NABA_MATRISOME_HIGHLY_METASTATIC_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HIGHLY_METASTATIC_MELANOMA CILP COL10A1 COL11A2 COL28A1 COL5A1 COL8A1 COL8A2 CSPG4 EMILIN2 EMILIN3 HAPLN1 HMCN1 ITIH1 ITIH2 LAMB2 LOXL4 PXDN SERPINE2 NABA_MATRISOME_HIGHLY_METASTATIC_MELANOMA_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_HIGHLY_METASTATIC_MELANOMA_TUMOR_CELL_DERIVED COL10A1 COL11A2 COL8A1 COL8A2 CSPG4 EMILIN3 HAPLN1 HMCN1 LAMB2 LOXL4 PXDN SERPINE2 NABA_MATRISOME_METASTATIC_COLORECTAL_LIVER_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_METASTATIC_COLORECTAL_LIVER_METASTASIS AGRN ANXA5 BMP1 C1QA C1QB C1QTNF5 COL22A1 COMP EFEMP2 F2 FNDC1 GPC4 HCFC1 HMCN1 HPX HTRA1 IGFALS LOXL2 LTBP2 MUC16 MXRA5 PLOD1 PXDN SERPINB1 SERPINE2 SFTPD SPP1 ST14 THBS2 TIMP1 NABA_MATRISOME_MULTIPLE_MYELOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_MULTIPLE_MYELOMA ANXA1 ANXA2 ANXA6 COL4A5 CTSC CTSD CTSS FGA LGALS1 SERPINA1 NABA_MATRISOME_POORLY_METASTATIC_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_POORLY_METASTATIC_BREAST_CANCER ASPN COL17A1 COL19A1 COL26A1 COL28A1 COL6A6 EMILIN2 FBLN5 FLG2 HMCN1 ITIH3 LAMA2 LUM MMP1 MMP19 NGLY1 OGN PLAT PRELP S100A16 S100A8 THBS2 TIMP3 TNXB VWA1 NABA_MATRISOME_POORLY_METASTATIC_BREAST_CANCER_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_POORLY_METASTATIC_BREAST_CANCER_TUMOR_CELL_DERIVED COL17A1 COL19A1 COL26A1 FBLN5 FLG2 MMP1 MMP19 NGLY1 OGN PLAT S100A16 S100A8 NABA_MATRISOME_POORLY_METASTATIC_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_POORLY_METASTATIC_MELANOMA ADAMTSL1 ANGPTL4 ANXA2 BGN CD109 COL18A1 COL4A4 CTSB ECM1 EFEMP1 F2 FBLN2 HCFC1 HTRA1 ITIH4 LGALS3 LMAN1 LOXL2 LTBP2 LUM NID2 P3H3 P4HA1 PLG PLOD2 PLOD3 S100A13 S100A4 S100A6 SERPINB1 SERPINF1 SERPINF2 SRPX TGFB1 THBS1 THSD4 TNN VWA1 NABA_MATRISOME_POORLY_METASTATIC_MELANOMA_TUMOR_CELL_DERIVED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_POORLY_METASTATIC_MELANOMA_TUMOR_CELL_DERIVED ADAMTSL1 ANGPTL4 ANXA2 BGN CD109 COL18A1 COL4A4 CTSB ECM1 HCFC1 HTRA1 LGALS3 LMAN1 LOXL2 P3H3 P4HA1 PLOD2 PLOD3 S100A13 S100A4 S100A6 SERPINB1 SERPINF1 SRPX TGFB1 THSD4 NABA_MATRISOME_PRIMARY_METASTATIC_COLORECTAL_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_MATRISOME_PRIMARY_METASTATIC_COLORECTAL_TUMOR ADAM10 ADAM9 ADAMTSL1 AGRN ANXA5 C1QA C1QB CLEC11A COL22A1 CSPG4 EFEMP2 EMID1 F2 FCN1 FGL2 FMOD GPC4 HCFC1 HMCN1 HTRA1 INTS14 LEFTY1 LOXL1 LOXL2 LTBP2 MEGF8 MFGE8 MMP1 MMP11 MMP12 MMP2 MMP9 MMRN1 MMRN2 MUC13 MUC16 MXRA5 P3H1 PAPLN PLOD1 PLOD2 PLOD3 PLXNB2 PLXND1 PXDN S100A11 S100A14 S100A16 SERPINA3 SERPINB1 SERPINE2 SERPINF1 SFTPD SPARC ST14 SVEP1 TGFB1 THBS2 TIMP1 NABA_PROTEOGLYCANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_PROTEOGLYCANS ACAN ASPN BCAN BGN CHAD CHADL DCN EPYC ESM1 FMOD HAPLN1 HAPLN2 HAPLN3 HAPLN4 HSPG2 IMPG1 IMPG2 KERA LUM NCAN NYX OGN OMD OPTC PODN PODNL1 PRELP PRG2 PRG3 PRG4 SPOCK1 SPOCK2 SPOCK3 SRGN VCAN NABA_SECRETED_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NABA_SECRETED_FACTORS AMH ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL3 ANGPTL4 ANGPTL5 ANGPTL6 ANGPTL7 AREG ARTN BDNF BMP10 BMP15 BMP2 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BRINP2 BRINP3 BTC C1QTNF9B CBLN1 CBLN2 CBLN3 CBLN4 CCBE1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CFC1 CFC1B CHRD CHRDL1 CHRDL2 CLCF1 CNTF CRHBP CRIPTO CRLF1 CRLF3 CRNN CSF1 CSF2 CSF3 CSH1 CSH2 CSHL1 CTF1 CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 DHH EBI3 EDA EGF EGFL6 EGFL7 EGFL8 EPGN EPO EREG FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FLG FLG2 FLT3LG FRZB FST FSTL1 FSTL3 GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GDNF GH1 GH2 HBEGF HCFC1 HCFC2 HGF HGFAC HHIP HRNR IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNG IFNK IFNW1 IGF1 IGF2 IHH IL10 IL11 IL12A IL12B IL13 IL15 IL16 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL22 IL23A IL24 IL25 IL26 IL3 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 INHA INHBA INHBB INHBC INHBE INS INS-IGF2 INSL3 INSL5 INSL6 ISM1 ISM2 KITLG LEFTY1 LEFTY2 LEP LIF LTA LTB MDK MEGF10 MEGF11 MEGF6 MEGF8 MEGF9 MST1 MST1L MSTN NGF NODAL NRG1 NRG2 NRG3 NRG4 NRTN NTF3 NTF4 OSM PDGFA PDGFB PDGFC PDGFD PF4 PF4V1 PGF PIK3IP1 PPBP PRL PSPN PTN RPTN S100A1 S100A10 S100A11 S100A12 S100A13 S100A14 S100A16 S100A2 S100A3 S100A4 S100A5 S100A6 S100A7 S100A7A S100A7L2 S100A8 S100A9 S100B S100G S100P S100Z SCUBE1 SCUBE2 SCUBE3 SFRP1 SFRP2 SFRP4 SFRP5 SHH TCHH TCHHL1 TGFA TGFB1 TGFB2 TGFB3 THPO TNF TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TPO VEGFA VEGFB VEGFC VEGFD VWC2 VWC2L WFIKKN1 WFIKKN2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 ZFP91 NADELLA_PRKAR1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADELLA_PRKAR1A_TARGETS_DN ACTA2 CDH2 ETS1 HMGA2 LEF1 SNAI2 TWIST2 NADELLA_PRKAR1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADELLA_PRKAR1A_TARGETS_UP CDH1 CDH3 CDH4 HNRNPAB SNAI1 SNAI3 TJP1 TRIM28 TWIST1 NADERI_BREAST_CANCER_PROGNOSIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADERI_BREAST_CANCER_PROGNOSIS_DN ANXA5 C1S CEBPD CLDN1 CLK4 DCN FBLN1 IFT81 MCEE NANOG OMD REXO2 SHOX2 SMOC2 SPARCL1 SSR2 TGFBR3 TXNIP NADERI_BREAST_CANCER_PROGNOSIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADERI_BREAST_CANCER_PROGNOSIS_UP AMH AQP5 ASPM ATP2C2 BAALC BUB1 CARTPT CDCA5 CDCA8 CENPN CEP55 CSAG2 CTPS1 DSCC1 EBP EXO1 FA2H FADD GSE1 HSPA14 IL20RB KIF20A KLRG2 MELK MLLT1 MTFR2 MYBL2 NDC80 PDX1 PMCH POLD1 PRAME PSMD14 PSMD2 PTTG1 RACGAP1 RASIP1 RNASE9 RNFT2 SCLT1 SEMA4C SHMT2 SMARCA4 SOX11 SPAG5 TIMELESS TMEM208 TNNC2 TRIM24 UBE2T UHRF1 NADLER_HYPERGLYCEMIA_AT_OBESITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADLER_HYPERGLYCEMIA_AT_OBESITY ACADL ACP5 ACYP2 ADRB3 AKR1C4 ALDH7A1 BACH1 BTG3 CACNA1S CCT4 CISH CLTB CRELD2 CSF2RB DHPS DLX5 DNAJB12 DVL3 DYNLT1 FCGR2B FLT3 FOXD1 FYN GAP43 GTF2H1 GUCA2A HPS1 HPS4 HR MKRN2 MRPS18B NDUFB3 NPTX1 OGG1 PABPN1 PDE1B POLR1E POLR2H PPP1R2 PTPN18 RENBP RNASEH2A RPS27 RRAS2 SELENOW SERPINA1 SERPINE1 SERPINH1 SNRPB SORBS3 SUB1 TUBB4B TUBGCP3 TUBGCP4 UBE2E3 UTP4 VAV1 VPS26C WNT1 NADLER_OBESITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADLER_OBESITY_DN ACLY ADRB3 AGT ALDH2 ALDOA APOE ASNS ATP5ME B2M BCAT2 CDKN2C CFB CFD COX8A CYC1 CYP2E1 DBI DDT ECHS1 EEF1A1 FABP4 FDFT1 FMO1 GBE1 GNAI1 GNG11 GPD2 HBB HP LDHB MCCC1 MYLK NNAT PC PCK1 PPA1 PYGB RASD1 RBMS2 RBP4 SCD SDHB SOD1 SREBF1 THRSP TSHR UBB UCK1 UQCRC2 NADLER_OBESITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NADLER_OBESITY_UP ALOX5AP ATP6V1C1 BASP1 BGN C1QB CAPG CCL15 CD53 CD68 CFL1 CKB COL1A1 CRYAB CSF1R CSTB CTSA CTSB CTSD CTSK CTSS CTSV CTSZ DAD1 DUSP1 DYNLT1 FBLN2 FCER1G FCGR2A FLNA FXYD5 GRN HCLS1 IFI27 LAPTM5 LBP LEP LGALS3 LGMN LRP1 MFGE8 MIF MRC1 MT2A NEDD8 PEA15 PFN1 PIK3R2 PITPNA PLD3 PLIN2 PLTP POSTN PSAP SEC13 SELPLG SERPINF1 TLN1 TPD52 TPM4 UCP2 NAGASHIMA_EGF_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGASHIMA_EGF_SIGNALING_UP AEN ARC AREG ATF3 BCL10 BHLHE40 CCN1 CCN2 DLX2 DNAJB1 DUSP1 DUSP2 DUSP5 EDN1 EGR1 EGR3 EGR4 EPHA2 ETS2 F2RL1 FOS FOSB FOSL1 GEM HBEGF HES1 ID1 ID3 IER2 IER3 JUN JUNB KBTBD2 KDM6B KLF10 KLF6 LIF MAFF MCL1 MIR22HG MYC NAB2 NAP1L1 NEDD9 NR4A1 NR4A2 NR4A3 PLEKHO2 RYBP SIK1 SOWAHC SPRED2 TIPARP TNFRSF11B TNFRSF12A TRIB1 ZFP36 NAGASHIMA_NRG1_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGASHIMA_NRG1_SIGNALING_DN AKAP9 APC ARL14 B3GNT2 CD44 CDC14A CROCCP2 DDIT4 DMXL2 ETAA1 F3 FAM200C FRAT2 FUT9 GALK2 GPLD1 GPR87 H2AC7 HMGCS1 ID2 MAFB MARF1 MBD4 MIA2 MPZL2 N4BP2L2 NUMA1 OSR2 PCDHGA8 PDS5B PGAP1 PIP5K1A PLG PPP1R3C PPP1R3D PTHLH RALGPS2 RBM15 RYBP SMYD2 SOCS2 SOX2 TCHH THBS1 TIA1 TSC22D2 TTLL5 VDAC1P8 ZKSCAN4 ZNF222 ZNF248 ZNF287 ZNF292 ZNF362 ZNF514 NAGASHIMA_NRG1_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGASHIMA_NRG1_SIGNALING_UP ADM AEN AKIRIN1 ALOXE3 AQP3 ARC AREG ARG2 ARPC5L ATF3 ATG101 AVPI1 BCL10 BHLHE40 C3orf52 CAMK2G CASP9 CCN1 CCN2 CCNL1 CDC42EP3 CEBPB CGA CLCF1 CLDN4 CSNK1D CTH CXCR4 CYP24A1 DDIT3 DLX2 DNAJB1 DST DUSP1 DUSP10 DUSP2 DUSP4 DUSP5 DUSP8 EDN1 EGLN3 EGR1 EGR3 EGR4 EIF5 EPHA2 EPPK1 ETS2 EZR F2RL1 FBXL12 FBXO41 FERMT2 FHL2 FLRT3 FOS FOSB FOSL1 FUT4 GADD45A GADD45B GAL GATA2 GATA6 GDF15 GEM GTPBP4 HBEGF HERC4 HES1 HIC2 HILPDA HOMER1 ID1 ID3 IER2 IER3 IER5 IFRD1 IL6R INPP1 IRS2 ISG20 ITPKC JMJD6 JOSD1 JUN JUNB KBTBD2 KDM6B KLF10 KLF2 KLF6 LAMA3 LAMC2 LDLR LIF LRRC15 LYPD3 MAFF MAP2K3 MAP3K14 MAP3K8 MCL1 MIR22HG MYC NAB2 NAP1L1 NDEL1 NEDD9 NFIL3 NPC1 NR4A1 NR4A2 NR4A3 PALLD PCF11 PDLIM5 PER1 PER2 PFKFB3 PHLDA2 PLAUR PLEKHO2 PMAIP1 PPP1R15A PPRC1 PSME4 PWP2 RARA REL RGS2 SEMA3B SERPINB8 SERTAD3 SFN SGK1 SIK1 SLCO4A1 SNAI2 SOCS1 SOWAHC SPATA2L SPHK1 SPRED2 SPRR1B SRF STK24 TES TGFB2 TIPARP TNFRSF10B TNFRSF11B TNFRSF12A TNFRSF21 TOB2 TOP1 TRA2B TRIB1 TUBB2A TUBB6 TUFT1 USP36 VCL VEGFA WEE1 YRDC ZFAND5 ZFP36 ZNF331 ZNF365 ZYX NAGY_PCAF_COMPONENTS_HUMAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGY_PCAF_COMPONENTS_HUMAN KAT2B SUPT3H TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 TRRAP NAGY_STAGA_COMPONENTS_HUMAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGY_STAGA_COMPONENTS_HUMAN ATXN7 KAT2A SAP130 SUPT3H SUPT7L TADA1 TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 TRRAP NAGY_TFTC_COMPONENTS_HUMAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAGY_TFTC_COMPONENTS_HUMAN ADA ATXN7 KAT2A SAP130 SGF29 SUPT3H SUPT7L TADA3 TAF10 TAF12 TAF2 TAF4 TAF5 TAF5L TAF6 TAF6L TAF9 TRRAP NAISHIRO_CTNNB1_TARGETS_WITH_LEF1_MOTIF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAISHIRO_CTNNB1_TARGETS_WITH_LEF1_MOTIF CADM1 CLU HAPLN1 IGFBP2 ITGA6 SFRP4 SGK1 TNC NAKAJIMA_EOSINOPHIL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAJIMA_EOSINOPHIL ADGRE1 ALOX15 CAMK1 CCL3 CCL4 CCR3 CFD CLC CNR2 CREM HES1 IDO1 IL5RA MARCKSL1 OLIG2 P2RY10 P2RY14 PNPLA6 PTGDR2 RNASE2 S100P SLC29A1 SMAD7 SYNE1 TFF3 NAKAJIMA_MAST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAJIMA_MAST_CELL ALAS1 BRCA1 BTK CALB2 CAPG CAVIN1 CCL2 CLEC3B CLU CMA1 CTSG CYP1B1 DUSP14 ENO2 ENPP2 FCER1A GATA2 GDF15 GPNMB HDC HPGD HPGDS HSP90AB1 KIT LGALS3 LTC4S MAOB MS4A2 MT1A MT1E MT1F MT1H MT3 PEBP1 PHLDA2 PLAT PRDX1 PRG2 RGS10 SIGLEC6 TIMP1 TPSAB1 TRIB2 TSPAN4 VAT1 VWA5A NAKAMURA_ADIPOGENESIS_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ADIPOGENESIS_EARLY_DN ABI3BP ACTG2 CALD1 CCN1 COL15A1 COL9A3 EDIL3 EPOR GDF15 GLIPR1 HAPLN1 HCK IER2 ITGA3 ITGAV LOX LRP3 MYH11 NT5E PDE6D POSTN PRSS23 RAI14 RGS4 SERPINE1 SERPINE2 SRPK2 STK38L THBS2 TIMP3 TMEM47 TNFRSF11B TPM1 VCAM1 ZNF133 NAKAMURA_ADIPOGENESIS_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ADIPOGENESIS_EARLY_UP ABCA1 ABL1 ACVR2A CCRL2 CEBPD CHMP1B COL6A3 COL8A1 CTNNB1 CYBRD1 DKK1 E2F4 ELK3 FAM174C FOXO1 FYN GADD45B GAS1 GASK1B GM2A HACD3 IL1R1 IL22RA1 INSIG1 IRS2 LHFPL6 LIFR MRPS6 MT1B MT1E MT1F MT1G MT1H MT1L MT1M MYADM MYC NFE2 NFIL3 NID1 NPTXR OXR1 P3H2 PDE10A PDE4D PDE6H PHKG1 PIK3R1 PLIN2 PPP1CA PRSS23-AS1 S1PR3 SIK2 SMARCD2 SMIM3 SNAI2 SOD2 SST TGFBR3 USP4 USP53 WASF3 ZFP36 NAKAMURA_ADIPOGENESIS_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ADIPOGENESIS_LATE_DN ABI3BP ACTG2 AIMP1 CALD1 CCN1 COL15A1 COL9A3 CXCL12 DKK3 EDIL3 EPOR GDF15 GLIPR1 HAPLN1 HCK IER2 ITGA3 ITGAV LOX LRP3 MYH11 NT5E PDE6D POSTN RAI14 SERPINE1 SERPINE2 SLC7A5 SMAD3 SRPK2 THBS2 TIMP3 TMEM47 TPM1 ZNF133 NAKAMURA_ADIPOGENESIS_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ADIPOGENESIS_LATE_UP ABCA1 ABL1 ACACA ACACB ACSF2 ACSL5 ACVR2A AKAP10 ATF3 BLOC1S1 CCDC50 CCNG1 CCRL2 CD36 CDH13 CDKN2C CEBPD CHCHD3 CIDECP1 CKS2 COL11A1 COL6A3 CTNNB1 CYBRD1 E2F4 EFNA1 EFTUD2 ELK3 FABP4 FAM174C FASN FOXO1 G0S2 GAS6 GCC2 GLT8D2 GM2A HACD3 HMGCS1 IGF2 IGF2R IL22RA1 INSIG1 IRF9 IRS2 LIPE LPIN1 MAPK1 MAPK6 MGMT MGP MMD MRPS6 MYADM MYB MYC NFIL3 NID1 NOVA1 NPTXR OXR1 P3H2 PDE10A PHKG1 PLIN2 PLK3 PPARG PPP1CA PPP1CC PPP2R5A PRKAR2B PRSS23-AS1 PTPRA PUS7L RAB31 RAB5A S1PR3 SCD SERPINB9 SIK2 SLC27A4 SMARCD2 SMIM3 SMPD1 STAT5B STOM STX3 SUMO1 TGFB1 TGFB2 TGFBR3 TMEM119 TNFRSF21 TPR USP4 XYLT1 YAE1 ZNF24 NAKAMURA_ALVEOLAR_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_ALVEOLAR_EPITHELIUM CFD CLDN5 HIGD1B RARRES2 RFTN1 NAKAMURA_BRONCHIAL_AND_BRONCHIOLAR_EPITHELIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_BRONCHIAL_AND_BRONCHIOLAR_EPITHELIA CHD9NB DNAAF1 DNAI2 DRC3 FABP6 IQCG SCGB1A1 NAKAMURA_CANCER_MICROENVIRONMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_CANCER_MICROENVIRONMENT_DN AGPS ARTN ASNS AURKA BCAT1 BPNT2 BUB1 CARS1 CCNB2 CDC20 CDC6 CDCA2 COTL1 CTH DHFR DHRS3 FAM83D FANCI HOMER2 IARS1 KIF2C KLHL5 KNSTRN LSM4 MARS1 NDC1 NDUFA9 PA2G4 PSAT1 PSMG1 PSPH PTTG3P RFC4 RFC5 RIPK2 SHROOM3 SLC30A5 SLC7A11 SPAG5 SYNCRIP TARS1 TCP1 TNS3 TRIP13 TXNRD1 USP39 NAKAMURA_CANCER_MICROENVIRONMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_CANCER_MICROENVIRONMENT_UP APOE CELA2B CELA3A CELA3B COL1A1 COL1A2 COL3A1 CPB1 CTF1 CTRB2 ENPP1 GPIHBP1 H19 HBA1 INS KIAA1217 LAMP5 LRRC28 NDUFA6-DT PARP6 POSTN PRSS2 PRSS3 RET RHOB SEMA4C SOX9 TRAV27 ZBTB20 NAKAMURA_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_LUNG_CANCER ATP10B AURKA COL11A1 MCM6 SCG5 TFPI2 TM4SF4 TOP2A XAGE1A NAKAMURA_LUNG_CANCER_DIFFERENTIATION_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_LUNG_CANCER_DIFFERENTIATION_MARKERS CLDN5 DNAAF1 DNAI2 DRC3 FABP6 HIGD1B IQCG MUC4 RARRES2 SCGB1A1 SFTPA2 SFTPB SFTPC NAKAMURA_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_METASTASIS ACD AKAP13 AXL BLVRA C10orf95-AS1 CCDC97 CMTM3 DDX24 DESI2 DUSP3 ETV1 FKBP10 FOSL1 GGA2 GLUL HCLS1 HPDL HS3ST1 KRT13 LAPTM5 MEPCE MRPS6 NKX3-1 NRN1 NTRK2 PABPC4L PADI3 PCDH8 PDE10A PDK3 PGK1 PLEKHG4 PRKCB SCRN1 SDCCAG8 SF3B3 SLC12A2 SLC16A3 SMYD3 SOSTDC1 SPMIP4 STX4 TMX4 TOR4A TUBB2A TUBB6 XCL1 NAKAMURA_METASTASIS_MODEL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_METASTASIS_MODEL_DN ACER3 AK4 ALDOC AQP3 C3 CALCA CAST CD44 DDB2 EHBP1L1 ENKD1 EOMES FABP5 FAM83A FGFBP1 GLI3 IRX3 LDLR MUC2 NTSR1 OSBP2 P3H2 PID1 PLAT PLEK2 PMP22 POLM PTHLH PTPRZ1 RAC2 RRAGD RUNX2 SEMA4B SERPINB1 SFXN3 SLCO4A1 SNCAIP TFPI TGFB1I1 TMEM120A TMEM167B-DT TTC8 UGCG WIPI2 NAKAMURA_METASTASIS_MODEL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_METASTASIS_MODEL_UP ACD ADCY3 AKAP13 BLVRA C10orf95-AS1 CMTM3 COL17A1 DDX24 DPCD DUSP3 DUSP5 DYNLL2 FKBP10 FOLH1 FOSL1 FRMD8 GGA2 GJB3 GRK5 HCLS1 HIRIP3 HOXB7 HPDL HS3ST1 HTRA2 KRT13 LAPTM5 LINC02114 MALL MEPCE NECTIN3-AS1 NOB1 NTRK2 PABPC4L PADI3 PDE10A PDK3 PGK1 SLC16A3 STX4 TOLLIP TOR4A TUBB2A TUBB6 TYRO3 NAKAMURA_TUMOR_ZONE_PERIPHERAL_VS_CENTRAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_TUMOR_ZONE_PERIPHERAL_VS_CENTRAL_DN ABCB7 ABCC3 ABHD17C ABHD18 ABHD6 ABI1 ACAD11 ACKR3 ACOX1 ACYP2 ADAM17 ADARB1 ADD3 ADH4 ADM ADSS1 AFAP1 AGRN AHNAK2 AHR AHSA2P AK3 ANAPC16 ANK3 ANKHD1 ANKRD13C-DT ANKRD37 ANKRD9 ANP32A APCDD1 AQP3 ARFGAP3 ARG2 ARHGAP45 ARHGEF7 ARID1B ARID5B ARL17A ARNT2 ARRDC3 ASPH ASS1 ASXL1 ATG14 ATG2A ATP8B1 AUH AZI2 B4GALT5 BACE2 BACH1 BAG1 BAMBI BCL11A BCL2L11 BCL3 BCL6 BCR BIRC3 BMERB1 BNIP3 BNIP3L BPTF BTBD1 BTBD3 BTF3P13 BZW1 C11orf54 C11orf96 C1RL C1S C2orf68 C3 C4orf3 CA9 CACHD1 CACNA2D1 CALB1 CALM2 CAMKK2 CARD6 CAST CAT CBX4 CCDC18-AS1 CCL20 CCNG1 CCNG2 CCNL2 CCNT2 CCNY CDH1 CEBPB CEBPD CEMIP CEP57 CFH CFI CGA CHI3L1 CHMP3 CHMP4B CHRAC1 CHST15 CHST2 CITED2 CLDN10 CLEC2B CLK1 CLK4 CNOT8 COL27A1 COL4A5 COL6A1 COMMD6 COPZ1 COSMOC CP CPD CPE CPS1 CPT1B CREB3L2 CREG1 CROT CSNK1D CTBP2 CTSH CXADR CXCL16 CXCL5 CYBRD1 CYP24A1 CYP4X1 D2HGDH DCAF10 DELE1 DENND10P1 DENND4C DHRS13 DMD DNAJB1 DNAJC4 DNAJC5 DOK1 DPYD DRAM2 DUSP1 DUXAP10 EBF4 EBLN3P EEF1A1 EEF1AKMT3 EGLN1 EGLN3 EHF EIF3LP3 EIF4A1 ELF3 ENO2 ENOSF1 ENSA EP300 EPM2AIP1 ERCC6L2 EREG ERMP1 ERO1A ESYT2 ETFRF1 ETS2 EVA1C FA2H FABP5 FAM110C FAM118A FAM13A FAM153A FAM222B FAM234A FAM83A FAT2 FBXL3 FBXO9 FGF7 FGFR3 FKBP1A FNBP1 FNDC3A FNDC3B FNTA FOS FOSL2 FOXC1 FOXN3 FTH1 FTX FUCA1 FYCO1 FZD10 GABPB1-AS1 GABPB1-IT1 GALC GAREM1 GART GAS1 GATAD1 GCNT3 GJB2 GLIDR GLRX GLUL GLYR1 GMDS GNA15 GOLGA6L9 GOLGA8A GOLGA8G GOLGA8N GPCPD1 GRAMD1C GRHL1 GTF2I GUSB GUSBP14 GYS1 H19 H2AC18 H2AC25 H2AC6 H2BC5 H3C6 HAS3 HBP1 HERC2P1 HERPUD1 HEY1 HIBADH HK2 HLA-B HLA-E HLA-F HLA-G HNMT HNRNPA2B1 HNRNPL HNRNPU HP HSD17B11 HSPA5 HSPA6 HSPD1 IFIT5 IFITM1 IGBP1 IGFBP1 IGFBP3 IGFBP5 IGSF3 IKBIP IKBKB IL1R1 IL1RL1 IL20RB IL33 IL6 INSR IQSEC2 IRX3 ITGA2 ITGB8 ITM2B JAG2 JUNB KCNJ12 KCNK3 KDELR2 KDELR3 KDM3A KDM4B KDM5B KIZ KLF11 KLF13 KLF5 KLHL28 KMT5B KRT13 KRT15 KRT23 KRTCAP2 KSR1 LAMP2 LCN2 LEPROT LETMD1 LINC00470 LINC00667 LINC01134 LINC01667 LINC02889 LINC02893 LITAF LMO2 LONP2 LOX LOXL2 LPAR3 LPAR6 LRATD1 LRG1 LRIG1 LRRC37A2 LSP1P5 LTA4H LUM LXN LYZL4 MACF1 MALAT1 MAN1B1-DT MAOA MAP3K13 MARCHF6 MARF1 MAVS MCEE MED28 MEGF6 MESD MFSD1 MIDN MIR210 MKNK2 MKRN1 MMP24OS MOB3A MRPL10 MT-ND4 MUC1 MUC4 MUC5B MXI1 MYSM1 MZF1 N4BP2L2 NAB2 NABP1 NAMPT NATD1 NAXD NBR1 NCK1 NCKAP1 NCOA7 NDRG1 NDUFAF7 NEAT1 NELL2 NFATC2IP NFIL3 NISCH NKIRAS2 NMRK1 NOTCH2NLA NPHP3 NPTX1 NR4A2 NRARP NRN1 NRP2 NUDCD2 NUFIP2 NXPH4 OAS1 OBSL1 ORAI3 OSBPL2 OTUD1 P4HA1 P4HB PABPC4 PAG1 PAM PAPSS2 PARP6 PCBP1-AS1 PCDH7 PCDHB10 PCDHB14 PCMTD1 PCSK1 PCSK6 PDCD4 PDE10A PDE3A PDE4B PDE4D PDE8A PDK1 PGK1 PGM1 PGM2 PHAX PHF3 PHKB PI3 PIAS2 PIGV PIK3R3 PILRB PKM PLAG1 PLAGL1 PLAT PLIN2 PLOD2 PLXNB2 PNN PNPLA8 PNRC1 PODNL1 POM121 PON3 PPARA PRAG1 PRKAR1A PSPH PTEN PTGS2 PTP4A1 RAB11A RAB24 RAB27B RAB30 RAB31 RAB3D RAB40B RAB40C RAB43 RAB4A RAB9A RAC2 RALGAPA2 RALGDS RARRES1 RASSF8-AS1 RB1CC1 RBL2 RBM38 RBPJ RCOR3 RERE RERG REV1 RGCC RGL2 RHOBTB3 RHOV RNF114 RNF125 RNF135 RNF187 ROBO1 RORA RPL10 RPL10P2 RPL13 RPL15 RPL22 RPL28 RPL31 RPL37 RPS4XP9 RRAGA RRAGD RSL1D1 RXRA RYBP S100A8 S100A9 S100P SAMD8 SATB1 SAV1 SDC1 SEC16A SEC24D SEC31A SELENOP SEMA4B SEMA6A SERPINB1 SERPINB3 SERPINB4 SERTAD2 SEZ6L2 SFPQ SGPP2 SGSM2 SH3BGRL SH3BGRL3 SH3YL1 SHC1 SHMT2 SIAE SLC16A14 SLC1A1 SLC22A23 SLC24A3 SLC25A36 SLC2A10 SLC2A3 SLC33A1 SLC35E1 SLC46A3 SLC5A3 SLC6A14 SLC6A6 SLC6A8 SLC7A2 SLCO1B3 SLCO4A1 SLF1 SLFN5 SLPI SMIM14 SNCAIP SNHG16 SNHG7 SNHG8 SNN SOCS3 SOD2 SORL1 SPG11 SPINK13 SPOCK1 SPP1 SPTBN1 SPTSSA SRGN SRSF5 SRSF6 SSR1 ST6GALNAC2 STAT6 STC1 STC2 STEAP4 STX4 STX5 SYNE2 SYT12 SYT17 SYT8 SYTL1 TALAM1 TAPBP TBL1X TC2N TCFL5 TEFM TEKT4P2 TESC TFPI TIA1 TIMMDC1 TIMP1 TLE5 TMC4 TMC5 TMEM165 TMEM178B TMEM245 TMEM276 TMEM45A TMEM47 TMPRSS4 TMUB2 TNFAIP2 TNFRSF10D TNFSF10 TNFSF15 TNS1 TOMM20 TOX4 TPBG TRIB1 TRIM29 TRIM56 TRIP11 TRPT1 TSKU TSPAN1 TTC28 TTC3 TTC31 TUG1 TUSC3 TXNIP UBE2D3 UGCG UGP2 UNC5B USO1 UVSSA VEGFA VLDLR WASF2 WDR11 WDR37 WDR72 WFDC2 WIPF2 WSB1 XDH XIAP YPEL5 YY1 ZBTB20 ZBTB33 ZBTB7A ZDHHC4 ZFAND2A ZG16B ZHX2 ZMIZ1 ZMPSTE24-DT ZMYND8 ZNF131 ZNF207 ZNF226 ZNF24 ZNF292 ZNF33A ZNF395 ZNF44 ZNF451 ZNF493 ZNF496 ZNF512B ZNF580 ZNF587 ZNF680 ZNF703 ZNF91 ZRANB2 NAKAMURA_TUMOR_ZONE_PERIPHERAL_VS_CENTRAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAMURA_TUMOR_ZONE_PERIPHERAL_VS_CENTRAL_UP AATF ABCC10 ABHD2 ACOT7 ACOT9 ADAM19 ADAMTS1 AKAP12 AMIGO2 AMY1A ANAPC11 ANAPC15 ANKRD39 ANO1 ANXA3 APOBEC3B ARAP3 ARHGEF18 ATG3 ATP5ME ATP6V0D2 AURKAIP1 AXL BACE1 BDNF BIRC5 BOP1 C9orf85 CALD1 CAV1 CAV2 CCDC80 CCDC85C CCNB2 CCT2 CDH11 CDK1 CENPM CENPU CENPV CENPW CENPX CEP55 CFAP91 CHAC2 CLN8 CMTM3 CMTM7 COL12A1 COL1A2 COL3A1 COL4A1 COPRS COX17 CRIM1 CSN2 CTNNAL1 CTPS1 CXXC5 CYGB CYP2B6 DAAM1 DCTN5 DCTPP1 DEFB106A DERL1 DIAPH3 DKC1 DKK3 DONSON DPH3 DTYMK EBNA1BP2 EFEMP1 EIF2S1 EIF5 EMP1 ETS1 EZR F2RL1 F3 FBLIM1 FBXO44 FERMT1 FGF13 FH FLI1 FN1 FST G3BP2 GDF11 GEMIN6 GINS2 GLIPR1 GLRX2 GPATCH4 GPM6B GPR39 GPX2 HACD3 HECTD1 HLA-DRB1 HMGA2 HMMR HNRNPAB HOXB9 HSP90AA1 HSPE1 IDE IFFO2 IGFL1 IKBKG IL7R INF2 INHBA INVS IRAK1 ITGB5 ITGB6 ITGBL1 KIF4A KIFC3 KLF7 KNSTRN KPNA2 KRAS KRT7 LAMA3 LAMA4 LAMC2 LATS2 LIMS1 LINC00460 LINC00957 LINC01243 LINP1 LRP4 LRP8 LRRC8A LSM10 LTBP1 LY6K MAP1B MCF2 MCM5 ME1 MED27 MFAP5 MGST1 MICALL1 MICOS10 MIX23 MLLT11 MMP2 MRPL19 MRPL22 MRPL42 MRPL47 MRPL48 MTX1 MYCBP MYEOV MYH9 N4BP2 NAA15 NAA25 NCAM1 NCAPG NDUFAF8 NDUFS6 NDUFS7 NET1 NEURL1B NFATC2 NIBAN1 NICOL1 NID2 NME1 NOP2 NPHP1 NPLOC4 NUDT5 OCIAD2 OGFOD1 PA2G4P2 PALLD PBK PDF PEA15 PELP1 PGLYRP4 PGM2L1 PGP PHB1 PHF19 PHGDH PIGW PIR PMEPA1 PNP PODXL POLE2 POMP POP7 POTEKP PRSS23 PSMA1 PSMA3 PSMA4 PSMA6 PSMB2 PSMB4 PSMC1 PSMC2 PSMC3IP PSMD1 PSMD11 PSMD12 PSMD14 PSMD2 PSME2 PSME3 PTPRK PTTG3P PUF60 PUS1 QKI RAB5IF RABEPK RACGAP1 RAD51C RFC4 RND3 RPA3 RRM2 SCHIP1 SHCBP1 SLC16A1-AS1 SLC35F2 SMIM12 SOX4 SRXN1 STAG1 STK17A STUB1 STX10 SUGT1 SYNCRIP TACC1 TCF4 TFB1M TFPI2 TGFBI THBS1 TIPIN TK1 TMA7 TMPO TNPO1 TNS4 TPM1 TPRKB TRAPPC4 TRIP13 TTL TUBA1A TUBA1B TUBA1C TUBA4A TUBA4B TUBB2A TUBB4B TUBG1 TUFT1 UBE2D2 UBE2L3 UBE2N UBE2NL UROD USP6 VCAN VCL VSNL1 ZBED2 NAKAYAMA_FRA2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_FRA2_TARGETS BCL6 CDK2AP1 CHN1 CKAP2 CLEC2B CREBRF CTTN DBP DNAJB1 DUSP10 DUSP4 EIF4G3 F2R FBXO32 GPR18 GPRIN3 HSPA1B ING3 KLHDC7B KLHL24 LGMN LGR4 MDM2 MKRN1 MT1F MT1H MT2A MYB NR1D2 RBM33 RGS2 SDCBPP2 SGK1 SLC20A1 SLC30A1 SOX4 SPSB3 SQSTM1 TAGAP TFPI WIPF1 YTHDF3 ZFAND5 ZMAT3 NAKAYAMA_SOFT_TISSUE_TUMORS_PCA1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_SOFT_TISSUE_TUMORS_PCA1_DN ACACB ADGRA3 ADGRL1 ADIPOQ ALDH5A1 APBA2 B3GAT1 CACNA1G CAP2 CAPN6 CITED1 COL2A1 COL4A5 COL9A3 CRABP1 CRLF1 CTAG1B CUX2 DLK1 ECHDC3 EDN3 EFNB3 EMX2 EPB41L4B EPHX2 FGF18 FGFR2 FGFR3 GP1BB GPC4 GPD1 GPM6B HIP1R HSD11B2 IGFBP2 ISYNA1 ITIH5 ITM2C KBTBD11 LHX2 LPL LRRN2 MAGEA9 MAGED4B MDFI NDN NEFH NELL1 NFIB NNAT NPTX2 NTRK2 OLFM1 PEG10 PEG3 PPP1R1A PRAME RAC3 RBP4 RET RHOD RIMBP2 RIPK4 SEMA6A SEZ6L2 SFRP1 SHANK2 SIM1 SIX1 SOX11 TAC1 TLE1 TLE2 TOX3 TRO WIF1 ZDHHC11 NAKAYAMA_SOFT_TISSUE_TUMORS_PCA1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_SOFT_TISSUE_TUMORS_PCA1_UP AIF1 APOL1 ARHGAP15 BIN2 C1QA C1QB C1S C3 CCL13 CCL2 CCL5 CCN5 CD14 CD163 CD44 CD52 CFB CFH CSF1R CTSC CXCL10 CXCL9 DCN DOCK2 ECM1 EFEMP1 F13A1 FAP FCGR1A FCGR2A FCGR2B FCGR3A FHL2 GABBR1 GPNMB GZMA GZMK HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB4 HSPA6 IFI30 IFI44L IGHA1 IGHG1 IGKC IGKV1D-39 IGLC2 IL4R ISG20 ITGAM ITGBL1 KYNU LILRB1 LUM LY96 LYZ MME MRC1 MS4A4A NCF4 NCKAP1L NNMT PLTP S100A4 S100A6 SERPINA1 SERPINE1 SIGLEC1 SLA SLAMF8 SLC15A3 SRPX2 THBS1 THBS2 TIMP1 TMEM176B TNFAIP6 TRAC TRBC2 VSIG4 NAKAYAMA_SOFT_TISSUE_TUMORS_PCA2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_SOFT_TISSUE_TUMORS_PCA2_DN ABCA8 ABCC6 ACACB ACKR1 ADH1B ADH1C ADIPOQ ADIRF AGT AKR1C1 AKR1C3 ANGPT1 ANGPTL4 AOC3 APOD AQP7 ASPA ATP1A2 BST2 C1orf115 CA4 CASQ2 CCL14 CD36 CEBPA CES1 CETP CFD CHRDL1 CLDN5 CLEC3B CTAG1B DUSP4 FABP4 FAM149A FOSB FZD4 G0S2 GPC3 GPD1 GPX3 GYG2 IFI44L IGF1 IGHA1 IGHG1 IGKC IGLC2 ITIH5 LIPE LMOD1 LPL MAOA MAOB MEST MTARC1 NPR1 NPY1R NTRK2 P3H2 PALMD PCK1 PDK4 PLA2G2A PLAAT3 PLIN1 PPARG PPP1R1A PPP2R1B PTGER3 PTX3 RAPGEF3 RBP4 SELENBP1 SEMA3G SFRP1 SLC24A3 SLC7A10 SVEP1 TAC1 TFPI2 TIMP4 TMT1A TNMD VIPR1 NAKAYAMA_SOFT_TISSUE_TUMORS_PCA2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAKAYAMA_SOFT_TISSUE_TUMORS_PCA2_UP AHNAK2 APLP1 ASPM BIRC5 BUB1 CCN4 CCNA2 CCNB1 CCNB2 CDC20 CDCA8 CDH11 CDH3 CDK1 CDKN3 CENPA CENPE CENPF CENPN CEP55 CKS2 COL11A1 COL2A1 COL9A3 CRABP1 CRLF1 DLGAP5 EFNA3 ENO2 ESPL1 FBN2 FGF9 FGFR3 FOXD1 FOXF2 FZD1 GLT8D2 GPSM2 GREM1 GTSE1 HJURP HMGA2 HMMR HS3ST3A1 INHBA KIF11 KIF20A KIF2C LEF1 MAGEA3 MCM4 MELK MICAL2 MKI67 MLLT11 MSX2 NCAM1 NCAPH NEK2 NPTX2 NRP2 NUSAP1 PBK PCLAF PITX1 PLP2 PRPH PSD3 ROR2 RRM2 SCG5 SHISAL1 SHOX2 SLC16A3 SLC7A5 SSX1 SSX2 SSX3 SSX4 SV2A TBL1X TNC TOP2A TPBG TPX2 TRPS1 UBE2C UBE2S WIF1 NAM_FXYD5_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NAM_FXYD5_TARGETS_DN AGK APPBP2 ARL1 AXL CCL2 CRIPT EIF2S1 FERMT1 FTH1 FXYD5 HSPE1 MCCC2 MLF1 PDHA1 RNF11 SNRPD1 SRP72 UBE2W NATSUME_RESPONSE_TO_INTERFERON_BETA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NATSUME_RESPONSE_TO_INTERFERON_BETA_DN AGFG1 ANXA2 BAG1 CAPN1 CD6 CD63 CD70 CDKN1C COX4I1 COX6A1 COX6C CXCR1 E2F1 FTH1 FTL GAPDH GAS6 GSTO1 GSTP1 HINT1 IGFBP6 IL5RA LGALS1 MAPK6 MMP2 MNT NDUFB3 NFKBIA NR1H4 PIN1 PPP2CA PRDX1 PRDX6 RPLP1 RPS2 S100A2 SEC61B SHC1 SKP1 SLIRP SOD1 TMSB10 TNFRSF25 TP53I3 TPM2 TRAF3 TSHR TXN VDR XRCC5 YWHAQ NATSUME_RESPONSE_TO_INTERFERON_BETA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NATSUME_RESPONSE_TO_INTERFERON_BETA_UP AKT1 AMPD2 APAF1 BCL2L2 BCL3 CALM2 CASP7 CASP9 CDK13 CHST15 CLK2 CREM CXCL9 DDIT3 DNAJA1 DST EIF2AK2 ENO3 EPHB3 ETV4 FAS FASLG FGF10 FGF5 FGF9 FOSL2 GRB14 HLA-B HLA-C HRK HSP90B1 HSPA4 HSPA9 ICAM2 IFITM3 IFNG IGF2 IGFBP3 IGFBP5 IL11RA IL15RA IL18 IRF1 KDM5A MAP2K6 MAP3K14 MAPK1 MAPK10 MC4R MMP7 NCOR1 NFATC2 NFKB1 PDGFA PER2 PPARA PTPRZ1 RGS2 RPGR SFPQ STAT1 TFF1 TGFBR3 TIMP3 TLX1 TNFSF14 TP53 TP53BP2 TRAIP VCAM1 NEBEN_AML_WITH_FLT3_OR_NRAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEBEN_AML_WITH_FLT3_OR_NRAS_DN CCT8 CDC14A CYP2J2 HSPA5 KIF23 LDHB PKMYT1 RAC2 RPL28 RPS3 SERPINH1 WEE1 NEBEN_AML_WITH_FLT3_OR_NRAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEBEN_AML_WITH_FLT3_OR_NRAS_UP CDK20 CDK9 FOXA1 HBA2 HOXB5 LFNG MBD1 SMG1 NELSON_RESPONSE_TO_ANDROGEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NELSON_RESPONSE_TO_ANDROGEN_DN BARD1 BCHE CDK8 CTBP1 DDC DPH1 FN1 MMP16 MYC PIK3R3 PRKD1 SCNN1A SDC4 SERPINI1 SLC29A1 ST7 TULP4 NELSON_RESPONSE_TO_ANDROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NELSON_RESPONSE_TO_ANDROGEN_UP ABCC4 ABHD2 ACSL3 ACTN1 ADAMTS1 ADRM1 AKAP12 ALDH1A3 APPBP2 AZGP1 B2M B4GALT1 C1orf21 CAMKK2 CDC14B CPD DBI DCTN3 DHCR24 DNAJB9 ELL2 ELOVL5 FKBP5 GSR GUCY1A1 H1-0 HERC3 HES6 HMGCS1 HOMER2 HPGD HSD17B14 ID2 IDI1 INPP4B IQGAP2 ITGAV KLF4 KLK2 KLK3 KLK4 KRT19 KRT8 LIFR LMAN1 MAF MYL12A NDRG1 NKX3-1 ORM2 PALM2AKAP2 PDLIM5 PGM3 PHYH PIAS1 PLPP1 PMEPA1 PTPN21 RAB4A RBM10 SAT1 SCD SEC24D SELENOP SGK1 SLC26A2 SLC38A2 SMS SNAP25 SORD SPDEF SRP19 STEAP4 STK39 TMPRSS2 TNFAIP8 TPD52 TSC22D1 UAP1 UGDH UNC13B VAPA ZBTB10 NEMETH_INFLAMMATORY_RESPONSE_LPS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEMETH_INFLAMMATORY_RESPONSE_LPS_DN ABCG1 ACADM APEX1 APOBEC1 AURKA CCNF CHEK1 COL11A2 FEN1 FOS GTF2I H1-0 H2AC4 HELLS HSPA4L ITGA4 LMO4 LYL1 MBP MKI67 MXI1 NUMB ORC5 RASSF5 RGS2 SCD SLBP SLC6A12 ST8SIA4 ZFP36L1 ZMAT3 NEMETH_INFLAMMATORY_RESPONSE_LPS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEMETH_INFLAMMATORY_RESPONSE_LPS_UP ACSL4 ADAR APBB1IP ATF3 BCL2L1 BCL6B C3AR1 CASP4 CCL15 CCL3 CD44 CDKN1A CEBPD CFLAR CITED2 CLEC4D CLN3 DAB2 DEGS1 EIF1 ETF1 ETS2 FCGR2B FURIN GCH1 GK GLRX HCK HCLS1 HMGCR IER2 IER3 IFI16 IFRD1 IL1RL1 IL1RN IRGM JUND KPNA3 LCP2 LILRB4 LTB MAP2K1 MAPKAPK2 MARCKSL1 MLLT11 MSR1 MT2A MYADM MYO10 NFKB1 NFKBIA ODC1 PIP5K1B PML PNP PRKCD PTGS2 RCN1 RGS16 RHOC RNF11 SAP30 SAT1 SLC11A1 SLC20A1 SLC2A1 SLFN12L SLPI SQSTM1 SRGN STAT1 STK10 TAP1 TGFB1 TNF TNFRSF1B TNFSF9 TNIP1 TOP1 TPST1 TRIM25 TXNRD1 WSB1 NEWMAN_ERCC6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEWMAN_ERCC6_TARGETS_DN ADAMTS1 AEBP1 CCDC80 CDKN1A CEMIP CNTN3 COL11A1 FGF5 GABBR2 GALNT5 HAPLN1 ITGBL1 KCNK2 KRT34 LBH LNX1 LRCH2 MFAP5 NEAT1 NGF PAGE2 PAMR1 PODXL PSG5 PSG6 PSG9 PTGS1 RAB3B RECK RGS4 SCUBE3 SEPTIN11 SERPINE1 SGCD SLC1A1 SPATA18 SYNPO2 TAFA5 ZMAT3 NEWMAN_ERCC6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NEWMAN_ERCC6_TARGETS_UP ABCB1 ALX1 CD24P2 CLDN23 CRACD CRIP1 CSTA CXCL2 CXCL8 DBF4 FABP5 GPAT3 HERC5 IFIT2 KYNU LITAF MYLIP PCSK5 PMAIP1 RGCC SLC25A40 SLC38A1 SLC7A11 SRI STEAP1 TNFAIP6 NGO_MALIGNANT_GLIOMA_1P_LOH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NGO_MALIGNANT_GLIOMA_1P_LOH ANXA2 ECHS1 ENO1 GAPDH HNRNPK HSPA5 P4HB PARK7 PGK1 RPSA SEPTIN2 STMN1 TPM3 TPM4 VIM NGUYEN_NOTCH1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NGUYEN_NOTCH1_TARGETS_DN AANAT ADSL APEX1 ASS1 BASP1 BET1 BRD2 CADM1 CCN1 CCNI CLIC1 COL11A2 COL7A1 CYP2E1 DAXX DYNC1H1 EEF1A1 ELL2 EPHA4 ERCC5 ETS2 EXT1 F3 FNDC3A GADD45B GARS1 GNB1 GTF2I HERPUD1 HPCAL1 HTRA2 HUWE1 IGF1R IL1R1 ITGA2 KLF10 KLF4 KLF5 LAMA5 LIMK2 MARCKS MGAT2 MTHFD2 MYC MYO1E NET1 NOP2 PBX3 PCDH7 PDE6A PNN PPIF PPP2R1B PSMB9 PSME4 PTGS2 PTPN13 RBMS1P1 REV3L RGS2 RING1 RPE SERP1 SERPINH1 SLC12A2 SLC12A4 SLC20A1 SMYD5 SRPK2 STC2 TARS1 TFAP2A TGM3 TIPARP TNFSF4 TP53 TP63 TRIO TRIP12 UBR4 USP22 XBP1 ZNF282 NGUYEN_NOTCH1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NGUYEN_NOTCH1_TARGETS_UP ABCC8 ANXA6 ARL6IP5 BRCA1 CANX CD4 CNTN1 COL18A1 COL4A6 F2R FLOT1 HDAC1 HMGCR ITGAV LAMB2 PCF11 PHB2 PTHLH RBP1 S100A13 SEC62 SFPQ SLC12A3 SLC4A3 STAT5A TAGLN TCAP NICK_RESPONSE_TO_PROC_TREATMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NICK_RESPONSE_TO_PROC_TREATMENT_DN AHCYL1 ALOX5 ATP6V1A BRD1 CASP9 DYNC1LI1 EIF2S3 ERAP1 ERAP2 ETNK1 FLOT1 FUBP1 HDGFL3 ICAM1 ITPR2 ITPRID2 MAFF NFYC PRKAB1 RTF1 SPG11 TLK1 TMEM259 UBR5 ZFX ZNF665 ZSCAN32 NICK_RESPONSE_TO_PROC_TREATMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NICK_RESPONSE_TO_PROC_TREATMENT_UP CDC42SE1 CRELD2 ECHDC2 MGC16275 ZPBP NIKOLSKY_BREAST_CANCER_10Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_10Q22_AMPLICON DLG5 EIF5AL1 KCNMA1 POLR3A PPIF RPS24 ZCCHC24 ZMIZ1 NIKOLSKY_BREAST_CANCER_11Q12_Q14_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_11Q12_Q14_AMPLICON AAMDC ACER3 ACTN3 ACY3 AIP ALDH3B2 ALG8 ANKRD13D ANO1 AQP11 ARRB1 B3GNT6 B4GAT1 BBS1 BRMS1 CABP2 CABP4 CAPN5 CARNS1 CCDC81 CCDC83 CCDC87 CCDC89 CCND1 CCS CD248 CD5 CD6 CDK2AP2 CHRDL2 CLCF1 CLNS1A CNIH2 CORO1B CPSF7 CPT1A CREBZF CTSF CTTN CYB561A3 DAGLA DDB1 DGAT2 DHCR7 DPP3 EED EMSY FADD FGF19 FGF3 FGF4 GAB2 GAL GDPD4 GDPD5 GPR152 GSTP1 HIKESHI IGHMBP2 INTS4 KCNE3 KCTD14 KCTD21 KLC2 KLHL35 KRTAP5-10 KRTAP5-11 KRTAP5-7 KRTAP5-8 KRTAP5-9 LRFN4 LRRC32 LTO1 MAP6 ME3 MOGAT2 MRGPRD MRGPRF MRPL11 MRPL21 MYEOV MYO7A NADSYN1 NARS2 NDUFC2 NDUFV1 NDUFV1-DT NEU3 NPAS4 NUDT8 OMP OR2AT4 P4HA3 PAK1 PELI3 PGA3 PGA4 PGA5 PGM2L1 PICALM PITPNM1 POLD3 POLD4 PPFIA1 PPME1 PPP1CA PPP6R3 PTPRCAP RAB1B RAD9A RBM14 RBM4 RBM4B RCE1 RIN1 RNF169 RPS3 RPS6KB2 RSF1 SAXO4 SDHAF2 SERPINH1 SHANK2 SLC15A3 SLC29A2 SLCO2B1 SPCS2 SPCS2P4 SPTBN2 SSH3 SYT7 SYTL2 TBC1D10C TBX10 TENM4 TESMIN THAP12 THRSP TKFC TMEM109 TMEM126A TMEM126B TMEM132A TMEM134 TMEM138 TMEM151A TMEM216 TOP6BL TPCN2 TSKU USP35 UVRAG VPS37C VWCE WNT11 XRRA1 YIF1A ZDHHC24 NIKOLSKY_BREAST_CANCER_12Q13_Q21_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_12Q13_Q21_AMPLICON AGAP2 AVIL BEST3 C12orf56 CAND1 CCT2 CDK4 CNOT2 CPM CPSF6 CTDSP2 CYP27B1 DYRK2 EEF1AKMT3 FRS2 GNS IFNG IL22 IL26 KCNMB4 KICS2 LGR5 LRRC10 LYZ MARCHF9 MDM1 MDM2 METTL1 NUP107 OS9 PTPRB PTPRR RAB3IP RAP1B RAP1BL RASSF3 SLC35E3 TBK1 THAP2 TMEM19 TSFM TSPAN31 TSPAN8 XPOT YEATS4 ZFC3H1 NIKOLSKY_BREAST_CANCER_12Q24_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_12Q24_AMPLICON ANKLE2 CHFR DDX51 EP400 GALNT9 GOLGA3 MMP17 NOC4L P2RX2 PGAM5 POLE PUS1 PXMP2 SFSWAP ULK1 NIKOLSKY_BREAST_CANCER_14Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_14Q22_AMPLICON DDHD1 ERO1A FERMT2 FRMD6 GNG2 GNPNAT1 GPR137C NID2 PSMC6 PTGDR PTGER2 RTRAF STYX TXNDC16 NIKOLSKY_BREAST_CANCER_15Q26_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_15Q26_AMPLICON ADAMTS17 ALDH1A3 ARRDC4 ASB7 CERS3 CHSY1 FAM169BP IGF1R LINS1 LRRC28 LRRK1 LYSMD4 MEF2A OR4F15 OR4F6 PCSK6 SELENOS SNRPA1 SYNM TARS3 TM2D3 TTC23 NIKOLSKY_BREAST_CANCER_16P13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_16P13_AMPLICON ANTKMT ARHGDIG AXIN1 BAIAP3 C1QTNF8 CACNA1H CAPN15 CCDC78 CHTF18 CIAO3 CLCN7 CLDN6 CLDN9 CRAMP1 DECR2 ELOB EME2 FAHD1 FAM234A FBXL16 FLYWCH1 FLYWCH2 GFER GNG13 GNPTG HAGH HAGHL HBA1 HBA2 HBM HBQ1 HBZ HCFC1R1 HS3ST6 IFT140 IGFALS IL32 JMJD8 JPT2 KCTD5 KREMEN2 LMF1 LUC7L MAPK8IP3 MCRIP2 MEIOB METRN METTL26 MMP25 MPG MRPL28 MRPS34 MSLN MSLNL MSRB1 NDUFB10 NHERF2 NHLRC4 NME3 NME4 NOXO1 NPRL3 NPW NTHL1 NUBP2 PAQR4 PDIA2 PGAP6 PIGQ PKD1 PKMYT1 POLR3K PRR35 PRSS21 PRSS22 PRSS27 PRSS33 PTX4 RAB11FIP3 RAB26 RAB40C RGS11 RHBDF1 RHBDL1 RHOT2 RNF151 RPL3L RPS2 RPUSD1 SNRNP25 SOX8 SPSB3 SRRM2 SSTR5 STUB1 SYNGR3 TBL3 TELO2 THOC6 TMEM204 TNFRSF12A TPSAB1 TPSB2 TPSD1 TPSG1 TRAF7 TSC2 TSR3 UBE2I UNKL UQCC4 WDR24 WDR90 WFIKKN1 ZG16B ZNF205 ZNF213 ZNF598 ZSCAN10 NIKOLSKY_BREAST_CANCER_16Q24_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_16Q24_AMPLICON ACSF3 ANKRD11 APRT BANP C16orf74 CA5A CBFA2T3 CDH15 CDK10 CDT1 CENPBD1P CHMP1A COX4I1 CPNE7 CTU2 CYBA DBNDD1 DEF8 DPEP1 EMC8 FANCA GALNS GAS8 GAS8-AS1 GINS2 GSE1 IL17C JPH3 KLHDC4 MAP1LC3B MC1R MVD PABPN1L PIEZO1 PRDM7 RNF166 RPL13 SLC7A5 SNAI3 SPATA2L SPATA33 SPG7 SPIRE2 TCF25 TRAPPC2L TUBB3 VPS9D1 ZC3H18 ZCCHC14 ZFPM1 ZNF276 ZNF778 NIKOLSKY_BREAST_CANCER_17P11_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_17P11_AMPLICON ALDH3A1 ALDH3A2 B9D1 EPN2 MAPK7 MFAP4 RNF112 SLC47A1 SLC47A2 ULK2 NIKOLSKY_BREAST_CANCER_17Q11_Q21_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_17Q11_Q21_AMPLICON ABHD15 ACACA ALDOC ANKRD13B ASIC2 BLMH BLTP2 C17orf78 CACNB1 CASC3 CCL18 CCL2 CCL23 CCL3 CCL4 CCR7 CDC6 CDK12 CORO6 CPD CRYBA1 CSF3 CWC25 DDX52 DHRS13 DUSP14 EFCAB5 ERAL1 ERBB2 FAM222B FBXL20 FBXO47 FLOT2 FOXN1 GIT1 GJD3 GOSR1 GPR179 GRB7 GSDMA GSDMB HNF1B IGFBP4 IKZF3 KRT10 KRT10-AS1 KRT12 KRT20 KRT222 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRTAP4-1 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-8 LASP1 MED1 MED24 MIEN1 MLLT6 MRPL45 MSL1 MYO18A MYO1D NEK8 NEUROD2 NR1D1 NSRP1 NUFIP2 ORMDL3 PCGF2 PGAP3 PHF12 PIGS PIP4K2B PIPOX PLXDC1 PNMT PPP1R1B PROCA1 PSMB3 PSMD3 RAB34 RAPGEFL1 RARA RPL19 RPL23 RPL23A RPL23AP42 RSKR SARM1 SDF2 SEZ6 SLC13A2 SLC46A1 SLC6A4 SMARCE1 SOCS7 SPACA3 SPAG5 SPMAP1 SRCIN1 SSH2 STAC2 STARD3 SUPT6H SYNRG TADA2A TAOK1 TBC1D29P TBC1D3F TCAP THRA TLCD1 TMEM98 TMIGD1 TNS4 TOP2A TP53I13 TRAF4 UNC119 WIPF2 ZPBP2 NIKOLSKY_BREAST_CANCER_17Q21_Q25_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_17Q21_Q25_AMPLICON AATK ABCA10 ABCA5 ABCA6 ABCA8 ABCA9 ABCC3 ABI3 ACOX1 ACSF2 ACTG1 AFMID ALYREF AMZ2 ANKFN1 ANKRD40 APOH APPBP2 ARHGDIA ARL16 ARMC7 ARSG ASPSCR1 ATP5MC1 ATP5PD AXIN2 B3GNTL1 B4GALNT2 BAHCC1 BAIAP2 BCAS3 BIRC5 BPTF BRIP1 BTBD17 C17orf58 C17orf67 C17orf80 C1QTNF1 CA10 CA4 CACNA1G CACNG1 CACNG4 CACNG5 CALCOCO2 CANT1 CASKIN2 CBX1 CCDC137 CCDC47 CCDC57 CD300A CD300C CD300E CD300LB CD300LD-AS1 CD300LF CD7 CD79B CDC42EP4 CDK3 CDK5RAP3 CDR2L CENPX CEP112 CEP131 CEP95 CHAD CHCT1 CHMP6 CLTC COG1 COIL COL1A1 COPZ2 COX11 CSH1 CSH2 CSHL1 CSNK1D CYBC1 CYTH1 DCXR DDX42 DDX5 DGKE DHX40 DLX3 DLX4 DNAI2 DUS1L EFCAB3 EME1 ENGASE EPN3 EPX ERN1 EVPL EXOC7 FAAP100 FADS6 FAM117A FAM20A FASN FBF1 FDXR FN3K FN3KRP FOXJ1 FOXK2 FSCN2 FTSJ3 GALK1 GALR2 GDPD1 GGA3 GH1 GH2 GIP GNA13 GNGT2 GPR142 GPRC5C GPS1 GRB2 GRIN2C H3-3B HEATR6 HELZ HEXD HGS HID1 HLF HOXB1 HOXB13 HOXB2 HOXB3 HOXB4 HOXB5 HOXB6 HOXB7 HOXB8 HOXB9 HSF5 ICAM2 IGF2BP1 INTS2 ITGA3 ITGB4 JPT1 KAT7 KCNJ16 KCNJ2 KCTD2 KIF19 KIF2B LGALS3BP LIMD2 LINC00469 LINC00482 LINC01973 LINC02875 LLGL2 LPO LRRC37A3 LRRC45 LRRC59 LUC7L3 MAP2K6 MAP3K3 MARCHF10 MBTD1 MED13 METRNL METTL2A MIF4GD MILR1 MKS1 MMD MPO MRC2 MRPL12 MRPL27 MRPL38 MRPL58 MRPS7 MTMR4 MYCBPAP NACA2 NARF NAT9 NDUFAF8 NFE2L1 NGFR NHERF1 NME1 NME1-NME2 NME2 NOG NOL11 NOTUM NPLOC4 NT5C NUP85 NXPH3 OGFOD3 OR4D2 OTOP2 OTOP3 OXLD1 PCTP PDE6G PDK2 PECAM1 PGS1 PHB1 PHOSPHO1 PITPNC1 PNPO POLG2 PPM1D PPM1E PPP1R27 PPP1R9B PRAC1 PRKAR1A PRKCA PRR11 PRR15L PSMC5 PSMD12 PTRH2 RAB37 RAB40B RAC3 RAD51C RECQL5 RFNG RGS9 RNF157 RNF43 RNFT1 RPL38 RPS6KB1 RPTOR RSAD1 SAMD14 SAP30BP SCN4A SCPEP1 SDK2 SECTM1 SEPTIN4 SGCA SKA2 SKAP1 SLC16A3 SLC16A5 SLC16A6 SLC25A10 SLC25A19 SLC35B1 SLC38A10 SLC39A11 SMARCD2 SMG8 SMURF2 SNF8 SNX11 SOCS3 SOX9 SP2 SPAG9 SPATA20 SPOP SRP68 SSTR2 STRADA STXBP4 SUMO2 SUPT4H1 SYNGR2 TAC4 TACO1 TBCD TBX2 TBX4 TEPSIN TEX14 TEX19 TEX2 TIMP2 TK1 TLK2 TMC6 TMC8 TMEM100 TMEM104 TMEM105 TMEM92 TMEM94 TNRC6C TOB1 TOM1L1 TRIM25 TRIM37 TRIM47 TRIM65 TSEN54 TSPAN10 TSPOAP1 TTLL6 TTYH2 TUBD1 UBE2Z UNC13D UNK USH1G USP32 USP36 UTP18 UTS2R VCF1 VMP1 WBP2 WDR45B WFIKKN2 WIPI1 XYLT2 YPEL2 ZACN ZNF652 ZNF750 NIKOLSKY_BREAST_CANCER_19P13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_19P13_AMPLICON MYO9B NR2F6 OCEL1 USE1 USHBP1 NIKOLSKY_BREAST_CANCER_19Q13.1_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_19Q13.1_AMPLICON ZFP30 ZNF260 ZNF345 ZNF382 ZNF383 ZNF420 ZNF461 ZNF527 ZNF529 ZNF540 ZNF567 ZNF568 ZNF569 ZNF570 ZNF571 ZNF585A ZNF585B ZNF781 ZNF790 ZNF793 ZNF829 ZNF875 NIKOLSKY_BREAST_CANCER_19Q13.4_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_19Q13.4_AMPLICON CACNG6 CACNG8 NDUFA3 OSCAR PRPF31 TFPT VSTM1 NIKOLSKY_BREAST_CANCER_1Q21_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_1Q21_AMPLICON ADAM15 CELF3 CKS1B CLK2 DCST1 DCST2 DPM3 EFNA1 EFNA3 EFNA4 ENTREP3 FDPS FLAD1 GBA1 HCN3 KRTCAP2 LENEP LINGO4 MRPL9 MTX1 MUC1 OAZ3 PBXIP1 PKLR PMVK PYGO2 RORC RUSC1 RUSC1-AS1 SCAMP3 SHC1 SLC50A1 TDRKH THBS3 THEM4 THEM5 TRIM46 ZBTB7B NIKOLSKY_BREAST_CANCER_1Q32_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_1Q32_AMPLICON DYRK3 EIF2D FCAMR FCMR IKBKE IL10 IL19 IL20 IL24 MAPKAPK2 PIGR RASSF5 SRGAP2 NIKOLSKY_BREAST_CANCER_20P13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_20P13_AMPLICON ADAM33 ADISSP ATRN CENPB GFRA4 HSPA12B SIGLEC1 SPEF1 NIKOLSKY_BREAST_CANCER_20Q11_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_20Q11_AMPLICON AAR2 ACSS2 CEP250 CNBD2 CPNE1 DLGAP4 DYNLRB1 EDEM2 EIF6 EPB41L1 ERGIC3 FAM83C GDF5 GGT7 GSS MAP1LC3A MMP24 MYH7B NCOA6 NFS1 PHF20 PIGU PROCR RBM12 RBM39 ROMO1 SCAND1 SPAG4 TP53INP2 TRPC4AP UQCC1 NIKOLSKY_BREAST_CANCER_20Q12_Q13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_20Q12_Q13_AMPLICON ABHD16B ADNP ADRM1 APCDD1L ARFGAP1 ARFGEF2 ARFRP1 ATP5F1E ATP9A AURKA BCAS1 BCAS4 BHLHE23 BIRC7 BMP7 C20orf204 CABLES2 CASS4 CBLN4 CDH26 CDH4 CEBPB CHRNA4 CIMIP1 COL20A1 COL9A3 CRMA CSTF1 CTCFL CTSZ CYP24A1 DIDO1 DNAJC5 DOK5 DPM1 EDN3 EEF1A2 FAM209A FAM209B FAM210B FAM217B FNDC11 GATA5 GID8 GMEB2 GNAS HELZ2 HMGB1P1 HRH3 KCNG1 KCNQ2 KCNS1 LAMA5 LIME1 LINC02910 LKAAEAR1 LSM14B MATN4 MC3R MIR1-1HG MOCS3 MRGBP MTG2 MYT1 NCOA3 NELFCD NFATC2 NKAIN4 NPBWR2 NPEPL1 NTSR1 OGFR OPRL1 OSBPL2 PARD6B PCK1 PCMTD2 PEDS1 PEDS1-UBE2V1 PFDN4 PHACTR3 PI3 PMEPA1 PPDPF PPP1R3D PRELID3B PREX1 PRPF6 PSMA7 PTK6 PTPN1 RAB22A RAE1 RBBP8NL RBM38 RBPJL RGS19 RIPOR3 RNF114 RPS21 RTEL1 RTF2 SALL4 SAMD10 SDC4 SEMG1 SEMG2 SLC17A9 SLC2A4RG SLC9A8 SLCO4A1 SLPI SNAI1 SOX18 SPATA2 SPO11 SRMS SS18L1 STK4 STMN3 STX16 SULF2 SYCP2 SYS1 TAF4 TCEA2 TCFL5 TFAP2C TNFRSF6B TOMM34 TP53TG5 TPD52L2 TSHZ2 TUBB1 UBE2V1 UCKL1 VAPB WFDC12 WFDC5 YTHDF1 YWHAB ZBP1 ZBTB46 ZFP64 ZGPAT ZMYND8 ZNF217 ZNF512B ZNF831 NIKOLSKY_BREAST_CANCER_21Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_21Q22_AMPLICON ADARB1 C21orf58 COL18A1 COL18A1-AS1 COL6A1 COL6A2 DIP2A FTCD LSS MCM3AP PCBP3 PCNT POFUT2 SLC19A1 SPATC1L YBEY NIKOLSKY_BREAST_CANCER_22Q13_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_22Q13_AMPLICON ALG12 BRD1 CRELD2 HDAC10 IL17REL MAPK11 MAPK12 MLC1 MOV10L1 PANX2 PIM3 PLXNB2 SELENOO TRABD TTLL8 TUBGCP6 ZBED4 NIKOLSKY_BREAST_CANCER_5P15_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_5P15_AMPLICON AHRR BRD9 CCDC127 CEP72 CLPTM1L EXOC3 IRX2 IRX2-DT IRX4 LPCAT1 LRRC14B MRPL36 NDUFS6 NKD2 PDCD6 PLEKHG4B SDHA SLC12A7 SLC6A18 SLC6A19 SLC6A3 SLC9A3 TERT TPPP TRIP13 ZDHHC11 NIKOLSKY_BREAST_CANCER_6P24_P22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_6P24_P22_AMPLICON CAP2 CD83 DEK FAM8A1 GFOD1 ID4 KDM1B KIF13A MBOAT1 MCUR1 NHLRC1 NOL7 NUP153 PHACTR1 RANBP9 RBM24 RNF144B RNF182 SIRT5 TBC1D7 TPMT NIKOLSKY_BREAST_CANCER_7P15_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_7P15_AMPLICON HOXA1 HOXA10 HOXA11 HOXA13 HOXA2 HOXA3 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 NIKOLSKY_BREAST_CANCER_7P22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_7P22_AMPLICON ACTB ADAP1 AMZ1 AP5Z1 BRAT1 C7orf50 CHST12 COX19 CYP2W1 EIF3B FAM20C FBXL18 FOXK1 GET4 GNA12 GPER1 GPR146 GRIFIN INTS1 IQCE LFNG MAD1L1 MAFK MICALL2 MRM2 NUDT1 PAPOLB PSMG3 RADIL SLC29A4 SNX8 SUN1 TMEM184A TNRC18 TTYH3 UNCX WIPI2 ZFAND2A NIKOLSKY_BREAST_CANCER_7Q21_Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_7Q21_Q22_AMPLICON AKAP9 ANKIB1 ARPC1A ARPC1B ASB4 ASNS ATP5MF AZGP1 BAIAP2L1 BET1 BHLHA15 BRI3 BUD31 CALCR CASD1 CDK14 CDK6 CFAP69 CLDN12 COL1A2 CPSF4 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP51A1 DLX5 DLX6 DYNC1I1 FAM133B FAM200A FZD1 GATAD1 GJC3 GNG11 GNGT1 GTPBP10 HEPACAM2 KRIT1 LMTK2 LRRD1 MTERF1 NPTX2 OCM2 OR2AE1 PDAP1 PDK4 PEG10 PEX1 PON1 PON2 PON3 PPP1R9A PTCD1 RBM48 SAMD9 SAMD9L SDHAF3 SEM1 SGCE SLC25A13 SMURF1 TAC1 TECPR1 TFPI2 TMEM130 TRIM4 TRRAP VPS50 ZKSCAN1 ZKSCAN5 ZNF394 ZNF655 ZNF789 ZSCAN25 NIKOLSKY_BREAST_CANCER_8P12_P11_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_8P12_P11_AMPLICON ADAM18 ADAM2 ADAM32 ADAM9 ADGRA2 ADRB3 ANK1 AP3M2 ASH2L BAG4 BRF2 CHRNA6 CHRNB3 DDHD2 DKK4 EIF4EBP1 ERLIN2 FGFR1 FNTA GINS4 GOLGA7 GOT1L1 GPAT4 HGSNAT HOOK3 HTRA4 IDO1 IDO2 IKBKB KAT6A LETM2 LINC03042 LSM1 NKX6-3 NSD3 PLAT PLEKHA2 PLPBP PLPP5 POLB POMK POTEA RAB11FIP1 RNF170 SFRP1 SLC20A2 SMIM19 STAR TACC1 TCIM THAP1 TM2D2 TPT1P8 UNC5D VDAC3 ZMAT4 ZNF703 NIKOLSKY_BREAST_CANCER_8Q12_Q22_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_8Q12_Q22_AMPLICON ANKRD46 ASPH ATP6V1C1 AZIN1 BAALC CALB1 CCNE2 CDH17 CFAP418 CHD7 CHMP4C CIBAR1 CLVS1 CNBD1 COX6C CPQ CRISPLD1 CTHRC1 CYP7A1 DCAF13 DCAF4L2 DECR1 DPY19L4 ELOC ERICH5 ESRP1 EYA1 FABP4 FABP5 FABP9 FBXO43 FZD6 GDAP1 GDF6 GEM GGH GRHL2 HEY1 HNF4G IL7 IMPA1 INTS8 JPH1 KCNB2 KCNS2 KLF10 LACTB2 LAPTM4B LY96 MATN2 MMP16 MRPS28 MSC MTDH MTERF3 NBN NCOA2 NDUFAF6 NECAB1 NIPAL2 NKAIN3 NSMAF ODF1 OSGIN2 OSR2 OTUD6B PABPC1 PAG1 PDP1 PEX2 PI15 PIP4P2 PKIA PLEKHF2 PMP2 POLR2K POP1 PRDM14 PTDSS1 RAB2A RAD54B RALYL RBM12B RDH10 RGS22 RIDA RIMS2 RIPK2 RNF19A RPL30 RPL7 RPL7P9 RPSAP47 RUNX1T1 SBSPON SDC2 SDCBP SLC10A5 SLC25A32 SLC26A7 SLCO5A1 SNX16 SNX31 SPAG1 STAU2 STK3 STMN2 SULF1 TERF1 TMEM64 TMEM67 TMEM70 TP53INP1 TPD52 TRAM1 TRPA1 TSPYL5 TTPA UBE2W UBXN2B UQCRB VIRMA VPS13B XKR9 YTHDF3 YWHAZ ZBTB10 ZC2HC1A ZFAND1 ZFHX4 ZNF704 ZNF706 NIKOLSKY_BREAST_CANCER_8Q23_Q24_AMPLICON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_BREAST_CANCER_8Q23_Q24_AMPLICON AARD ADCK5 ADGRB1 AGO2 ANXA13 ARC ARHGAP39 ATAD2 BOP1 C8orf33 C8orf76 C8orf82 CCN3 CCN4 CHRAC1 COL14A1 COLEC10 COMMD5 CPSF1 CSMD3 CYC1 CYP11B1 CYP11B2 DENND3 DEPTOR DERL1 DNAAF11 DSCC1 EBAG9 EEF1D EIF3H ENPP2 ENY2 EPPK1 EXOSC4 EXT1 FAM83A FAM83H FAM91A1 FBXL6 FBXO32 FER1L6 FOXH1 GFUS GLI4 GML GPAA1 GPIHBP1 GPR20 GPT GRINA GSDMD HAS2 HGH1 HSF1 JRK KCNK9 KCNQ3 KCNV1 KIFC2 KLHL38 LRATD2 LRRC14 LRRC24 LY6D LY6E LY6H LY6K LY6S-AS1 LYNX1 LYPD2 MAF1 MAFA MAL2 MAPK15 MED30 MFSD3 MROH1 MROH5 MRPL13 MTBP MTSS1 MYC NAPRT NDRG1 NDUFB9 NRBP2 NSMCE2 NTAQ1 NUDCD1 OPLAH PARP10 PHF20L1 PKHD1L1 PLEC PPP1R16A PSCA PTK2 PTP4A3 PUF60 PYCR3 RAD21 RECQL4 RHPN1 RNF139 RPL8 SAMD12 SCRIB SCX SHARPIN SLA SLC30A8 SLC39A4 SLC45A4 SLC52A2 SLURP1 SNTB1 SPATC1 SQLE ST3GAL1 SYBU TAF2 TATDN1 TBC1D31 TG THEM6 TIGD5 TMEM65 TMEM71 TMEM74 TNFRSF11B TONSL TOP1MT TRAPPC9 TRHR TRIB1 TRMT12 TRPS1 TSNARE1 UTP23 VPS28 WASHC5 ZC3H3 ZFP41 ZFTRAF1 ZHX1 ZHX2 ZNF16 ZNF250 ZNF251 ZNF34 ZNF517 ZNF572 ZNF623 ZNF696 ZNF7 ZNF707 NIKOLSKY_MUTATED_AND_AMPLIFIED_IN_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_MUTATED_AND_AMPLIFIED_IN_BREAST_CANCER ADGRB1 AGAP2 AHRR AKAP9 ANK1 ARC ARFGEF2 ARFRP1 ARRB1 ATRN BLTP2 CACNA1G CACNA1H CHCT1 CHD7 CLPTM1L CSMD3 CSNK1D DCAF13 DGKE DNAH17 DYRK2 ENTREP3 EP400 FABP4 FAM217B FANCA FGFR1 GDF6 GGA3 GOLGA7 GRIN2C GSDMB HCN3 HEPACAM2 HOOK3 HOXA3 HOXA4 IKBKB JMJD8 KCNQ3 LPO MSLNL MYH7B MYO7A MYO9B NCOA6 NDUFA3 NID2 NSMCE2 NUFIP2 OR4D2 PANX2 PCNT PDCD6 PIGS PKHD1L1 POP1 PPM1E PUS1 RADIL RCE1 RGS22 RIMS2 RSKR SAMD9 SEPTIN4 SIGLEC1 SLC6A3 SLCO2B1 SPCS2 SPO11 SULF2 SYTL2 TAC4 TBK1 TESMIN TG THBS3 TRIM25 UBE2I UQCC1 UTS2R VPS13B ZCCHC14 ZCCHC24 ZFC3H1 ZFHX4 ZFP64 ZMIZ1 ZNF461 ZNF529 ZNF569 ZNF707 NIKOLSKY_OVERCONNECTED_IN_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NIKOLSKY_OVERCONNECTED_IN_BREAST_CANCER ATF2 CRX CUX1 ETV5 FOXP2 HNF1A HOXA4 IRF8 MEF2C MYOD1 NFIX NFKB1 NFYC POU2F1 POU4F2 SOX15 STAT1 STAT4 TCF7L1 TP53 XBP1 NOJIMA_SFRP2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOJIMA_SFRP2_TARGETS_DN BCL2L1 BST2 CCND1 CD44 CGB3 CXCL5 DDX11 EGFR GAS2L1 GRN IFI44 IFITM1 IFNB1 IGFBP4 LEF1-AS1 MDM2 MET MMP7 MX1 PYCARD RAD21 SGPL1 STAT1 TACSTD2 TRIM14 TSPAN5 NOJIMA_SFRP2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOJIMA_SFRP2_TARGETS_UP BAG3 BTG1 CCN2 CD40 CIDEC CLK1 CLU CSF1 DEDD2 GADD45A GADD45B HSPA1A HSPA1B HSPA5 HSPA6 HSPA9 IKBKG IL24 INHBE JUN MXD1 NR4A3 PPP1R15A SFRP2 TNFAIP3 TNFRSF10D TNFRSF9 TNN TP53AIP1 TRIB3 VHL WARS1 NOURUZI_NEPC_ASCL1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOURUZI_NEPC_ASCL1_TARGETS ABTB2 ADCY5 ADGRF1 AMER3 ANO9 ARHGAP4 ATP2A3 ATP2C1 AVPR1B B3GNT8 BAIAP3 BEAN1-AS1 BEND7 BMP8A C14orf180 C1orf127 CABLES1 CAND2 CBLN2 CD300A CHGA CIB4 CNKSR3 CSF3R DBH-AS1 DEPTOR DLGAP1-AS2 DLL4 DMRTA2 DOK5 DSCAML1 DUSP6 EGR2 ELFN1-AS1 ELOVL3 ENSG00000253726 EPAS1 EPB41L4B EPHB1 EPOR EYA1 FAM167A FAM83A FBN3 FGF18 FOXB1 GFI1 GFRA4 GPR137B GPR142 GRID1 GRIN2C GRM4 GTSF1L HRC IGFN1 IL17C INSR JAKMIP1 KASH5 KCNK9 KIF26A KIFC3 KISS1R LGR5 LINC00511 LINC00954 LINC01134 LINC01234 LINC01250 LINC01267 LINC01276 LINC01346 LINC02870 LINC02907 LMO3 LOC102724323 LOXHD1 LOXL4 LPCAT1 LPIN1 LRRN4 LRTM2 MBOAT1 MFSD9 MGLL MICAL2 MIR153-2 MIR3164 MIR4257 MIR4641 MIR4689 MIR4740 MIR5008 MIR6075 MIR6081 MIR6772 MIR95 MMP16 MROH1 MUC5B MYLK-AS2 MYRIP NFATC2 NKAIN2 NPTX1 NRON NTSR2 NUP210 OPRD1 PAH PAX5 PAX9 PCBP3 PLXNA2 PLXND1 PNMA3 PROM1 PROSER2-AS1 PRSS38 RALYL RASGEF1A RASSF5 RET RIMS2 RNF183 SATB1 SCIN SEMA5B SFTA3 SH2D4B SLC26A9 SLC35D3 SLC35F3 SLC45A4 SLC6A20 SLC6A3 SLC6A6 SMPD3 SNAI3 SOBP SPATA13 SRL SSTR5 ST6GAL2 TFCP2L1 TMEM181 TMEM30B TMEM61 TMEM63A TNS1 TPO TRIM67 TTC7B-AS1 UTS2R WNT9A XKR6 ZACN ZNF621 NOUSHMEHR_GBM_GERMLINE_MUTATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUSHMEHR_GBM_GERMLINE_MUTATED ASCL2 CDH19 CHAT DGKZ KCNV2 PIP4K2A RBAKDN SOX13 NOUSHMEHR_GBM_SILENCED_BY_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUSHMEHR_GBM_SILENCED_BY_METHYLATION ACSS3 AQP5 ARMC3 B3GNT5 BIRC3 CA3 CABCOCO1 CBR1 CCNA1 CHI3L1 CHRDL2 CHST6 CNMD CRYGD CTHRC1 DYNLT5 EPHX2 F3 FABP5 FAM221A FKBP5 FLNC FMOD FZD6 G0S2 GJB2 ITGBL1 JHY LDHA LGALS3 LGALS8 MMP9 MTARC2 NMNAT3 OCIAD2 PAMR1 PDPN RAB36 RARRES1 RARRES2 RBP1 SEL1L3 SEMA3E SLC25A20 SLC35G2 SLC39A12 SPON2 TOM1L1 TRIP4 TTC12 NOUSHMEHR_GBM_SOMATIC_MUTATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUSHMEHR_GBM_SOMATIC_MUTATED DST EIF2AK4 EPHB4 FGFR4 IDH1 LEMD3 MAPK7 TNFRSF10A TRPM3 NOUZOVA_METHYLATED_IN_APL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUZOVA_METHYLATED_IN_APL ADGRL3 ARRDC2 C6orf118 CADM1 CDH26 CFP COLGALT2 COMMD9 CPVL CTXN2 DNAJB5 EFNA5 ENTPD7 EPHA5 EPHA5-AS1 FBXO4 FLCN GAB1 GBF1 GDNF HAND1 HOXA1 HOXA7 HOXB13 IRX1 KCNA4 KLF11 LCOR LINC01012 LINC01230 LINC01305 MARK2 MCTS1 MIR1915HG MMP16 MTERF1 NIPAL3 NKX2-3 OSR1 PCDHGB6 PLA2G15 PUS10 RARB RRP15 RSPH4A RUNDC3B SBSPON SETBP1 SLC25A29 SLC7A8 SMCHD1 SSTR2 SUSD5 TAC1 TMED5 TRHDE TTBK1 UXS1 VPS37B VPS8 VSTM2A WNT5A ZNF180 ZNF304 ZNF582 ZNF582-DT NOUZOVA_TRETINOIN_AND_H4_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NOUZOVA_TRETINOIN_AND_H4_ACETYLATION ADAT1 AP3B1 ARL14EP ARPC4 ASTE1 BANF1 BBS4 BLZF1 CAMTA2 CAP1 CCDC174 CCNT1 CDC123 CDCA5 CDKAL1 CHMP2B CHMP4B CLPTM1 CNTROB COPS5 CWF19L1 CYREN DCTN4 DDX39B DEDD DLEU2 DMAC2 DPH3 EIF1AD EIF3H ENSA ERCC1 FBXO38 FBXO38-DT FGF13 FLCN GOLGB1 GOLT1B GORAB GOSR1 GOSR2 H2AC20 H2BC21 H4C5 HCK HOXA1 IP6K2 JPH1 KDM3A KNTC1 KRR1 LARP7 LETMD1 LINC00877 LINC02453 MARK2 MBD1 MCTS1 MED7 MIPOL1 MOV10 MPV17 MRPS18B MRPS31 MTPN MUL1 MYOF NAA20 NDUFA5 NECAP1 NEK11 NELFE NEPRO NME7 NOL6 NSRP1 NUDT2 NUDT5 NUP155 ORC4 OS9 OXNAD1 PDCD10 PNISR PNPT1 POP4 PPP2R3C PRRC2C PSMA3 PSMA6 PSMC4 RALY RARB RECQL RECQL5 RIN2 RNF20 RNPC3 RSRC2 SEC23B SELENOK SENP7 SERINC3 SERPINI1 SETDB1 SHCBP1 SKIC2 SLC26A6 SPAG7 SUPV3L1 TADA3 TBC1D32 THOC1 THRAP3 THUMPD3 TMEM87A TRAPPC1 TTI2 TXNL1 UBR1 UQCRC2 USP48 VPS37B VPS39 VPS41 WSB1 YTHDC1 ZBTB3 ZC3H4 ZFPL1 ZGRF1 ZMPSTE24 ZNF222 ZNF24 ZNF518A ZNF600 ZNF615 ZSCAN9 NUMATA_CSF3_SIGNALING_VIA_STAT3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUMATA_CSF3_SIGNALING_VIA_STAT3 BLNK CCNE1 CEBPA FLI1 HBE1 HTR3A IL17RA ITGAL KIF3B MADCAM1 MAP2K7 MAP6 MECOM MKNK1 MST1R NINJ1 PTPN13 RORA RUNX1 SRPK1 TFRC NUNODA_RESPONSE_TO_DASATINIB_IMATINIB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUNODA_RESPONSE_TO_DASATINIB_IMATINIB_DN BAX CASP10 CASP2 CDK2AP1 CDKN1A IKBKB IKBKE STAT1 STAT5B STAT6 TNF TNFAIP3 XRCC2 NUNODA_RESPONSE_TO_DASATINIB_IMATINIB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUNODA_RESPONSE_TO_DASATINIB_IMATINIB_UP BCL2 CASP6 CASP7 CCNA2 CCND2 CCND3 CCNE1 CDC25A CDC25B CDC25C CDK13 CDK4 CDK5R1 CDK6 CDK8 CDK9 E2F3 E2F4 E2F5 GADD45B MCL1 MYC NFKB1 NFKBIA RAD50 RAD51 STAT3 XRCC3 XRCC4 NUTT_GBM_VS_AO_GLIOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUTT_GBM_VS_AO_GLIOMA_DN ABCC8 AFAP1 AIMP2 ANGPTL2 APC2 API5 ASIC1 BCR CIRBP CRY2 EIF3E EIF3F ELMO1 FLRT1 GATD3 GRIK2 HIP1R ID1 KCNK3 NCAM1 OLIG2 PDE8B PDHX PFKM POLR2F PPIF PRPF6 RBM4B RPL23A RPL24 RPL27A RPL30 RPL36AL RPL4 RPL9P7 RPLP2 RPS13 RPS20 RPS6 TMEM97 TNK2 TNR UQCRB VDAC2 YIF1A ZMIZ1 NUTT_GBM_VS_AO_GLIOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUTT_GBM_VS_AO_GLIOMA_UP AGL ANXA2 AP1S2 AQP4 BTN3A2 CAP1 CAPNS1 CAPZB CD74 CHL1 CLIC1 CLIC4 DCTD DDOST DYNLT3 FADS3 FLNA FZR1 GALNT2 GAP43 GPI HIPK1 HLA-F IGFBP5 ITGB4 LAMB2 LAPTM5 LDHA LHFPL2 LRRC41 MAOB MSN NUCB1 PIK3R2 PLEKHM2 RBBP4 RHOC SH3GLB1 SMOX STAT1 TAGLN2 TMED9 TMEM109 TMX1 TP53BP2 VIM NUYTTEN_EZH2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUYTTEN_EZH2_TARGETS_DN ABCB7 ABCC5 ABHD11 ABHD17C ABI2 ACADSB ACD ACOT13 ACOX3 ACTR1A ACYP1 ADCY9 ADD1 ADD3 ADGRG6 ADPRHL1 AFG3L1P AGBL5 AIF1L AIG1 ALDH18A1 ALDH3A2 ALG13 ALKBH5 ALYREF AMZ2 ANKRA2 ANKRD36B ANKRD53 ANP32A ANTXR1 AP2B1 APOC1 ARCN1 ARFIP2 ARHGEF10 ARHGEF16 ARHGEF39 ARL1 ARL6IP6 ARPP19 ASB9 ASGR1 ASPM ASRGL1 ATAD2 ATMIN ATP2C1 ATP6V0E2-AS1 ATP6V1C1 ATPAF1 AUH AURKA AURKB B3GNT5 BAG3 BANF1 BAZ1B BCAS4 BCL2L12 BCLAF1 BEND3 BFAR BFSP1 BGLAP BIRC5 BLM BLOC1S6 BORA BPNT2 BRCA1 BRCA2 BRD8 BRI3BP BTBD10 BUB1 BUB3 C11orf24 C12orf57 C1D C1orf131 C1orf198 C1orf43 C1orf56 C2orf15 C2orf69 C5 C5orf34 C9orf40 CAAP1 CACNB2 CAD CANX CASC3 CASP6 CASP9 CATSPER1 CBX7 CCDC136 CCDC138 CCDC14 CCDC153 CCDC90B CCM2 CCNA2 CCNB1 CCNB2 CCND1 CCNE1 CCNE2 CCNK CCT2 CCT4 CD320 CD46 CDAN1 CDC14B CDC20 CDC25A CDC25C CDC42 CDC45 CDC7 CDCA3 CDCA5 CDCA7 CDCA8 CDK1 CDK14 CDK2AP2 CDK5 CDK5RAP2 CDKN3 CDR2 CDT1 CENPA CENPE CENPF CENPH CENPI CENPJ CENPL CENPM CENPN CENPQ CENPS CENPU CENPW CEP131 CEP41 CEP43 CEP44 CEP55 CEP68 CEP97 CERK CERS6 CETN3 CFAP300 CGGBP1 CHAF1A CHTF18 CKAP2L CKS1B CLASP2 CLDN11 CLSPN CMAS CMC1 CMSS1 CMTM3 CMTM4 CMTM8 CNOT1 CNOT9 CNPY4 COCH COMMD4 COMMD6 COPZ1 COQ8A COX18 CPS1 CPSF3 CPT1C CREB3L4 CREBL2 CRIM1 CRLF1 CROCCP3 CRYZL1 CSE1L CSGALNACT1 CSTF3 CTSV CUL3 CUL5 CUX1 CYB5B CYB5R3 CYP1B1 CYREN DAZAP2 DCK DCP2 DCUN1D1 DDAH1 DDHD1 DDHD2 DDIAS DDX39B DEPDC1 DEPDC1B DHRS7B DHX33 DIDO1 DIPK2A DIS3L DKC1 DLGAP5 DLL3 DMAC2 DNA2 DNAH2 DNAJC22 DNAJC3 DNAJC8 DOCK8 DPH5 DPH6 DPY19L4 DPY30 DRAM2 DSCC1 DSN1 DTL DTWD1 DTYMK DYNC2I2 DYNLL2 DZIP3 E2F2 E2F8 ECT2 EDEM1 EFCAB11 EFCAB7 EFHC1 EHHADH EID2B EIF2AK1 EIF3J EIF4EBP2 ELOVL4 EMC9 ENOPH1 ENTPD4 EPAS1 EPB41L5 EPCAM EPHA2 ERCC6L ERGIC2 ERMARD ESCO2 ETFB ETV4 EXO1 EXOSC2 EXOSC3 EXOSC8 EZH2 F12 F2R F2RL1 FADS1 FAM107B FAM120AOS FAM131B FAM171B FAM200C FAM204A FAM234B FAM241A FAM83D FAM8A1 FANCA FANCD2 FANCE FANCG FANCI FBL FBXO21 FCHO1 FGFBP3 FGFRL1 FIBP FIRRM FKBP5 FLOT1 FLVCR1 FMC1 FOXM1 FOXN3 FOXQ1 FRZB FUBP3 FUT1 FZD4 FZD6 GABPB2 GALK2 GAPVD1 GART GBA1 GBA1LP GBX2 GCHFR GDI1 GEMIN4 GEMIN6 GEN1 GGA2 GINS2 GINS4 GIT2 GJC1 GLCE GLIS3 GLT8D1 GMNN GMPR2 GNL1 GNPAT GOLIM4 GOLT1B GPAM GPANK1 GPATCH4 GPCPD1 GPD2 GPKOW GPR107 GPR161 GRK6 GTDC1 GTF2H1 GTPBP3 GTPBP4 GTSE1 GUCD1 GUSBP14 GYG1 H2AJ H2AX H2AZ2 H4C13 H4C2 H4C3 H4C4 HASPIN HAUS1 HAUS4 HAUS5 HAUS6 HAUS8 HCLS1 HDAC2 HEATR1 HES1 HIBCH HJURP HMBS HMGB1 HMGB2 HMGB3 HMGB3P27 HMGN5 HMMR HNRNPA3P1 HNRNPM HOOK1 HOOK2 HOXA3 HOXA9 HP1BP3 HPF1 HPRT1 HPSE HROB HS6ST2 HSBP1 HSD17B11 HSD17B2 HSD17B6 HSD17B7P2 HYLS1 ICE2 IDI1 IDNK IFI27L2 IFT27 IGIP IK IL1RAP IMPA2 IMPACT IMPDH1 IMPDH2 INHBB INPP4B INPP5F IPO5 IQGAP3 IRF2BP2 IRF5 ISCA2 ISCU ISOC1 ITGA1 ITGA6 ITGB1 ITGB3BP JAG1 JMJD4 KCNK1 KCNV1 KCTD2 KCTD3 KDM4D KHK KICS2 KIF14 KIF15 KIF18B KIF20A KIF20B KIF22 KIF23 KIF2C KIF3A KIF4A KIF9 KIFC1 KIZ KLHDC3 KLHL2 KLHL42 KLHL9 KNL1 KNTC1 KRT10-AS1 L3MBTL1 LAGE3 LAMP2 LARP1 LARP4B LARS2 LAT LAT2 LBHD1 LBR LEMD3 LEPROTL1 LIMD2 LIN9 LMNB1 LPGAT1 LRP12 LRP8 LRRC20 LRRCC1 LSM5 LXN LYPD5 LYRM2 LYSMD2 LZIC MAGEF1 MAGOHB MAIP1 MAL2 MALT1 MAN2B2 MANSC1 MAP2K6 MAP3K20 MAP3K3 MAP4K4 MAP7 MARCHF2 MBTPS1 MCM10 MCM2 MCM4 MCM7 MCM8 MCMBP MDC1 MDFIC MEAF6 MED30 MED7 MESP1 METTL15 METTL5 MFSD6 MICAL2 MIF4GD MIGA1 MIS18A MIS18BP1 MKRN1 MLYCD MMS22L MND1 MPZL1 MRPL1 MRPL11 MRPL24 MRPL42 MRPL50 MRPL57 MRPS16 MRPS18B MRPS33 MRPS35 MRS2 MTBP MTFR2 MTIF3 MTMR4 MTMR6 MUC5AC MUTYH MYB MYBL1 MYH9 MYO19 NAA16 NAA20 NANOS1 NARS2 NASP NAXE NBR1 NCAPD2 NCAPD3 NCAPH NDC1 NDC80 NDE1 NDUFB10 NDUFB11 NDUFV2 NEBL NEFL NEIL3 NEK2 NEK9 NELFE NFIB NFU1 NFYA NIPAL3 NIPSNAP1 NLE1 NOC3L NOL3 NPM2 NR1H3 NR2C2AP NRXN3 NSD2 NSMCE2 NSUN7 NT5C NT5DC2 NUDCD1 NUDT1 NUDT21 NUDT22 NUF2 NUP155 NUP210 NUP37 NUP43 NUP88 NUP98 NUTF2 NXT1 OCEL1 ODF2 OIP5 OMA1 OPA1 ORC5 ORMDL2 OSGEPL1 OSGIN2 OTULINL OVOL2 P4HTM PABIR2 PACSIN1 PACSIN2 PAGR1 PAIP2B PAK2 PAK6 PAN2 PAPOLA PAPOLG PARD6A PARPBP PATJ PATZ1 PBK PBXIP1 PCDH18 PCDH20 PCGF5 PCK2 PCLAF PCMTD2 PCYOX1L PDCD2L PDGFRA PDSS2 PDZD8 PEBP1 PEX19 PHC1 PHF19 PHGDH PHLPP1 PHLPP2 PIGM PIGP PIH1D1 PIMREG PITPNC1 PITX1 PJA2 PLA2G7 PLCXD1 PLK1 PLPP6 PMF1 PNMA1 POC1A POFUT2 POLD1 POLR2G POLR3H POP4 POP5 POT1 PPARG PPM1A PPM1B PPP1CC PPP1R26 PPP1R35 PPP2R3B PPP2R5A PPP3CB PRAC1 PRC1 PREB PRELID3B PRIM1 PRKX PRMT1 PRPF40A PRPS2 PRPSAP1 PRR11 PRRT3 PRUNE1 PSD3 PSMB4 PSMG1 PSPH PSRC1 PTBP1 PTGES PTGFR PTGR2 PTK2 PTMA PTPN18 PTTG1 PTTG2 PURB PUS7 PWP2 PYCARD PYCR3 RAB11FIP4 RAB13 RAB31 RABEPK RABGGTB RAC1 RACGAP1 RAD18 RAD51 RAD51AP1 RAD51C RAD54B RAD54L RAMAC RAP2A RASSF2 RASSF5 RBBP5 RBM12 RBM38 RBM47 RBM8A RDM1 REC8 RECK RECQL4 REEP3 REEP4 RELN RFC4 RFC5 RFWD3 RGL3 RHBDL2 RIBC2 RIMBP3B RIPPLY3 RMDN1 RMI1 RMI2 RNASEH2A RNF138 RNF141 RNF182 RNF220 RNF32 RNF44 ROCK2 RPA3 RPAIN RPAP1 RPL13 RPL15 RPL18 RPL27 RPL29P31 RPL29P33 RPL34 RPL39L RPL5 RPL7A RPL7AP27 RPL9 RPP25L RPS10 RPS13 RPS15A RPS18 RPS3 RPS4X RPS6 RPS6KA4 RPS6KA5 RRM2 RRM2B RRP1B RRP7BP RTKN2 SAC3D1 SAE1 SASS6 SAYSD1 SBNO1 SCLY SDHAF3 SEC22C SEMA5A SERTAD2 SET SETD7 SGPL1 SH3D21 SHCBP1 SHMT1 SIDT1 SIRPA SKA2 SKA3 SKP1 SLC12A2 SLC13A5 SLC16A14 SLC16A4 SLC16A9 SLC25A11 SLC25A43 SLC26A2 SLC26A7 SLC27A2 SLC29A1 SLC2A4RG SLC30A5 SLC35B2 SLC39A7 SLC40A1 SLC43A3 SLC44A1 SLC45A3 SLC4A7 SLC52A3 SLC66A3 SLC7A1 SLC7A11 SLF1 SLX4IP SMC3 SMC4 SMCO4 SMIM7 SMIM8 SNAP23 SNAPC5 SNHG8 SNRPB SNW1 SOX7 SP100 SP3 SP5 SPA17 SPAG1 SPAG5 SPAST SPC24 SPC25 SPG7 SPINT1 SPON2 SPRY4 SPRYD4 SRBD1 SRF SRPRB SRSF8 SS18 SSBP2 SSRP1 SSX2IP ST6GAL2 STIL STIP1 SVBP SWI5 SYBU SYNC SYNE2 SYPL1 SYTL2 TACC3 TARBP2 TASP1 TBC1D1 TBC1D31 TBC1D8B TBL1X TBL1XR1 TBL1Y TBP TBXAS1 TCEAL1 TCEANC2 TCERG1 TCF19 TCF7L2 TCOF1 TDRKH TEDC1 TEDC2 TESMIN TEX30 TFAM TFDP1 TFRC TGFB1I1 TGOLN2 THADA THAP10 THAP5 THOP1 THYN1 TICRR TIGD2 TIMELESS TIMM10 TLK1 TM4SF1 TMA16 TMCO3 TMEM121 TMEM141 TMEM154 TMEM19 TMEM191A TMEM209 TMEM218 TMEM256 TMEM260 TMEM30B TMEM35A TMEM41A TMEM97 TMEM98 TMPO TMT1A TMX3 TNFRSF19 TNIP2 TONSL TOP1MT TOP2A TOPBP1 TPRG1L TPX2 TRA2A TRAIP TRAPPC10 TREX2 TRHDE TRIAP1 TRIM13 TRIM23 TRIM29 TRIM37 TRIM4 TRMT5 TROAP TRPC1 TRPT1 TSC1 TSN TSPAN6 TTF2 TTK TUBGCP3 TWF2 TYMS TYMSOS UBE2B UBE2C UBE2I UBE2Q2 UBE2S UBE2T UBFD1 UBR7 UBXN7 UGGT2 UHRF1 UMPS URB1-AS1 USB1 USE1 USP12 USP36 USP37 UTP18 VAMP7 VAPA VCP VMA21 VPS26A VPS37B VSIG10 WDHD1 WDR33 WDR4 WDR5 WDR54 WDR76 WEE1 WIPI2 WNK4 WSB2 WWTR1 XK XRCC1 YIPF4 YIPF5 YWHAH YWHAQ ZBED4 ZCCHC9 ZDHHC13 ZDHHC17 ZFAND1 ZFTRAF1 ZGRF1 ZMYM2 ZNF165 ZNF177 ZNF185 ZNF326 ZNF334 ZNF365 ZNF430 ZNF493 ZNF544 ZNF587 ZNF644 ZNF680 ZNF721 ZNF839 ZWILCH ZWINT NUYTTEN_EZH2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUYTTEN_EZH2_TARGETS_UP ABCA13 ABCA5 ABHD13 ABL2 ABTB2 ACBD5 ACE2 ACOT2 ACTR3 ACYP2 ADAM17 ADAM8 ADAMTS14 ADAMTS6 ADAR ADGRL1 ADIPOR2 ADM ADRB2 ADSS2 AGPAT3 AGRN AGT AHNAK2 AHRR AIM2 AKIRIN2 ANGPTL4 ANK1 ANKFY1 ANKRD10 ANKRD30B ANKRD37 ANKRD46 ANPEP ANXA1 ANXA2 ANXA4 ANXA5 AP1AR AP1S2 AP3M1 APBB2 APC2 APLN APLP2 APOL2 APOL3 APOL6 APP AQP11 AQP3 ARF3 ARFGEF1 ARHGAP17 ARHGAP21 ARHGAP39 ARID5B ARL2BP ARL4C ARL5B ARL6IP1 ARMC8 ARMCX3 ARRDC3 ARRDC4 ASB2 ASIC1 ATF3 ATF5 ATG12 ATP1B1 ATP2A2 ATP6AP1 ATP6AP2 ATP6V1A ATP6V1G1 AXIN2 AZI2 B2M B3GNT2 B4GALT5 B4GALT6 BACE1 BACE2 BACH1 BACH2 BAG2 BAG4 BAIAP2 BANK1 BASP1 BATF2 BBC3 BBS5 BCL10 BDKRB1 BDNF BHLHE40 BIRC2 BIRC3 BLCAP BLZF1 BMF BMPR2 BNIP3 BRI3 BTN3A3 C11orf96 C15orf39 C15orf48 C1GALT1C1 C1R C1S C1orf116 C1orf54 C3orf52 C5orf15 C6orf141 CA12 CA13 CAB39 CALU CAP2 CAPRIN2 CARD17P CASP1 CASP7 CAST CCDC117 CCDC126 CCDC167 CCDC88A CCL20 CCL26 CCN2 CCN3 CCNJ CCNYL1 CCPG1 CCR1 CD24 CD44 CD47 CD58 CD59 CD69 CD83 CDC42 CDC42EP3 CDC42EP4 CDC42SE1 CDC42SE2 CDH11 CDKL5 CDKN1A CEACAM1 CEBPB CEMIP2 CEP19 CEP250 CEPT1 CFHR3 CFLAR CGREF1 CHMP5 CHST7 CHSY1 CISD2 CITED4 CKAP4 CLCN6 CLCN7 CLDN1 CLDN12 CLDN14 CLEC2B CLEC7A CLIC4 CLN5 CLTRN CMC1 CMTM1 CNIH3 CNRIP1 COBLL1 COL16A1 COL5A1 COL6A1 COLGALT2 COMMD10 COPS5 CORO1C CPA4 CPEB2 CPED1 CPNE8 CPQ CREB5 CSF1 CSF2 CTH CTSB CTSC CTTN CXCL1 CXCL10 CXCL2 CXCL8 CYB561 CYB5A CYB5R1 CYLD CYTH1 DAGLA DCAF5 DCBLD2 DCUN1D3 DCUN1D4 DCUN1D5 DDIT3 DDIT4 DDX60 DDX60L DEAF1 DENND1B DENND3 DENND5A DEPP1 DESI1 DGKD DHRS9 DIO3 DIPK1A DIS3 DLX2 DNAJA1 DNAJB4 DNAJB6 DNAJB9 DNAJC16 DNAL1 DNER DNMT3A DNMT3B DRAM1 DSE DTX3L DUS1L DUSP3 DYNC2I1 DYNLT1 DYRK3 E2F6 EDF1 EDN1 EEIG1 EFEMP1 EFHD2 EFNA5 EFR3A EGLN1 EGR1 EGR2 EHD1 EIF2AK2 EIF2S1 EIF4EBP2 EIF5 EIF5A2 ENDOD1 ENO1 ENTPD7 EPGN EPHA7 EPHB2 EPSTI1 ERAP1 ERAP2 ERRFI1 ESM1 ETS2 EVC FAM162A FAM210A FAM217B FAM3C FAS FASTKD2 FBXL2 FBXO36 FCHO2 FDX1 FERMT2 FGD6 FGF1 FGF5 FGF7 FGF7P6 FGFBP1 FHIP2A FIS1 FKBP1A FLCN FLRT3 FLVCR2 FMN2 FN1 FNBP4 FNDC3B FOXO1 FRMD5 FRMD6 FTH1P7 FTHL17 FTMT FUT11 FUT8 FYB1 FYTTD1 FZD5 FZD8 G0S2 GADD45A GALNT1 GALNT3 GAS6 GATA6 GBP2 GBP3 GBP4 GBP5 GCNT2 GCNT3 GDF15 GEM GFM2 GFPT2 GHR GJA1 GLB1 GLG1 GLIPR2 GLRX GLRX2 GMPR GNA13 GNAQ GNAZ GOLM2 GPER1 GPR155 GPR180 GPR37 GPR87 GPRC5B GPRC5C GPX1 GRB10 GRK5 GRPEL2 GTF2B GTPBP1 GULP1 GUSBP4 HCFC2 HERC5 HERC6 HERPUD1 HERPUD2 HIRA HIVEP1 HIVEP3 HK2 HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H HLA-L HMGA2 HMGCS1 HMOX1 HOMER3 HRK HSF2BP HSP90B1 HSPA5 IARS1 ICAM1 ICMT ID2 IDS IFI16 IFI44 IFIH1 IFIT5 IFITM1 IFNB1 IGFBP3 IL15RA IL1B IL1RAPL1 IL24 IL32 IL4I1 IL6 IL6R IL6ST INHBA INSIG2 IRF1 IRF2 IRF6 ISG20 ITGB5 ITIH5 ITM2C JAK2 JARID2 JAZF1 JPT1 JUN JUNB KBTBD8 KCNAB2 KCNB1 KCNQ1 KCTD1 KCTD10 KCTD8 KDM3A KDM4C KIAA0040 KIAA0513 KIAA1191 KIAA1217 KIF1B KITLG KLC1 KLF3 KLF4 KLF6 KLHL20 KLHL21 KLHL4 KLK10 KMO KPNA5 KRR1 KRT34 KRTAP1-5 KRTAP3-1 L3HYPDH LACTB LAMA3 LAMB3 LAMC2 LAMP2 LAMP3 LANCL1 LAP3 LARP6 LCOR LDAF1 LDHA LGALS3 LGALS8 LGALSL LGMN LHFPL6 LIMA1 LIMK1 LIPA LMO2 LNPEP LNPK LOXL1 LPXN LRATD1 LRFN3 LRPAP1 LRRC8A LSS LUM LYST LZTFL1 MAB21L4 MAEA MAL MALL MAN1A1 MAP1B MAP2 MAP2K1 MAP3K13 MAP3K14 MAP7D2 MAPK6 MARCHF4 MARCKS MARVELD2 MAT2B MATN2 MATN3 MAX MCL1 MCU MCUB MECP2 MEIS2 MEST MFAP1 MFSD1 MFSD12 MFSD14A MGAT2 MGLL MIA3 MILR1 MIR22HG MKX MLKL MMAA MMP13 MMP3 MMP7 MOB3C MORC3 MOSPD1 MOXD1 MRAS MREG MRPS24 MRPS25 MRPS30 MSI1 MSRA MT1A MT1B MT1E MT1G MT1M MT1X MT2A MVP MX1 MX2 MXD1 MXI1 MXRA7 MYADM MYBBP1A MYD88 MYEOV MYO1E NAMPT NBN NCF2 NCK1 NCOA3 NCOA7 NCS1 NDRG1 NDUFA12 NECAB1 NECTIN3 NEK6 NEMP1 NETO2 NEURL1 NEXN NFAT5 NFE2L1 NFKBIA NFKBIE NHLRC3 NIBAN2 NID2 NIN NINJ1 NIPSNAP2 NIPSNAP3A NLRP3 NMI NMRK1 NMT1 NOCT NOG NPTX1 NR1D1 NR2F2 NR3C2 NREP NRP1 NT5C2 NT5C3A NT5E NTN4 NUAK1 NUP62 NUP98 NXPE3 NXT2 OAS1 OAS3 OASL OAZ2 OGFRL1 OGT OPTN OSTC OSTCP1 OSTM1 OVOL1 OXCT1 OXSR1 OXTR P4HA1 P4HA2 PABPC5 PAFAH1B1 PALS1 PAM PANX1 PAPLN PAQR3 PAQR5 PAQR7 PARP12 PARP14 PARP8 PARP9 PBX3 PCDH7 PDK1 PDP1 PEA15 PELI3 PFKFB2 PFKFB4 PHF11 PHF20L1 PHLDA2 PHLDB2 PHTF1 PI3 PIGZ PIK3CA PIK3CB PIP4K2A PIP4P2 PITPNB PKIA PKIB PLA1A PLA2G4A PLAAT2 PLAGL1 PLAT PLD6 PLEK2 PLEKHA3 PLEKHA4 PLEKHA7 PLK2 PLOD2 PLSCR1 PLXNA1 PLXNB2 PMAIP1 PML PNO1 PNPT1 PNRC1 POC1B PODXL POLK POMGNT2 PON2 PORCN PPFIA4 PPIC PPIF PPM1K PPP1CB PPP1R3F PPP2CA PPP2R5B PPP3CC PPT2 PRDX1 PRKAB2 PRKCE PRNP PROP1 PRRG1 PRSS35 PSEN2 PSKH1 PSMB8 PSMB9 PSME2 PSMF1 PTBP2 PTGS2 PTP4A2 PTPN1 PTPRF PTPRR PTX3 PUDP PXK QDPR QKI QSOX1 RAB27B RAB42 RAB8B RABEP1 RANBP3 RASGRP3 RBBP6 RBM11 RBM25 RBMS3 RBPJ RBSN RCAN1 RCN2 RESF1 RETSAT REV3L RFTN1 RGL1 RGMB RGS20 RGS4 RHOC RHOQ RHOU RIGI RIPK2 RLF RND3 RNF114 RNF149 RNF2 RNF7 RNMT ROBO1 ROBO4 ROR1 RP2 RPL23AP82 RPN2 RPS6KA3 RPS6KC1 RPUSD4 RRAD RRAS2 RRBP1 RTCA RTP3 RTP4 RUNX2 S100A4 S1PR1 SAA1 SAMD9 SAMD9L SAMHD1 SAP18 SAR1A SAT1 SCARB1 SCARB2 SCHIP1 SCP2 SEC24D SECISBP2 SECTM1 SELENOT SELENOW SEMA3A SEMA3D SEMA7A SERP1 SERPINB2 SERPINB7 SERPINE1 SERPINE2 SERPINI1 SERTAD1 SERTAD4 SETBP1 SGK1 SGMS1 SGPP1 SH2D5 SHANK2 SHC3 SHFL SHISA2 SIPA1L3 SLC15A3 SLC15A4 SLC16A2 SLC16A3 SLC16A7 SLC18B1 SLC1A3 SLC22A4 SLC22A5 SLC25A28 SLC25A36 SLC2A1 SLC2A13 SLC31A2 SLC35F3 SLC37A2 SLC37A3 SLC39A13 SLC44A2 SLC4A4 SLC9A9 SLFN5 SLIT2 SMAD1 SMYD3 SNX21 SNX9 SOAT1 SOCS1 SOCS5 SOD2 SORCS2 SP100 SP140 SP140L SPAG9 SPATS2L SPEF2 SPHK1 SPIN4 SPINK1 SPINK6 SPRED1 SPSB1 SPTLC1 SPTSSA SQOR SQSTM1 SRD5A1 SRPX2 SRXN1 ST3GAL6 STARD4 STAT1 STAT2 STC2 STEAP1 STK39 STK40 STOM STRIP1 STT3B STX3 STX6 STYK1 SUB1 SUGP2 SUSD4 SYNC SYNE1 SYNE3 SYNJ2BP TAB2 TANK TAP1 TAPBP TBC1D19 TBC1D7 TBK1 TCAIM TCF20 TCF4 TCF7 TDRD7 TEKT4 TENT2 TENT5A TFG TFPI2 TGFB3 TGFBI TGFBR2 TGM2 THAP2 THBS1 THEMIS2 THSD1 THUMPD2 TICAM1 TK2 TLE4 TLR2 TLR3 TM2D3 TMC8 TMCC1 TMED10 TMED5 TMEM106B TMEM109 TMEM117 TMEM127 TMEM129 TMEM131 TMEM132A TMEM140 TMEM145 TMEM14C TMEM254 TMEM38B TMEM41B TMEM45A TMEM47 TMEM63B TMEM64 TMEM87A TMEM9B TMTC2 TNC TNFAIP3 TNFAIP8 TNFSF10 TNIK TNKS1BP1 TOR1AIP2 TP53BP2 TPBG TPCN1 TPGS2 TPI1 TPM1 TRAF1 TRANK1 TRIM14 TRIM21 TRIM22 TRIM25 TRIM47 TRIM5 TRIM58 TRIM6 TSC22D2 TSPAN2 TSPAN3 TSPAN8 TSPAN9 TTC13 TTC19 TTC7B TUBB2A TXNDC15 TXNIP TYMP UAP1 UBE2E2 UBE2L6 UBFD1 UBL3 UBP1 UBXN2A UCHL3 USP15 USP18 USP41P USP42 USP6 UST VAMP4 VASN VEGFA VEGFC VEZT VGLL4 VSTM2L WARS1 WASHC4 WBP1L WDFY1 WDR1 WDR26 WDR36 WDR41 WFDC3 WNT4 WWC2 XAF1 XKR8 XRCC4 XRN1 YOD1 YWHAZ ZBTB1 ZBTB34 ZBTB47 ZC3H12C ZC3HAV1 ZCCHC2 ZDHHC21 ZDHHC3 ZFAND2A ZFHX3 ZFHX4 ZFP36L1 ZFP36L2 ZFYVE26 ZHX1 ZMIZ2 ZNF121 ZNF302 ZNF395 ZNF404 ZNF586 ZNF614 ZNF654 ZNF704 ZNFX1 ZSCAN32 NUYTTEN_NIPP1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUYTTEN_NIPP1_TARGETS_DN AAGAB AAMP AASDHPPT ABCA1 ABCC3 ABCG1 ABHD13 ABHD3 ACAA1 ACER3 ACKR3 ACOX1 ACSL3 ACTB ACTG1 ADAM9 ADAT1 ADGRF1 ADGRG1 ADGRG6 ADI1 ADIRF ADORA2B AFG3L1P AGMAT AGR2 AHNAK AIF1L AJUBA AKT1S1 ALDH1A3 ALDH5A1 AMFR AMMECR1 ANAPC16 ANKRD17 ANKRD53 ANLN ANO1 ANO6 ANP32A ANP32E ANPEP ANTXR1 ANTXR2 ANXA3 AP2B1 AP3M1 APH1A APIP APOLD1 ARF4 ARHGAP28 ARHGAP42 ARHGEF16 ARID1A ARL1 ARL6IP6 ARNT ARPP19 ARSJ ARSK ASAP1 ASPH ATF5 ATG13 ATP11B ATP13A3 ATP2A2 ATP2A3 ATP2C2 ATP6V1A ATP6V1G1 ATPAF1 AURKA B3GNT3 B4GALT1 B4GALT6 BAG5 BIK BMP2K BMPR2 BORCS7 BRD4 BRWD1 BTBD3 BTG3 C18orf54 C3orf38 C5 C5orf15 CALB1 CAMK2N1 CAPZA1 CAPZA2 CARD9 CASP3 CASP9 CAST CAV1 CAV2 CBR3 CCDC47 CCDC50 CCDC86 CCDC91 CCND1 CCNG2 CCNJL CCNY CDH11 CDK2AP1 CDK2AP2 CDK6 CDK7 CDKN1C CDKN2C CDS1 CEACAM1 CEACAM6 CEMIP CEP41 CEP97 CERS6 CHPT1 CHRM2 CHRM3 CHRNA5 CILK1 CKB CLINT1 CLOCK CLSPN CMPK1 CMTM4 CMTM6 CNEP1R1 CNTNAP3B COCH COL2A1 CPSF6 CPT1A CREBL2 CRIP1 CRIPT CRK CRTAP CTHRC1 CTSZ CUL3 CUL5 CUX1 CWC27 CWF19L1 CXCL5 CXXC5 CYB5R1 CYP1B1 DAG1 DBNDD2 DCP1A DCP2 DCTPP1 DCXR DDIAS DDR1 DDX39A DENND2A DENR DEPDC1B DHCR24 DHRS3 DHTKD1 DICER1 DIMT1 DIPK2A DLC1 DNAJA1 DOCK11 DOK7 DPM3 DPYSL2 DSTN DUSP5 DYNC2I2 E2F8 ECT2 EEF1AKMT2 EEPD1 EHBP1L1 EHF EHMT2 EIF4G2 EIF5A ELAVL1 ELF3 ELMOD2 ELOC EMC9 ENC1 ENTPD3 ENTPD4 EPAS1 EPB41L4B EPCAM EPHA2 EPHB3 EPHX1 EPN3 ERC1 ERGIC2 ERLIN1 ERLIN2 ERO1A ESAM ESYT2 ETV4 EXOSC2 EXPH5 F2R FAF2 FAIM FAM111B FAM114A1 FAM120A FAM131B FAM20A FAM220A FAM89A FAM89B FBXL3 FBXO21 FBXO5 FER FFAR4 FGFBP1 FGFRL1 FIBP FITM2 FNBP1 FOXA1 FOXM1 FOXN3 FOXQ1 FSCN1 FUBP1 FUCA2 FUT4 FZD4 GABPB2 GALNT10 GALNT2 GALNT3 GALNT4 GALNT7 GBX2 GCAT GCH1 GCHFR GFM1 GGCX GID8 GINS3 GIPC1 GJB2 GK GLI3 GLUD1 GMCL2 GNA11 GNAI1 GNAI2 GNAS GNB5 GOLGA1 GOLGA2 GOLGA3 GOLT1B GPR107 GPR157 GPR161 GPR68 GPRC5A GPRC5B GRHL2 GRK6 GSKIP GTDC1 GTPBP6 H2AX H2AZ2 HDGF HEXIM1 HIPK1 HMGA2 HMGB2 HMGCR HMGN4 HMMR HNRNPA0 HOXA10 HOXA13 HOXB13 HPRT1 HPSE HS3ST5 HSD17B2 HTT HUWE1 IER5L IGF2BP2 IGFBP6 IGSF8 IL17RC IL6R IL6ST IMPA1 IMPA2 INAVA INF2 INHBB IPO5 IQCK IQSEC1 ISYNA1 ITGA3 ITPKA JADE2 JMJD4 JUP KAT2B KAZALD1 KCNJ2 KCNK1 KCNN4 KCTD20 KCTD5 KDELR2 KDSR KEAP1 KHK KIAA0319L KIAA1958 KIAA2013 KIF20A KIF2A KIF4A KLF11 KLF2 KLF5 KLHL5 KMT5A KPNB1 KREMEN2 KRR1 KRT18 KRT18P55 KTN1 LAMA5 LAMC1 LAMP2 LARP4B LBR LCN2 LEPROT LEPROTL1 LHX2 LIMCH1 LIMD2 LMBR1 LMNB1 LOXL4 LPGAT1 LPP LRATD1 LRATD2 LRP10 LRRC14 LRRC58 LRRC8A LSR LTBR LYPLA1 LYRM7 LYSMD3 LZIC MACROH2A1 MAFF MAGED1 MAGT1 MAK16 MAL MALL MALT1 MAN2A1 MAP2K4 MAP3K14 MAP3K2 MAP4K4 MAPK13 MAPK6 MARCHF5 MARCHF6 MBNL2 MBOAT2 MCAM MCFD2 MCM6 MDK MED1 MED30 MEX3D MFSD6 MID1IP1 MIR1915HG MIRLET7BHG MIS18A MISP MKI67 MKNK2 MND1 MPDU1 MTARC1 MTMR9 MUC5AC MXD1 MXI1 MYL6 MYO1C MYO1D N4BP2 NAA15 NACC1 NANOS1 NCBP1 NCEH1 NCOA1 NCOA6 NDFIP2 NEBL NECAP2 NF2 NFATC3 NFYB NGEF NHERF1 NIBAN1 NIPAL3 NKAPD1 NLRP3 NMD3 NMNAT2 NMT2 NNT NOTCH1 NPTX1 NR1D2 NR2F2 NRBF2 NSD2 NSF NT5DC2 NUCKS1 NUDT15 NUDT16L2P NUDT21 NUDT4 NUDT8 NUP160 NUP210 NUP50 OCIAD1 ORAI2 ORC4 ORMDL2 OSBP2 OSBPL11 OSBPL2 OSBPL3 OSGEP OTULINL P4HB PABPC1 PABPC3 PACSIN2 PAK1IP1 PAK2 PAPOLA PAQR8 PARD6G PARP8 PARVA PATZ1 PBX1 PBXIP1 PCDH18 PCDH20 PCGF3 PCMTD1 PCSK9 PDCD10 PDCL PDE4A PDGFB PDIK1L PDXK PDZD8 PECAM1 PEX19 PFAS PHACTR3 PHAX PHC2 PHF19 PHLDA1 PHLDA2 PHLDA3 PHTF1 PIDD1 PINK1 PIP5K1A PIR PJA2 PKD2 PLA2G7 PLCD3 PLCE1 PLCL2 PLCXD1 PLEKHF2 PLP2 PLPP6 PLXND1 PNPLA2 POLA1 POLR2L PPP1CB PPP1R8 PPP2CB PPP2R1B PPP6C PRDX3 PREX1 PRICKLE1 PRKAR1A PRMT2 PRPS1 PRPS1L1 PRPS2 PRPSAP1 PRR11 PRR15 PRRT3 PRTFDC1 PSMD12 PTBP1 PTGES PTN PTTG1IP PUM2 PURB PYCARD PYGB QSOX1 RAB10 RAB18 RAB27A RAB3D RAB4A RAC2 RAD23B RAD51C RAI14 RALBP1 RALGAPA2 RANBP9 RAP2A RAP2C RB1CC1 RBM12 RBM18 RBM3 RBP4 RCAN3 RCC2 RCN1 RDH10 REEP3 REEP4 RGS10 RHOF RIF1 RIOK3 RNF11 RNF13 RNF138 RNF141 ROBO1 ROCK2 ROR1 RPS6KA4 RPS6KA5 RPS6KB1 RRM2 RRP1B RRP7BP RTN4 RUNX1 RYBP S100A10 S100P SAPCD2 SCARA5 SCIN SCOC SCPEP1 SCRN1 SDC1 SDF4 SDR16C5 SEC14L1 SEC16A SEC23A SEC61A1 SEC62 SEL1L SEMA5A SEPHS2 SEPTIN2 SERBP1 SERINC1 SERINC2 SERPINH1 SESN1 SETD7 SFXN1 SGCB SGPP1 SH2B3 SH3BGRL3 SHB SHROOM2 SIKE1 SIX4 SKI SLAIN1 SLAIN2 SLC12A2 SLC12A6 SLC16A1 SLC16A14 SLC16A4 SLC16A9 SLC1A1 SLC20A1 SLC25A24 SLC25A39 SLC25A4 SLC2A4RG SLC35B2 SLC35D2 SLC35E1 SLC35F5 SLC35F6 SLC36A4 SLC37A2 SLC38A2 SLC40A1 SLC43A3 SLC44A1 SLC48A1 SLC4A11 SLC7A1 SLC9A6 SLF1 SLFN11 SLMAP SLPI SMARCA2 SMC1A SMPD1 SMS SMU1 SNAPC1 SNTB2 SNX10 SORBS3 SOX21 SP3 SPAST SPDEF SPINT1 SPINT2 SPRY4 SPRYD7 SPTLC2 SPTSSB SREK1IP1 SRPRA SS18L2 SSB SSPN SSX2IP ST3GAL1 STARD3NL STEAP3 STING1 STK10 STK39 SURF4 SUSD3 SVIP SYK SYNE2 SYNJ2BP TAB3 TACC1 TAPT1 TBL1X TBL1XR1 TBL1Y TBX2 TCEA3 TCF19 TCF3 TCF7L2 TDP2 TENT5C TET1 TFF1 TFF2 TFPI2 TGFB1 TGFB2 TGOLN2 THAP5 TLCD3A TLE5 TM7SF2 TMCC1 TMCO3 TMED10 TMED4 TMED7 TMEM106C TMEM121 TMEM126B TMEM154 TMEM184A TMEM184B TMEM203 TMEM245 TMEM41B TMEM45B TMEM59 TMEM92 TMEM97 TMPO TMPRSS2 TMTC1 TMTC4 TNFAIP8L1 TNS4 TOMM20 TPD52L2 TPRG1L TPRKB TRERF1 TRIM2 TRIM29 TRIM33 TRIM8 TRMT5 TRPC4AP TSPAN5 TSPYL1 TTC38 TTC9C TTYH2 TTYH3 TUBA4A TUBA4B TUBB1 TUBB4A TUBB4B TUBB6 TUBB8 TULP4 TXNIP TYMS UBALD2 UBE2D4 UBE2G2 UBE2M UBE2N UBE2Q2 UBE2W UBR7 UCP2 UGDH UHRF1 ULK1 USF3 USP37 VASH2 VASN VCL VEGFA VMA21 VPS26A VSIG10 VSTM2L WDR37 WDR72 WDR76 WDR93 WFIKKN1 WNT4 WSB2 XIAP XK XPO4 YAF2 YME1L1 YWHAG ZBED1 ZBTB2 ZBTB38 ZCCHC14 ZDHHC17 ZMPSTE24 ZNF106 ZNF302 ZNF326 ZNF367 ZNF473 ZNF503 ZNF518B ZNF639 ZNF702P ZNF706 ZNF71 ZNRF1 ZRANB1 ZYX NUYTTEN_NIPP1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/NUYTTEN_NIPP1_TARGETS_UP ABCC9 ABITRAM ACOT2 ACTG2 ACYP1 ACYP2 ADAMTS13 ADAMTS14 ADAMTS6 ADAT2 ADGRF4 ADSS2 AEBP2 AGO4 AHRR AHSA2P AK5 AKIRIN2 ALG13 ANAPC4 ANKRD30B ANKRD34A ANKRD46 ANXA10 AP1AR AP3S2 APOL2 ARAP2 ARFGEF1 ARFIP1 ARGLU1 ARHGAP12 ARL2BP ARL5B ARL6IP1 ARMC8 ARMCX3 ARPP21 ARV1 ASIC1 ASPHD1 ATF3 ATL2 ATP5MC1 ATP5MC2 ATP6AP1L ATP8B2 AZI2 B4GALT5 BACE1 BAG2 BAG3 BASP1 BATF2 BBS10 BCKDHB BCL10 BCL2A1 BEST3 BEX1 BEX2 BIRC2 BIRC3 BLTP1 BNIP3 BOLA1 BTBD7 C14orf39 C17orf75 C2orf49 C3orf33 C4orf33 C5orf46 C8orf44 CA13 CALCOCO2 CALD1 CAPS2 CARNMT1 CASP1 CASP4 CASP5 CBR4 CCDC117 CCDC126 CCDC138 CCDC167 CCDC191 CCDC59 CCDC88A CCDC9B CCL20 CCN2 CCNT2 CD44 CDC14A CDC23 CDC42SE2 CDH6 CDK17 CDPF1 CELF1 CEP170 CEP19 CEP290 CEP72 CEPT1 CFAP251 CFAP45 CFAP91 CFHR3 CGREF1 CHCHD3 CHD7 CHMP5 CHSY1 CHURC1 CISD2 CLCN5 CLDN1 CLDN14 CLTRN CNIH4 CNN3 CNOT11 CNRIP1 COA6 COL21A1 COL4A2 COL4A6 COMMD8 COPS5 COQ5 COX7C CREM CRLS1 CRYZ CSF2 CSF3 CSTF2 CTSC CUL4B CWH43 CXCL1 CXCL2 CXCL3 CXCL6 CXCL8 CYB5D2 CYP2J2 CYP2R1 DAW1 DAZAP2 DCUN1D4 DCUN1D5 DDX50 DDX60 DDX60L DEPDC4 DET1 DFFB DGKD DHRS2 DHX33 DHX36 DICER1-AS1 DIS3 DISP2 DMAC1 DMTF1 DNAAF10 DNAH14 DNAJB4 DNAL1 DNMT3B DPM3 DPY19L2 DRAM1 DRAM2 DTD2 DTX3 DUSP1 DUSP19 DYNLT3 DZIP3 EBPL EFEMP1 EGLN1 EGR1 EGR2 EIF2AK2 EIF2S1 EIF3D ELL2 ENDOD1 ENOX1 EPGN EPHA3 EPSTI1 ERAP1 ERAP2 ESCO1 ETFDH ETFRF1 ETV5 FABP4 FAM118B FAM135A FAM216A FAM241A FAM3C FAM88B FAR1 FBXO4 FBXO9 FDX1 FERMT2 FGF1 FGF13 FGF5 FHL2 FLRT3 FMC1 FMN2 FRMD5 FSD2 FUT10 FYTTD1 FZD8 G0S2 GABPB2 GAD1 GADD45A GAR1 GATA6 GATAD1 GATD1 GBP2 GBP3 GBP5 GCC2 GCLM GCNA GCNT3 GDPD1 GEM GEMIN2 GFM2 GK5 GLRB GLRX2 GLS GLT8D2 GMFB GNAQ GOLGA4 GOPC GPNMB GPR135 GPR87 GRB10 GSTM3 GTF2E1 GTF2F2 H1-2 H1-4 H2AC1 H2AC12 H2AC21 H2AC25 H2AC6 H2AC7 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC5 H2BC9 H6PD HABP4 HAS2 HERC5 HERPUD2 HESX1 HGS HHIPL2 HIBCH HK2 HMOX1 HOXA4 HOXC8 HS2ST1 HSPA9 IARS1 ID2 IDO1 IFI16 IFI27L1 IFI44 IFI44L IFI6 IFIH1 IFIT5 IFITM1 IL13RA2 IL15 IL1RAP IL22RA1 IMMP2L INHBA INSIG2 ISCA2 ISG15 ISG20 ISL1 ITM2C JAZF1 JPT1 JUN KAT14 KATNAL1 KBTBD8 KCNJ8 KCNMB3 KCTD10 KCTD8 KDM3A KDM4C KIAA0408 KIAA0513 KIAA1191 KICS2 KITLG KLF6 KLHL3 KRR1 KRT34 KRTAP1-5 KRTAP3-1 KRTAP4-7 KTN1-AS1 L3HYPDH L3MBTL1 LAMA1 LAMB3 LAMB4 LAMP3 LAMP5 LAMTOR3 LANCL1 LARP4 LARP6 LGALSL LHFPL2 LHFPL6 LIMA1 LIMK1 LRRC40 LSM11 LTO1 LUC7L3 LYPD6 MACC1 MACIR MAEA MAGEH1 MARCHF4 MARVELD2 MAT2B MATN2 MECOM MED4 MEST METAP1D METTL2B MFAP1 MFSD1 MFSD3 MITD1 MIX23 MLF1 MLLT11 MMAA MMP13 MMP7 MMUT MOB1A MPP7 MRNIP MRPL13 MRPL44 MRPS24 MRPS25 MRPS30 MST1 MT1B MT1E MT1G MT1X MT2A MTRF1 MX1 MX2 N4BP2L2 NAP1L2 NBN NCOA7 NDUFA12 NDUFAF1 NDUFAF7 NDUFB5 NECTIN3 NEMP1 NETO2 NFIA NID2 NIN NIPSNAP2 NMI NMRK1 NMU NOC3L NOTCH2NLA NPNT NPY2R NR4A1 NRBP2 NREP NSUN3 NSUN5P2 NUDT10 NUDT13 NUDT9 NUMB NUP62 OAS1 OAS2 OASL OGDHL OGG1 OGT ONECUT2 OSBPL1A OSTC OSTCP1 OSTM1 OXNAD1 OXSM P4HA1 P4HA2 P4HA3 PAFAH1B1 PAFAH1B2 PARD6B PARP12 PARP14 PARP9 PBX3 PCBD1 PCOLCE2 PCTP PDCD6 PDE6D PDGFC PDK1 PDP1 PEX13 PGM2L1 PHF20L1 PI4K2B PIGF PIGV PIGZ PIP4P2 PITPNB PLA2G4A PLAT PLCD4 PLD1 PLEKHA3 PLEKHA4 PLEKHA8 PLEKHB2 PLOD2 PLSCR1 PMEPA1 PML PNN PNO1 PNPT1 POC1B PODXL POLG2 POLI PPARD PPFIBP1 PPIC PPIL1 PPIL4 PPM1K PPP1R21 PPP3CC PPT2 PRAC1 PRAME PRDM12 PRELID3A PRIM2 PRMT3 PROCR PROS1 PROSER1 PTGFR PTGS2 PTP4A2 PTPN1 PTPN12 PTPN21 PTPRF PTPRM PTPRR PUDP PUS7 PWP1 QKI RAB28 RABGAP1L RASGRP3 RBM25 RBM26 RBM41 RBMS3 RBPJ RBSN RCBTB1 RCCD1 RCN2 REPS2 RGMB RGS2 RGS4 RHCE RIDA RIGI RIOX2 RIPK2 RLIG1 RLN2 RNASEL RNF146 RNF213 RNF7 ROBO4 RPL23AP82 RPN2 RPS6KC1 RSAD2 RSU1 RTP4 RWDD2A SALL4 SAMD13 SAMD4A SAMD9 SAMD9L SAR1A SAT1 SATB2 SCCPDH SCN9A SDAD1 SEC24D SEC31B SECISBP2 SEH1L SEMA3D SEPSECS SERPINB2 SERPINB7 SERPINE1 SERPINI1 SETBP1 SGK1 SH2D5 SH3BGR SH3RF1 SHFL SKA1 SLC15A3 SLC15A4 SLC16A2 SLC18B1 SLC1A3 SLC22A5 SLC25A12 SLC25A27 SLC27A5 SLC31A2 SLC35F2 SLC46A3 SLC4A4 SLFN5 SMNDC1 SMURF2 SNHG8 SNRPD1 SNRPD2 SNRPG SNX9 SP100 SP140 SP140L SPACA6 SPATA17 SPATS2L SPEF2 SPEG SPIN4 SPOCD1 SPTLC1 SPTSSA SRD5A1 SSTR1 ST3GAL6 STAC STAT1 STAT2 STEAP1 STK38L STT3B SUGCT SUPT3H SYNCRIP TAB2 TANC1 TANK TAP1 TATDN1 TATDN3 TBC1D7 TBCE TBPL1 TBRG1 TCAIM TCF12 TCF20 TCF4 TDRD7 TEC TENT2 TGDS TGM2 THAP2 THEMIS2 THSD1 TIMM10B TIMM17A TJP1 TLE4 TM2D1 TM2D3 TMC5 TMC7 TMED5 TMEM106B TMEM107 TMEM109 TMEM127 TMEM129 TMEM132A TMEM140 TMEM158 TMEM187 TMEM254 TMEM42 TMEM45A TMEM47 TMEM64 TMEM80 TMEM9B TMX1 TMX3 TNFAIP3 TNFSF10 TNIK TNRC6B TRAM1L1 TRANK1 TRIM22 TRIM38 TRIM45 TRIM5 TRIM6 TRIP11 TRNT1 TSC1 TSNAX TSPAN2 TSPAN8 TSPYL5 TTC14 TTC7B TXNDC12 UAP1 UBA2 UBA5 UBE2E2 UBP1 UBR1 UFSP2 UNC50 UQCC1 USP36 USP42 USP46 VAMP4 VEGFC VGLL4 VNN1 VPS13B VPS54 WASHC3 WBP1L WBP4 WDR12 WDR35 WDR41 WIPF1 XAF1 XRCC4 XRN1 YEATS2 YOD1 YTHDC2 YWHAZ ZBED10P ZBTB25 ZBTB47 ZC3HAV1 ZC4H2 ZCCHC9 ZDHHC21 ZFYVE26 ZGPAT ZMIZ2 ZNF215 ZNF226 ZNF30 ZNF37A ZNF383 ZNF419 ZNF480 ZNF507 ZNF550 ZNF695 ZNF765 ZNF783 ZNF790 ZNFX1 ZSWIM5 ZUP1 ZYG11B ODONNELL_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_METASTASIS_DN AP1S1 BDH1 CCKAR CHAF1B DLG3 DUT ENSA ETV2 GRK6 HLA-DOB HLF IFT74 ISG20 KRT13 MAPK13 MYCN NOL12 NTRK2 RIBC2 RPL35A SMAD6 TGM3 TTC9 VSNL1 ODONNELL_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_METASTASIS_UP ADCY8 ARHGAP33 ARHGEF7 ATP6V1C1 BAIAP2L2 BASP1 BBC3 BCO1 BCORL1 CA6 CACNB4 CDH6 CEACAM21 CEP164 CIDEC CNNM2 CNPY4 COL2A1 CORO2B DENND2A DRG2 EDA EPPIN ERBB4 FAT1 FGF1 GABRB3 GATA2 GPATCH2L HGH1 HOXC8 IFNA4 INSL5 IQCA1 KCNJ5 KLF12 KSR1 LIM2 MYO1B MYO7A N4BP2L1 NFIA NLRP1 NNAT NPHP4 NR4A1 NXPH3 ONECUT1 OPRK1 PCDHB6 PDE6A PIK3R5 PKD1 PLCB4 PMP2 PRKN PSG2 PSG6 PTCH2 PVR RAI1 RAPGEF1 RHPN1-AS1 RPH3AL SBNO2 SEZ6L SHANK2 SLC22A2 SOX10 STARD13 TDRD1 THSD1 TLL2 TMEM143 XIST ZMYND8 ODONNELL_TARGETS_OF_MYC_AND_TFRC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_TARGETS_OF_MYC_AND_TFRC_DN ACACA ARHGAP11A AURKA AURKB BIRC5 BRCA2 BUB1B C4orf46 CCNA2 CCNB1 CD151 CDC20 CDC6 CDK1 CENPF CHAF1A CKS1B DBF4 DEPDC1 DEPDC1B DNA2 ERCC6L FAM181B FAM72C FOXM1 FUS G3BP1 HELLS HSPH1 KBTBD8 LIN28B LRRC58 MND1 MYBL2 NSD2 PLK4 POLE2 RAD1 RANBP1 SCD SNHG26 SPC25 TFRC TMEM107 TOP2A TOX4 ODONNELL_TARGETS_OF_MYC_AND_TFRC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_TARGETS_OF_MYC_AND_TFRC_UP ABAT AK1 ALDH2 ALOX5 ANXA4 APCDD1 BTNL9 C1RL CD27 CD37 CD44 CD69 CD72 CREBRF CX3CR1 DAPK2 F11R FCMR FCRL4 FUT6 GLIPR1 GRM7 GSDMB HLA-DOB HLA-DQA1 HLA-DQB1 HSD11B1-AS1 ID2 IDS IGHA1 IKBKB IL13RA1 IL4R ITGAM JUN KLF6 KLK1 LCP2 LGALS9 LLGL2 LMO2 LYZ MPEG1 MR1 MXD4 MYO1G NEAT1 NRCAM PDE4B PLAAT4 PLCXD2 POLD4 PTAFR PTGS1 PYHIN1 RCBTB2 RGS1 RTF2 SAT1 SATB1 SCARA5 SLC2A3 SORBS2 STK17B SYT17 SYTL1 TENT5C TMEM156 TNFRSF14 TP53INP1 TRIM22 TSC22D3 TXNIP UBE2H UBR5-DT UCP2 YPEL2 YPEL5 ZBED2 ZBP1 ZMAT3 ZNF594 ZNF91 ODONNELL_TFRC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_TFRC_TARGETS_DN ACACA ACVR2B ANKRD50 ANLN APBB1 ARHGAP11A ASPM AURKA AURKB B4GALNT3 BIRC5 BPTF BRCA2 BUB1 BUB1B C4orf46 CASP14 CCDC148 CCNA2 CCNB1 CD151 CDC20 CDC6 CDK1 CDKN3 CENPA CENPE CENPF CEP55 CFL2 CHAF1A CKAP2L CKS1B CPNE6 DBF4 DCP2 DEPDC1 DEPDC1B DIAPH3 DLEU2 DLGAP5 DNA2 DSCAM ECT2 ERCC6L FAM181B FAM72C FAM83D FANCD2 FAP FBXL20 FBXO5 FETUB FGF22 FKBP5 FOXM1 FUS G3BP1 GALT GINS3 GNAQ GTSE1 H3C7 H4C12 HELLS HMMR HSPH1 ITPRID1 KBTBD8 KCNA1 KIF11 KIF14 KIF20A KIF4A KRT35 LIN28B LINC01010 LOC105379499 LRRC58 MAP4K2 MEX3C MIR3939 MIR4435-2HG MKI67 MND1 MON2 MYBL2 NCAPH NDC80 NFIA NPNT NRTN NSD2 NUP50 PCBP1-AS1 PLK1 PLK4 POLE2 PRC1 PRKCQ-AS1 RAD1 RAD54B RANBP1 RIF1 RRM2 RTP1 SAMM50 SCD SETMAR SGO2 SHCBP1 SIX3 SLC12A1 SMYD3-IT1 SNHG26 SPC25 SURF1 TACC3 TADA2A TAF5 TBC1D8-AS1 TCEAL3 TFRC TMEM107 TNRC6A TOP2A TOX4 TP63 TSBP1 TTC9B TTK TUBD1 U2 USP29 VSNL1 XAGE3 ZBTB6 ZFAND4 ZNF628-DT ODONNELL_TFRC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ODONNELL_TFRC_TARGETS_UP AAK1 ABAT ABCB9 ABCC3 ACACB ADAMTS1 ADGRA2 ADGRD2 ADIRF AK1 ALDH2 ALDOB ALOX5 ANXA4 ANXA8 AP3B2 APCDD1 APOBEC3F APOBEC3G AQP2 ARPP21 ARRB1 ARSD ART4 ASS1 ATP2B3 ATP2C2-AS1 AVPR2 BBC3 BBOF1 BICDL1 BIN1 BIRC7 BNIPL BTD BTG1 BTNL9 C15orf62 C1QTNF1-AS1 C1RL C3orf52 C4orf3 CA10 CACNA1A CADM4 CALD1 CAMTA1 CAPN13 CAPS CARMIL3 CASC15 CASP10 CASP3 CASS4 CCDC13 CCL28 CCNYL2 CCR5 CD27 CD37 CD44 CD69 CD7 CD72 CDC14A CDC42EP3 CDKN1A CELA1 CFAP47 CFAP53 CHIC1 CIMIP4 CLDN1 CMBL COL2A1 CP CREBRF CSRNP1 CTBP1 CTC1 CX3CR1 CYP19A1 CYP4F2 DAPK2 DCANP1 DCBLD2 DEPP1 DGKA DLX2 DNAJC4 DOCK9-DT DPYSL5 DSPP DUOXA2 DUSP1 DYNC1I1 EGFLAM-AS2 EHMT2-AS1 EIF1 EIF4A1 EML2 ENPP2 ENSG00000225050 ENSG00000250230 ENSG00000261095 ENSG00000267665 ENSG00000269289 ENSG00000291156 EP400 EPS8L1 EXOC3-AS1 F11R FAM153A FAM167A-AS1 FAM20C FAM226B FAM83E FAS FAXDC2 FBXL19-AS1 FBXO44 FCMR FCRL4 FDXR FER1L4 FER1L5 FHL2 FLT4 FOXE1 FTH1 FUT6 GABRA6 GADD45A GADD45B GALNT13 GATA4 GCH1 GDF2 GLIPR1 GLULP4 GP6 GPATCH2L GPR85 GPSM1 GRIK2 GRM7 GSDMB GUCA1C H2AC25 HAGHL HAX1 HBS1L HIPK2 HLA-DOB HLA-DQA1 HLA-DQB1 HMCN2 HOXB1 HOXB13 HOXB9 HOXC8 HPGD HS1BP3 HS3ST5 HSD11B1-AS1 HSPB9 ICA1L ID2 IDNK IDS IFRD1 IGFN1 IGHA1 IGHE IGSF3 IKBKB IL13RA1 IL21 IL4R IL5 IL7 INPP4B IQCF5 ITGAM JSRP1 JUN JUNB KCNH6 KCNIP2-AS1 KIF19 KLF10 KLF6 KLHL22 KLK1 KRAS KREMEN1 KRT18P27 LAMA5-AS1 LCP2 LGALS9 LILRA5 LILRB3 LINC00092 LINC00520 LINC00550 LINC00642 LINC00824 LINC00857 LINC00929 LINC00951 LINC00964 LINC01148 LINC01304 LINC01649 LINC02019 LINC02114 LINC02239 LINC02352 LINC02478 LINC02532 LINC02549 LINC02941 LINC03013 LINC03095 LLGL2 LMO2 LNCARSR LRP6 LRRC71 LRRD1 LTBR LY6G5C LYZ MACROH2A2 MALAT1 MAOA MAP3K12 MIR101-2 MIR133A1 MIR214 MIR22HG MIR34AHG MNX1-AS1 MON2-AS1 MPDZ MPEG1 MR1 MTCO2P34 MTNR1A MXD1 MXD4 MYH1 MYH14 MYLIP MYLK MYO1G MYO5B MYO7A NACA NEAT1 NFIB NHIP NHLH2 NHSL1 NID1 NIPAL2 NOMO2 NR4A3 NRCAM NRG2 OFD1 OR5V1 ORM1 OSBPL5 PABPC1 PADI4 PAK5 PALLD PAPPA PCDH11X PCDHA9 PCDHB12 PCYT1B PDE4B PDXP-DT PER3 PHTF2 PIERCE2 PIK3CA-DT PIM1 PLAAT4 PLAC9 PLCXD2 PLEKHG4B PLEKHH1 PLIN5 PLK2 PLXDC1 PMS2P4 POC1B-AS1 POLD4 POU3F1 PPIC PPP1R15A PPP1R2C PRELID2 PRKAA2 PRKD2 PRKG2 PRM1 PSORS1C2 PTAFR PTCRA PTGER3 PTGS1 PTPRS PURPL PYCARD-AS1 PYHIN1 RAB1A RAB3GAP2 RAB4A-AS1 RAG2 RBBP6 RBM43 RCBTB2 RGS1 RGS2 RHEB RNF144B RNF157-AS1 RNF39 RORA-AS1 RORB RPL23AP7 RRAD RTF2 RTKN S100A7A SAMD4A SAT1 SATB1 SCARA5 SCIN SEMA6A SERPINA1 SERPINA9 SESN1 SESN2 SGK1 SH3D21 SHANK1 SHE SIK1 SIPA1L3 SIX1 SLAMF6 SLAMF8 SLC10A1 SLC22A23 SLC2A12 SLC2A3 SLC6A19 SORBS2 SP5 SPOCD1 SQSTM1 STK17B STXBP6 SV2C SYNE1 SYT17 SYTL1 TALAM1 TENT5C TFAP2C TFPI THAP10 THBS1 THBS1-IT1 TIAM1 TJP3 TM7SF3 TMEM132D-AS1 TMEM156 TMEM171 TMEM202-AS1 TMT1A TNFAIP6 TNFRSF10D TNFRSF14 TNFSF9 TNP2 TOR1AIP2 TOX TP53INP1 TP53TG1 TPCN1 TPM3 TPPP2 TRAV24 TRAV40 TRIM16 TRIM22 TRIM8 TRPM5 TSC22D1 TSC22D3 TSGA10 TTC12-DT TTC39A TXNIP UBE2F UBE2H UBE2V2 UBR5-DT UCP2 ULBP3 UNC13D VNN1 VRK3 WDR59 WIPI1 WNT9A XCL1 YPEL2 YPEL5 ZBED2 ZBP1 ZBTB20 ZFP36L1 ZMAT3 ZMYND10 ZNF155 ZNF264 ZNF286A ZNF396 ZNF451 ZNF524 ZNF594 ZNF727 ZNF91 ZSWIM2 OHASHI_AURKA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHASHI_AURKA_TARGETS CDC25B CENPA DLGAP5 MBD3 TP53 OHASHI_AURKB_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHASHI_AURKB_TARGETS AURKB CENPA DES H3C15 INCENP KIF2C RACGAP1 VIM OHGUCHI_LIVER_HNF4A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHGUCHI_LIVER_HNF4A_TARGETS_DN AADAC AADAT ABAT ABCC6 ACP5 ACSM1 ADH4 ADRA1B AGMAT ALAS2 ALDH8A1 APOA4 APOC2 APOM AQP11 AQP8 ARHGAP9 ASGR1 ASPDH B3GALT1 BAAT BBOX1 BDH1 C4BPA C6 C8A C8B C8G C9 CA5A CCL15 CEACAM1 CES1 CES2 CES3 CFHR1 CFI CIDEB CLDN1 CLDN2 CMAHP CPN2 CTSH CYP2A6 CYP2C23P CYP2D6 CYP2F1 CYP2U1 CYP4A22 CYP4V2 CYP7B1 CYP8B1 DDC DEGS1 DIO1 EGFR ELOVL3 ENHO ENPP3 ENTPD8 ERBB3 ETHE1 F11 F12 F13B FAAH FABP2 FAM107B FITM1 GCGR GCHFR GJB2 GLYAT HAAO HAO1 HAVCR1 HEBP1 HRG HSD17B2 HSD3B1 HSD3B2 HSD3B7 HYKK IL1RAP INSC IYD KCNN2 KMO KYAT1 LIFR LIPC MASP1 MBL1P MBL2 MCM10 MFSD2A MFSD4B MIR22HG MPDZ MTTP NAT8B NLRP12 NLRP6 NOX4 NR1I3 NUDT7 OTC PCYT2 PDZK1 PERP PGLYRP2 PLA2G12B PNPLA7 PRKD3 PRODH2 PROZ PXDC1 PZP QPRT RARRES1 RARRES2 RDH16 RDH5 S100A10 SAA4 SARDH SC5D SDR9C7 SERPINA1 SERPINA12 SERPINA3 SERPINF1 SHLD2 SHMT2 SLC17A3 SLC22A25 SLC22A7 SLC23A1 SLC27A5 SLC30A10 SLC3A1 SLC45A3 SLC47A1 SLCO1A2 SLCO2B1 SMLR1 SOAT2 SPATA2L SPP2 SRD5A1 SUCNR1 SULT1B1 SULT2A1 TFPI2 TFR2 THEM7P TIMELESS TKFC TMC7 TMEM30B TNFAIP8L1 TPMT TTC39C UGT2A3 UGT2B17 UGT2B28 UGT3A2 VWCE WFDC21P XYLB ZFAND4 OHGUCHI_LIVER_HNF4A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHGUCHI_LIVER_HNF4A_TARGETS_UP ABCB1 ABCD2 ACOT1 ACOT2 ANXA13 CA3 CD36 CPT1B CTSE CYP2B6 CYP39A1 DDR1 DEFB1 DRAM1 ELAPOR1 ELOVL7 EMP2 FMO3 GADD45B GSN GSTM1 HAO2 HSPA2 IFI44 IL1RN LEPR LYSMD2 NRG4 PCP4L1 PDK4 PROM1 PSAT1 QPCT RAB27A RAD51B RCAN2 REN SERPINA7 SLC16A7 SLC22A9 SLC25A4 SLC27A1 SLC2A4 SLC44A3 SMPX SULT1E1 SULT2A1 TXNIP USP18 VLDLR OHM_EMBRYONIC_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHM_EMBRYONIC_CARCINOMA_DN CDKN2A CDKN2B RARB RBP1 SFRP4 SFRP5 TIMP3 TP73 OHM_EMBRYONIC_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHM_EMBRYONIC_CARCINOMA_UP BRCA1 CDH1 DAPK1 GSTP1 SFRP1 SFRP2 OHM_METHYLATED_IN_ADULT_CANCERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OHM_METHYLATED_IN_ADULT_CANCERS BRCA1 CCND1 CDH1 CDKN2A CDKN2B DAPK1 ESR1 FANCF FHIT GATA4 GATA5 GSTP1 HIC1 MGMT MLH1 PYCARD RARB RASSF1 RBP1 SFRP1 SFRP2 SFRP4 SFRP5 SOCS1 THBS1 TIMP3 TP73 OISHI_CHOLANGIOMA_STEM_CELL_LIKE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OISHI_CHOLANGIOMA_STEM_CELL_LIKE_DN ABI3BP ACSL5 ACTA2 ADAM23 ADAM8 ADAMTS2 ADGRA2 ADRA1A AEBP1 AGR2 AHR ALDH2 ALOX5 ANG ANGPTL2 AOC3 AQP9 ARHGAP10 ARHGAP17 ARHGAP26 ARL4A ARRB1 ATOSB ATP2A3 ATP8B2 BACH1 BCAS1 BCL2L14 BDH1 BGN BMP1 BNC2 BNIP3L BST1 CACNA2D1 CAVIN3 CCDC69 CCL18 CCN2 CCZ1 CD164 CD82 CDA CDC42EP2 CDH17 CDYL CEP170B CHPF CIB1 CITED2 CLEC2B CLIC3 CNN2 CNTNAP1 COL3A1 COL5A1 COL5A2 COL6A2 CR1 CREB3L1 CRYBG1 CTBS CTSE CYP1B1 CYP4F12 CYP4F3 DDIT4 DDR2 DEPP1 DGKA DKK1 DKK3 DVL1 ECE1 ECM1 EFEMP1 EFEMP2 EFHD2 EFNB1 ELK3 EMILIN1 EMP1 EMP3 EPHA2 ETNPPL ETV7 FABP1 FAP FBN1 FBXW7 FER1L4 FKBP10 FMO2 FUT2 FUT8 FXYD3 GAS1 GATA6 GEM GNA15 GPRC5A GRIN2D GSTP1 GTF3A H1-3 HECA HK2 HOPX HPGD HSPG2 ICAM2 IER5 IFI27 IFNGR1 IFNGR2 IGF2BP2 IGF2BP3 IL2RG INF2 INPP1 INTS11 IRAK3 IRF2 ITGB6 KCNE4 KCNMB4 KCNN4 KLF5 KMT5AP1 KSR1 LCK LIMA1 LRP1 LRRC32 LSP1 LTBP4 LY75 LYZ MALL MANSC1 MAP3K5 MAPK3 MAPRE2 MARCKSL1 MFAP2 MGAM2 MGAT3 MISP MLXIP MMP14 MMP28 MOXD1 MSC MT1G MT1X MT2A MTHFD2 MTMR11 MUC1 MUC5B MX2 MXRA8 MYB MYD88 MYL9 NAB1 NCOR2 NDRG1 NET1 NIBAN1 NOVA2 NPDC1 NRP2 NUCB2 PACRG PALLD PAPSS2 PAQR3 PCK2 PDLIM3 PDLIM4 PDZRN3 PEG10 PELI2 PEX14 PHYHIP PIK3C2G PLA2R1 PLAC8 PLEKHM2 PLTP PMP22 PRKCD PROCR PRSS12 PRSS3 PTGIS PTGS2 PTK2B PTPRR QPCT RAB31 RAPGEFL1 RARB RARRES1 RASL11B RBMS1 RCN1 RCN3 RHOBTB1 RHOF RIN2 RNF19B ROR2 RPP25 RPS6KA1 RRAS SDF4 SEC24D SELENOW SEMA3A SEMA7A SEPTIN11 SEPTIN9 SERPINB1 SGCA SGCE SIPA1 SLC2A5 SLC44A4 SMPDL3B SNCA SORD SPAG4 SPINK1 STX11 SULT1B1 SULT1E1 SV2A SYK SYTL2 TAGLN TCF21 TGFB1I1 THBS2 TIMP1 TM4SF5 TMBIM1 TMC6 TMC7 TMEM47 TOX3 TPK1 TPM2 TPSAB1 TRAF3IP2 TRAM2 TRIM31 TRPV2 TSEN34 TSPAN1 TSPAN13 TWF2 UNC5C VASP VCAM1 VDR VEGFC VILL XPNPEP1 ZBTB48 ZDHHC3 ZFP36L1 ZFPM2 OISHI_CHOLANGIOMA_STEM_CELL_LIKE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OISHI_CHOLANGIOMA_STEM_CELL_LIKE_UP AAK1 AASDHPPT AATF ABCC4 ABI2 ACO2 AGT AHCTF1 ALCAM ALDH1B1 ALDH3A2 ANGEL2 ANKEF1 ANXA9 APCS APTX AQP4 ARHGAP29 ARL17A ARMCX5 ASB1 ATP13A3 ATP5MG BCOR BCS1L BMPR1A BPGM BPHL BYSL C6orf62 CAMSAP2 CAV2 CBLL1 CDC42EP1 CERS2 CHML CLASP1 COG2 COX10 CREB5 CRK CRP CRYAB CRYZ CSNK2A1 CSTF1 CTPS1 CUL5 DDX10 DEDD DEPDC5 DGCR2 DGCR5 DHX9 DLAT DNPH1 DRC3 DUSP3 DYRK3 ECD EFCAB11 EFCAB2 EHMT2 EIF2D EIF4ENIF1 ELAC1 ELK4 ENAH EPRS1 EVC FAM53C FARP1 FASTKD5 FBXO17 FBXO28 FBXO9 FBXW11 FGF1 FGFR4 FH FRMD4A FXR2 FXYD2 GABBR1 GAL3ST1 GALNT11 GCC1 GCNT4 GEMIN4 GGPS1 GMNN GON4L GOT1 GPATCH2 GPR137B GPR75 H3C6 HABP2 HEATR1 HKDC1 HNF1B HNRNPU HOOK1 IARS2 ICE1 IL11RA IL17RB IMPACT IMPG2 INTS7 ITIH5 ITPA KANK1 KCTD3 KIFAP3 KLHL12 KLHL20 KLHL22 LAMP2 LANCL1 LARS1 LBR LCMT2 LPGAT1 LRRC37A4P MAN2A1 MAOB MCCC1 MDM4 MED17 MED20 MED31 MED7 MEGF8 METTL18 MIEF1 MKKS MLH3 MORC2 MPC2 MRM3 MRPL2 MRPL24 MRPL35 MRPL46 MRPS14 MRPS16 MRPS30 MRS2 MTERF4 MTR MZF1 NAXE NDUFA10 NDUFA2 NDUFAF1 NDUFAF5 NDUFB2 NDUFS2 NECTIN3 NF2 NFS1 NNT NOL12 NRSN2 NUDCD3 NUP133 NUP153 NVL ODR4 OGFOD1 ONECUT1 PARP1 PATZ1 PBX3 PCBD1 PCCA PCNX2 PDGFD PDZK1 PEX19 PGBD5 PHGDH PIAS2 PIGC PIP5K1A PMM1 PMS2 PMS2P2 PMS2P4 POGK POGZ POLR1C POLR2F PPARGC1A PPM1B PPOX PPP2R3A PRCC PREPL PRKAA2 PRLR PROX1 PRPF3 PRR3 PSEN2 PSG4 PSMB6 PTPRF PTS PUS3 RAB28 RAB3GAP2 RAB4A RABL2B RANGAP1 RBBP5 RBM34 RBM7 RCOR3 RMND5B RNF130 RNF14 RNF19A RNF5 RO60 RPS6KC1 RRH RRP15 SAYSD1 SCAMP3 SCNM1 SCTR SCYL3 SDHC SDHD SEH1L SERPINA6 SETDB1 SFT2D2 SLC13A1 SLC22A5 SLC25A23 SLC25A44 SLC30A9 SLC38A1 SLC6A16 SMAD2 SMG5 SMG7 SMIM7 SMYD2 SNRPE SNRPN SPP1 SPTBN5 SPTSSA SRP9 SRPK2 SSR2 SUCO SUPV3L1 SYNGR1 TAF5L TBC1D16 TBC1D19 TBC1D8 TCTA TFB2M TGFB2 THAP1 TIMM17A TIMM22 TIMM23 TIMM44 TIMM8A TM4SF4 TMCO1 TMEM183A TMEM209 TOM1L2 TOMM20 TOMM22 TOP3B TOPORS TOR1AIP1 TP53 TRAPPC4 TRIM26 TRIM32 TRIM52 TRMT1L TUT4 UBAP2 UBAP2L UCHL5 UFC1 UTP25 VCPIP1 VN1R1 VPS72 WARS2 WDR12 WDR26 WDR3 XPNPEP3 YIPF3 YPEL1 YTHDC2 ZBTB18 ZBTB20 ZBTB33 ZC3H7B ZHX3 ZKSCAN5 ZNF124 ZNF134 ZNF146 ZNF155 ZNF177 ZNF20 ZNF202 ZNF212 ZNF222 ZNF224 ZNF225 ZNF226 ZNF232 ZNF264 ZNF304 ZNF322 ZNF350 ZNF432 ZNF45 ZNF451 ZNF473 ZNF480 ZNF507 ZNF550 ZNF562 ZNF587 ZNF623 ZNF669 ZNF672 ZNF692 ZNF749 ZSCAN16 ZSCAN2 ZSCAN9 OKAWA_NEUROBLASTOMA_1P36_31_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OKAWA_NEUROBLASTOMA_1P36_31_DELETION ACOT7 AJAP1 CAMTA1 CHD5 DNAJC11 ESPN GPR153 HES2 HES3 ICMT KCNAB2 KLHL21 NOL9 NPHP4 PHF13 PLEKHG5 RNF207 RPL22 TAS1R1 THAP3 TNFRSF25 ZBTB48 OKUMURA_INFLAMMATORY_RESPONSE_LPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OKUMURA_INFLAMMATORY_RESPONSE_LPS ABCE1 ACSL1 ADAP1 ADIPOR2 AGT AIRIM AKT3 ALCAM ALG9 AMACR APOL2 ARG2 ATF5 BAALC BCL2L11 BIRC3 CA1 CA12 CCDC33 CCHCR1 CCL1 CCL5 CCL8 CCNB2 CCR7 CD200 CEBPD CENPS CEP135 CHST1 CHST7 CITED2 CLGN CLIP1 CXCL8 CYB5A DHRS2 DNAJC16 DNAJC6 DOCK10 DSE EIF1AX ENSG00000241345 ETV5 FA2H FCGR2A FKBP1A FOXC1 FOXD1-AS1 FOXO4 FSCN1 FZD3 FZD6 GALNT12 GCKR GDF11 GSAP GULP1 HAMP HEATR3 IGFBP5 IL18RAP IL1RL1 IL27RA IL5 ISCA1 JAK2 KCTD3 LETM1 LINC01482 MAOA MARCKS MARCKSL1 MAST4 ME1 MED15 MIR9-1HG MSH4 MSL3 MSX2 MTF2 MTM1 N6AMT1 NAP1L1 NCKIPSD NCOA3 NFAT5 NFE2L3 NIBAN1 NOP16 NUP58 NXN OLR1 OPTN ORAI2 ORC6 PAM PDXK PDZD2 PELP1 PEX12 PGAP4 PILRB PKMYT1 PLPP3 POLH POLR1F PPIF PRSS22 PTGER3 PTGER4 PTMAP1 PTPRK RAB31 RAB38 RAB9A RAPGEF6 RASGRP1 RCHY1 REL RELB RGL1 RGS9 RPS21 RUNX1 RUNX2 SCD5 SCN9A SDC4 SDHAF3 SEC63 SGPL1 SH3BP5 SIK2 SIRPAP1 SKIL SLC11A2 SLC27A2 SLC4A7 SLC7A11 SMAD3 SMC3 SOX17 SOX4 SPAG1 SPAG11B SPHK1 STAT5A TCF20 TFDP2 THBS1 THOC1 TLE1 TLR1 TMEM123 TMEM30B TMEM80 TNFAIP3 TNFRSF8 TNFSF4 TNIP1 TNIP2 TNS3 TRAF3 TSFM TSN TSR1 TTBK2 TTC27 UBE2B UBE2NL VCPKMT VDR WT1 WWC2 XK ZC2HC1A ZFPM2 ZNF140 ZNF571 ZNF639 ZNF813 OLSSON_E2F3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OLSSON_E2F3_TARGETS_DN BAIAP2L1 CAV2 CDK1 CXCL1 E2F3 FST H1-2 H2AC25 H3C4 H3C6 H4C2 IGF2 INHBA KRT80 LBR LPL MAD2L1 MAL2 MT1B MT1F MT1H MT1X MYBL2 NAPA-AS1 NFKBIA NUCKS1 PCNA PLK1 PTMA PTTG1 RRM2 TAF6L THBD THBS1 THTPA TIMP3 TPX2 USP32 VIM OLSSON_E2F3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OLSSON_E2F3_TARGETS_UP AKNA AKR1C1 AKR1C3 C1orf198 CA12 CASP7 CCL20 DAG1 ECE1 ECHDC2 EEIG1 ELF3 L3MBTL4 LAMA4 MALAT1 NECTIN1 NSFL1C PTGER3 S100A8 SERPINH1 SMG6 TENT5A TM9SF2 TMPRSS4 TNFAIP2 WFDC2 ONDER_CDH1_SIGNALING_VIA_CTNNB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_SIGNALING_VIA_CTNNB1 ACKR1 ACTA2 ADRB2 AGTR1 ANOS1 AOX1 ARHGAP22 BEX4 BGN BIN1 BIRC3 C3 CADM3 CCNG2 CD82 CD83 CDH11 COL1A2 COL6A3 CREB3L1 CREG1 CXADR CXCL1 CXCL2 CXCL8 DOCK10 EFNA1 EPAS1 EPB41L4B EPHB2 ERMP1 FBLN5 FBN1 FERMT2 FZD3 GALNT10 GREM1 ICAM1 IFIH1 IGFBP3 IGFBP7 IL17RC KCNJ6 KCNMA1 KDELR3 LMCD1 LTBP1 LTBP2 MAGEH1 MAP1B MFAP2 MICAL2 MIOS MLPH MMP19 MYL9 MYO1B NDRG1 NREP NUPR1 PELI1 PODXL POSTN PPL PRRX1 PRUNE2 SAA1 SCG5 SCNN1A SEMA3C SERPINE1 SLC46A3 SORL1 SOX9 SPOCK1 STC2 SYBU TAGLN TFRC TNFAIP3 TPM1 TRBC2 TSPAN13 VCAN ONDER_CDH1_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_1_DN ADAMTS1 ADGRE2 ALG13 ANO1 ARHGAP25 ARL4C ATP12A ATP13A3 B3GALNT1 B3GNT2 BCLAF1 BRCA2 BRIP1 C12orf4 C1orf116 CALM1 CANX CASP8 CBFB CCNE2 CDC27 CDC6 CEACAM6 CEMIP2 CHRNA5 CRCT1 CSF2 CSF3 CWH43 CXCL1 CXCL2 CXCL3 CXCL8 CYB5R2 DCBLD2 DDX18 DDX3X DDX52 DEPP1 DHX9 DKK1 DNAJA1 DSC2 DUSP6 EDN1 EHF EIF4G1 EIF5 EML4 ENC1 EPN3 ETS1 EXOSC2 FBXO9 FEN1 FOSL1 FST G3BP1 G3BP2 GLIPR1 GPRC5A H4C3 HBEGF HCCS HMGCS1 HNRNPM HNRNPU HS3ST2 HSPA8 HSPH1 IFIT5 IGFBP3 IL1B IL1R2 IL36G IL6ST IL7R ILF3 IMP3 IVL JAG1 KIF5B KLF10 KLK10 KLK11 KLK7 KRT13 KRT15 KRT34 KRT8 LARP4 LCMT2 LCN2 LGALS8 MAP4 MAX MCM10 MCM4 MEST METAP2 MFAP5 MIR22HG MMP10 MPHOSPH8 MTARC1 MYO5C NAP1L1 NAV3 NCBP1 NUP50 NUP98 OSMR P2RY2 PAFAH1B1 PHTF2 PI3 PNO1 POGLUT1 POP1 PPP2R1B PRRC2C PTGS2 PTHLH RBM12 RFWD3 RIOX1 RNFT1 RRS1 S100A7 SCEL SCYL2 SEPTIN11 SERPINB1 SERPINB13 SERPINB2 SERPINB8 SETMAR SFPQ SKP2 SLC16A1 SLC43A3 SMARCC1 SOX9 SP100 SPAG1 SPRR2A SRSF2 SRSF3 ST6GALNAC5 STARD13 SUB1 SYNCRIP TGFA TIPIN TMPO TMPRSS11E TMX1 TOE1 TOR1AIP1 TP63 TSEN2 UGCG UMPS UTP14A UTP14C UTP20 VGLL1 WTAP ZMPSTE24 ZNF365 ONDER_CDH1_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_1_UP ABCG1 ABHD4 AKR1B10 AKR1C1 AKR1C3 ALDH6A1 ALOX15B ANG APOE ASNS ATF3 BBLN BCL6 BHLHE41 BLNK BTG2 BTN3A3 C1QL1 CADM4 CALML4 CCNA1 CD44 CD55 CD70 CDKN1B CELSR2 CEP152 CHAC1 CPT1B CRELD1 CRIP2 CSRP2 CTH CTTN CYP1B1 CYP4F11 CYP4F3 DBP DIDO1 DLGAP4 DNAJB9 EFEMP2 EFS EGFR EML2 EPHB3 EPHX1 FAM117A FBN2 FBXO2 FTL GABARAPL1 GCLC GDF15 GFPT1 GID4 GOLGA2 GPC1 GPX3 GUSBP14 H1-10 HCFC1R1 HCP5 HERC1 HSPA13 IGFBP2 IL15 IL1RAP INPP5D KCNMA1 KDELR3 KHNYN KLF9 KLHL24 LAPTM5 LEPR LGALS7 LHX6 LINC00115 LRP5 LTB MAGED1 MAGED2 MDM2 METTL25B MIR3648-1 MMP28 MST1 N4BP2L2 NINJ1 NR1D1 NR1D2 NUPR1 OBSL1 P3H1 PAMR1 PAN2 PCK2 PDE4DIP PER1 PER2 PGM3 PHGDH PIDD1 PNRC1 PPFIBP1 PRKAG2 PRKCA PRSS16 PRSS8 PSEN2 PTGS1 RRAS SEC24D SEMA3F SENP6 SLC39A7 STC2 TCEA2 TGFB1 THEMIS2 THSD4 TMEM187 TMEM214 TMT1A TP53TG1 TSC22D3 TXNIP WIPI1 YIPF2 ZBTB16 ZMAT3 ZMYM2 ZNF184 ZNF226 ZNF451 ZNF516 ZNF750 ZP3 ONDER_CDH1_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_2_DN ABCA12 ABCG2 ABLIM1 ADAM8 ADGRA3 ADGRE2 ADGRG1 ADGRL2 ADIRF ADRB2 ADTRP AGRN AJAP1 AKAP1 AKR1C1 ALDH1A3 ALOX15B ALS2CL AMPD3 ANK3 ANO1 ANXA3 ANXA8 AP1M2 APOC1 AQP3 ARAP2 AREG ARG2 ARHGAP25 ARHGAP8 ARHGDIB ARHGEF3 ARHGEF4 ARHGEF5 ARL4C ARTN ATP12A ATP2B4 B3GNT3 B4GALT4 BACE2 BDKRB2 BHLHE41 BIK BIRC3 BMP2 C1orf116 C3 CA12 CA2 CA9 CADM1 CAMK2B CAMK2N1 CASP1 CBLC CCL20 CCN6 CCNA1 CCND2 CCNG2 CD1D CD24 CD24P2 CD24P4 CD44 CD55 CD82 CD83 CD9 CDCP1 CDH1 CDH3 CDK5R1 CDS1 CEACAM1 CEACAM6 CELSR1 CELSR2 CKMT1B CLCA2 CLDN1 CLDN4 CLDN7 CLIP4 CNTN1 CNTNAP2 COBLL1 COL17A1 CORO1A CORO2A CRCT1 CREG1 CRYBG1 CSF2 CSF3 CST6 CSTA CTSC CTSH CTSV CWH43 CXADR CXCL1 CXCL2 CXCL3 CXCL8 CYB561 CYB5R1 CYB5R2 CYP1A1 CYP27B1 CYP4F11 DAPP1 DDR1 DDX60 DEPP1 DHRS1 DIPK1A DMD DSC2 DSC3 DSCAM DSG2 DSG3 DSP DST DUOX1 DUSP10 DUSP6 EDN1 EFNA1 EHF ELMO3 EPAS1 EPB41L4B EPCAM EPHA1 EPN3 EPS8L1 EPS8L2 ERBB3 EREG ERMP1 ERVMER34-1 ESRP1 ESRP2 EXPH5 F11R F3 FAM169A FAT2 FERMT1 FEZ1 FGD6 FGFBP1 FGFR2 FGFR3 FHOD3 FLNB FLRT3 FOS FRMD4B FST FXYD3 FZD3 FZD5 G0S2 GALNT14 GALNT3 GALNT6 GCH1 GCLC GJB3 GJB5 GM2A GNA15 GNAL GPM6B GPR87 GPRC5A GRB14 GRHL2 HBEGF HDAC9 HERC6 HES1 HLA-DOB HOMER1 HOOK1 HOOK2 HOXA1 HPSE HS3ST1 HS3ST2 ICAM1 IER3 IFI30 IFIH1 IGSF3 IL13RA2 IL15RA IL18 IL1A IL1B IL1R2 IL1RAP IL1RN IL36G IL4R INAVA INHBA INPP4B IRF6 IRX4 ISG20 ITGA2 ITGA6 ITGB4 ITGB6 ITM2A IVL JAG2 JUP KANK1 KAZN KCNG1 KCNJ15 KCNK1 KCNN4 KIAA0040 KIZ KLF5 KLK10 KLK11 KLK5 KLK7 KLK8 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT5 KRT6A KRT6B KRT8 KRT81 L1CAM LAD1 LAMA3 LAMB3 LAMC2 LCN2 LGALS7 LGR4 LIMA1 LIMK2 LPAR2 LPAR3 LPCAT4 LRP12 LRRC1 LSR LTB LY75 LYN LYPD3 MALL MAOA MAP3K9 MAP7 MAPK13 MARK1 MAST4 MBP MCOLN3 MCTP2 MEAK7 MECOM MFAP5 MGST2 MIA MISP MMP1 MMP10 MMP9 MOB3B MPZL2 MREG MST1R MTARC1 MTSS1 MTUS1 MYO18A MYO1B MYO1D MYO1E MYO5C NAV3 NBEAL2 NCF2 NDRG1 NFE2L3 NMU NRCAM NRG1 NSG1 NUP62CL OAS3 OCLNP1 OVOL2 P2RX5 P2RY2 P3H2 PAK6 PARP12 PCDH7 PDPN PELI1 PERP PI3 PIP4K2C PITPNC1 PKP3 PLA2G4A PLAU PLK2 PLXNB1 POPDC3 PPL PRKCH PRKCZ PRRG4 PRSS8 PSTPIP2 PTAFR PTGES PTGS2 PTHLH PTPN3 PTPRE PTPRF PTPRZ1 QPCT RAB17 RAB25 RAB38 RAPGEF5 RASSF9 RBM47 RHBDF2 RHOD RIGI RIMS2 RIMS3 RIPK4 RLN2 RNF128 ROBO1 RPS6KA1 S100A14 S100A2 S100A7 S100A8 S100A9 S100P SAA1 SCEL SCNN1A SDC1 SDC4 SEL1L3 SEMA3A SEMA3B SEMA3C SEMA3F SERINC5 SERPINA1 SERPINA3 SERPINB1 SERPINB13 SERPINB2 SERPINB3 SERPINB7 SFN SFRP1 SH2D3A SIRPA SLC12A8 SLC1A3 SLC20A2 SLC27A3 SLC2A3 SLC2A9 SLC31A2 SLC35G2 SLC39A8 SLC3A2 SLC5A1 SLC6A15 SLC6A8 SLC7A5 SLC7A8 SLPI SMPDL3B SNCA SNX10 SORL1 SOX15 SOX9 SPAG1 SPCS3 SPINT1 SPINT2 SPRR1A SPRR1B SPRR2A ST14 ST6GAL1 ST6GALNAC2 ST6GALNAC5 STAC STAP2 STEAP1 SUSD6 SYBU SYK TACSTD2 TAGLN3 TBC1D4 TCF7L1 TFCP2L1 TFPI2 TFRC TGFA THBD TIMP3 TINAGL1 TLR2 TMEM132A TMEM265 TMEM30B TMEM40 TMEM51 TMPRSS11E TMPRSS4 TNFAIP3 TNFRSF21 TNFRSF25 TNFRSF6B TNFSF10 TP63 TPD52L1 TREM2 TRIM29 TRIM34 TSPAN1 TSPAN13 UPP1 VDR VGLL1 VSNL1 WWC1 XDH ZBED2 ZC3H12A ZDHHC13 ZHX2 ZNF165 ZNF185 ONDER_CDH1_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_2_UP AAMDC ABCA8 ABLIM3 ACKR1 ACKR3 ACTA2 ADAM12 AGTR1 ALDH6A1 ANG ANOS1 ANPEP ANXA6 AOX1 AP1S2 ARHGAP22 ARHGEF40 ARID5B ARL3 ARMCX2 ASMTL ATP6V0E2 BBOF1 BEX4 BGN BICC1 BIN1 BLMH BPGM C14orf132 CADM3 CCDC92 CCN2 CCNE2 CDH11 CDH18 CDH2 CDK5RAP2 CDKN2C CHN1 CHST2 CILK1 CITED2 CLEC3B COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL8A1 CREB3L1 CRIP2 CYBRD1 CYFIP2 CYP1B1 CYTIP DAB2 DCN DDAH1 DDR2 DGKI DLC1 DNAJB4 DOCK10 DOCK4 DPYSL3 DUSP1 EML1 ENO2 ENOX1 ENPP1 ENPP2 ENSG00000291006 EPHB2 EPS8 FAM50A FAT4 FBLN1 FBLN5 FBN1 FERMT2 FGFR1 FKBP5 FLOT1 FLVCR2 FN1 FOXN3 FTL FZD2 GADD45B GALNT10 GK GLRB GLRX GNG11 GRB10 GREM1 GSTA4 GULP1 GYPC HAS2 HMOX1 HOXA5 IGFBP3 IGFBP4 IGFBP7 IL17RC ITGA10 ITGA7 ITGBL1 JAM3 KANK2 KAT2B KCNJ6 KCNMA1 KDELR3 KLF4 KLF9 LEPR LIN7A LMCD1 LOX LPAR1 LRIG1 LTBP1 LTBP2 MACROH2A1 MAGED1 MAGED2 MAGEH1 MAP1B MARCHF3 MARCKS MFAP2 MICAL2 MIOS MITF MLLT3 MLPH MME MMP19 MMP2 MOXD1 MYBL1 MYL9 NAP1L3 NAV2 NEBL NECTIN3 NID1 NID2 NLRP1 NNMT NPTX2 NR2F1 NREP NRP1 NUPR1 OLFML3 PCDH9 PCOLCE PCOLCE2 PDGFRL PID1 PIP4K2A PLAAT3 PLOD2 PLPP3 PMP22 PNMA2 PODXL POSTN PPARG PPM1H PPP1R3C PRAF2 PRKCA PRMT2 PRR16 PRR3 PRRX1 PRUNE2 PTGER2 PTGER4 PTGFR PTX3 PXDC1 RCAN2 RECK REPIN1 REPS2 RGL1 RGS17 RGS4 RHOBTB1 RHOBTB3 RIMS1 RNFT2 ROR1 RPS6KA2 SATB2 SCG5 SDC2 SDC3 SEMA5A SEPTIN11 SEPTIN6 SERPINE1 SERPINF1 SHROOM2 SIX2 SLC22A4 SLC46A3 SLC7A2 SLITRK5 SNED1 SPARC SPOCK1 SRGN SRR STARD13 STC2 SV2A SYNE1 SYNM SYT11 TAF9B TAGLN TBL1X TCEA2 TFPI TGFBR3 THY1 TNFAIP6 TOX TPM1 TRAK2 TRAM2 TRBC2 TRPA1 TSC22D3 TWIST1 UGDH UQCRB VCAN WIPF1 WIPI1 WNT5A WNT5B ZBTB16 ZCCHC24 ZEB1 ZFHX4 ZNF22 ONDER_CDH1_TARGETS_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_3_DN ADGRE2 ANO1 ARHGAP25 ARL4C ATP12A C1orf116 CEACAM6 CRCT1 CSF2 CSF3 CWH43 CXCL1 CXCL2 CXCL3 CXCL8 CYB5R2 DEPP1 DSC2 DUSP6 EDN1 EHF EPN3 FST GPRC5A HBEGF HS3ST2 IL1B IL1R2 IL36G IVL KLK10 KLK11 KLK7 KRT13 KRT15 KRT8 LCN2 MFAP5 MMP10 MTARC1 MYO5C NAV3 P2RY2 PI3 PTGS2 PTHLH S100A7 SCEL SERPINB1 SERPINB13 SERPINB2 SOX9 SPAG1 SPRR2D ST6GALNAC5 TGFA TMPRSS11E TP63 VGLL1 ONDER_CDH1_TARGETS_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONDER_CDH1_TARGETS_3_UP ALDH6A1 CRIP2 CYP1B1 FTL KCNMA1 KDELR3 KLF9 LEPR MAGED1 MAGED2 PRKCA RNASE4 S100A8 STC2 TCEA2 TSC22D3 WIPI1 ZBTB16 ONGUSAHA_BRCA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONGUSAHA_BRCA1_TARGETS_DN ANKRD1 ARHGAP5 CCL7 CDK8 DUSP12 LYPLA1 MAPKAPK2 SCEL TPR ZFP62 ZNF638 ONGUSAHA_BRCA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONGUSAHA_BRCA1_TARGETS_UP APOE COL18A1 DDIT4 ECM1 ENPP2 GADD45A H1-2 HMOX1 KRT13 MAGEH1 MMP13 RBP4 TGFBI ONGUSAHA_TP53_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONGUSAHA_TP53_TARGETS AK1 ANXA8L1 APOBEC1 CCNG1 CDKN1A COL18A1 COX6B2 CSRP2 CTSF CTSH DAXX DDIT4 DGKA EFS ENPP2 EPHX1 ERCC5 FAS FXYD3 IVL LPIN1 MATN4 MDM2 NQO1 PHLDA3 PITPNC1 PLTP PTPRVP ROBO1 SAT1 SERPINE2 SLC66A3 SRXN1 TAP1 TNFRSF18 TOB1 TP53 ZMAT3 ONKEN_UVEAL_MELANOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONKEN_UVEAL_MELANOMA_DN ABHD6 ABLIM1 ACAA1 ACP5 ADCY6 ADD3 ADH5 ADRB2 AGPAT2 AHCYL2 AIP AKR7A2 ALDH1L1 ALDH6A1 ALDH9A1 ANAPC5 ANG ANKRD42-DT AP2M1 APOE APPL1 ARF4 ARL1 ARL2 ARL8B ARMCX2 ARMT1 ARPC4 ASAH1 ATG3 ATP11B ATP13A3 ATP5MG ATP6V1A ATXN7 AZGP1 BAG5 BAMBI BBX BEX1 BEX4 BFAR BMI1 BRCC3 BSG BTG1 C4orf19 CADPS2 CAND2 CAPN7 CAPRIN1 CARTPT CAV1 CAV2 CBX7 CCDC28A CCDC51 CCNB1IP1 CCND1 CCNG2 CD200 CD44 CD83 CDH19 CDK2 CDV3 CEP15 CEP57 CETN2 CFAP44 CGGBP1 CHMP2B CIRBP CMTM6 CNBP CNN3 COBLL1 COPA COX6A2 COX7A2L CPN1 CPS1 CRBN CREBL2 CREG1 CRTAP CSDE1 CSGALNACT1 CSNK2A2 CTDSP2 CTH CTNNB1 CTNNBIP1 CTSF CUTA CXADR DAB2 DAG1 DALRD3 DAZAP2 DBP DCT DDOST DDX3X DEGS1 DFFA DLC1 DLG1 DMD DNAJA2 DNAJC4 DPP6 DPYSL2 DSTN DUSP22 DUSP3 DVL3 DYNC2H1 ECSIT EDNRB EFEMP2 EIF1AX EIF1B EIF2B5 EIF2D EIF3G EIF3L EIF4A2 EIF4B EIF4G1 EMCN ENPP2 ENTPD1 ENTPD6 EPM2A ERBB3 ERC1 ERP29 ETHE1 ETV1 ETV5 FAHD2A FAM184A FAM3C FAM86C1P FARS2 FBL FDFT1 FHL2 FOXO3 FSTL3 FXR1 FYCO1 FYN FZD6 GABARAPL1 GALC GAPDHS GAS1 GCA GLB1 GLCE GLUL GMDS GMPR2 GMPS GNAI1 GNAS GNB1 GNG11 GOLGA4 GORASP1 GPD1L GPR153 GPR161 GPR37 GSTM1 GSTM3 GSTP1 GTPBP8 GYG2 GYPC H1-10 H1-2 H2AC6 H2AZ1 HACD2 HACD3 HADHA HAUS4 HBB HDAC9 HEMK1 HFE HLTF HMCES HNMT HNRNPA1P3 HNRNPDL HSD17B8 HSP90AB1 HSPA2 HSPD1 HYAL2 ID2 ID4 IFT57 IL11RA IL12RB2 IMPDH2 ING3 IP6K1 IPO5 ITM2A ITPKB JAM3 KANK2 KAT2B KCNE4 KCNS3 KDM5B KDM6A KIF3A KIN KLF11 KLF5 KLHDC3 KLHL21 KLHL24 KPNA4 LAMA4 LAMB2 LAMP1 LARS2 LETMD1 LMCD1 LPAR6 LPIN1 LRRC1 LRRC8D LSG1 LSM3 LSM5 LTA4H LYRM4 LZTFL1 M6PR MAGEH1 MANSC1 MAPRE1 MARCKS MASP1 MATCAP2 MATN2 MBD4 MBNL1 MBNL2 MBTPS1 MCAM MCM2 MED21 MEST MFAP2 MID2 MLF1 MPPED2 MRPS18B MTMR14 MTUS1 MZT2B NAA50 NAP1L1 NAP1L2 NARS2 NCKIPSD NDN NDUFAF3 NDUFB4 NDUFB5 NEDD9 NEK4 NFE2L1 NFIA NFIB NFYC NHERF1 NIBAN1 NIPSNAP1 NKTR NMD3 NMRK2 NMT2 NOCT NOL7 NONO NPM1 NR4A3 NRIP1 NRP2 NSG1 NT5DC2 NUDT21 NUDT3 OARD1 OGA OSBPL10 OSBPL2 PALLD PARL PBX1 PCLO PCNP PCOLCE2 PDCD10 PDCD4 PDE4B PDE4D PDGFC PDGFD PDHB PEG10 PEPD PEX5 PEX6 PGD PIK3CA PIK3R1 PIK3R4 PIWIL1 PLA1A PLAAT1 PLIN2 PLOD2 PLSCR1 PLSCR4 PMEL PMM1 PMP22 POLR1D POSTN PPP1R3C PPP2R5D PPT2 PRCP PREPL PRKACB PRKAR1A PRKCH PRKCI PRPF4 PSD3 PTEN PTP4A1 PTP4A2 PXDC1 QARS1 RAB11FIP1 RAB17 RAB4A RAB6B RAB7A RABGAP1L RABGGTB RAF1 RARB RHOA RHOBTB3 RIOK3 RIOX2 RMND5A RNF13 RNF7 ROBO1 ROPN1 RPL10A RPL10P2 RPL11 RPL13 RPL14 RPL15 RPL15P22 RPL18A RPL22 RPL23 RPL24 RPL27AP RPL28 RPL29 RPL29P5 RPL29P7 RPL3 RPL31 RPL32 RPL35A RPL36AL RPL5 RPS10P5 RPS14 RPS27A RPS5 RPS8 RPS9 RPSA RPSAP20 RRAGD RSL1D1 RSL24D1 RYBP RYR1 SAMM50 SATB1 SCAMP1 SCAP SCARB2 SDC4 SDHAF3 SEC11A SEC14L5 SEC62 SECISBP2L SEMA6A SERBP1 SERP1 SERPINB6 SERPINB9 SERPINI1 SETD2 SIK1 SIRPA SIRPAP1 SLC16A1 SLC25A36 SLC25A38 SLC25A6 SLC35A3 SLC35A5 SLC35D2 SLC39A6 SLC3A1 SLC41A3 SLC6A15 SMARCA1 SMARCC1 SNAP23 SNCA SNHG32 SNRK SNRPN SOBP SORBS1 SOS2 SOX9 SPAG16 SPIN1 SPP1 SPRY1 SPRY2 SS18 SSBP2 ST13 ST3GAL6 SYBU SYNM TBL1XR1 TBX2 TDRD3 TESK1 TEX41 TFAP2A TGOLN2 TIMP3 TIPARP TJP1 TJP2 TKT TLR1 TLR4 TMEFF1 TMEM47 TMEM97 TOM1L1 TOMM20 TOMM70 TOP2B TOX4 TPP1 TRAK1 TRIOBP TRIP6 TSPAN14 TSPAN6 TSPYL1 TUBB4A TUSC3 TWF1 TWNK TXNDC5 TXNIP TYR UBL3 UBXN7 UMPS UQCRC1 USP4 USP46 VAMP3 VAMP8 VPS51 VWA5A WAC WDR1 WWP2 XPC YIPF5 YLPM1 ZBED1 ZBTB20 ZBTB38 ZC3H13 ZDHHC3 ZMAT3 ZNF148 ZNF185 ZNF217 ZNF22 ZNF415 ZNF423 ZNF532 ZNF544 ZNF593 ZNF91 ZSCAN12 ZSCAN18 ONKEN_UVEAL_MELANOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONKEN_UVEAL_MELANOMA_UP AACS ABCC1 ABHD3 ABR ABTB2 ACACB ACADVL ACIN1 ACKR3 ACLY ACSL1 ACTB ACTN4 ACTR3 ADAM17 ADAM23 ADAMDEC1 ADCY1 ADCY3 ADCY9 ADGRA3 ADGRE5 ADGRG1 ADGRL1 ADI1 AGAP1 AGO2 AHI1 AHNAK2 AK4 AKAP13 AKAP9 ALG13 ALG5 ALK AMZ2 ANK2 ANKRD10 ANKRD46 ANP32E ANXA11 ANXA4 AP1G2 AP1S1 APOBEC3G APOD APP APPBP2 ARFGEF1 ARFGEF2 ARHGAP1 ARMC1 ARMC9 ARPC2 ARRB1 ASAP1 ASAP2 ASB9 ASF1A ASPH ASS1 ASTN2 ATG14 ATM ATMIN ATP10A ATP2A2 ATP2B1 ATP6V1C1 ATP6V1H ATP9A AUH AUP1 AZIN1 B2M BAG2 BAIAP2 BASP1 BAZ1A BAZ1B BAZ2B BCOR BDH2 BICD2 BIN1 BIRC7 BMERB1 BOLA2 BOP1 BTAF1 BTN3A3 C1QA C1QB C1R C2 C2CD2 C4A C8orf33 C8orf44 CADM1 CALM1 CALR CAMSAP2 CAPN2 CAPRIN2 CASP1 CASP8AP2 CAVIN3 CBFB CBR1 CCDC93 CCN3 CCNA2 CCND2 CCNDBP1 CD55 CD58 CD74 CDC16 CDC25B CDC27 CDC42BPA CDC42BPB CDC42EP3 CDH1 CDK1 CDK17 CDK19 CDK2AP1 CDK5R1 CDKN1A CEBPD CELF2 CELSR1 CENPU CERS2 CERS6 CHCHD7 CHD3 CHD7 CHST3 CIAO1 CITED1 CKS2 CLEC2B CLIC4 CLINT1 CLIP1 CNIH4 CNOT4 COL18A1 COL1A2 COL4A1 COL6A1 COMT COPS5 COPS8 COQ2 COTL1 COX6C CPNE3 CPSF1 CREM CSPG4 CSPP1 CTPS1 CTSB CTSC CTSH CTSK CTSS CTTN CUX1 CXCR4 CYC1 CYP51A1 CYRIB DAP DAPK1 DCAF8 DDX39A DDX60 DECR1 DENND5A DERL1 DGAT1 DGCR2 DIAPH2 DLG5 DLGAP5 DLST DMXL1 DNAJC10 DNAJC13 DNAJC2 DOCK4 DOCK9 DPY19L4 DUSP14 EBAG9 EFHC1 EFR3A EGR1 EGR3 EIF4E2 EIF4EBP3 EIF4G3 ELOC ELOVL6 EMC2 EMC7 EML3 EMP1 EMP3 ENOSF1 ENY2 ETS2 EXOSC4 EXOSC8 EXT1 FABP3 FABP5 FADS1 FADS3 FAM174B FAM193A FAM216A FAR2 FASN FASTKD1 FBXL7 FCER1G FEZ1 FGF13 FGF9 FHL1 FKBP11 FKBP1A FLNC FNBP1 FNBP4 FRMD4B FRY FXYD5 FXYD6 FZD5 FZD7 G6PC3 GALNT7 GATAD1 GBA1 GCH1 GDF15 GDI1 GEM GEMIN6 GFUS GGNBP2 GLA GLRX2 GNAS GNPTAB GNS GOLM1 GOLPH3 GPAA1 GPM6B GPR107 GPR143 GPR89B GREB1 GRINA GSDMD GSPT1 GSS GTF3A GUSB H2AX HACD1 HAUS3 HCFC1R1 HCLS1 HDAC1 HDAC4 HERC2 HERC2P9 HK2 HLA-B HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-J HMGB2 HMGXB3 HNRNPA1 HNRNPD HNRNPDL HSD17B12 HSPB8 HSPH1 HTATIP2 HTRA1 IARS1 IDE IDH2 IER3 IER5 IFFO1 IFI16 IFITM1 IFITM2 IFITM3 IFNGR1 IGF2R IGFBP7 IMPA1 INPP4B INTS8 IPO9 IQGAP1 IRAK1 IRF9 ISG15 ITGA6 ITPR2 JAG2 JMJD1C KCND3 KCTD12 KDELR3 KDM7A KDR KIAA0232 KIF14 KIT KNOP1 KPNA2 KPNB1 LACTB2 LAMA5 LAMC1 LAMTOR2 LAP3 LAPTM4B LAPTM5 LARP1 LDB3 LDLRAD4 LETM1 LGALS1 LGALS3 LGALS8 LHFPL2 LHFPL6 LINC00342 LRP1 LRP8 LRRFIP1 LSM14A LTBR LUC7L2 LUC7L3 LY6E LY96 LYN LYPLA1 LZTS1 MACF1 MACROD1 MAD1L1 MAN1C1 MAN2A2 MAP2K3 MAP3K12 MAP4K3 MARCHF7 MARK3 MBD2 MCM3AP MCM4 ME1 ME2 MED15 MED7 MEIS2 MEMO1 MET MEX3C MFSD10 MGAT2 MGST2 MICAL1 MINK1 MLH3 MMP2 MORC2 MPC1 MPHOSPH9 MR1 MRM2 MRPL13 MRPL15 MRPL19 MRPL40 MRPS28 MSL1 MSN MT2A MTCL1 MTDH MTERF3 MTFR1 MTR MTSS1 MTX1 MXRA7 MYO18A MYO6 MYOF NACC2 NANS NASP NAT10 NBN NCOA2 NCOR1 NDRG1 NDUFA6 NDUFB8 NEK3 NENF NETO2 NF1 NFATC2IP NFIL3 NIPA2 NME4 NOTCH2NLA NOTCH3 NOX5 NPAS2 NPIPA1 NPIPB15 NPIPB3 NQO1 NR4A2 NRDC NSMAF NSMF NT5DC3 NT5E NTAN1 NUCB2 NUDT15 NUMB NUP58 NUP88 NUSAP1 NXN ODR4 OGT OLFM1 OPN3 ORMDL2 OTUB1 OXCT1 OXR1 P4HA1 P4HA2 PAM PARP12 PCDH7 PCDHGC3 PCGF2 PCGF3 PCMT1 PCNA PDE10A PDE4A PDE4DIP PDLIM1 PDS5A PDXK PEA15 PEX2 PFKFB3 PFKP PFN1 PFN2 PGAM1 PGAP1 PHACTR1 PHF11 PHF20L1 PHF21A PHLDA2 PIGA PIK3C2A PIK3C3 PILRB PIN4 PITPNC1 PKD2 PKM PLAAT4 PLEKHF2 PLOD3 PLPP3 PLTP PLXNC1 PMM2 PNISR POLA1 POLR2K POLR3C POMP PPIP5K2 PPP1R10 PPP1R12A PRDX4 PRKCA PRKDC PRPF4B PRRC2C PRUNE1 PSAP PSMA3 PSMA7 PSMB1 PSMB9 PSMD14 PSME2 PSME4 PSPC1 PSRC1 PTDSS1 PTGER4 PTGS1 PTK2 PTOV1 PTP4A3 PTPA PTPN2 PTPRA PTPRC PTPRM PTRH2 PUM3 PUS7 PXDN QDPR RAB2A RAB31 RABGAP1L RAD21 RAD54B RAI14 RALGAPA1P1 RAP1GAP RAP1GDS1 RAPGEF4 RB1CC1 RBFOX2 RBM25 RBM28 RBMS1 RCAN1 RCBTB1 RDH11 RDX RECQL REEP1 RETREG1 REV3L RGS20 RGS5 RHOB RHOT1 RIDA RIN3 RMDN1 RNF139 RNF144A RPGR RPL17 RPL37A RPS6KA2 RRN3 RUFY3 S100A1 S100A11 S100A13 S100A6 SACS SAFB2 SAMD4A SAP30 SAR1B SCAMP4 SCD SCO2 SDHA SEC24D SEC63 SEL1L3 SEPTIN10 SEPTIN2 SERINC5 SETDB1 SFI1 SFPQ SFXN3 SGCB SGK1 SGSH SH3BGRL3 SH3YL1 SHC1 SHFL SHTN1 SLC11A2 SLC1A1 SLC1A4 SLC20A1 SLC22A18 SLC23A2 SLC25A13 SLC25A32 SLC2A3 SLC35A1 SLC35E3 SLC38A6 SLC39A4 SLC45A2 SLC7A8 SMAD3 SMARCA4 SMARCA5 SMCHD1 SNRNP35 SNRPA1 SNRPG SNW1 SNX16 SOAT1 SOCS2 SOD2 SORD SORL1 SOS1 SOX13 SP110 SPARC SPARCL1 SPAST SPATA20 SPIDR SPON2 SPTAN1 SPTBN1 SQLE SREK1 SRSF11 SRSF7 SSX1 STAM STAT1 STAT6 STK3 STOM STS SULT1A1 SULT1A2 SULT1A3 SUPT16H SYNCRIP SYNE2 SYNPO TACC2 TAF2 TAGLN2 TAPBP TBC1D1 TBC1D16 TBK1 TBL2 TCEA1 TCERG1 TCF12 TDG TENT4A TERF1 TFPI2 TGS1 THUMPD2 TIA1 TIMP2 TM2D1 TM9SF2 TMCO1 TMEM164 TMEM165 TMEM168 TMEM214 TMEM38B TMEM70 TMEM87A TNFAIP2 TNFAIP8 TNKS2 TNPO1 TOR1AIP1 TPBG TPD52 TPP2 TPR TPST2 TRA2A TRAF3 TRAF5 TRAM1 TRAPPC10 TRAPPC13 TRBC1 TRIB1 TRIM22 TRIM33 TRIO TRPV2 TRRAP TSC22D1 TSPAN31 TSPYL5 TTC28 TTC3 TYMP TYMS TYROBP UBE2K UBE2S UBE2V2 UBE2W UBE3A UBR5 UBXN2B UBXN4 UFL1 UGGT2 UQCRB URB1 USP48 VCPKMT VLDLR VMP1 VOPP1 VPS13B VPS28 VSIG10 WARS1 WASHC5 WBP1L WIPF1 WIPI1 WLS WSB1 WWC3 WWP1 WWTR1 YTHDF3 YWHAZ ZBTB10 ZC3H11A ZC3H7A ZDHHC11 ZEB2 ZFP36L2 ZHX3 ZMYND8 ZNF267 ZNF410 ZNF451 ZNF623 ZNF7 ZNF706 ZNF84 ONO_AML1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONO_AML1_TARGETS_DN ADGRE5 CASP4 CCL5 CCR2 CCR5 CCR7 CCR8 CD81 CD84 CDK6 CREM CXCR3 CXCR4 FFAR2 FOXN3 GPR83 IGFBP4 IL10 IL17A IL17RA IL21 IL4 IL4R IRF4 ITGAE IZUMO1R PARP1 RBL1 RUNX2 RUNX3 SELL SGO1 SLAMF6 SOCS2 SOCS3 TCF3 TNFRSF18 TNFRSF25 TNFSF8 ONO_AML1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONO_AML1_TARGETS_UP CCNF CD244 CXCR6 DDX5 DLK1 E2F1 EOMES FASLG FOS GADD45B GZMA GZMB HAVCR2 IFNG JUN MECP2 NKG7 P2RY14 PAK1 PDCD1 PDCD1LG2 RGS2 SEMA4A SLAMF7 ONO_FOXP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONO_FOXP3_TARGETS_DN BCL2 CASP1 CASP4 CCL5 CCNA2 CCNF CD84 CDK6 CDKN1A CXCR4 CXCR6 E2F1 EOMES FASLG FFAR2 FOXN3 GPR171 GZMA HAVCR2 HNRNPA1L2 IGFBP4 IL17A IL17RA IL21 IL4 IL4R IRF4 P2RY14 PARP1 RBL1 RBL2 RUNX2 RUNX3 SELL SEMA4A SGO1 SLAMF6 TCF3 TGFBR3 TNFRSF25 TNFSF8 ONO_FOXP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ONO_FOXP3_TARGETS_UP ADGRE5 CCR2 CCR5 CCR7 CREM CXCR3 DDX5 DLK1 FOS GADD45B GPR83 GZMB IL10 ITGAE IZUMO1R JUN MECP2 PAK1 PDCD1LG2 RGS2 SLAMF7 SOCS2 TNFRSF18 OSADA_ASCL1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSADA_ASCL1_TARGETS_DN ADGRG2 AHNAK AXL BCL2A1 BIRC3 CD44 CDH1 CRIM1 CYP1B1 CYP24A1 DKK1 DKK3 DUSP1 FGFR1 IGFBP6 KLF5 NRG1 PPP1R14A RASSF2 RSPO3 SEMA3C SOCS3 TGFBI WNT7B OSADA_ASCL1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSADA_ASCL1_TARGETS_UP ADGRG1 ANGPT2 ATF3 BDKRB1 BDKRB2 BMF CALY CBFA2T3 CCR6 CHGB CLDN14 DLL1 EDN3 GAS2 IGFBP1 IGFBP5 ITGA1 JAG2 KLK1 KLK3 KRT13 KRT14 LFNG LTB MTSS1 MYB PPP1R16B RAB37 RAB3B RASA4 RASGRP3 RASSF4 RET RGS16 RHOBTB3 RNF128 SCG2 SCG3 SEMA3E SEMA6A SMYD3 SSTR1 SSTR2 SYTL2 TAMALIN VDR OSAWA_TNF_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSAWA_TNF_TARGETS CFLAR COL3A1 CXCL8 EFNA1 HABP2 IER3 JAG2 LPAR2 TNFAIP2 TP53BP2 OSMAN_BLADDER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSMAN_BLADDER_CANCER_DN ABCC5 ABCG1 ABL2 ACTR6 ADNP2 ADPRM AGMAT AHCYL1 AKT1 AKT2 AOC2 ARFGAP2 ARHGAP45 ARHGEF2 ARID1A ARIH2 ARPP19 ASXL1 ASXL2 ATL2 ATP8B1-AS1 ATP8B2 AVIL BACH2 BICRAL BROX BUD13 C12orf57 C2orf68 C3orf62 CACNA1A CAMK1D CARD11 CCAR2 CD27 CD53 CDC123 CDK12 CELF1 CELF2 CENATAC CEP57 CHD2 CHMP3 CHST11 CHTOP CIAO1 CKLF CLIP1 CMTM2 COL18A1 COPB2 CSDE1 CSTF2T CSTF3 CTDSP2 CUL4A CXCL6 CXCL8 CYB561D1 CYB5A CYRIB CYTIP DDX19A DEDD2 DENND10P1 DGKA DIABLO DIDO1 DIS3 DIS3L2 DMAC1 DNAJC7 DPF2 DPH5 DTX4 EBPL EDF1 EEF1B2 EEF1G EEIG1 EFHC1 EIF2S3 EIF4A2 EIF5B ELL ELL3 ELOVL5 EMD ENGASE ENOSF1 EPB41 EPB41L4A-AS1 EPC1 EPM2AIP1 EPOR EPS15L1 ERGIC1 FAM120AOS FAM174A FAM220A FAM221A FAM30A FAU FBL FCGR2B FCMR FCRLA FKBP15 FLVCR1 FMNL1 FUNDC1 GABARAPL1 GARRE1 GART GAS5 GATAD2A GATD3 GFOD3P GGA2 GLIPR1 GLMN GNAS GNG7 GOSR1 GPBP1 GPR18 GRIPAP1 GSDMD GZMK H1-2 H2AC6 H2BC21 H3-3B H4C8 HCG27 HERC2P9 HIF1AN HIVEP2 HMGN4 HNRNPC HNRNPD-DT HNRNPM IDS IFT20 IKBIP IKZF1 INPP5F IP6K2 IREB2 IRF8 ISG20 ITGB2-AS1 ITPKB JMJD7-PLA2G4B KATNBL1 KCMF1 KMT5B LBH LEPROTL1 LINC01138 LINC01410 LOC105376805 LSM12 LYRM9 MAL MAML2 MAP3K13 MAP3K7CL MARCHF6 MARS1 MDM4 MED14 METTL4 MLH3 MLX MLXIP MOSMO MPRIP MPZL1 MPZL3 MRPS14 MRPS30 MRPS6 MTCH1 MTERF4 MTHFS MYL12A MYO1F NAA10 NBPF11 NCOA4 NELL2 NFATC1 NFYA NINJ1 NISCH NMT2 NOP53 NOSIP NSD3 NUDT5 OCIAD2 OFD1 OGA OGT OSBPL2 OSER1 OST4 P2RX5 PABPN1 PCBP1-AS1 PDCD4 PDCD4-AS1 PDE7A PEX16 PHF1 PHF20 PHF3 PIGL PITPNC1 PM20D2 PML POLR2M PPFIA1 PPHLN1 PPIF PPM1K PPP2CA PPP2R5C PPTC7 PRDX3 PRKAR1A PRMT2 PRPF3 PRPSAP2 PRUNE1 PRXL2A PSMB8-AS1 PTPRE PUM1 QRSL1 RABGAP1L RAD50 RALGPS2 RASGRF2 RASGRP2 RBM33 RBM4 RBSN RERE RHBDD1 RHOH RIGI RIPK1 RNF216 RPA1 RPGRIP1 RPL10 RPL10A RPL12 RPL13 RPL13A RPL14 RPL15 RPL18A RPL19 RPL22 RPL23A RPL24 RPL28 RPL29 RPL29P5 RPL3 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL38 RPL4 RPL7A RPL9P7 RPLP0 RPLP2 RPS10 RPS11 RPS13 RPS15 RPS16 RPS17 RPS18 RPS20 RPS21 RPS24 RPS25 RPS27 RPS3 RPS3A RPS4X RPS4XP2 RPS5 RPS6 RPS6KA5 RPS7 RPSA RUBCNL SAFB SAMD4B SAP30BP SART1 SART3 SATB1 SCAP SCFD2 SDE2 SELENOK SENP1 SEPTIN2 SEPTIN6 SERF2 SERINC3 SERTAD2 SF3A1 SFI1 SGK1 SH2D1A SIAH1 SIK3 SIN3A SKAP1 SKI SLC7A6 SMARCA2 SMARCC1 SMARCC2 SNHG8 SNIP1 SNN SNORD104 SNORD30 SNORD60 SNRNP200 SP110 SPATA2 SPATA2L SRSF4 SRSF6 SRSF8 SS18L2 SSR4 SSU72 ST13 ST3GAL1 ST8SIA4 STAT3 STRBP STX17 STX7 SUPT20H SURF1 SYS1 TAGAP TARDBP TBP TEFM TENT4A TGFBR2 TM2D3 TMC8 TMCC3 TMEM243 TMEM268 TMEM41B TMEM63A TMX2 TNFAIP2 TNKS TOX4 TRAF5 TRAF7 TRAPPC2 TRIM38 TRIM56 TSPAN3 TSPOAP1-AS1 TSR3 TTF1 TUBD1 TUBGCP3 TUG1 UACA UBA52 UBE2B USP36 USP7 UST VAMP1 VWA8 WDR20 WDR33 WIPF2 WIPI2 XPO7 ZBED5-AS1 ZC3H6 ZFAND2A ZFAS1 ZFP36L1 ZNF133 ZNF230 ZNF274 ZNF275 ZNF398 ZNF431 ZNF487 ZNF493 ZNF506 ZNF544 ZNF677 ZNF763 ZNF767P ZNF780B ZNF791 ZNF852 ZNF875 ZNF879 ZSCAN16 ZSCAN26 OSMAN_BLADDER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSMAN_BLADDER_CANCER_UP A2M-AS1 AASDH ABCB10 ABHD17A ABRAXAS2 ACBD5 ACER3 ACTR1A ACTR3 ADSS2 AGO3 AGPS AGTRAP AKAP13 ALDH2 ALDH3B1 ALG13 ANKRD17 APOBEC3C APPL1 ARB2A ARIH1 ARPC4 ASB8 ASPHD2 ATF7IP ATG5 ATP11B ATP6V1D ATXN1 AZI2 B4GALT6 BAX BBX BCLAF1 BICD2 BLM BLOC1S6 BLTP1 BRD7 BRWD3 BSG C19orf12 C1orf162 C3AR1 CALR CAMKK2 CBX6 CCDC125 CCDC88C CCND3 CCSER2 CCZ1 CD44 CD47 CD48 CDADC1 CDC5L CEBPA CENPU CEP57 CERT1 CHD9 CHST2 CHURC1 CITED2 COQ2 CPNE3 CRIPT CRTAP CSNK1A1 CTSB CTSC CTSD CYBB CYP1B1 DCAF10 DCUN1D1 DESI2 DHFR DHX36 DIAPH2 DLEU2 DNAJB14 DPYD DSTNP2 DYNLL2 EDEM3 EIF2S1 EIF4G1 EIF5 EIF5A ELF1 EMB ENO1 ENPP4 EOLA1 ERAP1 ERGIC1 ERGIC2 ESF1 EWSR1 FAM107B FAM120A FAM133B FAR1 FBXO22 FBXO9 FBXW5 FCER1G FCRL2 FGFR1OP2 FLNA FNIP1 FOXN2 FPGT FRMD4B FXR1 FYB1 G2E3 GALNT1 GANAB GAS7 GBE1 GCLM GLUD1 GLYR1 GNB1 GOLIM4 GRK3 GZMH H1-10 HAUS6 HAVCR2 HCFC2 HCG18 HIPK2 HNRNPL HSP90AA1 HSP90B1 HSPA13 IER3IP1 IFNAR2 IGFBP7 IL15 IMPACT INO80D INPP5A INTS6 IQGAP1 IRAK3 IRF2BP2 ITGB2 JAZF1 KBTBD6 KCTD12 KHDRBS1 KLF2 KLHDC3 KLHL24 KLHL6 KLHL7 KLHL9 KMT2C KPNA3 KPNA6 KPNB1 KTN1 KYNU LACTB2 LAIR1 LDHA LDLRAD3 LGALS3 LILRA2 LILRB1 LIN7C LNPEP LNPK LPGAT1 LRRC57 LYPLA1 LYST MACROH2A1 MAGT1 MALAT1 MAN2A1 MAP3K2 MAP3K20 MAPK14 MARCHF1 MBD4 MBNL1 MCTP2 MED19 MEX3C MFF MIR3939 MOB1A MR1 MRPS10 MS4A3 MS4A4A MS4A7 MTDH NAMPT NBN NBPF14 NCKAP1L NDUFS1 NEAT1 NEMF NFE2L2 NFKBIZ NKG7 NKTR NMD3 NNT NOL9 NRIP1 NUCKS1 NUDT3 NXT2 OTUD6B OXR1 P4HB PABPN1 PARP4 PCMTD1 PCNA PDAP1 PDIA3 PDLIM5 PHACTR2 PHAX PHC3 PIAS1 PIK3R1 PKM PLA2G4A PLSCR1 PNISR PREP PRF1 PRNP PRPF40A PRR11 PSENEN PSME4 PTCD3 PTGER2 PTP4A2 PTPN22 PTPRC RAB10 RAB14 RAB27A RAD21 RAD23B RAP2A RASA2 RBM12B RBMS1 RECQL RFXANK RHOQ RIF1 RING1 RIOK3 RIPK2 RMDN1 RNH1 RNPC3 RNU6-1016P RO60 RPS6KC1 RSBN1 RSF1 RUNX3 SAE1 SAMHD1 SAP30 SARNP SCAF11 SCAMP1 SCAMP2 SCARB2 SCP2 SDF4 SDHC SEC24A SECISBP2 SERBP1 SERINC3 SESTD1 SF3B1 SGMS2 SLC16A6 SLC1A4 SLC25A13 SLC25A36 SLC25A37 SLC25A40 SLC26A2 SLC44A1 SMAD5 SMAD7 SMC3 SMG1 SNHG5 SNRNP48 SNTB2 SNX13 SNX16 SOCS2 SOS1 SPI1 SPIN4 SPPL2A SRP19 SRP72 SRSF11 SSH1 SSX2IP STK4 STRN STRN3 SUGT1 SUZ12 SYNCRIP TAF15 TALAM1 TAPBP TBC1D8 TBL1XR1 TCF7L2 TGFB1 TGOLN2 THAP6 THUMPD3 TIPRL TM2D1 TM9SF4 TMED5 TMED7 TMED8 TMEM106B TMEM107 TMEM33 TMOD3 TMPO TMX1 TNFSF13 TNKS2 TNPO1 TNPO3 TNRC6B TOP1 TPM4 TPP1 TRAK2 TSNAX TSPAN31 TTC17 TTC33 TUBB4B TWF1 TYMS UBA6 UBE2W UBQLN2 UBXN4 UBXN7 UGCG UHMK1 USP1 USP16 USP42 USP47 VASP VTA1 WASH5P WASHC4 WDR41 XRCC4 YEATS4 YLPM1 YWHAE YY1 ZC3H7A ZDHHC5 ZER1 ZFAND3 ZFYVE16 ZMAT3 ZNF148 ZNF253 ZNF316 ZNF319 ZNF562 ZNF641 ZYG11B OSWALD_HEMATOPOIETIC_STEM_CELL_IN_COLLAGEN_GEL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSWALD_HEMATOPOIETIC_STEM_CELL_IN_COLLAGEN_GEL_DN ABCA11P ABRAXAS2 ACTR2 ADGRG1 AFG2B AGFG1 AIRIM AKR1D1 ALB ALDH2 ALDOC ALG13 AMFR ANAPC5 ANKRD11 ANKRD12 ANKRD6 AP3D1 APP APPBP2 ARMC8 ARMH3 ASNS ASS1 ATF5 ATG12 ATP2A3 ATP9B AXL BACE2 BANP BAX BEND5 BLTP1 BMPR2 BNIP3 BPTF BRWD1 C1orf54 CACYBP CALD1 CANT1 CASP2 CASP8 CCDC88C CCND1 CCNE2 CCPG1 CCR2 CD200 CD24P4 CD9 CDKAL1 CDV3 CEPT1 CES1 CFD CILK1 CNN3 CR1 CREB1 CX3CR1 CYB5RL CYLD DBT DDX17 DDX39B DDX50 DHFR DUSP9 DZIP3 EFCAB14 EGLN3 EIF5A ELL EPRS1 EPX ERAP1 EZR F2R FAM13A FAM200C FCGR2B FEM1C FZD2 GABPB1-IT1 GADD45A GALNT3 GOLGA8A GPR18 GPRC5C GPSM3 GRIK5 GUCY1A1 GYPA H4C3 H6PD HACD3 HGSNAT HIGD2A HNRNPH1 HOPX HSPA1A HSPA1B HSPA6 ID1 IFI44 IFI6 IFT20 IFT74 IL13RA1 IL17RB IL2RG IRAG2 IRAK4 JCHAIN KANSL1L KDM5B KLF13 KLHL24 KRIT1 L3MBTL1 LAMTOR3 LDLRAD4 LGALS3BP LIAS LRIF1 LRRC1 LRRFIP1 MACROH2A1 MAP3K1 MAP3K2 MAP4K5 MAPRE2 MARK4 MEAK7 MED13L MEF2A MEOX1 MINDY3 MIR3648-1 MMRN1 MMUT MRPS18B MSMO1 MT1E MT1F MT1G MT1H MT1X MT2A MTRF1 MXI1 MXRA7 MYCBP N4BP1 NCAM2 NFAT5 NFIB NLK NONO NOPCHAP1 NUTF2 OTUD4 P4HA1 P4HA2 PAK2 PCM1 PDPK1 PEX11A PF4 PF4V1 PGGT1B PGM3 PKP4 PLAG1 PLAUR PLG PLPP3 PMP2 POLD4 POU2F1 PPBP PPP4R3A PRRC2C PSG1 PTAFR PTPN22 PTPRB PTPRCAP PTPRO RAB3GAP2 RABGAP1 RASGRP3 RBM25 RECK RGS10 RIOK3 RLF RNLS RPL36 RPS10P5 RPS21 RPS3AP5 RRAGD RRAS RRAS2 RRN3 RSRP1 RWDD1 S100P S100PBP SAFB SCN9A SERPINF1 SET SFSWAP SIGLEC6 SIK2 SLC16A3 SLC2A3 SLC50A1 SLC6A8 SMG7 SNX10 SNX19 SOCS1 SOS2 SP140 SPEN SPP1 SRSF6 ST8SIA4 STC2 TBL1XR1 TESK1 THBS1 THNSL1 TLK1 TM6SF1 TMEM156 TMEM45A TMOD3 TMPO TNS1 TOMM22 TPI1 TPR TRADD TRAPPC2 TRBC2 TRDC TRIM52-AS1 TSPAN32 TSPOAP1 TXN2 TXNIP UBE2D1 UBE2W UBR2 UGCG UTS2 VAMP4 VENTXP1 VLDLR WDR33 ZBTB1 ZFR ZFX ZKSCAN1 ZNF140 ZNF175 ZNF277 ZNF292 ZNF302 ZNF322 ZNF580 ZNF609 ZNF93 ZSCAN12 ZSCAN18 OSWALD_HEMATOPOIETIC_STEM_CELL_IN_COLLAGEN_GEL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OSWALD_HEMATOPOIETIC_STEM_CELL_IN_COLLAGEN_GEL_UP ABCG2 ACSL6 ACSM3 ADD1 ADNP2 AGAP1 AHCYL1 AHSP AKAP13 AKR1C1 AKR1C3 ALAD ALDH1A1 AMIGO2 ANGEL2 AREG ARL4A ARL4C ARMC8 ATF3 ATL2 AVPR1A BAG5 BCL2A1 BIRC3 BRD4 BTG2 C3AR1 CA1 CASQ1 CCL2 CCL3 CCL4 CCN3 CCR9 CD14 CD44 CD83 CDC42EP3 CDK5R1 CDKN1A CENPI CFLAR CHD3 CHEK1 CIRBP COL15A1 COL2A1 CRISP2 CTNNBL1 CTSL CXCL1 CXCL10 CXCL2 CXCL3 CXCL8 CYP1B1 DAB2 DDX3Y DHRS9 DLEU2 DNAJC8 DND1 DSTYK DUSP1 DUSP2 EDEM3 EGR1 EGR3 EHD1 EIF3M EPB42 EREG ETS2 F3 F7 FAM117A FBN1 FBXO11 FERMT2 FH FLNC FOS FOSB FUS FZD7 GAD1 GADD45B GALNT2 GANAB GATAD2A GCFC2 GCLC GGCX GPR183 GPS2 GRAP2 H1-10 H3-3B HCAR3 HGF HIPK1 HK2-DT HNRNPA1 HNRNPDL HOMER3 HOOK1 HRH4 ICAM1 IER2 IER3 IER5 IL12A IL1A IL1B IL1R2 IL1RN IL2RB IL6 JUN JUNB KAT2A KCNJ2 KDM4B KLF2 KLF4 KLF6 KLF9 KPNB1 LARP1 LAS1L LEF1 LINC00667 LUC7L3 MAFF MAGEH1 MAOB MAPK3 MCL1 MTOR NAP1L1 NF1 NFE2L2 NFKBIA NR4A2 NR5A2 NREP NUP160 ODF2 PAFAH1B2 PALM2AKAP2 PDE4B PEG10 PHF14 PHOX2A PIK3C2B PKP4 PLK2 POU4F1 PPP1R15A PPP4R3B PROX1 PRRC1 PSMD11 PSME4 PTGER4 PTGS2 PTX3 RAB11FIP1 RAB5C RASSF4 RCC1 RGS1 RGS2 RHAG RHOBTB3 RHOQ RNASE1 ROM1 RPL23 RUNX1 SBSPON SEC23IP SEPTIN8 SERPINB2 SF3A3 SF3B1 SGK1 SIK3 SKP2 SLC12A2 SLC7A1 SLCO2B1 SMC3 SOD2 SPA17 SPRY2 SPSB1 SRRM1 SSB SZRD1 TAC3 TBC1D5 TCF4 TFAP2A TGM4 TIMM17A TIPARP TIPIN TNF TNFAIP3 TNFAIP6 TOR1AIP2 TREM1 TRIB1 TUBA3C U2 USP46 VPS37B YRDC ZC3H12A ZFP36 ZFP36L1 ZWILCH OUELLET_CULTURED_OVARIAN_CANCER_INVASIVE_VS_LMP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUELLET_CULTURED_OVARIAN_CANCER_INVASIVE_VS_LMP_DN AEBP1 AR ATM BBS9 CCL7 CCR9 CDH8 CELA3A CETN1 CFLAR COL11A1 FBN2 FEV FLNA FUT3 GLI3 GSTP1 HYAL2 IGLC7 KRT6A LIMK2 LRRC17 MAP1A MMP2 NELL2 NHLH1 NOP14-AS1 ODF1 PSG11 SERPINA3 SIGMAR1 SIRPB1 TH TMEM94 TRIB1 OUELLET_CULTURED_OVARIAN_CANCER_INVASIVE_VS_LMP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUELLET_CULTURED_OVARIAN_CANCER_INVASIVE_VS_LMP_UP ACAA2 ACADM AHCY AIMP2 ANXA3 ANXA8 ARL4D ATP1B1 BIRC3 CAPG CAPZA2 CBX1 CCNE1 CKS2 CSE1L CXADR DCUN1D4 DNAJC7 DUSP4 ELF2 EMG1 FLII GALE GBA1 GCSH GGH GMFB GOLGA1 GTF2B HNRNPM HOXB7 HSD17B4 JCHAIN KRT18 KRT19 KRT7 KRT8 LAMB1 LDHB LMO4 MARK3 MMD NDUFS8 PNN POLD2 PROCR PSMD4 PUDP QARS1 RAB11A RAE1 RBBP4 RBBP7 RBM39 SAFB SALL2 SEPHS2 SET SHROOM2 SLC4A2 SPEG SRI SRP72 SULT1A3 TBCE TNFRSF1A TSPAN3 UBB XRCC6 OUELLET_OVARIAN_CANCER_INVASIVE_VS_LMP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUELLET_OVARIAN_CANCER_INVASIVE_VS_LMP_DN CFH CIRBP GAMT GNA11 ITGB3 KHSRP LGALS8 RBP1 RPS29 SHROOM2 SMAD3 STX5 OUELLET_OVARIAN_CANCER_INVASIVE_VS_LMP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUELLET_OVARIAN_CANCER_INVASIVE_VS_LMP_UP ACP1 ADAR ARF4 ATP13A3 ATP1B3 ATP5F1B ATP5F1C ATP5PB B2M BTG3 CAPG CBX1 CCNE1 CD47 CD9 CDKN3 CFI CKAP5 CKS1B CKS2 COPB2 COPS5 COX6A1 COX7B CSE1L CSNK2B CSTB CTNNA1 CYCS DDX39A DDX5 DPM1 EFR3A EPRS1 FH GLO1 GNAS GPI H2AZ1 HERPUD1 HMGB2 HMGN1 HMGN3 HNRNPD HNRNPM HNRNPU IARS1 IFI30 IFI44 IFIT1 KDELR2 LDHA LRPPRC MAL MAP2K1 MAPRE1 MBTPS1 MDH1 MELK MEST MRPL3 NASP NDUFS1 NDUFV2 NMI NUP153 NUP205 OAT PARP1 PLSCR1 POLR2K PRKCD PRKCI PRKDC PRSS8 PSMA2 PSMA3 PSMB2 PSMB4 PSMC6 PTGS1 PTS RAD21 RAF1 RALY RANBP1 RFC4 RHEBP1 SDCBP SDHB SLC25A5 SLC35A2 SLC35B1 SNRPB2 SNRPD3 SPCS2 SPINT2 SPP1 SRPK1 SRSF4 SRSF9 SSR1 SUMO1 SUMO2 TARS1 TCEA1 THAP11 TM4SF1 TMED10 TNFSF10 TPM4 TUBBP1 UBA1 UBE2V2 UBXN4 YBX1 YWHAZ ZNF146 OUILLETTE_CLL_13Q14_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUILLETTE_CLL_13Q14_DELETION_DN ACOT4 ADAMTS6 ALDH1B1 AQP3 BACE1 BBOF1 BIK BSPRY CASP6 CCDC107 CDK2AP1 CDK5R1 CISH CYB561 DDAH1 DDR1 DLEU1 DLEU2 DOK3 DUSP6 EEF2K ENO2 ESYT2 FZD3 GFPT2 GRK5 GSDME GTSF1L IKZF2 KLHL21 LATS2 LINC02580 LINC02848 LPIN1 LTB4R MAPT MARVELD1 MLLT3 MYBL2 PARP9 PHLPP1 PKD2 PLA2G12A PLG RNASEH2B RRAGC SCIN SERPINE2 SIPA1L2 SLA2 TRIM13 TRIM7 ULK2 XXYLT1 ZNF727 OUILLETTE_CLL_13Q14_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUILLETTE_CLL_13Q14_DELETION_UP ADAM17 ADRA1A ARHGAP20 ARL10 ASPHD1 ATAD2 ATP5MF BBIP1 BBX C1orf52 CASP1 CDC27 CENPJ CEP250 CLPB CTC1 CYB5A EAF2 EXTL1 FAM193A FANCI FRS2 GINS4 GLIPR1 GTPBP4 IMPA1 INCENP KDM4B KLHL5 KRR1 LARGE2 MACROD2 MAPK1 MED6 NAT16 NDRG2 PAFAH1B1 PHTF2 PLRG1 PPTC7 PTPRO RAB1A RASGEF1B RHOXF2 RPL31 RUFY3 SGK3 SLC50A1 SLC9A7 SPACA3 SPNS1 SPTBN2 TGOLN2 TIPIN TPD52 TRIM38 UBE2Q1 UQCC2 USP37 USP6NL VCPIP1 VRK3 WASHC4 WDR59 ZBTB20 ZBTB44 ZIK1 ZNF221 ZNF226 ZNF24 ZNF546 ZNF548 ZNF572 ZNF577 ZNF597 OUYANG_PROSTATE_CANCER_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUYANG_PROSTATE_CANCER_MARKERS AMACR AR BCL2 CCNE1 CDKN1A CEACAM1 CLU CTSB E2F4 ETS1 EZH2 FN1 HPN IGFBP2 INSR KLK1 MET MKI67 MTA1 TFF3 VAV3 OUYANG_PROSTATE_CANCER_PROGRESSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUYANG_PROSTATE_CANCER_PROGRESSION_DN ARF4 ARFIP2 ARL3 ARL4A BAIAP2 CSPG4 CTNNAL1 DAB1 DIRAS1 EGF ERAL1 GNA12 IGHM MAP2K3 MAPK3 MAPK8IP3 PTPN11 RABL6 SPRED1 SRF TRIB3 OUYANG_PROSTATE_CANCER_PROGRESSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OUYANG_PROSTATE_CANCER_PROGRESSION_UP ARHGAP5 AVPI1 CD81 CDC42 DUSP16 FOS GRB2 HACD3 HRAS IGHM JAK1 JUN MAP3K1 MUC20 PLCE1 PRKCB RAB7B STAT1 STAT3 SYK TIRAP OZANNE_AP1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OZANNE_AP1_TARGETS_UP ARPC1B CAPG CD44 CTSL DNMT1 EGFR ENPP2 EZR HDAC3 KLHL41 LGALS3 MMP1 SPARC STAT6 OZEN_MIR125B1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/OZEN_MIR125B1_TARGETS ABCC4 ATXN1 CASC3 CBFB CGN EIF4EBP1 KCNS3 LACTB LYPLA2 MKNK2 PABPC1P3 PLEKHA8 PPAT QSOX2 RNF144A SAMD10 SEL1L SLC7A1 SLC7A6 SMARCD2 STAT3 TP53INP1 ULK3 PACHER_TARGETS_OF_IGF1_AND_IGF2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PACHER_TARGETS_OF_IGF1_AND_IGF2_UP ABCA12 ASNS ASS1 BHLHE40 DCLK1 DDIT3 DNAJB9 EGR3 GADD45A GDF15 HERPUD1 IFRD1 IGF1 IGF2 INHBE KRT81 LARP1B MAP1B MFAP3L MID1 NELL2 PCDH8 PHGDH PSPH RPRM SDF2L1 SEC24D SERTAD2 SESN2 SFMBT2 SLC1A4 SLC3A2 SLC7A11 SLC7A5 TFF3 VEGFA PALOMERO_GSI_SENSITIVITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PALOMERO_GSI_SENSITIVITY_DN APOL6 DNAAF9 RAB29 TUG1 ZNF426 PALOMERO_GSI_SENSITIVITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PALOMERO_GSI_SENSITIVITY_UP GARNL3 MSI2 PHTF1 PIAS2 PTEN RCC1L SOCS1 PAL_PRMT5_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAL_PRMT5_TARGETS_DN CANX CCN1 CKB CNR1 EFNB3 FABP4 GATA4 GZMA HLA-A HLA-B IL1A KLF10 KRT17 LCN2 METTL3 MLLT11 MYT1L NUPR1 PDIA6 PGK2 PPIE PVALB SEL1L SERPINE1 TCF15 TOB1 TRGC1 TUBA3C UTS2R VCAM1 PAL_PRMT5_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAL_PRMT5_TARGETS_UP ABCG2 AHCY AMD1 ANAPC5 ANP32B ANP32E APEX1 ARGLU1 ARL2BP AURKAIP1 AURKB B9D1 C1R CALM3 CAPG CARM1 CASP8AP2 CAVIN3 CCNB2 CD34 CDC20 CDC25C CDK4 CETN2 CETN3 CFDP1 CHRAC1 CKS1B CKS2 CLCN4 COL6A2 COPS3 CPNE1 CPT1A CSTF3 CTBP1 CTPS2 CUEDC2 CXCL12 CYP1B1 DNAJC13 DOCK7 DPAGT1 DTD1 ECH1 ECHS1 ECT2 EHMT2 EIF1AX EIF4G2 ELOF1 EMC6 EMP3 ERH EVL FIGNL1 FKBP4 FMR1 FOXG1 FSTL1 GAS1 GAS2 GCAT GJA1 GMNN GSDME GSTZ1 GTF2I GUSB H2AZ2 HAS2 HAT1 HAUS3 HAUS6 HELLS HMGB2 HMGN2 HNRNPA1L2 HNRNPL HSPA4 ID2 ILF3 INCENP INTS8 IPO4 IRAK1 IVD JPT1 KIF11 KIF23 KPNA2 LAGE3 LARP7 LOXL1 LSM2 LSM3 LUC7L3 MAP4 MARCKS MCM2 MCM4 MET MKI67 MRPL18 MRPL20 MRPL48 MRPS21 NAA38 NCAM1 NCBP2 NDE1 NDN NDUFA13 NDUFB8 NFIB NFKB1 NFYC NME1 NNT NONO NOP58 NR2F1 NR2F2 NUP35 NUP85 NUP88 ODC1 P3H3 PBRM1 PCDH7 PCLAF PDCD6IP PKD2 PKP4 PLAGL1 PNP POLE2 POSTN PPA2 PPP1R7 PRELID1 PRIM1 PRIM2 PROS1 PSIP1 PSMB5 PSMC3 PSMD6 PTN PTOV1 PTPRK RACGAP1 RARS2 RASA1 RBL1 RBM3 RCBTB1 RCN2 RFC5 RHOJ RPA2 RRM1 RSRP1 RXYLT1 SERF2 SET SF3A3 SFRP2 SLBP SLC35A1 SLC38A4 SLIRP SMARCE1 SNORA57 SNRPA SPCS2 SPTSSA SRSF1 SRSF6 ST7 STMN1 STRAP TACC3 TARDBP TGFBI TIA1 TMPO TOMM5 TOPBP1 TRIP13 TSEN34 TTK TUBB2A TUFM TYMS U2AF2 UBE2E3 UBE2M UHRF1 VCAN WLS WTAP YWHAB ZNF544 PANGAS_TUMOR_SUPPRESSION_BY_SMAD1_AND_SMAD5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PANGAS_TUMOR_SUPPRESSION_BY_SMAD1_AND_SMAD5_DN ABCA7 ACSL3 ADCK5 ALG12 ALMS1 ANAPC7 ARL5B ARL6IP1 ARRDC4 ASTN1 ATP1A1 BMPR1B BORA BRAF C11orf24 CBS CERT1 CHFR CHST8 CLN8 CNOT6 CNTF CNTROB COMP CORO7 CYRIB DAB1 DNAJA4 DNAJC10 DRD4 DUSP9 EFCAB11 ELOVL2 ELOVL6 ERGIC2 EXT1 FAM161A FAM234A FDFT1 FGFRL1 FOSL2 GABRA1 GABRB2 GPD2 GPX7 GREB1 GREB1L GREM1 GSTK1 HAUS7 HCN1 HIF1A HM13 HMGB2 HSD17B1 HSPA13 ICAM4 ID1 IGF2R IGFBP2 INHBB INPPL1 INSYN2B KNSTRN KSR1 LARGE2 LBR LDLR LHCGR LIFR LPCAT1 LRIG2 LRP11 LRP8 LYRM9 MAGEA13P MAP3K7 MAPK9 MAPKBP1 MAPRE2 MASP1 MAX MEG3 MEG8 MFAP3 MFAP3L MFSD2A MINDY3 MRPS21 MUS81 NFKB2 NIPA2 NPPC NPR2 OLFM1 OSGIN2 PAIP1 PARL PCDH18 PIGO PLEKHD1 PLEKHH1 PPT2 PRLR PTBP3 QSOX1 RAB33A RACK1 RBBP4 RBMX RCE1 RGS13 RIMKLB RSRP1 SCD SDF2L1 SERPINA3 SLC16A1 SLFN12L SPTY2D1 SRBD1 SREBF2 SRPRB SRSF7 SUCO SUPT16H SUSD4 TANGO2 TMED1 TMEM185B TMEM268 TMEM30A TMEM39A TMX1 TNFSF11 TOM1L1 TOX TULP2 TXK UGCG USP3 UTP14C WAPL WFS1 YBX1 YIPF4 ZDHHC2 ZSWIM7 PANGAS_TUMOR_SUPPRESSION_BY_SMAD1_AND_SMAD5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PANGAS_TUMOR_SUPPRESSION_BY_SMAD1_AND_SMAD5_UP ADGRE1 ALDH1B1 ANGPTL1 APBB2 APOA1 ARHGEF25 ART3 BAG2 BMP7 BMPER C16orf54 C1QA CACNA1C CADM4 CAMK2N2 CAMKMT CARM1 CAV2 CAVIN3 CCL27 CDK14 CELF2 CHCHD10 CLEC7A COL12A1 CPD CRYAB CST12P DOC2B DTD1 EFS EMILIN1 EMP3 ENOX1 ETS1 EVA1B EYA4 FAM110C FBLN5 FGD1 FSTL1 GLI1 GMFG GMPR GNA14 GSN GSTO1 GXYLT2 HDGFL3 HMGA2 HS6ST2 IARS1 IFI16 IL2RG IRAG1 KLHL6 KMT2C L3HYPDH L3MBTL3 LAPTM5 LASP1 LBH LCP1 LITAF LRIG1 LRRC4 LRRK1 LYZ MATN2 MCF2L MMP2 MVP NAV1 NEDD9 NFATC1 NFIX NHSL2 NIBAN2 NID1 NUAK1 OTUD1 PAICS PCBD1 PKIA PLSCR1 PLTP PLXDC1 PRUNE2 PTPN1 PTPN12 RBMS3 RBP1 RFTN1 RGMA RGS5 RPL14 RPL22 RPL22L1 S100A16 SARDH SEPTIN11 SEPTIN4 SERPINB9 SIPA1L1 SMAD5 SMCO4 SMIM22 SMTNL2 SNX24 SORCS2 SPIN1 STOX2 TAOK3 TCF4 TCIM TGFBI TGM2 TMCC3 TMEM178B TMEM204 TMSB4X TNFAIP8 TP63 TRIM5 TRPT1 TTC39A TYRO3 UNC13D VEGFD WIPF1 ZFP36L1 ZG16 ZHX3 ZNF423 PAPASPYRIDONOS_UNSTABLE_ATEROSCLEROTIC_PLAQUE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAPASPYRIDONOS_UNSTABLE_ATEROSCLEROTIC_PLAQUE_DN ACTC1 ADCY9 CCN3 CPED1 CRIM1 CSRP2 DSEL DSTN EGFR EID1 EMP2 FIBIN FMOD GJA1 GRK5 HSPB1 ID4 JAM3 KCNMB1 LHFPL6 LMOD1 MAGED2 MAP1B MXRA7 MYH11 MYLIP MYLK NIBAN1 PAM PFKM PKD2 PKIG PMEPA1 PRELP PTGIS RABGAP1 RASL12 SOD3 SORBS2 SUSD5 SYNPO2 TNS1 TPD52L1 PAPASPYRIDONOS_UNSTABLE_ATEROSCLEROTIC_PLAQUE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PAPASPYRIDONOS_UNSTABLE_ATEROSCLEROTIC_PLAQUE_UP ACP5 ATP2B1 BAZ1A CCL18 CD163 CD84 CREG1 CSF2RB CTSB CTSS CXCL2 DAB2 DUSP6 F11R FCGR3A FUCA1 GALE GLUL GM2A GRN HLA-G IDH1 IFI30 IFIT3 LAMP1 LGMN MLEC MPEG1 MS4A4A NCKAP1L NPL PAPSS2 PLA2G7 PLEKHB2 RAPGEF1 RARRES1 RBMS1 RGCC RNASET2 RPN2 RSAD2 SAMSN1 SAT1 SEL1L3 SGK1 SIGLEC15 SLC17A5 SLC39A8 SOD2 SRGN TDP2 TRAK2 TRAM1 PARENT_MTOR_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARENT_MTOR_SIGNALING_DN ADAM19 ALMS1 ANKRD2 AQP6 BMP2 CD248 CEACAM1 CNN1 CNTN1 CRABP2 CXCL3 EIF5 ELOVL5 ENGASE EREG EXO5 FGF2 FGF5 FHL3 HGF ITGAM KRT86 MAGEA9 MMP24 MPRIP MYL4 NECTIN1 NRCAM PAXBP1 PDGFB POLR3G PTCRA RGS16 RPL12 SIGLEC7 SLC12A6 SLC26A10P SPN SSX2IP TGFB3 TOX3 UBE2D2 VEGFA WFDC2 PARENT_MTOR_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARENT_MTOR_SIGNALING_UP AASDHPPT ABCD4 ACOX1 ACOX3 ACYP1 ADA ADCY8 ADCY9 ADM AGER AGFG2 AHCYL1 AIFM1 AIM2 AKAP13 AKR1C4 AKR7A2 ALAD ALAS1 ALDH3A2 ALDH4A1 ALDH7A1 AMBRA1 ANO10 ANXA13 AP2A2 AP3B1 APEX2 APOM ARHGAP26 ARL3 ARL4C ARNT ARRB1 ASB13 ASXL1 ATF7IP ATP6AP2 ATP6V0E1 ATXN1 ATXN7L1 BBS4 BCAS3 BCHE BGLAP BIN1 BNIP3L BRWD1 BTD C10orf95-AS1 C1QTNF1 CABIN1 CACTIN CALCOCO1 CAPG CAPN15 CAPN7 CASKIN2 CASP8 CASP9 CAST CATSPER2 CBLB CCHCR1 CCNG2 CD40 CD44 CD53 CD63 CD86 CDC40 CDK12 CDK18 CDK5RAP3 CDO1 CEBPA CEBPD CEP250 CEP350 CHD1L CHD4 CHMP1B CIDEC CIR1 CITED2 CLEC2B CLK2 CLSTN1 CNNM2 COMMD10 COPG1 COPZ1 COQ6 CP CPM CPQ CPSF1 CPT2 CRADD CREBL2 CRYGD CRYGS CRYL1 CSNK1A1 CSRP2 CSTPP1 CTBP2 CTDNEP1 CTDP1 CTH CTNNB1 CTNND1 CUL9 CYB561 CYP19A1 CYP2A6 CYP46A1 CYP4F11 CYP4F12 CYP4F2 CYTH4 DBP DBT DCTN5 DDIT4 DDO DELE1 DENND2B DEPDC5 DES DGKH DGLUCY DHCR7 DHFR DHODH DHRS12 DHX30 DHX57 DHX9 DIP2A DLST DNAAF1 DNAI4 DNAJA4 DNAJC17 DNAJC3 DOCK6 DOCK9 DPH1 DRD2 DUS1L DYRK4 ECHDC2 ECHDC3 ECI2 EDA EEF2 EFL1 EFNA1 EFNA4 EHD2 EHMT2 EID1 EIF2B5 EIF3C EIF5A ELF3 ELOB ELP4 EML3 ENPEP EPB41L4A ESRRG ETHE1 EVL EXOC3 EZH1 F11 F2RL1 FABP4 FADD FAF1 FAM120C FAM13A FAM174B FANCG FARP1 FCGRT FDPS FGB FKBP1A FKBP1B FLII FLRT1 FN1 G0S2 GABARAPL1 GALT GAS2 GATB GBF1 GCDH GIT2 GLG1 GLRX GLUD1 GMPR GNAS GOSR2 GPHN GPR137 GPR153 GRHPR GSTT1 GSTT2 GTF2H3 GTF3C1 GYG2 H4C14 HADHA HADHB HAUS5 HDAC6 HDHD5 HEATR6 HECTD3 HELZ HLA-DRB1 HLA-DRB4 HMGCL HMGCS1 HOPX HPN HPS4 HSD17B2 HSPA4 IDH3B IFI16 IFT122 IFT140 IFT46 IGFBP1 IL13RA2 IL17RC IL1R1 ING1 INTS6 INTS9 IP6K2 IQCE IQCG IQGAP1 IRAK4 ITGA10 ITGA7 JAK2 KAT6A KAT6B KATNIP KCNK1 KCTD2 KDM4B KDM5A KIR2DL5A KLF12 KLF3 KLHL20 KLHL9 L2HGDH LAMA2 LAMB3 LHPP LIAS LIG1 LRP1 LTBP1 LYPLA2 LYRM9 MADD MAGEA5P MAGEC1 MAGEC2 MAP2K5 MAP2K6 MAP3K3 MAP3K5 MAP3K6 MAST2 MAZ MCM4 MDH2 ME3 MED18 MFSD10 MIA MIR9-1HG MKS1 MLYCD MOGS MPDZ MRPS27 MSH3 MSRB1 MSRB2 MTOR MVD MYO15B MYO1C MYO1D MYO9B NAB2 NADSYN1 NASP NBAS NBR1 NCAPG NCAPH2 NCBP2 NCKAP1L NCKIPSD NDUFS1 NFX1 NIPSNAP1 NONO NPEPPS NPIPB15 NPRL2 NRDC NSD1 NSDHL NUP188 OAS1 OASL ODR4 OGA OSER1 OSGEPL1 OTUB2 OXR1 P4HTM PAFAH2 PANK4 PAPSS1 PBX2P1 PCBP2 PCCA PCDH9 PCIF1 PCK2 PDCD4 PDE4A PDE4DIP PDE6D PDHA1 PDK2 PDK3 PDK4 PECAM1 PECR PEPD PEX5 PEX6 PGAP2 PHF3 PHGDH PHKG2 PI4KA PIAS1 PIP5K1C PIWIL2 PLA2G2A PLAG1 PLCB1 PLCG1 PLOD1 PMM1 PMS2 PNRC1 POLG PPARA PPARD PPDPF PPIE PPIG PPP1R7 PPP3CA PRDX2 PRIM2 PRKAG2 PRKAR1A PRKAR2A PRKD1 PRODH2 PRRC2B PRUNE1 PSD4 PSIP1 PSMC5 PSMF1 PSPH PTBP1 PTPN18 PTPN6 PTPRA PYGL RAB11FIP3 RAB3GAP1 RAB5B RAD50 RANBP9 RBFA RBM10 RBM19 RBM48 RBM5 RBMY2AP RCBTB2 RCE1 RDX RECQL RECQL4 RESF1 RGP1 RHEB RIC8B RNF123 RNF41 RNGTT RORA RPGR RPP21 RSL1D1 RTEL1 RTN1 RXRB SAMD9 SAP18 SASH1 SCRIB SDHA SEC22B SEMA3A SEMA4F SEPTIN4 SERGEF SERPIND1 SGSM3 SHMT2 SIRT3 SIX2 SKAP2 SKP1 SLC11A2 SLC17A5 SLC22A1 SLC25A28 SLC25A38 SLC25A4 SLC27A3 SLC35C2 SLC39A7 SLC4A4 SLC6A8 SLIT1 SMARCA2 SMARCD1 SMPD1 SNAPC3 SNRNP70 SNTB1 SP110 SPAG9 SREBF2 SRGAP2 SRPX SRRT SSX2 SSX5 ST6GAL1 STAT1 STRA6 SULT1A2 SUPT4H1 SUPT5H SUPT6H SURF1 SVIL SYNE1 SYNE2 SYT1 TAB1 TANK TBC1D22A TBC1D8B TBC1D9B TCF25 TCF4 TEAD1 TECPR2 TF TFF3 TFPI THADA THBS3 THNSL2 TINF2 TM9SF4 TMBIM6 TMC6 TMEM53 TMEM8B TNFRSF10C TNFRSF11B TNFRSF1A TNFRSF25 TNFSF10 TNFSF13 TNRC6B TOP3A TPCN1 TPGS2 TRADD TRANK1 TRIM45 TRIM52-AS1 TRIOBP TRPM2 TSC2 TSC22D3 TSFM TSHZ2 TSPAN31 TTC38 TUBG2 TXNRD3 UBE2L3 UBE4B UBL4A UBTD1 UNC45A UPF1 USE1 USP34 USP47 VAMP4 VAPB VAT1 VEGFB VPS11 VPS13C VPS13D WDR48 WRAP73 WWOX XPO6 YIPF3 ZCWPW1 ZER1 ZFTRAF1 ZKSCAN5 ZMYM5 ZMYND8 ZNF142 ZNF324B ZNF34 ZNF557 ZNF710-AS1 PARK_APL_PATHOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_APL_PATHOGENESIS_DN APP ASAH1 BTG1 CEBPA CES1 CKAP4 COL4A2 CORO1A CTSD CXCL8 CYBB ELANE FKBP5 GAL GLUL GPI GPNMB IFI30 IL32 JUNB LSP1 LYST LYZ MNDA NEU1 NFKBIE NR2F6 PECAM1 PPP5C PRCC PRKCA PRTN3 QSOX1 RAB27A RAB31 RNASE3 S100P SERPINB2 SIRPA SLC20A1 SLC29A1 SMOX SPI1 SRF SRGN SRPK1 VAT1 ZYX PARK_APL_PATHOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_APL_PATHOGENESIS_UP AHR ANXA1 GZMA HINT1 MEF2C MPO PSMB9 PSME2 SELPLG SOX4 STIP1 SUCLG1 TMSB10 UBE4A PARK_HSC_AND_MULTIPOTENT_PROGENITORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_HSC_AND_MULTIPOTENT_PROGENITORS ATP6V0E1 BIRC5 BRCA2 C5orf24 CCT8 CDKN2D CIZ1 CNBP CNTRL FIZ1 GDI2 H3-3B ITM2B KAT2A KPNB1 LMO2 LY6E MAPK14 MEF2C MRPL4 NAP1L4 P2RY4 PPIA PSMB2 PTMA RAMP1 RAMP2 RNF4 RPSA SCMH1 SEPTIN6 SERF2 SKP1 SMARCE1 SNX5 SORBS3 SRSF3 TAGLN2 TP53 TSN TTC3 VAMP5 VEZF1 ZNF148 ZNF708 PARK_HSC_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_HSC_MARKERS ANKRD17 ARL6IP1 ARPC1A ASH1L AURKB BCL11A BMI1 CCL3 CCNDBP1 CCNH CD24 CD34 CLK4 DMXL1 ELF1 FLT3LG KIT LAPTM5 LPCAT3 LSP1 LYN MCL1 MEA1 MECOM MEIS1 MTCP1 NFE2 NKG7 NOTCH1 PARK7 PCM1 RASA1 RBBP6 RGS2 SDF4 SLC25A39 SPAG9 SRSF2 SSRP1 TCF4 TLK2 VSX2 WNK1 ZFAND5 PARK_HSC_VS_MULTIPOTENT_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_HSC_VS_MULTIPOTENT_PROGENITORS_DN ARHGDIB CALM1 CNN2 EZH2 HOXA9 KDM4C KPNA2 NPM1 PRG2 PTPN12 PWP1 RPL6 SFT2D1 SLC25A5 TMEM60 PARK_HSC_VS_MULTIPOTENT_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_HSC_VS_MULTIPOTENT_PROGENITORS_UP CAPNS1 CCT7 CELF2 CLIP2 DCUN1D1 GIMAP6 HAT1 HMGB1 MACROH2A1 MALAT1 NEDD4 NFIX PABPC1 PRKAR1A RBM3 RPGRIP1 SMG1 TMEM14A ZNF207 PARK_OSTEOBLAST_DIFFERENTIATION_BY_PHENYLAMIL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_OSTEOBLAST_DIFFERENTIATION_BY_PHENYLAMIL_DN ARHGAP18 CCL7 EDNRA MCF2L PLOD2 SERPINB1 PARK_OSTEOBLAST_DIFFERENTIATION_BY_PHENYLAMIL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_OSTEOBLAST_DIFFERENTIATION_BY_PHENYLAMIL_UP ALDH1L2 CHAC1 CLDN1 COX6A2 CYP26B1 DLK2 FST RGCC RGS3 SLC6A9 THBS1 TRIB3 PARK_TRETINOIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_TRETINOIN_RESPONSE ALOX5AP CEBPE FGR MERTK NCF1 NDRG1 PIM1 PLEK SLA SLC2A5 SMOX THBD PARK_TRETINOIN_RESPONSE_AND_PML_RARA_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_TRETINOIN_RESPONSE_AND_PML_RARA_FUSION ALOX5AP ARHGAP45 BIK CD38 CEBPA CEBPE ELF4 FGR HOXA1 IDH1 IER3 IGFBP6 IRF1 JUND LITAF LSP1 NCF1 NDRG1 PIM1 PKN1 PSAP RARG SEMA4D SLA SLC2A5 SPI1 TNFAIP2 TNFRSF1B TOP1 UPP1 PARK_TRETINOIN_RESPONSE_AND_RARA_PLZF_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PARK_TRETINOIN_RESPONSE_AND_RARA_PLZF_FUSION ALOX5AP ARHGAP45 CEBPA CEBPE FGR FLNB GYPC IDH1 IER3 LBR LPO NCF1 NDRG1 PIM1 PLCB2 PLEK PPARG PTPN6 SLC2A5 SPI1 ST3GAL1 TLE3 UPP1 PASINI_SUZ12_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASINI_SUZ12_TARGETS_DN ABHD2 ABRACL ABTB2 ACSL4 ACTA1 ACTA2 ACTC1 ACTN1 ADK AHNAK AIF1L AKT1 AMFR AMMECR1L AMOTL1 AMOTL2 ANXA1 ANXA2 ANXA3 ANXA5 APP ARAP3 ARL4C AXL B2M BACH2 BAZ1A BDNF BHLHE40 BMP1 BMP2 BMP4 BNIP2 BTG2 CA3 CALD1 CAP1 CAPN2 CAV1 CAV2 CAVIN1 CCN1 CCN4 CCNG1 CD151 CD24 CD276 CDH2 CDK6 CDKN1A CDKN2B CFL2 CGN CITED2 CLDN12 CLIC1 CMTM3 CMTM7 CNN1 CNN2 COL11A1 COL1A1 COL1A2 COL3A1 COL4A5 COL5A1 COLEC12 CORO1C CPE CRLF1 CRMP1 CRYAB CSF1 CSN3 CSNK1G1 CSRP1 CXADR CYFIP2 CYP1B1 DBN1 DCBLD2 DDX6 DOCK11 DPYSL2 DSP DUSP1 DUSP14 DUSP6 DYRK2 EFEMP1 EFNA5 EID1 ELOC ELOVL1 EPHA1 ERRFI1 ETS1 F3 FAM107B FARP1 FILIP1L FLNA FLNC FLRT3 FN1 FOSL2 FOXP1 FRMD4B FZD2 GAP43 GBP2 GHR GLI3 GLIPR2 GMFB GNAS GNG12 GNG2 GNG3 GPRC5A GRB10 GSN HACD1 HBEGF HMGA2 HMGN3 HS6ST2 ID2 IDI1 IER3 IER5 IGFBP3 IGFBP4 IGFBP5 ILK IRS1 IRS2 ITGA3 ITGAV ITGB1 JAG1 JUN KCTD10 KIF5C KLF6 KLF7 KLHDC2 KLHL9 KPNA4 KRT18 KRT19 KRT8 LGALS1 LHFPL6 LIMD1 LIMD2 LOXL2 LPAR4 LPGAT1 LPP LRATD2 LRP8 LRRFIP1 LTB MALAT1 MARCKS MARVELD2 MEG3 MEG8 METRNL MLLT11 MMP14 MSN MTPN MYADM MYC MYH10 MYO1C NCS1 NEFL NPNT NR6A1 NREP NT5E NUAK1 PALLD PARVA PAWR PDGFB PDLIM3 PDLIM5 PDLIM7 PEA15 PERP PHC2 PHIP PHLDA1 PHLDB2 PIK3R3 PITX2 PKIA PKP2 PLIN2 PLK2 PLOD2 PMP22 POGLUT2 POU3F1 PPBP PPP1R18 PRICKLE1 PRNP PROM1 PRPF40A PRSS23 PRTG PTPN12 PWWP3B PXDN RAB34 RAP2B RBMS1 RBP1 RCN2 RDH10 REEP3 RHOB RHOBTB3 RND3 RO60 RPS6KA3 RRAS2 RTN3 RYK S100A10 S100A6 SAMD4A SCD SCOC SDC1 SELENOW SEMA3C SEMA3E SERPINB9 SERPINH1 SERTAD4 SETD7 SFN SH3BGRL SH3GLB1 SH3PXD2A SHB SKIL SLC25A24 SLC39A6 SMO SOAT1 SOCS6 SOX11 SOX4 SP5 SPSB1 STEAP1 STEAP2 STMN2 STX6 SULF1 SUZ12 SYNPO2L SYT11 TAGLN TAX1BP3 TBXT TCEAL8 TCF12 TENM3 TES TGFB1I1 TGFB2 THBS1 TIMM44 TIMP2 TMBIM1 TMCC3 TMEM123 TMEM30A TMEM43 TMEM47 TMPRSS2 TNFRSF12A TNFRSF19 TPM1 TPM2 TPM4 TRIB1 TSPAN2 TSPAN9 TTYH3 TUBA1A TUBB6 UBE2E1 UBE2J1 VAT1 VCAN VCL VGLL3 VIM WLS WNK1 WNT4 WWTR1 YAF2 ZDHHC9 ZMYND8 ZNF562 ZYX PASINI_SUZ12_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASINI_SUZ12_TARGETS_UP ACAA2 AGTRAP AIRE AK7 ALDH6A1 AQP3 ASS1 BCLAF3 BICRAL C15orf48 CALCOCO2 CDC5L CENPM CHAC1 CHCHD10 COBL CXorf49 CYCTP CYP2S1 DNAJC6 DNMT3L ENAH EPAS1 EPOP ESRRB FABP3 FBXO15 FGF4 FMR1NB FNTB FTH1P19 GABARAPL2 GJB3 GM2A GSTP1 HDAC6 HESX1 HPRT1 HSD17B14 HSF2BP HTRA1 IFITM1 IMPA2 IPMK ITPR3 JAM2 KHDC3L KLF2 KLF4 KLHL13 KMT2C LAMA1 LAPTM5 LIPH LRRC2 LY6G6E MANBA MIR675 MORC1 MOV10 MREG MSC MT1A MTMR12 MYBL2 MYL11 NANOG NFATC2IP NPHS1 NPL NR0B1 OOEP OTX2 PCK2 PFKP PHF11 PLEKHA4 PNMA5 PRDM14 PSMA8 PURA RDM1 RHOXF2 RNF125 RNF17 RPAP1 RPL39L RPP25 SATB2 SEMA4B SLC25A20 SLC29A1 SLC39A4 SORD SPP1 TBX3 TCL1A TET1 TET2 TEX15 TEX19 TFCP2L1 TFPI TM7SF3 TMEM40 TMEM64 TRIB3 ULK1 UPP1 USP9X WNK3 ZC3HAV1 ZNF616 PASQUALUCCI_LYMPHOMA_BY_GC_STAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASQUALUCCI_LYMPHOMA_BY_GC_STAGE_DN ACSS1 AFF3 ANKRD13A ANKRD44 ANP32E ARHGAP15 ARHGDIB ARHGEF18 ATXN7L1 B3GNT5 BACH2 BAG2 BANK1 BCAT1 BCL11A BCL7A BLVRB BRD3 BTBD1 BTG1 CAMKK2 CBFB CCDC50 CCR7 CD19 CD22 CD24 CD37 CD55 CD79A CDK19 CDKN2C CDKN2D CECR2 CELF2 CHCHD10 CHD1 CHST7 CKLF CLIC1 CNN3 CNOT6L CORO1A CORO7 COTL1 CPLX2 CPM CPN1 CPSF6 CRIP1 CUX1 CXXC5 CYFIP2 DEK DIRAS2 DNAH8 DNAJC9 E2F2 EBF1 EMB ETS1 EZH2 FAM111A FAM43A FCHO1 FCRLA FH FRAT2 FRYL FUS GFOD1 GMFG GNA15 GPD1L GYPC H2BC11 HHEX HNRNPDL ID3 IGHD IRAG2 ITPR1 JAKMIP1 KLF2 KLHL14 KLHL24 LACTB LCP1 LIMD2 LSP1 MEX3B MKNK2 MTERF2 MTPN MYBPC2 MYO1G NAP1L1 NAPSA NEDD9 NIBAN3 NUCKS1 NUDT19 OBI1 PAX5 PCLAF PDE2A PDE3B PDLIM1 PGP PHC2 PLEKHA2 PPM1E PRKACB PRKCB PTBP3 PTGR3 PTPRCAP PUM2 RABEP2 RASGRP1 RASGRP2 RASSF3 RBM38 RBM43 RCSD1 RDH12 RFX7 RIN3 RIPOR2 RNF2 S100A10 SASH3 SBK1 SERPINB1 SESN3 SH3BP5 SH3KBP1 SLC25A37 SMARCE1 SMIM14 SMS SNN SNRPN SNX2 SPAST SRSF1 STAG2 STK4 STX7 SUSD3 SYNCRIP SYPL1 TMEM229B TMEM243 TMSB10 TNFAIP8 TNFRSF19 TNNI2 TOP2B TRA2A TRIB2 TUSC3 UBE2D1 UBE2D3 UQCC5 USP25 VPREB3 WAS WDFY4 ZBTB18 ZCCHC2 ZFPM1 PASQUALUCCI_LYMPHOMA_BY_GC_STAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASQUALUCCI_LYMPHOMA_BY_GC_STAGE_UP ABCA1 ABCB1 ABCC1 ADA AGPAT5 AIG1 ALDH7A1 AMZ2 ANKRD6 ANTXR1 ANXA5 ARMCX2 ARMCX3 ASNS ASPH ATOSA ATP2B4 ATP6V0C B3GALNT1 BASP1 BBS2 BBS7 BEX3 BHLHA15 BLNK BMP8B BTG2 BTG3 C15orf39 CACNA1H CACNB3 CCN4 CCND2 CCNG1 CCPG1 CD2BP2 CD44 CDC42BPB CDK18 CDV3 CEBPB CERS6 CFAP251 CHID1 CHRND CHST11 CITED2 CKAP4 CLPTM1L CLTB CLVS1 CNPY2 COQ3 CORO2B CPEB3 CPED1 CREB3L2 CRELD2 CRLF1 CSRNP1 CTSZ CYSTM1 DCAF12 DCLRE1B DENND5B DERL1 DLL3 DSP DUSP14 DUSP16 DUSP22 DUSP9 DYNLL2 EAF2 ECHDC2 ECI2 EDEM1 EDEM2 ELL2 ENPP1 ENTPD1 EPCAM EPDR1 EPPK1 ERGIC1 ERO1A EVC2 EXTL2 EYA4 FABP5 FADS2 FADS3 FAM135A FARP2 FAXC FBXO17 FILIP1 FIRRE FKBP11 FKBP14 FNDC3B FNIP2 FOXP2 FUT4 GABRA4 GGTA1 GLS2 GORASP2 GPM6A GPR89A GSTP1 GUSB HDLBP HID1 HIPK1 HIVEP3 HM13 HNRNPLL HSP90B1 ICA1 IFITM3 IGF1R IL6ST INTU IRF4 IRF6 IRS2 ITGB5 KCNN4 KDELR1 KDELR2 KIAA1217 LAPTM4A LAPTM4B LARGE2 LARS1 LAX1 LEPROTL1 LMAN1 LPIN2 MAGED1 MALAT1 MAMDC2 MAN1B1 MANF MANSC1 MATN2 MBOAT2 MCFD2 MFSD4A MGARP MPZL2 MT1A MT2A MTDH MYO1D MYOM1 NARS1 NBEA NCKAP1 NEGR1 NFIL3 NOMO1 NRG2 NSD3 NUDT4 OSBPL1A OXR1 P4HB PAWR PDIA3 PDIA4 PDIA6 PECR PEX11A PGAM2 PHLDA1 PHLDA3 PIK3CB PIWIL4 PLA2G12A PLEKHF1 PON2 PPA1 PPEF2 PRDM1 PRICKLE1 PRRG4 PVR PYCR1 RAB20 RAB2A RAB3D RABGGTA RASIP1 RBM47 REXO2 RGS3 RHOB RHOBTB1 RHOBTB3 RHPN2 RPN1 RRBP1 RRP1B SDC1 SDC3 SEC24A SEC24D SEC61A1 SEL1L SELENOM SELPLG SEMA4G SH3BGRL2 SHROOM3 SKIL SLAMF9 SLC12A8 SLC16A6 SLC1A3 SLC25A33 SLC25A39 SLC38A10 SLC46A1 SLC7A5 SMOC1 SMPDL3B SNAI2 SPAG6 SPATS2 SPCS1 SPCS2 SPINT1 SPINT2 SRP54 SRP68 SRPRB SSR1 SSR2 SSR3 ST14 STARD5 STING1 STT3A SURF4 SYDE2 SYNE4 TACC2 TANC2 TENT5C TERT TG TGM2 TJP1 TMED1 TMED10 TMED9 TMEM150A TMEM248 TMEM38B TNFRSF17 TOP1MT TP53INP1 TPST1 TPST2 TRIB1 TRPT1 TSPAN13 TSPAN15 TSPAN31 TST TTC13 TULP3 TXNDC11 UACA UBE2J1 UCK2 UNC13B USP2 WDR45 WFS1 WIPI1 XBP1 YAP1 YIPF6 ZNF25 PASTURAL_RIZ1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASTURAL_RIZ1_TARGETS_DN CDKN1C DLK1 IGF1 LAPTM5 SV2B PASTURAL_RIZ1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PASTURAL_RIZ1_TARGETS_UP CLIC2 ENPP3 FGF13 HEMGN HLA-E LIMS1 LRRC61 PLIN2 RFESD SPARC PATIL_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PATIL_LIVER_CANCER AACS ABCB10 ABCC6 ABCF1 ABL2 ACACA ACBD3 ACLY ACTR6 ADAM15 ADSL AFP AGAP1 AGO1 AGO2 AGRN AKR1C3 AKT1S1 ALDH18A1 ALDOA ANGEL1 ANKIB1 ANKRD27 ANXA2 AP1S1 AP3M2 AP3S1 APH1A ARF3 ARFGEF1 ARHGAP39 ARID3A ARID4B ARL2 ARL4A ARMC1 ARNT ASAP1 ASF1B ATAD2 ATP6AP1 ATP6V1H ATRN AURKA B4GALT3 BAIAP2L1 BAIAP2L2 BAK1 BBLN BBX BCAP31 BCAT2 BEX2 BLTP2 BLZF1 BMI1 BOLA1 BPNT2 BPTF BSG BTN2A1 BTN2A2 BUB1 C1orf43 C2orf27A C2orf74-DT C6orf136 CABLES2 CALR CAMK2G CANX CAP2 CAPG CAPN1 CASP2 CBX1 CCDC117 CCDC14 CCDC88A CCDC93 CCNA2 CCT4 CCT5 CD109 CD24 CD34 CD46 CD47 CDC25A CDC25B CDC42SE1 CDC45 CDC6 CDCA5 CDCA7 CDCA8 CDIN1 CDK1 CDK4 CDK7 CDKN2AIPNL CDKN2C CDKN3 CENPF CENPJ CENPM CENPQ CENPU CENPW CEP192 CEP55 CEP85 CEP97 CETN2 CHAF1A CHEK1 CHML CKLF CKS1B CLGN CLK2 CLN3 CLPTM1 CLPTM1L CLSTN1 CNIH4 COL1A2 COL4A1 COL4A2 COL5A2 COL7A1 COLEC12 COPS5 CPD CPLX2 CPNE1 CPQ CPSF2 CREB3L2 CRTAP CSNK2B CTSA CUL7 CUTA CYC1 CYRIB CYSTM1 DAB1 DCAF7 DCK DDOST DDX11 DDX12P DENND11 DEPDC1B DGCR2 DHFR DIDO1 DKK1 DLEU2 DLG5 DLGAP5 DONSON DPH1 DPM2 DSP DTL DUS4L DUSP12 DVL2 DVL3 DYNC1H1 E2F1 E2F2 E2F3 EFNA1 EHMT2 EIF3E EIF4EBP2 ELMO1 ELOVL5 EML2 ENAH ENPP2 ENSG00000245748 ENSG00000284691 ENTREP3 EPS8L3 ERI3 ERMP1 ESCO2 ESPL1 ETV1 ETV4 EXTL3 EZH2 F13A1 FABP5 FADS1 FADS2 FAM136A FAM241B FAM72B FAM83H FANCG FASTK FBXO45 FDPS FEN1 FGFR4 FKBP11 FLAD1 FLVCR1 FOXM1 GABRE GARRE1 GCLM GDAP1 GLA GMCL1 GMNN GNA12 GNPAT GON4L GPAA1 GPC3 GPNMB GPS1 GPSM2 GRAMD1A GRINA GRN GSTA4 GTF3C3 H1-0 H2AC6 H2AX H2BC12 H2BC21 H2BC4 H2BC5 H4C3 HACD3 HAUS3 HCFC1 HDAC11 HEATR6 HELLS HGS HHAT HIF1AN HIPK2 HJURP HLTF HMGA1 HMGN2 HMMR HNRNPA2B1 HORMAD1 HPS4 HRCT1 HSF2 HTATIP2 IARS1 IDI1 IFT20 IFT81 IGF2BP1 IGSF1 IL21R ILF2 ILF3 INAVA INTS7 INTS8 IP6K1 IRAK1 IRF2BP2 ISL2 ITGA2 JMJD4 KDELR3 KDM5B KIF11 KIF20B KIF23 KLB KLF13 KLHL23 KNSTRN KNTC1 KPNA2 LAGE3 LAMA4 LAMP2 LAPTM4B LARP1 LBR LCN2 LGR5 LIG3 LINC00205 LINC00294 LINC01089 LINC01138 LMNB2 LMTK2 LOXL2 LPGAT1 LRRC42 LSM14B LSM4 LYZ MAD2L1 MAF1 MAFG MAL2 MALSU1 MAML1 MAP1B MAP4K4 MAPK8IP2 MAVS MAZ MBNL3 MBOAT7 MCM3 MCM4 MCM5 MCM6 MCRS1 MEF2D MGAT4A MID1IP1 MINDY1 MIR4435-2HG MIS18A MOSPD1 MPHOSPH9 MPZL1 MRPL42 MSH5 MSTO1 MTDH MTSS1 MXD4 MYBL2 MYCN MYO5C MYPOP MZT1 NAP1L1 NCAPG2 NCKIPSD NCOA2 NCOA3 NCSTN NDRG1 NDRG3 NEDD4L NEK2 NELFE NEU1 NF2 NFYA NHERF1 NHP2 NHSL3 NLRP2 NME2 NOTCH3 NPM1 NPR1 NREP NRM NUCKS1 NUDT1 NUF2 NUP133 NUP155 NUP205 NUP37 NUPR1 NUSAP1 OGT OLA1 ONECUT1 ONECUT2 ORC3 OSBP2 OSTM1 PACC1 PAFAH1B3 PAK1 PARP12 PARP2 PAX8 PBK PCLAF PCNA PDGFRB PEA15 PEG10 PEX2 PFDN6 PGAP4 PGK1 PGP PHF21A PIEZO2 PIGC PIK3C3 PIK3R2 PIR PKMYT1 PLCG1 PLEKHF2 PLK1 PLK4 PLOD3 PLP2 PLXNC1 PODXL POFUT1 POLD1 POLR2K PPARG PPM1F PPOX PPP1CC PPP2R5A PPT2 PRCC PRDX1 PRIM1 PRIM2 PRKAB2 PRKCA PRKDC PRPF6 PRPSAP1 PRRC2C PRUNE1 PSMD10 PSPH PTBP3 PTGES2 PTGFRN PTK2 PTP4A3 PTPN14 PTPRF PTTG1 PUF60 PXMP4 PYGB PYGO2 RAB11A RAB11FIP1 RAB3GAP2 RAD1 RAD21 RAMP1 RAP2A RASSF3 RB1CC1 RBCK1 RBFOX2 RBM12B RBM3 RCC2 RCN2 RDH10 RECQL4 REG1A RER1 RFC4 RGS5 RHBDD3 RHNO1 RHOBTB3 RHOC RNF157 RNF187 RNF213 RNF216P1 RNF43 RPL30 RPRD2 RPS16 RPS19 RPS20 RPS5 RPSA RPTOR RRAGD RRM1 RRM2 RTCA RTN2 RTN3 RUSC1 S100A10 S100P SAC3D1 SCAMP3 SCD SCN8A SCYL1 SELENON SEMA5A SERPINB3 SESTD1 SEZ6L2 SF3B4 SH3PXD2B SHARPIN SHC1 SHISA4 SHKBP1 SKP2 SLC1A4 SLC26A2 SLC26A6 SLC29A1 SLC36A1 SLC38A6 SLC39A1 SLC39A10 SLC6A13 SMC4 SMG5 SMG7 SNHG7 SNRPA1 SNRPB SNRPE SNX27 SOS1 SOX12 SPARC SPATS2 SPMIP5 SPP1 SQLE SRXN1 SSX4B STC1 STK24 STK35 STMN1 STXBP6 SUCO SUPT16H SVIP SYPL1 TADA1 TAF6 TARBP1 TBC1D13 TBC1D5 TBCE TBL1XR1 TCEA1 TCF4 TCOF1 TDP2 TEKT4P2 THOC5 THY1 TIMP1 TK1 TLCD5 TMCO1 TMEM106C TMEM237 TMEM259 TMEM45B TMEM65 TMEM98 TMPO TNPO1 TOB1 TOP2A TP53BP1 TP53BP2 TP53I3 TPD52 TPR TPX2 TRAIP TRIM24 TRIM28 TRIO TRIP13 TRMT1L TRMT61A TROAP TSEN54 TSN TSPAN5 TSPAN8 TTYH3 TUBA1A TUBA3D TUBA4A TUBB TUBG1 TUBG2 TXNRD1 TYMS TYSND1 U2SURP UBA2 UBAP2L UBD UBE2C UBE2M UBE2Q1 UBE2T UBE3B UBN2 UBR5 UBXN2B UCHL5 UCK2 UQCC6 UQCRB URM1 USP1 USP21 USP30 UXS1 VARS1 VAT1 VPS50 VPS72 VWF WASHC5 WNK1 XAGE1A XPO1 XPO5 XPO7 XPOT XPR1 XRCC3 YKT6 YWHAZ YY1AP1 ZCCHC17 ZIC2 ZKSCAN1 ZNF252P ZNF512B ZNF652 ZNF704 ZNF706 ZWILCH ZWINT PEART_HDAC_PROLIFERATION_CLUSTER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEART_HDAC_PROLIFERATION_CLUSTER_DN AIF1 ATF5 AURKA BCAT1 BEST1 BST2 CCNB2 CCNE2 CD3E CDC7 CDK2AP1 CETN3 CTBP1 CUL1 CXCL8 DNPH1 DTYMK EIF2AK2 EMP3 GFI1 GRN HDAC4 HMGA1 IFI16 IFITM1 IFRD2 IGHMBP2 IL2RG ILF3 KATNA1 KNTC1 LCK LIG3 LST1 MAP3K20 MCM3 MCM5 MCM7 MYC NBN NCOA6 NF1 NFIC NME2 NUBP1 PA2G4 PFDN1 PLK1 PLK4 PMS1 POLD3 POLE2 PPP2R1A RAD21 RAD51D RBM14 REPIN1 RIOK3 S100A11 SIPA1 SUV39H1 TFDP2 TLK1 TNFRSF8 TUBE1 UBE2C USP16 WT1 ZMYND11 ZNF330 ZWINT PEART_HDAC_PROLIFERATION_CLUSTER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEART_HDAC_PROLIFERATION_CLUSTER_UP ANLN APBB2 ARHGAP35 BLM BLZF1 BTG1 BTG2 CCNE1 CCNF CCNG1 CDC25C CDC34 CDC37 CDC6 CDK2 CDKN3 CETN2 CGRRF1 CKS2 CREG1 DCTN1 DCTN3 DUSP1 FAM89B HDAC3 HDAC5 ID2 ID3 ING1 INSIG1 KIF2C KLF10 KPNA2 MAPRE2 MLX NDN NEK2 ORC4 PPP1CC PRDX1 QSOX1 RAP1A RECK SEPTIN8 SESN1 SIRT2 SLC12A6 STAMBP STIM1 TOB1 TPD52L2 TREX1 TUSC2 PECE_MAMMARY_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PECE_MAMMARY_STEM_CELL_DN ACER3 AK2 ANKH APP ARHGAP32 ARHGEF2 ATRX BGN BPNT2 BTBD19 BTF3L4 CA12 CALD1 CALM1 CBX3 CCNL1 CDC16 CDC5L CHN1 CNEP1R1 CNOT8 COG6 COL6A1 CTSO CTSZ CUL3 DCTD DDX3X DEGS1 DENND4C DERL1 DESI2 DNM1 EBF1 EMP1 EPB41L3 EPS15 FAP FAT3 FGFR1OP2 FHL1 FN1 GABBR1 GDI2 GLUD1 GNG2 GOLGA8A GPRASP1 GUCY1B1 HEY1 IDI1 IGDCC4 ITGB1 JAG1 JAK1 JMJD1C KCNQ1OT1 KDM7A KIFAP3 KITLG KLF12 KLHL28 KPNB1 LUM MAP1LC3B MARCHF7 MIR214 MMP14 NASP NBPF14 NCBP3 NEAT1 NEMF NID1 NKTR NPEPPS NPIPB13 NREP NSMAF P4HB PALM2AKAP2 PANK3 PCDH18 PCDHB10 PCM1 PDIA3 PLBD1 PNISR POMK PUM2 PURB QNG1 RAB2B RABEP1 RASA1 REXO2 RGS17 RNF146 RO60 RPP14 RUSC1 SCAF4 SEC22B SEC63 SFPQ SHQ1 SLC24A2 SLC25A43 SLC30A7 SLC41A2 SLC7A6 SNED1 SPON1 SQLE SRSF7 STX2 TCF7L2 TIA1 TICAM2 TIMM23B TM9SF2 TMEM230 TNRC6A TPM4 TRIM27 TRIO TRPC1 TSC22D1-AS1 TUG1 TXNIP UBE2K UBL3 UBR5 URI1 UVSSA VCAM1 VCAN WASF3 XRCC5 XRN2 ZBTB1 ZCCHC9 ZDHHC6 ZKSCAN1 PECE_MAMMARY_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PECE_MAMMARY_STEM_CELL_UP ABHD6 ACTG1 AK1 AKR1C1 APOE ATP5F1E ATP5ME ATP5MG BAG3 BBLN CDC42SE2 CEBPD CLTB CLU CNP CNPPD1 COX4I1 COX6C COX7A2 CSTB DDR1 DDT DDX24 DLL1 DUSP7 DYNLL1 EDF1 EEF1D EHD4 EIF3K EPS8L2 F11R FAU FTH1P5 GAPDH GAS5 GNPTAB GUCD1 HINT1 HINT3 IL4R KARS1 KRT14 KRT16 KRT17 KRT6B KRT8 LAMB3 LAMTOR2 MANBA MARS1 MGP MT1E MT1F MT1G MT1H MT1X MT2A NACA NDP NDUFA11 NDUFA6 NDUFAF8 NDUFB2 NDUFS5 NFE2L2 NFIB NOP53 OXLD1 PERP PET100 PKP1 PPIA PRDX2 PTMA RALA RBIS RC3H2 RPL10A RPL13 RPL13A RPL15 RPL18A RPL22 RPL23A RPL24 RPL27A RPL28 RPL35A RPL36AL RPL39 RPL41 RPL7A RPL7AP36 RPL8 RPLP1 RPLP2 RPS10 RPS12 RPS13 RPS14 RPS16 RPS18 RPS19 RPS19BP1 RPS2 RPS20 RPS25 RPS26 RPS28 RPS29 RPS3 RPS7 RPSA S100A2 SEC61G SERPINA3 SMARCA4 SNHG6 SOCS3 SOX4 STK35 TALDO1 TBCA TIMM8B TMA7 TMSB10 TMX2 TRAPPC5 TUBA4A TUBB2A TUBB2B TUBB4B TXN UBA52 UBL5 UQCR11 UQCRB WFS1 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_1 ADGRG6 AREG BCO1 BHLHE40 CAPN8 CCN2 CEMIP DUSP4 DUSP5 DUSP6 EGR1 EGR3 ELK3 EPHA2 EREG ERRFI1 FOSL1 GAL GEM GOLT1A HBEGF ITGA2 KRT81 LIF LPAR6 MAFF MALL MAP1B MAP3K5 MPZL2 MXD1 NAV2 PHLDA1 PLEK2 PLK3 RASD1 RASGEF1A REEP1 RUNX2 SHC4 SLC7A11 SPRY4 STAMBPL1 STRN3 TNFRSF21 TRIB1 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_3 CLCF1 CLEC18C CPEB4 EGFR ENC1 F2RL1 LMO7 MIR21 MIR22HG NABP1 NPC1 NPY1R PKP2 PRR15L RGS2 STARD4 TFPI2 TNFAIP8 VMP1 ZNF697 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_4 ABCC3 ADI1 ADORA2B AGR2 ALOXE3 ANXA1 AQP3 ARSJ ASPH ASS1 B3GNT3 BAIAP2L1 BRIP1 C1orf226 CA2 CADPS2 CALCR CBLB CCNYL1 CDCA7L CEACAM1 CGNL1 CLVS1 COL12A1 CPE CRACD CROT CYP1B1 CYSRT1 DHRS2 DLC1 DOCK4 ELL2 ELOVL2 EMP1 EPAS1 EPHA7 ETV5 FAM110C FAM83A FCRLB FHL2 FN1 FREM2 GFRA1 GOLM1 GPR87 HLA-DRB1 HSPA13 IGFBP5 IGSF8 IL18 ISOC1 ITPRIPL2 KRT86 LAD1 LAMC2 MAFB MAOA MAP4K3-DT METTL21A MLLT11 MSMB MT1X MT2A MYB MYBL1 MYEOV NCAM2 NECAB1 NTN4 OPN3 PHLDA2 PLD1 PPARG PRSS22 PTGER3 PTPN13 PWWP3B RAPGEF5 RETREG1 S100A6 SAT1 SESN2 SGK3 SHC1 SLC16A3 SLC1A2 SLC24A3 SLC45A3 SOX3 SPOCK1 ST3GAL5 STEAP4 SYT13 TACC1 TIMP1 TIMP2 TMC6 TMEM45B TTC9 TUBA1A TUBA4A UBALD2 UGT2B15 ULBP2 ZBTB25 ZNF365 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_5 EGLN3 FOS HMGCS1 NAB1 NFKBIZ NR4A1 NR4A2 PTGER4 RGCC S100A10 SOWAHC PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_6 AMIGO2 AOX1 BRINP2 CAMK2N1 CCDC68 FAM83B GDPD1 GSTM3 GUCY1B1 IL2RB ITGB2 KMO LOXL1 MCTP1 MGP PDK4 PRAG1 PROM2 RAB27B RBM24 RNF32 SACS SDR16C5 SERPINA3 SLITRK6 SOCS2 SYTL4 TAF1A UGT2B28 PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_METASTASIS_BY_ERBB2_ISOFORM_7 ABCG2 ABHD12 ABTB3 ACSS3 ACTN1 ADAM9 ADD3 AIF1L AKAP13 AKR7A2 ALDH1A3 ALDH3B2 ALDH5A1 ANGPTL4 ANKRD11 ANKRD22 ANXA2 ANXA9 AP1S3 APPL1 ARL4A ARRB1 ASPM B3GNT5 B4GALT4 BATF BCAR3 BCL2A1 BCL2L11 BMAL2 BMP7 BRCA2 C10orf95 C3orf52 C6orf141 C9orf72 CA12 CA8 CACNA1D CAV2 CAVIN1 CCDC121 CCDC34 CCDC71L CD44 CD55 CD59 CDC45 CDC7 CDKN1A CENPM CENPN CENPS CENPU CENPV CEP128 CEP68 CFLAR CHN1 CLDN1 CLEC2D CLIC3 CLTB CMBL COA1 COL13A1 CREB3L4 CRNDE CTNNAL1 CTNND2 CTTN CUL4A CUTALP CYP2J2 CYP4B1 CYSTM1 DAAM1 DHFR DLEU2 DLGAP4 DNAJC22 DNM3 DRAIC DRAM1 DSC2 DSCAM DSG2 DTYMK DUBR DUT DYNC2I2 DZIP3 E2F7 E2F8 ECI1 EDEM1 EFHD1 EHD1 ELAPOR1 ENSG00000291107 ENTPD3 EPB41L4A-AS1 EPHA1 EPS8L1 ERCC1 ERMARD ERO1A ESR1 ETS2 EZH2 EZR FAM110B FAM117B FAM131B FAM201A FAM234B FAM43A FAM89A FANCD2 FBP1 FBXO4 FIGNL1 FNDC3B FSTL3 FXYD3 FXYD5 GABBR2 GALC GALNT10 GALNT2 GEN1 GINS2 GLCCI1 GLIS3 GNA14 GPC1 GPD1L GPR68 GPX3 GPX8 GUCY1A1 H1-10 H2AC11 H2AC8 H2AX H2AZ2 H4C3 HADH HAUS4 HILPDA HIRIP3 HK2 HLA-A HLA-B HMGN3 HMGN5 HOMER3 HOXC6 HOXC9 HPCAL1 HSPB8 ID2 IDS IER5 IFT122 IFT70B IGF2BP2 IL11 IL13RA1 IL15RA IL1R2 ISG20 ITCH ITGA3 ITGA5 ITGB1 ITGB5 ITGB6 ITPK1 JADE1 JAG1 KALRN KATNBL1 KCTD5 KIF11 KIF15 KIF3C KISS1 KLF6 KLHL2 KLHL5 LAMC1 LATS2 LCORL LDLR LDLRAD4 LEPR LGR4 LHFPL6 LIAT1 LINC00992 LINC01116 LMNB1 LMO4 LONRF2 LOXL2 LRCH3 LRCH4 LRIG1 LRP10 LYST MAFK MAPRE3 MBNL2 MBOAT2 MCCC2 MCM4 MEAK7 MET MGLL MICA MICB MIPEP MIS18A MMP1 MNS1 MOB3C MST1R MTARC1 MTARC2 MTERF2 MTHFD1 MTUS1 MYDGF MYO10 MYO1E MYOF NAP1L1 NCAPG NDUFS1 NET1 NPNT NR2F2 NR5A2 NT5E NUP133 OSR2 OXCT1 P4HA2 PARM1 PARPBP PBX1 PCNT PCP4 PDE3B PDLIM7 PGAP6 PHF14 PHLDB2 PIK3R1 PKIA PLA2G4C PLAUR PLOD2 PLXND1 PMAIP1 PMEPA1 POLA1 PPP1R18 PPP1R3C PPP2R3A PREX1 PRIM1 PRKCA PRLR PROCR PRR15 PSIP1 PTCH1 PTGES PXDN PXMP2 PXN RAB39B RAB3B RAD51AP1 RAP2C RAPGEF6 RASSF8 RBM12B RBM3 RBM4B RBMX RCC1 RECQL4 RERG RFXAP RGS16 RHNO1 RHOF RIIAD1 RIT1 RMI1 RMND1 RNASEH2A RPL5 RPRM RPS6KA5 S100A16 S100A2 SAP30 SAP30L SAPCD2 SDC2 SDCBP2 SFXN2 SFXN3 SGCG SH2D3A SH3BGRL SH3BGRL3 SH3BP5 SH3RF1 SHB SIX1 SKA3 SLC12A2-DT SLC12A6 SLC16A6 SLC1A4 SLC35A1 SLC35F2 SLC4A7 SMTN SMURF1 SMYD3 SNHG32 SNHG5 SNHG7 SNX27 SOX2 SP100 SPOCD1 SPRED1 SQOR SRCAP SRSF1 ST20-AS1 ST8SIA4 STAT1 STC1 STC2 STEAP1 SUSD1 SYK SYNE2 SYTL1 TAB3 TBC1D9 TCEA2 TET1 TFF3 TFPI TGFA THYN1 TJP3 TMEM150C TMEM156 TMEM30A TMPO TMPRSS3 TMSB15B TMTC4 TNFRSF10A TOM1L2 TOMM34 TP53 TPD52L1 TRMT5 TSC22D2 TSPAN1 TSPAN3 TST TYMS UBE2E3 VDR VEGFC WDR26 WWOX WWTR1 XBP1 YIPF6 ZFAND5 ZNF165 ZNF185 ZNF233 ZNF362 ZNF689 ZXDC PEDERSEN_TARGETS_OF_611CTF_ISOFORM_OF_ERBB2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDERSEN_TARGETS_OF_611CTF_ISOFORM_OF_ERBB2 ACTN1 ADAM9 ANGPTL4 ANKRD22 AP1S3 B3GNT5 BCL2A1 C3orf52 CAVIN1 CD44 CD59 CENPV COL13A1 CTNNAL1 DNM3 DSC2 EDEM1 EGFR ENC1 ENTPD3 EPHA1 ERO1A F2RL1 FAM131B FSTL3 GPX3 HK2 HOMER3 HSPB8 IDS IGF2BP2 IL11 IL1R2 ISG20 ITGA5 ITGB1 ITGB6 LGR4 LHFPL6 LMO7 LOXL2 LYST MEAK7 MET MGLL MMP1 NABP1 NPY1R NT5E PARM1 PHLDB2 PLAUR PLOD2 PTGES RAB3B RGS2 S100A2 SH2D3A SLC12A6 SLC4A7 SRCAP ST20-AS1 STC1 STEAP1 TFPI TGFA TMEM156 TNFAIP8 TSC22D2 TSPAN1 TSPAN3 UBE2E3 VDR WWTR1 ZNF185 PEDRIOLI_MIR31_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDRIOLI_MIR31_TARGETS_DN AADAC ABCA4 ABCA7 ABCG2 ACE ACKR3 ACOT4 ADAM32 ADAMTS9 ADAT2 ADGRL3 AFAP1L1 AFDN AIF1L AK9 AKAP12 AKR1C1 AKR1C2 ALMS1P1 ANGPT2 ANGPT4 ANKRD20A11P ANKRD35 ANO6 ANP32CP ANXA3 ARHGAP29 ARHGEF12 ARL6IP5 ARSD ARSH ATP8B5P ATXN1L AVIL BACE1 BCLAF3 BHLHE41 BHMT2 BIRC3 BMP8A BVES C22orf46P CA4 CACNA1H CACNB2 CACTIN CAMK2N1 CAND2 CAP1 CARD11 CCIN CCL20 CD164 CD276 CD55 CD93 CDC14A CDC26 CDH13 CDKN1C CEL CEP120 CEP135 CFAP70 CHD9 CHMP3 CHRNE CLDN5 CLGN CLN8 CLU CMTM3 CNST COL17A1 CORO7 CPM CPNE7 CREM CSAD CSF3R CTSO CWF19L2 CX3CL1 CXCL12 CXCL2 CXCL8 CYP46A1 DAPK2 DCAF12L2 DCLK3 DCTN4 DDX6 DEF6 DEFA5 DESI2 DHRS7 DIP2C DISC1 DNAJC14 DNAJC5G DOCK1 DOK2 DSC2 DSG2 EBF1 EDNRB EMILIN2 EMP1 ENDOD1 ENKUR ENO3 EPHB6 ERV3-1 ETV2 EVA1C EXD3 FAIM2 FAT2 FBXL4 FEM1C FERMT3 FGF12 FGF7P6 FGL2 FLOT1 FLRT2 FMNL1 FOXC2 GAD2 GBP2 GCH1 GGTLC2 GLB1L GLRB GLRX GPR157 GSAP GSKIP GSTCD GTF2IRD2 GUCY1A1 GUSBP11 GVINP1 H1-4 HEY1 HHAT HLA-DOA HLTF HLX HOXD10 HRH2 HSPA12B HTRA3 ICAM1 IDNK IFIH1 IFIT1 IFIT2 IFIT3 IFITM10 IL23A IL32 IL34 IL37 IL3RA INHBC IRAK2 ITGB4 ITGB7 KANK1 KCNIP1 KCNMB4 KIAA0040 KIF21A KLF5 KLF6 KLHL18 LAMA2 LAMTOR3 LATS2 LDB2 LDLRAD4 LINC00242 LINC01949 LINC02981 LITAF LKAAEAR1 LRG1 LTB LYVE1 MAFK MAN2C1 MAP3K7CL MAT1A MBLAC2 MDN1 MED26 MFRP MIB2 MLIP MMP10 MMP11 MMP16 MMP7 MMRN1 MOSPD3 MTMR12 MX1 MYBPHL MYCBP2 MYD88 MYO1D MYOM1 MYOM3 N4BP2L1 NACAD NAV2 NCF2 NDFIP1 NEAT1 NEO1 NFKB2 NFKBIZ NID1 NOD2 NOS1AP NOTCH2NLA NOXA1 NPAS2 NPHP3 NQO1 NR4A2 NR4A3 NRCAM NRL NRP1 NUDT6 NUP188 ODAD2 OPN3 OR1L1 OR51V1 OR5E1P OR6A2 OSBPL6 OTULINL P2RX4 P2RX7 P4HB PADI4 PCBD1 PCDHA13 PCDHB14 PCDHB16 PCDHGC5 PCLO PDGFD PDK4 PDZD2 PDZD7 PEG10 PIWIL4 PKHD1L1 PLA1A PLA2G4A PLA2G4C PLAC8 PLCB1 PLEKHB1 PLPP1 PLVAP PLXNB3 PLXND1 PMCH PNMT PNOC PNPLA7 PPARA PPL PPM1K PPP1R14A PPP1R9A PRCP PRKAA2 PROKR1 PROX1 PSG3 PSORS1C1 PTGDS RAB38 RAET1E RAMP2 RASD1 RASGRF2 RASSF2 RBPJ RCSD1 RD3 RELB REXO1 RGS20 RHOU RINL RNASE1 ROBO1 RPA4 RRAD RUFY3 SAMD9 SAMD9L SBDS SBF2 SCARF2 SECISBP2L SELE SENP7 SERPINE2 SETBP1 SETD2 SGCD SH3TC2 SIAE SLC16A3 SLC22A17 SLC26A4 SLC31A1 SLC44A5 SLC46A3 SLC4A3 SLC5A2 SLC6A4 SLC7A11 SLIT3 SMAD1 SMG9 SMIM19 SMPDL3B SNAI3-AS1 SNAP29 SNX5 SOCS6 SOD2 SPIN3 SPOCK2 SPP1 SPRY4 STC1 STK36 STMN2 STUM SUGT1P3 SUPT3H SV2B SVIL TACC1 TAS2R45 TFPI2 TGFBR2 TIMP3 TLR2 TMEM140 TMEM171 TMEM177 TMEM243 TMOD1 TMSB4X TNFAIP3 TNFRSF4 TNFRSF6B TNFSF14 TRIM14 TRIM54 TRIM66 TRMT9B TSLP TSPAN7 TSPOAP1 TXNRD1 UBD UGCG UHMK1 USP12 VAT1 VCAM1 VCPIP1 VEGFD VIP VPS13B VPS4B VWF WFDC3 WNT10B WWC3 XKR6 YPEL1 ZC3H6 ZDHHC20 ZFAND3 ZFAND6 ZMAT1 ZMYM6 ZNF177 ZNF233 ZNF304 ZNF333 ZNF343 ZNF396 ZNF415 ZNF532 ZNF568 ZNF574 ZNF667 ZNF846 PEDRIOLI_MIR31_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEDRIOLI_MIR31_TARGETS_UP AADACL4 ABI3BP ADGRG6 ADRA1B ALX4 ANGPTL4 ANKRD2 ANKRD54 ARHGAP4 ARK2N ARMC8 AS3MT ASB9 ASPH ASTN2 ATAD2 ATOH1 ATP2B4 BCAS4 BMP8B BOLL C17orf50 C1orf53 C20orf203 CABYR CACNA1I CADM1 CCDC183 CCL16 CD3E CD8B CDKN2C CDNF CEACAM16 CFHR3 CIBAR1P2 CIDEC CISH CLPSL2 CLSPN CNTFR CORO1A CORO2A CSMD1 CST13P CXorf58 DDIT4 DGKI DOK3 EAF2 EMC10 ENC1 ERBB2 ERN1 EVA1A FAM181A FAM221A FASN FBLN5 FOXS1 FUT3 FZD5 G6PC2 GABRR2 GARIN5A GATA3 GJE1 GK5 GLDC GLYATL2 GP2 GPATCH4 GPC2 GREB1L HES7 HIPK3 HOXA2 HR HS6ST1 HS6ST3 IDS IGFBP3 IKZF4 INHBA IRX2 ISM2 JRK KCNJ15 KIAA1755 KIF18A KLHL29 KRT17 KRT7 KRT80 KRT81 KRTAP17-1 KRTAP9-2 L1CAM LDB1 LDHAL6B LIMS3 LINC00482 LINC00592 LINC02874 LMNB1 LMO7 LRATD1 LRP2BP LRRC8E MAGEA11 MAN2B2 MAPK8 MCF2L2 MGARP MGAT4A MMP1 MOB1B MPZL2 MUC5AC MYLK2 MYO7A NAALADL1 NDUFB11 NOTCH2NLA NPPC NRG1 NWD2 NXF5 NXPE2 OBSCN OLFML2B OLFML3 OPALIN OR2A4 OR4K17 OR7C2 OR7D4 OR7G3 P3H2 PARP3 PCDH10 PCDHGC4 PCTP PDCD4 PDE4D PELI3 PFDN6 PHACTR3 PHF7 PIK3R3 PIP4K2B PKIA PLCE1 PLSCR2 PMEL PMM2 PPAT PPIF PPME1 PRKCE PRR15 PSG11 PTCH2 RAB20 RAB26 RAD52 RASGRP2 RASSF9 REC8 RGMA RGS10 RGS2 RGS4 RHOF RNF112 RP2 SFTPA2 SLC11A2 SLC23A2 SLC2A12 SLC35G1 SMAD5 SMIM43 SNRPC SNX21 SPON1 SPRR4 SSX3 ST3GAL4 STAT3 STBD1 STIP1 STK11IP TAF5L TAFA3 TAGLN TAS2R38 TDG TMEM277P TNFRSF11B TOMM22P3 TRPC2 TSSK1B TTC28-AS1 TTC9B TTLL10 TTTY4 TYMSOS TYRP1 UBE2V1 UCP2 UTP25 VSIG10L XPNPEP1 ZBTB18 ZCWPW2 ZFP69B ZNF366 ZNF484 ZNF555 ZNF667 ZNF699 ZNF740 PELLICCIOTTA_HDAC_IN_ANTIGEN_PRESENTATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PELLICCIOTTA_HDAC_IN_ANTIGEN_PRESENTATION_DN ATF4 CANX DERL1 ERAP1 ERAP2 GGA3 HLA-A HLA-B HLA-C HMGCS1 KDELR1 NGLY1 PDIA3 PDIA5 PDIA6 PSMA1 PSMA2 PSMA3 PSMA4 PSMA6 PSMA7 PSMB10 PSMB2 PSMB5 PSMB6 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC5 PSMC6 PSMD11 PSMD14 PSMD5 PSMD7 PSMD8 PSME1 PSME2 PSME3 PSME4 PSMF1 SEC22C SERP1 TAP1 TAP2 TAPBP TAPBPL TMED4 PELLICCIOTTA_HDAC_IN_ANTIGEN_PRESENTATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PELLICCIOTTA_HDAC_IN_ANTIGEN_PRESENTATION_UP ADCY3 ASNS B2M BCAP29 BCAP31 CALR CBY1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 DDIT3 ERGIC1 ERGIC3 GOLM1 GOLPH3L GOPC GOSR2 HERPUD1 HSP90B1 HSPA5 KDELR2 PDIA3 PDIA4 POMP PPP1R15A PRSS16 PSMA5 PSMA8 PSMB1 PSMB3 PSMB4 PSMB7 PSMC4 PSMD1 PSMD10 PSMD13 PSMD2 PSMD3 PSMD4 PSMD6 PSMD9 SAR1A SAR1B SEC22A SEC22B SELENOS SIL1 TBCB TMED10 TMED7 TMED9 TRAPPC1 TRAPPC3 TRAPPC4 TRAPPC6A TRAPPC6B TXNDC12 WFS1 YIPF1 YIPF5 PEPPER_CHRONIC_LYMPHOCYTIC_LEUKEMIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEPPER_CHRONIC_LYMPHOCYTIC_LEUKEMIA_DN ADCY8 APBB2 CCR4 CDC14A CENPQ CHST8 EXT1 GNRH2 GYPA HMGB1P17 IL33 LINC03050 MICAL2 NEFL NEURL1 NR5A2 OR3A2 PDAP1 PDE10A PROS1 SLC10A1 STATH TBXA2R PEPPER_CHRONIC_LYMPHOCYTIC_LEUKEMIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEPPER_CHRONIC_LYMPHOCYTIC_LEUKEMIA_UP ADGRL1 AOAH ATP10A CCL3 CD38 CEBPD CST3 CSTA CXCL2 DCAKD EPB41L3 GLP2R H4C1 HTR1B HTR7 IGFBP7 IL1B KIF26B KIR3DL1 LILRA1 LYZ OR1E1 PADI4 PGAP1 PLS3 PTN RPE65 S100A8 TLR3 TYRP1 VEGFA XYLB PEREZ_TP53_AND_TP63_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEREZ_TP53_AND_TP63_TARGETS ABHD6 ABTB3 ADAP2 ADCY1 ANKRD20A1 ANKRD20A11P APAF1 APC2 AQP3 ARG2 ARHGEF17 ARHGEF6 ARID1B ARIH1 ARRB1 ARX AUTS2 BAMBI BCL2L11 BCOR BIK BLMH BMP2 C7orf57 CABP7 CAPN3 CASZ1 CDKN1C CELF2 CGAS CGNL1 CHST2 CITED1 CKB CNKSR3 CNNM4 COL18A1 COL27A1 COL9A3 CRAMP1 CRISPLD2 CRYAB CX3CL1 CXCL14 DEDD2 DHRS3 DOC2B DOK4 DPYSL4 EDDM13 EGR1 ELMOD1 EPB41 EPB41L3 EPB41L4B EPHB3 EPPK1 ERFE EVPL FAM43A FGF13 FGF18 FOXF1 FOXF2 FOXP4 FRY FZD1 GABRE GALR2 GLIS2 GMCL1 GNA11 GOLGA2P5 GOLGA6L9 GPATCH2L GPR37 GPT2 GRHL3 GRK5 GRTP1 HIC2 HR HS6ST1 HSD11B2 HUNK ID2 ID4 IGF1R IGF2 IGFBP3 IHH INSR IRX5 ITSN2 KCNJ12 KCNK3 KISS1R KLHL21 KSR1 LBH LRRC37A4P LY6D MAF MAFB MAN1C1 MAP7 MARCHF3 MEGF6 METRNL MICALL2 MOXD1 MX1 MXRA5 MYLIP NEFL NGFR NLRP1 NOTCH3 NPIPA1 NPIPB3 NPPC NPTX1 NRARP NTN1 NUAK1 OGA OTULINL PAK6 PALMD PCSK5 PGAP1 PGF PLCD1 PLCXD2 PLIN4 PLPP3 PPP1R13B PPP1R16B PPP2R2C PTPRJ PTX3 RAB11FIP1 RAB11FIP3 RAB11FIP4 RASEF RASGRP1 RASSF5 RBM38 RBP7 REEP1 RET RGCC RHOB RORA RTN4R SASH1 SELENOP SEMA4D SERINC5 SHANK3 SHC4 SHISAL1 SIPA1L2 SLC16A14 SLC35E4 SLC4A11 SLC9A3 SLIT2 SMAD6 SMAD7 SMAD9 SOX8 SPATA13 ST8SIA2 STAR STOX2 SUSD2 TACC1 TAF3 TAF5 TENT5C THEMIS2 TM7SF2 TNFRSF10D TNRC6C TOX TRIM8 TSC22D3 TUFT1 UBE2QL1 ULBP2 ULK1 UNC5B VASN VDR VSIR WFDC5 WHRN WNT7B ZCCHC24 ZFYVE1 ZIC2 ZNF385A ZNF436 ZNF600 ZNF750 ZSWIM6 PEREZ_TP53_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEREZ_TP53_TARGETS AATBC ABCA1 ABCA12 ABCA13 ABCA7 ABCB1 ABCB6 ABCC11 ABCC12 ABCC5 ABCD1 ABCG1 ABCG2 ABHD13 ABHD15 ABHD17C ABHD4 ABHD6 ABR ABTB2 ABTB3 ACAP3 ACER3 ACKR3 ACO1 ACP5 ACSBG1 ACVR1 ADAM12 ADAM23 ADAMTS2 ADAMTS5 ADAMTS7 ADAP2 ADCY1 ADCY6 ADCYAP1R1 ADGRG1 ADGRV1 ADM ADO ADRB2 ADRM1 ADSS1 AFF1 AFF3 AGAP1 AGAP3 AGPAT3 AHDC1 AHNAK2 AHSA2P AHSG AIFM2 AK1 AK3P3 AKAP7 AKAP9 AKR1B10 AKTIP ALDH1L1 ALDH4A1 ALDH7A1 ALG9 AMOTL1 ANGPT1 ANK1 ANK3 ANKRA2 ANKRD20A1 ANKRD20A11P ANKRD46 ANKRD65 ANO4 ANXA13 ANXA9 APAF1 APC2 APCDD1 APOBEC3B APOL2 APOL6 AQP3 ARAP1 ARC ARFGEF2 ARG2 ARHGAP10 ARHGAP19 ARHGAP23 ARHGAP27 ARHGAP44 ARHGAP6 ARHGEF17 ARHGEF4 ARHGEF40 ARHGEF6 ARID1B ARID2 ARIH1 ARK2N ARL14EP ARL8A ARNT2 ARRB1 ARX ASB2 ASCL1 ASH1L ASPA ASPRV1 ASPSCR1 ATG4D ATOSA ATP23 ATP2B2 ATP6V0E2 ATP8B1 ATPAF2 AUTS2 B3GALNT2 B3GNT7 B4GAT1 BACE1 BAIAP2 BAIAP3 BAP1 BBS1 BCL2A1 BCL2L11 BCLAF3 BCOR BDNF BEND7 BEST4 BGLAP BICDL1 BID BIK BLCAP BLMH BLNK BMP2 BMP7 BRD1 BRD7 BRINP1 BRPF1 BRWD1 BTG2 BUB3 BVES C11orf96 C12orf76 C16orf87 C17orf80 C19orf25 C1QTNF1 C1QTNF12 C2orf88 C4A C6orf132 C7orf57 CA10 CABLES2 CABP7 CABYR CACNA2D2 CACNB2 CACNB3 CADM1 CALML3-AS1 CAMK1 CAMK2B CAMK2G CAMTA1 CANT1 CAPN3 CARD18 CARNS1 CASP1 CASP10 CASP6 CAST CBFA2T3 CBX4 CCDC117 CCDC134 CCDC3 CCN4 CCNA1 CCNF CCNK CCS CDH24 CDHR1 CDIN1 CDIP1 CDKN1A CDKN1B CDKN1C CDRT4 CDT1 CEACAM1 CEBPA CEL CELF2 CELSR2 CEMIP CEP120 CEP164 CEP170B CEP43 CEP85L CEP95 CERS3 CERS4 CES1 CES2 CES3 CFAP96 CFLAR CGAS CGNL1 CHAC1 CHCHD7 CHKA CHRM4 CHRNA7 CHST1 CHST15 CHST2 CHST3 CIDEB CILP CIMAP1C CIPC CITED1 CKB CLCN4 CLIC5 CLK3 CLN8 CLP1 CLTCL1 CMBL CMPK2 CMTM4 CNGA3 CNIH4 CNKSR1 CNKSR3 CNNM3 CNNM4 CNTN2 CNTNAP3 COL13A1 COL15A1 COL18A1 COL21A1 COL22A1 COL27A1 COL2A1 COL4A4 COL5A2 COL6A1 COL9A3 CPE CRACD CRACDL CRAMP1 CREB3L2 CRIP1 CRIP2 CRISPLD2 CROCC CROCCP2 CRYAB CRYBG2 CSDC2 CSH1 CSPG4 CST11 CST3 CTHRC1 CX3CL1 CXADR CXCL14 CXXC5 CYB561D2 CYBRD1 CYFIP2 CYP17A1 CYP27C1 CYP2S1 CYP4F11 CYP4F2 CYP4F3 CYP4F35P CYRIA CYSRT1 DAB2IP DACT1 DANT2 DBH-AS1 DCLK1 DDAH1 DDX31 DEAF1 DEDD2 DEFB1 DENND2C DEPDC7 DFFA DGAT1 DGKZ DHRS2 DHRS3 DIDO1 DIP2A DIP2C DIPK2A DIS3L2 DISP1 DISP2 DLG5 DLK1 DLX3 DMTN DNAAF3 DNAJC18 DNAJC5 DNAJC6 DNASE1 DNASE1L2 DNMT3B DOC2B DOCK4 DOCK8 DOCK8-AS1 DOK4 DOP1A DPYSL4 DQX1 DRAXIN DSTYK DUOX1 DUOX2 DUOXA1 DUS3L DUSP13B DUSP19 DUSP22 DVL3 DYNC2I2 DZIP1 EAF1 ECE1 ECHDC3 EDAR EDDM13 EDEM1 EDN2 EDNRA EDNRB EEF2 EEIG1 EEIG2 EFNA1 EFNA2 EFNA4 EGFLAM EGR1 EHHADH ELAPOR1 ELF4 ELFN2 ELL3 ELMO2 ELMOD1 ELOVL3 EME2 EMILIN2 EMILIN3 EML1 EML6 EMX2 EN2 ENO2 ENPP4 ENSG00000237250 ENSG00000260581 ENSG00000269825 ENSG00000288658 ENTPD1-AS1 ENTPD2 EOMES EPB41 EPB41L3 EPB41L4B EPHB3 EPPK1 EPS8L2 ERFE ERO1B ERVK3-1 ESPN ESPNP ESRP2 ETNK1 ETV7 EVC2 EVPL EXO5 EXOC7 EXT2 F2RL2 F8 FA2H FADS3 FAM106A FAM13C FAM149A FAM162B FAM167A FAM182A FAM184A FAM43A FAM43B FAM53B FAM83D FAM83F FAM83G FAM95A FAXDC2 FBLIM1 FBRSL1 FBXL20 FBXL21P FBXO25 FBXO34 FBXO41 FBXO44 FCHO2 FDXR FECH FGD3 FGD4 FGD5 FGF1 FGF11 FGF13 FGF18 FGFBP3 FGFR3 FITM2 FKBP6P2 FLG FLI1 FLNC FLRT2 FNIP2 FOXC1 FOXC2 FOXF1 FOXF2 FOXL2 FOXO6 FOXP4 FOXS1 FRK FRMD3 FRMD5 FRMD8 FRRS1 FRY FRZB FUT1 FUT4 FYB2 FYCO1 FYN FZD1 GAA GAB1 GABBR2 GABRA4 GABRE GAD1 GAK GALNT10 GALNT11 GALNT12 GALNT18 GALR2 GAMT GANC GASK1B GATA2 GATA3 GATA5 GATM GCH1 GCNT2 GDE1 GDF9 GDNF GDPD5 GGT1 GGT6 GH2 GHR GID4 GINS4 GJA3 GJB6 GJD3-AS1 GLB1L2 GLCCI1 GLDC GLDN GLIPR2 GLIS2 GLS2 GMCL1 GNA11 GNA14 GNAS GNG11 GNG2 GNG7 GNMT GNPTAB GOLGA2P5 GOLGA6L9 GOLGA7B GOLGA8A GOLGA8N GPATCH2L GPC4 GPCPD1 GPR143 GPR155 GPR157 GPR183 GPR37 GPRC5C GPSM1 GPT2 GRAMD1B GRAMD2A GRAMD4 GREB1 GRHL2 GRIK3 GRK3 GRK5 GRM8 GRN GRTP1 GSE1 GSTT2 GUSBP1 GXYLT1 H19 H2BC21 HAGH HAND1 HBEGF HDAC5 HECTD4 HEG1 HEPACAM HES2 HES6 HHATL HIC1 HIC2 HILPDA HIP1R HIPK3 HLA-DMB HMGB3 HOGA1 HOMER2 HOXA11 HOXA5 HOXC13 HOXC5 HOXC6 HOXD10 HPGD HPN HPS6 HR HRAS HS3ST3B1 HS3ST6 HS6ST1 HSD11B2 HSD17B1 HSD17B3 HSPA12A HUNK HVCN1 ICAM2 ID2 ID4 IDUA IFIH1 IFIT1 IFIT3 IGF1R IGF2 IGFBP3 IHH IL10RA IL1RAP IL20 IL2RB IL7 ILDR1 ILDR2 INAFM2 INAVA INPP4A INPP5B INPP5D INPP5E INSM2 INSR INSYN1 INSYN2A INTS15 INTU IPP IQSEC1 IRF1 IRF2BPL IRF4 IRF5 IRGQ IRX5 ISG15 ISOC1 ITGA9 ITGAM ITGAV ITIH5 ITM2A ITPKB ITPRIPL2 ITSN2 JAG2 JPH1 JPH3 JUNB KALRN KAZN KBTBD6 KCNB1 KCNC4 KCNG3 KCNIP3 KCNJ12 KCNJ15 KCNJ5 KCNJ5-AS1 KCNK10 KCNK3 KCNK7 KCNQ1 KCNS2 KCP KDM2A KDM2B KDM4B KDM6A KIAA0232 KIAA1217 KIAA1549 KIAA1671 KIF16B KIF1B KIF26A KIF26B KIF3B KIF9 KIN KISS1R KLC3 KLHL20 KLHL21 KLHL28 KLHL3 KLHL6 KLRK1-AS1 KNDC1 KRBA1 KRT23 KRT32 KRT8 KSR1 LACC1 LAMB4 LAT2 LBH LDB1 LDLRAD4 LDLRAP1 LGALS7 LGALS9 LHX3 LHX6 LIFR LIMD1 LIMK2 LIN7A LINC00472 LINC00526 LINC00667 LINC01002 LINC01120 LINC01719 LINC02688 LINC02754 LLGL1 LMBR1L LMO7 LOC100505915 LONP2 LOXL1 LOXL1-AS1 LPAR5 LPCAT3 LRP10 LRP5 LRP5L LRPAP1 LRRC37A LRRC37A4P LRRC37B LRRC57 LRRC8E LRRN1 LRRTM1 LRRTM2 LTB4R LTBP3 LTF LUZP1 LY6D LYNX1 LYPD6 LZTS1 MAB21L1 MACROD1 MAD1L1 MAF MAFB MAGEE1 MAGEH1 MAML1 MAN1A1 MAN1C1 MAN2B1 MANBA MAP3K14 MAP6 MAP6D1 MAP7 MAP7D2 MAPK13 MARCHF2 MARCHF3 MARCHF8 MARK4 MARVELD3 MBNL1 MC5R MCC MCF2 MCF2L MCHR1 MCOLN2 MDFIC MDM2 MED23 MEF2A MEG3 MEGF10 MEGF11 MEGF6 MEIOC MERTK METRNL MEX3B MFHAS1 MFSD9 MIB2 MICAL3 MICALL2 MIGA2 MINDY1 MINDY3 MIR29B2 MIR570 MLC1 MLF2 MLXIP MMEL1 MMP11 MMP12 MMP28 MN1 MOAP1 MOB1B MON2 MOSPD1 MOXD1 MPRIP MR1 MROH2A MSANTD2 MSL2 MST1 MST1P2 MSX1 MSX2 MTCL1 MTCL2 MTSS2 MTUS2 MUC2 MUC20-OT1 MUC5AC MVP-DT MX1 MXI1 MXRA5 MYB MYLIP MYMX MYO10 MYO6 MYORG MYRF MYT1 NAA60 NAAA NANOS1 NATD1 NECTIN4 NEDD9 NEU3 NEURL2 NIPAL4 NKX1-2 NLRP1 NOCT NOL4L NPIPA1 NPIPB3 NPNT NRARP NRBP2 NRG2 NRK NSG1 NTN1 NUAK1 NXPE3 OBSCN OGA ONECUT2 ORAI1 OTULINL P2RX7 PARP16 PAXBP1 PCMTD2 PDE10A PEAR1 PGAP1 PHF21A PHLDB3 PHRF1 PIDD1 PLAAT3 PLCXD1 PLD6 PLEKHA7 PLEKHM3 PLIN2 PLIN4 PLK5 PLPPR1 PODNL1 POGLUT1 POLH POLR1A POLR1H POLR3GL PRAP1 PRDM6 PROSER2 PRR22 PRR5L PRRC2B PRRT3 PRXL2A PSEN2 PTAFR PTPRJ PYGO1 RAPGEF5 RASEF RASGEF1A RASSF10 RBM41 RBM4B RBP7 REEP1 RETREG1 RETREG3 RFK RHOB RIC1 RILPL2 RIMBP2 RIMBP3 RIPK4 RIPOR3 RMDN2 RNF144B RNF166 RNF169 RNF213 RNU6-37P RORA RTCA RTL10 RTP4 S1PR3 S1PR5 SAC3D1 SCAF4 SDHAF1 SEC14L5 SEMA4D SH2B3 SH3TC1 SHE SHISA8 SHISA9 SHISAL1 SHROOM2 SIDT1 SIKE1 SIPA1L2 SLC16A14 SLC22A23 SLC25A25 SLC25A30 SLC25A34 SLC30A10 SLC32A1 SLC35G2 SLC46A1 SLC47A1 SLC66A1L SLC7A1 SMAD3 SMAD5 SMAD5-AS1 SMAD6 SMAD7 SMAD9 SMAP2 SMIM10L2A SMIM43 SMPDL3B SMTNL2 SNHG14 SNORC SNX32 SORBS2 SOX6 SPATA18 SPATA2L SPICE1 SPNS2 SPRING1 SPRTN SPRY1 SPTSSA STING1 STOX2 STRADA SUN1 SUSD5 SUSD6 SYNE3 SYNM TAF5 TBC1D14 TBC1D31 TBCEL TDRD10 TECPR2 TENT5C TFAP2E TGFBRAP1 TGS1 THEMIS2 TIMM29 TINAGL1 TLCD1 TLNRD1 TLR3 TMCC2 TMEM107 TMEM127 TMEM128 TMEM144 TMEM165 TMEM184C TMEM204 TMEM243 TMEM35A TMEM40 TMEM52 TMEM63A TMEM64 TMEM65 TNFAIP8L1 TNRC6C TNS1 TOLLIP TOR3A TOX TOX2 TP53I11 TP53I3 TP53INP1 TP73 TPM4 TPST2 TRAF3IP1 TRAF4 TRAF5 TRAK1 TRAK2 TREM2 TREML1 TRIM2 TRIM26 TRIM3 TRIM36 TRIM52 TRIM7 TRIM71 TRIM73 TRIM8 TRPM6 TRPV2 TSC2 TSC22D3 TSGA10 TSPAN11 TSPAN14 TSPAN33 TSPYL5 TTC39C TTYH2 TUB TUBGCP6 TUFT1 TUSC1 TXLNA TYSND1 UBE2Q1 UBE2QL1 UBXN2A UCKL1 ULBP2 ULK1 UMODL1 UNC119 UNC5B UNKL UQCC5 URB1 USH1C USP15 USP18 USP35 USP6 USP6NL VAMP5 VASH2 VASN VCAN VDR VIPR1 VPS13B VPS13C VPS37D VSNL1 VWA1 VWCE WDFY2 WDR1 WDR20 WDR47 WEE1 WFDC5 WHRN WIPF3 WIPI2 WNT10A WNT11 WNT4 WNT7A WNT7B WRAP73 XAF1 XG YPEL3 ZAP70 ZBTB20 ZBTB34 ZBTB42 ZBTB43 ZBTB48 ZBTB5 ZC3HAV1 ZCCHC14 ZCCHC24 ZCCHC8 ZDHHC11 ZDHHC9 ZFP62 ZFP90 ZFYVE1 ZFYVE28 ZGPAT ZIC2 ZKSCAN1 ZMAT3 ZMIZ1-AS1 ZNF12 ZNF160 ZNF195 ZNF20 ZNF215 ZNF234 ZNF248 ZNF275 ZNF283 ZNF284 ZNF296 ZNF30 ZNF304 ZNF319 ZNF341 ZNF343 ZNF367 ZNF37A ZNF385A ZNF398 ZNF420 ZNF436 ZNF440 ZNF451 ZNF468 ZNF470 ZNF561 ZNF570 ZNF600 ZNF649 ZNF654 ZNF655 ZNF658 ZNF672 ZNF684 ZNF702P ZNF708 ZNF71 ZNF746 ZNF750 ZNF765 ZNF767P ZNF777 ZNF786 ZNF850 ZNFX1 ZNRD2 ZSWIM6 ZXDC ZYG11B PEREZ_TP63_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PEREZ_TP63_TARGETS ABCB9 ABHD16A ABHD6 ABTB3 ACAP1 ACSL1 ACVR1C ADAMTS10 ADAP2 ADCY1 AIPL1 ANGPTL2 ANKRD18A ANKRD20A1 ANKRD20A11P APAF1 APC2 AQP3 ARFGEF3 ARG2 ARHGAP26 ARHGEF17 ARHGEF6 ARID1B ARIH1 ARRB1 ARX ASS1 ATP11A ATP2C2-AS1 AUTS2 AVIL BAMBI BCL2L11 BCOR BIK BLMH BMP2 C7orf57 CABP7 CACHD1 CAPN3 CASZ1 CD101 CDC42EP4 CDKN1C CDYL2 CELF2 CELF3 CEMIP CFB CGAS CGNL1 CHST2 CITED1 CKB CLDN6 CLIC3 CLU CNKSR3 CNNM4 COL18A1 COL1A1 COL27A1 COL8A2 COL9A3 CRAMP1 CRISPLD2 CRYAB CRYBA2 CSRNP1 CTDSP2 CX3CL1 CXCL14 CXCR3 CYGB CYP11B2 CYTH1 DEDD2 DGAT2 DHRS3 DIO3 DLC1 DLG4 DLX2 DNAJA4 DOC2B DOK4 DPF1 DPYSL4 EDDM13 EFHD1 EFNA3 EGR1 EGR4 ELAVL3 ELFN1 ELMOD1 EPB41 EPB41L3 EPB41L4B EPB41L5 EPHA4 EPHB3 EPPK1 ERFE EVPL FAM43A FGF13 FGF18 FOLR2 FOXF1 FOXF2 FOXN3 FOXO3 FOXP4 FRY FRYL FZD1 GABBR2 GABRE GALR2 GATA6 GFPT2 GKAP1 GLIS2 GMCL1 GNA11 GOLGA2P5 GOLGA6L9 GPATCH2L GPR37 GPT2 GRHL3 GRK5 GRTP1 H2BK1 HBA1 HEY1 HEY2 HIC2 HR HS6ST1 HS6ST3 HSD11B2 HSPA1A HSPA1B HSPA6 HSPB1 HSPH1 HUNK ID2 ID4 IFIT3 IGF1R IGF2 IGFBP3 IHH IL17RB IL1RN INHBB INSR IRX5 ITSN2 JAG1 KCNH2 KCNJ12 KCNK3 KDM7A KHDRBS3 KISS1R KIT KLHL21 KLHL29 KLK15 KMT5C KSR1 LAMP3 LBH LGALS2 LIMS2 LINGO1 LMNTD2-AS1 LMO2 LRRC37A4P LUZP1 LY6D MAF MAFB MAN1C1 MAP1LC3B MAP7 MAPK14 MARCHF3 MEGF6 METAP2 METRNL MICALL2 MIR3939 MKX MOXD1 MROH6 MX1 MXD1 MXRA5 MYLIP MYRFL NDRG1 NEFL NFATC1 NGFR NIBAN1 NLRP1 NOTCH3 NPIPA1 NPIPB3 NPPC NPTX1 NRARP NTN1 NUAK1 NXF1 OGA OTULINL OVOL1 OXTR PAK6 PALMD PBX2P1 PCSK5 PCYT2 PDE4DIP PGAP1 PGF PLA2G4F PLCD1 PLCXD2 PLIN4 PLPP3 PPL PPP1R13B PPP1R16B PPP2R2C PRKCH PROC PRSS33 PSD PTPRJ PTX3 PYCARD-AS1 RAB11FIP1 RAB11FIP3 RAB11FIP4 RAB3IP RASEF RASGRP1 RASGRP2 RASSF5 RBM38 RBP7 RCAN1 RCOR2 REEP1 REG3A RET RGCC RHOB RORA RPL31P46 RPP25 RTN4R RUBCNL RUNX3 S100A3 SASH1 SELENOP SEMA4D SEMA6D SEPTIN5 SERINC5 SHANK3 SHC4 SHISAL1 SIPA1L2 SLC16A14 SLC35E1 SLC35E4 SLC39A8 SLC4A11 SLC6A2 SLC9A3 SLIT2 SMAD6 SMAD7 SMAD9 SMIM32 SOBP SOCS3 SOX8 SPATA13 ST3GAL1 ST8SIA2 STAR STBD1 STK40 STOX2 SUSD2 SYNE2 SYNJ2 TACC1 TAF3 TAF5 TCFL5 TENT5C TEX15 THEMIS2 THUMPD3-AS1 TLE1 TM7SF2 TMEM63A TNFRSF10C TNFRSF10D TNFRSF25 TNPO2 TNRC6C TOX TP53INP2 TRIM8 TSC22D3 TSHZ3 TUFT1 UBE2QL1 ULBP1 ULBP2 ULK1 UNC5B VASN VDR VSIR WFDC5 WHRN WNT5B WNT7B ZCCHC24 ZFPM1 ZFYVE1 ZIC2 ZKSCAN2 ZNF385A ZNF436 ZNF439 ZNF548 ZNF600 ZNF750 ZNRF3 ZSWIM6 PETRETTO_BLOOD_PRESSURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_BLOOD_PRESSURE_DN CEBPG CX3CR1 CYTH2 FBXL3 HSD3B1 KDM5B RBM8A XRCC4 PETRETTO_BLOOD_PRESSURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_BLOOD_PRESSURE_UP CHIT1 EMC3 FOXC2 MAP1A MUSK MYO1E NOVA2 NTRK1 NXPH4 RHOV RYR2 ZBTB7A PETRETTO_CARDIAC_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_CARDIAC_HYPERTROPHY ABAT ACTA2 ACTB ANXA1 ANXA4 ARID5B ASPN CD44 COL5A2 CPNE3 CRIM1 DDX3X EFEMP1 ELP5 ENPP2 FBN1 FN1 FSTL1 IGFBP3 LOXL1 LPL LTBP3 MFAP5 NID1 OGN OSBPL8 PDLIM3 RTN4 SNAP23 ST3GAL6 TAGLN TM4SF1 TUBA1A TUBA1C PETRETTO_HEART_MASS_QTL_CIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_HEART_MASS_QTL_CIS_DN ARHGAP24 ARHGEF17 CARD11 CDS1 CEMIP2 COG6 ENDOG GJA1 HLA-DQA1 HLA-DQB1 HLTF HYOU1 IRAK2 ISCA1 LANCL1 MECOM NDUFAF1 NEU2 PWP2 REXO4 RPP38 SERPINB6 SIK1 SQOR SSC4D ST3GAL4 TXN2 ZEB2 PETRETTO_HEART_MASS_QTL_CIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_HEART_MASS_QTL_CIS_UP ABHD16A ADRA1B AUTS2 BHLHE40 C5orf15 CARD9 CSNK2A1 DGAT2 DHDDS FCER2 FNIP1 GPLD1 MAN1A1 NET1 OGN PLEC PLEKHB1 PXYLP1 RAB14 RAMAC RNF6 RPUSD4 SDHB SPARC TLE6 TOR1B TRAK2 TRIO TST UQCC6 VAMP1 VPS52 PETRETTO_LEFT_VENTRICLE_MASS_QTL_CIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_LEFT_VENTRICLE_MASS_QTL_CIS_DN AGTPBP1 CENPP FAF2 ISCA1 NSD1 QNG1 SEMA4D SFXN1 TSPAN17 ZNF346 PETRETTO_LEFT_VENTRICLE_MASS_QTL_CIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETRETTO_LEFT_VENTRICLE_MASS_QTL_CIS_UP MACROH2A1 MCUR1 OGN RNF182 SLC28A3 TMEM14C PETROVA_ENDOTHELIUM_LYMPHATIC_VS_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETROVA_ENDOTHELIUM_LYMPHATIC_VS_BLOOD_DN ACTA2 ADGRG6 ADGRL2 AGRN AHNAK2 ALDH2 ANPEP ANXA3 ANXA6 APBB2 ARHGAP22 ARHGDIB ARL4C ARL6IP5 ATP1B1 AXL BASP1 BGN BMP6 BTG2 CAP2 CAPG CCL2 CCRL2 CD44 CD59 CDC42EP3 CDH2 CDKN1A CEP170B CHST1 CLDN7 CLU COL1A2 COL6A1 COL8A1 CTSC CXCL1 CXCL8 CXCR4 CYFIP2 DKK1 ECE1 EFEMP1 EIF2B2 EMP3 ENO2 EPS8 EXT1 FAM107A FAP FBXL2 FHL2 FLT1 GADD45A GBP2 GLCE GSDME HMOX1 ICAM1 ICAM2 IER3 IFI27 IGF2BP3 IL32 IL4R IL6 ISG15 ITGA5 ITGAV ITGB5 ITM2A JUN KLHL21 KRT7 LAMA5 LAMC2 LAMP2 LDHB LOXL2 LPXN LTBP2 LY75 LYL1 MAPKAPK3 MBOAT7 MECOM MLLT11 MMP1 MMP14 MT1A MT1B MT1E MT1F MT1H MT1X MT3 MVP NISCH NMT2 NNMT NPTX1 NR2F2 NRCAM NUAK1 PCDH1 PDLIM4 PFKM PFN2 PGF PKIA PLA2G4A PLAU PLOD1 PLOD2 PLTP PRKACB PRNP PROCR RAC2 RCN1 RGS10 RGS4 RHOB RNASE1 RRAS SELE SELP SERPINE1 SGSH SLC1A1 SLC38A6 SLC3A2 SLC6A8 SLC7A7 SMAD3 SMURF2 SORD SRGN SRPX SRPX2 STAT6 TACSTD2 TAGLN TANK TCN2 TFEC TGFBI TGM2 TNFRSF21 TP53I3 TPM1 TPM2 TRAM2 TRIM22 TXNRD2 UAP1 UCHL1 UPP1 VCAN VEGFC ZBTB18 PETROVA_ENDOTHELIUM_LYMPHATIC_VS_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETROVA_ENDOTHELIUM_LYMPHATIC_VS_BLOOD_UP ACSL3 ADD3 ALDH1A1 ANGPT2 ANKS1A APOD ARID5B ARRB2 AURKB BTBD3 BUB1 BUB1B CALCRL CCNA2 CCNB1 CCNB2 CCNE2 CD200 CDK1 CDKN1C CDKN3 CEACAM1 CENPF CEP68 CETP CH25H CKS1B CLEC4M CREM CRMP1 CSRP2 CTDSPL CXCL12 CYP1A1 DCLK1 DHCR24 DMTN DSP DUSP5 DYRK3 EMP2 FABP4 FLT4 FOXM1 GAB1 GCH1 GINS1 GMFG GPRC5B GRAP H4C3 HACD2 HLA-DPB1 HMGB2 HOXD10 IGFBP2 IL7 IQGAP2 ISG20 ITGA1 ITGA9 JCAD KALRN KIF11 KIF2C LAMP3 LBR LDB2 LIPA LMNB1 LMO2 LYN MAF MAOA MCM6 MEF2C MGP MRC1 MYBL2 NDC80 NDRG1 NOS2 NPTX2 NR2F1 OLFML2A PAQR3 PCLAF PCSK6 PDE8A PDLIM1 PDLIM3 PDPN PEG10 PLK1 PLPP1 PNP PPARG PPP1R2 PRKCZ PROX1 PTTG1 PYGL RAB31 RAMP2 RAMP3 RAPGEF5 RBP1 RBPMS REEP1 RELN RGS16 RMND5A SELENOP SLC26A4 SLC39A14 SMAGP SMC4 SOCS2 SPAG5 SPRY1 TBX1 TBXA2R TFF3 TIMP3 TK1 TOP2A TTK TUBA4A UBE2C UNC5B USP13 PETROVA_PROX1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETROVA_PROX1_TARGETS_DN ADGRG6 ANXA6 ARHGAP22 ARHGDIB ARL6IP5 AXL BMP6 CAP2 CCL2 CD59 CDH2 EMP3 FAM107A FAP GBP2 GLCE ICAM2 IGF2BP3 IL32 IL6 ITGA5 KRT7 LDHB LPXN LTBP2 LY75 LYL1 MAPKAPK3 MLLT11 MMP14 NNMT NRCAM NRP1 NUAK1 PDLIM4 PFKM PLA2G4A PLAU PRKACB PRNP PROCR RGS4 SELP SERPINE1 SLC38A6 SMURF2 SRGN SRPX TANK TCN2 TFEC TNFRSF21 TRAM2 TRIM22 VCAN ZBTB18 PETROVA_PROX1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PETROVA_PROX1_TARGETS_UP BTBD3 BUB1B CCNE2 CDK1 CDKN1C CH25H CREM CSRP2 DMTN DSP FLT4 GCH1 GINS1 GPRC5B HMGB2 MCM6 MYBL2 NDC80 PDLIM3 PEG10 SMAGP SMC4 TK1 TOP2A UBE2C PHESSE_TARGETS_OF_APC_AND_MBD2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHESSE_TARGETS_OF_APC_AND_MBD2_DN ATP10A CYP1A1 DTNA FAM199X H1-7 MBD2 PLCB1 RAB10 SNTB1 TRIM34 YWHAG PHESSE_TARGETS_OF_APC_AND_MBD2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHESSE_TARGETS_OF_APC_AND_MBD2_UP CACNA2D1 CCL24 CHST9 DAPL1 DYNLT2 FNDC9 HLA-DRA ITPR2 KMT2A MKRN2 NKX2-1 PYCARD RIMS4 RSPH4A SPIN1 TMEM121B TRIM5 UNC45B PHONG_TNF_RESPONSE_NOT_VIA_P38 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_RESPONSE_NOT_VIA_P38 ABCA1 ABCD3 ABLIM3 ABR ABTB2 ADAMTS9 ADARB1 ADGRA3 ADGRE5 AMOTL2 AMPD3 ANKLE2 AOPEP APBA3 ARHGEF40 ARID5B ARRB1 ARSJ ATF5 ATP1B1 B4GALT5 BAMBI BCL2A1 BCL3 BHLHE40 BHLHE41 BID BIRC3 BMAL2 BMP5 BSDC1 C1QTNF1 C2CD2 CA12 CADM1 CALD1 CARS1 CCDC28B CD47 CD58 CD70 CD83 CDC42EP3 CDCP1 CDKN1B CEBPB CFLAR CLDN1 CLIP2 CLK4 CNOT2 COL6A1 COL6A2 CREB3 CRELD2 CROT CRYBG1 CSF1 CSF2 CSNK1G2 CUL4B CX3CL1 CXADR CXCL10 CYB561 CYLD CYP1A1 DDA1 DENND5A DHRS2 DLEU2 DNAJB1 DNAJC10 DNAJC3 DNMBP DOCK4 DRAM1 DSE DUSP8 ECE1 EFHD2 EFNA1 EGFR EHD1 EML2 EMP1 EPHA2 ETS1 ETS2 ETV1 FDX1 FKBP4 FLG FLOT1 FNBP1 FOXF1 FSTL3 FXN FZD5 G0S2 GADD45A GATA2 GATA6 GBP1 GBP2 GCH1 GCHFR GEM GFPT2 GNAI1 GPRC5A GPRC5B GPRC5C GRINA GRK5 GSAP HES1 HEY1 HIVEP2 HLA-A HLA-B HLA-G HSD17B2 HSP90B1 HSPA1A HSPA1B HSPA5 HSPB8 HTATSF1 HTRA2 HYOU1 ICAM1 ID2 IER2 IER5 IFNAR2 IFNGR1 IGSF3 IKBKE IL6ST INAVA INF2 ING3 INPP4B IRF1 IRF2 IRS2 ITGA2 IVNS1ABP JAK1 JPT2 JUN JUND KCNAB2 KLF6 KLF7 LAMC2 LARP6 LAT LDLR LIMD2 LOXL2 LPXN LRIG1 LRRC49 LTB MALL MANF MAP2K1 MAP2K3 MAP3K3 MDFI MED20 MEF2C MEGF9 MEIS2 MGAT4B MID1 MMD MMP1 MMP2 MMP9 MPHOSPH10 MREG MTUS1 MVD MYBL1 MYH9 MYO1C N4BP3 NAB1 NAV2 NBN NECAP2 NET1 NETO2 NFE2L1 NFE2L3 NFKB1 NFKB2 NFKBIA NIBAN1 NMI NR2C1 NR2F1 NR2F2 NRP2 NUP62 NXN OGFR OPTN OSR2 OXTR P4HA2 PANX1 PARP12 PDE10A PDE4A PDIA4 PDLIM4 PDLIM5 PEG10 PELI1 PHACTR4 PHF11 PHLDA2 PIK3CD PLAU PLAUR PLCB4 PLEKHA5 PLPP3 PLXNA1 PPARG PPIF PPME1 PRKCD PROX1 PRSS23 PSMB9 PTBP3 PTGES RAB11FIP2 RAB13 RAC2 RAI14 RAPGEF2 RBM47 RCAN1 RELB RFX5 RGS3 RHBDF2 RHOBTB3 RHOF RIPK2 RIPOR1 RNF19B ROBO1 SAMD4A SBNO2 SDC4 SEL1L SERPINE1 SERTAD2 SGK1 SH3BP4 SHB SLC22A4 SLC25A22 SLC25A37 SLC2A6 SLC30A1 SLCO3A1 SLCO4A1 SMAD1 SMAD3 SMOX SOD2 SOX4 SOX9 SP100 SRGN SRPK1 SSBP2 SSTR2 STEAP1 STK10 STRA6 SYDE1 SYNGR2 TANK TCF7L2 TFE3 TGOLN2 THAP10 TMEM132A TMEM156 TMEM158 TMEM204 TMEM265 TMEM50B TNFAIP2 TNFAIP8 TNFRSF10B TNFRSF1B TNFRSF21 TNFRSF6B TNFRSF9 TNIK TNIP1 TNIP2 TOX TPCN1 TRAF1 TRAF3 TRAPPC4 TRIB1 TRIB3 TRIM16 TRIM21 TRIM62 TRIO TRIP10 TUBB2A TUBD1 TUT4 UVRAG VCAM1 VCAN VDR VIPR1 WDR48 WTAP ZBTB10 ZBTB18 ZFHX4 ZFP36L2 ZMIZ2 ZNF267 ZNF432 PHONG_TNF_RESPONSE_VIA_P38_COMPLETE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_RESPONSE_VIA_P38_COMPLETE ACACA ACOX1 ACSL3 ADAM17 AFF1 AGRN ALDH3A2 AP1G2 ARHGAP12 ARID4B ARL4C ATF3 ATP2B1 B4GALT1 BACH1 BAZ1A BCL3 BRD3OS BTG1 C2orf42 CAPN7 CAV1 CBX4 CCDC85B CCN1 CCNL1 CD59 CD82 CDC42EP1 CDC42EP4 CDH12 CDK2 CEP68 CKLF CRK CSGALNACT1 CSNK1E CTDSPL CUX1 DDIT3 DERL2 DHFR DIO2 DLG5 DLST DUSP5 DYRK2 EGR1 EHD3 ELOVL6 EMP2 ENAH ERAP1 ETS2 ETV5 EVA1B EXT1 F8A1 FABP4 FAIM FBRS FBXL5 FOS FOSL2 FOXC1 FOXO3 FZD2 GABARAPL1 GABRA2 GET1 GFPT1 GLG1 GLIPR1 GOLPH3L GTPBP4 HDAC9 HHEX HLA-B HLA-G HMBOX1 HMGCR HOXA10 HOXA9 HTATIP2 IDH1 IGFBP5 IKBKE IL11 IL7R ING1 INSIG1 ITGA5 ITSN2 JADE1 JAG1 JRK KAT6B KCNK1 KCNMA1 KDM2A KDM6B KLF10 KLRC3 KMT2A LARP1 LGALS8 LIMCH1 MAFG MAP3K11 MAP4K4 MAP7D1 MBD4 MBP MCL1 MCM6 MECOM MGAT2 MID1 MKNK2 MLXIP MNS1 MSMO1 MTHFD2L MYO10 MYO1B MYO1C NAV3 NCALD NCOA2 NDUFB2 NEO1 NFATC2IP NINJ1 NKTR NOTCH1 NR3C1 NUDT4 NUP210 NXF1 OBSL1 OTUD4 PAQR4 PBX1 PCLO PCNA PHIP PITPNA PMAIP1 PNP PNRC2 PPM1F PPP1R12A PPP1R15A PRKD1 PSD3 PTGS2 PTPN12 PTPRK RAB22A RAP2C RBM19 RET RGS1 RHOQ RPRD2 S100A4 SATB2 SCHIP1 SDCBP SEC24A SEC24D SEMA4C SERPINE2 SH3BP5 SHC1 SIKE1 SKP2 SLC5A3 SLC7A1 SLC9A6 SMURF1 SNX2 SOS1 SPAG9 SS18 SSBP2 STK11 STK17A STX4 SV2A SVIL SYNM TCAF1 TCF20 TCF4 TCP1 TGIF1 THYN1 TMEM135 TMEM51 TMEM87A TMEM97 TMT1A TNFRSF11B TRAF4 TRIM24 TUFT1 TUT7 U2SURP UBE2J1 UBR2 VCAN VPS35 WIZ WNT5A WWC2 YIPF5 ZBTB5 ZCCHC24 ZFP36 ZFP69B ZMIZ2 ZMYND8 ZNF131 PHONG_TNF_RESPONSE_VIA_P38_PARTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_RESPONSE_VIA_P38_PARTIAL ADM AGRN ALCAM ARL14 AURKA B4GALT1 BAHD1 BAZ1A BCL6 BDNF BID BIRC2 BMP2 BMP5 BTG3 C3orf52 CALHM2 CCL20 CCNG2 CD44 CDH19 CDKN1A CEBPD CHST11 CITED2 COL7A1 CREB1 CXCL1 CXCL2 CXCL3 CXCL8 CYLD DKK1 DLEU1 DNAJB4 DNAJB9 DUSP1 DUSP10 EFNB2 EGFR EREG FGD6 FJX1 FLRT3 FNDC3B FOSL2 FOXO1 FZD7 GABARAPL1 GABRA2 GLIPR1 GPRC5A HAS2 HERPUD1 HEXIM1 HEY1 HIVEP1 HIVEP2 HOXA5 HOXA9 ID1 ID2 ID3 IER3 IFNGR2 IL27RA IL4R IL6 IL6ST INHBA INSIG1 INTS6 IRGQ IRS1 ITGAV ITPRID2 JUN JUNB KANK2 KCNN4 KDM6B KLF6 KLHL21 KLRC1 KYNU LAMC1 LBH LDLR LGR5 LHFPL6 LIF LINC00869 LITAF MAFF MCL1 MFHAS1 NAMPT NAP1L1 NBN NEDD4L NFKB2 NFKBIE NKX3-1 NR2F2 NUAK2 PCDH7 PDE8B PGRMC2 PITX2 PLAC8 PLAU PLAUR PLK2 PLPP3 PMAIP1 PPIF PTGER4 PTHLH PTX3 REL RGS2 RIPK4 RNF44 RXRA SDF2L1 SEMA3C SERPINB2 SERPINE1 SLC12A7 SLC20A1 SLC31A2 SLC39A14 SLC5A3 SMAD3 SNCA SPHK1 SQSTM1 STAT3 TANK TAPBP TCF7L2 TCIM TENT5A TGFA TGFB2 TGIF2 THBS1 TIPARP TNC TNFAIP3 TNFRSF10B TNFRSF21 TNS3 TOB1 TPST1 TRAPPC4 TRIB2 TSC22D2 TTC27 TUBB2A TUBB2B VDR WWC1 ZNF395 PHONG_TNF_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_TARGETS_DN HES1 HEY1 HOXA9 ID1 ID2 IVNS1ABP SNCA ZNF131 PHONG_TNF_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PHONG_TNF_TARGETS_UP ADAMTS9 ATF3 BHLHE40 BIRC2 BIRC3 BMP2 BTG1 BTG3 CCL20 CCNL1 CD44 CD83 CEBPD CSF2 CXCL1 CXCL2 CXCL3 CXCL8 DUSP1 DUSP10 DUSP5 DUSP8 EGR1 EGR2 EPHA2 EREG ETS2 FJX1 FOS GEM ICAM1 IER2 IER3 IER5 IFNGR2 IL11 IL6 INHBA IRF1 JUN JUNB KDM6A KLF10 KLF6 KLRC1 LAMC2 LDLR LIF MCL1 NFKB2 NFKBIA NKX3-1 NUAK2 PLAU PLK2 PTX3 REL SDC4 TNFAIP2 TNFAIP3 TNFRSF10B ZFP36 ZFP36L2 PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_DN AMD1 AREG ATP2B1-AS1 B3GNT2 BTG1 CBX4 CCDC59 CCNL1 CD6 CD69 CHASERR CHD1 CLK1 CNOT6L CNST COG3 CREM CSGALNACT2 CSRNP1 DDX3X DNAJB6 DUSP10 DUSP2 DUSP4 EIF1 EIF4G3 EIF5 EPC1 ETNK1 FBXO33 FBXW7 FOSB FOSL2 FOXP1 G3BP2 GABARAPL1 GADD45A GADD45B GATA3 H2AC18 H3-3B HAPSTR1 HAUS3 HECA HIPK1 ID2 IDS IER5 IFRD1 IKZF5 ING3 IRF2BP2 IRS2 JMJD1C JMY JUN JUND KDM3A KDM6B KLF10 KLF4 KLF6 LINC-PINT LY9 MAP3K4-AS1 MAP3K8 MCL1 MEX3C MGAT4A MOAP1 MPZL3 MXD1 MYLIP NAMPT NDUFA10 NR4A2 NR4A3 PCIF1 PDE4D PELI1 PER1 PHF1 PIGA PMAIP1 PNPLA8 PPP1R15A PPP1R15B PRNP PTGER4 PTP4A1 PTP4A2 RAPGEF6 REL RGCC RGS1 RGS2 RNF103 RNF11 RNF139 RSRC2 SARAF SBDS SETD2 SIK1 SIK3 SLC2A3 SLC30A1 SMG1P5 SMURF2 SNORD30 SNORD3B-1 SON SRSF5 STK17B SUCO TBC1D22A-DT THAP2 TIPARP TMX4 TNFAIP3 TOB1 TP53INP2 TRA2B TSC22D2 TSC22D3 TSPYL2 TTC7A TUBB2A WIPF1 YPEL5 ZBTB10 ZBTB24 ZFAND2A ZFAND5 ZFC3H1 ZFP36 ZNF331 PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PICCALUGA_ANGIOIMMUNOBLASTIC_LYMPHOMA_UP A2M ABCC3 ABI3BP ACKR1 ACTA2 ACVRL1 ADAMDEC1 ADAMTS1 ADAMTS9 ADGRF5 ADGRL4 ADRA2A ANK2 ANKRD29 ANTXR1 APOC1 APOE ARHGAP29 ARHGAP42 ARHGEF10 ASPM ATOX1 C1QA C1QB C1QC C1R C1S C2 C3 C4A C7 CALD1 CARMN CAV2 CAVIN1 CCDC102B CCDC80 CCL14 CCL19 CCL2 CCL21 CCN4 CD63 CD93 CDH11 CDH5 CETP CFB CFH CHI3L1 CLMP CLU CMKLR1 COL12A1 COL15A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL6A1 COL8A2 COX7A1 CP CSRP2 CTHRC1 CTSC CTSL CTTNBP2NL CXCL10 CXCL12 CXCL9 CYBRD1 CYFIP1 CYP1B1 CYP26B1 CYP27A1 DAB2 DCLK1 DDR2 DEPP1 DHRS7B DOCK4 DPYSL3 EMCN EMILIN1 ENG ENPP2 EPHX1 FAM107A FAM114A1 FAM20A FBN1 FCHO2 FERMT2 FLRT2 FN1 FSTL1 FUCA1 GABBR1 GASK1B GJA1 GJC1 GPNMB GPRC5B GUCY1A1 GUCY1B1 HNMT HSPB8 HSPG2 IDH1 IFI27 IGFBP5 IGFBP7 IL18 IL33 IRAK3 ITGA9 ITPRIPL2 KCNJ10 KCNMA1 KCTD12 LAMA4 LAMB1 LAMC1 LIFR LOXL1 LPAR1 LUM MARCKS MFAP4 MIR1245A MIR34AHG MMP9 MXRA5 MYL9 MYLK NAGK NEXN NFIB NNMT NPL NR1H3 NR2F2 OSMR P2RY13 PAPSS2 PARVA PCOLCE PDGFRA PDLIM5 PDPN PGF PLA2G2D PLA2G4C PLD1 PLPP3 PMP22 PPIC PRRX1 PTGDS RAB13 RAI14 RARRES2 RASSF4 RBP5 RBPMS RGL1 RGS5 RHOBTB3 RND3 RPE RRAS RSPO3 S1PR3 SAMD9L SEPTIN10 SERPING1 SERPINH1 SLAMF8 SLC1A3 SLC40A1 SLCO2B1 SMOC2 SPARC SPARCL1 SPRED1 SULF1 TAGLN TANC1 TCIM TDO2 TEAD2 THY1 TJP1 TLR4 TMEM163 TMEM176A TMEM176B TNC TNS1 TNS3 TPM1 TRIM47 VCAM1 VWF WDFY3 WLS WWTR1 YAP1 ZNF226 PIEPOLI_LGI1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIEPOLI_LGI1_TARGETS_DN CHRNA6 CTAG1B CTAG2 FUT4 GTF2H2 HSD11B1 ID2 IL13RA2 IL33 ITSN1 KLRC1 MMP3 SIM2 TNNI3 ZIC3 ZNF266 ZNF415 PIEPOLI_LGI1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIEPOLI_LGI1_TARGETS_UP BCL2L11 CST7 CTNNA2 DIRAS3 EPHA5 FGF13 FGL2 GAGE1 HLF HMGB3 MAF MAGEA3 MAGEA5P NNT RYR2 TIMP3 TNFRSF11B PILON_KLF1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PILON_KLF1_TARGETS_UP A2M AADAC ABCA1 ABCA8 ABCC3 ABCC8 ABCC9 ABCG2 ACOX2 ACSL4 ACTB ADAM12 AEBP1 AFM AFP AFTPH AGFG1 AGMAT AGRN AHSG AIRN AK4 AKR1B10 ALAS2 ALB ALCAM ALDOC ALOX12 AMBP AMOT AMOTL1 ANGPTL3 ANK3 ANKH ANKRD39 AOPEP AP5S1 APOA1 APOA2 APOB APOH APOM ARFGAP2 ARHGAP29 ARIH1 ARMC1 ASAP1 ASB1 ASCC2 ASPH ASXL2 ATP1B2 ATP5IF1 BCAR1 BFAR BGN BMP2K BNIP3 BOLA2 BPGM BTN1A1 C1GALT1 C1QA C1S C2CD2 C2CD3 C2orf49 C2orf72 C5 C8G CA1 CALD1 CAMK2N1 CAP2 CAVIN2 CCDC92B CCNC CCNT1 CD59 CDH2 CDH5 CDSN CELA1 CEP76 CFB CFI CGN CHAC2 CHD8 CIAPIN1 CITED4 CLASP2 CLCA3P CLCN3 CLK2 CLU COL11A1 COL14A1 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A2 COP1 CPEB4 CPSF2 CRB3 CRP CRX CSNK1A1 CSNK1G1 CTNNAL1 CTSE CTTN CWC25 CX3CL1 CXADR CYLD CYP2D6 DAAM1 DAB2 DCAF1 DCBLD2 DCN DDHD2 DENND2B DENND2C DEPTOR DHX57 DLAT DLC1 DLK1 DLL1 DMPK DNAJA4 DNAJB2 DNAJB4 DNAJC22 DNM1L DRAM2 DUSP8 DUSP9 EBP EDNRB EIF2AK1 EIF5A2 ELL2 ELOC EMSY ENOX2 EPB41L5 EPB42 EPS15 ESAM ETNK1 EXD1 EXOC6 EXOG F2 FABP4 FAM114A1 FBN2 FBXO46 FBXO9 FECH FERMT2 FGA FGB FGFR2 FGG FKBP10 FLT1 FLT4 FN1 FOXH1 FOXO3 FOXP2 FRYL FSTL1 FTSJ1 FZD1 FZD5 GARRE1 GAS2L1 GASK1B GATA6 GC GCLM GHR GIGYF2 GINS3 GMPS GNG11 GNL3L GPC3 GPC6 GPX5 GRB10 GTF2H2 GTF2IRD2B GUCY1A1 GYPA H1-4 HARS1 HARS2 HAUS1 HBE1 HBG1 HECTD1 HERC4 HGFAC HIBCH HIPK2 HLA-A HMG20A HMGCS1 HMOX1 HNF4A HPN HPX HS3ST3B1 HSD3B1 HSPA9 HUWE1 HYCC1 IGF1R IGF2 IGFBP1 IGFBP2 IGFBP7 IGSF1 IGSF3 IHH IL1B ING4 INSR IRAG1 IRGM IRS2 ISLR ITGA2B ITGA4 ITIH1 ITIH2 ITIH3 ITM2A ITSN1 KEL KIF26B KIF2A KIF3B KLHL20 KMT2A KMT5B KNG1 KNTC1 KPNA1 KRT8 LARP4B LECT2 LGR6 LHFPL6 LIPG LOXL2 LOXL4 LPIN2 LPL LPP LUC7L2 LUM MAGED1 MAGEL2 MAGT1 MALAT1 MARCO MASP1 MBNL1 MBOAT2 MDM2 ME1 MED13 MEG3 MEG8 MESP1 MFSD2B MIB1 MIER1 MIOS MIR127 MIS18BP1 MKRN1 MLLT3 MLPH MLXIPL MPZL2 MRPL47 MSR1 MT1A MTHFD2 MYH7B MYL9 MYLK MZT1 N4BP2 NAP1L1 NAPG NBR1 NDN NDRG2 NID2 NLK NR1H3 NRK NRP2 NSFL1C NT5C2 NT5C3A NTMT1 NUDCD1 NUP54 OBSL1 OGA OGFRL1 OLA1 OSBPL1A OSGEPL1 PAN3 PBX1 PCSK7 PEG3 PER3 PICALM PIGM PIGN PIR PITRM1 PKD2 PKDCC PLA1A PLAGL1 PLEK2 PLG PLS1 PLXNA2 PMM2 PMP22 PODXL PON2 PPBP PPFIA1 PPOX PPP6R3 PRKAR2A PRKAR2B PRRG3 PRSS40A PRSS53 PTAR1 PTDSS2 PTGER3 PTPRB PTPRD PTPRF PUM2 PXDN RAB36 RAB6A RABGAP1 RAD18 RALBP1 RALGAPB RARS1 RBM5 RBMS1 RBP1 RBP4 REC114 REPS2 RESF1 RHBDF1 RHOC RIC1 RNF128 RNF157 RNF168 RNF20 RPS6KA3 RRP1B RYK SBNO1 SCAI SDC2 SEMA4G SEMA5B SEMA6D SEPTIN2 SEPTIN4 SERPINA10 SERPINA6 SERPINC1 SERPINF2 SERPING1 SERPINH1 SETDB1 SGMS1 SH3YL1 SHOC2 SIN3A SKIC8 SLAMF1 SLBP SLC22A23 SLC23A2 SLC25A4 SLC27A2 SLC30A1 SLC30A10 SLC36A2 SLC38A4 SLC39A5 SLC39A8 SLC44A1 SLC44A2 SLC6A8 SMIM15 SNCA SNTB1 SNX14 SPARC SPATS2L SPP2 SPTA1 SREK1IP1 SRSF5 SRXN1 STAB2 STON2 SUGP2 SUPT16H SV2B TADA2B TANGO2 TBK1 TBX6 TBXAS1 TCEAL9 TEAD1 TENT2 TENT5C TF TGFBR3 TIAL1 TIMP3 TLCD4 TLK1 TMC7 TMEM132D TMEM150A TMEM158 TMEM30A TMEM59L TMEM9 TNKS2 TOP2A TREML4 TRIM10 TRIO TRIP4 TRMT10A TSPAN7 TSPAN9 TTC39A TTLL5 TTR TUBB1 TUFT1 UBE2O UGT2B10 USP8 VCAM1 VOPP1 VTN VWF WDR19 WDR37 WDR43 WNT11 WWC1 XK XPO4 XPR1 YPEL4 ZBTB45 ZFAND5 ZFR ZNF207 ZNF239 ZNF562 ZNF639 ZSWIM7 PIONTEK_PKD1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIONTEK_PKD1_TARGETS_DN AFP ATP12A CCNA2 CLDN11 DEFB119 H2AC12 H2AC14 HNRNPDL NDP OBSL1 PDGFA RPS6 RRM1 SCARF2 SERPINA1 TUBA1A TUBB UHRF1 PIONTEK_PKD1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PIONTEK_PKD1_TARGETS_UP AASS ACOX2 ACSM5 ALDH8A1 ARG2 CCN2 CYP27B1 CYP2D6 DNASE1 EGF ENTPD5 ERRFI1 FKBP5 GGCT GK GLUL HAAO HAO2 KLF15 KLK1 KLK2 MPV17L MT1A MT2A NDRG1 PIM3 PRODH PTER RDH16 SCD SERPINA2 SGK1 SLC13A3 SLC17A1 SLC22A12 SLC27A2 SORD SULT1D1P TNFRSF21 TOM1L2 UGT1A6 UGT3A2 PLASARI_NFIC_TARGETS_BASAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_NFIC_TARGETS_BASAL_DN AHR CCL2 CCN3 EBF3 ENPEP EPHA3 EPHB2 FLI1 IFI16 IGFBP6 INSIG1 LSS MEOX1 MFAP4 PDGFRA PIK3AP1 RBP1 RPL39L SERPINB6 SLIT2 STARD4 VWA5A PLASARI_NFIC_TARGETS_BASAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_NFIC_TARGETS_BASAL_UP ACOT1 CACNA1G CHODL CLCA3P CLU COL2A1 FOXA1 GNA14 GZMH H4C15 KCNA5 KCNMB4 MPPED2 NNAT NRN1 PARM1 PAX1 PERP PLSCR1 PPP1R3C RGS4 RGS5 SEMA4F SHROOM3 SNCA TEX15 THSD4 TINAGL1 TNFRSF11B WNT5B PLASARI_TGFB1_SIGNALING_VIA_NFIC_10HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_SIGNALING_VIA_NFIC_10HR_DN ACAN AHR ALDH1A3 C16orf54 CA6 CCN5 CELF2 DOCK2 FAM111A FLI1 FOXG1 HEY1 INSIG1 LSS LYL1 MAFB MCF2L MFAP4 NNMT NR4A2 OTULINL PDGFRA PHIP PTPN18 RAB3IL1 RBP1 RPL39L SCD SLC37A2 STC2 UQCC6 VWA5A ZNF624 PLASARI_TGFB1_SIGNALING_VIA_NFIC_10HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_SIGNALING_VIA_NFIC_10HR_UP ADGRG6 AIF1L ANO1 ARC C1S CD38 CELSR3 CHODL CLCA3P COL2A1 CPXM1 CSF1 CYP2J2 ENPP5 EPHA4 EPHA7 F3 FAS FGF7 GJB4 GPM6B GVINP1 IFI44 IL18RAP IL1RAP IRAG1 ITGA1 KDM5A MPZL2 MYH11 NFIB NNAT NREP NRN1 OLR1 ORAI2 PARM1 PAX1 PCSK5 PDK4 PERP PIERCE1 PLEKHH2 PLSCR1 RGS4 RGS5 RICTOR SEMA3C SERPINA3 SLMAP SPARCL1 STEAP2 STK26 TBX3 TMTC4 UNC5C VCAM1 XRN1 PLASARI_TGFB1_SIGNALING_VIA_NFIC_1HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_SIGNALING_VIA_NFIC_1HR_DN AGO2 AKAP9 ANGPT4 ANKRD11 ARGLU1 ATP1B1 ATP9A ATRX ATXN2 CACNA1H CADM4 CAMK2D CAP1 CBL CD14 CDKN1C CDO1 CENPE CHODL CLCA3P COL2A1 COL3A1 COX6B2 CPD CREBBP CTSF CUL5 CYP39A1 DDX6 DPYSL4 ENDOD1 FAT4 FGFR2 FOXA1 GNB1 GOLGA4 GPC3 GPC6 GRPR H4C15 HMGA2 HNRNPL HSD17B11 IFI44 IGF2 IGF2R INO80D KDM5A LOXL2 LUZP1 MALAT1 MAP1B MAP3K2 MARF1 MEG8 MPPED2 MSI2 MYBL1 MYH11 NET1 NFIA NFIB NNAT NPR3 NRN1 PARM1 PAX1 PC PCSK5 PEG3 PERP PFN1 PIK3R1 PLEKHG1 PPP1R3C PTH1R PTK7 RBFOX2 RC3H2 RCOR3 RESF1 RGS17 RGS4 RGS5 RICTOR RORA SELENBP1 SEMA3B SESN3 SLC12A2 SLC14A1 SLC27A3 SNAPC3 SNCG SNX18 SOX2 SPTBN1 SRPK2 ST3GAL5 THOC2 TINAGL1 TMTC4 TNPO2 TPM1 TPR TSPAN5 TUBB2B WNT5A ZCCHC24 PLASARI_TGFB1_SIGNALING_VIA_NFIC_1HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_SIGNALING_VIA_NFIC_1HR_UP AHR CA6 CALCRL CCN3 CCR5 CYP51A1 DSE ENPEP EPHB2 EVI2A FLI1 FLT1 FOXG1 GSDME IDI1 IL2RG INSIG1 KCNAB1 KCNN4 MEOX1 MFAP4 NR4A2 OXCT1 PDGFRA PDP1 RAB39B RBP1 RPL39L SOAT1 TATDN2 TENT5C VWA5A ZFHX3 PLASARI_TGFB1_TARGETS_10HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_TARGETS_10HR_DN ABLIM1 ACADM ACSS2 ADAMTS1 ADAMTS5 ADGRG2 ADGRG6 ADHFE1 ADM AGTR2 AMPD3 ANGPT2 AQP1 ARHGAP18 ARHGAP20 ARHGAP28 ARID5B ARL6IP1 ARNT2 ARRDC3 AUTS2 BNIP3L BUB1 C3AR1 CALHM5 CAND2 CASP12 CAVIN2 CBX6 CCL15 CCL2 CCNB1 CD24 CD36 CD93 CDC42EP2 CDH2 CDKN3 CELF2 CENPJ CENPK CLIP4 CNKSR3 CPA6 CTNNAL1 CYP1B1 CYP7B1 DAB2 DBP DCLK1 DDC DDIT4L DHRS3 DIRAS2 DIXDC1 DTL DZIP1 EBF3 EDNRB EIF2AK2 ELOVL6 EPHA7 EPHX1 EVI2A EYA1 EYA4 FAT4 FBXL7 FGF7 FGFR2 FIGNL1 FMNL2 FOXC1 FOXP2 G6PD GAMT GAS1 GAS2 GBP2 GLRX GSTM1 GULP1 HACD4 HERC6 HMMR HOXC10 IDH1 IFIT1B IFIT2 IFIT3 IGF1 IGFBP5 IL18 IL1RN IL6ST IRGM IRS1 ITGB3BP KCND2 KITLG KLHL24 KNSTRN LAMA4 LCORL LDB2 LGR4 LIFR LILRB3 LILRB4 LMO7 LPAR4 LPL LRRCC1 LRRN3 LUM MALAT1 MAN1A1 MAP2 MARCKS MASTL MBNL3 MED12L MEF2C MEIS2 MEST MGST1 MKI67 MLLT3 MMP11 MMP16 MPPED2 MRC1 MRGPRF MSH6 MT1A MTERF2 NFIA NFIB NFIX NMI NPR3 NQO1 NR1D2 NUF2 NUSAP1 OASL2P OGN OSR1 PALMD PARP9 PBX1 PCDH7 PCDH9 PDE1A PDE5A PDGFRA PDK4 PDLIM2 PDP1 PEG3 PER3 PHIP PIK3R1 PIK3R3 PLCB1 PLEK PLEKHG1 PLEKHH2 PLPP3 PLSCR1 PMP22 PPP1R3C PRICKLE2 PRIM1 PRKAR2B PRRX1 PRSS35 PTEN PTPRD PTX3 PWWP3B RAB30 RARB RASGRP3 RBM39 RCBTB2 REPS2 RFC3 RFC4 RNASEL RND3 RSPO2 RSPO3 RTL3 RTP4 RUNX1T1 S1PR3 SBK1 SCARA3 SCARA5 SEMA3A SERHL2 SERPINB1 SERPINB6 SERPINB9 SESN1 SESN3 SH3BGRL SH3BP5 SHOX2 SIM2 SIX1 SLC12A2 SLC14A1 SLC16A4 SLC24A3 SLC40A1 SMARCA2 SORBS2 SORD STAT1 STMN1 STMN2 SVIL SYT11 TCEA3 TCEAL1 TCF7L2 TGFBR3 THBD THSD7A TK1 TLE6 TMEM53 TMEM86A TMT1A TOX TRIM2 TRIM21 TRIM37 TRPS1 TSHZ1 TSPY26P UNC5C USP18 VCAM1 VEGFD VWA5A WDR19 ZFAND1 ZFHX4 ZFP28 ZFR ZIC1 ZNF467 ZNF521 ZNF608 ZWILCH PLASARI_TGFB1_TARGETS_10HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_TARGETS_10HR_UP ABCB1 ABTB3 ACAP1 ACTA1 ADAM12 ALDH1A2 ALDH1A3 ALS2CL ANKH ANKRD1 ARC ARG1 ASS1 BAIAP2L1 BHLHE40 BMAL1 CA6 CARD10 CCL17 CCL20 CCN2 CD40 CDH6 CDYL2 CHST11 CMKLR1 CNN1 COL8A2 CREB3L2 CRISPLD2 CRY1 CSPG4 CSRNP1 CTH CX3CL1 CXCL14 CXCR6 DUSP14 DUSP5 DUSP6 EGR2 ELAVL2 ELN ENDOD1 ENPP1 ENTPD7 EREG F2RL1 FBXO32 FGF18 FGF2 FGF21 FJX1 FKBP5 FLNB FLT1 FOSL1 FOXC2 FOXS1 FSTL3 FXYD6 GADD45B GALNT3 GAREM2 GATM GCH1 GCNT2 GFOD1 GFPT2 GJA3 GJB2 GJB3 GPER1 GPR84 GREM2 GUCY1B1 HAS2 HBEGF HCK HECTD2 HEY1 HEYL HIP1R HIVEP3 HK2 HSPA2 HTR2B IER2 IER3 IL11 IL18R1 IL6 INHBA IP6K1 ITGA5 ITGB3 IVNS1ABP JAG1 JUNB KCNK1 KHDRBS3 KLF13 KLHDC8A KLHL29 LAS1L LIF LMO1 LPIN3 LRP8 LRRC8C LRRFIP1 MAFF MCAM MEGF10 MEOX1 MFSD2A MGLL MICAL2 MMP9 MYO1D NEBL NES NFATC1 NFIL3 NGF NIPAL1 NPPB NRARP NTF4 NUAK1 NUAK2 OLFM2 OLR1 OTUD7A PAPSS2 PDE4DIP PDGFA PDGFB PDGFC PI4K2B PKP1 PLAUR PLEKHG3 PLK3 PMAIP1 PMEPA1 PPP1R13L PPP1R15A PRAG1 PRG4 PRKAR2A PRKG2 PTGS2 PTHLH PTK2B PVR RAP1GAP2 RASL11B RBFOX1 RGS16 RNF149 RNF19B RUNX1 SEMA7A SERP1 SERPINE1 SFN SIAH2 SLC20A1 SLC2A1 SLC41A2 SNAI1 SOCS2 SPATA13 SPHK1 STK38L STMN4 TFPI2 TGFB1 TGFBR1 THBS4 TIMP3 TMCC3 TNC TNFAIP3 TNFRSF11B TNFRSF12A TNNT2 TSPAN2 TTC9 UBE2G2 UNC5B VEGFA WNT11 WNT9A ZNF469 PLASARI_TGFB1_TARGETS_1HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_TARGETS_1HR_DN COL3A1 MEIS2 NFIB PPP1R3C TXNIP PLASARI_TGFB1_TARGETS_1HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PLASARI_TGFB1_TARGETS_1HR_UP BHLHE40 CDK5R1 CSRNP1 EGR2 EGR3 FBLN2 FGF18 GADD45B GADD45G HBEGF HES1 ID1 ID2 ID4 IER3 IER5 IL6 JUNB KLF10 LIF MAP3K14 NR4A1 NUAK2 PTGS2 RASL11B SERPINE1 SLC20A1 SMAD7 SNAI1 SPATA13 SPSB1 WNT9A ZMIZ1 PODAR_RESPONSE_TO_ADAPHOSTIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PODAR_RESPONSE_TO_ADAPHOSTIN_DN ACTG1 CCNE1 CCNF CX3CR1 CXCL10 DHCR7 FDFT1 GLI2 HK2 IDI1 INAVA INSIG1 MSMO1 RRP1B SCD SDC1 TFRC UNG PODAR_RESPONSE_TO_ADAPHOSTIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PODAR_RESPONSE_TO_ADAPHOSTIN_UP ACTR10 ADAM17 AKR1C1 AKR1C3 ANXA1 ARID5B ARMCX3 ASF1A ASNS ATF3 ATF4 BACH1 BBC3 BSDC1 CARS1 CCNG2 CCPG1 CCSER2 CD44 CD55 CDKN1C CEBPB CEBPG CHAC1 CLEC2B CLIC2 CLK1 CLU CREM CSGALNACT2 CYTIP DDIT3 DDIT4 DGKG DNAAF1 DNAJB1 DNAJB2 DNAJB4 DNAJB9 DUSP1 DUSP5 EIF2AK3 FNDC11 FNDC3A FTH1 FTH1P5 FYN GAB2 GABARAPL1 GADD45A GARS1 GCLM GLA GLRX GOLGA2 GTPBP2 H2AC18 H2BC3 HAPSTR1 HBP1 HDLBP HEXIM1 HMOX1 HSPA13 HSPA1A HSPA1B HSPA6 HSPB1 ID2 IER5 IFNGR1 IFRD1 IGFBP3 IL15 IL23A ISG20 ITGAX JUN JUND KLF2 KLF6 KLHL21 MACO1 MAFF MAFG MAP1LC3B MARS1 MBNL2 MFAP4 MGAT2 MIR22HG MORC3 MSX1 MXI1 NAP1L1 NAP1L2 NCF2 NCOA2 NEAT1 NEK1 NFE2L1 NIBAN1 NLRP1 OSER1 P4HA2 PALLD PIR PLEK PMAIP1 PNRC1 PPP1R15A PRDM4 PSAT1 RAB9A RAP2B RB1CC1 RGS2 RND3 RPL13P5 RPS6KC1 SAT1 SEC24D SLC38A2 SLC3A2 SLC7A11 SOX4 SQSTM1 STEAP1 STX12 STX3 TES TMCO3 TMEM140 TNFSF9 TRIB1 TRIB3 TUBA1A TUBB2A VEGFA WDR26 YPEL5 ZBTB43 ZEB1 ZFAND5 ZFP36L1 ZNF165 ZNF215 ZNF267 POMEROY_MEDULLOBLASTOMA_DESMOPLASIC_VS_CLASSIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POMEROY_MEDULLOBLASTOMA_DESMOPLASIC_VS_CLASSIC_DN ALDH1A3 APOD BCL2 C1S CCND3 CFH CNR1 COL1A1 COL1A2 COL3A1 CXCR4 CYFIP1 EEF1B2 ELAVL4 FIG4 GCNT2 GLI1 IGF2 IGFBP5 INSM1 IRF8 LAMC1 LMO4 LTBP2 MGP MYCN NDP NFATC3 NFATC4 NHLH1 NID1 NMU NTRK3 PBX3 PTCH1 QSOX1 RND3 RPL10A RPL21 RPL24 RPL34 RPL35A RPL36A RPL39 RPL7 RPL9P7 RPS10 RPS11 RPS17 RPS18 RPS23 RPS29 SCG5 SHROOM2 TCF12 TCF4 TFDP2 TMSB15A TPT1 UCHL1 VCAN POMEROY_MEDULLOBLASTOMA_DESMOPLASIC_VS_CLASSIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POMEROY_MEDULLOBLASTOMA_DESMOPLASIC_VS_CLASSIC_UP AANAT ABL2 ACLY ALDOA APLP1 ARL4D ARL6IP1 ATP1B2 BCAP31 BSG CBX5 CDKL5 CFHR2 CHI3L1 CHRM4 CITED1 COL2A1 CPOX CRABP2 DLX4 DYRK4 E2F1 F8A1 FLT3LG FPR1 GABRB3 GABRG2 GNB3 GPX4 HSP90AA1 ILVBL KANK1 KDM5D LDHA LHX2 LRP8 MYL5 NEUROG1 NOMO1 NUCB1 OLFM1 PDE4C PLEC POLR2F POLR2J PPP2R1B PRDX1 PSMB5 RPN2 SCAF11 SEPTIN8 SLC1A2 SMAD2 SMAD5 STX3 SURF1 SUSD6 TGFB3 THBS4 TMEM11 TP53BP2 UGCG USP11 POMEROY_MEDULLOBLASTOMA_PROGNOSIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POMEROY_MEDULLOBLASTOMA_PROGNOSIS_DN ATIC ATP5MC2 B4GALT1 BARD1 BYSL CAD CBX5 CDC25B CENPF CGB3 COX8A DAG1 E2F5 ENO1 ERP29 FGFR3 GABRG2 HMGA1 IARS1 LDHB MYBL2 NCAPD2 NME4 RPL10A RPL11 RPL27A RPL29 RPL35A RPL7A RPS10 RPS14 RPS18 RPS19 RPS25 RPS8 RPSA SLC29A1 SNRPA1 SNRPD2 SRI TKT TRAP1 UBE2D3 UCHL1 POMEROY_MEDULLOBLASTOMA_PROGNOSIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POMEROY_MEDULLOBLASTOMA_PROGNOSIS_UP ACADVL ACSL1 AIP AMT AP3B2 APOD ASIC1 ATRX BRME1 CALML3 COL6A2 CRMP1 DVL3 DYNLT1 ECH1 ELN ETV4 GAP43 GNAS GPS2 GTF3C1 IDUA IRF3 KMT2A MYL6 NBL1 NDN NHLH1 NPIPA1 NPIPB3 NTRK3 NUP62 PLOD1 PTK7 RALGDS RASL10A REEP5 REG1A REG3A RTN1 SATB1 SLCO2A1 SRP54 TERF1 TLE5 TMSB4X USP4 ZKSCAN7 POOLA_INVASIVE_BREAST_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POOLA_INVASIVE_BREAST_CANCER_DN ACADSB ACSM1 AK5 ALDH4A1 ANKH ANPEP ARHGEF5 ARMT1 AZGP1 BMP5 BST2 CA12 CACNA1D CAPN3 CCDC170 CD151 CD59 CDK10 CELSR1 CELSR2 CHI3L1 CITED1 CLEC3B CLMN CNN1 COL4A5 CPB1 CRLF1 CYP1A1 CYP4B1 DACH1 DCT DKK3 DNAJC12 DST ECE1 EDN3 ERBB4 EREG ESR1 EXOC7 FABP7 FBXO2 FGF2 FGFR3 FLNB FRMD4A FRZB GATA3 GFRA1 GOLGA2P5 GRIA2 GRP GSTT1 H2AC6 HBA1 HBB HMGCS2 IFT140 IGF1R IGFBP2 IGSF1 IL17RB INPP4B ITGA7 ITPR1 KCTD2 KDM4B KLK10 KRT17 KRT5 KRT6B LAMB3 LGALS4 LTBP3 LTBP4 LTF MAPT MATN2 MGP MIA MPPED2 MSX2 MYB MYLK NEDD4L NPY1R NPY2R NQO1 OXTR PDGFA PDZK1 PEX6 PGGHG PIK3R1 PKP1 PLAT PPIP5K1 PPP1R3C PTN RABEP1 RABGAP1 RPL29P17 SAA1 SCUBE2 SDC4 SERPINA3 SERPINA5 SEZ6L2 SLC25A37 SLC27A6 SLC39A6 SSH3 STC1 STC2 SYMPK SYNM SYT17 TAPT1 TDRD12 TESC TF TIMM44 TMEM101 TPM2 TRA2A UGT2B11 VTCN1 WFDC2 WIF1 WNT5A XYLT2 ZDHHC11 POOLA_INVASIVE_BREAST_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POOLA_INVASIVE_BREAST_CANCER_UP ABCC4 ADAM12 ADAMDEC1 ADCY7 ADGRE2 AHI1 AIF1 AIM2 APOBEC3B APOC1 ARHGAP15 ARHGAP25 ASPM AURKA BANK1 BCAT1 BCL2A1 BCL2L11 BIRC5 BLM BPNT2 BTK BUB1B CALCRL CALU CCDC88A CCL11 CCL18 CCL3 CCL4 CCL8 CCN4 CCNA2 CCNB2 CCNE2 CCR1 CCR7 CD163 CD19 CD1E CD2 CD27 CD38 CD3D CD40 CD48 CD52 CD53 CD6 CD69 CD74 CD79A CD79B CD86 CDC20 CDH11 CDK1 CDKN3 CEACAM5 CEACAM6 CEMIP CENPA CENPF CENPU CEP55 CH25H CHIT1 CHST11 CKS2 CLEC7A CNTNAP2 COL10A1 COL11A1 COL5A1 COL5A2 COL6A3 COTL1 CPM CPNE7 CPPED1 CREB3L1 CSF2RB CST7 CTSC CTSS CXCL10 CXCL11 CXCL13 CXCL9 CXCR3 CXCR4 CYLD CYTIP DIO1 DLGAP5 DOCK2 DSC2 DSCC1 DTL ECM1 EGFL6 EPPK1 EPYC EVI2A EVI2B FANCI FAP FCER1G FCGR1A FCGR2A FCGR3A FCGR3B FCMR FKBP11 FN1 FPR3 FYB1 GAB2 GBP1 GDF15 GINS1 GINS2 GLIPR1 GNLY GPR171 GPR183 GPR65 GPSM2 GRB2 GREM1 GZMA GZMB GZMK HCLS1 HHIPL2 HLA-DMB HLA-DQA1 HLA-DRB1 HLA-DRB6 HOPX HS3ST3A1 HSD17B1 HYAL1 IFI30 IGHG1 IGHM IGHV1-69 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-47 IGHV3-7 IGHV4-34 IGHV4-61 IGKV1D-13 IGKV1D-8 IGKV1OR2-108 IGLV3-10 IGLV3-19 IGLV4-60 IL18 IL18R1 IL2RG IL32 INHBA IRAG2 IRF8 ISG20 ITGA4 ITGAX ITGB2 ITK KDELR3 KIF11 KIF15 KIF20A KIF2C KMO LAMP3 LAPTM5 LAT2 LCK LCP2 LGALS2 LGALS9 LILRB1 LILRB2 LILRB4 LMO3 LOXL1 LPXN LRP8 LRRC15 LST1 LTB LY96 LYZ MAD2L1 MAFB MAN1A1 MAP4K1 MCM4 MELK MMP1 MMP11 MMP12 MMP13 MMP19 MMP3 MMP9 MNDA MS4A1 NARS2 NCAPG NCF2 NDC80 NEK2 NET1 NID2 NPL NUSAP1 OIP5 PBK PCLAF PIGR PLA2G7 PLAC8 PLAUR PLEK PRC1 PRKCB PRR16 PRUNE2 PSTPIP1 PTPRC PTTG1 RAD51AP1 RASSF2 RET RGS16 RGS4 RHOF RRM2 RSAD2 S100P SAMSN1 SELL SELPLG SERPINA6 SERPINE1 SLA SLAMF8 SLC16A3 SLC18A2 SLC7A5 SLC7A7 SOAT1 SOX11 SP140 SPC25 SQLE SRGN STAG3 STAT4 STK17B SULF1 TBC1D31 TCL1A TDO2 TFEC THEMIS2 TK1 TNC TNFAIP6 TNFSF4 TOP2A TPK1 TPX2 TRAC TRAF1 TRAF3IP3 TRAT1 TRBC1 TRBC2 TRDC TRGC1 TRIP13 TYMS UTS2 VCAM1 VCAN POS_HISTAMINE_RESPONSE_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POS_HISTAMINE_RESPONSE_NETWORK ACP3 ADH7 ARF4 ASNS CAMK2A CAMK2N2 CDK2AP1 CEBPB EMILIN1 ENAH FBLN5 G3BP1 GABPB1 GARS1 GCNT1 IGF2R IL15 JUN LMO1 LOXL1 MACROH2A1 MED26 NDST1 NNMT PFN2 SLC7A1 TAX1BP3 TGFB1 TIAM1 TSPAN7 UPP1 POS_RESPONSE_TO_HISTAMINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POS_RESPONSE_TO_HISTAMINE_DN ASNS CDT1 DPM1 EIF2S2 GABPB1 GLYCTK KLHL22 MED26 METTL22 NCOR1 TATDN1 POS_RESPONSE_TO_HISTAMINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/POS_RESPONSE_TO_HISTAMINE_UP CA13 CCDC174 FBLN5 FRYL HMG20B IGF2R MACROH2A1 ODF1 PFN2 SNRNP25 SNX27 TECPR2 PRAMOONJAGO_SOX4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRAMOONJAGO_SOX4_TARGETS_DN ACOT7 ADAM15 ANAPC5 ARRB2 ATP5F1D BIN1 BIRC5 CANX CCNB1 CDKN3 CLN3 CTSC DLEU1 DLGAP5 EFEMP1 FAHD2A GCSH GLUL HNRNPA0 HNRNPL HSPA8 KCNQ2 KIF20A LAMP1 LAPTM4B LSM2 LY6E MAP2K2 MCCC2 METRN MLEC MRPS12 MTARC1 NR2F6 PARP1 PDCD4 PEBP1 PEG10 POLD1 PTBP1 PTGES SIGMAR1 SKP2 SPINK5 TMED2 TMEM14A TMEM97 UBE2S UCP2 PRAMOONJAGO_SOX4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PRAMOONJAGO_SOX4_TARGETS_UP ADM AK4 AMPD3 ARHGAP45 BHLHE40 BNIP3 BTG1 BTN2A1 CAPRIN2 CCNG2 CCNL1 CLK1 CXCR4 DUSP4 ELF4 FGD6 GDF15 GPRC5A GRB10 IER3 IL1B INSIG2 JUN JUND KDM3A MAFF MXI1 MYD88 NAB2 NAP1L1 NDRG1 NFIL3 PHF1 PLIN2 RBCK1 RIOK3 RIT1 RND3 SERPINE1 SLC2A3 SMNDC1 SOD2 STC1 STC2 TIPARP TNFAIP3 TNIP2 TPBG TRIB3 TRIM8 VEGFA ZFP36L1 PROVENZANI_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PROVENZANI_METASTASIS_DN ADRM1 AK4 ANO1 ANXA6 AP2S1 ARL4C ARPC1A ATF5 BCAT2 BLVRB BMP7 CCND1 CCND2 CD44 CKB CLDN3 CLDN7 CLPTM1 CLU CNOT3 COL4A2 COPS6 COTL1 CTDSPL CTNNA1 CTSB CYP51A1 DDAH1 DHRS2 DKK4 DNAJC2 EDAR EGFR EHD4 EIF2S1 EIF3K EPAS1 ERCC1 ETHE1 F12 FAM171A1 FOXJ2 FOXN3 FTL GABARAPL1 GPD1L GPI GRK6 HOXB6 HSPA4 HSPB1 IFITM2 IFITM3 IFITM3P7 IGFBP3 ITM2B KDELR2 KLK6 KLRC1 KRT13 KRT23 KRT5 KRT81 LAMC2 LCN2 LSM14A MALL MAOB MEPCE MRPL35 MT1E MYL6 NAPG NELL2 NFE2L3 NMI NOP53 NOTCH2 NSMF P4HA2 PDE4D PDGFC PDIA6 PDLIM4 PFN2 PLOD3 PON2 PPIC PRMT1 PSMB9 PSMC2 RABAC1 RAP1GDS1 RBM42 RCN1 REEP5 RINT1 RPS19 RRAS S100A11 S100A11P1 S100A2 S100A3 SAA1 SCRN1 SDC4 SERPINE1 SLC2A1 SLC2A3 SLC2A4RG SLC48A1 SLCO3A1 SOD1 SPANXA1 SPATS2L SPINT2 ST14 STXBP6 TACSTD2 TBC1D4 TBC1D9B TGM2 TIMP2 TMED10 TNFAIP2 TNFRSF6B TNIP1 TNNT1 TPM1 TPT1 TRAPPC6A TRIB2 TRIM29 TRIP6 TSEN34 TUBB2A TUBB2B TXNL1 UBE2M VAMP3 WIPI1 YES1 PROVENZANI_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PROVENZANI_METASTASIS_UP AARS1 ACD ADA ADK AK6 AKR1B1 AKR1C1 AKR1C3 AMIGO2 ANAPC5 AQP3 ATMIN ATP5MC2 ATP6V0D1 AZGP1 BAG1 BICC1 BORA BRD7 BTBD3 BTF3 BTG1 CADPS2 CARD10 CARS1 CAT CAVIN3 CBFB CD24 CDK1 CDKAL1 CDKN2A CDKN2C CEMIP2 CENPN CEP15 CES2 CHGB CIAO2B CLEC11A CMC2 CNN3 COG4 COLGALT2 COPZ1 CRIPTO CSNK2A2 CST7 CTCF CTSC CUL4A CYTL1 DAB2 DAZAP2 DDX19A DDX19B DDX50 DHODH DNAJC9 DROSHA EDC4 EFNB2 EIF4B ELP5 EPHB2 EPRS1 EZH2 FGGY FOXA2 FXYD6 FYN FZD10 GABARAPL2 GALNT7 GCHFR GCSH GDF15 GLG1 GOT2 GPX2 GSE1 H4C3 HBE1 HLTF HNRNPA1 HNRNPA3 HNRNPF HOXC6 HUS1 IPO5 IST1 ITPA JUN KARS1 KDM4C KIZ LAMP1 LARP4B LCK LCP1 LINC00869 LMCD1 LRIG1 LSM7 LTA4H MACROH2A2 MAGEB2 MAGED1 MARCKSL1 MCCC2 MCM3 MET MFNG MME MON1B MPHOSPH6 MRPL23 MRPS27 MTF2 MYB NAE1 NARF NAXD NDUFS5 NIP7 NNT OXCT1 PCCA PDF PDIA4 PEG10 PLAC8 PLEKHB1 PLIN2 PLLP PLPP3 POGLUT2 POLD3 POLR2A POLR2M PPA1 PRCP PRIM1 PRKX PROM1 PRR13 PRSS3P2 PSMD7 QPRT RAP2A RBM47 RGL1 RNF126 SAR1A SAT1 SEPTIN6 SERPINF1 SF3B3 SGCE SKP2 SLC25A14 SLC35D1 SLC38A2 SNTB2 SPRY2 SYT1 TARS1 TCF12 TCF3 TERF2 TERF2IP TESC TFF3 THAP11 TIMM23 TM4SF1 TMED2 TMEM208 TNS3 TOMM70 TOR3A TOX3 TPM2 TRAF5 TRBC1 TRBC2 TSR1 TUBB TXNIP TXNL4B VARS1 VCL VGLL4 VPS26A VPS4A VSNL1 WASHC2C WDR59 WNK1 WWOX XRCC5 ZBED1 ZMYND11 ZWINT PUIFFE_INVASION_INHIBITED_BY_ASCITES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUIFFE_INVASION_INHIBITED_BY_ASCITES_DN ACBD3 ACE2 ACTR6 AFG3L2 AIMP1 AK6 AMD1 ANKHD1 APRT ARFGAP2 ARHGAP29 ASPH ATG12 ATG5 BAG1 BCAS2 BTBD1 C1orf115 C6orf120 CALD1 CCL20 CCNH CCNL1 CD44 CDC42EP3 CDK1 CDK10 CDK7 CEBPZ CETN2 CGRRF1 CHMP2B CTBP2 CXCL8 DCTN6 DHCR7 DKK1 DNAJC24 DUSP1 ECHDC1 EEF1E1 ELOVL5 EPB41L2 ERI2 ESF1 EXOSC8 FNDC3B FUT4 GAMT GCH1 GCNT1 GTPBP8 HAT1 HEY1 HNRNPDL ID2 ING3 INPP5F IRF9 IVNS1ABP KLF6 KLHL22 LAMTOR3 LDLR LEPROT LSM8 MECOM MFF MOB4 MOSPD1 MSMB MSX2 MTIF2 MTMR6 N4BP1 NACC2 NAE1 NAP1L1 NDEL1 NDUFV1 NFYA NOC3L NOL11 NR1H4 NRBF2 ORC4 PCYT2 PDCD10 PDGFC PLEKHF2 PNN POT1 PPIC PRPF18 PTGS2 PTPRK RAB11FIP2 RABGAP1L RABGGTB RAP2C RBM34 RGL1 RGS4 RNF187 RO60 RPL10 RRAS2 RYBP SAT1 SECISBP2L SELENOP SEPHS2 SH3GLB1 SHLD2 SLC29A2 SLC5A3 SOX4 STAG1 SYNJ1 TAF1D TCEAL4 TEX30 TGFBR3 TGIF2 THOC1 TM7SF2 TMEM100 TNFAIP8 TP53BP2 TP53I3 TRAK2 TRIB1 TXNDC9 UBE2V2 UGCG UQCRB VAMP7 WDR13 WWTR1 ZBED5 ZCCHC10 ZMYM4 ZNF226 ZNF330 ZNF410 ZNHIT6 PUIFFE_INVASION_INHIBITED_BY_ASCITES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUIFFE_INVASION_INHIBITED_BY_ASCITES_UP ABCC2 ACIN1 AKR1B10 AKR1C1 AKR1C3 ALOX5AP ASB9 ASCC1 ATP2B4 BCAM BCL2L1 BPNT2 CALM1 CCN2 CCT2 CDCA8 CEACAM6 CENPA CHD4 CIB2 CKLF DELE1 EIF4G1 ELMO2 ENO1 EPOR ETS2 F3 FHL1 FKBP1A G6PD GAPVD1 GART GATC GCLM GSPT1 HJURP HMGB3 HP1BP3 IGFBP4 KIF20A KIR2DL5A KPNA2 KPNB1 LEPROTL1 LRRC59 LYN MAN2A2 MARS1 MAZ MCM3 MICB MPP1 NR2F2 OSMR PABPC3 PGK1 PLEC PLIN3 PPP2R5D PRKCA PTBP1 RAB4A RPS17P5 SAP30 SCHIP1 SIAH2 SKP2 SNRPA1 SRRM1 STIP1 SUN1 TKT TPX2 TYMS UBBP1 UBE2G1 UBFD1 XKR8 PUJANA_ATM_PCC_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_ATM_PCC_NETWORK AATF ABCB7 ABCC1 ABCC10 ABCE1 ABCF2 ABHD3 ABI1 ABL1 ABO ACADM ACAP2 ACKR2 ACOT11 ACTR2 ACTR3 ACYP1 ADAM10 ADAM17 ADAM19 ADAM22 ADAR ADCY7 ADNP ADRA1D ADSL AFF2 AGGF1 AHSA1 AIM2 AJAP1 AKAP17A ALKBH1 ALOX12 ALOX5 ALOX5AP ALPK3 ALX1 AMIGO2 AMMECR1 AMPD3 ANAPC10 ANGEL1 ANKRD26 ANP32A ANP32B ANP32E ANXA13 AOC2 AP1G2 AP3B1 AP3S1 APBA1 APC APEX1 APOBEC1 APOBEC3C ARFGEF2 ARFIP1 ARHGAP11A ARHGAP25 ARHGAP35 ARHGAP4 ARHGDIB ARHGEF1 ARHGEF18 ARHGEF6 ARIH2 ARNT ARPC1B ARPC2 ARPC3 ARPC5 ASF1A ATF2 ATG12 ATIC ATM ATP11A ATP11B ATP5F1A ATP5MC2 ATP5MJ ATP5PB ATXN3 AURKA AURKB AURKC AVPR1B B2M B3GAT2 B3GNTL1 BAX BAZ1A BAZ1B BAZ2A BBS9 BCAT1 BCL2L11 BCL6 BCL7A BET1 BFSP1 BID BLM BLMH BLNK BMS1 BNIP2 BORCS8-MEF2B BPTF BRCA1 BRD1 BRME1 BTAF1 BTF3 BTF3P11 BTK BTN3A1 BUB3 C1QBP C6orf62 CA7 CAD CADM3-AS1 CAMK4 CAP1 CAPZA1 CASP10 CASP2 CASP3 CASP5 CASP7 CASP8 CAST CBFA2T2 CBFA2T3 CBFB CBX3 CCHCR1 CCKBR CCL11 CCL23 CCL3 CCNA2 CCNE1 CCNF CCNG2 CCNT2 CCR2 CCT4 CCT8 CD19 CD1A CD1C CD1D CD22 CD247 CD300C CD36 CD37 CD38 CD3G CD40 CD47 CD48 CD52 CD53 CD72 CD79A CD79B CD96 CDC123 CDC14A CDC20 CDC7 CDH8 CDK1 CDK11B CDK13 CDKL1 CDKN2C CDV3 CDY1 CEACAM4 CEBPZ CELF1 CENPA CENPC CENPI CEP135 CEP57 CEP68 CFLAR CHAF1A CHAF1B CHEK2 CHERP CHKB CHMP7 CHRND CHST7 CHUK CIAPIN1 CIITA CIR1 CLASRP CLCN7 CLDN9 CLINT1 CLK2 CLP1 CLPX CLTB CMKLR2 CNBP CNGA3 CNIH1 CNKSR2 CNOT1 CNOT3 CNOT8 CNOT9 CNPY3 CNTN6 CNTRL COL10A1 COL21A1 COMP COPS3 CORO1A CORT COX7B CPSF4 CPT1A CR1 CRCP CREBZF CREG1 CRHR1 CRLF3 CRYAA CSF2RA CSF2RB CSF3 CSK CSNK1G2 CSNK2A1 CTAG2 CTCF CTR9 CTSS CUL2 CUL4A CUL5 CUL9 CUX1 CXCR4 CYP1A1 CYP2C18 DAP3 DAPK2 DARS1 DCAF7 DCK DCP2 DDX10 DDX18 DDX21 DDX27 DDX28 DDX39A DDX39B DDX3X DDX46 DDX5 DDX52 DEK DEPDC5 DGUOK DHFR DHX16 DHX9 DIAPH1 DIDO1 DIMT1 DKC1 DKK3 DLD DLEU1 DLGAP2 DLST DMAC2L DNA2 DNAJC13 DNAJC2 DNAJC24 DNAJC7 DNAJC9 DNMT1 DNTTIP2 DOCK10 DOCK2 DOLPP1 DPH2 DPM1 DR1 DRD1 DSCR4 DUSP11 DUT DYRK2 E2F4 E2F5 ECD ECE2 EDEM1 EED EEF1A1 EEF1B2 EIF1AY EIF2B5 EIF2S3 EIF3E EIF3F EIF3H EIF3M EIF4A3 EIF4B EIF4EBP2 EIF4H EIF5AL1 EIF5B ELAC2 ELAVL1 ELF1 ELK3 ELOVL5 EMG1 EN2 ENOX2 EP300 EP400 EPB41 ERC2-IT1 ERCC2 ERCC3 ERCC5 ERH ERICH1 ESPL1 ESR2 ETS1 ETV6 EWSR1 EXOG EXOSC10 EXOSC2 EXOSC8 EYA4 EZH2 FABP5 FAM120A FAM216A FAM53B FAM76A FANCI FAS FASLG FBL FBLN1 FBXL4 FCER2 FCGR2A FCGR2B FCHO1 FCHSD2 FGF18 FGF4 FGF6 FGF8 FLI1 FLT1 FLT3 FMNL1 FNBP4 FOXM1 FRG1 FSCN2 FTSJ1 FUBP1 FUS G3BP1 GALNT2 GARRE1 GATA6 GATAD1 GCFC2 GCGR GCH1 GDI2 GEMIN2 GHRH GINS1 GIP GIT2 GJA8 GJB5 GLE1 GLIPR1 GLRA3 GMFG GNA13 GNAO1 GNAQ GNAT1 GNB3 GNL2 GOSR1 GP1BA GPD2 GPLD1 GPN1 GPR161 GPR171 GPR18 GPR3 GPR37L1 GPR65 GPSM3 GPX7 GRAMD4 GRAP GRB2 GRIA1 GRIK1 GRIP2 GRK2 GRK6 GRP GSR GSS GTF2A1 GTF2B GTF2E1 GTF2F2 GTF2H2 GTF2H3 GTF2H4 GTF3A GTSE1 GYPE H1-4 H2AC17 H2AZ1 H2AZ2 H3C11 H3P37 H4C13 H4C2 HAT1 HCLS1 HCP5 HDAC1 HDAC6 HEXA HEXIM2-AS1 HIPK3 HIRA HK2 HLA-DOA HLA-DPA1 HLA-DRA HMGB1P8 HMGB2 HMGN1 HMGN2 HMGN3 HMGN4 HMMR HNF1A HNF1B HNF4G HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPF HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HOXC11 HOXD10 HPS1 HSPA4 HSPA8 HSPA9 HTR1E HTR2A HTR3A HTR4 HTR7 HTRA2 ICAM3 ICE1 ICOS ICOSLG IDH3B IDO1 IDS IFFO1 IFI16 IFI44 IFIT3 IFNAR2 IFNG IFNW1 IFT20 IFT25 IGBP1 IGHV5-78 IGKC IGLL1 IK IKBKB IKBKE IKBKG IKZF1 IL10RA IL10RB IL13RA1 IL15 IL16 IL24 IL27RA IL2RG IL4 IL5RA IL7 ILF2 ILF3 IMMT INE1 ING3 INHBA INPP4A INPP5D INPP5E INSIG2 INTS1 INTS10 IPO9 IRAG2 IRAK1 IRF2 IRF4 IRF5 IRF8 ISG20L2 ITFG2 ITGA2B ITGA4 ITGAD ITGB1BP1 ITGB7 ITGBL1 ITK ITPK1 ITPKC JAK2 JARID2 KATNA1 KCNA1 KCNA5 KCNA6 KCNB1 KCNE1 KCNH1 KCNMA1 KCTD20 KCTD7 KDM3A KDM3B KDM4A KHDC4 KHDRBS1 KHDRBS2 KHNYN KIAA0930 KIF20B KIF21B KIF25-AS1 KIFC1 KLF12 KLHL18 KLHL23 KLRA1P KLRC4 KNTC1 KPNA6 KRT2 KRT20 KRT31 KRT32 KRT83 KXD1 KYAT3 KYNU LAIR1 LAIR2 LAMB4 LAMC2 LAPTM5 LARP4B LARP7 LBR LCP1 LDHA LDHB LIAS LIF LILRA1 LILRA3 LILRB4 LINC00342 LINC00588 LINC00667 LINC01558 LINC02172 LINC03000 LMNB1 LPAR2 LPAR4 LPGAT1 LPXN LRIT1 LRRFIP1 LSM1 LSM14A LSM6 LSS LTA LTA4H LY75 LY86 LY9 LYN LYPLA1 M6PR MACROH2A1 MAD2L1 MAGEA9 MAGOH MAK16 MAN1A2 MAP3K1 MAP4K1 MAPK8 MAPT MARCHF3 MARCHF7 MASP2 MAT2A MATR3 MAX MBD2 MBD4 MBNL1 MC2R MC5R MCC MCM2 MCM4 MCM5 MCM6 MDFI MDM1 MDM2 ME2 MED1 MED20 MED6 METAP1 METAP2 MFAP3 MFN1 MICB MKI67 MLANA MMP20 MOB1A MPHOSPH9 MR1 MRE11 MRPL3 MRPL33 MRPS14 MRPS31 MS4A1 MS4A2 MSH2 MSH5 MSH6 MSL3 MTA1 MTCP1 MTDH MTERF1 MTF1 MTF2 MTHFD2 MTMR1 MVK MX2 MYBL2 MYBPC2 MYBPH MYC MYCBP MYF6 MYH15 MYH3 MYL1 MYO1A N4BP2L1 NACA NAE1 NAP1L1 NASP NAT1 NBEAL2 NBN NBR1 NBR2 NCAPD2 NCBP1 NCBP2 NCF4 NCK1 NCKAP1L NCL NCOA6 NDC80 NECTIN1 NEK7 NEK9 NEMP1 NFATC1 NFATC2IP NFATC3 NFIA NFKB1 NFX1 NFYB NGDN NHP2 NKRF NKTR NLRP3 NMB NMI NOLC1 NONO NOP14 NOP16 NOP2 NOP56 NOS2 NPAS1 NPAT NPHP1 NPHP4 NPIPB15 NPM1 NPM3 NPRL2 NR2C1 NR2C2 NR3C1 NRAS NRP2 NSA2 NSD2 NSL1 NSMAF NT5C2 NUDT1 NUFIP1 NUP153 NUP210 NUP214 NUP50 NUP62 NUTF2 NXPH2 OARD1 OAS1 OAS2 OBSCN ODC1 OFD1 OGG1 OGT OIP5 OLFML2B ONECUT1 OPCML OPRL1 OR2F1 OR2H1 ORC5 OSBPL3 OSTF1 OXA1L OXSR1 P2RX7 P2RY10 PABPC1 PABPN1 PAFAH1B3 PAICS PAK2 PAPOLA PARN PARP1 PARP2 PARP3 PART1 PAX2 PAX3 PAX4 PAXIP1 PCBP1 PCDHA12 PCDHB17P PCF11 PCGF1 PCLAF PCNA PCYT1A PDAP1 PDCD10 PDE6D PDK1 PDS5A PDS5B PDX1 PELP1 PEX13 PFAS PFDN6 PFKFB2 PFKFB3 PFKFB4 PGAP2 PGK1 PHACTR1 PHF3 PHIP PHOX2B PHTF2 PIAS2 PIBF1 PIGB PIGC PIK3CD PIK3CG PIM2 PITPNA PITPNB PKD2 PKM PKN1 PLAGL2 PLCB4 PLCG1 PLCG2 PLCL2 PLEK PLIN3 PLK4 PLXDC1 PMM2 PMS2P2 PMS2P3 PMS2P4 PNMT PNN PNO1 POLA1 POLD4 POLE POLE3 POLG POLR2B POLR3C POLR3D POLR3F POLR3G POM121 POM121L14P POP4 POP5 POT1 POU1F1 POU2AF1 POU2F2 POU4F1 POU5F1 POU6F1 PPIA PPIG PPIL6 PPIP5K2 PPM1A PPM1D PPP1CC PPP1R2 PPP2R1B PPP2R5C PPP2R5E PPP3CC PPP6R1 PPWD1 PRDM2 PRDX3 PRKCD PRKDC PRKY PRMT2 PRMT3 PROP1 PRPF18 PRPF19 PRPF31 PRPF4 PRPF40A PRPF4B PRPS1 PRPSAP2 PRRC2C PSD4 PSIP1 PSMA4 PSMA5 PSMB8 PSMC3IP PSMD3 PSMD9 PSME1 PSME2 PTEN PTMA PTOV1-AS2 PTP4A2 PTPN1 PTPN18 PTPN2 PTPN6 PTPN7 PTPRC PTTG2 PVT1 PWP2 RAB30 RAB3GAP2 RABEP1 RAC2 RAD21 RAD51AP1 RAD51C RAD51D RAD54L RAD9A RAF1 RALBP1 RALGAPB RAN RANBP1 RANBP9 RAP1A RAP1B RASA3 RASGRP1 RASGRP2 RASSF1 RASSF2 RASSF8 RB1 RB1CC1 RBBP4 RBBP6 RBBP7 RBBP8 RBM3 RBM6 RBM8A RBMS2 RBMX RCC1 RCN2 RCOR1 RECK RECQL REL RFC1 RFC3 RFC4 RFTN1 RFX5 RGS10 RGS13 RGS19 RGS6 RHOH RIF1 RIMS1 RIOK3 RIPOR2 RMND5A RNASEH1 RNASEH2B RNF114 RNF126 RNF139 RNF44 RNGTT ROBO1 ROCK1 RPA1 RPA2 RPA3 RPIA RPL10A RPL11 RPL13A RPL14 RPL17 RPL19 RPL21 RPL22 RPL23 RPL23A RPL27 RPL30 RPL31 RPL34 RPL36A RPL36AL RPL37 RPL4 RPL5 RPL6 RPL7 RPLP2 RPS12 RPS15A RPS19 RPS20 RPS23 RPS24 RPS25 RPS27 RPS27A RPS3A RPS4X RPS6 RPS6KB1 RPS7 RREB1 RRM1 RRP1B RRP7A RRP8 RRS1 RSAD2 RSC1A1 RSL1D1 RSRP1 RSU1 RUNX1 RUVBL1 RWDD3 S100A2 SAFB SAP25 SAP30 SASH3 SCAF11 SCAMP5 SCFD1 SCN2B SCNN1B SCYL3 SEC23IP SELENOF SEMA3D SEMA4F SENP5 SERBP1 SERTAD2 SET SETD1A SF1 SF3B1 SF3B4 SFI1 SFPQ SFT2D2 SGPL1 SH2D1A SHH SHMT2 SIKE1 SIM2 SIRPB1 SIT1 SIX6 SKAP1-AS2 SLBP SLC12A4 SLC14A2 SLC15A1 SLC16A5 SLC16A6 SLC19A1 SLC1A4 SLC24A1 SLC25A14 SLC25A16 SLC25A46 SLC2A1 SLC6A6 SLC7A1 SLC7A11 SLC7A6 SMAD2 SMARCA5 SMARCB1 SMARCD1 SMARCD2 SMC1A SMC2 SMC3 SMC4 SMC5 SMCHD1 SMG7 SMN1 SMNDC1 SNAP23 SNORA11F SNRNP27 SNRPA SNRPA1 SNRPB SNRPB2 SNRPE SNRPF SNW1 SNX15 SNX2 SNX4 SP100 SP110 SP140 SP2 SP3 SPAG11B SPAST SPI1 SPTLC2 SREK1IP1 SRP72 SRRM1 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF6 SRSF8 SRSF9 SSB SSBP1 SSBP2 ST20 ST3GAL2 STAG2 STAT1 STAT5A STK10 STK17B STK38 STK4 STMN1 STRN STX10 STX16 STX2 STXBP3 SUMO1 SUPV3L1 SUZ12 SYK SYNCRIP TAB1 TACR3 TAF1 TAF11 TAF2 TAF4B TAF5 TAF5L TANK TAOK3 TAP1 TARBP1 TBC1D5 TBCA TBCC TBP TBX5 TBX6 TCEA1 TCERG1 TCF20 TCF3 TCL1A TCOF1 TDG TEC TECPR2 TELO2 TFAM TFAP4 TFCP2 TFDP1 TFDP2 TFEC TFF2 TGDS TGFB1 TGFBR1 TGIF2 TGM5 TGOLN2 THAP12 THAP9-AS1 THOC2 THRA TIAL1 TIAM1 TIMELESS TKT TLL1 TLR6 TM9SF4 TMEM123 TMEM131L TMEM243 TMEM262 TMPO TMSB4Y TMX1 TNF TNFAIP8 TNFRSF10D TNFRSF17 TNK1 TNKS TOE1 TOMM40 TOP1 TOP2A TOP2B TOPBP1 TP53 TP53I11 TPP2 TRA2A TRA2B TRAF3IP3 TRAV9-2 TREX2 TRIM22 TRIM31 TRIM32 TSFM TSNAX TSPY2 TTBK2 TTC39A TTF2 TTTY1 TTTY2 TULP3 TXK TXNL4A U2AF1 UBA2 UBA3 UBAP2L UBE2C UBE2D3 UBE2E1 UBE2G1 UBE2J1 UBE2S UBFD1 UBN1 UBR2 UBXN7 UCP2 UGT2A1 UNG UPF2 UPK1A URB1 URB2 USP1 USP10 USP19 USP34 USP4 UTP18 UTP3 UVRAG VAMP1 VAV1 VHL VPS4B VRK1 WAS WASHC5 WDR43 WIZ WNT11 WTAP XPC XPNPEP1 XPO1 XRCC2 YAF2 YBX1 YIPF4 YME1L1 YTHDC1 YWHAB YY1 ZBTB24 ZBTB33 ZBTB6 ZC3H4 ZC3HAV1 ZCCHC14 ZFYVE26 ZHX2 ZKSCAN4 ZNF101 ZNF117 ZNF131 ZNF134 ZNF141 ZNF157 ZNF160 ZNF169 ZNF22 ZNF24 ZNF253 ZNF266 ZNF267 ZNF273 ZNF318 ZNF330 ZNF337 ZNF33B ZNF345 ZNF354A ZNF37A ZNF43 ZNF510 ZNF516 ZNF780A ZNF8 ZNF804A ZNF862 ZNHIT3 ZWINT ZZZ3 PUJANA_BRCA1_PCC_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BRCA1_PCC_NETWORK AATF ABCB7 ABCC1 ABCE1 ABCF2 ABCG2 ABI1 ABO ABRAXAS2 ACADM ACAT2 ACKR2 ACLY ACOT13 ACTL6A ACTR2 ACTR3 ACVR2B ACYP1 ADA ADAM10 ADAM17 ADAM19 ADAM20 ADAM22 ADK ADNP ADNP2 ADSL ADSS2 AFF2 AFG3L2 AGPS AHCY AHSA1 AIFM1 AIM2 AIMP1 AIMP2 AK2 ALDH5A1 ALG8 ALKBH1 ALOX12 ALX3 ANAPC10 ANAPC5 ANKLE2 ANKRD26 ANP32A ANP32B ANP32E ANXA13 AOC2 AP1G1 AP1G2 AP3B1 AP3S1 APEX1 API5 APOBEC1 ARC ARCN1 ARFGEF2 ARHGAP11A ARHGAP19 ARHGDIB ARHGEF1 ARIH2 ARNT ARPC2 ARPC3 ARPC4 ASF1A ASH2L ASNS ASTN2 ATAD2B ATF2 ATF4 ATG12 ATIC ATM ATP11B ATP13A3 ATP1B3 ATP5F1A ATP5MF ATP5MJ ATP5PB ATP5PF ATP5PO ATP6V0A2 ATP6V1H ATR ATXN10 ATXN2L ATXN3 AURKA AURKB AURKC AZIN1 B3GALT5 B3GNTL1 B4GALNT1 BAG1 BARD1 BAX BAZ1A BAZ1B BCAS2 BCAT1 BCL2L11 BCL7A BCL7B BET1 BFSP1 BFSP2 BLK BLM BLMH BLNK BMP7 BMS1 BNIP1 BNIP2 BOLA2 BOP1 BORCS8-MEF2B BPI BRAF BRAP BRCA1 BRCA2 BTAF1 BTF3 BTF3P11 BTK BUB1 BUB1B BUB3 BUD31 BYSL BZW1 C1D C1QBP C6orf62 CA7 CACNA1E CAD CADM3-AS1 CALR CAPRIN1 CAPZA1 CARM1 CASP2 CASP3 CASP7 CAST CBFA2T3 CBFB CBX3 CBX5 CCL23 CCL3 CCNA2 CCNB1 CCNB2 CCNC CCND3 CCNE1 CCNE2 CCNF CCNG1 CCNH CCNT2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT7 CCT8 CD180 CD19 CD1A CD1C CD22 CD27 CD2AP CD37 CD38 CD40 CD47 CD79A CD79B CD96 CDC123 CDC14A CDC16 CDC20 CDC23 CDC25A CDC25C CDC27 CDC45 CDC6 CDC7 CDH8 CDK1 CDK11B CDK13 CDK2 CDK4 CDK5R2 CDK7 CDKN2C CDKN3 CDT1 CDV3 CDX2 CEBPG CEBPZ CENPA CENPC CENPE CENPF CENPI CENPS CEP135 CEP162 CEP43 CEP57 CEP68 CETN3 CHAF1A CHAF1B CHD4 CHEK1 CHEK2 CHERP CHRND CHST7 CHUK CIAPIN1 CIITA CKAP5 CKS1B CKS2 CLASRP CLINT1 CLNS1A CLP1 CLPX CNBP CNIH1 CNOT1 CNOT3 CNOT8 CNOT9 CNTRL COA1 COASY COL10A1 COL19A1 COL21A1 COMP COPB1 COPS3 COPS5 CORO1A COX11 COX17 COX5A COX6C COX7A2L COX7B CPSF4 CPT1A CRCP CREBZF CREG1 CRHR1 CRLF3 CSE1L CSF3 CSNK1G2 CSNK2A1 CSNK2A2 CSTF3 CTAG2 CTCF CTPS1 CTR9 CUL1 CUL2 CUL4A CUL9 CXCR4 CYB5B CYCS CYP1A1 CYP2C18 CYP51A1 DAP3 DARS1 DAXX DBF4 DBI DCAF7 DCK DCP2 DDB2 DDX10 DDX11 DDX18 DDX19A DDX19B DDX21 DDX27 DDX39A DDX39B DDX46 DDX49 DDX52 DEK DESI2 DGKE DGUOK DHFR DHX15 DHX16 DHX9 DIAPH1 DIDO1 DIMT1 DKC1 DLAT DLD DLEU1 DLEU2 DLGAP5 DLST DMAC2L DNA2 DNAJC2 DNAJC24 DNAJC7 DNAJC9 DNASE1L1 DNMT1 DNTTIP2 DOCK2 DOLPP1 DPH2 DPM1 DR1 DTYMK DUSP11 DUT E2F1 E2F3 E2F4 E2F5 EBNA1BP2 ECD ECE2 EDEM1 EDRF1 EED EEF1A1 EEF1B2 EEF1E1 EEF1G EEF2 EFCAB11 EFNA3 EFNB1 EIF1AX EIF1AY EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3B EIF3D EIF3E EIF3F EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4A3 EIF4B EIF4E2 EIF4H EIF5 EIF5AL1 EIF5B ELAC2 ELAVL1 ELF1 ELOC ELOVL5 ENO1 ENOX2 ENSA ENSG00000289047 EP400 EPB41 EPHA5 EPM2A EPRS1 ERAL1 ERC2-IT1 ERCC3 ERCC6 ERH ERI2 ERICH1 ERP29 ESPL1 ESR2 ETF1 ETFA EWSR1 EXO1 EXOG EXOSC10 EXOSC7 EXOSC8 EYA4 EZH2 FABP5 FADS1 FAM120A FAM216A FAM76A FANCC FANCI FARSA FAS FBL FBLN1 FBXW4P1 FCHO1 FDFT1 FDPS FEN1 FGF18 FGF6 FGF8 FH FLT1 FNBP4 FOXK2 FOXM1 FRG1 FTSJ1 FUBP1 FUS FUT4 FXN G3BP1 GALNS GALNT1 GALNT2 GAPDH GAPDHS GARS1 GART GCFC2 GCSH GDI2 GEMIN2 GEMIN4 GFI1 GFOD3P GGCT GGH GINS1 GIP GIT2 GJB5 GLE1 GLIPR1 GLMN GLRA3 GMPS GNA13 GNAT1 GNB3 GNL2 GNPAT GOSR1 GP1BA GPD2 GPLD1 GPN1 GPR15 GPR18 GPR3 GPR37L1 GRAMD4 GRB2 GRIK1 GRIP2 GRK6 GRM1 GRP GSPT1 GSR GSS GSTT4 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF3A GTF3C2 GTPBP1 GTSE1 GYPE H2AX H2AZ1 H2AZ2 H3C11 H3P37 H4C13 H4C3 HAT1 HAUS3 HCCS HCRT HDAC1 HDAC2 HDAC3 HDDC2 HDGF HEXA HINT1 HIRA HK2 HLA-DOA HLTF HMGA1 HMGB1P8 HMGB2 HMGB3 HMGCR HMGN1 HMGN2 HMGN3 HMGN4 HMGXB4 HMMR HNF1A HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HNRNPUL1 HOXD10 HPRT1 HPS1 HRK HS2ST1 HSF2 HSP90AA1 HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 HTR2A HTR3A HTR7 HTRA2 IARS1 IARS2 ICE1 IDH3B IDI1 IDO1 IFFO1 IFI16 IFNA2 IFNAR1 IFNAR2 IFRD2 IFT20 IFT25 IGBP1 IGF1R IGF2BP3 IGHM IGHV5-51 IGHV5-78 IGLL1 IKBKE IKZF1 IL12RB1 IL2RG IL4 ILF2 ILF3 IMMT IMP4 IMPA1 IMPDH2 INE1 ING3 INHBA INPP5E INSIG1 INTS10 INTS9 INVS IPO5 IPO7 IQCB1 IRAG2 IRAK1 IRF2 IRF4 IRF5 IRF8 ISG20L2 ITFG2 ITGA2B ITGA4 ITGB3BP ITPK1 ITPKC JARID2 JCHAIN JRK KARS1 KATNA1 KATNB1 KCNA1 KCNA6 KCNB1 KCNN3 KCTD20 KHDC4 KHDRBS1 KHDRBS2 KHSRP KIAA0930 KIF11 KIF14 KIF20B KIF21B KIF23 KIF2A KIF2C KIFC1 KLHL18 KLRC4 KMT2C KNTC1 KPNA2 KPNA6 KPNB1 KRAS KRT2 KRT20 KRT31 KRT32 KRT9 KXD1 KYAT1 KYAT3 KYNU LAIR2 LAMC2 LAMTOR5 LARP4 LARP4B LARP7 LARS2 LBR LCP1 LDHA LDHB LIAS LIG1 LIG3 LIN7A LINC00588 LINC01558 LINC02172 LMNB1 LMNB2 LPAR4 LPXN LRRC42 LSM1 LSM14A LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LTA LTK LY86 LYPLA1 M6PR MACROH2A1 MAD2L1 MAGEA1 MAGEA4 MAGEA9 MAGOH MAK16 MAN1A2 MAP3K4 MAP4K1 MAPK11 MAPK8 MAPKAPK5 MAPRE1 MARS1 MASP2 MAT2A MATR3 MAX MAZ MBD2 MBD4 MBNL1 MC2R MCCC2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM1 MDM2 MDM4 MDN1 ME2 MEA1 MED1 MED20 MED21 MED24 MED6 MELK MEN1 METAP1 METAP2 METTL13 MFAP1 MFAP3 MFN1 MFNG MGAT2 MICB MIEF1 MIF MKI67 MLANA MLLT10 MLN MMP20 MMS19 MNAT1 MOB1A MPHOSPH10 MPHOSPH6 MPHOSPH9 MR1 MRE11 MRPL12 MRPL19 MRPL23 MRPL3 MRPL33 MRPL58 MRPS18B MRPS27 MRPS31 MS4A1 MS4A2 MSH2 MSH5 MSH6 MSL3 MTA1 MTAP MTDH MTERF1 MTF2 MTHFD2 MTIF2 MTNR1B MTOR MTR MTREX MTX2 MVK MYB MYBL2 MYC MYCBP MYL1 MYO1A MYOD1 NAA10 NACA NAE1 NAP1L1 NAP1L4 NASP NAT1 NBN NBR2 NCAPD2 NCAPH NCBP1 NCBP2 NCK1 NCKAP1L NCL NDC80 NDUFB3 NDUFS1 NDUFS6 NDUFV2 NECTIN1 NEK2 NELFA NEMP1 NFATC2IP NFATC3 NFX1 NFYB NGDN NHP2 NKRF NME1 NME2 NMT1 NNT NOC2L NOLC1 NONO NOP14 NOP16 NOP2 NOP56 NOS2 NOX1 NPAS1 NPHP1 NPIPB15 NPM1 NPM3 NR1I2 NR2C1 NRAS NRL NSA2 NSD2 NSL1 NSMAF NSUN5P1 NUDT1 NUDT21 NUFIP1 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP42 NUP50 NUP62 NUP88 NUP93 NUS1P3 NUTF2 NXPH2 NXT2 OARD1 OAS2 ODC1 OGG1 OIP5 OPRL1 OR2F1 OR7E12P ORAI2 ORC1 ORC2 ORC3 ORC5 OSBPL3 OXA1L OXSR1 P2RX3 P2RY10 P2RY11 P4HA1 PA2G4 PABPC1 PABPC4 PABPN1 PAFAH1B2 PAFAH1B3 PAICS PAK2 PARG PARN PARP1 PARP2 PARP3 PART1 PAX2 PAX3 PAX4 PAX5 PAXIP1 PCBP1 PCCB PCDHA12 PCDHB17P PCGF1 PCLAF PCMT1 PCNA PCYT1A PDAP1 PDCD10 PDCD2 PDE12 PDE1C PDE6A PDHA1 PDHB PDK1 PDS5A PDS5B PELP1 PES1 PEX5 PFAS PFDN4 PFDN6 PFKFB2 PFKFB3 PGAP2 PGK1 PHB2 PHF20 PHOX2B PHTF2 PIAS2 PIBF1 PIGB PIGC PIGF PIK3CB PIK3CD PIK3CG PIM2 PITPNB PKMYT1 PKN1 PLAGL2 PLCB4 PLCG1 PLCG2 PLEK PLIN3 PLK1 PLK4 PLXDC1 PMAIP1 PMM2 PMPCA PMPCB PMS1 PMS2P2 PMS2P3 PMS2P4 PNMT PNN PNO1 POLA1 POLA2 POLB POLD2 POLD3 POLE POLE2 POLE3 POLG POLR1C POLR2B POLR2D POLR2G POLR2H POLR2J POLR3C POLR3D POLR3F POLR3G POM121 POP4 POP5 POT1 POU2AF1 POU4F1 POU5F1 POU6F1 PPEF2 PPIA PPIG PPIH PPIL2 PPIL6 PPM1A PPM1D PPM1G PPP1CC PPP1R2 PPP1R8 PPP2R1B PPP2R5C PPP2R5E PPP3CC PPP6C PPP6R1 PRDX1 PRDX3 PRIM1 PRKDC PRKRA PRMT1 PRMT3 PROP1 PRPF19 PRPF31 PRPF4 PRPF40A PRPF4B PRPS1 PRPS2 PRPSAP2 PRRC2C PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMB1 PSMB2 PSMB4 PSMB7 PSMB8 PSMC2 PSMC3IP PSMC4 PSMC6 PSMD10 PSMD14 PSMD3 PSMD7 PSMD9 PSME2 PSME4 PSMG1 PTBP1 PTBP3 PTDSS1 PTEN PTGES3 PTMA PTOV1-AS2 PTP4A2 PTPN1 PTPN2 PTPN22 PTPN7 PTTG1 PTTG2 PUDP PUM3 PVR PVT1 PWP1 PWP2 PYCR1 R3HCC1L R3HDM1 RAB28 RAB30 RAB3GAP2 RABEP1 RABGAP1L RABGGTB RAC2 RAD1 RAD17 RAD21 RAD51 RAD51AP1 RAD51C RAD54L RAE1 RALGAPB RALY RAN RANBP1 RANBP9 RAP1B RARS1 RASA3 RASSF1 RASSF8 RB1 RB1CC1 RBBP4 RBBP5 RBBP6 RBBP7 RBBP8 RBCK1 RBL1 RBM3 RBM34 RBM42 RBMX RCC1 RCN2 RCOR1 RECK RECQL RECQL4 REL RELB RFC2 RFC3 RFC4 RFC5 RFTN1 RFX4 RFX5 RGS10 RGS13 RGS19 RGS6 RHOH RIBC2 RIF1 RIMS1 RMND5A RNASEH1 RNASEH2A RNASEH2B RNF114 RNF126 RNF2 RNF6 RNFT2 RNGTT RNPS1 RPA1 RPA2 RPA3 RPIA RPL10A RPL11 RPL12 RPL13A RPL14 RPL15 RPL17 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL27 RPL27A RPL30 RPL31 RPL35 RPL36A RPL36AL RPL37 RPL4 RPL5 RPL6 RPL7 RPL9P7 RPLP0 RPLP2 RPP40 RPS15A RPS17 RPS19 RPS20 RPS23 RPS24 RPS25 RPS27A RPS3A RPS5 RPS6 RPS6KB1 RPS6KB2 RPS7 RREB1 RRM1 RRM2 RRP1B RRP7A RRP9 RRS1 RSAD2 RSC1A1 RSL1D1 RTCA RUNX1 RUVBL1 RUVBL2 RWDD3 RXYLT1 SAC3D1 SAFB SAP30 SART3 SCFD1 SDHB SEC23IP SEC61B SEC61G SEL1L3 SELENOF SEM1 SEMA3D SENP3 SEPTIN6 SERBP1 SET SF1 SF3A3 SF3B1 SF3B4 SFI1 SFPQ SFT2D2 SH2B2 SH2D1A SHH SHMT2 SIGLEC7 SIKE1 SIM1 SIM2 SIT1 SLBP SLC10A2 SLC14A2 SLC15A1 SLC16A1 SLC16A5 SLC16A6 SLC19A1 SLC1A4 SLC1A5 SLC20A1 SLC25A46 SLC25A5 SLC6A6 SLC6A7 SLC7A1 SLC7A5 SLC7A6 SMAD2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCD1 SMARCD2 SMC1A SMC2 SMC3 SMC4 SMC5 SMG7 SMN1 SMNDC1 SMPD4 SNAPC1 SNAPC5 SNORA11F SNRNP200 SNRNP40 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNW1 SNX15 SNX4 SP100 SP2 SPAG11B SPAG5 SPATA31A7 SPC25 SPIB SPTB SQLE SREK1 SREK1IP1 SRM SRP19 SRP72 SRP9 SRPK1 SRRM1 SRRT SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF8 SRSF9 SSB SSBP1 SSBP2 SSR1 SSRP1 ST20 ST3GAL2 ST6GALNAC4 STAG2 STARD7 STAT5A STIL STK17B STK24 STMN1 STOML2 STRN STX2 SUB1 SUCLG2 SUMO1 SUMO2 SUPV3L1 SUZ12 SWAP70 SYK SYNCRIP TACR3 TAF11 TAF12 TAF2 TAF4 TAF4B TAF5 TAF5L TAF6 TAF9 TAOK2 TARBP1 TARDBP TARS1 TATDN2 TBC1D1 TBC1D31 TBCA TBCE TBL3 TBP TBPL1 TBX1 TBX5 TBX6 TCEA1 TCERG1 TCF20 TCF3 TCL1A TCOF1 TCP1 TDG TEC TELO2 TEX30 TFAM TFAP4 TFDP1 TFDP2 TFRC TGDS TGFB1 TGIF2 TGM5 THAP12 THAP9-AS1 THOC2 THOP1 TIAL1 TIMELESS TIMM17A TIMM44 TIMM8A TIPRL TK1 TKT TLK2 TM9SF4 TMED5 TMEM106C TMEM123 TMEM131L TMEM183A TMEM243 TMPO TMSB4Y TMX1 TNF TNFAIP8 TNFRSF17 TNK1 TNPO3 TOE1 TOMM34 TOMM40 TOP1 TOP2A TOP2B TOP3B TOPBP1 TOR1A TP53 TPP2 TPR TPX2 TRA2A TRA2B TRAF4 TRAP1 TRAPPC2B TRAPPC6A TRAV9-2 TREX2 TRIAP1 TRIM14 TRIM24 TRIM27 TRIM28 TRIM31 TRIP13 TROAP TSFM TSNAX TSR1 TTC39A TTF2 TTI1 TTK TTTY2 TUBA1B TUBGCP3 TXN TXNL1 TXNL4A TYMS U2AF1 U2AF2 UBA2 UBAP2L UBE2C UBE2D2 UBE2D3 UBE2E1 UBE2G1 UBE2I UBE2J1 UBE2K UBE2L3 UBE2M UBE2N UBE2S UBE3C UBFD1 UBR5 UBTF UCHL3 UCK2 UCP2 UFD1 UNG UPF2 UQCRC2 UQCRH URB2 USP1 USP10 USP13 USP19 USP34 UTP18 UTP20 UTP3 UVRAG VAMP1 VAMP7 VARS1 VAV1 VBP1 VDAC1 VDAC2 VENTX VHL VRK1 WAPL WARS1 WAS WASHC5 WDHD1 WDR43 WDR77 WEE1 WFDC8 WNT11 WRN WTAP XCL1 XPC XPNPEP1 XPO1 XPOT XRCC2 XRCC3 XRCC5 XRCC6 YAF2 YARS1 YBX1 YBX1P5 YIPF4 YME1L1 YWHAB YWHAE YY1 ZBED4 ZBTB24 ZBTB33 ZC3H15 ZC3H4 ZC3HAV1 ZCCHC14 ZKSCAN4 ZMPSTE24 ZNF101 ZNF131 ZNF134 ZNF157 ZNF184 ZNF195 ZNF202 ZNF207 ZNF22 ZNF24 ZNF250 ZNF266 ZNF273 ZNF318 ZNF330 ZNF337 ZNF345 ZNF37A ZNF43 ZNF8 ZNF804A ZNHIT3 ZPR1 ZWINT ZZZ3 PUJANA_BRCA2_PCC_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BRCA2_PCC_NETWORK AATF ABCB7 ABCC1 ACAT2 ACYP1 ADA ADK AGPS ALDH1A2 ANP32E ARHGAP19 ARHGDIB ARHGEF7 ASF1A ASXL1 ATAD2B ATN1 ATP11B ATR AURKA AURKB BARD1 BAX BCAS2 BLM BLMH BRCA1 BRCA2 BTAF1 BUB1 BUB1B BUB3 CAD CAMK2B CASP2 CASP6 CBX1 CBX3 CCNA2 CCNB1 CCNB2 CCND3 CCNE2 CCNF CCR9 CD1A CD1B CD1C CD1E CD2AP CD3D CD3E CD47 CDC20 CDC23 CDC25B CDC25C CDC27 CDC45 CDC6 CDC7 CDK1 CDKN2C CDKN3 CDT1 CENPA CENPC CENPE CENPF CENPX CEP290 CEP57 CHAF1A CHEK1 CHEK2 CHI3L2 CHRNA5 CKAP5 CKS2 CLGN CLINT1 CNOT3 CNOT9 CNTRL COPS3 COX11 CPSF1 CPSF4 CPSF6 CSNK2A1 CSTF1 CTBP1 CTCF CTPS1 CXCR4 CYB5B DBF4 DCBLD2 DCP2 DDB2 DDX11 DDX23 DDX39A DDX39B DDX46 DEK DESI2 DHFR DHX15 DLEU2 DLGAP5 DNA2 DNAJC5 DNAJC9 DNMT1 DNTT DPY19L2 DTYMK DUT E2F1 EIF3H ELOVL5 ENSG00000291006 EPHB6 ESPL1 EXOSC2 EXOSC8 EXOSC9 EZH2 FADS1 FANCA FANCG FANCI FASTKD2 FAT1 FDFT1 FEN1 FNBP4 FOXK2 FOXM1 FRG1 FUBP1 FZD2 GATA3 GFRA1 GINS1 GLMN GLRA2 GMPS GNA15 GNPAT GRAP2 GTF2H2 GTSE1 H2AX H2AZ2 HCFC1 HDAC3 HDAC4 HIRIP3 HLTF HMGB2 HMGCS1 HMGN1 HMGN4 HMGXB4 HMMR HNRNPUL1 HPRT1 HSF2 IDH3B IL10 IL15 ILF3 INSIG1 ITGA4 ITGB3BP ITM2A KATNA1 KCTD20 KDM1A KIAA0930 KIF11 KIF14 KIF20B KIF22 KIF23 KIF2C KIFC1 KIN KNTC1 LARP7 LAT LBR LCK LCOR LCT LEF1 LIG1 LIG3 LIG4 LINC00869 LMNB1 LSM4 MACROH2A1 MAD2L1 MAP2K6 MAPRE1 MAT2A MAZ MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 MED20 MELK METAP1 MFHAS1 MKI67 MLH1 MPHOSPH6 MPHOSPH9 MRE11 MRPL9 MSH2 MTF2 MUTYH MYB MYBL1 MYBL2 NAE1 NASP NCAPD2 NCAPH NCK1 NDC80 NELFA NEMP1 NFATC2IP NFATC3 NFYA NFYB NINL NR2C1 NSD2 NUDT21 NUP205 NUP93 OGT ORC2 PAICS PAK2 PAQR3 PAXIP1 PCCB PCLAF PCNA PEX1 PFDN4 PHF20 PIKFYVE PLK4 PMS2P2 PNN POLA1 POLD1 POLD2 POLD3 POLE POLE2 POLR2B POLR2G POMK PPP1CC PPP2R5C PRIM1 PRKCA PRKCQ PRKDC PRPF4 PRPF4B PRPS1 PRR3 PSIP1 PTDSS1 PTPN22 PTTG1 RAD1 RAD21 RAD51AP1 RAD51C RAD54L RAE1 RAG1 RAG2 RALY RB1 RBBP4 RBBP5 RBBP8 RBCK1 RCBTB2 RCE1 RECQL RFC3 RFC4 RFC5 RFXAP RHOH RIF1 RNASEH2A RNASEH2B RNF4 RPA1 RPIA RPP30 RRM1 RRM2 RTCA RUNX1 SAC3D1 SEPHS1 SEPTIN6 SH2D1A SIVA1 SKP2 SLC25A46 SLC7A1 SMARCA4 SMC1A SMC2 SMC3 SMC4 SMC5 SMPD4 SNRNP200 SNRPA SNRPA1 SNRPB SPAG5 SPC25 SRP9 SRPK1 SRSF10 SRSF11 SRSF3 SSBP2 SSRP1 STAG2 STAT5A STAU2 STIL STMN1 SUZ12 SYCP2 TAF11 TAF1C TAF4 TBC1D31 TBCA TBCD TCERG1 TCF3 TCF7 TCP1 TFDP1 TFDP2 THAP9-AS1 TIAL1 TIMELESS TLK2 TMEM106C TMEM131L TMEM186 TMPO TMSB15A TOP1 TOP2A TOPBP1 TOX TPX2 TRAPPC6A TRAT1 TRBC2 TRIM24 TRIM28 TROAP TRRAP TTF1 TTF2 TTI1 TTK TUBGCP3 TYMS UBE2C UBE2I UBE2S UBR5 UNG USP1 VAV1 VPS13A WDHD1 WDR77 WRN XPO1 XRCC3 XRCC5 YTHDC2 ZAP70 ZBTB39 ZNF101 ZNF131 ZNF184 ZNF253 ZNF273 ZNF330 ZNF354A ZNF43 ZNF84 ZNF85 ZNHIT3 ZWINT PUJANA_BRCA_CENTERED_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BRCA_CENTERED_NETWORK AATF ABCB7 ASF1A ATM AURKA BLM BRCA1 BRCA2 BUB3 CAD CCNA2 CDC20 CDC7 CDK1 CHAF1A CHEK2 CNOT3 CNOT9 COPS3 CPSF4 CSNK2A1 DCP2 DDX39A DDX39B DDX46 DEK DHFR DNA2 DNMT1 DUT EIF3H ESPL1 EZH2 FANCI GINS1 H2AZ2 HMGB2 HMMR IDH3B KATNA1 KIFC1 LBR LMNB1 MAD2L1 MAT2A MCM2 MCM4 MCM5 MCM6 MED20 METAP1 MRE11 MSH2 MYBL2 NAE1 NASP NCAPD2 NCK1 NDC80 NEMP1 NFYB PAICS PCNA POLA1 POLE POLR2B PPP1CC PPP2R5C PRKDC PRPF4 PRPS1 PSIP1 RAD1 RAD21 RAD51AP1 RAD51C RAD54L RB1 RBBP4 RBBP8 RECQL RFC3 RFC4 RNASEH2B RPA1 RPIA RRM1 SEC31A SKP2 SLC7A1 SMC1A SMC2 SMC3 SMC4 SNRPA SNRPA1 SNRPB SRSF11 SSBP2 STAT5A SUZ12 TAF11 TBCA TCERG1 TCF3 TFDP1 TFDP2 TIMELESS TMPO TOP1 TOP2A TOPBP1 TTF2 UBE2C UNG XPO1 ZNF330 ZNHIT3 PUJANA_BREAST_CANCER_LIT_INT_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BREAST_CANCER_LIT_INT_NETWORK ABL1 ACACA AKT1 AR ATF1 ATM ATR AURKA BACH1 BAP1 BARD1 BCCIP BLM BRAP BRCA2 BUB1B CCNA2 CCNB1 CCND1 CCNE1 CDC25A CDC25C CDK1 CDK2 CDK4 CHEK1 CHEK2 CLSPN CREBBP CSNK2A1 CTBP1 DHX9 E2F1 E2F4 ELK1 EMSY EP300 ESR1 FANCA FANCD2 FANCG FHL2 FLNA H2AX HDAC1 HDAC2 HMG20B JAK1 JAK2 JUNB KAT2B KPNA2 LMO4 MAP2K3 MCM3 MDC1 MDM2 MED1 MLH1 MRE11 MSH2 MSH6 MYC NBN NELFB NFKBIA NMI NPM1 NUFIP1 PEX5 PLK1 PLK3 PRKDC RAD50 RAD51 RAD9A RB1 RBBP4 RBBP7 RBBP8 RELA RFC1 RFC2 RFC4 RPA1 RPA2 RPA3 SEM1 SMAD3 SMARCA4 SMC1A SP1 STAT1 STAT5A TERF1 TERF2 TP53 TP53BP1 TUBG1 XRCC6 ZNF350 PUJANA_BREAST_CANCER_WITH_BRCA1_MUTATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BREAST_CANCER_WITH_BRCA1_MUTATED_DN BUB3 CD47 DDX39B NEMP1 PAXIP1 SSBP2 TBCA TOP1 ZNF330 PUJANA_BREAST_CANCER_WITH_BRCA1_MUTATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_BREAST_CANCER_WITH_BRCA1_MUTATED_UP ASF1A AURKB BLM CAD CDC20 CDC7 CDK1 CDKN2C CENPA CEP57 CNOT9 DDX39A DEK DNA2 DNMT1 EXOSC8 EZH2 FOXM1 HMGN4 HMMR ILF3 KATNA1 LBR MCM2 MCM4 MCM5 MCM6 MRE11 MSH2 MTF2 MYBL2 NASP NCAPD2 NCK1 NDC80 PNN RAD51AP1 RAD54L RFC3 RFC4 RPA1 RPIA SH2D1A SKP2 SMC4 SNRPA SRSF10 SRSF11 STMN1 TCERG1 TFDP1 TOPBP1 TTF2 UBE2S USP1 PUJANA_CHEK2_PCC_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_CHEK2_PCC_NETWORK AATF ABCB7 ABCC10 ABCE1 ACAT2 ACLY ACTL6A ACYP1 ADA ADNP ADNP2 ADSL AFF2 AGL AHSA1 AIMP1 ANAPC10 ANAPC5 ANP32E ANXA13 AP3S1 ARHGAP11A ARHGAP19 ASF1A ATG12 ATIC ATM ATP11B ATP13A3 ATP5MF ATP5MJ ATP5PF ATP5PO ATR ATXN10 AURKA AURKB BARD1 BAZ1A BAZ1B BCAT1 BCL7A BET1 BIK BLM BLMH BOLA2 BOP1 BPY2 BRCA1 BRCA2 BTF3 BTF3P11 BUB1 BUB1B BUB3 BZW1 C1D C1QBP CAD CAPZA1 CASP2 CBFB CBX3 CCNA2 CCNB1 CCNB2 CCNC CCNE2 CCNF CCT2 CCT3 CCT4 CCT5 CCT8 CD19 CD1B CD1C CD1E CD2AP CD47 CD79B CDC123 CDC20 CDC23 CDC45 CDC6 CDC7 CDK1 CDK4 CDKN2C CDT1 CDV3 CEBPG CEBPZ CENPA CENPC CENPE CENPF CENPI CEP57 CHAF1A CHEK1 CHEK2 CHERP CHRNA5 CHUK CKS1B CKS2 CLP1 CLPX CNBP CNIH1 CNOT1 CNOT3 CNOT9 CNTRL COPS3 COX11 COX6C COX7B CPSF4 CPSF6 CPT1A CSE1L CSNK2A1 CTAG2 CTBP1 CTCF CTPS1 CTR9 CUL4A CYCS DARS1 DBF4 DBI DCAF7 DCK DCP2 DDX10 DDX18 DDX21 DDX39A DDX39B DDX46 DDX52 DEK DESI2 DGUOK DHFR DHX15 DHX9 DIMT1 DKC1 DLAT DLD DLEU1 DLGAP5 DLST DMAC2L DNA2 DNAJC2 DNAJC24 DNAJC9 DNMT1 DNTTIP2 DPH2 DPM1 DTYMK DUSP11 DUSP7 DUT E2F5 EED EEF1B2 EEF1E1 EIF2S1 EIF2S2 EIF3H EIF3M EIF4A3 EIF4E EIF4H EIF5AL1 EIF5B ELAC2 ELOC EPB41 ERCC3 ERH ESPL1 ETFA EWSR1 EXO1 EXOG EXOSC8 EZH2 FABP5 FADS1 FAM216A FAM76A FANCI FBL FBLN1 FDFT1 FDPS FEN1 FGF8 FOXM1 FRG1 FTSJ1 FUBP1 G3BP1 GALNT1 GCFC2 GCH1 GCSH GEMIN2 GINS1 GIP GLMN GMPS GNA13 GNB3 GNL2 GNPAT GOLIM4 GPN1 GPR18 GSPT1 GSR GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2H4 GTF3A GTPBP1 GTSE1 H2AZ1 H2AZ2 H3C11 H4C3 HAT1 HAUS3 HDAC1 HDAC2 HDGF HIRA HK2 HMGB1P8 HMGB2 HMGB3 HMGCR HMGN1 HMGN2 HMGN3 HMGN4 HMMR HNRNPA2B1 HNRNPA3 HNRNPAB HNRNPC HNRNPF HNRNPH1 HNRNPL HNRNPM HNRNPR HPRT1 HS2ST1 HSP90AA1 HSPA4 HSPA8 HSPA9 HSPD1 HSPE1 HSPH1 IARS1 IARS2 IDH3B IDI1 IDO1 IFT20 IFT25 IL17A IL4 ILF2 ILF3 IMMT INSIG1 IPO5 IRAK1 IRF4 ISG20L2 ITGB3BP KARS1 KATNA1 KDM4A KHDRBS1 KHDRBS2 KHSRP KIF11 KIF14 KIF20B KIF2C KIFC1 KLHL23 KNTC1 KPNA2 KRAS KRT20 KRT76 KYAT3 LAMC2 LARP4 LARP4B LARP7 LBR LCK LCT LDHA LDHB LIG1 LMNB1 LMNB2 LPXN LSM1 LSM3 LSM4 LSM5 LSM6 LSM7 LYPLA1 MAD2L1 MAGOH MAK16 MAPKAPK5 MAT2A MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MED20 MED21 MED24 MED6 MELK METAP1 METAP2 MFAP1 MIEF1 MIF MKI67 MNAT1 MOB1A MPHOSPH10 MPHOSPH6 MPHOSPH9 MRE11 MRPL19 MRPL3 MRPL58 MSH2 MSH5 MSH6 MTA1 MTAP MTCP1 MTDH MTERF1 MTF2 MTHFD2 MTX2 MYBL2 MYBPH MYC MYO1A NAA10 NACA NAE1 NAP1L1 NAP1L4 NASP NAT1 NBN NBR2 NCAPD2 NCBP1 NCBP2 NCK1 NCL NDC80 NDUFB3 NDUFV2 NECTIN1 NEMP1 NF1 NFATC2IP NFYB NGDN NHP2 NME1 NMT1 NOLC1 NONO NOP14 NOP16 NOP2 NOP56 NOX1 NPM1 NPM3 NR1I2 NRL NSA2 NSD2 NSL1 NUDT1 NUFIP1 NUP153 NUP160 NUP205 NUP210 NUP62 NUP88 NUTF2 ODC1 OGG1 OIP5 ORC5 OXA1L OXSR1 PA2G4 PABPC1 PAFAH1B3 PAICS PARG PARP1 PARP2 PART1 PAX2 PAXIP1 PCGF1 PCLAF PCMT1 PCNA PDCD10 PDS5A PELP1 PFAS PFDN4 PFDN6 PGAP2 PGK1 PIAS2 PIK3CG PLAGL2 PLCG2 PLK1 PLK4 PMPCA PNN PNO1 POLA1 POLE POLE2 POLE3 POLG POLR2B POLR2G POLR2H POLR2J POLR3C POLR3G POM121 POP4 POP5 POT1 POU2AF1 PPIA PPID PPIG PPP1CC PPP1R8 PPP2R1B PPP2R5C PPP2R5E PRDX1 PRDX3 PRKDC PRKRA PRMT1 PRMT3 PRPF19 PRPF4 PRPS1 PRPSAP2 PRR3 PRRC2C PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMB4 PSMC2 PSMC3IP PSMC6 PSMD3 PSMD9 PSME2 PTMA PTPN2 PTTG1 PTTG2 PUM3 PWP1 RAD1 RAD21 RAD51AP1 RAD51C RAD54L RAD9A RAN RANBP1 RB1 RB1CC1 RBBP4 RBBP6 RBBP8 RBCK1 RBM14 RBM34 RBMX RCC1 RCN2 RECK RECQL RECQL4 RFC3 RFC4 RFC5 RFX5 RGS13 RHOH RIF1 RIMS1 RMND5A RNASEH1 RNASEH2A RNASEH2B RNF126 RNF2 RNFT2 RPA1 RPA3 RPIA RPL23 RPL27 RPL4 RPL6 RPS27A RPS6 RPS7 RRM1 RRM2 RRP1B RRP7A RRS1 RUVBL1 SAR1A SART3 SEC61G SELENOF SEM1 SEPHS1 SET SFPQ SH2D1A SHMT2 SIKE1 SLBP SLC16A1 SLC1A4 SLC25A5 SLC7A1 SLC7A5 SLC7A6 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCD1 SMC1A SMC2 SMC3 SMC4 SMG7 SMN1 SMNDC1 SMPD4 SNRNP200 SNRNP40 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNX4 SP100 SPAG5 SPC25 SQLE SREK1IP1 SRP19 SRP72 SRP9 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF9 SSB SSBP1 SSBP2 SSRP1 STARD7 STAT5A STIL STK24 STMN1 SUMO1 SUZ12 SYK SYNCRIP TACR3 TAF11 TAF2 TAF4 TAF5 TAF5L TAF9 TARDBP TATDN2 TBC1D31 TBCA TBP TCEA1 TCERG1 TCF20 TCF3 TCL1A TCP1 TDG TFAM TFAP4 TFDP1 TFDP2 TFRC TGDS THAP12 THAP9-AS1 THOP1 TIMELESS TIMM17A TIMM8A TM9SF4 TMEM106C TMEM123 TMEM131L TMEM243 TMPO TMX1 TNFRSF17 TOE1 TOMM40 TOP1 TOP2A TOPBP1 TP53TG1 TPP2 TPX2 TRA2B TRIAP1 TRIM24 TRIM31 TRIP13 TROAP TSR1 TTC39A TTF1 TTF2 TTI1 TTK TUBA1B TUBGCP3 TXNL4A TYMS U2AF1 UBA2 UBAP2L UBE2C UBE2D3 UBE2E1 UBE2G1 UBE2I UBE2N UBE2S UBL4A UCHL3 UCK2 UNG URB2 USP1 USP13 UTP18 UTP20 UTP3 VBP1 VRK1 WASHC5 WDHD1 WDR43 WDR77 WEE1 WNT11 WRN WTAP XPNPEP1 XPO1 XRCC5 XRCC6 YAF2 YBX1 YBX1P5 YWHAB YWHAE YY1 ZBTB24 ZBTB33 ZC3H15 ZNF131 ZNF195 ZNF22 ZNF250 ZNF330 ZNF337 ZNF35 ZNF43 ZNHIT3 ZWINT PUJANA_XPRSS_INT_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PUJANA_XPRSS_INT_NETWORK AATF ABCB7 ACYP1 ANP32E ASF1A ATM ATP11B AURKA AURKB BLM BLMH BRCA1 BRCA2 BUB3 CAD CASP2 CBX3 CCNA2 CCNF CD1C CD47 CDC20 CDC7 CDK1 CDKN2C CENPA CENPC CEP57 CHAF1A CHEK2 CNOT3 CNOT9 CNTRL COPS3 CPSF4 CSNK2A1 CTCF DCP2 DDX39A DDX39B DDX46 DEK DHFR DNA2 DNAJC9 DNMT1 DUT EIF3H ESPL1 EXOSC8 EZH2 FANCI FOXM1 FRG1 FUBP1 GINS1 GTSE1 H2AZ2 HMGB2 HMGN1 HMGN4 HMMR IDH3B ILF3 KATNA1 KIF20B KIFC1 KNTC1 LARP7 LBR LMNB1 MAD2L1 MAT2A MCM2 MCM4 MCM5 MCM6 METAP1 MKI67 MPHOSPH9 MRE11 MSH2 MTF2 MYBL2 NAE1 NASP NCAPD2 NCK1 NDC80 NEMP1 NFATC2IP NFYB NSD2 PAICS PAXIP1 PCLAF PCNA PLK4 PMS2P3 PNN POLA1 POLE POLR2B PPP1CC PPP2R5C PRKDC PRPF4 PRPS1 PSIP1 RAD21 RAD51AP1 RAD51C RAD54L RB1 RBBP4 RBBP8 RECQL RFC3 RFC4 RHOH RIF1 RNASEH2B RPA1 RPIA RRM1 SEC31A SH2D1A SKP2 SLC7A1 SMC1A SMC2 SMC3 SMC4 SNRPA SNRPA1 SNRPB SPC25 SRSF10 SRSF11 SRSF3 SSBP2 STAT5A STMN1 SUZ12 TAF11 TBCA TCERG1 TCF3 TFDP1 TFDP2 TIMELESS TMEM131L TMPO TOP1 TOP2A TOPBP1 TTF2 UBE2C UBE2S UNG USP1 USP49 XPO1 ZNF131 ZNF330 ZNF43 ZNHIT3 ZWINT PURBEY_TARGETS_OF_CTBP1_AND_SATB1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURBEY_TARGETS_OF_CTBP1_AND_SATB1_DN ACOT8 ACOXL AIFM2 AIMP2 AKAP11 ALDH18A1 ALDH1B1 ALX1 AMZ2 ARHGAP1 ARID3A ATCAY ATP6V0A1 ATP6V1B2 ATXN7L1 B3GNT3 BRF1 C5orf22 CA10 CACNA1C CBX6 CCDC22 CCDC62 CCDC88A CCNF CCNT1 CDC42EP3 CDC42EP4 CDK2AP2 CDKN2A CENPN CLEC1B CMPK2 CNKSR2 CNTN4 CNTNAP3B COPS2 CPNE1 DDX28 DIO2 EDC3 EIF3J ENSA ENSG00000261697 EXOC7 FAM120AOS FARSA FGF12 FN3KRP GABRB3 GATC GBA1LP GCDH GCSAM GET3 GLI4 GLS GP9 GPR4 GRM7 GUCY1B2 HACD1 HAX1 HIF3A HNRNPL HOXA1 HPN HSPB1 HYAL2 HYAL3 ICOSLG IL2RG ITLN1 JUND KHSRP KLRC1 LRCH3 LSM3 MAP2K2 MAPK7 MDM2 MED16 MGLL MLLT10 MPO MPZL1 MRPL1 MSTO1 MYO5A NDUFC1 NOL8 NTSR2 NUPR1 P3H2 PAF1 PANX3 PARD6A PDCD2 PDCD6 PDXK PDZD11 PHF5A PILRB PLCG1 PLCL1 PMVK PNPO POLH POMGNT1 PON3 PPIF PPY PRAMEF1 PRCC PTGIS PWWP2B RAP1A RAVER1 RECQL5 RELA RHOJ ROBO1 RSU1 RTKN SCAMP1 SCAMP4 SCNN1B SEC24D SERAC1 SERINC3 SF3A1 SIX5 SLC30A6 SLC4A7 SMAD7 SNRNP40 SORD SPINK1 SPNS1 SRPRB SUPT4H1 SWT1 TIAL1 TIMM23 TMEM222 TMEM38B TMPRSS4 TNFSF11 TOB2 TREH TRIM14 TSPAN8 UBASH3A UBXN8 UHRF1 VWA1 WAC WDR46 ZMPSTE24 ZNF282 ZSWIM3 PURBEY_TARGETS_OF_CTBP1_AND_SATB1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURBEY_TARGETS_OF_CTBP1_AND_SATB1_UP ABHD6 ACRP1 ACTB AFDN-DT ALDH1A3 ARID4A ATN1 BHLHE40 BRI3P1 CBLN1 CCNI CDH19 CDX2 CEP290 CGREF1 CHAF1A CHEK2 COA1 COG8 COL5A1 COL7A1 CPNE1 CRX CTSV CYP4F2 DCT DCTN2 DDX17 DGUOK EEF2 EIF2AK3 FOXC1 GPR135 HBS1L IDH2 ITGA2B JUND KATNA1 KCNMA1 KIZ LCK LDHA NEAT1 NHERF2 PAIP2 PCBP1 PDHA1 PFKFB4 PIM1 PKMYT1 PNISR PPP1CA PSMA1 PSMD11 RAD51D RETREG2 RMDN1 RPL34 RPL7A RPS10 RPS6 RPSA SLC2A3 SLC44A4 SMIM11 SQLE TBCA TBXA2R TMEM184B TMEM45A TOP6BL TUBA1A UCHL1 WDR59 WSB1 YWHAE ZNF330 PURBEY_TARGETS_OF_CTBP1_NOT_SATB1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURBEY_TARGETS_OF_CTBP1_NOT_SATB1_DN ABCB8 ABCG2 ABHD4 ACAT2 ACKR4 ACOT13 ACP5 ACSL5 ADAMTS1 ADGRV1 ADRA2A ADTRP AGR2 AICDA AKAP1 AKIRIN2 AKNA ALOX5 ANKRD13C AP3B2 AP3S1 APBB1IP APLN AREL1 ARHGAP25 ARHGEF12 ARHGEF34P ARID1A ARL8B ASXL2 ATE1 ATP5F1B ATXN7 BAK1 BBC3 BEST2 BET1L BID BIK BLOC1S2 BNIP3L BTN3A3 C14orf119 C18orf32 CABLES1 CAD CALM3 CAPG CCDC186 CD226 CD55 CD69 CDCA7 CDKN2AIPNL CDKN2D CEACAM5 CHPT1 CHRM5 CHST7 CIAPIN1 CIB1 CKMT1A CLIP3 CLK3 CNTN3 COLEC12 COQ3 CPA5 CPVL CRIP2 CRIPT CRYBA1 CTDSPL CTTN CUEDC2 CXCR5 CYB5B CYP3A4 CYP7B1 DCTN4 DDIT4 DDX19B DDX20 DDX4 DDX43 DENND11 DERA DIP2A DISP1 DKK3 DLK1 DNAH9 DNAI1 DOC2B DOCK4 DOP1A DSCC1 DSTN DYNC2I1 DYRK1A DZIP1 ECEL1 EIF5B ENPP2 ENSG00000286190 EPYC ETS2 ETV5 EXOC2 F8A1 FBXO31 FBXO9 FBXW10 FDXR FETUB FGA FGF5 FHIT FKBP1B FUT1 FUT6 FYN GABRA2 GBP3 GDE1 GDF10 GDF11 GGCX GHITM GHR GNG5 GOLGA2 GOLGA4-AS1 GPATCH2L GPR143 GPR161 GRB14 GRM2 GTF2E1 GTF2H2C GTSE1 GUSB HAPLN1 HAPLN4 HBS1L HDHD5 HERC2 HNF1B HNRNPA1P16 HOXC6 HRG HS3ST3B1 HS6ST1 HSD17B8 HSF2 HSP90B1 IER2 IFITM2 IFITM3 IFT88 IGHG1 IL18RAP IMPACT INTS9 IRX5 ITGAE ITM2A ITM2B JAK3 JHY KBTBD6 KCNC4 KCNK1 KIF14 KISS1 KLC2 KLF12 KLF2 KLHL2 KLHL20 KPNA1 KPNA2 KRT32 KRT4 KRT71 LCK LEMD3 LHX1 LINC00588 LINC00852 LMO1 LONP2 LPCAT1 MAGEA10 MAGEA4 MAGEA6 MAGEB3 MALSU1 MAP3K7 MAPK1 MAPRE3 MARCHF1 MARK3 MB MDM4 MEN1 MICU1 MIR100HG MLPH MMP1 MMP17 MPG MRPL41 MRPS16 MT3 MYL6B MYO15B NAA25 NAALAD2 NAP1L4P1 NCAPH NDC80 NDRG4 NEB NEK9 NENF NES NGEF NID2 NME5 NPC1 NR3C2 NRXN3 NUDT14 NUF2 OCA2 OGFOD2 OGT PABPC5 PAK2 PARP11 PAX9 PBX3 PCDH20 PCDH8 PDE1A PDE8A PDE8B PDPN PHIP PHOX2B PI3 PIGHP1 PIK3CB PIK3CD PLCXD1 PLEC PLK2 PLS1 PMAIP1 PMM1 POLR2E POLR3E POM121L10P PPFIBP2 PPP1CC PPP1R13L PPP1R1B PPP1R2C PPP1R3A PPP2R1A PPP3CA PRDX1 PRL PROS1 PRPF18 PRPF31 PRPF4 PRR16 PRR4 PRRX1 PSORS1C2 PTP4A3 PTPN21 PTPN22 PTPRF PYROXD1 PZP RAB5IF RAI2 RAPGEF2 RASD1 RBM6 RCE1 RCHY1 RDH10 RHOXF2B RMI1 RNASE2 RNF139 RNF14 ROBO4 RORA RPL11 RRM2 RYR1 S100A10 SAGE1 SAT1 SAYSD1 SCN9A SDCBP2 SEC23IP SEPHS1 SERPINH1 SESN3 SH3BP5 SHB SIVA1 SLAMF8 SLC10A2 SLC25A36 SLC39A7 SLC5A1 SLCO3A1 SLIT1 SMARCD1 SMIM2 SNAPC5 SNPH SNX5 SNX9 SOAT1 SOX2 SP110 SP4 SPANXA2 SPOP SRP19 ST13 STMN1 SUPT20H SYT12 TAC3 TACO1 TARBP2 TBCB TBX1 TCAF1 TCF3 TECPR2 TESK2 TG THRB TIMM17B TLE3 TMC5 TMEFF1 TMEFF2 TMEM106C TMEM165 TMEM25 TMEM8B TMLHE TNFRSF25 TNFSF13B TNFSF8 TNMD TOB2 TRH TRIM55 TSC22D1 TSPO TUBA3C TUBA3D TULP2 TXNDC17 UBE2D4 UBE4B UBL5 VAMP2 VBP1 VDR VPREB3 VPS33B VRK2 VSTM2L WARS2 WBP11 WBP4 WDR4 WDR76 WSB1 WWTR1 ZCCHC17 ZCCHC2 ZFAND2B ZFY ZNF236 ZNF26 ZNF436-AS1 ZNF814 ZPBP PURBEY_TARGETS_OF_CTBP1_NOT_SATB1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURBEY_TARGETS_OF_CTBP1_NOT_SATB1_UP AAR2 ABCA1 ABL1 ACD ACLY ACOT1 ACP6 ACTA2 ADD1 AIM2 AKAP3 ALDH1B1 ALG13 AOC3 AOPEP AQP2 ARF1 ARF6 ARFGAP1 ARFRP1 ARGLU1 ASB6 ATP10A ATP11A ATP12A ATP2C1 B3GAT1 B4GALT4 BAHCC1 BAX BBS4 BCL6 BIN1 BORCS6 BPI C19orf47 CADM3 CAMK1 CAMP CAND1 CAPZB CCDC34 CCDC85B CCL16 CD84 CDKL2 CDKN2B CENATAC CENPC CEP97 CFH CHCHD6 CIRBP CLPS CMTM7 CNBD2 COL2A1 COMMD10 COPS2 COX7A1 CST3 CTH CTNNA1 CUL4B CXCL1 CXCL16 CXCL6 CYP4F8 CYP51A1 DAAM1 DCBLD2 DDX5 DLGAP5 DMRT1 DNAL4 DSC2 DUT E2F5 EBNA1BP2 ECSIT ENSA ENTPD2 EVC2 EXOSC7 FAIM FAU FOXA2 FPGS G6PD GALK2 GBE1 GDE1 GDF15 GDF3 GEMIN8 GFI1 GOLGA3 GOLM1 GPAM GPNMB GPR107 H1-9P H2BC1 H2BC5 HAPLN1 HDAC10 HDAC7 HES2 HEXIM1 HIF1AN HK2 HSPB8 IER3 IL18R1 IMMP2L IMMT INPP5D INSL4 INSL6 INSR IREB2 ITGB7 ITPRID2 JAGN1 JAM3 JPH2 KCNJ15 KHK KLK8 KLRC2 KMO KPNA1 KPNA2 KPNB1 KRT35 KRT6A LAMC1 LAMC3 LDHC LEMD3 LGALS14 LIPE LITAF LMCD1 LRATD1 LTBP4 LTK LY6G5C MADCAM1 MAGEC1 MAN2C1 MAP3K7CL MARCHF1 MARK3 MARK4 MBOAT7 MEPCE MMP9 MND1 MRPS34 MS4A6A MUC20 NDFIP1 NMI NMU NOX4 NPFF NPTX2 NRSN1 NTS OAZ1 OGFOD1P1 OTOF OTUB1 P3H4 PAH PAPPA PAQR6 PARL PDCD5 PFN1 PFN2 PGGT1B PIK3C3 PIN1P1 PLBD1 PLEKHA2 PLK1 PNO1 POLR2J3 PORCN POU3F4 PPFIA4 PPIF PPM1D PPP2R5A PPP6R1 PQBP1 PRKAG2 PRPF6 PRPH2 PRSS3 PTEN PTGER2 PTGR1 PTP4A1 PTPRB PTRH2 PURA RAB3GAP2 RAD23A RANBP17 RANBP3 RBBP8 RBFOX2 RBM14 RBM26 RBM3 RDH16 RFTN1 RNF114 RNF4 RUBCN SAA1 SAMD10 SARS2 SENP2 SERPINH1 SETDB1 SFRP2 SFTPA1 SIMC1 SLC10A1 SLC25A47 SLC25A51P1 SLC35E1 SLC35F6 SLC4A10 SLIT3 SLITRK5 SMPD3 SMTN SNAP25 SNAPC4 SNX8 SORL1 SOX4 SP110 SPAG16 SPATA9 SPATC1L SPI1 SRSF2 SSX1 ST3GAL1 STAT2 STXBP5-AS1 SUCLG1 SV2B SYT17 TAF4 TAF7 TCEA1 TESC TESK1 THAP12 THRB TLR10 TMEM242 TNFSF8 TNK2 TP53BP2 TRIM47 TRIM66 TRIM7 TRIOBP TRMT6 TRMU TRPC5 TSPAN2 TTK TUG1 UBE2G2 UQCRC1 USP25 WDR83OS WFDC1 XPA YIPF1 ZMYND15 ZNF135 ZNF160 ZNF254 ZNF266 ZNF77 ZWINT PURWIN_A375_MEWO_COMMON_SOX10_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURWIN_A375_MEWO_COMMON_SOX10_TARGETS ACSS1 ADGRG6 ATP11A CDH19 CHAMP1 CSRP2 DNMT1 ERBB3 ETS1 FGD4 GAS7 H1-9P LINC00511 LRATD2 MIA NES NFIB NHSL1 NPAT OPHN1 OSBPL10 RHOJ S1PR2 ST6GAL1 TBC1D16 TNFRSF19 TTLL4 USP6NL WDR82 PURWIN_A375_SOX10_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURWIN_A375_SOX10_TARGETS ACSS1 ADGRG6 ANKRD28 ATP11A BCOR BTBD3 CD96 CDH19 CDK2AP1 CHAMP1 CSRP2 DNMT1 ERBB3 ETS1 FAN1 FGD4 GAS7 H1-9P LINC00327 LINC00511 LRATD2 MGAM2 MIA MMACHC NDE1 NEDD9 NES NFIB NHSL1 NOCT NOTCH4 NPAT OPHN1 OSBPL10 PCAT1 PCBP1-AS1 PHGDH PLA2G7 PRR7-AS1 RAPGEF5 RHOJ RNF145 RUBCNL S1PR2 SLCO4A1 SOX5 ST6GAL1 TBC1D16 TNFRSF19 TRAF3IP2-AS1 TTLL4 USP6NL WDR82 ZC3H7A ZEB2 PURWIN_MEWO_SOX10_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PURWIN_MEWO_SOX10_TARGETS ABR ACSS1 ADD3 ADGRG6 ANXA5 ARHGAP31 ATM ATP11A BBS5 BCAN CA14 CDH19 CHAMP1 CHN2 CNPY2 CSRP2 DAB2 DIP2B DNMT1 DUSP22 ECHDC1 ELF1 ERBB3 ETS1 FAHD2A FEM1B FEN1 FGD4 FSBP FYN GAS2L3 GAS7 GLYCTK H1-9P HIPK2 INCENP INPP4B KANK1 LINC00511 LINC03048 LMNA LRATD2 MBP MCC MEF2C MIA MIR3142HG MRPL35 MTURN MYO9B NANS NES NFIB NHSL1 NPAT OPHN1 OSBPL10 OSBPL1A OTUD7B P2RX7 PLEKHF2 PPP2R2A PRKCZ PTPRJ RAPGEF2 RHOJ RIPK2 RNF144B RP9 RPE S1PR2 SAMMSON SASH1 SCML4 SDHC SEC11C SEPTIN9 ST3GAL6 ST6GAL1 TBC1D16 TBXAS1 TECR TEX41 TNFRSF19 TRAF3IP2 TRIM2 TTLL4 USP6NL VPS37B WDR82 ZNF697 ZNF704 PYEON_CANCER_HEAD_AND_NECK_VS_CERVICAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PYEON_CANCER_HEAD_AND_NECK_VS_CERVICAL_DN ADGRV1 ASPRV1 CDSN CRISPLD1 DCN DDX3Y DEFB4A DPT DSC1 EIF1AY FEZ1 H19 IL1R2 KDM5D KLK7 KLK8 KRTDAP LRRC15 LY96 MAGEA12 MEGF10 NEB PDPN RPS4Y1 S100A7A SLC6A15 TXLNGY USP9Y ZFY PYEON_CANCER_HEAD_AND_NECK_VS_CERVICAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PYEON_CANCER_HEAD_AND_NECK_VS_CERVICAL_UP ABCA5 AHCTF1 ANAPC5 ANKLE2 ANKRD13C ANKRD36B ARHGAP5 ARL13B ATAD2 ATAD2B ATP8B1 B4GALT4 BAG5 BARD1 BCL2L11 BHLHE40 BRIP1 BRWD1 C18orf54 C2CD5 CALML4 CASK CASP8AP2 CCDC14 CCDC150 CCDC18 CCHCR1 CCNE2 CCNL1 CDC42BPA CDC7 CDCA7 CDK1 CDKN2A CDKN2B CENPF CENPI CENPJ CENPK CENPU CEP152 CEP44 CHML CREBZF CXADR DDX3X DDX59 DIP2A DONSON DR1 DTL E2F7 E2F8 ELF3 ENOSF1 ERMP1 ESR1 ETS2 EYA2 EZH2 FAM199X FAM50A FAM72C FGFR1OP2 FMR1 FNBP1L GART GAS2L3 GCH1 GEN1 GINS1 GOLGA8A GRAMD1C GSPT1 HACE1 HELLS HLTF HMGB3 HNRNPA1 HNRNPU HOXA10 HOXA9 HOXB3 HOXD10 HSPA1A INTS7 JPX KCTD3 KDM6A KIF15 KLHL2 KNL1 KNTC1 KRT19 LAMTOR5-AS1 LINC00342 LINC02977 LMNB1 LNPK MALSU1 MAP3K21 MCM3 MCPH1 MECOM MEIS1 MIS18A MSL2 MTF2 MYO5C NASP NDUFB4 NEK2 NEK4 NR1D2 NR4A2 NSD3 NUF2 NUP210 NUP62CL OCLN ODF2L OPA1 OSBPL11 PARD6B PAXBP1 PDIK1L PER3 PIGA PLSCR4 PMAIP1 POLA1 POLD3 PPM1A PRDM15 PRELID2 PRKX PRMT6 PRPF39 PRPS2 PSIP1 PXYLP1 RAD51AP1 RASEF RBBP4 RBL1 REL REV1 RFC5 RIMKLB RMI1 SCML1 SF3B1 SHOC1 SIK1 SKIL SLC35A3 SLF1 SLF2 SMC4 SNRPA1 SPICE1 SS18L1 STAG1 STS SUDS3 SYCP2 SYNJ1 TCAM1P THAP9-AS1 TMCC1 TMEM30B TMPO TOPBP1 TSIX TUG1 TXNDC16 U2SURP UBXN7 UHRF1 UPF3B USP25 USP37 WDHD1 WDR76 XIST XK ZBTB21 ZBTB8A ZFX ZGRF1 ZNF236 ZNF367 ZNF532 ZNF678 ZRSR2 PYEON_HPV_POSITIVE_TUMORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PYEON_HPV_POSITIVE_TUMORS_DN CAV1 CCND1 CTTN DEFB4A FAM89A KLK10 KLK8 KRTDAP NAP1L2 PTHLH PYEON_HPV_POSITIVE_TUMORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PYEON_HPV_POSITIVE_TUMORS_UP ABCA17P ABCA5 AHSA2P AMY1A ATAD2 BARD1 BTNL9 C18orf54 C5orf34 CAMTA1 CASP8AP2 CCHCR1 CDC7 CDCA7 CDK3 CDKN2A CDKN2C CENPF CENPJ CENPK CEP78 CFAP44 CSTF3 DHFR DONSON DTL E2F7 ENSG00000269210 EZH2 FBXO22 FUBP1 GABPB2 GEN1 GLS2 HELLS HENMT1 HNRNPU IL17RB INTS7 JPX KIF15 KLHL35 KNTC1 LAMTOR5-AS1 LIG1 LINC00342 LINC01305 LOC105379499 LY75 MAP7D2 MCM3 MCM8 MEI1 MEIS1 MIR3939 MON2 MPHOSPH9 MYB NASP NEMP1 NEURL1B NOTCH1 NR1D2 PDIK1L PER3 PIK3R3 PLGLB1 PNISR PRDM15 PRELID2 PSIP1 RBBP4 RMI2 RTKN2 SANBR SCAI SLC35E2B SLF1 SLF2 SLFN13 SMARCA2 STAG3 SYCP2 SYNGR3 TAF7L TARDBP TASOR TCAM1P TIA1 TM7SF3 TRIM56 TYMS UHRF1 USP1 WDR76 ZBTB18 ZFR2 ZMAT1 ZNF367 ZNF789 ZSCAN16 QI_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_HYPOXIA ABCB6 ACAP1 ACAT2 ACER2 ACSS2 ADIPOR2 ADM AK4 ALDOA ALDOC AMPD3 ARRDC3 ATG9B BCL2L11 BHLHE40 BNIP3 CA9 CAPN5 CASP6 CCNG2 CD109 CDC42EP2 CDHR1 CDKN1A CIART COL12A1 CRYAB CTNS CYP2S1 CYP51A1 DDIT4 DIXDC1 DUSP1 DYRK1B EFNA1 EGLN1 EGLN3 ELMO1 ESPN FAM117B FFAR4 FOXO3 FZD1 GALR2 GBE1 GCH1 GLS2 GPI GPR146 GPR35 GRHPR GTF2E2 HDAC5 HES6 HIGD1A HK1 HK2 HMGCL HMOX1 HOMER1 HPSE IER3 IGFBP3 IL13RA1 INSIG1 IRX2 ITGA11 ITPK1 JMJD6 KCNB1 KCNK2 KDELR3 KDM4B KIF21B KRT19 LOX LPIN1 LSS MAP3K1 MBOAT2 ME2 MPP2 MT2A MVD MXI1 NAA80 NDRG1 NDRG2 NRN1 NSDHL OSTF1 P4HA1 P4HA2 PAFAH1B3 PCYT1B PDK1 PDXP PFKL PFKP PGAM1 PGF PGM1 PKP2 PLEKHA2 PLOD1 PLOD2 PPP1R3B PPP1R3C RASL12 REEP1 RNF126 RNF19A RORA SAP30 SCD SERTAD1 SH3YL1 SIAH2 SLC19A2 SLC2A1 SLC41A2 SOX9 SPG21 SQLE STC1 TNFSF9 TRERF1 TRIOBP VEGFA VHL VLDLR WHAMM ZBTB8B QI_HYPOXIA_TARGETS_OF_HIF1A_AND_FOXA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_HYPOXIA_TARGETS_OF_HIF1A_AND_FOXA2 ABCF2 ACTN4 ATN1 BCL2L1 CARM1 CITED2 CNOT3 COL6A2 CTNND1 DUSP10 F2RL1 FSCN1 GPRC5A HK1 IP6K2 ITGA5 JUND KDM3A LBH LSM2 MARK2 MED15 MPP2 MYBBP1A NGF PLOD2 PPM1G PRSS35 RNF126 SELENOW SLC16A3 SRM TLE5 TRPC4AP ZFP57 QI_PLASMACYTOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PLASMACYTOMA_DN AEBP1 AGR2 AJUBA ALPL ARFIP2 ARHGAP8 BASP1 BLNK BMP1 BSG C1QBP CALU CCL11 CHST1 CILK1 CLIP1 COL1A1 COL4A2 COL5A2 COL6A2 CSNK1E CTSW CYTIP DDOST DNAJB11 DUSP22 EEF1A2 EIF4A1 ENPEP EPAS1 EPCAM ETV4 EXTL2 FARP2 FIGLA FSTL1 GANAB GNE IGFBP3 INHBB IPO4 ITGB5 KAT2A LAMB1 LAMC2 LBP LOXL4 LYPD3 LYVE1 LZTR1 MAGED1 MAGEH1 MATK MED29 MFAP2 MMP2 MYBBP1A MYC MYH14 NECTIN4 NOL3 NOL8 P4HA2 P4HB PARK7 PDGFRA PIGK PPP2R5A PRMT7 PSMB3 PTGIS PVR RABGGTA RGSL1 RNF25 SEC61A1 SEC63 SENP2 SKIL SLPI SND1 SPARCL1 SPON1 SRP9 ST14 STAT2 STT3A SVIL TBRG4 TIMP1 TRIB1 TRIP6 UBE2T UCHL5 USF1 VEGFA WASL XBP1 QI_PLASMACYTOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QI_PLASMACYTOMA_UP ABI3 ACTG2 ACTR2 ADCY7 ALOX5AP ANKRD1 ANXA11 AOC1 APAF1 ARAP1 ARAP2 ARF5 ARHGDIB ARL6IP5 ARPC4 ARRB1 AVIL AXL BAG2 BATF BCL2 BDKRB2 BHLHE40 BLK BTG1 CAP1 CAPG CAPN1 CARD11 CASP1 CASP3 CASP4 CASP6 CASP7 CCL19 CCL3 CCL4 CCL5 CCR1 CCR2 CCR5 CD19 CD22 CD244 CD37 CD3D CD3E CD3G CD4 CD40 CD47 CD53 CD5L CD7 CD79A CD82 CDC42EP3 CDC42SE1 CIB1 CIITA CISH CLEC4E CLU CNN2 CNP CNR2 CSF1R CST7 DAPP1 DDT DEK DNAJB1 DNASE1L2 DNASE1L3 DNTT DOK1 DPP4 DUSP2 EHD1 EPOR FAS FBXW8 FGL2 FGR FLT3 FRMD4B FSCN1 GATA1 GBP2 GNA15 GNB4 GNG10 GNG11 GPSM3 GRB2 HCK HCLS1 HPS3 HRK ID2 IFI35 IFNGR1 IGF1 IL12A IL17RB IL18 IL18BP IL18RAP IL1R2 IL20 IL21R IL27RA IL2RB IL2RG IL4R IL5RA IRF1 IRF2 IRF8 IRGM ITGA6 ITGB1 ITGB2 ITGB3 ITGB7 KIT KLRD1 LAG3 LASP1 LAT LCK LCP1 LGALS9 LIMK1 LRRFIP1 LSP1 LST1 LTB LY86 MARCKS MARCO MFAP1 MKRN1 MMP10 MOB1A MTA3 MTPN MYB MYCN MYO10 NFAM1 NFKBIA NFKBIE NR1H3 NTN1 PAK1IP1 PCSK1N PCSK6 PDGFB PDLIM7 PF4 PFN1 PHLDA2 PLAC8 PLCL2 PLEC PLEK PLEKHO1 PLSCR1 PLXNC1 PPBP PRTN3 PSMB8 PSMB9 PSTPIP1 PTGES PTGS1 PTPN1 PTPN13 PTPN18 PTPN6 RABEP2 RAC2 RAG1 RASSF2 RASSF4 RB1 RBP4 RELB RGL1 RGS1 RGS16 RNASE1 RP2 RPS6KA1 RRAD RRAS2 RSAD2 S100A13 SCIN SEMA4A SH2D1A SH3BP1 SH3BP2 SLA SLAMF1 SLC11A2 SLC43A3 SNX10 SNX2 SOCS1 SOX11 SP100 SPIB SRF STAP1 STK10 STK17B STK39 SWAP70 TFEB TGFB1 TGM2 TJP3 TLN1 TLR1 TLR9 TMBIM6 TMOD3 TMSB10 TMSB4X TNF TNFAIP2 TNFAIP3 TNFRSF14 TNFSF11 TNFSF13B TRAF1 TRAT1 TRIM21 TRIM5 TUBA8 TUBB3 UBASH3B UBE2D1 VASP VAV1 WDR1 WTAP XCL1 ZAP70 ZFP36L1 ZFPM1 ZYX QUINTENS_EMBRYONIC_BRAIN_RESPONSE_TO_IR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/QUINTENS_EMBRYONIC_BRAIN_RESPONSE_TO_IR AEN AMPD2 ANO3 APAF1 ARAP2 BAIAP2 BAX BBC3 BLOC1S2 BTG2 C2orf80 CCNG1 CDC42BPG CDKN1A CEP170B CGREF1 CKAP2 CPT1C DCAF4 DCXR DDIAS DDIT4L DENND2C DGLUCY EDA2R EI24 EPHX1 ERCC5 FAS FOXO3 GABRG3 GGTA1 GNE GPR75 GRHL3 GTSE1 H2AJ HMCN2 HPCAL1 IGDCC4 INKA2 KANK3 LPIN1 MAB21L3 MAP3K20 MAPKAPK3 NR1D1 PDK4 PHLDA3 PIDD1 PIERCE1 PLK2 PMAIP1 POLK PPM1D PRRG4 PTPN14 RAP2A RAP2B RHBDF2 RNF169 RXYLT1 SEC14L5 SESN2 SLC19A2 SLC66A3 STOX2 SUSD6 TAP1 TBC1D8 TM7SF3 TMEM19 TNFRSF10B TP53INP1 TRAFD1 USP2 USP32 VPS36 ZBTB7B ZMAT3 ZNF365 ZNF750 RADAEVA_RESPONSE_TO_IFNA1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RADAEVA_RESPONSE_TO_IFNA1_DN AP1G2 CEP170B FOS GLP1R KIT KMT2A MET MYCL PDGFA PLEC RADAEVA_RESPONSE_TO_IFNA1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RADAEVA_RESPONSE_TO_IFNA1_UP ADAR AKR7A2 BAX BCL2 BRCA1 BST2 CALR CASP3 CDKN1B CXCL10 CXCL11 CYB561D2 E2F2 HLA-C HLA-E HLA-F IFI27 IFI35 IFI44 IFI44L IFI6 IFITM1 IFITM2 IFITM3 IL12RB2 IRF1 IRF7 ISG15 KLK3 LGALS3BP MX1 MX2 MXD4 PHB1 PIAS4 PLSCR1 PRKCQ PSME1 RFC2 RRP8 SOCS1 STAT1 TNFSF10 TUBB UBE2D3 UBE2L6 VCAM1 RADMACHER_AML_PROGNOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RADMACHER_AML_PROGNOSIS ADGRB2 ADGRE1 AGRN AGT ANGPT1 BAHCC1 BCL11A CD3D CDC42EP4 CHURC1 CKMT1B CNN3 COL1A1 CTNNAL1 DAPK1 DENND4B DMWD EML4 ENDOD1 EZR FARP1 FGFR1 FHL2 FLT3 FOXO1 GLUL GLULP4 GUCY1A1 GYPC HOXA10 HOXA4 HOXB2 HOXB5 IFI27 IL6ST ISG20 LCN2 LDAH MAL MAP7 MIR22HG MSI2 NBL1 NFIB NFKB1 NFKBIB NR2F2 PALM2AKAP2 PBX3 PIK3R4 PLCG1 PLIN2 PMEPA1 PMP22 PRG2 PXDN S100P S1PR1 SELENBP1 SEMA3F SFTPB SKAP2 SLC2A1 SLC6A8 SLC7A7 SMG1 SMG1P2 SNX9 SRPX TACSTD2 TBXAS1 TCF4 TGM2 TMEM158 TSPAN32 TSPAN7 TUBB2A UGCG UGGT2 VASN WDR82 RAFFEL_VEGFA_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAFFEL_VEGFA_TARGETS_DN HES1 HEY1 IL18R1 NKX2-5 TLX1 RAFFEL_VEGFA_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAFFEL_VEGFA_TARGETS_UP ACVR2B CITED2 E2F3 GNB1L HEY2 HIF1A PBX1 SOX11 WT1 RAGHAVACHARI_PLATELET_SPECIFIC_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAGHAVACHARI_PLATELET_SPECIFIC_GENES APP ASAH1 BEX3 CCL5 CTSA CTTN CXCL5 DAPP1 EIF2AK1 ENDOD1 F13A1 FHL1 GLA GNAS GNG11 H2AC6 H2BC21 H3C10 HBA1 HBB HBG1 ITGA2B ITGB3 ITGB5 KIF2A LEPROT MAP3K7CL MAX MFAP3L MLH3 MMD MPP1 MYLK NAP1L1 NRGN ODC1 PDLIM1 PF4 PF4V1 PGRMC1 PIP4K2A PPBP PPM1A PRDX6 PRKAR2B PRKCB PRUNE1 PTGS1 PTPN12 RAB31 RABGAP1L RGS10 RNF11 RSU1 RUFY1 RYBP SNCA SNN SPARC TAX1BP3 THBS1 TMEM140 TNFSF4 TPM1 TSC22D1 TUBA4A TUBB2A VCL WIPF1 YPEL5 ZNF185 RAHMAN_TP53_TARGETS_PHOSPHORYLATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAHMAN_TP53_TARGETS_PHOSPHORYLATED ACTB ANXA1 CCT6A DLD GSTP1 HNRNPL IDH3A MAGOHB NME1 PARK7 PCBP1 PGAM1 PHGDH PPA1 PRDX2 PRDX3 PSMB6 RUVBL2 TPM3 VPS29 RAMALHO_STEMNESS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMALHO_STEMNESS_DN ABLIM1 ABR ACVRL1 ADGRE1 ADSS1 AP2A2 ARG2 B4GALNT1 BIN1 BMP1 CBX4 CCL15 CD47 CD53 CD68 CEBPD CLEC4A CMA1 COL11A2 CORO1A CSF1R CTSB CTSS CYFIP2 EFHD1 EVI2A EVL GP1BB GRIA2 GRINA GSN GYPA HBB HDC HSD11B1 ITGB2 KCNAB2 LAT2 LILRB4 LY86 MAL MLLT11 MPEG1 NCAM1 NHSL2 NIN NRP1 PACSIN1 PAPSS2 PGLYRP1 PLD4 PPP2R5A PPP3CA PRKCB PTPRC RBMX RELN RFLNB RGS10 RGS14 RNASEK RNF227 ROGDI RTN3 SIRPA SLC11A1 SLC39A7 ST3GAL6 STMN1 TYROBP ZAP70 ZDHHC14 RAMALHO_STEMNESS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMALHO_STEMNESS_UP ABCB1 ACADM ACAT2 ADAM9 ALDH7A1 ANKRD17 ARCN1 ARIH1 BACH1 BLZF1 BPNT2 BYSL CCND1 CDK2AP1 CDKN1A CENPC CHD1 COPRS COPS4 COPS7A CPXM1 CRTAP CTBP2 CTTN CWC22 DCTPP1 DICER1 DNAJB6 DPH5 DTYMK EIF3J EIF4EBP1 EIF4G2 ELOVL6 ELP2 EPRS1 ERCC5 ESF1 F2R FASTKD5 FBXO38 FBXO8 FCF1 FHL1 FKBP11 FKBP9 GAB1 GARS1 GAS2 GCAT GCLM GCSH GFER GHR GLO1 GNB1 GNL2 GRWD1 IARS1 IARS2 INTS5 ITGA6 ITGB1 JAGN1 KANK3 KCNAB3 KIF2A KRAS LAPTM4A LAPTM4B LAS1L LIG3 LIMA1 LRRC58 LSG1 LSM2 MAP4K3 MARCHF7 MDFI MDFIC MED23 MPDU1 MPHOSPH10 MRPL17 MRPL34 MRPL45 MRPS10 MRPS2 MRPS31 MSH5 MTERF3 MTMR10 NDUFAF4 NIFK NOP58 NOPCHAP1 NUP35 PACRGL PAFAH2 PCF11 PDCD2 PEX7 PHTF2 PIGX PKD2 PLA2G6 PLS3 PPA1 PPIC PPP1R2 PPP2R1B PRPF6 PRPSAP1 PSMD11 PSMD12 PTPN2 RAB18 RABGGTB RAD23B RARS2 RASA1 RCL1 RCN1 RIDA RIMOC1 RNF138 RNF145 RNF4 RNFT1 ROCK2 RPL22 RPP14 RPUSD4 RRN3 RSL1D1 RSRC2 RYK SEC23A SEC23IP SH3D19 SLC38A2 SLC4A7 SLC7A6 SMAD1 SMAD2 SMARCAD1 SNRPC SNX12 SOCS2 SRSF3 SRSF6 STAM STXBP3 SUCLG2 TARS2 TBC1D15 TBRG1 TBRG4 TCEAL9 TEAD2 TGIF2 TGS1 TJP1 TMEM183A TOM1L1 TRIP6 TXNDC9 TXNRD1 UBE2T UMPS UPP1 URI1 USP10 USP9X UTP20 UTP4 WDR43 WDR55 XPO1 XPOT XRCC5 YAP1 YES1 YWHAB YWHAH ZC3H14 ZCCHC10 ZFX ZMAT3 ZMYM4 ZNF213 ZNF281 ZNF639 ZNF644 ZNF708 ZZZ3 RAMASWAMY_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMASWAMY_METASTASIS_DN ABLIM1 ACADSB ACTG2 AGRN ANG ASPA CA12 CHRNA5 CNN1 CPM CPN1 DLG3 F10 FCAR FXN GP1BA GREM1 HLA-DPB1 HNRNPF INPP5E JMJD1C KCNAB1 MAOB MAP1B MAPRE3 MIR3648-1 MOS MT3 MYH11 MYL2 MYLK NCAPH NOS2 NR2F2 NR4A1 P2RX1 PBX2P1 PCDH11X PDE6A PGK1 PLP1 PRKG2 PRSS53 PTN RAB30 RANBP3 RBM5 REL ROR1 RORB RUNX1 SLC10A3 SPA17 STAC TAL1 VAPB ZNF148 ZNF212 ZNF646 RAMASWAMY_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMASWAMY_METASTASIS_UP AKAP8 APLNR ARPP19 BIRC5 BPTF CAND1 CANX CDK2AP1 CENPX CHD2 COL1A1 COL1A2 COX6B1 COX7A2L COX7B DHPS EIF3K EIF4E2 ELF4 ETV2 FAM98A FASN FBLN2 GPI GPN1 HNRNPAB HNRNPU HOXA2 ITPA KPNA6 LMNB1 MAD2L1 MSX2 NDUFA1 NHP2 NOTCH3 NSUN5P1 NUP62 P4HB PCNT PFDN6 POM121 PRMT1 PSEN2 PTTG1 RAB5C RALGPS1 RBM42 SNRPF SPEN SRGAP2 STIL TDG TENT4A TMEM147 TMPO TRIM37 UBAC1 UBN1 UPF2 UPK1A URI1 VAV2 VPS13B WDR37 ZFC3H1 RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_MAPK1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_MAPK1_DN ATF5 BID DDIT3 E2F1 EGLN3 NR4A1 SGPL1 TRIB3 RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_MAPK1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_MAPK1_UP BCL2L11 BMF CARD10 HSPA1B SH3GLB1 TP53INP1 RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_SMAD4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_SMAD4_DN ATM BCL2L1 CASP7 DAPK1 EGLN3 EYA2 MAPK8IP1 SGPP1 TNFRSF10B TNFRSF21 RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_SMAD4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMJAUN_APOPTOSIS_BY_TGFB1_VIA_SMAD4_UP BCL2L11 BCL6 BMF CD40 PDCD6IP POLB SH3GLB1 TGFB1 TNFAIP3 TRIB3 RAMPON_ENRICHED_LEARNING_ENVIRONMENT_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMPON_ENRICHED_LEARNING_ENVIRONMENT_EARLY_DN BAX CASP6 CIT DNAJB6 MT3 NRGN PAFAH1B1 PREP RXRA SPTBN1 RAMPON_ENRICHED_LEARNING_ENVIRONMENT_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMPON_ENRICHED_LEARNING_ENVIRONMENT_EARLY_UP AP2M1 CALM3 DNMT1 HNRNPM HSPA5 HYPK MAP4K3 MFAP5 PHC2 PTGDS RHOA TAC1 TLK1 TRIM25 VAMP2 RAMPON_ENRICHED_LEARNING_ENVIRONMENT_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAMPON_ENRICHED_LEARNING_ENVIRONMENT_LATE_UP BTF3 CALB2 CALM3 CDH2 CLPP CORO1A CTTN DCTN5 DHX32 DLG4 DNPEP MAP4 POLR2C PSMB3 SEZ6 TBCA USP21 VLDLR XBP1 XPNPEP1 ZIC1 RANKIN_ANGIOGENIC_TARGETS_OF_VHL_HIF2A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RANKIN_ANGIOGENIC_TARGETS_OF_VHL_HIF2A_DN ANGPTL3 CDH5 EGFL7 ITGAV NR2F2 PLXND1 RHOB VEGFA RANKIN_ANGIOGENIC_TARGETS_OF_VHL_HIF2A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RANKIN_ANGIOGENIC_TARGETS_OF_VHL_HIF2A_UP ANG BMP4 DHCR7 MAPK14 PLG RAO_BOUND_BY_SALL4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAO_BOUND_BY_SALL4 AARD ABHD17B ABT1 ADAM5 ADIPOR2 AEBP2 AKAP12 ALG11 ANP32A ARHGEF18 ARNT ARRDC3 ASNS ATG14 AURKB B4GALT6 BCAT1 BEND3 C2orf88 C9orf152 CACYBP CASQ2 CCDC141 CCDC38 CCN2 CD24 CEP112 CFH CHD2 CHD7 CIDEA CMKLR2 COBL COL4A2 CPSF4L CST3 CWF19L2 CYB5R1 DDAH1 DENND2C DGKH DKK1 DNMT3A DUSP6 DYRK3 EOMES EPC2 EPHX2 ETFRF1 ETV1 EXOSC7 EYA1 F2RL1 FAM91A1 FBXO15 FBXO36 FGD4 FGF4 FGFBP1 FGFR1 FGFR2 FLRT3 FN1 FRYL GCM1 GCNT2 GJA1 GJB3 GNA13 GNPNAT1 GPM6A GRSF1 GTF3C3 GTF3C6 H2BC13 H2BC3 H3C13 HEXB HEXIM1 HNRNPA2B1 HSD17B11 IDH1 IFITM1 IL6ST INSIG2 INSYN2B IRF2BPL ITGA1 JAM2 JARID2 KCMF1 KDM2B KIFC3 KLF2 KLHL34 KLHL5 LDB1 LIPH LMBRD2 LPAR6 LRPAP1 LYRM1 MACO1 MAP10 MAP1B MAP4K4 MATR3 MAX MBTPS2 MGAT4C MIB2 MOB4 MSANTD2 MTMR12 MYCN MYOT MZF1 NANOG NBR1 NEFL NKX2-2 NOLC1 NPEPPS NPTX2 NR0B1 OGT OTX2 PARP6 PDE1A PDGFC PDHB PDPK1 PGAP6 PHC1 PLEKHG5 PLIN2 PRDM14 PRDX6 PRSS48 PTGFRN PYROXD1 RAB38 RAX REEP3 REST RGS20 RHOB RNF13 RPTOR RYBP SEC16A SEMA4B SERBP1 SF3B4 SFTPD SLC25A1 SLC25A40 SLC38A2 SLC39A14 SLC44A1 SLC5A1 SLCO4C1 SLCO5A1 SMG7 SNTB2 SOX2 SPIC SPRED1 SPRY2 SRSF11 SSBP3 STAMBPL1 STK38 STMN1 SULF2 SUSD6 SYNCRIP TBX20 TCL1A TFAP2C TFCP2L1 TLK1 TM2D2 TMEFF1 TMEM220 TMEM64 TMPRSS11D TP53 TP53BP1 TPD52 TRIM2 TRIM25 TRIM34 TRIML1 TSPAN15 TTC39B TXLNG UBB UBL3 UBR5 UHRF2 UPP1 USP48 VEGFC WEE1 WHAMM WTAP XRN2 YWHAG ZC3HAV1 ZCCHC7 ZDHHC14 ZFP36L1 ZFP42 ZFP57 ZIC5 ZNF148 ZNF182 ZNF280C ZNF532 ZNF585B ZNF608 ZNF616 ZNF704 ZSCAN10 ZWINT RAO_BOUND_BY_SALL4_ISOFORM_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAO_BOUND_BY_SALL4_ISOFORM_A ABCA1 ACMSD ADAM10 ADAM19 ADAM20 ADAMTS18 AFF4 ALDH1A1 ALDH1A2 ANK3 APLF ARHGAP6 ARMC3 ARTN ARX ASAH2 BAIAP2L1 C1orf43 C1orf87 C6orf58 CALU CANX CARF CCKAR CDC5L CDH8 CDKN2A CES1 CFAP53 CFTR CHIA CHST4 CIAPIN1 COMMD3 CTF1 CXXC4 CYP2R1 DDX60 DESI2 DMXL1 DNAJB4 DPY19L3 DUS2 DYNC2LI1 ECHDC1 EPB42 ERCC5 FAT1 FBXL14 FBXL21P FBXL4 FOXJ2 FZD8 GAB3 GABRB1 GCN1 GLRA3 GNG12 GRIP1 GTF2A2 GUCD1 H4C14 HAS2 HLCS HSPB3 IDH3B INSM1 JKAMP KAT2B KCNJ3 KIF27 KRTAP19-3 LIX1 LMNA LRIG2 LRRN1 LY75 MAB21L1 MAEA MAPT MARCHF8 MBLAC1 MFF MITF MLH1 MMAA MMD MOBP MRPL13 MTHFD1 NEDD4 NFAT5 NIPBL OR10D4P OR10G9 OR12D1 OR1N2 OR4C12 OR4C15 OR4D10 OR4F15 OR4F4 OR4K15 OR4K5 OR4L1 OR52P1 OR5AS1 OR5H2 OR5M9 OR5P2 OR6B2 OR6C2 OR7G2 OR8G1 OR8K3 OR9G1 PCDH11X PES1 PHF10 PHKB PITX2 PKN2 PLCB4 PLPP6 POLQ POU1F1 POU2F1 POU3F3 PPME1 PPP3CB PPP3R2 PRAG1 PRB1 PRG4 PRRX1 PSD3 PSEN1 PTGS2 QSOX1 R3HCC1L RAN RBL1 RBP4 REEP5 RELL1 RFX7 RGS9 RHOBTB3 RIC3 RLN1 RNF185 RSPO3 RSRC1 RUNX1T1 RXRG SACM1L SEM1 SEPTIN7 SERPINB10 SERPINB3 SERPINB9 SERPINE2 SETDB2 SHROOM3 SLC22A25 SLC5A7 SMYD4 SNAP25 SNX12 SPATA6L SPECC1 STAP1 STX19 STXBP5L TAS2R14 TMED11P TMPRSS11B TNFRSF1B TRAP1 TRIP12 TSPAN8 UBR3 UGP2 UGT2A3 ULK1 USP54 VN1R17P VN1R4 VPS36 VPS54 VSTM2A XIRP2 XPO6 ZNF780A RAO_BOUND_BY_SALL4_ISOFORM_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAO_BOUND_BY_SALL4_ISOFORM_B ABCA4 ABCG2 ABLIM1 ACOT9 ACTBL2 ADAM23 ADAMTS6 ADAP1 AKAP1 ALDH3A2 ALMS1 ANAPC5 ANKRD10 ANKRD55 ANKRD6 ANLN ANXA11 AOX3P ARHGAP11A ARHGAP12 ARHGAP28 ARHGEF3 ARID5B ARL6IP5 ASB11 ASF1A ASPA ASRGL1 ASXL1 ATCAY ATF2 ATG10 ATOH1 B3GNT2 B3GNT5 BARD1 BBS4 BCAR1 BCL10 BIRC2 BLTP2 BMP4 BMPR2 BMT2 BRPF1 BTN2A2 C21orf62 C2CD5 C9orf153 C9orf40 CACNA2D1 CASK CASP3 CBX1 CBX5 CBX7 CCDC60 CCDC68 CCDC88A CCP110 CCT6B CD180 CD274 CD38 CD47 CD55 CD96 CDC7 CENPI CENPN CEP120 CER1 CFAP95 CGGBP1 CHIA CHMP4C CIPC CITED2 CKMT1B CLCN3 CLDN14 CLDN4 CLEC2D CLRN1 CMAS CNOT10 CNOT8 COL5A2 COL6A4P1 COPG2 COQ9 CPEB2 CR1L CREB3L2 CSRNP3 CST13P CTNNB1 CXCR4 CXorf38 DBF4 DCP1B DCTN6 DCUN1D3 DDX17 DEDD DENND6A DIPK2A DIS3L DMRT3 DMTN DNAH14 DNAJB6 DPH6 DPP10 DPPA4 DRAM2 DST EDC4 EDEM1 EDN2 EFCAB2 EFHB EFNB2 EIF1AX EIF5A ELMO1 EMB EMILIN2 ENTPD1 EPHA4 EPN2 ETF1 ETV5 EZH2 F13B FABP2 FAM107B FAM117B FAM120C FAM162A FAM204A FASTKD2 FBXO28 FBXO32 FBXW10 FCRL1 FEM1B FIGNL1 FKBP9 FOSL1 FOXD3 FUBP3 FUNDC2 FUT9 G2E3 G6PC2 GABPB1 GAD1 GAD2 GADD45A GAP43 GBP5 GCLM GDAP1 GDAP1L1 GDE1 GNRH1 GOLGA1 GOT1L1 GPBP1L1 GPC6 GPR152 GPR19 GRAP2 GRHL3 GRIPAP1 GSDMA GSTA2 GTF2I GUCA2A H1-5 H1-6 H2BC17 H3C12 H4C6 HABP4 HDAC9 HES1 HINT1 HLF HMGXB4 HOXA4 HOXB8 HS3ST3B1 HSD17B2 HUS1 IBTK ID2 IDUA IER2 IFNA4 IFNK IFT57 IGF2BP1 IL36G INA INAVA INO80 INO80B IPO5 IPO7 IQUB IRAG2 IRGM IST1 ITGA3 ITGA9 ITGB3BP ITPK1 IVNS1ABP KIF13A KIFC1 KIT KLF9 KLHL15 KLHL23 KLHL31 KNG1 KNL1 KRCC1 L3MBTL3 LAMC2 LBR LDB1 LEFTY1 LEFTY2 LHFPL6 LIPT1 LMNTD1 LMO3 LMO4 LPAR4 LRRC34 LRRCC1 LRRN2 LRRTM2 LRRTM3 LUZP1 LYPLA1 LYRM2 M1AP MAP3K5 MAP4K3 MAP7 MAP7D3 MARCHF6 MAT2B MBTD1 MCEE MCTS1 MEIS1 METTL17 MGAT3 MINDY3 MLH3 MLLT10 MLLT3 MLLT6 MMP11 MOAP1 MORF4L2 MPZL1 MRFAP1 MRPL11 MSC MTCL3 MTUS1 MYL12B NAA30 NAT1 NCK1 NCOR1 NDC1 NDUFA5 NDUFS1 NECTIN1 NEUROD1 NEUROG3 NFE2L1 NFE2L2 NID2 NKAIN3 NKIRAS2 NKX1-2 NLRP4 NODAL NOSTRIN NPM1 NPTN NPY1R NPY5R NQO2 NR1H3 NRSN1 NSD3 NSMAF OBSL1 OLIG3 OR10A5 OR2Y1 OR5AC1 OR5H1 OR5K4 OR5P2 OR5W2 OR7E24 OR7G2 OR8J3 OSBP OSBPL9 OSR2 OSTF1 OVOL2 PACSIN2 PALM3 PARD3 PAX6 PBLD PCCB PCLO PCNP PCYT1B PDLIM1 PEF1 PHIP PHTF2 PIF1 PIP4P2 PIPOX PITX2 PLA2G7 PLPP1 PML PNPLA8 PNRC2 PORCN POTEA POU5F1 PPIA PPIP5K2 PPP1R10 PPP1R15B PPP1R3B PPP2CA PPP3CC PRIMPOL PRLR PRR13 PRRC2A PSMD7 PSME4 PTCH2 PTMS PTPN12 PURA RAB18 RAI14 RB1CC1 RBBP7 RBFOX2 RBM14 RBM5 RBMXL1 RBPJ RBPMS RCAN1 RCBTB1 RCHY1 RCN1 REL REN RERG RFX4 RHBDD2 RHOF RIC8B RIF1 RIGI RMND1 RMND5A RNF125 RNF146 RO60 RP1L1 RPS12 RPS20 RTN1 RTN3 RTN4 RUSC2 SALL3 SALL4 SAMM50 SDCCAG8 SELENOH SELENOI SENP2 SEPSECS SERPINB6 SETD5 SFPQ SFRP1 SH3BP4 SHCBP1 SHISA2 SHOC2 SINHCAF SKAP2 SLC19A3 SLC25A3 SLC25A36 SLC27A2 SLC2A3 SLC3A2 SLC6A1 SLK SMAD7 SNX16 SNX5 SOCS5 SOX30 SP1 SP3 SPAG11B SPARCL1 SPIN1 SPINDOC SPINK2 SPINK6 SPP1 SPRED2 SPRY4 SPTA1 SPTBN1 SRGAP3 SRSF5 ST8SIA1 STEAP2 STK35 SULF1 SYPL2 TAFA4 TBC1D13 TBC1D9 TBL1XR1 TBX18 TCEA1 TCEAL8 TCF7L1 TEAD1 TEX36 TFAP2B TFDP2 TFPI TGIF1 TGM3 TIMP4 TLE3 TM9SF4 TMEM230 TMEM26 TMEM39A TMEM67 TMOD3 TMPRSS7 TNFRSF19 TOP3B TOR3A TRA2A TRH TRIM5 TRMT10A TSPAN9 TTLL4 TUBB2B TUBB3 UBE2B UBE2E3 UFM1 UGCG UGT1A4 UGT2B28 UPF3A UTP14C UTP4 VANGL1 VAV3 VCAN VCPKMT VDAC3 WAPL WNK1 WNT6 WSB1 WSB2 YAP1 YARS2 ZBTB2 ZBTB41 ZCRB1 ZFAND1 ZFAND6 ZFP37 ZFP64 ZIC3 ZNF175 ZNF189 ZNF219 ZNF28 ZNF428 ZNF706 ZNF781 ZNRF3 ZRANB1 ZSWIM1 ZW10 RASHI_NFKB1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_NFKB1_TARGETS BIRC3 BTG2 C19orf48P CSF1 CXCL3 DUSP16 DUSP6 IFNGR2 IRF1 LCN2 MAP3K8 MDM2 NFKB2 NFKBIA NFKBIB RELB TNFAIP3 TNIP1 RASHI_RESPONSE_TO_IONIZING_RADIATION_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_1 ADRB2 ATF3 CCDC186 CCT3 CDK4 COL15A1 CWC15 DNAJC17 DUSP1 EGR1 FOS FOXQ1 G0S2 GADD45A GSDME H2AC21 HNRNPLL HSD11B1 IER2 IER3 JUN LIN9 PAFAH1B2 PLXNA2 S100A1 SEC23A SERPINB6 SGK1 SLBP SLC23A3 SLC2A1 TIMM8A UTF1 VEGFA WDR74 WNT4 WWP2 ZAP70 ZFP36 RASHI_RESPONSE_TO_IONIZING_RADIATION_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_2 ACTA2 ALOX12 ANXA1 APAF1 ATF3 B4GALNT1 BAX BCL10 BIRC3 BTG1 BTG2 C19orf48P CAPN3 CD14 CDKN1A CEBPD CFTR CISH CLDN4 CLDN7 CSF1 CSRP2 CX3CL1 CXADR CXCL3 DENND2B DENND5A DSC2 DUSP16 DUSP6 EDN1 ERBB3 GAB1 GALC GJB5 GNA13 GNAI3 GPCPD1 HIPK2 HIVEP1 HIVEP2 HP ICAM1 IFNGR2 INPP5A IRF1 IRF6 JUNB KLF10 KLF4 KLF5 KLF6 KRT19 KRTAP6-3 LAMC2 LCN2 LGALS3 MAN2B1 MAP3K8 MAPKAPK2 MDM2 MGLL N4BP1 NFE2L1 NFE2L2 NFKB2 NFKBIA NFKBIB NFKBIZ NGF OCLN OR4E2 OSER1 PCGF2 PCP4L1 PDE4B PHLDA3 PKP3 PLK2 PLSCR1 PRSS23 PTPRA PVR RAB10 RAB5B RBMXL1 RBPJ RELA RELB RELL1 RHOU RLIM RNF19A RNF19B RNPS1 S100A13 SDHAF1 SINHCAF SLC11A2 SLC7A7 SNHG11 SOCS2 SOX4 SPOP SPRR1A SQSTM1 SRPRA STAT3 STXBP1 TACSTD2 TAGLN2 TCF25 TGFB2 TGIF1 THBS1 TIMP3 TNFAIP3 TNIP1 TRAF3 TRDC TRIB3 TUBB2A VPS37B WWTR1 ZWINT RASHI_RESPONSE_TO_IONIZING_RADIATION_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_3 ABCC1 ACTB ACVR2B AKAP8 APC AR CAND1 CREB1 CUEDC1 EIF4EBP2 EPS15 FAM136A FBRS FIGNL1 HOXA6 IGKC IHH IMPA2 MAPK8IP3 MICOS13 NFIX NINJ1 PCSK4 PDGFB PIAS3 POLR2A PRB1 ROGDI RSL1D1 SART3 SETD6 SFPQ SH2B1 SNW1 SPR TAF1C TNNI3 TRABD TULP1 UBAP2L UBE2H ULK1 USP19 WWC1 XRCC1 YLPM1 ZNF358 RASHI_RESPONSE_TO_IONIZING_RADIATION_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_4 ATP2A2 ATP4A BASP1 BBS9 BCL2L11 CA8 CPS1 DCTPP1 DNAAF5 DPAGT1 DYNLT2 E2F8 FAM114A2 FOXL1 GIMAP1 GMFG GPC4 HERC4 HLA-DOB HMGB2 HMGCS1 IFI16 IFIT3 IL27RA IL7R IRGM JPH3 KNOP1 LGALSL LIFR MFSD1 MTPN PLK4 PRKAR2A PYGB RAB7A RAD23B RGS19 RMC1 SEMA4D SF3A3 SOX2 SP100 SRP19 UBAP2L YWHAG ZAP70 ZNF300 RASHI_RESPONSE_TO_IONIZING_RADIATION_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_5 ACBD6 ADORA2A ANG ANP32A AP5S1 ATN1 ATP13A3 BCAS2 BMPR1A CASP8 CD180 CD93 CDC6 CFHR1 CHAF1B CHTF8 CIB1 CNOT6L COL13A1 COL14A1 CPOX CRK CSNK2A1 CYP2A6 CYTH3 DAB2IP DDX41 DEAF1 DLAT DNAJB2 DNAJB4 DNAJC5 DNMT3A DPPA4 DPT DSG2 EEF1A2 EIF2AK2 EMCN EPB41 EPHA4 ERI2 ESYT3 ETFBKMT EVI5 EXOSC8 F2RL1 F5 F7 FAM118B FAM53A FASTK FRAT1 GADD45G GALT GAS7 GIPC2 GPR33 GRB10 GSTM1 HERC2 HMGCL HSDL2 IGLL1 INHBA INHBC INVS IQGAP3 KCNJ8 KLF13 KRT12 KSR1 LARP7 LLGL2 MAP3K4 MAP3K7 MAP4K4 MRPL17 NAA40 NACC2 NCOA2 NFIA NFIX P4HB PAK3 PALM2AKAP2 PAX1 PCSK5 PDE8A PELO PEX5 PIK3R1 PLK1 PPP1R3C PREPL PRICKLE4 PRLR R3HDM1 RAP2B RCC1 RNF7 RPS5 RXYLT1 SERPINB9 SERPINE1 SH3BP5 SH3GL3 SHMT1 SLMAP SMARCC1 SMR3B SNX17 SPATA6 STC2 SURF6 TAF1B TCF20 TDO2 TFAP2A THBS2 TMEM170A TMEM229B TOMM34 TXNRD2 UCHL5 URM1 USP7 VAMP2 VHL WDR75 ZBTB14 ZBTB47 ZFP30 ZNF787 RASHI_RESPONSE_TO_IONIZING_RADIATION_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RASHI_RESPONSE_TO_IONIZING_RADIATION_6 ACIN1 ADH1C ALDOA ALDOC ASH1L BAG6 BMAL1 BRD1 BRIX1 C9orf40 CCL15 CCL5 CCL8 CCNJ CCR2 CD48 CD79B CFP CSF2RA CUL2 CXCL13 CXCL9 CXCR4 DDX18 DDX52 EIF4EBP2 EMP3 EVI2A FAS FCGR2B FERMT3 FMNL1 GBP2 GRK2 HHEX HTR1D IFIT1B IGHG1 IGHM IGHV1-18 IGHV1-45 IGHV1-46 IGHV1-58 IGHV2-26 IGHV3-66 IGKV1-37 IGKV1D-33 IGKV1D-43 IGKV2D-30 IGKV4-1 IGKV5-2 IGLC1 IGLV4-69 IKZF1 IL18R1 IL1R2 INCENP KNG1 LAPTM5 LYZ MAZ MBTD1 MIR142 MRPL41 MS4A1 MSC NONO PDE7A PIP4K2A PLEKHO1 PSMB9 PTP4A3 PTPRC RAD51AP1 RHOH RNASE1 RNF38 RRP7A S100A8 S100A9 SAA3P SAAL1 SEC61A2 SELPLG SLC38A4 SLC66A3 SLFN12L SLPI SUGT1 TCF25 TMEM70 TYROBP UBD UNC93B1 ZCCHC3 ZNF653 ZNF688 RATTENBACHER_BOUND_BY_CELF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RATTENBACHER_BOUND_BY_CELF1 ABAT ABHD14B ABO ACSL6 ACTR1B ADAM28 ADAMDEC1 ADGRD2 ADRA2A AFF2 AFF4 AGFG2 AK7 AKIRIN1 AKT3 ALDH18A1 ANKMY1 ANLN APLP2 APPL1 ARMCX1 ASPHD2 ATF1 ATP6V0D1 ATP6V1C1 ATP6V1F AURKB B3GNTL1 BBS1 BID BMP1 BOC BRINP1 BSN-DT BTF3L4 BUD13-DT C15orf40 C19orf44 C1GALT1 C21orf62 C5orf63 CACFD1 CACNB2 CAMK2N2 CAMSAP1 CAVIN2 CBX3 CCDC15 CCM2L CCR1 CD9 CD93 CDK11B CDK12 CEACAM6 CEBPE CEBPG CELF2 CEP70 CER1 CERS5 CFAP54 CFL2 CHAD CHD9 CHMP4B CHRM1 CHRNA2 CIB1 CISD2 CIZ1 CKS1B CLDN6 CLEC7A CLYBL CNN3-DT CNTNAP1 CNTNAP5 COL6A1 COQ8B CPAMD8 CPSF6 CRACDL CROCCP2 CSF1R CSH1 CSNK1E CSPP1 CSTF3 CTAG1B CUL4B CXCR4 CYP2D7 CYTOR DCP2 DCT DDX17 DDX3Y DDX54 DMC1 DMXL1 DOCK9 DPH3 DUS2 DUXAP8 EDDM3A EFR3B ENPP1 ENPP6 ENSG00000225420 ENSG00000260832 ENSG00000270174 ENSG00000291006 EPDR1 EPHA4 ERN1 ESRP1 F7 FAM135B FAM13B FAM169A FAM171A1 FAM181B FAM217B FAM83B FAM83H FAM99A FBP1 FBXL2 FGL2 FHAD1 FIGN FMNL2 FNDC3B FOSL2 FOXD2-AS1 FPR2 FRS3 FRYL GALC GALR3 GARS1-DT GCDH GDF11 GGT7 GID4 GLCCI1 GM2A GOLGA3 GOLGA6GP GPN2 GPR199P GPRIN1 GRN GSN GTF2H1 GTPBP1 H2AC18 H2BC10 HDC HEATR3 HERC5 HGSNAT HIF1AN HMOX1 HNRNPA3 HNRNPD-DT HTN1 HUS1 HUWE1 HYDIN IER2 IFNAR2 IFT80 IKZF1 IKZF4 IL10RB-DT IL11 ILRUN INF2 INSYN1-AS1 IPMK ITGA7 JUNB JUND KAT8 KBTBD6 KBTBD7 KCNB1 KDM6A KIAA1143 KIAA1217 KIF17 KIR2DS4 KLK10 KMT2A KRT72 L3MBTL4 LALBA LAMTOR1 LAT LATS1 LDLRAD4 LILRA1 LINC00261 LINC00582 LINC00664 LINC00869 LINC01016 LINC01431 LINC02239 LINC02287 LINC02380 LIX1 LKAAEAR1 LMO4 LNCATV LNPEP LOC105376805 LOC401442 LPP LRRC8A LSM7 LTB MAD2L2 MAP3K13 MAP3K2 MAP4K5 MARCHF1 MARCHF5 MARS1 MBP MCC MCL1 MCM8 METTL6 MIR3142HG MIR99AHG MLEC MMP16 MOV10 MRGPRX2 MSI2 MSRA MTF2 MTFR1 MTURN MUC12-AS1 MXRA7 MYD88 MYL4 MYO5C NAA16 NACC2 NAPEPLD NAV3 NBEA NBPF11 NDUFA11 NDUFS2 NFASC NKAIN3 NLGN4X NOVA1 NPNT NSD1 NUDT12 NUMA1 NUP62CL NUP98 OGA OIT3 ONECUT1 OR2B4P ORMDL1 OVOL1 PADI1 PAGE5 PAK3 PALM2AKAP2 PARPBP PCDHGC5 PDZD8 PENK PGD PIEZO2 PIGF PIGG PIH1D2 PLEC PLIN4 PLXNA2 POM121L12 PPARGC1B PPIC PPIL4 PPP1R35 PPP3CB-AS1 PRDM16 PRIM2 PRPF38B PRPF8 PSMF1 PSMG4 PTGR3 PTPRE PTPRN2 RAB1A RABAC1 RABGAP1 RABL2B RANBP6 RAP2A RFESD RFFL RFX1 RGL3 RGS3 RIF1 RIMS1 RNF138 RNF170 RPL31P46 RPS28 RPS7 RREB1 RRP1 RSPH14 RTP3 RUNX1T1 SALL4 SAP18 SCN8A SEC16B SEC23B SEL1L2 SERPINE2 SH3TC1 SIAH1 SKIL SLC15A3 SLC15A4 SLC1A2 SLC25A30 SLC25A36 SLC25A44 SLC26A5-AS1 SLC28A3 SLC35F6 SLC38A11 SLC41A1 SLC4A11 SLC6A2 SLC7A6OS SLMAP SMAD3-DT SMARCA2 SMARCD1 SMCO4 SMIM31 SMIM7 SMOX SNED1 SNHG3 SNU13 SOCS4 SOS1 SOX13 SP100 SPATS2 SPATS2L SPEN-AS1 SPRR1A SPRYD4 SREK1 SRGAP3 SSR1 ST13 STEAP1B STEEP1 STIM1 STOML1 STON1 STON2 STRIP1 STRN STX12 SUDS3 SYT17 TAT TBC1D16 TBC1D24 TBL1X TBX21 TCAF1 TET2 TEX36-AS1 TGIF2LX TGM4 THEM4 TIMM17B TM4SF4 TMC5 TMCO1 TNFRSF9 TP63 TRAF3IP2-AS1 TRAF3IP3 TRIM6 TRPM8 TRUB1 TTC17 TTC38 TUBA1C TUBGCP6 TULP4 UBE2C UBE2D1 UBE2W UFM1 UNC13A UQCR10 USH1G USP30 VAMP2 VCPKMT VXN WBP4 WDR1 WDR59 WDR83OS WIPI2 XG YIPF5 ZCCHC10 ZDHHC17 ZFPL1 ZNF117 ZNF276 ZNF560 ZNF573 ZNF678 ZNF84 ZNF891 ZSCAN5A-AS1 RAY_ALZHEIMERS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_ALZHEIMERS_DISEASE CCL15 CCL18 CCL5 CCL7 CSF1 CSF3 CXCL8 EGF GDNF IL11 IL1A IL3 TNF RAY_TARGETS_OF_P210_BCR_ABL_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_TARGETS_OF_P210_BCR_ABL_FUSION_DN AIF1 CYB5B FUT4 GGT1 IGFBP7 KCNAB2 MX2 MYB PAK1 PTPRCAP RGS19 SATB1 SNRPN SRGN TUBGCP3 RAY_TARGETS_OF_P210_BCR_ABL_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_TARGETS_OF_P210_BCR_ABL_FUSION_UP CTNNA1 GAGE12F GAGE12G H2AC20 HOXB2 KLF1 NUP214 PDLIM5 PIM1 PLIN2 PRPF4B RAPGEF2 RRAS2 SEPTIN8 SOX5 TUSC3 RAY_TUMORIGENESIS_BY_ERBB2_CDC25A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_TUMORIGENESIS_BY_ERBB2_CDC25A_DN ACAD9 ACBD5 ACSL1 ADIPOQ AFAP1L1 AGO1 AGO4 AIFM2 AK2 ALCAM AMY2A AOC3 ARFRP1 ARHGEF3 ARHGEF6 ASIC1 ATP5IF1 BACH2 BBOX1 BDH1 BLNK BSDC1 BSPRY BTG1 C11orf54 C5AR2 CA3 CACFD1 CASZ1 CAVIN1 CBX7 CCDC28B CDC40 CDC42EP3 CDHR1 CDO1 CDS2 CES1 CFAP410 CFB CFD CFLAR CHMP4B CHN2 CIDEC CITED4 CLSTN1 COX8BP CPT2 CRIP2 CRY2 CST3 CUTALP CXCL12 DAAM1 DDHD2 DDI2 DDO DDOST DEDD2 DHDDS DHRS1 DNAJC8 DPH2 DUOXA1 DUSP16 EBNA1BP2 EFHD1 EIF4E3 EIF4G3 ELOVL1 EMC1 ENAH ENHO ENTPD2 EPB41 EPB41L1 EPC2 EPHA2 ERRFI1 FABP4 FAM13A FAM20A FAM76A FEM1C FHIP1A FOSL2 FOXRED2 FUCA1 G0S2 GABPB1 GALNT12 GAREM1 GBP6 GDPD1 GDPD3 GGT6 GLCCI1 GOLGA2 GPC4 GRID2 GRK2 GRTP1 HERPUD1 HEY1 HP1BP3 HSPH1 IFIH1 INPP5B IQCC IRAK2 ITM2B ITM2C KDF1 KIF5C KLF15 KLHDC7A KLHL26 KPNA6 LALBA LDLRAD3 LENG9 LHFPL6 LIN7C LRRC1 LRRC42 LTBP2 LY6D LYPLA2 MADD MAPK8IP1 MBP MGA MIB1 MICOS10 MINDY2 MKNK2 MLLT3 MMACHC MRTO4 MTFR1L MUL1 NCOA3 NDUFS5 NECAP2 NFIC NHSL3 NMNAT1 NNMT NOTCH1 OAS2 PADI2 PAQR7 PCDHB15 PEF1 PELI2 PER2 PHACTR1 PHYH PINK1 PKN2 PLB1 PLEKHF1 PLIN4 PM20D1 PPCS PPFIBP2 PPM1B PPM1K PPM1L PPP1R8 PRDX6 PRICKLE2 PROSER2 PRPF38A PSMB2 PUM1 RABEP2 RBM39 RBP4 RCC2 REEP5 RETNLB RHOU RIGI RIMS3 RORC RPA2 RPL22 RPS6KA1 RRAGC RSAD2 RXRA S100PBP SAMHD1 SAP30 SCARF1 SCP2 SCRG1 SDC2 SELENOI SERINC3 SETD5 SGCB SH3BP5 SKI SLC16A6 SLC22A4 SLC23A2 SLC25A29 SLC6A2 SLC7A10 SMAD3 SMCR8 SMIM12 SMOC2 SNCG SP100 SP110 SPINT2 SRSF4 SULT1A1 SURF4 SVBP SYCE1 SYT13 TAB2 TCF12 TCF4 THAP3 THBS4 TMEM182 TMEM35B TMEM54 TMEM59 TMEM82 TMTC2 TNNT3 TOB1 TOB2 TOR3A TP53INP1 TRAF1 TRIM24 TSC22D3 TSPAN7 TTC9 TXLNA TXNIP UBE4B UPF2 UQCRH URM1 UROD USP20 USP48 VDR VPREB1 WFDC21P ZBTB40 ZBTB43 ZBTB8OS ZFYVE9 ZMPSTE24 ZNF395 ZNF770 RAY_TUMORIGENESIS_BY_ERBB2_CDC25A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RAY_TUMORIGENESIS_BY_ERBB2_CDC25A_UP A2M ABCA2 ABCA3 ABHD3 ACVR1 ADAM19 AKNAD1 AKR1C4 ALDH1A3 ALOX5AP AMDHD2 ANGPT2 ANKRD2 APOM APOO AQP8 ARF3 ARHGAP19 ARHGEF17 ARHGEF28 ATF6 ATP11B ATP1B2 B3GNTL1 BIRC7 BRCA2 C14orf132 C18orf54 C2 CAAP1 CABCOCO1 CCN5 CCNB2 CCND2 CCSER2 CD200 CD36 CDC26 CDHR5 CELSR2 CENPA CENPK CFAP251 CHD3 CHIA CHRNA10 CIP2A CKS1B CLCA3P CORO2B CPT1B CREB3L4 CREB5 CTSC CUX1 DCAF12L2 DEFB106A DLGAP5 DMTN DNASE2 DTL DTX1 ECT2 EDEM1 EFHC1 ELF4 EMB ERMARD EXOSC7 FAIM2 FAM162A FDX1 FKRP GALR3 GGA3 GLIPR1 GLYCAM1 GMNN GNMT GRM5 GSTO1 GTSF1 HELLS HINT1 HNRNPA2B1 HS3ST3A1 HS3ST3B1 ICA1L ICOS ID1 ILF2 INPP5D ITIH5 JPT2 KHDRBS3 KIF20A KIF22 KREMEN1 KRTAP6-3 KRTDAP LCE1A LDAF1 LRRC28 LRRC71 MAPK6 MATN2 MCM7 MED23 MFSD13B MGARP MIA MKI67 MKLN1 MRPL35 MYG1 NABP1 NAT8B NBEA NCAM1 NCOA3 NEK1 NFIA NHLH1 NID2 NKAIN3 NUP42 ODAPH OR13C8 OR1F12P OR1P1 OR2J1 OR4C15 OR4C6 OR52E2 OR7G2 OSBPL1A P2RY2 PERM1 PGLYRP1 PIP4P1 PKDCC PLA2G2C PLA2G2E PLAGL2 PLSCR1 PPM1A PPP2R5E PRIM1 PROK1 PROP1 PRPF4 PTK2B RAB4B RARG RBP1 RBP7 RCOR1 RHOG RNASE1 RNF128 RPL11 RPL22L1 RRAGD SCD SEMA3D SHCBP1 SIX1 SLC15A1 SLC39A8 SLC5A8 SLIT2 SNHG11 SPATA19 SPDEF SPESP1 SRSF4 ST6GALNAC2 ST8SIA6 SYBU SYCE2 SYCN TANC2 TCEAL3 TM7SF2 TMCO5A TMIGD3 TNFRSF10B TNFSF13 TNPO3 TNRC6B TPRA1 TPST2 TRIM45 TRPV4 TSPAN17 TSPO2 UPK1A VN1R17P VPREB3 VWC2 WNT10A WSCD1 ZBED5 ZBTB45 REICHERT_G1S_REGULATORS_AS_PI3K_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REICHERT_G1S_REGULATORS_AS_PI3K_TARGETS CCNA2 CCND2 CCNE2 CDC25A CDC25C CDK2 CDKN1A SKP2 REICHERT_MITOSIS_LIN9_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REICHERT_MITOSIS_LIN9_TARGETS ANAPC1 ASPM AURKA CALD1 CCNB1 CCNF CDCA2 CDK11B CENPA CENPE CENPF CEP55 FBXO5 HMGB2 HMMR KIF20A KIF23 KIF2C KNL1 LMLN MKI67 MYO6 NCAPD2 NUSAP1 PLK1 TOP2A VCPIP1 REN_ALVEOLAR_RHABDOMYOSARCOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REN_ALVEOLAR_RHABDOMYOSARCOMA_DN ABHD5 ACADVL ACSL4 ACTN1 ACTN4 ACTR2 ADAM10 ADAM9 ADAMTS2 ALG5 AMMECR1 ANO10 ANXA1 ANXA2 ANXA5 ANXA7 AP1S1 AP2M1 AP2S1 APLP2 ARF1 ARF4 ARHGDIA ARL4C ARPC1B ARPC3 ARPC5 ARSJ ASAP1 ATG3 ATG5 ATOX1 ATP10A ATP10D ATP6AP1 ATP6AP2 ATP6V0D1 ATP6V0E1 AVPI1 AXL B4GALT1 BACE1 BAG3 BCAP31 BDNF BMP1 C1GALT1C1 C1S CALU CAP1 CAPG CAPZB CASP4 CAST CAT CAV1 CAV2 CAVIN1 CBR1 CCN1 CCN2 CCND1 CCPG1 CD151 CD248 CD81 CDR2 CEMIP CHMP2B CHPF2 CLIC1 CLIC4 CLIP1 CLTA CLTB CLU CMTM6 CNN2 COL1A1 COL5A1 COL5A2 COL6A1 COL6A2 COL8A1 COL8A2 COPB2 COPZ2 COQ10B CORO1B CREB3L1 CREB3L2 CST3 CSTB CTSB CTTN CUL4B DAB2 DCBLD2 DOK1 DOK4 DPYSL3 DRAM1 DUSP1 DUSP14 DYNLT3 EBP ECM1 EDIL3 EFEMP1 EFEMP2 EGFR EHD1 ELF3 ELF4 ELK3 ELL2 ELOVL1 ELOVL5 EMP1 ENDOD1 ENG EOGT EPAS1 EPHX1 ERP29 EXT1 FAP FBLN5 FBN1 FEZ1 FGF2 FHL2 FKBP10 FKBP11 FKBP14 FN1 FNDC3B FSTL1 FSTL3 FTSJ1 FXYD5 FZD1 FZD2 GABARAPL1 GALNT1 GAS6 GFPT1 GJA1 GLIPR1 GLRX GMDS GNAI2 GNG12 GNS GORASP2 GPR176 GRAMD2B GRN GRSF1 GSN GSTO1 GULP1 HEBP2 HEXB HSPA13 HTRA1 ID3 IDH1 IDS IFT20 IGFBP3 IGFBP6 IGFBP7 IL10RB IL13RA1 INHBA IQGAP1 IRAK1 ITGA5 ITGAV ITGBL1 JAK1 KDELR3 KLF2 KLF6 LAMA4 LAMC1 LAMP1 LAMP2 LBH LEPROT LGALS3BP LGALS8 LIMA1 LMAN1 LOX LOXL1 LOXL2 LPAR1 LPP LRP1 LRRC59 LXN LY6E MAN2A1 MAN2B2 MBNL1 MCFD2 MCTS1 MCUB MFGE8 MFSD1 MMP14 MMP2 MRC2 MSN MTMR6 MXRA7 MYH9 MYLK MYO1B NANS NDEL1 NDST1 NECAP2 NEU1 NGF NNMT NPDC1 NPTN NQO1 NQO2 NRG1 NRP1 NSMAF NT5E NTAN1 NUCB1 NUCB2 OSBPL3 OSMR OSTM1 P3H1 P3H3 P4HA1 P4HB PAM PAPSS1 PAPSS2 PARVA PCOLCE PDCD6 PDGFC PDGFRA PDGFRB PDLIM2 PDLIM5 PDXK PEA15 PGRMC1 PITPNA PKD2 PLAT PLAU PLAUR PLEKHB2 PLOD1 PLPP3 PLS3 PLSCR3 PPIC PRAF2 PRDX4 PRKCA PRKD1 PRPS2 PRR13 PRRX2 PSMD9 PTEN PTGES PTPN13 PTX3 PXDC1 QPCT QSOX1 RAB11FIP5 RAB1A RAB21 RAB23 RAB31 RAB32 RAB5C RABAC1 RAC1 RAI14 RAP1B RCN3 REEP5 RFTN1 RHBDF1 RHOA RHOC RRAGC RRAS RRBP1 S100A10 S100A13 S100A6 SCARA3 SCP2 SCPEP1 SEC24A SEC24D SEC61B SEMA3C SERP1 SERPINE2 SFXN3 SH3BGRL3 SIDT2 SKAP2 SLC10A3 SLC25A1 SLC25A32 SLC33A1 SLC35A2 SLC39A14 SLC39A6 SMAD3 SMAD7 SMTN SMURF2 SNAP23 SNX2 SNX7 SPAG9 SPHK1 SQOR SRPX2 SSH1 STAT6 STEAP1 STK39 STX12 STX7 SWAP70 TAGLN2 TAPBP TFE3 TFPI2 TGFB1 TGFB1I1 TGFBI TGFBR2 THBS1 THBS2 TIMP1 TIMP2 TLN1 TM4SF1 TMED3 TMED5 TMEM165 TMEM184B TMEM43 TMEM45A TMEM50A TMEM59 TMEM9B TMOD3 TNFRSF11B TNFRSF12A TNFRSF1A TPBG TPGS2 TPM4 TPP1 TPST1 TPST2 TRAM2 TSPAN4 TSPO TUSC3 TVP23B TWIST1 TXNDC5 UAP1 UBE2A UCK2 UGDH VAMP3 VAT1 VCAN VDR VEGFC VKORC1 VOPP1 WDR1 WDR45 WIPI1 WLS XYLT1 YIPF5 YIPF6 YKT6 ZYX REN_ALVEOLAR_RHABDOMYOSARCOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REN_ALVEOLAR_RHABDOMYOSARCOMA_UP AGPAT5 ALPK3 ARPP21 ASXL2 ATP2A1 ATP2A3 BIN1 CACNA2D2 CASQ2 CDH15 CDKN1C CEBPA CELF2 CHD7 CHRNB1 CHRND CLCN5 CNR1 COBL CYFIP2 DCX DES DIO2 DMPK ENO3 ERBB3 EYA1 EYA2 FGF9 FGFR4 FOXN3 GNAS HEY1 IGF2 IGSF3 ITM2A JAG2 KCNN3 MAB21L1 MEOX1 MYCL MYCN MYL11 MYOD1 MYOG NCALD NCAM1 NCOA1 NDRG2 NES NHLH1 NRCAM PCDH17 PCMTD2 PDE2A PIPOX PKIA PKP4 PLXNC1 POGZ POPDC3 POU4F1 PPP1R16B PTBP2 RAPSN RASSF4 RBM38 RNGTT RPL31 RRAGD RTN2 RYR1 SCN3B SEMA6A SGCA SIK1 SIRT2 SIX1 SLC24A3 SOX11 SPINT2 SRSF7 SYNE2 SYNPO2L TFAP2B TGIF2 TMOD1 TNNC1 TNNI1 TNNI2 TNNT2 TNNT3 TPPP3 TSPAN12 TUBB2B VWF ZBTB18 ZNF106 ZNF536 REN_BOUND_BY_E2F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REN_BOUND_BY_E2F BARD1 BRD2 BUB3 CBX5 CCNA2 CDC25A CDC6 CDK1 CDK2 CENPA CENPE CHEK1 CKS1BP7 CSTF1 DBF4 DUT E2F2 E2F3 FEN1 H2AC18 H2AC6 H2AX H2AZ1 H2BC21 H3C4 HLTF HMGB1 HMGB3 MAD2L1 MCM3 MCM5 MCM6 MLH1 MSH2 NAP1L4 NDC80 ORC1 PCNA POLA1 POLA2 POLD1 PRIM2 PRKDC PTTG1 RAD51 RAD54L RB1 RBL1 RFC2 RFC3 RFC4 RPA3 RRM1 SMC2 SMC4 SUPT4H1 TK1 TOP2A TP53 TTK UMPS UNG REN_MIF_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REN_MIF_TARGETS_DN CXCL8 FGF5 RAB4A RELB TDO2 RHEIN_ALL_GLUCOCORTICOID_THERAPY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RHEIN_ALL_GLUCOCORTICOID_THERAPY_DN ACAA2 ACADM ACAT1 ADA ADGRA3 ADSL AHCY AHCYL1 AK2 AKAP12 AKR1A1 ALDH5A1 ALDH6A1 ANP32A ANP32B ANP32E APEX1 APOBEC3G ARMCX1 ARPC5L ASAP2 ATIC ATP5F1C ATP5MC3 ATP5MG ATP5PF ATP9A ATRX ATXN10 BARD1 BCAP31 BCCIP BCL2 BHLHE40 BIRC5 BLMH BLNK BUB1B BZW2 C1QBP C1orf54 CACYBP CALM1 CANX CAT CCDC90B CCNB2 CCND3 CCNG1 CCT3 CCT6A CCT7 CCT8 CD34 CD9 CD99 CDC25A CDK1 CDK4 CENPN CENPU CEP55 CEP57 CEP68 CETN2 CFAP298 CFDP1 CHCHD3 CHEK1 CITED2 CKS1B CKS2 CLNS1A CNBP CNPY2 COPS6 COX11 CPNE3 CREB1 CSNK2B CSRP2 CTBP1 CYB5A CYFIP1 CYTL1 DAD1 DARS1 DCTD DHFR DIMT1 DNTT DPH5 DPYSL2 DTL DUSP6 DUT DYNLL1 DYRK2 E2F8 ECI2 ECT2 EGR1 EGR3 EHBP1 EID1 ELAVL1 EMP1 ENO1 EPRS1 ERG ESD ETFA FABP5 FBL FHL1 FLI1 FOS FOSB FRMD4B FXR1 GAPDH GBE1 GCSH GDI2 GGCT GGH GIMAP6 GINS2 GLO1 GMNN GMPS GNAI1 GOT2 GPI GPM6B GPX7 H3C10 H3C4 HACD1 HADH HAUS4 HDDC2 HEBP1 HMGA1 HMGB3 HMGN2 HMGN4 HMMR HNRNPA0 HNRNPA3 HNRNPA3P1 HNRNPC HPRT1 HPS4 HSP90AB1 HSPA8 HSPB1 IARS2 IDH2 IGFBP7 IGLL1 IMPDH2 ING2 INTS8 IPO7 ISOC1 ITGB3BP IVNS1ABP JADE3 JUN KCTD3 KDELR2 KIF11 KIF15 KLF4 LAPTM4B LAT2 LDHA LDHB LINC00342 LRIG1 LRPPRC LSM4 LSM5 LTA4H LXN MAD2L1 MAGED1 MARCKSL1 MCM2 MCM4 MCM5 MCM6 MCTS1 MDH1 ME2 MEF2C MELK MEST METAP2 METTL5 MIF MIS18A MLLT11 MME MPP1 MRC1 MRPL3 MRPS33 MRPS35 MTHFD1 MYB MYH10 MYO18A MYO5C NAP1L1 NASP NCAPG NDUFA10 NDUFA8 NDUFB5 NEK4 NELFE NHP2 NME1 NPM1 NREP NSD2 NUCB2 NUDT1 NUP37 NUSAP1 OLA1 OXCT1 PAICS PAK2 PARK7 PCCA PCCB PCLAF PCMT1 PCNA PDCD2 PDIA6 PDLIM1 PFKM PGD PGK1 PHYH PIGP PIN4 PKD2 POLE2 PPA1 PPIA PRC1 PRDX1 PRDX3 PRDX4 PRDX6 PRIM1 PRKCH PRKDC PRMT1 PRORP PRPS2 PRPSAP1 PSIP1 PSMA6 PSMB2 PSMB8 PSMB9 PSMD10 PSMD14 PSMG1 PTGDR PTTG1 PXDN RAB13 RACGAP1 RAD51 RAD51AP1 RBBP4 RBM8A RBMX RCAN1 RFC4 RGCC RHOA RPA1 RPL22 RPL23 RPL3 RPL31 RPLP0 RPP40 RRM1 RRM2 RSL1D1 RSU1 RTCA RTN3 SAP18 SCCPDH SCHIP1 SCP2 SDHC SEPTIN11 SERBP1 SERPINE1 SET SH3BGRL SHCBP1 SHMT2 SKIC8 SLC35E3 SLC5A3 SMC1A SMC2 SMS SNRPD2 SNRPD3 SNRPE SORD SPARC SPCS2 SPTSSA SSBP1 SSBP2 SSR1 SSRP1 ST13 STK32B STMN1 STOML2 TALDO1 TBC1D4 TBCA TCEAL4 TCF12 TCFL5 THOC7 TKT TMEM135 TMEM14A TMEM97 TOP2A TPGS2 TPI1 TRMT5 TTK TUBA1A TUBA1B TUBA1C TUBB TUFM TYMS U2 UBE2L6 UGP2 UNG UQCRC2 VDAC1 VPREB1 VRK1 WASF1 ZFAND1 ZWINT RHEIN_ALL_GLUCOCORTICOID_THERAPY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RHEIN_ALL_GLUCOCORTICOID_THERAPY_UP ABCA1 ADAM28 AHNAK ALAS2 ANKRD11 AREG ASAH1 BIRC3 C15orf39 CA1 CD55 CEBPB CH25H CHPT1 CREM CRYBG1 CSTA CXCL8 CYTIP DDX17 DDX39B DEFA1 DEFA4 DIDO1 DUSP4 DUSP5 EZR FOSL2 G0S2 GABARAPL1 GABPB1-IT1 GLIPR1 GLUL GPR18 GPR183 GPR65 GRK5 GTPBP1 IDS IFNGR1 IL13RA1 IL1R2 IQSEC1 ITGAM ITPR3 KLF9 KLHL2 LTF LY86 LY96 LYZ MAP3K8 MAX MFN1 MIR22HG MNDA MS4A1 NOTCH2 NR4A2 P2RX5 P2RY10 PELI1 PTPRC RGS13 RGS2 S100A8 SEL1L3 SLC7A5 SWAP70 TCF25 TXNIP USP36 VNN2 ZNF165 ZNF331 ZNF571 RHODES_CANCER_META_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RHODES_CANCER_META_SIGNATURE ACLY AHCY CANX CBX3 CCT4 CCT5 CDK1 CDKN3 CKS2 COL1A2 COPB2 CRIP2 DVL3 E2F5 EIF4A3 FAP G3BP1 GFUS HDAC1 HNRNPA2B1 HSP90B1 HSPD1 HSPE1 IARS1 IFNGR2 ILF2 KDELR2 KPNA2 LDHA MANF MCM3 MMP9 MRPL3 MRPS12 MTHFD2 NCBP2 NME1 NONO NUP205 OGT PAFAH1B3 PAICS PCLAF PLK1 PPP2R5C PRDX4 PSMC4 PSME2 PTMA RBM4 RFC4 SDHC SMARCA4 SNRPE SNRPF SOX4 SSBP1 SSR1 TARS1 TGIF1 TOP2A TPX2 TRAF4 TUBB UBE2S RHODES_UNDIFFERENTIATED_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RHODES_UNDIFFERENTIATED_CANCER ADRM1 BIRC5 CCNA2 CCNB1 CCT6A CDC20 CDC6 CDK1 CDKN3 CEBPG CENPA CKS1B CKS2 COL1A2 CTSL CXCL9 DLGAP5 DPM1 EIF2S2 EZH2 FOXM1 GARS1 GAS6 GCLM GGH GPSM2 H2AX H2AZ1 HMGB2 IFI30 ILF2 KIF14 KIF23 KIF2C KPNA2 MAD2L1 MCM2 MCM3 MCM6 MELK MTHFD2 MYBL2 NCAPD2 NCAPH NME1 NUDT1 PCLAF PCNA POLR2K PRDX4 PSMB7 PSMD14 PSMD2 RAD21 RFC4 RPA3 SEC61B SLC16A1 SLC7A5 SSBP1 TAP1 TMSB10 TOP2A TRIP13 TUBB TUBB4A UBE2C UBE2S YBX1 RICKMAN_HEAD_AND_NECK_CANCER_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_A ADAM23 ADD2 ADGRE1 AFAP1-AS1 ANKRD6 ARNT2 AS3MT BCL2 CD200 CECR2 CENPV CLDN10 CLDN11 CLDN3 COL22A1 COL9A2 COL9A3 CRABP1 CRACD CXCL5 CYP24A1 CYP4X1 DAPL1 DLX1 DLX2 DMD EDAR ERP27 FABP6 FDCSP FGF19 FRAS1 FRZB GABRP GARIN5A GPC4 GPR158 GPR27 HOXD13 HPGD HSPD1 IL13RA2 IL17RD LAMA1 LEMD1 LGR5 LGR6 LIFR LINC02984 LOC105379499 LSAMP LTO1 MAP7D2 MOXD1 MYB MYCN NLGN4X NLRP7 NPTX2 NRCAM OCA2 ODAM OLFM1 PABPC4L PARM1 PCDHB2 PCOLCE2 PEG10 PENK PLCB4 PON3 POU2AF3 PPFIA1 PRAME PRRX1 PTX3 RASGEF1A RBP7 RNF150 RSPO3 SBSPON SELE SFRP1 SHISA2 SLC35F3 SOSTDC1 SPIB STAR STXBP6 SVIP SYNPO2 SYT13 TCIM TMEM108 TMSB15A TNFRSF11B TSPAN2 TSPAN8 TSPYL5 UCHL1 VASH2 ZIC2 ZNF483 ZNF704 ZNF711 RICKMAN_HEAD_AND_NECK_CANCER_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_B ARHGEF26 BBOX1 BCHE BEX1 CALML5 CCDC144NL-AS1 CDKN2A CDKN2B CLIC6 CNTNAP2 COCH COL11A1 COL21A1 COMP CSAG3 CT45A3 DANT2 EIF1AY ELF5 EYA4 GAGE1 GPC3 GTSF1 HLA-DQA1 HPS3 IGSF11 LINC01614 LRRC17 MAGEA10 MAGEA11 MAGEA2 MAGEA4 MAGEA9 MFAP5 MIR1245A MUC15 NLRP2 NRN1 NRXN3 OGN OMD PLAAT1 PNMA8A PRSS21 PTH2R SFRP4 SOST SPESP1 SYT1 TP53TG3 TXLNGY UGT8 USP9Y ZIC1 ZNF738 RICKMAN_HEAD_AND_NECK_CANCER_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_C ABCA12 ADGRF4 AIM2 ALOX12B AMDHD1 AMFR ARL14 ASPRV1 CALB1 CALB2 CCNA1 CDA CDSN CNGB1 CNTN1 COL4A6 CPT1A CRCT1 CT69 CWH43 CXCL11 CYP27B1 DEFB4A DKK1 DNAH17 DSC1 DSC2 DSG1 ENSG00000260581 ENSG00000288062 ERAP2 EREG ESRG FABP4 FAM83A FLRT2 FLRT3 GAL GPR39 H2BC4 H4C8 HCG4 HLA-DRB4 HMGA2 HORMAD1 HOXA9 HSD17B2 IGFL1 IL12RB2 IL19 IL1RL1 IL24 IL36G IL36RN KHDC1L KLK10 KLK5 KLK6 KLK7 KRT1 KRT75 KRTDAP LCE3D LINC00460 LINC02577 MGST1 MLIP MMP13 MMP28 MT1M MUCL1 NANOS1 NEFL NEFM NOS1 NRG1 OLR1 PAQR5 PCDH7 POPDC3 PRR9 PSPH PTGS2 PTHLH RDH12 REEP1 RGS20 RNASE7 RNF128 RRAD S100A12 S100A7A SDR9C7 SERPINA3 SERPINB4 SERPINB7 SH3PXD2A-AS1 SLC2A1 SLC39A2 SLC6A14 SLC6A15 SLCO1B3 SLITRK6 SOD2 SPINK6 SPRR2G STEAP1B STEAP4 TCHH TDO2 TFPI2 TNC VEGFC WFDC12 WFDC5 ZBED2 RICKMAN_HEAD_AND_NECK_CANCER_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_D ABI3BP AGR2 AZGP1 BPIFA1 BPIFB1 BPIFB2 CCL19 CLU DMBT1 DTNB-AS1 ELAPOR1 FOLR1 HLA-DQA1 HLA-DQB1 IGHA1 IGHD IGHV3-72 IGHV3-73 IGLV4-60 IGLV9-49 IRAG2 KLRB1 LTF MS4A1 MSMB MUC5B PIGR PRH1 PROM1 PRR4 SCGB3A1 SLC34A2 SORBS2 STATH TCN1 TF TFF3 TMC5 TNFRSF17 ZG16B RICKMAN_HEAD_AND_NECK_CANCER_E https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_E A2ML1 AADAC ADGRF1 ADH1C ADH7 AKR1C1 ALDH1A1 ALDH3A1 ALOX12 ALOX15B C12orf54 CCDC190 CD177 CDH26 CEACAM5 CEACAM7 CEL CES1 CLCA4 CP CRNN CXCL17 CYP26A1 CYP2C18 CYP2E1 DUOX2 ENDOU EPHX3 FAM3B FAM83C FBN2 FGF13 FMO2 FMO3 GBP6 GDA GPR15LG GSTA1 HLF IGF2BP3 IL1RN IL36A KLK13 KRT24 KRT31 KRT4 KRT78 LINC01133 MAL MFSD4A MRAP2 MSLN MUC4 NMRAL2P NPR3 NTRK2 NTS PADI3 PAX9 POF1B PRSS27 RARRES1 RASSF9 RPTN SCEL SERPINB13 SLC7A11 SLURP1 SLURP2 SOCS2 SPINK7 SPRR2C ST6GALNAC1 SUSD4 SYTL5 TGM3 TMEM45B TMPRSS11B TMPRSS11D TMPRSS11E TMPRSS2 UGT1A10 UGT1A8 UPK1B VNN1 VTCN1 WNT2B RICKMAN_HEAD_AND_NECK_CANCER_F https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_HEAD_AND_NECK_CANCER_F ABCA8 ACTA1 ACTC1 ACTN2 ANK2 ANKRD39 APOD CASQ2 CHGB CHRDL1 CKM CMYA5 CSRP3 CST1 CYP1B1 DCLK1 DDIT4L DES EEF1A2 ENO3 FHL1 HSPB3 IGF1 KLHDC7B KLHL41 MB MYBPC1 MYBPC2 MYH1 MYH2 MYL1 MYL11 MYL2 MYOT NEB NEXN PDK4 PKIA PLA2G2A PTGIS SLN SMPX STIMATE SYNPO2 THBS4 TNNC1 TNNC2 TNNI1 TNNI2 TPM1 TPM2 TPM3 TTN XIRP2 ZFPM2 RICKMAN_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_METASTASIS_DN A4GALT ABCB9 ABHD17A ACTBP9 ACTR3 ADAM15 ADAMTSL4 ADCY7 AGAP3 AHNAK2 AKIRIN2 ALDH16A1 ALS2CL AMPD3 ANXA2P3 ANXA8 AP3D1 ARF1 ARHGEF12 ARPC5 ATG4D ATP2B4 ATP5F1D ATP6V1B2 AVPI1 BAIAP2 BAK1 BAP1 BCL2L1 BCR BICD2 BSG BTBD2 C15orf39 C1orf162 CACTIN CAMK2D CAMKK2 CAP1 CAPG CARM1 CASP1 CCM2 CD177 CD209 CD300LF CD44 CD58 CDCP1 CDKN1A CENPT CFAP251 CKMT1B CLK3 CORO1C COX6B2 DAPK3 DDA1 DENND1A DMTN DNM2 DOCK8 DOK2 DSC3 DSG3 DST DUSP7 EHBP1L1 ENDOG EPPK1 FAM53B FARSA FCER1G FLJ40288 FLOT2 FLYWCH1 FOSL2 FXYD3 FZR1 GAS2L1 GBP1 GBP2 GET3 GFOD1 GIPC1 GJB3 GNA15 GNLY GTPBP1 GUK1 HELZ2 HES7 HK1 HRAS HSD17B1 IFI16 IFITM1 IGSF3 IL18 IL18BP IRF6 ITGB4 JPT1 JUP KCNK1 KEAP1 KLF13 KLHDC7B-DT KRT17 KRT5 KRT6A LAD1 LCP2 LMF2 LMNA LOC154761 LRRC8A LY6D MALL MAP2K2 MAP2K7 MAPK11 MAPK12 MAPKAPK2 MEF2D MEGF11 MIER2 MIR205 MIR205HG MIR210 MKNK2 MMP28 MOB3A MORC3 MPDU1 MPZL2 MRPL4 MTUS1 MUC1 MYCL MYD88 MYO1E MYO1G NAA80 NAV1 NDRG1 NDUFA4L2 NECTIN1 NECTIN4 NHSL3 NLRC5 NLRP1 NMRK1 NPM2 NUAK2 OGDH OSTF1 PAFAH1B2 PALMD PAX8 PCSK7 PDLIM1 PERP PGAM1 PHLDA3 PITPNM3 PKM PKP1 PKP3 PML POLR2E POTEKP PPP2R1B PRF1 PRODH PROM2 PRRG4 PSD4 PSMB9 PTAFR PTGIR PTGS2 PTK2B R3HDM4 RAB7B RALGDS RASSF5 RBM34 RDX RGS14 RHOA RHOF RHOG RHOV RNF126 RNF19B RNH1 RPS6KA4 RXRA S100A11 S100A14 S100A16 S100A2 S100A6 S1PR5 SCAMP2 SCO2 SDC1 SECTM1 SEMA3F SFN SGMS1 SGPL1 SH3BGRL3 SH3GL1 SH3GLB2 SLAMF8 SLC16A3 SLC19A1 SLC27A3 SLC2A1 SLC6A8 SNX33 SPATA24 SPI1 SPRR1B SPRYD7 ST6GALNAC4 STARD10 STPG1 STXBP2 TAGLN2 TAP1 TAP2 TBC1D10A TBC1D2 TBC1D22A TFEB THOP1 TIRAP TMEM259 TNFAIP8 TNFSF9 TNPO2 TOM1L2 TPM4 TRAFD1 TRAPPC1 TRIM29 TRIR TSPAN14 TSPO TUFT1 TXN TYMP UBAP2L VASP ZAP70 ZBTB7A ZBTB7B ZDHHC12 ZMAT5 ZNF750 RICKMAN_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_METASTASIS_UP ABCB7 ABCD4 ABI2 ACACB ACP1 ACVR1B ACVR2A ADAM17 ADAMTS9 AGFG1 AHI1 AKAP1 ALDH6A1 ALS2 AMZ2 ANG ANKRD40 APBA2 APOLD1 APOOL APPBP2 ARL16 ARL17A ARMCX1 ARMCX3 ARMCX6 ASB3 ATAD2B ATP9A ATRX ATXN3 B4GALT5 B4GAT1 BBOF1 BBS9 BDH2 BEND7 BEX1 BEX2 BEX3 BEX4 BEX5 BOC BOLA1 BORCS5 BUD23 C14orf132 C17orf80 C18orf21 C1orf56 C2CD5 CADM1 CAND1 CAND2 CBFA2T2 CCDC43 CCNB1IP1 CCP110 CCT6P3 CDCA3 CDK5RAP3 CENPBD1P CENPS CETN2 CHST10 CKAP5 CNPY2 COPS8 COX11 CREB1 CSTPP1 CTCF CYB5RL DCUN1D1 DDIT3 DDR2 DHX35 DHX8 DIS3L2 DNAJB11 DNAJC18 DNAL1 DPY30 DTX3 DTX4 DYRK2 DYRK4 E2F6 EDAR EEF1B2 EFCAB11 EFHD1 ELP2 EMC1 EP400 EPC2 EPM2AIP1 ERCC8 ERVK3-1 ETV4 ETV5 FAM133B FAM13B FAM161A FAM229B FAM234B FARP2 FASTKD2 FGF19 FIP1L1 FRZB GABARAPL1 GAS7 GATC GCAT GEM GGT7 GIGYF2 GIHCG GLRX5 GNAS GPR19 GPR89B GPRASP2 GPRASP3 GPRC5B GXYLT2 H2BC8 HEBP1 HIRIP3 HJURP HNRNPH1 HNRNPUL2 HSD17B11 HSD17B12 IDH1 IFT43 IFT52 ILKAP INO80D INO80D-AS1 IPO8 ISCA2 ITGA9 ITGB5 ITGBL1 JAGN1 JAM3 KAT14 KAT8 LAMA2 LAMTOR5-AS1 LCLAT1 LGR6 LINC02893 LMAN2L LMLN LMTK2 LNP1 LRP4 LRP6 LRRC23 MAGEE1 MAGEF1 MAGEH1 MAGI2 MARVELD2 MDM1 MECP2 MEST METTL21A MFAP3L MFF MGA MGP MMGT1 MOB1B MORN2 MPDZ MPHOSPH10 MRPL1 MRPL44 MRPS35 MSH5 MSL2 MTA3 MTERF2 MTERF4 MTHFSD MUTYH NAP1L5 NAT10 NAT9 NBR1 NCL NDUFAF7 NDUFS1 NEK9 NEPRO NKAP NMT1 NOL9 NOP58 NUDT4 NUDT7 NUDT9 NUP107 NUP54 OSCP1 PABPN1 PAIP2B PAPOLA PARL PASK PDIA4 PDRG1 PDXDC1 PDZD11 PFKM PGRMC1 PHB1 PHC1 PILRB PKP4 PLCB4 PLEKHA5 PMS2 PNN PPIG PPM1D PPWD1 PRCP PRKD1 PRR3 PSMD1 PSMD10 PXDN QPCT RAD17 RASL12 RASSF8 RBBP6 RBM15 RBM25 RBMX2 RETREG2 RLIM RNASEH1-DT RNF25 RNF32-DT RPE RPL13P5 RPL22 RTF2 RXYLT1 SALL2 SALL4 SCFD2 SDAD1 SEC14L4 SEC62 SENP2 SEPHS2 SFMBT1 SH3BGRL2 SH3RF3 SHE SLC11A2 SLC16A10 SLC22A17 SLC25A14 SLC25A33 SLC37A3 SMARCA1 SMIM10L1 SNED1 SNF8 SNHG14 SNHG33 SPATA7 SPEN-AS1 SRSF6 ST13 STAG2 SUMO1 SUPT7L SVIP TAF1C TAF9B TAFA5 TCEAL4 TCEAL8 TCTN3 TFAM TFDP2 THOC2 TIGD1 TIGD7 TMED8 TMEM128 TMEM18 TMEM201 TMEM97 TMLHE TMT1B TMX4 TP53BP1 TPST1 TRIP12 TSPAN6 TTC17 TTC5 TTLL5 TXNDC15 UBFD1 UPF3B USP13 USP51 VBP1 VHL VKORC1L1 VPS45 VSTM4 WDCP WDR12 YARS2 YIPF6 YTHDC1 ZBTB14 ZBTB33 ZFHX3-AS1 ZFP90 ZMYM3 ZMYND11 ZNF133 ZNF24 ZNF26 ZNF263 ZNF271P ZNF397 ZNF449 ZNF606 ZNF621 ZNF704 ZNF711 ZNF75A ZNF764 ZNF789 ZNF92 ZSCAN26 RICKMAN_TUMOR_DIFFERENTIATED_MODERATELY_VS_POORLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_MODERATELY_VS_POORLY_DN ANP32A CCT3 CD8B CENPF CSPP1 H4C3 IPO9 JRK LUC7L3 MCM3 SRRT SRSF1 SRSF3 TGIF2 TMEM70 UCK2 RICKMAN_TUMOR_DIFFERENTIATED_MODERATELY_VS_POORLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_MODERATELY_VS_POORLY_UP ABHD14A ABHD5 ADAM12 ADAMTS2 ADCY7 ANAPC1 ANXA2R AP1M2 ARF4 ARHGAP32 ARL8B ATP6V0E1 B3GNT9 BEND3 BOK BSPRY C19orf48P C1QTNF3 CARD6 CCNF CDC25C CELF1 CHCHD10 CHMP2B CMTR1 COL3A1 COL5A2 CPEB4 CPM CPZ CTSK DENND1B DNASE1L1 DPYD DUSP3 E2F3 ECM2 EIF2S2 EMG1 ENTPD3 FANCI FBN1 FUS FUT11 GALNT10 GLB1 GLT8D1 GLT8D2 GPR160 GPR161 HDGFL3 HEATR5A IDS IL13RA1 IMPDH1 IPO5 IRAK4 KDELR3 KNTC1 LIPH LOC154761 LRRC15 MAFK MAN2A1 MARCHF2 MFRP MFSD8 MRM3 MXRA5 NAGA NAT10 NBL1 NCAPG NECTIN4 NPDC1 NR1D1 NSF OCEL1 OLFML2B ORC1 PAFAH2 PGLS PHACTR2 POP4 PPIC PRKCH PRMT1 R3HDM4 RAB11FIP1 RAB3D RAMP1 RPS15A RPUSD2 S100A6 SH3BGRL3 SH3GLB1 SH3PXD2B SIAE SLC12A6 SLC44A2 SLITRK6 SNRPA SNRPA1 SNX19 SNX24 SRPX2 SRSF2 SRSF3 STX12 SVEP1 SYTL2 TACSTD2 TEDC2 TLR2 TMPRSS4 TOM1 TRAK1 TRIP11 VAMP4 VAT1 VLDLR YIPF2 YPEL5 ZNF286A ZNF469 RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_MODERATELY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_MODERATELY_DN AFAP1L1 AGPAT4 AJAP1 AJUBA ANGPT2 APBB2 APLN AREG ARPC5L ARRDC4 ASCC3 ASPRV1 BNC1 CARD10 CARHSP1 CAV1 CCDC85C CDC42EP2 CDCP1 CDH22 CDKN1A CDSN CFAP251 CNGB1 CT69 CYP26B1 DEFB103B DEFB4A DEPDC7 DMKN DNAJB5 DSG1 DUSP14 EHD4 ETS2 FAM83B GDPD2 GJB2 GOLGA7B GPR39 GPR68 H2BC4 H3-3B HIF1A HOMER3 IFFO2 IL1A IL22RA1 IL24 IL36RN IMPA2 IPPK KCTD5 KLC1 KLHDC7B-DT KLK10 KLK5 KLK7 KLK8 KRT14 KRT16 KRT17 KRT6B KRTDAP LCE3D LIMA1 LRFN4 LUZP1 LYPD5 MAP4 MAPK6 MMP1 NEDD4 NIPA2 NOCT NRBF2 NRG1 NUMB OXSR1 PAQR5 PDPN PERP PI3 PKNOX1 PLEK2 PPARD PPP2R2C PRR9 PSME3 PTGS1 PTP4A1 RAB31 RNASE7 RPS6KB2 RRAS2 S100A2 SDR9C7 SFN SH2D5 SLC28A3 SPRR1B SPRR2G SPTLC1 SQOR TEAD4 TNS4 TRAF3IP2 TTLL11 TUBA4A TUBB6 USP15 WFDC12 WFDC5 RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_MODERATELY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_MODERATELY_UP ABCC5 ABHD12 ACSS1 AHSA2P ALDH5A1 ANKH ARHGEF26 ASB3 ASXL2 ATAD2B ATRAID BCL11A C2CD5 CAPS CCT6P3 CHPT1 CLCA4 CLN3 CNPY3 COMMD7 CYP4X1 DIPK2A DNAJC4 DZIP3 E2F5 EDEM2 EEIG2 EML4 ENPP4 ETNK2 EYA2 EZH1 FAM117A FAM118A FAM171A1 GATM GGA2 GGT7 GLCCI1 GPD1L GSTM4 HEATR5B HEY1 IFT172 IGFBP5 IQCB1 JTB KAT6B KAT7 KRT13 KRT4 LBH LEF1 LMO4 LPIN1 MAP2K6 MAP7D2 ME2 MECOM MRPL33 MSI2 MYB MYLIP NCOA1 NPRL2 P4HTM PASK PBX1 PDCD4 PHF8 PIK3R3 PLCB1 PLCB4 PRKAR2B RARB SCPEP1 SERTAD4 SFT2D3 SLC27A1 SMDT1 SOS1 SP4 SRSF7 SSBP2 SUOX SUSD4 SYNPO2 TARBP1 THAP9-AS1 TIFA TMEM150C TMT1A TMTC2 TMX4 TRAF5 TRIM2 TSPAN6 UBL3 USP21 WBP1 ZBTB18 ZDHHC2 ZNF207 ZNF513 ZNF550 ZNF704 ZNF747 RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_POORLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_POORLY_DN ABCA12 ABHD5 ABHD6 ADAM12 ADAMTS14 ADAMTS15 ADCY7 ADGRF4 ADM AFAP1L1 AGPAT4 AHNAK AHNAK2 ALAS1 ALS2CL ANKRD13A ANKRD9 AP1M2 AP3S1 ARF4 ARHGEF37 ARL4D ARL8B ARRDC4 ASPRV1 ATL3 ATP6V0D1 ATP6V0E1 B3GNT9 BACH1 BAK1 BICD2 BMP1 BNC1 BSG BZW1 C1QTNF6 C1orf116 C4orf3 C6orf132 CA12 CALM1 CARD10 CARD6 CARHSP1 CASP4 CAVIN1 CC2D1B CCDC85C CCL24 CD36 CD44 CDC37 CDC37L1 CDCP1 CDKN1A CDSN CEMIP CERS3 CFAP251 CISH CLCA2 CLIP1 CNGB1 COCH COL5A3 CORO1C CPEB4 CPM CRYBG2 CSNK1A1 CSNK1E CT69 CWH43 DAPK3 DCBLD1 DCUN1D3 DDA1 DESI1 DHRS7 DLGAP4 DNAJB5 DOCK6 DSC1 DSP DUOXA1 DUSP14 DUSP7 DYNLL1 EGLN3 EHBP1L1 EHD1 EHD2 ELL2 ELMOD2 ELOF1 EPPK1 ERAP2 EREG ERO1A EVI5L FABP5 FAM114A2 FAM131B-AS2 FAM83A FAT2 FAXDC2 FBLIM1 FBXO8 FEM1C FHIP1A FKBP14 FKBP15 FLJ20021 FRMD6 FST GALNT10 GAS2L1 GDPD2 GIPC1 GJB2 GJB6 GLIPR1 GM2A GNA15 GNAI1 GOLGA5 GOLGA7B GOLT1B GPM6B GPR157 GPR68 GRHL3 GSDMC GSKIP HBEGF HERC4 HES2 HIF1A HMOX2 HOMER3 HPSE HRH1 HSD17B1 HTRA1 HYCC1 IFFO2 IGFBP6 IGFL1 IGFL2 IL13RA1 IL1A IL20RB IL36RN ILVBL IMPDH1 INHBA INPP4B IPPK ITPRID2 ITPRIP IVL JPT1 JUP KCNK10 KCNK6 KCTD10 KCTD11 KCTD5 KDELR3 KLC1 KLC3 KLF10 KLF6 KLF7 KLHL18 KLK10 KLK11 KLK7 KLK8 KRT14 KRT16 KRT17 KRT5 KRT6A KRT6B KRT80 LCE3D LDHA LIMA1 LINC00520 LINC02762 LOC154761 LPAR5 LPCAT2 LRFN4 LRRC59 LRRC8C LRRC8E LRRFIP1 LTB4R LUZP1 MAFB MAFK MAN2A1 MAP4 MAP7D1 MAPK1 MAPK6 MAST4 MCOLN1 MCUB MEAK7 METRNL MFAP3 MICALL1 MKNK1 MMP1 MMP10 MRC1 MRPL4 MSRB1 MTF1 MTPN MTRF1L MXD1 MYD88 MYO5A N4BP1 NABP1 NACC1 NDEL1 NECTIN4 NGEF NIPAL4 NLRX1 NPEPPS NR1D1 NRBF2 NRG1 NT5E NUMB NUP50 NUP50-DT OCEL1 ORMDL2 OSBPL10 OSTM1 OVOL1 OXSR1 P4HA2 PAM PCDH7 PCSK7 PCYT1A PDCD6IP PDPN PERP PGGT1B PHACTR2 PIP4K2C PLAUR PLBD2 PLEKHB2 PLEKHM1 PLIN3 PLS3 PNP PPARD PPIC PPP1R1C PPP2R5B PRDM1 PRR9 PSD4 PSMD12 PTBP3 PTGFRN PTGS1 PTHLH PXN R3HDM4 RAB10 RAB31 RAB38 RAB3D RAB8A RARS1 RCAN1 REEP5 RHOV RIC1 RNASE7 RNF39 S100A2 S100A6 S100A8 SAR1A SAR1B SBDS SDC1 SDCBP2 SDR9C7 SEMA4B SERINC2 SFN SGMS2 SH3BGRL3 SH3PXD2B SHFL SLAMF9 SLC27A4 SLC2A1 SLC30A4 SLC31A1 SLC31A2 SLC35F6 SLC38A7 SLC39A3 SLC44A1 SLC7A5 SLC9A1 SMIM12 SMTN SNRK SNX33 SPRR1B SPRR4 SPTLC1 SQOR STARD5 STK17A STON2 STRN3 STX12 SYNPO TANC2 TANGO6 TCP11L1 TES TEX2 TICAM1 TINF2 TMCC3 TMEM154 TMEM40 TMEM79 TMSB10 TNFAIP1 TNS4 TOM1 TP63 TPM4 TRAPPC3 TREM1 TRIM7 TRIP11 TSPAN5 TTC39B TTLL11 TUBA4A TUBB6 TWF1 TXNDC17 UBAP1 UBE2A UBE2L3 UBE2Q2 ULBP2 UPP1 USB1 USP15 VAMP3 VLDLR WASL WDR83OS YIPF2 YIPF5 YKT6 ZBED2 ZC3HAV1 ZDHHC3 ZDHHC5 ZNF750 RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_POORLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RICKMAN_TUMOR_DIFFERENTIATED_WELL_VS_POORLY_UP ABHD12 ABI2 ACACB ACSS1 ACVR2B AGBL5 AGO2 AHCTF1 AHSA2P ALDH1A1 ALDH2 ANKRD46 ANP32A ARHGAP19 ARHGEF26 ASB3 ATF7IP2 ATP2C1 ATP5F1A ATP5MC2 ATP6V0E2 B3GALNT1 BCL11A BCL7A BOLA1 BTN2A2 C2orf68 C5 CABYR CACYBP CAPS CBFA2T2 CCDC28B CCDC74A CCL19 CCT3 CCT6P3 CCT7 CD8B CENPF CENPS CENPV CEP70 CGNL1 CHCHD6 CHD1L CHPT1 CLASRP CLDN11 COMMD7 CREB3L4 CSPP1 DDX17 DNMT3A E2F5 E2F6 EARS2 ECHDC2 EEF1D EFHC1 EIF3L EMID1 EML4 EPB41 ERO1B ETV5 FAM117A FAM118A FAM13B FAM171A1 FARP1 FBL FLVCR1 FRMD4A FRZB FUBP1 FZD7 GATAD2B GCFC2 GCNT2 GFPT1 GINS1 GLCCI1 GMCL1 GNAS GPR161 GSTM4 GTF3A H1-10 H4C3 HNRNPLL HNRNPU HOXC9 IARS2 IFT122 IMMT IPO9 IRF2BP2 ISYNA1 ITGB2-AS1 JRK KLHL12 LBR LGR6 LIFR LIPT1 LMO4 LPIN1 LRP6 LRRC14 LTB LUC7L3 MAN2A2 MAP2K6 MAP7D2 MAT2A MCM3 MDH1 MDM4 MECOM MED12 MEX3A MGAT3 MSH6 MSI2 MSL2 MTMR1 MUTYH MVB12B MYB MYCN MYNN NAP1L1 NASP NCBP2 NCOA5 NCOR1 NEMP1 NEO1 NEPRO NFYA NINL NONO NOP53 NPB NR2F1 NUCKS1 OARD1 OCA2 OGT OPLAH PARP1 PBX1 PDCD4 PHC1 PHKA2 PKDCC PKP4 PLCB4 PNISR POGZ POLR2B PPM1B PSMB4 PTCH1 RABL2B RBM39 RMI2 ROBO1 RPIA RPL17 RPL23 RPL35A RPL5 RPS27 RPS7 SBK1 SCARA3 SEMA6A SEPHS1 SFPQ SFT2D3 SFXN2 SHROOM3 SIM2 SLC25A6 SLC45A4 SLC5A6 SMC4 SMCHD1 SNCAIP SNHG6 SNRNP200 SNRPE SOS1 SPAG5 SPRY2 SRRT SRSF1 SRSF3 SRSF6 SRSF7 STARD7 SYNPO2 TARBP1 TENT4A TERF1 TFDP2 TGIF2 TGS1 TMEM70 TMEM97 TMPO TNRC18P2 TNRC6C TOMM20 TOMM70 TRA2B TRAF3IP3 TRAF4 TRAF5 TRAPPC6A TSPOAP1 TTLL4 UBE2T UCK2 USP21 VARS2 WBP1 XPO1 ZBED5 ZBTB39 ZCCHC3 ZNF180 ZNF251 ZNF322 ZNF496 ZNF704 ZNF740 ZNF747 ZNF764 ZNF875 RIEGE_DELTANP63_DIRECT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIEGE_DELTANP63_DIRECT_TARGETS_UP ABTB3 AK4 ARHGAP23 ARHGAP25 ARHGDIB ASCC3 AURKB BRCA1 BTBD10 CARD10 CCNK CCT4 CD44 CDC42SE1 CDCA4 CDCA7 CHAF1A COL17A1 CRKL CSTA CYP27B1 DRAP1 DUSP11 DUSP6 DUSP7 EHD4 ERCC6L ESRP1 FABP5 FANCI FAT2 FERMT1 FEZ1 FGFBP1 FLOT2 FOSL1 FRMD4B FSCN1 GINS3 GM2A GNA15 GPX2 GSDME GSTP1 HAS3 HMGA2 HRAS HSPA4L IFI16 IL1B IL4R ILRUN INPP1 IRF6 ITGA6 JAG1 KCTD12 KIAA0930 KIF14 KIRREL1 KIZ KREMEN1 LAD1 LDLR LIG1 LPAR3 LRRFIP2 MALT1 MAPK6 MAPKBP1 MAST4 MCM3 MMP14 MMRN2 MREG MYO10 MYO19 MYO5A NCAPH2 NDE1 NDST1 NECTIN1 NIPAL4 NOM1 NRCAM NRG1 OAS3 ORC1 PA2G4 PAK1 PPFIBP1 PPIF PPP4R4 PROCR PTHLH PTTG1 QSOX2 RAB38 RAD51C RAPGEF5 RASSF6 RFX7 RGS20 RNASE7 RRP12 S100A2 SDC1 SERPINB13 SFN SH3PXD2A SLC1A5 SLC2A9 SLC37A2 SMAD5 SMTN SNCA SPATS2 SSRP1 STK17A STX6 TCOF1 TGFB1 TMEM237 TMEM40 TOMM34 TRIM7 TRIP13 TSPAN5 TSR1 TYMS UCK2 UTP4 VSNL1 WDFY2 XDH YAP1 YES1 ZFP36L2 RIGGINS_TAMOXIFEN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIGGINS_TAMOXIFEN_RESISTANCE_DN ABAT ACADM ACOX2 ADAM10 ADAM9 ADCY3 AKAP11 AKR1C1 ALB ALCAM ANXA3 AOPEP AP1AR APBB2 APOD APOL6 ARFGEF1 ARHGAP12 ARID5B ATP2C2 ATP8A2 ATXN1 AZGP1 BASP1 BTBD3 CARD10 CASK CD302 CD47 CDH3 CEBPD CISH CLGN CLK1 CLUAP1 CNN3 CNR1 COL3A1 COMMD8 CPD CREBZF CRYBG1 CTNND2 CTSO CUL3 CXCR4 CYP1B1 DDX60 DGLUCY DHRS2 DLG1 DNAJC15 DSG2 DSP EEF1A2 EFHD1 EFR3A EIF1AX EIF2AK2 ELOVL2 EMP1 ENC1 ESR1 FAT1 FRYL GJA1 GREB1 GSAP GTF2E1 GTF2I GULP1 HMGCS1 HS2ST1 HSPA4L IFI27 IFI6 IFIH1 IFIT5 IFITM2 IFITM3 IGF1R IGFBP5 IL17RB IL6ST INPP4B INSIG2 IRF9 ISG15 KIAA0232 KIF5C KLF4 LAMP2 LAP3 LAPTM4B LGALS3BP LGALS8 LRBA LTBP3 MAP3K7 MAPKAPK2 MFAP3L MMP16 MRFAP1L1 MRPS30 MSX1 MUC1 MXI1 MYOF NAA15 NAB1 NAMPT NAT1 NBPF14 NCK2 NEBL NEDD9 NFE2L3 NFU1 NFYB NIPSNAP2 NMI NNT NPY1R NRCAM NT5DC2 NUDT4 OAS1 PALLD PAPOLA PDE10A PDLIM3 PDLIM5 PDS5A PEG10 PHTF2 PIK3R1 PLAAT4 PLCB1 PLCB4 PLEKHA5 PLEKHB1 PMAIP1 PMS1 PPAT PRNP PSD3 PTPN11 PTPN12 PYGL RAB31 RAB38 RABGAP1L RAI14 RAI2 RANBP2 RAPGEF2 RBM47 RBMS1 RBPJ RETREG1 RGS2 RPS6KA2 S100A8 SATB2 SCARB2 SCCPDH SCGB2A2 SCN1A SCNN1A SEMA3C SERINC5 SERPINA3 SERPINA5 SHTN1 SIGLEC15 SLBP SLC1A1 SLC30A9 SLC35A3 SLC39A6 SLC5A3 SLTM SMARCA5 SNRK SOX9 SP3 STAT1 STC1 STC2 STEAP3 SYBU SYT1 TACC1 TBC1D9 TCEAL9 TESMIN TFF1 THAP9-AS1 TIMP1 TM4SF1 TMEM123 TMEM33 TNFSF10 TRGC1 TSPAN5 UBA6 UBE2K UBE2L6 UBXN4 UGCG UGDH UGT1A10 UPF3B UXS1 VAV3 VPS13B WAC ZBTB18 ZFP36L1 ZNF148 ZNF217 RIGGINS_TAMOXIFEN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIGGINS_TAMOXIFEN_RESISTANCE_UP ADCY1 ALDH3B1 AMBP ARHGAP26 ARMCX2 ARMCX3 ARMCX6 ASB13 BAG1 C4A CACNA1I CELSR2 CHST8 CITED1 COLEC12 CTSA CTSD DGKZ ESRRG ETFB FASN FGFR4 FGR GALNT6 GATA4 GP2 GPC4 H1-2 H2AC8 H4C12 HGD HMGCS2 IGFBP3 KCNMA1 KRT13 LAMA4 LRP4 LRRC15 MGST3 MSN NDST4 NHERF1 OGFRL1 PFN2 PMP22 PRODH PTGES PTP4A1 RAPGEFL1 RET RGS3 SEC61A1 SERPINA1 SLC16A2 SLC27A2 SLCO2A1 SPINK4 SPRY4 SRPX ST3GAL5 STARD8 TGFBR3 TMEM45A TNIK TPM1 WDR45B WNT4 RIGGI_EWING_SARCOMA_PROGENITOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIGGI_EWING_SARCOMA_PROGENITOR_DN ABHD2 ADAM12 ADORA2B ALDH1A3 ANLN ANXA10 APCDD1L ASPHD2 ASPM AVPI1 BACE1 BDKRB1 BEND6 BICC1 BIRC5 BMAL2 BMP4 BNC2 BUB1B C1R C1S CA12 CARD10 CCBE1 CCN4 CCN5 CD44 CDCA3 CDCP1 CEP126 CEP55 CHI3L1 CHI3L2 CLDN11 CLGN CLU COL10A1 COL14A1 COL6A2 CRYBG1 CSGALNACT1 CUL4B CXCL12 CXCL6 DCN DEPDC1 DEPDC7 DHRS3 DKK1 DLGAP5 DNM3OS DPYD DPYSL3 DUSP4 EBF1 ECM1 ECM2 EGFR ETV1 F2RL1 FAM111A-DT FAM83D FAR2 FBLN1 FGF7 FHOD3 FIBIN FST GALNT12 GALNT15 GATA6 GDF5 GFPT2 GLCCI1 GLT8D2 GNG2 GPC6 GPER1 GPSM2 GSAP GULP1 GXYLT2 HAS2 HAS3 HEG1 HEPH HGF HLA-DPA1 HNMT IFT80 IGF2 IGFBP6 IL13RA2 IL1R1 ITPR3 KCNJ15 KCNK2 KCTD4 KITLG KRTAP1-5 LACC1 LAMA4 LINC00511 LINC00840 LINC00968 LPXN LRRFIP1 LUM LURAP1L LXN MAB21L2 MAP3K4-AS1 MELTF MIR100HG MIR210 MIR214 MIR31HG MME MMP16 MOXD1 MRGPRF NAMPT NAP1L1 NEDD4L NR1D2 NREP NRP1 NRP2 NUSAP1 OSR1 PAMR1 PBK PCLAF PCOLCE2 PDE1A PDE4B PDE7B PDGFRA PDK1 PDK4 PDZRN3 PIEZO2 PLCB1 PLPP3 PPL PPP1R3C PRC1 PRG4 PRRX1 PSD3 PTGER2 PTGFR PTGIS PTGS1 PTN RAB27B RARRES1 RNF24 RPS6KA2 RRM2 RUNX2 SCARA3 SCRG1 SERPING1 SFR1 SFRP4 SHCBP1 SLC12A8 SLC2A12 SLC2A5 SLIT3 SMKR1 SNX9 SOBP SPON1 SRGAP1 SRPX STC1 STC2 STEAP1B SVEP1 TANC2 TGFBR3 TMEM158 TMEM171 TNFRSF19 TOP2A TRIOBP TSHZ1 VCAN VEPH1 WLS ZDHHC2 ZNF395 ZNF503 ZNF521 RIGGI_EWING_SARCOMA_PROGENITOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIGGI_EWING_SARCOMA_PROGENITOR_UP A2M ABCA5 ABHD6 ACACB ADAMTS3 ADARB1 ADGRE2 ADGRG2 ADRB3 AKAP7 AKR1B10 ALDH5A1 ALDH7A1 ALG6 ALK ANKRD1 ANKS1A AP4B1 APELA AQP3 ARHGDIB ARHGEF6 ASAP1 ATG16L1 ATP11B ATP1A1 BAMBI BCL11B BHLHE22 BHLHE41 BRINP1 BST2 BTG2 C15orf48 C1orf226 C3AR1 C5 CACHD1 CADPS2 CALCA CALCB CARD16 CASP1 CCDC171 CCND2 CD14 CD274 CD36 CDC37L1 CDH11 CDH4 CDK14 CDS1 CEACAM1 CEP112 CES1 CHCHD10 CITED2 CLCA1 CLCA2 CLDN1 CLIC3 CLSTN2 COL11A1 COL21A1 COL4A4 COLGALT2 CORIN CREM CRIP1 CRIP2 CRYAB CRYGS CSPG5 CSRNP3 CST6 CTSH CTTNBP2 CYP26B1 CYP2R1 CYP4F22 CYTL1 CYYR1 DAB1 DAPK1 DCLRE1B DGKD DKK2 DLG2 DMD DNAJC12 DUSP5 DUSP6 DUSP7 EBF2 ECRG4 EDNRA EFHD1 EFHD2 ENPEP ENPP1 ENSG00000288658 ENTPD3 EPHA3 EPHA4 EPHB1 ERFE EVA1C EXOSC4 EZH2 F2R FABP4 FADS3 FAM107B FAM43A FAM43B FARP1 FAT3 FAT4 FBLIM1 FCGRT FGF18 FLRT2 FLRT3 FMOD FNBP1 FOS FREM1 FRK FRZB FZD1 FZD4 FZD8 G0S2 GABRQ GALNT3 GATA2 GCH1 GDF15 GDF7 GFRA2 GIMAP2 GIMAP8 GLCE GLG1 GNA14 GP1BB GPD2 GPR137B GPR17 GPR37 GPX3 GRIA2 GRIK2 GRK5 GRP GYG2 H2AC6 H2BC12L H2BC4 H2BC5 H2BC6 H2BC7 H4C8 HBEGF HDAC9 HES1 HIVEP3 HLA-E HMCN1 HS6ST1 HSD17B2 HSPB2 HSPB8 HVCN1 ICAM1 ICAM2 ID2 ID4 IFI44 IFITM1 IGDCC4 IGF1 IGFBP2 IGFBP5 IGSF3 IKZF2 IL13RA1 IL1RAP ISYNA1 ITGA4 ITGAM ITGB2 ITGB2-AS1 ITM2A JAG1 JAG2 JAK1 JAK3 JARID2 JCAD JPH1 KALRN KASH5 KBTBD8 KCNE3 KCNE4 KCNK3 KDSR KIAA1217 KIAA1549L KIT KLHL13 KMO KRT17 KRTAP4-9 L3MBTL3 LAMB3 LANCL3 LAPTM5 LBH LDB2 LEF1 LGALS8 LIN7B LINC00839 LINC01503 LINC02762 LINGO1 LMO2 LMO3 LMO4 LPL LRATD1 LRATD2 LRFN5 LRP8 LRRC4C LRRN3 LSM8 LYPD1 MAFB MALAT1 MAMDC2 MAP3K5 MAP7D2 MAPRE2 MAPT MARCHF1 MARCKSL1 MCAM MCUR1 MEIS1 MFAP4 MMP1 MMP13 MMP8 MMP9 MRAP2 MROH2A MSX1 MYO10 MYOM2 NELL2 NFATC3 NGFR NKX2-2 NLGN4X NOS1 NPR3 NPTX2 NPY1R NR0B1 NR2F1 NR3C2 NRCAM NRK NT5DC1 NTNG1 NTRK1 NUDT11 ODF2L OLFM3 OLFML3 OPCML OPN3 P2RX7 PADI2 PAG1 PALM2AKAP2 PAQR5 PARM1 PBX1 PCDH17 PCDH7 PCDH9 PCGF5 PCSK2 PDGFA PDLIM1 PEG3 PGF PGLYRP2 PGM2L1 PIK3R1 PKP1 PLA1A PLA2G4C PLCG2 PLXDC2 PNOC POC1B PODXL PPFIA3 PPP1R14A PRELP PREX1 PRKCB PRR5L PRSS23-AS1 PRSS35 PRXL2A PSTPIP1 PTGDS PTGER3 PTGER4 PTGS2 PTPN13 PTPN22 PVR RAMP1 RAPH1 RARRES2 RBM24 RCOR1 REEP1 RELN RGS18 RGS2 RGS5 RIMKLB RNASET2 RNF141 RRAGD RSPH3 RUBCNL S1PR3 SAMD5 SCIN SCNN1G SEC14L1 SEL1L3 SEMA6D SERPINB9 SH2B3 SH3GL3 SH3TC1 SHISA3 SHISA9 SIGLEC15 SLAIN1 SLC15A2 SLC17A7 SLC24A3 SLC26A2 SLC35F2 SLC39A8 SLC5A6 SLCO5A1 SLFN11 SLFN12 SLIT2 SMARCC1 SORD SOX2 SOX6 SPATA13 SPP1 SSBP4 ST6GAL1 STAR STAT4 STEAP1 STEAP2 STEAP3 STING1 STK32B STMN3 STMN4 SULT1A2 SV2B SYNPR TALAM1 TBX3 TBXA2R TCF12 TCF4 TCF7L1 TDO2 TGFA TGFB1 TM4SF20 TM6SF1 TMEFF2 TMEM132B TMEM178B TMEM37 TNC TNFSF15 TNNT1 TOX2 TRDN TRHDE TRIB2 TRIM35 TRMT9B TRPM4 TSPAN11 TSPAN13 UBE3D UGT3A1 UHMK1 UPP1 UTS2 WDFY2 WFDC1 WT1 YPEL5 ZBTB16 ZC3H13 ZCCHC12 ZDHHC21 ZNF703 ZNF704 ZNF711 ZNF91 ZSWIM6 RIZKI_TUMOR_INVASIVENESS_2D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZKI_TUMOR_INVASIVENESS_2D_DN ACAT2 BASP1 BBOX1 BCAR1 CACNA2D1 CBLC CCT4 CDK6 CEMIP2 COG2 COL8A2 COPB1 COPS2 CTSD CTSW DOK1 DYNC1LI2 ENG FEN1 FLOT2 FYB1 GABRP GALNT3 GTF2H2 HDLBP HERC1 HOXD9 HSD17B4 IDH3G IFNGR1 IGFBP3 MAD2L1 MBD3 MED16 MFAP4 NBL1 NCAPH2 NUP88 OXA1L PARN POU6F2 PPP1R7 PPP4C PSD RAD54L2 RCN1 RPL12 SEC24B SELENOP SLC20A2 SMG1 SULT2B1 TAFAZZIN THAP12 TRIM25 TRPC5 TTR UGT2B4 ULK1 USP18 UTP25 VIL1 YBX3 RIZKI_TUMOR_INVASIVENESS_2D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZKI_TUMOR_INVASIVENESS_2D_UP ABCD4 ACOT8 ACTL6A ACVR1 ADAR AMD1 BTG3 C3AR1 CAD CD24 COL4A6 COPB2 CSF3R CYP27B1 DCTN1 DNAJC27 DPM2 DPP3 DUSP2 ECI2 EIF4A2 GNA11 GPKOW GPR19 GUCY1A1 H3-3B HMGCL HPGDS IDI1 IGF2 INSL4 KCNE5 KLF2 LRP3 LSM7 LSS MLLT6 MYCL MYL3 NAB2 NBN NCL NFATC3 NQO2 PAEP PDYN PLPP3 REV3L RNF4 SERPINA4 SLC10A2 SLC35B1 SLC39A6 SMARCE1 SPHK2 SPTAN1 SRRM1 STARD3 STAT5A STK10 TAF10 TAF12 TAOK2 TG TGFBR3 TMEFF1 TUBGCP3 TYRP1 UBA1 RIZKI_TUMOR_INVASIVENESS_3D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZKI_TUMOR_INVASIVENESS_3D_DN ABCB1 ABCB10 ACAA2 ACSM3 ACVRL1 ADAM18 ADAP1 AK1 ALDH3B2 ALG1 AMPD2 ARID4A B4GALT5 BAG4 BCAP31 BCL7A BDH1 BMI1 BMP2 BMP7 BPNT1 CA1 CA3 CALB1 CAPZB CASP1 CCPG1 CCT4 CD81 CD83 CDC42 CELSR2 CEMIP2 CENPA CFAP45 CFDP1 CHD4 CHEK1 CHN1 CHUK CIR1 CLEC5A CLUL1 CNOT9 COL2A1 COL4A4 CTSD CXCR6 CYP2D6 DCDC2 DCT DDX11 DDX17 DOK1 DPF1 DPYS DUS4L DUSP4 EHD3 EIF3E ELF2 ENKD1 EPB41 ESRRB EVX1 FADS3 FASN FCN3 FGA FGF18 FGG FKBP1A FOLR2 FXR1 FYB1 GAPDH GCGR GFM2 GFRA3 GGH GHRH GJB5 GRM3 H2BC21 HACD3 HCCS HCN4 HDLBP HERC1 HERC3 HM13 HMGCL HOXD9 HPCAL1 HSD17B8 HSD3B1 HSPA13 HSPA1A HSPA6 ICMT IDO1 IFI30 IFNGR1 IKBKE IL10RB-DT IL18 IL1R1 IL1R2 IL32 INA INPPL1 IRX5 ITIH2 ITPR2 JAG1 JMJD7-PLA2G4B KAT2B KCNA4 KIFC1 KLRK1 KMT2A KRT7 KSR1 LAG3 LAGE3 LAMA5 LAMP3 LHX6 LMO2 LRRN2 LSM4 LSP1P4 LY6G5C LY96 LYPLA1 MAD2L1 MANF MAP3K5 MATK MBTPS1 MED12 MEF2C MEST MOCS3 MRPL23 MTHFD1 MYH9 MYL12B MYOG NBL1 NDUFB5 NELL2 NEU1 NOMO1 NRXN3 NUMA1 OAS3 OCRL OLFM1 OPHN1 ORC3 OSTF1 OXA1L OXCT1 P2RX5 P2RX6 PDCD10 PDCD2 PDCD4 PEA15 PECAM1 PEX1 PHKG2 PIK3CD PLK1 PLTP PLXNC1 POLA2 POLD3 POLR2L POMZP3 PON3 POSTN PRDX6 PRKCSH PRKG1 PRMT1 PROS1 PRSS21 PSG2 PSMA4 PSME1 PTBP1 PTPRC PWP2 QARS1 RALA RANBP2 RAP1GAP RAP2A RARRES1 RBM4 RCN2 RCVRN RNF11 RNF2 ROCK1 RPP38 RRAD RRAS2 RRM2 RTCB SCN1B SEC22A SEC23IP SEC24C SEMA3C SGK1 SLC12A4 SLC14A1 SLC16A3 SLC25A4 SLC26A4 SLC31A2 SLCO2B1 SLIT3 SMG1 SNRPE SNTB1 SORL1 SOX30 SP110 SRP68 SRRT SSNA1 SSX4 STXBP2 TENT4A TFF2 TIMM17B TK1 TKT TLR3 TMED9 TONSL TPM2 TRPM1 TXNL1 TYK2 TYROBP UBA7 UBE2L6 USP15 USP22 VDAC1 WNT2 WT1 XIAP YWHAG ZBTB17 ZFAND5 ZNF330 RIZKI_TUMOR_INVASIVENESS_3D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZKI_TUMOR_INVASIVENESS_3D_UP AADAC ABCB6 ABCB9 ACYP1 ADAM3A ADGRG1 ADIRF ADRA2C ADSS2 AKAP5 ALDH5A1 ALG3 AMT APC ARID5A ART4 ASGR1 ATP2A2 BCAS2 BCR BMP6 BRAF BRDT BST2 C5 CABYR CAMP CAP1 CAPN3 CASC3 CCK CCL14 CCNA1 CCNA2 CCNI CD69 CD7 CD72 CDK5R2 CDKL3 CHST5 CNKSR1 CNN2 COL1A2 COL3A1 CPA1 CSE1L CSF1 CTBP1 CTRB1 CXCL12 CXCL13 CXCL8 CYP1B1 CYP4F8 DAO DCAF7 DCLK1 DCTN1 DDB2 DHRS9 DHX8 DIO1 DMD DNM2 DUSP2 ECI1 EGR2 ELOB ENTREP1 EPS15L1 ERBB3 ETV4 ETV6 FAM50B FBXL2 FCN1 FGF12 FGFR1 FILIP1L FTSJ1 GATA2 GFUS GLIPR1 GNAI1 GPR161 GRB2 GRIK1 GRIN1 GRIP1 GTF2E2 GZMA HIGD2A HIPK3 HLA-DPA1 HLTF HMGA2 IGF1R IKZF1 INPP1 IRS2 ISCU JUN KYAT1 LAMTOR5 LHFPL6 LILRA4 LIMA1 LLGL2 MAGED2 MAP2K4 MARS1 MECOM MLLT10 MMP13 MMP15 MMP17 MRPS10 MT3 NAE1 NECTIN1 NFAT5 NPR3 NR1H2 NR4A2 NREP NSDHL NUDC OAZ2 P3H4 PAM PCSK6 PI4KA PIK3CB PIP4K2A PLPP1 PMAIP1 PNPLA6 POLE PRR4 PTAFR PTK2 PTN QDPR RAB33A RAB35 RCC1 RETREG3 RFX3 RGS13 RHOH RNF4 RPGR RPH3AL RPS6KB1 RREB1 RTCA RUNX1T1 RYR3 S1PR1 SAE1 SEMA3F SLC16A6 SLC17A4 SLC23A2 SLC25A46 SLC25A6 SLC39A1 SLC3A2 SMCP SOD3 SPTA1 SRD5A1 SSBP2 SST ST7 STOML1 STOML2 TAC1 TAOK2 TAP2 TARDBP TBL2 TCF12 TFAM THPO TIMM17A TLE1 TLX2 TMED10 TMEFF2 TMEM126A TNC TNFRSF17 TNFSF10 TNNC1 TOP2B TYMS UBE2D4 UBE2I UBL3 UBN1 VAPB WIF1 XK ZMYND10 ZNF219 ZNF263 ZNF32 RIZ_ERYTHROID_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION ANK1 ANKFY1 ANKRD49 ATF1 AURKB BLM BMAL1 BMI1 BRCA1 C1D CBX3 CCNC CDKN2D CENPA CENPB CENPC CLOCK CTCF DHX9 DNMT1 E2F1 ELF4 ETAA1 EXO1 EZH2 FEN1 FOSL2 FOXH1 GATA1 GCM2 H2AC8 HMGB1 HMGB2 HMGN2 HNRNPDL HSF1 ID1 KIF4A MAFG MAX MBD4 MCM2 MCM3 MCM4 MCM5 MCM7 MID1 MYBL2 NFIX NFYB NFYC PAX4 PBX2 PER3 PIAS2 PIAS3 PLA2G6 POLA1 POLD1 POLE2 POLG2 POLR2J POU2F1 POU2F3 RAB1A RAB2A RAB7A RBL1 RXRA SMAD6 SMARCE1 SP3 STAT1 STAT5B SUPT4H1 TERF2 TFDP1 TOP2A TRIM27 UHRF1 YBX3 ZBTB17 RIZ_ERYTHROID_DIFFERENTIATION_12HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_12HR AR ARNT2 ARX BACH1 CAVIN1 DLX5 EGR1 ESR1 FOS FOXB1 GATA6 HAND2 HDAC5 HIC1 HOXA4 HR JUN KLF6 KLF9 MLLT3 NAB2 NDN NOTCH1 NR1H3 PAX9 PBX3 SATB1 SMAD1 SPIB TEAD1 TEAD2 TFCP2L1 TSC22D1 ZFP14 ZFP37 ZNF22 RIZ_ERYTHROID_DIFFERENTIATION_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_6HR ANKRD1 BNC1 CLIP2 CUX1 DPPA2 EBF1 ELF5 FOXC1 GCM2 HLTF HMGA2 HNF1B HOXA13 HOXA3 HOXA6 HOXB3 HOXB4 HOXC9 HOXD12 ID3 MEF2B MEF2C MYBL1 MYF5 NEUROD1 NEUROG1 NFIA NFIL3 NR4A2 PPARA RAB1A RAB25 SIM2 SIX4 SMAD3 TRPC4 VAX1 VDR RIZ_ERYTHROID_DIFFERENTIATION_APOBEC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_APOBEC2 AIRE CACNA1A CRX ESRRB EVX2 EYA3 HIC1 HNF4G HOXA4 HOXA6 LCOR MEF2C MEIS3 MYCL NDN NFATC2 NR1I3 PDX1 PIAS3 SFRP4 SOWAHC SOX6 TCF21 TFCP2L1 ZNF235 RIZ_ERYTHROID_DIFFERENTIATION_CCNE1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_CCNE1 ANKRD49 ATF1 AURKB BMI1 CDKN2D CENPA CENPB CUX2 DHX9 E2F1 EIF4A2 EXO1 FEN1 FOSL2 FOXH1 GATA1 HMGB2 HMGB3 HMGN2 HNRNPDL ID1 IRF8 KLF1 MBD4 NAP1L2 NFIX PBX2 PER3 PIAS2 PIAS3 PLA2G6 POLR2J RAB2A RAB7A RXRA SMAD6 SMARCB1 SP3 SRSF2 SUPT4H1 TCF12 TFDP1 ZBTB17 RIZ_ERYTHROID_DIFFERENTIATION_HBZ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_HBZ AFF1 BARD1 BASP1 CBX3 CBX7 CUX1 E2F8 ETAA1 EYA2 FOSB GATA5 GCM2 HMGB1 HOXB13 KDM5A MCM4 MCM5 MCM7 MPL NKX2-5 NR2F1 NR4A2 NR5A1 PAPOLA POU2F3 POU3F2 POU3F3 PROX1 SIX2 SOX1 SOX18 SOX4 TAL2 TBX2 TFAP2C TMPO ZNF436 RIZ_ERYTHROID_DIFFERENTIATION_HEMGN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RIZ_ERYTHROID_DIFFERENTIATION_HEMGN CUX1 E2F8 ELL2 EYA2 FOSB FOXA1 HOXA2 KLF5 MPL NCOA1 NFE2L3 NKX2-5 NR0B2 NR2F1 NR4A2 PBX3 POU2F3 POU3F3 RUNX1T1 SOX1 SOX18 SOX4 TAL2 TBX2 TMPO ZNF436 RODRIGUES_DCC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_DCC_TARGETS_DN AAK1 ABAT ACOX1 AHR ALDH3A2 APPL1 ARHGDIA ATF2 BACE1 BCL6 BICD1 BIK BTG1 CARD8 CAT CCND2 CCNG2 CD44 CD82 CDC42EP3 CLSTN3 CMTM6 CORO2A CREBL2 CROT CSRP2 CYP2R1 CYP4V2 DZIP3 ECH1 ELK3 ELMO3 EPS8 ERAP2 FDXR FMO5 FOSL2 FOXN3 FOXP1 FYN GADD45A GFPT1 GGCX GLRX GNG2 GPC4 GPR160 GPR88 GSN HBP1 HERC4 HOXA3 IFITM1 IQGAP2 KDM5B KLF6 KLF7 LGR5 LIMCH1 LITAF LONP2 MAPRE3 MAST4 MBP MECP2 MID1 MMP11 MXD4 MYLIP MYO10 NDUFB8 NNT NR1D1 NR2F1 NR5A2 NRP1 NUPR1 PCDHB16 PCMTD2 PDCD4 PIK3CA PIM1 PKN2 PPP3CB PRKAB2 PSMB9 PTMS PTP4A3 PTPRG RAB8B RAD50 RASGRP1 RNF5 RUNX2 SCNN1A SELENOP SEPTIN3 SEPTIN6 SIN3B SLC2A10 SMARCA2 SNTB1 SNX25 SSH1 TANK TBX3 TGFB2 TRAK2 TRIM2 TRIM23 TRIP11 TSC22D3 U2AF1 UBR1 UTRN VWA5A ZFYVE16 ZNF277 ZNF780A RODRIGUES_DCC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_DCC_TARGETS_UP C4BPB CD55 INHBB MAGEA2 SLC2A1 SNX5 RODRIGUES_NTN1_AND_DCC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_NTN1_AND_DCC_TARGETS AKAP10 ARHGEF3 BCL3 CAMK2D CDH17 CDKN1C ELF3 ERO1B ETS2 FOS H19 ITGA2 KIF13B KLF10 KLF9 KMT2E MACROH2A1 MALAT1 MAML3 MMD MSX2 MT1E MT1F MT1X MT2A NEAT1 NF1 NFKBIZ PDE4C PKM PPARA RAB26 SNX5 TALAM1 TBC1D4 RODRIGUES_NTN1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_NTN1_TARGETS_DN ADAMTS5 ADORA1 AHNAK AREG ARHGAP26 ARID1B ARID5B ARL4C ARRB2 ASCL2 ATRX BCAM BIN1 BOLA1 C9orf152 CACNA1I CACUL1 CAMK2G CANT1 CBL CCL15 CDK13 CDK18 CDX2 CEBPA CHRM1 CLDN2 CLDN3 CLDN4 CLOCK CNOT4 CTSE CUL4A CYSLTR1 DAPP1 DDC DGKD DMPK DUSP6 ENC1 EPB41L2 EPOR EREG EVI2A FBXO2 FLNB FN1 FOLR1 FSCN1 GAA GDA GSE1 HECTD1 HLA-DRB1 HNRNPD HOXB5 HSPG2 HTATIP2 ID1 IER3 IFNGR1 IRF8 IRF9 ITGB4 ITGB5 KCNQ1 KIFC2 KLF13 KLF2 KLK1 KLK6 KRT13 KRT18 LGALS4 LIMK1 MAGI1 MDM4 MED6 MET MINK1 MKLN1 MLXIP MMP15 MSH5 MSLN MSTN MYH14 MYLK MYO18A MYO1A MYOF NAGLU NASP NECTIN2 NFAT5 NR4A1 NUMA1 OGFR PACSIN2 PAPSS2 PCDH1 PGF PIK3CA PIP5K1A PIP5K1B PLAAT3 PMS2P2 POU3F1 PPL PRLR PRSS3 PRSS8 PXN RAB25 RAB27B RAPH1 RBM5 RBMS2 RHOF RIT1 RNF213 RNU6-37P RRBP1 SEMA4G SEZ6L2 SFXN3 SHB SIGIRR SLC6A20 SOX13 SOX9 SPAG9 SPEN SPG7 SRPK2 STK17B SULT1A1 SULT1A2 SULT1A3 TGFBR2 TIMP3 TNFRSF1B TNFRSF21 TNFRSF25 TNFSF15 TNNC1 TNS4 TSPAN8 UBE2G2 USH1C USP3-AS1 VASP VDR VEGFA VIL1 VSIR WNK1 ZFPM1 ZNF175 ZNF44 ZNF814 RODRIGUES_NTN1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_NTN1_TARGETS_UP BDNF FBXO11 FHOD3 HMGN5 HOXD10 KITLG LEF1 NFIB NRXN3 PCDHB14 PLXNC1 PXN-AS1 RDX SATB2 SH3BGRL SOCS2 TOX3 RODRIGUES_THYROID_CARCINOMA_ANAPLASTIC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_ANAPLASTIC_DN AAK1 ABAT ABCA5 ABHD14A ABI3BP ABTB3 ACAA1 ACOX1 ACTA2 ADAL ADGRA2 ADGRA3 ADGRL2 AFAP1L2 AGO1 AGPAT3 AGTR1 AHCYL2 AKAP1 AKAP12 AKAP13 AKAP17A AKT2 ALDH3A2 ALDH9A1 AMY1A ANKRD13A ANKRD46 ANKRD6 AOPEP AP4S1 AQP3 ARHGAP24 ARHGAP31 ARHGAP42 ARHGAP5 ARHGAP6 ARHGEF40 ARID1B ARID2 ARMCX2 ARSD ASAH1 ASB5 ASMTL ATOH8 ATP5IF1 ATP6V0E2 ATP9B AXIN2 AZGP1 B9D1 BANK1 BBS1 BCAM BCL2 BDH2 BEX4 BMPR1A BORCS7 BRWD1 BTD C10orf95-AS1 C11orf71 C16orf46 C22orf39 C8orf88 CACHD1 CALM1 CAMK1D CAV2 CBR4 CBX7 CCDC18-AS1 CCDC28A CCDC80 CCDC92 CD302 CDKL1 CDKL5 CDON CEBPD CERK CFH CHPT1 CIRBP CISD3 CLDN11 CLDN23 CLN5 CLN8-AS1 COL14A1 COX20 COX7B CPE CPNE3 CPQ CREB3L2 CROT CRTC3 CRYL1 CSGALNACT1 CSRNP3 CSRP1 CTSB CTSK CTSS CXorf38 CYB5D2 CYB5R1 CYBRD1 CYFIP2 CYLD CYP4V2 DANCR DCAF17 DCAF8 DDHD2 DDX25 DENND6A DEPTOR DGKI DGLUCY DMBT1 DOK5 DPY19L3 ECHDC2 ECHDC3 ECM2 EDNRB EED EGR1 EGR3 EIF1AX EIF4E3 EIF4EBP3 ELF2 EMC10 ENO3 ENPP1 ENY2 EPB41L4B EPM2AIP1 ERLIN2 EVA1C FAM110B FAM13A FAM162A FAM53B FAM66D FAM83F FARP1 FBXO21 FBXO7 FECH FEZ1 FGF13 FGF7 FHDC1 FHL1 FIP1L1 FKBP11 FKBP2 FKBP5 FKBP7 FLRT3 FMNL3 FMOD FNBP1 FNDC1 FOS FOXE1 FOXO1 FOXP1 FRMD4B FRY FTX FYCO1 FZD1 GABPB2 GALK2 GALNT11 GALNT18 GFOD3P GHR GIT2 GLCCI1 GLIPR2 GLIS3 GLT8D2 GNAI1 GNAQ GNAS GOLGA8N GPD1L GPM6A GPM6B GPR27 GPRASP1 GPRASP2 GPX3 GRAMD4 GRK5 GSN GSPT1 GSTA4 GSTM1 GSTM3 GSTP1 H19 HDAC11 HDHD2 HEIH HERC1 HES1 HEY1 HGSNAT HHEX HIGD1A HIRA HLA-DPA1 HNRNPDL HOOK3 HSP90B1 HSPA12A ICA1L ID1 IFTAP IGFBP7 IL17D ILVBL INAFM2 IPO5P1 IQCK ITGA1 ITPR1 IVD KANSL1-AS1 KAT2B KBTBD7 KCNAB1 KCTD12 KCTD2 KIAA1217 KIAA1671 KIDINS220 KIF9 KIZ KLF9 KLHDC1 KLHL41 LBH LHFPL6 LIFR LINC01140 LINC02614 LNX1 LONP2 LOXL4 LPCAT2 LRIG1 LRIG3 LRP8 LRRC37A2 LZTFL1 MAGEH1 MAGI1 MAGI2 MAMDC2 MAML3 MAN1A1 MAP3K1 MARCKSL1 MATN2 MB MCAM MED13L MEF2C MEIS3P1 METAP2 MIA3 MLLT3 MLPH MMRN2 MON2 MPC1 MPV17L MPZL2 MROH1 MRPL54 MRPS6 MSI2 MSRB2 MT1F MTFR1L MTURN MTUS1 MXRA7 MYL4 MYLIP MZF1 N4BP2L2 NDFIP1 NDUFA5 NEB NEBL NEDD9 NEO1 NF1 NFATC3 NIPSNAP3B NISCH NKAPD1 NKTR NLK NMB NME7 NPAS3 NR4A2 NSD1 NSUN4 NT5C3B OFD1 OR2A20P PABIR1 PAPOLG PAPSS2 PARM1 PARP8 PAX8 PBX1 PBXIP1 PCBP2 PCDH18 PCDH9 PDE4A PDGFD PDLIM5 PDSS2 PEBP1 PFKFB2 PHACTR2 PHYH PINK1 PITPNC1 PKIA PKNOX1 PLA2G12A PLEKHH1 PLPP1 PLPP3 PLSCR4 PNKD PODXL POLI PPP1R13B PPP3CB PPP6C PRAG1 PRDM11 PRKAR1A PRKG1 PRKX PRR4 PSD4 PTPN11 PTPN4 PTPRB PTPRD PTPRG PURA PYM1 RAB18 RALGAPA2 RAPH1 RASSF5 RASSF8-AS1 RASSF9 RBM26-AS1 RBMS3 RBPMS RCAN3 RERE RFX1 RGS5 RILPL1 RILPL2 RIMKLB RMDN1 RNASET2 RNF170 RNF38 RNPC3 RRAGD RRBP1 RUFY3 RXRA SAMD13 SAP30BP SASH1 SBSPON SCARA3 SDC2 SDF2L1 SERF2 SERTM1 SESN1 SESN3 SGK1 SH3BGRL SH3BGRL2 SH3RF1 SHANK2 SIAE SIDT2 SKP1 SLC16A2 SLC16A4 SLC17A5 SLC18B1 SLC25A15 SLC25A23 SLC25A27 SLC25A29 SLC25A3 SLC25A4 SLC26A4 SLC35D2 SLC38A10 SLC39A14 SLC44A1 SLC4A4 SLC5A3 SLC66A2 SLC6A13 SLC7A8 SLIT2 SMAD1 SMAD4 SMAD9 SMCO4 SMDT1 SMIM19 SNHG5 SNN SNORD60 SNRK SNRPA1 SNRPN SNTB2 SNX1 SNX22 SORD SORL1 SPRING1 SPTBN1 SRRD SSBP2 ST3GAL1 ST3GAL5 ST6GALNAC3 ST8SIA4 STARD13 STAT5B STOM STRBP STX12 STXBP6 SULT1A1 SULT1A2 SULT1A3 SYNE2 SYNPO2 TACC2 TATDN3 TBC1D1 TBC1D24 TBX3 TCF4 TCTA TCTN1 TEF TENT5C TEX2 TEX264 TFF3 TIMP3 TMED4 TMEM116 TMEM150C TMEM164 TMEM171 TMEM178A TMEM25 TMEM50B TMEM64 TMEM67 TMF1 TNFRSF11A TNFRSF11B TNS1 TOB1 TOM1L2 TPST2 TRIB1 TRIM58 TSPAN12 TULP4 UBB UBE2D3 UBR5-DT USP54 UST VGLL4 VWA5A WASF3 WDFY3-AS2 WDR72 WFS1 ZBED1 ZBED3 ZBED5-AS1 ZBTB20 ZBTB37 ZBTB47 ZC2HC1A ZC3H6 ZCCHC24 ZFAND4 ZFHX3 ZFP36L2 ZFYVE21 ZMAT1 ZMIZ1 ZNF431 ZNF518A ZNF573 ZNF678 ZNF706 ZNF711 ZNF875 ZSCAN18 RODRIGUES_THYROID_CARCINOMA_ANAPLASTIC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_ANAPLASTIC_UP ACAP2 ACOT13 ACP1 ACTL6A ACTR2 ADAM10 ADGRF4 ADK ADORA1 ADORA2B ADRM1 AFF4 AGPS AHNAK AHNAK2 AIMP1 AK4 AKIRIN2 AMIGO2 AMMECR1 ANAPC1 ANKHD1 ANKRD1 ANLN ANXA2 ANXA2P2 AP3D1 APC APCDD1L-DT API5 AREG ARFGEF2 ARHGAP11A ARHGAP5 ARL4C ASAP1 ASCC3 ASNS ASPM ATAD2 ATG12 ATG5 ATP11B ATP13A3 ATP2B1 ATR ATRX ATXN3 AURKA AURKB B4GALT5 BBC3 BCHE BCL2L1 BCLAF1 BID BIRC3 BLZF1 BMAL2 BOD1L1 BORA BRAP BRCA2 BRCC3 BRIX1 BRWD1 BTAF1 BUB1B BUB3 BZW1 C18orf54 C3orf80 C5orf24 C5orf34 CALU CAMK2N2 CAMSAP1 CAPRIN1 CARS1 CASP4 CAST CBFB CBX3 CCDC88A CCNB1 CCT2 CCT6A CCZ1 CD58 CDC20 CDC40 CDC42EP3 CDC5L CDH2 CDK1 CDK6 CDK7 CDKN2A CDYL CEBPG CEBPZ CELSR3 CENPA CENPE CENPF CENPU CEP55 CEP57 CEP63 CHAC2 CHEK1 CHML CIP2A CKAP2 CKAP5 CKS2 CLDN1 CLIC4 CMSS1 CNOT1 COL7A1 COMMD2 COPA CORO1C CPSF2 CPSF3 CREB5 CSAG3 CSE1L CSNK1A1 CSNK1D CSNK1G3 CTDSPL2 CTHRC1 CTSA CUL4B CUL5 CWC22 CXCL1 CXCL5 CXCL8 CYTOR DBF4 DBT DCBLD2 DCUN1D1 DDX27 DDX39A DDX3X DDX52 DENR DEPDC1 DEPDC7 DHX36 DHX9 DIAPH3 DKK3 DLG1 DNAJC10 DNAJC13 DNM1L DNMT1 DNTTIP1 DNTTIP2 DPH3 DPM1 DSE DSG2 DSG2-AS1 DUSP5 DUXAP10 DUXAP8 DYNC2H1 E2F7 ECT2 EEF1E1 EFL1 EGFR EIF2S1 EIF2S2 EIF4A1 EIF4A2 EIF4EBP1 EIF4G1 EIF4G2 EIF5 EIF5A EIF5B ELF4 ELOVL6 ENC1 ENO1 ENSG00000187951 EPRS1 ERCC8 EREG ERLIN1 ESF1 ESYT2 ETV5 EVA1A EXOC5 F2RL2 FADS3 FAF1 FAM168B FAM72C FAR1 FAS FBXO11 FBXO22 FBXO32 FBXO38 FBXO45 FEN1 FGFR1OP2 FIGN FIGNL1 FKBP15 FLNA FN1 FOXM1 FRMD5 FXR1 FYTTD1 G2E3 GABPB1 GAD1 GALE GART GAS2L3 GAS5 GDF15 GFM2 GFPT1 GLRX GLRX3 GLRX3P2 GMFB GNAI3 GNG12 GNL2 GOLT1B GOPC GPR158 GPR39 GPT2 GPX8 GSK3B GTF2H2 GTPBP10 GTPBP2 GTPBP4 H3C10 HAUS3 HAUS6 HDAC9 HECTD1 HERC4 HK2 HMGA2 HMMR HOXB7 HOXB9 HPS3 HRH1 HSP90AA1 HSPA13 HSPA4 HSPA9 HSPD1 HTATSF1 HYCC1 HYLS1 IARS1 IDS IER3 IFI16 IFIH1 IFIT2 IFIT3 IFRD1 IFT80 IGF2BP2 IGF2BP3 IL1RAP IMPDH1 INHBE IQGAP1 IRAK1 IRAK2 ITCH ITGA11 ITGB1 ITPRID2 JPT1 KCNMA1 KCTD5 KIF11 KIF14 KIF18A KIF20B KIF2A KIF5B KLHL5 KMT2C KNL1 KPNA2 KPNA4 KRT80 L1CAM LACTB LAMB3 LARS1 LCORL LCTL LDLR LEO1 LGALS8 LIF LIG4 LIN9 LINC00342 LINC00511 LINC00662 LINC00958 LINC00973 LMAN1 LNPEP LOC105379499 LPP LRIF1 LYAR LZIC MAD2L1 MAGEA1 MAGEA12 MAGEA3 MAGEA5P MAGEC2 MAP4K5 MAPK1 MAPK14 MATR3 MBNL1 MBNL2 MCM2 MCM4 MCM7 MCM8 MCOLN3 MED6 MED8 MELK METTL5 MFAP3 MFN1 MICAL2 MICB MIOS MIPOL1 MIS18A MITD1 MKKS MKX MLF1 MME MOB1A MOB4 MOCOS MORF4L2 MOSPD1 MPHOSPH10 MRE11 MRPL13 MRPL42 MRPL47 MRPS17 MRPS30 MSH6 MTAP MTFR2 MTHFD1L MTHFD2 MTHFD2L MTMR1 MYBL1 NAA15 NAA50 NABP1 NAMPT NBN NBPF14 NCBP1 NCBP2 NDC1 NDC80 NDUFAF7 NEK2 NEMF NEMP1 NFE2L3 NIFK NIPBL NLN NMD3 NME7 NMI NOG NOL8 NOP56 NPM1 NRAS NUDT21 NUF2 NUP107 NUP58 NUSAP1 NXPH4 OGFOD1 OGFRL1 ONECUT2 ORC5 ORC6 OSBPL10 OSBPL8 OSER1 OXR1 PAGE1 PAICS PAK2 PAPOLA PCDHGC3 PCNX4 PDRG1 PEG10 PFDN4 PGM3 PHIP PIK3CA PLAU PLCB1 PLEC PLK2 PLK4 PLP2 PLSCR1 PMAIP1 PMS1 PNMA2 PNN PNPT1 POLH POLR1F POLR3C PPP1R14B PPP2R3C PPP4R3B PPWD1 PRIM2 PRKAA1 PRPF40A PRPF4B PRR11 PSAT1 PSMA3 PSMA5 PSMD12 PSMD14 PSPH PTBP3 PTPN11 PTPN12 PUM3 PVR QSER1 QSOX1 RAB27B RAB32 RACGAP1 RAD50 RAD51AP1 RAE1 RALGAPB RALGPS2 RARS1 RARS2 RASAL2 RBAK RBBP6 RBBP8 RBM34 RBM39 RBMS1 RC3H2 RCC1 RCC2 RECQL RESF1 REXO2 RFC1 RFX3 RHOBTB3 RIF1 RIGI RIOK2 RLF RND3 RNF175 RNF6 RNGTT ROR1 RPAP3 RPE RPF2 RPS27A RPS6KB1 RRAS2 RSF1 RSRC1 RTCA RUNX1 RUNX2 S100A10 S100A11P1 S100A2 SAAL1 SAMD9 SATB2-AS1 SCAMP1 SCAND3 SCHIP1 SCYL2 SEL1L SEMA3A SEMA3C SENP5 SERPINH1 SESN2 SF3B1 SGO2 SHMT2 SIKE1 SIX4 SKA2 SKA3 SKIC3 SLC16A1 SLC16A3 SLC1A4 SLC1A5 SLC2A1 SLC38A1 SLC38A2 SLC7A1 SLC7A11 SLC7A5 SLCO4A1 SLFN5 SMC2 SMC3 SMC4 SMC6 SMURF1 SNAP25 SNHG12 SNHG26 SNORD30 SNRPB SP100 SP140L SPIRE1 SRGAP2 SRGAP2B SRGN SRPK1 SRSF6 SSB SSR3 SSX2IP ST3GAL6 ST6GALNAC5 STAG1 STAM2 STAMBPL1 STC2 STIL STIP1 STK17A STK17B STK38 STK4 STRN STX16 SUPT16H SUPT6H SYTL2 TAB3 TAF9 TANK TAP2 TARS1 TBL1XR1 TFAP2A TFRC TGFB1 TGFBR1 TGM2 THOC2 TIA1 TIGAR TLK1 TLL2 TM9SF4 TMEM158 TMEM167A TMEM259 TMEM30A TMOD3 TMPO TNC TNFRSF10B TNFRSF12A TNFSF9 TOMM70 TOP1 TOP2A TOPBP1 TOR1AIP2 TOX2 TP53RK TPBG TPM4 TPR TPTE TPX2 TRIB3 TRIM36 TRIO TRMT1 TRMT5 TRMT6 TRUB1 TSC22D2 TTC3 TTC39C TTK TTPAL TUBGCP3 TUFT1 TUSC3 TWF1 TXNDC9 TXNRD1 U2SURP UBA6 UBE2C UBE2S UBE3C UBXN4 UCK2 UGCG UGGT2 UHMK1 ULBP2 USO1 USP1 USP10 USP15 USP16 USP31 USP34 USP47 UTP15 VCAN VMA21 VPS26C VPS35 VPS50 VTA1 WAPL WARS1 WASHC4 WDHD1 WDR17 WDR36 WDR53 WDR75 XAF1 XPOT XRCC4 XRN1 XRN2 YARS1 YIPF5 YWHAZ ZBTB11 ZBTB38 ZCCHC7 ZDHHC20 ZIC1 ZMYND19 ZNF131 ZNF138 ZNF146 ZNF160 ZNF184 ZNF317 ZNF367 ZNF549 ZNF567 ZNF600 ZNF616 ZNF644 ZNF655 ZNF675 ZNF700 ZNF780B ZNF91 ZNF92 ZWILCH RODRIGUES_THYROID_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_DN AIG1 ALCAM AMIGO2 ANAPC5 ANK3 ANKRD28 AREG ARHGAP29 ARHGAP35 ATXN1 BBC3 BBX BNC2 CD44 CDC42EP3 CDK6 CLDN1 COL8A1 CREB5 CXCL1 DCBLD2 DICER1 DMD DUSP10 ERCC6L2 F2RL2 FN1 GMEB2 HIPK2 HIVEP2 IGF2BP2 IRF1 IRF1-AS1 ITGB8 KANSL1 KATNBL1 KCNMA1 L3MBTL1 LIF MAP2 MFSD14CP MORF4L2 MYO1D NAA50 NABP1 NAMPT PAX8 PCBP2 PGPEP1 PHLDB2 PLCB1 PLEC PMEPA1 PPP1R13L PTPRK RNF213 RNF217 ROBO1 RSF1 S100A10 S100A2 SAMD9 SHANK2 SNHG12 SRGN ST3GAL6 SYTL2 TAB2 THBD THBS1 TM2D1 TSC22D2 UBXN7 UGCG ZMYM2 ZNF160 ZNF207 ZNF512B RODRIGUES_THYROID_CARCINOMA_POORLY_DIFFERENTIATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_POORLY_DIFFERENTIATED_DN AAK1 ABAT ABCA8 ABCG1 ABHD14A ABI2 ABLIM1 ACAA1 ACACB ACAD8 ACOX1 ACTA2 ADD1 ADD3 AFDN AFF4 AGO3 AGTR1 AHCYL2 AKAP1 AKAP10 AKAP9 AKR1C1 AKT2 AKT3 ALAD ALDH2 ALDH3A2 ALDH5A1 ALMS1 AMY1A ANAPC16 ANAPC5 ANGPTL1 ANKRD10 ANKRD28 ANKS1A ANO10 ANXA4 AP4S1 APBB2 APOLD1 ARFGAP2 ARHGAP1 ARHGAP5 ARHGEF3 ARID1B ARID2 ARL17A ARL17B ARL4D ARL5A ARSD ASAP3 ATF7IP ATP1A1 ATP8A1 ATXN1 ATXN2 ATXN3 B3GALNT1 BAG5 BBIP1 BBS1 BBX BCAM BCL2 BCR BEX4 BHLHE41 BICRAL BOC BSDC1 BTD C2orf68 C3orf52 C4A C8orf88 C9orf85 CABIN1 CACHD1 CACNA2D1 CAPN1 CAPN3 CAPS2 CASC3 CASP6 CAT CBR4 CBX7 CCDC152 CCDC18-AS1 CCDC28A CCDC80 CCDC92 CCL28 CCN2 CCND2 CD24 CD24P2 CD24P4 CD302 CD44 CD47 CD59 CD74 CDC42EP4 CDK10 CDK13 CDKL5 CDON CDS1 CENPL CES2 CFLAR CHASERR CHD2 CHD9 CHKB CIRBP CITED2 CLDN10 CLIP1 CLMN CLN5 CLU COL3A1 COL4A1 COL4A2 COL4A3 COL8A1 CPE CPEB3 CPQ CRIPT CROCCP2 CROT CRTC3 CRYL1 CSNK2A1 CSRNP1 CSRP1 CST3 CTNND1 CTSB CTSK CUL3 CXCL12 CXorf38 CYB561 CYB5D1 CYBRD1 CYLD CYTH1 DCAF8 DCLRE1C DCTD DDR1 DDX17 DEDD2 DENND2B DENND6A DEXI DHRS1 DHRS3 DICER1 DMD DNAJB2 DNAJC5 DNASE1L1 DPYSL3 DTNA DYNLL2 ECHDC2 ECM2 EDNRB EFNA1 EHD4 EIF4E3 ELF2 ELL2 EMP1 ENOSF1 ENPP2 ENPP5 ENSG00000287769 ENY2 EPB41 EPB41L4B EPB41L5 EPCAM EPHA4 EPM2A EPM2AIP1 ERAP1 ERBB2 ERBB3 ERCC6L2 ERMP1 ERO1B ESAM-AS1 F11R FAM111A-DT FAM117A FAM13A FAM161B FAM199X FAM76A FBLN1 FBN1 FBXL17 FBXO21 FBXO25 FBXO3 FBXO30 FBXO34 FBXO7 FBXO9 FGD4 FHDC1 FKBP5 FLNB FMNL3 FMO5 FMOD FNBP1 FOLR1 FOXO1 FOXP1 FTX FYCO1 FZD3 FZD5 GABPB1-AS1 GABPB1-IT1 GADD45B GALNT10 GATM GCNT1 GGNBP2 GID8 GJA1 GLCCI1 GLIPR2 GLUL GNAL GNAS GOLGA8N GOLGB1 GON4L GPATCH2L GPBP1L1 GPD1L GPR160 GPRASP1 GPRASP2 GPRC5A GPX3 GRAMD2B GRHL2 GSN GSPT1 GSTK1 GTF2H3 GUSBP1 GUSBP14 GXYLT2 H1-10 H19 H3-3B HAUS2 HBB HCLS1 HDAC11 HEBP1 HECTD1 HERC1 HES1 HHEX HIPK2 HIPK3 HIRA HIVEP2 HLA-DPA1 HLA-DPB1 HLA-DRB1 HOMER2 HOOK3 HSCB HSD17B6 HSD17B7 HSD17B8 HTATIP2 IKZF2 IL11RA INAFM2 INO80D INPP5A INTS6-AS1 IRAG1 IRS1 ITGA1 ITGAV ITGB8 ITPR1 ITPR1-DT ITPRID2 IVD JUN JUND KANK1 KANSL1 KANSL1-AS1 KAT2B KATNBL1 KBTBD4 KBTBD7 KCTD10 KCTD12 KDM3B KDM4B KIAA1217 KIAA1671 KIF9 KLF6 KLHDC1 KLHDC8B KLHL24 KLHL41 KMT5B KRT7 KRT8 KSR1 L3MBTL1 LAMA4 LATS1 LBH LEPR LGMN LIFR LIG3 LIMCH1 LIMD1 LIMK2 LINC00667 LINC01140 LINC02614 LINC03072 LINS1 LIPG LLGL2 LNX1 LONP2 LRCH3 LRIG1 LRIG3 LRP8 LRRC37A2 LRRFIP1 LSM14A LSR LTBP2 LTBP3 LYRM9 MACROD1 MAF MAGI1 MAGI2 MALAT1 MAN1B1-DT MAN2B2 MAN2C1 MANSC1 MAP3K1 MAP3K20 MAP3K5 MAPK13 MARVELD2 MATN2 MBNL1 MBP MCCC2 MDM4 MED13L MED23 MED28 MED29 MED31 MED6 METAP2 METTL9 MFSD14CP MGC16275 MGRN1 MIA2 MIR3685 MKRN1 MLLT6 MLXIP MMRN2 MOB3B MON2 MRI1 MROH1 MRPL19 MRPL30 MRPS30 MRTFB MSANTD2 MSI2 MT1F MT1G MTARC2 MTMR10 MTMR3 MXI1 MXRA5 MXRA7 MYL4 MYLIP MYLK MYO9A N4BP2L2 NAMPT NANOS1 NCOR1 NDUFA5 NDUFB4 NDUFS8 NEAT1 NEDD9 NEK4 NELFA NEO1 NET1 NF1 NFIA NFIC NFKBIA NINJ2-AS1 NIPAL3 NKAPD1 NKTR NOP53 NOPCHAP1 NPIPB3 NR1D2 NR2F2 NSD1 NT5C3B NUDT16 NUDT16L2P NUDT3 NUTM2A-AS1 OCLN OFD1 OPN3 ORMDL3 PAGR1 PAK1 PAPOLA PAPOLG PARD6G PARP8 PATJ PAX8 PCBP2 PCMTD1 PCYOX1 PDCD2 PDCD4 PDE4C PDF PDGFD PDK2 PDLIM5 PEBP1 PELI1 PER3 PEX7 PFKFB2 PGAP3 PGF PHACTR2 PHC3 PHF11 PI4KB PIAS1 PID1 PIGV PIK3IP1 PINK1 PIP4K2B PITPNA PKP4 PLAT PLEKHH1 PLG PLIN3 PLLP PLPP1 PLPP3 PNISR PNISR-AS1 PNRC1 PODXL POGZ POLI POR PPARD PPIL6 PPP1CB PPP1R13B PPP1R21 PPP2R2A PPP3CB PPP6R2 PRAG1 PRICKLE2 PRKAG2 PRMT2 PROM1 PROM2 PROX1 PRR4 PRTG PSD4 PTCD1 PTCSC1 PTEN PTGER4 PTPN4 PTPRB PTPRG PURA QNG1 RAB18 RAB40B RABL2B RALGAPA2 RAP1A RAP1GAP RAPGEF5 RASA4 RASSF4 RBL2 RBM26-AS1 RBM5 RBM8A RBMS3 RBPMS RBSN RCAN3 RECK RELL1 RERE RETREG3 REV1 RFFL RFX1 RGS5 RHOQ RILPL1 RILPL2 RMDN1 RNASET2 RNF135 RNF141 RNF144B RNF146 RNF170 RNF213 RNF217 RNF38 RPL15 RPS6KA5 RPUSD3 RRBP1 RSBN1 RSF1 RSPH3 SAMD13 SASH1 SBSPON SCARB2 SCD5 SDC2 SEC62 SEC63 SECISBP2L SELENBP1 SELENOK SELENOP SERF2 SERPINA1 SESN1 SETD2 SGK1 SGPP2 SH3RF1 SH3YL1 SHANK2 SIAE SIDT2 SIK3 SLAIN2 SLC12A8 SLC18B1 SLC1A1 SLC25A29 SLC25A3 SLC26A7 SLC29A1 SLC38A10 SLC39A14 SLC40A1 SLC41A1 SLC41A3 SLC45A4 SLC4A4 SLC66A3 SLC9A7 SLCO3A1 SLPI SMAD4 SMAD9 SMARCE1 SMIM10L2A SMPDL3A SNAP23 SNED1 SNHG5 SNORD60 SNRK SNRPA1 SNTB1 SNX1 SNX5 SOBP SOCS2 SORBS2 SORD SORL1 SP1 SPATA13 SPDYE1 SPP1 SPRED1 SPTBN1 SRI SRRM2 SRSF11 SSBP2 ST3GAL1 ST6GAL2 ST7-AS1 STIM1 STMN3 STN1 STRBP STX12 SUDS3 SUGT1 SUGT1P3 SUPT20H SUSD6 SYNE2 SYNJ2 TAB2 TAGLN TALAM1 TAPBPL TARS3 TBC1D1 TBC1D24 TBC1D32 TBC1D4 TBL1XR1 TCAF1 TCF4 TCTA TCTN1 TEF TEFM TEX2 TGFBR2 TGFBR3 THBS1 THNSL2 TIAM2 TM2D1 TMBIM1 TMCC3 TMED4 TMEM106B TMEM150C TMEM164 TMEM171 TMEM178A TMEM241 TMEM65 TMEM80 TMF1 TMT1A TMTC1 TNFAIP3 TNFAIP8 TNFRSF11A TNRC6B TNS1 TNS3 TOB1 TOB2 TOM1L2 TOX4 TPCN1 TPMT TPST2 TRAK1 TRAPPC6A TRIM13 TRIM38 TSC22D1 TSHZ1 TSPAN12 TSPAN31 TSPAN5 TSPAN6 TTC5 TTC7A TUBGCP2 TULP4 TUSC2 TXNIP TXNL1 UBB UBE2D3 UBL3 UBN2 UBR5-DT UBTF UFL1 UNC45A USP34 USP54 UST UVSSA VAPB VCF2 VGLL4 VPS13C VPS51 VWA5A WASF3 WDPCP WDR11 WDR33 WDR7 WDR72 WFDC2 WWC1 WWOX XPO7 XRCC2 YIPF4 YPEL1 ZBED3 ZBED5-AS1 ZBTB18 ZBTB2 ZBTB20 ZBTB3 ZBTB4 ZBTB46 ZDHHC2 ZEB2 ZFHX3 ZFP36L2 ZFYVE21 ZMYM2 ZMYM5 ZNF160 ZNF207 ZNF250 ZNF264 ZNF319 ZNF331 ZNF362 ZNF431 ZNF487 ZNF492 ZNF493 ZNF506 ZNF512B ZNF518A ZNF573 ZNF587 ZNF587B ZNF599 ZNF611 ZNF652 ZNF682 ZNF75A ZNF8 ZNF875 ZNRF1 ZSCAN18 RODRIGUES_THYROID_CARCINOMA_POORLY_DIFFERENTIATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_POORLY_DIFFERENTIATED_UP ABCD3 ABCE1 ABCF2 ACOT7 ACP1 ACTR2 ADAM9 ADSL AFF4 AGFG1 AGGF1 AGPAT5 AGPS AIMP1 AK4 AK6 AMELX AMIGO2 ANLN ANXA1 AP1AR AP2S1 APC ARL5B ARL6 ARMC9 ARSB ASAH2 ASNS ASXL2 ATAD2 ATIC ATL3 ATP1B3 ATP6V1C1 ATR ATXN3 AURKA AVEN AVPI1 BBIP1 BCCIP BCHE BMS1 BNIP3L BOLA2 BRCA1 BRIX1 BRWD1 BTG3 BUB1B BUB3 C15orf48 C16orf87 C1orf43 C4orf46 C5orf22 C5orf24 C5orf34 CA5BP1 CACYBP CALU CANX CARS1 CBFB CBS CBX3 CBX5 CCDC14 CCDC34 CCDC77 CCDC88A CCNA2 CCNB1 CCNE1 CCNE2 CCPG1 CCSAP CCT6A CCT8 CD58 CDC123 CDC6 CDCA7 CDK1 CDKAL1 CDKN2B CEBPG CEBPZ CENPF CENPN CENPQ CENPU CENPW CFI CFL2 CHAC2 CHCHD3 CHEK1 CHRNA5 CIP2A CIT CKAP2 CKLF CKS1B CKS2 CLDN1 CLIC4 CMC2 COA1 COA7 COLGALT1 COPS8 CPSF2 CPSF3 CRNDE CSE1L CSNK1A1 CSNK1G3 CTDSPL2 CTPS1 CTSA CTSC CUL4B CYCS CYP51A1 CYTOR DBF4 DBT DCAF13 DCUN1D1 DCUN1D4 DDR2 DDX39A DDX3X DENND5B DERL1 DHFR DHX9 DIAPH3 DKK3 DLGAP5 DNAJC10 DNAJC2 DNAJC9 DNAL1 DNM1L DNMT1 DNTTIP2 DONSON DPP8 DPY19L1 DSN1 DTL DTYMK DYNC2H1 E2F5 ECT2 EDRF1 EGLN1 EIF2S1 EIF2S2 EIF2S3 EIF4EBP1 EIF4G2 EIF5A EIF5B ELOC ELOVL6 EMSY-DT ENC1 ENO1 ENO2 EPHX4 EPRS1 ERCC8 ERLIN1 ERO1A EVI5 EXOC5 EXOSC9 FAF1 FAM168B FAM200B FAM216A FAM72C FAM89A FANCD2 FANCI FBXO22 FBXO5 FEN1 FERMT2 FH FIGNL1 FKBP14 FRYL FUS FXR1 GALC GALE GARS1 GART GAS2L3 GDI2 GEMIN2 GEN1 GFM1 GFM2 GFPT1 GGCT GIN1 GINS1 GINS2 GLRX GLRX2 GLRX3 GLRX3P2 GMFB GMPS GNAI1 GNAI3 GNL2 GOLGA7 GON7 GOT1 GPC1 GPD2 GPNMB GPR180 GPSM2 GPT2 GPX8 GRPEL2 GSPT1 GSR GTF2H2 GTPBP10 GTPBP4 GTSE1 GUF1 H2AC25 H2AZ1 H2BC12L H2BC6 H2BC7 H2BC9 HACD1 HAT1 HAUS1 HAUS6 HCCS HEATR1 HELLS HERC4 HLTF HMGB2 HMGB3 HOXB7 HPS3 HSPA13 HSPA14 HSPA4 HSPA4L HSPA9 HSPD1 HYLS1 IDE IFI16 IFT56 IGF2BP3 IKBIP IL1RAP IL6ST IL7R IMPDH1 INTS7 IQGAP3 ITCH ITGB1 ITGB1BP1 ITGB3BP JPT1 KBTBD2 KCTD5 KIAA0586 KIF14 KIF18A KIF1B KIF20B KIF2A KIF2C KIF5B KIRREL1 KISS1R KLHL7 KNL1 KNTC1 KPNA2 KPNA4 LACTB2 LAPTM4B LARP1B LDB1 LEO1 LEPROTL1 LIN9 LINC00662 LMNB1 LMNB2 LNPEP LOC105379499 LONP1 LRIF1 LRPPRC LRR1 LY6E LYAR LZIC MAD2L1 MAD2L2 MAN1A2 MANEA MAP4K5 MAPK1 MASTL MATR3 MBNL1 MCM2 MCM4 MCM6 MCM7 MCM8 MCMBP ME2 MED6 MFN1 MICAL2 MICU1 MIPOL1 MIS18A MKI67 MKKS MKLN1 MOB1A MPHOSPH10 MRPL13 MRPL37 MRPL42 MRPL47 MRPS12 MRPS16 MRPS9 MRTO4 MSH6 MTFP1 MTFR1 MTFR2 MTHFD1L MTHFD2 MTIF2 MTREX MYBL1 NAA15 NABP1 NADK2 NAMPT NASP NBN NCAPG NCBP2 NDC1 NDUFV3 NEDD4 NEMF NEMP1 NETO2 NHLRC2 NICOL1 NIFK NLN NMD3 NME1 NNT NOLC1 NOP16 NOP58 NPM1 NPM3 NQO1 NRAS NUDT21 NUDT5 NUP155 NUP50 NUSAP1 NXPH4 ODF2L OGFOD1 ORC5 ORC6 OSBPL3 OSMR OSTM1 P3H1 P4HA1 P4HA2 PACC1 PAG1 PAICS PAM16 PAPOLA PAQR3 PARPBP PBK PCNA PDCD5 PFDN4 PHF14 PHGDH PHLDA2 PHTF1 PHTF2 PI4K2A PLAUR PLOD3 PLPP2 PMAIP1 PMS1 PNP PNPT1 POLD2 POLH PPAT PPP1R14B PPP2R3C PPP4R3B PRC1 PRELID1 PRKAA1 PRKDC PRPF40A PRR11 PRTFDC1 PSAT1 PSMA2 PSMA3 PSMA5 PSMC3IP PSMD14 PSMD8 PSMG1 PSPH PSRC1 PTPN12 PTPN14 PVR PXDN RAB5IF RABGGTB RACGAP1 RAD18 RAD51AP1 RAD51C RAI14 RALGPS2 RAN RAP1GDS1 RAP2A RARS1 RASAL2 RBAK RBBP4 RBBP8 RBL1 RCC1 REEP3 RESF1 RFC1 RFC2 RFC4 RFWD3 RHOBTB3 RIF1 RNASEH2A ROR1 RPAP3 RPE RPL26L1 RPRD1A RRM1 RSRC1 RTCA SAR1A SAR1B SASS6 SCAMP1 SCD SEC61A2 SEH1L SEL1L SEPTIN10 SERPINH1 SESN2 SETD9 SFXN1 SGCB SGCE SGO2 SHCBP1 SIKE1 SINHCAF SIPA1L1 SLC16A1 SLC25A32 SLC2A1 SLC30A5 SLC39A14 SLC39A9 SLC4A7 SLC7A11 SLF1 SLMAP SMC2 SMC3 SMC4 SMC6 SMG1P2 SMG1P5 SNAPC1 SNCA SNHG26 SNHG4 SNRPD1 SNX13 SOAT1 SOCS4 SPCS3 SPDL1 SPIRE1 SRD5A1 SRGAP2 SRGAP2B SRPK2 SRSF10 SRSF6 SS18 SSBP1 SSR1 SSR3 SSX2IP STAM STAM2 STC2 STEAP3 STIL STMN1 SUB1 SUGT1 SUPT16H SUV39H2 TANK TARS1 TBC1D7 TFAM TFDP2 TFRC THAP9-AS1 TIMM17A TIMM23 TIPIN TIPRL TLCD4 TLK1 TMED5 TMEM161B TMEM167A TMEM30A TMEM45A TMEM97 TMPO TNFRSF10B TNFRSF12A TNFSF9 TOMM22 TOPBP1 TOX2 TPGS2 TPM4 TPR TRIP11 TRUB1 TSEN15 TSN TTF2 TTK TTL TUBG1 TUSC3 TWF1 TYMS U2SURP UBA6 UBE2C UBE2M UBE2S UBE2V2 UBE2W UCHL5 UCK2 UGGT2 UPP1 USP1 USP16 USP47 UTP15 VKORC1L1 VPS35 VPS50 WAPL WDHD1 WDR12 WDR3 WDR4 WDR41 WDR75 WDR76 XRCC4 YIPF5 YKT6 YME1L1 YTHDF3 YWHAZ ZBTB8OS ZC3H15 ZC3H7A ZC3HAV1L ZEB1 ZNF146 ZNF367 ZNF644 ZNF780B ZWILCH ZWINT RODRIGUES_THYROID_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODRIGUES_THYROID_CARCINOMA_UP ARHGAP42 BORCS7 COPS8 DISP1 ECI1 FAM89A FKBP11 GNAI1 MCRIP2 PAG1 PHYH RPS23 SDF2L1 SLC16A6 TATDN3 TMEM64 RODWELL_AGING_KIDNEY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODWELL_AGING_KIDNEY_DN AASS ABCA5 ABTB2 ABTB3 ADCY1 ADH5 AFDN-DT AK2 AMPD3 AMT AP5Z1 APLP2 ARFGEF3 ATP5F1A ATP5MC3 ATXN7L3B AUTS2 B4GALNT3 BBOF1 BCKDHB BMP7 C1orf226 CACNA2D3 CACNB2 CCDC93 CCNB1IP1 CEP15 CEP70 CIZ1 CLDN8 COX7B COX7C CPEB3 CRABP1 CSNK2A1 CTH CYB5RL CYCS DBT DCBLD2 DLAT ECI2 EGF ENOSF1 ERCC6L2-AS1 ERLIN2 ESRRG FAM153A FAM83F FAXDC2 FBXO21 FBXO3 FMO5 FNDC5 FOLH1 FRMD3 FXR1 GABARAPL1 GABARAPL3 GAD1 GHR GMNN GNAS GNG7 GOT2 GPRASP1 H1-7 HADHB HDAC6 HERPUD2-AS1 IMPACT ISCA1 ISOC1 ITPR1-DT KANK1 KLF9 KLHL24 KLHL3 KNG1 LARGE2 LDHB LINC00667 LINC02344 LPL LRPPRC MMUT MORN4 MPC1 MPPED2 MTO1 MTR MYBL1 NAA35 NDUFS1 NEBL NEDD4L NF1 NLK NNT NUDT4 NUDT7 OAT OXCT1 PALM PCLO PEBP1 PEG3 PHYH PLPPR1 PPFIA1 PPM1K PRKAA2 PTGER3 RBM14 RHOBTB3 RTN4 SCML1 SELENBP1 SHANK2 SIAH2 SKIC8 SLC16A7 SLC22A23 SLC25A36 SLC4A1 SLK SOHLH2 SP2 SRR SULT1C2 THSD7A TMEM38B TMEM80 TMPRSS2 TOX3 TPD52 TRPM6 TSPAN7 UAP1 UCHL5 UICLM VSIG10 WDFY2 WNK1 YOD1 ZBTB43 ZNF253 ZNF711 RODWELL_AGING_KIDNEY_NO_BLOOD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODWELL_AGING_KIDNEY_NO_BLOOD_DN AASS ABCA5 ABTB3 ADCY1 ADH5 AFDN-DT AHCYL1 AK2 ALDH6A1 AMT APLP2 ARFGEF3 ARHGAP18 ATP5F1A ATP5MC3 ATXN7L3B AUTS2 B4GALNT3 BCAN BCKDHB BMP7 C1orf226 C2orf68 CCNB1IP1 CEP15 CEP70 CLASP2 CLDN8 COX6C COX7B COX7C COX8A CPEB3 CRABP1 CSNK2A1 CTH CYB5A CYCS DBT DELE1 DHTKD1 DLAT DSG2 ECI2 EGF ENOSF1 ERLIN2 ESRRG FA2H FAM171A1 FAM83F FBXO21 FBXO3 FMO5 FOLH1 FRMD3 GABARAPL1 GAD1 GATB GHR GMNN GNAS GOT2 GPRASP1 GSTA4 GSTM4 HADHB HERPUD2-AS1 HSPA9 IGF1R IMPACT ISCA1 ISOC1 ITPR1 ITPR1-DT KLF9 KLHL24 KLHL3 KNG1 LDHB LINC00667 LINC02344 LPL LRPPRC LRRC2 MACIR MMUT MPC1 MPPED2 MT-ND4 MTO1 MTR NAA35 NDUFS1 NEBL NEDD4L NNT NUDT4 NUDT7 OAT OXCT1 PAIP1 PALM PCBP2 PCLO PEBP1 PEG3 PHYH PLPPR1 PPFIA1 PPM1K PPP2R1B PRDX3 PRKAA2 PTGER3 RALGPS1 RBM14 RHOBTB3 RTN4 SCML1 SHANK2 SKIC8 SLC16A7 SLC22A23 SLC25A36 SLK SOHLH2 SP2 SRP9 SRR SULT1C2 TBC1D24 TBC1D9 TCTN3 THRB THSD7A TMEM38B TMEM80 TMPRSS2 TOX3 TPD52 TSPAN7 UAP1 UCHL5 USP9X WNK1 ZBTB43 ZNF711 RODWELL_AGING_KIDNEY_NO_BLOOD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODWELL_AGING_KIDNEY_NO_BLOOD_UP A2M AATF ABCC3 ABI3BP ACER3 ADCY10P1 ADGRG1 ADRA2A AEBP1 AIDA ALPK2 AMBP ANTXR1 ANTXR2 ANXA1 ANXA2 ANXA2P3 ARHGAP1 ASNS ATL3 AXL B3GAT3 BHLHE41 C1QA C1QB C1QC C1R C1S C3 C4A C7 CALU CAVIN1 CCL2 CCN3 CDC42EP1 CDH11 CDH6 CDO1 CFB CHRNA3 CKAP4 CLDN1 CLDN3 COL14A1 COL15A1 COL1A1 COL1A2 COL27A1 COL3A1 COL5A1 COL6A3 CRELD2 CTHRC1 CTTNBP2NL CXCL14 CXCL2 CXCL6 CYFIP1 DCDC2 DEGS1 DKK3 DLGAP1 DPCD DPP3 DRAM1 ERICH3 FBN1 FCAMR FEZ2 FHL1 FIBIN FN1 FSCN1 GABBR1 GABRP GFRA1 GGT5 GGTA1 GPNMB GPR61 GPX8 HAVCR1 HEXB HGF HIKESHI HOMER3 IFI27L2 IGHV3-47 INHBA ISLR ITGA1 ITGB6 ITM2C ITPR3 KCND3 KIRREL1 LACC1 LDLRAD4 LEPROT LINC02086 LIX1 LOXL1 LTF LUM MAP4 MCAM MFGE8 MGLL MICALL2 MIOS MIR34AHG MMP11 MMP7 MOXD1 MRAS MRC1 MSR1 MTHFD1L MYDGF MYOF MYRF NFIX NFKBIZ NNMT NR2F1 NUAK1 OCLNP1 OSMR P4HB PAM PAPPA2 PCDHA9 PDGFC PDIA4 PGGHG PGM2L1 PHLDA3 PIGR PKIB PLK2 PLOD3 POLE4 POLR1D PPP1R14A PPP1R14B PRB1 PRICKLE1 PROM1 PRUNE1 PXDN RAB34 RAD54L RARRES1 RBMS3 RBP1 RFTN1 RGS1 RHEX RNF213 RPL12 RPL22L1 RPL27 RPL35 RPL35A RPN1 RPN2 RPS10 RPS25 RPS27L SCN5A SERPINE2 SERPING1 SERPINH1 SETD7 SLC1A3 SLC40A1 SLC46A3 SMPD2 SNORA70 SOAT1 SOCS3 SPARCL1 SPON1 SPTLC3 SSR4 STAB1 STS SYMPK SYTL2 TAGLN TBCB TFPI TIMP1 TIMP2 TM4SF18 TMED3 TMEM200A TMEM243 TMPRSS4 TNC TNFRSF11B TPBG TPM1 TPSAB1 TRIL TRIM47 TSPAN1 TXNDC5 UBE2Q2P16 UBE2Z USP31 VARS1 VASH2 VCAM1 VEGFC VSNL1 VTCN1 WFDC2 ZCCHC24 ZEB2 ZFAS1 ZMAT3 ZNF783 RODWELL_AGING_KIDNEY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RODWELL_AGING_KIDNEY_UP A2M AATF ABCC1 ABRACL ACER3 ACTN1 ADAM8 ADCY10P1 ADGRE2 ADGRE5 ADGRG1 ADISSP ADRA2A AEBP1 AKNA ALOX5 ALPK2 AMBP ANTXR1 ANTXR2 ANXA2 ANXA2P3 APBB1IP APRT ARHGAP1 ARHGAP10 ARHGAP25 ARHGAP30 ARHGAP45 ARHGDIB ARHGEF6 ARL4C ARPC1B ARVCF ASAP1 ASNS ATP8B2 AXL BCL2A1 BHLHE41 BIRC3 BLOC1S4 BTN3A3 C15orf39 C15orf48 C1QA C1QB C1QC C1R C1S C1orf216 C4A C7 CA5BP1 CALHM2 CALHM6 CALU CANX CARD8-AS1 CARHSP1 CASP1 CCDC88A CCL2 CCL5 CCM2 CCN3 CCND2 CCND3 CCR1 CD14 CD1D CD38 CD47 CD53 CD69 CDH11 CDH6 CDO1 CELF2 CFB CHI3L2 CHPF2 CHRNA3 CHST15 CIMAP1B CLDN1 CLDN3 CLEC10A CLEC4A CLEC7A CLIC1 CMTM3 CMTM7 COL14A1 COL15A1 COL1A1 COL1A2 COL27A1 COL3A1 COL5A1 COL8A2 COMP CORO1A CORO1C CORO7 CRELD2 CRIP1 CSF1R CST6 CTHRC1 CX3CR1 CXCL1 CXCL14 CXCL16 CXCR4 CXorf38 CYBC1 CYRIA DEGS1 DGKQ DKK3 DLGAP1 DOCK11 DOCK2 DOK1 DOK3 DPCD DPP3 DRAM1 DTX3L EHBP1L1 EML3 EMP3 ERICH3 EVI2A FAS FAU FBN1 FCER1G FDXR FEZ2 FHOD1 FIBIN FKBP15 FLT3LG FN1 FNBP1 FSCN1 FXYD5 FYB1 FZD3 GABBR1 GABRE GABRP GASK1B GBP5 GFRA1 GGT5 GGTA1 GIMAP2 GLIPR2 GMFG GNB4 GNG2 GPNMB GPR61 GPX8 GRN GZMA GZMK HAVCR1 HCLS1 HCST HGF HIKESHI HLA-A HLA-B HLA-DMA HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB6 HLA-E HLA-F HLA-G HLA-J HTATIP2 HTR7 IFITM1 IFNAR1 IFNAR2 IGHA1 IGHG1 IGHM IGHV3-21 IGHV3-23 IGHV3-47 IGKC IGKV1D-39 IGKV1OR2-108 IGKV2D-28 IGLC2 IGLL3P IKBIP IKBKB IKZF1 IL10RA IL17B IL17RA IL32 IL4I1 INHBA INSL3 IRAK1 IRAK2 IRF8 IRF9 ISLR ITGA1 ITGB2 ITGB2-AS1 ITM2C ITPR3 JAML JAZF1 JCHAIN KCND3 KIAA0930 KLF8 KRTCAP2 KXD1 LACC1 LAMP1 LAPTM5 LASP1 LCP2 LDLRAD3 LDLRAD4 LDLRAP1 LEPROT LIG3 LINC02086 LIX1 LMF2 LOXL1 LPCAT1 LST1 LTB LTBR LTF LUM LY6E LY75 LYN LYSMD2 LYZ MALL MAN2B1 MAP4 MARCHF1 MCAM MFGE8 MGAT1 MICALL2 MILR1 MIOS MIR34AHG MMP11 MMP7 MOXD1 MPEG1 MRAS MRC1 MS4A6A MS4A7 MSR1 MTHFD1L MVP MYDGF MYO1F MYOF MYRF NAPSB NCF1 NFIX NFKBIZ NICOL1 NKG7 NLGN4X NLRC5 NNMT NR2F1 NRXN3 NT5E NUAK1 NUB1 NUP62 NUS1 OSMR P4HB PALD1 PAM PARP12 PARP14 PARVG PCDHA9 PDIA4 PFN1 PGGHG PGLS PGM2L1 PIGR PIK3CD PIK3CG PLAAT4 PLEKHO1 PLOD3 POLR1D POU4F3 PPM1M PPP1R14A PPP1R14B PPP1R18 PRAG1 PRB1 PREX1 PRICKLE1 PROM1 PRUNE1 PSMB10 PSMB8 PSMB9 PSME2 PTPN22 PTPN6 PTPRC PTPRE PXDN QPCT RAB31 RAB33A RAB34 RAB3GAP1 RAB4B RAB8B RAC2 RAD54L RARRES1 RASSF5 RBCK1 RBMS3 RBP1 REEP4 RFLNB RFTN1 RGS1 RGS10 RGS19 RHEX RHOA RIGI RIN3 RNASE6 RNF125 RNF166 RNF213 RPL10 RPL12 RPL13A RPL18 RPL18AP16 RPL27 RPL28 RPL35 RPL35A RPLP2 RPN1 RPS10 RPS19 RPS2 RPS25 RPS27L RPS6KA1 RRP12 RTN1 RUBCNL RUNX2 RUNX3 SAMD9 SAMD9L SAMHD1 SCARNA17 SCN5A SEL1L3 SELPLG SERPINE2 SERPING1 SETD7 SHANK2 SHISA5 SLAMF8 SLC12A9 SLC15A3 SLC18A2 SLC1A3 SLC40A1 SLC46A3 SLC6A6 SLFN11 SLFN5 SNCA SNHG12 SNORA70 SOCS3 SPARCL1 SPON1 SPON2 SPTLC3 SRGN SSR4 ST8SIA4 STAB1 STAT6 STING1 STK10 STOML1 STS SULF2 SVBP SVEP1 SYMPK SYNGR2 SYTL2 TAGLN TAGLN2 TAP1 TAPBP TBC1D2B TBCB TBXAS1 TCF3 TESC TFPI TGFBI THEMIS2 TIMP1 TIMP2 TKT TM4SF18 TMC6 TMED3 TMEM243 TMEM43 TMPRSS4 TMSB10 TNC TNFAIP2 TNFRSF11B TNFRSF25 TOR4A TPBG TPM1 TPM3 TPSAB1 TRAFD1 TRBC1 TRBC2 TREX1 TRIM22 TRIM47 TSPAN1 TSPAN18 TUBA1A TXNDC5 TYMP TYROBP UBE2D4 UBE2Q2P16 UBXN1 USP31 VARS1 VASH1 VCAM1 VCAN VEGFC VIM VOPP1 VSIR VSNL1 VTCN1 VWCE WDR46 WFDC2 ZCCHC24 ZCCHC7 ZEB2 ZFAS1 ZMAT3 ZNF783 ROESSLER_LIVER_CANCER_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROESSLER_LIVER_CANCER_METASTASIS_DN ACBD5 AK3 AMIGO1 ANKRD1 ARAP3 ARPP21 ATP6V1G2 CASP4LP CDCA4 CRIP1 CRISPLD2 DNAJC9 EFL1 GALK1 GRHL2 HIPK1 IVNS1ABP JMJD8 KIAA0319L LANCL2 LRPPRC MGAT5 MOAP1 MTUS1 N4BP1 NOL7 NRDE2 PCF11 PDCD11 PDLIM1 PLPP5 PRUNE1 RPS3 RPS6KA4 SH3GLB1 SLC12A8 SPG11 SUPT7L TACC1 TBC1D16 TMC6 TRIM33 TRMU U2AF1 UBXN4 UGT8 WWTR1 YRDC ZC3H12A ZNF415 ZNF605 ROESSLER_LIVER_CANCER_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROESSLER_LIVER_CANCER_METASTASIS_UP ABL2 ADD2 ADGRL1 AKR1C4 ALDH3B1 ALDH3B2 AP1S1 ASPH ATF2 BASP1 CALCOCO2 CCR3 CD247 CD37 CDH13 CDS1 CENPE CES1 CHEK1 CHGB CLCN7 COL4A5 COPA CSF3R CTRB1 CYTH3 DTYMK EMD ENO2 ENO3 EPB42 FANCC FEN1 FUT8 FZD2 G3BP2 GABRE GCFC2 GCLC GCNT2 GPD2 GTF2H1 GTF2H4 GUCA2B GYS1 HMMR HOXB13 HSD3B1 IL2RB IRF2 ITGA9 JOSD1 KCNQ1 KHK KMT5B LIMK1 LPL LRP6 LTF LY6E MAP3K6 MATK MDFI MMP9 MVK MYD88 NCAPD3 NEMP1 NFKB1 NR1D2 NUP205 PDK1 PITX2 PLA2G6 PLD2 PMAIP1 PRR3 PYGB RAB28 RAB3A RAB8A RAD50 RFC5 RFTN1 RGS20 RHAG RPA2 SART1 SELENBP1 SERPINB6 SLC20A2 SLTM SPOCK3 SPP1 SPTBN2 STOML1 STUB1 TGOLN2 TRAP1 TSHZ1 UNC119B USP12 VAMP3 VPS41 YES1 ZNF646 ROETH_TERT_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROETH_TERT_TARGETS_DN CCR1 CCR2 CCR5 CLEC2B CRIM1 CXCR6 GZMK KLRC1 SPTBN1 ROETH_TERT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROETH_TERT_TARGETS_UP GPR35 HEG1 HERC5 HERC6 IFI44 IFI44L IFIT1 IFIT3 MX1 NRIP1 OASL PLA2G4A RSAD2 SLC12A8 ROPERO_HDAC2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROPERO_HDAC2_TARGETS ACHE ADCY10 ADD3 AP1S2 AP5Z1 APLP1 APOA2 APOL2 AQP4 ASAP1 B4GALT6 BAHCC1 BIRC7 BNIP3L C11orf68 CCDC85B CCDC88C CDC42BPA CEP57 CHIC2 CKMT2 COMP CORO1C CORO2B CYP2D6 DGCR6L DLEC1 DOP1A DPY19L1P1 EEF1AKMT2 EEF1D EIF4EBP1 EMP3 EPHA2 FANCE FCAR FGF14 FIBP FUT5 GCFC2 GFUS GIP GNLY GP2 GSS GZMB HAPLN1 HSPA13 IGFBP7 INS KCNJ6 KCNK3 KLK13 MACF1 MAG MDM2 MGAM2 MMP16 MOG MORN1 MYRF NADK NCOA4 NEK3 NPY2R OR1F2P PART1 PBX2 PCDHGA9 PCNX2 PDE4D PDX1 PLA2G5 PPOX PPP2R1B PTHLH PTPA RABEPK RAD52 RBFOX2 RBPMS RPS20P14 RUNX1 SEL1L SEPTIN6 SERGEF SHARPIN SLC22A6 SLC6A2 SLFN12 SMAD6 SNAPC1 SPTBN2 ST3GAL1 STEAP1B STMN2 TADA2A TBX2 TCL6 TLR6 TM6SF1 TMEM209 TNFAIP2 TNXB TRGC2 TXNIP TXNRD2 UBQLN3 UCHL3 WNT6 ZCCHC4 ZSCAN18 RORIE_TARGETS_OF_EWSR1_FLI1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RORIE_TARGETS_OF_EWSR1_FLI1_FUSION_DN APC2 ARHGAP4 CD24 CHGB CRMP1 DBH DCX DDC DLK1 ELAVL3 ENPP2 FEV GAP43 GATA2 GATA3 INA ISL1 KIF5C MLLT11 MYCN NREP PRPH RGS5 RIMBP2 SCG2 SFRP1 TMOD1 TRIB2 RORIE_TARGETS_OF_EWSR1_FLI1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RORIE_TARGETS_OF_EWSR1_FLI1_FUSION_UP ANXA1 CCN2 CCND2 CCNO CD55 CTH DAB2 DLX2 DYNLT3 EMP3 GADD45B GPC4 HLA-C HLA-E HTRA1 MDFIC ME1 MICB MN1 MYC NID1 PAWR PHLDA2 PITX2 POU4F1 RBP1 SELENOP TFAP2A ROSS_ACUTE_MYELOID_LEUKEMIA_CBF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_ACUTE_MYELOID_LEUKEMIA_CBF ABR ADARB1 ADCY7 ATP2B4 BAALC BAIAP3 BLVRA C11orf21 C15orf39 CACNA2D2 CAV1 CBFB CCND3 CD34 CD52 CD58 CIAO3 CIITA CLEC5A CLIP2 CRIP2 DEPTOR DEXI DISC1 DNMT3B DUSP2 DUSP6 EGFL7 EGLN1 GALNT14 HIF1A HLA-DMB HLA-DPA1 HLA-DPB1 HOMER2 HPGDS HSD17B11 HYAL2 IL15RA IL5RA ISG20 ITGB4 JUNB KDM4B LAT2 MAN1A1 MKNK2 MN1 MYH11 NCALD OGG1 PGM1 PI4KA PMAIP1 POU4F1 PRAME PSD3 PTGER2 PTGIR PURA RASA4 RCBTB1 RHOB ROBO1 RUNX1T1 SIPA1L1 SLC25A1 SLC8B1 SPARC STK32B SYNGR1 TBXA2R TMEM268 TMEM43 TPK1 TPSAB1 TRH TRIM8 TRIO VAMP5 WFDC1 WIPF1 ROSS_AML_OF_FAB_M7_TYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_OF_FAB_M7_TYPE ABCC4 ALDH1A1 ANK1 APOC1 APOE ARMC8 ATP5MJ BEX3 BMP2K CAVIN2 CD164 CMAS CTNNBL1 CUTA DLC1 DNAJC6 DNAJC9 DNM3 DRAP1 FADS2 FHL2 GATA1 GATA2 GJA4 GP1BA GP1BB HIGD1A HLTF ICAM4 ITGA2B KCNH2 KEL KLF1 LAPTM4B LAT MINPP1 MRPS12 MYH10 MYL4 NDUFB6 NEO1 NET1 PCCB PCDH9 PDCD10 PDLIM5 PLOD2 PNMT PROS1 PRUNE1 PSMD6 PTGS1 RASA1 RDX RHAG RYR3 SERPINI1 SLC39A4 SOD1 SQLE STXBP6 TAL1 TEK TFR2 TIMP3 TNIK TPM1 UROD VPS37B ZMYND8 ROSS_AML_WITH_AML1_ETO_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_WITH_AML1_ETO_FUSION ACSM3 ADPRM ADRM1 AP1B1 ARHGAP1 ARHGEF6 BAALC BAIAP3 BEX1 C15orf39 CACNA2D2 CAV1 CCND1 CD19 CD244 CD34 CD58 CIAO3 CIITA CLEC5A DEPTOR DISC1 EGFL7 ENDOD1 EPCAM FBXO38 H2BC10 H2BC5 H2BC7 H2BC9 HPGDS HYAL2 IER2 IL17RB IL5RA ISG20 ITGB4 ITPR1 KDM4B KLF11 LAPTM5 LAT2 LCP1 MAN1A1 MKNK2 MYRF NCALD NIT2 PALM PELI2 POU4F1 PRAME PSD3 PTGIR PTPN12 RASA4 RASAL1 RCBTB1 RGS10 ROBO1 RPS6KA1 RUNX1T1 SCML2 SHC1 SLC25A1 SLCO4A1 STK32B TBXA2R TCN1 TMEM43 TRAF3IP2 TRH TWSG1 U2 USP10 VAMP5 VOPP1 WASHC2C WFDC1 ROSS_AML_WITH_CBFB_MYH11_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_WITH_CBFB_MYH11_FUSION AK5 ANXA11 CBFB CCR2 CD1C CD1E CD52 CEBPD CFP CHI3L1 CLEC10A CLEC4A CLEC7A CTSS CYBB DUSP6 DYNLT1 FYB1 GIMAP4 GRHPR HPCAL1 IGKV1D-17 IL10RA IL13RA1 KCTD12 KIF17 LGALS2 LPAR1 MDFIC MEF2A MEGF9 MN1 MTMR11 MYH11 NACC2 NAGA NRP1 PGM1 PLBD1 PLXNB2 PTPRM QPCT S100A8 S100A9 SLC38A1 SLC7A7 SPARC ST18 TES TGFBI TNFAIP2 TNFSF13 ROSS_AML_WITH_MLL_FUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_WITH_MLL_FUSIONS ACSL4 ADCY9 AK2 AKR7A2 ALDH3A2 ALDH3B1 ALOX5AP ANXA5 APH1B APOC2 BLOC1S1 C2 CAPG CCL23 CCL5 CES1 COL9A2 COX8A CPM CTSL CUL1 DACH1 DEXI ELF3 ENSG00000274253 FBP1 FCGR1A FES FEZ1 GAS7 GBA1 GGA2 GLG1 GOLGA8N GUSB HEXB HK3 HOXA5 HOXA9 IRAG2 ITGA7 ITGAX KMT2A LGALS1 LY86 MAGEF1 MBNL1 MEF2C MFSD1 MICAL1 MRPL33 MRPL34 MVP NKG7 PBX3 PGAM1 PHKA2 PLD3 PREB PYCARD RMND5B RNASE2 RNASE3 RNH1 RPL22 RPS6KA5 SAGE1 SCPEP1 SIRPA SLC9A6 SNX10 SOCS2 SPG21 SRGN STXBP2 SYT17 TDRD7 TPP1 TRPM4 XAGE1B ROSS_AML_WITH_PML_RARA_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_AML_WITH_PML_RARA_FUSION AFF2 AGAP4 AGRN ALCAM ALOX5 ANKFY1 ANXA8 AQP3 ARFGEF1 ARHGAP4 ASNS ATG13 AUTS2 CALR CCNA1 CDKN1C CERS4 CFD CHN2 CHPF2 CLMN CMAHP COL2A1 CPA3 CST7 CTSW DENND10P1 FGF13 FNDC3B GALNS GCNT1 GRB10 HGF HSPA5 HYOU1 IGFBP2 ITPR2 JAG1 KRT18 LDLRAD4 LRFN4 LTK MANF MAP1A MAP4 MEG3 MEGF6 MMP2 MPO MRC2 MST1 MST1P2 MTARC2 MXRA7 NAALADL1 NDST2 NISCH P4HB PDE3B PGBD5 PRODH PRR14 PTGDS PXDN RASL12 RCN1 S100B SEC31A SERPING1 SLC1A4 SLC25A38 SMARCD3 ST3GAL6 STAB1 STXBP1 TLE1 TMEM87A TMEM94 TMX4 TNFRSF4 ROSS_LEUKEMIA_WITH_MLL_FUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSS_LEUKEMIA_WITH_MLL_FUSIONS ABCA7 ADAM10 ADCY9 AK2 AKR7A2 ALDH3A2 ANXA5 ARL6IP5 ARPC2 BMI1 C11orf24 CAPG CCL23 CCL5 CCND2 CES1 CLASP2 CORO1C CSPG4 DAB2 DACH1 DAD1 DEXI ENDOG ENSG00000274253 FAIM FEZ1 GLT8D1 GPM6B HCLS1 HEXB HIF1A HOXA10 HOXA4 HOXA5 HOXA7 HOXA9 HTR1F IGFBP7 ITGA7 JMJD1C KLRK1 LAMP5 LGALS1 LILRA1 LIPC LPCAT1 MAP3K5 MBNL1 MEIS1 MICAL1 MRPL33 MYH9 MYO5C MYO6 NKG7 PALLD PARP8 PBX3 PCDHGC3 PLD3 PNMA8A POP5 PROM1 PSMD7 PTPRC RAC2 RBKS RHOBTB3 RNASE3 SCP2 SCPEP1 SENP6 SIDT2 TIGAR VLDLR ZEB2 ZNF274 ZSCAN18 ROSTY_CERVICAL_CANCER_PROLIFERATION_CLUSTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROSTY_CERVICAL_CANCER_PROLIFERATION_CLUSTER ACACA ANP32E APOBEC3B ASF1B ASPM ATAD2 AURKA AURKB BID BIRC5 BRCA1 BUB1 BUB1B CA2 CCNA2 CCNB1 CCNB2 CCNE2 CCNF CDC20 CDC6 CDCA3 CDCA8 CDK1 CDKN2A CELSR3 CENPA CENPE CENPF CENPM CENPU CEP55 CHAF1B CHEK1 CKS2 COMMD8 DBF4 DHFR DLGAP5 DNA2 DNMT3B DPP3 DSG2 DTL DTYMK E2F1 E2F8 EBP ECT2 EIF4EBP1 ERCC6L ESPL1 EZH2 FANCI FBXO5 FEN1 FOXM1 GGH GINS1 GINS4 GMNN GTSE1 H2AX H2AZ1 HELLS HJURP HMGA1 HMGB2 HMMR IFT25 JPT1 KIF11 KIF14 KIF15 KIF18B KIF20A KIF20B KIF23 KIF2C KIF4A KIFC1 KPNA2 LMNB1 LRP8 LSM4 MAD2L1 MAPK13 MCM10 MCM2 MCM4 MCUB MELK MKI67 MRPS15 MYBL2 NCAPG NCAPH NDC80 NEK2 NETO2 NUSAP1 OIP5 PAFAH1B3 PAQR4 PBK PCLAF PCNA PLEK2 PLK1 POLA2 POLQ PRC1 PRELID3B PTTG1 RACGAP1 RAD51AP1 RPA3 RRM2 SAC3D1 SHCBP1 SLC25A15 SLC38A1 SMC2 SMC4 SPAG5 SPDL1 STIL TACC3 TK1 TMPO TMSB10 TOP2A TPGS2 TPX2 TRIP13 TTK TYMS UBE2C UBE2S ZWINT ROVERSI_GLIOMA_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROVERSI_GLIOMA_COPY_NUMBER_DN ADAM12 AMFR ANKRD10 ANXA11 ARHGAP15 ARHGEF7 ARL2BP ATP5F1C BBS2 BCCIP CCNC CDKN2A CES1 CETP COQ3 CPNE2 CTBP2 DHX32 DOCK1 FANK1 FBXL4 FHL5 GNAO1 GPR63 HERPUD1 HNMT ING1 ITIH2 ITIH5 KCNMA1 KIN KLHL32 KYNU LRP1B MKI67 MMP21 NUDT21 NUTM2A NXPH2 POU3F2 PRDM13 PSME3IP1 PTEN PTPRE SFMBT2 SFTPA1 SFTPA2 SFTPD SOX1 TAF3 TAFA5 TUBGCP3 UROS ZEB2 ROVERSI_GLIOMA_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROVERSI_GLIOMA_COPY_NUMBER_UP ABCF2 ACP2 AHR APOC1 APOC2 APOC4 APOE ARHGAP1 BCAM BCL3 CALCR CBLC CEACAM19 CHRM4 CHST1 CKAP5 CKM CLASRP CLPTM1 CNMD CREB3L1 CRY2 DDB2 DGKI DGKZ DPF1 ECT2 ELMO1 ERCC1 ERCC2 EXOC3L2 EYS F2 FOLH1 FOSB GALNT10 GALNT11 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GEMIN7 KLC3 KMT2C KMT2E LRP4 MADD MAPK8IP1 MARK4 MBD3L1 MDK MYBPC3 MZF1 NAMPT NECTIN2 NLGN1 NR1H3 NSUN5P1 NUB1 OR2Z1 ORC5 PACSIN3 PCDH18 PEX16 PHF21A PIK3CG PMS2P2 POLR1G PPP1R13L PRKAG2 PSMC3 PTPRJ PTPRN2 RELB RELN RHEB SIPA1L3 SLC26A5 SLC27A5 SLC35C1 SLC7A11 SMARCD3 SPATA16 SPI1 SUGT1 SYPL1 SYT13 TOMM40 TRIM28 TSPAN13 UBE2M VIPR2 XRCC2 ZBTB45 ZNF132 ZNF296 ZNF324 ZNF408 ZNF584 ROVERSI_GLIOMA_LOH_REGIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROVERSI_GLIOMA_LOH_REGIONS ABCC9 ADAMTS3 ADGRL3 ANO5 ARAP2 ATF7IP ATXN1 CENPC CNTN4 DDHD1 EMP1 EPHA5 FANCF FERMT2 GAS2 GC GMPR GNPNAT1 GPRC5A GPRC5D GRIN2B GSG1 GUCY2C HEBP1 HTATIP2 IL5RA KCNJ8 LDHB LRRN1 MUC15 MYLIP NELL1 NPFFR2 PDPN PPFIBP1 PRDM2 PRMT3 PSMC6 PTTG2 PVR SLC17A6 SLC6A5 STYX TBC1D1 TRNT1 ROYLANCE_BREAST_CANCER_16Q_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROYLANCE_BREAST_CANCER_16Q_COPY_NUMBER_DN ANKRD26P1 C16orf87 CAPNS2 CDH8 CDYL2 CES1 CES1P1 CES5A CNTNAP4 DNAJA2 DYNLRB2 GNAO1 GPT2 IRX6 ITFG1 LPCAT2 MAF MMP2 MYLK3 NETO2 ORC6 PHKB SHCBP1 SLC6A2 VPS35 WWOX ROYLANCE_BREAST_CANCER_16Q_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROYLANCE_BREAST_CANCER_16Q_COPY_NUMBER_UP ADGRG1 ADGRG3 ADGRG5 AFG3L1P AKTIP ANKRD26P1 C16orf78 C16orf87 CBLN1 CCDC113 CCL17 CCL22 CDH8 CETP CFAP20 CHD9 CIAPIN1 CMIP CNGB1 CNOT1 COQ9 CPNE2 CSNK2A2 CX3CL1 DBNDD1 DEF8 DOK4 DRC7 ENSG00000187185 FANCA FTO GAN GAS8 GINS3 GOT2 GPT2 IL4 IRX3 KATNB1 KIFC3 MC1R MPHOSPH10P1 MYLK3 NDRG4 NLRC5 OAZ1 ORC6 PLCG2 PLLP POLR2C PRDM7 PRSS54 PSMD7 PSME3IP1 RBL2 RPGRIP1L RSPRY1 SHCBP1 SLC38A7 SPIRE2 TCF25 TUBB4A VPS35 ZNF276 ROY_WOUND_BLOOD_VESSEL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROY_WOUND_BLOOD_VESSEL_DN ANXA8 ATP1B1 ATP8B1 C1orf116 CD24 CEACAM6 DSP EPB41L4B ERBB3 F5 FBXO9 GABRP H2AC25 KLF5 KRT14 KRT15 PROM1 RNF43 S100P SCGB2A2 SFRP1 SLC6A14 SOX9 ROY_WOUND_BLOOD_VESSEL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROY_WOUND_BLOOD_VESSEL_UP ANGPT2 ANGPTL2 ANXA6 ATG4A BMP1 CCN1 CDH5 CHN1 COL3A1 COL4A1 COL5A2 COL5A3 CYFIP2 DENND4B FBXL7 FKBP1B GALNT2 GBP1 GNA12 HEG1 HLA-DRB4 HYAL1 KCNJ8 KDM5D LUM MCTP1 MMP1 MSX1 NID2 NRP1 PCDH17 PEA15 PLAU PLXDC1 POSTN RAB31 S100A4 SEL1L3 SGCB SLCO2A1 SRSF11 STC1 STOM SULF1 TES THY1 TIMP1 VCAN XAF1 ZWINT ROZANOV_MMP14_CORRELATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROZANOV_MMP14_CORRELATED ANXA7 CSNK2A1 DAPK1 JAG1 NNT NR3C1 PIK3CD SLCO2A1 SMARCA1 SNRPB2 STK38 ROZANOV_MMP14_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROZANOV_MMP14_TARGETS_DN AGA AJAP1 C1QL2 C1orf94 CARD16 CCN3 EHD1 FLRT2 GAD1 HELZ2 IL13RA2 MAF MANEAL MT2A NMRAL1 P3H2 PGM2L1 PIK3R1 PLXDC2 PTPRN RGS17 RTN1 SDC4 SHTN1 SIGIRR SNTB1 SPINK1 TRIOBP UBE2C VCX3A VENTX VWA5A ZDHHC14 ZHX3 ZNF185 ROZANOV_MMP14_TARGETS_SUBSET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROZANOV_MMP14_TARGETS_SUBSET ANGPTL2 ANKRD1 CALD1 CHSY1 COL18A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 EFEMP1 EMILIN2 ERO1A FN1 GJB2 HAS2 HHIP HIF1A LAMA4 LAMB1 LOXL3 MATN2 MDK NR3C1 P3H1 PAEP PLOD2 PLXND1 PTGS1 SERPINH1 SULF2 TIMP3 TNFRSF11B ROZANOV_MMP14_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ROZANOV_MMP14_TARGETS_UP ADA ADD3 ADGRE1 ADORA2A AK5 ALDH18A1 ALDOC ALPK2 AMIGO2 ANGPTL2 ANKDD1A ANKRD1 ANXA6 ANXA7 AOPEP APMAP APOL3 ARHGAP36 ARRDC4 ATF7IP2 ATP5MK B3GALNT1 BACE1 BOC BTG2 C1QTNF6 CA12 CACNG6 CALD1 CCL20 CCN2 CCND2 CD83 CDC42 CDCA7 CDCP1 CEND1 CGNL1 CHST15 CHSY1 CNEP1R1 COL18A1 COL4A1 COL4A2 COL5A1 COL6A1 COL6A2 COLEC12 COMMD8 CPE CRLS1 CSNK2A1 CSPG4 CST7 CXXC5 CYTL1 DAAM2 DAPK1 DDIT4 DDX43 DENR DEPTOR DHX40 DNAJC22 DOK1 DSTN ECHDC2 EFEMP1 EFEMP2 EMILIN2 ENO2 ENPP1 ERO1A ERRFI1 FCRLA FEZ1 FKBP1A FKBP7 FLI1 FN1 FOXN3 FRMD6 FST FUCA1 GBP3 GJB2 GLIPR1 GMFG GPR162 GPR55 H2BC5 H4C14 HAS2 HBE1 HCLS1 HEG1 HERPUD1 HHIP HIF1A HLA-B HLA-DMA HLA-DMB HLA-DPB1 HMGN1 HSD11B1 HSD17B6 HTRA3 ICAM2 IFITM1 IFITM2 IGFBP2 IGFBP7 IL1R1 IL1R2 IL2RB IL32 IL4I1 IQCK ISG20 ITM2A JAG1 KDM1A KIF1B KRT86 LAMA4 LAMB1 LGALS3BP LGMN LHPP LMBR1L LOXL3 LPXN LRIG1 LRP5 LRRC17 LRRN4CL LYPD6B MACROH2A1 MAGEC2 MAGED4B MATN2 MDK MEGF10 MIA MKKS MMP14 MOCOS MRPL42 MRPS26 MSX1 MUC6 MX1 MYLK MYLK2 MYO18B MYRF N4BP2L1 N4BP2L2 NAA20 NCAM1 NCF2 NDRG4 NFE2L3 NKD2 NMNAT2 NNMT NNT NR1H3 NR3C1 NUPR1 NXN OAS1 P3H1 PAEP PAGE1 PALM2AKAP2 PAQR6 PCOLCE PDGFRL PDLIM1 PIK3CD PIK3IP1 PLAAT3 PLAAT4 PLAC8 PLCB4 PLK2 PLOD2 PLXND1 PMAIP1 PNKD PNPLA7 POLR2M PPARG PPP6R2 PRAG1 PRDX6 PSD4 PTGR1 PTGS1 PXDN PYCARD PYGB PYROXD2 QPRT RAB20 RBFOX2 RBPMS2 RCC1 RGS4 RIN2 RWDD2B S100A2 SCNN1A SEPTIN6 SERPINA5 SERPINH1 SGPL1 SH2D1B SHISAL1 SHLD1 SHROOM2 SIRPA SLAMF7 SLC12A7 SLC16A4 SLCO2A1 SMARCA1 SMOX SNAP25 SNRPB2 SNX10 SNX5 SOBP SOD3 SPATA18 SRPX2 ST6GAL1 STK3 STK38 SULF2 SUSD4 TAF12 TAGLN TDO2 TIMP3 TLR2 TMCO4 TMEM44 TMEM45A TMEM59L TMEM74B TMEM98 TNFRSF11B TPM1 TPM3 TPST2 TRIML2 TRPV4 TTYH2 TXNIP UACA VANGL2 WDR46 WDR86 XRN2 ZG16B RUAN_RESPONSE_TO_TNF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TNF_DN AATK ABCD2 ACADM ACADS ACOX1 ACSL1 ADIPOQ ADRB3 AK2 ALAD ALAS1 ALDH1A1 AOC3 AP3S1 APOC4 AQP7 ARL4A BCKDHA CBX4 CDKN2C CEBPA CEBPG CFD CIB2 CIDEC COL15A1 DBI DGAT1 DHRS3 ECH1 ENTPD5 ESYT1 FABP5 FASN FXYD1 G0S2 GPAM GPD1 HIPK2 HIPK3 HK2 HSD17B4 IDH1 IDH3G IRX3 ITGA6 LAMA4 LPL LTC4S ME1 MMUT NFS1 NNMT NR1H3 NRIP1 ORM2 PC PCK1 PEX11A PFKFB1 PLA2G6 PLIN4 PPARG PXMP2 QKI RASD1 REEP5 RETN RGS2 RNF11 SCARB1 SELENBP1 SLC2A4 SORBS1 TALDO1 TOB1 TPP2 TST UCK1 RUAN_RESPONSE_TO_TNF_TROGLITAZONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TNF_TROGLITAZONE_DN ABCD2 ADIPOQ ADRB3 ALAD AOC3 AP3S1 APOC4 AQP7 CBX4 CDKN2C CFD CIB2 DHRS3 FASN FXYD1 GPAM HIPK2 HK2 HSD17B4 IDH1 IDH3G IRX3 LPL MMUT NRIP1 ORM2 PC PFKFB1 PLA2G6 PPARG PXMP2 RASD1 RETN RGS2 RNF11 SELENBP1 SLC2A4 TPP2 TST RUAN_RESPONSE_TO_TNF_TROGLITAZONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TNF_TROGLITAZONE_UP ABCA1 ACOX1 CIDEC COL15A1 CP GBP2 HIPK3 HLA-B HLA-E HP IFNGR1 LTC4S OR2H2 PCK1 SERPINA3 STAT1 TAP2 RUAN_RESPONSE_TO_TNF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TNF_UP ABCA1 CP DCN GBP2 HLA-B HLA-E HP IFNGR1 OR2H2 SERPINA3 STAT1 TAP2 THRSP RUAN_RESPONSE_TO_TROGLITAZONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TROGLITAZONE_DN ADIPOQ AK2 AOC3 AP3S1 CDKN2C HK2 HLA-E IDH3G IRX3 NRIP1 ORM2 PLA2G6 PPARG RGS2 SELENBP1 THRSP TST RUAN_RESPONSE_TO_TROGLITAZONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUAN_RESPONSE_TO_TROGLITAZONE_UP ACOX1 ACSL1 AQP7 ARL4A CEBPA CIDEC DBI DGAT1 DHRS3 FABP5 HIPK2 HIPK3 HSD17B4 LAMA4 NFS1 OR2H2 PCK1 PLIN4 QKI RASD1 SCARB1 SORBS1 STAT1 TALDO1 RUIZ_TNC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUIZ_TNC_TARGETS_DN ABHD5 AMIGO2 ASF1B ATAD2 AUNIP AURKB BARD1 BIRC5 BLM CALM2 CAV1 CAV2 CCDC86 CCNA2 CCNE1 CCNE2 CD24 CD44 CDC25A CDC42EP3 CDC45 CDC6 CDK1 CENPU CKS2 CRIM1 CTPS1 CXCL8 DCTPP1 DDAH1 DHFR DIO2 DKC1 DKK1 DMD DNAJC9 DSCC1 DTL E2F1 E2F8 EFEMP1 EGFR EIF2S1 EIF5 EXO1 EXOSC8 FAM111A FANCI FEN1 FHL2 FOSL1 FOXM1 FST GINS1 GINS2 GINS3 GMNN GPRC5A H2AX HJURP IL7R ITGBL1 KIF2C LPXN LYPD1 MAD2L1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MEST MET MICAL2 MRTO4 MT1X MYBL1 MYOF NAV3 NCAPG2 NMT2 NRG1 NXN ODC1 OGFRL1 OIP5 OLR1 ORC1 P3H2 PALM2AKAP2 PBK PDSS1 PEA15 PFKP PLAU PNP POLR1E POLR3K POP7 PRIM1 PRPS1 PTPRF RAD51AP1 RAD54B RAD54L RFC4 RFTN1 RFWD3 RGS20 RRAS2 RRM2 RRP7A SERPINB2 SERPINE2 SH3BP4 SHCBP1 SLC38A1 SLC7A1 SLC7A5 SPC25 SPDL1 STC2 THBS1 TIPIN TMEM158 TMEM97 TMPO TNFRSF12A TNPO1 TPM1 TRIP13 TUBB4B TUBB6 TYMS UBE2C UGCG USP1 YWHAH ZWILCH ZWINT RUIZ_TNC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUIZ_TNC_TARGETS_UP A2M ACSL4 ALDH3A1 ANXA4 APOE ARHGAP28 ARID5B ARRB1 ATP2B4 ATP9A AUH BAMBI BAZ2B BCL6 BDH2 BNIP3L BTG1 BTN3A2 BTN3A3 C14orf132 C1RL C21orf91 CAT CBLB CDH11 CHST15 CLCA2 CLU COL18A1 COL1A2 COL3A1 COL4A5 COL5A2 CSGALNACT1 CTDSP2 CTSA CTSC CXCL12 DDIT4 EAPP EDNRA ENPP2 EXTL2 EYA1 FAM110B FCGRT FLRT2 FOXF1 FOXF2 GBE1 GBP2 GDF15 GLCE GOLGB1 GPRC5C GRN GSN HBP1 HERPUD1 HEY1 HNMT HPGD ID2 IFIH1 IGFBP7 IL1R1 IMPA2 IQGAP2 ITSN1 JCAD KCTD12 KDM5B KLF9 KLHL24 KRIT1 LDB2 LEF1 LRIG1 LTA4H LTBP3 MAFB MAGED1 MAGED4B MAN1A1 MARCHF6 MEIS1 NAP1L1 NBR1 NR2F1 NUMA1 OLFML2B PCMTD2 PDCD4 PDE5A PDGFRA PDGFRB PHF21A PLAAT4 PLK2 PLPP1 PNRC1 PROS1 PSAP PTPN13 RAB17 RARRES1 RCBTB1 RESF1 ROBO1 RSRP1 SAT1 SCG2 SELENBP1 SELENOP SEMA3C SEMA5A SIDT2 SLC16A4 SLC23A2 SLC2A10 SLC2A3 SLC35E2B SLC5A3 SLC6A15 SNAP25 SNCAIP SOX4 SPP1 SPTSSA SSBP2 ST3GAL1 STON1 TBC1D3F TBL1XR1 TBXAS1 TCF12 TDO2 TIMP4 TM4SF1 TMT1A TNFSF10 TNKS TPP1 TRIB2 TRO UBXN4 VCAM1 VGLL4 WASHC2C WDR26 WIPI1 WSB1 YPEL5 ZBTB20 ZCCHC24 ZNF532 RUNNE_GENDER_EFFECT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUNNE_GENDER_EFFECT_UP DDX3Y EIF1AY KDM5D PRKY RPS4Y1 TXLNGY USP9Y UTY ZFY RUTELLA_RESPONSE_TO_CSF2RB_AND_IL4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_CSF2RB_AND_IL4_DN ABCC3 ACAA2 ACADVL ACAT1 ACP3 ADAM28 AIF1 AKR1B1 ALDH3A2 ALOX5 AMPD2 AMY1A ANG ANP32A ANXA5 AOAH APLP2 AQP9 ARFGAP3 ARGLU1 ARHGEF40 ARHGEF6 ASAH1 ATP13A3 ATP6V0A1 ATRX BCAT1 BHLHE41 BTN3A3 C12orf4 C1QA C3 C3AR1 C5AR1 CACNA2D3 CALHM2 CALML4 CASP1 CCDC69 CCL15 CCL2 CCL3 CCNL1 CCR1 CCR5 CCRL2 CD14 CD163 CD2AP CD300A CD48 CD52 CD55 CDKN1C CERT1 CES1 CFD CFP CHPF2 CHPT1 CHST15 CLEC4E CLEC5A CMKLR1 CNPY2 CNPY3 CPD CPM CRTAM CTBS CTSD CTSK CTSL CX3CR1 CXCL1 CXCL10 CXCL3 CXCL5 CYBB CYP27A1 DAB2 DDIT4 DECR1 DENND3 DHRS4 DMXL2 DNTTIP2 DPEP2 DUSP6 EGR1 EIF2AK2 EMC7 EMP1 ENTPD1 EPB41L3 EREG ETS2 F2RL1 FAH FBP1 FBXL5 FCAR FCGR1A FCN1 FDX1 FKBP4 FPR1 FYB1 FYN G6PC3 GADD45G GALC GLA GNS GRPEL1 GSR GTF3A HADHA HBEGF HDAC9 HDDC2 HEBP2 HERPUD1 HEXB HK2 HLA-DQA1 HLA-E HNRNPA1 ICAM2 ICAM3 IDO1 IFI6 IFITM2 IFITM3P7 IGFBP7 IL18 IL1B IMPA2 IQGAP2 IRAG2 IRAK3 ITGA4 ITGAL ITPK1 ITPR1 KLF10 KLF9 LAIR1 LAMP1 LEPROT LGALS3 LILRA2 LILRB2 LILRB4 LMO2 LPXN LTA4H LTB4R LY86 LYSET MAFB MAN2A2 MAP4K1 MAPRE2 MCL1 MCTP1 MDM1 MEF2C METTL9 MFHAS1 MIS18BP1 MITF MPRIP MS4A4A MS4A6A MSRB2 MT1F MT1G MT1H MT1X MT2A MX2 MYD88 MYO15B MYOF NAMPT NCOA1 NCOA4 NEDD9 NFATC2IP NINJ2 NKG7 NKTR NLRP3 NOTCH2 NPL NR1H3 NR4A2 NREP NRG1 NRIP3 NUP214 OAZ2 OSBPL1A PACSIN2 PCK2 PDIA5 PDXK PECAM1 PELI1 PGS1 PHACTR1 PID1 PINK1 PLA2G7 PLAAT4 PLAC8 PLCL2 PLIN2 PLOD3 PLSCR1 PLTP PNP PPIF PPM1F PRKCB PRKRIP1 PSTPIP1 PTGDS PTGER2 RAB20 RAP1GAP2 RASGRP2 RERE RGCC RGS2 RHOQ RIN2 RNASET2 RNF138 RPL22 RPL28 RPS4XP2 RSAD2 RUBCNL S100A12 S100A9 SCARB2 SCCPDH SCO2 SDR39U1 SELL SEPTIN9 SETD1B SFPQ SGK1 SGMS1 SH3BP5 SIGIRR SIK3 SLC16A5 SLC16A6 SLC2A3 SLC30A1 SLC31A1 SLC35B1 SLC36A1 SLC43A3 SLC7A7 SMAD3 SMIM7 SNHG32 SNTB1 SNX10 SOD2 SON SORL1 SP110 SP140L SPARC SPHK1 SPOCK1 SPTLC2 ST6GAL1 STAT1 STK17A STK17B STS SUN2 SYF2 TBC1D1 TBC1D16 TCF7L2 TCIRG1 TEX2 TFEB TIMP2 TLE4 TLR1 TM6SF1 TM9SF4 TMX4 TNK2 TREM1 TRIT1 TSC22D1 TSEN34 TSPAN3 TUBA4A VCAN VMP1 VNN1 VSIG4 VWA5A ZFAND5 ZFP36 ZNF185 ZNF395 ZNF706 ZNF804A RUTELLA_RESPONSE_TO_CSF2RB_AND_IL4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_CSF2RB_AND_IL4_UP ABCG1 ACO1 ACP5 ACSL3 ADAM12 ADAM19 ADAM8 ADAMDEC1 AKR1C1 AKT3 ALAS1 ANOS1 ANXA2 ANXA2P2 APOC1 APOE APOO ARHGAP22 ARL6IP5 ASMTL ATP1B3 ATP6V0E1 ATP6V1C1 ATP6V1H ATP9B B4GALT5 BATF3 BCAP31 BCOR BET1 BIRC3 BTG1 C1S C3orf18 CASP3 CCL13 CCL17 CCL18 CCL19 CCL22 CCL8 CCND1 CCNG2 CCNI CCR7 CCSER2 CD1B CD1E CD209 CD47 CD58 CD59 CD63 CD80 CD81 CD83 CD84 CD86 CD9 CDKN1A CDS2 CELF2 CEP15 CEP350 CEP83 CERS6 CFLAR CHI3L1 CIRBP CLIC2 CREBL2 CREG1 CRIM1 CRIP1 CRYZ CSF2RA CSNK1E CSRP1 CSTF3 CXCL9 CXCR4 CYB5A CYP1B1 CYP27B1 CYTH1 DAD1 DAPP1 DCSTAMP DEPTOR DHCR24 DHCR7 DIPK1A DNAJB6 DNPH1 DOCK4 DPAGT1 DPYSL2 DUOX1 DUSP5 DYNC1LI1 EBI3 EED EEF1AKMT3 EGLN3 EIF2B3 EIF2S1 ELL3 ELOA EMC2 EMG1 EMILIN1 ENSA EPB41L2 FADS1 FASTKD1 FCER1A FCHSD2 FILIP1L FKBP1B FNBP1 FOXJ2 FSCN1 FTH1 FZD5 GABBR1 GADD45B GAS6 GBA1 GCLM GFPT1 GGH GLS GM2A GNA12 GOT2 GPD2 GPNMB GPR137B GRK3 GRSF1 GSDME HDAC2 HLA-DRB4 HOMER2 HSD11B1 HSPB1 IER5 IL10 IL13RA1 IL1A IL1R1 IL1R2 IL21R IL6ST ILRUN INHBA IRF4 JAG1 JAK1 KCNMA1 KIF2A KMO KYNU LAMP2 LAMP3 LDLR LHFPL2 LITAF LMBR1L LMNB1 LPAR1 LPP LRRK1 LTBP2 LXN LY75 LYPD3 MAOA MAP3K14 MAP3K6 MAP4K4 MARCKS MARCKSL1 MATK MCM5 MDH1 ME1 MED13L MED14 METTL1 MGLL MICAL1 MMP12 MMP2 MMP9 MOB1A MPZL1 MREG MRPL35 MTX2 N4BP1 NARF NARS1 NAT1 NCOA3 NDE1 NDP NDRG1 NDUFS2 NECTIN2 NEK3 NET1 NETO2 NIBAN1 NIT2 NME3 NPC1 NQO1 NR4A3 NRP1 OPTN PDCD6IP PDE4DIP PHYH PIGP PIR PKNOX1 PLEKHA5 PLGRKT PLPP1 PLPP3 PLXNA1 POGLUT1 PPARD PPP1R12A PPP1R16B PRDX1 PSD3 PSEN2 PSMB5 PSMG1 PTP4A3 PVR QPRT RAB11FIP1 RAB13 RAB38 RAB3GAP1 RAB8B RAB9A RABGAP1 RAMP1 RARRES1 RASGRP3 RBM47 RDH11 RDX REPIN1 RER1 RFTN1 RGL1 RO60 ROBO1 RUNX1 RUNX3 SC5D SCAMP2 SCD SCN11A SDC2 SDC4 SEC22B SEPHS1 SERPINE1 SERPINF1 SGPL1 SLAMF1 SLAMF7 SLAMF8 SLC11A2 SLC12A8 SLC1A2 SLC1A3 SLC1A4 SLC29A3 SLC3A2 SLC5A3 SLC7A11 SMARCC1 SMS SPINT2 SPP1 SPRED2 SQLE SQSTM1 ST3GAL1 ST3GAL6 ST8SIA1 STOM SUZ12 SYNGR3 TBC1D13 TBC1D4 TBCB TCEAL9 TCF3 TFG TFRC TGM2 TIA1 TMBIM6 TMEM131L TMEM184C TMEM51 TMEM97 TNFAIP6 TNFAIP8 TNFRSF4 TNIP2 TNIP3 TNS3 TPST1 TRADD TRAF1 TRAF3 TRAF5 TRIP10 TTN TUBA1C TXN UBAP2L UFSP2 VAT1 VDR WNT5B YIPF6 YWHAQ ZDHHC18 ZFYVE16 ZHX2 ZNF274 RUTELLA_RESPONSE_TO_HGF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_HGF_DN ACADVL ACP3 ADAM19 ADAM8 AIF1 ALOX5 AMPD2 AMY1A ANG ANP32A AOAH APLP2 ARGLU1 ARHGEF40 ARHGEF6 ATRX BATF3 BCOR BTG1 C5AR1 CACNA2D3 CALML4 CASP1 CCDC69 CCNG2 CCNI CCNL1 CD14 CD163 CD300A CD48 CD52 CD55 CD83 CD86 CDKN1A CDKN1C CELF2 CEP83 CFD CFP CHPT1 CIRBP CNPY3 CRIP1 CSNK1E CX3CR1 CXCR4 CYTH1 DAPP1 DDIT4 DECR1 DENND3 DEPTOR DNTTIP2 DPEP2 DPYSL2 DUSP6 EGLN3 EGR1 EIF2AK2 EREG ETS2 F2RL1 FBXL5 FCAR FCER1A FCHSD2 FCN1 FKBP1B FNBP1 FPR1 FYB1 FYN GADD45B GALC GAS6 GRPEL1 GTF3A HADHA HBEGF HDAC9 HDDC2 HEBP2 HERPUD1 HLA-DQA1 HLA-E HNRNPA1 HOMER2 ICAM2 ICAM3 IER5 IFITM2 IFITM3P7 IGFBP7 IL13RA1 IMPA2 IQGAP2 IRAG2 IRAK3 ITGA4 ITGAL ITPK1 KIF2A KLF10 LILRA2 LILRB2 LMNB1 LMO2 LPP LRRK1 LTA4H LTB4R LY86 MAFB MAN2A2 MAP3K14 MAP3K6 MAP4K1 MAP4K4 MAPRE2 MARCKSL1 MCL1 MED13L MEF2C METTL9 MICAL1 MIS18BP1 MPRIP MS4A4A MS4A6A MSRB2 MX2 MYD88 MYO15B NAMPT NARF NCOA1 NDE1 NEDD9 NEK3 NET1 NFATC2IP NINJ2 NKTR NLRP3 NME3 NOTCH2 NR4A2 NREP NRG1 NUP214 PDIA5 PECAM1 PELI1 PGS1 PHACTR1 PID1 PLAAT4 PLAC8 PLCL2 PLEKHA5 PLIN2 PLSCR1 PNP PPM1F PPP1R16B PRKCB PRKRIP1 PTGER2 PTP4A3 QPRT RAB11FIP1 RABGAP1 RAP1GAP2 RASGRP2 RERE RGCC RGS2 RNASET2 RNF138 RO60 RPL22 RPL28 RPS4XP2 RSAD2 RUBCNL RUNX3 S100A12 S100A9 SCN11A SCO2 SDR39U1 SELL SEPTIN9 SETD1B SFPQ SH3BP5 SIGIRR SIK3 SLC16A5 SLC2A3 SLC7A7 SMAD3 SMARCC1 SMIM7 SNHG32 SON SORL1 SP110 SPINT2 SPOCK1 SPTLC2 ST6GAL1 STK17B STS SYF2 TBCB TCF7L2 TIA1 TLE4 TMEM131L TMX4 TNK2 TRADD TRAF5 TREM1 TRIT1 TSEN34 TTN TUBA4A VCAN VMP1 WNT5B ZDHHC18 ZFAND5 ZFP36 ZHX2 ZNF185 ZNF395 RUTELLA_RESPONSE_TO_HGF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_HGF_UP ABCC3 ABCG1 ACAA2 ACAT1 ACO1 ACP5 ACSL3 ADAM12 ADAM28 ADAMDEC1 AKR1B1 AKR1C1 AKT3 ALAS1 ALDH3A2 ANOS1 ANXA2 ANXA2P2 ANXA5 APOC1 APOE APOO AQP9 ARFGAP3 ARHGAP22 ARL6IP5 ASAH1 ASMTL ATP13A3 ATP1B3 ATP6V0A1 ATP6V0E1 ATP6V1C1 ATP6V1H ATP9B B4GALT5 BCAP31 BCAT1 BET1 BHLHE41 BIRC3 BTN3A3 C12orf4 C1QA C1S C3 C3AR1 C3orf18 CALHM2 CASP3 CCL13 CCL15 CCL17 CCL18 CCL19 CCL2 CCL22 CCL3 CCL8 CCND1 CCR1 CCR5 CCR7 CCRL2 CCSER2 CD1B CD1E CD209 CD2AP CD47 CD58 CD59 CD63 CD80 CD81 CD84 CD9 CDS2 CEP15 CEP350 CERS6 CERT1 CES1 CFLAR CHI3L1 CHPF2 CHST15 CLEC4E CLEC5A CLIC2 CMKLR1 CNPY2 CPD CPM CREBL2 CREG1 CRIM1 CRTAM CRYZ CSF2RA CSRP1 CSTF3 CTBS CTSD CTSK CTSL CXCL1 CXCL10 CXCL3 CXCL5 CXCL9 CYB5A CYBB CYP1B1 CYP27A1 CYP27B1 DAB2 DAD1 DCSTAMP DHCR24 DHCR7 DHRS4 DIPK1A DMXL2 DNAJB6 DNPH1 DOCK4 DPAGT1 DUOX1 DUSP5 DYNC1LI1 EBI3 EED EEF1AKMT3 EIF2B3 EIF2S1 ELL3 ELOA EMC2 EMC7 EMG1 EMILIN1 EMP1 ENSA ENTPD1 EPB41L2 EPB41L3 FADS1 FAH FASTKD1 FBP1 FCGR1A FDX1 FILIP1L FKBP4 FOXJ2 FSCN1 FTH1 FZD5 G6PC3 GABBR1 GADD45G GBA1 GCLM GFPT1 GGH GLA GLS GM2A GNA12 GNS GOT2 GPD2 GPNMB GPR137B GRK3 GRSF1 GSDME GSR HDAC2 HEXB HK2 HLA-DRB4 HSD11B1 HSPB1 IDO1 IFI6 IL10 IL18 IL1A IL1B IL1R1 IL1R2 IL21R IL6ST ILRUN INHBA IRF4 ITPR1 JAG1 JAK1 KCNMA1 KLF9 KMO KYNU LAIR1 LAMP1 LAMP2 LAMP3 LDLR LEPROT LGALS3 LHFPL2 LILRB4 LITAF LMBR1L LPAR1 LPXN LTBP2 LXN LY75 LYPD3 LYSET MAOA MARCKS MATK MCM5 MCTP1 MDH1 MDM1 ME1 MED14 METTL1 MFHAS1 MGLL MITF MMP12 MMP2 MMP9 MOB1A MPZL1 MREG MRPL35 MT1F MT1G MT1H MT1X MT2A MTX2 MYOF N4BP1 NARS1 NAT1 NCOA3 NCOA4 NDP NDRG1 NDUFS2 NECTIN2 NETO2 NIBAN1 NIT2 NKG7 NPC1 NPL NQO1 NR1H3 NR4A3 NRIP3 NRP1 OAZ2 OPTN OSBPL1A PACSIN2 PCK2 PDCD6IP PDE4DIP PDXK PHYH PIGP PINK1 PIR PKNOX1 PLA2G7 PLGRKT PLOD3 PLPP1 PLPP3 PLTP PLXNA1 POGLUT1 PPARD PPIF PPP1R12A PRDX1 PSD3 PSEN2 PSMB5 PSMG1 PSTPIP1 PTGDS PVR RAB13 RAB20 RAB38 RAB3GAP1 RAB8B RAB9A RAMP1 RARRES1 RASGRP3 RBM47 RDH11 RDX REPIN1 RER1 RFTN1 RGL1 RHOQ RIN2 ROBO1 RUNX1 SC5D SCAMP2 SCARB2 SCCPDH SCD SDC2 SDC4 SEC22B SEPHS1 SERPINE1 SERPINF1 SGK1 SGMS1 SGPL1 SLAMF1 SLAMF7 SLAMF8 SLC11A2 SLC12A8 SLC16A6 SLC1A2 SLC1A3 SLC1A4 SLC29A3 SLC30A1 SLC31A1 SLC35B1 SLC36A1 SLC3A2 SLC43A3 SLC5A3 SLC7A11 SMS SNTB1 SNX10 SOD2 SP140L SPARC SPHK1 SPP1 SPRED2 SQLE SQSTM1 ST3GAL1 ST3GAL6 ST8SIA1 STAT1 STK17A STOM SUN2 SUZ12 SYNGR3 TBC1D1 TBC1D13 TBC1D16 TBC1D4 TCEAL9 TCF3 TCIRG1 TEX2 TFEB TFG TFRC TGM2 TIMP2 TLR1 TM6SF1 TM9SF4 TMBIM6 TMEM184C TMEM51 TMEM97 TNFAIP6 TNFAIP8 TNFRSF4 TNIP2 TNIP3 TNS3 TPST1 TRAF1 TRAF3 TRIP10 TSC22D1 TSPAN3 TUBA1C TXN UBAP2L UFSP2 VAT1 VDR VNN1 VSIG4 VWA5A YIPF6 YWHAQ ZFYVE16 ZNF274 ZNF706 ZNF804A RUTELLA_RESPONSE_TO_HGF_VS_CSF2RB_AND_IL4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_HGF_VS_CSF2RB_AND_IL4_DN ABCG1 ACSL3 ADAM12 ADAM19 ADAM8 ANG ANP32A ANXA2 ANXA2P2 ARGLU1 ARHGAP22 ARHGEF6 ARL6IP5 ASMTL ATP1B3 ATRX BATF3 BCOR BET1 BIRC3 BTG1 C3orf18 CACNA2D3 CASP3 CCL13 CCL17 CCL19 CCL22 CCNG2 CCNI CCNL1 CCR7 CCSER2 CD1B CD1E CD209 CD58 CD59 CD80 CD83 CD84 CD86 CDKN1A CELF2 CEP15 CEP350 CEP83 CERS6 CFLAR CFP CIRBP CLIC2 CREBL2 CREG1 CRIP1 CRYZ CSF2RA CSNK1E CSRP1 CXCR4 CYB5A CYTH1 DAPP1 DEPTOR DHCR7 DIPK1A DNAJB6 DPYSL2 DUOX1 DUSP5 DYNC1LI1 EBI3 EED EGLN3 ELL3 ENSA EPB41L2 F2RL1 FCER1A FCHSD2 FILIP1L FKBP1B FNBP1 FOXJ2 FSCN1 FZD5 GABBR1 GADD45B GAS6 GFPT1 GLS GPR137B GRK3 GRSF1 HDAC2 HEBP2 HERPUD1 HNRNPA1 HOMER2 HSPB1 ICAM3 IER5 IFITM3P7 IL13RA1 IL1R1 IL1R2 IL21R IL6ST INHBA IRF4 ITGA4 JAG1 JAK1 KIF2A LAMP3 LDLR LITAF LMBR1L LMNB1 LPP LRRK1 LTB4R LY75 LYPD3 MAOA MAP3K14 MAP3K6 MAP4K1 MAP4K4 MARCKS MARCKSL1 MCL1 MCM5 MED13L MED14 MGLL MICAL1 MIS18BP1 MMP12 MOB1A MREG MS4A6A N4BP1 NARF NCOA3 NDE1 NECTIN2 NEK3 NET1 NETO2 NFATC2IP NIBAN1 NIT2 NKTR NME3 NR4A3 NREP NRG1 OPTN PELI1 PHYH PKNOX1 PLAC8 PLEKHA5 PLGRKT PLPP1 PLXNA1 POGLUT1 PPM1F PPP1R12A PPP1R16B PSD3 PSEN2 PTP4A3 PVR QPRT RAB11FIP1 RAB38 RAB3GAP1 RAB8B RAB9A RABGAP1 RAMP1 RASGRP2 RASGRP3 REPIN1 RFTN1 RGS2 RNF138 RO60 ROBO1 RPL22 RPL28 RPS4XP2 RUNX1 RUNX3 SCN11A SDC4 SEPHS1 SERPINF1 SETD1B SFPQ SGPL1 SLAMF1 SLC16A5 SLC1A2 SMARCC1 SMS SNHG32 SON SORL1 SPINT2 SPOCK1 SPRED2 SQLE ST3GAL6 ST8SIA1 STK17B SUZ12 SYF2 SYNGR3 TBC1D13 TBC1D4 TBCB TCF3 TFG TIA1 TMEM131L TMEM97 TNFAIP8 TNFRSF4 TNIP2 TRADD TRAF1 TRAF5 TRIP10 TTN TUBA1C TXN UBAP2L VCAN VDR WNT5B YWHAQ ZDHHC18 ZFAND5 ZFP36 ZHX2 ZNF185 ZNF274 RUTELLA_RESPONSE_TO_HGF_VS_CSF2RB_AND_IL4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RUTELLA_RESPONSE_TO_HGF_VS_CSF2RB_AND_IL4_UP ABCC3 ACAA2 ACADVL ACAT1 ACO1 ACP3 ACP5 ADAM28 ADAMDEC1 AIF1 AKR1B1 AKR1C1 AKT3 ALAS1 ALDH3A2 ALOX5 AMPD2 AMY1A ANOS1 ANXA5 AOAH APLP2 APOC1 APOE APOO AQP9 ARFGAP3 ARHGEF40 ASAH1 ATP13A3 ATP6V0A1 ATP6V0E1 ATP6V1C1 ATP6V1H ATP9B B4GALT5 BCAP31 BCAT1 BHLHE41 BTN3A3 C12orf4 C1QA C1S C3 C3AR1 C5AR1 CALHM2 CALML4 CASP1 CCDC69 CCL15 CCL18 CCL2 CCL3 CCL8 CCND1 CCR1 CCR5 CCRL2 CD14 CD163 CD2AP CD300A CD47 CD48 CD52 CD55 CD63 CD81 CD9 CDKN1C CDS2 CERT1 CES1 CFD CHI3L1 CHPF2 CHPT1 CHST15 CLEC4E CLEC5A CMKLR1 CNPY2 CNPY3 CPD CPM CRIM1 CRTAM CSTF3 CTBS CTSD CTSK CTSL CX3CR1 CXCL1 CXCL10 CXCL3 CXCL5 CXCL9 CYBB CYP1B1 CYP27A1 CYP27B1 DAB2 DAD1 DCSTAMP DDIT4 DECR1 DENND3 DHCR24 DHRS4 DMXL2 DNPH1 DNTTIP2 DOCK4 DPAGT1 DPEP2 DUSP6 EEF1AKMT3 EGR1 EIF2AK2 EIF2B3 EIF2S1 ELOA EMC2 EMC7 EMG1 EMILIN1 EMP1 ENTPD1 EPB41L3 EREG ETS2 FADS1 FAH FASTKD1 FBP1 FBXL5 FCAR FCGR1A FCN1 FDX1 FKBP4 FPR1 FTH1 FYB1 FYN G6PC3 GADD45G GALC GBA1 GCLM GGH GLA GM2A GNA12 GNS GOT2 GPD2 GPNMB GRPEL1 GSDME GSR GTF3A HADHA HBEGF HDAC9 HDDC2 HEXB HK2 HLA-DQA1 HLA-DRB4 HLA-E HSD11B1 ICAM2 IDO1 IFI6 IFITM2 IGFBP7 IL10 IL18 IL1A IL1B ILRUN IMPA2 IQGAP2 IRAG2 IRAK3 ITGAL ITPK1 ITPR1 KCNMA1 KLF10 KLF9 KMO KYNU LAIR1 LAMP1 LAMP2 LEPROT LGALS3 LHFPL2 LILRA2 LILRB2 LILRB4 LMO2 LPAR1 LPXN LTA4H LTBP2 LXN LY86 LYSET MAFB MAN2A2 MAPRE2 MATK MCTP1 MDH1 MDM1 ME1 MEF2C METTL1 METTL9 MFHAS1 MITF MMP2 MMP9 MPRIP MPZL1 MRPL35 MS4A4A MSRB2 MT1F MT1G MT1H MT1X MT2A MTX2 MX2 MYD88 MYO15B MYOF NAMPT NARS1 NAT1 NCOA1 NCOA4 NDP NDRG1 NDUFS2 NEDD9 NINJ2 NKG7 NLRP3 NOTCH2 NPC1 NPL NQO1 NR1H3 NR4A2 NRIP3 NRP1 NUP214 OAZ2 OSBPL1A PACSIN2 PCK2 PDCD6IP PDE4DIP PDIA5 PDXK PECAM1 PGS1 PHACTR1 PID1 PIGP PINK1 PIR PLA2G7 PLAAT4 PLCL2 PLIN2 PLOD3 PLPP3 PLSCR1 PLTP PNP PPARD PPIF PRDX1 PRKCB PRKRIP1 PSMB5 PSMG1 PSTPIP1 PTGDS PTGER2 RAB13 RAB20 RAP1GAP2 RARRES1 RBM47 RDH11 RDX RER1 RERE RGCC RGL1 RHOQ RIN2 RNASET2 RSAD2 RUBCNL S100A12 S100A9 SC5D SCAMP2 SCARB2 SCCPDH SCD SCO2 SDC2 SDR39U1 SEC22B SELL SEPTIN9 SERPINE1 SGK1 SGMS1 SH3BP5 SIGIRR SIK3 SLAMF7 SLAMF8 SLC11A2 SLC12A8 SLC16A6 SLC1A3 SLC1A4 SLC29A3 SLC2A3 SLC30A1 SLC31A1 SLC35B1 SLC36A1 SLC3A2 SLC43A3 SLC5A3 SLC7A11 SLC7A7 SMAD3 SMIM7 SNTB1 SNX10 SOD2 SP110 SP140L SPARC SPHK1 SPP1 SPTLC2 SQSTM1 ST3GAL1 ST6GAL1 STAT1 STK17A STOM STS SUN2 TBC1D1 TBC1D16 TCEAL9 TCF7L2 TCIRG1 TEX2 TFEB TFRC TGM2 TIMP2 TLE4 TLR1 TM6SF1 TM9SF4 TMBIM6 TMEM184C TMEM51 TMX4 TNFAIP6 TNIP3 TNK2 TNS3 TPST1 TRAF3 TREM1 TRIT1 TSC22D1 TSEN34 TSPAN3 TUBA4A UFSP2 VAT1 VMP1 VNN1 VSIG4 VWA5A YIPF6 ZFYVE16 ZNF395 ZNF706 ZNF804A RYAN_MANTLE_CELL_LYMPHOMA_NOTCH_DIRECT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/RYAN_MANTLE_CELL_LYMPHOMA_NOTCH_DIRECT_UP ABHD6 ADTRP ARAP1 ARHGAP17 ARHGEF3 ARID1B B4GALT1 BATF BCL2A1 BID BLK BLNK CAMKK1 CAMP CBFA2T3 CD27 CD28 CD300A CD72 CD82 CD84 CDC25A CDK5R1 CHI3L2 CHST10 CLEC17A CNR2 COQ2 CR2 CUEDC1 CXCR5 CYLD DENND2D DNASE1L3 DNASE2 DNMBP DSE DTX1 DTX4 DUSP16 DUSP2 EML4 ENTPD1 FAM167A FCRL2 FCRL3 FCRL4 FGD2 FGR FLNB FMNL3 FYN GADD45B GALNT10 GALNT6 GFOD1 GRN HASPIN HES1 HES4 HEY2 HIVEP1 HPCAL1 ICAM1 ID2 IFIT3 IFNAR2 IFNGR1 IKZF1 IL10RA IL16 IL21R IL6R IQSEC1 IRF8 ITGAL KAZN KLF13 LDLRAD4 LGMN LIN54 LPCAT1 LY86 LYN MAP3K5 MGLL MPEG1 MX2 MYBL2 MYC NEDD9 NEIL2 NOTCH3 NR4A1 NRARP P2RX5 P2RY11 PAX5 PELI1 PIK3AP1 PLAC8 POU2AF1 PPAN PRICKLE1 PTK2B PTP4A3 PTPN6 RAB11FIP4 RHOBTB1 RHOH RHOV RILPL2 RUNX3 RXRA S1PR1 SASH3 SEMA7A SFTPB SH2B2 SH3TC1 SIK1 SMAD3 SNN SPIB SSH2 ST6GAL1 SUSD3 TASP1 TBC1D9 TET2 THEMIS2 TLE3 TMPRSS3 TNF TNFRSF13B TNFRSF1B TNIP1 TOP1 TRAF4 TRAM2 UBALD2 UBASH3B UST XYLT1 ZDHHC14 ZFP36 ZFP36L1 ZMIZ1 SABATES_COLORECTAL_ADENOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SABATES_COLORECTAL_ADENOMA_DN ABCA8 ABCG2 ABI3BP ACKR1 ADAMDEC1 ADCY2 ADH1B AFF3 AKAP12 ALPI AMPD1 ANGPTL1 ANK2 ANO5 ANPEP AOC3 AQP8 ARHGAP15 ASPA ASPN ATP1A2 B3GALT5 B3GALT5-AS1 BCHE BEND5 BEST4 BMP3 BMP5 BRINP3 BTNL8 C2orf88 C7 CA1 CA2 CA4 CA7 CCDC80 CCL13 CCL19 CCL21 CCL23 CCL5 CCL8 CD177 CD36 CD37 CD48 CDA CDH19 CDHR5 CDKL1 CDKN2B CDKN2B-AS1 CEACAM7 CES2 CFH CHAD CHGA CHGB CHODL CHP2 CHRDL1 CHRNA1 CLCA4 CLDN23 CLDN8 CLEC3B CLU CMAHP CNN1 CNNM2 CNTN4 COL14A1 COLEC12 CP CPB1 CPM CPNE8 CR2 CRYBA2 CTSG CXCL12 CXCL13 CYP3A4 CYTL1 DHRS11 DOCK10 DPP10 DPP10-AS1 DPT DSEL DUSP1 ECRG4 EDIL3 EDN3 EFEMP1 ENPP6 EPB41L3 EPHA3 EPHA7 F13A1 FABP4 FAM107A FAM13C FBLN1 FCMR FCRL3 FCRLA FDCSP FEV FLRT2 FMN2 FN1 FXYD1 GBA3 GCG GCNT2 GDPD2 GFRA3 GHR GLDN GPC6 GPM6B GPNMB GPX3 GREM2 GUCA2A GUCA2B HAPLN1 HOXD10 HSD17B2 HSD3B2 IGF1 IGHA1 IGHM IL6R INSL5 INSM1 ITGA4 ITIH5 JAM2 KCNIP4 KCTD12 KIF5C KNG1 L1CAM LAMA1 LGALS2 LIFR LINC01082 LINC02023 LMOD1 LPAR1 LRRK2 LRRN2 LYPD8 LYVE1 MAMDC2 MCOLN2 MEIS1 MEOX2 MEP1B MFAP4 MFAP5 MFSD4A MIR100HG MS4A1 MS4A12 MS4A8 MST1 MT1M MYH11 MYLK MYOT NAALADL1 NAP1L2 NAP1L3 NCF1 NDN NEUROD1 NEXMIF NHERF4 NLGN4X NPY NR5A2 NRXN1 OGN OR51E2 OSR1 PAG1 PCDH19 PCDH7 PCDH9 PCK1 PDE3A PDE6A PDZK1 PGM5-AS1 PHLPP2 PI15 PKIB PLA2G12B PLAAT2 PLAC9 PLP1 PNLIPRP2 PPY PRIMA1 PRKAA2 PRKCB PTN PTPRR PYY RAB3B RBM24 RERG RFX6 RSPO2 RSPO3 RTN1 RUNDC3B SCARA5 SCG2 SCGN SCN7A SCN9A SCNN1B SCNN1G SECTM1 SEMA6D SETBP1 SFRP1 SI SIGLEC1 SIT1 SLC15A1 SLC17A4 SLC22A4 SLC25A34 SLC26A2 SLC4A4 SLC51A SLC51B SLC6A19 SLC9A3 SORBS2 SORCS1 SOX10 SPIB SPINK2 SPINK5 SST STAP1 SV2B SYNE3 SYNPO2 TBC1D9 TEX11 THRB TLR7 TM6SF2 TMCC3 TMEM100 TMEM140 TMEM171 TMEM200A TMEM255A TMEM72 TMOD2 TNFRSF13C TNFRSF17 TNS1 TNXA TP53INP2 TPH1 TRAF3IP3 TRDC TRGC1 TRPM6 TSPAN7 TTR TUSC3 UGT2B15 UGT2B17 UNC5C USP2 VIP VPREB3 VSTM2A WASF3 WNT2B WSCD1 XKR4 XPNPEP2 ZBTB16 ZG16 ZNF483 ZNF536 ZNF667-AS1 SABATES_COLORECTAL_ADENOMA_SIZE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SABATES_COLORECTAL_ADENOMA_SIZE_DN BNIP1 C2orf72 CYSLTR1 GLDN GNPTAB MAOA MMP28 PDE4D RCAN3 RETNLB SYT17 TBX10 TMEM125 SABATES_COLORECTAL_ADENOMA_SIZE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SABATES_COLORECTAL_ADENOMA_SIZE_UP AATBC AHSA2P BCL6 CABIN1 CALHM6 DFFB FBXL6 GART LAMP2 LRRC14 MAP3K20 MDM4 NEAT1 NKD2 PGGHG SEC16B SLC20A1 SLC9A3-AS1 STMN3 STX16 THUMPD3-AS1 TIMP3 ZNF431 ZNF697 SABATES_COLORECTAL_ADENOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SABATES_COLORECTAL_ADENOMA_UP ACSL6 AJUBA ALDH4A1 ANLN AP1S3 APCDD1 ART3 ASCL2 AXIN2 AZGP1 BACE2 BMAL2 C2CD4A C4BPB CADPS CBLIF CCL20 CCNO CD44 CDH3 CEMIP CHAC1 CHI3L1 CLDN1 CLDN2 CPS1 CRIPTO CRNDE CST1 CXCL1 CXCL11 CXCL2 CXCL3 CXCL8 CYP4X1 DEFA5 DEFA6 DGAT2 DLGAP1-AS2 DMBT1 DPEP1 DSC3 DSG3 DSG4 DUOX2 DUOXA2 DUSP4 EPHX4 ETV4 FABP6 FAIM2 FOXQ1 FREM2 GABRP GALNT6 GATA2-AS1 GPSM2 GRHL1 GRHL3 GRM8 HES6 HYAL1 IGFBP2 IL13RA2 IL33 INHBA IRX3 KLK10 KLK11 KRT23 KRT6B KRT80 L1TD1 LCN15 LCN2 LGR5 LINC00963 LPL LRP8 LRRC34 LRRC36 LY6G6D MMP1 MMP10 MMP3 MMP7 MSLN MSX1 MSX2 MUC5AC NAP1L1 NFE2L3 NKD1 NMU NOTUM NQO1 ODAM PCSK1 PF4 PSAT1 PTP4A3 QPCT REG1A REG1B REG3A REG4 RNF183 RPL22L1 RRM2 RTEL1 S100A11 S100A2 S100A8 S100P SBSPON SERPINA3 SH3TC2 SLC16A4 SLC22A3 SLC6A14 SLC6A6 SLC7A5 SLCO1B3 SP5 SRPX2 STYXL2 TACSTD2 TBX3 TCN1 TEAD4 TGFBI TNFRSF10C TNFRSF6B TNS4 TRIM29 TRIM7 UCA1 UGT1A7 VSNL1 WDR72 SAENZ_DETOX_PATHWAY_AND_CARCINOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAENZ_DETOX_PATHWAY_AND_CARCINOGENESIS_DN ABCC2 ACKR3 CYP2B6 CYP2C19 CYP2C8 CYP2D6 CYP3A5 CYP3A7 CYP4B1 CYP4F2 GSTK1 GSTO1 GSTT1 SLCO2A1 VDR SAFFORD_T_LYMPHOCYTE_ANERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAFFORD_T_LYMPHOCYTE_ANERGY ACTN4 ADGRE5 ADORA2A ADORA2B AGT ANGPTL2 ANKRD28 ANP32A ARFIP1 BNIP3 CASP4 CCL1 CCL3 CD40LG CDC14A CLEC4E CSF1 CTSE DDR1 DLG2 DTNA DUSP6 EGR2 ETV6 F2R FBXO34 FOXP1 FURIN FYN GABRA4 GADD45B GCH1 GGA2 HEBP2 HIF1AN HLF HSD17B6 HSPA1A HSPA4L IER3 ING4 IRF4 ISYNA1 JAK3 JARID2 JUP KCNJ11 KCNK5 KCNQ5 KIF15 KIFC3 LAG3 LILRB4 LPAR4 LRRC3 MARCHF2 MICA MMD MPZL2 MYH14 MYL7 MYO1C MYO1E NDRG1 NFATC1 NOCT NOTCH1 NR4A2 NR4A3 OAZ3 PFKP PLA2G10 RCBTB1 RNF19A S100A5 SFRP4 SLC29A3 SOCS4 SRGN STX11 TAGAP TEKT2 TINAG TNFRSF19 TNFRSF4 TNFSF11 TNFSF9 TP53RK ZFP36L1 ZNF629 SAGIV_CD24_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAGIV_CD24_TARGETS_DN ADRB2 APOBEC3B ATF3 BIK CABP1 CAV1 CDKN1A CHAC1 CST6 CTTN CXCL8 DUSP5 ECM1 EMP3 EPHB6 FOXD1 GDF15 GEM HOMER3 HSD17B6 HSPB8 ICAM1 ISG20 KLHL22 LAT2 LDB1 MCAM N4BP3 NAGK OASL OGG1 PDGFB PLAU PLPPR2 PPP1R15A RELB RNF25 SPHK1 THBS1 TIMP4 TRAFD1 TRIM8 TUFT1 ULBP2 UROD SAGIV_CD24_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAGIV_CD24_TARGETS_UP ARFGEF1 ASPM CABP1 CAV1 DNAJC13 EDEM3 EPHB6 FRYL KLHL22 LDB1 MCAM N4BP3 PHIP PLPPR2 RARRES1 SFPQ SLC4A4 SMC4 TFPI TRIM8 USP34 VPS13C SAKAI_CHRONIC_HEPATITIS_VS_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAKAI_CHRONIC_HEPATITIS_VS_LIVER_CANCER_DN ACHE APLNR ARID4A ARID5A CEBPB CLU CSH2 DVL2 EFNB1 ESR1 FOXM1 FRZB FZD2 GRM5 IGF1R IL12RB2 JAK3 JMJD7-PLA2G4B JUND KITLG MAPK10 MEF2B MFAP5 MYF5 MYL2 MYOG NTF4 NUMB PRKAA1 PRKAG3 RXRA SOCS1 SOCS3 SSTR4 STAT1 STAT5A SAKAI_CHRONIC_HEPATITIS_VS_LIVER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAKAI_CHRONIC_HEPATITIS_VS_LIVER_CANCER_UP APAF1 APBB1 ATF2 ATF6 ATF6B AXIN2 CANX CASP1 CASP4 CASP9 CAT CBX3 CCR1 CENPB CENPC CMC4 CSE1L CTSS CUL1 CUL2 CUL5 ESPL1 FBXO5 GLRX2 GPX3 GSTT2 HAT1 HIF1A HLA-DOA HLA-DRA HNRNPA1 HNRNPDL HNRNPK HNRNPR HNRNPU HSF2 HSP90AA1 HSPA4 ITPR1 JAK1 KPNA4 LAMTOR3 MAP3K5 MICA MICB MPHOSPH6 MYC NAE1 NCK1 PCNA PIGB PIK3CA PPP3R1 PRDX3 PTPRC RANBP2 RNASE4 RNMT SMNDC1 SOD2 SRSF1 ST13 TACC1 TCP1 TLR2 TNPO1 TRAF6 TXN UBE2A UBE2D1 UBE2D2 UBE2D3 UBE2L3 UBE2N UBE2V2 UBE3A UPF3A USP14 USP33 USP7 USP8 YME1L1 SAKAI_TUMOR_INFILTRATING_MONOCYTES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAKAI_TUMOR_INFILTRATING_MONOCYTES_DN A2MP1 AK6 ARIH1 CCNC CCNG2 CCT4 CCT8 CD163 CD1D CD63 CD86 CDC27 CDC42 CDC73 CDK7 CDKL1 CDKN3 CLEC4M COPS5 CPSF6 CSTF2 DCT DDX20 DNAJA1 EPB41 ERO1A FCGR1A FKBP3 GEMIN4 GLRX2 GTF2H3 GTF2I H1-6 HNRNPA2B1 HSPA5 IFI30 IFI6 KAT2A KDR LSM6 MACF1 MED7 MGST2 NCOA4 NCOR1 NEK1 NUP107 PCNA PPIA PPIB PPIC PPP2R2C PPP6C PRDX1 PRDX2 PRDX3 PRDX6 PRKAR1A PRPF4B PSMA5 PSMB5 PTGES3 RAD51C RAN RBM8A SCAND1 SEC63 SNRPB2 SNRPF SRSF1 STX5 SUB1 TAF6L TBP TBPL1 TOP2A TXN UBE2E3 UBE2R2 WRN XPO1 SAKAI_TUMOR_INFILTRATING_MONOCYTES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAKAI_TUMOR_INFILTRATING_MONOCYTES_UP ATN1 BTRC CA9 CACNB4 CDC42BPA FLNB GRIP2 HDAC5 HDAC7 ITGA9 ITGB3 KIF17 LIMS1 MAML1 MAPK8 NEBL NPHP4 NRG1 NSF PFN1 PIP5K1C SEMA4C SH3GL2 SPEN TEAD1 TGM2 WASF3 SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_POST_TREATMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_POST_TREATMENT_DN IGHA1 IGHG1 IGHG2 IGHV3-48 IGHV3-7 IGHV3-74 IGHV4-59 IGKC IGKV1-12 IGKV1-39 IGKV1-5 IGKV2D-28 IGKV3-11 IGKV3-15 IGKV3-20 IGLV1-44 SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_POST_TREATMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_POST_TREATMENT_UP ANKRD22 APOL2 APOL6 BATF2 CIMAP1B DHRS9 DNAJC25-GNG10 FCGR1A FCGR1BP FCGR1CP GBP1 GBP2 GBP5 GZMA HLA-C HLA-H IGFLR1 IL1B IRF1 MYOM2 PLAAT4 RHBDF2 SECTM1 SERPING1 TYMP UBE2L6 SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_PRE_TREATMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SALVADOR_MARTIN_PEDIATRIC_TBD_ANTI_TNF_THERAPY_NONRESPONDER_PRE_TREATMENT_UP ACRBP CCL4 CCL5 DDX11L10 EPSTI1 GNLY GP1BB HLA-C HLA-H IFITM1 IFITM3 KLRD1 MAP3K7CL MT-ATP6 MT-ATP8 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND4L MYL9 MYOM2 OASL PF4 SH3BGRL2 TRBC2 TREML1 TSPAN33 TUBB1 SAMOLS_TARGETS_OF_KHSV_MIRNAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAMOLS_TARGETS_OF_KHSV_MIRNAS_DN AKR1C3 ANXA4 ARMCX6 BHLHE22 C11orf58 CD44 CDC16 CFI CRY1 CXXC5 DKK3 DNAJC12 EPAS1 EPCAM FGF13 FHL2 FKBP11 FN1 FZD10 HAVCR1 HSPA1A HTATIP2 IFI16 IL13RA1 INHBA IRS1 ITM2A LDLRAD4 LDOC1 LINC00115 LZTS1 MAGEH1 MAOA MID1IP1 NXPH4 PDZK1 PLAC8 PLIN2 PMEPA1 PNMA8A PRXL2A PUDP RAB27A S100A2 SHISA2 SLC1A4 SLC44A5 SLC6A15 SPINT2 SPOCK3 SPP1 SRGN STAT1 STAT3 TBPL1 THBS1 TPD52 UCHL1 UCP2 VPS37C SAMOLS_TARGETS_OF_KHSV_MIRNAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAMOLS_TARGETS_OF_KHSV_MIRNAS_UP AK3 CDH11 COCH GAL GALNT3 SLC31A1 SOX11 ZNF93 SANA_RESPONSE_TO_IFNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANA_RESPONSE_TO_IFNG_DN ADPRM ANGPTL2 ANTXR1 APEX1 APLN ARHGDIB ATP5PB CABLES1 CCNB1IP1 CCT3 CCT4 CCT5 CD34 COTL1 CSE1L CTNNAL1 DAB2 DESI2 DKK1 EI24 EIF4G2 ESM1 FABP5 FGFR1 GADD45A GASK1B GJA1 H2AZ1 HDAC2 HDGF HHIP HMGCL HSP90AB1 HSPD1 ILF2 INHBA KDELR2 KRT7 LGALS1 METTL9 MGST3 MICAL2 MMP10 MORF4L2 NDUFA4 NQO1 NT5DC2 OAT ODC1 PA2G4 PGAM2 PIM3 POLD2 PON2 PPIAP15 PRCP PRDX1 PRKAG2 PRMT1 PRSS23 RAN RGS4 RHOC RPL10A RPL6 RPLP0 RPS3A RPSA RTN4 SLC25A3 SMS SMYD2 SNRPD2 SSR2 TFRC THSD4 TIMM17A TNFRSF10D TPT1 TPX2 TUBA4A TXNDC5 UQCR10 UTP4 VWF XAB2 YWHAQ SANA_RESPONSE_TO_IFNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANA_RESPONSE_TO_IFNG_UP APOL1 APOL2 APOL3 APOL4 ATP6V0A4 BATF2 BST2 C1S CASP1 CD274 CD74 CEACAM1 CFH CX3CL1 CXCL10 CXCL11 CXCL9 DDX60 DTX3L ETV7 GBP1 GBP3 GBP4 GIMAP7 GOLM1 HLA-A HLA-B HLA-C HLA-DMA HLA-DPA1 HLA-DQA1 HLA-DQB1 HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HSD17B11 IDO1 IFI35 IFI44L IFIH1 IL18BP IL23A LAP3 LGALS3BP LGALS9 LIPG MLKL MMP25 MX1 NLRC5 OAS1 OAS2 PARP14 PARP9 PLA1A PLAAT4 PPP3CA RABL3 RAC3 RNF213 SAMD9L SAMHD1 SEPTIN4 SERPING1 SLC25A28 SSPN ST8SIA4 STAT1 TNFSF10 TRIM22 UBD UBE2L6 VAMP5 WARS1 SANA_TNF_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANA_TNF_SIGNALING_DN ACE AHNAK2 ALDH1A1 ANTXR1 ANXA1 APLN ARHGDIB ARL5A ARL6IP1 ATP1B3 ATP5F1A BGN BMX C1orf43 CABLES1 CALCRL CAPNS1 CAVIN2 CCN2 CCNA1 CD34 CDCA7L CDK2AP1 CLU CRIP2 CTNNAL1 DDR1 DHRS11 DNAJB4 EFEMP1 EMCN EPAS1 FHL2 GASK1B GBA2 GIMAP6 GIMAP7 GLCE HDAC2 HERC2P2 HTR1B IGFBP4 ITGA6 ITPRID2 JAG2 KCTD12 KDR KRT7 LDB2 LYVE1 MMRN1 MTUS1 MYOF NFIB NOS3 NQO1 NT5E NTN4 PALMD PCTP PDLIM4 PECAM1 PGAM2 PHLDA1 POSTN PPP1R16B PRKACB PRKCH RGS4 RHOJ RPS3A SASH1 SMYD2 SRSF7 TGM2 THSD7A TM4SF1 TMSB4X TPT1 TXNDC5 TXNIP UQCR10 VWF ZBTB47 ZNF521 SANA_TNF_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANA_TNF_SIGNALING_UP ACKR3 ANO9 APOL1 APOL3 ATP13A3 BIRC3 BPGM BST2 C1QTNF1 C1S CASP1 CCL11 CCL2 CCL20 CCL7 CCL8 CMPK2 CSF1 CTHRC1 CX3CL1 CXCL10 CXCL11 CXCL2 CXCL3 CXCL6 CXCL8 DDX60 DENND11 DNAJA1 DRAM1 FTH1 GBP1 HLA-A HLA-B HLA-C HLA-E HSD17B11 ICAM1 ICOSLG IFI44L IFIH1 IFIT1 IL32 IL7R INHBA ITGAV LAMB3 LGALS3BP LGALS9 LIPG MMP10 MMP3 MX1 MX2 NCEH1 NFKBIA OAS1 OAS2 OAS3 OXR1 PARP14 PDGFRL PLA1A RABL3 RAC3 RHOB RIPK2 SAMD9L SAMHD1 SAT1 SERPINE1 SLC15A3 SMAD3 SOD2 SPAG9 SSPN TAPBP TLR2 TNFAIP2 TNFAIP3 TNIP1 UBD VCAM1 SANCHEZ_MDM2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANCHEZ_MDM2_TARGETS ADIRF CCND1 CDKN1A CLIP3 FCGRT H2AC18 H2BC21 IGFBP6 IL13RA2 IL1RN INHBB LRMDA RABAC1 RNF113A TIMP1 SANDERSON_PPARA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANDERSON_PPARA_TARGETS ACADM ACOT8 ALDH3A2 CD36 CPT1B CPT2 DECR1 DECR2 ECI1 EHHADH ETFDH FGF21 G0S2 HMGCS2 HSD17B4 SANSOM_APC_MYC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_MYC_TARGETS ABCB8 ABCC10 ABHD14A ACER1 ACER2 ACHE ACP3 ADISSP ADO AKT1S1 ALKBH2 AMMECR1 ANKRD39 ARFGEF1 ARHGEF12 ASCL2 ATF6 ATIC ATL2 ATMIN ATP2A3 ATRIP BCAS3 BCL2L1 BCL7C BDNF BIVM BMP7 C18orf54 CARD11 CCND1 CCSER2 CCT4 CDC42BPA CDX2 CENPA CFAP410 CINP CITED1 COLGALT1 COMMD9 CORO1C COX10 CREBBP CTBS CTDSP2 CXXC1 DAG1 DCUN1D3 DDX49 DENND6B DHCR24 DHRSX DKC1 DNM1L DNMBP DOCK9 DPH2 EIF2AK3 EIF4G1 EPB41 ERCC4 EXD2 EXOSC1 FADS3 FAM83G FEM1B FHOD1 FMR1 FOXM1 FZD5 GAS8 GEMIN5 GET1 GORASP1 GTF2I GTF3C1 GTPBP3 H3C4 HIPK1 HIRA HNF1B HOMER1 HSP90AB1 HSPBAP1 IER5 IGF2 IKBKG IMPACT IMPDH2 ING4 INTS1 JADE1 KAT2A KLF6 KNSTRN KPTN LARGE2 LDAH LDB1 LFNG LHPP LIG3 LIMS1 LMNB2 MAPK7 MCCC2 MCM3 MCM7 MDN1 MED22 MEN1 METTL1 MIF MINDY1 MRPL38 MTHFD1 MVK MYBBP1A MYC NBEAL2 NDRG1 NDST1 NELFA NEUROG3 NFIC NFKB2 NFKBIL1 NHP2 NME1 NOL8 NOL9 NPTX2 NSD1 NTMT1 NUB1 NUBP2 OGFOD1 OGFR OPLAH OTUB1 OXR1 PABPC4 PHGDH PIAS4 PIP5K1A PKN3 PLK3 PMF1 PMM1 POFUT1 POLA2 POLE PPP1R15B PRPF19 PRRC2C PSMB9 PSRC1 PTPRS PXN QTRT1 RAD23A RASSF4 RBKS RNF38 ROR2 RRP9 SAPCD2 SART3 SCAMP4 SCRN2 SDC1 SEC61A1 SEMA3B SEMA4D SF3B5 SFSWAP SFXN2 SGCB SH3D19 SHMT1 SHMT2 SIGMAR1 SIVA1 SKIC3 SLC1A3 SLC35B2 SLC6A6 SMARCC1 SMPD4 SNRPF SOX4 SRSF2 SSX2IP SYTL1 TAF7 TBC1D15 TELO2 TFIP11 TFRC TGIF2 THOP1 TICRR TKT TM9SF3 TMEM141 TNFRSF12A TP53 TP53RK TRAPPC6A TRIM7 TRMT6 TTC27 TUBB2A TXLNA TXN2 TXNRD2 UBALD1 UBE2K USF1 USP20 VARS1 VEZT VIPR1 VPS51 WDR33 WDR4 WDR62 WIPI2 YAE1 YJU2 YWHAG ZBTB21 ZBTB48 ZFP2 ZFP28 ZFP64 ZKSCAN8 ZMYND19 ZNF213 ZNF444 SANSOM_APC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_TARGETS ABCE1 ACP1 ADAT1 ADCY8 AFAP1L1 AFG2B AGR3 AKAP13 ANAPC4 ANKRD11 AOPEP AQP4 ARMC9 ASCL2 ATG16L2 ATG9B ATRIP AXIN2 BCL11A BRD8 C18orf54 CABCOCO1 CAGE1 CARNMT1 CCDC163 CCDC86 CCND2 CCT4 CD44 CD80 CDC37 CDCA7 CDK5RAP2 CELA2A CELA3B CENPP CEP72 CITED1 CLASP2 CLDN11 CPA1 CTRB2 CYBRD1 DCAF4 DCLRE1B DCTD DGKB DHX30 DIS3L DMP1 DNLZ DTL DUSP4 DYNC2I2 DYRK3 EDN1 EIF5B ELP1 EMC8 EMP2 EPHB2 EPHB3 EPN3 ERCC4 FADS3 FAM20B FBLN2 FGF1 FGFRL1 FKBP5 FZD6 GGH GLMN GSDMA GULOP HAGHL HHAT HIRA HMGA2 HMGCS2 HOPX HOXA9 HS3ST1 HSPBAP1 HUNK IFFO2 IGFBP4 ILDR1 KLHL8 KLK1 KRT23 LECT2 LPCAT4 LRMDA MAD1L1 MAPK4 MBOAT1 MEG3 METTL13 METTL2A MMP15 MND1 MRI1 MRPL47 MRPS14 MT4 MTHFD1L MUTYH MYC MYCL MYL7 MYO1B NDC80 NEB NFS1 NINL NR2E3 NT5C3B ORC5 PACRGL PAICS PASK PET100 PHF21B PIEZO1 PLA2G15 PLA2G2F PLCD3 PMM1 PNLIPRP1 POGK POLE POLR3D PRAMEF13 PRDX2 PRSS2 PRSS41 PSAT1 PSRC1 RAD51AP1 RASSF4 RGCC RGS12 RNASE1 RNF149 RNF157 RNF43 ROR2 RPRD1A SESN2 SGF29 SHISA2 SHMT2 SIVA1 SLC12A2 SLC1A4 SLC7A5 SLFN12L SMYD5 SNW1 SNX24 SOAT1 SORBS2 SOX17 SOX4 SOX9 SP5 SPACA7 SRCAP STOML1 SYTL1 TBC1D7 TBC1D9 TC2N TCHP TENM4 TFIP11 TGIF2 THOC1 TIAM1 TMEM131L TNFRSF12A TNFRSF19 TNNI1 TPD52L1 TRIB1 TRIM9 TRIT1 TRMT1 TRMT9B TTBK2 TTC27 TUBB2B TXNL1 TXNRD3 TYMS VNN1 WASF3 WDR62 YJU2 ZFHX3 ZFP1 ZNF136 ZNF184 ZNF746 ZNF780A ZNF800 ZNG1C ZSCAN21 SANSOM_APC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_TARGETS_DN AADAC AAMDC ABCB9 ABCC2 ABCC3 ABCD1 ABHD8 ABR ACAA1 ACE ACOT13 ACOX1 ACP5 ACY3 ADAM19 ADH4 ADIPOR2 ADORA2B AGR2 AKR1B10 ALB ALDOB ANK3 ANXA6 AOC1 ARG2 ARHGAP45 ARHGDIB ARSA ATP1B1 ATP2A3 ATP6V0A1 ATP6V0B ATP6V0E2 BARX2 BASP1 BMP4 BTD C1QC C4A CA4 CAPN3 CAPN9 CASP1 CASP6 CCK CCL21 CCL25 CCL5 CCNA1 CCR9 CD160 CD2 CD22 CD28 CD302 CD3D CD48 CD5 CD52 CD53 CD6 CD7 CD70 CD72 CD79A CD79B CD82 CD8A CDHR5 CDK2AP2 CDKN2B CDKN2D CDR2 CGGBP1 CHPT1 CHRNG CHST2 CIDEB CIDEC CLCN2 CLGN CMA1 CMBL CNTNAP1 CNTROB COL4A5 CORO1A COX7A1 CRAT CST7 CTSW CUL4B CX3CL1 CXCL13 CXCL14 CYB5A CYB5R3 CYFIP2 CYP27B1 CYP2S1 CYP4F3 DAB1 DAO DDC DDHD2 DDR2 DGAT1 DGKA DHRS1 DNAJB9 DNASE1 DPEP1 DPT DTX1 EDN2 EDN3 ENTPD2 ENTPD5 EPHX2 ERCC5 ERO1B EVI2A FABP1 FABP7 FAHD1 FAM3B FAS FCGBP FGD3 FLT3LG FLT4 FLVCR2 FMNL1 G6PC1 GALM GALNT10 GBF1 GBP2 GCG GDI1 GGT1 GGT5 GHRL GIMAP4 GIP GNA11 GNAZ GNPDA1 GNS GPD1 GPR12 GPR89A GPSM3 GPX4 GRINA GSTK1 GSTM1 GSTT1 GZMA GZMB HAGH HIC1 HLA-B HLA-DMB HLA-DOB ICAM2 ICAM5 ICOS IDO1 IFNA4 IGHM IGHV1-18 IGHV1-46 IGHV4OR15-8 IGKV1-37 IGKV2D-30 IGKV4-1 IGLV4-69 IKBKE IL12RB1 IL12RB2 IL18 IL2RB IL4I1 INPP5D IRF1 IRF4 ITGA3 ITGAE ITGAL ITGAX ITGB2 ITGB7 JAK2 JCHAIN KCNJ11 KEAP1 KLK1 KLRB1 KSR1 LAPTM5 LAT2 LCT LDB3 LIPA LPGAT1 LRP1 LSP1 LTB4R LTBP4 LY75 LYL1 MAP3K1 MAPRE3 MCFD2 MEIS2 MEP1B MERTK MGAT3 MGST2 MGST3 MIEN1 MLPH MOCOS MOGAT2 MOV10 MTF2 MTTP MXI1 MYH14 MYO7A MYT1L NAPSA NBL1 NCF1 NDFIP2 NFIA NKIRAS1 NPDC1 NPR3 NR1H3 NR1I3 NUB1 NUMB OGDH OR2H2 OTULINL PAFAH2 PAPSS2 PAX8 PC PCDHA13 PCOLCE PCSK5 PDE9A PEPD PHETA1 PIK3CD PIPOX PLD4 PLEKHO1 PLPP1 PLTP POU2AF1 PPARA PRLR PRPSAP1 PRRG2 PRSS30P PRXL2A PTPRC PTPRE RAC2 RASSF2 RBP2 RBP4 RDH16 RDH5 REG1A REG3A RFXANK RGS10 RGS2 RHOC RMDN3 RRAGD RUNX2 S100A13 SAR1B SDF4 SEC14L1 SEC14L2 SELPLG SEPTIN4 SERPINB9 SETDB1 SIPA1 SIRPA SIRT2 SLC11A2 SLC22A18 SLC22A4 SLC27A4 SLC2A2 SLC2A5 SLC35B1 SLC35C2 SLC4A4 SLC4A5 SLC51A SLC5A1 SLC5A11 SLC6A4 SLC7A8 SLC7A9 SLPI SMPD2 SOAT2 SOD3 SOX18 SPHK2 SPIB SRGN SRXN1 SST ST3GAL4 ST6GAL1 ST8SIA4 STK10 SULT2B1 SYNPO TAX1BP3 TCAP TCEA3 TCF21 TCTA TEP1 TFR2 TGFB1 TGFBI TLL1 TM4SF5 TMEM50B TNFRSF17 TOB1 TP53INP2 TPH1 TRGC1 TRGV11 TRIM47 TYROBP UGT2B28 UPP1 USP2 VAMP5 VAV1 VAV2 VDR WBP2 WDTC1 XDH ZAP70 ZG16 ZNF467 ZNHIT3 SANSOM_APC_TARGETS_REQUIRE_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_TARGETS_REQUIRE_MYC AAAS AAR2 ACER2 ADAT1 ALKBH2 ANKRD39 AQR ARHGEF12 ARX ASCL2 ATG9B ATMIN ATRIP AXIN2 BCL11A BCL11B BID BIVM BMP7 BOD1L1 BUB1B C17orf49 C18orf54 CABCOCO1 CAD CCDC163 CCDC86 CCT4 CCT7 CDC42BPA CDK4 CENPP CINP CITED1 CREBBP CTBS D2HGDH DDAH1 DDX49 DENND6B DHX58 DNLZ DPH2 DRG2 DTYMK DUS3L DYNC2I2 EMC8 EPHB2 ERCC1 ERCC4 EXOSC1 FADS2 FADS3 FARSB FBL FHOD1 FZD6 GAR1 GAS8 GEMIN5 GET1 GINS2 GIPC1 GNPNAT1 GORASP1 GRWD1 GTPBP3 GTPBP6 GTSE1 HAGHL HES6 HIRA HOMER1 HOXA9 HSPBAP1 IFFO2 KAT2A KNOP1 LANCL2 LDB1 LFNG LHPP LMNB2 LRMDA LRP8 MAP4K4 MAPK7 MBD3 MCM3 MCM7 MDN1 MED22 METTL1 METTL13 METTL2A MFSD13A MRPL38 MUS81 MUTYH MVK MYBBP1A MYC MYEF2 NASP NBEAL2 NCEH1 NELFA NEUROG3 NFKB2 NFS1 NHP2 NME1 NOL8 NOLC1 NOP56 NRF1 NSUN5 NTMT1 OGFOD1 OGG1 OSR2 PABPC4 PCBP4 PDXK PHGDH PMF1 PMM1 POFUT1 POLE POLR1A POMT1 PPAN PPP1R14B PRSS41 PTHLH PTOV1 QTRT1 QTRT2 RABEP2 RAD23A RAD54L RAI14 RANGRF RASSF4 RCC2 RGS12 RNASEH2A RNASEH2C RNF157 ROR2 RPL31 RPS13 RPS6KA6 RRP9 SAPCD2 SEMA3B SETD4 SFSWAP SHMT1 SHMT2 SHPRH SIDT1 SIGMAR1 SIVA1 SKA1 SLC1A3 SLC1A4 SLC29A2 SLC35B2 SLCO3A1 SMARCC1 SMPD4 SMYD5 SNRPF SNRPG SNX24 SOX17 SOX4 SRD5A3 SRGAP2 SRM STOML1 SYTL1 TELO2 TFIP11 TFPT TGIF2 THOP1 TIMELESS TK1 TMEM141 TMEM186 TMPO TNFRSF12A TP53 TP53RK TRDN TRIB1 TRIM9 TRMT61A TRMT9B TTC27 TUBB2A TXNRD2 TXNRD3 USP20 VARS1 VARS2 VEZT WDR4 WDR54 WDR62 YAE1 YBX3 YJU2 ZBED3 ZBTB21 ZBTB48 ZFP2 ZMYND19 ZNF213 ZNF444 ZNF800 ZSWIM3 SANSOM_APC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_APC_TARGETS_UP ABCC5 ACER2 ACOT1 ADAT1 AGR3 ANG AQP4 ASCL2 ATL3 AXIN2 BCAS2 CA12 CCDC86 CCND2 CD320 CD44 CDC37 CDCA7 CHRNB4 CITED1 CPN1 CTPS1 CYBRD1 DIAPH3 DLK1 DTL DTYMK DYRK3 ECT2 EGR1 EHF EIF2S2 EMP2 EPHB2 EPHB3 EPOP ERGIC1 ETS2 FOXA3 GGH GLUL GNB1L GOLGA3 GTF3C4 HES6 HNRNPA1L2 HOPX HS3ST1 HUNK IGFBP4 IMPA2 IMPDH2 INTS7 KAT2A KCNQ1 KRT18 KRT23 LRIG1 MAD1L1 MARCKSL1 MCM2 MCM3 MCM6 MCM7 MEG3 MRI1 MSI1 MSX1 MT4 MYCL MYL7 NECTIN4 NPC1 NR2E3 OXCT2 PAICS PARP1 PASK PAXIP1 PIWIL2 POLI POLR1HASP PRDX2 PSAT1 PSMG2 QSER1 REC8 RECQL RGCC RNASE4 RNF43 RPL14 RPP14 SGF29 SHF SKP2 SLC12A2 SLC1A4 SLC39A14 SLC40A1 SNAPC2 SNHG6 SOX17 SOX4 SOX9 SP5 TC2N TCF7 TCOF1 TGFBR2 TGIF1 TIAM1 TLR7 TMEM131L TNFRSF12A TNFRSF19 TNNI1 TRIB1 TRPC2 TUBB2A TUBB2B TXNRD3 UBE2T UNG URI1 VN1R17P WDFY1 ZC3H8 ZNF14 ZNF282 ZNF318 ZNF746 SANSOM_WNT_PATHWAY_REQUIRE_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SANSOM_WNT_PATHWAY_REQUIRE_MYC ACTL6A APOD ARX ASCL2 AXIN2 BAX BMP7 CCN4 CCNE2 CD44 CITED1 CSNK2A1 CUL1 DVL2 DVL3 E2F1 EDN1 EPHB2 EPHB3 FOXA1 FRZB FXN FZD6 FZD7 GEMIN2 ID2 ID3 IGFBP2 LDB1 LECT2 LEF1 LGR5 MMP14 MSX1 MTAP MYC NKD1 NLK PARP1 PCBD1 PLAT PTCH1 PTGS2 RABEP2 ROCK1 ROR2 RUVBL1 SEMA3C SIM2 SKP1 SLC1A3 SLC1A5 SMC4 SOX17 SOX4 SOX9 SP5 TCF7 TIAM1 TNFRSF12A TNFRSF19 TP53 WIF1 SARRIO_EPITHELIAL_MESENCHYMAL_TRANSITION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARRIO_EPITHELIAL_MESENCHYMAL_TRANSITION_DN ACSL1 ACTA1 ADH1C ALDH6A1 ALG6 ANK3 ANXA8L1 AQP3 ATF3 ATP1A3 BCL6 BIRC3 BNIP3L BTG1 C1S CA2 CALD1 CAPZB CCL21 CCL3 CCNG1 CD9 CDH1 CDKN1C CFB CITED2 CLU CREG1 CTSD CXCL1 CXCL3 CYBRD1 CYP4B1 DAPK1 DLG5 DSC2 DSC3 DSP DST EEF2 EFNA1 EGR1 EIF4B ENG ERRFI1 F11R FBXO32 FGFBP1 FOS FOSL2 FXYD3 GADD45G GAGE12F GALNT15 GAS1 GBP2 GEM GLUD1 H2AC6 H2BC21 IFI16 IFI44 IFITM2 IFITM3 IFNGR1 IL1RN INSIG1 IRF6 KLF6 KLRC3 KLRK1 KRT13 KRT14 KRT16 KRT19 KYNU LAMB2 LPAR6 MAFB MALAT1 MAOA MAP3K5 MKNK2 MME MMP25 MVP NCK1 NEAT1 NFE2L2 NFIL3 NFKBIA PC PCDH9 PDZK1IP1 PIK3C2B PLEKHO2 PLXNB1 PNRC1 POLR3E PSAP PSME1 PTEN RARRES1 RGCC RGS2 RNF145 ROS1 RPL37 RPLP1 RSRP1 S100A4 S100A8 SAA4 SAT1 SCD SCPEP1 SELENOP SEMA3C SERPINA3 SESN1 SNCAIP SND1 SPRR1B SPRR3 SRSF8 STAT3 STOM TACSTD2 TCF3 TFPI TGFBR3 THBS3 TKT TMEM59 TNFAIP3 TP53INP1 TP63 TRIM29 TSC22D3 TUT7 USP15 VAV3 VNN1 ZBTB16 ZNF608 SARRIO_EPITHELIAL_MESENCHYMAL_TRANSITION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARRIO_EPITHELIAL_MESENCHYMAL_TRANSITION_UP AGAP1 ANKRD1 ANLN ARPC1B ARPC5L ASF1B ASPM BARD1 BCL2L11 BLM BRCA1 BRIX1 BUB1 BUB1B CALM3 CCNA2 CCNB1 CCND1 CCT4 CDC45 CDC6 CDC7 CDCA5 CDCA7 CDK1 CDK2 CDK2AP1 CENPA CENPE CENPU CENPW CEP55 CKS1B CMC2 CORT COX17 CPT1A CRLF3 CRY1 CYP2A13 DCK DHFR DSCC1 DTL E2F1 ECT2 EIF1AD EIF5A2 ENC1 ENO1 ENOPH1 ESPL1 ETV1 EXO1 F3 FABP5 FBXO41 FBXO5 FGF2 FHL2 FJX1 FOSL1 FOXM1 GDA GGCT GMNN H2AX H4C11 H4C2 H4C3 HELLS HILPDA HMMR HOXC13 IDH2 KIF11 KIF20A KIF23 KNTC1 LRP8 LRRC8C MAD2L1 MBOAT7 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MKI67 MMP14 MSANTD3 MSH2 MT2A MYBL1 NDC80 NT5E NUP155 ODC1 ORC6 PCNA PGK1 PHF19 PHLDA1 PKMYT1 PLAUR PLCG2 PLEK2 PLK1 PLK4 POLD3 POLR3K PRC1 PRIM1 RAD51 RAD51B RBM14 RECQL4 RELT RFC2 RFC3 RFC4 RFC5 RRM2 RRS1 RTEL1 RUNX1 SAPCD2 SDF2L1 SERPINB2 SERPINE2 SKA3 SMIM10L1 SMTN SRXN1 STAMBPL1 STEAP1 STIL STMN1 TACC3 TFDP1 TGFB2 TIMM10 TMPO TNFRSF12A TNK1 TOP2A TUBA1A TUBA8 TUBB TUBB3 TUBB4B TUBBP5 TUBG1 TYMS UBE2T UCK2 UGGT2 UHRF1 VCAN VEGFC YEATS4 YRDC YWHAH ZNF367 ZWINT SARTIPY_BLUNTED_BY_INSULIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARTIPY_BLUNTED_BY_INSULIN_RESISTANCE_DN ACVR1 CDK1 CDKN1B DBP GADD45A HERPUD1 INTS9 MMP11 MPDZ NUPR1 PDK4 RALGDS RARG RERE SESN1 SGF29 TRIB3 UBE2H SARTIPY_BLUNTED_BY_INSULIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARTIPY_BLUNTED_BY_INSULIN_RESISTANCE_UP AK4 CCDC86 CD4 CXCL3 FRMD6 IFI16 JUNB LRRFIP1 MT2A NAB2 NFIL3 PKD2 PPRC1 RGL1 SERPINE1 SKIL SNTB2 SOCS3 SARTIPY_NORMAL_AT_INSULIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARTIPY_NORMAL_AT_INSULIN_RESISTANCE_DN ABCA1 ADRB3 B3GALT2 C16orf74 CCNG2 CREBRF ETFBKMT FBXO45 GAB1 HMGB2 KLHL24 NR1D2 PIK3C3 PTGFR RSRP1 SIX5 TAB3 TCTA TXNIP ZNF124 SARTIPY_NORMAL_AT_INSULIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SARTIPY_NORMAL_AT_INSULIN_RESISTANCE_UP AK4 B3GNT2 BHLHE40 BYSL CCL7 CDR2 DUSP6 EREG FOSL1 HMGCR HMOX1 IER2 MAK16 NOCT NOP56 NOP58 NOPCHAP1 PHLDA1 PPAN PTGES SLC25A28 SLC2A1 SPRED2 SPSB1 SRR SRXN1 SYNJ2 TUBB2A TUBB6 SASAI_RESISTANCE_TO_NEOPLASTIC_TRANSFROMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAI_RESISTANCE_TO_NEOPLASTIC_TRANSFROMATION ABCB6 ADAMTS1 AMOTL2 APP ATP1B1 BGN CACNB3 CCN2 CCN5 CDKN2C CEBPD COL1A1 COL5A2 COL5A3 CSRP1 CXCL12 DDR1 EDN1 FBLN2 FBLN5 FBN1 FSTL1 GBP2 GJB3 ID3 ID4 IFNGR1 IL1RL1 IL6ST IRF1 JUNB LAMB2 LTBP2 MMP11 P3H1 PCOLCE PDGFRB PLOD2 QSOX1 RGS10 SDC2 SELENOP SLC16A7 ST3GAL5 TAGLN TGFB1I1 TGFB3 TNFRSF11B TNFRSF1A VLDLR SASAI_TARGETS_OF_CXCR6_AND_PTCH1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAI_TARGETS_OF_CXCR6_AND_PTCH1_DN ADAM28 APOD DAZL MDK OTX1 PIP5K1A PRM1 TFPI SASAI_TARGETS_OF_CXCR6_AND_PTCH1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAI_TARGETS_OF_CXCR6_AND_PTCH1_UP FOXD1 GDPD3 IFFO2 IFI16 L1CAM OTX2 PLCB4 PPFIA4 RNF112 SLC1A5 TTR UQCR10 VGF XIST SASAKI_ADULT_T_CELL_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAKI_ADULT_T_CELL_LEUKEMIA ACOT13 ACOT8 ACYP1 ADORA2BP1 AIM2 ANXA2 ANXA6 AP3S1 ARL6IP5 ARNT2 ARPC1B ATP1B1 ATP2C1 ATP5F1A ATP5MC3 ATP6V1A ATP8A1 BARD1 BATF BOLA2 BUB1B CADM1 CAV1 CCNA2 CCNB1 CCNB2 CCP110 CD3D CD47 CD99 CDK13 CDKN3 CEBPA CENPF CEP164 CETN3 CHMP2A CNN2 CORO1A DAAM1 DHCR24 DLG3 DLGAP5 DOK5 DST DYNLL1 DYNLL1P3 EMP1 ENSG00000280071 ETFA ETS1 EXTL2 FAS FGFR1 FHL2 FOXM1 FZD6 GALK2 GCHFR GLB1 GSTZ1 H4C3 HDAC1 HINT1 HMGB2 HMGN4 HPGDS ICMT IDH1 IFI16 IL2RA ING1 IRF4 ISG15 ISG20 JAK3 KCNN4 KIF11 KIF14 KIF2C LDLRAD4 LPCAT4 LSM2 MCM3 MED24 MKI67 MRPS12 MSC MSX1 MTX2 MYB MYCBP MYCN MYL6B MYO1D NDUFAF1 NEDD4 NME1 NMI NOMO1 OAS2 PARM1 PARP1 PARP3 PAWR PCLAF PCNA PDCD10 PDE8B PLD1 PLK1 PMS1 POLR2E POLR2H POU4F1 PPIB PPID PPP1CA PPP1CC PRDX1 PRDX4 PSMB2 PSPHP1 PTHLH PTPRJ PTPRM PTPRN2 PTTG1 RASA1 RBBP4 RECQL RFC3 RGS13 RLN2 RPA1 SAP30 SCCPDH SELL SGCE SLC25A46 SMARCA2 SP1 SSTR2 STAT1 SYT11 TFAP2A TFCP2 TFDP1 TFRC TK1 TMED3 TOP2A TP53TG1 TPX2 TRAFD1 TRAPPC12 TRIB1 TRIB2 TUBB TYMS UBA52 UBE2C UST VAMP5 VBP1 WWTR1 ZNF80 ZWINT SASAKI_TARGETS_OF_TP73_AND_TP63 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASAKI_TARGETS_OF_TP73_AND_TP63 ATM CCN1 DUSP7 IL4R ITGB1 JAG1 JAG2 MEF2B MT1H MT1X MT2A SERPINF1 SASSON_FSH_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_FSH_RESPONSE CD55 FDX1 GDE1 GZMB MT2A STAR VEGFA SASSON_RESPONSE_TO_FORSKOLIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_RESPONSE_TO_FORSKOLIN_DN ABLIM1 ACP5 ACTA1 ACTA2 ACTB ACTG2 ACTN1 ACTR2 ADCY7 ADCY9 AKAP12 ARHGAP1 ARHGAP35 ARL4C ARL6IP5 ATP9A AXL CAP2 CAPZA1 CARD10 CASP4 CDK14 CDKN1C CTNND1 CYFIP2 DAB2 DAPK1 DHRS3 DUSP14 DYRK3 FLNC GBP1 GDI2 GEM GNB1 HSD17B1 ILK ITGA3 ITGB5 KIDINS220 KRT18 MAP2K3 MAP4K4 MAPK6 MAPRE2 NPC2 PAWR PDLIM3 PI4K2A PIK3CD PLCL1 PMAIP1 PPP2R5C PPP3R1 PRKD1 PTPN1 PTPRE PTPRF RAB33B RAB5A RAB5C RANGAP1 RASAL2 REXO5 RGS4 RGS5 RPRM SH3BP4 SMARCD1 STAT1 STIP1 STK17A STK24 STK25 THBS1 TK1 TLK1 TNFRSF11B TP53 TP53I11 TPM2 TRIB1 TUBA1A TYRO3 VCL SASSON_RESPONSE_TO_FORSKOLIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_RESPONSE_TO_FORSKOLIN_UP ACP2 ACP3 ADGRG1 ALPL ARHGEF5 ARPC1A ARPC4 ATP2A2 ATP2B1 ATP5IF1 BAD BAG1 BECN1 BNIP3L CASP9 CD55 CDC42EP4 CDK16 CFLAR CHUK COL15A1 COL18A1 CREBL2 CYP11A1 CYP19A1 DDX41 DHCR7 DUSP1 DUSP3 DUSP9 EZR FDXR FKBP5 GDE1 GK GNAS GNLY GPRC5B GRK5 HSD11B1 HSD3B1 HSD3B2 ITPR1 JMJD6 LHCGR MAP1LC3B2 MAP2K1 MAP3K5 MAP3K7 MAPK14 MBD2 MSMO1 NLK NOL3 P4HA2 PDXK PGK1 PGRMC1 PHKA2 PLIN3 PLPP1 POP5 PPFIA4 PPP2R1A PPP2R5B PRKAR1A PRKX PSMC3 PSMD1 PTP4A1 PTPN21 PTPRN RAB14 RAB1A RAB27A RAB2A RAB4A RHOB SGK1 SMARCA4 STAR STIP1 TFPI2 TLN1 TMBIM6 TNFAIP3 TUBB2A UPP1 SASSON_RESPONSE_TO_GONADOTROPHINS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_RESPONSE_TO_GONADOTROPHINS_DN ABLIM1 ACP5 ACTA1 ACTA2 ACTG2 ACTN1 ADCY7 ADCY9 AKAP12 ARHGAP1 ARL4C ARL6IP5 ARPC4 ATP2A2 ATP9A AXL BECN1 CAP2 CAPZA1 CARD10 CASP4 CDK14 CDKN1C CFLAR CHUK CTNND1 CYFIP2 DAB2 DAPK1 DHRS3 DUSP14 DYRK3 EZR FLNC GBP1 GEM HSD17B1 ILK ITGA3 ITGB5 KIDINS220 KRT18 MAP2K3 MAP4K4 MAPK14 MAPK6 MAPRE2 MBD2 NPC2 PAWR PDLIM3 PI4K2A PIK3CD PLCL1 PMAIP1 PPP2R5C PPP3R1 PRKD1 PTPN1 PTPRE RAB33B RAB5C RANGAP1 RASAL2 REXO5 RGS4 RGS5 RPRM SH3BP4 SMARCA4 SMARCD1 STAT1 STK17A STK24 THBS1 TLK1 TLN1 TNFRSF11B TP53 TP53I11 TPM2 TRIB1 TUBA1A TUBB2A TYRO3 VCL SASSON_RESPONSE_TO_GONADOTROPHINS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SASSON_RESPONSE_TO_GONADOTROPHINS_UP ACP2 ACP3 ACTB ACTR2 ADGRG1 ALPL ARHGAP35 ARHGEF5 ARPC1A ATP2B1 ATP5IF1 BAD BAG1 BNIP3L CASP9 CD55 CDC42EP4 CDK16 COL15A1 COL18A1 CREBL2 CYP11A1 CYP19A1 DDX41 DHCR7 DUSP1 DUSP3 DUSP9 FDXR FKBP5 GDE1 GDI2 GK GNAS GNB1 GNLY GPRC5B GRK5 HSD11B1 HSD3B1 HSD3B2 ITPR1 JMJD6 LHCGR MAP1LC3B2 MAP2K1 MAP3K5 MAP3K7 MSMO1 NLK NOL3 P4HA2 PDXK PGK1 PGRMC1 PHKA2 PLIN3 PLPP1 POP5 PPFIA4 PPP2R1A PPP2R5B PRKAR1A PRKX PSMC3 PSMD1 PTP4A1 PTPN21 PTPRF PTPRN RAB14 RAB1A RAB27A RAB2A RAB4A RAB5A RHOB SGK1 STAR STIP1 STK25 TFPI2 TK1 TMBIM6 TNFAIP3 UPP1 SATO_SILENCED_BY_DEACETYLATION_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SATO_SILENCED_BY_DEACETYLATION_IN_PANCREATIC_CANCER ABCB1 ADM ANGPT1 AREG ATF3 BIK CACNA1G CAPN5 CCN2 CDH8 CDKN1C CGREF1 CHFR CLDN15 CXCL8 DHRS2 EGR4 EREG FOXN3 GADD45B GAGE1 GAGE12F GAGE12G GDF15 H1-2 HBA1 HMOX1 HPSE ID2 ING1 KLK12 MAGED4B MBD1 MMP1 NGFR NOTCH3 NPRL2 PER1 PHC1 SERPINI1 SPANXA1 SSX1 STC1 TFPI2 UCP2 ULBP2 WNT4 SATO_SILENCED_BY_METHYLATION_IN_PANCREATIC_CANCER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SATO_SILENCED_BY_METHYLATION_IN_PANCREATIC_CANCER_1 ABCB9 ABCC3 ADAM28 ADAM8 AGPAT4 AHR ALOX12 ALX3 ANGPT2 ANKRD26 AP4S1 APBB2 APOA2 APOBR APOC2 AQP3 ARHGEF4 ARPC4 ASNS ATP4B ATXN3L AVP B3GAT1 B4GALT6 BARD1 BARX1 BIRC3 BMAL2 BNIP3 BST2 C3 C8G CA11 CABP1 CACNA1A CACNA1G CAMKK2 CBX8 CCHCR1 CCK CCL11 CCL17 CCL19 CCL22 CCL3 CCL4 CCL5 CCNE2 CD180 CD200 CD22 CD52 CD55 CD74 CDA CDH17 CDH3 CDH8 CDKN1A CDKN1C CDO1 CEP131 CEP162 CHAC1 CHI3L1 CHRM2 CIITA CITED1 CLDN3 CLDN5 CLEC11A CLIP3 CLSTN2 CLTB CNIH3 CNN3 COL21A1 COL4A3 COL4A6 COL6A3 COPZ2 COX7A1 CPA3 CRABP2 CRISP1 CSF1 CSF2 CST1 CST2 CTAG1B CX3CL1 CXCL12 CYB5R2 CYP1B1 CYP26B1 CYP2B6 CYP3A5 DAPK1 DAZ1 DDX43 DEPDC5 DEPP1 DGCR11 DHX58 DIRAS3 DLK1 DNAJC12 DNAJC6 DOK4 DPEP3 DUSP10 DUSP5 DUSP6 DUTP1 EFEMP1 EFEMP2 EFHD1 ELF5 ENOSF1 EPB41L4A EPS8L1 ERCC4 ESS2 F11R FAM182B FGFR3 FOXE1 FOXL2 FOXO3 FSCN1 GAGE1 GALNT6 GAMT GAS8-AS1 GCAT GDF15 GIT2 GLDC GMFG GP6 GPER1 GRK2 GSK3A GSTA1 GYPC H2AC8 H3C10 HADHAP1 HBA1 HBEGF HDC HERC3 HEY1 HIF3A HLA-B HLA-G HNF4A HOXA1 HOXA9 HOXB1 HOXC13 HPGDS HPX HSD17B1 HSPA2 HTR1A HTR4 HYAL1 ICAM1 IER3 IFI6 IFIH1 IFIT5 IGF2 IGFBP3 IGHM IL1B IL1R1 IL1RAPL2 IL1RL2 IL32 IL36RN IL37 IRF7 ISG20 ITGA7 ITSN1 JHY JPH3 KCNJ2 KCTD14 KHDRBS3 KIF21B KIR2DL1 KLHL11 KLHL28 KLHL36 KLK10 KLK11 KLK12 KLRK1 KMT2A KRT7 KRT85 L1TD1 LAMB3 LAPTM5 LAT LCK LDHB LDOC1 LGALSL LHFPL6 LHX1 LHX2 LHX6 LIN28A LIPC LMF1 LMTK2 LRRC23 LRRC31 LRRC32 LRRC36 LTB LXN LYPD3 MAGEA12 MAGEA2 MAGEA9 MAGEB1 MAGED4B MAOA MAPK8IP3 MATN1 MBNL3 MCAM MCOLN3 MEG3 MGAT3 MIA MICALL1 MKRN3 MMP19 MR1 MRAS MRC2 MSX1 MX1 MYL10 NALF1 NCOR2 NEDD4L NEFH NES NETO2 NEU1 NFKB2 NGFR NLRP2 NNAT NOS1AP NPAS1 NPTX1 NPTX2 NR1D1 NR2E1 NRGN NXT2 OAS1 OBP2B ODAD2 OPRK1 OR7A10 PADI4 PAEP PAGE1 PARVA PAX5 PAX6 PCDHGC3 PDE2A PDK1 PDYN PELI1 PER1 PFKFB4 PGF PHC1 PHF8 PI4K2A PIK3R3 PLAT PLAUR PLEK2 PLXNB3 PMAIP1 PML POGLUT1 PRAF2 PRDM14 PRMT7 PROCR PRR15L PSAT1 PSMB8 PTGIR PTX3 PXDN PYCARD QPCT QPRT RAB31 RAB38 RAB6A RAC2 RASSF1 RBP4 RCN3 RGS17 RHOBTB2 RNASE2CP ROBO3 RPL39L RPRM S100A2 S100A3 SAA1 SALL1 SAMD9 SAP25 SCARA3 SCD SERPINA1 SERPINE1 SERPINF1 SFN SFRP1 SFTPA2 SIDT2 SIRPB1 SLC12A4 SLC16A4 SLC4A1 SLC6A11 SLC7A11 SLC7A7 SLC9A5 SMAD3 SMARCA1 SMARCA2 SMPD1 SNAI1 SNAP25 SNTB1 SOD2 SOHLH2 SPARC SPINT1 SPON1 SPRR3 SRPK3 SSUH2 SSX1 SSX3 SSX5 ST14 ST6GALNAC2 STAG3 STC1 STXBP2 SUSD4 SVIL SYN3 SYNJ2 SYT2 TACSTD2 TAP2 TBX19 TBX2 TES TESPA1 TFAP2C TH TIMP3 TJP2 TMEM176A TMEM265 TMEM51 TNF TNFRSF10D TNNT1 TP53I11 TPST1 TRAFD1 TRIM25 TRIM36 TRPV2 TSKU TWIST1 TYRO3 UCHL1 ULBP2 ULK2 UPK2 UPP1 USP29 VCY VTN WNT4 WNT7A WT1-AS XAGE1B XCL1 ZCCHC24 ZHX2 ZNF165 ZNF213-AS1 ZNF335 ZNF43 ZNF492 ZNF780B SATO_SILENCED_BY_METHYLATION_IN_PANCREATIC_CANCER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SATO_SILENCED_BY_METHYLATION_IN_PANCREATIC_CANCER_2 ANGPT2 BARD1 BNIP3 BST2 CACNA1G CCNE2 CDH3 CDKN1A CDKN1C CLDN5 CSF1 CSF2 FOXE1 GAGE1 GAGE12G HOXA1 IFI6 IGF2 IL1R1 ISG20 JPH3 KLK10 LDOC1 LHX1 MAGED4B MATN1 NEFH NPTX2 PAX6 PDYN PLAT PLEK2 RPRM SFN SFRP1 SMARCA1 ST14 STAG3 TES TIMP3 TJP2 TNF TNFRSF25 TP53I11 UCHL1 WNT7A XAGE1B SATO_SILENCED_EPIGENETICALLY_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SATO_SILENCED_EPIGENETICALLY_IN_PANCREATIC_CANCER ARC AURKC BIK BNIP3 BST2 CASP5 CCN5 CCNA1 CDC25A CDKN2A CLDN7 CRIP1 CRLF1 CSF3 DAPK2 DAZL DDX4 EZR F11R FGF2 GAGE12F GAGE12G GAS1 HSPA1A IL32 ITM2C KRT17 LHX2 LIPC MAGEC1 MLH1 MMP8 NLRP2 PAX6 S100A2 S100P SALL1 SFRP1 SGCE SPANXC SRGN STAT3 TKTL1 TP53I11 UCHL1 WT1-AS XAGE1B SAUL_SEN_MAYO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SAUL_SEN_MAYO ACVR1B ANG ANGPT1 ANGPTL4 AREG AXL BEX3 BMP2 BMP6 C3 CCL1 CCL13 CCL16 CCL2 CCL20 CCL24 CCL26 CCL3 CCL4 CCL5 CCL7 CCL8 CD55 CD9 CSF1 CSF2 CSF2RB CST4 CTNNB1 CTSB CXCL1 CXCL10 CXCL12 CXCL16 CXCL2 CXCL3 CXCL8 CXCR2 DKK1 EDN1 EGF EGFR EREG ESM1 ETS2 FAS FGF1 FGF2 FGF7 GDF15 GEM GMFG HGF HMGB1 ICAM1 ICAM3 IGF1 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IL10 IL13 IL15 IL18 IL1A IL1B IL2 IL32 IL6 IL6ST IL7 INHA IQGAP2 ITGA2 ITPKA JUN KITLG LCP1 MIF MMP1 MMP10 MMP12 MMP13 MMP14 MMP2 MMP3 MMP9 NAP1L4 NRG1 PAPPA PECAM1 PGF PIGF PLAT PLAU PLAUR PTBP1 PTGER2 PTGES RPS6KA5 SCAMP4 SELPLG SEMA3F SERPINB4 SERPINE1 SERPINE2 SPP1 SPX TIMP2 TNF TNFRSF10C TNFRSF11B TNFRSF1A TNFRSF1B TUBGCP2 VEGFA VEGFC VGF WNT16 WNT2 SCHAEFFER_PROSTATE_DEVELOPMENT_12HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_12HR_DN AMHR2 AMPH BASP1 CALCA CALCB CHD3 COL8A1 CRMP1 CXCL12 ELAVL3 ELAVL4 ENC1 FXYD6 GAP43 GNA14 HIC1 HMGA2 HMX1 HSPA8 HTR3B IGFBP4 INHBA KLC1 KPNA2 LIX1 LYPD1 MTCH1 MXRA7 NNAT NSG2 NTRK2 NUAK1 OLFM1 PCDH8 PLAT PRMT1 PRPH PRRX1 RASA3 RFLNA RIMKLA RSPO1 SPON2 ST3GAL2 STMN1 SUMO3 SYT4 TAGLN3 TGFBI TUBA1B TUBA3C TUBA4A TUBB3 ZWINT SCHAEFFER_PROSTATE_DEVELOPMENT_12HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_12HR_UP ACOT1 ADAMDEC1 AHNAK ALDH1A3 ARC ARHGEF26 ARL6IP5 ASPN ATP1A1 AVPR1A BCL6 BDH2 BNIP3 CALCRL CDH1 CEACAM1 CEBPD CFAP144 CIDEA COL23A1 COL24A1 COL4A6 COLEC12 CXCL14 CYP1B1 CYS1 DCLK2 DNER EFEMP1 EGLN3 EMD EPHA3 ERRFI1 FABP4 FGF10 FGFR2 FILIP1 FKBP5 FNDC3B FOXF2 FZD7 GADD45G GLUL HSPA1A IGFBP2 ITGB4 KCND2 KLF15 KLF9 LAMP2 LMCD1 LMO4 LOXL2 LRP4 LRRK1 LY6D MAF MAFF MAOB MAP3K6 MKX MPST MYF5 NCOA1 NEAT1 NLGN1 NT5E OR2AK2 PDGFC PDGFD PDLIM3 PENK PGAM1 PGK1 PID1 PLA2G4A PMAIP1 PNPT1 PROS1 RALY RASL11B RGS2 SESN1 SETBP1 SFRP2 SHH SLC2A1 SLC39A8 SLITRK6 SMOC1 SNRPD3 SOX9 STAT5A SYNPR TAC1 TAF1D TANC1 TFAP2C TLE1 TMEM100 TMEM242 TMEM45A TP53INP1 TP63 TRIM2 TSPAN1 UBE4A WIF1 WWP1 ZFAS1 ZNF146 SCHAEFFER_PROSTATE_DEVELOPMENT_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_48HR_DN ABCC9 ABHD8 ABI2 ABLIM2 ADAM23 ADAMTS18 ADAMTS19 ADAMTS8 ADGRA1 ADGRB2 ADGRL3 AHDC1 AHR AKAP5 ALDOC AMHR2 AMPH ANGPTL6 ANKRD6 ANPEP ANTXR1 AQP1 AR ARHGAP25 ARHGAP42 ARID5B ARL4C ARMCX2 ARMCX3 ARMCX6 ASNS ATP2B1 AVPR1A BACH2 BCAT1 BCOR BLNK BMF BMP2K BMP3 BST2 BTD C15orf39 C1QA C1QC C1QTNF7 C9orf72 CABLES1 CACHD1 CACNA1G CACNA2D3 CALN1 CAMKK2 CAMKV CBFA2T2 CCDC74B CCDC80 CCKAR CCL11 CD248 CD300C CD55 CD83 CDC42EP3 CDCA7 CDH10 CDH6 CDIP1 CDKL1 CENPE CFAP418 CHDH CHRNA4 CHST9 CHSY3 CNTN1 CNTNAP4 COL8A1 COLEC10 COMTD1 COPG1 CPXM2 CRABP1 CRACD CREB5 CROCC CSTA CTPS2 CTSB CTTNBP2 CXCL13 CYRIA DAB2 DAB2IP DACH2 DBX2 DCC DDR2 DDX3X DEF6 DGAT2 DGKH DHRS7 DIXDC1 DNAI4 DPP10 DUBR DUSP2 DUSP7 DYNLT5 DZANK1 EBF3 EDIL3 EDNRA EGLN3 EIF2S3 ELAC2 ELN ELOVL6 EMILIN3 ENPP1 ENPP3 ENTPD4 EPHA5 EPHA7 EPHB1 ERC1 ESR1 EYA2 FAM107B FAM131A FAM13A FAM171B FAM181B FAM8A1 FBLN1 FBXL7 FEM1B FGF18 FIBIN FILIP1L FNBP1L FOXJ3 FOXO6 FOXP1 G6PC2 GABRA1 GABRA4 GABRB1 GABRB2 GABRG3 GAD2 GALNT14 GAS1 GAS2L3 GFOD1 GLIS2 GPM6B GPRASP1 GREM1 GRIA1 GRIN3A GUCY1A1 GUCY1B1 GYPC HAVCR1 HDAC4 HIRIP3 HIVEP2 HLA-G HS3ST4 HSPA1A ID4 IGDCC4 IGF1 IGFBP4 IL17RD IL1R1 INHBA IPO11 IRF1 IRF2BPL ISOC1 ITGA4 JUND KAZN KCNA4 KCNAB1 KCNK9 KCTD1 KDM5C KDM6B KIF26B KIFAP3 KLF10 KLF12 KLF7 KNDC1 KRT17 KRT75 KRTDAP LAPTM4B LARGE1 LARP1 LBP LDB2 LGMN LHFPL3 LHPP LMNA LMO3 LONRF1 LOXL1 LRFN2 LRFN5 LY6D LYPD6B LYSMD2 LYZ MAB21L3 MACO1 MAMSTR MAP4K5 MATN2 MBD1 MCUR1 MED13L MEIS1 MEX3B MFAP2 MFAP4 MIF MMP10 MMP16 MMP3 MRGPRF MS4A7 MSRB2 MSX2 MUC15 MYB MYCN MYH10 NAPRT NBEA NDRG1 NEDD9 NEGR1 NETO1 NFIX NR0B1 NR4A2 NRP2 NRROS NTNG1 NTRK2 NUAK1 ONECUT2 OXCT1 P4HA2 PABPC4L PACRG PADI4 PALLD PAMR1 PAPPA PAPSS1 PARM1 PBDC1 PCDH10 PCDH18 PCDH19 PCDH20 PDE1A PDE1B PDE4DIP PDGFRB PDLIM7 PER2 PEX13 PEX5L PHACTR1 PI4KA PIP4K2B PKD2 PKNOX1 PKP4 PLA2G12A PLXDC1 PMEPA1 PNLIPRP1 PPM1A PPP1R3B PREX1 PRKCB PRKD3 PROX1 PRR5L PRRX1 PRTG PTCHD4 PTEN PTGER3 PTHLH QPCT RAB3B RAB7B RALGDS RASSF2 RASSF4 RBBP9 RBMS3 RBPJ REC8 RERG REV3L RHBDL3 RHOBTB2 RHOJ RIMKLA RND3 RNF152 ROBO2 RSPO1 RSPO2 RTN4R RUNX1 RUNX1T1 RXFP1 RYBP RYR3 S100G SAMD5 SCX SDC2 SEMA5B SERPINF1 SERTAD2 SH3BP5 SH3KBP1 SH3PXD2B SHISA2 SIPA1L2 SKIDA1 SLC14A1 SLC16A3 SLC19A2 SLC1A1 SLC1A3 SLC1A4 SLC1A6 SLC26A7 SLC7A10 SLCO2B1 SLIT2 SLITRK1 SMAD5 SNX20 SOCS1 SOX17 SOX7 SPARCL1 SPATS2L SPON2 SREBF1 SRGAP1 ST3GAL2 ST3GAL4 STARD9 STK3 STXBP6 SUFU SULF1 SYNPO2 SYT13 TCERG1L TCF4 TENT5A TGFB1I1 TGFB3 TGFBI TGFBR2 THBS1 TIAM2 TMEM132C TMEM132E TMEM213 TRIL TRPC6 TRPM5 TSIX TSN TSPAN18 TSPAN2 TSPYL5 TTYH3 TYROBP UBASH3B VSIR WASF1 WFDC2 WFIKKN2 WNT7A XIST ZEB1 ZFP36L1 ZMAT4 ZNF521 ZNF536 ZNF704 ZSWIM6 SCHAEFFER_PROSTATE_DEVELOPMENT_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_48HR_UP ABCA5 ABCC4 ABHD12 ACAA2 ACKR3 ACOT1 ACSL4 ACSM3 ACSS1 ADAM28 ADAMDEC1 ADAMTS16 ADAMTSL2 ADARB2 ADGRB1 ADGRG1 ADGRG2 ADH1C AFF1 AFM AGR2 AGTR1 AHCYL2 AIF1L ALDH1A1 ALDH1A2 ALDH1A3 ALDH3B2 ALDH6A1 ALOX12 ANKRD1 ANO1 ANXA1 ANXA3 ANXA9 AOC1 APOL2 AQP3 ARC ARHGAP20 ARHGEF16 ARHGEF26 ARHGEF5 ASB13 ASPN ATP1A1 ATP2C2 ATP8A2 B3GNT8 BATF3 BBS9 BCL2 BCL2L1 BDH1 BDH2 BEND4 BHLHA15 BRI3 BSPRY C11orf54 C1orf116 C5orf15 C6orf132 C9orf85 CA14 CALB1 CALCA CALCRL CALM1 CAMK4 CAPN5 CARD19 CCBE1 CCDC198 CD24 CDH1 CDH16 CDH8 CEACAM1 CEBPD CEMIP CFAP20DC CHP1 CITED2 CLCA1 CLDN23 CLDN4 CLIC6 CLU COBLL1 COL24A1 COL4A5 COL4A6 COL6A4P1 COL9A3 COLGALT2 CORO2A CPM CRISPLD2 CROT CRYBG1 CSPG5 CTSO CXCR4 CYP1B1 CYP26A1 CYP2F1 CYP7B1 CYS1 CYSTM1 CYTH3 DCDC2 DCXR DDIT4L DDX3Y DENND2D DHRS3 DIO3 DLG3 DMRTC1 DNASE1L2 DNER DRAM2 DUSP14 DUSP6 DYNLT1 EAF2 ECM1 EDARADD EDN1 EFEMP1 ELF3 ELOVL2 EMB EMC4 EMP2 ENDOD1 ENTREP2 EPCAM EPHA3 EPHX2 EPPIN ERGIC1 ERMP1 ERP29 ERP44 ERRFI1 ESM1 EVA1C FAM110C FAM149A FAM162B FAM3C FAM83H FDX1 FGF12 FGFR2 FGFR3 FKBP5 FOXA1 FUT9 FXYD3 FXYD4 GABARAPL2 GADD45G GAS6 GATA3 GCLC GDPD1 GDPD2 GGACT GLB1L2 GLP2R GLUL GNG12 GPLD1 GPR155 GPRC5B GPX2 GRP GSDMC GSN GSPT2 HDAC9 HEBP2 HHIP HKDC1 HLA-A HLA-B HLA-E HMGN3 HOPX HOXB13 HOXD8 HPGD HSD17B12 ID1 ID2 ID3 IGFBP2 IGSF5 IL13RA2 IL33 INSL6 IRS4 ISCU ITGB4 ITM2B KCND2 KCNJ16 KCNK1 KCNMB4 KCNN4 KDM5D KIAA0040 KLF15 KLF9 KRT13 KRT15 KRT19 KRT23 KRT7 KRT78 LAMP2 LANCL3 LEPROT LEPROTL1 LLGL2 LMCD1 LMO4 LORICRIN LPAR6 LRATD2 LRRC26 LRRK1 LY6E LY6G6E LYNX1 LYPD2 LYPD6 LYRM4 M6PR MACIR MAF MAFB MANBA MANF MAP3K21 MAP3K5 MAPK13 MASP1 MBOAT1 MBP MDFI MEIG1 MFSD2A MICALL1 MIEN1 MKX MMP7 MPI MPP7 MROH4P MRPS6 MT2A MTHFD2 MYO3B MYOF N6AMT1 NALF1 NAMPT NAPSA NCK2 NFKBIA NIPAL1 NKPD1 NKX3-1 NMRK1 NQO1 NRIP1 NRN1 NSMCE3 NT5E NUDT7 NXF1 OR2AK2 OTULINL PANTR1 PCDH9 PCOLCE2 PDGFC PDGFD PDLIM2 PENK PHLDA3 PHYHD1 PIAS1 PID1 PIGF PKP3 PLA1A PLA2G4A PLAC8 PLCD1 PLCH2 PLET1 PLLP PLS3 PLSCR1 PLXNA2 PNPT1 PPFIBP2 PROM2 PROS1 PRR15 PSAPL1 PSCA PTGES PTGR1 PTN PTPN13 PTS RAB11A RAB15 RAB17 RAB25 RAB3IP RAB5C RALGPS2 RAMP1 RASD1 RASL11B RBBP7 RCSD1 RDH10 RETREG3 RGS2 RIPOR3 RIPPLY3 RNASE4 RNF128 RNF32 RPRM RSPO3 S100A14 SALL3 SAR1B SCNN1A SCT SDHAF2 SDR42E1 SEC11C SELENOF SEMA3B SERINC3 SERTAD4 SFRP2 SGK1 SH3YL1 SHH SIPA1L1 SKAP2 SLC16A7 SLC1A5 SLC25A30 SLC2A12 SLC31A2 SLC36A2 SLC39A8 SLC5A9 SLC9A2 SLCO2A1 SLCO4C1 SLITRK6 SMAGP SMOC1 SMOX SNTA1 SORBS2 SOX9 SP5 SP6 SPINK5 SPINK8 SPINT1 SPRR1A SPTSSA SSR3 ST3GAL1 STAT5A SULT1A1 SULT1E1 SUOX SUSD3 SYNPR TACSTD2 TAPBPL TBPL1 TCF15 TCIM TENM1 TESC TFAP2C TFCP2L1 TINAGL1 TIPARP TLE6 TMC4 TMC7 TMED6 TMEM117 TMEM184A TMEM35B TMEM37 TMEM40 TMEM44 TMEM51 TMEM9B TMPRSS2 TMTC4 TPD52L1 TRHR TRIM2 TRMT9B TRPV4 TRPV6 TSC22D3 TSEN15 TSPAN1 TSPAN12 TSPAN13 TST TTC6 TUFT1 TWF2 UBQLN2 UPK2 USP2 USP6NL VAMP8 VLDLR VPS37B WIF1 WNK2 WNT4 WNT6 WNT9B XPR1 ZBTB8B ZFYVE21 SCHAEFFER_PROSTATE_DEVELOPMENT_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_6HR_DN AAMP ABHD17C ABLIM1 ADAM17 ADAMDEC1 ADIPOR1 ADNP2 AFF3 AFTPH AGO1 AGO2 AHNAK AKR7A2 AKTIP ALDH1A1 ALDH3B2 ALYREF ANKHD1 ANXA9 APH1A APP APPBP2 ARF3 ARHGAP10 ARHGAP29 ARHGDIA ARHGEF2 ARID4A ARID5B ARPC4 ATAD2B ATP1B1 ATP5ME AUTS2 B4GALT2 BAHCC1 BAZ2B BCKDHA BCL2L1 BCL2L12 BCL7A BCL9 BCLAF1 BLTP2 BMP4 BRD4 BSDC1 BTBD2 BTG1 BZW1 C1orf116 C3orf70 C5orf24 CABLES2 CALD1 CALR CAMK1D CAMK2N1 CANX CASP7 CAT CBX4 CCNI CD2AP CD2BP2 CDC27 CDC37L1 CDK14 CDK2 CDK5RAP2 CEMIP2 CEP170B CHD1 CHD4 CHD9 CHPT1 CIAO2A CLCA1 CLDN7 CLDND1 CLIC4 CLPTM1 CLTC CNN2 CNOT11 CNPY2 COL23A1 CREBBP CRIM1 CSNK1A1 CSPG5 CSRP1 CTBP1 CUTA CXADR CXXC1 CYP2F1 DAGLB DAZAP1 DCTN4 DDX6 DEK DENND2B DERL1 DGCR2 DHRS3 DHX29 DHX36 DIS3 DNAJB11 DNAJC1 DNAJC2 DNLZ DNMT1 DNMT3A DOLPP1 DPYSL2 DUSP7 DYNC2I1 DYNLL2 DZIP1 ECD EIF3J EIF4A1 EIF4B ELAVL1 ELOVL5 EMC1 ENPEP EPCAM EPHA7 ERGIC1 ETS1 FAM171A2 FAT4 FGFR1OP2 FKBP4 FLNC FOXN3 FRAS1 FRYL FSCN1 FURIN GADD45G GATA2 GATA3 GBF1 GCC2 GIGYF2 GIPC1 GLMP GNAI2 GOLGA4 GOLIM4 GOLPH3 GON4L GPC1 GPD2 GRIA4 GRN GSG1L GSPT1 GSR GTF2H3 GYPC H1-2 H1-4 H1-5 H2AC18 H2AC4 H2AJ H3-5 H4C15 H4C2 H4C3 H4C9 HCFC1R1 HDAC4 HGS HMG20B HMGCR HNRNPA0 HNRNPC HNRNPU HOXA13 HOXD13 HSD17B7 HSP90B1 HSPA8 ID1 ID2 ID3 IER3IP1 IER5L ILF3 ING4 INHBA IRF2BP2 ITGB1 ITGB5 KANSL1 KBTBD2 KCNK1 KDELR2 KDM3B KDM5D KDM6B KHDRBS3 KIF2A KLF3 KLHDC10 KMT2C KRAS KRT19 KRT8 L3HYPDH L3MBTL3 LACTB LDB2 LEF1 LEPROTL1 LIMA1 LITAF LPP LRATD2 LRP1 LSP1 LY6H LZTS2 MACO1 MAGED1 MANF MAP7D1 MARCHF7 MBOAT2 MDFI ME2 MED25 METTL3 MGAT1 MGST3 MIA2 MICU2 MLLT3 MNT MORF4L1 MOV10 MPRIP MYBBP1A MYCL MYDGF MYO1B MYOCD NAA30 NASP NAT14 NAV1 NCOA6 NCOR1 NDUFA4 NECTIN1 NEDD4 NEK7 NFIA NFIX NFYA NLGN3 NOC2L NOL8 NOLC1 NOTCH1 NR4A2 NREP NRIP1 NUCKS1 NUDT3 NUFIP2 OARD1 ORAI3 OXCT1 PABPC4L PABPN1 PALLD PARVA PCDH18 PCNX3 PDE3A PDIA4 PDZD2 PDZD8 PEX5 PFDN2 PFN1 PHB1 PHETA1 PHF13 PHF6 PHKG2 PHLDB2 PIKFYVE PKM PKP4 PLAGL2 PLCXD3 PLET1 PLIN3 POFUT1 POLDIP3 PPHLN1 PPIL1 PPP1CA PPP1R37 PPP2R5E PPP4C PPP4R3A PRKCSH PRR13 PRRC2C PRRX1 PSAP PSMB2 PSMC4 PSMD12 PSMD2 PTGES3 PTGFRN PTGR1 PTK7 PTMS PTOV1 PTPN11 PTPRD PTPRJ PUM1 QRICH1 RAB12 RAD23A RANGAP1 RBFOX2 RBM27 RBMS3 RC3H2 RCOR1 REST RFWD3 RFX7 RHOB RND3 RNF111 RNF122 RPS19 RRP1 RSRC1 RWDD4 S1PR3 SAMD5 SAP30 SART1 SCAND1 SDF2L1 SENP2 SENP3 SEPTIN10 SEPTIN7 SEPTIN9 SERF2 SERTAD2 SERTAD3 SET SF3B2 SFPQ SHKBP1 SHTN1 SIN3B SINHCAF SIPA1L2 SKI SKP1 SLC38A10 SLC39A10 SLC8A1 SMARCA2 SMG6 SMOC2 SMTNL2 SND1 SNRNP70 SNRPD3 SNRPF SNW1 SOX9 SP6 SPPL3 SPR SPRR1A SPTBN1 SRSF9 SSH1 ST13 STK25 STRN3 SYMPK SYT13 TAF1 TAOK1 TASOR TAX1BP1 TBC1D10A TBC1D16 TBC1D17 TCF20 TCF3 TET2 TFDP1 THRAP3 TIAM1 TIMM17B TIMP2 TJP2 TLK1 TM9SF1 TMBIM4 TMED2 TMEM132A TNKS1BP1 TNRC6A TNRC6B TOB2 TP53 TPM3 TRIM17 TRIM8 TRIOBP TTC9C TXLNA UBAP2L UBE2I UBFD1 UBR2 UHRF1 UPK2 UPK3A UQCC2 UXS1 VANGL2 VAPA VPS36 VPS54 WAC WASF2 WNK1 WNT6 WWC1 YWHAE ZBTB11 ZBTB14 ZC3H13 ZFHX3 ZHX1 ZMYND8 ZNF274 ZNF410 ZNF462 ZNF644 ZNF664 ZNF704 ZNF708 SCHAEFFER_PROSTATE_DEVELOPMENT_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_6HR_UP ACAT1 ACYP2 ADAMTS2 AGBL3 AGL ALDH9A1 AMY2A AOC3 ARL13B ARRB2 ASPN ATP6AP2 ATRNL1 B2M B3GALNT1 C1GALT1C1 C5orf34 C8orf34 CALCA CASP12 CASP4 CAST CAV1 CAVIN2 CCDC126 CCDC32 CD300C CFTR CLEC14A CNIH1 COLEC12 CPA3 CPT1A CSTA CTSO CXCL13 DEPDC1 DIXDC1 DOCK11 DVL1 EBAG9 EGFR EIF2AK2 EIF2S2 FABP4 FAM177A1 FAP FGF18 FGFBP3 FLVCR1 FNDC1 GBE1 GCLC GFPT1 GIMAP5 GIN1 GPR182 HDC HNRNPDL HNRNPLL HPRT1 IARS1 IFRD1 KLF9 KTN1 LEMD3 LHX6 LRRC17 LRRC75B LY96 MARCHF5 MBD1 MED21 MMRN1 MPC1 MS4A6A MTERF2 MYO1C NAB1 NCL NDFIP2 NMB NT5C3A NTAN1 NUP58 ODF2L OGN ORC6 P4HA2 PAIP1 PDCD10 PFAS PIAS2 PIK3R3 PLEKHS1 PLGRKT PRKCB PRKD3 PSMC6 PTEN PTGDR2 PTGS1 PTPRB QPCT RAMAC RHOJ RIC8A RNF11 RNF130 RPS6KB1 SBDS SCYL3 SDCBP SEMA3G SERINC3 SESN1 SFXN3 SGCE SLC16A3 SLC1A3 SLC25A12 SLC26A11 SLC35A5 SLC35B3 SLC38A9 SLC7A3 SMG7 SMPDL3A SMURF2 SP110 SPARCL1 SPINK2 SPOPL SPPL2A SPRYD7 SSR1 SYNCRIP SYNPR TAC1 TBC1D8B TEX30 TIPIN TLE1 TMEM126A TMEM35A TRAPPC2B TREM2 TULP4 TYROBP UBE2V2 UBQLN2 USP16 VEGFD VIP VWA5A ZNF185 ZNF318 ZNF559-ZNF177 ZNF625 ZNF639 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX1_DN AFF3 B2M CALR CAVIN2 CLDND1 SART1 SERINC3 SNRNP70 SYT13 ZMYND8 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX1_UP BSDC1 CHD4 EIF2AK2 HADH HMGCR KDM3B NFIX PRPF40A PSMC6 PTGR1 SIN3B SMARCA2 TLE1 ZNF664 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX2_DN CAST FAP PTGR1 SOX9 TLE1 TRIM8 YWHAE SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX2_UP CALR CSNK1A1 FBLN1 LDB2 NREP SPARCL1 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX3 CDC27 IGF1R PDIA4 SOX9 ZNF22 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX4_DN BCLAF1 CANX CDC37L1 CHD9 CSNK1A1 CTSO EIF2AK2 EIF3A ELOVL5 GCC2 HNRNPC IER2 IER3IP1 LRPAP1 MANF MYO1B NFIA NRIP1 PPHLN1 PRPF40A PSMC6 REST SFPQ SMARCA2 SRSF9 SSR1 SYMPK TMED2 TNRC6B TOB2 VPS36 ZNF462 ZNF664 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX4_UP CAVIN2 FABP4 IRF2BP2 KLHDC10 KRT19 NAV1 NCOA6 PRKCB SIN3B WAC ZMYND8 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX5_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX5_DN CAST LGALS3 MED4 SOX9 TLE1 TMEM45A TSPAN8 TUBB4A SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX5_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX5_UP ACER3 ALDH1A1 ASPN EHBP1 EMCN NREP PELI2 PID1 PLPP3 SFRP1 SVIL SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX6_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX6_DN AGTR1 ID4 PTGR1 SCNN1A SOX9 SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX6_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_PROSTATE_DEVELOPMENT_AND_CANCER_BOX6_UP ALDH1A1 ASPN DAB2 FBLN1 LDB2 PAPPA SPARCL1 SCHAEFFER_SOX9_TARGETS_IN_PROSTATE_DEVELOPMENT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_SOX9_TARGETS_IN_PROSTATE_DEVELOPMENT_DN ANKRD11 BASP1 CDC27 CDCA7 CDK2 COLEC10 CRMP1 DAB2IP DDX6 EIF3A ELAVL1 ELAVL4 ETS1 FBLN5 HMGB1 HOXA10 IGF1 INHBA KLF3 MEIS1 MYCL NASP NAV1 NFIX NUDT3 OLFM1 PCDH18 PHF6 PUM1 RASSF2 RBFOX2 RRM2 SFRP1 SLIT2 SLITRK1 SMARCA5 SOX4 SPTBN1 STMN1 SYT4 TCF4 TIAM1 TRIM8 YWHAZ ZNF521 SCHAEFFER_SOX9_TARGETS_IN_PROSTATE_DEVELOPMENT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAEFFER_SOX9_TARGETS_IN_PROSTATE_DEVELOPMENT_UP BCL2L1 DUSP6 EDN1 FGF10 FGFR2 FGFR3 FOXA1 FST HMGN3 HOXA10 HOXB9 LHX6 MAOB MBP PNOC RDH10 SLC39A8 TLE1 TRIM2 TRMT9B VLDLR SCHAVOLT_TARGETS_OF_TP53_AND_TP63 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHAVOLT_TARGETS_OF_TP53_AND_TP63 BAX CASP1 CDKN1A EPHA2 FAS FDXR MDM2 PCNA PIDD1 PMAIP1 PODXL RRM2B SFN TP53I3 VCAN SCHEIDEREIT_IKK_INTERACTING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHEIDEREIT_IKK_INTERACTING_PROTEINS ARRB1 ATM BCL10 CARD10 CARD11 CASP8 CCND1 CDC37 CREBBP CSN3 CTNNB1 CYLD DOK1 E2F1 EIF2AK2 EPAS1 ERC1 ESR1 FANCA FKBP5 FOXO3 HSP90AA1 HSPB2 HTT IRF7 IRS1 MAP3K14 MAP3K3 MAP3K7 MAP3K8 MAP4K1 MAVS NCOA3 NLRP2 NOTCH3 PDK1 PRKCI RELA RIPK1 RPS6KA1 SCNN1B STAP2 TANK TFG TNFAIP3 TRAF1 TRAF2 TRAF3IP2 TRAPPC9 TRIM27 UBB VAV1 ZFAND5 SCHEIDEREIT_IKK_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHEIDEREIT_IKK_TARGETS BCL10 CCND1 CTNNB1 CYLD DOK1 ESR1 FOXO3 H3C15 IRS1 NCOA3 NCOR2 NFKB1 NFKB2 NFKBIA NFKBIB NFKBID RELA YWHAB SCHLESINGER_H3K27ME3_IN_NORMAL_AND_METHYLATED_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLESINGER_H3K27ME3_IN_NORMAL_AND_METHYLATED_IN_CANCER AMPH AQP5 COL1A1 CRHR2 DES FAM110A GAD2 GDF10 GJD2 GNAL GPR6 GRIA4 GRM6 GRM7 HBA2 HOXA9 HOXD12 HS3ST2 HTR1A KCNA1 MYT1 NEUROG3 PCDHAC1 PCDHGB5 POU4F3 SFRP4 SOCS1 TRHDE SCHLESINGER_METHYLATED_DE_NOVO_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLESINGER_METHYLATED_DE_NOVO_IN_CANCER ALX3 AMN APBA1 ASIC2 BCL2 CACNA1G CALCA CCNA1 CD44 CDH13 CDH4 CDKN2C CDX2 CEBPD CHRDL1 CRIP1 CXCL12 CYP27B1 DCC DLC1 DSC3 DUSP6 EGR3 EPHX3 ETFA EVA1C FBN1 FEZ1 FOXA2 FOXE1 GADD45G GATA4 GATA5 GJB2 GNAS GPC3 HBA1 HIC1 HOXB13 HRK JUN KCNQ1 KISS1R KLF4 KLHL35 LAMA3 LGALS3 MT1A MT3 MYOD1 NDRG1 NKX2-8 NKX3-1 NPTX1 NR2F2 NTRK2 PAX5 PAX6 PAX7 PCDH11X PGR PMP22 POU3F1 PPP1R13B PRKG1 PTHLH PXMP2 PYCARD RARA RASSF5 RBP4 RBP7 RIPK3 SFRP1 SFRP5 SLIT1 TBX1 TBX3 TCEAL1 TFAP2C THBD TNFRSF25 TNFSF9 TP73 VDR WT1 WT1-AS ZACN SCHLESINGER_METHYLATED_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLESINGER_METHYLATED_IN_COLON_CANCER CDX2 DKK1 HHIP IHH MGMT PCDH10 SFRP1 SFRP2 SFRP5 WIF1 SCHLINGEMANN_SKIN_CARCINOGENESIS_TPA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLINGEMANN_SKIN_CARCINOGENESIS_TPA_DN ACSBG1 AEBP1 ANKRD17 APOC1 CCDC28B CCL21 CCL27 CD247 COL1A1 COL1A2 DEAF1 DOC2GP ENO3 GMPR GPT GRN HOXA7 ITM2B MXRA8 PLEKHA5 RSRP1 SH3GLB2 TCAP THRSP TMEM255A ZBTB17 SCHLINGEMANN_SKIN_CARCINOGENESIS_TPA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLINGEMANN_SKIN_CARCINOGENESIS_TPA_UP ADAR ANXA6 BPIFA1 CREB3 CRNKL1 CTSV EDF1 FBXL9P FBXW12 GCH1 H2AL3 HSF1 JUNB KBTBD11 KRT88P LSM8 MAT2A MT1A MT2A NABP1 NME1 ODC1 PDPN PLBD1 PTBP1 RALGDS RBM6 RORB RRAD S100A8 S100A9 SCGB1A1 SELENOS SLPI SPRR1A SRM STK35 TMCO5A TNFRSF18 TRNT1 SCHLOSSER_MYC_AND_SERUM_RESPONSE_SYNERGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_MYC_AND_SERUM_RESPONSE_SYNERGY ARFIP2 ARMC6 CCDC85B COG2 DDX28 EIF4A1 EOLA1 FARSA FPGS FRAT2 KHSRP LARP1 LIMK2 METAP2 MRPL12 MRPS12 MTA1 NCLN NDUFS5 NME4 POLR2I PYCR1 RNF126 SCAMP3 SEPTIN11 SGTA SMG7 SNRPA SRM TAGLN2 TMEM183A TOMM40 ZNF22 SCHLOSSER_MYC_TARGETS_AND_SERUM_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_MYC_TARGETS_AND_SERUM_RESPONSE_DN ADCY3 AKAP1 AMD1 BAG2 BYSL CEBPZ CSE1L CUL1 DDX21 DKC1 EBNA1BP2 EIF1AX EXOSC7 FABP5 FBL FTSJ1 HDGF HSPA9 IRAK1 LDHA MRPL19 MXI1 MYC NCL NOP14 ODC1 PA2G4 PAICS PDIA5 PMM2 PPAT PRDX4 PRNP RAN RPIA RPP40 RRS1 RSL1D1 SRPK1 SRRM2 SYNCRIP TFDP1 THAP12 TIMM17A TRIM14 UCHL3 URI1 UTP18 SCHLOSSER_MYC_TARGETS_AND_SERUM_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_MYC_TARGETS_AND_SERUM_RESPONSE_UP AMD1 ATP1B3 ATP2A2 ATXN10 BAG1 CAMKK2 CCDC86 CEP68 COMT DDB1 EIF1AX EIF5B FAM216A FXN GEMIN4 GRPEL1 GSPT1 ILF3 INTS10 LMNB2 LSM7 METAP1 MYC NME1 NOP2 ODC1 POLR1F PPRC1 PRMT1 PRR3 PTDSS1 RCN1 SCAMP1 SLC1A5 SLC39A14 SLC7A5 SNRPB SRP72 SRSF2 THOP1 TMED3 TSR1 UCK2 USP13 VDAC1 ZNF263 ZNRD2 ZPR1 SCHLOSSER_MYC_TARGETS_REPRESSED_BY_SERUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_MYC_TARGETS_REPRESSED_BY_SERUM AASDHPPT ACP1 ACTL6A ACVR1B ADSS2 AFG3L2 ALG8 ALX1 ANP32B API5 APP ATP13A3 ATP5F1C ATXN10 AUH BLMH BTF3 BUB3 CBX3 CCT2 CCT5 CCT8 CEBPB CHERP CNBP COPS2 COX11 CSNK1E CYCS CYP2A13 DARS1 DCTD DCUN1D4 DDX1 DDX10 DDX19A DEAF1 DHX9 DIMT1 DNAJC2 EEF1E1 EI24 EIF2S1 EIF3A EIF4A3 EIF4E EMC2 EPRS1 ETF1 EXOSC8 FAM120A FASTKD2 FBXO21 FBXO9 FH G3BP2 GARS1 GLOD4 GNL2 HDAC2 HIRA HK2 HNRNPA1 HPRT1 HSPD1 HSPE1 IARS1 IARS2 IDH3A IPO5 ISCA1 ITPA KDSR KPNA2 LDHB LYPLA1 MACIR MACROH2A1 MAD2L1 MIA2 MNT MRPL3 MTHFD2 NAE1 NDUFB6 NGDN NOLC1 NOP16 NR2F2 NUFIP1 NUP153 NUP210 NUP58 NUP93 NUP98 OAT OTUD4 PDIA6 PFDN4 PGAM1 PMPCB PNO1 POLE3 PRMT3 PRPS1 PSMD14 PSMG1 PTGES3 PUM3 PWP1 RABGGTB RAN RANBP1 RLIG1 RMND5A RNF114 SARS1 SEC13 SERBP1 SERHL SERP1 SLC16A1 SLC25A17 SLC39A6 SLC3A2 SMARCC1 SMN1 SNRPF SRSF1 SRSF8 SSB SSBP1 TARS1 TCERG1 TFAM TFAP4 TGDS THAP9-AS1 TIAL1 TMX1 TOMM20 TOMM70 TRIAP1 TXN U2AF1 UBA2 UBE2G1 UBE2K UBE2N USP10 WRN XPOT YARS1 YBX3 YY1 ZBTB11 ZC3H14 ZC3H15 ZMPSTE24 ZNF330 ZZZ3 SCHLOSSER_SERUM_RESPONSE_AUGMENTED_BY_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_SERUM_RESPONSE_AUGMENTED_BY_MYC ABLIM1 ADA AHCYL1 AIP ARHGDIA AURKB BBLN BCR BDKRB2 BRD3 CABIN1 CASR CCNF CLPTM1 CSNK2A1 CSNK2B CTRL CUL5 CYC1 DNPH1 EEF1A2 EIF4A1 ERCC1 ERP44 GLS2 GUK1 HDGF HGS IDH3B IGFBP2 JAK3 JTB KAT5 KCNAB2 KCNH2 KDM5C KXD1 LCK LPCAT1 LSM12 MAP4 MASP2 MAST1 MAU2 MAZ MED24 MED6 MLF2 MPHOSPH9 MRPL58 MTF1 NCOR2 NDUFV1 NFATC2IP NKTR NPIPA1 NUP50 NUP62 OGFR OSM OTUB1 P4HB PDAP1 PKD1 PKM POMK PPP2R1A PPP5C PRPF19 PSMD11 PURA RAD23A RAD54L2 RALA RBM42 RER1 RGL1 RGP1 RNF8 RNH1 SF3A2 SLC2A5 SORL1 STK11 SUPT5H SUPT6H SYMPK SYNGR2 TAF6L TCF25 TFF2 TMED9 TMEM109 TP53 UBE2M UBE2S UBTF UQCR11 UQCRQ YWHAE ZBED1 ZFP36L2 ZFTRAF1 ZKSCAN8 ZNF148 ZNF593 SCHLOSSER_SERUM_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_SERUM_RESPONSE_DN ABAT ABCB10 ABCF2 ABHD3 ABI1 ABL1 ACADM ACSL4 ACTR2 ACYP2 ADAM10 ADAM17 ADAM19 ADARB1 ADCY1 ADCY8 ADD3 ADH5 ADH6 ADK AIMP1 AKAP12 ANAPC10 ANKRD28 ANP32A ANP32E ANXA2P1 ANXA7 AP3D1 APAF1 ARAP2 ARCN1 ARFGEF1 ARID4A ARIH1 ARSL ASMTL ASNS ASPHD1 ASS1 ATAD2B ATF2 ATF4 ATN1 ATP11B ATP2A2 ATP5MF ATP5MJ ATP5PF ATP6AP2 ATP6V1C1 ATP6V1G1 ATP8A1 ATRNL1 AZIN1 BACH1 BAZ2A BBIP1 BCAM BCL7A BCLAF1 BECN1 BET1 BLNK BMI1 BTF3P11 BZW1 C1D C5orf15 C6orf120 CACYBP CALM2 CALM3 CANX CAPZA1 CASP1 CAST CAT CBR4 CBX1 CBX3 CCDC69 CCK CCNG2 CCNH CD164 CD2AP CD55 CD9 CDC123 CDC40 CDC7 CDH8 CDK18 CDK2AP1 CDK7 CEP68 CGRRF1 CHMP2B CHUK CIB2 CIR1 CLASP2 CLDN18 CLEC4M CLIC4 CLINT1 CLIP1 CLP1 CMTR1 COBL COIL COL21A1 COL4A2 COPB1 COPS5 COPS8 COQ2 COX6C COX7A2 COX7A2L COX7B CPNE3 CREBBP CREG1 CRIM1 CRY1 CRYBG1 CSH1 CTH CUL4A CXCL1 CYB5B CYP27A1 DAP3 DCK DCLRE1A DCTN6 DDX46 DDX5 DECR1 DHRS12 DHRS7 DHX9 DIAPH2 DIS3 DLD DLEC1 DLEU2 DMXL1 DMXL2 DNAJB12 DOCK2 DOP1B DSG1 DSTN DUSP11 DYNLT3 DYRK1A DYRK3 E2F2 E2F5 ECH1 EDEM1 EED EEF1B2 EFS EID1 EIF1 EIF2AK2 EIF2S2 EIF2S3 EIF3H EIF3M EIF4G3 EIF4H EIF5 ELMO1 ELOC ELOVL5 EOLA1 EP300 EPB42 EPHA5 EPS15 ERH ETS2 EVI2A EVI5 EXO1 EXT2 FAM3C FAM76A FAM8A1 FANCC FASLG FBLN1 FBXW11 FCGR2A FCN3 FDFT1 FGFR2 FMR1 FTO FUBP3 GABARAPL2 GALNT1 GAPDHS GAS7 GCH1 GLMN GLO1 GLRX GLUL GMFB GMFG GNE GNG10 GOLGA4 GOSR1 GPM6A GPN1 GRB14 GSDME GTF2A2 GTF2B GTF2E2 H2AZ1 H2AZ2 HACD2 HAT1 HCRTR1 HEXB HGF HIBCH HIPK1 HLTF HMCES HMGCR HMGN1 HMGN3 HMGN4 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPH2 HNRNPR HPCA HPS5 HS2ST1 HSPA13 HSPA4 HSPA5 ICAM2 IDI1 IFI16 IFIT5 IFT25 IGBP1 IGF2 IGFBP5 IGHV5-78 IGKC IK IL6ST IL7 INSIG1 INSR IRF4 ISG20L2 ITGB3BP ITIH1 ITSN2 JAG1 JCHAIN KALRN KCNAB1 KDM4A KIDINS220 KIFAP3 KIN KLF4 KLHL23 KMO KNOP1 KRIT1 KRT12 KRT19 KTN1 LAMC1 LAMP2 LAMTOR5 LANCL1 LARP7 LDLR LDLRAD4 LEF1 LEPROTL1 LILRB4 LINC00342 LPGAT1 LRIG1 LRP1 LRRC14 LSM14A LSM6 LY75 LY96 LYSET LYZ MAGEA2 MAGOH MANBA MAP1LC3B MAP2K4 MAP3K5 MARCHF7 MBD2 MBD4 MBNL1 MCFD2 MDH1 MED25 MED6 MEF2A MEGF8 MEGF9 MGAT2 MICB MICU2 MINPP1 MMD MMP7 MNAT1 MNDA MORC3 MPPE1 MRFAP1L1 MRPL33 MRPS27 MSH2 MSH6 MSMO1 MT1G MTDH MTMR1 MTMR9 MYCBP2 MYD88 MYH6 MYL12A MYL3 MYOF NAGPA NAP1L1 NBN NCBP2 NCKAP1L NCOA2 NDC80 NDST1 NDUFA2 NDUFA5 NDUFS4 NECTIN3 NEK7 NEMP1 NF2 NFE2 NFE2L2 NFYB NHLH1 NIPA2 NIPSNAP2 NMI NMT1 NOS1 NPTN NRGN NSA2 NSL1 NT5C2 NUP160 NXT2 OAS1 OAS2 OGT OR2H2 OVOL3 PAFAH1B1 PAIP1 PAK2 PARG PCDH11X PCMT1 PDCD10 PDCD6 PDE8A PDK4 PDS5B PDZK1 PEX19 PEX2 PGD PGGT1B PGK1 PHF2 PHF3 PHGDH PHLPP1 PIBF1 PIK3C2B PIK3CD PIK3R3 PIKFYVE PIM2 PJA2 PKP4 PLA2G4A PLAG1 PLCL2 PLXNC1 PMAIP1 PMP2 POLR2B POLR2J POU2AF1 PPFIA1 PPIG PPIP5K2 PPM1A PPM1B PPP1R12A PPP1R2 PPP1R8 PPP3CA PPP3CC PPP6C PPWD1 PRDX1 PRDX3 PRIM2 PRKACB PRKAR1A PRKAR2B PRKY PRPF18 PRPH PRPSAP2 PRRC2C PSD3 PSIP1 PSMA1 PSMA3 PSMA4 PSMA5 PSMC6 PSMD1 PSMD10 PSMD12 PSMD6 PSMD7 PSME2 PTGDS PTMA PTP4A1 PTP4A2 PTPN11 PTPN13 PTPRC PTPRG PTPRK PURA QPCT R3HDM1 RAB1A RAB21 RAB5A RABGAP1L RABIF RAD17 RAD21 RAD23B RAD52 RALBP1 RAP1A RAP1B RARRES1 RASGRP1 RB1 RB1CC1 RBBP4 RBL2 RBM34 RBPMS RCBTB2 RCHY1 RCN2 REV3L RFK RGS4 RIOK3 RNF11 RNF144A RNF24 RNF6 RP2 RPL29P17 RPN2 RSAD2 RSRP1 RSU1 RTCB RTN4 RUNDC3B RUNX2 RWDD3 RYBP RYK SACM1L SAT1 SC5D SCML1 SCP2 SDCBP SDHD SEC11A SEC13 SEC23A SEC24A SEC24B SEC24D SEC61B SEC61G SEC62 SEC63 SECISBP2L SEL1L3 SELENOF SEM1 SEPTIN6 SERINC1 SERINC3 SERINC5 SERPINI2 SERTAD2 SET SF3B1 SGCE SH3GLB1 SIRPA SKP1 SLC16A4 SLC25A3 SLC25A5 SLC30A9 SLC35A1 SLC35B1 SLC35E2B SLC39A8 SLIT3 SLK SMAD1 SMARCA5 SMARCE1 SMC5 SMG1P5 SMNDC1 SNAPC1 SNAPC5 SNRK SNRNP200 SNRPB2 SNRPE SNRPG SNX2 SOCS6 SOS2 SP100 SPTLC1 SPTLC2 SPTSSA SQLE SREK1IP1 SRGAP2 SRP19 SRP54 SRP9 SRPRA SRRM1 SRSF11 SRSF5 SRSF9 SRY SSBP2 SSTR5 SSUH2 STAT1 STK3 STRAP STT3A STX12 STX8 STXBP3 SUB1 SUCLA2 SUMO1 SUMO4 SUN1 SUZ12 SYPL1 TAF5L TAOK3 TASOR TAX1BP1 TBC1D1 TBCA TBCC TBCE TBX6 TCAP TCEA1 TCF12 TCF20 TCF3 TDP2 TDRD7 TERF1 TFAP2A TFE3 TGM2 THRA TMED2 TMED5 TMEM123 TMEM59 TMSB10 TMSB15A TNNI3 TOB1 TOGARAM1 TOMM7 TOP2B TOPBP1 TOR1AIP1 TOR1B TOX4 TP53BP2 TPD52 TPP2 TRA2A TRA2B TRAF3IP3 TRAM1 TRIM9 TSNAX TWF1 TXNDC9 UBA3 UBC UBE2G1 UBE2J1 UBE2L6 UBE3A UBR2 UPF2 UQCRB UQCRC2 USO1 USP33 USPL1 UTP3 VDAC3 VEGFA VLDLR VNN2 VPS26C WARS1 WASHC4 WDR7 WNT7A WT1-AS WTAP XPA XRCC5 YAF2 YME1L1 YTHDC1 YWHAQ YWHAZ ZBTB1 ZBTB18 ZEB2 ZFAND5 ZFX ZFYVE16 ZHX2 ZMYND11 ZNF207 ZNF217 ZNF273 ZNF43 ZPR1P1 ZSCAN12 SCHLOSSER_SERUM_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHLOSSER_SERUM_RESPONSE_UP ACAP1 ACTN4 ADA ALDH3B2 AP1S1 ARHGAP25 ARHGAP35 ARPC4 ATP6V0D1 BCL2 BRCA2 BRD2 BTF3 CACNA1A CAPG CBFA2T3 CCNI CD99 CDK10 CDKL1 CEP350 CHD8 CNOT3 CRABP2 CRHR2 CSK CSNK1G2 CYBA DCAF7 DEPDC5 EGR1 ELL2 ERCC2 FGFR1 FLNA GAB1 GNAT2 GNB2 GPSM3 GRAMD1B HLA-DRB6 HOXC5 HTT ICAM3 IFNA16 IFNA4 IGHA1 IL2RG INSL3 IRF1 ITGAD JUND KCNB1 KDM4B KIF3B KIFC1 KLF12 KMT2B L3MBTL1 LTB MAP3K11 MAP3K7 MAP4K4 MAPT MXD4 MYO9B N4BP2L2 NHERF1 NKX2-5 NME3 NR2F6 OCEL1 ORAI2 PCOLCE PCYT1A PDE4C PDPK1 PI4KB PIGQ PITPNM1 PLEKHM2 POU2F2 PPP1R11 PPP4C PTK2B PTPN1 PTPRS RAB5C RAD51D RALY RAMP2 REEP1 RELA RHOG RPRD2 S100A11 S1PR4 SCAP SCN3B SELENOW SFTPC SIPA1 SMAD9 SNX1 SPTAN1 ST3GAL1 STAT3 STAT6 STX16 STXBP2 TAPBP TNNI1 TNRC6B TRANK1 TYK2 UBA1 UGT1A10 UPK1A USP4 WIPF2 WNT7A YJU2 ZBTB7A ZFY ZNF91 ZSCAN9 SCHMAHL_PDGF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHMAHL_PDGF_SIGNALING ARID5B CSRNP1 MYO1E PLEKHA1 SCHIP1 SGPL1 TIPARP TXNIP ZFAND5 ZNF28 SCHMIDT_POR_TARGETS_IN_LIMB_BUD_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHMIDT_POR_TARGETS_IN_LIMB_BUD_DN ABCA1 ALDH1A2 CHMP4C CHRNA5 CPA3 IFITM1 MSX2 NAIP SCHMIDT_POR_TARGETS_IN_LIMB_BUD_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHMIDT_POR_TARGETS_IN_LIMB_BUD_UP AASDH ACAT2 ACLY CYP26A1 CYP51A1 DHCR7 ELOVL6 FDFT1 FDPS FGL1 FOXC1 HMGCS1 IDI1 INSIG1 LDLR LSS MSMO1 MVD MVK NSDHL SC5D SCD SQLE SREBF2 STARD4 TM7SF2 ZMAT4 SCHOEN_NFKB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHOEN_NFKB_SIGNALING BCL6 BIRC3 C3 CCL2 CCN1 CCN2 CDKN1B CSF2 CSRNP1 CTSS CXCL2 CXCL8 EDN1 FN1 GADD45B HHEX IGFBP3 IGFBP5 IL1A IL1B JAG1 KLF4 MMP9 NFKBIA NUAK2 PMP22 PTGER4 PTGS2 PTX3 SERPINA3 SULF1 THBS1 TNFRSF9 TPST1 SCHRAETS_MLL_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHRAETS_MLL_TARGETS_DN ACADM ARHGDIB CAP1 CCL15 CD53 CD93 CDKN1B COL6A1 COL6A2 COL6A3 CTSH DFFB ENPP2 FOXC2 GAS1 GATA6 GREM1 HNF1B HOXC8 HSPB8 IL1RN LIMK1 MGLL MGP MVK PITX2 RSPO2 SPRR1A TGFBI THBD THBS2 TPSD1 TWIST2 SCHRAETS_MLL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHRAETS_MLL_TARGETS_UP ACTA2 BTG3 CADM1 CAVIN2 CD34 CTSC CTSZ DCN FAS FHL1 FOS FOXG1 FZD6 GM2A GPC4 HOXA1 HOXD8 IFI16 MLF1 MMP10 MMP11 MSX2 NDN NES PEG3 SERPINE2 SUMO3 TNC TNNT2 TOB1 TOM1L1 TPD52L1 TSPAN7 SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_DN ABAT ABCD3 ABHD11 ACADSB ACTG2 ALDH3B2 AMY1A ANXA9 AREG ARHGAP29 ASNS ATP6V0A4 AUTS2 CADPS2 CD24P2 CD24P4 CEBPD CELSR1 CELSR2 CFD CLDN3 DEFB1 DNAJC12 DSC3 DST DTNA ELAPOR1 EPN3 ERBB3 ERBB4 FAM174B FAM234B GALNT7 GDF15 GPR87 GRAMD1C GRB14 HOOK1 IER5 IL20RA ISOC1 KIAA0040 KRT14 LAMA3 LETM1 LRBA MAGED2 MAST4 MDK MLPH MMP10 MRPS30 MYB MYO6 OPN3 PADI2 PDCD4 PDZK1IP1 PERP PEX7 PLK2 PRKAR2B PROM1 PTPRF RAB11FIP1 RAPGEF5 SCNN1A SERPINA1 SHANK2 SLC19A2 SLC1A4 SLC27A2 SORT1 STC2 TBC1D8 TBX3 TJP3 TM4SF1 TMED5 TP63 TTC39A VAV3 WFS1 ZDHHC11 ZNF750 SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHUETZ_BREAST_CANCER_DUCTAL_INVASIVE_UP ABCC4 ACKR3 ACSL4 ADAM12 ADAM19 ADCY7 ADGRF5 ADGRL4 ADORA3 AEBP1 AHNAK2 AKR1B1 AKT3 ALOX5 ANGPTL2 ANKRD6 ANXA1 APOE ARHGEF40 ARL4C ASPN ATP10D AXL BGN BICC1 C1QA C1QB C1R C1S C1orf54 C3AR1 CALD1 CASP1 CAVIN1 CAVIN3 CCL5 CCN1 CCN2 CCN4 CCND2 CCR1 CD163 CD53 CD55 CD74 CD93 CDH11 CELF2 CEMIP CFH CH25H CILP CLEC11A CLEC2B CLEC4A CLEC7A COL10A1 COL11A1 COL14A1 COL15A1 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL8A2 COLEC12 COMP COPZ2 CPA3 CPQ CPVL CRISPLD2 CSF2RB CTSK CTSS DAB2 DACT1 DCN DNM3 DPY19L1 DPYD DPYSL3 DSE ECM2 EDNRA EFEMP2 ELK3 EML1 EMP1 EMP3 ENPEP ENTPD1 ERG ESM1 ETV1 ETV5 EVI2A EVI2B F2R FAP FAS FBLN2 FBN1 FBN2 FCER1G FCGR1A FCGR2A FCGR3B FERMT2 FGL2 FKBP11 FLI1 FN1 FOXN3 FSTL1 FTL FXYD5 FYN FZD2 GAS1 GBP1 GEM GFPT2 GIMAP4 GIMAP6 GLIPR1 GLRX GLS GPNMB GPR65 GPX7 GREM1 GRK5 HCLS1 HEG1 HEY1 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB4 HLA-DRB6 HMOX1 HPGDS HSD17B11 HSD17B6 HTR2B HTRA1 IFFO1 IFI16 IFI30 IGFBP3 IGFBP7 IGLC2 IL18 IL1R1 INHBA IRAK3 IRF8 ISLR ITGBL1 JAM3 JCAD KCND2 KCNJ2 KCTD12 KDR LAMA4 LAMB1 LAMC1 LAPTM5 LCP2 LDB2 LDLRAD4 LGALS1 LHFPL6 LMCD1 LMO2 LOX LOXL1 LOXL2 LPXN LRRC15 LRRC17 LUM LY96 LYN MAF MAFB MAP1B MAP4K4 MEF2C MEIS2 MERTK MFAP2 MFAP5 MICAL2 MME MMP1 MMP11 MMP13 MMP2 MMP3 MNDA MRC2 MS4A4A MS4A6A MSN MSR1 MXRA5 MXRA7 MXRA8 MYL9 NBL1 NDN NID1 NID2 NNMT NOX4 NREP NRP1 NUAK1 OLFML1 OLFML2B OLFML3 OLR1 P2RY14 PALLD PAM PARVA PDE10A PDGFRA PDGFRB PDLIM2 PECAM1 PKD2 PLAU PLAUR PLCG2 PLN PLS3 PLSCR4 PLXDC1 PLXNC1 PMEPA1 POSTN PPIC PRNP PROS1 PRRX1 PSMB9 PTEN PTPRC PTPRM QKI RARRES2 RASSF2 RCAN2 RCBTB2 RECK RGCC RGS1 RGS2 RGS4 RNASE6 ROBO1 ROR1 S100A4 SAMD4A SAMSN1 SCG5 SDC2 SEC23A SEPTIN11 SEPTIN6 SERPINE2 SERPINF1 SERPING1 SERPINH1 SGCB SGCD SGK1 SHOX2 SKAP2 SLAMF8 SLC16A3 SLC2A3 SLC7A7 SLC9A6 SMAD7 SMCO4 SNAI2 SOBP SPARC SPARCL1 SPHK1 SPOCK1 SPON1 SPON2 SRGN SRPX2 SSPN ST3GAL6 SULF1 TACC1 TCF4 TDO2 TFEC TGFB1I1 TGFBI TGFBR2 TGM2 THBS2 THSD7A THY1 TIMP3 TLE4 TLR7 TM6SF1 TMEFF1 TMEM158 TMEM204 TMEM47 TNFAIP6 TNFSF4 TNS3 TP53I3 TRDC TRIM22 TRPC1 TUBB6 TWIST1 TYROBP VCAN WIPF1 WWTR1 XYLT1 ZEB1 ZEB2 ZFPM2 SCHUHMACHER_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHUHMACHER_MYC_TARGETS_DN ACP5 ARHGAP25 ARPC4 CD72 CFP ID2 IFI35 ILK SCHUHMACHER_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHUHMACHER_MYC_TARGETS_UP ABCE1 ACSL1 AHCY AIMP2 AK4 AKAP1 ATP1B3 AUH BOP1 CAD CDK4 CEBPZ CTPS1 CTSC CYCS CYP51A1 DANCR DCUN1D4 DDX10 DDX21 DHODH EBNA1BP2 EXOSC2 EXOSC7 FABP5 FASN FKBP4 FXN GCSH GPD1L GRSF1 HSPE1 IARS1 IMPDH2 LDHA LRP8 MEST MGST1 MRPL3 MTHFD1 MXI1 MYC NAMPT NEFH NME1 NOLC1 ODC1 PAICS PEBP1 PNO1 POLD2 POLR2H PPAT PRDX4 PRPS2 PUM3 PYCR1 RABEPK RANBP1 RCC1 RPIA RRP1B RRS1 SLC16A1 SLC20A1 SLC39A14 SLC39A6 SORD SRM SRPK1 TARBP1 TBL3 TFRC TMEM97 TRAP1 UCHL3 UCK2 VARS1 VRK1 ZNF239 SCHWAB_TARGETS_OF_BMYB_POLYMORPHIC_VARIANTS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHWAB_TARGETS_OF_BMYB_POLYMORPHIC_VARIANTS_DN BCL3 CAMK2B CDC14A CDK13 CUL9 ELF3 EVI5 GULP1 HDAC6 HOXB5 NEK3 NR3C2 PAFAH1B1 RASSF2 TAF7L VEGFC SCHWAB_TARGETS_OF_BMYB_POLYMORPHIC_VARIANTS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCHWAB_TARGETS_OF_BMYB_POLYMORPHIC_VARIANTS_UP ACVR1B CCND1 CDC25A CDKN2C CENPF CUL4B CUX2 HIF3A ING1 MDM2 NFATC3 RHOT2 RXRA SCIAN_CELL_CYCLE_TARGETS_OF_TP53_AND_TP73_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIAN_CELL_CYCLE_TARGETS_OF_TP53_AND_TP73_DN AURKA CCNA2 CCNB1 CCNF CDC20 CDC25B CDC25C CDK2 CDKN3 CKS2 DTYMK G0S2 GTSE1 KIF22 KIF23 MAPRE2 MCM6 MCM7 MYC RAN TPX2 UBE2C SCIAN_CELL_CYCLE_TARGETS_OF_TP53_AND_TP73_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIAN_CELL_CYCLE_TARGETS_OF_TP53_AND_TP73_UP CDKN1A GAS2L1 HRAS JAG2 LTBP2 NEDD9 SEPTIN9 SFN TP53 SCIAN_INVERSED_TARGETS_OF_TP53_AND_TP73_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIAN_INVERSED_TARGETS_OF_TP53_AND_TP73_DN ACTN1 ARF6 ATF3 ATP2B4 BAIAP2 BASP1 BHLHE40 BTG1 CELF1 DDX17 DNAJB6 EIF1 ETF1 GNB1 HBD HNRNPA3 IFNGR2 KLF9 MAEA MORF4L2 NFKB2 PLS3 PREP RELA RELB SLC7A5 TNK2 TRAF1 TRIOBP YWHAQ SCIAN_INVERSED_TARGETS_OF_TP53_AND_TP73_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIAN_INVERSED_TARGETS_OF_TP53_AND_TP73_UP ASB4 FTL GPR3 H3C11 MMP17 PCNA PEPD RHCE SLC28A2 ST3GAL4 TP53 SCIBETTA_KDM5B_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIBETTA_KDM5B_TARGETS_DN AP4S1 ARL6IP5 ASF1A AURKA BRCA1 BUB1B BUB3 CAV1 CCNB1 CDCA3 CDK1 CYB5A DHCR24 DLGAP5 DPY19L1 ECT2 EIF5B EPB41L1 FABP5 FBXO5 FHL1 FJX1 GAL GCA HACD1 HMMR HSD17B8 IGFBP2 INSIG1 IPP ISG15 ITGB1BP1 IVNS1ABP JADE2 KDM5B KIF2C LGALS3BP LIMCH1 LRCH4 MT1F MT1H MT1X NCAPH NDC80 NEDD9 NMB NOL3 OIP5 PBK PDE3B PHF20 PIR PLS3 PPOX PRPS1 PSD3 PSIP1 PSME3 RAB3GAP2 RECQL REEP1 SCNN1A SERINC5 SKP2 SMARCA2 SMC5 SNRPD1 SNRPG SOX9 SPTSSA SS18 STRN SWAP70 TMEM14A TNFSF13 TOP2A TTK TUBB UBR7 SCIBETTA_KDM5B_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SCIBETTA_KDM5B_TARGETS_UP BBS9 CD2BP2 CDIPT CLCF1 DDIT3 DNAL4 EHD1 GADD45A KLHDC10 MAPK8IP3 MIA3 MPC1 NDE1 OSER1 POLB RNASET2 RNF40 SAT1 SMOX SEAVEY_EPITHELIOID_HEMANGIOENDOTHELIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEAVEY_EPITHELIOID_HEMANGIOENDOTHELIOMA ABCA4 ANGPT2 ANKRD1 ANKRD2 ANKRD33 ANXA3 BACE2 BMP4 BMP6 C12orf75 C17orf58 C17orf67 C1QTNF2 CACNG6 CCN1 CDC42EP5 CDH13 COL8A1 CRLF2 CTNNAL1 CUBN CYB5B EDN1 EFEMP1 EHD2 ERAP2 FBLN7 FGF2 FHL2 FMOD FOXC2 FOXF1 FSTL3 GDF15 GDF3 HOXA1 HRCT1 HTR2B ITGA3 KCNN2 KCNV1 KIF26B LAMP3 LATS2 LTBP1 MAFA MAFF MELTF MICB MMP19 MMRN1 MSRB3 MXRA7 MYL2 MYLK3 MYOZ2 NCEH1 NEXN NPAS1 NRGN NUDT4 NXNL2 OR6B2 OSGIN2 PDE3A PDLIM4 PLAT PLCD3 PPP1R13L PRKAR2B SCARF2 SELP SEMA3D SERPINE1 SH2D1B SLC24A1 SLC52A3 SLC6A4 SMPDL3B SRPX2 SSC4D STON1 TGFB2 TINAGL1 TMPRSS3 TNFRSF12A TNFRSF21 TNFSF15 TRIM58 UPK1B VEPH1 WT1 WTIP SEIDEN_MET_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEIDEN_MET_SIGNALING ABCC4 ANG API5 CAP1 CAPRIN1 CCNH CCT8 CCZ1 CLCN3 CNOT8 CSE1L HAT1 IFITM1 ITGAV KIF2A PRPS2 RAB11A SEPTIN2 SFPQ TM9SF3 SEIDEN_ONCOGENESIS_BY_MET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEIDEN_ONCOGENESIS_BY_MET AASDHPPT ACTR3 ADAM9 AIDA ANXA3 ANXA4 ARHGEF12 ATP2A1 C6orf62 CAPZA1 CCT6A CD46 CDK1 CERS6 CLIC4 COMMD3 COMMD8 CSDE1 CXCL5 DPM1 EEF1A2 EIF5 EPS8 EREG F2RL1 GLS GNAI3 GRSF1 HAT1 HIGD1A HNRNPA3 HNRNPH2 HSP90AA1 HSPA4 IFITM1 IFNGR1 IPO7 ITGA6 LAMB1 LYPLA1 MBIP MBNL1 MMADHC MSMO1 NCKAP1 NIPSNAP2 NPM1 NSA2 P4HA1 PAPOLA PCMT1 PDE8A PLOD2 PLS3 PNRC2 PPP1CB PTEN RIOK3 RRM1 RSL24D1 RTCA SCP2 SEC23A SELENOF SERBP1 SERINC1 SERP1 SH3BGRL SLC25A24 SLC38A2 SLC39A6 SMN1 SPTLC1 SRP72 STAT1 STK26 SUB1 TAF1D TASOR2 TCEA1 TCERG1 TMEM123 TMX1 TRAM1 TSPAN8 UBA2 UGDH YME1L1 ZBED5 SEITZ_NEOPLASTIC_TRANSFORMATION_BY_8P_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEITZ_NEOPLASTIC_TRANSFORMATION_BY_8P_DELETION_DN CDH4 CDKN1A CLIP2 COL8A1 CSF3 CST6 CXCR4 DDIT4 FKBP11 FKBP9 GAD1 HERC2P9 IL11 IL1A INSIG1 L1CAM LIMCH1 MMP1 PHF1 PHF20 PIK3CD PSPH PXDN QPCT RCN2 SAA1 SCG5 SLC19A2 SLC2A10 TGFA UBXN7 UQCRC1 SEITZ_NEOPLASTIC_TRANSFORMATION_BY_8P_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEITZ_NEOPLASTIC_TRANSFORMATION_BY_8P_DELETION_UP ABCG2 ADAM28 ALDH1A3 BCHE BMP4 CCL5 CCN3 CCNE2 CD24 CD24P2 CH25H CLU COL1A2 CRISPLD2 CX3CL1 CXCL10 CXCL11 DAAM1 DDX60 EFNB2 EVI2B GBP1 GPRC5A HERC5 HERC6 HPSE HS3ST1 ID2 IDO1 IFI27 IFI44 IFI44L IFIH1 IFIT1 IFIT2 IFIT3 IGFBP6 ISG15 ISG20 KLF4 LIPG MAGEA3 MALL MAPRE2 MX1 MX2 NDP NMU NR2F1 OAS1 OAS2 OASL PDLIM5 PLAAT4 PNP PRR16 PTGER4 PTN RIGI SAMD9 SEMA3A SLIT2 SORD SORL1 SPOCK1 TENT5A TFF1 TIMP3 TLR4 TMEM50A TMEM70 UGT1A10 UGT1A8 ZC3HAV1 ZFP36L2 SEKI_INFLAMMATORY_RESPONSE_LPS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEKI_INFLAMMATORY_RESPONSE_LPS_DN ABLIM1 ATOH8 BAMBI BMF C1QTNF2 CORO2B DBP G0S2 GDF10 GSTT1 LYZ MMP11 PALM PDLIM2 PLEKHA6 RAB3D SELENBP1 SEPTIN4 SLC16A9 SUCNR1 SYNPO TMEM178A WNT4 SEKI_INFLAMMATORY_RESPONSE_LPS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEKI_INFLAMMATORY_RESPONSE_LPS_UP ABCB1 ADAMTS7 BIRC2 BIRC3 BMP2 BTG1 CASP4 CCL3 CCL7 CCRL2 CD40 CD44 CEMIP2 CSF1 CXCL10 CXCL16 CXCL3 CXCL6 EGFR EGR1 EGR2 EGR3 EREG EXOC3L4 FAS FOSL1 GADD45B GBP2 GBP4 GBP6 GCH1 GPR68 GSAP ICAM1 ICOSLG IER3 JDP2 LIF LRATD1 MAFF NEURL3 NFKB2 NFKBIA NFKBIE NFKBIZ NGFR OSMR PLK2 PRRX1 PTPRE RAB20 REL RFX5 RIPK2 RND1 RSAD2 SCHIP1 SELE SERPINA3 SH3PXD2B SLC11A2 SLC15A3 SLC4A7 SLCO4A1 SOD2 STX11 TCIM TJP2 TLR2 TNFAIP2 TNFAIP3 TNIP1 TSLP VCAM1 ZC3H12A ZMYND15 SEMBA_FHIT_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEMBA_FHIT_TARGETS_DN ASPM BIRC5 CENPF CLN6 DTYMK ECT2 MNS1 PLK4 SPAG5 ZNF252P SEMBA_FHIT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEMBA_FHIT_TARGETS_UP ATXN1 COL1A1 COL27A1 HSPD1 IFI44L JMY LY96 OAS1 SPHK1 ULBP2 WDR20 SEMENZA_HIF1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SEMENZA_HIF1_TARGETS ADM ADRA1B AK3 ALDOA ALDOC BNIP3 CA9 CDKN1A CITED2 CP EDN1 ENO1 EPO FLT1 GAPDH HK1 HK2 HMOX1 IGF2 IGFBP1 IGFBP2 IGFBP3 LDHA NOS2 P4HA2 PFKL PGK1 PKM SERPINE1 SLC2A1 SLC2A3 TF TFRC TGFB3 TPI1 VEGFA SENESE_HDAC1_AND_HDAC2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC1_AND_HDAC2_TARGETS_DN ABCC3 ABLIM1 ACADL ACKR3 ACOT2 ALDH3B1 ALOX5 ALPK2 ANKRD52 ANXA10 ANXA8 AP1M2 AQP1 ARID5B ATL1 ATP8B1 BEX1 BNC2 C1orf53 C5orf46 CADM3 CALB2 CALD1 CAP2 CAV1 CAVIN2 CCDC80 CCL26 CCSAP CDC42EP3 CDKN2C CELF2 CLU CNKSR3 CNN3-DT CNRIP1 COL16A1 COL1A1 COL3A1 COL4A4 COL5A2 COQ2 CRIM1-DT CRYAB CSDC2 CXCL14 DACT1 DEPDC1 DHCR7 DSTN DTNA DUS2 DUSP1 DYNLL2 EBF1 EDIL3 EDN2 EGF ELAPOR1 ELP4 ENDOD1 EPB41L3 ERG28 F8 FADS2 FDFT1 FGF1 FGFR1 FIGN FSTL1 GALNT16 GLI2 GLT8D2 GPC1 GPNMB GPX8 GSG1 GSTO2 GXYLT2 H2AC6 H2BC5 H4C8 HAPLN1 HDAC1 HDAC2 HIRA HMGCR IDI1 IFT74 IGFBP5 IGFBP7 IMPA2 INSIG1 ITGBL1 JPH3 KATNAL1 KRT14 KRT15 KRT17 KRT80 KRT81 LAMB2 LAT2 LBH LINC01116 LINC01270 LINC01638 LOX LOXL1 LOXL1-AS1 LOXL4 LRP11 LRRC1 LSP1P5 LSS LTBP3 LUM MAF MAGI2-AS3 MALAT1 MAP3K2-DT MAP3K20 MATN2 MEIS1 MFAP5 MGAT5B MGST3 MIR1915HG MMP24 MN1 MSLN MSMO1 MTUS1 MYBL1 MYL9 MYLK NACC2 NANOS1 NECTIN3-AS1 NEXN NFIB NOG NPPB NPTXR NRXN3 NTN4 NUPR1 OCLN OCLNP1 OLFML3 PCLO PCOLCE PDE1C PDGFRL PDLIM1 PKIB PKP2 PLAC8 PLCE1 PLEKHG4 PLEKHH1 PLS3 PPP2R2B PRICKLE2 PRR16 PRRT3 PSLNR PTCH1 QPRT RBMS3 RHOBTB1 RHOBTB3 RIN3 RNF187 RTKN2 S100A4 SBSPON SC5D SCARA3 SCD SCEL SCN2B SDC1 SDC2 SEMA3B SERTAD4-AS1 SESN3 SET SFTA1P SHOC1 SLC26A2 SMAD6 SPP1 SPTBN1 SQLE SRD5A1 SSBP2 STAC SYNPO SYT12 SYTL1 SYTL2 TAGLN TCF4 TCP11L1 TENM2 TFPI TGFB2 THUMPD1 TIMP3 TK2 TMEM100 TMEM131L TMEM135 TMEM200C TMEM255A TMEM37 TMEM45A TNNC1 TNNT2 TNS1 TNS3 TP53TG1 TPM1 TRIB2 TUBA1A TUFT1 UNKL VASN WFDC21P WIPI1 WNT5A ZNF219 ZNF362 ZNF395 ZNF404 ZNF503 ZSCAN31 SENESE_HDAC1_AND_HDAC2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC1_AND_HDAC2_TARGETS_UP AADAC AADACP1 ADAMTS17 ADAMTS6 ADGRL4 ADPRHL1 AFF3 AGO2 ANTXR2 AP1S2 ATP11B BCL2A1 BCL2L1 BICD2 BIRC3 BMP2 C3 C4orf46 CA2 CAMTA1 CANT1 CAPN5 CBFB CCL20 CCND2 CCNE1 CD55 CDC42SE2 CDV3 CEP170 CES1 CHRNA9 CHST11 COL6A3 COPA CPEB4 CREM CSF2 CTNNA1 CXCL3 CXCL5 CXCL8 DCLK1 DDX42 DHX9 DKK1 DKK2 DNAJB14 DOCK4 DPY19L1 EGFR EIF4G1 ELK3 ELMOD1 ENSG00000290941 EPHA4 EPHB1 EREG ESYT2 EXOC5 EXTL3 FAM9B FGFRL1 FKBP1B FN1 FOSL1 G0S2 GCH1 GCNA GEM GFPT2 GLYR1 GNA13 GPAT3 GPR3 HAS2 HECTD1 HHIP HIP1 HMGA1 HOMER3 HSF1 IL11 IL13RA2 IL1A IL1RAPL1 IL24 IL6R IL6ST IL7R IQGAP1 IRAK2 ITGA6 ITPKA JAM3 KDSR KISS1 KLHL21 KYNU LAMC2 LAPTM5 LARP4 LDB2 LINC00326 LINC01088 LINC02535 LINC02577 LINC02915 LMAN1 LPXN LTB MAFF MAOA MAP3K7CL MC5R MCL1 MCM4 MEGF10 MELTF MICAL2 MMP1 MMP9 MTAP MYCT1 MYH16 NAMPT NAP1L1 NAV3 NFKB2 NFKBIZ NKD1 NRIP3 NTAQ1 NUS1 ODAPH OLAH OSMR OTUB2 PAPOLA PAX8 PAX8-AS1 PCGF5 PDE4D PDE4DIP PDLIM4 PGAP6 PGF PHTF2 PI3 PLAU PLAUR PLEC PLEKHB2 POU2F2 PPARA PPARGC1B PPIF PPTC7 PRDM1 PRIM2 PRPF6 PRR20A PRR9 PRRX1 PSME4 PSTPIP2 PTBP1 PTPN12 PTPN5 PTPRN2 PTX3 PXN RAB35 RAB3B RAC2 RBPMS2 RDUR REEP3 RGS2 ROBO4 RPAP3 RPL27A RRAGD SAA1 SCG5 SCYL2 SEC61A1 SERPINA1 SERPINB2 SFRP1 SH2B3 SH3PXD2A-AS1 SIPA1L3 SKIC3 SLC16A1 SLC16A3 SLC39A4 SLC7A2 SMG1 SNAP23 SNHG16 SORBS2 SPHK1 SPIRE1 SPOPL SPRED2 SRGN ST3GAL1 STIP1 STK10 SUPT16H SUPT6H SYTL3 TAFA5 TASOR2 TCN1 TEX261 TFAM TFRC TGFBR2 TGM2 TIE1 TMEM158 TMEM200A TMEM65 TMOD1 TNFAIP3 TNFRSF10B TNFRSF11B TNFRSF12A TRIM38 TRIML2 TWF1 UBASH3B UCA1 UEVLD ULBP2 USP10 WAKMAR2 WDR6 ZBED2 ZBTB38 ZC3H12A SENESE_HDAC1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC1_TARGETS_DN AASS ABCC3 ADGRB2 AHNAK ALDH5A1 ALDH6A1 ALOX5 AP1G2 APLP1 ARHGAP35 ARHGEF40 ARID5B ASS1 BAIAP2 BAZ2B BCAM BCAR1 BMP4 BNC2 BNIP3L BTBD2 C11orf96 C1QTNF12 CADM3 CAVIN1 CBX5 CCNG2 CCSAP CCSER2 CD46 CDC25C CDC42 CDC42EP3 CFAP95 CHMP3 CIRBP CMC4 CNN1 CNN3-DT CNPY4 COL11A1 COL12A1 COL16A1 COL1A1 COL3A1 COL5A1 COPZ1 CPE CRIM1-DT CRISPLD1 CRMP1 CSDC2 CSRP2 CXXC5 CYS1 CYTH2 CYTL1 DAB2 DHRS2 DKK3 DNAJB2 DNAJC1 DOK1 DPY19L4 DYNLL2 EBF1 EDIL3 EFCAB2 EFEMP2 EFNB3 EIPR1 ELFN2 ENAH EPB41L5 EPHB2 EPS8L2 ERGIC1 F2R FADS1 FAM114A1 FAM171A1 FAM200C FAM226B FBLN1 FDFT1 FGFR1 FKBP7 FLYWCH2 FOLR1 FOS FOXO6 FOXS1 FSTL1 FXYD6 GALNT16 GET1 GLI2 GLIS2 GOLM1 GPATCH2 GPC4 GPR137C GSN GSTM1 GSTM4 GXYLT2 HAPLN1 HCFC1R1 HDAC1 HDLBP HMGCR HR HSD17B10 HSPB2 ICAM3 ID4 IDH2 IFI6 IFT74 IGFBP5 IMPA2 INKA2 IQCA1 IRS1 ITGA7 JAKMIP2 KCNA1 KLF7 KLHL22 KLRK1-AS1 KRT7 L1CAM LACTB LAMA5 LAMB2 LAMTOR5-AS1 LDLRAD4 LINC02615 LINC02984 LOXL4 LRRFIP1 LRRN1 LSP1 LSP1P5 LSS LYPD1 MAF MAGED1 MAGED4B MALAT1 MATN3 MDP1 MEIS1 MIAT MIR1915HG MIR497HG MPP7 MRC2 MTSS2 MYBL1 MYH10 MYL9 MYLK MYRF NAP1L3 NARF NFE4 NFIA NHSL3 NLRP1 NMT2 NOTCH3 NOX4 NRBP1 NREP NUDT6 NXN NXPH2 OBSL1 ORAI2 P3H2 PALM3 PARK7 PBX1 PCDHB10 PCDHB5 PDE1C PGRMC2 PHLDB2 PIN1 PKD2 PLEKHH1 PNMA2 PRAG1 PRKCA PTPRN PYGL RAC1 RASA4 RASSF4 RBPMS RHOBTB3 RNF187 RNFT1 ROCK2 RUNX2 S100A10 SAMD1 SCN2B SDC1 SDC3 SEPTIN6 SESN3 SET SIAE SLC15A4 SLC38A10 SLX4IP SMARCA1 SMIM14 SNHG33 SNORD60 SOX12 SOX2 SSH3 STMN3 SYNC SYT17 SYTL5 TCAF1 TCEA2 TCEAL2 TCF4 TGFB2 TGFBI THRB TIA1 TIAM2 TK2 TLCD4 TMEM120B TMEM132D-AS1 TMEM135 TNFRSF13C TNS1 TOX3 TP53TG1 TPGS2 TPM4 TRIM2 TRIM6 TRO TTYH1 TUBA1A TUBB2B UTRN VAMP7 VXN YPEL2 ZBED5-AS1 ZDHHC12-DT ZNF260 ZNF395 ZNF404 ZNF503 ZNF608 ZNF827 SENESE_HDAC1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC1_TARGETS_UP AADAC AADACP1 ABCC4 ABCC9 ACTR2 ADAM10 ADAMTS6 AGO2 AHCTF1 AKIRIN2 AKR1C1 AKT1S1 AKT3 ALPL ANAPC5 ANTXR2 AP1S3 APH1A ARHGAP5 ARHGDIA ARL14 ASAH2 ASPH ATP11A ATP11B ATP13A3 ATP6V0A4 B4GALT6 BACH1 BCL2A1 BCL2L1 BCLAF1 BDP1 BIRC3 BMP2 BUB1 C3 C4orf46 C6orf58 CA2 CANT1 CAPRIN1 CARNMT1 CBFB CCL2 CCL20 CCL3 CCND2 CCNE2 CD44 CD55 CDC27 CDC42SE2 CDK6 CDKL1 CDV3 CEBPD CELF1 CEP170 CEP20 CERS6 CHD4 CHRNA9 CHST11 CILK1 CLDN12 CNOT1 COBLL1 COL22A1 COPA CPEB4 CPNE5 CREM CSF2 CSGALNACT2 CTDSPL2 CTNNA1 CXADR CXCL3 CXCL5 CXCL8 CYB5R2 CYP1A1 CYTH3 DCLK1 DCP2 DCTN5 DDAH1 DDX3X DDX42 DEGS1 DESI1 DESI2 DGKI DHX9 DIMT1 DLG1 DLGAP1-AS2 DNAJB14 DNAJB9 DOCK10 DOCK4 DPY19L1 DSG2 DUS3L DUSP3 DUSP5 DUSP7 EIF4G1 EIF5A2 ELK3 ENTPD4 EPG5 EPRS1 ERRFI1 ESCO2 ESM1 ESYT2 ETS1 EXOC5 EXTL3 EZR FAS FBXO38 FBXW11 FCHO2 FGD6 FKBP15 FN1 FOSL1 FOXD1 FUS G0S2 G3BP2 GALC GART GCH1 GEM GLIPR1 GLRX GLYR1 GM2A GNA13 GNG12 GPAT3 GPCPD1 GPR3 GPR65 GRPEL2 GSK3B GSR GTF2I GULP1 HACD2 HDAC9 HECTD1 HMGA1 HSF1 HSP90AB1 HYCC1 IDS IFI16 IGF2BP2 IGF2BP3 IL13RA2 IL1A IL1RAPL1 IL24 IL6R IL6ST IL7R IQGAP1 IRAK2 ITGA2 ITGA6 ITPR1 ITPRID2 ITPRIP JAM3 JPT2 KBTBD2 KBTBD8 KDM1B KIAA1217 KIRREL1 KISS1 KITLG KLF3 KLHL21 KMT5AP1 KPNA4 KYNU LAMB3 LAMC2 LARS1 LCP1 LDB2 LETM2 LGALS8 LIG4 LINC00520 LINC00973 LINC02915 LMAN1 LNCAROD LPXN LRRC58 LSM12 LTB LY96 LYPLA1 MAFF MAOA MAP3K2 MAP4K5 MAST4 MAX MBNL1 MCL1 MCM4 MEAK7 MET MEX3C MFAP3 MGST1 MIR3142HG MLKL MLX MMP1 MMP3 MMP9 MOB1A MOSPD1 MPP4 MSANTD4 MTAP MTMR1 MTMR2 MYC MYCT1 MYH16 MYO6 NAB1 NABP1 NAMPT NAP1L1 NAV3 NBPF14 NEAT1 NEDD4L NETO1 NFE2L2 NFKB2 NFKBIA NFKBIZ NFS1 NFYA NLRP3 NPAS2 NRIP3 NSMAF NUP58 NUS1P3 NXT2 ODAPH OGDH OGFRL1 OLAH OSMR OTUB2 OTUD4 PAPOLA PARD6B PAX8-AS1 PCGF5 PDE12 PDE4DIP PDLIM4 PHACTR2 PHTF2 PI3 PIK3C2A PIP5K1A PLAU PLEC PLEKHB2 PLEKHM1 PLIN2 PLK4 PNO1 PNP PNRC2 POLDIP3 POMGNT1 PPFIBP1 PPIF PPTC7 PRDM2 PRIM2 PRNP PRPF6 PRR9 PRSS35 PSAT1 PSME4 PTBP1 PTBP3 PTHLH PTPN11 PTPN12 PTPRR PTX3 PXN RAB35 RAB6A RAB8B RAC2 RASSF8 RB1 RBM14 RDUR REEP3 RESF1 RGMB RGS4 RNASE7 RNF6 ROBO4 RPAP3 RPL27A RRN3 SAA1 SCG5 SCYL2 SEC61A1 SERINC3 SERPINB2 SERPINB8 SETD5 SF3B1 SGPP1 SINHCAF SKIC3 SKP2 SLAIN2 SLAMF7 SLC16A1 SLC25A37 SLC39A14 SLC39A6 SLC39A8 SLC43A3 SLC6A15 SLC6A6 SLC7A1 SLC7A11 SLC7A6 SLCO4A1 SMG7 SNAP23 SNHG16 SNX19 SOD2 SPAG1 SPANXA1 SPANXB1 SPOPL SPRED1 SPRED2 SQSTM1 SRGN SRPRA SRPX SRRT SSR3 ST6GALNAC4 STEAP3 STIP1 STK26 STRN STX16 STX3 SUPT16H SUPT6H SZRD1 TAF9B TAOK1 TASOR2 TCN1 TEAD1 TEX261 TFAM TFE3 TFPI TFRC TGFBR1 TGFBR2 TGM2 TM4SF1 TMED2 TMEM154 TMEM156 TMEM158 TMEM259 TMEM41A TMEM64 TMOD3 TMPO TMX1 TNFAIP3 TNFRSF10B TNFRSF11B TNFRSF12A TOP1 TOR1AIP1 TPP1 TPR TRIB1 TRIM38 TRIM8 TRIML2 TRIO TRUB1 TWF1 UEVLD UHMK1 UPP1 USP10 USP12P1 USP16 USP32 USP34 UTP23 VEGFA VEGFC VKORC1L1 WAKMAR2 WDR6 YOD1 YRDC YTHDF3 YWHAZ ZBED2 ZBTB38 ZC3H12A ZC3HAV1L ZFR ZMAT3 ZNF317 ZNF644 ZNF655 SENESE_HDAC2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC2_TARGETS_DN ACKR3 ALDH3B1 ALPK2 AQP1 BCAM BEX1 BNC2 C1QTNF12 CAP2 CAVIN2 CCDST CCL26 CDH11 CLU CNN3-DT COL11A1 COL1A1 COL3A1 COL5A2 CRIM1-DT CRYAB CTXN1 CXCL14 DACT1 DEPDC1 DTNA EDN2 EFEMP2 EGF ETAA1 EVA1A FADS2 FGF11 FKBP9 FOXS1 GALNT2 GPNMB GSG1 GSTM4 GXYLT2 HDAC2 ID4 IGFBP6 IGFBP7 INSIG1 JPH3 JUP KHDC1L KRT14 KRT17 KRT81 LBH LINC01116 LINC01270 LINC01405 LINC02615 LINP1 LOX LOXL1 LOXL1-AS1 LPAR5 LRP11 LSP1 LUM MALAT1 MATN2 MFAP5 MGAM MMP24 MOCS2-DT MPP7 MSLN MYL2 MYL9 NANOS1 NEFL NEXN NFIB NPPB NPTXR NRXN3 NTN4 OCLN OLFML3 PDE1C PDLIM1 PKIB PKP2 PLAC8 PLCE1 PPP2R2B PSLNR PTCH1 RASA4 RHOBTB1 RTKN2 S100A4 SCARA3 SCD SCEL SDC2 SEMA3B SESN3 SFTA1P SORL1 SPP1 SPX SQLE SSBP2 STK40 STOX2 SYT11 TAGLN TCEA2 THEM6 THUMPD1 TIMP3 TMEM100 TMEM200C TMEM255A TMEM37 TNNC1 TNNT2 TNS3 TP53TG1 TPM1 TRIM2 UNKL WFDC21P WNT5A ZBTB20 ZCCHC24 ZNF362 SENESE_HDAC2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC2_TARGETS_UP AADAC ADAMTS6 AGO2 ANTXR2 APH1A ASPH ATP13A3 BCL2A1 BCLAF1 C4orf46 CA2 CBFB CCND2 CCNJ CDC27 CDC42SE2 CDV3 COPA CREBL2 CSF2 CSTF2T CTDSPL2 CXCL8 DDX42 DHX9 DNAJB14 DOCK4 DPY19L1 DUS3L ELK3 EXOC5 FBXO32 G0S2 GFPT2 GLYR1 GNA13 HACD2 HMGA1 HMGA2 HSF1 IL1A IL6ST IL7R INHBA IQGAP1 ITGA6 ITPRID2 KISS1 KMT5AP1 KYNU LARP4 LMAN1 LPXN MCL1 MCM4 MEGF10 MLX MMP9 MTAP MYCT1 MYH16 NAB1 NAMPT NCEH1 NFKBIZ ODAPH OSMR PAX8-AS1 PCGF5 PDLIM4 PLAU PLEC PLK4 PPP2R1B PSME4 PTBP1 PTPN12 PXN RAB5A RAB5C RAB8B RBM14 RBPMS2 RDUR RPL27A SAA1 SCG5 SCYL2 SF3B5 SH3PXD2A-AS1 SKIC3 SKP2 SLC16A1 SLC39A14 SLC6A15 SNAP23 SNHG16 SPRED2 STYX SUPT16H SUPT6H TAF3 TCN1 TFRC TGFB2 TGFBR2 TGM2 TIMM17A TNFAIP3 TNFRSF10B TNFRSF11B TPR TWF1 UEVLD USP16 ZC3H12A SENESE_HDAC3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC3_TARGETS_DN AARS1 ABCA13 ABLIM1 ACAP2 ACAT2 ACKR3 ACSL3 ADCY7 ADD3 ADGRB2 ADGRL1 ADNP2 AEBP2 AHNAK AIF1L AJUBA ALCAM ALDH3B1 ALDH5A1 ALOX5 ANKRD52 ANKRD9 ANO2 ANP32A ANP32E ANTXR1 ANXA8 AP1M2 APOOL ARAP2 ARHGDIB ARIH2 ARSB ASF1B ASNS ASXL1 ATAD2 ATG9A ATMIN ATP13A3 ATP5IF1 ATPAF1 BACE2 BAIAP2-DT BAIAP2L1 BARD1 BBX BCAM BCAT1 BCL7B BCL9L BET1 BEX1 BIRC5 BLTP3A BNIP3L BRD7 BRI3BP BRPF3 BTBD2 C14orf28 C16orf74 C1QL1 C21orf91 C2CD5 C2orf68 C4orf3 C8orf88 C9orf40 CARHSP1 CARM1 CASC3 CASKIN2 CAVIN1 CBS CCBE1 CCDC144NL-AS1 CCDC85C CCN1 CCN2 CD99L2 CDC25A CDC40 CDC42 CDCA7L CDK16 CDK19 CDR2L CEBPG CENPE CEP20 CEP41 CFL2 CGNL1 CHKA CHMP4A CHMP4C CLIC4 CLN6 CLPTM1L COL11A1 COL1A1 COL3A1 COL5A2 COL8A1 COMMD8 COX20 CRIM1 CSNK2A2 CSTA CTBP1 CTH CTIF CTR9 CXCL14 CXXC5 CYB5B CYB5R3 CYP24A1 CYRIA CYTH3 DAB2 DAW1 DCAF7 DCHS1 DCTN4 DERA DFFA DGCR2 DGKZ DHFR DHRS11 DHRS2 DIABLO DIS3L DMAC2 DMKN DNM1 DOCK5 DPY19L2 DRAM2 DSE DTNA DYNLL2 DYNLRB1 DYRK4 EBI3 EBP EDN2 EEA1 EFCAB2 EGR1 EID1 EIF3E EIF4EBP1 EIF4EBP2 ELAPOR1 ELFN2 EMB ENDOD1 ENPP2 ENPP5 EPB41L3 EPN2 ESCO2 EXT2 FADS1 FAH FAM3C FAM83H FANCG FBLN1 FBXL16 FBXO9 FEM1B FES FGD5-AS1 FGF1 FGF11 FHOD1 FIBP FIGN FKBP9 FKRP FLRT2 FMC1 FOXO6 FOXS1 FZD2 GABRB3 GADD45B GALNT10 GAP43 GAS2L1 GAS2L3 GBA1 GCA GCAT GCNT2 GDAP1 GDPD5 GFPT1 GLIS2 GNAI1 GNE GNG12 GOLGA3 GOSR2 GPAT2 GPX3 GSG1 GSTT1 GTF2A1 GUCD1 H1-0 H2AX HADH HAUS4 HDAC3 HEG1 HINT3 HIP1R HMGN5 HSD17B12 IFT80 IL1RAP IL27RA ILRUN IREB2 ITGB3BP ITGBL1 JDP2 KATNB1 KATNBL1 KCNJ5-AS1 KCTD14 KHDC1L KIAA0930 KIAA1143 KIF14 KMT2D KPNA6 KPNB1 KRT34 KRT80 KRTAP2-3 LACTB LAT2 LBH LFNG LGALSL LIMCH1 LIMD1 LIN28B LINC01638 LINC02210 LINC02861 LINC02901 LMNB2 LOXL1-AS1 LPAR5 LRRC20 LRRC47 LRRC4C MAGEA8 MAGI2-AS3 MAOA MAP3K20 MAPK1 MARCHF4 MARCHF6 MARCHF8 MATN2 MCAM MCM3AP MCM6 MDFIC MDP1 MECP2 MED20 MED30 MFSD10 MFSD14B MGAM MGAT5B MICALL1 MIF4GD MIR1915HG MISP MITF MLXIP MN1 MNS1 MOB3B MON1B MOV10 MPP7 MRPL4 MRPL58 MRTFB MSI2 MSTO1 MTSS2 MYBL2 MYL2 MYL9 MYO5B N4BP2 NAA40 NAB2 NACC2 NANOS1 NCKIPSD NCOA1 NCOR2 NDFIP1 NDST1 NECAP1 NEU1 NF2 NFASC NFATC2IP NFATC3 NFIA NHSL3 NID1 NINJ1 NIPAL3 NISCH NLRP1 NME4 NMU NNT-AS1 NOL4L NOTCH3 NPM3 NPPB NSD3 NUDT21 NUP35 NUP62CL OBSL1 OGDHL OIP5-AS1 OLMALINC ORAI2 ORAI3 OTOGL PABPC4L PAIP1 PAK4 PARD3 PARD6G PATJ PCDH7 PCGF2 PCLO PCOLCE PDHB PDLIM1 PDLIM2 PDS5A PDXK PEX2 PGRMC2 PHF21B PHGDH PHLDA2 PIMREG PIP4P1 PKP2 PKP4 PLAC1 PLAC8 PLEKHA2 PLP2 PLRG1 PLXND1 PNMA2 POGLUT3 POM121 PPARD PPM1F PPP1R14C PRKAG1 PRKCA PRKD1 PROSER2 PSAT1 PSMG2 PSRC1 PTGFRN PTK7 RAB11FIP1 RAB15 RAB24 RAB3B RAP2C RAPH1 RASA4 RBMS3 RGP1 RGS9 RIMS2 RIN3 RNF213 ROCK2 RYBP SAMD1 SAP30L SCARA3 SCD SCIN SCLY SDC2 SDR42E1 SEC62 SEH1L SEMA3B SEPHS1 SEPTIN7 SERTAD4 SFN SFTA1P SH3RF3 SHOC1 SKIL SLC16A7 SLC24A1 SLC25A10 SLC25A23 SLC25A43 SLC2A10 SLC35A3 SLC39A14 SLC7A5 SLX4IP SMARCC2 SMIM20 SNAPC1 SNCA SNX8 SPARC SPC24 SPCS3 SPX ST6GALNAC6 STMN3 STXBP6 SUN3 SUV39H1 SYNE1 SYNPO SZRD1 TAF9B TAGLN TAX1BP1 TBPL1 TCAF1 TCEAL2 TCF3 TCF4 TCP11L1 TENM2 TENT5B TEX2 TFDP1 TGFB1I1 TGFB2 TGOLN2 TK1 TLCD4 TMCC1 TMED10 TMED8 TMEM120B TMEM243 TMEM255A TMEM256 TMEM37 TMEM39B TMEM40 TMEM45A TMX3 TNNC1 TNNT2 TNS1 TNS3 TOX3 TPGS2 TPM1 TPM4 TRAM2 TRIM59 TRIM6 TRMT5 TRO TSEN15 TSPAN14 TSPAN31 TTK TUFT1 TUG1 TWF1 TXNRD2 UBE2I UBE2K UBE2Z UCP2 UFM1 UGGT1 ULK3 UNG UPF3B UQCC3 UTRN VAC14 VAMP8 VANGL2 VDR VEZF1 VEZT VGLL3 VPS35 VSTM1 WDR6 WFDC21P WFS1 XRCC4 YAP1 YARS1 ZBTB26 ZCCHC24 ZDHHC12 ZDHHC13 ZMYM4 ZNF219 ZNF252P ZNF280B ZNF395 ZNF404 ZNF512B ZNF542P ZNF559 ZNF629 ZNF70 ZNF71 ZNF853 SENESE_HDAC3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENESE_HDAC3_TARGETS_UP AADAC ABCA3 ABCC4 ACOX2 ACTR2 ADAM10 ADAM12 ADAM19 ADAMTSL1 ADGRL3 AFF4 AGO2 AHCTF1 AKIRIN1 AKR1B10 AKR1C1 AKR1C3 AKT1S1 AKT3 ANKRD46 ANTXR2 ANXA4 AP1AR AP1S1 AP1S3 APH1A ARF3 ARFIP1 ARHGAP5 ARHGDIA ARL14 ARL4C ARL6IP1 ARSJ ASH1L ASPH ATF3 ATP11B ATP13A3 ATP2B1 ATP6V1A B4GALT1 BACH1 BCL2L1 BCL6 BDP1 BICD2 BIRC3 BMAL2 BMP2 BMP5 BRCC3 BTG1 BTG2 C16orf46 C6orf15 CALB1 CALM3 CAMK2D CANT1 CASK CBFB CCDC148 CCDC88A CCL2 CCL20 CCND2 CD180 CD44 CD46 CD55 CDC27 CDK17 CDK6 CDKAL1 CDKN1C CDV3 CEP120 CEP170 CHD4 CHRNA9 CLCN5 CLDN12 CMTM7 CNTNAP3 COPA CPEB2 CPEB4 CREBRF CREM CTSB CUL4B CXADR CXCL10 CXCL3 CXCL5 CXCL8 CYB5R2 DCBLD1 DCP2 DDX3X DDX42 DEPP1 DHX9 DLGAP1-AS2 DNAJB14 DNAJC13 DOCK4 DPYSL3 DST DUS3L DUSP16 E2F5 E2F7 EDIL3 EFHD2 EFNA1 EIF4G1 ELK3 EMP1 ENC1 ENHO ENSG00000290941 EPRS1 ERRFI1 ERVK13-1 ESM1 ESYT2 ETS2 EXOC5 EXTL3 EZR F2RL1 FAM9B FAS FAT3 FBXW11 FCHO2 FLJ20021 FLOT1 FMNL2 FN1 FOXC1 FUS FXR1 FZD8 G3BP2 GALC GALNT12 GASK1B GCH1 GCNA GEM GEMIN8 GFER GFPT2 GGA2 GLS GLYR1 GM2A GNA13 GNG12 GNG2 GPHN GPR176 GRB10 GSK3B GTDC1 GTF2I GUCY1A2 HAPLN1 HAS2 HDAC9 HEATR1 HHIP HIVEP2 HMGA1 HMGA2 HNMT HOXB6 HSF1 HSP90AB1 HSPA4 HTRA1 HYCC1 IDS IFI16 IFIT1 IFIT2 IFIT3 IGF2BP3 IGF2R IGFBP5 IGKV1OR1-1 IL1RAP IL1RAPL1 IL24 IL32 IL6ST IL7R ILRUN INPP5A IQGAP1 IQGAP2 ITGA6 ITGB3 ITGB8 ITPRID2 JAK1 JMJD1C KAT6A KBTBD2 KCNMA1 KDM1B KDM7A KHDRBS3 KITLG KLF3 KLF6 KLHL24 KLHL28 KLRC1 KMT5AP1 KRT6B KYNU LEPR LINC00161 LINC00520 LINC01119 LMAN1 LOX LPIN1 LPXN LTBP2 LURAP1L MALAT1 MAML3 MAN1A1 MAN1A2 MAP2 MAP3K2 MAP3K4-AS1 MAPK14 MAPK8IP1 MAPKAP1 MBNL1 MBNL2 MCL1 MCM4 MEAK7 MET METTL16 MEX3C MICAL2 MIER3 MIPEP MIR100HG MIR3142HG MMP1 MMP14 MMP16 MMP9 MOSPD1 MSC-AS1 MT-ND4 MTAP MXRA7 MYO1B MYO6 NAMPT NAP1L1 NAV3 NBPF14 NCEH1 NDRG4 NEAT1 NEDD4L NEFL NF1 NFAT5 NFKB2 NFKBIA NFKBIZ NFYA NMRAL2P NNMT NPAS2 NR4A2 NR6A1 NREP NUP58 NXT2 OASL OGDH OLFM1 OPN3 ORMDL1 OTUB2 OTUD4 PAPOLA PAPPA PARP8 PCDHB15 PCNX4 PDE4B PDGFC PDK4 PDLIM4 PDP1 PGM2L1 PHLDB2 PHTF2 PI3 PIK3IP1 PIP5K1A PKIA PLAU PLCXD1 PLD1 PLEKHB2 PLEKHH2 PMAIP1 PMP22 POMGNT1 PPFIBP1 PPP3CA PPP4R3A PPTC7 PRDM1 PRKACB PRPF6 PRR4 PSME4 PTBP3 PTPN11 PTPN12 PTPRB PTPRR PTX3 RAB35 RAB43 RAB8B RANBP2 RB1 RBAK RBBP9 RBM14 RDUR RFX3 RGS16 RGS4 RHOB RHOC RNF19A RNF6 ROBO4 ROR1 RPAP3 RSPO3 SAA1 SAT1 SAV1 SCAMP1 SCARB2 SCD SCYL2 SEC61A1 SEPTIN11 SERINC3 SERPINB4 SERPINE2 SETD5 SF3B1 SFRP1 SH3YL1 SHISA2 SINHCAF SKIC3 SKP2 SLAIN2 SLC12A4 SLC12A8 SLC14A1 SLC16A1 SLC25A15 SLC25A37 SLC2A3 SLC39A6 SLC6A15 SLC6A6 SLC7A1 SLC7A11 SLFN5 SMAD5 SMARCC1 SMG1 SMG7 SNAP23 SNAPC3 SNHG16 SOD2 SPANXA1 SPANXB1 SPIRE1 SPP1 SPRED1 SPRED2 SPTBN1 SQSTM1 SRD5A1 SRPX STEAP3 STING1 STIP1 STK10 STK4 STMN2 STRN STX16 STX1A STYX SUPT16H SUPT6H SYTL5 SZRD1 TAB3 TALAM1 TAOK1 TASOR2 TBC1D4 TBC1D9 TCN1 TEAD1 TFAM TFRC TGFBR1 TGFBR2 TIMP3 TLR4 TM4SF1 TM4SF18 TM9SF4 TMED2 TMEM154 TMEM158 TMEM259 TMEM30A TMOD3 TNFAIP3 TNFRSF10B TNFRSF11B TNFSF15 TNIK TNKS2 TOP1 TPP1 TPR TRAF1 TRAPPC10 TRIB1 TRIO TRPM4 TRPM8 TSGA10 TUBA1A UBASH3B UBE2F UBE2QL1 UEVLD UHMK1 USP10 USP16 USP32 USP34 USP53 VAMP3 VEGFC VPS25 WAC WDR6 WEE1 WSB1 XKR4 YWHAZ ZBTB20 ZBTB38 ZC3H11A ZMAT3 ZNF317 ZNF41 ZNF451 ZNF480 ZNF644 ZNF697 ZNF92 SENGUPTA_EBNA1_ANTICORRELATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_EBNA1_ANTICORRELATED ABCB9 ABHD15 ACTN2 ANXA11 ANXA9 ARHGAP27 ARHGAP4 ARHGEF1 ARL10 ATP6V0E1 AURKAIP1 B3GALT4 BORCS6 C12orf60 CACNA1I CAMTA2 CCDC141 CCDC32 CCDC74A CD247 CES4A CFAP221 CISH CLEC2D COTL1 CRX CRYBG2 CTLA4 CTNS CUTALP CYFIP2 CYLD DNHD1 EFTUD2 EML3 ENSG00000263499 EPN2 FAM107A FAM13A-AS1 FCHSD1 FCRL1 FGD2 FGF11 FITM1 FLJ40288 FMNL1 FUT5 GADD45B GALNS GATA2 GDPD5 H6PD HLA-A HLA-F HPX HSD17B1 IDS ITGB3 KCNAB2 KCNG1 KCNK7 KCTD17 KIAA0513 LENEP LIMD1 LIMS2 LINC00494 LINC00879 LINC01260 LINC02361 LINC02481 LINC02777 LINC03000 LRCH4 MAP2K3 MARCHF2 MCF2L MIR142 MIR4280HG MSRA MTMR9LP NAA80 NAPSA NEU3 NHLH1 NIN NLRC5 NPIPB15 NSUN5 NSUN5P1 NUTM2F OTULINL PACSIN1 PARP15 PCNX2 PHYKPL PITX1 PLAAT3 PLEKHF1 PLEKHM1 PLK3 POU6F1 PPARD PPP1R9B PRX PTPRE PWWP2B R3HDM2 RAPGEF1 RASA3 RASAL3 RHEX RPS6KA1 RRP1 RSPO1 RUBCN SAP25 SERPINB9P1 SFXN3 SHFL SIDT2 SIGLEC7 SLC25A28 SLC39A3 SLC6A11 SMPD3 SPG7 SREBF1 STARD3 STK10 SUN2 SYDE1 SYMPK SYT11 SYT9 TECPR1 TFEB TMEM102 TMEM225B TNFRSF18 TNFSF13 TNFSF14 TP53I13 TRAC TRAF3IP3 TSPAN33 TTLL3 UBE2O USP30-AS1 USP35 UVSSA VAV2 WBP1L WDR81 WDTC1 ZBTB17 ZC3H10 ZDHHC14 ZFP42 ZFYVE28 ZNF710 SENGUPTA_NASOPHARYNGEAL_CARCINOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_NASOPHARYNGEAL_CARCINOMA_DN ABCA13 ABHD14B ABLIM1 ADGRF1 ADH1C ADIRF ADSS1 AGBL2 AGR2 AHNAK2 AK7 AK9 AKAP14 AKR1C3 ALDH1L1 ALDH3B1 ALDH3B2 ALOX15 ANKRD35 ANKRD37 ANXA11 AQP3 ARMC2 ARMC3 ARSD ASS1 ATP10B ATP12A B3GNT7 B9D1 BACE2 BANK1 BASP1 BBOF1 BCO2 BNIPL BPIFB1 C11orf52 C11orf97 C19orf33 C1orf116 C1orf87 C6orf118 C7orf57 CABCOCO1 CAPN5 CAPN9 CAPS CAPSL CATSPERD CC2D2A CCDC113 CCDC17 CCDC181 CCDC190 CCDC65 CCDC74A CCDC81 CCDC96 CCNO CD19 CD55 CDH26 CDHR3 CES1 CETN2 CFAP126 CFAP161 CFAP206 CFAP210 CFAP251 CFAP276 CFAP299 CFAP300 CFAP43 CFAP45 CFAP47 CFAP52 CFAP53 CFAP90 CFAP95 CFB CGN CHD9NB CHST6 CHST9 CIB1 CIMAP1B CIMAP3 CIMIP1 CIMIP2B CKB CLDN10 CLDN23 CLDN7 CLIC3 CLIC6 CLXN COBL CR1 CR2 CRACDL CRYL1 CSTB CXCL1 CXXC5 CYP4B1 DAW1 DHCR24 DMKN DNAAF1 DNAAF4 DNAAF6 DNAH10 DNAH12 DNAH2 DNAH5 DNAH7 DNAH9 DNAI1 DNAI2 DNAI3 DNAI4 DNAI7 DNAJA4 DNAL1 DNALI1 DNER DRC1 DRC3 DUOX1 DYNLRB2 DYNLT5 ECRG4 EFCAB2 EFHB EFHC1 ELF3 ELL3 EML6 ENKUR ENSG00000280119 EPB41L4B EPPIN EPPK1 ERICH3 ERICH5 EVA1C EZR FAM131A FAM149A FAM174B FAM216B FAM229B FAM3B FAM3D FAM81B FANK1 FBXO15 FCRLA FKBP1B FMO5 FOXJ1 FUT2 GCLM GIHCG GON7 GRHL2-DT GSTA1 GSTA3 H2BC21 HOATZ HYDIN IFT172 IFT57 IFTAP IL20RA IMPA2 INAVA IQCA1 IQCD IQCG KATNB1 KCNE1 KLF8 KLHDC9 KRT14 KRT4 KRT7 LCN2 LRG1 LRP11 LRRC10B LRRC34 LRRIQ3 LTF LZTFL1 MAP3K19 MDH1B MFSD4A MGLL MIR34B MIR449A MORN2 MORN3 MORN5 MS4A1 MS4A8 MSMB MT1E MUC1 MUC13 MUC16 MUC4 MYO1D NBEA NEK11 NEK5 NMU NQO1 ODAD1 ODAD2 ODAD4 OMG OSCP1 P4HTM PACRG PAX5 PCP4L1 PDZK1IP1 PI3 PIAS3 PIERCE1 PIGR PIH1D2 PLAAT2 PLCE1 PLCG2 POR POU2AF1 PPIL6 PRDX1 PRDX5 PROM1 PRR15 PRR18 PRSS23 PSENEN PTGR1 PTPRN2 RALGPS2 RASSF1 RBM24 RHOV RIBC1 RIBC2 ROPN1L RRAD RSPH1 RSPH10B RSPH3 RSPH4A RSPH9 S100A9 S100P SAA1 SAPCD1-AS1 SAXO2 SCGB1A1 SCGB2A1 SELENBP1 SERPINB3 SERPINB4 SERPINB6 SERPINB7 SIX2 SLC16A5 SLC22A16 SLC22A4 SLC27A2 SLC2A10 SLC44A4 SLPI SMDT1 SMIM22 SMIM5 SNTN SORBS2 SPA17 SPAG1 SPAG17 SPAG6 SPATA17 SPATA18 SPATA33 SPEF2 SPMIP6 SRGAP3-AS2 ST6GALNAC1 STOML3 SYBU SYNGR1 SYTL4 TACC2 TCEA3 TCL1A TEKT1 TEKT2 TEX9 TFF3 TJP3 TLCD2 TMC4 TMC5 TMEM154 TMEM190 TMEM231 TMEM40 TMEM45B TMPRSS4 TNFRSF13C TNFRSF21 TNFSF11 TOGARAM2 TOX3 TPPP TPPP3 TRAF3IP1 TRAK1 TRIM13 TRIM7 TSGA10 TSPAN1 TSPAN6 TTC12 TTC21A TTC29 TTC9 TUBA1A TUBA4B TUBB2A TUBB4B UBXN10 UPK1B VILL VNN3P VPREB3 VPS37B VTCN1 VWA3B VWA5A WDR13 WDR54 WFDC2 ZBBX ZFYVE21 ZMYND12 ZNF667-AS1 SENGUPTA_NASOPHARYNGEAL_CARCINOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_NASOPHARYNGEAL_CARCINOMA_UP ACER3 ACTA2 ADAM22 ADAM23 ADAMTS2 ADH5 AGO2 AKT3 ANGPT2 ANKRD22 ANKRD29 ANKRD46 ANLN APOC1 ARHGAP8 ARL5A ARL6IP6 ARNT2 ASAP1 ASCC3 ATAD2 ATL2 ATP11C B4GALT6 BRIP1 BST2 BUB1B C11orf96 C6orf141 CALD1 CAPRIN1 CASK CBX3 CCL2 CCNA2 CCNE2 CCNF CCT6A CD14 CD200 CD274 CDC7 CDCA7 CDH11 CDK1 CENPE CENPF CENPJ CENPK CENPU CEP135 CEP55 CHEK1 CHI3L1 CHN1 CKAP4 CLASP1 COL15A1 COL1A1 COL1A2 COL27A1 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL8A1 CSAG3 CTSC CXCL10 CXCL11 CXCL9 DBF4 DDX60 DEPDC1B DIAPH3 DLGAP5 DNA2 DNAJC9 DOCK4 DOCK7 DPY19L1 DPYSL2 DRAM1 DSCC1 DTL DUT DUXAP8 E2F3 ECT2 EFNB2 EIF5A2 EMILIN2 ERAP1 ERI1 ERICH1 ERO1B ESCO2 EZH2 FANCI FAS FASTKD1 FBN1 FCGR1A FCGR2A FCGR3B FERMT1 FGF2 FIGNL1 FKBP5 FLVCR1 FMNL2 FN1 FRRS1 FZD7 G3BP1 GAD1 GALNT11 GART GATA6 GBP1 GINS1 GJA1 GLS GMNN GNLY GORAB GZMA GZMB GZMH HAUS6 HAVCR2 HDGFL3 HELLS HERC2P9 HIVEP1 HMGB2 HNRNPA2B1 HNRNPLL HOXC6 ID2 IDH1 IFIH1 IFNG IGSF6 IKBIP IL15 INHBA INPP4A IPO5 ITGAV KCNMA1 KIF11 KIF15 KIF18B KIF23 KITLG KLHL5 KNL1 LAMB1 LAMC1 LINC01094 LLPH LOC105379499 MAD2L1 MANEA MASTL MBTD1 MCM4 MCM8 MCMBP MELK MINPP1 MPHOSPH9 MTF2 MTR NAP1L1 NBN NCAPG NDC1 NDC80 NEDD1 NEMP1 NFE2L3 NFKBIA NFYB NID1 NPNT NUF2 NUP58 NUSAP1 OSBPL1A OTUD6B PAPSS2 PARPBP PATL1 PBK PCLAF PCNA PGAP1 PHF20L1 PIWIL4 PKP4 PLA2G7 PLAU PM20D2 PMAIP1 PMS1 POGLUT1 POLE2 POSTN PRC1 PRKDC PRNP PRR11 PRRX1 PTGS2 PUS7L QDPR QSER1 RACGAP1 RAD51AP1 RAN RASSF4 RBBP8 RBBP9 RBFOX2 RBMX RCN1 RCN2 RFC3 RIF1 ROBO1 RRM1 RRM2 SCAI SCML1 SFXN1 SGO2 SLC25A40 SLC39A14 SLC39A6 SLC44A1 SLC9A7 SLCO5A1 SMC1A SMC4 SOCS1 SOCS2 SOCS5 SOX4 SPARC SRSF10 SRSF3 SSX2IP STAR STAT1 SULF1 SYNPO2 TDG TFEC TFRC THY1 TIA1 TIGAR TM7SF3 TMEM200A TMEM38B TMPO TNFAIP6 TNFRSF10B TNFRSF9 TNFSF15 TOP2A TTF2 TTK TWSG1 TYMS U2SURP UHRF1 UNG VANGL2 VASH2 VCAN VEZT VRK2 WDHD1 WDR91 XAF1 XPO1 ZBED3 ZGRF1 ZNF121 ZNF131 ZNF180 ZNF195 ZNF260 ZNF267 ZNF286A ZNF367 ZNF431 ZNF84 ZNF92 ZNRF3 ZWINT SENGUPTA_NASOPHARYNGEAL_CARCINOMA_WITH_LMP1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_NASOPHARYNGEAL_CARCINOMA_WITH_LMP1_DN AACSP1 AADAC ABCA12 ABCA5 ABCB1 ABI3BP ACACB ACSM3 ACSS3 AHNAK2 ALPK2 ANPEP ANXA8 ARSD ART3 ASS1 BEND7 BICD1 BTNL9 C19orf33 C7 CAPNS2 CASP4LP CCDC113 CCDC190 CCDC9B CCL7 CD109 CD72 CEACAM6 CFAP70 CFB CHI3L2 CIMIP1 CLCA2 CLIC6 CMAHP CNTNAP3 COL27A1 CR2 CRABP2 CTAG1B CUL9 CWF19L2 CXCL17 CXCL5 CXCL6 DACH1 DCBLD1 DCX DEFB1 DMKN DNAJC6 DNASE1L3 DNER DOCK5 DYNLRB2 EFHB ELF5 FAM81B FAM83C FBXO2 FCRL3 FREM2 FZD8 GABRP GC GDA GFOD1 GJB2 GLYATL2 GREB1 GRIN2A GSTA1 HAS3 HRCT1 ICAM4 IGHM IL13RA2 ITGAL JAML KRT14 KRT23 KRT24 KRT4 KRT6B KRT7 LAMA1 LCN2 LINC00926 LINC01139 LINC02397 MAGEA11 MAGEA3 MAGEA4 MAMDC2 MAP1B MAP2 MCOLN3 MFAP3L MFAP5 MIR142 MMP28 MMP7 MPP7 MS4A1 MSLN MTERF2 MYBL1 NLRP7 NNMT NPY1R NQO1 NTS OLFM4 OMG PDK4 PDPN PDZK1IP1 PI3 PIGR PLP1 PRH1 PRKCB PROM1 PROS1 PRR4 PXDNL RAB40B RADX RARRES1 RDH10 RNF128 RORB RRAD S100A12 S100A7 S100A8 S100A9 S100P SCEL SCGB3A1 SERPINA1 SERPINA3 SERPINB3 SERPINB4 SERTAD4 SLC26A4 SLC4A4 SLC6A13 SLC6A14 SLC6A15 SNTN SPMIP6 SPRR1A SPRR1B SPRR2A SPRR3 ST6GALNAC5 ST8SIA1 SULT1E1 SUSD2 TCL1A TF TFCP2L1 TGFBR3 TMPRSS3 TPD52L1 TRPM8 UGT2B4 UPK1B XIST ZG16B ZNF204P ZNF322 SENGUPTA_NASOPHARYNGEAL_CARCINOMA_WITH_LMP1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SENGUPTA_NASOPHARYNGEAL_CARCINOMA_WITH_LMP1_UP ABCA17P ADA ADAMTS1 ADAMTS5 ADCY10 ADGRG2 ADGRL2 AK3 ALCAM ANG ANKRD20A1 ANKRD36B ANO1 ANXA3 APPL1 ARHGAP18 ASB17 ASB9 ASPM ATRX AVIL B3GALNT1 B4GALT6 BCL2 BCL2A1 BCLAF1 BLVRA BMP2K BOD1L1 C14orf39 C2CD4A C3orf52 C4orf46 C5orf24 CADPS CALB1 CAPN8 CAPZA2 CATSPERB CBX3 CCDC50 CCL15 CD274 CDC25A CDC42BPA CDKAL1 CEL CEP290 CEP295 CEP57 CEP76 CFH CFTR CHD4 CHRM3 CHRNA7 CHROMR CLDN18 CLIC2 CLK4 CLSTN2 CMPK2 CNR1 COX10-DT CP CPEB4 CRISP3 CROT CRYZ CSAG3 CSPP1 CTTNBP2 CXCL8 CYCS CYP4X1 CYP7B1 DCUN1D1 DDHD1 DDX17 DDX3Y DESI2 DHRS2 DHX9 DMD DNAJB14 DNAJC21 DNAJC3 DNM3 DSC2 DSC3 DYNC1I1 DYRK2 EHF EIF1AY EIF3F EIF4G1 EIF5A2 ELL2 ELSPBP1 ENPP2 ENPP4 EPHA4 EPRS1 ESCO2 ESF1 ESRG ESRRG F5 FABP4 FABP7 FAIM FAM120A FAM171B FAM98A FAM98B FAR1 FAR2 FBXW7 FLRT2 FMNL2 FNDC3B FOXA1 FOXP2 FST FXYD2 FYB2 G2E3 GALNT1 GALNT7 GATM GDF15 GHR GJB6 GNG12 GREM1 GXYLT1 HAND2-AS1 HAUS6 HBS1L HELLS HEPACAM2 HEPH HERC5 HLA-DQA1 HMGA2 HNMT HOXA9 HSP90AA1 HSP90AB1 HSP90B1 HSPA4 HSPA4L HSPD1 HYCC2 IFIT1 IFIT2 IFIT3 IGF2BP3 IGFBP5 IGLV9-49 IGSF10 IL15 ILF3 IMPACT ING3 INSYN2B IPO7 IQGAP1 IRAK3 KIT KL KLF5 KLHL13 KLHL24 KRAS KRBOX1 KYNU LACTB2 LARP6 LGALS4 LIFR LIMS1 LIN28B LINC00964 LINC01806 LINC02986 LMO7 LPAR3 LPGAT1 LPL LRP12 LSM5 LTN1 LUC7L3 LYAR LYPLA1 MACIR MALAT1 MAP3K20 MATN2 MBNL1 MBNL2 MCTP1 MCTP2 MDM2 MEGF10 MEOX2 MEST MIB1 MIR374C MIR99AHG MMP1 MMP10 MOB1A MOCOS MPPED2 MTAP MTHFD2 MUC15 MYO6 NAA15 NADK2 NAMPT NASP NBPF14 NCEH1 NDUFS1 NEAT1 NEDD1 NETO2 NEXN NKTR NORAD NPAS3 NR1D2 NRXN1 NT5DC1 OAS1 ODAM OLA1 OTX2 OXR1 PAPOLA PAPPA PARM1 PDC PDE5A PDP1 PGM5 PHACTR3 PHLDA2 PIR PKIB PKN2 PKP4 PLAG1 PLAT PMAIP1 POLR3G POPDC3 POSTN PPA2 PPIA PPIG PPM1K PRKAR2B PRKD3 PRMT3 PRRX1 PRTFDC1 PSG5 PSME4 PTAR1 PTGS2 PTHLH PTPRG-AS1 PTPRR PTX3 QSER1 RAP2A RASSF6 RBBP4 RBM25 RBM26 RBM39 RBMS3 REL RET RGS1 RIF1 RIMS2 RPE RPRD1A RSAD2 SAMD9L SAP30 SART3 SCAMP1 SCGB2A1 SDHAF3 SEC63 SEH1L SERBP1 SERPINI1 SESN3 SETD9 SF3B1 SFRP2 SFXN1 SGO2 SHISA2 SIM1 SINHCAF SLC12A2 SLC22A3 SLC25A32 SLC25A33 SLC25A36 SLC44A5 SLC7A11 SLCO1A2 SLCO4C1 SLITRK6 SMC3 SMC5 SMCHD1 SNCAIP SNHG4 SON SOX8 SPAG9 SPIB SPIC SPIN1 SPINK1 SQLE SREK1 SSBP2 ST13 SUCNR1 SULF1 SYBU SYNC SYNCRIP TALAM1 TBL1XR1 TC2N TCF4 TFAM TFEC TFG TFPI TGFB2 TGS1 THAP6 THRAP3 TMEM158 TMTC1 TNC TNFRSF11A TNFRSF11B TNFRSF19 TOP1 TOP2A TPR TRIM2 TRIM36 TRIM5 TRNT1 TRPA1 TTC14 TTC3 TWSG1 TXLNGY UBE2W UBXN4 UGT2A3 UGT8 USO1 USP1 USP16 USP18 USP37 VASH2 VPS35 VWDE WASHC4 WASL WDFY1 WDR3 WDR72 XAF1 XKR4 ZBTB10 ZC3H11A ZFY ZMAT3 ZMYM2 ZNF22 ZNF277 ZNF567 ZNF678 ZNF804A ZPLD1 SERVITJA_ISLET_HNF1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SERVITJA_ISLET_HNF1A_TARGETS_DN ACE2 ADAM32 ADH1C AKR1C4 AMBP ANKS4B ANXA4 ATP4A ATP7A BCL6B CBS CCL28 CDH8 CDHR2 CDO1 CLIC5 CLTRN COL27A1 COX6A2 CPB2 CPN1 CYP4V2 DCT DDC DPP4 ELOVL2 ENPEP ETV5 FBP1 FBP2 FFAR2 FH FOXA3 FRK FXYD3 G6PC2 GATM GC GLP1R GLUL GNG12 GOLT1A GPR137B GRTP1 HCAR2 HGFAC HNF4A HOPX HPGDS IGF1R KDM2B KIF12 KYAT3 MAPK15 ME3 MELTF MLXIPL MSH5 MTMR11 MUC4 NDUFS2 NPTX2 NR1H4 PAMR1 PCSK1 PCSK9 PDK1 PFKFB2 PFKL PFKP PGK1 PIGR PKHD1 PKLR POU3F4 PPP1R1A PRLR PROC RAB37 RNASE4 RNF186 SEMA4A SERPINA10 SFXN2 SGK2 SLC12A7 SLC26A1 SLC2A2 SLC37A4 SLC38A4 SLC40A1 SLCO1A2 SULT1C2 SULT1D1P TACR3 TAT TM4SF4 TMED6 TMPRSS2 TMPRSS4 TPI1 TRPM2 TRPM5 TTR UGT1A1 UGT2B10 UGT2B7 VIL1 VLDLR WNK4 SERVITJA_ISLET_HNF1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SERVITJA_ISLET_HNF1A_TARGETS_UP ABCC3 ACOT7 ADCY7 ADCYAP1 ADCYAP1R1 AEBP1 AKAP12 AMY2A ANXA1 ANXA2 APOE ARHGDIB ASS1 ATF3 BGN BLVRB C1QB C1QC C1S CACNA2D3 CACNG5 CAMK4 CAPG CCL15 CCN4 CDH11 CHL1 CIDEA CNN2 CNR1 COL18A1 COL3A1 COL5A2 COL6A1 CPLX1 CSF1 CTSC CXCL12 CXCL13 CYBA CYP1B1 DCLK1 DKK3 DNM1 DNM3 DPT DUSP26 EFEMP1 EFEMP2 EGR2 EGR3 ELAVL2 EPB41L2 EPHA5 FABP7 FADS3 FBN1 FGF13 FGF14 FST FSTL5 GAB1 GALK1 GAP43 GBP4 GRM7 GUCY1A1 HCN1 HLA-B HLA-DQA1 HPS1 HTRA1 ID4 IFI16 IFIT2 IFITM1 IFITM3 IRGM ITGA7 ITGB2 KCND2 KCNIP4 KLK1 LAPTM5 LGALS1 LGALS3 LY6H LYZ MAF MAP4 MCAM MEIS2 MICAL1 MMP14 MSN NDRG2 NEBL NEFL NOL3 NOTCH2 NR2F1 NRSN1 NSG2 NTM OPLAH PARP3 PCDH15 PCOLCE PHOX2B PLA2G4A PLCB4 PLXND1 PMP22 PNLIPRP2 POSTN PRKG2 PROCR PTN PTPRO PYGB RAB38 RAB6B RBFOX1 RBMS3 REST RHOC RNASE1 SCARA3 SCARF2 SDC1 SEMA4F SEPTIN4 SERPINA9 SERPINB1 SERPINE2 SERPINH1 SLC15A3 SLC16A1 SLC6A15 SMAD3 SNAI2 SNCA SNCG SOX2 SPARCL1 SPINK1 STK17B STMN2 STXBP5L SV2B SYCN SYTL3 TGFB2 TGFB3 TGM2 THBS2 THY1 TIMP2 TMEM47 TNFAIP2 TSPOAP1 UCHL1 VCAM1 VIM VIP ZFHX4 ZNF521 SERVITJA_LIVER_HNF1A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SERVITJA_LIVER_HNF1A_TARGETS_DN AASS ACP3 ADGRF1 ADH4 ADRA1B AFM AKR1C4 ALAS2 ALDH1L1 ANG APCS APOM ARHGAP26 BCO1 BDH2 BMAL1 C1R C5 C6 C8A C8B C9 CA5A CABYR CADPS2 CAMK1D CAPN10 CCNF CDH1 CELA1 CELSR1 CES3 CFH CFI CHKA CHRNA4 CLDN14 CLDN2 CLEC2D CMAHP CPB2 CRP CTSC CXCL13 CXCL9 CYP26A1 CYP2C19 CYP2J2 CYP4A22 CYP4F2 CYP4V2 CYP7B1 DACH2 DCT DDC DOCK8 DPP4 E2F8 EEF1A2 EGFR EGR1 ELOVL3 ERO1B ESR1 F11 F13B FABP1 FGF1 FGFR4 FMO5 FPGS FPR2 FRAS1 FRK FTCD GBP2 HABP2 HAO1 HES6 HOPX HRG HSD11B1 HSD17B2 HSD3B1 HSD3B2 IGF1 IGFALS IGFBP4 IL13RA1 IL1R1 IL1RAP IRGM ITIH1 KYAT1 LCP1 LECT2 LIFR LIN7A LOXL4 LY6E MAD1L1 MBL1P MCM10 MMD2 MYCN NIT2 NOX4 NR0B2 NR1H4 NRBP2 ONECUT1 P2RY13 PAH PDGFC PIGR PIP4K2B PKHD1 PLA1A PLA2G4A PLG PNPLA3 POLR3K PPARD PPP1R3C PRKD3 PRODH2 PTGDS RASSF5 RDH16 ROR1 RTP3 SAA1 SAA4 SCARA5 SCLY SERPINA1 SERPINA12 SERPINA9 SERPING1 SIGIRR SLC16A10 SLC17A3 SLC22A25 SLC22A7 SLC23A1 SLC25A45 SLC30A10 SLC37A4 SLC3A1 SLC41A2 SLCO1A2 SLCO1B3 SLCO2A1 SNTG2 SOX6 SPSB4 SYT1 TFF3 TRAM1 UBTF UGT2A3 UGT2B17 UGT2B28 UGT2B7 UGT3A2 ZKSCAN1 SERVITJA_LIVER_HNF1A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SERVITJA_LIVER_HNF1A_TARGETS_UP ABCB1 ABCC3 ABCC4 ABCD2 ACOT1 ACOT2 ACOT4 ADAMTS4 ADAMTS5 ADORA1 ADRA2A AFP AKAP12 AKR1B10 AKR1C4 ALDH3A2 ANLN ANXA2 ARHGAP18 ASNS ATP6V0D2 AURKB BUB1 CBR1 CBR3 CCNA2 CCNB1 CCNB2 CDC20 CDC42EP5 CDCA8 CDKN1C CELA3B CRAT CXCL3 CYP2A6 CYP2B6 CYP2C19 CYP4A11 CYP7A1 DBP ECT2 ELOVL6 ENC1 ESCO2 FABP2 FABP4 FGF9 FGFRL1 FMO3 GADD45B GALK1 GAS2L3 GPRC5B GSTA1 GSTA2 GSTM1 GSTT2 HMMR HTRA3 IGF2BP3 IGF2R IMPA2 KIF11 KIF20A KIF2C LEPR LGALS1 LPL LY6D LY6K MAD2L1 MAOA MAP4K4 MCM2 ME1 MGST2 MGST3 MMD MMP12 MOGAT1 MTNR1A NEK2 NLN NPNT NQO1 NTF3 OLIG1 P2RY14 PCDH20 PCTP PDK4 PER3 PLTP POR PPARG PSAT1 PTGFR PYGB RAB27A RAB30 RAB34 RACGAP1 RGS16 RGS2 RRAGD SCD SDCBP2 SEPTIN6 SERPINB1 SERPINE1 SLC20A1 SLC22A5 SLC25A4 SLC41A3 SLC51B SLC7A4 SLCO1A2 SLPI SORBS1 SPARCL1 STMN1 SULT1E1 THBS1 TM4SF4 TMEM116 TMEM181 TMEM98 TMTC2 TNFRSF12A TNFRSF19 TPX2 TRPM4 TXNIP UBE2C UCP2 WEE1 SESTO_RESPONSE_TO_UV_C0 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C0 ADM ANXA1 ARL6IP1 BAG1 BAMBI BPGM BRD2 CAMLG CDC37 CDK7 CHMP1A CITED2 CLP1 CLTA CNBP COPS2 CTR9 CXCL1 DAZAP2 DHX38 DNAJA1 DNTTIP2 DR1 DSC2 DYNLL1 EIF2B1 EIF2S1 EIF4A3 EIF4G2 EIF5 ELOC ERBB3 GDF15 GNAI1 GSK3A GTF2A2 GTF2B H3-3A HARS1 HCCS HMOX1 HNRNPH2 HSPA1A HSPH1 IL1R2 IL1RN ISCU KPNA2 KPNA4 LSR M6PR MCFD2 MRPL49 NCBP2 NDUFA4 NEU1 NFKBIA PCNA PGRMC1 PKP1 PNP POLR2A POLR2K PPIF PPP1CC PPP2CB PRNP PRSS8 PSG7 PSMA3 PSMA4 PSMD6 PTP4A1 QSOX1 RAB21 RBM4 RIT1 RNF113A RPS27 RRAGA SAA1 SAP18 SERPINB4 SET SLC39A6 SON SP3 SPRR2C SQSTM1 SSX2 TACSTD2 TAF7 TAF9 TAP1 TCP1 TFPI2 TFRC TPMT TRAF4 TRAF6 TRAM1 TRIM26 TUBA1A UBE2V2 USP10 WTAP XPC YWHAH ZFP36 SESTO_RESPONSE_TO_UV_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C1 ATP1B1 ATP6V1B2 BNIP3 C11orf58 CAPRIN1 CCN1 CCN2 CDKN1A CNN3 COPS8 CRYAB CSNK2A1 CSNK2B CST6 DDX1 DUSP5 EIF4H EMP1 EOLA1 ETF1 FAM50A GALNT3 GLUL GPX2 GSPT1 HDAC1 HSP90AA1 IER2 IFIT1 KCNK1 KRT18 LCN2 MAP2K3 MAPK6 MFAP1 NAMPT OCLNP1 PEA15 PIAS1 PIM1 PPP2CA PPP2R2A PSMA5 PSMA6 PSMC1 PSMC2 PSMC6 RAB5IF RNF4 S100A7 SAA2 SAFB SERPINB2 SLC31A2 SNRPA1 SOD2 SPAG1 SPRR2A SPRR2D SPRR2E SRSF2 SULT2B1 TBCC TGM1 TJP2 TM4SF1 TNFAIP3 TNIP1 TSG101 UBE2D2 UBE2G1 UBE2I UBXN4 VDAC2 SESTO_RESPONSE_TO_UV_C2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C2 ANXA3 ATP13A3 CCNG1 CTDSP2 CTPS1 CUL3 CXADR DUSP4 ELL2 EMP1 ERBB3 F3 FAT1 FNTA GCLC GFUS HIF1A HNRNPK HNRNPU IFNGR2 JAG1 KANK1 KAT6A KIF5B MAP1A MORC3 NR3C1 NRIP1 OAS1 PCMT1 PLSCR1 PSMD14 PSME4 PTPN12 RAD21 RAF1 SLC6A14 SRPK2 SRSF4 STXBP3 TFAP2A TIAL1 TJP1 TOP1 TRIP10 UBE2H UGCG USP11 WIPF2 XPO1 YY1 ZKSCAN1 ZNF146 ZNF185 SESTO_RESPONSE_TO_UV_C3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C3 ATF3 ATP6V0D1 BRD2 CXCL8 CYCS DUSP1 EIF2S1 H2AC18 H2AX H2BC21 HBEGF HSPA1B IER3 IL1B MAD2L1BP MYD88 PHLDA2 PMAIP1 PTGS2 RND3 SOX9 TAX1BP3 SESTO_RESPONSE_TO_UV_C4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C4 ABCD3 ALDH1A3 ATP12A CD9 CDK5 DDX39A DGKA EFR3A ISG15 IVL LY6D MPRIP NMT1 PREP RAD23B SNRPA SNRPD3 SRSF9 TNFRSF1A TYMS SESTO_RESPONSE_TO_UV_C5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C5 ABCC1 ABLIM1 CBFB CKAP5 CLINT1 CLIP1 EIF2AK2 EPS15 EXT1 FAM120A GSK3B GTF3C2 HES1 HMGA2 IQGAP1 ITGB4 JAG1 LDLR MCL1 METAP1 MME MYC NCOR2 NFE2L2 PAFAH1B1 PBX3 PIK3R4 PKN2 PPP4R1 PUM1 RAB2A RASA1 RBBP8 RCOR1 SDC4 SHB SLK SREBF1 STAT1 TGFBR2 TIAM1 TLK1 VGLL4 WWP1 YES1 ZNF148 SESTO_RESPONSE_TO_UV_C6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C6 ACAT1 ACO2 ACY1 ARL4A ATF4 ATXN10 CALB2 CD99 CELSR2 CKS1B COMMD1 CYB5A DHCR24 DUT ECH1 FDPS GADD45A GALE H1-10 HMGN2 HNRNPA1 ITGB5 JUND MMP9 POLD2 PTGR1 PTGS1 PYGL RBP1 RGS2 RRAS SEPTIN2 SND1 STK25 TGFBI TNC TPBG TSC22D1 XRCC6 SESTO_RESPONSE_TO_UV_C7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C7 AARS1 ACSL1 ADK AKR1A1 AKR1C1 ALDH3B2 ASNS ASS1 ATIC ATP1B3 BLVRA CBR1 CDC20 CDC25B CDKN3 CEBPD CIRBP CKAP4 CRABP2 CTSC EPHX2 ESD ETV2 EXOSC7 FGFBP1 GSN H19 HMGB1 HNRNPA2B1 HSD17B4 HSPA5 IDH2 IFITM1 ITGA6 ITGB1 LGALS1 LIF MALL MLH1 MMP1 MMP10 MT1E MT1X MTHFD1 NCAPD2 ODC1 PAM PCDHGC3 PCK2 PCLAF PGD PLA2G4A PLCD1 PLP2 PPIB PRCP PTMA RPL3 RSU1 SDC1 SLC1A5 SRD5A1 STMN1 TCN1 TK1 TPP1 UBE2C VSNL1 XBP1 YARS1 SESTO_RESPONSE_TO_UV_C8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SESTO_RESPONSE_TO_UV_C8 ALCAM ALDH9A1 APP BRD3 CCND2 COL17A1 COL5A2 CSNK2A2 CTNNA1 CYFIP1 DSC1 DST EPHA4 EPRS1 FASN FBN2 FDFT1 FGFR3 FHL1 FLNB FXR1 GJB2 GLB1 GLG1 GTF2I HK1 ID3 IL4R ITGA3 ITPK1 KIFAP3 LAMA3 LAMB1 LTBP1 ME1 MRPS27 MT2A MTHFD2 MYC MYH10 PFKP PFN2 PGM1 PON2 PPP2R5A PPP3CA PRDX6 PTPRF PTPRK PTPRZ1 PUDP R3HDM1 REEP5 RFC1 SCRN1 SDHA SEMA3C SEPTIN8 SERPINE1 SLC2A1 SLC7A5 SORL1 ST6GALNAC2 STK3 THBS2 TMED10 TMEM131 TNFSF10 TOMM20 TTC3 VEGFA SETLUR_PROSTATE_CANCER_TMPRSS2_ERG_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SETLUR_PROSTATE_CANCER_TMPRSS2_ERG_FUSION_DN AADAC ADH5 ALOX15B AMELX AQP2 CCR1 CSDC2 FOXF2 GRK1 HPS1 ITGAD KLHL21 MPPED2 NEUROD1 PNLIPRP2 PROM1 RAB27A RGS7 TMT1A TRO SETLUR_PROSTATE_CANCER_TMPRSS2_ERG_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SETLUR_PROSTATE_CANCER_TMPRSS2_ERG_FUSION_UP ABCC8 ALDH18A1 AMPD3 ARHGAP29 ARHGDIB ASAP2 BAG5 BMPR1B CACNA1D CADPS CDK14 COL9A2 CPSF6 CRISP3 DBN1 ECE1 EIF4G3 EIF5 ERG GHR GP1BB HDAC1 KCNN2 KHDRBS3 KLC1 LRP1 MAP2K5 MAP3K5 MAP7 MLXIP MOK MTA1 MYO6 NCOA1 NDUFS5 OCLN PCDHGB7 PDE9A PEX10 PGD PLA2G7 PRKAR1B PSMD13 PTK7 PTPRK RAB30 RFX1 RGS10 RPP38 SAFB SEPTIN9 SH3YL1 SIPA1L1 SMARCD1 SNRPB2 SUSD6 TBP TFDP1 THUMPD1 TLE1 TPP2 TWIST1 UBE2G1 UGDH XRCC5 ZMYND8 ZNF3 SHAFFER_IRF4_MULTIPLE_MYELOMA_PROGRAM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_MULTIPLE_MYELOMA_PROGRAM AMPD1 B4GAT1 C11orf24 CANX CASP3 CCNC CDK6 CDKN1B CFLAR DDR2 DENND2C DUSP5 E2F5 ELL2 FBXO16 GFPT1 IRF4 ISG20 ITGB7 MAN2A1 MYC NFIL3 P4HA1 PAM PHKA1 PIM2 PRDM1 SCD SLAMF7 SLC37A4 STAG2 SUB1 TNFAIP3 TNFRSF17 TUFT1 UAP1 SHAFFER_IRF4_TARGETS_IN_ACTIVATED_B_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_TARGETS_IN_ACTIVATED_B_LYMPHOCYTE ACP1 ADGRE5 AHCY ALDOC ATP5F1D AURKA B3GNT2 BCL2 BMI1 BMP6 BSPRY CANX CASP3 CAV1 CCL3 CCNC CFLAR CTH CYCS CYP51A1 EIF2S2 ELL2 FADS1 FDFT1 GARS1 GART GFOD1 GID4 GNG10 GNPDA1 GOLGA7 GRSF1 GTF2IRD1 HILPDA HIVEP2 HK2 HMBS HMGCR IDH1 INSIG1 IRF4 KRAS KTN1 LDHA LDLR LONP1 MARS1 ME2 MSMO1 MVK MYC NDRG1 OSBPL8 PAICS PAM PGK1 PNP PRPF40A RIN2 RPP30 SCD SEPTIN11 SERF1A SLAMF7 SLC31A1 SLC3A2 SNX9 SQLE SRPK1 ST3GAL1 TAGLN2 TBC1D8 TERT TIMP2 TNFRSF12A UAP1 UCK2 VDAC1 VEGFA XPOT YARS1 SHAFFER_IRF4_TARGETS_IN_ACTIVATED_DENDRITIC_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_TARGETS_IN_ACTIVATED_DENDRITIC_CELL ANKZF1 APOBEC3B ATRX AURKA B3GNT2 BMI1 BSPRY C11orf24 CANX CASP3 CAV1 CD38 CDT1 DDHD2 DNAJB9 DUSP5 E2F5 ELL2 FADS1 FHL1 FKBP11 GFPT1 GID4 GLDC GLS GNG7 GTF2IRD1 HIVEP2 HMMR HSP90B1 IRF4 ISG20 ITGB7 MARS1 MNAT1 MSMO1 MYB NSD2 PAICS PDIA4 PDS5A PIM2 PPP1R2 PRDM1 PRR7 RAB30 SEC61A2 SEPTIN11 SETBP1 SIRT3 SLAMF7 SLC38A2 SSR1 ST6GAL1 SUB1 TAF9B TCERG1 TNFAIP3 TNFRSF17 TRAM1 TXNDC5 UAP1 UBE2J1 UCK2 UNG SHAFFER_IRF4_TARGETS_IN_MYELOMA_VS_MATURE_B_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_TARGETS_IN_MYELOMA_VS_MATURE_B_LYMPHOCYTE ACP1 ADGRE5 AHCY AMPD1 APOBEC3B ATF3 ATF4 ATP5F1D B3GNT2 BCKDHA BCL2L2 BMI1 BMP6 BSPRY C11orf24 CANX CASP3 CAV1 CCL3 CCNC CCPG1 CD38 CFLAR CYCS CYP51A1 DDIT3 DNAJB9 DNAJC10 DUSP5 EIF2S2 ELL F12 FHL1 FKBP11 GAA GARS1 GFPT1 GNG7 GRSF1 HDAC5 HMBS HSP90AA1 HSP90B1 HSPB1 ISG20 ITGA4 KRAS LDHA LDLR LDLRAP1 MAN2A1 MARS1 MPZL1 MXI1 MYC NAMPT NDRG1 NFIL3 NR4A1 P4HA1 PABPC4 PAICS PAM PDIA4 PDK1 PDS5A PGK1 PIM2 PIP5K1B PNP PPP1R2 PPP2R5C PRDM1 SEC62 SLAMF7 SLC31A1 SLC37A4 SLC38A2 SLC3A2 SORT1 SPATS2 SSR1 SUB1 SUMO1 TIMP2 TM9SF4 TNFAIP3 TNFRSF17 TRAM1 TUFT1 TXNDC5 UAP1 UBE2B UBE2H UBE2J1 UCK2 VDAC1 XPOT YARS1 YES1 ZFP36 SHAFFER_IRF4_TARGETS_IN_PLASMA_CELL_VS_MATURE_B_LYMPHOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHAFFER_IRF4_TARGETS_IN_PLASMA_CELL_VS_MATURE_B_LYMPHOCYTE ACP1 AGPAT2 AMPD1 APOBEC3B ATF3 ATF4 AVPI1 B3GNT2 BMI1 BMP6 BSPRY C11orf24 CANX CASP3 CAV1 CCL3 CCPG1 CD38 CFLAR DDIT3 DNAJB5 DNAJB9 DUSP5 ELL2 F12 FKBP11 FZD2 GFPT1 HSP90B1 HSPB1 IRF4 ITPKA KRAS LDLR MAN2A1 NAMPT NDRG1 NFIL3 NR4A1 PABPC4 PAM PCYT1B PDIA4 PDK1 PIM2 PRDM1 SLAMF7 SLC12A4 SLC3A2 SORT1 SPATS2 SSR1 SUB1 TERT TIMP2 TM9SF4 TNFAIP3 TNFRSF12A TNFRSF17 TRAM1 TUFT1 TXNDC5 UAP1 UBE2J1 UCK2 VEGFA ZFP36 SHANK_TAL1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHANK_TAL1_TARGETS_DN BCL2 BCL2L1 CD4 CD5 CD6 ID2 PTCRA RAG1 RAG2 RORC SHARMA_ASTROCYTOMA_WITH_NF1_SYNDROM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHARMA_ASTROCYTOMA_WITH_NF1_SYNDROM ADGRV1 CLEC3B MAP3K7CL SLC1A3 STN1 SHARMA_PILOCYTIC_ASTROCYTOMA_LOCATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHARMA_PILOCYTIC_ASTROCYTOMA_LOCATION_DN CBS CCDC140 DENND5A IRX2 IRX5 PAX3 RASSF2 SHARMA_PILOCYTIC_ASTROCYTOMA_LOCATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHARMA_PILOCYTIC_ASTROCYTOMA_LOCATION_UP ADGRV1 APOBEC3G ARL1 C14orf39 CASP7 CMTR2 DOCK7 GPC6 LHX2 LUM LY96 MICB MSR1 NR2E1 PSMD12 RARB SBNO1 SGMS2 SIX1 SIX3 SIX6 SLC38A6 TIFA TRUB1 TTC9 ZFHX4 ZNF140 SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A12 ABCA12 ABCC3 ACRV1 ADAMDEC1 ADCY9 ADGRD2 ADGRG6 ADORA2A ADORA3 ALAS2 AMN ANKRD36B AOX1 APOA2 APOBEC3F AQP6 ARHGAP17 ARHGAP45 ARTN ASCL3 ATF5 ATP2A3 ATP6V0A1 BASP1 BBIP1 BBOX1 BCL2 BRME1 BTG2 C1QL1 C1RL C21orf91 CACNA1A CACNA1F CAMKMT CCND2 CD180 CD19 CD300A CD38 CD79A CDC42EP2 CENPT CEP135 CFB CHST11 CHST2 CMA1 CNR1 COL9A3 COMMD3 CPLX3 CRADD CRISP1 CRYBB3 CSH1 CSNK2A1 CYBA CYP2E1 CYTIP DAZ1 DCAF1 DCAKD DENND5B DERL1 DIP2C DIPK1A DKFZP434A062 DLG4 DLL3 DMXL2 DNAJB9 DNAJC1 DPYSL4 DRD4 DTNB-AS1 DTX3 EAF2 EFEMP2 ELF5 ENDOU EPS15L1 ERP44 FAM30A FCRL2 FER1L4 FFAR2 FGF12 FKBP11 FKBP1B FRMD1 GABRR1 GAS8-AS1 GAST GATA2 GCKR GH1 GJA3 GJD2 GPER1 GPR31 GRWD1 GUSBP11 GZMB HERPUD1 HES2 HGH1 HPD HSF2BP HSPA13 ICAM2 ICAM3 IDH3A IFNA10 IFNAR2 IFT70A IGHA1 IGHD IGHG1 IGHM IGHV1-69 IGHV3-20 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-47 IGHV3-7 IGHV3-72 IGHV3-73 IGHV4-34 IGHV4-61 IGKC IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLL3P IGLV3-19 IL5RA IRAK3 IRAK4 IRF4 ISG20 ISOC2 ITFG2 ITGB4 ITIH3 ITM2C JCHAIN KAT6B KCNJ14 KCNJ4 KCNN3 KIR3DL2 KIZ KLK6 KRT81 L1CAM LAX1 LDOC1 LIME1 LRRC36 LRRC41 LZTS1 MAGOH2P MANF MAP2K7 MAST1 MAVS MBD2 MED1 MED13L MGAT2 MMP14 MRPS31 MSX2 MYL10 N4BP1 NANS NCK1 NCR1 NCR3 NEBL NEU2 NF1 NLE1 NMNAT2 NOS1 NPEPL1 NPPC NR1I2 NSG1 NXPH3 NXPH4 OGDHL OGFRL1 ORAI2 OXCT1 PAK3 PAOX PAX5 PCYT1B PDK1 PGLYRP1 PIM2 PLA2G2A PLXDC1 PNOC POU2AF1 PPBPP2 PPT2 PPY PRDM1 PRDX4 PRMT2 PROZ PTGDR2 PTPN2 RAB26 RABAC1 RFPL3 RHAG RHOH RHOQ RMDN1 RRP9 RYBP SAA1 SAA3P SCT SEC14L1 SEC14L4 SEC24A SEL1L SEL1L3 SERPINB3 SERPINB4 SH3BP2 SH3D21 SIGLEC5 SKAP1 SLAMF7 SLC12A3 SLC1A1 SLC1A4 SLC22A2 SLC26A4 SLC2A5 SLC35E3 SLC38A7 SLC43A1 SLC6A13 SMIM27 SNN SOD2 SOX10 SOX14 SPAG4 SPANXA1 SPATS2L SPCS3 SPPL2B SRF SRRM1 SSR3 SSR4 SSX2 ST6GAL1 STXBP6 TAPBPL TCL1A TCL1B TCP10L TCP11L1 TENT5C TFAP2A THEMIS2 THRA TMCO3 TNFRSF17 TNFRSF6B TNIP3 TP63 TPP1 TPSG1 TRAM2 TRAPPC9 TRBV16 TRGC1 TRGV5P TRIM26 TRIM31 TTLL4 TXNDC15 TXNDC5 UBE2J1 UMOD VCPIP1 VPREB1 VPS13D WBP11 WBP4 YWHAH-AS1 ZBP1 ZBTB25 ZC3H13 ZER1 ZFYVE9 ZNF215 ZNF419 ZNF473 ZSWIM8-AS1 SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A4 AASS ABCA3 ABCA4 ABCC6 ADCY7 ADGRF5 AHCYL2 AK1 ALDH3B1 ALDH5A1 ALDH8A1 ALOX15B APLP2 APOD AQP3 AQP4 ARHGEF10 ARMC9 ARRB1 ATP11A ATP2B4 ATP8A1 ATXN2 ATXN7 BLVRA BMP3 BTG3 C1orf116 CACNB1 CAMTA2 CAPN2 CAVIN2 CCNJL CD55 CDC42BPA CDKL2 CDS1 CEACAM8 CEBPD CEP112 CFAP410 CHAT CHTOP CISH CITED2 CLOCK CPM CYB5A CYP2B6 CYP2B7P DAAM2 DLC1 DLEC1 DPY19L1 DUSP1 EDEM1 EFEMP1 ELK3 EN2 EPB41L1 EPHX1 EPHX3 ERBB2 ESR1 EVPL FAM13A FAM184A FBP1 FGF4 FHOD1 FMO5 FOLR1 FTH1 FYCO1 GALNT11 GEM GGCX GLS GNA14 GON4L GPD1L GPR39 GPRC5A HAUS4 HDAC5 HOPX HSD17B11 HSPB8 ICAM1 ICAM4 ICAM5 IL27RA IL6R INPPL1 ITPKA KCNS3 KLHDC10 KLHL20 LARP4B LIMCH1 LMO3 LPCAT1 LPIN2 LRRC20 LTA4H LTK LUZP4 MALL MAOA MAP1LC3C MAP3K6 MBIP ME3 MEGF9 MEIS3P1 MR1 NAB2 NAV2 NDNF NEDD4L NEDD9 NFKBIA NINJ2 NKX2-1 NOS3 NOTCH2NLA NPR1 NR3C1 PARM1 PBXIP1 PELI1 PER1 PIAS3 PIGA PLS3 PMM1 PON1 PON2 PON3 PPP2R3A PRKCD PSG3 PSG4 QKI RAB27A RAB38 RANBP17 RAPGEF2 RASA4 RBPMS REL RHOBTB2 RIMS3 RO60 RPS6KA2 RUFY3 S100A13 SCEL SCRN1 SEC24D SFTPA2 SFTPB SFTPD SGSM2 SLC16A4 SLC25A16 SLC34A2 SLC39A8 SLC7A10 SMARCD3 SPIDR SPINK2 SPTB ST3GAL5 STBD1 STEAP4 SYNE1 TIPARP TLE2 TMEM243 TNS2 TRIM2 TTC19 UBAP1 UBAP2L UNC13B UNC93B1 VAMP5 WNK1 WSB1 XAGE1B ZBTB16 ZER1 ZFAND5 ZNF254 ZNF451 ZNF750 SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEDDEN_LUNG_CANCER_GOOD_SURVIVAL_A5 ADGRL1 ADGRL3 ANKS1A AP1M2 ARHGEF18 ARID3A ARID4A ARMCX5 ASIC3 CA10 CD2BP2 CDIP1 CDK16 CERS4 CHERP DCAF15 DHRS2 DLX4 DNAJB1 DNAJB2 EFS EPOR F11R FBRS FZR1 GGA2 GNA11 HAUS5 HOOK2 KDM4B KLHL26 L3MBTL1 LCMT1 MKNK2 NPIPB3 NR2F6 OTUD3 PDK2 PGAP1 PKP4 PLPPR2 RALGAPA1P1 RANBP3 RIPK4 RTN2 RUFY3 SEZ6L2 SHC2 SIN3B SLC25A23 SLC29A1 SMARCA4 SMIM7 SYT17 TLE2 TSN VSIG10 WDR33 XAB2 YIPF2 ZFP37 ZNF177 ZNF34 ZNF358 ZNF443 ZNF444 ZNF518A ZNF562 ZSCAN18 SHEDDEN_LUNG_CANCER_POOR_SURVIVAL_A6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEDDEN_LUNG_CANCER_POOR_SURVIVAL_A6 ACD ACOT7 ACP1 ACTR3 ADM ADRM1 AFP AGMAT AGPAT5 AK4 ANGPT2 ANKLE2 AP2B1 AP2S1 APOBEC3B ARFGEF2 ARL4D ARPP19 ARTN ASPM ATAD2 ATG5 ATP2B1 AURKA AURKB BIRC5 BPNT2 BRCA2 BRIP1 BUB1 BUB1B BUB3 C6orf120 CAD CALM3 CARHSP1 CBS CBX5 CCDC59 CCDC93 CCL7 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CCT5 CD70 CDC20 CDC25A CDC25C CDC27 CDC45 CDC6 CDC7 CDCA3 CDCA8 CDK1 CDK5R1 CDKN2A CDKN2C CDKN2D CDKN3 CDT1 CDYL CENPA CENPE CENPF CENPI CENPM CENPN CENPQ CENPU CEP43 CEP55 CHEK1 CHRNA5 CIAO1 CKAP2 CKS2 CLPB CMAS CMC2 CNOT9 COL2A1 COMMD8 CORT CPT1A CSE1L CSNK1D CTSV DARS1 DBF4 DCK DDA1 DENND1A DEPDC1 DGUOK DLGAP5 DNA2 DNAJA1 DNAJC9 DNM1L DR1 DSN1 DSP DTL DTYMK DUSP9 E2F8 EGLN3 EIF3JP1 EIF4A3 EIF4E2 EIF4EBP1 EIF5B EIPR1 ELOVL4 ELOVL6 ENPP1 ERCC6L ERN1 ERO1A ESM1 EXO1 EXOSC2 EZH2 F12 FAM216A FANCA FANCI FBXO11 FBXO5 FCHO1 FIP1L1 FKBP4 FOXG1 FOXM1 FUT9 GABPB1 GAPDH GCFC2 GCH1 GGH GINS1 GINS2 GINS3 GINS4 GLMN GMFB GNAI3 GNAS GOLT1B GPD2 GPR19 GPR37 GPSM2 GSS GTSE1 H2AX H2AZ1 H2BC9 HAT1 HAUS3 HBS1L HCCS HDAC2 HDGFL3 HELLS HEXIM1 HJURP HK2 HMGA1 HMGB2 HMMR IGF2BP3 IL18RAP IL1RAP IL2RA INTS13 IPO5 ITCH JPT1 KAZALD1 KCTD5 KIF11 KIF14 KIF15 KIF18A KIF18B KIF20A KIF23 KIF2A KIF2C KIF4A KLC1 KLRC1 KMT5AP1 KNTC1 KPNA2 KRR1 KRT8P11 KRT8P17 LDHB LDHC LMNB1 LRFN4 LRIF1 LRPPRC LSM4 MAD2L1 MAGEA3 MAGOHB MAP6D1 MAPKAPK5 MCM10 MCM4 MCM5 MCM6 MED8 MELK MEMO1 MFSD12 MIF MKI67 MMP12 MOB1A MPHOSPH9 MRGBP MRPL12 MRPL13 MRPL19 MRPL42 MSH6 MTCH2 MTF2 MTHFD2 MTIF2 MTPAP MUC16 MYBL1 MYBL2 MYO7A NAA50 NAB1 NABP2 NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCBP1 NDC80 NDUFA9 NEIL3 NEK2 NEMP1 NETO2 NME1 NMU NOLC1 NRAS NSD2 NTAQ1 NUDT3 NUP210 NUP37 NUP62 NUSAP1 OIP5 OR7E12P ORC1 PA2G4 PAICS PARPBP PAWR PAX8 PBK PCLAF PCMT1 PCNA PDCD2 PFKP PFN2 PGK1 PGM3 PHF10 PHTF2 PIMREG PITX1 PKM PKP2 PLIN2 PLK4 PLOD2 PMAIP1 PNKP PNP POLE2 POLR3G POMT2 PPARD PPAT PPFIA1 PPIAP21 PPID PPIF PPM1G PPP2R3C PRC1 PRIM1 PRIM2 PRKAA2 PRKDC PRMT1 PRPS1 PRR7 PSAT1 PSMA5 PSMA7 PSMB2 PSMD12 PSME3 PSRC1 PTBP3 PTTG1 PTTG2 PTTG3P PVR PYGL QSER1 R3HDM1 RAB22A RACGAP1 RAD51AP1 RAD54L RALA RAN RASAL2 RBL1 RC3H2 RECQL RECQL4 RFC2 RFC3 RFC4 RGS20 RIF1 RIPK2 RNMT RPP25 RRM2 RTCA RUVBL2 SAP30 SAR1A SCD SEC23A SEMA3A SEPHS1 SFXN1 SHCBP1 SKA1 SLBP SLC16A1 SLC16A3 SLC25A10 SLC2A1 SLC38A1 SLC7A5 SLC9A2 SMC2 SMC6 SMG1P5 SMNDC1 SNCG SNRPA1 SNRPB SNX6 SNX7 SOD2 SPAG5 SPC25 SRD5A1 SRM SS18 SSX2IP STC1 STC2 STEAP1B STMN1 STRN4 SYNCRIP SZRD1 TACC3 TAF7L TBC1D31 TBRG4 TCP1 TEAD4 TEX30 TFDP1 TFG TFPT THOP1 TIMM8A TK1 TMEFF1 TMEM38B TNNT1 TOMM40 TOP2A TPRKB TPX2 TRIP13 TROAP TSR1 TTF2 TTK TUBA3C TUBA3E TUBA4A TUBA4B TUBG1 TWF1 TWSG1 TYMS UBA6 UBAC1 UBE2C UBE2D1 UBE2K UBE2N UBE2S UBE2V1 UBE2V2 UGT8 VANGL1 VEGFA VRK2 WAPL WARS1 WASF1 WDHD1 WDR43 WDR62 WDR76 XPNPEP1 XRCC3 YEATS2 YEATS4 YKT6 YME1L1 ZNF248 ZSCAN5A ZWILCH ZWINT SHEN_SMARCA2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEN_SMARCA2_TARGETS_DN ABCC2 ACR ACTL8 ADAM5 ADCY6 ADD2 ADD3-AS1 ADGRE3 ADRA2B AIPL1 ALAS2 ALDH3B1 ALDOB ALLC ALPP AMBN AMHR2 ANO2 AP4S1 APOBEC1 AQP5 AQP6 AQP8 ARSF ASIC4 ATP10B ATXN8OS B3GNT4 BCAN BIRC5 BMP1 BMP10 BMP7 BPY2 BTG2-DT BTNL3 C15orf39 C3 C6orf15 CA12 CA7 CA9 CACNG3 CALB2 CAMK2A CAMK2B CAMKV CATSPERZ CBL CCDC9 CCKAR CCL16 CCNF CCNK CCNT1 CCZ1 CD22 CD82 CDH18 CDK5R1 CEACAM3 CENPA CENPI CFP CHRM2 CHRM5 CHRNA3 CHRND CHST12 CIBAR1 CLCF1 CLCN1 CLCNKA CNGB3 CNTN2 COA7 COL11A2 CPNE7 CPSF1 CRCP CRYGB CSNK1D CTXND1 CYP11A1 CYP11B2 CYP17A1 CYP21A2 CYP2A6 CYP2C9 CYP2D7 CYP3A4 CYTH4 DAO DCT DDN DGCR5 DIAPH1 DLX4 DNAJA1P4 DPF1 DPPA4 DRD2 DSCAM E2F1 E2F4 EDIL3-DT EFNB3 EGR4 ENDOU ENOX2 EPX ERN2 ESPL1 ETV3 FABP7 FAM153A FASLG FBLN1 FBXO31 FGA FGB FGF1 FGF23 FLRT1 FOLR1 FOXA2 FSHB FUT2 FUT3 G6PC2 GABBR2 GABRA1 GABRD GABRG2 GABRR2 GCM1 GCNT4 GDF5 GHRHR GJA8 GJD2 GLP1R GLRA1 GNL3L GNRH2 GOLGA2 GPR12 GPR21 GPR3 GPR31 GPR75 GRK2 GYPA HK2-DT HLA-DOA HOXB5 HSF2BP HTR4 HTR6 HYAL4 ICOSLG IFNA4 IGHE IKBKE IL11 IL18BP IL1RN IL36A INE1 INKA2 IRF4 IVL KALRN KCNJ10 KCNJ4 KCNK10 KHSRP KIR2DS3 KIR3DL2 KIR3DL3 KLHDC8A KMO KRT85 LBP LILRA1 LILRA4 LILRB3 LINC00652 LINC01711 LINC02809 LIPC LTA LZTS1 MAGEA10 MAP1A MAP3K19 MAT1A MC2R MEPE MIER2 MIR124-1HG MMP19 MTMR8 MYBL2 MYH13 MYT1 NECTIN1 NFATC1 NHLH1 NLRP3 NNAT NOCT NOX1 NOX5 NPHP1 NPPA NPY2R NR0B2 NR6A1 OPRM1 OR1D2 OR3A3 OR7C2 OSBP2 PADI1 PADI4 PAPOLG PAX4 PAX5 PBX3-DT PDE6A PDE6G PDGFB PDPK1 PHF24 PIAS1 PLEK POU2F2 PPP1R14D PRDM14 PRDM16 PREX2 PROP1 PRORY PRSS3P3 PRX PRY PSORS1C2 PTCRA PVT1 RAB3IL1 RBPJL REEP2 RGR RHBDD3 RHO RNASE2CP RPL13P5 RSPH6A RUNDC3A RUNX1 RUNX2 S1PR4 SCN2A SCN4A SEMA6B SEPTIN4 SIGLEC7 SIT1 SLC14A2 SLC1A2 SLC1A7 SLC24A2 SLC28A1 SLC6A13 SLC7A10 SMAD5-AS1 SMR3B SNAI1 SOCS7 SOX10 SOX21 SPANXA1 SPTB SPTBN5 SSX3 SULT1B1 TAS2R1 TAS2R16 TBX6 TCL6 TCP10L3 TESHL TEX13B TEX15 TF TG TLR6 TLX1 TM4SF5 TMPRSS15 TNF TNFAIP2 TNFSF8 TNR TP53TG5 TREM1 TRGV3 TRMT61A TROAP TSHZ2 TSPY2 TTTY2 TYR UPK2 USH1C USP29 VDR VRTN WNT10B WNT8B XPNPEP2 SHEN_SMARCA2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEN_SMARCA2_TARGETS_UP AASDHPPT ABI1 ACTR10 ACTR3 ACVR1 ADSS2 AGGF1 AKAP11 AKTIP AMZ2 ANGEL2 ANKHD1 ANKMY2 ANKRD17 ANP32A ANXA7 AP5M1 APC APOOL APPBP2 ARFGEF2 ARFIP1 ARHGAP29 ARHGAP5 ARID4B ARMC8 ARMT1 ATF1 ATG3 ATMIN ATP5PO ATP6AP2 ATP6V0E1 ATRX ATXN1 BAZ2B BBIP1 BCLAF1 BEX4 BLTP1 BTBD3 BUB3 C11orf58 C6orf120 CALCOCO2 CAMSAP1 CAND1 CAPN7 CAPZA2 CAST CBX1 CCDC90B CD59 CDC23 CDKN1B CENPC CEP350 CEP57 CETN3 CHMP3 CHMP5 CHTOP CLINT1 CNBP COMMD10 COPS2 COPS4 COPS8 CREBZF CREG1 CRYZL1 CSE1L CTCF CTNNA1 CTR9 CUL2 CUL4A CUL4B CUL5 DAZAP2 DCAF6 DCP2 DCTN4 DDX1 DDX46 DEK DENND4C DERA DHX29 DLG1 DPF2 DPM1 EAPP ECPAS EED EFCAB14 EID1 EIF2AK2 ELMO2 ELP1 ERCC3 EXOC1 FAM168A FAM200C FBXL5 FBXO11 FBXO28 FBXO3 FBXW11 FBXW2 FEM1B FEM1C FMR1 FTO GARRE1 GBE1 GIN1 GLOD4 GMPR2 GNAQ GTF2H5 GTF3C3 GYG1 H2AZ2 HAT1 HERC2 HIBCH HIPK1 HLTF HMG20A HMGN4 HNMT HNRNPA3 HNRNPA3P1 HNRNPH2 HNRNPH3 HSDL2 HTATSF1 IDE IDS INSIG2 ISCA1 ISCU ITFG1 ITSN2 KANK1 KDM3B KIDINS220 KIFAP3 KIFBP KLHDC2 KRCC1 KRIT1 KTN1 LANCL1 LAPTM4A LARP7 LEPROT LGALS8 LIMCH1 LMBRD1 LSM14A LUC7L3 MACF1 MAP4K3 MAP4K5 MAPK9 MARCHF7 MARF1 MATR3 MBD4 MECP2 MED14 MED21 MED4 MED7 METTL5 MFSD6 MKKS MLH1 MOB4 MOCS2 MORF4L1 MRFAP1L1 MRPS14 MRS2 MRTFB MTO1 NAB1 NAP1L2 NBR1 NCKAP1 NCOA1 NCOA6 NCOR1 NDFIP1 NDUFB6 NEK7 NEMF NF1 NFU1 NFYB NFYC NHLRC2 NNT NOL7 NPEPPS NPTN NSFL1C NSMCE4A NUDT21 NUMB NUP133 ORC4 OSBPL1A OSBPL8 OSTM1 PAFAH1B1 PAIP1 PANK3 PCMT1 PCMTD2 PCNP PDCL3 PDHB PEX11B PEX19 PEX3 PHF3 PHKB PIBF1 PJA2 PKN2 PKP4 POLR2M PON2 PPP1R2 PPP1R3D PPP2R5C PPWD1 PREPL PRKAR1A PRKD1 PRKD3 PRKRA PRPF38B PSMC6 PSMD12 PSMF1 PSMG2 PTPN11 PUM2 PURA RAB14 RAB1A RAB21 RAB22A RAB23 RAB28 RAB2A RAB40B RAB4A RAB6A RAB7A RABGAP1 RAF1 RALB RALGAPB RASA1 RB1 RBM22 RBM34 RBM48 RBPJ RCOR3 RDH14 RDX REV1 RHOT1 RIOK3 RMND5A RNF114 RNF130 RNF14 RNF146 RNF38 RO60 ROCK1 RPA1 RPRD1A RSBN1 RSRC2 RWDD3 RYK SCAF8 SCAPER SCFD1 SDHD SEC23IP SEC24B SEC62 SEC63 SENP6 SEPHS1 SEPTIN10 SEPTIN2 SERINC1 SERINC3 SETX SHOC2 SKIC3 SKIC8 SKP1 SLC25A12 SLC25A46 SLC30A5 SLC35A5 SLK SLTM SMAD2 SMAD4 SMAP1 SMARCA2 SMARCA5 SMC1A SMC3 SMC5 SNX2 SNX5 SOCS6 SON SOS2 SP3 SPTLC1 SRI SRP14 SRP9 SRSF10 SS18 SSB ST13 STAG1 STAM2 STAU1 STON1 STX7 STXBP3 SUCLA2 SUCLG1 SUCLG2 SUMO1 TAB2 TAF7 TAF9B TANK TASOR2 TDP2 TFCP2 TGOLN2 TLK1 TMED10 TMED7 TMEM126B TMEM131 TMEM135 TMEM14A TMEM14B TMEM230 TMEM41B TMEM59 TMEM80 TMX4 TNPO1 TOR1AIP1 TRAK2 TRAPPC11 TRAPPC4 TRIP12 TRIP4 TRMT11 TRMT1L TSN TSNAX TTC33 TUBGCP3 TWF1 TWSG1 U2SURP UBA3 UBE2A UBE2G1 UBL3 UBQLN2 UBR2 UFSP2 UNC50 UPF2 UPF3A UPF3B UQCRC2 USP1 USP9X USP9Y UTP14C UVRAG VBP1 VPS13C VPS26A VPS45 WDFY3 WDR11 WSB1 XPA XPO1 XRCC5 YPEL5 YTHDC1 YTHDC2 ZC3H13 ZC3H15 ZC3H7A ZCCHC10 ZDHHC17 ZDHHC6 ZFAND6 ZFC3H1 ZMYND11 ZNF302 ZNF415 SHEPARD_BMYB_MORPHOLINO_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_BMYB_MORPHOLINO_DN ACAP2 ACAT2 ACSF2 ACSS2 AEBP1 ANLN ANOS1 APOA4 APOE AQP1 AQP3 ARHGEF10 ARID5B ASCL1 ASPM ATP1A1 AURKB BHLHE22 BIRC5 BLVRB BMS1 C17orf49 C3 C8G CA1 CCNB1 CCNB3 CCNG2 CDC14B CDC20 CDC6 CDCA2 CDCA3 CDCA7L CDK1 CDK2 CEACAM20 CEBPA CEBPD CENPM CFB CHERP CIDEC CKAP2 CLDN1 COL1A1 COL1A2 COL4A5 COTL1 CPVL CTSL DAP DBX1 DCK DDX17 DHFR DLGAP5 DLX1 DLX2 DNMT1 DRAP1 DUT ELAVL4 EOMES EPDR1 F7 FABP7 FAHD2A FBXO5 FGA FGFR4 FGG FOXM1 GALC GCH1 GINS1 GINS2 GMNN GOLGB1 GPSM1 GPT2 GRHPR GTSE1 HELLS HES5 HEY1 HLX HMGA1 HNRNPA2B1 HOGA1 IGFBP1 IGFBP2 INKA2 INPP4A IQGAP3 IRF2BPL ITGB4 KIF11 KIF14 KIF23 KRT17 KRT2 KRT32 LAMP2 LHX1 LIG1 LIPG LYZL6 MAB21L2 MASTL MCM2 MCM3 MCM4 MCM5 MDK MDM4 MELK MGAT4B MIEN1 MKI67 MSH2 MT2A MTHFD1L MYH8 NDE1 NOTCH2 NOVA2 NR0B2 NR2E1 NR2F1 NSD1 NUMA1 ORC4 OTP PARPBP PAXIP1 PCDH18 PCK1 PDCL PFKFB4 PHF20L1 PLP1 PMP22 POU3F1 POU3F2 POU3F3 PPP1R3G PRB1 PRC1 PRIM1 PRKCB PRODH2 PRR11 PSAT1 PTPN22 PTPRN PVALB PYGL RAX RBP4 RGS2 RGS4 RTKN S100A10 S1PR1 SARDH SCIN SEPTIN6 SERPINC1 SFRP1 SFXN2 SLC25A24 SLC29A2 SLC2A5 SLC4A2 SLC6A13 SLX1B SOX11 SOX21 SRSF9 STRA6 SULF1 SUMO1 SYNGR1 TACC3 TCN2 TGM1 TK1 TM7SF2 TNXB TOP1MT TOX3 TPX2 TSPAN2 TTK TTN TXNIP UCP2 UHRF1 VSX2 VTN WDR76 SHEPARD_BMYB_MORPHOLINO_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_BMYB_MORPHOLINO_UP ABAT ABCC5 ACER1 AGFG1 AIF1L AIMP2 AK3 ALG6 ANXA2 ARG1 ARHGAP29 ARL6IP5 ARRDC3 ATP1A1 ATP6V1C2 B2M BAX BCO2 BGN BMP2 BNIP3L BRF1 C4A CAMK1G CASP8 CCNG1 CCNG2 CFAP210 CFAP298 CIC CNDP2 CPN1 CPNE3 CRABP2 CRLS1 CUBN CYP11A1 CYP26B1 DLGAP4 DNAJA2 DNAJA3 DNAJB4 DNAJC10 DNTTIP2 DOHH DUS3L DYNLT5 EFHD2 EIF4E ENKUR EPDR1 EPPK1 EXOG FABP1 FBXO32 FNTB FOS FOXI1 FOXK2 FOXO3 FST FXR1 GATD3 GCSH GLUD1 GMPR GNAI3 GNS GPC4 GYG1 HFE HM13 HMGA1 HNF4A HNRNPD HPGD HSBP1 HSD3B1 HSP90AA1 HSPA2 HSPB1 HTRA2 IFI30 IGF2 ITFG2 ITM2B KLC1 KRT18 KRT2 LAMP2 LETM2 LMAN2 LY75 LYRM1 MB21D2 MBD2 MBP MDM2 METAP1 MMP2 MPP1 MPPED2 MRM1 MRPL19 MRPL49 MRPS18B MS4A4A MSI1 MTDH MTRES1 NAPEPLD NCAPD3 NCLN NELFA NENF NR6A1 NSUN5 NUDT9 OLA1 OSBPL10 OSGEPL1 PAPOLB PARP3 PARP4 PARP6 PCK1 PDC PDE6C PGAM1 PGP PHLDA2 PLAA PLD4 PLEKHB2 PNPO POLR1C PRC1 PRDX1 PSMD3 PSME1 PSMF1 PTGES2 PTP4A2 PTP4A3 PTPRN QKI RAB36 RAB3C RASL11B RBM25 RDH10 REXO2 RHBG RIOK3 RIOX2 RNF144B RPAP3 RPL10L RPP14 RPS27 RRP8 S100A8 SASH1 SCARB1 SDF2L1 SESN3 SETD7 SH3GLB2 SIAE SIRT1 SLC16A6 SLC25A28 SLC31A1 SLX9 SND1 SNX27 SOCS3 SPPL2B SQSTM1 SRSF4 SSB STARD3 STIP1 TBX6 TEX264 TEX9 TIMP2 TMPO TMUB2 TP53 TP53INP1 TPD52L2 TPPP3 TRIM16 TRIM47 TYW3 TYW5 UCK1 UPB1 USP36 VAMP7 VDAC3 VRK2 WDR43 WNT11 WWOX ZC3H3 ZNF330 ZNF598 ZNF622 ZNG1A ZNRF2 SHEPARD_BMYB_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_BMYB_TARGETS ANLN ARID5B ASCL1 ASPM ATP1A1 AURKB BIRC5 BMS1 C17orf49 CCNB1 CCNB3 CDC14B CDC20 CDCA2 CDCA3 CDK1 CKAP2 CTSL DBX1 DDX17 DLGAP5 ELAVL4 FBXO5 FGFR4 FOXM1 GOLGB1 GPSM1 GTSE1 HES5 HEY1 HLX HMGA1 INKA2 KIF11 KIF14 KIF23 KRT2 LHX1 MASTL MDK MELK MKI67 MT2A MYH8 NDE1 NOTCH2 NOVA2 NR2F1 NUMA1 OTP PARPBP PCDH18 PHF20L1 PLP1 POU3F1 POU3F2 POU3F3 PPP1R3G PRC1 PRR11 PTPRN RTKN S1PR1 SFRP1 SLX1B SOX11 SOX21 TACC3 TK1 TM7SF2 TNXB TOX3 TPX2 TTK TTN UCP2 SHEPARD_CRASH_AND_BURN_MUTANT_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_CRASH_AND_BURN_MUTANT_DN ADARB2 AKAP9 ANLN ANP32B AP4M1 ARHGAP12 ARID5B ARMC1 ARNT2 ASCL1 ASPM ATP1A1 AURKB BIRC5 BMS1 BORA BUB1B BUB3 C17orf49 CCNB1 CCNB2 CCNB3 CDC14B CDC20 CDC27 CDCA2 CDCA3 CDK1 CEP250 CEP295 CEP55 CHD5 CKAP2 CKS2 CRYBA4 CRYBB1 CTDSPL2 CTSL CYRIB DBX1 DDX17 DDX20 DEK DIO2 DLGAP5 DPYSL3 EBF1 ECT2 ELAVL4 EN2 ENO3 FAM13B FAM76A FBXO5 FGFR4 FOXB1 FOXM1 FUBP1 FZD10 FZD5 FZD9 G3BP2 GAS1 GDF10 GFAP GOLGB1 GPSM1 GREB1 GTSE1 GUCA1A HDAC2 HES3 HES5 HES6 HEY1 HLX HMGA1 HMGN3 HOXB3 IFT46 INKA2 INSM1 IRX1 JAG1 KCTD17 KDM3A KDM6A KHDRBS1 KIF11 KIF14 KIF23 KIF2C KNL1 KRT2 LGMN LHX1 LMNB2 LZTS3 MASTL MBD2 MDK MELK MIB1 MKI67 MT2A MTUS1 MYCL MYH8 MYO10 NDE1 NDUFB3 NEIL3 NELL2 NEUROD4 NEUROG1 NFIL3 NMRK2 NOTCH2 NOVA2 NR2F1 NUMA1 OIP5 OLIG2 OTP OTX2 PARPBP PAX2 PCDH18 PCDHGC3 PGBD4 PHF20L1 PHF3 PIF1 PLEKHF1 PLK4 PLP1 PMEL PON1 POU3F1 POU3F2 POU3F3 PPP1R3C PPP1R3G PRC1 PRIM2 PRR11 PTEN PTPRN PTPRO PUM1 RACGAP1 RASGEF1A RHO RLF RTKN S1PR1 SFRP1 SHCBP1 SKI SLAIN2 SLC34A1 SLC44A2 SLIT3 SLX1B SMAD3 SMTN SOX11 SOX21 SOX3 ST8SIA2 SYNCRIP TACC3 TK1 TM7SF2 TMEM263 TMPO TNRC6C TNXB TOX3 TPX2 TRIM39 TTK TTN TUBA8 UCP2 WDR74 ZIC2 ZNF184 ZNF511 ZNF585A ZP2 SHEPARD_CRASH_AND_BURN_MUTANT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHEPARD_CRASH_AND_BURN_MUTANT_UP ABCF2 ADAM10 AGK AK4 AKR7A2 ANGPTL3 ANGPTL7 ANKRD22 AP1M2 AP3M1 ATF3 ATP5IF1 B3GNT2 BAX BMP2 BOLA3 BOP1 BRF1 BTG2 BUD23 C6 CASP8 CCN1 CCNG1 CCNG2 CDX4 CEBPB CHCHD10 CIC CLDN4 CORT CRLS1 CTH CYP24A1 CYP26A1 CYP27B1 CYP51A1 DDX19A DDX49 DDX51 DNAJA3 DNTTIP2 DRG2 DUSP4 DUSP5 EGR1 EIF4E EIF6 ELOVL1 EMC8 EPRS1 ETF1 FBL FITM2 FLVCR2 FN1 FOS FOXO3 FST FTSJ1 FTSJ3 GADD45B GAR1 GATD3 GCNT4 GPD1 H3C2 HARS2 HAUS2 HEATR3 HES1 HIGD1A HSDL1 HSP90AA1 HSPA1L HSPA4 HSPA9 HTRA2 ID2 IFFO1 IGF2 IGFBP1 IMP3 IMP4 IMPDH1 ING5 JDP2 JUN JUNB KLF11 KLF2 KRT17 LYRM1 MAGEE1 MAGOHB MANF MARS1 MBLAC1 MCMBP MDM2 MEGF6 MIDN MIX23 MKNK2 MMP2 MMP9 MRPL12 MRPL22 MRPL52 MRPS18A MRPS18B MRPS26 MS4A4A MYBBP1A MYOG NIP7 NLE1 NMRK2 NOC4L NOG NOL6 NOL7 NOL8 NOP9 NSUN2 ODC1 OLA1 PARP3 PDLIM3 PDSS1 PES1 PFKFB3 PHB2 PHLDA2 PIM1 PINX1 PLK3 POLR1E POP4 PPAN PPM1H PPP1R14A PTGES2 PTGS2 PTP4A3 PTPMT1 PTRH2 PWP1 RASL11B RBP4 RCAN1 RERG REXO2 RGCC RNASET2 RNF144B RPF2 RPL10L RPS27L RRP9 RRS1 S100A8 SAMM50 SAT1 SEC23B SERPINH1 SGK1 SHMT1 SIX2 SLC12A3 SLC12A7 SLC16A6 SLC3A2 SNAI1 SPIDR SPINK5 SRPRB SSR1 STARD10 TAF9 TCIM TMA16 TMEM106B TOB1 TOMM20 TP53 TP53INP1 TRMT1 TSFM TSPAN18 TSR1 TSR2 TUBA8 TXNIP UTP3 UTP4 VPS9D1 VRK2 WDR12 WDR46 WRAP73 ZNF330 ZNF593 ZNF622 ZPR1 SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM1 ABCG5 ABHD5 ABHD8 ACKR3 ACOT9 AGFG1 AIG1 AIPL1 ALCAM ANO10 ANXA4 APC APEX2 APLN ARF3 ARF6 ARL2BP AS3MT ATF4 ATP6V0A1 ATXN10 AVPI1 BCL10 BCL2L11 BCO1 BICC1 BICD1 BMAL1 BOK BSND C15orf39 C3orf52 CASP1 CASP12 CCM2 CD151 CD24 CD2AP CD320 CD34 CD9 CDC20 CDCA5 CDK5R2 CEP55 CES2 CHCHD5 CHKA CKAP4 CKLF CLCA1 CLCNKB CLDN1 COL3A1 COL4A1 COL4A3 COL4A5 COQ8B CORO1C CRISP3 CSTB CTPS1 CTPS2 CYP27B1 CYP4F8 DBNDD2 DCK DDIT4 DEFB1 DEGS2 DHX9 DNAJC12 DNAJC5B DPP7 DYNLL1 E2F3 EHMT2 ENC1 ENPP2 ENTPD2 EPB41L4A ERCC3 ERCC8 ETV5 F11R FAM110C FAM181B FAM3C FAM83G FBXO6 FKTN FPR2 FRRS1 FST GGCT GNGT1 GNRHR GPC6 GREB1 GUSB HAUS7 HES1 HEXA HIP1R HIPK1 HNRNPAB IER5 IFNGR1 IGSF8 IKBKE ILDR1 IQGAP3 ITGA3 ITM2C ITPR3 JPT1 KCNE3 KCTD17 KIAA0930 KIF11 KLC3 KLF6 KLHDC2 KLHL13 KRT18 KRTCAP2 LEPROTL1 LHX8 LIMK1 LMNA LOX LOXL1 LPL LSS LYPD3 LYVE1 MANSC1 MAPK8IP1 MARVELD2 MAT2A MCM3 MFGE8 MMUT MPP1 MSL2 MTA3 MTAP MTF1 MTMR2 NAP1L1 NAPSA NEBL NEDD9 NEK2 NEK6 NKAIN4 NKAPL NLRP5 NME6 NOL11 NOPCHAP1 NRGN OSGIN1 PADI4 PAFAH1B3 PCGF6 PDLIM7 PDZD11 PEA15 PHGDH PHIP PIGC PITPNM1 PLA1A PLAU PLIN3 PLPP2 PRKCA PRSS23 PSMC1 PSPH PTPN21 PTPRE PVR PYCR1 QTRT1 RAI14 RARG RBBP7 REEP5 RELL1 REM2 RFLNB RFTN2 RHBDF1 RNASE2 RND3 RP2 RPH3A RPL12 RRBP1 SATB2 SCAMP5 SCARB1 SCN1B SECTM1 SEMA4B SFXN4 SH3BGRL3 SH3GL2 SH3GL3 SHROOM3 SIDT1 SIRPA SLC2A3 SLC41A3 SLC48A1 SLC6A8 SMC4 SNCA SNX30 SOX4 SPIC SPIRE2 SPON2 SRD5A2 SRD5A3 SSTR2 STMN1 STX18 TCEAL3 TCF4 TESC TFF2 TFRC TGFB2 TGM2 TJP2 TMEM167A TMEM41B TNK2 TOP2A TOR2A TP53RK TPD52 TPMT TRIB2 TRIB3 TRIM2 TRPC6 TSPAN33 TUBA1B TUBA3C TUBB4B TWF2 UBD UBE2S VASN VASP YAP1 SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM2 ABCB1 ABCC5 ABCD2 ABHD5 ACBD3 ACSL4 ADGRG1 AGFG1 AJUBA AKR1B1 ANXA2 ANXA9 APP ARHGAP12 ARHGAP18 ATF3 B4GALT6 BCL2L14 BEX1 BICDL1 BMP7 BTG2 BTG3 CAV2 CCDC96 CCNB1 CCND1 CD14 CD276 CD40 CD93 CENPH CERK CHMP6 CKLF CLCF1 COL4A1 COL4A4 COMTD1 COX5B CTSG CYP39A1 CYSTM1 DAB1 DDIT3 DDR1 DDX25 DIP2B DLG4 DMC1 DNAJC10 DSG2 DUSP6 DYNLL1 EFNB2 EIF2AK3 EIF2AK4 ELAPOR1 ERI2 FGD1 FKBP11 FMNL3 FSCN1 GJC1 GOLM1 GRIA3 GSDME H1-2 HEPH HID1 HMMR HSD3B2 IER3 IL1RN INHBB KCNJ8 LGALS1 LPL LYSMD2 LYVE1 MACIR MAL MAP4K4 MCAM MCM2 MEOX1 MIOX MORC4 MVK MYADM MYO7B MYO9B NAP1L1 NENF NOL12 NPDC1 NUF2 PAQR4 PAWR PEG3 PFKFB3 PGM1 PLS1 PLSCR1 PNLIPRP2 PNPLA3 POFUT2 POLD4 PRRX1 PRSS8 PSRC1 PTGR1 PTPRE PTTG1 QSER1 RAB34 RAB3C RASGRP2 RBP1 RDH16 RHOC ROGDI RPAP3 RRM2 RTKN RUNX2 S100A11 SCD SCN8A SEL1L3 SEMG1 SIRPA SKA2 SLC12A4 SLC1A4 SLC39A4 SLF1 SMPDL3B SPARC STT3A TACC3 TAGLN TAGLN2 TANC1 TAX1BP3 TCEAL8 TCEAL9 TGFBR2 TLE6 TMEM45B TNFSF13 TOR4A TPM1 TRIB3 TSPAN8 TUBA8 TUBB2A TWF2 UAP1L1 UNC119 UPP1 VAMP5 VNN1 WNK4 WNT10A XYLT2 ZFP37 ZG16 SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM3 AEBP1 AFP AKR1C3 B4GALT6 BEX2 BEX3 BMP7 CALML4 CCDC120 CCNB1 CDH1 CDKN2B CES2 COL1A1 CXADR CYP17A1 DAB1 DDR1 EHD4 ESM1 FABP4 FABP5 GALNT6 GPC3 GYG1 IFIT2 IGDCC4 IGFBP1 ISYNA1 ITGA6 ITIH5 JUN LCN2 LTB LY6D MAFF MCM6 MEP1B MKI67 MYCN MYEF2 NID1 NUCB2 NUPR1 OCSTAMP PCK2 PGLYRP1 PHGDH PLEK2 PROM1 PROM2 PSAT1 PSRC1 PYGB RHOC ROBO1 SCD SERPINE1 SIDT1 SLPI SPARC SPINK1 SPRED1 TFF3 TGFBR2 TLR1 TMEM191B TMEM71 TNFRSF12A TPM1 TSPAN8 TUBB6 UBE2C UNC5B SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM4 AADAT AANAT AASS ABAT ABCB10 ABCC6 ABHD15 ABHD3 ABI3BP ACAD8 ACAD9 ACADSB ACAT1 ACAT2 ACSL1 ACSS2 ACYP1 ADAMDEC1 ADH4 ADHFE1 ADTRP AGMAT AGXT AHCY AKR1D1 ALDH1A1 ALDH6A1 ALDH8A1 ALDH9A1 AMY2A ARHGAP6 ASIC5 ASL ATAD3A ATG5 ATP11A BAAT BAD BAG4 BHMT BHMT2 BLMH C11orf71 CA1 CA3 CACNA1E CALCRL CBS CCNF CCR5 CD163 CD1D CD320 CD3E CD40LG CELF2 CES1 CES3 CFHR1 CHCHD7 CHPT1 CHST15 CKMT2 CLCC1 CLCN2 CLEC3B CLEC4F CLEC4G CLOCK CLPX CNGA2 CNMD COQ8A CORIN CPHXL CRYAB CSRP3 CTH CTNNBL1 CUTC CWC15 CXCL12 CYP2D6 CYP2F1 CYP2G1P CYP2J2 CYP46A1 CYP4F2 CYP4V2 CYP8B1 DCN DCT DCUN1D1 DCXR DDC DDX49 DDX60 DENND1A DENND2B DMGDH DNASE1L3 DPH7 DPYD DPYS DSCAML1 EDNRA EFEMP1 EHD3 ENPEP EPDR1 EPHX2 ETHE1 EVA1A FCGR2B FMC1 FZD9 G6PC1 GABARAPL1 GABRA1 GABRE GALC GALM GAS1 GAS2 GCDH GCH1 GDF10 GDF2 GDPD3 GFER GHR GLO1 GLYAT GNMT GOT1 GPM6A GPX1 GSTK1 GSTO1 HAAO HACL1 HAGH HCFC1R1 HEBP1 HEMK1 HIBADH HLA-A HMGCS2 HOXC9 HPGD HTATSF1 ID4 IDH1 IDO2 IGF1 IGFBP5 IL1RAP IMMP2L INMT ITGA9 KCNK5 KCNQ5 KIF1B KIFC2 KMT5B L2HGDH LAMP2 LEAP2 MACROD1 MAGIX MASP1 MAST3 MBL1P MBL2 MCM10 MDH1 MFN1 MFSD4B MKRN1 MPDZ MSI2 MTCH2 MUSTN1 N4BP2L1 NAT2 NAT8 NAT8B NDN NDRG2 NDUFB9 NGFR NR1H4 NR1I3 NR2F2 NTN1 OLIG1 OTC PAICS PARK7 PBLD PCCA PCOLCE2 PDE9A PDK1 PECR PJA1 PLEKHB1 PLXNC1 PMPCB PNKD PPP2R5C PRKAG2 PRLR PTH1R PTPRD PTPRO QDPR RAB3A RBBP9 RDH16 RECK REPIN1 RGS5 RMDN3 RNASEK RNASEL RNF19B S100A1 SAFB2 SARDH SCNN1A SELENOW SERPINB1 SERPINE2 SHROOM1 SIRT3 SLC10A1 SLC16A2 SLC17A2 SLC22A25 SLC22A7 SLC25A15 SLC25A51 SLC26A3 SLC27A5 SLC2A5 SLC47A1 SLC6A12 SOCS7 SOD3 SPDEF SPPL2B SRR STAB2 STARD5 STK19 SUCLG2 SUFU SUGCT SULT1B1 SUOX SUSD4 SYNE2 TBC1D8 TCF21 TCF25 TERF2IP TEX12 TEX21P TFPT TGFB3 TGFBI TIMM9 TK1 TMEM63A TPRKB TRAF3IP2 TSHB TSPYL4 TTYH1 UGT2A3 UGT2B17 UGT3A2 UPP2 ZEB2 ZNF35 ZNF773 ZNF865 SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM5 ADAM3A AIPL1 AKR1E2 ALG2 AMOT APC2 AQR BMP15 BUD31 CABP1 CASTOR2 CCDC43 CCKBR CCR10 CD40 CD8A CEACAM7 CELA3B CHN1 CHST6 CIT CKLF CLGN CRYGS CTC1 DPPA2 DSC1 DTD2 ELAVL4 ELOVL4 EPYC FBXO33 FGD4 FJX1 FUT1 FZD3 GLIPR2 GPX6 HAND1 HHIP HLA-DOB IAPP IGBP1 IGF1R IGLV8-61 IL7 IP6K1 ITSN1 JAG1 KCND3 KCNJ4 KCNK4 KLK1 LAMC2 LDHC LDLRAD4 LRP2 MAPK13 MARK4 MCUB MIGA2 MITF MLPH MYH7 NAA11 NCAM1 NEIL3 NGFR NRK OPRD1 ORC2 OTUD7A PAPPA PAX9 PCDHB14 PI15 PKIB POLH RAB3IL1 RHOH RNF17 RUNX1 RWDD3 SEMA5A SLAMF1 SLC1A3 SLFN12L SMARCAD1 SMC1B SORCS2 SOWAHA SP4 SPOCK3 SPZ1 SRSF2 STK26 SYNCRIP TAF7L TBX2 TCF3 TLR4 TNFRSF13C TTI2 UBE2E3 ZBTB21 ZBTB45 ZNF474 ZPBP SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHETH_LIVER_CANCER_VS_TXNIP_LOSS_PAM6 AGPAT5 APLNR BAMBI CD93 CENPK CREB1 DBP DUSP7 ECT2 ELK4 FAM110A HDAC7 HMG20A ICOSLG IL1R2 KCNK10 KRTAP6-3 LARP6 LEPR LIPT2 MATN4 MED19 MKNK2 MLF1 MMP10 NCAN NFATC4 NGEF PDLIM5 PER2 PER3 PITPNM1 PLA2G4F PRCP PTPN21 RAB27B RAB33A RNF20 RRM2 RTN4R SEPTIN8 SIKE1 SOCS3 SPTLC2 SYT11 TAF1D TBC1D15 TEF TRIM24 TUBA3C UHRF1 USP12 USP2 USP9X WEE1 SHIN_B_CELL_LYMPHOMA_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_1 CCL3 CXCL9 DVL2 HELLS HOXD11 IFNG IL10 IRF1 MNX1 NOS2 PTCH2 RAD52 TCL1A SHIN_B_CELL_LYMPHOMA_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_2 AKT1 BMI1 BTG3 CCND2 DTX2 FANCA FOSB FZD6 GADD45B HES3 HOXA11 HOXC13 IRF4 IRF6 MBD1 MIB1 MXI1 MYC NCSTN PIK3CG POU2AF1 PRDM1 PRKCD PSEN2 RFNG SOCS2 STAT5A TNFSF13B TRAF3 VSX2 XBP1 SHIN_B_CELL_LYMPHOMA_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_3 BCL2 CADM1 CBX5 CCND1 CCND3 CD86 CXCL13 CXCR6 FGR FZD1 HHEX ID2 IL18 IL2 IRAG2 JAK2 LCK LFNG LTB MAF NFATC1 NFKB1 NFKB2 TGFB1 TNFRSF1A TNFSF13 WNT5A ZEB2 SHIN_B_CELL_LYMPHOMA_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_5 B2M BCL3 CDK4 CEBPB CIITA FGF4 GFI1 HMGB2 HOXA9 HOXD1 IFNA4 IL21 IL6 RAG2 RASGRF1 SOCS3 TNF VPREB1 SHIN_B_CELL_LYMPHOMA_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_6 CDX4 HOXA1 HOXA7 ID3 IFNB1 IL1B LMO2 PTGS2 S100A8 SIX3 SOCS1 WNT1 SHIN_B_CELL_LYMPHOMA_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_7 APC BAD BCL6 CDKN1C DICER1 DKK4 DVL1 DVL3 GLI2 GSK3B IGF1R IL6ST MAX NOTCH3 NOTCH4 PML PTCH1 PTEN RARG RB1 STAT6 TEP1 TERT TRAF4 WNT4 XRCC3 ZFP36 SHIN_B_CELL_LYMPHOMA_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_8 CCNB1 CCNB2 CD38 CD80 CDK2 CHEK1 FANCG FAS FASLG GNAS H2AX HDAC1 ICAM1 IL15 IL1R2 IL21R IL2RA ITGAM LMO1 LYN MAFB MAFK MAPK3 MFNG NBN NFKBIA NFKBIB PSEN1 SMAD7 SNAI1 SOX4 SPI1 SPN STAT1 TNFRSF13C TYROBP WNT3A SHIN_B_CELL_LYMPHOMA_CLUSTER_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIN_B_CELL_LYMPHOMA_CLUSTER_9 BCL11A CD19 CD40 CD79A CXCR5 GATA1 HMGB3 HOXA4 IKZF3 IRF8 MMP13 NKX3-2 PAX5 REL S100A9 SPIB TAL1 TLX1 WNT2 SHIPP_DLBCL_CURED_VS_FATAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIPP_DLBCL_CURED_VS_FATAL_DN ABCD1 ABCG1 BMAL1 BTN3A2 CAMK2G CDKN2A CITED2 FRMPD4 GAPDH GET3 GNS GSPT1 GTF2E1 GUCY2C HADHA IFRD2 IGHV5-78 IK JADE3 LCAT LIG1 LRPPRC MATN1 ME2 OVGP1 PDCD4 PDE4B POLR2C PRKCB RPL14 SLA SLC25A13 SLC2A5 SLC8A3 SLK SNRPD1 STAT1 STAT5B TBL3 TGIF1 TLE1 VEGFA ZNF212 ZNF274 SHIPP_DLBCL_CURED_VS_FATAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIPP_DLBCL_CURED_VS_FATAL_UP AKR1C1 AKT3 APLP1 ARC ATP2A1 CES1 CHRNA3 CLCNKB CTSE CYP4A11 DNAH12 DRP2 EYA3 FAAH FUT1 FXYD2 GATA1 GNA15 GPR12 HTR2B IGF2 ITGAD LTA MAP1B MLC1 MMP1 MYL4 NPTX2 NR4A3 NTF3 PRKCG RAB40AL RORA SELE SERPINB8 SLC11A1 SLC38A3 SOX4 ZNF91 SHIPP_DLBCL_VS_FOLLICULAR_LYMPHOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIPP_DLBCL_VS_FOLLICULAR_LYMPHOMA_DN ACKR1 ANK2 ATRX CCL14 CCL21 CD101 CD180 CD3D CD3E CD40LG CD69 CIRBP CLU CSN2 CSRP2 DNASE1L3 GLIPR1 GPR18 HES1 HSPA1L INPP1 ITGA4 LY9 MEF2C PDCD1 PIK3IP1 PMCH POU6F1 RAPSN RHOH SELENOP ST8SIA1 STX16 TCEAL1 TCF20 TNFRSF25 TRAF5 TRBC1 TRIB2 TSC22D3 TXK TXNIP WWP1 ZMYND11 ZNF141 SHIPP_DLBCL_VS_FOLLICULAR_LYMPHOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIPP_DLBCL_VS_FOLLICULAR_LYMPHOMA_UP ALDOA ATIC BCL2A1 CCNB1 CCT3 CCT5 CDKN3 CENPA CLTA CTSD DLGAP5 ENO1 EXOSC7 GM2A HCK HMGA1 HSP90AA1 HSP90AB1 HSPD1 IDH2 IFI30 IMPDH2 KPNA2 LDHA LGALS3 MCM7 MELK MIF MTHFD2 NME1 P4HB PFKP PGAM1 PKM PLOD1 PRDX1 PSMC1 PSME2 SAT1 SLC1A5 SLC29A1 SNRPB TFRC THOP1 TRAP1 SHIRAISHI_PLZF_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIRAISHI_PLZF_TARGETS_DN ARHGDIG CACNG7 CALB1 CHRNA10 NET1 PBX1 RGS6 SERPINH1 TMEM107 SHIRAISHI_PLZF_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHIRAISHI_PLZF_TARGETS_UP CIR1 FEZ1 KLF9 NFS1 OAS3 OSMR PHLDA2 PNKP PRICKLE3 ZBTB32 SHI_SPARC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHI_SPARC_TARGETS_DN AHR BBC3 HILPDA ITGB2 KIT MAP3K8 MAPK15 PPP5C RAB40B SEMA3B SPARC SPARCL1 TP53TG3 SHI_SPARC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SHI_SPARC_TARGETS_UP ABL2 ADAMTS13 AHRR ANKRD11 ARHGAP23 ARHGEF5 DDIT3 GADD45B MDM2 MME MMP1 MRRF MZB1 PIK3R1 PPP1R15A PPP1R3C PRKCB RAB27B RAB2B SEMA3C SEMA4F SEMA6A SEMA6D TGFBR2 SILIGAN_BOUND_BY_EWS_FLT1_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SILIGAN_BOUND_BY_EWS_FLT1_FUSION ADCY1 ANKS1B ARNT2 CCRL2 CCSER1 CDH13 CHL1 CNGB3 COP1 CYP4A11 DPP9 ERC1 FHIT GALNT10 GRIA3 GRID1 HESX1 HEY1 HS6ST3 KCNAB1 LRP1B LTF ME1 MTDH NEK1 NEO1 NFIL3 NR5A2 NSMCE2 PAPPA PDE10A PIP5K1B POPDC2 PTPN4 PTPRD RBSN RIT2 SYTL5 TNFRSF10B TNRC6A TRIM58 UVRAG WWP2 XPR1 ZBBX ZFAT SILIGAN_TARGETS_OF_EWS_FLI1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SILIGAN_TARGETS_OF_EWS_FLI1_FUSION_DN ASIC2 ASNS CDC14B CDK14 CLASP2 CNTNAP2 DLG2 GTF2E2 IDH3B LRBA NOP56 PCCA POT1 RFC1 SLC2A5 SSR3 STYXL1 TBL1X SILIGAN_TARGETS_OF_EWS_FLI1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SILIGAN_TARGETS_OF_EWS_FLI1_FUSION_UP ATP1B1 CDK7 KAZN LIMS1 LIPA MDH2 NAA35 NCAM1 NPY PCLO RHOBTB3 RIC1 TAOK1 TCF12 VGF SIMBULAN_PARP1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_PARP1_TARGETS_DN CCNA2 CCNB1 CCNB2 CDC20 DNMT1 H2AC8 HMGB2 IGFBP5 PCNA PRIM1 RANGAP1 SERPINH1 SET SPP1 STMN1 TAGLN2 UBE2S SIMBULAN_PARP1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_PARP1_TARGETS_UP AK1 ANXA3 APP CAV1 CCN3 CCND1 CCND2 CCNG1 CD81 CDKN1A COL4A5 COL8A1 CTTN DCN EEF2 ELN FGF7 FST GPX3 IGFBP4 IGFBP6 MDM2 MFAP5 MGP PRRX2 S100A6 SERPINE2 TIMP2 TIMP3 TINAGL1 SIMBULAN_UV_RESPONSE_IMMORTALIZED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_UV_RESPONSE_IMMORTALIZED_DN AHNAK CALD1 CCND1 CDH3 DDX21 DUSP7 EGFR EMP1 EREG FN1 ID1 IGF1R ITGA2 ITGA6 JAK1 LAMA3 MYC NAP1L1 NBN PLEC PRKAR1A PTP4A1 RDX ROCK1 RRM2 SEMA3C SF3A2 TACC1 THBD THBS1 TOP2B SIMBULAN_UV_RESPONSE_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_UV_RESPONSE_NORMAL_DN ADRB2 AHNAK CCNF CDH1 CNBP DUSP7 EGFR EMP1 ENC1 FAT2 GADD45B GRB7 HAS2 ID1 ITGA6 ITGB4 MARCKS MCL1 MN1 MYC PHLDA1 PIP4K2B PLEC POLR2A PRRC2C PTP4A1 RBMS1 RBPMS SF3A2 TACC1 THBS1 TP63 VEGFA SIMBULAN_UV_RESPONSE_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIMBULAN_UV_RESPONSE_NORMAL_UP CXCL2 CXCL3 CXCL8 EFNA1 ID2 IFI27 IL6 POLR2J TNFSF9 SINGH_NFE2L2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SINGH_NFE2L2_TARGETS ABCC1 ABCC2 G6PD GCLC GCLM GRK6 GSR GSTM4 HMOX1 ME1 NQO1 PRDX1 TXN TXNRD1 SLEBOS_HEAD_AND_NECK_CANCER_WITH_HPV_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SLEBOS_HEAD_AND_NECK_CANCER_WITH_HPV_UP ABCA17P ACTL6A ALG6 ASS1 C5orf34 C9orf40 CDC7 CDKN2A CDKN2C CELSR3 CENPK CENPW CRYGS CXCL17 DHFR DNAJC13 EHHADH EIF2B5 EZH2 FAM111B FMR1 GK5 HAUS5 HES1 HLTF HS6ST2 INPP5B KCNS1 KIF15 LIG1 LINC01305 MAJIN MCM2 MCM6 MEI1 MEIS1 MLH1 MSL2 MYNN NDUFB5 NEFH NEPRO NEXMIF NMU NR1D2 NR2C2AP NUP210 PDCD10 POLR2H PRPF38A RAD18 RAP2B RFC4 RIBC2 RMI1 RMI2 RNF168 RNF32 RPA2 SDHAP4 SENP5 SLF1 SLFN13 SOWAHA SPICE1 SYCE2 SYNGR3 TAF7L TCAM1P TFDP2 TMEM41A TOPBP1 USP1 WDR53 WEE1 WNK3 YBX2 ZFR2 ZPBP2 SMID_BREAST_CANCER_BASAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_BASAL_DN AAGAB AAMDC ABAT ABCA12 ABCA3 ABCA8 ABCB1 ABCC3 ABCC6 ABCC8 ABCG1 ABLIM3 ACACA ACACB ACADSB ACKR1 ACKR3 ACOX2 ACSL3 ACSM5 ADCY1 ADCY9 ADGRB2 ADH1B ADIPOQ ADIRF ADRA2A AFP AGL AGR2 AGTR1 AHNAK AK5 AKR7A3 ALB ALCAM ALDH1A1 ALDH3B2 ALDH4A1 ALG12 ALG8 ALOX15B AMDHD2 AMIGO2 ANG ANO1 ANOS1 ANXA9 AOX1 APBB2 APOD APPBP2 AQR AR AREG ARHGAP32 ARHGAP35 ARL3 ARMT1 ASAH1 ASCL1 ASPA ASPH ASPN ASTN2 ATP1A2 ATP2A3 ATP7B ATP8A1 ATP8A2 ATRNL1 AZGP1 B9D1 BAIAP3 BATF BBS4 BCAM BCAS1 BCAS4 BCL2 BEX1 BIK BLVRA BLVRB BMERB1 BMI1 BMP4 BMPR1B BRINP2 BRINP3 BTG2 C14orf132 C1QTNF3 C1orf21 C2CD2L C3orf52 C4A CA12 CACNA1D CACNA1H CACNA2D2 CACNA2D3 CACNG1 CACNG4 CAMK2B CAMK2N1 CAMP CANT1 CAPN9 CASD1 CATSPERB CBFA2T3 CCDC106 CCDC170 CCL14 CCN5 CCND1 CCNG2 CCNO CD36 CDK12 CDS1 CEACAM5 CEACAM6 CELSR1 CEP15 CERS4 CERS6 CFAP45 CFAP69 CFB CFD CHAD CHN2 CHRD CHST1 CILP CITED1 CLBA1 CLCA2 CLDN5 CLEC3B CLGN CLSTN2 CNR1 CNTNAP2 COG7 COL14A1 COL4A5 COL4A6 COMP COQ4 COQ7 CPA3 CPB1 CPD CPE CRAT CREB3L1 CRIP1 CRIP2 CRISP3 CROT CRY2 CSAD CSF3R CST3 CST5 CX3CR1 CXCL12 CXCL14 CXXC4 CYB561 CYB5A CYBRD1 CYP21A2 CYP26A1 CYP2A6 CYP2B6 CYP2B7P CYP2E1 CYP4B1 CYP4F8 DACH1 DCAF10 DCLK1 DCN DCXR DDO DENND1B DEPTOR DGKD DGLUCY DHCR24 DHRS2 DIO1 DLG3 DLG5 DNAAF1 DNAAF11 DNAI7 DNAJC1 DNAJC12 DNALI1 DNMBP DPT DUSP4 DUSP5 DUSP6 DZANK1 DZIP3 ECM1 EEF1A2 EFCAB2 EFHC1 EGR3 ELAPOR1 ELF1 ELOVL2 ELOVL5 EMCN ENPP1 ENTPD3 EPHA3 EPHX2 EPOR EPS8L1 ERBB2 ERBB3 ERBB4 ERLIN2 ESR1 ESRRG EVA1B EVL EXOC7 F13A1 F7 FAAH FABP4 FAH FAIM2 FAM110B FAM131B FAM174B FAM234B FAM83E FASN FAXDC2 FBLN1 FBP1 FBXL7 FCER1A FCMR FDXR FGB FGFR3 FGG FLRT3 FMO5 FOSB FRY FUT8 G6PC3 GALNT10 GALNT6 GALNT7 GAMT GASK1B GATA2 GATA3 GATB GDF15 GFRA1 GGT1 GJA1 GJA4 GLRB GNA14 GNG13 GNMT GOLGA2P5 GP2 GPC1-AS1 GPC3 GPD1 GPD1L GPRC5A GPRC5C GREB1 GREB1L GRIA2 GRP GSE1 GSTM3 GSTT2 GSTZ1 GTF2H2C GUSBP14 HBA1 HCFC1R1 HDAC11 HEATR6 HEBP1 HEMK1 HGD HGF HHEX HIGD1B HMGCS2 HNMT HOXB2 HOXB6 HPGD HPN HPX HSDL2 HSPA2 HSPB1 HSPB8 ICA1 IFT122 IFT140 IGF1 IGF1R IGFBP4 IKBKB IL20RA IL33 IL6ST INPP4B INPP5J IQGAP2 IRS1 IRX5 ISYNA1 ITGA7 ITGBL1 ITM2A ITPR1 IVD JMJD7-PLA2G4B KAT6B KAZALD1 KCNAB1 KCND3 KCNE4 KCNJ3 KCNMA1 KCTD3 KDM4B KIAA0040 KIAA0319L KIF13B KIF16B KIF5C KMO KRT18 KRT19 KRT8 LAMP5 LDLRAD4 LEP LGALS8 LIAS LIN7A LINC01949 LINC02913 LIPE LMF1 LONP2 LRBA LRIG1 LRRC17 LRRC31 LRRN3 MACIR MAGED2 MAK MAN1A1 MAN1C1 MAOA MAP3K12 MAP9 MAPT MAST4 MATN3 MCCC2 MCF2L MDM1 MED13L MED24 MEGF9 MEOX2 METRN MFAP4 MFAP5 MIPEP MISP MKNK2 MLPH MMP17 MON2 MREG MRPS30 MS4A2 MSL1 MSMB MSX2 MTARC1 MTUS1 MUC1 MUC6 MYB MYH11 MYO6 MYT1 MZF1 N4BP2L2 NADSYN1 NAIP NAT1 NAT2 NAV3 NBEA NCOA3 NEBL NEDD4L NELL2 NF1 NFIA NHERF1 NKAIN1 NME3 NME5 NOVA1 NPDC1 NPIPB3 NPY1R NQO1 NR2F1 NR4A2 NRIP1 NTRK2 NUCB2 NUDT4 OGN OLFML3 OMD PAMR1 PAN2 PATJ PAX2 PBLD PBX1 PCBP2 PCDHA9 PCK1 PCLO PCSK5 PCSK6 PDCD4 PDGFD PDS5B PDZK1 PEX11A PGAP3 PGGHG PGR PIDD1 PIERCE1 PIEZO2 PIP PLA1A PLA2G10 PLAAT2 PLAAT3 PLAAT4 PLAT PLCL1 PLEKHF2 PLIN1 PLXNB1 PNMT PNPLA2 PNPLA4 POLD4 POLM PPDPF PPIP5K1 PPP1R3C PRKACB PRLR PRSS23 PSD3 PTGER3 PTHLH PTK6 PTP4A2 PTPRN2 PTPRT PVALB QDPR RAB11FIP1 RAB17 RAB26 RAB27B RAB38 RABEP1 RAI2 RALGPS1 RALGPS2 RAPGEF3 RAPGEFL1 RARA RASSF1 RBM19 RBM47 RBP4 RDH16 REEP1 REEP5 REPS2 RET RETREG1 RGS11 RGS5 RHBDL1 RHOB RHOH RMND1 RND1 RNF41 RPS20P22 RTN1 SCCPDH SCD SCGB1D2 SCGB2A2 SCGN SCNN1A SCUBE2 SEC14L2 SELENBP1 SELENOP SEMA3B SEMA3C SEMA3G SEPTIN8 SERHL SERHL2 SERPINA5 SERPINA6 SERPINI1 SFRP4 SGK3 SGSH SH3BGRL SIDT1 SIGIRR SIGLEC15 SIL1 SIX1 SLC16A6 SLC18A2 SLC19A2 SLC1A1 SLC1A4 SLC22A18 SLC24A1 SLC26A3 SLC27A2 SLC2A10 SLC2A8 SLC35E3 SLC38A1 SLC39A6 SLC44A4 SLC48A1 SLC49A3 SLC4A7 SLC4A8 SLC6A4 SLC7A8 SLC9A1 SLIT3 SMPD3 SNCG SNED1 SNHG14 SNPH SNX1 SOCS2 SORD SORL1 SPAG16 SPARCL1 SPATA7 SPDEF SPHK2 SPRR3 SPTLC2 SREBF1 SRI SSH3 SSTR2 ST6GALNAC2 STARD3 STAU2 STC2 STK32B STK39 STS SUPT6H SVEP1 SYBU SYT1 SYT17 SYTL2 TAT TBC1D19 TBC1D30 TBC1D9 TBX3 TCEAL4 TCN1 TESMIN TFAP2B TFF1 TFF3 TFPI2 THBS4 TIMP4 TJP3 TK2 TKFC TM7SF2 TMC5 TMEM101 TMEM143 TMEM265 TMEM30B TNFSF10 TNIK TNNT1 TNXA TOB1 TOM1L1 TOX3 TP53TG1 TPPP3 TPSAB1 TRAF5 TRAK1 TREM2 TRGC1 TRIL TRIM3 TRIM36 TRIM68 TSKU TSPAN1 TSPAN13 TSPAN8 TTC12 TTC39A TTC9 TUBA3E UBA7 UBL3 UCN UCP2 UGCG UGDH UGT2B11 UGT2B15 UNC119 VAV3 VIPR1 WIPF2 WWOX WWP1 XIST XRCC4 YIPF6 ZBTB16 ZBTB18 ZCCHC24 ZMYND8 ZNF329 ZNF385D ZNF43 ZNF446 ZNF552 ZNF587 ZNF652 ZNF839 ZNF91 ZSCAN18 SMID_BREAST_CANCER_BASAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_BASAL_UP ACAN ACP1 ACTA1 ACTG2 ACTL8 ACTN1 ADAM17 ADCY2 ADD2 ADGRG2 ADGRG6 ADM ADORA2B AGBL5 AK2 AMD1 ANGPT1 ANGPTL4 ANP32E ANXA3 ANXA8 APBA2 APOBEC3A APOBEC3B AQP5 AQP9 ARHGEF9 ARL4C ARNT ARPC4 ART3 ARTN ASNS ASPM ATAD2 ATP11A ATP13A3 BACE2 BAG2 BARX1 BBOX1 BCL11A BCL2A1 BIRC5 BMAL2 BOP1 BTG3 BUB1 BYSL C16orf95 CA5BP1 CA6 CA9 CACNA1A CALB2 CALD1 CALML5 CALU CAND2 CAPN6 CBS CCDC88A CCKBR CCL18 CCL2 CCL20 CCL5 CCL7 CCL8 CCN2 CCNA2 CCNB2 CCNE1 CD24P2 CD24P4 CD38 CD44 CD59 CDC20 CDC25A CDC42EP1 CDC45 CDC5L CDCA3 CDCA8 CDH19 CDH2 CDH3 CDK1 CDKAL1 CDKN2A CDT1 CDYL CEACAM1 CENPA CENPE CENPF CENPN CEP170 CEP55 CHAC1 CHAF1A CHAF1B CHEK1 CHI3L1 CHI3L2 CHML CHODL CHRM3 CHST11 CHST3 CLCN4 CLDN1 CLDN10 CLEC7A CLIC4 CLIP4 CNN3 COCH COL11A2 COL2A1 COL4A2 COL9A3 COTL1 CP CRABP1 CRLF1 CRYAB CSPG4 CSRP2 CTAG1B CTSV CWH43 CX3CL1 CXADR CXCL1 CXCL10 CXCL11 CXCL5 CXCL8 CYB5R2 CYP26B1 CYP39A1 DBN1 DCPS DCX DDIT4 DDX17 DEFB1 DENND2A DEPP1 DKC1 DKK1 DLAT DLGAP5 DLX5 DMRT1 DNAH17 DNAJB4 DNAJC6 DNM3 DSC2 DSC3 DSG1 DSG2 DSG3 DUOX1 DUSP9 DYNC1I1 DZIP1 E2F3 ECHDC1 EDN1 EDN2 EGFL6 EGFR ELF4 ELF5 ELN ELOVL4 EMC1 EN1 ENO1 EPB41L2 EPHB3 EPHX3 EPRS1 EXO1 EXTL1 FABP5 FABP7 FAM107A FAM171A1 FANCA FAT1 FAT2 FBXO17 FERMT1 FGF9 FGFBP1 FLNA FNDC3B FNDC4 FOLH1 FOLR1 FOSL1 FOXC1 FOXD1 FOXM1 FSCN1 FUT9 FXYD5 FZD7 FZD9 GABBR1 GABBR2 GABRP GAL GALNT12 GALNT14 GART GATA6 GBP1 GDI2 GGH GJB3 GJC1 GLDC GLS GMDS GPM6B GPR161 GPR19 GPR37 GPRC5B GPSM2 GSTA1 GSTP1 GTSE1 H2BC12L HACD1 HAPLN1 HBEGF HELLS HEPH HLA-G HMGA1 HNRNPU HOMER3 HOXA9 HPSE HRK HS3ST1 HSPA4L HSPA6 HSPB2 HTN1 HYAL1 ICAM1 ID4 IDO1 IFI16 IFIH1 IFNAR2 IFRD1 IGF2BP2 IGF2BP3 IGHG1 IGHV1-69 IGHV3-23 IGHV3-33 IGHV3-7 IGHV4-34 IGHV4-61 IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGLC2 IGLL3P IGLV2-14 IGLV3-10 IL12RB2 IL1R2 IL27RA IL32 ILRUN IMPA2 INAVA ING1 IQCG IRX4 ISG20 ITGA6 ITGB8 ITM2C ITPKB JRKL KCNG1 KCNK5 KCNN4 KCTD14 KHDRBS3 KIF18B KIF1A KIFC1 KIRREL1 KIT KLF5 KLF6 KLHL24 KLHL7 KLK10 KLK5 KLK6 KLK7 KLK8 KRT14 KRT15 KRT16 KRT17 KRT23 KRT4 KRT5 KRT6A KRT6B KRT81 KRT83 L1CAM LAD1 LALBA LAMB3 LAMC2 LAMP3 LBR LCN2 LDHB LEFTY2 LGALSL LGR5 LHX2 LMO4 LOX LRFN4 LRP12 LRP8 LTBP1 LY6D LYN LYPD1 LZTS3 MACROH2A2 MAGEA2 MAGEA3 MAGEA4 MAGEA9 MAGED4B MAGOH MALL MAP2 MAPK8 MARCO MCF2L-AS1 MCM10 MCM2 MCM4 MCM5 MCM7 MCOLN3 MDC1 MDFI MEAK7 MELK MET MFAP2 MFGE8 MIA MICALL1 MID1 MKI67 MLC1 MLLT10 MLLT11 MMP1 MMP12 MMP14 MMP7 MOB3B MOCOS MPZL2 MRAS MRPS12 MSH6 MSLN MSN MT1X MTAP MTMR2 MUC16 MYBL1 MYBL2 MYC MYLK MYO10 NAP1L1 NCALD NCAM1 NCAN NCAPH NDC80 NDRG1 NDRG2 NDUFA4L2 NEFH NEK2 NES NFE2L3 NFIB NFIL3 NFIX NKX2-5 NMU NPR3 NPTX2 NR6A1 NRTN NSD2 NT5DC2 NUDT1 NUDT11 NUP93 NUSAP1 NXN OBP2B OCA2 ODAM ODC1 OGFRL1 ORC1 P3H2 PADI2 PAK1IP1 PALS2 PART1 PAX6 PBK PCDHB3 PCOLCE2 PCP4 PCSK1N PDAP1 PDE9A PDGFRA PDK1 PDPN PDXK PDZK1IP1 PEG10 PEG3 PELI1 PERP PFKP PFN2 PGBD5 PHGDH PI3 PKP1 PLA2G4A PLAAT1 PLAGL1 PLCB4 PLCH1 PLEKHB1 PLIN2 PLOD2 PLSCR1 PML POU5F1 PPM1E PPP1R14B PRAME PRDM13 PRELP PRG2 PRKCA PRKD3 PRKX PRKY PROM1 PRRX2 PRSS16 PSAT1 PTGFR PTGS2 PTK7 PTP4A3 PTPN14 PTPRZ1 PTTG1 PTX3 PVR PXDN PYGB QKI QPCT RAB23 RAB6B RAD21 RAD51AP1 RAD54L RAP2A RARRES1 RASA2 RASAL1 RBMS1 RBP1 RCAN1 REG1A RGS2 RGS20 RIPK4 RMND5A RND3 ROPN1 RPL39L RRAGD RRAS2 RTP4 RUNX3 RYR1 S100A1 S100A10 S100A2 S100A4 S100A6 S100A8 S100A9 S100B SCHIP1 SCRG1 SDC2 SERPINB2 SERPINB3 SERPINB4 SERPINH1 SET SFN SFRP1 SHCBP1 SHOX2 SIGMAR1 SIK1 SIM1 SIX3 SKP2 SLAMF8 SLC15A1 SLC16A1 SLC25A37 SLC26A2 SLC27A6 SLC2A3 SLC2A6 SLC34A2 SLC43A3 SLC6A14 SLC6A15 SLC7A5 SLPI SMCO4 SMPDL3B SNTB1 SOCS3 SOD2 SOSTDC1 SOX10 SOX11 SOX15 SOX9 SPIB SPP1 SRD5A1 SSRP1 ST3GAL6 ST8SIA1 STEAP1B STIP1 STXBP6 SUSD5 SYNCRIP SYNM TAGLN2 TAP1 TBX19 TCEAL2 TCF7L1 TCP11L1 TDRD12 TEAD4 TFCP2L1 TFDP1 TFF2 THEMIS2 TIMM44 TM4SF1 TMCC2 TMEFF1 TMEM100 TMEM158 TMEM45A TMSB15A TMSB15B TNFRSF11B TNFRSF21 TNNI2 TOX TP53 TPM2 TPX2 TRA2B TREM1 TRIM2 TRIM29 TRIP13 TSN TSPYL5 TTK TTLL4 TTYH1 TUBB2A TUBB2B TUSC3 TXNL4A TYMS UBE2E3 UBE2S UCHL1 UCK2 UGT8 UPP1 VASH2 VEGFA VGLL1 VLDLR VNN1 WARS1 WIF1 WNT5B WNT6 WWTR1 YBX1 YBX3 YES1 YWHAE YWHAZ ZIC1 ZNF124 ZNF532 ZNF750 SMID_BREAST_CANCER_ERBB2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_ERBB2_DN FGFR2 GABRP NPY1R PMAIP1 SOX10 SMID_BREAST_CANCER_ERBB2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_ERBB2_UP ABCA12 ABCC2 ABCC3 ABCC6 ACE2 ACSL1 AKR1B10 ALCAM ALDH3B2 ALDH4A1 ANP32A APOD AQP3 AR ASPH ASS1 ATP2C2 BIK BLTP2 BRINP3 C2orf72 CAMP CATSPERB CD164 CD24P4 CD46 CDK10 CDK12 CEACAM6 CLCA2 CLIC3 CORO1B CPD CRISP2 CRISP3 CRYBG1 CYB561 DDC DUSP6 EFNA3 EIF5A ELL2 EPYC ERBB2 FA2H FAIM2 FASN FFAR2 FGB FGG FUT3 G6PD GALNT6 GCAT GGT1 GOT1 GRB7 GSDMB GSE1 HMGCS2 HPX IGF2R IGHV3-23 IGHV3-7 IGHV4-61 IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR2-108 IGKV3-20 IGKV4-1 IGLC2 IL13RA1 ITGB6 KIAA0319L KMO KRT24 KYNU LAMA4 LBP LDLR LPCAT3 LRP1 LRRC31 MAB21L4 MED1 MED24 MMP15 MPHOSPH6 MUC1 NCOA3 NOL3 NQO1 NUDT4 NVL ORM2 P4HB PADI3 PAPSS2 PEX11A PGAP3 PIP PLEKHA6 PLPBP PNMT PPP1R10 PRMT7 PRODH PSMD3 QPRT RRP7A S100A7 S100A8 S100A9 SCD SCGB1D2 SCGB2A2 SCNN1A SEC24D SEPTIN8 SERHL SERHL2 SLC12A1 SLC2A10 SLC37A1 SLC44A4 SLPI SNPH SPTLC2 SQSTM1 SRPK3 SRSF6 STARD3 SUPT6H TFAP2B TM7SF2 TMC5 TMED2 TMPRSS2 TRAF4 TRIM3 TRPM4 TRPV6 TSKU TSPAN1 TSPAN8 UBE2M UCP2 UGT2B11 WIPF2 WWC2 SMID_BREAST_CANCER_LUMINAL_A_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_LUMINAL_A_DN ANP32E CCNE1 CDC20 CDC45 CDCA3 CDCA8 CENPN DKC1 KRT16 LRP8 MYBL2 NCAPH NDC80 SLC7A5 TOP2A TPX2 TTLL4 VGLL1 SMID_BREAST_CANCER_LUMINAL_A_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_LUMINAL_A_UP ABCA8 ADH1B ADIPOQ ADIRF ADRA2A AREG ARMT1 ASPN ATP1A2 ATRNL1 BTG2 C1orf21 CCN5 CFD CHRDL1 CIDEC CILP COL14A1 CPA3 CXCL14 CYP4B1 DHRS2 DPT DUSP1 ELOVL2 ENPP2 ESR1 F13A1 FABP4 FAXDC2 FBLN1 FHL1 FOSB G0S2 GFRA1 GPD1 HBB HLF HMGCS2 HOXB2 HOXB6 IGF1 ITGA7 ITIH5 LAMA2 LAMP5 LEP LEPR LIPE LMOD1 LRRC17 MAOA MAP3K12 MFAP4 MYB MYH11 NAT1 NKX3-1 OGN OMD PCSK5 PDCD4 PGR PLIN1 PNMA2 PPARG PSD3 PTGER3 PTHLH PTN RAI2 RBP4 RTN1 RUNX1 SCUBE2 SFRP4 SLC26A3 SPTAN1 STC2 SVEP1 TAT TIMP4 TNN TNXA ZBTB16 SMID_BREAST_CANCER_LUMINAL_B_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_LUMINAL_B_DN ABCA8 ABCC2 ABCC4 ACADL ACAP1 ACE2 ACKR1 ACTG2 ADAMDEC1 ADAMTS1 ADCY2 ADD2 ADD3 ADGRF5 ADGRG2 ADGRG6 ADH1B ADM AKR1B10 AKR1C1 ALDH1A1 ALDH1A3 AMD1 ANGPT1 ANGPTL4 ANK2 ANP32E ANXA1 ANXA3 ANXA8 APBA2 APOD APP AQP1 ARHGAP25 ARL4C ART3 ASS1 B3GNT3 BACE2 BAG2 BANK1 BBOX1 BCL11A BCL11B BCL2A1 BIN1 BIN2 BIRC3 BTN3A2 C1S C3 C7 CA9 CALB2 CALD1 CALML5 CAPN6 CAV1 CAV2 CCL13 CCL14 CCL18 CCL19 CCL2 CCL20 CCL21 CCL5 CCN1 CCN2 CCN3 CCR2 CCR7 CD19 CD1C CD1E CD2 CD247 CD24P4 CD27 CD37 CD38 CD3D CD3G CD48 CD52 CD69 CD7 CD79A CD79B CD96 CDH3 CDKN1C CDKN2A CFI CH25H CHAC1 CHI3L1 CHI3L2 CHODL CHRDL1 CHRM3 CHST3 CHST7 CLCA2 CLCN4 CLDN1 CLDN8 CLEC10A CLEC4A CLIC2 CLIC3 CLIC4 COL14A1 COL4A2 COL9A3 CORO1A COTL1 CR2 CRABP1 CRLF1 CRYAB CRYBG1 CSF2RA CSGALNACT1 CSRP2 CTSC CTSW CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL2 CXCL8 CXCL9 CYBA CYP1B1 CYP26B1 CYP39A1 CYRIA CYTIP CYTL1 DCN DEFB1 DEPP1 DKK1 DLK1 DLX5 DMD DNAJB4 DNM3 DOCK2 DPT DSC2 DSC3 DSG3 DST DTNB-AS1 DTX4 DZIP1 EDN1 EDN2 EFEMP1 EGFL6 EGFR ELF5 ELN EMCN EN1 ENPP2 EPB41L2 EXTL1 FABP5 FABP7 FAM107A FAM171A1 FAS FAT1 FBLN1 FBLN2 FBLN5 FBXO17 FCER1A FERMT1 FERMT2 FHL1 FHOD3 FLNA FMO2 FNDC3B FNDC4 FOLH1 FOLR1 FOXC1 FOXO3 FRZB FSCN1 FYN FZD7 GABBR1 GABBR2 GABRE GABRP GAD2 GAL GALNT12 GALNT3 GBP1 GEM GIMAP5 GJB3 GLIPR1 GNLY GPM6B GPR161 GPR171 GPR18 GPR183 GPR19 GRAMD2B GRB14 GSDMB GSTA1 GSTP1 GUCY1A1 GUSBP11 GZMA GZMB GZMH GZMK HACD1 HBA1 HBB HLA-DOB HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB4 HLA-G HOXA5 HOXA9 HSD17B2 HSPB2 ICAM1 ICAM2 ICOS ID1 ID4 IDO1 IFI16 IGF1 IGF2 IGF2BP2 IGF2BP3 IGFBP3 IGHA1 IGHD IGHG1 IGHM IGHV1-69 IGHV3-21 IGHV3-23 IGHV3-33 IGHV3-47 IGHV3-7 IGHV4-34 IGHV4-61 IGKC IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLL3P IGLV2-14 IGLV3-10 IGLV3-19 IGLV3-25 IL12RB2 IL1R2 IL21R IL27RA IL2RG IL32 IL33 IL6 IL7R IMPA2 INAVA IRAG2 ISG20 ITGA6 ITGA7 ITGB7 ITK ITM2A ITM2C JCHAIN JRKL KCNG1 KCNK5 KCNN4 KHDRBS3 KIT KLF5 KLF6 KLK10 KLK5 KLK6 KLK7 KLRB1 KLRC1 KLRK1 KRT14 KRT15 KRT16 KRT17 KRT23 KRT5 KRT6A KRT6B KRT7 KRT81 KRT86 KYNU L1CAM LAD1 LAMB3 LAMP3 LBP LBR LCK LCN2 LDHB LEPR LGALS2 LGALS7 LILRA4 LMO4 LPL LTB LTBP1 LTF LY6D LY9 LYN LYVE1 LYZ MALL MAP1B MAP4K1 MAPRE2 MARCO MCM5 MEAK7 MEOX2 MET MFAP2 MFAP4 MFGE8 MIA MICAL3 MICALL1 MID1 MME MMP1 MMP14 MMP3 MMP7 MPPED2 MPZL2 MRAS MRC1 MS4A1 MSN MT1F MT1M MT1X MUC16 MYCN MYH11 MYLK MZB1 NCF1 NDRG1 NDRG2 NES NFIB NFIL3 NFKBIL1 NINJ2 NKG7 NKX2-5 NLRP1 NMU NNMT NPR3 NPTX2 NSG1 NUDT11 NUP93 ORM2 P2RX5 P2RY14 PADI2 PALS2 PAMR1 PAPSS2 PAX6 PCOLCE2 PDE9A PDGFRA PDPN PDZK1IP1 PECAM1 PELI1 PERP PFKP PGBD5 PGRMC1 PHGDH PI3 PIK3CD PKP1 PLA2G2A PLA2G4A PLAAT1 PLAC8 PLAGL1 PLCH1 PLIN1 PLPP3 PLSCR3 PLTP PML POU2AF1 PPP1R16B PPP1R1A PRELP PRKCB PRKD3 PRKX PROM1 PROS1 PRRX2 PSAT1 PTCH1 PTGER4 PTGFR PTGIS PTGS2 PTK7 PTN PTP4A3 PTPN22 PTPRC PTPRCAP PTPRZ1 PTX3 PVRIG RAB23 RAC2 RARRES1 RASGRP2 RBMS1 RBP4 RCAN1 RGCC RGS2 RIPK4 RIPOR2 RND3 ROPN1 RRAGD RRAS2 RUNX3 RYR1 S100A1 S100A2 S100A7 S100A8 S100A9 S100B SAA1 SAT1 SCRG1 SEL1L3 SELE SELL SERPINE2 SERPING1 SERPINH1 SFN SFRP1 SFRP4 SH2D1A SHOX2 SIT1 SLC16A1 SLC25A37 SLC2A3 SLC34A2 SLC43A3 SLC6A14 SLC6A15 SLPI SMCO4 SNCAIP SOD2 SOSTDC1 SOX10 SOX11 SPIB SRD5A1 SRGN SRPX ST8SIA1 STAP1 STEAP1B STK10 STXBP6 SV2B SVEP1 SYNGR1 SYNM TAGLN TAP1 TBX19 TCEAL2 TCF7L1 TCF7L2 TCL1A TDO2 TET3 TFPI TIE1 TM4SF1 TMEM100 TMEM158 TMEM45A TMSB15A TNC TNFAIP3 TNFAIP8 TNFRSF11B TNFRSF17 TNFRSF21 TNFRSF4 TNNI2 TNXA TRAC TRAF3IP3 TRAT1 TRBC1 TRBC2 TRDC TRIM2 TRIM29 TSPAN8 TTLL4 TTYH1 UBE2E3 UGT8 VCAM1 VCAN VGLL1 VNN1 VNN2 VPREB3 WARS1 WIF1 WLS WNT6 WTAP WWTR1 XCL1 YBX1 YBX3 ZAP70 ZIC1 ZNF532 SMID_BREAST_CANCER_LUMINAL_B_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_LUMINAL_B_UP ABAT ABCA3 ABCC8 ACADSB ACOX2 AGL AGR2 AGTR1 ALG8 AMIGO2 ANXA9 ARMT1 ARNT2 ASCL1 B9D1 BAIAP3 BMPR1B C17orf75 CA12 CACNA1D CACNA2D2 CACNG4 CAMK2B CCDC106 CCND1 CEACAM5 CELSR1 CELSR3 CGA CHGA CHN2 CLSTN2 CRABP2 CRIP1 CYP2A6 CYP2B6 CYP2B7P DACH1 DCAF10 DENND1B DIO1 DNAI7 DNAJC1 DNAJC12 DNALI1 EEF1A2 ENPP1 EPOR ERBB4 ESR1 EVL FAM234B FBP1 FGFR2 FLRT3 G6PC3 GATA3 GDF15 GFRA1 GLRB GLS2 GNG13 GP2 GPR162 GREB1 GRIA2 GSTM3 GSTZ1 GTF2H2C GUSBP14 HDAC11 HEXIM2-AS1 HPN IFT122 IL24 IL6ST INSM1 ISYNA1 KCNE4 KCNJ3 KCTD3 KDM4B KIF5C KRT18 LDLRAD4 LINC02913 MAGI2 MAPT MCCC2 METRN MLPH MRPS30 MSMB MYT1 NAIP NAT1 NELL2 NHERF1 NKAIN1 NOVA1 NPIPB3 NPY1R NUDT6 PCLO PCSK6 PIERCE1 PIEZO2 PLEKHF2 PPP1R3C PTGES PTPRT PVALB PYCR3 QDPR RAB11FIP1 RAB26 RABEP1 RASSF1 RDH16 REPS2 RET RETREG1 RHBDL1 RSF1 SCCPDH SCUBE2 SEMA3B SERPINA3 SERPINA5 SERPINA6 SERPINI1 SIAH2 SLC19A2 SLC1A1 SLC27A2 SLC39A6 SLC6A4 SLC8A2 SORD SPAG16 SPINK4 SREBF1 SSTR2 STC1 STK32B SYBU SYT1 SYT17 TBC1D30 TBC1D9 TEDC2 TESMIN TFF1 TFF3 TJP3 TMEM101 TNNI3 TNNT1 TOX3 TPPP3 TRIM9 TRPA1 TTC12 UGCG WFDC2 WWP1 YBX2 ZDHHC11 ZNF652 SMID_BREAST_CANCER_NORMAL_LIKE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_NORMAL_LIKE_DN AP1M2 CDS1 COL11A1 EPN3 GPRC5A KRT18 SMID_BREAST_CANCER_NORMAL_LIKE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_NORMAL_LIKE_UP AASS ABCA6 ABCA8 ABCB1 ABLIM1 ACACB ACAP1 ACKR1 ACTA2 ACVRL1 ADAM28 ADARB1 ADD3 ADGRF5 ADH1B AIF1 ALDH1A1 ANGEL1 ANGPT2 ANK2 AOAH AOC3 APLNR APOBEC3G AQP1 ARHGAP15 ARHGAP25 ARHGAP4 ARHGAP45 ARID5A ARL4C ATP2A3 BAALC BANK1 BBOX1 BCL11A BCL11B BIN1 BIN2 BIRC3 BTK BTN3A2 BTN3A3 C1R C1S C3 C7 CASP1 CASP10 CAV1 CCDC102B CCDC69 CCDC88A CCL14 CCL19 CCL2 CCL21 CCL5 CCR2 CCR6 CCR7 CD180 CD19 CD1C CD1D CD1E CD2 CD22 CD244 CD247 CD27 CD302 CD37 CD38 CD3D CD3G CD4 CD40 CD40LG CD48 CD52 CD6 CD69 CD7 CD72 CD74 CD79A CD79B CD8A CD96 CDKN1C CDO1 CELF2 CES1 CFH CFI CH25H CHI3L1 CHL1 CHRDL1 CHRNB2 CIITA CLDN5 CLEC10A CLEC2B CLEC3B CLEC4A CLIC2 CLU CMA1 CNN1 COL14A1 COL17A1 COL18A1 CORO1A COTL1 CPE CPVL CR2 CRY2 CRYAB CSF2RA CSGALNACT1 CSN3 CTSC CTSG CTSW CXCL12 CXCL13 CXCL2 CXCR5 CYLD CYP1B1 CYRIA CYTIP CYTL1 DCN DDX28 DEF6 DEPP1 DES DLK1 DLK2 DMD DOC2B DOCK10 DOCK2 DOK2 DPP4 DPT DST DTNB-AS1 EDN3 EFEMP1 ELMO1 EMCN EMILIN1 ENPP2 EPHA4 EVI2B EZH1 F10 F13A1 FABP4 FAM107A FBLN5 FCER1A FCMR FCRL2 FHL1 FLI1 FLRT2 FLT3LG FMNL1 FMO2 FNDC4 FOLR2 FOXN3 FRZB FXYD1 FYB1 FYN FZD7 GDF7 GEM GGT5 GIMAP4 GIMAP5 GIMAP6 GIT2 GJA4 GLIPR1 GMFG GMIP GNG11 GPR171 GPR18 GPR183 GUSBP11 GVINP1 GZMA GZMB GZMK GZMM HBB HGF HHEX HIVEP2 HLA-DOB HLA-DPA1 HLA-DQB1 HLA-DRA HLA-DRB1 HOXA5 HOXA7 HOXA9 HSPB2 ICAM2 ICOS ID1 ID3 ID4 IFI16 IGF1 IGHA1 IGHD IGHG1 IGHM IGKC IGKV1D-17 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLL3P IGLV2-14 IGLV3-10 IGLV3-25 IL18R1 IL1R1 IL1R2 IL21R IL27RA IL2RG IL33 IL6 IL6R IL7 IL7R IRAG2 IRF8 ISG20 ITGA4 ITGA7 ITGAL ITGB7 ITIH5 ITK ITM2A ITM2C JCHAIN KANK3 KCND3 KCTD12 KCTD7 KIT KLK7 KLRB1 KLRK1 KRI1 KRT14 KRT5 LAMA2 LAMA4 LAMC3 LAMP3 LAT LCK LCP2 LDHB LEF1 LEPR LGALS2 LGALSL LHFPL6 LILRA4 LILRB3 LIME1 LINC01140 LMOD1 LOC100505915 LPCAT4 LPL LRCH4 LRRN3 LST1 LTB LY75 LY9 LY96 LYL1 LYN LYVE1 LYZ LZTS1 MALL MAP4K1 MAP7D3 MAPRE2 MAST3 MATK MATN2 MBP MEF2C MEOX1 MEOX2 MET MFAP4 MGAT3 MME MRC1 MS4A1 MS4A6A MT1M MTRF1 MYH11 MYLK MZB1 NAP1L2 NCF1 NCF4 NCKAP1L NCR3 NFAT5 NKG7 NLRP1 NLRP3 NPR1 NPR2 NR3C2 NRIP2 NRXN1 NRXN2 NSG1 NT5E NTRK2 ODAM OPRPN OXTR P2RX5 P2RY14 P3H2 PACRG PALMD PAX5 PCSK5 PDE2A PDGFD PDGFRA PECAM1 PELI2 PIK3CD PIK3R1 PLA2G2A PLAC8 PLCB2 PLCL2 PLEKHO1 PLPP3 PLTP PNOC POU2AF1 POU5F1 POU6F1 PPP1R16B PPP2R1B PPP3CC PRF1 PRKCB PRKCQ PROS1 PTGDS PTGER4 PTN PTPN22 PTPRC PTPRCAP PVRIG RAC2 RASA4 RASGRP2 RASGRP3 RBMS1 RELN RGS5 RIPOR2 RNASE6 RNF125 ROBO3 RRN3 RUBCNL RUNX1T1 RUNX3 S100B SAA1 SATB1 SEL1L3 SELE SELENOP SELL SERPING1 SFRP1 SH2D1A SIGLEC1 SIT1 SKAP2 SLA SLC12A4 SLC16A7 SLC6A14 SLCO3A1 SLIT3 SNCAIP SNX1 SORBS1 SOSTDC1 SP110 SP140 SPARCL1 SPIB SPINK5 SPRY2 SRGN SRPX ST3GAL2 ST6GAL1 STAG3 STAP1 STK10 SVEP1 SYNE1 SYNE3 SYNM TCF4 TCL1A TEP1 TESC TESPA1 TF TFPI TGFBR3 THBD THEMIS2 TIE1 TLE4 TMOD1 TNFAIP8 TNFRSF17 TNFRSF1B TNFRSF25 TNXA TP63 TRAC TRAF3IP3 TRAT1 TRBC1 TRBC2 TRDC TRGC1 TSPAN7 TXNIP VAMP1 VAMP5 VCAM1 VEGFD VILL VNN2 VPREB3 WIF1 WIPF1 XCL1 ZAP70 ZBP1 ZBTB20 ZEB1 SMID_BREAST_CANCER_RELAPSE_IN_BONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_BONE_DN ACAN ACE2 ACTG2 ACTL8 ADD2 AKR1C1 AMD1 ANP32E APBA2 AQP5 ARL4C ART3 ATP6V1A BAG2 BBOX1 BCL11A BGN BMP1 C6orf62 CA9 CALU CAPN6 CASK CCL20 CD22 CD24P2 CD24P4 CD44 CD52 CDC5L CDH19 CDKAL1 CDKN2A CDV3 CEACAM1 CEP170 CHI3L2 CHRM3 CHST3 CLDN1 CLDN10 CLIC4 CLIP4 COCH COL11A2 COL2A1 COL4A2 COL9A3 CP CRLF1 CRYAB CSN3 CTAG1B CWF19L1 CXCL5 CXCL8 CXCR4 CYBA CYP26B1 CYP39A1 DKK1 DLAT DNAJB4 DSC2 DSC3 DSG1 EDN1 EGFR EIF5A ELF5 ELN EN1 ENO1 EPHB3 EPHX3 EPRS1 EXOC5 FABP7 FBXO17 FERMT1 FGFBP1 FLNA FNDC4 FOLH1 FOXC1 FOXO3 FSCN1 FYN FZD7 FZD9 GABRP GAD2 GAGE1 GAL GALNT14 GART GBP1 GDI2 GJB3 GLDC GPM6B GPR161 GPR19 GPSM2 GSTM4 HAPLN1 HLA-DOB HLA-DQB2 HLA-G HOXA9 HPCAL1 HSPD1 ID4 IFI16 IGF2BP2 IGF2BP3 IGHG1 IGHV1-69 IGHV3-23 IGHV3-33 IGHV3-7 IGHV4-34 IGHV4-61 IGKV1D-13 IGKV1D-17 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV1OR2-108 IGKV2D-28 IGKV3-20 IGKV4-1 IGLC2 IGLV2-14 IGLV3-10 IGLV3-19 IGLV3-25 IL12RB2 IL1R2 IL32 IMPA2 ITGA6 ITM2C KCNG1 KCNK5 KCNN4 KHDRBS3 KLF5 KLF6 KLHL24 KLHL7 KLK10 KLK5 KLK6 KLK7 KRT14 KRT16 KRT17 KRT23 KRT5 KRT6A KRT6B KRT81 KRT83 KYNU L1CAM LAMP3 LDHB LEFTY2 LGALS2 LGR5 LMO4 LRP12 LTBP1 MAGEA12 MAGEA2 MAGEA3 MAGEA4 MAGEA5P MALL MAP4K1 MAPK8 MARCO MCL1 MCM5 MDC1 MFGE8 MIA MICALL1 MMP14 MMP7 MRAS MSH6 MSLN MTAP MUC16 NDUFA4L2 NFIB NFIX NFYC NKX2-5 NLRP1 NMU NPRL3 NPTX2 NSD2 NUP62 OBP2A OBP2B OCA2 ODAM PADI2 PALS2 PAX6 PDAP1 PDE9A PDK1 PDPN PDZK1IP1 PEG10 PEG3 PERP PGBD5 PGRMC1 PHGDH PI3 PICALM PKP1 PLA2G4A PLEKHB1 PLOD2 POU2AF1 PRAME PRDM13 PRELP PRKD3 PRKDC PRKX PSAT1 PSPH PTGFR PTGS2 PTP4A3 PTPRF PTPRZ1 PTX3 PYGB QKI QPCT RAB23 RAC2 RARRES1 RBP1 RHEB RIOK3 ROPN1 RRAGD RUNX3 RYR1 S100A1 S100A2 S100A8 S100A9 S100B SCRG1 SERPINB2 SFRP1 SIGMAR1 SIX3 SLC16A1 SLC16A3 SLC25A37 SLC2A3 SLC43A3 SLC6A14 SLC7A5 SLPI SMPDL3B SOD2 SOSTDC1 SOX10 SOX11 SOX9 SPIB SRD5A1 SSRP1 ST8SIA1 STIP1 STXBP6 SYCP1 SYNM TAGLN2 TBX19 TDO2 TFAP2C TFCP2L1 TM4SF1 TMEM158 TMEM45A TMSB15A TNFRSF11B TNFRSF21 TP53 TRIM2 TRIM29 TTLL4 TTYH1 TUBB2A TUBB2B UCHL1 USP34 VEGFA VGLL1 WARS1 WIF1 WNT5B WTAP WWTR1 YBX1 YBX3 YWHAE YWHAZ ZFP36L2 ZIC1 SMID_BREAST_CANCER_RELAPSE_IN_BONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_BONE_UP ABAT ACADSB ADH1B AGR2 ANXA9 ASCL1 ATRNL1 BCAS1 CA12 CAMP CAPN9 CCNO CEACAM5 CEACAM6 CELSR1 CHAD CITED1 CLGN CPB1 CRIP1 CYP2B6 CYP2B7P DCLK1 DNALI1 DUSP4 EPHA3 ESR1 EVL FAIM2 FBP1 FGFR3 GALNT6 GALNT7 GATA3 GFRA1 GP2 GPC1-AS1 GSTT2 HBA1 HMGCS2 HPX IL24 INPP4B INPP5J JMJD7-PLA2G4B KAZALD1 KIF5C LIN7A LRP1B MAST4 MATN3 MB MGAM MLPH MSMB MUC1 NAT1 NELL2 NR2F1 PAH PDE4DIP PGAP3 PGGHG PIDD1 PIERCE1 PLA1A PLK2 PSD3 PTPRT RAPGEF3 REPS2 RETREG1 RND1 SCCPDH SCGB1D2 SCGB2A1 SCGB2A2 SCUBE2 SEMA3B SEPTIN8 SERPINA5 SIL1 SLC19A2 SLC1A1 SLC39A6 SLC44A4 SLC4A8 SPDEF SYT1 TBC1D19 TFF1 TFF3 TFPI2 TIMP4 TMEM101 TOM1L1 TOX3 TSPAN1 TTC12 SMID_BREAST_CANCER_RELAPSE_IN_BRAIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_BRAIN_DN ADIRF AGR2 ALCAM ARMT1 ASAH1 ASTN2 BIK C4A CA12 CCNO CDS1 CELSR1 CHST8 CLCN3 CLGN COL4A5 CRIP1 CXXC4 CYP2D7 CYP4B1 DACH1 DCAF10 DEPTOR DNAJC12 DNALI1 ELAPOR1 ERBB3 ERBB4 ESR1 EVL GALNT6 GATA3 GATB GOLGA2P5 GPC1-AS1 GREB1 GSTM3 IKBKB IL11 IL6ST INPP5J ITPR1 IVD JMJD7-PLA2G4B KDM4B LIN7A MAP9 MAPKBP1 MAPT MAST4 MCCC2 MLPH N4BP2L2 NPDC1 NRIP1 PGRMC2 PSD3 QDPR RAB27B RBM47 RET SELENBP1 SERPINA5 SIDT1 SLC19A2 SLC27A2 SLC44A4 SLC4A8 SLC7A8 SLC9A1 SPDEF ST6GALNAC2 STK32B TBC1D9 TFF3 TJP3 TOX3 TSFM TTC9 VAV3 ZNF446 ZNF91 SMID_BREAST_CANCER_RELAPSE_IN_BRAIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_BRAIN_UP ART3 BCL11A CCKAR CDH3 CENPF CENPN CHST3 COL9A3 CP CXCL9 DLX5 EGFL6 EGFR EN1 FOLR1 GDF5 HOXA9 IGHV3-23 IGHV4-61 IMPA2 KCNK5 KIFC1 KRT16 LDHB MCM10 MCM5 MMP7 PRAME PRKX PTX3 RARRES1 SCRG1 SFRP1 ST8SIA1 TMSB15A TNFRSF21 TRIM29 TTLL4 VGLL1 VSNL1 WWTR1 SMID_BREAST_CANCER_RELAPSE_IN_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_LIVER_DN ARNT2 CFB CPB1 DNAJC12 DNALI1 ELOVL2 GLRB PCSK6 RND2 STC2 SMID_BREAST_CANCER_RELAPSE_IN_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_LIVER_UP CLIC3 CRLF1 FGB KYNU PPP1R1A S100A8 SMID_BREAST_CANCER_RELAPSE_IN_LUNG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_LUNG_DN ABCA8 ACKR1 ADH1B ADIPOQ ASPN CILP CLDN5 COL14A1 COMP CXCL14 DNALI1 DPT DUSP6 FABP4 HMGCS2 IGF1 ITGA7 LMOD1 LRRC31 LRRN3 NAT1 PDCD4 PPP1R1A PRODH RAPGEF3 SCGB1D2 SCGB2A1 SCGB2A2 SCUBE2 SFRP4 SLC1A1 TBC1D19 TFAP2B TFF1 TIMP4 TNXA TOX3 TTC12 SMID_BREAST_CANCER_RELAPSE_IN_LUNG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_LUNG_UP ADD2 ANP32E CLIC4 COL2A1 CSPG4 CTSV FOXD1 HAPLN1 KLK6 KLK7 KPNA4 KRT17 MMP14 MUC16 NMU PRAME PSPH RYR1 SLC7A5 TNNI2 TTYH1 UCHL1 SMID_BREAST_CANCER_RELAPSE_IN_PLEURA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_PLEURA_DN BAMBI CCL18 CDH3 CEACAM1 CHAC1 CP CST1 CXCL9 FABP7 FRMPD1 FYB1 GABBR1 HCP5 HLA-DQB1 IGHV3-21 IGKV1D-13 IGKV1D-17 IGKV1D-39 IGKV3-20 INAVA LTF MAGEA3 MIA PEG10 POPDC3 PSAT1 S100A7 S100A9 S100P SIX1 SLPI SRD5A1 SMID_BREAST_CANCER_RELAPSE_IN_PLEURA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMID_BREAST_CANCER_RELAPSE_IN_PLEURA_UP CHN2 CXCL14 GJA1 SYNGR3 TENM3 TPPP3 SMIRNOV_CIRCULATING_ENDOTHELIOCYTES_IN_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_CIRCULATING_ENDOTHELIOCYTES_IN_CANCER_DN ANGPTL4 CD34 OLR1 RPS27A SELE SMIRNOV_CIRCULATING_ENDOTHELIOCYTES_IN_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_CIRCULATING_ENDOTHELIOCYTES_IN_CANCER_UP ABCA1 ABCB1 ABCG1 ACSL1 ADAP2 ADGRE2 ADM ALOX5 ANPEP APOB AQP9 ARHGAP8 B4GALT5 BCAT1 BHLHE40 BIRC5 BLVRA BST1 C3AR1 C5AR1 CCL20 CCR1 CD14 CD1D CD58 CD9 CD93 CDA CDKN1A CEBPB CHI3L1 CHKA CHN1 CIAO1 CKB CLN8 CLU COL7A1 CREM CSF2RA CTSB CTSL CXCL8 CXCR1 CYP1A1 CYP1B1 CYP27A1 DAPK2 DHCR7 DHRS3 DKK3 DPH1 DSE DUSP4 EGR1 ELF4 ENG EPAS1 EPHA4 FBP1 FCGR2A FPR1 GAB2 GLUL GM2A GNA15 H2AC8 HBEGF HCK HMOX1 HNMT HPSE HS3ST1 HSPA6 IER3 IFNGR1 IFNGR2 IGFBP3 IL21R INSIG1 IRAK3 KCNJ15 KDM5B KIT LRRC17 MAFF MAFG MAPK7 MARCKSL1 MARCO MCAM MECP2 MPP1 MYLK NBL1 NCF2 NOD2 NRG1 P2RX1 P2RY2 PDLIM7 PERP PFKFB3 PLAAT1 PLAU PLIN2 PMP22 PPARD PPBP PROS1 PRSS23 PTGES QSOX1 RAB13 RAB33A RARA RGS1 RGS16 RGS3 RNASE2 RRAGD SC5D SCML1 SERPINB13 SERPINB2 SGSH SHC1 SKIL SLA SLC16A6 SLC22A4 SLC23A2 SLC2A3 SLC7A5 SLCO4A1 SMAD7 SMARCD3 SMURF2 SPARC SPHK1 SYNGR3 TGFB1 TGFBI THBD THBS1 TIE1 TIMP2 TLR2 TLR8 TMBIM1 TNFRSF1A TNFRSF1B TNS1 ULK1 UPB1 VEGFA WNT5A YARS1 ZNF134 ZNF395 SMIRNOV_RESPONSE_TO_IR_2HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_RESPONSE_TO_IR_2HR_DN ADM APAF1 APOLD1 ATF7IP2 ATP10D AURKA BANP BBS10 BCL11A BCL2 CCNG2 CCR6 CENPA DEPDC1 DIPK1A EPOR FAM200C GOLPH3L GPR15 HERC2P9 HILPDA HSPA1A HSPA1B IL16 INSIG2 JAK2 JRKL KCNN3 KDM3A KIF20A KLF2 MLH3 MORC2 MSMO1 PLA2G4A PMS1 PSRC1 RAB3GAP2 RAD54B RGS3 RIPOR2 RSBN1 S100PBP SLC2A3 SLC35A1 SLC5A3 ST8SIA4 STK38 STK38L TMCC1 TSPAN12 TTC9 VGLL4 YEATS2 ZBTB32 ZNF248 ZNF280D SMIRNOV_RESPONSE_TO_IR_2HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_RESPONSE_TO_IR_2HR_UP AEN ATF3 BBC3 CCL3 CD83 CDC25A CDKN1A CLK1 ELK4 FAS FOSL1 GADD45A GDF15 H3-3B HAPSTR1 HCAR3 HLA-DPA1 ID2 IER3 IER5 INKA2 JUN KLF5 MDM2 MNT NUDT15 NUP160 PCIF1 PHF14 PHLDA3 PIM1 PLK2 PMAIP1 PPM1D PPP1R15A PPP4R3B PSMD11 PTGER4 RAB11FIP1 RGS16 RNF19B RRAD SENP6 SESN1 SGK1 SLC30A1 SLC7A11 SOX9 TIGAR TNFRSF10B TNFSF9 ZBTB10 ZFP36L2 SMIRNOV_RESPONSE_TO_IR_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_RESPONSE_TO_IR_6HR_DN ACAP1 ACKR3 AIM2 ARHGAP11A ASPM ATP2A3 ATP8A1 AURKA BNIP3 BUB1 CACNA1A CCL4 CCNB1 CCNG2 CCR1 CCR6 CD22 CD300A CD55 CD69 CDC20 CDCA3 CDK5R1 CENPA CENPE CENPF CLEC2D CR2 CYBB DEPDC1 DLGAP5 DUSP2 EGLN1 EGLN3 EGR1 EGR3 ELOVL6 ENTPD1 EVI2A FKBP4 GEMIN4 GFOD1 GGA2 GPR18 H1-0 H1-10 HEY1 HHEX HILPDA HK2 HMMR IER2 IL16 INSIG1 INSIG2 ITGA4 KCTD12 KDM3A KIF14 KIF20A KIF23 KLF2 KLF6 LCP2 LDLR LPCAT4 LTA MACIR MAFF MNT MYC NEK2 NR4A2 OAS1 P2RX5 P4HA1 PDK1 PLK1 POLR3G PSRC1 PTPRC PTPRCAP PVRIG RAB33A RGCC RGS1 RGS2 RIPOR2 RNASE6 RNASET2 SCD SIPA1 SIT1 SLC16A3 SLC19A1 SLC2A3 SMCO4 STS SUN2 TCL1A TLE3 TMEM45A TNF TPX2 TRAF3IP3 TRAF5 TRIB1 UBE2C UBE2S VGLL4 ZBTB32 ZFP36 ZNF318 ZNF395 SMIRNOV_RESPONSE_TO_IR_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMIRNOV_RESPONSE_TO_IR_6HR_UP AAK1 ABCA12 ACTA2 ADCY1 AEN ANKRA2 ANO3 APAF1 APOBEC3B APOBEC3C APOBEC3G APTX ASTN2 ATF3 BBC3 BBS4 BTG2 C11orf24 CCDC90B CCNG1 CCP110 CCSER2 CD70 CDC42 CDC42EP4 CDIP1 CDKN1A CEACAM1 CES2 CGRRF1 CHMP3 CLGN CLK1 CLK4 CLP1 CROT CSF1 CYP4F3 DDB2 DDIT3 DDR1 DLG5 DNAJB4 DRAM1 DSE DUSP14 EI24 F2R FAM169A FAS FBXW7 FDXR FEZ1 FGF2 FHL2 FOSL1 FUCA1 FZD6 GADD45A GAMT GCH1 GDF15 GLS2 GNB2 HCAR3 HRAS ID3 IER3 IGHV4-61 INKA2 INPP1 ITM2A ITM2B ITPKC JADE3 KCNN3 LAMP3 LDLRAD4 LIG1 LMNA MACO1 MAD1L1 MAP4K4 MDM2 MICALL1 MLF2 MOSPD1 MR1 MRPL49 MT1F MT1H MT1X MYBL1 MYH10 NABP1 NHLH2 NINJ1 NOPCHAP1 NOTCH1 NUDT15 ORAI3 PBLD PDE4B PGAP1 PGF PHLDA3 PIDD1 PLK2 PLXNB2 PMAIP1 PODXL POLH PPM1D PRKAB1 PROCR PSEN2 PSTPIP2 RAB1A RAB23 RABGGTA RAD51C RALGDS RAP2B RETSAT RFX7 RGS16 RNF19B RRAD RXRA SAC3D1 SDC1 SEC61A1 SESN1 SLC30A1 SLC35D1 SLC35E3 SLC7A6 SMAD5 SOCS1 SOCS2 SPARC STX6 TAX1BP3 TENT5A TIGAR TM7SF3 TMEM168 TMT1A TNFRSF10B TNFSF4 TNFSF9 TOB1 TP53I3 TP53TG1 TRAF4 TRIAP1 TRIM23 TRIM32 WRAP73 XPC ZBED1 ZBTB20 ZMAT3 ZNF195 ZNF623 ZNF654 ZNF79 ZP3 SMITH_LIVER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMITH_LIVER_CANCER ACACA ADIPOR1 ALDH1A1 AMACR ANXA7 AURKA BMI1 BNIP3 CDKN3 CENPF CHPT1 COPS5 CTNNA2 CXCL8 DDC FDPS GSTA4 GSTM4 HJURP HTATIP2 IFT20 IMPA2 MTFR1 NCOA2 NHP2 PAK4 PDCD5 PEX2 PFDN6 PGRMC1 PIR PLA2G12B PMVK PPP2R5A RAB4A RHOBTB3 SDC2 SDHC SEMA5A TBCE TBX3 TMEM106C TNFAIP3 TOB1 TOP2A TP53BP2 ZBTB18 SMITH_TERT_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMITH_TERT_TARGETS_DN A2M ABR ACLY ADIPOQ AHCY AKR1C3 AKT1 ALDH3A2 ALDH7A1 ANXA4 APEX1 ARHGAP25 ARHGDIB ASAH1 CALML3 CAT CBR1 CCNG1 CD47 CDSN CHMP1A CLP1 CPOX DHCR24 DNA2 DUSP6 EHHADH FAH FAM53B FOSB GAMT GM2A GRK5 GSN GSTO1 HSPA2 IDI1 IFI30 IL1RN KANK1 KYNU L1CAM LAMP2 LIPA MMP2 NEFL NEFM NID2 NME4 NSDHL OAT PAM PCNA PGF PIK3R3 PML PNP PON2 POU5F1 PPP1R7 PTHLH RAB11A RAB40B RRAGA SAA1 SERPINB6 SERPING1 SIRPA SORD SP110 SPEG SRD5A1 STAT4 TAGLN TCF4 THY1 TNFSF10 TNFSF9 TRADD TST TUBB3 UGP2 UNC119 USP47 VAV2 VSNL1 XRCC5 SMITH_TERT_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SMITH_TERT_TARGETS_UP AARS1 ABI2 ADAM8 AHR AIMP1 ALKBH1 APBB2 ASNS ATF3 ATXN2L BCL7B BMP2 CBLB CBX5 CCDC85B CCNA1 CCNH CD55 CDC6 CDK4 CDKN2A CDKN3 CEBPD CEBPG CEP57 CKAP5 CLPP COL11A1 COMMD1 CREBBP CTH CXCL2 CYC1 DAP DCTN2 DDX10 DGUOK DR1 DUSP1 DYNLT1 DYRK1A DYRK4 EGFR EIF2S1 ELF4 ENOX2 EPCAM EPHA2 EPS8 ETV6 EWSR1 EXOSC7 FERMT2 FGF2 FOXD1 G6PD GATA6 GFPT1 GK GNL2 GOT1 GPKOW GSS GTF2E2 H1-10 HERPUD1 HNRNPD HSD17B8 HSF2 HSPA5 HYOU1 IL10RB IL13RA2 ILF2 INTS9 JOSD1 KDM5C KLF5 LHFPL2 LMO4 MAPK9 MARS1 MCFD2 MIA2 MICB MLH1 MRPL49 MRPL58 MTHFD2 NEK3 NELFE NFIL3 NFKB1 NFX1 NPC1 NUP88 PCCB PIGA PIGH PPP1R11 PPP2CA PPP2R2A PPWD1 PRRC2A PSMD11 PSMD4 PSMD7 PSMD9 PTGS2 PYCR1 R3HDM1 RAE1 RBM10 RCOR1 RPP30 SH3BGR SHMT2 SLC1A5 SLC33A1 SMAD1 SMAD7 SNRPA1 SNW1 SRP19 SRSF11 STK3 SULT1E1 TCEA1 TGIF1 THAP9-AS1 TNC TOMM34 TOP1 TRPC1 TSG101 UBE2S UFM1 UQCRFS1 UVRAG WASF1 XBP1 XPC ZFP36 ZNF165 ZNF274 SNIJDERS_AMPLIFIED_IN_HEAD_AND_NECK_TUMORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SNIJDERS_AMPLIFIED_IN_HEAD_AND_NECK_TUMORS ADAM9 BAG4 BIRC2 BIRC3 CCND1 CD44 CDK6 CTTN EGFR EYS FGF3 FGFR1 FJX1 FZD1 GLI2 IL7R JAG1 KDM4C LAMA3 MAPK8IP1 MDM2 MMP7 PAK1 PHF21A PTP4A1 PTPRD PTPRR RAD1 RBPJ SKP2 STIM2 TACC1 TLN1 TM4SF1 TRAF6 UHRF2 YAP1 SOGA_COLORECTAL_CANCER_MYC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOGA_COLORECTAL_CANCER_MYC_DN ACAA1 ACADS ACO2 ACSS2 B3GALT1 B3GNT2 B3GNT5 CD36 CDS1 CPT2 DHRS3 ECI2 ENPP6 FABP2 FAS FUCA1 GBA3 HADHB LDHD MAPK3 MKNK1 MKNK2 NEU4 PAFAH1B1 PAFAH2 PAPSS2 PCK2 PGM1 PIP4K2C PIP5K1B PLA2G10 PLCD1 PLCD3 PLPP1 PMM1 PPARD PPM1A RETSAT RXRA SLC16A12 SLC17A4 SLC17A5 SLC1A1 SLC22A18 SLC22A18AS SLC22A5 SLC25A24 SLC26A2 SLC26A3 SLC30A10 SLC30A4 SLC31A2 SLC35A3 SLC35A5 SLC35B3 SLC35D1 SLC37A2 SLC41A2 SLC44A1 SLC46A3 SLC4A4 SLC8B1 SLCO2A1 SLCO4C1 SMPD1 SULT1A2 SULT1A4 TNFRSF1A TRAF6 UGP2 UGT2A3 SOGA_COLORECTAL_CANCER_MYC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOGA_COLORECTAL_CANCER_MYC_UP ADCY3 ADSL AGK AHCY ALDH1B1 AMPD2 ASNS ATIC ATR B4GALT2 CAD CDK4 CTPS1 DHODH DTYMK DUT ENO1 ENOPH1 GART GLO1 GMPS GNPDA1 GNPNAT1 GPI HPRT1 IMPDH1 LDHB MECR MTHFD1L MTHFD2 MTR NME1 NUDT5 ODC1 PAICS PFAS PFKM PNPT1 POLA1 POLA2 POLD1 POLD2 POLE2 POLE3 POLR1B POLR1D POLR1E POLR1H POLR2D POLR2I POLR3H POLR3K PPAT PPT1 PRIM1 PRPS1L1 PRPS2 PYCR1 PYCR2 PYCR3 RPIA RRM1 SHMT2 SLC12A8 SLC12A9 SLC19A1 SLC25A14 SLC25A15 SLC25A17 SLC25A19 SLC25A32 SLC39A6 SLC4A2 SLC7A1 SLC7A5 SLC7A6 SLCO4A1 SRM TST TYMS UCKL1 UMPS SONG_TARGETS_OF_IE86_CMV_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SONG_TARGETS_OF_IE86_CMV_PROTEIN BARD1 BLM BTG3 CASP3 CCNE1 CDK1 CDT1 CORT CSPG5 DCK DDX23 DHFR DLEU1 DNAJC9 E2F1 EZH2 FLAD1 FOXM1 H2AX HMGB2 KIF11 MAD2L1 MCM2 MCM3 MCM5 MCM6 MCM7 MSH2 MYBL2 MYRF NASP NUP214 PCLAF PCNA PNP POLA1 POLD3 PPIH PTTG1 RAB27A RAD51C RFC2 RFC3 RPA1 RRM1 SLC29A1 TFAM TK1 TMEM106C TOPBP1 TPX2 TYMS UMPS UNG ZWINT SOTIRIOU_BREAST_CANCER_GRADE_1_VS_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOTIRIOU_BREAST_CANCER_GRADE_1_VS_3_DN AASS AKAP11 ANG ARHGEF12 ARHGEF40 BBOF1 BBS1 CASP9 CFAP69 CIRBP CRTC3 CRY2 CTDSP1 CX3CR1 CYBRD1 DEAF1 DIXDC1 DYNC2H1 DZANK1 ECHDC2 FOS FRY GFOD3P IFT46 IFT88 JHY KIF13B LAMB2 LTBP3 MARCHF8 MPHOSPH8 NBR1 NF1 NME5 NYNRIN PIGV RGPD5 RUNX1 SESN1 SIRT3 SLC24A1 SMARCA2 SNX1 STARD13 STAT5B SYNC TBC1D17 TP53BP1 TPT1 WDR19 ZFP2 ZNF395 ZNF862 SOTIRIOU_BREAST_CANCER_GRADE_1_VS_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOTIRIOU_BREAST_CANCER_GRADE_1_VS_3_UP APOBEC3B ASPM AURKA AURKB BIRC5 BLM BOLA2 BUB1 BUB1B BYSL CCNA2 CCNB1 CCNB2 CCNE2 CCT5 CDC20 CDC25A CDC45 CDCA3 CDCA8 CDK1 CDK2 CDKN3 CENPA CENPE CENPF CENPI CENPN CENPU CEP55 CHEK1 CKS2 CMC2 COX7B DDX39A DLGAP5 DNAJC9 DONSON DSCC1 DSN1 E2F1 E2F8 ECT2 ELOC ESPL1 EXO1 EZH2 FBXO5 FEN1 FOXM1 GINS1 GMPS GTPBP4 GTSE1 H2AZ1 H2AZ2 H4C2 HCCS HJURP HMCES HMGB3 HMMR ITCH JMJD6 JPT1 KIF11 KIF14 KIF15 KIF18B KIF20A KIF2C KIF4A KIFC1 KPNA2 LAGE3 LMNB1 MAD2L1 MARS1 MCM10 MCM2 MCM3 MCM4 MCM6 MELK MIS18A MKI67 MRPL12 MRPL15 MRPS17 MYBL2 NCAPG NCAPG2 NCAPH NDC80 NEK2 NME1 NUDT1 NUP93 NUSAP1 NUTF2 OIP5 ORMDL2 PARPBP PDSS1 PFDN6 PIMREG PKMYT1 PLK1 POLQ POLR2K PRC1 PSMA7 PSMD12 PTTG1 PTTG3P QPRT RAB5IF RACGAP1 RAD51 RAD54B RFC4 RNASEH2A RRM2 SHMT2 SLC52A2 SLC7A5 SNRPC SNRPF SNRPG SPAG5 STIL STIP1 STMN1 TACC3 TIMELESS TIMM10 TMPO TOMM70 TOP2A TPX2 TRIP13 TROAP TTK TUBA1A TUBA1B TUBA1C TXN TXNRD1 UBE2C UBE2N UBE2S VRK1 XPOT ZWINT SOUCEK_MYC_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SOUCEK_MYC_TARGETS CCL15 CCL21 CCL5 CCL7 CSF2RB CXCL13 CXCL3 CXCL6 KLF6 LILRB3 SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_2FC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_2FC_DN ADM ARL4C CD38 CLEC2B CLEC2D CTSS DNAJB9 EXOC5 IGF1 IL32 LEF1 LPAR6 MAN2A1 NFIL3 PDE4B PSPHP1 PTPRO SLC2A5 STS TMPRSS3 WFDC2 SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_2FC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_2FC_UP ARPC4 ATP8B1 COPG1 DPYSL2 FCER2 HSPB1 MEIS2 RGS20 ROBO1 RRP1 STXBP2 TCF7 UGT2B17 SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_DN ABCG1 ABT1 ACSL1 ACTR2 ADA2 ADCY3 ADH5 ADM AICDA AIMP1 AIP AK4 AKAP10 ALDH3A2 ALG5 ALG6 ALKBH1 ANP32A ANXA11 ANXA2 AP2B1 AP3B1 APOL1 ARAF ARF4 ARFGEF1 ARFIP2 ARHGEF7 ARL1 ARL2BP ARL4C ARL5A ARPC5 ARPC5L ASAH1 ASH2L ATG5 ATP5F1B ATP5PO ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1G1 ATXN1 ATXN10 AZIN1 B4GALT6 BABAM2 BAG1 BAG2 BCL2L2 BECN1 BET1 BIRC2 BRCC3 BTG2 BTN2A1 BTRC C12orf4 C1D CAMKK2 CAP1 CAPN7 CAPRIN1 CASP7 CAT CBX4 CCDC6 CCNB1IP1 CCNC CCNH CCT2 CCT4 CCT6B CCZ1 CD164 CD28 CD38 CD40 CD46 CD53 CD59 CD63 CDC123 CDC16 CDC23 CDC27 CDYL CFLAR CGGBP1 CHKB CIDEC CKAP4 CLCN3 CLEC2B CLEC2D CLOCK CLP1 CLTC CMPK1 CNIH1 CNOT2 CNOT8 COPA COPB2 COPS4 COX10 COX7A2L CPSF4 CRADD CREB1 CREBL2 CREM CRK CRLF3 CRYZ CSDE1 CSNK1A1 CSTF2 CTBS CTDSP2 CTSS CUL1 CUL4B CUL5 CYB5R4 CYP2A6 DAP3 DAZAP2 DBT DCTN3 DCTN4 DCTN6 DDB1 DDOST DDX21 DDX24 DEDD DHX15 DLD DLEU1 DNAJA1 DNAJB9 DNAJC15 DOK2 DPH1 DRG1 DUSP12 DUSP5 E2F6 ECI2 EGLN1 EIF1AX EIF2AK3 EIF2B3 EIF2S1 EIF2S2 EIF5 ELOA EMC3 EPOR ERGIC3 ETF1 ETNK1 EVI2A EXOC5 EXOSC5 FARS2 FAS FICD FMR1 FZD3 G3BP2 GABPA GALC GARS1 GATM GBF1 GBP1 GDE1 GDI2 GEMIN4 GHITM GLG1 GLIPR1 GMCL1 GMFB GMPR2 GNAI3 GNB1 GOLGA1 GOLGA4 GOLGA7 GOLGA8A GOSR2 GPHN GPNMB GPR137B GPR15 GPR27 GRK3 GRK5 GRM6 GRSF1 GTF2B GTPBP2 GTPBP4 GTPBP6 GYS1 HADHA HADHB HMGN4 HPCAL1 HSD17B12 HSP90AB1 HSPA14 HSPA8 ICAM2 IDH3B IDS IFITM1 IGF1 IGHMBP2 IL10RA IL32 ILK IPO5 IPO7 IRF2 ISG20 ITM2B ITPA ITPR1 JAK1 JTB KAT6A KAT6B KIF2A KIF5B KIFAP3 KLF10 KLF6 KLHDC2 LAMTOR3 LAP3 LAPTM4A LCP1 LEF1 LGMN LILRB1 LIMA1 LIPA LMAN1 LPAR6 LYST M6PR MAN2A1 MAP1LC3B MAP2K1 MAP3K7 MAPKAPK5 MAPRE1 MARCKS MBD4 MCCC2 MCL1 MCM2 MCM3AP MDH2 MED1 MED21 MED6 MEF2C METTL13 MFAP1 MFAP3 MICU1 MIPEP MKKS MKLN1 MKRN1 MLH1 MLH3 MLLT10 MRPL49 MRPS35 MRPS7 MTF2 MTIF2 MYD88 MYLIP MYO5A NAGK NAPA NAT1 NBN NCBP3 NCK1 NCK2 NDUFA10 NDUFAB1 NDUFS4 NEU1 NFATC3 NFE2L2 NFIL3 NFKB1 NFYB NIBAN1 NMD3 NME6 NMT2 NOLC1 NPTN NSF NSFL1C OAS2 OAS3 OAZ2 ODC1 OPTN ORC4 OSBP OXSR1 P2RX4 PABPN1 PALM2AKAP2 PARP4 PBX3 PCBP1 PCYT1A PDCD10 PDCD6 PDE3B PDE4B PDHX PDIA5 PDK3 PDLIM5 PEPD PEX11B PEX12 PEX19 PFKP PGM1 PGRMC1 PIAS1 PICALM PIGL PIP5K1B PITPNA PITPNB PJA1 PKIA PNMA1 PNOC PNP POLE3 POLR2B POLR2C POLR2D PPA1 PPIE PPM1A PPP1CC PPP1R2 PPP1R8 PPP2R2A PPP3CB PPT1 PRCP PRDX3 PRDX4 PRKAB1 PRKACB PRKAG1 PRKCI PRMT5 PRPF18 PRPF4 PRPS1 PRPSAP1 PSAP PSMA1 PSMA2 PSMA3 PSMA5 PSMB1 PSMB8 PSMB9 PSMD11 PSMD12 PSPH PTBP3 PTDSS1 PTEN PTER PTPN1 PTPN12 PTPN22 PTPRC PTPRE PTPRO PUM2 PWP1 PXMP4 PYROXD1 RAB1A RAB27A RAB4A RAB6A RAB9A RABIF RAC2 RAD1 RAD50 RALB RASSF2 RBM3 RBM5 RBM7 RBPJ RC3H2 RCBTB2 RELA RERE RFC1 RHOB RHOH RHOQ RIOK3 RIT1 RNASE6 RNF13 RNF139 RNF4 RNGTT RPA2 RPA3 RPL15 RPN2 RPP14 RPS6KA3 RRAGC RTCB SARS1 SART3 SCAF11 SCAMP3 SCFD1 SCP2 SDF2 SDHA SEC24B SEL1L SELENOW SEMA4D SF1 SF3A1 SF3B1 SFPQ SFSWAP SIAH2 SKAP2 SLAMF1 SLAMF7 SLC12A2 SLC12A7 SLC16A3 SLC17A5 SLC1A1 SLC25A32 SLC25A40 SLC25A5 SLC2A5 SLC38A1 SLC38A2 SLC39A8 SMAD2 SMAD4 SMG1P2 SNAPC3 SNRPB SNRPB2 SNRPN SNUPN SNX3 SNX6 SON SP2 SPAG9 SPTLC1 SQOR SQSTM1 SRD5A1 SRP72 SRPK1 SRSF6 SSR2 ST13 ST8SIA4 STAT3 STK17A STK19 STOML2 STS SUMO3 SYK TAF9 TAX1BP1 TBRG4 TFG TGDS TGOLN2 THEMIS2 TIMM17A TIMM23 TLR7 TM9SF2 TMBIM6 TMED10 TMED3 TMPRSS3 TMX1 TNFAIP1 TNFAIP8 TNFSF10 TOMM20 TPK1 TRAM1 TRAM2 TRAPPC3 TRIM13 TRIM44 TRIP4 TSPAN31 TTC1 TTC3 TUBGCP4 TXNDC9 TXNRD1 UBAP1 UBE2D2 UBE2D3 UBE2K UBE2L6 UBE2N UCHL5 UGP2 URI1 USP1 USP14 USP16 USP8 UTP3 UTRN VBP1 VDAC1 VPS26C VPS41 VPS4B VRK2 VRK3 WASF2 WBP4 WFDC2 XDH XIAP XPNPEP1 YAF2 YARS1 YME1L1 YTHDC1 YWHAQ YWHAZ ZFR ZNF141 ZNF148 ZNF207 ZNF22 ZNF24 ZNF264 ZNF274 ZNF318 ZNF395 ZNF45 ZNF7 ZNF91 ZW10 SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIELMAN_LYMPHOBLAST_EUROPEAN_VS_ASIAN_UP ACOT7 ACOT8 ACOX1 ACTA2 ACTG1 ACTL6A ACY1 ACYP1 ADA ADGRE5 AHCY AHR AKR1A1 ALDH6A1 ANKRD13C-DT ANXA7 AP1B1 AP3S2 APAF1 APBA3 APEX2 APRT ARF1 ARF5 ARHGAP1 ARHGDIB ARID3A ARID4B ARPC4 ATP1A1 ATP5F1D ATP5IF1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5PF ATP8B1 ATXN3 AUP1 AURKA B2M B3GAT3 B4GALT1 B4GALT2 B4GALT7 BANF1 BAX BAZ1B BCAT2 BLK BLOC1S1 BRD8 C1QBP CACYBP CALM1 CCDC85B CCHCR1 CCND2 CCNF CCR10 CD19 CD22 CD2BP2 CD70 CD74 CDC20 CDC42 CDK11B CDK2AP2 CDK5 CEBPB CENPF CENPI CEP43 CEPT1 CFDP1 CHMP1A CHUK CKS2 CLIP1 CMC4 CNPPD1 CNPY3 COPG1 COX4I1 COX5B COX6A1 COX6B1 COX6C CR2 CRCP CSK CSNK1E CSNK1G2 CST3 CSTB CTTN CUL4A CYB5B CYB5R3 CYP51A1 DAPP1 DARS1 DAZAP1 DBI DCXR DDB2 DDT DDX3X DEAF1 DECR2 DHCR24 DHCR7 DMXL1 DNAJB5 DNAJC8 DNASE1L2 DNASE1L3 DOK1 DPAGT1 DPF2 DPM3 DPYSL2 DROSHA DUS1L DVL1 EBP EIF4EBP1 EIF4G3 ELOB EMD ENO3 ENOPH1 ENSA EP300 EPS15 ERCC1 ERCC5 ERG28 ERH ETV5 EZH2 EZR F8A1 FANCA FARSA FAU FBN1 FCER2 FDPS FDXR FKBP2 FKBP3 FXYD2 G3BP1 GALE GATB GBA1 GCHFR GDI1 GFER GIPC1 GLUD1 GMPS GNL1 GNL2 GOLGA2 GPX4 GRK6 GSDME GSS GTF2F2 GTF2H2 GTF2H3 GTF2I GTF3C1 H2AZ2 H2BC5 H3-3A HAGH HDAC1 HDAC2 HDGFL3 HEBP2 HERC2 HES1 HEXIM1 HK2 HLA-DOB HMBS HMGB1 HMGB3 HMGCS1 HMGN1 HMHB1 HNRNPA1 HNRNPA2B1 HNRNPA3P1 HNRNPD HNRNPDL HNRNPL HNRNPU HSD17B4 HSPA1A HSPA9 HSPB1 HTT ICAM3 ICMT IFI16 IFNAR2 IFNGR1 IL21R IL27RA IMPDH1 IVD KAT5 KCNK1 KDM5C KHSRP KIF20A KIF22 LCP2 LDB1 LMO2 LSM4 LSS LTA LTB LUC7L MACF1 MAD1L1 MAP2K2 MAP4 MAP4K2 MAPK12 MARCKSL1 MBD3 MBOAT7 MEA1 MEF2D MEIS2 MGAT3 MLF2 MORF4L2 MPST MRM2 MRPL23 MSH5 MTA1 MTHFS MUTYH MYL6 MYL6B MYO9A MZF1 NACA NAGLU NAP1L1 NARF NBAS NCAPG NCOR1 NDC80 NDUFA1 NDUFA2 NDUFA3 NDUFA7 NDUFB1 NDUFB11 NDUFB4 NDUFB7 NDUFB8 NDUFS5 NDUFS6 NDUFS8 NDUFV2 NENF NET1 NFE2L1 NME2 NME4 NONO NPC1 NPIPB3 NPM1 NSDHL NUDT1 NUDT3 NUTF2 OAZ1 ORC6 PABPC3 PAIP1 PARK7 PARP1 PCDHGC3 PCK2 PDCD5 PEBP1 PEX14 PEX6 PFN1 PGAP2 PGLS PHKA2 PHYH PIAS4 PIGB PIN1 PIN4 PKD1 PKD2 PKN1 PMF1 PNPLA6 PNRC1 POLA1 POLA2 POLE POLG POLR2I POLRMT PPA2 PPAN PPIB PQBP1 PRDX2 PRIM2 PRRC2A PSMB3 PSMB5 PSMC3IP PSMD13 PSMD4 PSME2 PTMA PTP4A1 PTPN6 PTPN7 PTTG1 RAB1B RAB5B RAB8A RAD21 RALY RAP2B RBBP4 RBM39 RECQL4 RGS14 RGS20 RHOA ROBO1 RPL19 RPL23 RPL27A RPL36 RPL37 RPL37A RPL39 RPL4 RPLP2 RPN1 RPS23 RPS25 RPS27L RPS28 RPS6KB1 RPS7 RPS8 RREB1 RRM1 RRP1 RRP7A RTN3 RTN4 RXRA S100A11 SACS SAFB SART1 SCAND1 SCLY SEC22A SERF2 SERTAD3 SF3A2 SFN SGPL1 SGTA SLC12A9 SLC2A6 SLC39A7 SLC4A7 SMARCA4 SMARCD2 SNAP29 SNRNP200 SNRNP40 SNRPD1 SOX12 SPA17 SPAG5 SPG7 SRF SRGN SRP14 SRP19 STAT2 STIM1 STK3 STOML1 STT3A STXBP2 SUPT20H SUPT5H TACC3 TADA2A TADA3 TAF15 TAF5 TAF6 TARBP1 TAX1BP3 TBCA TCEA1 TCF7 TCIRG1 TCOF1 TECR TERF2IP TESK1 TEX264 TGIF2 TLE5 TM6SF1 TMC6 TOMM40 TOP2A TP53 TPP1 TPP2 TRA2A TRIM33 TRMT1L TROAP TSPAN3 TTF2 TUBA1A TUBB TUBB2A TUSC2 TXN2 UBE2C UBL5 UCP2 UGT2B17 UQCRC1 UQCRQ VAMP2 VASP VDAC3 VPS11 VPS4A VRK1 WRAP73 WWP2 XRCC1 XRCC2 YARS2 YBX1 YBX3 ZBED5 ZDHHC13 ZMYM2 ZNF14 ZNF212 ZNF232 ZNF330 ZNF544 ZNF84 ZP3 SPIRA_SMOKERS_LUNG_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIRA_SMOKERS_LUNG_CANCER_DN ALMS1 ATP8B1 CCDC81 DCLRE1C DUOX1 GTF2H3 LMO4 PRR11 SPN TCAF1 TSR1 ZC3H7B ZNF160 ZNF611 SPIRA_SMOKERS_LUNG_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SPIRA_SMOKERS_LUNG_CANCER_UP ACTR2 AIDA ANXA3 ARL6IP5 ATP6AP2 C6 CCT2 CD164 CD55 CPNE3 CXCL2 CXCL8 DEFB1 DMD DNAJC12 DUSP6 FCGR3A FGF14 FOS FXR1 NELL2 PLA2G4A PPBP RAB1A RGS1 SERPINA1 SLC39A8 SLC4A4 SOX9 TMED2 TMEM47 TOB1 TPD52 TRAM1 TWF1 UBE2J1 UBXN4 UGCG YWHAE STAEGE_EWING_FAMILY_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAEGE_EWING_FAMILY_TUMOR ADRB3 AMER2 ARX BCL11B BHLHE22 CCK CCND1 CLEC11A CNMD CYP26B1 DKK2 EGR2 FAM156A GDF10 ITM2A JAK1 KCNAB3 KDSR LINGO1 LIPI MAGED4 NPY1R NPY5R PAPPA PCDH11X PCDH8 PRSS35 RNF141 SNHG1 STEAP1 UGT3A2 ZDHHC21 STAMBOLSKY_BOUND_BY_MUTATED_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_BOUND_BY_MUTATED_TP53 ACTR10 CPT1B ECRG4 EEF1AKMT4-ECE2 FRAS1 GHR KLF10 LIG1 MAGEH1 MARK2 MRTFB NFS1 PCDHA7 SKP2 SPRING1 STATH TUBA1C VIPR2 STAMBOLSKY_RESPONSE_TO_VITAMIN_D3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_RESPONSE_TO_VITAMIN_D3_DN ATP6V0A4 C6orf52 CABYR CDS2 CKLF COL5A1 DAPK1 EFS FBXO32 HBA2 HMGN4 IPP KAT2B LINC02481 MAML2 MEAF6 NAALADL2 NRF1 NUP54 PIGR RPL10L SEMA3F SLC38A9 TXNIP ZNF232 STAMBOLSKY_RESPONSE_TO_VITAMIN_D3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_RESPONSE_TO_VITAMIN_D3_UP ACACA ADARB1 AREG ARHGEF28 ARHGEF7 ATP2B1 BGLAP BMPR1B CA9 CADM1 CDK17 CLCA2 CLDN1 CNGA3 CP CR1 CRADD CTBP2 CUL3 CYLC1 CYP24A1 DHX9 DIO2 DNAH17 DNAJC3 DOCK1 EPHA4 ERVW-1 EVA1C FHL2 FMO9P G6PD GNB1 GUSBP5 HACD2 IFIT1 IFNA7 IFNGR1 IL17C ITGA2 KLK6 LIG4 LXN MALAT1 MAP3K21 MCC OSCP1 P2RX2 PAXBP1 PDE3B PDE4B PDGFD PLCL2 PNMT PRDM1 RBMS1 RPS27 S100A7 SEC31A SGPP2 SH3TC1 SLC1A3 SLC26A2 SLC44A5 SLC45A4 SLC4A7 SMOC1 SNTB2 SOCS3 STC1 STK4 STMN3 STRN TGIF1 TM7SF2 TM9SF3 TRIB2 TSPAN5 TTC39C VTN WDFY1 WLS ZBED1 ZNF606 STAMBOLSKY_TARGETS_OF_MUTATED_TP53_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_TARGETS_OF_MUTATED_TP53_DN ASAP3 ATOSA BST2 CAPN8 CCL18 CD9 CHRM1 CIRBP COX4I1 CUEDC1 DDX60 DNAI1 DTX3L HERC6 HLA-B IFI35 IFI6 IFIT1 IFITM1 IRF7 IRF9 ISG15 KRT17 LBP MICAL3 MX1 OAS1 OAS3 RAB4B RBCK1 RIGI RIPOR3 RTEL1 SAMD9 SLC40A1 SOCS2 SP100 SP110 SSH2 STAT1 TAGLN TBC1D22A TGFBR1 TLDC2 TMEM44 TMEM52B TRAPPC12 TSC22D4 UNG XAF1 ZP1 STAMBOLSKY_TARGETS_OF_MUTATED_TP53_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STAMBOLSKY_TARGETS_OF_MUTATED_TP53_UP ANXA1 AQP2 ARHGEF7 C5orf22 C6orf62 CALM1 CCDC18 CDK13 DIO2 DNAJC3 DNAJC7 EGR3 EIF4B EMILIN3 EPO GALNT7 GNAS HNRNPM HNRNPU IFNGR1 IL17C JAK3 MALAT1 MAP3K2 MYNN NAA15 NPIPB3 PAWR PLCG1 PLEKHA5 PLLP PPP3R1 RASL11A S100A3 SATL1 SGCD SKAP2 SLC37A3 SNX22 STC1 STMN3 TAF4B THBD THUMPD3 TP53 TRPS1 XIST ZNF407 ZNF638 STANELLE_E2F1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STANELLE_E2F1_TARGETS ARHGAP4 AURKA BAD BAK1 BID CCND1 CCNE1 CCNE2 CCNO CD9 CFLAR ENO2 FGF2 FGFR3 GRAMD4 HSP90B1 IFNA2 MAP3K14 MAP3K5 MMP16 PAWR PLPPR4 RAD52 RFC3 SERPINF2 TNFSF9 TP53BP2 TP73 VEGFB STANHILL_HRAS_TRANSFROMATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STANHILL_HRAS_TRANSFROMATION_UP CRYAB HMOX1 HSPA1A HSPB1 JUN STARK_BRAIN_22Q11_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_BRAIN_22Q11_DELETION AOPEP B3GAT1 BSN CDK5R1 CLEC16A EMC10 FJX1 MIR22HG MIR29B2 MIR9-2 MIRLET7A3 SLC17A7 SNORA74A TRAK1 USP7 ZNF445 STARK_HYPPOCAMPUS_22Q11_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_HYPPOCAMPUS_22Q11_DELETION_DN ARVCF C22orf39 CLDN5 COMT DGCR2 DGCR6 DGCR8 ENHO ESS2 FOXN3 GP1BB HIRA MRPL40 PRODH RANBP1 RTN4R SLC25A1 SNORA74A TANGO2 TRMT2A TXNRD2 UFD1 ZDHHC8 STARK_HYPPOCAMPUS_22Q11_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_HYPPOCAMPUS_22Q11_DELETION_UP AAK1 AOPEP AP2A2 ATP13A2 ATP6V0A1 B3GAT1 B4GALT6 BSN CAMKK2 CDK5R1 CLEC16A CNNM1 CNTNAP1 CPEB4 CX3CL1 DCLK1 DLG2 EFR3A EMC10 EPAS1 FBXW11 FJX1 GPD1L GPR68 GRIN2B GRK2 HNRNPU IDS KBTBD11 MIR22HG MIR29B2 MIR9-2 MIRLET7A3 MTMR4 NETO1 OLFML2B PAPOLA PCNX1 PEAK1 RAB6B RCC2 RPH3A SLC17A7 SORT1 SPIN1 ST3GAL2 STXBP1 TFRC TRAK1 USP7 UVRAG VAMP2 YWHAG ZNF445 STARK_PREFRONTAL_CORTEX_22Q11_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_PREFRONTAL_CORTEX_22Q11_DELETION_DN ABHD11 ABT1 ACAT2 ACOT13 ACSL1 ACTR10 ADCY8 ADH5 AHSA1 AIMP1 AKR1A1 AKR1B1 ALAD ALCAM ALDOA ANK3 AP2M1 ARAP2 ARHGAP15 ARHGAP20 ARHGAP35 ARK2C ARPC5L ARVCF ASPH ATOX1 ATP5F1C ATP5F1E ATP5IF1 ATP5ME ATP5MF ATP5MG ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V1D ATP6V1E1 B4GALT3 B4GAT1 BAZ1B BCAP29 BCAP31 BCCIP BCKDHB BLVRA BNIP1 BOK BRWD1 BSCL2 BUD31 C1GALT1C1 C1QBP C1QTNF4 C22orf39 C4orf3 C9orf72 C9orf85 CACYBP CARF CARM1 CBR1 CBX3 CCDC127 CCT2 CCT3 CCT5 CDK5 CEP19 CFDP1 CHCHD1 CHMP4B CHN2 CISD1 CLDN5 CLNS1A CNDP2 CNPY2 COA3 COMMD8 COMT COPRS COPS3 COPS6 COQ4 CORO7 COX14 COX5B COX7A2 COX7C CPSF3 CREB3 CRYZL1 CUEDC2 CWF19L1 CYB561A3 CYC1 CYCS CYSTM1 CZIB DAP3 DCAF11 DCTN6 DDRGK1 DDX56 DEK DENND5B DENR DGCR2 DGCR6 DGCR8 DIPK1B DMAC1 DNAJC15 DPM2 DTNBP1 DYNLL1 DYNLRB1 EEIG1 EIF1 EIF2B4 EIF2S1 EIF3F EIF3H EIF3K EIF3L EIF4E EIF4G2 EIF6 ELMO1 ELOB ELOC ELOF1 ELP5 EMC2 EMP2 ENOPH1 EPM2AIP1 ERI3 ESS2 EVI2A FABP3 FAM136A FAM162A FDPS FH FIG4 FKBP2 FKBP3 FMC1 FN3K FNDC4 FNTA GABRD GCSH GDAP1 GDE1 GET3 GINS4 GLG1 GLS2 GNG13 GOLGA2 GP1BB GPATCH8 GPI GPR83 GSKIP GTF3A GUK1 H2AC25 H2AZ1 HAGH HAGHL HAPLN4 HCFC1R1 HIBADH HIBCH HIGD2A HIRA HMOX2 HPF1 HS3ST4 HSD17B7 HSPA4L HSPBP1 HSPE1 IDH1 IDH3A IDH3G IFNGR2 IFTAP IMMP1L IMPACT INCENP INIP IPO9 IST1 JKAMP KANTR KDM1A KPNA1 KPNA2 KRTCAP2 KXD1 LAMTOR1 LAMTOR2 LCN2 LEPROTL1 LGI2 LRPAP1 LRRC4C LYSMD4 MAPK10 MBLAC2 MCTS1 MDH2 MEA1 MED28 METTL26 METTL8 MGST3 MICOS10 MICOS13 MIS18A MKKS MLLT11 MLLT6 MPC2 MPI MPPED2 MRPL11 MRPL15 MRPL17 MRPL28 MRPL3 MRPL40 MRPL41 MRPL42 MRPL51 MRPL55 MRPL57 MRPS11 MRPS12 MRPS17 MRPS18A MRPS22 MRPS23 MRPS28 MTHFD2L MTLN MVD MYL4 MZT2A NAA38 NACA NAGK NARS1 NAXE NDUFA11 NDUFA12 NDUFA2 NDUFA7 NDUFA8 NDUFA9 NDUFAF3 NDUFB10 NDUFB11 NDUFB2 NDUFB4 NDUFS1 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV2 NENF NFIX NFU1 NIFK NIPA1 NIPSNAP1 NME1 NME2 NMT2 NONO NOP10 NPRL2 NR1H2 NSD2 NSG2 NTAN1 NUDC NUDT19 NUDT21 NUP88 OAT OCIAD2 OGFOD3 OGFRL1 OMG OSBPL1A PAK1 PCDH11X PCSK4 PDCD5 PDCD6 PDE6D PDGFA PDHB PDXDC1 PET100 PFDN2 PFDN5 PFDN6 PGRMC2 PHC2 PHIP PIP4P1 PKIB PLCB4 PLEKHO1 POLR1C POLR1D POLR2J POMP POP7 PPIL3 PPM1L PPP1CA PPP1R9A PPP2R5C PPT1 PRDX1 PRDX2 PRDX3 PRELID1 PRODH PRPS2 PRXL2B PSMA2 PSMA3 PSMA5 PSMB3 PSMB4 PSMB6 PSMC1 PSMC3 PSMC4 PSMD14 PSMG2 PURA RAB26 RAB4B RAB5IF RABL6 RAD23A RAD23B RANBP1 RARS1 RESP18 RGS20 RHEB RIT1 RMND5B RNF34 ROMO1 RPL15 RPL18 RPL22L1 RPL26 RPL34 RPL36A RPL4 RPL8 RPS17 RRP7A RTN4R RTRAF RUNDC3A S100A6 SAC3D1 SAMD5 SAP18 SAR1B SARS1 SBDS SCAND1 SCG5 SCN2B SCNM1 SDHAF3 SDHAF4 SEC11C SEC22B SEC61B SEC62 SEC63 SEMA3A SERF2 SGTB SIK3 SIRT2 SLC25A1 SLC25A20 SLC25A39 SLC25A46 SLC25A5 SLC27A4 SLIRP SLITRK4 SMARCB1 SMIM26 SMIM29 SMIM7 SMU1 SMYD2 SNAPC2 SNHG10 SNORA74A SNORD21 SNRNP27 SNRPC SNRPD2 SNX16 SNX32 SNX7 SPSB3 SRA1 SRP9 SRR SS18L2 SSR4 ST13 STAU1 STIP1 STMN2 STMN3 STRBP SUMO1 TAF9 TANGO2 TBC1D9B TCEAL8 TCEAL9 TCP1 TESK1 THOC7 TIMM17A TIMM23 TIMM8B TLE4 TLN1 TM7SF2 TMA7 TMEFF2 TMEM126A TMEM147 TMEM165 TMEM208 TMEM256 TMEM42 TMEM44 TMEM59L TMSB10 TMX2 TOMM20 TOMM34 TOMM40L TPD52 TPD52L1 TPI1 TRA2B TRAPPC2L TRBC2 TRIM59 TRIR TRMT10B TRMT112 TRMT2A TSHZ3 TSPAN31 TST TTC33 TTLL7 TUBG1 TXN TXNDC17 TXNL4B TXNRD2 U2AF1L4 UBAC1 UBL4A UFC1 UFD1 UFSP2 UGP2 UQCC2 UQCC5 UQCR10 UQCR11 UQCRC2 UQCRFS1 USP1 USP34 USP39 VDAC2 VDAC3 VPS13A VPS35 VPS4A WDR17 WDR45 WDR82 WTAP YAF2 ZDHHC16 ZDHHC8 ZFTRAF1 ZNF511 ZNF560 ZNHIT1 ZSWIM7 STARK_PREFRONTAL_CORTEX_22Q11_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STARK_PREFRONTAL_CORTEX_22Q11_DELETION_UP ACIN1 ACTN1 ACVR1C AFTPH AJM1 ANKRD11 AOPEP ARGLU1 ARK2C ASAP1 ATN1 ATP1A3 ATP2B1 ATP8A1 AUTS2 B3GAT1 BIN1 BLTP2 BPNT2 BRD1 BSN CACNG8 CAMK2A CBLL1 CCNI CD99L2 CDC40 CDK5R1 CEP70 CHD4 CHD9 CHKA CLEC16A CNNM1 CNR1 CPEB2 CPLX2 CPNE6 CREG2 CSNK1A1 CYFIP2 CYGB CYRIA DAB2IP DDX46 DGKD DLG4 DLGAP2 DNAJC27 DNM2 DOT1L EGLN1 EHD3 EID1 EIF3C EMC10 ENDOD1 EPS15 FAR1 FBXO41 FJX1 FNDC3A FOXP1 GNA13 GNAI1 GPRIN1 GPRIN3 GRIA1 GRK3 GSK3B IGF1R ILDR2 KIAA0513 KIF5C KLF9 KLHL24 LENG8 LIN7A LINGO1 LPGAT1 LPIN2 LRRC7 LSM11 MACROH2A1 MALAT1 MAP3K2 MAPRE2 MARCKS MEF2C MEG3 MEGF9 MIA3 MINK1 MIR125B1 MIR138-2 MIR154 MIR22HG MIR29B2 MIR9-2 MIRLET7A3 MTDH MYCBP2 MYH9 NACC2 NCDN NCS1 NECTIN1 NFIC NFIX NPTXR NR2C2 NRXN3 NTM NUMBL OGT OLFM1 OPCML OR51E2 PAQR8 PBX1 PCDH19 PFKP PGM2L1 PIK3R1 PLPPR5 PLXNC1 POM121 PPP1R1B PPP2R2C PPP2R5E PRKAB2 PRKCG PRRC2B PTK2B PTPRJ PTPRK PYGM R3HDM1 RAB11A RALGAPA1 RBM25 RBM39 RHOU RICTOR RIMBP2 ROCK1 RPL22 RSF1 SAFB2 SAMD12 SEMA6B SETD7 SHOC2 SKI SLC17A7 SLC1A2 SLC1A3 SLC25A23 SLC4A4 SLC6A1 SLC8A1 SMARCA2 SMARCA5 SMARCC2 SMG7 SNTB2 SNX18 SOBP SP3 SP4 SPACA6 SPOCK2 SPRED1 SPTBN1 SRC SRRM1 SRSF11 STK4 STX5 SYN2 TCAF1 TCF4 TEF TIAL1 TIMP2 TMEM178B TMOD2 TNFRSF19 TNPO2 TNRC18 TRAK1 TRIM2 TRIM8 TTC14 TTC7B TTYH3 UBQLN2 UBR2 UBTF USP7 WNK1 ZBTB16 ZC3H11A ZEB2 ZNF445 ZNF804A STEARMAN_LUNG_CANCER_EARLY_VS_LATE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEARMAN_LUNG_CANCER_EARLY_VS_LATE_DN ACP5 ADAM15 AGAP3 AGO2 AGPAT1 APOC1 ATG7 AXIN2 BASP1 BCL2L11 CAVIN1 CCL23 CCL3 CCN3 CD68 CFL1 CLEC4A COTL1 CSF2RB CSTB CTSD CTSK CTSS CTSZ F7 GJA5 IFITM10 IQGAP1 ITGAX LCN2 LILRB3 LPL LRG1 LRP5 LY75 LYZ MPEG1 MYO7A PDIA4 PIGT PLD3 PLET1 POU3F2 PSMA4 PTGDR2 RAP2B RASGRP2 SAT1 SCD SEMA6A SH3RF1 SMAP2 SNCB SND1 SOCS3 SP4 SPP1 SYK TBL3 TCEAL9 TLE5 USF1 WFDC21P STEARMAN_LUNG_CANCER_EARLY_VS_LATE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEARMAN_LUNG_CANCER_EARLY_VS_LATE_UP ACTN4 AGPAT5 ANK3 ANTXR2 APBB2 APLP2 ARHGAP21 ARPC3 ATXN2 C1QTNF3 C22orf39 C5orf34 C6orf120 CADM1 CAST CCNL2 CD200 CGGBP1 CHD8 CHI3L1 CLK1 CLOCK CMIP CTCF DDC DDX3X DNAJC10 DPM1 EIF1AX EIF3M ELOC EPHB6 ETNK1 EXT1 FXN GFRA2 GINM1 GLG1 GTF2E2 H2AZ2 HNRNPC HNRNPH1 HTRA1 IFNAR2 IFT20 ING1 IREB2 ITIH4 JKAMP KAT2B KDR KIF5B KLF13 KMT2A LATS2 LIMS1 MAPK1 MDM4 MED23 MEF2D MINDY1 MOCS2 MPV17 MTCH1 MTHFR NFIB NME3 NRAS NRIP1 OGN OSBPL11 OTUD5 PAIP2 PARP6 PDGFA PGRMC1 PIAS1 PIAS2 PJA1 PKD2 PLD1 PNN PRMT1 PRPSAP2 PTGS1 PTPRD PTPRS RASA1 RCN1 RELL1 RNF149 RNF6 RRP1B SCARB2 SERPINA10 SF3B1 SIRPA SLC22A23 SLC35A1 SLC4A5 SMAD4 SMO SPPL3 SRSF1 STX3 STXBP3 THRA TIA1 TM7SF3 TMCO1 TNPO2 TPRG1L TPST1 TUG1 UBE2V2 UPF3B VPS26B VPS4A WDR26 WDR48 WDR81 WWC2 YIPF5 YTHDC1 ZNF131 ZNF17 ZNF639 ZSCAN26 STEARMAN_TUMOR_FIELD_EFFECT_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEARMAN_TUMOR_FIELD_EFFECT_UP ACP5 APOC1 CCL23 CCN3 CD200 CD68 CHI3L1 CLEC4A CMIP CSF2RB CSTB CTSD CTSK CTSS CTSZ F7 IQGAP1 ITGAX ITIH4 LCN2 LILRB3 LPL LRG1 LY75 LYZ MPEG1 MYO7A PLD3 PLET1 PTGS1 SAT1 SCARB2 SCD SERPINA10 SIRPA SOCS3 SPP1 WDR81 WFDC21P STEGER_ADIPOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEGER_ADIPOGENESIS_DN CAPN6 CCN4 CD44 CMTM3 DLK1 DPT FSTL1 LOX MAGED2 MMP2 OGN OLFML3 OSR1 PDLIM2 PDPN PLA2G7 PLAT POSTN RAB3IL1 RBP1 RNASE4 THBS2 TIMP2 TIMP3 WNT5A STEGER_ADIPOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEGER_ADIPOGENESIS_UP ACSL1 ADIPOQ CD36 CEBPA CIDEA CIDEC CP ENPP2 FABP4 FFAR2 GYG1 HP HSD11B1 LIPE MMD NR1H3 PCK1 PNPLA2 PPARG RETN STOM STEGMEIER_PREMITOTIC_CELL_CYCLE_REGULATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEGMEIER_PREMITOTIC_CELL_CYCLE_REGULATORS CYLD DZIP3 FBXO5 LTN1 RAD18 RING1 RNF32 SKP2 SOCS2 TRIM32 UBE2J2 STEINER_ERYTHROCYTE_MEMBRANE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEINER_ERYTHROCYTE_MEMBRANE_GENES ACTB ADD1 ADD2 ADD3 ANK1 DMTN EPB41 EPB42 ERMAP SLC4A1 SPTA1 SPTB TMOD1 TPM3 STEIN_ESR1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESR1_TARGETS ABAT ABCG1 ABCG4 ADCY9 ATAD2 BTG3 CA12 CALCR CAP2 CCNE2 CDC25A CDC6 CELSR2 CENPU CHRNA5 CXCL12 CYP24A1 DTL DYNLT3 FEN1 FHL2 FKBP8 GINS2 GINS3 GLA GREB1 GRIN2B HNRNPD HSPB8 IGFBP4 ITPK1 KIDINS220 MANEA MCM10 MCM2 MCM4 MCM5 MCM6 MED13L MICB MT-ND4 MYOF NAB2 NCAPG2 NDRG4 NEMP1 OLFM1 PAPSS2 PCNA PLA2G2F PNRC1 POLE2 PRSS23 PXMP4 RAB26 RAB27B RAB31 RAI14 RECQL RET RFC4 RRM1 SACS SGK1 SGK3 SIAH2 SKP2 SLC16A1 SLC27A2 SLC39A8 SMC4 SNX24 SOX13 SOX3 SUSD4 TFF1 TIAM1 TIPARP TMPO TPBG TSC22D3 VAMP2 ZWILCH STEIN_ESRRA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS ABCB7 ABCB9 ABLIM1 ACAA1 ACAA2 ACACB ACADM ACADSB ACAT1 ACO2 ACY1 ACYP1 ADCY1 ADRA2C AFF1 AFG3L2 AHCYL1 AHCYL2 AIFM1 AK1 AKAP1 ALAS1 ALDH3A2 ALDOC AMPD3 ANKRD28 ANXA2P3 ANXA6 AP5M1 APOO ARFRP1 ARID4A ARL2BP ASB6 ASNS ASPH ASPSCR1 ATG2B ATP1B1 ATP2A3 ATP5F1C ATP5MC1 ATP5MC3 ATP5MG ATP5MJ ATP5PF ATP5PO ATP6V0E2 ATXN3L AURKA B4GALT5 B4GAT1 BDH2 BMP7 BOP1 BPTF BRD3 BRD3OS BTG3 C4orf19 CA12 CA2 CAAP1 CALU CAPRIN2 CASP9 CAV2 CCDC121 CCNG2 CD83 CDC23 CENPU CEP70 CFLAR CHCHD3 CIAPIN1 CISD1 CIZ1 CKB CKMT1B CKMT2 CLDN1 CLDN3 CLEC16A CLUH CMC2 CMTR1 COA1 COQ3 COQ9 COX10 COX5A COX5B COX7B CPT1A CPTP CRNKL1 CS CSNK1G2 CST6 CTSC CTSL CXCL12 CYBC1 CYCS CYP1A1 CYP1B1 CYP24A1 CYP27B1 CYTH1 DAXX DBNDD1 DCAF15 DCTD DCTPP1 DDIT3 DECR1 DENND10P1 DFFA DGAT1 DGUOK DHDDS DHRS11 DHX40 DLAT DLD DLST DNAJC11 DSG2 DUSP1 DUSP22 EBP ECI1 ECI2 ECSIT EFCAB14 EGLN1 EGLN3 EHHADH EIF3K ELP5 EMC3 ENDOG EPAS1 EPN3 EPOR ESRRA ETFDH ETS2 EXOSC2 FA2H FAHD2A FAM162A FAM174B FAM50B FANCF FASTKD1 FBXL15 FDX1 FDXR FEN1 FGFR3 FH FOXC1 FOXD1 FRK FSCN1 FZD10 FZD2 GABARAPL1 GAS2L1 GAS6 GATAD1 GDF15 GFPT1 GFPT2 GK GM2A GMCL1 GNPDA1 GOT1 GOT2 GPI GRK4 GRPEL1 GSTK1 GSTM1 GSTM4 GTF2B GTPBP8 H2BC10 HCCS HEXIM1 HIGD1A HK1 HLA-E HMOX2 HOOK1 HPF1 HPN HSPB8 HTATIP2 IDH3A IDH3B IER3 IFT27 ILVBL IMMT IMPA1 IMPA2 INPP1 INTS12 IQSEC1 ISCA1 ISCU ISOC2 IVNS1ABP JMJD6 KANK2 KCNK13 KCNN4 KIAA0040 KIF3B LAMB1 LEFTY1 LETMD1 LIFR LIN37 LPCAT3 LRRC41 MAEA MAFB MANF MAP1B MARCHF3 MARCKS MATK MBD4 MCF2L-AS1 MCM4 MDH1 MDH2 MECR MED9 MFF MFN2 MGST2 MGST3 MIEF1 MINDY1 MIPEP MITF MLYCD MMACHC MMP9 MMUT MORC2 MPC1 MPC2 MRPL11 MRPL15 MRPL2 MRPL34 MRPL35 MRPL4 MRPS11 MRPS12 MRPS22 MRPS30 MSH6 MTARC2 MTRF1 MTX2 MXD4 MYO19 MYO6 NAGPA NANS NAP1L1 NDRG2 NDRG4 NDUFA10 NDUFA8 NDUFA9 NDUFAF4 NDUFB5 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS7 NDUFS8 NDUFV1 NECAB3 NFU1 NNT NOL6 NPM3 NPR3 NQO2 NR2F2 NSUN3 NUCB1 NUDT3 NXF1 OCLNP1 OGDH OPA1 OPLAH OPN3 OR7E14P ORC2 OSBPL1A OTUB2 OXA1L P2RX5 PAFAH2 PATZ1 PCGF1 PCTP PCYT2 PDCD10 PDCL PDHA1 PDHX PDSS1 PEA15 PEX26 PFKM PFKP PGM1 PHB1 PHF8 PHIP PLA2G12A PLAU PLCXD1 PLEKHB2 PLGRKT PLIN3 PLPPR2 PLS1 PMM1 PPIC PPIF PPL PPP1R13L PPP2R2D PRKAR2B PRKD2 PRPS2 PRPSAP1 PRSS22 PSG9 PXMP4 QARS1 QRSL1 RAB17 RAB21 RAB35 RABIF RALA RAP1GAP RAP1GAP2 RAPGEF6 RASA4 RBFOX2 RBM12B RBM38 RBM7 RETREG1 RFXANK RGP1 RGS19 RHBDF1 RHOF RHOQ RNASET2 RNF139 RNF14 RNF34 RNF4 RNF5 RPS6KA1 RTL8C SAMM50 SCAMP5 SCML1 SDHA SDHB SDHD SEC14L1 SEC14L2 SEC23B SEPTIN8 SETMAR SH2B1 SIGMAR1 SIK1 SIKE1 SIRT5 SLC10A2 SLC16A1 SLC16A3 SLC25A12 SLC25A20 SLC25A3 SLC25A4 SLC25A40 SLC2A6 SLC31A1 SLC35F2 SLC37A4 SLC38A7 SLC39A14 SLC39A8 SLC46A3 SLCO1A2 SLK SMARCC1 SMC2 SMIM8 SNX24 SOCS2 SOD2 SPINT1 SPTLC2 SRPK2 SSB ST3GAL4 ST3GAL5 ST6GALNAC4 STARD7 STEAP3 STK26 STN1 STX18 SUCLA2 SUCLG1 SULT1A2 SULT2B1 SUPV3L1 SYNGR1 SYNGR3 TACC1 TACC2 TACO1 TBC1D31 TBX2 TCAF1 TCIRG1 TERF1 TEX2 TFE3 TGFBR2 THAP4 TIGAR TIMM17A TIMM50 TIMM8A TJP3 TMC6 TMEM132A TMEM184B TMEM184C TMT1A TMX4 TNFAIP8 TNFRSF10B TNFRSF11B TOMM70 TRAK2 TRAM2 TRIM14 TRIM2 TRIM52 TRIM8 TRIO TRMT112 TRPC1 TRPC3 TTC33 TUBB6 TUBD1 TWF2 UAP1L1 UBAC1 UBR7 UCK2 UGP2 ULK1 UQCRB UQCRC1 UQCRC2 UQCRFS1 USP4 UST UTP25 VANGL1 VDAC2 VDAC3 VDR VEGFA VPS26C VPS9D1 VWA8 WDHD1 WDR45 WIPI1 WWC1 YIPF2 YJU2B YPEL5 ZBTB43 ZHX3 ZNF134 ZNF165 ZNF24 ZNF302 ZNF43 ZNF44 ZNF45 ZNF514 ZNF576 ZNF629 ZNF669 ZNF7 ZNF750 ZNF768 STEIN_ESRRA_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS_DN ADRA2C ANXA2P3 ARID4A ASB6 ATG2B B4GAT1 BMP7 BOP1 BPTF BRD3 BRD3OS CAV2 CCNG2 CDC23 CIZ1 CLDN1 CLDN3 CMTR1 CSNK1G2 CST6 CYBC1 CYP1B1 DAXX DBNDD1 DCAF15 DCTD DENND10P1 DGUOK DHX40 EFCAB14 EXOSC2 FAM174B FGFR3 FZD2 GATAD1 GFPT1 GNPDA1 GTF2B H2BC10 HEXIM1 HLA-E HPF1 INTS12 KANK2 KIDINS220 LAMB1 LRRC41 MARCKS MBD4 MORC2 MSH6 MXD4 MYO6 NAP1L1 NOL6 NR2F2 OCLNP1 PATZ1 PDCL PEA15 PHIP PLAU PLS1 PMM1 PPL PRKAR2B PRKD2 PRPS2 RABIF RBFOX2 RFXANK RGS19 RHBDF1 SEC14L1 SEPTIN8 SIGMAR1 SLC37A4 SLCO1A2 SMARCC1 SSB TACC1 TCAF1 TERF1 TFE3 TGFBR2 TIGAR TNFAIP8 TNFRSF11B TRAM2 TRIM8 TRIO TRMT112 TUBB6 TUBD1 UCK2 UTP25 VANGL1 VDR YPEL5 ZHX3 ZNF134 ZNF24 ZNF45 ZNF514 ZNF7 STEIN_ESRRA_TARGETS_RESPONSIVE_TO_ESTROGEN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS_RESPONSIVE_TO_ESTROGEN_DN ASPH ATAD2 BTG3 CAP2 CCNE2 CDC25A CDC6 CELSR2 CENPU CHRNA5 DTL FEN1 GINS2 GINS3 MANEA MCM10 MCM2 MCM5 MCM6 MICB MYOF NAB2 NCAPG2 NEMP1 OLFM1 PAPSS2 PCNA POLE2 PRSS23 RAB31 RAI14 RRM1 SACS SKP2 SLC27A2 SMC4 SOX3 TMPO ULK1 WDHD1 ZWILCH STEIN_ESRRA_TARGETS_RESPONSIVE_TO_ESTROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS_RESPONSIVE_TO_ESTROGEN_UP ATXN3L CA12 CA2 CXCL12 DNAJC11 FRK GLA HSPB8 IER3 MCM4 MYO19 P2RX5 PHB1 RBM12B RFC4 SGK1 SLC16A1 SLC35F2 SLC39A14 SLC39A8 SLK SNX24 STARD7 STK26 TFF1 TNFRSF10B TTC33 UBR7 ZNF302 ZNF629 STEIN_ESRRA_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESRRA_TARGETS_UP ABCB7 ABCB9 ABLIM1 ACAA1 ACAA2 ACACB ACADM ACADSB ACAT1 ACO2 ACY1 ACYP1 ADCY1 AFF1 AFG3L2 AHCYL1 AIFM1 AK1 AKAP1 ALAS1 ALDH3A2 ALDOC AMPD3 ANKRD28 ANXA6 AP5M1 APOO ARFRP1 ARL2BP ASNS ATP1B1 ATP2A3 ATP5F1C ATP5MC1 ATP5MC3 ATP5MG ATP5MJ ATP5PF ATP5PO ATP6V0E2 AURKA B4GALT5 BDH2 C4orf19 CA12 CAAP1 CALU CAPRIN2 CASP9 CCDC121 CEP70 CFLAR CHCHD3 CIAPIN1 CISD1 CKB CKMT1B CKMT2 CLEC16A CLUH CMC2 COA1 COQ3 COQ9 COX10 COX5A COX5B COX7B CPT1A CPTP CRNKL1 CS CTSC CTSL CYCS CYP1A1 CYP24A1 CYP27B1 CYTH1 DCTPP1 DDIT3 DECR1 DFFA DGAT1 DHDDS DHRS11 DLAT DLD DLST DSG2 DUSP1 DUSP22 EBP ECI1 ECI2 ECSIT EGLN1 EGLN3 EHHADH EIF3K ELP5 EMC3 ENDOG EPAS1 EPN3 EPOR ESRRA ETFDH ETS2 FA2H FAHD2A FAM162A FAM50B FANCF FASTKD1 FBXL15 FDX1 FDXR FH FOXC1 FOXD1 FSCN1 GABARAPL1 GAS2L1 GAS6 GDF15 GFPT2 GK GM2A GMCL1 GOT1 GOT2 GPI GRK4 GRPEL1 GSTK1 GSTM1 GSTM4 GTPBP8 HCCS HIGD1A HK1 HMOX2 HOOK1 HPN HTATIP2 IDH3A IDH3B IFT27 ILVBL IMMT IMPA1 IMPA2 INPP1 IQSEC1 ISCA1 ISCU ISOC2 IVNS1ABP JMJD6 KCNK13 KCNN4 KIAA0040 KIF3B LEFTY1 LETMD1 LIFR LPCAT3 MAEA MAFB MANF MAP1B MARCHF3 MATK MCF2L-AS1 MDH1 MDH2 MECR MED9 MFF MFN2 MGST2 MGST3 MIEF1 MINDY1 MIPEP MITF MLYCD MMACHC MMP9 MMUT MPC1 MPC2 MRPL11 MRPL15 MRPL2 MRPL34 MRPL35 MRPL4 MRPS11 MRPS12 MRPS22 MRPS30 MTARC2 MTRF1 MTX2 NAGPA NANS NDRG2 NDRG4 NDUFA10 NDUFA8 NDUFA9 NDUFAF4 NDUFB5 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS7 NDUFS8 NDUFV1 NECAB3 NFU1 NNT NPM3 NPR3 NQO2 NSUN3 NUCB1 NUDT3 NXF1 OGDH OPA1 OPLAH OPN3 OR7E14P ORC2 OSBPL1A OTUB2 OXA1L PAFAH2 PCGF1 PCTP PCYT2 PDCD10 PDHA1 PDHX PDSS1 PEX26 PFKM PFKP PGM1 PLA2G12A PLCXD1 PLEKHB2 PLGRKT PLIN3 PPIC PPIF PPP1R13L PPP2R2D PRPSAP1 PRSS22 PSG9 PXMP4 QARS1 QRSL1 RAB17 RAB21 RAB35 RALA RAP1GAP RAP1GAP2 RAPGEF6 RASA4 RBM38 RBM7 RETREG1 RGP1 RHOF RHOQ RNASET2 RNF139 RNF14 RNF34 RNF4 RNF5 RPS6KA1 RTL8C SAMM50 SCAMP5 SCML1 SDHA SDHB SDHD SEC14L2 SEC23B SETMAR SH2B1 SIK1 SIKE1 SIRT5 SLC10A2 SLC16A1 SLC16A3 SLC25A12 SLC25A20 SLC25A3 SLC25A4 SLC25A40 SLC2A6 SLC31A1 SLC38A7 SLC46A3 SMC2 SMIM8 SOCS2 SOD2 SPINT1 SPTLC2 SRPK2 ST3GAL5 ST6GALNAC4 STEAP3 STN1 STX18 SUCLA2 SUCLG1 SULT1A2 SULT2B1 SUPV3L1 SYNGR1 SYNGR3 TACC2 TACO1 TBC1D31 TBX2 TCIRG1 TEX2 THAP4 TIMM17A TIMM50 TIMM8A TJP3 TMC6 TMEM132A TMEM184C TMT1A TMX4 TOMM70 TRAK2 TRIM14 TRIM2 TRIM52 TRPC1 TWF2 UAP1L1 UBAC1 UGP2 UQCRB UQCRC1 UQCRC2 UQCRFS1 USP4 UST VDAC2 VDAC3 VEGFA VPS26C VPS9D1 VWA8 WDR45 WIPI1 WWC1 YIPF2 YJU2B ZBTB43 ZNF165 ZNF43 ZNF44 ZNF576 ZNF669 ZNF750 ZNF768 STEIN_ESTROGEN_RESPONSE_NOT_VIA_ESRRA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STEIN_ESTROGEN_RESPONSE_NOT_VIA_ESRRA ABAT ADCY9 CALCR DYNLT3 FHL2 GREB1 IGFBP4 ITPK1 MED13L OLFM1 PLA2G2F RET SGK3 SIAH2 SUSD4 TIAM1 TIPARP TPBG STONER_ESOPHAGEAL_CARCINOGENESIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STONER_ESOPHAGEAL_CARCINOGENESIS_DN GATD3 HMMR PALLD RABIF RBBP6 SRRM1 UBE3D STONER_ESOPHAGEAL_CARCINOGENESIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STONER_ESOPHAGEAL_CARCINOGENESIS_UP ACP1 ADAMTS6 AP3S1 BLOC1S4 BPIFB2 BUB1 CCDC115 CRK CTTN DDX5 DNASE1L2 FTSJ3 GOLGA7 GPN2 H2AZ1 KRT20 MAP2K3 PCLAF PCSK9 PDCD10 PLS3 PPP1R15A PSMA6 PVR RAB1A RLIM RRAGB SEPTIN7 SH2D2A SPSB3 TGFA TMED2 TTC1 TXNL1 UBXN4 USO1 USP14 STOSSI_RESPONSE_TO_ESTRADIOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STOSSI_RESPONSE_TO_ESTRADIOL ACOX2 ADAM3A ADK AGT BIRC3 BMP6 CA12 CCN5 CD34 CDH19 CXCL8 DEFB1 F13A1 GJA1 GK3 GREB1 GRK5 HYAL1 IL13RA2 IL24 ITGA6 KLRC2 KLRC3 KLRC4 KRT19 LRIG1 MSMB NHERF1 NR4A3 NRIP1 NTS OPHN1 PDZK1 PLA2G4A PPP1R12B PTGS2 RALA RASGRF1 RHOBTB3 SELENOP SERPINA6 SKIL SPARCL1 TCN1 TFF1 TLE3 STREICHER_LSM1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STREICHER_LSM1_TARGETS_DN DUSP7 E2F7 ETS1 FGF2 FOXC2 FST FZD8 ID1 IL15RA IL1R2 IL1RAP IL6 ITGB6 RBL1 SFRP1 TGFB1 TNFRSF10A TNFRSF10B ZNF232 STREICHER_LSM1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/STREICHER_LSM1_TARGETS_UP ARID4A ARNT BCL6 CDC25A CDC45 CDC6 CITED2 CLOCK CXCR4 DAAM1 ELF3 FGF13 FGFR2 FOXN3 FZD7 GATA2 GATA3 HSPB1 IL13RA1 IL15RA IL6 INHBB INPP4B ITPKB KDM5B MAP3K1 MYLK NR2F2 NR3C2 PAK3 PBX1 PDGFB PLCB4 POU2F3 RBL1 SATB1 SOX13 SOX4 STAT2 STIP1 TCEAL1 TNFSF10 ZBTB18 ZKSCAN1 SUBTIL_PROGESTIN_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUBTIL_PROGESTIN_TARGETS ABCC5 AR ATF3 BCAR1 BCAS2 BCCIP BNIP3 CCN1 CCND1 CDKN1C CEBPD DNAH1 DUSP1 ECI2 EGF GADD45A GM2A GRB2 H1-10 HDAC9 HMGB3 IL6ST ITGA2 JUN KAT2B MAP3K3 MAP4K5 NME2 POLR2K RASL10B RPS6KA1 SAP30 SOS1 TGFA TP53BP2 UCHL5 SUH_COEXPRESSED_WITH_ID1_AND_ID2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUH_COEXPRESSED_WITH_ID1_AND_ID2_UP ATF5 BHLHE40 DDIT3 DNAJB1 GABARAPL1 GADD45B GZF1 ID1 ID2 MIDN MYO1F NDRG1 PLAU RAB20 S100A6 SKIL SQSTM1 UNC5A SUMI_HNF4A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUMI_HNF4A_TARGETS ABCG8 ABHD2 ACSM2B AKR1D1 ATP6V0E2 BDH1 BHMT CYP19A1 CYP4F3 DIO1 ENSG00000243818 ERICH4 FABP1 IFNLR1 IL22RA1 KANK4 LGALS2 MEP1A MUC20 PLA2G12B RBP2 SLC13A5 SLC47A1 SLC6A4 SLCO2B1 SOAT2 SULT1C2 TNFSF10 UNC93A ZNF22 SUNG_METASTASIS_STROMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUNG_METASTASIS_STROMA_DN ACKR3 ACP5 ARF6 BYSL CDC45 CDCA5 CENPU DEK DERA DHRS7 DTYMK E2F1 EGFR EML1 G3BP2 GMNN HCP5 HELLS HIPK2 HNRNPF IL13RA2 KIFC3 KLHL30 LGALS2 LTBP2 LYAR MCM3 MCM5 MCM6 MCMBP MMP3 MT1B MT1E MT1F MT1G MT1H MT1X NCAPG2 NOLC1 NOP56 NPC2 NUP153 PARP2 PARP4 PCNA PITPNC1 PKMYT1 PNP POLE2 SCRN1 SERPINE1 UBR7 VPS50 ZNF367 SUNG_METASTASIS_STROMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUNG_METASTASIS_STROMA_UP ADAM10 AGRN AKR1C1 ALCAM ALDH3B2 ALOX5 ANOS1 ANXA4 ASS1 BNIP3L CALR CD276 CD46 CD55 CD59 CD81 CDC42EP3 CDH6 CKB CLDN11 CLIP2 CNN3 COL12A1 COL3A1 COL5A1 COL5A2 CPEB2 CRABP2 CTDSP2 DCBLD2 DHRS1 DKK1 DUSP6 EDEM1 EIF1AY EIF2B3 EMC10 EPS8 ETV5 FABP5 FBLN2 FHL1 FURIN FZD8 GAA GOLM1 GSPT1 H2AC6 HEXIM1 HMGCS1 HSPG2 IFI6 IGIP JMY JUNB KCNK1 KRT34 LARP6 LMO4 LURAP1L MAP3K8 MAPK1 MGAT3 NEAT1 P4HA1 PDIA5 PINK1 PLAAT4 PLK2 PLOD1 PLOD2 PPIB PROS1 PRRC2B PRRG2 PSD3 PTGFRN PTGS2 PTPRS RAF1 RDH10 RFX5 SCD SDC4 SEC13 SEC24D SEL1L3 SLC16A1 SNAI2 SNX1 SOCS5 SPARC SPSB1 SSX2IP STK38L SVEP1 THBS2 THY1 TIMP3 TKT TMEM263 TMEM47 TNC TRIO TUSC3 U2AF2 UACA VCAN VMP1 XYLT1 SUZUKI_AMPLIFIED_IN_ORAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_AMPLIFIED_IN_ORAL_CANCER BCL7A BCL9 CCND1 CCND2 EGFR FGF3 FGF4 FGF6 GAS6 MITF MMP1 MMP7 PGR PTGDR PTH SUPT5H YAP1 SUZUKI_CTCFL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_CTCFL_TARGETS_UP ADK CAMK2D CKM DBNDD2 IGKV1D-17 MDN1 MYF6 NOP58 PPY SEPTIN1 TFF1 UBP1 ZNF704 SUZUKI_RESPONSE_TO_TSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_RESPONSE_TO_TSA ADGRE1 ARFIP2 AVIL C1orf105 C8orf88 FABP4 GSTA3 MBNL1 OBI1 PDIA5 PPP1R12A RAD23B RGPD5 SLC25A51P1 TNNI3K TRADD TRIM32 ZMYND8 SUZUKI_RESPONSE_TO_TSA_AND_DECITABINE_1A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_RESPONSE_TO_TSA_AND_DECITABINE_1A ADGRL2 ANGPT2 CDKN2A COL6A3 CYP4B1 DNASE1L3 FOLH1 KYNU LAMA2 LAMA3 PCDH8 PTGS2 PYROXD2 RTL8C S100A10 SEZ6L SFRP1 SNRPN TIMP2 TIMP3 XCL1 SUZUKI_RESPONSE_TO_TSA_AND_DECITABINE_1B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SUZUKI_RESPONSE_TO_TSA_AND_DECITABINE_1B CXCL3 DLX4 HMGCS2 HNRNPD HOXA1 IFITM1 IGF2 IPCEF1 KPNA4 MYF6 RIMS2 STKLD1 TENM2-AS1 TMEM108 YKT6 ZNF532 SU_KIDNEY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_KIDNEY AQP2 CLCN5 CUBN ENPEP FMO1 HES2 HNF1B KCNJ1 KL POU3F4 SLC12A1 SLC17A1 SLC22A2 SLC6A13 XPNPEP2 SU_LIVER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_LIVER AFM AKR1C4 APCS APOB APOF ARG1 ARID1A C4BPB C8A C9 CCL16 CFHR1 CFHR2 CFHR4 CPN1 CPN2 CPS1 CRP CRYGA CTH CYP1A2 CYP3A7 CYP4F11 DDT DHODH EXOC6B F12 F9 FMO3 GALK1 GBA1 GCGR GCKR GPT HABP2 HAO1 IGFALS ITIH2 LECT2 LIPC LPA LRRC37A MASP2 MBL2 RDH16 RXRA SAA4 SEC14L2 SERPINC1 SERPIND1 SLC22A1 SLC25A13 SLC25A20 SLC6A12 SPP2 TAT TFR2 UGT2B4 SU_PANCREAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_PANCREAS ABCB10 ABCD1 ALMS1 ANGEL1 ARHGEF15 B3GNTL1 BRAP CCL27 CELP CEP152 CMKLR2 CPA2 CTRC CTRL EPB41 ERC2-IT1 ERCC2 EXOC6B FOXH1 FSHR GCG GNRH2 HAS1 IAPP IFNA6 IL10 KCND1 LEFTY1 MEP1A NCR2 PAX2 PDE5A PML PMS2P2 PNLIPRP1 PNLIPRP2 PRDM1 PRSS3P3 RANBP6 RETREG1 RUNX2 SEL1L SERPINI2 STX11 TCL1B TRAC XPA ZBTB25 SU_PLACENTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_PLACENTA ACVR2B ADAM12 ATF6B CPT1B CYP19A1 DLX5 EGFR EMX1 ENDOU ETV3 FLT1 GALE GCM1 GJA5 GPC1-AS1 HMGB3 HMGB3P30 HOXB3 INSL4 KISS1 MAGEA10 MSX2 PAPPA2 PDPN PHLDA2 PLXNA3 PSG6 SERPINB2 TLX2 VGLL1 SU_SALIVARY_GLAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_SALIVARY_GLAND AFDN-DT AGFG2 APAF1 CA6 CST5 ELF5 FOXI1 FRMPD4 GPR12 ICAM4 LINC01565 PRH1 SCGB2A2 SLC28A1 SU_TESTIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_TESTIS ABCB6 ACRV1 ADAM2 ART3 AURKA BRAF BRD1 BRDT BUB1 BUB1B CAMP CCNB1 CCNB2 CCT6B CDK1 CDKN3 CLTCL1 CLUAP1 COIL CYLC2 DAZL DBF4 DCAF1 EPPIN EZH2 GAGE1 GK GK2 GPR135 GRK4 HMMR HSF2BP IDE IRGC ITCH KIF2C MLF1 MLLT10 MTOR NCAPH NEK2 NF2 NUP155 NXT2 OIP5 PALS2 PHKG2 PIWIL1 PMS1 PPFIA1 PPP1R2C PRAME PRKAR2A PSMG1 RAD17 RASSF1 RBMXL2 RFC4 RFPL3S RPL39L SFMBT1 SMCP SOCS7 SOX5 SPATA31A7 SSX2 STAM2 SYCP1 SYCP2 TEKT2 TLE4 TMF1 TOPBP1 TSPY1 TTK TTLL5 TULP2 ZNF165 ZNRF4 ZPBP SU_THYMUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SU_THYMUS ADAMDEC1 CCR9 CD1B CD1E CYTIP ETS1 GNA13 IRF4 IRF8 ITK MMP12 MYB NCK2 PAX1 PIK3CD RHOH SH2D1A SLAMF1 STK17A TRAF3IP3 SWEET_KRAS_ONCOGENIC_SIGNATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_KRAS_ONCOGENIC_SIGNATURE ACLY ATP1B1 ATP5PB AXIN1 BOP1 BSG BTG1 CCND1 CD68 CDKN1A CEACAM1 CITED2 CSF2 CST3 CTSS DUSP6 EEF1B2 EEF1D EEF2 EIF3E FAM3C FCGR2A FEZ2 FKBP2 GABPB2 GADD45A GFUS GLRX GNS HIF1A HLA-DQA1 HNF1B HNRNPA1 HPN ID2 IL18 ITGAM ITGB2 KDELR1 KRT18 KRT8 LAMC1 LCN2 LGALS3 MAN1A1 MANF MAPK1 MDFI MRC1 MT2A MTIF2 MYCN MYH7 NMT1 NPC2 NPR2 NUP88 PABPC1 PAFAH1B3 PCBD1 PDK3 PHB2 PHLDA1 PHLDA2 PLIN2 PON2 PSEN1 RABGGTB RACK1 RO60 RPL14 RPL3 RPL6 RPL8 RPS2 S100A1 SFTPB SHC1 SIRPA SLC12A2 SLC25A5 SND1 TANK TGFBI TGOLN2 TNNT1 TYR UBXN1 VASP SWEET_KRAS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_KRAS_TARGETS_DN ALDH3A1 APP ARL4C ATP6V1B2 BEX1 BYSL CALU CC2D1A CEACAM6 CHIT1 CRISP1 CTSL CXCL5 DKK1 DUSP4 EBNA1BP2 EIF5 ENTPD6 EPB42 EPHB3 ETV5 F2RL1 FOSL1 GPD1 H3-3B HMGA2 IGF2-AS INHBB IRS2 KRAS LBR LRP8 MACROH2A1 MALL MLX MRPS12 NHERF2 NHERF4 NUP62CL ODC1 PAGR1 PARD6A PARD6B PDE4C PHLDA1 POLR3K PPP1R3A PRMT5 PTMA RAB40C RGS2 RNF6 RRM2 SEC62 SEMA6B SLITRK2 SPRED2 SSRP1 SSX2 TEP1 TMPRSS11D TNFRSF10D TPSD1 UPP1 UTY WNT2 SWEET_KRAS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_KRAS_TARGETS_UP ACKR3 ACVR1B ADAM19 ADCY7 ADGRG1 ATP2B4 BHLHE40 BMP1 C1S CADM1 CALD1 CCL2 CCN5 CDH4 CHST3 CLDN4 COL1A1 COL4A1 COL4A2 COL5A1 COL7A1 DENND2B DICER1 DKK3 DNAJB2 ECE1 EPHB2 EVL FERMT2 FLRT2 GABARAPL1 GADD45B GLIPR1 GOLGA8F GSDME HGD HSPB1 HSPG2 IGFBP3 IGFBP7 INPP4B ITGAV JAK1 JUN JUNB LAMP2 LBH MAP3K8 MATN2 MSC MYL9 NCF2 NCK2 NLRP1 NPTX1 NUAK1 OGA P4HA2 PALLD PDXK PGLS PMEPA1 RSU1 SERPINE1 SERPINE2 SGK1 SLC16A4 SLC22A5 SNAI1 SOX4 SPARC SPOCK1 TAGLN TCIM TGFB2 TGFBI TIMP3 TNS1 TPM1 TUFT1 ULK1 WASHC3 WIPF1 SWEET_LUNG_CANCER_KRAS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_LUNG_CANCER_KRAS_DN ABCA1 ABCC1 ABLIM1 ACE ACKR2 ACKR3 ACKR4 ACSL1 ACTA1 ACTA2 ACTC1 ACVR2A ACVRL1 ADARB1 ADCY8 ADGRE5 ADH1C ADIPOQ ADRB2 ADRB3 AHNAK AHR AKAP12 ALAS2 ALDH1A1 ALDOB ANGPT1 ANGPTL2 ANKRD1 ANKRD10 ANKRD33B ANKRD40 ANTXR2 AQP1 ARHGEF3 ARMCX2 ARRB1 ART3 ATOH7 ATP1A2 ATP2A2 BCL6B BDNF BMP6 BNC1 BPGM BPIFB1 BUB1 C3 CA2 CA3 CACNB2 CADM1 CALCR CALCRL CAV1 CAV3 CAVIN1 CAVIN2 CAVIN3 CCKAR CCL21 CCN1 CCN5 CCRL2 CD47 CD93 CDH11 CDH5 CDK14 CDKN1C CDO1 CDR2 CES1 CES2 CFD CFH CFHR1 CIDEC CKMT2 CLDN5 CLEC3B CLIC4 CNTN1 COL13A1 COL1A1 COL1A2 COL3A1 COL6A2 COX7A1 CP CPE CRHR1 CRIP1 CXCL14 CXCR4 CYP2A6 CYP2B6 CYP2E1 CYP2F1 CYP2S1 CYP4B1 CYTH3 DCN DENND2B DENND4C DIPK2A DNM1 DPAGT1 DPEP1 DPT DUSP1 EDN1 EDNRB EFNB2 EMCN EMP2 ENAH ENG ENPP2 EPAS1 EPB41 EPHA5 EPS15 ETS1 ETS2 FAS FERMT2 FEZ2 FGF7 FGF9 FGFR2 FGL2 FHL1 FKBP9 FLT1 FMO1 FMO3 FOXF1 FOXF2 FXYD1 FYN G0S2 GADD45B GBP2 GBP4 GBP7 GFRA2 GGH GIMAP4 GLUL GMFG GNAS-AS1 GNB4 GNG11 GNG2 GPAM GPC3 GPM6B GPR182 GPX3 GREM2 GRK5 GSN GSTM1 GUCY1B1 GYG1 H2BC10 HBB HCK HEPH HEY1 HNRNPA1L2 HOPX HOXA5 HOXA6 HOXB5 HP HSD11B1 ICAM2 ID3 IFI16 IFIH1 IFIT3 IFITM3 IGFBP2 IGFBP5 IGFBP6 IGHD IL11RA IL1B IL27RA IL6ST INMT INPP5A ITPKB JUN KALRN KANK3 KCTD12 KDR KIT KITLG KLF2 KLF4 KLF7 KLF9 KRT13 KRT4 KRT85 LAMA2 LAMB1 LATS2 LEPR LIFR LIMCH1 LIN9 LMO2 LORICRIN LOX LOXL1 LTB LTBP4 LYL1 LYSMD2 LYVE1 MACF1 MAP4 MAP7D1 MAPT MARCKS MEF2C MEIS1 MEOX2 METAP1 MFAP2 MFAP5 MFHAS1 MGP MPDZ MS4A1 MS4A6A MSLN MTSS2 MYB MYC MYH1 MYH11 MYH6 MYL3 MYL4 MYL7 MYL9 MYO1B MYO6 MYZAP NDN NDRG2 NDST1 NFIB NFKBIA NID1 NOTCH4 NPNT NPR3 NR2F2 NT5DC2 NTN1 NUMB OGN OMD PAG1 PAM PAPSS2 PCDHA9 PCK1 PDGFRA PDGFRB PDLIM1 PEG3 PGM2 PGRMC1 PKD2 PKIA PLAC9 PLPP1 PLPP3 PLTP PMP22 POLD1 PON1 POSTN PPP1CB PPP2R3C PRDX6 PRKCE PROM1 PRX PSIP1 PSMB10 PTCH1 PTGES PTGIS PTPRB PTPRD QKI RAB12 RAB28 RABGGTA RAMP2 RARRES2 RASIP1 RBP1 RCN1 RDH11 RECK REG3G RGS2 RHOB RHOJ RIPOR2 ROBO1 RPTN S100A8 S100A9 SASH1 SATB1 SC5D SCEL SCGB1A1 SCN7A SEMA3C SEMA7A SEPTIN4 SERPINA3 SERPING1 SESN1 SH3BP5 SHE SHOX2 SIAH1 SLC10A2 SLC4A5 SLC7A5 SLCO3A1 SMAD6 SMARCA2 SNCA SOD3 SORBS1 SOX11 SOX17 SOX2 SPA17 SPARC SPARCL1 SPEF1 SPOCK2 SPTAN1 SPTBN1 SRGN SSPN ST8SIA4 STAB1 STMN2 STMN3 SULT1A1 SULT1D1P SURF2 TAGLN TANGO2 TBX2 TBX3 TCF21 TCF3 TCF4 TEK TEKT1 TENT5C TFPI TFRC THBD TIAM1 TIE1 TIMP3 TJP1 TM2D3 TMEFF1 TMEM45A TMEM71 TNFRSF19 TNNC1 TNNI3 TNNT2 TNNT3 TNS2 TNXB TOP2A TPH1 TPRG1L TRBC1 TSPAN13 TSPAN6 TSPAN7 TUBA1A TWSG1 UPK3B USF2 USP18 VAMP3 VAX1 VCL VEGFA VEGFD VWF WWTR1 XIST ZBTB16 ZBTB20 ZBTB46 ZEB1 ZMYND11 SWEET_LUNG_CANCER_KRAS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SWEET_LUNG_CANCER_KRAS_UP AASS ACADL ACE2 ACLY ACSL4 ACSL5 ACTN1 ACTN4 ADAM19 ADCY7 ADGRG1 ADIPOR2 ADSS1 AK1 ALDOA ALDOC ANK3 ANXA4 APEX1 APOC1 AREG ARG1 ARG2 ARGLU1 ARL8B ATOX1 ATP11A ATP1A1 ATP5F1C ATP6V0A1 ATP6V0C ATP6V0D1 ATP6V1C1 ATXN10 AVPI1 AXIN1 AXL AZIN1 B3GAT3 B4GALNT1 BASP1 BBLN BCL2A1 BEX2 BEX4 BHLHE40 BMP4 BRD7 BSG BST1 BTG1 BTG3 C16orf89 C17orf49 C1QB C1QC C5 CA8 CAMSAP1 CAPZA3 CASK CCDC186 CCL15 CCL23 CCND1 CCR5 CCT3 CD14 CD44 CD63 CD68 CD74 CD9 CDK2AP2 CDKN1A CEACAM1 CEBPA CES3 CH25H CHCHD7 CHD4 CHI3L1 CHIA CHL1 CHRNB1 CIP2A CITED2 CKMT1B CKS2 CLCN5 CLDN3 CLDN7 CLDND1 CLIC1 CLIP4 CLU CNDP2 CNIH2 COL15A1 COL18A1 COTL1 CPOX CRB3 CRLF1 CRYGD CSF2 CSF2RB CSRP2 CSTB CTNND2 CTSA CTSB CTSC CTSD CTSH CTSK CTSS CTSZ CXCL3 CYB5R1 CYB5R3 CYBA CYRIB DAP DLK1 DSC2 DUSP6 EDEM1 EEF1D EEF2 EHMT2 EIF1AX EIF2AK4 EIF3E EIF4B EIF4G1 ELF5 ELL2 ELOVL1 ENO1 ENTPD1 EPCAM EPHA7 ERH ERRFI1 ESRP1 ETV2 F10 F3 F7 FAM117A FAM162A FAM3C FANCE FASN FBP2 FCGR2B FKBP2 FKBP4 FMR1 FNTA FPR2 FUCA1 G6PD GADD45A GALNT3 GAPDH GARS1 GCH1 GFUS GGCX GJA1 GJA3 GJB2 GJB3 GLRX GNE GNL3 GNS GOLM1 GPI GRHPR GRINA GSTT1 H2AC8 HAP1 HDC HDLBP HEXA HHEX HIBADH HIF1A HK2 HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB5 HM13 HMGB3 HMGN1 HNF1B HOXD1 HPN HSPA1B HSPA5 HSPA8 HSPA9 HSPH1 IBSP ID2 IFI30 IGFBP3 IGHA2 IGHG1 IGHV1-18 IGHV1-45 IL11 IL13RA2 IL18 IL4R INHBB IQGAP1 ITGA4 ITGA8 ITGAX ITGB2 ITIH4 ITM2C ITPR2 KCNJ15 KCNK1 KDELR1 KLF5 KLHDC2 KNG1 KRAS KRT18 KRT7 KRT8 LAMB3 LAMC2 LAP3 LAPTM5 LAS1L LBP LCN2 LCP1 LDHA LGALS3 LILRB4 LITAF LPCAT1 LPCAT3 LRG1 LRP2 LRRFIP1 LY6D LY75 MAN1A1 MANF MAPK1 MAPRE1 MARCHF5 MARCO MATN4 MBTD1 MDFI MDFIC ME1 MEF2B MEG3 MIA2 MIEN1 MIR675 MLEC MMP12 MPEG1 MRC1 MRPS18B MRPS34 MSR1 MT1A MT2A MTIF2 MUC1 MYDGF MYH7 NABP1 NAGK NAPSA NCL NDUFAF4 NDUFS5 NEK4 NFIL3 NHSL3 NME2 NMT1 NNT NPC2 NPDC1 NR2F1 NUCB2 NUDT4 NUP88 ORM2 OSBPL1A OSTF1 PABPC1 PAFAH1B3 PAPOLA PARM1 PCBD1 PCYOX1 PCYT1A PDIA6 PDK3 PFDN2 PFKL PGK1 PGLS PGLYRP1 PHB2 PHLDA1 PHLDA2 PIGA PIP4K2C PIP5K1B PISD PKHD1 PKM PLA2G5 PLA2G7 PLBD1 PLD3 PLET1 PLIN2 PLP2 PLXNB2 POLG POLR1C POLR2E PON2 PPARG PPOX PPP1R14B PPP2R5C PRAMEF13 PRB1 PRCC PRDX4 PRDX5 PRELID1 PRNP PRXL2A PSAP PSAT1 PSCA PSEN1 PSMB5 PSMD4 PSMD5 PSME1 PTGR1 PTGS1 PTPRF RABGGTB RACK1 RAP1GAP RBP4 RDH11 REEP6 RFK RGCC RIDA RNASE3 RNASET2 RNF149 RNF181 RNF4 RO60 ROS1 RPL17 RPL28 RPL3 RPL36 RPL37 RPL6 RPL8 RPS18 RPS8 RRBP1 S100A1 S100G SAT1 SCAMP1 SCD SCG3 SDC1 SEC23B SERPINE1 SERPINE2 SFTPB SHC1 SHMT1 SIRPA SIVA1 SLAIN1 SLC12A2 SLC15A2 SLC16A1 SLC25A39 SLC31A1 SLC34A2 SLC38A2 SLC4A4 SLPI SND1 SNX10 SOAT1 SOCS2 SPECC1 SPG21 SPINT1 SPP1 SRSF6 ST13 ST3GAL4 ST6GAL1 ST7 STARD10 STXBP2 TACSTD2 TANK TAOK3 TBC1D24 TCEAL9 TES TFCP2L1 TGFBI TGIF1 TGOLN2 THBS1 TLCD4 TLE5 TM2D2 TMEM268 TMEM30A TMEM30B TMEM50B TMEM62 TNFAIP1 TNFSF9 TNNT1 TOB1 TOM1L1 TPI1 TPM4 TRBC1 TSPAN8 TSR1 TULP2 TYROBP UBQLN2 UBXN1 UOX VAMP2 VAMP8 VASP VEGFB VIL1 VMP1 WFDC21P WLS XBP1 ZDHHC3 ZDHHC6 ZFP1 ZFP42 ZFTRAF1 ZNF143 ZNF282 SYED_ESTRADIOL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SYED_ESTRADIOL_RESPONSE ACHE ACP1 CASK CLIC1 CLIP1 KPNA2 MYO5A PARP1 PLEK PLXNA3 PPP2R5E RAP2A RNPS1 RPL29 SNW1 SOCS2 TGM3 UCP2 TAGHAVI_NEOPLASTIC_TRANSFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAGHAVI_NEOPLASTIC_TRANSFORMATION ACTN4 AGRN FLNC FOSB HGS LPAR2 MAP3K3 MCF2L NEK6 PDGFB RAF1 TAKADA_GASTRIC_CANCER_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKADA_GASTRIC_CANCER_COPY_NUMBER_DN ADAM23 ADAMTSL1 CAB39L CDKN2A CYSLTR2 DMRT1 DMRT2 DMRT3 FASTKD2 FHIT FNDC3A KANK1 KCNV2 MDGA2 MDH1B MTAP PUM3 RB1 RBFOX1 RCBTB2 RGS16 RGSL1 RNASEL SAXO1 SH3GL2 SMARCA2 TEK VLDLR WWOX TAKADA_GASTRIC_CANCER_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKADA_GASTRIC_CANCER_COPY_NUMBER_UP FGFR2 KRAS MET MYBL2 MYC SDC1 SSPN TAKAO_RESPONSE_TO_UVB_RADIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKAO_RESPONSE_TO_UVB_RADIATION_DN AARS1 ACAA2 ADCYAP1 ADM AEBP1 ANXA2 ARPC1B ARPC4 ATIC ATXN2 BZW1 CAMK2D CAST CBFB CCND2 CCNI CCT8 CD164 CDK7 CEBPD CES1 CLINT1 CREB3 CYP24A1 DAZAP2 DHCR24 DNAJB1 DNASE1L2 DPM1 ECHS1 EIF4H ELK3 ELOA ESD EXOSC10 FAM110B FOXO1 G0S2 GMFB GTF2H1 H2AC6 HNRNPM IFI16 KANK1 KCNC4 KLF5 LSS MARCKS MCL1 MKNK1 MORF4L2 NCAM1 NDRG1 NFKB2 NNAT NOLC1 NOP14 NUP188 OGDH PHB2 PIGC PIR PITPNA PKN2 PLIN2 PRMT5 PSEN2 PSMA3 PSMA4 PUM2 PUM3 PWP1 RAB11A RAD23B RBBP8 RER1 RFTN1 RGS2 RNF4 RPS23 RRS1 RUBCN S100A5 SERPINB8 SETDB1 SLC39A14 SRSF3 TJP1 TNFAIP3 TNFRSF1A TOMM20 TP53BP1 TXNIP UGCG USP10 VRK2 WTAP ZFP36 TAKAO_RESPONSE_TO_UVB_RADIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKAO_RESPONSE_TO_UVB_RADIATION_UP ACOT7 ARF5 ATP5MC3 ATP6V0B BAK1 BTF3P13 CCDC85B CD99 CDC37 CDH8 CLP1 COX4I1 COX5A COX5B COX6A1 COX6C COX7A2 COX7B COX8A DBI DST DYNLL1 EEF1D ELF3 ERCC5 FTH1 FUBP1 GAL GNAT2 GPS2 GPX4 GRN H2AC18 H2AZ1 HNRNPA2B1 IER2 IFNA16 ISCU MANF MRPL49 MSN NAP1L1 NDUFA4 NPIPB3 NXF1 PFDN5 PIGH PLCL1 PLP2 PMAIP1 POLR2L PPIB PPP1R11 PRDX2 PRDX3 PSMA6 PTOV1 RHOA RPL10A RPL21 RPL27A RPL36A RPLP0 RPS25 RPS28 RPS4Y1 RPS5 RPS9 S100A4 SAP18 SAT1 SEC13 SELENOW SEM1 SNRPF SOD1 SPINT2 SRI TCP1 TPP1 TSC22D1 TXN UBB UBC UBXN1 UQCRFS1 VIPR2 TAKAYAMA_BOUND_BY_AR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKAYAMA_BOUND_BY_AR CATSPER2 CDH2 CDK14 MET PGC PPIP5K1 SKAP2 STEAP2 TES UGT1A1 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_10D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_10D_DN A2M ABCB5 ABHD12 ACE ACP5 ADGRE3 ADGRG3 ADTRP ANXA3 AOC1 APOE ATP6V0D2 BLNK BPI C1QA C1QB C1QC C5AR1 CCL13 CCL18 CCL23 CCL3 CCL4 CCL7 CD1B CD24 CD24P2 CD24P4 CD59 CD9 CEACAM6 CEACAM8 CEBPE CHI3L1 CHIT1 CLEC5A CORO2A CST7 CTSB CTSLP8 CXCL1 CXCL2 CXCL3 CXCL5 DAB2 DACH1 DEFA1 DEFA4 DOCK4 DPY19L1P1 EMP1 F13A1 FABP3 FCER1A FCHO2 FJX1 FOLR3 FPR3 FRMD4A FUCA1 GAPLINC GGTA1 GLUL GPNMB GSDME HNRNPC HRH4 HS3ST1 HS3ST2 ID3 IL1R1 IL1R2 IL7R KCNJ15 KLF2 LGALS12 LGALSL LGMN LHFPL2 MAF MAGI2-AS3 MAOA MAPK13 ME1 MEIKIN MMP1 MMP12 MMP8 MMP9 MREG MS4A2 MSC-AS1 NPL NRP1 NRP2 OLFML2B OLIG1 OTOA PADI2 PADI4 PATJ PCSK5 PDK4 PID1 PLA2G7 PLPP3 PPBP PPP1R1B PPP2R2B PTGER3 PYROXD2 RAB42 RAPH1 RARRES1 RASGRP1 RASSF4 RGCC RGL1 RGL4 RIT1 RNASE1 RPS6KA2 RTN1 S100B S100P SELENOP SERPINF1 SGK1 SGTB SLAMF8 SLC16A10 SLC38A6 SLC7A8 SLCO2B1 SLFN13 SLPI SRPX ST14 STAB1 TACSTD2 TCN1 TEX15 TGFBI TLR7 TMEM45B TMTC1 TRAV22 TREM2 TSPAN2 VSTM1 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_10D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_10D_UP ABLIM1 ADCYAP1 ADGRA2 ADRB1 ADSS1 AFF3 ALDH1A1 ANGPT1 ANGPT2 APOL6 ARG2 ARHGAP5 ARL4A ASB2 ATP10A AUTS2 BATF3 BEND6 BISPR BTLA C11orf96 C15orf48 CADM1 CALB1 CAV1 CCR6 CD1D CD38 CDC42EP3 CDH1 CDKN1C CEBPZOS CELA2B CFD CFI CFP CHRNA6 CKB CLECL1P CLNK CMPK2 CXCL10 DBN1 DDX60 DDX60L DEFB1 DHRS3 DHRS9 DLC1 DMD DNAJC6 DUSP4 EGLN3 EIF2AK2 EPCAM EPSTI1 FBXL20 FCER2 FERMT2 FGF18 FLNB FLT3 FN1 FZD10-AS1 GALNT12 GATM GBP1 GEM GMPR GNAI1 GPR18 HBB HBBP1 HBD HBG1 HERC5 HMGCS1 HOPX HOXA3 HOXA5 HOXA7 HOXA9 HOXB-AS3 HOXB3 HPGD HS3ST3B1 IDO1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFITM1 IGLL1 IL15 IL22RA2 IL31RA INPP4B IRF7 IRX3 ISG15 ITGB7 JCHAIN KIT KRT18 LAMP5 LGALS2 LGALS3BP LILRA2 LILRA5 LSP1 LY6E MCM4 MCOLN2 MED18 MEIS1 MFAP3L MIR155HG MX1 MX2 MYCT1 NAPSB NEGR1 NEXN NR4A2 NXPE3 OAS1 OAS2 OAS3 OASL OLFM3 OSBPL6 PALLD PCDH20 PLAAT4 PLD4 PRKAR2B PTGS2 RAB27B RBPMS REN RETREG1 RIGI RSAD2 RTP4 SAMD9 SAMD9L SCN2A SCN4B SERPINE2 SIGLEC17P SLC27A6 SLC5A3 SLC6A13 SLC8A1 SLC9A3 SLITRK4 SMIM24 SOX4 SP110 SPINK2 SPOCK1 STAT1 STS STXBP6 TDRD9 TEX9 TFDP2 TGM5 THBS1 TIMP3 TM4SF1 TMEM200A TMEM255A TMEM45A TMT1B TNFAIP6 TOX TPSAB1 TRIM9 TSLP TYRP1 USP18 UST XAF1 ZEB1 ZNF503 ZNF521 ZNF711 ZNF93 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_16D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_16D_DN ABCA13 ABCB5 ADGRG3 ADTRP ALK AMPD3 ANKRD13D ANKRD18A ANOS1 ANXA3 APOE ARG1 ARID2 ARMCX1 ASXL2 ATP8A1 BHLHE41 BPI CAMK2G CAPN3 CD24 CD24P2 CD24P4 CD59 CEACAM1 CEACAM6 CEACAM8 CEBPE CFLAR CHI3L1 CORO2A CPNE2 CRISP3 CSTB CXCL1 CXCL5 CYP4F3 DEFA4 DIP2A DPP4 ELL2 ERG FARP1 FCGBP FGFR1 FOLR3 FRMD4A GAPLINC GGA1 GGTA1 HEXA HP HS3ST1 IGFBP4 IL1R2 ITGA9 KANSL1 KCNJ5 KIF21B KLF2 KLHL41 LGALS12 LINC00342 LINC01128 LRP3 LRRC37A2 LTF MAF METTL21A MGAM MMP1 MMP24OS MMP8 MMP9 MTUS1 N4BP2L2 NCF1 NCOR1 NEAT1 NRP2 NUDT7 NUPR1 OLFML2B OLIG1 PADI4 PARM1 PCBP1-AS1 PELI1 PGA5 PGLYRP1 PLPP3 PLTP PPFIA1 PRDX2 PRXL2A PTX3 PYROXD2 RALGAPA2 RARRES1 RBP1 RGL4 RNU6-82P RPS6KA2 S100P SCGB3A1 SCN11A SDS SELENOP SEPSECS-AS1 SFXN5 SLC11A2 SLC16A10 SLC18B1 SLFN13 SLPI SPAG1 SPARC SULT1C2 SVIP SYNJ2 TACSTD2 TCN1 TFPI TMEM37 TMIGD3 TNS1 TSPAN2 TUT4 VRK1 VSTM1 ZNF395 ZNF398 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_16D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_16D_UP ABCB1 ABCB4 ABCD2 ADAM19 ADGRA2 ADRB1 AFF3 AHR ANKRD22 AP1S3 APCDD1 APH1A ASB2 ASPHD2 ATP10A ATP11A AUTS2 B3GALNT2 BCL2L11 BEND6 BTLA C12orf75 C15orf48 CCNA1 CCR2 CCR6 CD1A CD1C CD1D CD1E CD38 CDC42EP3 CDH17 CES1 CFD CFI CFP CHST2 CLEC4D CLECL1P CLNK CMPK2 CPA3 DCANP1 DCST1-AS1 DEFB1 DENND5B DUSP4 ELOVL6 EPSTI1 EREG FCAR FCER2 FGL2 FHL2 FKBP1B FLNB FN1 GAPT GEM GNAI1 GPR18 GPR82 GPX7 HBA1 HBB HBD HBG1 HDAC9 HOMER2 HOPX HOXA3 HOXA5 HOXA7 HOXA9 HOXB-AS3 HOXB2 HOXB3 HPGD IDO1 IFI27 IFI44 IFI44L IFI6 IFIT1 IFIT2 IFIT3 IFITM1 IKZF1 IL31RA IL6ST IRF4 IRX3 ISG15 ITGA7 ITGB7 KIT LAMP3 LAMP5 LBH LGALS2 LIF LILRA1 LPAR3 LSP1 LTBP1 LUM LY6E MAP4K1 MCOLN2 MEF2D MEIS1 MPP7 MX1 MX2 NAPSB NCALD NDRG2 NEGR1 NET1 NRG1 OAS2 OAS3 OASL OPN3 PALLD PCDH20 PDLIM1 PKIB PPP1R16B PRKAR1A PRKAR2B PRSS3 PTGFR PTGS2 PTPRK RAB27B RAB33A REN RSAD2 S1PR3 SAMHD1 SIGLEC17P SIGLEC6 SLAMF7 SLC12A8 SLC18A2 SLC38A1 SLC45A3 SLC5A3 SLITRK4 SMPDL3A SMYD3 SOX4 SPINK2 STAT1 TDRD9 TESPA1 TFR2 TGM5 THBS1 TIFAB TMEM200A TMT1B TNFSF10 TOX TOX-DT TPSAB1 TRDC TSLP USP18 WT1 XAF1 XYLT1 ZDHHC17 ZNF366 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_3D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_3D_DN ADGRG3 ALB ALOX5 APOL4 ATP10D CCL7 CD163 CLEC10A CXCL5 CYP7B1 ENTPD1 ETS1 FCGR2A FCGR2B GLUL HBE1 HGF IL7R LIF MAFB NDFIP2 OSM PLPP1 PPBP PRG3 RAPGEF5 S100A8 S100A9 TEX15 TGFBI TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_3D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_3D_UP ACSM3 ADRB1 AHR ALDH1A1 ANGPT1 ANGPT2 APLF ARHGAP22 ARHGEF3 ARID5B ARRDC4 ATP1B1 AUTS2 BAMBI BEND6 BISPR BMP2K BST2 C3orf80 CAV1 CCDC71L CCL18 CD69 CDKN1C CELA2B CH25H CLEC2B CLSTN3 CMPK2 COL24A1 CREBRF CRHBP CRISP2 CRISP3 CTSG CXCL10 CYP1A1 DDX60 DDX60L DMXL2 DST DTX3L EIF2AK2 EPSTI1 ERG ERMAP EVI2A FCRL4 FGF18 FRAS1 FREM1 GALNT2 GBP1 GBP3 GLYATL2 GMPR GUCY1A1 H2AC6 HELZ2 HERC5 HERC6 HEY1 HLX HOPX HOXA3 HOXA5 HOXA6 HOXA7 HOXA9 HOXB-AS3 HOXB3 IDO1 IFI16 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IGFBP4 IGHM INPP4B IRF1-AS1 IRF7 IRF9 IRX3 ISG15 ITGB8 JCHAIN KIAA0513 KIF13A KLF5 LGALS3BP LINC02604 LOX LY6E MALAT1 MAP7 MECOM MEIS1 MLLT3 MTCL1 MVP MX1 MX2 MYCN MYCT1 NCOA7 NEAT1 NEGR1 NFAT5 NKAIN2 OAS1 OAS2 OAS3 OASL OFD1 OLFM3 OSBPL6 PARP10 PARP12 PARP14 PARP9 PBX3 PCDH9 PDE1C PDE3A PHACTR4 PLA2G4A PRSS23 PTGER3 PTGS1 PTGS2 PTPN13 PTPRD QPRT RAB27B RBPMS REN RHOBTB1 RIGI RNASE6 RNF213 RPS6KA5 RSAD2 RTN1 S100A10 SAMD9 SAMD9L SCN2A SCN9A SDSL SERPING1 SHFL SLC12A8 SLC27A6 SLC5A3 SLC9A7 SOX4 SP110 SPINK2 ST6GALNAC1 STAT1 STAT2 TCN1 TOX TRIM22 TRIM25 TRIM9 TSLP TTC28 TXK USP18 VMP1 VNN1 XAF1 ZBTB20 ZNF503 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_6HR_DN AQP1 ATP6V0D2 CACNA1G CBX3 CCL2 CCL4 CCR1 CD200 CD80 CLMN CORO2A DYRK1A GAS7 HIP1R HMOX1 HTRA3 IL6R INHBA IRAK2 KDM6B MAMDC2 MIR3648-1 NEAT1 NINJ1 NR4A2 P2RX7 PDGFA PTPRC RAB12 RARA RGCC RHOB SERPINE1 SLC1A6 SLC25A37 SLC4A2 SPTAN1 TM4SF1 TNFSF8 TPT1-AS1 TRAF1 TRIB2 VASH1 ZFP36 ZNF395 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_6HR_UP C3orf80 CA8 CALCRL CAVIN2 CD69 CDH9 CEP70 CMAHP DACH1 DHRS9 DLX2 DMXL2 EDN1 EVI2A FBXO22 FGF7 FIGN FKBP5 FLT3 FRMD6 GAS2L3 GASK1B GLIPR1 GLYATL2 GNAI1 GPR21 GRK3 HEATR5A HOXA3 HOXA4 HOXA5 HOXA9 HOXB-AS3 HOXB3 HOXC6 HPGD IFNB1 IL18 IL7R INPP4B ITGB8 JCHAIN KLF5 KMO LHFPL3-AS1 LIMCH1 LPAR6 MACIR MCTP1 MECOM MMP7 MS4A4A MSX1 NME7 NRG4 OLFM3 P2RY12 PBX3 PCDH17 PCDH9 PCDHB2 PCOLCE2 PDE4DIP PLA2G4A PLCL1 PLN PTPN13 S100A10 SCML1 SCN2A SEMA3C SERPINI1 SHISA2 SLC25A36 SLCO4C1 SPRED1 ST6GALNAC1 STAT4 STK4 SYBU TEX15 TOX TSPAN12 TYRP1 USP32 XCL1 ZNF503 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_8D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_8D_DN ADAM19 ADAM9 ADGRE3 ADGRG3 ADORA3 AKAP13 ALDH2 ALOX5 AMFR ANKRD29 ANTXR1 AOC1 ARHGAP18 ARPC5 ATP10D ATP6V0D2 BCL2 BCL6 BPI C16orf87 C1QA C1QB C1QC C5AR1 CAMK1D CCDC126 CCL23 CD14 CD163 CD1A CD1E CD200R1 CD24 CD24P2 CD24P4 CD9 CDC42 CDH8 CEACAM6 CEACAM8 CEBPE CHI3L1 CLEC4A CLEC5A CLEC7A CLU COLEC12 CORO2A CR1 CREB5 CST1 CST7 CTSB CUX1 CXCL1 CXCL3 CXCL5 CYBB CYTL1 DAB2 DACH1 DEFA1 DEFA4 DENND11 DNAJC3 DOCK4 DPY19L1P1 ELOVL7 EMP1 ENC1 ENTPD1 EPAS1 ETNK1 ETS1 F5 FCAR FCGR2B FCN1 FOLR3 FPR1 FPR3 FYB1 GASK1B GJA4 GLIPR2 GLUL GPM6A-DT GPNMB GPR34 GSDME GXYLT2 HIPK1 HK3 HLA-DQA1 HRH4 HSD11B1 HTR2C HTRA1 HVCN1 IGF2R IL10 IL1R2 IL3RA IL5RA IL7R ITGAM ITM2A JAZF1 JUN KCNMA1 KLF2 KNL1 KRT86 LCP2 LFNG LGALS12 LGMN LINC00165 LINC02535 LINC02961 LOXL1-AS1 MAF MARCHF1 MARCO ME1 MMP1 MMP12 MMP14 MMP9 MRC1 MS4A2 MSC-AS1 NCF2 NDRG2 NIBAN1 NKTR NPL NRP1 OLIG1 OR7E24 P2RY10 PADI2 PADI4 PAX2 PCSK5 PDK4 PID1 PLA2G7 PLBD1 PLXDC2 PNPLA1 PPBP PPP1R1B PRNP PTCD1 PYGL PYROXD2 RAB30 RAP2A RAPGEF2 RAPH1 RNASE1 RPS6KA2 S100A12 S100A9 S100B S100P SERPINA1 SGK1 SLAMF8 SLC11A1 SLC16A6 SLC16A7 SLC26A11 SLC28A3 SLC30A7 SLC41A2 SLC7A7 SLCO2B1 SLPI SNX21 SOBP SPMIP5 SPNS3 SRPX SRSF6 ST6GALNAC5 ST8SIA1 STAC SUGCT-AS1 TALAM1 TCERG1 TDO2 TEX15 TGFBI TM6SF1 TMCC3 TMEM163 TMEM33 TRAT1 TSPAN15 TSPAN2 UHMK1 UTS2 ZDHHC19 ZMYM2 TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_8D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAKEDA_TARGETS_OF_NUP98_HOXA9_FUSION_8D_UP ABCB1 ADCYAP1 ADGRA2 ADRB1 ALDH1A1 AMMECR1 ANGPT1 APOC1 ASB2 ATP7B AUTS2 BDNF C3orf80 CALB1 CAVIN2 CCDC71L CCR7 CDH1 CELA2B CHST2 CLEC2B CMBL CNKSR3 CRISP3 CTSG DDIT4 DDX60 DEFB1 DENND6B DHRS3 DLC1 DNAJC6 EIF2AK2 ENPP2 EPSTI1 F2R FAT1 FGF18 FHL2 FLT3 FOXC1 GAD1 GBP1 GCH1 GDF15 GDPD1 GJA1 GPR18 GZMB HBB HBBP1 HBD HERC5 HERC6 HIC1 HOPX HOXA3 HOXA5 HOXA7 HOXA9 HOXB-AS3 HOXB3 HS3ST3B1 IDO1 IFI27 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IGFBP4 IGLL1 IL22RA2 IRF7 IRX3 ISG15 ISYNA1 JCHAIN KLF1 KRT18 LAMP5 LGALS3BP LINC00996 LTBP3 LXN LY6E MAP7 MECOM MEF2C MEIS1 MIR155HG MTSS1 MX1 MX2 MYCN MYCT1 MYH10 NAP1L5 NEGR1 NMU NOG NR4A2 OAS1 OAS2 OAS3 OLFM3 OSBPL6 PALLD PCDH9 PLD4 PPP1R14A PRKAR2B PRSS23 PTGS2 RAB27B RBM11 RBPMS REN REXO2 RHAG RHOBTB1 RIGI RNF213 RPS6KA5 RSAD2 RXFP1 SDSL SLC12A8 SLC27A6 SLC40A1 SLC6A13 SLC9A3 SMIM24 SOX4 SPINK2 SPOCK1 SPTA1 STAT1 TAL1 TGM5 THBS1 TMT1B TNFAIP6 TPSAB1 TSC22D1 TSLP TTC28 TUBB2A TYRP1 USP18 XAF1 ZNF503 TANAKA_METHYLATED_IN_ESOPHAGEAL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TANAKA_METHYLATED_IN_ESOPHAGEAL_CARCINOMA AATF ADARB2 APOBEC2 BARHL2 BTN1A1 BUB3 CALCA CCNA1 CD8A CHRM1 CLRN3 CMTM3 COL13A1 CRABP1 CRABP2 CYP2R1 DNAJA4 EGLN3 ERCC6 ETFA EYA4 FDFT1 FEZF1 FOXB2 FOXI2 FRAS1 GATA4 HDGF HMGN4 HMX2 IQCH IREB2 ISG20L2 ISL2 KCNMA1 KDM8 KIF20B KRT1 KRT13 KRT2 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 LHX1 LHX9 MELK MEOX2 MRPL24 MRPL43 NEIL2 NES NETO2 NFIB NFYA NIPSNAP3A NIPSNAP3B NKX2-1 NKX2-8 NTRK1 NXF1 ONECUT1 ONECUT2 PAX9 PCDH19 PCDH7 PCGF5 PHACTR2 POLR2G POU3F4 PRCC PRR15 PRUNE2 PTGDR PTGER2 PTPRE RMND5A SALL1 SEMA4G SH2D2A SKIC8 SKOR1 SLC2A9 SLC3A2 SPART STX5 TAF6L TARBP1 TBX20 TRIM68 TSPO2 TWNK UNC5CL WDR1 WDR74 ZBTB3 ZNF184 TANG_SENESCENCE_TP53_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TANG_SENESCENCE_TP53_TARGETS_DN ADARB1 ADH1B AURKB BARD1 BIRC5 BUB1 CCNA2 CCNB2 CDC20 CDC25A CDK1 CENPA CENPE CTH DBF4 EXOSC9 EZH2 FBXO5 FOSL2 H2AC16 IGFBP5 IL12RB2 KIF11 KIF20A KIF20B KIF23 KIF4A LMNB1 MAF MAP1B MRE11 NEK2 NRGN NUP62 NUSAP1 OR1E1 PBK PDP1 PLK4 PPL PRC1 PTTG1 PTTG3P QPCT RACGAP1 SMC4 SPAG5 TCF4 TFAM TK1 TOP2A TPX2 TREM1 TTK UBE2C ZFY TANG_SENESCENCE_TP53_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TANG_SENESCENCE_TP53_TARGETS_UP A2M ABCA8 ADAMTS5 ALDH3A2 APLP1 BACE1 C7 CCDC85B CCND2 CDKN1A CLIP1 COX7A1 GABBR2 GBX2 GMFG HBG1 HBG2 HSD17B2 IVNS1ABP LCAT MMP3 NRG1 PSTPIP2 RAPGEF4 SIM2 SLC4A4 SNCA TFAP4 TSPAN12 USF2 VAMP8 WFDC1 ZMAT3 TARTE_PLASMA_CELL_VS_B_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TARTE_PLASMA_CELL_VS_B_LYMPHOCYTE_DN AHR AXIN1 BIN1 BLK CCND3 CD37 CD83 CIITA CRYBG1 CXCR5 ELF4 GCH1 GIT2 GPR18 HHEX HLA-DMB IFNGR1 IL4R IRF8 ITPR1 LPGAT1 LTB LYL1 MAPRE2 MARF1 MMD MOB1A MS4A1 NFKB1 NFKBIE REL RHOG RHOH RPS4Y1 SATB1 SERPINB1 TGFBR2 TRIM22 TARTE_PLASMA_CELL_VS_B_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TARTE_PLASMA_CELL_VS_B_LYMPHOCYTE_UP AARS1 AGA ALG3 ANG AQP3 ARF4 ARID3A CANX CASP10 CAV1 CCR2 CD27 CD38 CITED2 CKAP4 CXCR3 DDOST DUSP7 ELL2 EMC2 FGL2 FKBP2 FUT8 GAS6 GGCX HAGH HDLBP HEXB HSD17B8 HSP90B1 HSPA5 HYOU1 ICAM2 IGKC IGLJ3 IGLV1-47 IL15RA IL6R IRF4 ITGA6 KDELR1 KDELR2 LGALS3 LMAN2 MAN1A1 MANF NEU1 NOMO1 NUCB2 P4HB PDIA5 PDIA6 PDK1 PDXK PLD3 PLOD1 PPIB PRDX4 PRKCI PYCR1 PYGB RPN1 RPN2 SEC61B SEL1L SELPLG SERPINI1 SLC35B1 SLC7A1 SPCS2 SPN SRGN SSR1 STT3A TM9SF2 TMED10 TNFRSF17 TRAM1 TRAM2 TRIB1 YIF1A TARTE_PLASMA_CELL_VS_PLASMABLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TARTE_PLASMA_CELL_VS_PLASMABLAST_DN ABCD3 ABCE1 ACOT7 ACTA2 ACVR1 ADD1 AFF1 AHCY AIMP2 ANG ANP32A ANXA6 ARHGDIB ARID3A ASNS ATIC ATP13A3 ATP1B3 ATP5PB ATP5PF ATP5PO BAG1 BAK1 BCL3 BLMH BOP1 BRD8 BYSL CAPRIN1 CASP1 CASP6 CBX3 CBX5 CCNA2 CCNB1 CCND2 CCNE1 CCNF CCT2 CCT4 CCT5 CCT6A CCT7 CD180 CD52 CD58 CD70 CDC123 CDC20 CDC25B CDC27 CDC6 CDK1 CDKN1A CDKN3 CENPA CENPE CHAF1A CKS1B CKS2 CLCN3 CLEC2B CLIC1 COASY COPS5 CORO1A COX6C COX7B CPOX CRADD CRYBG1 CSE1L CTPS1 CYCS CYTIP DBI DDX39A DHCR24 DHFR DLGAP5 DNAJC7 DTYMK DUT EBNA1BP2 EBP EED EIF2S1 EIF3A EIF5 ELMO1 ELOC ENTPD1 ESPL1 ETF1 EWSR1 EXOSC2 EZH2 FABP5 FAS FASN FDFT1 FDPS FH FLNA FOXK2 FOXM1 GALNT1 GALNT3 GARS1 GART GCLM GET3 GGH GINS1 GIT2 GLDC GLIPR1 GNB1 GNL2 GPI GSPT1 GZMB HMGB2 HMMR HNRNPC HPGD HPRT1 HSD17B10 HSPA4 HSPA9 HSPE1 HUWE1 IDH2 IFI30 IGF1 IL2RB IPO5 IQGAP1 IQGAP2 ITGB1 ITGB7 KDM5A KIF11 KIF14 KIF22 KIF23 KIF2A KIF2C KIFC1 KLHDC3 KPNA2 KYNU LBR LDHB LDLR LGALS1 LILRB4 LIMS1 LMNB1 LSP1 MAD2L1 MAPK1 MAPK6 MAPKAPK3 MCM3 MKI67 MPHOSPH6 MRPL12 MRPL19 MRPL23 MRPL3 MRPL58 MSN MTHFD1 MTHFD2 MVP MYCBP MYO5A NAE1 NARS1 NASP NDUFA9 NDUFS1 NDUFV2 NEK2 NFIL3 NKRF NME1 NNT OAT ORC1 OSTF1 PAICS PAK2 PAPOLA PCLAF PCNA PDAP1 PDLIM1 PFKP PGK1 PHB1 PLK4 PNP POLD2 PPIF PPP1R2 PPP4C PRIM1 PRKCB PRKDC PRPS2 PSMA1 PSMA2 PSMA3 PSMA5 PSMB2 PSMB8 PSMC3IP PSMC5 PSMD14 PSMD4 PSME2 PSME4 PTPN1 PWP1 RAB27A RARS1 RB1 RECQL RFC3 RFC4 RIPOR2 RNASE6 RPA1 RRM1 RRM2 RRP1B S100A10 SCAP SDHB SELL SGK1 SLA SLC16A1 SLC19A1 SLC25A46 SLC39A7 SLC7A5 SMARCA4 SMC1A SNRPB2 SNRPC SNRPD3 SNRPF SNRPG SOD2 SRSF3 SSR1 STIL SUMO1 SUMO2 TARS1 TAX1BP3 TBCB TCP1 TDG TFRC TIMM17A TKT TMEM97 TMPO TMSB10 TOP1 TOP2A TOP2B TOPBP1 TRA2B TRAP1 TRIP13 TROAP TTK TUBA1A TUBA4A TUBG1 TXN TYMS U2AF2 UBE2C UBE2D3 UBE2L3 UBE2S UCHL3 UCK2 UFD1 UQCRC2 UQCRH USP14 VBP1 VDAC1 WARS1 XRCC6 YARS1 YBX1 YWHAH ZMAT2 ZNF410 TARTE_PLASMA_CELL_VS_PLASMABLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TARTE_PLASMA_CELL_VS_PLASMABLAST_UP ACRV1 ACTB ACTC1 ADAM8 ADCYAP1 ADH4 ADM ADORA3 ADRB3 AEBP1 AGER AK1 ALDH1A1 ALDH2 ALDH7A1 ALOX5AP AMPD1 ANKRD46 APOC1 APOC2 APOC3 APOE AQP2 AQP5 ARHGEF16 ASMT ATF6B AVPR1B B2M BCR BIRC3 BMP4 BRD3 BTG2 BTN2A2 C1S C4A C4BPA CACNA1B CALB2 CBLB CBS CCL22 CCR7 CCR9 CCSER2 CD22 CD24 CD34 CD3D CD3E CD40 CD72 CD8B CD9 CDH15 CDKL5 CDR2L CDSN CEACAM4 CELA3A CES1 CFB CFTR CHERP CHIC1 CHN1 CHRM4 CIRBP CLU CNTNAP1 COL11A1 COL14A1 COL1A1 COL4A1 CPA3 CPB1 CR1 CRABP2 CRIPTO3 CRYAB CSF1 CSN2 CSN3 CST3 CTLA4 CTSL CUL7 CXADR CXCL12 CXCL8 CXCR2 CYBA CYFIP1 CYP1A2 CYP2A6 CYP2C9 DAB2 DAPK1 DDR1 DDR2 DEFA5 DLG4 DMD DOCK1 DPP6 DUSP1 EFNB1 EGR1 ELANE ELAVL3 ENO2 ENOX2 EOLA1-DT ERCC4 FABP3 FBN1 FBP1 FCER1G FCGR3B FCGRT FCN1 FEV FEZ1 FGR FLNB FLT4 FMOD FOLR1 FOS FOSB FRZB FSCN1 FSTL1 FTL FUCA1 GAA GABRA1 GCM1 GMPR GNA11 GNB3 GNG4 GPC1 GPER1 GPLD1 GPNMB GPR18 GPX3 GRN GUSBP11 GYPB GZMA H2BC15 HBA1 HBD HERPUD1 HES1 HEXA HHEX HLA-B HLA-DOB HLA-DQA1 HLA-DQB2 HLA-F HOXB13 HOXB2 HOXD10 HP HPN HRH1 HSF4 HSPA1B HSPB1 HTR1B HTR1E HTR2C IDUA IFI44 IFI44L IFIT5 IFITM1 IFITM3 IFNA21 IGFBP4 IGHD IGKC IGLC1 IGLC7 IGLJ1 IGLV4-3 IKBKE IL4R IL7R ITGA2B ITGA3 ITGA8 ITGAD ITGAX ITIH4 ITPKB JADE2 JUND JUP KANK1 KCNMA1 KCNQ1 KISS1 KLK3 KRT1 KRT32 KRT33B KRT6A KRT6C KRT83 KRTAP1-1 LCN2 LGALS9 LGMN LINC01587 LINC02967 LRP1 LRRC14 LRRC23 LST1 LTBP2 LTC4S LYZ MAG MAPKAPK2 MC4R MCAM MDK MERTK MGST2 MIA3 MITF MLN MME MMP16 MMP9 MPO MPP3 MPZ MSX1 MT1B MTCYBP5 MX1 MX2 MYBPC2 MYCL MYCLP1 MYL11 MYL2 MYL5 MYO1C NBL1 NCAM1 NELL2 NFIC NFKB2 NFKBIA NHLH1 NOP14-AS1 NOS2 NOTCH4 NR4A1 NREP OAZ1 OPRM1 P2RX1 PALM PAM PAX6 PBX2P1 PCDH1 PCDHGC3 PCK1 PCOLCE PCSK6 PDE4A PFN2 PHB2 PHOX2B PIK3R2 PLCB2 PLPP3 PPM1F PRKACG PRKAR2B PSAP PSG7 PTGDS PTPRK PTPRN QPCT RAB13 RAB32 RAPGEF5 RBMS2 RBP3 RBPMS REG1A RELB RGS2 RNASE1 RNASE3 RPL18A RPL23A RPL24 RPL28 RPL34 RPL37A RPL39 RPL7A RPLP0 RPLP1 RPS11 RPS14 RPS15 RPS15A RPS16 RPS18 RPS2 RPS21 RPSA RUNX1 RUNX1T1 S100A8 S100A9 S100P SATB1 SDC1 SERPINA1 SERPINA3 SERPINB4 SERPINB6 SERPING1 SGSH SIRPA SKAP1 SLC10A2 SLC14A2 SLC15A2 SLC18A1 SLC30A3 SLC5A5 SMAD1 SMPD1 SMPDL3B SNCA SORL1 SPIB SPINT2 SPRR1A SPRR2A SPRR2C SPTB SSR4 STX1A STXBP1 SYPL1 TACR3 TBC1D5 TBXA2R TCEAL1 TCL1A TCN2 TGFB3 TGIF1 TIAM1 TIMP3 TJP1 TLR1 TNC TNFAIP2 TNFAIP3 TNP1 TNXB TPM1 TPT1 TRAF1 TRBV9 TRIM22 TSC22D3 VCAM1 VPREB1 WNT10B WWOX YES1 ZFHX3 ZNF117 ZNF132 ZNF141 ZNF142 ZNF157 ZNF32 ZNF787 TAVAZOIE_METASTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAVAZOIE_METASTASIS ABCB9 ABCG5 AKAP9 ALK AMPH ANO1 ASMT CA8 CCDC81 CD24 CD24P4 CDC14A CHIA CNTNAP2 COL1A1 CRP CSF3 CXCL12 CYP3A43 DDR1-DT DLG2 DPYSL4 DZIP1 EAF2 EFCAB11 EIF3K EREG F9 FAM135A FCHO1 FCN2 FOXA2 FRS2 GATM GDF11 GNRH1 GPR17 HAPLN1 HOXA7 HPGD IFNA8 IGFBP5 IL13RA2 KCNJ15 KHDC1L KIAA0087 KIDINS220 KISS1 KLF9 KLHL11 KLHL28 KLRC1 KRT81 KYNU LAMA4 LRP2BP LRRC31 MAGEA3 MAGED4B MARCHF1 MDM2 MEOX2 MMP1 MTAP MTMR7 MYEF2 MYOM1 NIPAL3 NKAIN1 NLGN4Y P2RX2 PDGFRA PLCB1 PLEKHS1 PLN PLP1 PRKN PTGS2 PTPRN2 RADX RAP1GAP2 RARA RGS2 ROBO1 SERPINB2 SIGLEC8 SOX4 SPANXA1 SPANXB1 SSX1 SSX2 STX11 SULT1C2 THAP9 TNC TP53TG1 TRIM23 TSPAN12 TTC9 USP9Y UTY VCL XYLB ZBED4 ZDHHC17 ZNF257 ZNF682 ZNF750 TAVOR_CEBPA_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAVOR_CEBPA_TARGETS_DN A2M AKR1B1 CRADD FOXO1 FXR2 GAL GATA2 GJA1 GP9 H1-10 ICAM2 IFI27 IFI6 ISG15 ITGB5 KLRC1 KLRK1 LYL1 MAP1B MC1R MMRN1 MYC OAS2 PFN2 PLOD2 RIN1 SERPINB1 SULT1A3 TBXAS1 THBD TNFSF10 ZBTB48 TAVOR_CEBPA_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAVOR_CEBPA_TARGETS_UP ACSL1 AKAP12 ANXA1 ARC ARG1 ARHGEF5 BCL2A1 BIK BTG1 BTG2 C3AR1 CA2 CCND2 CD7 CXCR4 DYNLT3 EEF1A2 EXTL2 FIG4 GBP1 GCH1 GGH GLIPR1 HCAR3 HMOX1 ID2 IL1RN KCNMB1 KIAA0513 KLF5 LITAF LST1 MLC1 NFIL3 PTPN3 PTPRC PTX3 RAB31 RGS2 S100A9 SECTM1 SERPINF1 SERPINI1 SERTAD2 SOD2 SPINT2 TANK TRDC TRGC1 TRIB1 VCL TAYLOR_METHYLATED_IN_ACUTE_LYMPHOBLASTIC_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TAYLOR_METHYLATED_IN_ACUTE_LYMPHOBLASTIC_LEUKEMIA AFG2A AGFG1 ARID5B AZIN1 BCL10 CAV1 CCN3 CDC42SE1 CLOCK CNTN4 COL24A1 COX5B CWF19L1 CYREN DDX39B DLC1 DPY30 EFNA5 FAM167A FAM184B FBXO36 FEV FOXD2 FSTL5 GMNN GTF2H2 GTPBP2 H2AC4 H3-3A HSF2 HSPA4L IFT74 KCNK2 KHDRBS3 KLHL21 KLHL9 LAPTM4A LRP1B MAML3 MCF2L2 MOB1B MRAP2 MYC NAP1L5 NASP NDUFA4 NFIA NFU1 NKX6-1 NUDT9 PCDHGA12 PPP4R3B PROX1 PSMA2 RBBP5 RFC2 RPRM RPS14 RREB1 RUNDC3B SFXN5 SLIT3 SMARCAD1 SMC2 SNRPC SP8 STAM STX17 SUSD5 TBC1D2 TOMM70 TTK TUT4 WDCP ZMPSTE24 ZNF252P-AS1 ZNF827 ZNHIT6 TCGA_GLIOBLASTOMA_COPY_NUMBER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCGA_GLIOBLASTOMA_COPY_NUMBER_DN ATAD1 CAB39L CDADC1 CDKN2A CDKN2B CDKN2C EBPL ENO1 EVI2B FAF1 FNDC3A H6PD KCNRG KPNA3 MIR15A MIR34A NF1 OMG PHF11 PRKN PTEN QKI RB1 RCBTB1 RCBTB2 RERE SETDB2 SLC45A1 SPRYD7 SPSB1 TRIM13 TCGA_GLIOBLASTOMA_COPY_NUMBER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCGA_GLIOBLASTOMA_COPY_NUMBER_UP ADSS2 AGAP2 AKAP3 AKT3 ANKIB1 AVIL B4GALNT1 C12orf4 CAPZA2 CATSPERE CCND2 CDK4 CDK6 CEP170 CHIC2 CPM CSTF3 CTDSP2 CYP27B1 DDX1 DYRK4 EGFR EIF3M ETNK2 FAM133B GATAD1 GEN1 GOLT1A HIPK3 HS1BP3 KISS1 KRIT1 LAPTM4A LDAH LRRN2 MARCHF9 MDM2 MDM4 MET METTL1 MIR26A2 MYCN NAGLU NDUFA9 OS9 PARP11 PDGFRA PEX1 PIK3C2B PIK3CA PLEKHA6 PPP1R15B PUM2 QSER1 RBM48 RDH14 REN RHOB RPL21P44 SAMD9 SAMD9L SDCCAG8 SLC35E3 SMC6 SOX13 SOX2 SPMIP3 TCP11L1 TSFM TSPAN31 VPS50 WDR35 WT1 WT1-AS ZBTB18 TCGA_GLIOBLASTOMA_MUTATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TCGA_GLIOBLASTOMA_MUTATED EGFR ERBB2 NF1 PIK3CA PIK3R1 PTEN RB1 TP53 TENEDINI_MEGAKARYOCYTE_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TENEDINI_MEGAKARYOCYTE_MARKERS BAD BAK1 BCL2 BCL2L2 CASP3 CASP9 CBFA2T2 CBFA2T3 CCL5 CCNB1 CCND3 CCNE1 CCNE2 CD9 CDK1 CDK2 CDKN1B CDKN2A CXCL1 CXCL8 CXCR4 FLI1 FOS GATA1 GP1BA GP6 GP9 IL11 IL11RA IL1B IL1R1 IL3RA IL6 IL6R ITGA2B ITGB3 JAK2 JARID2 JUND KIT MAFG MAPK14 MCL1 MECOM MPL MYB MYC NFE2 PDGFA PDGFB PDGFC PF4 PIK3C2B PPBP RASA1 RASGRP2 STAT1 STAT3 STAT5A TAL1 TGFB1 VEGFA TERAMOTO_OPN_TARGETS_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_1 ACTL6B BNIP3 DCLK3 ERBB3 FMR1NB GFOD2 HMGCR IDH1 INSIG1 LSS PLCD3 SC5D TFRC TMEM50B TERAMOTO_OPN_TARGETS_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_3 GPR137C NIP7 PAGR1 PEG10 RBM7 SEC22C TRAM2 TERAMOTO_OPN_TARGETS_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_4 ATIC CHEK1 COL3A1 DGCR6 FABP1 HINT3 IFT70B LDHA LRPAP1 PMEPA1 S100A4 SEMA6C SPPL2B SUGT1 TTC39B TERAMOTO_OPN_TARGETS_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_5 B3GALNT2 GIGYF2 GON4L ILDR2 SFT2D3 STAB1 WASHC3 TERAMOTO_OPN_TARGETS_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_6 ACACB ACTN4 ADAMTS7 APOD BLOC1S1 CCDC3 CCDC80 DAND5 ELMO2 GFUS KCTD20 MMP7 NDRG2 OLFML3 PDGFRB PIH1D1 PPP5C PSME1 RITA1 SERPINF1 SLIT1 SOAT1 SPARCL1 TMEM107 TSPAN9 ZDHHC2 TERAMOTO_OPN_TARGETS_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_7 CTH GPT2 METTL2A MTHFD2 NFATC1 NR1I3 PDE3B PHGDH PPP1R15A PSPH RAPGEF6 RRBP1 S100A6 SLC4A10 SPP1 TFAP2A UGDH WARS1 TERAMOTO_OPN_TARGETS_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAMOTO_OPN_TARGETS_CLUSTER_8 HOMER2 KIAA0753 MAPT NRCAM NRGN P2RX3 SERPINI1 SPP1 TERAO_AOX4_TARGETS_HG_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAO_AOX4_TARGETS_HG_DN CYP2F1 EGR1 ELOVL1 MAP2 STK25 WDFY1 TERAO_AOX4_TARGETS_HG_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAO_AOX4_TARGETS_HG_UP ACSL6 AP1S3 CEBPA CYP2B6 CYTH1 GNA12 GNS INTS4 KIAA0930 MAP1LC3A MFSD9 MIA2 NAA60 NSF PAM PEA15 PEX5 RAF1 RNF185 RNF4 SBF2 SGPL1 SNX27 TMEM127 TRAPPC10 TTC7A TXNDC5 UBE2V1 TERAO_AOX4_TARGETS_SKIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAO_AOX4_TARGETS_SKIN_DN ABCD2 ACSL6 C5orf22 CASP12 CFAP70 DDIT4L DMXL1 ESRRG FKBP15 H1-3 HYCC2 IGF1 KLHL13 MAU2 MRNIP RGS18 SAMD5 SNURF SPMIP4 TMEM267 UCHL1 ZNF354B ZNF845 TERAO_AOX4_TARGETS_SKIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TERAO_AOX4_TARGETS_SKIN_UP ATP7A BCLAF1 DNAJC5 EFNB1 ELOVL7 ERBIN ERC1 FGD1 FZD10 H2AC14 H2AC8 KCNH1 KRIT1 LPGAT1 LRRC46 METTL1 MRPL38 NSUN6 PA2G4 POLR3F RAD23B RPS18 RTN4 SEC63 SFN SMG6 TMC4 TOMM40 TRPC4AP VPS29 WDR45B TESAR_ALK_AND_JAK_TARGETS_MOUSE_ES_D4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_AND_JAK_TARGETS_MOUSE_ES_D4_DN CRIPTO LEFTY1 LEFTY2 NANOG NODAL POU5F1 TESAR_ALK_AND_JAK_TARGETS_MOUSE_ES_D4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_AND_JAK_TARGETS_MOUSE_ES_D4_UP DCX MSX1 PAX6 TUBB3 ZIC1 TESAR_ALK_TARGETS_EPISC_3D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_EPISC_3D_UP DCX GBX2 MSX1 NES SOX1 TUBB3 ZIC1 TESAR_ALK_TARGETS_EPISC_4D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_EPISC_4D_UP DCX MSX1 NES PAX6 TUBB3 ZIC1 TESAR_ALK_TARGETS_HUMAN_ES_4D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_HUMAN_ES_4D_DN CRIPTO LEFTY1 LEFTY2 MYC NANOG NODAL TESAR_ALK_TARGETS_HUMAN_ES_5D_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_HUMAN_ES_5D_DN CRIPTO LEFTY1 LEFTY2 MYC NANOG NODAL POU5F1 TESAR_ALK_TARGETS_HUMAN_ES_5D_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_ALK_TARGETS_HUMAN_ES_5D_UP GBX2 MSX1 PAX6 SOX1 ZIC1 TESAR_JAK_TARGETS_MOUSE_ES_D3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TESAR_JAK_TARGETS_MOUSE_ES_D3_DN DAZL ESRRB NR0B1 PECAM1 PIWIL2 STRA8 TBX3 ZFP42 THEILGAARD_NEUTROPHIL_AT_SKIN_WOUND_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THEILGAARD_NEUTROPHIL_AT_SKIN_WOUND_DN ABCG1 ACLY ACTN1 ACTN4 ACVR1B ADAM10 ADD3 ADGRE5 AKT1 ANXA11 APAF1 ARHGAP1 ARHGAP4 ARHGDIB ARHGEF1 ARID4A ARPC1B ARPC3 ATP6V0E2 ATRX BARX2 CALM1 CALM2 CAMK2G CAPZB CASP8 CBFA2T3 CBX1 CCZ1 CD46 CDIPT CDK13 CDKN2D CELF2 CITED2 COPS5 CORO1A COX5B CPNE3 CRADD CREBBP CSF3R CSTA CXCR1 CXCR2 CYTH1 DAPK2 DDX23 DHX9 DOCK2 EIF4G2 ENTPD1 FADD FEZ2 FKBP1A FLI1 FLII FLOT2 FOXO1 FOXO4 GALNT3 GAS7 GCA GDI2 GNAI2 GNAO1 GNAQ GNAS GNAT2 GNB2 GPR19 GRK2 GSK3B GTF2B GTF2E1 GTF2I GTF3C1 HCLS1 HDAC5 HHEX HMGB2 HNRNPUL1 HSBP1 HSF1 HTATIP2 ICAM3 IDS IGF2R INPP5D IQGAP1 ITGB2 ITPKB JAK1 KLC1 LASP1 LBR LILRA2 LILRB5 LRRFIP1 LSP1 LST1 LTB MAP2K4 MAP3K3 MAP3K5 MAPK3 MAPKAPK3 MARK2 MBD4 ME2 MEIS2 MTMR3 MYCBP MYO9B NCF4 NCOA1 NCOA4 NFE2 NPEPPS NUP153 NUP214 OAZ1 OGT PDE3B PEX1 PHC2 PHKA2 PHKB PIGB PITPNM1 PLCB2 PLCG2 PNN POLR2J PPFIA1 PPM1A PPP1CA PPP1CC PPP1R12A PPP1R12B PRCP PRDX3 PRKAR1A PRKCB PRMT2 RABIF RAF1 RALBP1 RALY RARA RASA1 RASGRP2 RBL2 RBM5 RBMS1P1 RCBTB2 RERE RGS14 RGS19 RGS2 RIPK1 RO60 ROCK1 RPS6KA1 RPS6KA5 S1PR4 SEC14L1 SELPLG SET SLC19A1 SLC23A2 SLC25A3 SLC31A2 SMARCA2 SMC1A SNAP23 SPAST SPTLC1 SRP9 SRPK2 SRSF1 SRSF4 ST8SIA4 STAT6 STK24 STK38 STX16 TADA3 TAF4 TAOK3 TBCC TBPL1 TCAP TGFA TGFB1 TIAL1 TKT TLR1 TLR6 TNPO3 TOB1 TOPBP1 TPST2 TRIM27 TSC22D3 TST TUBA1B TUBA3C TUBA4A TWF2 TYK2 UBA3 UBN1 ULK1 UPF1 UQCR11 USP1 USP15 VIM WAS XPC XRCC5 YY1 ZFP36L2 ZMPSTE24 ZNF185 ZNF217 THEILGAARD_NEUTROPHIL_AT_SKIN_WOUND_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THEILGAARD_NEUTROPHIL_AT_SKIN_WOUND_UP AHR AQP9 ATP1A1 ATP6V1C1 AZIN1 BCL2A1 CALU CASP9 CCL2 CCL3 CD44 CFLAR CHD1 CLCN7 CXCL2 CXCL3 CXCL8 DLGAP1 EEF1A1 EGR3 EIF4A1 EIF5 ETS2 GABARAPL2 GNL1 GPR18 GPR65 HCAR3 HIVEP1 HMGA1 HNRNPC IDI1 IER3 IL1B IL1R1 KAT5 KLF10 KLRG1 LAMB3 LCP2 LGMN M6PR MAP2K3 MTHFD2 NAMPT NCOR2 NFE2L2 NFKB1 OXSR1 PHF1 PI3 PLAU PLEK PPP2R2A PTPRE RAB1A RPS16 RPS27 SH2B2 SKIL SLC25A13 SLC25A6 SRP54 TAF6L TANK TFEC TGFBR1 TNF TPP1 TRAF3 TRIB1 UPP1 USP14 VDR VEGFA ZFP36 THEODOROU_MAMMARY_TUMORIGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THEODOROU_MAMMARY_TUMORIGENESIS AGAP1 ASTN2 ATP2B1 DPP10 EGR3 ERAS FGF10 FGF3 FGF4 FGF6 FGF8 FGFR2 FOXC2 GSE1 IGF2 JMJD1C KLF15 LAMB1 MAP3K8 NKD2 NOTCH4 PDGFRB PROS1 PTGIS RREB1 RSPO2 RSPO3 SFMBT2 TENM1 WNT1 WNT3 THILLAINADESAN_ZNF217_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THILLAINADESAN_ZNF217_TARGETS_DN ABCA12 CDKN2B EFNB2 FAM241A MAN1A1 MINDY1 TCEAL8 THYN1 VAV3 THILLAINADESAN_ZNF217_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THILLAINADESAN_ZNF217_TARGETS_UP BAIAP2L1 BRCA1 CABIN1 CALM1 CAMK2N1 CDC25C CDCA8 CENPU CNOT1 CNPY3 DAZAP1 DCXR EIF4E ETF1 FAM43A FGFRL1 GLT8D1 HAUS2 HAUS3 HDHD5 IRX2 KCTD15 LBR LMNB1 MCM8 MND1 NUP50 OTULINL PDXP PFKFB3 POP7 PRR11 RAC3 RAD51AP1 SF3A1 SHLD2 SKA3 SRP72 TCF3 XPO4 ZNF395 THUM_MIR21_TARGETS_HEART_DISEASE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THUM_MIR21_TARGETS_HEART_DISEASE_DN ACOT1 AQP4 ARHGAP26 CENPF CMSS1 EFEMP1 NOCT PFKFB1 SLC7A1 THUM_MIR21_TARGETS_HEART_DISEASE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THUM_MIR21_TARGETS_HEART_DISEASE_UP APOD ASPN BGN CCN5 COL1A1 COL1A2 COL5A2 CRLF1 ELN IGFBP7 LOX LTBP2 LUM NMRK2 POSTN RCAN1 SVEP1 TGFB3 THUM_SYSTOLIC_HEART_FAILURE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THUM_SYSTOLIC_HEART_FAILURE_DN ADAMTS15 AGPAT3 AHI1 AIG1 AK3P3 AKAP10 AKAP8L ANAPC16 AP3D1 ARHGEF10 ARHGEF7 ARMH4 ARSD ASPH B3GALNT2 BBIP1 BBX BCL11A BMPR1B C16orf46 C8orf88 CA14 CACNA1C CAPS2 CCDC28B CD300LG CD36 CDC42BPA CDC42EP2 CEP350 CEP43 CFDP1 CFLAR CHDH CLN8 COX15 CPEB4 CPNE4 CPNE5 CSNK1A1 CSNK2A1 CUL4A CYCS CYP4B1 DENND1B DHRS7C DLC1 DNAJC16 DOCK5 DPF3 EGLN1 ELL2 EPCAM EPN1 ESRRG ETNPPL FAM98A FCN3 FTX GABBR2 GGCX GKAP1 GNRH1 GPAT3 GRAMD4 H19 HCG18 HEY2 HOPX HSP90B1 HSPD1 HYCC2 INAVA INTS6 IP6K3 KANK1 KCNJ8 KCNQ2 KIAA1217 KLF12 KLHDC10 KLHL31 KMT5B KMT5C KY LAMTOR5-AS1 LATS2 LCN10 LDB3 LINC00472 LINC00667 LINC00881 LINC01341 LINC02984 LINC03104 LMLN LMO7 LOC102724701 LSAMP LSP1P5 MAML1 MAP4K4 MAPT MAST4 MBD4 MCCC2 METAP2 METTL21A MLEC MLLT10 MMP15 MON2 MPP3 MUC20-OT1 N4BP2L2 NACA4P NBEAL1 NCOR1 NDUFA5 NEK1 NIBAN1 NKTR NPIPB15 NSG1 PAAF1 PCBP2 PCDHGA10 PCDHGA8 PDE7A PDZD2 PER1 PER2 PER3 PITPNB PKD1L2 PKM PLEKHA2 PLEKHA5 POLR2J4 POLR3E PPFIBP1 PPM1A PPM1K PPP1R10 PPP1R2 PPP1R9A PPTC7 PRDM6-AS1 PRKRA PSD3 PTEN PTP4A3 PTPN2 RAB18 RAPGEF2 RBBP6 RBM5 RHOT1 RIF1 RNF115 RNPC3 RNU6-1016P RNU6-37P RORB RPAP2 RPL7 SBF2 SCAF11 SEC14L5 SEC22C SERHL SGPP2 SILC1 SKIC8 SLC25A36 SLC38A1 SLC8A1-AS1 SMAD4 SMCHD1 SMIM8 SNHG14 SNHG26 SORBS2 SOS1 SPAG9 SPTBN1 SQSTM1 STARD7 STK35 STOX2 STRBP SUSD4 SYNE1 TACC1 TALAM1 TANC1 TESC THSD4 TM2D1 TMEM116 TMEM165 TMEM59 TOB2 TRIM52 TTC3 TULP4 UBE3C UBN1 UQCRC2 USH2A USP54 VPS13D VTI1A WASL YWHAZ ZBTB20 ZBTB21 ZBTB48 ZC3H11A ZFAND4 ZNF131 ZNF148 ZNF189 ZNF207 ZNF493 ZNF579 ZSWIM7 THUM_SYSTOLIC_HEART_FAILURE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/THUM_SYSTOLIC_HEART_FAILURE_UP ABCD3 ACE2 ACTB ACTBP9 ACTG1 ACTR2 ADA2 ADAM17 ADAM9 ADM AGO4 AIF1 AKAP1 AKR1C1 ALDH4A1 ALOX5AP ANAPC5 ANG ANGPT2 ANGPTL1 ANKRD12 ANP32A ANXA4 APBB2 APOL4 ARF1 ARF6 ARFIP1 ARHGAP24 ARHGDIA ARHGDIB ARHGEF9 ARL8B ASB11 ASCC1 ASPN ATP1B4 ATP6AP2 B3GNT2 BCAT1 BCLAF1 BMAL1 BRCC3 BSG BTN3A2 C1QA C1QB C1QC C1S C1orf53 C3AR1 C6orf62 CALCRL CALU CAPRIN1 CASP1 CAT CAVIN2 CCDC144NL-AS1 CCL4 CCL8 CCNG2 CCNL2 CCT2 CD14 CD46 CD52 CD53 CD74 CDC42EP3 CDC5L CDH19 CDKL1 CDV3 CEP20 CFAP61 CFB CFI CLEC2B CLIC4 CLIC5 CMAHP CNKSR3 CNN3 CNOT8 COLQ CP CREBRF CRIPTO CRTAP CTHRC1 CTNNA1 CTSB CTSC CTSS CX3CR1 CXCL12 CXCL2 CXCR4 CYB5R3 DAZAP2 DEPP1 DHRS9 DIRAS3 DKK3 DNAJA4 DNAJB4 DNAJB6 DNM3OS DOCK2 DPP9 DPT EDN1 EIF1 EIF2S3 ENG ENO1 ENPP2 ENSA ENTPD1 EPHA3 EPHA4 EPHA7 ERAP1 ERCC8 ETV1 EVI2B EXOC5 EZR F13A1 FAS FBXO32 FBXW11 FCER1G FCGR2B FCGR3A FGF1 FH FLI1 FMOD FOLR2 FPR3 FRMD5 FUS GABRA4 GADD45A GADD45B GAS5 GASK1B GDI2 GFM2 GIMAP1 GIMAP2 GNLY GPR34 GPX8 GRIA3 GSN GTDC1 H3C6 HLA-DMA HLA-DPA1 HLA-DQB1 HLA-DRA HLA-DRB1 HNMT HP1BP3 HPGDS HRH1 HSD17B11 HSP90AB1 HSP90B1 HSPA4 HTATIP2 HTATSF1 HTR2B ID4 IGFBP3 IGHM IGKC IGLC2 IL2RB IL2RG IL33 INHBB INPP5A IRAG2 IRF8 ITGB1 ITGB2 ITGBL1 IWS1 JAK2 JAM3 JMJD4 KBTBD2 KIFAP3 KLHL20 KLHL41 KPNA4 LAIR1 LAMP1 LAP3 LAPTM5 LCP1 LEPR LILRB1 LINC00339 LINC01089 LINC01140 LMAN1 LMBR1 LOC105379499 LOXL1 LPAR6 LST1 LTBP2 LURAP1L LXN LY96 LYN LYRM7 LYZ M6PR MAN1A1 MAP3K7CL MAPK1IP1L MAPKAPK2 MAT2A MATR3 MAX MBNL2 MFAP4 MFGE8 MFN2 MIER3 MINDY2 MINDY3 MIR101-1 MIR29B2 MIR3685 MNDA MORF4L1 MPEG1 MR1 MRC1 MRPL44 MS4A4A MS4A6A MSR1 MTURN MYOM3 NAB1 NAMPT NAP1L1 NBR1 NCBP2 NEAT1 NECAB1 NFATC2 NFIA NHSL1 NONO NORAD NOTCH2 NOX4 NPPA NPPB NPY6R NR1D1 NRAP NT5E NTRK3 NUCKS1 OASL OMD P2RY13 PACSIN2 PAPOLA PAXBP1 PCNP PDCD1 PDGFC PDIA6 PDK1 PDLIM7 PGRMC1 PICALM PIK3CG PIK3IP1 PKP2 PLA2G4A PLAT PLEKHF2 PLK2 PLSCR4 PLXDC2 PPFIBP1 PPP1R16B PPP1R3B PPP1R3C PRDM1 PREPL PRMT2 PRNP PRPF4B PRPS1 PRRX1 PRUNE1 PSPC1 PTBP2 PTK2 PTPN11 PTPRC RAB5A RABEP1 RAC2 RALB RARA RARG RASL11B RBBP4 RBM48 RBMS3 RBMS3-AS3 RDX RFC5 RGS4 RHOA RICTOR RIOK3 RNASE1 RNF125 RNF14 RPL3 RRM1 S100A9 SC5D SCARA3 SCARB2 SCOC SDC2 SDC3 SEC61A1 SELENOM SELENOT SELP SEPTIN10 SERPINE2 SFR1 SFRP4 SGCB SHC1 SKAP2 SLC11A1 SLC16A1 SLC8A1 SLC9A9 SLN SNAP23 SNHG29 SOCS2 SP1 SPIRE1 SPPL2B SRGN SRPX2 SS18 SSBP4 ST3GAL3 ST3GAL6 ST6GAL1 STAT1 SYPL1 TAF9B TANK TATDN3 TBL1XR1 TGFBR2 TGM2 THBS1 TLR4 TLR7 TM4SF1 TMED2 TMEM182 TMEM230 TMEM35B TMEM43 TMEM45A TMEM50B TNFAIP8L2 TNFRSF11B TNFSF10 TPP1 TPR TRAC TRDN TSPAN12 TSPAN18 TYROBP UCHL1 UEVLD UTP23 UTRN VAMP3 VAMP8 VCAM1 VCAN VEGFA VGLL3 VIPAS39 VPS35 VSIG4 VSNL1 WDR1 XPO7 YTHDF3 YWHAE YWHAZ ZBED5 ZEB1 ZFAND5 ZFP36L2 ZNF217 ZNF438 ZNF571-AS1 ZNF608 ZNF672 ZNF727 TIAN_BHLHA15_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIAN_BHLHA15_TARGETS ACP2 AQP3 ARRDC3 C2orf88 CCPG1 DISP1 FIGN FNDC3A MAP2K5 MINDY1 MPC1 RAB26 RAB3D SERPINI1 SLC31A2 TIFA TIAN_TNF_SIGNALING_NOT_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIAN_TNF_SIGNALING_NOT_VIA_NFKB DUSP2 EGR1 EXT1 FOSB FZD2 GATA2 HSPA1A IER3 INSIG1 JUN JUNB KLF10 KLF6 MNT NR4A1 PDE8B PLA2G6 PPP1R15A PTGES RGS16 TIPARP TPTEP1 TIAN_TNF_SIGNALING_VIA_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIAN_TNF_SIGNALING_VIA_NFKB CCL20 CCN2 CD83 CXCL1 CXCL2 CXCL3 CXCL8 GCH1 GFPT2 IL6 IRF1 NFKB1 NFKB2 NFKBIA NFKBIE PLK2 PTGS2 REL RELB SDC4 TNFAIP2 TNFAIP3 TNFRSF9 TNIP1 TRAF1 ZFP36 TIEN_INTESTINE_PROBIOTICS_24HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_24HR_DN AARS1 ACBD3 ACTG1 ADNP2 AFTPH AGR2 AKR1B10 AKR1C1 ALDH3B1 ARF4 ARHGAP35 ARHGEF2 ARIH1 ARMCX3 ASNS ATF2 ATF3 ATL2 AUH BNIP3L BTG1 CALR CANX CBX4 CD55 CDC5L CDC6 CDK2AP2 CEBPB CEBPG CEP57 CLCN3 COG5 CREB1 CSNK1A1 CTAGE9 DDIT4 DNAJB9 DNAJC10 DTX2P1-UPK3BP1-PMS2P11 EEF1A1 EEF1G EEF2 EIF1 EIF4B EIF5A ELF3 EPHB4 ESRP1 FAF2 FAM120A FICD FNDC3A FTH1 FTH1P5 FTL GARS1 GATAD1 GCLM GCNT3 GDF15 GFPT1 GLRX GOLGA5 GOT1 GRB10 H1-0 HERPUD1 HKDC1 HOOK1 HSP90B1 HSPA13 HSPA5 HSPA8 HSPA9 HSPH1 HYOU1 IFRD1 INHBE JAG1 KAT6B KDELR1 KLF5 KLHL24 LAMB3 LAMP3 LARP6 LPIN2 LRRFIP1 MAN1A2 MANF MAP2K2 MARCHF5 MBNL2 MCTP2 MIA3 MLPH MSTO1 MTA1 MTDH MTFR1 MTHFD2 NAP1L1 NBR1 NCOR1 NDRG1 NFIL3 NQO1 NUCB2 NUDT4 P4HB PABPC1 PCK2 PDCD4 PDE8A PDIA3 PDIA4 PDIA6 PJA2 PLAAT4 PNRC1 PPIB PPP1R15A PRNP PRR15L PRSS3 PTPRF RAB2A RACK1 RANBP9 RARA RMND5B RNF19B RPL10 RPL12 RPL13 RPL13A RPL23 RPL23A RPL27A RPL3 RPL34 RPL37A RPL39 RPL4 RPL41 RPL5 RPL9P7 RPLP0 RPS11 RPS14 RPS18 RPS19 RPS2 RPS23 RPS24 RPS27 RPS3 RPS3A RPS6 RPS7 S100P SARS1 SAT1 SDF2L1 SEC63 SEL1L SEL1L3 SERP1 SGSM3 SH3GLB1 SLC1A4 SLC1A5 SLC35E1 SLC3A2 SLC43A1 SLC6A8 SLC7A1 SNHG32 SQSTM1 ST6GALNAC4 STX5 TANK TBC1D15 TCEA1 TES TFE3 TFG THOC2 TMCO3 TMED2 TMED5 TMED7 TMEM39A TPT1 TRAM1 TRIB3 TSPAN31 TTC17 TTC3 TXNRD1 UBC UBE2H UBXN4 UGT1A10 UNC5B VASP VEGFA WARS1 WDR45 WIPI1 ZMYM4 ZNF236 ZNF277 ZNF282 TIEN_INTESTINE_PROBIOTICS_24HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_24HR_UP AASDHPPT ABAT ABCD3 ACAA2 ACAT2 ACLY ACOT13 ACTN1 ACYP1 ADAR ADAT1 ADI1 ADM ADSL AFG2B AGMAT AGPAT5 AHSA1 ALAD ALDH7A1 AMD1 AMMECR1 ANP32E AP5M1 APOBEC3B APOC3 APOD AREL1 ARF3 ARHGAP8 ARHGDIB ARL4C ASAH1 ATOX1 ATP13A3 ATP1B1 ATP2C1 ATP5MC3 ATP5MF ATP5MG ATP5MJ ATP5PF ATP6V0E1 AURKA AURKAIP1 BABAM1 BCLAF1 BMI1 BRD8 BRD9 BUB1 BUB1B C11orf24 C12orf43 C1D C1QBP C5orf15 CACYBP CADM1 CALD1 CALM1 CAST CBFB CCDC86 CCNA2 CCNB1 CCND1 CDC123 CDC25A CDC42 CDC42EP3 CDK2AP1 CDKN3 CELF1 CENPA CENPF CENPI CENPN CENPS CEP76 CETN3 CHI3L1 CHMP5 CHTOP CIAPIN1 CKLF CKS2 CLUH CMTM6 CNPY2 COA3 COMMD8 COMMD9 COTL1 COX17 CPSF6 CREG1 CRIPT CRYBG2 CSRP2 CSTF3 CUL2 CXADR CYB5B CYB5R3 CYBC1 DAB2 DAG1 DBF4 DBI DCAF6 DCK DCTPP1 DCXR DDC DDX3X DDX46 DDX52 DEF8 DENR DERA DGCR2 DHCR24 DHCR7 DHX15 DHX29 DHX9 DICER1 DIMT1 DLGAP5 DNAJA1 DNAJC15 DNAJC9 DNMT1 DNMT3B DOCK9 DPP3 DROSHA DUT DYNLL1 DYNLT1 EBP ECHS1 EED EI24 EID1 EIF4A3 EIF4E EMG1 ENDOD1 ENOSF1 ENTPD4 ERCC3 ERG28 ERH ERI2 ERLIN1 ESPL1 ETF1 ETNK1 EXOSC2 EXOSC7 FABP1 FAIM FAM111A FAM32A FAM98A FARP1 FASTKD1 FASTKD3 FASTKD5 FBXO3 FBXO5 FBXO9 FCF1 FDPS FEN1 FKBP3 FKBP4 FOXM1 FRMD4B FUS G3BP1 GALNT1 GALNT6 GCH1 GEMIN4 GET1 GGA2 GGH GINS1 GINS2 GINS3 GLDC GLRX5 GLUL GM2A GMFB GMNN GNS GOLGA7 GTF2H5 GTF3C2 GTSE1 H2AZ2 H3-3B HACD2 HARS1 HCCS HEATR3 HEG1 HIBCH HIGD1A HJURP HMGCR HMGCS1 HMGCS2 HMGN3 HMMR HNRNPA0 HNRNPA3 HNRNPAB HNRNPH3 HNRNPM HPGD HPRT1 HSBP1 HSDL2 HSPA14 HSPE1 HTATIP2 HTATSF1 IARS2 ICMT ID2 IDI1 IFT25 IL32 IMPA2 INPP5A ISOC1 KIF11 KIF14 KIF20A KIF23 KLHL21 KLHL7 KRIT1 LAPTM4B LARP4 LARS2 LGALS2 LGR4 LINC01399 LMAN2L LMNB2 LPCAT1 LRPAP1 LRPPRC LRRC47 LSM3 LSM4 LSM5 LSM7 LSS LUC7L3 LYRM2 LYRM4 MAD2L1 MAP3K4 MAP4K4 MAPK1IP1L MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MED24 MED4 METAP2 MFSD1 MGRN1 MGST2 MGST3 MIOS MMD MORC2 MORC4 MPHOSPH6 MPZL1 MRPL20 MRPL22 MRPL46 MRPL9 MRPS18B MRPS2 MRPS22 MRPS28 MRS2 MSH6 MSMO1 MSX2 MTCH1 MTRR MYH10 MYL6 NAE1 NASP NCAPH NDC80 NDUFA13 NDUFA2 NDUFA5 NDUFA6 NDUFA8 NDUFA9 NDUFB1 NDUFB2 NDUFB3 NDUFB6 NDUFC1 NDUFV2 NEDD8 NEMP1 NFATC2IP NIP7 NLRP2 NME1 NOP56 NPTN NR2F2 NSF NTAN1 NUDC NUDT1 NUDT15 NUP107 NUP188 NUP85 NUP93 NUSAP1 NXT2 OAT OPA1 PACSIN2 PAFAH1B1 PAIP1 PALM2AKAP2 PANK3 PCBD1 PCMT1 PCNA PDCD5 PDF PDHB PDHX PEPD PEX3 PFKFB3 PGAM1 PGS1 PHACTR2 PHB1 PICALM PIGF PIK3R4 PIN4 PLCB1 PLEKHB2 PLK1 PLXNA1 PNN POLDIP2 POLE2 POLR2F POLR2L POLR3K POMK PON2 POP5 PPIF PPM1H PPP2R1B PRC1 PRDX2 PRSS23 PSMA6 PSMB7 PSMC1 PSMC6 PSMD1 PSMD2 PSME3 PTS PTTG1 PUDP PXMP2 QDPR RAB8A RACGAP1 RAD51AP1 RAN RAPGEF2 RARS1 RBM12 RBM14 RBM34 RBM8A RBX1 RCN2 RDH11 RECQL REEP5 RFC2 RFC3 RIC8A RIN2 RP2 RPA1 RPA3 RPL26L1 RRM1 RRM2 RRP15 RRP7A RTL8C SAC3D1 SAFB2 SAMD4A SAMM50 SAR1A SC5D SDHC SEH1L SFPQ SGK1 SGMS1 SHCBP1 SHLD2 SHTN1 SIVA1 SKIC8 SKP2 SLBP SLC1A1 SLC25A1 SLC25A13 SLC25A4 SLC25A44 SLC36A1 SLC5A6 SLC9A6 SLIRP SMARCA5 SMC4 SMIM10L1 SMYD2 SNHG14 SNN SNRNP25 SNRPD1 SNRPD3 SNRPE SNRPF SNRPG SNX3 SPAG5 SPAST SPC25 SPG7 SPON1 SRRT SRSF1 SRSF2 SRSF3 SRSF5 SRSF7 ST14 STARD7 SUB1 SUCLA2 SUMO1 SUPT16H SYNCRIP SYNGR2 TAF11 TAGLN TAGLN2 TARDBP TAX1BP3 TBL1X TBRG4 TBX3 TCAF1 TCEAL4 TCF4 TEAD4 TFAM TGOLN2 THYN1 TIGAR TIMM13 TIMM23 TIMM8B TIPIN TK1 TM4SF1 TM7SF3 TMA7 TMEM109 TMEM14A TMEM177 TMEM50A TMPO TNPO1 TNS3 TOMM6 TOP2B TOPBP1 TPCN1 TPM1 TRAPPC2L TRAPPC4 TRIAP1 TRIM14 TRIP13 TRMT61B TSN TTC1 TTF2 TUBB2A TUBG1 TWNK TYMS UBAC1 UBAP2L UBE2D1 UBE2L3 UBE2N UBE4A UBL5 UMPS UNC50 UNG UROD USP11 USP14 USP7 UTS2 VAMP3 VAMP8 VDAC3 VRK1 WASHC2C WBP11 WDR82 YWHAQ ZC3HAV1 ZFYVE16 ZWINT TIEN_INTESTINE_PROBIOTICS_2HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_2HR_DN AK6 ALDH5A1 ARHGAP8 ARMCX6 ATP2C1 BAZ1A BRD8 CADM1 CALD1 CEBPD CEP76 CHMP5 CIRBP CKAP4 CLCN4 CLU CRIM1 DAB2 DBN1 DIMT1 DKK3 E2F8 EAPP EED EFCAB2 ERCC3 ETNK1 FERMT2 FKBP11 FLRT3 FNDC3B FUBP3 GAB2 GABARAPL1 GEMIN2 GGH GINS3 GOLGA7 HAUS3 HIC2 HOXA1 HSPA13 INPP5F JMJD1C KLC1 KLHL7 LARS2 LRPPRC MAP4K4 MICAL2 MMD N4BP1 NCK1 NOC3L NOX1 OPA1 PDHX PHIP PICALM PLXNA1 PPFIA1 PPP4R1 PRCP PTGS2 QKI RAF1 RAPGEF2 RCHY1 RDH11 RECQL RESF1 SAMM50 SEC23A SOS1 STX3 TAF1A TCAF1 TCEAL4 TIAL1 TIGAR TMEM165 TNS3 UBE2D1 UBE3B UFM1 WWTR1 ZFYVE16 ZMYND8 ZNF512B TIEN_INTESTINE_PROBIOTICS_2HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_2HR_UP ANP32A B2M CA12 CYP1A1 EEF1A1 EIF5A EPHB4 FAM120A GAPDH HSPA8 KDELR1 KLF5 LRP5 LRRFIP1 MMP24OS NAP1L1 PGK1 PTK2 PTP4A2 RPL23 RPLP0 RPS11 RPS3A RPS6 SEL1L3 ST6GALNAC4 TPT1 UBC UGT1A10 UGT1A8 TIEN_INTESTINE_PROBIOTICS_6HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_6HR_DN ACAA2 ACOT13 ACTN1 ADM ADSL AIMP2 AK6 AKTIP AMOTL2 ANP32E ANXA6 APMAP APOD AREL1 ARHGAP8 ARMCX6 ATP2C1 ATP6V1D BAMBI BRD8 BTG1 CADM1 CALD1 CAP2 CASC3 CDC42EP3 CEBPD CELF1 CENPA CEP76 CETN3 CHMP5 CIRBP CKAP4 COTL1 CPPED1 CRIM1 CTR9 DBN1 DDX1 DERA DGKD DHX29 DIMT1 DNAJB9 DOCK9 EAPP EIF1B EMP2 ETF1 ETNK1 FERMT2 FHL2 FKBP11 FNDC3B FXR1 GAB2 GABARAPL1 GPR89B HAUS4 HEXB ID2 IL1R2 INPP5F INTS13 IQGAP2 KIDINS220 KIN KLHL7 LARS2 LCMT1 LRPPRC MAP3K4 MAPK6 MCM5 MELK MFSD1 MICAL2 MICALL1 MIR22HG MMD MOCS2 MPRIP MRPS14 MSX2 MTRR N4BP1 NDUFA6 NDUFA9 NELFE NTAN1 PACSIN2 PALM2AKAP2 PDZK1 PICALM PITX2 PLCB1 PLEKHA5 PLXNA1 POLDIP2 PPM1B PPP2R5A PSMC1 PSMD1 PSME4 PTS PUDP QKI RAB15 RAB9A RABEP2 RAD50 RAPGEF2 RBFOX2 RBM15 RBM34 RBMS1 RCHY1 RDH11 RECQL RIN2 RIPK4 RNF34 RNF5 RNF7 RWDD1 RYBP SAMM50 SEC14L1 SEC23B SELENOP SGK1 SGMS1 SHLD2 SLC19A2 SLC7A6 SMIM10L1 SMPDL3A SMYD2 SNW1 SNX6 SPAST SPATA2 SPON1 SRP19 SRRT SRSF5 STEAP1 STX3 SUCLA2 TAX1BP3 TCF4 TEAD4 TIGAR TJP1 TMPO TRIM37 TSC22D1 TSG101 TTC1 TUBB6 UBE2D1 UPP1 WWC2 WWTR1 YEATS4 YPEL5 ZGPAT ZNF395 ZNF512B TIEN_INTESTINE_PROBIOTICS_6HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIEN_INTESTINE_PROBIOTICS_6HR_UP ACTB ADCY3 ALDH3B1 B2M CDC5L CRCP EEF1A1 EEF1G EIF5A FAM120A FTL GAPDH H3-3A HMGB1 HMGB1P4 HSPA1A HSPA8 KLF5 MMP24OS MYC NAP1L1 PGK1 PPIA PRNP PTP4A2 RAB2A RPL13 RPL23 RPL23A RPL27A RPL37A RPL39 RPL4 RPL41 RPL5 RPL9P7 RPLP0 RPS11 RPS14 RPS17 RPS19 RPS2 RPS23 RPS24 RPS27 RPS3A RPS6 RPS7 SEL1L3 SORL1 TPT1 UBC UGT1A10 TIMOFEEVA_GROWTH_STRESS_VIA_STAT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TIMOFEEVA_GROWTH_STRESS_VIA_STAT1_DN CCND2 CDK10 CUX1 GDF1 GSTP1 HRAS HSF1 HSPB1 ISG15 KPNB1 MCL1 PRDX2 RAC1 SMARCD3 TMSB10 TNPO2 TING_SILENCED_BY_DICER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TING_SILENCED_BY_DICER APOBEC3G CCDC144BP CCN1 CPEB2 CXCR4 DEPP1 DHRS2 DKK4 GBP3 GNG2 HOXB2 KRTAP2-4 LHFPL6 LIPG NANOS1 PANK3 PELI2 RASGRP1 RGCC RTN1 SERPINA1 SERTAD4 SFRP4 SLC40A1 SLC4A4 SPARC TM4SF1 TRIM6 VIM ZNF550 TOMIDA_LUNG_CANCER_POOR_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMIDA_LUNG_CANCER_POOR_SURVIVAL CKAP4 DAD1 DLX4 DNER TYMS TOMIDA_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMIDA_METASTASIS_DN CDH1 CLK1 CTSL DARS1 DLX4 EIF1 ENO2 FOXC1 GARS1 GLRX KRT18 LGALS3 NR4A1 SARS1 SAT1 SYBU TRIP6 WARS1 TOMIDA_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMIDA_METASTASIS_UP ALG3 CKAP4 CPLX2 CXCL1 DAD1 DNER ECH1 GNAI2 GNAS HNRNPA3P1 HNRNPUL1 HSP90AB1 IER3 METAP2 MRPS22 PSMD2 PTTG1 SLC16A9 SNRPF TFAP2A TMSB4X TUBA3C TUBA3D TUBA4A TUBB UBA1 TOMLINS_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMLINS_METASTASIS_DN ABCC4 CTBP2 CTSZ FOLR3 GRIP1 IER2 KDELR3 LPAR6 MATN3 MESD MIA3 NECTIN2 PCM1 TM9SF2 TMEM131 TMEM50B TMEM87B TMEM98 TNFSF10 UBE2J1 TOMLINS_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMLINS_METASTASIS_UP CAMKV CDKAL1 DPYSL5 DVL3 EVC FAF1 GRK5 IER5L NAPB NEDD8 RAB6B RHBDF2 RIMS2 TUBA4A TOMLINS_PROSTATE_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMLINS_PROSTATE_CANCER_DN AKAP12 ATP2B4 BTG3 C7 CALM1 CAVIN1 CLU CNN1 CYLD DAAM2 DENND2B DST FHL1 GAS1 GATM GSN HMGN4 ITGB4 LAMA4 LGALS3 LPIN1 MEIS1 MEIS2 MYLK MYOF PCP4 PMP22 PPP1R12B RBPMS SCRN1 SEC23A SGCE SMTN SPART SVIL TACC1 TGFB1I1 TPM2 VCL ZNF516 TOMLINS_PROSTATE_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOMLINS_PROSTATE_CANCER_UP AMACR ATP6V1G1 BDH1 BICD1 CACNA1D CAMKK2 CANX CNPY2 CXADR DAPK1 DKC1 EEF2 EIF4A1 ERG F2R GUCY1A1 GUSB HSD17B4 KRT18 MANF MBOAT2 MCCC2 MYO6 NACA PAICS PARG PDLIM5 PPIB RAB11A RACK1 RPL31 SEC16A SLC25A6 SND1 SOX4 TRIM27 UAP1 UGDH ZNF217 ZNF652 TONG_INTERACT_WITH_PTTG1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONG_INTERACT_WITH_PTTG1 ABT1 ADAP2 AEBP2 AIFM3 APOBEC3F ARL6IP4 ARPC1B ATAT1 ATP5PO AURKA C19orf53 C7orf50 CCDC149 CDC42SE1 CNP CTNND1 DDX47 DDX54 EIF2S2 ERI1 FGF13 GABARAPL1 GSTM3 HMGN2 IER3 KIAA1191 LLPH MTG1 NHP2 NOB1 PDE6H PHF11 PIMREG PLK3 PPFIBP2 PTRH1 PUS7L PYM1 RNPC3 RPF2 RPL26L1 RPL30 RPL31 RPL41 RPS10 RPS15 RPS26 RSL24D1 TBPL1 TEAD4 TMEM237 TRIM41 TYMSOS UTP4 WDR5 ZMAT4 ZNF740 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_ERYTHROCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_ERYTHROCYTE_DN AHSP ARHGAP22 ASAP2 CLC COL18A1 GP1BB HBA1 HBE1 ITM2A LDLRAD4 LRRC61 LTBP1 LTC4S MYL4 MYLK PDLIM1 PF4 SLC27A2 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_ERYTHROCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_ERYTHROCYTE_UP ACSL1 ACVR1B ADAMTSL4 ADCY9 ALDH1A2 AMIGO2 ANXA2 ANXA2P3 AP1S1 APP ARAP3 ARL4A ARMCX2 ATXN1 BAALC BCL2A1 BTG1 C3AR1 CCL7 CD163 CD180 CD1D CD200 CD79B CH25H CLEC5A COL1A2 CPD CPM CREM CRHBP CTSL CXCL5 CYP1A1 DDR1 DENND5A DHRS9 DKK2 DNAJB2 DNASE2 DUSP6 ECM1 EEF1A2 ELANE EMP1 ENPP2 ERG ETNK1 EXT1 FABP3 FCAR FCGR1A FNDC3B FUT4 GBP2 GDF15 GIPC1 GPNMB GPR20 H2AC18 HADHAP1 HERC5 HOMER3 HOXA9 HSPB1 ID1 IFI16 IFI44 IFI6 IL17RB IL1RAP IL1RN IRAK3 JAG2 JAM3 JUN KLF2 KLF6 LAIR1 LAMC1 LILRA1 LILRA2 LILRB1 LPL LRP3 MAF MAGED2 MALL MAN1A1 MAPK3 MEAK7 MYOF NAP1L1 NDRG1 NETO2 NQO1 NRCAM NRIP1 NTS NUPR1 OLR1 P2RX4 PALM PAPSS2 PDGFA PIK3C2B PLAT PLK2 PLPPR3 PLTP PNRC1 PPARD PTP4A3 PXDN QPRT RASGRP1 RBPMS RHOQ RRAGD RUBCNL SCG5 SELENOP SERPINA1 SIRPAP1 SLAMF8 SLC15A3 SLC1A3 SLC2A5 SLC5A3 SLC7A11 SLCO4A1 SOCS3 SOX4 SPATS2L SPTAN1 SSBP2 STAT1 STIMATE TASL TCF7L2 TFPI2 TIAM1 TLR2 TLR7 TM4SF1 TMEM176A TMEM176B TNFRSF21 TNNT1 TPK1 TREM1 TRIB3 TUBB6 UCHL1 UPP1 VAT1 VCAN VSIG4 ZNF217 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_GRANULOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_GRANULOCYTE_DN ADAM8 ALOX5 ALOX5AP CAMK1 CPA3 CYP1B1 ENTPD1 FCER1A GDPD5 HBA1 HDC IL10RA KRT86 MS4A2 NCF1 PDE4C PILRA PMP22 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_GRANULOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_GRANULOCYTE_UP ALDH1A1 ALDH5A1 ANGPT1 ARID5B BCAT1 CD200 CDK17 CDK6 CRHBP CYP1A1 DDX39B DNAAF2 F2R F2RL1 FHL1 FSCN1 GK GNAI1 GUCY1A1 HSPB1 HSPE1 ID1 IFI16 IL17RB ISYNA1 JAM3 JUP KANK2 KLHL26 LY6E MACF1 MARCHF6 MECOM MEF2C MEIS1 MPL MTSS1 MYRF NEFH NPR3 NUDT11 ROBO1 RXYLT1 SNN SOCS2 SOX4 TAF9B TAL1 TERT TFAM TIE1 TM4SF1 TMEM176A TMEM176B TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_HSC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_HSC_DN ABCC4 ACSL1 ACTN1 ADCY7 ADGRE2 ALOX5AP ANK1 ANPEP APOBR AQP3 ARHGEF10 ASRGL1 BCOR BIN2 BIRC3 C11orf21 C15orf39 CAMK1 CAPG CBFA2T3 CCL2 CCNA1 CCND1 CCND3 CCR7 CD244 CD33 CD36 CD48 CD52 CD55 CD82 CEBPA CEBPE CFLAR CHST12 CIAO1 CKAP4 CLC CRCP CSF1 CSF2RB CST7 CSTA CTSG CXCR4 CYBB CYP1B1 CYP51A1 DMTN DOK2 DUSP10 DYRK2 E2F8 EGR3 EHD3 ELOVL6 EXOSC4 FADS1 FADS2 FAM30A FCER1A FCGR2A FHL2 FLOT2 FPR2 FUT7 GALNT6 GATA1 GATA2 GFI1B GMPR GPR183 GPR35 GSE1 GSR HBA1 HBB HBBP1 HBD HBG1 HDC ID2 IGFBP2 IGFBP4 IGFBP5 IL10RA IL17RA IL1RN IL6R IL7 IL7R IL9R IRF8 ITGA2B ITGA6 ITGAL JUND KBTBD11 KCNH2 KCNK5 KLF1 LAPTM5 LAT LAT2 LCP2 LDLRAD4 LDLRAP1 LGALS1 LST1 LTB MAGEF1 MBP MGAT1 MICAL2 MMP2 MS4A3 MYCN MYL4 NCF4 NEFH NFE2 NKG7 NOD2 OGG1 P2RX5 PDLIM1 PDXK PIK3CB PLAC8 PLCH1 PLP2 PLPP1 PLXNC1 PMP22 PRG2 PRKCD PTPN12 PTPN22 RAMP1 RARA RASSF2 RBM38 RGS14 RHOH RMND5B RNF125 RPS4XP9 RPS6KA1 RUNX3 S100A4 S100A9 S100B SASH3 SELPLG SETX SH3BGRL3 SLA SLC16A3 SLC16A7 SLC1A4 SLC27A2 SLC43A3 SLC48A1 SLC7A5 SLCO3A1 SLCO4C1 SMOX SOCS1 SPI1 STAB1 STK10 TEAD3 TESC TFR2 TGFBI TIMP3 TMEM156 TNFSF13 TPCN1 TPM1 TRAF4 TRBC2 TRGC1 TSC22D1 TUBA4A TUBB4BP7 TYROBP XK XYLT1 ZBTB16 ZFP36L2 ZNF787 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_HSC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_HSC_UP ABI2 ACTA2 ADD3 AGTR1 AHR ALDH1A1 ALDH1A2 AMIGO2 ANK3 ANXA2 APOE ARG2 ARHGEF12 ARID5B ARMCX2 BAMBI BBIP1 BNIP3L C8orf17 CA2 CALCRL CCNG2 CD200 CD226 CD69 CDC42EP3 CEACAM1 CEP162 CH25H CLEC2B COCH COL3A1 CREM CRHBP CXCL8 CYP1A1 DAB2 DDAH2 DDR1 DEPTOR DGKE DNAJB5 DRAM1 DUSP6 E2F5 ECM1 EMP1 ENC1 EPS8 ERG EVI2A F2RL1 FAR2 FBXW11 FNBP1L FSTL1 FXR1 FZD7 GBP2 GDF15 GDF3 GLMN GPR32 GSN GSTM4 GUCY1A1 H1-0 HBP1 HLF HMOX1 HOMER3 HOXA5 HOXB6 HPGDS HSPB1 ID1 IFI16 IL13RA1 IL17RB IL1RL1 IRF7 IRF9 JUP KIF3C KLF6 KLHL24 LILRA2 LPAR6 MAGED2 MALL MARK4 MEG3 MFAP2 MIR22HG MXI1 NAP1L1 NCAN NEDD9 NFKB2 NID1 NLRP1 NPTX1 NQO1 NRCAM NTRK3 NTS ODF2 OPTN P2RX4 PALLD PDCD4 PDE4B PDLIM5 PLAT PLCG1 PNRC1 PPFIBP1 PRKAR1A PROCR PRSS23 PSG9 QPRT RAB33A RB1 RBPMS RGS1 RGS13 RGS2 RHOC RIGI RIPOR2 RNF17 RPL35A RPS6KA5 RRAS RSRP1 RUNX1 S1PR1 SAMSN1 SENP7 SEPTIN10 SERPINB2 SERPINB9 SERTAD3 SLC2A3 SLC35D2 SLC35G2 SLC39A9 SLC7A11 SMARCA1 SOCS2 SORT1 SOX4 SPARC SPTBN1 STX6 TAAR2 TCF7L2 TCN1 TCP10L TFPI TGFB1I1 TGFBR2 THSD7A TM4SF1 TMEM176B TNFSF4 TOM1L1 TOX TRIB2 TRIM5 TUBA1A TUSC3 TWF1 TXNIP UBL3 UCHL1 VCAN WFDC1 WSB1 ZBTB20 ZDHHC17 ZFYVE16 ZNF217 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_MONOCYTE_DN ADAM8 ADAMDEC1 AP3S2 ARL4C BTG2 CASP8 CCR6 CD1A CD1B CD1C CD1E CD46 CLC CPA3 CYP1B1 ENTPD1 FGL2 GGA2 GM2A GNB5 GPR171 HBA1 HBB HBG1 HDC HIP1 HLA-DQB1 HNRNPH1 ICAM3 IRF4 ITGB7 IVNS1ABP KAT2B LDLRAD4 LTB MAP3K2 MDM4 NR4A2 P2RY14 PACC1 PDE4A PLXNC1 PTGER3 PTPN22 RGS2 RNF24 ROCK2 S100B SDC2 SLC38A1 SMARCA2 SRPRA ST8SIA4 STK17B UGCG UTRN TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_MONOCYTE_UP ADAP2 AK2 AKR1C3 ALDH1A2 AMPD2 ANKRD40 APLP2 APOE AQP1 ARAP3 ARG2 ARHGEF12 ARL4A ATP1B3 ATP5ME BCL2A1 BZW2 C1QBP CALU CAVIN1 CBS CCL8 CCND2 CD180 CDC123 CENPX CH25H CKB COL1A2 CRHBP CSF1 CTDSPL CTPS1 CXCL10 CYP1A1 DAG1 DDR1 DDX18 DDX24 DEXI DHRS9 DKC1 DLAT DNAAF2 DUSP14 DUSP6 EBNA1BP2 ECHS1 ECI2 EHD2 EIF3B EIF4EBP1 EPRS1 EPS8 ESF1 EXT1 FABP3 FAM136A FAM216A FARP1 FASTKD1 FERMT2 FGFR1 FJX1 FLNB G0S2 GATAD2A GBP1 GCSH GDF15 GFOD1 GLRX3 GOSR2 GPR20 GPS2 GSPT1 GTPBP4 HERC5 HGF HOMER1 HOMER3 HPGDS HSPA5 HSPB1 HSPD1 HSPE1 ICAM2 IFI44 IFI44L IFIT1 IFRD2 INHBA ISG15 JAM3 KANK2 KCNN4 KHSRP L1CAM LAPTM4B LGALS9 LIMS1 LPL LY6E MDH2 MMP1 MMP10 MREG MRPL17 MRPS35 MT1H MT1X MT2A MTX1 MX1 MYBBP1A MYOF MYRF NAP1L1 NCLN NDUFAB1 NEFH NES NHP2 NME1 NOLC1 NOP14 NOP56 NPM1 NR2F6 OAS1 OLR1 PA2G4 PDGFA PES1 PFKM PFKP PLIN2 PLPP3 PLS3 PLTP POLE2 PPFIBP1 PPME1 PPP1R14B PSMB5 PSMD12 PTDSS2 PUS1 PWP1 PXDN QPRT RAB13 RAD54L2 RGCC RHOBTB1 RMND5A RRP9 SASH1 SEH1L SELENOP SFXN1 SIVA1 SLC16A1 SLC20A1 SLC39A7 SLC5A3 SLC9A1 SLCO4A1 SLIRP SMARCA4 SNRPA1 SORD SOX4 SPATS2L SPTAN1 ST6GAL1 TBXA2R TCF7L2 TCP1 TEX2 TFPI TFPI2 TM4SF1 TMEM158 TNNT1 TNPO1 TNPO2 TP53I3 TREM1 TRIB3 TRIP13 TRIP6 TRMU TUBB2A TUBB6 UBA5 UBE2J1 UCHL1 UNG USP18 UXS1 WDR43 ZFTA TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINDED_IN_ERYTHROCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINDED_IN_ERYTHROCYTE_UP ACSL1 ALDH1A2 AMIGO2 ANXA2 ARMCX2 CD200 CH25H CREM CRHBP CYP1A1 DDR1 DUSP6 ECM1 EMP1 ERG GBP2 GDF15 HOMER3 HSPB1 ID1 IFI16 IL17RB IL1RN KLF6 LILRA2 MAGED2 MALL NAP1L1 NQO1 NRCAM NTS P2RX4 PLAT PNRC1 QPRT RBPMS SLC7A11 SOX4 TCF7L2 TM4SF1 TMEM176B UCHL1 VCAN ZNF217 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_GRANULOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_GRANULOCYTE_DN ALOX5AP CAMK1 CYP1B1 FCER1A HDC IL10RA PMP22 TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_GRANULOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_GRANULOCYTE_UP ALDH1A1 ARID5B CD200 CRHBP CYP1A1 F2RL1 GUCY1A1 HSPB1 ID1 IFI16 IL17RB JUP SOX4 TM4SF1 TMEM176B TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_MONOCYTE_DN CLC CYP1B1 HBA1 HBB HBG1 HDC LTB PLXNC1 RGS2 S100B TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TONKS_TARGETS_OF_RUNX1_RUNX1T1_FUSION_SUSTAINED_IN_MONOCYTE_UP ALDH1A2 ARG2 ARHGEF12 CH25H CRHBP CSF1 CYP1A1 DUSP6 EPS8 GDF15 HOMER3 HPGDS HSPB1 NAP1L1 NEFH PPFIBP1 QPRT SOX4 TFPI TM4SF1 UCHL1 TOOKER_GEMCITABINE_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOOKER_GEMCITABINE_RESISTANCE_DN ACSL3 ACYP1 ADD3 AGPS AHSA1 AKAP12 ANXA3 APBB2 APLP2 ARHGAP29 ASNS ATP6V1C1 AVEN AZIN1 CACYBP CAPRIN1 CAVIN1 CD47 CD55 CEBPB CEBPG CEPT1 CLIC4 CLU COX17 CST6 CTSB CYB5A CYB5B CYP24A1 DHPS DPYSL2 EHBP1 EIF4EBP1 ERP29 EZR FGFR3 FHL1 FKBP3 FKBP4 GCN1 GLRX2 GNB1 GNL3 GNPAT GPRC5A H1-0 HPCAL1 HSP90B1 HSPB1 IDH3A IGFBP6 IPO5 LAMP2 LASP1 LGALS1 LPCAT1 LPCAT4 LPGAT1 MALT1 MARS1 MBD4 MCUR1 MED17 MKNK2 MLEC MLPH MSX1 MTHFD1 OSBPL1A P4HA2 PAPOLA PAPSS2 PDGFC PDIA6 PIK3CB PLIN3 PLOD2 PPID PSAT1 PTP4A2 QKI RGS2 RHOB RIC8A SCD SERPINH1 SH3BP4 SH3GLB1 SHMT2 SLC20A1 SLC35A1 SLC39A14 SLC3A2 SLC7A11 SLC7A5 SMAD6 SMS SMURF2 SNX3 SOX9 SPCS1 SPR SRP72 SSR1 STK17A STK39 TAF1A TFRC TIAM1 TNFRSF6B TOP1 TRIB3 TRIOBP UBE2S UGCG VCAN VEZF1 WWTR1 XPOT XRCC4 YARS1 ZNF217 TOOKER_GEMCITABINE_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOOKER_GEMCITABINE_RESISTANCE_UP AATF ABCC2 ABHD14A ACSL5 ACVR1B ADIRF AIMP2 ANXA1 ARFIP2 ARID5B ASS1 ATP5PO ATXN7L3B BAMBI BDH2 BLTP2 BLVRB BMP4 CAVIN3 CCNB1IP1 CD81 CIAPIN1 CIRBP COX8A CPOX DHRS7 DSC3 EIF3F ELOVL1 ERVMER34-1 FGF9 FTH1 GRHPR HBE1 HBG1 HSPA4 IFI6 IFT52 ILK IRF9 ISG15 ITPA LGALS3 MEF2C MRPL17 NAP1L4 NUP98 ODC1 PALLD PDE4B PEG10 PFDN5 PON2 PTDSS1 RNH1 RPL15 RPL28 RRM1 RRP8 RXYLT1 SAT1 SLC25A3 SLC25A6 SNRPB SP110 TCF7L2 TIMM10B TMED3 TOMM34 TPI1 TPP1 TRIM21 TRIM22 TRIM34 TRIM68 TSSC4 WDR74 XRCC5 ZFAND3 ZNF292 TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_DN ACAP1 ACOT7 ADAMTS20 ADGRA3 ADGRG3 ADGRL2 AGPAT2 ALOX12 ANGPT1 AQP11 ARHGAP15 ARHGAP30 ARHGDIG ARPC1B ARRDC4 ATP8B4 ATXN1 ATXN10 BAMBI BBS12 BCKDHB BCL2L15 BCR BEX2 BEX4 BRCA2 BRPF3 CAPG CAVIN2 CBL CCDC122 CCDC69 CCDC91 CCL15 CCND1 CCNYL1 CD27 CD34 CD81 CDC14A CDC42EP3 CDIP1 CELF2 CENPW CEP68 CHM CIMAP1B CLEC1B CMA1 CMTM7 CNN2 CNN3 CNTLN CPNE3 CPQ CRLF3 CRYL1 CTBP2 CTDSPL CTPS2 CTSC CYFIP2 DACH2 DCUN1D4 DENND11 DNAJC4 DNMT3A DNMT3B DOCK10 DOCK2 DOCK9 DUSP2 EGFL7 EIF4E3 ELL2 EMB ENC1 ENDOG EPB41L2 F13A1 F5 FCHSD2 FGFBP3 FKBP11 FKBP1A FKBP5 FUCA2 FYN GALNT7 GCNT2 GGH GGTA1 GIMAP6 GJB2 GK5 GLUD1 GMFG GNG12 GP1BB GPR171 GRB10 GSTM1 GSTT2 GTF2IRD1 H1-0 HESX1 HK2 HLA-DMA HLF HMGA2 HOMER2 HOOK1 HOXA9 HPCAL1 IFI16 IFNGR1 IFT81 IFTAP IGF2BP3 IGFBP4 IL31RA IQGAP2 ITGAL ITGB3 ITM2A ITPR1 ITPRID2 JCAD KCNAB2 KCTD1 KCTD12 KCTD14 KHDRBS3 KIFAP3 KLHL22 KLHL5 KRT10 KYAT3 L3MBTL3 LATS2 LCLAT1 LCP1 LGALS1 LHFPL2 LIMD2 LIPA LMO4 LRCH1 LRMDA LRRC56 LRRC8D LST1 LTBP1 LYPLAL1 MACROH2A1 MAGI3 MAN2A2 MAOA MAP4K4 MARCKSL1 MEF2C MEI4 MEIS1 MFSD13A MFSD6 MIF MMD MOB3A MPZL1 MYC MYCN MYCT1 N4BP2L1 NAB1 NCF2 NCK2 NCKAP1L NDST1 NEDD4L NISCH NKG7 NLRC5 NQO2 NR3C1 NUBPL NUDT12 OAF OOSP2 OXCT1 PAK1 PAM PANX1 PARD6G PBX1 PDE3B PDE4B PDE5A PDGFD PDIA5 PDLIM1 PDXK PDXP PER2 PHGDH PHPT1 PITPNM2 PLAC8 PLCB4 PLP2 PLPP2 PLXNA2 PLXNC1 PNPO POLD3 POLR3G PPBP PPP1R9A PRKD3 PRSS50 PRTN3 PSMB8 PSMB9 PTGR1 PTPN14 PTPN18 PTPN3 PTPRC PTPRCAP PTPRS PXYLP1 RALB RALGPS2 RAPGEF2 RASSF5 RCN1 RCSD1 REPIN1 RERE RGCC RGS18 RGS19 RHOBTB3 RMDN2 RNF144A RPS6KA6 RSAD1 RUNX3 SAPCD2 SATB1 SCMH1 SCML2 SDC1 SELL SELPLG SEPTIN11 SEPTIN4 SEPTIN6 SETMAR SGPL1 SH3TC2 SHMT1 SIGLEC5 SKIL SLAIN1 SLC25A13 SLC25A4 SLC38A1 SLC39A8 SLC4A7 SLC6A13 SLC7A6 SMCO4 SMIM13 SMIM36 SMO SMYD3 SOCS5 SOX4 SPRED1 SQOR STAP1 SUSD2 SVIL SYDE2 SYK TASL TDRKH TGFBR3 TGIF2 TGM2 THUMPD3-AS1 TJP2 TM6SF1 TMEM237 TMSB10 TNFRSF13B TNS3 TOP1MT TPD52 TPK1 TRAF3 TRIB2 TRIM14 TSPAN3 TSPAN6 TSPY26P TTC8 TUFT1 TYROBP UBE2D1 UBE2E2 VIM WIPF1 WWC2 ZC2HC1A ZFP2 ZFTA ZNF22 ZNF250 ZNF429 ZNF496 ZNF518B ZNF616 ZNF700 ZNF704 ZNF781 ZSCAN18 TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_TOP20_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_TOP20_DN ARHGAP15 CD81 CDC42EP3 CNN3 DOCK10 GALNT7 GRB10 HOXA9 LGALS1 PHGDH PPBP PRKD3 PTGR1 PTPRS SLC6A13 SMO SOX4 TGM2 TMSB10 TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_TOP20_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_TOP20_UP ALOX5 APOE CA8 CDA CPNE5 CPNE7 EPS8 FAM174B FMO1 GDA HMGCS2 MEST NDRG2 NRIP3 NUDT11 PHLDA2 SERPINB2 SLAMF1 SLC6A20 ZNF185 TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TORCHIA_TARGETS_OF_EWSR1_FLI1_FUSION_UP ACADSB ACAT1 ACVR1B ADCY9 AKT3 ALDH5A1 ALOX5 ANKRD27 ANKRD9 APOA1 APOBEC1 APOE ARAP2 AREL1 ARHGEF2 ARL2BP ARL4D ARSA ASB1 ATP2A3 ATXN7L1 BAZ2B BBC3 BBX BCAS3 BEX4 BMT2 BOLL C11orf65 C16orf54 C1QTNF4 C3orf80 CA13 CA8 CACNA1C CAMK1D CAP2 CASTOR1 CCDC186 CD59 CD5L CDA CDC42EP5 CDKN2B CDKN2C CISH CLCA3P CMAHP CMAS COL5A1 CPLX2 CPNE5 CPNE7 CPT1C CREM CTTN CYTIP DCLK2 DCXR DDIT4 DEF6 DENND2C DERL1 DIAPH1 DIP2C DNAJA4 DOCK11 DUSP10 EEIG1 EEIG2 ELDR EMP3 ENPP5 EPS8 ERO1B F2R FAAH FAM174B FDFT1 FERMT3 FGD6 FMO1 FNBP1L FOLR1 FRMD4A FRY FUOM GDA GDF3 GNA14 GNA15 GNAQ GNB4 GOLPH3 GP5 GPCPD1 GPR150 GPX2 GRAMD2B GRB2 GRK5 GRK6 GRN GRTP1 GSDMA GSPT2 HEY2 HHEX HMGCS2 HOMER1 HOMER3 HSD3B7 IBSP ICAM2 ID2 IFFO1 IL18R1 IL1RL1 ITGB7 KDM5B KDM7A KIAA0040 KLF6 KLHL6 KLRG1 LDHC LPAR6 LTC4S LYRM9 LYST MACROD2 MAPT MARS2 MAVS MEAK7 MEST MGAT5 MOB1B MOB3C MPPED2 MR1 MST1 MTCL2 MTMR12 MVD MXD4 NAGLU NBEA NCOA3 NDRG2 NEAT1 NFE2 NFIC NIBAN2 NMNAT2 NOL4L NRIP3 NT5C3A NUDT11 NXF3 OPTN ORAI2 OTUB2 P2RX1 PAFAH2 PBX3 PC PCBP3 PCDH7 PCYT1B PDLIM5 PECAM1 PGAP4 PGAP6 PGM2L1 PHF21A PHLDA2 PITPNM1 PKP3 PLEK2 PLSCR4 PLXDC1 PON3 POPDC2 PPM1E PPP1R13B PRKCE PRKCH PRKCQ PRXL2A PTGER3 PTPRJ PVT1 PXMP4 PYGL RAB11A RAB27B RBL2 RCBTB2 RFK RGL1 RNF227 RSPRY1 RSU1 RUNX1 RUSC1 S100A13 SAMD13 SCHIP1 SERGEF SERPINB2 SERPINB6 SERPINB9 SGK3 SHANK3 SLAMF1 SLC25A11 SLC35D2 SLC43A1 SLC45A3 SLC48A1 SLC6A20 SMIM3 SOWAHA SP100 SPHK1 SRXN1 ST6GALNAC3 ST8SIA4 STIM2 STX7 TAF9B TBCEL TECPR2 TENT5A TG TGFA TJP1 TLE3 TMCC3 TMED8 TMEM184A TMEM26 TMEM62 TMEM64 TMEM9B TMPRSS6 TNFRSF18 TNNI3 TOM1L1 TRIM10 TRIM26 TRIM47 TSC22D2 TSC22D3 TSPAN32 TSPOAP1 TTC23 TTC39B UGT8 UNC5CL VCAM1 VOPP1 VSIG10 WDR7 XKR6 YPEL2 YPEL5 ZDHHC9 ZFYVE16 ZMAT3 ZMIZ1 ZNF185 ZNF324B TOYOTA_TARGETS_OF_MIR34B_AND_MIR34C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TOYOTA_TARGETS_OF_MIR34B_AND_MIR34C ABCF1 ABHD2 ADCK2 ADISSP AFG3L2 AGAP4 ALMS1 ANAPC7 ANKLE2 ANP32B AP5B1 APH1A API5 ARAF ARHGAP11A ARHGAP19 ARHGAP32 ARHGDIA ARHGEF26 ARID1A ARL13B ARL17A ASF1B ATAD5 ATP2A2 ATPSCKMT AURKA AURKB B4GALT3 BARD1 BCAP29 BCCIP BCO2 BDNF BFAR BGLAP BMP6 BMPR1A BORA BPNT2 BRD10 BRI3BP BRIP1 BUB1B C18orf54 C1orf21 C2CD2 C4orf46 C6orf89 CALML4 CANT1 CASKIN2 CC2D1A CCDC9 CCDC93 CCNA2 CCNB1 CCNE2 CCNF CCT6P1 CDC25A CDCA2 CDCA7 CDK4 CDON CENPA CENPE CENPF CENPJ CENPO CEP152 CEP72 CEP85 CHST12 CKAP2L CLSPN CMTM1 CNPY3 COLGALT1 COPS7B COQ2 CPSF6 CRTC3 CSPP1 CWC25 DBF4B DCAF1 DCLRE1C DCTN5 DDX21 DDX39B DENND5B DENR DESI2 DHFR DHX9 DIAPH1 DIDO1 DIPK2A DLST DMBX1 DNA2 DNM1L DPY19L1P1 DTL EIF2S2 EIF5A EMC3-AS1 ENAH ERLIN1 ERP29 ESPN ESR1 FAM171A1 FAM192BP FAM215B FAM234B FAM72D FAM81A FANCD2 FAR1 FAR2 FASTKD2 FEN1 FGFBP3 FGFRL1 FIGNL1 FIP1L1 FLOT1 FOXM1 FOXRED1 FUS FUT10 FUT8-AS1 GALNT11 GEN1 GINS3 GNPDA1 GOLM1 GPR157 GPR19 GPSM2 GRK3 GTF2I GTSE1 GUSBP11 H4C4 HASPIN HAUS4 HAUS6 HCN3 HDAC6 HDAC8 HECTD2 HELLS HMGN4 HNRNPA3 HNRNPA3P1 HNRNPAB HNRNPD HNRNPUL1 HOOK1 HPCA HSPD1 HYLS1 IDH3B ILF3 IQCC ITFG2 JADE1 JADE2 KAT7 KIF11 KIF14 KIF15 KIF20B KIF2C KIF4A KIFC1 KLHDC4 KLHL23 KMT5A KMT5B KPNB1 KRIT1 L2HGDH LDHA LHFPL2 LIG1 LMAN2L LMNB1 LPCAT1 LPCAT2 LRP11 LRRC37A2 LRRC37A4P LRRC8C LUC7L LY6E LYPD6 M6PR MANEA MANEAL MAP3K21 MAPT MARVELD3 MBOAT2 MCM3 MCM8 MCU MDM4 MDN1 MED22 MED28 MELK MET METTL15 METTL9 MFSD13A MIEF1 MIOS MIR100HG MIR9-1HG MIS18A MIS18BP1 MKI67 MLKL MLLT1 MMS22L MNS1 MORN4 MPHOSPH8 MPHOSPH9 MRE11 MRRF MSH5 MSL1 MTARC1 MTCL2 MTERF2 MTG2 MUSTN1 MYB MYBL2 MZT2B NAV1 NCOR1 NDC1 NECAP1 NECTIN1 NEDD1 NEDD4 NEK2 NFATC3 NFKBIB NOL10 NOP56 NRGN NSD2 NSD3 NUFIP1 NUP210 NUP58 NUSAP1 OXCT1 PA2G4 PABPC4 PAN2 PARM1 PARN PARPBP PASK PATJ PCBD2 PDE7A PDRG1 PDXDC1 PFN2 PHGDH PHLDB2 PHTF2 PIGX PITHD1 PKMYT1 PLK1 PLK4 POGK POLD3 POLE POLR1E POM121 POMK POP1 PPAN PPARGC1B PPFIA1 PPIP5K1 PPP4R1 PPP6R2 PRELID2 PRKAG1 PRPF19 PRR15L PRR22 PRRG4 PSIP1 PSMC3IP PSME3 PSRC1 PTP4A2 PTPN3 RAB31 RAB3D RAB3IP RAD51 RAD51D RAD54L RAD54L2 RAN RAP1GAP RAPGEF6 RAVER2 RBBP4 RBM17 RCC1L REEP4 RFC2 RFC3 RFXAP RIC8B RIF1 RIOK1 RNASEH1 RNF145 RPIA RPL23 RRM2 RTKN2 SACM1L SACS SAMD1 SAP30L SCAF4 SETD2 SF1 SH3GLB2 SHCBP1 SHLD2 SHMT1 SHPRH SHQ1 SKA1 SKP2 SLC16A14 SLC25A19 SLC29A1 SLC30A3 SLC35A4 SLC35B4 SLC43A3 SLC7A11 SMAD2 SMIM2 SMIM7 SMPD4 SNHG17 SNHG7 SNORD22 SNRNP48 SNRNP70 SNU13 SNX17 SPC24 SPDYE3 SREK1IP1 SRSF10 SRSF4 STAG1 STIL STK38L STRBP SUN2 SUV39H1 SYNE2 TAGLN2 TBC1D5 TCF19 TCF7L2 TEF TEX261 TFDP1 THAP12 TICRR TMED4 TMEM109 TMEM18 TMEM200B TMEM97 TNFRSF21 TNPO3 TOMM40 TRA2A TRIM33 TRIP13 TRMT61A TSEN54 TSPAN18 TSR2 TTLL4 TUBB TUBE1 TUBGCP3 UBE2S UGGT2 UGT8 UNG UPF2 USP14 USP5 UTP23 VOPP1 VPS45 VPS54 VTI1A WDR36 WEE1 WWP2 XPO5 XPO6 XRCC2 XRCC6 YWHAZ ZBTB20 ZBTB8A ZC3H13 ZMYND19 ZMYND8 ZNF107 ZNF141 ZNF202 ZNF254 ZNF273 ZNF473 ZNF488 ZNF493 ZNF544 ZNF551 ZNF623 ZNF639 ZNF681 ZNF695 ZNF700 ZNF85 ZNF91 TRAYNOR_RETT_SYNDROM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAYNOR_RETT_SYNDROM_DN AMIGO2 BEX4 CHCHD10 COMP CRIP1 ENPP1 GREM2 IGFBP5 INAFM2 ITGA6 KLF5 PTPRF RUNX1 SEL1L3 SLC26A2 TRAYNOR_RETT_SYNDROM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TRAYNOR_RETT_SYNDROM_UP ACKR4 AKAP12 ANKRD29 BID C1R CA12 CNKSR3 DNASE1L1 DPP4 FBLN1 FNIP1 GALNT15 GAPDH HSPB3 IFI44 IL6 IRX3 LIMS3 LRCH2 LTBP1 MMP1 MMP10 MMP3 MOXD1 NTN4 PLA2G4A PLCB1 PRICKLE1 PRUNE2 PTGER3 RGCC RNF182 SLC16A7 SNTB1 SPON2 STAT1 SVIL SYTL2 TCF21 TNFRSF19 TSAI_DNAJB4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSAI_DNAJB4_TARGETS_DN BCAT1 CALD1 CD44 HMGA2 NOLC1 SNAI2 TSAI_DNAJB4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSAI_DNAJB4_TARGETS_UP CCNG2 CDKN1A IFIT1 IFIT3 IFITM1 IRF9 ISG15 OAS3 SERPINB1 SESN2 STAT1 TIMP3 TXNIP TSAI_RESPONSE_TO_IONIZING_RADIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSAI_RESPONSE_TO_IONIZING_RADIATION ADGRB3 ADORA3 AHR AKAP5 ARL2BP ATF5 AXL BATF BBC3 BIRC3 BTG1 BTG2 CARTPT CASP1 CCL18 CCL20 CCL21 CCL3 CCL4 CCNE2 CCNF CCNG1 CCNG2 CCNI CCNK CCR1 CCT4 CCT7 CD164 CD59 CD79A CD80 CD83 CDK6 CDKN1A CDKN1C CFLAR CGRRF1 CLK1 COL4A2 COL6A1 COX7B CRAT CXCL10 DDB2 DDIT3 DKC1 DLX2 DPYSL3 DUSP6 ENC1 ENO1 EP300 FAS FCN3 FGFR1 FN1 GDF15 GRN HBEGF HOXC5 IFITM1 IFNGR1 IL2RB IRF4 IRF9 ITGA2 JAK2 JUNB KIF20B KLF4 KLRC2 KNG1 KRT14 KRT19 KRT8 LGALS3 LRRFIP1 LZTR1 MAP7 MAX MDFI MED21 MSC MSH2 MYC NCOA3 NDUFB5 NFE2L1 NFKB1 NFKB2 NFKBIA NFKBIE NR4A3 PCNA PKD2L1 PLAGL2 PLAU PLCG2 PLK1 PLOD3 POU3F4 POU5F1 PPM1D PRMT1 PTN PTPN11 PTPN22 PTPN6 PTTG1 RAD50 RANBP1 RB1 RELA RFX5 ROCK1 RORA RPS6KA1 RRM2B S100A8 SGK1 SIPA1 SMAD3 SNAPC2 STAT1 STAT5A STK4 TANK TCF21 TFDP2 TGFBR3 TGIF1 TLE3 TNFAIP3 TNFAIP8 TNFRSF8 TNFSF10 TP53I3 TP53TG1 TRAF1 TRRAP TSC22D3 UBE2C VEGFC XPC ZBTB48 ZNF141 ZNF274 ZNF85 TSAI_RESPONSE_TO_RADIATION_THERAPY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSAI_RESPONSE_TO_RADIATION_THERAPY A2M BST2 CCN1 CCN2 CD69 CFB COL4A1 COL6A1 COL6A2 COL6A3 EGR1 HBB IFI6 IFIT2 IFITM1 IGFBP5 IL6 ISG15 LGALS3BP LIPC OAS3 PLAT SERPINE1 SMAD3 TGFB2 TGFBR2 TGFBR3 THBS1 TNFRSF11B TSC22D1 VEGFA VEGFC TSENG_ADIPOGENIC_POTENTIAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSENG_ADIPOGENIC_POTENTIAL_DN ADAM23 AOC3 ART3 B3GALNT1 CAPN6 CDKN2C CMBL COL4A2 COL6A1 COL6A3 CST3 DKK3 EBF3 ENPP1 EPHB6 FABP4 FMO1 GAS2 GHITM GJA1 GSTT1 HLX HSBP1 IL1R1 IL6ST ITIH2 LPAR1 NMB NRP1 PAX3 PHKA2 PLPP3 POPDC3 PPL RAB9A RAMP2 SESN1 SFRP2 SIX1 SMS SNAI2 SPARCL1 TGFBI THBD TMEM185A TSC22D1 TSPAN6 TSENG_ADIPOGENIC_POTENTIAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSENG_ADIPOGENIC_POTENTIAL_UP ADORA2B BMP6 BPGM CARS1 CCN4 CD24 CDKN2B CH25H COL7A1 CRABP2 DBNL DDX47 DLK1 EFNB2 FHL1 GJB3 GLRB MAPK12 MGP MTHFD2 NDN NNAT PRSS23 PTPRF RHOU RNF227 TCF7 TRIB3 UCK2 WNT10A TSENG_IRS1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSENG_IRS1_TARGETS_DN ACTC1 ADAM23 ADARB1 ADM ANG AOC3 ART3 B3GALNT1 C11orf54 CAND1 CAPN6 CARHSP1 CASP2 CCDC6 CCDC88A CD40 CD63 CDKN2C CIRBP CMBL COL3A1 COL4A1 COL4A2 COL6A1 COL6A3 CRIP2 CST3 CTDSP2 DAB2 DENND5A DIAPH1 DKK3 EBF3 EFNB1 ENPP1 EPHB6 EPHX1 FABP4 FAH FAM50B FMO1 FRMD6 FTH1 GAS2 GATD3 GGT5 GHITM GJA1 GLRX GPR37L1 GSTT1 H6PD HCCS HGF HLX HSBP1 HSD17B11 HTRA3 IGFBP4 IL1R1 IL6ST ITIH2 ITPR1 KNG1 LIFR LIMCH1 LITAF LONP2 LPAR1 MAOA MESD MGST3 MMP14 MRFAP1 MTRES1 MYL1 MYL11 MYL4 NFYB NMB NRP1 PAX3 PHKA2 PIP5K1B PLPP3 PML POPDC3 PPL RAB3B RAB9A RAD52 RAMP2 RASA4 RBM10 RSAD2 SEMA3E SESN1 SFRP2 SGCE SH3BGR SIRT3 SIX1 SMAD6 SMS SNAI2 SNTB1 SPARCL1 TAPBP TGFBI THA1P THBD THRA TLE3 TMEM185A TMEM45A TMUB2 TNNC1 TNNI1 TNNT2 TNNT3 TNXB TRAF3IP2 TRAPPC12 TRDC TSC22D1 TSPAN31 TSPAN6 VSNL1 ZFHX3 ZFR2 ZNF32 ZNF394 ZNF821 ZNF878 TSENG_IRS1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSENG_IRS1_TARGETS_UP ACLY ACTN4 ACTR3 ADORA2B AGTR2 AOPEP APCDD1 ARF3 ARX ASNS B4GALNT1 BMP6 BPGM BUB1 C1QTNF3 CARS1 CCN4 CCZ1 CD24 CDKN2B CH25H COL7A1 COPS5 CPXM1 CRABP2 CRYGD DBN1 DBNL DCTN5 DDIT3 DDX18 DDX47 DLK1 EFNB2 EMC6 FAP FARSB FBN2 FEN1 FERMT2 FHL1 GAS5 GBP2 GJB3 GLRB GRB2 GTF2IRD2B HOXD8 HSPA4 HSPA9 HSPB2 IARS1 IGF1 IMPDH2 KCNU1 LAMA4 LBHD1 LDLR MAIP1 MAPK12 MEF2C MGP MID1IP1 MTHFD2 MYBL2 NARS1 NDE1 NDN NHERF1 NMT1 NNAT NOP56 NR2F1 NSUN2 NUPR1 PAG1 PCLAF PCYT2 PDGFA PHB1 PPIH PRSS23 PTPRF QNG1 RCL1 RHOU RNF227 RNF6 RPL39L RUFY1 SDC2 SERPING1 SF3A1 SIGLEC1 SLC35C2 SLC3A2 SPP1 SQLE SRPX ST13 TCF7 TENM3 TES TMEM97 TMX2 TNFAIP2 TRIB3 TSHB UCK2 WNT10A WNT5A XRCC6 YARS1 ZDHHC6 ZFTRAF1 ZNF22 TSUDA_ALVEOLAR_SOFT_PART_SARCOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSUDA_ALVEOLAR_SOFT_PART_SARCOMA HSPB8 LYN MAPK3 MAPKAPK2 MET MKNK2 PACSIN2 PCK2 PIM1 PRKAG2 TSUNODA_CISPLATIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSUNODA_CISPLATIN_RESISTANCE_DN ANXA8L1 ASS1 B4GALT1 C1S C3 C4BPB CASP9 CD74 CFB CLU CPS1 CRIP1 CTSB ELL2 EPAS1 ESRP2 FBN1 FBN2 FN1 FOLR1 FOLR2 FOLR3 FSTL3 GALNT2 HLA-DPA1 HLA-DRB3 ID1 IGFBP4 ITPR1 KRT7 KYNU LCMT2 MAGEA6 MAGEA9 NPR3 PDE3A PRMT3 PTGES PTGS2 RABEPK S100P SGK1 SLC27A2 SLC3A2 SLC7A5 SORD STK26 TCIM TSC22D1 WNT5A TSUNODA_CISPLATIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSUNODA_CISPLATIN_RESISTANCE_UP ARHGDIB BRAP C1S CCN1 CCN2 DIO2 EFEMP1 G0S2 IFI27 INSIG1 NT5E PLAU UCA1 VAV3 VIM TSUTSUMI_FBXW8_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TSUTSUMI_FBXW8_TARGETS ACTN3 ATP2A1 FBXW8 IGFBP1 MYBPC2 MYPN PCGF5 RYR1 SFSWAP TUOMISTO_TUMOR_SUPPRESSION_BY_COL13A1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TUOMISTO_TUMOR_SUPPRESSION_BY_COL13A1_DN AFP APOA2 BBOX1 BCO2 CRP CYP1A1 CYP2C19 CYP2E1 DBP FOXQ1 GPR151 GSTA2 MCAM MPP4 OTOP3 PLSCR1 PPM1J SLC13A1 TTR TUOMISTO_TUMOR_SUPPRESSION_BY_COL13A1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TUOMISTO_TUMOR_SUPPRESSION_BY_COL13A1_UP BMAL1 CASP12 CLEC6A DEFA5 DEFA6 HLA-DMA HLA-DMB HLA-DQA1 ITGA8 LAMA3 LYZ MT2A PAIP1 PGLYRP1 PRSS30P RPL14 SERPINA1 SLC34A2 SLC5A8 TRIM59 TURASHVILI_BREAST_CARCINOMA_DUCTAL_VS_LOBULAR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_CARCINOMA_DUCTAL_VS_LOBULAR_DN ASPN FAM200C MAOB MID1 NEAT1 SEC24A VTCN1 TURASHVILI_BREAST_CARCINOMA_DUCTAL_VS_LOBULAR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_CARCINOMA_DUCTAL_VS_LOBULAR_UP AHCTF1 B3GALNT1 BPIFB1 CDH1 CKS2 CPB1 DTL EPB41L3 GLCCI1 H3C2 LAMP2 MEX3C MTFR2 OSBPL10 RAB11FIP1 S100P SLC1A2 STK4 TRNT1 TTC14 TTC3 WASIR1 ZNF121 ZNF678 TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_DUCTAL_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_DUCTAL_NORMAL_DN ACTA2 ACTG2 ADAMTS5 AK5 ALDH1A3 AMY1A ANKRD18A ANPEP ANXA1 APOD ARMCX4 ATF3 ATP10D ATP1A2 BBOX1 BCOR BHLHE41 CARMN CAV2 CCDC9B CCL28 CD59 CDC14B CDH3 CDRT4 CFAP70 CFD CFI CHI3L1 CHIC2 CHL1 CLDN11 CLDN8 CMTM8 CMYA5 CNN1 CNTNAP3 COL17A1 CP CRYAB CSNK1A1 CTSV CX3CL1 CYB5R2 CYP4X1 DEPP1 DLG5 DNAAF9 DSC3 DSG3 DST DUSP1 ECRG4 EDN3 EGFR EGR1 EHF ELF3 ELF5 ENOSF1 ENSG00000269825 ENTREP1 FAM110C FBXO32 FHOD3 FOS FOSB FZD7 GABARAPL1 GABRE GABRP GATM GPC3 GPM6B GRAMD2B HMGCS2 HOTAIRM1 HOXA3 HOXA9 ID4 IGHA1 IQCA1 ITGB4 ITGB8 JCHAIN KBTBD6 KCNC4 KIF27 KIT KLK7 KRT14 KRT15 KRT16 KRT17 KRT23 KRT5 KRT6B KRT7 LAMA3 LAMB3 LAMC2 LIN37 LINC01128 LTF MAFF MAMDC2 MAOB MAP2 MEGF6 MET MFSD14CP MGP MGST1 MICAL3 MID1 MIR101-1 MIR205 MIR23AHG MMP7 MRPS25 MUCL1 MYBPC1 MYH11 MYLK NCOA7 NDRG2 NFIB OPRPN OXTR PAK3 PALMD PAPLN PDLIM3 PDZK1 PDZK1IP1 PER1 PI15 PIGR PKP4 PLEKHH2 PLEKHS1 PSMA3-AS1 PTN PTPN21 PTX3 RAB27A RAPGEF2 RARRES1 RBPMS RCAN1 RHOQ RND3 RNFT1 RRAD SAA1 SAMD5 SBSPON SCGB1D2 SCGB2A2 SCN4B SEC14L1 SERPINA1 SF1 SFRP1 SHISA2 SLC12A2-DT SLC18B1 SLC25A37 SOCS5 SOD2 SORBS2 SOX9 SPIN3 SPRED1 ST3GAL6 STEAP3 SYNM SYNPO2 TAC1 TAGLN TCIM TF TFAP2B TFPI2 TGFA TM4SF1 TNC TNFRSF10B TRAPPC11 TRIM2 TRIM29 TRIP6 TSHZ2 TTC6 TUBB2B ULK4 USP31 VTCN1 YBX3 ZBTB16 ZDHHC3 ZNF204P ZNF37BP ZNF462 ZNF542P ZNF667 TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_DUCTAL_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_DUCTAL_NORMAL_UP ALG13 ASPN CD44 CENPF CKS2 CLHC1 COL10A1 COL11A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A2 DCLK1 DDX60 DGKH DNAJC21 DTL EDEM3 EIF2AK1 EPB41L3 FAR2 FBN1 FN1 FSIP1 GDPD1 KPNA4 LINC01614 LRRC15 LUM MBTPS2 NCK1 PNP POSTN RET RRP15 SFRP2 SGO2 SULF1 TLR7 TOP2A TRIM59 TXNDC9 UBE2D1 UNC5B VCAN ZNF571 TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_LOBULAR_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_LOBULAR_NORMAL_DN ACTA2 ACTG2 ADH1B AK5 ANXA1 ATF3 ATP10D ATP1A2 BACH2 CADM1 CARMN CAV1 CFD CNN1 CRISPLD1 CRYAB CSNK1A1 CX3CL1 CYB5R2 ECRG4 ELF3 ELF5 FOS FOSB FYB2 GABRP GHR GPM6B HYCC1 ID4 IGHA1 IQCA1 IQCN KRT14 KRT17 KRT5 MAMDC2 MAOA MGP MIR205 MMP7 MUCL1 MYH11 MYLK NFIB NTRK2 OXR1 PAK3 PDZK1 PI15 PIGR PLEKHS1 PROM1 PSMA3-AS1 PTN RCAN1 RHOQ ROPN1 RPL31 SAA1 SCGB2A2 SENP6 SFRP1 SORBS1 SYNM SYNPO2 TAGLN TMEM150C YBX3 ZBTB16 ZNF154 ZNF204P ZNF573 TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_LOBULAR_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_DUCTAL_CARCINOMA_VS_LOBULAR_NORMAL_UP ANLN ASPM ATP2B1 B3GALNT1 CCNE2 CCT5 COL10A1 COL11A1 COL1A1 COL1A2 COL3A1 COL5A2 CPB1 CSTF2T CTHRC1 DDX60 DENND1B DTL EIF2AK1 EPB41L3 EPS15L1 FANCI FAR2 FBN1 FN1 FUT8 GDPD1 GLCCI1 GLRX3 HDGFL3 HMMR IFIT3 INHBA INTS7 KCMF1 LINC01614 LRR1 LRRC15 MCM9 MELK MGAT2 MLLT10 MRPL44 NAA25 NBAS NUSAP1 PNP PRR11 RAB18 RAC1 RACGAP1 RALGPS2 RBM34 RET RMND1 RORA RRP15 SFRP4 SGMS1 STK4 STMP1 SULF1 TBCE THAP6 TIGAR TMEM107 TOP2A TRIM59 TRNT1 UBE2D1 UBE2D2 UNC5B VCAN VOPP1 TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_DN ACTA2 ACTG2 AK5 APLP2 ATP11B AZGP1 CA2 CCL28 CDC37L1 CDH1 CGNL1 CITED1 CLIC6 CNN1 CP CPB1 CX3CL1 CX3CR1 CYB5R2 CYP2J2 CYP4X1 DMD DST EFS EHF ELF5 ENTPD5 ERICH1 FMO5 FUT8-AS1 GABRP GALNT3 HAUS1 HIPK2 HNRNPLL HOOK1 HYCC1 ID4 IL17RB IL20RA IRX1 ISM1 ITGA2 ITM2A KCTD14 KLF8 KRT14 KRT15 KRT17 KRT23 KRT5 KRT6B LAMB3 LINC02035 LONP2 LYPD6 MAOA MGP MMP7 MYBPC1 MYLK NR3C2 NTRK2 OXTR PAPOLA PDK4 PDZK1 PERP PI15 PIP PNMA8A PTGER4 RARRES1 RBSN RIOK3 SAA1 SERPINA6 SFRP1 SNTB2 SOCS2 SORL1 SPATA17 STC2 SYNM TES TM4SF18 TRIM29 TTC6 UBR3 WLS ZNF398 ZNF542P TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_DUCTAL_NORMAL_UP ADAM12 AEBP1 AGTPBP1 ASAP1 ASPN BGN C5AR1 CCN4 CD69 CILP COL11A1 COL12A1 COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL6A3 COL8A1 COMP CTHRC1 CXCR4 DOCK1 EDNRA ENPEP ENSG00000280119 FBN1 FBXO28 FN1 FNDC1 GNA13 GPX8 HSPA6 IFI44 IGF1 INHBA LAMB1 LOX LRRC15 LYZ MICAL2 MIR1245A MXRA5 NAA15 PLXDC1 PLXNC1 POSTN PRC1 PRRX1 RAB18 RAP2C RGS1 SFRP2 SMCHD1 SPAG9 SPARC SSR1 SULF1 SULF2 TAGAP THBS2 THY1 TIE1 UBTD2 UXS1 VCAN WIPF1 ZEB1 ZNF117 TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_LOBULAR_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_LOBULAR_NORMAL_DN ADAM12 AEBP1 ASAP1 ASPN BGN BTN3A3 C5AR1 CAP2 CCN4 CDK8 COL10A1 COL11A1 COL12A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL6A3 COL8A1 COMP CTHRC1 CXCR4 ECT2 EPPK1 FBN1 FN1 FNDC1 GMFB GNA13 IFI44 INVS LAMB1 LCP2 LIG3 LOX LRRC15 LYZ MIR1245A MMP11 MMP2 MXRA5 NACA NEAT1 PABPC1L PDE8A POSTN PRRX1 RAB26 RABEP2 RFTN1 RGS1 SAR1B SFRP2 SFRP4 SLC25A43 SPP1 SRPX STK39 SULF2 TACC3 TAGAP THBS2 THBS4 TMEM119 TMEM65 TYMS UGCG VCAN WIPF1 ZNF805 ZNF823 TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_LOBULAR_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_LOBULAR_CARCINOMA_VS_LOBULAR_NORMAL_UP ACTA2 ADAMTS5 AMDHD1 ANXA3 APLP2 AZGP1 BHLHE41 BORCS7 CA2 CCPG1 CD36 CDH1 CGNL1 CHL1 CHPT1 CLIC6 CNN1 CNOT7 CPB1 CRYZ CYB5R2 CYP2J2 CYP4X1 DERA DMD DST EGFR EHF ELF5 ESD FAM3B FAM76B FBXO3 FHOD3 FMO5 GABRP GPM6B GRIA2 HAUS1 HSDL2 ID4 IL17RB IL20RA ISM1 ITGA2 KBTBD7 KCTD18 KRT14 KRT15 KRT17 KRT5 LAMB3 LAMP2 LINC00472 LYPD6 MEX3C MGST1 MPPED2 MUC6 MYBPC1 MYH11 MYLK N4BP2L1 NTRK2 OXTR PAPOLA PAWR PDK4 PDZK1 PERP PGR PI15 PIGR PIP PPP4R4 PPP6C PTK2 RAB1A RYR3 SERPINA1 SFRP1 SGK3 SMAD2 SORL1 STC2 SYNM THRB TM4SF18 TOM1L1 TRIM2 TRIM29 TULP4 VPS35 WIF1 WLS ZBTB16 TURASHVILI_BREAST_NORMAL_DUCTAL_VS_LOBULAR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_NORMAL_DUCTAL_VS_LOBULAR_DN ARHGEF9 DCN EHBP1 MBTPS2 RHOBTB3 TSPAN5 ZNF117 TURASHVILI_BREAST_NORMAL_DUCTAL_VS_LOBULAR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURASHVILI_BREAST_NORMAL_DUCTAL_VS_LOBULAR_UP ACACB ADNP AFG2B ATF3 CCL28 CHML CLCN3 COL27A1 COQ10B CX3CL1 CYRIA DBR1 DCAF8 DNAH1 EPPK1 ERI1 EXOSC8 FOSB FRMD4B GABRP GALNT3 GATM GLUD1 KLF11 KRT23 KRT6B LOXL1-AS1 LRCH3 MAFF MAK16 MAP4K5 MR1 MTAP MTMR4 MYO1D NR4A2 PAWR PBLD PDE4DIP PHF20L1 PLEKHS1 PMEPA1 PMS2P4 PNMA8A PPHLN1 PTX3 RBM26-AS1 RFXAP RIDA RPE SKP2 SMAD5 SMG8 SMUG1 ST3GAL6 TMPRSS3 TRNT1 USP25 VIPAS39 VPS13B ZBTB8A ZNF250 ZNF407-AS1 ZNF823 ZSWIM7 ZYG11B TURJANSKI_MAPK11_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK11_TARGETS ATF2 ELK1 FOS MEF2A MEF2C TURJANSKI_MAPK14_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK14_TARGETS ATF2 DDIT3 ELK1 ELK4 FOS MEF2A MEF2C STAT4 TP53 TP73 TURJANSKI_MAPK1_AND_MAPK2_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK1_AND_MAPK2_TARGETS ELK1 ELK4 FOS MAFA MYB MYC SMAD1 SMAD2 SMAD3 SMAD4 SP1 TP53 TURJANSKI_MAPK7_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK7_TARGETS ELK4 ETS1 FOS FOSL1 MEF2A MEF2C MYC TURJANSKI_MAPK8_AND_MAPK9_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/TURJANSKI_MAPK8_AND_MAPK9_TARGETS ATF2 ELK1 ELK3 HSF1 JUN JUND NFATC3 TP53 UDAYAKUMAR_MED1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UDAYAKUMAR_MED1_TARGETS_DN ABHD3 ABTB2 ACKR3 ACYP2 ADAM17 ADAMTS1 ADCY9 ADGRG1 ADM AGAP1 AMOTL2 ARID5B ARL4A ATF3 ATG14 AXL BAMBI BAX BMP6 BRD2 BTG1 CAMSAP1 CANT1 CBLB CCNF CDA CDH10 CDKN1A CDKN1C CITED2 CLEC2B CNPPD1 COL1A1 CPM CPT1B CREM CROCCP2 CTH CYP27B1 DDB2 DDR1 DDX11 DENND3 DKK1 DLG5 DNAJB6 DNAJB9 DNMBP DUSP5 DYRK1A EFCAB14 EFHD2 EFNA1 EHD1 EIF2AK3 ELF3 ELF4 EPB41L4B EPHB4 ERAP1 ERF ETS2 FAM13B FAM53C FAS FBXL18 FEM1C FHL1 FMNL1 FOLR1 FOSL2 FOXK2 FRAT2 FRMD4B FUBP1 GABARAPL1 GADD45A GADD45B GDPD5 GNAS GPNMB GPRC5C GRK5 GSN H1-0 H1-2 H2AC18 H2BC12L H2BC5 HBP1 HERC1 HEY1 HIRA HMOX1 HNRNPA3 HOXC13 HSPB7 HSPB8 HSPBAP1 ID2 IFRD1 INPPL1 INTS6 JOSD1 JUNB KANK2 KCNN4 KDM3A KHSRP KLF4 KLHL24 LAMA5 LIFR LXN MAP1LC3B MAP3K9 MAP7D1 MAPKAPK2 MBD1 MDM2 MEIS1 MEX3D MKNK2 MN1 MSX1 MTCL1 MTF2 NDRG1 NEDD4L NFE2L1 NGRN NPIPB3 NR1D2 NTS OGA OTULINL P4HA2 PALLD PATZ1 PCDH7 PCNT PDE2A PEA15 PFDN6 PHLDA3 PHLPP1 PIK3R3 PILRB PIM1 PLK2 PLPP3 PNN POLG PPM1D PPP1R12A PPP3CA PRDM4 PRRC2B PTBP2 PTEN PTTG1IP PXDC1 RAB3GAP1 RARA RASSF1 RASSF9 RB1CC1 RBPMS RCAN1 RCBTB2 REPS2 RETREG2 RGS2 RHOB RHOBTB1 RHOC RIOK3 RNF13 RNF44 RPS21 RSRP1 RTN2 RYBP SAP30L SAT1 SEC61A2 SF3B3 SFSWAP SH3GL2 SLC2A3 SLC35E3 SMTN SNAI2 SNAP25 SNHG32 SNX11 SOX13 SPAG9 SPCS3 SPTAN1 SRD5A1 SSX2 ST3GAL4 ST6GAL1 ST7 STS TFPI THAP9-AS1 TIMP3 TLE3 TMBIM1 TMEM87A TNFAIP2 TNFSF9 TPM1 TRAFD1 TRGC1 TRIB1 TRIM29 TRIM52-AS1 TRIO TSC22D3 TST TTC17 TUFT1 TUG1 TXNIP UPF1 UPP1 UROD USP36 VCPKMT VPS37C WASHC3 WASL WDR45 ZDHHC11 ZFTA ZMYM2 ZNF395 ZNF767P ZXDA ZXDB ZZEF1 UDAYAKUMAR_MED1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UDAYAKUMAR_MED1_TARGETS_UP ACSL3 AIMP2 AKR1A1 AMMECR1 ANAPC5 ANP32E ANTKMT AP1S2 APEH ASNS ASPH AURKA BOP1 BPGM BRD9 CAMSAP2 CASC19 CAV2 CBS CCNJ CD47 CDC6 CEP70 CHAF1A CHPT1 CNOT6 CREB1 CTNND1 DARS1 DCP2 DDHD2 DHFR DHX15 DICER1 DTYMK DUS1L ECEL1 ECPAS EDF1 EIF2AK2 EIF3A EIF4EBP1 EMC8 EML4 EXPH5 FAAP100 FDX1 FECH FEM1B FKBP14 GARS1 GATD3 GCH1 GRSF1 HIGD1A HNRNPA3P1 IPO7 KATNB1 KLHL23 LARP4 LBR LIG3 LONP1 LRP8 LRRC14 MAD1L1 MALT1 MBNL1 ME1 ME2 MED1 METRN MRPL12 MRPL42 MTDH MYO19 NAGLU NF1 NIT2 NSMAF OGG1 OSBPL8 PANK4 PAWR PCLAF PFKL PHB1 PHF10 PITX1 PJA2 PKN2 POGLUT2 POLR3G PPP3CB PSAT1 PSPH PTER PTMA PTPRF PUM3 RABL6 RBM47 RC3H2 RDH11 RHOQ RMND5A RO60 RPL22 RYK SCRN3 SDC1 SDF2L1 SEPTIN6 SF3A2 SLC16A1 SLC16A3 SLC19A1 SLC29A1 SLC35A2 SLK SREK1IP1 SRGN SSX2IP STX6 SUB1 TCF25 THOP1 TLE6 TMED7 TMPO TSFM TSPAN12 TSPAN4 UBR5 ZMYND11 ZNF580 UEDA_CENTRAL_CLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UEDA_CENTRAL_CLOCK ABCD2 AKAP17A AP1B1 AVP AVPR1A BCKDHB BLCAP BMAL1 BMPR1A CALCR CAPRIN1 CCL21 CCL7 CDK2AP2 CHORDC1 CMBL CRY1 CRYBG1 CXCL12 DBP DHODH DLK1 DNAJB1 DUSP1 FABP7 GADD45A GADD45B GADD45G H3-3B HERPUD1 HLA-DRB5 HMGB3 HNRNPM HRH2 HSPA1A HSPA1B HSPA5 HSPD1 HSPH1 ID2 IGFBP5 MAN2A1 MANF MRPL41 NFIL3 NR1D2 NSDHL ORMDL1 P4HA1 PDCD4 PDIA6 PER1 PER2 PHKA1 PKIB PLEKHA1 PLK2 POLR2E PPP1R1A PSMD5 RAB34 RABEP1 RASD1 RASL11B RBM3 REXO2 RGS16 RNASET2 RORA RPN2 SFRP2 SGK1 SMPDL3A SOX7 SQLE SRSF6 STAT3 STK24 STX5 SYT17 THRAP3 TMEM30A TPRG1L TUBA8 TUBGCP4 UBE2S UBFD1 UBQLN1 XBP1 ZBTB14 UEDA_PERIFERAL_CLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UEDA_PERIFERAL_CLOCK ABCB4 ACOT2 ADH4 AK2 AK4 ALAS1 ALCAM ANP32A APOA5 AQP8 AQP9 ASL ATF5 ATL2 ATXN2 AVPR1A BHLHE40 BMAL1 BNIP3 BRI3 BTG1 C6orf89 CCL15 CD47 CD9 CEBPA CEBPB CES1 CHD4 CHKA CHORDC1 CHP1 CKS2 CLDN1 CNOT1 COL18A1 COL4A1 CPT1A CREBRF CRIP2 CRY1 CYB5B CYP2A6 CYP7A1 CYP8B1 DAZAP2 DHCR7 DHRS3 DNAJA1 DNAJB11 DYNLL1 ELOVL5 ELOVL6 ERBB3 ETFBKMT ETHE1 F2R FASN FBXO21 FBXO8 FDPS FDX1 FERMT2 FGF1 FKBP4 FOXA3 GABARAPL1 GALT GCLC GLDC GLO1 GNE GPCPD1 H1-2 H2BC1 H6PD HAL HERPUD1 HES6 HMGB3 HMGCR HMGCS1 HNRNPAB HSD3B1 HSP90AA1 HSPA4 HSPA8 HSPH1 HTATIP2 ID2 IDI1 IFT46 IL4R INCA1 IRF6 IRF9 KAT2B KLF9 LBHD1 LGALS9 LITAF LMO7 LONP2 LPIN2 LSR MAP2K3 MAPK14 MCM10 MESD MKNK2 MYORG NDRG1 NFIL3 NHERF1 NOCT NPC1 NR1D1 NR1D2 OGA ONECUT1 PCSK4 PDIA4 PER2 PLA2G12A PNKD PNP PNPLA2 POR PPARA PPDPF PPP1R3C PSEN2 PTP4A1 RBM3 RBMS1 RBPMS RCL1 RIPOR2 RORC S100A10 SERPINF2 SLC11A2 SLC25A47 SLC29A1 SLC2A2 SLC37A4 SPATA13 SQSTM1 ST3GAL1 ST3GAL5 STBD1 STMP1 TARS1 TFPI2 THRAP3 TLE1 TMEM150A TNFRSF1B TRIP6 TSC22D1 TSPAN4 TUBA1A TUBA3C TUBB TUBB2A UBAP2L UBR3 UBXN1 UPP2 USP2 ZNF644 ULE_SPLICING_VIA_NOVA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ULE_SPLICING_VIA_NOVA2 AGRN ANK3 APLP2 ARHGAP21 ATP2B1 BPTF CACNA1B CADM1 CAMK2G CASK CHL1 CLASP1 CLSTN1 CTNNA2 DNAJB5 EFNA5 EPB41 EPB41L2 EPB41L3 EPHA5 GOLGA4 GPHN GPR45 GRIK2 GRIN1 IDH3B KCNMA1 KCNQ2 LRP12 LRP1B MAP4K4 MAPK8IP1 NCDN NTNG1 PLCB4 PTPRF RAP1GAP SPTAN1 SRR STX2 STXBP2 TACC2 TPM3 UNTERMAN_IPF_VS_CTRL_B_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_B_CELL_DN AREG BTG2 CD69 CD83 CXCR4 DUSP1 DUSP2 EGR1 EIF1 FOS GPR183 H1-4 H3-3B HERPUD1 IER2 IFITM3 IGLC2 IGLC3 JUN JUNB KLF6 NR4A1 NR4A2 PDE4B PELI1 PPP1R15A RGS2 RHOB RHOH SAT1 SBDS TENT5C TSC22D3 YPEL5 ZFP36 ZNF331 UNTERMAN_IPF_VS_CTRL_CD4T_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_CD4T_DN BTG2 CXCR4 DNAJB1 DUSP2 FOS H1-4 JUNB NR4A2 TNFAIP3 ZFP36 UNTERMAN_IPF_VS_CTRL_CD8T_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_CD8T_DN DUSP2 H1-4 HLA-DQB1 MALAT1 TRBV15 TRBV20-1 TRBV28 TRBV29-1 TRBV7-9 UNTERMAN_IPF_VS_CTRL_CD8T_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_CD8T_UP MT-ATP8 RPS4Y1 S100B TRBV19 TRBV3-1 TYROBP UNTERMAN_IPF_VS_CTRL_DC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_DC_DN BTG2 DUSP2 EGR1 GPR183 HLA-DRB1 SGK1 ZFP36 UNTERMAN_IPF_VS_CTRL_DC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_DC_UP MT2A RPS4Y1 S100A12 S100A8 VCAN UNTERMAN_IPF_VS_CTRL_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_MONOCYTE_DN BTG2 FCGR3A FOSB G0S2 HBEGF HLA-DQA1 HLA-DRA HLA-DRB1 IFITM1 IFITM3 KLF4 NR4A1 PHACTR1 PLAUR RGS2 SGK1 TMEM176B TUBA1A TUBA1B ZFP36 UNTERMAN_IPF_VS_CTRL_MONOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_MONOCYTE_UP CCL4 CCL5 CD163 CTSD FKBP5 FOLR3 IL1R2 MYL9 PPBP S100A12 S100A8 THBS1 UNTERMAN_IPF_VS_CTRL_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_NK_CELL_DN BTG2 CHI3L2 H1-4 IL32 KIR2DL1 KIR3DL1 MYOM2 NFKBIA PTGDS TCF25 UNTERMAN_IPF_VS_CTRL_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_NK_CELL_UP CMC1 HLA-DRB1 HLA-DRB5 KLRC1 MT-ATP8 UNTERMAN_IPF_VS_CTRL_TREG_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_TREG_CELL_DN BTG2 CD69 CSRNP1 CXCR4 DNAJB1 DUSP2 DUSP4 H3-3B HLA-DQB1 JUNB KANSL1-AS1 MALAT1 NR4A2 PMAIP1 PTGER4 SBDS SRSF7 TENT5C TNFAIP3 UBC ZFP36 UNTERMAN_IPF_VS_CTRL_TREG_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_IPF_VS_CTRL_TREG_CELL_UP CISH CORO1B GIMAP4 GIMAP7 MT-ATP8 PIM1 PIM2 RPS20 S100A11 S1PR4 SIT1 TAP1 TIGIT TNFRSF1B VIM UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_B_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_B_CELL_DN CD83 HERPUD1 HLA-C IGHA1 IGHG1 IGHG2 JUNB RPS26 UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_CD8T_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_CD8T_DN CXCR4 FGFBP2 GNLY HLA-DRB5 HOPX ID2 IER2 IFITM3 JUN NFKBIA RPS26 TNFAIP3 TRBV2 TRBV28 TRBV4-2 ZFP36 ZNF683 UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_CD8T_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_CD8T_UP CD27 GZMK LTB MT2A S100A8 TRBV19 TRBV5-1 TRBV7-6 TRBV7-9 UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_MONOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_MONOCYTE_DN ACSL1 BCL2A1 CCL3 CCL4 CCL4L2 CD83 CXCL2 CXCL3 CXCL8 G0S2 GNLY HLA-DQA2 ICAM1 IL1B NAMPT NFKBIA NFKBIZ NLRP3 PLEK RNF144B SAMSN1 SOD2 THBS1 TMEM176A TMEM176B TNF TNFAIP3 UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_NK_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_NK_CELL_DN CD52 CD74 GZMK HLA-DPA1 HLA-DPB1 HLA-DRB1 HLA-DRB5 IL32 KLRC1 NFKBIA TKTL1 TRAC UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_NK_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UNTERMAN_PROGRESSIVE_VS_STABLE_IPF_NK_CELL_UP FCGR3A HLA-B IGFBP7 MT2A MYOM2 S100A9 S100B SELL UROSEVIC_RESPONSE_TO_IMIQUIMOD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UROSEVIC_RESPONSE_TO_IMIQUIMOD BRCA1 CCL8 CXCL11 IDO1 IFI35 IFI6 IFITM1 IL6 IRF7 ISG15 ISG20 MICB MX1 OAS2 OASL PLAAT4 SECTM1 STAT1 TRAFD1 URS_ADIPOCYTE_DIFFERENTIATION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/URS_ADIPOCYTE_DIFFERENTIATION_DN ADORA1 AGTRAP CD37 CEBPA COL3A1 COL4A2 COL6A1 COL6A3 DCN E2F4 FN1 LOX LOXL1 LRP3 LRP5 LUM MED1 MMP9 NUMA1 OSGIN1 PPARD PPP2R1A PSG9 PTGDS PTPRN ROM1 SPARC THBS2 TMEM179B ZNF169 ZNF587B URS_ADIPOCYTE_DIFFERENTIATION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/URS_ADIPOCYTE_DIFFERENTIATION_UP ABCE1 ACOX3 ACSL1 ADIPOQ ADORA2B AGT ALDH1A2 ALDH6A1 AMT APLNR APOB ATP2B2 ATP8A2 CAP2 CHST1 CIR1 COL7A1 CRYAB CTSG DGAT1 DGKG DPF2 DPT E2F1 ECM2 FABP4 FABP5 FABP7 FXYD1 GLUL GPD1 HSD11B2 IGFBP2 INSR KCNH2 LBP LIPC LPL LRP8 MAP4K3 MASP1 MIR9-1HG MMP7 MTMR12 MTUS1 PCDH7 PFKFB3 PLCD1 PLEK PLIN2 PPARG PTPN21 PTPRS PTPRZ1 RBIS RXRA RXRB SKAP1 SLC24A2 SMARCB1 STAT5B TAP1 TFCP2 TNFAIP2 USP8 VTN UZONYI_RESPONSE_TO_LEUKOTRIENE_AND_THROMBIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/UZONYI_RESPONSE_TO_LEUKOTRIENE_AND_THROMBIN ADAMTS1 APOLD1 ARID5B ATF3 BMP2 CCN1 CITED2 CREM CXCL2 CXCL8 DUSP1 EGR1 EGR3 ELL2 F3 FOSL2 GEM HBEGF HLX KCNJ2 KLF2 KLF4 MAP3K8 MCL1 NDRG1 NEDD9 NR4A1 NR4A2 NR4A3 PDK4 PTGS2 RCAN1 RGS2 SELE SIK1 ZFP36 VALK_AML_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_1 ADGRG6 ATF3 ATP10A BHLHE41 BLNK BMI1 COBLL1 DPP4 FHL1 IGHM IRF7 JUN KCNA5 KIF17 LTBP3 MECOM MEF2C MMRN1 NR4A2 PCDH9 PCDHGC3 PROM1 PRR16 SLC2A3 SLC38A1 SOCS2 SPAG6 SPIB TRPS1 VALK_AML_CLUSTER_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_10 ADGRL1 ARHGEF17 AZU1 BAALC BCL7A C3AR1 CD22 CFD CHRDL1 CRIM1 EEF1A2 F2RL1 FAM30A FLNB GNAI1 IGHM MLLT3 MN1 NPDC1 PAWR PIK3C2B PPP1R16B PRKD2 RBPMS RNASE2 SETBP1 SMAGP SNED1 SORBS3 SPON1 SPRY1 SPTBN1 TPM2 VALK_AML_CLUSTER_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_11 ALDH2 APP ASS1 CD200 CD34 CIITA CISH CLIC4 DAB2 DAPK1 DNM1 DPYSL2 DUSP7 EGFL7 EVL FYN GAS2L1 GIMAP5 GIMAP6 H1-0 IFITM1 ITGA6 KCNN4 KLF9 KYNU LHFPL2 LPAR6 MDFIC MYO5C PALM PCDHGC3 REEP5 SERPINB9 SLC38A1 SNRPN SPARC ST3GAL5 VEGFA VALK_AML_CLUSTER_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_12 AFF2 ANXA8 ARHGAP4 AZI2 CALR CST7 FGF13 GABRE GALNT3 HGF LAMC1 LGALS9 MEG3 MFNG MST1 MXRA7 NAALADL1 NKX3-2 NRIP1 P4HB PCBP3 PRODH PTCH1 PTGER1 RAB5B SIX3 SKAP2 STXBP1 TMEM87A VCL VALK_AML_CLUSTER_13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_13 ADCY7 ADRA2C BAIAP3 C11orf21 C15orf39 CACNA2D2 CAV1 CIAO3 FBLN5 GRK5 HSPG2 IL5RA ITGB4 KDM4B LAT2 LCP1 MYRF NBL1 NCALD PNMT POU4F1 PSD3 ROBO1 RUNX1T1 SLC25A1 STK32B THSD7A TRH VLDLR VOPP1 WASHC2C VALK_AML_CLUSTER_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_15 ARHGEF3 ATN1 BASP1 CD52 CEACAM8 CTNNA1 DRAM1 ECHDC2 EPB41L2 FADS1 GNA12 GRAMD1B HOXA10 HOXA9 HOXB2 HOXB5 HSPB1 IGF2BP2 IGHM KLF9 MEIS1 NDFIP1 RUNX1 SEL1L3 SFXN3 SH3TC1 SLC16A1 SUCLG2 TBL1X TNS3 TUBB6 VALK_AML_CLUSTER_16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_16 ACSL4 ADCY9 ADD2 AK2 AKR7A2 APOC2 BABAM2 C1orf54 CACNA2D3 CADM1 CD70 CEP15 CLSTN2 DACH1 GGA2 ITGA7 KCNN2 LAMP5 MBNL1 PENK RET RPP25 TDRD7 TGM5 TKTL1 TRPM4 UVRAG XAGE1B VALK_AML_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_2 ADGRG1 ARHGAP22 CCL1 CLU DOCK1 EZR GLI2 GOLGA8A GRB10 GUCY1A1 HBA1 HBB HOXA5 HOXB2 IL2RA JAG1 KCNK5 LAPTM4B LPIN1 MAP4K4 PDE3B PIM1 PLA2G4A PLS1 PTP4A3 SCHIP1 SRSF8 TRIM16 TRPC2 VALK_AML_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_3 ADCY2 ADGRG1 AGTPBP1 ARHGAP22 BLVRA CCL1 CEBPD CFH COL4A5 CRYBG1 DOCK1 ENPP4 FAM30A FCGRT GAS2 IL17RA IL6ST LAPTM4B MAP7 NET1 PBXIP1 PDGFD PIEZO2 PLS1 QPRT RAP2A SCN9A SELENOP SERPINB8 SH2D1A SMC4 TCEAL9 TNFRSF4 TRIM16 VALK_AML_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_4 ABCB1 B4GALT6 CAPN2 CD7 CFD CTNNA1 CYFIP1 DRAM1 FZD6 HPGDS HPS4 IKZF2 IL4R ITGA4 KLF2 LDLRAD4 LRP10 NDFIP1 P2RX5 PMS2P2 PMS2P3 PRR5L RAB13 TRAT1 TRDC TRIB1 TSPAN7 TUBB6 UGT2B11 YBX3 VALK_AML_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_5 CAMK1 CCR1 CD86 EFHD2 EPB41L3 GASK1B GNS HNMT IFNGR2 KCNQ1 LILRA1 LILRB1 LILRB2 LILRB3 MAFB NOD2 PILRA PSAP PTAFR RASSF4 SIGLEC7 SIRPAP1 SIRPB1 SLC15A3 SMPDL3A STS TFEB TLR8 TYMP UBE2D1 VCAN VDR VALK_AML_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_6 ADCY2 BST2 CD74 CEP70 CFH CORO1A DPPA4 DPYSL3 DSC2 FAM110B FAM174B FOXC1 FOXF2 FTO GPC4 HIGD1A HLA-DPA1 HLA-DRA HLA-DRB1 HOXB3 KIAA0930 LTBP1 NT5DC3 PECAM1 PIEZO2 PLXNB1 RGS10 RSL1D1 SLC27A6 SMC4 SNCAIP TP53BP1 TTC27 XPA VALK_AML_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_7 ANK1 CLCN3 DNAJC6 EPB41 FAXDC2 GAPVD1 GDF15 GYPE HBBP1 HBZ KCNH2 KEL MYL4 OSBP2 PDZK1IP1 RAP1GAP RHAG RHCE SELENBP1 SLC2A1 SLC6A8 SLC6A9 SPTB TAL1 TNS1 TPM1 TRIM10 VALK_AML_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_8 ABCG2 ANK1 ARHGEF12 BCAM CDC42BPA CDH1 DCAF11 FAXDC2 FECH GYPA GYPB MOSPD1 MXI1 OPTN OSBP2 PBX1 RHCE SELENBP1 SLC6A8 SNCA TAL1 TMEM158 TNS1 TRAK2 TSPAN5 VALK_AML_CLUSTER_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_CLUSTER_9 AK5 BAHCC1 CBFB CD1C CD59 CD81 CHI3L1 CHST12 CLEC10A CLIP2 CLIP3 COLEC12 DHRS3 EMID1 FAM171A1 FCGR2B ICAM4 MGLL MN1 MSLN MTMR11 MYH11 NDE1 NRP1 NT5E OTULINL PAPSS2 PTPRM RPS6KA2 RUNX3 SPARC ST18 TGFBI TPPP3 VSIG4 VALK_AML_WITH_11Q23_REARRANGED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_11Q23_REARRANGED ACSL4 APOC2 C1orf54 CACNA2D3 CADM1 CD70 CEP15 CES1 DACH1 ENSG00000274253 HIF1A ITGA7 LAMP5 MSLN NXT2 P2RY2 PENK RET TGM5 TKTL1 TRPM4 UVRAG XAGE1B VALK_AML_WITH_CEBPA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_CEBPA ARHGEF3 ATN1 B4GALT6 BASP1 CAMP CD38 CD7 CEACAM8 CEBPA CTNNA1 DLC1 GALC GNA12 HOXA9 HOXB2 HPGDS HSPB1 IGF2BP2 IGHM IGLL1 ITM2A LCN2 LTF MEST MMP8 NDFIP1 PGLYRP1 PRR5L SEL1L3 SFXN3 SLC16A1 SUCLG2 TBL1X TNS3 TRDC TRIB1 TUBB6 VALK_AML_WITH_EVI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_EVI1 ADGRL1 AZU1 CD34 CFD CRIM1 DMXL2 EEF1A2 F2RL1 FAM30A GNAI1 IGHM MN1 MSRB1 NPDC1 PAWR PIK3C2B PPP1R16B PXDN RBPMS RNASE2 RNASE3 SMAGP SORBS3 SPRY1 SPTBN1 VALK_AML_WITH_FLT3_ITD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_FLT3_ITD ADCY2 ADGRG1 APP BAHCC1 CHRNA7 COL4A5 CYSLTR2 ENPP2 GOLGA8A HOXA4 HOXA5 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 IL1RAP IL2RA KCNK5 LAPTM4B LCT LGALS3BP LYRM1 MAGED1 MAP1A MMP2 MRC1 NR6A1 PBX3 PDE4B PDGFD PIEZO2 PIM1 QPRT SELENOP SMC4 SNRPN SOCS2 TRGC1 TRIM16 TRPC2 VALK_AML_WITH_T_8_21_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VALK_AML_WITH_T_8_21_TRANSLOCATION FGF13 HGF MYH11 ROBO1 RUNX1T1 VANASSE_BCL2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANASSE_BCL2_TARGETS_DN ABCC1 ACKR2 ACKR3 ANXA4 BCL2 BID C19orf12 CARMIL1 CCND2 CCR1 CD1D CD9 CFP CMTM3 CMTR1 COL5A1 CR2 CTSG CYFIP1 DENND2D DPH5 EDARADD ELL3 F13A1 FN1 HCST HERC6 IFI16 KIF20A LIG3 LILRB4 LTA LYZ MAP4K4 MARCKS MCOLN3 MFHAS1 MMUT MPHOSPH9 MPO MYB MYL4 NEDD4 NFKBID PGLYRP1 PIK3R4 PLA2G7 PLXNC1 PTPN22 RASGEF1B RTEL1 SPMIP4 STMP1 TCF7 TERB1 TMEM25 TRAF1 TRMT10A TRPS1 TUBG2 ZNF616 VANASSE_BCL2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANASSE_BCL2_TARGETS_UP APOA2 BASP1 CCR9 CFB CWC22 FAM209A GNAS H1-2 HSPA1A HSPA4L IGHG1 IGHM IGHV3-72 IGLV4-69 IL1RN JCHAIN KNG1 LANCL1 LIFR MACC1 MAP3K6 MBNL2 NR2F2 PILRA PON3 PPP1R2 PRDM1 RELN RYR2 SERPING1 SLC16A9 SLPI SOSTDC1 SRP54 VANDESLUIS_COMMD1_TARGETS_GROUP_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_2_UP BNIP3 CCND2 ESRP1 FGF19 HK2 MAFF MT1A NDUFA4L2 PDK1 PFKFB3 PFKP STC2 TFRC TM2D2 VEGFA VANDESLUIS_COMMD1_TARGETS_GROUP_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_3_DN CLEC1B CP CRABP1 CRABP2 DLL3 DMRT2 EN2 FEZ1 HDDC3 HOXD12 IGDCC3 MEOX2 MFAP2 MFAP4 MSLN NNAT NR2F1 NRARP NREP OLIG3 PCP4 RGS2 SCG3 SERF1A SPSB4 TCF15 TGFBI TMSB4X TRAM1L1 TRIM9 TUBB2A TUBB3 UCHL1 VCAM1 VTN WFDC1 YJU2 VANDESLUIS_COMMD1_TARGETS_GROUP_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_3_UP AASS ADM AFP ALDOA ALDOB ALPK3 AMN AP1M2 APOA2 APOA4 APOC1 APRT ARID3B BEX2 BEX4 BNIP3L CA7 CAMSAP3 CBX7 CCDC198 CCNG1 CDH1 CGNL1 CLDN2 CLDN6 CTSV CTSZ CYBA DSG2 EGLN3 ERO1A ETV5 EZR FAM162A FKBP11 FOLR1 GALK1 GRHPR HAS2 HKDC1 IER3 ITGA3 KCNE3 KRT19 KRT84 LDHA LGALS2 LIN28A LSR LY75 MATN4 MYH7 MYO7A NHERF1 PDZK1 PFKL PHLDA2 PKP2 PLCXD1 PLEKHA2 PODXL PRSS8 REEP6 RENBP RNASE4 SCARB1 SHMT2 SLC13A4 SLC16A3 SLC39A5 SNCA SPINT1 SPP2 STARD10 TAGLN2 TF TM4SF5 TNNT2 TPI1 TRIM25 TSPAN8 UPP1 VANDESLUIS_COMMD1_TARGETS_GROUP_4_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_4_DN C1QTNF3 CKB COL26A1 COL3A1 FABP7 HOXD11 LHX9 METRN NEUROD1 OXCT1 PAX1 RSPO1 SERPINF1 TMEM98 TPPP3 TTPA UNC5A VANDESLUIS_COMMD1_TARGETS_GROUP_4_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_COMMD1_TARGETS_GROUP_4_UP AFP APOA1 APOE APOM APOOL CA4 CLIC6 EMB KRT18 LGMN NR6A1 S100G SLC2A1 SLC2A3 SPINK1 TCFL5 TTR VANDESLUIS_NORMAL_EMBRYOS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_NORMAL_EMBRYOS_DN ALAS2 BASP1 CABP1 CRTC1 HBA2 HBE1 HBG1 HBZ HOXC10 HP1BP3 HS3ST1 IAPP KCNH2 NUDT4 OR1E2 PCOLCE PF4 POP4 SLC39A6 TESK1 VIM VANDESLUIS_NORMAL_EMBRYOS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANDESLUIS_NORMAL_EMBRYOS_UP ACTBL2 CREB3L3 ETV2 HESX1 PPFIA2 VANHARANTA_UTERINE_FIBROID_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANHARANTA_UTERINE_FIBROID_DN ABCA8 ABLIM1 ACKR3 ADD3 ADH1B ADIRF APOL3 ATF3 BCL6 BIRC3 C1R C1S CBX7 CITED2 CXADR DAPK1 EFHD1 EGR1 ERAP1 EZR GADD45B GATA2 GIMAP6 GSAP GSDME GSTM5 HIVEP2 HOXA5 HSPA1A IER2 KLF2 KLF4 KLF5 KLHL2 LEPR LTBP1 MAFF MAP3K5 MDFIC MOXD1 MS4A4A MSX1 NAMPT NDRG1 NFIB NR3C1 NR4A2 ODC1 PAWR PDLIM1 PHYHIP PLAAT4 PLCE1 PTCH1 PTGER3 RARRES2 RASA4 RBP1 RIPOR2 RTN3 SMAD7 SOX17 STK26 TFPI TNXA TRIB1 WFS1 VANHARANTA_UTERINE_FIBROID_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANHARANTA_UTERINE_FIBROID_UP ART4 CCND1 COL1A1 COL3A1 COL4A1 COL4A2 COL5A2 COL9A2 CRMP1 DDB2 EDNRA EFNB2 ERCC3 FDXR FN1 GPM6B HEPH HSD17B6 HTR2B IGF2 IGSF3 ITM2C LOXL2 LTBP2 MEST MFAP2 MMP11 NAV2 PDE8B PLAAT1 PLP1 PRKCB SATB2 SOX4 SPCS3 STARD13 SULF1 TFAP2C TGOLN2 TMSB15A TRPS1 TYMS ZFYVE9 ZMAT3 VANHARANTA_UTERINE_FIBROID_WITH_7Q_DELETION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANHARANTA_UTERINE_FIBROID_WITH_7Q_DELETION_DN AKAP6 ALDH1B1 APBB2 ARIH2 B4GALT7 CADM1 CAPZA2 CAV2 CLIC4 CLN5 COX15 EEF1A1 EIF4E2 EML4 GAA GAPVD1 HEG1 IFI16 ING4 LYST MCAT MICU1 NCOR1 NEK11 OSBPL1A PDE3B PDE8A PINK1 POLR1C PRRG1 RPL34 SASH1 TTF2 VPS13D VPS52 WIPI2 VANHARANTA_UTERINE_FIBROID_WITH_7Q_DELETION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANHARANTA_UTERINE_FIBROID_WITH_7Q_DELETION_UP ANP32E BCS1L CARS2 CCHCR1 CNOT2 CSE1L DDX10 EFS EIF1AX EIF5B EMC6 EMG1 ERCC6 FARP1 FBXO11 FBXO21 GON4L GOSR2 HCFC1 HIC2 IGFBP5 ISG20L2 KERA MAX MIA3 MYDGF NAA16 NAP1L3 NPRL2 NXT1 PAPOLA PCF11 PCMT1 PHGDH PRUNE2 PSD3 PTP4A1 PTPN2 RAD23B RAD51C RBBP6 RBBP7 RNF138 RUVBL2 SLC25A38 SLC35A2 SMARCA4 SRSF3 STX18 TBPL1 TCEA1 TIMM9 TMEM231 TMPO TNFAIP8 TRAPPC2 TRMT61B TSC22D2 TTC27 U2AF1 UBR7 VEZF1 VEZT YTHDF1 ZDHHC6 ZFP64 VANLOO_SP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANLOO_SP3_TARGETS_DN ACBD4 ADA AKAP7 ALDOB ANXA4 AP1S3 AQP1 C1QB CAMK1 CAVIN3 CD302 CD5L CD82 CDO1 CFAP57 CFP CISD3 CLEC10A CRTAP CTSH DAPK2 DHRS4 DHRS7 DNASE1L1 EHHADH EVC EVI2A F7 FABP2 FAH FUOM GCAT GLRX GNG10 GPR155 GPX7 HAVCR1 HIPK3 HSD17B11 IFI30 IL18RAP ITGA6 KHK KLK8 KRT20 KRT8 LEFTY1 LGALS2 LGALS3 LGMN LIPH MAOA MARCO MFSD10 MTARC1 MTHFS MYD88 NME4 NT5C3B NUPR1 NXPE2 P2RX4 PDK1 PDZK1IP1 PITPNM1 PTGR1 QPRT RABEPK RNH1 RPP40 RPS6KA4 SERPINB6 SLC39A5 SLC66A3 SP3 SPEG TAC3 TCF19 TM2D2 TOM1L1 TOP1MT TPMT TSPO TXNRD3 UGT2B10 UGT2B7 UPB1 YDJC ZDHHC2 VANLOO_SP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANLOO_SP3_TARGETS_UP DMC1 ITGA4 MACROD1 NUPR1 PNLIPRP2 RBM45 SERPINB2 TCFL5 TRIB3 VANOEVELEN_MYOGENESIS_SIN3A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANOEVELEN_MYOGENESIS_SIN3A_TARGETS ABCC5 ABHD6 ABI2 ACTR1B AHCY ANKRD13B ANKRD26 ANXA5 APPL2 ARHGAP22 ARHGAP33 ARHGAP5 ARPC1B ASXL1 ATP6V1A BAZ1A BBS5 BCL2L11 BLZF1 BTBD6 BTD C17orf80 C1orf131 C6orf226 CAB39L CAMK2A CCDC71 CCT5 CDH6 CEP68 CEP85 CHCHD4 CHTF8 CIART CKS1B CLCN3 CLCN5 CMAS CNPPD1 COA5 COA7 COLGALT1 COQ10B CREB1 CTU2 DAP3 DCLRE1B DCTD DDX51 DPAGT1 DPP3 DTL DUSP10 DUSP2 DUSP7 E2F6 EDA2R EIF2B1 ENOPH1 ERF ERGIC1 ERGIC3 ETFB FAM114A2 FAM53B FBXL8 FHIT FLII FTL GEMIN5 GFER GNG5 GNL2 GNPTAB GNS GON7 GPANK1 GPC5 GTPBP2 HACD3 HAX1 HIPK2 HMGA1 HMOX1 HOXC8 HP1BP3 HS2ST1 HSP90B1 IDH3A ING5 IQCB1 KANK2 KIAA1191 KIF17 LDLR LIF LIN28A LMLN LPCAT3 LRIG1 MBTD1 MCTP2 MED15 MFSD5 MINK1 MLYCD MRPL57 MRPS16 MRPS33 MRPS36 MSANTD4 MTRF1L MXI1 MYO6 MZT1 N6AMT1 NAP1L4 NDOR1 NDRG1 NFIL3 NLN NMD3 NOA1 NOP16 NPPB NRM NSUN3 OGFOD2 OGN OLA1 PACC1 PARG PARPBP PBLD PFKL PGLS PHF5A PHKB PIBF1 PIK3IP1 PKP4 PMM2 PMS2 PNPLA6 POLR1G POP7 PPP1R11 PPP2R2A PPP2R3C PPP3CB PRRG4 PRXL2C PTDSS2 PTPN1 RAD51AP1 RAE1 RALA RARA RCN1 RHBDD2 RIC8A RIOX2 RIPOR1 RNF114 RNF13 RNF181 RPP38 RPS24 RPS9 RPSA SCAMP2 SCLT1 SDC1 SERF1A SH3GL1 SIPA1L1 SLC12A9 SLC25A40 SLC35A5 SLC39A3 SLC7A6OS SOD2 SORCS2 SSTR1 ST6GAL1 STK19 SUCLG2 SUPT6H SURF2 TAB3 TAC4 TBC1D24 TBCA TERF2IP TFB1M THOC3 TJP1 TMCO3 TOMM34 TRMT6 TRPV2 TSEN54 TXNRD1 UCHL3 URB2 USP5 VAMP3 VAMP4 VMP1 VPS35 VPS52 VSIR WWP2 ZBTB5 ZCCHC24 ZDHHC20 ZNF189 ZNF248 ZNF565 ZNF667 ZWILCH VANTVEER_BREAST_CANCER_BRCA1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_BRCA1_DN ANKRD50 APPL2 BLTP2 BMPR2 CA2 CCDC74B CDH11 CSNK1A1 CTSK DKK3 DNALI1 ECI1 ETFB FAM110C FMOD GLI3 GOLM1 HDGFL3 HSD11B2 ITGBL1 KLHL2 MID1IP1 NEURL1B NQO1 PIGT PRKD1 PRKG1 PRRX2 RGP1 RPL23A SCAMP1 SH3BP4 SKP1P1 SLC9A2 SYNJ2BP TPPP3 UBE2Q2 UNC119 VEZF1 ZFHX3 ZNF395 VANTVEER_BREAST_CANCER_BRCA1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_BRCA1_UP ART3 ATAD3A CCL2 CD19 DENND1B DNTTIP2 EEF1D EML4 GLMN IGHM KCNN4 KDM2B MTF2 MYBL1 MYC OGG1 PACSIN3 PIM2 POU2AF1 PPP1CB PUM3 REXO2 RRP1 RRP1B RTCA SERBP1 SLC11A2 THEMIS2 TRIP6 UCHL5 VPREB3 VRK2 WDR43 ZPR1 VANTVEER_BREAST_CANCER_ESR1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_ESR1_DN ABRACL ADAMTS7 ADM AGFG1 AMD1 ANLN APOBEC3B ASNS ASS1 ATAD3A ATL3 ATP1B3 BCL11A BCL2A1 BIN1 BIRC2 BLM BTG3 BUB1 C21orf91 CA9 CCL18 CCL5 CCNB2 CCNC CD180 CDC20 CDCA8 CDH3 CDK2AP1 CEBPG CENPA CEP55 CHI3L1 CHIC2 CHST2 CLCN4 CORO1C CREB3L2 CSRP2 CSTB CTPS1 CTSC CTSV CX3CL1 CYB5R2 CYBA CYBB DAPK1 DEF8 DEFB1 DESI2 DSC2 DUSP2 DUSP9 DYSF EGFL6 EML4 ENO1 EPHA2 FABP7 FAM171A1 FAM20A FANCA FDX1 FIRRM FNDC3B FOXC1 FSCN1 FZD9 GABRP GAPDH GAPDHS GATAD2A GBP1 GDF5 GLIPR1 GMPS GOLT1B GPRC5B GPRIN2 GPSM2 H1-1 HDGF HEBP2 HIF1A HJURP HK3 IDO1 IFNAR2 IFRD1 IL15RA ILF2 IMPA2 INHBC ITGB2 JRKL KATNA1 KCNK5 KCNN4 KIF1B KIF2C KRT16 KRT23 KRT6B KRT7 LAD1 LAMP3 LDHB LGALSL LILRB3 LMO4 LPIN1 LPXN LYN MALL MAPRE2 MARCO MCM5 MCM6 MEAK7 MELK MEMO1 MID1 MMP7 MPZL1 MRAS MSN MTMR2 MYBL2 MYO10 NASP NCAPD2 NCK1 NDRG1 NF2 NFKBIE NMB NMI ODC1 OPTN P2RY6 PADI2 PDCD5 PDIA6 PDXK PDZK1IP1 PEDS1 PFKP PGM1 PHACTR2 PHGDH PIM1 PIMREG PKP1 PLEKHG1 PLSCR1 PLTP PPP1CB PRIM2 PROM1 PSAT1 PSME4 PSMG1 RAB6B RAD54L RARRES1 RBMS1 RCAN1 RDX RNF114 RRP1 RSRC1 RSU1 S100A10 SAMD4A SCHIP1 SEM1 SERBP1 SFT2D2 SH3BP1 SLC2A5 SLC2A6 SLC35C1 SLC43A3 SMCO4 SNN SOD2 SOX10 SRGN SRSF7 ST14 ST8SIA1 STEAP3 STIL SYNCRIP TBC1D1 TBPL1 TCN2 TES THEMIS2 TM4SF1 TMCC2 TMEM123 TMEM45A TMSB10 TNF TNFAIP3 TNFRSF21 TOPBP1 TRIM29 TRPV6 TTC7A TTK TTYH1 UBE2E3 UCHL3 UCK2 UGP2 UGT8 UQCRH VGLL1 WARS1 YBX1 VANTVEER_BREAST_CANCER_ESR1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_ESR1_UP ABAT ABCA3 ACADSB AFF1 APPL2 AQR BAG1 BCL2 BHLHE40 BRD8 BTBD9 BTF3 C3orf18 C4A CA12 CAMLG CCDC106 CCDC74B CCNG2 CELSR1 CERS2 CERS6 CHAD CHD6 CHRD CIRBP CISH COX6C CXXC5 CYB5R1 DBNDD2 DELE1 DNAJC12 DNALI1 ECI1 EEIG1 ELOVL5 EML2 ERBB3 ERBB4 ESR1 EVA1B EVL FAAH FAM110C FAM174B FAN1 FARP2 FBP1 FGD3 FOXA1 FUT8 GADD45G GATA3 GFRA1 GLI3 GPD1L GPR162 GREB1 HDAC11 HEXIM1 HHAT HMGCL HNRNPA1 HSD17B4 HTT IGBP1 IGFBP4 IL6ST INPP5J IRS1 ITPK1 KCTD3 KDM4B KIAA0232 KIF13B KIF16B KRT18 LAMB2 LONRF2 LRBA LRIG1 LZTFL1 MACIR MAGED2 MAN2B2 MAST4 MCCC2 MED13L MEIS3P1 MINDY1 MREG MRPS27 MYB MYLIP MYO5C NAT1 NEDD4L NEK9 NHERF1 NPDC1 OVOL2 P4HTM PBX1 PCSK6 PEX19 PIGT PPP1R26 PREX1 PTP4A2 PTPRT QDPR RAB11FIP3 RARA RBM47 RETREG1 RNF103 SCAMP1 SCCPDH SCUBE2 SEC14L2 SKP1P1 SLC16A6 SLC35E2B SLC39A6 SNX1 SOX12 SPDEF SPEF1 SREBF1 STARD10 SYBU SYNGR1 TBC1D9 TCEAL1 TFF3 TMBIM4 TMBIM6 TOGARAM1 TP53INP1 TPBG TSPAN13 TUSC2 UGCG VAV3 WDR6 XBP1 ZBTB40 ZNF587 VANTVEER_BREAST_CANCER_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_METASTASIS_DN ADGRG6 ADM AGFG1 ARMC1 ASNS ASPM ATAD2 AURKA BIRC5 BNIP3 BUB1 CA9 CCNB2 CCNE2 CDC25B CDC42BPA CDK16 CENPA CENPN CKS2 CMC2 COL4A2 CP CTPS1 CTSV DCK DEGS1 DENND11 DEPDC1 DIAPH3 DLGAP5 DTL ECT2 ESM1 EXT1 EZH2 FBXO5 FLT1 GBE1 GGH GMPS GNAZ GPSM2 HACD2 HJURP HMGB3 IGFBP5 INAVA INTS7 IVNS1ABP KIF14 KIF21A LPCAT1 LRP12 MAD2L1 MAPRE2 MCCC1 MCM6 MELK MGAT4A MLLT10 MMP9 MRPL13 MTDH MTMR2 NDC80 NDRG1 NMB NMU NUSAP1 ORC6 OXCT1 PALM2AKAP2 PAQR3 PFKP PGK1 PIMREG PIR PITRM1 PLAAT1 PLEKHA1 PRAME PRC1 PSMD2 PSMD7 PTDSS1 RAB6B RAD21 RFC4 RRAGD SACS SERF1A SLC2A3 SLC7A1 SMC4 SPC25 STK3 STMN1 STX1A SYNCRIP TFRC TK1 TMEM45A TMEM65 TMEM74B TRIP13 TSPYL5 UCHL5 VEGFA VANTVEER_BREAST_CANCER_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_METASTASIS_UP ACADS ALDH4A1 ALDH6A1 AP2B1 BBC3 BTG2 CCDC74B CCN4 CHPT1 CIRBP EBF4 ECI2 ELAPOR1 ERGIC1 EVL FBP1 FGF18 FUT8 GSTM3 INPP5J IP6K2 KIAA1217 KIF3B KRT18 LAMP5 LETMD1 MATN3 MS4A7 MYLIP MYRIP NEO1 PCSK6 PDIA4 PEX12 QDPR RAB27B RBP3 RPS4X SCUBE2 SEC14L2 SPEF1 STK32B TBC1D9 TBX3 TGFB3 VANTVEER_BREAST_CANCER_POOR_PROGNOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VANTVEER_BREAST_CANCER_POOR_PROGNOSIS ADGRG6 ALDH4A1 AP2B1 BBC3 CCN4 CCNE2 CDC42BPA CENPA CMC2 COL4A2 DCK DIAPH3 DTL EBF4 ECI2 ESM1 EXT1 FGF18 FLT1 GMPS GNAZ GSTM3 IGFBP5 LPCAT1 MCM6 MELK MMP9 MS4A7 MTDH NDC80 NMU NUSAP1 ORC6 OXCT1 PALM2AKAP2 PITRM1 PLAAT1 PRC1 RAB6B RFC4 SCUBE2 SERF1A SLC2A3 STK32B TGFB3 TMEM65 TMEM74B TSPYL5 UCHL5 VARELA_ZMPSTE24_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VARELA_ZMPSTE24_TARGETS_DN AKR1C4 ALDH1A1 ALDH3A2 ALDOB BPHL C11orf54 CA3 CAT CD1D CPT2 CYP2B6 EHHADH FABP1 FMO1 G0S2 HSD17B10 IDI1 IFI27 IGFALS INMT INPP5B KLKB1 LASP1 LYZ MIX23 NOCT OSTC OTC PDZK1 PHLDA1 RDH16 REEP6 RGN S100A10 SERPINA12 SLC31A1 SULT1B1 TMEM176A TP53INP2 VNN1 XIST ZAP70 VARELA_ZMPSTE24_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VARELA_ZMPSTE24_TARGETS_UP ADARB1 ATF3 ATF4 BAIAP2 BCL2L1 BTG2 BTG3 C15orf39 CD14 CDKN1A CIRBP CRCP CSNK1D CUX2 CYP26A1 CYP2C19 DDIT4 ERF GADD45A GADD45B GADD45G H1-2 KLF3 LEPR MAPKAPK2 MKNK2 MYC NCDN NR1D1 PI4K2A PIM3 RGS16 SESN1 SLC20A1 SLC25A51 SNHG6 SNORD30 SUSD6 TIPRL TNFRSF1B TSR1 TXNIP ZBTB16 ZFP36L2 VART_KSHV_INFECTION_ANGIOGENIC_MARKERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VART_KSHV_INFECTION_ANGIOGENIC_MARKERS_DN ADGRB1 ANG ANGPT1 ANGPTL1 ANGPTL3 ANGPTL4 ANPEP BTG1 C10orf55 CCL2 CCN2 CD36 CDH5 CEACAM1 CFH CFHR3 CHGA CHRM4 CNMD CSF3 CXCL1 CXCL5 CXCL8 CXCR2 DDI1 DIXDC1 DLL1 DLL3 DVL1 DVL2 DVL3 EFNA5 EGF EPAS1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA7 EPHA8 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 EREG F2 F2RL1 F7 FGF2 FGF6 FGFR1 FGFR2 FGFR3 FGFR4 FLT4 FRS2 FRS3 FRZB FZD1 FZD10 FZD2 FZD3 FZD5 FZD7 FZD8 GRB14 HAND2 HEY2 HEYL HGF HSPB2 ID1 ID3 IFNG IGF1 IL17F KLK3 KLLN LAMA5 LEP LPXN MCPH1-AS1 MDK MMP19 MMP2 NAA15 NOTCH1 NOTCH2 NOTCH3 NPPB NPR1 NRP2 NUDT6 OSM PDGFC PDGFRA PDGFRB PHEX PLG PLXDC1 PROK2 PRSS23 PTEN PTGS1 PTN RAMP1 RAMP2 RHOB RPS20P22 SDAD1-AS1 SERPINB5 SFRP1 SFRP5 SLC19A1 STAB1 TGFA TGFB1 TGFB2 THBS1 THBS1-IT1 TIE1 TIMP3 TMEM198B TMPRSS6 TNFRSF12A TNFSF15 TYMP VEGFA VEGFB WNT2B WNT5B WNT7A WNT7B VART_KSHV_INFECTION_ANGIOGENIC_MARKERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VART_KSHV_INFECTION_ANGIOGENIC_MARKERS_UP ADM AGGF1 ANGPT1 ANGPT2 ANGPT4 ANGPTL1 ANGPTL2 ANGPTL6 ARL5C ATG9B BTG1 CABLES2 CALCRL CALR CAST CCL11 CCL5 CCN1 CCR5 COL15A1 COL18A1 COL4A2 COL4A3 CXCL10 CXCL11 CXCL12 CXCL2 CXCL3 CXCL5 CXCL6 CXCL9 CXCR1 CXCR4 DLK1 DLL1 DLL3 DLL4 EFNA1 EFNA2 EFNA3 EFNB1 EFNB2 EGFL7 ENG EPHA1 EPHA10 EPHA3 EPHA4 EPHA6 EPHA7 EPHA8 EPHB1 EPHB3 ERAP1 ERBB2 F2R F3 FGF1 FGFR1 FGFR2 FGFR3 FLT1 FLT4 FRS2 FRZB FZD4 FZD6 FZD7 FZD9 GRB2 GRB7 HEG1 HEY1 HGF HIF1A HMOX1 HPSE IFNA1 IFNB1 IGF1 IL10 IL12A IL18 IL1B IL6 IL6-AS1 IL6ST ITGAV ITGB3 JAG1 JAG2 KDR KRT1 LPA MMP1 MMP19 MMP9 NAA15 NOS3 NOTCH2 NOTCH4 NPR1 NRP1 NRP2 OSMR PDGFA PDGFB PDGFD PDGFRA PECAM1 PF4 PGF PHEX-AS1 PLAT PLAU PLAUR PLXDC1 PRL PROM1 PTEN PTGS1 PTGS2 PTN RAMP3 ROBO4 S1PR1 SERPINC1 SERPINF1 SFRP2 SFRP4 SH2D2A SPARC SPHK1 SPP1 STAB1 STAB2 SYN1 TEK TGFB1 TGFB3 TGFBR1 THBS2 TIE1 TIMP1 TIMP2 TIMP3 TMPRSS6 TNF TNFAIP2 TNFSF13 TNMD TNNI3 TNNT1 VEGFA VEGFC VEGFD WNT1 WNT10A WNT10B WNT2 WNT2B WNT5A WNT5B VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_DN AADAC ABCG2 ABCG5 ABHD12 ABHD13 ADH1C ADRA2A AK1 AKR1C1 AKR1C3 ALDH3A1 ALDOB ARFGEF3 ARX ATP10B BCL2L15 BLNK BLVRB BTD BTNL8 C6orf58 C9orf152 CA13 CA2 CALML4 CAPN13 CAPN9 CCSER1 CDC42EP5 CENPV CES2 CFTR CHAC2 CHCHD10 CHCHD5 CKMT1B CLDN15 CLDN18 CLDN23 CLRN3 COX8A CPS1 CRIP1 CYB561D1 CYC1 CYSTM1 DANCR DDT DERL1 DHRS11 DOT1L DPP3 DSC2 EIF3H ELAPOR1 ENTPD3 EPN3 ESCO2 ETHE1 FAM3D FMO5 FXYD3 GATA4 GCNT1 GCNT3 GMDS GOLM1 GOT1 GP2 GPA33 GSDMB HBA1 HBB HEPACAM2 HGD HMMR HSD17B2 IFT57 ISG20 KCNE3 KCNK10 LGALS4 LIG3 LINC01133 LPCAT4 MLPH MS4A8 MUC1 MYEOV NAT1 NAT2 NDUFA7 NMU NUDT6 ODAM OTC PCBD1 PDCD6P1 PIP5K1B PLAAT2 POLD4 PRADC1 PRSS2 PRSS3 PTPRN2 RACGAP1P1 RBM19 REEP6 REG1A REG3A REG4 RER1 RHPN2 RPS27L RPSAP44 S100P SENP8 SERPINB1 SLC4A4 SLPI SMDT1 SMIM31 SNRNP25 SSNA1 SST SSTR1 STARD10 STEAP3 SULT1A2 SULT1C2 SYBU TFF2 TFF3 TM4SF20 TMC5 TMEM238L TMEM45B TMPRSS2 TPD52 TSIX VILL VPS28 VSIG2 WNK4 XRCC4 ZBTB7B VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VECCHI_GASTRIC_CANCER_ADVANCED_VS_EARLY_UP ACTL8 ADAM12 ADAMTS12 ADAMTS2 AKT3 ALDH1L2 ALOX5 AMIGO2 ANGPT2 ANOS1 ANTXR1 APOC1 ARL4C ARMCX1 AUTS2 AXL BCAT1 BCL6 BGN BICD1 BMPR1B C3AR1 CALD1 CARMN CAV2 CCDC88A CCN4 CD163 CDH11 CDH6 CDK14 CEMIP CEP170 CHST11 CMTM3 COL10A1 COL11A1 COL12A1 COL15A1 COL1A2 COL4A1 COL5A2 COL8A1 CPE CPNE8 CRISPLD1 CST4 CTHRC1 CYP1B1 CYP7B1 DAB2 DDR2 DSE EDNRA EFEMP1 EGFL6 EPHA4 ESM1 FAP FBN1 FBXO32 FKBP14 FMO2 FN1 FNDC1 FRMD6 FSTL1 GAS1 GDAP1 GFPT2 GIGYF2 GLIS2 GNB4 GPC6 GPNMB GSDME GUCY1A1 GXYLT2 HAVCR2 HDGFL3 HES2 HEY1 HLA-DQB1 IBSP IER5L IGF2BP3 IGFBP3 IL1RAP IL24 IL6 INHBA ISM1 ITGBL1 JMY LAMA2 LINC01614 LOX LPL LTBP2 MAFB MAGEH1 MAP3K4-AS1 MGP MIR1245A MIR181A2HG MMP11 MOXD1 MSR1 MTCL1 MYH10 NID2 NIPBL NOX4 NREP NTM NUAK1 NXN PALM2AKAP2 PCED1B PDE3A PDGFC PGBD1 PIK3R5 PLA2G7 PLAU PLOD2 PLXDC2 PRDM6 PRELP PRRX1 QKI RAB31 RARRES1 RBMS1 RIMKLB RNF213 SALL4 SEPTIN11 SFMBT2 SFRP2 SFRP4 SLC1A3 SLC2A3 SLC5A3 SLIT2 SNAI2 SNHG33 SNX10 SOD2 SOHLH2 SPARC SPOCK1 SPP1 ST3GAL1 STC2 SULF1 TAFA5 THBS1 THBS2 THBS4 TIAM1 TIMP3 TLR2 TMEM132A TMEM45A TNFAIP6 TPRG1 TRIM6 TRPC1 TWIST1 UBE2QL1 USP51 VCAN VSIG10L WNT2 WWTR1 ZNF423 ZNF532 VECCHI_GASTRIC_CANCER_EARLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VECCHI_GASTRIC_CANCER_EARLY_DN AADAC ABAT ABCA8 ACE2 ACKR4 ACOX2 ADA ADGRG2 ADGRL3 ADH1B ADIPOQ ADRB2 ADTRP AFF3 AGTR1 AKR1C1 ALDH1A1 ALDH1A2 ALDH1L2 ALDH6A1 ALKAL2 AMPD1 ANGPT1 ANGPTL1 APOA1 APOC3 AQP4 ARHGAP24 ARMCX1 ARMCX2 ARRDC4 ASAH2 ASPA ATOSA ATP13A4 ATP1A2 ATP4A ATP4B BCHE BEND5 BEX1 BEX2 BEX5 BHLHA15 BMPR1B BNIP3 BPIFA1 C14orf132 C16orf89 C6 C7 CASQ2 CAVIN2 CBLIF CCL5 CCPG1 CCR2 CD302 CD36 CD79A CDH19 CEP85L CFH CFL2 CGNL1 CHGA CHGB CHRDL1 CHRM3 CITED2 CKMT2 CLDN10 CLDND1 CLTRN CLU CNN1 CNTN1 COL4A6 COLCA1 CPA2 CPE CWH43 CXCL12 CYBRD1 CYP1B1 CYP2C18 CYP2C19 CYP2C9 CYP3A4 CYTIP DAB1 DMD DNAJC6 DNER DPT DTNA DTNB-AS1 DUSP5 EBF1 ECHDC3 ECRG4 EFEMP1 ELAPOR1 ELL2 ENPP2 ENTPD3 ENTPD5 ERBIN ERO1B ESRRG ETNPPL EVI2B F11 F13A1 FABP4 FAM107A FAM30A FAM3B FCRL5 FHL1 FIGN FKBP5 FMO5 FUT9 GABARAPL1 GABRB3 GADD45B GAS1 GATA5 GC GCNT2 GHR GIP GKN1 GKN2 GLUL GMPR GNAO1 GNG7 GPER1 GPM6B GPR155 GPR27 GPX3 GREM2 GRIP2 GSPT2 GSTA1 GSTA3 GUSBP11 HDGFL3 HHIP HLA-DOB HLF HMGN5 HPGD HSPB8 ID4 IDUA IGHA1 IGHM IGKJ5 IGKV1D-13 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGLC2 IGLV3-25 IL6R INA IRX2 IRX3 ITIH5 ITM2A JAM2 JCHAIN JHY KANK4 KCNE2 KCNJ15 KCNJ16 KCNJ5 KCNMB2 KIF5C KIT KLF15 KLF9 LAMA2 LARP6 LDB3 LDHB LEPR LIFR LINC00261 LINC00667 LINC02381 LIPF LONRF2 LRRC17 LY9 LYVE1 MAF MAGEH1 MAGI2 MAL MAMDC2 MANEA MAOA MAP7D2 MAP9 MCTP1 MDFIC MEP1B MFAP5 MFSD4A MT1E MT1F MT1H MT1M MT1X MTTP MYOC MYOT MYRIP MZB1 NAP1L2 NCAM1 NDNF NEXMIF NLRP7 NLRX1 NME5 NR3C1 NR3C2 NT5DC1 NTN4 NTRK3 OMD P2RY14 PALM2AKAP2 PBLD PCDH20 PCDH7 PCDH9 PDGFC PDGFD PDK4 PELI2 PGA5 PGC PGM5-AS1 PID1 PIK3CG PKIB PLCXD3 PLIN1 PLLP PLN PLP1 PLPP3 PNOC POU2AF1 PPOX PPP2R3A PRDM16 PRDM16-DT PRIMA1 PRKACB PRKD3 PTGDR2 PTGER3 PTPRZ1 PWWP3B RAB27A RAB9B RAI2 RASSF10 RBMS3 RBP2 RBPMS2 RCAN2 REG1A RETNLB RGMB RGS13 RGS4 RIMS3 RNF180 RNLS RORA RPS6KA6 SBSPON SCARA5 SCGB2A1 SCN7A SCUBE2 SELENOP SEMA4A SEPTIN6 SERPINI1 SETBP1 SFRP1 SH3GL2 SHISA3 SIDT2 SLAMF7 SLC15A1 SLC16A7 SLC18A2 SLC1A2 SLC26A7 SLC28A2 SLC2A12 SLC2A2 SLC36A4 SLC51A SLIT2 SMARCA1 SMIM11 SMIM38 SMLR1 SNHG14 SNRPN SNX24 SOBP SORBS2 SOSTDC1 SOX2 SOX6 SPART SPESP1 SPINK2 SRPX SST SSTR1 ST3GAL6 ST8SIA4 STAP1 STOX2 SULT1B1 SULT1E1 SULT2A1 SUSD4 SVEP1 SYNM SYNPO2 SYT4 TCEAL2 TENT5C THSD4 TMED6 TMEFF2 TMEM100 TMEM47 TMPRSS15 TMPRSS6 TMT1A TNFRSF17 TRG-AS1 TRGC1 TSC22D3 TTLL7 UBE2J1 UBE2QL1 UBL3 UGT2B11 UGT2B15 UGT2B17 UNC5D USP51 VEPH1 VLDLR VSTM2A WIF1 WIPF3 YIF1B ZBTB16 ZNF385B ZNF471 ZNF667-AS1 ZNF677 ZNF844 VECCHI_GASTRIC_CANCER_EARLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VECCHI_GASTRIC_CANCER_EARLY_UP AATF ABHD10 ABHD11 ABHD12 ACAA2 ADAT2 ADORA2B AGO2 AIFM2 AJUBA ALYREF ANKRD10 ANLN ANP32E APEX2 ARHGAP8 ARL5B ARPC4 ASCL2 ASPM ASS1 ATAD2 ATG16L1 ATP10B ATP11A AURKA BARD1 BID BIRC5 BMS1 BOK BRCA1 BRIP1 BUB1 BUB1B BUB3 BYSL C8orf33 CALML4 CAMK2N1 CBX2 CCNA2 CCNB1 CCNB2 CCNE1 CCT3 CCT6P3 CD9 CDC20 CDC25B CDC34 CDC6 CDCA2 CDCA5 CDCA7 CDH17 CDH3 CDK1 CDK12 CDK6 CDKN3 CDR2L CEMIP CENPA CENPF CENPH CENPK CENPM CENPN CENPU CENPW CEP55 CEP72 CFTR CHEK1 CHI3L1 CKAP2 CKS1B CKS2 CLDN1 CLDN2 CLDN3 CLDN7 CLN8 CLRN3 COL7A1 COMMD5 CPLX1 CRIP1 CSE1L CSPG5 CSTF3 CTSB CTSV CXCL1 CXCL3 CXCL5 CXCL8 CYC1 DCAF13 DEPDC1 DEPDC1B DGKH DHFR DHX8 DKC1 DLEU2 DLGAP5 DPP3 DSCC1 DTL DUXAP8 E2F7 E2F8 EBNA1BP2 ECT2 EFNA2 EFNA4 EFTUD2 EIF3B EML4 ENO1 EPHA1-AS1 EPHB2 EPPK1 ESCO2 EZH2 F12 FAM133B FAM50A FAM72C FAM83H FANCD2 FANCI FAR2 FBXO31 FBXO32 FEN1 FERMT1 FIGNL1 FOSL1 FOXM1 FOXP4-AS1 FUBP1 GABBR1 GAD1 GAS5 GDF15 GGH GINS1 GINS2 GINS4 GLRX3P2 GPRC5A GPSM2 GRN GSS GSTCD GTPBP4 GTSE1 GUCY2C H19 HMGA1 HMGB1 HMGB3 HMMR HOXA10 HOXA9 HOXC6 HSPA8 HSPB1 HSPE1 HSPH1 HUS1 IDH3B IER5L IFI6 IFITM1 IFITM2 IFITM3 IL15RA IL17RB ILDR1 INHBA INTS2 ISG15 ITGA2 ITPA JPH1 JPT1 JPT2 JUP KCNE3 KCNN4 KDM1B KICS2 KIF14 KIF15 KIF18B KIF20A KIF26B KIF4A KIF9 KLF5 KLHL21 KLK10 KLK6 KLK7 KNL1 KRT18 KRT7 LACTB2 LAMA3 LAMA5 LAMC2 LAPTM4B LCN2 LIF LINC01004 LRP8 LYAR MACC1 MAD2L1 MAGEA3 MARVELD3 MCF2L MCM10 MCM2 MCM4 MCM5 MCM7 MELK MELTF MIPEP MIR17HG MIRLET7BHG MKI67 MMP3 MMP7 MRPL13 MRPS10 MRPS16 MRPS17 MRPS28 MRTO4 MSRB1 MSX2 MTCH2 MTFR2 MTHFD1L MUC13 MUC3A MYB MYBL2 MYEOV MYG1 MYOF MZT1 NAA25 NASP NCAPG NCAPG2 NCBP2 NDC80 NEAT1 NEK2 NELFCD NME1 NMU NOP16 NOP56 NPIPA1 NPM1 NPM1P22 NSD2 NSUN5 NTPCR NUDCD1 NUDT6 NUF2 NUP155 NUP58 NUP62CL NUP93 NUSAP1 OVOL1 PABPC1L PARPBP PBK PCBD1 PCLAF PDCD6 PDP1 PDSS1 PDZK1IP1 PFDN2 PFDN4 PFKP PGRMC1 PHF20 PI3 PIEZO1 PITPNB PMEPA1 PMS2P5 POLD3 POLR2G POP1 POP7 PRC1 PRELID1 PRMT1 PROX1 PRPF4 PRR11 PSMA7 PSMB8 PTMA PTMAP4 PTRH1 PTTG1 PUS7 RACGAP1 RAD18 RAD51AP1 RAD54B RANBP1 RARRES1 RASGEF1A RBM19 RBM26 RBM42 RFC3 RNF123 RP9 RPA3 RPL8 RPN1 RPS21 RRM2 RRS1 RUNX1 RUVBL2 S100A10 S100A11 S100A6 SAC3D1 SAMD5 SATB2-AS1 SCRIB SCYL1 SDHAP1 SEMA4B SFR1 SFXN4 SGO2 SHANK3 SHKBP1 SHQ1 SKA3 SKP2 SLC28A3 SLC39A10 SLC39A4 SLC4A11 SLC52A2 SLC6A8 SMARCA4 SMARCE1 SMC4 SNHG4 SNORD104 SNRPB SNRPD1 SNX5 SOD2 SPDL1 SPIDR SPIN4 SPMIP6 SPP1 SPTAN1 STAMBPL1 STK3 STK31 STRIP2 TACSTD2 TBCB TFAP2A TFAP2C THOC3 TIMM13 TIMM17A TK1 TM4SF1 TMC5 TMED9 TMEM158 TMEM45B TMEM68 TMPRSS4 TNRC18P2 TOP2A TPX2 TRIM31 TRIM47 TRIP13 TRMT6 TRUB2 TTK TUBA4A UBE2C UBE2T UCHL3 UHRF1 UPP1 UTP4 VARS1 VPS50 WDR72 WDR77 WDR90 WRNIP1 XPO5 XRCC4 ZDHHC11 ZFAS1 ZFP41 ZIC2 ZNF117 ZNF367 ZNF511 ZNF592 ZNF703 ZNF792 ZWINT VERHAAK_AML_WITH_NPM1_MUTATED_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_AML_WITH_NPM1_MUTATED_DN ABCB1 ABLIM1 ACSL4 ADCY3 ADIPOR1 ADISSP AGTPBP1 AK4 ALAS2 ALDH2 ANXA8 APP ARAP2 ARHGEF12 ARHGEF17 ASS1 ATP9A B4GALT6 BAALC BAIAP3 BANK1 BLNK BPGM BPI C2CD2 CACNA2D2 CAV1 CAVIN1 CCND2 CCR2 CD19 CD1C CD2 CD200 CD34 CD38 CD3D CD48 CD69 CD7 CEACAM4 CEACAM6 CHI3L1 CHKA CIAO3 CIITA CLDN15 CLEC10A CLEC5A CLIP3 CSF3R CSGALNACT1 CST7 CYP2E1 CYTL1 DACH1 DCHS1 DEPTOR DHRS3 DLK1 DNTT DPYSL2 DSE EGFL7 EHD3 ELANE EMP1 ENDOD1 EPS8 ERG EVL EZR F2RL1 FAM171A1 FCER1A FCMR FGF13 FGFR1 FHL1 FLNB FOXO1 FZD2 FZD6 GALC GATA3 GATM GJA1 GMPR GNAI1 GNG7 GPA33 GPM6B GPSM2 GSN GYPC H1-0 H2BC8 HBG1 HGF HLA-DPA1 HLA-DPB1 HLA-DQA1 HOPX HPGD HPGDS HSPB1 HSPG2 ICAM4 IFI16 IFI44 IFI44L IFITM1 IGFBP7 IL5RA ISG20 ITGA6 ITM2A ITM2C JUP KIT KRT1 LAMC1 LAMP5 LCN2 LDLRAD4 LHFPL2 LMO4 LPAR6 LRP3 LTF MAN1A1 MDFIC MECOM MEF2A MEF2C MEG3 MEST MLLT3 MMP9 MN1 MPL MPO MREG MS4A3 MSLN MST1 MTMR11 MX1 MXRA7 MYH11 NBL1 NCAM1 NEDD4 NIBAN1 NPR3 NRXN2 NT5E OPTN OTULINL P2RX5 PALM PALM2AKAP2 PAM PCDHGC3 PDE3B PDE4B PLXND1 PMAIP1 POLE POU4F1 PPP1R16B PRAME PRKD3 PRODH PROM1 PRTN3 PTGER4 PTGIR PTPRCAP PTPRM PXDN RAMP1 RAP2A RBPMS RETN RGS1 RHOBTB3 ROBO1 RPS6KA2 RRAGD RUNX1T1 RUNX3 S100P SCCPDH SCRN1 SERINC5 SERPINE2 SERPINF1 SERPING1 SH3BP4 SIDT1 SLC38A1 SMAGP SNCA SNRPN SORL1 SPARC SPIB SPON1 SPRY1 SPTBN1 SSBP2 ST18 STAP1 STK32B SYNGR1 TACSTD2 TCF3 TCN1 TFPI TGFB1I1 TGFBI THSD7A TKTL1 TM6SF1 TMEM158 TMEM204 TMOD1 TNFRSF21 TOX TPSAB1 TRAF5 TRBC2 TRDC TRH TRIB2 TRPM4 TSPAN13 TSPAN7 TSPOAP1 UGCG VEGFA VLDLR VPREB1 WASF1 XAGE1B XYLT1 YPEL1 ZAP70 ZHX2 VERHAAK_AML_WITH_NPM1_MUTATED_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_AML_WITH_NPM1_MUTATED_UP ABCC4 ABHD2 ACSL1 ADCY2 ADGRE1 AIM2 AKR1C1 APOBEC3A AQP9 ARHGAP22 BASP1 BCL2A1 BCL6 BEX3 C1QA C1QB C2 C3AR1 C5AR1 CAMK1 CARD9 CASP1 CAST CAT CCL1 CCL20 CCL23 CCL3 CCL4 CCR1 CD14 CD163 CD300C CD36 CD86 CHST15 CLU COL4A5 CPVL CTSD CTSG CTSL CX3CR1 CXCL10 CXCL2 CXCL3 CYP1B1 DEFB1 DMXL2 DPEP2 EPB41L3 EREG ETS2 FBP1 FCGR2A FCGR3A FCGR3B FCN1 FGL2 FGR FOXC1 FPR1 FTO G0S2 GCH1 GDF15 GGT1 GNS H1-2 H2AC18 H2BC21 H2BC4 H3C10 H3C4 HCAR3 HCK HIP1 HK3 HMOX1 HNMT HOMER3 HOXA10 HOXA4 HOXA5 HOXA6 HOXA7 HOXA9 HOXB2 HOXB3 HOXB5 HOXB6 IER3 IFI30 IGF2R IL1B IL6 IRX5 ITGB3 JAG1 KCNJ2 KCNK5 LAPTM4B LGALS2 LGALS3BP LILRA1 LILRA3 LILRA5 LILRB1 LILRB2 LILRB3 LMNA LTBP1 MAFB MARCKS MCTP1 MEIS1 MMP2 MVP NAMPT NAP1L1 NCF1 NFKB2 NFKBIA NINJ1 PBX3 PDGFD PELI1 PF4 PHKA2 PIEZO2 PILRA PLA2G4A PLAUR PLEK PLS1 PPBP PRDM2 PRKAR2B PRKCD PTAFR PTX3 QPRT RASGRP3 RHAG RNASE2CP RUNX1 S100A6 SAT1 SCHIP1 SCO2 SCPEP1 SECTM1 SELENOP SERPINA1 SERPINB2 SLC15A3 SLC16A3 SLC2A6 SMC4 SMCO4 SMPDL3A SNCAIP SNX10 SOD2 SORT1 SPINK2 STS TBXAS1 TCIRG1 THBS1 TLR4 TMEM176A TMEM176B TNF TNFAIP2 TNFAIP3 TNFSF10 TREM1 TRGC1 TRIB1 TRIM16 TTC27 TYMP VCAN VNN1 VNN2 WARS1 VERHAAK_GLIOBLASTOMA_CLASSICAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_GLIOBLASTOMA_CLASSICAL ABCD2 ACSBG1 ACSL3 ACSS3 ADAM19 ADGRE5 ADGRG1 AKT2 ANXA5 APBA3 ARAP2 ARAP3 B3GALT1 BLM BMAL1 BTBD2 CALM1 CAMK2B CARMIL1 CC2D1A CD151 CDH2 CDH4 CDH6 CDK6 CLIP2 CREB5 DAG1 DENND2A DLC1 DMWD DOCK6 EGFR ELOVL2 EPHB4 ERCC2 EXTL3 EYA2 FBXO17 FGFR3 FZD3 FZD7 GALNT4 GARRE1 GAS1 GJA1 GLG1 GLI2 GNAS GNG7 GRIK1 GRIK5 GSTK1 HMG20B HS3ST3B1 HSPBP1 ILK IRF3 IRS2 ITGA7 ITGB8 JAG1 JUND KCNF1 KEAP1 KLHDC8A KLHL25 KLHL4 LAMB2 LFNG LHFPL6 LMO2 LRFN3 LRP10 LRP5 MAB21L1 MCC MEGF8 MEIS1 MEOX2 MLC1 MYO5C NDP NES NOS2 NPAS3 NPEPL1 NR2E1 NR2F6 OSBPL3 PCSK5 PDGFA PEPD PIPOX PLA2G5 PLIN3 PMP22 POFUT1 POLR1G POMT2 PRKD2 PRPF31 PTPN14 PTPRA QTRT1 R3HDM4 RASGRP1 RBCK1 RBM42 RFX2 RFXANK RGS12 RGS6 RIN1 SARS2 SCAMP4 SEMA6A SEMA6D SEPTIN11 SHFL SHOX2 SIPA1L1 SLC12A4 SLC2A10 SLC4A4 SLC6A11 SLC6A9 SMO SNTA1 SOCS2 SOX9 SPRY2 SSH3 TBX2 TEAD3 TGFB3 TGIF2 TLE2 TMED1 TMEM147 TMEM161A TRIB2 TRIP6 VAV3 VPS16 WSCD1 ZFHX4 ZNF112 ZNF134 ZNF20 ZNF211 ZNF227 ZNF235 ZNF264 ZNF304 ZNF419 ZNF446 ZNF45 ZNF606 ZNF671 ZNF8 VERHAAK_GLIOBLASTOMA_MESENCHYMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_GLIOBLASTOMA_MESENCHYMAL ACP3 ACSL1 ADAM12 ALDH3B1 ALOX5 AMPD3 ANXA1 ANXA2 ANXA4 ARHGAP29 ARPC1B ARSJ ASL BATF BDKRB2 BLVRB BNC2 C1orf54 C5AR1 CASP1 CASP4 CASP5 CASP8 CAST CAVIN1 CCR5 CD14 CD2AP CD4 CDCP1 CEBPB CHI3L1 CLCF1 CLEC2B CLIC1 CNN2 COL1A1 COL1A2 COL5A1 COL8A2 COLGALT1 COPZ2 CPQ CRYBG1 CSTA CTSB CTSC CTSZ CYBRD1 CYTH4 CYTIP DAB2 DCBLD2 DOK3 DRAM1 DSC2 DSE EFEMP2 EHD2 ELF4 EMP3 ENG FCGR2A FCGR2B FES FHL2 FHOD1 FMNL1 FNDC3B FOLR2 FPR3 FURIN FXYD5 GCNT1 GNA15 GRN HEXA HEXB HFE HK3 ICAM3 IFI30 IGFBP6 IL15RA IL1R1 IL4R IQGAP1 ITGA4 ITGA5 ITGAM ITGB2 KYNU LAIR1 LAMB1 LAPTM5 LCP1 LCP2 LGALS1 LGALS3 LHFPL2 LILRB2 LILRB3 LOX LRRFIP1 LTBP1 LTBP2 LY75 LY96 MAFB MAN1A1 MAN2A1 MAN2B1 MAPK13 MCUB MFSD1 MGAT1 MGST2 MRC2 MS4A4A MSR1 MVP MYH9 MYO1F MYOF NCF2 NCF4 NOD2 NPC2 NRP1 P4HA2 PDPN PHF11 PIGP PLA2G15 PLAU PLAUR PLBD1 PLK3 PLS3 POLD4 PROCR PTGER4 PTPN22 PTPN6 PTPRC PYGL RAB11FIP1 RAB27A RAB32 RABGAP1L RAC2 RBKS RBM47 RBMS1 RELB RHOG RRAS RUNX2 S100A11 S100A13 S100A4 SAT1 SCPEP1 SEC24D SERPINA1 SERPINE1 SFT2D2 SH2B3 SHC1 SIGLEC7 SIGLEC9 SLAMF8 SLC10A3 SLC11A1 SLC16A3 SP100 SQOR SRPX2 ST14 STAB1 STAT6 STXBP2 SWAP70 SYNGR2 SYPL1 TCIRG1 TEC TES TGFBI TGFBR2 TGOLN2 THBD THBS1 THEMIS2 TIMP1 TLR2 TLR4 TMBIM1 TNFAIP3 TNFAIP8 TNFRSF11A TNFRSF1A TNFRSF1B TRADD TRIM22 TRIM38 TRPM2 TYMP UAP1 UCP2 VAMP5 VDR WIPF1 WWTR1 YAP1 ZNF217 VERHAAK_GLIOBLASTOMA_NEURAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_GLIOBLASTOMA_NEURAL ACSL4 ACYP2 ADD3 AGTPBP1 AKR7A3 ANKRD46 ANKS1B ANXA3 ANXA7 ARRB1 ATP5MG ATP5PB ATRNL1 BASP1 BCAS1 BEST1 CA4 CALM2 CAMK2G CASQ1 CCDC121 CCK CDC42 CDR1 CHN1 CLCA4 COX5B CPNE6 CRBN CRYL1 CRYM CRYZL1 CUTC CYRIB CYTH1 DHRS9 DYNC1I1 EDIL3 ENPP2 ENPP4 EPB41L3 ETNPPL EVI2A FBXO3 FEZF2 FHIT FUT9 FXYD1 GABARAPL2 GABRB2 GNAI1 GPR22 GRM1 GRM3 GUK1 HPCA HPCAL4 HPRT1 IMPA1 KCNJ3 KCNK1 LYRM1 LYRM9 MAGEH1 MAT2B MBP MDH1 MGST3 MMD MORF4L2 MRPL49 MSRB2 MYBPC1 NANOS1 NDRG2 NDUFS3 NSL1 NTSR2 ORC4 PARP8 PDE6D PEX11B PEX19 PGBD5 PLCL1 POPDC3 PPA1 PPFIA2 PPP1R1A PPP2R5A PRPSAP2 REPS2 RERGL RND1 ROGDI S1PR1 SAR1A SCHIP1 SELENOP SELENOW SERPINI1 SGK3 SH3GL2 SH3GL3 SHTN1 SIRT5 SLC16A7 SLC30A10 SLC31A2 SLCO1A2 SNCG SNX11 SPAST TCEAL1 TCEAL2 THTPA TMEM144 TPM3 TSNAX TTC1 TTPA UGT8 UROS USP33 VIP VSX1 YPEL5 ZSCAN31 VERHAAK_GLIOBLASTOMA_PRONEURAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERHAAK_GLIOBLASTOMA_PRONEURAL ABAT ACTR1A ADGRB3 ADGRL3 ALCAM AMOTL2 ARHGAP33 ARHGEF9 ASCL1 ATAD5 ATAT1 ATP1A3 BCAN BCL7A BCOR BEX1 C1QL1 CA10 CAMSAP2 CASK CBX1 CDC25A CDC7 CDK5R1 CDKN1B CELF3 CHD7 CILK1 CKB CLASP2 CLGN CNTN1 CRB1 CRMP1 CSNK1E CSPG5 CXXC4 DBN1 DCAF7 DCX DGKI DLL3 DNM3 DPF1 DPP6 DPYSL4 DUSP26 E2F3 EPB41 EPHB1 ERBB3 FAM110B FBXO21 FERMT1 FGF9 FHOD3 FLRT1 FXYD6 GABRA3 GADD45G GNG4 GPM6A GPR17 GRIA2 GRID2 GSK3B GSTA4 HDAC2 HMGB3 HOXD3 IL1RAPL1 INAVA JADE3 JPT1 KAT7 KDM1A KIF21B KLRC3 KLRC4 KLRK1 LPAR4 LRP6 LRRTM4 MAP2 MAPT MARCKS MARCKSL1 MAST1 MATR3 MCM10 MIR9-1HG MLLT11 MMP15 MMP16 MPPED2 MTSS1 MVB12B MYB MYO10 MYT1 NCALD NCAM1 NKAIN1 NKX2-2 NLGN3 NOL4 NR0B1 NRXN1 NRXN2 OLIG2 P2RX7 PAFAH1B3 PAK3 PAK5 PCDH11X PCDH11Y PDE10A PELI1 PFN2 PHLPP1 PLAAT1 PLCB4 PODXL2 PPM1D PPM1E PURG RAB33A RAD21 RALGPS1 RALGPS2 RAP2A RBPJ REEP1 REXO5 RNFT2 RUFY3 SATB1 SCG3 SCN3A SEC61A2 SEZ6L SLC1A1 SLCO5A1 SORCS3 SOX10 SOX11 SOX2 SOX4 SPTBN2 SRGAP3 STMN1 STMN4 TAF5 TMCC1 TMEFF1 TMEM35A TMSB15A TOP2B TOPBP1 TOX3 TSPAN3 TTC3 TTYH1 VAX2 VEZF1 WASF1 YPEL1 ZC4H2 ZEB2 ZFP69B ZNF184 ZNF248 ZNF286A ZNF510 ZNF711 ZNF804A ZNF821 VERNELL_RETINOBLASTOMA_PATHWAY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERNELL_RETINOBLASTOMA_PATHWAY_DN APPL2 CCN2 CCND1 CITED2 CLIP4 CPA4 DCTN4 DYNLRB1 EHD3 FAM86C1P GPRC5A H2BC21 ITGB8 LACTB NMD3 PMEPA1 PPFIBP1 PRAG1 SERPINE1 SH3BP4 TOB2 ZNF614 ZNF655 VERNELL_RETINOBLASTOMA_PATHWAY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERNELL_RETINOBLASTOMA_PATHWAY_UP ASF1B ATAD2 BARD1 BLM BTG3 CCNE1 CDC25A CDCA4 CDCA5 CDCA7L CDKN1A CENPK CHAF1A CLSPN CNOT6L DCK DEK DONSON E2F2 EED EGR1 EPS8 ESCO2 EZH2 FAM111A FAM161A FANCA FBXO5 FEN1 FST HACD3 HAUS1 HMGB2 HUNK JPH1 KANK2 KCNK1 KLHL42 MANEAL MCM4 MCM7 MCM8 MCMBP MELK NPAT PBX3 PCNA POLD3 PTX3 RAB27A RAD51AP1 RECQL4 RFC3 RFC4 RMI1 RRM1 RRM2 SKP2 SLBP SNTB2 SPIN4 SUZ12 TCF19 TFDP1 TMEM97 TMPO UBR7 VRK1 ZNF367 VERNOCHET_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERNOCHET_ADIPOGENESIS ADCYAP1R1 ADRB3 AGT AOC3 APCDD1 CEBPA CYP2F1 FABP4 FFAR2 HP LUM MC2R PANK3 PPARG RARRES2 RETN SORT1 SULT1A1 VNN3P VERRECCHIA_DELAYED_RESPONSE_TO_TGFB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_DELAYED_RESPONSE_TO_TGFB1 ARHGAP1 COL16A1 COL8A1 CTNNA1 CTNNB1 DDR1 DSP DVL3 EFNA5 EPHA2 EPHB2 EPHB4 FGD1 IGFBP4 ILK ITGA4 ITGA5 ITGB3 ITGB8 LAMB1 MMP1 MMP11 MMP17 MMP2 MTA1 NEO1 NME4 PAK2 RAC1 RHOD SEMA3F SMO THBS1 THBS2 TNC TNFRSF1A WNT8B VERRECCHIA_EARLY_RESPONSE_TO_TGFB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_EARLY_RESPONSE_TO_TGFB1 ADAM9 APC ARHGDIA BSG CD44 CD59 CDH6 COL1A2 COL3A1 COL6A1 COL6A3 CYTH2 DVL1 EPHB3 FN1 HSPG2 ICAM1 IGF2R IGFBP2 IGFBP3 IGFBP5 ITGA3 ITGB2 ITGB5 JUP LAMA4 LRP1 LRRC17 MARCKSL1 MMP14 MMP19 MMP3 NID1 NME1 NME2 NOTCH2 PAK1 PCDHGC3 PLAT PXN RHOA RHOB RHOC RHOG RHOQ RND3 RPSA SERPINE1 SPARC TCF7L2 TIMP1 TIMP3 VCAN ZYX VERRECCHIA_RESPONSE_TO_TGFB1_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C1 ADAM9 BSG CD44 EPHB3 HSPG2 IGFBP3 ITGA3 LRRC17 NID1 NME1 NOTCH2 PAK1 PLAT RHOB RPSA SERPINE1 SPARC TCF7L2 VCAN VERRECCHIA_RESPONSE_TO_TGFB1_C2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C2 ARHGDIA CDH6 COL1A2 COL3A1 COL6A1 COL6A3 CYTH2 DVL1 FN1 ICAM1 ITGB2 JUP LRP1 MARCKSL1 MMP14 MMP3 PCDHGC3 RHOC RHOG TIMP1 TIMP3 VERRECCHIA_RESPONSE_TO_TGFB1_C3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C3 APC CD59 IGF2R IGFBP2 IGFBP5 ITGB5 LAMA4 MMP19 NME2 PXN RHOA RHOQ RND3 ZYX VERRECCHIA_RESPONSE_TO_TGFB1_C4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C4 COL16A1 EPHB2 LAMB1 MMP1 MMP17 MTA1 PAK2 RAC1 THBS1 THBS2 TNC VERRECCHIA_RESPONSE_TO_TGFB1_C5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C5 ARHGAP1 CTNNA1 CTNNB1 DDR1 DVL3 EFNA5 EPHA2 FGD1 ILK ITGA4 ITGA5 ITGB3 ITGB8 MMP11 MMP2 NME4 RHOD SEMA3F SMO TNFRSF1A WNT8B VERRECCHIA_RESPONSE_TO_TGFB1_C6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VERRECCHIA_RESPONSE_TO_TGFB1_C6 COL8A1 DSP EPHB4 IGFBP4 NEO1 VETTER_TARGETS_OF_PRKCA_AND_ETS1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VETTER_TARGETS_OF_PRKCA_AND_ETS1_DN ARHGDIB ARPC2 CCDC28A CST1 CST2 CST4 HSPA1A IGF2BP3 MMP1 MMP9 MRPL9 NQO1 PHLDA2 PTPRN2 PVR SP100 VETTER_TARGETS_OF_PRKCA_AND_ETS1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VETTER_TARGETS_OF_PRKCA_AND_ETS1_UP ARL4C BCL11A DIAPH1 FN1 HS2ST1 INSIG1 PEG10 PML RHOBTB3 RUNX1 SCAMP1 SEC23IP SZRD1 TGFB2 TRPC1 UBAP2L VICENT_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VICENT_METASTASIS_UP ABCG2 COCH CRYBG1 MCAM MICAL2 MXRA7 PRKD3 QPCT SNAP25 SORBS2 SUSD5 TAOK3 TCF4 THSD7A VIETOR_IFRD1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VIETOR_IFRD1_TARGETS ANP32E ATP1A2 CRABP2 CTH CTSZ EBP FEM1A FUNDC2 KRT7 MED21 MSX2 MYH4 PPIA PTTG1 RETREG1 RPL17 RPL22L1 RPS15A SEM1 SPP1 TK1 TOMM7 UQCR10 WFDC2 VILIMAS_NOTCH1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VILIMAS_NOTCH1_TARGETS_DN BTK CAMP CCL23 CLEC10A CMA1 CSF1R CSF2RA CSF3R CTSG ELANE GFI1 GFI1B ITGAM ITGB2 LILRB3 LRRC25 LYZ MATK MPO NCF2 NCF4 PGLYRP1 STOM TPSD1 TREM2 TREML1 VPREB1 VILIMAS_NOTCH1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VILIMAS_NOTCH1_TARGETS_UP BCL2A1 BIRC2 BIRC3 CARD11 CCL5 CCR7 CD2 CD28 CD3D CD3G CD69 CD7 CD74 CD80 CD83 CD86 CTLA4 CX3CL1 DDR1 DTX1 EGR1 EGR2 GATA3 GZMA GZMB GZMH HEY1 ICAM1 ID2 IL10RA IL12B IRF7 JUNB LAT LCK NFATC1 NFKB2 NFKBIA NOTCH3 NRARP P2RY10 PTCRA RAG1 RAG2 RELB RRAS2 THY1 TNFRSF18 TOX TRAF1 TRAT1 ZAP70 VILLANUEVA_LIVER_CANCER_KRT19_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VILLANUEVA_LIVER_CANCER_KRT19_DN ABCA6 ABCA8 ABCB11 ABCB8 ACMSD ACSL6 ACY1 ACY3 ACYP2 ALDH1B1 ALPL APOA5 C4BPA C9 CBR1 CDHR5 CPT2 CRAT DDT ENPP7 FABP4 GADD45A GCLC GLYAT HIBADH HNF4A HSD17B10 IGFBP2 IVD KCNB1 LARP4 LRP1 MAGIX MCEE MPDZ MTG2 N4BP2L1 NDUFS7 NGEF NR1I2 NR1I3 OPRPN PDK2 PINK1 PMS2P2 PNPO POR RBP5 REEP5 RETSAT RGN RMDN3 SDC1 SHBG SIAH2 SLC1A1 SLC22A18AS SOD1 TM6SF2 TMT1A TMT1B UQCR11 XYLB VILLANUEVA_LIVER_CANCER_KRT19_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VILLANUEVA_LIVER_CANCER_KRT19_UP ADAM17 AGO1 ALMS1 ANLN ANP32B AP1G2 ARID2 ARID3A ARX BARD1 BLM BTBD3 BUB1 C2CD4A C2CD5 CA5BP1 CASP2 CCDC28B CDC20 CDC25A CDC25B CDC7 CDCA3 CDCA8 CDS1 CENPE CENPM CENPO CEP135 CEP290 CEP55 CKAP2L COL22A1 CTNND2 CWC22 CYTH2 DCLRE1B DCLRE1C DDX27 DDX4 DEFA5 DENND2B DEPDC1B DHRS13 DLGAP5 DNA2 DNM1L DROSHA ECT2 EMC3-AS1 EPC1 EZH2 FANCI FMO9P FUBP1 FZD10 GABRB3 GAL3ST1 GINS1 GLMN GNPTAB GOLGA3 GPD2 GPR157 GPSM2 H2BC8 H4C3 HJURP HK2 HMGXB4 HYCC1 IFFO2 IFT57 INTS4 JPH3 KIAA1958 KIF15 KIF18A KIF20A KIF20B KIF23 KIF2C KIF4A KLHL42 KNTC1 LMNB1 MACROH2A2 MAP3K4 MAPK13 MARCHF3 MCM10 MCM6 MCM8 MELK METTL8 METTL9 MEX3C MKI67 MRE11 NAP1L1 NCAPG NCAPH NCOA6 NDC80 NDE1 NEMP1 NLRP4 NR6A1 NUAK1 OLA1 P3H4 PCLAF PCYOX1L PDZD8 PHTF2 PIGA PLK4 PNMA3 POGLUT2 POLA1 POLD3 PTPRA PTTG1 RAB13 RAB34 RAD54L RAE1 RBPJ RFX3 RIC8B RRM1 RRP1B S100A14 SALL4 SANBR SERGEF SFI1 SFMBT1 SGO2 SIPA1L3 SLC35D3 SOX4 SOX9 STIL STK4 STMN1 STRBP SUMO2 TAC1 TAF5 TDG TDRD9 TENT5C THOC1 TOP2A TPX2 TRMT6 TROAP TTK TUG1 UPF3B USP28 USP37 USP4 WDR75 ZBED5 ZNF263 ZNF292 ZNF300 ZNF354A ZNF397 ZNF532 ZNF605 ZNF678 ZWINT VISALA_AGING_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VISALA_AGING_LYMPHOCYTE_DN CDC16 CDK18 COL9A3 FDFT1 GLIPR1 GNA15 KDM6A LGALS3 NDUFS4 NRG2 PCMT1 PLAAT3 PLIN2 RUNX3 SDC4 SOAT1 STAT4 TXK UFD1 VISALA_AGING_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VISALA_AGING_LYMPHOCYTE_UP CSF1R CUX1 FILIP1L GNLY KAT6A TAF15 TMSB4X VISALA_RESPONSE_TO_HEAT_SHOCK_AND_AGING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VISALA_RESPONSE_TO_HEAT_SHOCK_AND_AGING_DN ANXA1 CCT4 CUX1 DNAJB1 DYNLL1 FCGR2A HSPA8 PDIA3P1 PTGES3 SKIL SOD1 STIP1 TRA2A VISALA_RESPONSE_TO_HEAT_SHOCK_AND_AGING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/VISALA_RESPONSE_TO_HEAT_SHOCK_AND_AGING_UP ADAR CDK18 CLEC2B DHPS FDFT1 GRSF1 NDUFS4 NEAT1 P4HA1 PITX2 PRKAR1A SLC12A4 ST13 TRPC1 TUBA1A WACKER_HYPOXIA_TARGETS_OF_VHL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WACKER_HYPOXIA_TARGETS_OF_VHL ADM CA9 CCND1 CP ENO2 HK2 IGFBP3 INHBB P4HA1 PDK1 PFKP TGFA VEGFA WAESCH_ANAPHASE_PROMOTING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAESCH_ANAPHASE_PROMOTING_COMPLEX ANAPC1 ANAPC10 ANAPC11 ANAPC4 ANAPC5 ANAPC7 APC2 CDC16 CDC20 CDC23 CDC26 CDC27 CDH1 WAGNER_APO2_SENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAGNER_APO2_SENSITIVITY FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT8 FUT9 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT2 GALNT3 GALNT5 GALNT6 GALNT8 GALNT9 GALNTL5 POFUT1 WAGSCHAL_EHMT2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAGSCHAL_EHMT2_TARGETS_UP ASZ1 CDKN1A CFTR CMTM5 DAZL GTSF1 KLK12 MPEG1 NAA11 NPPB NXF3 PDHA2 TFPI2 TKTL2 WAKABAYASHI_ADIPOGENESIS_PPARG_BOUND_36HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_BOUND_36HR ACYP2 ADCK2 ALDH9A1 CALCOCO1 CDC25A CHUK CLINT1 CREB3L4 CUEDC1 DISP2 DYNLRB1 EXOC6 HIC2 KAT14 LGALS3BP MDM2 MEF2C MTOR NGLY1 OXSM PLOD3 PUS10 SAP30L SH3GLB1 SLC16A10 TOB1 TRIT1 ZNF326 ZNHIT1 WAKABAYASHI_ADIPOGENESIS_PPARG_BOUND_8D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_BOUND_8D AACS ABCD1 ABCF1 ABHD2 ABLIM1 ABR ACACA ACLY ACOT13 ACP2 ACSF2 ACSL1 ACSM5 ACTA1 ACTN4 ACTRT3 ADAM9 ADAMTS15 ADD3 ADRB3 AFAP1L2 AFMID AGO1 AHNAK AIP AIRN AK1 AK2 AK3 AKAP1 AKIRIN2 AKTIP ALAS1 ALDH1A1 ALDH2 ALDH9A1 ALS2CL ANGPT1 ANGPTL1 ANKRD17 ANXA8L1 AP3D1 APOBR APONP APTX ARHGAP1 ARHGAP18 ARHGDIB ARHGEF10 ARHGEF12 ARHGEF2 ARHGEF40 ARHGEF6 ARHGEF7 ARL6 ARL6IP6 ARPC5 ARSA ARSB ASPN ATE1 ATL2 ATOSB ATP5ME ATP6V1A ATP6V1D ATXN7L2 AZI2 AZIN2 B3GAT3 BAAT BABAM2 BAG2 BCAP31 BCAS3 BCORL1 BHLHE41 BID BIRC6 BIVM BLCAP BOC BRCA1 BRD2 BRI3BP C1QTNF12 C1QTNF2 C2CD3 CAB39L CALM1 CALML3 CALR3 CAMK2D CAPRIN1 CASP9 CBR1 CBX8 CCDC141 CCDC77 CCL15 CCM2 CCNI CD164 CD1D CDADC1 CDCA7 CDH13 CDK14 CELA1 CEND1 CENPB CEP250 CERS2 CES1 CFAP36 CHAD CHCHD4 CHCHD6 CHD1 CHIT1 CHRD CHST1 CHST6 CHST8 CHSY1 CIAPIN1 CILK1 CITED2 CLN5 CLPP CLPX COMMD5 COQ9 CORO1B CPE CPSF7 CPT2 CRADD CRELD1 CRLS1 CSRNP2 CTH CTPS2 CTU1 CUEDC1 CXCL9 CYB5D2 CYB5R3 CYLD DCBLD2 DCK DCTN2 DCTN4 DCUN1D4 DECR1 DENND2D DEPTOR DGCR2 DGCR8 DHRS11 DHRS7 DHX35 DICER1 DIDO1 DISP2 DIXDC1 DLAT DLD DLX5 DNAJA2 DNAJB6 DNAJC16 DNAJC5 DUS3L DUSP22 DUT DYRK1A DYSF EAF2 EBF1 EDF1 EEF1A2 EGR1 EHMT1 EI24 EIF2AK4 EIF2S1 EIF6 ELL ELMO2 EMC4 EMG1 EML4 ENO1 EPB41L1 EPN3 ERI2 ERLIN2 ERO1A ERP44 ESCO2 EYA1 EZH2 F3 FADS1 FADS3 FAF1 FAIM FAM83F FANCC FBF1 FBH1 FBXL6 FBXO9 FBXW11 FBXW4 FBXW5 FGD6 FHL3 FKBP10 FKBP14 FKBP7 FNBP1L FOSL2 FOXP1 FRMD5 FSD2 FZD8 G0S2 G6PC1 GALNT4 GALNT7 GBP2 GBP4 GBP6 GBP7 GDF9 GEMIN4 GLB1 GLCCI1 GMFB GNA13 GNAQ GNAS GNAS-AS1 GNAZ GNPAT GPR182 GRAMD1A GRB2 GRHPR GRTP1 GSDME GSG1 GSK3B GSTM1 GSTM2 GSTT2 GTF2I GYPC GYS1 H4C15 HADHA HADHB HCAR1 HCAR2 HCLS1 HDDC3 HELB HES7 HEXIM2 HINT3 HIPK2 HOPX HOXA9 HPRT1 HSD17B10 HSD17B4 HSPA8 HSPA9 HSPD1 HSPE1 IBTK IFT122 IFT140 IFT81 IGFBP1 IGFBP7 IHH IK IKZF1 IKZF2 IL6R IL6ST ING4 INPP5F INSR INVS IQCB1 IQCC IRF4 IRS3P IRX3 IRX5 ISOC1 ITGA1 ITGA5 ITGA7 ITIH4 ITPKA JADE2 JAK3 KANK1 KDM7A KEAP1 KIF5C KLB KLF10 KLHL7 KLK10 KLKB1 KNTC1 KRI1 KRT13 KRT14 KRT15 KRT19 KRT4 KRT79 LENG1 LGALS3 LGALS9 LGI4 LIMS1 LIX1 LMLN LNX2 LOXL2 LPCAT3 LPIN1 LPIN2 LPXN LRCH3 LRRC28 LRRC8A LURAP1L LY6G6C LYSMD3 LZIC MAB21L2 MAP2K1 MAPKAPK5 MARK2 MAST2 MB MBD4 MDFIC ME1 MED11 MEF2D MEGF9 MEIS2 MET METTL17 MGRN1 MIB1 MIB2 MKKS MLLT10 MMP11 MOCS1 MOV10 MPDU1 MRI1 MRPL41 MRPS5 MRPS6 MTERF4 MTMR4 MTOR MTPAP MXD4 MYC MYNN N4BP2L1 NAGK NAGPA NAV1 NCOR1 NDUFA2 NDUFAB1 NDUFB10 NDUFB2 NELFCD NFE2L2 NHEJ1 NINJ1 NOL6 NPR3 NR4A3 NUDT21 NUMA1 NUMB NUMBL OAF OAS1 ODAD4 OPTN ORC3 OSBPL2 OSBPL3 OSBPL9 OXSM PAFAH1B1 PALM PALMD PAXX PCCB PCGF5 PDK4 PEBP1 PEMT PER1 PGAM1 PGM1 PHB2 PHF12 PHLDA3 PI4K2A PIAS4 PICALM PIGM PKMYT1 PLA2G12A PLCG1 PLIN2 PLIN4 PLK1 PLSCR1 PLXDC1 PLXNA1 PNPLA7 POC1B POLK POLR1D POLR1H POLR2G PPME1 PPP1R37 PPP2R5D PPP4R3B PRELID2 PRKAG2 PRKAR1A PRKAR2B PRKCA PRKCE PRKRIP1 PRPF18 PRPF38B PRPF40A PRPS1 PRR14 PRUNE1 PSMF1 PTGES PTRH2 PTS PURB PUS1 PWWP3A RAB11FIP4 RABGAP1L RAD51B RAD51D RARA RARS2 RASL11B RB1 RBAK RBKS RBL1 RBM14 RBM39 RBM48 RCL1 RDH16 RFXAP RIMOC1 RMDN2 RMND1 RNF125 RNF8 RNPC3 ROCK2 RORC RPA3 RPIA RPRML RSRC2 RTEL1 RUNX2 RUVBL2 RWDD3 RWDD4 SAFB2 SAP30 SCAF4 SCRT1 SDCCAG8 SDE2 SEC63 SEMA6D SEPTIN9 SERPINB9 SETD4 SETDB1 SGMS1 SGO2 SHISA5 SHPRH SIK2 SIN3A SLC27A1 SLC3A2 SLC44A3 SLC52A2 SLC5A3 SOD1 SOS1 SOX4 SP3 SPAG9 SPARCL1 SPATA3 SPEF1 SPEG SPHK2 SPIN4 SPON2 SPRY4 SPSB1 SPSB2 SPTBN1 ST3GAL3 ST3GAL4 ST3GAL6 STARD7 STK11 SUPT3H SUV39H1 SYAP1 TFB1M TGFB1I1 THAP3 THOC1 THPO TIMELESS TK1 TLE3 TM2D2 TMBIM6 TMEM109 TMEM126B TMEM135 TMEM176A TMEM176B TMEM201 TMEM38B TMEM39A TMEM43 TMEM69 TMEM98 TMIE TMIGD1 TNFAIP3 TOB1 TOP1 TOP2A TPD52L3 TRABD TRAF4 TRAPPC11 TRIM23 TRIM25 TRIM41 TRIM69 TSPAN14 TSPO TSSK1B TSSK2 TTC19 TTC23 TTC7A TUSC2 TXNRD1 UACA UBAP1 UBAP2 UBB UBE2W UBIAD1 UCP3 UNC45A UQCRFS1 UQCRQ USP14 USP15 USP48 VCP VEGFA VMP1 WDR35 WDR41 WDR6 WDR82 WLS WNK4 WWP2 WWTR1 XPA YIPF3 YWHAH ZBTB2 ZBTB21 ZBTB3 ZBTB40 ZBTB7B ZFP36L2 ZFP91 ZHX3 ZNF136 ZNF2 ZNF24 ZNF28 ZNF300 ZNF408 ZNF423 ZNF444 ZNF574 ZNF616 ZNF672 ZNF7 ZNF845 ZRSR2 ZZEF1 WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_36HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_36HR ACAA1 ACAA2 ACADM ACADS ACADVL ACOX1 ANKRD33 ANKRD46 ARC ARF4 ARRDC2 ATP6V1A BCL2L13 BFAR BMP2K BTF3L4 C2orf76 CALHM6 CAPN3 CASP8 CBLB CCDC18 CCDC87 CELA1 CHP1 CMPK1 CMSS1 COQ3 CPT1A CPT2 CRTC2 CRYZL1 CSNK1G2 DBI DECR1 DLC1 DLG4 DNAJC19 DRC3 ECH1 ECI2 ELMOD2 ELMOD3 EPHX2 ETFA ETFB ETFDH EXD1 FAH FILIP1L FITM2 FKBP10 FNIP1 GANC GNAI2 GRPEL1 GSG1 GSK3A HCFC1R1 HGH1 HJURP HOXA1 HOXA3 HOXA4 HSDL2 HSP90B1 IBA57 IDH1 IGSF6 IL15RA ILVBL ITSN1 KLF11 KTI12 LIPE LMBR1 LMBRD1 LPCAT3 LPL LTBP3 MAP3K12 METTL9 MGST1 MICALL2 MLF2 MLST8 MMRN2 MRPS33 MYD88 NAA50 NATD1 NEGR1 NID1 NLRP4 ORC5 OTUD5 OXSR1 P3H4 PAN2 PBX2 PCBP2 PDE12 PEX11G PIM3 PITPNM1 PLA2G15 PLIN1 PNRC1 POLD4 PPP1R15B PROC PSPC1 PTGR2 PXMP4 QTRT2 RAMP1 RBM4B RRP1B SCARB2 SEC24C SERPINE1 SETDB1 SF1 SLC22A12 SLC35E3 SLCO1A2 SNCG SPAAR SPATC1 SSPN ST3GAL2 TARBP2 THOC6 TMCC3 TMED5 TMEM134 TMEM87A TOM1L2 TPT1 TRAF7 TTC41P TXNDC12 TXNIP UCP2 UGT1A6 UGT1A8 VIM YWHAG ZBTB2 ZNF519 ZNF655 ZNF708 WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_8D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_8D ABCB8 ABCB9 ABCC4 ABCD3 ABHD1 ABHD12 ABHD15 ABI1 ACAA1 ACAA2 ACADL ACADM ACADS ACADVL ACO2 ACOT8 ACOX1 ACSL3 ACYP2 ADAM1B ADAMTS12 ADAT2 ADCK2 ADCK5 ADCY6 ADHFE1 ADIG ADIPOQ ADIPOR2 ADTRP AFTPH AGBL5 AGPAT1 AGPAT2 AGRP AIFM2 AKT1S1 ALAD ALDH6A1 ALG14 AMDHD2 AMER1 AMHR2 ANGPTL4 ANKRD33 ANKRD46 ANXA1 ANXA7 AOX1 AP3S1 AP4M1 AP5S1 APMAP ARF4 ARFRP1 ARHGAP29 ARHGEF37 ARID5B ARMC8 ARRDC2 ASAH1 ASB15 ASPA ASPH ATAT1 ATF1 ATG101 ATG12 ATG9B ATN1 ATOSA ATP1B3 ATP5MC3 ATP5PF ATP6V0C ATPAF2 ATRAID ATXN10 AZIN1 B3GNT4 BAHCC1 BAZ1B BAZ2A BBS12 BCAR1 BCAR3 BCAT2 BCL2L10 BCL2L13 BCL6 BET1 BFAR BMP2K BNIP3L BSG BTD BTF3L4 BUB1B C11orf54 C11orf86 C12orf57 C2orf76 CA4 CALCOCO1 CALHM6 CALU CAMK1 CANX CAPN2 CAPN3 CAPN9 CARTPT CASP8 CAST CAV2 CAVIN1 CBLB CCDC134 CCDC18 CCDC50 CCDC80 CCDC85B CCDC87 CCL1 CCNG2 CD151 CD302 CD36 CD53 CD99L2 CDC25A CDC27 CDCA3 CDK13 CDKN1A CENPI CENPK CEP120 CEP19 CEP44 CEPT1 CERK CERS4 CES1 CFAP210 CFAP96 CHCHD3 CHIC2 CHP1 CHPT1 CHUK CIDEC CIMIP2A CISH CKS1B CLCN2 CLEC10A CLN3 CMA1 CMBL CMPK1 CMSS1 CNKSR3 COG4 COL4A1 COQ3 COQ5 COQ8A COX14 COX8BP CPA5 CPEB3 CPNE1 CPSF4L CPT1A CRACR2B CREB3L2 CREB3L4 CRTC2 CRYZL1 CS CSAD CSNK1D CSNK1G2 CSPG4 CST3 CTNNBL1 CYB5A CYRIB CYTH1 DAB2IP DAP DCST1 DDIT3 DDO DEDD DENND4B DERL1 DGAT1 DGKA DLC1 DLG4 DLST DNAJC15 DNAJC19 DNAJC28 DNAJC5B DPP3 DRAM2 DRC3 DUSP13B DUSP19 DYNLRB1 EARS2 EBF2 ECE1 ECH1 ECHDC1 ECHS1 ECI2 EDC3 EEF1E1 EEF2 EEIG1 EFNA5 EFR3A EHBP1L1 EHMT2 EIF1AX EIF4EBP1 EIF4EBP2 EIF4ENIF1 EIF4G3 ELAVL1 ELF3 ELMOD2 ELMOD3 EMC2 EMC6 EMC9 EMILIN1 ENOX1 EPB41L2 EPHX2 EPPK1 ERP29 ESRRA ESYT1 ETFA ETFB ETFDH ETFRF1 ETV3 EVI5L EXD1 EXOC6 FABP4 FADD FADS2 FAH FAM13A FAM13C FAM3C FBXL12 FBXO31 FBXO8 FDX1 FGF2 FIBP FITM2 FLAD1 FMR1 FNDC3B FNDC8 FNIP1 FTH1 G3BP2 G6PC3 GAB2 GABARAPL1 GABPA GADD45A GANAB GANC GAPDH GARS1 GAS2L2 GCSH GFER GGNBP2 GHITM GID4 GIGYF2 GINM1 GLO1 GNAI2 GNPNAT1 GOSR1 GPAT4 GPD1 GPR152 GPRC5B GPT GRHL1 GRPEL1 GSK3A GSN GSTO1 GTPBP3 GUCD1 H1-8 H2AC18 H2AX H2BC10 H2BC11 H2BC17 H3C14 H4C9 HACL1 HADH HAUS3 HCFC1 HCFC1R1 HDGFL2 HGH1 HIBADH HIBCH HIC2 HIPK1 HIVEP3 HJURP HMOX1 HNRNPF HNRNPL HOXA1 HOXA3 HOXA4 HOXC8 HPGD HSD11B1 HSD11B2 HSD17B12 HSDL2 HSP90B1 HSPA5 HYAL2 IBA57 IDH1 IDH3A IFNGR1 IFRD1 IFT70A IFT70B IGSF6 IL13 IL15RA IL17RB IL17RC IL2RA IL31RA IL34 ILRUN ILVBL IMMT IMPDH1 INCENP INPP1 IRF2BPL ISOC2 ITPRIP ITSN1 JAGN1 KAT14 KAT2B KAT7 KBTBD12 KCNK7 KDM1B KDM6B KIAA0232 KIAA0825 KIAA2013 KLF11 KLF15 KLHL25 KMT2B KMT5A KSR1 KTI12 LAMA4 LAMC1 LARGE2 LDHB LDLRAD3 LENEP LETMD1 LGALS12 LGALS3BP LGALS7 LIF LIM2 LIME1 LIMK2 LIN52 LIPE LIPT1 LMBR1 LMBRD1 LMNA LMNTD1 LNPEP LONP2 LOXL1 LPL LRP6 LRRC39 LRRC41 LRRC8D LSM10 LSM12 LTBP3 LTC4S LUZP1 LZTS2 MAL2 MAMDC4 MAP3K12 MAPKBP1 MARCHF5 MARS1 MBD6 MBNL1 MCM7 MDM2 METTL9 MGAT4B MGST1 MID1IP1 MINK1 MKLN1 MKNK2 MKX MLF2 MLKL MLST8 MMD MMRN2 MND1 MOB1A MOCS2 MPC2 MPP7 MPRIP MPST MRAP MRE11 MRPL10 MRPL36 MRPS33 MSH4 MSMO1 MSRA MSTO1 MTARC1 MTCH2 MTDH MTUS1 MUSTN1 MXD1 MYCBP2 MYD88 MYL4 MYLK MYO1C N4BP3 NAAA NABP1 NAT10 NATD1 NCBP1 NDEL1 NDUFA5 NDUFC2 NDUFS4 NDUFS6 NDUFS8 NEGR1 NEK6 NET1 NEURL4 NFE2L1 NFIB NFKBIZ NID1 NIPBL NIT1 NKAPL NLRP4 NMT1 NOXO1 NPC1 NPHP3 NR1D1 NR1H3 NR2F1 NR2F2 NTN1 NUDT12 NUP188 NUP85 ODAD3 OPLAH ORC5 ORMDL3 OST4 OTUD5 OXSR1 PALM2AKAP2 PAM16 PAN2 PANK3 PAOX PARL PARP3 PBX2 PC PCBP2 PCCA PCK1 PCSK4 PCYOX1 PDE12 PDGFRA PDGFRL PDHA1 PDIA4 PDP2 PDPK1 PEX10 PEX11A PEX11G PEX14 PEX16 PEX2 PEX3 PEX5 PFKFB1 PFKL PHF5A PHOSPHO2 PHPT1 PHYHIPL PIGX PIM3 PIMREG PITPNM1 PKD2L1 PLA2G15 PLA2G6 PLAAT3 PLAC9 PLCB1 PLEKHF2 PLIN1 PLOD1 PLOD3 PLPP6 PNPLA2 PNPLA8 PNRC1 POLD4 POLE POLN POLR2H POLR3H POU6F1 PPARG PPCS PPDPF PPHLN1 PPIP5K1 PPM1B PPM1K PPP1R15B PPP1R3C PPP2CA PPP2R2A PPWD1 PREB PRKCI PRKCSH PRKRA PRNP PROC PROX2 PRPF4B PRX PRXL2A PSMA5 PSMD4 PSPC1 PTBP1 PTGR2 PTP4A2 PTPN6 PTTG1IP PUS10 PXMP2 PXMP4 PYM1 QDPR QKI QTRT2 R3HDM1 RAB19 RAB9A RABEP1 RACK1 RANBP2 RARRES2 RASA3 RASSF6 RBCK1 RBM12 RBM43 RBM4B RBMS1 REEP5 REEP6 RGS19 RHBDF1 RIOK3 RIPK3 RIPOR1 RMDN3 RMND5A RNASET2 RNF4 RNF5 RNF6 RNFT1 RNPEP RPN1 RPS19 RPS2 RRAS RRP1B RRP9 RTF2 S100A1 S100A13 S100A3 SAMD4A SAMD8 SCAF1 SCARB2 SCD SCOC SCTR SEC22C SEC24B SEC24C SEC24D SELENOI SELENOK SELENOP SEMA4A SERPINE1 SETD5 SF1 SF3B3 SFXN1 SH3GLB1 SHC1 SIGLEC1 SIPA1L1 SIVA1 SLC19A2 SLC1A5 SLC22A12 SLC25A10 SLC25A25 SLC25A39 SLC25A46 SLC26A6 SLC2A4 SLC35B4 SLC37A3 SLC38A10 SLC38A7 SLC39A13 SLC45A4 SLC48A1 SLC5A6 SLC5A7 SLC66A3 SMYD3 SNAI2 SNAI3 SNCG SNN SNRPD3 SNX10 SNX33 SORT1 SP2 SPAAR SPATA6L SPATC1 SPECC1L SPG21 SPRING1 SREBF2 SRSF4 SSPN ST3GAL2 STAG1 STAMBPL1 STARD13 STAT1 STAT5A STAT6 STIMATE STK3 STK40 STOM STT3B SUCLG1 SYCP2 SYNGR4 SYPL1 TAF15 TAF1D TALDO1 TANK TARBP2 TAX1BP3 TBC1D13 TBC1D15 TBCD TBL2 TBXAS1 TCAF1 TCF7L2 TEAD4 TEF TENM4 TEX19 TGIF1 THOC6 THRSP TIA1 TIPARP TLE1 TMCC3 TMCO4 TMED5 TMEM116 TMEM120A TMEM131 TMEM134 TMEM140 TMEM143 TMEM150A TMEM168 TMEM175 TMEM216 TMEM254 TMEM259 TMEM33 TMEM87A TMT1B TNFAIP2 TNIP1 TNPO3 TNS2 TOB2 TOM1L2 TOMM40 TOMM70 TOR4A TP53I13 TPMT TPT1 TRAF2 TRAF3IP2 TRAF7 TRAK1 TRAPPC5 TRIT1 TRMT44 TSGA10 TSPAN12 TST TTC41P TTL TTYH2 TUBB4B TXLNA TXLNG TXNDC12 TXNIP UBD UBE4B UBFD1 UBL5 UBP1 UBQLN1 UBR5 UBXN6 UBXN8 UCHL3 UCK1 UCP1 UCP2 UFSP2 UNK UPB1 UPP2 UQCRH USP5 USP53 USP6NL UTP14C UTP3 UTP6 VPS26C WDR18 WDR45 WHAMM XDH XRCC3 YAP1 YPEL5 YWHAB YWHAG ZBTB14 ZBTB32 ZBTB38 ZCCHC7 ZCRB1 ZDHHC18 ZDHHC3 ZEB2 ZFAT ZFYVE21 ZGPAT ZMYND12 ZMYND8 ZNF20 ZNF219 ZNF32 ZNF326 ZNF429 ZNF519 ZNF559-ZNF177 ZNF655 ZNF676 ZNF708 ZNF740 ZNF768 ZNF770 ZNHIT1 ZRANB3 ZSWIM3 WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_WITH_H4K20ME1_MARK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKABAYASHI_ADIPOGENESIS_PPARG_RXRA_BOUND_WITH_H4K20ME1_MARK ABCC4 ABHD1 ABHD15 ACAA2 ACADM ACOX1 ACSL3 ADAMTS12 ADIPOQ ADIPOR2 AFTPH AGPAT2 ALAD ALDH6A1 AOX1 AP3S1 APMAP ATG101 ATN1 ATOSA ATP1B3 ATP5MC3 ATP5PF BAZ2A BCAR3 BCAT2 BCL2L13 BFAR CD302 CERK CERS4 CHCHD3 CHP1 CHPT1 COQ8A CPEB3 CS CSAD CYRIB CYTH1 DAB2IP DGAT1 DRAM2 EEIG1 EFR3A EIF4G3 ERP29 ESRRA ETFB EVI5L FABP4 FADS2 FAM13A FBXO8 FDX1 G3BP2 GCSH GHITM GINM1 GPRC5B GUCD1 H2BC10 HADH HIBADH HIBCH HSD17B12 HSDL2 IDH1 IFNGR1 IMMT JAGN1 KAT2B KLF15 KLHL25 KMT5A KSR1 LIN52 LIPE LONP2 LPL LRRC8D LSM12 LTBP3 MAPKBP1 MKNK2 MLF2 MOCS2 MPC2 MSMO1 MTCH2 MTUS1 NABP1 NATD1 NCBP1 NDUFS6 NFE2L1 NMT1 NR1D1 ORMDL3 PAM16 PANK3 PARL PC PCCA PCYOX1 PEX3 PEX5 PFKFB1 PFKL PIM3 PLA2G15 PLA2G6 PLAAT3 PLCB1 PLEKHF2 PLOD1 PNPLA2 PPARG PPM1B PRNP PTGR2 PUS10 PXMP4 QDPR RASA3 REEP5 SCAF1 SCARB2 SCD SELENOI SELENOP SFXN1 SLC1A5 SLC25A46 SLC48A1 SLC66A3 SORT1 STOM TANK TMCC3 TMEM33 TOB2 TTYH2 TXLNG XRCC3 YPEL5 ZNF219 ZNF519 WAKASUGI_HAVE_ZNF143_BINDING_SITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAKASUGI_HAVE_ZNF143_BINDING_SITES APEX1 APTX BRCA1 CHEK1 CHEK2 DDB1 ERCC1 ERCC4 ERCC8 EXO1 FANCB FANCD2 FANCE FANCG FANCL FEN1 GTF2H4 GTF2H5 LIG4 MRE11 MSH2 MSH3 MSH4 MSH5 MSH6 MUS81 MUTYH NEIL2 NTHL1 PMS1 PMS2 POLB POLD1 POLE POLI POLK PRKDC RAD1 RAD18 RAD23A RAD23B RAD9A RECQL RECQL4 RECQL5 REV1 REV3L RRM2B SEM1 TDG TDP1 TP53 UBE2N XPC WALLACE_JAK2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_JAK2_TARGETS_UP BIN1 CDC25B CES2 CSF3 ELOA EPHB6 ERG28 FAM50A H1-10 KIF22 MGST3 MRPL12 OBSL1 PAK1 POLE POLR2J PPIH PRPF6 PRSS3 SRRT TFDP1 TMEM109 UBXN1 WALLACE_PROSTATE_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_PROSTATE_CANCER_DN AKAP12 CAV2 GJA1 GPM6B LAMA4 RAP1B WALLACE_PROSTATE_CANCER_RACE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_PROSTATE_CANCER_RACE_DN ADI1 ADRB1 ARL17A ARL17B CBR4 CDR2L CELF1 CHKA CKMT1B COPG2IT1 CSGALNACT1 DHFR EFL1 EIF1AX EIF2AK1 EIF2S1 EIF2S3 ELOVL6 ELP5 ENOSF1 ENPP4 FMO2 FRK GLTP GPATCH2 GTF2F1 HERC2P9 HS3ST2 IL20RA INHBB INO80B ITGB3BP KLHDC10 LGALS8 LIMCH1 MAPK8 MARK1 MEST MTMR2 NAIP NARS2 NPEPPS NQO1 OCLNP1 PATZ1 PCGF3 PCLO PDE3B PIK3CA PKIA PLG PLOD2 PMS2 PRKG2 PTK7 PYGL RAB3GAP1 RABEP1 RABIF RBM3 RETREG1 RHOD RPL37A RTN1 SCCPDH SERF1A SLC29A2 SLC39A4 SRD5A3 ST20 STYXL1 TLE1 TP53TG3 TRIM2 TSGA10 USP6 VANGL1 VPS53 ZC2HC1A ZMYND8 ZNF322 ZNF37BP ZNF443 ZNF467 ZNF606 ZNF654 WALLACE_PROSTATE_CANCER_RACE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_PROSTATE_CANCER_RACE_UP ADA2 ADAM28 ADAMDEC1 ADAMTS1 ADCY7 ADGRE5 ADGRG2 ADRA2C AHNAK2 ALOX5AP AMFR ANPEP APOBEC3G APOE APOL1 APOL6 APOLD1 ARHGAP15 ARHGAP25 ARL4C BCL11B BCL2A1 BTN3A1 BTN3A2 C1QA C1QB C1orf54 C5AR1 CCL19 CCL4 CCL5 CCL8 CCN4 CCND1 CCR5 CCR7 CD1C CD1E CD2 CD207 CD27 CD28 CD37 CD3D CD48 CD52 CD53 CD69 CD83 CD86 CD8A CD93 CDC7 CDH2 CEBPD CELF2 CHRDL1 CLDN5 CLEC4A CLIC2 CLU CMAHP CNN1 COL21A1 CORO1A COTL1 CPM CPZ CREM CROCCP2 CRYBB2 CSF2RB CTNNB1 CTSC CTSS CXCL9 CXCR4 CYTIP DDX60 DLC1 DNAJC15 DNASE1L3 DOCK10 DPYSL4 DUSP2 ECHDC3 EDNRA ELOVL2 ENSG00000291006 EOGT ERAP1 ETS2 EVI2A EVI2B FBN1 FBN2 FCER1G FCGR2B FCMR FGL2 FLI1 FYB1 FYN GADD45G GBP1 GIMAP6 GLIPR1 GLRX GMFG GNG11 GPM6A GPR171 GPR18 GPR183 GPR65 GPRC5B GSTM3 GZMA GZMK HCLS1 HCP5 HERC5 HERC6 HLA-B HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HLA-F HLA-G HLA-J HMGCS2 HS3ST3A1 HSPB8 ICAM2 IDO1 IFI16 IFI27 IFI44 IFI44L IFI6 IFIT1 IFIT3 IFITM1 IFITM2 IFITM3 IFNG IGHA1 IGHG1 IGHM IGHV3-21 IGKC IGKV1D-13 IGKV1D-37 IGKV1D-39 IGKV1OR1-1 IGKV3-20 IGLC2 IGLL3P IGLV2-14 IL10RA IL15 IL16 IL1R2 IL2RG IL7R IRF1 IRF8 IRF9 IRS2 ISG15 ISG20 ITGA4 ITGAL ITGB2 ITIH5 ITK JCAD JCHAIN LAMP3 LAPTM5 LCK LCP2 LILRB2 LSP1 LY96 LYZ MAP4K1 MCUB MICAL1 MMP19 MMP9 MRC1 MS4A1 MS4A4A MX1 MX2 MXRA7 MYB MYBL1 NAT1 NCKAP1L NFASC NFIL3 NID1 NKG7 NLRP1 NPIPB15 NR4A2 NR4A3 OAS2 OLFML2A OPTN P2RY14 PARP12 PDHA1 PDK4 PDLIM3 PDZRN4 PECAM1 PEX14 PI15 PIM2 PLAC8 PLCL1 PLEK PLEKHO2 PLTP POM121L9P POU2AF1 PPARGC1A PRF1 PRIM2 PSMB8 PSMB9 PSPH PTGDS PTPN22 PTPN7 PTPRC PVRIG RAC2 RAMP3 RASA4 RASGRP1 RASGRP3 RGS1 RGS16 RNASE1 RNASE6 RSAD2 RUNX3 SAMSN1 SCGB1A1 SECTM1 SELE SELL SELP SEPTIN11 SEPTIN6 SERHL SERPINB9 SF1 SFTPA2 SLA SLAMF1 SLC7A5 SLFN12 SOCS1 SOS1 SOX17 SRGN STAP1 STAT1 STK17B STOM SYNDIG1 SYT11 TAP1 TAP2 TCEAL2 TCIM TFEC THBD THEMIS2 TLE4 TMEM158 TMEM35A TMX4 TRAC TRAT1 TRBC1 TRBC2 TYMP UBE2L6 UCP2 VSIG4 WIPF1 WNT2B XAF1 ZAP70 WALLACE_PROSTATE_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WALLACE_PROSTATE_CANCER_UP AHCY AMACR BDH1 DAP EIF3I FASN GDF15 GFUS HPN LIG3 MYC ODC1 POLD2 PPP3CA PRSS8 SLC25A6 SOX4 ST14 TPD52 UAP1 WAMUNYOKOLI_OVARIAN_CANCER_GRADES_1_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAMUNYOKOLI_OVARIAN_CANCER_GRADES_1_2_DN ANXA8 ARMCX1 ATP2B4 BASP1 BNIP3 C3 C4A CAV1 CELF2 CFI CLIC5 CLIP4 CPE CTDSP2 DAB2 DDX17 DOCK11 DOCK4 DPYD EEF1A1 ELOVL5 FAM153A FLRT2 FRMD4B GAS1 HBB HERC2P9 HOXD8 ID4 IFITM2 IFT52 IGFBP6 IL1R1 KDR LGALS8 MAGI2-AS3 MNDA N4BP2L2 NISCH PARP6 PDGFD PLSCR3 PLSCR4 PODXL PPM1K PROCR PTGS1 RARRES1 RGL1 RHOQ RUFY3 SBSPON SERPING1 SFPQ SH3BP5 SLC26A11 SNCA SPRY1 SRSF5 SSBP3 ST13 SULF1 TCEAL2 TCEAL3 TIAM1 TMX4 TTC28 WSB1 WT1 ZNF483 ZNF641 WAMUNYOKOLI_OVARIAN_CANCER_GRADES_1_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAMUNYOKOLI_OVARIAN_CANCER_GRADES_1_2_UP ABCC3 ABCD3 ABHD17C ABHD2 ACBD5 AGR3 ARHGAP12 ARPC5L ARSD ASPHD2 ATP1B1 ATP5ME ATP5MK ATP8B1 BAG1 BRI3BP BZW2 C3orf52 C5orf24 CA2 CASK CCNDBP1 CD164 CD24 CEBPG CHMP4C CLDN23 CMPK1 COX7A2 CPD CTBP2 CTSE CXXC5 CYP51A1 DDAH1 DOK4 DSC2 ECT2 EDEM3 ELL2 ELL3 ELOVL6 EPCAM EPHB4 ERBB3 ESRP1 ETFB ETNK1 F11R FDFT1 FNIP2 FOXQ1 FRK FZD5 GALNT3 GALNT4 GALNT7 GDA GFPT1 GFUS GGT1 GMDS GNPNAT1 GOLPH3 GPATCH4 GPR160 GRTP1 H3-3A HEPH HIGD1A HINT3 IQGAP2 IRAK2 ITGA6 JPT1 KCNK1 KDELR2 KLF5 LLGL2 LRRC8B LYZ MAL2 MAP7 MECOM MESD MLLT6 MUC1 MYO10 MYO6 NET1 NME7 NQO1 NUDT15 OCIAD2 PBLD PDIA3 PDIA4 PDIA5 PDZD8 PERP PHLDA2 PIK3R2 PLAC8 PLS1 QSOX1 RALA RASEF RASSF6 RNF128 S100A14 SANBR SAR1B SEC22B SEC24A SELENOI SFN SFXN1 SGSM3 SH2D4A SH3BGRL2 SH3RF1 SLC35A2 SLC35A3 SLC35D2 SLC39A11 SLC39A14 STK39 STXBP5 SYT13 SYTL2 TM9SF3 TMED4 TMEM181 TMEM30B TNPO1 TOX3 TPD52 TSPAN8 UNC5CL VSIG10 WAMUNYOKOLI_OVARIAN_CANCER_LMP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAMUNYOKOLI_OVARIAN_CANCER_LMP_DN AASDHPPT ACSS3 ADH5 AJUBA AP1S2 ARMCX1 ARNT ATF1 ATP11C ATP2B1 BASP1 BEX4 BLOC1S6 BNC2 BNIP2 BTF3L4 C1S C1orf198 CALD1 CALM2 CANX CAP2 CAV1 CBR4 CCDC50 CCDC80 CDON CELF2 CERK CFL2 CLIP4 COL8A1 CPE CPVL CRLS1 CRYBG3 CSGALNACT2 CTSK DAB2 DCBLD2 DCN DDR2 DDX5 DOCK11 DOK5 DPYD DPYSL3 DSE EFEMP1 EFHC1 EIF3M EPB41L5 EPC2 EXTL2 FAM13B FAM153A FBXL3 FBXL7 FBXO21 FER FERMT2 FGF13 FLNC FLRT2 FRAS1 FZD7 GABPA GAS1 GCA GET1 GLI3 GLIDR GPNMB GPRASP1 GPRASP2 GSDME HBB HDAC4 HNRNPD HOXD8 HSP90AB1 HTRA1 IFI16 IFT52 IGFBP6 IRF2BPL KAT2B KDR KIF1B KPNA5 LAMA4 LGALS8 LINC00205 LINC01116 LIX1L LONRF2 LXN MAF MAGI2-AS3 MAP3K8 MCOLN3 MNDA MYH10 NDN NELL2 NKX3-1 NLRP1 NR2F1 NUCKS1 OLFML1 OSTM1 PALM2AKAP2 PDGFC PDGFD PKD2 PLA2G12A PLEKHM3 PLPP1 PLSCR3 PLSCR4 PMP22 PNMA8A POLR2M PPM1K PREPL PRKAR1A PRNP PROCR PROS1 PRPS1 PSIP1 PTGS1 PTPN12 PTPN21 RAB11FIP2 RAB11FIP3 RBFOX2 RBMS1 RCHY1 REC8 REEP1 RERG RGL1 RNF146 RSRP1 RUBCNL RUNX1T1 S100PBP SBSPON SDC2 SEC11A SH3BP5 SIRPA SLC30A4 SLC39A10 SLIT2 SMIM10L2A SOCS5 SOD2 SOX6 SPAG9 SPOCK2 SPRY1 SRGAP2 ST13 STK26 SULF1 TALAM1 TAOK1 TCEAL1 TCEAL3 TCF4 TGFB2 TIAM1 TIMP3 TMEM237 TMEM45A TMX4 TSPYL1 TTC28 UBE2E2 UFSP2 UGP2 WASF3 WASH5P WDFY3 WNT2B WNT5A WT1 XPO1 ZBTB20 ZFPM2 ZKSCAN8 ZNF286A ZNF330 ZNF483 ZNF512 ZNF532 ZNF641 ZYG11B WAMUNYOKOLI_OVARIAN_CANCER_LMP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WAMUNYOKOLI_OVARIAN_CANCER_LMP_UP AACS ABCC3 ABCD3 ABHD11 ABHD17C ABHD6 ACAA1 ACBD5 ACTB ACY1 AGR2 AGR3 AKAP13 AKR1C3 ALAS1 ANKRD9 ARHGAP27 ARPC5L ARRDC1 ARRDC2 ARSD ATP1B1 ATP5MK ATP8B1 AURKAIP1 B3GNT5 BACE2 BAG1 BAIAP2L1 BDP1 BPHL BSPRY BTBD3 BZW2 C19orf33 C1GALT1 C1orf116 C3orf52 C4orf19 C8orf82 C9orf152 CACFD1 CAMK2N1 CANT1 CC2D1A CCDC107 CCND1 CCNDBP1 CD24 CD59 CDC42EP5 CEBPZ CENPV CHMP1A CHMP4C CHPT1 CIB1 CLPTM1L CNPPD1 COX6A1 COX7A2 CRB3 CTBP2 CTSE CXXC5 DBI DDAH1 DHTKD1 DNAJA4 DNAJB2 DNTTIP2 DOHH DOK4 DYRK2 EBP EDF1 EFHD2 EHF EIF2B5 EIF4G1 EIF5B ELF3 ELL3 EPCAM EPHB4 EPS8L2 ERBB3 ESRP1 ESRP2 ETFB F11R FA2H FAAP100 FAM174B FAM83H FDFT1 FLNB FMO5 FNIP2 FOXQ1 FRK FUT2 FXYD3 GALE GALNT3 GALNT4 GALNT7 GFPT1 GFUS GIPC1 GMDS GNA11 GOLGA2 GPR160 GRTP1 GSS GSTK1 GSTP1 GTPBP6 HDAC1 HDLBP HIP1R HM13 HMGB1 HPGD HSP90AA1 ICA1 IER3 IFI27 IL20RA IMPA2 INF2 IQGAP2 JTB KDELR2 KLF5 KRTCAP3 LBHD1 LLGL2 LMAN2 LRRC8B LSM7 LZIC MANSC1 MARVELD2 MCRIP2 MECOM MED16 MFSD9 MGLL MKNK2 MLLT6 MLPH MPST MRAP2 MROH1 MRPL14 MRPL41 MRPL52 MRPS18A MT-ATP6 MUC1 MVP MYL12B MYO10 MYO18A MYO6 NADSYN1 NANS NDUFAF2 NET1 NOP58 NOSIP NQO1 OVOL2 OXLD1 PABPC1P3 PACSIN2 PET100 PLAC8 PLEKHH1 PLEKHJ1 PLPP2 PLS1 POLR1H POP7 POR PPDPF PPIA PREP PRXL2B PSD4 PSMB10 PWWP2B QSOX1 RAB25 RAB2A RABEP2 RABL6 RALA RALY RASEF RNF126 RNF128 RPS27L RPS6KA1 RRBP1 RRP7A S100A6 SART1 SCAMP2 SERPINB1 SFN SGPP2 SGSM3 SH3BGRL2 SIRT7 SLC22A23 SLC2A10 SLC35A3 SLC35D2 SMARCA4 SRPK1 ST14 STARD10 STYK1 SURF6 SYTL2 TACSTD2 TALDO1 TC2N TEX264 TJP3 TM9SF3 TMC5 TMC6 TMEM125 TMEM129 TMEM259 TMEM30B TMEM63A TNFSF10 TNIP1 TNIP2 TOMM40 TOP1 TOX3 TPM4 TPT1 TRAF4 TRAK1 TRAPPC5 TSPAN8 TTC22 TTLL12 TUBA4A TXN UBA7 UBALD2 UBE2V1 UNC5CL UQCC3 UQCR11 UQCRQ VPS37B VSIG10 VSIG2 ZGPAT ZMYND8 ZNF564 WANG_ADIPOGENIC_GENES_REPRESSED_BY_SIRT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_ADIPOGENIC_GENES_REPRESSED_BY_SIRT1 ALDOA CBR1 CHCHD10 COX7A1 EGLN3 EHHADH ELOVL3 ENO1 ERO1A FGF21 GAPDH GK GPI HIGD1A IGFBP4 KLB KLF15 MRAP NDRG1 OLR1 PDXP PFKP PGK1 RBP4 SCD SLC2A1 TPI1 TRIB3 WANG_BARRETTS_ESOPHAGUS_AND_ESOPHAGUS_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_BARRETTS_ESOPHAGUS_AND_ESOPHAGUS_CANCER_DN ALOX12 ANXA1 ANXA8 ARL4D CBR3 CDA CRABP2 CSTA CSTB ECM1 EMP1 FDXR GPX3 KRT1 KRT4 KRT6A LGALS7 LY6G6C MAFG MAL NEDD9 NFRKB OBSL1 PAX9 PGD PPL RARG RELN S100A2 SERPINB3 SLURP1 SPRR2C ST3GAL4 SULT2B1 TPD52L2 TRIM29 VAT1 WANG_BARRETTS_ESOPHAGUS_AND_ESOPHAGUS_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_BARRETTS_ESOPHAGUS_AND_ESOPHAGUS_CANCER_UP AADAT AGR2 ARPC3 AZGP1 COL4A2 CREB3L1 CRIP1 CXCL3 CYBA FOXA3 GDF15 GJB1 HGD INSR KRT8 LAMC2 LTA LYZ NR0B2 PDGFA PNPLA2 PSMB8 SERPINH1 TCEAL1 TNFRSF10C TSPAN8 WANG_BARRETTS_ESOPHAGUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_BARRETTS_ESOPHAGUS_DN ACTR3 ALDH9A1 AQP3 ARF5 CTSB CUL3 DSG1 EMP2 FGFR3 FMO2 GPNMB GSTA4 JUP KLF5 KLK6 KLK7 LTA4H NFE2L2 OVOL1 PLP2 PRCP S100A8 SERPINB1 SPRR3 STK24 WANG_BARRETTS_ESOPHAGUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_BARRETTS_ESOPHAGUS_UP ABHD2 ACADS AKR1C3 ALDOB ATP2A3 BLOC1S6 CA2 CCL14 CCL15 CHGA CLU COL6A1 DAZ4 DDX19B DMWD FABP1 FCGBP FMO5 FUCA1 GLRX GPA33 HSD17B2 IGLL1 ISG20 ITGA3 ITGB4 ITPK1 KDELR2 LGALS9 LYN MSLN MUC5B NR2F2 OLFM4 PCSK7 PFN1 PGA5 PLEC POLD4 PRSS22 PXN RALB REG1A RGS2 S100P SLC12A2 ST6GALNAC6 TCN2 TM4SF4 TMSB4X VIPR1 WNT4 WANG_CISPLATIN_RESPONSE_AND_XPC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CISPLATIN_RESPONSE_AND_XPC_DN ACKR4 ACP2 ACVR1 ADD3 ADM AGXT AIRE ARHGAP32 ARHGEF2 ATG13 ATG16L2 ATP6V1C1 ATP9B BBC3 BCL6 BCS1L BNC1 BPGM BTG1 BTN3A1 C1D CAPN2 CASP3 CASP4 CCNG2 CD248 CD46 CDA CDC40 CDC42EP2 CDC7 CDIPT CDKN1A CEBPB CELF1 CHMP1B CLK3 CNPY3 CNTNAP1 CSF1 CSNK1G3 CSRNP2 CSTF2 CTNNAL1 CUL3 CYBA CYBRD1 CYP1B1 DDX52 DEDD DELE1 DNAJA2 DUSP2 DYRK3 EBAG9 EDC4 EFR3A EFTUD2 EGR3 EHHADH EIF2S1 EIF3G EIF4A1 ELF1 ERAL1 FADS3 FERMT2 FILIP1L FLI1 FNTA FZD2 G0S2 GADD45A GALNS GEMIN2 GLIPR2 GNAI1 GPC1 GRSF1 GSTA4 HAS2 HAX1 HBP1 HERC3 HIF1A HIPK3 HLX HMGN4 HOXC5 HSPA12A HSPB3 IFNGR1 IFNGR2 IL1R1 INPP5E ITGA11 ITIH4 JUN KALRN KCNMB1 KHNYN KIAA0930 KIF3A KLF10 KLF5 KRBOX4 LCAT LGALS4 LPCAT4 MAML1 MAN2A2 MAP2K5 MAP3K7CL MAP4K5 MASP2 MED13 MKRN1 MLLT11 MMP19 MRPL40 MT1B MYF6 MYO1B NMT1 NOP14 NRG1 NRP1 NT5C2 NUAK1 PAIP1 PARP4 PDGFRA PDLIM1 PHF11 PNMA1 PNN PNP PNPLA4 PPP3CB PRKG1 PRSS12 PSPHP1 PTGS1 PTPN11 PTPRG PTPRT RABEP1 RAC2 RAMP2 RFXANK RNF185 RNF41 RNH1 RRAS RUNX1 RUSF1 SDCBP SDHB SEPHS2 SERPING1 SESN1 SLC12A4 SLC31A2 SLC35A1 SLC9A1 SLCO1A2 SMAD7 SNAPC2 SNRNP27 SP100 SRRD SSNA1 STAT1 STEAP2-AS1 STOM STOML1 STX6 SUSD6 SYNJ1 TAF11 TAF2 TAF7 TAF9 TANK TCEAL1 TEAD3 TESK1 TFPI2 TGIF1 TLK1 TMCO6 TMEM115 TNFAIP6 TNFRSF10B TNK2 TOM1 TRIP10 TSC1 TSC22D3 TWF2 TXNRD1 UBE2B UBE2D1 UGP2 UMOD UROS VAMP4 VEGFC VEZF1 WASHC2A WDR83OS WTAP YBX3 YPEL1 ZFX ZNF143 ZNF317 ZNF33A ZNF451 WANG_CISPLATIN_RESPONSE_AND_XPC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CISPLATIN_RESPONSE_AND_XPC_UP A2M ADGRG6 ADK ANKRD11 ANXA3 AP1G2 APOA2 AREG ARHGAP4 ASB9 ASGR1 ATAD3A ATP5MC1 AURKA BCAS1 BIRC5 BMP5 CCN5 CD247 CD9 CDC7 CDH1 CDK1 CEACAM1 CEACAM6 CETN2 CFB CGA CLDN4 CNTN2 COL18A1 COL1A1 CRIPTO CTSC CX3CR1 CYP4F3 DBI DCK DDX11 DYNC1H1 EBLN2 F7 FADS1 FADS2 FANCG FDPS FEN1 FGB FIGNL1 FOXC2 FXYD3 G6PC1 GAGE12F GALE GATA3 GGCT GLDC GPC3 GPX3 GREB1 GSE1 GTF2H2 H1-2 H2AX H2AZ1 HCFC1 HES1 HEY1 HMGB2 HMGCS1 HNRNPA2B1 HSBP1 HSP90B1 HSPA5 IGDCC3 IGF2BP3 IGF2R IGFBP1 IGFBP2 IGLL5 IL32 ILF2 INSIG1 INTS9 ITGB3BP ITGB7 JARID2 KIF11 KIF14 KIF21A KIF22 KRT14 KRT18 KRT8 LBR LIG1 LMO2 LYN MAD2L1 MANF MDC1 MGP MGST2 MLH1 MMP1 MSH6 MST1 MXD3 MYC MYEF2 MZT1 NCAPD2 NCAPD3 NDP NPC2 NTS NUP93 PAH PCLAF PCP2 PDXK PGK2 PICALM PIN4 PLEKHH1 PMEL POLA2 POLD1 PPP5C PRAME PRKX PRKY PROS1 PRSS1 PSMC5 PTPRN2 PYCR1 RAD51 RDH14 RFC5 RGR RGS2 RNASE6 RNASEH2A RNF144A RPA3 RPN1 SCARB1 SEMA3B SEMG1 SERPINA1 SLC12A3 SLC17A9 SLC19A1 SLC25A20P1 SLC27A2 SLC43A3 SMARCC1 SMC4 ST6GALNAC2 STT3A SULT1A4 TARBP1 TELO2 TF TFF1 THBS1 THBS2 TM4SF1 TMC6 TMSB15A TNFSF9 TOMM40 TRIP13 TTK TTLL5 TTN UBD UBE2C VRK2 VTN XBP1 YEATS4 ZNF502 ZNF589 WANG_CLASSIC_ADIPOGENIC_TARGETS_OF_PPARG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CLASSIC_ADIPOGENIC_TARGETS_OF_PPARG ACSL1 ADHFE1 ALDH1A1 AQP7 CD36 CEBPA CFD CIDEC CRAT DGAT1 EPHX2 FABP4 FABP5 GLUL HSD11B1 LGALS12 MGST1 MGST3 NR1H3 ORM2 PEX11A PLIN4 PNPLA2 PPARGC1B RETN S100A1 SLC25A10 WANG_CLIM2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CLIM2_TARGETS_DN ACBD3 ACER3 ADGRF4 AKIRIN2 AP1S1 ARHGAP12 ARPC2 ASB3 ASF1A ATE1 ATG12 ATP6V0E1 BCL9L BLZF1 BSDC1 BTBD10 CAMK2D CAPZA2 CASP9 CCDC86 CCT6A CD24 CDIN1 CEBPZ CHMP5 CLIP1 CLTA COBLL1 COIL COPG2IT1 COPS5 CPE CRK CSRNP1 CTSB CYP20A1 DAXX DCAF1 DHRS4-AS1 DHX36 DIP2A DNAJC15 DNTTIP1 DPM1 DUS1L DUSP3 ELL ELOA ETNK1 F12 FAM149B1 FARSA FAS GABRR2 GADD45GIP1 GALNT7 GATA2 GCA GNA13 GORAB GPR87 GTPBP4 GULP1 HBS1L HINT3 HMGCS1 HNRNPA1 HNRNPK IDI1 IFI6 IFIT1 IFRD1 IMPACT IRF9 ISG15 ITM2B JAG1 JOSD1 JRKL KCTD5 KLF7 KPNA5 LGALS3 LIN7A LRP10 LRRFIP1 MBNL1 MED13L MEX3C MICOS10 MIR5188 MPLKIP MPZL2 MRPL9 MRPS11 MSMO1 MTMR2 MYL12B MYNN NAA35 NCOR1 NDUFB8 NDUFV3 NEK7 NSUN4 NT5C OCLNP1 PAM PAM16 PBX2P1 PCBD2 PCDHB3 PDPR PEX1 PFDN1 PFDN4 PGM3 PHF11 PPP1R13L PPP1R9A PRIM2 PRPF40A RAD18 RAD23B RARS1 RBBP6 RBM48 RBMY2FP RCHY1 RDH11 REST RFC5 RIMOC1 RNF14 RNF149 RNFT1 RP2 RPP30 RRAS RRP15 SAMD9 SCML2 SEC23A SEC23B SERINC3 SF3A1 SLC25A25-AS1 SLC25A44 SP100 SPAG1 SPTBN1 SRA1 SREK1IP1 SRRM1 ST3GAL1 STAT1 STOM STRN3 STXBP3 SUMO4 SYPL1 TATDN1 TAX1BP3 TBC1D9 TIPRL TMEM11 TNFRSF12A TNKS2 TOPORS TRIM2 TSC22D3 TUBGCP5 UBA3 UBE2L3 UBQLN1 WDR45 WHAMM YRDC ZNF281 ZNF292 ZNF765 ZNF91 WANG_CLIM2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_CLIM2_TARGETS_UP ABCC3 ABI2 ACACB ACRV1 ADCY1 AGO2 ALCAM AMY2B ANAPC5 ANKS6 AOC2 AOPEP AP1AR-DT ARAP1 ARG2 ARHGAP22 ARHGEF39 ARID2 ARIH2 ARMC6 ARRB2 ASTN2 ATG13 ATP6V0D1 ATP6V0D2 ATXN7L1 BANP BCL11B BCL2L1 BICD1 BMP7 BMS1P1 BPIFA3 BRF1 BTF3 BVES C19orf48P C1QL1 C21orf58 CA11 CALR CAMK2N2 CASK CASP1 CAV2 CCDC59 CCNG2 CD109 CD276 CDC42SE1 CDK3 CDK5RAP3 CDON CDT1 CEACAM1 CEP170B CHTOP CIC CIRBP COL12A1 COL18A1 CPSF1 CTDSPL2 CTNNA1 CXXC5 CYB561 CYP1A2 CYP2C9 DBNDD2 DBP DDIT4 DDX11 DENND1B DGKZ DIDO1 DLG5-AS1 DNAJC10 DNAJC22 DPH5-DT DR1 DTD2 DTX2P1-UPK3BP1-PMS2P11 DUS2 DUSP6 E2F2 ECHDC2 EED EID2 EML3 ERCC6L ESR1 ETNK2 ETV3 EXD3 F2RL1 FBXO44 FBXW2 FER1L4 FGFR1 FOXP1-IT1 FSCN1 GALNT13 GALNT7-DT GAREM1 GAS5 GEN1 GFM2 GGA2 GLUL GLYCTK-AS1 GNA12 GSPT1 GTSE1-DT GUSBP14 HPS1 HPS4 IGFBP2 IGFBP5 IGSF3 IL6ST-DT IQCK ITPRID2 JMJD7-PLA2G4B KANSL1 KIAA2013 KIF5A KIZ KLF8 KLK7 KMT5AP1 KRIT1 LDLRAD4 LEPR LINC00205 LINC00662 LINC00841 LINC01399 LINC01644 LINC02941 LINC02987 LMAN1 LRRC37A2 MAGI1 MAP4 MAVS MCL1 MERTK MET MLH3 MOS MRS2 MTHFD2L MUC20-OT1 MYB NACA4P NADSYN1 NAGA NAXE NBAS NBDY NDUFC2 NEAT1 NEDD1 NEDD8 NFATC3 NFYB NISCH NNT NOP53 NPR2 NR2F2 NRIP1 NUDT16L2P OFD1 OIP5-AS1 OTUD3 OTUD5 PAK2 PARVA PELP1 PLEKHA3 PLK4 PMS2P4 POGZ POLH PPIL2 PPP1R26 PROSER3 PSMB2 PSMC3IP PTCD1 PTMAP4 PTPN12 PTPRF RALGAPA2 RANGAP1 RAVER2 RBM33 RBSN REPS2 RIPOR1 RPL10 RPL23AP1 RTF1 S100A11P1 SCAF4 SCUBE2 SDCBP2-AS1 SDR42E1 SEMA6B SERP1 SEZ6L2 SFPQ SGPP1 SIX2 SKIC2 SKIC8 SLC12A9 SLC17A4 SLC24A1 SLC25A40 SLC26A2 SLC35E3 SLC52A2 SLC5A3 SLITRK6 SMC4 SOCS2 SPDYE1 SPG7 SPON1 SRSF5 SUMO1P2 TAF1 TAPBP TCTN3 TFDP1 TGFBRAP1 TIMP3 TMPO TNK2 TP53TG3 TP63 TP73 TRIM8 TSC22D1-AS1 TSHZ2 TUBA3C UBXN10 UPK2 UQCC1 USP6 VCF2 WDR33 XPO1 YPEL3 ZBTB7A ZCCHC4 ZCCHC8 ZDHHC12-DT ZHX3 ZMYM3 ZNF117 ZNF148 ZNF160 ZNF354B ZNF548 ZNF607 ZNF783 ZNF93 WANG_ESOPHAGUS_CANCER_PROGRESSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_ESOPHAGUS_CANCER_PROGRESSION_UP CXCL3 DUSP2 HSPE1 MMP7 MYADM P3H4 PLAUR SRGN TNFRSF12A WANG_ESOPHAGUS_CANCER_VS_NORMAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_ESOPHAGUS_CANCER_VS_NORMAL_DN ACAA1 ACOX1 ADIPOR1 ADIRF ADK AFDN ALDH1A3 ALDH3A1 ALDH4A1 AMFR AP3S1 ARF3 ARL4C ASCC1 ATXN3 C5orf22 CAPNS1 CAST CDK7 CNN3 CR2 CRYAB CS DDX3X DNAJB1 DUSP5 DUSP7 ENDOD1 EPHX1 EREG FOSL2 FPGT FUT1 GFOD2 GJB2 GM2A GOLGA2 GPC1 GPX3 GTF3C1 HCAR3 HECTD1 IGFBP2 IMPA1 KCNK5 KIF1C KRT5 MAL MALL MAPKAPK3 MOSPD3 NCOA1 NCOA3 NHERF1 NLRP2 NRBP1 NRP1 NSDHL NUCB2 OXCT1 PDCD4 PGAM1 PGF PHF1 PITPNA PLXNC1 PMM1 PPP2R2C PPP4R1 PRDX6 RAB6A RABGGTA RAC1 REXO2 RPP30 RXRA S100A11 S100A12 SEPTIN8 SH3GL1 SHMT1 SLC16A6 SLC1A3 SLC26A2 SLC27A4 ST6GALNAC2 STAT4 STIM1 STK17B STK38 TBC1D10A TIAM1 TRIM13 TRIM37 TSPAN5 TSPAN6 TXNDC17 UPP1 WWP1 YWHAQ ZER1 WANG_ESOPHAGUS_CANCER_VS_NORMAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_ESOPHAGUS_CANCER_VS_NORMAL_UP ACAA2 ADGRE5 AGPAT2 AMPD2 ANXA4 ANXA5 AQP9 ARID5A ATF3 BAK1 BTN3A3 C1R C1S C4A CALU CCL4 CCR7 CD34 CDK2AP1 COL3A1 COL5A2 COL6A3 COL9A2 CREB3 CSF2RB CTSH DAP DAPK1 DUSP2 DUSP6 ECE1 EIF1 ELF5 ENC1 FCER1G FKBP6 FMOD FN1 FOSB GALNT3 GBP3 GCC2 GNB5 GPRC5B GPX2 GSTO1 HACD3 HLA-A HLA-DRB5 HSD17B3 HSPE1 ICAM2 IFI30 IFITM1 IFITM3 IFNGR1 IFT20 IGFBP3 IGFBP7 IRF3 ITGAM JCHAIN JUN KCNK1 KDELR2 KNG1 LAMA3 LAPTM5 LASP1 LGALS2 LUM LZTS3 MCM7 MECOM MEP1A MMP12 MMP7 MMP9 MST1L MTMR11 MYADM NME2 NOMO1 NOTCH4 NR4A1 ODC1 P3H4 PARP14 PECAM1 PF4 PIGT PIM2 PLS1 PMEPA1 PNPLA2 PROM1 RGS3 SDC4 SERPINE1 SERPING1 SETD3 SFXN3 SLC16A4 SMTN SOCS3 SPARC SRGN SRI SSR2 TAF15 TBXAS1 TCF7L2 THY1 TNFAIP3 TNFRSF12A TNFRSF1B TRIB2 TRIM31 TSPAN18 UCP2 ZNF593 WANG_HCP_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_HCP_PROSTATE_CANCER AASDHPPT ABCA5 AEN AFF1 AHNAK ASS1 ATF3 AUTS2 B3GAT3 B4GALT1 BMP2K BPGM CCDC69 CCNA1 CD2BP2 CD55 CDK10 CDKN1C CEACAM1 CEP57 CITED2 CLIC3 CRAT CRIP1 CSPG5 CTSA CYP1B1 DGKD DNAJB2 DUSP1 E2F1 EFEMP2 FGFR1 FLNC FN1 FOSL2 FOXO3 FTH1 GABARAPL3 GAD1 GADD45B GRB10 GSPT2 GTF2H1 H2AC11 HOXA10 HTRA1 IGFBP3 INHA JRKL LAMP3 LONP1 MAPK8IP3 MEIS2 MORC2 MSLN MUC1 NAMPT NCOR1 NEBL NEFH NOP53 NR3C1 P3H2 PDLIM5 PDXK PITX1 PNMT PPP1R15A PRDX2 PSCA RARRES1 REC8 RETREG2 RGS2 RHOD RPL28 RPS21 S100P SECTM1 SGK1 SH2D3A SHMT2 SIDT2 SIM2 SLC39A8 SOCS6 SPTAN1 ST3GAL6 STC2 SYT17 TACC2 TAF1D TCFL5 TFEB TP53I3 TUFT1 TWIST1 TXNIP UBXN1 VPS37C WNT5A WWC1 ZNF160 ZNF419 ZNF580 WANG_IMMORTALIZED_BY_HOXA9_AND_MEIS1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_IMMORTALIZED_BY_HOXA9_AND_MEIS1_DN ADGRG1 CALCRL CD244 CD27 CD34 CD93 CXXC5 EBF1 EDNRA ERG FLT3 GEM IL7R ITGB7 LY86 MEIS1 NRGN NRIP1 OAF PTPRCAP SATB1 TMSB10 TSC22D1 TSPAN2 WANG_IMMORTALIZED_BY_HOXA9_AND_MEIS1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_IMMORTALIZED_BY_HOXA9_AND_MEIS1_UP ABCA13 AKR1C4 ALAS1 B4GALT6 BMI1 BSCL2 CCNB1 CCND2 CD177 CLEC7A CSF2RA CTNND1 ELANE GDA HSD11B1 IGSF6 KMT2A MPO MS4A3 MTUS1 MYB PDE2A PRTN3 RHOJ RNF128 SLFN12L SORT1 TFEC TGFBR3 THBS1 TLR4 TNFSF13 WANG_LMO4_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_LMO4_TARGETS_DN AATF ABCF2 ACBD3 ACSL3 ACTA2 ACTR2 AFF4 AHRR AIMP2 AKAP9 AP3B1 ARCN1 ARFGEF2 ATAD1 ATAD2B ATG4D ATP11C ATP5ME ATP6AP1 ATP6V0E1 ATP6V1C1 ATP6V1H AURKA B2M BACE1 BAG3 BAZ2B BBX BCAP29 BCAS2 BST2 BZW1 C17orf49 C9orf85 CAPZA2 CASC3 CASK CCDC127 CCDC137 CCDC15 CCDC83 CCT7 CDC37L1 CDC42 CDR2 CGN CHMP1B CHMP4A CHURC1 CLCF1 CLPTM1 CLTA COBLL1 COG5 COG6 CPEB2 CPSF2 CRB3 CSGALNACT2 CTNND1 CWC27 CYP2U1 DAGLB DAPP1 DDX20 DDX27 DDX46 DDX60 DGCR8 DIABLO DKC1 DLST DMD DNAJC7 DTNA DTX3L DUSP16 DUSP23 DUSP3 DYNC1H1 DYNC1LI2 EHMT1 EIF2B4 EIF3A EIF3D EIF4G3 EIF5B ELP2 EPC1 ERCC4 EVL EXOC1 EXOC3 EXOC4 EXOC6 EXOC6B F12 FAF2 FBLIM1 FBXO28 FBXO3 FBXW11 FDX1 FEZ2 FHL2 FKBP7 FUNDC1 FUT8 FXR1 GADD45A GANAB GAPDHP77 GATA2 GATA3-AS1 GGACT GGNBP2 GOLPH3-DT GPATCH2 GPATCH4 GPKOW GPR87 GPRC5A GSTCD GTF3C3 GULP1 H1-2 H4C8 HACL1 HAPSTR1 HEATR6 HLA-B HMGCS1 HMMR HOOK2 HOXD8 HS6ST3 HSPB8 HYCC2 ICA1L IFIH1 IFITM3 INPP4B INSR IQGAP1 IRF9 IRGQ ITCH JPT2 JUN KALRN KAT14 KAT5 KATNBL1 KBTBD4 KCNQ3 KIAA2013 KLF8 KMT2A KNOP1 KRTCAP2 LARS1 LCA5L LIN7A LINC00582 LINC02716 LONRF1 LRRC41 LURAP1L LXN LYRM2 LYSMD2 MACC1 MAD2L1BP MAPK1IP1L MAPK6 MATCAP2 MBD1 MEAF6 MED10 MED6 MGAT5B MGST3 MIX23 MKLN1 MPZL3 MRPL57 MRPS15 MRPS21 MRPS28 MRPS31 MTIF2 MTIF3 MTMR2 MYH14 MYLIP NAA20 NBR1 NCOA7 NDUFAF2 NEAT1 NECAB1 NFKBIZ NGDN NOL7 NOPCHAP1 NRBP1 NRDE2 NSD3 NSUN4 NUFIP2 NUP88 OCIAD1 OCLN OCLNP1 OPTN OSTM1 PAK2 PAM PAPSS2 PCGF6 PDAP1 PDE3A PDK3 PDZD8 PFDN6 PHF11 PHF6 PIK3CB PIP5K1A PLEKHA1 PLEKHB2 PLRG1 PMP22 POLB PPFIA1 PPM1D PRMT5 PRPF40A PSAP PSG6 PSG9 PSMC5 PSMD5 PTPRK PTS PURB RAB11FIP1 RAB14 RAB18 RABGEF1 RASSF8 RB1CC1 RBM15 RBM22 RBM25 RBM26 RC3H2 RDH11 RDX RERG RETREG1 RGS22 RICTOR RNASEL RNF181 RNF6 RNF7 RNFT1 RPF1 RPL23 RPL35A RPL7L1 RPS17P5 RRN3 RUFY2 S1PR1 SAMD9 SAMHD1 SAP30BP SAR1A SCFD1 SH3GLB1 SIPA1L2 SLC26A11 SLC3A2 SLC4A1AP SLC7A2 SLF2 SMAP2 SMIM14 SNRPA1 SNRPF-DT SNX22 SNX4 SNX6 SPART SPRYD7 SPTBN1 SRA1 SRFBP1 SRGAP1 SRP68 SRP72 STX12 SUGT1 SUN1 SYNPO2 SYTL2 TARDBP TBC1D25 TBC1D7 TBC1D9 TDG TEFM TGS1 THUMPD3 TIGAR TMEM178B TMEM192 TMEM199 TMEM64 TMOD3 TMTC2 TNFRSF18 TOP1 TOPORS TRAV23DV6 TRIP12 TRMT10A TRNP1 TTC17 TUBD1 TYW5 U2AF1 UBA6 UBQLN1 UBR4 UBR5 USP28 USP37 USP47 USP8 UTP4 VAT1 VIRMA WAPL WASL WDR41 WDR6 XIAP ZC3H7A ZDHHC5 ZFAND2A ZFR ZNF24 ZNF341 ZNF407 ZNF445 ZNF568 ZNF622 ZNFX1 WANG_LMO4_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_LMO4_TARGETS_UP ABHD17C ABTB2 ACTG1 ACVR1B ACY1 ADAD1 AGPAT5 AGR2 AHCY AK3 AKR7A2 AKR7A3 AKT1 ANKRD13D ANKRD55 ANKRD9 ANKS6 AOPEP APIP ARG2 ARHGEF12 ARL17A ARL5A ARRDC4 ASNSD1 ATF5 ATG10 ATP13A3 ATP1B1 ATXN10 AURKAIP1 AZI2 BBLN BBOF1 BCAM BCAP31 BCL11B BCL6 BCL7C BCOR BMP7 BOK BTBD2 C19orf48P C21orf91 CACNG4 CALR CARD19 CBFA2T3 CBX3 CCDC14 CCDC149 CD151 CD47 CDC123 CDC23 CDC42SE1 CDCA2 CDV3 CEBPA CECR2 CENPK CENPX CFL2 CFLAR CMAHP CNNM3 CNOT2 COTL1 CPEB4 CPSF4 CREB1 CREB3L2 CRIPT CRLS1 CROCCP2 CROT CRYZL1 CSPP1 CTDSP1 CTNNB1 CXCR4 CYB561 DANCR DBI DCAF16 DDIT4 DELE1 DHRS2 DLX1 DMTF1 DNAJC1 DNAL1 DOK7 DPAGT1 DPY19L1 DPY19L4 DSTN DUXAP8 DYNLL2 DYRK1A E2F3 EED EMP2 ENAH EPB41L4A-AS1 EPM2AIP1 ERGIC1 ETS2 ETV6 F11R FAM174A FAM20C FBXL16 FBXO46 FBXO8 FIGN FOXP1 FOXRED1 FREM2 FRMD8 FSBP FUBP1 GAS5 GDPD1 GFM1 GLUD1 GLUL GPR158 GRHL2-DT GRN GTF2A1 H3-3A H4C3 HACD3 HELLS HIPK2 HMG20B HMGB1 HNMT HNRNPA1 HNRNPR HNRNPUL1 HPS1 HSFY1 HSP90B1 IFT25 IGDCC3 IGFBP2 IL1R1 INIP INO80D ITFG1 ITGAV ITPRID2 ITPRIPL2 KBTBD4 KIF3A KMT2C LGALS8 LINC00662 LINC00865 LINC00938 LINC01667 LINC02984 LITAF LLGL1 LNPK LPCAT1 LPGAT1 LRRFIP1 LSM5 LTBP1 LYRM7 MACIR MAFIP MAN1A2 MAP3K3 MAX MB MBNL3 MDM4 MEGF9 METTL26 MGC16275 MINDY3 MIPOL1 MIR3682 MLPH MOGS MORF4L1 MRI1 MRPL10 MRPL30 MRPL33 MRPS25 MT1X MT2A MTA1 MTDH MTMR12 N4BP2L2 NAA25 NABP1 NAP1L1 NBPF14 NDRG1 NDRG3 NEAT1 NEBL NECAB3 NEK6 NET1 NFIA NIPAL2 NIT1 NLK NLN NNT NOA1 NPIPA1 NPM1P22 NR2C2 NRIP1 NSD2 NT5DC1 NT5DC2 NUCKS1 NUDT21 OGG1 OGT PABPC1 PABPC1P3 PACRG-AS3 PACRGL PAQR8 PCMT1 PCMTD1 PCYOX1 PDCD4 PDP1 PDRG1 PDS5B PDZK1 PGK2 PGLYRP4 PGRMC1 PHACTR2 PHB2 PIGM PISD PITPNA PLGLB1 PM20D2 PPHLN1 PPP3R1 PRDX6 PRKAR1A PRKCSH PROM2 PRR11 PTPRG-AS1 PURG RAB10 RABL3 RAD51D RALBP1 RALGPS2 RBMXL1 RET RFX1 RGMB RHOB RHOQ RHOU RIN2 RMI2 RNF144B RNU6-853P RPE RPUSD1 RSBN1L S100A13 SCAI SCAMP1 SCUBE2 SELENBP1 SERINC5 SERTAD1 SERTAD4 SFPQ SFT2D1 SFXN1 SGK3 SKP2 SLC10A3 SLC16A6 SLC25A48 SLC25A6 SLC2A1 SLC2A4RG SLC35A1 SMAD5 SMIM30 SMIM7 SNHG12 SNORD60 SNX18 SOAT1 SOS1 SOWAHC SPDEF SPTBN1 SREK1 SRRT SRSF4 ST13 STARD7 STK11 STYK1 SUB1 SUMO1 SUSD2 SUSD4 SYPL1 SYT7 TCAF1 TCF3 TFAP2C TFF3 THBS1 TIAM1 TIPARP TLK1 TM9SF2 TMEM106B TMEM120A TMEM135 TMEM201 TMEM50B TMEM65 TMEM97 TRAF7 TSC22D1 TSPAN32 TSPAN4 TTC3 TUBA1A TUBB TUG1 TUSC3 TXNIP UBL3 UBTD2 UQCRB USP36 USP6NL VCF2 VGLL4 VPS4B VRK2 WEE1 WWP2 YIPF5 ZBED1 ZFP36L2 ZMIZ1 ZMYM5 ZNF326 ZNF430 ZXDB WANG_LSD1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_LSD1_TARGETS_DN ATF5 BTG1 CABLES1 CCNB2 CGA CHGA CHGB CHST8 CISH CPE CPLX2 DLL3 ECE1 EGR1 EGR2 ESM1 EXOC8 FOS GADD45A GH1 JUNB LHB PCLO PCSK1N PCSK2 POLR3D PRL RIMS2 RIMS3 SNAP25 STXBP1 SYN2 SYT1 SYT4 TRO TSHB VEGFD WANG_LSD1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_LSD1_TARGETS_UP CCNE1 CD1D CDKN1C CSRP2 ELK3 EPB41L2 EZR FOXG1 GADD45G GAS6 HEPH IGFBP2 IGFBP5 LGALS1 MDK MGP MYCL PDGFA PYCARD RELN RPRM SIX1 SOX2 TGFB2 WANG_METASTASIS_OF_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_METASTASIS_OF_BREAST_CANCER ACOT11 ANAPC15 BCL2L14 CEP57 COL2A1 FUT3 GABRQ GAS2 MYH2 PARP4 RFX7 RPL23AP4 RPS4XP3 TNFSF10 ZNF362 ZSWIM8 WANG_METASTASIS_OF_BREAST_CANCER_ESR1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_METASTASIS_OF_BREAST_CANCER_ESR1_DN ABLIM1 ACACB AP2A2 ARHGDIB BICD1 C3 CAPN2 CD44 CLN8 CNKSR1 DUSP4 EIF4EBP3 ETV2 FKBP2 GFOD2 GOLM1 IL18 LINC01482 LST1 MAP4 METTL25B MMP23B NEFL NEURL1 OR12D2 ORC3 PHF11 SLC35A1 TACC2 TESPA1 TNFSF13 ZFP36L2 WANG_METASTASIS_OF_BREAST_CANCER_ESR1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_METASTASIS_OF_BREAST_CANCER_ESR1_UP ATAD2 CBX3 CCNE2 CENPU EEF1A2 FEN1 GTSE1 H4C8 HDGFL3 KPNA2 MYRF NCAPG2 PGAP6 PLK1 POLQ PPP1CC PSMC2 SMC4 SUPT16H UCKL1 YIF1A ZCCHC8 WANG_METHYLATED_IN_BREAST_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_METHYLATED_IN_BREAST_CANCER CAV1 CAVIN1 CDC25A CLC CTNNA1 DKK1 DUSP1 EPHA2 ETV5 F3 FOSL1 FYN GADD45A GDF15 GJB3 HBEGF INHBA IRS2 KLF6 KRT17 MAFF MYO1B PTPRG SERPINB8 SLC3A2 SLC7A5 SLC9A1 SMURF2 SPHK1 STK17A THBS1 TNFRSF10B TUBB UPP1 ZYX WANG_MLL_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_MLL_TARGETS ABCA9 ABHD3 ABI3BP ADAM19 ADH1C ADM ADORA2B AGT ALDH2 ALX1 AMIGO2 ANGPT1 ANO4 APOBEC3B AR ARHGAP18 ARHGAP26 ARHGDIB ARHGEF6 ARID5B ASB15 ASPA ASPN ATP2B1 AVPR1A B3GALT4 B4GALNT4 BAIAP2L1 BNC1 C2 C4BPA CABLES1 CACNA1A CACNA1G CALHM5 CCDC68 CCDC80 CD14 CDHR1 CDKN2C CDO1 CES2 CHI3L1 CISH CLIP4 CLMP CNKSR3 CNNM2 COL10A1 COL14A1 COL2A1 COL6A1 COL6A2 CPQ CPZ CXCL3 CYBA CYP2F1 CYP2S1 CYS1 DAB2 DAPP1 DEF6 DGKA DHRS3 DKK3 DLL1 DLX2 DMBX1 DPEP1 DPYD DUSP2 EBF1 EBF3 EDA EFHD1 EGR3 EIF4E3 EMB EMC2 EMILIN1 ENPEP ENPP1 ENPP3 ESR1 ESX1 ETV1 EVA1A F5 FABP4 FABP7 FAM13A FAM20A FAM3C FBN2 FBXL7 FES FGF10 FNDC3A FOXC1 FOXC2 FOXD1 FOXS1 FRAT2 FRMD5 FRZB FUT11 G0S2 GAL3ST1 GALNT12 GATA3 GATA4 GATA6 GDA GDF6 GLT8D2 GNG8 GPM6B GPX7 GRB10 GRIP1 GSTT2 H6PD HCAR2 HCCS HDAC9 HLF HNF1B HOGA1 HOXA10 HOXA13 HOXB3 HOXB5 HOXB6 HOXC10 HOXC13 HOXC5 HOXC6 HOXC8 HOXC9 HS6ST2 HSD11B1 HTR2A IGF2BP3 IGFBP6 IL1RL1 IL1RN IL20RA IL6 ISL2 ISLR ISOC2 ITIH2 JAM2 KAZALD1 KCNA4 KCNC2 KCNJ15 KCNJ2 KIF21A KRT13 LAMA1 LARP6 LDHB LGALS3BP LHFPL1 LPXN LRIG3 MAF MAFB MAP3K5 MAPK13 MEG3 MGP MINAR1 MME MMP13 MMP14 MMP2 MRC2 MST1R MYLIP NAALAD2 NADK2 NAPEPLD NDNF NEGR1 NFATC4 NFIA NKX6-1 NOTUM NR4A2 NT5DC2 OMD OSR2 PARP14 PAX1 PAX3 PAX6 PAX9 PCBD1 PCDHB13 PCDHB7 PDE9A PDK4 PELI2 PITX2 PKP3 PLA2R1 PLAC8 PLEK PLEK2 PNMA2 POSTN PPM1L PTGES PTGFR PTHLH PTPN22 PTPRM RAB3IL1 RABGAP1L RASSF9 RENO1 RGS16 RIDA RNF130 RNF144A RNF144B RPS6KA6 RSPH9 RSPO2 RSRC1 RTN4RL1 RUBCNL S1PR1 S1PR3 SASH1 SCARF2 SCEL SCP2 SELENOP SERPINB10 SFRP1 SFRP2 SH3RF2 SH3RF3 SH3TC1 SHC4 SHOX2 SLC10A6 SLC16A7 SLC27A3 SLC7A2 SLC8A3 SLCO2A1 SLIT2 SLIT3 SMOC1 SMOC2 SMPDL3B SNED1 SOX5 SPON2 SPRR1A STAT5A STEAP4 STOX2 STXBP6 SVEP1 TBC1D8 TBX15 TGFBI TGFBR3 TGM1 THBD THBS2 TMEM119 TMEM140 TMEM35A TMEM51 TOX TREM2 TTC9 TWIST2 UGP2 VAX2 VEGFC VN1R2 WFDC21P WNK4 ZCWPW1 ZIC2 ZNF503 WANG_NEOPLASTIC_TRANSFORMATION_BY_CCND1_MYC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_NEOPLASTIC_TRANSFORMATION_BY_CCND1_MYC ADAM12 AREG ARHGAP24 ARHGAP6 ATF3 BMF CLSTN2 COL5A1 COL5A3 DDIT3 EREG IGFBP3 IGFBP4 IGFBP5 IGSF5 LPAR4 MMP12 S100G SERPINB9 TRIB3 TSPAN6 TSPAN7 WANG_NFKB_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_NFKB_TARGETS ACTC1 APLNR ATP2A1 CASP7 CAV3 CHRNG CISH CMA1 CSRP3 FOXA2 HOXA1 ITGB5 MEF2B MIOX MYH1 MYH7 MYL4 NOTCH1 RARG SH3BP1 TNNC1 TNNI1 TNNT1 TRAF5 WANG_PROSTATE_CANCER_ANDROGEN_INDEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_PROSTATE_CANCER_ANDROGEN_INDEPENDENT ALDH4A1 AP2A2 ARHGEF28 BAIAP2 BDKRB1 BTG2 CDC14B CDH11 CEP170B CIAPIN1 COL15A1 CYREN DBI DBP DCXR DST DZIP1 EDA EIF3B ENTREP1 FAAP100 FBXO11 FMO1 FN1 FRAT2 GADD45G GSTT1 HDDC2 HGD ID2 JUND KAT8 LILRB3 LTB4R MCL1 MT1H NMT2 NR4A3 PARP2 PECAM1 PPP1R12A PRKAR2B PRPF19 RAB27A RABGAP1L REPS2 RNF41 RPL13 RPL39L RPLP2 RPS14 SDC2 SGSH SLC4A1AP SOD2 SPCS3 TBC1D31 TNNI3K TOMM7 TOP3A TRAPPC13 TRIM33 UGT8 USPL1 ZNF731P ZNF84 WANG_RECURRENT_LIVER_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RECURRENT_LIVER_CANCER_DN CDC42SE1 CDO1 CNGA1 ELL2 ETS2 GCH1 ID2 INSIG1 MAFB NUDT9 PGGT1B PTP4A1 SAR1B SLC27A2 SPACA3 TIGD2 WANG_RECURRENT_LIVER_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RECURRENT_LIVER_CANCER_UP CETN2 CUL4B DNAJC10 KCNK1 MPHOSPH9 PABIR2 PARD3 PTPN11 R3HDM1 RACGAP1 RBM41 RPL10A SH3GLB2 SKA2 SMURF2 SSR3 SYNGR2 USH1C ZBTB38 ZNF652 WANG_RESPONSE_TO_ANDROGEN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_ANDROGEN_UP ACSL3 APPBP2 ATXN3 BMPR1B CAMKK2 CENPN CRLS1 DYNLL2 ELK4 EVI5 FADS1 GNAI3 HMGCR INSIG1 KLK2 KLK3 MAF MAP7 MED28 MTERF4 NGLY1 PIAS1 RRP12 SLC30A7 SPCS3 TMEM50A TRGC1 UBE2J1 ZBTB10 WANG_RESPONSE_TO_BEXAROTENE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_BEXAROTENE_DN ADD1 ADORA2B ARHGAP20 CAST CPNE8 EDIL3 EPS15 FASLG FGF12 FLT3LG GIMAP7 GNAI1 H1-2 HYAL3 INSM2 ITGB2 ITIH3 LYN MAP6 MAPK14 MED14 MMP1 MSC NAB1 PCYT1A RAB32 RAD51AP1 SERPINA3 SKAP2 TNFSF8 WANG_RESPONSE_TO_BEXAROTENE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_BEXAROTENE_UP BCL2L14 BNIP3 BRCA1 CA13 CA5A CDH3 CEACAM1 CELA1 CHCHD4 CHCHD5 CIAPIN1 CLDN2 CNNM3 COL26A1 CTNNBIP1 EFNA4 EGF EMB FGD1 GLIPR1 GNB1L HDAC6 HDGF HDGFL1 LAMB1 MPG NFX1 PRRX2 RANGRF RASA2 RGS11 TBX20 TCP10L TLX1 WANG_RESPONSE_TO_FORSKOLIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_FORSKOLIN_DN APPBP2 ATXN3 MAF MTERF4 NAV1 PIAS1 SESN1 SLC30A7 ZBTB10 WANG_RESPONSE_TO_FORSKOLIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_FORSKOLIN_UP ACSL3 BMPR1B CAMKK2 CENPN CRLS1 DYNLL2 ELK4 EVI5 FADS1 GNAI3 HMGCR INSIG1 KLK2 KLK3 MAP7 MED28 MMP16 NGLY1 RRP12 SPCS3 TMEM50A TRGC1 UBE2J1 WANG_RESPONSE_TO_GSK3_INHIBITOR_SB216763_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_GSK3_INHIBITOR_SB216763_DN ACAT2 ACSL1 ACSL3 ACTL6A ACY1 AHSA1 ALDH1A3 ALDH1B1 ALOX12 ALYREF ANKRD18DP ANKRD28 APBB1 ARHGAP21 ARHGAP44 ARL4C ARRB1 ASF1B ATAD2 ATAD3B ATG101 B4GALT2 BEX1 BICDL1 BLM BRCA1 BRIP1 BUB1 BUB1B BYSL C11orf58 C1DP2 C1DP3 CABLES1 CASTOR2 CCDC26 CCDC28A CCM2 CCNA2 CCNE1 CCNE2 CCPG1 CCR1 CCR2 CD151 CD180 CD38 CDC25A CDC42EP3 CDC45 CDC6 CDCA4 CDK2 CENPH CENPK CENPM CENPU CENPV CEP76 CHAF1A CHAF1B CHST11 CIP2A CITED2 CKS1B CLSPN COQ8A CTDSPL CTPS1 CYP51A1 CYTIP DARS2 DBN1 DCTPP1 DCUN1D5 DDIAS DENND11 DERL3 DHCR24 DHCR7 DHFR DHFRP3 DIAPH3 DISP2 DKC1 DLX1 DNAJA1 DNAJC19 DPH2 DSCC1 DTL DUSP6 E2F2 E2F7 E2F8 EAPP EBNA1BP2 EBP ECE1 EEF1AKMT1 EGR1 EHD1 EIF4EBP1 EIF5AL1 ELOA EMP2 ENSG00000293349 ERO1A ESCO2 ETV4 ETV5 EXO1 EXOSC4 EXOSC5 EZR F2RL3 FABP5 FADS2 FAM136A FAM32A FASN FEN1 FKBP4 FOS FOXJ3 FUT7 GABPA GABPB2 GART GEMIN4 GGT5 GINS1 GINS2 GINS3 GINS4 GK GMEB1 GMFG GMNN GNB4 GOLGA8IP GPT2 H1-4 H1-5 H2AC13 H2AC4 H2AX H2AZ1 H2BC14 H2BC3 H3C12 H4C2 HDHD5 HELLS HERPUD1 HMGB3 HMGCS1 HNRNPAB HSP90AA1 HSPA1A HSPA1B HSPA4L HSPE1 HSPH1 IDI1 IGFBP4 IGLL3P IL1RAP IL3RA INSIG1 IPO11 ISYNA1 ITGA4 ITGA5 ITGB5 JADE2 JPT2 KCNN4 KIF21B KIF22 KIF23 KLHDC2 KLHDC3 KNL1 KNOP1 KNSTRN LACC1 LAS1L LBR LDLR LGALS12 LMO2 LPCAT1 LRP8 LY6E LYAR MAD2L1 MAF1 MASTL MATK MCAT MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MELK MIF MIR155 MOB3A MOCS3 MRPS12 MRTO4 MSH2 MSH6 MSMO1 MSN MTBP MYBL2 MYC NASP NCAPD3 NCAPG NCF1 NCS1 NDRG1 NHERF1 NHP2 NIP7 NLRP3 NOL6 NOP16 NUDT5 NUF2 ORC6 PAIP2 PALS2 PBK PDCD4 PDGFA PDK1 PELI2 PFKP PHLDA1 PIGW PIH1D1 PIM1 PIM2 PKMYT1 PLK4 PLXNA1 PNO1 POLA1 POLE2 POLR3H PPP1R27 PREB PRPS1 PRXL2B PSAT1 PSMC3IP PTPN7 PTPRE PTTG1 PUS7 PYCR3 RAB18 RAD51 RAD51AP1 RAD54L RANBP1 RANBP1P1 RASGRP2 RB1CC1 RFC2 RFC3 RFTN1 RFWD3 RHBDL3 RNF122 RNF144A RNMT RPS6KA5 RRM2 RRP12 RRP7A RUVBL1 SCD SDF2L1 SEH1L SEL1L3 SERPINB8 SFXN1 SHCBP1 SIGLEC12 SINHCAF SLC16A1 SLC1A4 SLC25A19 SLC27A2 SLC2A1 SLC2A3 SLC2A5 SLC38A2 SLC38A5 SLC39A14 SLC6A6 SLC7A5 SLCO4A1 SMC2 SNORD14C SNORD14E SNRPG SPC24 SPC25 SPIN4 SQLE ST8SIA4 STMN1 SUN2 SUV39H1 SYT2 TAF4B TBC1D15 TCF19 TCTN2 TDRKH TENT5C TEX30 TFAM TFB2M TFDP2 TFRC TGFBR1 TICRR TIMP3 TIPARP TIPIN TK1 TLE4 TLR2 TNF TNFAIP3 TOE1 TRIP13 TRMT10C TSFM TSR1 TUBA4A TWNK TYMS UBALD1 UBALD2 UBE2T UHRF1 UMPS UNG URB2 UTP15 WDR4 WDR48 WEE1 WT1 WT1-AS XBP1 XRCC2 ZNF367 ZWINT WANG_RESPONSE_TO_GSK3_INHIBITOR_SB216763_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_RESPONSE_TO_GSK3_INHIBITOR_SB216763_UP ABAT ABCA7 ABRAXAS1 ACAD11 ACER3 ACRBP ACSF2 ADA2 ADCY10P1 ADGRE4P AFG1L AGL AGTPBP1 AHCYL2 ALCAM ALDH2 ALG13 ALOX5AP AMPD3 AMY1A AMY2A AMY2B AMZ2P1 ANKRD18A ANKRD20A2P ANKRD20A8P ANKRD26 ANO8 ANXA5 AP1G2 ARHGAP15 ARL17A ARL3 ARNT ARRDC3 ASAH1 ATF7 ATF7IP2 ATG16L2 ATG4C ATP10D ATP6AP1L ATP6V1A ATP7A ATP8B4 ATXN1 B2M BBS10 BBS2 BLTP1 BTN2A2 C14orf93 C18orf32 C1RL C5 CACNA1E CAMLG CARF CASP1 CCDC144A CCDC146 CCNB1IP1 CCNI CD101 CD300LF CD36 CD37 CD4 CD47 CD48 CD68 CD74 CD84 CDK5RAP3 CHD2 CIMAP1B CLN8 COLGALT2 CPEB4 CPT1B CREB5 CRYBG1 CSF3R CSNK2A2 CSTA CTNND1 CTSB CTSH CTSS CXCR4 CYB561A3 DAPP1 DCP1B DENND1C DENND4B DMXL1 DMXL2 DNAJC4 DNASE2 DPH5 DTNA DUSP5P1 DYM DZIP3 EFHC1 EIF4B ELMO1 ENPP2 EPB41L4A-AS1 ERV3-1 EVI2A EVI2B F11R FAM183BP FAM220A FGD2 FGGY FGL2 FIG4 FLVCR2 FOXN2 FRRS1 FUNDC1 FYB1 GAA GBA1LP GBGT1 GCNT1 GFRA2 GIMAP2 GIPR GLRX GM2A GNPDA1 GNS GOLGA1 GPAT3 GPHN GRAMD2B GSTM4 GTF2IRD2 H2BC18 HACD4 HERC2P2 HERC2P3 HERC2P4 HEXB HLA-DMA HOMEZ HPD HPS1 IDS IFI30 IFIH1 IGF1 IGFLR1 IL10RA IL10RB IL18 IPCEF1 ITCH ITGB7 JAML KCNE3 KDM4A KIAA0825 KLHDC1 KMT2C KRBOX4 KRCC1 LAMP1 LDAF1 LETMD1 LHFPL2 LIG4 LIMA1 LIMD1-AS1 LINC01002 LPAR2 LRMDA LRRC37A LRRC37A2 LRRC37A4P LTA4H LY86 MALAT1 MANBA MAP4K1 MCMDC2 MCOLN2 MEFV MFSD13A MGAT4A MGST1 MR1 MS4A7 MTHFD2 MYO15B MYO18A MYO5A MYOM1 NABP1 NAGLU NAIP NBEAL1 NBR2 NCAM2 NCF2 NCF4 NEU1 NFKB2 NKG7 NLRC4 NPC1 NPIPB7 OMA1 OR7E85BP ORMDL1 OTULINL P2RX4 PAFAH2 PAN2 PAPSS1 PAQR8 PARP10 PARP9 PCNX1 PDE1B PHF21A PIK3R3 PIP4P2 PIP5K1A PITPNC1 PLD1 PLD3 PLSCR1 PLXDC2 POLR1HASP PRCP PRDM1 PRKAR2B PRKCB PROS1 PSAP PSTPIP2 PTPN22 PTPRC PUS10 PWAR5 QSOX1 R3HDM2 RASGRP4 RCAN3 RCBTB2 RCOR3 RFT1 RHOT1 RHOU RNF130 RNF213 RNU105C RPL12P2 RPL21 RPL21P93 RPL23AP82 RPL28 RPL31 RPRD2 RRAGD RSRP1 SAMD8 SAT1 SAT2 SCAPER SCARB2 SCARNA17 SCARNA9 SCIMP SDCCAG8 SEC31B SENP7 SERINC5 SESN3 SEZ6L2 SGTB SHISA7 SIDT2 SIGLEC10 SIGLEC6 SIRPB2 SKIC3 SLC15A2 SLC17A5 SLC25A20 SLC25A6P2 SLC2A9 SLC35D2 SLC37A2 SLC38A6 SLC46A3 SLC7A11 SLX4IP SND1-IT1 SNHG32 SNORD116-1 SNORD116-24 SNORD116-3 SNORD116-5 SNORD116-6 SNORD116-8 SNORD49B SNORD58A SNRPN SNX29P1 SNX29P2 SORL1 SPATS2 SPTAN1 SSBP2 ST14 ST3GAL2 ST8SIA6 STAC3 STAG3L4 STAT2 STXBP1 SYCP2L TAF12 TAF1D TAS2R4 TBC1D3B TBC1D3C TBC1D3G TCAIM TET2 TEX19 THG1L TIMP2 TLR1 TMEM106B TMEM131 TMEM144 TMEM198B TMEM260 TMEM62 TMEM86A TNFAIP2 TNFSF13B TPT1P9 TPTE2 TRA2A TRAF3IP2 TRAF3IP3 TRAK2 TRAPPC2 TRIM38 TTC17 TTLL3 TXK USO1 VEGFA VIT VPS8 VWA8 WASHC2A WASHC2C XAF1 ZC3H6 ZFAND1 ZFAND3 ZFAS1 ZFYVE16 ZMAT3 ZNF117 ZNF138 ZNF226 ZNF230 ZNF251 ZNF252P ZNF277 ZNF280D ZNF366 ZNF404 ZNF429 ZNF555 ZNF573 ZNF577 ZNF581 ZNF641 ZNF91 ZNF93 ZYG11B WANG_SMARCE1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_SMARCE1_TARGETS_DN AASDHPPT ABCE1 ABHD3 ABI3BP ACOT9 ADAM12 ADAMTS1 ADAMTS2 ADGRL2 AFF3 AFG2B AIMP1 AK2 AKR1B1 ALAS1 AP2B1 APBB2 APIP APOO ARGLU1 ARSJ ATAD3A ATP2B1 ATP5ME ATRX AURKA B3GALNT1 B3GNT5 BAALC BAMBI BBIP1 BDKRB1 BDKRB2 BDNF BMP2K BNIP3 BOLA2 BST1 BST2 C11orf24 C15orf48 C1QBP CACYBP CALHM6 CAND2 CASD1 CASP7 CAT CAV1 CAV2 CAVIN2 CCNE1 CCNE2 CCR8 CD70 CD9 CDC25A CDC42 CDCP1 CELF1 CENPV CFAP299 CITED2 CKLF CLK4 COX5A COX7B CREB3 CSAG3 CSE1L CSTB CSTF3 CTPS1 CTSC CXCL1 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CYB5B CYP1B1 CYYR1 DBNDD2 DCK DEF8 DENND2A DIO3 DLAT DLEU2 DNAJC15 DOCK1 DRAP1 DUSP4 DUSP6 DUSP7 DUSP9 DVL1 DYNLT3 E2F5 EBP EGFR EHD4 EIF1AX EIF4E EIF4G3 ELOVL6 ENOPH1 EPHA2 ERCC6L ETV3 EXOSC10 EXOSC8 FADS2 FAM216A FANCI FGF12 FGF2 FGF5 FH FIP1L1 FJX1 FOCAD GAL GALNT14 GALNT7 GAR1 GASK1B GDF15 GLA GLRX2 GLRX3 GLT8D1 GLYR1 GNG11 GNL3 GOLGA8A GRPEL1 GRTP1 GTF2A2 GTF2H2 GUCY1A2 HACD1 HADH HAUS6 HCCS HDDC2 HERC2P9 HIGD1A HK2 HLA-B HMGA1 HMGCS1 HNRNPD HPF1 HPSE HS3ST1 HSPA1A HSPA1B HSPA4 HSPA4L HSPA9 HSPH1 IDH3A IER5 IFI27 IFT25 IFT74 IGF2BP3 IL13RA2 IL4R ING2 INPP4B ITGA10 KAT2B KBTBD11 KYNU LAMA4 LAP3 LBHD1 LBR LGALS3BP LIF LINC01399 LOXL1 LSM5 LY6E LYPLA1 MACROH2A1 MAD2L1 MAEA MAGEA1 MAGEA12 MAGEA3 MAGEA5P MAN1A1 MAP7D2 MAPK6 MATCAP2 MED28 MEF2A MICA MID1 MIOS MIR3648-1 MOK MRPL13 MRPS17 MRS2 MTAP MTERF3 MTOR MX1 MX2 MXRA5 MYBL1 NAA15 NCAPG NDC80 NDUFAB1 NDUFAF3 NDUFV2 NMT2 NOC2L NOP16 NPIPB3 NPTX1 NRG1 NSMCE4A NT5E NTN4 NUDC NUP58 OAS3 OGFRL1 OPN3 OR7E12P OSTM1 PALMD PARP12 PBK PDCD2 PDCD5 PDE4DIP PDF PDHA1 PDLIM3 PDLIM5 PDS5A PIGA PLAGL1 PLCB4 PLK2 PNISR PNN POLR3G POP7 POU4F1 PPA2 PPIF PPP4R4 PRAME PRDX2 PRDX3 PRR16 PRR7 PRSS23 PSMB8 PSMB9 PTGER4 PTP4A1 PWP1 QDPR RAB9A RAMP1 RASA1 RBFOX2 RGS20 RGS4 RNF138 RNF182 RNF6 RP2 RRAS2 RSPO3 RWDD3 S100A2 S100A8 SAC3D1 SACM1L SACS SAMHD1 SCG2 SCML1 SDHB SELENOW SEMA3C SEPTIN9 SERF1A SERF2 SFRP2 SFXN1 SGK1 SHISA2 SHOC2 SHTN1 SIX2 SLBP SLC16A2 SLC1A6 SLC25A37 SLC29A1 SLC39A8 SLC4A7 SLCO4A1 SLITRK5 SMARCA5 SMC3 SMG1P2 SMG1P5 SMN1 SMS SMURF2 SNRPA1 SOD2 SORBS2 SPCS3 SPON2 SRGN SRM SRPK1 STAM STC2 STEAP3 SUCLA2 SUSD5 TACC2 TAP1 TAP2 TARDBP TBC1D4 TBRG4 TCERG1 TEX30 TFDP1 TFPI2 TGM2 TIAL1 TLCD4 TLE4 TM4SF1 TM4SF18 TMEFF1 TMEM14B TMEM33 TMEM47 TMSB4Y TNFRSF11B TNFRSF21 TNFRSF6B TPD52 TPD52L1 TPM1 TRABD2A TRIB1 TRIM8 TRIM9 TRPC4 TSPAN13 TSTD1 TWIST1 TXNL4A UBE2V2 UCHL1 UCHL5 USP6 VPS4B VRK1 WFDC21P WNT5B WWC3 ZFPM2 ZNF385D ZNF45 ZNHIT1 WANG_SMARCE1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_SMARCE1_TARGETS_UP ABCA1 ABTB3 ACAN ACTA2 ADD2 AKIRIN2 ALDH1L2 ALDH6A1 AMIGO2 ANG ANKRD44 ANOS1 ANTXR1 ATL3 ATP10D ATP11C ATP8B1 ATP9A ATXN1 AVIL BACE2 BCAM BCAT1 BEX3 BICD1 BMPR2 BOC BTD C1S CA12 CA4 CADM1 CALD1 CASK CBLB CCDC71L CCN4 CD109 CD200 CD24 CD24P2 CD24P4 CD55 CEMIP2 CFH CFI CGNL1 CHI3L1 CLEC2B COL12A1 COL15A1 COL1A1 COL3A1 COL5A1 COL6A3 COL8A1 CPE CTDSP2 CTHRC1 CYBRD1 CYLD DAB2 DACH1 DACT1 DCN DENND2B DIO2 DIP2B DIRAS1 DLL1 DLX6 DPYD DPYSL3 DSG2 EDIL3 EEIG1 EPAS1 ERI1 ETV6 F2R FAP FBLIM1 FBXO32 FHL2 FIBCD1 FKBP7 FLRT3 FN1 FNDC1 FOXO1 FRAS1 FRY FZD1 GABBR2 GABRA2 GALNT12 GAS5 GATA3 GHR GJB2 GLIPR2 GNG2 GRB10 GSN GSX2 GULP1 H2BC7 HEG1 HIPK3 HMCN1 HOXB5 HOXB6 HOXB7 HS3ST3B1 HS6ST2 IER5L IFIT2 IFIT3 IGFBP4 IGFBP5 IGFBP6 IL13RA1 IL1R1 INHBB IPMK IQGAP2 IRS1 ITGA2 ITGB3 ITGB5 ITGB8 ITM2A JAG1 JCAD JDP2 KCNC4 KIZ KLF7 KLHDC7B KLHL24 KLHL28 KLRC1 KRCC1 KRT18 LBH LIFR LIMA1 LIMS1 LINC00968 LMCD1 LNPK LPCAT2 LPP LRRFIP1 LUM MAFB MAN1C1 MAN2A1 MAP1B MAP3K4-AS1 MAP3K8 MARCKS MATN2 MCC MCF2L2 ME1 MFAP5 MFF MGP MKX MMP2 MRPL30 MYL9 MYLK MYOCD NAP1L3 NEGR1 NEXN NID1 NID2 NIPSNAP3A NLGN4X NPR3 NRIP1 NTRK2 NUCB1 NUPR1 OXTR PARVA PAWR PCDH10 PCDH7 PCDHB10 PCDHB14 PCDHB2 PCYOX1 PERP PGM2L1 PLAG1 PLAT PLCB1 PLD3 PLEKHG4B PLP1 PLSCR4 PLXDC2 PLXND1 PMP22 POSTN POU3F3 PPP1R3B PRG4 PROS1 PRR5L PRRX1 PRRX2 PRSS35 PTGFRN PTPN13 PTX3 RAB27A RARRES1 RASGRF2 RBMS1 RHOBTB3 RHOJ RNF144A ROR1 RPL31P46 RPL37 RTN1 S1PR3 SAMD5 SBSPON SDC2 SEL1L3 SERINC5 SERPINB3 SERPINB4 SERPINB7 SIPA1L1 SIPA1L2 SLC12A8 SLC16A7 SLC22A17 SLC44A1 SLFN5 SMIM14 SMTN SNX18 SOCS2 SOCS3 SPOCD1 SPOCK1 SPTLC3 SRPX STEAP1 STOM STON2 STRBP SULF1 SULF2 SYNE3 TAGLN TBX18 TCEAL8 TCEAL9 TCIM TDO2 TES TGFB1 TGFB2 TGFBI TGFBR1 TIMP2 TLCD2 TLE3 TLL2 TMEM108 TNFRSF19 TOX2 TPBG TRIB2 TSHZ2 TXNIP UNC5B VAT1L VCAN VLDLR WARS1 WT1 ZNF521 ZNF703 ZNF711 WANG_TARGETS_OF_MLL_CBP_FUSION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TARGETS_OF_MLL_CBP_FUSION_DN ALDH7A1 AMOT CAT CCDC86 CCND2 CPOX CTSZ CUL4A CWC22 DEGS1 DLAT DOCK8 FABP5 FGF23 FTSJ3 G6PD GABARAPL1 GGCT GLRX3 GTPBP4 HARS1 IRAK1 KPNB1 LACTB NAA10 NIPSNAP1 NMD3 NRP1 OSBPL1A PITRM1 PPIC PSMC5 RASSF1 RIC8A RIOX2 SELENOW STRAP TMED10 TMEM109 TOMM70 TRIAP1 TSC22D1 TTC27 UXS1 VDAC1 ZNF559-ZNF177 WANG_TARGETS_OF_MLL_CBP_FUSION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TARGETS_OF_MLL_CBP_FUSION_UP ADAM15 ADCY3 ATP6V1E1 CD14 CELA1 CENPV CEP350 CPD DNAH8 EVI2A EZR F10 FAM174B FERMT3 GLG1 GPC1 GTPBP2 HOXA9 IL12A ITSN2 KIF1B LAPTM4B LAPTM5 LRG1 MRPL11 MT1A NCAM1 NR2C2 OGFRL1 OOSP1 P2RY14 PGLYRP1 PIAS4 RAPGEF3 RGS10 RPL23A SIAH1 SLC38A3 STAC STK10 TMCO6 TRUB2 VCAM1 WFDC21P YWHAZ WANG_THOC1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_THOC1_TARGETS_DN AMHR2 CLDN11 CLU CTSL DHH GATA1 GATA4 GDNF INHBB KIT MAGEA4 NOTCH1 NR0B1 NR5A1 PPT1 SOX8 SOX9 TESMIN VDR WT1 WANG_THOC1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_THOC1_TARGETS_UP CCNA2 CYP11A1 GFRA1 HSD3B1 KRT18 WANG_TNF_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TNF_TARGETS ADGRG1 BCL2L10 CD6 CD68 CSF2 CSF3 GDF15 GSTT1 IGDCC3 IL6 JUN KRT35 LIMK1 MADCAM1 MMP13 MMP3 NFKBIA NOTCH3 RPL9 SAA3P SELE SELP TNFAIP3 TRAF1 VCAM1 YY1 WANG_TUMOR_INVASIVENESS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TUMOR_INVASIVENESS_DN ABCD4 ABCG1 ACTR2 AEBP2 AJUBA ANGEL2 ANKRD13A ANXA4 AP2A2 APLP2 ARF1 ARVCF ATF4 ATP1B1 ATP6V1A ATP6V1B2 ATRN B2M B4GALT1 BIRC6 BNIP3L BTG1 BTG2 BUD31 CACYBP CALR4P CANX CCL3 CCNG1 CCNI CD44 CD53 CD9 CDC123 CDH1 CEBPA CELF2 CINP CLK1 CNBP COL6A1 COMMD10 CORO1C CP CPOX CSAD CSF2RB CTNND1 CYTH3 DARS1 DEGS1 DHRS3 DHX15 DLG1 DLGAP5 DNASE2 DPH6 DYNC1LI2 ECI1 EEF1A1 EFNA5 EIF3G EMD ENO3 ERBB3 ERGIC2 ESD ESYT1 EXO1 FSTL1 FURIN GDI2 GM2A GNAI2 GNB1 GSK3B GTF3C4 H1-0 HABP4 HNRNPH2 HSD17B10 ID2 IGF2BP1 IGFBP5 IL16 IL17F ILF3 INSIG2 IQGAP1 IRAK1 ISG20L2 ITM2B IVNS1ABP JMJD6 KARS1 KBTBD2 KLHL9 LCP1 LIMD1 LITAF LPAR1 LUC7L3 LY6E MAP3K1 MARCKS MDFIC METTL26 MFNG MIA3 MPV17 MRPL19 MRPL38 MRTFB MSANTD1 MSN MYADM MYC MYEF2 MYL4 MYSM1 NAA35 NFIB NHERF1 NIPSNAP2 NOMO1 NPC1 NRAS NSD3 NUFIP2 PBXIP1 PCNP PDE6D PEX19 PHTF2 PKP3 PLAA PML POLR1B PPP1CB PPP1R12A PPP1R7 PPP2R2D PPP2R5C PRKCD PSMB1 PTGES3 PTX3 RAB11B RACGAP1 RAD1 RAD21 RANGAP1 RBM5 RBPJ RHAG RLIM RNF31 RNF4 RPL29 RPL3 RPL7L1 RSRP1 RYK SCYL1 SEC61A1 SFPQ SIRT3 SKP1 SLC27A1 SLC50A1 SMG7 SNHG7 SPIN1 SPINDOC SPP1 SRRM1 SS18L2 STK39 STX8 TBC1D10A TCEA1 TCF25 TCF7L2 TFB2M TGFB1I1 TGFBR3 TGOLN2 TMED5 TMEM254 TPM3 TRAP1 TSPYL1 TTBK2 TTC3 UBE2C UBE2H UBE2L3 UGDH UHRF1 VAMP3 VAPA VBP1 WDFY1 WDR1 WDR26 WNT4 XDH YME1L1 YWHAQ YWHAZ ZC3H7A WANG_TUMOR_INVASIVENESS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WANG_TUMOR_INVASIVENESS_UP AAR2 ABCD3 ABCE1 ABCF1 ABCF3 ABHD8 ACADL ACAT2 ACTG1 ADD2 ADH5 AGPS AGT AIMP1 AK2 AKR1A1 AMD1 ANKFY1 ANTXR2 ANXA2 ANXA7 AP1G2 AP3M1 APH1A ARHGEF12 ARIH1 ARPC3 ARPC5 ARPP19 ASH2L ATP1A1 ATP2A1 ATP5F1A ATP5ME ATP5PB ATP5PD ATP6V1C1 B4GALT5 BAG1 BEX3 BLOC1S1 BRD2 BRD3 BRD4 BRD7 BTRC C1QB CALD1 CAMK2G CCDC47 CCN1 CCND1 CCT2 CCT3 CCT5 CD63 CD79A CDC42 CDCA3 CDHR4 CEND1 CENPK CIRBP CKS1B CLEC10A CLEC4A CLK2 CLTA CMTM5 CNN2 COL1A2 COMMD3 COX4I1 COX7A2 COX7C COX8A CPSF2 CRABP2 CRELD2 CTCF CTDP1 CTSZ CYCS DAB2 DAZAP1 DBI DDX1 DDX5 DEDD DGCR6 DIO1 DPP3 DPY30 EGLN1 EHD1 EID1 EIF2B3 EIF2S2 EIF3B EIF3H EIF4B EIF4G1 EIF4G2 EIF4H EIF5B ELAVL1 ENO1 ENY2 ERGIC3 ESPN EVL EZH2 EZR FAF1 FASLG FASN FAU FKBP3 FKBP4 FKBP9 FN1 FNBP4 FZD8 GABBR1 GAPDH GFI1B GFUS GLIPR2 GLUD1 GLUL GNAO1 GNAS GPN3 GTF3A H2AZ1 H3-3B HDLBP HEBP1 HIF1A HIGD1A HINT1 HMGB2 HMGCS1 HNRNPA2B1 HNRNPAB HNRNPR HNRNPU HS6ST1 HSD17B4 HSP90B1 HSPA4 HSPA5 HSPA8 HSPD1 HSPE1 HSPH1 IER2 IFITM1 IFITM2 IFITM3 IL7R IPO5 IPO7 IPO9 KCMF1 KIF11 KIF20A KIFAP3 KLF9 KLHL17 KPNA1 KPNA2 KPNB1 KRT19 KRT4 LAMB1 LAMC1 LOXL3 LRIG1 LRRC17 MAP1LC3B2 MAP3K12 MAPRE2 MARCKS MDP1 MKRN1 MOV10 MPDU1 MRPL57 MT1A MTMR3 NACA NAP1L1 NCL NCOR1 NCS1 NDUFB7 NDUFB8 NDUFC2 NDUFS2 NDUFS4 NDUFS6 NEDD8 NEFM NELFE NF2 NFE2L2 NFKBIA NHP2 NKAPD1 NPC2 NPM1 NR3C1 NUCKS1 NUDCD2 NUDT5 NUTF2 ORMDL3 PABPC1 PAF1 PAK1 PAQR7 PC PCBP1 PCM1 PCNA PER1 PEX13 PIGF PIK3CD PIP4K2A PKM PLAC8 PLCD1 PLOD1 PMPCA PNN PNP POLR1C POLR1D POSTN POU2F3 PPAN PPIA PRDX5 PRKAR1A PROS1 PSMA2 PSMA4 PSMA7 PSMB4 PSMC2 PSMC5 PSMD3 PSMG1 PSPH PTP4A2 PTTG1 PXK RAB7A RALBP1 RALGDS RALY RASA3 RBM10 RBX1 RDX RFC1 RNASEH2A RNF10 RPA2 RPL13A RPL14 RPL18A RPL19 RPL21 RPL27 RPL27A RPL28 RPL30 RPL32 RPL34 RPL35 RPL6 RPL7 RPL8 RPLP0 RPLP2 RPN1 RPS11 RPS14 RPS15A RPS16 RPS20 RPS21 RPS29 RPS3 RPS5 RPS6 RPS7 RPS8 RRAS2 S100A14 S100A6 SAMD4B SAP18 SCAF8 SDHA SEC61B SEC62 SEPTIN7 SERBP1 SGPL1 SHROOM3 SKI SLC12A4 SLC32A1 SLC34A1 SLK SMC1A SMC5 SMG1 SNORA33 SNRPD2 SPOUT1 SPTBN1 SRSF3 SRSF7 SSB SSH1 SSNA1 SSR3 STAT1 STAT5A STIP1 STK11 STRAP STX7 SUB1 SUPT5H SYK SZRD1 TACC3 TAF3 TARDBP TES TEX10 TGFBI TJP2 TKT TMSB10 TNRC6A TOMM20 TPM1 TPR TRIM28 TRIR TUBA1B TUBB TUBB2B TUBB4B TUBB6 TXNDC9 U2AF2 UBA2 UBE2K UBE2Q1 UBFD1 UBXN1 USP14 USP47 VCL VDAC2 VDAC3 VIM WDR3 WDR75 WDR89 WWP2 YBX1 YWHAG ZC3H13 ZMAT1 ZNF780A WARTERS_IR_RESPONSE_5GY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WARTERS_IR_RESPONSE_5GY ACER2 AEN APP ATF3 B2M BBC3 BEX3 BLOC1S2 BTG2 CAVIN2 CDKN1A CHADL COQ9 DDB2 DNAI2 DNAI3 E2F7 FAS FBXW7 FDXR GADD45A GASK1B GDF15 GDNF HAS3 HSPA4L LRATD2 MDM2 NINJ1 NOTCH1 OR11A1 PCNA PHLDB3 PIDD1 PLCL2 PLK3 POLH PPM1D RHOXF2 RRAD SESN1 SH2D2A SNX20 THSD1 TIGAR TNFRSF10C TP53INP1 TYMSOS VWCE ZNF597 WARTERS_RESPONSE_TO_IR_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WARTERS_RESPONSE_TO_IR_SKIN ACBD6 ALCAM ANKRA2 ANKRD33B ASGR1 ASPSCR1 BBC3 BLOC1S2 BTG2 BTG3-AS1 CABYR CAVIN2 CCNG1 CDKN1A CES2 CFAP57 CHADL COMP DDB2 DEPDC7 DNAI3 DNAJB4 DRAM1 E2F7 ETV7 FAS FBXO22 FBXW7 FDXR FGFBP3 FOXP1 FRMD4A GDF15 GM2A HSPA4L ICAM5 JAM3 LASP1NB LINC00926 MAGT1 MDM2 MICALL2 MTCL1 NDUFAF8 NINJ1 NODAL NOPCHAP1 NOTCH1 OR11A1 PALM2AKAP2 PAPPA PIDD1 PLCL2 POLH POU2F2 PPFIBP1 PPM1D PRF1 RAD51C RAP2B RPS27L RRM2B RTTN SCN9A SESN1 SNORA24 SNX20 STING1 TGFBI THSD1 TIGAR TMEM120B TMTC3 TNFRSF10C TP53INP1 TP53TG1 TRIAP1 TRIM22 TYMSOS UNC5B-AS1 VWCE ZNF219 ZNF79 WATANABE_COLON_CANCER_MSI_VS_MSS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_COLON_CANCER_MSI_VS_MSS_DN A1CF ACE2 ACSL6 ARL11 BRD3OS C3orf85 CADPS CBX5 CDHR1 CEL CELP CFTR CHP2 CRIPTO CXCL14 CYP2B6 DACH1 DUOX2 EMILIN3 FABP1 FREM2 GNG4 GPR143 GPR15LG GPS2 GPSM2 GRM8 HMGCS2 IGF1R IGF2 ISX KRT20 KRT23 LY6G6D MAB21L3 MAP3K12 MAP7D2 MGC32805 MUC12 MUC20 MYEF2 NME7 OLFM4 PCP4 PDK3 POLR3E PPP1R14C PTCD2 REEP1 RNU6-82P RUBCNL SEMA5A SHROOM4 SLC1A7 SLC26A2 SLC26A3 SLC35D3 SLC39A5 SPIN3 SPINK1 STAT5B TM2D1 TMCC1 TMEM106B TNMD USP53 VAV3 WIF1 ZMYM2 WATANABE_COLON_CANCER_MSI_VS_MSS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_COLON_CANCER_MSI_VS_MSS_UP AGR2 CASP2 CRIP1 DUSP4 EIF5A ETV5 GAD1 HNRNPL IFI6 IQGAP3 MIR497HG MST1 MST1P2 MT1E MTA2 MUC5AC MYRF NCF2 PDE10A PLA2G4A RAB27B REG4 RGS1 SOX8 SRSF6 STRN3 TFAP2A TRIM7 USF1 ZIC2 WATANABE_RECTAL_CANCER_RADIOTHERAPY_RESPONSIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_RECTAL_CANCER_RADIOTHERAPY_RESPONSIVE_DN ABCE1 ABR ACTN1 AGRN AHSA1 ANXA1 AP3S1 ARHGEF18 ARID5B ARIH1 ATG12 ATXN10 BET1 CAPG CASP4 CCDC6 CCT6A CFLAR CHD1 CHUK COL16A1 COL17A1 COL1A2 COL3A1 COL5A2 COL6A3 CUL1 DSG2 ENSA FLNA FXYD3 GLUD1 GRB10 GSK3B GSTP1 HARS2 HBB HMGXB4 HSPD1 HSPE1 ITGA1 ITGAV ITGB1 KBTBD2 KHSRP KLF10 KRT20 LGALS1 LGALS3 LUM LYN MAP4 MICB MNT NID2 NOP2 PCOLCE PFN2 PIK3R3 PLPBP POP5 POU2AF1 PPP1R12A PPP2CA PPP2R5C PRKCI PRKY PSMA6 PSMB5 PSMB6 PSPH PSPHP1 RAC2 RCN2 RHOBTB3 RPP38 RPS20 RTN4 SCARB1 SEC23A SIM2 SNX2 SPR SRP54 TBCC THBS2 TMEM147 TRAM1 TUBB2A TYRO3 WSB1 ZNF117 ZNF43 WATANABE_RECTAL_CANCER_RADIOTHERAPY_RESPONSIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_RECTAL_CANCER_RADIOTHERAPY_RESPONSIVE_UP AARS1 ABCD3 ACVR1B ADGRG1 AHCYL1 AKR1C1 ARF4 ATP1A1 ATP5ME B2M BBLN BTN3A1 CBLB CD24 CD44 CDH1 CFB CFTR CHIT1 CITED1 CNOT1 COASY CRIPTO CSNK1D CTSA CUL4B CYB5B CYP2A13 DDB1 DDR1 DDX27 DHX15 DNAJC7 DRG1 DUSP3 EEF1A1 FCGRT FTH1 GAS6 GNAI2 GOLGA4 GPX2 GSE1 H3-3A H3P37 HADH HIPK1 HMGN4 HRH1 IDH3G IMPA2 IVNS1ABP KDR LAGE3 LAMP1 LYRM1 MARCHF6 MC1R MFSD10 MGRN1 MPST MRFAP1L1 MRPL12 NDUFB5 NDUFS6 NELFA NFKB1 NUDC PCK1 PDHB PDXDC1 PHLDB1 PIP5K1B POLR2K PPID PPP2R5A PRKAG1 PRKCD PROM1 PYGB RAP1A RBL2 REG1B RERE RPL13 RPL36A RPL38 RPS13 RPS27 RRM1 RSRP1 SARS1 SEL1L3 SLC35A3 SON SREK1 SUMO4 SURF1 TERF2IP TMEM115 TMEM63A TNRC6B TPR TRIM33 TRIM44 UBE4B USP10 USP4 VAMP7 WASHC2C WDR1 XRCC5 ZBED1 WATANABE_ULCERATIVE_COLITIS_WITH_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_ULCERATIVE_COLITIS_WITH_CANCER_DN BTN3A1 CNOT6L CXCR6 CYSLTR1 GBP1 GBP4 GBP5 IGF2BP3 LCP2 NEDD9 NLRC5 PREX1 SAMSN1 SLA SSH2 WATANABE_ULCERATIVE_COLITIS_WITH_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WATANABE_ULCERATIVE_COLITIS_WITH_CANCER_UP ANGPTL2 CDKN1C EDIL3 FBN1 FHIP1A HS2ST1 ICA1 LCA5 LIMCH1 LRP5 LRP6 MN1 NOL3 PCSK5 PLXNB1 SELENOW SLC35D3 STK39 TXNRD3 WEBER_METHYLATED_HCP_IN_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_HCP_IN_FIBROBLAST_DN ACRBP ADAM30 AURKC BOLL BRDT CABYR CATSPER2 CMTM2 CRISP2 DAZL DKKL1 FTMT GAPDHS GTF2A1L HSPB9 INSL6 LPIN1 MORC1 MOV10L1 ODF2 PAPOLB PLAAT5 POTEB POTEG PRSS50 RBMXL2 REC8 RPL10L SHCBP1L SOX30 SPACA1 SPATA22 SPO11 STK31 SYCP1 SYCP2 TCP11 TPTE TRPM4 TSSK6 TULP2 ZPBP ZPBP2 WEBER_METHYLATED_HCP_IN_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_HCP_IN_FIBROBLAST_UP DMRT1 PHF7 PIAS2 SPA17 SPAG6 SPATA4 WEBER_METHYLATED_HCP_IN_SPERM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_HCP_IN_SPERM_DN ACRBP ADAM30 AURKC BRDT CABYR CMTM2 CRISP2 DMRT1 GTF2A1L INSL6 MORC1 PAPOLB PIAS2 POTEB RBMXL2 RPL10L SHCBP1L SOX30 SPA17 SPAG6 SPATA4 SPO11 STK31 SYCP1 SYCP2 TSSK6 TULP2 ZPBP ZPBP2 WEBER_METHYLATED_HCP_IN_SPERM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_HCP_IN_SPERM_UP BOLL CATSPER2 DAZL DKKL1 FTMT GAPDHS HSPB9 LPIN1 MOV10L1 ODF2 PHF7 PLAAT5 POTEG PRSS50 REC8 SPACA1 SPATA22 TCP11 TPTE TRPM4 WEBER_METHYLATED_ICP_IN_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_ICP_IN_FIBROBLAST ACTL7B ADAM18 ADAM2 ANKRD7 CTCFL DDX4 ELOA2 H1-6 H2BC1 LDHC PDHA2 POTEA PPP3R2 PRAME PRM2 PRSS21 RNF17 TDRD1 TEX12 TSSK2 TUBA3C WEBER_METHYLATED_ICP_IN_SPERM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_ICP_IN_SPERM_DN ADAM18 ADAM2 DDX4 ELOA2 H1-6 H2BC1 LDHC PDHA2 PPP3R2 PRAME RNF17 TEX12 TUBA3C WEBER_METHYLATED_ICP_IN_SPERM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_ICP_IN_SPERM_UP ACTL7B ANKRD7 CTCFL POTEA PRM2 PRSS21 TDRD1 TSSK2 WEBER_METHYLATED_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_IN_COLON_CANCER ADAM12 ALX4 C1orf53 CDCA2 DAP FOXF1 GATA3 PAX6 RASL11A RPS27L SHH SIAH3 TGFB2 TTC23L WSCD2 WWTR1 ZNF566 ZNF677 WEBER_METHYLATED_LCP_IN_FIBROBLAST_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_LCP_IN_FIBROBLAST_DN AKAP3 ASB17 ATP6V1E2 CST9L CYLC2 LEMD1 PGK2 TEX15 TSGA10 UBQLN3 WEBER_METHYLATED_LCP_IN_FIBROBLAST_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_LCP_IN_FIBROBLAST_UP CATSPER1 CATSPER3 CCIN CST8 FSCN3 H1-7 KLHL10 MS4A5 OAZ3 ODF1 SPACA4 SPATA3 TNP1 WEBER_METHYLATED_LCP_IN_SPERM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_LCP_IN_SPERM_DN AKAP3 ASB17 CYLC2 H1-7 LEMD1 PGK2 TEX15 TSGA10 WEBER_METHYLATED_LCP_IN_SPERM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEBER_METHYLATED_LCP_IN_SPERM_UP ATP6V1E2 CATSPER1 CATSPER3 CCIN CST8 CST9L FSCN3 KLHL10 MS4A5 OAZ3 ODF1 SPACA4 SPATA3 TNP1 UBQLN3 WEIGEL_OXIDATIVE_STRESS_BY_HNE_AND_H2O2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEIGEL_OXIDATIVE_STRESS_BY_HNE_AND_H2O2 APC ARHGDIA CCNT1 CCR1 CDC20 CDC25A CDH2 CDK9 CDKN2D CSNK1G2 CTNNB1 DDR2 ELK1 ERBB2 F2R FECH FGFR1 GNB1 GNB2 GTF2B HGF HINT1 IL18 ITGA7 JUN MARCKSL1 MYBL2 MYC NFE2L1 PAIP1 PHB1 SPRY2 SYP TANK TSC2 UBE2A WEIGEL_OXIDATIVE_STRESS_BY_HNE_AND_TBH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEIGEL_OXIDATIVE_STRESS_BY_HNE_AND_TBH ATR BAD BCL2L1 BMP1 BRAF CAPN2 CD47 CDKN1C CLU CPE CREB1 CTSL CTTN DFFB DST E2F1 EFNA4 ERBB4 ERCC5 ETS1 ETS2 ETV3 EZR FASTK GAK GPX2 HBEGF HSPA2 HTT IGF1R IL3 IL6ST IL9 ITGA6 ITSN1 LYN MARK3 MLH1 MYLK NFATC1 NME2 PPP1CA PPP3CA RARB REL RXRB S100A1 SELENBP1 SMAD1 SP2 STAT6 TADA3 TCF3 TERF1 TNFRSF1A TSG101 TSPAN31 YBX3 YWHAH WEIGEL_OXIDATIVE_STRESS_BY_TBH_AND_H2O2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEIGEL_OXIDATIVE_STRESS_BY_TBH_AND_H2O2 ACTB BAK1 BMP4 CAPN2 CDC25C CDH11 CDK10 CDKN2B CTNNA1 DYNLL1 FMO1 HDAC1 HGFAC HLA-C HSPA13 ITGAL ITGB4 ITGB5 MMP11 PPP1R8 QSOX1 RB1 RNH1 RPA1 RPL13A SF1 SLC7A5 SPINT2 SRF TCEA1 TP53 TPP1 TUBA1B VCAM1 ZYX WEIGEL_OXIDATIVE_STRESS_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEIGEL_OXIDATIVE_STRESS_RESPONSE ADORA1 AMPH APP ARHGDIA BAX BNIP3 CAPNS1 CASK CCNA2 CDH3 COMT CUX1 DAPK1 DNPH1 FOS GNAS HMGA1 ID1 IER3 IGFBP2 ITGA5 ITGB6 JUND LCAT MCM4 NF2 NFIX NFKB1 NR2F6 PIK3R2 POLD1 RBL2 ZNF91 WEINMANN_ADAPTATION_TO_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEINMANN_ADAPTATION_TO_HYPOXIA_DN ALDH3A1 ANP32A CADM1 CD55 COL15A1 COL3A1 CRLF1 DMD EPAS1 HSPA1B ID3 IER3 IGFBP3 IGFBP7 IL18R1 IL1A IL6 KCNK1 LPL MARCKS MEST MMP1 NMU NNMT NRCAM NT5E PLA2G4A PLAUR RGCC SDC4 SLC16A3 SOD2 STC2 TFPI2 TPBG TPM1 UGCG VEGFC WEINMANN_ADAPTATION_TO_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEINMANN_ADAPTATION_TO_HYPOXIA_UP ALDH3A1 ANP32A BAG1 CADM1 CALM1 COL15A1 COL3A1 CRLF1 DMD GSTA4 HMOX1 HSPA1B ID3 IGFBP7 KCNK1 LPL MAP2K6 MARCKS MEST NMU NNMT NQO1 RGCC SLC16A3 TPBG TPM1 WEI_MIR34A_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEI_MIR34A_TARGETS AAGAB ACBD3 ACSL4 ADK AK2 ALDH5A1 ANXA5 ARGLU1 ARHGAP1 ARHGAP36 ARPP19 ASXL2 ATPAF1 B3GALNT1 BAZ2A BCL11B CALB1 CASP2 CD47 CDK6 CHRAC1 COL4A2 CPSF6 CREB5 CRTAP CTNND2 CTSB CYB5B CYREN DCTN5 DDX17 DNAJC24 DPYD E2F5 EARS2 EPB41 ERLIN1 FAH FAM120AOS FAM167A FAM76A FIGN FKBP1B FLOT2 FUT8 GALNT7 GINS3 GLCE GMFB GOLPH3L GORASP2 GPALPP1 GTF2F1 HACE1 HIP1 HMGCS1 HMGN4 INCENP IPO9 JAKMIP1 JPH1 KANK2 KCNK3 KIT LGR4 LRRC40 MAP2K1 MAPK1IP1L MBLAC2 MDM4 METAP1 METTL16 MGAT5B MID1 MLLT3 MPP2 MRPL10 MSANTD3 MTAP MTMR12 MTMR9 MYB NAA50 NAGPA NOL10 NPHP3 NUMBL NUP210 OBSL1 PALLD PAM PAQR3 PDGFRA PDGFRB PER2 PIP4P2 PIP5K1A PKIA PKP4 PLAGL1 PLPBP PMF1 PNPLA8 PPP1R16B PPP4R2 PROX1 RAB29 RAB43 RALGPS2 RBBP5 RCAN1 RECK RHOQ RPL28 RXYLT1 S100PBP SAR1A SFT2D1 SGPP1 SLC38A1 SLC44A1 SLC7A2 SMAD4 SMARCC1 SNAI1 SNX12 SNX15 SOX9 ST8SIA3 STC1 SWAP70 SYT1 SYT4 TENT5A TFDP2 TMCC3 TMEM184B TMEM35A TPD52 TSEN15 TTC33 ZCCHC24 ZFPL1 ZNF207 ZNF395 ZYG11B WEI_MYCN_TARGETS_WITH_E_BOX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEI_MYCN_TARGETS_WITH_E_BOX AASDHPPT ABCC4 ABCE1 ABCF2 ABRACL ACLY ACVR1B ADPGK AFG2B AHCTF1 AHRR AHSA1 AIRIM AKAP1 AKAP7 ALDH1A3 ALDOA ALK AMD1 ANAPC5 ANKRD39 ANLN ANP32E ANXA2 APMAP APTX ARL5A ARNT ARPC5L ASAP3 ASB9 ASCC3 ASXL1 ATAD2 ATL2 ATL3 ATP10B ATP11C ATP13A3 ATP23 ATP2A2 ATP2B1 ATP5MC1 ATP6V0B ATP6V0E1 ATP6V1C1 AURKB B3GALT1 B4GALT2 BACE2 BAG2 BASP1 BAZ1A BCAN BCCIP BCL3 BID BIRC5 BLM BLOC1S6 BMX BPNT2 BRIX1 BUB1 BUB1B BYSL C11orf24 C15orf61 C1orf115 C1orf131 C2orf76 C4orf46 C4orf46P1 C5AR2 C9orf40 C9orf78 CA12 CA2 CACYBP CALM1 CALM2 CALM3 CALR CANT1 CAPN15 CARNMT1 CASP8 CBFB CCDC137 CCDC138 CCDC59 CCDC77 CCHCR1 CCND2 CCNE1 CCNE2 CCT2 CCT6A CCT7 CCT8 CD58 CDC123 CDC25A CDC42 CDC6 CDC7 CDCA5 CDK1 CEACAM3 CEACAM6 CELA3A CENPA CENPK CENPV CEP15 CEP78 CERS6 CFAP20 CFAP410 CFL2 CHAC2 CHCHD1 CHCHD4 CHEK1 CHML CHN2 CHRNA5 CHST4 CIAO2A CISD1 CISD2 CKAP4 CLEC4M CLN3 CLN5 CLN6 CMC1 CMC2 CMSS1 CNOT7 COMMD8 COPS3 COPS8 COQ3 CORO7 CREM CRLS1 CSE1L CSK CSRP2 CTPS1 CTTN CUTC CWF19L1 CYP11A1 CYP3A4 DAPK3 DAZAP1 DBI DCAF13 DCBLD2 DCSTAMP DCTPP1 DDIAS DDX10 DDX18 DDX20 DDX21 DDX25 DDX46 DEF8 DEPDC1 DEPDC1B DHX33 DHX37 DHX9 DIAPH1 DIMT1 DKC1 DNAJB11 DNMT1 DNTT DNTTIP2 DOLK DOT1L DPYSL3 DR1 DSCC1 DUS3L DUSP14 DUSP5 DYNC1LI1 DYNLL2 DYNLT3 E2F3 E2F7 EBP EEF1E1 EFHD2 EFNA3 EGLN1 EHD4 EIF2B3 EIF2S1 EIF3B EIF4G1 EIF5 EIF5B ELOA ELOC ELOCP29 EMP1 ENDOD1 ENO1 ENOPH1 EPDR1 ERGIC2 ERO1A ESF1 ETF1 EVI5L EXOSC2 EXOSC3 EXOSC9 F2RL1 FAHD1 FAM162A FAM210A FAM216A FAM83D FANCC FARSB FASN FASTKD2 FBXO22 FBXO45 FGA FGB FIRRM FKBP4 FLAD1 FNDC4 FOSL2 G2E3 G3BP1 GCLM GEM GEMIN5 GEMIN6 GEN1 GFM1 GFOD1 GGA2 GGCT GHITM GLI4 GLIPR1 GLP1R GLRX2 GLRX3 GLS GMNN GNAO1 GNL2 GNPDA1 GOLM1 GOLT1B GOSR2 GPAT3 GPD2 GPN3 GPR21 GRB10 GRB2 GRPEL1 GTF3C4 GTPBP10 GTPBP3 HACD3 HAMP HAT1 HAUS2 HAUS6 HDAC8 HDHD5 HELLS HGS HK2 HLCS HMGB1 HMMR HNRNPC HNRNPDL HNRNPM HNRNPU HOMER1 HPGD HPRT1 HPS1 HRAS HS2ST1 HSPA14 HSPA1A HSPA1B HSPA4 HSPA8 HSPH1 HTR3A HYAL2 ICAM2 ICAM3 IDE IDI1 IFT25 IMP4 INO80C INTS10 IPO11 IRAK1 ISOC1 ITGA6 JADE2 JADE3 JKAMP JPT1 KANK1 KANSL2 KAT14 KATNIP KCNMA1 KITLG KLHL13 KLHL18 KLHL8 KPNA4 KPNA6 KPNB1 KTN1 L3HYPDH LACTB2 LAPTM4B LARP4 LAS1L LDLRAD3 LEPROTL1 LIN28B LLPH LLPHP3 LONRF2 LPCAT1 LPGAT1 LRFN4 LRP8 LRR1 LRRC15 LRRC58 LSG1 LSM10 LSM4 LSM6 LYAR LYN LYSMD2 MAD2L1 MALSU1 MAN1A2 MANEA MANF MAP2K3 MAP2K6 MAP7D1 MAPKAPK3 MAPRE1 MASTL MBP MCM10 MCM4 MCM8 MCMBP MCUR1 ME1 MED10 MESD METTL21A MGST1 MIPEP MIS18A MIS18BP1 MIX23 MLEC MLKL MLPH MND1 MOB4 MOG MPHOSPH10 MPHOSPH6 MPZL1 MRPL1 MRPL14 MRPL15 MRPL18 MRPL19 MRPL22 MRPL27 MRPL30 MRPL35 MRPL36 MRPL39 MRPL4 MRPL41 MRPL42 MRPL47 MRPL50 MRPL58 MRPS12 MRPS15 MRPS18C MRPS2 MRPS23 MRPS28 MRPS30 MRPS35 MRPS36 MRTO4 MSH2 MSX1 MTCH2 MTDH MTFMT MTFR1 MTFR2 MYCN MYLK MYO5A MZT1 N4BP2L1 NAA15 NAA25 NAE1 NAMPT NCS1 NDC1 NDUFAF4 NDUFAF5 NDUFAF6 NDUFB3 NDUFS6 NDUFV3 NEDD4 NETO2 NFATC1 NFIC NFKBIB NIFK NLN NME1-NME2 NME2 NMNAT2 NMT1 NOL11 NOLC1 NOP14 NOP16 NOP2 NOP58 NOX1 NR4A1 NSDHL NSUN2 NUDCD1 NUDT15 NUDT19 NUDT5 NUP107 NUP155 NUP35 NUP37 NUP43 NUP58 NUP88 NXPH4 NXT2 OAS2 OAT OBI1 ODC1 OGFOD1 OPA1 ORC6 OSTM1 OTUD6B OXNAD1 P2RX2 P2RX7 PA2G4 PABPN1 PACRG PAICS PALM2AKAP2 PAPOLA PARP1 PBDC1 PCDHB1 PCMT1 PDCD2L PDCD6 PGBD5 PGK1 PGM2 PGP PHB1 PHF5A PHLDA2 PKNOX1 PLCB1 PLLP PLPP2 PMM2 PNO1 PNP PNPO PNPT1 POLE2 POLE3 POLE4 POLR1B POLR1G POLR2F POLR3B POLR3K POP1 POP4 POP7 POPDC3 PPAT PPFIA4 PPID PPIF PPIH PPM1E PPM1G PPP1R1A PPRC1 PRIM2 PRMT1 PRMT3 PRPF40A PRPS1 PRR15L PSD4 PSMA3 PSMA5 PSMD1 PSMD12 PSMD13 PSMD14 PSMD2 PSME3 PSMG1 PTDSS1 PTPN7 PTS PUM3 PUS1 PUS7 PVR PWP1 QRSL1 QSER1 RABEPK RABGGTB RAD51C RAD54B RB1 RBBP7 RC3H1 RCC1 RCL1 REXO2 RFC3 RFT1 RFWD3 RIF1 RIOK1 RIOK2 RIPK2 RIPPLY3 RLIG1 RNASEH1 RNF126 RNF138 RPP30 RPP40 RPS19BP1 RRM2 RRP15 RRP1B RRP9 RUVBL1 S100A2 S1PR4 SAAL1 SAMD4A SAP30 SBNO1 SCARB1 SCFD2 SCG2 SCGB1D1 SCO1 SDC1 SDC3 SDF2L1 SEH1L SELENOI SELENOT SELENOTP1 SERBP1 SERPINE2 SF3B5 SFPQ SFXN4 SGO2 SH3GL2 SHMT1 SIGMAR1 SIVA1 SKA3 SKP2 SLC12A2 SLC16A1 SLC18A2 SLC18A3 SLC1A2 SLC20A1 SLC25A10 SLC25A20 SLC25A32 SLC25A39 SLC35B1 SLC35G2 SLC39A14 SLC39A2 SLC39A6 SLC39A8 SLC52A2 SLC9A1 SLCO4A1 SLIRP SMARCA4 SMC1A SMC2 SMC6 SMNDC1 SNRNP70 SNRPD1 SNRPF SPCS3 SPDL1 SPHK1 SPOCD1 SPRING1 SRFBP1 SRM SRP19 SRPK1 SRPRB SRSF7 SRXN1 SSR1 SSX2IP STAMBPL1 STARD3NL STARD7 STEAP1 STIP1 SUCLG1 SULT2A1 SUPV3L1 SURF4 SVIP SYCP1 SYMPK SYNCRIP TAF13 TAF1A TAF4B TAF9 TEAD4 TFAM TFRC THAP5 THOP1 THUMPD2 TIGAR TIMM10 TIMM17A TIMM21 TIMM50 TIPIN TJP2 TM2D2 TMED5 TMEM126B TMEM138 TMEM167A TMEM167AP2 TMEM177 TMEM19 TMEM38B TMEM70 TMEM97 TMX1 TNPO3 TOMM34 TOMM5 TOP1 TOR3A TOX4 TPM3 TPRKB TRAFD1 TRIAP1 TRIB1 TRIP13 TRMT1 TRMT10C TRMT6 TSN TTC27 TTL TUBB TUBB6 TXNDC9 TYRP1 UAP1 UBAP2L UBE2N UBE3B UBQLN1 UCHL3 UCHL5 UCK2 UHRF1 UMPS UNKL UPF2 UQCC3 URB2 USP14 USP5 UTP18 UTP25 UTP4 UXS1 VCAN VCP VDR VMA21 VRK1 WDR1 WDR12 WDR4 WDR43 WDR75 WDR77 WNT2B XIAP XPO6 XRCC4 YARS2 YDJC YWHAH ZBTB2 ZBTB38 ZC3H13 ZC3H18 ZFP41 ZHX2 ZMPSTE24 ZMYND19 ZNF100 ZNF267 ZNF330 ZNF468 ZNF511 ZNF593 ZNF639 ZNF680 ZNRD2 ZWILCH WELCH_GATA1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WELCH_GATA1_TARGETS ABCB10 ALAD ALAS2 ANK1 BACH1 DMTN FTL GSTT2 GYPA HBA2 HBD HBE1 HBZ HMBS KLF1 MAFG MAFK NFE2 PPOX SLC4A1 STOM TFRC UROD UROS ZFPM1 WELCSH_BRCA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WELCSH_BRCA1_TARGETS_DN AGPAT2 AIMP2 ALG3 ANXA11 AP3D1 APEX1 ATIC BMS1 BOP1 BRD2 BYSL CAD CCDC85B CCND1 CCNE1 CDC123 CDC25B CDC37 CDK4 CHAF1A CHD4 CKAP4 CLTA CTPS1 CYC1 DANCR DDT DDX10 DDX11 DHCR24 DNAJC7 DNTTIP2 DUSP1 EDC4 EIF2B2 EIF3B EIF3E EIF4H EMG1 EZR FARSA FASN FDFT1 FGFR3 FKBP4 GAL GALK1 GCSH GTF3C2 H1-10 H4C3 HCFC1 HDLBP HK1 HRAS HSF1 HSP90B1 HSPA1B KAT2A KDM5C KRT6B LMNB2 MANF MCL1 MCM2 MGST1 MLEC MOGS MRPS12 MTHFD1 MYC NAA80 NARS1 NDRG1 NME3 NMT1 NOLC1 NOS2 NPIPB3 NSDHL NUP188 NUP214 P2RX4 PABPC4 PDCD11 PHKG2 PIEZO1 PKN1 PMPCA POLD1 POLG POLRMT PPAT PPM1F PRKACA PRRC2A PSMD1 PWP2 RABEPK RAE1 RARS1 RASSF7 RCC1 RPIA RRP1B RXRA SAFB SCAP SCRIB SEC24C SF3A3 SF3B2 SKIC2 SLC19A1 SLC1A3 SLC1A5 SLC29A1 SLC39A7 SLC6A8 SLC7A5 SMAD6 SMARCA4 SNRNP70 SNRPA1 SON SOX4 SRM SRPK1 SRSF11 SSBP1 SSRP1 STC1 TAF1C TCOF1 TRAP1 U2AF1 UBAP2L UBL4A USP5 VDAC1 XRCC5 WELCSH_BRCA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WELCSH_BRCA1_TARGETS_UP ABCD3 ACTA2 ACTR1B ADCYAP1 ADD1 ADD3 ADSS2 AGPS ALCAM ALDH7A1 ANXA1 ANXA2 ANXA4 ANXA5 ANXA7 ARF6 ARPC1A ATP5PB ATP6V0A1 ATXN10 B2M BNIP3 CAT CCNG2 CCT7 CD46 CD47 CD9 CDK1 CDKN1A CIRBP CITED2 CKS2 CLTB CMKLR2 COPS2 COPS8 CREB1 CSNK1A1 CTSL CXADR CYBA DDOST DDX3X DEK DR1 ECH1 EIF4B ENPP2 EPCAM EXOC5 EXTL2 FCGRT FGF9 FOXD1 FSTL1 GALNT3 GATA3 GATD3 GET1 GNAI1 GNB1 GPS2 GSTZ1 GTF2I GUCY1B1 H1-0 H2AC18 H4C14 HAGH HDAC1 HEXB HLA-DRB1 HMGCL HMGN3 HMGN4 HMMR HSPA5 ID2 ID2B ID4 IDH1 IGF2R INPP5K IQGAP1 ITGA1 ITGB3BP JAK1 KAT5 KCNK1 KDELR2 KIF11 KIF2A KIF2C KIF5B KIFAP3 KLHDC3 KRT4 LAMA3 LEPROT LIMS1 LIPA LUM MAP2K1 MAP2K4 MAP4K5 MAT2A MEF2C MFGE8 MGAT2 MICB MLH1 MPV17 MTOR MYH10 MYL12A NAT1 NDUFA12 NDUFA4 NDUFS1 NEU1 NFYC NID1 NIPAL3 NKX2-1 NPC2 NPEPPS NR3C1 NTS PAM PBX3 PCBD1 PGRMC1 PICALM PLD3 PPIC PPP1R1A PPP2R5C PPP4C PPP6C PRCP PRKAR1A PTCRA PTGR1 PTPN1 QPCT RAB1A RAB2A RAB4A RAB5B RAB6A RAB7A RAB8A RABGGTB RBM3 RDX RHOC RPS6KA3 RRAS RRM2 SCAMP1 SDHC SEC23A SELENOP SEPHS2 SERINC3 SERPINB1 SMC1A SRSF3 SRSF5 SSR1 STAT1 SUCLG1 TAF11 TAF12 TCEAL1 TFPI2 TIMM17A TM9SF1 TM9SF2 TMBIM6 TMED10 TMED10P1 TMED2 TMPO TOP2A TRAM1 TSG101 TSNAX TUBB TUBB3 TXNDC9 UBE2D3 VAMP3 WWP1 XIST YBX3 ZNF148 ZNF267 ZNF43 ZNF711 WENDT_COHESIN_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENDT_COHESIN_TARGETS_UP AGTPBP1 ALCAM ASPH ATG5 CAMSAP2 CAST ELF2 EXOC6 FRA10AC1 FUT8 GOLGA8A JMJD1C MEF2A MKLN1 OXR1 PFDN4 PIK3R3 PLEKHA5 POLR2M PTK2 REEP3 RND3 SEPTIN7 SREK1 STK3 TLK2 TNPO1 TOP2B TRMT11 USP25 VTA1 YOD1 WENG_POR_DOSAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_DOSAGE ACOT1 ACOT2 ACTG1 ANTXR2 ANXA5 ASNS CES2 CYP2A6 CYP2B6 CYP2C18 CYP2C19 CYP7A1 ENTPD5 FGL1 GADD45B GSTA2 GSTM1 HMOX1 LGALS1 LGALSL RETSAT SLCO1A2 VNN1 WENG_POR_TARGETS_GLOBAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_TARGETS_GLOBAL_DN ACOT1 ACOT2 APOA4 ATF5 CYP2C19 CYP4A11 CYP7B1 EGR1 EHHADH ELOVL5 FABP2 FGL1 GRN HSD17B10 HSD17B11 HSDL2 HSPH1 MGLL MTAP NAA80 RAB30 RAD51B RETSAT SLC22A5 VNN1 WENG_POR_TARGETS_GLOBAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_TARGETS_GLOBAL_UP AQP8 CES2 CYB5B CYP2B6 CYP2C18 CYP51A1 CYP7A1 DHCR7 ETHE1 FDPS GCK GSTA2 GSTM1 HMGCS1 IDI1 MSMO1 SCD SQLE TCEA3 WENG_POR_TARGETS_LIVER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_TARGETS_LIVER_DN ACOT1 ACOT2 APOA4 ATF5 BDH1 CYP4A11 CYP7B1 EHHADH FABP2 FGF1 HSD17B11 HSD3B1 HSPH1 IGF1 NOCT PNPLA7 RAB30 RAD51B RETSAT SDC4 SDS SERPINA3 VNN1 WENG_POR_TARGETS_LIVER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WENG_POR_TARGETS_LIVER_UP ACTG1 AHR ALDH1A1 ANTXR2 ANXA5 AQP8 ASNS C11orf54 CD36 CES2 CLDN3 CSAD CYB5B CYP26A1 CYP2A6 CYP2B6 CYP2C18 CYP51A1 CYP7A1 DHCR24 ENTPD5 ETHE1 FDPS GADD45B GSTA2 GSTM1 HMGCS1 HMOX1 IDI1 LGALS1 LGALSL LPL MSMO1 PGD PRNP SCD SLCO1A2 SQLE TMEM176A TMEM97 UGDH UGT2B10 WESTON_VEGFA_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WESTON_VEGFA_TARGETS ADD2 ADGRE1 ADORA2B ANGPT2 ANKRD1 AQP7 ART4 BCKDHA BDNF BGN BMP4 BMP6 C1S CCL2 CCL7 CD34 CD9 CEACAM1 CFHR1 COL1A2 COL6A1 COL6A3 CXCL1 DLEU2 DYNLL1 EFEMP1 ELN ESR1 FAP FBP1 FGFBP1 FHL3 FOXO1 GALNT1 GCHFR GEM GGH GJA4 GSTT1 HCLS1 HEMGN HEXA HSD11B2 HTR2B IFI27 IL32 ISL1 KDR KRT18 KRT7 LMO2 MALSU1 MEST MGP MMP1 MMP10 MMP2 MPHOSPH10 MRPL19 NDUFA1 NID2 NNMT NR4A1 OXTR PDE4B PGF PIM1 PIR PNP POSTN PRKCI PRR29 PVALB RALA RANGAP1 RBX1 ROR2 SAT1 SDC4 SEMA5A SGCE SHC3 SLC49A4 SLC6A8 SP3 SULT1E1 TFPI2 THY1 TIE1 TNFSF10 TRIM23 UBD UNG VCAN VWF WESTON_VEGFA_TARGETS_12HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WESTON_VEGFA_TARGETS_12HR ANKRD1 AQP7 BDNF BGN CCL2 CFHR1 COL1A2 COL6A3 DLEU2 ELN FGFBP1 GEM MEST MGP MMP2 NNMT OXTR SAT1 SDC4 SGCE SLC49A4 SLC6A8 SP3 SULT1E1 TFPI2 THY1 UBD WESTON_VEGFA_TARGETS_3HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WESTON_VEGFA_TARGETS_3HR ADD2 ADGRE1 ANGPT2 ANKRD1 AQP7 BCKDHA BGN BMP4 BMP6 CCL2 CD34 CD9 CEACAM1 CXCL1 DLEU2 DYNLL1 EFEMP1 ELN ESR1 FGFBP1 FOXO1 GALNT1 GCHFR GGH GJA4 GSTT1 HCLS1 HEMGN HEXA HSD11B2 IFI27 IL32 ISL1 KDR KRT7 LMO2 MALSU1 MGP MMP1 MMP10 MPHOSPH10 MRPL19 NDUFA1 NNMT NR4A1 PDE4B PGF PIM1 PIR PNP PRKCI PRR29 RALA RANGAP1 RBX1 SAT1 SHC3 SLC6A8 SP3 SULT1E1 TFPI2 TIE1 TNFSF10 TRIM23 UNG VWF WESTON_VEGFA_TARGETS_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WESTON_VEGFA_TARGETS_6HR ADORA2B ANKRD1 AQP7 ART4 BCKDHA BDNF BGN BMP4 C1S CCL2 CCL7 CFHR1 COL1A2 COL6A1 COL6A3 ELN ESR1 FAP FBP1 FGFBP1 FHL3 GEM GJA4 GSTT1 HTR2B ISL1 KRT18 MEST MGP MMP2 NID2 NNMT OXTR POSTN PVALB ROR2 SAT1 SDC4 SEMA5A SGCE SHC3 SLC49A4 SLC6A8 SP3 SULT1E1 TFPI2 THY1 TNFSF10 UNG VCAN WEST_ADRENOCORTICAL_CARCINOMA_VS_ADENOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_CARCINOMA_VS_ADENOMA_DN APOE APOL3 BTN2A1 C1QB CD7 CYB5R3 CYP11B1 DGAT1 EMCN GIMAP6 GLS GLUL GRHL2 HLA-DPA1 HLA-DPB1 HLA-DRA HLA-DRB1 HRC KTN1 PAH PART1 PLAGL1 SLC25A24 SUSD6 TGFBR2 WEST_ADRENOCORTICAL_CARCINOMA_VS_ADENOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_CARCINOMA_VS_ADENOMA_UP AUNIP CD22 CDK16 CELF3 DDX56 DLL3 DUOX2 ELOB FAT1 GGCT HOXB13 IGLVIVOR22-1 LONRF3 MED27 NLE1 NUP88 PRPF3 SAP130 SLC35C1 TRAIP WT1-AS WEST_ADRENOCORTICAL_TUMOR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_TUMOR_DN AADAC AAK1 ABCB1 ABCG1 ABHD14A ABLIM1 ACADVL ACSF2 ACSM5 ACTG1 ADAM22 ADAMTSL3 ADH1B ADIPOQ AEBP1 AGTR1 AHNAK AKR1B1 AKR7A2 ALAS1 ALDH1L1 ALDH3A2 ALDH6A1 AMPD3 AMT AOC4P AOX1 APOC1 APOD APOL6 ARAP1 ARHGAP25 ARHGEF15 ARHGEF3 ARL17A ARMC9 ASB13 ASCC1 ASMTL ASPN ATP10A ATP1A2 ATP1B3 ATP2B3 ATRX AXL B3GNT4 BAALC BCAT2 BDH2 BGN BTG2 C1QTNF1 C1R C1S C3 C7 CALD1 CALHM2 CAMK1 CASKIN2 CASP9 CAT CAVIN1 CBFA2T3 CCDC85B CCL2 CCN3 CCNL1 CD248 CD2BP2 CD302 CD34 CD55 CD81 CDC42EP4 CDH2 CDH6 CEBPD CEP68 CER1 CERK CFD CFH CHD3 CHD4 CHRDL1 CIB2 CLEC3B CLUAP1 CNN2 CNNM2 CNOT1 CNP COL4A3 COL4A4 COL6A1 COLEC11 COX16 COX7A1 CREB3L1 CREBL2 CREM CRHBP CRISPLD2 CRYL1 CSDC2 CSF1 CSRP1 CTAGE9 CTDSP1 CTH CTSF CTSO CTTN CUEDC2 CUL5 CXCL12 CXCR5 CYB561 CYBB CYP11B1 CYP11B2 CYP21A2 CYP2A6 CYP7B1 DCN DCXR DDX27 DDX5 DEFB4A DGKA DHRS1 DIP2C DKK3 DLGAP1 DNAJB12 DNAJC12 DNAJC4 DNPH1 DOCK1 DPT DUSP1 DUSP26 DXO DYNLT3 ECHDC2 EEF1A1 EEF1D EFEMP2 EGR1 EGR3 EHD3 EIF2B4 EIF2D EIF3L EIF3M EIF4A1 EIF4EBP3 EMD EMILIN1 EOLA1 EPHA2 EPHX2 EPN3 EPX ERBB3 ESR1 ESRRG EXT1 FAAH FAH FAM182B FAM53B FAS FAXDC2 FBLN1 FBLN5 FBXW4 FERMT1 FGF12 FHL1 FKBP9 FLRT1 FLVCR2 FMO2 FOS FOSB FOXC2 FRRS1L FTSJ1 FTSJ3 FUT8 FXYD1 FZD1 G0S2 GABBR1 GAS1 GAS7 GBX1 GCAT GEM GGT5 GLS2 GLUD1 GMPR GPC3 GPM6B GPRASP1 GPT GRAMD4 GSDMD GSTT1 GTF2H5 H2BC15 H3-3B HDAC4 HDDC2 HEPH HGF HIBCH HNF4A HOPX HOXA5 HOXB1 HOXB5 HSD3B2 HSD3BP1 HSD3BP2 HTR2B HYI ICAM1 ID4 IER2 IER3 IFI35 IFITM2 IFITM3P7 IFT46 IGFBP4 IGFBP5 IGFBP6 IL17RB IL18BP IL33 INPP5K INTS9 IRF1 IRF4 IRF5 ISLR ITGA8 ITM2A JAM3 JUNB KAT2A KAT6B KCNA4 KCNA5 KCNJ5 KCNK3 KCNN2 KCNQ1 KCTD14 KDM5A KIF5C KLF11 KLF2 KLF5 KLF6 KLHDC8A KLK5 KMT2A KYNU LAMA2 LAMB2 LAMC3 LARP6 LEPR LGI1 LHFPL6 LHPP LMF1 LMOD1 LPAR1 LRP1 LRP5 LRRC32 LRRN3 LSM14A LSP1 LTBP4 LUC7L LUM LUZP2 LY6E LYRM1 MAFF MAOB MAP3K11 MECP2 MEIS2 MEIS3P1 MEPCE METTL9 MFAP5 MGMT MGP MICAL2 MICALL1 MICALL2 MID2 MINAR1 MMP2 MMP23B MOXD1 MPG MPST MS4A2 MSRA MT1E MT1G MT1H MT1X MT2A MTNR1A MUC2 MVP MXD4 MXRA5 MYLIP MYLK MYO7A NAA60 NAB2 NAP1L1 NBL1 NCF4 NDRG2 NDUFB11 NEIL1 NFIC NGFR NHERF1 NKRF NOCT NPEPPS NPR1 NPY1R NR2F1 NR2F2 NR4A1 NR4A2 NR4A3 NRXN1 NUDT3 NUP88 NUPR1 NYNRIN OGN OGT OLFML1 OLFML3 OMD OPLAH OR2J3 OXR1 PAK5 PARP3 PARVA PARVB PATZ1 PAWR PCDHGC3 PCGF2 PCSK2 PDGFD PDGFRA PDK2 PDZRN3 PEBP1 PGPEP1 PHACTR2 PHKG1 PID1 PIP4K2B PKIG PLA2G4A PLA2G6 PLAT PLD1 PLEKHO1 PLEKHO2 PLN PLP1 PLPP3 PLTP PLXNB3 PNLIPRP1 PODXL POLDIP2 POLL PORCN POSTN PPIG PRELP PRPF8 PSEN2 PTCH1 PTGER4 PTGIS PTH1R PTPN4 RAB13 RAI2 RAMP1 RAPGEF4 RARA RARRES1 RARRES2 RASIP1 RASSF2 RBFA RBKS RBMS3 RBPMS RCBTB2 REM1 RER1 RGN RHOB RHOT1 RIMS2 RNF122 RNF39 ROBO3 RORA RPL10 RPL23 RPL23A RPL27 RPL29 RPL29P5 RPL38 RPL39 RPL5 RPS4X RPS9 RSC1A1 RSF1 RUNX1 SCN7A SCUBE2 SEMA3B SEMA6A SEPTIN4 SEPTIN6 SERPING1 SF1 SFRP4 SGCG SGSM2 SHC2 SHLD2 SIRPA SIRT1 SIRT2 SLC16A2 SLC23A2 SLC25A28 SLC25A4 SLC47A1 SLCO2A1 SMTN SOD3 SORBS1 SORBS2 SORBS3 SOX9 SPATA20 SPOCK2 SPON1 SPON2 SPSB3 SREBF1 SRGAP3 SRSF5 SSH3 SSPN ST3GAL4 ST3GAL6 STAB1 STUB1 SUPT6H SV2B SYDE1 TAGLN TALDO1 TCF21 TCF7L1 TEK TGFB3 THUMPD1 TK2 TLE2 TM4SF1 TMCC1 TMEM204 TMEM222 TNFRSF25 TNFSF10 TNFSF13 TNNI3K TNS1 TOB1 TOB2 TPD52L1 TPSAB1 TPT1 TSPO TSPYL4 TTC19 UBB UBTF UBXN1 USP47 VAMP2 VCAN VEZF1 VIPR1 VPS51 VSNL1 VTN VWA5A WBP1L WDR6 WFDC1 WNT4 WWP2 ZFP36 ZFP36L2 ZMYND11 ZNF185 ZNF331 ZNF688 ZYX WEST_ADRENOCORTICAL_TUMOR_MARKERS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_TUMOR_MARKERS_DN AADAC ADH1B C3 CCN3 CYP11B2 DCN FBLN1 FOSB GAS1 HSD3B2 IGFBP5 KCNQ1 LSP1 MFAP5 NR4A2 PDGFRA RARRES2 SPON1 VSNL1 WNT4 WEST_ADRENOCORTICAL_TUMOR_MARKERS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_TUMOR_MARKERS_UP ASPM BARD1 CDK1 DTL FGFR4 IGF2 IL32 KIF20A MED8 MVK NEK2 NPTX2 PCSK6 PDE4B PMAIP1 PRC1 RRM2 SLC2A6 SQLE STC1 TOP2A UBE2S WEST_ADRENOCORTICAL_TUMOR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WEST_ADRENOCORTICAL_TUMOR_UP ABCC1 ACAT2 ACLY ACOT7 ACSM3 ACTR2 ANGPT2 ANKHD1 ANKMY2 ANXA4 AREL1 ARF3 ARPC3 ARPC5L ASPM ATP13A1 ATP1A1 ATP6V0B ATP6V1G1 AURKA BABAM1 BARD1 BICD2 BRD3 BUB1 BUB1B BUB3 BZW2 CAD CAND1 CAPZA1 CCNB1 CCNE1 CCT6A CD164 CDC123 CDC23 CDC25A CDC25C CDCA3 CDK1 CDK17 CDK5RAP2 CDK8 CEBPG CENPF CENPM CEP43 CEP76 CHAF1A CLINT1 CMC2 CNOT8 COL4A2 COPE CYP51A1 DAP3 DCAF15 DCTN2 DDA1 DDX39A DHCR7 DICER1 DNAJB1 DNAJB6 DNAJC6 DNMT1 DOLK DPP3 DTL DYNC1H1 E2F6 EBP EIF2S2 ELF4 ELMO2 ELOVL6 ENO1 ENSA EPB41L4B EPRS1 ERG28 ERP29 ESPL1 EXTL2 EZH2 FABP3 FAM32A FANCI FBN2 FDFT1 FDPS FGFR1 FGFR4 FOXM1 GADD45A GAPDH GAPVD1 GGH GLO1 GLRX2 GMNN GNG5 GNRHR GPR89B GRIN2C H2AZ1 HDAC1 HMGB2 HMGCR HMGCS1 HOMER1 HOXA9 HSD17B7 HSF2 HSPA13 IARS1 ICMT IGF2 IGF2BP3 IGF2R IL32 INHA INTS7 JAG1 JAKMIP2 KDM4B KHNYN KIF14 KIF18B KIF1B KIF20A KIF2C KIF3C KIF5B KMT5AP1 KPNA3 LGALS8 LPIN1 LSM4 LSM5 LSS MAD1L1 MAPK6 MAPRE1 MARS1 MCM2 MCUR1 MED27 MED8 MELK MICA MICB MLF1 MRPL18 MSMO1 MTF2 MTHFD2 MVD MVK MYO9B NAA35 NADK NEK2 NEU1 NNT NOL8 NPTX2 NR1H4 NRAS NUDT1 OAZ1 ORC6 P4HA2 PANK3 PARPBP PBK PCLAF PCSK6 PCYOX1L PDE4B PI4KB PIGK PIR PLA2G15 PLEKHB2 PLXNC1 PMAIP1 POLE3 POLR2K PPIA PRC1 PRDM4 PRRC2C PSMA3 PSMB7 PSMC2 PSMC6 PSMD11 PSMD14 PSME4 PTP4A2 PTTG1 QTRT2 RACGAP1 RAD1 RAD23B RALGPS1 RARS1 RDH11 RFC5 RFWD3 RHOBTB3 RIOK3 RNF34 RNGTT RPAP3 RPN2 RRM2 RTCA RTN4 SART3 SC5D SCD SKP2 SLC16A1 SLC1A3 SLC20A1 SLC25A24 SLC2A6 SLC31A2 SLC35D1 SLC36A1 SLC7A11 SLC7A5 SMARCA4 SMC4 SNRPA1 SNX24 SNX6 SPARC SPTLC1 SQLE SRPRB STC1 STOM STX12 STXBP1 SUCO TAF9 TARBP2 TBC1D13 TBK1 TCP1 TDG TFCP2 TMED9 TMEM106C TMEM131L TMEM30A TMEM41B TMEM97 TMPO TNFAIP3 TNPO1 TNPO3 TOP2A TPD52L2 TPX2 TRIM52-AS1 TSC1 TUBA1A TUBA1B TUBA1C TUBB2A TUBB4B TWF1 TXN TXNDC9 UBE2K UBE2S UBE2V2 UBL5 UFD1 USP14 VDAC1 VPS41 WDR77 WSB2 XPO1 XPO6 XPOT YIPF2 YKT6 ZBTB43 ZMPSTE24 ZWILCH ZWINT WHITEFORD_PEDIATRIC_CANCER_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITEFORD_PEDIATRIC_CANCER_MARKERS ADCY3 ADGRL3 ASF1B ATAD2 AURKA BCAT1 BIRC5 BUB1 CCDC34 CCNA2 CCNB1 CCNB2 CCNT1 CDC25A CDC45 CDCA2 CDCA5 CDCA7 CDCA8 CDK1 CDK4 CDK6 CENPA CENPE CENPF CENPN CENPU CKAP2 CKS1B CKS2 DBF4 DHFR DLGAP5 DNMT1 DTYMK E2F1 EIF4A1 EIF4EBP1 ENO1 ESPL1 GABRB2 GAPDH GGH GINS2 GPX7 H2AX H4C3 HAUS1 HMGB3 ILF2 ILF3 JPT1 KIF11 KIF14 KLKB1 KPNA2 LMNB2 MAD2L1 MCM4 MCM5 MCM7 MELK MEX3B MFN2 MKI67 MLLT11 MND1 MYBL2 MYCN NASP NCAPH NEK2 NME1 NSD2 NUDT1 NUF2 NUSAP1 ODC1 PAFAH1B3 PBK PCNA PLK4 POLE2 POLQ PON3 PRC1 PSAT1 PTTG1 RCC2 RECQL4 RFC3 RFC4 RNASEH2A RRM2 RRP1 SLC25A40 SMC4 SNORD22 SNRNP200 SOX4 STMN1 TK1 TMEFF1 TMPO TOP2A TPX2 TTK TUBA1A TWIST1 TYMS UBE2C UBE2T UHRF1 ZMYM2 ZNF300 ZNF367 ZWINT WHITEHURST_PACLITAXEL_SENSITIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITEHURST_PACLITAXEL_SENSITIVITY ACRBP ADGRD2 ARHGAP42 B3GNT9 C1QTNF3 DNAH10 DNHD1 FBH1 FGD4 FMR1NB FSIP1 GAL3ST4 HS6ST2 IGSF21 ITIH5 LRFN5 MPP7 NDOR1 NTNG2 PAPLN PDCL POGLUT3 PSMA6 PSMA7 PSMA8 PSMB1 PSMC3 PSMD1 PSMD3 RAB9A RNF151 SIPA1L2 STARD6 SYT13 TBL1Y TUBA8 TUBGCP2 ZMIZ1 WHITESIDE_CISPLATIN_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITESIDE_CISPLATIN_RESISTANCE_DN ACTB IFI6 JUND KRT19 LRRC17 RPL13A RPS16 RPS21 RPS5 RPS9 SOD1 TIMP1 TRIM22 WHITESIDE_CISPLATIN_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITESIDE_CISPLATIN_RESISTANCE_UP CDKN1A ERBB3 FASN GDF15 IFITM1 ITGA7 ITGB4 MX1 PTGES PXN RAC1 WHITE_NEUROBLASTOMA_WITH_1P36.3_DELETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITE_NEUROBLASTOMA_WITH_1P36.3_DELETION ACOT7 AJAP1 CAMTA1 CHD5 DNAJC11 ESPN GPR153 HES2 ICMT ICMT-DT KCNAB2 KLHL21 NOL9 PHF13 PLEKHG5 RNF207 RPL22 TAS1R1 TNFRSF25 ZBTB48 WHITFIELD_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_G1_S ABCA7 ACD ACYP1 ADAMTS1 ADCK2 ADCY6 ANKRD10 AP3M2 AP4B1 APEX2 ARGLU1 ATAD2 BAIAP2 BARD1 BRD7 CAPN7 CASP2 CASP8AP2 CCDC180 CCNE1 CCNE2 CDC25A CDC6 CDCA7 CDCA7L CDK20 CHAF1A CHAF1B CLSPN CREBZF CTSD DDX12P DENND11 DHFR2 DIS3 DNAJC3 DSCC1 DTL E2F1 E2F2 EIF2A ESD FAM111B FANCG FBXL20 FLAD1 GINS2 GINS3 GMNN GON7 HCG18 HORMAD1 HOXB4 HRAS HSF2 HSPB8 INAFM2 INTS8 IVNS1ABP KANK2 KCNC4 KIAA1586 LNPEP MAP2K6 MBOAT1 MCM2 MCM4 MCM5 MCM6 MDM1 MED31 MNT MNX1 MRI1 MSH2 NASP NEAT1 NKTR NPAT NSUN5P2 NUP43 ORC1 ORMDL1 OSBPL6 OTULIN PABIR1 PANK2 PASK PCNA PCNAP1 PDXP PLCXD1 PNN POLD3 RAB23 RECQL4 RMI2 RNF113A RNPC3 RSRP1 RUNX1 SDC1 SEC62 SERPINB3 SKP2 SLBP SLC25A36 SPIN3 SPIN4 SRSF7 SSR3 TAF15 TCAF1 TIPIN TMEM243 TONSL-AS1 TOPBP1 TRA2A TREX1 TRIM45 TRMT2A TSPEAR-AS2 TTC14 UBR7 UHRF1 UNG USP53 VPS72 WDR76 ZMYND19 ZNF367 ZNF414 ZRANB2 WHITFIELD_CELL_CYCLE_G2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_G2 ADGRG6 ALKBH1 ANLN AP3D1 ARHGAP11B ARHGAP19 ARHGEF39 ARMC1 ASXL1 ATL2 AURKB BCLAF1 BORA BRD8 BTNL9 BUB3 C2orf69 CASP3 CBX5 CCN4 CCNA2 CCNF CDC16 CDC25C CDCA2 CDCA3 CDCA8 CDK1 CDKL5 CDKN1B CDKN2C CDR2 CENPL CEP350 CFAP90 CFD CFLAR CHEK2 CIP2A CKAP2 CKAP2L CXCL14 CYB5R2 CYTH2 DCAF7 DET1 DHX8 DNAJB1 EBI3 ENTPD5 ESPL1 FADD FAM110A FAM72B FAM83D FAN1 FANCD2 FZR1 G2E3 GABPB1 GAS1 GAS2L3 H2AC25 H2AX HAUS8 HCP5 HINT3 HIPK2 HJURP HMGB2 HP1BP3 HSPA2 IFNAR1 JPT1 KATNA1 KATNBL1 KBTBD2 KDM4A KIF11 KIF22 KIF23 KIF5B KIFC1 KLF6 KPNA2 LBR LIX1L LMNB1 LTBP3 MAD2L1 MALAT1 MELK MEPCE MET MGAT2 MID1 MIS18BP1 MND1 MTCL1 MUC1 NCAPD3 NCAPH NCOA5 NDC80 NEIL3 NFIC NIPBL NLRP2 NMB NNMT NR3C1 NUCKS1 NUMA1 NUSAP1 PCED1A PIF1 PKNOX1 POLQ PPP1R2 PSRC1 RANGAP1 RCCD1 RDH11 RGS3 RHNO1 RIDA RNF141 SAP30 SGCD SKA3 SMC4 SORL1 STAT1 STAT5B STIL STK17B SV2B TEDC1 TFAP2A TIMP1 TMEM132A TMPO TNPO2 TOP2A TRAIP TRIM59 TRIM69 TRMT2A TTC38 TTF2 TUBA1A TUBA3C TUBA4A TUBB TUBB2A TUBB4B TUBD1 TYSND1 UACA UBE2C UBXN11 UNC5CL VPS25 VTA1 WDR62 WSB1 ZNF587 ZNHIT2 WHITFIELD_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_G2_M ADGRE5 ADH4 ADM5 AFDN AHI1 AKIRIN2 ANLN ANP32B ANP32E ARHGAP19 ARHGDIB ARL6IP1 ASPHD2 ASXL1 ATF7IP ATXN1L AURKA B4GALT1 BIRC2 BIRC5 BMP2 BUB1 BUB1B C6 CCDC88A CCNA2 CCNB1 CCNB2 CCND1 CCSAP CDC25B CDC27 CDC42EP1 CDCA3 CDKN2D CENPA CENPE CENPF CEP55 CFLAR CKAP2 CKAP5 CKS1B CKS2 CNN2 CNTROB CREBRF CSGALNACT1 CTNNA1 CTNND1 DEPDC1 DEPDC1B DLGAP5 DNAJA1 DNAJB1 DR1 DUSP4 DZIP3 E2F5 ECT2 FGA FOXM1 FRZB FYN G2E3 GADD45A GAS2L3 GAS6 GLI1 GOT1 GPSM2 GRK6 GSE1 GTSE1 HCFC1 HERPUD2 HMG20B HMGB3 HMMR HP1BP3 HPS4 HSPA13 HSPA1L HSPA8 IDI2 IDO1 INPP5K INSM1 ITPR1 JADE2 JPT1 KCTD2 KIF14 KIF20B KIF2C KIF5B KLF9 KLHDC9 KMT5A KMT5B KNSTRN LBR LMNA LPP LRP8 LRRC17 MAPK13 MATN2 MCM4 MDC1 ME3 MIS18BP1 MKI67 MTCL2 MZT1 NCOA5 NDE1 NEK2 NUF2 NUP35 NUP98 NUSAP1 ODF2 OIT3 OLR1 PATJ PBK PCF11 PIK3CD PIMREG PLAG1 PLK1 POC1A POM121 PPP1R10 PRPSAP1 PRR11 PRR5 PSMG3 PTGER3 PTP4A1 PTPN9 PYM1 QRICH1 RAD51C RANGAP1 RASGEF1A RBM8A RCAN1 RCBTB2 RNF126 RNF141 RNPS1 RRP1 SAPCD2 SELENON SFPQ SGO2 SHCBP1 SLC17A2 SLC44A2 SMARCB1 SMARCD1 SMTN SPAG5 SPDL1 SPTBN1 SRD5A1 SRSF3 SS18 STAT5B TAB2 TFF3 TGIF1 THRAP3 TMCO4 TMEM138 TNFAIP8L1 TNPO1 TOMM34 TPX2 TRIP13 TSG101 TSKU TSN TTK TUBB4B TXNDC9 TXNRD1 USP13 USP16 VANGL1 WSB1 YWHAH ZC3HC1 ZFX ZMYM1 ZNF521 WHITFIELD_CELL_CYCLE_LITERATURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_LITERATURE AURKA BIRC5 BRCA1 BRCA2 BUB1 BUB1B CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CCNF CCNG2 CDC20 CDC25A CDC25B CDC25C CDC45 CDC6 CDK1 CDKN1A CDKN2C CDKN2D CDKN3 CENPA CENPF CKS2 DHFR E2F1 E2F5 KIF20A MCM2 MCM6 MSH2 NASP NPAT PCNA PLK1 RACGAP1 RRM1 RRM2 SLBP TOP2A TYMS WHITFIELD_CELL_CYCLE_M_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_M_G1 AFAP1 AGFG1 AGPAT3 AKAP13 AMD1 ANP32E ANTXR1 AOC2 AOC3 BTBD3 C3orf62 C4A CBX3 CCND1 CCSAP CD24 CDC42 CDK7 CDKN3 CEP20 CEP70 CNIH4 CRYBA1 CTR9 CWC15 CYTH3 DCP1A DCTN6 DEXI DKC1 DNAJB6 DSP DYNLL1 ELP3 ENTREP3 FOXK2 FRS2 FXR1 GATA2 GDF15 GRPEL1 GSE1 GSPT1 H2BC21 HIF1A HMG20B HSPA8 IFIT1 IFIT2 ILF2 JMJD1C KDM5B KIAA0586 KPNB1 KRAS LARP1 LARP7 LINC00641 LNP1 LRIF1 LYAR MLLT6 MORF4L2 MRPL19 MRPS18B MRPS2 MSL1 MTPN NCOA3 NCS1 NFIA NFIC NOS1 NUCKS1 NUDCD2 NUDT4 NUFIP2 NUP37 ODF2 OPN3 PAK1IP1 PBK PCF11 PLIN3 PLK2 PPP2CA PPP2R2A PPP6R3 PRC1 PSEN1 PTMS PTTG1 RAB3A RAD21 RHEB RPL13A SINHCAF SLC39A10 SNHG16 SNUPN SRSF3 TAF9 TCERG1 TICAM2 TLE3 TMEM138 TOB2 TOP1 TROAP TSC22D1 TULP4 UBE2D3 USP6NL VANGL1 VCL VPS37C WIPF2 WWC1 XPO4 YY1 ZCCHC10 ZFAS1 ZNF24 ZNFX1 ZPBP ZSCAN5A WHITFIELD_CELL_CYCLE_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WHITFIELD_CELL_CYCLE_S ABCA5 ABCC2 ABCC5 ABHD10 ACAP3 ADAM22 ADGRG6 ANKRD18A ANKRD36 ANKRD36C ARHGAP42 ASF1B ASIP ATAD2 ATOSA BBS2 BIVM BLM BMI1 BRCA1 BRIP1 CALD1 CAPS CASP2 CCDC14 CCDC150 CDC45 CDC7 CDCA5 CDH24 CDKN2AIP CENATAC CENPM CENPQ CENPU CERS6 COL7A1 COQ9 CPLANE1 CPNE8 CREBZF DCAF16 DCUN1D3 DDIAS DEPDC7 DHFR DMXL2 DNA2 DNAJB4 DNAJC6 DONSON DSCC1 E2F8 EFHC1 EIF4EBP2 ESCO2 EXO1 EZH2 FANCA FEN1 GCLM GOLGA6L4 GOLGA8A GOLGA8B H1-0 H2AC17 H2AC6 H2BC4 H4C2 H4C3 H4C8 HAUS5 HELLS HSPB8 IFIT1 INSIG2 INTS7 KAT2B KIFC2 KLHL23 LINC00339 LIPH LOC102724701 LYRM7 MAN1A2 MAP3K2 MASTL MBD4 MCM8 MEGF9 MITF MYCBP2 NAB1 NEAT1 NFE2L2 NRDC NT5DC1 NUP160 OGT ORC3 OSER1 OSGIN2 PCLAF PHIP PHTF2 PKMYT1 POGLUT2 PRIM1 PRIM2 PTAR1 RAD18 RAD51 RAD51AP1 RAD54L RBBP8 REEP1 RFC2 RFC4 RHOBTB3 RHPN1 RPA2 RRM1 RRM2 RSRC2 SAP30BP SH3GL2 SHC1 SHTN1 SLC22A3 SLC25A27 SLC38A2 SLC9A3-AS1 SLF2 SP1 SRSF10 SRSF5 STAG3L1 SVIP TMCC1 TOP2A TRIM45 TTC31 TTLL7 TYMS UBE2T UBL3 USP1 ZBED5 ZNF217 ZWINT WIEDERSCHAIN_TARGETS_OF_BMI1_AND_PCGF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIEDERSCHAIN_TARGETS_OF_BMI1_AND_PCGF2 ABLIM3 ADAM19 ADM AXL BCL7A BMP1 BMP5 CAV1 CCDC80 CCND1 CDK6 CLDN1 COL5A1 CPA4 CRISPLD2 DNMT3B EDN1 F2RL1 FAM43A FOSL1 GADD45A GAL IL7R INHBA ITGA3 ITGA4 ITGB8 JUN KCNN3 KRT75 LFNG LRRC8A MAP1B MICA MICAL2 MICALL1 MICB MMP7 MYOF NAV1 NAV2 NET1 P4HA2 PAPPA PLAT PLAUR PODXL PTHLH RFLNA RHOD RREB1 S100A2 SAFB2 SDC3 TEK TIMP3 TPM1 WIELAND_UP_BY_HBV_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIELAND_UP_BY_HBV_INFECTION ADA2 ADGRE1 APOL3 ARHGDIB AURKA B2M BTN3A3 C1QB C1orf54 C3AR1 CCL5 CD38 CD3D CD48 CD53 CD5L CD74 CD83 CFL1 COTL1 CTSB CTSC CXCL10 CXCL9 CXCR4 DENND2D DRAM1 FCER1G FCGR1A FGL2 GABBR1 GBP1 GBP2 GIMAP5 GM2A GPNMB GZMA GZMK HLA-A HLA-B HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-E HLA-F IFI16 IFI27 IFI30 IGHG1 IGLC2 IGSF6 IL10RA ISG20 KPNA2 LAP3 LAPTM5 LGALS3 LPXN LYZ MCM6 PARP12 PBK PIK3CD PLAAT4 PLAC8 PPT1 PRC1 PSMB10 PSMB9 PSME1 PSME2 PTTG1 RAB20 RAB27A RAB31 RAC2 RFX5 RGL1 RNASET2 RRM2 S100A10 SLC7A7 SOD2 SP110 SRGN STAT1 TAPBP THEMIS2 TPP1 TRBC1 TRGC1 TRIM22 TYMS TYROBP UBE2C UBE2L6 UCP2 VSIG4 WARS1 WIEMANN_TELOMERE_SHORTENING_AND_CHRONIC_LIVER_DAMAGE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIEMANN_TELOMERE_SHORTENING_AND_CHRONIC_LIVER_DAMAGE_DN CCL5 CYP2C19 HMGCR NR1D2 S100A9 WIEMANN_TELOMERE_SHORTENING_AND_CHRONIC_LIVER_DAMAGE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIEMANN_TELOMERE_SHORTENING_AND_CHRONIC_LIVER_DAMAGE_UP ALAD AURKA BMAL1 CES1 CRY1 CYP2B6 CYP4A11 GPI H1-2 ORM2 TUBB2A WIERENGA_PML_INTERACTOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_PML_INTERACTOME ABCE1 ABCF2 ACTG1 AHSG ALB ARF4 ATP5F1C CAD CALU CLPX CTPS1 DNAH5 DUOX1 EEF1A1 EEF1G EMD FER1L6 GCN1 HNRNPF HSPA5 KARS1 KAT6B KPNB1 MCM7 NUP93 OAT PLCB4 PLEC POLDIP2 PPM1B PRKCB PRKDC RPL3 RPN1 RPS18 RPS27 RPS3 STK38 TUBA1A TUBB3 YTHDF2 ZYX WIERENGA_STAT5A_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_STAT5A_TARGETS_DN ACOT11 ACRBP ACTN1 ADORA2A ADRA2A ALOX12 ANGPT1 ANGPTL6 ARAP3 ARHGAP21 ARHGEF3 ARMCX5 ARMT1 ASAP2 BAMBI BANK1 BATF BIN1 C3orf52 C5 C6orf226 CAMK1 CAPN11 CARD19 CAVIN2 CCDC9B CCND1 CD14 CD47 CD84 CD9 CD93 CD96 CGRRF1 CHST12 CLCN2 CLCN4 CLDN5 CORO1A COTL1 CRACR2B CTDSPL CTIF CTSG CXCR4 DAAM1 DCLRE1A DENND2C DEPDC1 DEPTOR DLK1 DNAAF3 DOK3 EAF2 EFHC2 EFNB2 EMILIN1 EPHX2 ETS1 FAM30A FAR2 FCER1A FCER1G FCN1 FERMT3 GAPT GCSAML GFOD1 GJA4 GNG11 GP1BA GP1BB GP6 GP9 GPX1 GUCY1B1 H4C2 HEXIM2 HGD IFI16 IL17RA IL7 ILK IRF8 IRS2 ITGB1BP2 ITGB5 ITGB7 ITPKB JAM3 KLHDC1 LCN2 LDLRAD4 LGALS12 LGALSL LHFPL2 LILRA2 LINC01341 LOXL3 LST1 LY6G6D LYZ MANSC1 MARCHF5 MCEMP1 MEIS1 MGLL MPL MRPS14 MS4A3 MSRB3 MTMR11 MYEOV MYLK NAP1L3 NAT8B NDUFAF3 NFIB NINJ2 NOTCH1 OGFRL1 PADI4 PBX1 PCYOX1L PDIA5 PDLIM1 PECAM1 PF4V1 PIP4P2 PLCB2 PLCG2 PLEK PLEKHO2 PLXDC2 PPIF PPM1F PRKD2 PROS1 PROSER2 PRTFDC1 PSRC1 PSTPIP2 PTGIR RASGRP3 RBPMS2 RGS18 ROCK2 RUFY1 SALL2 SAMD14 SBDSP1 SCPEP1 SELP SERPINF1 SH3BGRL2 SH3PXD2A SLC12A2 SLC22A23 SLC24A3 SLC37A1 SLC9A1 SLC9A9 SMAD6 SMIM8 SPNS3 SPX STX11 STX1A SUSD3 TCEAL1 TLN1 TMC8 TMEM163 TMEM44 TNNC2 TPM2 TPM4 TREML1 TRIM8 TSPAN32 TTC27 TTK TUBGCP4 UBASH3B USP20 VASH1 VWF WASF3 WFDC1 XYLT2 ZFPM1 ZNF185 ZYX WIERENGA_STAT5A_TARGETS_GROUP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_STAT5A_TARGETS_GROUP1 A4GALT ADGRG5 ADM AMACR ARL4A BATF3 BBX CALB2 CBS CCDC102A CD1A CD40LG CDHR1 CDKN1C CERCAM CFH CIART CISH CPXM1 CST7 CTNS CTSH CTSZ CTXN1 CYSTM1 DAB2 DAPK1 DCPS DDIT4 DHRS3 DPYSL4 DUSP5 ENC1 ENPP3 F2RL1 FAM131A FBXO6 FCER2 FGF11 FNDC3B GATA2 GBP4 GGT5 GPAT3 GYPB HBZ HILPDA HSPA2 HSPA6 HYCC2 IGFBP4 IGFBP5 IL18RAP IL3RA IL4I1 IL4R ITGA2 KISS1R KRBA1 LTB MAP1A MEX3D MIIP MOSPD3 MTHFD1 MUC1 MYO10 NAAA NAALADL1 NCS1 NDRG1 NIBAN2 NOD1 NT5C3B OSBP2 P2RX4 P4HA2 PCSK9 PFKFB4 PHLDA1 PIK3IP1 PIM1 PLEKHA4 PLVAP PLXNA3 POU2F1 PRPS1 RABGAP1 RAP1GAP RASGEF1A RHAG RHEBL1 SAMSN1 SCHIP1 SEMA6C SH3BP4 SLC25A37 SLC25A4 SLC2A10 SLC6A9 SLC9A7 SMAP2 SNTA1 SOS1 SPAG4 ST3GAL4 ST3GAL5 STK17B SYNE3 TARP TGFBR1 TGM2 TJP2 TLE3 TMEFF2 TMEM116 TNFAIP8L3 TNFRSF4 TP53INP2 TRIB3 TRIM46 TRIM58 TULP3 UBAC1 UPK1A VASN XIRP1 WIERENGA_STAT5A_TARGETS_GROUP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_STAT5A_TARGETS_GROUP2 ABCA1 AK3 ANTXR2 BHLHE40 BTG2 CA2 CCL2 CCL22 CCL3 CCL5 CCR7 CD1B CD83 CKAP4 CLEC4A COCH COL6A1 CSF2 CXCL10 CXCL8 EGFL6 EMP1 FAM241A FPR3 GABARAPL1 GADD45B GALC GNPTAB GPR65 HOXB5 IL7R KLF2 KLF6 LAMP3 MAPK13 MOB3B NFIL3 OLR1 P3H2 PHTF2 PLAU PLEKHH3 PRDM8 PSAT1 RGS1 RNF217 SLC2A14 SOCS2 SPP1 SQSTM1 STAP1 TRAF1 TSC22D2 TUBB2B WIERENGA_STAT5A_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIERENGA_STAT5A_TARGETS_UP A4GALT ABCA1 ADGRG5 ADM AK3 AMACR ANTXR2 ARG2 ARL4A BATF3 BBX BHLHE40 BTG1 BTG2 CA2 CALB2 CBS CCDC102A CCL2 CCL22 CCL3 CCL5 CCND2 CCR7 CD1A CD1B CD40LG CD83 CDHR1 CDKN1C CERCAM CFH CH25H CIART CISH CKAP4 CLEC4A COCH COL6A1 CPXM1 CSF2 CST7 CTNS CTSH CTSZ CTXN1 CXCL10 CXCL8 CYSTM1 DAB2 DAPK1 DCPS DDIT4 DHRS3 DIPK2A DPYSL4 DUSP5 EGFL6 EGR1 EMP1 ENC1 ENPP3 EPB41 F2RL1 FAM131A FAM241A FBXO6 FCER2 FCGR2A FGF11 FNDC3B FPR3 GABARAPL1 GADD45B GALC GATA2 GBP4 GGT5 GNG2 GNPTAB GPAT3 GPR65 GYPB HBZ HES6 HILPDA HOXB5 HSPA2 HSPA6 HYCC2 IGFBP4 IGFBP5 IL18R1 IL18RAP IL3RA IL4I1 IL4R IL7R ITGA2 KISS1R KLF2 KLF6 KRBA1 LAMP3 LTB MAOA MAP1A MAPK13 MEX3D MIIP MOB3B MOSPD3 MTHFD1 MUC1 MYO10 NAAA NAALADL1 NCS1 NDRG1 NFIL3 NIBAN2 NOD1 NT5C3B NTSR1 OLR1 OSBP2 OSM P2RX4 P3H2 P4HA2 PCSK9 PFKFB4 PGM2L1 PHLDA1 PHTF2 PIK3IP1 PIM1 PLAU PLEKHA4 PLEKHH3 PLIN2 PLVAP PLXNA3 POU2F1 PRDM8 PRPS1 PSAT1 PTGER2 RABGAP1 RAP1GAP RASGEF1A RGS1 RHAG RHEBL1 RNF144A RNF217 SAMSN1 SCHIP1 SEMA6C SH3BP4 SLC25A37 SLC25A4 SLC2A10 SLC2A14 SLC6A9 SLC9A7 SMAP2 SNTA1 SOCS2 SOS1 SPAG4 SPP1 SQSTM1 ST3GAL4 ST3GAL5 STAP1 STK17B SYNE3 TARP TGFBR1 TGM2 TJP2 TLE3 TLE4 TMEFF2 TMEM116 TNFAIP8L3 TNFRSF4 TP53INP2 TRAF1 TRIB1 TRIB3 TRIM46 TRIM58 TSC22D2 TTLL7 TUBB2B TULP3 UBAC1 UPK1A VASN XIRP1 WIKMAN_ASBESTOS_LUNG_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIKMAN_ASBESTOS_LUNG_CANCER_DN AGAP4 ATL2 ATM CCR2 CD86 FBXL12 FGL2 FKBP1A FNTA GIMAP6 GLRX HMGXB3 ITGA4 LZTR1 MAFB MIEF1 MS4A6A MUSK MYO5A MYO7A NIPSNAP3B PATZ1 PPIG PRKACA PRKCSH RUNX1 SIRT6 TRAT1 TRBC1 UVRAG WIKMAN_ASBESTOS_LUNG_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WIKMAN_ASBESTOS_LUNG_CANCER_UP ADD1 ADGRG6 ASB9 ATRN CTBP2 IFT74 LIFR LRPAP1 MAEA PREPL SERINC3 SLC44A4 SLC6A14 SORBS2 WFDC2 YWHAB ZNF140 WILCOX_RESPONSE_TO_PROGESTERONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILCOX_RESPONSE_TO_PROGESTERONE_DN ABCC6 AKAP9 ARHGDIA ATP2B4 BDNF CATSPERB CCND1 CHRNE CLIC4 COL11A1 COL16A1 COL1A1 COL1A2 COL5A2 COL6A1 COL8A2 COX7A1 CSTA CUX2 CYP2C18 DES DST FN1 FRMD4A HIPK2 HSD11B2 IGF1R IGFBP2 IGFBP3 IGFBP5 IGLL1 INHBA KCNK3 L1CAM LOXL2 MGP MICAL2 MIR3648-1 MME MMP2 MYH1 MYL9 NEFH NOTCH2NLA NOX3 NTM OGT OXTR PCDHGA1 PCDHGC3 PDE12 PDLIM7 PECAM1 PIEZO1 PLAU PLEC PRRC2A SPON2 STAR THBS1 TNFSF10 XIST WILCOX_RESPONSE_TO_PROGESTERONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILCOX_RESPONSE_TO_PROGESTERONE_UP ABCG1 ACAT2 ACKR4 ADAMTS20 ADGRG6 AREG ARHGEF3 ASPM ATG2B BBS10 BBS7 C7orf25 CCNB1 CCNB2 CDC20 CDC6 CDK1 CDKN2AIP CDKN2C CENPF CENPN CENPQ CENPU CEP162 CEP55 CEP57 CEP76 CNTN6 CRYGS CXCL5 CYB5B CYP51A1 DEPP1 DHCR7 DLGAP5 DLX4 DNAAF2 DNAJB9 EBP ELOVL6 ETV1 EVI2A FADS1 FADS2 FANCI FAXDC2 FDFT1 FDPS FDPSP5 GALK2 GK GOLGA8G HAND2 HBB HBD HBP1 HBS1L HJURP HMGB2 HMGCR HMGCS1 HMGN3 HMMR HMOX1 HSD17B11 IDH1 IDI1 IDI2-AS1 IFNAR2 IFT70A IFT74 INSIG1 ITGBL1 KANSL1L KCNJ16 KIF20A KIF4A KLF5 KLF6 KLHL24 LARP4 LDLR LGALS8 LIPG LPIN1 LSS LYSET MAP3K8 MAP7 MATCAP2 MDM1 MON2 MSMO1 MT1M MTF2 MUC5B MVK NCAPG NDC80 NEUROD1 NKG7 NPY NPY1R NSDHL NUP160 NUSAP1 ORC4 OTULINL PBK PCLAF PCSK6 PDS5A PEG10 PLA2G4A PPL PRC1 PRDM12 PTHLH RGS2 RIF1 RNU6-73P RRM2 SAMD9 SC5D SCD SEC14L1 SGK1 SGK3 SHCBP1 SHMT1 SMC2 SMPDL3A SMPDL3B SUMO1 SYNPO2L TDO2 THBD TK1 TLL2 TMEM97 TMT1A TNFAIP6 TOP2A TRPC4 TTF2 TYMS WDHD1 XRCC4 YTHDC2 ZBED2 ZCCHC10 ZNF268 ZNF518A WILENSKY_RESPONSE_TO_DARAPLADIB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILENSKY_RESPONSE_TO_DARAPLADIB ARRB2 BIN2 CCL5 CCR1 CCR2 CD4 CD48 CD68 CHI3L1 CTSS CXCR3 CYBB DENND2D EVI2A EVI2B GM2A HLA-DMA HMOX1 IL1A ITGB2 LAIR1 NCF1 NPL PLA2G7 PLAUR PTAFR SLC27A4 UCP2 WILLERT_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLERT_WNT_SIGNALING CCND1 CITED2 CSTF1 EDNRB EIF3J GJA1 GSTM3 GYPC ID2 ID2B ING1 MSX2 NCOA3 NSMAF RPL27A SLC2A1 SNRPA1 SRP19 TLE1 TNFRSF11B UBE2D2 VCAN ZRSR2P1 WILLIAMS_ESR1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLIAMS_ESR1_TARGETS_DN CYP1A1 EFNB2 ERBB2 S1PR3 TP53INP1 ZFP36L2 WILLIAMS_ESR1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLIAMS_ESR1_TARGETS_UP BUB1 CCNA2 CDC20 CEP55 CXCL12 FAM83D GREB1 HMGB2 HSPB8 IGFBP4 IL20 ITPK1 KCNK5 OLFM1 PKIB PPM1E RNASEH2A SIAH2 SLC26A2 SLC7A5 TFF1 THBS1 TPD52L1 TUBA4A UGT2B17 WDR62 WILLIAMS_ESR2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLIAMS_ESR2_TARGETS_DN ADM CBX5 EDN1 HMCN1 MRPS16 PANK2 RPL21 S100A6 SIPA1L2 TAF1D TBL1XR1 WILLIAMS_ESR2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILLIAMS_ESR2_TARGETS_UP ALG14 ANXA9 APOD CYB5R3 FAM234A FBXL19-AS1 GAPVD1 GSTT2 HIGD1A HMGCL KCTD11 KIF21A LDHC LRRC15 NDRG3 NRIP3 OXR1 P2RY2 PIGK QSOX1 SEPTIN9 STAU1 STK3 SUZ12 TRMT10A TWF2 UGT1A9 UQCRFS1 VASN WILSON_PROTEASES_AT_TUMOR_BONE_INTERFACE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILSON_PROTEASES_AT_TUMOR_BONE_INTERFACE_DN ADAMTS7 CTSB CTSE CTSH SERPINI2 WILSON_PROTEASES_AT_TUMOR_BONE_INTERFACE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WILSON_PROTEASES_AT_TUMOR_BONE_INTERFACE_UP ADAM10 ADAM9 CTSG CTSK MMP12 MMP13 MMP9 SERPIND1 SERPINE2 SERPING1 TIMP3 USP1 USP14 USP15 USP16 USP24 USP25 USP32 USP33 USP53 WINNEPENNINCKX_MELANOMA_METASTASIS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINNEPENNINCKX_MELANOMA_METASTASIS_DN ALDH3A2 CA5B CD1A CD1C CEBPA CEP170B CLEC10A CLEC3B CLIC3 CRY2 CST3 CST5 CTNNBIP1 CXCL14 DHRS1 DPYSL2 EMX2 EMX2OS F10 FGD3 GABPB1-IT1 GPRIN2 HLA-DQB1 HOXA9 KCTD11 KIAA0930 KRTAP19-1 LGALS2 LSP1 LTB P2RY14 PCP4 PI16 PIK3IP1 PROM2 PTGDS RNF125 SPINT2 SPPL3 ST6GALNAC6 ST7-AS1 STMN2 TOM1L2 TXNIP XCL1 WINNEPENNINCKX_MELANOMA_METASTASIS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINNEPENNINCKX_MELANOMA_METASTASIS_UP ANLN ARF4 ASPM ATAD2 AURKA BIRC5 BUB1 C8orf33 C9orf40 CACYBP CCNB1 CCNB2 CCT4 CCT5 CCT7 CDC45 CDC6 CDCA5 CDCA8 CDK1 CDKN3 CDON CENPA CENPF CENPN CEP55 CHEK1 CHORDC1 CHTOP CKS1B CKS2 CLASP1 CMSS1 CNN3 CREM CTNNAL1 DCBLD2 DDX18 DHFR DLGAP5 DNAJA1 DONSON DPH3 DSCC1 DTYMK ECT2 EEPD1 ENY2 EXO1 FAM216A FAM98A FERMT2 GEMIN6 GINS2 GJC1 GLRX2 GMNN GMPS GPN3 H2AZ2 HMGB3P1 HSPA4 HSPA5 HSPD1 HTRA2 IMMT IPO7 IWS1 KDELR2 KIF11 KIF18B KIF2C KIRREL1 KNSTRN KNTC1 KPNA2 MAP4K4 MCM4 MCM6 MELK MORF4 MRPL32 MRPS10 MRPS16 MRPS17 MRPS5 MSANTD3 MSH6 MTERF3 NANS NASP NCAPG NCAPG2 NCAPH NCBP1 NDC80 NEIL3 NEK2 NME1 NSD2 NUDCD1 NUDT4 NUF2 OGG1 OLA1 PAICS PARPBP PCDH17 PCLAF PCNA PHF14 PLEKHG2 PLOD2 PRC1 PRIM2 PRPF38B PSMC3IP PTTG1 PTTG2 PWP1 RACGAP1 RAD54L RANBP1 RBM33 RBMX RFC4 RFC5 RHBDL2 RPA3 RRM2 RSRC1 SGO2 SHCBP1 SKA2 SMARCA5 SMC2 SNRPG SPAG5 SPC25 SRP19 SRSF10 SSR3 SUPT7L SURF4 TAF1A TARS1 TCOF1 TIMELESS TK1 TLCD5 TOP2A TRUB2 TYMS UBE2T UBFD1 UGGT1 UHRF1 VMA21 XPO1 ZNF367 ZNF587 ZWINT WINTER_HYPOXIA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINTER_HYPOXIA_DN ABCB1 ANKRD44 ARHGAP15 ARHGAP45 ARHGEF6 ARL6IP5 ATM ATP8A1 ATP8B1-AS1 BCL2 CCL19 CD28 CD48 CD79A CELF2 CHPT1 DOCK2 ENPP2 EVI2A EVI2B FBLN5 FLI1 FRZB GIMAP1 GIMAP7 GYPC HLA-DOB ICAM2 IKZF1 IL16 INPP5D IRAG2 IRF8 ISCU ITGB2-AS1 ITM2A KLHDC1 LMO2 NCKAP1L PARM1 PBXIP1 PTPRC RESF1 RGS5 RIPOR2 RUBCNL SLC25A20 SYNE1 SYNPO2 SYNRG TLR7 ZSCAN18 WINTER_HYPOXIA_METAGENE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINTER_HYPOXIA_METAGENE ABCB1 ACAT1 ADM ADORA2B AK2 AK3 ALDH1A1 ALDH1A3 ALDOA ALDOC ANGPT2 ANGPTL4 ANXA1 ANXA2 ANXA5 ARHGAP5 ARSL ART1 BACE2 BATF3 BCL2L1 BCL2L2 BHLHE40 BHLHE41 BIK BIRC2 BNIP3 BNIP3L BPI BTG1 CA12 CA9 CALD1 CCNG2 CCT6A CD99 CDK1 CDKN1A CDKN1B CITED2 CLK1 CNOT7 COL4A5 COL5A1 COL5A2 COL5A3 CP CTSD CXCL8 CXCR4 DDIT3 DDIT4 DELEC1 DKC1 DR1 EDN1 EDN2 EFNA1 EGF EGR1 EIF4A3 ELF3 ELL2 ENG ENO1 ENO3 ENPEP EPO ERRFI1 ETS1 F3 FABP5 FGF3 FKBP4 FLT1 FN1 FOS FTL GAPDH GBE1 GLRX GPI HAP1 HBP1 HDAC1 HDAC9 HERC3 HERPUD1 HGF HIF1A HILPDA HK1 HK2 HLA-DQB1 HMOX1 HMOX2 HSP90B1 HSPA5 HSPD1 HSPH1 HYOU1 ICAM1 ID2 IFI27 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP5 IL6 INSIG1 IRF6 ITGA5 JUN KDR KRT14 KRT18 KRT19 LDHA LDHB LEP LGALS1 LONP1 LOX LRP1 MAP4 MET MIF MMP13 MMP2 MMP7 MPI MT-CO1 MT-CO2 MT1L MTL3P MUC1 MXI1 NDRG1 NFIL3 NFKB1 NFKB2 NOS1 NOS2 NOS2P1 NOS2P2 NOS3 NR3C1 NR4A1 NSG1 NT5E ODC1 P4HA1 P4HA2 PAICS PDGFB PDK3 PFKFB1 PFKFB3 PFKFB4 PFKL PGAM1 PGF PGK1 PGK2 PGM1 PIM1 PIM2 PKM PLAU PLAUR PLIN2 PLOD2 PNN PNP POLM PPARA PPAT PROK1 PSMA3 PSMD9 PTGS1 PTGS2 QSOX1 RBPJ RELA RIOK3 RNASEL RPL36A RRP9 SAT1 SERPINB2 SERPINE1 SGSM2 SIAH2 SIN3A SIRPA SLC16A1 SLC16A2 SLC20A1 SLC2A1 SLC2A3 SLC3A2 SLC6A10P SLC6A16 SLC6A6 SLC6A8 SORL1 SPP1 SRSF6 STC2 SYT7 TBPL1 TCEAL1 TEK TF TFF3 TFRC TGFA TGFB1 TGFB3 TGFBI TGM2 TH THBS1 THBS2 TIMM17A TNFAIP3 TP53 TPBG TPD52 TPI1 TXN TXNIP UMPS VEGFA VEGFB VEGFC VIM VPS11 VPS51 XRCC6 ZNRD2 WINTER_HYPOXIA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINTER_HYPOXIA_UP ADORA2B AK4 ALDOA ANGPTL4 ANKRD37 ANKRD9 ANLN B4GALT2 BCAR1 BMS1 BNIP3 C16orf74 CA12 CA9 CDCA4 CNIH4 COL4A5 CORO1C CXCL8 DPM2 EEF1AKMT4 EIF2S1 GAPDH GEMIN2 GMFB GPN3 GSS HAUS2 HES2 HILPDA HOMER1 IGF2BP2 KCTD11 KRT17 LDHA LDLR METTL22 MIF MNAT1 MRGBP MRPL14 MRPS17 MTX1 NDRG1 NDUFA4L2 NME1 NTMT1 NUDT15 P4HA1 PAWR PDZD11 PEDS1 PFKFB4 PGAM1 PGF PGK1 PLAU PLEKHG3 PPARD PPP4R1 PSMA7 PSMB7 PSMD2 PTGFRN PVR PYGL RAN RHOC RNF24 RNPS1 RUVBL2 S100A10 S100A3 SLC16A1 SLC2A1 SLC6A8 SLCO1B3 SLIRP SNX24 TANC2 TEAD4 TFAP2C TIMM23 TMEM30B TMTC3 TNS4 TPBG TPD52L2 TPI1 TRMT5 TUBB4B VAPB VEGFA VEZT XPO5 WINZEN_DEGRADED_VIA_KHSRP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WINZEN_DEGRADED_VIA_KHSRP ADRB2 AMOTL2 ANKRA2 ARL14 B3GNT2 BDNF BMP2 CAV2 CCDC68 CCL20 CCN1 CCN2 CLDN12 CMKLR2 CPEB4 CSF2 CTSL CXCL10 CXCL11 CXCL2 CXCL3 CXCL8 CYP24A1 CYP26B1 DKK1 DNAJB5 DPY19L1P1 DUSP5 DUSP6 EDN1 EDN2 ELOVL4 EREG ERRFI1 F11R F3 FMN2 FRY FST GDF15 GEM GPR183 GREM1 HAS2 HBEGF ID2 IFIT1 IFIT2 IL23A IL6 INHBA IRS1 ITGA6 JAG1 LMO2 MUC13 NFKBIZ NR4A2 NTN4 PAPPA PDGFA PDGFC PKIA PLAUR PMAIP1 PPP1R3C PTGER4 PTGFR PTGS2 PTHLH RHEBL1 RNF144B SCG5 SCHIP1 SDC2 SDC4 SELE SERPINE2 SERPINI1 SHC4 SLC4A4 SLITRK6 SMPDL3A SPINK1 SPRY2 SPRY4 STK38L STYK1 TFAP2C TGFA TGFBR3 TMC7 TNF TRIM6 TRPC1 TSLP YPEL5 YRDC ZFAND6 ZFP36 WONG_ADULT_TISSUE_STEM_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_ADULT_TISSUE_STEM_MODULE ABCA1 ABCB1 ABCC1 ABCG1 ABCG2 ABHD8 ABL1 ACOT1 ACOX1 ACTN1 ACTR3B ADAMTS1 ADARB1 ADCY6 ADCY9 ADGRA3 ADGRD1 ADGRE1 ADGRE5 ADGRG1 ADGRL4 ADM ADRB2 AFF4 AGTR2 AHRR AK1 AKTIP ALCAM ALDOC AMPD3 ANK3 ANKH ANTXR2 AOC3 APOBR APOE APP ARHGAP32 ARHGAP35 ARHGAP4 ARHGAP6 ARHGEF10 ARHGEF5 ARL3 ARMCX2 ARMCX4 ARPC1B ASAH2 ASH1L ASTN1 ATF3 ATP2A2 B2M BACH1 BAG3 BARX2 BASP1 BDNF BEX2 BEX4 BGN BHLHE40 BTG2 BTG3 C11orf54 C1QTNF12 C1R CACNA2D1 CACNA2D2 CADM1 CALD1 CAMK2B CAND2 CAPN2 CAPRIN2 CASP12 CASP4 CASQ2 CAV1 CAVIN2 CAVIN3 CBFA2T3 CBR3 CBX4 CCL11 CCL27 CCL3 CCL5 CCL7 CCN1 CCN2 CCND1 CD1D CD200 CD209 CD244 CD27 CD34 CD40 CD59 CDH2 CDKN1A CDKN1C CEBPB CEBPD CELSR3 CEROX1 CERS4 CHRNB1 CIDEA CILK1 CISH CITED2 CLCA3P CLEC7A CLIC4 CLK1 CMTM8 CNN2 CNN3 CNTN1 COL11A1 COL18A1 COL1A1 COL4A1 COL4A2 COL6A1 COL9A3 COMT CPHXL CPQ CR2 CREBRF CRIM1 CRIP1 CRYBG1 CSF2 CSF2RA CTSF CTSZ CXCL12 CXCL14 CXCL3 CXXC5 CYP1B1 CYP2J2 CYP4V2 CYP7B1 DAB2 DAB2IP DAPK2 DAPP1 DBNDD2 DBP DCUN1D1 DDIT3 DDIT4 DGKA DGKG DIP2C DKK3 DLC1 DLG3 DMD DNAI4 DNAJB2 DNAJB4 DNAJB9 DNMT3B DNTT DOCK7 DPT DST DTD1 DUSP1 DUSP2 DUSP4 DUSP8 DYNLL2 EBI3 EFNB2 EGR2 EHF EIF1 ELL2 ELOVL5 ELOVL6 EMB EMP1 ENAH ENG ENTPD1 EPB41L4B EPHA5 EPHA7 EPHB3 EPS8 ERRFI1 ESAM ESYT3 ETNK1 ETS2 EVL EYA2 F2R F2RL3 F3 FBLN2 FERMT2 FGF1 FGF17 FHL1 FKBP7 FKBP9 FLNB FLOT1 FLT3 FN1 FNTB FOS FOSB FOXA1 FOXA3 FOXC1 FOXN1 FOXP1 FOXQ1 FRMD6 FSTL1 FYN FZD2 GABARAPL1 GABBR1 GABRA3 GABRG1 GABRR1 GADD45G GATA2 GATA3 GATM GBP2 GCAT GCH1 GEM GJA1 GJC3 GKAP1 GLIS2 GLRA3 GLUL GNAQ GNB5 GNGT2 GNRHR GPR65 GPRC5B GPX7 GREM1 GRIA2 GRIA3 GRID1 GRIK1 GSTK1 GSX1 HBEGF HCAR2 HDAC11 HLA-DMA HLF HLX HMG20A HNF4A HOMER2 HOXA10 HOXA2 HOXA3 HOXA5 HOXA9 HOXC4 HPGD HSPA1A HSPA1B HSPA2 HSPB8 HTR2C HTRA1 ICAM1 ID1 ID2 ID4 IER2 IER3 IFI16 IFI44 IFIH1 IFIT1B IFITM3 IFNG IFNGR1 IGF2R IGFBP3 IGFBP5 IGFBP7 IGSF10 IL10RB IL11RA IL15 IL18 IL18R1 IL1B IL1R1 IL2RA IL6 IMPACT INHBB INVS IRF6 IRF7 IRGM ISG15 ITGAE ITGB5 ITIH5 ITM2A ITM2C ITSN1 JAK1 JUN JUNB JUND KAZALD1 KCNA1 KCNA2 KCND2 KCNK2 KCNMA1 KDELR3 KHDRBS3 KIT KITLG KLF10 KLF2 KLF4 KLF6 KLF9 KLK8 KLRB1 KLRG1 KMT2A KMT2E KRBA1 KRT6A KTN1 L1CAM LAMA2 LAMB1 LAMC1 LARGE1 LATS2 LGALS1 LGALS3BP LGALSL LGR5 LHFPL6 LILRB3 LIMCH1 LMO2 LPAR3 LPIN1 LPP LRP4 LRRC8A LRRFIP1 LSM14B LSP1 LST1 LTB LTBP1 LTBP2 LTBP3 LY75 LYSMD3 MACF1 MAGED1 MAGI2 MAN1A1 MAP7 MARCKS MARCKSL1 MATN2 MCOLN2 MDFIC MEDAG MEF2A MEIS1 MFGE8 MFNG MGST1 MITF MLLT3 MMP17 MOXD1 MPDZ MPL MPRIP MPZL1 MRPL52 MSI2 MSN MUC13 MUC4 MYADM MYCN MYH3 MYL9 MYLK MYO1B MYO5C MYOC NAB2 NACC2 NAP1L3 NAV1 NBEA NBEAL2 NCAM1 NCAM2 NCKAP1 NCR1 NDN NDRG1 NDRG2 NEDD9 NFIB NFIX NFKBIA NFKBIZ NICN1 NID1 NID2 NIPSNAP1 NKX2-3 NKX3-1 NPTXR NPY2R NR2F1 NR4A1 NR4A2 NR5A1 NRCAM NREP NRIP1 NRK NSG2 NUPR1 OSBPL1A P2RX4 P2RY14 P3H3 P3H4 PACSIN1 PADI4 PAIP2B PAQR7 PATJ PBX1 PBX3 PBXIP1 PCDHB15 PCK2 PCLO PCP4L1 PDE2A PDE8A PDGFA PDLIM2 PDLIM3 PDRG1 PEG3 PER1 PEX11A PFN2 PGAP4 PGLYRP2 PHC1 PHF13 PHLDA1 PHLDA2 PHLDB2 PHLPP1 PHTF2 PIGR PIK3C2G PKD2 PKIA PLEK PLEKHA5 PLK2 PLPP1 PLPP3 PLS3 PLXDC2 PLXNA2 PMEPA1 PMP22 PNRC1 POSTN PPFIBP2 PPIC PPP1R13B PPP1R15A PPP1R18 PPP1R9A PRDM5 PRKACB PRKCB PRKCE PRKCQ PROCR PRSS23 PTGER3 PTGER4 PTGS2 PTH PTN PTOV1 PTPN12 PTPN21 PTPRCAP PTPRK PTTG1IP PURA PXDN PYGM RAB11FIP5 RAB20 RAB27A RAB34 RAB38 RABEP1 RAI1 RAI14 RAMP3 RASD1 RASL10A RBP1 RBPMS RC3H2 RCAN2 RCAN3 REEP3 RELB RELN REST RETREG1 RFLNB RGS18 RGS2 RGS4 RGS5 RHOB RHOQ RHOU RIDA RILPL1 ROBO1 RORA RRAD RRAS RRBP1 RYR2 S100A1 S100A13 S100A4 S100A6 SARAF SARDH SASH1 SCD SCG5 SCN1B SDC1 SELP SEMA3E SENP6 SERPINA3 SERPINE1 SERPINF1 SERPINH1 SERTAD1 SESN1 SFRP1 SGCE SH3GLB1 SHANK3 SHFL SIRT3 SKI SLC12A2 SLC1A1 SLC35E4 SLC39A8 SLC3A2 SLC41A1 SLC66A3 SLC6A15 SLC6A6 SLC8A1 SLC9B2 SLCO3A1 SLURP1 SMAD1 SMAD7 SMARCA2 SMOC2 SNX10 SNX30 SOCS2 SOCS3 SORCS2 SORL1 SOX4 SOX6 SPARC SPIC SPON1 SSBP2 STAC STAT4 STBD1 STK10 STK17B STMN3 STXBP1 SYNPO SYT4 SYTL4 TAC1 TAF1D TAGLN TAGLN3 TAL1 TAMALIN TBR1 TBX1 TCEAL9 TCF4 TEK TEKT2 TENM2 TENM3 TES TESK1 TFAP2B TGIF2 TGM2 THA1P THBS1 THBS4 THSD1 TIE1 TIMP3 TINAGL1 TLE1 TMBIM1 TMEM176A TMEM176B TMEM98 TNC TNFAIP6 TNFRSF11B TOB1 TP53BP1 TP53I11 TPD52L1 TPM1 TPST1 TRAF1 TRIB3 TRIM32 TRIM44 TRIM47 TRPC6 TSC22D1 TSPAN4 TSPAN6 TTC28 TTC3 TTPA TUBB6 TXN TXNDC16 UBE2E2 UGDH UNC5C USP2 VCAM1 VDR VLDLR VN1R17P VN1R5 VNN1 VWF YES1 ZBTB20 ZDBF2 ZEB1 ZFP1 ZFP30 ZFP90 ZFPM1 ZKSCAN1 ZMYM4 ZMYM6 ZMYND11 ZNF23 ZNF275 ZNF503 ZNF519 ZNF521 WONG_EMBRYONIC_STEM_CELL_CORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_EMBRYONIC_STEM_CELL_CORE ABCB7 ACAD8 ADH5 ADSL AK4 ALDH7A1 ALDOC AMOTL2 ANP32E APEX1 ATP5PF ATP5PO AURKA AURKB BANF1 BAX BCAT1 BIRC5 BLM BRIX1 BTF3 BUB1 BUB1B BUB3 CBX3 CCNA2 CCNB2 CCNC CCND1 CCND2 CCNF CCT5 CDC20 CDC34 CDC6 CDC7 CDCA3 CDCA5 CDCA7 CDCA8 CDK1 CDK4 CDKN1C CDKN3 CHAF1A CHEK1 CHEK2 CISD1 CKAP2 CKS1B CKS2 CLPP COQ3 COX5B CRABP2 CSE1L CSRP2 CTNNA1 CTSC CYCS DAP3 DARS2 DBF4 DDX18 DEK DHX9 DLAT DLGAP5 DNMT1 DPP3 DTL DTYMK E2F3 EBNA1BP2 ECHS1 EEF1E1 EEF2 EIF2S2 EIF2S3 EIF3A EIF3I EIF3K EIF3L EIF4A1 EIF4B EIF4EBP1 EIF6 ELOVL6 EMC8 ENO1 ERCC6L ERP29 ETFA EXO1 EXOSC7 FAM136A FARSA FBL FDPS FGFR1 FH G3BP1 GARS1 GART GEMIN2 GEMIN6 GJA1 GLDC GLO1 GMNN GNA14 GNL3 GNPDA1 GSPT2 GTSE1 HADH HAT1 HAUS1 HDAC1 HELLS HMGB2 HMGN5 HNRNPA1 HNRNPAB HNRNPK HNRNPL HSPA14 HSPA9 HSPE1 IARS1 IPO9 JPT1 KIF11 KIF20A KIF22 KIF23 KIF4A KPNA2 KPNA6 KRAS LBHD1 LMNB1 LSM10 LSM2 LSM4 LSM5 LYPLA1 MAD2L1 MAIP1 MAPK13 MCM2 MCM3 MCM4 MCM5 MCM7 MID1IP1 MRPL11 MRPL12 MRPL13 MRPL15 MRPL16 MRPL37 MRPL39 MRPL4 MRPS17 MRPS18B MRPS2 MRPS28 MRPS30 MRPS36 MRTO4 MSH2 MTF2 MTHFD2 MYBL2 MYC NAP1L1 NASP NCAPD2 NCAPH NCBP2 NCL NDC80 NDUFA11 NDUFA9 NDUFAB1 NDUFB10 NDUFB7 NDUFB8 NDUFS2 NEK2 NHP2 NIFK NIP7 NIPSNAP1 NLN NME2 NME4 NONO NOP10 NOP2 NT5DC2 NTHL1 NUDCD2 NUP107 NUSAP1 ORC1 OTX2 PA2G4 PABPC1 PARP1 PCNA PDCD2 PDHA1 PDIA4 PDPN PHB1 PHC1 PHF5A PIPOX PLK1 PLK4 POLD1 POLE2 POLR2F POLR3K POP7 PPM1G PPP4C PRDX1 PRIM1 PRIM2 PRMT1 PRMT3 PROM1 PRPS1 PSMA5 PSMA7 PSMB5 PSMB6 PSMD14 PSME3 PUS1 RAB34 RACGAP1 RAD18 RAD23B RCC1 RCC2 RCN2 RFC3 RNPS1 RPA2 RPA3 RPL10A RPL13 RPL22 RPL27A RPP40 RPS12 RPS16 RPS19 RPS23 RPS27 RPS3 RPS5 RPS8 RPSA RRM1 RRM2 RUVBL1 RUVBL2 SARS1 SDHC SDHD SEPHS2 SERPINH1 SET SINHCAF SLC16A1 SLC25A5 SLC2A1 SMC2 SMC4 SNRNP40 SNRPA SNRPA1 SNRPD1 SNX5 SOX2 SPAG5 SQLE SRSF10 SS18 SSB STIP1 STOML2 SUMO1 TCF19 TCF7L1 TCOF1 TEAD2 TERF1 TGIF1 TGIF2 THOC3 TIMM13 TIMM44 TIMM8A TIMM8B TMEFF1 TOP2A TP53 TRIP13 TRIP6 TTK U2AF1 UBE2G1 UBE2V2 UGDH UQCR11 UQCRH UTP18 VBP1 VRK1 WBP11 WDHD1 WDR77 WEE1 XPO1 XRCC5 YAP1 YY1 ZIC3 ZNF22 WONG_ENDMETRIUM_CANCER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_ENDMETRIUM_CANCER_DN ADAMTS5 ADGRD1 ALDH1A2 ATP8A2 CD248 CNRIP1 COL3A1 COX7A1 CRISPLD2 CTSW DCN DPP6 ECM2 EDNRB EFEMP1 EFS EHD2 EMILIN1 F10 FBN1 FBXO32 FLRT2 FOXL2 GAS6 GFRA4 GLT8D2 GNLY HAND2-AS1 HGF HIC1 IGFBP6 JPH4 KIF26A KLRC2 LDB2 LMOD1 LTBP4 MASP1 MICU3 MIR503HG MME NDN NID1 OGN OLFM1 OSR2 P2RY14 PAPPA PARM1 PDGFRA PEG3 PID1 PLEKHH2 PWWP3B RAMP1 RBP7 RIPOR3 RORB RUNX1T1 SCARA5 SFRP4 SIN3B SLC18A2 SLC24A3 SRPX SYNPO2 TBX3 TCEAL7 TMEM132C TNXA TRO TRPC1 TSHZ3 TWIST2 VGLL3 WNT4 WT1 XYLT1 WONG_ENDMETRIUM_CANCER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_ENDMETRIUM_CANCER_UP ALPG BST2 CCL20 CDC20B CXCL17 CXCL5 DKK4 EPPK1 ESPN FOXA1 FOXC1 HP KANK4 KIF1A LCN2 LTF MALSU1 PITX1 S100A2 SAA2 SERPINA3 TFAP2A TFF3 VIL1 ZIC1 WONG_ENDOMETRIAL_CANCER_LATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_ENDOMETRIAL_CANCER_LATE CXCL9 GADD45G GH1 IGHG1 IL23A JCHAIN PTPRC SERPINA3 TENT5C WONG_MITOCHONDRIA_GENE_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_MITOCHONDRIA_GENE_MODULE ABCB6 ACADSB ACAT1 AGMAT AIFM1 AK2 ALDH6A1 ATOX1 ATP13A3 ATP1B1 ATP1B3 ATP5F1B ATP5F1C ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V1B1 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP8A1 AUH BCL2 BOP1 CHDH CKMT1B CLPP COQ3 COX11 COX17 COX18 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A CP CPT1A CRAT CRYZ CRYZL1 CYB5A CYC1 CYP27A1 DAP3 DBT DCTN6 DECR1 DIABLO DLD DUT ECHS1 ECI1 FDXR FH FIBP GATD3 GCAT GCDH GIMAP5 GLUD1 GOT2 GPD2 GPX4 GRPEL2 GSR GSTO1 GSTZ1 HAX1 HCCS HINT2 HMGCS2 HSCB HSD17B10 IDH2 KARS1 LONP1 LRPPRC MAOA MCAT MCCC2 MCEE MIPEP MRPL11 MRPL12 MRPL13 MRPL18 MRPL27 MRPL3 MRPL32 MRPL36 MRPL40 MRPL42 MRPL45 MRPL49 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS28 MRPS30 MRPS33 MRPS36 MTHFD2 MTRR MTX2 NDUFA1 NDUFA10 NDUFA12 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NFS1 NIPSNAP1 NME4 NQO1 NT5M OXCT1 PCCB PCK2 PDHA1 PDHB PDHX PDK3 PDP1 PPIF PRDX5 PTRH2 SCO1 SCO2 SCP2 SDHB SEC61G SFXN2 SFXN5 SLC16A3 SLC16A5 SLC25A1 SLC25A17 SLC25A19 SLC25A22 SLC25A32 SLC25A39 SLC40A1 SLC9A2 SLC9A5 SOD2 SUCLA2 SUCLG1 SURF1 TFAM TIMM10 TIMM13 TIMM17B TIMM23 TIMM8B TOMM40 TOMM7 TOMM70 TRIM45 TSFM TSPO TUFM UNG UQCR10 UQCR11 UQCRB UQCRFS1 UQCRQ VDAC2 VDAC3 WARS2 WONG_PROTEASOME_GENE_MODULE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WONG_PROTEASOME_GENE_MODULE ARIH1 CDC20 CDC34 FBXO21 PSMA1 PSMA4 PSMA5 PSMA7 PSMB10 PSMB2 PSMB3 PSMB4 PSMB6 PSMB8 PSMC3 PSMC5 PSMD1 PSMD10 PSMD12 PSMD14 PSMD3 PSMD8 PSME1 PSME3 SIAH1 SIAH2 SQSTM1 UBA3 UBA6 UBE2C UBE2D2 UBE2G1 UBE2Q2 UBE2R2 UBE2T UBE3A UBR7 UCHL3 USP1 USP10 USP11 USP13 USP14 USP18 USP25 USP32P2 USP39 USP4 USP46 USP8 WOOD_EBV_EBNA1_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOOD_EBV_EBNA1_TARGETS_DN ABCC4 ABCE1 ACAA2 ACTR2 ADAP2 AKAP12 ALCAM C4BPB CALCOCO2 CCN5 CLEC2B DPM3 DYNLT3 EPB41L3 GNAQ GOLGA4 GPNMB IDI1 IL13RA1 INSL4 IPO7 IQGAP1 KDELR2 KIF5B MACF1 MAP7 MEST MFAP5 MYLK NUDT2 P2RY6 PSMB8 PTGS2 RAB13 RGS2 S100A8 S100P SGK1 SLC16A7 SLC27A5 SLC39A6 SPHK1 SPOCK1 TAX1BP1 TGFBI TPM1 TSPAN8 UGP2 WOOD_EBV_EBNA1_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOOD_EBV_EBNA1_TARGETS_UP ABI2 AGPS AKR1C1 AKR1C2 AKR1C3 ALDH3A1 ANXA6 APOBEC3B ARHGDIA ASS1 ATP5MC3 BAG3 C1S C3 CALM3 CCDC6 CD44 CHERP CHN1 CLU CTSC CTSD DGCR2 DNAJB1 DPAGT1 DUSP14 EEF1A2 EIF4G1 EMP2 EPHX1 F8A1 FASN FBLN1 FBN2 FGFR3 FHL1 FZD2 GCLM GLUL GNAS GSTM4 GTF3C3 H1-10 HIRA HNRNPA0 HNRNPA3P1 HOXC10 HOXC6 HSPA1A HSPA1B HSPD1 HSPE1 HYOU1 ICAM1 ID2 IGF2R ILF3 INHBC INPP1 ITGAV LGALS3BP LGR5 MAML1 MAPRE2 MTX2 MYC NAB1 NCKAP1 NEFH NELL2 NFE2L2 NQO1 OPN3 P2RX5 PGD PIR PNMA1 PODXL PRKCSH PRKRA PTBP1 RBPMS S100A4 SCARB1 SERPINH1 SF1 SF3A2 SF3B1 SIX2 SKP2 SLC29A1 SLC29A2 SLCO3A1 SLCO4A1 SORD SPON2 SRRM1 STAT1 TFAP2C TMPRSS3 TRIM16 TUBA1A TUBGCP4 TXNRD1 TYRO3 UBE2E3 UCK2 UGDH WIPF1 ZNF580 WOO_LIVER_CANCER_RECURRENCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOO_LIVER_CANCER_RECURRENCE_DN AASS ACAA1 ACADSB ACOX2 ACSL5 ACY1 ADH1B ADH5 ADH6 ALAS1 ALDH1L1 ALDH3A2 APOC3 APOC4 APOL6 BPHL C4BPA C4BPB CA14 CA5A CAT CPS1 CRAT CRYL1 CSAD CYB5A CYP27A1 CYP2E1 CYP2J2 CYP3A43 CYP4F12 CYP4F2 CYP4F3 DAO DCXR ECHS1 ECI1 EPHX1 EPHX2 FMO4 G6PC1 GCDH GLUD1 GLUL GOT2 GPT HGD HNF4A HPD HSD17B4 LDLR MASP2 MAT1A MTTP NHEJ1 PAH PAOX PC PCK2 PCTP PCYT2 PEMT PIPOX PLIN1 PLPP3 POR PPARA QDPR SARDH SERPING1 SLC25A15 SLC2A2 SLC2A9 SLC35A2 SULT1B1 SULT2A1 SUOX TTPA WOO_LIVER_CANCER_RECURRENCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOO_LIVER_CANCER_RECURRENCE_UP ALDOA ANOS1 ARHGAP4 ARHGEF2 BCL2 BHLHE41 CCL2 CCN2 CCND2 CCND3 CCNI CD24P2 COL11A1 COL1A1 COL1A2 COL6A3 COL9A2 CRIP1 CRYAB CSGALNACT1 CXCL1 CXCL6 CXCL8 DAB2 DBN1 DDIT3 DDR1 DPYSL2 DPYSL3 DUSP4 E2F3 EFHC1 ENO2 ENPP2 EPHA3 EVL EXT1 FGD6 FGFR1 FGFR2 FLNA FZD1 GAS7 GEM GPC4 HK2 HKDC1 HMGA1 IGFBP3 JAG1 JAG2 LAMA4 LAMA5 LAMP3 LOX LPCAT1 MAB21L2 MAPK12 MARCKS MEF2C MGP MICAL1 MYO6 NOTCH2 PDGFA PFKM PFKP PFN2 PKM PLAGL1 PLAU PLAUR PLCE1 PMP22 POSTN PPT1 PTMA QSOX1 RGS1 RGS10 RGS2 RHOF S100A6 SEMA3C SEMA6A SGCB SLIT2 SOCS1 SOX9 TACSTD2 TEAD4 TGFB1 TGFB2 TLK2 TMSB10 TNFRSF25 TPBG TPM2 TPM4 TREM2 TSPAN3 UBR5 VEGFB ZEB2 ZNF354A WORSCHECH_TUMOR_EVASION_AND_TOLEROGENICITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WORSCHECH_TUMOR_EVASION_AND_TOLEROGENICITY_DN BAK1 IFNGR1 IL10 IL10RB IL1R2 IRF1 IRF3 IRF6 LSP1 SOCS1 SOCS3 TANK TLR6 TOR1AIP2 WORSCHECH_TUMOR_EVASION_AND_TOLEROGENICITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WORSCHECH_TUMOR_EVASION_AND_TOLEROGENICITY_UP BLNK BOK CCL23 CCL4 CCR7 CX3CL1 CXCL10 CXCL9 IFNAR1 IFNB1 IFRD1 IL12B IL13 IL17D IL23R IL2RG IL4 IL4I1 IL6 IL7R IL9 IRF7 IRGM LCP2 LY6D NFKB1 PIAS2 PIAS3 STAT4 VPREB3 XCL1 WORSCHECH_TUMOR_REJECTION_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WORSCHECH_TUMOR_REJECTION_DN BCAP31 BTLA ELP1 ILF3 IRAK1BP1 IRF2BP1 LY6E TIAM2 TNFAIP1 TNFRSF12A WORSCHECH_TUMOR_REJECTION_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WORSCHECH_TUMOR_REJECTION_UP ACKR1 ALCAM BCL2A1 CCL1 CCL11 CCL15 CCL22 CCL23 CCL4 CCL5 CCL8 CCR10 CCRL2 CKLF CLEC10A CXCL11 CXCL3 EBF4 FASLG GZMB IFI16 IFI27 IFIT1B IFITM1 IFNA4 IFNG IL17F IL17RB IL1A IL1B IL1RAP IL23R IL2RG IL31 IL36G IL4I1 IL5 IL7 IL7R IRF4 IRF6 ITK JCHAIN KLRD1 LCK LILRB4 MSR1 NFAT5 NFKBIZ NKIRAS2 NKRF STAT2 STAT6 TAGAP TCL1B TLR4 TLR6 TLX1 TNFRSF1B TNFRSF4 TNFSF11 WOTTON_RUNX_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOTTON_RUNX_TARGETS_DN ADD3 ALCAM CDH26 CEBPD EGLN3 ENO2 ERRFI1 FDX1 FNDC3A GAS2 ID2 ID3 KITLG MSLN NR3C1 PDE8B PLOD2 PRRX1 PXYLP1 RAMP3 RGS2 RNF144A SGPP1 SIPA1L2 SIX1 TENM4 TOB2 VIP XDH WOTTON_RUNX_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WOTTON_RUNX_TARGETS_UP ANGPTL4 CCL7 CDK18 CYP1B1 GPR15LG ITGB5 KHK LY6E MASP1 NCAM1 RDH10 RGCC RNF19B SERTAD4 SLC40A1 ST3GAL5 TIMP4 TMEM268 UGCG WWP2 WUNDER_INFLAMMATORY_RESPONSE_AND_CHOLESTEROL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WUNDER_INFLAMMATORY_RESPONSE_AND_CHOLESTEROL_DN ACTA1 ADIPOQ ALB CDKN1C CXCL9 CYP2E1 HLA-A HLA-DQA1 IGKC IGKV2D-30 JCHAIN MPEG1 SERPINA1 WUNDER_INFLAMMATORY_RESPONSE_AND_CHOLESTEROL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WUNDER_INFLAMMATORY_RESPONSE_AND_CHOLESTEROL_UP AIF1 AMBP ARG2 B2M BST2 CASP1 CASP7 CCL5 CCL8 CD14 CD74 CELA1 CMPK2 CTRB2 CTSC CTSS CXCL6 DEFA1 DEFA5 DMBT1 DUSP28 ERO1A FLOT1 GAST GATM GBP2 GBP6 GK HLA-A HLA-B HLA-DMA HLA-DMB HLA-DQA1 HLA-DQB1 HLA-DRB5 HLA-E IFI44 KLK1 KRT16 LY75 LYN MPEG1 MUC17 NFKBIZ PDIA4 PLAC8 PSMB10 PSMB8 PSMB9 PSME2 SERPINA1 SERPINI2 SLC16A1 SLC40A1 SOCS1 SP110 STAT1 TAP2 TFF3 TFRC TLR2 UBA7 UGT2B28 UPP1 WU_ALZHEIMER_DISEASE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_ALZHEIMER_DISEASE_DN ADAMTS2 ADIRF ANK3 CD2BP2 CDK10 DEFB4A EIF2S3 ELN FADS2 HSPA2 IFITM1 MAF NR4A2 NUPR1 PDE1A PDE1B PLEC REM1 RPL37A WU_ALZHEIMER_DISEASE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_ALZHEIMER_DISEASE_UP ABTB2 ADGRB2 APEX2 CBFA2T3 CYP11B1 ENTPD1 FKBP1A FOXO4 H2AC7 NRG1 PCDH9 PSPHP1 STEAP2-AS1 TGM2 WU_APOPTOSIS_BY_CDKN1A_NOT_VIA_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_APOPTOSIS_BY_CDKN1A_NOT_VIA_TP53 AIMP1 CCN1 CDC6 CENPF F9 HSPA1B MYBL2 SMPD4 SPAG5 VEZT ZNF629 WU_APOPTOSIS_BY_CDKN1A_VIA_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_APOPTOSIS_BY_CDKN1A_VIA_TP53 ANLN ASPM ATAD2 AURKA AURKB BIRC2 BUB1 CCN1 CCNB1 CDC25B CDK1 CDKN1A CEP55 DLGAP5 EXO1 FANCI FAT2 HMGB1P5 HMGB2 HNRNPA2B1 KNTC1 MCM2 MCM3 MCM4 MCM6 MIS18BP1 MKI67 NCAPD3 NCAPG NPM1 P4HA1 PARP2 PBK PRC1 RACGAP1 RRM1 SERPINI2 SMC2 SPDL1 TCN2 TPX2 TRIM44 TTK TUBA1A TUBB3 TUBB4A TYMS UBE2C UBE2T VEGFA WDHD1 ZBTB5 ZNF84 WU_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_CELL_MIGRATION ADAMTS1 ADIRF AGR2 AHNAK2 AKAP12 AKR1C1 AKR1C3 ANXA8 AQP3 ARHGAP29 ARHGDIB ARID5B ARL4C ASAH1 AXL BICC1 BST2 CAPG CCN1 CD24 CD55 CDA CDH1 CDH3 CHST15 CLDN4 CLDN7 CLU COL18A1 COL4A1 COL4A2 COL6A2 CRYBG1 CST6 CSTB CTSH CXADR CXCL1 DAPK1 DCBLD2 DKK3 DSE DTX4 DYNLT3 EEF1A2 EFEMP1 EFNB2 EHF EMP3 EPAS1 EPB41L2 EPCAM EPS8 ERAP2 ESRP1 F2RL1 FABP5 FBLN1 FGF2 FKBP11 FN1 FOSL1 FXYD3 FYN GALNT1 GALNT14 GALNT3 GATA3 GJA1 GJB3 GLIPR1 GLUL GNG11 GPR87 GRAMD2B GSTM3 H2BC12L HMGA2 IGF2BP2 IGFBP3 IGFBP6 IGFBP7 IL1A ITGB4 JAG1 JUP KCNK1 KLF5 KRT17 KRT18 KRT19 KRT7 KYNU LAD1 LAMA3 LGALS3 LIMA1 LIMCH1 LOXL2 LPAR1 MAGEA3 MAOA MAP1B MAPK13 MEST MSN MT1E MT1F MT1G MT1H MT1X MT2A MTUS1 NEDD9 NMU NNMT NR2F2 OLR1 PALM2AKAP2 PDGFC PERP PIR PKP3 PLAC8 PLAGL1 PLIN2 PODXL PPL PTGER4 PTGES PTGS2 RAB25 RAB31 RAC2 RBPMS RGS20 RHOBTB3 RNF128 S100A14 S100A2 S100A4 S100A6 S100P SACS SCNN1A SERPINE1 SFN SH3YL1 SIRPA SLC27A2 SLPI SMURF2 SNAI2 SOX9 SPINT1 SQOR SRGN ST14 TACSTD2 TFPI2 TGFBI TGM2 THBS1 TIMP3 TM4SF1 TMEM30B TNFAIP2 TNFRSF21 TPM2 TRIM29 TSPAN13 TSPAN4 TUBA4A TUBB6 TXNIP UGCG UGT1A10 VCAN VGLL1 VIM WNT5A WWTR1 ZNF22 WU_HBX_TARGETS_1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_1_DN ANPEP BCL2L1 CDC42BPA CSNK1G2 EIF2AK2 HSPA1L IGHV5-78 KLF6 MADCAM1 MAP2K3 MAP3K1 NCOA3 PDS5B PPP5C PRKCD PRKCI PTPN14 RAB5C RYBP STK25 TGFB1 TGFB2 YWHAE WU_HBX_TARGETS_1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_1_UP ACP2 ADGRE3 ATP5PF CASP4 CCNG1 CDKN3 CXCL1 FAS GLRX HMGB2 IGKC IL6 MMP1 PMAIP1 SLC25A5 UCK2 WU_HBX_TARGETS_2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_2_DN ACP2 EIF2AK2 IGHV5-78 IGKC IL6 KLF6 MADCAM1 MAP3K1 MMP1 NCOA3 PMAIP1 PRKCD PRKCI PTPN14 RYBP TGFB1 WU_HBX_TARGETS_2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_2_UP ADGRE3 ANPEP ATP5PF BCL2L1 CASP4 CCNG1 CDC42BPA CDKN3 CSNK1G2 CXCL1 FAS GLRX HMGB2 HSPA1L MAP2K3 PDS5B PPP5C RAB5C SLC25A5 STK25 TGFB2 UCK2 YWHAE WU_HBX_TARGETS_3_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_3_DN EBI3 GAS6 GLG1 GSTA4 GSTM4 GSTM5 IL6 MAP2K2 PAK1 PMAIP1 TGFB1 TP53 WT1 WU_HBX_TARGETS_3_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_HBX_TARGETS_3_UP CASP4 CCNI CDK4 CDKN3 DAD1 FAS GSTM2 IFITM1 IFNAR2 MFNG MYB MYC PDCD2 SLC2A5 TFAP4 TWF1 TYMS VCL WU_SILENCED_BY_METHYLATION_IN_BLADDER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WU_SILENCED_BY_METHYLATION_IN_BLADDER_CANCER ANPEP CES2 CLIC2 CNN1 COBL COL5A2 COL6A3 CPE CX3CR1 DPT ERBB3 ETV1 FCGRT FGL2 FMO5 GATM GCHFR GUCY1A1 HBB HLA-DQB1 IGF1 ITGB2 JCHAIN KLF4 KLRC2 LAMA2 LMO2 LRIG1 MIR22HG MITF MYH11 NR4A1 NR4A3 PEG3 PLAAT4 PLEK PRKCD PROM1 PTGER3 PTPRC PTX3 PXDN SCRG1 SELENOP SLC4A4 SPINK1 TGFBR3 TSPAN8 UBL3 USH1C VCAN ZCCHC24 XIE_LT_HSC_S1PR3_OE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XIE_LT_HSC_S1PR3_OE_UP A2M ABCB4 AKAP12 AREG ARHGAP6 CA2 CD36 CD38 CPA3 CST7 CTTN ETV4 GAD1 IL1RAP LEF1 LPAR5 MICAL2 NID1 NR4A2 NTRK1 PCDH9 PDE4A RGCC STRIP2 TBC1D4 TGM2 TMEM121B VCAN ZFP36L1 XIE_ST_HSC_S1PR3_OE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XIE_ST_HSC_S1PR3_OE_DN ADD2 AHSP CA1 CHST2 DHRS9 DPP4 FAM178B FGFR4 GAL GYPA GYPB GYPE HBG1 HBG2 IGFBP5 NFIA OSBP2 PKLR PLXNA2 PNMT SELENBP1 TFR2 TRIB2 XIE_ST_HSC_S1PR3_OE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XIE_ST_HSC_S1PR3_OE_UP ABCA1 ABCC3 ABHD4 ADAM12 AFAP1 AK5 ALOX12 ANGPTL6 ANKRD45 ARAP3 ARHGAP20 ASAP2 ATP8A2 AVPR1A BAMBI BATF2 BCAR1 BCL2A1 BLK BMF BST2 C1orf116 CAV2 CCL4 CCL5 CD276 CD52 CD69 CDCP1 CELA2B CLDN16 CMKLR1 COL6A3 CPHL1P CPXM2 CR1L CSMD3 CXCL10 CXCL11 CYP1B1 DAB2 DAPP1 DDX60 DDX60L DGKI DHX58 DTX3L EGR3 EIF2AK2 EPHA2 EPSTI1 FBXO6 FCMR FOXC2 FRZB GATA3 GBP1 GBP2 GBP5 GGTA1 GJA5 GPR142 GPRC5C GSN H1-0 H2AC6 HBEGF HDAC9 HELZ2 HERC5 HERC6 HES4 HEY1 HMCN1 HPGD HPSE HSPB1 ID2 IFI27 IFI35 IFI44 IFI44L IFI6 IFIH1 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM3 IFNB1 IL1RN IL24 IL2RB IRAK2 IRF7 IRF9 ISG15 ISG20 KALRN KCNA3 KDR KLHDC8A KRT79 LAMP3 LAX1 LCK LGALS3BP LINC02454 LINC03088 LRRC77P LY6E MAP2 MOXD1 MTUS1 MX1 MX2 MYL9 NCOA7 NEDD9 OAS1 OAS2 OAS3 OASL OCSTAMP PARP10 PARP12 PARP9 PDE3A PDE9A PDLIM4 PITPNC1 PKDCC PLEK PLPP1 PLSCR1 PPP1R16B PROS1 PRR5L PTGER1 PTGER4 RAB27B RAMP1 RDH10 RELB RGS1 RGS13 RIGI RNF213 ROR1 RSAD2 RTP4 RYR2 SAMD9 SAMD9L SELP SEPTIN5 SERPINE1 SERPINI1 SHFL SHISA5 SIGLEC9 SLC7A7 SLFN14 SLFN5 SMAD6 SNPH SP110 SPATS2L SPINK4 SPP1 SPRY4 STAT1 SUCNR1 TDRD7 TMEM221 TMIGD3 TNFSF18 TRIM25 TTC24 TUBAL3 UBASH3B USP18 VCL VWA5A WNT11 XAF1 XIRP1 ZNF683 XU_AKT1_TARGETS_48HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_AKT1_TARGETS_48HR B3GALNT1 BRCA1 CTAGE1 IFI6 MAP2K5 PLXDC1 RARB SEC24D TRPC3 XU_AKT1_TARGETS_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_AKT1_TARGETS_6HR ABI1 BRCA1 CDC5L ERBIN ERF HERC5 HNRNPH1 IFI6 IFIH1 IFIT1 IFIT3 IFITM2 INHBC IRF7 ISG15 LYST MAP2K5 MX1 OAS3 PLSCR1 PRKAR1A SGK2 SOAT1 TAT TCTN2 U2AF2 UBBP1 XU_CREBBP_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_CREBBP_TARGETS_DN ADAR ADGRE5 ALDH1A3 ANKRD17 ANP32A ARF6 ARHGEF2 ATP1A1 CASP9 CCR6 CCR7 CHTF8 CIITA COTL1 CYTH1 DIAPH1 EPHA4 ERCC2 ETS1 FCER2 GABRG3 GSN HSD11B1 ID3 IGHV1-18 IGHV1-58 IGHV3-66 KRTAP8-1 LTA NR1H2 NUCB2 PER2 RAB14 RELB TBC1D10A TGFB1 TPR USE1 ZNF444 ZNF574 XU_CREBBP_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_CREBBP_TARGETS_UP ADSL GBP7 GNL3 HLTF HMOX1 LDAF1 LGMN LMBR1L LRG1 LRRN1 MCM2 NME4 NVL PPAN PRMT1 PROM1 RAD1 RCN1 RRP1B S100A6 THA1P XPOT XU_GH1_AUTOCRINE_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_GH1_AUTOCRINE_TARGETS_DN ADCY1 ADIPOR2 AGR2 ARID5B ARMH3 ARMT1 B4GALT1 BAMBI CA2 CACNG4 CD44 CDC42BPA CHD6 CIT CMTR2 COL12A1 COQ4 CTNND2 CUX1 DBN1 DDX39A DNAJC1 DSCAM DYRK1B EEIG1 EFNA5 EFNB2 EIF5 ELOVL2 ESPN EXOC3 GDAP1 GDF3 GP9 GPR180 GPX4 GSTM3 HOOK1 HPSE HSPA1B HSPH1 IGFBP4 IL36RN IPO7 ISOC1 JAK1 KCNK2 KDM5B KRT80 LAMA5 LXN MAGED2 MAP3K1 MCF2L MCPH1 MPRIP MUC3A NAALADL2 NAT1 NBEA NDUFB8 NETO2 NFYC NIBAN2 NLN NPHS2 NR2F2 NRCAM NUMA1 NUP50 OLFM1 PCCB PCLAF PIK3CA PLAAT3 PLK2 PMEPA1 PODXL POMT1 PPIP5K2 PREX1 PRLR PTBP3 PTPN3 PTPRK PUS7 PWAR1 PXDN RAB31 RAMP1 RBFOX1 RBM7 RBPMS REL RELN RETREG1 RHOQ RPL37 RPS6KB1 RSL1D1 SBK1 SCGB2A1 SDHA SEMA3C SERPINA5 SETD2 SLC22A23 SLC38A1 SLC39A10 SLK SNORD62A ST3GAL2 SULF1 SULF2 TGIF2 THBS1 TIMP3 TJP1 TMEM164 TMSB4X TNFRSF4 TNNT3 TPM1 TSPYL5 UBL3 UGDH ULK1 UNC5C XIST ZNF138 ZNF217 XU_GH1_AUTOCRINE_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_GH1_AUTOCRINE_TARGETS_UP ABCA12 ABHD4 ADAM29 ADRB1 AGA ALCAM ANKRD46 APRT ARHGAP31 ATP5MG ATP5PF AXL BLVRB BMP7 BSG BVES-AS1 C14orf132 C1orf226 CALHM6 CAPN15 CBX1 CDAN1 CDH18 CENPJ CFL2 CHCHD2 CHST7 CLDN2 CLEC7A CNTNAP1 CPE CPNE6 CRHR2 CRTC3 CSRNP1 CSRNP3 CTAGE1 CXCR4 CYBRD1 CYLD DBF4 DNAI7 DOCK2 DRD5 DSCR8 ECI2 EDC3 ELAPOR1 ENTPD2 EPOR FAM110B FNDC8 G3BP1 GABRA4 GASK1B GGH GML GNG3 GNPAT GPR12 GRINA H2AZ1 H2BC13 HACD2 HAND1 HCN1 HECW2-AS1 HERC5 HOXB9 HOXC10 HPF1 HTR1A HYDIN HYMAI ID1 ID3 IGSF9B INSM1 IRAG1 KCNMB2-AS1 LAMA3 LDAH LGALS1 LGR5 LINC00837 LINC00923 LINC00954 LINC01150 LINC02535 LINC02555 LRRN2 MBNL1-AS1 MOB3B MOGAT2 MRPL28 MTHFD2L MUC5B MYDGF MYL12A MYOD1 NAA15 NABP1 NDUFA1 NIBAN1 NOS1 NOX5 NUDT21 OAT OLFML3 OMD OR10H1 OR4D1 OR7E19P OR8G2P P2RX4 PAX4 PHC2 PHF21A PHGDH PIR PITX3 PLBD1 PLP2 PPA1 PPA2 PPBPP2 PPM1J PPM1K PRC1 PRDX1 PRM1 PRRT1 PSMB2 PTGR1 RABGEF1P1 RBPJL RCAN1 RIMS1 RIMS2 RNF220 RNF39 ROR1 RPL36 RPL8 RPS6KA3 SARS1 SATB1 SC5D SCRG1 SELENOP SEMA5A SFXN5 SGCE SH3KBP1 SLC25A4 SLC25A6 SLC26A2 SLC43A1 SLCO3A1 SMR3B SNCG SOD1 SOX21 SPARCL1 SPATA7 SPATS2L SPEF2 SPIB SPINK7 SSR4 ST6GALNAC3 STEAP1 STMN2 TAAR3P TBP TECTA TFF1 TFF3 TLE2 TLE5 TM6SF2 TMEM212 TMEM92-AS1 TOM1L2 TRAPPC11 TRH TRPC2 TRPM2 UFSP2 UGT8 UQCR11 UQCRQ USP45 VWA7 XBP1 YAF2 ZBTB20 ZEB2 ZFY ZNF770 ZNF827 XU_GH1_EXOGENOUS_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_GH1_EXOGENOUS_TARGETS_DN ACADL ADPRH APOBEC2 APOM ARSF BMP2 BMP8B C6orf15 CA6 CACNA1C CARD18 CBX1 CDC14A CEP192 CES2 CES3 CFAP107 CPB1 CPS1 CYB5A CYP4F3 DBF4 DNAJC1 ECPAS ELAVL4 ERCC4 ESRRG FAM135A FANCM FOXO4 GAD2 GALNT9 GBX2 GLRX GPLD1 GPR171 GPR180 H2BC12 HMGB2 HPSE HS3ST1 INTS6 ITGB3 KCNAB2 LBX1 LUZP4 MAN1C1 MED12L METTL5 MINDY2 MITF MUC3A NACAD NDUFB9 NDUFS3 NOX3 NRTN OAS2 OXCT2 PDCD1LG2 PFKFB4 PHOX2B PIK3C2A PLCXD1 PLG PMCH PPEF2 PPP1R2C PPP1R3A PRDX3 PURG PYGM RASGRF2 RFPL1 RNF144A SCGB2A1 SGK1 SLC12A1 SLC23A1 SLC23A2 SLC2A8 SLC35B3 SLC4A7 SMARCA1 SNAI2 SNAP91 SOX1 SP4 SPRY2 SYNPO2 TAF2 TANGO6 TCP1 TFDP3 TFEC TMC6 UBXN8 USP2 WFS1 ZFP2 ZNF19 ZNF419 ZNF473 ZNF616 ZNF654 XU_GH1_EXOGENOUS_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_GH1_EXOGENOUS_TARGETS_UP ANGPTL1 BVES-AS1 C2orf72 CA7 CASQ2 CDAN1 CDC34 CENPT CRHR2 CTAGE1 DRD5 EFCAB6 EPB42 EPHB2 EPOR GABRA4 GRK5 GRM6 HAND1 HYMAI LGR5 LINC01150 LINC01587 MOGAT2 MS4A6A NHLH1 NKAIN1 NOS1 NXPE4 OR10H1 OR4D1 OR9A1P PCLO POU2F2 PPBPP2 PRLHR PRRT1 RABGEF1P1 RSPH14 S1PR2 SERPINA1 SFXN5 SLC26A6 SLCO3A1 SMR3B SOS2 SPARCL1 SPATA7 ST6GALNAC3 STATH SYT5 TAGAP TMEM92-AS1 TNFRSF11A TSHB ZNF668 XU_HGF_SIGNALING_NOT_VIA_AKT1_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_SIGNALING_NOT_VIA_AKT1_48HR_DN CD248 CENPF DLGAP5 FXYD2 GTSE1 H2BC21 HMMR IGFBP7 KIF20A LUC7L3 MAD2L1 PLK1 PPM1B SCD5 SPP1 SRSF3 SRSF7 VPS41 WTAP XU_HGF_SIGNALING_NOT_VIA_AKT1_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_SIGNALING_NOT_VIA_AKT1_48HR_UP AKAP12 ARG2 ASNS CARS1 CCL20 CD44 CDCP1 CDK17 ECE1 ERCC1 FHL1 FYN GRK5 HMGA1 HMOX1 HPCAL1 ISG20 ITPKA ITPR3 LTB MACF1 MAP4K2 MMP1 PCK2 PHLDA1 PLAU PPP1R1A RIN2 SLC4A7 ST6GALNAC4 STC1 SUSD6 TIMP1 UAP1 UPP1 XU_HGF_SIGNALING_NOT_VIA_AKT1_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_SIGNALING_NOT_VIA_AKT1_6HR ANGPTL4 ASAP2 CD44 DNMBP EHD1 ERCC1 HBEGF HPCAL1 IL6ST JUN LSR LSS MAMLD1 NAV3 PFKFB3 PHLDA2 PLAU PLAUR PRSS22 PXN SAT1 SMTN SMURF2 TNFRSF10B UPP1 XU_HGF_TARGETS_INDUCED_BY_AKT1_48HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_INDUCED_BY_AKT1_48HR_DN CARMIL1 CCNL1 CDCA3 CENPA CXCL12 F7 FTH1P5 GOLGA8A GSX1 HMMR KIAA0586 KIF14 KIF23 MCOLN3 NFYB PRPF4B RSRP1 SMC4 SNCA SPC25 SUGP2 TXN ZNF268 XU_HGF_TARGETS_INDUCED_BY_AKT1_48HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_INDUCED_BY_AKT1_48HR_UP AMPD3 ECM1 EPHB2 F2RL1 FOXD1 LTBP2 MMP10 PLAUR SPSB1 TGM2 THEMIS2 TNIP1 WNT4 XU_HGF_TARGETS_INDUCED_BY_AKT1_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_INDUCED_BY_AKT1_6HR CCN1 ERBIN EREG IFI6 IFIT1 IRF7 ISG15 LSM5 MARCHF6 MX1 OAS3 PLA2G6 PLAUR PLSCR1 SLC9A1 THBS1 TRMT2B TSC22D2 ZEB1 XU_HGF_TARGETS_REPRESSED_BY_AKT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_REPRESSED_BY_AKT1_DN A1CF ABCA1 ACRV1 ADAM21 ADAMTS9 ATN1 ATP6V1D BRCA1 CASP1 CD53 CD80 CDH10 CIDEC CLDN10 CTXND1 CYLC1 CYLC2 CYP1A2 CYP2A6 CYP2C9 DLEU2 DMWD DRD2 DTX2P1-UPK3BP1-PMS2P11 ENGASE FAXDC2 FCER1G FMO4 FMOD FXYD3 GGT1 GNPTAB GPX3 GRM6 GSTA1 HPS1 ITK KCNMB4 KIF5A KLRG1 LGALS14 LPAR6 LY6G5C LYST MAP2K5 MCC MLPH MMP9 MPP3 MTAP MYL4 N4BP1 NEK1 NFAT5 NIPSNAP3B NTS P2RY4 PDGFD PGLYRP4 PIK3R5 PPP1R14D PPP3CC PRDX3 PRRX1 PSG1 PSG4 RAD51D RANBP2 RARB REG3A RFPL3 RPL38 SIGLEC1 SIKE1 SLAMF1 SLC22A14 SLC5A5 STXBP6 TBXA2R TCTA TP53TG3 TP63 TRAPPC13 TTK UBE2D4 WBP4 WNT6 ZNF419 ZNF576 XU_HGF_TARGETS_REPRESSED_BY_AKT1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_HGF_TARGETS_REPRESSED_BY_AKT1_UP ANGPTL4 AREG CCL2 LRP12 MAPKAPK5 PAX8 POLR3G SAT1 SMURF2 SOD2 XU_RESPONSE_TO_TRETINOIN_AND_NSC682994_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_RESPONSE_TO_TRETINOIN_AND_NSC682994_DN ABCE1 CSE1L DDX10 DDX18 EIF3B EIF3C EIF4E EIF4EBP1 GRB10 MYC NAE1 PRMT1 RABGGTB RUVBL2 XU_RESPONSE_TO_TRETINOIN_AND_NSC682994_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_RESPONSE_TO_TRETINOIN_AND_NSC682994_UP ANXA1 BIRC2 CD53 CXCL8 GSTP1 HDAC1 ICAM3 IFITM1 ITGA6 LAMP2 MYH9 NMI STAT1 STK10 TNFSF10 XU_RESPONSE_TO_TRETINOIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_RESPONSE_TO_TRETINOIN_DN ANXA2 ANXA8L1 ECI2 FUBP3 GARS1 MAD1L1 MOK NTHL1 PPP3CA RAP2A TPM4 UBE3A XU_RESPONSE_TO_TRETINOIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/XU_RESPONSE_TO_TRETINOIN_UP ADD3 AGO1 ALAS1 CDKN2C COL9A2 DEFA1 ELF4 ITM2B PGD PIM1 PSMB9 PTK2B RCBTB2 REL WAS WIPF1 YAGI_AML_FAB_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_FAB_MARKERS ACO1 ADAMTS3 AHCYL1 AHNAK AIF1 AKR1C1 ALDH1A1 ALDH5A1 AMD1 ANKLE2 ANXA2 ANXA5 AOAH AP1S2 ARID5B ATXN1 BAG2 BAMBI C2orf27A CACNA2D2 CAPG CAPN2 CASP1 CAST CAV1 CD164 CD180 CD200 CD58 CD68 CDC42BPA CFH CFP CLCN4 COA1 COL11A1 CPM CRISP3 CSF2RB CSTA CTR9 CTSW CXADR CYB5B DDB1 DDHD2 DEAF1 DHCR24 DLC1 DLEU1 DOK5 DRAP1 ELL2 ELOVL5 ELOVL6 EVI2A F2R FADS1 FAM20B FANCI FGFR3 GABRE GAD1 GATA2 GGH GIPC1 GIT2 GJA4 GOLGA8A GOSR2 GP1BA GP1BB GP9 HDGFL3 HERC2P9 HMGCS1 HOXA9 ICAM2 IFI30 IFNGR1 IL10RB IL2RG ILF2 ITGA2B ITGA6 ITGAX ITGB3 ITSN2 KEL KIF2A LAIR1 LAMA5 LAPTM4B LARS2 LCP1 LDB1 LDLRAD4 LGALS1 LY86 MAN1A1 MANBA MAST4 MAX MCM3 MED21 MLLT11 MORF4L2 MPPE1 MRPL33 MYH10 MYL4 MYO16 NAE1 NAP1L3 NCAM1 NET1 NLRP3 NR4A2 NR4A3 NTRK1 NUP50 ORAI2 PAFAH1B3 PAQR3 PBX1 PCCB PCNA PDCD10 PIM2 PIR PKIA PKIG PLA2G6 PLOD2 PNN POU4F1 PROS1 PRSS3 PSMG1 PTPN4 RAB27B RFC3 RFC4 RHAG RRAS2 RUNX1T1 RYR3 S100A10 SAMHD1 SC5D SCRN1 SERPINE2 SERPINH1 SERPINI1 SFXN3 SLC25A1 SLC7A1 SNTA1 SORL1 SQLE STAC STAT4 TBPL1 TCIRG1 TFDP2 TGIF1 TGM2 TIMP2 TIMP3 TJP2 TM7SF2 TMSB15A TNFAIP2 TNFRSF1B TNFRSF4 TOM1L1 TPM1 TPST2 TRBC2 TRIB2 TRPC1 TRPC6 TUSC3 TXNRD1 TYMP UBXN8 ULK2 UNC119 USP8 VCL VPS13A ZBTB16 ZMYND8 ZNF91 YAGI_AML_RELAPSE_PROGNOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_RELAPSE_PROGNOSIS APLP2 ATP6V0B AZU1 BST1 CD14 CD68 CDK6 CLIP2 ECE2 ENSA GABARAP GRIK5 HNRNPD HOMER3 HSPE1 KAT2A LBR LUZP1 NFKBIA NME1 NPC2 OGT PGD POLR2H PTP4A2 RAB32 TIAL1 TKT TSPO TUG1 TYMP VAT1 VDAC1 XPO1 ZYX YAGI_AML_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_SURVIVAL ADAM17 ADNP ANP32E APLP2 APOBEC3B APPBP2 ARSA ATF2 ATF6B ATP6V0B AZU1 BCAT1 BRD8 BST1 BTAF1 CA11 CALCR CD14 CD68 CDK6 CEBPE CEP68 CLIP2 COL3A1 CORO2A CRYZ DDHD2 DENND5A DMXL2 DRC3 ECE2 EED ENPP1 ENSA GABARAP GNG12 GPR182 GPR3 GRAMD4 GRIK5 GTF2F2 GTF2H3 GTF2IRD2 HADH HARS2 HMGCS1 HNF4A HNRNPD HOMER3 HSPE1 INPP5E INPP5F KAT2A KAT6A KIF2A LBR LEPR LUZP1 LYST MED21 MIR22HG NAA10 NACC2 NFKBIA NME1 NPC2 NUMB OGT ORC5 OVOL2 PDE4DIP PEX6 PGD PHACTR4 PIK3R3 PMS1 PMS2P3 POLR2H PREPL PRKAR1B PRKD1 PRLR PRPF4 PTP4A2 RAB32 RARB RBM34 RENBP RRAD SLC10A3 SLC22A4 SLC25A4 SLC9A7 STAU2 STX11 TAF1 TAF4B TAOK3 TBCE TIA1 TIAL1 TKT TLL1 TNFRSF17 TPM2 TRAF2 TSPO TTC22 TTPA TUG1 TYMP UBE2D1 UBXN7 UCK2 VASP VAT1 VDAC1 VPS11 WSB2 WT1-AS XPO1 ZNF271P ZYX YAGI_AML_WITH_11Q23_REARRANGED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_WITH_11Q23_REARRANGED ABCC6 ABHD3 ABR ACTA1 ADA ADAM10 ADAM15 ADAM18 ADAM23 ADCY3 ADCY7 ADCY9 ADH5 ADIRF AEBP1 AK2 AK4 AKR1B1 ALB ALDH3A2 ALOX5AP ANGEL1 ANPEP ANXA5 AP1S2 ARHGAP45 ARHGEF18 ATM ATP1B1 ATP5PD ATP6V1E1 ATPAF2 ATXN1 BAP1 BCL2 BLNK BLOC1S1 BMI1 BMP7 C2CD5 CADM1 CALCOCO2 CAMK1 CAMTA2 CAPG CAPN3 CARS1 CAST CBX1 CCN2 CCND2 CCND3 CD2AP CD68 CD79A CD79B CD81 CDK9 CDR2L CEBPG CHKB CHRNA2 CILK1 CLDND1 CLN5 CLTA COL6A2 COQ2 COX5B CPD CPM CRADD CS CSPG4 CSTA CTDSPL CTIF CYBB CYP4A11 CYP4F12 DACH1 DDAH2 DDT DDX39A DEPDC5 DEXI DGKD DHCR7 DHX16 DIP2C DMXL2 DNAJC16 DOP1B DPP4 DPY19L1 EIF2B4 EIF2S2 EIF4E2 EIF4EBP2 ELAVL3 ELK3 ELP1 ELP4 EMID1 EMP2 ENPP4 ENSG00000230736 ENTPD1 ERG ERICH1 ERP29 EVI5 EXOG FAM169A FBXO46 FCGR1A FEZ1 FOLR1 FOXC1 FOXJ1 FSCN1 FTO FZD6 GAS7 GCLC GDF7 GDI2 GFRA1 GGT1 GH2 GLRB GLT8D1 GLUL GMDS GMPR GNAI1 GPM6A GPM6B GPR68 GPS2 GRIK2 GRK4 GTF2E2 GYPC HCLS1 HDAC9 HFE HIP1 HMGA2 HPS5 HSPG2 IDH3A IDS IFI35 IFNA5 IGF2BP3 IL10RB IL2RG IL6R IL9R IMPA1 IMPG1 INSR IRAG2 ITGA7 ITGAE ITGAV ITM2A ITPR2 IVD JAK3 JMJD1C JTB KBTBD11 KHK KLHL35 KRT10 KXD1 LALBA LAMTOR5 LAPTM5 LCP1 LDAF1 LDB1 LGALS1 LIN7A LRIG1 LRP10 LUM LYSET MAGED2 MAPK9 MAPKAPK3 MBNL1 MCF2L2 MED13L MEF2C MEIS1 MICB MLF2 MMP17 MPL MPPE1 MRPL33 MRTFA MYH9 MYO6 N4BP2L1 NAA80 NARS1 NCOA6 NDUFA1 NDUFB3 NDUFS3 NDUFS6 NEK4 NELFE NFATC3 NFIX NKX2-8 NPR3 NPRL3 NR2C1 NR3C1 NTRK1 NUDT3 OFD1 OSTF1 OVOL2 PBX3 PCDHA3 PCYT1B PHF2 PIK3CD PIM1 PLAGL1 PLAUR PLCG2 PLS1 POLR2G POP5 PPID PPP1CA PPP1R2 PPP1R7 PPP2R5C PPT2 PRDM2 PRDX1 PREP PRKAG1 PRKCB PRKCQ PRPF18 PSKH1 PSMD7 PTH2R PTP4A3 PUDP PVR PYGM QKI RANBP2 RANBP6 RARRES2 RASGRP2 RASGRP3 RB1 RBPMS RET RGS10 RGS19 RNASE2 RPGR RPS6KA3 S100A10 SAG SAMD4A SASH1 SDHB SEL1L3 SELENOW SEMA3C SF1 SFI1 SHC3 SLC16A5 SLC1A4 SLC25A13 SLC25A42 SLC27A2 SLC36A1 SLC5A1 SLC7A1 SLF2 SMAD1 SMC1A SMPDL3B SNX17 SOCS2 SPAG11B SPAG6 SRSF8 ST3GAL6 STAM STS SUPT5H SYF2 TACC1 TAF1B TAL1 TBX1 TBXA2R TCL1A TEKT2 TENM1 TEX30 TFAP2B TFDP2 TGM5 THOC5 TIMP3 TMC6 TMEM131L TNNI1 TNPO1 TOP2B TPD52L2 TRIM44 TSPAN4 TTLL12 TWF2 UBE2N UBN1 UTP18 VIPR2 VPS13D WARS1 WFS1 XBP1 XKRY YES1 YWHAH-AS1 ZHX2 ZNF280A ZNF91 YAGI_AML_WITH_INV_16_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_WITH_INV_16_TRANSLOCATION ABCB9 ABCC2 ACAA2 ACOX1 ACOX3 ACSL6 ACTN1 ACVR1B ADAM28 ADCY6 AIFM1 AKAP13 ALB ALDOB ALX1 ANGEL2 ANPEP AOC4P APOB AQP7 AR ARF6 ARHGEF12 ARHGEF7 ARID5A ARIH1 ARL4C ASH2L ATP12A ATP2B1 ATP6V0E1 ATP6V0E2 AVPR1B B2M BAZ2A BCAM BCL2L2 BIN1 BRCA2 BTAF1 CACNA1D CAP2 CAT CBARP CBFB CCKAR CCND2 CD1C CD52 CD72 CD9 CD99 CDC40 CDH16 CDK11B CDK2AP2 CDKL5 CDKN3 CDR1 CHD1 CIAO1 CLEC10A CLEC16A CLIP3 COL10A1 COL5A2 COPB2 COX7A1 CPS1 CRIM1 CSNK1D CSNK1E CTAG2 CTRL CUL1 CYP2C8 CYP2E1 CYTH1 DGKB DGKD DHFR DHRS3 DHX38 DIDO1 DLEC1 DLG2 DMD DNAH3 DOCK4 DPY19L1 DPYSL3 DTNA DUS4L DUSP2 DYNC1H1 DYNLT1 DYRK1A ECH1 EEF1A1 EGR3 ELF3 ELOVL2 EMP1 EPHB4 ERBB4 ERG ETF1 ETV3 EXPH5 EZR F2 F7 FADS3 FASTKD2 FBXL5 FKBP2 FKBP6 FKTN FLRT1 FLT1 FOXO1 FRMD4B GAB1 GBP2 GH1 GHRHR GLB1 GNA15 GNAI1 GNS GP5 GPR183 GRIP2 GTF2H2C GTF2H4 H2AC16 H2AZ2 H2BC21 HADHB HAP1 HARS2 HDGFL3 HLX HNRNPAB HNRNPK HOMER2 HSD17B4 HSPA1A HSPA6 HSPB1 HTR4 HTR7 ICAM5 ID3 IDS IFRD2 IGF2 IMMT ING2 IQCK IRS1 ITM2A ITPRID2 ITSN2 KCNA5 KCNS1 KIF23 KIFC1 KLHL25 KPNA5 KRR1 KRT13 KRT16 KRT32 KRT4 LFNG LGALS9 LGI1 LPIN1 LRP6 LRP8 LY6E LY6G6C LYN MAP2K5 MAPKAPK2 MAPKBP1 MDH2 ME3 MED20 MED6 MELTF MEST MFAP5 MMP1 MN1 MNAT1 MOK MON2 MPZ MROH5 MRPS18B MSH6 MTMR4 MTUS2 MYH11 NAALAD2 NACA NBR2 NCK2 NDUFAF1 NEK9 NEMF NF1 NFATC3 NFIB NLRP1 NR3C1 NR4A1 NR4A3 NT5E NTRK1 NUP42 NUP50 OIP5 OMD OPCML OPRM1 OSMR OTUB1 PABPC1 PARP2 PCDH8 PCMT1 PCP4 PDHA2 PFKP PGRMC2 PI4KB PKD2 PKP3 PLS3 PMAIP1 PML PMP22 PMS2P4 PNLIPRP1 PNN POFUT2 POLR3G POU2F2 PPIH PPIL2 PPM1G PPP1R16B PPP2R2A PPT2 PRH1 PRKACG PRKCH PRKY PRNP PRPF40A PRSS16 PSMD7 PTGER3 PTHLH PTMA PTPRE PTPRJ PXDC1 RAB11FIP3 RABGGTB RAD51C RAMP1 RB1CC1 RBM14 RBM15B RBM25 RBM3 RBM39 RBPMS RER1 RERE RGP1 RGS17 RHBDF1 RHOA RIBC2 RIT2 RLIG1 RNASEH2B RNF167 RPL13 RPL13A RPL19 RPL23A RPL27A RPL31 RPL32 RPL34 RPL37 RPL37A RPLP0 RPLP1 RPLP2 RPN1 RPS13 RPS16 RPS17 RPS18 RPS20 RPS27 RPS29 RPS4X RPS6 RRAD RRP8 RS1 RUNX1 S100A10 S100A2 S1PR2 SAC3D1 SAR1A SCAF8 SCHIP1 SCN4A SDC4 SELE SEPTIN6 SFSWAP SFTPD SH3GL2 SLC18A1 SLC25A40 SLC38A10 SLC4A7 SLC6A11 SMAD6 SOX2 SPARC SPCS2 SPEN SPP1 SPRED2 SPRY2 SPRYD7 SPTLC1 SRP19 SRSF8 ST18 STK10 STK25 TACC1 TAF1 TAF4B TAF7 TBR1 TFCP2 THOC2 TIAL1 TIMP1 TLL2 TLN2 TM9SF4 TMEM109 TMSB10 TNP2 TOP2A TOR1A TOR1B TPSAB1 TPT1 TRAF5 TRAPPC3 TRHR TRIM16 TSC22D1 TSHR TST TUBB2B UBC UBE2C UBXN2B UCP3 USP19 USP8 USP9X VCY VIM VPS13A VPS72 WEE1 WT1 XRCC4 ZBTB39 ZBTB43 ZCCHC14 ZDHHC3 ZFP69B ZIC1 ZMPSTE24 ZNF143 ZNF23 ZNF318 ZNF354A ZNF646 ZNF710-AS1 ZNF783 ZNF787 YAGI_AML_WITH_T_8_21_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_WITH_T_8_21_TRANSLOCATION ABCC1 ABR ACADSB ACKR3 ACOT13 ACP2 ACSM3 ACTN2 ADCY3 ADCY7 ADK ADNP2 ADRA2C ADRM1 AGPAT2 AGRN AGXT AIF1 AK4 AKR1C3 ALDH5A1 ANAPC10 ANKLE2 ANKRD28 AP1B1 AP3B1 APOB APOOL APP AREG ARHGEF6 ARID4A ARID5B ASF1A ASGR2 ATP5MC1 ATP5MG ATXN1 AURKA BASP1 BCAM BCL2L1 BCR BLVRA BRINP1 BSG BTK BTN2A1 CACNA2D2 CALR CAPG CAV1 CAV2 CCN3 CCN5 CCND1 CCND3 CCNG1 CD200 CD226 CD2AP CD34 CD58 CD68 CD74 CD96 CD99 CDH19 CDH2 CDH4 CDK14 CDK9 CDKN2C CDKN2D CDR1 CEACAM3 CEACAM4 CEP162 CEP170 CEP68 CERS6 CFD CIITA CITED1 CLDND1 CLINT1 CLSTN1 COMT COX8A CRLF3 CSF3R CSK CSNK1G2 CSRP2 CSTB CTAG1B CTBP1 CTSF CUL4B CXCR5 CYP2A13 DARS1 DDAH2 DDR1 DDT DDX39A DGAT1 DGCR2 DLGAP2 DPYSL2 DUSP14 ECI1 ELANE ELF4 ELMO1 ENOSF1 EPB41 EPB41L2 EPCAM ERF ESPL1 ETHE1 ETV6 EXT2 FBLN5 FBXO21 FCGR2A FEV FKBP8 FSCN1 FURIN FZD5 GALNT1 GALNT2 GALR3 GDE1 GGCX GIP GLO1 GLS GNAS GNE GPM6B GPR6 GPS2 GRM8 GTPBP6 GUCY1A1 GUCY1A2 GYPC HDAC1 HEXA HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB4 HPGDS IKBKE IL1RAP IL2 IL27RA IL2RG IL5RA ITGB4 ITIH1 ITM2B ITPR1 JAK1 JAK3 JUP KDM3B KDM4B KIT KMT2A LAMA5 LAPTM5 LCP1 LEPROTL1 LGALS1 LIMK2 LIMS1 LST1 LY75 LYPD1 MACF1 MAGEB2 MAGED2 MAN1A1 MAPKAPK3 MARCHF6 MDK MED12 MED21 MEIS1 MFAP4 MGMT MKI67 MPL MPO MPPE1 MRPL33 MS4A2 MTMR9 MYRF NAA80 NAP1L1 NBAS NBL1 NCALD NCF1 NCK1 NDUFA2 NELFE NFIX NFKB1 NFRKB NHERF1 NT5C2 NTRK3 NUDCD3 NUMA1 NUP210 NUP214 NUP50 NUPR1 ORAI2 OSBP OXSR1 PALM PALM2AKAP2 PBXIP1 PEBP1 PI4KA PIK3R1 PLAGL1 PLCG1 PLP2 PLTP PLXND1 PNRC1 POLR2J POU2F2 POU4F1 PRAME PRKCD PROZ PRPF40A PRTN3 PRY PSD3 PSMB3 PSMD12 PTGDS PTGER2 PTGIR PTPN12 PTPRCAP PXDN QSOX1 RAB4A RALB RALBP1 RASA4 RCN1 REL RFX5 RGS10 ROBO1 RPP30 RPS6KA1 RUNX1T1 S100A4 SACS SAP30 SASH3 SCCPDH SCML1 SCRN1 SEC62 SELPLG SEPTIN11 SERPINE2 SFN SH3GLB1 SHC1 SIPA1L1 SIPA1L3 SLA SLC18A2 SLC1A4 SLC25A1 SLC35D2 SLIT1 SMARCD1 SMARCD2 SMG1 SOCS3 SOCS5 SORD SORL1 SPART SSR1 SST STARD8 STAT5B STIM1 STK10 SWAP70 SYNGR1 TCEA2 TEK TFAP4 TFPI TGFBR1 TGIF1 TGOLN2 TIMELESS TLE5 TMBIM6 TMF1 TMPRSS11D TNFAIP2 TNFRSF1A TNFRSF21 TNFSF4 TPSAB1 TRAF3IP2 TRAT1 TRH TRIO TSC2 TSC22D4 TSPAN3 TSPAN4 TSPAN7 TSR3 TTC28 TTC3 TXNRD1 U2AF1 U2AF2 UBA1 UBA7 UFD1 UGP2 UNC13A USP10 UTP20 VAMP5 VAT1 VDR VLDLR VOPP1 YBX1P5 ZC3H13 ZC3H3 ZKSCAN4 ZNF117 ZNF160 ZNF254 ZNF273 ZNF274 ZNF43 ZNF85 ZNF91 ZNNT1 ZSCAN12 YAGI_AML_WITH_T_9_11_TRANSLOCATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGI_AML_WITH_T_9_11_TRANSLOCATION ABAT ACTR2 ADAM23 ADCY9 AK2 AKAP8 APOC2 ATP6V0B ATXN1 ATXN10 BABAM2 BLCAP BMI1 CCL23 CCN4 CEMIP CHRNA7 CHUK CKM CLASP1 CLASP2 CNOT8 CYLD CYP2E1 DACH1 DDX39A DNAJC7 DSTN EFNB2 ELF2 ELP4 ERAP1 EVI5 F2 FCGR1A FCN3 FEZ1 FLNB FLT1 FRMPD1 FZD2 GAPDHS GFRA1 GLA GRK3 H4C9 HSF2 IDH3A IFI35 IFI44L IFNA2 IMPG1 IRAG2 IRX5 ITGA7 ITPA JMJD1C JTB KCTD7 KIAA0408 LDLRAD4 LGALS4 LUM MDM4 MEF2C MEIS1 MGMT MOAP1 MR1 MRPL33 MSLN MTERF4 MUSK MX2 MYO6 NARS1 NDUFS3 NDUFS6 NTRK3 OAS1 OFD1 PALLD PBX3 PDCD1 PENK PHIP PHKA2 PHYH PIGH PLCG2 POP5 PPP1R2 QPRT RAD17 RANBP6 RBBP6 RFPL3S RHOA RPN2 RUFY3 RUVBL1 RYR1 SATB1 SCRIB SERTAD2 SF1 SGCG SLC25A36 SLC27A3 SMC1A SMG1P5 SNRNP200 SOCS2 SRPK2 SRRT TBCC TGM5 TNPO1 TOP2B TRA2A TREX2 TRIM44 TSC22D2 TWF1 VAMP8 WARS1 ZBTB11 ZBTB25 ZEB2 ZFR ZFX YAGUE_PRETUMOR_DRUG_RESISTANCE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGUE_PRETUMOR_DRUG_RESISTANCE_DN ACAN CALD1 COL8A1 DCHS1 DSE FRMD4A LTBP2 MMP2 RREB1 SEPTIN11 TNS1 TRAM2 VCAN YAGUE_PRETUMOR_DRUG_RESISTANCE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAGUE_PRETUMOR_DRUG_RESISTANCE_UP ABCB1 FENDRR HSD17B2 MAN1C1 PHLDA1 SALL1 SLC16A14 TBC1D8 YAMANAKA_GLIOBLASTOMA_SURVIVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMANAKA_GLIOBLASTOMA_SURVIVAL_DN ALCAM DDR1 IFT88 IRF9 ITGB2 NRBP2 PDCD4 TMEM218 YAMANAKA_GLIOBLASTOMA_SURVIVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMANAKA_GLIOBLASTOMA_SURVIVAL_UP DYRK3 EMILIN2 FGFBP2 ITGA5 LDHC PKM RAB32 SLC2A3 SLN STK40 TPI1 YAMASHITA_LIVER_CANCER_STEM_CELL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_LIVER_CANCER_STEM_CELL_DN ABCB1 ABCB11 ABCB4 ABCG5 ACSL1 ACSL3 ACSL4 ACSL5 ADCY3 ALDH1L1 ALDH6A1 ALDH8A1 AOX1 APCS APOA5 APOC4 C1R C6 C8A C8B CD14 CDKN2A CES1 CES2 CYP1A2 CYP2C8 CYP3A4 CYP3A7 CYP7A1 CYP7B1 CYP8B1 DNAJA4 ESR1 F11 F9 FABP5 FKBP5 FMO3 FMO4 GADD45A GADD45B GSTA1 GSTM1 GSTM4 GSTP1 HMGCR HNF4A HRG KLKB1 KNG1 MAOA MAP2K2 MAP3K5 MAPK13 MASP1 MASP2 NQO2 NR1I2 NR1I3 PIK3C2G PIK3C3 PPARGC1A PRKCD RARG RBP5 SAA4 SERPINC1 SLC10A1 SLC27A2 SNAI2 SOD1 SULT1C2 SULT2A1 THBS1 UGT2B15 UGT2B7 YAMASHITA_LIVER_CANCER_STEM_CELL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_LIVER_CANCER_STEM_CELL_UP ARHGEF15 ARPC5L ASAP1 BACE2 BAK1 CCNB2 CDKN2A CLDN1 CLDN2 CLDN4 CSNK1E CYCS DDR1 DKK1 DUSP1 ELF3 ESR1 FGFR3 FZD5 GADD45A GRB7 GYS2 HNF4A IGF1 ITGB5 LINGO1 MAP2K2 MAP3K5 MAPK13 MERTK MMP11 MYLK PDGFRB PIK3C2G PIK3C3 PLCB1 PRKCD RARG ROBO2 SEMA3C SEMA4G SMAD5 SOX9 TCF7L2 UBD WEE1 YWHAZ YAMASHITA_LIVER_CANCER_WITH_EPCAM_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_LIVER_CANCER_WITH_EPCAM_DN ACSM2A ALDH1L1 APOC1 C4A CES1 ECHDC2 GSTA2 GSTA3 HMGCS2 HRG HSD17B6 PRMT3 SCLY SERPINC1 SIX1 UGT2B11 UGT2B7 YAMASHITA_LIVER_CANCER_WITH_EPCAM_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_LIVER_CANCER_WITH_EPCAM_UP ABHD3 AFP AHCY BAMBI CPOX DKK1 DSG2 EIF3F EPCAM FMOD GNAS GNPAT HNRNPA1 MDK MPZL2 MRPL3 NREP OXT PEG3 PHF20 POLR2E PTPN12 RPL13A RPL17 RPL23A RPL28 RPL29 RPL31 RPL35 RPL6 RPL7A RPL9 RPLP0 RPS10 RPS12 RPS24 RPS27A RPS3 RPS3A RPS4X RPS4Y1 RPS7 RPSA SCARB2 SPTBN1 SRPK1 TAF1D TOMM20 TRIM24 TTK VIL1 XK XPO7 YAMASHITA_METHYLATED_IN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_METHYLATED_IN_PROSTATE_CANCER ACKR3 ADH7 AEBP1 AMN1 ANKRD1 AQP8 C16orf54 CALCB CCDC68 CCL7 CCND2 CES2 CLDN18 CLDN6 COL1A1 CRCT1 CSTA CYP1A1 DPEP2 DYSF EBF1 FCER2 FUNDC2 G0S2 GAS6 GPNMB GPR15LG GYS2 HEPH HSPA2 IFITM1 IGFBP5 IL17RD KLK6 KLK8 LGALS9 LYPD8 MCUB MMP10 MMP13 MMP7 MYOD1 NNAT OCM2 OPTN PLAC8 PRAF2 RBP2 RBP7 RGS17 RHOXF2B S100A5 S100A8 S100G SCGB1A1 SERPINE1 SLC34A2 SLC6A2 SPARC SPP1 SYT16 TAGLN TFPI TGFBR2 TM4SF1 TRPV2 YAMASHITA_SILENCED_BY_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMASHITA_SILENCED_BY_METHYLATION AEBP1 AMN1 DYSF FUNDC2 GAS6 NNAT OCM2 TGFBR2 YAMAZAKI_TCEB3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMAZAKI_TCEB3_TARGETS_DN ACLY ADAM23 ADH5 AGR2 AGTRAP AHSA1 AKR1B1 AKTIP ALDH2 ALDH7A1 ALDOA AMIGO3 ANXA1 APOE ARL4A ARL6IP1 ASH2L AURKA BCLAF3 BUB1B CACNA1A CACNA2D1 CARNMT1 CBR3 CBX7 CCNE1 CCT3 CDCA7L CDH1 CDH3 CDKN1C CERS4 CKB CKS2 CLDN4 CLDN7 CLYBL CMAS COBL COL18A1 CPEB1 CPSF4L CRABP1 CTBP2 CUL2 CUL4B CWF19L2 CYBA DBF4 DHCR24 DIAPH1 DNAJC21 DNMT1 DPPA3 DPYS DSG2 DUSP6 EBNA1BP2 ECT2 EED ELAVL2 EMB ENAH ENO3 EPCAM ESCO2 FAM25A FDFT1 FGD1 FIBIN FKBP3 FXR1 FZD5 G2E3 G3BP1 GCLM GLI1 GNG2 GNPDA1 GOLGA4 GRB10 GSTM1 H2BC10 HAT1 HMGA1 HMGCS1 HNRNPA1L2 HSP90AA1 IGF2 IGFBP2 IPO5 ITM2A JADE1 JARID2 KCNK1 KIF11 KIF20A KLF2 KPNA2 KRT19 LAPTM5 LBR LDHB LGALS3 LTBP4 MANBA MAP1B MCCC2 MDN1 MEG3 MIF MIR17HG MSH6 MT1A MT2A MTF2 MYBL2 NADK2 NASP NECTIN3 NEK2 NELFB NUSAP1 OSBPL1A PABIR2 PARK7 PHB1 PHYH PIM1 PIPOX PMM1 PNO1 PRAMEF12 PSIP1 PSMA2 PSRC1 PTCH1 RBM3 RESF1 RFC5 RFX2 RHOXF2 RIMKLB RUVBL2 S100A6 SAP30 SEPHS2 SEPTIN1 SERBP1 SINHCAF SIX4 SLC20A1 SLC25A13 SLC25A40 SNRPA1 SOD2 SORL1 SOX2 SPINT2 SPP1 SPRED1 ST13 STAG3 STOML2 STRBP SULF2 SWT1 SYCP3 SYT9 TALDO1 TCF7 TCFL5 TCL1A TFAP2C TFRC TGIF1 TOP2A TP53INP1 TPD52 TRH TTC39B TUBA1B TUBB TUBB2B TUBB4B UBE2S UBXN2B UCHL1 UHRF1 ULK1 UTF1 VBP1 VDAC1 WASF3 WWC1 XRCC5 YBX1 ZFAND6 ZFP42 ZMYM1 ZNF616 YAMAZAKI_TCEB3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAMAZAKI_TCEB3_TARGETS_UP AMFR AMOTL2 ANKRD50 ANXA2 APP AQP8 ARF4 ATP1B1 ATP6AP1 B2M B4GALNT2 BACH1 CALM1 CALU CASKIN2 CCN1 CCNC CCND2 CD38 CDC42EP1 CDC42SE2 CDH5 CITED1 CITED2 CLIC1 CLU COBLL1 COL4A1 COL4A2 COL4A5 CREB3L1 CRYAB CST3 CTSV CTSZ CUL1 CYB561A3 CYP26A1 DDAH1 DOCK9 DYRK2 EFEMP2 ENPEP ENTREP1 EPAS1 EPHB4 EPOP ERP44 EXT1 F3 FBLN2 FBXL22 FDX1 FHOD3 FKBP9 FLRT3 FNDC3A FURIN FUT8 GALNT2 GANAB GATA6 GGTA1 GHR GLUL GNA12 GNAS GNG10 GNS GREM2 GRINA HERPUD1 HOXC6 HS3ST1 HSDL1 HSPG2 ID2 IGFBP4 INTS6L ITGB1 JUND KALRN KDELR2 KDELR3 KIT LAMA1 LAMB1 LAMC1 LGMN LMBRD1 LPP LRPAP1 MAN1A2 MBNL2 MDFIC MFGE8 MPZL2 MSL3 MYH6 MYL3 NID1 NID2 NR2F2 NR4A1 P4HA1 P4HA2 P4HB PARVB PDE1B PDIA3 PGA5 PLAT PLOD1 PLOD2 PRPF38B PSAP PSPH PTH1R PTPN9 PTPRM PXDN RAMP2 RCN1 RCOR1 RNF24 RRBP1 SEMA6A SEMA6D SERPING1 SERPINH1 SFMBT2 SGCE SLC16A1 SLC38A1 SLC7A1 SNAI1 SOX17 SPARC SPINK1 SPOCK1 SRGN SRPRB STARD10 STRA6 SURF4 SUSD2 TCERG1 TCF7L2 TFPI THBD TIMP3 TLNRD1 TMED2 TNFRSF10B TST TTR TYRO3 UBE2Q2 VAMP8 VEGFA WARS1 YAF2 YPEL2 ZFHX3 ZNF644 ZYX YANAGIHARA_ESX1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANAGIHARA_ESX1_TARGETS ACTR2 ARHGAP29 BDNF-AS BMP5 CLCN4 CRTAP CYP24A1 DAB2 DYNC2H1 GNS HMGCS1 IL18 IL6ST INPP4B KRAS MAP4K5 MARCKS MCF2 NEXN PCLO PIP5K1A RASAL2 RHOBTB3 SNX13 SRSF11 SS18 TAF15 TGFB2 TPR YANAGISAWA_LUNG_CANCER_RECURRENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANAGISAWA_LUNG_CANCER_RECURRENCE ACYP1 ATP1A2 FAU H2AC8 RPL26L1 RPL39 S100A6 TMSB10 TMSB4X YANG_BCL3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BCL3_TARGETS_DN CACNA1G CNTNAP1 GRP LIPF PTGIS RCSD1 SH2B2 SUN2 YANG_BCL3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BCL3_TARGETS_UP A2M AASS ABCA1 ABCC9 ABHD3 ABO ACAD11 ACADM ACADVL ACOT1 ACOT7 ACSL3 ACSS1 ADRA1D AGPAT4 AKAP12 ALYREF ANGPTL4 ANK1 ANKRD13C ANXA8 AQP7 ARHGAP11A ARPP21 ASCC3 ATP5ME AURKA AURKB AXIN2 B3GNTL1 BACE2 BEX4 BLNK BSPRY BUB1 C16orf54 C1R CA4 CALCRL CCL11 CCL2 CCL23 CCNA2 CCNB1 CCNB2 CCND2 CCNE2 CD55 CD68 CDC20 CDCA2 CDCA3 CDK1 CDKN2C CDO1 CEACAM1 CENPI CENPT CEP128 CERS4 CH25H CITED1 CKAP2 CKB CKLF CKMT1B CKMT2 CLDN11 CLMP CMPK2 CNR1 COASY CP CPT1A CPT1B CPZ CRB3 CROT CTSC CXADR CXCL10 DECR1 DGAT2 DGKG DHX58 DLGAP5 DMAC2L DNAJB2 DTX3L E2F1 ECT2 EDN1 EDNRB EIF2AK2 ELAVL2 ELOVL6 ENDOD1 ENKD1 ENO3 EPB41L3 EPHA3 ESPL1 ETNK1 FABP3 FADS3 FAM111A FAM83D FASN FAXDC2 FGF9 FGL2 FNDC1 FOXM1 FXYD7 GATM GBP2 GBP4 GBP7 GCFC2 GCH1 GLRX GNA14 GNB4 GPAM GPAT4 GPD1 GPX7 HADHA HERC6 HMGB2 HPR HPX HSD17B10 HUNK IFI35 IFIT2 IFIT3 IGFBP5 IGFBP6 IGSF1 IGSF10 IL6 IL6R IMPACT IRF6 IRF7 ITGA8 JADE1 JAM2 KHK KIF20A KIF20B KIF22 KIF2C KNSTRN KNTC1 KRT23 KRT6B KRT7 LIMCH1 LIPE LNX1 LOXL3 LRPAP1 LRRC27 LRRC39 LSR LYPD8 MASP1 MBNL3 MBOAT2 MERTK MKI67 MLYCD MME MMP10 MMP13 MMP3 MOV10 MX1 MYH3 MYL9 NAT8L NCALD NDUFA2 NDUFA3 NDUFB5 NDUFS6 NDUFV2 NDUFV3 NEDD4 NEFM NID2 NMI NPY1R NR1D1 NR4A1 NR4A3 NRTN NUSAP1 OAS1 OASL OLR1 OSBP OSBPL1A OSBPL6 PARP14 PARPBP PBK PCSK5 PDCD4 PDK3 PDK4 PENK PERM1 PEX11G PEX12 PEX6 PFKFB4 PFKM PGAM2 PGAM5 PGM2 PHYH PIMREG PKD2L2 PLAT PLK4 PPARGC1A PPRC1 PRC1 PSMB8 PSMB9 PTGER3 PTN PTPN6 PTTG1 PVALB RAB15 RACGAP1 RAD51AP1 RAPGEF5 RASD2 RASGRP1 RBM47 RD3L REM2 RIGI RRM2 RSAD2 RSPO3 RTP4 RXRG S100A3 SAPCD2 SCD SCLT1 SCN4B SCOC SDC1 SDCBP2 SECISBP2L SEMA3D SEPTIN4 SERPINB1 SERPINB2 SERPINE1 SERPINI1 SLC24A5 SLC2A3 SLC30A2 SLC37A4 SLC7A8 SMIM15 SMIM22 SP110 SPA17 SPTLC1 SSTR2 STAT2 SYBU TACC3 TACSTD2 TAF9B TAP1 TBC1D10C TBC1D19 TBL1XR1 TCEAL5 TF TGFB3 TGFBI TGFBR2 TGFBR3 THBD THOC2 THUMPD3-AS1 TIMP1 TLN2 TMEM140 TMEM164 TMEM178A TMEM37 TNF TNFAIP6 TNFRSF17 TNFRSF21 TNFSF4 TNFSF9 TNIK TNNT1 TOP2A TRAIP TRIM5 TXNDC11 TXNL4B UBA7 UBE2C UBE2L6 UBE2QL1 UBE2T UCP2 UCP3 UPK1A UQCRC2 VGLL2 VLDLR VPS13C VPS54 VWA1 WNT2 ZNF23 ZNF385B YANG_BREAST_CANCER_ESR1_BULK_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_BULK_DN APBA2 CEBPB DEFB1 DSE GMPS GTPBP4 KCNK5 LAD1 LPIN1 MAP3K13 NCK1 PFKP PLAUR PLIN2 RGS16 RIN3 ROPN1 SIRPA TEX10 THEMIS2 TMEM123 TTK YANG_BREAST_CANCER_ESR1_BULK_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_BULK_UP ABCG1 ACOT2 AGGF1 ARMT1 BLVRA CELSR1 COX6C CRIP1 DALRD3 DNALI1 EEF1A2 ELOVL5 FAM174B FOXA1 GNB1 INPP5J LONP2 MYO5C PTP4A2 REEP5 RETREG1 SKP1 SLC39A6 TMBIM6 TSPAN1 TSPAN13 YANG_BREAST_CANCER_ESR1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_DN ARHGEF9 BCL11A BTG3 CDH3 CYB5R2 FABP5 GABRP LBR LDHB MFAP2 PLCH1 PROM1 PUM3 RAP2B RARRES1 SFRP1 SLC25A37 SLC9A6 SOX11 TBX19 TLE4 TRIM2 TUBB6 YEATS2 YANG_BREAST_CANCER_ESR1_LASER_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_LASER_DN ACAT2 ACOT9 AK2 ANP32E ANXA1 ARHGEF4 BBOX1 BICD1 BMAL2 CHI3L1 CXCR4 CYP39A1 DSC2 FNDC3B FOXC1 FSCN1 FXR1 GSTP1 HDAC2 HSPA14 IFNAR2 IFRD1 INAVA KIF14 MCCC1 ODC1 PALS2 PLD1 PLS3 PPP1CB PRKD3 PRNP RRP1B RSU1 SEC63 SEL1L3 SERBP1 SGCE SMCO4 SNX3 SOS1 ST3GAL6 SYNCRIP TCF7L2 TTLL4 UBE2J1 UGT8 YANG_BREAST_CANCER_ESR1_LASER_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_LASER_UP AGR2 ALAD AR BBOF1 CERS6 CHMP2A COQ7 CPT1A DACH1 DNAJC17 EVL FRAT1 GOLGA1 GSTZ1 GTF3C1 GUSBP14 HMGCL IFT46 IVD KIAA0319L MOAP1 MSX2 PATZ1 RAB17 RAB26 SIGIRR SIRT3 SNRNP35 STK32B STN1 TP53TG1 UGCG YANG_BREAST_CANCER_ESR1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YANG_BREAST_CANCER_ESR1_UP ABAT AHNAK ANXA9 APBB2 BBS4 CA12 CIRBP CYP2B6 ERBB4 ESR1 FBP1 GATA3 GREB1 GSTM3 INPP4B KCNK15 KDM4B KIAA0232 KRT18 LRBA MAGED2 MAPT MLPH NAT1 NUMA1 P4HTM SCNN1A SCUBE2 SLC7A8 TBC1D9 TFF1 TFF3 TNS2 WFS1 WWP1 XBP1 YAN_ESCAPE_FROM_ANOIKIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAN_ESCAPE_FROM_ANOIKIS ALDH3A1 BCL2L11 CCL20 CCL5 CD44 CFB CX3CL1 CXCL10 DDIT3 EIF2AK2 HLA-DMA IL15 IRF1 IRF7 LTA MMP2 MX1 NFKB1 NOS2 RSAD2 STAT1 STAT2 VCAM1 YAO_HOXA10_TARGETS_VIA_PROGESTERONE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_HOXA10_TARGETS_VIA_PROGESTERONE_DN ACTA1 ALDH1A2 ALPL AOC1 CDKN2B COL15A1 DSG2 FN1 FST G6PD GJA1 HOXA10 HOXA11 HOXA11-AS PCP4 PIGR QSOX1 TGFBR3 TP53INP2 YWHAG YAO_HOXA10_TARGETS_VIA_PROGESTERONE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_HOXA10_TARGETS_VIA_PROGESTERONE_UP ACTB ADIPOQ ADM AKAP8L APOE AQP1 ARL4A ATP1A2 B3GALNT1 BCL2 CA3 CAVIN2 CDH16 CDKN1C CES2 CFD CHERP CLDN5 CRIP2 CSF3R CYP2E1 CYP2F1 DBP DDX50 DTD2 ELN ENPP2 FLT1 GAS6 GDPD3 GEM GSTT1 HLA-DQB1 HMGCR ID1 IDH2 IGFBP3 IGHG1 INMT KCNAB1 KLF10 KLF9 KLK1 LAMA2 LCN2 LEPR LTF ME1 MEG3 MEIS1 NBL1 NCAM1 NDRG2 NR4A1 PAGR1 PBX3 PDPN PEG3 PIK3R1 PROS1 PRPF39 RARRES2 RBP1 REG3A REM1 RNASE4 RNF227 SCD SENP6 SERTAD1 SHD SLC25A48 SLC27A1 TBX3 THBD THRSP TNS2 TNXB TRGC1 TTC14 USE1 WNT4 XDH YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_0 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_0 ABCA1 ABCA4 ABLIM1 ADRB2 ALAS1 ALDOC ANGPTL2 AOX1 ATP1A2 BACH1 BBS9 BNIP3 C5orf34 CASP4 CCNG2 CEBPD CFH CPD CREBRF CTSF CYP4V2 DBP DDX6 DKK3 ENPP2 EPHX1 EPS8 FOXP1 GABARAPL1 GEM GLRB GSTT2 HAUS4 HLA-E HSD17B11 IGFBP3 ITIH5 KLHL24 LAMA3 LAMB3 LDAF1 LIFR LOX MAP1LC3B2 MET MXI1 MYCL NCAM1 NGEF NR1D1 NR1D2 NREP NT5E PLA2G7 PNPLA2 PROM1 PROS1 RAD51B RECK RHOQ RIN2 RORA RTN2 SASH1 SESN1 SMPDL3A ST6GAL1 TEF TXNDC16 VAMP4 WDR45 YPEL3 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_1 ACSS1 ADAMDEC1 AKAP8L ALDH1A1 AMPD3 BCL2L11 BCL6 BHLHE40 BMP4 C1QTNF3 CCN3 CEBPB CFH CFHR1 CHD8 CITED2 CMC4 CXCL14 DDIT3 DDX6 DUSP1 ENTPD5 FAM20C FOXO3 GADD45B GADD45G GDPD3 HP HSPA2 ID3 IGF1R IGFBP3 INMT IRS2 ITPR2 KCNK2 KLF9 KLK1 KRT7 LEPR LRP6 LTBP1 MAP3K8 MCM5 MITF MSC MYCN NAPSA NBL1 NDRG1 NET1 NR4A1 PARM1 PDK4 PEG3 PER2 RO60 SAT1 SPSB1 TCF25 TFCP2L1 TGFBI TNS2 TNXB TXNIP WNK1 XIST XRN1 ZSCAN26 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_10 ADK AP3M1 AP4S1 APMAP ARCN1 ATF1 BCKDHB BOLA2 CACYBP CANX CCDC142 CCT7 CDK2AP2 CERS2 CHCHD7 CLDN7 COX17 DAD1 DYNLL1 EDF1 EIF1B EIF3G FKBP2 FKBP4 GCSH GRWD1 GSDME HBB HNRNPA3 HNRNPR HSPE1 LDHA MFSD14A MPC2 MRPL40 NSUN2 OSTC PCNA PEX13 PEX2 POLR2F POLR2L PRDX1 PSMA4 QNG1 RALA RANGAP1 RLN1 RPN2 RRBP1 SARNP SEC61A1 SERP1 SF3A3 SLC1A4 SLC30A5 SSB SSRP1 SSU72 SUMO1 TCEAL9 TIMM23 TM9SF3 TMED2 TMEM11 TRIR UFM1 USO1 VDAC2 YIPF5 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_11 AARS1 ABCE1 ACOT7 ACTL6A ADH5 AK6 ALDH1A2 AMD1 AREG BECN1 BMS1 BOP1 BYSL CAD CDO1 CLCN5 CRELD2 CSE1L CYCS DDX21 DDX51 DNAJB11 DUS1L EPB41 EPRS1 FARSB FOXK2 FTSJ3 GLI1 GMPPB GNL3 GSPT1 GSTM1 HDC HIF1A HNRNPLL HOMER2 HSP90B1 HSPA5 IGF1 IL13RA2 IPO7 KPNA2 KRAS LGALSL LRP2 LRRC59 LTV1 MAK16 MANF MARS1 METTL1 MRTO4 MYRF NCBP1 NDUFAF4 NIFK NOP56 NOP58 NPL NUCB2 OLFM1 PA2G4 PDIA6 PELO PEX11A PLA2G10 PNO1 PPAN PSME3 PUM3 PUS1 RDX RIPOR2 RRAGA RRS1 SEC23B SELENOS SEPTIN4 SLC35B1 SRM SRRT SRSF2 SRSF3 STIP1 STRAP STX12 SYNPO TALDO1 TARS1 TFRC TIMM8A TMEM9B TNFRSF21 TSR1 TUBB2A UBQLN1 USP39 UTP4 XPNPEP1 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_12 ACP1 AHCY AKR1B10 ALDH2 ANTXR2 ARL6IP5 ARPC1A ATP6AP2 C1QB CAPNS1 CASP8 CD44 CHPT1 CIRBP CKS2 CLN6 DECR1 EBF1 ELOVL6 EMP3 ENSA ERGIC3 EXOC4 FARS2 FDFT1 FKBP7 FKBP9 FLT3LG FXYD2 GGH GNA12 GNAI2 GNG11 GSTK1 H2AC8 H2BC10 HIGD2A HIKESHI HMGN2 HSD17B10 IARS2 IDH1 IDH2 IFNAR2 LGALS3BP MAGED2 MCM3 MDK MPDU1 NAP1L1 NSDHL NTAN1 NTPCR NUDT21 OXCT1 PC PCP4 PDCD6 PHPT1 PIK3C3 PLEKHO1 PSME1 PTGIS PTGR1 QARS1 RAB3D RBMS2 RBMX RBP1 RPA3 RRAS S100A1 S100A11 SHD SLC39A8 SNAPC2 TMEM176A TRIM59 WDR83OS ZFTRAF1 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_13 ABCC1 ACYP2 ANAPC13 ANXA1 ANXA2 ARMCX2 ATP5F1E ATP5MJ ATP5MK ATP5PF ATP5PO B9D1 BUD31 C17orf49 C1D C9orf78 CALB1 CAT CCND1 CCZ1 CD320 CES1 CETN3 CHRAC1 CIAO2A CKAP5 COA3 COA6 COMMD1 COX16 COX5B COX6A1 COX7B CSRP1 CSRP2 CUEDC2 CUTA CYB5B CYBA CYRIB DAP DAP3 DBI DBNL DGCR6 DNAJC15 DPM3 DYNLRB1 EBP ECH1 EIF4EBP1 ELOB ELOF1 EMC6 ERG28 ESD ETFB FAM3C FIBP FKBP3 FMC1 GPN1 GPX4 GSR GSTM3 GTF2A2 GUK1 H2AZ1 HDDC2 HNRNPA1L2 HNRNPH2 HNRNPL IFNGR2 ILVBL LAGE3 LAMTOR5 LGALS1 LSM3 LSM8 LYRM2 M6PR MGRN1 MICOS13 MIEN1 MRPL11 MRPL13 MRPL18 MRPL23 MRPL27 MRPL28 MRPL35 MRPL45 MRPL52 MRPS18A MRPS33 MTMR9 NAA38 NAB1 NACC2 NCBP2 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA9 NDUFB11 NDUFB5 NDUFB8 NDUFC1 NDUFS2 NDUFV3 NEDD8 NFKBIE NMT1 OGFR PAFAH1B3 PARK7 PC PCCB PDCD5 PEX7 PIGX PLAC9 PMPCB POLD3 POLE3 POLR3K PPIB PPIH PPP1R7 PPP2R5C PQBP1 PRDX2 PRPSAP2 PSAT1 PSMA5 PSMA6 PSME2 PSMG4 RAB28 RBM14 RBM3 REEP5 RELB ROMO1 RPP30 S100A10 S100A6 SEC61G SELENOF SEM1 SF3B5 SMTN SNRNP27 SNRPD2 SNRPE SNRPG SNX10 SSNA1 SUMO3 TAF9 TAGLN2 TCF19 TIMM8B TKT TMED3 TMEM205 TOMM5 TSEN34 TXNDC17 UBA52 UBE2M UBL5 UQCR10 UQCR11 UQCRB UQCRC2 VPS29 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_14 ACOD1 ACTA1 APEX1 ARHGDIA ASL ATAT1 ATF6B BANF1 BAX BBLN CALCA CARM1 CCT3 CCT8 CDK2AP1 CDK4 CISD1 CLPTM1L COL18A1 CS CTSD DCTPP1 DDX41 DNAJC2 DTYMK DVL3 EBNA1BP2 EFTUD2 EIF2B5 EIF4G1 ERGIC1 FBL FGF1 FKBP11 GALK1 GALM GATAD2A GGA1 GNPNAT1 GOLGA5 GORASP2 GPS1 GSTM1 HDLBP HMGN5 HNRNPA3 HTRA2 IPO4 IPO5 IRAK1 JAG2 LBHD1 LMAN2 METAP1 MLEC MME MORF4L2 MRPL12 MRPL20 MRPS10 MRPS18B MYDGF NARS1 NDE1 NHP2 NME1 NOP16 NSUN2 NUBP1 ODC1 P3H4 PABPC4 PADI2 PDIA3 PDIA4 PDLIM3 PES1 PIGQ PKDCC PKM PPA1 PPP1R14B PRELID3B PREP PRMT1 PRRC1 PSMB3 PSMB5 PSMD1 PSMD6 PSME4 PTH1R PTOV1 PTP4A3 RAB34 RAN RANBP1 RARS1 RCN1 RGS19 RPN1 RWDD1 SEC13 SEC61A1 SEC61B SERPINE2 SERPINH1 SLAIN1 SLC39A7 SMARCA4 SMYD2 SND1 SNRPA1 SNRPD3 SRSF1 SSR1 SSR2 SSR3 SYNCRIP TANK TBCB TCEA1 TCERG1 THOP1 TMEM147 TMEM14C TMEM167A TMEM97 TOMM70 TPD52 TUBA1A TUBB3 TUBB6 TYMS UBE2M UBE2N UBFD1 UQCC2 VARS1 VCL WDR74 YBX3 YKT6 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_15 ALOX15 AURKB BIRC5 CD59 CDK1 COL14A1 COL4A5 CRYZ DNASE1L2 EPOR GAB1 GBP4 GRN GSTT1 HEPH ITM2A KIF22 LUM MKI67 MTERF2 NICOL1 NPC1 NSG2 PCK2 PCLAF PLAC8 POSTN PTPRD ROBO1 SEMA3B SEMA3C SEPTIN10 SLC15A2 ST3GAL6 STMN1 XPA YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_16 ACTC1 ACTN1 ADAM15 AGR2 AKT1S1 ANXA6 AOC3 AQP4 BCL7C BGN BZW2 C1QTNF12 CALM3 CAVIN3 CLVS1 CNN1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL6A2 COL6A3 COLGALT1 CRABP1 CRTAP CYP51A1 DAB2 DBN1 DMPK FABP5 FADS1 FBN1 FEZ1 FEZ2 GAPDH GPX7 GUSB HNRNPDL IDI1 IGFBP5 IGKV1D-37 KDELR3 MAOA MEST MFAP2 MRPS25 MSMO1 NDP NME4 NPDC1 NPNT NPTX2 P3H3 PCDH7 PCOLCE PCP4L1 PDLIM7 PFN2 PTGER3 PYGM REXO2 SARDH SH3BGR SMOC2 SPARC SQLE SRPX STRA6 TFPI TMEM45A TNNI2 TNNT2 TP53 TUBB4A VCAN WDR45 WDR6 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_17 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_17 ABRACL ACTB ADSL AKT1 ALDH9A1 ALG5 AQP4 ARF4 ARHGAP39 ARL2BP ARL3 AURKAIP1 BAG1 BCAP29 BPGM C11orf54 CALM1 CAPN2 CCDC12 CDK4 CENPB CIAO2B CKB CKS1B CLPB CMBL CMPK1 CNIH1 COPE COPS5 COPS6 COQ7 CORO1C CRYGD CSNK2B CYB5R1 DCTN2 DDOST DDT DDX1 DDX54 DLGAP4 DNAJC19 DOHH DPP3 DRAP1 EEF1AKMT1 EI24 EIF1AX EIF4A3 EIF4E2 ERCC3 ERH ERP29 EVL EXOC7 FAF1 FAM162A FKBP1A FUCA1 GCLM GNG10 GOSR2 GRPEL1 GSTP1 HACD3 HMBS HMGCS1 HNRNPD HSD17B12 HSD17B4 IFI35 IMPDH2 INPP5A KRT10 KRTCAP2 LAMTOR1 LIAS LMNA LRPAP1 LSM4 LSM7 LYPLA1 MAP3K7 MAPKAPK2 MARCKSL1 MDH2 MRPL16 MRPL18 MRPL2 MRPL21 MRPL34 MRPL36 MRPL51 MRPL58 MRPS11 MRPS12 MRPS14 MRPS15 MRPS22 MRPS34 MRPS7 MTIF2 NAA10 NAP1L1 NDUFA11 NDUFAB1 NDUFB6 NDUFB7 NDUFB9 NDUFS3 NDUFS6 NDUFV2 NME2 NR2F6 PARL PC PDAP1 PDCD2 PHB2 PIAS3 PLPP1 POLR3K PRELID1 PSMA7 PSMB6 PSMB7 PSMD13 PSMD14 PSMD8 PSMG1 PTDSS1 PUF60 RAMP2 RNF7 ROMO1 RPN2 RPS6KA4 RUVBL1 RXYLT1 SAE1 SAMM50 SDHB SERF2 SERPINA1 SET SLC25A39 SLC39A4 SLC39A9 SLIRP SMAP1 SMDT1 SRSF9 STARD7 STUB1 TALDO1 TCEA1 TGFB1I1 TIMM13 TMED10 TMEM109 TMEM160 TNFAIP1 TOMM70 TOR2A TPM4 TPP1 TRAM1 TRAPPC4 TUBB TWF2 TXNRD1 UBA1 UBE2S UBL4A UFC1 UQCRQ URI1 USP1 VDAC3 WTAP XRCC5 YIPF5 YJU2 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_2 AASS AKAP9 APOA5 BCL2 CAPN3 CCL27 CCNL2 CDON CLK1 CLK4 CYP1A2 DTD2 ELN EPB41L4B ERRFI1 ESR1 FAM133B FOS FUBP1 GCNT2 GNAO1 HGD HNRNPU KIAA1217 KLRG1 KRTDAP MEG3 MMP12 MYL11 NAPB NAT8B NMU NPTX1 NR0B1 OGT PAXBP1 PIK3CD PKLR PLA2R1 PRSS58 RAB14 RBM39 RPP30 SH3RF1 SLC4A1 SMYD1 SNX5 SOX3 SOX5 SRSF7 TACR2 TARDBP THBS2 TIPARP TNXB TTC14 UBAP2L ZMYM6 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_3 CA2 ESR1 GADD45A HPGD IGHA2 IGHV1-18 IGHV1-45 IGHV1-46 IGHV1-58 IGHV2-26 IGKC IGKV2D-30 IGKV4-1 IGKV5-2 ITIH1 JCHAIN MBTD1 MINPP1 NFKBIA PTEN PTPN22 RABGAP1L SEMA3E YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_4 AK4 BARX1 CCDC90B DRD4 ERCC2 FDPS FKBP10 GALR2 GCAT IGLV4-69 LDLR MC2R RCC2 RGS5 SYNGR4 YBX2 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_5 ADM ATF3 BASP1 BEX2 BPIFA2 CNDP2 COL15A1 COL5A2 CX3CL1 CYP2E1 GAP43 HOXA11-AS HSPA1A IER3 IL18R1 ISG20 KCNQ1 KLF10 KLF4 LCN2 MSRB1 NDUFB2 PCK1 PER1 PPTC7 RELN S100G USP2 VEGFA WWC1 XDH YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_6 ABCB1 ADIPOQ ADRA2C AKR1C4 ARHGEF3 ARL4C BLNK BTG1 C16orf89 C3 CA3 CAPG CCN2 CD55 CDH16 CDKN1C CES2 CFD CLDN5 CRIP2 CRYL1 CXCR4 DDIT4 DRAM2 DSP EFHD1 EFNA1 EFNB2 EPCAM F3 FAM107B GHR GJB2 HMGA2 HTRA3 ID2 IFI27L2 IFIH1 IFIT2 IFIT3 IGBP1 IGHG1 IGHV3-66 ITGB4 KRT18 LIPE LPL LTF MAP3K1 ME1 MED24 NOP53 NUPR1 PAM PERP PKP2 PPP2R5A PRNP PRSS23 PRXL2A PTPRR RETN SAA3P SCD SCX SDC4 SLC27A1 SP4 SUPT4H1 TACSTD2 TEC TGIF1 TMEM106C TMEM30B TNFRSF19 TPRG1L USE1 WLS ZFP36L2 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_7 AMOTL2 ANKRD40 ANP32B ANXA3 ARHGAP35 ARL8B ATP1A1 BCAT2 BRD2 BRIX1 CBX4 CDC34 CDV3 CHERP CLDN3 CNGA2 CNN2 COPS3 CRIP1 DAXX DDA1 DDX3X EIF2S1 EIF3J EIF4A1 EMC8 ETF1 FAM136A FOXA2 FZD2 GNB1 HNRNPA2B1 HNRNPC HRAS HSPA4 INTS5 ITGB1BP1 JAGN1 KIF5B LEPROT MAGOH MAIP1 MGAT2 MIDN MRPL17 MRPL43 MRPS26 MT1A MTERF3 NCDN PGLS PPM1G PPP1R15B PSMA2 PTK2 RAB7A RAMP1 RASIP1 REM1 RREB1 SAR1B SCAMP2 SERTAD1 SLC25A48 SNAI1 SOD2 SULT1A1 TM2D2 TPD52L1 UBQLN2 WSB2 ZFPM1 ZNF281 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_8 ALPL ANKH ATP5F1C BCAT1 BMP2K CAPRIN2 CCNG1 CKMT1B CTPS1 CYP26A1 DNAJC3 ETNK1 FKBP5 FST FZD1 GATA2 GGCT HK2 HOPX HOXA11 HSPH1 ID1 IHH LMO7 MAT2A MTHFD2 MYC MYD88 NFIL3 NOCT P4HA2 PDK3 PDZK1IP1 PIP5K1B PLET1 PNKD PTGS1 PTK2B RHOB SGK1 SLC2A3 SLCO3A1 SRSF1 STX18 TFRC TGFBR3 USP14 WDR43 WNT11 ZBTB16 YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAO_TEMPORAL_RESPONSE_TO_PROGESTERONE_CLUSTER_9 A4GALT AHR AKTIP ANPEP CASP1 CAVIN2 CBR1 CD24 CD53 CD83 CHCHD10 CTSC DBNDD2 DLX6 EIF3E ELF3 EMB EMP1 EYA2 FAAP20 FAM3C FXYD3 GSTO1 H2AC18 H2AZ2 HES1 HIBADH HLA-A IFIT1B IMMP1L IRF7 IRF9 ISG15 ITCH KRT19 LGALS3 LXN LYZ MAN1B1 MARCKS MDFIC MNAT1 NCBP2AS2 NFE2L3 NFIB NSA2 NUDT4 OVGP1 PAX8 PFDN2 PKP4 PLA2G4A PON2 PPM1B PRKAB1 PSMB8 PSMB9 RAB25 RHPN2 RNASET2 RPL36A RTCB S100A13 SDCBP SLC1A1 SMIM11 SUGT1 SURF1 TES THRSP TMOD3 TMPRSS2 TMX2 TSPAN8 TST TYROBP UPK3B VAMP8 YAUCH_HEDGEHOG_SIGNALING_PARACRINE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAUCH_HEDGEHOG_SIGNALING_PARACRINE_DN A2M ACTA1 ACTN2 ADGRA1 ADORA2A AK4 ALS2 AMPH ANKRA2 ANKRD23 AOPEP APOM AQP5 ARPP21 ASB15 ASCL1 ATP2A1 B3GALT1 B3GALT6 BCLAF1 BMAL2 C1orf50 C2orf80 C3orf18 C4orf19 CABP7 CACNA1B CADM2 CASQ2 CCDC34 CCDC7 CD27 CD28 CEACAM7 CECR2 CENPH CEP128 CFAP206 CFTR CHIA CHRNA6 CHRNA9 CIMIP4 CKM CKMT2 CLEC2D CLHC1 COA7 COL12A1 COL4A4 CORO6 CPA6 CRAT CTXN3 CUX2 CYP1A1 DAAM2 DDO DEFB4A DGLUCY DHCR24 DLK1 DPY19L2 DYNLT1 EHF ELFN2 EPHA1 EYA1 FABP1 FABP6 FAM131B FAM53A FARSA FASTKD3 FCRL1 FKBP14 FLRT2 FOCAD FOXN4 GABRA2 GABRB1 GARIN3 GDPD3 GH1 GNGT1 GRIA1 GRIK1 GRIP1 HAPLN1 HAVCR1 HEPACAM HIF1A HSPA4L HTR7 ID4 IKZF3 IL16 INSM1 ISL1 ITSN1 KBTBD6 KCND2 KCNH2 KCNJ3 KCNK1 KCNK9 KDM1B KIAA0232 KLHL41 KRT39 KRT6C KYAT1 LAMC3 LENEP LIPM LRP2BP LRRC39 LRRTM2 MB MC1R MEIOB METTL21EP MGAT5 MMP13 MRAP2 MS4A2 MYBPC1 MYBPC2 MYF5 MYF6 MYH1 MYH4 MYL1 MYL11 MYOM2 MYOT MYPN NAV2 NCAM2 NCAN NEB NECTIN3 NEXMIF NLRP4 NMBR NPAS3 NPHP3 NPY2R NR6A1 NRSN1 NXPH1 ODAD3 OR5B3 OSBPL6 OTC PAPPA PAX9 PBX4 PCDH10 PCDH9 PCNT PDLIM3 PIP5K1B POLQ POT1 POU3F1 PRAMEF2 PRDM16 PRKCA PROX2 PRPS1L1 PSRC1 PTPRJ PVALB PYGM RAD54B RBFOX1 RBM14 RBM46 RELCH RHAG RIOK2 RIPK4 RLN1 RPGRIP1 RSPH10B RSPH4A RUFY2 RYR2 SBSPON SCRG1 SEMA3B SEMA3E SEMG1 SERPINA1 SERPINB2 SERPINB5 SH3BGR SIM1 SKOR1 SLC15A5 SLC22A25 SLC25A26 SLC25A27 SLC25A41 SLC29A4 SLC5A12 SLN SMIM17 SMO SMTNL1 SMYD3 SNTG1 SOCS2 SPACA7 SPATA16 SPEG SPMIP10 STAC3 SUSD5 SYPL1 SYT2 TAS1R3 TBR1 TEX21P TFF2 THBS4 THEM5 THOC7 TMED7 TMOD4 TNIP2 TNNC2 TNNI2 TNNT2 TNNT3 TNP1 TNR TRAT1 TRDN TREH TRIM17 TRIM5 TRIM63 TRIM7 TTN TTR UBE2Q2 UBE2U UPK1B USP17L2 USP53 UTP23 WNT3 ZC3H14 ZIC1 ZIC5 ZNF729 ZSWIM5 YAUCH_HEDGEHOG_SIGNALING_PARACRINE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YAUCH_HEDGEHOG_SIGNALING_PARACRINE_UP ABHD8 ADAM18 ADAMTSL5 ADD2 AGBL4 ALAS2 ALDH1A3 AQR ARHGEF12 ARRDC4 ATP1A4 BCAS3 BCHE BDKRB2 BMP7 BNC2 BRINP3 BRWD3 BST1 C14orf39 C1QTNF7 CADM2 CAGE1 CCL22 CCR9 CLEC2D COA8 COL10A1 CPSF2 CRIPTO CTDSP2 DDX23 DHCR24 DMC1 DMP1 DPH2 DUSP15 DUSP5 ELAPOR1 ELAVL1 EPHA3 ERG28 FAM110B FOXD1 FRZB G6PD GALR2 GDF10 GIGYF2 GLCE GLI2 GLOD5 GPR174 GPT GRIA2 GZMH HEMGN HNF4G HSD11B1 HSPA1A ICE2 IGFBP5 IGHG1 IGKC IL11 IRS3P JAZF1 KCNE4 KNG1 L1TD1 LCA5 LEPR MAP7 MASP1 MBP MEI4 MFSD4A MIR23A MPZL2 MS4A1 MYB NEBL NME7 NMNAT1 NOG NSG1 NTRK2 OLFML1 PARP8 PCSK5 PCYOX1L PENK PRTN3 PTCH1 PTGER3 PTHLH PTPRS RAB22A RADIL RBPJL RDH10 REG1A REG3G RELCH RELN RERG RET RIC3 SCARA5 SCG5 SCN2A SERPINA7 SERPINB5 SFRP1 SFSWAP SH2D4B SHISAL2B SLC1A3 SLC25A4 SLC26A3 SLC28A3 SLC29A2 SLCO4A1 SNORD93 SPATA9 SPIC SPOCK1 SPON1 SRGAP2 ST8SIA2 STK33 SUMF2 TCAIM TECPR1 THSD4 TMA16 TMEM100 TMEM107 TMEM109 TNFRSF19 TNFRSF9 TNMD TRAM2 TRIM5 TRPC1 TRPC3 TSPAN11 TSPAN32 TTC39B WIF1 WNT9B ZC3H13 ZFP2 ZNF235 YEGNASUBRAMANIAN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YEGNASUBRAMANIAN_PROSTATE_CANCER ABHD2 ACP3 ADO AGR2 ALAS1 ALB ALDH3A2 ALDH6A1 AMACR ARHGAP6 ARHGEF26 ATAD2 AZGP1 BBS4 BCHE BCOR CALML5 CENPN CEP76 CLCN4 CLDN3 CLDN4 CLGN COCH CRISP3 CTAG1B CTAG2 CTH DBT DDC DHFR DHRS2 DNAAF2 DONSON E2F5 ECD EEF1A2 EIF2S1 ELF5 EPHA3 ERBB3 ETV1 EXOSC4 FECH FGF13 FOLH1 GAGE1 GAS2 GCNT1 GPM6A GPR37 GTF2F2 HMGN5 HOXB13 HPCAL1 HPGD ID4 KDM6A KIF23 KLHL7 KLK2 KLK3 KRT81 LONP1 LYSET MAGEA1 MAGEA12 MAGEA2 MAGEA3 MAGEA4 MAGEA5P MANEA MAPKAPK5-AS1 MCCC2 MED6 MIA2 MYBL1 NCAM2 NDC80 NEBL NEMP1 NKX3-1 NXF2 OCLNP1 PAGE1 PBLD PCDHA9 PDE10A PEG3 PLAAT1 PON1 PRAME PRSS2 PSMC3IP PTPRB RASA4 RLN1 SCG3 SERPINA1 SHTN1 SLC25A21 SLC39A8 SLC43A1 SLC44A4 SMCHD1 SOHLH2 SORD SPDEF SPINK1 SRSF6 SSX1 SSX2 SSX3 ST7 SUPV3L1 TBC1D31 TFAM TIMM9 TMEM38B TMPRSS2 TNNT1 TOX3 TPTE TRGC1 TRIM36 TRIM68 TSPAN8 TSPY1 UGT2B11 UGT2B15 XAGE1B ZBTB10 ZFX ZNF780B ZSCAN31 YEMELYANOV_GR_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YEMELYANOV_GR_TARGETS_DN ATF2 EBP EGR1 GATA4 JUN PAX6 RABEP2 SMAD3 SRF STAT1 TP53 YIH_RESPONSE_TO_ARSENITE_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C1 CCNB1 CFLAR CLK1 CSDE1 DDIT3 FAS HSF2 HSPD1 IFNGR1 KRT5 MNAT1 MYBL2 MYCL PIK3CA PTK2 RASA1 SGPL1 SMARCA1 TOP2A USP4 WT1 ZFP36 YIH_RESPONSE_TO_ARSENITE_C2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C2 ATF2 BCL2A1 CAST FADD GADD45A KIT KRT6A PPP1CA PPP1CB RAB5A SP3 TCF12 TGFB3 USP8 YIH_RESPONSE_TO_ARSENITE_C3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C3 CASP10 CCN3 CCNF CCNG1 CDC25A CDK1 CDKN2A CDKN3 GAP43 GLRX GTF2IP4 IGF2 MCF2 MDM2 NDUFAB1 NEK6 PFDN4 PIM1 POR PRKCA PRKCD RAP1A RFC4 RFC5 RNF5 SMAD4 TFAM TSPAN31 VBP1 XK XRCC6 YIH_RESPONSE_TO_ARSENITE_C4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C4 CDC42 CRADD CXCL8 EGFR EIF4E ELK1 ETV6 F11R GRB2 JUN KRT8 MYCN NCK1 NPAT NR2F6 RAB3A TAPBP YIH_RESPONSE_TO_ARSENITE_C5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YIH_RESPONSE_TO_ARSENITE_C5 ACKR1 CCL2 CRABP2 KRT15 KRT19 L1CAM MAP2K1 PGF PLAU PML TNFAIP6 YOKOE_CANCER_TESTIS_ANTIGENS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YOKOE_CANCER_TESTIS_ANTIGENS CACNA1S CAPN3 CENPF CXCR2 DPEP1 FABP6 FAM216A FBXL2 GABBR1 GREB1 IVD JADE3 LACTB2 LRP8 MAGEA11 MAT2A MMP11 MOK MPP3 MVK NPTX2 NUP43 OVGP1 PDXDC1 PTGER4 RRAD SLC7A5 STK31 TDRD9 TFDP1 TRIP13 TUBB4A UBE4A WFS1 ZNF200 YORDY_RECIPROCAL_REGULATION_BY_ETS1_AND_SP100_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YORDY_RECIPROCAL_REGULATION_BY_ETS1_AND_SP100_DN AGO2 AHSA1 ALDH1A2 ANGPTL4 APOA4 AXIN1 BAG3 BMX BRCA1 BTG3 CA2 CACYBP CCN3 CELA3A CELA3B CFD CHL1 CHORDC1 CLIC2 CNR2 COL4A3 CPEB4 CYB5R2 DNAJB1 DNAJB6 ERCC6L2 ESPL1 FKBP4 FLT3 HADH HSPA1L HSPA8 HSPB8 HSPH1 IRF4 IRF9 KLF4 KLRB1 LMO7 LRIF1 MAGEA11 MAGEA9B MUC4 PAX2 PCDH9 PHYH PMP22 PRKCA PTGES PTPRM RASSF8 SAMD9L SNAI1 SOCS3 SPINK1 SRD5A1 SSUH2 TASOR TCL1B TENT5A TENT5C TICAM2 TNC TULP4 TYW3 VAV1 WNT7A ZMYND8 ZNF106 ZNF532 ZNF578 ZNF91 YORDY_RECIPROCAL_REGULATION_BY_ETS1_AND_SP100_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YORDY_RECIPROCAL_REGULATION_BY_ETS1_AND_SP100_UP ADGRF5 ARRB1 ATF5 CARNMT1 CDK2 ERO1A HMGN4 IGFBP6 MEA1 MYCL NPDC1 PPP2R1B RAP1GDS1 RARA RASSF2 SAPCD2 SCARA3 SIRPA SS18L2 TACSTD2 VPS26B VSIG10 YOSHIMURA_MAPK8_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YOSHIMURA_MAPK8_TARGETS_DN ABAT ABRACL ABTB2 ACACA ACAT2 ACSL1 ACTG1 ACVR1 ADIPOR2 ADM AFP AGTR1 AHNAK AHR AIMP2 AKT1 ALAS1 ALDH3A2 ALDOA AMD1 AMFR ANKFY1 ANKIB1 ANKRD24 AP1S3 APLP2 APMAP APP AQP4 ARG1 ARL10 ARL5A ASF1B ATP12A ATP5PB ATP5PO ATP6V1B2 ATP6V1D ATP7A ATXN3 BCL7B BCLAF1 BDNF BET1 BHLHE40 BOK BPIFB4 BSG C15orf62 C18orf54 C1R C8B CACNA1A CASK CCL4 CCNL1 CCT3 CD200 CD3G CD48 CD5 CDC42 CDK7 CEBPD CEBPG CELA1 CHAMP1 CHD6 CHGA CHP1 CIPC CKMT2 CLCN7 CMTM6 CNN3 CNTF COL11A1 COPB1 COPZ2 COX5A CPQ CSNK1G2 CST3 CTH CTTN CYB5B CYP51A1 DBI DCAF7 DCLK1 DDOST DHODH DIO2 DMAC2 DNAJA2 DNAJB9 DNM2 DPP4 DUSP6 DYNC1LI2 EDN1 EGF EGLN3 EHMT2 EIF2B5 EIF5 ELOB EMC8 EMP1 ERO1B EVI5 EXOC8 F13A1 F2 FCGR2B FDPS FDX1 FGFR1 FHL2 FLT1 FMOD FN1 FRK FUCA1 GADD45A GATA6 GCLM GM2A GNB1 GOLGA1 GPAM GPD2 GPHN GREM1 GRHPR GRIA2 H3C14 HADHB HIGD1A HMGCR HMGCS1 HNMT HOOK1 HRH2 HSPA1A HSPA8 HSPA9 HSPH1 HTT HUWE1 IDE IFT46 IGFBP5 IGFBP6 IL2 IL6 IL6ST INSIG1 ITGB7 ITPR1 IVD JAG1 JAK2 JUP KIAA0040 KIF11 KIF12 KIF3C KLF10 LAMA5 LAMP2 LBR LDLR LEP LGALS8 LIPA LITAF LMOD3 LSS LTBP2 LYSMD3 LYST MAGI1 MAGT1 MAP2 MAP2K1 MAP2K6 MAPK14 MAPKAPK3 MAX MDH2 MED6 MEOX2 MET MFN2 MLLT10 MLST8 MOSMO MPZL1 MRPL40 MSH2 MSMO1 MTCH2 MTDH MYBPC1 MYC MYCBP2 MYH1 MYH2 MYL4 MYL6 NAA20 NCKAP1 NDUFAB1 NDUFC1 NEO1 NF1 NFIA NKTR NME1 NMT1 NOLC1 NPR3 NPTN NR1D2 NR2F2 NR2F6 NR4A2 NRAS NRBP1 NRDC NRG1 NSDHL NUCB1 NUDT4 NUP58 NUP98 NVL OBP2B ODC1 OGT OLR1 P4HA1 PACSIN2 PAK2 PAPSS2 PCDHGC3 PCM1 PDGFRA PDK1 PDLIM4 PDPK1 PET100 PFKFB2 PGK1 PHB1 PITPNA PLAA PLEKHA7 PLOD1 PLP1 PMCH PMP22 PNLIPRP2 POU3F1 PPAT PPIB PPIL3 PRICKLE2 PRUNE2 PSAP PSAT1 PSMC2 PSMC5 PSMD4 PTGFRN PTGS1 PTPRA PTPRJ PTPRM PURB RABEP1 RABGGTB RALBP1 RAPGEF3 RASL11A RB1 REXO2 RNASE4 RNF130 RNF4 ROCK2 RPGR RPL22 RPN2 RPS12 RPS6KB1 S100A10 SAMD4B SART3 SCD SCFD1 SCFD2 SCG2 SCGB1D2 SCHIP1 SDC2 SEC61B SEC62 SEL1L SERBP1 SERINC3 SERP1 SFPQ SIPA1L1 SKIC8 SLC12A4 SLC16A1 SLC25A3 SLC27A1 SLC30A4 SLC4A4 SLC6A6 SLCO1A2 SLIT3 SLK SMAD1 SMAD2 SMARCA4 SMC1A SND1 SNF8 SOAT1 SPON1 SPTY2D1 SRSF3 SSR4 ST3GAL5 STK38 STK39 STX4 SUB1 SULT2A1 TATDN2 TCF3 TFF2 TFRC TGFA THOC2 TIMM23 TIMP3 TKFC TMBIM6 TMED10 TMEM214 TNKS2 TNS3 TOP2A TOR1AIP1 TPT1 TRA2B TUBGCP4 TWF1 UBE2G1 UGT1A10 UQCC2 USO1 VCAM1 VCF1 VEGFA VIPR2 VMP1 VPS26A WDFY1 WFDC1 YWHAZ ZEB1 ZNF292 ZNF775 YOSHIMURA_MAPK8_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YOSHIMURA_MAPK8_TARGETS_UP A2M ABAT ABCC8 ABCC9 ACAA1 ACAN ACCS ACE ACE2 ACHE ACOT2 ACOX2 ACOX3 ACP3 ACTC1 ACVR1B ACVR1C ACVR2A ACVR2B ADAM18 ADAM2 ADAM5 ADAP1 ADAR ADCYAP1 ADCYAP1R1 ADGRL2 ADH1C ADH7 ADORA3 ADRA1D ADRA2A ADRB1 ADRB2 ADRB3 AFDN AGER AGT AGTR1 AGXT AGXT2 AK1 AK2 AKAP1 AKAP12 AKR7A3 ALDH1A1 ALDOB ALOX15 ALOX5 ALOX5AP ALPI ALPL AMBP AMPD1 ANK3 AP3M2 AP4S1 APBA2 APBB1 APC APH1A APOA1 APOB APOBEC1 AQP2 AQP3 AQP6 AQP7 AQP8 AQP9 ARAF ARC ARF3 ARFGAP1 ARHGAP28 ARHGEF4 ARL11 ARNT ARRB2 ASGR1 ASIC2 ASL ASS1 ATP13A1 ATP1A3 ATP1B2 ATP2A3 ATP2B2 ATP2B3 ATP4A ATP4B ATP7B ATP9A ATXN1 AVPR1B AVPR2 AZGP1 B3GAT1 BAG6 BARHL2 BAX BCAN BCAR1 BCL2 BCL2L1 BCL2L15 BDKRB2 BDNF BEGAIN BFSP1 BHMT BIN1 BMP7 BOD1L1 BOK BPIFA2 BRCA2 BSN BTG3 BUB1B C1QB C1QC C1orf210 C2CD4A C5AR2 C8B CA2 CA3 CA6 CABIN1 CACNA1A CACNA1C CACNA1D CACNA1H CACNA1S CACNB3 CACNB4 CACNG1 CADM1 CALB2 CALCA CALCB CALCRL CALM3 CAMK1D CAMK2A CAMK2B CAMK2G CAMK4 CAMKK2 CAMKV CAPN3 CARTPT CASP2 CASP6 CASZ1 CBLIF CBS CBX5 CCDC88C CCK CCKAR CCL11 CCL2 CCL20 CCL3 CCL5 CCNB1 CCND1 CCND3 CCR2 CD247 CD3D CD3G CD53 CD74 CD79B CD8A CDC14B CDC25B CDC37 CDC7 CDH16 CDH17 CDH22 CDH8 CDK16 CDKN1A CDO1 CDS1 CEACAM1 CEACAM7 CEBPA CEBPE CEP95 CES1 CES1P1 CES2 CFB CFP CFTR CGA CHCHD6 CHGB CHKB CHMP1A CHN1 CHORDC1 CHRM1 CHRM5 CHRNA2 CHRNA4 CHRNA6 CHRNB1 CHRNB2 CHRNE CHST10 CIRBP CITED2 CKMT1B CKMT2 CLCN1 CLCNKA CLCNKB CLDN3 CLDN7 CLEC11A CLEC9A CLPS CLTA CMKLR2 CNGA1 CNGA3 CNGB1 CNKSR2 CNTN1 CNTN2 COL26A1 COL9A1 COLQ COMP COX5B COX6A2 COX7B CPA3 CPB1 CPLX2 CREG1 CRHBP CRHR1 CRISP2 CRP CRPPA CRYAA CRYBA1 CRYBB1 CRYBB2 CRYBB3 CRYGA CRYGC CRYGD CSAD CSF2RB CSN3 CSNK1D CSPG5 CSRP3 CST8 CTNND2 CTRB2 CTRC CTSC CTSS CUBN CUZD1 CXCL14 CXCL6 CXCR1 CXCR2 CXCR4 CYBA CYBB CYP11B1 CYP11B2 CYP17A1 CYP1A1 CYP27B1 CYP2A13 CYP2B6 CYP2C18 CYP2C8 CYP2D6 CYP2D7 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP4A22 CYP4F11 CYP4F2 CYP7A1 DACT2 DBN1 DBP DCHS1 DDB2 DDC DDIAS DDN DDR1 DEAF1 DEFB1 DEFB4A DGKZ DHFR DHRS7B DIO2 DLAT DLC1 DLG1 DLG2 DLGAP1 DLGAP2 DLGAP3 DLL3 DLST DLX5 DNAAF1 DNAAF8 DNAH1 DNAH2 DNAH6 DNAH9 DNASE1 DNASE1L3 DNM1L DNPEP DOCK5 DOCK8 DPEP1 DPF1 DPP4 DPP6 DPYS DPYSL4 DRD1 DRD2 DRD3 DSEL DTD1 DUSP4 DUSP7 DUT DYNC1LI2 DYNLT1 DYRK1A ECHS1 EDN2 EDN3 EDNRA EEF1A2 EEF2 EFEMP1 EFNA5 EFNB1 EGFL7 EGFR EGR1 EGR3 EGR4 EIF2AK3 EIF2S3 EIF5B ELAVL4 ELOA ENPP6 EPB41L4B EPCAM EPHX2 EPN1 EPO EPOR ERBB2 ERBB3 ERBB4 ERGIC1 ERRFI1 ESR2 ESRRA ETFDH ETNK2 ETS1 EXOC7 F10 F2RL1 FAAH FABP1 FABP6 FAM234A FAM83F FANCC FAT2 FAU FBXO2 FBXO38 FBXW5 FCGR2A FDXR FEM1A FEZ1 FGA FGB FGD4 FGF10 FGF14 FGF16 FGF17 FGF5 FGFR4 FGGY FGR FKBP4 FNTB FOXA3 FOXD1 FOXD3 FOXD4 FOXG1 FOXI2 FOXM1 FRMD5 FSHB FURIN FUT1 FUT4 FXYD1 FXYD2 GABRA3 GABRA6 GABRB3 GABRD GABRG1 GABRG2 GABRG3 GABRR2 GABRR3 GAL GALM GALNT5 GALNT6 GALR3 GAS6 GAS7 GCGR GCH1 GCKR GCM1 GDE1 GDF10 GDF15 GEMIN4 GFAP GFI1 GGT1 GH1 GHRH GHRHR GHSR GJA1 GJA5 GJB1 GJB3 GJB5 GLI4 GLMN GLP1R GMEB2 GMPR GNA15 GNAL GNAS GNB3 GNG11 GNG7 GNMT GNRH1 GNRHR GP2 GP5 GPAM GPC2 GPR15LG GPR19 GPRC5C GPT GPX1 GPX4 GPX5 GPX6 GPX7 GRHPR GRIA1 GRIA3 GRID1 GRIFIN GRIK1 GRIK4 GRIN1 GRIN2D GRIN3A GRM1 GRM3 GRM5 GRM8 GRPR GSE1 GSK3B GSS GSTA4 GSTA5 GSTM1 GSTT2 GUCA2B GUCY2C GULP1 GYS2 GZMB GZMH H1-6 H4C9 HAAO HADHA HAL HAND1 HAND2 HBD HCK HCRT HES1 HES3 HES5 HIVEP2 HK1 HLA-DMA HLA-DOB HLA-DQA1 HLA-E HLF HMBS HMGA1 HMGA2 HMGCR HMGCS2 HMOX1 HNF1B HOMER1 HOOK1 HOXA4 HOXB7 HOXD3 HPCAL4 HPD HPGD HPR HR HSD11B2 HSD17B3 HSD17B4 HSD3B1 HSPB1 HSPB2 HSPB6 HTR1A HTR1F HTR2A HTR2C HTR4 HTR5A HTR7 HYAL3 HYOU1 ICAM2 IDE IER3 IFNG IGF1 IGF1R IGF2 IGF2R IGFALS IGFBP1 IGFBP2 IGFBP3 IGHG1 IGHM IGLC7 IGLL1 IL10 IL12B IL13 IL18 IL1A IL1R1 IL1RL2 IL1RN IL2 IL9 IL9R IMPA1 INA INF2 INHA INHBB INPP5D INS INSRR IRF2 IRS2 ISL1 ITGAE ITGB3 ITGB4 ITPKA ITPKB ITPR1 IVL JAG2 JAK2 JUN JUND KALRN KCNA1 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNAB2 KCNAB3 KCNB1 KCNC2 KCNC3 KCNC4 KCND2 KCND3 KCNE1 KCNH2 KCNH3 KCNH5 KCNH7 KCNH8 KCNJ1 KCNJ10 KCNJ11 KCNJ16 KCNJ2 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK3 KCNK5 KCNN3 KCNQ3 KCNS1 KCNT1 KCTD13 KHK KIF1C KIF27 KIF3C KIT KITLG KL KLF10 KLF6 KLK1 KLK8 KLKB1 KLRB1 KLRG1 KLRK1 KRT18 KRT36 KRT5 KRT8 KRTAP1-1 KYNU L1CAM LCN1 LCN2 LCT LDHC LEP LGALS4 LGALS7 LGALS9 LHB LHCGR LHX2 LIF LIMK1 LIN7B LPL LRRC7 LSAMP LTA LYVE1 LYZ MADCAM1 MADD MAFB MAG MAK MAOB MAP1B MAP2 MAP2K2 MAP2K5 MAP3K1 MAP3K9 MAP4K1 MAP6 MAPK12 MAPK14 MAPK3 MAPK8IP2 MAPKAPK3 MAPT MARK2 MARVELD2 MAS1 MASP1 MAT1A MAT2A MC3R MCF2L MECP2 MEF2D MEP1A MEP1B MGAT5 MGMT MGST3 MIF MIP MIR28 MIR675 MISP3 MMP10 MMP23B MMP3 MMP7 MMP9 MMRN1 MMS19 MOBP MOGS MPP3 MPV17L MRAS MRPL38 MS4A2 MSH2 MSMB MSX2 MT-ATP6 MT3 MTARC2 MTHFR MTMR7 MTNR1A MTRF1L MUC1 MUC13 MUC2 MUSK MX1 MXD3 MXI1 MYCN MYH3 MYH6 MYL1 MYL12A MYL2 MYL3 MYL6 MYO1A MYO1B MYO5B MYOC MYT1L NAALADL1 NAE1 NALCN NAT1 NAT8B NCAN NDRG4 NDST1 NDUFA4L2 NDUFA5 NDUFB5 NDUFB6 NDUFS8 NEDD8 NEFH NEFL NELL2 NEU2 NEURL3 NEUROG1 NF2 NFIC NFKBIE NGF NGFR NKX2-1 NLGN2 NLGN3 NME6 NMRK2 NMU NOS1 NOS2 NOTCH1 NPPA NPPC NPR1 NPTX2 NPY NPY4R NR0B2 NR5A1 NR5A2 NRCAM NSG1 NT5C1A NTF4 NTHL1 NTRK2 NTRK3 NUDT6 NUP58 NXF1 OCM2 ODF1 OLAH OLFM1 OMP OPLAH OPRD1 OPRK1 OPRM1 OPRPN OR13C7 OR1E1 OR1E3 OR1F1 OR2AT4 OR2T1 OR4B1 OR51E2 OR6A2 OR8D1 OSBPL2 OTC OTX1 OXT P2RX1 P2RX3 P2RY6 P3H4 PACS1 PADI1 PADI2 PAK3 PAQR7 PARK7 PAX4 PCCB PCK1 PCP4L1 PCSK4 PCSK7 PDE1B PDE2A PDE3A PDE4A PDE4C PDE4D PDGFB PDGFRA PDX1 PFKFB1 PFKFB3 PFKM PGD PGR PHAX PHB1 PHKG1 PHOX2A PIGR PIK3C2G PIK3CD PIM1 PIP PIP4K2B PIP4K2C PIP4P1 PISD PKIB PLA2G1B PLA2G2A PLA2G2C PLA2G5 PLAAT5 PLAGL1 PLAUR PLCD4 PLCG2 PLEK PLEKHA1 PLEKHM2 PLG PLIN3 PLLP PMFBP1 PNCK PNLIP PNLIPRP1 PNOC POLB POLE3 POLG2 POLR2H POMP PON1 POU1F1 POU2F1 POU3F2 PPA2 PPARA PPARD PPIF PPIG PPP1CA PPP1R13L PPP1R1A PPP1R3B PPP1R9A PPP2R1A PPT2 PPY PRB1 PRG2 PRIM2 PRKCA PRKCB PRKCG PRKCZ PRKG2 PRL PRLH PRLR PRM2 PRM3 PROC PRPSAP2 PRR4 PRSS1 PSEN1 PSMA1 PSMB2 PSMB4 PSMB5 PSMB8 PSMD1 PSME1 PSTPIP1 PTGER1 PTGER3 PTGER4 PTGFR PTH PTK2 PTOV1 PTPN3 PTPRC PTPRE PTPRF PTPRH PTPRN PTPRQ PTPRU PVALB PYGL PYGM PZP R3HCC1 RAB1B RAB26 RAB3A RAB3B RAB3C RAB4A RABIF RAD18 RAF1 RAG1 RALBP1 RALGAPA1 RALGDS RAPGEF4 RARA RARB RASL11A RASSF9 RBMS2 RBP2 RBP4 REEP2 REG1A REN RESP18 RFWD3 RGS1 RGS22 RGS8 RGS9 RHBDL1 RHD RHO RIMS1 RIOK1 RNA5-8SN3 RNASE3 RNF112 RPL11 RPL28 RPL32 RPL6 RPS15 RPS25 RPS27A RPS27L RTN1 RTN4IP1 RUVBL2 RXRB S100A1 S100A7L2 S100B S100G SAMD1 SAMD4B SATB2 SCARB2 SCG3 SCG5 SCGB1D2 SCGB2A2 SCN1B SCN3A SCN7A SCN9A SCNN1A SCNN1B SCNN1G SDS SELENOP SELL SEMA3A SEMG1 SERPINA1 SERPINA10 SERPINA3 SERPINA5 SERPINB5 SERPINI2 SFTPA1 SFTPB SH2B1 SH2B2 SH2B3 SH3GL2 SH3KBP1 SHC3 SHH SHOX2 SI SIRPA SKIC2 SLC10A1 SLC10A2 SLC12A5 SLC13A1 SLC13A2 SLC13A3 SLC15A1 SLC15A4 SLC17A1 SLC1A1 SLC1A6 SLC22A1 SLC22A7 SLC22A9 SLC24A2 SLC27A2 SLC28A1 SLC34A1 SLC37A4 SLC4A3 SLC5A1 SLC5A2 SLC6A11 SLC6A12 SLC6A13 SLC6A17 SLC6A2 SLC6A7 SLC6A9 SLC7A2 SLC8A1 SLC8A2 SLC8A3 SLC9A2 SLCO1A2 SMR3A SMYD5 SNAP25 SNCA SNCG SOCS3 SOD1 SOX10 SOX13 SOX17 SPAM1 SPP2 SPR SPTBN2 SRD5A1 SRSF3 SRSF4 SSB SST SSTR1 SSTR2 SSTR4 ST3GAL3 ST6GALNAC3 ST8SIA1 STAR STARD8 STAT5B STRN STRN4 STX1A STX7 STX8 STXBP2 SULT1C2 SULT1C3 SULT1E1 SULT2A1 SV2B SYCN SYK SYNGAP1 SYNGR1 SYNPO SYT2 SYT3 SYT7 SYT9 TAC1 TACR1 TACR2 TACSTD2 TANGO2 TAP1 TAP2 TAT TBP TBXA2R TBXAS1 TCF3 TEDDM1 TEF TEX261 TF TFF1 TFF3 TGFBR3 THBD THBS4 THPO TIMELESS TLR4 TMA7 TMEM120A TMEM171 TMEM25 TMEM79 TMT1B TNC TNF TNFRSF4 TNNI2 TNNI3 TNP1 TNP2 TNR TNXB TOMM34 TPM3 TPSB2 TPSD1 TRAPPC14 TRBV15 TRBV30 TRDMT1 TREH TRH TRHDE TRHR TRIP10 TRPV1 TSGA10 TSHR TST TTLL5 TTN TTPA TYMS UBB UBE3A UCHL1 UCN UCP2 UCP3 UGCG UGT1A10 UGT2A1 UGT2B7 UNC13A UNC13C UNC5A UNCX UQCRFS1 USP40 USP7 UTS2R VAMP2 VEZF1 VIM VN1R17P VPS33B VSIR VSNL1 VTCN1 VTN WDPCP WDR31 WDR37 WDR62 ZG16 ZNF280D ZNF429 ZNF665 ZNF687 ZP1 ZP3 ZSCAN25 ZSWIM7 YUAN_ZNF143_PARTNERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YUAN_ZNF143_PARTNERS BRD2 CHD8 DCAF13 DIDO1 GPBP1 GTPBP4 H2AC1 HCFC1 INO80 JRK LMO7 MAP7 NUSAP1 PNN RAVER1 RBM33 RRP1B RUVBL1 SAP18 SNW1 TPX2 YY1 YU_BAP1_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YU_BAP1_TARGETS BAP1 BCL2A1 BIRC5 BRCA1 BRIP1 CA2 CCND2 CCNE2 CDC25A CDC45 CDC5L CDC6 CDK1 CHEK1 COX7C CYB5R1 E2F5 ELOVL6 GMNN NPL PDGFRA RAD51B RBL1 RFC3 SKP2 TADA3 TNFRSF10B USP1 UXS1 YU_MYC_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YU_MYC_TARGETS_DN ABCA1 ACP5 ARHGAP45 ARHGEF1 ARID3B BLK BTG1 CD1D CD2 CD37 CD74 CMAHP CTSH DGKA ERO1B EVL GAD1 GBP4 GDI1 GGA2 GNS GUCD1 HLA-A HLA-DMA HLA-DMB HLA-DOB HLA-DQA1 HLA-DQB1 HLA-DRB5 IFI16 IGHD IGKV4-1 IGLV4-69 IL10RA IL4I1 KLF2 KLF3 LIFR LTB MACF1 MAP4K2 MGST1 MS4A1 MYO7A OLFM1 PLD4 PRKCB PTPRC PYGM RAG1 RBMS1 RGL2 SIPA1 SPIB SRPK3 SSPN TXNDC16 UNC93B1 WFDC21P ZCCHC7 YU_MYC_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/YU_MYC_TARGETS_UP ANLN ASPM AURKA BIRC5 BRCA2 BUB1 CCNB1 CCNB2 CDK1 CDKN3 CKS1B CKS2 CLIC4 DCTPP1 DTL E2F8 ECT2 FAM136A FDPS GMNN GSDME HMGB2 HMGN2 HNRNPLL IDI1 KIF20A KPNA2 MKI67 NUDCD2 NUP54 PCLAF PCNA PLK1 RACGAP1 RRM1 STRAP TFDP1 TOP2A TSPAN4 TXN UBE2S UCHL5 YBX3 ZAIDI_OSTEOBLAST_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAIDI_OSTEOBLAST_TRANSCRIPTION_FACTORS ATF4 CTNNB1 DLX3 DLX5 FOS FOSL2 JUN JUND MSX1 MSX2 NFATC1 RUNX2 SP7 TXLNG ZAMORA_NOS2_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAMORA_NOS2_TARGETS_DN ACTB ACTN4 AKR1C4 ALOX5AP AP1B1 APOB APP ATP1A1 ATP5F1D ATP6V0C AZGP1 CACNB3 CAPNS1 CD151 CD36 CD81 CFH CP CTSZ CYP7A1 DDB1 DYNC1H1 EEF1A1 EEF2 EFS EIF2S2 EIF3B EIF4G3 EIF5A F12 FABP1 FDX1 FKBP3 FTL FZD4 G3BP2 GALK1 GCLM GNB2 HP HPN HSPB8 IFNAR2 JUP LONP1 MAN2A1 MAP2K2 MGAT1 MYH9 MYL2 NFIA PCYT1A PDIA3 PDIA4 PEA15 PPP1CA PPP2R1A PRPSAP1 RABAC1 RARS1 RIPK1 RRAS SARS1 SCN1B SERPINC1 SERPING1 SLC6A13 SLC6A8 SORD SOX17 SOX4 SSC4D STARD10 STAT3 TNNI3 TSPAN4 UBC UGT2B28 VDAC1 VWF YWHAQ ZFP36L1 ZAMORA_NOS2_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZAMORA_NOS2_TARGETS_UP ACLY ACTG1 ADM APRT ATP6V1C1 CCNE1 CDK2 CDK7 CSN3 CSRP1 DNAJB1 EED EEF1B2 EIF4E2 FEN1 GH1 GTF2F1 H2AZ1 HMGB2 HMOX1 HSPA8 HSPH1 IER2 IFRD1 IL1RN KRT19 LIG1 MCM2 MCM4 MCM5 MCM6 NELFE NGF PABPC4 PCNA PCSK7 PDCD2 PICK1 PNP POLR1D PPA1 PTPN14 RAC1 RACK1 RAN RBBP7 RPSA RRM1 SMAD2 SMS SNORA33 SRM STAM SUPT4H1 TYMS YWHAH ZNF780A ZEILSTRA_CD44_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZEILSTRA_CD44_TARGETS_DN BAK1 CASP1 CFLAR DAXX NAIP PARN SERPINB9 TNFRSF12A TNFRSF17 ZEILSTRA_CD44_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZEILSTRA_CD44_TARGETS_UP AGT BCL2A1 BOK CAPN2 HTRA1 RELT TNFRSF14 TNFRSF21 ZERBINI_RESPONSE_TO_SULINDAC_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZERBINI_RESPONSE_TO_SULINDAC_DN CCNB1 CCNB1IP1 CCNB2 CDC25C CDK1 CDKN1A ZERBINI_RESPONSE_TO_SULINDAC_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZERBINI_RESPONSE_TO_SULINDAC_UP ATF3 CEBPB CEBPG CXCL8 FOXO3 GADD45A IL24 IL6 PAK2 ZHANG_ADIPOGENESIS_BY_BMP7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_ADIPOGENESIS_BY_BMP7 AKT1 AKT2 GRB10 GRB14 GRB2 HRAS IRS1 MAP3K5 MAPK3 MYO1C PIK3C2A PIK3R1 SGK1 SH2B2 ZHANG_ANTIVIRAL_RESPONSE_TO_RIBAVIRIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_ANTIVIRAL_RESPONSE_TO_RIBAVIRIN_DN AADAC AHR ARL4A ATP2B1 AXL CAV2 CCL3 CCL4 CDC14A CENPC CFLAR CXCR3 CYP1B1 DUSP10 FGF2 FOXO3 GATA3 GEM IFNB1 IL15 IL2RG IRF5 ITPR3 JUN MAP4K5 NCF2 PLK2 PPP1R3C PPP3CC PTGER2 RALGDS RANGAP1 RAPGEF3 RGS20 RRAS2 SERPINE1 SMAD1 SOCS2 TFDP1 TNFRSF9 TUBA4A TUBB2A UBE2D3 VEGFC ZFHX3 ZHANG_ANTIVIRAL_RESPONSE_TO_RIBAVIRIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_ANTIVIRAL_RESPONSE_TO_RIBAVIRIN_UP ALDH2 APOL1 ASS1 C1R C1S CD81 CD99 CFH FGA GJA1 GPX2 HSPA1B IFI27 IFI6 IFITM1 IFITM3 IRF7 KLK10 MDK MX1 MYH11 PDLIM1 PIM2 SOX9 STAT1 TFDP1 TIAL1 VTN ZHANG_BREAST_CANCER_PROGENITORS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_BREAST_CANCER_PROGENITORS_DN A2M ACAD11 AEBP1 AFG2A ALDH18A1 ANAPC5 ANKHD1 ANTKMT ANXA9 APH1A ARHGDIA ARMC8 ARRDC1 ATP5IF1 ATXN7L1 BANF1 BCAP31 BPHL BSCL2 C17orf100 C1orf122 C4orf54 CACHD1 CACNG7 CAST CCDC124 CCDC93 CDK5RAP3 CEACAM1 CGRRF1 CNDP2 COL1A1 COMMD5 COPG1 CPD CRYZL1 CSF1 CSF1R CSNK1D CXCL13 CXCL16 DAG1 DCAF6 DDR2 DESI1 DNAJC13 DNPEP EIF4E3 EYA3 FNDC3A FTH1 GALNT1 GFPT2 GLCCI1 GTF2H5 GYG1 GZMA H4C9 HCK HDAC11 HELLS HPS1 HSP90B1 IFI16 IFI27 IL18 JMY KIF23 KLHL25 LAMA5 LMNB1 MALT1 MDFIC MFSD5 MMP3 MTMR11 MXD4 NFKBIZ NPRL3 NRIP2 NXPH3 OSBP PAPOLA PCMTD1 PFKFB4 PLAGL1 PLOD3 PMP22 POFUT2 POLR3K PPL PPP1R13L PPP1R2 PRKCD PRPF39 PTGR2 PTPRB RAMAC RANBP1 RBM5 RENO1 REXO4 RGS10 RNF166 RORA RSPH3 S100A1 SAP18 SCNN1A SEC61A2 SEMA7A SENP6 SETMAR SF3B4 SOCS3 SOX10 SPECC1L SPRY4 SRR SRSF2 STAP2 STC1 SYNJ1 TAC1 TACSTD2 TAPBP TIRAP TLE4 TNFAIP2 TRMT13 TRPC4AP TSHZ3 UGCG UGT1A10 UQCRH VAT1 WSB2 ZC3H11A ZEB1 ZNF18 ZNF398 ZNRD2 ZHANG_BREAST_CANCER_PROGENITORS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_BREAST_CANCER_PROGENITORS_UP ABHD13 ACAT2 ACSL3 ACTL6A ACTR3B ACTR6 ACYP1 ADAMTS20 ADGRL3 ADH5 ADK AEBP2 AHCY AHR AJUBA AKAP9 ALG13 ANAPC1 ANKLE2 ANKRD26 ANLN ANP32E AP1S3 APPBP2 ARAP2 ARL6IP6 ARMC10 ARNT2 ARPP19 ASXL1 ATAD1 ATAD2 ATR ATXN1 AURKA AUTS2 AZIN1 BBIP1 BCAP29 BCL11A BCL2 BCLAF3 BET1 BMI1 BRCA1 BRD7 BUB1 BUB1B C11orf54 C1D C1orf131 C1orf74 C21orf91 CA12 CALM2 CAPRIN1 CAPZA2 CASP8AP2 CAV2 CCDC90B CCNA2 CD24 CD2AP CD38 CDC25A CDC40 CDC6 CDC73 CDCA7 CDCA8 CDKL5 CENPF CEP164 CEP192 CEP43 CEP55 CETN3 CFAP97 CHCHD4 CHEK1 CHMP1B2P CLDN12 CNOT6 COL25A1 COL4A5 CPSF6 CRLS1 CRYZ CSTF2 CTCF CTDSPL2 CTH CTNND2 CTTNBP2 DBF4 DCK DDR1 DEPDC1 DLAT DNAJA1 DNAJC9 DPY30 DSG2 DUSP11 E2F7 ECT2 EDAR EDARADD EFCAB7 EFTUD2 EID1 EIF4B EIF4H EMID1 ENPP3 EPS8 ERCC6L2 ERI2 ESCO2 ETFRF1 EWSR1 EZH2 FAM13B FAM199X FAM76B FARSB FGFR1OP2 FH FIGNL1 FIRRM G3BP2 GEMIN6 GLRB GMNN GPM6B GPSM2 GRHL2 GSDME GTF2H2 GTPBP10 H2AZ1 HACE1 HARS1 HAT1 HELLS HMGB2 HNRNPA2B1 HNRNPA3 HNRNPDL HNRNPLL HNRNPU HOOK1 HUS1 IDH3A IFT81 IFTAP IK ILF3 IMMP1L ING3 INTS2 IPO8 ITGA2 ITGA6 JADE1 KANSL1L KBTBD8 KCTD15 KIF16B KIF2C KITLG LAMTOR5 LCORL LMBRD2 LRBA LRRC40 LSM5 LSM7 LZTFL1 MAP7D2 MARCHF6 MATR3 MBNL3 MCM2 MDH1 MED6 MELK MET METTL9 MIS18BP1 MLLT3 MME MOB4 MOXD1 MPHOSPH8 MPZL1 MRPS18C MRPS31 MRPS33 MTDH MTHFD1 MYB N4BP2 NAE1 NAF1 NANP NCAPD2 NCAPD3 NCAPG NCBP1 NDUFA4 NDUFC1 NDUFC2 NDUFS4 NEK1 NEO1 NFIA NFU1 NFYB NME7 NOL4L NRAS NUDCD1 NUP107 NUP155 NUP85 NVL ORC5 OXCT1 PABPC4L PACSIN2 PAICS PAIP2 PANK1 PARK7 PARP1 PATZ1 PAXBP1 PBK PCDH18 PCMTD2 PCYOX1 PDK1 PDS5B PDZD8 PEX7 PFN2 PHB2 PHF14 PHF6 PIGF PIN1 PKP4 PLCB1 PLEKHB1 POLA1 POLD3 POLR1C POLR2B POLR3H POLR3K POT1 PPAT PPIP5K2 PPM1B PPP2R1A PPP4R3B PRELID3B PRIM1 PROM1 PRPS2 PRR14L PSAT1 PSPC1 PTPN14 PUS7L PWP1 RAD21 RAD51 RBAK RBBP5 RBBP8 RBL1 RBM45 RELL1 RFC1 RFX3 RIDA RIF1 RNF128 RNF44 RNF6 RNF7 RNMT RPA1 RPA3 RPE RPL15 RPRD2 RPS3 RPS6KA6 RRAGD RRM2 SAP30 SBNO1 SEC22C SEMA5A SERBP1 SERTAD4 SESN3 SETX SFPQ SGO1 SGO2 SHCBP1 SHMT1 SKA2 SKP2 SLC20A2 SLC38A1 SLC39A10 SLC7A1 SLF1 SMARCA5 SMC2 SMC4 SMCHD1 SMIM15 SMNDC1 SNAPIN SNRNP200 SNRPB2 SNX5 SPIN1 SRSF10 SRSF3 SSB SSBP1 ST6GAL1 STARD7 STK26 STMN1 STRAP STRBP STXBP6 SUCLA2 SYDE2 SYNCRIP TAF1D TAF2 TASP1 TAX1BP1 TCEA1 TCEANC TFRC TGFA TIMM17A TIMM21 TMEM117 TMEM209 TMEM230 TMEM33 TMPO TMTC4 TNIK TOMM70 TOP2A TOPBP1 TP53BP1 TP63 TRAPPC10 TRAPPC2B TRDMT1 TRIM37 TRIM59 TRIP13 TRMT11 TRMT6 TRPM3 TRPS1 TRRAP TSPAN13 TSPAN2 TTC3 TTC9C TTF2 TULP3 UBA2 UBA3 UBE2B UBE2D2 UBLCP1 UCHL5 UGDH UHRF1 UNG USP1 USP34 UTP15 VBP1 VDAC1 VDAC3 VPS26B VPS54 WDR11 WDR3 WDR75 WEE1 WIF1 XPO1 XRCC5 YWHAB YWHAQ ZBTB44 ZC3HAV1L ZCCHC8 ZFAND4 ZFAND6 ZIK1 ZNF148 ZNF17 ZNF22 ZNF239 ZNF24 ZNF317 ZNF362 ZNF367 ZNF532 ZNF544 ZNF665 ZNF700 ZNF770 ZNF846 ZRANB2 ZHANG_GATA6_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_GATA6_TARGETS_DN ABCA3 ACKR2 ADCY7 AIF1L AKAP5 ALAD ANO1 ARHGAP45 BSPRY CAMK2B CAVIN2 CHST11 CLDN18 COL4A3 COL4A4 CPM CTSB DCBLD1 DHCR7 DUSP7 EGFR EIF5A2 FABP5 FDPS FZD2 GALNT14 GIPC2 IDI1 INSIG1 KCNJ15 LAMA3 LAMP3 LDLR MATN4 MSMO1 MUC1 MVD PARP3 PCBP3 PHACTR1 PPID RAB27A RERG RHOF SEMA3A SLC35E3 SLC52A2 SLC7A7 SLCO3A1 SLCO4C1 SOAT1 SPOCK2 SREBF2 TEAD4 TEKT5 THBS3 TMEM108 TMOD1 TRPM6 TSPAN11 TSPAN8 TUBA8 TXNRD3 ZHANG_GATA6_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_GATA6_TARGETS_UP AOX3P AQP4 ARSK CD36 DSC2 EMB FABP4 FUT9 GALNT13 GSTO1 MAOB MPZL2 POF1B RPL17 TESC TMT1A ZHANG_INTERFERON_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_INTERFERON_RESPONSE IFI16 IFI27 IFI30 IFI44 IFIT2 IFITM1 IFITM3 IFITM3P7 IFNB1 IFRD1 IRF1 IRF3 IRF9 ISG15 ISG20 MX1 MX2 OAS1 OAS2 OAS3 OASL RTP4 SP110 STAT1 ZHANG_PROLIFERATING_VS_QUIESCENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_PROLIFERATING_VS_QUIESCENT AXL BAX CASP3 CASP4 CCN2 CCNB1 CCND1 CCND2 CCNG2 CDH2 CXCL2 CXCL8 DAD1 DDIT3 DYNLL1 ELOC GADD45A GNAS GPI GPX1 GRB2 GSTM1 GSTP1 HSP90AA1 HSPB1 IGFBP2 ITGA5 ITGA6 ITGAV ITGB3 JUN MAP3K11 MARCKSL1 MCAM MDM2 NDUFB7 NME2 PLAUR PRDX2 PTMA RAD23B RELA RHOA RPL6 RPS19 SKI TEK TIE1 TMSB10 ZHANG_RESPONSE_TO_CANTHARIDIN_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_RESPONSE_TO_CANTHARIDIN_DN ABCA3 ABCC4 ATP5MC2 ATP5MC3 CDK4 COX4I1 CTPS1 EEF1D EIF3B EML2 ERCC2 FABP5 FANCG FARSA FARSB GTF2H4 GTF3A HADHA HARS2 HNRNPC IDH3A MCM7 MRPL3 MTHFD1 MYB MYC NDUFB2 NDUFB6 NDUFS3 NOP16 NOP56 PA2G4 PFKL PGAM1 PIK3CA POLD2 POLR2H PRIM1 QDPR RFC5 RHOC RPL15 RPL29 RPL4 RPS14 RPSA RRM1 RRM2 RUVBL2 SLC25A6 SLC27A2 SLK SNRPA SNRPA1 SNRPC SNRPD1 SUPT16H TIMM17B TIMM23 TKT TRAP1 TUBB7P TUBG1 UQCRH ZFYVE26 ZNF200 ZNRD2 ZHANG_RESPONSE_TO_CANTHARIDIN_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_RESPONSE_TO_CANTHARIDIN_UP BCL10 BTG2 FPR1 IPCEF1 LITAF NAMPT NFE2L1 NFE2L2 NFIC NFIL3 PMAIP1 PPP1R16B TRAF3 TRIM13 ZFX ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_DN ABHD10 ADAMTS1 ADAMTS15 ANAPC10 ARID1A ARRDC3 ATF2 AUTS2 B3GALNT1 BCOR BDNF C17orf58 C1GALT1 C2orf74-DT C4orf19 CCDC51 CCNE2 CEP170 CEP44 CEP85 CSTF2T DAAM1 DACH1 DAPK1 DCLRE1A DDX11 DLEU1 DLG3 DNMT3B DPH5-DT DTL DYNC2I1 E2F2 EBF3 EFCAB7 EPB41L1 ERF FAM83C FBXL16 FDX1 GCNT1 GGA2 GIT2 GPCPD1 GPR39 GRHL2 HOXA10 HOXB7 IFFO2 ITFG1 KANK1 KBTBD6 KCTD15 KCTD3 L3MBTL2 LFNG LGR4 LRRC17 MAP3K5 MCM10 MN1 MPHOSPH9 MSH6 MTRFR MTUS1 NADK2 NDUFV3 NFIA NR2F2 NUMA1 ORC1 PDXP PHLPP1 PTHLH RAB11FIP2 RASL11B RBL1 RFC4 RFX7 RHOB RHOBTB2 RTN4IP1 SEPTIN7 SIM2 SLITRK6 SMAD6 SMC3 SRGAP3 SSX2IP SYTL5 TACC2 THBS1 THUMPD3 TMEM131L TMEM17 TMEM201 TMEM53 TPRG1 USP1 WDHD1 ZIC2 ZNF362 ZNF367 ZNF395 ZNF451 ZNRF3 ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_RESPONSE_TO_IKK_INHIBITOR_AND_TNF_UP ABCA12 ABTB2 AMOTL2 ANKRD12 ANKRD22 ANKRD33B ARHGAP42 ARL14 ATF3 B3GNT5 B4GALT5 BAZ1A BCL2A1 BCL3 BID BIRC2 BIRC3 BMP2 BTG1 BTG2 BTN2A1 C15orf39 C15orf48 C1orf74 C3orf52 CCL20 CCL5 CCN3 CCNG2 CD83 CDC42EP4 CDKN1A CEBPB CHST15 CITED4 CLDN1 CLDN18 CLIP4 CLN5 CMPK2 CSRNP2 CXCL1 CXCL10 CXCL16 CXCL2 CXCL3 CXCL8 CYTH1 DAPP1 DDIT4 DDX52 DNAJB6 DNAJC3 DOCK4 DRAM1 DSE DUSP16 EDN1 EFNA1 EHD1 ELOVL7 ERN1 ETS1 FAM83B FRMD4B G0S2 GBP3 GCH1 GCLC GLS GPR132 GRAMD2B GRHL3 GSAP HBEGF HCAR3 HDAC9 HELZ2 HERPUD1 HIVEP1 ICAM1 IFIH1 IFIT1 IFIT3 IFNGR1 IFNGR2 IFNL1 IGFL1 IL15 IL1A IL1B IL1R2 IL1RN IL23A IL32 IL36G IL4I1 IL7R INF2 INHBA IRAK2 IRF1 IRF6 IRF9 ISG20 ITGB8 KDM2A KDM7A KLF6 KRT6B KYNU LACC1 LAMA2 LAMB3 LIF LPAR6 LYN LYPD3 MAFF MAP2K3 MARCKSL1 MAST4 MFHAS1 MMP10 MMP13 MXD1 N4BP1 NAV3 NCK1 NCOA7 NEDD4L NFAT5 NFKB1 NFKB2 NFKBIA NFKBIE NFKBIZ NINJ1 NUAK2 NUB1 OAF OASL OCLNP1 OLR1 PAG1 PAOX PELI1 PI3 PLAU PLAUR PNRC1 PPARD PSEN1 PTAFR PTX3 RAB11FIP1 RAB24 RAB3IP RASSF10 RCAN1 RELB RFX5 RHOF RIGI RIPK2 RNF19B RTKN RWDD1 SAMD4A SDC4 SEMA4C SEMA7A SERPINB1 SERPINB9 SGK1 SGPP2 SLC2A6 SLC52A3 SLC7A2 SLCO3A1 SLFN5 SMAD3 SNX9 SOCS3 SPRR1A SPRR2A SPRR2C SPRR3 SPSB1 SQSTM1 STARD5 STYK1 TAF4B TANK TAP1 TCIM TIAM2 TLE4 TLR2 TM4SF1 TMCC3 TMEM171 TMEM265 TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF10B TNFRSF10D TNFRSF9 TNFSF10 TNIP1 TNIP2 TRAF1 TRIM15 TRIM38 TUBB2A USP18 ZC3H12A ZC3H12C ZNF165 ZNF697 ZNFX1 ZHANG_TARGETS_OF_EWSR1_FLI1_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHANG_TARGETS_OF_EWSR1_FLI1_FUSION ADO AK4 ARHGEF1 ATF5 ATP1A1 CAV1 CAV2 CCK CCND1 CD1E CD79A CD99 CDH11 CDK14 CEBPB CES1 CHN2 CITED2 CRIP2 CSNK1E CSPG5 CSRP1 DAPK1 DPYSL2 EGR2 FADS1 FCGRT FNBP1 FOS G0S2 GABARAPL1 GLCE GLG1 GPSM3 GRK5 GYG2 HES1 HIPK1 HLA-E HOXD9 ID2 IFITM1 IGFBP4 IL1RAP IPO13 JAK1 KDSR KYAT1 LY96 MAN2A2 MAPT ME1 MSX1 MYC MYO10 NELL2 NPTXR OLFM1 PFKP PPFIA3 PRKCB PSEN1 RAP1GAP RCOR1 RHOH RNF113A RUNX3 SEL1L3 SH2B3 SIRPA SLC17A7 SLC1A4 SMARCC1 SORD ST6GAL1 STARD13 STAT6 STEAP1 SYT1 TRIM2 UAP1 UBXN7 VWA5A WDR47 WNT5A XPNPEP1 ZDHHC3 ZHAN_EARLY_DIFFERENTIATION_GENES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_EARLY_DIFFERENTIATION_GENES_DN ABCD3 BLK CCNF CCNG2 CD1C CD1D CDC20 CIITA CSTF2 CXCR5 EED EGR3 ELF1 ETS1 FOXM1 GBP1 HADHA HRAS ID3 IL4R ITSN2 LIG1 LMNB1 LTB MKNK1 MSH2 MYC OGG1 RAE1 REL RHOG RHOH RPA1 RUNX3 SLC7A6 SNRPC SPI1 SPIB TERF2 TNF TRAF5 VCL ZHAN_EARLY_DIFFERENTIATION_GENES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_EARLY_DIFFERENTIATION_GENES_UP BMI1 CASP10 HSPA13 IRF4 ITGA6 PECAM1 XBP1 ZHAN_LATE_DIFFERENTIATION_GENES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_LATE_DIFFERENTIATION_GENES_DN ADA BCL6 BIK BORCS8-MEF2B CKS2 EPHX1 GPR183 IRAG2 KLK1 LCK MARCKSL1 MYBL1 PKM RHOH SORL1 SYK TCEA1 ZHAN_LATE_DIFFERENTIATION_GENES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_LATE_DIFFERENTIATION_GENES_UP ACAT1 AMPD1 ARPC1A ATOX1 BCL2 BMI1 BMP6 CAPN2 CAV1 CAV2 CCR2 DUSP5 DYNLT3 EMP3 FHL1 HDLBP HEXB IGF1 ITGA4 JAG1 MCFD2 P4HA1 PAM PECAM1 PIP5K1B PPT1 RHEBP1 S100A6 SELPLG SLC39A6 SRSF7 TSPAN3 XK ZHAN_MULTIPLE_MYELOMA_CD1_AND_CD2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_AND_CD2_DN ABHD2 ADAM10 ANP32A APPL1 ARHGEF3 BMPR1A C11orf96 C19orf12 CAMSAP2 CARNMT1 CCNE1 CDK6 CLTB CSF2RB CSK DMRT2 DMXL2 DTWD1 EID1 ELOVL4 ELOVL5 FAM162A GDPD1 GLCE GSTO1 H2AC18 H2AC6 HOXB7 IFNGR1 IL6R ITM2C LDLRAD4 LINC00342 MRPS24 MSANTD3 MYC NCF4 OCLN P2RX5 PKIG PPARGC1B PRR15 RASGRP1 RASSF5 RNF130 RPH3A SEMA4B SERPINI1 TAP2 TCF4 TLE3 TMED3 UBE2B UQCRB ZC3HAV1 ZHAN_MULTIPLE_MYELOMA_CD1_AND_CD2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_AND_CD2_UP ACSL1 ACTR3 AHCYL1 AKR7A2 ALDH2 ALDH6A1 ALOX5AP ANAPC16 APOLD1 ARHGAP18 ATG14 ATP2B1 B3GALT6 BANK1 BNIP3L BORCS8-MEF2B BTG1 C1orf52 CASK CBLB CHPT1 CLCC1 CNOT7 CPEB3 DCK DLEU2 EDRF1 ENSG00000291107 ERO1B FADS3 FAM120C FCER2 FERMT2 GCH1 GFOD3P GPR155 GPR88 IL10RA IP6K1 JMJD8 KAT6B KCNJ3 KCNMB2 KIF21A KLHL28 LEPROT LIN52 MACROD2 MAGEF1 MATN1-AS1 MCPH1 MDK MED30 MED6 METTL25 NASP NSD3 NUDT21 P2RX1 PAN2 PARVG PATZ1 PGM3 PHTF1 PLD4 PMS1 PNMA1 PRMT6 QKI RASSF3 RBL1 RBL2 RFC1 RTL6 SELENOF SGK3 SIVA1 SLC17A9 SLC38A2 SLC8A1 SMARCA5 SPAG16 STAM2 TBCK TBL1X TMSB4X TNFRSF18 TNKS TOGARAM1 WAC ZFP90 ZNF320 ZNF84 ZHAN_MULTIPLE_MYELOMA_CD1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_DN ABHD6 ADAM19 ATP6AP1 BCL2L1 BHLHE41 C1orf115 CCDC125 CD46 CD59 CLIC2 CMTM4 CNTN4 CPEB4 CPNE5 CXXC5 DOK3 ECHDC2 F11R FLI1 FUT8 GATM GRAMD2B HES1 ITPR3 KIAA0040 LAX1 LINC00582 MINDY2 NOTCH2 PRKCD PRKD3 RAB3B RAB3IP SCAMP5 SIK1 SLCO5A1 SLCO5A1-AS1 SLFN11 SMURF1 SPINT1 ST6GAL1 STARD5 TNS3 TRAM2 UCP2 UGCG UNC93B1 ZHAN_MULTIPLE_MYELOMA_CD1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_UP ADRB1 ALPK2 ASB2 ATF5 BATF3 BGLAP CEBPB CLEC2D CSTA CTH EIF4EBP1 ERN1 FYN G0S2 GPR63 GPT2 HADH INHBE ITGAL KLHL4 MFAP4 MTG1 NID2 NSUN7 PCDH20 PCK2 PHGDH PPP2R5E PTGER2 RAB31 RAB33A RBP1 RTL5 SESN2 SLC7A11 STC2 SYTL1 TBC1D16 TM6SF1 TMC6 TMC8 TOX2 TRIB3 VPS37A XPOT ZNF70 ZHAN_MULTIPLE_MYELOMA_CD1_VS_CD2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_VS_CD2_DN BCL11A BLNK C2orf76 CD1D CD27 CORO1C CPQ CSNK1G3 CXCR4 DENND5B DUS2 ENO2 GM2A GPR160 KLHL14 LAMA5 LAPTM4B LRRK2-DT MGAT3 NAV2 NEK6 NME4 OSBPL10 PIK3AP1 PLPP3 PNOC PRDM5 PRKCA PRKCB RAB3B RAPGEF5 RASSF6 RGCC RNGTT RYK SBF2 SC5D SEC62 SINHCAF SLFN11 SORT1 SPINT2 ST6GAL1 STAP1 STXBP6 TAFA5 TBC1D1 TLK1 TMTC2 TNFRSF13C TNS3 UBE2D2 ZNF215 ZHAN_MULTIPLE_MYELOMA_CD1_VS_CD2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD1_VS_CD2_UP ADRB1 ALDH1L2 ARMCX1 ASB2 ASNS ASS1 ATF5 CEBPB CEBPG CORO1A CPNE8 DCC DMGDH DNAJC12 EIF4EBP1 ERN1 FAM106A G0S2 GALNT3 GPR63 GPT2 HADH HS3ST3B1 IFI27L1 INHBE ITGAL ITPRIPL2 KCNK12 KIF21B KLF4 KLHL4 LAMP5 LINC00900 LURAP1L MAP1B MIA2 MTHFD2 NIBAN1 NID2 NPAS3 P2RX7 PCDH18 PCDH20 PCK2 PHGDH RAB31 RAB33A RBP1 RTL5 RTN3 SESN2 SETD7 SLA SLC7A11 SLC7A5 STC2 STING1 STOM TBC1D16 TM6SF1 TMC8 TPBG TRAF3IP3 TRIB3 VLDLR VMP1 WARS1 WFDC2 XPOT ZHAN_MULTIPLE_MYELOMA_CD2_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD2_DN ANXA2 AVEN BOP1 BZW2 C1orf53 CHAC2 CR2 FABP5 FAM171A1 FASN GART GJB2 GPR37 GPRC5D H1-2 HK2 HMGA1 HSPA4L JAK3 JPT1 LATS2 LDHA MB21D2 MCC MFNG MREG MRPS30 MSRB3 NEDD4 NFIA OSBPL3 PAQR6 PFKFB2 PLAAT3 POGLUT1 POLR2H POLR3G PPA1 PRICKLE2 RRAGD SORD TDO2 THEM4 TXN UCK2 USP45 ZNF593 ZHAN_MULTIPLE_MYELOMA_CD2_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_CD2_UP ADSS1 APLP2 ATP2B1-AS1 B3GALNT1 BEND5 CD27 CD79A CNPPD1 CNR1 DHTKD1 DTX1 DUSP22 DYRK2 FCRLB ITPKB LAMA2 LINC02397 LRRK2-DT MARCKS METRNL MS4A1 NAGK NF1 PAX5 PDZRN4 PHLPP2 PIK3AP1 PLPP3 PLXNB2 PNOC PRDM5 PTPRJ RCBTB2 RERE RGS13 RNGTT SDC2 SLC8A1 SORT1 SPAG4 SRC TGIF1 TNFRSF13C TNFSF8 TRAF5 VPREB3 ZNF395 ZNF608 ZHAN_MULTIPLE_MYELOMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_DN A2M AIF1 ALDH1A1 APOC1 APOE CD24 CD27 CD72 CD99 CEBPD COL1A2 CTSH CXCL12 DEFA1 DPYSL2 ELANE GLDC GP5 HHEX HNMT IGF2BP3 ITGA2B ITGB2 LCN2 LIPA LST1 LYZ MRC1 MSX1 PF4 PF4V1 PLA2G7 PRKAR2B PYGL RNASE6 S100A12 S100A9 SMPDL3A SYK TCF7 VCAM1 WNT10B ZHAN_MULTIPLE_MYELOMA_HP_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_HP_DN AGA AP1S2 APBB1IP CALHM2 CCDC167 CD52 CD86 CKS1B CST3 DEK DEPTOR DNAJC12 DOCK11 DPM3 EIF4EBP2 GAREM1 GBA1 IL27RA IRF2BP2 ITGB8-AS1 KCNN3 LHPP MSTO1 MYO1B NANOS1 NES NTAN1 OPN3 PDIA6 PKIA PLP2 PRSS16 RAPH1 RBMS1 S100A4 SGPL1 ST3GAL1 TAGLN2 TBCE TCFL5 TIMP1 TMBIM6 TMEM107 TP53BP2 TPGS2 TSEN15 WARS1 ZHAN_MULTIPLE_MYELOMA_HP_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_HP_UP AMIGO2 ATP5MG CCDC85A CCR5 CCRL2 CDV3 CNTN5 CSNK1G3 DELE1 EIF3F ELOVL7 EPB41L4A-AS1 EPHB1 F2R FCHSD2 FLI1 FRZB GBA3 GNG11 GTF2F2 IPO7 ISL2 LAG3 LAMP3 NOP53 OAS2 PAK1 PIP5K1B POLR1D RBM4 RC3H2 RIGI RPL13A RPL37 RPL7AP10 RPS17P5 RSAD2 SCAMP1-AS1 SCAPER SCYL2 SEMA4D SIDT1 SNHG7 SNORD30 THG1L TNFSF10 TRABD2A VPS51 XRCC4 ZFAS1 ZHAN_MULTIPLE_MYELOMA_LB_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_LB_DN AKNA BASP1 CAP1 CASP4 CASP4LP CCR2 CKLF DDX60 DUSP6 GTPBP1 H3C4 HIF1A IFI27 IFI35 IFI6 IFIT5 IRF1 LINC00869 LY6E LYSMD2 MAN1C1 MX2 PARP8 PSMB10 PTPRCAP RSAD2 RTP4 SEPHS1 SMAD1 STAT1 STAT2 TACC1 TMEM255A TRAF5 USP18 WIPF1 XAF1 ZC3H12C ZMIZ1 ZNF818P ZHAN_MULTIPLE_MYELOMA_LB_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_LB_UP ADAM22 ADTRP ARID5B ARNT2 ASXL2 BIK BOC C1orf226 CACNB3 CFLAR CGREF1 COL9A2 COPZ2 CSF2RB CYBRD1 EDN1 FLNB HES5 HRK ITGB1 IZUMO4 KCNJ11 LINC01088 LYPD6B MAP4K3 MAST4 MATCAP2 MBD2 NAMPT NTHL1 P2RX5 PARP15 PCGF5 PECAM1 PHACTR3 PLEKHA7 PLS1 PLXNA1 PPP1R14A RASGRP1 RELL1 SAMD3 SCUBE1 SLC39A6 SMAP2 SRGAP2 USP53 ZHAN_MULTIPLE_MYELOMA_MF_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_MF_DN AIG1 ALDH2 AMIGO2 ANKRD36BP2 APH1B ARMC2 BRSK1 CAMK1D CCDC110 CHST11 CREB3L2 DKK1 DOCK9 ENAH ENSG00000279249 ESRRG FAM3C GLCCI1 GPLD1 ITSN1 KLHL42 MOB1B MOXD1 MTDH NRG3 PDZRN4 PRKCA PTCH1 RAD17 RAPGEF2 RGCC SCAPER SEC62 SLC12A8 SLC22A15 STRBP STXBP6 SYNGR1 TMEM170B TMEM52B TNFAIP8 TRANK1 ZNF275 ZHAN_MULTIPLE_MYELOMA_MF_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_MF_UP ABHD12 ABLIM1 AGMAT APOBEC3A ARHGAP6 ARID5A ARPC1B ATP13A2 CCDC86 CD109 CDH1 CEBPD COTL1 CX3CR1 CXCL12 DEFB4A DOCK4 DPYSL2 FAM174B GPM6B GREB1 ITGB7 LCP2 MCTP1 MFAP2 MGAT5 NMU NTRK2 NUAK1 PEBP1 PYGB RASSF4 RNASE6 SETBP1-DT SFRP2 SHMT1 SLC25A20 SMARCA1 SPP1 SYNDIG1 TLR4 TMEM255A TMEM37 TMPRSS15 TRIM47 TUBB2B TYMP WHRN ZHAN_MULTIPLE_MYELOMA_MS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_MS_DN ANKRD49 APOL1 ARHGAP42 ARHGEF12 CHD2 CHD7 CLTA DHPS DPP7 EIF3J-DT FAM133A GPALPP1 HIKESHI ICAM4 ISL2 LETMD1 MAGEC1 MOB3A MRPS31 MSANTD4 MTURN NAPRT NMRAL1 NPAT OAS3 PAX5 PIF1 POLR1D PRDM5 RHOA RHOBTB3 RPS2 SEPTIN9 SLC16A6 SLC35D2 SLC35F2 SPIN3 STK24 TAF1D TKT TLR10 TMEM123 TMEM126A ZBTB26 ZDHHC14 ZHAN_MULTIPLE_MYELOMA_MS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_MS_UP AGAP1 BACE2 BEND7 BEX3 CDYL2 CLEC11A CLGN CLIC6 CST3 DSEL DSG2 DTNA FAM171A1 FGFR3 FZD2 FZD8 JAM3 KLHL13 LARP6 LOC105376805 LRP12 MAGI1 MARK1 MITF MYO10 MYRIP NAP1L3 NRIP1 NSD2 PALLD PBX1 PCSK5 PPM1H RAI2 RMST RNF32 RUNDC3B SERPINE2 SLC22A17 SNTG2-AS1 SPRY2 TCEAL2 TEAD1 TMEM176A TMEM176B TRIM58 VWA5A WWC2 ZNF503 ZNF521 ZHAN_MULTIPLE_MYELOMA_PR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_PR_DN ALCAM ANKRD44 ARHGAP18 ARID5B BAZ2B BLNK CBX7 CNTN1 CYLD DDHD2 DPYD DUSP26 EPS15 FGD4 FGF2 GAB1 JMJD1C KAT2B MAP2 MEI1 MOB3C NLK NR3C2 PATJ PAXIP1-AS2 PCDHGC3 PHF1 PLCL1 PLPP5 PPM1K PRDM2 PWWP2B RASGRP3 RGPD5 RSBN1 SATB1 SH3GLB1 SLC7A7 SMAP2 SOCS1 SYNE2 TBC1D10C TFEB TIFA TK2 TMEM167B UBE2QL1 ZBTB20 ZHX2 ZHAN_MULTIPLE_MYELOMA_PR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_PR_UP ASPM AURKA BIRC5 BUB1B CCDC34 CCNB1 CCNB2 CDK1 CENPL DEPDC1B DLGAP5 DSCC1 E2F8 EZH2 FAM72C FANCI FOXM1 GAGE1 KIF14 KPNA2 MAGEA1 MAGEA3 MCM10 MPC2 NEK2 NUF2 NUSAP1 PCLAF PRC1 PRR11 RACGAP1 RFC4 RRM2 SKA1 SLC19A1 SPC24 SPC25 TOP2A TPX2 TRIP13 TSR1 TTK TYMS UBE2C UBE2T ZWILCH ZHAN_MULTIPLE_MYELOMA_SPIKED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_SPIKED AREG AZGP1 CCN2 CCND1 CFH CRYBB1 CST6 DSC3 DUSP2 EDNRB FBLN2 FGFR3 GALNT3 GNAT1 IFI27 IFIT3 KIAA1549L LGALS3BP LTB MAL MS4A1 NEAT1 TSPAN7 TSPY1 ZHAN_MULTIPLE_MYELOMA_SUBGROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_SUBGROUPS ACO2 C1D CCT4 CDC6 CHAF1A CKS1B CSNK2B DFFA EIF2B1 EIF2S1 EWSR1 EZH2 FKBP1A FNTA MAZ MSH2 MTIF2 POLD2 PRIM1 PRKDC PSMD14 RANBP1 SNRPC SNRPD3 SUMO1 TMEM131 TYMS UBE2V2 UGP2 XRCC6 ZHAN_MULTIPLE_MYELOMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_MULTIPLE_MYELOMA_UP ABL1 ALG3 APC ARID5A ATF3 BCL7B BTF3P13 CAPN1 CARS1 CASP1 CD200 CD47 CDC34 CDKN1A COX17 COX6B1 CTSO DNASE1L1 DNMT1 ECH1 EIF3B EVI2A EWSR1 EXTL2 FARSA FOXN3 GART H1-2 H2AC8 H2BC21 H2BC6 HCP5 ILF3 KAT2A LAMC1 LSR MAPKAPK3 MASP1 MLLT3 MRPL58 MTA1 MVP NAA80 NAP1L4 NEB NKRF PFKM PHB1 PTPA PTPRK PUM3 PURA QSOX1 RBM10 RO60 SMPD1 SNORD107 SNX1 SSRP1 TSC1 UCHL1 USP4 ZNF136 ZNF76 ZHAN_V1_LATE_DIFFERENTIATION_GENES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_V1_LATE_DIFFERENTIATION_GENES_DN ADM ANP32B ARHGAP45 CKS2 CSK DDB2 DNMT1 FRZB H2AC18 H2AC8 HMGA1 MAP4K1 MRPL23 MRPS27 PTPN7 SNRPB ZHAN_V1_LATE_DIFFERENTIATION_GENES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_V1_LATE_DIFFERENTIATION_GENES_UP AMPD3 APLP2 ATP6V1B2 B4GALT1 BIRC3 CAT CST3 CXCL12 CXCR4 DEFA1 DYNLT1 FCGRT FUCA1 HSD17B8 IFNGR2 ITGA6 KIAA0513 MARCKS NAGLU NUCB2 PF4 PPBP PRCP RALY RB1 RHOA S100A4 SELENOP SPINT2 TCN2 TIAM1 TIMP2 TNFAIP3 ZHAN_V2_LATE_DIFFERENTIATION_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_V2_LATE_DIFFERENTIATION_GENES AKR1B1 ATP1B3 BARD1 BIK CAPNS1 CDK7 CDKN3 CTSS DCTN6 DDX10 EIF1 EIF4A2 EIF4B EZH2 FBP1 FPGS GLB1 H2AX H2BC8 IL2RG IRAK1 IRF1 KLF6 LGALS1 NCOA4 NCSTN NFE2L2 NR3C1 OAT PCBD1 PEX5 PIP5K1B PKM PLP2 RGS16 RTF1 SARS1 SC5D SLC2A5 SLC39A14 SRSF7 TALDO1 TRAC TWF1 WTAP ZHAN_VARIABLE_EARLY_DIFFERENTIATION_GENES_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_VARIABLE_EARLY_DIFFERENTIATION_GENES_DN ATIC ATP13A3 BCL7B BTF3P13 CCNB1 CCT5 CDK4 CNN2 COX17 DYRK1A ELF4 FBL FXR1 GATD3 GNAI2 HADHA MARK2 NAP1L1 NUP160 PPP3CB PSMC5 PSMD4 QARS1 RABIF SAFB SF3A3 SNX1 SRI TBCB TOPBP1 VDAC1 ZHAN_VARIABLE_EARLY_DIFFERENTIATION_GENES_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHAN_VARIABLE_EARLY_DIFFERENTIATION_GENES_UP AEBP1 ANXA2 AQP2 BCLAF1 BCR CD3E CTSL CUL7 FGL2 GNB3 HOXB2 OR1G1 PIK3R2 POU5F1 PTPRN WNT10B WWOX ZHENG_BOUND_BY_FOXP3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_BOUND_BY_FOXP3 ABLIM1 ABT1 ABTB2 ACTR3 ADAM19 ADAMTS6 ADD3 ADSS2 AGGF1 AGO2 AGPAT5 AGPS AHR AIM2 AKAP13 AKR1D1 AMOT AMPH ANKH ANKRD11 ANKRD28 ANKRD44 ANKRD55 ANXA1 APBB1IP AQR ARHGAP15 ARHGAP25 ARHGAP5 ARHGEF10 ARHGEF3 ARID5B ARL4A ARL6 ASXL1 ASXL2 ATP1B3 ATP2B1 ATP6V1G3 ATP8A2 ATXN7 AXL B3GNT2 BANP BCL11B BCL2 BCL6 BEND6 BICDL1 BTBD10 BTLA BZW2 C12orf4 C15orf48 C21orf91 C2CD5 C3orf38 C4orf46 CACNB4 CADM3 CADPS CAMK4 CAST CBLB CC2D2A CCDC198 CCR7 CD200 CD200R1 CD226 CD28 CD44 CD53 CD69 CD96 CDC42SE2 CDH10 CDK17 CDK19 CDKN1B CELF2 CEP97 CHD2 CHD7 CHURC1 CIPC CITED2 CLCA1 CLEC2D CMAHP CNGA1 CNOT2 CNOT6L COBLL1 COL11A1 CORIN CPE CPOX CR1L CRADD CREM CTLA4 CWC27 CX3CR1 CYTH1 CYTIP DAD1 DAPL1 DENND5A DENND6A DIPK1A DOCK10 DTX4 DUSP6 DYNLT5 E2F6 ECI2 EEF1E1 ELF1 ELK3 ELMO1 ENOX1 ENPP1 ENPP6 EOLA1 EPB41 EPS15L1 ESYT2 ETNK1 ETS1 ETV3 EVI5 EXOC2 EXOC6B EXT1 F2RL1 FAM107B FAM169BP FAM3C FAM76B FAM91A1 FAS FASLG FBLN5 FEM1C FERMT1 FLI1 FLT3 FOXP1 FRMD4B FRS2 FYB1 FYN GABRG1 GATA3 GATB GBP6 GDI2 GGTA1 GIMAP1 GIMAP4 GIMAP6 GLCCI1 GLDN GNG2 GPD2 GPHN GPR18 GPR183 GPR65 GPRIN3 GRB14 GRIA3 GRK6 GTDC1 GVINP1 HBS1L HEATR5A HECTD1 HERC3 HERPUD2 HEXIM1 HIF1A HIVEP2 HJV HK3 HMG20A IBTK ICA1 ICOS IDH1 IFI16 IFIT3 IFNAR2 IFNG IFNGR1 IFT57 IFT80 IKZF2 IL10RB IL2RA IL6ST IL7R IMPA1 INPP4B INTS9 IRF2 IRF4 ITGA6 ITM2B ITPR2 JAK1 JARID2 JMJD1C KAT6B KBTBD11 KDM3A KDSR KLF2 KLF3 KLF6 KNL1 L3MBTL3 LARS1 LATS2 LCP1 LDLRAD4 LEF1 LEPROTL1 LLPH LNX2 LRCH1 LRIG1 LRRC66 LRRC8C LSM5 LTA4H MACF1 MALT1 MAMDC2 MAN1A1 MAN1A2 MAP3K1 MAP3K5 MAP3K8 MAP4K4 MBNL1 MDFIC MDM2 MGAT5 MIR4435-2HG MLLT3 MRPL39 MRS2 MRTFA MS4A6A MS4A7 MT-ATP6 MT-ND4L MUC20 MYNN NCK2 NCOA3 NDC80 NDUFV2 NEK7 NFKBIZ NINJ2 NIPBL NOX3 NR2E3 NR4A2 NR4A3 NR5A2 NRIP1 NRP1 NSD3 NSMAF NSMCE1 NSMCE2 NT5C3A NT5E NUDCD3 NUP153 NUS1 OBI1 OPRM1 OR2V1 OSBPL8 OTULINL P2RY10 P4HA1 PAG1 PARK7 PARM1 PARP11 PARP8 PDE4B PDE7A PEBP4 PELI1 PGAP1 PGBD1 PHTF2 PIAS2 PIK3CG PIP4K2A PLCG1 POLI PPP1R3F PPP2R5C PPP3CC PRAG1 PRDM1 PRKAR2B PRKCH PRKCQ PRRG4 PSMA1 PSMD4 PSRC1 PTBP3 PTGER2 PTGER3 PTGER4 PTK2B PTPN22 PTPRC PTPRK PVT1 PYM1 RAB19 RAB3IP RAB8B RABGAP1L RAD51C RAP1A RAPGEF2 RAPGEF6 RASA3 RB1 RBBP6 RBL1 RBL2 RCBTB2 RCSD1 RDM1 REEP3 RFX3 RGS1 RGS10 RGS13 RHOH RMI2 RNF125 RP9 RPL37 RRAS2 RRM2 S1PR1 SAG SAMHD1 SAMSN1 SATB1 SBSPON SCML4 SCN8A SDR16C5 SELL SELP SESN1 SGCE SGMS1 SH2D1A SH3KBP1 SHTN1 SIK3 SLAMF1 SLAMF6 SLC23A2 SLC30A7 SLC35B3 SLC35B4 SMAD3 SMAP2 SNCA SNX14 SNX9 SOCS2 SP100 SPEF2 SPG7 SPMIP7 SPP1 SPTBN1 SRPK1 SSH2 ST6GAL1 ST6GALNAC5 ST8SIA1 ST8SIA4 STAT4 STAT5B STK10 STK17B STK24 SUMF1 SYNE2 TAF8 TASP1 TBC1D15 TBC1D30 TBC1D4 TBC1D5 TBCCD1 TCF12 TEC TENT5C TESPA1 TET3 TG TGFBR2 THADA THEMIS TLK1 TLR6 TLR8 TMCO1 TMEM222 TMEM252 TMEM64 TMEM67 TMEM71 TMSB4X TNFAIP3 TNFSF11 TNRC6B TOP2B TOX TP53INP1 TPP2 TRA2B TRAF3IP3 TRAT1 TRAV18 TRAV5 TRIB1 TRIB2 TRIM27 TRIM5 TRIM59 TSPAN13 TTC39B TTC5 TUBE1 UBAC2 UBASH3B UBE2H ULK4 URM1 USF3 USP3 USP6NL UST UTP3 UTRN VCPKMT VGLL4 VOPP1 VPS37B VPS54 VWF WDR35 WDR37 WDR45 WIPF1 XCL1 XPO4 XXYLT1 ZAP70 ZBTB1 ZBTB2 ZBTB20 ZBTB25 ZC3H12D ZC3HAV1 ZDHHC20 ZFAND6 ZFP36L2 ZFP91 ZNF175 ZNF217 ZNF429 ZNF560 ZNF608 ZNF761 ZNRF1 ZPBP2 ZHENG_FOXP3_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_DN DAPL1 GPD2 PDE3B SPTBN1 TBC1D4 ZNRF1 ZHENG_FOXP3_TARGETS_IN_THYMUS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_IN_THYMUS_DN ADIPOQ AGR2 AKR1D1 AMPH APH1A CADPS EPB41 MAP4K4 NR4A2 PRSS2 TRIM5 TUBE1 ZBED3 ZHENG_FOXP3_TARGETS_IN_THYMUS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_IN_THYMUS_UP ABT1 ABTB2 ADD3 AKAP13 ANKRD12 AP4S1 ARHGAP15 ARHGAP5 ARHGEF10 ARHGEF3 ARID5B ARL4A ARMT1 ASXL2 ATG16L1 ATP2B1 ATP6V1A B3GNT2 BLOC1S5 BTBD10 C21orf91 C2CD5 CAST CBLB CCDC32 CD28 CD69 CD84 CDK17 CDK19 CDK2 CELF2 CHD9 CITED2 CNOT2 CNOT6L CPE CPOX CXCR4 DBF4 DCTN6 DENND5A DENND6A DIPK1A DOCK10 DUSP22 ELF1 ELK3 ERRFI1 ESD ETNK1 ETS1 EVI5 EXOC6B EXT1 F2RL1 FAM3C FAM76B FAM8A1 FAM91A1 FEM1C FLI1 GALNT4 GBP2 GBP6 GDI2 GLCCI1 GPHN GPR18 GPR183 GPRIN3 HBP1 HBS1L HEATR5A HERPUD2 HIF1A HIVEP2 IBTK IDS IFI16 IFNAR2 IL7R INPP4B IPCEF1 IRF4 ITGA6 JARID2 JMJD1C KAT6B KIF3B KLF3 KLF6 L3MBTL3 LATS2 LDLRAD4 LINC-PINT LNX2 LRCH1 LRIF1 LRIG1 LTA4H MALT1 MAN1A1 MAN1A2 MAP3K1 MAP3K5 MBNL1 MDFIC MTFR1 MYO9A NAA30 NCK2 NCOA3 NEK7 NFKBIZ NR3C1 NSMCE2 NT5E NUDCD3 NUP153 OTULIN P2RY10 PAK1IP1 PARL PDE4B PELI1 PGAP1 PHTF2 PIK3R1 PIP4K2A PPP2R5C PPP3CC PSMA1 PTBP3 PTGER2 PVT1 RAB8B RABGAP1L RAPGEF6 REEP3 RFX3 RGS1 RNF125 RPL5 SAMHD1 SDCBP SEC63 SESN1 SGMS1 SIK3 SLA SLAMF1 SLAMF6 SLC25A40 SLC35B3 SLC37A3 SMC5 SOCS2 SRI SRSF2 STAT4 STAT5B STRN3 TASP1 TBC1D15 TBC1D30 TBC1D5 TCF12 TESPA1 TLR1 TMEM64 TNFAIP3 TNFSF11 TOP1 TOP2B TOX TPP2 TRAT1 TRBV11-3 TRIM34 TRIO TTC33 TTC39B TUBB4B UBAC2 VCPKMT VOPP1 VPS54 WBP4 WDR37 WNK1 ZBTB20 ZBTB25 ZC3HAV1 ZFAND6 ZFP36L2 ZKSCAN4 ZNF217 ZYG11B ZHENG_FOXP3_TARGETS_IN_T_LYMPHOCYTE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_IN_T_LYMPHOCYTE_DN ABTB2 ANKRD44 BACH2 BCL11B BCL2 CDK17 CLEC2D CMAHP CPE DIPK1A DPH5 FOXP1 GFI1 JAK1 LEF1 LPAR6 LRCH1 NIPBL NRIP1 PELI1 PRAG1 PTBP3 PTGER3 PTK2B PTPRC RAPGEF6 RCBTB2 SATB1 SCML4 ST8SIA1 STK10 SYNE2 TESPA1 TGFBR2 TRIM34 UTRN WIPF1 WNK1 ZHENG_FOXP3_TARGETS_IN_T_LYMPHOCYTE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_IN_T_LYMPHOCYTE_UP CC2D2A CENPK CPM GATA3 GPLD1 IFT57 RRAS2 SAMSN1 SGIP1 STARD6 VRK2 ZNF608 ZHENG_FOXP3_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_FOXP3_TARGETS_UP ABCB1 ARL6 CD44 CDC42SE2 COBLL1 CREM CTLA4 EEF1AKMT1 FAM107B FRMD4B ICOS IFNGR1 IKZF2 IL2RA IRF6 LRRC8C MAP3K8 NRP1 P4HA1 PRDM1 PRKCH RHOH SNX14 SNX9 TENT5C UBASH3B ZHENG_GLIOBLASTOMA_PLASTICITY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_GLIOBLASTOMA_PLASTICITY_DN ARVCF ATP8A1 BCL2L11 CADPS CAV1 CCN1 CD109 CLU CNGA2 COL4A1 COL6A2 COL9A3 CRYAB CSPG4 DCAF12L2 DDHD1 DRAXIN DZIP1 EFS EMILIN1 EMP1 EPHB1 FOSB FOSL2 ITGA5 ITGA7 KCNA6 LPAR1 LSAMP MAPT MERTK MXD4 NDRG2 NISCH PADI2 PCMTD2 PCOLCE2 PDLIM4 PGM5 PLAGL1 PPFIBP2 PRKCQ PSD2 PTGDS PVALB RAMP1 RDH5 RHOU RNASE1 SERPINH1 SLC26A2 SORL1 SYN2 THY1 TIMP3 TRIM5 TSC22D1 TST ZDHHC14 ZFP36 ZHENG_GLIOBLASTOMA_PLASTICITY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_GLIOBLASTOMA_PLASTICITY_UP A2M ACOT7 ACSL3 ADGRG6 ALDH1L1 ALS2CL ANGPT1 ANLN APLP1 ASPH ASPM ASS1 ATP9A AURKA AURKB BCAS1 BEX2 BHLHE22 BIRC5 BMPER BMPR1B BUB1 C1orf198 C4B CA3 CADM2 CAMK2D CAP1 CCN1 CCNB1 CCNB2 CCND1 CCND2 CCNF CD24 CD302 CD36 CD38 CDC20 CDC45 CDCA3 CDCA8 CDKN2A CDT1 CEBPA CENPN CENPQ CHL1 CHRDL1 CIT CITED1 CKS1B CKS2 CLDN11 CLSPN CLU CNIH2 COL4A6 CP CPLX2 CPNE8 CPPED1 CPQ CRLF1 CSDC2 CSF2RA CTNNAL1 CTNNBIP1 CTPS1 CTSV DBF4 DDX39A DECR1 DPYSL4 DUSP4 DUSP6 DUT E2F7 ECRG4 ECT2 EDNRB EFHD2 EPHB2 ETV4 ETV5 EXO1 F3 FBLN2 FBN2 FBXO32 FEN1 FIGNL1 FLOT2 FZD6 GABRB1 GCAT GNAO1 GOLM1 GPD1 GPD2 GPM6A GPR137B H4C11 HELLS HFE HIP1 HOPX HSPB8 IER3 IGFBP4 IL13RA1 INCENP JAG1 JMJD8 KIF18A KIF22 KIF23 KIF4A LHFPL2 LIG1 LMNB1 LRRFIP1 LSM12 LYN MAD2L1 MAPK1IP1L MBP MCM2 MCM3 MCM4 MCM5 MCM6 MELK METRN MFGE8 MIS18BP1 MMP15 MT2A MTHFD2 MXRA8 MYO1B NASP NAT8B NCDN NDC80 NES NRCAM NUF2 NUP107 NUPR1 NUSAP1 NXPH1 OMG OTX2 PAQR8 PCLAF PDGFRA PDPN PFKP PIK3R3 PLA2G7 PLK1 PLK4 PLLP PLPP3 POLA1 POLD1 POLE PPP2R2B PRC1 PRKAR1B PRXL2B PSD PTPRD RAB29 RAB33A RACGAP1 RAD51 RAD51AP1 RAD54L RASSF3 RBL1 RBP1 RCC1 REEP3 RFC4 RLBP1 RND3 RNF128 ROBO2 RPGRIP1 RRM1 RRM2 RTL8C SCG3 SCN1B SDC4 SDK2 SEMA3A SERPINB6 SGO2 SH3BP4 SHCBP1 SLC6A11 SLC6A6 SMC2 SMOC1 SNX18 SOCS2 SPAG5 SPARCL1 SPC25 SPP1 SPRY1 SPRY4 SPSB4 ST6GAL2 SYT4 TAGLN3 TDRD7 TESC THRSP TIMP4 TK1 TLE1 TMEFF1 TMEFF2 TMOD1 TOP2A TPX2 TRIB2 TRIM2 TRIM62 TUBA4A TUBB3 UBE2T UCHL5 UGT8 UHRF1 UNC5C UPP1 USP1 VAT1L VWA1 VWC2 VXN WNT7A ZFP28 ZNF367 ZHENG_IL22_SIGNALING_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_IL22_SIGNALING_DN ABCD2 ADGRA2 ARHGEF15 ASPM BGN C7 CCDC121 CENPI COL11A1 CSPP1 DPYSL5 EPB41L1 FADS6 FBXW2 FGF13 GHR GRIPAP1 H1-6 IL1RL1 MBTPS2 MYL10 NCOA4 OLFM4 OR5K4 PDE7B PNLIPRP2 PRTG RAB34 RACGAP1 RBMY1B SCN3A SIPA1 SLC17A1 SLC9A2 SOX6 SUV39H2 TFCP2 TRIM6 TTLL5 ZNF180 ZNF678 ZHENG_IL22_SIGNALING_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_IL22_SIGNALING_UP ALDH1L1 AMER2 APAF1 ARG1 ARRDC4 C3 CCL5 CCL8 CD14 CD38 CELSR1 CFB CFD CLDN1 CSTA CXCL6 DMKN DSC2 FREM1 FZD1 HBA2 HBB HP IL33 INHBA LILRB3 LRG1 MFSD2A MS4A6A NCMAP NECTIN4 OLR1 OXTR PF4 PFKFB3 PLAT PTX3 REG3A RETNLB RTN1 S100A8 S100A9 SAA3P SBNO2 SLC25A30 SLFN12L SLFN13 SLITRK1 SLPI STING1 STOM STXBP5L TAC1 TGM1 THBD TIFA TIMP1 TTC9 ZHENG_RESPONSE_TO_ARSENITE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_RESPONSE_TO_ARSENITE_DN ADAMTS1 CENPE IL1A INSIG1 JAK1 MMP13 MYC PHLDB2 PTPN11 SERPINB9P1 SLC44A2 TPR ZHENG_RESPONSE_TO_ARSENITE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHENG_RESPONSE_TO_ARSENITE_UP BCL2 DNAJB1 FOSL1 GCLM H2BC21 HMOX1 MT1B MT1E MT1G MT1H MT1M MT1X MT2A PEX2 TXNRD1 ZHONG_RESPONSE_TO_AZACITIDINE_AND_TSA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_RESPONSE_TO_AZACITIDINE_AND_TSA_DN ANP32B AP1G2 APOOL ARHGEF9 ATM ATRAID C14orf93 C5orf15 CCNA2 CIRBP CSTPP1 CTBS DHFR DIAPH2 ECPAS EIF2AK2 EIF2D ERP44 FAM216A GATB GOLPH3L GOSR1 H4C3 HDAC4 HDGF HMGB2 HNRNPA3 HSPBP1 ITGB3BP KAT8 KIF15 KPNB1 LRP8 LSM7 LUZP2 LYRM4 MACROD1 MAP2K6 MECP2 MOB1A MRPL58 MYF5 NDUFC1 NFIB NOP53 NUCKS1 NUDT3 OGFOD3 PAAF1 PAICS PAPOLG PDCD2 PFAS PGGT1B PMF1 PMS1 PPIE PPP2R5C RBM8A RBMX REV1 RPL13A RPL22 SH3BGRL SNHG32 SREK1IP1 SUCLG2 SUPT3H TBC1D5 TOM1L1 TRMT5 ZHONG_RESPONSE_TO_AZACITIDINE_AND_TSA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_RESPONSE_TO_AZACITIDINE_AND_TSA_UP AAMDC ABHD2 AFF4 AK1 AKAP12 AKAP17A ALPP APBB2 APOBEC3B APOLD1 ARF4 ASB6 ATF3 ATP6V0A1 ATP6V0D1 ATP6V1D BAIAP3 BMPR2 C3orf52 CARD14 CAVIN1 CD9 CDKN1A CDKN2D CDO1 CDR2L CGREF1 CLGN CLIC3 CLMN CLTB COL1A2 CSRP2 CT55 CTAG1B CTSV CYLD CYP26A1 DAZL DGKZ DNAJB2 DNMBP DPEP3 DUSP14 ECM1 EHD1 EHD4 ENO2 F11R FERMT2 FHL1 FKBP1B FLNC FUCA1 GAB2 GCH1 GDF11 GLS GOSR2 H1-2 H2AC10P H2BC5 H2BC8 HABP4 HCLS1 HDAC5 HSD17B1 HSD17B6 HSPA2 HYAL1 IFFO1 IFI30 IGF2 IL23A ILRUN INPP5F IRF7 ITCH ITPR1 JPT1 JUN KCNV2 KDELR3 KLF12 KRT12 KRT20 LAT2 LIFR LSR LUZP4 MAFB MAGEA9 MAGEB1 MAGEB2 MAGEC1 MAP1LC3B MAP2K3 MAP3K14 MAP4K1 MICA MICB MKLN1 MLEC MMP2 MOK MOSPD1 MPZL1 NEU1 NHERF1 NMT2 NNAT NOP14-AS1 NPTX1 NRGN NRIP3 NXT2 ODC1 OPTN ORMDL2 OXTR PAGE1 PARP12 PGF PIK3CD PISD PITRM1 PKP2 PLAC1 PLIN3 PLK3 PMEPA1 PRKAB2 RAPGEF2 RASGRP2 RBM34 REPS2 RGPD5 RGS9 RPA4 SBNO1 SEC61A2 SENP5 SERPINI1 SH2B3 SKIL SLC12A6 SLC6A8 SLC7A6 SMPD3 SOCS7 SPAG9 SPANXA1 SPHK1 SPTLC2 SSX1 SSX2 SSX3 SSX4 STAT3 STK10 STX3 SYNJ2 SYT11 TAF7L TDRD12 TEF TIMP1 TIMP2 TKTL1 TMEM158 TNNC2 TRIO TSC22D2 TTLL7 TUBA3C TUBB2A TUBB2B TYRO3 UPP1 VCX YKT6 ZMIZ2 ZNF222 ZNF331 ZNF571 ZNF79 ZHONG_SECRETOME_OF_LUNG_CANCER_AND_ENDOTHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_SECRETOME_OF_LUNG_CANCER_AND_ENDOTHELIUM A2M ACTB ACTC1 AHSG ALAD ALB ALDH3A1 ALDOA ANXA3 ARHGDIA BGN C2 CDH1 CFB CFL2 CLSTN1 CLU COL18A1 COL1A1 CP CTSA CTSD CTSV CTSZ CX3CL1 EEF1A2 EEF2 ENO1 FN1 GAPDH GLO1 GOT1 HMGB1 IGFBP4 IGFBP7 KCTD7 LDHA LGALS3BP MDH2 PCNA PEBP1 PHACTR4 PPIB PRDX1 PZP RAN RPL10A SDC4 SERPINB6 SERPINC1 SPP1 SRSF2 TF TKT TNXB TPI1 TPM3 TPT1 TUBA1C TUBB VCAM1 VCL VCP VIM YWHAE YWHAG YWHAZ ZHONG_SECRETOME_OF_LUNG_CANCER_AND_FIBROBLAST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_SECRETOME_OF_LUNG_CANCER_AND_FIBROBLAST ACTA2 ACTB ACTN1 ACTN4 AGRN AHSG AKR1B1 ALDOA ANXA4 APOH APP ARHGDIA ATP6AP2 BGN C2 CALR CANT1 CAPG CD81 CD9 CDH1 CDH17 CFB CHAF1A CLSTN1 CLU COL18A1 COL1A1 CP CST3 CTRB2 CTSB CTSD CTSZ CX3CL1 CYTIP DNPEP ECM1 EEF1A2 EEF2 ENO1 ENO3 ENPP2 FAM3C FN1 FUCA1 GLO1 GLOD4 GOT1 GPI GSR GSTM1 GSTO1 GSTP1 HGFAC HMGB1 HPRT1 HSP90AB1 HSP90B1 IMPA1 ITIH2 KCTD7 KRT73 KXD1 LAP3 LDHA LGALS3BP LGALS4 LMNA LXN MDH2 ME1 MSLN MSN MTAP NPC2 NPM1 NUCB1 P4HB PARK7 PEBP1 PGAM2 PGK1 PHACTR4 PKM PNP PPIC PRDX1 PRDX6 PRSS2 PSMA1 PSMA3 PSMA4 PSMA5 PSMA7 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 QSOX1 RACK1 RAN RHOA RPL10A RPL18A SDC4 SEMA3C SERPINB6 SERPINC1 SET SLK SPARC SPP1 TF TIMP2 TINAGL1 TNXB TPI1 TPT1 UBA52 VCAM1 VCL VCP WDR1 YWHAB YWHAE YWHAH YWHAQ YWHAZ ZHONG_SECRETOME_OF_LUNG_CANCER_AND_MACROPHAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHONG_SECRETOME_OF_LUNG_CANCER_AND_MACROPHAGE ACTB AGRN AKR1A1 ALDOA ANXA2 APP BGN C2 CANT1 CD81 CDC25B CDH1 CDH17 CFB CHAF1A CLSTN1 CLU COL18A1 CP CREG1 CST3 CTSA CTSB CTSD CTSH CTSV CX3CL1 CYTIP DHFR DUT ENO1 ENPP2 FDPS FN1 GOT1 GOT2 GPRASP1 GSTM1 GSTO1 HSP90AB1 IGFBP4 ITIH2 KCTD7 LDHA LGALS3BP MDH1 MDH2 MSLN NPC2 PEBP1 PGAM2 PGK1 PHACTR4 PPIB PRDX1 PRSS2 PSAT1 PSMA4 PSMA6 PSMA7 PSMB5 PSMB6 PSMB7 RACK1 RALYL RAN RPL10A SDC1 SDC4 TALDO1 TIMP2 TPI1 TPT1 TUT1 VCAM1 YWHAZ ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_24HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_24HR ALYREF ANLN ASPM BIRC5 BORA BUB1 CACYBP CCNA2 CCNB1 CCNB2 CDC20 CDCA8 CDK1 CDK2 CDKN3 CENPA CENPF CENPK CENPN CEP43 CEP55 CHAC2 CKAP2 CLN6 CMC2 COLEC12 CSE1L DCN DCTPP1 DEPDC1 DLGAP5 DNAJC9 DTYMK E2F1 E2F8 EIF2S1 EXO1 EXOSC8 EZH2 F10 FABP5 FBLN1 FBXO5 GASK1B GINS3 GPN3 H2AX H2AZ2 HAUS3 HAUS8 HMGB2 HMGB3 HMMR IFT20 JPT1 KIF11 KIF20A KIF22 KIF23 KIFC1 KNSTRN KNTC1 KPNA2 LAMB1 LBR LMNB1 LRRN4CL LXN MAD2L1 MAGOHB MCM2 MCM3 MCM7 MCM8 MDC1 MELK MTFR2 MXRA5 MYBL2 NASP NCAPH2 NEIL3 NEK2 NUF2 NUP107 NUP88 NUSAP1 ODF2 PAICS PARPBP PCNA PIMREG PLEK2 POC1A POLD1 PRC1 PTTG1 PTTG2 PTTG3P QSER1 RACGAP1 RAD54L RANBP1 RBBP8 RFC4 RFC5 RPA2 SEMA3B SMC2 SMPD4 SOD3 SPAG5 SPC25 SQOR SULF2 TDP1 TIMELESS TOP2A TOPBP1 TPRKB TRIP13 TTK UBE2C UBE2T UHRF1 USP1 WIPI1 ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_2HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_2HR BORA CENPA E2F1 LAMB1 LXN MCM5 SEMA3B ZNF462 ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_6HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_CELL_CYCLE_GENES_IN_IR_RESPONSE_6HR BRCA1 CCNA2 CDCA5 CDCA8 CDK2 CDT1 CENPA CENPK CEP55 CHAF1B CMC2 DCLRE1A DCTPP1 DEK DLGAP5 DNAJC9 DSN1 DTL DTYMK E2F1 E2F8 EXO1 EZH2 F10 FABP5 FBXO5 GASK1B GINS2 GINS3 GMNN GPN3 H2AX HAUS3 HAUS8 HMGB2 HMGB3 KIF11 KIF20A KIF22 KIFC1 KNTC1 LBR LMNB1 MAD2L1 MAGOHB MCM2 MCM3 MCM5 MCM6 MCM7 MTFR2 MYBL2 NCAPH2 NEK2 NUP88 NUSAP1 PAICS PARPBP PCLAF PIMREG POC1A QSER1 RACGAP1 RAD51 RAD54L RANBP1 RFC4 RFC5 RPA2 RTKN2 SAP30 SEMA3B SMC2 SOD3 SULF2 TIMELESS TOPBP1 TPRKB TRIP13 TTK UBE2T UHRF1 USP1 WDHD1 ZHOU_INFLAMMATORY_RESPONSE_FIMA_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_FIMA_DN ABHD10 ACACB ACKR4 ACTL6B AFF3 AJUBA AKAP14 ALOX12B ANKMY2 ANKRD39 AP4B1 APCDD1 AQP11 ARAP3 ARHGAP12 ARHGAP8 ARHGEF3 ARHGEF40 ARID4A ASCL1 ATG4B ATG4C ATP23 ATP5MC3 AURKA AVPI1 BICD1 BOLA1 BRAT1 C11orf21 C2orf74 C7orf25 C9orf40 CA10 CACNB2 CALHM2 CCDC148 CCDC85A CCDC96 CD300LB CDKN1C CDS1 CEBPA CEP19 CEP85 CHCHD4 CHD9 CITED2 CLEC2B CLPX CNKSR2 CNOT8 COL19A1 CPNE6 CPS1 CRBN CSMD2 CSTF1 CXCR4 CYBC1 CYTH4 DAB2 DBT DCP1B DEFB122 DGCR2 DGKZ DHRS9 DNAH5 DNAI1 DNM3 DNTTIP1 DOK1 DOK3 DPF3 DTWD1 ECM2 EFCAB3 EHD3 ELAVL3 ENHO ENSG00000258716 EPB41 FAM161A FAM217B FAM78A FANCE FASTKD1 FBXO32 FGD3 FGD4 FGF7 FN1 FPGT FRAT2 FRMD4A GATA2-AS1 GEMIN2 GEMIN6 GFOD1 GHSR GLT8D1 GOLGA2P5 GPAM GPR180 HEATR3 HHEX HOXA1 HOXB6 HTR4 IER5L IFFO1 IFT70B INHBB INTS10 IRAG2 IRF4 JMJD1C KAT14 KCNE3 KIAA1217 KIZ KLHL23 KREMEN1 LBHD1 LDAH LDLRAP1 LIFR-AS1 LINC00632 LIPT2-AS1 LPAR5 LPAR6 LRRC1 MAF MAP4K1 MARCHF1 MBLAC2 MBP MCHR1 MCTP2 MIS18BP1 MLYCD MRPS27 MRTFB MS4A6A MTF2 MTIF3 MUC16 MYH10 NAA16 NCKIPSD NDE1 NDRG2 NFATC3 NHSL1 NIF3L1 NINL NLRC4 NR2F6 NRXN3 NUDT12 NVL OR10H2 OR2L13 ORAI3 ORC5 OSGEPL1 OTUB2 PAGR1 PCDHGC5 PDE5A PDE6C PIMREG POLM PPFIA4 PRICKLE1 PRIMPOL PRMT9 PRPSAP1 PSTPIP1 PTH PTPRO PWWP3A RAB11FIP4 RAB40B RABGAP1L RANBP6 RASGRP3 RBSN RCBTB2 REEP1 RHOBTB2 RIN2 RIN3 RNF166 RPAP3 RPE RPUSD3 SCN7A SCN8A SDC1 SERAC1 SETDB2 SGSM2 SHC3 SHPK SIAE SLAMF6 SLC16A4 SLC20A1 SLC25A30 SLC27A6 SLC29A3 SLC5A8 SLF2 SMAD1 SMPDL3B SNX18 SPRY2 SPSB2 ST3GAL3 STEAP1 STN1 STYK1 SUFU SUSD3 TACSTD2 TAF3 TENT4B THYN1 TIGAR TIMM21 TINAG TLE3 TLR1 TLR10 TLR6 TMCC1 TMEM107 TMEM177 TNFAIP8L1 TNNI2 TRIM32 TRPM3 TSC22D1-AS1 TSHZ1 TTC23L TUBAL3 USP2 USP30 VASH2 VGLL4 VIPAS39 VSIR WDR91 WIPF1 XKR6 XPC YAE1 YPEL4 ZBED5 ZBTB14 ZC3H14 ZFP3 ZMYM3 ZNF165 ZNF362 ZNF366 ZNF395 ZNF540 ZNF555 ZNF571 ZNF605 ZNF692 ZNF718 ZNF785 ZNF843 ZNF853 ZNF962P ZHOU_INFLAMMATORY_RESPONSE_FIMA_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_FIMA_UP ABCB9 ABCC11 ABCD1P2 ABL2 ACAT1 ACOD1 ACSL1 ADAM17 ADAM3A ADCY1 ADCY10 AFF3 AFF4 AGBL1 AGBL5 AKAP1 AKAP5 ALX3 ANGPTL4 ANKRD50 ANP32D AP3B2 ARHGAP22-IT1 ARHGAP31 ARL4D ASIC1 ATP2B1 ATP2B1-AS1 ATP2B2 AXDND1 B4GALT1 B4GALT5 BAMBI BCL11A BCL2L1 BMP10 BPIFA3 BRICD5 BRINP1 BROX BTBD9 BTG2 C11orf96 C12orf50 C12orf54 C1QTNF7 C4orf33 C5orf47 CA13 CA14 CADPS CAMP CARD10 CASP3 CASQ2 CATSPERG CC2D2A CCL15 CCL18 CCL20 CCL4 CCN5 CCNA1 CCRL2 CD1B CD24P4 CD44 CD55 CD80 CD82 CD83 CDON CECR3 CEMIP CFAP251 CFAP69 CFAP91 CHRDL2 CIMAP1B CLCF1 CLDN1 CLEC4E CLINT1 CNTN4 COBL COL28A1 COL3A1 COL5A1 COMMD4 CRACR2A CREB5 CRISP3 CRYBA2 CSF1 CSF3 CTNNA2 CXCL1 CXCL10 CXCL2 CXCL3 CXCL8 CYP2C9 CYP4A11 CYP7A1 CYP8B1 CYTH3 DAZ1 DCAF8 DCST2 DDR2 DDX42 DDX49 DDX6 DENND5A DGKG DMRTA1 DNAH14 DNAJB5 DOK6 DOT1L DPYSL3 DRAM1 DRC3 DRP2 DSCAM DTX2 DYNC1I1 DYRK3 EBF3 EDA2R EDN1 EFEMP1 EGFR EHD1 ELOVL7 EMCN EMP2 ENPEP ENSG00000237870 ENSG00000260779 ENSG00000282408 EOLA1-DT EPC1 ERC1 EREG ESCO2 EVI5L F2RL2 FAAP20 FCAR FERMT2 FFAR2 FGA FGF17 FGF9 FGFR1OP2 FGFR3 FHIP1A FMN1 FNDC4 FOSL1 FOXP2 FPR2 FSCB FSCN1 FSD1L FUBP3 FUT4 FZD4 FZD7 G0S2 GABRD GAD2 GAGE1 GAL3ST4 GALNT13 GARIN3 GEM GEMIN7 GFER GIPR GLI4 GLYATL1 GNG4 GOLIM4 GPC3 GPR15LG GPR84 GREP1 GRIK2 GSK3B GTSF1L GULP1 HAGLROS HAL HAPLN1 HAS2 HBA1 HECTD2 HIPK3 HMGCLL1 HNF4G HOPX HOXA6 HOXB-AS3 HOXB1 HPN HPS4 HS3ST3B1 HSPA1A HSPA1B HTR7P1 HTRA3 ICAM1 ICOSLG IER3 IGFBP3 IGSF3 IL12B IL13RA2 IL18 IL1A IL1B IL1R1 IL23A IL6 IMPG2 IRAK2 IRF8 ITGA8 ITGA9 ITGB8 JAG1 JUN KANK1 KCNA2 KCNAB1 KDM6B KDM7A-DT KICS2 KIF1B KIF25-AS1 KIR2DL1 KITLG KLF12 KLF5 KLHL14 KLHL28 KLHL3 KLHL41 KMT2A KREMEN1 KRT36 KRT40 KRT6A KXD1 LDHAL6A LDLR LEF1 LEKR1 LIMK2 LIMS1 LINC00112 LINC00221 LINC00269 LINC00630 LINC00636 LINC01270 LINC02762 LINC02987 LIPH LITAF LRP12 LSS MACROH2A2 MAFF MAGEA5P MAGEE2 MALSU1 MAP2K3 MAP3K19 MAPK11 MARCKS MCF2L MDFIC MEIOB MFSD2A MIIP MIR124-1HG MIR22HG MIR3142HG MIR9-1HG MOB3C MORN1 MPP3 MRI1 MRS2 MS4A7 MSC MTF1 MYOG MYRFL NAMPT NAV2 NBN NBR2 NCAN NCAPD2 NCK2 NDP NEB NECAP2 NEDD4L NEFL NEMP1 NFKB1 NFKB2 NFKBIA NFKBID NHS NINJ1 NIPAL4 NKAIN3 NKX3-1 NLRP14 NME7 NOVA1 NOX4 NPAS2 NRAP NRG2 NRL NYX OGFRP1 OR51B5 OR7C1 OTUB2 OTUD7B P2RY1 P3H2 PACRG PALM2AKAP2 PAPPA PDE9A-AS1 PDGFB PDZRN3-AS1 PIF1 PIKFYVE PIM3 PKP1 PLAUR PLCXD3 PLD1 PLEKHH3 PLK1 PLK3 PLPP3 PNLIP PNLIPRP1 PNMA2 PNPLA1 PNRC1 POSTN POU3F4 POU5F1 PPP1R15A PRMT5-AS1 PRR15 PRR23E PTGS2 PTPN1 PTPN21 PTX3 PURB PXDC1 PXDN RAB39A RAB3GAP2 RAB6B RAG2 RAPGEF2 RAPGEF5 RAPH1 RASAL1 RASGEF1B RCN3 RDX REL RELA RELB REM2 RETN RGS16 RHOJ RIF1 RIPK2 RNF144B RNF19B RORA-AS1 RPS2P45 RPS6KA5 RTKN2 RUFY2 S1PR3 SAMD10 SBSPON SDC4 SEC14L4 SEMA6A SEMA6C SEPTIN7 SERPINB2 SERPINB8 SERPINE1 SEZ6 SGMS2 SGPP2 SHD SLC1A2 SLC22A23 SLC26A9 SLC28A2 SLC2A11 SLC2A6 SLC38A3 SLC6A15 SNAI1 SNN SOD3 SORBS2 SOX21 SPATA31G1 SPEF2 SPHK2 SPON1 SPP2 SRC SRGAP1 SSX4 ST7-AS1 STAT5A STBD1 STMN4 STXBP6 SVEP1 SYCE1 SYT9 TAB1 TACC3 TAFA5 TAOK2 TBC1D9 TBX5 TCTN1 TDRP TEAD2 TGFB2 TGIF2LX TIMM50 TLL2 TLNRD1 TLR2 TLR7 TMC6 TMEM217 TMEM26 TMEM67 TMLHE TMOD4 TMPRSS6 TNF TNFAIP2 TNFAIP3 TNFRSF9 TNFSF9 TNN TP53AIP1 TP53INP2 TP73 TPD52 TPSAB1 TRAF1 TRIM36 TRIP10 TRPC5 TSGA13 TSLP TTC23 TUSC8 TYRO3 UBE2FP1 UBE2G2 UNC79 USF3 USP12P1 UST-AS1 UTS2 VAV2 VCX VEGFA VWF WFDC9 WNK4 WNT5A WTAP YRDC ZC3H12A ZC3H12C ZCWPW1 ZEB2 ZHX2 ZNF131 ZNF277 ZNF286A ZNF778-DT ZNF815P ZNF876P ZHOU_INFLAMMATORY_RESPONSE_LIVE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_LIVE_DN A2M-AS1 AASDH AASDHPPT ABHD10 ACAA2 AGAP1 AGBL2 AIRIM AKAP14 ALPI ANKMY2 ANKRD39 ANP32A APEX2 ARAP3 ARHGAP12 ARHGEF40 ARL11 ARMCX6 ARV1 ASB2 ATOSA ATP1A2 AVPI1 BICD1 BLOC1S5 BMPR1A BOLA1 BRAT1 C11orf21 C1QTNF3 C21orf58 C2orf74 C7orf25 CALB1 CALHM2 CARD9 CCDC107 CCDC9B CCSAP CD300LB CD6 CDS1 CEBPA CEP44 CEP68 CEP85 CHAMP1 CHD9 CIAO1 CIPC CLPX CNOT8 CNTNAP4 COMMD3 COQ3 COQ5 COQ9 CPNE6 CRISP1 CSTF1 CTNS CXCR4 CXCR6 CXXC5 CYB5RL CYREN CYTH4 DAB2 DAG1 DAGLB DBT DCAF8 DCP1B DDI2 DDX28 DEDD2 DEF8 DEFA6 DENND10P1 DGCR2 DGKB DGKZ DHRS9 DIP2A DKK3 DNAH9 DNAI4 DNTTIP1 DOK1 DOK3 DPF3 DPH5 DUSP7 ECI2 EFNA4 EHD3 ELAPOR2 ELOF1 ENHO ENSG00000247228 ENTPD1 EXOSC4 F2RL1 FADD FAM135A FAM215A FAM220A FAM78A FANCE FBXO32 FGD4 FGF7 FHL1 FOS FRAT1 FRAT2 FRMD4A GDF10 GEMIN6 GFOD1 GIT1 GIT2 GLRX5 GLS2 GLT8D1 GNAL GPRASP2 GYG1 GYPA GZF1 HDAC9 HDGFL2 HEATR3 HENMT1 HERC2P9 HHEX HKDC1 HOXB13 HSF1 IER5L IFFO1 IFT70B IMP3 INTS10 INTS8 IQCF6 IRAG2 ITPKB KAT14 KCND1 KCNE3 KDM3A KIAA0513 KIZ KLF12 KLHDC3 KNG1 KRT18 KRT19 LBHD1 LDLRAP1 LIAS LIAT1 LINC00310 LINC01521 LINC01565 LINC02487 LIPT1 LPAR6 LSM10 LZTS2 MAGEB6 MAL MALSU1 MAPK14 MAST3 MBD4 MBLAC2 MBP MCEE MCF2 MCFD2 MELTF METTL13 METTL17 METTL23 MIEF1 MIS18BP1 MKX MLLT10 MLYCD MOAP1 MPPED2 MRM2 MRPL18 MRPL34 MRPL35 MRPL58 MRPS18B MRPS26 MRTFB MTARC1 MTERF4 MTF2 MTIF3 MZB1 NAA16 NCAPH NDRG2 NDUFV3 NFATC3 NIF3L1 NLRC4 NMNAT1 NOA1 NR0B2 NR2F6 NRG1 NTNG1 NVL OLFM3 ORAI3 ORC5 OSGEPL1 OTUB2 OXLD1 PAFAH2 PAGR1 PARP2 PCDHGA9 PDE4A PDE5A PDE6C PDE9A PDF PHF23 PIK3R1 PIMREG PIP4K2B PLA2G15 PLAAT1 PLCL2 PLIN2 PLK2 POLG2 POLR3A POLR3K POMGNT2 POP7 PRAM1 PRKD3 PRMT9 PRR12 PSTPIP1 PTPRO PWWP2B RAB40B RAB7B RANBP6 RASL12 RCBTB2 RCOR3 RDH13 REG1B RGS19 RHOBTB2 RIN3 RMND1 RNF113A RNF7 RPA1 RPUSD3 RUBCNL RWDD2A S100A7 SAMM50 SARDH SCML4 SDC1 SDR16C5 SEC14L1 SENP8 SERTAD2 SETDB2 SGK1 SHLD1 SIAE SLAMF6 SLC20A1 SLC25A29 SLC25A30 SLC25A36 SLC29A3 SLC2A1 SMIM3 SNAI3 SNAP47 SNAPC5 SNX18 SOX14 SPRY2 SPSB2 ST6GALNAC4 STARD7 STEAP1 STN1 SUFU SURF6 SYCP1 TACR2 TACSTD2 TBC1D13 TBC1D2 TBC1D24 TBCD THADA THSD4 THUMPD3 THYN1 TIGAR TIGD2 TIGD6 TIMM29 TLE3 TLR1 TLR10 TLR6 TMCC1 TMEM107 TMEM138 TMEM177 TMEM41A TMLHE TNFSF14 TNNI2 TRIAP1 TRIM32 TRIM54 TRMT61B TRPS1 TSC22D1-AS1 TSPY2 TTC9 TTI1 TUBA4A UBE2G1 UBL7-DT UBR5-DT UBR7 UPK3A USP2 USP3-AS1 VAV3 VGLL3 VGLL4 VSIR WDR53 WFDC21P XPC YAE1 YPEL4 ZBTB14 ZBTB4 ZBTB48 ZC3H14 ZDHHC24 ZFP3 ZFP64 ZNF341 ZNF362 ZNF395 ZNF420 ZNF444 ZNF549 ZNF555 ZNF785 ZHOU_INFLAMMATORY_RESPONSE_LIVE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_LIVE_UP ABCA1 ABCC11 ABL2 ACOD1 ACOT6 ACSL1 ACVR2A ADAM17 ADAM22 ADGRL3 ADM ADORA2A-AS1 AFF3 AFF4 AGBL1 AGO2 AKAP1 AKAP12 AKNAD1 ALCAM ANKHD1 ANKLE2 ANP32D ARHGAP31 ARL4D ARMC5 ATP1B1 ATP2B1 ATP2B1-AS1 ATP2B2 ATXN1 B4GALT1 B4GALT5 BAMBI BASP1 BCL11A BFSP1 BMS1P17 BPIFA3 BRICD5 BRINP1 BTBD19 BTBD9 BTG2 C11orf96 C22orf15 C5orf47 CA13 CA8 CADPS CALY CANX CATSPER2 CCDC65 CCL15 CCL20 CCL23 CCL4 CCN5 CCRL2 CD24P4 CD44 CD55 CD80 CD83 CDH15 CDON CEP350 CFAP65 CFAP69 CFLAR CFTR CGAS CIMAP1B CLCF1 CLEC4E CNKSR3 COBL COL11A1 COL26A1 COL4A1 CPEB4 CREB5 CSF3 CTBP1 CTF1 CXCL1 CXCL10 CXCL2 CXCL3 CYB5D1 CYP2C9 CYP7A1 DCAF12L1 DCAF8 DCAKD DDR2 DDX42 DEFB108B DENND5A DMRTA1 DMRTC2 DMXL2 DNAJB5 DNHD1 DOT1L DPYSL3 DRAM1 DTX2 DUSP1 DUSP2 DUSP5 DYNC1H1 DYNC1I1 DYNLT2 DYRK3 EDN1 EDNRA EGR4 EHD1 EIF5 ELOA2 ELOVL7 ENSG00000237870 EOLA1-DT EPB41 EREG ESCO2 EVI5L EYA4 F3 FAAP20 FCRL5 FERMT2 FFAR2 FGFR1OP2 FLJ13224 FNDC3B FOSL1 FOXP2 FRY FSCN1 FTX FUBP3 FUT4 G0S2 GABRA1 GARIN1A GEMIN7 GFER GH2 GIPR GNAS GPC1 GPC3 GPM6A GPR84 GRAMD1A GRIN2A GSK3B HAPLN1 HDAC4 HECTD2 HES4 HEY1 HGF HOXA6 HOXB1 HPN HPS4 HSPA1A HSPA1B ICA1L ICAM1 ICAM4 ICOSLG ID4 IER3 IGHV5-78 IL10 IL12B IL17RE IL18 IL1A IL1B IL1R1 IL23A IL6 IQCG IQCH IRAK2 IRF8 ITGB8 ITPRIP IYD JAG1 JRK KANK1 KCNAB1 KCNE4 KDM6B KDM7A-DT KICS2 KIF1B KIR2DL1 KLC2 KLF5 KLF6 KLHL14 KLHL28 KLHL3 KLHL4 KLHL41 KRT19 KRT36 KRTAP3-3 KXD1 LAMA3 LCOR LDLR LEF1-AS1 LIF LIFR LIMK2 LIN28B LINC00112 LINC00221 LINC00630 LINC00851 LINC02593 LINC02762 LINC03025 LITAF LMO3 LSS MAB21L1 MACF1 MAFF MAGEA10 MAGEA5P MAK MAP1B MAP2K3 MARCKS MBNL1 MFSD2A MIER1 MIIP MIR22HG MIR23AHG MIR3142HG MMP8 MN1 MPP3 MRI1 MSC MTF1 MYL2 MYOG NAMPT NANOS2 NBN NCAN NCF4-AS1 NCK2 NCOR2 NDP NDRG1 NECAP2 NEDD4L NEFL NFAT5 NFKB1 NFKB2 NFKBIA NFKBID NINJ1 NIPAL4 NKX3-1 NLRP14 NME7 NOTCH4 NR4A3 NRL NUDT16-DT OAF OGFRP1 OR7C1 OSM OSR2 OTUD7B P2RX7 PALLD PALM2AKAP2 PAX3 PCDH9 PCNX2 PDE2A PDGFB PDP1 PGM5 PIM3 PKM PKP1 PLA2G5 PLAGL2 PLAUR PLK3 PLPP3 PNLIP PNLIPRP1 PNRC1 PPP1R14A PPP1R15A PPP3CC PRKCD PRMT5-AS1 PSD3 PTGS2 PTPN1 PTPN11 PTX3 PURB PWWP3B PXDC1 PXDN QRICH2 RAB3GAP2 RAB6B RAG2 RAP2C RAPGEF2 RAPH1 RARRES1 RASGEF1B RCAN1 RCN3 REL RELB REM2 RGS16 RIPK2 RND3 RNF144B RNF213 RPS2P45 RSPO1 S1PR3 SDC4 SELENBP1 SEMA6A SEMA6C SEPTIN4 SERPINB2 SERPINB8 SERPINE1 SFPQ SGMS2 SGPP2 SHANK1 SHD SKAP1-AS2 SLC1A2 SLC22A23 SLC26A9 SLC28A1 SLC28A2 SLC2A11 SLC2A13 SLC2A6 SLC39A14 SLC5A1 SLC6A15 SLCO3A1 SMAD4 SMTN SNN SNTG1 SOD2 SOD3 SPAM1 SPON1 SPP2 SPSB1 SQSTM1 SRC SRGAP1 ST3GAL1 ST7-AS1 STARD8 STAT5A STBD1 STON2 SVIL SYCE1 SYDE1 SYT9 TADA3 TBC1D9 TCF7L2 TDRP TFAP2B TGIF2LX TLNRD1 TLR2 TLR7 TMC6 TMCO2 TMEM67 TMPRSS6 TNF TNFAIP2 TNFAIP3 TNFRSF9 TNFSF15 TNFSF9 TNIP1 TNIP2 TNP1 TNS1 TOB2 TP53INP2 TPD52 TPM4 TPRA1 TRAF1 TRIM36 TRIP10 TSLP TTC9 UBE2FP1 UPK2 USF3 VAPB VEGFA WDR87 WNK4 WNT5A WTAP XIRP1 YRDC ZBTB43 ZC3H12A ZC3H12C ZCWPW1 ZEB2 ZFYVE16 ZG16 ZNF131 ZNF334 ZNF778-DT ZNF876P ZHOU_INFLAMMATORY_RESPONSE_LPS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_INFLAMMATORY_RESPONSE_LPS_UP ABCC11 ABL2 ACOD1 ACOT6 ACSL1 ADAM17 ADAMTS20 ADAMTS5 ADH1B ADM ADORA2A-AS1 AFF4 AGBL1 AGBL5 AHNAK2 AIPL1 AKAP1 ALX3 ANGPTL1 ANKS6 ANP32D APCDD1L-DT AQP4 ARHGAP31 ARL4D ATP11C ATP1B4 ATP2B1 ATP2B1-AS1 ATP2B2 AXDND1 B4GALT1 BAMBI BCL11A BCL2L1 BRCA2 BRICD5 BRINP1 BTBD9 BTG2 C11orf96 C1QC C22orf15 C2orf83 C4orf33 CA13 CADPS CAMK1G CAST CATSPER2 CATSPERG CBLB CCDC65 CCL15 CCL18 CCL20 CCL23 CCL4 CCL8 CCRL2 CD44 CD55 CD80 CDC42EP4 CDH15 CDH19 CDON CEMIP CFAP65 CFAP69 CFTR CGAS CH25H CIMIP4 CLDN1 CLEC12B CNBD2 CNTLN COBL CRACR2A CREB5 CSF3 CSRNP1 CT47A11 CTNNA2 CTRB1 CXCL1 CXCL10 CXCL2 CXCL3 CXCL9 CYP2F1 CYP3A7 CYP7A1 DAZ1 DCAF8 DDR2 DDX3Y DDX42 DDX6 DENND5A DMRTA1 DMRTB1 DMRTC2 DNAI7 DNASE1L3 DRAM1 DRP2 DTX3 DUSP5 DYNC2H1 EDN1 EGFLAM-AS2 ELF3 ELOVL7 ENSG00000232995 ENSG00000241345 ENSG00000282408 EOLA1-DT EPB41 EPB41L5 EREG ERG28 ESCO2 FAM218A FCAR FCRL5 FFAR2 FGF17 FGFR1OP2 FILIP1 FOSL1 FOXP2 FRMD7 FSCN1 FUT4 FZD1 FZD4 G0S2 GEMIN7 GFER GH2 GHRHR GID8 GIPR GLYATL1 GPC3 GPLD1 GPR135 GPR84 GRIA1 GYS2 HAGLROS HAL HELZ2 HERC5 HOXB-AS3 HOXB1 HPS4 HS3ST3B1 HSPA1A HTT ICAM1 IER3 IFI44 IFIH1 IFIT1 IFIT2 IFIT3 IFNB1 IFNL1 IGF2-AS IGFBP3 IL12B IL18 IL1B IL1R1 IL23A IL27 IL6 IRAK2 IRF6 IRF7 IRF8 IRX5 ISG15 ITGA9 ITGB8 IYD JAG1 JRK KIF1B KIF25-AS1 KITLG KLF4 KLF5 KLHL14 KLHL41 KLK10 KREMEN1 KRT36 KRTAP2-2 KRTAP2-4 KXD1 LAMA3 LBX1-AS1 LDC1P LDHAL6A LEF1 LIMK2 LIMS1 LINC00221 LINC00630 LINC00837 LINC01692 LINC02028 LINC02372 LINC02762 LINC02907 LITAF MAFF MAGEA5P MAGEE2 MAP2K3 MAPK11 MAPK4 MARCKS MBD3L2 MBL1P MCF2L MFSD2A MIR3142HG MIR600HG MOB3A MORN1 MPP3 MRI1 MX2 MXRA5 MYL2 N4BP2L2 NAMPT NBN NBR2 NCOA7 NEDD4L NEFL NETO1 NEXN NFKB1 NFKB2 NINJ1 NIPAL4 NKAIN3 NKX3-1 NLRP14 NOX1 NOX4 NPAS3 NPHP3-AS1 NRAP NRL NT5C3A OAS1 OAS2 OAS3 OASL OGFRP1 OR7C1 OSM OSR2 OTUD7B OXGR1 PALM2AKAP2 PDLIM5 PDXP-DT PLAAT5 PLAUR PLPP3 PML PNLIP PNLIPRP1 PNMA2 PNMA8A PPFIA2 PPP1R15A PPP1R26-AS1 PRICKLE2-AS3 PTGS2 PTPN1 PTPN21 PTX3 PXDN PYY RAB39A RAB3B RAB6B RAPGEF2 RAPGEF5 RAPH1 RBBP6 RBM34 RCN3 RDX REL RELA RELB RIGI RIPK1 RNF144B RNF148 RNF19B RORA-AS1 RPE65 RPS2P45 RPS6KA5 RPTN RTP4 S100A7A SCGB1D1 SCN2B SDC4 SEC14L4 SEMA6A SEMA6C SERPINB2 SERPINE1 SGPP2 SHD SIAE SIK3 SLC1A2 SLC24A1 SLC25A28 SLC26A9 SLC28A1 SLC28A2 SLC2A11 SLC5A1 SLFN5 SMAD4 SNAI1 SNN SNTG1 SNTN SOCS1 SOX21 SPATS2 SPEF2 SPON1 SPSB1 SRC SRGAP1 SSTR2 ST7-AS1 STAT5A STBD1 STC2 STMN4 SULT1E1 SYCE1 SYDE1 SYT9 TBX20 TDRP TEC TGIF2LX TGM1 TIMM50 TLR2 TLR7 TM4SF18 TMEM35A TMEM67 TMPRSS6 TNF TNFAIP2 TNFSF9 TP53INP2 TP73 TPD52 TPSD1 TRIM36 TRIP10 TSLP TTC9 UBE2FP1 UPB1 UPK2 USF3 USP12P1 USP18 VCX VWF WNK4 WNT5A WTAP ZBTB10 ZC3H12A ZC3H12C ZC3HAV1 ZFX ZNF471 ZNF815P ZNF876P ZNFX1 ZHOU_PANCREATIC_BETA_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_PANCREATIC_BETA_CELL FOXA1 FOXO1 HNF1A HNF4A ISL1 MAFA NEUROD1 NKX2-2 NKX6-1 PAX6 PDX1 ZHOU_PANCREATIC_ENDOCRINE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_PANCREATIC_ENDOCRINE_PROGENITOR ARX ISL1 MAFA MAFB MLXIPL MYT1 NEUROD1 NEUROG3 NKX2-2 NKX6-1 PAX4 PAX6 POU3F4 VDR ZHOU_PANCREATIC_EXOCRINE_PROGENITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_PANCREATIC_EXOCRINE_PROGENITOR FOXA2 HHEX HNF1B HNF4A MNX1 NR5A2 ONECUT1 PDX1 PROX1 PTF1A SOX9 ZHOU_TNF_SIGNALING_30MIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_TNF_SIGNALING_30MIN ATF4 ATP5MC2 CCN1 CD5 CDC123 CLIC1 COPS2 CTNNB1 CXCL1 DDX56 DUSP1 EEF2 EGR1 ERGIC3 HDLBP HMGA1 HNRNPU HSPB1 IER2 IFI27 IGFBP5 JUNB KALRN KLF10 KRT14 MAP2K1 MCM7 MRPL36 NDUFA13 NFKBIA PATJ PDIA3P1 PHB1 PIR PLP2 PPP2R1A PRDX2 PRDX5 PSMB7 PTGS2 PTMS RPL10 SF3B2 SIGMAR1 SLC39A1 TAGLN2 TMF1 TNFAIP3 TRAP1 TUBA4A TUBB4B ZHOU_TNF_SIGNALING_4HR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHOU_TNF_SIGNALING_4HR ACLY CCL2 CCN1 CCNC CD59 CDC34 CMPK1 CXCL1 DROSHA EBP EEF2 ELOVL5 FAM50A FBN1 GADD45A GDI2 GINS2 IL32 ITGB2 KALRN KEL KIT MAN2A1 MYL12A MYL6 NCL NFKB1 NFKBIA OAZ1 PCMT1 PLP2 PPP1R10 PRDX1 PRELID3B PSMB7 PSMB8 PTGES RPL10 RPL27A RPS23 RPS8 SEM1 SF3A3 SNX12 SOD2 TGFBR3 TNIP1 TPR TSPAN3 TUBA4A ZHU_CMV_24_HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_24_HR_DN ABL1 ACKR3 ACO1 ACTA2 ACTG1 ADM ADRA2A AHR AKR1C1 ANPEP ANXA1 BCL2 C1R C7orf50 CCND1 CD151 CDH11 CFD CHN1 CNN2 COL1A1 COL1A2 COL3A1 COL5A2 COL6A2 CRHBP CXCL12 CYP1B1 DDR2 EFEMP1 EPO F7 FKBP10 FLNA FTL GAS1 GPX1 HIVEP2 HSD17B2 ID2 IGF1R IGF2 IGFBP3 IGFBP5 LAMA4 LAMB2 LOX MATK MBL2 MITF MN1 MYLK NFIC NR3C1 PABPC1 PAFAH1B1 PDGFRA POSTN PTGIS PTPN13 PYCR1 RAB13 RUNX1 SERPINB6 SERPINE1 SGCG SULT1E1 TAGLN TENT5A TFAP4 TGFBR3 THBS1 THBS2 TIMP3 TMEM198B TNFRSF1A TNNI3 TPM2 TPM4 TRAM2 UBL4A VCAN WEE1 XPC ZHU_CMV_24_HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_24_HR_UP ALAS1 ATP6V1C1 BCL7B CD55 CSE1L EGR1 EIF1AX EIF4A1 EIF4E EIF5 EMP2 ENO1 ENO2 FGFR1 GAL GBP1 GCH1 GGCX GORASP2 GRPEL1 HLA-E HSPA1A HSPE1 IDH3A IFI27 IFI6 IFITM1 IL11 IL7R IMPA1 IRF1 ISG15 KDM5C LATS2 LIG4 MANF MARK2 MLLT11 MX1 NAA30 NAMPT NFKB1 NFKBIA NPM1 NR4A1 NUBP1 NUP93 OAS1 PDP1 PFKP PIM1 PLA2G4A PNP POLR2K PSMA2 PSMA3 PSMA6 PSMB2 PSMC1 PSMD2 PSMD6 RAB2B RANBP1 RB1 REC8 SAR1A SCARB2 SLC39A14 SNRPA1 SNRPB2 SRF SRSF7 SSR1 STIP1 SYNGR2 TAP1 TFPI2 TRIM21 TRIM22 TUBA4A TUBB2A UBE2S ZHU_CMV_8_HR_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_8_HR_DN AARS1 ACO1 ACVR2A ADH1B ADM ADRA2A AHR AKR1C1 ANAPC1 ANP32A APOE AR BMP4 CDC25B CEBPD DDIT4 ENG ERCC5 FBLN1 FGF7 GAS1 HNMT ID2 IGF1R IGFBP2 IL6ST ITSN1 LMNA MAPK14 MARCKS MMP1 MN1 MYH9 NR2F2 NR3C1 RALGDS RBMS1 RUNX1 TCF7L2 TFAP2A TFAP4 TGFBR3 TMEM198B TNFRSF1A TP53BP1 USP4 WEE1 ZCCHC9 ZFP36L1 ZNF521 ZHU_CMV_8_HR_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_8_HR_UP ALAS1 ATF5 BCL7B BRCA2 CCL5 CD55 CXCL10 DNAJA1 EGR1 GBP1 GCH1 GTF2B H2AC18 HLA-E IDO1 IFI6 IFITM1 IFNB1 IL11 IL6 IRF2 ISG15 LGMN MSX1 MX1 MX2 NAMPT NR4A1 NR4A3 OAS1 OAS2 PLA2G4A PML PSMB8 PTGS2 RIPK1 SLC39A14 SP100 TNFAIP3 TRIM21 WARS1 ZHU_CMV_ALL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_ALL_DN AARS1 ABL1 ACKR3 ACO1 ACTA2 ACTG1 ACVR2A ADH1B ADM ADRA2A AHR AKR1C1 ANAPC1 ANP32A ANPEP ANXA1 APOE AR BCL2 BMP4 C1R C7orf50 CCND1 CD151 CDC25B CDH11 CEBPD CFD CFHR1 CHN1 CNN2 COL1A1 COL1A2 COL3A1 COL5A2 COL6A2 CRHBP CXCL12 CYP1B1 DDIT4 DDR2 EFEMP1 ENG EPO ERCC5 F7 FBLN1 FGF7 FKBP10 FLNA FTL GAS1 GPX1 HIVEP2 HNMT HSD17B2 ID2 IGF1R IGF2 IGFBP2 IGFBP3 IGFBP5 IL6ST ITSN1 LAMA4 LAMB2 LMNA LOX MAPK14 MARCKS MATK MBL2 MITF MMP1 MN1 MYH9 MYLK NFIC NR2F2 NR3C1 PABPC1 PAFAH1B1 PDGFRA POSTN PTGIS PTPN13 PYCR1 RAB13 RALGDS RBMS1 RUNX1 SERPINB6 SERPINE1 SGCG SULT1E1 TAGLN TCF7L2 TENT5A TFAP2A TFAP4 TGFBR3 THBS1 THBS2 TIMP3 TMEM198B TNFRSF1A TNNI3 TP53BP1 TPM2 TPM4 TRAM2 UBL4A USP4 VCAN WEE1 XPC ZCCHC9 ZFP36L1 ZNF521 ZHU_CMV_ALL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_CMV_ALL_UP ALAS1 ATF5 ATP6V1C1 BCL7B BRCA2 CCL5 CD55 CSE1L CXCL10 DNAJA1 EGR1 EIF1AX EIF4A1 EIF4E EIF5 EMP2 ENO1 ENO2 FGFR1 GAL GBP1 GCH1 GGCX GORASP2 GRPEL1 GTF2B H2AC18 HLA-E HSPA1A HSPE1 IDH3A IDO1 IFI27 IFI6 IFITM1 IFNB1 IL11 IL6 IL7R IMPA1 IRF1 IRF2 ISG15 ITGA8 KDM5C LATS2 LGMN LIG4 MANF MARK2 MLLT11 MSX1 MX1 MX2 NAA30 NAMPT NFKB1 NFKBIA NPM1 NR4A1 NR4A3 NUBP1 NUP93 OAS1 OAS2 PDP1 PFKP PIM1 PLA2G4A PML PNP POLR2K PSMA2 PSMA3 PSMA6 PSMB2 PSMB8 PSMC1 PSMD2 PSMD6 PTGS2 RAB2B RANBP1 RB1 REC8 RIPK1 SAR1A SCARB2 SLC39A14 SLC7A5 SNRPA1 SNRPB2 SP100 SRF SRSF7 SSR1 STIP1 SYNGR2 TAP1 TFPI2 TNFAIP3 TRIM21 TRIM22 TUBA4A TUBB2A UBE2S WARS1 ZHU_SKIL_TARGETS_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_SKIL_TARGETS_DN BIRC5 CCNA2 CCND3 CCNE2 CDKN2C EMP1 MYO18A TGFBR3 TJP2 ZHU_SKIL_TARGETS_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZHU_SKIL_TARGETS_UP CCNG2 CDKN1A DCN DENND2B ECM2 EGFR ENPP2 FN1 GADD45A HYOU1 IGFBP1 ITGA2 JUNB MMP16 PLAU PPP1R15A RHOQ SEL1L SERPINE1 VEGFA ZIRN_TRETINOIN_RESPONSE_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIRN_TRETINOIN_RESPONSE_DN ABI3BP C3AR1 CLTC GREM1 P2RY2 PFN1 ZIRN_TRETINOIN_RESPONSE_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIRN_TRETINOIN_RESPONSE_UP AKAP12 CCL2 CCN2 DHRS3 IQCK LAMA4 NID2 PLAAT4 PLAUR PLGLB1 PLK2 RARB RARG SLC38A2 SLCO2A1 TAL1 THSD4 TINCR VGLL3 VMP1 ZIRN_TRETINOIN_RESPONSE_WT1_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIRN_TRETINOIN_RESPONSE_WT1_DN AQP1 ECE1 KRBOX4 SCAF11 TLR5 TYSND1 ZIRN_TRETINOIN_RESPONSE_WT1_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZIRN_TRETINOIN_RESPONSE_WT1_UP AKAP12 CAPN7 CLDN11 COTL1 DHRS3 DLC1 ETV1 GDE1 IGFBP3 IGFBP6 ITGA1 KANSL3 KIT LRRC32 NAV2 PDGFRA PLAUR RARB RARRES1 SMAD3 SNX8 TAL1 ZNF133 ZWANG_CLASS_1_TRANSIENTLY_INDUCED_BY_EGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_CLASS_1_TRANSIENTLY_INDUCED_BY_EGF ABHD2 ABL2 ABRAXAS2 ACAN ACKR3 ACOT4 ACOX3 ACTBL2 ADAM17 ADAMTS1 ADAMTS15 ADAMTS6 ADAMTSL2 ADRB2 AFDN AFF4 AGO2 AGO4 AGTR2 AHCTF1 AHR AKAP12 AKAP13 AKIRIN1 AMOTL2 ANGPTL4 ANKRD12 ANKRD13A ANKRD28 ANOS1 AQP3 ARAP2 AREG ARFGAP3 ARHGAP21 ARHGAP23 ARHGAP6 ARHGEF2 ARHGEF3 ARID5B ARL13B ARL15 ARL4C ARL8A ARPP19 ARSI ATF1 ATG101 ATL1 ATP2C2 ATP6V0A1 ATP9A AVPI1 AXIN1 B3GNT2 B4GALT4 BACH1 BBS10 BBS9 BCAR1 BCAR3 BCL10 BCL2L1 BCOR BEND7 BEST2 BIRC2 BMAL1 BMP2K BNC1 BTG1 C10orf120 CAB39 CACNG2 CALD1 CAMK2D CBLB CBX4 CCDC68 CCN1 CCNA1 CCNL2 CCNT1 CCT6A CD244 CD274 CDCP1 CDK17 CDK2AP1 CDV3 CEBPG CEP290 CHD1 CHST15 CIBAR1P2 CIMIP4 CITED4 CLDN12 CNN2 CNN3 COL4A1 COL4A6 COQ10B COX6CP4 CPNE8 CREBZF CRIM1 CRYBG2 CSGALNACT2P1 CSRNP2 CSRP1 CTBP2 CTSH CYTH1 DAAM1 DAPK3 DCAF4 DDIT4 DDX55 DDX59 DENND2C DGKD DIPK1A DIPK2A DKC1 DLX2 DNAAF9 DNM1P47 DOCK5 DOP1A DST DUSP10 DUSP4 DUSP7 DYRK1B EDN2 EEF1A1 EEF2K EFNB2 EGR2 EHD1 EHD4 EIF5 EIF5A2 ELOVL7 ENO2 ENSG00000238485 ENTPD7 EPGN ERC2-IT1 EREG ERVK-28 EXT1 FABP3P2 FAM210A FAM83G FBXL3 FBXO31 FBXO33 FHIP1A FHL2 FILIP1L FMN1 FNBP1L FOSL1 FOXC1 FOXD1 FOXN2 FRMD8 FST GABRQ GADD45A GADD45B GAPT GASAL1 GBP1 GBP3 GCLC GDF3 GHSR GLRA2 GPC2 GPRC5A GPRC5B GPRC6A GRAMD2B GRK6 GRM4 H2AC1 H4C4 HAP1 HAS2 HERC3 HIF1A HIPK3 HLA-DOA HOMER1 HSH2D HUNK HYCC1 ID1 IER2 IER5 IFFO2 IFIT5 IL1R1 IL20 IL6R IL6ST ING2 INSIG2 IRF1 IRF2BP2 IRS2 IRX3 IRX5 ITGB1 ITGB6 ITGB8 ITPKC ITPRID2 JAG2 JARID2 JUN JUND KBTBD2 KBTBD4 KCNE1 KCNH4 KCNJ15 KCTD10 KCTD9 KCTD9P3 KIAA0513 KIAA1217 KLF6 KLF7 KLHL21 KRT16 L1TD1 LAMA3 LAMB3 LAMC2 LBH LDHAL6A LDLR LEKR1 LIF LINC-PINT LINC00115 LINC00319 LINC01106 LINC01341 LINS1 LIPG LMAN1L LRCH1 LRIG2 LRRC4 LRRC8A LRRC8C LRRFIP1 LTA LTO1 LY6G6C LYN LYPD5 LYST MACIR MAGI1 MAK16 MAP2K3 MAP3K14 MAPK6 MARS2 MAT2A MATN2 MBLAC2 MEF2D MEG8 MET MFSD6 MGAM MIDN MIGA1 MIR100 MIR17 MIR221 MIR23AHG MIR503HG MNT MOCS3 MPRIP MYC MYD88 MYO1E MYO5B NABP1 NEDD4 NEDD4L NEDD9 NEK7 NFAT5 NIPAL1 NLRP4 NOC3L NOCT NPHP3 NRIP1 NRP1 NT5DC3 NUFIP1 NUMBL NXT1 OPTC OR10G7 OR4F15 OSBPL2 OSBPL3 OSR2 OTX2 OXSR1 OXTR PABPC1P2 PALLD PALM2AKAP2 PARD6B PARM1 PARP12 PARP14 PCDH7 PCID2 PDCD1LG2 PDLIM5 PDP2 PGM2L1 PHACTR3 PHLDA2 PIM1 PIM3 PIP PIP5K1A PIP5K1P1 PITX3 PLAU PLCXD3 PLK3 PMAIP1 PNPLA8 POU5F1B PPAT PPP1R2 PRKAG2 PRKCH PRSS22 PSCA PSORS1C1 PTGER2 PTGER4 PTGER4P2 PTK2B PTMS PTP4A1P7 PTPN1 PTPRE PTX3 PVR RAB39B RAB6A RAB8B RAPGEF5 RASSF5 RASSF8 RASSF9 RB1 RBAK RBMS1P1 RCAN3 REEP3 RGMB RHOB RHPN1-AS1 RHPN2 RIGI RIPPLY1 RN7SKP296 RN7SL854P RNA5-8SP4 RNA5SP156 RNA5SP323 RNASE8 RNF19A RNF19B RNF212 RNF217 RNF25 RNH1 RNU1-72P RNU6-1274P RNU6-251P RNU6-278P RNU6-411P RNU6-433P RNU6-461P RNU6-643P RNU6-799P RNU6-837P RNU6-851P RNU6-926P RNU6-957P RNU6-959P RNY3P7 RPL7L1P19 RPS4Y1 RPS6KA3 RPS6KA5 RPS8 RUSC2 S100A16 S1PR3 SAT1 SCARNA15 SCHIP1 SDC4 SDCBP2 SDE2 SDR16C5 SEMA7A SEPTIN10 SERPINB2 SERPINB4 SERPINB8 SERPINC1 SERTAD1 SGK1 SGMS1 SGTB SH3BP5 SH3RF1 SH3TC1 SHB SHISA3 SHISA6 SHROOM3 SINHCAF SIPA1L2 SKIL SLC12A7 SLC19A2 SLC25A16 SLC25A25 SLC26A2 SLC36A2 SLC38A2 SLC6A5 SLC7A14 SLK SLPI SMAD3 SMCO3 SMOX SNAI2 SNAPC1 SNORA70 SNORD116-4 SOCS2 SOCS5 SOCS6 SOX9 SPAG5 SPINK14 SPRY2 SPRY4 SRD5A2 SRF SRGAP1 SSBP2 ST3GAL1 STAMBPL1 STK17A STK17B STK31 STK40 SULF1 SUN1 SYBU SYNJ2 TAF2 TAF5L TAFA2 TBC1D2 TBC1D8 TBPL2 TCAF1 TCAF2 TEX36 TFAP2C TGFA TGFB2 THBS1 TIAM1 TLR2 TM4SF1 TMEM117 TMEM131L TMEM40 TNC TNFAIP1 TOLLIP TOMM34 TPBG TPM4 TPTE2P3 TRAF6 TRIM16 TRIM39 TRIM50 TSC22D1 TSLP TUFT1 UBE2H UBE3A URGCP USP11 USP12 USP12P1 USP38 USP6NL VCL VEGFA VEGFC VWA5B2 WDR1 WDR35 WDR75 WRN WTAP XCL1 XCL2 ZFAND5 ZFP1 ZFP36 ZFP36L2 ZNF2 ZNF217 ZNF281 ZNF536 ZNF557 ZNF57 ZNF800 ZWANG_CLASS_2_TRANSIENTLY_INDUCED_BY_EGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_CLASS_2_TRANSIENTLY_INDUCED_BY_EGF ANXA2P3 ARHGAP29 ARL14 BLID CCN2 CCNJ CDC42EP2 CHIC2 CITED2 CLCF1 CLIC3 CLK1 DZIP1L EGR1 EGR3 ENC1 ERRFI1 F3 FHDC1 FSTL1 GFPT2 GLIPR1 GLS HOXB8 HOXC13 HS3ST1 HSPA8 IL7 INHBA JAM2 KIR2DL4 KLF10 KLF5 KRTAP2-4 LIFR LMNTD1 LY6G6C NAB2 OSR1 PAX9 PRXL2C PTHLH PXDC1 RGCC RNF24 RNU6-957P RNVU1-15 RNVU1-19 SMAP1 SPHK1 SPOCD1 TAF1D TAGLN ZNF189 ZWANG_CLASS_3_TRANSIENTLY_INDUCED_BY_EGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_CLASS_3_TRANSIENTLY_INDUCED_BY_EGF ADAMTS9 ADGRF4 ADM AFF1 ANO6 APOBEC3B ARHGAP42 ARL5B ASAP2 ATF3 ATXN1 B3GNT5 BCL3 BHLHE40 BIRC3 BLZF1 BTBD3 C3orf52 CAMSAP1 CASP9 CAVIN2 CCDC71L CCL20 CCNL1 CD55 CEBPD CEMIP2 CHMP1B CLDN1 CLDN4 CLDND1 COBL CPEB2 CRIP2 CSNK1E CSRNP1 CXCL1 CXCL2 CXCL8 DBP DCUN1D3 DENND3 DLC1 DMBT1 DNMBP DPP4 DUSP1 DUSP14 DUSP5 EDN1 EIF2AK3 ELF3 ELL2 EMP1 EPHA2 ERVK-28 ETS1 ETS2 EZR F2RL1 FAM83B FBXL2 FERMT2 FKBP5 FNDC3A FOS FOSB FOSL2 FOXA1 FRMD4B FRMD6 GABPB1 GALNT7 GATA6 GEM GPCPD1 GSE1 HBEGF HES1 HIVEP2 HOXA1 HRH1 IER3 IFNE IGF1R IL1A IL1B IL1RAP IL1RN IL6 IPPK IRF2BPL ITGA2 ITPRIP JAG1 JOSD1 JUNB KDM6B KIAA0040 KLF13 KLF16 KLF3 KLF4 KLK6 KRT12 LATS2 LINC00842 LMO7 LRATD2 MACC1 MAFF MAFK MAP3K8 MBNL2 MBP MCL1 METRNL MIR106B MIR23AHG MMP19 MOSMO MTF1 MTM1 MYADM MYPN NAB1 NAP1L1 NCEH1 NCL NCOA7 NDRG1 NFKB1 NFKB2 NFKBIZ NR4A1 NR4A2 NR4A3 NRG1 NUMBL OCLNP1 OLR1 OTUD1 PANX1 PDP1 PELI1 PER1 PER2 PFKFB3 PHLDB2 PLAC8 PLAUR PLK2 PLPP3 PPFIBP1 PPP1R14C PPP1R15A PPP1R3B PPTC7 PROS1 PSD3 PTGS2 PTP4A1 PURB PYGM RAP2B RAPGEF2 RASA2 RBMS1 RCAN1 RGS2 RGS21 RIMKLB RIMKLBP1 RIPK4 RN7SL368P RN7SL472P RN7SL600P RN7SL636P RN7SL815P RND3 RNU6-212P RNU6-74P RNU6-767P RORA RPUSD2 RUNX1 SBNO2 SEMA3A SEMA3C SERPINE1 SERTAD2 SGMS2 SH3BP4 SIK1 SLC20A1 SLC20A2 SLC22A13 SLC2A1 SMAD7 SNRK SOCS3 SOWAHC STEAP4 STK38L STX11 SYT12 TACSTD2 TFRC TGIF1 TIPARP TJP1 TJP2 TLE3 TMEM67 TNFAIP3 TOB1 TP63 TRIB1 TXNRD1 UGCG VGLL3 VMP1 VSNL1 VTRNA1-3 WEE1 WWC1 ZBTB38 ZC3H12A ZC3H12C ZFP36L1 ZNF202 ZSWIM6 ZWANG_DOWN_BY_2ND_EGF_PULSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_DOWN_BY_2ND_EGF_PULSE ADGRB3 AGAP4 ALOX12P2 ANKRD20A1 ANKRD20A21P ANKRD36B ANKZF1 ARL17A ARL4A ARMC12 ARMCX6 ARRDC3 ASPA BCL6 BCRP8 BORA BPIFA4P BRD8 BTG2 BTNL3 C11orf54 C17orf80 C6orf163 CARF CATSPER2 CCDC136 CCDC150 CCDC7 CCDC85C CCNF CDCA2 CDCA8 CDKN1B CDKN2C CENPL CEP43 CEP85 CES3 CIART CPEB3 CSAD CTSK CYP1A1 CYP2R1 CYTH2 DCLRE1A DCLRE1C DEPDC1 DEPDC7 DET1 DIPK1C DISP1 DLEU2 DNAJA1P5 DNAJB7 DNMT3B DPH5 DPY19L2P2 DRD5 E2F8 EAF2 ENSG00000238764 ENSG00000283403 ENSG00000291065 EPCAM EPM2AIP1 F8 FAM156A FAM217B FAM219B FAM226B FAM227A FAM27E3 FAM43A FAM72C FBXL8 FBXW7 FCER1A FIGN FNDC8 FZD4 GADD45G GALNT16 GAS2L3 GAS5 GAS6-AS1 GLIDR GMPPB GOLGA2P10 GPAM GTF2IRD2 GTSE1 GUSBP11 GVQW3 H2AC17 H2BC15 H2BC2P H2BC7 H2BP1 H3C6 HDHD3 HILPDA HINFP HMGB2 HSD17B7 HSP90B2P HYLS1 ID3 IFI44 IFRD1 INVS JPX KCNQ4 KCTD7 KIF18A KIF18B KIF5A KRBOX4 LBHD1 LERFS LIMD1-AS1 LINC00174 LINC00487 LINC01409 LINC01783 LINC02210 LINC03006 LIPT2-AS1 LRIT1 LRRC37A LRRC37B LSP1 LYRM9 MEPCE MFSD9 MIR646HG MKKS MORN4 MT-ND4 MTMR11 MTND5P10 MTRFR MTX3 NAP1L4 NAPB NCR2 NDUFAF5 NMRAL2P NPPA OR1H1P OR2D3 OR2T34 OR52H1 OR5B3 OR7C2 OR7E106P PCLAF PDIK1L PDK4 PER3 PEX11A PGAP1 PGF PIK3C2B PIK3IP1 PLAG1 PLEKHF1 PLEKHF2 PLIN4 PM20D1-AS1 PNPLA3 POC5 POLH POLR1HASP PPIL3 PPM1D PRSS37 PSRC1 PTPN20 PUM1 PVRIG RAD52 RASL11B RBM14 RBM4B RCOR3 RECK REV1 RN7SKP143 RN7SL166P RN7SL169P RN7SL468P RN7SL513P RN7SL832P RNA5SP129 RNA5SP151 RNA5SP195 RNA5SP62 RNPC3P1 RNU1-141P RNU4-35P RNU4-74P RNU4-89P RNU6-1054P RNU6-190P RNU6-72P RNY1P9 RPL21P53 RPL31P28 RPL7L1P4 RPS29 RSPO2 RSRP1 SAXO4 SAXO5 SEM1 SEMA6D SENP8 SESN1 SESN2 SKA1 SLC26A7 SLC38A11 SLC5A12 SLX4 SMG9 SNORA46 SNORA72 SNORA74C-1 SNORD116-19 SNORD59A SNORD7 SNURFL SPATA33 SPIN3 STAG3L1 STAG3L4 STARD7-AS1 STC2 SUV39H1 SYNRG TAS2R31 TCEANC2 TET1 TIGD1 TIGD6 TMEM230 TMEM89 TMTC4 TOB2P1 TP53INP1 TP53TG1 TRIM31 TRIM51CP TRIM59 TROAP TSC22D3 TTC38 TUBD1 U8 UQCC1 USP28 VAMP1 VAV3 VN2R1P VWDE WDR89 WNK1 XNDC1N ZBTB3 ZBTB7B ZC3H8 ZFP62 ZKSCAN5 ZNF107 ZNF117 ZNF138 ZNF181 ZNF225 ZNF280D ZNF283 ZNF287 ZNF30 ZNF302 ZNF33A ZNF354B ZNF37A ZNF429 ZNF431 ZNF436-AS1 ZNF440 ZNF441 ZNF454 ZNF470 ZNF483 ZNF493 ZNF510 ZNF526 ZNF564 ZNF587 ZNF589 ZNF630 ZNF646 ZNF658 ZNF678 ZNF684 ZNF687 ZNF714 ZNF717 ZNF721 ZNF724 ZNF732 ZNF738 ZNF740 ZNF767P ZNF780B ZNF79 ZNF792 ZNF805 ZNF875 ZSCAN22 ZWANG_EGF_INTERVAL_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_EGF_INTERVAL_DN AATK ABHD8 ABTB2 ACAP1 AGFG2 AHNAK2 AKAP13 AKAP9 ANKRD11 AP4M1 AR ARHGAP24 ARHGEF37 ARL14 ARMC7 ARRDC2 ARSA ATOH7 ATOSA BCAR3 BCL9 BMP4 BTG1 C1orf210 CA2 CA5B CASZ1 CCDC181 CCNL1 CD248 CDC42BPG CDC42EP4 CDIP1 CDK9 CEBPB CEP68 CFAP69 CHRNA7 CITED4 CLDN7 CLN3 CORO6 CPEB3 CRACR2A CXCR2 CXXC5 CYB5D2 DAAM1 DAB2IP DAPK1 DAPK3 DELE1 DKK1 DUSP10 EHF EIF3A EIF4A1 ELF3 EMP2 ENSG00000238326 ETFDH FAM131B FBXO2 FGD4 FNBP1L FTH1P4 FTHL17 FTMT FYB1 GABARAP GABBR1 GABRB1 GIGYF1 GJB3 GLRX GRB7 HCFC1R1 HCP5 HES1 HFE HIGD2A HOXA-AS2 HOXA1 HOXA5 IFIT1 IFT172 IKZF5 INAVA ING4 IRF1 IRF2BPL IRX3 JADE2 JAG2 JMY JUNB KAT6B KCNS3 KCTD11 KDM5B KIAA1191 KLF10 KLF3 KLF8 KLF9 KLK10 KRT12 LAMA5 LARGE2 LINC01126 LLGL2 LRCH2 LY6E MADD MAP3K12 MARCHF9 MATN2 MBP MED28 METTL23 MINDY1 MMP28 MRTFA MT-CYB MXD3 MXI1 MXRA7 NDUFAF3 NDUFS7 NDUFS8 NINJ1 NOB1 NOS2 NUDT2 OR10R3P OSBPL7 OSR1 OVOL2 PAPPA-AS1 PARD6B PDLIM4 PHACTR3 PHLDB1 PIH1D2 PIK3R1 PLAAT4 PLAU PLD1 PLEKHA7 PLEKHH3 PNPO PPDPF PRKCD PSCA PSEN2 PTTG3P PYCARD RAB25 RALGDS RBMS1P1 REEP4 RETREG3 RHOB RHOD RING1 RIPK4 RN7SKP129 RN7SKP161 RN7SKP231 RN7SKP250 RN7SKP71 RN7SL368P RN7SL516P RNA5SP172 RNA5SP403 RNA5SP440 RNASE7 RNF141 RNF44 RNU4-2 RNU4-53P RNU6-600P RNU6-647P RNU6-702P RNU6-878P RPAIN RPL10P3 RPL12 RPS6KA5 RTKN SAMSN1 SCAPER SELENOM SERPINE1 SFT2D3 SIN3A SLPI SNAI2 SNORA70 SNORD56B SOX4 SOX7 SPATA13 SPSB1 SREBF1 ST6GAL1 SYT8 TBC1D2B TESK2 TFAP2C TFCP2L1 TICAM1 TIMP3 TLCD1 TMEM101 TMEM125 TMEM138 TMEM165 TMEM179B TMEM256 TMSB4XP2 TNFSF10 TOMM34 TOMM40L TPD52L1 TPP1 TRERF1 UNC5B URB1-AS1 VTRNA3-1P WNT9A YPEL3 ZBTB11-AS1 ZC3H12A ZC4H2 ZFP36 ZNF585A ZNF608 ZWANG_EGF_INTERVAL_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_EGF_INTERVAL_UP ACSL4 ADAM32 AKR1D1 ANKS6 ATP13A3 B4GALT6 C6orf58 CA8 CAPN6 CCL24 CHDH CLCN6 CLDN15 CLEC18C CRISP2 CSMD3 DHRS7C DNAJB9 DNHD1 DSEL EEF1D ENSG00000252765 ENSG00000293132 EXD3 FAM90A27P FCN1 GLDN GNB3 GOLGA6L1 GPAT2 GPAT3 GSDMC HOXB1 ING5 INSIG1 INTS2 KCNA2 KCND1 KCNQ3 KIFC3 KIR3DL1 KIR3DL2 KLF3-AS1 KRT81 KRTAP5-10 KRTAP5-11 LBHD1 LINC00308 LINC00328-2P LINC00474 LINC02693 LINC02910 LRRC66 MARCHF4 MCM6 MEGF11 MIR129-1 MIR193A MIR26A1 MROH7 MSANTD2 MT-TC MUC20 MYH15 OLFML2A OPCML OSMR PANK1 PPP1R17 PRH2 PTCH2 RASIP1 RBM12B RBM14 RN7SL497P RN7SL607P RN7SL824P RNA5SP190 RNU1-74P RNU4-65P RNU6-429P RSKR SDK1 SELENOI SEPTIN5 SH2D4A SLC10A5 SLC25A24 SLC25A30 SLC33A1 SLC34A1 SLC39A8 SLC7A11 SLFN5 SMG1 SNORD30 SPDYE1 TEAD1 TMEM140 TMEM156 TRIM73 UAP1 UBASH3B USP17L2 USP17L6P UVSSA XAGE3 ZDHHC11 ZKSCAN4 ZNF134 ZNF202 ZSCAN5A ZWANG_EGF_PERSISTENTLY_DN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_EGF_PERSISTENTLY_DN ABCC3 ACOT11 ALOX5AP ANKH ARHGEF10 ASB16-AS1 CCNDBP1 CTC1 DALRD3 DHPS DNAJC17 DOCK10 EOLA1-DT EPB41L1 EPHB2 ERVMER34-1 ESAM EYA2 FARS2 FHOD3 FOXP1 GJA1 HCAR1 HECTD3 HOOK2 HSD11B1 IFITM10 ITPR3 KLHDC2 LSM14B MACROD1 MARCKS MARVELD1 MILR1 MTRR NBEAL2 NECTIN1 OR5D14 OR7E15P OR7E21P ORMDL2 PCK2 PGAP2 PIGV POLD4 RFC1 RPE RPP25L RWDD2B SAMD15 SLC16A5 SLC2A9 SLC6A14 SPC24 SYN3 TENM4 TMEM126A TNS2 TRPT1 TSPAN1 TTC7A UNC93B1 ZWANG_EGF_PERSISTENTLY_UP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_EGF_PERSISTENTLY_UP ACSS2 CALU CCDC149 CPA4 CYP51A1 DYNC1LI1 ERG28 FAM169A FAM98A HMGCR HSDL2 IDI1 IFIT3 IHO1 KLHL7 LANCL2 ME1 NSDHL OASL OGDH POR PRUNE2 PUS10 RADX RBFOX1 RHOBTB2 RNF216 RNF227 SERPINB7 SPMAP2L TCEA2 THAP12P1 TMTC1 UGDH ZWANG_TRANSIENTLY_UP_BY_2ND_EGF_PULSE_ONLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/ZWANG_TRANSIENTLY_UP_BY_2ND_EGF_PULSE_ONLY A2M ABCA3 ABCB1 ABCB4 ABCB5 ABCC4 ABHD16B ABHD17A ABTB2 ACADL ACHE ACOT6 ACOXL ACOXL-AS1 ACRBP ACSM1 ACSM2A ACSM3 ACSS2 ACTA2-AS1 ACTL6B ACTL9 ACTRT1 ADAM11 ADAM18 ADAMDEC1 ADAMTS10 ADAMTSL1 ADCY10 ADGRD1-AS1 ADGRD2 ADGRE2 ADGRE3 ADGRE5 ADGRG4 ADORA2A ADPRS ADRA1B ADRA1D ADRA2A ADRA2C AGAP2 AGER AGTR1 AJM1 AK8 AKAP3 ALDH1A1 ALDH1A2 ALG1 ALKAL2 ALKBH8 ALLC ALOX15 AMER1 AMIGO2 AMPD1 ANGPTL7 ANK1 ANKFN1 ANKLE1 ANKRD1 ANKRD13B ANKRD33B ANKRD34C ANKRD37 ANKRD45 ANKRD53 ANKS1B ANO3 ANO5 ANXA2R APBB2 APCS APOA5 APOBR APOF AQP12A AQP8 ARID5A ARIH2OS ARSH ARSJ ASB6 ASCL1 ASGR2 ASPDH ASPN ASPRV1 ATCAY ATG16L1 ATG9B ATOSB ATP13A4 ATP2B1 ATP2B3 ATP6V0E2-AS1 ATP6V1G3 ATRNL1 ATXN7L2 AURKC AZU1 B3GNT3 B4GALNT3 BAALC-AS2 BACH2 BAHCC1 BAIAP2-DT BAMBI BCHE BCL2L2 BCORL1 BEX1 BHLHA9 BIN2 BIRC7 BLOC1S3 BMAL2 BMI1 BMP5 BPIFB4 BPIFB9P BRCA2 BRINP1 BRINP2 BRIP1 BRS3 BRSK1 BSPH1 BSPRY BSX BTBD8 BTBD9 BTNL3 BTNL9 C10orf90 C10orf95 C11orf21 C11orf24 C11orf40 C11orf42 C11orf68 C11orf86 C14orf93 C15orf48 C16orf78 C17orf58 C1QL3 C1QL4 C1QTNF2 C1QTNF8 C1orf146 C1orf216 C1orf35 C2CD6 C2orf27A C2orf50 C4orf17 C4orf50 C6orf118 C6orf141 C6orf47 C9 C9orf153 CACNA1A CACNA1C CACNA1F CACNA1S CACNA2D1 CACNG1 CACNG6 CALU CAMK2B CAND2 CAPN9 CAPRIN2 CARD19 CARNMT1 CASKIN1 CASP12 CASQ2 CATSPER1 CATSPERE CATSPERG CBARP CBLC CBLN1 CBS CBX1P5 CBX8 CBY2 CCDC110 CCDC142 CCDC148 CCDC167 CCDC175 CCDC181 CCDC187 CCDC198 CCDC38 CCDC42 CCDC60 CCDC83 CCDC96 CCKAR CCKBR CCL3 CCN5 CCND1 CCNF CCNP CCNQ CCR10 CCR3 CCR5 CD19 CD2 CD200R1L CD207 CD248 CD300E CD300LG CD302 CD48 CD52 CD58 CD79A CD83 CD8A CDH23 CDH7 CDH8 CDK5R2 CDKN2D CEACAM3 CEACAM6 CEBPE CELF4 CELF6 CEMP1 CENPT CEP72-DT CERS3 CES1 CES1P1 CES5A CFAP141 CFAP206 CFAP47 CFAP65 CFAP73 CFHR1 CGN CHAD CHD7 CHP2 CHRNA9 CHRNB1 CHST12 CHST6 CIB4 CIITA CIMIP1 CIRBP-AS1 CKM CLCA1 CLCA3P CLCNKA CLDN14 CLDN5 CLDN9 CLEC20A CLEC2A CLEC3A CLEC3B CLEC4G CLIC1P1 CLIC5 CLIC6 CLIP2 CLK4 CLLU1-AS1 CMTM3 CMTM5 CNGA1 CNGB1 CNGB3 CNR1 CNR2 CNTD1 CNTN2 COL14A1 COL22A1 COL27A1 COL28A1 COL3A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL9A2 CORO2A CORO2B CPA3 CPA4 CPED1 CRACD CRACR2A CRB2 CREB3L1 CRIP1 CRIP1P4 CRNN CRX CRYAA CRYBA4 CRYBB3 CRYGB CRYGC CRYGN CSF1R CSF2RA CSF3 CSPG4P2Y CSRNP3 CT45A3 CT75 CTAG2 CTDSP1 CTHRC1 CTRB1 CTSE CTSG CTU1 CXCR5 CXCR6 CXXC4 CYB5R2 CYCSP39 CYP17A1 CYP2A6 CYP2U1 CYP4F11 CYSLTR2 CYSRT1 DAB2 DACT2 DANT2 DDAH1 DDC-AS1 DDX25 DDX28 DDX3Y DDX60L DEFB103B DEFB109A DEFB110 DEFB125 DELEC1 DGCR5 DGKZ DIRAS1 DIRAS3 DKC1 DKK1 DKK4 DLK1 DLX3 DMRT2 DNAAF1 DNAH10 DNAH6 DNAJA4 DNAJB4 DNAJB5 DNASE1L3 DNM1P34 DNMT3A DNTT DOC2B DOCK8-AS1 DOK7 DOT1L DPEP2 DPF3 DPP10 DPPA3P1 DPPA5 DPPA5P4 DPT DPYSL5 DRC1 DRC3 DRC7 DRD4 DSCAML1 DSG4 DUOXA1 DUS3L DUSP13B DUSP2 DUSP29 DUSP5P1 DUSP6 DUSP8 DUSP9 DUXA DYNLT4 EBF1 EBF2 EBF3 EDN3 EEF1B2 EEIG2 EEPD1 EFCC1 EFHD1 EFNA2 EFNA3 EGR4 EID2B EIF4A1P11 EIF4A1P13 EIF4A1P2 EIF4A1P3 EIF4A2 ELF5 ELK3 ELOVL4 EMILIN1 EMILIN2 EMILIN3 EML6 ENPP7 ENSG00000188897 ENSG00000200063 ENSG00000201957 ENSG00000202231 ENSG00000202517 ENSG00000206853 ENSG00000207171 ENSG00000207502 ENSG00000212604 ENSG00000233030 ENSG00000239096 ENSG00000267882 ENSG00000269155 ENSG00000269761 ENSG00000280636 ENSG00000281863 ENSG00000292415 ENTPD8 EPB41L3 EPHA1 EPX ERCC6 ERICH6 ERN2 ESPL1 ESPN ESPNP EWSAT1 EYA1 F11 F2 F2RL3 FADS6 FAIM2 FAM133A FAM136A FAM138F FAM151A FAM153A FAM161B FAM162B FAM177B FAM184B FAM201B FAM20C FAM217A FAM27C FAM30A FAM50B FAM74A1 FAM81B FANCE FAXC FBLN2 FBXL7 FBXO24 FBXO41 FBXO46 FCAMR FCER2 FCHSD1 FCN1 FERD3L FEV FEZF2 FFAR3 FGD6 FGF11 FGF17 FGF19 FGF20 FGF22 FHL1 FHL3 FJX1 FLJ40288 FLNC FLT1 FMO4 FMO5 FMOD FNDC1 FOXC2 FOXD4 FOXG1 FOXJ1 FOXN1 FPGS FREM2 FREM3 FRMD1 FRMD5 FRMPD1 FRMPD2 FRMPD4 FSIP2 FTH1P14 FUOM FXYD1 FZD1 GAB4 GABRA1 GABRA3 GABRB2 GABRB3 GABRD GABRR1 GAL3ST3 GALK1 GALNT17 GAR1 GARIN5A GARIN5B GAS2L2 GATA4 GBA3 GBP4 GBP7 GBX2 GCC2-AS1 GCG GCNT1 GEMIN5 GFOD1 GFOD2 GGN GGNBP1 GGT3P GGTLC1 GIPC3 GJA8 GJB1 GJB3 GJC1 GJC2 GJC3 GLCE GLDN GLIPR1L1 GLIPR2 GLIS1 GLOD5 GLP2R GLRA4 GML GNAI3 GNG2 GOLGA6B GOLGA6L2 GOLGA8UP GP2 GPAT3 GPER1 GPR137B GPR139 GPR15 GPR158 GPR171 GPR179 GPR182 GPR22 GPR26 GPR4 GPR61 GPR63 GPR78 GPR83 GPRACR GPRASP2 GPRIN2 GPSM3 GPT GREM1 GRHL1 GRIA1 GRIA3 GRID1 GRIK1-AS1 GRIK2 GRIN2C GRIP2 GRM8 GSC GSTA2 GSTA3 GSTM5P1 GSTT1 GSX1 GUCA2A GUCY2D GUCY2F H1-7 H2BW2 HAPLN2 HAPLN4 HARS1 HAS1 HAS3 HBG1 HBQ1 HCG9 HDAC11 HEMGN HEPN1 HGD HGFAC HID1 HLA-DPA2 HMCN1 HMGA2 HMGB3P1 HMGN1P31 HMGN2P20 HMX2 HOXA10 HOXC9 HOXD12 HOXD13 HPCA HPCAL1 HPD HPGDS HR HRK HS3ST5 HSDL2 HSF4 HSF5 HSFX2 HSP90AA2P HSPA12B HSPA6 HSPA8 HSPD1P1 HTR3B HYDIN HYI ICAM2 ICOS IDI2 IDO1 IDO2 IFFO1 IFNGR2 IFNW1 IGF2-AS IGF2BP2-AS1 IGHV1OR15-1 IGKV1D-43 IGLV6-57 IGSF10 IGSF5 IHH IL12RB2 IL17D IL1F10 IL22 IL27RA IL2RG IL3 IL32 IL34 IL37 IL4 IL4R IL6-AS1 INF2 ING3 INO80C INSYN1 INSYN2A IP6K3 IQSEC2 IRAG2 IRAK2 IRF4 IRF7 IRF8 IRGC ISLR2 ISX ITGA11 ITGA5 ITGA7 ITIH1 ITIH6 JAKMIP1 JPH4 KALRN KASH5 KATNBL1 KAZALD1 KCNA6 KCNB1 KCNC1 KCNE2 KCNF1 KCNG1 KCNH3 KCNH6 KCNH8 KCNJ10 KCNJ12 KCNJ2 KCNJ3 KCNJ8 KCNJ9 KCNK10 KCNK7 KCNMB1 KCNMB2 KCNMB3P1 KCNV1 KCTD8 KEL KHDC3L KIAA0825 KIAA1614 KIR2DL1 KIR2DP1 KIR2DS3 KIR3DX1 KLC2 KLF1 KLF14 KLF17 KLHL1 KLHL30-AS1 KLK13 KLK15 KLK2 KLRB1 KPLCE KPNA7 KRT16P2 KRT17P5 KRT18P55 KRT3 KRT71 KRT73 KRT80 KRT84 KRT8P11 KRTAP10-1 KRTAP10-12 KRTAP10-8 KRTAP2-1 KRTAP3-2 KRTAP5-3 KRTAP5-5 KRTAP9-1 L1CAM LAMA2 LAPTM5 LCE1A LCE1C LCE1F LCE3C LCK LCN12 LCN15 LCN1P1 LCN9 LCP2 LEF1 LETM2 LGALS13 LGALS7 LHX3 LHX5 LILRA2 LILRB5 LIM2 LINC00161 LINC00173 LINC00242 LINC00272 LINC00477 LINC00482 LINC00518 LINC00526 LINC00574 LINC00686 LINC00851 LINC00905 LINC00917 LINC00937 LINC00943 LINC01002 LINC01101 LINC01287 LINC01446 LINC01512 LINC01558 LINC01559 LINC01657 LINC01879 LINC02073 LINC02487 LINC02538 LINC02610 LINC02871 LINC02897 LINC02901 LINC02914 LINC02961 LINC03009 LINC03025 LINGO1 LIPH LIPI LLCFC1 LMO2 LMOD2 LMTK3 LONRF1 LOX LOXL3 LPCAT4 LPL LRFN2 LRRC3 LRRC32 LRRC38 LRRC71 LRRFIP1 LRRN1 LSP1 LST1 LTBR LTK LY6G6D LYG2 LYL1 LYZL4 LZTS3 M1AP MACF1 MAEL MAGEA5P MAGEA9 MAGEC2 MAGI2 MAK MALL MALT1 MAMSTR MANEAL MAP1LC3C MAP3K14-AS1 MAP3K4 MAP3K4-AS1 MAP7D2 MAPK15 MAPT-AS1 MB MBD3L2 MC4R MCF2L MCHR1 MDFI MDK ME3 MEFV MEGF6 MELTF MEP1A MESP2 METTL21C MFAP4 MFSD12 MFSD2A MFSD6L MGAT4EP MGMT MICAL2 MIEF2 MIER2 MIR100HG MIR103A1 MIR106A MIR128-2 MIR129-2 MIR130B MIR134 MIR149 MIR150 MIR153-2 MIR154 MIR182 MIR187 MIR192 MIR202 MIR205 MIR208A MIR222 MIR31 MIR323B MIR3667HG MIR503HG MIR5087 MIR7-3HG MIRLET7A2 MIRLET7D MIRLET7E MIRLET7F2 MKRN3 MLX MMEL1 MOCS1 MORC4 MOV10L1 MPIG6B MPO MPPED1 MPZ MRGPRD MRGPRG-AS1 MRO MROH2B MS4A4A MS4A7 MS4A8 MSH5 MSI1 MSMB MSR1 MT-TS1 MTAP MTCYBP13 MTMR9LP MTUS2 MUC16 MUC4 MYADML MYBBP1A MYCNOS MYEOV MYH2 MYL7 MYL9 MYO15B MYO1D MYO7B MYOM3 MYOZ3 MYRIP N4BP2 NAALADL1 NANOS3 NAT8L NAXD-AS1 NBPF4 NCR1 NDNF NEB NEGR1 NEK3 NES NEU4 NEUROD2 NEUROG3 NEXN-AS1 NFAM1 NFATC4 NFE2 NGEF NGF NHSL2 NIBAN1 NIFK NKD1 NKX2-1 NKX6-3 NLGN2 NLRP12 NLRP6 NLRP9 NMNAT2 NMRK2 NMS NNMT NOB1 NOG NOP56 NOS2P1 NOTUM NPAP1P9 NPB NPC1 NPFFR2 NPHS1 NPM2 NPY2R NR1D1 NR5A2 NRXN1 NSUN7 NTF3 NTM NTSR2 NUDT9P1 NUP43 NXF5 NXNL2 NYAP1 NYX OASL OBP2A OBP2B OC90 OCRL ODAD1 OGDHL OLFM1 ONECUT1 OPALIN OPN1MW OPRD1 OR10A4 OR10AC1 OR10H3 OR10H5 OR10J1 OR10J5 OR10P1 OR11H4 OR13D3P OR13F1 OR14K1 OR1E2 OR1G1 OR1L3 OR1M1 OR1N1 OR1P1 OR2A14 OR2AE1 OR2I1P OR2J3 OR2K2 OR2L13 OR2M5 OR2N1P OR2T1 OR3A4P OR4C12 OR4C15 OR4D1 OR4D5 OR51A2 OR51F2 OR51J1 OR51L1 OR52A1 OR52B6 OR52N1 OR56B4 OR5BS1P OR5H6 OR5L1 OR5M5P OR6C65 OR6K6 OR6N1 OR6P1 OR6S1 OR7A11P OR7A17 OR7D1P OR7E13P OR8U3 OR9G4 OR9I2P OR9M1P ORAI2 ORM1 OSBP2 OTUD7A OTULINL OXCT2 P2RX1 P2RX2 P2RX3 P2RY4 P2RY8 PABIR3 PADI1 PAGE3 PAGE4 PAGE5 PAK3 PALD1 PALM3 PAPOLB PAQR8 PATE2 PAX1 PAX2 PAX6 PCBP3 PCDH10 PCDH12 PCDH9 PCDHA2 PCDHA3 PCDHB15 PCDHB18P PCK1 PDE11A PDE3B PDE4A PDE5A PDE6G PDE7B PDE9A PDGFD PDLIM2 PDLIM4 PDSS1P1 PDZD4 PDZRN4 PEBP4 PERM1 PEX5L PGA5 PGAM2 PGK2 PGPEP1L PHACTR2 PHC2 PHF13 PHF21B PHLDB3 PHOX2A PHYHIP PHYHIPL PI16 PIEZO2 PIK3CD-AS1 PIMREGP2 PIP5KL1 PIWIL1 PKD2L2 PKHD1L1 PKP2 PLA2G12AP1 PLA2G4C PLAGL2 PLCXD2 PLEKHG2 PLEKHG4B PLEKHG7 PLPPR3 PM20D1 PMP2 PNPLA1 PNPO PODN PODNL1 POLA1 POLR1B POM121L15P POM121L1P POM121L4P POP1 PORCN POTEE POTEH POU2AF1 POU2F2 POU2F3 POU3F4 POU5F2 PPARG PPIAP35 PPIF PPM1H PPP1R14A PPP1R16B PPP2R3A PPP3CB-AS1 PPP3R2 PPRC1 PRAG1 PRAMEF10 PRAMEF12 PRAMEF5 PRB3 PRB4 PRDM1 PRDM14 PRDM4 PREB PREX2 PRKAR2B PRM3 PROK2 PROSER2 PROSER3 PROX1 PRR23B PRR32 PRR34 PRRT1 PRRX2 PRSS21 PRSS42P PRSS50 PRSS57 PSG6 PSORS1C1 PTGS1 PTK6 PTPRCAP PURG PVALEF PWP2 PWWP2B R3HDM4 RAB20 RAB37 RAB3A RAB43 RAB7B RAET1E RAG2 RAPH1 RASA4 RASD2 RASGEF1A RASIP1 RAX2 RBAK RBBP5 RBBP8NL RBFOX3 RBM38-AS1 RBMS1 RBMY1A1 RBP1 RBP2 RBPMS2 RCAN2 RCN3 RDH12 RDH13 RELT RESP18 RETN REX1BD RFX6 RGL3 RGS11 RGS19 RGS6 RGS9 RHEBL1 RHOU RIMBP3 RIMKLA RIMS1 RINL RIPOR2 RIPPLY3 RITA1 RLN3 RN7SKP106 RN7SKP126 RN7SKP139 RN7SKP144 RN7SKP151 RN7SKP16 RN7SKP161 RN7SKP165 RN7SKP168 RN7SKP207 RN7SKP208 RN7SKP213 RN7SKP214 RN7SKP230 RN7SKP257 RN7SKP26 RN7SKP281 RN7SKP286 RN7SKP29 RN7SKP37 RN7SKP74 RN7SKP8 RN7SKP89 RN7SL118P RN7SL122P RN7SL165P RN7SL178P RN7SL181P RN7SL197P RN7SL215P RN7SL221P RN7SL228P RN7SL229P RN7SL260P RN7SL269P RN7SL278P RN7SL288P RN7SL307P RN7SL319P RN7SL322P RN7SL336P RN7SL344P RN7SL384P RN7SL38P RN7SL394P RN7SL39P RN7SL411P RN7SL416P RN7SL42P RN7SL432P RN7SL448P RN7SL473P RN7SL479P RN7SL493P RN7SL505P RN7SL530P RN7SL538P RN7SL564P RN7SL571P RN7SL60P RN7SL63P RN7SL647P RN7SL655P RN7SL666P RN7SL684P RN7SL692P RN7SL715P RN7SL738P RN7SL748P RN7SL74P RN7SL801P RN7SL820P RN7SL822P RN7SL837P RN7SL846P RNA5SP117 RNA5SP118 RNA5SP133 RNA5SP161 RNA5SP174 RNA5SP191 RNA5SP192 RNA5SP234 RNA5SP240 RNA5SP264 RNA5SP265 RNA5SP275 RNA5SP276 RNA5SP28 RNA5SP294 RNA5SP319 RNA5SP321 RNA5SP344 RNA5SP399 RNA5SP403 RNA5SP427 RNA5SP440 RNA5SP443 RNA5SP450 RNA5SP469 RNA5SP472 RNA5SP475 RNA5SP478 RNA5SP479 RNA5SP483 RNA5SP493 RNA5SP500 RNA5SP51 RNA5SP514 RNA5SP52 RNA5SP520 RNA5SP525 RNA5SP79 RNA5SP84 RNA5SP90 RNASE13 RND1 RND2 RNF149 RNF166 RNF208 RNF215 RNF222 RNF227 RNF32 RNF39 RNFT1 RNU1-107P RNU1-112P RNU1-15P RNU1-19P RNU1-38P RNU1-42P RNU1-58P RNU1-62P RNU1-75P RNU1-76P RNU1-88P RNU105B RNU11 RNU11-5P RNU12 RNU2-63P RNU4-26P RNU4-75P RNU4-80P RNU5F-1 RNU5F-6P RNU6-106P RNU6-1167P RNU6-1254P RNU6-220P RNU6-233P RNU6-272P RNU6-335P RNU6-340P RNU6-454P RNU6-571P RNU6-57P RNU6-608P RNU6-618P RNU6-61P RNU6-626P RNU6-639P RNU6-715P RNU6-726P RNU6-728P RNU6-818P RNU6-874P RNU6-87P RNU6-906P RNU6-925P RNU6-989P RNU6-995P RNU6ATAC15P RNU6ATAC33P RNU6ATAC42P RNU6ATAC6P RNU7-35P RNVU1-17 RNVU1-19 RNVU1-2 RNVU1-22 RNVU1-24 RNVU1-33 RNVU1-34 RNVU1-4 RNVU1-8 RNY4P13 RNY4P36 RP1 RPH3A RPL10P12 RPL21 RPL21P97 RPL3 RPL34-DT RPRM RPS12P23 RPS2P35 RPS2P7 RPSA RPTN RPUSD1 RRS1 RSPH14 RTBDN RTL3 S100A12 SAA3P SAC3D1 SACS SALL3 SAMD5 SAMD9 SAMD9L SARDH SARM1 SASH3 SCAMP4 SCARA3 SCART1 SCGB1A1 SCGB1C1 SCGB1D2 SCGB1D4 SCIMP SCIN SCRT2 SCUBE1 SEC14L5 SEC16B SEC24C SEMA4B SEPTIN3 SERPINB9 SERTAD4 SFMBT1 SGIP1 SH2D1A SH2D3A SH2D4B SH3TC2 SHC4 SHCBP1L SHF SHFL SHH SHISA7 SHISAL1 SHROOM4 SIGLEC17P SIGLEC27P SIGLEC5 SIRPAP1 SIRPD SIRPG SIRT1 SIX5 SLAMF8 SLC10A1 SLC12A4 SLC15A3 SLC16A3 SLC17A4 SLC17A7 SLC17A9 SLC1A2 SLC22A11 SLC22A16 SLC25A34 SLC25A37 SLC26A8 SLC27A4 SLC28A3 SLC2A5 SLC30A10 SLC35E3 SLC36A3 SLC38A4 SLC39A10 SLC39A12 SLC39A13 SLC39A8 SLC41A1 SLC4A7 SLC4A9 SLC51B SLC5A10 SLC5A3 SLC6A20 SLC6A7 SLC8B1 SLC9A3 SLCO1A2 SLCO2A1 SLITRK4 SLITRK6 SMAGP SMIM23 SMYD1 SNAI3 SNAP25 SNAPC2 SNHG15 SNIP1 SNORA16B SNORA1B SNORA35 SNORA70 SNORA77 SNORD12C SNORD27 SNORD30 SNORD38D SNORD3P1 SNORD77B SNTB1 SNTG1 SNX18 SOCS1 SOHLH1 SORCS3 SOWAHB SOX12 SOX15 SOX18 SOX3 SOX5 SP8 SPACA9 SPAG4 SPAG6 SPANXA1 SPANXN1 SPATA31A7 SPATA31C1 SPATA31F3 SPDYE3 SPEM2 SPIN2A SPIN3 SPRED1 SPRY3 SRL SRPK3 SRRM3 SRY SSBP3-AS1 SSPN SSTR2 SSU72L6 SSX2IP ST20-AS1 ST6GALNAC6 ST8SIA6 STAC2 STAC3 STARD9 STEAP1 STK33 STON1 STOX2 STPG4 STUM STX12 STYK1 SUFU SULT1A1 SUN3 SWSAP1 SYDE2 SYNGAP1 SYNGR1 SYNGR4 SYNPR SYT10 SYT15 SYT7 TAAR3P TAAR6 TAF1D TAFA3 TAS2R60 TAT TBC1D22A-AS1 TBC1D27P TBC1D29P TBR1 TBX1 TBXT TCAF2 TCEAL3 TCF21 TCHHL1 TCP10L TCP10L3 TCP11 TCTE1 TDRD5 TDRD9 TEAD2 TEKT5 TEKTIP1 TEKTL1 TEN1 TENM1 TENM2 TERB2 TERC TESK1 TESPA1 TET3 TEX13A TEX15 TEX47 TEX55 TEX56P TFAP2D TFF2 TGFB1I1 TGM2 TGM6 THBS2 THSD7A TIA1 TIAM2 TIGD5 TINAGL1 TINF2 TLCD3A TLCD3B TLDC2 TLL2 TLNRD1 TLR4 TLR8 TLX2 TM4SF18 TM6SF1 TMCC3 TMEM130 TMEM145 TMEM150A TMEM196 TMEM200B TMEM207 TMEM222 TMEM234 TMEM239 TMEM244 TMEM262 TMEM270 TMEM38B TMEM51-AS1 TMEM82 TMEM8B TMPRSS15 TMPRSS3 TMSB4XP2 TMT1B TNFAIP6 TNFAIP8 TNFAIP8L3 TNFRSF11A TNFRSF12A TNFRSF1B TNFRSF21 TNFRSF9 TNFSF11 TNFSF12 TNFSF13B TNMD TNN TNNC2 TNNT2 TNNT3 TNP1 TNS4 TOP3A TOR1AIP2 TOR1B TOX-DT TPD52L2 TPD52L3 TPPP3 TPRG1 TPSD1 TRAF5 TRAFD1 TRAIP TRAPPC13P1 TRAPPC14 TREML3P TRGV1 TRHDE-AS1 TRIB2 TRIM59-IFT80 TRIM61 TRIM64 TRIM67 TRIM75 TRIML2 TRNT1 TRPC3 TRPM1 TRPM6 TSGA10IP TSKS TSPAN11 TSPAN12 TSPAN16 TSPAN32 TSPAN5 TSSK1B TSSK4 TTBK2 TTC24 TTC28-AS1 TTLL6 TTLL8 TTTY10 TTTY5 TUBAL3 TUBB2A TUBB8 TUSC1 TXNDC8 TXNIP TYMP TYR TYROBP U3 U8 UBA6 UBALD1 UBASH3A UBE2U UBL4A UBQLNL UBXN10 UCK1 UCKL1 UCN UCP2 UEVLD UGDH UGT3A2 ULBP2 UNC79 UNC80 UNC93B3 UPB1 UPK1A UPK3B URB1 URB2 USP27X USP35 USP43 UTP25 UTS2R VAX2 VENTX VMO1 VN1R10P VNN1 VSIG2 VSTM2A WBP2NL WDR36 WDR43 WDR64 WDR82 WDR86 WFDC1 WFDC11 WFDC2 WFDC5 WFDC6 WFIKKN2 WIPF3 WNT7B WNT8A WNT9A WSCD1 WTIP WWTR1 XAGE1B XAGE2 XKR8 YIF1B ZAN ZBP1 ZBTB1 ZBTB12 ZBTB32 ZBTB45 ZC3H12D ZC3HAV1L ZCWPW2 ZDHHC23 ZEB1 ZFPM1 ZFR2 ZFYVE28 ZIK1 ZMAT1 ZMYND15 ZNF10 ZNF114 ZNF22-AS1 ZNF221 ZNF252P-AS1 ZNF276 ZNF295-AS1 ZNF343 ZNF35 ZNF385C ZNF398 ZNF415 ZNF430 ZNF48 ZNF487 ZNF491 ZNF497 ZNF500 ZNF503-AS2 ZNF517 ZNF518B ZNF550 ZNF568 ZNF579 ZNF593 ZNF609 ZNF618 ZNF628 ZNF641 ZNF662 ZNF676 ZNF677 ZNF697 ZNF703 ZNF711 ZNF750 ZNF771 ZNF775 ZNF781 ZNF804A ZNF826P ZNF831 ZNF837 ZPBP2 ZPLD1 ZSWIM2 ZSWIM4 ZSWIM9 SA_B_CELL_RECEPTOR_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_B_CELL_RECEPTOR_COMPLEXES ATF2 BCR BLNK ELK1 FOS GRB2 HRAS JUN LYN MAP2K1 MAP3K1 MAPK1 MAPK3 MAPK8IP3 PAPPA RAC1 RPS6KA1 RPS6KA3 SHC1 SOS1 SYK VAV1 VAV2 VAV3 SA_CASPASE_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_CASPASE_CASCADE APAF1 BIRC2 BIRC3 CASP10 CASP3 CASP7 CASP8 CASP9 DFFA DFFB FAS FASLG GZMB PARP1 PRF1 SCAP SREBF1 SREBF2 XIAP SA_FAS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_FAS_SIGNALING BCL2 CASP3 CASP8 CFL1 CFLAR FAS FASLG PDE6D S100A10 SA_G1_AND_S_PHASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_G1_AND_S_PHASES ARF1 ARF3 CCND1 CDK2 CDK4 CDKN1A CDKN1B CDKN2A CFL1 E2F1 E2F2 MDM2 NXT1 PRB1 TP53 SA_G2_AND_M_PHASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_G2_AND_M_PHASES CDC25A CDC25B CDK1 CDK7 CDKN1A CHEK1 NEK1 WEE1 SA_MMP_CYTOKINE_CONNECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_MMP_CYTOKINE_CONNECTION ACE CD44 CSF1 FCGR3A IL1B IL6R SELL SPN TGFB1 TGFB2 TNF TNFRSF1A TNFRSF1B TNFRSF8 TNFSF8 SA_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_PROGRAMMED_CELL_DEATH APAF1 BAD BAK1 BAX BCL10 BCL2 BCL2L1 BCL2L11 BID CASP8AP2 CASP9 CES1 SA_PTEN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_PTEN_PATHWAY AKT1 AKT2 AKT3 BPNT1 GRB2 ILK IPCEF1 MAPK1 MAPK3 PDPK1 PIK3CA PIK3CD PTEN PTK2B RBL2 SHC1 SOS1 SA_REG_CASCADE_OF_CYCLIN_EXPR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_REG_CASCADE_OF_CYCLIN_EXPR CCNA1 CCNA2 CCND1 CCNE1 CCNE2 CDK2 CDK4 CDKN1B CDKN2A E2F1 E2F2 E2F4 PRB1 SA_TRKA_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SA_TRKA_RECEPTOR AKT1 AKT2 AKT3 CDKN1A ELK1 GRB2 HRAS MAP2K1 MAP2K2 NGF NGFR NTRK1 PIK3CA PIK3CD RHOA SHC1 SOS1 SIG_BCR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_BCR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD BCL2 BCR BLNK BTK CD19 CD22 CD81 CR2 CSK DAG1 FLOT1 FLOT2 GRB2 GSK3A GSK3B INPP5D ITPR1 ITPR2 ITPR3 LYN MAP4K1 MAPK1 MAPK3 NFATC1 NFATC2 NR0B2 PDPK1 PIK3CA PIK3CD PIK3R1 PLCG2 PPP1R13B PPP3CA PPP3CB PPP3CC PTPRC RAF1 SHC1 SOS1 SOS2 SYK VAV1 SIG_CD40PATHWAYMAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_CD40PATHWAYMAP CD40 DUSP1 GORASP1 IKBKG MAP2K4 MAP2K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAPK5 NFKB1 NFKB2 NFKBIA NFKBIB NFKBIE NFKBIL1 PIK3CA PIK3CD PIK3R1 SYT1 TONSL TRAF2 TRAF3 TRAF5 TRAF6 SIG_CHEMOTAXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_CHEMOTAXIS ACTR2 ACTR3 AKT1 AKT2 AKT3 ANGPTL2 ARHGAP1 ARHGAP4 ARHGEF11 BTK CDC42 CFL1 CFL2 GDI1 GDI2 INPPL1 ITPR1 ITPR2 ITPR3 LIMK1 MYLK MYLK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDPK1 PIK3CA PIK3CD PIK3CG PIK3R1 PIK3R5 PITX2 PPP1R13B PTEN RACGAP1 RHO ROCK1 ROCK2 RPS4X SAG WASF1 WASL SIG_IL4RECEPTOR_IN_B_LYPHOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_IL4RECEPTOR_IN_B_LYPHOCYTES AKT1 AKT2 AKT3 BAD BCL2 GRB2 GSK3A GSK3B IL4R IRS1 IRS2 JAK1 JAK3 MAP4K1 MAPK1 MAPK3 PDPK1 PIK3CA PIK3CD PIK3R1 PPP1R13B RAF1 SHC1 SOCS1 SOS1 SOS2 STAT6 SIG_INSULIN_RECEPTOR_PATHWAY_IN_CARDIAC_MYOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_INSULIN_RECEPTOR_PATHWAY_IN_CARDIAC_MYOCYTES AKT1 AKT2 AKT3 BRD4 CAP1 CBL CDC42 CDKN2A CYTH3 F2RL2 FLOT1 FLOT2 FOXO1 GRB2 GSK3A GSK3B IGFBP1 INPPL1 IRS1 IRS2 IRS4 LNPEP MAPK1 MAPK3 NPY4R PARD3 PARD6A PDPK1 PIK3CA PIK3CD PIK3R1 PTEN PTPN1 RAF1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 SERPINB6 SFN SHC1 SLC2A4 SORBS1 SOS1 SOS2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ SIG_PIP3_SIGNALING_IN_B_LYMPHOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_PIP3_SIGNALING_IN_B_LYMPHOCYTES AKT1 AKT2 AKT3 BCR BTK CD19 CDKN2A CYTH3 DAPP1 FLOT1 FLOT2 FOXO3 GAB1 ITPR1 ITPR2 ITPR3 LYN NR0B2 PDPK1 PHF11 PIK3CA PIK3R5 PITX2 PLCG2 PPP1R13B PREX1 PTEN PTPRC RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 SAG SYK TEC VAV1 SIG_PIP3_SIGNALING_IN_CARDIAC_MYOCTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_PIP3_SIGNALING_IN_CARDIAC_MYOCTES AKT1 AKT2 AKT3 BAD BCL2L1 CDC42 CDK2 CDKN1B CDKN2A CREB1 CREB3 CREB5 CYTH3 EBP ERBB4 F2RL2 FOXO3 GAB1 GADD45A GRB2 GSK3A GSK3B IFI27 IGF1 IGFBP1 INPPL1 IRS1 IRS2 IRS4 MET MTOR MYC NOLC1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD3 PARD6A PDPK1 PIK3CA PIK3CD PIK3R5 PPP1R13B PREX1 PTEN PTK2 PTPN1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KB1 SFN SHC1 SLC2A4 SOS1 SOS2 TSC1 TSC2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ SIG_REGULATION_OF_THE_ACTIN_CYTOSKELETON_BY_RHO_GTPASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/SIG_REGULATION_OF_THE_ACTIN_CYTOSKELETON_BY_RHO_GTPASES ACTG1 ACTG2 ACTR2 ACTR3 AKT1 ANGPTL2 CDC42 CFL1 CFL2 FLNA FLNC FSCN1 FSCN2 FSCN3 GDI1 GDI2 LIMK1 MYH2 MYLK MYLK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PFN1 PFN2 RHO ROCK1 ROCK2 RPS4X VASP WASF1 WASL WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WNT_SIGNALING ACTB APC AXIN1 B2M BCL9 BTRC CCN4 CCND1 CCND2 CCND3 CSNK1A1 CSNK1D CSNK1G1 CSNK2A1 CTBP1 CTBP2 CTNNB1 CTNNBIP1 CXXC4 DAAM1 DIXDC1 DKK1 DVL1 DVL2 EP300 FBXW11 FBXW2 FBXW4 FGF4 FOSL1 FOXN1 FRAT1 FRZB FSHB FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 GAPDH GSK3A GSK3B HPRT1 JUN KREMEN1 LEF1 LRP5 LRP6 MYC NHERF1 NKD1 NLK PITX2 PORCN PPP2CA PPP2R1A PYGO1 RHOU RPL13A SENP2 SFRP1 SFRP4 SOX17 TBXT TCF7 TCF7L1 TLE1 TLE2 TLE5 WIF1 WNT1 WNT10A WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT9A BIOCARTA_41BB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_41BB_PATHWAY ATF2 CHUK IFNG IKBKB IL2 IL4 JUN MAP3K1 MAP3K5 MAP4K5 MAPK14 MAPK8 NFKB1 NFKBIA RELA TNFRSF9 TNFSF9 TRAF2 BIOCARTA_ACE2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ACE2_PATHWAY ACE ACE2 AGT AGTR1 AGTR2 CMA1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 REN BIOCARTA_ACETAMINOPHEN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ACETAMINOPHEN_PATHWAY CYP1A2 CYP2E1 NR1I3 PTGS1 PTGS2 BIOCARTA_ACH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ACH_PATHWAY AKT1 BAD CHRNB1 CHRNG FASLG FOXO3 MUSK PIK3CA PIK3CG PIK3R1 PTK2B RAPSN TERT YWHAH BIOCARTA_ACTINY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ACTINY_PATHWAY ABI2 ACTA1 NCK1 NCKAP1 NTRK1 PIR PSMA7 RAC1 WASF1 WASF2 WASF3 WASL BIOCARTA_AGPCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AGPCR_PATHWAY ARRB1 GNAS GRK4 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB BIOCARTA_AGR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AGR_PATHWAY ACTA1 AGRN ARHGEF6 CDC42 CHRM1 CHRNA1 CTTN DAG1 DMD DVL1 EGFR GIT2 ITGB1 JUN LAMA2 LAMA3 LAMA4 MAPK1 MAPK3 MAPK8 MUSK NRG1 NRG2 NRG3 PAK1 PAK2 PAK3 PAK4 PAK5 RAC1 RAPSN SP1 UTRN BIOCARTA_AHSP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AHSP_PATHWAY AHSP ALAD ALAS1 ALAS2 CPOX FECH GATA1 HBA1 HBA2 HBB HMBS UROD UROS BIOCARTA_AKAP13_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AKAP13_PATHWAY AKAP13 GNA12 LPAR1 LPAR2 LPAR3 PRKACB PRKACG PRKAG1 PRKAR2A PRKAR2B RHOA BIOCARTA_AKAP95_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AKAP95_PATHWAY AKAP8 CCNB1 CDK1 DDX5 NCAPD2 PPP2CA PRKACB PRKACG PRKAG1 PRKAR2A PRKAR2B BIOCARTA_AKAPCENTROSOME_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AKAPCENTROSOME_PATHWAY AKAP9 CDK1 MAP2 NUP85 PCNT PKN1 PPP2CA PRKACB PRKACG PRKAG1 PRKAR2A PRKAR2B PRKCE RHOA BIOCARTA_AKT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AKT_PATHWAY AKT1 BAD CASP9 CHUK FASLG FOXO1 FOXO3 FOXO4 GH1 GHR HSP90AA1 IKBKB IKBKG NFKB1 NFKBIA PDPK1 PIK3CA PIK3CG PIK3R1 PPP2CA RELA YWHAH BIOCARTA_ALK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ALK_PATHWAY ACVR1 APC ATF2 AXIN1 BMP10 BMP2 BMP4 BMP5 BMP7 BMPR1A BMPR2 CHRD CTNNB1 DVL1 FZD1 GATA4 GSK3B HNF1A MAP3K7 MEF2C MYL2 NKX2-5 NOG NPPA NPPB RFC1 SMAD1 SMAD4 SMAD5 SMAD6 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 WNT1 BIOCARTA_ALTERNATIVE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ALTERNATIVE_PATHWAY C3 C5 C6 C7 C8A C9 CFB CFD CFP BIOCARTA_AMAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AMAN_PATHWAY B3GALT1 B3GALT2 FUT4 FUT5 FUT6 FUT7 FUT9 MAN1A1 MAN1A2 MAN1C1 MAN2A2 MAN2B1 MAN2C1 ST3GAL4 ST8SIA4 BIOCARTA_AMI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AMI_PATHWAY AHSP COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 F10 F2 F2R F7 FGA FGB FGG PLAT PLG PROC PROS1 SERPINC1 TFPI BIOCARTA_ARAP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ARAP_PATHWAY ARAP1 ARAP2 ARF1 ARFGAP1 ARFGAP3 ARFGEF1 ARFGEF2 ASAP1 ASAP2 CLTB COPA CYTH1 CYTH2 CYTH3 CYTH4 GBF1 GPLD1 BIOCARTA_ARENRF2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ARENRF2_PATHWAY AKR7A2 CREB1 CRYZ FOS FXYD2 GSTA2 HMOX1 HMOX2 JUN KEAP1 MAFF MAFG MAFK MAPK1 MAPK14 MAPK8 NFE2L2 POR PRKCA PRKCB BIOCARTA_ARF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ARF_PATHWAY ABL1 CDKN2A E2F1 MDM2 MYC PIK3CA PIK3CG PIK3R1 POLR1A POLR1B POLR1C POLR1D RAC1 RB1 TBX2 TP53 TWIST1 BIOCARTA_ASBCELL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ASBCELL_PATHWAY CD28 CD4 CD40 CD40LG CD80 FAS FASLG HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL10 IL2 IL4 BIOCARTA_AT1R_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_AT1R_PATHWAY AGT AGTR1 ATF2 CALM1 CALM2 CALM3 EGFR ELK1 GNAQ GRB2 HRAS JUN MAP2K1 MAP2K2 MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 PAK1 PRKCA PRKCB PTK2B RAC1 RAF1 SHC1 SOS1 BIOCARTA_ATM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ATM_PATHWAY ABL1 ATM BRCA1 CDKN1A CHEK1 CHEK2 GADD45A JUN MAPK8 MDM2 MRE11 NBN NFKB1 NFKBIA RAD50 RAD51 RBBP8 RELA TP53 TP73 BIOCARTA_ATRBRCA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ATRBRCA_PATHWAY ATM ATR BRCA1 BRCA2 CHEK1 CHEK2 FANCA FANCC FANCD2 FANCE FANCF FANCG HUS1 MRE11 NBN RAD1 RAD17 RAD50 RAD51 RAD9A TP53 TREX1 BIOCARTA_BAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BAD_PATHWAY ADCY1 AKT1 BAD BAX BCL2 CSF2RB IGF1 IGF1R IL3 IL3RA KIT KITLG MAPK1 MAPK3 PIK3CA PIK3CG PIK3R1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RPS6KA1 YWHAH BIOCARTA_BARD1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BARD1_PATHWAY BARD1 BRCA1 FANCA FANCC FANCD2 FANCE FANCF FANCG BIOCARTA_BARRESTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BARRESTIN_PATHWAY ADCY1 AP2A1 AP2M1 ARRB1 DNM1 GNAS GRK2 KCNA1 KCNA2 KCNA3 PLCB1 PPARA BIOCARTA_BARRESTIN_SRC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BARRESTIN_SRC_PATHWAY ADCY1 ARRB1 DNM1 FGR GNAS GRK2 HCK HRAS KCNA1 KCNA2 KCNA3 MAP2K1 MAP2K2 MAPK1 MAPK3 PLCB1 RAF1 BIOCARTA_BARR_MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BARR_MAPK_PATHWAY ADCY1 ARRB1 DNM1 GNAS GRK2 KCNA1 KCNA2 KCNA3 MAP2K1 MAP2K2 MAPK1 MAPK3 PLCB1 RAF1 BIOCARTA_BBCELL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BBCELL_PATHWAY CD28 CD4 CD40 CD40LG FAS FASLG HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 BIOCARTA_BCELLSURVIVAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BCELLSURVIVAL_PATHWAY AKT1 BIRC5 CASP3 CASP7 CCT4 DPF2 FOS ITGB1 JUND MTOR PIK3CA PIK3CG PIK3R1 XIAP ZBTB7A BIOCARTA_BCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BCR_PATHWAY BTK CALM1 CALM2 CALM3 CD79A CD79B ELK1 FOS GRB2 HRAS JUN LYN MAP2K1 MAP3K1 MAPK14 MAPK3 MAPK8 NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PPP3CA PPP3CB PPP3CC PRKCA PRKCB RAC1 RAF1 SHC1 SOS1 SYK VAV1 BIOCARTA_BIOPEPTIDES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BIOPEPTIDES_PATHWAY AGT AGTR2 CALM1 CALM2 CALM3 CDK5 F2 FYN GNA11 GRB2 HRAS JAK2 KNG1 MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 PLCG1 PRKCA PRKCB PTK2B RAF1 SHC1 SOS1 STAT1 STAT3 STAT5A BIOCARTA_BLYMPHOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BLYMPHOCYTE_PATHWAY CD40 CD80 CR1 CR2 FCGR2B HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ICAM1 ITGAL ITGB2 PTPRC BIOCARTA_BOTULIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BOTULIN_PATHWAY CHRM1 CHRNA1 SNAP25 STX1A VAMP2 BIOCARTA_BTG2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_BTG2_PATHWAY BTG1 BTG2 CCND1 CHAF1A CHAF1B FGF1 HOXB9 NGF PRMT1 RB1 TP53 BIOCARTA_CACAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CACAM_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1G CAMK4 CAMKK1 CAMKK2 CREB1 BIOCARTA_CALCINEURIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CALCINEURIN_PATHWAY CALM1 CALM2 CALM3 CDKN1A GNAQ MARCKS NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PPP3CA PPP3CB PPP3CC PRKCA PRKCB SP1 SP3 BIOCARTA_CARDIACEGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CARDIACEGF_PATHWAY ADAM12 AGT AGTR2 EDN1 EDNRA EDNRB EGF EGFR FOS HRAS JUN MYC NFKB1 PLCG1 PRKCA PRKCB RELA RHOA BIOCARTA_CARM1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CARM1_PATHWAY CARM1 CREB1 CREBBP EP300 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RARA RXRA BIOCARTA_CARM_ER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CARM_ER_PATHWAY BRCA1 CARM1 CCND1 CREBBP EP300 ESR1 GRIP1 GTF2A1 H3C14 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 MED1 MEF2C NCOR2 NR0B1 NRIP1 PELP1 PHB2 PPARGC1A SPEN SRA1 TBP BIOCARTA_CASPASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CASPASE_PATHWAY APAF1 ARHGDIB BIRC2 BIRC3 CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 DFFA DFFB GZMB LMNA LMNB1 LMNB2 PARP1 PRF1 XIAP BIOCARTA_CB1R_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CB1R_PATHWAY BAAT CNR1 CNR2 FAAH PLD1 PLD2 PLD3 BIOCARTA_CBL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CBL_PATHWAY CBL CSF1R EGF EGFR GRB2 MET PDGFRA PRKCA PRKCB SH3GLB1 SH3GLB2 SH3KBP1 BIOCARTA_CCR3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CCR3_PATHWAY CCL11 CCR3 GNAQ GNAS HRAS LIMK1 MAP2K1 MAPK1 MAPK3 MYL2 NOX1 PIK3C2G PLCB1 PPP1R12B PRKCA PRKCB RAF1 RHOA ROCK2 BIOCARTA_CCR5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CCR5_PATHWAY CALM1 CALM2 CALM3 CCL2 CCL4 CCR5 CXCL12 CXCR4 FOS GNAQ JUN MAPK14 MAPK8 PLCG1 PRKCA PRKCB PTK2B BIOCARTA_CD40_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CD40_PATHWAY CD40 CD40LG CHUK DUSP1 ELP1 IKBKB IKBKG MAP3K1 MAP3K14 NFKB1 NFKBIA RELA TNFAIP3 TRAF3 TRAF6 BIOCARTA_CDC25_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CDC25_PATHWAY ATM CDC25A CDC25B CDC25C CDK1 CHEK1 MYT1 WEE1 YWHAH BIOCARTA_CDC42RAC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CDC42RAC_PATHWAY CDC42 PAK1 PDGFRA PIK3CA PIK3R1 RAC1 RHOA WASL BIOCARTA_CDK5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CDK5_PATHWAY CDK5 CDK5R1 DPM2 EGR1 HRAS KLK2 MAP2K1 MAP2K2 MAPK1 MAPK3 NGF NGFR RAF1 BIOCARTA_CDMAC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CDMAC_PATHWAY CUZD1 FOS HRAS JUN MAP2K1 MAPK1 MAPK3 MYC NFKB1 NFKBIA PLCB1 PRKCA PRKCB RAF1 RELA TNF BIOCARTA_CELL2CELL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CELL2CELL_PATHWAY ACTN1 ACTN2 ACTN3 BCAR1 CSK CTNNA1 CTNNA2 CTNNA3 CTNNB1 LRRTM2 PECAM1 VCL BIOCARTA_CELLCYCLE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CELLCYCLE_PATHWAY CCNA1 CCNB1 CCND1 CCND2 CCND3 CCNE1 CCNH CDC25A CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D E2F1 RB1 RBL1 TFDP1 BIOCARTA_CERAMIDE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CERAMIDE_PATHWAY AIFM1 BAD BAX BCL2 CASP8 FADD MAP2K1 MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 NFKB1 NSMAF RAF1 RELA RIPK1 SMPD1 TNFRSF1A TRADD TRAF2 BIOCARTA_CFTR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CFTR_PATHWAY ADCY1 ADRB2 CFTR EZR NHERF1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_CHEMICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CHEMICAL_PATHWAY AKT1 APAF1 ATM BAD BAX BCL2 BID CASP3 CASP6 CASP7 CASP9 EIF2S1 PARP1 PRKCA PRKCB STAT1 TLN1 TP53 BIOCARTA_CHREBP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CHREBP_PATHWAY ACSBG1 ACSM1 ADCY1 GNAS MLXIPL PPP2CA PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_CIRCADIAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CIRCADIAN_PATHWAY BMAL1 CLOCK CRY1 CRY2 CSNK1E PER1 BIOCARTA_CK1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CK1_PATHWAY CDK5 CDK5R1 CSNK1D DRD1 DRD2 GRM1 PLCB1 PPP1R1B PPP2CA PPP3CA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_CLASSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CLASSIC_PATHWAY C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C4B_2 C5 C6 C7 C8A C9 BIOCARTA_COMP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_COMP_PATHWAY C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C4B_2 C5 C6 C7 C8A C9 CFB CFD MASP1 MASP2 MBL2 BIOCARTA_CPSF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CPSF_PATHWAY BCL2L2-PABPN1 CPSF1 CPSF2 CPSF3 CPSF4 CSTF1 CSTF2 CSTF3 PABPN1 PAPOLA BIOCARTA_CREB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CREB_PATHWAY ADCY1 AKT1 CREB1 GRB2 HRAS MAPK1 MAPK14 MAPK3 PIK3CA PIK3R1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB RAC1 RPS6KA1 RPS6KA5 SOS1 BIOCARTA_CREM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CREM_PATHWAY ADCY1 CREM FHL5 FSHB FSHR XPO1 BIOCARTA_CSK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CSK_PATHWAY ADCY1 CD247 CD3D CD3E CD3G CD4 CREBBP CSK HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 LCK PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTPRC ZAP70 BIOCARTA_CTBP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CTBP1_PATHWAY CDH1 CTBP1 NOS1 SAE1 SUMO1 UBA2 UBE2I ZEB1 BIOCARTA_CTCF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CTCF_PATHWAY CD79A CD79B CDKN1B CDKN2A CTCF MDM2 MTOR MYC PIK3CA PIK3CG PIK3R1 PPP2CA PTEN RPS6KB1 SMAD1 SMAD4 SMAD5 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TP53 BIOCARTA_CTLA4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CTLA4_PATHWAY CD247 CD28 CD3D CD3E CD3G CD80 CD86 CTLA4 GRB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ICOS ICOSLG IL2 ITK LCK PIK3CA PIK3R1 PTPN11 BIOCARTA_CTL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CTL_PATHWAY B2M CD247 CD3D CD3E CD3G FAS FASLG GZMB HLA-A ICAM1 ITGAL ITGB2 PRF1 BIOCARTA_CXCR4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CXCR4_PATHWAY BCAR1 CRK CXCL12 CXCR4 GNAQ HRAS MAP2K1 MAPK1 MAPK3 NFKB1 PIK3C2G PIK3CA PIK3R1 PLCG1 PRKCA PRKCB PTK2B RAF1 RELA BIOCARTA_CYTOKINE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_CYTOKINE_PATHWAY CXCL8 IFNA1 IFNB1 IFNG IL10 IL13 IL15 IL16 IL17A IL18 IL1A IL2 IL3 IL4 IL5 IL6 IL9 TNF TXLNA BIOCARTA_D4GDI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_D4GDI_PATHWAY APAF1 ARHGAP5 ARHGDIB CASP1 CASP10 CASP3 CASP8 CASP9 GZMB JUN PARP1 PRF1 BIOCARTA_DC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DC_PATHWAY ANPEP CD2 CD33 CD40 CD5 CD7 CSF2 IFNA1 IFNB1 IFNG IL10 IL13 IL3 IL4 IL5 ITGAX TLR7 BIOCARTA_DEATH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DEATH_PATHWAY APAF1 BCL2 BID BIRC2 BIRC3 CASP10 CASP3 CASP6 CASP7 CASP8 CASP9 CFLAR CHUK DFFA DFFB FADD GAS2 LMNA MAP3K14 NFKB1 NFKBIA RELA RIPK1 SPTAN1 TNFRSF25 TNFSF10 TRADD TRAF2 XIAP BIOCARTA_DICER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DICER_PATHWAY AGO1 AGO2 AGO3 AGO4 DICER1 BIOCARTA_DNAFRAGMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DNAFRAGMENT_PATHWAY CASP3 CASP7 DFFA DFFB ENDOG GZMB HMGB1 HMGB2 TOP2A TOP2B BIOCARTA_DREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DREAM_PATHWAY CREB1 CREM FOS JUN KCNIP3 MAPK3 OPRK1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_DSP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_DSP_PATHWAY DUSP1 DUSP2 DUSP4 DUSP6 DUSP8 DUSP9 MAPK14 MAPK3 MAPK8 BIOCARTA_ECM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ECM_PATHWAY ARHGAP5 DIAPH1 FYN GSN HRAS ITGB1 MAP2K1 MAPK1 MAPK3 MYL2 PFN1 PIK3CA PIK3CG PIK3R1 RAF1 RHOA ROCK1 SHC1 TLN1 BIOCARTA_EDG1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EDG1_PATHWAY ADCY1 AKT1 ASAH1 ITGAV ITGB3 MAPK1 MAPK3 PDGFA PDGFRA PIK3CA PIK3CG PIK3R1 PLCB1 PRKCA PRKCB RAC1 RHOA S1PR1 SMPD1 SMPD2 SPHK1 SPHKAP BIOCARTA_EEA1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EEA1_PATHWAY EEA1 EGF EGFR HGS RAB5A TF TFRC BIOCARTA_EFP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EFP_PATHWAY CCNB1 CCNB2 CDK1 CDK2 CDK3 CDK4 CDK5 CDK6 CDK7 CDK8 ESR1 SFN SMURF1 SMURF2 TP53 TRIM25 BIOCARTA_EGFR_SMRTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EGFR_SMRTE_PATHWAY EGF EGFR MAP2K1 MAP3K1 MAPK14 NCOR2 RARA RXRA THRA THRB ZBTB16 BIOCARTA_EGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EGF_PATHWAY CSNK2A1 EGF EGFR ELK1 FOS GRB2 HRAS JAK1 JUN MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 PIK3CA PIK3R1 PLCG1 PRKCA PRKCB RAF1 RASA1 SHC1 SOS1 SRF STAT1 STAT3 STAT5A BIOCARTA_EICOSANOID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EICOSANOID_PATHWAY ALOX5 ALOX5AP CYP2J2 CYSLTR1 CYSLTR2 EPHX1 EPHX2 HPGDS PLA2G4A PLCB1 PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGFR PTGIR PTGIS PTGS1 PTGS2 TBXA2R TBXAS1 BIOCARTA_EIF2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EIF2_PATHWAY EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF5 GSK3B BIOCARTA_EIF4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EIF4_PATHWAY AKT1 EIF4A1 EIF4A2 EIF4E EIF4EBP1 EIF4G1 EIF4G2 EIF4G3 GHR IRS1 MAPK1 MAPK14 MAPK3 MKNK1 MTOR PABPC1 PDK2 PDPK1 PIK3CA PIK3R1 PRKCA PRKCB PTEN RPS6KB1 BIOCARTA_EIF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EIF_PATHWAY EEF2 EEF2K EIF1 EIF1AX EIF2S1 EIF2S2 EIF2S3 EIF3A EIF4A1 EIF4A2 EIF4E EIF4G1 EIF4G2 EIF4G3 EIF5 EIF6 BIOCARTA_EOSINOPHILS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EOSINOPHILS_PATHWAY CCL11 CCL5 CCR3 CSF2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL3 IL5 BIOCARTA_EPHA4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EPHA4_PATHWAY ACTA1 EPHA4 EPHB1 FYN ITGB1 LYN RAP1B SELP BIOCARTA_EPONFKB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EPONFKB_PATHWAY ARNT CDKN1A EPO EPOR GRIN1 HIF1A JAK2 NFKB1 NFKBIA RELA SOD2 BIOCARTA_EPO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EPO_PATHWAY CSNK2A1 ELK1 EPO EPOR FOS GRB2 HRAS JAK2 JUN MAP2K1 MAPK3 MAPK8 PLCG1 PTPN6 RAF1 SHC1 SOS1 STAT5A STAT5B BIOCARTA_ERAD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERAD_PATHWAY CANX CUL1 EDEM1 FBXO2 GANAB MAN1A1 MAN1A2 MAN1C1 MAN2A2 MAN2B1 MAN2C1 MOGS RBX1 SAE1 SEC61A1 SKP1 UBA2 UBE2I UGGT1 BIOCARTA_ERBB3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERBB3_PATHWAY EGF EGFR ERBB3 NRG1 UBE2D1 BIOCARTA_ERBB4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERBB4_PATHWAY ADAM17 ERBB4 NRG2 NRG3 PRKCA PRKCB PSEN1 BIOCARTA_ERK5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERK5_PATHWAY AKT1 CREB1 GRB2 HRAS MAPK1 MAPK3 MAPK7 NTRK1 PIK3CA PIK3CG PIK3R1 PLCG1 RPS6KA1 SHC1 BIOCARTA_ERK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERK_PATHWAY DPM2 EGFR ELK1 GNAS GRB2 HRAS IGF1R ITGB1 KLK2 MAP2K1 MAP2K2 MAPK1 MAPK3 MKNK1 MKNK2 MYC NGF NGFR PDGFRA PPP2CA PTPRR RAF1 RPS6KA1 RPS6KA5 SHC1 SOS1 STAT3 BIOCARTA_ERYTH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ERYTH_PATHWAY CCL3 CSF2 CSF3 EPO FLT3 IGF1 IL11 IL1A IL3 IL6 IL9 KITLG TGFB1 TGFB2 TGFB3 BIOCARTA_ETC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ETC_PATHWAY ATP5F1A GPD2 NDUFA1 SDHA SDHB SDHC SDHD SLC25A4 SLC25A6 UQCRC1 BIOCARTA_ETS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ETS_PATHWAY CSF1 CSF1R DDX20 E2F1 E2F4 ETS1 ETS2 ETV3 FOS HDAC2 HDAC5 HRAS JUN NCOR2 RBL1 SIN3A SIN3B BIOCARTA_EXTRINSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_EXTRINSIC_PATHWAY F10 F2 F2R F3 F5 F7 FGA FGB FGG PROC PROS1 SERPINC1 TFPI BIOCARTA_FAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FAS_PATHWAY ARHGDIB CASP10 CASP3 CASP6 CASP7 CASP8 CFLAR DAXX DFFA DFFB FADD FAF1 FAS FASLG JUN LMNA LMNB1 LMNB2 MAP2K4 MAP3K1 MAP3K7 MAPK8 PAK1 PAK2 PARP1 PRKDC PTPN13 RB1 RIPK2 SPTAN1 BIOCARTA_FBW7_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FBW7_PATHWAY CCNE1 CDC34 CDK2 CUL1 E2F1 FBXW7 RB1 SKP1 TFDP1 BIOCARTA_FCER1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FCER1_PATHWAY BTK CALM1 CALM2 CALM3 ELK1 FCER1A FCER1G FOS GRB2 HRAS JUN LYN MAP2K1 MAP2K4 MAP2K7 MAP3K1 MAPK1 MAPK3 MAPK8 MS4A2 NFATC1 NFATC2 NFATC3 NFATC4 PAK2 PIK3CA PIK3CG PIK3R1 PLA2G4A PLCG1 PPP3CA PPP3CB PPP3CC PRKCB RAF1 SHC1 SOS1 SYK VAV1 BIOCARTA_FEEDER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FEEDER_PATHWAY HK1 KHK LCT MPI PGM1 PYGL PYGM TPI1 TREH BIOCARTA_FIBRINOLYSIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FIBRINOLYSIS_PATHWAY CPB2 F13A1 F2 F2R FGA FGB FGG PLAT PLAU PLG SERPINB2 SERPINE1 BIOCARTA_FLUMAZENIL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FLUMAZENIL_PATHWAY GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GPX1 PRKCE SOD1 BIOCARTA_FMLP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FMLP_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1G ELK1 FPR1 GNA15 HRAS MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAP3K1 MAPK1 MAPK14 MAPK3 NCF1 NCF2 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA PAK1 PIK3C2G PLCB1 PPP3CA PPP3CB PPP3CC RAC1 RAF1 RELA BIOCARTA_FOSB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FOSB_PATHWAY CDK5 FOSB GRIA2 JUND PPP1R1B BIOCARTA_FREE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FREE_PATHWAY CXCL8 GPX1 GSR GSS NFKB1 NOX1 RELA SOD1 TNF XDH BIOCARTA_FXR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_FXR_PATHWAY ABCA1 FABP6 LDLR NR0B2 NR1H3 NR1H4 RXRA BIOCARTA_G1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_G1_PATHWAY ABL1 ATM ATR CCNA1 CCND1 CCNE1 CDC25A CDK1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B DHFR E2F1 GSK3B HDAC1 RB1 SKP2 SMAD3 SMAD4 TFDP1 TGFB1 TGFB2 TGFB3 TP53 BIOCARTA_G2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_G2_PATHWAY ATM ATR BRCA1 CCNB1 CDC25A CDC25B CDC25C CDC34 CDK1 CDKN1A CDKN2D CHEK1 CHEK2 EP300 GADD45A MDM2 MYT1 PLK1 PRKDC RPS6KA1 TP53 WEE1 YWHAH YWHAQ BIOCARTA_GABA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GABA_PATHWAY GABARAP GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GPHN NSF UBQLN1 BIOCARTA_GATA3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GATA3_PATHWAY GATA3 IL13 IL4 IL5 MAP2K3 MAPK14 NFATC1 NFATC2 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B BIOCARTA_GCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GCR_PATHWAY ADRB2 AKT1 ANXA1 CALM1 CALM2 CALM3 CORIN GNAS HSP90AA1 NFKB1 NOS3 NPPA NR3C1 PIK3CA PIK3CG PIK3R1 RELA BIOCARTA_GHRELIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GHRELIN_PATHWAY GH1 GHRH GHRL IGF1 IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 RAPGEF5 SST BIOCARTA_GH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GH_PATHWAY GH1 GHR GRB2 HNF1A HRAS INSR IRS1 JAK2 MAP2K1 MAPK1 MAPK3 PIK3CA PIK3CG PIK3R1 PLCG1 PRKCA PRKCB PTPN6 RAF1 RPS6KA1 SHC1 SLC2A4 SOCS1 SOS1 SRF STAT5A STAT5B BIOCARTA_GLEEVEC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GLEEVEC_PATHWAY AKT1 BAD BCR CRKL FOS GRB2 HRAS JAK2 JUN MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 MYC PIK3CA PIK3CG PIK3R1 RAF1 SOS1 STAT1 STAT5A STAT5B BIOCARTA_GPCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GPCR_PATHWAY ADCY1 CALM1 CALM2 CALM3 CREB1 ELK1 FOS GNAQ HRAS JUN MAP2K1 MAPK3 NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PPP3CA PPP3CB PPP3CC PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB RAF1 RPS6KA3 BIOCARTA_GRANULOCYTES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GRANULOCYTES_PATHWAY C5 CSF3 CXCL8 ICAM1 ICAM2 IFNG IL1A ITGAL ITGAM ITGB2 PECAM1 SELL SELP SELPLG TNF BIOCARTA_GSK3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_GSK3_PATHWAY AKT1 APC AXIN1 CCND1 CTNNB1 DVL1 EIF2AK2 FZD1 GJA1 GSK3B LBP LEF1 MYD88 NFKB1 PDPK1 PIK3CA PIK3R1 PPP2CA RELA WNT1 BIOCARTA_HBX_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HBX_PATHWAY CREB1 GRB2 HRAS LAMTOR5 PTK2B SHC1 SOS1 BIOCARTA_HCMV_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HCMV_PATHWAY AKT1 CREB1 MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAP3K1 MAPK1 MAPK14 MAPK3 NFKB1 PIK3CA PIK3CG PIK3R1 RB1 RELA SP1 BIOCARTA_HDAC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HDAC_PATHWAY AKT1 AVP CABIN1 CALM1 CALM2 CALM3 CAMK1 CAMK1G HDAC5 IGF1 IGF1R INSR MAP2K6 MAPK14 MAPK7 MYOD1 NFATC1 NFATC2 PIK3CA PIK3CG PIK3R1 PPP3CA PPP3CB PPP3CC YWHAH BIOCARTA_HER2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HER2_PATHWAY CARM1 EGFR EP300 ERBB2 ERBB3 ERBB4 ESR1 GRB2 GRIP1 HRAS IL6 IL6R IL6ST MAP2K1 MAPK1 MAPK3 PIK3CA PIK3CG PIK3R1 RAF1 SHC1 SOS1 STAT3 BIOCARTA_HES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HES_PATHWAY DLL1 DVL1 FZD1 GSK3B HES1 HES7 HEY2 HNF1A NOTCH1 NOTCH2 RBPJ WNT1 BIOCARTA_HIF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HIF_PATHWAY ARNT ASPH COPS5 CREB1 EDN1 EP300 EPO HIF1A HSP90AA1 JUN LDHA NOS3 P4HB VEGFA VHL BIOCARTA_HIVNEF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HIVNEF_PATHWAY ACTG1 APAF1 ARHGDIB BAG4 BCL2 BID BIRC2 BIRC3 CASP2 CASP3 CASP6 CASP7 CASP8 CASP9 CDK11A CDK11B CFLAR CHUK CRADD DAXX DFFA DFFB FADD FAS FASLG GSN LMNA LMNB1 LMNB2 MAP2K7 MAP3K1 MAP3K14 MAP3K5 MAPK8 MDM2 NFKB1 NFKBIA NUMA1 PAK2 PARP1 PRKCD PRKDC PSEN1 PSEN2 RASA1 RB1 RELA RIPK1 SPTAN1 TNF TNFRSF1A TNFRSF1B TRADD TRAF1 TRAF2 XIAP BIOCARTA_HSP27_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HSP27_PATHWAY ACTA1 APAF1 BCL2 CASP3 CASP9 DAXX FAS FASLG HSPB1 HSPB2 IL1A MAPKAPK2 MAPKAPK3 TNF BIOCARTA_HSWI_SNF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_HSWI_SNF_PATHWAY ACTB ARID1A GTF2A1 NF1 NR3C1 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCE1 TBP BIOCARTA_IFNA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IFNA_PATHWAY IFNA1 IFNAR1 IFNAR2 IFNB1 IRF9 JAK1 STAT1 STAT2 TYK2 BIOCARTA_IFNG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IFNG_PATHWAY IFNG IFNGR1 IFNGR2 JAK1 JAK2 STAT1 BIOCARTA_IGF1MTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IGF1MTOR_PATHWAY AKT1 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF4E EIF4EBP1 GSK3B IGF1 IGF1R INPPL1 MTOR PDK2 PDPK1 PIK3CA PIK3R1 PPP2CA PTEN RPS6KB1 BIOCARTA_IGF1R_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IGF1R_PATHWAY ADCY1 AKT1 BAD GRB2 HRAS IGF1R IRS1 MAP2K1 MAPK1 MAPK3 PIK3CA PIK3R1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAF1 RPS6KA1 SHC1 SOS1 YWHAH BIOCARTA_IGF1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IGF1_PATHWAY CSNK2A1 ELK1 FOS GRB2 HRAS IGF1 IGF1R IRS1 JUN MAP2K1 MAPK3 MAPK8 PIK3CA PIK3CG PIK3R1 PTPN11 RAF1 RASA1 SHC1 SOS1 SRF BIOCARTA_IL10_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL10_PATHWAY BLVRA BLVRB HMOX1 IL10 IL10RA IL10RB IL1A IL6 JAK1 STAT1 STAT3 STAT5A TNF BIOCARTA_IL12_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL12_PATHWAY CCR5 CD247 CD3D CD3E CD3G CXCR3 ETV5 IFNG IL12RB1 IL12RB2 IL18 IL18R1 JAK2 JUN MAP2K6 MAPK14 MAPK8 STAT4 TYK2 BIOCARTA_IL17_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL17_PATHWAY CD2 CD247 CD34 CD3D CD3E CD3G CD4 CD58 CD8A CSF3 CXCL8 IL17A IL3 IL6 KITLG BIOCARTA_IL1R_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL1R_PATHWAY CHUK IFNA1 IFNB1 IKBKB IL1A IL1B IL1R1 IL1RAP IL1RN IL6 IRAK1 IRAK2 IRAK3 JUN MAP2K3 MAP2K6 MAP3K1 MAP3K14 MAP3K7 MAPK14 MAPK8 MYD88 NFKB1 NFKBIA RELA TAB1 TGFB1 TGFB2 TGFB3 TNF TRAF6 BIOCARTA_IL22BP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL22BP_PATHWAY JAK1 JAK2 JAK3 SOCS3 STAT1 STAT3 STAT5A STAT5B TYK2 BIOCARTA_IL2RB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL2RB_PATHWAY AKT1 BAD BCL2 CBL CFLAR CRKL E2F1 FAS FASLG FOS GRB2 HRAS IKZF3 IL2RA IL2RB IL2RG IRS1 JAK1 JAK3 MAPK1 MAPK3 MYC NMI PIK3CA PIK3CG PIK3R1 PPIA PTPN6 RAF1 RPS6KB1 SHC1 SOCS1 SOCS3 SOS1 STAT5A STAT5B SYK BIOCARTA_IL2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL2_PATHWAY CSNK2A1 ELK1 FOS GRB2 HRAS IL2 IL2RA IL2RB IL2RG JAK1 JAK3 JUN LCK MAP2K1 MAPK3 MAPK8 RAF1 SHC1 SOS1 STAT5A STAT5B SYK BIOCARTA_IL3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL3_PATHWAY CSF2RB FOS GRB2 HRAS IL3 IL3RA JAK2 MAP2K1 MAPK3 PTPN6 RAF1 SHC1 SOS1 STAT5A STAT5B BIOCARTA_IL4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL4_PATHWAY AKT1 GRB2 IL2RG IL4 IL4R IRS1 JAK1 JAK3 RPS6KB1 SHC1 STAT6 BIOCARTA_IL5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL5_PATHWAY CCL11 CCR3 CD4 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL1B IL4 IL5 IL5RA IL6 BIOCARTA_IL6_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL6_PATHWAY CEBPB CSNK2A1 ELK1 FOS GRB2 HRAS IL6 IL6R IL6ST JAK1 JAK2 JAK3 JUN MAP2K1 MAPK3 PTPN11 RAF1 SHC1 SOS1 SRF STAT3 BIOCARTA_IL7_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IL7_PATHWAY BCL2 CREBBP EP300 FYN IL7 IL7R JAK1 JAK3 LCK NMI PIK3CA PIK3CG PIK3R1 PTK2B STAT5A STAT5B BIOCARTA_INFLAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_INFLAM_PATHWAY CD4 CSF1 CSF2 CSF3 CXCL8 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFNA1 IFNB1 IFNG IL10 IL11 IL13 IL15 IL1A IL2 IL3 IL4 IL5 IL6 IL7 PDGFA TGFB1 TGFB2 TGFB3 TNF BIOCARTA_INSULIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_INSULIN_PATHWAY CSNK2A1 ELK1 FOS GRB2 HRAS INSR IRS1 JUN MAP2K1 MAPK3 MAPK8 PIK3CA PIK3CG PIK3R1 PTPN11 RAF1 RASA1 SHC1 SLC2A4 SOS1 SRF BIOCARTA_INTEGRIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_INTEGRIN_PATHWAY ACTA1 ACTN1 ACTN2 ACTN3 BCAR1 BCR CAPN1 CAPNS1 CAPNS2 CAV1 CRKL CSK FYN GRB2 HRAS ITGB1 JUN MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK8 PPP1R12B RAF1 RAP1A RAPGEF1 RHOA ROCK1 SHC1 SOS1 TLN1 TNS1 VCL ZYX BIOCARTA_INTRINSIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_INTRINSIC_PATHWAY COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 F10 F11 F12 F2 F2R F5 F8 F9 FGA FGB FGG KLKB1 KNG1 PROC PROS1 SERPINC1 SERPING1 BIOCARTA_ION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_ION_PATHWAY P2RY2 PLCG1 PRKCA PRKCB PTK2B BIOCARTA_IRES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_IRES_PATHWAY EIF3A EIF4A1 EIF4A2 EIF4E EIF4G1 EIF4G2 EIF4G3 BIOCARTA_KERATINOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_KERATINOCYTE_PATHWAY BCL2 CEBPA CHUK DAXX EGF EGFR ETS1 ETS2 FAS FASLG FOS HOXA7 HRAS IKBKB JUN MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K5 MAPK1 MAPK13 MAPK14 MAPK3 MAPK8 NFKB1 NFKBIA PPP2CA PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ RAF1 RELA RIPK1 SP1 TNF TNFRSF1A TNFRSF1B TRAF2 BIOCARTA_KREB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_KREB_PATHWAY ACO2 CS FH IDH2 MDH1 OGDH SDHA SUCLA2 BIOCARTA_LAIR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LAIR_PATHWAY C3 C5 C6 C7 CXCL8 ICAM1 IL1A IL6 ITGA4 ITGAL ITGB1 ITGB2 KNG1 SELP SELPLG TNF VCAM1 BIOCARTA_LDL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LDL_PATHWAY ACAT1 CCL2 CSF1 IL6 LDLR LPL BIOCARTA_LECTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LECTIN_PATHWAY C2 C3 C4A C4B C4B_2 C5 C6 C7 C8A C9 MASP1 MASP2 MBL2 BIOCARTA_LEPTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LEPTIN_PATHWAY ACACA CPT1A LEP LEPR PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 BIOCARTA_LIS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LIS1_PATHWAY ABL1 CDK5 CDK5R1 CLIP1 CSNK2A1 DCTN1 DCTN3 DCTN6 DCX DNAH1 DNAH2 DNAH3 DNAH6 DNAH8 DYNLL1 LRP8 NDEL1 PAFAH1B1 RELN BIOCARTA_LONGEVITY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LONGEVITY_PATHWAY AKT1 CAT FOXO3 GH1 GHR HRAS IGF1 IGF1R PIK3CA PIK3CG PIK3R1 SHC1 SOD1 SOD2 SOD3 BIOCARTA_LYMPHOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LYMPHOCYTE_PATHWAY CD44 ICAM1 ITGA4 ITGAL ITGB1 ITGB2 PECAM1 SELE SELL BIOCARTA_LYM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_LYM_PATHWAY CD34 CXCL8 GLYCAM1 ICAM1 ICAM2 IL1A ITGA4 ITGAL ITGB1 ITGB2 MADCAM1 PECAM1 SELL VCAM1 BIOCARTA_MALATEX_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MALATEX_PATHWAY ACLY CS MDH1 ME1 PC PDHA1 SLC25A1 SLC25A11 BIOCARTA_MAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MAL_PATHWAY ACTA1 CDC42 DIAPH1 HNF1A HRAS LIMK1 MAL MAP2K1 MAP2K2 MAP3K1 MAP4K2 MAPK1 MAPK3 MAPK8 RAC1 RAF1 RHOA ROCK1 SRF BIOCARTA_MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MAPK_PATHWAY ATF2 CEBPA CHUK CREB1 DAXX ELK1 FOS GRB2 HRAS IKBKB JUN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAX MKNK1 MKNK2 MYC NFKB1 NFKBIA PAK1 PAK2 RAC1 RAF1 RAPGEF2 RELA RIPK1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KB1 RPS6KB2 SHC1 SP1 STAT1 TGFB1 TGFB2 TGFB3 TGFBR1 TRADD TRAF2 BIOCARTA_MCALPAIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MCALPAIN_PATHWAY ACTA1 CAPN1 CAPN2 CAPNS1 CAPNS2 CXCR3 EGF EGFR EZR HRAS ITGB1 MYL2 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B TLN1 BIOCARTA_MCM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MCM_PATHWAY CCNE1 CDC6 CDK2 CDKN1B CDT1 KITLG MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 BIOCARTA_MEF2D_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MEF2D_PATHWAY CABIN1 CALM1 CALM2 CALM3 CAPN2 CAPNS1 CAPNS2 EP300 HDAC1 HDAC2 MEF2D NFATC1 NFATC2 PPP3CA PPP3CB PPP3CC PRKCA PRKCB BIOCARTA_MELANOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MELANOCYTE_PATHWAY BCL2 CREB1 EP300 KIT KITLG MITF RPS6KA1 BIOCARTA_MET_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MET_PATHWAY ACTA1 CRK CRKL DOCK1 ELK1 FOS GAB1 GRB2 HGF HRAS ITGB1 JUN MAP2K1 MAP2K2 MAP4K1 MAPK1 MAPK3 MAPK8 MET PAK1 PIK3CA PIK3CG PIK3R1 PTEN PTK2B PTPN11 RAF1 RAP1A RAP1B RAPGEF1 RASA1 SOS1 STAT3 BIOCARTA_MHC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MHC_PATHWAY B2M CD74 HLA-A HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 PSMB5 PSMB6 PSMB8 PSMB9 TAP1 TAP2 BIOCARTA_MITOCHONDRIA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MITOCHONDRIA_PATHWAY AIFM1 APAF1 BAK1 BAX BCL2 BID BIK BIRC2 BIRC3 CASP3 CASP6 CASP7 CASP8 CASP9 DFFA DFFB DIABLO ENDOG XIAP BIOCARTA_MITR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MITR_PATHWAY CAMK1 CAMK1G HDAC9 MYOD1 YWHAH BIOCARTA_MONOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MONOCYTE_PATHWAY CD44 ICAM1 ITGA4 ITGAL ITGAM ITGB1 ITGB2 PECAM1 SELE SELL SELP BIOCARTA_MPR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MPR_PATHWAY ACTA1 ADCY1 CAP1 CCNB1 CDC25C CDK1 HRAS MAPK1 MAPK3 MYT1 PAQR5 PAQR7 PGR PIN1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RPS6KA1 BIOCARTA_MRP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MRP_PATHWAY ABCB1 ABCB11 ABCB4 ABCC1 ABCC3 GSTP1 BIOCARTA_MSP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MSP_PATHWAY CCL2 CSF1 IL1B MST1 MST1R TNF BIOCARTA_MTA3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MTA3_PATHWAY ALDOA CDH1 CTSD ESR1 GAPDH GREB1 HDAC1 HSPB1 HSPB2 MBD3 MTA1 MTA3 PDZK1 SNAI1 SNAI2 TUBA1A TUBA3C TUBA4A BIOCARTA_MTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MTOR_PATHWAY AKT1 EIF3A EIF4A1 EIF4A2 EIF4E EIF4EBP1 EIF4G1 EIF4G2 EIF4G3 MKNK1 MTOR PDK2 PDPK1 PIK3CA PIK3R1 PPP2CA PTEN RHEB RPS6KB1 SHLD2P3 TSC1 TSC2 BIOCARTA_MYOSIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_MYOSIN_PATHWAY ARHGAP5 ARHGEF1 GNA12 GNA13 GNAQ PKN1 PLCB1 PPP1R12B PRKCA PRKCB ROCK1 BIOCARTA_NDKDYNAMIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NDKDYNAMIN_PATHWAY AP2A1 AP2M1 CALM1 CALM2 CALM3 DNM1 EPN1 EPS15 NME1 NME1-NME2 NME2 PICALM PPP3CA PPP3CB PPP3CC SYNJ1 SYNJ2 BIOCARTA_NEUTROPHIL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NEUTROPHIL_PATHWAY CD44 ICAM1 ITGAL ITGAM ITGB2 PECAM1 SELE SELL BIOCARTA_NFAT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NFAT_PATHWAY ACTA1 AGT AKT1 CALM1 CALM2 CALM3 CALR CAMK1 CAMK1G CAMK4 CREBBP CSNK1A1 CTF1 EDN1 ELSPBP1 F2 FGF2 GATA4 GSK3B HAND1 HAND2 HBEGF HRAS IGF1 MAP2K1 MAPK1 MAPK14 MAPK3 MAPK8 MEF2C MYH2 NFATC1 NFATC2 NFATC3 NFATC4 NKX2-5 NPPA PIK3CA PIK3CG PIK3R1 PPP3CA PPP3CB PPP3CC PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAF1 RPS6KB1 BIOCARTA_NFKB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NFKB_PATHWAY CHUK FADD IKBKB IKBKG IL1A IL1R1 MAP3K1 MAP3K14 MAP3K7 MYD88 NFKB1 NFKBIA RELA RIPK1 TAB1 TNF TNFAIP3 TNFRSF1A TNFRSF1B TRADD TRAF6 BIOCARTA_NGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NGF_PATHWAY CSNK2A1 DPM2 ELK1 FOS GRB2 HRAS JUN KLK2 MAP2K1 MAPK3 MAPK8 NGF NGFR PIK3CA PIK3CG PIK3R1 PLCG1 RAF1 SHC1 SOS1 BIOCARTA_NKCELLS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NKCELLS_PATHWAY B2M HLA-A IL18 ITGB1 KLRC1 KLRC2 KLRC3 KLRC4 KLRD1 LAT MAP2K1 MAPK3 PAK1 PIK3CA PIK3R1 PTK2B PTPN6 RAC1 SYK VAV1 BIOCARTA_NKT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NKT_PATHWAY CCL3 CCL4 CCR1 CCR3 CCR4 CCR5 CCR7 CD28 CD4 CD40LG CSF2 CXCR3 CXCR4 IFNG IFNGR1 IFNGR2 IL12RB1 IL12RB2 IL18R1 IL2 IL4 IL4R IL5 TGFB1 TGFB2 TGFB3 BIOCARTA_NO1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NO1_PATHWAY ACTA1 AKT1 BDKRB2 CALM1 CALM2 CALM3 CAV1 CHRM1 CHRNA1 FLT1 FLT4 HSP90AA1 KDR KNG1 NOS3 PDE2A PDE3A PDE3B PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RYR2 SLC7A1 TNNI1 VEGFA BIOCARTA_NO2IL12_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NO2IL12_PATHWAY CCR5 CD2 CD247 CD3D CD3E CD3G CD4 CXCR3 IFNG IL12RB1 IL12RB2 JAK2 NOS2 STAT4 TYK2 BIOCARTA_NOS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NOS1_PATHWAY CALM1 CALM2 CALM3 DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D NOS1 PPP3CA PPP3CB PPP3CC PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB BIOCARTA_NOTCH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NOTCH_PATHWAY ADAM17 DLL1 FURIN NOTCH1 PSEN1 RBPJ BIOCARTA_NPC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NPC_PATHWAY KPNA2 KPNB1 NUP153 NUP210 NUP214 NUP62 NUTF2 RAN RANBP2 RANGAP1 RCC1 BIOCARTA_NPP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NPP1_PATHWAY ALPL COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 ENPP1 IBSP SPP1 BIOCARTA_NTHI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NTHI_PATHWAY CHUK CREBBP CXCL8 DUSP1 EP300 IKBKB IL1B MAP2K3 MAP2K6 MAP3K14 MAP3K7 MAPK11 MAPK14 MYD88 NFKB1 NFKBIA NR3C1 RELA SMAD3 SMAD4 TGFBR1 TGFBR2 TNF BIOCARTA_NUCLEARRS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_NUCLEARRS_PATHWAY ABCA1 ABCB1 ABCB11 ABCB4 ABCC2 ABCC3 ABCD2 ABCD3 ABCG1 ABCG5 CYP1A2 CYP24A1 CYP26A1 CYP27B1 CYP2B6 CYP2C9 CYP2E1 CYP3A4 CYP4A11 CYP4A22 CYP4B1 CYP8B1 NR0B2 NR1H3 NR1H4 NR1I2 NR1I3 PPARA PPARD PPARG RARA RARB RARG VDR BIOCARTA_P27_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P27_PATHWAY CCNE1 CDK2 CDKN1B CKS1B CUL1 E2F1 NEDD8 RB1 RBX1 SKP1 SKP2 TFDP1 UBE2M BIOCARTA_P35ALZHEIMERS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P35ALZHEIMERS_PATHWAY APP CAPN1 CAPNS1 CAPNS2 CDK5 CDK5R1 GSK3B PPP2CA BIOCARTA_P38MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P38MAPK_PATHWAY ATF2 CDC42 CREB1 DAXX DDIT3 ELK1 GRB2 HMGN1 HRAS HSPB1 HSPB2 MAP2K4 MAP2K6 MAP3K1 MAP3K5 MAP3K7 MAP3K9 MAPK14 MAPKAPK2 MAPKAPK5 MAX MKNK1 MYC PLA2G4A RAC1 RAPGEF2 RIPK1 RPS6KA5 SHC1 STAT1 TGFB1 TGFB2 TGFB3 TGFBR1 TRADD TRAF2 BIOCARTA_P53HYPOXIA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P53HYPOXIA_PATHWAY ABCB1 AKT1 ATM BAX CDKN1A DNAJB1 EP300 FHL2 GADD45A HIC1 HIF1A HSP90AA1 HSPA1A IGFBP3 MAPK8 MDM2 NFKBIB NQO1 RPA1 TAF1 TP53 BIOCARTA_P53_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_P53_PATHWAY APAF1 ATM BAX BCL2 CCND1 CCNE1 CDK2 CDK4 CDKN1A E2F1 GADD45A MDM2 PCNA RB1 TIMP3 TP53 BIOCARTA_PAR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PAR1_PATHWAY ADCY1 ARHGEF1 F2 F2R F2RL3 GNA12 GNA13 GNAQ MAP3K7 PIK3CA PIK3CG PIK3R1 PLCB1 PPP1R12B PRKCA PRKCB PTK2B RHOA ROCK1 BIOCARTA_PARKIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PARKIN_PATHWAY GPR37 SEPTIN5 SNCA SNCAIP SUMO1 UBE2F UBE2G1 UBE2G2 BIOCARTA_PCAF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PCAF_PATHWAY ATF2 CREBBP HMGB1 IRF1 IRF2 IRF3 IRF4 IRF5 IRF7 JUN KAT2B NFKB1 RELA BIOCARTA_PDGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PDGF_PATHWAY CSNK2A1 ELK1 FOS GRB2 HRAS JAK1 JUN MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 PDGFA PDGFRA PIK3CA PIK3CG PIK3R1 PLCG1 PRKCA PRKCB RAF1 RASA1 SHC1 SOS1 SRF STAT1 STAT3 STAT5A BIOCARTA_PDZS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PDZS_PATHWAY ACTA1 ADD1 ANK1 CASK DLG1 DLG2 DLG3 DLG4 ENSG00000247416 EPB41 GRIN1 GUK1 NCAM1 NFASC NRXN3 PCLO SPTAN1 SPTBN1 BIOCARTA_PELP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PELP1_PATHWAY CREBBP EP300 ESR1 MAPK1 MAPK3 PELP1 BIOCARTA_PEPI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PEPI_PATHWAY CELA1 CELA2A CELA2B CELA3B CXCL8 ELANE GRN SLPI BIOCARTA_PGC1A_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PGC1A_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1G CAMK4 ESRRA HDAC5 PPARA PPARGC1A PPP3CA PPP3CB PPP3CC SLC2A4 YWHAH BIOCARTA_PITX2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PITX2_PATHWAY APC AXIN1 CREBBP CTNNB1 DVL1 EP300 FZD1 GSK3B HDAC1 KAT5 LDB1 LEF1 MED1 PITX2 TRRAP WNT1 BIOCARTA_PKC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PKC_PATHWAY GNAQ NFKB1 NFKBIA PLCB1 PRKCA PRKCB RELA BIOCARTA_PLATELETAPP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLATELETAPP_PATHWAY APP COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 F11 F2 F9 PLAT PLAU PLG SERPINE1 BIOCARTA_PLCD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLCD_PATHWAY ADRA1B PLCD1 PRKCA PRKCB TGM2 BIOCARTA_PLCE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLCE_PATHWAY ADCY1 ADRB2 PLCE1 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTGER1 RAP2B BIOCARTA_PLC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLC_PATHWAY AKT1 PIK3CA PIK3CG PIK3R1 PLCB1 PLCG1 PRKCA PRKCB VAV1 BIOCARTA_PLK3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PLK3_PATHWAY ATM ATR CDC25C CHEK1 CHEK2 PLK3 TP53 YWHAH BIOCARTA_PML_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PML_PATHWAY CREBBP DAXX FAS FASLG HRAS PAX3 PML PRAM1 RARA RB1 SIRT1 SP100 SUMO1 TNF TNFRSF1A TNFRSF1B TP53 BIOCARTA_PPARA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PPARA_PATHWAY ACOX1 APOA1 APOA2 CITED2 CREBBP DUSP1 DUT EHHADH EP300 FABP1 HSD17B4 HSP90AA1 HSPA1A JUN LPL MAPK1 MAPK3 ME1 MED1 MRPL11 MYC NCOA1 NCOR1 NCOR2 NFKBIA NOS2 NR0B2 NR1H3 NRIP1 PDGFA PIK3CA PIK3CG PIK3R1 PPARA PPARGC1A PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PTGS2 RB1 RELA RXRA SP1 SRA1 STAT5A STAT5B TNF BIOCARTA_PPARG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PPARG_PATHWAY CREBBP EP300 LPL MED1 NCOA1 PPARG PPARGC1A RXRA BIOCARTA_PRC2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PRC2_PATHWAY BMI1 CBX4 COMMD3-BMI1 EED EZH1 EZH2 HDAC1 HDAC2 PHC1 RBBP4 RBBP7 RING1 SUZ12 YY1 BIOCARTA_PRION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PRION_PATHWAY APLP1 BCL2 DNAJB1 DNAJB6 GFAP HSPA5 LAMA1 LAMB1 LAMC1 NFE2L2 PRNP RPSA BIOCARTA_PROTEASOME_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PROTEASOME_PATHWAY PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 RPN1 RPN2 UBA1 UBE2A UBE3A BIOCARTA_PS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PS1_PATHWAY ADAM17 APC AXIN1 BTRC CTNNB1 DLL1 DVL1 FZD1 GSK3B HNF1A NOTCH1 PSEN1 RBPJ WNT1 BIOCARTA_PTC1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PTC1_PATHWAY CCNB1 CCNH CDC25A CDC25B CDC25C CDK1 CDK7 MNAT1 PTCH1 SHH XPO1 BIOCARTA_PTDINS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PTDINS_PATHWAY AKT1 AP2A1 AP2M1 ARF1 ARHGEF2 BAD BTK EEA1 GSK3A GSK3B JAG1 LYN PDPK1 PFKL PFKM PFKP PLCG1 PRKCE PRKCZ RAB5A RAC1 RPS6KB1 VAV2 BIOCARTA_PTEN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PTEN_PATHWAY AKT1 BCAR1 CDKN1B EGFR FASLG FOXO3 GRB2 ILK ITGB1 MAPK1 MAPK3 PDK2 PDPK1 PIK3CA PIK3R1 PTEN SHC1 SOS1 BIOCARTA_PYK2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_PYK2_PATHWAY BCAR1 CALM1 CALM2 CALM3 CRKL GNAQ GRB2 HRAS JUN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP3K1 MAPK1 MAPK14 MAPK3 MAPK8 PAK1 PLCG1 PRKCA PRKCB PTK2B RAC1 RAF1 SHC1 SOS1 BIOCARTA_RAB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RAB_PATHWAY ACTA1 RAB11A RAB1A RAB27A RAB2A RAB3A RAB4A RAB5A RAB6A RAB6C RAB7A RAB8A RAB9A BIOCARTA_RAC1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RAC1_PATHWAY ARFIP2 CDK5 CDK5R1 CHN1 LIMK1 MAP3K1 MYL2 NCF2 PAK1 PDGFRA PIK3CA PIK3CG PIK3R1 PLD1 PPP1R12B RAC1 RALBP1 RPS6KB1 TRIO VAV1 WASF1 BIOCARTA_RACCYCD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RACCYCD_PATHWAY AKT1 CCND1 CCNE1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CHUK E2F1 HRAS IKBKB IKBKG MAPK1 MAPK3 NFKB1 NFKBIA PAK1 PIK3CA PIK3R1 RAC1 RAF1 RB1 RELA RHOA TFDP1 BIOCARTA_RACC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RACC_PATHWAY ADCY1 GNAS GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 KCNQ2 KCNQ3 KCNQ4 KCNQ5 NOS3 TRPC3 TRPC4 TRPC5 TRPV4 BIOCARTA_RANBP2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RANBP2_PATHWAY HDAC1 HDAC4 HDAC6 HDAC9 MDM2 PIAS1 PIAS2 RAN RANBP2 RANGAP1 SUMO1 BIOCARTA_RANKL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RANKL_PATHWAY EIF2AK2 FOS FOSL1 FOSL2 IFNAR1 IFNAR2 IFNB1 IRF9 MAPK8 NFKB1 RELA TNFRSF11A TNFSF11 TRAF6 BIOCARTA_RANMS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RANMS_PATHWAY AURKA KIF15 KPNA2 KPNB1 NUMA1 RAN RANBP1 RANGAP1 RCC1 TPX2 BIOCARTA_RAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RAN_PATHWAY RAN RANBP1 RANBP2 RANGAP1 RCC1 BIOCARTA_RARRXR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RARRXR_PATHWAY GTF2A1 KAT2B NCOA1 NCOR2 RARA RXRA TBP BIOCARTA_RAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RAS_PATHWAY AKT1 BAD CASP9 CDC42 CHUK ELK1 FOXO4 HRAS MAP2K1 MAPK3 NFKB1 PIK3CA PIK3CG PIK3R1 PLD1 RAC1 RAF1 RALA RALBP1 RALGDS RELA RHOA BIOCARTA_RB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RB_PATHWAY ATM CDC25A CDC25B CDC25C CDK1 CDK2 CDK4 CHEK1 MYT1 RB1 TP53 WEE1 YWHAH BIOCARTA_RECK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RECK_PATHWAY HRAS MMP14 MMP2 MMP9 RECK TIMP1 TIMP2 TIMP3 TIMP4 BIOCARTA_REELIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_REELIN_PATHWAY CDK5 CDK5R1 DAB1 FYN LRP8 RELN VLDLR BIOCARTA_RELA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RELA_PATHWAY CHUK CREBBP EP300 FADD IKBKB IKBKG NFKB1 NFKBIA RELA RIPK1 TNF TNFRSF1A TNFRSF1B TRADD TRAF6 BIOCARTA_RHODOPSIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RHODOPSIN_PATHWAY ENSG00000236754 GRK1 GUCA1ANB-GUCA1A PDE6A PDE6B PDE6G RCVRN RHO SAG SLC25A18 SLC25A22 BIOCARTA_RHO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RHO_PATHWAY ARHGAP1 ARHGAP4 ARHGAP5 ARHGAP6 ARHGEF1 ARHGEF11 ARHGEF5 BAIAP2 DIAPH1 GSN LIMK1 MYL2 OPHN1 PFN1 PIP5K1A PIP5K1B PPP1R12B RHOA ROCK1 TLN1 VCL BIOCARTA_RNAPOL3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RNAPOL3_PATHWAY BRF1 GTF3C1 GTF3C3 GTF3C4 GTF3C5 SSB TBP BIOCARTA_RNA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_RNA_PATHWAY CHUK DNAJC3 EIF2AK2 EIF2S1 EIF2S2 MAP3K14 NFKB1 NFKBIA RELA TP53 BIOCARTA_S1P_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_S1P_PATHWAY HMGCS1 LDLR LIMA1 MBTPS1 MBTPS2 SCAP SREBF1 SREBF2 BIOCARTA_SALMONELLA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SALMONELLA_PATHWAY ACTA1 CDC42 RAC1 WASF1 WASL BIOCARTA_SAM68_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SAM68_PATHWAY CDK1 HRAS KHDRBS1 MAPK1 MAPK3 RASA1 BIOCARTA_SARS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SARS_PATHWAY ANPEP CKM EIF4E FBL GPT MAPK14 NCL BIOCARTA_SET_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SET_PATHWAY ANP32A APEX1 CREBBP DFFA DFFB GZMA GZMB HMGB2 PRF1 SET BIOCARTA_SHH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SHH_PATHWAY DYRK1A DYRK1B GLI1 GLI2 GLI3 GSK3B PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTCH1 SHH SMO SUFU BIOCARTA_SKP2E2F_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SKP2E2F_PATHWAY CCNA1 CCNE1 CDC34 CDK2 CUL1 E2F1 RB1 SKP1 SKP2 TFDP1 BIOCARTA_SLRP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SLRP_PATHWAY BGN DCN EPYC FMOD KERA LUM BIOCARTA_SM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SM_PATHWAY SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SRSF2 U2AF1 BIOCARTA_SODD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SODD_PATHWAY BAG4 BIRC3 CASP8 FADD RIPK1 TNF TNFRSF1A TNFRSF1B TRADD TRAF2 BIOCARTA_SPPA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SPPA_PATHWAY F2 F2R F2RL3 HRAS ITGB1 MAP2K1 MAPK1 MAPK3 PLA2G4A PLCB1 PRKCA PRKCB PTGS1 RAF1 SYK TBXAS1 BIOCARTA_SPRY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SPRY_PATHWAY CBL EGF EGFR GRB2 HRAS MAP2K1 MAPK1 MAPK3 PTPRB RAF1 RASA1 SHC1 SOS1 SPRY1 SPRY2 SPRY3 SPRY4 BIOCARTA_SRCRPTP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SRCRPTP_PATHWAY CCNB1 CDC25A CDC25B CDC25C CDK1 CSK GRB2 PRKCA PRKCB PTPRA VPS16 BIOCARTA_STAT3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_STAT3_PATHWAY JAK1 JAK2 JAK3 MAPK1 MAPK3 MTOR STAT3 TYK2 BIOCARTA_STATHMIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_STATHMIN_PATHWAY CAMK4 CCNB1 CD2 CD247 CD3D CD3E CD3G CDK1 HSPA5 MAPK13 PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RB1CC1 STMN1 TSG101 UHMK1 BIOCARTA_STEM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_STEM_PATHWAY CD4 CD8A CSF1 CSF2 CSF3 CXCL8 EPO IL11 IL2 IL3 IL4 IL5 IL6 IL7 IL9 BIOCARTA_STRESS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_STRESS_PATHWAY ATF1 CASP2 CHUK CRADD IKBKB IKBKG JUN MAP2K3 MAP2K4 MAP2K6 MAP3K1 MAP3K14 MAP4K2 MAPK14 MAPK8 NFKB1 NFKBIA RELA RIPK1 TANK TNF TNFRSF1A TRADD TRAF2 BIOCARTA_SUMO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_SUMO_PATHWAY SAE1 SUMO1 SUMO2 SUMO3 UBA2 UBE2I BIOCARTA_TALL1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TALL1_PATHWAY CHUK MAP3K14 MAPK14 MAPK8 NFKB1 RELA TNFRSF13C TNFRSF17 TNFSF12 TNFSF12-TNFSF13 TNFSF13 TNFSF13B TRAF2 TRAF3 TRAF6 BIOCARTA_TCAPOPTOSIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TCAPOPTOSIS_PATHWAY CCR5 CD247 CD28 CD3D CD3E CD3G CD4 FAS FASLG BIOCARTA_TCRA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TCRA_PATHWAY CD247 CD3D CD3E CD3G CD4 FYN HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 LCK PTPRC ZAP70 BIOCARTA_TCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TCR_PATHWAY CALM1 CALM2 CALM3 CD247 CD3D CD3E CD3G ELK1 FOS FYN GRB2 HRAS JUN LAT LCK MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA PIK3CA PIK3CG PIK3R1 PLCG1 PPP3CA PPP3CB PPP3CC PRKCA PRKCB PTPN7 RAC1 RAF1 RASA1 RELA SHC1 SOS1 VAV1 ZAP70 BIOCARTA_TCYTOTOXIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TCYTOTOXIC_PATHWAY CD2 CD247 CD28 CD3D CD3E CD3G CD8A ICAM1 ITGAL ITGB2 PTPRC THY1 BIOCARTA_TEL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TEL_PATHWAY AKT1 BCL2 EGFR HSP90AA1 IGF1R KRAS MYC PPP2CA PRKCA RB1 TEP1 TERF1 TERT TNKS TP53 XRCC5 XRCC6 BIOCARTA_TERC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TERC_PATHWAY NFYA NFYB NFYC RB1 SP1 SP3 BIOCARTA_TERT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TERT_PATHWAY HDAC1 MAX MYC MZF1 SP1 SP3 TP53 WT1 BIOCARTA_TFF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TFF_PATHWAY AKT1 APAF1 BAD CASP9 CTNNB1 EGFR ERBB2 GH1 GHR GRB2 HRAS ITGB1 MAPK1 MAPK3 MUC2 PIK3CA PIK3CG PIK3R1 RHOA SHC1 SOS1 TFF1 TFF2 TFF3 BIOCARTA_TGFB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TGFB_PATHWAY APC CDH1 CREBBP EP300 MAP2K1 MAP3K7 MAPK3 SKIL SMAD2 SMAD3 SMAD4 SMAD7 TAB1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 ZFYVE9 BIOCARTA_TH1TH2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TH1TH2_PATHWAY CD28 CD40 CD40LG CD86 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFNG IFNGR1 IFNGR2 IL12A IL12B IL12RB1 IL12RB2 IL18 IL18R1 IL2 IL2RA IL4 IL4R NR1I2 BIOCARTA_THELPER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_THELPER_PATHWAY CD2 CD247 CD28 CD3D CD3E CD3G CD4 ICAM1 ITGAL ITGB2 PTPRC THY1 BIOCARTA_TID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TID_PATHWAY DNAJA3 HSPA1A IFNG IFNGR1 IFNGR2 IKBKB JAK2 LIN7A NFKB1 NFKBIA RB1 RELA TAX1BP3 TNF TNFRSF1A TNFRSF1B TP53 USH1C WT1 BIOCARTA_TNFR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TNFR1_PATHWAY ARHGDIB BAG4 CASP2 CASP3 CASP8 CRADD DFFA DFFB FADD JUN LMNA LMNB1 LMNB2 MADD MAP2K4 MAP3K1 MAP3K7 MAPK8 PAK1 PAK2 PARP1 PRKDC RB1 RIPK1 SPTAN1 TNF TNFRSF1A TRADD TRAF2 BIOCARTA_TNFR2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TNFR2_PATHWAY CHUK DUSP1 ELP1 IKBKB IKBKG MAP3K1 MAP3K14 NFKB1 NFKBIA RELA RIPK1 TANK TNFAIP3 TNFRSF1B TRAF1 TRAF2 TRAF3 BIOCARTA_TOB1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TOB1_PATHWAY CD247 CD28 CD3D CD3E CD3G IFNG IL2 IL2RA IL4 SMAD3 SMAD4 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TOB1 TOB2 BIOCARTA_TOLL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TOLL_PATHWAY CHUK EIF2AK2 ELK1 FOS IKBKB IKBKG JUN MAP2K3 MAP2K4 MAP2K6 MAP3K1 MAP3K14 MAP3K7 MAPK14 MAPK8 MYD88 NFKB1 NFKBIA PGLYRP1 PPARA RELA TAB1 TLR3 TLR7 TRAF6 BIOCARTA_TPO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TPO_PATHWAY CSNK2A1 FOS GRB2 HRAS JAK2 JUN MAP2K1 MAPK3 MPL PIK3CA PIK3CG PIK3R1 PLCG1 PRKCA PRKCB RAF1 RASA1 SHC1 SOS1 STAT1 STAT3 STAT5A STAT5B THPO BIOCARTA_TRKA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TRKA_PATHWAY AKT1 DPM2 GRB2 HRAS KLK2 NGF NTRK1 PIK3CA PIK3R1 PLCG1 PRKCA PRKCB SHC1 SOS1 BIOCARTA_TSP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TSP1_PATHWAY CASP3 CD36 FOS FYN JUN MAPK14 THBS1 BIOCARTA_TUBBY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_TUBBY_PATHWAY CHRM1 GNAQ HTR2C PLCB1 TUB BIOCARTA_UCALPAIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_UCALPAIN_PATHWAY ACTA1 ACTN1 ACTN2 ACTN3 CAPN1 CAPNS1 CAPNS2 EZR ITGB1 ITGB3 RAC1 RHOA SPTAN1 TLN1 BIOCARTA_VDR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VDR_PATHWAY ACTL6A ARID1A BAZ1B CARM1 CHAF1A COPS2 CREBBP EP300 HDAC1 KAT2B MED1 NCOA1 NCOR1 PRMT1 RXRA SMARCA4 SMARCC1 SMARCC2 SMARCD1 SMARCE1 SUPT16H TOP2B TSC2 VDR BIOCARTA_VEGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VEGF_PATHWAY ARNT EIF1 EIF1AX EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 ELAVL1 FLT1 FLT4 HIF1A HRAS KDR NOS3 PIK3CA PIK3CG PIK3R1 PLCG1 PRKCA PRKCB SHC1 VEGFA VHL BIOCARTA_VIP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VIP_PATHWAY CALM1 CALM2 CALM3 CHUK EGR2 EGR3 GNAQ MAP3K1 MYC NFATC1 NFATC2 NFKB1 NFKBIA PLCG1 PPP3CA PPP3CB PPP3CC PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RELA VIP VIPR2 BIOCARTA_VITCB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VITCB_PATHWAY COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 P4HB SLC23A1 SLC23A2 SLC2A1 SLC2A3 BIOCARTA_VOBESITY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_VOBESITY_PATHWAY ADIPOQ HSD11B1 LPL NR3C1 PPARG RETN RXRA TNF BIOCARTA_WNT_LRP6_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_WNT_LRP6_PATHWAY DKK1 DKK2 FZD1 KREMEN2 WNT8A WNT8B BIOCARTA_WNT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/BIOCARTA_WNT_PATHWAY APC AXIN1 BTRC CCND1 CREBBP CSNK2A1 CTBP1 CTNNB1 DVL1 FRAT1 FZD1 GSK3B HDAC1 HNF1A MAP3K7 MYC NLK PPARD PPP2CA SMAD4 TAB1 TLE1 WIF1 WNT1 KEGG_ABC_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ABC_TRANSPORTERS ABCA1 ABCA10 ABCA12 ABCA13 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB11 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC12 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC8 ABCC9 ABCD1 ABCD2 ABCD3 ABCD4 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 CFTR TAP1 TAP2 KEGG_ACUTE_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ACUTE_MYELOID_LEUKEMIA AKT1 AKT2 AKT3 ARAF BAD BRAF CCNA1 CCND1 CEBPA CHUK EIF4EBP1 FLT3 GRB2 HRAS IKBKB IKBKG JUP KIT KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MTOR MYC NFKB1 NRAS PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIM1 PIM2 PML PPARD RAF1 RARA RELA RPS6KB1 RPS6KB2 RUNX1 RUNX1T1 SOS1 SOS2 SPI1 STAT3 STAT5A STAT5B TCF7 TCF7L1 TCF7L2 ZBTB16 KEGG_ADHERENS_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ADHERENS_JUNCTION ACP1 ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 AFDN BAIAP2 CDC42 CDH1 CREBBP CSNK2A1 CSNK2A2 CSNK2B CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTNND1 EGFR EP300 ERBB2 FARP2 FER FGFR1 FYN IGF1R INSR IQGAP1 LEF1 LMO7 MAP3K7 MAPK1 MAPK3 MET NECTIN1 NECTIN2 NECTIN3 NECTIN4 NLK PARD3 PTPN1 PTPN6 PTPRB PTPRF PTPRJ PTPRM RAC1 RAC2 RAC3 RHOA SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 SORBS1 SRC SSX2IP TCF7 TCF7L1 TCF7L2 TGFBR1 TGFBR2 TJP1 VCL WAS WASF1 WASF2 WASF3 WASL YES1 KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY ACACB ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADIPOQ ADIPOR1 ADIPOR2 AGRP AKT1 AKT2 AKT3 CAMKK1 CAMKK2 CD36 CHUK CPT1A CPT1B CPT1C G6PC1 G6PC2 IKBKB IKBKG IRS1 IRS2 IRS4 JAK2 LEP LEPR MAPK10 MAPK8 MAPK9 MTOR NFKB1 NFKBIA NFKBIB NFKBIE NPY PCK1 PCK2 POMC PPARA PPARGC1A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKCQ PTPN11 RELA RXRA RXRB RXRG SLC2A1 SLC2A4 SOCS3 STAT3 STK11 TNF TNFRSF1A TNFRSF1B TRADD TRAF2 KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM ABAT ACY3 ADSL ADSS1 ADSS2 AGXT AGXT2 ALDH4A1 ALDH5A1 ASL ASNS ASPA ASS1 CAD CPS1 DDO GAD1 GAD2 GFPT1 GFPT2 GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT2 GPT GPT2 IL4I1 NIT2 PPAT KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 FXYD2 FXYD4 HSD11B1 HSD11B2 IGF1 INS INSR IRS1 IRS2 IRS4 KCNJ1 KRAS MAPK1 MAPK3 NEDD4L NHERF2 NR3C2 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PRKCA PRKCB PRKCG SCNN1A SCNN1B SCNN1G SFN SGK1 KEGG_ALLOGRAFT_REJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALLOGRAFT_REJECTION CD28 CD40 CD40LG CD80 CD86 FAS FASLG GZMB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G IFNG IL10 IL12A IL12B IL2 IL4 IL5 PRF1 TNF KEGG_ALPHA_LINOLENIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALPHA_LINOLENIC_ACID_METABOLISM ACOX1 ACOX3 FADS2 JMJD7-PLA2G4B PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 KEGG_ALZHEIMERS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ALZHEIMERS_DISEASE ADAM10 ADAM17 APAF1 APBB1 APH1A APOE APP ATF6 ATP2A1 ATP2A2 ATP2A3 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC1P5 ATP5MC2 ATP5MC3 ATP5PB ATP5PD ATP5PF ATP5PO BACE1 BACE2 BAD BID CACNA1C CACNA1D CACNA1F CACNA1S CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAPN1 CAPN2 CASP3 CASP7 CASP8 CASP9 CDK5 CDK5R1 CHP1 CHP2 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CYC1 CYCS EIF2AK3 ERN1 FADD FAS GAPDH GNAQ GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSK3B HSD17B10 IDE IL1B ITPR1 ITPR2 ITPR3 LPL LRP1 MAPK1 MAPK3 MAPT MME MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB NAE1 NCSTN NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NOS1 PLCB1 PLCB2 PLCB3 PLCB4 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PSEN1 PSEN2 PSENEN RYR3 SDHA SDHB SDHC SDHD SNCA TNF TNFRSF1A UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_AMINOACYL_TRNA_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AMINOACYL_TRNA_BIOSYNTHESIS AARS1 AARS2 CARS1 CARS2 DARS1 DARS2 EARS2 EPRS1 FARS2 FARSA FARSB GARS1 HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 MARS1 MARS2 MTFMT NARS1 NARS2 PARS2 PSTK QARS1 RARS1 RARS2 SARS1 SARS2 SEPSECS TARS1 TARS2 TARS3 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM AMDHD2 CHIA CHIT1 CMAS CYB5R1 CYB5R3 FCSK FPGT GALE GALK1 GALK2 GALT GCK GFPT1 GFPT2 GFUS GMDS GMPPA GMPPB GNE GNPDA1 GNPDA2 GNPNAT1 GPI HEXA HEXB HK1 HK2 HK3 MPI NAGK NANP NANS NPL PGM1 PGM2 PGM3 PMM1 PMM2 RENBP UAP1 UGDH UGP2 UXS1 KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS ALS2 APAF1 BAD BAX BCL2 BCL2L1 BID CASP1 CASP3 CASP9 CAT CCS CHP1 CHP2 CYCS DAXX DERL1 GPX1 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D MAP2K3 MAP2K6 MAP3K5 MAPK11 MAPK12 MAPK13 MAPK14 NEFH NEFL NEFM NOS1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRPH PRPH2 RAB5A RAC1 SLC1A2 SOD1 TNF TNFRSF1A TNFRSF1B TOMM40 TOMM40L TP53 KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION B2M CALR CANX CD4 CD74 CD8A CD8B CIITA CREB1 CTSB CTSL CTSS HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA5 HSPA6 HSPA8 IFI30 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL4 KIR2DL5A KIR2DS1 KIR2DS3 KIR2DS4 KIR2DS5 KIR3DL1 KIR3DL2 KIR3DL3 KLRC1 KLRC2 KLRC3 KLRC4 KLRD1 LGMN LTA NFYA NFYB NFYC PDIA3 PSME1 PSME2 PSME3 RFX5 RFXANK RFXAP TAP1 TAP2 TAPBP KEGG_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_APOPTOSIS AIFM1 AKT1 AKT2 AKT3 APAF1 ATM BAD BAX BCL2 BCL2L1 BID BIRC2 BIRC3 CAPN1 CAPN2 CASP10 CASP3 CASP6 CASP7 CASP8 CASP9 CFLAR CHP1 CHP2 CHUK CSF2RB CYCS DFFA DFFB ENDOD1 ENDOG EXOG FADD FAS FASLG IKBKB IKBKG IL1A IL1B IL1R1 IL1RAP IL3 IL3RA IRAK1 IRAK2 IRAK3 IRAK4 MAP3K14 MYD88 NFKB1 NFKBIA NGF NTRK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX RELA RIPK1 TNF TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF1A TNFSF10 TP53 TRADD TRAF2 XIAP KEGG_ARACHIDONIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ARACHIDONIC_ACID_METABOLISM AKR1C3 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 CBR1 CBR3 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP2J2 CYP2U1 CYP4A11 CYP4A22 CYP4F2 CYP4F3 EPHX2 GGT1 GGT5 GGT6 GGT7 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 HPGDS JMJD7-PLA2G4B LTA4H LTC4S PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PTGDS PTGES PTGES2 PTGIS PTGS1 PTGS2 TBXAS1 KEGG_ARGININE_AND_PROLINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ARGININE_AND_PROLINE_METABOLISM ACY1 AGMAT ALDH18A1 ALDH1B1 ALDH2 ALDH3A2 ALDH4A1 ALDH7A1 ALDH9A1 AMD1 AOC1 ARG1 ARG2 ASL ASS1 AZIN2 CKB CKM CKMT1A CKMT1B CKMT2 CPS1 DAO GAMT GATM GLS GLS2 GLUD1 GLUD2 GLUL GOT1 GOT2 LAP3 MAOA MAOB NAGS NOS1 NOS2 NOS3 OAT ODC1 OTC P4HA1 P4HA2 P4HA3 PRODH PRODH2 PYCR1 PYCR2 PYCR3 SAT1 SAT2 SMS SRM KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CDH2 CTNNA1 CTNNA2 CTNNA3 CTNNB1 DAG1 DES DMD DSC2 DSG2 DSP EMD GJA1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JUP LAMA2 LEF1 LMNA PKP2 RYR2 SGCA SGCB SGCD SGCG SLC8A1 TCF7 TCF7L1 TCF7L2 KEGG_ASCORBATE_AND_ALDARATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ASCORBATE_AND_ALDARATE_METABOLISM ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 MIOX UGDH UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_ASTHMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ASTHMA CCL11 CD40 CD40LG EPX FCER1A FCER1G HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL10 IL13 IL3 IL4 IL5 IL9 MS4A2 PRG2 RNASE3 TNF KEGG_AUTOIMMUNE_THYROID_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AUTOIMMUNE_THYROID_DISEASE CD28 CD40 CD40LG CD80 CD86 CGA CTLA4 FAS FASLG GZMB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IL10 IL2 IL4 IL5 PRF1 TG TPO TSHB TSHR KEGG_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_AXON_GUIDANCE ABL1 ABLIM1 ABLIM2 ABLIM3 ARHGEF12 CDC42 CDK5 CFL1 CFL2 CHP1 CHP2 CXCL12 CXCR4 DCC DPYSL2 DPYSL5 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EPHA1 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FES FYN GNAI1 GNAI2 GNAI3 GSK3B HRAS ITGB1 KRAS L1CAM LIMK1 LIMK2 LRRC4C MAPK1 MAPK3 MET NCK1 NCK2 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NGEF NRAS NRP1 NTN1 NTN3 NTN4 NTNG1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PLXNA1 PLXNA2 PLXNA3 PLXNB1 PLXNB2 PLXNB3 PLXNC1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PTK2 RAC1 RAC2 RAC3 RASA1 RGS3 RHOA RHOD RND1 ROBO1 ROBO2 ROBO3 ROCK1 ROCK2 SEMA3A SEMA3B SEMA3C SEMA3D SEMA3E SEMA3F SEMA3G SEMA4A SEMA4B SEMA4C SEMA4D SEMA4F SEMA4G SEMA5A SEMA5B SEMA6A SEMA6B SEMA6C SEMA6D SEMA7A SLIT1 SLIT2 SLIT3 SRGAP1 SRGAP2 SRGAP3 UNC5A UNC5B UNC5C UNC5D KEGG_BASAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BASAL_CELL_CARCINOMA APC APC2 AXIN1 AXIN2 BMP2 BMP4 CTNNB1 DVL1 DVL2 DVL3 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GLI1 GLI2 GLI3 GSK3B HHIP LEF1 PTCH1 PTCH2 SHH SMO STK36 SUFU TCF7 TCF7L1 TCF7L2 TP53 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_BASAL_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BASAL_TRANSCRIPTION_FACTORS GTF2A1 GTF2A1L GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2I GTF2IRD1 STON1 TAF1 TAF10 TAF11 TAF12 TAF13 TAF1L TAF2 TAF4 TAF4B TAF5 TAF5L TAF6 TAF6L TAF7 TAF7L TAF9 TAF9B TBP TBPL1 TBPL2 KEGG_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BASE_EXCISION_REPAIR APEX1 APEX2 FEN1 HMGB1 HMGB1P1 HMGB1P40 LIG1 LIG3 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 PARP1 PARP2 PARP3 PARP4 PCNA POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLL SMUG1 TDG UNG XRCC1 KEGG_BETA_ALANINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BETA_ALANINE_METABOLISM ABAT ACADM ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 AOC2 AOC3 CNDP1 DPYD DPYS ECHS1 EHHADH GAD1 GAD2 HADHA HIBCH MLYCD SMS SRM UPB1 KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS ACAA1 ACOT1 ACOT2 ACOT4 ACOT7 ACOX1 ACOX3 BAAT ELOVL2 ELOVL5 ELOVL6 FADS1 FADS2 HACD1 HACD2 HADHA HSD17B12 PECR SCD SCD5 TECR YOD1 KEGG_BLADDER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BLADDER_CANCER ARAF BRAF CCND1 CDH1 CDK4 CDKN1A CDKN2A CXCL8 DAPK1 DAPK2 DAPK3 E2F1 E2F2 E2F3 EGF EGFR ERBB2 FGFR3 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MMP1 MMP2 MMP9 MYC NRAS PGF RAF1 RASSF1 RB1 RPS6KA5 THBS1 TP53 TYMP VEGFA VEGFB VEGFC VEGFD KEGG_BUTANOATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_BUTANOATE_METABOLISM AACS ABAT ACADS ACAT1 ACAT2 ACSM1 ACSM2A ACSM3 ACSM4 ACSM5 AKR1B10 ALDH1B1 ALDH2 ALDH3A2 ALDH5A1 ALDH7A1 ALDH9A1 BDH1 BDH2 ECHS1 EHHADH GAD1 GAD2 HADH HADHA HMGCL HMGCS1 HMGCS2 L2HGDH OXCT1 OXCT2 PDHA1 PDHA2 PDHB KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BCL10 BLNK BTK CARD11 CD19 CD22 CD72 CD79A CD79B CD81 CHP1 CHP2 CHUK CR2 DAPP1 FCGR2B FOS GRB2 GSK3B HRAS IFITM1 IKBKB IKBKG INPP5D JUN KRAS LILRB3 LYN MALT1 MAP2K1 MAP2K2 MAPK1 MAPK3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA NFKBIB NFKBIE NRAS PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCB PTPN6 RAC1 RAC2 RAC3 RAF1 RASGRP3 RELA SOS1 SOS2 SYK VAV1 VAV2 VAV3 KEGG_CALCIUM_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CALCIUM_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY7 ADCY8 ADCY9 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D ADRB1 ADRB2 ADRB3 AGTR1 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 AVPR1A AVPR1B BDKRB1 BDKRB2 BST1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CCKAR CCKBR CD38 CHP1 CHP2 CHRM1 CHRM2 CHRM3 CHRM5 CHRNA7 CYSLTR1 CYSLTR2 DRD1 DRD5 EDNRA EDNRB EGFR ERBB2 ERBB3 ERBB4 F2R GNA11 GNA14 GNA15 GNAL GNAQ GNAS GRIN1 GRIN2A GRIN2C GRIN2D GRM1 GRM5 GRPR HRH1 HRH2 HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 ITPKA ITPKB ITPR1 ITPR2 ITPR3 LHCGR LTB4R2 MYLK MYLK2 MYLK3 NOS1 NOS2 NOS3 NTSR1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PDE1A PDE1B PDE1C PDGFRA PDGFRB PHKA1 PHKA2 PHKB PHKG1 PHKG2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCZ1 PLN PPID PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX PTAFR PTGER1 PTGER3 PTGFR PTK2B RYR1 RYR2 RYR3 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC8A1 SLC8A2 SLC8A3 SPHK1 SPHK2 TACR1 TACR2 TACR3 TBXA2R TNNC1 TNNC2 TRHR TRPC1 VDAC1 VDAC2 VDAC2P5 VDAC3 KEGG_CARDIAC_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CARDIAC_MUSCLE_CONTRACTION ACTC1 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CYC1 FXYD2 MT-CO1 MT-CO2 MT-CO3 MT-CYB MYH6 MYH7 MYL2 MYL3 RYR2 SLC8A1 SLC9A1 SLC9A6 TNNC1 TNNI3 TNNT2 TPM1 TPM2 TPM3 TPM4 UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_CELL_ADHESION_MOLECULES_CAMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CELL_ADHESION_MOLECULES_CAMS ALCAM CADM1 CADM3 CD2 CD22 CD226 CD274 CD276 CD28 CD34 CD4 CD40 CD40LG CD58 CD6 CD80 CD86 CD8A CD8B CD99 CDH1 CDH15 CDH2 CDH3 CDH4 CDH5 CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CNTN1 CNTN2 CNTNAP1 CNTNAP2 CTLA4 ESAM F11R GLG1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G ICAM1 ICAM2 ICAM3 ICOS ICOSLG ITGA4 ITGA6 ITGA8 ITGA9 ITGAL ITGAM ITGAV ITGB1 ITGB2 ITGB7 ITGB8 JAM2 JAM3 L1CAM MADCAM1 MAG MPZ MPZL1 NCAM1 NCAM2 NECTIN1 NECTIN2 NECTIN3 NEGR1 NEO1 NFASC NLGN1 NLGN2 NLGN3 NLGN4X NRCAM NRXN1 NRXN2 NRXN3 OCLN PDCD1 PDCD1LG2 PECAM1 PTPRC PTPRF PTPRM PVR SDC1 SDC2 SDC3 SDC4 SELE SELL SELP SELPLG SIGLEC1 SPN VCAM1 VCAN KEGG_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CELL_CYCLE ABL1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ATM ATR BUB1 BUB1B BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDC14A CDC14B CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CHEK1 CHEK2 CREBBP CUL1 DBF4 E2F1 E2F2 E2F3 E2F4 E2F5 EP300 ESPL1 FZR1 GADD45A GADD45B GADD45G GSK3B HDAC1 HDAC2 MAD1L1 MAD2L1 MAD2L2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 MYC ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA PKMYT1 PLK1 PRKDC PTTG1 PTTG2 RAD21 RB1 RBL1 RBL2 RBX1 SFN SKP1 SKP1P2 SKP2 SMAD2 SMAD3 SMAD4 SMC1A SMC1B SMC3 STAG1 STAG2 TFDP1 TFDP2 TGFB1 TGFB2 TGFB3 TP53 TTK WEE1 WEE2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBTB17 KEGG_CHEMOKINE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CHEMOKINE_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKT1 AKT2 AKT3 ARRB1 ARRB2 BCAR1 BRAF CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CDC42 CHUK CRK CRKL CSK CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DOCK2 ELMO1 FGR FOXO3 GNAI1 GNAI2 GNAI3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 GSK3A GSK3B HCK HRAS IKBKB IKBKG ITK JAK2 JAK3 KRAS LYN MAP2K1 MAPK1 MAPK3 NCF1 NFKB1 NFKBIA NFKBIB NRAS PAK1 PARD3 PF4 PF4V1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCB1 PLCB2 PLCB3 PLCB4 PPBP PPBPP1 PREX1 PRKACA PRKACB PRKACG PRKCB PRKCD PRKCZ PRKX PTK2 PTK2B PXN RAC1 RAC2 RAF1 RAP1A RAP1B RASGRP2 RELA RHOA ROCK1 ROCK2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 STAT1 STAT2 STAT3 STAT5B TIAM1 TIAM2 VAV1 VAV2 VAV3 WAS WASL XCL1 XCL2 XCR1 KEGG_CHRONIC_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CHRONIC_MYELOID_LEUKEMIA ABL1 AKT1 AKT2 AKT3 ARAF BAD BCL2L1 BCR BRAF CBL CBLB CBLC CCND1 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CHUK CRK CRKL CTBP1 CTBP2 E2F1 E2F2 E2F3 GAB2 GRB2 HDAC1 HDAC2 HRAS IKBKB IKBKG KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MECOM MYC NFKB1 NFKBIA NRAS PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTPN11 RAF1 RB1 RELA RUNX1 SHC1 SHC2 SHC3 SHC4 SMAD3 SMAD4 SOS1 SOS2 STAT5A STAT5B TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 KEGG_CIRCADIAN_RHYTHM_MAMMAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CIRCADIAN_RHYTHM_MAMMAL BHLHE40 BHLHE41 BMAL1 CLOCK CRY1 CRY2 CSNK1D CSNK1E NPAS2 NR1D1 PER1 PER2 PER3 KEGG_CITRATE_CYCLE_TCA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CITRATE_CYCLE_TCA_CYCLE ACLY ACO1 ACO2 CS DLAT DLD DLST FH IDH1 IDH2 IDH3A IDH3B IDH3G MDH1 MDH2 OGDH OGDHL PC PCK1 PCK2 PDHA1 PDHA2 PDHB SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 SUCLG2 SUCLG2P2 KEGG_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_COLORECTAL_CANCER AKT1 AKT2 AKT3 APC APC2 APPL1 ARAF AXIN1 AXIN2 BAD BAX BCL2 BIRC5 BRAF CASP3 CASP9 CCND1 CTNNB1 CYCS DCC FOS GSK3B JUN KRAS LEF1 MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MLH1 MSH2 MSH3 MSH6 MYC PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 RAC1 RAC2 RAC3 RAF1 RALGDS RHOA SMAD2 SMAD3 SMAD4 TCF7 TCF7L1 TCF7L2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 KEGG_COMPLEMENT_AND_COAGULATION_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_COMPLEMENT_AND_COAGULATION_CASCADES A2M BDKRB1 BDKRB2 C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C6 C7 C8A C8B C8G C9 CD46 CD55 CD59 CFB CFD CFH CFI CPB2 CR1 CR2 F10 F11 F12 F13A1 F13B F2 F2R F3 F5 F7 F8 F9 FGA FGB FGG KLKB1 KNG1 MASP1 MASP2 MBL2 PLAT PLAU PLAUR PLG PROC PROS1 SERPINA1 SERPINA5 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SERPING1 TFPI THBD VWF KEGG_CYSTEINE_AND_METHIONINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CYSTEINE_AND_METHIONINE_METABOLISM ADI1 AHCY AHCYL1 AHCYL2 AMD1 APIP BHMT CBS CDO1 CTH DNMT1 DNMT3A DNMT3B DNMT3L ENOPH1 GOT1 GOT2 IL4I1 LDHA LDHAL6A LDHAL6B LDHB LDHC MAT1A MAT2A MAT2B MPST MTAP MTR SDS SMS SRM TAT TRDMT1 KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION ACVR1 ACVR1B ACVR2A ACVR2B ACVRL1 AMH AMHR2 BMP2 BMP7 BMPR1A BMPR1B BMPR2 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CD27 CD40 CD40LG CD70 CLCF1 CNTF CNTFR CRLF2 CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSF3R CTF1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 EDA EDA2R EDAR EGF EGFR EPO EPOR FAS FASLG FLT1 FLT3 FLT3LG FLT4 GDF5 GH1 GH2 GHR HGF IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNLR1 IFNW1 IL10 IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL15 IL15RA IL17A IL17B IL17RA IL17RB IL18 IL18R1 IL18RAP IL19 IL1A IL1B IL1R1 IL1R2 IL1RAP IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL22RA2 IL23A IL23R IL24 IL25 IL26 IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 IL9R INHBA INHBB INHBC INHBE KDR KIT KITLG LEP LEPR LIF LIFR LTA LTB LTBR MET MPL NGFR OSM OSMR PDGFA PDGFB PDGFC PDGFRA PDGFRB PF4 PF4V1 PLEKHO2 PPBP PPBPP1 PRL PRLR RELT TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TNF TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF11A TNFRSF11B TNFRSF12A TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF10 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TPO TSLP VEGFA VEGFB VEGFC VEGFD XCL1 XCL2 XCR1 KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY ADAR AIM2 CASP1 CCL4 CCL4L2 CCL5 CHUK CXCL10 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKB IKBKE IKBKG IL18 IL1B IL33 IL6 IRF3 IRF7 MAVS NFKB1 NFKBIA NFKBIB POLR1C POLR1D POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POLR3GL POLR3H POLR3K PYCARD RELA RIGI RIPK1 RIPK3 STING1 TBK1 TREX1 ZBP1 KEGG_DILATED_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DILATED_CARDIOMYOPATHY ACTB ACTC1 ACTG1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB1 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 DAG1 DES DMD EMD GNAS IGF1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 LAMA2 LMNA MYBPC3 MYH6 MYH7 MYL2 MYL3 PLN PRKACA PRKACB PRKACG PRKX RYR2 SGCA SGCB SGCD SGCG SLC8A1 TGFB1 TGFB2 TGFB3 TNF TNNC1 TNNI3 TNNT2 TPM1 TPM2 TPM3 TPM4 TTN KEGG_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DNA_REPLICATION DNA2 FEN1 LIG1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RNASEH1 RNASEH2A RNASEH2B RNASEH2C RPA1 RPA2 RPA3 RPA4 SSBP1 KEGG_DORSO_VENTRAL_AXIS_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DORSO_VENTRAL_AXIS_FORMATION CPEB1 EGFR ETS1 ETS2 ETV6 ETV7 FMN2 GRB2 KRAS MAP2K1 MAPK1 MAPK3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 PIWIL1 PIWIL2 PIWIL3 PIWIL4 SOS1 SOS2 SPIRE1 SPIRE2 KEGG_DRUG_METABOLISM_CYTOCHROME_P450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DRUG_METABOLISM_CYTOCHROME_P450 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1A3 ALDH3A1 ALDH3B1 ALDH3B2 AOX1 CYP1A2 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 FMO1 FMO2 FMO3 FMO4 FMO5 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTZ1 MAOA MAOB MGST1 MGST2 MGST3 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_DRUG_METABOLISM_OTHER_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_DRUG_METABOLISM_OTHER_ENZYMES CDA CES1 CES2 CES5A CYP2A13 CYP2A6 CYP2A7 CYP3A4 CYP3A43 CYP3A5 CYP3A7 DPYD DPYS GMPS GUSB HPRT1 IMPDH1 IMPDH2 ITPA NAT1 NAT2 TK1 TK2 TPMT TYMP UCK1 UCK2 UCKL1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UMPS UPB1 UPP1 UPP2 XDH KEGG_ECM_RECEPTOR_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ECM_RECEPTOR_INTERACTION AGRN CD36 CD44 CD47 CHAD COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A4 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A6 COMP DAG1 FN1 GP1BA GP1BB GP5 GP6 GP9 HMMR HSPG2 IBSP ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 RELN SDC1 SDC2 SDC3 SDC4 SPP1 SV2A SV2B SV2C THBS1 THBS2 THBS3 THBS4 TNC TNN TNR TNXB VTN VWF KEGG_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ENDOCYTOSIS ACAP1 ACAP2 ACAP3 ADRB1 ADRB2 ADRB3 AGAP1 AGAP2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARAP1 ARAP2 ARAP3 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARRB1 ARRB2 ASAP1 ASAP2 ASAP3 CBL CBLB CBLC CCR5 CDC42 CHMP1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CLTA CLTB CLTC CLTCL1 CSF1R CXCR1 CXCR2 CXCR4 DAB2 DNAJC6 DNM1 DNM1L DNM2 DNM3 EEA1 EGF EGFR EHD1 EHD2 EHD3 EHD4 EPN1 EPN2 EPN3 EPS15 ERBB3 ERBB4 F2R FGFR2 FGFR3 FGFR4 FLT1 GIT1 GIT2 GRK1 GRK2 GRK3 GRK4 GRK5 GRK6 GRK7 HGS HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HRAS HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 IGF1R IL2RA IL2RB IL2RG IQSEC1 IQSEC2 IQSEC3 ITCH KDR KIT LDLR LDLRAP1 MDM2 MET MVB12A MVB12B NEDD4 NEDD4L NTRK1 PARD3 PARD6A PARD6B PARD6G PDCD6IP PDGFRA PIKFYVE PIP4K2B PIP5K1A PIP5K1B PIP5K1C PLD1 PLD2 PRKCI PRKCZ PSD PSD2 PSD3 PSD4 RAB11A RAB11B RAB11FIP1 RAB11FIP2 RAB11FIP3 RAB11FIP4 RAB11FIP5 RAB22A RAB31 RAB4A RAB5A RAB5B RAB5C RABEP1 RBSN RET RNF41 RUFY1 SH3GL1 SH3GL2 SH3GL3 SH3GLB1 SH3GLB2 SH3KBP1 SMAP1 SMAP2 SMURF1 SMURF2 SNF8 SRC STAM STAM2 STAMBP TFRC TRAF6 TSG101 USP8 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS45 VPS4A VPS4B VTA1 WWP1 KEGG_ENDOMETRIAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ENDOMETRIAL_CANCER AKT1 AKT2 AKT3 APC APC2 ARAF AXIN1 AXIN2 BAD BRAF CASP9 CCND1 CDH1 CTNNA1 CTNNA2 CTNNA3 CTNNB1 EGF EGFR ELK1 ERBB2 FOXO3 GRB2 GSK3B HRAS ILK KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MLH1 MYC NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTEN RAF1 SOS1 SOS2 TCF7 TCF7L1 TCF7L2 TP53 KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION ADAM10 ADAM17 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CASP3 CCL5 CDC42 CHUK CSK CXCL1 CXCL8 CXCR1 CXCR2 EGFR F11R GIT1 HBEGF IGSF5 IKBKB IKBKG JAM2 JAM3 JUN LYN MAP2K4 MAP3K14 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 MET NFKB1 NFKBIA NOD1 PAK1 PLCG1 PLCG2 PTPN11 PTPRZ1 RAC1 RELA SRC TCIRG1 TJP1 KEGG_ERBB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ERBB_SIGNALING_PATHWAY ABL1 ABL2 AKT1 AKT2 AKT3 ARAF AREG BAD BRAF BTC CAMK2A CAMK2B CAMK2D CAMK2G CBL CBLB CBLC CDKN1A CDKN1B CRK CRKL EGF EGFR EIF4EBP1 ELK1 ERBB2 ERBB3 ERBB4 EREG GAB1 GRB2 GSK3B HBEGF HRAS JUN KRAS MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MTOR MYC NCK1 NCK2 NRAS NRG1 NRG2 NRG3 NRG4 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTK2 RAF1 RPS6KB1 RPS6KB2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SRC STAT5A STAT5B TGFA KEGG_ETHER_LIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ETHER_LIPID_METABOLISM AGPS CHPT1 ENPP2 ENPP6 JMJD7-PLA2G4B LPCAT1 LPCAT2 LPCAT4 PAFAH1B1 PAFAH1B2 PAFAH1B3 PAFAH2 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLA2G7 PLD1 PLD2 PLPP1 PLPP2 PLPP3 KEGG_FATTY_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FATTY_ACID_METABOLISM ACAA1 ACAA2 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ACAT2 ACOX1 ACOX3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 CPT1A CPT1B CPT1C CPT2 CYP4A11 CYP4A22 ECHS1 ECI1 ECI2 EHHADH GCDH HADH HADHA HADHB KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BTK CSF2 FCER1A FCER1G FYN GAB2 GRB2 HRAS IL13 IL3 IL4 IL5 INPP5D JMJD7-PLA2G4B KRAS LAT LCP2 LYN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MS4A2 NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCG1 PLCG2 PRKCA PRKCB PRKCD PRKCE RAC1 RAC2 RAC3 RAF1 SOS1 SOS2 SYK TNF VAV1 VAV2 VAV3 KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS AKT1 AKT2 AKT3 AMPH ARF6 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L ASAP1 ASAP2 ASAP3 CDC42 CFL1 CFL2 CRK CRKL DNM1 DNM1L DNM2 DNM3 DOCK2 FCGR1A FCGR2A FCGR2B FCGR2C FCGR3A GAB2 GSN HCK INPP5D LAT LIMK1 LIMK2 LYN MAP2K1 MAPK1 MAPK3 MARCKS MARCKSL1 MYO10 NCF1 PAK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIKFYVE PIP4K2B PIP5K1A PIP5K1B PIP5K1C PLA2G4A PLA2G4B PLA2G4D PLA2G4E PLA2G4F PLA2G6 PLCG1 PLCG2 PLD1 PLD2 PLPP1 PLPP2 PLPP3 PRKCA PRKCB PRKCD PRKCE PRKCG PTPRC RAC1 RAC2 RAF1 RPS6KB1 RPS6KB2 SCIN SPHK1 SPHK2 SYK VASP VAV1 VAV2 VAV3 WAS WASF1 WASF2 WASF3 WASL KEGG_FOCAL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FOCAL_ADHESION ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 AKT1 AKT2 AKT3 ARHGAP35 ARHGAP5 BAD BCAR1 BCL2 BIRC2 BIRC3 BRAF CAPN2 CAV1 CAV2 CAV3 CCND1 CCND2 CCND3 CDC42 CHAD COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A4 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A6 COMP CRK CRKL CTNNB1 DIAPH1 DOCK1 EGF EGFR ELK1 ERBB2 FLNA FLNB FLNC FLT1 FLT4 FN1 FYN GRB2 GSK3B HGF HRAS IBSP IGF1 IGF1R ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JUN KDR LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MET MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 MYLK MYLK2 MYLK3 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARVA PARVB PARVG PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PGF PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIP5K1C PPP1CA PPP1CB PPP1CC PPP1R12A PRKCA PRKCB PRKCG PTEN PTK2 PXN RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF1 RASGRF1 RELN RHOA ROCK1 ROCK2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SPP1 SRC THBS1 THBS2 THBS3 THBS4 TLN1 TLN2 TNC TNN TNR TNXB VASP VAV1 VAV2 VAV3 VCL VEGFA VEGFB VEGFC VEGFD VTN VWF XIAP ZYX KEGG_FOLATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FOLATE_BIOSYNTHESIS ALPG ALPI ALPL ALPP DHFR FPGS GCH1 GGH PTS QDPR SPR KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM AKR1B1 AKR1B10 ALDOA ALDOB ALDOC FBP1 FBP2 FCSK FPGT GFUS GMDS GMPPA GMPPB HK1 HK2 HK3 KHK MPI MTMR1 MTMR2 MTMR6 MTMR7 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PHPT1 PMM1 PMM2 SORD TPI1 KEGG_GALACTOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GALACTOSE_METABOLISM AKR1B1 B4GALT1 B4GALT2 G6PC1 G6PC2 GAA GALE GALK1 GALK2 GALT GANC GCK GLA GLB1 HK1 HK2 HK3 LALBA LCT MGAM PFKL PFKM PFKP PGM1 PGM2 UGP2 KEGG_GAP_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GAP_JUNCTION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB1 CDK1 CSNK1D DRD1 DRD2 EGF EGFR GJA1 GJD2 GNA11 GNAI1 GNAI2 GNAI3 GNAQ GNAS GRB2 GRM1 GRM5 GUCY1A1 GUCY1A2 GUCY1B1 HRAS HTR2A HTR2B HTR2C ITPR1 ITPR2 ITPR3 KRAS LPAR1 MAP2K1 MAP2K2 MAP2K5 MAP3K2 MAPK1 MAPK3 MAPK7 NRAS PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PLCB1 PLCB2 PLCB3 PLCB4 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKG1 PRKG2 PRKX RAF1 SOS1 SOS2 SRC TJP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB7P TUBB8 KEGG_GLIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLIOMA AKT1 AKT2 AKT3 ARAF BRAF CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CCND1 CDK4 CDK6 CDKN1A CDKN2A E2F1 E2F2 E2F3 EGF EGFR GRB2 HRAS IGF1 IGF1R KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MTOR NRAS PDGFA PDGFB PDGFRA PDGFRB PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTEN RAF1 RB1 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 TGFA TP53 KEGG_GLUTATHIONE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLUTATHIONE_METABOLISM ANPEP G6PD GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GSR GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTZ1 IDH1 IDH2 LAP3 MGST1 MGST2 MGST3 ODC1 OPLAH PGD RRM1 RRM2 RRM2B SMS SRM TXNDC12 KEGG_GLYCEROLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCEROLIPID_METABOLISM AGK AGPAT1 AGPAT2 AGPAT3 AGPAT4 AKR1A1 AKR1B1 ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 AWAT2 CEL DGAT1 DGAT2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKQ DGKZ GK GK2 GLA GLYCTK GPAM GPAT2 GPAT3 GPAT4 LCLAT1 LIPC LIPF LIPG LPL MBOAT1 MBOAT2 MGLL PLPP1 PLPP2 PLPP3 PNLIP PNLIPRP1 PNLIPRP2 PNPLA3 TKFC KEGG_GLYCEROPHOSPHOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCEROPHOSPHOLIPID_METABOLISM ACHE ADPRM AGPAT1 AGPAT2 AGPAT3 AGPAT4 CDIPT CDS1 CDS2 CHAT CHKA CHKB CHPT1 CRLS1 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKQ DGKZ ETNK1 ETNK2 GNPAT GPAM GPAT2 GPAT3 GPAT4 GPD1 GPD1L GPD2 JMJD7-PLA2G4B LCAT LCLAT1 LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LYPLA1 LYPLA2 MBOAT1 MBOAT2 MBOAT7 PCYT1A PCYT1B PCYT2 PEMT PGS1 PHOSPHO1 PISD PLA2G10 PLA2G12A PLA2G12B PLA2G15 PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLD1 PLD2 PLPP1 PLPP2 PLPP3 PTDSS1 PTDSS2 TAFAZZIN KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM AGXT AGXT2 ALAS1 ALAS2 AMT AOC2 AOC3 BHMT CBS CHDH CTH DAO DLD DMGDH GAMT GATM GCAT GLDC GLYCTK GNMT MAOA MAOB PHGDH PIPOX PSAT1 PSPH SARDH SDS SHMT1 SHMT2 SRR KEGG_GLYCOLYSIS_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOLYSIS_GLUCONEOGENESIS ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1A1 ALDH1A3 ALDH1B1 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH7A1 ALDH9A1 ALDOA ALDOB ALDOC BPGM DLAT DLD ENO1 ENO2 ENO3 FBP1 FBP2 G6PC1 G6PC2 GALM GAPDH GCK GPI HK1 HK2 HK3 LDHA LDHAL6A LDHAL6B LDHB LDHC PCK1 PCK2 PDHA1 PDHA2 PDHB PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGK1 PGK2 PGM1 PGM2 PKLR PKM TPI1 KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 CHPF CHPF2 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST7 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 DSE UST XYLT1 XYLT2 KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 EXT1 EXT2 EXTL1 EXTL2 EXTL3 GLCE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST5 HS6ST1 HS6ST2 HS6ST3 NDST1 NDST2 NDST3 NDST4 XYLT1 XYLT2 KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE B3GNT2 B3GNT7 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GAT1 CHST1 CHST2 CHST4 CHST6 FUT8 ST3GAL1 ST3GAL2 ST3GAL3 KEGG_GLYCOSAMINOGLYCAN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSAMINOGLYCAN_DEGRADATION ARSB GALNS GLB1 GNS GUSB HEXA HEXB HGSNAT HPSE HPSE2 HS3ST3A1 HS3ST3B1 HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA NAGLU SGSH SPAM1 KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES B3GALT4 B4GALNT1 GLB1 HEXA HEXB SLC33A1 ST3GAL1 ST3GAL2 ST3GAL5 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA5 KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES A4GALT B3GALNT1 B3GALT5 FUT1 FUT2 FUT9 GBGT1 GLA HEXA HEXB NAGA ST3GAL1 ST3GAL2 ST8SIA1 KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES ABO B3GALT1 B3GALT2 B3GALT5 B3GNT2 B3GNT3 B3GNT4 B3GNT5 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GAT1 FUT1 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT9 GCNT2 ST3GAL3 ST3GAL4 ST3GAL6 ST8SIA1 KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS DPM2 GPAA1 GPLD1 PGAP1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY PIGZ KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM ACO1 ACO2 AFMID CS GLYCTK GRHPR HAO1 HAO2 HYI MDH1 MDH2 MTHFD1 MTHFD1L MTHFD2 MTHFD2L PGP KEGG_GNRH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GNRH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF4 CACNA1C CACNA1D CACNA1F CACNA1S CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CDC42 CGA EGFR ELK1 FSHB GNA11 GNAQ GNAS GNRH1 GNRH2 GNRHR GRB2 HBEGF HRAS ITPR1 ITPR2 ITPR3 JMJD7-PLA2G4B JUN KRAS LHB MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K2 MAP3K3 MAP3K4 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MMP14 MMP2 NRAS PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCB1 PLCB2 PLCB3 PLCB4 PLD1 PLD2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKX PTK2B RAF1 SOS1 SOS2 SRC KEGG_GRAFT_VERSUS_HOST_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_GRAFT_VERSUS_HOST_DISEASE CD28 CD80 CD86 FAS FASLG GZMB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G IFNG IL1A IL1B IL2 IL6 KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL5A KIR3DL1 KIR3DL2 KLRC1 KLRD1 PRF1 TNF KEGG_HEDGEHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HEDGEHOG_SIGNALING_PATHWAY BMP2 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BTRC CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 DHH FBXW11 GAS1 GLI1 GLI2 GLI3 GSK3B HHIP IHH LRP2 PRKACA PRKACB PRKACG PRKX PTCH1 PTCH2 RAB23 SHH SMO STK36 SUFU WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B ZIC2 KEGG_HEMATOPOIETIC_CELL_LINEAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HEMATOPOIETIC_CELL_LINEAGE ANPEP CD14 CD19 CD1A CD1B CD1C CD1D CD1E CD2 CD22 CD33 CD34 CD36 CD37 CD38 CD3D CD3E CD3G CD4 CD44 CD5 CD55 CD59 CD7 CD8A CD8B CD9 CR1 CR2 CSF1 CSF1R CSF2 CSF2RA CSF3 CSF3R DNTT EPO EPOR FCER2 FCGR1A FLT3 FLT3LG GP1BA GP1BB GP5 GP9 GYPA HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IL11 IL11RA IL1A IL1B IL1R1 IL1R2 IL2RA IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL7 IL7R IL9R ITGA1 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGAM ITGB3 KIT KITLG MME MS4A1 TFRC THPO TNF TPO KEGG_HISTIDINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HISTIDINE_METABOLISM ACY3 ALDH1A3 ALDH1B1 ALDH2 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH7A1 ALDH9A1 AMDHD1 AOC1 ASPA BUD23 CNDP1 DDC FTCD HAL HDC HEMK1 HNMT LCMT1 LCMT2 MAOA MAOB METTL2B METTL6 TRMT11 UROC1 KEGG_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HOMOLOGOUS_RECOMBINATION BLM BRCA2 EME1 MRE11 MUS81 NBN POLD1 POLD2 POLD3 POLD4 RAD50 RAD51 RAD51B RAD51C RAD51D RAD52 RAD54B RAD54L RPA1 RPA2 RPA3 RPA4 SEM1 SSBP1 TOP3A TOP3B XRCC2 XRCC3 KEGG_HUNTINGTONS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HUNTINGTONS_DISEASE AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APAF1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC1P5 ATP5MC2 ATP5MC3 ATP5PB ATP5PD ATP5PF ATP5PO BAX BBC3 BDNF CASP3 CASP8 CASP9 CLTA CLTB CLTC CLTCL1 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CYC1 CYCS DCTN1 DCTN2 DCTN4 DLG4 DNAH1 DNAH2 DNAH3 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 EP300 GNAQ GPX1 GRIN1 GRIN2B GRM5 HAP1 HDAC1 HDAC2 HIP1 HTT IFT57 ITPR1 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NRF1 PLCB1 PLCB2 PLCB3 PLCB4 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L PPARG PPARGC1A PPID RCOR1 REST SDHA SDHB SDHC SDHD SIN3A SLC25A31 SLC25A4 SLC25A5 SLC25A6 SOD1 SOD2 SP1 TAF4 TAF4B TBP TBPL1 TBPL2 TFAM TGM2 TP53 UCP1 UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ VDAC1 VDAC2 VDAC2P5 VDAC3 KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM ACE ACTB ACTC1 ACTG1 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 DAG1 DES DMD EMD IGF1 IL6 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 LAMA2 LMNA MYBPC3 MYH6 MYH7 MYL2 MYL3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RYR2 SGCA SGCB SGCD SGCG SLC8A1 TGFB1 TGFB2 TGFB3 TNF TNNC1 TNNI3 TNNT2 TPM1 TPM2 TPM3 TPM4 TTN KEGG_INOSITOL_PHOSPHATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_INOSITOL_PHOSPHATE_METABOLISM ALDH6A1 CDIPT IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5E INPP5J INPP5K INPPL1 IPMK IPPK ISYNA1 ITPK1 ITPKA ITPKB MINPP1 MIOX OCRL PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCZ1 PTEN SYNJ1 SYNJ2 TPI1 KEGG_INSULIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_INSULIN_SIGNALING_PATHWAY ACACA ACACB AKT1 AKT2 AKT3 ARAF BAD BRAF CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CBL CBLB CBLC CRK CRKL EIF4E EIF4E1B EIF4E2 EIF4EBP1 ELK1 EXOC7 FASN FBP1 FBP2 FLOT1 FLOT2 FOXO1 G6PC1 G6PC2 GCK GRB2 GSK3B GYS1 GYS2 HK1 HK2 HK3 HRAS IKBKB INPP5D INPP5K INS INSR IRS1 IRS2 IRS4 KRAS LIPE MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MKNK1 MKNK2 MTOR NRAS PCK1 PCK2 PDE3A PDE3B PDPK1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PKLR PPARGC1A PPP1CA PPP1CB PPP1CC PPP1R3A PPP1R3B PPP1R3C PPP1R3D PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCI PRKCZ PRKX PTPN1 PTPRF PYGB PYGL PYGM RAF1 RAPGEF1 RHEB RHOQ RPS6 RPS6KB1 RPS6KB2 RPTOR SH2B2 SHC1 SHC2 SHC3 SHC4 SLC2A4 SOCS1 SOCS2 SOCS3 SOCS4 SORBS1 SOS1 SOS2 SREBF1 TRIP10 TSC1 TSC2 KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION AICDA CCL25 CCL27 CCL28 CCR10 CCR9 CD28 CD40 CD40LG CD80 CD86 CXCL12 CXCR4 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ICOS ICOSLG IL10 IL15 IL15RA IL2 IL4 IL5 IL6 ITGA4 ITGB7 LTBR MADCAM1 MAP3K14 PIGR TGFB1 TNFRSF13B TNFRSF13C TNFRSF17 TNFSF13 TNFSF13B KEGG_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_JAK_STAT_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BCL2L1 CBL CBLB CBLC CCND1 CCND2 CCND3 CISH CLCF1 CNTF CNTFR CREBBP CRLF2 CSF2 CSF2RA CSF2RB CSF3 CSF3R CSH1 CTF1 EP300 EPO EPOR GH1 GH2 GHR GRB2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNLR1 IFNW1 IL10 IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15 IL15RA IL19 IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL22RA2 IL23A IL23R IL24 IL26 IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 IL9R IRF9 JAK1 JAK2 JAK3 LEP LEPR LIF LIFR MPL MYC OSM OSMR PIAS1 PIAS2 PIAS3 PIAS4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIM1 PRL PRLR PTPN11 PTPN6 SOCS1 SOCS2 SOCS3 SOCS4 SOCS5 SOCS7 SOS1 SOS2 SPRED1 SPRED2 SPRY1 SPRY2 SPRY3 SPRY4 STAM STAM2 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 TPO TSLP TYK2 KEGG_LEISHMANIA_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LEISHMANIA_INFECTION C3 CR1 CYBA ELK1 FCGR1A FCGR2A FCGR2C FCGR3A FCGR3B FOS HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFNG IFNGR1 IFNGR2 IL10 IL12A IL12B IL1A IL1B IL4 IRAK1 IRAK4 ITGA4 ITGAM ITGB1 ITGB2 JAK1 JAK2 JUN MAP3K7 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MARCKSL1 MYD88 NCF1 NCF2 NCF4 NFKB1 NFKBIA NFKBIB NOS2 PRKCB PTGS2 PTPN6 RELA STAT1 TAB1 TAB2 TGFB1 TGFB2 TGFB3 TLR2 TLR4 TNF TRAF6 KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 AFDN ARHGAP35 ARHGAP5 BCAR1 CD99 CDC42 CDH5 CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTNND1 CXCL12 CXCR4 CYBA CYBB ESAM EZR F11R GNAI1 GNAI2 GNAI3 ICAM1 ITGA4 ITGAL ITGAM ITGB1 ITGB2 ITK JAM2 JAM3 MAPK11 MAPK12 MAPK13 MAPK14 MMP2 MMP9 MSN MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 NCF1 NCF2 NCF4 NOX1 NOX3 OCLN PECAM1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTK2 PTK2B PTPN11 PXN RAC1 RAC2 RAP1A RAP1B RAPGEF3 RAPGEF4 RASSF5 RHOA RHOH ROCK1 ROCK2 SIPA1 THY1 TXK VASP VAV1 VAV2 VAV3 VCAM1 VCL KEGG_LIMONENE_AND_PINENE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LIMONENE_AND_PINENE_DEGRADATION ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 ECHS1 EHHADH HADHA NAA80 YOD1 KEGG_LINOLEIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LINOLEIC_ACID_METABOLISM AKR1B10 ALOX15 CYP1A2 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP2J2 CYP3A4 CYP3A43 CYP3A5 CYP3A7 JMJD7-PLA2G4B PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 KEGG_LONG_TERM_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LONG_TERM_DEPRESSION ARAF BRAF CACNA1A CRH CRHR1 GNA11 GNA12 GNA13 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GRIA1 GRIA2 GRIA3 GRID2 GRM1 GRM5 GUCY1A1 GUCY1A2 GUCY1B1 HRAS IGF1 IGF1R ITPR1 ITPR2 ITPR3 JMJD7-PLA2G4B KRAS LYN MAP2K1 MAP2K2 MAPK1 MAPK3 NOS1 NRAS PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCB1 PLCB2 PLCB3 PLCB4 PPP1R17 PPP2CA PPP2CB PPP2R1A PPP2R1B PRKCA PRKCB PRKCG PRKG1 PRKG2 RAF1 RYR1 KEGG_LONG_TERM_POTENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LONG_TERM_POTENTIATION ADCY1 ADCY8 ARAF ATF4 BRAF CACNA1C CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CHP1 CHP2 CREBBP EP300 GNAQ GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 GRM5 HRAS ITPR1 ITPR2 ITPR3 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PLCB1 PLCB2 PLCB3 PLCB4 PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R1A PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX RAF1 RAP1A RAP1B RAPGEF3 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 KEGG_LYSINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LYSINE_DEGRADATION AADAT AASDH AASDHPPT AASS ACAT1 ACAT2 ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 ASH1L BBOX1 DLST DOT1L ECHS1 EHHADH EHMT1 EHMT2 GCDH HADH HADHA KMT5A KMT5B KMT5C NSD1 NSD2 NSD3 OGDH OGDHL PIPOX PLOD1 PLOD2 PLOD3 SETD1A SETD1B SETD2 SETD7 SETDB1 SETDB2 SETMAR SUV39H1 SUV39H2 TMLHE KEGG_LYSOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_LYSOSOME ABCA2 ABCB9 ACP2 ACP5 AGA AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP3B1 AP3B2 AP3D1 AP3M1 AP3M2 AP3S1 AP3S2 AP4B1 AP4E1 AP4M1 AP4S1 ARSA ARSB ARSG ASAH1 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V1H CD164 CD63 CD68 CLN3 CLN5 CLTA CLTB CLTC CLTCL1 CTNS CTSA CTSB CTSC CTSD CTSE CTSF CTSG CTSH CTSK CTSL CTSO CTSS CTSV CTSW CTSZ DNASE2 DNASE2B ENTPD4 FUCA1 GAA GALC GALNS GBA1 GGA1 GGA2 GGA3 GLA GLB1 GM2A GNPTAB GNPTG GNS GUSB HEXA HEXB HGSNAT HYAL1 IDS IDUA IGF2R LAMP1 LAMP2 LAMP3 LAPTM4A LAPTM4B LAPTM5 LGMN LIPA M6PR MAN2B1 MANBA MCOLN1 MFSD8 NAGA NAGLU NAGPA NAPSA NEU1 NPC1 NPC2 PLA2G15 PPT1 PPT2 PSAP PSAPL1 SCARB2 SGSH SLC11A1 SLC11A2 SLC17A5 SMPD1 SORT1 SUMF1 TCIRG1 TPP1 KEGG_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MAPK_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ARRB1 ARRB2 ATF2 ATF4 BDNF BRAF CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CASP3 CD14 CDC25B CDC42 CHP1 CHP2 CHUK CRK CRKL DAXX DDIT3 DUSP1 DUSP10 DUSP14 DUSP16 DUSP2 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 ECSIT EGF EGFR ELK1 ELK4 FAS FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLNA FLNB FLNC FOS GADD45A GADD45B GADD45G GNA12 GNG12 GRB2 HRAS HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 HSPB1 IKBKB IKBKG IL1A IL1B IL1R1 IL1R2 JMJD7-PLA2G4B JUN JUND KRAS LAMTOR3 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K20 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAPT MAX MECOM MEF2C MKNK1 MKNK2 MOS MRAS MYC NF1 NFATC2 NFATC4 NFKB1 NFKB2 NGF NLK NR4A1 NRAS NTF3 NTF4 NTRK1 NTRK2 PAK1 PAK2 PDGFA PDGFB PDGFRA PDGFRB PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PPM1A PPM1B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP5C PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX PTPN5 PTPN7 PTPRR RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF2 RASA1 RASA2 RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RELA RELB RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RRAS RRAS2 SOS1 SOS2 SRF STK3 STK4 STMN1 TAB1 TAB2 TAOK1 TAOK2 TAOK3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TNF TNFRSF1A TP53 TRAF2 TRAF6 KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG BHLHA15 FOXA2 FOXA3 GCK HES1 HHEX HNF1A HNF1B HNF4A HNF4G IAPP INS MAFA MNX1 NEUROD1 NEUROG3 NKX2-2 NKX6-1 NR5A2 ONECUT1 PAX4 PAX6 PDX1 PKLR SLC2A2 KEGG_MELANOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MELANOGENESIS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ASIP CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBBP CTNNB1 DCT DVL1 DVL2 DVL3 EDN1 EDNRB EP300 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GSK3B HRAS KIT KITLG KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MC1R MITF NRAS PLCB1 PLCB2 PLCB3 PLCB4 POMC PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX RAF1 TCF7 TCF7L1 TCF7L2 TYR TYRP1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MELANOMA AKT1 AKT2 AKT3 ARAF BAD BRAF CCND1 CDH1 CDK4 CDK6 CDKN1A CDKN2A E2F1 E2F2 E2F3 EGF EGFR FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 HGF HRAS IGF1 IGF1R KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MET MITF NRAS PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTEN RAF1 RB1 TP53 KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AKR1C1 AKR1C2 AKR1C3 AKR1C4 ALDH1A3 ALDH3A1 ALDH3B1 ALDH3B2 CYP1A1 CYP1A2 CYP1B1 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2E1 CYP2F1 CYP2S1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 DHDH EPHX1 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTZ1 MGST1 MGST2 MGST3 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MISMATCH_REPAIR EXO1 LIG1 MLH1 MLH3 MSH2 MSH3 MSH6 PCNA PMS2 POLD1 POLD2 POLD3 POLD4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 SSBP1 KEGG_MTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BRAF CAB39 CAB39L DDIT4 EIF4B EIF4E EIF4E1B EIF4E2 EIF4EBP1 HIF1A IGF1 INS MAPK1 MAPK3 MLST8 MTOR PDPK1 PGF PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PRKAA1 PRKAA2 RHEB RICTOR RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR STK11 STRADA TSC1 TSC2 ULK1 ULK2 ULK3 VEGFA VEGFB VEGFC VEGFD KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY ARAF BID BRAF CASP3 CD244 CD247 CD48 CHP1 CHP2 CSF2 FAS FASLG FCER1G FCGR3A FCGR3B FYN GRB2 GZMB HCST HLA-A HLA-B HLA-C HLA-E HLA-G HRAS ICAM1 ICAM2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNG IFNGR1 IFNGR2 ITGAL ITGB2 KIR2DL1 KIR2DL2 KIR2DL3 KIR2DL4 KIR2DL5A KIR2DS1 KIR2DS3 KIR2DS4 KIR2DS5 KIR3DL1 KIR3DL2 KLRC1 KLRC2 KLRC3 KLRD1 KLRK1 KRAS LAT LCK LCP2 MAP2K1 MAP2K2 MAPK1 MAPK3 MICA MICB NCR1 NCR2 NCR3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NRAS PAK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRF1 PRKCA PRKCB PRKCG PTK2B PTPN11 PTPN6 RAC1 RAC2 RAC3 RAET1E RAET1G RAET1L RAF1 SH2D1A SH2D1B SH3BP2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SYK TNF TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFSF10 TYROBP ULBP1 ULBP2 ULBP3 VAV1 VAV2 VAV3 ZAP70 KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION ADCYAP1R1 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGTR1 AGTR2 APLNR AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3AR1 C5AR1 CALCR CALCRL CCKAR CCKBR CGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CHRNA1 CHRNA10 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CNR1 CNR2 CRHR1 CRHR2 CSH1 CTSG CYSLTR1 CYSLTR2 DRD1 DRD2 DRD3 DRD4 DRD5 EDNRA EDNRB F2 F2R F2RL1 F2RL2 F2RL3 FPR1 FPR2 FPR3 FSHB FSHR GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GABRR1 GABRR2 GALR1 GALR2 GALR3 GCGR GH1 GH2 GHR GHRHR GHSR GIPR GLP1R GLP2R GLRA1 GLRA2 GLRA3 GLRB GNRHR GPR156 GPR35 GPR50 GPR83 GRIA1 GRIA2 GRIA3 GRIA4 GRID1 GRID2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRPR GZMA HCRTR1 HCRTR2 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 KISS1R LEP LEPR LHB LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR6 LTB4R LTB4R2 MAS1 MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLNR MTNR1A MTNR1B NMBR NMUR1 NMUR2 NPBWR1 NPBWR2 NPFFR1 NPFFR2 NPY1R NPY2R NPY4R NPY5R NR3C1 NTSR1 NTSR2 OPRD1 OPRK1 OPRL1 OPRM1 OXTR P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY10 P2RY11 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PARD3 PLG PRL PRLHR PRLR PRSS1 PRSS2 PRSS3 PTAFR PTGDR PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH1R PTH2R RXFP1 RXFP2 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SCTR SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TACR1 TACR2 TACR3 TBXA2R THRA THRB TRHR TRPV1 TSHB TSHR TSPO UTS2R VIPR1 VIPR2 KEGG_NEUROTROPHIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NEUROTROPHIN_SIGNALING_PATHWAY ABL1 AKT1 AKT2 AKT3 ARHGDIA ARHGDIB ATF4 BAD BAX BCL2 BDNF BEX3 BRAF CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CDC42 CRK CRKL CSK FASLG FOXO3 FRS2 GAB1 GRB2 GSK3B HRAS IKBKB IRAK1 IRAK2 IRAK3 IRAK4 IRS1 IRS2 IRS4 JUN KIDINS220 KRAS MAGED1 MAP2K1 MAP2K2 MAP2K5 MAP2K7 MAP3K1 MAP3K3 MAP3K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 NFKB1 NFKBIA NFKBIB NFKBIE NGF NGFR NRAS NTF3 NTF4 NTRK1 NTRK2 NTRK3 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRDM4 PRKCD PSEN1 PTPN11 RAC1 RAF1 RAP1A RAP1B RAPGEF1 RELA RHOA RIPK2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 SH2B1 SH2B2 SH2B3 SHC1 SHC2 SHC3 SHC4 SORT1 SOS1 SOS2 TP53 TP73 TRAF6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZNF274 KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM AOX1 BST1 CD38 ENPP1 ENPP3 NADK NADSYN1 NAMPT NMNAT1 NMNAT2 NMNAT3 NMRK1 NNMT NNT NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT12 PNP QPRT KEGG_NITROGEN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NITROGEN_METABOLISM AMT ASNS CA1 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA6 CA7 CA8 CA9 CPS1 CTH GLS GLS2 GLUD1 GLUD2 GLUL HAL KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY BIRC2 BIRC3 CARD18 CARD6 CARD8 CARD9 CASP1 CASP5 CASP8 CCL11 CCL13 CCL2 CCL5 CCL7 CCL8 CHUK CXCL1 CXCL2 CXCL8 ERBIN HSP90AA1 HSP90AB1 HSP90B1 IKBKB IKBKG IL18 IL1B IL6 MAP3K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MEFV NAIP NFKB1 NFKBIA NFKBIB NLRC4 NLRP1 NLRP3 NOD1 NOD2 PSTPIP1 PYCARD PYDC1 RELA RIPK2 SUGT1 TAB1 TAB2 TAB3 TNF TNFAIP3 TRAF6 TRIP6 XIAP KEGG_NON_HOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NON_HOMOLOGOUS_END_JOINING DCLRE1C DNTT FEN1 LIG4 MRE11 NHEJ1 POLL POLM PRKDC RAD50 XRCC4 XRCC5 XRCC6 KEGG_NON_SMALL_CELL_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NON_SMALL_CELL_LUNG_CANCER AKT1 AKT2 AKT3 ARAF BAD BRAF CASP9 CCND1 CDK4 CDK6 CDKN2A E2F1 E2F2 E2F3 EGF EGFR ERBB2 FHIT FOXO3 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 RARB RASSF1 RASSF5 RB1 RXRA RXRB RXRG SOS1 SOS2 STK4 TGFA TP53 KEGG_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NOTCH_SIGNALING_PATHWAY ADAM17 APH1A CIR1 CREBBP CTBP1 CTBP2 DLL1 DLL3 DLL4 DTX1 DTX2 DTX3 DTX3L DTX4 DVL1 DVL2 DVL3 EP300 HDAC1 HDAC2 HES1 HES5 JAG1 JAG2 KAT2A KAT2B LFNG MAML1 MAML2 MAML3 MFNG NCOR2 NCSTN NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB NUMBL PSEN1 PSEN2 PSENEN PTCRA RBPJ RBPJL RFNG SNW1 KEGG_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_NUCLEOTIDE_EXCISION_REPAIR CCNH CDK7 CETN2 CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 LIG1 MNAT1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 XPA XPC KEGG_N_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_N_GLYCAN_BIOSYNTHESIS ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 B4GALT1 B4GALT2 B4GALT3 DAD1 DDOST DOLPP1 DPAGT1 DPM1 DPM2 DPM3 FUT8 GANAB MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT5 MGAT5B MOGS RFT1 RPN1 RPN2 ST6GAL1 STT3A STT3B TUSC3 KEGG_OLFACTORY_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_OLFACTORY_TRANSDUCTION ADCY3 ARRB2 CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CLCA1 CLCA2 CLCA4 CNGA3 CNGA4 CNGB1 GNAL GRK3 GUCA1A GUCA1B GUCA1C GUCY2D OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AD1 OR10AG1 OR10C1 OR10G2 OR10G3 OR10G4 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J5 OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H4 OR11H6 OR11L1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14C36 OR14I1 OR14J1 OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1F1 OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AK2 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T4 OR2T5 OR2T6 OR2T8 OR2V2 OR2W1 OR2W3 OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A5 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E2 OR4F15 OR4F16 OR4F17 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K5 OR4L1 OR4M1 OR4M2 OR4N2 OR4N4 OR4N5 OR4P4 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51I1 OR51I2 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A5 OR52B2 OR52B4 OR52B6 OR52D1 OR52E2 OR52E4 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52R1 OR52W1 OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B4 OR5A1 OR5A2 OR5AC2 OR5AK2 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5H2 OR5H6 OR5I1 OR5J2 OR5K1 OR5K2 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G2P OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR9A2 OR9A4 OR9G1 OR9G4 OR9I1 OR9K2 OR9Q1 OR9Q2 PDC PDE1C PRKACA PRKACB PRKACG PRKG1 PRKG2 PRKX KEGG_ONE_CARBON_POOL_BY_FOLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_ONE_CARBON_POOL_BY_FOLATE ALDH1L1 AMT ATIC DHFR FTCD GART MTFMT MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR SHMT1 SHMT2 TYMS KEGG_OOCYTE_MEIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_OOCYTE_MEIOSIS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AR AURKA BTRC BUB1 CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CCNB1 CCNB2 CCNE1 CCNE2 CDC16 CDC20 CDC23 CDC25C CDC26 CDC27 CDK1 CDK2 CHP1 CHP2 CPEB1 CUL1 ESPL1 FBXO43 FBXO5 FBXW11 IGF1 IGF1R INS ITPR1 ITPR2 ITPR3 MAD2L1 MAD2L2 MAP2K1 MAPK1 MAPK12 MAPK3 MOS PGR PKMYT1 PLCZ1 PLK1 PPP1CA PPP1CB PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKACA PRKACB PRKACG PRKX PTTG1 PTTG2 RBX1 REC8 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SGO1 SKP1 SKP1P2 SLK SMC1A SMC1B SMC3 SPDYA SPDYC STAG3 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ KEGG_OTHER_GLYCAN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_OTHER_GLYCAN_DEGRADATION AGA ENGASE FUCA1 FUCA2 GBA1 GLB1 HEXA HEXB MAN2B1 MAN2B2 MAN2C1 MANBA NEU1 NEU2 NEU3 NEU4 KEGG_OXIDATIVE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_OXIDATIVE_PHOSPHORYLATION ATP12A ATP4A ATP4B ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC1P5 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H COX10 COX11 COX15 COX17 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CYC1 LHPP MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PPA1 PPA2 SDHA SDHB SDHC SDHD TCIRG1 UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_O_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_O_GLYCAN_BIOSYNTHESIS B3GNT6 B4GALT5 C1GALT1 C1GALT1C1 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GCNT1 GCNT3 GCNT4 ST3GAL1 ST3GAL2 ST6GALNAC1 KEGG_P53_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_P53_SIGNALING_PATHWAY ADGRB1 APAF1 ATM ATR BAX BBC3 BID CASP3 CASP8 CASP9 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNG1 CCNG2 CD82 CDK1 CDK2 CDK4 CDK6 CDKN1A CDKN2A CHEK1 CHEK2 COP1 CYCS DDB2 EI24 FAS GADD45A GADD45B GADD45G GTSE1 IGF1 IGFBP3 MDM2 MDM4 PERP PIDD1 PMAIP1 PPM1D PTEN RCHY1 RPRM RRM2 RRM2B SERPINB5 SERPINE1 SESN1 SESN2 SESN3 SFN SHISA5 SIAH1 STEAP3 THBS1 TNFRSF10B TP53 TP53AIP1 TP53I3 TP73 TSC2 ZMAT3 KEGG_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PANCREATIC_CANCER AKT1 AKT2 AKT3 ARAF ARHGEF6 BAD BCL2L1 BRAF BRCA2 CASP9 CCND1 CDC42 CDK4 CDK6 CDKN2A CHUK E2F1 E2F2 E2F3 EGF EGFR ERBB2 IKBKB IKBKG JAK1 KRAS MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 NFKB1 PGF PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLD1 RAC1 RAC2 RAC3 RAD51 RAF1 RALA RALB RALBP1 RALGDS RB1 RELA SMAD2 SMAD3 SMAD4 STAT1 STAT3 TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 VEGFA VEGFB VEGFC VEGFD KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS BCAT1 BCAT2 COASY DPYD DPYS ENPP1 ENPP3 PANK1 PANK2 PANK3 PANK4 PPCDC PPCS UPB1 VNN1 VNN2 KEGG_PARKINSONS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PARKINSONS_DISEASE APAF1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC1P5 ATP5MC2 ATP5MC3 ATP5PB ATP5PD ATP5PF ATP5PO CASP3 CASP9 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX6CP3 COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CYC1 CYCS GPR37 HTRA2 LRRK2 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PARK7 PINK1 PPID PRKN SDHA SDHB SDHC SDHD SEPTIN5 SLC18A1 SLC18A2 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SLC6A3 SNCA SNCAIP TH UBA1 UBA7 UBB UBE2G1 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBE2L6 UCHL1 UQCR10 UQCR10P1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ VDAC1 VDAC2 VDAC2P5 VDAC3 KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION ABL1 ACTB ACTG1 ARHGEF2 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CD14 CDC42 CDH1 CLDN1 CTNNB1 CTTN EZR FYN HCLS1 ITGB1 KRT18 LY96 NCK1 NCK2 NCL OCLN PRKCA RHOA ROCK1 ROCK2 TLR4 TLR5 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB7P TUBB8 WAS WASL YWHAQ YWHAZ KEGG_PATHWAYS_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PATHWAYS_IN_CANCER ABL1 AKT1 AKT2 AKT3 APC APC2 APPL1 AR ARAF ARNT ARNT2 AXIN1 AXIN2 BAD BAX BCL2 BCL2L1 BCR BID BIRC2 BIRC3 BIRC5 BMP2 BMP4 BRAF BRCA2 CASP3 CASP8 CASP9 CBL CBLB CBLC CCDC6 CCNA1 CCND1 CCNE1 CCNE2 CDC42 CDH1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CEBPA CHUK CKS1B COL4A1 COL4A2 COL4A4 COL4A6 CREBBP CRK CRKL CSF1R CSF2RA CSF3R CTBP1 CTBP2 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CUL2 CXCL8 CYCS DAPK1 DAPK2 DAPK3 DCC DVL1 DVL2 DVL3 E2F1 E2F2 E2F3 EGF EGFR EGLN1 EGLN2 EGLN3 ELOB ELOC EP300 EPAS1 ERBB2 ETS1 FADD FAS FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FH FLT3 FLT3LG FN1 FOS FOXO1 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GLI1 GLI2 GLI3 GRB2 GSK3B GSTP1 HDAC1 HDAC2 HGF HHIP HIF1A HRAS HSP90AA1 HSP90AB1 HSP90B1 IGF1 IGF1R IKBKB IKBKG IL6 ITGA2 ITGA2B ITGA3 ITGA6 ITGAV ITGB1 JAK1 JUN JUP KIT KITLG KLK3 KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LEF1 MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MAX MDM2 MECOM MET MITF MLH1 MMP1 MMP2 MMP9 MSH2 MSH3 MSH6 MTOR MYC NCOA4 NFKB1 NFKB2 NFKBIA NKX3-1 NOS2 NRAS NTRK1 PAX8 PDGFA PDGFB PDGFRA PDGFRB PGF PIAS1 PIAS2 PIAS3 PIAS4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PLCG2 PLD1 PML PPARD PPARG PRKCA PRKCB PRKCG PTCH1 PTCH2 PTEN PTGS2 PTK2 RAC1 RAC2 RAC3 RAD51 RAF1 RALA RALB RALBP1 RALGDS RARA RARB RASSF1 RASSF5 RB1 RBX1 RELA RET RHOA RUNX1 RUNX1T1 RXRA RXRB RXRG SHH SKP2 SLC2A1 SMAD2 SMAD3 SMAD4 SMO SOS1 SOS2 SPI1 STAT1 STAT3 STAT5A STAT5B STK36 STK4 SUFU TCF7 TCF7L1 TCF7L2 TFG TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 TPM3 TPR TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 VEGFA VEGFB VEGFC VEGFD VHL WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XIAP ZBTB16 KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS AKR1B1 CRYL1 DCXR DHDH GUSB RPE RPEL1 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 XYLB KEGG_PENTOSE_PHOSPHATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PENTOSE_PHOSPHATE_PATHWAY ALDOA ALDOB ALDOC DERA FBP1 FBP2 G6PD GPI H6PD PFKL PFKM PFKP PGD PGLS PGM1 PGM2 PRPS1 PRPS1L1 PRPS2 RBKS RPE RPEL1 RPIA TALDO1 TKT TKTL1 TKTL2 KEGG_PEROXISOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PEROXISOME ABCD1 ABCD2 ABCD3 ABCD4 ACAA1 ACOT8 ACOX1 ACOX2 ACOX3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 AGPS AGXT AMACR BAAT CAT CRAT CROT DAO DDO DECR2 DHRS4 ECH1 ECI2 EHHADH EPHX2 FAR1 FAR2 GNPAT GSTK1 HACL1 HAO1 HAO2 HMGCL HSD17B4 IDH1 IDH2 MLYCD MPV17 MPV17L MVK NOS2 NUDT12 NUDT19 PAOX PECR PEX1 PEX10 PEX11A PEX11B PEX11G PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PIPOX PMVK PRDX1 PRDX5 PXMP2 PXMP4 SCP2 SLC25A17 SLC27A2 SOD1 SOD2 XDH KEGG_PHENYLALANINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PHENYLALANINE_METABOLISM ALDH1A3 ALDH3A1 ALDH3B1 ALDH3B2 AOC2 AOC3 DDC GOT1 GOT2 HPD IL4I1 MAOA MAOB MIF NAA80 PAH PRDX6 TAT KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CDIPT CDS1 CDS2 DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKQ DGKZ IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5E INPP5J INPP5K INPPL1 IPPK ITPK1 ITPKA ITPKB ITPR1 ITPR2 ITPR3 OCRL PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCZ1 PRKCA PRKCB PRKCG PTEN SYNJ1 SYNJ2 KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM ALAD ALAS1 ALAS2 BLVRA BLVRB COX10 COX15 CP CPOX EARS2 EPRS1 FECH FTH1 FTMT GUSB HCCS HMBS HMOX1 HMOX2 MMAB PPOX UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UROD UROS KEGG_PPAR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PPAR_SIGNALING_PATHWAY ACAA1 ACADL ACADM ACOX1 ACOX2 ACOX3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADIPOQ ANGPTL4 APOA1 APOA2 APOA5 APOC3 AQP7 CD36 CPT1A CPT1B CPT1C CPT2 CYP27A1 CYP4A11 CYP4A22 CYP7A1 CYP8B1 DBI EHHADH FABP1 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FADS2 GK GK2 HMGCS2 ILK LPL ME1 MMP1 NR1H3 OLR1 PCK1 PCK2 PDPK1 PLIN1 PLTP PPARA PPARD PPARG RXRA RXRB RXRG SCD SCD5 SCP2 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC27A6 SORBS1 UBC UCP1 KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS ACOX2 AKR1C4 AKR1D1 AMACR BAAT CH25H CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 HSD17B4 HSD3B7 SCP2 SLC27A5 KEGG_PRIMARY_IMMUNODEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PRIMARY_IMMUNODEFICIENCY ADA AICDA AIRE BLNK BTK CD19 CD3D CD3E CD4 CD40 CD40LG CD79A CD8A CD8B CIITA DCLRE1C ICOS IGLL1 IKBKG IL2RG IL7R JAK3 LCK PTPRC RAG1 RAG2 RFX5 RFXANK RFXAP TAP1 TAP2 TNFRSF13B TNFRSF13C UNG ZAP70 KEGG_PRION_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PRION_DISEASES BAX C1QA C1QB C1QC C5 C6 C7 C8A C8B C8G C9 CCL5 EGR1 ELK1 FYN HSPA1A HSPA5 IL1A IL1B IL6 LAMC1 MAP2K1 MAP2K2 MAPK1 MAPK3 NCAM1 NCAM2 NOTCH1 PRKACA PRKACB PRKACG PRKX PRNP SOD1 STIP1 KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKT1 AKT2 AKT3 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ARAF BRAF BUB1 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CDC16 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDK1 CDK2 CPEB1 FZR1 GNAI1 GNAI2 GNAI3 HSP90AA1 HSP90AB1 IGF1 IGF1R INS KRAS MAD2L1 MAD2L2 MAP2K1 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MOS PDE3A PDE3B PGR PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PKMYT1 PLK1 PRKACA PRKACB PRKACG PRKX RAF1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SPDYA SPDYC KEGG_PROPANOATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROPANOATE_METABOLISM ABAT ACACA ACACB ACADM ACAT1 ACAT2 ACSS1 ACSS2 ACSS3 ALDH1B1 ALDH2 ALDH3A2 ALDH6A1 ALDH7A1 ALDH9A1 ECHS1 EHHADH HADHA HIBCH LDHA LDHAL6A LDHAL6B LDHB LDHC MCEE MLYCD MMUT PCCA PCCB SUCLA2 SUCLG1 SUCLG2 SUCLG2P2 KEGG_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROSTATE_CANCER AKT1 AKT2 AKT3 AR ARAF ATF4 BAD BCL2 BRAF CASP9 CCND1 CCNE1 CCNE2 CDK2 CDKN1A CDKN1B CHUK CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CTNNB1 E2F1 E2F2 E2F3 EGF EGFR EP300 ERBB2 FGFR1 FGFR2 FOXO1 GRB2 GSK3B GSTP1 HRAS HSP90AA1 HSP90AB1 HSP90B1 IGF1 IGF1R IKBKB IKBKG INS INSRR KLK3 KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MTOR NFKB1 NFKBIA NKX3-1 NRAS PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTEN RAF1 RB1 RELA SOS1 SOS2 SRD5A2 TCF7 TCF7L1 TCF7L2 TGFA TP53 KEGG_PROTEASOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROTEASOME IFNG POMP PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA6P4 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC1P4 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSME1 PSME2 PSME3 PSME4 PSMF1 SEM1 KEGG_PROTEIN_EXPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROTEIN_EXPORT HSPA5 IMMP1L IMMP2L OXA1L SEC11A SEC11C SEC61A1 SEC61A2 SEC61B SEC61G SEC62 SEC63 SPCS1 SPCS2 SPCS3 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRP9P1 SRPRA SRPRB KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION AQP1 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP1B4 CA2 CA4 FXYD2 GLS GLS2 GLUD1 GLUD2 MDH1 PCK1 PCK2 SLC25A10 SLC38A3 SLC4A4 SLC9A3 KEGG_PURINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PURINE_METABOLISM ADA ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADK ADPRM ADSL ADSS1 ADSS2 AK1 AK2 AK4 AK5 AK7 ALLC AMPD1 AMPD2 AMPD3 APRT ATIC CANT1 DCK DGUOK ENPP1 ENPP3 ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD8 FHIT GART GDA GMPR GMPR2 GMPS GUCY1A1 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F GUK1 HPRT1 IMPDH1 IMPDH2 ITPA NME1 NME1-NME2 NME2 NME3 NME4 NME5 NME6 NME7 NPR1 NPR2 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT2 NUDT5 NUDT9 PAICS PAPSS1 PAPSS2 PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE5A PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDE7A PDE7B PDE8A PDE8B PDE9A PFAS PKLR PKM PNP PNPT1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POLR3GL POLR3H POLR3K PPAT PRIM1 PRIM2 PRPS1 PRPS1L1 PRPS2 PRUNE1 RRM1 RRM2 RRM2B URAD XDH KEGG_PYRIMIDINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PYRIMIDINE_METABOLISM AK3 CAD CANT1 CDA CMPK1 CMPK2 CTPS1 CTPS2 DCK DCTD DHODH DPYD DPYS DTYMK DUT ENTPD1 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD8 ITPA NME1 NME1-NME2 NME2 NME3 NME4 NME5 NME6 NME7 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT2 PNP PNPT1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POLR3GL POLR3H POLR3K PRIM1 PRIM2 RRM1 RRM2 RRM2B TK1 TK2 TXNRD1 TXNRD2 TYMP TYMS UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 UPRT KEGG_PYRUVATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_PYRUVATE_METABOLISM ACACA ACACB ACAT1 ACAT2 ACOT12 ACSS1 ACSS2 ACYP1 ACYP2 AKR1B1 ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 DLAT DLD GLO1 GRHPR HAGH HAGHL LDHA LDHAL6A LDHAL6B LDHB LDHC LDHD MDH1 MDH2 ME1 ME2 ME3 PC PCK1 PCK2 PDHA1 PDHA2 PDHB PKLR PKM KEGG_REGULATION_OF_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_REGULATION_OF_ACTIN_CYTOSKELETON ABI2 ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 APC APC2 ARAF ARHGAP35 ARHGEF1 ARHGEF12 ARHGEF4 ARHGEF6 ARHGEF7 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BAIAP2 BCAR1 BDKRB1 BDKRB2 BRAF BRK1 CD14 CDC42 CFL1 CFL2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CRK CRKL CSK CYFIP1 CYFIP2 DIAPH1 DIAPH2 DIAPH3 DOCK1 EGF EGFR ENAH EZR F2 F2R FGD1 FGD3 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FN1 GIT1 GNA12 GNA13 GNG12 GSN HRAS INS INSRR IQGAP1 IQGAP2 IQGAP3 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 KRAS LIMK1 LIMK2 MAP2K1 MAP2K2 MAPK1 MAPK3 MOS MRAS MSN MYH10 MYH14 MYH9 MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 MYLK MYLK2 MYLK3 NCKAP1 NCKAP1L NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PFN1 PFN2 PFN3 PFN4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PPP1CA PPP1CB PPP1CC PPP1R12A PTK2 PXN RAC1 RAC2 RAC3 RAF1 RDX RHOA ROCK1 ROCK2 RRAS RRAS2 SCIN SLC9A1 SOS1 SOS2 SSH1 SSH2 SSH3 TIAM1 TIAM2 TMSB4X TMSB4XP8 TMSB4Y VAV1 VAV2 VAV3 VCL WAS WASF1 WASF2 WASL KEGG_REGULATION_OF_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_REGULATION_OF_AUTOPHAGY ATG12 ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 BECN1 BECN2 GABARAP GABARAPL1 GABARAPL2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNG INS PIK3C3 PIK3R4 PRKAA1 PRKAA2 ULK1 ULK2 ULK3 KEGG_RENAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RENAL_CELL_CARCINOMA AKT1 AKT2 AKT3 ARAF ARNT ARNT2 BRAF CDC42 CREBBP CRK CRKL CUL2 EGLN1 EGLN2 EGLN3 ELOB ELOC EP300 EPAS1 ETS1 FH FLCN GAB1 GRB2 HGF HIF1A HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFB PGF PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTPN11 RAC1 RAF1 RAP1A RAP1B RAPGEF1 RBX1 SLC2A1 SOS1 SOS2 TGFA TGFB1 TGFB2 TGFB3 VEGFA VEGFB VEGFC VEGFD VHL KEGG_RENIN_ANGIOTENSIN_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RENIN_ANGIOTENSIN_SYSTEM ACE ACE2 AGT AGTR1 AGTR2 ANPEP CMA1 CPA3 CTSA CTSG ENPEP LNPEP MAS1 MME NLN REN THOP1 KEGG_RETINOL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RETINOL_METABOLISM ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1A1 ALDH1A2 AWAT2 BCO1 CYP1A1 CYP1A2 CYP26A1 CYP26B1 CYP26C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP4A11 CYP4A22 DGAT1 DGAT2 DHRS3 DHRS4 DHRS4L2 DHRS9 LRAT PNPLA4 RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 RETSAT RPE65 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_RIBOFLAVIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RIBOFLAVIN_METABOLISM ACP1 ACP2 ACP3 ACP4 ACP5 ACP6 ENPP1 ENPP3 FLAD1 MTMR1 MTMR2 MTMR6 MTMR7 PHPT1 RFK TYR KEGG_RIBOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RIBOSOME FAU MRPL13 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RSL24D1 RSL24D1P11 UBA52 KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY ATG12 ATG5 AZI2 CASP10 CASP8 CHUK CXCL10 CXCL8 CYLD DDX3X DDX3Y DHX58 FADD IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNE IFNK IFNW1 IKBKB IKBKE IKBKG IL12A IL12B IRF3 IRF7 ISG15 MAP3K1 MAP3K7 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 MAVS NFKB1 NFKBIA NFKBIB NLRX1 OTUD5 PIN1 RELA RIGI RIPK1 RNF125 SIKE1 STING1 TANK TBK1 TBKBP1 TKFC TNF TRADD TRAF2 TRAF3 TRAF6 TRIM25 KEGG_RNA_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RNA_DEGRADATION C1D C1DP2 C1DP3 CNOT1 CNOT10 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 DCP1A DCP1B DCP2 DCPS DDX6 DIS3 EDC3 EDC4 ENO1 ENO2 ENO3 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HSPA9 HSPD1 LSM1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 MPHOSPH6 MTREX PAPOLA PAPOLB PAPOLG PARN PATL1 PNPT1 SKIC2 SKIC3 SKIC8 TENT4A XRN1 XRN2 ZCCHC7 KEGG_RNA_POLYMERASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_RNA_POLYMERASE POLR1A POLR1B POLR1C POLR1D POLR1E POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3F POLR3G POLR3GL POLR3H POLR3K KEGG_SELENOAMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SELENOAMINO_ACID_METABOLISM AHCY AHCYL1 AHCYL2 BUD23 CBS CTH GGT1 GGT5 GGT6 GGT7 HEMK1 LCMT1 LCMT2 MARS1 MARS2 MAT1A MAT2A MAT2B METTL2B METTL6 PAPSS1 PAPSS2 SCLY SEPHS1 SEPHS2 TRMT11 KEGG_SMALL_CELL_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SMALL_CELL_LUNG_CANCER AKT1 AKT2 AKT3 APAF1 BCL2 BCL2L1 BIRC2 BIRC3 CASP9 CCND1 CCNE1 CCNE2 CDK2 CDK4 CDK6 CDKN1B CDKN2B CHUK CKS1B COL4A1 COL4A2 COL4A4 COL4A6 CYCS E2F1 E2F2 E2F3 FHIT FN1 IKBKB IKBKG ITGA2 ITGA2B ITGA3 ITGA6 ITGAV ITGB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 MAX MYC NFKB1 NFKBIA NOS2 PIAS1 PIAS2 PIAS3 PIAS4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PTEN PTGS2 PTK2 RARB RB1 RELA RXRA RXRB RXRG SKP2 TP53 TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 XIAP KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT BET1 BET1L BNIP1 GOSR1 GOSR2 SEC22B SNAP23 SNAP25 SNAP29 SNAP47 STX10 STX11 STX12 STX16 STX17 STX18 STX19 STX1A STX1B STX2 STX3 STX4 STX5 STX6 STX7 STX8 TSNARE1 USE1 VAMP1 VAMP2 VAMP3 VAMP4 VAMP5 VAMP7 VAMP8 VTI1A VTI1B YKT6 KEGG_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SPHINGOLIPID_METABOLISM ACER1 ACER2 ACER3 ARSA ASAH1 ASAH2 B4GALT6 CERK DEGS1 DEGS2 ENPP7 GAL3ST1 GALC GBA1 GLA GLB1 KDSR NEU1 NEU2 NEU3 NEU4 PLPP1 PLPP2 PLPP3 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SMPD1 SMPD2 SMPD3 SMPD4 SPHK1 SPHK2 SPTLC1 SPTLC2 UGCG UGT8 KEGG_SPLICEOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SPLICEOSOME ACIN1 ALYREF AQR BCAS2 BUD31 CCDC12 CDC40 CDC5L CHERP CRNKL1 CTNNBL1 CWC15 DDX23 DDX39B DDX42 DDX46 DDX5 DHX15 DHX16 DHX38 DHX8 EFTUD2 EIF4A3 HNRNPA1 HNRNPA1L2 HNRNPA1P60 HNRNPA3 HNRNPC HNRNPK HNRNPM HNRNPU HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 ISY1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 MAGOH MAGOHB NCBP1 NCBP2 PCBP1 PHF5A PLRG1 PPIE PPIH PPIL1 PQBP1 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF38B PRPF4 PRPF40A PRPF40B PRPF6 PRPF8 PUF60 RBM17 RBM22 RBM25 RBM8A RBMX SART1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLU7 SMNDC1 SNRNP200 SNRNP27 SNRNP40 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNU13 SNW1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 SYF2 TCERG1 THOC1 THOC2 THOC3 TRA2A TRA2B TXNL4A U2AF1 U2AF2 U2SURP USP39 WBP11 XAB2 ZMAT2 KEGG_STARCH_AND_SUCROSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_STARCH_AND_SUCROSE_METABOLISM AGL AMY1A AMY1B AMY1C AMY2A AMY2B ENPP1 ENPP3 G6PC1 G6PC2 GAA GANC GBA3 GBE1 GCK GPI GUSB GYS1 GYS2 HK1 HK2 HK3 MGAM PGM1 PGM2 PGM2L1 PYGB PYGL PYGM SI TREH UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UXS1 KEGG_STEROID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_STEROID_BIOSYNTHESIS CEL CYP27B1 CYP51A1 DHCR24 DHCR7 EBP FDFT1 HSD17B7 LIPA LSS MSMO1 NSDHL SC5D SOAT1 SOAT2 SQLE TM7SF2 KEGG_STEROID_HORMONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_STEROID_HORMONE_BIOSYNTHESIS AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 COMT CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1B1 CYP21A2 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP7A1 CYP7B1 HSD11B1 HSD11B2 HSD17B1 HSD17B12 HSD17B2 HSD17B3 HSD17B6 HSD17B7 HSD17B8 HSD3B1 HSD3B2 SRD5A1 SRD5A2 SRD5A3 STS SULT1E1 SULT2B1 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 KEGG_SULFUR_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SULFUR_METABOLISM BPNT1 CHST11 CHST12 CHST13 PAPSS1 PAPSS2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1E1 SULT2B1 SUOX KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS ACTN1 ACTN2 ACTN3 ACTN4 C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C5 C6 C7 C8A C8B C8G C9 CD28 CD40 CD40LG CD80 CD86 CTSG ELANE FCGR1A FCGR2A FCGR2B FCGR2C FCGR3A FCGR3B GRIN2A GRIN2B H2AB1 H2AB2 H2AB3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2ACP1 H2AJ H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H2BW1 H2BW2 H3-3A H3-3B H3-4 H3-5 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H3Y1 H3Y2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFNG IL10 MACROH2A1 MACROH2A2 RO60 SNRPB SNRPD1 SNRPD3 SSB TNF TRIM21 KEGG_TASTE_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TASTE_TRANSDUCTION ADCY4 ADCY6 ADCY8 ASIC2 CACNA1A CACNA1B GNAS GNAT3 GNB1 GNB3 GNG13 GNG3 GRM4 ITPR3 KCNB1 PDE1A PLCB2 PRKACA PRKACB PRKACG PRKX SCNN1A SCNN1B SCNN1G TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R45 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TRPM5 KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM ADO BAAT CDO1 CSAD GAD1 GAD2 GGT1 GGT5 GGT6 GGT7 KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS ACAT1 ACAT2 DHDDS FDPS GGPS1 HMGCR HMGCS1 HMGCS2 IDI1 IDI2 MVD MVK PDSS1 PDSS2 PMVK KEGG_TGF_BETA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TGF_BETA_SIGNALING_PATHWAY ACVR1 ACVR1C ACVR2A ACVR2B ACVRL1 AMH AMHR2 BMP2 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPR1A BMPR1B BMPR2 CDKN2B CHRD COMP CREBBP CUL1 DCN E2F4 E2F5 EP300 FST GDF5 GDF6 GDF7 ID1 ID2 ID3 ID4 IFNG INHBA INHBB INHBC INHBE LEFTY1 LEFTY2 LTBP1 MAPK1 MAPK3 MYC NODAL NOG PITX2 PPP2CA PPP2CB PPP2R1A PPP2R1B RBL1 RBL2 RBX1 RHOA ROCK1 ROCK2 RPS6KB1 RPS6KB2 SKP1 SKP1P2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SP1 TFDP1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 THBS1 THBS2 THBS3 THBS4 TNF ZFYVE16 ZFYVE9 KEGG_THYROID_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_THYROID_CANCER BRAF CCDC6 CCND1 CDH1 CTNNB1 HRAS KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MYC NCOA4 NRAS NTRK1 PAX8 PPARG RET RXRA RXRB RXRG TCF7 TCF7L1 TCF7L2 TFG TP53 TPM3 TPR KEGG_TIGHT_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TIGHT_JUNCTION ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 AFDN AKT1 AKT2 AKT3 AMOTL1 ASH1L CASK CDC42 CDK4 CGN CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CRB3 CSNK2A1 CSNK2A2 CSNK2B CTNNA1 CTNNA2 CTNNA3 CTNNB1 CTTN EPB41 EPB41L1 EPB41L2 EPB41L3 EXOC3 EXOC4 F11R GNAI1 GNAI2 GNAI3 HCLS1 HRAS IGSF5 JAM2 JAM3 KRAS LLGL1 LLGL2 MAGI1 MAGI2 MAGI3 MAP3K20 MPDZ MRAS MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 NRAS OCLN PALS1 PARD3 PARD6A PARD6B PARD6G PATJ PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PTEN RAB13 RAB3B RHOA RRAS RRAS2 SPTAN1 SRC SYMPK TJAP1 TJP1 TJP2 TJP3 VAPA YBX3 YES1 KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CASP8 CCL3 CCL4 CCL5 CD14 CD40 CD80 CD86 CHUK CTSK CXCL10 CXCL11 CXCL8 CXCL9 FADD FOS IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL12A IL12B IL1B IL6 IRAK1 IRAK4 IRF3 IRF5 IRF7 JUN LBP LY96 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MYD88 NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 RAC1 RELA RIPK1 SPP1 STAT1 TAB1 TAB2 TBK1 TICAM1 TICAM2 TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TNF TOLLIP TRAF3 TRAF6 KEGG_TRYPTOPHAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TRYPTOPHAN_METABOLISM AADAT AANAT ACAT1 ACAT2 ACMSD AFMID ALDH1B1 ALDH2 ALDH3A2 ALDH7A1 ALDH9A1 AOC1 AOX1 ASMT CAT CYP1A1 CYP1A2 CYP1B1 DDC ECHS1 EHHADH GCDH HAAO HADH HADHA IDO1 IDO2 IL4I1 INMT KMO KYNU MAOA MAOB OGDH OGDHL TDO2 TPH1 TPH2 WARS1 WARS2 KEGG_TYPE_II_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TYPE_II_DIABETES_MELLITUS ABCC8 ADIPOQ CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1G GCK HK1 HK2 HK3 IKBKB INS INSR IRS1 IRS2 IRS4 KCNJ11 MAFA MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MTOR PDX1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PKLR PKM PRKCD PRKCE PRKCZ SLC2A2 SLC2A4 SOCS1 SOCS2 SOCS3 SOCS4 TNF KEGG_TYPE_I_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TYPE_I_DIABETES_MELLITUS CD28 CD80 CD86 CPE FAS FASLG GAD1 GAD2 GZMB HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HSPD1 ICA1 IFNG IL12A IL12B IL1A IL1B IL2 INS LTA PRF1 PTPRN PTPRN2 TNF KEGG_TYROSINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_TYROSINE_METABOLISM ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1A3 ALDH3A1 ALDH3B1 ALDH3B2 AOC2 AOC3 AOX1 BUD23 COMT DBH DCT DDC FAH GOT1 GOT2 GSTZ1 HEMK1 HGD HPD IL4I1 LCMT1 LCMT2 MAOA MAOB METTL2B METTL6 MIF NAA80 PNMT TAT TH TPO TRMT11 TYR TYRP1 KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BCL10 CARD11 CBL CBLB CBLC CD247 CD28 CD3D CD3E CD3G CD4 CD40LG CD8A CD8B CDC42 CDK4 CHP1 CHP2 CHUK CSF2 CTLA4 DLG1 FOS FYN GRAP2 GRB2 GSK3B HRAS ICOS IFNG IKBKB IKBKG IL10 IL2 IL4 IL5 ITK JUN KRAS LAT LCK LCP2 MALT1 MAP2K1 MAP2K2 MAP2K7 MAP3K14 MAP3K7 MAP3K8 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK9 NCK1 NCK2 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA NFKBIB NFKBIE NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDCD1 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCG1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCQ PTPN6 PTPRC RAF1 RASGRP1 RELA RHOA SOS1 SOS2 TEC TNF VAV1 VAV2 VAV3 ZAP70 KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS AIRE ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BIRC2 BIRC3 BIRC6 BRCA1 BTRC CBL CBLB CBLC CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 COP1 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 DDB1 DDB2 DET1 ELOB ELOC ERCC8 FANCL FBXO2 FBXO4 FBXW11 FBXW7 FBXW8 FZR1 HERC1 HERC2 HERC3 HERC4 HUWE1 ITCH KEAP1 KLHL13 KLHL9 MAP3K1 MDM2 MGRN1 MID1 NEDD4 NEDD4L NHLRC1 PIAS1 PIAS2 PIAS3 PIAS4 PML PPIL2 PRKN PRPF19 RBX1 RCHY1 RHOBTB2 RNF7 SAE1 SIAH1 SKP1 SKP1P2 SKP2 SMURF1 SMURF2 SOCS1 SOCS3 STUB1 SYVN1 TRAF6 TRIM32 TRIM37 TRIP12 UBA1 UBA2 UBA3 UBA6 UBA7 UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2NL UBE2O UBE2Q1 UBE2Q2 UBE2QL1 UBE2R2 UBE2S UBE2U UBE2W UBE2Z UBE3A UBE3B UBE3C UBE4A UBE4B UBOX5 UBR5 VHL WWP1 WWP2 XIAP KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS BCAT1 BCAT2 IARS1 IARS2 LARS1 LARS2 PDHA1 PDHA2 PDHB VARS1 VARS2 KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION ABAT ACAA1 ACAA2 ACAD8 ACADM ACADS ACADSB ACAT1 ACAT2 ALDH1B1 ALDH2 ALDH3A2 ALDH6A1 ALDH7A1 ALDH9A1 AOX1 AUH BCAT1 BCAT2 BCKDHA BCKDHB DBT DLD ECHS1 EHHADH HADH HADHA HADHB HIBADH HIBCH HMGCL HMGCS1 HMGCS2 HSD17B10 IL4I1 IVD MCCC1 MCCC2 MCEE MMUT OXCT1 OXCT2 PCCA PCCB KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION ACTA2 ACTG2 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2A ADORA2B ADRA1A ADRA1B ADRA1D AGTR1 ARAF ARHGEF1 ARHGEF11 ARHGEF12 AVPR1A AVPR1B BRAF CACNA1C CACNA1D CACNA1F CACNA1S CALCRL CALD1 CALM1 CALM2 CALM3 CALML3 CALML5 CALML6 CYP4A11 CYP4A22 EDNRA GNA11 GNA12 GNA13 GNAQ GNAS GUCY1A1 GUCY1A2 GUCY1B1 IRAG1 ITPR1 ITPR2 ITPR3 JMJD7-PLA2G4B KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 MAP2K1 MAP2K2 MAPK1 MAPK3 MYH11 MYL6 MYL6B MYL9 MYLK MYLK2 MYLK3 NPR1 NPR2 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCB1 PLCB2 PLCB3 PLCB4 PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R14A PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKG1 PRKX PTGIR RAF1 RAMP1 RAMP2 RAMP3 RHOA ROCK1 ROCK2 KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION ADCY3 ADCY6 ADCY9 AQP2 AQP3 AQP4 ARHGDIA ARHGDIB AVP AVPR2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 DCTN1 DCTN2 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 GNAS NSF PRKACA PRKACB PRKACG PRKX RAB11A RAB11B RAB5A RAB5B RAB5C STX4 VAMP2 KEGG_VEGF_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VEGF_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD CASP9 CDC42 CHP1 CHP2 HRAS HSPB1 JMJD7-PLA2G4B KDR KRAS MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPKAPK2 MAPKAPK3 NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NOS3 NRAS PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4E PLA2G5 PLA2G6 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRKCA PRKCB PRKCG PTGS2 PTK2 PXN RAC1 RAC2 RAC3 RAF1 SH2D2A SHC2 SPHK1 SPHK2 SRC VEGFA KEGG_VIBRIO_CHOLERAE_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VIBRIO_CHOLERAE_INFECTION ACTB ACTG1 ADCY3 ADCY9 ARF1 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CFTR ERO1A GNAS KCNQ1 KDELR1 KDELR2 KDELR3 MUC2 PDIA4 PLCG1 PLCG2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX SEC61A1 SEC61A2 SEC61B SEC61G SLC12A2 TCIRG1 TJP1 TJP2 KEGG_VIRAL_MYOCARDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_VIRAL_MYOCARDITIS ABL1 ABL2 ACTB ACTG1 BID CASP3 CASP8 CASP9 CAV1 CCND1 CD28 CD40 CD40LG CD55 CD80 CD86 CXADR CYCS DAG1 DMD EIF4G1 EIF4G2 EIF4G3 FYN HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G ICAM1 ITGAL ITGB2 LAMA2 MYH1 MYH10 MYH11 MYH13 MYH14 MYH15 MYH2 MYH3 MYH4 MYH6 MYH7 MYH7B MYH8 MYH9 PRF1 RAC1 RAC2 RAC3 SGCA SGCB SGCD SGCG KEGG_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_WNT_SIGNALING_PATHWAY APC APC2 AXIN1 AXIN2 BTRC CACYBP CAMK2A CAMK2B CAMK2D CAMK2G CCND1 CCND2 CCND3 CER1 CHD8 CHP1 CHP2 CREBBP CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CUL1 CXXC4 DAAM1 DAAM2 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EP300 FBXW11 FOSL1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B JUN LEF1 LRP5 LRP6 MAP3K7 MAPK10 MAPK8 MAPK9 MMP7 MYC NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NKD1 NKD2 NLK PLCB1 PLCB2 PLCB3 PLCB4 PORCN PPARD PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRICKLE1 PRICKLE2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PRKX PSEN1 RAC1 RAC2 RAC3 RBX1 RHOA ROCK1 ROCK2 RUVBL1 SENP2 SFRP1 SFRP2 SFRP4 SFRP5 SIAH1 SKP1 SKP1P2 SMAD2 SMAD3 SMAD4 SOX17 TBL1X TBL1XR1 TBL1Y TCF7 TCF7L1 TCF7L2 TP53 VANGL1 VANGL2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_ENV_FACTOR_ARSENIC_TO_ELECTRON_TRANSFER_IN_COMPLEX_IV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_ARSENIC_TO_ELECTRON_TRANSFER_IN_COMPLEX_IV AS3MT COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C GSTO1 MT-CO1 MT-CO2 MT-CO3 KEGG_MEDICUS_ENV_FACTOR_BENZO_A_PYRENRE_TO_CYP_MEDIATED_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_BENZO_A_PYRENRE_TO_CYP_MEDIATED_METABOLISM AKR1A1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 CYP1A1 CYP1B1 EPHX1 EPHX2 EPHX3 EPHX4 KEGG_MEDICUS_ENV_FACTOR_DCE_TO_DNA_ADDUCTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_DCE_TO_DNA_ADDUCTS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B MGST1 MGST2 MGST3 KEGG_MEDICUS_ENV_FACTOR_E2_TO_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_E2_TO_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY DLL1 DLL3 DLL4 EGF ESR1 ESR2 FGF9 KEGG_MEDICUS_ENV_FACTOR_E2_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_E2_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CHRNA9 ESR1 ESR2 FOS HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SRC KEGG_MEDICUS_ENV_FACTOR_IRON_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_IRON_TO_ANTEROGRADE_AXONAL_TRANSPORT CDK5 MAPT TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_ENV_FACTOR_METALS_TO_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_METALS_TO_JNK_SIGNALING_PATHWAY FOS JUN MAP2K4 MAP2K7 MAP3K5 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_ENV_FACTOR_METALS_TO_KEAP1_NRF2_SIGNALIG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_METALS_TO_KEAP1_NRF2_SIGNALIG_PATHWAY AKR1A1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 HMOX1 KEAP1 NFE2L2 NQO1 KEGG_MEDICUS_ENV_FACTOR_METALS_TO_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_METALS_TO_NFKB_SIGNALING_PATHWAY ABL1 ABL2 ACP1 CHUK IKBKB IKBKG NFKB1 NFKBIA PRKD1 PRKD2 PRKD3 PTPN11 PTPRJ RELA SRC KEGG_MEDICUS_ENV_FACTOR_METALS_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_METALS_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FOS HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_ENV_FACTOR_NICOTINE_NNK_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NICOTINE_NNK_TO_PI3K_SIGNALING_PATHWAY ADRB2 AKT1 AKT2 AKT3 BAD GNAI1 GNAI2 GNAI3 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_ENV_FACTOR_NICOTINE_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NICOTINE_TO_JAK_STAT_SIGNALING_PATHWAY CCND1 CHRNA4 CHRNB2 JAK2 STAT3 KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_CHRNA7_E2F_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_CHRNA7_E2F_SIGNALING_PATHWAY ARRB1 BIRC5 CDC25A CDC6 CHRNA7 E2F1 RAF1 RB1 SRC XIAP KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_PI3K_SIGNALING_PATHWAY_N01339 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_PI3K_SIGNALING_PATHWAY_N01339 AKT1 AKT2 AKT3 BIRC5 CHRNA7 MTOR NFKB1 PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_PI3K_SIGNALING_PATHWAY_N01350 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_PI3K_SIGNALING_PATHWAY_N01350 AKT1 AKT2 AKT3 CCND3 CHRNA9 ESR1 ESR2 FOS JUN PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_NNN_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BCL2 BRAF CHRNA3 CHRNA4 CHRNA7 CHRNB2 CHRNB4 FOS HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MYC NRAS RAF1 KEGG_MEDICUS_ENV_FACTOR_NNK_TO_DNA_ADDUCTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_NNK_TO_DNA_ADDUCTS AKR1C2 CBR1 CYP2A13 CYP2A6 HSD11B1 KEGG_MEDICUS_ENV_FACTOR_PARAQUAT_TO_FAS_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_PARAQUAT_TO_FAS_JNK_SIGNALING_PATHWAY MAP3K5 MAPK10 MAPK8 MAPK9 TXN KEGG_MEDICUS_ENV_FACTOR_PHIP_TO_DNA_ADDUCTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_PHIP_TO_DNA_ADDUCTS CYP1A2 SULT1A1 SULT1A2 SULT1A3 SULT1A4 KEGG_MEDICUS_ENV_FACTOR_TCDD_TO_AHR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_TCDD_TO_AHR_SIGNALING_PATHWAY AHR ARNT CYP1A1 CYP1B1 GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B MGST1 MGST2 MGST3 KEGG_MEDICUS_ENV_FACTOR_ZN_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_ENV_FACTOR_ZN_TO_ANTEROGRADE_AXONAL_TRANSPORT GSK3B MAPT TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_PATHOGEN_ARSENIC_TO_ELECTRON_TRANSFER_IN_COMPLEX_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ARSENIC_TO_ELECTRON_TRANSFER_IN_COMPLEX_II AS3MT GSTO1 SDHA SDHB SDHC SDHD KEGG_MEDICUS_PATHOGEN_EBV_BARF1_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_BARF1_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAK1 BAX BCL2 CASP3 CASP9 CYCS KEGG_MEDICUS_PATHOGEN_EBV_EBNA1_TO_P53_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA1_TO_P53_MEDIATED_TRANSCRIPTION BAK1 BAX CDKN1A DDB2 GADD45A GADD45B GADD45G POLK TP53 USP7 KEGG_MEDICUS_PATHOGEN_EBV_EBNA2_TO_RBP_JK_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA2_TO_RBP_JK_MEDIATED_TRANSCRIPTION CR2 FCER2 HES1 MYC RBPJ RUNX3 SNW1 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_CELL_CYCLE_G1_S_N00483 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_CELL_CYCLE_G1_S_N00483 CCND1 CCND2 CCND3 CDK4 CDK6 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_CELL_CYCLE_G1_S_N00484 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_CELL_CYCLE_G1_S_N00484 E2F1 E2F2 E2F3 RB1 SKP2 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P27_CELL_CYCLE_G1_S_N00264 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P27_CELL_CYCLE_G1_S_N00264 CCNA1 CCNA2 CCNE1 CCNE2 CDK2 CDKN1B E2F1 E2F2 E2F3 RB1 SKP2 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P27_CELL_CYCLE_G1_S_N00482 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P27_CELL_CYCLE_G1_S_N00482 CCNA1 CCNA2 CCNE1 CCNE2 CDK2 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P53_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_EBNA3C_TO_P53_MEDIATED_TRANSCRIPTION BAK1 BAX CDKN1A DDB2 GADD45A GADD45B GADD45G MDM2 POLK TP53 KEGG_MEDICUS_PATHOGEN_EBV_LMP1_TO_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_LMP1_TO_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA TAB1 TAB2 TRADD TRAF6 KEGG_MEDICUS_PATHOGEN_EBV_LMP1_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_LMP1_TO_PI3K_SIGNALING_PATHWAY PIK3CA PIK3CB PIK3CD TRAF3 TRAF5 KEGG_MEDICUS_PATHOGEN_EBV_LMP2A_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_EBV_LMP2A_TO_PI3K_SIGNALING_PATHWAY LYN PIK3CA PIK3CB PIK3CD SYK KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_EAE_TIR_TCCP_TO_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_EAE_TIR_TCCP_TO_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BAIAP2 BAIAP2L1 WASL KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_EAE_TIR_TO_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_EAE_TIR_TO_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L NCK1 NCK2 WASL WIPF1 WIPF2 WIPF3 KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPG_TO_MICROTUBULE_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPG_TO_MICROTUBULE_RHOA_SIGNALING_PATHWAY TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPJ_TO_IGG_FCGR_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPJ_TO_IGG_FCGR_RAC_SIGNALING_PATHWAY FCGR1A FCGR2A FCGR3A FCGR3B SRC KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPT_TO_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_ESPT_TO_RAC_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L RAC1 WASF2 KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_MAP_TO_CDC42_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_MAP_TO_CDC42_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CDC42 WASL KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_MAP_TO_LPA_GNA12_13_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_MAP_TO_LPA_GNA12_13_RHOA_SIGNALING_PATHWAY EZR NHERF1 RHOA ROCK1 ROCK2 KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_TIR_TO_TLR2_4_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_ESCHERICHIA_TIR_TO_TLR2_4_MAPK_SIGNALING_PATHWAY MAP3K7 PTPN11 PTPN6 TAB2 TRAF6 KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_CREB_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_CREB_MEDIATED_TRANSCRIPTION ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CXCL8 PCNA KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_ERK_SIGNALING_PATHWAY FOS JUN MAPK1 MAPK3 MMP9 KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HBV_HBX_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF ELK1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 SRC KEGG_MEDICUS_PATHOGEN_HBV_LHBS_TO_PKC_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HBV_LHBS_TO_PKC_ERK_SIGNALING_PATHWAY ARAF BRAF FOS JUN MAP2K1 MAP2K2 MAPK1 MAPK3 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_PATHOGEN_HCMV_GB_TO_PDGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_GB_TO_PDGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDGFRA PDGFRB RAF1 SOS1 SOS2 KEGG_MEDICUS_PATHOGEN_HCMV_GH_TO_ITGA_B_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_GH_TO_ITGA_B_RHOA_SIGNALING_PATHWAY ITGAV ITGB3 RAC1 RAC2 RAC3 RHOA SRC KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAI_AC_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAI_AC_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAI1 GNAI2 GNAI3 GNAO1 PRKACA PRKACB PRKACG KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY GNA11 GNAQ PLCB1 PLCB2 PLCB3 PLCB4 KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNB_G_RHO_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_UL33_TO_GNB_G_RHO_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MAP2K6 MAPK11 MAPK12 MAPK13 MAPK14 RHOA KEGG_MEDICUS_PATHOGEN_HCMV_US27_TO_CXCR4_GNB_G_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US27_TO_CXCR4_GNB_G_PLCB_PKC_SIGNALING_PATHWAY BCAR1 CRK PRKCA PRKCB PRKCG PTK2 PTK2B PXN KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNA12_13_RHO_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNA12_13_RHO_SIGNALING_PATHWAY ARHGEF1 ARHGEF12 CCL2 CCL3 CCL4 CCL5 CTNNB1 CX3CL1 GNA12 GNA13 RHOA ROCK1 ROCK2 KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CXCL8 GNAQ NFATC1 NFATC2 NFATC3 NFATC4 PLCB1 PLCB2 PLCB3 PLCB4 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PTGS2 KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNB_G_PI3K_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCMV_US28_TO_GNB_G_PI3K_NFKB_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHUK CXCL8 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IKBKB IKBKG IL6 NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_ERK_SIGNALING_PATHWAY ARAF BRAF MAP2K1 MAP2K2 MAPK1 MAPK3 RAF1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_RXRA_LXRA_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_RXRA_LXRA_MEDIATED_TRANSCRIPTION CCND1 CDK4 MYC NR1H3 PSME3 RXRA KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_RXRA_PPARA_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HCV_CORE_TO_RXRA_PPARA_MEDIATED_TRANSCRIPTION CCND1 CDK4 MYC PPARA RXRA KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNAI_PI3K_BAD_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNAI_PI3K_BAD_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD CCR5 CXCR4 GNAI1 GNAI2 GNAI3 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNAQ_PLCB_G_CALCINEURIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNAQ_PLCB_G_CALCINEURIN CALM1 CALM2 CALM3 CCR5 CXCR4 GNAQ NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNB_G_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_CXCR4_GNB_G_RAC_SIGNALING_PATHWAY CCR5 CFL1 CFL2 CXCR4 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 LIMK1 PAK1 RAC1 RAC2 RAC3 KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_GP120_TO_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA RIPK1 TAB1 TAB2 TAB3 TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_PATHOGEN_HIV_NEF_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_NEF_TO_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA RIPK1 TAB1 TAB2 TAB3 TRADD TRAF2 TRAF5 KEGG_MEDICUS_PATHOGEN_HIV_TAT_NEF_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_TAT_NEF_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS APAF1 BAK1 BAX BID CASP3 CASP8 CASP9 CYCS KEGG_MEDICUS_PATHOGEN_HIV_TAT_TO_TLR2_4_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_TAT_TO_TLR2_4_NFKB_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 NFKB1 RELA TNF KEGG_MEDICUS_PATHOGEN_HIV_VPR_TAT_TO_TNF_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_VPR_TAT_TO_TNF_JNK_SIGNALING_PATHWAY FOS JUN MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_PATHOGEN_HIV_VPR_TO_CDC25_CELL_CYCLE_G2M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_VPR_TO_CDC25_CELL_CYCLE_G2M ATR CCNB1 CCNB2 CCNB3 CDC25C CDK1 CHEK1 CUL4A CUL4B DCAF1 DDB1 KEGG_MEDICUS_PATHOGEN_HIV_VPR_TO_WEE1_CELL_CYCLE_G2M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HIV_VPR_TO_WEE1_CELL_CYCLE_G2M CCNB1 CCNB2 CCNB3 CDK1 WEE1 KEGG_MEDICUS_PATHOGEN_HPV_E5_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E5_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES BCAP31 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G KEGG_MEDICUS_PATHOGEN_HPV_E5_TO_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E5_TO_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF ATP6V0C BRAF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00380 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00380 HES1 HEY1 JAG1 MAML1 MAML2 MAML3 NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ RBPJL KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00381 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00381 HES1 HEY1 MAML1 MAML2 MAML3 MFNG NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ RBPJL KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00382 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E6_TO_NOTCH_SIGNALING_PATHWAY_N00382 HES1 HEY1 MAML1 MAML2 MAML3 NFX1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 PSEN1 RBPJ RBPJL KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_CELL_CYCLE_G1_S E2F1 E2F2 E2F3 RB1 RBL1 RBL2 KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_P27_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HPV_E7_TO_P27_CELL_CYCLE_G1_S CCNE1 CCNE2 CDK2 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_HSV_GD_TO_HVEM_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HSV_GD_TO_HVEM_NFKB_SIGNALING_PATHWAY BIRC2 BIRC3 CCL2 CHUK IKBKB IKBKG NFKB1 NFKBIA RELA TNFRSF14 TRAF2 TRAF5 KEGG_MEDICUS_PATHOGEN_HTLV_1_P12_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_P12_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES B2M HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G KEGG_MEDICUS_PATHOGEN_HTLV_1_P12_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_P12_TO_JAK_STAT_SIGNALING_PATHWAY IL2 IL2RB IL2RG JAK1 JAK3 STAT5A STAT5B KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_E47_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_E47_MEDIATED_TRANSCRIPTION BAX CDKN2C LCK POLB TCF3 KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_NFY_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_NFY_MEDIATED_TRANSCRIPTION HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 NFYB KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_P21_CELL_CYCLE_G1_S_N00497 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_P21_CELL_CYCLE_G1_S_N00497 CCNE1 CCNE2 CDK2 CDKN1A E2F1 E2F2 E2F3 RB1 TP53 KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_P21_CELL_CYCLE_G1_S_N00498 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_P21_CELL_CYCLE_G1_S_N00498 CCNE1 CCNE2 CDK2 CDKN1A E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_SPINDLE_ASSEMBLY_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_SPINDLE_ASSEMBLY_CHECKPOINT_SIGNALING ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC20 CDC23 CDC26 CDC27 ESPL1 PTTG1 PTTG2 KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_SRF_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_SRF_MEDIATED_TRANSCRIPTION EGR1 EGR2 FOS FOSL1 SRF KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_TNF_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_HTLV_1_TAX_TO_TNF_JNK_SIGNALING_PATHWAY JUN MAPK10 MAPK8 MAPK9 MMP7 KEGG_MEDICUS_PATHOGEN_KSHV_K15_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_K15_TO_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA TRAF2 KEGG_MEDICUS_PATHOGEN_KSHV_LANA_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_LANA_TO_WNT_SIGNALING_PATHWAY CCND1 CTNNB1 GSK3B LEF1 TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_PATHOGEN_KSHV_MIR1_2_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_MIR1_2_TO_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G KEGG_MEDICUS_PATHOGEN_KSHV_MIR2_TO_CELL_SURFACE_MOLECULE_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_MIR2_TO_CELL_SURFACE_MOLECULE_ENDOCYTOSIS CD86 CLEC2B ICAM1 IFNGR1 MICA MICB KEGG_MEDICUS_PATHOGEN_KSHV_VCYCLIN_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VCYCLIN_TO_CELL_CYCLE_G1_S CDK4 CDK6 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_PATHOGEN_KSHV_VFLIP_TO_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VFLIP_TO_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA RELA KEGG_MEDICUS_PATHOGEN_KSHV_VFLIP_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VFLIP_TO_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA RELA TRAF2 KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_ERK_SIGNALING_PATHWAY ANGPT2 FOS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HIF1A HRAS JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDGFB RAF1 VEGFA KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_PI3K_AKT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_PI3K_AKT_SIGNALING_PATHWAY AKT1 AKT2 AKT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MTOR PIK3CG PIK3R5 PIK3R6 KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_PI3K_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_KSHV_VGPCR_TO_GNB_G_PI3K_JNK_SIGNALING_PATHWAY CXCL8 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IL6 MAPK10 MAPK8 MAPK9 NFKB1 PIK3CG PIK3R5 PIK3R6 PREX1 RAC1 RELA KEGG_MEDICUS_PATHOGEN_SALMONELLA_AVRA_TO_BETA_CATENIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_AVRA_TO_BETA_CATENIN_SIGNALING_PATHWAY CTNNB1 LEF1 MYC TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SIFA_TO_MICROTUBULE_PLUS_END_DIRECTED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SIFA_TO_MICROTUBULE_PLUS_END_DIRECTED_TRANSPORT KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 PLEKHM2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SIFA_TO_TETHERING_OF_LATE_ENDOSOMES_AND_LYSOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SIFA_TO_TETHERING_OF_LATE_ENDOSOMES_AND_LYSOSOMES PLEKHM1 RAB7A RAB7B VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARF1 ARF6 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CYFIP1 CYFIP2 CYTH1 CYTH2 CYTH3 CYTH4 NCKAP1 PIK3C2B PIK3CA PIK3CB PIK3CD PIK3CG WASF1 WASF2 WASF3 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_RHOA_SIGNALING_PATHWAY MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 RHOA ROCK2 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_RHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPB_TO_RHOG_SIGNALING_PATHWAY ARHGEF26 ELMO1 ELMO2 ELMO3 RHOG KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPE_E2_TO_NOD_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPE_E2_TO_NOD_NFKB_SIGNALING_PATHWAY CDC42 CHUK IKBKB IKBKG NFKB1 NFKBIA NOD1 RELA RIPK2 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPE_TO_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SOPE_TO_RAC_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CYFIP1 CYFIP2 NCKAP1 RAC1 WASF1 WASF2 WASF3 KEGG_MEDICUS_PATHOGEN_SALMONELLA_SPVD_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SALMONELLA_SPVD_TO_TNF_NFKB_SIGNALING_PATHWAY CSE1L KPNA1 KPNA3 NFKB1 RELA KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_N_TO_LECTIN_PATHWAY_OF_COAGULATION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_N_TO_LECTIN_PATHWAY_OF_COAGULATION_CASCADE COLEC10 COLEC11 FCN1 FCN2 FCN3 MBL2 KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_TO_ANGII_AT1R_NOX2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_TO_ANGII_AT1R_NOX2_SIGNALING_PATHWAY ACE2 AGTR1 CCL2 CXCL8 CYBB IL12A IL12B IL1B IL6 MMP1 MMP3 NFKB1 RELA TNF KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_TO_CLASSICAL_PATHWAY_OF_COMPLEMENT_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SARS_COV_2_S_TO_CLASSICAL_PATHWAY_OF_COMPLEMENT_CASCADE C1QA C1QB C1QC C1R C1S ENSG00000275063 KEGG_MEDICUS_PATHOGEN_SHIGELLA_FIMA_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_FIMA_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS BAX HK1 HK2 HK3 HKDC1 VDAC1 KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAA_TO_ITGA_B_RHOGEF_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAA_TO_ITGA_B_RHOGEF_RHOA_SIGNALING_PATHWAY MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 RHOA ROCK1 ROCK2 KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAB_C_D_TO_ITGA_B_TALIN_VINCULIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAB_C_D_TO_ITGA_B_TALIN_VINCULIN_SIGNALING_PATHWAY ACTB ACTG1 ITGA5 ITGB1 PTK2 PXN TLN1 TLN2 VCL KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAC_TO_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAC_TO_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CTTN SRC KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAH7.8_TO_NLRP3_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPAH7.8_TO_NLRP3_INFLAMMASOME_SIGNALING_PATHWAY CASP1 GLMN IL1B NLRP3 PYCARD KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPGB1_TO_ITGA_B_RHOG_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPGB1_TO_ITGA_B_RHOG_RAC_SIGNALING_PATHWAY DOCK1 ELMO1 ELMO2 ELMO3 RAC1 KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPGD_TO_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_IPGD_TO_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARF1 ARF6 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CYFIP1 CYFIP2 CYTH1 CYTH2 CYTH3 CYTH4 NCKAP1 NCKAP1L PIK3CA PIK3CB PIK3CD WASF1 WASF2 WASF3 KEGG_MEDICUS_PATHOGEN_SHIGELLA_OSPF_TO_TLR2_4_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_OSPF_TO_TLR2_4_MAPK_SIGNALING_PATHWAY MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 KEGG_MEDICUS_PATHOGEN_SHIGELLA_OSPG_TO_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_SHIGELLA_OSPG_TO_TNF_NFKB_SIGNALING_PATHWAY BTRC CUL1 FBXW11 NFKBIA RBX1 SKP1 UBE2D2 KEGG_MEDICUS_PATHOGEN_YERSINIA_YOPH_TO_TCR_NFAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_YERSINIA_YOPH_TO_TCR_NFAT_SIGNALING_PATHWAY LAT LCP2 VAV1 VAV2 VAV3 KEGG_MEDICUS_PATHOGEN_YERSINIA_YOPP_J_TO_TLR2_4_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_PATHOGEN_YERSINIA_YOPP_J_TO_TLR2_4_MAPK_SIGNALING_PATHWAY MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 KEGG_MEDICUS_REFERENCE_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 RPS27A SEM1 UBA52 UBB UBC KEGG_MEDICUS_REFERENCE_ACH_CHRN_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACH_CHRN_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHRNA7 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_ACH_CHRN_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACH_CHRN_RAS_ERK_SIGNALING_PATHWAY ARAF ATF2 ATF4 ATF6B BRAF CHRNA7 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_REFERENCE_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACTH_CORTISOL_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 GNAS MC2R MRAP NR4A1 NR5A1 PBX1 POMC PRKACA PRKACB PRKACG SP1 STAR KEGG_MEDICUS_REFERENCE_ACTIVATION_OF_PRC2.2_BY_UBIQUITINATION_OF_H2AK119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACTIVATION_OF_PRC2.2_BY_UBIQUITINATION_OF_H2AK119 AEBP2 BCOR BCORL1 EED EZH1 EZH2 H2AC1 H2AC4 JARID2 KDM2B PCGF1 RBBP4 RBBP7 RING1 RNF2 RYBP SKP1 SUZ12 TRIM27 UBB USP7 YAF2 KEGG_MEDICUS_REFERENCE_ACTIVATION_OF_PRC2.2_BY_UBIQUITINATION_OF_H2AK119_IN_GERMLINE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACTIVATION_OF_PRC2.2_BY_UBIQUITINATION_OF_H2AK119_IN_GERMLINE_GENES AEBP2 CBX3 E2F6 EED EHMT1 EHMT2 EZH1 EZH2 H2AC1 H2AC4 HDAC1 HDAC2 JARID2 L3MBTL2 MAX MGA PCGF6 RBBP4 RBBP7 RING1 RNF2 RYBP SUZ12 TFDP1 UBB WDR5 YAF2 KEGG_MEDICUS_REFERENCE_ACTIVIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ACTIVIN_SIGNALING_PATHWAY ACVR1B ACVR1C ACVR2A ACVR2B INHBA SMAD2 SMAD3 SMAD4 KEGG_MEDICUS_REFERENCE_ADRB3_UCP1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ADRB3_UCP1_SIGNALING_PATHWAY ACTB ACTG1 ACTL6A ACTL6B ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB3 ARID1A ARID1B DPF1 DPF3 GNAS KDM3A KDM3B PPARG PRKACA PRKACB PRKACG SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 UCP1 KEGG_MEDICUS_REFERENCE_AGE_RAGE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AGE_RAGE_SIGNALING_PATHWAY AGER ARAF BRAF HRAS IL6 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NFKB1 NOS2 NRAS RAF1 RELA TNF KEGG_MEDICUS_REFERENCE_AHR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AHR_SIGNALING_PATHWAY AHR ARNT CYP1A1 CYP1B1 IL22 IL6 PTGS2 VEGFA KEGG_MEDICUS_REFERENCE_ALTERNATIVE_PATHWAY_OF_COMPLEMENT_CASCADE_C3B_BREAKDOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ALTERNATIVE_PATHWAY_OF_COMPLEMENT_CASCADE_C3B_BREAKDOWN CD46 CD55 CFH CFI CR1 KEGG_MEDICUS_REFERENCE_AMH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AMH_SIGNALING_PATHWAY ACVR1 AMH AMHR2 BMPR1A BMPR1B SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_ANGII_AT1R_NOX2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANGII_AT1R_NOX2_SIGNALING_PATHWAY AGTR1 CYBB IL6 MMP2 MMP9 NFKB1 RELA VCAM1 KEGG_MEDICUS_REFERENCE_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY AGTR1 ATF2 ATF4 ATF6B CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 GNAQ PLCB1 PLCB2 PLCB3 PLCB4 KEGG_MEDICUS_REFERENCE_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANTEROGRADE_AXONAL_TRANSPORT KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_II_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_II_MOLECULES CD74 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 KEGG_MEDICUS_REFERENCE_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANTIGEN_PROCESSING_AND_PRESENTATION_BY_MHC_CLASS_I_MOLECULES B2M CALR HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G PDIA3 TAP1 TAP2 TAPBP KEGG_MEDICUS_REFERENCE_ANXA2_S100A10_REGULATED_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ANXA2_S100A10_REGULATED_ACTIN_CYTOSKELETON ACTB ACTG1 AHNAK ANXA2 S100A10 KEGG_MEDICUS_REFERENCE_AREG_EGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AREG_EGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 AREG EGFR MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_AREG_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AREG_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF AREG BRAF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_ARL8_REGULATED_MICROTUBULE_PLUS_END_DIRECTED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ARL8_REGULATED_MICROTUBULE_PLUS_END_DIRECTED_TRANSPORT ARL8A ARL8B BLOC1S1 BLOC1S2 BORCS5 BORCS6 BORCS7 BORCS8 KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 KXD1 PLEKHM2 SNAPIN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ARNO_ARF_ACTB_G_SIGNALING_PATHWAY ABI1 ACTB ACTG1 ACTR2 ACTR3 ARF1 ARF6 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L BRK1 CYFIP1 CYFIP2 CYTH1 CYTH2 CYTH3 CYTH4 NCKAP1 WASF1 WASF2 WASF3 KEGG_MEDICUS_REFERENCE_ASSEMBLY_AND_TRAFFICKING_OF_TELOMERASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ASSEMBLY_AND_TRAFFICKING_OF_TELOMERASE CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 DKC1 GAR1 NAF1 NHP2 NOP10 RUVBL1 RUVBL2 TCP1 TERC TERT WRAP53 KEGG_MEDICUS_REFERENCE_ATR_P21_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ATR_P21_CELL_CYCLE_G2_M ATM ATR CCNB1 CCNB2 CCNB3 CDK1 CDKN1A CHEK1 TP53 KEGG_MEDICUS_REFERENCE_ATR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ATR_SIGNALING ATR ATRIP CHEK1 HUS1 RAD1 RAD17 RAD9A RPA1 RPA2 RPA3 RPA4 TOPBP1 KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TETHERING_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TETHERING_FACTOR BIRC6 EPG5 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C PLEKHM1 RAB7A RAB7B TECPR2 VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TETHERING_FACTOR_GRASP55 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TETHERING_FACTOR_GRASP55 GORASP2 LAMP2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TRANS_SNARE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGOSOME_AND_LYSOSOME_FUSION_TRANS_SNARE SNAP29 STX17 STX7 VAMP8 YKT6 KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_E3_UBIQUITIN_LIGASE_MALIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_E3_UBIQUITIN_LIGASE_MALIN ATG14 BECN1 EPM2A NHLRC1 PIK3C3 PIK3R4 UVRAG KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_LC3_II_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_LC3_II_FORMATION ATG12 ATG16L1 ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_MTORC1_PI3KC3_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_MTORC1_PI3KC3_C1 AKT1S1 ATG101 ATG13 ATG14 BECN1 DEPTOR MLST8 MTOR NRBF2 PIK3C3 PIK3R4 RB1CC1 RPTOR TELO2 TTI1 ULK1 KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_PACER_RUBCN_PI3KC3_C2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_PACER_RUBCN_PI3KC3_C2 BECN1 NRBF2 PIK3C3 PIK3R4 RUBCN RUBCNL UVRAG KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_PI3P_SYNTHESIS_BY_PI3KC3_C1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_PI3P_SYNTHESIS_BY_PI3KC3_C1 ATG14 BECN1 NRBF2 PIK3C3 PIK3R4 WDR45 WDR45B WIPI1 WIPI2 ZFYVE1 KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_SEQUESTOSOME_1_LIKE_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AUTOPHAGY_VESICLE_NUCLEATION_ELONGATION_MATURATION_SEQUESTOSOME_1_LIKE_RECEPTOR CALCOCO2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C NBR1 OPTN RPS27A SQSTM1 TAX1BP1 UBA52 UBB UBC WDFY3 KEGG_MEDICUS_REFERENCE_AVP_V2R_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_AVP_V2R_PKA_SIGNALING_PATHWAY ADCY3 ADCY6 ADCY9 AQP2 AVP AVPR2 GNAS PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_BIFUNCTIONAL_GLYCOSYLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_BIFUNCTIONAL_GLYCOSYLASE ADPRS APEX1 NTHL1 OGG1 PARG PARP1 PARP2 POLB XRCC1 KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_MONOFUNCTIONAL_GLYCOSYLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_MONOFUNCTIONAL_GLYCOSYLASE APEX1 MBD4 MPG MUTYH POLB SMUG1 TDG UNG KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_NEIL_GLYCOSYLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BASE_EXCISION_AND_STRAND_CLEAVAGE_BY_NEIL_GLYCOSYLASE NEIL1 NEIL2 NEIL3 PARP1 PARP2 PNKP POLB TDP1 XRCC1 KEGG_MEDICUS_REFERENCE_BCR_BCAP_CD19_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BCR_BCAP_CD19_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CD19 CD81 CR2 ENSG00000275063 IFITM1 LYN PIK3AP1 PIK3CD PIK3R1 PIK3R2 PIK3R3 SYK KEGG_MEDICUS_REFERENCE_BCR_PLCG_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BCR_PLCG_CALCINEURIN_SIGNALING_PATHWAY BLNK BTK CALM1 CALM2 CALM3 ENSG00000275063 LYN NFATC1 NFATC2 NFATC3 NFATC4 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 SYK KEGG_MEDICUS_REFERENCE_BCR_PLCG_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BCR_PLCG_ITPR_SIGNALING_PATHWAY BLNK BTK ENSG00000275063 ITPR1 ITPR2 ITPR3 LYN PLCG2 SYK KEGG_MEDICUS_REFERENCE_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BETA_OXIDATION ACAA2 ACADL ACADM ACADS ACADSB ACADVL ACAT1 ECHS1 HADH HADHA HADHB KEGG_MEDICUS_REFERENCE_BETA_OXIDATION_ACYL_COA_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BETA_OXIDATION_ACYL_COA_SYNTHESIS ACSBG1 ACSBG2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 CPT1A CPT1B CPT1C CPT2 KEGG_MEDICUS_REFERENCE_BETA_OXIDATION_PEROXISOME_VLCFA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BETA_OXIDATION_PEROXISOME_VLCFA ACAA1 ACOX1 ACOX3 HSD17B4 SCP2 KEGG_MEDICUS_REFERENCE_BILE_ACID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BILE_ACID_BIOSYNTHESIS ACOT8 ACOX2 AKR1C4 AKR1D1 AMACR CYP27A1 CYP39A1 CYP7A1 CYP7B1 CYP8B1 HSD17B4 HSD3B7 SCP2 SLC27A5 KEGG_MEDICUS_REFERENCE_BLOCKING_UBIQUITINATION_OF_H2AK119_BY_CK2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BLOCKING_UBIQUITINATION_OF_H2AK119_BY_CK2 AUTS2 CSNK2A1 CSNK2A2 CSNK2B DCAF7 FBRS PCGF3 PCGF5 RING1 RNF2 RYBP YAF2 KEGG_MEDICUS_REFERENCE_BLOOD_GROUP_H_O_ANTIGEN_TYPE_1_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BLOOD_GROUP_H_O_ANTIGEN_TYPE_1_BIOSYNTHESIS ABO B3GALT1 B3GALT2 B3GALT5 B3GNT5 FUT2 KEGG_MEDICUS_REFERENCE_BLOOD_GROUP_H_O_ANTIGEN_TYPE_2_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BLOOD_GROUP_H_O_ANTIGEN_TYPE_2_BIOSYNTHESIS ABO B3GNT5 B4GALT1 B4GALT2 B4GALT3 B4GALT4 FUT1 KEGG_MEDICUS_REFERENCE_BMP15_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP15_SIGNALING_PATHWAY BMP15 BMPR1B BMPR2 SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_BMP9_10_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP9_10_SIGNALING_PATHWAY ACVR2A ACVRL1 BMP10 BMPR2 GDF2 SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_BMP_HAMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP_HAMP_SIGNALING_PATHWAY ACVR1 ACVR2B BMP2 BMP6 BMPR1A BMPR2 HAMP SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_BMP_HAMP_SIGNALING_PATHWAY_AUXILIARY_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP_HAMP_SIGNALING_PATHWAY_AUXILIARY_FACTOR ACVR1 ACVR2B BMPR1A BMPR2 HFE HJV TFR2 KEGG_MEDICUS_REFERENCE_BMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP_SIGNALING_PATHWAY ACVR1 ACVR2A ACVR2B BMP2 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B BMPR1A BMPR1B BMPR2 GDF5 GDF6 GDF7 SMAD1 SMAD4 SMAD5 SMAD9 KEGG_MEDICUS_REFERENCE_BMP_SIGNALING_PATHWAY_BMP_ANTAGONIST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BMP_SIGNALING_PATHWAY_BMP_ANTAGONIST BMP2 BMP4 BMP5 BMP6 BMP7 BMP8A BMP8B CHRD GDF5 GDF6 GDF7 GREM1 GREM2 NBL1 NOG KEGG_MEDICUS_REFERENCE_BRANCHING_MICROTUBULE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BRANCHING_MICROTUBULE_NUCLEATION HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 MZT2A MZT2B NEDD1 TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 KEGG_MEDICUS_REFERENCE_BREAK_INDUCED_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_BREAK_INDUCED_REPLICATION MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 PIF1 POLD3 KEGG_MEDICUS_REFERENCE_C9ORF72_MEDIATED_AUTOPHAGY_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_C9ORF72_MEDIATED_AUTOPHAGY_INITIATION ATG101 ATG13 C9orf72 RAB1A RB1CC1 SMCR8 ULK1 WDR41 KEGG_MEDICUS_REFERENCE_CA2_CAM_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_CAM_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 MYLK MYLK2 MYLK3 MYLK4 PHKG1 PHKG2 KEGG_MEDICUS_REFERENCE_CA2_CAM_CN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_CAM_CN_SIGNALING_PATHWAY CALM1 CALM2 CALM3 NFATC1 NFATC2 NFATC3 NFATC4 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 KEGG_MEDICUS_REFERENCE_CA2_CAM_VGCC_RYR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_CAM_VGCC_RYR_SIGNALING_PATHWAY CACNA1A CACNA1B CACNA1C CACNA1E CACNA1S CALM1 CALM2 CALM3 RYR1 RYR2 RYR3 KEGG_MEDICUS_REFERENCE_CA2_ENTRY_LIGAND_GATED_CA2_CHANNEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_ENTRY_LIGAND_GATED_CA2_CHANNEL CHRNA7 GRIN1 GRIN2A GRIN2C GRIN2D P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 KEGG_MEDICUS_REFERENCE_CA2_ENTRY_STORE_OPERATED_CA2_CHANNEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_ENTRY_STORE_OPERATED_CA2_CHANNEL ORAI1 ORAI2 ORAI3 STIM1 STIM2 KEGG_MEDICUS_REFERENCE_CA2_ENTRY_VOLTAGE_GATED_CA2_CHANNEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_ENTRY_VOLTAGE_GATED_CA2_CHANNEL CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 KEGG_MEDICUS_REFERENCE_CA2_PLCD_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_PLCD_ITPR_SIGNALING_PATHWAY ITPR1 ITPR2 ITPR3 PLCD1 PLCD3 PLCD4 KEGG_MEDICUS_REFERENCE_CA2_PYK2_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CA2_PYK2_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PTK2B RAF1 SOS1 SOS2 SRC KEGG_MEDICUS_REFERENCE_CARDIAC_TYPE_VGCC_RYR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CARDIAC_TYPE_VGCC_RYR_SIGNALING ASPH CACNA1C CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CASQ1 CASQ2 RYR2 TRDN KEGG_MEDICUS_REFERENCE_CASR_PTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CASR_PTH_SIGNALING_PATHWAY CASR GNAQ PLCB1 PLCB2 PLCB3 PLCB4 PTH KEGG_MEDICUS_REFERENCE_CCR2_GNB_G_PI3K_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CCR2_GNB_G_PI3K_NFKB_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CCL2 CCR2 CHUK GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IKBKB IKBKG NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_REFERENCE_CCR5_GNB_G_PLCB_G_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CCR5_GNB_G_PLCB_G_PKC_SIGNALING_PATHWAY CCL5 CCR5 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG KEGG_MEDICUS_REFERENCE_CCR_CXCR_GNB_G_PI3K_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CCR_CXCR_GNB_G_PI3K_RAC_SIGNALING_PATHWAY CCL1 CCL2 CCL3 CCL4 CCR3 CCR4 CCR8 CXCL8 CXCR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PIK3CG PIK3R5 PIK3R6 PREX1 RAC1 KEGG_MEDICUS_REFERENCE_CD40_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CD40_NFKB_SIGNALING_PATHWAY CD40 CD40LG CHUK MAP3K14 NFKB2 RELB TRAF2 TRAF3 KEGG_MEDICUS_REFERENCE_CD80_CD86_CD28_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CD80_CD86_CD28_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CD28 CD80 CD86 GSK3B PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_CD80_CD86_CTLA4_PP2A_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CD80_CD86_CTLA4_PP2A_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CD80 CD86 CTLA4 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E KEGG_MEDICUS_REFERENCE_CDC25_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CDC25_CELL_CYCLE_G2_M ATM ATR CCNB1 CCNB2 CCNB3 CDC25B CDC25C CDK1 CHEK1 CHEK2 KEGG_MEDICUS_REFERENCE_CENPE_INTERACTION_WITH_NDC80_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CENPE_INTERACTION_WITH_NDC80_COMPLEX AURKA AURKB CENPE KNSTRN NDC80 NUF2 PPP1CA PPP1CB PPP1CC SPAG5 SPC24 SPC25 KEGG_MEDICUS_REFERENCE_CGAS_STING_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CGAS_STING_SIGNALING_PATHWAY CGAS IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IRF3 STING1 TBK1 KEGG_MEDICUS_REFERENCE_CHOLESTEROL_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CHOLESTEROL_BIOSYNTHESIS CYP51A1 DHCR24 DHCR7 EBP FDFT1 HSD17B7 LBR LSS MSMO1 NSDHL SC5D SQLE TM7SF2 KEGG_MEDICUS_REFERENCE_CHONDROITIN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CHONDROITIN_SULFATE_BIOSYNTHESIS CHPF CHPF2 CHST3 CHST7 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 KEGG_MEDICUS_REFERENCE_CHRNA7_E2F_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CHRNA7_E2F_SIGNALING_PATHWAY ARRB1 CHRNA7 E2F1 RAF1 RB1 SRC KEGG_MEDICUS_REFERENCE_CITRATE_CYCLE_FIRST_CARBON_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CITRATE_CYCLE_FIRST_CARBON_OXIDATION ACLY ACO1 ACO2 CS IDH1 IDH2 IDH3A IDH3B IDH3G KEGG_MEDICUS_REFERENCE_CITRATE_CYCLE_SECOND_CARBON_OXIDATION_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CITRATE_CYCLE_SECOND_CARBON_OXIDATION_2 FH MDH1 MDH2 SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 SUCLG2 KEGG_MEDICUS_REFERENCE_CLASSICAL_PATHWAY_OF_COMPLEMENT_CASCADE_C4_C2_TO_C3_CONVERTASE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CLASSICAL_PATHWAY_OF_COMPLEMENT_CASCADE_C4_C2_TO_C3_CONVERTASE_FORMATION C1QA C1QB C1QC C1R C1S C2 C4A C4B KEGG_MEDICUS_REFERENCE_COHESIN_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COHESIN_ACETYLATION CDCA5 ESCO1 ESCO2 HDAC8 SMC3 KEGG_MEDICUS_REFERENCE_COHESIN_DISSOCIATION_IN_ANAPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COHESIN_DISSOCIATION_IN_ANAPHASE ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC20 CDC23 CDC26 CDC27 ESPL1 PTTG1 RAD21 KEGG_MEDICUS_REFERENCE_COHESIN_DISSOCIATION_IN_PROPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COHESIN_DISSOCIATION_IN_PROPHASE AURKB CDCA5 CDK1 PLK1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E SGO1 STAG1 STAG2 KEGG_MEDICUS_REFERENCE_COHESIN_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COHESIN_LOADING ATRX DDX11 MAU2 NIPBL RAD21 SMC1A SMC3 STAG1 STAG2 KEGG_MEDICUS_REFERENCE_COMMON_PATHWAY_OF_COMPLEMENT_CASCADE_MAC_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COMMON_PATHWAY_OF_COMPLEMENT_CASCADE_MAC_FORMATION C5 C6 C7 C8A C8B C8G C9 KEGG_MEDICUS_REFERENCE_CONDENSIN_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CONDENSIN_LOADING DNMT3B KIF4A NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E SMC2 SMC4 TOP2A KEGG_MEDICUS_REFERENCE_COPII_VESICLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COPII_VESICLE_FORMATION PREB SAR1A SAR1B SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B KEGG_MEDICUS_REFERENCE_COPI_VESICLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_COPI_VESICLE_FORMATION ARCN1 ARF1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 GBF1 KDELR1 KDELR2 KDELR3 TMED1 TMED10 TMED2 TMED3 TMED4 TMED5 TMED6 TMED7 TMED9 KEGG_MEDICUS_REFERENCE_CORE_NER_REACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CORE_NER_REACTION ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 LIG1 LIG3 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK RPA1 RPA2 RPA3 RPA4 XPA XRCC1 KEGG_MEDICUS_REFERENCE_CREATINE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CREATINE_PATHWAY CKB CKM CKMT1A CKMT1B CKMT2 GAMT GATM KEGG_MEDICUS_REFERENCE_CRHR_PKA_ACTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CRHR_PKA_ACTH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CRH CRHR1 CRHR2 GNAS POMC PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS APAF1 BAK1 BAX BID CASP10 CASP3 CASP7 CASP8 CASP9 CYCS FADD FAS FASLG TNFRSF10B TNFSF10 KEGG_MEDICUS_REFERENCE_CX3CR1_GNAI_AC_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CX3CR1_GNAI_AC_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CX3CL1 CX3CR1 GNAI1 GNAI2 GNAI3 PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_CXCL12_CXCR4_PKC_ERK_SIGNALING_PATHAWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCL12_CXCR4_PKC_ERK_SIGNALING_PATHAWAY ARAF BRAF CXCL12 CXCR4 GNAQ MAP2K1 MAP2K2 MAPK1 MAPK3 PLCB1 PLCB2 PLCB3 PLCB4 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_REFERENCE_CXCR4_GNA12_13_RHO_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNA12_13_RHO_SIGNALING_PATHWAY ARHGEF1 ARHGEF12 CXCL12 CXCR4 GNA12 GNA13 RHOA ROCK1 ROCK2 KEGG_MEDICUS_REFERENCE_CXCR4_GNAI_PI3K_BAD_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNAI_PI3K_BAD_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD CXCL12 CXCR4 GNAI1 GNAI2 GNAI3 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_CXCR4_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNAQ_PLCB_G_CALCINEURIN_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CXCL12 CXCR4 GNAQ NFATC1 NFATC2 NFATC3 NFATC4 PLCB1 PLCB2 PLCB3 PLCB4 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 KEGG_MEDICUS_REFERENCE_CXCR4_GNB_G_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNB_G_PLCB_PKC_SIGNALING_PATHWAY BCAR1 CRK CXCL12 CXCR4 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG PTK2 PTK2B PXN KEGG_MEDICUS_REFERENCE_CXCR4_GNB_G_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR4_GNB_G_RAC_SIGNALING_PATHWAY CFL1 CFL2 CXCL12 CXCR4 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 LIMK1 PAK1 RAC1 RAC2 RAC3 KEGG_MEDICUS_REFERENCE_CXCR_GNB_G_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR_GNB_G_ERK_SIGNALING_PATHWAY CXCL8 CXCR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_REFERENCE_CXCR_GNB_G_PI3K_AKT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CXCR_GNB_G_PI3K_AKT_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CXCL8 CXCR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MTOR PIK3CG PIK3R5 PIK3R6 KEGG_MEDICUS_REFERENCE_CYTOKINE_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_CYTOKINE_JAK_STAT_SIGNALING_PATHWAY CSF2RB EPO EPOR IFNA1 IFNAR1 IFNAR2 IFNG IFNGR1 IFNGR2 IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL15 IL15RA IL2 IL23A IL23R IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R JAK1 JAK2 JAK3 PIM1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 KEGG_MEDICUS_REFERENCE_DEPHOSPHORYLATION_OF_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DEPHOSPHORYLATION_OF_KINETOCHORE AURKB NDC80 NUF2 PPP1CA PPP1CB PPP1CC SKA1 SKA2 SKA3 SPC24 SPC25 TTK KEGG_MEDICUS_REFERENCE_DERMATAN_SULFATE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DERMATAN_SULFATE_DEGRADATION ARSB HYAL1 HYAL2 HYAL3 HYAL4 IDS IDUA SPAM1 KEGG_MEDICUS_REFERENCE_DEUBIQUITINATION_OF_H2AK119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DEUBIQUITINATION_OF_H2AK119 ASXL1 ASXL2 ASXL3 BAP1 BMI1 CBX2 CBX4 CBX6 CBX7 CBX8 FOXK1 FOXK2 HCFC1 MBD5 MBD6 OGT PCGF2 PHC1 PHC2 PHC3 RING1 RNF2 SCMH1 SCML1 SCML2 YY1 KEGG_MEDICUS_REFERENCE_DISASSEMBLY_OF_MCC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DISASSEMBLY_OF_MCC ANAPC1 ANAPC10 ANAPC11 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 MAD2L1 MAD2L1BP TRIP13 KEGG_MEDICUS_REFERENCE_DNA_DEGRADATION_BY_EXTRACELLULAR_ENDOLYSOSOMAL_DNASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DNA_DEGRADATION_BY_EXTRACELLULAR_ENDOLYSOSOMAL_DNASE DNASE1 DNASE1L1 DNASE1L2 DNASE1L3 DNASE2 DNASE2B TREX1 KEGG_MEDICUS_REFERENCE_DNA_END_RESECTION_AND_RPA_LOADING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DNA_END_RESECTION_AND_RPA_LOADING ABRAXAS1 BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 DNA2 MRE11 NBN RAD50 RBBP8 RPA1 RPA2 RPA3 RPA4 UIMC1 WRN KEGG_MEDICUS_REFERENCE_DNA_REPLICATION_LICENSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DNA_REPLICATION_LICENSING CCNA1 CCNA2 CCNE1 CCNE2 CDC45 CDC6 CDC7 CDK2 CDT1 DBF4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MTBP ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 TICRR KEGG_MEDICUS_REFERENCE_DNA_REPLICATION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DNA_REPLICATION_TERMINATION CDC45 CUL2 ELOB ELOC GINS1 GINS2 GINS3 GINS4 LRR1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 NPLOC4 PIF1 RBX1 UBB UFD1 VCP KEGG_MEDICUS_REFERENCE_DOUBLE_HOLLIDAY_JUNCTION_RESOLUTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DOUBLE_HOLLIDAY_JUNCTION_RESOLUTION EME1 GEN1 MUS81 SLX1A SLX1B SLX4 KEGG_MEDICUS_REFERENCE_DOUBLE_STRAND_BREAK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DOUBLE_STRAND_BREAK_SIGNALING ATM H2AX HERC2 L3MBTL2 MDC1 MRE11 NBN PIAS4 RAD50 RNF168 RNF8 UBE2N UBE2V2 KEGG_MEDICUS_REFERENCE_DRD1_GNAS_AC_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DRD1_GNAS_AC_PKA_SIGNALING_PATHWAY ADCY5 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 DRD1 GNAS PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_DYNEIN_RECRUITMENT_TO_THE_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_DYNEIN_RECRUITMENT_TO_THE_KINETOCHORE ACTR10 ACTR1A BUB1 CENPF DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT3 KNTC1 NDE1 NDEL1 PAFAH1B1 SPDL1 ZW10 ZWILCH KEGG_MEDICUS_REFERENCE_E2_ER_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_E2_ER_RAS_ERK_SIGNALING_PATHWAY ARAF ATF2 ATF4 ATF6B BRAF CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 ESR1 ESR2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SRC KEGG_MEDICUS_REFERENCE_EARLY_ENDOSOMAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EARLY_ENDOSOMAL_FUSION EEA1 PIK3C3 PIK3R4 RAB5A RAB5B RAB5C RABEP1 RABGEF1 KEGG_MEDICUS_REFERENCE_EGF_EGFR_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CTTN EGF EGFR NCK1 NCK2 SRC WASL WIPF1 WIPF2 WIPF3 KEGG_MEDICUS_REFERENCE_EGF_EGFR_PI3K_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PI3K_NFKB_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHUK EGF EGFR IKBKB IKBKG NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_REFERENCE_EGF_EGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD EGF EGFR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_CALCINEURIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_CALCINEURIN_SIGNALING_PATHWAY CALM1 CALM2 CALM3 EGF EGFR NFATC1 NFATC2 NFATC3 NFATC4 PLCG1 PLCG2 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 EGF EGFR PLCG1 PLCG2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_PLCG_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 EGF EGFR MAP2K1 MAP2K2 MAPK1 MAPK3 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 EGF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_JNK_SIGNALING_PATHWAY EGF EGFR GRB2 HRAS KRAS MAP2K4 MAP3K1 MAPK10 MAPK8 MAPK9 NRAS SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD EGF EGFR GRB2 HRAS KRAS NRAS PIK3CA PIK3CB PIK3CD SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_RALGDS_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_RALGDS_SIGNALING_PATHWAY EGF EGFR GRB2 HRAS KRAS NRAS RALA RALB RALGDS SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_RASSF1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_EGFR_RAS_RASSF1_SIGNALING_PATHWAY EGF EGFR GRB2 HRAS KRAS NRAS RASSF1 RASSF5 SOS1 SOS2 STK4 KEGG_MEDICUS_REFERENCE_EGF_ERBB2_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_ERBB2_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGF EGFR ERBB2 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_EGF_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EGF_JAK_STAT_SIGNALING_PATHWAY EGF EGFR JAK1 STAT1 STAT3 STAT5A STAT5B KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_I MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_III CYC1 MT-CYB UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_IV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ELECTRON_TRANSFER_IN_COMPLEX_IV COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C MT-CO1 MT-CO2 MT-CO3 KEGG_MEDICUS_REFERENCE_EP_NE_ADRB_CAMP_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EP_NE_ADRB_CAMP_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB2 GNAS PLN PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_EREG_EGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EREG_EGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR EREG MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_EREG_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EREG_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGFR EREG GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_ERK_RSK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ERK_RSK_SIGNALING MAPK1 MAPK3 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 KEGG_MEDICUS_REFERENCE_ESTABLISHMENT_OF_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ESTABLISHMENT_OF_COHESION CDCA5 CTCF PDS5A PDS5B STAG1 STAG2 WAPL KEGG_MEDICUS_REFERENCE_EXTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_EXTRINSIC_APOPTOTIC_PATHWAY CASP3 CASP7 CASP8 FADD RIPK1 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_FANCONI_ANEMIA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FANCONI_ANEMIA_PATHWAY ATR CENPS CENPX FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM TOPBP1 UBB UBE2T KEGG_MEDICUS_REFERENCE_FASLG_RIPK1_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FASLG_RIPK1_3_SIGNALING_PATHWAY FADD FAS FASLG RIPK1 RIPK3 KEGG_MEDICUS_REFERENCE_FAS_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FAS_JNK_SIGNALING_PATHWAY DAXX FAS FASLG MAP3K5 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_REFERENCE_FE3_FERRITIN_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FE3_FERRITIN_TRANSPORT ATG5 ATG7 FTH1 FTL NCOA4 KEGG_MEDICUS_REFERENCE_FE_TF_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FE_TF_TRANSPORT CP SLC11A2 SLC39A14 SLC39A8 STEAP3 TF TFRC KEGG_MEDICUS_REFERENCE_FGF_FGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FGF_FGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_FGF_FGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FGF_FGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_FLCN_MTORC1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FLCN_MTORC1_SIGNALING_PATHWAY AKT1S1 DEPTOR FLCN MLST8 MTOR RPTOR RRAGA RRAGB RRAGC RRAGD SLC3A2 SLC7A5 TELO2 TTI1 KEGG_MEDICUS_REFERENCE_FLT3LG_FLT3_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FLT3LG_FLT3_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FLT3 FLT3LG GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_FLT3LG_FLT3_RAS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FLT3LG_FLT3_RAS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 FLT3 FLT3LG GRB2 HRAS KRAS MTOR NRAS PIK3CA PIK3CB PIK3CD SOS1 SOS2 KEGG_MEDICUS_REFERENCE_FSHR_GNAS_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_FSHR_GNAS_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CGA FSHB FSHR GNAS PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_GATOR1_MTORC1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GATOR1_MTORC1_SIGNALING_PATHWAY AKT1S1 DEPDC5 DEPTOR MLST8 MTOR NPRL2 NPRL3 RPTOR RRAGA RRAGB RRAGC RRAGD TELO2 TTI1 KEGG_MEDICUS_REFERENCE_GENE_SILENCING_BY_METHYLATION_OF_H3K27_AND_UBIQUITINATION_OF_H2AK119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GENE_SILENCING_BY_METHYLATION_OF_H3K27_AND_UBIQUITINATION_OF_H2AK119 AEBP2 BMI1 CBX2 CBX4 CBX6 CBX7 CBX8 CTBP1 CTBP2 EED ELOB ELOC EPOP EZH1 EZH2 H2AC1 H2AC4 H3-3A H3-3B H3C1 H3C2 JARID2 LCOR LCORL MTF2 PCGF2 PHC1 PHC2 PHC3 PHF1 PHF19 RBBP4 RBBP7 RING1 RNF2 SCMH1 SCML1 SCML2 SUZ12 UBB KEGG_MEDICUS_REFERENCE_GF_RTK_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GF_RTK_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ANGPT1 ANGPT2 ANGPT4 AREG BDNF CSF1 CSF1R EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EPHA2 ERBB2 ERBB3 ERBB4 EREG FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 HGF IGF1 IGF1R IGF2 INS INSR KDR KIT KITLG MET NGF NGFR NTF3 NTF4 NTRK1 NTRK2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PGF PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 TEK TGFA VEGFA VEGFB VEGFC VEGFD KEGG_MEDICUS_REFERENCE_GF_RTK_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GF_RTK_RAS_ERK_SIGNALING_PATHWAY ANGPT1 ANGPT2 ANGPT4 ARAF AREG ARTN BDNF BRAF CSF1 CSF1R EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EPHA2 ERBB2 ERBB3 ERBB4 EREG FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 GDNF GRB2 HGF HRAS IGF1 IGF1R IGF2 INS INSR KDR KIT KITLG KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NGF NGFR NRAS NRTN NTF3 NTF4 NTRK1 NTRK2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PGF PSPN RAF1 RET SOS1 SOS2 TEK TGFA VEGFA VEGFB VEGFC VEGFD KEGG_MEDICUS_REFERENCE_GF_RTK_RAS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GF_RTK_RAS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ANGPT1 ANGPT2 ANGPT4 AREG BDNF CSF1 CSF1R EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EPHA2 ERBB2 ERBB3 ERBB4 EREG FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 GRB2 HGF HRAS IGF1 IGF1R IGF2 INS INSR KDR KIT KITLG KRAS MET NGF NGFR NRAS NTF3 NTF4 NTRK1 NTRK2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PGF PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 SOS1 SOS2 TEK TGFA VEGFA VEGFB VEGFC VEGFD KEGG_MEDICUS_REFERENCE_GHRHR_PKA_GH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GHRHR_PKA_GH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GH1 GH2 GHRH GHRHR GNAS POU1F1 PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_GH_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GH_JAK_STAT_SIGNALING_PATHWAY GH1 GH2 GHR IGF1 JAK2 STAT5A STAT5B KEGG_MEDICUS_REFERENCE_GLOBAL_GENOME_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLOBAL_GENOME_NER CCNH CDK7 CETN2 CUL4A DDB1 DDB2 ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 RAD23A RAD23B RBX1 XPC KEGG_MEDICUS_REFERENCE_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLUCONEOGENESIS MDH1 MDH2 PC PCK1 PCK2 KEGG_MEDICUS_REFERENCE_GLUTATHIONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLUTATHIONE_BIOSYNTHESIS GCLC GCLM GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GPX8 GSS KEGG_MEDICUS_REFERENCE_GLYCOGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOGEN_BIOSYNTHESIS GBE1 GYG1 GYG2 GYS1 GYS2 UGP2 KEGG_MEDICUS_REFERENCE_GLYCOGEN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOGEN_DEGRADATION AGL G6PC1 G6PC2 G6PC3 PGM1 PGM2 PYGB PYGL PYGM KEGG_MEDICUS_REFERENCE_GLYCOGEN_DEGRADATION_AMYLASE_ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOGEN_DEGRADATION_AMYLASE_ AMY1A AMY1B AMY1C AMY2A AMY2B GAA GANC MGAM MGAM2 KEGG_MEDICUS_REFERENCE_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOLYSIS ALDOA ALDOB ALDOC BPGM ENO1 ENO2 ENO3 ENO4 GAPDH GPI LDHA LDHAL6A LDHAL6B LDHB LDHC PFKL PFKM PFKP PGAM1 PGAM2 PGAM4 PGK1 PGK2 PKLR PKM KEGG_MEDICUS_REFERENCE_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_LINKAGE_TETRASACCHARIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_LINKAGE_TETRASACCHARIDE B3GALT6 B3GAT3 B4GALT7 XYLT1 XYLT2 KEGG_MEDICUS_REFERENCE_GNRH_GNRHR_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GNRH_GNRHR_PLCB_PKC_SIGNALING_PATHWAY CGA ELK1 FSHB GNA11 GNAQ GNRH1 GNRH2 GNRHR LHB MAP2K1 MAP2K2 MAPK1 MAPK3 PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_REFERENCE_GPCR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GPCR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHRM1 CHRM2 F2R GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 PIK3CG PIK3R5 PIK3R6 KEGG_MEDICUS_REFERENCE_GPCR_PLCB_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GPCR_PLCB_ITPR_SIGNALING_PATHWAY ADRA1A ADRA1B ADRA1D AGTR1 AVPR1A AVPR1B BDKRB1 BDKRB2 CCKAR CCKBR CHRM1 CHRM2 CHRM3 CXCR4 CYSLTR1 CYSLTR2 EDNRA EDNRB F2R GNA11 GNA14 GNA15 GNAQ GRM1 GRM5 GRPR HRH1 HTR2A HTR2B HTR2C ITPR1 ITPR2 ITPR3 LHCGR LTB4R2 NTSR1 OXTR PLCB1 PLCB2 PLCB3 PLCB4 PTAFR PTGER1 PTGER3 PTGFR TACR1 TACR2 TACR3 TBXA2R TRHR KEGG_MEDICUS_REFERENCE_GPI_ANCHOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_GPI_ANCHOR_BIOSYNTHESIS DPM2 GPAA1 MPPE1 PGAP1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY DHH EVC EVC2 GLI1 GLI2 GLI3 HHIP IHH KIF7 PTCH1 PTCH2 SHH SMO SUFU KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY_HH_LIGAND_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY_HH_LIGAND_SECRETION DHH DISP1 HHAT IHH SCUBE2 SHH KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY_PTCH_CORECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEDGEHOG_SIGNALING_PATHWAY_PTCH_CORECEPTOR BOC CDON DHH GAS1 IHH LRP2 PTCH1 PTCH2 SHH KEGG_MEDICUS_REFERENCE_HEME_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEME_BIOSYNTHESIS ALAD ALAS1 ALAS2 CPOX FECH HMBS PPOX UROD UROS KEGG_MEDICUS_REFERENCE_HEPARAN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEPARAN_SULFATE_BIOSYNTHESIS EXT1 EXT2 EXTL1 EXTL2 EXTL3 GLCE HS6ST1 NDST1 NDST2 NDST3 NDST4 KEGG_MEDICUS_REFERENCE_HEPARAN_SULFATE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HEPARAN_SULFATE_DEGRADATION GNS GUSB HGSNAT IDS IDUA NAGLU SGSH KEGG_MEDICUS_REFERENCE_HGF_MET_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HGF_MET_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD GAB1 HGF MET PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_HGF_MET_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HGF_MET_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HGF HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_HIF_1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HIF_1_SIGNALING_PATHWAY ARNT HIF1A PDGFB SLC2A1 TGFA TGFB1 TGFB2 TGFB3 VEGFA KEGG_MEDICUS_REFERENCE_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HOMOLOGOUS_RECOMBINATION BARD1 BRCA1 BRCA2 PALB2 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK RAD51 RAD51B RAD51C RAD51D RAD54B RAD54L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 SEM1 XRCC2 XRCC3 KEGG_MEDICUS_REFERENCE_HOMOLOGOUS_RECOMBINATION_IN_ICLR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HOMOLOGOUS_RECOMBINATION_IN_ICLR BARD1 BRCA1 BRCA2 BRIP1 FANCD2 FANCI HROB MCM8 MCM9 PALB2 RPA1 RPA2 RPA3 RPA4 SEM1 UBB KEGG_MEDICUS_REFERENCE_HORMONE_LIKE_CYTOKINE_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HORMONE_LIKE_CYTOKINE_TO_JAK_STAT_SIGNALING_PATHWAY CSF3 CSF3R EPO EPOR GH1 GH2 GHR JAK2 LEP LEPR MPL PRL PRLR STAT3 STAT5A STAT5B THPO KEGG_MEDICUS_REFERENCE_HYDROLYSIS_OF_SPHINGOMYELIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_HYDROLYSIS_OF_SPHINGOMYELIN ACER1 ACER2 ASAH1 ASAH2 SMPD1 SMPD2 SMPD3 SMPD4 KEGG_MEDICUS_REFERENCE_ICOSLG_ICOS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ICOSLG_ICOS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ICOS ICOSLG PIK3CD PIK3R1 PIK3R2 PIK3R3 KEGG_MEDICUS_REFERENCE_IFN_RIPK1_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IFN_RIPK1_3_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNG IFNGR1 IFNGR2 IRF9 JAK1 JAK2 JAK3 RIPK1 RIPK3 STAT1 STAT2 STAT3 STAT4 STAT5A STAT6 TYK2 KEGG_MEDICUS_REFERENCE_IGF2_IGF1R_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGF2_IGF1R_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 IGF1R IGF2 MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_IGF_IGF1R_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGF_IGF1R_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EIF4EBP1 IGF1 IGF1R MTOR PIK3CA PIK3CB PIK3CD RHEB TSC1 TSC2 KEGG_MEDICUS_REFERENCE_IGF_IGF1R_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGF_IGF1R_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS IGF1 IGF1R IGF2 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_IGF_IGFR_PI3K_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGF_IGFR_PI3K_NFKB_SIGNALING_PATHWAY AKT1 AKT2 AKT3 CHUK IGF1 IGF1R IKBKB IKBKG NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD RELA KEGG_MEDICUS_REFERENCE_IGG_FCGR_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IGG_FCGR_RAC_SIGNALING_PATHWAY CRK DOCK1 ENSG00000275063 FCGR1A FCGR2A FCGR3A FCGR3B RAC1 RAC2 RAC3 KEGG_MEDICUS_REFERENCE_II_BLOOD_GROUP_ANTIGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_II_BLOOD_GROUP_ANTIGEN_BIOSYNTHESIS B3GNT2 B3GNT3 B3GNT4 B4GALT1 B4GALT3 B4GALT4 GCNT2 KEGG_MEDICUS_REFERENCE_IL10_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL10_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY IL10 IL10RA IL10RB IL19 IL20 IL20RA IL22 IL22RA1 IL24 IL26 JAK1 STAT3 TYK2 KEGG_MEDICUS_REFERENCE_IL12_23_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL12_23_TO_JAK_STAT_SIGNALING_PATHWAY IL12A IL12B IL12RB1 IL12RB2 IL23A IL23R JAK2 STAT3 STAT4 TYK2 KEGG_MEDICUS_REFERENCE_IL1_IL1R_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL1_IL1R_JNK_SIGNALING_PATHWAY FOS IL1A IL1B IL1R1 IL1RAP IRAK1 IRAK4 JUN MAP2K4 MAP2K7 MAP3K7 MAPK10 MAPK8 MAPK9 MYD88 TAB1 TAB2 TAB3 TRAF6 KEGG_MEDICUS_REFERENCE_IL1_IL1R_P38_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL1_IL1R_P38_SIGNALING_PATHWAY IL1A IL1B IL1R1 IL1RAP IRAK1 IRAK4 MAP2K3 MAP2K6 MAP3K7 MAPK14 MAPKAPK2 MYD88 TAB1 TAB2 TAB3 TRAF6 ZFP36 KEGG_MEDICUS_REFERENCE_IL2_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL2_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY CRLF2 IL15 IL15RA IL2 IL21 IL21R IL2RA IL2RB IL2RG IL4 IL4R IL7 IL7R IL9 IL9R JAK1 JAK3 STAT1 STAT3 STAT5A STAT5B STAT6 TSLP KEGG_MEDICUS_REFERENCE_IL6_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IL6_FAMILY_TO_JAK_STAT_SIGNALING_PATHWAY CLCF1 CNTF CNTFR CTF1 IL11 IL11RA IL13 IL13RA1 IL13RA2 IL27 IL27RA IL31 IL31RA IL4R IL6 IL6R IL6ST JAK1 JAK2 LIF LIFR OSM OSMR STAT1 STAT3 STAT6 TYK2 KEGG_MEDICUS_REFERENCE_INACTIVATION_OF_CONDENSIN_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_INACTIVATION_OF_CONDENSIN_I CSNK2A1 CSNK2A2 NCAPD2 NCAPG NCAPH SMC4 KEGG_MEDICUS_REFERENCE_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 CASP3 CASP7 CASP9 CYCS PMAIP1 KEGG_MEDICUS_REFERENCE_IRE1A_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_IRE1A_JNK_SIGNALING_PATHWAY ERN1 MAP2K7 MAP3K5 MAPK10 MAPK8 MAPK9 TRAF2 KEGG_MEDICUS_REFERENCE_ISOLEUCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ISOLEUCINE_DEGRADATION ACAA1 ACAA2 ACADM ACADS ACADSB ECHS1 HADH HADHA HADHB HSD17B10 KEGG_MEDICUS_REFERENCE_ITGA_B_FAK_CDC42_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_FAK_CDC42_SIGNALING_PATHWAY ARHGEF7 CDC42 FN1 GIT2 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PTK2 PXN SRC KEGG_MEDICUS_REFERENCE_ITGA_B_FAK_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_FAK_RAC_SIGNALING_PATHWAY BCAR1 CRK DOCK1 ELMO1 FN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PTK2 PXN RAC1 RAC2 RAC3 SRC KEGG_MEDICUS_REFERENCE_ITGA_B_RHOGAP_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_RHOGAP_RHOA_SIGNALING_PATHWAY ARHGAP35 FN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 RHOA SRC KEGG_MEDICUS_REFERENCE_ITGA_B_RHOGEF_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_RHOGEF_RHOA_SIGNALING_PATHWAY ARHGEF28 FN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PTK2 RHOA KEGG_MEDICUS_REFERENCE_ITGA_B_RHOG_RAC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_RHOG_RAC_SIGNALING_PATHWAY DOCK1 ELMO1 ELMO2 ELMO3 FN1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 RAC1 RAC2 RAC3 RHOG KEGG_MEDICUS_REFERENCE_ITGA_B_TALIN_VINCULIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ITGA_B_TALIN_VINCULIN_SIGNALING_PATHWAY ACTB ACTG1 ACTN1 ACTN4 FN1 ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PTK2 PXN TLN1 TLN2 VCL KEGG_MEDICUS_REFERENCE_KEAP1_NRF2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KEAP1_NRF2_SIGNALING_PATHWAY GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B HMOX1 KEAP1 MGST1 MGST2 MGST3 NFE2L2 NQO1 TXNRD1 KEGG_MEDICUS_REFERENCE_KERATAN_SULFATE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KERATAN_SULFATE_DEGRADATION GALNS GLB1 GNS HEXA HEXB KEGG_MEDICUS_REFERENCE_KINETOCHORE_FIBER_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KINETOCHORE_FIBER_ORGANIZATION AURKA CKAP5 CLTA CLTB CLTC TACC3 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_KINETOCHORE_MICROTUBULE_ATTACHMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KINETOCHORE_MICROTUBULE_ATTACHMENT BUB1B CENPE CENPF TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_KISS1_KISS1R_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KISS1_KISS1R_PLCB_PKC_SIGNALING_PATHWAY GNA11 GNAQ KISS1 KISS1R PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG KEGG_MEDICUS_REFERENCE_KITLG_KIT_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KITLG_KIT_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 KIT KITLG MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_KITLG_KIT_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_KITLG_KIT_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KIT KITLG KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COAGULATION_CASCADE_FIBRINOGEN_TO_FIBRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COAGULATION_CASCADE_FIBRINOGEN_TO_FIBRIN COLEC10 COLEC11 FCN1 FCN2 FCN3 FGA FGB FGG MASP1 MBL2 KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COAGULATION_CASCADE_PROTHROMBIN_TO_THROMBIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COAGULATION_CASCADE_PROTHROMBIN_TO_THROMBIN COLEC10 COLEC11 F2 FCN1 FCN2 FCN3 MASP2 MBL2 KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COMPLEMENT_CASCADE_C4_C2_TO_C3_CONVERTASE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LECTIN_PATHWAY_OF_COMPLEMENT_CASCADE_C4_C2_TO_C3_CONVERTASE_FORMATION C2 C4A C4B COLEC10 COLEC11 FCN1 FCN2 FCN3 MASP1 MASP2 MBL2 KEGG_MEDICUS_REFERENCE_LESION_BYPASS_BY_TLS_AND_DSB_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LESION_BYPASS_BY_TLS_AND_DSB_FORMATION DCLRE1A EME1 ERCC1 ERCC4 FAN1 FANCD2 FANCI MAD2L2 MUS81 REV1 REV3L SLX1A SLX1B SLX4 UBB KEGG_MEDICUS_REFERENCE_LEUCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LEUCINE_DEGRADATION ACADM AUH HMGCL HMGCLL1 IVD MCCC1 MCCC2 KEGG_MEDICUS_REFERENCE_LEWIS_X_ANTIGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LEWIS_X_ANTIGEN_BIOSYNTHESIS FUT3 FUT4 FUT5 FUT6 FUT9 KEGG_MEDICUS_REFERENCE_LHCGR_GNAS_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LHCGR_GNAS_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CGA GNAS LHB LHCGR PRKACA PRKACB PRKACG KEGG_MEDICUS_REFERENCE_LIGHT_HVEM_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LIGHT_HVEM_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA RELA TNFRSF14 TNFSF14 TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_LOADING_OF_THE_SMC5_SMC6_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LOADING_OF_THE_SMC5_SMC6_COMPLEX NSMCE1 NSMCE2 NSMCE3 NSMCE4A RAD18 RNF168 SLF1 SLF2 SMC5 SMC6 UBB KEGG_MEDICUS_REFERENCE_LONG_PATCH_BER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LONG_PATCH_BER FEN1 LIG1 PCNA POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 KEGG_MEDICUS_REFERENCE_LPAR_GNB_G_RHO_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LPAR_GNB_G_RHO_SIGNALING_PATHWAY GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 RHOA KEGG_MEDICUS_REFERENCE_LPA_GNA12_13_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LPA_GNA12_13_RHOA_SIGNALING_PATHWAY ARHGEF1 ARHGEF11 ARHGEF12 GNA12 GNA13 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 RHOA ROCK1 ROCK2 KEGG_MEDICUS_REFERENCE_LPA_GNAQ_11_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LPA_GNAQ_11_RHOA_SIGNALING_PATHWAY ARHGEF12 GNA11 GNAQ LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 RHOA KEGG_MEDICUS_REFERENCE_LYSOSOMAL_CA2_RELEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_LYSOSOMAL_CA2_RELEASE CALM1 CALM2 CALM3 MCOLN1 PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 TFEB KEGG_MEDICUS_REFERENCE_MACHR_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MACHR_CA2_APOPTOTIC_PATHWAY CHRM1 CHRM3 CHRM5 CYCS GNAQ ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_REFERENCE_MAGI_PTEN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MAGI_PTEN_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MAGI1 MAGI2 PTEN KEGG_MEDICUS_REFERENCE_MANNOSE_TYPE_O_GLYCAN_BIOSYNTHESIS_FKTN_TO_LARGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MANNOSE_TYPE_O_GLYCAN_BIOSYNTHESIS_FKTN_TO_LARGE B4GAT1 FKRP FKTN LARGE1 LARGE2 RXYLT1 KEGG_MEDICUS_REFERENCE_MANNOSE_TYPE_O_GLYCAN_BIOSYNTHESIS_POMT_TO_POMK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MANNOSE_TYPE_O_GLYCAN_BIOSYNTHESIS_POMT_TO_POMK B3GALNT2 POMGNT2 POMK POMT1 POMT2 KEGG_MEDICUS_REFERENCE_MDA5_IRF7_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MDA5_IRF7_3_SIGNALING_PATHWAY AZI2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKE IRF3 IRF7 MAVS TANK TBK1 TBKBP1 TRAF3 KEGG_MEDICUS_REFERENCE_MDM2_P21_CELL_CYCLE_G1_S_N00066 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MDM2_P21_CELL_CYCLE_G1_S_N00066 CCND1 CCND2 CCND3 CDK4 CDK6 CDKN1A CDKN2A E2F1 E2F2 E2F3 MDM2 RB1 TP53 KEGG_MEDICUS_REFERENCE_MDM2_P21_CELL_CYCLE_G1_S_N00536 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MDM2_P21_CELL_CYCLE_G1_S_N00536 CCNE1 CCNE2 CDK2 CDKN1A CDKN2A E2F1 E2F2 E2F3 MDM2 RB1 TP53 KEGG_MEDICUS_REFERENCE_MEMBRANE_INITIATED_PROGESTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MEMBRANE_INITIATED_PROGESTERONE_SIGNALING_PATHWAY AKT1 AKT2 AKT3 PAQR5 PAQR7 PAQR8 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_METHIONINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_METHIONINE_DEGRADATION AHCY AHCYL1 AHCYL2 DNMT1 DNMT3A DNMT3B GNMT MAT1A MAT2A MAT2B KEGG_MEDICUS_REFERENCE_MEVALONATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MEVALONATE_PATHWAY ACAT1 ACAT2 FDPS GGPS1 HMGCR HMGCS1 HMGCS2 IDI1 IDI2 MVD MVK PMVK KEGG_MEDICUS_REFERENCE_MGLUR1_TRPC3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MGLUR1_TRPC3_SIGNALING_PATHWAY GNAQ GRM1 ITPR1 ITPR2 ITPR3 PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG TRPC3 KEGG_MEDICUS_REFERENCE_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP7 CASP9 CYCS GNAQ GRM5 ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_REFERENCE_MICROTUBULE_DEPOLYMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MICROTUBULE_DEPOLYMERIZATION AURKA AURKB KIF18B KIF2C MAPRE1 MAPRE3 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_MICROTUBULE_DEPOLYMERIZATION_AT_THE_MINUS_ENDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MICROTUBULE_DEPOLYMERIZATION_AT_THE_MINUS_ENDS KIF2A PLK1 PSRC1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_MICROTUBULE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MICROTUBULE_NUCLEATION CDK5RAP2 CKAP5 MZT2A MZT2B NEDD1 TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 KEGG_MEDICUS_REFERENCE_MICROTUBULE_RHOA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MICROTUBULE_RHOA_SIGNALING_PATHWAY ARHGEF2 RHOA ROCK1 ROCK2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MISMATCH_REPAIR EXO1 LIG1 MLH1 MLH3 MSH2 MSH3 MSH6 PCNA PMS1 PMS2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 KEGG_MEDICUS_REFERENCE_MITOCHONDRIAL_COMPLEX_UCP1_IN_THERMOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MITOCHONDRIAL_COMPLEX_UCP1_IN_THERMOGENESIS ATP5F1A ATP5F1D ATP5F1E ATP5PO COA3 COA5 COA6 COX10 COX11 COX14 COX15 COX16 COX20 COX4I1 COX5A COX6A2 COX6B1 COX8A CYC1 MT-ATP6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA4 NDUFA6 NDUFA8 NDUFA9 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF8 NDUFB10 NDUFB11 NDUFB3 NDUFB7 NDUFB8 NDUFB9 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 SDHA SDHB SDHC SDHD UCP1 UQCRB UQCRC2 UQCRFS1 UQCRQ KEGG_MEDICUS_REFERENCE_MLK_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MLK_JNK_SIGNALING_PATHWAY MAP2K4 MAP2K7 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K20 MAP3K21 MAP3K9 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_REFERENCE_MODIFYING_OF_CONDENSIN_II_SUBUNITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MODIFYING_OF_CONDENSIN_II_SUBUNITS AURKB CDK1 NCAPD3 NCAPG2 NCAPH2 PLK1 KEGG_MEDICUS_REFERENCE_MODIFYING_OF_CONDENSIN_I_SUBUNITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MODIFYING_OF_CONDENSIN_I_SUBUNITS AURKB CDK1 NCAPD2 NCAPG NCAPH KEGG_MEDICUS_REFERENCE_MYOSTATIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_MYOSTATIN_SIGNALING_PATHWAY ACVR1B ACVR2B MSTN SMAD1 SMAD4 SMAD5 SMAD9 TGFBR1 KEGG_MEDICUS_REFERENCE_NAD_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NAD_BIOSYNTHESIS AFMID HAAO IDO1 IDO2 KMO KYNU NADSYN1 NMNAT1 NMNAT2 NMNAT3 QPRT TDO2 KEGG_MEDICUS_REFERENCE_NALP12_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NALP12_INFLAMMASOME_SIGNALING_PATHWAY CASP1 IL18 IL1B NLRP12 PYCARD KEGG_MEDICUS_REFERENCE_NLRC4_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NLRC4_INFLAMMASOME_SIGNALING_PATHWAY CASP1 IL18 IL1B NLRC4 PYCARD KEGG_MEDICUS_REFERENCE_NLRP1_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NLRP1_INFLAMMASOME_SIGNALING_PATHWAY CASP1 IL18 IL1B NLRP1 PYCARD KEGG_MEDICUS_REFERENCE_NLRP3_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NLRP3_INFLAMMASOME_SIGNALING_PATHWAY CASP1 IL18 IL1B IL33 NLRP3 PYCARD KEGG_MEDICUS_REFERENCE_NODAL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NODAL_SIGNALING_PATHWAY ACVR1B ACVR1C ACVR2A ACVR2B NODAL SMAD2 SMAD3 SMAD4 KEGG_MEDICUS_REFERENCE_NOD_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOD_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA NOD1 NOD2 RELA RIPK2 KEGG_MEDICUS_REFERENCE_NON_CANONICAL_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NON_CANONICAL_INFLAMMASOME_SIGNALING_PATHWAY CASP1 CASP4 CASP5 IL18 IL1B NLRP3 PYCARD KEGG_MEDICUS_REFERENCE_NON_HOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NON_HOMOLOGOUS_END_JOINING DCLRE1C DNTT LIG4 NHEJ1 PAXIP1 POLL POLM PRKDC RIF1 TP53BP1 XRCC4 XRCC5 XRCC6 KEGG_MEDICUS_REFERENCE_NOTCH_LIGAND_UBIQUITYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOTCH_LIGAND_UBIQUITYLATION DLL1 DLL3 DLL4 JAG1 JAG2 MIB1 MIB2 NEURL1 NEURL1B KEGG_MEDICUS_REFERENCE_NOTCH_MESP2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOTCH_MESP2_SIGNALING EPHA4 LFNG MESP2 RBPJ RIPPLY2 TBX6 KEGG_MEDICUS_REFERENCE_NOTCH_PROTEOLYTIC_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOTCH_PROTEOLYTIC_ACTIVATION ADAM17 APH1A APH1B NCSTN NOTCH1 NOTCH2 NOTCH3 NOTCH4 PSEN1 PSEN2 PSENEN KEGG_MEDICUS_REFERENCE_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NOTCH_SIGNALING_PATHWAY DLL1 DLL3 DLL4 HES1 HEY1 JAG1 JAG2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ RBPJL KEGG_MEDICUS_REFERENCE_NRG_ERBB4_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NRG_ERBB4_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ERBB4 NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_REFERENCE_NUCLEAR_EXPORT_OF_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NUCLEAR_EXPORT_OF_MRNA ALYREF DDX19B GLE1 NCBP1 NDC1 NUP107 NUP133 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP43 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NXF1 NXT1 NXT2 POM121 RANBP2 SEH1L SRSF3 SRSF7 KEGG_MEDICUS_REFERENCE_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY BCL2 CTSD EBAG9 ESR1 ESR2 KRT19 NCOA1 NCOA2 NCOA3 PGR TFF1 KEGG_MEDICUS_REFERENCE_NUCLEAR_INITIATED_PROGESTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_NUCLEAR_INITIATED_PROGESTERONE_SIGNALING_PATHWAY CCND1 CXCL12 PGR TNFSF11 WNT4 KEGG_MEDICUS_REFERENCE_N_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_N_GLYCAN_BIOSYNTHESIS B4GALT1 B4GALT2 B4GALT3 FUT8 GANAB MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MGAT1 MGAT2 MOGS ST6GAL1 ST6GAL2 KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_ALG6_TO_OST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_ALG6_TO_OST ALG10 ALG10B ALG6 ALG8 DAD1 DDOST RPN1 RPN2 STT3A STT3B TUSC3 KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_ALG7_TO_ALG11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_ALG7_TO_ALG11 ALG1 ALG11 ALG13 ALG14 ALG2 DPAGT1 KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_GLC_6P_TO_MAN_P_DOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_N_GLYCAN_PRECURSOR_BIOSYNTHESIS_GLC_6P_TO_MAN_P_DOL DPM1 DPM2 DPM3 GMPPA GMPPB GPI MPI PMM1 PMM2 KEGG_MEDICUS_REFERENCE_OKAZAKI_FRAGMENT_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_OKAZAKI_FRAGMENT_MATURATION DNA2 FEN1 LIG1 PCNA POLD1 POLD2 POLD3 POLD4 RNASEH2A RNASEH2B RNASEH2C KEGG_MEDICUS_REFERENCE_ORGANIZATION_OF_THE_INNER_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ORGANIZATION_OF_THE_INNER_KINETOCHORE CENPA CENPC CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX ITGB3BP KEGG_MEDICUS_REFERENCE_ORGANIZATION_OF_THE_OUTER_KINETOCHORE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ORGANIZATION_OF_THE_OUTER_KINETOCHORE AURKB BIRC5 CDCA8 CENPC CENPS CENPT CENPW CENPX DSN1 INCENP KNL1 MIS12 NDC80 NSL1 NUF2 PMF1 SPC24 SPC25 ZWINT KEGG_MEDICUS_REFERENCE_ORIGIN_UNWINDING_AND_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_ORIGIN_UNWINDING_AND_ELONGATION CDC45 GINS1 GINS2 GINS3 GINS4 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 PCNA POLA1 POLA2 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 WDHD1 KEGG_MEDICUS_REFERENCE_P15_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P15_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 CDKN2B E2F1 E2F2 E2F3 MAX MYC RB1 ZBTB17 KEGG_MEDICUS_REFERENCE_P16_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P16_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 CDKN2A E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_REFERENCE_P27_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P27_CELL_CYCLE_G1_S CCNA1 CCNA2 CCNE1 CCNE2 CDK2 CDKN1B CUL1 E2F1 E2F2 E2F3 RB1 RBX1 SKP1 SKP2 KEGG_MEDICUS_REFERENCE_P300_P21_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P300_P21_CELL_CYCLE_G1_S ATM ATR CCND1 CCND2 CCND3 CDK4 CDK6 CDKN1A E2F1 E2F2 E2F3 EP300 RB1 TADA3 TP53 KEGG_MEDICUS_REFERENCE_P4_PR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P4_PR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 PGR PIK3CA PIK3CB PIK3CD SRC KEGG_MEDICUS_REFERENCE_P4_PR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_P4_PR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PGR RAF1 SOS1 SOS2 SRC KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MTOR PDGFA PDGFB PDGFRA PDGFRB PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_PLCG_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_PLCG_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 PDGFA PDGFB PDGFRA PDGFRB PLCG1 PLCG2 KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PDGF_PDGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDGFA PDGFB PDGFRA PDGFRB RAF1 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_PDL_PD1_SHP_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PDL_PD1_SHP_PI3K_SIGNALING_PATHWAY CD274 PDCD1 PDCD1LG2 PIK3CD PIK3R1 PIK3R2 PIK3R3 PTPN11 PTPN6 KEGG_MEDICUS_REFERENCE_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION CALCOCO2 CISD1 CISD2 FAF2 FKBP8 HK1 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C NBR1 OPTN PINK1 PRKN SQSTM1 TAX1BP1 TOMM70 KEGG_MEDICUS_REFERENCE_PKA_HOLOENZYME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PKA_HOLOENZYME PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B KEGG_MEDICUS_REFERENCE_PKR_EIF2ALPHA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PKR_EIF2ALPHA_SIGNALING_PATHWAY EIF2AK2 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 KEGG_MEDICUS_REFERENCE_PLASMIN_MEDIATED_ACTIVATION_OF_LATENT_TGF_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PLASMIN_MEDIATED_ACTIVATION_OF_LATENT_TGF_BETA FBN1 LTBP1 LTBP3 LTBP4 PLG TGFB1 TGFB2 TGFB3 KEGG_MEDICUS_REFERENCE_PP2A_AKT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PP2A_AKT_SIGNALING_PATHWAY AKT1 AKT2 AKT3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E KEGG_MEDICUS_REFERENCE_PRE_IC_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PRE_IC_FORMATION CDC45 CDC6 CDT1 GINS1 GINS2 GINS3 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MTBP ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLE POLE2 POLE3 POLE4 RECQL4 TICRR TOPBP1 KEGG_MEDICUS_REFERENCE_PRL_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PRL_JAK_STAT_SIGNALING_PATHWAY JAK2 PRL PRLR STAT5A STAT5B KEGG_MEDICUS_REFERENCE_PRNP_PI3K_NOX2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PRNP_PI3K_NOX2_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CAV1 CAV2 CAV3 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYBA CYBB EGR1 FYN MAPK1 MAPK3 NCF1 NCF2 NCF4 PIK3CA PIK3CB PIK3CD PRKCD PRNP RAC1 RAC2 KEGG_MEDICUS_REFERENCE_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY GNAI1 GNAI2 GNAI3 MAPK1 MAPK3 PROK1 PROK2 PROKR1 PROKR2 KEGG_MEDICUS_REFERENCE_PROMOTION_OF_MICROTUBULE_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PROMOTION_OF_MICROTUBULE_GROWTH CLASP1 CLASP2 CLIP1 CLIP2 MAPRE1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_PTH_PTH1R_PKA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PTH_PTH1R_PKA_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAS PRKACA PRKACB PRKACG PTH PTH1R KEGG_MEDICUS_REFERENCE_PURINE_SALVAGE_PATHWAY_ADENINE_TO_AMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PURINE_SALVAGE_PATHWAY_ADENINE_TO_AMP APRT LACC1 NT5C NT5C1A NT5C1B NT5C1B-RDH14 NT5C2 NT5DC4 NT5E NT5M PNP KEGG_MEDICUS_REFERENCE_PURINE_SALVAGE_PATHWAY_HYPOXANTHINE_GUANINE_TO_IMP_GMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PURINE_SALVAGE_PATHWAY_HYPOXANTHINE_GUANINE_TO_IMP_GMP HPRT1 LACC1 NT5C NT5C1A NT5C1B NT5C1B-RDH14 NT5C2 NT5DC4 NT5E NT5M PNP KEGG_MEDICUS_REFERENCE_PYRIN_INFLAMMASOME_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_PYRIN_INFLAMMASOME_SIGNALING_PATHWAY CASP1 IL18 IL1B MEFV PYCARD KEGG_MEDICUS_REFERENCE_RAB7_REGULATED_MICROTUBULE_MINUS_END_DIRECTED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RAB7_REGULATED_MICROTUBULE_MINUS_END_DIRECTED_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT3 OSBPL1A RAB7A RAB7B RILP TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_RAC_CDC42_PAK_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RAC_CDC42_PAK_ERK_SIGNALING_PATHWAY ARAF BRAF CDC42 MAP2K1 MAP2K2 MAPK1 MAPK3 PAK1 RAC1 RAF1 KEGG_MEDICUS_REFERENCE_RAD51_DSDNA_DESTABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RAD51_DSDNA_DESTABILIZATION HELQ RAD51 RAD51B RAD51C RAD51D RFWD3 RPA1 RPA2 RPA3 RPA4 XRCC2 KEGG_MEDICUS_REFERENCE_RECRUITMENT_AND_FORMATION_OF_THE_MCC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RECRUITMENT_AND_FORMATION_OF_THE_MCC AURKB BUB1 BUB1B BUB3 CDC20 KNL1 MAD1L1 MAD2L1 NDC80 TTK KEGG_MEDICUS_REFERENCE_REGULATION_OF_COMPLEMENT_CASCADE_CFHR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_COMPLEMENT_CASCADE_CFHR CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 KEGG_MEDICUS_REFERENCE_REGULATION_OF_COMPLEMENT_CASCADE_MAC_INHIBITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_COMPLEMENT_CASCADE_MAC_INHIBITION C6 C7 C8A C8B C8G C9 CD59 CLU VTN KEGG_MEDICUS_REFERENCE_REGULATION_OF_EXTRINSIC_APOPTOTIC_PATHWAY_XIAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_EXTRINSIC_APOPTOTIC_PATHWAY_XIAP CASP8 FADD RIPK1 RIPK3 XIAP KEGG_MEDICUS_REFERENCE_REGULATION_OF_FIBRINOLYTIC_SYSTEM_C1INH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_FIBRINOLYTIC_SYSTEM_C1INH C1R C1S MASP1 MASP2 PLAU SERPING1 KEGG_MEDICUS_REFERENCE_REGULATION_OF_FIBRINOLYTIC_SYSTEM_PAI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_FIBRINOLYTIC_SYSTEM_PAI PLAT PLAU SERPINA5 SERPINB2 SERPINE1 SERPINE2 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_MRAS_SHOC2_PP1_HOLOPHOSPHATASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_MRAS_SHOC2_PP1_HOLOPHOSPHATASE ARAF BRAF MRAS PPP1CA PPP1CB PPP1CC RAF1 SHOC2 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_PATHWAY_ADAPTOR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_PATHWAY_ADAPTOR_PROTEINS GAB1 GAB2 GRB2 PTPN11 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_PTP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_PTP DUSP1 DUSP10 DUSP16 DUSP2 DUSP3 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 MAPK1 MAPK10 MAPK14 MAPK3 MAPK8 MAPK9 PTPN5 PTPN7 PTPRR KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_RASGAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_RASGAP HRAS KRAS NRAS RASA1 RASA2 RASA3 RASA4 RASAL1 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_RAS_UBIQUITINATION_BY_CUL3_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_RAS_UBIQUITINATION_BY_CUL3_COMPLEX CUL3 HRAS KRAS LZTR1 NRAS RIT1 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_SPRED_AND_NF1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_SPRED_AND_NF1 HRAS KRAS NF1 NRAS SPRED1 SPRED2 KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_UBIQUITINATION_OF_RTK_BY_CBL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_GF_RTK_RAS_ERK_SIGNALING_UBIQUITINATION_OF_RTK_BY_CBL CBL CSF1R EGFR EPHA2 ERBB2 ERBB3 ERBB4 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT4 IGF1R INSR KDR KIT MET NGFR NTRK1 NTRK2 PDGFRA PDGFRB TEK KEGG_MEDICUS_REFERENCE_REGULATION_OF_NLRP3_INFLAMMASOME_SIGNALING_PATHWAY_NLRP3_INHIBITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_NLRP3_INFLAMMASOME_SIGNALING_PATHWAY_NLRP3_INHIBITION CARD8 GPSM3 IRGM NLRP3 PYCARD KEGG_MEDICUS_REFERENCE_REGULATION_OF_SERCA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_SERCA ATP2A1 ATP2A2 ATP2A3 C4orf3 ELN MLN PLN SLN KEGG_MEDICUS_REFERENCE_REGULATION_OF_TNF_NFKB_SIGNALING_PATHWAY_LUBAC_MEDIATED_LINEAR_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_REGULATION_OF_TNF_NFKB_SIGNALING_PATHWAY_LUBAC_MEDIATED_LINEAR_UBIQUITINATION IKBKG RBCK1 RIPK1 RNF31 SHARPIN TNFRSF1A KEGG_MEDICUS_REFERENCE_RELN_VLDLR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RELN_VLDLR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 DAB1 MTOR PIK3CA PIK3CB PIK3CD RELN RHEB RPS6KB1 RPS6KB2 TSC1 TSC2 VLDLR KEGG_MEDICUS_REFERENCE_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RETROGRADE_AXONAL_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_REFERENCE_RIG_I_IRF7_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RIG_I_IRF7_3_SIGNALING_PATHWAY AZI2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKE IRF3 IRF7 MAVS RIGI TANK TBK1 TBKBP1 TRAF3 KEGG_MEDICUS_REFERENCE_RIG_I_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RIG_I_NFKB_SIGNALING_PATHWAY CHUK IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKB IKBKG MAVS NFKB1 NFKBIA RELA RIGI KEGG_MEDICUS_REFERENCE_RORA_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RORA_MEDIATED_TRANSCRIPTION GRM1 ITPR1 KAT5 RORA SLC1A6 KEGG_MEDICUS_REFERENCE_RTK_PLCG_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_RTK_PLCG_ITPR_SIGNALING_PATHWAY EGF EGFR ERBB2 ERBB3 ERBB4 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT4 GDNF HGF ITPR1 ITPR2 ITPR3 KDR MET MST1 MST1R NGF NTRK1 NTRK2 NTRK3 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PLCG1 PLCG2 RET VEGFA VEGFB VEGFC VEGFD KEGG_MEDICUS_REFERENCE_SEROTONIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_SEROTONIN_METABOLISM DDC MAOA MAOB TPH1 TPH2 KEGG_MEDICUS_REFERENCE_SIALYL_LEWIS_X_ANTIGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_SIALYL_LEWIS_X_ANTIGEN_BIOSYNTHESIS FUT3 FUT4 FUT5 FUT6 FUT7 ST3GAL6 KEGG_MEDICUS_REFERENCE_SKELETAL_TYPE_VGCC_RYR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_SKELETAL_TYPE_VGCC_RYR_SIGNALING ASPH CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CASQ1 CASQ2 RYR1 TRDN KEGG_MEDICUS_REFERENCE_SPINDLE_ASSEMBLY_CHECKPOINT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_SPINDLE_ASSEMBLY_CHECKPOINT_SIGNALING ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 ESPL1 MAD1L1 MAD2L1 MAD2L2 PTTG1 PTTG2 KEGG_MEDICUS_REFERENCE_STEROID_HORMONE_BIOSYNTHESIS_PROGESTERONE_TO_CORTISOL_CORTISONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_STEROID_HORMONE_BIOSYNTHESIS_PROGESTERONE_TO_CORTISOL_CORTISONE CYP11B1 CYP11B2 CYP17A1 CYP21A2 HSD11B2 KEGG_MEDICUS_REFERENCE_STRAD_STK11_TSC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_STRAD_STK11_TSC_SIGNALING_PATHWAY PRKAA1 PRKAA2 STK11 STRADA STRADB TBC1D7 TSC1 TSC2 KEGG_MEDICUS_REFERENCE_TAC3_TACR3_PLC_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TAC3_TACR3_PLC_PKC_SIGNALING_PATHWAY GNAQ PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG TAC3 TACR3 KEGG_MEDICUS_REFERENCE_TBK1_MEDIATED_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TBK1_MEDIATED_AUTOPHAGOSOME_FORMATION CALCOCO2 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C NBR1 OPTN SQSTM1 TAX1BP1 TBK1 KEGG_MEDICUS_REFERENCE_TCR_PLCG_ITPR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TCR_PLCG_ITPR_SIGNALING_PATHWAY CD247 CD3D CD3E CD3G CD4 FYN GRAP2 ITPR1 ITPR2 ITPR3 LAT LCK LCP2 PLCG1 PLCG2 VAV1 VAV2 VAV3 ZAP70 KEGG_MEDICUS_REFERENCE_TELOMERASE_RNA_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TELOMERASE_RNA_MATURATION PARN TENT4B TERC TGS1 ZCCHC8 KEGG_MEDICUS_REFERENCE_TELOMERE_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TELOMERE_ELONGATION ACD CTC1 DKC1 GAR1 NHP2 NOP10 POT1 RTEL1 RUVBL1 RUVBL2 STN1 TEN1 TERC TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 KEGG_MEDICUS_REFERENCE_TESTOSTERONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TESTOSTERONE_BIOSYNTHESIS AKR1C3 CYP17A1 HSD17B2 HSD17B3 HSD17B6 HSD17B8 HSD3B1 HSD3B2 SRD5A1 SRD5A2 SRD5A3 KEGG_MEDICUS_REFERENCE_TETHERING_OF_LATE_ENDOSOMES_AND_LYSOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TETHERING_OF_LATE_ENDOSOMES_AND_LYSOSOMES ARL8B PLEKHM1 RAB7A RAB7B VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 KEGG_MEDICUS_REFERENCE_TGFA_EGFR_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TGFA_EGFR_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR MTOR PIK3CA PIK3CB PIK3CD TGFA KEGG_MEDICUS_REFERENCE_TGFA_EGFR_PLCG_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TGFA_EGFR_PLCG_PKC_SIGNALING_PATHWAY EGFR ELK1 PLCG1 PLCG2 PRKCA PRKCB PRKCG TGFA KEGG_MEDICUS_REFERENCE_TGFA_EGFR_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TGFA_EGFR_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 TGFA KEGG_MEDICUS_REFERENCE_TGF_BETA_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TGF_BETA_SIGNALING_PATHWAY SMAD2 SMAD3 SMAD4 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 KEGG_MEDICUS_REFERENCE_THYROID_HORMONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_THYROID_HORMONE_SIGNALING_PATHWAY ATP2A2 MYH6 RXRA RXRB RXRG SLC16A10 SLC16A2 THRA THRB KEGG_MEDICUS_REFERENCE_TIGHT_JUNCTION_ACTIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TIGHT_JUNCTION_ACTIN_SIGNALING_PATHWAY ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CLDN1 CLDN10 CLDN11 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN25 CLDN3 CLDN34 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CTTN OCLN TJP1 KEGG_MEDICUS_REFERENCE_TLR1_2_4_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR1_2_4_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG IL12A IL12B IL6 IRAK1 IRAK4 MAP3K7 MYD88 NFKB1 NFKBIA RELA TAB2 TIRAP TLR1 TLR2 TLR4 TNF TRAF6 KEGG_MEDICUS_REFERENCE_TLR2_4_MAPK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR2_4_MAPK_SIGNALING_PATHWAY FOS IRAK1 IRAK4 JUN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MYD88 TAB2 TIRAP TLR2 TLR4 TRAF6 KEGG_MEDICUS_REFERENCE_TLR3_IRF3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR3_IRF3_SIGNALING_PATHWAY CREBBP EP300 IFNB1 IKBKE IRF3 TBK1 TICAM1 TLR3 TRAF3 KEGG_MEDICUS_REFERENCE_TLR3_IRF7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR3_IRF7_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IKBKE IRF7 TBK1 TICAM1 TLR3 TRAF3 KEGG_MEDICUS_REFERENCE_TLR3_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR3_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA TICAM1 TLR3 TRAF6 KEGG_MEDICUS_REFERENCE_TLR4_IRF3_7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR4_IRF3_7_SIGNALING_PATHWAY IFNB1 IKBKE IRF3 IRF7 TBK1 TICAM1 TICAM2 TLR4 TRAF3 KEGG_MEDICUS_REFERENCE_TLR5_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR5_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG IL12A IL12B IL6 IRAK1 IRAK4 MAP3K7 MYD88 NFKB1 NFKBIA RELA TAB2 TLR5 TNF TRAF6 KEGG_MEDICUS_REFERENCE_TLR7_8_9_IRF5_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR7_8_9_IRF5_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IRAK1 IRAK4 IRF5 MYD88 TLR7 TLR8 TLR9 TRAF6 KEGG_MEDICUS_REFERENCE_TLR7_9_IRF7_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TLR7_9_IRF7_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IRAK1 IRAK4 IRF7 MYD88 TLR7 TLR9 KEGG_MEDICUS_REFERENCE_TNFSF10_RIPK1_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNFSF10_RIPK1_3_SIGNALING_PATHWAY RIPK1 RIPK3 TNFRSF10A TNFRSF10B TNFSF10 KEGG_MEDICUS_REFERENCE_TNF_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNF_JNK_SIGNALING_PATHWAY FOS JUN MAP2K4 MAP2K7 MAP3K7 MAPK10 MAPK8 MAPK9 RIPK1 TAB1 TAB2 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_TNF_NFKB_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNF_NFKB_SIGNALING_PATHWAY CHUK IKBKB IKBKG MAP3K7 NFKB1 NFKBIA RELA RIPK1 TAB1 TAB2 TAB3 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_TNF_P38_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNF_P38_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 MAP2K3 MAP2K6 MAP3K7 MAPK14 RIPK1 RPS6KA4 RPS6KA5 TAB1 TAB2 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_TNF_RIPK1_3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TNF_RIPK1_3_SIGNALING_PATHWAY RIPK1 RIPK3 TNF TNFRSF1A TRADD TRAF2 TRAF5 KEGG_MEDICUS_REFERENCE_TRAIP_DEPENDENT_REPLISOME_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRAIP_DEPENDENT_REPLISOME_DISASSEMBLY CDC45 GINS1 GINS2 GINS3 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 NPLOC4 TRAIP UBB UFD1 VCP KEGG_MEDICUS_REFERENCE_TRANSCRIPTIONAL_ACTIVATION_BY_ACETYLATION_OF_H3K27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRANSCRIPTIONAL_ACTIVATION_BY_ACETYLATION_OF_H3K27 AUTS2 DCAF7 EP300 FBRS H3-3A H3-3B H3C1 H3C2 PCGF3 PCGF5 RING1 RNF2 RYBP TEX10 YAF2 KEGG_MEDICUS_REFERENCE_TRANSCRIPTION_COUPLED_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRANSCRIPTION_COUPLED_NER CCNH CDK7 CUL4A DDB1 ERCC2 ERCC3 ERCC6 ERCC8 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR2M RBX1 UVSSA KEGG_MEDICUS_REFERENCE_TRANSLATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRANSLATION_INITIATION FAU RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL37A RPL38 RPL39 RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA UBA52 KEGG_MEDICUS_REFERENCE_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRANSPORT_OF_CALCIUM GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D KEGG_MEDICUS_REFERENCE_TRAPPI_RAB1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRAPPI_RAB1_SIGNALING_PATHWAY RAB1A RAB1B TRAPPC1 TRAPPC2 TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B KEGG_MEDICUS_REFERENCE_TRH_TRHR_PLCB_PKC_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TRH_TRHR_PLCB_PKC_SIGNALING_PATHWAY GNA11 GNAQ PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG TRH TRHR TSHB KEGG_MEDICUS_REFERENCE_TSC1_2_MTORC1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TSC1_2_MTORC1_SIGNALING_PATHWAY AKT1S1 DEPTOR MLST8 MTOR RHEB RPTOR TBC1D7 TELO2 TSC1 TSC2 TTI1 KEGG_MEDICUS_REFERENCE_TSH_DUOX2_TG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TSH_DUOX2_TG_SIGNALING_PATHWAY DUOX2 GNAQ PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCG TG TSHB TSHR KEGG_MEDICUS_REFERENCE_TSH_TG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TSH_TG_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAS PAX8 PRKACA PRKACB PRKACG TG TSHB TSHR TTF1 TTF2 KEGG_MEDICUS_REFERENCE_TYPE_II_INTERFERON_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TYPE_II_INTERFERON_TO_JAK_STAT_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNG IFNGR1 IFNGR2 IL27 JAK1 JAK2 STAT1 STAT3 KEGG_MEDICUS_REFERENCE_TYPE_I_IFN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TYPE_I_IFN_SIGNALING_PATHWAY EIF2AK2 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IRF7 IRF9 JAK1 STAT1 STAT2 TYK2 KEGG_MEDICUS_REFERENCE_TYPE_I_INTERFERON_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TYPE_I_INTERFERON_TO_JAK_STAT_SIGNALING_PATHWAY IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNK IFNW1 IRF9 JAK1 STAT1 STAT2 TYK2 KEGG_MEDICUS_REFERENCE_TYROSINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_TYROSINE_DEGRADATION FAH GSTZ1 HGD HPD TAT KEGG_MEDICUS_REFERENCE_UCHL1_MEDIATED_HYDROLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_UCHL1_MEDIATED_HYDROLYSIS RPS27A UBA52 UBB UBC UCHL1 KEGG_MEDICUS_REFERENCE_UREA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_UREA_CYCLE ARG1 ARG2 ASL ASS1 CPS1 OTC KEGG_MEDICUS_REFERENCE_VALINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_VALINE_DEGRADATION ACAD8 ACADM ACADS ALDH6A1 ECHS1 HADHA HIBADH HIBCH KEGG_MEDICUS_REFERENCE_VGCC_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_VGCC_CA2_APOPTOTIC_PATHWAY APAF1 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CASP3 CASP7 CASP9 CYCS MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_REFERENCE_V_D_J_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_V_D_J_RECOMBINATION DCLRE1C DNTT LIG4 NHEJ1 POLL POLM PRKDC RAG1 RAG2 XRCC4 XRCC5 XRCC6 KEGG_MEDICUS_REFERENCE_WEE1_CELL_CYCLE_G2_M https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WEE1_CELL_CYCLE_G2_M ATR CCNB1 CCNB2 CCNB3 CDK1 CHEK1 WEE1 KEGG_MEDICUS_REFERENCE_WNT5A_ROR_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT5A_ROR_SIGNALING_PATHWAY DVL1 DVL2 DVL3 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 ROR1 ROR2 WNT5A KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_LGR_RSPO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_LGR_RSPO FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 LGR4 LGR5 LGR6 RNF43 RSPO1 RSPO2 RSPO3 RSPO4 ZNRF3 KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_SOST_LRP4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_SOST_LRP4 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 LRP4 LRP5 LRP6 SOST KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_WNT_ACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_WNT_ACYLATION PORCN WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_WNT_INHIBITOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_MODULATION_WNT_INHIBITOR CER1 FRZB NOTUM SFRP1 SFRP2 SFRP4 SFRP5 TRABD2A TRABD2B WIF1 WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_REFERENCE_WNT_SIGNALING_PATHWAY APC AXIN1 AXIN2 CCND1 CTNNB1 DVL1 DVL2 DVL3 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B LEF1 LRP5 LRP6 MYC TCF7 TCF7L1 TCF7L2 WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_AML1_ETO_FUSION_TO_PU.1_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AML1_ETO_FUSION_TO_PU.1_MEDIATED_TRANSCRIPTION CD14 FCGR1A ITGAM RUNX1 SPI1 KEGG_MEDICUS_VARIANT_AMPLIFIED_CCND1_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_CCND1_TO_CELL_CYCLE_G1_S CCND1 CDK4 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_VARIANT_AMPLIFIED_CCNE_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_CCNE_TO_CELL_CYCLE_G1_S CCNE1 CDK2 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_VARIANT_AMPLIFIED_CDK4_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_CDK4_TO_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR MTOR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_PLCG_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_EGFR_TO_PLCG_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 EGFR PLCG1 PLCG2 KEGG_MEDICUS_VARIANT_AMPLIFIED_FGFR_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_FGFR_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 FGFR1 FGFR2 MTOR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_AMPLIFIED_FGFR_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_FGFR_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGFR1 FGFR2 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_AMPLIFIED_MDM2_TO_P21_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MDM2_TO_P21_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 CDKN1A E2F1 E2F2 E2F3 MDM2 RB1 TP53 KEGG_MEDICUS_VARIANT_AMPLIFIED_MET_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MET_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 GAB1 MET MTOR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_AMPLIFIED_MYCN_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYCN_TO_TRANSCRIPTIONAL_ACTIVATION BMI1 MAX MDM2 MYCN PTK2 TP53 KEGG_MEDICUS_VARIANT_AMPLIFIED_MYCN_TO_TRANSCRIPTIONAL_REPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYCN_TO_TRANSCRIPTIONAL_REPRESSION MAX MYCN NGFR NTRK1 SP1 ZBTB17 KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_CELL_CYCLE_G1_S CCND1 CCND2 CCND3 CDK4 CDK6 E2F1 E2F2 E2F3 MAX MYC RB1 KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_P27_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_MYC_TO_P27_CELL_CYCLE_G1_S CCNE1 CCNE2 CDK2 CDKN1B CKS1B CUL1 E2F1 E2F2 E2F3 MAX MYC RB1 RBX1 SKP1 SKP2 KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MTOR PDGFRA PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_PLCG_CAMK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_PLCG_CAMK_SIGNALING_PATHWAY CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 PDGFRA PLCG1 PLCG2 KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_PDGFR_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDGFRA RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_AMPLIFIED_REL_TO_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_AMPLIFIED_REL_TO_TRANSCRIPTION BCL2A1 BCL2L1 BIRC3 CCND2 CD40 CD86 REL TRAF1 KEGG_MEDICUS_VARIANT_BCL2_OVEREXPRESSION_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_BCL2_OVEREXPRESSION_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAX BCL2 CASP3 CASP7 CASP9 CYCS KEGG_MEDICUS_VARIANT_BCR_ABL_FUSION_KINASE_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_BCR_ABL_FUSION_KINASE_TO_PI3K_SIGNALING_PATHWAY ABL1 AKT1 AKT2 AKT3 BAD CBL CRK CRKL PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_BCR_ABL_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_BCR_ABL_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY ABL1 ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_CDH1_REDUCED_EXPRESSION_TO_BETA_CATENIN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_CDH1_REDUCED_EXPRESSION_TO_BETA_CATENIN_SIGNALING_PATHWAY CCND1 CDH1 CTNNB1 LEF1 MYC TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_VARIANT_CDX2_OVEREXPRESSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_CDX2_OVEREXPRESSION_TO_TRANSCRIPTIONAL_ACTIVATION ABCB1 CDH17 CDX2 MUC2 REG4 KEGG_MEDICUS_VARIANT_CYP11B1_CYP11B2_FUSION_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_CYP11B1_CYP11B2_FUSION_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 GNAS MC2R MRAP NR4A1 NR5A1 PBX1 POMC PRKACA PRKACB PRKACG SP1 KEGG_MEDICUS_VARIANT_DELETED_DMD_TO_DYSTROPHIN_ASSOCIATED_PROTEIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_DELETED_DMD_TO_DYSTROPHIN_ASSOCIATED_PROTEIN_COMPLEX ACTB ACTG1 DAG1 DMD DTNA SNTA1 SNTB1 SNTB2 SNTG1 SNTG2 KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_JAK_STAT_SIGNALING_PATHWAY FLT3 PIM1 PIM2 STAT5A STAT5B KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FLT3 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_RAS_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_DUPLICATION_OR_MUTATION_ACTIVATED_FLT3_TO_RAS_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD FLT3 GRB2 HRAS KRAS NRAS PIK3CA PIK3CB PIK3CD SOS1 SOS2 KEGG_MEDICUS_VARIANT_EGFR_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EGFR_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_VARIANT_EGF_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EGF_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGF EGFR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_EGF_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EGF_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF EGF EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_JAK_STAT_SIGNALING_PATHWAY ALK JAK3 STAT3 STAT5A STAT5B KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 ALK BAD PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_PLCG_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_PLCG_ERK_SIGNALING_PATHWAY ALK ARAF BRAF CCND1 MAP2K1 MAP2K2 MAPK1 MAPK3 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EML4_ALK_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY ALK ARAF BRAF CCND1 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_VARIANT_ERBB2_OVEREXPRESSION_TO_EGF_JAK_STAT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_ERBB2_OVEREXPRESSION_TO_EGF_JAK_STAT_SIGNALING_PATHWAY EGF EGFR ERBB2 JAK1 STAT1 STAT3 VEGFA KEGG_MEDICUS_VARIANT_ERBB2_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_ERBB2_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGF EGFR ERBB2 MTOR PIK3CA PIK3CB PIK3CD RPS6KB1 RPS6KB2 KEGG_MEDICUS_VARIANT_ESR1_POSITIVE_TO_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_ESR1_POSITIVE_TO_NUCLEAR_INITIATED_ESTROGEN_SIGNALING_PATHWAY CCND1 ESR1 MYC NCOA1 NCOA3 KEGG_MEDICUS_VARIANT_EWSR1_WT1_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_EWSR1_WT1_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION BAIAP3 IL2RB MLF1 PDGFA TSPAN7 WT1 KEGG_MEDICUS_VARIANT_FUS_DDIT3_FUSION_TO_NFKB_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_FUS_DDIT3_FUSION_TO_NFKB_MEDIATED_TRANSCRIPTION CXCL8 DDIT3 NFKB1 NFKBIZ RELA KEGG_MEDICUS_VARIANT_FZD7_OVEREXPRESSION_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_FZD7_OVEREXPRESSION_TO_WNT_SIGNALING_PATHWAY APC AXIN1 AXIN2 CCND1 CTNNB1 DVL1 DVL2 DVL3 FRAT1 FRAT2 FZD7 GSK3B LEF1 LRP5 LRP6 MYC TCF7 TCF7L1 TCF7L2 WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_HRAS_OVEREXPRESSION_TO_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_HRAS_OVEREXPRESSION_TO_ERK_SIGNALING_PATHWAY ARAF BRAF HRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MYC RAF1 RPS6KA5 KEGG_MEDICUS_VARIANT_IGF2_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_IGF2_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS IGF1R IGF2 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_IGH_MMSET_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_IGH_MMSET_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION CCND2 H3-3A H3-3B H3-4 H3-5 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 NSD2 KEGG_MEDICUS_VARIANT_LMO2_REARRANGEMENT_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LMO2_REARRANGEMENT_TO_TRANSCRIPTIONAL_ACTIVATION HHEX LDB1 LMO2 LYL1 TCF3 KEGG_MEDICUS_VARIANT_LMO2_REARRANGEMENT_TO_TRANSCRIPTIONAL_REPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LMO2_REARRANGEMENT_TO_TRANSCRIPTIONAL_REPRESSION LDB1 LMO2 LYL1 PTCRA TCF3 KEGG_MEDICUS_VARIANT_LOSS_OF_CDKN1B_TO_P27_CELL_CYCLE_G1_S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LOSS_OF_CDKN1B_TO_P27_CELL_CYCLE_G1_S CCNE1 CCNE2 CDK2 CDKN1B E2F1 E2F2 E2F3 RB1 KEGG_MEDICUS_VARIANT_LOSS_OF_NKX3_1_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LOSS_OF_NKX3_1_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD NKX3-1 KEGG_MEDICUS_VARIANT_LOSS_OF_RASSF1_TO_RAS_RASSF1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LOSS_OF_RASSF1_TO_RAS_RASSF1_SIGNALING_PATHWAY HRAS KRAS NRAS RASSF1 RASSF5 STK4 KEGG_MEDICUS_VARIANT_LOSS_OF_VHL_TO_HIF_1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LOSS_OF_VHL_TO_HIF_1_SIGNALING_PATHWAY ARNT CUL2 ELOB ELOC HIF1A PDGFB RBX1 SLC2A1 TGFA TGFB1 TGFB2 TGFB3 VEGFA VHL KEGG_MEDICUS_VARIANT_LRP6_OVEREXPRESSION_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_LRP6_OVEREXPRESSION_TO_WNT_SIGNALING_PATHWAY APC AXIN1 AXIN2 CCND1 CTNNB1 DVL1 DVL2 DVL3 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B LEF1 LRP6 MYC TCF7 TCF7L1 TCF7L2 WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_MET_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MET_OVEREXPRESSION_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MLL_AF4_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MLL_AF4_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION AFF1 BMP2K CCNT1 CCNT2 CDK14 CDK9 CDKN1B DOT1L FLT3 HMGA2 HOXA10 HOXA9 IGF1R JMJD1C KDM6A KLF3 KMT2A LMO2 MEF2C MLLT1 MLLT3 PBX3 PROM1 RUNX2 SMAD1 SUPT3H KEGG_MEDICUS_VARIANT_MLL_ENL_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MLL_ENL_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION CDKN2C EYA1 FUT8 GRIA3 HOXA10 HOXA11 HOXA9 HPGD KMT2A MEIS1 MLLT1 SIX1 SIX4 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_BRAF_TO_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_BRAF_TO_ERK_SIGNALING_PATHWAY BRAF MAP2K1 MAP2K2 MAPK1 MAPK3 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_CACNA1D_H_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_CACNA1D_H_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CACNA1D CACNA1H CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD EGFR PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_PLCG_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_PLCG_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 EGFR MAP2K1 MAP2K2 MAPK1 MAPK3 PLCG1 PLCG2 PRKCA PRKCB PRKCG RAF1 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_EGFR_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 EGFR GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_FGFR3_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_FGFR3_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGFR3 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MYC NRAS RAF1 RPS6KA5 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GNAS_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GNAS_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 GNAS NR4A1 NR5A1 PBX1 PRKACA PRKACB PRKACG SP1 STAR KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GNAS_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_GNAS_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAS POMC PRKACA PRKACB PRKACG KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KCNJ5_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KCNJ5_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CACNA1D CACNA1H CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 KCNJ5 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KIT_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KIT_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD KIT PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KIT_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KIT_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF GRB2 HRAS KIT KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KRAS_NRAS_TO_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KRAS_NRAS_TO_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KRAS_NRAS_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_KRAS_NRAS_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD KRAS NRAS PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_LRRK2_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_LRRK2_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 CASP3 CASP9 CYCS LRRK2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_MET_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_MET_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 BAD GAB1 MET PIK3CA PIK3CB PIK3CD KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_MET_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_MET_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF CCND1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PI3K_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PI3K_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MTOR PIK3CA RPS6KB1 RPS6KB2 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PRKACA_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PRKACA_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 NR4A1 NR5A1 PBX1 PRKACA SP1 STAR KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PRKCG_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_PRKCG_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY GNAQ GRM1 ITPR1 ITPR2 ITPR3 PLCB1 PLCB2 PLCB3 PLCB4 PRKCG TRPC3 KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_RET_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_RET_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 MTOR PIK3CA PIK3CB PIK3CD RET KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_SMO_TO_HEDGEHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_SMO_TO_HEDGEHOG_SIGNALING_PATHWAY BMP2 BMP4 GLI1 GLI2 GLI3 HHIP KIF7 PTCH1 PTCH2 SMO SUFU WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_USP8_TO_EGFR_ERK_ACTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_ACTIVATED_USP8_TO_EGFR_ERK_ACTH_SIGNALING_PATHWAY EGFR MAPK1 MAPK3 POMC USP8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABBERANT_ATXN2_3_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABBERANT_ATXN2_3_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY ATXN2 ATXN3 CYCS GNAQ GRM1 ITPR1 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 APP PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 SEM1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_AGE_RAGE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_AGE_RAGE_SIGNALING_PATHWAY AGER APP ARAF BRAF HRAS IL6 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NFKB1 NOS2 NRAS RAF1 RELA TNF KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ANTEROGRADE_AXONAL_TRANSPORT APP CAPN1 CAPN2 CDK5 CDK5R1 CHRNA7 MAPT TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_CROSSTALK_BETWEEN_EXTRINSIC_AND_INTRINSIC_APOPTOTIC_PATHWAYS APAF1 APP BAK1 BAX BID CASP3 CASP8 CASP9 CYCS FADD FAS KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ELECTRON_TRANSFER_IN_COMPLEX_I APP CAPN1 CAPN2 CDK5 CDK5R1 CHRNA7 MAPT MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ELECTRON_TRANSFER_IN_COMPLEX_IV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_ELECTRON_TRANSFER_IN_COMPLEX_IV APP COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C MT-CO1 MT-CO2 MT-CO3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_IRE1A_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_IRE1A_JNK_SIGNALING_PATHWAY APP MAP2K7 MAP3K5 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_MACHR_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_MACHR_CA2_APOPTOTIC_PATHWAY APP CHRM1 CHRM3 CHRM5 CYCS GNAQ ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 APP CASP3 CASP9 CYCS GNAQ GRM5 ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_TRANSPORT_OF_CALCIUM APP CYCS GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_VGCC_CA2_APOPTOTIC_PATHWAY_N01004 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_VGCC_CA2_APOPTOTIC_PATHWAY_N01004 APP CACNA1C CACNA1D CACNA1F CACNA1S CYCS MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_VGCC_CA2_APOPTOTIC_PATHWAY_N01006 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ABETA_TO_VGCC_CA2_APOPTOTIC_PATHWAY_N01006 APP CYCS PPID SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ATXN1_TO_RORA_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_ATXN1_TO_RORA_MEDIATED_TRANSCRIPTION ATXN1 GRM1 ITPR1 KAT5 RORA SLC1A6 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_DCTN1_TO_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_DCTN1_TO_RETROGRADE_AXONAL_TRANSPORT DCTN1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 HTT PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 SEM1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ANTEROGRADE_AXONAL_TRANSPORT HTT KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 MAPK10 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_AUTOPHAGY_VESICLE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_AUTOPHAGY_VESICLE_NUCLEATION AMBRA1 ATG14 BECN1 HTT PIK3C3 PIK3R4 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_CREB_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_CREB_MEDIATED_TRANSCRIPTION ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 HTT PPARGC1A TAF4 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ELECTRON_TRANSFER_IN_COMPLEX_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ELECTRON_TRANSFER_IN_COMPLEX_II HTT SDHA SDHB SDHC SDHD KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ELECTRON_TRANSFER_IN_COMPLEX_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_ELECTRON_TRANSFER_IN_COMPLEX_III CYC1 HTT MT-CYB UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_EXTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_EXTRINSIC_APOPTOTIC_PATHWAY CASP3 CASP8 HIP1 HTT IFT57 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP7 CASP9 CYCS GNAQ GRM5 HTT ITPR1 ITPR2 ITPR3 MCU PLCB1 PLCB2 PLCB3 PLCB4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_REST_MEDIATED_TRANSCRIPTIONAL_REPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_REST_MEDIATED_TRANSCRIPTIONAL_REPRESSION BDNF HDAC1 HDAC2 HTT RCOR1 REST SIN3A KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_RETROGRADE_AXONAL_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 HAP1 HTT TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_TNF_JNK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_TNF_JNK_SIGNALING_PATHWAY HTT MAP2K7 MAP3K10 MAPK10 MAPK8 MAPK9 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_HTT_TO_TRANSPORT_OF_CALCIUM APAF1 CASP3 CASP9 CYCS DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D HTT MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PDYN_TO_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PDYN_TO_TRANSPORT_OF_CALCIUM GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D PDYN KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_ANTEROGRADE_AXONAL_TRANSPORT GSK3B KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 PSEN1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY CYCS ITPR1 ITPR2 ITPR3 MCU PSEN1 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_PERK_ATF4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN1_TO_PERK_ATF4_SIGNALING_PATHWAY ATF4 DDIT3 EIF2AK3 EIF2S1 PSEN1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_PSEN_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP7 CASP9 CYCS MCU PSEN1 PSEN2 RYR3 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 SEM1 SNCA KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_ANTEROGRADE_AXONAL_TRANSPORT KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 SNCA TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_ELECTRON_TRANSFER_IN_COMPLEX_I MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 SNCA KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_PERK_ATF4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_PERK_ATF4_SIGNALING_PATHWAY ATF4 DDIT3 EIF2AK3 EIF2S1 HSPA5 SNCA KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_VGCC_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SNCA_TO_VGCC_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP9 CYCS MCU SLC25A31 SLC25A4 SLC25A5 SLC25A6 SNCA VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 DERL1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 RPS27A SEM1 SOD1 UBA52 UBB UBC KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAK1 BAX BCL2 CASP3 CASP9 CYCS SOD1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_PERK_ATF4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_PERK_ATF4_SIGNALING_PATHWAY ATF4 DDIT3 EIF2AK3 EIF2S1 HSPA5 SOD1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_RETROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SOD1_TO_RETROGRADE_AXONAL_TRANSPORT ACTR10 ACTR1A ACTR1B DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAH1 DNAH10 DNAH11 DNAH12 DNAH17 DNAH2 DNAH3 DNAH5 DNAH6 DNAH7 DNAH8 DNAH9 DNAI1 DNAI2 DNAL1 DNAL4 DNALI1 SOD1 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SPTBN2_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_SPTBN2_TO_MGLUR1_TRPC3_SIGNALING_PATHWAY GNAQ GRM1 ITPR1 ITPR2 ITPR3 PLCB1 PLCB2 PLCB3 PLCB4 SPTBN2 KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_TDP43_TO_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_CAUSED_ABERRANT_TDP43_TO_ELECTRON_TRANSFER_IN_COMPLEX_I MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 TARDBP KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_APC_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_APC_TO_WNT_SIGNALING_PATHWAY APC AXIN1 AXIN2 BIRC5 CCND1 CTNNB1 GSK3B LEF1 MYC TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATP1A1_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATP1A1_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY ATF2 ATF4 ATF6B ATP1A1 CACNA1D CACNA1H CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATP2B3_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATP2B3_TO_ANGIOTENSIN_ALDOSTERONE_SIGNALING_PATHWAY ATF2 ATF4 ATF6B ATP2B3 CALM1 CALM2 CALM3 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATXN3_TO_AUTOPHAGY_VESICLE_NUCLEATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ATXN3_TO_AUTOPHAGY_VESICLE_NUCLEATION AMBRA1 ATG14 ATXN3 BECN1 PIK3C3 PIK3R4 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_AXIN_TO_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_AXIN_TO_WNT_SIGNALING_PATHWAY APC AXIN1 CCND1 CTNNB1 GSK3B LEF1 MYC TCF7 TCF7L1 TCF7L2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_DJ1_TO_FAS_JNK_SIGNALING_PATWHAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_DJ1_TO_FAS_JNK_SIGNALING_PATWHAY DAXX MAP3K5 MAPK10 MAPK8 MAPK9 PARK7 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ERBB4_TO_NRG_ERBB4_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_ERBB4_TO_NRG_ERBB4_PI3K_SIGNALING_PATHWAY ERBB4 NRG1 NRG2 NRG3 NRG4 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_FGF17_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_FGF17_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF FGF17 FGFR1 GRB2 HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 SOS1 SOS2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_OPTN_TO_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_OPTN_TO_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION CISD1 CISD2 FAF2 FKBP8 HK1 OPTN PINK1 PRKN TOMM70 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_P62_TO_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_P62_TO_PINK_PARKIN_MEDIATED_AUTOPHAGOSOME_FORMATION CISD1 CISD2 FAF2 FKBP8 HK1 MAP1LC3A MAP1LC3B MAP1LC3B2 MAP1LC3C PINK1 PRKN SQSTM1 TOMM70 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PDE11A_PDE8B_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PDE11A_PDE8B_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 NR4A1 NR5A1 PBX1 PDE11A PDE8B PRKACA PRKAR1A SP1 STAR KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_ELECTRON_TRANSFER_IN_COMPLEX_I https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_ELECTRON_TRANSFER_IN_COMPLEX_I MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 PINK1 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_INTRINSIC_APOPTOTIC_PATHWAY_N01048 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_INTRINSIC_APOPTOTIC_PATHWAY_N01048 APAF1 CASP3 CASP9 CYCS HTRA2 PINK1 TRAP1 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_INTRINSIC_APOPTOTIC_PATHWAY_N01050 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PINK1_TO_INTRINSIC_APOPTOTIC_PATHWAY_N01050 APAF1 BAX CASP3 CASP9 CYCS PINK1 PRKN KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKAR1A_TO_ACTH_CORTISOL_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKAR1A_TO_ACTH_CORTISOL_SIGNALING_PATHWAY ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CYP11B1 NR4A1 NR5A1 PBX1 PRKACA PRKAR1A SP1 STAR KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKN_TO_INTRINSIC_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKN_TO_INTRINSIC_APOPTOTIC_PATHWAY APAF1 BAX CASP3 CASP9 CYCS PRKN KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKN_TO_MGLUR1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PRKN_TO_MGLUR1_SIGNALING_PATHWAY ITPR1 ITPR2 ITPR3 PLCG1 PRKN KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PROK2_TO_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PROK2_TO_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY GNAI1 GNAI2 GNAI3 MAPK1 MAPK3 PROK2 PROKR1 PROKR2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PROKR2_TO_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PROKR2_TO_PROK_PRKR_GI_ERK_SIGNALING_PATHWAY GNAI1 GNAI2 GNAI3 MAPK1 MAPK3 PROK1 PROK2 PROKR2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PTCH1_TO_HEDGEHOG_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_PTCH1_TO_HEDGEHOG_SIGNALING_PATHWAY BMP2 BMP4 GLI1 GLI2 GLI3 HHIP KIF7 PTCH1 PTCH2 SMO SUFU WNT1 WNT10A WNT10B WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_RASD1_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_RASD1_TO_CRHR_PKA_ACTH_SIGNALING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ATF2 ATF4 ATF6B CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 GNAI1 GNAI2 GNAI3 POMC PRKACA PRKACB PRKACG RASD1 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_RUNX1_TO_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_RUNX1_TO_TRANSCRIPTION CSF1R CSF2 IL3 MPO RUNX1 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_SIGMAR1_TO_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_SIGMAR1_TO_CA2_APOPTOTIC_PATHWAY CYCS ITPR1 ITPR2 ITPR3 MCU SIGMAR1 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_TP53_TO_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_TP53_TO_TRANSCRIPTION BAK1 BAX CDKN1A DDB2 GADD45A GADD45B GADD45G POLK TP53 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_UBQLN2_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_UBQLN2_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 RPS27A SEM1 UBA52 UBB UBC UBQLN2 KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_VCP_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_MUTATION_INACTIVATED_VCP_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 RPS27A SEM1 UBA52 UBB UBC VCP KEGG_MEDICUS_VARIANT_NOTCH_OVEREXPRESSION_TO_NOTCH_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_NOTCH_OVEREXPRESSION_TO_NOTCH_SIGNALING_PATHWAY DLL1 DLL3 DLL4 ERBB2 FLT4 HES1 HES5 HEY1 HEY2 HEYL JAG1 JAG2 NOTCH1 NOTCH4 RBPJ RBPJL KEGG_MEDICUS_VARIANT_OLIGOMERIC_CONFORMATION_PRPC_TO_ANTEROGRADE_AXONAL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_OLIGOMERIC_CONFORMATION_PRPC_TO_ANTEROGRADE_AXONAL_TRANSPORT CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B GSK3B KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 PRNP KEGG_MEDICUS_VARIANT_PAX8_PPARG_FUSION_TO_PPARG_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_PAX8_PPARG_FUSION_TO_PPARG_MEDIATED_TRANSCRIPTION PAX8 PPARG RXRA RXRB RXRG KEGG_MEDICUS_VARIANT_RET_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_RET_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS RAF1 RET KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_26S_PROTEASOME_MEDIATED_PROTEIN_DEGRADATION ADRM1 PRNP PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 SEM1 KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_MGLUR5_CA2_APOPTOTIC_PATHWAY APAF1 CASP3 CASP9 CYCS ITPR1 ITPR2 ITPR3 MCU PRNP RYR1 RYR2 RYR3 SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_PERK_ATF4_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_PERK_ATF4_SIGNALING_PATHWAY ATF4 DDIT3 EIF2AK3 EIF2S1 HSPA5 PRNP KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_TRANSPORT_OF_CALCIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_TRANSPORT_OF_CALCIUM APAF1 CASP3 CASP9 CYCS GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D MCU PRNP SLC25A31 SLC25A4 SLC25A5 SLC25A6 VDAC1 VDAC2 VDAC3 KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_VGCC_CA2_APOPTOTIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_SCRAPIE_CONFORMATION_PRPSC_TO_VGCC_CA2_APOPTOTIC_PATHWAY CACNA1B CACNA1C CACNA1D CACNA1F CACNA1S PRNP KEGG_MEDICUS_VARIANT_TEL_AML1_FUSION_TO_TRANSCRIPTIONAL_REPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_TEL_AML1_FUSION_TO_TRANSCRIPTIONAL_REPRESSION CSF2 DEFA3 ELANE GZMB HDAC1 HDAC2 IL3 MPO NCOR1 RUNX1 SIN3A KEGG_MEDICUS_VARIANT_TGFA_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_TGFA_OVEREXPRESSION_TO_PI3K_SIGNALING_PATHWAY AKT1 AKT2 AKT3 EGFR PIK3CA PIK3CB PIK3CD TGFA KEGG_MEDICUS_VARIANT_TMPRSS2_ERG_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_TMPRSS2_ERG_FUSION_TO_TRANSCRIPTIONAL_ACTIVATION ERG IL1R2 MMP3 MMP9 PLAT PLAU ZEB1 KEGG_MEDICUS_VARIANT_TRK_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/KEGG_MEDICUS_VARIANT_TRK_FUSION_KINASE_TO_RAS_ERK_SIGNALING_PATHWAY ARAF BRAF HRAS KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS NTRK1 RAF1 PID_A6B1_A6B4_INTEGRIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_A6B1_A6B4_INTEGRIN_PATHWAY AKT1 CASP7 CD9 CDH1 COL17A1 EGF EGFR ERBB2 ERBB3 GRB2 HRAS IL1A ITGA6 ITGB1 ITGB4 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 MET MST1 MST1R PIK3CA PIK3R1 PMP22 PRKCA RAC1 RPS6KB1 RXRA RXRB RXRG SFN SHC1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_AJDISS_2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AJDISS_2PATHWAY ABL1 ADAM10 ARF6 BDNF CABLES1 CASP3 CBLL1 CDC42 CDH1 CDH2 CREBBP CTNNA1 CTNNB1 CTNND1 DNM2 DSP EGF EGFR FYN GDNF GFRA1 GNA12 GNA13 HGS HRAS IGF1R IGF2 IQGAP1 JUP MEP1B MET MMP3 MMP7 NME1 NTRK2 PTPN1 PTPN6 RAB5A RAB7A RAC1 RET RIN2 ROBO1 SLIT1 SNX1 SRC TIAM1 ZBTB33 PID_ALK1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ALK1_PATHWAY ACVR1 ACVR2A ACVR2B ACVRL1 ARRB2 BMPR2 CAV1 CSNK2B ENG FKBP1A GDF2 ID1 INHBA MAPK1 MAPK3 PPP1CA SMAD1 SMAD4 SMAD5 SMAD7 SMAD9 TGFB1 TGFB3 TGFBR1 TGFBR2 TLX2 PID_ALK2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ALK2_PATHWAY ACVR1 AMH AMHR2 BMP7 BMPR2 FKBP1A SMAD1 SMAD4 SMAD5 SMAD9 TLX2 PID_ALPHA_SYNUCLEIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ALPHA_SYNUCLEIN_PATHWAY BAD BLK CSNK2A1 FGR FKBP1A FYN GRK5 HCK KLK6 LCK LYN MAOB MAPK1 MAPK3 PARK7 PLCB2 PLD1 PLD2 PPP2R5D PRKCD PRKN PTK2B SLC6A3 SNCA SRC STUB1 SYK TH TOR1A UBE2L3 UCHL1 YES1 PID_AMB2_NEUTROPHILS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AMB2_NEUTROPHILS_PATHWAY AGER AKT1 APOB BLK CCN2 FGR FYN HCK HMGB1 ICAM1 IL6 ITGAM ITGB2 JAM2 JAM3 LCK LPA LRP1 LYN MMP2 MMP9 MST1 MST1R MYH2 NFKB1 PLAT PLAU PLAUR PLG PRKCZ RAP1A RAP1B RHOA ROCK1 SELP SELPLG SRC THY1 TLN1 TNF YES1 PID_ANGIOPOIETIN_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ANGIOPOIETIN_RECEPTOR_PATHWAY AGTR1 AKT1 ANGPT1 ANGPT2 ANGPT4 BMX CDKN1A CRK DOK2 ELF1 ELF2 ELK1 ETS1 F2 FES FGF2 FN1 FOXO1 FYN GRB14 GRB2 GRB7 ITGA5 ITGB1 MAPK1 MAPK14 MAPK3 MAPK8 MMP2 NCK1 NFKB1 NOS3 PAK1 PIK3CA PIK3R1 PLD2 PLG PTK2 PTPN11 PXN RAC1 RASA1 RELA RPS6KB1 SHC1 STAT5A STAT5B TEK TNF PID_ANTHRAX_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ANTHRAX_PATHWAY ANTXR1 ANTXR2 CASP1 DEFA1 IL18 IL1B MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAPK1 MAPK3 NLRP1 PGR TNF VCAM1 PID_AP1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AP1_PATHWAY ACTA1 AGT ATF2 ATF3 BAG1 BCL2L11 CBFB CCL2 CCN1 CCND1 CDK1 CDKN1B CDKN2A COL1A2 COPS5 CREB1 CRTC1 CSF2 CTNNB1 CXCL8 DMP1 DMTF1 DUSP1 EDN1 EGR1 ELF1 EP300 ESR1 ETS1 FABP4 FOS FOSB FOSL1 FOSL2 GATA2 GJA1 HIF1A HLA-A IFNG IL10 IL2 IL4 IL5 IL6 JUN JUNB JUND MAF MAFG MMP1 MMP9 MT2A MYB MYC NFATC1 NFATC2 NFATC3 NPPA NR3C1 NTS PENK PLAU PTEN SP1 TCF7L2 TGFB1 TH TIMP1 TP53 TRIP6 PID_ARF6_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ARF6_DOWNSTREAM_PATHWAY ARF1 ARF6 KALRN MAPK1 MAPK3 NME1 PIP5K1A PLAUR PLD1 PLD2 RAB11A RAB11FIP3 RAC1 RHOA TIAM1 PID_ARF6_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ARF6_PATHWAY ACAP1 ACAP2 ADAP1 ADRB2 AGTR1 ARAP2 ARF6 ARRB1 ARRB2 CYTH2 CYTH3 EFNA1 EGF EGFR EPHA2 FBXO8 GIT1 GNA11 GNA14 GNA15 GNAQ GULP1 HGF IPCEF1 IQSEC1 ITGA2B ITGB3 KIF13B LHCGR MET NCK1 PXN SRC TSHR USP6 PID_ARF6_TRAFFICKING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ARF6_TRAFFICKING_PATHWAY ACAP1 ADRB2 AGTR1 ARF6 ASAP2 AVPR2 BIN1 CDH1 CLTC CPE CTNNA1 CTNNB1 CTNND1 DNM2 EDNRB EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 IL2RA INS ITGA1 ITGA10 ITGA11 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 KLC1 MAPK8IP3 NME1 PIP5K1C PLD1 PLD2 RALA SCAMP2 SLC2A4 SPAG9 TSHR VAMP3 PID_ARF_3PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ARF_3PATHWAY AP2A1 AP2M1 ARF1 ARFGAP1 ARFIP2 ASAP1 CD4 CLTA CLTB COPA CYTH2 GBF1 GGA3 GOSR2 KDELR1 PIP5K1A PLD2 RAC1 USO1 PID_AR_NONGENOMIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AR_NONGENOMIC_PATHWAY AKT1 AR CDC42 CREB1 FOS GNAI1 GNAI2 GNAI3 GNAO1 GNAZ GNB1 GNG2 GNRH1 HRAS MAP2K1 MAP2K2 MAPK1 MAPK3 PELP1 PIK3CA PIK3R1 PLCB1 PLCB2 PLCB3 PLCG1 PLCG2 PTK2 RAC1 RAF1 SHBG SRC PID_AR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AR_PATHWAY AKT1 APPL1 AR BRCA1 CARM1 CASP8 CCND1 CCND3 CDK11B CDK6 CDKN2A CMTM2 CTDSP1 CTDSP2 CTNNB1 FHL2 FKBP4 GSN HIP1 HNRNPA1 KDM1A KDM3A KDM4C KLK2 KLK3 LATS2 MAK MED1 NCOA2 NCOA4 NCOA6 NKX3-1 NRIP1 PA2G4 PATZ1 PAWR PELP1 PIAS1 PIAS3 PIAS4 PRDX1 PRKDC PTK2B RANBP9 RPS6KA3 SNURF SRF SVIL TCF4 TGFB1I1 TGIF1 TMF1 TMPRSS2 UBA3 UBE2I UBE3A VAV3 XRCC5 XRCC6 ZMIZ1 ZNF318 PID_AR_TF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AR_TF_PATHWAY APPBP2 AR CARM1 CEBPA CREBBP DNAJA1 EGR1 EHMT2 EP300 FOXO1 GATA2 GSK3B HDAC1 HDAC7 HOXB13 HSP90AA1 JUN KAT2B KAT5 KAT7 KLK2 KLK3 MAP2K4 MAP2K6 MAPK14 MAPK8 MDM2 NCOA1 NCOA2 NR0B1 NR2C1 NR2C2 NR3C1 PDE9A PKN1 POU2F1 RACK1 RCHY1 REL RXRA RXRB RXRG SENP1 SIRT1 SMARCA2 SMARCC1 SMARCE1 SPDEF SRC SRY TMPRSS2 TRIM24 ZMIZ2 PID_ATF2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ATF2_PATHWAY ACHE ARG1 ATF2 ATF3 BCL2 BCL2L1 BRCA1 CBFB CCNA2 CCND1 CDK4 COL24A1 CREB1 CSRP2 CUL3 CXCL8 DDIT3 DUSP1 DUSP10 DUSP5 DUSP8 EP300 ESR1 FOS GADD45A HBG2 HES1 HRK IFNG IL23A IL6 INS JDP2 JUN JUNB JUND KAT5 MACROH2A1 MAPK1 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MMP2 NF1 NOS2 PDGFRA PLAU POU2F1 PPARGC1A PRKCA RB1 RUVBL2 SELE SERPINB5 SOCS3 TGFB2 TH PID_ATM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ATM_PATHWAY ABL1 ABRAXAS1 ATM BID BLM BRCA1 CDC25A CDC25C CHEK2 COP1 CTBP1 DCLRE1C FANCD2 H2AX KAT5 MDC1 MDM2 MRE11 NBN RAD17 RAD50 RAD9A RBBP8 RNF8 SMC1A SMC3 TERF2 TOP3A TP53BP1 TRIM28 UBE2N UIMC1 XRCC4 YWHAB PID_ATR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ATR_PATHWAY ATR ATRIP BRCA2 CCNA2 CDC25A CDC25C CDC6 CDK2 CEP164 CHEK1 CLSPN FANCD2 FBXW11 HUS1 MCM2 MCM7 MDM2 NBN PLK1 PPP2CA PPP2R1A PPP2R2B RAD1 RAD17 RAD51 RAD9A RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 SMARCAL1 SSPOP TIMELESS TIPIN TOPBP1 YWHAB YWHAZ PID_AURORA_A_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AURORA_A_PATHWAY AJUBA AKT1 ARHGEF7 AURKA AURKAIP1 AURKB BIRC5 BRCA1 CDC25B CENPA CKAP5 CPEB1 DLGAP5 FZR1 GADD45A GIT1 GSK3B MDM2 NDEL1 NFKBIA OAZ1 PAK1 PPP2R5D PRKACA RAN RASA1 TACC1 TACC3 TDRD7 TP53 TPX2 PID_AURORA_B_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AURORA_B_PATHWAY AURKA AURKB AURKC BIRC5 BUB1 CBX5 CDCA8 CENPA CUL3 DES EVI5 INCENP KIF20A KIF23 KIF2C KLHL13 KLHL9 MYLK NCAPD2 NCAPG NCAPH NCL NDC80 NPM1 NSUN2 PEBP1 PPP1CC PPP2R5D PSMA3 RACGAP1 RASA1 RHOA SEPTIN1 SGO1 SMC2 SMC4 STMN1 TACC1 VIM PID_AVB3_INTEGRIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AVB3_INTEGRIN_PATHWAY ADGRA2 AKT1 ANGPTL3 BCAR1 CASP8 CBL CDKN1B COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CSF1 CSF1R EDIL3 F11R FGF2 FN1 HSP90AA1 IGF1R ILK IRS1 ITGAV ITGB3 KDR MAPK1 MAPK3 MFGE8 PI4KA PI4KB PIK3C2A PIK3CA PIK3R1 PTK2 PTK2B PTPN11 PXN RAC1 RHOA ROCK1 RPS6KB1 SDC1 SPP1 SRC TGFBR2 TLN1 VAV3 VCL VEGFA VTN PID_AVB3_OPN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_AVB3_OPN_PATHWAY BCAR1 CD44 CDC42 CHUK FOS GSN ILK ITGAV ITGB3 JUN MAP3K1 MAP3K14 MAPK1 MAPK3 MAPK8 MMP2 MMP9 NFKB1 NFKBIA PIK3CA PIK3R1 PIP5K1A PLAU PTK2B RAC1 RELA RHOA ROCK2 SPP1 SYK VAV3 PID_BARD1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BARD1_PATHWAY ATM ATR BARD1 BRCA1 CCNE1 CDK2 CSTF1 EWSR1 FANCA FANCC FANCD2 FANCE FANCF FANCG FANCL MRE11 NBN NPM1 PCNA PRKDC RAD50 RAD51 RBBP8 TOPBP1 TP53 UBE2D3 UBE2L3 XRCC5 XRCC6 PID_BCR_5PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BCR_5PATHWAY AKT1 BCL10 BCL2A1 BLNK BTK CAMK2G CARD11 CD19 CD22 CD72 CD79A CD79B CHUK CSK CSNK2A1 DAPP1 DOK1 ELK1 ETS1 FCGR2B FOS GRB2 HRAS IBTK IKBKB IKBKG JUN LYN MALT1 MAP2K1 MAP3K1 MAP3K7 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK8 NFATC1 NFKB1 NFKBIA NFKBIB PAG1 PDPK1 PIK3CA PIK3R1 PLCG2 POU2F2 PPP3CA PPP3CB PPP3CC PTEN PTPN6 PTPRC RAC1 RAF1 RASA1 RELA SH3BP5 SHC1 SOS1 SYK TRAF6 VAV2 PID_BETA_CATENIN_DEG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BETA_CATENIN_DEG_PATHWAY APC AXIN1 AXIN2 CSNK1A1 CSNK1D CSNK1E CTNNB1 CUL1 DVL1 DVL2 DVL3 FZD5 GSK3A GSK3B LRP6 SKP1 SSPOP WNT3A PID_BETA_CATENIN_NUC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BETA_CATENIN_NUC_PATHWAY ADCY7 APC AR AXIN2 BCL9 CACNA1G CAMK4 CBY1 CCN1 CCND1 CCND2 CDH1 CDKN2A CDX1 CDX4 CHD8 CTBP1 CTNNB1 CTNNBIP1 CUL1 CXCL8 DKK1 DKK4 DVL3 EP300 FGF4 HBP1 HDAC1 HDAC2 ID2 IGF2BP1 INCENP JUN KCNIP4 KLF4 KRT1 LEF1 MDFIC MED12 MITF MMP2 MMP9 MT-CO2 MYC MYF5 MYOG NCOA2 NEUROG1 PITX2 RUVBL2 SALL4 SFN SKP1 SMARCA4 SNAI2 SP5 SSPOP TBL1X TBL1XR1 TBXT TCF4 TCF7 TCF7L1 TCF7L2 TERT TLE1 TLE2 TLE4 TLE5 TNIK TRRAP VCAN XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZCCHC12 PID_BMP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_BMP_PATHWAY AHSG BAMBI BMP2 BMP4 BMP6 BMP7 BMPR1A BMPR1B BMPR2 CER1 CHRD CHRDL1 CTDSP1 CTDSP2 CTDSPL FST GREM1 GSK3B HJV MAP3K7 MAPK1 NOG NUP214 PPM1A PPP1CA PPP1R15A RGMA RGMB SKI SMAD1 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SOSTDC1 TAB1 TAB2 XIAP ZFYVE16 PID_CASPASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CASPASE_PATHWAY ACTA1 APAF1 APP ARHGDIB BAX BCL2 BID BIRC2 BIRC3 CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CFL2 CRADD CYCS DFFA DFFB DIABLO GAS2 GSN GZMB KRT18 LIMK1 LMNA LMNB1 LMNB2 MADD MAP3K1 NUMA1 PARP1 PIDD1 PRF1 PTK2 RIPK1 SATB1 SPTAN1 SREBF1 TFAP2A TNF TNFRSF1A TOP1 TRADD TRAF2 VIM XIAP PID_CD40_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CD40_PATHWAY AKT1 BCL2L1 BIRC2 BIRC3 C4BPA CBLB CD40 CD40LG FCAMR IL4 JAK3 JUN MAP2K4 MAP3K1 MAP3K14 MAPK10 MAPK11 MAPK14 MAPK8 MAPK9 MYC NFKB1 NFKBIA RELA STAT5A TDP2 TNFAIP3 TRAF1 TRAF2 TRAF3 TRAF6 PID_CD8_TCR_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CD8_TCR_DOWNSTREAM_PATHWAY B2M BRAF CD247 CD3D CD3E CD3G CD8A CD8B EGR1 EGR4 ELK1 EOMES FASLG FOS FOSL1 GZMB HLA-A HRAS IFNA1 IFNA10 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNG IL2 IL2RA IL2RB IL2RG JUN JUNB KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK8 MAPK9 NFATC1 NFATC2 NFATC3 NRAS PPP3CA PPP3CB PPP3R1 PRF1 PRKCA PRKCB PRKCE PRKCQ PTPN7 RAF1 STAT4 TNF TNFRSF18 TNFRSF4 TNFRSF9 PID_CD8_TCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CD8_TCR_PATHWAY AKT1 B2M BCL10 CARD11 CBL CD247 CD28 CD3D CD3E CD3G CD80 CD86 CD8A CD8B CHUK CSK FYN GRAP2 GRB2 HLA-A HRAS IKBKB IKBKG KRAS LAT LCK LCP2 MALT1 MAP3K14 MAP3K8 NRAS ORAI1 PAG1 PDPK1 PLCG1 PRF1 PRKCA PRKCB PRKCE PRKCQ PTPN6 PTPRC RAP1A RASGRP1 RASGRP2 RASSF5 SHC1 SOS1 STIM1 TRAF6 TRPV6 VAV1 ZAP70 PID_CDC42_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CDC42_PATHWAY ACTR2 ACTR3 APC ARHGDIA ARHGEF6 ARHGEF7 ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATF2 BAIAP2 BCAR1 BRAF CBL CDC42 CDC42BPA CDH1 CFL1 CTNNA1 CTNNB1 DIAPH3 DLG1 ENAH EPS8 EXOC7 F2RL2 GSK3B HES5 HRAS IQGAP1 IQGAP3 JUN LIMK1 LIMK2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MTOR MYL2 PAK1 PAK2 PAK4 PARD6A PAX6 PIK3CA PIK3R1 PLD1 PRKCE PRKCZ RAC1 RAF1 RASGRF1 RPS6KB1 SEPTIN2 SRC TIAM1 TNK2 VAV2 WASL YES1 PID_CDC42_REG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CDC42_REG_PATHWAY APC ARHGAP1 ARHGAP17 ARHGDIA ARHGEF25 ARHGEF6 ARHGEF7 ARHGEF9 BCAR3 CDC42 DNMBP DOCK10 DOCK11 DOCK6 DOCK9 FARP2 FGD1 GIT1 ITSN1 ITSN2 MCF2 MCF2L NGEF NME1 PLCG1 RACGAP1 RALBP1 SPATA13 VAV2 VAV3 PID_CERAMIDE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CERAMIDE_PATHWAY AIFM1 AKT1 ASAH1 BAD BAG4 BAX BCL2 BID BIRC3 CASP8 CRADD CTSD CYCS EGF EIF2AK2 FADD KSR1 MADD MAP2K1 MAP2K2 MAP2K4 MAP3K1 MAP4K4 MAPK1 MAPK3 MAPK8 MYC NFKB1 NFKBIA PAWR PDGFA PRKCD PRKCZ PRKRA RAF1 RELA RIPK1 SMPD1 SMPD3 SPHK2 TNF TNFRSF1A TRADD TRAF2 PID_CIRCADIAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CIRCADIAN_PATHWAY ATR BHLHE40 BMAL1 CHEK1 CLOCK CRY1 CRY2 CSNK1E DELEC1 NONO NPAS2 NR1D1 PER1 PER2 TIMELESS WDR5 PID_CMYB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CMYB_PATHWAY ADA ADORA2B ANPEP ATP2B1 BCL2 BIRC3 CA1 CASP6 CBX4 CCNA1 CCNB1 CCND1 CD34 CD4 CDK6 CDKN1A CDKN1B CDKN2A CEBPA CEBPB CEBPD CLTA COL1A2 COPA CREBBP CSF1R ELANE EP300 ETS1 ETS2 GATA1 GATA3 GSTM1 H2AZ1 HES1 HIPK2 HRAS HSPA8 IQGAP1 KIT KITLG KRAS LECT2 LEF1 LYZ MAD1L1 MAF MAP3K7 MAT2A MCM4 MPO MYB MYC MYF6 MYOD1 NCOR1 NLK NRAS PAX5 PIAS3 PIM1 PPID PPP3CA PRTN3 PTCRA PTGS2 RAG2 SIN3A SKI SLC25A3 SMARCA2 SND1 SP1 SPI1 TAB1 TAB2 TFEC TOM1 TRIM28 UBE2I WNT1 YEATS4 ZFHX3 ZFPM1 PID_CONE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CONE_PATHWAY ARR3 CNGA3 CNGB3 GNAT2 GNB3 GNB5 GNGT2 GRK1 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F LRAT PDE6C PDE6H RDH12 RDH5 RGS9 RGS9BP RPE65 SLC24A2 PID_CXCR3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CXCR3_PATHWAY AKT1 ARRB1 CCL11 CXCL10 CXCL11 CXCL13 CXCL9 CXCR3 DNM1 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ GNB1 GNG2 HRAS ITGAL ITGB2 KRAS MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAPK1 MAPK11 MAPK14 MAPK3 MAPKAP1 MLST8 MTOR NRAS PDPK1 PF4 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RAF1 RICTOR SRC PID_CXCR4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_CXCR4_PATHWAY AKT1 ARR3 ARRB2 BAD BCAR1 BLK CD247 CD3D CD3E CD3G CD4 CDC42 CFL1 CRK CSK CXCL12 CXCR4 DNM1 FGR FOXO1 FYN GNA13 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ GNB1 GNG2 GRK2 GRK6 HCK HGS HLA-DRA ITCH ITGA1 ITGA10 ITGA11 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 JAK2 LCK LIMK1 LYN MAPKAP1 MLST8 MMP9 MTOR PAG1 PAK1 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLCB1 PLCB2 PLCB3 PRKCZ PTEN PTK2 PTK2B PTPN11 PTPN6 PTPRC PXN RAC1 RACK1 RALB RAP1B RGS1 RHOA RHOB RHOC RICTOR SRC SSH1 STAT1 STAT2 STAT3 STAT5A STAT5B UBQLN1 VAV1 VPS4A VPS4B YES1 PID_DELTA_NP63_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_DELTA_NP63_PATHWAY ADA ADRM1 ATM AXL BDKRB2 BRCA2 CCNB2 CDKN2A CEBPD COL5A1 DLX5 DLX6 FASN FBXW7 FOSL2 GPX2 GSK3B HBP1 HELLS HES1 IGFBP3 IL1A ITCH ITGA3 KRT14 KRT5 MDM2 MRE11 NOTCH1 NRG1 PERP POU2F2 PPP2R5A RAB38 RACK1 RRAD RUNX1 SEC14L2 SFN STXBP4 TBXT TCF7L1 TOP2A TP63 VDR WWP1 YAP1 PID_DNA_PK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_DNA_PK_PATHWAY APLF APTX CSNK2A1 CSNK2A2 CSNK2B DCLRE1C DNTT LIG4 NHEJ1 PNKP POLL POLM PRKDC XRCC4 XRCC5 XRCC6 PID_E2F_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_E2F_PATHWAY APAF1 ATM BRCA1 CASP7 CBX5 CCNA2 CCND3 CCNE1 CCNE2 CDC25A CDC6 CDK1 CDK2 CDKN1A CDKN1B CDKN2A CDKN2C CEBPA CES1 CES2 CES3 CES4A CES5A CREBBP DHFR E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 E2F7 EP300 HBP1 HDAC1 HIC1 KAT2A KAT2B MCL1 MCM3 MYBL2 MYC ORC1 PLAU POLA1 PRMT5 RANBP1 RB1 RBBP4 RBBP8 RBL1 RBL2 RRM1 RRM2 RYBP SERPINE1 SIRT1 SMARCA2 SP1 SULT2A1 TFDP1 TFDP2 TFE3 TK1 TOPBP1 TP73 TRIM28 TRRAP TYMS UXT WASF1 XRCC1 YY1 PID_ECADHERIN_KERATINOCYTE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ECADHERIN_KERATINOCYTE_PATHWAY AJUBA AKT1 AKT2 CASR CDH1 CTNNA1 CTNNB1 CTNND1 EGFR FMN1 FYN JUP PIK3CA PIK3R1 PIP5K1A PLCG1 RAC1 RHOA SRC VASP ZYX PID_ECADHERIN_NASCENT_AJ_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ECADHERIN_NASCENT_AJ_PATHWAY ABI1 AFDN AKT1 AP1M1 ARF6 CCND1 CDC42 CDH1 CRK CSNK2A1 CSNK2A2 CSNK2B CTNNA1 CTNNB1 CTNND1 CTTN CYFIP2 DLG1 ENAH IQGAP1 ITGAE ITGB7 JUP KLHL20 NCKAP1 NME1 PIK3CA PIK3R1 PIP5K1C RAC1 RAP1A RAP1B RAPGEF1 RHOA SRC TIAM1 TJP1 VAV2 WASF2 PID_ECADHERIN_STABILIZATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ECADHERIN_STABILIZATION_PATHWAY ABI1 ACTN1 AFDN AQP3 AQP5 ARF6 CAMSAP3 CDH1 CTNNA1 CTNNB1 CTNND1 CYFIP2 DIAPH1 EFNA1 EGF EGFR ENAH EPHA2 EXOC3 EXOC4 GIT1 HGF IGF1R KIFC3 LIMA1 LPP MET MGAT3 MYL2 MYO6 NCK1 NCKAP1 NECTIN2 PIP5K1C PLEKHA7 RHOA ROCK1 STX4 VASP VCL ZYX PID_ENDOTHELIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ENDOTHELIN_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKT1 BCAR1 CDC42 COL1A2 COL3A1 CRK CYSLTR1 CYSLTR2 EDN1 EDN2 EDN3 EDNRA EDNRB FOS GNA11 GNA12 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAZ HRAS JAK2 JUN MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MMP1 PLA2G4A PLCB1 PLCB2 PLCB3 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PTK2B RAC1 RAF1 RHOA SLC9A1 SLC9A3 SRC TRPC6 PID_EPHA2_FWD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPHA2_FWD_PATHWAY ACP1 ARHGAP35 BCAR1 CBL EFNA1 EPHA2 GRB2 INPPL1 PAK1 PIK3CA PIK3R1 PTK2 RAC1 RHOA SHC1 SRC TIAM1 VAV2 VAV3 PID_EPHA_FWDPATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPHA_FWDPATHWAY ARHGEF15 BLK CBL CDK5 CRK CRKL EFNA1 EFNA2 EFNA3 EFNA5 EPHA1 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 FGR FYN HCK LCK LYN NGEF PIK3CG PIK3R5 PIK3R6 PLCG1 RHOA ROCK1 SRC VAV2 VAV3 YES1 PID_EPHB_FWD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPHB_FWD_PATHWAY CDC42 CRK DNM1 EFNA5 EFNB1 EFNB2 EFNB3 EPHB1 EPHB2 EPHB3 EPHB4 GRB2 GRB7 GRIA1 HRAS ITSN1 KALRN KRAS MAP2K1 MAP4K4 MAPK1 MAPK3 NCK1 NRAS PAK1 PIK3CA PIK3R1 PTK2 PXN RAC1 RAP1A RAP1B RASA1 ROCK1 RRAS SHC1 SRC SYNJ1 TF WASL PID_EPHRINB_REV_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPHRINB_REV_PATHWAY BLK CXCR4 DNM1 EFNB1 EFNB2 EPHB1 EPHB2 EPHB4 FGA FGB FGG FGR FYN HCK ITGA2B ITGB3 LCK LYN MAP2K4 MAP3K7 MAPK8 NCK2 PIK3CA PIK3R1 PTPN13 RAC1 RGS3 SRC TIAM1 YES1 PID_EPO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_EPO_PATHWAY BCL2 BCL2L1 BTK CBL CRKL EPO EPOR GAB1 GRB2 HRAS IRS2 JAK2 LYN MAPK14 MAPK8 NFKB1 PIK3R1 PLCG1 PLCG2 PTPN11 PTPN6 RAP1A RAPGEF1 SH2B3 SHC1 SOCS3 SOS1 STAT1 STAT5A STAT5B TEC TRPC6 VAV2 PID_ERA_GENOMIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERA_GENOMIC_PATHWAY ABCA3 ANP32A AP1B1 APBB1 ATP5PF AXIN2 BRCA1 C3 CALCOCO1 CCND1 CD82 CEBPB CHUK COL18A1 CTSD DDX17 DDX54 DSCAM EBAG9 EP300 ESR1 ESR2 GREB1 HDAC1 HDAC4 HSF2 JUN KLRC3 LCOR LMO4 MED1 MPG MTA1 MYC NCOA1 NCOA2 NCOA3 NCOA7 NCOR1 NCOR2 NDUFV3 NEDD8 NR0B1 NR0B2 NRIP1 PCNA PDIA2 PGR PHB2 POU4F1 POU4F2 PRDM15 PRL SAFB SET SMAD4 SOD1 SRA1 STAT5A TFF1 TRIM59 UBA3 UBE2M XBP1 PID_ERBB1_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB1_DOWNSTREAM_PATHWAY ABI1 ACTR2 ACTR3 AKT1 ARF4 ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATF1 ATF2 BAD BAIAP2 BCL2L1 BRAF BRK1 CAPN2 CDC42 CHN2 CREB1 CYFIP2 DIAPH3 DUSP1 DUSP6 EGF EGFR EGR1 ELK1 EPS8 F2RL2 FOS GAB1 GRB2 HRAS IQGAP1 JUN KRAS KSR1 MAP2K1 MAP2K2 MAP2K4 MAP2K5 MAP3K1 MAP3K2 MAPK1 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAP1 MEF2C MLST8 MTOR MYL11 NCKAP1 NRAS PDPK1 PEBP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLD1 PLD2 PPP2CA PPP2R1A PPP2R2A PPP5C PRKCA PRKCD PRKCZ RAB5A RAC1 RAF1 RALA RALGDS RICTOR RIN1 RPS6 RPS6KA3 RPS6KA4 RPS6KA5 SFN SH2D2A SLC9A1 SMAD1 SOS1 SRC SRF STAT1 STAT3 USP6NL VAV2 WASF2 WASL YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZFP36 PID_ERBB1_INTERNALIZATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB1_INTERNALIZATION_PATHWAY AMPH ARHGEF7 CBL CBLB CDC42 CHMP3 DNM1 EGF EGFR EPN1 EPS15 GRB2 HGS HRAS ITSN1 KRAS LRIG1 NRAS PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTK2 RAB5A RAF1 SH3GL2 SH3KBP1 SHC1 SOS1 SPRY2 SRC STAMBP SYNJ1 TSG101 UBE2D1 UBE2D2 UBE2D3 USP8 ZFYVE28 PID_ERBB1_RECEPTOR_PROXIMAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB1_RECEPTOR_PROXIMAL_PATHWAY EGF EGFR GAB1 GNAI1 GNAI3 GRB2 GSN HRAS KRAS MAPK1 MAPK3 NCK1 NCK2 NRAS PAK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP5K1C PLCG1 PTK2 PTPN1 PTPN11 PTPN6 RASA1 SHC1 SOS1 SRC STAT1 STAT3 TLN1 WASL PID_ERBB2_ERBB3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB2_ERBB3_PATHWAY AKT1 BAD CDC42 CHRNA1 CHRNE DOCK7 ERBB2 ERBB3 FOS GRB2 HRAS JAK2 JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MTOR NF2 NFATC4 NRAS NRG1 NRG2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PPP3CB PRKACA PTPN11 RAC1 RAF1 RNF41 SHC1 SOS1 SRC STAT3 USP8 PID_ERBB4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB4_PATHWAY ADAM17 BTC CBFA2T3 DLG4 ERBB2 ERBB4 EREG FYN GRB2 GRIN2B HBEGF ITCH JAK2 LRIG1 MAPK1 MAPK3 MDM2 NCOR1 NEDD4 NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRL PRLR SHC1 STAT5A STAT5B TAB2 WWOX WWP1 YAP1 PID_ERBB_NETWORK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERBB_NETWORK_PATHWAY AREG BTC EGF EGFR ERBB2 ERBB3 ERBB4 EREG HBEGF HSP90AA1 NRG1 NRG2 NRG3 NRG4 TGFA PID_ERB_GENOMIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ERB_GENOMIC_PATHWAY C3 DDX54 ESR2 NCOA1 NCOA2 NCOA3 NEDD8 NR0B1 NR0B2 SMARCA4 SMARCB1 SMARCE1 UBA3 UBE2M ZNF14 PID_ER_NONGENOMIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ER_NONGENOMIC_PATHWAY AKT1 BCAR1 ESR1 ESR2 GNA11 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAZ GNB1 GNG2 GRB2 HBEGF HRAS IGF1R KRAS MAPK11 MMP2 MMP9 MSN NOS3 NRAS PELP1 PIK3CA PIK3R1 PLCB1 PLCB2 PLCB3 RHOA ROCK2 SHC1 SOS1 SRC STRN PID_FAK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FAK_PATHWAY ACTA1 ACTN1 ARHGAP26 ARHGAP35 ARHGEF11 ARHGEF28 ARHGEF7 ASAP1 BCAR1 BMX BRAF CAPN2 CCND1 CRK DOCK1 ELMO1 ETS1 FYN GIT2 GRB2 GRB7 ITGA5 ITGAV ITGB1 ITGB5 JUN KLF8 MAP2K1 MAP2K4 MAPK1 MAPK8 MAPK8IP3 MAPK9 MMP14 NCK1 NCK2 PAK1 PIK3CA PIK3R1 PLCG1 PTK2 PTPN21 PXN RAC1 RAF1 RAP1A RAP1B RAPGEF1 RASA1 RHOA ROCK2 RRAS SH3GL1 SOS1 SRC TLN1 VCL WASL YES1 PID_FANCONI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FANCONI_PATHWAY ATM ATR ATRIP BLM BRCA1 BRCA2 BRIP1 CENPS CHEK1 FAAP100 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FBXW11 H2AX HES1 HUS1 MRE11 NBN PALB2 RAD1 RAD17 RAD50 RAD9A RFC2 RFC3 RFC4 RFC5 RMI1 RPA1 RPA2 SSPOP TOP3A TOPBP1 UBE2T USP1 WDR48 XRCC3 PID_FAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FAS_PATHWAY AKT1 BID BIRC2 BIRC3 BTK CASP10 CASP3 CASP8 CFLAR CHUK CLTC EZR FADD FAIM2 FAS FASLG IKBKB IKBKG MAP2K6 MAP2K7 MAP3K1 MAPK10 MAPK11 MAPK14 MAPK8 MAPK9 PDPK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RFC1 RIPK1 SMPD1 SRC SYK PID_FCER1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FCER1_PATHWAY AKT1 BTK CBL CBLB CHUK DOK1 DUSP1 FCER1A FCER1G FCGR2B FER FOS FYN GAB2 GRB2 HCLS1 HRAS IGHE IKBKB IKBKG ITK JUN LAT LAT2 LCP2 LYN MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAP3K1 MAPK1 MAPK3 MAPK8 MS4A2 NFATC2 NFKB1 PAK2 PIK3CA PIK3R1 PLA2G1B PLA2G4A PLCG1 PLD2 PLPP1 PRKCB PTK2 PTPN11 PTPN13 PXN RAF1 RASA1 RELA S1PR1 SHC1 SOS1 SPHK1 SYK VAV1 WIPF1 PID_FGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FGF_PATHWAY AKT1 BGLAP CAMK2A CBL CDH1 CDH2 CTNND1 CTTN FGF1 FGF17 FGF18 FGF19 FGF2 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FOS FRS2 GAB1 GRB2 HGF IL17RD JUN KLB MAPK1 MAPK3 MET MMP9 NCAM1 PAK4 PDPK1 PIK3CA PIK3R1 PLAU PLAUR PLCG1 PTK2B PTPN11 RPS6KA1 RUNX2 SDC2 SHC1 SOS1 SPP1 SPRY2 SRC SSH1 STAT1 STAT5B PID_FOXM1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FOXM1_PATHWAY AURKB BIRC5 BRCA2 CCNA2 CCNB1 CCNB2 CCND1 CCNE1 CDC25B CDK1 CDK2 CDK4 CDKN2A CENPA CENPB CENPF CHEK2 CKS1B CREBBP EP300 ESR1 ETV5 FOS FOXM1 GAS1 GSK3A H2BC1 LAMA4 MAP2K1 MMP2 MYC NEK2 NFATC3 ONECUT1 PLK1 RB1 SKP2 SP1 TGFA XRCC1 PID_FOXO_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FOXO_PATHWAY AKT1 BCL2L11 BCL6 CAT CCNB1 CDK2 CDKN1B CHUK CREBBP CSNK1A1 CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CTNNB1 EP300 FASLG FBXO32 FOXO1 FOXO3 FOXO4 G6PC1 GADD45A IKBKB KAT2B MAPK10 MAPK8 MAPK9 MST1 PLK1 RALA RALB RAN RBL2 SFN SGK1 SIRT1 SKP2 SOD2 USP7 XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZFAND5 PID_FRA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_FRA_PATHWAY ATF4 BGLAP CCL2 CCNA2 CCND1 CDKN2A COL1A2 CXCL8 DCN DMTF1 EP300 FOSL1 FOSL2 GJA1 HMOX1 IL6 ITGB4 IVL JUN JUNB JUND LAMA3 LIF MGP MMP1 MMP2 MMP9 NFATC1 NFATC2 NFATC3 NOS3 PLAU PLAUR SP1 THBD TXLNG USF2 PID_GLYPICAN_1PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_GLYPICAN_1PATHWAY APP BLK CRIPTO FGF2 FGFR1 FGR FLT1 FYN GPC1 HCK LAMA1 LCK LYN NRG1 PLA2G2A PRNP SERPINC1 SLIT2 SMAD2 SRC TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 VEGFA YES1 PID_GMCSF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_GMCSF_PATHWAY CCL2 CISH CSF2 CSF2RA CSF2RB FOS GAB2 GRB2 HRAS IKBKB IRF8 JAK2 KRAS LYN MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS OSM PIK3CA PIK3R1 PIM1 PRKACA PRKACB PRKACG PTPN11 RAF1 SHC1 SOS1 STAT1 STAT3 STAT5A STAT5B SYK YWHAZ PID_HDAC_CLASSIII_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HDAC_CLASSIII_PATHWAY ACSS1 ACSS2 BAX CDKN1A CREBBP EP300 FHL2 FOXO1 FOXO3 FOXO4 H1-4 H4C9 HDAC4 HOXA10 KAT2B MEF2D MYOD1 PPARGC1A SIRT1 SIRT2 SIRT3 SIRT7 TP53 TUBA1B TUBB2A XRCC6 PID_HDAC_CLASSII_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HDAC_CLASSII_PATHWAY ANKRA2 BCL6 BCOR CAMK4 ESR1 GATA1 GATA2 GNB1 GNG2 GRK2 HDAC10 HDAC11 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC9 HSP90AA1 MEF2C NCOR2 NR3C1 RAN RANBP2 RANGAP1 RFXANK SRF SUMO1 TUBA1B TUBB2A UBE2I XPO1 YWHAB YWHAE PID_HDAC_CLASSI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HDAC_CLASSI_PATHWAY CHD3 CHD4 CREBBP EP300 FKBP3 GATA1 GATA2 GATAD2A GATAD2B HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 KAT2B MAX MBD2 MBD3 MBD3L2 MTA2 MXD1 NCOR1 NCOR2 NFKB1 NFKBIA NR2C1 PPARG PRKACA PRMT5 RAN RANBP2 RANGAP1 RBBP4 RBBP7 RELA SAP18 SAP30 SIN3A SIN3B SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 SMAD7 SMG5 SMURF1 SSPOP STAT3 SUMO1 TFCP2 TNF TNFRSF1A UBE2I WDR77 XPO1 YY1 ZFPM1 PID_HEDGEHOG_2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HEDGEHOG_2PATHWAY AKT1 ARRB2 BOC CDON DHH GAS1 GLI2 GRK2 HHAT HHIP IHH LRP2 LRPAP1 PIK3CA PIK3R1 PTCH1 PTCH2 PTHLH SHH SMO STIL TGFB2 PID_HEDGEHOG_GLI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HEDGEHOG_GLI_PATHWAY AKT1 ARRB2 CREBBP CSNK1A1 CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 FBXW11 FOXA2 GLI1 GLI2 GLI3 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ GNB1 GNG2 GSK3B HDAC1 HDAC2 IFT172 IFT88 KIF3A LGALS3 MAP2K1 MTSS1 PIAS1 PRKACA PRKCD PTCH1 RAB23 RBBP4 RBBP7 SAP18 SAP30 SHH SIN3A SIN3B SMO SPOP SSPOP STK36 SUFU XPO1 PID_HES_HEY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HES_HEY_PATHWAY AR ARNT ASCL1 BGLAP CAMK2D CD4 CDKN1B CREBBP CTBP1 E2F1 EP300 GAA GATA1 GATA4 GATA6 GHR HDAC1 HES1 HES6 HEY1 HEY2 HIF1A ID1 JAK2 KDM1A KDR MAML1 MAML2 MYB MYOD1 NCOA1 NCOR1 NCOR2 NEUROG3 NOTCH1 PARP1 PTF1A RB1 RBBP8 RBPJ RCAN1 RUNX2 SPEN STAT3 TCF3 TLE1 TWIST1 YY1 PID_HIF1A_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HIF1A_PATHWAY ARNT CDKN2A COPS5 CUL2 EGLN1 EGLN2 EGLN3 ELOB ELOC HIF1A HIF1AN HIF3A HSP90AA1 NAA10 OS9 RACK1 RBX1 TP53 VHL PID_HIF1_TFPATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HIF1_TFPATHWAY ABCB1 ABCG2 ADM AKT1 ALDOA ARNT BHLHE40 BHLHE41 BNIP3 CA9 CITED2 COPS5 CP CREB1 CREBBP CXCL12 CXCR4 EDN1 EGLN1 EGLN3 ENG ENO1 EP300 EPO ETS1 FECH FOS FURIN GATA2 GCK HDAC7 HIF1A HK1 HK2 HMOX1 HNF4A ID2 IGFBP1 ITGB2 JUN LDHA LEP MCL1 NCOA1 NCOA2 NDRG1 NOS2 NPM1 NT5E PFKFB3 PFKL PGK1 PGM1 PKM PLIN2 RORA SERPINE1 SLC2A1 SMAD3 SMAD4 SP1 TERT TF TFF3 TFRC VEGFA PID_HIF2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HIF2PATHWAY ABCG2 ADORA2A APEX1 ARNT BHLHE40 CITED2 CREBBP EFNA1 EGLN1 EGLN2 EGLN3 EIF3E ELK1 ELOB ELOC EP300 EPAS1 EPO ETS1 FLT1 FXN HIF1AN KDR MMP14 PGK1 POU5F1 SERPINE1 SIRT1 SLC11A2 SLC2A1 SP1 TWIST1 VEGFA VHL PID_HIV_NEF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HIV_NEF_PATHWAY APAF1 BAG4 BCL2 BID BIRC3 CASP2 CASP3 CASP6 CASP7 CASP8 CASP9 CD247 CFLAR CHUK CRADD CYCS DAXX DFFA DFFB FADD FAS FASLG MAP2K7 MAP3K14 MAP3K5 MAPK8 NFKB1 NFKBIA RELA RIPK1 TNF TNFRSF1A TRADD TRAF1 TRAF2 PID_HNF3A_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HNF3A_PATHWAY AP1B1 APOB AR ATP5PF BRCA1 C4BPB CDKN1B CEBPB COL18A1 CREBBP CYP2C18 DSCAM EP300 ESR1 FOS FOXA1 FOXA2 FOXA3 GCG INS JUN KLK3 NCOA3 NDUFV3 NFIA NFIB NFIC NKX3-1 NR2F2 NRIP1 PISD POU2F1 PRDM15 SCGB1A1 SERPINA1 SFTPA1 SFTPA2 SFTPD SHH SOD1 SP1 TFF1 VTN XBP1 PID_HNF3B_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_HNF3B_PATHWAY ABCC8 ACADM ACADVL AFP AKT1 ALAS1 ALB ALDOB APOA1 BDH1 CEBPA CEBPB CEBPD CPT1A CPT1B CPT1C CREB1 DLK1 F2 FOXA1 FOXA2 FOXA3 FOXF1 G6PC1 GCK HADH HMGCS1 HNF1A HNF1B HNF4A IGFBP1 INS KCNJ11 NF1 NKX2-1 NR3C1 PCK1 PDX1 PKLR SLC2A2 SP1 TAT TFRC TTR UCP2 PID_IFNG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IFNG_PATHWAY AKT1 CAMK2A CAMK2B CAMK2D CAMK2G CASP1 CBL CEBPB CREBBP CRKL DAPK1 EP300 IFNG IFNGR1 IL1B IRF1 IRF9 JAK1 JAK2 MAP2K1 MAP3K1 MAP3K11 MAPK1 MAPK3 MTOR PIAS1 PIAS4 PIK3CA PIK3R1 PRKCD PTGES2 PTPN11 PTPN2 RAP1A RAP1B RAPGEF1 SMAD7 SOCS1 STAT1 STAT3 PID_IGF1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IGF1_PATHWAY AKT1 BAD BCAR1 CRK CRKL GRB10 GRB2 HRAS IGF1R IRS1 IRS2 NCK2 PDPK1 PIK3CA PIK3R1 PRKCD PRKCZ PRKD1 PTK2 PTPN1 PTPN11 PXN RACK1 RAF1 RPS6KB1 SHC1 SOS1 YWHAE YWHAZ PID_IL12_2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL12_2PATHWAY ATF2 B2M CCL3 CCL4 CCR5 CD247 CD3D CD3E CD3G CD4 CD8A CD8B EOMES FASLG FOS GADD45B GADD45G GZMA GZMB HLA-A HLA-DRA HLX IFNG IL12A IL12B IL12RB1 IL12RB2 IL18 IL18R1 IL18RAP IL1B IL1R1 IL2 IL2RA IL2RB IL2RG IL4 JAK2 LCK MAP2K3 MAP2K6 MAPK14 MTOR NFKB1 NFKB2 NOS2 PPP3CA PPP3CB PPP3R1 RAB7A RELA RELB RIPK2 SOCS1 SPHK2 STAT1 STAT3 STAT4 STAT5A STAT6 TBX21 TYK2 PID_IL12_STAT4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL12_STAT4_PATHWAY CD247 CD28 CD3D CD3E CD3G CD4 CD80 CD86 CREBBP ETV5 FOS HLA-DRA IFNG IL13 IL18 IL18R1 IL18RAP IL2 IL2RA IRF1 JUN MAPK8 MAPK9 PIAS2 PPP3CA PPP3CB PPP3R1 PRF1 STAT3 STAT4 TBX21 TGFB1 PID_IL1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL1_PATHWAY CASP1 CHUK ERC1 IKBKB IKBKG IL1A IL1B IL1R1 IL1R2 IL1RAP IL1RN IRAK1 IRAK3 IRAK4 JUN MAP2K6 MAP3K3 MAP3K7 MAPK8 MYD88 NFKB1 PIK3CA PIK3R1 PRKCI PRKCZ RELA SQSTM1 TAB1 TAB2 TICAM2 TOLLIP TRAF6 UBE2N UBE2V1 PID_IL23_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL23_PATHWAY ALOX12B CCL2 CD3E CD4 CXCL1 CXCL9 IFNG IL12B IL12RB1 IL17A IL17F IL18 IL18R1 IL18RAP IL19 IL1B IL2 IL23A IL23R IL24 IL6 ITGA3 JAK2 MPO NFKB1 NFKBIA NOS2 PIK3CA PIK3R1 RELA SOCS3 STAT1 STAT3 STAT4 STAT5A TNF TYK2 PID_IL27_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL27_PATHWAY EBI3 GATA3 IFNG IL12A IL12B IL12RB1 IL12RB2 IL17A IL18 IL1B IL2 IL27 IL27RA IL6 IL6ST JAK1 JAK2 STAT1 STAT2 STAT3 STAT4 STAT5A TBX21 TGFB1 TNF TYK2 PID_IL2_1PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL2_1PATHWAY BCL2 CDK2 CISH DOK2 FOS FYN GAB2 GRB2 HRAS IFNG IKZF3 IL2 IL2RA IL2RB IL2RG IRS1 IRS2 JAK1 JAK3 JUN KRAS LCK MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAPK2 MYC NRAS PIK3CA PIK3R1 PPP2R5D PRKCB PRKCE PTK2B PTPN11 RAF1 RASA1 RHOA SHC1 SOCS1 SOCS2 SOCS3 SOS1 STAM STAM2 STAT1 STAT3 STAT5A STAT5B SYK PID_IL2_PI3K_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL2_PI3K_PATHWAY AKT1 BCL2 BCL2L1 E2F1 EIF3A FOXO3 GAB2 GRB2 HSP90AA1 IL2 IL2RA IL2RB IL2RG JAK1 JAK3 LCK MTOR MYB MYC NFKB1 PIK3CA PIK3R1 PRKCZ PTPN11 RAC1 RELA RPS6 RPS6KB1 SGMS1 SHC1 SMPD1 SOS1 TERT UGCG PID_IL2_STAT5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL2_STAT5_PATHWAY BCL2 BCL2L1 CCNA2 CCND2 CCND3 CDK6 ELF1 FASLG FOXP3 GAB2 GRB2 IL2 IL2RA IL2RB IL2RG IL4 JAK1 JAK3 LCK LTA MYC PIK3CA PIK3R1 PRF1 PTPN11 SHC1 SOS1 SP1 STAT5A STAT5B PID_IL3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL3_PATHWAY BCL2L1 CEBPB CISH CNKSR1 CSF2RB GAB2 GRB2 HDAC1 ID1 IL3 IL3RA JAK2 OSM PIK3CA PIK3R1 PIM1 PRKACA PRKACB PRKACG PTPN11 SHC1 SRP9 STAT5A STAT5B YWHAG YWHAZ PID_IL4_2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL4_2PATHWAY AICDA AKT1 ALOX15 ARG1 BCL2L1 BCL6 CBL CCL11 CCL17 CCL26 CD40LG CEBPB COL1A1 COL1A2 DOK2 EGR2 ETS1 FCER2 FES GRB2 GTF3A HMGA1 IGHE IGHG1 IGHG3 IL10 IL13RA1 IL13RA2 IL2RG IL4 IL4R IL5 IRF4 IRS1 IRS2 ITGB3 JAK1 JAK2 JAK3 LTA MAPK14 MTOR MYB MYBL1 OPRM1 PARP14 PIGR PIK3CA PIK3R1 PTPN6 RETNLB RPS6KB1 SELP SHC1 SOCS1 SOCS3 SOCS5 SP1 SPI1 STAT5A STAT5B STAT6 TFF3 THY1 PID_IL5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL5_PATHWAY CISH CSF2RB GRB2 IL5 IL5RA JAK2 LYN PIK3CA PIK3R1 PIM1 PTPN11 SDCBP STAT5A STAT5B PID_IL6_7_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL6_7_PATHWAY A2M AKT1 BCL2L1 CEBPB CEBPD CRP FGG FOS FOXO1 GAB1 GAB2 GRB2 HCK HSP90B1 IL6 IL6R IL6ST IRF1 JAK1 JAK2 JUN JUNB LBP LMO4 MAP2K4 MAP2K6 MAPK11 MAPK14 MCL1 MITF MYC PIAS1 PIAS3 PIK3CA PIK3R1 PRKCD PTPN11 PTPRE RAC1 SOCS3 SOS1 STAT1 STAT3 TIMP1 TNFSF11 TYK2 VAV1 PID_IL8_CXCR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL8_CXCR1_PATHWAY AKT1 ARRB1 ARRB2 CBL CXCL8 CXCR1 DNM1 FGR GNA14 GNA15 GNAI2 GNB1 GNG2 GRK2 HCK LYN PDPK1 PIK3CG PIK3R6 PLCB1 PLCB2 PLCB3 PLD1 PRKCA PRKCB PRKCE PRKCG RAB5A PID_IL8_CXCR2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_IL8_CXCR2_PATHWAY AKT1 ARRB1 ARRB2 CBL CXCL8 CXCR2 DNM1 DOCK2 ELMO1 FGR GNA14 GNA15 GNAI2 GNB1 GNG2 HCK LYN PDPK1 PIK3CG PIK3R6 PLCB1 PLCB2 PLCB3 PLD2 PPP2CA PPP2R1A PRKCA PRKCB PRKCG RAB11A RAB5A RAB7A RAC2 VASP PID_ILK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_ILK_PATHWAY ACTN1 AKT1 ARHGEF6 ARHGEF7 AURKA CCND1 CDC37 CDC42 CKAP5 CREB1 CTNNB1 DIAPH1 ELMO2 GIT2 GSK3B HSP90AA1 ILK ILKAP IQGAP1 JUN LIMS1 LIMS2 MYL9 NACA NCK2 PARP1 PARVA PARVB PARVG PPP1R12A PPP1R14A PPP1R14B PPP1R14C PXN RAC1 RHOG RICTOR RUVBL1 RUVBL2 SNAI1 TACC3 TNS1 XPO1 ZEB1 ZYX PID_INSULIN_GLUCOSE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INSULIN_GLUCOSE_PATHWAY AKT1 AKT2 ASIP GSK3B GYS1 INS INSR LNPEP PPP1CC PPP1R3A PRKCI PRKCZ RHOQ SFN SLC2A4 STX4 STXBP4 TBC1D4 TRIP10 VAMP2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_INSULIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INSULIN_PATHWAY AKT1 AKT2 CAV1 CBL CRK DOK1 EIF4EBP1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 F2RL2 FOXO3 GRB10 GRB14 GRB2 HRAS INS INSR IRS1 NCK1 NCK2 PARD6A PDPK1 PIK3CA PIK3R1 PRKCI PRKCZ PTPN1 PTPN11 PTPRA RAPGEF1 RASA1 RHOQ RPS6KB1 SGK1 SH2B2 SHC1 SORBS1 SOS1 TRIP10 PID_INTEGRIN1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN1_PATHWAY CD14 CD81 COL11A1 COL11A2 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 CSPG4 F13A1 FBN1 FGA FGB FGG FN1 IGSF8 ITGA1 ITGA10 ITGA11 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 JAM2 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 MDK NID1 NPNT PLAU PLAUR SPP1 TGFBI TGM2 THBS1 THBS2 TNC VCAM1 VEGFA VTN PID_INTEGRIN2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN2_PATHWAY C3 CCN1 CD40LG F10 F11R FCGR2A FGA FGB FGG GP1BA ICAM1 ICAM2 ICAM3 ICAM4 ITGAD ITGAL ITGAM ITGAX ITGB2 JAM3 KNG1 PLAT PLAU PLAUR PROC SPON2 TGFBI THY1 VCAM1 PID_INTEGRIN3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN3_PATHWAY CCN1 CD47 COL1A1 COL1A2 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 EDIL3 F11R FBN1 FGA FGB FGG FN1 HMGB1 IBSP ITGA2B ITGAV ITGB3 KDR L1CAM LAMA4 LAMB1 LAMC1 PDGFB PDGFRB PECAM1 PLAU PLAUR PVR SDC1 SDC4 SPHK1 SPP1 TGFBI TGFBR2 THBS1 THY1 TNC VEGFA VTN PID_INTEGRIN4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN4_PATHWAY ITGA6 ITGB4 LAMA1 LAMA2 LAMA3 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 PID_INTEGRIN5_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN5_PATHWAY CCN1 EDIL3 FBN1 FN1 ITGA4 ITGAV ITGB5 ITGB6 ITGB7 ITGB8 MADCAM1 PLAU PLAUR SDC1 TGFBR1 VCAM1 VTN PID_INTEGRIN_A4B1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN_A4B1_PATHWAY ABI1 ADAM28 ARF6 BCAR1 CD14 CD81 CRK DOCK1 FN1 GIT1 IGSF8 ITGA4 ITGB1 JAM2 JAML MDK MYH2 PRKACA PRKACB PRKAR1A PRKAR1B PTK2 PTK2B PTPRA PXN RAC1 SPP1 SRC THBS1 THBS2 TLN1 VCAM1 YWHAZ PID_INTEGRIN_A9B1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN_A9B1_PATHWAY ADAM12 ADAM15 ADAM2 ADAM8 BCAR1 CSF2 CSF2RA F13A1 FN1 ITGA9 ITGB1 KCNJ15 NOS2 PAOX PXN RAC1 SAT1 SPP1 SRC TGM2 TNC VCAM1 VEGFA VEGFC VEGFD PID_INTEGRIN_CS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_INTEGRIN_CS_PATHWAY ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 PID_KIT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_KIT_PATHWAY AKT1 BAD BCL2 CBL CREBBP CRKL DOK1 EPO EPOR FER FOXO3 GAB1 GRAP2 GRB10 GRB2 GSK3B HRAS JAK2 KIT KITLG LYN MAP2K1 MAP2K2 MAP4K1 MAPK3 MAPK8 MATK MITF PDPK1 PIK3C2B PIK3CA PIK3R1 PTEN PTPN11 PTPN6 PTPRO RAF1 RPS6KB1 SH2B2 SH2B3 SHC1 SNAI2 SOCS1 SOS1 SPRED1 SPRED2 STAP1 STAT1 STAT3 STAT5A TEC VAV1 PID_LIS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LIS1_PATHWAY ABL1 CDC42 CDK5 CDK5R1 CDK5R2 CLIP1 CSNK2A1 DAB1 DCX DYNC1H1 DYNLT1 IQGAP1 KATNA1 LRP8 LRPAP1 MAP1B NDEL1 NUDC PAFAH1B1 PAFAH1B2 PAFAH1B3 PLA2G7 PPP2R5D RAC1 RELN RHOA VLDLR YWHAE PID_LKB1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LKB1_PATHWAY AKT1S1 BRSK1 BRSK2 CAB39 CDC37 CREB1 CRTC2 CTSD ESR1 ETV4 EZR GSK3B HSP90AA1 MAP2 MAPT MARK2 MARK4 MLST8 MTOR MYC PRKAA1 PRKAA2 PRKAB1 PRKACA PRKAG1 PSEN2 RPTOR SFN SIK1 SIK2 SIK3 SMAD4 SMARCD3 STK11 STK11IP STK26 STRADA STRADB TP53 TSC1 TSC2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_LPA4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LPA4_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CREB1 GNAL LPAR4 PRKACA PRKCE RPS6KA5 PID_LYMPH_ANGIOGENESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LYMPH_ANGIOGENESIS_PATHWAY AKT1 COL1A1 COL1A2 CREB1 CRK FLT4 FN1 GRB2 ITGA1 ITGA2 ITGA4 ITGA5 ITGB1 MAP2K4 MAPK1 MAPK11 MAPK14 MAPK3 PIK3CA PIK3R1 RPS6KA1 SHC1 SOS1 VEGFC VEGFD PID_LYSOPHOSPHOLIPID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_LYSOPHOSPHOLIPID_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRA1B AKT1 ARHGEF1 BCAR1 CASP3 CRK CXCL8 EGFR FOS GAB1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ GNB1 GNG2 GSK3B HBEGF HRAS IL6 JUN LPAR1 LPAR2 LPAR3 LPAR4 LYN MAPT MMP2 MMP9 NFKB1 NFKBIA NHERF2 PIK3CB PIK3R1 PLCB3 PLCG1 PLD2 PRKCD PRKCE PRKD1 PTK2 PTK2B PXN RAC1 RELA RHOA SRC TIAM1 TRIP6 PID_MAPK_TRK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MAPK_TRK_PATHWAY BRAF CDK5 CDK5R1 CREB1 EGR1 EHD4 ELK1 FOS HRAS KRAS MAP2K1 MAP2K3 MAP2K5 MAP2K6 MAP3K2 MAPK1 MAPK14 MAPK3 MAPK7 MAPKAPK2 MEF2C NRAS NTF3 PRKCD RAF1 RAP1A RAP1B RIT1 RIT2 RPS6KA1 RPS6KA5 RUSC1 SRF TRPV1 PID_MET_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MET_PATHWAY AKT1 AKT1S1 AKT2 APC ARF6 ARHGEF4 BAD BCAR1 CBL CDC42 CDH1 CRK CRKL CTNNA1 CTNNB1 DEPTOR EGR1 EIF4E EIF4EBP1 EPS15 ETS1 F2RL2 GAB1 GAB2 GRB2 HGF HGS HRAS INPPL1 JUN KPNB1 MAP2K1 MAP2K2 MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 MET MLST8 MTOR MUC20 NCK1 NCK2 NUMB PAK1 PAK2 PAK4 PARD6A PDPK1 PIK3CA PIK3R1 PLCG1 PRKCI PRKCZ PTK2 PTPN1 PTPN11 PTPN2 PTPRJ PXN RAB5A RAC1 RAF1 RANBP10 RANBP9 RAP1A RAP1B RAPGEF1 RHOA RIN2 RPTOR SH3GL2 SH3KBP1 SHC1 SNAI1 SOS1 SRC WASL PID_MTOR_4PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MTOR_4PATHWAY AKT1 AKT1S1 ATG13 BNIP3 BRAF CCNE1 CDK2 CLIP1 CYCS DDIT4 DEPTOR EEF2 EEF2K EIF4A1 EIF4B EIF4E EIF4EBP1 FBXW11 HRAS IKBKB IRS1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MAPKAP1 MLST8 MTOR NRAS PDCD4 PDPK1 PLD1 PLD2 PML POLDIP3 PPARGC1A PRKCA PRR5 PXN RAC1 RAF1 RB1CC1 RHEB RHOA RICTOR RPS6KA1 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD RRN3 SFN SGK1 SREBF1 SSPOP TSC1 TSC2 ULK1 ULK2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ YY1 PID_MYC_ACTIV_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MYC_ACTIV_PATHWAY ACTL6A BAX BCAT1 BIRC5 BMI1 CAD CCNB1 CCND2 CDC25A CDCA7 CDK4 CREBBP DDX18 E2F3 EIF2S1 EIF4A1 EIF4E EIF4G1 ENO1 EP300 FOSL1 GAPDH GPAM HMGA1 HSP90AA1 HSPA4 HSPD1 HUWE1 ID2 IREB2 KAT2A KAT5 KIR3DL1 LDHA LIN28B MAX MMP9 MTA1 MTDH MYC MYCT1 NBN NCL NDUFAF2 NME1 NME2 NPM1 ODC1 PDCD10 PEG10 PFKM PIM1 PMAIP1 POLR3D PRDX3 PTMA RCC1 RIOX2 RPL11 RUVBL1 RUVBL2 SERPINI1 SHMT1 SLC2A1 SMAD3 SMAD4 SNAI1 SUPT3H SUPT7L TAF10 TAF12 TAF4B TAF9 TERT TFRC TK1 TP53 TRRAP UBTF PID_MYC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MYC_PATHWAY ACTL6A AXIN1 CDKN2A FBXW7 GSK3B HBP1 KAT2A KAT5 MAX MYC PAK2 PIN1 PML PPP2CA PPP2R5A RUVBL1 RUVBL2 SKP2 SUPT3H SUPT7L TAF10 TAF12 TAF9 TRRAP ZBTB17 PID_MYC_REPRESS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_MYC_REPRESS_PATHWAY ALDH9A1 BCL2 BRCA1 CCL5 CCND1 CDKN1A CDKN1B CDKN2B CEBPA CEBPD CFLAR CLU COL1A2 CREB1 CSDE1 DDIT3 DKK1 DNMT3A DNTT EP300 ERBB2 FOXO3 FTH1 GADD45A GFI1 GTF2H2 HDAC1 HDAC3 HMGCS2 ID2 IRF8 ITGA6 ITGB1 ITGB4 LGALS1 MAX MXD4 MYC NDRG1 NDRG2 NFYA NFYB NFYC PDGFRB PTPA RBL1 S100A7 SFRP1 SFXN3 SLC11A1 SMAD2 SMAD3 SMAD4 SP1 SPI1 TBP TJP2 TMEFF2 TMEM126A TSC2 WNT5A ZBTB17 ZFP36L1 PID_NCADHERIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NCADHERIN_PATHWAY AXIN1 CAMK2G CDC42 CDH2 CNR1 CTNNA1 CTNNB1 CTNND1 CTTN DAGLA DAGLB DCTN1 FER FGFR1 GAP43 GJA1 GRIA2 GSN JUP KIF5B LRP5 MAPK8 MAPRE1 MYL2 PIK3CA PIK3R1 PIP5K1C PLCG1 PTPN1 PTPN11 RAC1 RHOA ROCK1 PID_NECTIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NECTIN_PATHWAY AFDN CDC42 CDH1 CLDN1 CRK CTNNA1 CTNNB1 F11R FARP2 IQGAP1 ITGAV ITGB3 NECTIN1 NECTIN2 NECTIN3 PDGFB PDGFRB PIK3CA PIK3R1 PIP5K1C PTK2 PTPRM PVR RAC1 RAP1A RAP1B RAPGEF1 SRC TLN1 VAV2 PID_NEPHRIN_NEPH1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NEPHRIN_NEPH1_PATHWAY AKT1 ARRB2 BAD CD2AP F2RL2 FYN GRB2 JUN KIRREL1 MAP2K4 MAPK10 MAPK8 MAPK9 NCK1 NCK2 NPHS1 NPHS2 PARD6A PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PRKCI PRKCZ RAC1 TJP1 TRPC6 WASL PID_NETRIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NETRIN_PATHWAY AGAP2 BCAR1 CAMK2A CDC42 DAPK1 DCC DOCK1 ELMO1 FYN MAP1B MAP2K1 MAP2K2 MAPK1 MAPK3 MYO10 NCK1 NTN1 PAK1 PIK3CA PIK3R1 PITPNA PLCG1 PTK2 RAC1 RHOA SRC TRIO UNC5A UNC5B UNC5C WASL YES1 PID_NFAT_3PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NFAT_3PATHWAY AKAP5 BAD BCL2 BCL2L1 CABIN1 CAMK4 CASP3 CHP1 CREBBP CSNK1A1 CSNK2A1 EP300 FKBP1A FKBP8 GSK3B KPNA2 KPNB1 MAP3K1 MAP3K8 MAPK14 MAPK3 MAPK8 MAPK9 MEF2D NFATC1 NFATC2 NFATC3 NR4A1 NUP214 PIM1 PPP3CA PPP3CB PPP3R1 PRKACA PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ RAN RCAN1 RCAN2 SFN XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_NFAT_TFPATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NFAT_TFPATHWAY BATF3 CASP3 CBLB CD40LG CDK4 CSF2 CTLA4 CXCL8 DGKA E2F1 EGR1 EGR2 EGR3 EGR4 FASLG FOS FOSL1 FOXP3 GATA3 GBP3 IFNG IKZF1 IL2 IL2RA IL3 IL4 IL5 IRF4 ITCH JUN JUNB MAF NFATC1 NFATC2 NFATC3 POU2F1 PPARG PRKCQ PTGS2 PTPN1 PTPRK RNF128 SLC3A2 TBX21 TNF PID_NFKAPPAB_ATYPICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NFKAPPAB_ATYPICAL_PATHWAY ARRB2 BCL3 CSNK2A1 CSNK2A2 CSNK2B IKBKB LCK MAPK14 NFKB1 NFKBIA PIK3CA PIK3R1 REL RELA SRC SSPOP SYK PID_NFKAPPAB_CANONICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NFKAPPAB_CANONICAL_PATHWAY ATM BCL10 BIRC2 CHUK CYLD ERC1 IKBKB IKBKG MALT1 NFKB1 NFKBIA NOD2 PRKCA RAN RELA RIPK2 SSPOP TNF TNFAIP3 TNFRSF1A TRAF6 UBE2D3 XPO1 PID_NOTCH_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_NOTCH_PATHWAY ADAM10 ADAM12 APH1A APH1B CBL CCND1 CDKN1A CNTN1 CNTN6 CTBP1 CUL1 DLK1 DLL1 DLL3 DLL4 DNER DNM1 DTX1 ENO1 EP300 EPS15 FBXW7 FURIN GATA3 HDAC1 IL4 ITCH JAG1 JAG2 KDM1A LNX1 MAML1 MAML2 MARK2 MFAP2 MFAP5 MIB1 MYC MYCBP NCOR1 NCOR2 NCSTN NEURL1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB PSEN1 PSENEN PTCRA RAB11A RBBP8 RBPJ SKP1 SKP2 SPEN SSPOP YY1 PID_P38_ALPHA_BETA_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_ALPHA_BETA_DOWNSTREAM_PATHWAY ATF1 ATF2 ATF6 CEBPB CREB1 CSNK2A1 CSNK2A2 CSNK2B DDIT3 EIF4E EIF4EBP1 ELK4 ESR1 GDI1 HBP1 HSPB1 JUN KRT19 KRT8 MAPK11 MAPK14 MAPKAPK2 MAPKAPK3 MAPKAPK5 MEF2A MEF2C MITF MKNK1 NOS2 PLA2G4A PPARGC1A PTGS2 RAB5A RPS6KA4 RPS6KA5 SLC9A1 TP53 USF1 PID_P38_ALPHA_BETA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_ALPHA_BETA_PATHWAY BLK CCM2 CDC42 DUSP1 DUSP10 DUSP16 DUSP8 FGR FYN HCK LCK LYN MAP2K3 MAP2K4 MAP2K6 MAP3K12 MAP3K3 MAPK11 MAPK14 PAK1 PAK2 PAK3 RAC1 RALA RALB RIPK1 SRC TAB1 TRAF6 YES1 PID_P38_GAMMA_DELTA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_GAMMA_DELTA_PATHWAY CCND1 EEF2K MAP2K3 MAP2K6 MAP3K20 MAPK12 MAPK13 MAPT PKN1 SNTA1 STMN1 PID_P38_MK2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_MK2_PATHWAY CDC25B CREB1 ETV1 HSPB1 LSP1 MAPK11 MAPK14 MAPKAPK2 MAPKAPK3 RAF1 SFN SRF TCF3 TH TSC2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_P38_MKK3_6PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P38_MKK3_6PATHWAY ATM CAMK2B CCM2 GADD45A GADD45B GADD45G MAP2K3 MAP2K6 MAP3K1 MAP3K10 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAPK11 MAPK14 RAC1 TAB1 TAB2 TAOK1 TAOK2 TAOK3 TRAF2 TRAF6 TXN PID_P53_DOWNSTREAM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P53_DOWNSTREAM_PATHWAY AFP AIFM2 APAF1 APC ARID3A ATF3 BAK1 BAX BBC3 BCL2 BCL2A1 BCL2L1 BCL2L14 BCL2L2 BCL6 BDKRB2 BID BNIP3L BTG2 CARM1 CASP1 CASP10 CASP6 CAV1 CCNB1 CCNG1 CCNK CD82 CDKN1A CEBPZ COL18A1 COP1 CREBBP CSE1L CTSD CX3CL1 DDB2 DDIT4 DDX5 DGCR8 DKK1 DROSHA DUSP1 DUSP5 E2F1 E2F2 E2F3 EDN2 EGFR EP300 EPHA2 FAS FDXR FOXA1 GADD45A GDF15 GPX1 HDAC2 HGF HIC1 HTT IGFBP3 IRF5 JMY JUN KAT2A LIF MAP4K4 MCL1 MDM2 MET MLH1 MMP2 MSH2 NDRG1 NFYA NFYB NFYC NLRC4 PCBP4 PCNA PERP PIDD1 PLK3 PMAIP1 PML PMS2 POU4F1 POU4F2 PPM1J PPP1R13B PRDM1 PRKAB1 PRMT1 PTEN PYCARD RB1 RCHY1 RGCC RNF144B RPS27L RRM2B S100A2 SCN3B SERPINB5 SERPINE1 SESN1 SFN SH2D1A SMARCA4 SNAI2 SP1 SPP1 STEAP3 TADA2B TAF9 TAP1 TFDP1 TGFA TIGAR TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TP53 TP53BP2 TP53I3 TP53INP1 TP63 TP73 TRIAP1 TRRAP TSC2 TYRP1 VCAN VDR ZNF385A PID_P53_REGULATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P53_REGULATION_PATHWAY ABL1 AKT1 ATM ATR CCNA2 CCNG1 CDK2 CDKN2A CHEK1 CHEK2 COP1 CREBBP CSE1L CSNK1A1 CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 DAXX DYRK2 E4F1 EP300 FBXO11 GSK3B HIPK2 HUWE1 KAT2B KAT5 KAT8 KMT5A MAPK14 MAPK8 MAPK9 MDM2 MDM4 NEDD8 PIN1 PPM1D PPP1R13L PPP2CA PRKCD PRMT5 PTPA RASSF1 RCHY1 RPL11 RPL23 RPL5 SETD7 SKP2 SMYD2 TP53 TP53AIP1 TRIM28 TTC5 UBE2D1 USP7 YY1 PID_P73PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P73PATHWAY ABL1 ADA AEN AFP BAK1 BAX BBC3 BCL2L11 BIN1 BRCA2 BUB1 BUB3 CASP2 CCNA2 CCNB1 CCNE2 CDK1 CDK2 CDK6 CDKN1A CHEK1 CLCA2 DCP1B DEDD EP300 FAS FASN FBXO45 FLOT2 FOXO3 GATA1 GDF15 GRAMD4 HAGH HEY2 HSF1 IL1RAP IL4R ITCH JAG2 JAK1 KAT5 MAPK11 MAPK14 MDM2 MYC NDUFS2 NEDD4L NSG1 NTRK1 PEA15 PFDN5 PIN1 PLK1 PLK3 PLPP1 PML PRKACB RACK1 RAD51 RB1 RCHY1 RELA RNF43 S100A2 SERPINA1 SERPINE1 SFN SIRT1 SP1 TP53AIP1 TP53I3 TP63 TP73 TUBA1A UBE4B WT1 WWOX YAP1 PID_P75_NTR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_P75_NTR_PATHWAY ADAM17 AKT1 APAF1 APH1A APH1B APP ARHGDIA BAD BCL2L11 BDNF BEX1 BEX3 BIRC2 BIRC3 CASP3 CASP6 CASP9 CHUK CYCS DIABLO E2F1 FURIN IKBKB IKBKG IRAK1 MAG MAGED1 MAGEH1 MAPK10 MAPK8 MAPK9 MMP3 MMP7 MYD88 NCSTN NDN NGF NGFR NSMCE3 NTF3 NTF4 NTRK1 OMG PIK3CA PIK3R1 PLG PRDM4 PRKACB PRKCI PRKCZ PSEN1 PSENEN RAC1 RHOA RHOB RHOC RIPK2 RTN4 RTN4R SHC1 SMPD2 SORT1 SQSTM1 TP53 TRAF6 XIAP YWHAE ZNF274 PID_PDGFRA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PDGFRA_PATHWAY CAV1 CAV3 CRK CRKL CSNK2A1 ELK1 FOS GRB2 IFNG ITGAV JAK1 JUN PDGFRA PIK3CA PIK3R1 PLCG1 RAPGEF1 SHB SHC1 SHF SOS1 SRF PID_PDGFRB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PDGFRB_PATHWAY ABI1 ABL1 ACTA2 ACTN4 ACTR2 ACTR3 AFDN ARAP1 ARHGAP35 ARHGDIA ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BCAR1 BLK BRAF BRK1 CBL CRK CSK CTTN CYFIP2 DNM2 DOCK4 DOK1 EIF2AK2 ELK1 EPS8 FGR FOS FYN GAB1 GRB10 GRB2 HCK HRAS IQGAP1 ITGAV ITGB3 JAK2 JUN JUND KRAS KSR1 LCK LRP1 LYN MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MYC MYOCD NCK1 NCK2 NCKAP1 NHERF1 NHERF2 NRAS PAG1 PAK1 PDGFB PDGFRB PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PIN1 PLA2G4A PLCG1 PPP2CA PPP2R1A PPP2R2B PRKCA PRKCD PRKCE PTEN PTPN1 PTPN11 PTPN2 PTPRJ RAB4A RAB5A RAC1 RAF1 RAP1A RAP1B RAPGEF1 RASA1 RHOA RPS6KA3 S1PR1 SFN SHC1 SIPA1 SLA SOS1 SPHK1 SRC SRF STAT1 STAT3 STAT5A STAT5B TAGLN USP6NL VAV2 WASF2 WASL YES1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_PI3KCI_AKT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PI3KCI_AKT_PATHWAY AKT1 AKT2 AKT3 BAD BCL2L1 CASP9 CDKN1A CDKN1B CHUK FOXO1 FOXO3 FOXO4 GSK3A GSK3B HSP90AA1 KPNA1 MAP3K5 MAPKAP1 MLST8 MTOR PDPK1 PRKACA PRKDC RAF1 RICTOR SFN SLC2A4 SRC TBC1D4 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_PI3KCI_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PI3KCI_PATHWAY ADAP1 ARAP3 ARF1 ARF5 ARF6 BLK BLNK BTK CYTH1 CYTH2 CYTH3 DAPP1 FGR FOXO3 FYN HCK HRAS HSP90AA1 INPPL1 ITK KRAS LAT LCK LYN NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLCG1 PLCG2 PLEKHA1 PLEKHA2 PTEN RAC1 RAP1A RHOA SGK1 SRC SYK YES1 ZAP70 PID_PI3K_PLC_TRK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PI3K_PLC_TRK_PATHWAY AGAP2 AKT1 BAD CAMK2A CAMK4 CCND1 CREB1 EGR1 EPB41L1 FOXO3 GAB1 GRB2 GSK3B HRAS KRAS NGF NRAS NTRK1 PDPK1 PIK3CA PIK3R1 PLCG1 PRKCD SFN SHC1 SOS1 SRC STAT5A TRPC3 TRPV1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ PID_PLK1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PLK1_PATHWAY AURKA BORA BUB1 BUB1B CCNB1 CDC14B CDC20 CDC25B CDC25C CDK1 CENPE CENPU CLSPN ECT2 ERCC6L FBXO5 FBXW11 FZR1 GOLGA2 GORASP1 INCENP KIF20A KIF2A KIZ NDC80 NINL NUDC ODF2 PAK1 PLK1 PPP1CB PPP1R12A PPP2CA PPP2R1A PRC1 RAB1A RHOA ROCK2 SGO1 SPC24 SSPOP STAG2 TPT1 TPX2 TUBG1 WEE1 PID_PRL_SIGNALING_EVENTS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PRL_SIGNALING_EVENTS_PATHWAY AGT ATF5 BCAR1 CCNA2 CCNE1 CDK2 CDKN1A EGR1 ITGA1 ITGB1 MAPK1 MAPK3 PTP4A1 PTP4A2 PTP4A3 RABGGTA RABGGTB RAC1 RHOA RHOC ROCK1 SRC TUBA1B PID_PS1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PS1_PATHWAY ADAM10 APC APH1A APH1B AXIN1 CCND1 CREBBP CSNK1A1 CSNK2A1 CTBP1 CTNNB1 DKK1 DKK2 DLL1 DTX1 DVL1 FBXW11 FOS FRAT1 FZD1 GSK3B HDAC1 HNF1A JUN KREMEN2 LRP6 MAP3K7 MAPK1 MAPK3 MYC NCSTN NEDD4 NKD1 NLK NOTCH1 PPARD PPP2R5D PSEN1 PSENEN RBPJ SSPOP TAB1 TLE1 TLE5 WIF1 WNT1 PID_PTP1B_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_PTP1B_PATHWAY AKT1 BCAR1 BLK CAPN1 CAV1 CDH2 CRK CSF1 CSF1R CSK CSN2 DOK1 EGF EGFR FCGR2A FER FGR FYN GRB2 HCK INS INSR IRS1 ITGA2B ITGB3 JAK2 LAT LCK LEP LEPR LYN NOX4 PDGFB PDGFRB PIK3CA PIK3R1 PRL PRLR PTPN1 RHOA SHC1 SOCS3 SPRY2 SRC STAT3 STAT5A STAT5B TRPV6 TXN TYK2 YBX1 YES1 PID_RAC1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RAC1_PATHWAY ABI1 ABI2 ACTR2 ACTR3 ARHGAP5 ARHGDIA ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATF2 BAIAP2 BCAR1 BRK1 CDH1 CFL1 CRK CTNNA1 CTNNB1 CYBA CYBB CYFIP2 IQGAP1 IQGAP3 JUN LIMK1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAPK14 MAPK8 MAPK9 NCF1 NCF2 NCKAP1 NOX1 NOXA1 NOXO1 PAK1 PAK2 PIP5K1A PIP5K1B PIP5K1C PLCB2 RAC1 RACGAP1 STAT3 STAT5A WASF1 WASF2 PID_RAC1_REG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RAC1_REG_PATHWAY ABI1 ABR ARHGAP1 ARHGAP17 ARHGAP9 ARHGDIA ARHGEF2 ARHGEF25 ARHGEF6 ARHGEF7 BCR CHN1 CHN2 DEF6 DOCK1 DOCK2 DOCK6 ELMO1 EPS8 KALRN MCF2 NGEF PREX1 PREX2 RAC1 RACGAP1 RALBP1 RAP1GDS1 RASGRF1 RASGRF2 SOS1 SPATA13 TIAM1 TIAM2 TRIO VAV1 VAV2 VAV3 PID_RANBP2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RANBP2_PATHWAY HDAC1 HDAC4 MDM2 PIAS1 PIAS2 RAN RANBP2 RANGAP1 SUMO1 UBE2I XPO1 PID_RAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RAS_PATHWAY CAMK2B DAB2IP GRB2 HRAS KRAS LGALS1 LGALS3 NF1 NRAS PLCE1 PRKCA PRKCB PRKCE PRKCZ RABGEF1 RASA1 RASA2 RASA4 RASAL1 RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RIN1 RRAS SOS1 SOS2 SYNGAP1 PID_RB_1PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RB_1PATHWAY AATF ABL1 ATF2 ATF7 BGLAP BRD2 CBX4 CCNA2 CCND1 CCND2 CCND3 CCNE1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CEBPA CEBPB CEBPD CKM CREBBP CSF2 CTBP1 DNMT1 E2F1 E2F2 E2F3 E2F4 ELF1 EP300 GSC HDAC1 HDAC3 JUN MAPK11 MAPK14 MAPK9 MDM2 MEF2C MET MITF MYOD1 PAX3 PPARG PPP2CA PPP2R3B RAF1 RB1 RBBP4 RBP2 RUNX2 SFTPD SIRT1 SKP2 SMARCA4 SMARCB1 SPI1 SUV39H1 TAF1 TBP TFDP1 TGFB2 UBTF PID_REELIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_REELIN_PATHWAY AKT1 ARHGEF2 CBL CDK5 CDK5R1 CRKL DAB1 FYN GRIN2A GRIN2B GSK3B ITGA3 ITGB1 LRP8 LRPAP1 MAP1B MAP2K7 MAP3K11 MAPK8 MAPT NCK2 PAFAH1B1 PIK3CA PIK3R1 RAP1A RAPGEF1 RELN VLDLR PID_REG_GR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_REG_GR_PATHWAY AFP AKT1 BAX BGLAP CDK5 CDK5R1 CDKN1A CGA CREB1 CREBBP CSF2 CSN2 CXCL8 EGR1 EP300 FGG FKBP4 FKBP5 FOS GATA3 GSK3B HDAC1 HDAC2 HSP90AA1 ICAM1 IFNG IL13 IL2 IL4 IL5 IL6 IRF1 JUN KMT5B KRT14 KRT17 KRT5 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MDM2 MMP1 NCOA1 NCOA2 NFATC1 NFKB1 NR1I3 NR3C1 NR4A1 PBX1 PCK2 POMC POU1F1 POU2F1 PPP5C PRKACA PRKACB PRKACG PRL RELA SELE SFN SGK1 SMARCA4 SMARCC1 SMARCC2 SMARCD1 SPI1 STAT1 STAT5A STAT5B SUMO2 TBP TBX21 TP53 TSG101 VIPR1 YWHAH PID_RETINOIC_ACID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RETINOIC_ACID_PATHWAY AKT1 CCNH CDK1 CDK7 CREBBP EP300 HDAC1 HDAC3 KAT2B MAPK1 MAPK14 MAPK3 MAPK8 MNAT1 NCOA1 NCOA2 NCOA3 NCOR2 NRIP1 PRKACA PRKCA PRKCG RARA RARB RARG RBP1 RXRA RXRB RXRG VDR PID_RET_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RET_PATHWAY BCAR1 CREB1 CRK DOK1 DOK4 DOK5 DOK6 FRS2 GAB1 GDNF GFRA1 GRB10 GRB2 GRB7 HRAS IRS1 IRS2 JUN MAPK1 MAPK3 MAPK8 NCK1 PDLIM7 PIK3CA PIK3R1 PRKACA PRKCA PTK2 PTPN11 PXN RAC1 RAP1A RASA1 RET RHOA SHANK3 SHC1 SOS1 SRC PID_RHOA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RHOA_PATHWAY ACTA1 ATF2 CCN1 CDC42 CDKN1B CFL1 CIT DIAPH1 EZR F2RL2 FOS ITGB1 JUN LIMK1 LIMK2 MAP2K3 MAP2K4 MAP2K6 MAPK12 MAPK8 MRTFA MSN MYL2 PARD6A PIP5K1A PIP5K1B PIP5K1C PKN1 PKN2 PLD1 PLD2 PPP1R12A PRKCZ PTEN RDX RHOA ROCK1 ROCK2 SCAI SH3GL2 SLC9A1 SLC9A3 SRF TLN1 VCL PID_RHOA_REG_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RHOA_REG_PATHWAY ABR AKAP13 ARAP1 ARAP3 ARHGAP35 ARHGAP4 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF5 BCR CDKN1B DEF6 DLC1 ECT2 FARP1 MCF2 MCF2L MYO9B NET1 NGEF OBSCN OPHN1 PLEKHG6 RHOA SRGAP1 TRIO VAV1 VAV2 VAV3 PID_RHODOPSIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RHODOPSIN_PATHWAY CNGA1 GNAT1 GNB1 GNB5 GNGT1 GRK1 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F LRAT PDE6A PDE6B PDE6G RDH12 RDH5 RGS9 RGS9BP RHO RPE65 SAG SLC24A1 PID_RXR_VDR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_RXR_VDR_PATHWAY ABCA1 BCL2 FAM120B MED1 NCOA1 NCOR2 NR1H2 NR1H3 NR1H4 NR4A1 PPARA PPARD PPARG RARA RARB RARG RPS6KB1 RXRA RXRB RXRG SREBF1 TGFB1 THRA THRB TNF VDR PID_S1P_META_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_META_PATHWAY ABCC1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SGPL1 SGPP1 SPHK1 SPHK2 PID_S1P_S1P1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_S1P1_PATHWAY ABCC1 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ ITGAV ITGB3 KDR MAPK1 MAPK3 PDGFB PDGFRB PLCB2 PLCG1 PTGS2 RAC1 RHOA S1PR1 SPHK1 VEGFA PID_S1P_S1P2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_S1P2_PATHWAY CDH5 ELK1 FOS GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ IRS1 JUN MAPK1 MAPK14 MAPK3 MAPK8 PAK1 RAC1 RHOA S1PR2 PID_S1P_S1P3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_S1P3_PATHWAY AKT1 AKT3 CXCR4 FLT1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ ITGAV ITGB3 JAK2 MAPK1 MAPK3 PDGFB PDGFRB RAC1 RHOA S1PR1 S1PR2 S1PR3 SRC VEGFA PID_S1P_S1P4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_S1P_S1P4_PATHWAY CDC42 GNA12 GNA13 GNAI1 GNAI2 GNAI3 GNAO1 GNAZ MAPK1 MAPK3 PLCG1 RHOA S1PR4 S1PR5 PID_SHP2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SHP2_PATHWAY AFDN ANGPT1 ARHGAP35 BDNF EGF EGFR FRS2 FRS3 GAB1 GAB2 GNAI1 GNAI3 GRB2 HRAS IFNG IFNGR1 IGF1R IL2 IL2RA IL2RB IL2RG IL6 IL6R IL6ST IRS1 JAK1 JAK2 JAK3 KDR KRAS LCK LMO4 MAP2K1 MAP2K2 NGF NOS3 NRAS NTF3 NTF4 NTRK1 NTRK2 NTRK3 PAG1 PDGFB PDGFRB PIK3CA PIK3R1 PRKACA PTPN11 RAF1 RHOA SDC2 SHC1 SOS1 STAT1 TEK VEGFA PID_SMAD2_3NUCLEAR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SMAD2_3NUCLEAR_PATHWAY AKT1 AR ATF2 ATF3 CBFB CDK2 CDK4 CDKN1A CDKN2B CEBPB CITED1 COL1A2 CREB1 CREBBP CTBP1 DCP1A DLX1 E2F4 E2F5 EP300 ESR1 FOS FOXG1 FOXH1 FOXO1 FOXO3 FOXO4 GATA3 GSC HDAC1 HDAC2 HNF4A HSPA8 IFNB1 IGHA1 IL10 IL5 IRF7 ITGB5 JUN KAT2A KAT2B LAMC1 MAX MED15 MEF2C MYC MYOD1 NCOA1 NCOA2 NCOR1 NKX2-5 NR3C1 PIAS3 PIAS4 RBBP4 RBBP7 RBL1 RUNX1 RUNX2 RUNX3 SAP18 SAP30 SERPINE1 SIN3A SIN3B SKI SKIL SMAD2 SMAD3 SMAD4 SMAD7 SNIP1 SP1 SP3 TCF3 TFDP1 TFE3 TGIF1 TGIF2 VDR ZBTB17 PID_SMAD2_3PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SMAD2_3PATHWAY CTDSP1 CTDSP2 CTDSPL KPNA2 KPNB1 MAP3K1 MAPK1 MAPK3 NUP153 NUP214 PIAS4 PPM1A SMAD2 SMAD3 SMAD4 UBE2I PID_SYNDECAN_1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SYNDECAN_1_PATHWAY BSG CASK CCL5 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 HGF HPSE LAMA5 MAPK1 MAPK3 MET MMP1 MMP7 MMP9 PPIB PRKACA SDC1 SDCBP TGFB1 PID_SYNDECAN_2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SYNDECAN_2_PATHWAY BAX CASK CASP3 CAV2 CSF2 CXCL8 EPB41 EPHB2 EZR FN1 HRAS ITGA2 ITGA5 ITGB1 KNG1 LAMA1 LAMA3 MAPK1 MAPK3 MAPK8 MMP2 NF1 PRKACA PRKCD RACK1 RASA1 RHOA SDC2 SDCBP SRC TGFB1 TNFRSF13B TRAPPC4 PID_SYNDECAN_3_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SYNDECAN_3_PATHWAY AGRP APH1A APH1B CASK CTTN CXCL8 EGFR FYN MC4R NCAN NCSTN POMC PSEN1 PSENEN PTN SDC3 SRC PID_SYNDECAN_4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_SYNDECAN_4_PATHWAY ACTN1 ADAM12 CCL5 CXCL12 CXCR4 DNM2 F2 FGF2 FGF6 FGFR1 FN1 FZD7 GIPC1 ITGA5 ITGB1 LAMA1 LAMA3 MDK MMP9 NUDT16L1 PLG PRKCA PRKCD PTK2 RAC1 RHOA SDC4 SDCBP TFPI THBS1 TNC TNFRSF13B PID_TAP63_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TAP63_PATHWAY ABL1 ADA AEN BAX BBC3 CABLES1 CDKN1A CDKN2A CHUK CLCA2 DHRS3 DICER1 DST EGR2 EP300 EVPL FAS FDXR FLOT2 GADD45A GDF15 GPX2 HBP1 IGFBP3 IKBKB ITCH ITGA3 ITGB4 JAG1 MDM2 MFGE8 NOC2L NQO1 OGG1 PERP PLK1 PMAIP1 PML PRKCD S100A2 SERPINB5 SHH SMARCD3 SP1 SPATA18 SSPOP SSRP1 TFAP2C TP53I3 TP63 TRAF4 VDR WWP1 YWHAQ PID_TCPTP_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCPTP_PATHWAY ATR CREBBP CSF1 CSF1R EGF EGFR EIF2AK2 GAB1 GRB2 HGF INS INSR ITGA1 ITGB1 JAK1 JAK3 KDR KPNA2 KPNB1 LMAN1 MET PDGFB PDGFRB PIAS1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTPN1 PTPN2 RAB4A SHC1 SOS1 SRC STAT1 STAT3 STAT5A STAT5B STAT6 VEGFA PID_TCR_CALCIUM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCR_CALCIUM_PATHWAY AKAP5 BATF3 CABIN1 CD40LG CHP1 CSF2 FASLG FKBP1A FOS FOSL1 IFNG IL2 IL2RA IL3 IL4 JUN JUNB NFATC1 NFATC2 NFATC3 POU2F1 PPP3CA PPP3CB PPP3R1 PRKACA PTGS2 RCAN1 RCAN2 PID_TCR_JNK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCR_JNK_PATHWAY CRK CRKL DBNL GRAP2 JUN LAT LCP2 MAP2K4 MAP3K1 MAP3K7 MAP3K8 MAP4K1 MAPK8 PRKCB PID_TCR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCR_PATHWAY AKT1 BCL10 CARD11 CBL CD247 CD28 CD3D CD3E CD3G CD4 CD80 CD86 CDC42 CHUK CSK DBNL FLNA FYB1 FYN GAB2 GRAP2 GRB2 HLA-DRA HRAS IKBKB IKBKG ITK KRAS LAT LCK LCP2 MALT1 MAP3K14 MAP3K8 MAP4K1 NCK1 NRAS ORAI1 PAG1 PDPK1 PLCG1 PRKCA PRKCB PRKCE PRKCQ PTEN PTPN11 PTPN6 PTPRC RAP1A RASGRP1 RASGRP2 RASSF5 SH3BP2 SHC1 SLA2 SOS1 STIM1 STK39 TRAF6 TRPV6 VAV1 WAS ZAP70 PID_TCR_RAS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TCR_RAS_PATHWAY BRAF ELK1 FOS HRAS KRAS MAP2K1 MAP3K8 MAPK1 MAPK3 NRAS PRKCA PRKCB PTPN7 RAF1 PID_TELOMERASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TELOMERASE_PATHWAY ABL1 ACD AKT1 ATM BLM CCND1 CDKN1B DKC1 E2F1 EGF EGFR ESR1 FOS HDAC1 HDAC2 HNRNPC HSP90AA1 HUS1 IFNAR2 IFNG IL2 IRF1 JUN MAPK1 MAPK3 MAX MRE11 MTOR MXD1 MYC NBN NCL NFKB1 NR2F2 PARP2 PINX1 POT1 PTGES3 RAD1 RAD50 RAD9A RBBP4 RBBP7 RPS6KB1 SAP18 SAP30 SIN3A SIN3B SMAD3 SMG5 SMG6 SP1 SP3 TERF1 TERF2 TERF2IP TERT TGFB1 TINF2 TNKS UBE3A WRN WT1 XRCC5 XRCC6 YWHAE ZNFX1 PID_TGFBR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TGFBR_PATHWAY ARRB2 AXIN1 BAMBI CAMK2A CAV1 CCN2 CTNNB1 DAB2 DACT2 DAXX DYNLRB1 EIF2A FKBP1A GRB2 ITCH MAP3K7 NEDD4L OCLN PARD6A PDPK1 PML PPP1CA PPP1R15A PPP2CA PPP2CB PPP2R2A RHOA RNF111 RPS6KB1 SHC1 SKIL SMAD2 SMAD3 SMAD4 SMAD7 SMURF1 SMURF2 SOS1 SPTBN1 STRAP TAB1 TAB2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 WWP1 XIAP YAP1 YWHAE ZFYVE16 ZFYVE9 PID_THROMBIN_PAR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_THROMBIN_PAR1_PATHWAY AKAP13 ARHGDIA ARHGEF1 ARRB1 DNM1 DNM2 F2 F2R F2RL2 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAZ GNB1 GNG2 GRK3 MYL2 NOS3 PIK3CA PIK3R1 PKN1 PLCB1 PLCB2 PLCB3 PRKCA PRKCB PRKCD PRKCG RHOA ROCK1 ROCK2 SNX1 SNX2 TRPC6 VASP ZYX PID_THROMBIN_PAR4_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_THROMBIN_PAR4_PATHWAY F2 F2RL2 F2RL3 GNA11 GNA13 GNA14 GNA15 GNAQ GNB1 GNG2 MYL2 PLCB2 RHOA ROCK1 ROCK2 PID_TNF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TNF_PATHWAY ADAM17 BAG4 BIRC2 BIRC3 CASP8 CAV1 CHUK CYLD FADD IKBKB IKBKG MADD MAP2K3 MAP2K7 MAP3K1 MAP3K3 MAP3K5 MAP3K7 MAP4K2 MAP4K3 MAP4K4 MAP4K5 NFKB1 NRK NSMAF PRKCI PRKCZ RACK1 RELA RFFL RIPK1 SMPD1 SMPD2 SQSTM1 STAT1 TAB1 TAB2 TNF TNFAIP3 TNFRSF1A TNFRSF1B TNIK TRADD TRAF1 TRAF2 TXN PID_TOLL_ENDOGENOUS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TOLL_ENDOGENOUS_PATHWAY BGN CD14 CHUK HMGB1 HSPD1 IKBKB IKBKG IRAK1 IRAK2 IRAK4 LY96 MYD88 RHOA S100A8 S100A9 SFTPA1 TICAM1 TIRAP TLR1 TLR2 TLR3 TLR4 TLR6 VCAN PID_TRAIL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TRAIL_PATHWAY CASP10 CASP8 CFLAR CHUK DAP3 FADD IKBKB IKBKG MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RIPK1 SMPD1 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFSF10 TRADD TRAF2 PID_TRKR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TRKR_PATHWAY ABL1 BDNF CCND1 CDC42 CRK CRKL DNAJA3 DNM1 DOCK1 DYNLT1 EHD4 ELMO1 FAIM FRS2 FRS3 GAB1 GAB2 GIPC1 GRB2 HRAS KRAS MAGED1 MAP2K1 MAPK1 MAPK3 MATK MCF2L NEDD4L NGF NGFR NRAS NTF3 NTF4 NTRK1 NTRK2 NTRK3 PIK3CA PIK3R1 PLCG1 PRKCI PRKCZ PTPN11 RAC1 RAP1A RAP1B RAPGEF1 RASA1 RASGRF1 RGS19 RHOA RHOG RIT1 RIT2 SH2B1 SHC1 SHC2 SHC3 SOS1 SQSTM1 STAT3 TIAM1 PID_TXA2PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_TXA2PATHWAY AKT1 ARHGEF1 ARR3 ARRB2 BLK DNM1 EGF EGFR FGR FYN GNA11 GNA12 GNA13 GNA14 GNA15 GNAI2 GNAQ GNB1 GNB5 GNG2 GRK2 GRK3 HCK ICAM1 LCK LYN MAPK11 MAPK14 NHERF1 NOS3 PIK3CG PIK3R5 PIK3R6 PLCB2 PRKACA PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PTGDR PTGIR RAB11A RAC1 RHOA ROCK1 SELE SRC SYK TBXA2R TGM2 VCAM1 YES1 PID_UPA_UPAR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_UPA_UPAR_PATHWAY BCAR1 CRK CTRC CTSG DOCK1 EGFR ELANE FGA FGB FGG FN1 FPR1 FPR2 FPR3 GPLD1 HGF ITGA3 ITGA5 ITGAM ITGAV ITGB1 ITGB2 ITGB3 ITGB5 KLK4 LRP1 MMP12 MMP13 MMP3 MMP9 NCL PDGFD PDGFRB PLAU PLAUR PLG RAC1 SERPINE1 SRC TGFB1 VLDLR VTN PID_VEGFR1_2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_VEGFR1_2_PATHWAY AKAP1 AKT1 ARF1 BRAF CAMKK2 CAV1 CBL CDC42 CDH5 CTNNA1 CTNNB1 DNM2 FBXW11 FES FLT1 FYN GAB1 GRB10 GRB2 HGS HSP90AA1 HSP90AB1 IQGAP1 ITGAV ITGB3 KDR MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAPK1 MAPK11 MAPK14 MAPK3 MAPKAPK2 MYOF NCK1 NCK2 NEDD4 NOS3 PAK2 PDPK1 PIK3CA PIK3R1 PLCG1 PRKAA1 PRKAA2 PRKAB1 PRKACA PRKAG1 PRKCA PRKCB PRKCD PTK2 PTK2B PTPN11 PTPN2 PTPN6 PTPRJ PXN RAF1 RHOA ROCK1 SH2D2A SHB SRC VCL VEGFA VTN PID_VEGFR1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_VEGFR1_PATHWAY AKT1 CAV1 CBL CD2AP FLT1 HIF1A HSP90AA1 MAPK1 MAPK3 NCK1 NOS3 NRP1 NRP2 PDPK1 PGF PIK3CA PIK3R1 PLCG1 PRKACA PRKCA PRKCB PTPN11 RASA1 SHC2 VEGFA VEGFB PID_VEGF_VEGFR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_VEGF_VEGFR_PATHWAY FLT1 FLT4 KDR NRP1 NRP2 PGF VEGFA VEGFB VEGFC VEGFD PID_WNT_CANONICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_WNT_CANONICAL_PATHWAY APC AXIN1 CAV1 CSNK1G1 CTNNB1 CUL3 DVL1 DVL2 DVL3 FZD5 GSK3A GSK3B KLHL12 LRP6 NKD2 PI4K2A PIP5K1B PPP2R5A RANBP3 WNT3A PID_WNT_NONCANONICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_WNT_NONCANONICAL_PATHWAY ARRB2 CAMK2A CDC42 CHD7 CSNK1A1 CTHRC1 DAAM1 DVL1 DVL2 DVL3 FLNA FZD2 FZD5 FZD6 FZD7 MAP3K7 MAPK10 MAPK8 MAPK9 NFATC2 NLK PPARG PRKCZ RAC1 RHOA ROCK1 ROR2 SETDB1 TAB1 TAB2 WNT5A YES1 PID_WNT_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/PID_WNT_SIGNALING_PATHWAY ATP6AP2 CTHRC1 DKK1 FZD1 FZD10 FZD2 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 IGFBP4 KREMEN1 KREMEN2 LRP5 LRP6 ROR2 RSPO1 RYK WIF1 WNT1 WNT2 WNT3 WNT3A WNT5A WNT7A WNT7B REACTOME_2_LTR_CIRCLE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_2_LTR_CIRCLE_FORMATION BANF1 HMGA1 LIG4 PSIP1 XRCC4 XRCC5 XRCC6 REACTOME_ABACAVIR_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABACAVIR_ADME ABCB1 ABCG2 ADAL ADH1A NT5C2 PCK1 SLC22A1 SLC22A2 SLC22A3 REACTOME_ABACAVIR_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABACAVIR_TRANSMEMBRANE_TRANSPORT ABCB1 ABCG2 SLC22A1 SLC22A2 SLC22A3 REACTOME_ABC_FAMILY_PROTEINS_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABC_FAMILY_PROTEINS_MEDIATED_TRANSPORT ABCA10 ABCA12 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC9 ABCD1 ABCD2 ABCD3 ABCF1 ABCG1 ABCG4 ABCG5 ABCG8 APOA1 CFTR DERL1 DERL2 DERL3 EIF2S1 EIF2S2 EIF2S3 ERLEC1 ERLIN1 ERLIN2 KCNJ11 OS9 PEX19 PEX3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RNF185 RNF5 RPS27A SEL1L SEM1 UBA52 UBB UBC VCP REACTOME_ABC_TRANSPORTERS_IN_LIPID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABC_TRANSPORTERS_IN_LIPID_HOMEOSTASIS ABCA10 ABCA12 ABCA2 ABCA3 ABCA5 ABCA6 ABCA7 ABCA9 ABCD1 ABCD2 ABCD3 ABCG1 ABCG4 ABCG5 ABCG8 APOA1 PEX19 PEX3 REACTOME_ABC_TRANSPORTER_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABC_TRANSPORTER_DISORDERS ABCA1 ABCA12 ABCA3 ABCB11 ABCB4 ABCB6 ABCC2 ABCC6 ABCC8 ABCC9 ABCD1 ABCD4 ABCG5 ABCG8 APOA1 CFTR DERL1 DERL2 DERL3 ERLEC1 ERLIN1 ERLIN2 KCNJ11 LMBRD1 OS9 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RNF185 RNF5 RPS27A SEL1L SEM1 UBA52 UBB UBC VCP REACTOME_ABERRANT_REGULATION_OF_MITOTIC_EXIT_IN_CANCER_DUE_TO_RB1_DEFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABERRANT_REGULATION_OF_MITOTIC_EXIT_IN_CANCER_DUE_TO_RB1_DEFECTS ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC23 CDC26 CDC27 FZR1 RB1 SKP2 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_ABERRANT_REGULATION_OF_MITOTIC_G1_S_TRANSITION_IN_CANCER_DUE_TO_RB1_DEFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABERRANT_REGULATION_OF_MITOTIC_G1_S_TRANSITION_IN_CANCER_DUE_TO_RB1_DEFECTS CCND1 CCND2 CCND3 CCNE1 CCNE2 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN1C E2F1 E2F2 E2F3 RB1 TFDP1 TFDP2 REACTOME_ABORTIVE_ELONGATION_OF_HIV_1_TRANSCRIPT_IN_THE_ABSENCE_OF_TAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ABORTIVE_ELONGATION_OF_HIV_1_TRANSCRIPT_IN_THE_ABSENCE_OF_TAT CTDP1 GTF2F1 GTF2F2 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SUPT4H1 SUPT5H REACTOME_ACETYLCHOLINE_BINDING_AND_DOWNSTREAM_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACETYLCHOLINE_BINDING_AND_DOWNSTREAM_EVENTS CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG REACTOME_ACETYLCHOLINE_INHIBITS_CONTRACTION_OF_OUTER_HAIR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACETYLCHOLINE_INHIBITS_CONTRACTION_OF_OUTER_HAIR_CELLS CHRNA10 CHRNA9 KCNMA1 KCNMB1 KCNN2 REACTOME_ACETYLCHOLINE_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACETYLCHOLINE_NEUROTRANSMITTER_RELEASE_CYCLE CHAT CPLX1 PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC18A3 SLC5A7 SNAP25 STX1A STXBP1 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_ACETYLCHOLINE_REGULATES_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACETYLCHOLINE_REGULATES_INSULIN_SECRETION CHRM3 GNA11 GNA14 GNA15 GNAQ MARCKS PLCB1 PLCB2 PLCB3 PRKCA REACTOME_ACROSOME_REACTION_AND_SPERM_OOCYTE_MEMBRANE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACROSOME_REACTION_AND_SPERM_OOCYTE_MEMBRANE_BINDING ACR CD9 IZUMO1 IZUMO2 IZUMO3 IZUMO4 REACTOME_ACTIVATED_NOTCH1_TRANSMITS_SIGNAL_TO_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NOTCH1_TRANSMITS_SIGNAL_TO_THE_NUCLEUS ADAM10 ADAM17 APH1A APH1B ARRB1 ARRB2 CNTN1 DLK1 DLL1 DLL4 DNER DTX1 DTX2 DTX4 ITCH JAG1 JAG2 MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH1 NUMB PSEN1 PSEN2 PSENEN RPS27A UBA52 UBB UBC REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_CDK5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_CDK5 BDNF CDK5 CDK5R1 NTRK2 RAC1 TIAM1 REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_FRS2_AND_FRS3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_FRS2_AND_FRS3 BDNF FRS2 FRS3 GRB2 HRAS KRAS NRAS NTF4 NTRK2 PTPN11 SOS1 REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_FYN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_FYN BDNF DOCK3 FYN GRIN2B NTRK2 RAC1 SRC REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_PI3K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_PI3K BDNF GAB1 GRB2 NTF4 NTRK2 PIK3CA PIK3R1 REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_RAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK2_SIGNALS_THROUGH_RAS BDNF GRB2 HRAS KRAS NRAS NTF4 NTRK2 SHC1 SOS1 REACTOME_ACTIVATED_NTRK3_SIGNALS_THROUGH_PI3K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK3_SIGNALS_THROUGH_PI3K IRS1 NTF3 NTRK3 PIK3CA PIK3R1 SRC REACTOME_ACTIVATED_NTRK3_SIGNALS_THROUGH_RAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_NTRK3_SIGNALS_THROUGH_RAS GRB2 HRAS KRAS NRAS NTF3 NTRK3 SHC1 SOS1 REACTOME_ACTIVATED_PKN1_STIMULATES_TRANSCRIPTION_OF_AR_ANDROGEN_RECEPTOR_REGULATED_GENES_KLK2_AND_KLK3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_PKN1_STIMULATES_TRANSCRIPTION_OF_AR_ANDROGEN_RECEPTOR_REGULATED_GENES_KLK2_AND_KLK3 AR H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KDM1A KDM4C KLK2 KLK3 NCOA2 PKN1 REACTOME_ACTIVATED_TAK1_MEDIATES_P38_MAPK_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATED_TAK1_MEDIATES_P38_MAPK_ACTIVATION IKBKG IRAK1 IRAK2 MAP2K3 MAP2K6 MAP3K7 MAPK11 MAPK14 MAPKAPK2 MAPKAPK3 NOD1 NOD2 RIPK2 RPS27A TAB1 TAB2 TAB3 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_ACTIVATION_OF_AMPK_DOWNSTREAM_OF_NMDARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_AMPK_DOWNSTREAM_OF_NMDARS CALM1 CAMKK2 MAPT PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_ACTIVATION_OF_ANTERIOR_HOX_GENES_IN_HINDBRAIN_DEVELOPMENT_DURING_EARLY_EMBRYOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_ANTERIOR_HOX_GENES_IN_HINDBRAIN_DEVELOPMENT_DURING_EARLY_EMBRYOGENESIS AJUBA ASH2L CNOT6 CNOT9 CREBBP CTCF DPY30 EED EGR2 EP300 EZH2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC3 HOXA1 HOXA2 HOXA3 HOXA4 HOXB1 HOXB2 HOXB3 HOXB4 HOXC4 HOXD1 HOXD3 HOXD4 JUN KDM6A KMT2C KMT2D MAFB MEIS1 NCOA3 NCOA6 NCOR1 PAGR1 PAX6 PAXIP1 PBX1 PCGF2 PIAS2 PKNOX1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RARA RARB RARG RBBP4 RBBP5 RBBP7 RXRA SUZ12 WDR5 YY1 ZNF335 REACTOME_ACTIVATION_OF_ATR_IN_RESPONSE_TO_REPLICATION_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_ATR_IN_RESPONSE_TO_REPLICATION_STRESS ATR ATRIP CDC25A CDC25C CDC45 CDC6 CDC7 CDK2 CHEK1 CLSPN DBF4 HUS1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 RAD1 RAD17 RAD9A RAD9B RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_ACTIVATION_OF_BAD_AND_TRANSLOCATION_TO_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_BAD_AND_TRANSLOCATION_TO_MITOCHONDRIA AKT1 AKT2 AKT3 BAD BCL2 BID PPP3CC PPP3R1 SFN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_ACTIVATION_OF_BH3_ONLY_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_BH3_ONLY_PROTEINS AKT1 AKT2 AKT3 BAD BBC3 BCL2 BCL2L11 BID BMF DYNLL1 DYNLL2 E2F1 MAPK8 PMAIP1 PPP1R13B PPP3CC PPP3R1 SFN TFDP1 TFDP2 TP53 TP53BP2 TP63 TP73 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_ACTIVATION_OF_C3_AND_C5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_C3_AND_C5 C2 C3 C4A C4B C4B_2 C5 CFB CFP REACTOME_ACTIVATION_OF_CASPASES_THROUGH_APOPTOSOME_MEDIATED_CLEAVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_CASPASES_THROUGH_APOPTOSOME_MEDIATED_CLEAVAGE APAF1 CASP3 CASP7 CASP9 CYCS XIAP REACTOME_ACTIVATION_OF_GENE_EXPRESSION_BY_SREBF_SREBP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_GENE_EXPRESSION_BY_SREBF_SREBP ACACA ACACB CARM1 CHD9 CREBBP CYP51A1 DHCR7 ELOVL6 FASN FDFT1 FDPS GGPS1 GPAM HELZ2 HMGCR HMGCS1 IDI1 LSS MED1 MTF1 MVD MVK NCOA1 NCOA2 NCOA6 NFYA NFYB NFYC PMVK PPARA RXRA SC5D SCD SMARCD3 SP1 SQLE SREBF1 SREBF2 TBL1X TBL1XR1 TGS1 TM7SF2 REACTOME_ACTIVATION_OF_IRF3_IRF7_MEDIATED_BY_TBK1_IKK_IKBKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_IRF3_IRF7_MEDIATED_BY_TBK1_IKK_IKBKE CD14 IKBKE IRF3 IRF7 LY96 OPTN PTPN11 RPS27A SARM1 TANK TBK1 TICAM1 TICAM2 TLR4 TRAF3 UBA52 UBB UBC REACTOME_ACTIVATION_OF_KAINATE_RECEPTORS_UPON_GLUTAMATE_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_KAINATE_RECEPTORS_UPON_GLUTAMATE_BINDING CALM1 DLG1 DLG3 DLG4 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 NCALD PLCB1 PLCB2 PLCB3 REACTOME_ACTIVATION_OF_MATRIX_METALLOPROTEINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_MATRIX_METALLOPROTEINASES CMA1 COL18A1 CTRB1 CTRB2 CTSG CTSK CTSV ELANE FURIN KLK2 KLKB1 MMP1 MMP10 MMP11 MMP13 MMP14 MMP15 MMP16 MMP17 MMP2 MMP24 MMP25 MMP3 MMP7 MMP8 MMP9 PLG PRSS1 PRSS2 SPOCK3 TIMP1 TIMP2 TPSAB1 REACTOME_ACTIVATION_OF_NIMA_KINASES_NEK9_NEK6_NEK7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_NIMA_KINASES_NEK9_NEK6_NEK7 CCNB1 CCNB2 CDK1 NEK6 NEK7 NEK9 PLK1 REACTOME_ACTIVATION_OF_NMDA_RECEPTORS_AND_POSTSYNAPTIC_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_NMDA_RECEPTORS_AND_POSTSYNAPTIC_EVENTS ACTN2 ADCY1 ADCY8 APBA1 ARHGEF7 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CREB1 DLG1 DLG2 DLG3 DLG4 ERBB4 GIT1 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B HRAS KIF17 KPNA2 KRAS LIN7A LIN7B LIN7C LRRC7 MAPK1 MAPK3 MAPT NBEA NEFL NRAS NRG1 NRGN PDPK1 PPM1E PPM1F PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX RAC1 RASGRF1 RASGRF2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SRC TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_ACTIVATION_OF_NOXA_AND_TRANSLOCATION_TO_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_NOXA_AND_TRANSLOCATION_TO_MITOCHONDRIA E2F1 PMAIP1 TFDP1 TFDP2 TP53 REACTOME_ACTIVATION_OF_PPARGC1A_PGC_1ALPHA_BY_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_PPARGC1A_PGC_1ALPHA_BY_PHOSPHORYLATION MAPK11 MAPK12 MAPK14 PPARGC1A PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 REACTOME_ACTIVATION_OF_PUMA_AND_TRANSLOCATION_TO_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_PUMA_AND_TRANSLOCATION_TO_MITOCHONDRIA BBC3 E2F1 PPP1R13B TFDP1 TFDP2 TP53 TP53BP2 TP63 TP73 REACTOME_ACTIVATION_OF_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_RAC1 NCK1 NCK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 RAC1 ROBO1 SLIT2 SOS1 SOS2 REACTOME_ACTIVATION_OF_RAC1_DOWNSTREAM_OF_NMDARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_RAC1_DOWNSTREAM_OF_NMDARS ARHGEF7 CALM1 CAMK1 CAMKK1 CAMKK2 GIT1 RAC1 REACTOME_ACTIVATION_OF_RAS_IN_B_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_RAS_IN_B_CELLS HRAS KRAS NRAS RASGRP1 RASGRP3 REACTOME_ACTIVATION_OF_SMO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_SMO ARRB1 ARRB2 BOC CDON CSNK1A1 DHH EFCAB7 EVC EVC2 GAS1 GAS8 GRK2 IHH IQCE KIF3A PTCH1 SHH SMO REACTOME_ACTIVATION_OF_THE_AP_1_FAMILY_OF_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_AP_1_FAMILY_OF_TRANSCRIPTION_FACTORS ATF2 FOS JUN MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 REACTOME_ACTIVATION_OF_THE_MRNA_UPON_BINDING_OF_THE_CAP_BINDING_COMPLEX_AND_EIFS_AND_SUBSEQUENT_BINDING_TO_43S https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_MRNA_UPON_BINDING_OF_THE_CAP_BINDING_COMPLEX_AND_EIFS_AND_SUBSEQUENT_BINDING_TO_43S EIF1AX EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4H FAU PABPC1 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA REACTOME_ACTIVATION_OF_THE_PHOTOTRANSDUCTION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_PHOTOTRANSDUCTION_CASCADE CNGA1 CNGB1 GNAT1 GNB1 GNGT1 PDE6A PDE6B PDE6G RHO SAG SLC24A1 REACTOME_ACTIVATION_OF_THE_PRE_REPLICATIVE_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_PRE_REPLICATIVE_COMPLEX CDC45 CDC6 CDC7 CDK2 CDT1 DBF4 GMNN MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLA1 POLA2 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 RPA1 RPA2 RPA3 RPA4 REACTOME_ACTIVATION_OF_THE_TFAP2_AP_2_FAMILY_OF_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_THE_TFAP2_AP_2_FAMILY_OF_TRANSCRIPTION_FACTORS CITED1 CITED2 CITED4 CREBBP EP300 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E WWOX YEATS4 REACTOME_ACTIVATION_OF_TRKA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACTIVATION_OF_TRKA_RECEPTORS ADCYAP1 ADCYAP1R1 ADORA2A NGF NTRK1 NTRK2 REACTOME_ACYL_CHAIN_REMODELING_OF_CL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELING_OF_CL HADHA HADHB LCLAT1 PLA2G4A PLA2G6 TAFAZZIN REACTOME_ACYL_CHAIN_REMODELING_OF_DAG_AND_TAG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELING_OF_DAG_AND_TAG AWAT2 DGAT1 DGAT2 DGAT2L6 MGLL PNPLA2 PNPLA3 REACTOME_ACYL_CHAIN_REMODELLING_OF_PC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PC LPCAT1 LPCAT2 LPCAT3 LPCAT4 MBOAT2 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT3 PLB1 PLBD1 PNPLA8 TMEM86B REACTOME_ACYL_CHAIN_REMODELLING_OF_PE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PE ABHD4 LPCAT3 LPCAT4 MBOAT1 MBOAT2 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLBD1 PNPLA8 REACTOME_ACYL_CHAIN_REMODELLING_OF_PG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PG CRLS1 LPCAT1 LPCAT4 LPGAT1 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4D PLA2G4F PLA2G5 PLA2R1 REACTOME_ACYL_CHAIN_REMODELLING_OF_PI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PI MBOAT7 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2R1 PLAAT3 PLBD1 REACTOME_ACYL_CHAIN_REMODELLING_OF_PS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ACYL_CHAIN_REMODELLING_OF_PS LPCAT3 LPCAT4 MBOAT1 OSBPL10 OSBPL5 OSBPL8 PLA1A PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4B PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2R1 PLAAT3 REACTOME_ADAPTIVE_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADAPTIVE_IMMUNE_SYSTEM ACTR10 ACTR1A ACTR1B AHCYL1 AKT1 AKT2 AKT3 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AREL1 ARF1 ARIH2 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ATG14 ATG7 B2M BCAP31 BCL10 BECN1 BLK BLMH BLNK BTBD1 BTBD6 BTK BTLA BTN1A1 BTN2A1 BTN2A2 BTN3A1 BTN3A2 BTN3A3 BTNL2 BTNL8 BTNL9 BTRC C3 CALM1 CALR CANX CAPZA1 CAPZA2 CAPZA3 CAPZB CARD11 CBLB CBLL2 CCNF CD101 CD14 CD160 CD19 CD1A CD1B CD1C CD1D CD200 CD200R1 CD207 CD209 CD22 CD226 CD247 CD274 CD28 CD300A CD300C CD300E CD300LB CD300LD CD300LF CD300LG CD33 CD34 CD36 CD3D CD3E CD3G CD4 CD40 CD40LG CD74 CD79A CD79B CD80 CD81 CD86 CD8A CD8B CD96 CD99 CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 CDC42 CDH1 CENPE CHUK CLEC2B CLEC2D CLEC4G CLTA CLTC COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COLEC12 CRTAM CSK CTLA4 CTSA CTSB CTSC CTSD CTSE CTSF CTSH CTSK CTSL CTSO CTSS CTSV CUL1 CUL2 CUL3 CUL5 CUL7 CXADR CYBA CYBB DAPP1 DCAF1 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DET1 DNM1 DNM2 DNM3 DTX3L DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 DZIP3 ELOB ELOC ENAH ERAP1 ERAP2 EVL FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FCGR1A FCGR1BP FCGR2B FCGR3A FGA FGB FGG FKBP1A FYB1 FYN FZR1 GAN GLMN GRAP2 GRB2 HACE1 HCST HECTD1 HECTD2 HECTD3 HECW2 HERC1 HERC2 HERC3 HERC4 HERC5 HERC6 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HMGB1 HRAS HSPA5 HUWE1 ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ICOS ICOSLG IFI30 IFITM1 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKG INPP5D ITCH ITGA4 ITGAL ITGAV ITGB1 ITGB2 ITGB5 ITGB7 ITK ITPR1 ITPR2 ITPR3 JAML KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KEAP1 KIF11 KIF15 KIF18A KIF20A KIF22 KIF23 KIF26A KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIFAP3 KIR2DL1 KIR2DL3 KIR2DL4 KIR2DS1 KIR2DS2 KIR3DL1 KIR3DL2 KLC1 KLC2 KLC3 KLC4 KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 KLRB1 KLRC1 KLRD1 KLRF1 KLRG1 KLRK1 KRAS LAG3 LAIR1 LAIR2 LAT LCK LCP2 LGMN LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LMO7 LNPEP LNX1 LONRF1 LRR1 LRRC41 LRSAM1 LTN1 LY96 LYN MADCAM1 MALT1 MAP3K14 MAP3K7 MAP3K8 MAPKAP1 MEX3C MGRN1 MIB2 MICA MICB MKRN1 MLST8 MRC1 MRC2 MTOR MYD88 MYLIP NCF1 NCF2 NCF4 NCK1 NCR1 NCR2 NCR3 NCR3LG1 NECTIN2 NEDD4 NEDD4L NFATC1 NFATC2 NFATC3 NFKB1 NFKBIA NFKBIB NFKBIE NPDC1 NPEPPS NRAS ORAI1 ORAI2 OSBPL1A OSCAR PAG1 PAK1 PAK2 PAK3 PDCD1 PDCD1LG2 PDIA3 PDPK1 PIANP PIK3AP1 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R4 PILRA PILRB PJA1 PJA2 PLCG1 PLCG2 PPIA PPL PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3R1 PRKACA PRKACB PRKACG PRKCB PRKCQ PRKG1 PRKN PRR5 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN11 PTPN22 PTPN6 PTPRC PTPRJ PVR RAB7A RAC1 RACGAP1 RAET1E RAF1 RAP1A RAP1B RAP1GAP RAP1GAP2 RAPGEF3 RAPGEF4 RASGRP1 RASGRP2 RASGRP3 RBBP6 RBCK1 RBX1 RCHY1 REL RELA RICTOR RILP RIPK2 RLIM RNF111 RNF114 RNF115 RNF123 RNF126 RNF130 RNF138 RNF14 RNF144B RNF182 RNF19A RNF19B RNF213 RNF217 RNF220 RNF25 RNF34 RNF4 RNF41 RNF6 RNF7 RPS27A S100A1 S100A8 S100A9 SAR1B SEC13 SEC22B SEC23A SEC24A SEC24B SEC24C SEC24D SEC31A SEC61A1 SEC61A2 SEC61B SEC61G SELL SEM1 SFTPD SH2D1A SH2D1B SH3GL2 SH3KBP1 SH3RF1 SIAH1 SIAH2 SIGLEC1 SIGLEC10 SIGLEC11 SIGLEC12 SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 SIPA1 SKP1 SKP2 SLAMF6 SLAMF7 SMURF1 SMURF2 SNAP23 SOCS1 SOCS3 SOS1 SPSB1 SPSB2 SPSB4 SPTBN2 SRC STIM1 STUB1 STX4 SYK TAB2 TAP1 TAP2 TAPBP THEM4 THOP1 TIRAP TLR1 TLR2 TLR4 TLR6 TNFRSF14 TPP2 TRAF6 TRAF7 TRAIP TRAT1 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 TREM1 TREM2 TREML1 TREML2 TREML4 TRIB3 TRIM11 TRIM21 TRIM32 TRIM36 TRIM37 TRIM39 TRIM4 TRIM41 TRIM50 TRIM63 TRIM69 TRIM71 TRIM9 TRIP12 TRPC1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TYROBP UBA1 UBA3 UBA5 UBA52 UBA6 UBA7 UBAC1 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2O UBE2Q1 UBE2Q2 UBE2R2 UBE2S UBE2U UBE2V1 UBE2V2 UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBOX5 UBR1 UBR2 UBR4 UFL1 ULBP1 ULBP3 UNKL VAMP3 VAMP8 VASP VAV1 VCAM1 VHL WAS WSB1 WWP1 XDH YES1 YWHAB YWHAZ ZAP70 ZBTB16 ZNRF1 ZNRF2 REACTOME_ADENYLATE_CYCLASE_ACTIVATING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADENYLATE_CYCLASE_ACTIVATING_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAL REACTOME_ADENYLATE_CYCLASE_INHIBITORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADENYLATE_CYCLASE_INHIBITORY_PATHWAY ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAI1 GNAI2 GNAI3 GNAL GNAT3 REACTOME_ADHERENS_JUNCTIONS_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADHERENS_JUNCTIONS_INTERACTIONS ACTB ACTG1 ADAM19 ADAM33 AFDN AGO1 AGO2 AGO3 AGO4 AMOT ANG ANGPTL4 BHLHE22 CADM1 CADM2 CADM3 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CTNNA1 CTNNB1 CTNND1 FOXF1 HEYL HOXC8 ILF3 JUP MIR200C MOV10 NECTIN1 NECTIN2 NECTIN3 NECTIN4 PRDM8 PVR SNAI1 SOX10 SP1 TNRC6A TNRC6B TNRC6C ZC3H12A ZEB2 REACTOME_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADIPOGENESIS ADIPOQ ADIRF ANGPTL4 BMP7 CARM1 CCNC CCND3 CD36 CDK19 CDK4 CDK8 CEBPA CEBPB CEBPD CHD3 CHD4 CHD9 CIDEA COX7A1 CREBBP DIO2 EBF1 EBF2 EGR2 ELOVL3 EP300 FABP4 FAM120B GATAD2A GATAD2B HDAC1 HDAC2 HDAC3 HELZ2 HNRNPU KLF4 KLF5 LEP LPL MBD3 MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MTA1 MTA2 MTA3 NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NFKB1 NR2F2 PCK1 PLIN1 PPARA PPARG PPARGC1A PPARGC1B PRDM16 RBBP4 RBBP7 RELA RXRA SLC2A4 SMAD1 SMAD4 SMARCD3 SREBF1 SREBF2 TBL1X TBL1XR1 TGFB1 TGS1 THRAP3 TNF UCP1 USP46 WNT1 WNT10B ZNF423 ZNF467 ZNF638 REACTOME_ADORA2B_MEDIATED_ANTI_INFLAMMATORY_CYTOKINES_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADORA2B_MEDIATED_ANTI_INFLAMMATORY_CYTOKINES_PRODUCTION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2B CREB1 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IL6 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX REACTOME_ADP_SIGNALLING_THROUGH_P2Y_PURINOCEPTOR_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADP_SIGNALLING_THROUGH_P2Y_PURINOCEPTOR_1 GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MAPK14 P2RY1 PLA2G4A SRC REACTOME_ADP_SIGNALLING_THROUGH_P2Y_PURINOCEPTOR_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADP_SIGNALLING_THROUGH_P2Y_PURINOCEPTOR_12 GNAI1 GNAI2 GNAI3 GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 P2RY12 REACTOME_ADRENALINE_NORADRENALINE_INHIBITS_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADRENALINE_NORADRENALINE_INHIBITS_INSULIN_SECRETION ADCY5 ADCY6 ADRA2A ADRA2C CACNA1C CACNA1D CACNA2D2 CACNB2 CACNB3 GNAI1 GNAI2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 REACTOME_ADRENOCEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADRENOCEPTORS ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 REACTOME_ADVANCED_GLYCOSYLATION_ENDPRODUCT_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ADVANCED_GLYCOSYLATION_ENDPRODUCT_RECEPTOR_SIGNALING AGER APP CAPZA1 CAPZA2 DDOST HMGB1 LGALS3 MAPK1 MAPK3 PRKCSH S100A12 S100B SAA1 REACTOME_AEROBIC_RESPIRATION_AND_RESPIRATORY_ELECTRON_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AEROBIC_RESPIRATION_AND_RESPIRATORY_ELECTRON_TRANSPORT ACAD9 ACAT1 ACO2 ADHFE1 ARMC8 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO BCS1L CMC1 COA1 COA3 COA5 COQ10A COQ10B COX11 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C CS CSKMT CYC1 CYCS D2HGDH DLAT DLD DLST DMAC1 DMAC2 DMAC2L ECSIT ETFA ETFB ETFDH FAHD1 FH FOXRED1 FXN GID4 GID8 GLO1 GOT1 GOT2 GPT GSTZ1 HAGH HCCS HIGD1A HIGD1C HIGD2A HSCB HSPA9 IDH2 IDH3A IDH3B IDH3G ISCA1 ISCA2 ISCU L2HGDH LDHA LDHAL6A LDHAL6B LDHB LDHC LETM1 LYRM2 LYRM4 LYRM7 MAEA MDH1 MDH2 ME1 ME2 ME3 MKLN1 MPC1 MPC1L MPC2 MRPS36 MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NEK1 NFS1 NNT NUBPL OGDH OXA1L PC PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR PET100 PET117 PGAM5 PKLR PKM PM20D1 PNKD PYURF RAB5IF RANBP9 RMND5A RMND5B RPS27A SCO1 SCO2 SDHA SDHAF1 SDHAF2 SDHAF3 SDHAF4 SDHB SDHC SDHD SFXN4 SIRT3 SIRT4 SLC25A11 SLC25A12 SLC25A13 SLC25A14 SLC25A18 SLC25A22 SLC25A27 SLC25A4 SMIM20 SUCLA2 SUCLG1 SUCLG2 SURF1 TACO1 TIMM21 TIMMDC1 TMEM126A TMEM126B TMEM177 TMEM186 TMEM223 TRAP1 TTC19 UBA52 UBB UBC UCP1 UCP2 UCP3 UQCC1 UQCC2 UQCC3 UQCC5 UQCC6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ VDAC1 WDR26 REACTOME_AFLATOXIN_ACTIVATION_AND_DETOXIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AFLATOXIN_ACTIVATION_AND_DETOXIFICATION ACY1 ACY3 AKR7A2 AKR7A3 AKR7L CYP1A2 CYP2A13 CYP3A4 CYP3A5 DPEP1 DPEP2 DPEP3 GGT1 GGT5 GGT6 GGT7 MGST1 MGST2 MGST3 REACTOME_AGGREPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AGGREPHAGY ARL13B CETN1 CFTR DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 HDAC6 HSF1 HSP90AA1 IFT88 PARK7 PCNT PRKN RPS27A TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC UBE2N UBE2V1 VCP VIM REACTOME_AKT_PHOSPHORYLATES_TARGETS_IN_THE_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AKT_PHOSPHORYLATES_TARGETS_IN_THE_CYTOSOL AKT1 AKT1S1 AKT2 AKT3 BAD CASP9 CDKN1A CDKN1B CHUK GSK3A GSK3B MDM2 MKRN1 TSC2 REACTOME_AKT_PHOSPHORYLATES_TARGETS_IN_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AKT_PHOSPHORYLATES_TARGETS_IN_THE_NUCLEUS AKT1 AKT2 AKT3 CREB1 FOXO1 FOXO3 FOXO4 FOXO6 NR4A1 RPS6KB2 REACTOME_ALK_MUTANTS_BIND_TKIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALK_MUTANTS_BIND_TKIS ALK BCL11A BIRC6 CLTC EIF2AK3 EML4 FN1 HIP1 NPM1 PPM1B PRKAR1A STRN REACTOME_ALPHA_DEFENSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALPHA_DEFENSINS ART1 CD4 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 PRSS2 PRSS3 REACTOME_ALPHA_LINOLENIC_OMEGA3_AND_LINOLEIC_OMEGA6_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALPHA_LINOLENIC_OMEGA3_AND_LINOLEIC_OMEGA6_ACID_METABOLISM ABCD1 ACAA1 ACOT8 ACOX1 ACSL1 ELOVL1 ELOVL2 ELOVL3 ELOVL5 FADS1 FADS2 HSD17B4 SCP2 REACTOME_ALPHA_OXIDATION_OF_PHYTANATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALPHA_OXIDATION_OF_PHYTANATE ALDH3A2 HACL1 PECR PHYH SLC25A17 SLC27A2 REACTOME_ALPHA_PROTEIN_KINASE_1_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALPHA_PROTEIN_KINASE_1_SIGNALING_PATHWAY ALPK1 MAP3K7 RPS27A TAB1 TAB2 TAB3 TIFA TRAF6 UBA52 UBB UBC REACTOME_ALTERNATIVE_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ALTERNATIVE_COMPLEMENT_ACTIVATION C3 CFB CFD CFP GZMM REACTOME_AMINE_LIGAND_BINDING_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMINE_LIGAND_BINDING_RECEPTORS ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD1 DRD2 DRD3 DRD4 DRD5 GPR143 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 REACTOME_AMINO_ACIDS_REGULATE_MTORC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMINO_ACIDS_REGULATE_MTORC1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H BMT2 CASTOR1 CASTOR2 DEPDC5 FLCN FNIP1 FNIP2 ITFG2 KICS2 KPTN LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MIOS MLST8 MTOR NPRL2 NPRL3 RHEB RPTOR RRAGA RRAGB RRAGC RRAGD SEC13 SEH1L SESN1 SESN2 SH3BP4 SLC38A9 SZT2 TCIRG1 WDR24 WDR59 REACTOME_AMINO_ACID_CONJUGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMINO_ACID_CONJUGATION ACSM1 ACSM2A ACSM2B ACSM4 ACSM5 GLYAT GLYATL1 GLYATL2 GLYATL3 REACTOME_AMINO_ACID_TRANSPORT_ACROSS_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMINO_ACID_TRANSPORT_ACROSS_THE_PLASMA_MEMBRANE SLC16A10 SLC1A4 SLC1A5 SLC25A29 SLC36A1 SLC36A2 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC6A12 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A6 SLC7A1 SLC7A10 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 REACTOME_AMPK_INHIBITS_CHREBP_TRANSCRIPTIONAL_ACTIVATION_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMPK_INHIBITS_CHREBP_TRANSCRIPTIONAL_ACTIVATION_ACTIVITY ADIPOQ ADIPOR1 ADIPOR2 MLXIPL PRKAA2 PRKAB2 PRKAG2 STK11 REACTOME_AMYLOID_FIBER_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AMYLOID_FIBER_FORMATION ADAM10 APCS APH1A APH1B APOA1 APOA4 APOE APP B2M BACE1 CALB1 CALCA CST3 FGA FURIN GGA1 GGA2 GGA3 GSN H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AX H2AZ1 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HSPG2 IAPP INS ITM2B LTF LYZ MFGE8 NAT8 NCSTN NPPA ODAM PRKN PRL PSENEN RPS27A SAA1 SEMG1 SIAH1 SIAH2 SNCA SNCAIP SORL1 TGFBI TSPAN14 TSPAN15 TSPAN33 TSPAN5 TTR UBA52 UBB UBC UBE2L6 USP9X REACTOME_ANCHORING_FIBRIL_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANCHORING_FIBRIL_FORMATION BMP1 COL1A1 COL1A2 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 LAMA3 LAMB3 LAMC2 TLL1 TLL2 REACTOME_ANCHORING_OF_THE_BASAL_BODY_TO_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANCHORING_OF_THE_BASAL_BODY_TO_THE_PLASMA_MEMBRANE ACTR1A AHI1 AKAP9 ALMS1 B9D1 B9D2 C2CD3 CC2D2A CCP110 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP162 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CEP83 CEP89 CEP97 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 FBF1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSP90AA1 IQCB1 KIF24 MAPRE1 MARK4 MKS1 NDE1 NEDD1 NEK2 NINL NPHP1 NPHP4 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP2R1A PRKACA PRKAR2B RAB11A RAB3IP RAB8A RPGRIP1L SCLT1 SDCCAG8 SEPTIN2 SFI1 SSNA1 TCTN1 TCTN2 TCTN3 TMEM216 TMEM67 TTBK2 TUBA1A TUBA4A TUBB TUBB4A TUBB4B TUBG1 YWHAE YWHAG REACTOME_ANDROGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANDROGEN_BIOSYNTHESIS CGA CYP17A1 HSD17B12 HSD17B3 HSD3B1 HSD3B2 LHB POMC SRD5A1 SRD5A2 SRD5A3 REACTOME_ANTIGEN_ACTIVATES_B_CELL_RECEPTOR_BCR_LEADING_TO_GENERATION_OF_SECOND_MESSENGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIGEN_ACTIVATES_B_CELL_RECEPTOR_BCR_LEADING_TO_GENERATION_OF_SECOND_MESSENGERS AHCYL1 BLK BLNK BTK CALM1 CD19 CD22 CD79A CD79B DAPP1 FYN GRB2 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITPR1 ITPR2 ITPR3 LYN NCK1 ORAI1 ORAI2 PIK3AP1 PIK3CD PIK3R1 PLCG2 PTPN6 SH3KBP1 SOS1 STIM1 SYK TRPC1 VAV1 REACTOME_ANTIGEN_PRESENTATION_FOLDING_ASSEMBLY_AND_PEPTIDE_LOADING_OF_CLASS_I_MHC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIGEN_PRESENTATION_FOLDING_ASSEMBLY_AND_PEPTIDE_LOADING_OF_CLASS_I_MHC ATG14 B2M BCAP31 BECN1 CALR CANX ERAP1 ERAP2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HSPA5 PDIA3 PIK3C3 PIK3R4 SAR1B SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEC31A TAP1 TAP2 TAPBP REACTOME_ANTIGEN_PROCESSING_CROSS_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIGEN_PROCESSING_CROSS_PRESENTATION B2M BTK CALR CD14 CD207 CD36 CHUK CTSL CTSS CTSV CYBA CYBB FCGR1A FCGR1BP FGA FGB FGG HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMGB1 IKBKB IKBKG ITGAV ITGB5 LNPEP LY96 MRC1 MRC2 MYD88 NCF1 NCF2 NCF4 PDIA3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A S100A1 S100A8 S100A9 SEC22B SEC61A1 SEC61A2 SEC61B SEC61G SEM1 SNAP23 STX4 TAP1 TAP2 TAPBP TIRAP TLR1 TLR2 TLR4 TLR6 UBA52 UBB UBC VAMP3 VAMP8 REACTOME_ANTIGEN_PROCESSING_UBIQUITINATION_PROTEASOME_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIGEN_PROCESSING_UBIQUITINATION_PROTEASOME_DEGRADATION ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AREL1 ARIH2 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ATG7 BLMH BTBD1 BTBD6 BTRC CBLB CBLL2 CCNF CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 CUL1 CUL2 CUL3 CUL5 CUL7 DCAF1 DET1 DTX3L DZIP3 ELOB ELOC FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FZR1 GAN GLMN HACE1 HECTD1 HECTD2 HECTD3 HECW2 HERC1 HERC2 HERC3 HERC4 HERC5 HERC6 HUWE1 ITCH KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KEAP1 KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 LMO7 LNPEP LNX1 LONRF1 LRR1 LRRC41 LRSAM1 LTN1 MEX3C MGRN1 MIB2 MKRN1 MYLIP NEDD4 NEDD4L NPEPPS PJA1 PJA2 PRKN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBBP6 RBCK1 RBX1 RCHY1 RLIM RNF111 RNF114 RNF115 RNF123 RNF126 RNF130 RNF138 RNF14 RNF144B RNF182 RNF19A RNF19B RNF213 RNF217 RNF220 RNF25 RNF34 RNF4 RNF41 RNF6 RNF7 RPS27A SEM1 SH3RF1 SIAH1 SIAH2 SKP1 SKP2 SMURF1 SMURF2 SOCS1 SOCS3 SPSB1 SPSB2 SPSB4 STUB1 THOP1 TPP2 TRAF7 TRAIP TRIM11 TRIM21 TRIM32 TRIM36 TRIM37 TRIM39 TRIM4 TRIM41 TRIM50 TRIM63 TRIM69 TRIM71 TRIM9 TRIP12 UBA1 UBA3 UBA5 UBA52 UBA6 UBA7 UBAC1 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2O UBE2Q1 UBE2Q2 UBE2R2 UBE2S UBE2U UBE2V1 UBE2V2 UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBOX5 UBR1 UBR2 UBR4 UFL1 UNKL VHL WSB1 WWP1 ZBTB16 ZNRF1 ZNRF2 REACTOME_ANTIMICROBIAL_PEPTIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIMICROBIAL_PEPTIDES ART1 ATOX1 ATP7A BPI BPIFA1 BPIFA2 BPIFB1 BPIFB2 BPIFB4 BPIFB6 CAMP CCR2 CCR6 CD4 CHGA CLU CTSG DCD DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B ELANE EPPIN EPPIN-WFDC6 GNLY HTN1 HTN3 ITLN1 LCN2 LEAP2 LTF LYZ PDZD11 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PI3 PLA2G2A PRSS2 PRSS3 PRTN3 REG3A REG3G RNASE3 RNASE6 RNASE7 RNASE8 S100A7 S100A7A S100A8 S100A9 SEMG1 SLC11A1 TLR1 TLR2 REACTOME_ANTIVIRAL_MECHANISM_BY_IFN_STIMULATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTIVIRAL_MECHANISM_BY_IFN_STIMULATED_GENES AAAS ABCE1 ADAR ARIH1 BECN1 CDK1 CENPS CENPX CHUK DHX9 DNAJC3 DUS2 EIF2AK2 EIF2S1 EIF2S2 EIF2S3 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM FLNA FLNB HERC5 HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 IFIT1 IKBKB IKBKG ILF2 ILF3 IRF3 ISG15 JAK1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 MAP2K6 MAPK3 MAPT MAVS MX1 MX2 NCK1 NDC1 NEDD4 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OAS1 OAS2 OAS3 OASL PDE12 PIN1 PLCG1 POM121 POM121C PPM1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PRKRA PTPN2 RAE1 RANBP2 RIGI RNASEL RPS27A SEC13 SEH1L SNCA SPHK1 STAT1 STAT3 SUMO1 TARBP2 TP53 TPR TRIM25 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBA7 UBB UBC UBE2E1 UBE2I UBE2L6 UBE2N USP18 REACTOME_ANTI_INFLAMMATORY_RESPONSE_FAVOURING_LEISHMANIA_PARASITE_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ANTI_INFLAMMATORY_RESPONSE_FAVOURING_LEISHMANIA_PARASITE_INFECTION ADAM17 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2B AHCYL1 CALM1 CD163 CD247 CD3G CREB1 CYSLTR1 CYSLTR2 DPEP1 DPEP2 DPEP3 FCGR1A FCGR2A FCGR3A FGR FURIN FYN GGT1 GGT5 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HCK IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL10 IL6 ITPR1 ITPR2 ITPR3 LYN MAPK14 MYH9 PLCG1 PLCG2 PLK2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX RHBDF2 SRC SYK YES1 REACTOME_APC_CDC20_MEDIATED_DEGRADATION_OF_NEK2A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APC_CDC20_MEDIATED_DEGRADATION_OF_NEK2A ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 MAD2L1 NEK2 RPS27A UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_APC_C_CDC20_MEDIATED_DEGRADATION_OF_CYCLIN_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APC_C_CDC20_MEDIATED_DEGRADATION_OF_CYCLIN_B ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNB1 CDC16 CDC20 CDC23 CDC26 CDC27 CDK1 RPS27A UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_APC_C_CDH1_MEDIATED_DEGRADATION_OF_CDC20_AND_OTHER_APC_C_CDH1_TARGETED_PROTEINS_IN_LATE_MITOSIS_EARLY_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APC_C_CDH1_MEDIATED_DEGRADATION_OF_CDC20_AND_OTHER_APC_C_CDH1_TARGETED_PROTEINS_IN_LATE_MITOSIS_EARLY_G1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AURKA AURKB CDC16 CDC20 CDC23 CDC26 CDC27 FZR1 PLK1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RB1 RPS27A SEM1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_APC_C_MEDIATED_DEGRADATION_OF_CELL_CYCLE_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APC_C_MEDIATED_DEGRADATION_OF_CELL_CYCLE_PROTEINS ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AURKA AURKB BTRC BUB1B BUB3 CCNA1 CCNA2 CCNB1 CDC14A CDC16 CDC20 CDC23 CDC26 CDC27 CDK1 CDK2 CUL1 FBXO5 FZR1 MAD2L1 NEK2 PLK1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RB1 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_APEX1_INDEPENDENT_RESOLUTION_OF_AP_SITES_VIA_THE_SINGLE_NUCLEOTIDE_REPLACEMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APEX1_INDEPENDENT_RESOLUTION_OF_AP_SITES_VIA_THE_SINGLE_NUCLEOTIDE_REPLACEMENT_PATHWAY LIG3 NEIL1 NEIL2 OGG1 PNKP POLB XRCC1 REACTOME_APOBEC3G_MEDIATED_RESISTANCE_TO_HIV_1_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOBEC3G_MEDIATED_RESISTANCE_TO_HIV_1_INFECTION APOBEC3G BANF1 HMGA1 PPIA PSIP1 REACTOME_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOSIS ACIN1 ADD1 AKT1 AKT2 AKT3 APAF1 APC APIP APPL1 ARHGAP10 AVEN BAD BAK1 BAX BBC3 BCAP31 BCL2 BCL2L1 BCL2L11 BID BIRC2 BMF BMX C1QBP CARD8 CASP3 CASP6 CASP7 CASP8 CASP9 CD14 CDH1 CDKN2A CFLAR CLSPN CTNNB1 CYCS DAPK1 DAPK2 DAPK3 DBNL DCC DFFA DFFB DIABLO DNM1L DSG1 DSG2 DSG3 DSP DYNLL1 DYNLL2 E2F1 FADD FAS FASLG FNTA GAS2 GSDMD GSDME GSN GZMB H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HMGB1 HMGB2 KPNA1 KPNB1 LMNA LMNB1 LY96 MAGED1 MAPK1 MAPK3 MAPK8 MAPT NMT1 OCLN OMA1 OPA1 PAK2 PKP1 PLEC PMAIP1 PPP1R13B PPP3CC PPP3R1 PRKCD PRKCQ PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK2 RIPK1 ROCK1 RPS27A SATB1 SEM1 SEPTIN4 SFN SPTAN1 STAT3 STK24 STK26 TFDP1 TFDP2 TICAM1 TICAM2 TJP1 TJP2 TLR4 TNFRSF10A TNFRSF10B TNFSF10 TP53 TP53BP2 TP63 TP73 TRADD TRAF2 UACA UBA52 UBB UBC UNC5A UNC5B VIM XIAP YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_APOPTOSIS_INDUCED_DNA_FRAGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOSIS_INDUCED_DNA_FRAGMENTATION CASP3 DFFA DFFB H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HMGB1 HMGB2 KPNA1 KPNB1 REACTOME_APOPTOTIC_CLEAVAGE_OF_CELLULAR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOTIC_CLEAVAGE_OF_CELLULAR_PROTEINS ACIN1 ADD1 APC BCAP31 BIRC2 BMX CASP3 CASP6 CASP7 CASP8 CDH1 CLSPN CTNNB1 DBNL DSG1 DSG2 DSG3 DSP FNTA GAS2 GSN LMNA LMNB1 MAPT OCLN PKP1 PLEC PRKCD PRKCQ PTK2 ROCK1 SATB1 SPTAN1 STK24 STK26 TJP1 TJP2 VIM REACTOME_APOPTOTIC_CLEAVAGE_OF_CELL_ADHESION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOTIC_CLEAVAGE_OF_CELL_ADHESION_PROTEINS CASP3 CDH1 CTNNB1 DSG1 DSG2 DSG3 DSP OCLN PKP1 TJP1 TJP2 REACTOME_APOPTOTIC_EXECUTION_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOTIC_EXECUTION_PHASE ACIN1 ADD1 APC BCAP31 BIRC2 BMX CASP3 CASP6 CASP7 CASP8 CDH1 CLSPN CTNNB1 DBNL DFFA DFFB DNM1L DSG1 DSG2 DSG3 DSP FNTA GAS2 GSN H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HMGB1 HMGB2 KPNA1 KPNB1 LMNA LMNB1 MAPT OCLN PAK2 PKP1 PLEC PRKCD PRKCQ PTK2 ROCK1 SATB1 SPTAN1 STK24 STK26 TJP1 TJP2 VIM REACTOME_APOPTOTIC_FACTOR_MEDIATED_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_APOPTOTIC_FACTOR_MEDIATED_RESPONSE APAF1 APIP AVEN BAK1 BAX C1QBP CARD8 CASP3 CASP7 CASP9 CDKN2A CYCS DIABLO GSDMD GSDME MAPK1 MAPK3 SEPTIN4 UACA XIAP REACTOME_AQUAPORIN_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AQUAPORIN_MEDIATED_TRANSPORT ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AQP1 AQP10 AQP11 AQP12A AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP8 AQP9 AVP AVPR2 GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MIP MYO5B PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAB11A RAB11FIP2 REACTOME_ARACHIDONATE_PRODUCTION_FROM_DAG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ARACHIDONATE_PRODUCTION_FROM_DAG ABHD12 ABHD6 DAGLA DAGLB MGLL REACTOME_ARACHIDONIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ARACHIDONIC_ACID_METABOLISM ABCC1 AKR1C3 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AWAT1 CBR1 CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2J2 CYP2U1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP8B1 DPEP1 DPEP2 DPEP3 EPHX2 FAAH FAAH2 GGT1 GGT5 GPX1 GPX2 GPX4 HPGD HPGDS LTA4H LTC4S MAPKAPK2 PLA2G4A PON1 PON2 PON3 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGS1 PTGS2 TBXAS1 REACTOME_ARMS_MEDIATED_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ARMS_MEDIATED_ACTIVATION BRAF CRK KIDINS220 NGF NTRK1 RAP1A YWHAB REACTOME_ARYL_HYDROCARBON_RECEPTOR_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ARYL_HYDROCARBON_RECEPTOR_SIGNALLING AHR AIP ARNT ARNT2 HSP90AB1 PTGES3 REACTOME_ASPARAGINE_N_LINKED_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASPARAGINE_N_LINKED_GLYCOSYLATION ACTR10 ACTR1A ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 AMDHD2 AMFR ANK1 ANK2 ANK3 ANKRD28 ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 ASGR1 ASGR2 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BET1 BET1L CALR CANX CAPZA1 CAPZA2 CAPZA3 CAPZB CD55 CD59 CGA CHST10 CHST8 CMAS CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CSNK1D CTSA CTSC CTSZ DAD1 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDOST DERL1 DERL2 DHDDS DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EDEM1 EDEM2 EDEM3 ENGASE F5 F8 FCSK FOLR1 FPGT FUCA1 FUOM FUT3 FUT8 GANAB GBF1 GFPT1 GFPT2 GFUS GLB1 GMDS GMPPA GMPPB GNE GNPNAT1 GOLGA2 GOLGB1 GORASP1 GOSR1 GOSR2 GRIA1 HK1 INS KDELR1 KDELR2 KDELR3 LHB LMAN1 LMAN1L LMAN2 LMAN2L MAGT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MANEA MARCHF6 MCFD2 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 MIA2 MIA3 MLEC MOGS MPDU1 MPI MVD NAGK NANP NANS NAPA NAPB NAPG NEU1 NEU2 NEU3 NEU4 NGLY1 NPL NSF NUDT14 NUS1 OS9 PDIA3 PGM3 PMM1 PMM2 PPP6C PPP6R1 PPP6R3 PREB PRKCSH PSMC1 RAB1A RAB1B RAD23B RENBP RFT1 RNF103 RNF139 RNF185 RNF5 RPN1 RPN2 RPS27A SAR1B SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEL1L SERPINA1 SLC17A5 SLC35A1 SLC35C1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STT3A STX17 STX5 SYVN1 TBC1D20 TFG TGFA TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 TRIM13 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUSC3 UAP1 UBA52 UBB UBC UBXN1 UGGT1 UGGT2 UMOD USO1 VCP YKT6 REACTOME_ASPARTATE_AND_ASPARAGINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASPARTATE_AND_ASPARAGINE_METABOLISM ASNS ASPA ASPG FOLH1 GADL1 GOT1 GOT2 NAALAD2 NAT8L SLC25A12 SLC25A13 REACTOME_ASPIRIN_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASPIRIN_ADME ABCC2 ABCC3 ACSM2A ACSM2B ACSM4 ACSM5 ALB BCHE BSG CES1 CES2 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 GLYAT GLYATL1 GLYATL2 GLYATL3 SLC16A1 SLC22A7 SLCO2B1 UGT1A1 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 REACTOME_ASSEMBLY_AND_CELL_SURFACE_PRESENTATION_OF_NMDA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_AND_CELL_SURFACE_PRESENTATION_OF_NMDA_RECEPTORS ACTN2 APBA1 CAMK2A CAMK2B CAMK2D CAMK2G CASK DLG1 DLG2 DLG3 DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B KIF17 LIN7A LIN7B LIN7C LRRC7 NBEA NEFL TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_ASSEMBLY_OF_ACTIVE_LPL_AND_LIPC_LIPASE_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_OF_ACTIVE_LPL_AND_LIPC_LIPASE_COMPLEXES ANGPTL3 ANGPTL4 ANGPTL8 APOA4 APOA5 APOC2 CIDEC CREB3L3 FGF21 FURIN GPIHBP1 LIPC LMF1 LMF2 LPL MBTPS1 MBTPS2 PCSK5 PCSK6 REACTOME_ASSEMBLY_OF_COLLAGEN_FIBRILS_AND_OTHER_MULTIMERIC_STRUCTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_OF_COLLAGEN_FIBRILS_AND_OTHER_MULTIMERIC_STRUCTURES BMP1 CD151 COL10A1 COL11A1 COL11A2 COL12A1 COL14A1 COL15A1 COL17A1 COL18A1 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CTSB CTSL CTSS CTSV DST ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 LOX LOXL1 LOXL2 LOXL3 LOXL4 MMP13 MMP20 MMP3 MMP7 MMP9 PCOLCE PLEC PXDN TLL1 TLL2 REACTOME_ASSEMBLY_OF_THE_HIV_VIRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_OF_THE_HIV_VIRION FURIN MVB12A MVB12B NMT2 PPIA RPS27A TSG101 UBA52 UBAP1 UBB UBC VPS28 VPS37A VPS37B VPS37C VPS37D REACTOME_ASSEMBLY_OF_THE_ORC_COMPLEX_AT_THE_ORIGIN_OF_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSEMBLY_OF_THE_ORC_COMPLEX_AT_THE_ORIGIN_OF_REPLICATION H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KPNA1 KPNA6 KPNB1 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 REACTOME_ASSOCIATION_OF_TRIC_CCT_WITH_TARGET_PROTEINS_DURING_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASSOCIATION_OF_TRIC_CCT_WITH_TARGET_PROTEINS_DURING_BIOSYNTHESIS AP3M1 ARFGEF2 CCNE1 CCNE2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 DCAF7 FBXL3 FBXL5 FBXO4 FBXO6 FBXW10 FBXW2 FBXW4 FBXW5 FBXW7 FBXW9 FKBP9 GAPDHS GBA1 HDAC3 KIF13A KIFC3 LONP2 NOP56 SKIC2 SPHK1 STAT3 TCP1 TP53 USP11 WRAP53 XRN2 REACTOME_ASYMMETRIC_LOCALIZATION_OF_PCP_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ASYMMETRIC_LOCALIZATION_OF_PCP_PROTEINS DVL2 FZD1 FZD2 FZD3 FZD4 FZD5 FZD7 FZD8 PARD6A PRICKLE1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SCRIB SEM1 SMURF1 SMURF2 UBA52 UBB UBC VANGL2 WNT5A REACTOME_ATF4_ACTIVATES_GENES_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATF4_ACTIVATES_GENES_IN_RESPONSE_TO_ENDOPLASMIC_RETICULUM_STRESS ASNS ATF3 ATF4 ATF6 CCL2 CEBPB CEBPG CXCL8 DCP2 DDIT3 DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HERPUD1 IGFBP1 KHSRP NFYA NFYB NFYC PARN REACTOME_ATF6_ATF6_ALPHA_ACTIVATES_CHAPERONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATF6_ATF6_ALPHA_ACTIVATES_CHAPERONES ATF4 ATF6 CALR DDIT3 HSP90B1 HSPA5 MBTPS1 MBTPS2 NFYA NFYB NFYC XBP1 REACTOME_ATF6_ATF6_ALPHA_ACTIVATES_CHAPERONE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATF6_ATF6_ALPHA_ACTIVATES_CHAPERONE_GENES ATF4 ATF6 CALR DDIT3 HSP90B1 HSPA5 NFYA NFYB NFYC XBP1 REACTOME_ATORVASTATIN_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATORVASTATIN_ADME ABCB1 ABCC2 CYP3A4 PON1 PON3 SLCO1B1 SLCO1B3 SLCO2B1 UGT1A3 REACTOME_ATTACHMENT_AND_ENTRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATTACHMENT_AND_ENTRY ACE2 AGRN CTSL FURIN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HAVCR1 HSPG2 NRP1 SDC1 SDC2 SDC3 SDC4 TMPRSS2 VCP REACTOME_ATTACHMENT_OF_GPI_ANCHOR_TO_UPAR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATTACHMENT_OF_GPI_ANCHOR_TO_UPAR GPAA1 PGAP1 PIGK PIGS PIGT PIGU PLAUR REACTOME_ATTENUATION_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ATTENUATION_PHASE COL4A6 CREBBP CRYBA4 DEDD2 DNAJB1 DNAJB6 EP300 FKBP4 GML HSBP1 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 HSPB1 HSPB2 HSPH1 MRPL18 PTGES3 RLN1 SERPINH1 TNFRSF21 UBB REACTOME_AUF1_HNRNP_D0_BINDS_AND_DESTABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AUF1_HNRNP_D0_BINDS_AND_DESTABILIZES_MRNA EIF4G1 HNRNPD HSPA1A HSPA8 HSPB1 PABPC1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 UBA52 UBB UBC REACTOME_AURKA_ACTIVATION_BY_TPX2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AURKA_ACTIVATION_BY_TPX2 ACTR1A AKAP9 ALMS1 AURKA CCP110 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HMMR HSP90AA1 MAPRE1 NDE1 NEDD1 NEK2 NINL ODF2 OFD1 PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP2R1A PRKACA PRKAR2B SDCCAG8 SFI1 SSNA1 TPX2 TUBA1A TUBA4A TUBB TUBB4A TUBB4B TUBG1 YWHAE YWHAG REACTOME_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AUTOPHAGY AMBRA1 ARL13B ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG3 ATG4A ATG4B ATG4C ATG4D ATG5 ATG7 ATG9A ATG9B ATM BECN1 CETN1 CFTR CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CSNK2A1 CSNK2A2 CSNK2B DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EEF1A1 EPAS1 FUNDC1 GABARAP GABARAPL1 GABARAPL2 GFAP HBB HDAC6 HSF1 HSP90AA1 HSP90AB1 HSPA8 IFT88 LAMP2 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MAP1LC3A MAP1LC3B MAP1LC3C MFN1 MFN2 MLST8 MTERF3 MTMR14 MTMR3 MTOR MVB12A MVB12B NBR1 OPTN PARK7 PCNT PEX5 PGAM5 PIK3C3 PIK3R4 PINK1 PLIN2 PLIN3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKN RB1CC1 RHEB RNASE1 RPS27A RPTOR RRAGA RRAGB RRAGC RRAGD SLC38A9 SQSTM1 SRC TBK1 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TSC1 TSC2 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBAP1 UBB UBC UBE2D2 UBE2D3 UBE2L3 UBE2N UBE2V1 ULK1 USP30 UVRAG VCP VDAC1 VDAC2 VDAC3 VIM VPS28 VPS37A VPS37B VPS37C VPS37D WDR45 WDR45B WIPI1 WIPI2 REACTOME_AZATHIOPRINE_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_AZATHIOPRINE_ADME ABCC4 ABCC5 GMPS GSTA1 GSTA2 GSTM1 GUK1 HPRT1 IMPDH1 IMPDH2 NME1 NME2 NUDT15 RAC1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 TPMT VAV1 VAV2 VAV3 XDH REACTOME_A_TETRASACCHARIDE_LINKER_SEQUENCE_IS_REQUIRED_FOR_GAG_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_A_TETRASACCHARIDE_LINKER_SEQUENCE_IS_REQUIRED_FOR_GAG_SYNTHESIS AGRN B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 BCAN BGN CSPG4 CSPG5 DCN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HSPG2 NCAN SDC1 SDC2 SDC3 SDC4 VCAN XYLT1 XYLT2 REACTOME_BACTERIAL_INFECTION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BACTERIAL_INFECTION_PATHWAYS ANTXR1 ANTXR2 ATP6V1H B2M CALM1 CBL CBLL1 CD9 CDH1 CORO1A CTNNB1 CTNND1 CTSG DUSP16 EEF2 ENO1 EPS15 FURIN GRB2 GSK3A GUCY2C HBEGF HGS HSP90AA1 HSP90AB1 KPNA1 KPNB1 LTF MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAPK1 MAPK3 MET MRC1 NHERF4 NOS2 PDCD6IP PGK1 RAB5A RAB7A RNF213 RPS27A SFPQ SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SNAP25 SRC STAM STAM2 STX1A STX1B SV2A SV2B SV2C SYT1 SYT2 TLR2 TRIM27 TXNRD1 UBA52 UBB UBC VAMP1 VAMP2 VPS33B REACTOME_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BASE_EXCISION_REPAIR ACD ADPRS APEX1 FEN1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 LIG1 LIG3 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 PARG PARP1 PARP2 PCNA PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POT1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 SMUG1 TDG TERF1 TERF2 TERF2IP TINF2 UNG XRCC1 REACTOME_BASE_EXCISION_REPAIR_AP_SITE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BASE_EXCISION_REPAIR_AP_SITE_FORMATION ACD H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MBD4 MPG MUTYH NEIL1 NEIL2 NEIL3 NTHL1 OGG1 POT1 SMUG1 TDG TERF1 TERF2 TERF2IP TINF2 UNG REACTOME_BASIGIN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BASIGIN_INTERACTIONS ATP1B1 ATP1B2 ATP1B3 BSG CAV1 ITGA3 ITGA6 ITGB1 L1CAM MAG MMP1 PPIA PPIL2 SLC16A1 SLC16A3 SLC16A8 SLC3A2 SLC7A10 SLC7A11 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SPN REACTOME_BBSOME_MEDIATED_CARGO_TARGETING_TO_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BBSOME_MEDIATED_CARGO_TARGETING_TO_CILIUM ARL6 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 CCT2 CCT3 CCT4 CCT5 CCT8 LZTFL1 MCHR1 MKKS RAB3IP SMO SSTR3 TCP1 TTC8 REACTOME_BETA_CATENIN_INDEPENDENT_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_CATENIN_INDEPENDENT_WNT_SIGNALING AGO1 AGO2 AGO3 AGO4 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARRB2 AXIN2 CALM1 CAMK2A CLTA CLTB CLTC CTNNB1 DAAM1 DVL1 DVL2 DVL3 FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 GNAO1 GNAT2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 ITPR1 ITPR2 ITPR3 KRAS LEF1 MAP3K7 MOV10 MYC NFATC1 NLK PARD6A PDE6A PDE6B PDE6G PFN1 PLCB1 PLCB2 PLCB3 PPP3CA PPP3CB PPP3R1 PRICKLE1 PRKCA PRKCB PRKCG PRKG1 PRKG2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAC2 RAC3 RHOA ROR1 ROR2 RPS27A RYK SCRIB SEM1 SMURF1 SMURF2 TCF7 TCF7L1 TCF7L2 TNRC6A TNRC6B TNRC6C UBA52 UBB UBC VANGL2 WNT1 WNT11 WNT4 WNT5A WNT5B REACTOME_BETA_CATENIN_PHOSPHORYLATION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_CATENIN_PHOSPHORYLATION_CASCADE AMER1 APC AXIN1 CSNK1A1 CTNNB1 FRAT1 FRAT2 GSK3B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E REACTOME_BETA_DEFENSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_DEFENSINS CCR2 CCR6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B TLR1 TLR2 REACTOME_BETA_OXIDATION_OF_BUTANOYL_COA_TO_ACETYL_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_BUTANOYL_COA_TO_ACETYL_COA ACADS ACSM3 ACSM6 ECHS1 HADH REACTOME_BETA_OXIDATION_OF_DECANOYL_COA_TO_OCTANOYL_COA_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_DECANOYL_COA_TO_OCTANOYL_COA_COA ACADM ECHS1 HADH HADHA HADHB MECR REACTOME_BETA_OXIDATION_OF_HEXANOYL_COA_TO_BUTANOYL_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_HEXANOYL_COA_TO_BUTANOYL_COA ACADS ECHS1 HADH HADHA HADHB REACTOME_BETA_OXIDATION_OF_LAUROYL_COA_TO_DECANOYL_COA_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_LAUROYL_COA_TO_DECANOYL_COA_COA ACADL ECHS1 HADH HADHA HADHB REACTOME_BETA_OXIDATION_OF_OCTANOYL_COA_TO_HEXANOYL_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_OCTANOYL_COA_TO_HEXANOYL_COA ACADM ECHS1 HADH HADHA HADHB REACTOME_BETA_OXIDATION_OF_PRISTANOYL_COA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_PRISTANOYL_COA ACOT8 ACOX2 ACOX3 ACOXL AMACR CRAT CROT HSD17B4 SCP2 REACTOME_BETA_OXIDATION_OF_VERY_LONG_CHAIN_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BETA_OXIDATION_OF_VERY_LONG_CHAIN_FATTY_ACIDS ABCD1 ACAA1 ACOT4 ACOT6 ACOT8 ACOX1 DECR2 ECI2 EHHADH HSD17B4 MLYCD REACTOME_BH3_ONLY_PROTEINS_ASSOCIATE_WITH_AND_INACTIVATE_ANTI_APOPTOTIC_BCL_2_MEMBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BH3_ONLY_PROTEINS_ASSOCIATE_WITH_AND_INACTIVATE_ANTI_APOPTOTIC_BCL_2_MEMBERS BAD BBC3 BCL2 BCL2L1 BCL2L11 BID BMF PMAIP1 STAT3 REACTOME_BICARBONATE_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BICARBONATE_TRANSPORTERS AHCYL2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 REACTOME_BILE_ACID_AND_BILE_SALT_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BILE_ACID_AND_BILE_SALT_METABOLISM ABCB11 ABCC3 ACOT8 ACOX2 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALB AMACR BAAT CH25H CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 FABP6 HSD17B4 HSD3B7 NCOA1 NCOA2 NR1H4 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 RXRA SCP2 SLC10A1 SLC10A2 SLC27A2 SLC27A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 STARD5 REACTOME_BINDING_AND_UPTAKE_OF_LIGANDS_BY_SCAVENGER_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BINDING_AND_UPTAKE_OF_LIGANDS_BY_SCAVENGER_RECEPTORS ALB AMBP APOA1 APOB APOE APOL1 CALR CD163 CD36 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COLEC11 COLEC12 FTH1 FTL HBA1 HBA2 HBB HP HPR HPX HSP90AA1 HSP90B1 HSPH1 HYOU1 IGHA1 IGHA2 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 JCHAIN LRP1 MARCO MASP1 MSR1 SAA1 SCARA5 SCARB1 SCARF1 SCGB3A2 SPARC SSC5D STAB1 STAB2 REACTOME_BINDING_OF_TCF_LEF_CTNNB1_TO_TARGET_GENE_PROMOTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BINDING_OF_TCF_LEF_CTNNB1_TO_TARGET_GENE_PROMOTERS AXIN2 CTNNB1 LEF1 MYC RUNX3 TCF7 TCF7L1 TCF7L2 REACTOME_BIOLOGICAL_OXIDATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOLOGICAL_OXIDATIONS AADAC ABHD10 ABHD14B ACSM1 ACSM2A ACSM2B ACSM4 ACSM5 ACSS1 ACSS2 ACY1 ACY3 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AHCY AHR AIP AKR1A1 AKR7A2 AKR7A3 AKR7L ALDH1A1 ALDH1B1 ALDH2 ALDH3A1 AOC1 AOC2 AOC3 ARNT ARNT2 AS3MT BPHL BPNT1 BPNT2 CBR3 CES1 CES2 CES3 CHAC1 CHAC2 CMBL CNDP2 COMT CYB5B CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DPEP1 DPEP2 DPEP3 EPHX1 ESD FDX1 FDX2 FDXR FMO1 FMO2 FMO3 GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GLYAT GLYATL1 GLYATL2 GLYATL3 GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTZ1 HPGDS HSP90AB1 MAOA MAOB MAT1A MAT2A MAT2B MGST1 MGST2 MGST3 MTARC1 MTARC2 MTR MTRR N6AMT1 NAT1 NAT2 NCOA1 NCOA2 NNMT NQO2 NR1H4 OPLAH PAOX PAPSS1 PAPSS2 PODXL2 POMC POR PTGES3 PTGIS PTGS1 RXRA SLC26A1 SLC26A2 SLC35B2 SLC35B3 SLC35D1 SMOX SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TBXAS1 TPMT TPST1 TPST2 TRMT112 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 REACTOME_BIOSYNTHESIS_OF_EPA_DERIVED_SPMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_EPA_DERIVED_SPMS ALOX15 ALOX5 GPX4 HPGD LTA4H PTGS2 REACTOME_BIOSYNTHESIS_OF_MARESINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_MARESINS ALOX5 CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 EPHX2 REACTOME_BIOSYNTHESIS_OF_MARESIN_LIKE_SPMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_MARESIN_LIKE_SPMS CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 REACTOME_BIOSYNTHESIS_OF_SPECIALIZED_PRORESOLVING_MEDIATORS_SPMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_SPECIALIZED_PRORESOLVING_MEDIATORS_SPMS ALOX12 ALOX15 ALOX5 ALOX5AP CYP1A1 CYP1A2 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 EPHX2 GPX4 GSTM4 HPGD LTA4H LTC4S PTGR1 PTGS2 REACTOME_BIOSYNTHESIS_OF_THE_N_GLYCAN_PRECURSOR_DOLICHOL_LIPID_LINKED_OLIGOSACCHARIDE_LLO_AND_TRANSFER_TO_A_NASCENT_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOSYNTHESIS_OF_THE_N_GLYCAN_PRECURSOR_DOLICHOL_LIPID_LINKED_OLIGOSACCHARIDE_LLO_AND_TRANSFER_TO_A_NASCENT_PROTEIN ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 AMDHD2 CMAS CTSA DHDDS DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 FCSK FPGT FUOM GFPT1 GFPT2 GFUS GLB1 GMDS GMPPA GMPPB GNE GNPNAT1 HK1 MPDU1 MPI MVD NAGK NANP NANS NEU1 NEU2 NEU3 NEU4 NPL NUDT14 NUS1 PGM3 PMM1 PMM2 RENBP RFT1 SLC17A5 SLC35A1 SLC35C1 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 UAP1 REACTOME_BIOTIN_TRANSPORT_AND_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BIOTIN_TRANSPORT_AND_METABOLISM ACACA ACACB BTD HLCS MCCC1 MCCC2 PC PCCA PCCB PDZD11 SLC5A6 REACTOME_BLOOD_GROUP_SYSTEMS_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BLOOD_GROUP_SYSTEMS_BIOSYNTHESIS B3GALT1 B3GALT2 B3GALT4 B3GALT5 B4GALNT2 FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT9 RHCE RHD ST3GAL3 ST3GAL4 ST3GAL6 ST6GALNAC6 REACTOME_BMAL1_CLOCK_NPAS2_ACTIVATES_CIRCADIAN_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BMAL1_CLOCK_NPAS2_ACTIVATES_CIRCADIAN_GENE_EXPRESSION AVP BHLHE40 BHLHE41 BMAL1 BMAL2 CARM1 CHD9 CLOCK CREBBP DBP F7 HELZ2 KLF15 MED1 NAMPT NCOA1 NCOA2 NCOA6 NOCT NPAS2 PPARA RXRA SERPINE1 SMARCD3 TBL1X TBL1XR1 TGS1 REACTOME_BRANCHED_CHAIN_AMINO_ACID_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BRANCHED_CHAIN_AMINO_ACID_CATABOLISM ACAD8 ACADSB ACAT1 ALDH6A1 AUH BCAT1 BCAT2 BCKDHA BCKDHB BCKDK DBT DLD ECHS1 HIBADH HIBCH HSD17B10 IVD MCCC1 MCCC2 PPM1K SLC25A44 REACTOME_BUDDING_AND_MATURATION_OF_HIV_VIRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BUDDING_AND_MATURATION_OF_HIV_VIRION CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 MVB12A MVB12B NEDD4L PDCD6IP PPIA RPS27A TSG101 UBA52 UBAP1 UBB UBC VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 REACTOME_BUTYRATE_RESPONSE_FACTOR_1_BRF1_BINDS_AND_DESTABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BUTYRATE_RESPONSE_FACTOR_1_BRF1_BINDS_AND_DESTABILIZES_MRNA AKT1 DCP1A DCP2 DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 MAPKAPK2 XRN1 YWHAB ZFP36L1 REACTOME_BUTYROPHILIN_BTN_FAMILY_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_BUTYROPHILIN_BTN_FAMILY_INTERACTIONS BTN1A1 BTN2A1 BTN2A2 BTN3A1 BTN3A2 BTN3A3 BTNL2 BTNL8 BTNL9 CD209 PPL XDH REACTOME_B_WICH_COMPLEX_POSITIVELY_REGULATES_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_B_WICH_COMPLEX_POSITIVELY_REGULATES_RRNA_EXPRESSION ACTB BAZ1B DDX21 DEK EP300 ERCC6 GSK3B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KAT2A KAT2B MYBBP1A MYO1C POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L SF3B1 SMARCA5 TAF1A TAF1B TAF1C TAF1D TBP REACTOME_CA2_ACTIVATED_K_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CA2_ACTIVATED_K_CHANNELS KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 REACTOME_CA2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CA2_PATHWAY AGO1 AGO2 AGO3 AGO4 AXIN2 CALM1 CAMK2A CTNNB1 FZD2 FZD3 FZD4 FZD5 FZD6 GNAO1 GNAT2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 ITPR1 ITPR2 ITPR3 KRAS LEF1 MAP3K7 MOV10 MYC NFATC1 NLK PDE6A PDE6B PDE6G PLCB1 PLCB2 PLCB3 PPP3CA PPP3CB PPP3R1 PRKCA PRKG1 PRKG2 TCF7 TCF7L1 TCF7L2 TNRC6A TNRC6B TNRC6C WNT11 WNT5A REACTOME_CALCINEURIN_ACTIVATES_NFAT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CALCINEURIN_ACTIVATES_NFAT CALM1 FKBP1A NFATC1 NFATC2 NFATC3 PPIA PPP3CA PPP3CB PPP3R1 REACTOME_CALCITONIN_LIKE_LIGAND_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CALCITONIN_LIKE_LIGAND_RECEPTORS ADM ADM2 CALCA CALCB CALCR CALCRL IAPP RAMP1 RAMP2 RAMP3 REACTOME_CALNEXIN_CALRETICULIN_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CALNEXIN_CALRETICULIN_CYCLE AMFR CALR CANX DERL2 EDEM1 EDEM2 EDEM3 GANAB MAN1B1 MARCHF6 OS9 PDIA3 PRKCSH RNF103 RNF139 RNF185 RNF5 RPS27A SEL1L SYVN1 TRIM13 UBA52 UBB UBC UGGT1 UGGT2 REACTOME_CAMK_IV_MEDIATED_PHOSPHORYLATION_OF_CREB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CAMK_IV_MEDIATED_PHOSPHORYLATION_OF_CREB CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 KPNA2 REACTOME_CARBOXYTERMINAL_POST_TRANSLATIONAL_MODIFICATIONS_OF_TUBULIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARBOXYTERMINAL_POST_TRANSLATIONAL_MODIFICATIONS_OF_TUBULIN AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 LRRC49 NICN1 SVBP TPGS1 TPGS2 TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VASH1 VASH2 REACTOME_CARDIAC_CONDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARDIAC_CONDUCTION ABCC9 AHCYL1 AKAP9 ASPH ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CACNA1C CACNA2D2 CACNB1 CACNB2 CACNG4 CACNG6 CACNG7 CACNG8 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CES1 CLIC2 CORIN DMPK FGF11 FGF12 FGF13 FGF14 FKBP1B FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 GATA4 HIPK1 HIPK2 ITPR1 ITPR2 ITPR3 KAT2B KCNA5 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ12 KCNJ14 KCNJ2 KCNJ4 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNQ1 MME NKX2-5 NOS1 NPPA NPPC NPR1 NPR2 ORAI1 ORAI2 PLN PRKACA RANGRF RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SLC8A1 SLC8A2 SLC8A3 SLN SRI STIM1 TBX5 TNNI3 TRDN TRPC1 WWTR1 REACTOME_CARDIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARDIOGENESIS CTNNB1 EOMES FOXO4 GATA4 GATA6 HAND1 HAND2 HEY1 HEY2 ISL1 KAT2A KAT5 LDB1 LEF1 MEF2C MESP1 MYOCD NKX2-5 SMAD1 SMAD4 SMYD1 SRF TBX1 TBX20 TBX5 TBXT WDR5 REACTOME_CARGO_CONCENTRATION_IN_THE_ER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARGO_CONCENTRATION_IN_THE_ER AREG CD59 CNIH1 CNIH2 CNIH3 COL7A1 CTSC CTSZ F5 F8 FOLR1 GOSR2 GRIA1 LMAN1 LMAN1L LMAN2 LMAN2L MCFD2 MIA2 MIA3 PREB SAR1B SEC22B SEC23A SEC24A SEC24B SEC24C SEC24D SERPINA1 STX5 TGFA TMED10 TMED2 REACTOME_CARGO_RECOGNITION_FOR_CLATHRIN_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARGO_RECOGNITION_FOR_CLATHRIN_MEDIATED_ENDOCYTOSIS AAK1 ADRB2 AGFG1 AGTR1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB AREG ARRB1 ARRB2 AVP AVPR2 BTC CBL CD3D CD3G CD4 CFTR CHRM2 CLTA CLTB CLTC CLTCL1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 DAB2 DVL2 EGF EGFR EPGN EPN1 EPN2 EPS15 EPS15L1 EREG FCHO1 FCHO2 FZD4 GPS1 GRB2 GRK2 GRK3 HBEGF HGS IGF2R IL7R ITSN1 ITSN2 KIAA0319 LDLR LDLRAP1 LRP2 M6PR NECAP1 NECAP2 NEDD8 PICALM REPS1 REPS2 RPS27A SCARB2 SGIP1 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SLC18A3 SLC2A8 SNAP91 STAM STAM2 STON1 STON2 SYT1 SYT11 SYT2 SYT8 SYT9 TACR1 TF TFRC TGFA TGOLN2 TOR1A TOR1B UBA52 UBB UBC UBQLN1 UBQLN2 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 WNT5A REACTOME_CARGO_TRAFFICKING_TO_THE_PERICILIARY_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARGO_TRAFFICKING_TO_THE_PERICILIARY_MEMBRANE ARF4 ARL13B ARL3 ARL6 ASAP1 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 CCT2 CCT3 CCT4 CCT5 CCT8 CNGA2 CNGA4 CNGB1 CYS1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 GBF1 INPP5E LZTFL1 MCHR1 MKKS NPHP3 PDE6D PKD1 PKD2 RAB11A RAB11FIP3 RAB3IP RAB8A RHO RP2 SMO SSTR3 TCP1 TTC8 UNC119B REACTOME_CARNITINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CARNITINE_METABOLISM ACACA ACACB CPT1A CPT1B CPT2 MID1IP1 PPARD PRKAA2 PRKAB2 PRKAG2 RXRA SLC22A5 SLC25A20 THRSP REACTOME_CASPASE_ACTIVATION_VIA_DEATH_RECEPTORS_IN_THE_PRESENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CASPASE_ACTIVATION_VIA_DEATH_RECEPTORS_IN_THE_PRESENCE_OF_LIGAND CASP8 CD14 CFLAR FADD FAS FASLG LY96 RIPK1 TICAM1 TICAM2 TLR4 TNFRSF10A TNFRSF10B TNFSF10 TRADD TRAF2 REACTOME_CASPASE_ACTIVATION_VIA_DEPENDENCE_RECEPTORS_IN_THE_ABSENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CASPASE_ACTIVATION_VIA_DEPENDENCE_RECEPTORS_IN_THE_ABSENCE_OF_LIGAND APPL1 CASP3 CASP9 DAPK1 DAPK2 DAPK3 DCC MAGED1 UNC5A UNC5B REACTOME_CASPASE_ACTIVATION_VIA_EXTRINSIC_APOPTOTIC_SIGNALLING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CASPASE_ACTIVATION_VIA_EXTRINSIC_APOPTOTIC_SIGNALLING_PATHWAY APPL1 CASP3 CASP8 CASP9 CD14 CFLAR DAPK1 DAPK2 DAPK3 DCC FADD FAS FASLG LY96 MAGED1 RIPK1 TICAM1 TICAM2 TLR4 TNFRSF10A TNFRSF10B TNFSF10 TRADD TRAF2 UNC5A UNC5B REACTOME_CASPASE_MEDIATED_CLEAVAGE_OF_CYTOSKELETAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CASPASE_MEDIATED_CLEAVAGE_OF_CYTOSKELETAL_PROTEINS ADD1 CASP3 CASP6 CASP7 CASP8 DBNL GAS2 GSN MAPT PLEC SPTAN1 VIM REACTOME_CATION_COUPLED_CHLORIDE_COTRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CATION_COUPLED_CHLORIDE_COTRANSPORTERS SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 REACTOME_CA_DEPENDENT_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CA_DEPENDENT_EVENTS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 GRK2 KPNA2 MAPK1 NBEA PDE1A PDE1B PDE1C PLA2G4A PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCG PRKX REACTOME_CD163_MEDIATING_AN_ANTI_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD163_MEDIATING_AN_ANTI_INFLAMMATORY_RESPONSE ADAM17 CD163 FURIN IL10 IL6 MAPK14 MYH9 PLK2 RHBDF2 REACTOME_CD209_DC_SIGN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD209_DC_SIGN_SIGNALING CD209 CREBBP EP300 FYN HRAS ICAM2 ICAM3 KRAS LYN NFKB1 NRAS PAK1 PAK2 PAK3 PRKACA PRKACB PRKACG RAF1 RELA RELB RPS6KA5 REACTOME_CD22_MEDIATED_BCR_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD22_MEDIATED_BCR_REGULATION CD22 CD79A CD79B IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 LYN PTPN6 REACTOME_CD28_CO_STIMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD28_CO_STIMULATION AKT1 AKT2 AKT3 CD28 CD80 CD86 CDC42 FYN GRAP2 GRB2 LCK LYN MAP3K14 MAP3K8 MAPKAP1 MLST8 MTOR PAK1 PAK2 PAK3 PDPK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PRR5 RAC1 RICTOR SRC THEM4 TRIB3 VAV1 YES1 REACTOME_CD28_DEPENDENT_PI3K_AKT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD28_DEPENDENT_PI3K_AKT_SIGNALING AKT1 AKT2 AKT3 CD28 CD80 CD86 FYN LCK MAP3K14 MAP3K8 MAPKAP1 MLST8 MTOR PDPK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PRR5 RICTOR THEM4 TRIB3 REACTOME_CD28_DEPENDENT_VAV1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CD28_DEPENDENT_VAV1_PATHWAY CD28 CD80 CD86 CDC42 FYN GRB2 LCK PAK1 PAK2 PAK3 RAC1 VAV1 REACTOME_CDC42_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CDC42_GTPASE_CYCLE ABR ARAP1 ARAP2 ARAP3 ARFGAP2 ARFGAP3 ARHGAP1 ARHGAP10 ARHGAP11B ARHGAP17 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP24 ARHGAP26 ARHGAP27 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF10 ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF19 ARHGEF25 ARHGEF26 ARHGEF4 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAIAP2 BCR CAV1 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE2 CHN1 CPNE8 DAAM1 DEF6 DEPDC1B DIAPH3 DLC1 DNMBP DOCK10 DOCK11 DOCK6 DOCK7 DOCK8 DOCK9 ECT2 FAM13B FARP1 FGD1 FGD2 FGD3 FGD4 FMNL1 FMNL2 FMNL3 FNBP1 FNBP1L GIT1 GIT2 GMIP GNA13 GOLGA8R IQGAP1 IQGAP2 IQGAP3 ITSN1 JUP KCTD3 KTN1 LAMTOR1 LBR MAP3K11 MCF2 MCF2L MYO9B NGEF OPHN1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD6A PIK3R1 PIK3R2 PLD1 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PREX1 PREX2 RAB7A RACGAP1 RALBP1 RASGRF2 SCRIB SH3PXD2A SHKBP1 SNAP23 SPATA13 SRGAP1 SRGAP2 SRGAP3 STARD13 STARD8 STEAP3 STOM SYDE1 TAGAP TFRC TIAM1 TMPO TRIO VAMP3 VANGL1 VAV2 VAV3 WAS WASL WDR81 WDR91 WIPF1 WIPF2 WIPF3 YKT6 REACTOME_CDC6_ASSOCIATION_WITH_THE_ORC_ORIGIN_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CDC6_ASSOCIATION_WITH_THE_ORC_ORIGIN_COMPLEX CDC6 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 REACTOME_CDH11_HOMOTYPIC_AND_HETEROTYPIC_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CDH11_HOMOTYPIC_AND_HETEROTYPIC_INTERACTIONS CDH11 CDH24 CDH8 CTNNA1 CTNNB1 CTNND1 JUP REACTOME_CELLULAR_HEXOSE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_HEXOSE_TRANSPORT FGF21 MFSD4B SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC45A3 SLC50A1 SLC5A1 SLC5A10 SLC5A2 SLC5A4 SLC5A9 REACTOME_CELLULAR_RESPONSES_TO_STIMULI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSES_TO_STIMULI AAAS ABCC1 ABCC3 ABCF2 ABCG2 ACADVL ACD ACTR10 ACTR1A ADD1 AGO1 AGO3 AGO4 AJUBA AKT1 AKT1S1 AKT2 AKT3 ALB AMER1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 APOA1 APOB AQP8 AR AREG ARFGAP1 ARNT ASF1A ASNS ATF2 ATF3 ATF4 ATF5 ATF6 ATF6B ATM ATOX1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATR BACH1 BAG1 BAG2 BAG3 BAG4 BAG5 BCL2 BCL2L1 BLVRA BLVRB BMAL1 BMI1 BMT2 BRCA1 BTRC CA9 CABIN1 CALR CAMK2A CAMK2B CAMK2D CAMK2G CAPZA1 CAPZA2 CAPZA3 CAPZB CARM1 CASTOR1 CASTOR2 CAT CBX2 CBX4 CBX6 CBX8 CCAR2 CCL2 CCNA1 CCNA2 CCNE1 CCNE2 CCS CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CEBPB CEBPG CHAC1 CHD9 CITED2 CLEC1B CLOCK COL4A6 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBBP CREBRF CRTC1 CRTC2 CRTC3 CRYAB CRYBA4 CSNK2A1 CSNK2A2 CSNK2B CSRP1 CTDSP2 CUL1 CUL2 CUL3 CUL7 CXCL8 CXXC1 CYBA CYBB CYCS DCP2 DCSTAMP DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDIT3 DDX11 DEDD2 DELE1 DEPDC5 DIS3 DNAJA1 DNAJA2 DNAJA4 DNAJB1 DNAJB11 DNAJB6 DNAJB9 DNAJC2 DNAJC3 DNAJC7 DPP3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 E2F1 E2F2 E2F3 EDEM1 EED EEF1A1 EGF EGLN1 EGLN2 EGLN3 EHMT1 EHMT2 EIF2AK1 EIF2AK3 EIF2AK4 EIF2S1 EIF2S2 EIF2S3 ELOB ELOC EP300 EP400 EPAS1 EPO ERF ERN1 ERO1A ETS1 ETS2 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EXTL1 EXTL2 EXTL3 EZH2 FABP1 FAU FBXL17 FKBP14 FKBP4 FKBP5 FLCN FNIP1 FNIP2 FOS FZR1 G6PD GCLC GCLM GCN1 GFPT1 GML GOSR2 GPX1 GPX2 GPX3 GPX5 GPX6 GPX7 GPX8 GRB10 GSK3A GSK3B GSR GSTA1 GSTA3 GSTP1 H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HBA1 HBA2 HBB HDAC3 HDAC6 HDGF HELZ2 HERPUD1 HIF1A HIF1AN HIF3A HIGD1A HIGD1C HIKESHI HIRA HM13 HMGA1 HMGA2 HMOX1 HMOX2 HSBP1 HSF1 HSP90AA1 HSP90AB1 HSP90B1 HSPA12A HSPA12B HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA8 HSPA9 HSPB1 HSPB2 HSPB8 HSPH1 HYOU1 ID1 IDH1 IFNB1 IGFBP1 IGFBP7 IL1A IL6 IMPACT ITFG2 JUN KAT5 KDELR3 KDM6B KEAP1 KHSRP KICS2 KLHDC3 KPTN LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LIMD1 LMNA LMNB1 LY96 MAFG MAFK MAP1LC3B MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MBTPS1 MBTPS2 MDM2 MDM4 ME1 MED1 MEF2C MEF2D MINK1 MIOS MIR24-1 MIR24-2 MLST8 MOV10 MRE11 MRPL18 MT-CO1 MT-CO2 MT-CO3 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MT4 MTF1 MTOR MUL1 MYC MYDGF NBN NCF1 NCF2 NCF4 NCOA1 NCOA2 NCOA6 NCOR1 NCOR2 NDC1 NDUFA4 NFE2L2 NFKB1 NFYA NFYB NFYC NLRP3 NOTCH1 NOX4 NOX5 NPAS2 NPLOC4 NPRL2 NPRL3 NQO1 NR1D1 NR3C1 NR3C2 NRIP1 NUDT2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OMA1 P4HB PALB2 PARN PDGFA PDIA5 PDIA6 PGD PGR PGRMC2 PHB2 PHC1 PHC2 PHC3 PLA2G4B POM121 POM121C POT1 PPARA PPARGC1A PPP1R15A PPP2R5B PRDX1 PRDX2 PRDX3 PRDX5 PRDX6 PREB PRKAA2 PRKCD PRKCI PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTGES3 PTK6 RAD50 RAE1 RAI1 RANBP2 RB1 RBBP4 RBBP7 RBX1 RELA RHEB RING1 RLN1 RNF2 RORA RPA1 RPA2 RPA3 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS19BP1 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS7 RPS8 RPS9 RPSA RPTOR RRAGA RRAGB RRAGC RRAGD RXRA SCMH1 SEC13 SEC31A SEH1L SEM1 SERP1 SERPINH1 SESN1 SESN2 SH3BP4 SHC1 SIN3A SIN3B SIRT1 SKP1 SKP2 SLC38A9 SLC46A1 SLC7A11 SMARCD3 SNCB SOD1 SOD2 SOD3 SP1 SQSTM1 SRPRA SRPRB SRXN1 SSR1 ST13 STAP2 STAT3 STIP1 STOML2 SULT1A3 SUZ12 SYVN1 SZT2 TALDO1 TATDN2 TBL1X TBL1XR1 TCIRG1 TERF1 TERF2 TERF2IP TFDP1 TFDP2 TGS1 TINF2 TKT TLN1 TLR4 TNFRSF21 TNIK TNRC6A TNRC6B TNRC6C TP53 TPP1 TPR TRIB3 TRIM21 TSPYL2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TXN TXN2 TXNIP TXNRD1 TXNRD2 UBA52 UBB UBC UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2S UBN1 UBXN7 UFD1 USP46 VCP VEGFA VENTX VHL WDR24 WDR59 WFS1 WIPI1 WTIP XBP1 XPO1 YIF1A YME1L1 YWHAE ZBTB17 REACTOME_CELLULAR_RESPONSE_TO_CHEMICAL_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_CHEMICAL_STRESS ABCC1 ABCC3 ABCF2 ABCG2 AKT1 AKT2 AKT3 ALB AMER1 AQP8 AREG ATF4 ATOX1 ATP7A BACH1 BCL2 BCL2L1 BLVRA BLVRB BRCA1 BTRC CARM1 CAT CCL2 CCS CDKN1A CDKN2A CHD9 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C CREBBP CSNK2A1 CSNK2A2 CSNK2B CUL1 CUL3 CYBA CYBB CYCS DPP3 EGF EIF2AK3 EP300 ERO1A FABP1 FBXL17 G6PD GCLC GCLM GPX1 GPX2 GPX3 GPX5 GPX6 GPX7 GPX8 GSK3B GSR GSTA1 GSTA3 GSTP1 HBA1 HBA2 HBB HDAC3 HELZ2 HIGD1C HM13 HMOX1 HMOX2 IDH1 KEAP1 MAFG MAFK MAP1LC3B ME1 MED1 MT-CO1 MT-CO2 MT-CO3 MUL1 MYC NCF1 NCF2 NCF4 NCOA1 NCOA2 NCOA6 NCOR1 NCOR2 NDUFA4 NFE2L2 NFKB1 NLRP3 NOTCH1 NOX4 NOX5 NPLOC4 NQO1 NUDT2 P4HB PALB2 PDGFA PGD PPARA PRDX1 PRDX2 PRDX3 PRDX5 PRDX6 PRKAA2 PRKCD PRKCI PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK6 RBX1 RELA RPS27A RXRA SEM1 SESN1 SESN2 SIN3A SIN3B SKP1 SKP2 SLC7A11 SMARCD3 SOD1 SOD2 SOD3 SP1 SQSTM1 SRXN1 STAP2 STAT3 TALDO1 TBL1X TBL1XR1 TGS1 TKT TRIM21 TXN TXN2 TXNIP TXNRD1 TXNRD2 UBA52 UBB UBC UBXN7 UFD1 VCP REACTOME_CELLULAR_RESPONSE_TO_HEAT_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_HEAT_STRESS AAAS AKT1S1 ATM ATR BAG1 BAG2 BAG3 BAG4 BAG5 CAMK2A CAMK2B CAMK2D CAMK2G CCAR2 COL4A6 CREBBP CRYAB CRYBA4 DEDD2 DNAJB1 DNAJB6 DNAJC2 DNAJC7 EEF1A1 EP300 FKBP4 GML GSK3B HDAC6 HIKESHI HSBP1 HSF1 HSP90AA1 HSP90AB1 HSPA12A HSPA12B HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA8 HSPA9 HSPB1 HSPB2 HSPB8 HSPH1 MAPK1 MAPK3 MAPKAPK2 MLST8 MRPL18 MTOR NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C PTGES3 RAE1 RANBP2 RLN1 RPA1 RPA2 RPA3 RPS19BP1 RPTOR SEC13 SEH1L SERPINH1 SIRT1 ST13 TNFRSF21 TPR UBB VCP YWHAE REACTOME_CELLULAR_RESPONSE_TO_HYPOXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_HYPOXIA AJUBA ARNT CA9 CITED2 CREBBP CUL2 EGLN1 EGLN2 EGLN3 ELOB ELOC EP300 EPAS1 EPO HIF1A HIF1AN HIF3A HIGD1A LIMD1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 VEGFA VHL WTIP REACTOME_CELLULAR_RESPONSE_TO_MITOCHONDRIAL_STRESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_MITOCHONDRIAL_STRESS DELE1 EIF2AK1 EIF2S1 EIF2S2 EIF2S3 OMA1 PHB2 STOML2 YME1L1 REACTOME_CELLULAR_RESPONSE_TO_STARVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_RESPONSE_TO_STARVATION ASNS ATF2 ATF3 ATF4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H BMT2 CASTOR1 CASTOR2 CEBPB CEBPG DDIT3 DEPDC5 EIF2AK4 EIF2S1 EIF2S2 EIF2S3 FAU FLCN FNIP1 FNIP2 GCN1 IMPACT ITFG2 KICS2 KPTN LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MIOS MLST8 MTOR NPRL2 NPRL3 RHEB RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RPTOR RRAGA RRAGB RRAGC RRAGD SEC13 SEH1L SESN1 SESN2 SH3BP4 SLC38A9 SZT2 TCIRG1 TRIB3 UBA52 WDR24 WDR59 REACTOME_CELLULAR_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELLULAR_SENESCENCE ACD AGO1 AGO3 AGO4 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ASF1A ATM BMI1 CABIN1 CBX2 CBX4 CBX6 CBX8 CCNA1 CCNA2 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CEBPB CXCL8 E2F1 E2F2 E2F3 EED EHMT1 EHMT2 EP400 ERF ETS1 ETS2 EZH2 FOS FZR1 H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HIRA HMGA1 HMGA2 ID1 IFNB1 IGFBP7 IL1A IL6 JUN KAT5 KDM6B LMNB1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MDM2 MDM4 MINK1 MIR24-1 MIR24-2 MOV10 MRE11 NBN NFKB1 PHC1 PHC2 PHC3 POT1 RAD50 RB1 RBBP4 RBBP7 RELA RING1 RNF2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 SCMH1 SP1 STAT3 SUZ12 TERF1 TERF2 TERF2IP TFDP1 TFDP2 TINF2 TNIK TNRC6A TNRC6B TNRC6C TP53 TXN UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S UBN1 VENTX REACTOME_CELL_CELL_COMMUNICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CELL_COMMUNICATION ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ADAM19 ADAM33 AFDN AGO1 AGO2 AGO3 AGO4 AMOT ANG ANGPTL4 ARHGEF6 BHLHE22 CADM1 CADM2 CADM3 CASK CD151 CD2AP CD47 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 COL17A1 CRB3 CTNNA1 CTNNB1 CTNND1 DST F11R FBLIM1 FERMT2 FLNA FLNC FOXF1 FYB1 FYN GRB2 HEYL HOXC8 ILF3 ILK IQGAP1 ITGA6 ITGB1 ITGB4 JUP KIRREL1 KIRREL2 KIRREL3 KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIMS1 LIMS2 MAGI2 MIR200C MOV10 NCK1 NCK2 NECTIN1 NECTIN2 NECTIN3 NECTIN4 NPHS1 NPHS2 PALS1 PARD3 PARD6A PARD6B PARD6G PARVA PARVB PATJ PIK3CA PIK3CB PIK3R1 PIK3R2 PLEC PRDM8 PRKCI PTK2 PTK2B PTPN11 PTPN6 PVR PXN RSU1 SDK1 SDK2 SFTPA1 SFTPA2 SFTPD SIRPA SIRPB1 SIRPG SKAP2 SNAI1 SOX10 SP1 SPTAN1 SPTBN1 SRC TESK1 TNRC6A TNRC6B TNRC6C TYROBP VASP WASL ZC3H12A ZEB2 REACTOME_CELL_CELL_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CELL_JUNCTION_ORGANIZATION ACTB ACTG1 ADAM19 ADAM33 AFDN AGO1 AGO2 AGO3 AGO4 AMOT ANG ANGPTL4 BHLHE22 CADM1 CADM2 CADM3 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CRB3 CTNNA1 CTNNB1 CTNND1 F11R FOXF1 HEYL HOXC8 ILF3 JUP MIR200C MOV10 NECTIN1 NECTIN2 NECTIN3 NECTIN4 PALS1 PARD3 PARD6A PARD6B PARD6G PATJ PRDM8 PRKCI PVR SDK1 SDK2 SNAI1 SOX10 SP1 TNRC6A TNRC6B TNRC6C ZC3H12A ZEB2 REACTOME_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CYCLE AAAS ABL1 ABRAXAS1 ACD ACTR1A AHCTF1 AJUBA AKAP9 AKT1 AKT2 AKT3 ALMS1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE2 ANKRD28 ARPP19 ATM ATR ATRIP ATRX AURKA AURKB B9D2 BABAM1 BABAM2 BANF1 BARD1 BIRC5 BLM BLZF1 BORA BRCA1 BRCA2 BRCC3 BRIP1 BTRC BUB1 BUB1B BUB3 CABLES1 CC2D1B CCNA1 CCNA2 CCNB1 CCNB2 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CCP110 CDC14A CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDCA5 CDCA8 CDK1 CDK11A CDK11B CDK2 CDK4 CDK5RAP2 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDT1 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CHEK1 CHEK2 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CHTF18 CHTF8 CKAP5 CKS1B CLASP1 CLASP2 CLIP1 CLSPN CNEP1R1 CNTRL COP1 CSNK1D CSNK1E CSNK2A1 CSNK2A2 CSNK2B CTC1 CTDNEP1 CUL1 DAXX DBF4 DCTN1 DCTN2 DCTN3 DHFR DIDO1 DKC1 DMC1 DNA2 DSCC1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 DYRK1A E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 EMD EML4 ENSA EP300 ERCC6L ESCO1 ESCO2 ESPL1 EXO1 FBXL18 FBXL7 FBXO5 FBXW11 FEN1 FIGNL1 FIRRM FKBP6 FKBPL FOXM1 FZR1 GAR1 GINS1 GINS2 GINS3 GINS4 GMNN GOLGA2 GORASP1 GORASP2 GSK3B GTSE1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC1 HDAC8 HERC2 HJURP HMMR HSP90AA1 HSP90AB1 HSPA2 HUS1 INCENP IST1 ITGB3BP JAK2 KAT5 KIF18A KIF20A KIF23 KIF2A KIF2B KIF2C KMT5A KNL1 KNTC1 KPNB1 LBR LCMT1 LEMD2 LEMD3 LIG1 LIN37 LIN52 LIN54 LIN9 LMNA LMNB1 LPIN1 LPIN2 LPIN3 LYN MAD1L1 MAD2L1 MAPK1 MAPK3 MAPRE1 MASTL MAU2 MAX MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCPH1 MDC1 MDM2 MDM4 MIS12 MIS18A MIS18BP1 MLH1 MLH3 MNAT1 MND1 MRE11 MSH4 MSH5 MYBL2 MYC MZT1 MZT2A MZT2B NBN NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NDE1 NDEL1 NEDD1 NEK2 NEK6 NEK7 NEK9 NHP2 NINL NIPBL NME7 NOP10 NPM1 NSD2 NSL1 NUDC NUF2 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 ODF2 OFD1 OIP5 OPTN ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PAFAH1B1 PCBP4 PCM1 PCNA PCNT PDS5A PDS5B PHF20 PHF8 PHLDA1 PIAS4 PIF1 PKMYT1 PLK1 PLK4 PMF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C POT1 PPME1 PPP1CB PPP1CC PPP1R12A PPP1R12B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2D PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP6C PPP6R3 PRDM9 PRIM1 PRIM2 PRKACA PRKAR2B PRKCA PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC3IP PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK6 PTTG1 RAB1A RAB1B RAB2A RAB8A RAD1 RAD17 RAD21 RAD50 RAD51 RAD51C RAD9A RAD9B RAE1 RAN RANBP2 RANGAP1 RB1 RBBP4 RBBP7 RBBP8 RBL1 RBL2 RBX1 RCC1 RCC2 REC8 RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF8 RPA1 RPA2 RPA3 RPA4 RPS27 RPS27A RRM2 RSF1 RTEL1 RUVBL1 RUVBL2 SDCCAG8 SEC13 SEH1L SEM1 SET SFI1 SFN SGO1 SGO2 SHQ1 SIRT2 SKA1 SKA2 SKP1 SKP2 SMARCA5 SMC1A SMC1B SMC2 SMC3 SMC4 SPAST SPC24 SPC25 SPDL1 SPO11 SRC SSNA1 STAG1 STAG2 STAG3 STN1 SUMO1 SUN1 SUN2 SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 SYNE2 TAOK1 TEN1 TERF1 TERF2 TERF2IP TERT TEX12 TEX15 TFDP1 TFDP2 TINF2 TK1 TMPO TNPO1 TOP2A TOP3A TOPBP1 TP53 TP53BP1 TPR TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TYMS UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2I UBE2N UBE2S UBE2V2 UIMC1 USO1 VPS4A VRK1 VRK2 WAPL WEE1 WRAP53 WRN XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZNF385A ZW10 ZWILCH ZWINT REACTOME_CELL_CYCLE_CHECKPOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CYCLE_CHECKPOINTS ABRAXAS1 AHCTF1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ATM ATR ATRIP AURKB B9D2 BABAM1 BABAM2 BARD1 BIRC5 BLM BRCA1 BRCC3 BRIP1 BUB1 BUB1B BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCNE1 CCNE2 CDC16 CDC20 CDC23 CDC25A CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDCA8 CDK1 CDK2 CDKN1A CDKN1B CDKN2A CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CHEK1 CHEK2 CKAP5 CLASP1 CLASP2 CLIP1 CLSPN COP1 DBF4 DNA2 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L EXO1 GTSE1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 INCENP ITGB3BP KAT5 KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MDC1 MDM2 MDM4 MIS12 MRE11 NBN NDC80 NDE1 NDEL1 NSD2 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PAFAH1B1 PCBP4 PHF20 PIAS4 PKMYT1 PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAD1 RAD17 RAD50 RAD9A RAD9B RANBP2 RANGAP1 RBBP8 RCC2 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF8 RPA1 RPA2 RPA3 RPS27 RPS27A SEC13 SEH1L SEM1 SFN SGO1 SGO2 SKA1 SKA2 SPC24 SPC25 SPDL1 TAOK1 TOP3A TOPBP1 TP53 TP53BP1 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2N UBE2S UBE2V2 UIMC1 WEE1 WRN XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZNF385A ZW10 ZWILCH ZWINT REACTOME_CELL_CYCLE_MITOTIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_CYCLE_MITOTIC AAAS ABL1 ACTR1A AHCTF1 AJUBA AKAP9 AKT1 AKT2 AKT3 ALMS1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE2 ARPP19 AURKA AURKB B9D2 BANF1 BIRC5 BLZF1 BORA BTRC BUB1 BUB1B BUB3 CABLES1 CC2D1B CCNA1 CCNA2 CCNB1 CCNB2 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CCP110 CDC14A CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC26 CDC27 CDC45 CDC6 CDC7 CDCA5 CDCA8 CDK1 CDK11A CDK11B CDK2 CDK4 CDK5RAP2 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDT1 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CKAP5 CKS1B CLASP1 CLASP2 CLIP1 CNEP1R1 CNTRL CSNK1D CSNK1E CSNK2A1 CSNK2A2 CSNK2B CTDNEP1 CUL1 DBF4 DCTN1 DCTN2 DCTN3 DHFR DNA2 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 DYRK1A E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 EMD EML4 ENSA EP300 ERCC6L ESCO1 ESCO2 ESPL1 FBXL18 FBXL7 FBXO5 FBXW11 FEN1 FIRRM FKBPL FOXM1 FZR1 GINS1 GINS2 GINS3 GINS4 GMNN GOLGA2 GORASP1 GORASP2 GSK3B GTSE1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC1 HDAC8 HMMR HSP90AA1 HSP90AB1 INCENP IST1 ITGB3BP JAK2 KIF18A KIF20A KIF23 KIF2A KIF2B KIF2C KMT5A KNL1 KNTC1 KPNB1 LBR LCMT1 LEMD2 LEMD3 LIG1 LIN37 LIN52 LIN54 LIN9 LMNA LMNB1 LPIN1 LPIN2 LPIN3 LYN MAD1L1 MAD2L1 MAPK1 MAPK3 MAPRE1 MASTL MAU2 MAX MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCPH1 MIS12 MNAT1 MYBL2 MYC MZT1 MZT2A MZT2B NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NDE1 NDEL1 NEDD1 NEK2 NEK6 NEK7 NEK9 NINL NIPBL NME7 NSL1 NUDC NUF2 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 ODF2 OFD1 OPTN ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PAFAH1B1 PCM1 PCNA PCNT PDS5A PDS5B PHF8 PHLDA1 PKMYT1 PLK1 PLK4 PMF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POM121 POM121C PPME1 PPP1CB PPP1CC PPP1R12A PPP1R12B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2D PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRIM1 PRIM2 PRKACA PRKAR2B PRKCA PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK6 PTTG1 RAB1A RAB1B RAB2A RAB8A RAD21 RAE1 RAN RANBP2 RANGAP1 RB1 RBBP4 RBL1 RBL2 RBX1 RCC1 RCC2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 RPS27 RPS27A RRM2 SDCCAG8 SEC13 SEH1L SEM1 SET SFI1 SGO1 SGO2 SIRT2 SKA1 SKA2 SKP1 SKP2 SMC1A SMC2 SMC3 SMC4 SPAST SPC24 SPC25 SPDL1 SRC SSNA1 STAG1 STAG2 SUMO1 TAOK1 TFDP1 TFDP2 TK1 TMPO TNPO1 TOP2A TP53 TPR TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TYMS UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2I UBE2S USO1 VPS4A VRK1 VRK2 WAPL WEE1 XPO1 YWHAE YWHAG ZW10 ZWILCH ZWINT REACTOME_CELL_DEATH_SIGNALLING_VIA_NRAGE_NRIF_AND_NADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_DEATH_SIGNALLING_VIA_NRAGE_NRIF_AND_NADE AATF ABR AKAP13 APH1A APH1B ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAD BCL2L11 BEX3 CASP2 CASP3 ECT2 FGD1 FGD2 FGD3 FGD4 GNA13 ITGB3BP ITSN1 KALRN MAGED1 MAPK8 MCF2 MCF2L NCSTN NET1 NGEF NGF NGFR OBSCN PLEKHG2 PLEKHG5 PREX1 PSEN1 PSEN2 PSENEN RAC1 RASGRF2 RPS27A SOS1 SOS2 SQSTM1 TIAM1 TIAM2 TRAF6 TRIO UBA52 UBB UBC VAV1 VAV2 VAV3 YWHAE REACTOME_CELL_EXTRACELLULAR_MATRIX_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_EXTRACELLULAR_MATRIX_INTERACTIONS ACTB ACTG1 ACTN1 ARHGEF6 FBLIM1 FERMT2 FLNA FLNC ILK ITGB1 LIMS1 LIMS2 PARVA PARVB PXN RSU1 TESK1 VASP REACTOME_CELL_JUNCTION_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_JUNCTION_ORGANIZATION ACTB ACTG1 ACTN1 ADAM19 ADAM33 AFDN AGO1 AGO2 AGO3 AGO4 AMOT ANG ANGPTL4 ARHGEF6 BHLHE22 CADM1 CADM2 CADM3 CD151 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH17 CDH18 CDH19 CDH2 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 COL17A1 CRB3 CTNNA1 CTNNB1 CTNND1 DST F11R FBLIM1 FERMT2 FLNA FLNC FOXF1 HEYL HOXC8 ILF3 ILK ITGA6 ITGB1 ITGB4 JUP KRT14 KRT5 LAMA3 LAMB3 LAMC2 LIMS1 LIMS2 MIR200C MOV10 NECTIN1 NECTIN2 NECTIN3 NECTIN4 PALS1 PARD3 PARD6A PARD6B PARD6G PARVA PARVB PATJ PLEC PRDM8 PRKCI PVR PXN RSU1 SDK1 SDK2 SNAI1 SOX10 SP1 TESK1 TNRC6A TNRC6B TNRC6C VASP ZC3H12A ZEB2 REACTOME_CELL_SURFACE_INTERACTIONS_AT_THE_VASCULAR_WALL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CELL_SURFACE_INTERACTIONS_AT_THE_VASCULAR_WALL ANGPT1 ANGPT2 ANGPT4 APOB ATP1B1 ATP1B2 ATP1B3 BSG CAV1 CD177 CD2 CD244 CD44 CD47 CD48 CD58 CD74 CD84 CD99 CD99L2 CEACAM1 CEACAM3 CEACAM5 CEACAM6 CEACAM8 COL1A1 COL1A2 CXADR DOK2 EPCAM ESAM F11R F2 FCAMR FCER1G FN1 FYN GAS6 GLG1 GP6 GPC1 GRB14 GRB2 GRB7 GYPA GYPB GYPC HRAS IGHA1 IGHA2 IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLL1 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 INPP5D ITGA3 ITGA4 ITGA5 ITGA6 ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 JAM2 JAM3 JAML JCHAIN KRAS L1CAM LCK LYN MAG MERTK MIF MMP1 NRAS OLR1 PECAM1 PF4 PF4V1 PICK1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PPIA PPIL2 PROC PROCR PROS1 PSG1 PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG8 PSG9 PTPN11 PTPN6 SDC1 SDC2 SDC3 SDC4 SELE SELL SELP SELPLG SHC1 SIRPA SIRPG SLC16A1 SLC16A3 SLC16A8 SLC3A2 SLC7A10 SLC7A11 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SOS1 SPN SRC TEK TGFB1 THBD TNFRSF10A TNFRSF10B TNFRSF10D TREM1 TSPAN7 VPREB1 VPREB3 YES1 REACTOME_CGMP_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CGMP_EFFECTS IRAG1 ITPR1 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 PDE10A PDE11A PDE1A PDE1B PDE2A PDE5A PDE9A PRKG1 PRKG2 REACTOME_CHAPERONE_MEDIATED_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHAPERONE_MEDIATED_AUTOPHAGY ARL13B CETN1 CFTR EEF1A1 GFAP HBB HDAC6 HSP90AA1 HSP90AB1 HSPA8 IFT88 LAMP2 PARK7 PCNT PLIN2 PLIN3 RNASE1 RPS27A UBA52 UBB UBC VIM REACTOME_CHEMOKINE_RECEPTORS_BIND_CHEMOKINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHEMOKINE_RECEPTORS_BIND_CHEMOKINES ACKR2 ACKR3 ACKR4 CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL25 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 PF4 PPBP XCL1 XCL2 XCR1 REACTOME_CHK1_CHK2_CDS1_MEDIATED_INACTIVATION_OF_CYCLIN_B_CDK1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHK1_CHK2_CDS1_MEDIATED_INACTIVATION_OF_CYCLIN_B_CDK1_COMPLEX CCNB1 CDC25C CDK1 CHEK1 CHEK2 SFN WEE1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_CHL1_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHL1_INTERACTIONS ANK1 CHL1 CNTN6 HSPA8 ITGA1 ITGA10 ITGA2 ITGB1 NRP1 REACTOME_CHOLESTEROL_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHOLESTEROL_BIOSYNTHESIS ACAT2 ARV1 CYP51A1 DHCR24 DHCR7 EBP FDFT1 FDPS GGPS1 HMGCR HMGCS1 HSD17B7 IDI1 IDI2 LBR LSS MSMO1 MVD MVK NSDHL PLPP6 PMVK SC5D SQLE SREBF1 SREBF2 TM7SF2 REACTOME_CHOLINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHOLINE_CATABOLISM ALDH7A1 BHMT CHDH DMGDH SARDH SLC44A1 REACTOME_CHONDROITIN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHONDROITIN_SULFATE_BIOSYNTHESIS BCAN BGN CHPF CHPF2 CHST11 CHST12 CHST13 CHST15 CHST3 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CSPG4 CSPG5 DCN NCAN VCAN REACTOME_CHONDROITIN_SULFATE_DERMATAN_SULFATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHONDROITIN_SULFATE_DERMATAN_SULFATE_METABOLISM AGRN ARSB B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 BCAN BGN CHPF CHPF2 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CSPG4 CSPG5 DCN DSE DSEL GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HEXA HEXB HSPG2 HYAL1 HYAL3 IDS IDUA NCAN SDC1 SDC2 SDC3 SDC4 UST VCAN XYLT1 XYLT2 REACTOME_CHREBP_ACTIVATES_METABOLIC_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHREBP_ACTIVATES_METABOLIC_GENE_EXPRESSION ACACA ACACB ACLY AGPAT1 FASN MLX MLXIPL PKLR REACTOME_CHROMATIN_MODIFICATIONS_DURING_THE_MATERNAL_TO_ZYGOTIC_TRANSITION_MZT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHROMATIN_MODIFICATIONS_DURING_THE_MATERNAL_TO_ZYGOTIC_TRANSITION_MZT AICDA DPPA3 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KDM5A KDM5B KDM6A KDM6B METTL23 STPG4 TET3 UHRF1 UNG REACTOME_CHROMATIN_MODIFYING_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHROMATIN_MODIFYING_ENZYMES ACTB ACTL6A ACTL6B AEBP2 ARID1A ARID1B ARID2 ARID4A ARID4B ARID5B ASH1L ASH2L ATF2 ATF7IP ATXN7 ATXN7L3 BRD1 BRD8 BRMS1 BRPF1 BRPF3 BRWD1 CARM1 CCND1 CDK4 CHD3 CHD4 CLOCK COPRS CREBBP DMAP1 DNMT3A DOT1L DPY30 DR1 EED EHMT1 EHMT2 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENY2 EP300 EP400 EPC1 EZH2 GATAD2A GATAD2B GPS2 H2AB1 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HCFC1 HDAC1 HDAC10 HDAC2 HDAC3 HDAC8 HMG20B ING3 ING4 ING5 JADE1 JADE2 JADE3 JAK2 JMJD6 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A KMT2A KMT2B KMT2C KMT2D KMT5A KMT5B KMT5C MBD3 MBIP MCRS1 MEAF6 MECOM MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 MTA1 MTA2 MTA3 NCOA1 NCOA2 NCOR1 NCOR2 NFKB1 NFKB2 NSD1 NSD2 NSD3 OGT PADI1 PADI2 PADI3 PADI4 PADI6 PAX3 PBRM1 PHF2 PHF20 PHF21A PHF8 PRDM16 PRDM9 PRMT1 PRMT3 PRMT5 PRMT6 PRMT7 RBBP4 RBBP5 RBBP7 RCOR1 RELA REST RIOX2 RPS2 RUVBL1 RUVBL2 SAP130 SAP18 SAP30 SAP30L SETD1A SETD1B SETD2 SETD3 SETD6 SETD7 SETDB1 SETDB2 SGF29 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD2 SMYD3 SUDS3 SUPT20H SUPT3H SUPT7L SUV39H1 SUV39H2 SUZ12 TADA1 TADA2A TADA2B TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 TBL1X TBL1XR1 TRRAP USP22 UTY VPS72 WDR5 WDR77 YEATS2 YEATS4 ZZZ3 REACTOME_CHROMOSOME_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHROMOSOME_MAINTENANCE ACD ANKRD28 ATRX BLM CCNA1 CCNA2 CDK2 CENPA CENPC CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX CHTF18 CHTF8 CTC1 DAXX DKC1 DNA2 DSCC1 FEN1 GAR1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HJURP ITGB3BP KNL1 LIG1 MIS18A MIS18BP1 NHP2 NOP10 NPM1 OIP5 PCNA PIF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POT1 PPP6C PPP6R3 PRIM1 PRIM2 RBBP4 RBBP7 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RSF1 RTEL1 RUVBL1 RUVBL2 SHQ1 SMARCA5 STN1 TEN1 TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 WRN REACTOME_CHYLOMICRON_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHYLOMICRON_ASSEMBLY APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE MTTP P4HB SAR1B REACTOME_CHYLOMICRON_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHYLOMICRON_CLEARANCE APOB APOE LDLR LDLRAP1 LIPC REACTOME_CHYLOMICRON_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CHYLOMICRON_REMODELING APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOE GPIHBP1 LPL REACTOME_CILIUM_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CILIUM_ASSEMBLY ACTR1A AHI1 AKAP9 ALMS1 ARF4 ARL13B ARL3 ARL6 ASAP1 ATAT1 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CC2D2A CCP110 CCT2 CCT3 CCT4 CCT5 CCT8 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP162 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CEP83 CEP89 CEP97 CETN2 CKAP5 CLASP1 CLUAP1 CNGA2 CNGA4 CNGB1 CNTRL CSNK1D CSNK1E CYS1 DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2 DYNLT2B DYNLT5 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 FBF1 GBF1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC6 HSP90AA1 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT56 IFT57 IFT70A IFT70B IFT74 IFT80 IFT81 IFT88 INPP5E IQCB1 KIF17 KIF24 KIF3A KIF3B KIF3C KIFAP3 LZTFL1 MAPRE1 MARK4 MCHR1 MKKS MKS1 NDE1 NEDD1 NEK2 NINL NPHP1 NPHP3 NPHP4 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PDE6D PKD1 PKD2 PLK1 PLK4 PPP2R1A PRKACA PRKAR2B RAB11A RAB11FIP3 RAB3IP RAB8A RHO RP2 RPGRIP1L SCLT1 SDCCAG8 SEPTIN2 SFI1 SMO SSNA1 SSTR3 TCP1 TCTN1 TCTN2 TCTN3 TMEM216 TMEM67 TNPO1 TRAF3IP1 TRIP11 TTBK2 TTC21B TTC8 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 UNC119B WDR19 WDR35 YWHAE YWHAG REACTOME_CIPROFLOXACIN_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CIPROFLOXACIN_ADME ABCG2 ALB SLC22A1 SLC22A8 SLCO1A2 REACTOME_CIRCADIAN_CLOCK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CIRCADIAN_CLOCK ATF2 AVP BHLHE40 BHLHE41 BMAL1 BMAL2 BTRC CARM1 CHD9 CLOCK CPT1A CREB1 CREBBP CREM CRTC1 CRTC2 CRTC3 CRY1 CRY2 CSNK1D CSNK1E CUL1 DBP ELOVL3 EP300 F7 FBXL3 HDAC3 HELZ2 HIF1A KLF15 MED1 MEF2C MEF2D NAMPT NCOA1 NCOA2 NCOA6 NCOR1 NFIL3 NOCT NPAS2 NR1D1 NR3C1 NRIP1 PER1 PER2 PPARA PPARGC1A PPP1CA PPP1CB PPP1CC RAI1 RBM4 RORA RPS27A RXRA SERPINE1 SIK1 SIRT1 SKP1 SMARCD3 SREBF1 TBL1X TBL1XR1 TGS1 UBA52 UBB UBC USP46 REACTOME_CITRIC_ACID_CYCLE_TCA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CITRIC_ACID_CYCLE_TCA_CYCLE ACAT1 ACO2 CS CSKMT DLD DLST FH FXN IDH2 IDH3A IDH3B IDH3G ISCA1 ISCA2 ISCU LYRM4 MDH2 MRPS36 NFS1 NNT OGDH SDHA SDHAF1 SDHAF2 SDHAF3 SDHAF4 SDHB SDHC SDHD SIRT3 SUCLA2 SUCLG1 SUCLG2 TRAP1 REACTOME_CLASS_A_1_RHODOPSIN_LIKE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_A_1_RHODOPSIN_LIKE_RECEPTORS ACKR1 ACKR2 ACKR3 ACKR4 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 ANXA1 APLN APLNR APP AVP AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3 C3AR1 C5 C5AR1 C5AR2 CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL25 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CNR1 CNR2 CORT CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DRD1 DRD2 DRD3 DRD4 DRD5 ECE1 ECE2 EDN1 EDN2 EDN3 EDNRA EDNRB F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FFAR4 FPR1 FPR2 FPR3 FSHB FSHR GAL GALR1 GALR2 GALR3 GHRL GHSR GNRH1 GNRH2 GNRHR GPBAR1 GPER1 GPHA2 GPHB5 GPR132 GPR143 GPR17 GPR18 GPR183 GPR31 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR55 GPR65 GPR68 GRP GRPR HCAR1 HCAR2 HCAR3 HCRT HCRTR1 HCRTR2 HEBP1 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 INSL3 INSL5 KEL KISS1 KISS1R KNG1 LHB LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLN MLNR MTNR1A MTNR1B NLN NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NPW NPY NPY1R NPY2R NPY4R NPY5R NTS NTSR1 NTSR2 OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OXER1 OXGR1 OXT OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 PDYN PENK PF4 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PMCH PNOC POMC PPBP PPY PRLH PRLHR PROK1 PROK2 PROKR1 PROKR2 PSAP PTAFR PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PYY QRFP QRFPR RGR RHO RLN2 RLN3 RRH RXFP1 RXFP2 RXFP3 RXFP4 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SAA1 SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TAC1 TAC3 TACR1 TACR2 TACR3 TBXA2R TRH TRHR TSHB TSHR UTS2 UTS2B UTS2R XCL1 XCL2 XCR1 XK REACTOME_CLASS_B_2_SECRETIN_FAMILY_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_B_2_SECRETIN_FAMILY_RECEPTORS ADCYAP1 ADCYAP1R1 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADM ADM2 CALCA CALCB CALCR CALCRL CD55 CRH CRHBP CRHR1 CRHR2 DHH FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GCG GCGR GHRH GHRHR GIP GIPR GLP1R GLP2R GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IAPP IHH PTCH1 PTCH2 PTH PTH1R PTH2 PTH2R PTHLH RAMP1 RAMP2 RAMP3 SCT SCTR SHH SMO UCN UCN2 UCN3 VIP VIPR1 VIPR2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B REACTOME_CLASS_C_3_METABOTROPIC_GLUTAMATE_PHEROMONE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_C_3_METABOTROPIC_GLUTAMATE_PHEROMONE_RECEPTORS CASR GABBR1 GABBR2 GPRC6A GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 REACTOME_CLASS_I_MHC_MEDIATED_ANTIGEN_PROCESSING_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_I_MHC_MEDIATED_ANTIGEN_PROCESSING_PRESENTATION ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AREL1 ARIH2 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ATG14 ATG7 B2M BCAP31 BECN1 BLMH BTBD1 BTBD6 BTK BTRC CALR CANX CBLB CBLL2 CCNF CD14 CD207 CD36 CDC16 CDC20 CDC23 CDC26 CDC27 CDC34 CHUK CTSL CTSS CTSV CUL1 CUL2 CUL3 CUL5 CUL7 CYBA CYBB DCAF1 DET1 DTX3L DZIP3 ELOB ELOC ERAP1 ERAP2 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FCGR1A FCGR1BP FGA FGB FGG FZR1 GAN GLMN HACE1 HECTD1 HECTD2 HECTD3 HECW2 HERC1 HERC2 HERC3 HERC4 HERC5 HERC6 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMGB1 HSPA5 HUWE1 IKBKB IKBKG ITCH ITGAV ITGB5 KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KEAP1 KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 LMO7 LNPEP LNX1 LONRF1 LRR1 LRRC41 LRSAM1 LTN1 LY96 MEX3C MGRN1 MIB2 MKRN1 MRC1 MRC2 MYD88 MYLIP NCF1 NCF2 NCF4 NEDD4 NEDD4L NPEPPS PDIA3 PIK3C3 PIK3R4 PJA1 PJA2 PRKN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBBP6 RBCK1 RBX1 RCHY1 RLIM RNF111 RNF114 RNF115 RNF123 RNF126 RNF130 RNF138 RNF14 RNF144B RNF182 RNF19A RNF19B RNF213 RNF217 RNF220 RNF25 RNF34 RNF4 RNF41 RNF6 RNF7 RPS27A S100A1 S100A8 S100A9 SAR1B SEC13 SEC22B SEC23A SEC24A SEC24B SEC24C SEC24D SEC31A SEC61A1 SEC61A2 SEC61B SEC61G SEM1 SH3RF1 SIAH1 SIAH2 SKP1 SKP2 SMURF1 SMURF2 SNAP23 SOCS1 SOCS3 SPSB1 SPSB2 SPSB4 STUB1 STX4 TAP1 TAP2 TAPBP THOP1 TIRAP TLR1 TLR2 TLR4 TLR6 TPP2 TRAF7 TRAIP TRIM11 TRIM21 TRIM32 TRIM36 TRIM37 TRIM39 TRIM4 TRIM41 TRIM50 TRIM63 TRIM69 TRIM71 TRIM9 TRIP12 UBA1 UBA3 UBA5 UBA52 UBA6 UBA7 UBAC1 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2D4 UBE2E1 UBE2E2 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2J1 UBE2J2 UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2O UBE2Q1 UBE2Q2 UBE2R2 UBE2S UBE2U UBE2V1 UBE2V2 UBE2W UBE2Z UBE3A UBE3B UBE3C UBE3D UBE4A UBOX5 UBR1 UBR2 UBR4 UFL1 UNKL VAMP3 VAMP8 VHL WSB1 WWP1 ZBTB16 ZNRF1 ZNRF2 REACTOME_CLASS_I_PEROXISOMAL_MEMBRANE_PROTEIN_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLASS_I_PEROXISOMAL_MEMBRANE_PROTEIN_IMPORT ABCD1 ABCD2 ABCD3 ACBD5 ALDH3A2 ATAD1 FIS1 GDAP1 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PXMP2 PXMP4 SLC25A17 REACTOME_CLATHRIN_MEDIATED_ENDOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLATHRIN_MEDIATED_ENDOCYTOSIS AAK1 ACTB ACTG1 ACTR2 ACTR3 ADRB2 AGFG1 AGTR1 AMPH AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB AREG ARF6 ARFGAP1 ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ARRB1 ARRB2 AVP AVPR2 BIN1 BTC CBL CD3D CD3G CD4 CFTR CHRM2 CLTA CLTB CLTC CLTCL1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CTTN DAB2 DNAJC6 DNM1 DNM2 DNM3 DVL2 EGF EGFR EPGN EPN1 EPN2 EPS15 EPS15L1 EREG FCHO1 FCHO2 FNBP1 FNBP1L FZD4 GAK GAPVD1 GPS1 GRB2 GRK2 GRK3 HBEGF HGS HIP1 HIP1R HSPA8 IGF2R IL7R ITSN1 ITSN2 KIAA0319 LDLR LDLRAP1 LRP2 M6PR NECAP1 NECAP2 NEDD8 OCRL PACSIN1 PACSIN2 PACSIN3 PICALM PIK3C2A PIP5K1C RAB5A RAB5B RAB5C REPS1 REPS2 RPS27A SCARB2 SGIP1 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SLC18A3 SLC2A8 SNAP91 SNX18 SNX9 STAM STAM2 STON1 STON2 SYNJ1 SYNJ2 SYT1 SYT11 SYT2 SYT8 SYT9 TACR1 TF TFRC TGFA TGOLN2 TOR1A TOR1B TRIP10 UBA52 UBB UBC UBQLN1 UBQLN2 VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 WASL WNT5A REACTOME_CLEC7A_DECTIN_1_INDUCES_NFAT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLEC7A_DECTIN_1_INDUCES_NFAT_ACTIVATION AHCYL1 CALM1 ITPR1 ITPR2 ITPR3 NFATC1 NFATC2 NFATC3 PPP3CA PPP3CB PPP3R1 REACTOME_CLEC7A_DECTIN_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLEC7A_DECTIN_1_SIGNALING AHCYL1 BCL10 BTRC CALM1 CARD11 CARD9 CASP8 CCL17 CCL22 CDC34 CHUK CLEC7A CUL1 FBXW11 IKBKB IKBKG IL1B ITPR1 ITPR2 ITPR3 MALT1 MAP3K14 MAP3K7 NFATC1 NFATC2 NFATC3 NFKB1 NFKB2 NFKBIA PDPK1 PLCG2 PPP3CA PPP3CB PPP3R1 PRKCD PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PYCARD RELA RELB RPS27A SEM1 SKP1 SRC SYK TAB1 TAB2 TAB3 TRAF6 UBA3 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2M UBE2N UBE2V1 REACTOME_CLEC7A_INFLAMMASOME_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CLEC7A_INFLAMMASOME_PATHWAY CASP8 IL1B MALT1 NFKB1 PYCARD RELA REACTOME_COBALAMIN_CBL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COBALAMIN_CBL_METABOLISM MMAA MMAB MMACHC MMADHC MMUT MTR MTRR REACTOME_COBALAMIN_CBL_VITAMIN_B12_TRANSPORT_AND_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COBALAMIN_CBL_VITAMIN_B12_TRANSPORT_AND_METABOLISM ABCC1 ABCD4 AMN CBLIF CD320 CTRB1 CTRB2 CUBN LDLRAP1 LMBRD1 LRP2 MMAA MMAB MMACHC MMADHC MMUT MTR MTRR PRSS1 PRSS3 TCN1 TCN2 REACTOME_COENZYME_A_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COENZYME_A_BIOSYNTHESIS COASY DCAKD PANK1 PANK2 PANK3 PPCDC PPCS REACTOME_COHESIN_LOADING_ONTO_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COHESIN_LOADING_ONTO_CHROMATIN MAU2 NIPBL PDS5A PDS5B RAD21 SMC1A SMC3 STAG1 STAG2 WAPL REACTOME_COLLAGEN_BIOSYNTHESIS_AND_MODIFYING_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COLLAGEN_BIOSYNTHESIS_AND_MODIFYING_ENZYMES ADAMTS14 ADAMTS2 ADAMTS3 BMP1 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLGALT1 COLGALT2 CRTAP P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB PCOLCE PCOLCE2 PLOD1 PLOD2 PLOD3 PPIB SERPINH1 TLL1 TLL2 REACTOME_COLLAGEN_CHAIN_TRIMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COLLAGEN_CHAIN_TRIMERIZATION COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 REACTOME_COLLAGEN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COLLAGEN_DEGRADATION ADAM10 ADAM17 ADAM9 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL23A1 COL25A1 COL26A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CTSB CTSD CTSK CTSL ELANE FURIN MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP19 MMP2 MMP20 MMP3 MMP7 MMP8 MMP9 PHYKPL PRSS2 TMPRSS6 REACTOME_COLLAGEN_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COLLAGEN_FORMATION ADAMTS14 ADAMTS2 ADAMTS3 BMP1 CD151 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLGALT1 COLGALT2 CRTAP CTSB CTSL CTSS CTSV DST ITGA6 ITGB4 LAMA3 LAMB3 LAMC2 LOX LOXL1 LOXL2 LOXL3 LOXL4 MMP13 MMP20 MMP3 MMP7 MMP9 P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB PCOLCE PCOLCE2 PLEC PLOD1 PLOD2 PLOD3 PPIB PXDN SERPINH1 TLL1 TLL2 REACTOME_COMMON_PATHWAY_OF_FIBRIN_CLOT_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COMMON_PATHWAY_OF_FIBRIN_CLOT_FORMATION CD177 F10 F13A1 F13B F2 F2R F5 F8 FGA FGB FGG PF4 PF4V1 PROC PROCR PROS1 PRTN3 SERPINA5 SERPINC1 SERPIND1 SERPINE2 THBD REACTOME_COMPLEMENT_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COMPLEMENT_CASCADE C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C4B_2 C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CD19 CD46 CD55 CD59 CD81 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFP CLU COLEC10 COLEC11 CPB2 CPN1 CPN2 CR1 CR2 CRP ELANE F2 FCN1 FCN2 FCN3 GZMM IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 MASP1 MASP2 MBL2 PROS1 SERPING1 VTN REACTOME_COMPLEX_III_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COMPLEX_III_ASSEMBLY BCS1L CYC1 FXN HSCB HSPA9 ISCU LETM1 LYRM4 LYRM7 MT-CYB NFS1 TTC19 UQCC1 UQCC2 UQCC3 UQCC5 UQCC6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ REACTOME_COMPLEX_IV_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COMPLEX_IV_ASSEMBLY CMC1 COA1 COA3 COA5 COQ10A COQ10B COX11 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C HIGD1A HIGD2A MT-CO1 MT-CO2 MT-CO3 NDUFA4 PET100 PET117 PNKD RAB5IF SCO1 SCO2 SMIM20 SURF1 TACO1 TIMM21 TMEM177 TMEM223 REACTOME_COMPLEX_I_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COMPLEX_I_BIOGENESIS ACAD9 COA1 DMAC1 DMAC2 ECSIT FOXRED1 HSCB HSPA9 LYRM2 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NUBPL OXA1L PYURF SFXN4 TIMMDC1 TMEM126A TMEM126B TMEM186 REACTOME_CONDENSATION_OF_PROMETAPHASE_CHROMOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONDENSATION_OF_PROMETAPHASE_CHROMOSOMES CCNB1 CCNB2 CDK1 CSNK2A1 CSNK2A2 CSNK2B NCAPD2 NCAPG NCAPH SMC2 SMC4 REACTOME_CONDENSATION_OF_PROPHASE_CHROMOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONDENSATION_OF_PROPHASE_CHROMOSOMES CCNB1 CDK1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KMT5A MCPH1 NCAPD3 NCAPG2 NCAPH2 PHF8 PLK1 RB1 SET SMC2 SMC4 REACTOME_CONJUGATION_OF_BENZOATE_WITH_GLYCINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONJUGATION_OF_BENZOATE_WITH_GLYCINE ACSM1 ACSM2B GLYAT GLYATL1 GLYATL2 GLYATL3 REACTOME_CONSTITUTIVE_SIGNALING_BY_ABERRANT_PI3K_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_ABERRANT_PI3K_IN_CANCER AREG BDNF BTC CD19 CD28 CD80 CD86 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 EREG ESR1 ESR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 FYN GAB1 GAB2 GRB2 HBEGF HGF ICOS IRS1 IRS2 KIT KITLG KL KLB LCK MET NRG1 NRG2 NRG3 NRG4 NTF3 NTF4 NTRK2 NTRK3 PDGFA PDGFB PDGFRA PDGFRB PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTPN11 RAC1 RAC2 RHOG SRC STRN TGFA TRAT1 VAV1 REACTOME_CONSTITUTIVE_SIGNALING_BY_AKT1_E17K_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_AKT1_E17K_IN_CANCER AKT1 AKT1S1 AKT2 AKT3 BAD CASP9 CDKN1A CDKN1B CHUK CREB1 FOXO1 FOXO3 FOXO4 FOXO6 GSK3A GSK3B MAPKAP1 MDM2 MLST8 MTOR NR4A1 PDPK1 PRR5 RICTOR RPS6KB2 TSC2 REACTOME_CONSTITUTIVE_SIGNALING_BY_EGFRVIII https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_EGFRVIII CBL CDC37 EGF EGFR GAB1 GRB2 HRAS HSP90AA1 KRAS NRAS PIK3CA PIK3R1 PLCG1 SHC1 SOS1 REACTOME_CONSTITUTIVE_SIGNALING_BY_LIGAND_RESPONSIVE_EGFR_CANCER_VARIANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_LIGAND_RESPONSIVE_EGFR_CANCER_VARIANTS CBL CDC37 EGF EGFR GAB1 GRB2 HRAS HSP90AA1 KRAS NRAS PIK3CA PIK3R1 PLCG1 RPS27A SHC1 SOS1 UBA52 UBB UBC REACTOME_CONSTITUTIVE_SIGNALING_BY_OVEREXPRESSED_ERBB2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONSTITUTIVE_SIGNALING_BY_OVEREXPRESSED_ERBB2 CDC37 ERBB2 ERBIN GRB2 HRAS HSP90AA1 KRAS NRAS PTPN12 SHC1 SOS1 REACTOME_CONVERSION_FROM_APC_C_CDC20_TO_APC_C_CDH1_IN_LATE_ANAPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CONVERSION_FROM_APC_C_CDC20_TO_APC_C_CDH1_IN_LATE_ANAPHASE ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC14A CDC16 CDC20 CDC23 CDC26 CDC27 FZR1 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_COOPERATION_OF_PDCL_PHLP1_AND_TRIC_CCT_IN_G_PROTEIN_BETA_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COOPERATION_OF_PDCL_PHLP1_AND_TRIC_CCT_IN_G_PROTEIN_BETA_FOLDING CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CSNK2A1 CSNK2A2 CSNK2B GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PDCL RGS11 RGS6 RGS7 RGS9 TCP1 REACTOME_COOPERATION_OF_PREFOLDIN_AND_TRIC_CCT_IN_ACTIN_AND_TUBULIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COOPERATION_OF_PREFOLDIN_AND_TRIC_CCT_IN_ACTIN_AND_TUBULIN_FOLDING ACTB CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 TCP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 VBP1 REACTOME_COPII_MEDIATED_VESICLE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COPII_MEDIATED_VESICLE_TRANSPORT ANKRD28 AREG BET1 CD59 CNIH1 CNIH2 CNIH3 COL7A1 CSNK1D CTSC CTSZ F5 F8 FOLR1 GOLGA2 GORASP1 GOSR2 GRIA1 LMAN1 LMAN1L LMAN2 LMAN2L MCFD2 NAPA NAPB NAPG NSF PPP6C PPP6R1 PPP6R3 PREB RAB1A RAB1B SAR1B SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SERPINA1 STX17 STX5 TBC1D20 TFG TGFA TMED10 TMED2 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 USO1 YKT6 REACTOME_COPI_DEPENDENT_GOLGI_TO_ER_RETROGRADE_TRAFFIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COPI_DEPENDENT_GOLGI_TO_ER_RETROGRADE_TRAFFIC ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 BNIP1 CENPE COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 GBF1 KDELR1 KDELR2 KDELR3 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 NAPA NAPB NAPG NBAS NSF RAB1A RAB1B RACGAP1 RINT1 SEC22B STX18 SURF4 TMED10 TMED2 TMED3 TMED7 TMED9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USE1 ZW10 REACTOME_COPI_INDEPENDENT_GOLGI_TO_ER_RETROGRADE_TRAFFIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COPI_INDEPENDENT_GOLGI_TO_ER_RETROGRADE_TRAFFIC ACTR10 ACTR1A AGPAT3 BICD1 BICD2 CAPZA1 CAPZA2 CAPZA3 CAPZB DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 GALNT1 GALNT2 PAFAH1B1 PAFAH1B2 PAFAH1B3 PLA2G4A PLA2G6 RAB18 RAB3GAP1 RAB3GAP2 RAB6A RAB6B TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_COPI_MEDIATED_ANTEROGRADE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COPI_MEDIATED_ANTEROGRADE_TRANSPORT ACTR10 ACTR1A ANK1 ANK2 ANK3 ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 BET1 BET1L CAPZA1 CAPZA2 CAPZA3 CAPZB CD55 CD59 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 FOLR1 GBF1 GOLGA2 GOLGB1 GORASP1 GOSR1 GOSR2 INS KDELR1 KDELR2 KDELR3 NAPA NAPB NAPG NSF RAB1A RAB1B SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STX5 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USO1 YKT6 REACTOME_COSTIMULATION_BY_THE_CD28_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_COSTIMULATION_BY_THE_CD28_FAMILY AKT1 AKT2 AKT3 BTLA CD247 CD274 CD28 CD3D CD3E CD3G CD4 CD80 CD86 CDC42 CSK CTLA4 FYN GRAP2 GRB2 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ICOS ICOSLG LCK LYN MAP3K14 MAP3K8 MAPKAP1 MLST8 MTOR PAK1 PAK2 PAK3 PDCD1 PDCD1LG2 PDPK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRR5 PTPN11 PTPN6 RAC1 RICTOR SRC THEM4 TNFRSF14 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 TRIB3 VAV1 YES1 REACTOME_CREATINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREATINE_METABOLISM CKB CKM CKMT1A CKMT1B CKMT2 GAMT GATM SLC6A11 SLC6A12 SLC6A7 SLC6A8 REACTOME_CREATION_OF_C4_AND_C2_ACTIVATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREATION_OF_C4_AND_C2_ACTIVATORS C1QA C1QB C1QC C1R C1S COLEC10 COLEC11 CRP FCN1 FCN2 FCN3 IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 MASP1 MASP2 MBL2 REACTOME_CREB1_PHOSPHORYLATION_THROUGH_NMDA_RECEPTOR_MEDIATED_ACTIVATION_OF_RAS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB1_PHOSPHORYLATION_THROUGH_NMDA_RECEPTOR_MEDIATED_ACTIVATION_OF_RAS_SIGNALING ACTN2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CREB1 DLG1 DLG2 DLG3 DLG4 GRIN1 GRIN2B GRIN2D HRAS KRAS LRRC7 MAPK1 MAPK3 NEFL NRAS PDPK1 RASGRF1 RASGRF2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 REACTOME_CREB1_PHOSPHORYLATION_THROUGH_THE_ACTIVATION_OF_ADENYLATE_CYCLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB1_PHOSPHORYLATION_THROUGH_THE_ACTIVATION_OF_ADENYLATE_CYCLASE ADCY1 ADCY8 CALM1 CREB1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX REACTOME_CREB1_PHOSPHORYLATION_THROUGH_THE_ACTIVATION_OF_CAMKII_CAMKK_CAMKIV_CASCASDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB1_PHOSPHORYLATION_THROUGH_THE_ACTIVATION_OF_CAMKII_CAMKK_CAMKIV_CASCASDE CALM1 CAMK2B CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 KPNA2 REACTOME_CREB3_FACTORS_ACTIVATE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB3_FACTORS_ACTIVATE_GENES CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBRF DCSTAMP MBTPS1 MBTPS2 REACTOME_CREB_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CREB_PHOSPHORYLATION ATF1 CREB1 MAPKAPK2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 REACTOME_CRISTAE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CRISTAE_FORMATION APOO APOOL ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO CHCHD3 CHCHD6 DMAC2L DNAJC11 HSPA9 IMMT MICOS10 MICOS13 MT-ATP6 MT-ATP8 MTX1 MTX2 SAMM50 TMEM11 REACTOME_CRMPS_IN_SEMA3A_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CRMPS_IN_SEMA3A_SIGNALING CDK5 CDK5R1 CRMP1 DPYSL2 DPYSL3 DPYSL4 DPYSL5 FES FYN GSK3B NRP1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 SEMA3A REACTOME_CROSSLINKING_OF_COLLAGEN_FIBRILS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CROSSLINKING_OF_COLLAGEN_FIBRILS BMP1 COL1A1 COL1A2 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 LOX LOXL1 LOXL2 LOXL3 LOXL4 PCOLCE PXDN TLL1 TLL2 REACTOME_CROSS_PRESENTATION_OF_PARTICULATE_EXOGENOUS_ANTIGENS_PHAGOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CROSS_PRESENTATION_OF_PARTICULATE_EXOGENOUS_ANTIGENS_PHAGOSOMES CD36 CYBA CYBB ITGAV ITGB5 NCF1 NCF2 NCF4 REACTOME_CROSS_PRESENTATION_OF_SOLUBLE_EXOGENOUS_ANTIGENS_ENDOSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CROSS_PRESENTATION_OF_SOLUBLE_EXOGENOUS_ANTIGENS_ENDOSOMES CD207 FCGR1A FCGR1BP MRC1 MRC2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 SEM1 REACTOME_CS_DS_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CS_DS_DEGRADATION ARSB BCAN BGN CSPG4 CSPG5 DCN HEXA HEXB HYAL1 HYAL3 IDS IDUA NCAN VCAN REACTOME_CTLA4_INHIBITORY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CTLA4_INHIBITORY_SIGNALING AKT1 AKT2 AKT3 CD80 CD86 CTLA4 FYN LCK LYN PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPN11 SRC YES1 REACTOME_CYCLIN_A_B1_B2_ASSOCIATED_EVENTS_DURING_G2_M_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYCLIN_A_B1_B2_ASSOCIATED_EVENTS_DURING_G2_M_TRANSITION CCNA1 CCNA2 CCNB1 CCNB2 CCNH CDC25A CDC25B CDC25C CDK1 CDK2 CDK7 FOXM1 LCMT1 MNAT1 PKMYT1 PLK1 PPME1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3B WEE1 XPO1 REACTOME_CYCLIN_A_CDK2_ASSOCIATED_EVENTS_AT_S_PHASE_ENTRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYCLIN_A_CDK2_ASSOCIATED_EVENTS_AT_S_PHASE_ENTRY AKT1 AKT2 AKT3 CABLES1 CCNA1 CCNA2 CCND1 CCNE1 CCNE2 CCNH CDC25A CDC25B CDK2 CDK4 CDK7 CDKN1A CDKN1B CKS1B CUL1 E2F1 E2F4 E2F5 FZR1 LIN37 LIN52 LIN54 LIN9 MAX MNAT1 MYC PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 PTK6 RB1 RBBP4 RBL2 RPS27A SEM1 SKP1 SKP2 TFDP1 TFDP2 UBA52 UBB UBC WEE1 REACTOME_CYCLIN_D_ASSOCIATED_EVENTS_IN_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYCLIN_D_ASSOCIATED_EVENTS_IN_G1 ABL1 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CKS1B CUL1 E2F1 E2F2 E2F3 E2F4 E2F5 JAK2 LYN MNAT1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3B PTK6 RB1 RBL1 RBL2 RPS27A SKP1 SKP2 SRC TFDP1 TFDP2 UBA52 UBB UBC REACTOME_CYP2E1_REACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYP2E1_REACTIONS CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2S1 REACTOME_CYTOCHROME_C_MEDIATED_APOPTOTIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOCHROME_C_MEDIATED_APOPTOTIC_RESPONSE APAF1 APIP AVEN CARD8 CASP3 CASP7 CASP9 CYCS DIABLO MAPK1 MAPK3 UACA XIAP REACTOME_CYTOCHROME_P450_ARRANGED_BY_SUBSTRATE_TYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOCHROME_P450_ARRANGED_BY_SUBSTRATE_TYPE AHR ARNT ARNT2 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 FDX1 FDX2 FDXR NCOA1 NCOA2 NR1H4 POMC POR PTGIS RXRA TBXAS1 REACTOME_CYTOKINE_SIGNALING_IN_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOKINE_SIGNALING_IN_IMMUNE_SYSTEM AAAS ABCE1 ABL2 ADAM17 ADAR AGER AIP AKT1 AKT2 AKT3 ALOX15 ALOX5 ALPK1 ANXA1 ANXA2 APP ARF1 ARIH1 ATF1 ATF2 B2M BATF BCL2 BCL2L1 BCL2L11 BCL6 BECN1 BIRC2 BIRC3 BIRC5 BLNK BOLA2 BOLA2B BRWD1 BST2 BTRC CA1 CAMK2A CAMK2B CAMK2D CAMK2G CANX CAPZA1 CASP1 CASP3 CASP8 CBL CCL11 CCL19 CCL2 CCL20 CCL22 CCL3 CCL3L3 CCL4 CCL5 CCND1 CCR1 CCR2 CCR5 CD27 CD36 CD4 CD40 CD40LG CD44 CD70 CD80 CD86 CDC42 CDK1 CDKN1A CDKN1B CEBPD CENPS CENPX CFL1 CHUK CIITA CISH CLCF1 CNN2 CNTF CNTFR COL1A2 CREB1 CRK CRKL CRLF1 CRLF2 CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSF3R CSH1 CSK CTF1 CTSG CUL1 CUL5 CXCL1 CXCL10 CXCL2 CXCL8 DHX9 DNAJC3 DUS2 DUSP3 DUSP4 DUSP6 DUSP7 EBI3 EDA EDA2R EDAR EDARADD EGR1 EIF2AK2 EIF2S1 EIF2S2 EIF2S3 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 ELK1 ELOB ELOC F13A1 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM FASLG FBXW11 FCER2 FCGR1A FCGR1BP FGF2 FLNA FLNB FLT3 FLT3LG FN1 FOS FOXO1 FOXO3 FPR1 FSCN1 FYN GAB2 GAB3 GATA3 GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 GH1 GH2 GHR GRAP2 GRB10 GRB2 GSDMD GSTA2 GSTO1 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HAVCR2 HCK HERC5 HGF HIF1A HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HMGB1 HMOX1 HNRNPA2B1 HNRNPDL HNRNPF HRAS HSP90AA1 HSP90B1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 HSPA9 ICAM1 IFI27 IFI30 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNG IFNGR1 IFNGR2 IFNL1 IFNL2 IFNL3 IFNLR1 IGHE IGHG1 IGHG4 IKBIP IKBKB IKBKG IL10 IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15 IL15RA IL16 IL17A IL17C IL17F IL17RA IL17RB IL17RC IL17RE IL18 IL18BP IL18R1 IL18RAP IL19 IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RAPL1 IL1RL1 IL1RL2 IL1RN IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL22RA2 IL23A IL23R IL24 IL25 IL26 IL27 IL27RA IL2RA IL2RB IL2RG IL3 IL31 IL31RA IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 IL9R ILF2 ILF3 INPP5D INPPL1 IP6K2 IRAK1 IRAK2 IRAK3 IRAK4 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 IRS1 IRS2 ISG15 ISG20 ITGAM ITGAX ITGB1 ITGB2 JAK1 JAK2 JAK3 JUN JUNB KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 KRAS LAMA5 LBP LCK LCN2 LCP1 LGALS9 LIF LIFR LMNB1 LRRC14 LTA LTB LTBR LYN MAOA MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K14 MAP3K3 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPT MAVS MCL1 MEF2A MEF2C MID1 MIF MMP1 MMP2 MMP3 MMP9 MSN MT2A MTAP MUC1 MX1 MX2 MYC MYD88 N4BP1 NANOG NCAM1 NCK1 NDC1 NDN NEDD4 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 NOS2 NPM1 NRAS NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OAS1 OAS2 OAS3 OASL OPRD1 OPRM1 OSM OSMR P4HB PAK2 PDCD4 PDE12 PELI1 PELI2 PELI3 PIAS1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIM1 PIN1 PITPNA PLCG1 PLCG2 PML POM121 POM121C POMC POU2F1 PPIA PPM1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5D PRKACA PRKCD PRKRA PRL PRLR PRTN3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTAFR PTGS2 PTK2B PTPN1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN23 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRJ PTPRZ1 RAE1 RAF1 RAG1 RAG2 RALA RANBP2 RAP1B RAPGEF1 RBX1 RELA RELB RHOU RIGI RIPK2 RNASEL RNF7 RORA RORC RPLP0 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RSAD2 S100A12 S100B S1PR1 SAA1 SAMHD1 SDC1 SEC13 SEH1L SEM1 SERPINB2 SH2B1 SH2B3 SHC1 SIGIRR SKP1 SLA SLA2 SMAD3 SMAD7 SMARCA4 SNAP25 SNCA SNRPA1 SOCS1 SOCS2 SOCS3 SOCS5 SOCS6 SOD1 SOD2 SOS1 SOS2 SOX2 SP100 SPHK1 SQSTM1 SRC STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STX1A STX3 STX4 STXBP2 SUMO1 SYK TAB1 TAB2 TAB3 TALDO1 TARBP2 TBK1 TCP1 TEC TGFB1 THOC5 TIFA TIMP1 TNF TNFRSF11A TNFRSF11B TNFRSF12A TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TNIP2 TOLLIP TP53 TPR TRAF2 TRAF3 TRAF6 TRIM10 TRIM14 TRIM17 TRIM2 TRIM21 TRIM22 TRIM25 TRIM26 TRIM29 TRIM3 TRIM31 TRIM34 TRIM35 TRIM38 TRIM45 TRIM46 TRIM48 TRIM5 TRIM6 TRIM62 TRIM68 TRIM8 TSLP TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TWIST1 TXLNA TYK2 UBA3 UBA52 UBA7 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2I UBE2L6 UBE2M UBE2N UBE2V1 USP14 USP18 VAMP2 VAMP7 VAV1 VCAM1 VEGFA VIM VRK3 XAF1 YBX1 YES1 YWHAZ ZEB1 REACTOME_CYTOPROTECTION_BY_HMOX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOPROTECTION_BY_HMOX1 ABCC1 ALB BACH1 BLVRA BLVRB CARM1 CHD9 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C CREBBP CYCS FABP1 HBA1 HBA2 HBB HDAC3 HELZ2 HIGD1C HM13 HMOX1 HMOX2 MAFK MED1 MT-CO1 MT-CO2 MT-CO3 NCOA1 NCOA2 NCOA6 NCOR1 NCOR2 NDUFA4 NFE2L2 NLRP3 PPARA PTK6 RXRA SIN3A SIN3B SMARCD3 STAP2 STAT3 TBL1X TBL1XR1 TGS1 TXNIP REACTOME_CYTOSOLIC_IRON_SULFUR_CLUSTER_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOSOLIC_IRON_SULFUR_CLUSTER_ASSEMBLY ABCB7 BRIP1 CIAO1 CIAO2B CIAO3 CIAPIN1 ERCC2 MMS19 NDOR1 NUBP1 NUBP2 POLD1 RTEL1 REACTOME_CYTOSOLIC_SENSORS_OF_PATHOGEN_ASSOCIATED_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOSOLIC_SENSORS_OF_PATHOGEN_ASSOCIATED_DNA AIM2 CGAS CHUK CRCP CREBBP CTNNB1 DDX41 DHX36 DHX9 DTX4 EP300 IFI16 IKBKB IKBKG IRF3 IRF7 LRRFIP1 MRE11 MYD88 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC3 NLRP4 POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K PRKDC RELA RIPK1 RIPK3 RPS27A STAT6 STING1 TBK1 TICAM1 TLR3 TREX1 TRIM21 TRIM32 TRIM56 UBA52 UBB UBC XRCC5 XRCC6 ZBP1 REACTOME_CYTOSOLIC_SULFONATION_OF_SMALL_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOSOLIC_SULFONATION_OF_SMALL_MOLECULES ABHD14B BPNT1 BPNT2 PAPSS1 PAPSS2 PODXL2 SLC26A1 SLC26A2 SLC35B2 SLC35B3 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPST1 TPST2 REACTOME_CYTOSOLIC_TRNA_AMINOACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_CYTOSOLIC_TRNA_AMINOACYLATION AARS1 AIMP1 AIMP2 CARS1 DARS1 EEF1E1 EPRS1 FARSA FARSB GARS1 HARS1 IARS1 KARS1 LARS1 MARS1 NARS1 PPA1 QARS1 RARS1 SARS1 TARS1 VARS1 WARS1 YARS1 REACTOME_C_TYPE_LECTIN_RECEPTORS_CLRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_C_TYPE_LECTIN_RECEPTORS_CLRS AHCYL1 BCL10 BTRC CALM1 CARD11 CARD9 CASP8 CCL17 CCL22 CD209 CDC34 CHUK CLEC10A CLEC4A CLEC4C CLEC4D CLEC4E CLEC6A CLEC7A CREBBP CUL1 EP300 FBXW11 FCER1G FYN HRAS ICAM2 ICAM3 IKBKB IKBKG IL1B ITPR1 ITPR2 ITPR3 KRAS LYN MALT1 MAP3K14 MAP3K7 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NFATC1 NFATC2 NFATC3 NFKB1 NFKB2 NFKBIA NRAS PAK1 PAK2 PAK3 PDPK1 PLCG2 PPP3CA PPP3CB PPP3R1 PRKACA PRKACB PRKACG PRKCD PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PYCARD RAF1 RELA RELB RPS27A RPS6KA5 SEM1 SKP1 SRC SYK TAB1 TAB2 TAB3 TRAF6 UBA3 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2M UBE2N UBE2V1 REACTOME_DAG_AND_IP3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DAG_AND_IP3_SIGNALING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AHCYL1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 GRK2 ITPR1 ITPR2 ITPR3 KPNA2 NBEA PDE1A PDE1B PDE1C PLCG1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCE PRKCG PRKX REACTOME_DAP12_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DAP12_INTERACTIONS B2M BTK CD300E CD300LB CLEC5A ENSG00000284217 FYN GRAP2 GRB2 HLA-B HLA-C HLA-E HRAS KIR2DL5A KIR2DS1 KIR2DS2 KIR2DS4 KIR2DS5 KIR3DS1 KLRC2 KLRD1 KLRK1 KRAS LAT LCK LCP2 NCR2 NRAS PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PLCG2 RAC1 SHC1 SIGLEC14 SIGLEC15 SIRPB1 SOS1 SYK TREM1 TREM2 TYROBP VAV2 VAV3 REACTOME_DAP12_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DAP12_SIGNALING B2M BTK FYN GRAP2 GRB2 HLA-E HRAS KLRC2 KLRD1 KLRK1 KRAS LAT LCK LCP2 NRAS PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PLCG2 RAC1 SHC1 SOS1 SYK TREM2 TYROBP VAV2 VAV3 REACTOME_DARPP_32_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DARPP_32_EVENTS CALM1 CDK5 PDE4A PDE4B PDE4C PDE4D PPP1CA PPP1R1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B REACTOME_DCC_MEDIATED_ATTRACTIVE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DCC_MEDIATED_ATTRACTIVE_SIGNALING ABLIM1 ABLIM2 ABLIM3 CDC42 DCC DOCK1 FYN NCK1 NTN1 PTK2 RAC1 SRC TRIO WASL REACTOME_DDX58_IFIH1_MEDIATED_INDUCTION_OF_INTERFERON_ALPHA_BETA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DDX58_IFIH1_MEDIATED_INDUCTION_OF_INTERFERON_ALPHA_BETA AGER APP ATG12 ATG5 CASP10 CASP8 CHUK CREBBP CYLD DHX58 EP300 FADD HERC5 HMGB1 HSP90AA1 HSP90AB1 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKB IKBKE IKBKG IRF3 IRF7 ISG15 ITCH MAP3K1 MAVS NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 OTUD5 PCBP2 PIN1 RELA RIGI RIPK1 RNF125 RNF135 RNF216 RPS27A S100A12 S100B SAA1 SIKE1 TANK TAX1BP1 TBK1 TKFC TNFAIP3 TOMM70 TRAF2 TRAF3 TRAF6 TRIM25 TRIM4 UBA52 UBA7 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2K UBE2L6 REACTOME_DEACTIVATION_OF_THE_BETA_CATENIN_TRANSACTIVATING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEACTIVATION_OF_THE_BETA_CATENIN_TRANSACTIVATING_COMPLEX AKT1 AKT2 APC ASH2L BCL9 BCL9L BTRC CBY1 CHD8 CTBP1 CTNNB1 CTNNBIP1 HDAC1 KMT2D LEF1 MEN1 PYGO1 PYGO2 RBBP5 RPS27A SOX13 SOX17 SOX2 SOX3 SOX4 SOX6 SOX7 SOX9 SRY TCF7 TCF7L1 TCF7L2 TLE1 TLE2 TLE3 TLE4 UBA52 UBB UBC XIAP XPO1 YWHAZ REACTOME_DEADENYLATION_DEPENDENT_MRNA_DECAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEADENYLATION_DEPENDENT_MRNA_DECAY CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 DCP1A DCP1B DCP2 DCPS DDX6 DIS3 EDC3 EDC4 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HBS1L LSM1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 NT5C3B PABPC1 PAIP1 PAN2 PAN3 PARN PATL1 SKIC2 SKIC3 SKIC8 TNKS1BP1 TUT4 TUT7 XRN1 REACTOME_DEADENYLATION_OF_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEADENYLATION_OF_MRNA CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 PABPC1 PAIP1 PAN2 PAN3 PARN TNKS1BP1 TUT4 TUT7 REACTOME_DEATH_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEATH_RECEPTOR_SIGNALING AATF ABR ADAM17 AKAP13 APH1A APH1B ARHGDIA ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAD BAG4 BCL2L11 BEX3 BIRC2 BIRC3 CASP10 CASP2 CASP3 CASP8 CFLAR CHUK CLIP3 CYLD ECT2 FADD FAS FASLG FGD1 FGD2 FGD3 FGD4 GNA13 HDAC1 HDAC2 HDAC3 IKBKB IKBKE IKBKG IRAK1 ITGB3BP ITSN1 KALRN LINGO1 MADD MAG MAGED1 MAP3K7 MAPK8 MAPKAPK2 MCF2 MCF2L MIB2 MYD88 NCSTN NET1 NFKB1 NFKBIA NGEF NGF NGFR NSMAF OBSCN OMG OPTN OTUD1 OTUD7B OTULIN PLEKHG2 PLEKHG5 PRDM4 PREX1 PRKCI PSEN1 PSEN2 PSENEN RAC1 RACK1 RASGRF2 RBCK1 RELA RHOA RIPK1 RIPK2 RNF31 RPS27A RTN4 RTN4R SHARPIN SMPD2 SMPD3 SOS1 SOS2 SPATA2 SPPL2A SPPL2B SQSTM1 STUB1 TAB1 TAB2 TAB3 TAX1BP1 TBK1 TIAM1 TIAM2 TNF TNFAIP3 TNFRSF10A TNFRSF10B TNFRSF10D TNFRSF1A TNFSF10 TRADD TRAF1 TRAF2 TRAF6 TRIO UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2L3 ULK1 USP2 USP21 USP4 VAV1 VAV2 VAV3 XIAP YWHAE REACTOME_DECTIN_1_MEDIATED_NONCANONICAL_NF_KB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DECTIN_1_MEDIATED_NONCANONICAL_NF_KB_SIGNALING BTRC CCL17 CCL22 CHUK CUL1 FBXW11 MAP3K14 NFKB2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RELA RELB RPS27A SEM1 SKP1 UBA3 UBA52 UBB UBC UBE2M REACTOME_DECTIN_2_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DECTIN_2_FAMILY CLEC10A CLEC4A CLEC4C CLEC4D CLEC4E CLEC6A FCER1G FYN LYN MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 PLCG2 SYK REACTOME_DEFECTIVE_B4GALT1_CAUSES_B4GALT1_CDG_CDG_2D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_B4GALT1_CAUSES_B4GALT1_CDG_CDG_2D ACAN B4GALT1 FMOD KERA LUM OGN OMD PRELP REACTOME_DEFECTIVE_B4GALT7_CAUSES_EDS_PROGEROID_TYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_B4GALT7_CAUSES_EDS_PROGEROID_TYPE AGRN B4GALT7 BCAN BGN CSPG4 CSPG5 DCN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HSPG2 NCAN SDC1 SDC2 SDC3 SDC4 VCAN REACTOME_DEFECTIVE_C1GALT1C1_CAUSES_TNPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_C1GALT1C1_CAUSES_TNPS C1GALT1 C1GALT1C1 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 REACTOME_DEFECTIVE_CFTR_CAUSES_CYSTIC_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CFTR_CAUSES_CYSTIC_FIBROSIS CFTR DERL1 DERL2 DERL3 ERLEC1 ERLIN1 ERLIN2 OS9 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RNF185 RNF5 RPS27A SEL1L SEM1 UBA52 UBB UBC VCP REACTOME_DEFECTIVE_CHST14_CAUSES_EDS_MUSCULOCONTRACTURAL_TYPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CHST14_CAUSES_EDS_MUSCULOCONTRACTURAL_TYPE BCAN BGN CHST14 CSPG4 CSPG5 DCN NCAN VCAN REACTOME_DEFECTIVE_CHST3_CAUSES_SEDCJD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CHST3_CAUSES_SEDCJD BCAN BGN CHST3 CSPG4 CSPG5 DCN NCAN VCAN REACTOME_DEFECTIVE_CHST6_CAUSES_MCDC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CHST6_CAUSES_MCDC1 ACAN CHST6 FMOD KERA LUM OGN OMD PRELP REACTOME_DEFECTIVE_CHSY1_CAUSES_TPBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CHSY1_CAUSES_TPBS BCAN BGN CHSY1 CSPG4 CSPG5 DCN NCAN VCAN REACTOME_DEFECTIVE_CSF2RB_CAUSES_SMDP5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_CSF2RB_CAUSES_SMDP5 CSF2RA CSF2RB SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD REACTOME_DEFECTIVE_EXT2_CAUSES_EXOSTOSES_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_EXT2_CAUSES_EXOSTOSES_2 AGRN EXT1 EXT2 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HSPG2 SDC1 SDC2 SDC3 SDC4 REACTOME_DEFECTIVE_F9_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_F9_ACTIVATION F11 F9 GP1BA GP1BB GP5 GP9 REACTOME_DEFECTIVE_FACTOR_IX_CAUSES_HEMOPHILIA_B https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_FACTOR_IX_CAUSES_HEMOPHILIA_B F10 F11 F8 F9 GGCX GP1BA GP1BB GP5 GP9 REACTOME_DEFECTIVE_FACTOR_VIII_CAUSES_HEMOPHILIA_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_FACTOR_VIII_CAUSES_HEMOPHILIA_A F10 F2 F8 F9 TPST1 TPST2 VWF REACTOME_DEFECTIVE_GALNT3_CAUSES_HFTC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_GALNT3_CAUSES_HFTC GALNT3 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 REACTOME_DEFECTIVE_INTRINSIC_PATHWAY_FOR_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_INTRINSIC_PATHWAY_FOR_APOPTOSIS APP BCL2L11 C1QBP CAPN1 CAPN2 CAPNS1 CAPNS2 CAST CDC25A CDC25B CDC25C CDK5 CDK5R1 CDKN2A FASLG FOXO3 GOLGA2 JUN LMNA LMNB1 PRDX1 PRDX2 SOD2 TP53 YWHAE REACTOME_DEFECTIVE_LFNG_CAUSES_SCDO3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_LFNG_CAUSES_SCDO3 LFNG NOTCH1 NOTCH2 NOTCH3 NOTCH4 REACTOME_DEFECTIVE_RIPK1_MEDIATED_REGULATED_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_RIPK1_MEDIATED_REGULATED_NECROSIS CASP8 FADD MLKL RIPK1 RIPK3 TRADD TRAF2 REACTOME_DEFECTIVE_ST3GAL3_CAUSES_MCT12_AND_EIEE15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTIVE_ST3GAL3_CAUSES_MCT12_AND_EIEE15 ACAN FMOD KERA LUM OGN OMD PRELP ST3GAL3 REACTOME_DEFECTS_IN_BIOTIN_BTN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_IN_BIOTIN_BTN_METABOLISM ACACA BTD HLCS MCCC1 MCCC2 PC PCCA PCCB REACTOME_DEFECTS_IN_COBALAMIN_B12_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_IN_COBALAMIN_B12_METABOLISM ABCD4 AMN CBLIF CD320 CUBN LMBRD1 MMAA MMAB MMACHC MMADHC MMUT MTR MTRR TCN2 REACTOME_DEFECTS_IN_VITAMIN_AND_COFACTOR_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_IN_VITAMIN_AND_COFACTOR_METABOLISM ABCD4 ACACA AMN BTD CBLIF CD320 CUBN HLCS LMBRD1 MCCC1 MCCC2 MMAA MMAB MMACHC MMADHC MMUT MTR MTRR PC PCCA PCCB TCN2 REACTOME_DEFECTS_OF_CONTACT_ACTIVATION_SYSTEM_CAS_AND_KALLIKREIN_KININ_SYSTEM_KKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_OF_CONTACT_ACTIVATION_SYSTEM_CAS_AND_KALLIKREIN_KININ_SYSTEM_KKS F10 F11 F12 F2 F8 F9 GGCX GP1BA GP1BB GP5 GP9 KLKB1 SERPING1 TPST1 TPST2 VWF REACTOME_DEFECTS_OF_PLATELET_ADHESION_TO_EXPOSED_COLLAGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFECTS_OF_PLATELET_ADHESION_TO_EXPOSED_COLLAGEN ADAMTS13 COL1A1 COL1A2 GP1BA GP1BB GP5 GP9 VWF REACTOME_DEFENSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEFENSINS ART1 CCR2 CCR6 CD4 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B PRSS2 PRSS3 TLR1 TLR2 REACTOME_DEGRADATION_OF_AXIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_AXIN AXIN1 AXIN2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RNF146 RPS27A SEM1 SMURF2 TNKS TNKS2 UBA52 UBB UBC REACTOME_DEGRADATION_OF_BETA_CATENIN_BY_THE_DESTRUCTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_BETA_CATENIN_BY_THE_DESTRUCTION_COMPLEX AMER1 APC AXIN1 AXIN2 BTRC CSNK1A1 CTBP1 CTBP2 CTNNB1 CUL1 FRAT1 FRAT2 GSK3B HDAC1 LEF1 MYC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 SKP1 TCF7 TCF7L1 TCF7L2 TLE1 TLE2 TLE3 TLE4 TLE5 UBA52 UBB UBC ZRANB1 REACTOME_DEGRADATION_OF_CYSTEINE_AND_HOMOCYSTEINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_CYSTEINE_AND_HOMOCYSTEINE ADO CDO1 CSAD CTH ETHE1 FMO1 GADL1 GOT2 MPST SLC25A10 SQOR SUOX TST TSTD1 TXN2 REACTOME_DEGRADATION_OF_DVL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_DVL CUL3 DACT1 DVL1 DVL2 DVL3 HECW1 KLHL12 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 UBA52 UBB UBC REACTOME_DEGRADATION_OF_GLI1_BY_THE_PROTEASOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_GLI1_BY_THE_PROTEASOME BTRC CUL1 GLI1 ITCH NUMB PRKACA PRKACB PRKACG PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 SKP1 SUFU UBA52 UBB UBC REACTOME_DEGRADATION_OF_THE_EXTRACELLULAR_MATRIX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEGRADATION_OF_THE_EXTRACELLULAR_MATRIX A2M ACAN ADAM10 ADAM15 ADAM17 ADAM8 ADAM9 ADAMTS1 ADAMTS16 ADAMTS18 ADAMTS4 ADAMTS5 ADAMTS8 ADAMTS9 BCAN BMP1 BSG CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 CASP3 CAST CD44 CDH1 CMA1 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL23A1 COL25A1 COL26A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 CTRB1 CTRB2 CTSB CTSD CTSG CTSK CTSL CTSS CTSV DCN ELANE ELN FBN1 FBN2 FBN3 FN1 FURIN HSPG2 HTRA1 KLK2 KLK7 KLKB1 LAMA3 LAMA5 LAMB1 LAMB3 LAMC1 LAMC2 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP24 MMP25 MMP3 MMP7 MMP8 MMP9 NCSTN NID1 OPTC PHYKPL PLG PRSS1 PRSS2 PSEN1 SCUBE1 SCUBE3 SPOCK3 SPP1 TIMP1 TIMP2 TLL1 TLL2 TMPRSS6 TPSAB1 REACTOME_DEPOLYMERIZATION_OF_THE_NUCLEAR_LAMINA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEPOLYMERIZATION_OF_THE_NUCLEAR_LAMINA CCNB1 CDK1 CNEP1R1 CTDNEP1 EMD LEMD2 LEMD3 LMNA LMNB1 LPIN1 LPIN2 LPIN3 PRKCA PRKCB TMPO REACTOME_DEPOSITION_OF_NEW_CENPA_CONTAINING_NUCLEOSOMES_AT_THE_CENTROMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEPOSITION_OF_NEW_CENPA_CONTAINING_NUCLEOSOMES_AT_THE_CENTROMERE CENPA CENPC CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CENPW CENPX H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HJURP ITGB3BP KNL1 MIS18A MIS18BP1 NPM1 OIP5 RBBP4 RBBP7 RSF1 RUVBL1 SMARCA5 REACTOME_DERMATAN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DERMATAN_SULFATE_BIOSYNTHESIS BCAN BGN CHST14 CSPG4 CSPG5 DCN DSE DSEL NCAN UST VCAN REACTOME_DETOXIFICATION_OF_REACTIVE_OXYGEN_SPECIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DETOXIFICATION_OF_REACTIVE_OXYGEN_SPECIES AQP8 ATOX1 ATP7A CAT CCS CYBA CYBB CYCS ERO1A GPX1 GPX2 GPX3 GPX5 GPX6 GPX7 GPX8 GSR GSTP1 NCF1 NCF2 NCF4 NOX4 NOX5 NUDT2 P4HB PRDX1 PRDX2 PRDX3 PRDX5 PRDX6 SOD1 SOD2 SOD3 TXN TXN2 TXNRD1 TXNRD2 REACTOME_DEUBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEUBIQUITINATION ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTR5 ACTR8 ADRB2 ADRM1 APC AR ARRB1 ARRB2 ASXL1 ASXL2 ATXN3 ATXN3L ATXN7 AXIN1 AXIN2 BABAM1 BABAM2 BAP1 BARD1 BECN1 BIRC2 BIRC3 BRCA1 BRCC3 CCNA1 CCNA2 CCP110 CDC20 CDC25A CDK1 CFTR CLSPN CYLD DDB2 EP300 ESR1 FKBP8 FOXK1 FOXK2 FOXO4 GATA3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 HCFC1 HGS HIF1A IDE IFIH1 IKBKG IL33 INO80 INO80B INO80C INO80D INO80E JOSD1 JOSD2 KAT2A KAT2B KDM1B KEAP1 MAP3K7 MAT2B MAVS MBD5 MBD6 MCRS1 MDM2 MDM4 MUL1 MYC MYSM1 NEDD8 NFKBIA NFRKB NLRP3 NOD1 NOD2 OGT OTUB1 OTUB2 OTUD3 OTUD5 OTUD7A OTUD7B POLB PRKN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTRH2 RAD23A RAD23B RCE1 RHOA RHOT1 RIGI RIPK1 RIPK2 RNF123 RNF128 RNF135 RNF146 RPS27A RUVBL1 SEM1 SENP8 SIAH2 SKP2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMURF2 SNX3 STAM STAM2 STAMBP STAMBPL1 SUDS3 TAB1 TADA2B TADA3 TAF10 TAF9B TFPT TGFB1 TGFBR1 TGFBR2 TNFAIP3 TNIP1 TNIP2 TNIP3 TNKS TNKS2 TOMM20 TOMM70 TP53 TRAF2 TRAF3 TRAF6 TRIM25 TRIM4 TRRAP UBA52 UBB UBC UBE2D1 UCHL1 UCHL3 UCHL5 UFD1 UIMC1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L25 USP17L26 USP17L27 USP17L28 USP17L29 USP17L3 USP17L30 USP17L4 USP17L5 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP28 USP3 USP30 USP33 USP34 USP37 USP4 USP42 USP44 USP47 USP48 USP49 USP5 USP7 USP8 USP9X VCP VCPIP1 VDAC1 VDAC2 VDAC3 WDR20 WDR48 YOD1 YY1 ZRANB1 REACTOME_DEVELOPMENTAL_BIOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEVELOPMENTAL_BIOLOGY ABCG2 ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ACTB ACTG1 ACTL6A ACTR2 ACTR3 ACVR1B ACVR1C ACVR2A ACVR2B ADAM10 ADAM11 ADAM22 ADAM23 ADGRG6 ADGRV1 ADIPOQ ADIRF AGAP2 AGO1 AGO2 AGO3 AGO4 AGRN AICDA AIMP1 AIMP2 AJUBA AKAP5 AKT1 AKT2 AKT3 ALCAM ALX3 AMH ANGPTL4 ANK1 ANK2 ANK3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B AQP3 ARHGAP35 ARHGAP39 ARHGEF11 ARHGEF12 ARHGEF28 ARHGEF7 ARID1A ARID1B ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARTN ASAH1 ASH2L ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H BCL2 BCL2A1 BCL7A BCL7B BCL7C BIRC7 BMP4 BMP7 BNIP2 BOC BTG4 CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG8 CALML5 CAP1 CAP2 CAPN1 CAPNS1 CARM1 CASC3 CASP14 CBFB CCNB1 CCNC CCND1 CCND3 CD24 CD36 CD72 CDC42 CDH1 CDH15 CDH2 CDH4 CDK19 CDK2 CDK4 CDK5 CDK5R1 CDK8 CDKN1A CDKN2A CDON CDSN CDX2 CEACAM1 CEBPA CEBPB CEBPD CEBPE CELA2A CER1 CFC1 CFL1 CHD3 CHD4 CHD9 CHL1 CIDEA CLASP1 CLASP2 CLDN7 CLTA CLTB CLTC CLTCL1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CNTN1 CNTN2 CNTN6 CNTNAP1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 COX7A1 CREB1 CREBBP CRIPTO CRIPTO3 CRMP1 CSF3R CSNK2A1 CSNK2A2 CSNK2B CSPG4 CSTA CTCF CTNNA1 CTNNA2 CTNNB1 CUL2 CXCL12 CXCR4 CYP51A1 DAB1 DAG1 DAND5 DARS1 DCC DCT DCX DEK DHH DIAPH1 DICER1 DIO2 DIS3L2 DKK1 DLG1 DLG3 DLG4 DLL1 DLL3 DLX5 DMKN DMRT1 DNM1 DNM2 DNM3 DOCK1 DOK1 DOK2 DOK4 DOK5 DOK6 DPF1 DPF2 DPF3 DPPA2 DPPA3 DPPA4 DPY30 DPYSL2 DPYSL3 DPYSL4 DPYSL5 DRAP1 DRP2 DSC1 DSC2 DSC3 DSCAM DSCAML1 DSG1 DSG2 DSG3 DSG4 DSP DUX4 DUXA DUXB E2F1 EBF1 EBF2 EDN1 EDN3 EDNRB EED EEF1E1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGF EGFR EGR2 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 ELOB ELOC ELOVL3 EMX2 ENAH EOMES EP300 EPAS1 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 EPRS1 ERBB2 ETF1 EVL EVPL EYA1 EZH2 EZR FABP4 FABP5 FAM120B FARP2 FAU FES FGF10 FGF2 FGF4 FGF8 FGF9 FGFR1 FLG FLI1 FLRT3 FOXA1 FOXA2 FOXA3 FOXC1 FOXC2 FOXD3 FOXF1 FOXH1 FOXL2 FOXO1 FOXO3 FOXO4 FOXP1 FRS2 FURIN FYN GAB1 GAB2 GAP43 GATA2 GATA3 GATA4 GATA6 GATA6-AS1 GATAD2A GATAD2B GBX2 GCK GDF1 GDNF GFI1 GFRA1 GFRA2 GFRA3 GFRA4 GIT1 GJB1 GJB3 GMPR GPC1 GPR143 GRB10 GRB2 GRB7 GREM1 GRIN1 GRIN2B GSC GSK3B GSPT1 GSPT2 H1-8 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND1 HAND2 HDAC1 HDAC2 HDAC3 HELZ2 HES1 HES7 HEY1 HEY2 HHEX HIF3A HINT1 HIRA HJV HMGCR HNF1A HNF1B HNF4A HNF4G HNRNPU HOPX HOXA1 HOXA11 HOXA2 HOXA3 HOXA4 HOXA6 HOXB1 HOXB2 HOXB3 HOXB4 HOXC11 HOXC4 HOXD1 HOXD11 HOXD3 HOXD4 HRAS HSP90AA1 HSP90AB1 HSPA8 IAPP IARS1 ID1 ID4 IHH IL6R INS INSM1 IRF4 IRS2 IRX1 IRX2 ISL1 ITGA1 ITGA10 ITGA2 ITGA2B ITGA5 ITGA6 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITSN1 IVL JAG1 JUN JUP KALRN KARS1 KAT2A KAT2B KAT5 KAZN KCNQ2 KCNQ3 KDM4E KDM5A KDM5B KDM6A KDM6B KIF4A KIF4B KIT KITLG KLF4 KLF5 KLK12 KLK13 KLK14 KLK5 KLK7 KLK8 KMT2A KMT2C KMT2D KPRP KRAS KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP15-1 KRTAP16-1 KRTAP17-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP2-1 KRTAP2-2 KRTAP2-3 KRTAP2-4 KRTAP20-1 KRTAP20-2 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP22-1 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-7 KRTAP4-8 KRTAP4-9 KRTAP5-1 KRTAP5-10 KRTAP5-11 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP8-1 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 KRTDAP L1CAM LAMA1 LAMA2 LAMB1 LAMC1 LARS1 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LDB1 LEF1 LEFTY1 LEFTY2 LELP1 LEP LEUTX LFNG LGALS7 LGALS7B LGI1 LGI2 LGI3 LGI4 LHX1 LHX2 LHX3 LHX4 LHX9 LIG1 LIMK1 LIMK2 LIN28A LINC00261 LIPJ LIPK LIPM LIPN LORICRIN LPL LRIG1 LYN LYPLA2 MAFA MAFB MAG MAGOH MAGOHB MAML1 MAML2 MAML3 MAMLD1 MAP2K1 MAP2K2 MAP2K6 MAPK1 MAPK11 MAPK12 MAPK14 MAPK3 MAPK7 MARS1 MBD3 MBP MC1R MC3R MC4R MC5R MECOM MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEF2A MEF2B MEF2C MEF2D MEIS1 MESP1 MESP2 MET METTL23 MIR211 MITF MIXL1 MLANA MLPH MMP2 MMP9 MOV10 MPZ MSGN1 MSI1 MSN MSX1 MTA1 MTA2 MTA3 MYB MYC MYF5 MYF6 MYH10 MYH11 MYH14 MYH9 MYL12A MYL12B MYL6 MYL9 MYO10 MYO5A MYO9B MYOCD MYOD1 MYOG MYRIP NAB1 NAB2 NANOG NCAM1 NCAN NCBP1 NCBP2 NCK1 NCK2 NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NCSTN NELL2 NEO1 NEUROD1 NEUROG3 NFASC NFKB1 NGEF NKX2-2 NKX2-5 NKX6-1 NOBOX NODAL NOG NOTCH1 NOTO NPM2 NPNT NR2F2 NR5A1 NR5A2 NR6A1 NRAS NRCAM NRP1 NRP2 NRTN NTN1 NTN3 NTN4 NUMB OCLN ONECUT1 ONECUT3 OSR1 OTX2 PABPC1 PABPN1 PABPN1L PADI6 PAGR1 PAIP1 PAIP2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PAX2 PAX3 PAX4 PAX6 PAX7 PAX8 PAXIP1 PBX1 PCDH19 PCGF2 PCK1 PCSK6 PDLIM7 PDX1 PERP PFN1 PFN2 PI3 PIAS2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP5K1C PITPNA PKLR PKNOX1 PKP1 PKP2 PKP3 PKP4 PLAC8 PLCG1 PLIN1 PLK1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB3 PLXNC1 PLXND1 PMEL PML PMP22 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POMC POU3F1 POU3F2 POU3F3 POU5F1 PPARA PPARG PPARGC1A PPARGC1B PPL PPP3CB PRDM14 PRDM16 PRKACA PRKACB PRKACG PRKAR2A PRKCA PRKCQ PRM1 PRM2 PRNP PRSS3 PRSS8 PRX PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSPN PTF1A PTGDS PTK2 PTPN11 PTPRA PTPRC QARS1 RAB27A RAC1 RANBP9 RAP1GAP RARA RARB RARG RARS1 RASA1 RBBP4 RBBP5 RBBP7 RBM8A RBPJ RBX1 RDX RELA RELN RET RFX6 RGMA RGMB RHOA RHOB RHOC RIPPLY2 RND1 RNPS1 ROBO1 ROBO2 ROBO3 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS7 RPS8 RPS9 RPSA RPTN RRAS RUNX1 RXRA SALL1 SALL4 SBSN SCD5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SDC2 SDCBP SEM1 SEMA3A SEMA3E SEMA4A SEMA4D SEMA5A SEMA6A SEMA6D SEMA7A SH3GL2 SH3KBP1 SHC1 SHC3 SHH SHTN1 SIAH1 SIAH2 SIN3A SIRT1 SIX1 SIX2 SLC2A2 SLC2A4 SLIT1 SLIT2 SLIT3 SMAD1 SMAD2 SMAD3 SMAD4 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMYD1 SNAI1 SNAI2 SNW1 SOS1 SOS2 SOX1 SOX10 SOX17 SOX2 SOX9 SPAG9 SPI1 SPINK5 SPINK6 SPINK9 SPRR1A SPRR1B SPRR2A SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SREBF1 SREBF2 SRF SRGAP1 SRGAP2 SRGAP3 SRPK1 SRY SS18 SS18L1 ST14 ST8SIA2 ST8SIA4 STAT3 STPG4 STX1A STX1B SUZ12 SYTL2 TAL1 TBL1X TBL1XR1 TBPL2 TBX1 TBX2 TBX20 TBX3 TBX5 TBX6 TBXT TCF12 TCF3 TCF4 TCF7 TCF7L1 TCF7L2 TCHH TEAD1 TEAD2 TEAD4 TERT TET3 TFAP2A TFAP2B TFAP2C TFDP1 TFDP2 TFE3 TFEB TFEC TFRC TGFB1 TGM1 TGM5 TGS1 THRAP3 TIAM1 TLN1 TNF TNKS1BP1 TNRC6A TNRC6B TNRC6C TP53 TP63 TPRX1 TPRX2 TREM2 TRIM33 TRIO TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TRPM1 TSC22D1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUT4 TUT7 TYR TYROBP TYRP1 UBA52 UBB UBC UCP1 UHRF1 UNC5A UNC5B UNC5C UNC5D UNG UPF2 UPF3A UPF3B USF1 USP33 USP46 UTRN VASP VAV2 VAV3 VLDLR WASL WDR5 WFDC2 WNT1 WNT10B WNT11 WNT3A WNT4 WNT9B WT1 WWTR1 XPO1 YAP1 YES1 YY1 ZEB2 ZFP36L2 ZFPM2 ZIC1 ZIC2 ZIC3 ZNF335 ZNF423 ZNF467 ZNF521 ZNF638 ZP2 ZSCAN10 ZSCAN4 ZSWIM8 REACTOME_DEX_H_BOX_HELICASES_ACTIVATE_TYPE_I_IFN_AND_INFLAMMATORY_CYTOKINES_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DEX_H_BOX_HELICASES_ACTIVATE_TYPE_I_IFN_AND_INFLAMMATORY_CYTOKINES_PRODUCTION DHX36 DHX9 IRF7 MYD88 NFKB1 NFKB2 RELA REACTOME_DIFFERENTIATION_OF_KERATINOCYTES_IN_INTERFOLLICULAR_EPIDERMIS_IN_MAMMALIAN_SKIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIFFERENTIATION_OF_KERATINOCYTES_IN_INTERFOLLICULAR_EPIDERMIS_IN_MAMMALIAN_SKIN ABCG2 AQP3 CALML5 CASP14 CSPG4 DLL1 DMKN EGF FABP5 FLG GJB3 HOPX ITGA6 ITGB1 ITGB4 IVL KLK5 KLK7 KPRP KRT1 KRT10 KRT14 KRT15 KRT19 KRT24 KRT5 KRT78 KRTDAP LGALS7 LGALS7B LORICRIN LRIG1 NUMB PRSS3 SBSN SPINK5 SPRR2A TFRC TP63 YAP1 REACTOME_DIGESTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIGESTION ALPI AMY1A AMY1B AMY1C AMY2A AMY2B CEL CHIA CHIT1 CLPS GUCA2A GUCA2B GUCY2C LCT LIPF MGAM PIR PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 SI TREH REACTOME_DIGESTION_AND_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIGESTION_AND_ABSORPTION ALPI AMY1A AMY1B AMY1C AMY2A AMY2B CEL CHIA CHIT1 CLPS GUCA2A GUCA2B GUCY2C LCT LIPF MGAM NPC1L1 PIR PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 RSC1A1 SI SLC2A2 SLC2A5 SLC5A1 TREH REACTOME_DIGESTION_OF_DIETARY_CARBOHYDRATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIGESTION_OF_DIETARY_CARBOHYDRATE AMY1A AMY1B AMY1C AMY2A AMY2B CHIA CHIT1 LCT MGAM SI TREH REACTOME_DIGESTION_OF_DIETARY_LIPID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DIGESTION_OF_DIETARY_LIPID CEL CLPS LIPF PNLIP PNLIPRP1 PNLIPRP2 PNLIPRP3 REACTOME_DISASSEMBLY_OF_THE_DESTRUCTION_COMPLEX_AND_RECRUITMENT_OF_AXIN_TO_THE_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISASSEMBLY_OF_THE_DESTRUCTION_COMPLEX_AND_RECRUITMENT_OF_AXIN_TO_THE_MEMBRANE AMER1 APC AXIN1 CAV1 CSNK1A1 CSNK1G2 CTNNB1 DVL1 DVL2 DVL3 FRAT1 FRAT2 FZD1 FZD2 FZD5 GSK3B LRP5 LRP6 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E WNT1 WNT3A WNT8A WNT8B REACTOME_DISEASES_ASSOCIATED_WITH_GLYCOSAMINOGLYCAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_GLYCOSAMINOGLYCAN_METABOLISM ACAN AGRN B3GALT6 B3GAT3 B4GALT1 B4GALT7 BCAN BGN CHST14 CHST3 CHST6 CHSY1 CSPG4 CSPG5 DCN EXT1 EXT2 FMOD GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HEXA HEXB HSPG2 KERA LUM NCAN OGN OMD PAPSS2 PRELP SDC1 SDC2 SDC3 SDC4 SLC26A2 ST3GAL3 VCAN REACTOME_DISEASES_ASSOCIATED_WITH_GLYCOSYLATION_PRECURSOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_GLYCOSYLATION_PRECURSOR_BIOSYNTHESIS DHDDS DOLK DPM1 DPM2 DPM3 GALE GALK1 GALT GFPT1 GNE MPI NUS1 PGM1 PMM2 SRD5A3 REACTOME_DISEASES_ASSOCIATED_WITH_N_GLYCOSYLATION_OF_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_N_GLYCOSYLATION_OF_PROTEINS ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 B4GALT1 CTSA DPAGT1 GLB1 MAN1B1 MGAT2 MOGS MPDU1 NEU1 RFT1 REACTOME_DISEASES_ASSOCIATED_WITH_O_GLYCOSYLATION_OF_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_O_GLYCOSYLATION_OF_PROTEINS ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 B3GLCT B4GAT1 C1GALT1 C1GALT1C1 CFP DAG1 GALNT12 GALNT3 LARGE1 LFNG MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 POMGNT1 POMT1 POMT2 SBSPON SEMA5A SEMA5B SPON1 SPON2 SSPOP THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B REACTOME_DISEASES_ASSOCIATED_WITH_SURFACTANT_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_ASSOCIATED_WITH_SURFACTANT_METABOLISM ABCA3 CSF2RA CSF2RB SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC34A2 REACTOME_DISEASES_OF_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_BASE_EXCISION_REPAIR MUTYH NEIL1 NEIL3 NTHL1 OGG1 REACTOME_DISEASES_OF_CARBOHYDRATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_CARBOHYDRATE_METABOLISM ALDOB ARSB DCXR EPM2A G6PC1 G6PC3 GAA GALNS GBE1 GLB1 GNS GUSB GYG1 GYG2 GYS1 GYS2 HGSNAT HYAL1 IDS IDUA KHK LCT NAGLU NHLRC1 PPP1R3C RPIA RPS27A SGSH SI SLC37A4 TALDO1 UBA52 UBB UBC REACTOME_DISEASES_OF_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_DNA_REPAIR ATM ATR ATRIP BARD1 BLM BRCA1 BRCA2 BRIP1 DNA2 EXO1 HUS1 KAT5 MLH1 MRE11 MSH2 MSH3 MSH6 MUTYH NBN NEIL1 NEIL3 NTHL1 OGG1 PALB2 PMS2 RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 SEM1 TOP3A TOPBP1 WRN XRCC2 REACTOME_DISEASES_OF_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_GLYCOSYLATION ACAN ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 AGRN ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B4GAT1 BCAN BGN C1GALT1 C1GALT1C1 CFP CHST14 CHST3 CHST6 CHSY1 CSPG4 CSPG5 CTSA DAG1 DCN DHDDS DOLK DPAGT1 DPM1 DPM2 DPM3 EXT1 EXT2 FMOD GALE GALK1 GALNT12 GALNT3 GALT GFPT1 GLB1 GNE GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HEXA HEXB HSPG2 KERA LARGE1 LFNG LUM MAN1B1 MGAT2 MOGS MPDU1 MPI MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NCAN NEU1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUS1 OGN OMD PAPSS2 PGM1 PMM2 POMGNT1 POMT1 POMT2 PRELP RFT1 SBSPON SDC1 SDC2 SDC3 SDC4 SEMA5A SEMA5B SLC26A2 SPON1 SPON2 SRD5A3 SSPOP ST3GAL3 THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B VCAN REACTOME_DISEASES_OF_HEMOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_HEMOSTASIS ADAMTS13 COL1A1 COL1A2 F10 F11 F12 F2 F8 F9 GGCX GP1BA GP1BB GP5 GP9 KLKB1 SERPING1 TPST1 TPST2 VWF REACTOME_DISEASES_OF_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_IMMUNE_SYSTEM BTK CD14 CD36 CHUK FGA FGB FGG HMGB1 IKBKB IKBKG IRAK4 LY96 MYD88 NFKB1 NFKB2 NFKBIA RELA S100A1 S100A8 S100A9 TICAM1 TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TRAF3 UNC93B1 REACTOME_DISEASES_OF_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_METABOLISM ABCA3 ABCD4 ACACA ACAN ACY1 ADA ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 AGRN AHCY ALDOB ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 AMN APRT ARSB B3GALT6 B3GAT3 B3GLCT B4GALT1 B4GALT7 B4GAT1 BCAN BGN BTD C1GALT1 C1GALT1C1 CBLIF CD320 CFP CHST14 CHST3 CHST6 CHSY1 CSF2RA CSF2RB CSPG4 CSPG5 CTSA CUBN CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1B1 CYP21A2 CYP24A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2R1 CYP2U1 CYP4F22 CYP7B1 DAG1 DCN DCXR DHDDS DOLK DPAGT1 DPM1 DPM2 DPM3 EPM2A EXT1 EXT2 FDX1 FDX2 FDXR FMO3 FMOD G6PC1 G6PC3 GAA GALE GALK1 GALNS GALNT12 GALNT3 GALT GBE1 GCLC GCLM GFPT1 GGT1 GLB1 GNE GNS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GSS GUSB GYG1 GYG2 GYS1 GYS2 HEXA HEXB HGSNAT HLCS HPRT1 HSPG2 HYAL1 IDH1 IDS IDUA KERA KHK LARGE1 LCT LFNG LMBRD1 LUM MAN1B1 MAOA MAT1A MC2R MCCC1 MCCC2 MGAT2 MMAA MMAB MMACHC MMADHC MMUT MOGS MPDU1 MPI MTR MTRR MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 NAGLU NCAN NEU1 NHLRC1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUS1 OGN OMD OPLAH PAH PAPSS2 PC PCCA PCCB PGM1 PMM2 PNP POMC POMGNT1 POMT1 POMT2 PPP1R3C PRELP RFT1 RPIA RPS27A SBSPON SDC1 SDC2 SDC3 SDC4 SEMA5A SEMA5B SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SGSH SI SLC26A2 SLC34A2 SLC35D1 SLC37A4 SPON1 SPON2 SRD5A3 SSPOP ST3GAL3 TALDO1 TBXAS1 TCN2 THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B TPMT UBA52 UBB UBC UGT1A1 UGT1A4 VCAN REACTOME_DISEASES_OF_MISMATCH_REPAIR_MMR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_MISMATCH_REPAIR_MMR MLH1 MSH2 MSH3 MSH6 PMS2 REACTOME_DISEASES_OF_MITOTIC_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_MITOTIC_CELL_CYCLE ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ATRX CCND1 CCND2 CCND3 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN1C DAXX E2F1 E2F2 E2F3 FZR1 RB1 SKP2 TFDP1 TFDP2 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_DISEASES_OF_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_PROGRAMMED_CELL_DEATH APP BCL2L11 C1QBP CAPN1 CAPN2 CAPNS1 CAPNS2 CASP8 CAST CDC25A CDC25B CDC25C CDK5 CDK5R1 CDKN2A DNMT1 DNMT3A DNMT3B EED EZH2 FADD FASLG FOXO3 GOLGA2 GSDME H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JUN LMNA LMNB1 MLKL POLA1 POLA2 PRDX1 PRDX2 PRIM1 PRIM2 RBBP4 RBBP7 RIPK1 RIPK3 SOD2 SUZ12 TP53 TRADD TRAF2 YWHAE REACTOME_DISEASES_OF_SIGNAL_TRANSDUCTION_BY_GROWTH_FACTOR_RECEPTORS_AND_SECOND_MESSENGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISEASES_OF_SIGNAL_TRANSDUCTION_BY_GROWTH_FACTOR_RECEPTORS_AND_SECOND_MESSENGERS ACTB ACTG1 ADAM10 ADAM17 AGGF1 AGK AGO1 AGO2 AGO3 AGO4 AGTRAP AKAP9 AKT1 AKT1S1 AKT2 AKT3 ALK AMER1 AP3B1 APBB1IP APC APH1A APH1B ARAF AREG ARRB1 ARRB2 ATG7 ATIC AXIN1 BAD BAG4 BCL11A BCL2A1 BCL2L1 BCL2L11 BCR BDNF BIN2 BIRC6 BRAF BRAP BTC CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CARS1 CASP9 CBL CCNB1 CCNC CD19 CD28 CD80 CD86 CDC37 CDK8 CDKN1A CDKN1B CEBPB CEP43 CHUK CLCN6 CLIP1 CLTC CNKSR1 CNKSR2 CNTRL CPSF6 CREB1 CREBBP CSK CSNK1A1 CTBP1 CTBP2 CTNNB1 CUL1 CUX1 DCTN1 DERL2 DHH DKK1 DKK2 DKK4 DLL1 DLL4 DNMT1 DUSP10 DUSP16 DUSP6 DUSP7 DUSP8 DUSP9 EEF1G EGF EGFR EIF2AK3 EML4 EP300 EPGN ERBB2 ERBB3 ERBB4 ERBIN EREG ERLEC1 ERLIN2 ESR1 ESR2 ESRP1 ETV6 FAM114A2 FAM131B FBXW7 FGA FGB FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR1OP2 FGFR2 FGFR3 FGFR4 FGG FIP1L1 FKBP1A FLT3 FLT3LG FN1 FOXM1 FOXO1 FOXO3 FOXO4 FOXO6 FRS2 FRS3 FXR1 FYN FZD4 FZD5 FZD6 FZD8 GAB1 GAB2 GCC2 GOLGA4 GOLGB1 GRB2 GSK3A GSK3B GTF2F1 GTF2F2 GZMB HBEGF HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL HGF HHAT HIP1 HRAS HSP90AA1 ICOS IHH IL10 IL10RA IL22 IQGAP1 IRF4 IRS1 IRS2 ITGA2B ITGB3 JAG1 JAG2 JAK2 JUN JUNB KANK1 KAT2A KAT2B KDM7A KDR KIAA1549 KIF5B KIT KITLG KL KLB KLC1 KRAS KREMEN1 KREMEN2 KSR1 KSR2 LCK LMNA LMO7 LRP5 LRP6 LRRFIP1 LYN MAML1 MAML2 MAML3 MAMLD1 MAP2K1 MAP2K2 MAP3K11 MAPK1 MAPK3 MAPK8 MAPK9 MAPKAP1 MARK3 MCL1 MDM2 MECP2 MET MIB1 MIB2 MIR21 MLST8 MOV10 MPRIP MRAS MSN MTOR MYC MYH9 MYO18A NCBP1 NCBP2 NCOR1 NCOR2 NCSTN NEURL1 NEURL1B NF1 NOTCH1 NOX4 NPM1 NR4A1 NRAS NRG1 NRG2 NRG3 NRG4 NTF3 NTF4 NTRK2 NTRK3 OS9 PAPSS1 PDGFA PDGFB PDGFRA PDGFRB PDPK1 PEBP1 PHB1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIM1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PORCN PPFIBP1 PPM1B PPP1CB PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRF1 PRKAR1A PRR5 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN11 PTPN12 PTPN6 QKI RAC1 RAC2 RAF1 RANBP2 RAP1A RAP1B RB1 RBPJ RBX1 RHOG RICTOR RNF213 RNF43 RPS27A RPS6 RPS6KB2 RRBP1 SEC31A SEL1L SEM1 SHC1 SHH SHOC2 SKP1 SMAD2 SMAD3 SMAD4 SND1 SNW1 SOS1 SPRED1 SPRED2 SPRED3 SPTBN1 SQSTM1 SRC STAT1 STAT3 STAT5A STAT5B STRN SYVN1 TBL1X TBL1XR1 TCF7L2 TENT4A TFG TGFA TGFB1 TGFBR1 TGFBR2 TLN1 TNKS TNKS2 TNRC6C TP53 TPM3 TPM4 TPR TRAK1 TRAT1 TRIM24 TRIP11 TSC2 TWIST1 TYK2 UBA52 UBB UBC VAV1 VCL VCP VWF WDCP WDR48 WNT3A YES1 YWHAB ZAP70 ZC3HAV1 ZC3HC1 ZFYVE9 ZMYM2 REACTOME_DISINHIBITION_OF_SNARE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISINHIBITION_OF_SNARE_FORMATION PRKCA PRKCB PRKCG STX4 STXBP3 REACTOME_DISORDERS_OF_TRANSMEMBRANE_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISORDERS_OF_TRANSMEMBRANE_TRANSPORTERS AAAS ABCA1 ABCA12 ABCA3 ABCB11 ABCB4 ABCB6 ABCC2 ABCC6 ABCC8 ABCC9 ABCD1 ABCD4 ABCG5 ABCG8 APOA1 AVP AVPR1A AVPR1B AVPR2 BSG CFTR CP DERL1 DERL2 DERL3 ERLEC1 ERLIN1 ERLIN2 GCK GCKR HEPH HK1 KCNJ11 LMBRD1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OS9 POM121 POM121C PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAE1 RANBP2 RHAG RNF185 RNF5 RPS27A SEC13 SEH1L SEL1L SEM1 SLC11A2 SLC12A1 SLC12A3 SLC12A6 SLC16A1 SLC17A5 SLC17A8 SLC1A1 SLC1A3 SLC20A2 SLC22A12 SLC22A18 SLC22A5 SLC24A1 SLC24A4 SLC24A5 SLC26A2 SLC26A3 SLC26A4 SLC27A4 SLC29A3 SLC2A1 SLC2A10 SLC2A2 SLC2A9 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35C1 SLC36A2 SLC39A4 SLC3A1 SLC3A2 SLC40A1 SLC4A1 SLC4A4 SLC5A1 SLC5A2 SLC5A5 SLC5A7 SLC6A14 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC7A7 SLC7A9 SLC9A6 SLC9A9 SLCO1B1 SLCO1B3 SLCO2A1 TPR UBA52 UBB UBC VCP REACTOME_DISPLACEMENT_OF_DNA_GLYCOSYLASE_BY_APEX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISPLACEMENT_OF_DNA_GLYCOSYLASE_BY_APEX1 APEX1 MBD4 MPG MUTYH NTHL1 OGG1 SMUG1 TDG UNG REACTOME_DISSOLUTION_OF_FIBRIN_CLOT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DISSOLUTION_OF_FIBRIN_CLOT ANXA2 HRG PLAT PLAU PLAUR PLG S100A10 SERPINB2 SERPINB6 SERPINB8 SERPINE1 SERPINE2 SERPINF2 REACTOME_DNA_DAMAGE_BYPASS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DAMAGE_BYPASS CUL4A CUL4B DDB1 DTL ISG15 MAD2L2 NPLOC4 PCLAF PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK RAD18 RBX1 RCHY1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SPRTN TRIM25 UBA52 UBA7 UBB UBC UBE2B UBE2L6 UFD1 USP1 USP10 USP43 VCP WDR48 REACTOME_DNA_DAMAGE_RECOGNITION_IN_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DAMAGE_RECOGNITION_IN_GG_NER ACTB ACTL6A ACTR5 ACTR8 CETN2 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 DDB2 GPS1 INO80 INO80B INO80C INO80D INO80E MCRS1 NFRKB PARP1 PARP2 RAD23A RAD23B RBX1 RPS27A RUVBL1 TFPT UBA52 UBB UBC XPC YY1 REACTOME_DNA_DAMAGE_REVERSAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DAMAGE_REVERSAL ALKBH2 ALKBH3 ALKBH5 ASCC1 ASCC2 ASCC3 FTO MGMT REACTOME_DNA_DAMAGE_TELOMERE_STRESS_INDUCED_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DAMAGE_TELOMERE_STRESS_INDUCED_SENESCENCE ACD ASF1A ATM CABIN1 CCNA1 CCNA2 CCNE1 CCNE2 CDK2 CDKN1A CDKN1B EP400 H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HIRA HMGA1 HMGA2 KAT5 LMNB1 MRE11 NBN POT1 RAD50 RB1 TERF1 TERF2 TERF2IP TINF2 TP53 UBN1 REACTOME_DNA_DOUBLE_STRAND_BREAK_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DOUBLE_STRAND_BREAK_REPAIR ABL1 ABRAXAS1 APBB1 ATM ATR ATRIP BABAM1 BABAM2 BAP1 BARD1 BAZ1B BLM BRCA1 BRCA2 BRCC3 BRIP1 CCNA1 CCNA2 CDK2 CHEK1 CHEK2 CLSPN DCLRE1C DNA2 EME1 EME2 ERCC1 ERCC4 EXO1 EYA1 EYA2 EYA3 EYA4 FEN1 FIGNL1 FIRRM GEN1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 KDM4A KDM4B KPNA2 LIG3 LIG4 MAPK8 MDC1 MRE11 MUS81 NBN NHEJ1 NSD2 PALB2 PARP1 PARP2 PAXIP1 PCNA PIAS4 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK POLL POLM POLQ PPP4C PPP4R2 PPP5C PRKDC RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD9A RAD9B RBBP8 RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RIF1 RMI1 RMI2 RNF168 RNF4 RNF8 RPA1 RPA2 RPA3 RPS27A RTEL1 SEM1 SIRT6 SLX1A SLX1B SLX4 SMARCA5 SPIDR SUMO1 SUMO2 TDP1 TDP2 TIMELESS TIPIN TOP3A TOPBP1 TP53 TP53BP1 UBA52 UBB UBC UBE2I UBE2N UBE2V2 UBXN1 UIMC1 WRN XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 REACTOME_DNA_DOUBLE_STRAND_BREAK_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_DOUBLE_STRAND_BREAK_RESPONSE ABL1 ABRAXAS1 APBB1 ATM BABAM1 BABAM2 BAP1 BARD1 BAZ1B BRCA1 BRCC3 CHEK2 EYA1 EYA2 EYA3 EYA4 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 KAT5 KDM4A KDM4B KPNA2 MAPK8 MDC1 MRE11 NBN NSD2 PIAS4 PPP5C RAD50 RNF168 RNF8 RPS27A SMARCA5 SUMO1 TP53 TP53BP1 UBA52 UBB UBC UBE2I UBE2N UBE2V2 UBXN1 UIMC1 REACTOME_DNA_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_METHYLATION DNMT1 DNMT3A DNMT3B DNMT3L H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 UHRF1 REACTOME_DNA_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_REPAIR ABL1 ABRAXAS1 ACD ACTB ACTL6A ACTR5 ACTR8 ADPRS ALKBH2 ALKBH3 ALKBH5 APBB1 APEX1 AQR ASCC1 ASCC2 ASCC3 ATM ATR ATRIP BABAM1 BABAM2 BAP1 BARD1 BAZ1B BLM BRCA1 BRCA2 BRCC3 BRIP1 CCNA1 CCNA2 CCNH CDK2 CDK7 CENPS CENPX CETN2 CHD1L CHEK1 CHEK2 CLSPN COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DCLRE1A DCLRE1B DCLRE1C DDB1 DDB2 DNA2 DTL ELL EME1 EME2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXO1 EYA1 EYA2 EYA3 EYA4 FAAP100 FAAP20 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FEN1 FIGNL1 FIRRM FTO GEN1 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 INO80 INO80B INO80C INO80D INO80E ISG15 ISY1 KAT5 KDM4A KDM4B KPNA2 LIG1 LIG3 LIG4 MAD2L2 MAPK8 MBD4 MCRS1 MDC1 MGMT MLH1 MNAT1 MPG MRE11 MSH2 MSH3 MSH6 MUS81 MUTYH NBN NEIL1 NEIL2 NEIL3 NFRKB NHEJ1 NPLOC4 NSD2 NTHL1 OGG1 PALB2 PARG PARP1 PARP2 PAXIP1 PCLAF PCNA PIAS1 PIAS3 PIAS4 PMS2 PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK POLL POLM POLN POLQ POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POT1 PPIE PPP4C PPP4R2 PPP5C PRKDC PRPF19 RAD1 RAD17 RAD18 RAD23A RAD23B RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD9A RAD9B RBBP8 RBX1 RCHY1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RIF1 RMI1 RMI2 RNF111 RNF168 RNF4 RNF8 RPA1 RPA2 RPA3 RPS27A RTEL1 RUVBL1 SEM1 SIRT6 SLX1A SLX1B SLX4 SMARCA5 SMUG1 SPIDR SPRTN SUMO1 SUMO2 SUMO3 TCEA1 TDG TDP1 TDP2 TERF1 TERF2 TERF2IP TFPT TIMELESS TINF2 TIPIN TOP3A TOPBP1 TP53 TP53BP1 TRIM25 UBA52 UBA7 UBB UBC UBE2B UBE2I UBE2L6 UBE2N UBE2T UBE2V2 UBXN1 UFD1 UIMC1 UNG USP1 USP10 USP43 USP45 USP7 UVSSA VCP WDR48 WRN XAB2 XPA XPC XRCC1 XRCC2 XRCC3 XRCC4 XRCC5 XRCC6 YY1 ZNF830 REACTOME_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_REPLICATION ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDC45 CDC6 CDC7 CDK2 CDT1 CUL1 DBF4 DNA2 FEN1 FZR1 GINS1 GINS2 GINS3 GINS4 GMNN H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KPNA1 KPNA6 KPNB1 LIG1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_DNA_REPLICATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_REPLICATION_INITIATION POLA1 POLA2 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 REACTOME_DNA_REPLICATION_PRE_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_REPLICATION_PRE_INITIATION ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CDC16 CDC23 CDC26 CDC27 CDC45 CDC6 CDC7 CDK2 CDT1 DBF4 FZR1 GMNN H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KPNA1 KPNA6 KPNB1 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLA1 POLA2 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RPA1 RPA2 RPA3 RPA4 RPS27A SEM1 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_DNA_STRAND_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DNA_STRAND_ELONGATION CDC45 DNA2 FEN1 GINS1 GINS2 GINS3 GINS4 LIG1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_DOPAMINE_CLEARANCE_FROM_THE_SYNAPTIC_CLEFT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOPAMINE_CLEARANCE_FROM_THE_SYNAPTIC_CLEFT COMT LRRC51 LRTOMT MAOA SLC6A3 REACTOME_DOPAMINE_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOPAMINE_NEUROTRANSMITTER_RELEASE_CYCLE APBA1 CASK CPLX1 LIN7A LIN7B LIN7C PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC18A2 SNAP25 STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_DOPAMINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOPAMINE_RECEPTORS DRD1 DRD2 DRD3 DRD4 DRD5 REACTOME_DOWNREGULATION_OF_ERBB2_ERBB3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_ERBB2_ERBB3_SIGNALING AKT1 AKT2 AKT3 ERBB2 ERBB3 NRG1 NRG2 RNF41 RPS27A UBA52 UBB UBC USP8 REACTOME_DOWNREGULATION_OF_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_ERBB2_SIGNALING AKT1 AKT2 AKT3 BTC CDC37 CUL5 EGF EGFR ERBB2 ERBB3 ERBB4 ERBIN EREG HBEGF HSP90AA1 MATK NRG1 NRG2 NRG3 NRG4 PTPN12 PTPN18 RNF41 RPS27A STUB1 UBA52 UBB UBC USP8 REACTOME_DOWNREGULATION_OF_ERBB4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_ERBB4_SIGNALING ERBB4 ITCH NEDD4 RPS27A SRC UBA52 UBB UBC WWP1 REACTOME_DOWNREGULATION_OF_SMAD2_3_SMAD4_TRANSCRIPTIONAL_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_SMAD2_3_SMAD4_TRANSCRIPTIONAL_ACTIVITY ATP1B4 HDAC1 MAPK1 MAPK3 NCOR1 NCOR2 NEDD4L PARP1 PPM1A RNF111 RPS27A SERPINE1 SKI SKIL SMAD2 SMAD3 SMAD4 SMAD7 SMURF2 SNW1 STAT1 TGIF1 TGIF2 TRIM33 UBA52 UBB UBC UBE2D1 UBE2D3 USP9X WWTR1 REACTOME_DOWNREGULATION_OF_TGF_BETA_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNREGULATION_OF_TGF_BETA_RECEPTOR_SIGNALING BAMBI MTMR4 NEDD4L PMEPA1 PPP1CA PPP1CB PPP1CC PPP1R15A RPS27A SMAD2 SMAD3 SMAD7 SMURF1 SMURF2 STRAP STUB1 TGFB1 TGFBR1 TGFBR2 UBA52 UBB UBC UCHL5 USP15 XPO1 ZFYVE9 REACTOME_DOWNSTREAM_SIGNALING_EVENTS_OF_B_CELL_RECEPTOR_BCR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_EVENTS_OF_B_CELL_RECEPTOR_BCR BCL10 BTRC CALM1 CARD11 CHUK CUL1 FBXW11 FKBP1A HRAS IKBKB IKBKG KRAS MALT1 MAP3K7 NFATC1 NFATC2 NFATC3 NFKB1 NFKBIA NFKBIB NFKBIE NRAS PPIA PPP3CA PPP3CB PPP3R1 PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RASGRP1 RASGRP3 REL RELA RPS27A SEM1 SKP1 UBA52 UBB UBC REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FLRT1 FLRT2 FLRT3 FRS2 FRS3 GAB1 GRB2 HRAS KL KRAS NRAS PIK3CA PIK3R1 PLCG1 PTPN11 SHC1 SOS1 REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 FRS3 GAB1 GRB2 HRAS KRAS NRAS PIK3CA PIK3R1 PLCG1 PTPN11 SHC1 SOS1 REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR3 FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 FRS3 GAB1 GRB2 HRAS KRAS NRAS PIK3CA PIK3R1 PLCG1 PTPN11 SHC1 SOS1 REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNALING_OF_ACTIVATED_FGFR4 FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 FRS3 GAB1 GRB2 HRAS KLB KRAS NRAS PIK3CA PIK3R1 PLCG1 PTPN11 SHC1 SOS1 REACTOME_DOWNSTREAM_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DOWNSTREAM_SIGNAL_TRANSDUCTION BCAR1 CRK CRKL GRB2 GRB7 HRAS KRAS NCK1 NCK2 NRAS PDGFA PDGFB PDGFRA PDGFRB PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PTPN11 RAPGEF1 RASA1 SOS1 SRC STAT1 STAT3 STAT5A STAT5B STAT6 REACTOME_DRUG_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DRUG_ADME ABCB1 ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ABCG2 ACSM2A ACSM2B ACSM4 ACSM5 ACY1 ADA ADAL ADH1A ADK AKR1C1 ALB BCHE BSG CES1 CES2 CNDP2 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 GGT1 GGT5 GGT6 GGT7 GLYAT GLYATL1 GLYATL2 GLYATL3 GMPS GSTA1 GSTA2 GSTM1 GSTP1 GSTT1 GUK1 HPRT1 HSD11B1 HSD11B2 IMPDH1 IMPDH2 ITPA NAT1 NAT2 NME1 NME2 NT5C2 NUDT15 PCK1 PNP PON1 PON3 RAC1 SERPINA6 SLC16A1 SLC22A1 SLC22A2 SLC22A3 SLC22A7 SLC22A8 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLCO1A2 SLCO1B1 SLCO1B3 SLCO2B1 SULT1A1 SULT1A3 SULT1A4 SULT1C4 SULT1E1 SULT2A1 TPMT UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 VAV1 VAV2 VAV3 XDH REACTOME_DRUG_MEDIATED_INHIBITION_OF_CDK4_CDK6_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DRUG_MEDIATED_INHIBITION_OF_CDK4_CDK6_ACTIVITY CCND1 CCND2 CCND3 CDK4 CDK6 REACTOME_DUAL_INCISION_IN_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DUAL_INCISION_IN_GG_NER CHD1L CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 PARP1 PARP2 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A UBA52 UBB UBC XPA REACTOME_DUAL_INCISION_IN_TC_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_DUAL_INCISION_IN_TC_NER AQR CCNH CDK7 CUL4A CUL4B DDB1 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 ISY1 MNAT1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PRPF19 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A TCEA1 UBA52 UBB UBC USP7 UVSSA XAB2 XPA ZNF830 REACTOME_E2F_ENABLED_INHIBITION_OF_PRE_REPLICATION_COMPLEX_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_E2F_ENABLED_INHIBITION_OF_PRE_REPLICATION_COMPLEX_FORMATION CCNB1 CDK1 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 REACTOME_E2F_MEDIATED_REGULATION_OF_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_E2F_MEDIATED_REGULATION_OF_DNA_REPLICATION CCNB1 CDK1 E2F1 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 POLA1 POLA2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R3B PRIM1 PRIM2 RB1 TFDP1 TFDP2 REACTOME_E3_UBIQUITIN_LIGASES_UBIQUITINATE_TARGET_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_E3_UBIQUITIN_LIGASES_UBIQUITINATE_TARGET_PROTEINS BCL10 CDC73 CTR9 DERL1 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 HLA-A HLTF LEO1 PAF1 PCNA PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PRKDC RAD18 RNF144A RNF152 RNF181 RNF20 RNF40 RPS27A RRAGA RTF1 SELENOS SHPRH SKIC8 TMEM129 UBA52 UBB UBC UBE2A UBE2B UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2J2 UBE2L3 UBE2N UBE2V2 VCP WAC REACTOME_EARLY_PHASE_OF_HIV_LIFE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EARLY_PHASE_OF_HIV_LIFE_CYCLE BANF1 CCR5 CD4 CXCR4 FEN1 HMGA1 KPNA1 LIG1 LIG4 PPIA PSIP1 XRCC4 XRCC5 XRCC6 REACTOME_EARLY_SARS_COV_2_INFECTION_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EARLY_SARS_COV_2_INFECTION_EVENTS ACE2 AGRN BECN1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CTSL DDX5 FURIN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HAVCR1 HSPG2 ISCU MAP1LC3B NRP1 PIK3C3 PIK3R4 RB1 SDC1 SDC2 SDC3 SDC4 TMPRSS2 UVRAG VCP VHL ZCRB1 REACTOME_ECM_PROTEOGLYCANS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ECM_PROTEOGLYCANS ACAN AGRN APP ASPN BCAN BGN COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 COMP DAG1 DCN DMP1 DSPP FMOD FN1 HAPLN1 HSPG2 IBSP ITGA2 ITGA2B ITGA7 ITGA8 ITGA9 ITGAV ITGAX ITGB1 ITGB3 ITGB5 ITGB6 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMC1 LRP4 LUM MATN1 MATN3 MATN4 MUSK NCAM1 NCAN PTPRS SERPINE1 SPARC TGFB1 TGFB2 TGFB3 TNC TNN TNR TNXB VCAN VTN REACTOME_EFFECTS_OF_PIP2_HYDROLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EFFECTS_OF_PIP2_HYDROLYSIS ABHD12 ABHD6 DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ ITPR1 ITPR2 ITPR3 MGLL PRKCD PRKCE PRKCH PRKCQ RASGRP1 RASGRP2 TRPC3 TRPC6 TRPC7 REACTOME_EGFR_DOWNREGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EGFR_DOWNREGULATION AREG ARHGEF7 BTC CBL CDC42 EGF EGFR EPGN EPN1 EPS15 EPS15L1 EREG GRB2 HBEGF HGS PTPN12 PTPN3 PTPRK RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SPRY1 SPRY2 STAM STAM2 TGFA UBA52 UBB UBC REACTOME_EGFR_INTERACTS_WITH_PHOSPHOLIPASE_C_GAMMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EGFR_INTERACTS_WITH_PHOSPHOLIPASE_C_GAMMA AREG BTC EGF EGFR EPGN EREG HBEGF PLCG1 TGFA REACTOME_EGFR_TRANSACTIVATION_BY_GASTRIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EGFR_TRANSACTIVATION_BY_GASTRIN EGFR GRB2 HBEGF HRAS KRAS MMP3 NRAS PRKCA SOS1 REACTOME_EGR2_AND_SOX10_MEDIATED_INITIATION_OF_SCHWANN_CELL_MYELINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EGR2_AND_SOX10_MEDIATED_INITIATION_OF_SCHWANN_CELL_MYELINATION ADGRG6 ADGRV1 CYP51A1 DAG1 DRP2 EGR2 GJB1 HDAC2 HMGCR LAMA2 LAMB1 LAMC1 MAG MBP MPZ NAB1 NAB2 PMP22 POU3F1 POU3F2 PRX SCD5 SMARCA4 SOX10 SREBF2 TEAD1 UTRN WWTR1 YAP1 REACTOME_EICOSANOIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EICOSANOIDS CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP8B1 PTGIS TBXAS1 REACTOME_EICOSANOID_LIGAND_BINDING_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EICOSANOID_LIGAND_BINDING_RECEPTORS CYSLTR1 CYSLTR2 GPR17 LTB4R LTB4R2 OXER1 PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR TBXA2R REACTOME_ELASTIC_FIBRE_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ELASTIC_FIBRE_FORMATION BMP10 BMP2 BMP4 BMP7 EFEMP1 EFEMP2 ELN EMILIN1 EMILIN2 EMILIN3 FBLN1 FBLN2 FBLN5 FBN1 FBN2 FBN3 FN1 FURIN GDF5 ITGA5 ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 LOX LOXL1 LOXL2 LOXL3 LOXL4 LTBP1 LTBP2 LTBP3 LTBP4 MFAP2 MFAP3 MFAP4 MFAP5 TGFB1 TGFB2 TGFB3 VTN REACTOME_ELECTRIC_TRANSMISSION_ACROSS_GAP_JUNCTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ELECTRIC_TRANSMISSION_ACROSS_GAP_JUNCTIONS GJA10 GJC1 GJD2 PANX1 PANX2 REACTOME_ELEVATION_OF_CYTOSOLIC_CA2_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ELEVATION_OF_CYTOSOLIC_CA2_LEVELS ITPR1 ITPR2 ITPR3 ORAI1 ORAI2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 STIM1 TRPC3 TRPC6 TRPC7 REACTOME_ENDOGENOUS_STEROLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENDOGENOUS_STEROLS AHR ARNT ARNT2 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1B1 CYP21A2 CYP27A1 CYP39A1 CYP46A1 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 FDX1 FDX2 FDXR NCOA1 NCOA2 NR1H4 POMC RXRA REACTOME_ENDOSOMAL_SORTING_COMPLEX_REQUIRED_FOR_TRANSPORT_ESCRT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENDOSOMAL_SORTING_COMPLEX_REQUIRED_FOR_TRANSPORT_ESCRT CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 HGS MVB12A MVB12B RPS27A SNF8 STAM STAM2 TSG101 UBA52 UBAP1 UBB UBC VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 REACTOME_ENDOSOMAL_VACUOLAR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENDOSOMAL_VACUOLAR_PATHWAY B2M CTSL CTSS CTSV HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G LNPEP REACTOME_ENERGY_DEPENDENT_REGULATION_OF_MTOR_BY_LKB1_AMPK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENERGY_DEPENDENT_REGULATION_OF_MTOR_BY_LKB1_AMPK CAB39 CAB39L LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MLST8 MTOR PPM1A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RHEB RPTOR RRAGA RRAGB RRAGC RRAGD SLC38A9 STK11 STRADA STRADB TSC1 TSC2 REACTOME_ENHANCED_BINDING_OF_GP1BA_VARIANT_TO_VWF_MULTIMER_COLLAGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENHANCED_BINDING_OF_GP1BA_VARIANT_TO_VWF_MULTIMER_COLLAGEN COL1A1 COL1A2 GP1BA GP1BB GP5 GP9 VWF REACTOME_ENOS_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ENOS_ACTIVATION AKT1 CALM1 CAV1 CYGB DDAH1 HSP90AA1 LYPLA1 NOS3 SPR ZDHHC21 REACTOME_EPHA_MEDIATED_GROWTH_CONE_COLLAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPHA_MEDIATED_GROWTH_CONE_COLLAPSE EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 FYN LYN MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 NGEF RHOA ROCK1 ROCK2 SRC YES1 REACTOME_EPHB_MEDIATED_FORWARD_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPHB_MEDIATED_FORWARD_SIGNALING ACTB ACTG1 ACTR2 ACTR3 ARHGEF28 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 CDC42 CFL1 EFNB1 EFNB2 EFNB3 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN GRIN1 GRIN2B HRAS ITSN1 KALRN LIMK1 LIMK2 LYN PAK1 PTK2 RAC1 RASA1 RHOA ROCK1 ROCK2 SDC2 SRC TIAM1 WASL YES1 REACTOME_EPHRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPHRIN_SIGNALING ARHGEF7 EFNB1 EFNB2 EFNB3 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN GIT1 MYL12A NCK2 PAK1 PAK2 PAK3 RAC1 SDCBP SRC REACTOME_EPH_EPHRIN_MEDIATED_REPULSION_OF_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPH_EPHRIN_MEDIATED_REPULSION_OF_CELLS ACTB ACTG1 ADAM10 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B CLTA CLTB CLTC CLTCL1 DNM1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN LYN MMP2 MMP9 NCSTN PSEN1 PSEN2 PSENEN RAC1 SRC TIAM1 VAV2 VAV3 YES1 REACTOME_EPH_EPHRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPH_EPHRIN_SIGNALING ACTB ACTG1 ACTR2 ACTR3 ADAM10 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B ARHGEF28 ARHGEF7 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 CDC42 CFL1 CLTA CLTB CLTC CLTCL1 DNM1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 FYN GIT1 GRIN1 GRIN2B HRAS ITSN1 KALRN LIMK1 LIMK2 LYN MMP2 MMP9 MYH10 MYH11 MYH14 MYH9 MYL12A MYL12B MYL6 MYL9 NCK2 NCSTN NGEF PAK1 PAK2 PAK3 PSEN1 PSEN2 PSENEN PTK2 RAC1 RASA1 RHOA ROCK1 ROCK2 SDC2 SDCBP SRC TIAM1 VAV2 VAV3 WASL YES1 REACTOME_EPIGENETIC_REGULATION_OF_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPIGENETIC_REGULATION_OF_GENE_EXPRESSION ACTB ACTL6A AEBP2 AKAP8L ARID1A ARID1B ARID4B ASH2L ATF7IP BAZ1B BAZ2A BCL7A BCL7B BCL7C BOD1 BOD1L1 C19orf84 CBX3 CBX5 CCNH CDK7 CHD3 CHD4 CXXC1 DDX21 DEK DNMT1 DNMT3A DNMT3B DNMT3L DPF1 DPF2 DPF3 DPY30 DR1 EED EHMT1 EHMT2 EP300 ERCC2 ERCC3 ERCC6 EZH2 GATAD2A GATAD2B GSK3B GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HCFC1 HCFC2 HDAC1 HDAC2 JARID2 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT8 KDM6A KMT2A KMT2B KMT2C KMT2D MBD2 MBD3 MBIP MCRS1 MEN1 MNAT1 MORC2 MPHOSPH8 MTA1 MTA2 MTA3 MTF2 MTREX MYBBP1A MYO1C NCOA6 OGT PAGR1 PAXIP1 PHF1 PHF19 PHF20 PHF20L1 PIWIL4 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L PPHLN1 PSIP1 RBBP4 RBBP5 RBBP7 RBM7 RRP8 SAP130 SAP18 SAP30 SAP30BP SAP30L SETD1A SETD1B SETDB1 SF3B1 SGF29 SIN3A SIN3B SIRT1 SMARCA2 SMARCA4 SMARCA5 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SPOCD1 SS18 SS18L1 SUDS3 SUMO2 SUV39H1 SUZ12 TADA2A TADA3 TAF1A TAF1B TAF1C TAF1D TASOR TASP1 TBP TDG TET1 TET2 TET3 TRIM28 TTF1 UBE2I UBTF UHRF1 WDR5 WDR82 YEATS2 ZCCHC8 ZNF136 ZNF141 ZNF224 ZNF257 ZNF264 ZNF273 ZNF28 ZNF30 ZNF317 ZNF320 ZNF324 ZNF331 ZNF33A ZNF354A ZNF382 ZNF418 ZNF425 ZNF454 ZNF519 ZNF534 ZNF547 ZNF610 ZNF649 ZNF669 ZNF680 ZNF708 ZNF765 ZNF778 ZNF816 ZNF93 ZZZ3 REACTOME_EPITHELIAL_MESENCHYMAL_TRANSITION_EMT_DURING_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EPITHELIAL_MESENCHYMAL_TRANSITION_EMT_DURING_GASTRULATION CDH1 CLDN7 EOMES FGFR1 OCLN SNAI1 TBXT REACTOME_ERBB2_ACTIVATES_PTK6_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERBB2_ACTIVATES_PTK6_SIGNALING BTC EGF EGFR ERBB2 ERBB3 ERBB4 EREG HBEGF NRG1 NRG2 NRG3 NRG4 PTK6 REACTOME_ERBB2_REGULATES_CELL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERBB2_REGULATES_CELL_MOTILITY BTC DIAPH1 EGF EGFR ERBB2 ERBB3 ERBB4 EREG HBEGF MEMO1 NRG1 NRG2 NRG3 NRG4 RHOA REACTOME_ERCC6_CSB_AND_EHMT2_G9A_POSITIVELY_REGULATE_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERCC6_CSB_AND_EHMT2_G9A_POSITIVELY_REGULATE_RRNA_EXPRESSION CBX3 CHD3 CHD4 EHMT2 ERCC6 GATAD2A GATAD2B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 MBD3 MTA1 MTA2 MTA3 RBBP4 RBBP7 TTF1 REACTOME_ERKS_ARE_INACTIVATED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERKS_ARE_INACTIVATED DUSP3 DUSP4 DUSP6 DUSP7 MAPK1 MAPK3 MAPK7 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D VRK3 REACTOME_ERK_MAPK_TARGETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERK_MAPK_TARGETS DUSP3 DUSP4 DUSP6 DUSP7 ELK1 MAPK1 MAPK11 MAPK14 MAPK3 MAPK7 MEF2A MEF2C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 VRK3 REACTOME_ERYTHROCYTES_TAKE_UP_CARBON_DIOXIDE_AND_RELEASE_OXYGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROCYTES_TAKE_UP_CARBON_DIOXIDE_AND_RELEASE_OXYGEN AQP1 CA1 CA2 CA4 CYB5R1 CYB5R2 CYB5R4 CYB5RL HBA1 HBA2 HBB RHAG SLC4A1 REACTOME_ERYTHROCYTES_TAKE_UP_OXYGEN_AND_RELEASE_CARBON_DIOXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROCYTES_TAKE_UP_OXYGEN_AND_RELEASE_CARBON_DIOXIDE AQP1 CA1 CA2 CA4 HBA1 HBA2 HBB RHAG SLC4A1 REACTOME_ERYTHROPOIETIN_ACTIVATES_PHOSPHOINOSITIDE_3_KINASE_PI3K https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROPOIETIN_ACTIVATES_PHOSPHOINOSITIDE_3_KINASE_PI3K EPO EPOR GAB1 IRS2 JAK2 LYN PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R5 REACTOME_ERYTHROPOIETIN_ACTIVATES_PHOSPHOLIPASE_C_GAMMA_PLCG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROPOIETIN_ACTIVATES_PHOSPHOLIPASE_C_GAMMA_PLCG EPO EPOR IRS2 JAK2 LYN PLCG1 PLCG2 REACTOME_ERYTHROPOIETIN_ACTIVATES_RAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROPOIETIN_ACTIVATES_RAS CRKL EPO EPOR GRB2 HRAS IRS2 JAK2 KRAS LYN NRAS RAPGEF1 SHC1 SOS1 VAV1 REACTOME_ERYTHROPOIETIN_ACTIVATES_STAT5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ERYTHROPOIETIN_ACTIVATES_STAT5 EPO EPOR IRS2 JAK2 LYN STAT5A STAT5B REACTOME_ER_QUALITY_CONTROL_COMPARTMENT_ERQC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ER_QUALITY_CONTROL_COMPARTMENT_ERQC AMFR DERL2 EDEM1 EDEM2 EDEM3 MAN1B1 MARCHF6 OS9 RNF103 RNF139 RNF185 RNF5 RPS27A SEL1L SYVN1 TRIM13 UBA52 UBB UBC UGGT1 UGGT2 REACTOME_ER_TO_GOLGI_ANTEROGRADE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ER_TO_GOLGI_ANTEROGRADE_TRANSPORT ACTR10 ACTR1A ANK1 ANK2 ANK3 ANKRD28 ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 BET1 BET1L CAPZA1 CAPZA2 CAPZA3 CAPZB CD55 CD59 CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CSNK1D CTSC CTSZ DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 F5 F8 FOLR1 GBF1 GOLGA2 GOLGB1 GORASP1 GOSR1 GOSR2 GRIA1 INS KDELR1 KDELR2 KDELR3 LMAN1 LMAN1L LMAN2 LMAN2L MCFD2 MIA2 MIA3 NAPA NAPB NAPG NSF PPP6C PPP6R1 PPP6R3 PREB RAB1A RAB1B SAR1B SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SERPINA1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 STX17 STX5 TBC1D20 TFG TGFA TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USO1 YKT6 REACTOME_ESR_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESR_MEDIATED_SIGNALING AGO1 AGO2 AGO3 AGO4 AKT1 AKT2 AKT3 AREG ATF2 AXIN1 BCL2 BTC CALM1 CARM1 CAV1 CAV2 CBFB CCND1 CCNT1 CDK9 CDKN1B CHD1 CITED1 CREB1 CREBBP CTSD CXCL12 CXXC5 DDX5 EBAG9 EGF EGFR ELK1 EP300 EPGN ERBB4 EREG ESR1 ESR2 FKBP4 FKBP5 FOS FOSB FOXA1 FOXO3 GATA3 GNAI1 GNAI2 GNAI3 GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPAM GREB1 GTF2A1 GTF2A2 GTF2F1 GTF2F2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HBEGF HDAC1 HRAS HSP90AA1 HSP90AB1 HSPB1 IGF1R JUN JUND KANK1 KAT2B KAT5 KCTD6 KDM1A KDM4B KPNA2 KRAS MAPK1 MAPK3 MED1 MMP2 MMP3 MMP7 MMP9 MOV10 MYB MYC NCOA1 NCOA2 NCOA3 NOS3 NR5A2 NRAS NRIP1 PDPK1 PGR PIK3CA PIK3R1 PIK3R2 PIK3R3 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU2F1 PPID PPP5C PRKCZ PRMT1 PTGES3 PTK2 RAD21 RUNX1 S1PR3 SHC1 SMC1A SMC3 SP1 SPHK1 SRC SRF STAG1 STAG2 STRN TBP TFF1 TFF3 TGFA TLE3 TNRC6A TNRC6B TNRC6C UHMK1 USF1 USF2 XPO1 YY1 ZDHHC21 ZDHHC7 ZNF217 REACTOME_ESTABLISHMENT_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTABLISHMENT_OF_SISTER_CHROMATID_COHESION CDCA5 ESCO1 ESCO2 PDS5A PDS5B RAD21 SMC1A SMC3 STAG1 STAG2 WAPL REACTOME_ESTROGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTROGEN_BIOSYNTHESIS AKR1B15 CYP19A1 HSD17B1 HSD17B11 HSD17B14 HSD17B2 REACTOME_ESTROGEN_DEPENDENT_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTROGEN_DEPENDENT_GENE_EXPRESSION AGO1 AGO2 AGO3 AGO4 ATF2 AXIN1 BCL2 CARM1 CBFB CCND1 CCNT1 CDK9 CHD1 CITED1 CREBBP CTSD CXCL12 CXXC5 DDX5 EBAG9 EP300 ERBB4 ESR1 FKBP4 FOS FOSB FOXA1 GATA3 GPAM GREB1 GTF2A1 GTF2A2 GTF2F1 GTF2F2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HSP90AA1 HSP90AB1 JUN JUND KANK1 KAT2B KAT5 KCTD6 KDM1A KDM4B KPNA2 MED1 MOV10 MYB MYC NCOA1 NCOA2 NCOA3 NR5A2 NRIP1 PGR POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU2F1 PRMT1 PTGES3 RAD21 RUNX1 SMC1A SMC3 SP1 STAG1 STAG2 TBP TFF1 TFF3 TGFA TLE3 TNRC6A TNRC6B TNRC6C USF1 USF2 YY1 ZNF217 REACTOME_ESTROGEN_DEPENDENT_NUCLEAR_EVENTS_DOWNSTREAM_OF_ESR_MEMBRANE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTROGEN_DEPENDENT_NUCLEAR_EVENTS_DOWNSTREAM_OF_ESR_MEMBRANE_SIGNALING AKT1 AKT2 AKT3 AREG BCL2 BTC CCND1 CDKN1B CREB1 EGF EGFR ELK1 EPGN EREG FOS FOXO3 HBEGF MAPK1 MAPK3 PTK2 SRF TGFA UHMK1 XPO1 REACTOME_ESTROGEN_STIMULATED_SIGNALING_THROUGH_PRKCZ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ESTROGEN_STIMULATED_SIGNALING_THROUGH_PRKCZ HRAS KRAS MAPK1 NRAS PDPK1 PRKCZ REACTOME_ETHANOL_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ETHANOL_OXIDATION ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 ALDH1A1 ALDH1B1 ALDH2 REACTOME_EUKARYOTIC_TRANSLATION_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EUKARYOTIC_TRANSLATION_ELONGATION EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 FAU RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA UBA52 REACTOME_EUKARYOTIC_TRANSLATION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EUKARYOTIC_TRANSLATION_INITIATION EIF1AX EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4H EIF5 EIF5B FAU PABPC1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA UBA52 REACTOME_EVASION_BY_RSV_OF_HOST_INTERFERON_RESPONSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EVASION_BY_RSV_OF_HOST_INTERFERON_RESPONSES CREBBP CUL5 EIF2AK2 ELOB ELOC EP300 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IRF3 JAK1 MAVS RBX1 RIGI RPS27A STAT2 TRIM25 TYK2 UBA52 UBB UBC REACTOME_EXPORT_OF_VIRAL_RIBONUCLEOPROTEINS_FROM_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXPORT_OF_VIRAL_RIBONUCLEOPROTEINS_FROM_NUCLEUS AAAS HSPA1A NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RAN RANBP2 SEC13 SEH1L TPR XPO1 REACTOME_EXTENSION_OF_TELOMERES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXTENSION_OF_TELOMERES ACD ANKRD28 BLM CCNA1 CCNA2 CDK2 CHTF18 CHTF8 CTC1 DKC1 DNA2 DSCC1 FEN1 GAR1 LIG1 NHP2 NOP10 PCNA PIF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POT1 PPP6C PPP6R3 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RTEL1 RUVBL1 RUVBL2 SHQ1 STN1 TEN1 TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 WRN REACTOME_EXTRACELLULAR_MATRIX_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXTRACELLULAR_MATRIX_ORGANIZATION A2M ACAN ACTN1 ADAM10 ADAM12 ADAM15 ADAM17 ADAM19 ADAM8 ADAM9 ADAMTS1 ADAMTS14 ADAMTS16 ADAMTS18 ADAMTS2 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS8 ADAMTS9 AGRN APP ASPN BCAN BGN BMP1 BMP10 BMP2 BMP4 BMP7 BSG CAPN1 CAPN10 CAPN11 CAPN12 CAPN13 CAPN14 CAPN15 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN8 CAPN9 CAPNS1 CAPNS2 CASK CASP3 CAST CD151 CD44 CD47 CDH1 CEACAM1 CEACAM6 CEACAM8 CMA1 COL10A1 COL11A1 COL11A2 COL12A1 COL13A1 COL14A1 COL15A1 COL16A1 COL17A1 COL18A1 COL19A1 COL1A1 COL1A2 COL20A1 COL21A1 COL22A1 COL23A1 COL24A1 COL25A1 COL26A1 COL27A1 COL28A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COLGALT1 COLGALT2 COMP CRTAP CTRB1 CTRB2 CTSB CTSD CTSG CTSK CTSL CTSS CTSV DAG1 DCN DDR1 DDR2 DMD DMP1 DSPP DST EFEMP1 EFEMP2 ELANE ELN EMILIN1 EMILIN2 EMILIN3 F11R FBLN1 FBLN2 FBLN5 FBN1 FBN2 FBN3 FGA FGB FGF2 FGG FMOD FN1 FURIN GDF5 HAPLN1 HSPG2 HTRA1 IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JAM2 JAM3 KDR KLK2 KLK7 KLKB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LOX LOXL1 LOXL2 LOXL3 LOXL4 LRP4 LTBP1 LTBP2 LTBP3 LTBP4 LUM MADCAM1 MATN1 MATN3 MATN4 MFAP2 MFAP3 MFAP4 MFAP5 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP24 MMP25 MMP3 MMP7 MMP8 MMP9 MUSK NCAM1 NCAN NCSTN NID1 NID2 NRXN1 NTN4 OPTC P3H1 P3H2 P3H3 P4HA1 P4HA2 P4HA3 P4HB PCOLCE PCOLCE2 PDGFA PDGFB PECAM1 PHYKPL PLEC PLG PLOD1 PLOD2 PLOD3 PPIB PRKCA PRSS1 PRSS2 PSEN1 PTPRS PXDN SCUBE1 SCUBE3 SDC1 SDC2 SDC3 SDC4 SERPINE1 SERPINH1 SH3PXD2A SPARC SPOCK3 SPP1 TGFB1 TGFB2 TGFB3 THBS1 TIMP1 TIMP2 TLL1 TLL2 TMPRSS6 TNC TNN TNR TNXB TPSAB1 TRAPPC4 TTR VCAM1 VCAN VTN VWF REACTOME_EXTRA_NUCLEAR_ESTROGEN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXTRA_NUCLEAR_ESTROGEN_SIGNALING AKT1 AKT2 AKT3 AREG BCL2 BTC CALM1 CAV1 CAV2 CCND1 CDKN1B CREB1 EGF EGFR ELK1 EPGN EREG ESR1 ESR2 FOS FOXO3 GNAI1 GNAI2 GNAI3 GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HBEGF HRAS HSP90AA1 HSPB1 IGF1R KRAS MAPK1 MAPK3 MMP2 MMP3 MMP7 MMP9 NOS3 NRAS PDPK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PRKCZ PRMT1 PTK2 S1PR3 SHC1 SPHK1 SRC SRF STRN TGFA UHMK1 XPO1 ZDHHC21 ZDHHC7 REACTOME_EXTRINSIC_PATHWAY_OF_FIBRIN_CLOT_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_EXTRINSIC_PATHWAY_OF_FIBRIN_CLOT_FORMATION F10 F3 F7 F9 TFPI REACTOME_FACTORS_INVOLVED_IN_MEGAKARYOCYTE_DEVELOPMENT_AND_PLATELET_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FACTORS_INVOLVED_IN_MEGAKARYOCYTE_DEVELOPMENT_AND_PLATELET_PRODUCTION ABL1 ACTB AK3 AKAP1 AKAP10 CABLES1 CABLES2 CAPZA1 CAPZA2 CAPZB CARMIL1 CBX5 CDC42 CDK2 CDK5 CENPE DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 EHD1 EHD2 EHD3 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HBB HBD HBE1 HBG1 HBG2 HDAC1 HDAC2 HMG20B IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IRF1 IRF2 ITPK1 JAK2 JMJD1C KDM1A KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 MAFF MAFG MAFK MFN1 MFN2 MICAL1 MYB NFE2 PHF21A PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAB5A RAC1 RACGAP1 RAD51B RAD51C RBSN RCOR1 SH2B1 SH2B2 SH2B3 SIN3A TP53 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VPS45 WEE1 ZFPM1 ZFPM2 REACTOME_FANCONI_ANEMIA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FANCONI_ANEMIA_PATHWAY ATR ATRIP CENPS CENPX DCLRE1A DCLRE1B EME1 EME2 ERCC1 ERCC4 FAAP100 FAAP20 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM MUS81 POLN RPA1 RPA2 RPA3 RPS27A SLX1A SLX1B SLX4 UBA52 UBB UBC UBE2T USP1 WDR48 REACTOME_FASL_CD95L_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FASL_CD95L_SIGNALING CASP10 CASP8 FADD FAS FASLG REACTOME_FASTK_FAMILY_PROTEINS_REGULATE_PROCESSING_AND_STABILITY_OF_MITOCHONDRIAL_RNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FASTK_FAMILY_PROTEINS_REGULATE_PROCESSING_AND_STABILITY_OF_MITOCHONDRIAL_RNAS FASTK FASTKD2 FASTKD5 MT-RNR1 MT-RNR2 TBRG4 REACTOME_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FATTY_ACIDS CYP2A13 CYP2A7 CYP2B6 CYP2D6 CYP2F1 CYP2J2 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 REACTOME_FATTY_ACIDS_BOUND_TO_GPR40_FFAR1_REGULATE_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FATTY_ACIDS_BOUND_TO_GPR40_FFAR1_REGULATE_INSULIN_SECRETION FFAR1 GNA11 GNA14 GNA15 GNAQ PLCB1 PLCB2 PLCB3 REACTOME_FATTY_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FATTY_ACID_METABOLISM ABCC1 ABCD1 ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACBD4 ACBD5 ACBD6 ACBD7 ACLY ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX1 ACOX2 ACOX3 ACOXL ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM3 ACSM6 AKR1C3 ALDH3A2 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 AMACR AWAT1 CBR1 CBR4 CPT1A CPT1B CPT2 CRAT CROT CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2J2 CYP2U1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP8B1 DBI DECR1 DECR2 DPEP1 DPEP2 DPEP3 ECHS1 ECI1 ECI2 EHHADH ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 EPHX2 FAAH FAAH2 FADS1 FADS2 FASN GGT1 GGT5 GPX1 GPX2 GPX4 HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAO2 HPGD HPGDS HSD17B12 HSD17B3 HSD17B4 HSD17B8 HTD2 LTA4H LTC4S MAPKAPK2 MCAT MCEE MECR MID1IP1 MLYCD MMAA MMUT MORC2 NDUFAB1 NUDT19 NUDT7 OLAH PCCA PCCB PCTP PECR PHYH PLA2G4A PON1 PON2 PON3 PPARD PPT1 PPT2 PRKAA2 PRKAB2 PRKAG2 PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGS1 PTGS2 RXRA SCD SCD5 SCP2 SLC22A5 SLC25A17 SLC25A20 SLC27A2 SLC27A3 TBXAS1 TECR TECRL THEM4 THEM5 THRSP REACTOME_FATTY_ACYL_COA_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FATTY_ACYL_COA_BIOSYNTHESIS ACACA ACLY ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 CBR4 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 FASN HACD1 HACD2 HACD3 HACD4 HSD17B12 HSD17B3 HSD17B8 HTD2 MORC2 OLAH PPT1 PPT2 SCD SCD5 SLC27A2 SLC27A3 TECR TECRL REACTOME_FBXW7_MUTANTS_AND_NOTCH1_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FBXW7_MUTANTS_AND_NOTCH1_IN_CANCER CUL1 FBXW7 NOTCH1 RBX1 SKP1 REACTOME_FCERI_MEDIATED_CA_2_MOBILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCERI_MEDIATED_CA_2_MOBILIZATION AHCYL1 BTK CALM1 FCER1A FCER1G GRAP2 GRB2 IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITK ITPR1 ITPR2 ITPR3 LAT LCP2 LYN MS4A2 NFATC1 NFATC2 NFATC3 PLCG1 PLCG2 PPP3CA PPP3CB PPP3R1 SHC1 SOS1 SYK TEC TXK VAV1 VAV2 VAV3 REACTOME_FCERI_MEDIATED_MAPK_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCERI_MEDIATED_MAPK_ACTIVATION FCER1A FCER1G FOS GRAP2 GRB2 HRAS IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 JUN KRAS LAT LCP2 LYN MAP2K4 MAP2K7 MAP3K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MS4A2 NRAS PAK1 PAK2 PLCG1 PLCG2 RAC1 SHC1 SOS1 SYK VAV1 VAV2 VAV3 REACTOME_FCERI_MEDIATED_NF_KB_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCERI_MEDIATED_NF_KB_ACTIVATION BCL10 BTRC CARD11 CDC34 CHUK CUL1 FBXW11 FCER1A FCER1G IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKG LYN MALT1 MAP3K7 MS4A2 NFKB1 NFKBIA PDPK1 PRKCQ PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RASGRP1 RASGRP2 RASGRP4 RELA RPS27A SEM1 SKP1 TAB1 TAB2 TAB3 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2N UBE2V1 REACTOME_FCGAMMA_RECEPTOR_FCGR_DEPENDENT_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCGAMMA_RECEPTOR_FCGR_DEPENDENT_PHAGOCYTOSIS ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 AHCYL1 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BRK1 BTK CD247 CD3G CDC42 CFL1 CRK CYFIP1 CYFIP2 DOCK1 ELMO1 ELMO2 FCGR1A FCGR2A FCGR3A FGR FYN GRB2 HCK HSP90AA1 HSP90AB1 IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITPR1 ITPR2 ITPR3 LIMK1 LYN MAPK1 MAPK3 MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B NCK1 NCKAP1 NCKAP1L NCKIPSD NF2 PAK1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLA2G6 PLCG1 PLCG2 PLD1 PLD2 PLD3 PLD4 PLPP4 PLPP5 PRKCD PRKCE PTK2 RAC1 SRC SYK VAV1 VAV2 VAV3 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 YES1 REACTOME_FCGR3A_MEDIATED_IL10_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCGR3A_MEDIATED_IL10_SYNTHESIS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AHCYL1 CALM1 CD247 CD3G CREB1 FCGR1A FCGR2A FCGR3A FGR FYN HCK IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL10 ITPR1 ITPR2 ITPR3 LYN PLCG1 PLCG2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX SRC SYK YES1 REACTOME_FCGR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FCGR_ACTIVATION CD247 CD3G FCGR1A FCGR2A FCGR3A FGR FYN HCK IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 LYN SRC SYK YES1 REACTOME_FC_EPSILON_RECEPTOR_FCERI_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FC_EPSILON_RECEPTOR_FCERI_SIGNALING AHCYL1 BCL10 BTK BTRC CALM1 CARD11 CDC34 CHUK CUL1 FBXW11 FCER1A FCER1G FOS FYN GAB2 GRAP2 GRB2 HRAS IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKG ITK ITPR1 ITPR2 ITPR3 JUN KRAS LAT LAT2 LCP2 LYN MALT1 MAP2K4 MAP2K7 MAP3K1 MAP3K7 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MS4A2 NFATC1 NFATC2 NFATC3 NFKB1 NFKBIA NRAS PAK1 PAK2 PDPK1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PLCG2 PPP3CA PPP3CB PPP3R1 PRKCQ PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RASGRP1 RASGRP2 RASGRP4 RELA RPS27A SEM1 SHC1 SKP1 SOS1 SYK TAB1 TAB2 TAB3 TEC TRAF6 TXK UBA52 UBB UBC UBE2D1 UBE2D2 UBE2N UBE2V1 VAV1 VAV2 VAV3 REACTOME_FERTILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FERTILIZATION ACR ADAM2 ADAM20 ADAM21 ADAM30 B4GALT1 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERG CD9 HVCN1 IZUMO1 IZUMO2 IZUMO3 IZUMO4 KCNU1 OVGP1 SPAM1 ZP1 ZP2 ZP3 ZP4 REACTOME_FGFR1B_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR1B_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF10 FGF2 FGF22 FGF3 FGFR1 GIPC1 TGFBR3 REACTOME_FGFR1C_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR1C_LIGAND_BINDING_AND_ACTIVATION ANOS1 FGF1 FGF17 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 GIPC1 TGFBR3 REACTOME_FGFR1_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR1_LIGAND_BINDING_AND_ACTIVATION ANOS1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 GIPC1 KL TGFBR3 REACTOME_FGFR1_MUTANT_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR1_MUTANT_RECEPTOR_ACTIVATION BAG4 BCR CEP43 CNTRL CPSF6 CUX1 ERLIN2 FGF1 FGF17 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FGFR1OP2 GAB2 GRB2 LRRFIP1 MYO18A PIK3CA PIK3R1 STAT1 STAT3 STAT5A STAT5B TRIM24 ZMYM2 REACTOME_FGFR2B_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2B_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF10 FGF2 FGF22 FGF3 FGF7 FGFBP1 FGFBP2 FGFBP3 FGFR2 REACTOME_FGFR2C_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2C_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR2 REACTOME_FGFR2_ALTERNATIVE_SPLICING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2_ALTERNATIVE_SPLICING ESRP1 ESRP2 FGFR2 GTF2F1 GTF2F2 HNRNPA1 HNRNPF HNRNPH1 HNRNPM NCBP1 NCBP2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PTBP1 RBFOX2 TIA1 TIAL1 REACTOME_FGFR2_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR2 REACTOME_FGFR2_MUTANT_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR2_MUTANT_RECEPTOR_ACTIVATION FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 GTF2F1 GTF2F2 NCBP1 NCBP2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L REACTOME_FGFR3B_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR3B_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF17 FGF18 FGF20 FGF8 FGF9 FGFR3 REACTOME_FGFR3_LIGAND_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFR3_LIGAND_BINDING_AND_ACTIVATION FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 GALNT3 REACTOME_FGFRL1_MODULATION_OF_FGFR1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FGFRL1_MODULATION_OF_FGFR1_SIGNALING FGF10 FGF17 FGF18 FGF2 FGF22 FGF23 FGF3 FGF4 FGF5 FGF8 FGFRL1 SPRED1 SPRED2 REACTOME_FIBRONECTIN_MATRIX_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FIBRONECTIN_MATRIX_FORMATION CEACAM1 CEACAM6 CEACAM8 FN1 ITGA5 ITGB1 REACTOME_FICOLINS_BIND_TO_REPETITIVE_CARBOHYDRATE_STRUCTURES_ON_THE_TARGET_CELL_SURFACE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FICOLINS_BIND_TO_REPETITIVE_CARBOHYDRATE_STRUCTURES_ON_THE_TARGET_CELL_SURFACE FCN1 FCN2 FCN3 MASP1 MASP2 REACTOME_FLT3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FLT3_SIGNALING ABL2 AKT1 AKT2 AKT3 BCL2L11 CBL CDKN1B CSK FLT3 FLT3LG FOXO3 FYN GAB2 GRAP2 GRB10 GRB2 HCK HRAS KRAS LCK NRAS PIK3CA PIK3R1 PTPN11 PTPRJ RPS27A SH2B3 SLA SLA2 SOCS2 SOCS6 SOS1 STAT5A STAT5B SYK UBA52 UBB UBC REACTOME_FLT3_SIGNALING_BY_CBL_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FLT3_SIGNALING_BY_CBL_MUTANTS CBL FLT3 FLT3LG RPS27A UBA52 UBB UBC REACTOME_FLT3_SIGNALING_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FLT3_SIGNALING_IN_DISEASE BCL2L1 CBL CDKN1A ETV6 FLT3 FLT3LG GAB2 GOLGB1 GRB2 HRAS KRAS MYO18A NOX4 NRAS PIK3CA PIK3R1 PIM1 PTPN11 RPS27A SOS1 SPTBN1 STAT5A STAT5B TRIP11 UBA52 UBB UBC ZMYM2 REACTOME_FLT3_SIGNALING_THROUGH_SRC_FAMILY_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FLT3_SIGNALING_THROUGH_SRC_FAMILY_KINASES FLT3 FLT3LG FYN HCK LCK SYK REACTOME_FOLDING_OF_ACTIN_BY_CCT_TRIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOLDING_OF_ACTIN_BY_CCT_TRIC ACTB CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 TCP1 REACTOME_FORMATION_OF_APOPTOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_APOPTOSOME APAF1 APIP AVEN CARD8 CASP9 CYCS DIABLO MAPK1 MAPK3 UACA XIAP REACTOME_FORMATION_OF_ATP_BY_CHEMIOSMOTIC_COUPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_ATP_BY_CHEMIOSMOTIC_COUPLING ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO DMAC2L MT-ATP6 MT-ATP8 REACTOME_FORMATION_OF_AXIAL_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_AXIAL_MESODERM CTNNB1 FOXA1 FOXA2 FOXH1 LEF1 NOTO SHH SMAD2 SMAD3 TBXT TCF7 TEAD2 TEAD4 YAP1 REACTOME_FORMATION_OF_DEFINITIVE_ENDODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_DEFINITIVE_ENDODERM CDH1 CTNNB1 CXCR4 EOMES FOXA2 GATA4 GATA6 GATA6-AS1 GSC LINC00261 MIXL1 SMAD2 SMAD3 SMAD4 SOX17 TBXT TCF7L2 REACTOME_FORMATION_OF_FIBRIN_CLOT_CLOTTING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_FIBRIN_CLOT_CLOTTING_CASCADE A2M C1QBP CD177 F10 F11 F12 F13A1 F13B F2 F2R F3 F5 F7 F8 F9 FGA FGB FGG GP1BA GP1BB GP5 GP9 KLKB1 KNG1 PF4 PF4V1 PRCP PROC PROCR PROS1 PRTN3 SERPINA5 SERPINC1 SERPIND1 SERPINE2 SERPING1 TFPI THBD VWF REACTOME_FORMATION_OF_INCISION_COMPLEX_IN_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_INCISION_COMPLEX_IN_GG_NER CCNH CDK7 CETN2 CHD1L CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 PARP1 PARP2 PIAS1 PIAS3 RAD23A RAD23B RBX1 RNF111 RPA1 RPA2 RPA3 RPS27A SUMO1 SUMO2 SUMO3 UBA52 UBB UBC UBE2I UBE2N UBE2V2 USP45 XPA XPC REACTOME_FORMATION_OF_INTERMEDIATE_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_INTERMEDIATE_MESODERM BMP4 FGF2 FOXC1 FOXC2 LHX1 OSR1 PAX2 PAX8 REACTOME_FORMATION_OF_LATERAL_PLATE_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_LATERAL_PLATE_MESODERM BMP4 FOXF1 GATA4 IHH SHH REACTOME_FORMATION_OF_PARAXIAL_MESODERM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_PARAXIAL_MESODERM BMP4 CREBBP CTNNB1 DLL1 DLL3 EP300 EPHA4 FGFR1 HES7 KAT2A KAT2B LEF1 LFNG MAML1 MAML2 MAML3 MAMLD1 MESP2 MSGN1 NOG NOTCH1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RIPPLY2 SEM1 SNW1 TBX6 TBXT WNT3A REACTOME_FORMATION_OF_RNA_POL_II_ELONGATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_RNA_POL_II_ELONGATION_COMPLEX AFF4 CCNH CCNK CCNT1 CCNT2 CDC73 CDK7 CDK9 CTDP1 CTR9 EAF1 EAF2 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 IWS1 LEO1 MLLT1 MLLT3 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE PAF1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RTF1 SKIC8 SSRP1 SUPT16H SUPT4H1 SUPT5H SUPT6H TCEA1 REACTOME_FORMATION_OF_SENESCENCE_ASSOCIATED_HETEROCHROMATIN_FOCI_SAHF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_SENESCENCE_ASSOCIATED_HETEROCHROMATIN_FOCI_SAHF ASF1A CABIN1 CDKN1A EP400 H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HIRA HMGA1 HMGA2 LMNB1 RB1 TP53 UBN1 REACTOME_FORMATION_OF_TC_NER_PRE_INCISION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_TC_NER_PRE_INCISION_COMPLEX AQR CCNH CDK7 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 ERCC2 ERCC3 ERCC6 ERCC8 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 ISY1 MNAT1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PRPF19 RBX1 RPS27A TCEA1 UBA52 UBB UBC USP7 UVSSA XAB2 XPA ZNF830 REACTOME_FORMATION_OF_THE_ANTERIOR_NEURAL_PLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_ANTERIOR_NEURAL_PLATE GBX2 NANOG OTX2 PAX6 POU3F1 POU5F1 SOX1 SOX2 ZEB2 ZIC2 ZNF521 REACTOME_FORMATION_OF_THE_BETA_CATENIN_TCF_TRANSACTIVATING_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_BETA_CATENIN_TCF_TRANSACTIVATING_COMPLEX ASH2L AXIN2 BCL9 BCL9L CDC73 CREBBP CTNNB1 EP300 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 KAT5 KMT2D LEF1 LEO1 MEN1 MYC PYGO1 PYGO2 RBBP5 RUNX3 RUVBL1 SMARCA4 TCF4 TCF7 TCF7L1 TCF7L2 TERT TLE1 TLE2 TLE3 TLE4 TRRAP REACTOME_FORMATION_OF_THE_CORNIFIED_ENVELOPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_CORNIFIED_ENVELOPE CAPN1 CAPNS1 CASP14 CDSN CELA2A CSTA DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSP EVPL FLG FURIN IVL JUP KAZN KLK12 KLK13 KLK14 KLK5 KLK8 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LELP1 LIPJ LIPK LIPM LIPN LORICRIN PCSK6 PERP PI3 PKP1 PKP2 PKP3 PKP4 PPL PRSS8 RPTN SPINK5 SPINK6 SPINK9 SPRR1A SPRR1B SPRR2A SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 ST14 TCHH TGM1 TGM5 REACTOME_FORMATION_OF_THE_EARLY_ELONGATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_EARLY_ELONGATION_COMPLEX CCNH CDK7 CTDP1 ERCC2 ERCC3 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SUPT4H1 SUPT5H REACTOME_FORMATION_OF_THE_NEPHRIC_DUCT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_NEPHRIC_DUCT BMP4 CTNNB1 EMX2 FGF2 GATA3 HOXA6 HOXB4 ID4 LHX1 MECOM NPNT OSR1 PAX2 PAX8 PCDH19 PLAC8 RET WFDC2 REACTOME_FORMATION_OF_THE_POSTERIOR_NEURAL_PLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_POSTERIOR_NEURAL_PLATE FGF8 GBX2 OTX2 POU3F1 SOX1 SOX2 TBX6 WNT3A ZEB2 ZNF521 REACTOME_FORMATION_OF_THE_URETERIC_BUD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_THE_URETERIC_BUD BMP4 EYA1 FOXC1 FOXC2 GDNF GFRA1 GREM1 HOXA11 HOXC11 HOXD11 ITGA8 ITGB1 NPNT PAX2 RET ROBO2 SALL1 SIX1 SIX2 SLIT2 WNT11 REACTOME_FORMATION_OF_TUBULIN_FOLDING_INTERMEDIATES_BY_CCT_TRIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_TUBULIN_FOLDING_INTERMEDIATES_BY_CCT_TRIC CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 TCP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 REACTOME_FORMATION_OF_WDR5_CONTAINING_HISTONE_MODIFYING_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_WDR5_CONTAINING_HISTONE_MODIFYING_COMPLEXES AKAP8L ASH2L BOD1 BOD1L1 CXXC1 DPY30 DR1 HCFC1 HCFC2 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT8 KDM6A KMT2A KMT2B KMT2C KMT2D MBIP MCRS1 MEN1 NCOA6 OGT PAGR1 PAXIP1 PHF20 PHF20L1 PSIP1 RBBP5 SETD1A SETD1B SGF29 TADA2A TADA3 TASP1 WDR5 WDR82 YEATS2 ZZZ3 REACTOME_FORMATION_OF_XYLULOSE_5_PHOSPHATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMATION_OF_XYLULOSE_5_PHOSPHATE AKR1A1 CRYL1 DCXR SORD XYLB REACTOME_FORMYL_PEPTIDE_RECEPTORS_BIND_FORMYL_PEPTIDES_AND_MANY_OTHER_LIGANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FORMYL_PEPTIDE_RECEPTORS_BIND_FORMYL_PEPTIDES_AND_MANY_OTHER_LIGANDS ANXA1 APP CCL23 FPR1 FPR2 FPR3 HEBP1 SAA1 REACTOME_FOXO_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOXO_MEDIATED_TRANSCRIPTION ABCA6 AGRP AKT1 AKT2 AKT3 ATXN3 BBC3 BCL2L11 BCL6 BTG1 CAT CAV1 CCNG2 CDKN1A CDKN1B CITED2 CREBBP DDIT3 EP300 FASLG FBXO32 FOXG1 FOXO1 FOXO3 FOXO4 FOXO6 G6PC1 GADD45A GCK HDAC1 HDAC2 IGFBP1 INS KAT2B KLF4 MSTN NFYA NFYB NFYC NPY NR3C1 PCBP4 PCK1 PINK1 PLXNA4 POMC PPARGC1A RBL2 RETN SFN SIN3A SIRT1 SIRT3 SMAD2 SMAD3 SMAD4 SOD2 SREBF1 STK11 TRIM63 TXN TXNIP YWHAB YWHAG YWHAQ YWHAZ REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_CELL_CYCLE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_CELL_CYCLE_GENES BTG1 CAV1 CCNG2 CDKN1A CDKN1B FOXG1 FOXO1 FOXO3 FOXO4 GADD45A KLF4 MSTN PCBP4 RBL2 SMAD2 SMAD3 SMAD4 REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_CELL_DEATH_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_CELL_DEATH_GENES BBC3 BCL2L11 BCL6 CITED2 CREBBP DDIT3 EP300 FASLG FOXO1 FOXO3 FOXO4 NFYA NFYB NFYC PINK1 STK11 REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_OXIDATIVE_STRESS_METABOLIC_AND_NEURONAL_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FOXO_MEDIATED_TRANSCRIPTION_OF_OXIDATIVE_STRESS_METABOLIC_AND_NEURONAL_GENES ABCA6 AGRP ATXN3 CAT FBXO32 FOXO1 FOXO3 FOXO4 FOXO6 G6PC1 GCK HDAC1 HDAC2 IGFBP1 INS NPY NR3C1 PCK1 PLXNA4 POMC PPARGC1A RETN SIN3A SIRT3 SMAD2 SMAD3 SMAD4 SOD2 SREBF1 TRIM63 REACTOME_FREE_FATTY_ACIDS_REGULATE_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FREE_FATTY_ACIDS_REGULATE_INSULIN_SECRETION ACSL3 ACSL4 CD36 FFAR1 GNA11 GNA14 GNA15 GNAQ PLCB1 PLCB2 PLCB3 REACTOME_FREE_FATTY_ACID_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FREE_FATTY_ACID_RECEPTORS FFAR1 FFAR2 FFAR3 FFAR4 GPR31 REACTOME_FRS_MEDIATED_FGFR1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRS_MEDIATED_FGFR1_SIGNALING FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FRS2 FRS3 GRB2 HRAS KL KRAS NRAS PTPN11 SOS1 REACTOME_FRS_MEDIATED_FGFR2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRS_MEDIATED_FGFR2_SIGNALING FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 FRS3 GRB2 HRAS KRAS NRAS PTPN11 SOS1 REACTOME_FRS_MEDIATED_FGFR3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRS_MEDIATED_FGFR3_SIGNALING FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 FRS3 GRB2 HRAS KRAS NRAS PTPN11 SOS1 REACTOME_FRS_MEDIATED_FGFR4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRS_MEDIATED_FGFR4_SIGNALING FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 FRS3 GRB2 HRAS KLB KRAS NRAS PTPN11 SOS1 REACTOME_FRUCTOSE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRUCTOSE_CATABOLISM ALDH1A1 ALDOB GLYCTK KHK TKFC REACTOME_FRUCTOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_FRUCTOSE_METABOLISM AKR1B1 ALDH1A1 ALDOB GLYCTK KHK SORD TKFC REACTOME_G0_AND_EARLY_G1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G0_AND_EARLY_G1 CCNA1 CCNA2 CCNE1 CCNE2 CDC25A CDC6 CDK1 CDK2 DYRK1A E2F1 E2F4 E2F5 HDAC1 LIN37 LIN52 LIN54 LIN9 MAX MYBL2 MYC PCNA RBBP4 RBL1 RBL2 TFDP1 TFDP2 TOP2A REACTOME_G1_S_DNA_DAMAGE_CHECKPOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G1_S_DNA_DAMAGE_CHECKPOINTS ATM CCNA1 CCNA2 CCNE1 CCNE2 CDC25A CDK2 CDKN1A CDKN1B CDKN2A CHEK1 CHEK2 COP1 MDM2 MDM4 PCBP4 PHF20 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 TP53 UBA52 UBB UBC ZNF385A REACTOME_G1_S_SPECIFIC_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G1_S_SPECIFIC_TRANSCRIPTION CCNA1 CCNE1 CDC25A CDC45 CDC6 CDK1 CDT1 DHFR E2F1 E2F4 E2F5 E2F6 FBXO5 HDAC1 LIN37 LIN52 LIN54 LIN9 ORC1 PCNA POLA1 RBBP4 RBL1 RBL2 RRM2 TFDP1 TFDP2 TK1 TYMS REACTOME_G2_M_CHECKPOINTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G2_M_CHECKPOINTS ABRAXAS1 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRIP1 CCNB1 CCNB2 CDC25A CDC25C CDC45 CDC6 CDC7 CDK1 CDK2 CHEK1 CHEK2 CLSPN DBF4 DNA2 EXO1 GTSE1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MDC1 MRE11 NBN NSD2 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PIAS4 PKMYT1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF8 RPA1 RPA2 RPA3 RPS27A SEM1 SFN TOP3A TOPBP1 TP53 TP53BP1 UBA52 UBB UBC UBE2N UBE2V2 UIMC1 WEE1 WRN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_G2_M_DNA_DAMAGE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G2_M_DNA_DAMAGE_CHECKPOINT ABRAXAS1 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRIP1 CCNB1 CDC25C CDK1 CHEK1 CHEK2 DNA2 EXO1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 MDC1 MRE11 NBN NSD2 PIAS4 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF8 RPA1 RPA2 RPA3 SFN TOP3A TOPBP1 TP53 TP53BP1 UBE2N UBE2V2 UIMC1 WEE1 WRN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_G2_M_DNA_REPLICATION_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G2_M_DNA_REPLICATION_CHECKPOINT CCNB1 CCNB2 CDK1 PKMYT1 WEE1 REACTOME_G2_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G2_PHASE CCNA1 CCNA2 CDK2 E2F1 E2F3 REACTOME_GAB1_SIGNALOSOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAB1_SIGNALOSOME AREG BTC CSK EGF EGFR EPGN EREG GAB1 GRB2 HBEGF PAG1 PIK3CA PIK3R1 PTPN11 PXN SRC TGFA REACTOME_GABA_B_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GABA_B_RECEPTOR_ACTIVATION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GABBR1 GABBR2 GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 KCNJ10 KCNJ12 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ9 REACTOME_GABA_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GABA_RECEPTOR_ACTIVATION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ARHGEF9 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GABRR1 GABRR2 GABRR3 GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 KCNJ10 KCNJ12 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ9 NPTN REACTOME_GABA_SYNTHESIS_RELEASE_REUPTAKE_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GABA_SYNTHESIS_RELEASE_REUPTAKE_AND_DEGRADATION ABAT ALDH5A1 CPLX1 DNAJC5 GAD1 GAD2 HSPA8 RAB3A RIMS1 SLC32A1 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SNAP25 STX1A STXBP1 SYT1 VAMP2 REACTOME_GAMMA_CARBOXYLATION_HYPUSINYLATION_HYDROXYLATION_AND_ARYLSULFATASE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAMMA_CARBOXYLATION_HYPUSINYLATION_HYDROXYLATION_AND_ARYLSULFATASE_ACTIVATION ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASPH BGLAP DHPS DNAJC24 DOHH DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 DRG1 DRG2 EEF2 EIF5A EIF5A2 ETF1 F10 F2 F7 F8 F9 FN3K FN3KRP FURIN GAS6 GGCX ICMT JMJD4 JMJD6 JMJD7 KDM8 OGFOD1 PROC PROS1 PROZ RCCD1 RIOX1 RIOX2 RPL27A RPL8 RPS23 RPS6 RWDD1 STS SUMF1 SUMF2 TPST1 TPST2 U2AF2 ZC3H15 REACTOME_GAMMA_CARBOXYLATION_TRANSPORT_AND_AMINO_TERMINAL_CLEAVAGE_OF_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAMMA_CARBOXYLATION_TRANSPORT_AND_AMINO_TERMINAL_CLEAVAGE_OF_PROTEINS BGLAP F10 F2 F7 F9 FURIN GAS6 GGCX PROC PROS1 PROZ REACTOME_GAP_FILLING_DNA_REPAIR_SYNTHESIS_AND_LIGATION_IN_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAP_FILLING_DNA_REPAIR_SYNTHESIS_AND_LIGATION_IN_GG_NER LIG1 LIG3 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A UBA52 UBB UBC XRCC1 REACTOME_GAP_JUNCTION_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAP_JUNCTION_ASSEMBLY GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJD2 GJD3 GJD4 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_GAP_JUNCTION_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAP_JUNCTION_DEGRADATION ACTB ACTG1 AP2M1 CLTA CLTB CLTC CLTCL1 DAB2 DNM1 DNM2 GJA1 MYO6 REACTOME_GAP_JUNCTION_TRAFFICKING_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GAP_JUNCTION_TRAFFICKING_AND_REGULATION ACTB ACTG1 AP2M1 CLTA CLTB CLTC CLTCL1 DAB2 DNM1 DNM2 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJD2 GJD3 GJD4 MYO6 SRC TJP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_GASTRIN_CREB_SIGNALLING_PATHWAY_VIA_PKC_AND_MAPK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GASTRIN_CREB_SIGNALLING_PATHWAY_VIA_PKC_AND_MAPK CCKBR CREB1 EGFR GAST GRB2 HBEGF HRAS KRAS MAPK1 MAPK3 MAPK7 MMP3 NRAS PRKCA RPS6KA1 RPS6KA2 RPS6KA3 SOS1 REACTOME_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GASTRULATION BMP4 CDH1 CLDN7 CREBBP CTNNB1 CXCR4 DLL1 DLL3 DLX5 EOMES EP300 EPHA4 FGF2 FGF4 FGF8 FGFR1 FOXA1 FOXA2 FOXC1 FOXC2 FOXF1 FOXH1 GATA4 GATA6 GATA6-AS1 GBX2 GSC HES7 IHH KAT2A KAT2B LEF1 LFNG LHX1 LINC00261 MAML1 MAML2 MAML3 MAMLD1 MESP2 MIXL1 MSGN1 MSX1 MYB NANOG NOG NOTCH1 NOTO OCLN OSR1 OTX2 PAX2 PAX3 PAX6 PAX7 PAX8 POU3F1 POU5F1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RIPPLY2 SEM1 SHH SMAD2 SMAD3 SMAD4 SNAI1 SNW1 SOX1 SOX17 SOX2 TBPL2 TBX6 TBXT TCF7 TCF7L1 TCF7L2 TEAD2 TEAD4 TFAP2A TFAP2B TFAP2C TRIM33 WNT3A YAP1 ZEB2 ZIC1 ZIC2 ZNF521 REACTOME_GDP_FUCOSE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GDP_FUCOSE_BIOSYNTHESIS FCSK FPGT FUOM GFUS GMDS SLC35C1 REACTOME_GENERATION_OF_SECOND_MESSENGER_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GENERATION_OF_SECOND_MESSENGER_MOLECULES CD101 CD247 CD3D CD3E CD3G CD4 ENAH EVL FYB1 GRAP2 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 ITK LAT LCK LCP2 NCK1 PAK1 PAK2 PAK3 PLCG1 PLCG2 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 VASP WAS ZAP70 REACTOME_GENE_AND_PROTEIN_EXPRESSION_BY_JAK_STAT_SIGNALING_AFTER_INTERLEUKIN_12_STIMULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GENE_AND_PROTEIN_EXPRESSION_BY_JAK_STAT_SIGNALING_AFTER_INTERLEUKIN_12_STIMULATION AIP ANXA2 ARF1 BOLA2 BOLA2B CA1 CAPZA1 CDC42 CFL1 CNN2 GSTA2 GSTO1 HNRNPA2B1 HNRNPDL HNRNPF HSPA9 IFNG IL10 LCP1 LMNB1 MIF MSN MTAP PAK2 PDCD4 PITPNA PPIA PSME2 RALA RAP1B RPLP0 SERPINB2 SNRPA1 SOD1 SOD2 STAT4 TALDO1 TCP1 REACTOME_GENE_SILENCING_BY_RNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GENE_SILENCING_BY_RNA AAAS AGO1 AGO2 AGO3 AGO4 ANG ASZ1 BCDIN3D DDX4 DGCR8 DICER1 DROSHA ELAC2 FKBP6 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HENMT1 HSP90AA1 IPO8 MAEL MIR23B MOV10L1 MYBL1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIWIL1 PIWIL2 PIWIL4 PLD6 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PRKRA RAE1 RAN RANBP2 SEC13 SEH1L TARBP2 TDRD1 TDRD12 TDRD6 TDRD9 TDRKH TNRC6A TNRC6B TNRC6C TPR TSN TSNAX XPO5 REACTOME_GERM_LAYER_FORMATION_AT_GASTRULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GERM_LAYER_FORMATION_AT_GASTRULATION BMP4 CTNNB1 EOMES FOXH1 GSC LEF1 MIXL1 NANOG POU5F1 SMAD2 SMAD3 SMAD4 SOX2 TBPL2 TBXT TCF7 TRIM33 REACTOME_GLI_PROTEINS_BIND_PROMOTERS_OF_HH_RESPONSIVE_GENES_TO_PROMOTE_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLI_PROTEINS_BIND_PROMOTERS_OF_HH_RESPONSIVE_GENES_TO_PROMOTE_TRANSCRIPTION BOC GLI1 GLI2 GLI3 HHIP PTCH1 PTCH2 REACTOME_GLOBAL_GENOME_NUCLEOTIDE_EXCISION_REPAIR_GG_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLOBAL_GENOME_NUCLEOTIDE_EXCISION_REPAIR_GG_NER ACTB ACTL6A ACTR5 ACTR8 CCNH CDK7 CETN2 CHD1L COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 INO80 INO80B INO80C INO80D INO80E LIG1 LIG3 MCRS1 MNAT1 NFRKB PARP1 PARP2 PCNA PIAS1 PIAS3 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RNF111 RPA1 RPA2 RPA3 RPS27A RUVBL1 SUMO1 SUMO2 SUMO3 TFPT UBA52 UBB UBC UBE2I UBE2N UBE2V2 USP45 XPA XPC XRCC1 YY1 REACTOME_GLUCAGON_LIKE_PEPTIDE_1_GLP1_REGULATES_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCAGON_LIKE_PEPTIDE_1_GLP1_REGULATES_INSULIN_SECRETION ADCY5 ADCY6 ADCY8 AKAP5 GCG GLP1R GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 IQGAP1 ITPR1 ITPR2 ITPR3 KCNB1 KCNC2 KCNG2 KCNS3 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAP1A RAPGEF3 RAPGEF4 REACTOME_GLUCAGON_SIGNALING_IN_METABOLIC_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCAGON_SIGNALING_IN_METABOLIC_REGULATION ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GCG GCGR GNAS GNB1 GNB2 GNB3 GNB4 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B REACTOME_GLUCAGON_TYPE_LIGAND_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCAGON_TYPE_LIGAND_RECEPTORS ADCYAP1 ADCYAP1R1 GCG GCGR GHRH GHRHR GIP GIPR GLP1R GLP2R GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 SCT SCTR VIP VIPR1 VIPR2 REACTOME_GLUCOCORTICOID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCOCORTICOID_BIOSYNTHESIS CYP11B1 CYP11B2 CYP17A1 CYP21A2 HSD11B1 HSD11B2 HSD3B1 HSD3B2 POMC SERPINA6 REACTOME_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCONEOGENESIS ALDOA ALDOB ALDOC ENO1 ENO2 ENO3 ENO4 FBP1 FBP2 G6PC1 G6PC2 G6PC3 GAPDH GAPDHS GPI PC PCK1 PCK2 PGAM1 PGAM2 PGK1 PGK2 SLC37A1 SLC37A2 SLC37A4 TPI1 REACTOME_GLUCOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCOSE_METABOLISM AAAS ADPGK ALDOA ALDOB ALDOC BPGM ENO1 ENO2 ENO3 ENO4 FBP1 FBP2 G6PC1 G6PC2 G6PC3 GAPDH GAPDHS GCK GCKR GNPDA1 GNPDA2 GPI HK1 HK2 HK3 HKDC1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PC PCK1 PCK2 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PGM2L1 PGP PKLR PKM POM121 POM121C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKACA PRKACB PRKACG RAE1 RANBP2 SEC13 SEH1L SLC37A1 SLC37A2 SLC37A4 TPI1 TPR REACTOME_GLUCURONIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUCURONIDATION ABHD10 SLC35D1 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 REACTOME_GLUTAMATE_AND_GLUTAMINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUTAMATE_AND_GLUTAMINE_METABOLISM ALDH18A1 GLS GLS2 GLUD1 GLUD2 GLUL GOT2 KYAT1 OAT PYCR1 PYCR2 PYCR3 RIMKLA RIMKLB REACTOME_GLUTAMATE_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUTAMATE_NEUROTRANSMITTER_RELEASE_CYCLE ARL6IP5 CPLX1 GLS GLS2 PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC17A7 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC38A2 SNAP25 STX1A STXBP1 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_GLUTATHIONE_CONJUGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUTATHIONE_CONJUGATION AKR1A1 CHAC1 CHAC2 CNDP2 ESD GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTZ1 HPGDS MGST1 MGST2 MGST3 OPLAH REACTOME_GLUTATHIONE_SYNTHESIS_AND_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLUTATHIONE_SYNTHESIS_AND_RECYCLING CHAC1 CHAC2 CNDP2 GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GSS OPLAH REACTOME_GLYCEROPHOSPHOLIPID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCEROPHOSPHOLIPID_BIOSYNTHESIS ABHD3 ABHD4 ACHE ACP6 AGK AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 ALPI AWAT2 BCHE CDIPT CDS1 CDS2 CEPT1 CHAT CHKA CHKB CHPT1 CPNE1 CPNE3 CPNE6 CPNE7 CRLS1 CSNK2A1 CSNK2A2 CSNK2B DDHD1 DDHD2 DGAT1 DGAT2 DGAT2L6 ETNK1 ETNK2 ETNPPL GNPAT GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPD1L GPD2 HADHA HADHB LCLAT1 LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 MBOAT1 MBOAT2 MBOAT7 MFSD2A MGLL MIGA1 MIGA2 OSBPL10 OSBPL5 OSBPL8 PCTP PCYT1A PCYT1B PCYT2 PEMT PGS1 PHOSPHO1 PISD PITPNB PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G15 PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLD1 PLD2 PLD3 PLD4 PLD6 PNPLA2 PNPLA3 PNPLA8 PTDSS1 PTDSS2 PTPMT1 SELENOI SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 STARD10 STARD7 TAFAZZIN TMEM86B REACTOME_GLYCEROPHOSPHOLIPID_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCEROPHOSPHOLIPID_CATABOLISM ENPP6 GDE1 GDPD1 GDPD3 GDPD5 PNPLA6 PNPLA7 REACTOME_GLYCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCINE_DEGRADATION AMT DLD DLST GCSH GLDC MRPS36 OGDH REACTOME_GLYCOGEN_BREAKDOWN_GLYCOGENOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOGEN_BREAKDOWN_GLYCOGENOLYSIS AGL CALM1 GAA GYG1 GYG2 PGM1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PYGB PYGL PYGM REACTOME_GLYCOGEN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOGEN_METABOLISM AGL CALM1 EPM2A GAA GBE1 GYG1 GYG2 GYS1 GYS2 NHLRC1 PGM1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PPP1R3C PYGB PYGL PYGM RPS27A UBA52 UBB UBC UGP2 REACTOME_GLYCOGEN_STORAGE_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOGEN_STORAGE_DISEASES EPM2A G6PC1 G6PC3 GAA GBE1 GYG1 GYG2 GYS1 GYS2 NHLRC1 PPP1R3C RPS27A SLC37A4 UBA52 UBB UBC REACTOME_GLYCOGEN_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOGEN_SYNTHESIS EPM2A GBE1 GYG1 GYG2 GYS1 GYS2 NHLRC1 PGM1 PPP1R3C RPS27A UBA52 UBB UBC UGP2 REACTOME_GLYCOSAMINOGLYCAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSAMINOGLYCAN_METABOLISM ABCC5 ACAN AGRN ARSB B3GALT6 B3GAT1 B3GAT2 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BCAN BGN CD44 CEMIP CHP1 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST5 CHST6 CHST7 CHST9 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 CSPG4 CSPG5 DCN DSE DSEL EXT1 EXT2 FMOD GALNS GLB1 GLB1L GLB1L2 GLB1L3 GLCE GNS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GUSB HAS1 HAS2 HAS3 HEXA HEXB HGSNAT HMMR HPSE HPSE2 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 HYAL1 HYAL2 HYAL3 IDS IDUA KERA LUM LYVE1 NAGLU NCAN NDST1 NDST2 NDST3 NDST4 OGN OMD PAPSS1 PAPSS2 PRELP SDC1 SDC2 SDC3 SDC4 SGSH SLC26A1 SLC26A2 SLC35B2 SLC35B3 SLC35D2 SLC9A1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 STAB2 UST VCAN XYLT1 XYLT2 REACTOME_GLYCOSPHINGOLIPID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSPHINGOLIPID_BIOSYNTHESIS A4GALT B3GALNT1 B3GALT4 B3GNT5 B4GALNT1 B4GALT5 B4GALT6 CERK FUT1 FUT2 GAL3ST1 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC5 ST6GALNAC6 ST8SIA5 UGCG UGT8 REACTOME_GLYCOSPHINGOLIPID_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSPHINGOLIPID_CATABOLISM ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASAH1 ASAH2 CTSA ENPP7 GALC GBA1 GBA2 GBA3 GLA GLB1 GLB1L GLB1L2 GLB1L3 GM2A HEXA HEXB M6PR NEU1 NEU2 NEU3 NEU4 PSAP SMPD1 SMPD2 SMPD3 SMPD4 STS SUMF1 SUMF2 REACTOME_GLYCOSPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSPHINGOLIPID_METABOLISM A4GALT ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASAH1 ASAH2 B3GALNT1 B3GALT4 B3GNT5 B4GALNT1 B4GALT5 B4GALT6 CERK CTSA ENPP7 FUT1 FUT2 GAL3ST1 GALC GBA1 GBA2 GBA3 GLA GLB1 GLB1L GLB1L2 GLB1L3 GM2A HEXA HEXB M6PR NEU1 NEU2 NEU3 NEU4 PSAP SMPD1 SMPD2 SMPD3 SMPD4 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC5 ST6GALNAC6 ST8SIA5 STS SUMF1 SUMF2 UGCG UGT8 REACTOME_GLYCOSPHINGOLIPID_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYCOSPHINGOLIPID_TRANSPORT ARF1 CLN3 CPTP ESYT1 ESYT2 ESYT3 GLTP PLEKHA8 REACTOME_GLYOXYLATE_METABOLISM_AND_GLYCINE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GLYOXYLATE_METABOLISM_AND_GLYCINE_DEGRADATION AGXT AGXT2 ALDH4A1 AMT DAO DDO DLD DLST GCSH GLDC GNMT GOT2 GRHPR HAO1 HOGA1 MRPS36 OGDH PRODH2 PXMP2 REACTOME_GOLGI_ASSOCIATED_VESICLE_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GOLGI_ASSOCIATED_VESICLE_BIOGENESIS ACBD3 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP3B1 AP3S1 AP4B1 AP4E1 ARF1 ARRB1 BLOC1S1 BLOC1S3 BLOC1S4 BLOC1S6 CLINT1 CLTA CLTC CPD DNAJC6 DNM2 DTNBP1 FTH1 FTL GAK GOLGB1 HIP1R HSPA8 IGF2R NAPA NECAP1 OCRL PICALM PIK3C2A PUM1 RAB5C SH3D19 SH3GL2 SNAPIN SNX2 SNX5 SNX9 SORT1 TBC1D8B TFRC TGOLN2 TPD52 TPD52L1 TXNDC5 VAMP2 VAMP7 VAMP8 YIPF6 REACTOME_GOLGI_CISTERNAE_PERICENTRIOLAR_STACK_REORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GOLGI_CISTERNAE_PERICENTRIOLAR_STACK_REORGANIZATION BLZF1 CCNB1 CCNB2 CDK1 GOLGA2 GORASP1 GORASP2 MAPK1 MAPK3 PLK1 RAB1A RAB1B RAB2A USO1 REACTOME_GOLGI_TO_ER_RETROGRADE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GOLGI_TO_ER_RETROGRADE_TRANSPORT ACTR10 ACTR1A AGPAT3 ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 BICD1 BICD2 BNIP1 CAPZA1 CAPZA2 CAPZA3 CAPZB CENPE COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 GALNT1 GALNT2 GBF1 KDELR1 KDELR2 KDELR3 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 NAPA NAPB NAPG NBAS NSF PAFAH1B1 PAFAH1B2 PAFAH1B3 PLA2G4A PLA2G6 RAB18 RAB1A RAB1B RAB3GAP1 RAB3GAP2 RAB6A RAB6B RACGAP1 RINT1 SEC22B STX18 SURF4 TMED10 TMED2 TMED3 TMED7 TMED9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USE1 ZW10 REACTOME_GP1B_IX_V_ACTIVATION_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GP1B_IX_V_ACTIVATION_SIGNALLING COL1A1 COL1A2 FLNA GP1BA GP1BB GP5 GP9 PIK3R1 RAF1 SRC VWF YWHAZ REACTOME_GPCR_LIGAND_BINDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GPCR_LIGAND_BINDING ACKR1 ACKR2 ACKR3 ACKR4 ADCYAP1 ADCYAP1R1 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADM ADM2 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 ANXA1 APLN APLNR APP AVP AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3 C3AR1 C5 C5AR1 C5AR2 CALCA CALCB CALCR CALCRL CASR CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL25 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD55 CGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CNR1 CNR2 CORT CRH CRHBP CRHR1 CRHR2 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DHH DRD1 DRD2 DRD3 DRD4 DRD5 ECE1 ECE2 EDN1 EDN2 EDN3 EDNRA EDNRB F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FFAR4 FPR1 FPR2 FPR3 FSHB FSHR FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GABBR1 GABBR2 GAL GALR1 GALR2 GALR3 GCG GCGR GHRH GHRHR GHRL GHSR GIP GIPR GLP1R GLP2R GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GNRH1 GNRH2 GNRHR GPBAR1 GPER1 GPHA2 GPHB5 GPR132 GPR143 GPR17 GPR18 GPR183 GPR31 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR55 GPR65 GPR68 GPRC6A GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRP GRPR HCAR1 HCAR2 HCAR3 HCRT HCRTR1 HCRTR2 HEBP1 HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 IAPP IHH INSL3 INSL5 KEL KISS1 KISS1R KNG1 LHB LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLN MLNR MTNR1A MTNR1B NLN NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NPW NPY NPY1R NPY2R NPY4R NPY5R NTS NTSR1 NTSR2 OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OXER1 OXGR1 OXT OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 PDYN PENK PF4 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PMCH PNOC POMC PPBP PPY PRLH PRLHR PROK1 PROK2 PROKR1 PROKR2 PSAP PTAFR PTCH1 PTCH2 PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH PTH1R PTH2 PTH2R PTHLH PYY QRFP QRFPR RAMP1 RAMP2 RAMP3 RGR RHO RLN2 RLN3 RRH RXFP1 RXFP2 RXFP3 RXFP4 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SAA1 SCT SCTR SHH SMO SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TAC1 TAC3 TACR1 TACR2 TACR3 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBXA2R TRH TRHR TSHB TSHR UCN UCN2 UCN3 UTS2 UTS2B UTS2R VIP VIPR1 VIPR2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 XCR1 XK REACTOME_GPER1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GPER1_SIGNALING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 FN1 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPER1 ITGA5 ITGB1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B SHC1 SRC REACTOME_GPVI_MEDIATED_ACTIVATION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GPVI_MEDIATED_ACTIVATION_CASCADE CDC42 CLEC1B COL1A1 COL1A2 FCER1G FYN GP6 LAT LCK LCP2 LYN MPIG6B PDPK1 PDPN PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLCG2 PRKCZ PTPN11 PTPN6 RAC1 RAC2 RHOA RHOB RHOG SYK VAV1 VAV2 VAV3 REACTOME_GRB2_EVENTS_IN_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GRB2_EVENTS_IN_ERBB2_SIGNALING BTC EGF EGFR ERBB2 ERBB4 EREG GRB2 HBEGF HRAS KRAS NRAS NRG1 NRG2 NRG3 NRG4 SOS1 REACTOME_GRB2_SOS_PROVIDES_LINKAGE_TO_MAPK_SIGNALING_FOR_INTEGRINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GRB2_SOS_PROVIDES_LINKAGE_TO_MAPK_SIGNALING_FOR_INTEGRINS APBB1IP FGA FGB FGG FN1 GRB2 ITGA2B ITGB3 PTK2 RAP1A RAP1B SOS1 SRC TLN1 VWF REACTOME_GRB7_EVENTS_IN_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GRB7_EVENTS_IN_ERBB2_SIGNALING ERBB2 ERBB3 GRB7 NRG1 NRG2 REACTOME_GROWTH_HORMONE_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_GROWTH_HORMONE_RECEPTOR_SIGNALING ADAM17 CISH CSH1 GH1 GH2 GHR IRS1 IRS2 JAK2 LYN MAPK1 MAPK3 PRL PRLR PTPN1 PTPN6 SH2B1 SOCS1 SOCS2 SOCS3 STAT1 STAT3 STAT5A STAT5B REACTOME_G_ALPHA_12_13_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_12_13_SIGNALLING_EVENTS ABR ADRA1A ADRA1B ADRA1D AKAP13 ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BTK ECT2 FGD1 FGD2 FGD3 FGD4 GNA12 GNA13 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 ITSN1 KALRN MCF2 MCF2L NET1 NGEF OBSCN PLEKHG2 PLEKHG5 PLXNB1 PREX1 RASGRF2 RHOA RHOB RHOC ROCK1 ROCK2 SOS1 SOS2 TBXA2R TIAM1 TIAM2 TRIO VAV1 VAV2 VAV3 REACTOME_G_ALPHA_I_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_I_SIGNALLING_EVENTS ACKR3 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA1 ADORA3 ADRA2A ADRA2B ADRA2C AGT AGTR2 AHCYL1 ANXA1 APLN APLNR APP BDKRB1 BDKRB2 C3 C3AR1 C5 C5AR1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASR CCL1 CCL13 CCL16 CCL19 CCL20 CCL21 CCL23 CCL25 CCL27 CCL28 CCL4 CCL4L2 CCL5 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CDK5 CHRM2 CHRM4 CNR1 CNR2 CORT CREB1 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DRD3 DRD4 FPR1 FPR2 FPR3 GABBR1 GABBR2 GAL GALR1 GALR2 GALR3 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPER1 GPR17 GPR18 GPR183 GPR31 GPR37 GPR37L1 GPR55 GPSM1 GPSM2 GPSM3 GRK2 GRM2 GRM3 GRM4 GRM6 GRM7 GRM8 HCAR1 HCAR2 HCAR3 HEBP1 HRH4 HTR1B HTR1D HTR1E HTR1F HTR5A INSL5 ITPR1 ITPR2 ITPR3 KNG1 KPNA2 LPAR1 LPAR2 LPAR3 LPAR5 MAPK1 MCHR1 MCHR2 MTNR1A MTNR1B NBEA NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPW NPY NPY1R NPY2R NPY4R NPY5R OPN1LW OPN1MW OPN1SW OPN3 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OXER1 OXGR1 P2RY12 P2RY13 P2RY14 P2RY4 PCP2 PDE1A PDE1B PDE1C PDE4A PDE4B PDE4C PDE4D PDYN PENK PF4 PLA2G4A PLCB1 PLCB2 PLCB3 PLCB4 PMCH PNOC POMC PPBP PPP1CA PPP1R1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PPY PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCG PRKX PSAP PTGDR2 PTGER3 PYY RGR RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS20 RGS21 RGS22 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RGSL1 RHO RLN3 RRH RXFP3 RXFP4 S1PR2 S1PR3 S1PR4 S1PR5 SAA1 SRC SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 REACTOME_G_ALPHA_Q_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_Q_SIGNALLING_EVENTS ABHD12 ABHD6 ADRA1A ADRA1B ADRA1D AGT AGTR1 ANXA1 APP ARHGEF25 AVP AVPR1A AVPR1B BDKRB1 BDKRB2 BRS3 BTK CASR CCK CCKAR CCKBR CCL23 CHRM1 CHRM3 CHRM5 CREB1 CYSLTR1 CYSLTR2 DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ EDN1 EDN2 EDN3 EDNRA EDNRB EGFR F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FFAR4 FPR2 GAST GCG GCGR GHRL GHSR GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GNRH1 GNRH2 GNRHR GPR132 GPR143 GPR17 GPR39 GPR4 GPR65 GPR68 GPRC6A GRB2 GRK2 GRK5 GRM1 GRM5 GRP GRPR HBEGF HCRT HCRTR1 HCRTR2 HRAS HRH1 HTR2A HTR2B HTR2C ITPR1 ITPR2 ITPR3 KALRN KISS1 KISS1R KNG1 KRAS LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MAPK1 MAPK3 MAPK7 MCHR1 MCHR2 MGLL MLN MLNR MMP3 NMB NMBR NMS NMU NMUR1 NMUR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NRAS NTS NTSR1 NTSR2 OPN4 OXT OXTR P2RY1 P2RY10 P2RY11 P2RY2 P2RY6 PIK3CA PIK3R1 PIK3R2 PIK3R3 PLCB1 PLCB2 PLCB3 PLCB4 PMCH PRKCA PRKCD PRKCE PRKCH PRKCQ PROK1 PROK2 PROKR1 PROKR2 PTAFR PTGER1 PTGFR QRFP QRFPR RASGRP1 RASGRP2 RGS1 RGS13 RGS16 RGS17 RGS18 RGS19 RGS2 RGS21 RGS3 RGS4 RGS5 RGSL1 RPS6KA1 RPS6KA2 RPS6KA3 SAA1 SOS1 TAC1 TAC3 TACR1 TACR2 TACR3 TBXA2R TRH TRHR TRIO TRPC3 TRPC6 TRPC7 UTS2 UTS2B UTS2R XCL1 XCL2 XCR1 REACTOME_G_ALPHA_S_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_S_SIGNALLING_EVENTS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1 ADCYAP1R1 ADM ADM2 ADORA2A ADORA2B ADRB1 ADRB2 ADRB3 ARRB1 ARRB2 AVP AVPR2 CALCA CALCB CALCR CALCRL CGA CRH CRHR1 CRHR2 CYSLTR2 DRD1 DRD5 FN1 FSHB FSHR GCG GCGR GHRH GHRHR GIP GIPR GLP1R GLP2R GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPBAR1 GPER1 GPHA2 GPHB5 GPR15 GPR150 GPR176 GPR20 GPR25 GPR27 GPR32 GPR39 GPR45 GPR83 GPR84 GRK2 GRK3 GRK5 GRK6 HRH2 HTR4 HTR6 HTR7 IAPP INSL3 ITGA5 ITGB1 LHB LHCGR MC1R MC2R MC3R MC4R MC5R NPS NPSR1 P2RY11 PDE10A PDE11A PDE1A PDE1B PDE2A PDE3A PDE3B PDE4A PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B POMC PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTGDR PTGER2 PTGER4 PTGIR PTH PTH1R PTH2 PTH2R PTHLH RAMP1 RAMP2 RAMP3 RLN2 RLN3 RXFP1 RXFP2 SCT SCTR SHC1 SRC TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TSHB TSHR VIP VIPR1 VIPR2 REACTOME_G_ALPHA_Z_SIGNALLING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_ALPHA_Z_SIGNALLING_EVENTS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRA2A ADRA2B ADRA2C GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ RGS16 RGS17 RGS19 RGS20 RGS4 RGSL1 REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_CDC42 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_CDC42 ARHGEF6 CDC42 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PAK1 REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_PI3KGAMMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_BETA_GAMMA_SIGNALLING_THROUGH_PI3KGAMMA AKT1 AKT2 AKT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PDPK1 PIK3CG PIK3R5 PIK3R6 RHOA REACTOME_G_PROTEIN_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_PROTEIN_ACTIVATION GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 OPRM1 PDYN POMC REACTOME_G_PROTEIN_BETA_GAMMA_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_PROTEIN_BETA_GAMMA_SIGNALLING AKT1 AKT2 AKT3 ARHGEF6 BTK CDC42 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PAK1 PDPK1 PIK3CG PIK3R5 PIK3R6 PLCB1 PLCB2 PLCB3 RHOA REACTOME_G_PROTEIN_MEDIATED_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_G_PROTEIN_MEDIATED_EVENTS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AHCYL1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CREB1 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAQ GNAT3 GRK2 ITPR1 ITPR2 ITPR3 KPNA2 MAPK1 NBEA PDE1A PDE1B PDE1C PLA2G4A PLCB1 PLCB2 PLCB3 PLCB4 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCG PRKX REACTOME_HATS_ACETYLATE_HISTONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HATS_ACETYLATE_HISTONES ACTB ACTL6A ATF2 ATXN7 ATXN7L3 BRD1 BRD8 BRPF1 BRPF3 CLOCK CREBBP DMAP1 DR1 ELP1 ELP2 ELP3 ELP4 ELP5 ELP6 ENY2 EP300 EP400 EPC1 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAT1 HCFC1 ING3 ING4 ING5 JADE1 JADE2 JADE3 KANSL1 KANSL2 KANSL3 KAT14 KAT2A KAT2B KAT5 KAT6A KAT6B KAT7 KAT8 MBIP MCRS1 MEAF6 MORF4L1 MORF4L2 MRGBP MSL1 MSL2 MSL3 NCOA1 NCOA2 OGT PAX3 PHF20 RBBP7 RUVBL1 RUVBL2 SAP130 SGF29 SUPT20H SUPT3H SUPT7L TADA1 TADA2A TADA2B TADA3 TAF10 TAF12 TAF5L TAF6L TAF9 TRRAP USP22 VPS72 WDR5 YEATS2 YEATS4 ZZZ3 REACTOME_HCMV_EARLY_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HCMV_EARLY_EVENTS AAAS CBX1 CREB1 DAXX DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EED EGFR ELK1 EZH2 GPS2 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC3 ITGB1 NCOR1 NCOR2 NDC1 NFKB1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PML POM121 POM121C RAE1 RANBP2 RBBP4 RBBP7 SEC13 SEH1L SUZ12 TBL1X TBL1XR1 TPR TRIM28 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_HCMV_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HCMV_INFECTION AAAS CBX1 CEBPD CHMP1A CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CREB1 DAXX DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EED EGFR ELK1 EZH2 GPS2 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC3 HNRNPK ITGB1 MVB12A MVB12B NCOR1 NCOR2 NDC1 NFKB1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PML POM121 POM121C RAE1 RANBP2 RBBP4 RBBP7 SEC13 SEH1L SNF8 SUZ12 TBL1X TBL1XR1 TPR TRIM28 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A REACTOME_HCMV_LATE_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HCMV_LATE_EVENTS AAAS CEBPD CHMP1A CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HNRNPK MVB12A MVB12B NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SNF8 TPR TSG101 UBAP1 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS4A REACTOME_HDACS_DEACETYLATE_HISTONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDACS_DEACETYLATE_HISTONES ARID4A ARID4B BRMS1 CHD3 CHD4 GATAD2A GATAD2B GPS2 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC10 HDAC2 HDAC3 HDAC8 HMG20B KDM1A MBD3 MTA1 MTA2 MTA3 NCOR1 NCOR2 PHF21A RBBP4 RBBP7 RCOR1 REST SAP18 SAP30 SAP30L SUDS3 TBL1X TBL1XR1 REACTOME_HDL_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDL_ASSEMBLY A2M ABCA1 APOA1 BMP1 PRKACA PRKACB PRKACG ZDHHC8 REACTOME_HDL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDL_CLEARANCE AMN APOA1 CUBN HDLBP SCARB1 REACTOME_HDL_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDL_REMODELING ABCG1 ALB APOA1 APOC2 APOC3 APOE CETP LCAT LIPG PLTP REACTOME_HDMS_DEMETHYLATE_HISTONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDMS_DEMETHYLATE_HISTONES ARID5B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JMJD6 KDM1A KDM1B KDM2A KDM2B KDM3A KDM3B KDM4A KDM4B KDM4C KDM4D KDM5A KDM5B KDM5C KDM5D KDM6A KDM6B KDM7A PHF2 PHF8 RIOX2 UTY REACTOME_HDR_THROUGH_HOMOLOGOUS_RECOMBINATION_HRR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDR_THROUGH_HOMOLOGOUS_RECOMBINATION_HRR ATM ATR ATRIP BARD1 BLM BRCA1 BRCA2 BRIP1 CHEK1 DNA2 EME1 EME2 EXO1 FIGNL1 FIRRM GEN1 HUS1 KAT5 MRE11 MUS81 NBN PALB2 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD9A RAD9B RBBP8 RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 RPS27A RTEL1 SEM1 SLX1A SLX1B SLX4 SPIDR TOP3A TOPBP1 UBA52 UBB UBC WRN XRCC2 XRCC3 REACTOME_HDR_THROUGH_MMEJ_ALT_NHEJ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDR_THROUGH_MMEJ_ALT_NHEJ BRCA2 FEN1 LIG3 MRE11 NBN PARP1 PARP2 POLQ RAD50 RAD52 RBBP8 XRCC1 REACTOME_HDR_THROUGH_SINGLE_STRAND_ANNEALING_SSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HDR_THROUGH_SINGLE_STRAND_ANNEALING_SSA ABL1 ATM ATR ATRIP BARD1 BLM BRCA1 BRIP1 DNA2 ERCC1 ERCC4 EXO1 HUS1 KAT5 MRE11 NBN RAD1 RAD17 RAD50 RAD51 RAD52 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 TOP3A TOPBP1 WRN REACTOME_HEDGEHOG_LIGAND_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEDGEHOG_LIGAND_BIOGENESIS ADAM17 DERL2 DHH DISP2 ERLEC1 GPC5 HHAT IHH NOTUM OS9 P4HB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SCUBE2 SEL1L SEM1 SHH SYVN1 UBA52 UBB UBC VCP REACTOME_HEDGEHOG_OFF_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEDGEHOG_OFF_STATE ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 BTRC CSNK1A1 CUL1 DYNC2H1 FUZ GLI1 GLI2 GLI3 GNAS GPR161 GSK3B IFT122 IFT140 IFT172 IFT52 IFT57 IFT88 INTU ITCH KIF3A KIF7 MKS1 NUMB OFD1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTCH1 RBX1 RPGRIP1L RPS27A SEM1 SKP1 SMO SUFU TTC21B TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA4A TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TULP3 UBA52 UBB UBC WDR19 WDR35 REACTOME_HEDGEHOG_ON_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEDGEHOG_ON_STATE ARRB1 ARRB2 BOC CDC73 CDON CSNK1A1 CUL3 DHH DZIP1 EFCAB7 EVC EVC2 GAS1 GAS8 GLI1 GLI2 GLI3 GPR161 GRK2 HHIP IHH IQCE ITCH KIF3A KIF7 NUMB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTCH1 PTCH2 RBX1 RPS27A SEM1 SHH SMO SMURF1 SMURF2 SPOP SPOPL SUFU UBA52 UBB UBC ULK3 REACTOME_HEME_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEME_BIOSYNTHESIS ABCG2 ALAD ALAS1 ALAS2 ALB COX10 COX15 CPOX FECH FLVCR1 HMBS PPOX UROD UROS REACTOME_HEME_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEME_DEGRADATION ABCC1 ABCC2 ABCG2 ALB BLVRA BLVRB FABP1 GSTA1 HMOX1 HMOX2 SLCO1B1 SLCO1B3 SLCO2B1 UGT1A1 UGT1A4 REACTOME_HEME_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEME_SIGNALING APOA1 APOB ATF2 BACH1 BMAL1 CARM1 CHD9 CLEC1B CLOCK CREB1 CREBBP CRTC1 CRTC2 CRTC3 EP300 HBA1 HBA2 HBB HDAC3 HELZ2 HMOX1 LY96 MAFK MED1 MEF2C MEF2D NCOA1 NCOA2 NCOA6 NCOR1 NFE2L2 NPAS2 NR1D1 NRIP1 PGRMC2 PPARA PPARGC1A RAI1 RORA RXRA SIRT1 SLC46A1 SMARCD3 TBL1X TBL1XR1 TGS1 TLR4 USP46 XPO1 REACTOME_HEMOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEMOSTASIS A1BG A2M AAMP ABCC4 ABHD12 ABHD6 ABL1 ACTB ACTN1 ACTN2 ACTN4 ADAMTS13 ADRA2A ADRA2B ADRA2C AHSG AK3 AKAP1 AKAP10 AKT1 ALB ALDOA ANGPT1 ANGPT2 ANGPT4 ANXA2 ANXA5 APBB1IP APLP2 APOA1 APOB APOH APOOL APP ARRB1 ARRB2 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 BCAR1 BRPF3 BSG C1QBP CABLES1 CABLES2 CALM1 CALU CAP1 CAPZA1 CAPZA2 CAPZB CARMIL1 CAV1 CBX5 CD109 CD177 CD2 CD244 CD36 CD44 CD47 CD48 CD58 CD63 CD74 CD84 CD9 CD99 CD99L2 CDC37L1 CDC42 CDK2 CDK5 CEACAM1 CEACAM3 CEACAM5 CEACAM6 CEACAM8 CENPE CFD CFL1 CHID1 CLEC1B CLEC3B CLU COL1A1 COL1A2 CRK CSK CTSW CXADR CYB5R1 CYRIB DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 DOK2 ECM1 EGF EHD1 EHD2 EHD3 ENDOD1 EPCAM ESAM F10 F11 F11R F12 F13A1 F13B F2 F2R F2RL2 F2RL3 F3 F5 F7 F8 F9 FAM3C FCAMR FCER1G FERMT3 FGA FGB FGG FGR FLNA FN1 FYN GAS6 GATA1 GATA2 GATA3 GATA4 GATA5 GATA6 GLG1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAQ GNAS GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GP1BA GP1BB GP5 GP6 GP9 GPC1 GRB14 GRB2 GRB7 GTPBP2 GUCY1A1 GUCY1A2 GUCY1B1 GYPA GYPB GYPC H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HABP4 HBB HBD HBE1 HBG1 HBG2 HDAC1 HDAC2 HGF HMG20B HRAS HRG HSPA5 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IGF1 IGF2 IGHA1 IGHA2 IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLL1 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 INPP5D IRAG1 IRF1 IRF2 ISLR ITGA1 ITGA10 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITIH3 ITIH4 ITPK1 ITPR1 ITPR2 ITPR3 JAK2 JAM2 JAM3 JAML JCHAIN JMJD1C KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KDM1A KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 KLKB1 KNG1 KRAS L1CAM LAMP2 LAT LCK LCP2 LEFTY2 LGALS3BP LHFPL2 LRP8 LY6G6F LYN MAFF MAFG MAFK MAG MAGED2 MANF MAPK1 MAPK14 MAPK3 MERTK MFN1 MFN2 MGLL MICAL1 MIF MMP1 MMRN1 MPIG6B MPL MYB NFE2 NHLRC2 NOS1 NOS2 NOS3 NRAS OLA1 OLR1 ORAI1 ORAI2 ORM1 ORM2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY12 PAFAH2 PCDH7 PCYOX1L PDE10A PDE11A PDE1A PDE1B PDE2A PDE5A PDE9A PDGFA PDGFB PDPK1 PDPN PECAM1 PF4 PF4V1 PFN1 PHACTR2 PHF21A PICK1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLA2G4A PLAT PLAU PLAUR PLCG1 PLCG2 PLEK PLG PPBP PPIA PPIL2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRCP PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PRKG1 PRKG2 PROC PROCR PROS1 PRTN3 PSAP PSG1 PSG11 PSG2 PSG3 PSG4 PSG5 PSG6 PSG7 PSG8 PSG9 PTGIR PTK2 PTPN1 PTPN11 PTPN6 QSOX1 RAB27B RAB5A RAC1 RAC2 RACGAP1 RAD51B RAD51C RAF1 RAP1A RAP1B RAPGEF3 RAPGEF4 RARRES2 RASGRP1 RASGRP2 RBSN RCOR1 RHOA RHOB RHOG S100A10 SCCPDH SCG3 SDC1 SDC2 SDC3 SDC4 SELE SELENOP SELL SELP SELPLG SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINB2 SERPINB6 SERPINB8 SERPINC1 SERPIND1 SERPINE1 SERPINE2 SERPINF2 SERPING1 SH2B1 SH2B2 SH2B3 SHC1 SIN3A SIRPA SIRPG SLC16A1 SLC16A3 SLC16A8 SLC3A2 SLC7A10 SLC7A11 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SOD1 SOS1 SPARC SPN SPP2 SRC SRGN SRI STIM1 STX4 STXBP2 STXBP3 SYK SYTL4 TAGLN2 TBXA2R TEK TEX264 TF TFPI TGFB1 TGFB2 TGFB3 THBD THBS1 THPO TIMP1 TIMP3 TLN1 TMSB4X TMX3 TNFRSF10A TNFRSF10B TNFRSF10D TOR4A TP53 TREM1 TRPC3 TRPC6 TRPC7 TSPAN7 TTN TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VAV1 VAV2 VAV3 VCL VEGFA VEGFB VEGFC VEGFD VPREB1 VPREB3 VPS45 VTI1B VWF WDR1 WEE1 YES1 YWHAZ ZFPM1 ZFPM2 REACTOME_HEPARAN_SULFATE_HEPARIN_HS_GAG_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HEPARAN_SULFATE_HEPARIN_HS_GAG_METABOLISM AGRN B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 BCAN BGN CSPG4 CSPG5 DCN EXT1 EXT2 GLB1 GLB1L GLB1L2 GLB1L3 GLCE GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GUSB HGSNAT HPSE HPSE2 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 IDS IDUA NAGLU NCAN NDST1 NDST2 NDST3 NDST4 SDC1 SDC2 SDC3 SDC4 SGSH SLC35D2 VCAN XYLT1 XYLT2 REACTOME_HIGHLY_CALCIUM_PERMEABLE_NICOTINIC_ACETYLCHOLINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIGHLY_CALCIUM_PERMEABLE_NICOTINIC_ACETYLCHOLINE_RECEPTORS CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNB2 CHRNB3 CHRNB4 REACTOME_HIGHLY_CALCIUM_PERMEABLE_POSTSYNAPTIC_NICOTINIC_ACETYLCHOLINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIGHLY_CALCIUM_PERMEABLE_POSTSYNAPTIC_NICOTINIC_ACETYLCHOLINE_RECEPTORS CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 REACTOME_HIGHLY_SODIUM_PERMEABLE_POSTSYNAPTIC_ACETYLCHOLINE_NICOTINIC_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIGHLY_SODIUM_PERMEABLE_POSTSYNAPTIC_ACETYLCHOLINE_NICOTINIC_RECEPTORS CHRNA3 CHRNA4 CHRNB2 CHRNB4 CHRND CHRNE CHRNG REACTOME_HISTIDINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HISTIDINE_CATABOLISM AMDHD1 CARNMT1 CARNS1 FTCD HAL HDC HNMT UROC1 REACTOME_HIV_ELONGATION_ARREST_AND_RECOVERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_ELONGATION_ARREST_AND_RECOVERY CCNK CCNT1 CCNT2 CDK9 CTDP1 ELL ELOA ELOA2 ELOB ELOC GTF2F1 GTF2F2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SSRP1 SUPT16H SUPT4H1 SUPT5H TCEA1 REACTOME_HIV_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_INFECTION AAAS AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOBEC3G ARF1 ATP6V1H B2M BANF1 BTRC CCNH CCNK CCNT1 CCNT2 CCR5 CD247 CD28 CD4 CD8B CDK7 CDK9 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CTDP1 CUL5 CXCR4 DOCK2 ELL ELMO1 ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 FEN1 FURIN FYN GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HCK HLA-A HMGA1 KPNA1 KPNB1 LCK LIG1 LIG4 MNAT1 MVB12A MVB12B NCBP1 NCBP2 NDC1 NEDD4L NELFA NELFB NELFCD NELFE NMT1 NMT2 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PACS1 PAK2 PDCD6IP POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIA PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RBX1 RCC1 RNGTT RNMT RPS27A SEC13 SEH1L SEM1 SKP1 SLC25A4 SLC25A5 SLC25A6 SSRP1 SUPT16H SUPT4H1 SUPT5H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 TPR TSG101 UBA52 UBAP1 UBB UBC VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 XPO1 XRCC4 XRCC5 XRCC6 REACTOME_HIV_LIFE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_LIFE_CYCLE AAAS BANF1 CCNH CCNK CCNT1 CCNT2 CCR5 CD4 CDK7 CDK9 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CTDP1 CXCR4 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 FEN1 FURIN GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HMGA1 KPNA1 LIG1 LIG4 MNAT1 MVB12A MVB12B NCBP1 NCBP2 NDC1 NEDD4L NELFA NELFB NELFCD NELFE NMT1 NMT2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PDCD6IP POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIA PSIP1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RCC1 RNGTT RNMT RPS27A SEC13 SEH1L SSRP1 SUPT16H SUPT4H1 SUPT5H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 TPR TSG101 UBA52 UBAP1 UBB UBC VPS28 VPS37A VPS37B VPS37C VPS37D VPS4A VPS4B VTA1 XPO1 XRCC4 XRCC5 XRCC6 REACTOME_HIV_TRANSCRIPTION_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_TRANSCRIPTION_ELONGATION CCNH CCNT1 CDK7 CDK9 CTDP1 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SSRP1 SUPT16H SUPT4H1 SUPT5H TCEA1 REACTOME_HIV_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HIV_TRANSCRIPTION_INITIATION CCNH CDK7 ERCC2 ERCC3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP REACTOME_HOMOLOGOUS_DNA_PAIRING_AND_STRAND_EXCHANGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HOMOLOGOUS_DNA_PAIRING_AND_STRAND_EXCHANGE ATM ATR ATRIP BARD1 BLM BRCA1 BRCA2 BRIP1 CHEK1 DNA2 EXO1 HUS1 KAT5 MRE11 NBN PALB2 RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 SEM1 TOP3A TOPBP1 WRN XRCC2 XRCC3 REACTOME_HOMOLOGY_DIRECTED_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HOMOLOGY_DIRECTED_REPAIR ABL1 ABRAXAS1 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCA2 BRCC3 BRIP1 CCNA1 CCNA2 CDK2 CHEK1 CLSPN DNA2 EME1 EME2 ERCC1 ERCC4 EXO1 FEN1 FIGNL1 FIRRM GEN1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 LIG3 MDC1 MRE11 MUS81 NBN NSD2 PALB2 PARP1 PARP2 PCNA PIAS4 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK POLQ PPP4C PPP4R2 RAD1 RAD17 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RAD52 RAD9A RAD9B RBBP8 RFC1 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF4 RNF8 RPA1 RPA2 RPA3 RPS27A RTEL1 SEM1 SIRT6 SLX1A SLX1B SLX4 SPIDR SUMO2 TIMELESS TIPIN TOP3A TOPBP1 TP53BP1 UBA52 UBB UBC UBE2I UBE2N UBE2V2 UIMC1 WRN XRCC1 XRCC2 XRCC3 REACTOME_HORMONE_LIGAND_BINDING_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HORMONE_LIGAND_BINDING_RECEPTORS CGA FSHB FSHR GNRH1 GNRH2 GNRHR GPHA2 GPHB5 LHB LHCGR TSHB TSHR REACTOME_HOST_INTERACTIONS_OF_HIV_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HOST_INTERACTIONS_OF_HIV_FACTORS AAAS AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOBEC3G ARF1 ATP6V1H B2M BANF1 BTRC CCNT1 CD247 CD28 CD4 CD8B CDK9 CUL5 DOCK2 ELMO1 ELOB ELOC FYN HCK HLA-A HMGA1 KPNA1 KPNB1 LCK NDC1 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PACS1 PAK2 POM121 POM121C PPIA PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RBX1 RCC1 RPS27A SEC13 SEH1L SEM1 SKP1 SLC25A4 SLC25A5 SLC25A6 TPR UBA52 UBB UBC XPO1 REACTOME_HSF1_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HSF1_ACTIVATION COL4A6 CRYBA4 DEDD2 DNAJB1 DNAJB6 EEF1A1 FKBP4 GML HDAC6 HSBP1 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA6 HSPB1 HSPB2 HSPH1 MRPL18 PTGES3 RLN1 RPA1 RPA2 RPA3 SERPINH1 TNFRSF21 UBB VCP YWHAE REACTOME_HSF1_DEPENDENT_TRANSACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HSF1_DEPENDENT_TRANSACTIVATION AKT1S1 CAMK2A CAMK2B CAMK2D CAMK2G COL4A6 CREBBP CRYAB CRYBA4 DEDD2 DNAJB1 DNAJB6 EP300 FKBP4 GML HSBP1 HSF1 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 HSPB1 HSPB2 HSPB8 HSPH1 MLST8 MRPL18 MTOR PTGES3 RLN1 RPTOR SERPINH1 TNFRSF21 UBB REACTOME_HSP90_CHAPERONE_CYCLE_FOR_STEROID_HORMONE_RECEPTORS_SHR_IN_THE_PRESENCE_OF_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HSP90_CHAPERONE_CYCLE_FOR_STEROID_HORMONE_RECEPTORS_SHR_IN_THE_PRESENCE_OF_LIGAND ACTR10 ACTR1A AR CAPZA1 CAPZA2 CAPZA3 CAPZB DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNAJA1 DNAJA2 DNAJA4 DNAJB1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 FKBP4 FKBP5 HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 NR3C1 NR3C2 PGR PTGES3 STIP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_HS_GAG_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HS_GAG_BIOSYNTHESIS AGRN EXT1 EXT2 GLCE GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 NDST1 NDST2 NDST3 NDST4 SDC1 SDC2 SDC3 SDC4 SLC35D2 REACTOME_HS_GAG_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HS_GAG_DEGRADATION AGRN GLB1 GLB1L GLB1L2 GLB1L3 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GUSB HGSNAT HPSE HPSE2 HSPG2 IDS IDUA NAGLU SDC1 SDC2 SDC3 SDC4 SGSH REACTOME_HUR_ELAVL1_BINDS_AND_STABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HUR_ELAVL1_BINDS_AND_STABILIZES_MRNA ANP32A ELAVL1 NUP214 PRKCA PRKCD SET TNFSF13 XPO1 REACTOME_HYALURONAN_BIOSYNTHESIS_AND_EXPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HYALURONAN_BIOSYNTHESIS_AND_EXPORT ABCC5 CEMIP HAS1 HAS2 HAS3 REACTOME_HYALURONAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HYALURONAN_METABOLISM ABCC5 CD44 CEMIP CHP1 GUSB HAS1 HAS2 HAS3 HEXA HEXB HMMR HYAL1 HYAL2 HYAL3 LYVE1 SLC9A1 STAB2 REACTOME_HYALURONAN_UPTAKE_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HYALURONAN_UPTAKE_AND_DEGRADATION CD44 CHP1 GUSB HEXA HEXB HMMR HYAL1 HYAL2 HYAL3 LYVE1 SLC9A1 STAB2 REACTOME_HYDROLYSIS_OF_LPC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_HYDROLYSIS_OF_LPC GPCPD1 PLA2G15 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLBD1 REACTOME_IFNG_SIGNALING_ACTIVATES_MAPKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IFNG_SIGNALING_ACTIVATES_MAPKS IFNG IFNGR1 IFNGR2 JAK1 JAK2 MAPK1 MAPK3 RAF1 REACTOME_IKBA_VARIANT_LEADS_TO_EDA_ID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IKBA_VARIANT_LEADS_TO_EDA_ID CHUK IKBKB IKBKG NFKB1 NFKB2 NFKBIA RELA REACTOME_IKK_COMPLEX_RECRUITMENT_MEDIATED_BY_RIP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IKK_COMPLEX_RECRUITMENT_MEDIATED_BY_RIP1 BIRC2 BIRC3 CD14 CHUK IKBKB IKBKG LY96 RIPK1 RIPK3 RPS27A SARM1 TICAM1 TICAM2 TLR4 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2N UBE2V1 REACTOME_IL_6_TYPE_CYTOKINE_RECEPTOR_LIGAND_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IL_6_TYPE_CYTOKINE_RECEPTOR_LIGAND_INTERACTIONS CLCF1 CNTF CNTFR CRLF1 CTF1 IL11 IL11RA IL31 IL31RA IL6ST JAK1 JAK2 LIF LIFR OSM OSMR TYK2 REACTOME_IMMUNOREGULATORY_INTERACTIONS_BETWEEN_A_LYMPHOID_AND_A_NON_LYMPHOID_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IMMUNOREGULATORY_INTERACTIONS_BETWEEN_A_LYMPHOID_AND_A_NON_LYMPHOID_CELL B2M C3 CD160 CD19 CD1A CD1B CD1C CD1D CD200 CD200R1 CD22 CD226 CD247 CD300A CD300C CD300E CD300LB CD300LD CD300LF CD300LG CD33 CD34 CD3D CD3E CD3G CD40 CD40LG CD81 CD8A CD8B CD96 CD99 CDH1 CLEC2B CLEC2D CLEC4G COL17A1 COL1A1 COL1A2 COL2A1 COL3A1 COLEC12 CRTAM CXADR FCGR1A FCGR2B FCGR3A HCST HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 IFITM1 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITGA4 ITGAL ITGB1 ITGB2 ITGB7 JAML KIR2DL1 KIR2DL3 KIR2DL4 KIR2DS1 KIR2DS2 KIR3DL1 KIR3DL2 KLRB1 KLRC1 KLRD1 KLRF1 KLRG1 KLRK1 LAIR1 LAIR2 LILRA1 LILRA2 LILRA3 LILRA4 LILRA5 LILRA6 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 MADCAM1 MICA MICB NCR1 NCR2 NCR3 NCR3LG1 NECTIN2 NPDC1 OSCAR PIANP PILRA PILRB PVR RAET1E SELL SFTPD SH2D1A SH2D1B SIGLEC1 SIGLEC10 SIGLEC11 SIGLEC12 SIGLEC5 SIGLEC6 SIGLEC7 SIGLEC8 SIGLEC9 SLAMF6 SLAMF7 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 TREM1 TREM2 TREML1 TREML2 TREML4 TYROBP ULBP1 ULBP3 VCAM1 REACTOME_INACTIVATION_OF_CDC42_AND_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INACTIVATION_OF_CDC42_AND_RAC1 ARHGAP39 CDC42 RAC1 ROBO1 SLIT2 SRGAP1 SRGAP2 SRGAP3 REACTOME_INACTIVATION_OF_CSF3_G_CSF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INACTIVATION_OF_CSF3_G_CSF_SIGNALING CSF3 CSF3R CUL5 ELOB ELOC HCK JAK1 JAK2 LYN RNF7 RPS27A SOCS1 SOCS3 STAT1 STAT3 STAT5A STAT5B SYK TYK2 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 REACTOME_INCRETIN_SYNTHESIS_SECRETION_AND_INACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INCRETIN_SYNTHESIS_SECRETION_AND_INACTIVATION CDX2 CTNNB1 DPP4 FFAR1 FFAR4 GATA4 GCG GIP GNAT3 GNB1 GNB3 GNG13 GPR119 GRP ISL1 LEP PAX6 PCSK1 SEC11A SEC11C SPCS1 SPCS2 SPCS3 TCF7L2 REACTOME_INDUCTION_OF_CELL_CELL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INDUCTION_OF_CELL_CELL_FUSION ACE2 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 FURIN TMPRSS2 REACTOME_INFECTION_WITH_MYCOBACTERIUM_TUBERCULOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INFECTION_WITH_MYCOBACTERIUM_TUBERCULOSIS ATP6V1H B2M CORO1A CTSG DUSP16 ENO1 GSK3A HGS KPNA1 KPNB1 LTF MAPK1 MAPK3 MRC1 NOS2 PGK1 RAB5A RAB7A RNF213 RPS27A SFPQ TLR2 TRIM27 UBA52 UBB UBC VPS33B REACTOME_INFECTIOUS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INFECTIOUS_DISEASE AAAS ABI1 ABI2 ABL1 ACE2 ACTB ACTG1 ACTR2 ACTR3 ADAM17 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2B AGRN AHCYL1 AKT1 AKT2 AKT3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ANTXR1 ANTXR2 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOBEC3G APP ARF1 ARID4A ARID4B ARIH1 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATG14 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP6V1H B2M BAIAP2 BANF1 BCAP31 BCL2L1 BECN1 BLNK BRD4 BRK1 BRMS1 BST2 BTK BTRC C3 C3AR1 CALM1 CALR CANX CASP1 CAV1 CBL CBLL1 CBX1 CCNC CCNH CCNK CCNT1 CCNT2 CCR5 CD14 CD163 CD209 CD247 CD28 CD3G CD4 CD79A CD79B CD8B CD9 CDC42 CDH1 CDK19 CDK7 CDK8 CDK9 CEBPD CHD3 CHD4 CHMP1A CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHUK CLEC4M CLTA CLTC CNBP COMT CORO1A CPSF4 CRB3 CRBN CREB1 CREBBP CRK CSNK1A1 CSNK2A1 CSNK2A2 CSNK2B CTDP1 CTNNB1 CTNND1 CTSG CTSL CUL3 CUL5 CX3CR1 CXCR4 CYBA CYFIP1 CYFIP2 CYSLTR1 CYSLTR2 DAD1 DAXX DDOST DDX20 DDX5 DNAJC3 DOCK1 DOCK2 DPEP1 DPEP2 DPEP3 DUSP16 DVL1 DVL2 DVL3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EDEM2 EED EEF1A1 EEF2 EGFR EIF2AK2 ELK1 ELL ELMO1 ELMO2 ELOA ELOA2 ELOB ELOC ENO1 ENTPD1 ENTPD5 EP300 EPS15 ERCC2 ERCC3 EZH2 FAU FCGR1A FCGR2A FCGR3A FEN1 FGR FKBP1A FKBP4 FNTA FNTB FURIN FUT8 FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 FYN FZD7 G3BP1 G3BP2 GALNT1 GANAB GATAD2A GATAD2B GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GGT1 GGT5 GJA1 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GOLGA7 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPS2 GRB2 GRSF1 GSDMD GSK3A GSK3B GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 GUCY2C H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAVCR1 HBEGF HCK HDAC1 HDAC2 HDAC3 HERC5 HGS HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMG20B HMGA1 HMOX1 HNRNPA1 HNRNPK HSP90AA1 HSP90AB1 HSPA1A HSPA8 HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNGR1 IFNGR2 IGF1R IGHD IGHG1 IGHG2 IGHG4 IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKE IKBKG IL10 IL17A IL17F IL17RA IL17RC IL18 IL1A IL1B IL1R1 IL6 IL6R IMPDH1 IMPDH2 IPO5 IRAK1 IRAK2 IRF3 IRF7 ISCU ISG15 ITCH ITGA4 ITGB1 ITPR1 ITPR2 ITPR3 JAK1 JAK2 JAK3 JUN KDM1A KEAP1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 LARP1 LCK LIG1 LIG4 LTF LY96 LYN MAGT1 MAN1B1 MAN2A1 MAP1B MAP1LC3B MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MASP1 MASP2 MAVS MBD3 MBL2 MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MEFV MET MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MNAT1 MOGS MRC1 MTA1 MTA2 MTA3 MVB12A MVB12B MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B NCBP1 NCBP2 NCK1 NCKAP1 NCKAP1L NCKIPSD NCL NCOR1 NCOR2 NDC1 NEDD4L NELFA NELFB NELFCD NELFE NFE2L2 NFKB1 NFKB2 NFKBIA NHERF4 NLRP12 NLRP3 NMI NMT1 NMT2 NOD1 NOD2 NOS2 NOX1 NOXA1 NOXO1 NPIPB3 NPM1 NR3C1 NRP1 NT5E NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OAS2 P2RX4 P2RX7 PABPN1 PACS1 PAK2 PALS1 PARP1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PATJ PCBP2 PDCD1 PDCD6IP PDPK1 PGK1 PHF21A PIK3C3 PIK3R4 PKLR PLCG1 PLCG2 PLK2 PML POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIA PPIB PPIG PPIH PPP1CA PPP1CB PPP1CC PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCSH PRKX PRMT1 PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSTPIP1 PTGES3 PTK2 PTPN11 PTPN6 PYCARD RAB5A RAB5B RAB5C RAB7A RAC1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RB1 RBBP4 RBBP7 RBX1 RCAN3 RCC1 RCOR1 RELA REST RHBDF2 RIGI RIPK1 RIPK2 RIPK3 RNF135 RNF213 RNGTT RNMT ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 S1PR1 SAP18 SAP30 SAP30L SAR1B SDC1 SDC2 SDC3 SDC4 SEC11A SEC11C SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SEM1 SERPINE1 SFN SFPQ SFTPD SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SIGMAR1 SIKE1 SKP1 SLC25A4 SLC25A5 SLC25A6 SMAD3 SMAD4 SMN1 SMN2 SNAP25 SNF8 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SOS1 SP1 SPCS1 SPCS2 SPCS3 SRC SRPK1 SRPK2 SSRP1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAM STAM2 STAT1 STAT2 STING1 STT3A STX1A STX1B SUDS3 SUGT1 SUMO1 SUPT16H SUPT4H1 SUPT5H SUZ12 SV2A SV2B SV2C SYK SYT1 SYT2 TAB1 TAB2 TAB3 TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBK1 TBL1X TBL1XR1 TBP TCEA1 TGFB1 TJP1 TKFC TLR1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMPRSS2 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM27 TRIM28 TRIM4 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUFM TUSC3 TXN TXNIP TXNRD1 TYK2 UBA52 UBAP1 UBB UBC UBE2I UBE2L6 UBE2N UBE2V1 UVRAG VAMP1 VAMP2 VAV1 VAV2 VAV3 VCP VEGFA VHL VPS11 VPS16 VPS18 VPS25 VPS28 VPS33A VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VTA1 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 WNT5A XPO1 XRCC4 XRCC5 XRCC6 YES1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBP1 ZCRB1 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_INFLAMMASOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INFLAMMASOMES AIM2 APP BCL2 BCL2L1 CASP1 HMOX1 HSP90AB1 MEFV NFKB1 NFKB2 NLRC4 NLRP1 NLRP3 P2RX7 PANX1 PSTPIP1 PYCARD RELA SUGT1 TXN TXNIP REACTOME_INFLUENZA_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INFLUENZA_INFECTION AAAS CALR CANX CLTA CLTC CPSF4 DNAJC3 EIF2AK2 FAU GRSF1 GTF2F1 GTF2F2 HSP90AA1 HSPA1A IPO5 ISG15 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PABPN1 PARP1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C RAE1 RAN RANBP2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SEC13 SEH1L SLC25A6 TGFB1 TPR UBA52 XPO1 REACTOME_INHIBITION_OF_DNA_RECOMBINATION_AT_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INHIBITION_OF_DNA_RECOMBINATION_AT_TELOMERE ACD ATRX DAXX H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POT1 TERF1 TERF2 TERF2IP TINF2 REACTOME_INHIBITION_OF_REPLICATION_INITIATION_OF_DAMAGED_DNA_BY_RB1_E2F1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INHIBITION_OF_REPLICATION_INITIATION_OF_DAMAGED_DNA_BY_RB1_E2F1 E2F1 POLA1 POLA2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R3B PRIM1 PRIM2 RB1 TFDP1 TFDP2 REACTOME_INHIBITION_OF_THE_PROTEOLYTIC_ACTIVITY_OF_APC_C_REQUIRED_FOR_THE_ONSET_OF_ANAPHASE_BY_MITOTIC_SPINDLE_CHECKPOINT_COMPONENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INHIBITION_OF_THE_PROTEOLYTIC_ACTIVITY_OF_APC_C_REQUIRED_FOR_THE_ONSET_OF_ANAPHASE_BY_MITOTIC_SPINDLE_CHECKPOINT_COMPONENTS ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 MAD2L1 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_INITIAL_TRIGGERING_OF_COMPLEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INITIAL_TRIGGERING_OF_COMPLEMENT C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C4B_2 CFB CFD CFP COLEC10 COLEC11 CRP FCN1 FCN2 FCN3 GZMM IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 MASP1 MASP2 MBL2 REACTOME_INITIATION_OF_NUCLEAR_ENVELOPE_NE_REFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INITIATION_OF_NUCLEAR_ENVELOPE_NE_REFORMATION ANKLE2 BANF1 CCNB1 CCNB2 CDK1 EMD KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 PPP2CA PPP2R1A PPP2R2A SIRT2 TMPO VRK1 VRK2 REACTOME_INLA_MEDIATED_ENTRY_OF_LISTERIA_MONOCYTOGENES_INTO_HOST_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INLA_MEDIATED_ENTRY_OF_LISTERIA_MONOCYTOGENES_INTO_HOST_CELLS CBLL1 CDH1 CTNNB1 CTNND1 RPS27A SRC UBA52 UBB UBC REACTOME_INLB_MEDIATED_ENTRY_OF_LISTERIA_MONOCYTOGENES_INTO_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INLB_MEDIATED_ENTRY_OF_LISTERIA_MONOCYTOGENES_INTO_HOST_CELL CBL EPS15 GRB2 HGS MET RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 STAM STAM2 UBA52 UBB UBC REACTOME_INNATE_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INNATE_IMMUNE_SYSTEM A1BG AAMP ABCA13 ABI1 ABI2 ABL1 ACAA1 ACLY ACP3 ACTB ACTG1 ACTR10 ACTR1B ACTR2 ACTR3 ADA2 ADAM10 ADAM8 ADGRE3 ADGRE5 ADGRG3 AGA AGER AGL AGPAT2 AHCYL1 AHSG AIM2 ALAD ALDH3B1 ALDOA ALDOC ALOX5 ALPK1 AMPD3 ANO6 ANPEP ANXA2 AOC1 AP1M1 AP2A2 APAF1 APEH APOB APP APRT ARG1 ARHGAP45 ARHGAP9 ARL8A ARMC8 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARSA ARSB ART1 ASAH1 ATAD3B ATF1 ATF2 ATG12 ATG5 ATG7 ATOX1 ATP11A ATP11B ATP6AP2 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP8A1 ATP8B4 AZU1 B2M B4GALT1 BAIAP2 BCL10 BCL2 BCL2L1 BIN2 BIRC2 BIRC3 BPI BPIFA1 BPIFA2 BPIFB1 BPIFB2 BPIFB4 BPIFB6 BRI3 BRK1 BST1 BST2 BTK BTRC C1QA C1QB C1QC C1R C1S C1orf35 C2 C3 C3AR1 C4A C4B C4BPA C4BPB C4B_2 C5 C5AR1 C5AR2 C6 C6orf120 C7 C8A C8B C8G C9 CAB39 CALM1 CALML5 CAMP CAND1 CANT1 CAP1 CAPN1 CAPZA1 CAPZA2 CARD11 CARD9 CASP1 CASP10 CASP2 CASP4 CASP8 CASP9 CAT CCL17 CCL22 CCR2 CCR6 CCT2 CCT8 CD14 CD177 CD180 CD19 CD209 CD247 CD300A CD300E CD300LB CD33 CD36 CD3G CD4 CD44 CD46 CD47 CD53 CD55 CD58 CD59 CD63 CD68 CD81 CD93 CDA CDC34 CDC42 CDK13 CEACAM1 CEACAM3 CEACAM6 CEACAM8 CEP290 CFB CFD CFH CFHR1 CFHR2 CFHR3 CFHR4 CFHR5 CFI CFL1 CFP CGAS CHGA CHI3L1 CHIT1 CHRNB4 CHUK CKAP4 CLEC10A CLEC12A CLEC4A CLEC4C CLEC4D CLEC4E CLEC5A CLEC6A CLEC7A CLU CMTM6 CNN2 CNPY3 COLEC10 COLEC11 COMMD3 COMMD9 COPB1 COTL1 CPB2 CPN1 CPN2 CPNE1 CPNE3 CPPED1 CR1 CR2 CRACR2A CRCP CREB1 CREBBP CREG1 CRISP3 CRISPLD2 CRK CRP CSNK2B CST3 CSTB CTNNB1 CTSA CTSB CTSC CTSD CTSG CTSH CTSK CTSL CTSS CTSV CTSZ CUL1 CXCL1 CXCR1 CXCR2 CYB5R3 CYBA CYBB CYFIP1 CYFIP2 CYLD CYSTM1 DBNL DCD DDOST DDX3X DDX41 DEFA1 DEFA1B DEFA3 DEFA4 DEFA5 DEFA6 DEFB1 DEFB103A DEFB103B DEFB104A DEFB104B DEFB105A DEFB105B DEFB106A DEFB106B DEFB107A DEFB107B DEFB108B DEFB109B DEFB110 DEFB112 DEFB113 DEFB114 DEFB115 DEFB116 DEFB118 DEFB119 DEFB121 DEFB123 DEFB124 DEFB125 DEFB126 DEFB127 DEFB128 DEFB129 DEFB130A DEFB130B DEFB131A DEFB132 DEFB133 DEFB134 DEFB135 DEFB136 DEFB4A DEFB4B DEGS1 DERA DGAT1 DHX36 DHX58 DHX9 DIAPH1 DNAJC13 DNAJC3 DNAJC5 DNASE1L1 DNM1 DNM2 DNM3 DOCK1 DOCK2 DOK3 DPP7 DSC1 DSG1 DSN1 DSP DTX4 DUSP3 DUSP4 DUSP6 DUSP7 DYNC1H1 DYNC1LI1 DYNLL1 DYNLT1 ECSIT EEA1 EEF1A1 EEF2 ELANE ELK1 ELMO1 ELMO2 ENPP4 ENSG00000284217 EP300 EPPIN EPPIN-WFDC6 EPX ERP44 F2 FABP5 FADD FAF2 FBXW11 FCAR FCER1A FCER1G FCGR1A FCGR2A FCGR3A FCGR3B FCN1 FCN2 FCN3 FGA FGB FGG FGL2 FGR FLG2 FOLR3 FOS FPR1 FPR2 FRK FRMPD3 FTH1 FTL FUCA1 FUCA2 FYN GAA GAB2 GALNS GCA GDI2 GGH GHDC GLA GLB1 GLIPR1 GM2A GMFG GNLY GNS GOLGA7 GPI GPR84 GRAP2 GRB2 GRN GSDMD GSDME GSN GSTP1 GUSB GYG1 GZMM HBB HCK HEBP2 HERC5 HEXB HGSNAT HK3 HLA-B HLA-C HLA-E HMGB1 HMOX1 HMOX2 HP HPSE HRAS HRNR HSP90AA1 HSP90AB1 HSP90B1 HSPA1A HSPA1B HSPA6 HSPA8 HTN1 HTN3 HUWE1 HVCN1 ICAM2 ICAM3 IDH1 IFI16 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IGF2R IGHE IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBIP IKBKB IKBKE IKBKG IL1B ILF2 IMPDH1 IMPDH2 IQGAP1 IQGAP2 IRAG2 IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF5 IRF7 ISG15 IST1 ITCH ITGAL ITGAM ITGAV ITGAX ITGB2 ITK ITLN1 ITPR1 ITPR2 ITPR3 JUN JUP KCMF1 KCNAB2 KIR2DL5A KIR2DS1 KIR2DS2 KIR2DS4 KIR2DS5 KIR3DS1 KLRC2 KLRD1 KLRK1 KPNB1 KRAS KRT1 LAIR1 LAMP1 LAMP2 LAMTOR1 LAMTOR2 LAMTOR3 LAT LAT2 LBP LCK LCN2 LCP2 LEAP2 LGALS3 LGMN LILRA3 LILRB2 LILRB3 LIMK1 LPCAT1 LPO LRG1 LRRC14 LRRC7 LRRFIP1 LTA4H LTF LY86 LY96 LYN LYZ MAGT1 MALT1 MAN2B1 MANBA MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MASP1 MASP2 MAVS MBL2 MCEMP1 MEF2A MEF2C MEFV MGAM MGST1 MIF MLEC MME MMP25 MMP8 MMP9 MNDA MOSPD2 MPO MRE11 MS4A2 MS4A3 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 MVP MYD88 MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B N4BP1 NAPRT NBEAL2 NCF1 NCF2 NCF4 NCK1 NCKAP1 NCKAP1L NCKIPSD NCR2 NCSTN NDUFC2 NEU1 NF2 NFAM1 NFASC NFATC1 NFATC2 NFATC3 NFKB1 NFKB2 NFKBIA NFKBIB NHLRC3 NIT2 NKIRAS1 NKIRAS2 NLRC3 NLRC4 NLRC5 NLRP1 NLRP3 NLRP4 NLRX1 NME2 NOD1 NOD2 NOS1 NOS2 NOS3 NPC2 NRAS OLFM4 OLR1 OPTN ORM1 ORM2 ORMDL3 OSCAR OSTF1 OTUD5 P2RX1 P2RX7 PA2G4 PADI2 PAFAH1B2 PAK1 PAK2 PAK3 PANX1 PCBP2 PDAP1 PDPK1 PDXK PDZD11 PECAM1 PELI1 PELI2 PELI3 PFKL PGAM1 PGLYRP1 PGLYRP2 PGLYRP3 PGLYRP4 PGM1 PGM2 PGRMC1 PI3 PIGR PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PIN1 PKM PKP1 PLA2G2A PLA2G6 PLAC8 PLAU PLAUR PLCG1 PLCG2 PLD1 PLD2 PLD3 PLD4 PLEKHO2 PLPP4 PLPP5 PNP POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K PPBP PPIA PPIE PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3R1 PRCP PRDX4 PRDX6 PRG2 PRG3 PRKACA PRKACB PRKACG PRKCD PRKCE PRKCQ PRKCSH PRKDC PROS1 PRSS2 PRSS3 PRTN3 PSAP PSEN1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSTPIP1 PTAFR PTGES2 PTK2 PTPN11 PTPN4 PTPN6 PTPRB PTPRC PTPRJ PTPRN2 PTX3 PYCARD PYGB PYGL QPCT QSOX1 RAB10 RAB14 RAB18 RAB24 RAB27A RAB31 RAB37 RAB3A RAB3D RAB44 RAB4B RAB5B RAB5C RAB6A RAB7A RAB9B RAC1 RAC2 RAF1 RAP1A RAP1B RAP2B RAP2C RASGRP1 RASGRP2 RASGRP4 RBSN REG3A REG3G RELA RELB RETN RHOA RHOF RHOG RIGI RIPK1 RIPK2 RIPK3 RNASE2 RNASE3 RNASE6 RNASE7 RNASE8 RNASET2 RNF125 RNF135 RNF216 ROCK1 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A1 S100A11 S100A12 S100A7 S100A7A S100A8 S100A9 S100B S100P SAA1 SARM1 SCAMP1 SDCBP SELL SEM1 SEMG1 SERPINA1 SERPINA3 SERPINB1 SERPINB10 SERPINB12 SERPINB3 SERPINB6 SERPING1 SFTPA1 SFTPA2 SFTPD SHC1 SIGIRR SIGLEC14 SIGLEC15 SIGLEC5 SIGLEC9 SIKE1 SIRPA SIRPB1 SKP1 SLC11A1 SLC15A4 SLC27A2 SLC2A3 SLC2A5 SLC44A2 SLCO4C1 SLPI SNAP23 SNAP25 SNAP29 SOCS1 SOS1 SPTAN1 SRC SRP14 STAT6 STBD1 STING1 STK10 STK11IP STOM SUGT1 SURF4 SVIP SYK SYNGR1 TAB1 TAB2 TAB3 TANK TARM1 TASL TAX1BP1 TBC1D10C TBK1 TCIRG1 TCN1 TEC TICAM1 TICAM2 TIFA TIMP2 TIRAP TKFC TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TMBIM1 TMC6 TMEM179B TMEM30A TMEM63A TMT1A TNFAIP3 TNFAIP6 TNFRSF1B TNIP2 TOLLIP TOM1 TOMM70 TP53 TRAF2 TRAF3 TRAF6 TRAPPC1 TREM1 TREM2 TREX1 TRIM21 TRIM25 TRIM32 TRIM4 TRIM56 TRPM2 TSPAN14 TTR TUBB TUBB4B TXK TXN TXNDC5 TXNIP TYROBP UBA3 UBA52 UBA7 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2K UBE2L6 UBE2M UBE2N UBE2V1 UBR4 UNC13D UNC93B1 USP14 USP18 VAMP8 VAPA VAT1 VAV1 VAV2 VAV3 VCL VCP VNN1 VPS35L VRK3 VTN WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 XRCC5 XRCC6 YES1 YPEL5 ZBP1 REACTOME_INOSITOL_PHOSPHATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INOSITOL_PHOSPHATE_METABOLISM CALM1 IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5D INPP5J INPPL1 IP6K1 IP6K2 IP6K3 IPMK IPPK ISYNA1 ITPK1 ITPKA ITPKB ITPKC MINPP1 MIOX MTMR7 MTMR9 NUDT10 NUDT11 NUDT3 NUDT4 OCRL PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PLD4 PPIP5K1 PPIP5K2 PTEN SYNJ1 REACTOME_INSERTION_OF_TAIL_ANCHORED_PROTEINS_INTO_THE_ENDOPLASMIC_RETICULUM_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INSERTION_OF_TAIL_ANCHORED_PROTEINS_INTO_THE_ENDOPLASMIC_RETICULUM_MEMBRANE ALDH3A2 APP BAG6 CAMLG CYB5A EMD GET1 GET3 GET4 HMOX1 OTOF PRNP SEC61B SEC61G SERP1 SGTA STX1A STX5 UBE2J2 UBL4A VAMP2 VAPA REACTOME_INSULIN_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INSULIN_PROCESSING CLTRN CPE ERO1B EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 INS KIF5A KIF5B KIF5C MYO5A MYRIP P4HB PCSK1 PCSK2 RAB27A SLC30A5 SLC30A8 STX1A VAMP2 REACTOME_INSULIN_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INSULIN_RECEPTOR_RECYCLING ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CTSD IDE INS INSR PTPN1 PTPRF TCIRG1 REACTOME_INSULIN_RECEPTOR_SIGNALLING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INSULIN_RECEPTOR_SIGNALLING_CASCADE AKT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 GAB1 GAB2 GRB10 GRB2 HRAS INS INSR IRS1 IRS2 KL KLB KRAS MAPK1 MAPK3 NRAS PDE3B PDPK1 PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PTPN11 SHC1 SOS1 THEM4 TLR9 TRIB3 REACTOME_INTEGRATION_OF_ENERGY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTEGRATION_OF_ENERGY_METABOLISM ABCC8 ACACA ACACB ACLY ACSL3 ACSL4 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADIPOQ ADIPOR1 ADIPOR2 ADRA2A ADRA2C AGPAT1 AHCYL1 AKAP5 CACNA1A CACNA1C CACNA1D CACNA1E CACNA2D2 CACNB2 CACNB3 CD36 CHRM3 FASN FFAR1 GCG GCGR GLP1R GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAQ GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 INS IQGAP1 ITPR1 ITPR2 ITPR3 KCNB1 KCNC2 KCNG2 KCNJ11 KCNS3 MARCKS MLX MLXIPL PFKFB1 PKLR PLCB1 PLCB2 PLCB3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKAA2 PRKAB2 PRKACA PRKACB PRKACG PRKAG2 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA RAP1A RAPGEF3 RAPGEF4 SLC2A1 SLC2A2 SNAP25 STK11 STX1A STXBP1 SYT5 TALDO1 TKT VAMP2 REACTOME_INTEGRATION_OF_PROVIRUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTEGRATION_OF_PROVIRUS BANF1 HMGA1 KPNA1 LIG4 PPIA PSIP1 XRCC4 XRCC5 XRCC6 REACTOME_INTEGRIN_CELL_SURFACE_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTEGRIN_CELL_SURFACE_INTERACTIONS AGRN BSG CD44 CD47 CDH1 COL10A1 COL13A1 COL16A1 COL18A1 COL1A1 COL1A2 COL23A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL7A1 COL8A1 COL8A2 COL9A1 COL9A2 COL9A3 COMP F11R FBN1 FGA FGB FGG FN1 HSPG2 IBSP ICAM1 ICAM2 ICAM3 ICAM4 ICAM5 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB5 ITGB6 ITGB7 ITGB8 JAM2 JAM3 KDR LUM MADCAM1 PECAM1 SPP1 THBS1 TNC VCAM1 VTN VWF REACTOME_INTEGRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTEGRIN_SIGNALING AKT1 APBB1IP BCAR1 CRK CSK FGA FGB FGG FN1 GRB2 ITGA2B ITGB3 PDPK1 PTK2 PTPN1 RAP1A RAP1B RAPGEF3 RAPGEF4 RASGRP1 RASGRP2 SHC1 SOS1 SRC SYK TLN1 VWF REACTOME_INTERACTIONS_OF_REV_WITH_HOST_CELLULAR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERACTIONS_OF_REV_WITH_HOST_CELLULAR_PROTEINS AAAS KPNB1 NDC1 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RAN RANBP1 RANBP2 RANGAP1 RCC1 SEC13 SEH1L TPR XPO1 REACTOME_INTERACTIONS_OF_VPR_WITH_HOST_CELLULAR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERACTIONS_OF_VPR_WITH_HOST_CELLULAR_PROTEINS AAAS BANF1 HMGA1 KPNA1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C PSIP1 RAE1 RANBP2 SEC13 SEH1L SLC25A4 SLC25A5 SLC25A6 TPR REACTOME_INTERACTION_BETWEEN_L1_AND_ANKYRINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERACTION_BETWEEN_L1_AND_ANKYRINS ACTB ACTG1 ANK1 ANK2 ANK3 KCNQ2 KCNQ3 L1CAM NFASC NRCAM SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 REACTOME_INTERACTION_WITH_CUMULUS_CELLS_AND_THE_ZONA_PELLUCIDA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERACTION_WITH_CUMULUS_CELLS_AND_THE_ZONA_PELLUCIDA ADAM2 ADAM20 ADAM21 ADAM30 B4GALT1 OVGP1 SPAM1 ZP1 ZP2 ZP3 ZP4 REACTOME_INTERCONVERSION_OF_NUCLEOTIDE_DI_AND_TRIPHOSPHATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERCONVERSION_OF_NUCLEOTIDE_DI_AND_TRIPHOSPHATES AK1 AK2 AK4 AK5 AK6 AK7 AK8 AK9 CMPK1 CTPS1 CTPS2 DCTD DCTPP1 DTYMK DUT GLRX GSR GUK1 NME1 NME2 NME3 NME4 NUDT13 RRM1 RRM2 RRM2B TXN TXNRD1 TYMS REACTOME_INTERFERON_ALPHA_BETA_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERFERON_ALPHA_BETA_SIGNALING ABCE1 ADAR BST2 EGR1 EIF2AK2 GBP2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HLA-H IFI27 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IP6K2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 ISG15 ISG20 JAK1 KPNA1 KPNB1 MX1 MX2 OAS1 OAS2 OAS3 OASL PSMB8 PTPN1 PTPN11 PTPN6 RNASEL RPS27A RSAD2 SAMHD1 SOCS1 SOCS3 STAT1 STAT2 TYK2 UBA52 UBB UBC USP18 XAF1 REACTOME_INTERFERON_GAMMA_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERFERON_GAMMA_SIGNALING B2M CAMK2A CAMK2B CAMK2D CAMK2G CD44 CIITA FCGR1A FCGR1BP GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H ICAM1 IFI30 IFNG IFNGR1 IFNGR2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 JAK1 JAK2 MAPK1 MAPK3 MID1 MT2A NCAM1 OAS1 OAS2 OAS3 OASL PIAS1 PML PRKCD PTAFR PTPN1 PTPN11 PTPN2 PTPN6 RAF1 SMAD7 SOCS1 SOCS3 SP100 STAT1 SUMO1 TRIM10 TRIM14 TRIM17 TRIM2 TRIM21 TRIM22 TRIM25 TRIM26 TRIM29 TRIM3 TRIM31 TRIM34 TRIM35 TRIM38 TRIM45 TRIM46 TRIM48 TRIM5 TRIM6 TRIM62 TRIM68 TRIM8 VCAM1 YBX1 REACTOME_INTERFERON_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERFERON_SIGNALING AAAS ABCE1 ADAR ARIH1 B2M BECN1 BST2 CAMK2A CAMK2B CAMK2D CAMK2G CD44 CDK1 CENPS CENPX CHUK CIITA DHX9 DNAJC3 DUS2 EGR1 EIF2AK2 EIF2S1 EIF2S2 EIF2S3 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM FCGR1A FCGR1BP FLNA FLNB GBP1 GBP2 GBP3 GBP4 GBP5 GBP6 GBP7 HERC5 HLA-A HLA-B HLA-C HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G HLA-H HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 ICAM1 IFI27 IFI30 IFI35 IFI6 IFIT1 IFIT2 IFIT3 IFIT5 IFITM1 IFITM2 IFITM3 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNG IFNGR1 IFNGR2 IKBKB IKBKG ILF2 ILF3 IP6K2 IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 IRF8 IRF9 ISG15 ISG20 JAK1 JAK2 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 MAP2K6 MAPK1 MAPK3 MAPT MAVS MID1 MT2A MX1 MX2 NCAM1 NCK1 NDC1 NEDD4 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OAS1 OAS2 OAS3 OASL PDE12 PIAS1 PIN1 PLCG1 PML POM121 POM121C PPM1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PRKCD PRKRA PSMB8 PTAFR PTPN1 PTPN11 PTPN2 PTPN6 RAE1 RAF1 RANBP2 RIGI RNASEL RPS27A RSAD2 SAMHD1 SEC13 SEH1L SMAD7 SNCA SOCS1 SOCS3 SP100 SPHK1 STAT1 STAT2 STAT3 SUMO1 TARBP2 TP53 TPR TRIM10 TRIM14 TRIM17 TRIM2 TRIM21 TRIM22 TRIM25 TRIM26 TRIM29 TRIM3 TRIM31 TRIM34 TRIM35 TRIM38 TRIM45 TRIM46 TRIM48 TRIM5 TRIM6 TRIM62 TRIM68 TRIM8 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TYK2 UBA52 UBA7 UBB UBC UBE2E1 UBE2I UBE2L6 UBE2N USP18 VCAM1 XAF1 YBX1 REACTOME_INTERLEUKIN_10_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_10_SIGNALING CCL19 CCL2 CCL20 CCL22 CCL3 CCL3L3 CCL4 CCL5 CCR1 CCR2 CCR5 CD80 CD86 CSF1 CSF2 CSF3 CXCL1 CXCL10 CXCL2 CXCL8 FCER2 FPR1 ICAM1 IL10 IL10RA IL10RB IL12A IL12B IL18 IL1A IL1B IL1R1 IL1R2 IL1RN IL6 JAK1 LIF PTAFR PTGS2 STAT3 TIMP1 TNF TNFRSF1A TNFRSF1B TYK2 REACTOME_INTERLEUKIN_12_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_12_FAMILY_SIGNALING AIP ANXA2 ARF1 BOLA2 BOLA2B CA1 CANX CAPZA1 CDC42 CFL1 CNN2 CRLF1 EBI3 GSTA2 GSTO1 HNRNPA2B1 HNRNPDL HNRNPF HSPA9 IFNG IL10 IL12A IL12B IL12RB1 IL12RB2 IL23A IL23R IL27 IL27RA IL6ST JAK1 JAK2 LCP1 LMNB1 MIF MSN MTAP P4HB PAK2 PDCD4 PITPNA PPIA PSME2 RALA RAP1B RPLP0 SERPINB2 SNRPA1 SOD1 SOD2 STAT1 STAT3 STAT4 TALDO1 TCP1 TYK2 VAMP7 REACTOME_INTERLEUKIN_12_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_12_SIGNALING AIP ANXA2 ARF1 BOLA2 BOLA2B CA1 CAPZA1 CDC42 CFL1 CNN2 GSTA2 GSTO1 HNRNPA2B1 HNRNPDL HNRNPF HSPA9 IFNG IL10 IL12A IL12B IL12RB1 IL12RB2 JAK1 JAK2 LCP1 LMNB1 MIF MSN MTAP P4HB PAK2 PDCD4 PITPNA PPIA PSME2 RALA RAP1B RPLP0 SERPINB2 SNRPA1 SOD1 SOD2 STAT4 TALDO1 TCP1 TYK2 VAMP7 REACTOME_INTERLEUKIN_15_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_15_SIGNALING GAB2 GRB2 IL15 IL15RA IL2RB IL2RG JAK1 JAK3 SHC1 SOS1 SOS2 STAT3 STAT5A STAT5B REACTOME_INTERLEUKIN_17_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_17_SIGNALING ATF1 ATF2 BTRC CHUK CREB1 CUL1 DUSP3 DUSP4 DUSP6 DUSP7 ELK1 FBXW11 FOS IKBKB IKBKG IL17A IL17C IL17F IL17RA IL17RB IL17RC IL17RE IL25 IRAK1 IRAK2 JUN MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C NFKB1 NOD1 NOD2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RIPK2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 SKP1 TAB1 TAB2 TAB3 TNIP2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 VRK3 REACTOME_INTERLEUKIN_18_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_18_SIGNALING ALOX5 IL13 IL18 IL18BP IL18R1 IL18RAP IL37 IL4 REACTOME_INTERLEUKIN_1_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_1_FAMILY_SIGNALING AGER ALOX5 ALPK1 APP BTRC CASP1 CASP8 CHUK CTSG CUL1 FBXW11 GSDMD HMGB1 IKBIP IKBKB IKBKG IL13 IL18 IL18BP IL18R1 IL18RAP IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RAPL1 IL1RL1 IL1RL2 IL1RN IL33 IL36A IL36B IL36G IL36RN IL37 IL4 IRAK1 IRAK2 IRAK3 IRAK4 LRRC14 MAP2K1 MAP2K4 MAP2K6 MAP3K3 MAP3K7 MAP3K8 MAPK8 MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN23 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 RBX1 RELA RIPK2 RPS27A S100A12 S100B SAA1 SEM1 SIGIRR SKP1 SMAD3 SQSTM1 STAT3 TAB1 TAB2 TAB3 TBK1 TIFA TNIP2 TOLLIP TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 REACTOME_INTERLEUKIN_1_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_1_PROCESSING CASP1 CTSG GSDMD IL18 IL1A IL1B NFKB1 NFKB2 RELA REACTOME_INTERLEUKIN_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_1_SIGNALING AGER ALPK1 APP BTRC CASP8 CHUK CUL1 FBXW11 HMGB1 IKBIP IKBKB IKBKG IL1A IL1B IL1R1 IL1R2 IL1RAP IL1RN IRAK1 IRAK2 IRAK3 IRAK4 LRRC14 MAP2K1 MAP2K4 MAP2K6 MAP3K3 MAP3K7 MAP3K8 MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RELA RIPK2 RPS27A S100A12 S100B SAA1 SEM1 SKP1 SQSTM1 TAB1 TAB2 TAB3 TIFA TNIP2 TOLLIP TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 REACTOME_INTERLEUKIN_20_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_20_FAMILY_SIGNALING IFNL1 IFNL2 IFNL3 IFNLR1 IL10RB IL19 IL20 IL20RA IL20RB IL22 IL22RA1 IL22RA2 IL24 IL26 JAK1 JAK2 JAK3 PTPN11 SOCS3 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B TYK2 REACTOME_INTERLEUKIN_21_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_21_SIGNALING IL21 IL21R IL2RG JAK1 JAK3 STAT1 STAT3 STAT4 STAT5A STAT5B REACTOME_INTERLEUKIN_23_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_23_SIGNALING IL12B IL12RB1 IL23A IL23R JAK2 P4HB STAT3 STAT4 TYK2 REACTOME_INTERLEUKIN_27_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_27_SIGNALING CANX CRLF1 EBI3 IL27 IL27RA IL6ST JAK1 JAK2 STAT1 STAT3 TYK2 REACTOME_INTERLEUKIN_2_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_2_FAMILY_SIGNALING CSF2 CSF2RA CSF2RB GAB2 GRB2 HAVCR2 IL15 IL15RA IL2 IL21 IL21R IL2RA IL2RB IL2RG IL3 IL3RA IL5 IL5RA IL9 IL9R INPP5D INPPL1 JAK1 JAK2 JAK3 LCK LGALS9 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTK2B PTPN6 SHC1 SOS1 SOS2 STAT1 STAT3 STAT4 STAT5A STAT5B SYK REACTOME_INTERLEUKIN_2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_2_SIGNALING IL2 IL2RA IL2RB IL2RG JAK1 JAK3 LCK PTK2B SHC1 STAT5A STAT5B SYK REACTOME_INTERLEUKIN_35_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_35_SIGNALLING CANX EBI3 IL12A IL12RB2 IL27RA IL6ST JAK1 JAK2 STAT1 STAT3 STAT4 TYK2 REACTOME_INTERLEUKIN_36_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_36_PATHWAY IL1F10 IL1RAP IL1RL2 IL36A IL36B IL36G IL36RN REACTOME_INTERLEUKIN_37_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_37_SIGNALING CASP1 IL18BP IL18R1 IL37 PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN23 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 SIGIRR SMAD3 STAT3 TBK1 REACTOME_INTERLEUKIN_3_INTERLEUKIN_5_AND_GM_CSF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_3_INTERLEUKIN_5_AND_GM_CSF_SIGNALING BLNK CBL CRK CRKL CSF2 CSF2RA CSF2RB FYN GAB2 GRB2 HCK IL2 IL2RA IL2RB IL2RG IL3 IL3RA IL5 IL5RA INPP5D INPPL1 JAK1 JAK2 JAK3 LYN PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKACA PTPN11 PTPN6 RAPGEF1 RPS27A SHC1 SOS1 STAT5A STAT5B SYK TEC UBA52 UBB UBC VAV1 YES1 YWHAZ REACTOME_INTERLEUKIN_4_AND_INTERLEUKIN_13_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_4_AND_INTERLEUKIN_13_SIGNALING AKT1 ALOX15 ALOX5 ANXA1 BATF BCL2 BCL2L1 BCL6 BIRC5 CCL11 CCL2 CCL22 CCND1 CD36 CDKN1A CEBPD COL1A2 CXCL8 F13A1 FASLG FCER2 FGF2 FN1 FOS FOXO1 FOXO3 FSCN1 GATA3 HGF HIF1A HMOX1 HSP90AA1 HSP90B1 HSPA8 ICAM1 IGHE IGHG1 IGHG4 IL10 IL12A IL12B IL13 IL13RA1 IL13RA2 IL17A IL17F IL18 IL1A IL1B IL23A IL23R IL2RG IL4 IL4R IL6 IL6R IRF4 ITGAM ITGAX ITGB1 ITGB2 JAK1 JAK2 JAK3 JUNB LAMA5 LBP LCN2 LIF MAOA MCL1 MMP1 MMP2 MMP3 MMP9 MUC1 MYC NANOG NDN NOS2 OPRD1 OPRM1 OSM PIK3R1 PIM1 POMC POU2F1 PTGS2 RHOU RORA RORC S1PR1 SAA1 SOCS1 SOCS3 SOCS5 SOX2 STAT1 STAT3 STAT6 TGFB1 TIMP1 TNF TNFRSF1B TP53 TWIST1 TYK2 VCAM1 VEGFA VIM ZEB1 REACTOME_INTERLEUKIN_6_FAMILY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_6_FAMILY_SIGNALING CBL CLCF1 CNTF CNTFR CRLF1 CTF1 IL11 IL11RA IL31 IL31RA IL6 IL6R IL6ST JAK1 JAK2 LIF LIFR OSM OSMR PTPN11 SOCS3 STAT1 STAT3 TYK2 REACTOME_INTERLEUKIN_6_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_6_SIGNALING CBL IL6 IL6R IL6ST JAK1 JAK2 PTPN11 SOCS3 STAT1 STAT3 TYK2 REACTOME_INTERLEUKIN_7_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_7_SIGNALING BRWD1 CISH CRLF2 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HGF IL2RG IL7 IL7R IRS1 IRS2 JAK1 JAK3 PIK3R1 PIK3R2 PIK3R3 RAG1 RAG2 SMARCA4 SOCS1 SOCS2 STAT3 STAT5A STAT5B TSLP REACTOME_INTERLEUKIN_9_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_9_SIGNALING IL2RG IL9 IL9R JAK1 JAK3 STAT1 STAT3 STAT5A STAT5B REACTOME_INTERLEUKIN_RECEPTOR_SHC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTERLEUKIN_RECEPTOR_SHC_SIGNALING CSF2 CSF2RA CSF2RB GAB2 GRB2 IL2 IL2RA IL2RB IL2RG IL3 IL3RA IL5 IL5RA INPP5D INPPL1 JAK1 JAK2 JAK3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PTPN6 SHC1 SOS1 REACTOME_INTESTINAL_ABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTESTINAL_ABSORPTION NPC1L1 RSC1A1 SLC2A2 SLC2A5 SLC5A1 REACTOME_INTRACELLULAR_SIGNALING_BY_SECOND_MESSENGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRACELLULAR_SIGNALING_BY_SECOND_MESSENGERS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AGO1 AGO2 AGO3 AGO4 AHCYL1 AKT1 AKT1S1 AKT2 AKT3 AREG ATF2 ATN1 BAD BDNF BMI1 BTC CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASP9 CBX2 CBX4 CBX6 CBX8 CD19 CD28 CD80 CD86 CDKN1A CDKN1B CHD3 CHD4 CHUK CREB1 CSNK2A1 CSNK2A2 CSNK2B EED EGF EGFR EGR1 EPGN ERBB2 ERBB3 ERBB4 EREG ESR1 ESR2 EZH2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FOXO1 FOXO3 FOXO4 FOXO6 FRK FRS2 FYN GAB1 GAB2 GATAD2A GATAD2B GRB2 GRK2 GSK3A GSK3B HBEGF HDAC1 HDAC2 HDAC3 HDAC5 HDAC7 HGF ICOS IER3 IL1RAP IL1RL1 IL33 INS INSR IRAK1 IRAK4 IRS1 IRS2 ITPR1 ITPR2 ITPR3 JUN KDM1A KIT KITLG KL KLB KPNA2 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LCK MAF1 MAPK1 MAPK3 MAPKAP1 MBD3 MDM2 MECOM MET MKRN1 MLST8 MOV10 MTA1 MTA2 MTA3 MTOR MYD88 NBEA NEDD4 NR2E1 NR4A1 NRG1 NRG2 NRG3 NRG4 NTF3 NTF4 NTRK2 NTRK3 OTUD3 PDE1A PDE1B PDE1C PDGFA PDGFB PDGFRA PDGFRB PDPK1 PHC1 PHC2 PHC3 PHLPP1 PHLPP2 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PLCG1 PML PPARG PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PREX2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCE PRKCG PRKX PRR5 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN11 RAC1 RAC2 RBBP4 RBBP7 RCOR1 REST RHEB RHOG RICTOR RING1 RNF146 RNF2 RPS27A RPS6KB2 RPTOR RRAGA RRAGB RRAGC RRAGD SALL4 SCMH1 SEM1 SGK1 SLC38A9 SNAI1 SNAI2 SRC STRN STUB1 SUZ12 TGFA THEM4 TNKS TNKS2 TNRC6A TNRC6B TNRC6C TP53 TRAF6 TRAT1 TRIB3 TRIM27 TSC2 UBA52 UBB UBC USP13 USP7 VAV1 WWP2 XIAP REACTOME_INTRAFLAGELLAR_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRAFLAGELLAR_TRANSPORT CLUAP1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2 DYNLT2B DYNLT5 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT56 IFT57 IFT70A IFT70B IFT74 IFT80 IFT81 IFT88 KIF17 KIF3A KIF3B KIF3C KIFAP3 TNPO1 TRAF3IP1 TRIP11 TTC21B TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA4A TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 WDR19 WDR35 REACTOME_INTRA_GOLGI_AND_RETROGRADE_GOLGI_TO_ER_TRAFFIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRA_GOLGI_AND_RETROGRADE_GOLGI_TO_ER_TRAFFIC ACTR10 ACTR1A AGPAT3 ALPP ARCN1 ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 ARFIP2 ARFRP1 ARL1 BET1L BICD1 BICD2 BNIP1 CAPZA1 CAPZA2 CAPZA3 CAPZB CENPE COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CUX1 CYTH1 CYTH2 CYTH3 CYTH4 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 GALNT1 GALNT2 GBF1 GCC1 GCC2 GOLGA1 GOLGA4 GOLGA5 GOLIM4 GOSR1 GOSR2 IGF2R KDELR1 KDELR2 KDELR3 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 M6PR MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 NAA30 NAA35 NAA38 NAPA NAPB NAPG NBAS NSF PAFAH1B1 PAFAH1B2 PAFAH1B3 PLA2G4A PLA2G6 PLIN3 RAB18 RAB1A RAB1B RAB30 RAB33B RAB36 RAB39A RAB3GAP1 RAB3GAP2 RAB41 RAB43 RAB6A RAB6B RAB9A RAB9B RABEPK RACGAP1 RGP1 RHOBTB3 RIC1 RINT1 SCOC SEC22B SNAP29 STX10 STX16 STX18 STX5 STX6 SURF4 SYS1 TGOLN2 TMED10 TMED2 TMED3 TMED7 TMED9 TMF1 TRIP11 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USE1 USP6NL VAMP3 VAMP4 VPS45 VPS51 VPS52 VPS53 VPS54 VTI1A YKT6 ZW10 REACTOME_INTRA_GOLGI_TRAFFIC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRA_GOLGI_TRAFFIC ALPP ARF1 BET1L COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 CUX1 CYTH1 CYTH2 CYTH3 CYTH4 GOLGA5 GOLIM4 GOSR1 GOSR2 MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 NAPA NAPB NAPG NSF RAB30 RAB33B RAB36 RAB39A RAB41 RGP1 RIC1 SNAP29 STX16 STX5 STX6 TRIP11 VPS45 VTI1A YKT6 REACTOME_INTRINSIC_PATHWAY_FOR_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRINSIC_PATHWAY_FOR_APOPTOSIS AKT1 AKT2 AKT3 APAF1 APIP AVEN BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BID BMF C1QBP CARD8 CASP3 CASP7 CASP8 CASP9 CDKN2A CYCS DIABLO DYNLL1 DYNLL2 E2F1 GSDMD GSDME GZMB MAPK1 MAPK3 MAPK8 NMT1 PMAIP1 PPP1R13B PPP3CC PPP3R1 SEPTIN4 SFN STAT3 TFDP1 TFDP2 TP53 TP53BP2 TP63 TP73 UACA XIAP YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_INTRINSIC_PATHWAY_OF_FIBRIN_CLOT_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INTRINSIC_PATHWAY_OF_FIBRIN_CLOT_FORMATION A2M C1QBP F10 F11 F12 F2 F8 F9 GP1BA GP1BB GP5 GP9 KLKB1 KNG1 PRCP PROC PROS1 SERPINA5 SERPINC1 SERPIND1 SERPINE2 SERPING1 VWF REACTOME_INWARDLY_RECTIFYING_K_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_INWARDLY_RECTIFYING_K_CHANNELS ABCC8 ABCC9 GABBR1 GABBR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ14 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 REACTOME_IONOTROPIC_ACTIVITY_OF_KAINATE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IONOTROPIC_ACTIVITY_OF_KAINATE_RECEPTORS CALM1 DLG1 DLG3 DLG4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 NCALD REACTOME_ION_CHANNEL_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ION_CHANNEL_TRANSPORT ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ASPH ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B BEST1 BEST2 BEST3 BEST4 BSND CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CLCA1 CLCA2 CLCA4 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLIC2 CUTC FKBP1B FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 MCOLN1 MCOLN2 MCOLN3 MLKL NALCN NEDD4L OSTM1 PDZD11 PLN RAF1 RIPK1 RIPK3 RPS27A RYR1 RYR2 RYR3 SCNN1A SCNN1B SCNN1D SCNN1G SGK1 SGK2 SGK3 SLC17A3 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SLN SRI STOM STOML3 TCIRG1 TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC22D3 TTYH1 TTYH2 TTYH3 UBA52 UBB UBC UNC79 UNC80 WNK1 WNK2 WNK3 WNK4 WWP1 REACTOME_ION_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ION_HOMEOSTASIS ABCC9 AHCYL1 ASPH ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CLIC2 DMPK FKBP1B FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 ITPR1 ITPR2 ITPR3 KCNJ11 NOS1 ORAI1 ORAI2 PLN PRKACA RYR1 RYR2 RYR3 SLC8A1 SLC8A2 SLC8A3 SLN SRI STIM1 TNNI3 TRDN TRPC1 REACTOME_ION_TRANSPORT_BY_P_TYPE_ATPASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ION_TRANSPORT_BY_P_TYPE_ATPASES ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CUTC FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 PDZD11 PLN SLN SRI REACTOME_IRAK1_RECRUITS_IKK_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRAK1_RECRUITS_IKK_COMPLEX CHUK IKBKB IKBKG IRAK1 PELI1 PELI2 PELI3 RPS27A TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_IRAK2_MEDIATED_ACTIVATION_OF_TAK1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRAK2_MEDIATED_ACTIVATION_OF_TAK1_COMPLEX IRAK2 MAP3K7 RPS27A TAB1 TAB2 TAB3 TRAF6 UBA52 UBB UBC REACTOME_IRAK4_DEFICIENCY_TLR2_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRAK4_DEFICIENCY_TLR2_4 BTK CD14 CD36 FGA FGB FGG HMGB1 IRAK4 LY96 MYD88 S100A1 S100A8 S100A9 TIRAP TLR1 TLR2 TLR4 TLR6 REACTOME_IRE1ALPHA_ACTIVATES_CHAPERONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRE1ALPHA_ACTIVATES_CHAPERONES ACADVL ADD1 ARFGAP1 ATP6V0D1 CTDSP2 CUL7 CXXC1 DCTN1 DDX11 DNAJB11 DNAJB9 DNAJC3 EDEM1 ERN1 EXTL1 EXTL2 EXTL3 FKBP14 GFPT1 GOSR2 GSK3A HDGF HSPA5 HYOU1 KDELR3 KLHDC3 LMNA MYDGF PDIA5 PDIA6 PLA2G4B PPP2R5B PREB SEC31A SERP1 SHC1 SRPRA SRPRB SSR1 SULT1A3 SYVN1 TATDN2 TLN1 TPP1 TSPYL2 WFS1 WIPI1 XBP1 YIF1A ZBTB17 REACTOME_IRF3_MEDIATED_ACTIVATION_OF_TYPE_1_IFN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRF3_MEDIATED_ACTIVATION_OF_TYPE_1_IFN DTX4 IRF3 NLRP4 TBK1 ZBP1 REACTOME_IRF3_MEDIATED_INDUCTION_OF_TYPE_I_IFN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRF3_MEDIATED_INDUCTION_OF_TYPE_I_IFN DDX41 DTX4 IFI16 IRF3 MRE11 NLRC3 NLRP4 PRKDC STING1 TBK1 TREX1 XRCC5 XRCC6 REACTOME_IRON_UPTAKE_AND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRON_UPTAKE_AND_TRANSPORT ABCG2 ACO1 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CAND1 CP CUL1 CYBRD1 FBXL5 FLVCR1 FTH1 FTL FTMT GLRX3 HEPH HFE HMOX1 HMOX2 IREB2 LCN2 MCOLN1 NEDD8 RPS27A SKP1 SLC11A2 SLC22A17 SLC40A1 SLC46A1 STEAP3 STEAP4 TCIRG1 TF TFR2 TFRC UBA52 UBB UBC REACTOME_IRS_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRS_ACTIVATION GRB10 INS INSR IRS1 IRS2 REACTOME_IRS_MEDIATED_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_IRS_MEDIATED_SIGNALLING AKT2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 GAB1 GAB2 GRB2 HRAS IRS1 IRS2 KL KLB KRAS NRAS PDE3B PDPK1 PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PTPN11 SOS1 THEM4 TLR9 TRIB3 REACTOME_ISG15_ANTIVIRAL_MECHANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ISG15_ANTIVIRAL_MECHANISM AAAS ARIH1 BECN1 EIF2AK2 EIF4A1 EIF4A2 EIF4A3 EIF4E EIF4E2 EIF4E3 EIF4G1 EIF4G2 EIF4G3 FLNB HERC5 IFIT1 IRF3 ISG15 JAK1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 MAPK3 MX1 MX2 NDC1 NEDD4 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIN1 PLCG1 POM121 POM121C PPM1B RAE1 RANBP2 RIGI RPS27A SEC13 SEH1L STAT1 TPR TRIM25 UBA52 UBA7 UBB UBC UBE2E1 UBE2L6 UBE2N USP18 REACTOME_JNK_C_JUN_KINASES_PHOSPHORYLATION_AND_ACTIVATION_MEDIATED_BY_ACTIVATED_HUMAN_TAK1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_JNK_C_JUN_KINASES_PHOSPHORYLATION_AND_ACTIVATION_MEDIATED_BY_ACTIVATED_HUMAN_TAK1 IKBKG IRAK1 IRAK2 MAP2K4 MAP2K7 MAP3K7 MAPK10 MAPK8 MAPK9 NOD1 NOD2 RIPK2 RPS27A TAB1 TAB2 TAB3 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_JOSEPHIN_DOMAIN_DUBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_JOSEPHIN_DOMAIN_DUBS ATXN3 ATXN3L JOSD1 JOSD2 PRKN RAD23A RAD23B RPS27A UBA52 UBB UBC VCP REACTOME_KEAP1_NFE2L2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KEAP1_NFE2L2_PATHWAY ABCC1 ABCC3 ABCF2 ABCG2 AKT1 AKT2 AKT3 AMER1 AREG ATF4 BACH1 BCL2 BCL2L1 BRCA1 BTRC CCL2 CDKN1A CDKN2A CREBBP CSNK2A1 CSNK2A2 CSNK2B CUL1 CUL3 DPP3 EGF EIF2AK3 EP300 FBXL17 G6PD GCLC GCLM GSK3B GSR GSTA1 GSTA3 HMOX1 IDH1 KEAP1 MAFG MAFK MAP1LC3B ME1 MUL1 MYC NFE2L2 NFKB1 NOTCH1 NPLOC4 NQO1 PALB2 PDGFA PGD PRDX1 PRKAA2 PRKCD PRKCI PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RELA RPS27A SEM1 SESN1 SESN2 SKP1 SKP2 SLC7A11 SOD3 SP1 SQSTM1 SRXN1 TALDO1 TKT TRIM21 TXN TXNRD1 UBA52 UBB UBC UBXN7 UFD1 VCP REACTOME_KERATAN_SULFATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KERATAN_SULFATE_BIOSYNTHESIS ACAN B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GAT1 CHST1 CHST2 CHST5 CHST6 FMOD KERA LUM OGN OMD PRELP SLC35D2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 REACTOME_KERATAN_SULFATE_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KERATAN_SULFATE_DEGRADATION ACAN FMOD GALNS GLB1 GLB1L GLB1L2 GLB1L3 GNS HEXA HEXB KERA LUM OGN OMD PRELP REACTOME_KERATAN_SULFATE_KERATIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KERATAN_SULFATE_KERATIN_METABOLISM ACAN B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GAT1 CHST1 CHST2 CHST5 CHST6 FMOD GALNS GLB1 GLB1L GLB1L2 GLB1L3 GNS HEXA HEXB KERA LUM OGN OMD PRELP SLC35D2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 REACTOME_KERATINIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KERATINIZATION CAPN1 CAPNS1 CASP14 CDSN CELA2A CSTA DSC1 DSC2 DSC3 DSG1 DSG2 DSG3 DSG4 DSP EVPL FLG FURIN IVL JUP KAZN KLK12 KLK13 KLK14 KLK5 KLK8 KRT1 KRT10 KRT12 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT20 KRT23 KRT24 KRT25 KRT26 KRT27 KRT28 KRT3 KRT31 KRT32 KRT33A KRT33B KRT34 KRT35 KRT36 KRT37 KRT38 KRT39 KRT4 KRT40 KRT5 KRT6A KRT6B KRT6C KRT7 KRT71 KRT72 KRT73 KRT74 KRT75 KRT76 KRT77 KRT78 KRT79 KRT8 KRT80 KRT81 KRT82 KRT83 KRT84 KRT85 KRT86 KRT9 KRTAP1-1 KRTAP1-3 KRTAP1-4 KRTAP1-5 KRTAP10-1 KRTAP10-10 KRTAP10-11 KRTAP10-12 KRTAP10-2 KRTAP10-3 KRTAP10-4 KRTAP10-5 KRTAP10-6 KRTAP10-7 KRTAP10-8 KRTAP10-9 KRTAP11-1 KRTAP12-1 KRTAP12-2 KRTAP12-3 KRTAP12-4 KRTAP13-1 KRTAP13-2 KRTAP13-3 KRTAP13-4 KRTAP15-1 KRTAP16-1 KRTAP17-1 KRTAP19-1 KRTAP19-2 KRTAP19-3 KRTAP19-4 KRTAP19-5 KRTAP19-6 KRTAP19-7 KRTAP19-8 KRTAP2-1 KRTAP2-2 KRTAP2-3 KRTAP2-4 KRTAP20-1 KRTAP20-2 KRTAP21-1 KRTAP21-2 KRTAP21-3 KRTAP22-1 KRTAP23-1 KRTAP24-1 KRTAP25-1 KRTAP26-1 KRTAP27-1 KRTAP29-1 KRTAP3-1 KRTAP3-2 KRTAP3-3 KRTAP4-1 KRTAP4-11 KRTAP4-2 KRTAP4-3 KRTAP4-4 KRTAP4-5 KRTAP4-6 KRTAP4-7 KRTAP4-8 KRTAP4-9 KRTAP5-1 KRTAP5-10 KRTAP5-11 KRTAP5-2 KRTAP5-3 KRTAP5-4 KRTAP5-5 KRTAP5-6 KRTAP5-7 KRTAP5-8 KRTAP5-9 KRTAP6-1 KRTAP6-2 KRTAP6-3 KRTAP8-1 KRTAP9-1 KRTAP9-2 KRTAP9-3 KRTAP9-4 KRTAP9-6 KRTAP9-7 KRTAP9-8 KRTAP9-9 LCE1A LCE1B LCE1C LCE1D LCE1E LCE1F LCE2A LCE2B LCE2C LCE2D LCE3A LCE3B LCE3C LCE3D LCE3E LCE4A LCE5A LCE6A LELP1 LIPJ LIPK LIPM LIPN LORICRIN PCSK6 PERP PI3 PKP1 PKP2 PKP3 PKP4 PPL PRSS8 RPTN SPINK5 SPINK6 SPINK9 SPRR1A SPRR1B SPRR2A SPRR2B SPRR2D SPRR2E SPRR2F SPRR2G SPRR3 ST14 TCHH TGM1 TGM5 REACTOME_KETONE_BODY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KETONE_BODY_METABOLISM AACS ACAT1 ACSS3 BDH1 BDH2 HMGCL HMGCLL1 HMGCS2 OXCT1 OXCT2 REACTOME_KIDNEY_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KIDNEY_DEVELOPMENT BMP4 CTNNB1 DLL1 EMX2 EYA1 FGF2 FOXC1 FOXC2 GATA3 GDNF GFRA1 GREM1 HNF1B HNF4A HOXA11 HOXA6 HOXB4 HOXC11 HOXD11 ID4 IRX1 IRX2 ITGA8 ITGB1 JAG1 LFNG LHX1 MECOM NPNT OSR1 PAX2 PAX8 PCDH19 PLAC8 POU3F3 RET ROBO2 SALL1 SIX1 SIX2 SLIT2 WFDC2 WNT11 WNT4 WNT9B WT1 REACTOME_KILLING_MECHANISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KILLING_MECHANISMS CYBA DVL1 DVL2 DVL3 FZD7 JUN MAPK8 NOX1 NOXA1 NOXO1 RAC1 WNT5A REACTOME_KINESINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KINESINS CENPE KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 RACGAP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_KSRP_KHSRP_BINDS_AND_DESTABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_KSRP_KHSRP_BINDS_AND_DESTABILIZES_MRNA AKT1 DCP2 DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 KHSRP MAPK11 MAPK14 PARN YWHAZ REACTOME_L1CAM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_L1CAM_INTERACTIONS ACTB ACTG1 ALCAM ANK1 ANK2 ANK3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CD24 CHL1 CLTA CLTC CNTN1 CNTN2 CNTN6 CNTNAP1 CSNK2A1 CSNK2A2 CSNK2B DCX DLG1 DLG3 DLG4 DNM1 DNM2 DNM3 DPYSL2 EGFR EPHB2 EZR FGFR1 GAP43 HSPA8 ITGA1 ITGA10 ITGA2 ITGA2B ITGA5 ITGA9 ITGAV ITGB1 ITGB3 KCNQ2 KCNQ3 KIF4A KIF4B L1CAM LAMA1 LAMB1 LAMC1 LYPLA2 MAP2K1 MAP2K2 MAPK1 MAPK3 MSN NCAM1 NCAN NFASC NRCAM NRP1 NRP2 NUMB PAK1 RAC1 RANBP9 RDX RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SDCBP SH3GL2 SHTN1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VAV2 REACTOME_LAGGING_STRAND_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LAGGING_STRAND_SYNTHESIS DNA2 FEN1 LIG1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_LAMININ_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LAMININ_INTERACTIONS COL18A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL7A1 HSPG2 ITGA1 ITGA2 ITGA3 ITGA6 ITGA7 ITGAV ITGB1 ITGB4 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 NID1 NID2 REACTOME_LATE_ENDOSOMAL_MICROAUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LATE_ENDOSOMAL_MICROAUTOPHAGY ARL13B CETN1 CFTR CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 HBB HDAC6 HSPA8 IFT88 MVB12A MVB12B PARK7 PCNT PLIN2 PLIN3 RNASE1 RPS27A TSG101 UBA52 UBAP1 UBB UBC VIM VPS28 VPS37A VPS37B VPS37C VPS37D REACTOME_LATE_SARS_COV_2_INFECTION_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LATE_SARS_COV_2_INFECTION_EVENTS ACE2 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 CANX CSNK1A1 DAD1 DDOST EDEM2 FURIN FUT8 GALNT1 GANAB GOLGA7 GSK3A GSK3B MAGT1 MAN1B1 MAN2A1 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PRKCSH PRMT1 RPN1 RPN2 RPS27A SRPK1 SRPK2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STT3A SUMO1 TMPRSS2 TUSC3 UBA52 UBB UBC UBE2I ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_LDL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LDL_CLEARANCE AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOB CES3 CLTA CLTC LDLR LDLRAP1 LIPA LSR NCEH1 NPC1 NPC2 PCSK9 SOAT1 SOAT2 REACTOME_LDL_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LDL_REMODELING APOB APOF CETP LPA MTTP P4HB REACTOME_LECTIN_PATHWAY_OF_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LECTIN_PATHWAY_OF_COMPLEMENT_ACTIVATION COLEC10 COLEC11 FCN1 FCN2 FCN3 MASP1 MASP2 MBL2 REACTOME_LEISHMANIA_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LEISHMANIA_INFECTION ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 ADAM17 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2B AHCYL1 APP ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BRK1 BTK C3 C3AR1 CALM1 CASP1 CD163 CD247 CD3G CDC42 CREB1 CRK CTSG CYBA CYFIP1 CYFIP2 CYSLTR1 CYSLTR2 DOCK1 DPEP1 DPEP2 DPEP3 DVL1 DVL2 DVL3 ELMO1 ELMO2 ENTPD1 ENTPD5 FCGR1A FCGR2A FCGR3A FGR FURIN FYN FZD7 GGT1 GGT5 GNAI1 GNAI2 GNAI3 GNAS GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GSDMD HCK HMOX1 HSP90AB1 IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL10 IL18 IL1A IL1B IL6 ITPR1 ITPR2 ITPR3 JUN LYN MAPK1 MAPK14 MAPK3 MAPK8 MEFV MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B NCK1 NCKAP1 NCKAP1L NCKIPSD NFKB1 NFKB2 NLRP3 NOX1 NOXA1 NOXO1 NT5E P2RX4 P2RX7 PLCG1 PLCG2 PLK2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX PSTPIP1 PTK2 PYCARD RAC1 RELA RHBDF2 SRC SUGT1 SYK TXN TXNIP VAV1 VAV2 VAV3 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 WNT5A YES1 REACTOME_LEUKOTRIENE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LEUKOTRIENE_RECEPTORS CYSLTR1 CYSLTR2 GPR17 LTB4R LTB4R2 REACTOME_LGI_ADAM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LGI_ADAM_INTERACTIONS ADAM11 ADAM22 ADAM23 CACNG2 CACNG3 CACNG4 CACNG8 DLG4 LGI1 LGI2 LGI3 LGI4 STX1A STX1B REACTOME_LIGAND_RECEPTOR_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LIGAND_RECEPTOR_INTERACTIONS BOC CDON DHH GAS1 HHIP IHH PTCH1 SHH REACTOME_LINOLEIC_ACID_LA_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LINOLEIC_ACID_LA_METABOLISM ABCD1 ACSL1 ELOVL1 ELOVL2 ELOVL3 ELOVL5 FADS1 FADS2 REACTOME_LIPID_PARTICLE_ORGANIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LIPID_PARTICLE_ORGANIZATION CIDEA CIDEC FITM1 FITM2 HILPDA HSD17B13 REACTOME_LIPOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LIPOPHAGY HSPA8 PLIN2 PLIN3 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 REACTOME_LISTERIA_MONOCYTOGENES_ENTRY_INTO_HOST_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LISTERIA_MONOCYTOGENES_ENTRY_INTO_HOST_CELLS CBL CBLL1 CDH1 CTNNB1 CTNND1 EPS15 GRB2 HGS MET RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SRC STAM STAM2 UBA52 UBB UBC REACTOME_LONG_TERM_POTENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LONG_TERM_POTENTIATION ACTN2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G DLG1 DLG2 DLG3 DLG4 ERBB4 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D LRRC7 NEFL NRG1 NRGN SRC REACTOME_LOSS_OF_FUNCTION_OF_MECP2_IN_RETT_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LOSS_OF_FUNCTION_OF_MECP2_IN_RETT_SYNDROME BDNF CALM1 CAMK4 GPS2 HDAC1 HDAC3 MECP2 NCOR1 NCOR2 PRKACA SIN3A TBL1X TBL1XR1 REACTOME_LOSS_OF_FUNCTION_OF_SMAD2_3_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LOSS_OF_FUNCTION_OF_SMAD2_3_IN_CANCER SMAD2 SMAD3 SMAD4 TGFB1 TGFBR1 TGFBR2 ZFYVE9 REACTOME_LOSS_OF_MECP2_BINDING_ABILITY_TO_THE_NCOR_SMRT_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LOSS_OF_MECP2_BINDING_ABILITY_TO_THE_NCOR_SMRT_COMPLEX GPS2 HDAC3 MECP2 NCOR1 NCOR2 TBL1X TBL1XR1 REACTOME_LRR_FLII_INTERACTING_PROTEIN_1_LRRFIP1_ACTIVATES_TYPE_I_IFN_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LRR_FLII_INTERACTING_PROTEIN_1_LRRFIP1_ACTIVATES_TYPE_I_IFN_PRODUCTION CREBBP CTNNB1 EP300 IRF3 LRRFIP1 REACTOME_LTC4_CYSLTR_MEDIATED_IL4_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LTC4_CYSLTR_MEDIATED_IL4_PRODUCTION CYSLTR1 CYSLTR2 DPEP1 DPEP2 DPEP3 GGT1 GGT5 REACTOME_LYSINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LYSINE_CATABOLISM AADAT AASS ALDH7A1 CRYM DHTKD1 DLD DLST GCDH HYKK PHYKPL PIPOX SLC25A21 REACTOME_LYSOSOME_VESICLE_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LYSOSOME_VESICLE_BIOGENESIS AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP4B1 AP4E1 AP4M1 AP4S1 APP ARF1 ARRB1 BLOC1S1 CHMP2A CLTA CLTB CLTC CLVS1 CLVS2 CTSZ DNAJC6 DNASE2 DNM2 GNS HGS HSPA8 M6PR SH3GL2 TXNDC5 VAMP2 VAMP7 VAMP8 REACTOME_LYSOSPHINGOLIPID_AND_LPA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_LYSOSPHINGOLIPID_AND_LPA_RECEPTORS LPAR1 LPAR2 LPAR3 LPAR5 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 REACTOME_MALATE_ASPARTATE_SHUTTLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MALATE_ASPARTATE_SHUTTLE GOT1 GOT2 MDH1 MDH2 SLC25A11 SLC25A12 SLC25A13 SLC25A18 SLC25A22 REACTOME_MAP2K_AND_MAPK_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAP2K_AND_MAPK_ACTIVATION ACTB ACTG1 APBB1IP ARAF ARRB1 ARRB2 BRAF CNKSR1 CNKSR2 CSK FGA FGB FGG FN1 HRAS IL17RD IQGAP1 ITGA2B ITGB3 KRAS KSR1 KSR2 LAMTOR2 LAMTOR3 MAP2K1 MAP2K2 MAPK1 MAPK3 MARK3 NRAS PEBP1 RAF1 RAP1A RAP1B SRC TLN1 VCL VWF WDR83 YWHAB REACTOME_MAP3K8_TPL2_DEPENDENT_MAPK1_3_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAP3K8_TPL2_DEPENDENT_MAPK1_3_ACTIVATION BTRC CHUK CUL1 FBXW11 IKBKB IKBKG MAP2K1 MAP2K4 MAP3K8 NFKB1 RPS27A SKP1 TNIP2 UBA52 UBB UBC REACTOME_MAPK1_ERK2_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK1_ERK2_ACTIVATION IL6 IL6R IL6ST JAK1 JAK2 MAP2K2 MAPK1 PTPN11 TYK2 REACTOME_MAPK3_ERK1_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK3_ERK1_ACTIVATION CDK1 IL6 IL6R IL6ST JAK1 JAK2 MAP2K1 MAPK3 PTPN11 TYK2 REACTOME_MAPK6_MAPK4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK6_MAPK4_SIGNALING AGO1 AGO2 AGO3 AGO4 CCND3 CDC14A CDC14B CDC42 CDC42EP2 CDC42EP3 CDC42EP5 CDK1 DNAJB1 ETV4 FOXO1 FOXO3 HSPB1 IGF2BP1 JUN KALRN MAPK4 MAPK6 MAPKAPK5 MIR34B MIR34C MMP10 MMP2 MOV10 MYC NCOA3 PAK1 PAK2 PAK3 PRKACA PRKACB PRKACG PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAG1 RAG2 RPS27A SEM1 SEPTIN7 TNRC6A TNRC6B TNRC6C UBA52 UBB UBC XPO1 REACTOME_MAPK_FAMILY_SIGNALING_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK_FAMILY_SIGNALING_CASCADES ABHD17A ABHD17B ABHD17C ACTB ACTG1 ACTN2 AGO1 AGO2 AGO3 AGO4 ANGPT1 APBB1IP ARAF AREG ARL2 ARRB1 ARRB2 ARTN BCL2L1 BRAF BRAP BTC CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CCND3 CDC14A CDC14B CDC42 CDC42EP2 CDC42EP3 CDC42EP5 CDK1 CNKSR1 CNKSR2 CSF2 CSF2RA CSF2RB CSK CUL3 DAB2IP DLG1 DLG2 DLG3 DLG4 DNAJB1 DUSP1 DUSP10 DUSP16 DUSP2 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 EREG ETV4 FGA FGB FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FGG FLT3 FLT3LG FN1 FNTA FNTB FOXO1 FOXO3 FRS2 FRS3 FYN GDNF GFRA1 GFRA2 GFRA3 GFRA4 GOLGA7 GRB2 GRIN1 GRIN2B GRIN2D HBEGF HGF HRAS HSPB1 ICMT IGF2BP1 IL17RD IL2 IL2RA IL2RB IL2RG IL3 IL3RA IL5 IL5RA IL6 IL6R IL6ST IQGAP1 IRS1 IRS2 ITGA2B ITGB3 JAK1 JAK2 JAK3 JUN KALRN KBTBD7 KIT KITLG KL KLB KRAS KSR1 KSR2 LAMTOR2 LAMTOR3 LAT LRRC7 LYPLA1 MAP2K1 MAP2K2 MAP3K11 MAPK1 MAPK12 MAPK3 MAPK4 MAPK6 MAPKAPK5 MARK3 MET MIR34B MIR34C MMP10 MMP2 MOV10 MRAS MYC NCAM1 NCOA3 NEFL NF1 NRAS NRG1 NRG2 NRG3 NRG4 NRTN PAK1 PAK2 PAK3 PAQR3 PDE6D PDGFA PDGFB PDGFRA PDGFRB PEA15 PEBP1 PHB1 PIK3CA PIK3CB PIK3R1 PIK3R2 PPP1CB PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP5C PRKACA PRKACB PRKACG PRKCQ PRKG2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSPN PTK2 PTPN11 PTPN3 PTPN7 PTPRA RAC1 RAF1 RAG1 RAG2 RALGDS RANBP9 RAP1A RAP1B RAPGEF2 RASA1 RASA2 RASA3 RASA4 RASAL1 RASAL2 RASAL3 RASGEF1A RASGRF1 RASGRF2 RASGRP1 RASGRP3 RASGRP4 RBX1 RCE1 RET RGL1 RGL2 RGL3 RPS27A SEM1 SEPTIN7 SHC1 SHC2 SHC3 SHOC2 SOS1 SPRED1 SPRED2 SPRED3 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SYNGAP1 TEK TGFA TLN1 TNRC6A TNRC6B TNRC6C TYK2 UBA52 UBB UBC USP17L2 VCL VWF WDR83 XPO1 YWHAB ZDHHC9 REACTOME_MAPK_TARGETS_NUCLEAR_EVENTS_MEDIATED_BY_MAP_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MAPK_TARGETS_NUCLEAR_EVENTS_MEDIATED_BY_MAP_KINASES ATF1 ATF2 CREB1 DUSP3 DUSP4 DUSP6 DUSP7 ELK1 FOS JUN MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MEF2A MEF2C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 VRK3 REACTOME_MASTL_FACILITATES_MITOTIC_PROGRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MASTL_FACILITATES_MITOTIC_PROGRESSION ARPP19 CCNB1 CDK1 ENSA MASTL PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2D REACTOME_MATERNAL_TO_ZYGOTIC_TRANSITION_MZT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATERNAL_TO_ZYGOTIC_TRANSITION_MZT AGO2 AICDA BTG4 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CREBBP DICER1 DIS3L2 DPPA2 DPPA3 DPPA4 DUX4 DUXA DUXB EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 ELOC EP300 FGF8 H1-8 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HIRA KDM4E KDM5A KDM5B KDM6A KDM6B LEUTX METTL23 NOBOX NPM2 PABPC1 PABPN1 PABPN1L PADI6 PAIP1 PAIP2 POLR2D PRM1 PRM2 RPS2 SRPK1 STPG4 TEAD4 TET3 TNKS1BP1 TP53 TPRX1 TPRX2 TUT4 TUT7 UHRF1 UNG YAP1 ZFP36L2 ZP2 ZSCAN4 REACTOME_MATURATION_OF_PROTEIN_3A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_PROTEIN_3A GALNT1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 REACTOME_MATURATION_OF_SARS_COV_1_NUCLEOPROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_SARS_COV_1_NUCLEOPROTEIN GSK3A GSK3B PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 SUMO1 UBE2I REACTOME_MATURATION_OF_SARS_COV_2_NUCLEOPROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_SARS_COV_2_NUCLEOPROTEIN CSNK1A1 GSK3A GSK3B PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PRMT1 SRPK1 SRPK2 SUMO1 UBE2I REACTOME_MATURATION_OF_SARS_COV_2_SPIKE_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_SARS_COV_2_SPIKE_PROTEIN CANX GANAB MGAT1 MOGS PRKCSH REACTOME_MATURATION_OF_SPIKE_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_SPIKE_PROTEIN CANX DAD1 DDOST EDEM2 FUT8 GANAB GOLGA7 MAGT1 MAN1B1 MAN2A1 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS PRKCSH RPN1 RPN2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STT3A TUSC3 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_MATURATION_OF_TCA_ENZYMES_AND_REGULATION_OF_TCA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MATURATION_OF_TCA_ENZYMES_AND_REGULATION_OF_TCA_CYCLE ACAT1 ACO2 CS CSKMT FXN IDH2 ISCA1 ISCA2 ISCU LYRM4 NFS1 SDHA SDHAF1 SDHAF2 SDHAF3 SDHAF4 SDHB SDHC SDHD SIRT3 REACTOME_MECP2_REGULATES_NEURONAL_RECEPTORS_AND_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MECP2_REGULATES_NEURONAL_RECEPTORS_AND_CHANNELS CREB1 FKBP5 GPRIN1 GRIA2 GRIN2A GRIN2B HDAC1 HDAC2 MECP2 MET NOTCH1 OPRK1 OPRM1 PTPN1 PTPN4 SIN3A SLC2A3 TRPC3 REACTOME_MECP2_REGULATES_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MECP2_REGULATES_TRANSCRIPTION_FACTORS CREB1 MECP2 MEF2C PPARG RBFOX1 REACTOME_MECP2_REGULATES_TRANSCRIPTION_OF_NEURONAL_LIGANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MECP2_REGULATES_TRANSCRIPTION_OF_NEURONAL_LIGANDS BDNF CREB1 CRH DLL1 HDAC1 MECP2 SIN3A SST REACTOME_MEIOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MEIOSIS ACD ATM ATR BLM BRCA1 BRCA2 CDK2 CDK4 DIDO1 DMC1 FIGNL1 FIRRM FKBP6 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HSPA2 LMNA LMNB1 MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NBN POT1 PRDM9 PSMC3IP RAD21 RAD50 RAD51 RAD51C RBBP8 REC8 RPA1 RPA2 RPA3 SMC1A SMC1B SMC3 SPO11 STAG1 STAG2 STAG3 SUN1 SUN2 SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 SYNE2 TERF1 TERF2 TERF2IP TEX12 TEX15 TINF2 TOP3A UBE2I REACTOME_MEIOTIC_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MEIOTIC_RECOMBINATION ATM BLM BRCA1 BRCA2 CDK2 CDK4 DMC1 FIGNL1 FIRRM H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NBN PRDM9 PSMC3IP RAD50 RAD51 RAD51C RBBP8 RPA1 RPA2 RPA3 SPO11 TEX15 TOP3A REACTOME_MEIOTIC_SYNAPSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MEIOTIC_SYNAPSIS ACD ATR BRCA1 DIDO1 FKBP6 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HSPA2 LMNA LMNB1 POT1 RAD21 REC8 SMC1A SMC1B SMC3 STAG1 STAG2 STAG3 SUN1 SUN2 SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 SYNE2 TERF1 TERF2 TERF2IP TEX12 TINF2 UBE2I REACTOME_MELANIN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MELANIN_BIOSYNTHESIS DCT OCA2 SLC45A2 TYR TYRP1 REACTOME_MEMBRANE_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MEMBRANE_TRAFFICKING AAK1 ACBD3 ACTB ACTG1 ACTR10 ACTR1A ACTR2 ACTR3 ADRB2 AGFG1 AGPAT3 AGTR1 AKT1 AKT2 AKT3 ALPP ALS2 ALS2CL AMPH ANK1 ANK2 ANK3 ANKRD27 ANKRD28 AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3S1 AP4B1 AP4E1 AP4M1 AP4S1 APOB APP ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARFIP2 ARFRP1 ARL1 ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ARRB1 ARRB2 ASPSCR1 AVP AVPR2 BET1 BET1L BICD1 BICD2 BIN1 BLOC1S1 BLOC1S3 BLOC1S4 BLOC1S6 BNIP1 BTC C2CD5 CALM1 CAPZA1 CAPZA2 CAPZA3 CAPZB CBL CCZ1 CCZ1B CD3D CD3G CD4 CD55 CD59 CENPE CFTR CHM CHML CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHRM2 CLINT1 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPZ1 COPZ2 CPD CSNK1D CTSC CTSZ CTTN CUX1 CYTH1 CYTH2 CYTH3 CYTH4 DAB2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B DNAJC6 DNASE2 DNM1 DNM2 DNM3 DTNBP1 DVL2 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EGF EGFR EPGN EPN1 EPN2 EPS15 EPS15L1 EREG EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 F5 F8 FCHO1 FCHO2 FNBP1 FNBP1L FOLR1 FTH1 FTL FZD4 GABARAP GABARAPL2 GAK GALNT1 GALNT2 GAPVD1 GBF1 GCC1 GCC2 GDI1 GDI2 GGA1 GGA2 GGA3 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJD2 GJD3 GJD4 GNS GOLGA1 GOLGA2 GOLGA4 GOLGA5 GOLGB1 GOLIM4 GORASP1 GOSR1 GOSR2 GPS1 GRB2 GRIA1 GRK2 GRK3 HBEGF HGS HIP1 HIP1R HPS1 HPS4 HSPA8 IGF2R IL7R INS ITSN1 ITSN2 KDELR1 KDELR2 KDELR3 KIAA0319 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 LDLR LDLRAP1 LMAN1 LMAN1L LMAN2 LMAN2L LNPEP LRP2 M6PR MADD MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 MAP1LC3B MCFD2 MIA2 MIA3 MON1A MON1B MVB12A MVB12B MYH9 MYO1C MYO5A MYO6 NAA30 NAA35 NAA38 NAPA NAPB NAPG NBAS NECAP1 NECAP2 NEDD8 NSF OCRL OPTN PACSIN1 PACSIN2 PACSIN3 PAFAH1B1 PAFAH1B2 PAFAH1B3 PICALM PIK3C2A PIP5K1C PLA2G4A PLA2G6 PLIN3 PPP6C PPP6R1 PPP6R3 PREB PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PUM1 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB21 RAB27A RAB27B RAB30 RAB31 RAB32 RAB33A RAB33B RAB35 RAB36 RAB38 RAB39A RAB39B RAB3A RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB41 RAB43 RAB4A RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABEPK RABGAP1 RABGEF1 RAC1 RACGAP1 RALA RALGAPA2 RALGAPB REPS1 REPS2 RGP1 RHOBTB3 RHOQ RIC1 RIN1 RIN2 RIN3 RINL RINT1 RPS27A SAR1B SBF1 SBF2 SCARB2 SCFD1 SCOC SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SERPINA1 SFN SGIP1 SH3D19 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SLC18A3 SLC2A4 SLC2A8 SNAP23 SNAP29 SNAP91 SNAPIN SNF8 SNX18 SNX2 SNX5 SNX9 SORT1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC STAM STAM2 STON1 STON2 STX10 STX16 STX17 STX18 STX4 STX5 STX6 STXBP3 SURF4 SYNJ1 SYNJ2 SYS1 SYT1 SYT11 SYT2 SYT8 SYT9 SYTL1 TACR1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D24 TBC1D25 TBC1D3 TBC1D4 TBC1D7 TBC1D8B TF TFG TFRC TGFA TGOLN2 TJP1 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TMF1 TOR1A TOR1B TPD52 TPD52L1 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIP10 TRIP11 TSC1 TSC2 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TXNDC5 UBA52 UBAP1 UBB UBC UBQLN1 UBQLN2 ULK1 USE1 USO1 USP6NL VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS45 VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 VTA1 VTI1A WASL WNT5A YIPF6 YKT6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZW10 REACTOME_METABOLIC_DISORDERS_OF_BIOLOGICAL_OXIDATION_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLIC_DISORDERS_OF_BIOLOGICAL_OXIDATION_ENZYMES ACY1 AHCY CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1B1 CYP21A2 CYP24A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2R1 CYP2U1 CYP4F22 CYP7B1 FDX1 FDX2 FDXR FMO3 GCLC GCLM GGT1 GSS MAOA MAT1A OPLAH SLC35D1 TBXAS1 TPMT UGT1A1 UGT1A4 REACTOME_METABOLISM_OF_AMINE_DERIVED_HORMONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_AMINE_DERIVED_HORMONES AANAT ASMT CGA DBH DDC DIO1 DIO2 DIO3 DUOX1 DUOX2 IYD PNMT SLC5A5 TH TPH1 TPH2 TPO TSHB REACTOME_METABOLISM_OF_AMINO_ACIDS_AND_DERIVATIVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_AMINO_ACIDS_AND_DERIVATIVES AADAT AANAT AASS ACAD8 ACADSB ACAT1 ACMSD ADI1 ADO AFMID AGMAT AGXT AGXT2 AHCY AIMP1 AIMP2 ALDH18A1 ALDH4A1 ALDH6A1 ALDH7A1 ALDH9A1 AMD1 AMDHD1 AMT APIP ARG1 ARG2 ASL ASMT ASNS ASPA ASPG ASRGL1 ASS1 AUH AZIN1 AZIN2 BBOX1 BCAT1 BCAT2 BCKDHA BCKDHB BCKDK BHMT BHMT2 CARNMT1 CARNS1 CBS CDO1 CGA CHDH CKB CKM CKMT1A CKMT1B CKMT2 CPS1 CRYM CSAD CTH DAO DARS1 DBH DBT DCT DDC DDO DHTKD1 DIO1 DIO2 DIO3 DLD DLST DMGDH DUOX1 DUOX2 ECHS1 EEF1E1 EEFSEC ENOPH1 EPRS1 ETHE1 FAH FAU FMO1 FOLH1 FTCD GADL1 GAMT GATM GCAT GCDH GCSH GLDC GLS GLS2 GLUD1 GLUD2 GLUL GNMT GOT1 GOT2 GPT GPT2 GRHPR GSR GSTZ1 HAAO HAL HAO1 HDC HGD HIBADH HIBCH HNMT HOGA1 HPD HSD17B10 HYKK IARS1 IDO1 IDO2 IL4I1 INMT IVD IYD KARS1 KMO KYAT1 KYAT3 KYNU LARS1 MARS1 MAT1A MCCC1 MCCC2 MPST MRI1 MRPS36 MTAP MTR MTRR NAALAD2 NAGS NAT8L NMRAL1 NNMT NQO1 OAT OAZ1 OAZ2 OAZ3 OCA2 ODC1 OGDH OTC PAH PAOX PAPSS1 PAPSS2 PCBD1 PHGDH PHYKPL PIPOX PNMT PPM1K PRODH PRODH2 PSAT1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSPH PSTK PXMP2 PYCR1 PYCR2 PYCR3 QARS1 QDPR RARS1 RIDA RIMKLA RIMKLB RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SARDH SARS1 SAT1 SCLY SDS SDSL SECISBP2 SEM1 SEPHS2 SEPSECS SERINC1 SERINC2 SERINC3 SERINC4 SERINC5 SHMT1 SLC25A10 SLC25A12 SLC25A13 SLC25A15 SLC25A2 SLC25A21 SLC25A44 SLC36A4 SLC3A2 SLC44A1 SLC45A2 SLC5A5 SLC6A11 SLC6A12 SLC6A7 SLC6A8 SLC7A5 SMOX SMS SQOR SRM SRR SUOX TAT TDO2 TH TMLHE TPH1 TPH2 TPO TSHB TST TSTD1 TXN2 TXNRD1 TYR TYRP1 UBA52 UROC1 REACTOME_METABOLISM_OF_ANGIOTENSINOGEN_TO_ANGIOTENSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_ANGIOTENSINOGEN_TO_ANGIOTENSINS ACE ACE2 AGT ANPEP ATP6AP2 CES1 CMA1 CPA3 CPB1 CPB2 CTSD CTSG CTSZ ENPEP GZMH MME REN REACTOME_METABOLISM_OF_CARBOHYDRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_CARBOHYDRATES AAAS ABCC5 ACAN ADPGK AGL AGRN AKR1A1 AKR1B1 ALDH1A1 ALDOA ALDOB ALDOC ARSB B3GALT1 B3GALT2 B3GALT4 B3GALT5 B3GALT6 B3GAT1 B3GAT2 B3GAT3 B3GNT2 B3GNT3 B3GNT4 B3GNT7 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GALT7 B4GAT1 BCAN BGN BPGM CALM1 CD44 CEMIP CHP1 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST2 CHST3 CHST5 CHST6 CHST7 CHST9 CHSY1 CHSY3 CRYL1 CSGALNACT1 CSGALNACT2 CSPG4 CSPG5 DCN DCXR DERA DSE DSEL ENO1 ENO2 ENO3 ENO4 EPM2A EXT1 EXT2 FBP1 FBP2 FMOD FUT1 FUT10 FUT11 FUT2 FUT3 FUT4 FUT5 FUT6 FUT7 FUT9 G6PC1 G6PC2 G6PC3 G6PD GAA GALE GALK1 GALNS GALT GAPDH GAPDHS GBE1 GCK GCKR GLB1 GLB1L GLB1L2 GLB1L3 GLCE GLYCTK GNPDA1 GNPDA2 GNS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPI GUSB GYG1 GYG2 GYS1 GYS2 HAS1 HAS2 HAS3 HEXA HEXB HGSNAT HK1 HK2 HK3 HKDC1 HMMR HPSE HPSE2 HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 HSPG2 HYAL1 HYAL2 HYAL3 IDS IDUA KERA KHK LALBA LUM LYVE1 MAN2B1 MAN2B2 MAN2C1 MANBA NAGLU NCAN NDC1 NDST1 NDST2 NDST3 NDST4 NHLRC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OGN OMD PAPSS1 PAPSS2 PC PCK1 PCK2 PFKFB1 PFKFB2 PFKFB3 PFKFB4 PFKL PFKM PFKP PGAM1 PGAM2 PGD PGK1 PGK2 PGLS PGM1 PGM2 PGM2L1 PGP PHKA1 PHKA2 PHKB PHKG1 PHKG2 PKLR PKM POM121 POM121C PPP1R3C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRELP PRKACA PRKACB PRKACG PRPS1 PRPS1L1 PRPS2 PYGB PYGL PYGM RAE1 RANBP2 RBKS RHCE RHD RPE RPEL1 RPIA RPS27A SDC1 SDC2 SDC3 SDC4 SEC13 SEH1L SGSH SHPK SLC26A1 SLC26A2 SLC2A1 SLC35B2 SLC35B3 SLC35D2 SLC37A1 SLC37A2 SLC37A4 SLC9A1 SORD ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL6 ST6GALNAC6 STAB2 TALDO1 TKFC TKT TPI1 TPR UBA52 UBB UBC UGP2 UST VCAN XYLB XYLT1 XYLT2 REACTOME_METABOLISM_OF_COFACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_COFACTORS ACO1 AKT1 CALM1 COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 DHFR GCH1 GCHFR HPDL HSP90AA1 IDH1 NOS3 PDSS1 PDSS2 PRKG2 PTS SPR STARD7 REACTOME_METABOLISM_OF_FAT_SOLUBLE_VITAMINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_FAT_SOLUBLE_VITAMINS AGRN AKR1B10 AKR1C1 AKR1C3 AKR1C4 APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE APOM BCO1 BCO2 CLPS GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPIHBP1 HSPG2 LDLR LPL LRAT LRP1 LRP10 LRP12 LRP2 LRP8 PLB1 PNLIP RBP1 RBP2 RBP4 RDH11 RETSAT SDC1 SDC2 SDC3 SDC4 TTPA TTR UBIAD1 VKORC1 VKORC1L1 REACTOME_METABOLISM_OF_FOLATE_AND_PTERINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_FOLATE_AND_PTERINES ALDH1L1 ALDH1L2 DHFR DHFR2 FOLR2 FPGS MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS SHMT1 SHMT2 SLC19A1 SLC25A32 SLC46A1 REACTOME_METABOLISM_OF_INGESTED_SEMET_SEC_MESEC_INTO_H2SE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_INGESTED_SEMET_SEC_MESEC_INTO_H2SE AHCY CBS CTH GNMT HNMT MAT1A NNMT SCLY REACTOME_METABOLISM_OF_LIPIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_LIPIDS A4GALT AACS ABCA1 ABCB11 ABCB4 ABCC1 ABCC3 ABCD1 ABCG2 ABHD3 ABHD4 ABHD5 ACAA1 ACAA2 ACACA ACACB ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACAT1 ACAT2 ACBD4 ACBD5 ACBD6 ACBD7 ACER1 ACER2 ACER3 ACHE ACLY ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX1 ACOX2 ACOX3 ACOXL ACP6 ACSBG1 ACSBG2 ACSF2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSM3 ACSM6 ACSS3 AGK AGMO AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGPS AGT AHR AKR1B1 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALAS1 ALB ALDH3A2 ALDH3B1 ALDH3B2 ALOX12 ALOX12B ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 ALPI AMACR ANGPTL4 ANKRD1 APOA1 APOA2 APOA5 ARF1 ARF3 ARNT ARNT2 ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ARV1 ASAH1 ASAH2 AWAT1 AWAT2 B3GALNT1 B3GALT4 B3GNT5 B4GALNT1 B4GALT5 B4GALT6 BAAT BCHE BDH1 BDH2 BMAL1 BMX CARM1 CAV1 CBR1 CBR4 CCNC CD36 CDIPT CDK19 CDK8 CDS1 CDS2 CEPT1 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CGA CH25H CHAT CHD9 CHKA CHKB CHPT1 CIDEA CIDEC CLOCK CPNE1 CPNE3 CPNE6 CPNE7 CPT1A CPT1B CPT2 CRAT CREBBP CRLS1 CROT CSNK1G2 CSNK2A1 CSNK2A2 CSNK2B CTSA CUBN CYB5B CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP27A1 CYP27B1 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2J2 CYP2R1 CYP2U1 CYP39A1 CYP3A4 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DBI DDHD1 DDHD2 DECR1 DECR2 DEGS1 DEGS2 DGAT1 DGAT2 DGAT2L6 DHCR24 DHCR7 DHRS7B DPEP1 DPEP2 DPEP3 EBP ECHS1 ECI1 ECI2 EHHADH ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 ENPP6 ENPP7 EP300 EPHX2 ESRRA ETNK1 ETNK2 ETNPPL FA2H FAAH FAAH2 FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FABP9 FADS1 FADS2 FAM120B FAR1 FAR2 FASN FDFT1 FDPS FDX1 FDX2 FDXR FHL2 FIG4 FITM1 FITM2 FUT1 FUT2 G0S2 GAL3ST1 GALC GBA1 GBA2 GBA3 GC GDE1 GDPD1 GDPD3 GDPD5 GGPS1 GGT1 GGT5 GK GK2 GK3 GLA GLB1 GLB1L GLB1L2 GLB1L3 GLIPR1 GM2A GNPAT GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPD1L GPD2 GPS2 GPX1 GPX2 GPX4 GRHL1 GSTM4 HACD1 HACD2 HACD3 HACD4 HACL1 HADH HADHA HADHB HAO2 HDAC3 HELZ2 HEXA HEXB HILPDA HMGCL HMGCLL1 HMGCR HMGCS1 HMGCS2 HPGD HPGDS HSD11B1 HSD11B2 HSD17B1 HSD17B11 HSD17B12 HSD17B13 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 HTD2 IDI1 IDI2 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 INSIG1 INSIG2 KDSR KPNB1 LBR LCLAT1 LDLRAP1 LGMN LHB LIPE LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 LRP2 LSS LTA4H LTC4S M6PR MAPKAPK2 MBOAT1 MBOAT2 MBOAT7 MBTPS1 MBTPS2 MCAT MCEE ME1 MECR MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MFSD2A MFSD2B MGLL MID1IP1 MIGA1 MIGA2 MLYCD MMAA MMUT MOGAT1 MOGAT2 MOGAT3 MORC2 MSMO1 MTF1 MTM1 MTMR1 MTMR10 MTMR12 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 MVD MVK NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NDUFAB1 NEU1 NEU2 NEU3 NEU4 NFYA NFYB NFYC NPAS2 NR1D1 NR1H2 NR1H3 NR1H4 NRF1 NSDHL NUDT19 NUDT7 OCRL OLAH ORMDL1 ORMDL2 ORMDL3 OSBP OSBPL10 OSBPL1A OSBPL2 OSBPL3 OSBPL5 OSBPL6 OSBPL7 OSBPL8 OSBPL9 OXCT1 OXCT2 PCCA PCCB PCTP PCYT1A PCYT1B PCYT2 PECR PEMT PEX11A PGS1 PHOSPHO1 PHYH PI4K2A PI4K2B PI4KA PI4KB PIAS4 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP5K1A PIP5K1B PIP5K1C PISD PITPNB PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G15 PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLD1 PLD2 PLD3 PLD4 PLD6 PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA6 PLEKHA8 PLIN1 PLIN2 PLIN3 PLPP1 PLPP2 PLPP3 PLPP6 PMVK PNPLA2 PNPLA3 PNPLA4 PNPLA5 PNPLA6 PNPLA7 PNPLA8 POMC PON1 PON2 PON3 PPARA PPARD PPARG PPARGC1A PPARGC1B PPM1L PPP1CA PPP1CB PPP1CC PPT1 PPT2 PRKAA2 PRKAB2 PRKACA PRKACB PRKACG PRKAG2 PRKD1 PRKD2 PRKD3 PRXL2B PSAP PTDSS1 PTDSS2 PTEN PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR1 PTGR2 PTGS1 PTGS2 PTPMT1 PTPN13 RAB14 RAB4A RAB5A RAN RGL1 RORA RUFY1 RXRA RXRB SACM1L SAMD8 SAR1B SBF1 SBF2 SC5D SCAP SCD SCD5 SCP2 SEC23A SEC24A SEC24B SEC24C SEC24D SELENOI SERPINA6 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SIN3A SIN3B SLC10A1 SLC10A2 SLC22A5 SLC25A17 SLC25A20 SLC27A1 SLC27A2 SLC27A3 SLC27A5 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 SMARCD3 SMPD1 SMPD2 SMPD3 SMPD4 SP1 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC5 ST6GALNAC6 ST8SIA5 STAR STARD10 STARD3 STARD3NL STARD4 STARD5 STARD6 STARD7 STS SULT2A1 SUMF1 SUMF2 SUMO2 SYNJ1 SYNJ2 TAFAZZIN TBL1X TBL1XR1 TBXAS1 TECR TECRL TGS1 THEM4 THEM5 THRAP3 THRSP TIAM2 TM7SF2 TMEM86B TNFAIP8 TNFAIP8L1 TNFAIP8L2 TNFAIP8L3 TNFRSF21 TPTE TPTE2 TRIB3 TSPO TSPOAP1 TXNRD1 UBE2I UGCG UGT1A9 UGT8 VAC14 VAPA VAPB VDR REACTOME_METABOLISM_OF_NITRIC_OXIDE_NOS3_ACTIVATION_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_NITRIC_OXIDE_NOS3_ACTIVATION_AND_REGULATION AKT1 CALM1 CAV1 CYGB DDAH1 DNM2 HSP90AA1 LYPLA1 NOS3 NOSIP NOSTRIN SPR WASL ZDHHC21 REACTOME_METABOLISM_OF_NUCLEOTIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_NUCLEOTIDES ADA ADAL ADK ADPRM ADSL ADSS1 ADSS2 AGXT2 AK1 AK2 AK4 AK5 AK6 AK7 AK8 AK9 AMPD1 AMPD2 AMPD3 APRT ATIC CAD CDA CMPK1 CTPS1 CTPS2 DCK DCTD DCTPP1 DGUOK DHODH DNPH1 DPYD DPYS DTYMK DUT ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 GART GDA GLRX GMPR GMPR2 GMPS GSR GUK1 HPRT1 IMPDH1 IMPDH2 ITPA NME1 NME2 NME3 NME4 NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT1 NUDT13 NUDT15 NUDT16 NUDT18 NUDT5 NUDT9 PAICS PFAS PNP PPAT PUDP RRM1 RRM2 RRM2B SAMHD1 TK1 TK2 TXN TXNRD1 TYMP TYMS UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPP2 XDH REACTOME_METABOLISM_OF_POLYAMINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_POLYAMINES AGMAT AMD1 AZIN1 AZIN2 NQO1 OAZ1 OAZ2 OAZ3 ODC1 PAOX PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 SAT1 SEM1 SMOX SMS SRM REACTOME_METABOLISM_OF_PORPHYRINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_PORPHYRINS ABCC1 ABCC2 ABCG2 ALAD ALAS1 ALAS2 ALB BLVRA BLVRB COX10 COX15 CPOX FABP1 FECH FLVCR1 GSTA1 HMBS HMOX1 HMOX2 PPOX SLCO1B1 SLCO1B3 SLCO2B1 UGT1A1 UGT1A4 UROD UROS REACTOME_METABOLISM_OF_RNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_RNA A1CF AAAS ACIN1 ADAR ADARB1 ADAT1 ADAT2 ADAT3 AKT1 ALKBH8 ALYREF ANP32A APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3H APOBEC4 AQR BCAS2 BMS1 BOP1 BUD13 BUD23 BUD31 BYSL C1D C2orf49 C9orf78 CACTIN CASC3 CCAR1 CCDC12 CCNH CDC40 CDC5L CDK7 CDKAL1 CHERP CHTOP CLNS1A CLP1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CRNKL1 CSNK1D CSNK1E CSTF1 CSTF2 CSTF2T CSTF3 CTNNBL1 CTU1 CTU2 CWC15 CWC22 CWC25 CWC27 CWF19L2 DCAF13 DCP1A DCP1B DCP2 DCPS DDX1 DDX20 DDX21 DDX23 DDX39A DDX39B DDX41 DDX42 DDX46 DDX47 DDX49 DDX5 DDX52 DDX6 DHX15 DHX16 DHX35 DHX37 DHX38 DHX8 DHX9 DIMT1 DIS3 DKC1 DNAJC8 DUS2 EBNA1BP2 EDC3 EDC4 EFTUD2 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 ELAC2 ELAVL1 EMG1 EPRS1 ERCC2 ERCC3 ERI1 ETF1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAM32A FAM50A FAM98B FASTK FASTKD2 FASTKD5 FAU FBL FCF1 FIP1L1 FTSJ1 FTSJ3 FUS FYTTD1 GAR1 GCFC2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GLE1 GNL3 GPATCH1 GPKOW GRSF1 GSPT1 GSPT2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 GTPBP3 HBS1L HEATR1 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HSD17B10 HSPA1A HSPA8 HSPB1 HTATSF1 IGF2BP1 IGF2BP2 IGF2BP3 IK IMP3 IMP4 ISG20L2 ISY1 KHSRP KRR1 LAGE3 LAS1L LCMT2 LENG1 LRPPRC LSM1 LSM10 LSM11 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LTV1 LUC7L3 LUZP4 MAGOH MAGOHB MAPK11 MAPK14 MAPKAPK2 METTL1 METTL14 METTL3 MFAP1 MNAT1 MPHOSPH10 MPHOSPH6 MRM1 MRM2 MRM3 MT-RNR1 MT-RNR2 MTERF4 MTO1 MTREX NAT10 NCBP1 NCBP2 NCL NDC1 NHP2 NIP7 NKAP NOB1 NOC4L NOL11 NOL12 NOL6 NOL9 NOP10 NOP14 NOP2 NOP56 NOP58 NSRP1 NSUN2 NSUN4 NSUN6 NT5C3B NUDT21 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 NXF2 NXF2B NXT1 OSGEP PABPC1 PABPN1 PAIP1 PAN2 PAN3 PAPOLA PARN PATL1 PCBP1 PCBP2 PCF11 PDCD11 PDCD7 PELP1 PES1 PHAX PHF5A PLRG1 PNN PNO1 PNPT1 PNRC2 POLDIP3 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C POP1 POP4 POP5 POP7 PPIE PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL4 PPP1R8 PPP2CA PPP2R1A PPP2R2A PPWD1 PQBP1 PRCC PRKCA PRKCD PRKRIP1 PRMT5 PRORP PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF4 PRPF40A PRPF4B PRPF6 PRPF8 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTBP1 PUF60 PUS1 PUS3 PUS7 PWP2 QTRT1 QTRT2 RAE1 RAN RANBP2 RBM10 RBM17 RBM22 RBM25 RBM28 RBM39 RBM42 RBM5 RBM7 RBM8A RBMX RBMX2 RCL1 REXO2 RIOK1 RIOK2 RIOK3 RNF113A RNGTT RNMT RNPC3 RNPS1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RRP1 RRP36 RRP7A RRP9 RTCB RTRAF SAP18 SARNP SART1 SDE2 SEC13 SEH1L SEM1 SENP3 SET SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SKIC2 SKIC3 SKIC8 SLBP SLIRP SLU7 SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 SMN1 SMN2 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SNUPN SNW1 SRRM1 SRRM2 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 STEEP1 SUGP1 SUPT5H SUPV3L1 SYF2 SYMPK TBL3 TBRG4 TCERG1 TEX10 TFB1M TFIP11 TGS1 THADA THG1L THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THUMPD1 TNFSF13 TNKS1BP1 TNPO1 TP53RK TPR TPRKB TRA2B TRDMT1 TRIT1 TRMT1 TRMT10A TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TSEN15 TSEN2 TSEN34 TSEN54 TSR1 TSR3 TUT4 TUT7 TXNL4A TYW1 TYW3 TYW5 U2AF1 U2AF1L4 U2AF2 U2SURP UBA52 UBB UBC UBL5 UPF1 UPF2 UPF3A UPF3B URM1 USP39 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP25 UTP3 UTP4 UTP6 WBP11 WBP4 WDR12 WDR18 WDR3 WDR33 WDR36 WDR4 WDR43 WDR46 WDR70 WDR75 WDR77 WTAP XAB2 XPO1 XPOT XRN1 XRN2 YBX1 YJU2 YWHAB YWHAZ ZBTB8OS ZC3H11A ZCRB1 ZFP36 ZFP36L1 ZMAT2 ZMAT5 ZNF473 ZNF830 ZRSR2 REACTOME_METABOLISM_OF_STEROIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_STEROIDS ABCB11 ABCC3 ACACA ACACB ACAT2 ACOT8 ACOX2 AKR1B1 AKR1B15 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 ALB AMACR ARV1 BAAT CARM1 CGA CH25H CHD9 CREBBP CUBN CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 CYP24A1 CYP27A1 CYP27B1 CYP2R1 CYP39A1 CYP46A1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DHCR24 DHCR7 EBP ELOVL6 FABP6 FASN FDFT1 FDPS FDX1 FDX2 FDXR GC GGPS1 GPAM HELZ2 HMGCR HMGCS1 HSD11B1 HSD11B2 HSD17B1 HSD17B11 HSD17B12 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD3B1 HSD3B2 HSD3B7 IDI1 IDI2 INSIG1 INSIG2 KPNB1 LBR LDLRAP1 LGMN LHB LRP2 LSS MBTPS1 MBTPS2 MED1 MSMO1 MTF1 MVD MVK NCOA1 NCOA2 NCOA6 NFYA NFYB NFYC NR1H4 NSDHL OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 PIAS4 PLPP6 PMVK POMC PPARA RAN RXRA SAR1B SC5D SCAP SCD SCP2 SEC23A SEC24A SEC24B SEC24C SEC24D SERPINA6 SLC10A1 SLC10A2 SLC27A2 SLC27A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 SMARCD3 SP1 SQLE SRD5A1 SRD5A2 SRD5A3 SREBF1 SREBF2 STAR STARD3 STARD3NL STARD4 STARD5 STARD6 STS SUMO2 TBL1X TBL1XR1 TGS1 TM7SF2 TSPO TSPOAP1 UBE2I VDR REACTOME_METABOLISM_OF_STEROID_HORMONES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_STEROID_HORMONES AKR1B1 AKR1B15 CGA CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 FDX1 FDX2 FDXR HSD11B1 HSD11B2 HSD17B1 HSD17B11 HSD17B12 HSD17B14 HSD17B2 HSD17B3 HSD3B1 HSD3B2 LHB POMC SERPINA6 SRD5A1 SRD5A2 SRD5A3 STAR STARD3 STARD3NL STARD4 STARD6 STS TSPO TSPOAP1 REACTOME_METABOLISM_OF_VITAMINS_AND_COFACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_VITAMINS_AND_COFACTORS AASDHPPT ABCC1 ABCD4 ACACA ACACB ACO1 ACP5 AGRN AKR1B10 AKR1C1 AKR1C3 AKR1C4 AKT1 ALDH1L1 ALDH1L2 AMN AOX1 APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE APOM BCO1 BCO2 BST1 BTD CALM1 CBLIF CD320 CD38 CLPS COASY COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 CTRB1 CTRB2 CUBN CYB5A CYB5R3 CYP8B1 DCAKD DHFR DHFR2 ENPP1 ENPP2 ENPP3 FASN FLAD1 FOLR2 FPGS GCH1 GCHFR GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPHN GPIHBP1 GSTO1 GSTO2 HLCS HPDL HSP90AA1 HSPG2 IDH1 LDLR LDLRAP1 LMBRD1 LPL LRAT LRP1 LRP10 LRP12 LRP2 LRP8 MCCC1 MCCC2 MMAA MMAB MMACHC MMADHC MMUT MOCOS MOCS1 MOCS2 MOCS3 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR MTRR NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NAXE NFS1 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NOS3 NT5E NUDT12 NUDT8 PANK1 PANK2 PANK3 PANK4 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PC PCCA PCCB PDSS1 PDSS2 PDXK PDZD11 PLB1 PNLIP PNPO PPCDC PPCS PRKG2 PRSS1 PRSS3 PTGIS PTGS2 PTS QPRT RBP1 RBP2 RBP4 RDH11 RETSAT RFK RNLS SDC1 SDC2 SDC3 SDC4 SHMT1 SHMT2 SLC19A1 SLC19A2 SLC19A3 SLC22A13 SLC23A1 SLC23A2 SLC25A16 SLC25A19 SLC25A32 SLC25A42 SLC2A1 SLC2A3 SLC46A1 SLC52A1 SLC52A2 SLC52A3 SLC5A6 SLC5A8 SPR STARD7 TCN1 TCN2 THTPA TPK1 TTPA TTR UBIAD1 VKORC1 VKORC1L1 VNN1 VNN2 REACTOME_METABOLISM_OF_WATER_SOLUBLE_VITAMINS_AND_COFACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METABOLISM_OF_WATER_SOLUBLE_VITAMINS_AND_COFACTORS AASDHPPT ABCC1 ABCD4 ACACA ACACB ACP5 ALDH1L1 ALDH1L2 AMN AOX1 BST1 BTD CBLIF CD320 CD38 COASY CTRB1 CTRB2 CUBN CYB5A CYB5R3 CYP8B1 DCAKD DHFR DHFR2 ENPP1 ENPP2 ENPP3 FASN FLAD1 FOLR2 FPGS GPHN GSTO1 GSTO2 HLCS LDLRAP1 LMBRD1 LRP2 MCCC1 MCCC2 MMAA MMAB MMACHC MMADHC MMUT MOCOS MOCS1 MOCS2 MOCS3 MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTHFS MTR MTRR NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NAXE NFS1 NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NT5E NUDT12 NUDT8 PANK1 PANK2 PANK3 PANK4 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PC PCCA PCCB PDXK PDZD11 PNPO PPCDC PPCS PRSS1 PRSS3 PTGIS PTGS2 QPRT RFK RNLS SHMT1 SHMT2 SLC19A1 SLC19A2 SLC19A3 SLC22A13 SLC23A1 SLC23A2 SLC25A16 SLC25A19 SLC25A32 SLC25A42 SLC2A1 SLC2A3 SLC46A1 SLC52A1 SLC52A2 SLC52A3 SLC5A6 SLC5A8 TCN1 TCN2 THTPA TPK1 VNN1 VNN2 REACTOME_METALLOPROTEASE_DUBS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METALLOPROTEASE_DUBS ABRAXAS1 ABRAXAS2 BABAM1 BABAM2 BARD1 BRCA1 BRCC3 EP300 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 KAT2B MYSM1 NLRP3 PSMD14 RPS27A STAM STAMBP STAMBPL1 UBA52 UBB UBC UIMC1 REACTOME_METALLOTHIONEINS_BIND_METALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METALLOTHIONEINS_BIND_METALS MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MT4 REACTOME_METAL_ION_SLC_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METAL_ION_SLC_TRANSPORTERS CP HEPH SLC11A1 SLC11A2 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC31A1 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC40A1 SLC41A1 SLC41A2 REACTOME_METAL_SEQUESTRATION_BY_ANTIMICROBIAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METAL_SEQUESTRATION_BY_ANTIMICROBIAL_PROTEINS LCN2 LTF S100A7 S100A7A S100A8 S100A9 REACTOME_METHIONINE_SALVAGE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METHIONINE_SALVAGE_PATHWAY ADI1 APIP ENOPH1 GOT1 MRI1 MTAP REACTOME_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_METHYLATION AHCY AS3MT COMT CYP1A2 GSTO1 MAT1A MAT2A MAT2B MTR MTRR N6AMT1 NNMT TPMT TRMT112 REACTOME_MET_ACTIVATES_PI3K_AKT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_PI3K_AKT_SIGNALING GAB1 GRB2 HGF MET PIK3CA PIK3R1 REACTOME_MET_ACTIVATES_PTK2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_PTK2_SIGNALING COL11A1 COL11A2 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 FN1 HGF ITGA2 ITGA3 ITGB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 MET PTK2 SRC REACTOME_MET_ACTIVATES_PTPN11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_PTPN11 GAB1 GRB2 HGF MET PTPN11 REACTOME_MET_ACTIVATES_RAP1_AND_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_RAP1_AND_RAC1 CRK CRKL DOCK7 GAB1 GRB2 HGF MET RAC1 RAP1A RAP1B RAPGEF1 REACTOME_MET_ACTIVATES_RAS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_ACTIVATES_RAS_SIGNALING GRB2 HGF HRAS KRAS MET MUC20 NRAS RANBP10 RANBP9 SHC1 SOS1 REACTOME_MET_INTERACTS_WITH_TNS_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_INTERACTS_WITH_TNS_PROTEINS HGF ITGB1 MET TNS3 TNS4 REACTOME_MET_PROMOTES_CELL_MOTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_PROMOTES_CELL_MOTILITY COL11A1 COL11A2 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 CRK CRKL DOCK7 FN1 GAB1 GRB2 HGF ITGA2 ITGA3 ITGB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 MET PTK2 RAC1 RAP1A RAP1B RAPGEF1 SRC TNS3 TNS4 REACTOME_MET_RECEPTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_RECEPTOR_ACTIVATION HGF HGFAC HPN MET SPINT1 SPINT2 REACTOME_MET_RECEPTOR_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MET_RECEPTOR_RECYCLING ARF6 CRK CRKL GAB1 GGA3 GRB2 HGF MET RAB4A RAB4B REACTOME_MHC_CLASS_II_ANTIGEN_PRESENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MHC_CLASS_II_ANTIGEN_PRESENTATION ACTR10 ACTR1A ACTR1B AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARF1 CANX CAPZA1 CAPZA2 CAPZA3 CAPZB CD74 CENPE CLTA CLTC CTSA CTSB CTSC CTSD CTSE CTSF CTSH CTSK CTSL CTSO CTSS CTSV DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DNM1 DNM2 DNM3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IFI30 KIF11 KIF15 KIF18A KIF20A KIF22 KIF23 KIF26A KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIFAP3 KLC1 KLC2 KLC3 KLC4 LAG3 LGMN OSBPL1A RAB7A RACGAP1 RILP SAR1B SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEC31A SH3GL2 SPTBN2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_MICRORNA_MIRNA_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MICRORNA_MIRNA_BIOGENESIS AGO1 AGO2 AGO3 AGO4 BCDIN3D DGCR8 DICER1 DROSHA MIR23B POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PRKRA RAN TARBP2 XPO5 REACTOME_MINERALOCORTICOID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MINERALOCORTICOID_BIOSYNTHESIS CGA CYP11B2 CYP21A2 HSD3B1 HSD3B2 LHB REACTOME_MIRO_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MIRO_GTPASE_CYCLE MFN1 MFN2 MYO19 RAP1GDS1 RHOT1 RHOT2 TRAK1 TRAK2 REACTOME_MISCELLANEOUS_SUBSTRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MISCELLANEOUS_SUBSTRATES CYP2D6 CYP2S1 CYP2U1 CYP2W1 CYP3A43 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 REACTOME_MISCELLANEOUS_TRANSPORT_AND_BINDING_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MISCELLANEOUS_TRANSPORT_AND_BINDING_EVENTS ADD1 ADD2 ADD3 ANKH AZGP1 CSN1S1 CSN3 CTNS DMTN LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E MAGT1 MMGT1 MRS2 NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 PIP SLC66A1 TUSC3 REACTOME_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MISMATCH_REPAIR EXO1 LIG1 MLH1 MSH2 MSH3 MSH6 PCNA PMS2 POLD1 POLD2 POLD3 POLD4 RPA1 RPA2 RPA3 REACTOME_MITF_M_DEPENDENT_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITF_M_DEPENDENT_GENE_EXPRESSION ACTB ACTL6A AGO1 AGO2 AGO3 AGO4 AKT2 ARID1A ARID1B ASAH1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H BCL2 BCL2A1 BCL7A BCL7B BCL7C BIRC7 CCNB1 CCND1 CDK2 CDKN1A CDKN2A CEACAM1 CREB1 CTNNB1 DCT DIAPH1 DICER1 DPF1 DPF2 DPF3 GMPR GPR143 HDAC1 HINT1 IRF4 LEF1 LIG1 MAPK14 MET MIR211 MITF MLANA MLPH MOV10 MYO5A MYRIP PLK1 PMEL POU3F2 PPARGC1A RAB27A SIN3A SIRT1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOX10 SS18 SS18L1 SYTL2 TBX2 TCF7 TCF7L1 TCF7L2 TERT TFAP2A TNRC6A TNRC6B TNRC6C TRPM1 TYR TYRP1 USF1 USP46 REACTOME_MITF_M_REGULATED_MELANOCYTE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITF_M_REGULATED_MELANOCYTE_DEVELOPMENT ACTB ACTL6A AGO1 AGO2 AGO3 AGO4 AIMP1 AIMP2 AKT2 AKT3 ALX3 ARID1A ARID1B ASAH1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H BCL2 BCL2A1 BCL7A BCL7B BCL7C BIRC7 CCNB1 CCND1 CDH1 CDK2 CDKN1A CDKN2A CEACAM1 CREB1 CREBBP CTNNB1 DARS1 DCT DIAPH1 DICER1 DPF1 DPF2 DPF3 EDN1 EDN3 EDNRB EEF1E1 EPRS1 FOXD3 GMPR GPR143 GSK3B HDAC1 HINT1 IARS1 ID1 IRF4 KARS1 KIT KITLG LARS1 LEF1 LIG1 MAPK1 MAPK14 MAPK3 MARS1 MC1R MC3R MC4R MC5R MET MIR211 MITF MLANA MLPH MOV10 MYO5A MYRIP PAX3 PLK1 PMEL POMC POU3F2 PPARGC1A QARS1 RAB27A RARS1 RPS6KA1 SIN3A SIRT1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SNAI2 SOX10 SOX2 SOX9 SS18 SS18L1 SYTL2 TBX2 TBX3 TCF7 TCF7L1 TCF7L2 TERT TFAP2A TFE3 TFEB TFEC TNRC6A TNRC6B TNRC6C TRPM1 TYR TYRP1 USF1 USP46 WNT3A XPO1 ZIC1 REACTOME_MITOCHONDRIAL_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_BIOGENESIS ACSS2 ALAS1 APOO APOOL ATF2 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO CALM1 CAMK4 CARM1 CHCHD3 CHCHD6 CHD9 CREB1 CREBBP CRTC1 CRTC2 CRTC3 CYCS DMAC2L DNAJC11 ESRRA GABPA GABPB1 GLUD1 GLUD2 HCFC1 HDAC3 HELZ2 HSPA9 IDH2 IMMT MAPK11 MAPK12 MAPK14 MED1 MEF2C MEF2D MICOS10 MICOS13 MT-ATP6 MT-ATP8 MTERF1 MTX1 MTX2 NCOA1 NCOA2 NCOA6 NCOR1 NR1D1 NRF1 PERM1 POLG2 POLRMT PPARA PPARGC1A PPARGC1B PPRC1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RXRA SAMM50 SIRT3 SIRT4 SIRT5 SMARCD3 SOD2 SSBP1 TBL1X TBL1XR1 TFAM TFB1M TFB2M TGS1 TMEM11 TWNK USP46 REACTOME_MITOCHONDRIAL_CALCIUM_ION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_CALCIUM_ION_TRANSPORT AFG3L2 AKAP1 LETM1 MAIP1 MCU MCUB MICU1 MICU2 MICU3 PARL PHB1 PHB2 PMPCA PMPCB SLC8A3 SLC8B1 SMDT1 SPG7 STOML2 VDAC1 VDAC2 VDAC3 YME1L1 REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION ACAA2 ACAD10 ACAD11 ACADL ACADM ACADS ACADVL ACBD6 ACBD7 ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT7 ACOT9 ACSF2 ACSM3 ACSM6 DBI DECR1 ECHS1 ECI1 HADH HADHA HADHB MCAT MCEE MECR MMAA MMUT NDUFAB1 PCCA PCCB PCTP THEM4 THEM5 REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION_OF_SATURATED_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION_OF_SATURATED_FATTY_ACIDS ACADL ACADM ACADS ACADVL ACSM3 ACSM6 ECHS1 HADH HADHA HADHB MECR REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION_OF_UNSATURATED_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_FATTY_ACID_BETA_OXIDATION_OF_UNSATURATED_FATTY_ACIDS ACADL ACADM DECR1 ECI1 HADHA HADHB REACTOME_MITOCHONDRIAL_IRON_SULFUR_CLUSTER_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_IRON_SULFUR_CLUSTER_BIOGENESIS FDX1 FDX2 FDXR FXN GLRX5 HSCB ISCA1 ISCA2 ISCU LYRM4 NFS1 SLC25A28 SLC25A37 REACTOME_MITOCHONDRIAL_PROTEIN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_PROTEIN_DEGRADATION ACAD8 ACADSB ACAT1 ACO2 ACOT2 AFG3L2 ALAS1 ALDH18A1 ALDH1B1 ALDH2 APP ARG2 ATP5F1A ATP5F1B ATP5F1C ATP5MG ATP5PD ATP5PF ATP5PO BDH1 CHCHD2 CLPP CLPX COX4I1 COX5A COX5B CS DBT DLD ECH1 ECI1 FECH FH GLUD1 HADH HMGCS2 HSD17B10 HSPA9 HSPD1 HTRA2 IARS2 IDH2 IDH3A LDHD LONP1 MDH2 ME2 MICU2 MRPL12 MRPL32 MRPS10 MRPS2 MT-ATP6 MT-CO1 MT-CO2 MT-ND1 MT-ND2 MT-ND5 MT-ND6 NADK2 NDUFA13 NDUFA2 NDUFB6 NDUFS1 NDUFS3 NDUFV1 NDUFV3 OGDH OMA1 OPA1 OXCT1 OXSM PCCB PDHA1 PDHB PDK1 PMPCA PRELID1 PRKACA SHMT2 SLC25A5 SLC25A6 SMDT1 SPG7 SSBP1 STAR STARD7 SUCLG2 TFAM TIMM10 TIMM17A TIMM22 TIMM9 TRIAP1 TWNK UQCRC2 UQCRQ YME1L1 REACTOME_MITOCHONDRIAL_PROTEIN_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_PROTEIN_IMPORT ACO2 ATP5F1A ATP5F1B ATP5MC1 BCS1L CHCHD10 CHCHD2 CHCHD3 CHCHD4 CHCHD5 CHCHD7 CMC2 CMC4 COA4 COA6 COQ2 COX17 COX19 CS CYC1 DNAJC19 FXN GFER GRPEL1 GRPEL2 HSCB HSPA9 HSPD1 IDH3G LDHD MTX1 MTX2 NDUFB8 OTC PAM16 PITRM1 PMPCA PMPCB SAMM50 SLC25A12 SLC25A13 SLC25A4 SLC25A6 TAFAZZIN TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 VDAC1 REACTOME_MITOCHONDRIAL_RNA_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_RNA_DEGRADATION FASTK FASTKD2 FASTKD5 GRSF1 LRPPRC MT-RNR1 MT-RNR2 PNPT1 REXO2 SLIRP SUPV3L1 TBRG4 REACTOME_MITOCHONDRIAL_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_TRANSLATION AURKAIP1 CHCHD1 DAP3 ERAL1 GADD45GIP1 GFM1 GFM2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MT-RNR1 MT-RNR2 MTFMT MTIF2 MTIF3 MTRF1L OXA1L PTCD3 TSFM TUFM REACTOME_MITOCHONDRIAL_TRNA_AMINOACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_TRNA_AMINOACYLATION AARS2 CARS2 DARS2 EARS2 FARS2 GARS1 HARS2 IARS2 KARS1 LARS2 MARS2 NARS2 PARS2 PPA2 QARS1 RARS2 SARS2 TARS2 VARS2 WARS2 YARS2 REACTOME_MITOCHONDRIAL_UNCOUPLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOCHONDRIAL_UNCOUPLING PM20D1 SLC25A14 SLC25A27 SLC25A4 UCP1 UCP2 UCP3 REACTOME_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOPHAGY ATG12 ATG5 ATG9A CSNK2A1 CSNK2A2 CSNK2B FUNDC1 MAP1LC3A MAP1LC3B MFN1 MFN2 MTERF3 OPTN PGAM5 PINK1 PRKN RPS27A SQSTM1 SRC TBK1 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 UBA52 UBB UBC UBE2D2 UBE2D3 UBE2L3 UBE2N UBE2V1 ULK1 VDAC1 VDAC2 VDAC3 REACTOME_MITOTIC_G1_PHASE_AND_G1_S_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_G1_PHASE_AND_G1_S_TRANSITION ABL1 AKT1 AKT2 AKT3 CABLES1 CCNA1 CCNA2 CCNB1 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDC25A CDC45 CDC6 CDC7 CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CDT1 CKS1B CUL1 DBF4 DHFR DYRK1A E2F1 E2F2 E2F3 E2F4 E2F5 E2F6 FBXO5 GMNN HDAC1 JAK2 LIN37 LIN52 LIN54 LIN9 LYN MAX MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MNAT1 MYBL2 MYC ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA1 POLA2 POLE POLE2 POLE3 POLE4 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3B PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 PTK6 RB1 RBBP4 RBL1 RBL2 RPA1 RPA2 RPA3 RPA4 RPS27A RRM2 SEM1 SKP1 SKP2 SRC TFDP1 TFDP2 TK1 TOP2A TYMS UBA52 UBB UBC WEE1 REACTOME_MITOTIC_G2_G2_M_PHASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_G2_G2_M_PHASES ACTR1A AJUBA AKAP9 ALMS1 AURKA BORA BTRC CCNA1 CCNA2 CCNB1 CCNB2 CCNH CCP110 CDC25A CDC25B CDC25C CDK1 CDK11A CDK11B CDK2 CDK5RAP2 CDK7 CDKN1A CENPF CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E CUL1 DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 E2F1 E2F3 EP300 FBXL18 FBXL7 FBXW11 FKBPL FOXM1 GTSE1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HMMR HSP90AA1 HSP90AB1 LCMT1 LIN37 LIN52 LIN54 LIN9 MAPRE1 MNAT1 MYBL2 MZT1 MZT2A MZT2B NDE1 NEDD1 NEK2 NINL NME7 ODF2 OFD1 OPTN PAFAH1B1 PCM1 PCNT PHLDA1 PKMYT1 PLK1 PLK4 PPME1 PPP1CB PPP1R12A PPP1R12B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R3B PRKACA PRKAR2B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAB8A RBBP4 RBX1 RPS27A SDCCAG8 SEM1 SFI1 SKP1 SSNA1 TP53 TPX2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBA52 UBB UBC WEE1 XPO1 YWHAE YWHAG REACTOME_MITOTIC_METAPHASE_AND_ANAPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_METAPHASE_AND_ANAPHASE AHCTF1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE2 AURKB B9D2 BANF1 BIRC5 BUB1 BUB1B BUB3 CC2D1B CCNB1 CCNB2 CDC16 CDC20 CDC23 CDC26 CDC27 CDCA5 CDCA8 CDK1 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLIP1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EMD ERCC6L ESPL1 FBXO5 HDAC8 INCENP IST1 ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 MAD1L1 MAD2L1 MAPRE1 MIS12 NDC1 NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP155 NUP160 NUP188 NUP205 NUP35 NUP37 NUP43 NUP54 NUP58 NUP62 NUP85 NUP93 NUP98 PAFAH1B1 PDS5A PDS5B PLK1 PMF1 POM121 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RAD21 RAN RANBP2 RANGAP1 RCC1 RCC2 RPS27 RPS27A SEC13 SEH1L SEM1 SGO1 SGO2 SIRT2 SKA1 SKA2 SMC1A SMC3 SPAST SPC24 SPC25 SPDL1 STAG1 STAG2 SUMO1 TAOK1 TMPO TNPO1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2I UBE2S VPS4A VRK1 VRK2 WAPL XPO1 ZW10 ZWILCH ZWINT REACTOME_MITOTIC_PROMETAPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_PROMETAPHASE ACTR1A AHCTF1 AKAP9 ALMS1 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CCNB1 CCNB2 CCP110 CDC20 CDCA5 CDCA8 CDK1 CDK5RAP2 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CLASP2 CLIP1 CNTRL CSNK1D CSNK1E CSNK2A1 CSNK2A2 CSNK2B DCTN1 DCTN2 DCTN3 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EML4 ERCC6L FIRRM HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC8 HSP90AA1 INCENP ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 MZT1 MZT2A MZT2B NCAPD2 NCAPG NCAPH NDC80 NDE1 NDEL1 NEDD1 NEK2 NEK6 NEK7 NEK9 NINL NME7 NSL1 NUDC NUF2 NUMA1 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PDS5A PDS5B PLK1 PLK4 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKACA PRKAR2B RAD21 RANBP2 RANGAP1 RCC2 RPS27 SDCCAG8 SEC13 SEH1L SFI1 SGO1 SGO2 SKA1 SKA2 SMC1A SMC2 SMC3 SMC4 SPC24 SPC25 SPDL1 SSNA1 STAG1 STAG2 TAOK1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WAPL XPO1 YWHAE YWHAG ZW10 ZWILCH ZWINT REACTOME_MITOTIC_PROPHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_PROPHASE AAAS ARPP19 BANF1 BLZF1 CCNB1 CCNB2 CDK1 CNEP1R1 CTDNEP1 EMD ENSA GOLGA2 GORASP1 GORASP2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KMT5A LEMD2 LEMD3 LMNA LMNB1 LPIN1 LPIN2 LPIN3 MAPK1 MAPK3 MASTL MCPH1 NCAPD3 NCAPG2 NCAPH2 NDC1 NEK6 NEK7 NEK9 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PHF8 PLK1 POM121 POM121C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2D PRKCA PRKCB RAB1A RAB1B RAB2A RAE1 RANBP2 RB1 SEC13 SEH1L SET SMC2 SMC4 TMPO TPR USO1 VRK1 VRK2 REACTOME_MITOTIC_SPINDLE_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_SPINDLE_CHECKPOINT AHCTF1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 CDCA8 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CKAP5 CLASP1 CLASP2 CLIP1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L INCENP ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RANBP2 RANGAP1 RCC2 RPS27 SEC13 SEH1L SGO1 SGO2 SKA1 SKA2 SPC24 SPC25 SPDL1 TAOK1 UBE2C UBE2D1 UBE2E1 UBE2S XPO1 ZW10 ZWILCH ZWINT REACTOME_MITOTIC_TELOPHASE_CYTOKINESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MITOTIC_TELOPHASE_CYTOKINESIS KIF20A KIF23 MAU2 NIPBL PDS5A PDS5B PLK1 RAD21 SMC1A SMC3 STAG1 STAG2 WAPL REACTOME_MODULATION_BY_MTB_OF_HOST_IMMUNE_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MODULATION_BY_MTB_OF_HOST_IMMUNE_SYSTEM B2M MRC1 RPS27A TLR2 UBA52 UBB UBC REACTOME_MOLECULES_ASSOCIATED_WITH_ELASTIC_FIBRES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MOLECULES_ASSOCIATED_WITH_ELASTIC_FIBRES BMP10 BMP2 BMP4 BMP7 EFEMP1 EFEMP2 ELN EMILIN1 EMILIN2 EMILIN3 FBLN1 FBLN2 FBLN5 FBN1 FBN2 FBN3 FN1 GDF5 ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 LTBP1 LTBP2 LTBP3 LTBP4 MFAP2 MFAP3 MFAP4 MFAP5 TGFB1 TGFB2 TGFB3 VTN REACTOME_MOLYBDENUM_COFACTOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MOLYBDENUM_COFACTOR_BIOSYNTHESIS GPHN MOCOS MOCS1 MOCS2 MOCS3 NFS1 REACTOME_MRNA_CAPPING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_CAPPING CCNH CDK7 ERCC2 ERCC3 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 NCBP1 NCBP2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RNGTT RNMT SUPT5H REACTOME_MRNA_DECAY_BY_3_TO_5_EXORIBONUCLEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_DECAY_BY_3_TO_5_EXORIBONUCLEASE DCPS DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HBS1L NT5C3B SKIC2 SKIC3 SKIC8 REACTOME_MRNA_DECAY_BY_5_TO_3_EXORIBONUCLEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_DECAY_BY_5_TO_3_EXORIBONUCLEASE DCP1A DCP1B DCP2 DDX6 EDC3 EDC4 LSM1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 PATL1 XRN1 REACTOME_MRNA_EDITING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_EDITING A1CF ADAR ADARB1 APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3H APOBEC4 REACTOME_MRNA_EDITING_C_TO_U_CONVERSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_EDITING_C_TO_U_CONVERSION A1CF APOBEC1 APOBEC2 APOBEC3A APOBEC3B APOBEC3C APOBEC3H APOBEC4 REACTOME_MRNA_SPLICING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_SPLICING ACIN1 ALYREF AQR BCAS2 BUD13 BUD31 C9orf78 CACTIN CASC3 CCAR1 CCDC12 CDC40 CDC5L CHERP CRNKL1 CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L2 DDX23 DDX39B DDX41 DDX42 DDX46 DDX5 DHX15 DHX16 DHX35 DHX38 DHX8 DHX9 DNAJC8 EFTUD2 EIF4A3 FAM32A FAM50A FUS GCFC2 GPATCH1 GPKOW GTF2F1 GTF2F2 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HSPA8 HTATSF1 IK ISY1 LENG1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L3 MAGOH MAGOHB MFAP1 MTREX NCBP1 NCBP2 NKAP NSRP1 PCBP1 PCBP2 PDCD7 PHF5A PLRG1 PNN POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL4 PPP1R8 PPWD1 PQBP1 PRCC PRKRIP1 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF4 PRPF40A PRPF4B PRPF6 PRPF8 PTBP1 PUF60 RBM10 RBM17 RBM22 RBM25 RBM39 RBM42 RBM5 RBM7 RBM8A RBMX RBMX2 RNF113A RNPC3 RNPS1 SAP18 SART1 SDE2 SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLU7 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SNW1 SRRM1 SRRM2 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 STEEP1 SUGP1 SYF2 TCERG1 TFIP11 TRA2B TXNL4A U2AF1 U2AF1L4 U2AF2 U2SURP UBL5 UPF3B USP39 WBP11 WBP4 WDR70 XAB2 YBX1 YJU2 ZCRB1 ZMAT2 ZMAT5 ZNF830 ZRSR2 REACTOME_MRNA_SPLICING_MINOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MRNA_SPLICING_MINOR_PATHWAY DDX23 DDX42 EFTUD2 GTF2F1 GTF2F2 NCBP1 NCBP2 PDCD7 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PRPF6 PRPF8 RNPC3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SNRNP200 SNRNP25 SNRNP35 SNRNP40 SNRNP48 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SRSF1 SRSF2 SRSF6 SRSF7 TXNL4A YBX1 ZCRB1 ZMAT5 ZRSR2 REACTOME_MTORC1_MEDIATED_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MTORC1_MEDIATED_SIGNALLING AKT1S1 EEF2K EIF4B EIF4E EIF4EBP1 EIF4G1 FKBP1A LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MLST8 MTOR RHEB RPS6 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD SLC38A9 YWHAB REACTOME_MTOR_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MTOR_SIGNALLING AKT1 AKT1S1 AKT2 CAB39 CAB39L EEF2K EIF4B EIF4E EIF4EBP1 EIF4G1 FKBP1A LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MLST8 MTOR PPM1A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RHEB RPS6 RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD SLC38A9 STK11 STRADA STRADB TSC1 TSC2 YWHAB REACTOME_MUCOPOLYSACCHARIDOSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MUCOPOLYSACCHARIDOSES ARSB GALNS GLB1 GNS GUSB HGSNAT HYAL1 IDS IDUA NAGLU SGSH REACTOME_MULTIFUNCTIONAL_ANION_EXCHANGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MULTIFUNCTIONAL_ANION_EXCHANGERS SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC5A12 REACTOME_MUSCARINIC_ACETYLCHOLINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MUSCARINIC_ACETYLCHOLINE_RECEPTORS CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 REACTOME_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MUSCLE_CONTRACTION ABCC9 ACTA1 ACTA2 ACTC1 ACTG2 ACTN2 ACTN3 AHCYL1 AKAP9 ALDH2 ANXA1 ANXA2 ANXA6 ASPH ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CACNA1C CACNA1G CACNA1H CACNA1I CACNA2D2 CACNB1 CACNB2 CACNG4 CACNG6 CACNG7 CACNG8 CALD1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASQ1 CASQ2 CAV3 CES1 CLIC2 CORIN DES DMD DMPK DYSF FGF11 FGF12 FGF13 FGF14 FKBP1B FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 GATA4 GUCY1A1 GUCY1A2 GUCY1B1 HIPK1 HIPK2 ITGA1 ITGB5 ITPR1 ITPR2 ITPR3 KAT2B KCNA5 KCND1 KCND2 KCND3 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNIP1 KCNIP2 KCNIP3 KCNIP4 KCNJ11 KCNJ12 KCNJ14 KCNJ2 KCNJ4 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 KCNQ1 LMOD1 MME MYBPC1 MYBPC2 MYBPC3 MYH11 MYH3 MYH6 MYH8 MYL1 MYL10 MYL11 MYL12A MYL12B MYL2 MYL3 MYL4 MYL5 MYL6 MYL6B MYL7 MYL9 MYLK NEB NKX2-5 NOS1 NPPA NPPC NPR1 NPR2 ORAI1 ORAI2 PAK1 PAK2 PDE5A PLN PRKACA PXN RANGRF RYR1 RYR2 RYR3 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SLC8A1 SLC8A2 SLC8A3 SLN SORBS1 SORBS3 SRI STIM1 TBX5 TCAP TLN1 TMOD1 TMOD2 TMOD3 TMOD4 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 TRDN TRIM72 TRPC1 TTN VCL VIM WWTR1 REACTOME_MYD88_INDEPENDENT_TLR4_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MYD88_INDEPENDENT_TLR4_CASCADE AGER ALPK1 APP ATF1 ATF2 BIRC2 BIRC3 BTRC CASP8 CD14 CHUK CREB1 CUL1 DUSP3 DUSP4 DUSP6 DUSP7 ELK1 FADD FBXW11 FOS HMGB1 IKBIP IKBKB IKBKE IKBKG IRAK1 IRAK2 IRF3 IRF7 JUN LRRC14 LY96 MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 OPTN PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PTPN11 RELA RIPK1 RIPK2 RIPK3 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A12 S100B SAA1 SARM1 SKP1 TAB1 TAB2 TAB3 TANK TBK1 TICAM1 TICAM2 TIFA TLR4 TNIP2 TP53 TRAF2 TRAF3 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2N UBE2V1 USP14 USP18 VRK3 REACTOME_MYOCLONIC_EPILEPSY_OF_LAFORA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MYOCLONIC_EPILEPSY_OF_LAFORA EPM2A GYG1 GYS1 NHLRC1 PPP1R3C RPS27A UBA52 UBB UBC REACTOME_MYOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_MYOGENESIS ABL1 BNIP2 BOC CDC42 CDH15 CDH2 CDH4 CDON CTNNA1 CTNNA2 CTNNB1 MAP2K6 MAPK11 MAPK12 MAPK14 MEF2A MEF2B MEF2C MEF2D MYF5 MYF6 MYOD1 MYOG NEO1 NTN3 SPAG9 TCF12 TCF3 TCF4 REACTOME_M_DECAY_DEGRADATION_OF_MATERNAL_MRNAS_BY_MATERNALLY_STORED_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_M_DECAY_DEGRADATION_OF_MATERNAL_MRNAS_BY_MATERNALLY_STORED_FACTORS AGO2 BTG4 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 DICER1 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 ELOC FGF8 NOBOX PABPC1 PABPN1L PADI6 PAIP1 PAIP2 POLR2D RPS2 TNKS1BP1 ZFP36L2 ZP2 REACTOME_M_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_M_PHASE AAAS ACTR1A AHCTF1 AKAP9 ALMS1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ANKLE2 ARPP19 AURKB B9D2 BANF1 BIRC5 BLZF1 BUB1 BUB1B BUB3 CC2D1B CCNB1 CCNB2 CCP110 CDC16 CDC20 CDC23 CDC26 CDC27 CDCA5 CDCA8 CDK1 CDK5RAP2 CENPA CENPC CENPE CENPF CENPH CENPI CENPJ CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CKAP5 CLASP1 CLASP2 CLIP1 CNEP1R1 CNTRL CSNK1D CSNK1E CSNK2A1 CSNK2A2 CSNK2B CTDNEP1 DCTN1 DCTN2 DCTN3 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EMD EML4 ENSA ERCC6L ESPL1 FBXO5 FIRRM GOLGA2 GORASP1 GORASP2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HDAC8 HSP90AA1 INCENP IST1 ITGB3BP KIF18A KIF20A KIF23 KIF2A KIF2B KIF2C KMT5A KNL1 KNTC1 KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 LPIN1 LPIN2 LPIN3 MAD1L1 MAD2L1 MAPK1 MAPK3 MAPRE1 MASTL MAU2 MCPH1 MIS12 MZT1 MZT2A MZT2B NCAPD2 NCAPD3 NCAPG NCAPG2 NCAPH NCAPH2 NDC1 NDC80 NDE1 NDEL1 NEDD1 NEK2 NEK6 NEK7 NEK9 NINL NIPBL NME7 NSL1 NUDC NUF2 NUMA1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PDS5A PDS5B PHF8 PLK1 PLK4 PMF1 POM121 POM121C PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2D PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKACA PRKAR2B PRKCA PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RAB1A RAB1B RAB2A RAD21 RAE1 RAN RANBP2 RANGAP1 RB1 RCC1 RCC2 RPS27 RPS27A SDCCAG8 SEC13 SEH1L SEM1 SET SFI1 SGO1 SGO2 SIRT2 SKA1 SKA2 SMC1A SMC2 SMC3 SMC4 SPAST SPC24 SPC25 SPDL1 SSNA1 STAG1 STAG2 SUMO1 TAOK1 TMPO TNPO1 TPR TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2I UBE2S USO1 VPS4A VRK1 VRK2 WAPL XPO1 YWHAE YWHAG ZW10 ZWILCH ZWINT REACTOME_NADE_MODULATES_DEATH_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NADE_MODULATES_DEATH_SIGNALLING BEX3 CASP2 CASP3 NGF NGFR YWHAE REACTOME_NA_CL_DEPENDENT_NEUROTRANSMITTER_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NA_CL_DEPENDENT_NEUROTRANSMITTER_TRANSPORTERS SLC18A1 SLC18A2 SLC22A1 SLC22A2 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC6A6 SLC6A7 SLC6A9 REACTOME_NCAM1_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NCAM1_INTERACTIONS AGRN ARTN CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CNTN2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 GDNF GFRA1 GFRA2 GFRA4 NCAM1 NCAN NRTN PRNP PSPN ST8SIA2 ST8SIA4 REACTOME_NCAM_SIGNALING_FOR_NEURITE_OUT_GROWTH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NCAM_SIGNALING_FOR_NEURITE_OUT_GROWTH AGRN ARTN CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CNTN2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CREB1 FGFR1 FYN GDNF GFRA1 GFRA2 GFRA4 GRB2 HRAS KRAS MAPK1 MAPK3 NCAM1 NCAN NRAS NRTN PRNP PSPN PTK2 PTPRA RPS6KA5 SOS1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC ST8SIA2 ST8SIA4 REACTOME_NECTIN_NECL_TRANS_HETERODIMERIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NECTIN_NECL_TRANS_HETERODIMERIZATION CADM1 CADM3 NECTIN1 NECTIN2 NECTIN3 NECTIN4 PVR REACTOME_NEDDYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEDDYLATION AMER1 ANKRD9 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 BIRC5 BRCA1 BTBD1 BTBD6 BTRC CAND1 CCDC22 CCDC8 CCNF CDKN1A CISH COMMD1 COMMD10 COMMD2 COMMD3 COMMD4 COMMD5 COMMD6 COMMD7 COMMD8 COMMD9 COP1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 DCAF10 DCAF11 DCAF13 DCAF16 DCAF17 DCAF4 DCAF5 DCAF6 DCAF7 DCAF8 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DPP3 DTL ELOB ELOC EPAS1 ERCC8 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FEM1A FEM1B FEM1C GAN GPS1 HIF1A HIF3A KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KEAP1 KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 LMO7 LRR1 LRRC41 MUL1 NAE1 NEDD8 NEURL2 NFE2L2 NPLOC4 NUB1 OBSL1 PALB2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PUM2 RBBP5 RBBP7 RBX1 RNF7 RPS27A SEM1 SENP8 SKP1 SKP2 SOCS2 SOCS3 SOCS5 SOCS6 SPSB1 SPSB2 SPSB3 SPSB4 SQSTM1 TULP4 UBA3 UBA52 UBB UBC UBD UBE2D1 UBE2D2 UBE2D3 UBE2F UBE2M UBXN7 UCHL3 UFD1 VCP VHL WDR5 WDTC1 WSB1 WSB2 ZBTB16 REACTOME_NEF_AND_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_AND_SIGNAL_TRANSDUCTION CD247 DOCK2 ELMO1 FYN HCK LCK PAK2 RAC1 REACTOME_NEF_MEDIATED_CD4_DOWN_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_MEDIATED_CD4_DOWN_REGULATION AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARF1 ATP6V1H CD4 LCK REACTOME_NEF_MEDIATED_CD8_DOWN_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_MEDIATED_CD8_DOWN_REGULATION AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ATP6V1H CD8B REACTOME_NEF_MEDIATED_DOWNREGULATION_OF_MHC_CLASS_I_COMPLEX_CELL_SURFACE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_MEDIATED_DOWNREGULATION_OF_MHC_CLASS_I_COMPLEX_CELL_SURFACE_EXPRESSION AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 B2M HLA-A PACS1 REACTOME_NEF_MEDIATES_DOWN_MODULATION_OF_CELL_SURFACE_RECEPTORS_BY_RECRUITING_THEM_TO_CLATHRIN_ADAPTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEF_MEDIATES_DOWN_MODULATION_OF_CELL_SURFACE_RECEPTORS_BY_RECRUITING_THEM_TO_CLATHRIN_ADAPTERS AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARF1 ATP6V1H B2M CD28 CD4 CD8B HLA-A LCK PACS1 REACTOME_NEGATIVE_EPIGENETIC_REGULATION_OF_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_EPIGENETIC_REGULATION_OF_RRNA_EXPRESSION ARID4B BAZ2A CCNH CDK7 DNMT1 DNMT3B ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 MBD2 MNAT1 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RRP8 SAP130 SAP18 SAP30 SAP30BP SAP30L SIN3A SIN3B SIRT1 SMARCA5 SUDS3 SUV39H1 TAF1A TAF1B TAF1C TAF1D TBP TTF1 UBTF REACTOME_NEGATIVE_FEEDBACK_REGULATION_OF_MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_FEEDBACK_REGULATION_OF_MAPK_PATHWAY BRAF MAP2K1 MAP2K2 MAPK1 MAPK3 RAF1 REACTOME_NEGATIVE_REGULATION_OF_ACTIVITY_OF_TFAP2_AP_2_FAMILY_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_ACTIVITY_OF_TFAP2_AP_2_FAMILY_TRANSCRIPTION_FACTORS KCTD1 KCTD15 SUMO1 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E UBE2I WWOX REACTOME_NEGATIVE_REGULATION_OF_FGFR1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FGFR1_SIGNALING ANOS1 BRAF CBL FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FRS2 GRB2 KL MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_FGFR2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FGFR2_SIGNALING BRAF CBL FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 GRB2 MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_FGFR3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FGFR3_SIGNALING BRAF CBL FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 GRB2 MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_FGFR4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FGFR4_SIGNALING BRAF CBL FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 GRB2 KLB MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_FLT3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_FLT3 ABL2 CBL CSK FLT3 FLT3LG PTPRJ RPS27A SH2B3 SLA SLA2 SOCS2 SOCS6 UBA52 UBB UBC REACTOME_NEGATIVE_REGULATION_OF_MAPK_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_MAPK_PATHWAY ARAF BRAF BRAP DUSP1 DUSP10 DUSP16 DUSP2 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 HRAS KRAS KSR1 MAP2K1 MAP2K2 MAPK1 MAPK12 MAPK3 MARK3 NRAS PAQR3 PEBP1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP5C PTPN3 PTPN7 RAF1 RPS27A UBA52 UBB UBC YWHAB REACTOME_NEGATIVE_REGULATION_OF_MET_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_MET_ACTIVITY CBL EPS15 GRB2 HGF HGS LRIG1 MET PTPN1 PTPN2 PTPRJ RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 STAM STAM2 UBA52 UBB UBC USP8 REACTOME_NEGATIVE_REGULATION_OF_NMDA_RECEPTOR_MEDIATED_NEURONAL_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_NMDA_RECEPTOR_MEDIATED_NEURONAL_TRANSMISSION ACTN2 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 DLG1 DLG2 DLG3 DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D LRRC7 NEFL PPM1E PPM1F REACTOME_NEGATIVE_REGULATION_OF_NOTCH4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_NOTCH4_SIGNALING AKT1 CUL1 FBXW7 NOTCH4 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBX1 RPS27A SEM1 SKP1 TACC3 UBA52 UBB UBC YWHAZ REACTOME_NEGATIVE_REGULATION_OF_TCF_DEPENDENT_SIGNALING_BY_DVL_INTERACTING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_TCF_DEPENDENT_SIGNALING_BY_DVL_INTERACTING_PROTEINS CCDC88C CXXC4 DVL1 DVL2 DVL3 REACTOME_NEGATIVE_REGULATION_OF_TCF_DEPENDENT_SIGNALING_BY_WNT_LIGAND_ANTAGONISTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_TCF_DEPENDENT_SIGNALING_BY_WNT_LIGAND_ANTAGONISTS DKK1 DKK2 DKK4 KREMEN1 KREMEN2 LRP5 LRP6 SFRP1 SFRP2 SOST WIF1 WNT3A WNT4 WNT5A WNT9A REACTOME_NEGATIVE_REGULATION_OF_THE_PI3K_AKT_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATION_OF_THE_PI3K_AKT_NETWORK AKT1 AKT2 AKT3 AREG BDNF BTC CD19 CD28 CD80 CD86 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 EREG ESR1 ESR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 FYN GAB1 GAB2 GRB2 HBEGF HGF ICOS IER3 IL1RAP IL1RL1 IL33 INS INSR IRAK1 IRAK4 IRS1 IRS2 KIT KITLG KL KLB LCK MAPK1 MAPK3 MET MYD88 NRG1 NRG2 NRG3 NRG4 NTF3 NTF4 NTRK2 NTRK3 PDGFA PDGFB PDGFRA PDGFRB PHLPP1 PHLPP2 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTEN PTPN11 RAC1 RAC2 RHOG SRC STRN TGFA THEM4 TRAF6 TRAT1 TRIB3 VAV1 REACTOME_NEGATIVE_REGULATORS_OF_DDX58_IFIH1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEGATIVE_REGULATORS_OF_DDX58_IFIH1_SIGNALING ATG12 ATG5 CYLD HERC5 IFIH1 IKBKE IRF3 ISG15 ITCH MAVS NLRC5 NLRX1 OTUD5 PCBP2 PIN1 RIGI RNF125 RNF135 RNF216 RPS27A TAX1BP1 TBK1 TNFAIP3 TRAF3 TRIM25 TRIM4 UBA52 UBA7 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2K UBE2L6 REACTOME_NEPHRIN_FAMILY_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEPHRIN_FAMILY_INTERACTIONS ACTN1 ACTN2 ACTN3 ACTN4 CASK CD2AP FYN IQGAP1 KIRREL1 KIRREL2 KIRREL3 MAGI2 NCK1 NCK2 NPHS1 NPHS2 PIK3CA PIK3CB PIK3R1 PIK3R2 SPTAN1 SPTBN1 WASL REACTOME_NEPHRON_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEPHRON_DEVELOPMENT DLL1 HNF1B HNF4A IRX1 IRX2 JAG1 LFNG LHX1 PAX2 POU3F3 WNT4 WNT9B WT1 REACTOME_NERVOUS_SYSTEM_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NERVOUS_SYSTEM_DEVELOPMENT ABL1 ABL2 ABLIM1 ABLIM2 ABLIM3 ACTB ACTG1 ACTR2 ACTR3 ADAM10 ADGRG6 ADGRV1 AGAP2 AGRN AKAP5 ALCAM ANK1 ANK2 ANK3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B ARHGAP35 ARHGAP39 ARHGEF11 ARHGEF12 ARHGEF28 ARHGEF7 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARTN CACNA1C CACNA1D CACNA1G CACNA1H CACNA1I CACNA1S CACNB1 CACNB2 CACNB3 CACNB4 CAP1 CAP2 CASC3 CD24 CD72 CDC42 CDK5 CDK5R1 CFL1 CHL1 CLASP1 CLASP2 CLTA CLTB CLTC CLTCL1 CNTN1 CNTN2 CNTN6 CNTNAP1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CREB1 CRMP1 CSNK2A1 CSNK2A2 CSNK2B CUL2 CXCL12 CXCR4 CYP51A1 DAB1 DAG1 DCC DCX DLG1 DLG3 DLG4 DNM1 DNM2 DNM3 DOCK1 DOK1 DOK2 DOK4 DOK5 DOK6 DPYSL2 DPYSL3 DPYSL4 DPYSL5 DRP2 DSCAM DSCAML1 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EFNB1 EFNB2 EFNB3 EGFR EGR2 EIF4A3 EIF4G1 ELOB ELOC ENAH EPHA1 EPHA10 EPHA2 EPHA3 EPHA4 EPHA5 EPHA6 EPHA7 EPHA8 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 ETF1 EVL EZR FARP2 FAU FES FGFR1 FLRT3 FRS2 FYN GAB1 GAB2 GAP43 GDNF GFRA1 GFRA2 GFRA3 GFRA4 GIT1 GJB1 GPC1 GRB10 GRB2 GRB7 GRIN1 GRIN2B GSK3B GSPT1 GSPT2 HDAC2 HJV HMGCR HOXA2 HRAS HSP90AA1 HSP90AB1 HSPA8 IRS2 ISL1 ITGA1 ITGA10 ITGA2 ITGA2B ITGA5 ITGA9 ITGAV ITGB1 ITGB3 ITSN1 KALRN KCNQ2 KCNQ3 KIF4A KIF4B KRAS L1CAM LAMA1 LAMA2 LAMB1 LAMC1 LDB1 LHX2 LHX3 LHX4 LHX9 LIMK1 LIMK2 LYN LYPLA2 MAG MAGOH MAGOHB MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK7 MBP MET MMP2 MMP9 MPZ MSI1 MSN MYH10 MYH11 MYH14 MYH9 MYL12A MYL12B MYL6 MYL9 MYO10 MYO9B NAB1 NAB2 NCAM1 NCAN NCBP1 NCBP2 NCK1 NCK2 NCSTN NELL2 NEO1 NFASC NGEF NRAS NRCAM NRP1 NRP2 NRTN NTN1 NTN4 NUMB PABPC1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDLIM7 PFN1 PFN2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP5K1C PITPNA PLCG1 PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB3 PLXNC1 PLXND1 PMP22 POU3F1 POU3F2 PPP3CB PRKACA PRKACB PRKACG PRKAR2A PRKCA PRKCQ PRNP PRX PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PSPN PTK2 PTPN11 PTPRA PTPRC RAC1 RANBP9 RAP1GAP RASA1 RBM8A RBX1 RDX RELN RET RGMA RGMB RHOA RHOB RHOC RND1 RNPS1 ROBO1 ROBO2 ROBO3 ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS7 RPS8 RPS9 RPSA RRAS SCD5 SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SDC2 SDCBP SEM1 SEMA3A SEMA3E SEMA4A SEMA4D SEMA5A SEMA6A SEMA6D SEMA7A SH3GL2 SH3KBP1 SHC1 SHC3 SHTN1 SIAH1 SIAH2 SLIT1 SLIT2 SLIT3 SMARCA4 SOS1 SOS2 SOX10 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SREBF2 SRGAP1 SRGAP2 SRGAP3 ST8SIA2 ST8SIA4 TEAD1 TIAM1 TLN1 TREM2 TRIO TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TYROBP UBA52 UBB UBC UNC5A UNC5B UNC5C UNC5D UPF2 UPF3A UPF3B USP33 UTRN VASP VAV2 VAV3 VLDLR WASL WWTR1 YAP1 YES1 ZSWIM8 REACTOME_NETRIN_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NETRIN_1_SIGNALING ABLIM1 ABLIM2 ABLIM3 AGAP2 CDC42 DCC DOCK1 DSCAM DSCAML1 EZR FYN HJV MYO10 NCK1 NEO1 NTN1 NTN4 PITPNA PLCG1 PRKCQ PTK2 PTPN11 RAC1 RGMA RGMB ROBO1 SIAH1 SIAH2 SLIT1 SLIT2 SLIT3 SRC TRIO TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 UNC5A UNC5B UNC5C UNC5D WASL REACTOME_NETRIN_MEDIATED_REPULSION_SIGNALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NETRIN_MEDIATED_REPULSION_SIGNALS DCC NTN1 PTPN11 SRC UNC5A UNC5B UNC5C UNC5D REACTOME_NEUREXINS_AND_NEUROLIGINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUREXINS_AND_NEUROLIGINS APBA1 APBA2 APBA3 BEGAIN CASK DBNL DLG2 DLG3 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 GRM5 HOMER1 HOMER2 HOMER3 LIN7A LIN7B LIN7C LRRTM1 LRRTM2 LRRTM3 LRRTM4 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 NRXN3 PDLIM5 SHANK1 SHANK2 SHARPIN SIPA1L1 STX1A STXBP1 SYT1 SYT10 SYT12 SYT2 SYT7 SYT9 REACTOME_NEUROFASCIN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROFASCIN_INTERACTIONS ANK1 CNTN1 CNTNAP1 DCX NFASC NRCAM SDCBP REACTOME_NEURONAL_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEURONAL_SYSTEM ABAT ABCC8 ABCC9 ACHE ACTN2 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKAP5 ALDH2 ALDH5A1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APBA1 APBA2 APBA3 ARHGEF7 ARHGEF9 ARL6IP5 BCHE BEGAIN CACNA1A CACNA1B CACNA1E CACNA2D2 CACNA2D3 CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG8 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CHAT CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG COMT CPLX1 CREB1 DBNL DLG1 DLG2 DLG3 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DNAJC5 EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L5 ERBB4 FLOT1 FLOT2 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GABRR1 GABRR2 GABRR3 GAD1 GAD2 GIT1 GJA10 GJC1 GJD2 GLRA1 GLRA2 GLRA3 GLRB GLS GLS2 GLUL GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRM1 GRM5 HCN1 HCN2 HCN3 HCN4 HOMER1 HOMER2 HOMER3 HRAS HSPA8 HTR3A HTR3B HTR3C HTR3D HTR3E IL1RAP IL1RAPL1 IL1RAPL2 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ14 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK13 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 KIF17 KPNA2 KRAS LIN7A LIN7B LIN7C LRFN1 LRFN2 LRFN3 LRFN4 LRRC4B LRRC51 LRRC7 LRRTM1 LRRTM2 LRRTM3 LRRTM4 LRTOMT MAOA MAPK1 MAPK3 MAPT MDM2 MYO6 NAAA NBEA NCALD NEFL NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NPTN NRAS NRG1 NRGN NRXN1 NRXN2 NRXN3 NSF NTRK3 PANX1 PANX2 PDLIM5 PDPK1 PICK1 PLCB1 PLCB2 PLCB3 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PPM1E PPM1F PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCG PRKX PTPRD PTPRF PTPRS RAB3A RAC1 RASGRF1 RASGRF2 RIMS1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 RTN3 SHANK1 SHANK2 SHARPIN SIPA1L1 SLC17A7 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC32A1 SLC38A1 SLC38A2 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A3 SLC6A4 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 SNAP25 SRC STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 SYT10 SYT12 SYT2 SYT7 SYT9 TSPAN7 TSPOAP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UNC13B VAMP2 REACTOME_NEUROTOXICITY_OF_CLOSTRIDIUM_TOXINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROTOXICITY_OF_CLOSTRIDIUM_TOXINS SNAP25 STX1A STX1B SV2A SV2B SV2C SYT1 SYT2 VAMP1 VAMP2 REACTOME_NEUROTRANSMITTER_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROTRANSMITTER_CLEARANCE ACHE ALDH2 BCHE COMT LRRC51 LRTOMT MAOA SLC22A1 SLC22A2 SLC6A3 SLC6A4 REACTOME_NEUROTRANSMITTER_RECEPTORS_AND_POSTSYNAPTIC_SIGNAL_TRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROTRANSMITTER_RECEPTORS_AND_POSTSYNAPTIC_SIGNAL_TRANSMISSION ACTN2 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKAP5 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APBA1 ARHGEF7 ARHGEF9 CACNG2 CACNG3 CACNG4 CACNG8 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG CREB1 DLG1 DLG2 DLG3 DLG4 EPB41L1 ERBB4 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GABRR1 GABRR2 GABRR3 GIT1 GLRA1 GLRA2 GLRA3 GLRB GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 HRAS HTR3A HTR3B HTR3C HTR3D HTR3E KCNJ10 KCNJ12 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ9 KIF17 KPNA2 KRAS LIN7A LIN7B LIN7C LRRC7 MAPK1 MAPK3 MAPT MDM2 MYO6 NBEA NCALD NEFL NPTN NRAS NRG1 NRGN NSF PDPK1 PICK1 PLCB1 PLCB2 PLCB3 PPM1E PPM1F PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCG PRKX RAC1 RASGRF1 RASGRF2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SRC TSPAN7 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUROTRANSMITTER_RELEASE_CYCLE ABAT ALDH5A1 APBA1 ARL6IP5 CASK CHAT CPLX1 DNAJC5 GAD1 GAD2 GLS GLS2 HSPA8 LIN7A LIN7B LIN7C MAOA NAAA PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC17A7 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC32A1 SLC38A2 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SNAP25 STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_NEUTROPHIL_DEGRANULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NEUTROPHIL_DEGRANULATION A1BG ABCA13 ACAA1 ACLY ACP3 ACTR10 ACTR1B ACTR2 ADA2 ADAM10 ADAM8 ADGRE3 ADGRE5 ADGRG3 AGA AGL AGPAT2 AHSG ALAD ALDH3B1 ALDOA ALDOC ALOX5 AMPD3 ANO6 ANPEP ANXA2 AOC1 AP1M1 AP2A2 APAF1 APEH APRT ARG1 ARHGAP45 ARHGAP9 ARL8A ARMC8 ARPC5 ARSA ARSB ASAH1 ATAD3B ATG7 ATP11A ATP11B ATP6AP2 ATP6V0A1 ATP6V0C ATP6V1D ATP8A1 ATP8B4 AZU1 B2M B4GALT1 BIN2 BPI BRI3 BST1 BST2 C1orf35 C3 C3AR1 C5AR1 C6orf120 CAB39 CALML5 CAMP CAND1 CANT1 CAP1 CAPN1 CAT CCT2 CCT8 CD14 CD177 CD300A CD33 CD36 CD44 CD47 CD53 CD55 CD58 CD59 CD63 CD68 CD93 CDA CDK13 CEACAM1 CEACAM3 CEACAM6 CEACAM8 CEP290 CFD CFP CHI3L1 CHIT1 CHRNB4 CKAP4 CLEC12A CLEC4C CLEC4D CLEC5A CMTM6 CNN2 COMMD3 COMMD9 COPB1 COTL1 CPNE1 CPNE3 CPPED1 CR1 CRACR2A CREG1 CRISP3 CRISPLD2 CSNK2B CST3 CSTB CTSA CTSB CTSC CTSD CTSG CTSH CTSS CTSZ CXCL1 CXCR1 CXCR2 CYB5R3 CYBA CYBB CYFIP1 CYSTM1 DBNL DDOST DDX3X DEFA1 DEFA1B DEFA4 DEGS1 DERA DGAT1 DIAPH1 DNAJC13 DNAJC3 DNAJC5 DNASE1L1 DOCK2 DOK3 DPP7 DSC1 DSG1 DSN1 DSP DYNC1H1 DYNC1LI1 DYNLL1 DYNLT1 EEF1A1 EEF2 ELANE ENPP4 EPX ERP44 FABP5 FAF2 FCAR FCER1G FCGR2A FCGR3B FCN1 FGL2 FGR FLG2 FOLR3 FPR1 FPR2 FRK FRMPD3 FTH1 FTL FUCA1 FUCA2 GAA GALNS GCA GDI2 GGH GHDC GLA GLB1 GLIPR1 GM2A GMFG GNS GOLGA7 GPI GPR84 GRN GSDMD GSN GSTP1 GUSB GYG1 HBB HEBP2 HEXB HGSNAT HK3 HLA-B HLA-C HMGB1 HMOX2 HP HPSE HRNR HSP90AA1 HSP90AB1 HSPA1A HSPA1B HSPA6 HSPA8 HUWE1 HVCN1 IDH1 IGF2R ILF2 IMPDH1 IMPDH2 IQGAP1 IQGAP2 IRAG2 IST1 ITGAL ITGAM ITGAV ITGAX ITGB2 JUP KCMF1 KCNAB2 KPNB1 KRT1 LAIR1 LAMP1 LAMP2 LAMTOR1 LAMTOR2 LAMTOR3 LCN2 LGALS3 LILRA3 LILRB2 LILRB3 LPCAT1 LRG1 LRRC7 LTA4H LTF LYZ MAGT1 MAN2B1 MANBA MAPK1 MAPK14 MCEMP1 MGAM MGST1 MIF MLEC MME MMP25 MMP8 MMP9 MNDA MOSPD2 MPO MS4A3 MVP NAPRT NBEAL2 NCKAP1L NCSTN NDUFC2 NEU1 NFAM1 NFASC NFKB1 NHLRC3 NIT2 NME2 NPC2 NRAS OLFM4 OLR1 ORM1 ORM2 ORMDL3 OSCAR OSTF1 P2RX1 PA2G4 PADI2 PAFAH1B2 PDAP1 PDXK PECAM1 PFKL PGAM1 PGLYRP1 PGM1 PGM2 PGRMC1 PIGR PKM PKP1 PLAC8 PLAU PLAUR PLD1 PLEKHO2 PNP PPBP PPIA PPIE PRCP PRDX4 PRDX6 PRG2 PRG3 PRKCD PRSS2 PRSS3 PRTN3 PSAP PSEN1 PSMA2 PSMA5 PSMB1 PSMB7 PSMC2 PSMC3 PSMD1 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD6 PSMD7 PTAFR PTGES2 PTPN6 PTPRB PTPRC PTPRJ PTPRN2 PTX3 PYCARD PYGB PYGL QPCT QSOX1 RAB10 RAB14 RAB18 RAB24 RAB27A RAB31 RAB37 RAB3A RAB3D RAB44 RAB4B RAB5B RAB5C RAB6A RAB7A RAB9B RAC1 RAP1A RAP1B RAP2B RAP2C RETN RHOA RHOF RHOG RNASE2 RNASE3 RNASET2 ROCK1 S100A11 S100A12 S100A7 S100A8 S100A9 S100P SCAMP1 SDCBP SELL SERPINA1 SERPINA3 SERPINB1 SERPINB10 SERPINB12 SERPINB3 SERPINB6 SIGLEC14 SIGLEC5 SIGLEC9 SIRPA SIRPB1 SLC11A1 SLC15A4 SLC27A2 SLC2A3 SLC2A5 SLC44A2 SLCO4C1 SLPI SNAP23 SNAP25 SNAP29 SPTAN1 SRP14 STBD1 STING1 STK10 STK11IP STOM SURF4 SVIP SYNGR1 TARM1 TBC1D10C TCIRG1 TCN1 TICAM2 TIMP2 TLR2 TMBIM1 TMC6 TMEM179B TMEM30A TMEM63A TMT1A TNFAIP6 TNFRSF1B TOLLIP TOM1 TRAPPC1 TRPM2 TSPAN14 TTR TUBB TUBB4B TXNDC5 TYROBP UBR4 UNC13D VAMP8 VAPA VAT1 VCL VCP VNN1 VPS35L XRCC5 XRCC6 YPEL5 REACTOME_NFE2L2_REGULATES_PENTOSE_PHOSPHATE_PATHWAY_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATES_PENTOSE_PHOSPHATE_PATHWAY_GENES CREBBP EP300 G6PD MAFG NFE2L2 PGD TALDO1 TKT REACTOME_NFE2L2_REGULATING_ANTI_OXIDANT_DETOXIFICATION_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_ANTI_OXIDANT_DETOXIFICATION_ENZYMES ATF4 BACH1 CREBBP EP300 GCLC GCLM GSR GSTA1 GSTA3 HMOX1 MAFK NFE2L2 NQO1 PRDX1 SLC7A11 SOD3 SRXN1 TXN TXNRD1 REACTOME_NFE2L2_REGULATING_ER_STRESS_ASSOCIATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_ER_STRESS_ASSOCIATED_GENES ATF4 CREBBP EP300 MAFK NFE2L2 REACTOME_NFE2L2_REGULATING_INFLAMMATION_ASSOCIATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_INFLAMMATION_ASSOCIATED_GENES CCL2 CREBBP EP300 MAFK NFE2L2 REACTOME_NFE2L2_REGULATING_MDR_ASSOCIATED_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_MDR_ASSOCIATED_ENZYMES ABCC1 ABCC3 ABCF2 ABCG2 CREBBP EP300 MAFK NFE2L2 REACTOME_NFE2L2_REGULATING_TUMORIGENIC_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NFE2L2_REGULATING_TUMORIGENIC_GENES AREG BCL2 BCL2L1 CREBBP EGF EP300 MAFK NFE2L2 NOTCH1 PDGFA SP1 REACTOME_NF_KB_ACTIVATION_THROUGH_FADD_RIP_1_PATHWAY_MEDIATED_BY_CASPASE_8_AND_10 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NF_KB_ACTIVATION_THROUGH_FADD_RIP_1_PATHWAY_MEDIATED_BY_CASPASE_8_AND_10 CASP10 CASP8 CHUK FADD IFIH1 IKBKB IKBKG MAVS RIGI RIPK1 RNF135 TRIM25 TRIM4 REACTOME_NF_KB_IS_ACTIVATED_AND_SIGNALS_SURVIVAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NF_KB_IS_ACTIVATED_AND_SIGNALS_SURVIVAL IKBKB IRAK1 NFKB1 NFKBIA NGF NGFR RELA RPS27A SQSTM1 TRAF6 UBA52 UBB UBC REACTOME_NGF_INDEPENDANT_TRKA_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NGF_INDEPENDANT_TRKA_ACTIVATION ADCYAP1 ADCYAP1R1 ADORA2A NTRK1 NTRK2 REACTOME_NGF_STIMULATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NGF_STIMULATED_TRANSCRIPTION ARC ASCL1 ATF1 ATF2 CDK5 CDK5R1 CDK5R2 CHD4 CREB1 DNM2 EGR1 EGR2 EGR3 EGR4 ELK1 EP300 F3 FOS FOSB FOSL1 ID1 ID2 ID3 ID4 JUNB JUND LYL1 MEF2D NAB1 NAB2 REST RRAD SGK1 SH3GL3 SRF TCF12 TPH1 TRIB1 VGF REACTOME_NICOTINAMIDE_SALVAGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NICOTINAMIDE_SALVAGING CYP8B1 NAMPT NAPRT NAXD NAXE NNMT NUDT12 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PTGIS PTGS2 RNLS SLC22A13 SLC5A8 REACTOME_NICOTINATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NICOTINATE_METABOLISM BST1 CD38 CYP8B1 NADK NADK2 NADSYN1 NAMPT NAPRT NAXD NAXE NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 NNMT NT5E NUDT12 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PTGIS PTGS2 QPRT RNLS SLC22A13 SLC5A8 REACTOME_NITRIC_OXIDE_STIMULATES_GUANYLATE_CYCLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NITRIC_OXIDE_STIMULATES_GUANYLATE_CYCLASE GUCY1A1 GUCY1A2 GUCY1B1 IRAG1 ITPR1 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 NOS1 NOS2 NOS3 PDE10A PDE11A PDE1A PDE1B PDE2A PDE5A PDE9A PRKG1 PRKG2 REACTOME_NOD1_2_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOD1_2_SIGNALING_PATHWAY AAMP BIRC2 BIRC3 CARD9 CASP1 CASP2 CASP4 CASP8 CASP9 CHUK CYLD IKBKB IKBKG IRAK1 IRAK2 ITCH MAP2K6 MAP3K7 MAPK11 MAPK12 MAPK13 MAPK14 NOD1 NOD2 RIPK2 RPS27A TAB1 TAB2 TAB3 TNFAIP3 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_NONCANONICAL_ACTIVATION_OF_NOTCH3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NONCANONICAL_ACTIVATION_OF_NOTCH3 APH1A APH1B NCSTN NOTCH3 PSEN1 PSEN2 PSENEN YBX1 REACTOME_NONHOMOLOGOUS_END_JOINING_NHEJ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NONHOMOLOGOUS_END_JOINING_NHEJ ABRAXAS1 ATM BABAM1 BABAM2 BARD1 BRCA1 BRCC3 DCLRE1C H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 KAT5 LIG4 MDC1 MRE11 NBN NHEJ1 NSD2 PAXIP1 PIAS4 POLL POLM PRKDC RAD50 RIF1 RNF168 RNF8 TDP1 TDP2 TP53BP1 UBE2N UBE2V2 UIMC1 XRCC4 XRCC5 XRCC6 REACTOME_NONSENSE_MEDIATED_DECAY_NMD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NONSENSE_MEDIATED_DECAY_NMD CASC3 DCP1A EIF4A3 EIF4G1 ETF1 FAU GSPT1 GSPT2 MAGOH MAGOHB NCBP1 NCBP2 PABPC1 PNRC2 PPP2CA PPP2R1A PPP2R2A RBM8A RNPS1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SMG1 SMG5 SMG6 SMG7 SMG8 SMG9 UBA52 UPF1 UPF2 UPF3A UPF3B REACTOME_NON_INTEGRIN_MEMBRANE_ECM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NON_INTEGRIN_MEMBRANE_ECM_INTERACTIONS ACTN1 AGRN CASK COL10A1 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL5A1 COL5A2 COL5A3 DAG1 DDR1 DDR2 DMD FGF2 FN1 HSPG2 ITGA2 ITGA6 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 NRXN1 NTN4 PDGFA PDGFB PRKCA SDC1 SDC2 SDC3 SDC4 TGFB1 THBS1 TNC TRAPPC4 TTR VTN REACTOME_NOREPINEPHRINE_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOREPINEPHRINE_NEUROTRANSMITTER_RELEASE_CYCLE CPLX1 MAOA PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC18A2 SLC22A1 SLC22A2 SNAP25 STX1A STXBP1 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_NOSTRIN_MEDIATED_ENOS_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOSTRIN_MEDIATED_ENOS_TRAFFICKING CAV1 DNM2 NOS3 NOSTRIN WASL REACTOME_NOTCH1_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH1_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION CCNC CDK8 CREBBP CUL1 EP300 FBXW7 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL HIF1A KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 MYC NBEA NCOR1 NCOR2 NOTCH1 RBPJ RBX1 RPS27A SKP1 SNW1 TBL1X TBL1XR1 TLE1 TLE2 TLE3 TLE4 UBA52 UBB UBC REACTOME_NOTCH2_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH2_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS ADAM10 APH1A APH1B CNTN1 DLL1 DLL4 JAG1 JAG2 MDK MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH2 PSEN1 PSEN2 PSENEN RPS27A UBA52 UBB UBC REACTOME_NOTCH2_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH2_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION CREB1 EP300 FCER2 GZMB HES1 HES5 MAML1 MAML2 MAML3 MAMLD1 NOTCH2 RBPJ REACTOME_NOTCH3_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH3_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS ADAM10 APH1A APH1B DLL1 DLL4 EGF EGFR JAG1 JAG2 MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH3 PSEN1 PSEN2 PSENEN RPS27A TACC3 UBA52 UBB UBC WWP2 YBX1 REACTOME_NOTCH3_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH3_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION CREBBP DLGAP5 EP300 FABP7 HES1 HES5 HEY1 HEY2 HEYL IKZF1 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NOTCH1 NOTCH3 PBX1 PLXND1 PTCRA RBPJ SNW1 STAT1 WWC1 REACTOME_NOTCH4_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH4_ACTIVATION_AND_TRANSMISSION_OF_SIGNAL_TO_THE_NUCLEUS ADAM10 APH1A APH1B DLL4 JAG1 NCSTN NOTCH4 PSEN1 PSEN2 PSENEN YWHAZ REACTOME_NOTCH4_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH4_INTRACELLULAR_DOMAIN_REGULATES_TRANSCRIPTION ACTA2 CREBBP EP300 FLT4 HES1 HES5 HEY1 HEY2 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NOTCH1 NOTCH2 NOTCH4 RBPJ SMAD3 SNW1 REACTOME_NOTCH_HLH_TRANSCRIPTION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NOTCH_HLH_TRANSCRIPTION_PATHWAY CREBBP HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NCOR1 NCOR2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 RBPJ SNW1 TBL1X TBL1XR1 REACTOME_NPAS4_REGULATES_EXPRESSION_OF_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NPAS4_REGULATES_EXPRESSION_OF_TARGET_GENES ARNT ARNT2 BDNF BMAL1 CDK5 CDK5R1 CREBBP FOS GEM INS IQSEC3 MAGED1 MAPK1 MAPK3 MDM2 NAMPT NPAS4 PLK2 RBFOX3 RET SYT10 XPO1 REACTOME_NR1H2_AND_NR1H3_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_AND_NR1H3_MEDIATED_SIGNALING ABCA1 ABCG1 ABCG5 ABCG8 AGO1 AGO2 AGO3 AGO4 ANGPTL3 APOC1 APOC2 APOC4 APOD APOE ARL4C CETP EEPD1 EP300 FABP6 FASN GPS2 HDAC3 KDM1A KDM1B KDM3A KDM4A MOV10 MYLIP NCOA1 NCOR1 NCOR2 NR1H2 NR1H3 NRIP1 PCK1 PLIN1 PLTP RXRA RXRB SCD SREBF1 TBL1X TBL1XR1 TNRC6A TNRC6B TNRC6C UGT1A3 REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_GLUCONEOGENESIS NR1H3 NRIP1 PCK1 RXRA RXRB REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_LIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_LIPOGENESIS ANGPTL3 FASN NR1H2 NR1H3 NRIP1 RXRA RXRB SCD SREBF1 REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_TRIGLYCERIDE_LIPOLYSIS_IN_ADIPOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_LINKED_TO_TRIGLYCERIDE_LIPOLYSIS_IN_ADIPOSE NR1H2 NR1H3 PLIN1 RXRA RXRB REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_TO_CONTROL_BILE_ACID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_TO_CONTROL_BILE_ACID_HOMEOSTASIS FABP6 NCOA1 NCOR1 NCOR2 NR1H2 NR1H3 RXRA RXRB UGT1A3 REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_TO_LIMIT_CHOLESTEROL_UPTAKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H2_NR1H3_REGULATE_GENE_EXPRESSION_TO_LIMIT_CHOLESTEROL_UPTAKE MYLIP NR1H2 NR1H3 RXRA RXRB REACTOME_NR1H3_NR1H2_REGULATE_GENE_EXPRESSION_LINKED_TO_CHOLESTEROL_TRANSPORT_AND_EFFLUX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NR1H3_NR1H2_REGULATE_GENE_EXPRESSION_LINKED_TO_CHOLESTEROL_TRANSPORT_AND_EFFLUX ABCA1 ABCG1 ABCG5 ABCG8 AGO1 AGO2 AGO3 AGO4 APOC1 APOC2 APOC4 APOD APOE ARL4C CETP EEPD1 EP300 GPS2 HDAC3 KDM1A KDM1B KDM3A KDM4A MOV10 NCOA1 NCOR1 NCOR2 NR1H2 NR1H3 PLTP RXRA RXRB TBL1X TBL1XR1 TNRC6A TNRC6B TNRC6C REACTOME_NRAGE_SIGNALS_DEATH_THROUGH_JNK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NRAGE_SIGNALS_DEATH_THROUGH_JNK AATF ABR AKAP13 ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAD BCL2L11 ECT2 FGD1 FGD2 FGD3 FGD4 GNA13 ITSN1 KALRN MAGED1 MAPK8 MCF2 MCF2L NET1 NGEF NGF NGFR OBSCN PLEKHG2 PLEKHG5 PREX1 RAC1 RASGRF2 SOS1 SOS2 TIAM1 TIAM2 TRIO VAV1 VAV2 VAV3 REACTOME_NRCAM_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NRCAM_INTERACTIONS ANK1 CNTN2 DLG1 DLG3 DLG4 NRCAM NRP2 REACTOME_NRIF_SIGNALS_CELL_DEATH_FROM_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NRIF_SIGNALS_CELL_DEATH_FROM_THE_NUCLEUS APH1A APH1B ITGB3BP MAPK8 NCSTN NGF NGFR PSEN1 PSEN2 PSENEN RPS27A SQSTM1 TRAF6 UBA52 UBB UBC REACTOME_NS1_MEDIATED_EFFECTS_ON_HOST_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NS1_MEDIATED_EFFECTS_ON_HOST_PATHWAYS AAAS CPSF4 EIF2AK2 ISG15 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PABPN1 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L TPR REACTOME_NTRK2_ACTIVATES_RAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NTRK2_ACTIVATES_RAC1 BDNF DOCK3 FYN NTRK2 RAC1 REACTOME_NUCLEAR_ENVELOPE_BREAKDOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_ENVELOPE_BREAKDOWN AAAS BANF1 CCNB1 CCNB2 CDK1 CNEP1R1 CTDNEP1 EMD LEMD2 LEMD3 LMNA LMNB1 LPIN1 LPIN2 LPIN3 NDC1 NEK6 NEK7 NEK9 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PLK1 POM121 POM121C PRKCA PRKCB RAE1 RANBP2 SEC13 SEH1L TMPO TPR VRK1 VRK2 REACTOME_NUCLEAR_ENVELOPE_NE_REASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_ENVELOPE_NE_REASSEMBLY AHCTF1 ANKLE2 BANF1 CC2D1B CCNB1 CCNB2 CDK1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 EMD IST1 KPNB1 LBR LEMD2 LEMD3 LMNA LMNB1 NDC1 NUP107 NUP133 NUP155 NUP160 NUP188 NUP205 NUP35 NUP37 NUP43 NUP54 NUP58 NUP62 NUP85 NUP93 NUP98 POM121 PPP2CA PPP2R1A PPP2R2A RAN RANGAP1 RCC1 SEC13 SEH1L SIRT2 SPAST SUMO1 TMPO TNPO1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBE2I VPS4A VRK1 VRK2 REACTOME_NUCLEAR_EVENTS_KINASE_AND_TRANSCRIPTION_FACTOR_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_EVENTS_KINASE_AND_TRANSCRIPTION_FACTOR_ACTIVATION ARC ASCL1 ATF1 ATF2 CDK5 CDK5R1 CDK5R2 CHD4 CREB1 DNM2 DUSP3 DUSP4 DUSP6 DUSP7 EGR1 EGR2 EGR3 EGR4 ELK1 EP300 F3 FOS FOSB FOSL1 ID1 ID2 ID3 ID4 JUNB JUND LYL1 MAPK1 MAPK11 MAPK14 MAPK3 MAPK7 MAPKAPK2 MEF2A MEF2C MEF2D NAB1 NAB2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D REST RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RRAD SGK1 SH3GL3 SRF TCF12 TPH1 TRIB1 VGF VRK3 REACTOME_NUCLEAR_EVENTS_MEDIATED_BY_NFE2L2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_EVENTS_MEDIATED_BY_NFE2L2 ABCC1 ABCC3 ABCF2 ABCG2 AREG ATF4 BACH1 BCL2 BCL2L1 BTRC CCL2 CDKN2A CREBBP CUL1 EGF EP300 G6PD GCLC GCLM GSK3B GSR GSTA1 GSTA3 HMOX1 IDH1 KEAP1 MAFG MAFK ME1 MYC NFE2L2 NFKB1 NOTCH1 NQO1 PDGFA PGD PRDX1 PRKAA2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBX1 RELA RPS27A SEM1 SKP1 SLC7A11 SOD3 SP1 SQSTM1 SRXN1 TALDO1 TKT TXN TXNRD1 UBA52 UBB UBC REACTOME_NUCLEAR_EVENTS_STIMULATED_BY_ALK_SIGNALING_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_EVENTS_STIMULATED_BY_ALK_SIGNALING_IN_CANCER AGO1 AGO2 AGO3 AGO4 BCL2A1 CCNB1 CEBPB CUL1 DNMT1 FOXM1 GZMB HDAC1 ICOS IL10RA IRF4 JUNB MAPK1 MAPK3 MECP2 MIR21 MOV10 NOTCH1 NPM1 PRF1 PTPN6 RB1 RBX1 RPS6 SKP1 STAT3 STAT5A TNRC6C TWIST1 ZAP70 ZC3HC1 REACTOME_NUCLEAR_IMPORT_OF_REV_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_IMPORT_OF_REV_PROTEIN AAAS KPNB1 NDC1 NPM1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RAN RANBP2 RCC1 SEC13 SEH1L TPR REACTOME_NUCLEAR_PORE_COMPLEX_NPC_DISASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_PORE_COMPLEX_NPC_DISASSEMBLY AAAS CCNB1 CCNB2 CDK1 NDC1 NEK6 NEK7 NEK9 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L TPR REACTOME_NUCLEAR_RECEPTOR_TRANSCRIPTION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_RECEPTOR_TRANSCRIPTION_PATHWAY AR ESR1 ESR2 ESRRA ESRRB ESRRG HNF4A HNF4G MED1 NCOR1 NCOR2 NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2C2AP NR2E1 NR2E3 NR2F1 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRBF2 NRBP1 PGR PPARA PPARD PPARG RARA RARB RARG RORA RORB RORC RXRA RXRB RXRG THRA THRB VDR REACTOME_NUCLEAR_SIGNALING_BY_ERBB4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEAR_SIGNALING_BY_ERBB4 ADAM17 ADAP1 APH1A APH1B APOE BTC CSN2 CXCL12 ERBB4 EREG ESR1 GFAP HBEGF MXD4 NCOR1 NCSTN NRG1 NRG2 NRG3 NRG4 PGR PSEN1 PSEN2 PSENEN S100B SPARC SRC STAT5A STMN1 TAB2 WWOX YAP1 REACTOME_NUCLEOTIDE_BINDING_DOMAIN_LEUCINE_RICH_REPEAT_CONTAINING_RECEPTOR_NLR_SIGNALING_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_BINDING_DOMAIN_LEUCINE_RICH_REPEAT_CONTAINING_RECEPTOR_NLR_SIGNALING_PATHWAYS AAMP AIM2 APP BCL2 BCL2L1 BIRC2 BIRC3 CARD9 CASP1 CASP2 CASP4 CASP8 CASP9 CHUK CYLD HMOX1 HSP90AB1 IKBKB IKBKG IRAK1 IRAK2 ITCH MAP2K6 MAP3K7 MAPK11 MAPK12 MAPK13 MAPK14 MEFV NFKB1 NFKB2 NLRC4 NLRP1 NLRP3 NOD1 NOD2 P2RX7 PANX1 PSTPIP1 PYCARD RELA RIPK2 RPS27A SUGT1 TAB1 TAB2 TAB3 TNFAIP3 TRAF6 TXN TXNIP UBA52 UBB UBC UBE2N UBE2V1 REACTOME_NUCLEOTIDE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_BIOSYNTHESIS ADSL ADSS1 ADSS2 ATIC CAD DHODH GART GMPS IMPDH1 IMPDH2 PAICS PFAS PPAT UMPS REACTOME_NUCLEOTIDE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_CATABOLISM ADPRM AGXT2 DNPH1 DPYD DPYS ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 GDA ITPA NT5C NT5C1A NT5C1B NT5C2 NT5C3A NT5E NT5M NUDT1 NUDT15 NUDT16 NUDT18 NUDT5 NUDT9 PNP SAMHD1 TYMP UPB1 UPP1 UPP2 XDH REACTOME_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_EXCISION_REPAIR ACTB ACTL6A ACTR5 ACTR8 AQR CCNH CDK7 CETN2 CHD1L COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 DDB2 ELL ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 INO80 INO80B INO80C INO80D INO80E ISY1 LIG1 LIG3 MCRS1 MNAT1 NFRKB PARP1 PARP2 PCNA PIAS1 PIAS3 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PRPF19 RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RNF111 RPA1 RPA2 RPA3 RPS27A RUVBL1 SUMO1 SUMO2 SUMO3 TCEA1 TFPT UBA52 UBB UBC UBE2I UBE2N UBE2V2 USP45 USP7 UVSSA XAB2 XPA XPC XRCC1 YY1 ZNF830 REACTOME_NUCLEOTIDE_LIKE_PURINERGIC_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_LIKE_PURINERGIC_RECEPTORS ADORA1 ADORA2A ADORA2B ADORA3 GPR17 LPAR4 LPAR6 P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 REACTOME_NUCLEOTIDE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_NUCLEOTIDE_SALVAGE ADA ADAL ADK AMPD1 AMPD2 AMPD3 APRT CDA DCK DGUOK GMPR GMPR2 HPRT1 PNP PUDP TK1 TK2 TYMP UCK1 UCK2 UCKL1 UPP1 UPP2 REACTOME_N_GLYCAN_ANTENNAE_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_N_GLYCAN_ANTENNAE_ELONGATION B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 MGAT4A MGAT4B MGAT4C MGAT5 ST3GAL4 ST6GAL1 ST8SIA2 ST8SIA3 ST8SIA6 REACTOME_N_GLYCAN_ANTENNAE_ELONGATION_IN_THE_MEDIAL_TRANS_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_N_GLYCAN_ANTENNAE_ELONGATION_IN_THE_MEDIAL_TRANS_GOLGI B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 CGA CHST10 CHST8 FUCA1 FUT3 FUT8 LHB MAN2A1 MAN2A2 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 ST3GAL4 ST6GAL1 ST8SIA2 ST8SIA3 ST8SIA6 REACTOME_N_GLYCAN_TRIMMING_AND_ELONGATION_IN_THE_CIS_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_N_GLYCAN_TRIMMING_AND_ELONGATION_IN_THE_CIS_GOLGI MAN1A1 MAN1A2 MAN1C1 MANEA MGAT1 REACTOME_N_GLYCAN_TRIMMING_IN_THE_ER_AND_CALNEXIN_CALRETICULIN_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_N_GLYCAN_TRIMMING_IN_THE_ER_AND_CALNEXIN_CALRETICULIN_CYCLE AMFR CALR CANX DERL1 DERL2 EDEM1 EDEM2 EDEM3 ENGASE GANAB MAN1B1 MARCHF6 MLEC MOGS NGLY1 OS9 PDIA3 PRKCSH PSMC1 RAD23B RNF103 RNF139 RNF185 RNF5 RPS27A SEL1L SYVN1 TRIM13 UBA52 UBB UBC UBXN1 UGGT1 UGGT2 VCP REACTOME_OAS_ANTIVIRAL_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OAS_ANTIVIRAL_RESPONSE ABCE1 FLNA OAS1 OAS2 OAS3 OASL PDE12 RIGI RNASEL REACTOME_OLFACTORY_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OLFACTORY_SIGNALING_PATHWAY ADCY3 ANO2 CNGA2 CNGA4 CNGB1 EBF1 GNAL GNB1 GNG13 LDB1 LHX2 OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A5 OR52B2 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 REEP1 RTP1 RTP2 REACTOME_ONCOGENE_INDUCED_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ONCOGENE_INDUCED_SENESCENCE AGO1 AGO3 AGO4 CDK4 CDK6 CDKN2A CDKN2B CDKN2C CDKN2D E2F1 E2F2 E2F3 ERF ETS1 ETS2 ID1 MAPK1 MAPK3 MDM2 MDM4 MIR24-1 MIR24-2 MOV10 RB1 RPS27A SP1 TFDP1 TFDP2 TNRC6A TNRC6B TNRC6C TP53 UBA52 UBB UBC REACTOME_ONCOGENIC_MAPK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ONCOGENIC_MAPK_SIGNALING ACTB ACTG1 AGGF1 AGK AGTRAP AKAP9 AP3B1 APBB1IP ARAF ARRB1 ARRB2 ATG7 BCL2L11 BRAF BRAP CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CLCN6 CNKSR1 CNKSR2 CSK DUSP10 DUSP16 DUSP6 DUSP7 DUSP8 DUSP9 ESRP1 FAM114A2 FAM131B FGA FGB FGG FN1 FXR1 HRAS IQGAP1 ITGA2B ITGB3 JAK2 KDM7A KIAA1549 KRAS KSR1 KSR2 LMNA MAP2K1 MAP2K2 MAP3K11 MAPK1 MAPK3 MARK3 MPRIP MRAS NF1 NRAS PAPSS1 PEBP1 PHB1 PPP1CB PPP1CC QKI RAF1 RAP1A RAP1B SHOC2 SND1 SPRED1 SPRED2 SPRED3 SRC TENT4A TLN1 TRAK1 TRIM24 VCL VWF YWHAB ZC3HAV1 REACTOME_OPIOID_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OPIOID_SIGNALLING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AHCYL1 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CDK5 CREB1 GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAQ GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRK2 ITPR1 ITPR2 ITPR3 KPNA2 MAPK1 NBEA OPRM1 PDE1A PDE1B PDE1C PDE4A PDE4B PDE4C PDE4D PDYN PLA2G4A PLCB1 PLCB2 PLCB3 PLCB4 POMC PPP1CA PPP1R1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCD PRKCG PRKX REACTOME_OPSINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OPSINS OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPN5 RGR RHO RRH REACTOME_ORC1_REMOVAL_FROM_CHROMATIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORC1_REMOVAL_FROM_CHROMATIN CCNA1 CCNA2 CDC6 CDK2 CDT1 CUL1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC REACTOME_OREXIN_AND_NEUROPEPTIDES_FF_AND_QRFP_BIND_TO_THEIR_RESPECTIVE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OREXIN_AND_NEUROPEPTIDES_FF_AND_QRFP_BIND_TO_THEIR_RESPECTIVE_RECEPTORS HCRT HCRTR1 HCRTR2 NPFF NPFFR1 NPFFR2 QRFP QRFPR REACTOME_ORGANELLE_BIOGENESIS_AND_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANELLE_BIOGENESIS_AND_MAINTENANCE ACSS2 ACTR1A AHI1 AKAP9 ALAS1 ALMS1 APOO APOOL ARF4 ARL13B ARL3 ARL6 ASAP1 ATAT1 ATF2 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5MJ ATP5MK ATP5PB ATP5PD ATP5PF ATP5PO B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CALM1 CAMK4 CARM1 CC2D2A CCP110 CCT2 CCT3 CCT4 CCT5 CCT8 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP162 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CEP83 CEP89 CEP97 CETN2 CHCHD3 CHCHD6 CHD9 CKAP5 CLASP1 CLUAP1 CNGA2 CNGA4 CNGB1 CNTRL CREB1 CREBBP CRTC1 CRTC2 CRTC3 CSNK1D CSNK1E CYCS CYS1 DCTN1 DCTN2 DCTN3 DMAC2L DNAJC11 DYNC1H1 DYNC1I2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT2 DYNLT2B DYNLT5 ESRRA EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 FBF1 GABPA GABPB1 GBF1 GLUD1 GLUD2 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HCFC1 HDAC3 HDAC6 HELZ2 HSP90AA1 HSPA9 IDH2 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT56 IFT57 IFT70A IFT70B IFT74 IFT80 IFT81 IFT88 IMMT INPP5E IQCB1 KIF17 KIF24 KIF3A KIF3B KIF3C KIFAP3 LZTFL1 MAPK11 MAPK12 MAPK14 MAPRE1 MARK4 MCHR1 MED1 MEF2C MEF2D MICOS10 MICOS13 MKKS MKS1 MT-ATP6 MT-ATP8 MTERF1 MTX1 MTX2 NCOA1 NCOA2 NCOA6 NCOR1 NDE1 NEDD1 NEK2 NINL NPHP1 NPHP3 NPHP4 NR1D1 NRF1 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PDE6D PERM1 PKD1 PKD2 PLK1 PLK4 POLG2 POLRMT PPARA PPARGC1A PPARGC1B PPP2R1A PPRC1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKAR2B RAB11A RAB11FIP3 RAB3IP RAB8A RHO RP2 RPGRIP1L RXRA SAMM50 SCLT1 SDCCAG8 SEPTIN2 SFI1 SIRT3 SIRT4 SIRT5 SMARCD3 SMO SOD2 SSBP1 SSNA1 SSTR3 TBL1X TBL1XR1 TCP1 TCTN1 TCTN2 TCTN3 TFAM TFB1M TFB2M TGS1 TMEM11 TMEM216 TMEM67 TNPO1 TRAF3IP1 TRIP11 TTBK2 TTC21B TTC8 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TWNK UNC119B USP46 WDR19 WDR35 YWHAE YWHAG REACTOME_ORGANIC_ANION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANIC_ANION_TRANSPORT SLC22A11 SLC22A12 SLC22A6 SLC22A7 SLC22A8 REACTOME_ORGANIC_ANION_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANIC_ANION_TRANSPORTERS SLC17A1 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC25A1 SLC25A10 SLC25A11 SLC25A18 SLC25A22 SLC5A5 SLC5A8 REACTOME_ORGANIC_CATION_ANION_ZWITTERION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANIC_CATION_ANION_ZWITTERION_TRANSPORT RSC1A1 RUNX1 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 REACTOME_ORGANIC_CATION_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ORGANIC_CATION_TRANSPORT RSC1A1 RUNX1 SLC22A1 SLC22A15 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 REACTOME_OTHER_INTERLEUKIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OTHER_INTERLEUKIN_SIGNALING CASP3 CD4 CSF1 CSF1R CSF3 CSF3R IFNL1 IFNLR1 IL10RB IL16 IL32 IL34 JAK1 PRTN3 PTPRZ1 SDC1 SNAP25 STX1A STX3 STX4 STXBP2 TXLNA TYK2 VAMP2 REACTOME_OTHER_SEMAPHORIN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OTHER_SEMAPHORIN_INTERACTIONS CD72 ITGA1 ITGB1 PLXNA1 PLXNA2 PLXNA4 PLXNB3 PLXNC1 PLXND1 PTPRC SEMA3E SEMA4A SEMA4D SEMA5A SEMA6A SEMA6D SEMA7A TREM2 TYROBP REACTOME_OVARIAN_TUMOR_DOMAIN_PROTEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OVARIAN_TUMOR_DOMAIN_PROTEASES APC CDK1 ESR1 IFIH1 IKBKG MAVS NOD1 NOD2 OTUB1 OTUB2 OTUD3 OTUD5 OTUD7A OTUD7B PTEN RHOA RIGI RIPK1 RIPK2 RNF128 RNF135 RPS27A TNFAIP3 TNIP1 TNIP2 TNIP3 TP53 TRAF3 TRAF6 TRIM25 TRIM4 UBA52 UBB UBC UBE2D1 VCP VCPIP1 YOD1 ZRANB1 REACTOME_OXIDATIVE_STRESS_INDUCED_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_OXIDATIVE_STRESS_INDUCED_SENESCENCE AGO1 AGO3 AGO4 BMI1 CBX2 CBX4 CBX6 CBX8 CDK4 CDK6 CDKN2A CDKN2B CDKN2C CDKN2D E2F1 E2F2 E2F3 EED EZH2 FOS H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IFNB1 JUN KDM6B MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MDM2 MDM4 MINK1 MIR24-1 MIR24-2 MOV10 PHC1 PHC2 PHC3 RBBP4 RBBP7 RING1 RNF2 RPS27A SCMH1 SUZ12 TFDP1 TFDP2 TNIK TNRC6A TNRC6B TNRC6C TP53 TXN UBA52 UBB UBC REACTOME_O_GLYCOSYLATION_OF_TSR_DOMAIN_CONTAINING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_O_GLYCOSYLATION_OF_TSR_DOMAIN_CONTAINING_PROTEINS ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 B3GLCT CFP POFUT2 SBSPON SEMA5A SEMA5B SPON1 SPON2 SSPOP THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B REACTOME_O_LINKED_GLYCOSYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_O_LINKED_GLYCOSYLATION A4GNT ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 B3GALNT2 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B3GNTL1 B4GALT5 B4GALT6 B4GAT1 C1GALT1 C1GALT1C1 CFP CHST4 DAG1 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GCNT1 GCNT3 GCNT4 GCNT7 LARGE1 LARGE2 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 POFUT2 POMGNT1 POMGNT2 POMK POMT1 POMT2 SBSPON SEMA5A SEMA5B SPON1 SPON2 SSPOP ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 THBS1 THBS2 THSD1 THSD4 THSD7A THSD7B REACTOME_O_LINKED_GLYCOSYLATION_OF_MUCINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_O_LINKED_GLYCOSYLATION_OF_MUCINS A4GNT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B3GNTL1 B4GALT5 B4GALT6 C1GALT1 C1GALT1C1 CHST4 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GCNT1 GCNT3 GCNT4 GCNT7 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 REACTOME_P130CAS_LINKAGE_TO_MAPK_SIGNALING_FOR_INTEGRINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P130CAS_LINKAGE_TO_MAPK_SIGNALING_FOR_INTEGRINS APBB1IP BCAR1 CRK FGA FGB FGG FN1 ITGA2B ITGB3 PTK2 RAP1A RAP1B SRC TLN1 VWF REACTOME_P2Y_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P2Y_RECEPTORS GPR17 LPAR4 LPAR6 P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 REACTOME_P38MAPK_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P38MAPK_EVENTS HRAS KRAS MAPK11 MAPK12 MAPK13 MAPK14 MAPKAPK2 MAPKAPK3 NRAS RALA RALB RALGDS SRC REACTOME_P75NTR_NEGATIVELY_REGULATES_CELL_CYCLE_VIA_SC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75NTR_NEGATIVELY_REGULATES_CELL_CYCLE_VIA_SC1 HDAC1 HDAC2 HDAC3 NGF NGFR PRDM4 REACTOME_P75NTR_RECRUITS_SIGNALLING_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75NTR_RECRUITS_SIGNALLING_COMPLEXES IKBKB IRAK1 MYD88 NGF NGFR PRKCI RIPK2 RPS27A SQSTM1 TRAF6 UBA52 UBB UBC REACTOME_P75NTR_REGULATES_AXONOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75NTR_REGULATES_AXONOGENESIS ARHGDIA LINGO1 MAG MCF2 NGF NGFR OMG RHOA RTN4 RTN4R REACTOME_P75NTR_SIGNALS_VIA_NF_KB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75NTR_SIGNALS_VIA_NF_KB IKBKB IRAK1 MYD88 NFKB1 NFKBIA NGF NGFR PRKCI RELA RIPK2 RPS27A SQSTM1 TRAF6 UBA52 UBB UBC REACTOME_P75_NTR_RECEPTOR_MEDIATED_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_P75_NTR_RECEPTOR_MEDIATED_SIGNALLING AATF ABR ADAM17 AKAP13 APH1A APH1B ARHGDIA ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 BAD BCL2L11 BEX3 CASP2 CASP3 ECT2 FGD1 FGD2 FGD3 FGD4 GNA13 HDAC1 HDAC2 HDAC3 IKBKB IRAK1 ITGB3BP ITSN1 KALRN LINGO1 MAG MAGED1 MAPK8 MCF2 MCF2L MYD88 NCSTN NET1 NFKB1 NFKBIA NGEF NGF NGFR OBSCN OMG PLEKHG2 PLEKHG5 PRDM4 PREX1 PRKCI PSEN1 PSEN2 PSENEN RAC1 RASGRF2 RELA RHOA RIPK2 RPS27A RTN4 RTN4R SMPD2 SOS1 SOS2 SQSTM1 TIAM1 TIAM2 TRAF6 TRIO UBA52 UBB UBC VAV1 VAV2 VAV3 YWHAE REACTOME_PARACETAMOL_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PARACETAMOL_ADME ABCC1 ABCC2 ABCC3 ABCC4 ABCC5 ABCG2 ACY1 CNDP2 CYP2E1 GGT1 GGT5 GGT6 GGT7 GSTM1 GSTP1 GSTT1 NAT1 NAT2 SULT1A1 SULT1A3 SULT1A4 SULT1C4 SULT1E1 SULT2A1 UGT1A1 UGT1A10 UGT1A6 UGT1A9 UGT2B15 REACTOME_PARASITE_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PARASITE_INFECTION ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BRK1 BTK CD247 CD3G CDC42 CRK CYFIP1 CYFIP2 DOCK1 ELMO1 ELMO2 FCGR3A FGR FYN GRB2 HCK IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 LYN MAPK1 MAPK3 MYH2 MYH9 MYO10 MYO1C MYO5A MYO9B NCK1 NCKAP1 NCKAP1L NCKIPSD PTK2 RAC1 SRC SYK VAV1 VAV2 VAV3 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 YES1 REACTOME_PASSIVE_TRANSPORT_BY_AQUAPORINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PASSIVE_TRANSPORT_BY_AQUAPORINS AQP1 AQP10 AQP11 AQP12A AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP8 AQP9 MIP REACTOME_PCNA_DEPENDENT_LONG_PATCH_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PCNA_DEPENDENT_LONG_PATCH_BASE_EXCISION_REPAIR APEX1 FEN1 LIG1 PCNA POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_PCP_CE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PCP_CE_PATHWAY AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARRB2 CLTA CLTB CLTC DAAM1 DVL1 DVL2 DVL3 FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 PARD6A PFN1 PRICKLE1 PRKCA PRKCB PRKCG PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RAC2 RAC3 RHOA ROR1 ROR2 RPS27A RYK SCRIB SEM1 SMURF1 SMURF2 UBA52 UBB UBC VANGL2 WNT1 WNT11 WNT4 WNT5A WNT5B REACTOME_PDH_COMPLEX_SYNTHESIZES_ACETYL_COA_FROM_PYR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PDH_COMPLEX_SYNTHESIZES_ACETYL_COA_FROM_PYR DLAT DLD PDHA1 PDHA2 PDHB PDHX REACTOME_PD_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PD_1_SIGNALING CD247 CD274 CD3D CD3E CD3G CD4 CSK HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 LCK PDCD1 PDCD1LG2 PTPN11 PTPN6 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 REACTOME_PECAM1_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PECAM1_INTERACTIONS FYN INPP5D ITGAV ITGB3 LCK LYN PECAM1 PLCG1 PTPN11 PTPN6 SRC YES1 REACTOME_PENTOSE_PHOSPHATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PENTOSE_PHOSPHATE_PATHWAY DERA G6PD PGD PGLS PGM2 PRPS1 PRPS1L1 PRPS2 RBKS RPE RPEL1 RPIA SHPK TALDO1 TKT REACTOME_PEPTIDE_HORMONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEPTIDE_HORMONE_BIOSYNTHESIS CGA CGB3 CGB5 CGB8 FSHB INHA INHBA INHBB INHBC INHBE LHB PCSK1 POMC TSHB REACTOME_PEPTIDE_HORMONE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEPTIDE_HORMONE_METABOLISM ACE ACE2 ACHE AGT ANPEP ATP6AP2 BCHE CDX2 CES1 CGA CGB3 CGB5 CGB8 CLTRN CMA1 CPA3 CPB1 CPB2 CPE CRHR2 CTNNB1 CTSD CTSG CTSZ DPP4 ENPEP ERO1B EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 FFAR1 FFAR4 FSHB GATA4 GCG GH1 GHRL GIP GNAT3 GNB1 GNB3 GNG13 GPR119 GRP GZMH IGF1 INHA INHBA INHBB INHBC INHBE INS ISL1 KIF5A KIF5B KIF5C KLF4 LEP LHB MBOAT4 MME MYO5A MYRIP P4HB PAX6 PCSK1 PCSK2 PLA2G7 POMC RAB27A REN SEC11A SEC11C SLC30A5 SLC30A8 SPCS1 SPCS2 SPCS3 STX1A TCF7L2 TSHB UCN VAMP2 REACTOME_PEPTIDE_LIGAND_BINDING_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEPTIDE_LIGAND_BINDING_RECEPTORS ACKR1 ACKR2 ACKR3 ACKR4 AGT AGTR1 AGTR2 ANXA1 APLN APLNR APP AVP AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3 C3AR1 C5 C5AR1 C5AR2 CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL25 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CORT CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 ECE1 ECE2 EDN1 EDN2 EDN3 EDNRA EDNRB F2 F2R F2RL1 F2RL2 F2RL3 FPR1 FPR2 FPR3 GAL GALR1 GALR2 GALR3 GHRL GHSR GPER1 GPR37 GPR37L1 GRP GRPR HCRT HCRTR1 HCRTR2 HEBP1 INSL3 INSL5 KEL KISS1 KISS1R KNG1 MC1R MC2R MC3R MC4R MC5R MCHR1 MCHR2 MLN MLNR NLN NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NPW NPY NPY1R NPY2R NPY4R NPY5R NTS NTSR1 NTSR2 OPRD1 OPRK1 OPRL1 OPRM1 OXT OXTR PDYN PENK PF4 PMCH PNOC POMC PPBP PPY PRLH PRLHR PROK1 PROK2 PROKR1 PROKR2 PSAP PYY QRFP QRFPR RLN2 RLN3 RXFP1 RXFP2 RXFP3 RXFP4 SAA1 SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAC1 TAC3 TACR1 TACR2 TACR3 TRH TRHR UTS2 UTS2B UTS2R XCL1 XCL2 XCR1 XK REACTOME_PERK_REGULATES_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PERK_REGULATES_GENE_EXPRESSION ASNS ATF3 ATF4 ATF6 CCL2 CEBPB CEBPG CXCL8 DCP2 DDIT3 DIS3 EIF2AK3 EIF2S1 EIF2S2 EIF2S3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HERPUD1 HSPA5 IGFBP1 KHSRP NFYA NFYB NFYC PARN REACTOME_PEROXISOMAL_LIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEROXISOMAL_LIPID_METABOLISM ABCD1 ACAA1 ACBD4 ACBD5 ACOT4 ACOT6 ACOT8 ACOX1 ACOX2 ACOX3 ACOXL ALDH3A2 AMACR CRAT CROT DECR2 ECI2 EHHADH HACL1 HAO2 HSD17B4 MLYCD NUDT19 NUDT7 PECR PHYH SCP2 SLC25A17 SLC27A2 REACTOME_PEROXISOMAL_PROTEIN_IMPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEROXISOMAL_PROTEIN_IMPORT ACAA1 ACOT2 ACOT4 ACOT8 ACOX1 ACOX2 ACOX3 AGPS AGXT AMACR BAAT CAT CRAT CROT DAO DDO DECR2 DHRS4 ECH1 ECI2 EHHADH EPHX2 GNPAT GSTK1 HACL1 HAO1 HAO2 HMGCL HSD17B4 IDE IDH1 LONP2 MLYCD MPV17 NOS2 NUDT19 NUDT7 PAOX PECR PEX1 PEX10 PEX12 PEX13 PEX14 PEX2 PEX26 PEX5 PEX6 PEX7 PHYH PIPOX RPS27A SCP2 SLC27A2 TYSND1 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 USP9X ZFAND6 REACTOME_PEXOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PEXOPHAGY ATM EPAS1 MAP1LC3B NBR1 PEX5 RPS27A SQSTM1 UBA52 UBB UBC USP30 REACTOME_PHASE_0_RAPID_DEPOLARISATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_0_RAPID_DEPOLARISATION CACNA1C CACNA2D2 CACNB1 CACNB2 CACNG4 CACNG6 CACNG7 CACNG8 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G FGF11 FGF12 FGF13 FGF14 RANGRF SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A REACTOME_PHASE_1_INACTIVATION_OF_FAST_NA_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_1_INACTIVATION_OF_FAST_NA_CHANNELS KCND1 KCND2 KCND3 KCNIP1 KCNIP2 KCNIP3 KCNIP4 REACTOME_PHASE_2_PLATEAU_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_2_PLATEAU_PHASE AKAP9 CACNA1C CACNA2D2 CACNB1 CACNB2 CACNG4 CACNG6 CACNG7 CACNG8 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNQ1 REACTOME_PHASE_3_RAPID_REPOLARISATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_3_RAPID_REPOLARISATION AKAP9 KCNA5 KCNE1 KCNE2 KCNE3 KCNE4 KCNE5 KCNH2 KCNQ1 REACTOME_PHASE_4_RESTING_MEMBRANE_POTENTIAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_4_RESTING_MEMBRANE_POTENTIAL KCNJ12 KCNJ14 KCNJ2 KCNJ4 KCNK1 KCNK10 KCNK12 KCNK13 KCNK15 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK5 KCNK6 KCNK7 KCNK9 REACTOME_PHASE_II_CONJUGATION_OF_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_II_CONJUGATION_OF_COMPOUNDS ABHD10 ABHD14B ACSM1 ACSM2A ACSM2B ACSM4 ACSM5 AHCY AKR1A1 AS3MT BPNT1 BPNT2 CHAC1 CHAC2 CNDP2 COMT CYP1A2 ESD GCLC GCLM GGCT GGT1 GGT5 GGT6 GGT7 GLYAT GLYATL1 GLYATL2 GLYATL3 GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT1 GSTT2 GSTT2B GSTZ1 HPGDS MAT1A MAT2A MAT2B MGST1 MGST2 MGST3 MTR MTRR N6AMT1 NAT1 NAT2 NNMT OPLAH PAPSS1 PAPSS2 PODXL2 SLC26A1 SLC26A2 SLC35B2 SLC35B3 SLC35D1 SULT1A1 SULT1A2 SULT1A3 SULT1A4 SULT1B1 SULT1C2 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPMT TPST1 TPST2 TRMT112 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 UGT3A1 UGT3A2 REACTOME_PHASE_I_FUNCTIONALIZATION_OF_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHASE_I_FUNCTIONALIZATION_OF_COMPOUNDS AADAC ACSS1 ACSS2 ADH1A ADH1B ADH1C ADH4 ADH5 ADH6 ADH7 AHR AIP ALDH1A1 ALDH1B1 ALDH2 ALDH3A1 AOC1 AOC2 AOC3 ARNT ARNT2 BPHL CBR3 CES1 CES2 CES3 CMBL CYB5B CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP51A1 CYP7A1 CYP7B1 CYP8B1 EPHX1 FDX1 FDX2 FDXR FMO1 FMO2 FMO3 HSP90AB1 MAOA MAOB MTARC1 MTARC2 NCOA1 NCOA2 NQO2 NR1H4 PAOX POMC POR PTGES3 PTGIS PTGS1 RXRA SMOX TBXAS1 REACTOME_PHENYLALANINE_AND_TYROSINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHENYLALANINE_AND_TYROSINE_METABOLISM ASRGL1 FAH GSTZ1 HGD HPD IL4I1 KYAT1 PAH PCBD1 QDPR TAT REACTOME_PHENYLALANINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHENYLALANINE_METABOLISM ASRGL1 IL4I1 KYAT1 PAH PCBD1 QDPR REACTOME_PHOSPHATE_BOND_HYDROLYSIS_BY_NTPDASE_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHATE_BOND_HYDROLYSIS_BY_NTPDASE_PROTEINS ENTPD1 ENTPD2 ENTPD3 ENTPD4 ENTPD5 ENTPD6 ENTPD7 ENTPD8 REACTOME_PHOSPHATE_BOND_HYDROLYSIS_BY_NUDT_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHATE_BOND_HYDROLYSIS_BY_NUDT_PROTEINS ADPRM NUDT1 NUDT15 NUDT16 NUDT18 NUDT5 NUDT9 REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 KL PLCG1 REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 PLCG1 REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHOLIPASE_C_MEDIATED_CASCADE_FGFR4 FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 KLB PLCG1 REACTOME_PHOSPHOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHOLIPID_METABOLISM ABHD3 ABHD4 ACHE ACP6 AGK AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 ALPI ARF1 ARF3 AWAT2 BCHE BMX CDIPT CDS1 CDS2 CEPT1 CHAT CHKA CHKB CHPT1 CPNE1 CPNE3 CPNE6 CPNE7 CRLS1 CSNK2A1 CSNK2A2 CSNK2B DDHD1 DDHD2 DGAT1 DGAT2 DGAT2L6 ENPP6 ETNK1 ETNK2 ETNPPL FIG4 GDE1 GDPD1 GDPD3 GDPD5 GNPAT GPAM GPAT2 GPAT3 GPAT4 GPCPD1 GPD1 GPD1L GPD2 HADHA HADHB INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 LCLAT1 LIPH LIPI LPCAT1 LPCAT2 LPCAT3 LPCAT4 LPGAT1 LPIN1 LPIN2 LPIN3 MBOAT1 MBOAT2 MBOAT7 MFSD2A MGLL MIGA1 MIGA2 MTM1 MTMR1 MTMR10 MTMR12 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL OSBPL10 OSBPL5 OSBPL8 PCTP PCYT1A PCYT1B PCYT2 PEMT PGS1 PHOSPHO1 PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP5K1A PIP5K1B PIP5K1C PISD PITPNB PITPNM1 PITPNM2 PITPNM3 PLA1A PLA2G10 PLA2G12A PLA2G15 PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2R1 PLAAT1 PLAAT2 PLAAT3 PLAAT4 PLAAT5 PLB1 PLBD1 PLD1 PLD2 PLD3 PLD4 PLD6 PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA6 PLEKHA8 PNPLA2 PNPLA3 PNPLA6 PNPLA7 PNPLA8 PTDSS1 PTDSS2 PTEN PTPMT1 PTPN13 RAB14 RAB4A RAB5A RUFY1 SACM1L SBF1 SBF2 SELENOI SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 STARD10 STARD7 SYNJ1 SYNJ2 TAFAZZIN TMEM86B TNFAIP8 TNFAIP8L1 TNFAIP8L2 TNFAIP8L3 TPTE TPTE2 VAC14 REACTOME_PHOSPHORYLATION_OF_EMI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHORYLATION_OF_EMI1 CCNB1 CDC20 CDK1 FBXO5 FZR1 PLK1 REACTOME_PHOSPHORYLATION_OF_THE_APC_C https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHOSPHORYLATION_OF_THE_APC_C ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNB1 CDC16 CDC23 CDC26 CDC27 CDK1 PLK1 UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_PHYSIOLOGICAL_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PHYSIOLOGICAL_FACTORS CES1 CORIN GATA4 HIPK1 HIPK2 KAT2B MME NKX2-5 NPPA NPPC NPR1 NPR2 TBX5 WWTR1 REACTOME_PI3K_AKT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI3K_AKT_ACTIVATION IRS1 IRS2 NGF NTRK1 PIK3CA PIK3CB PIK3R1 PIK3R2 RHOA REACTOME_PI3K_AKT_SIGNALING_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI3K_AKT_SIGNALING_IN_CANCER AKT1 AKT1S1 AKT2 AKT3 AREG BAD BDNF BTC CASP9 CD19 CD28 CD80 CD86 CDKN1A CDKN1B CHUK CREB1 EGF EGFR EPGN ERBB2 ERBB3 ERBB4 EREG ESR1 ESR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FOXO1 FOXO3 FOXO4 FOXO6 FRS2 FYN GAB1 GAB2 GRB2 GSK3A GSK3B HBEGF HGF ICOS IRS1 IRS2 KIT KITLG KL KLB LCK MAPKAP1 MDM2 MET MLST8 MTOR NR4A1 NRG1 NRG2 NRG3 NRG4 NTF3 NTF4 NTRK2 NTRK3 PDGFA PDGFB PDGFRA PDGFRB PDPK1 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRR5 PTEN PTPN11 RAC1 RAC2 RHOG RICTOR RPS6KB2 SRC STRN TGFA TRAT1 TSC2 VAV1 REACTOME_PI3K_EVENTS_IN_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI3K_EVENTS_IN_ERBB2_SIGNALING BTC EGF EGFR ERBB2 ERBB3 ERBB4 EREG GAB1 GRB2 HBEGF NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3R1 REACTOME_PI3K_EVENTS_IN_ERBB4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI3K_EVENTS_IN_ERBB4_SIGNALING BTC ERBB4 EREG HBEGF NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3R1 REACTOME_PI5P_REGULATES_TP53_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI5P_REGULATES_TP53_ACETYLATION EP300 ING2 MAP2K6 PIN1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 TP53 REACTOME_PINK1_PRKN_MEDIATED_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PINK1_PRKN_MEDIATED_MITOPHAGY ATG12 ATG5 ATG9A MAP1LC3A MAP1LC3B MFN1 MFN2 MTERF3 OPTN PINK1 PRKN RPS27A SQSTM1 TBK1 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 UBA52 UBB UBC UBE2D2 UBE2D3 UBE2L3 UBE2N UBE2V1 VDAC1 VDAC2 VDAC3 REACTOME_PIWI_INTERACTING_RNA_PIRNA_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PIWI_INTERACTING_RNA_PIRNA_BIOGENESIS ASZ1 DDX4 FKBP6 HENMT1 HSP90AA1 MAEL MOV10L1 MYBL1 PIWIL1 PIWIL2 PIWIL4 PLD6 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L TDRD1 TDRD12 TDRD6 TDRD9 TDRKH REACTOME_PI_3K_CASCADE_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_3K_CASCADE_FGFR1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FRS2 GAB1 GRB2 KL PIK3CA PIK3R1 PTPN11 REACTOME_PI_3K_CASCADE_FGFR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_3K_CASCADE_FGFR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 GAB1 GRB2 PIK3CA PIK3R1 PTPN11 REACTOME_PI_3K_CASCADE_FGFR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_3K_CASCADE_FGFR3 FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 GAB1 GRB2 PIK3CA PIK3R1 PTPN11 REACTOME_PI_3K_CASCADE_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_3K_CASCADE_FGFR4 FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 GAB1 GRB2 KLB PIK3CA PIK3R1 PTPN11 REACTOME_PI_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PI_METABOLISM ARF1 ARF3 BMX ENPP6 FIG4 GDE1 GDPD1 GDPD3 GDPD5 INPP4A INPP4B INPP5D INPP5E INPP5F INPP5J INPP5K INPPL1 MTM1 MTMR1 MTMR10 MTMR12 MTMR14 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP5K1A PIP5K1B PIP5K1C PITPNB PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA6 PLEKHA8 PNPLA6 PNPLA7 PTEN PTPN13 RAB14 RAB4A RAB5A RUFY1 SACM1L SBF1 SBF2 SYNJ1 SYNJ2 TNFAIP8 TNFAIP8L1 TNFAIP8L2 TNFAIP8L3 TPTE TPTE2 VAC14 REACTOME_PKA_ACTIVATION_IN_GLUCAGON_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKA_ACTIVATION_IN_GLUCAGON_SIGNALLING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 GNAS PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B REACTOME_PKA_MEDIATED_PHOSPHORYLATION_OF_CREB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKA_MEDIATED_PHOSPHORYLATION_OF_CREB ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 CALM1 CREB1 NBEA PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKX REACTOME_PKA_MEDIATED_PHOSPHORYLATION_OF_KEY_METABOLIC_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKA_MEDIATED_PHOSPHORYLATION_OF_KEY_METABOLIC_FACTORS MLXIPL PFKFB1 PRKACA PRKACB PRKACG REACTOME_PKMTS_METHYLATE_HISTONE_LYSINES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKMTS_METHYLATE_HISTONE_LYSINES AEBP2 ASH1L ASH2L ATF7IP DOT1L DPY30 EED EHMT1 EHMT2 EZH2 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KMT2A KMT2B KMT2C KMT2D KMT5A KMT5B KMT5C MECOM NFKB1 NFKB2 NSD1 NSD2 NSD3 PRDM16 PRDM9 RBBP4 RBBP5 RBBP7 RELA SETD1A SETD1B SETD2 SETD3 SETD6 SETD7 SETDB1 SETDB2 SMYD2 SMYD3 SUV39H1 SUV39H2 SUZ12 WDR5 REACTOME_PKR_MEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PKR_MEDIATED_SIGNALING ADAR ARIH1 CDK1 CENPS CENPX CHUK DHX9 DNAJC3 DUS2 EIF2AK2 EIF2S1 EIF2S2 EIF2S3 FAAP100 FAAP20 FAAP24 FANCA FANCB FANCC FANCE FANCF FANCG FANCL FANCM HERC5 HSPA1A HSPA1B HSPA1L HSPA2 HSPA8 IKBKB IKBKG ILF2 ILF3 ISG15 MAP2K6 MAPT MAVS NCK1 NPM1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PRKRA PTPN2 SNCA SPHK1 STAT1 STAT3 SUMO1 TARBP2 TP53 TRIM25 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBE2I UBE2L6 REACTOME_PLASMA_LIPOPROTEIN_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLASMA_LIPOPROTEIN_ASSEMBLY A2M ABCA1 APOA1 APOA2 APOA4 APOB APOC1 APOC2 APOC3 APOC4 APOE BMP1 MTTP P4HB PRKACA PRKACB PRKACG SAR1B ZDHHC8 REACTOME_PLASMA_LIPOPROTEIN_ASSEMBLY_REMODELING_AND_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLASMA_LIPOPROTEIN_ASSEMBLY_REMODELING_AND_CLEARANCE A2M ABCA1 ABCG1 ALB AMN ANGPTL3 ANGPTL4 ANGPTL8 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOA1 APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOC4 APOE APOF BMP1 CES3 CETP CIDEC CLTA CLTC CREB3L3 CUBN FGF21 FURIN GPIHBP1 HDLBP LCAT LDLR LDLRAP1 LIPA LIPC LIPG LMF1 LMF2 LPA LPL LSR MBTPS1 MBTPS2 MTTP MYLIP NCEH1 NPC1 NPC2 NR1H2 NR1H3 P4HB PCSK5 PCSK6 PCSK9 PLTP PRKACA PRKACB PRKACG RPS27A SAR1B SCARB1 SOAT1 SOAT2 UBA52 UBB UBC VLDLR ZDHHC8 REACTOME_PLASMA_LIPOPROTEIN_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLASMA_LIPOPROTEIN_CLEARANCE AMN AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOA1 APOB APOBR APOC1 APOC4 APOE CES3 CLTA CLTC CUBN HDLBP LDLR LDLRAP1 LIPA LIPC LSR MYLIP NCEH1 NPC1 NPC2 NR1H2 NR1H3 PCSK9 RPS27A SCARB1 SOAT1 SOAT2 UBA52 UBB UBC VLDLR REACTOME_PLASMA_LIPOPROTEIN_REMODELING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLASMA_LIPOPROTEIN_REMODELING ABCG1 ALB ANGPTL3 ANGPTL4 ANGPTL8 APOA1 APOA2 APOA4 APOA5 APOB APOC2 APOC3 APOE APOF CETP CIDEC CREB3L3 FGF21 FURIN GPIHBP1 LCAT LIPC LIPG LMF1 LMF2 LPA LPL MBTPS1 MBTPS2 MTTP P4HB PCSK5 PCSK6 PLTP REACTOME_PLATELET_ACTIVATION_SIGNALING_AND_AGGREGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_ACTIVATION_SIGNALING_AND_AGGREGATION A1BG A2M AAMP ABCC4 ABHD12 ABHD6 ACTN1 ACTN2 ACTN4 ADRA2A ADRA2B ADRA2C AHSG AKT1 ALB ALDOA ANXA5 APBB1IP APLP2 APOA1 APOH APOOL APP ARRB1 ARRB2 BCAR1 BRPF3 CALM1 CALU CAP1 CD109 CD36 CD63 CD9 CDC37L1 CDC42 CFD CFL1 CHID1 CLEC1B CLEC3B CLU COL1A1 COL1A2 CRK CSK CTSW CYB5R1 CYRIB DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ ECM1 EGF ENDOD1 F13A1 F2 F2R F2RL2 F2RL3 F5 F8 FAM3C FCER1G FERMT3 FGA FGB FGG FLNA FN1 FYN GAS6 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAQ GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GP1BA GP1BB GP5 GP6 GP9 GRB2 GTPBP2 HABP4 HGF HRG HSPA5 IGF1 IGF2 ISLR ITGA2B ITGB3 ITIH3 ITIH4 ITPR1 ITPR2 ITPR3 KNG1 LAMP2 LAT LCK LCP2 LEFTY2 LGALS3BP LHFPL2 LY6G6F LYN MAGED2 MANF MAPK1 MAPK14 MAPK3 MGLL MMRN1 MPIG6B MPL NHLRC2 OLA1 ORM1 ORM2 P2RY1 P2RY12 PCDH7 PCYOX1L PDGFA PDGFB PDPK1 PDPN PECAM1 PF4 PFN1 PHACTR2 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLA2G4A PLCG2 PLEK PLG PPBP PPIA PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PROS1 PSAP PTK2 PTPN1 PTPN11 PTPN6 QSOX1 RAB27B RAC1 RAC2 RAF1 RAP1A RAP1B RAPGEF3 RAPGEF4 RARRES2 RASGRP1 RASGRP2 RHOA RHOB RHOG SCCPDH SCG3 SELENOP SELP SERPINA1 SERPINA3 SERPINA4 SERPINE1 SERPINF2 SERPING1 SHC1 SOD1 SOS1 SPARC SPP2 SRC SRGN STX4 STXBP2 STXBP3 SYK SYTL4 TAGLN2 TBXA2R TEX264 TF TGFB1 TGFB2 TGFB3 THBS1 THPO TIMP1 TIMP3 TLN1 TMSB4X TMX3 TOR4A TRPC3 TRPC6 TRPC7 TTN TUBA4A VAV1 VAV2 VAV3 VCL VEGFA VEGFB VEGFC VEGFD VTI1B VWF WDR1 YWHAZ REACTOME_PLATELET_ADHESION_TO_EXPOSED_COLLAGEN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_ADHESION_TO_EXPOSED_COLLAGEN ADAMTS13 COL1A1 COL1A2 FCER1G FYN GP1BA GP1BB GP5 GP6 GP9 ITGA1 ITGA10 ITGA2 ITGB1 LYN VWF REACTOME_PLATELET_AGGREGATION_PLUG_FORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_AGGREGATION_PLUG_FORMATION ADRA2A ADRA2B ADRA2C AKT1 APBB1IP BCAR1 COL1A1 COL1A2 CRK CSK F2 FGA FGB FGG FN1 GP1BA GP1BB GP5 GP9 GRB2 ITGA2B ITGB3 MPL PDPK1 PTK2 PTPN1 RAP1A RAP1B RAPGEF3 RAPGEF4 RASGRP1 RASGRP2 SHC1 SOS1 SRC SYK THPO TLN1 VWF REACTOME_PLATELET_CALCIUM_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_CALCIUM_HOMEOSTASIS ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CALM1 ITPR1 ITPR2 ITPR3 ORAI1 ORAI2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 SLC8A1 SLC8A2 SLC8A3 SRI STIM1 TRPC3 TRPC6 TRPC7 REACTOME_PLATELET_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_HOMEOSTASIS APOB ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CALM1 FGR GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GUCY1A1 GUCY1A2 GUCY1B1 IRAG1 ITPR1 ITPR2 ITPR3 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 LRP8 MAPK14 NOS1 NOS2 NOS3 ORAI1 ORAI2 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 PAFAH2 PDE10A PDE11A PDE1A PDE1B PDE2A PDE5A PDE9A PECAM1 PLA2G4A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKG1 PRKG2 PTGIR PTPN11 PTPN6 SLC8A1 SLC8A2 SLC8A3 SRI STIM1 TRPC3 TRPC6 TRPC7 REACTOME_PLATELET_SENSITIZATION_BY_LDL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PLATELET_SENSITIZATION_BY_LDL APOB FGR LRP8 MAPK14 PECAM1 PLA2G4A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPN11 PTPN6 REACTOME_POLB_DEPENDENT_LONG_PATCH_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POLB_DEPENDENT_LONG_PATCH_BASE_EXCISION_REPAIR ADPRS APEX1 FEN1 LIG1 PARG PARP1 PARP2 POLB REACTOME_POLO_LIKE_KINASE_MEDIATED_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POLO_LIKE_KINASE_MEDIATED_EVENTS CCNB1 CCNB2 CDC25A CDC25C CENPF EP300 FOXM1 LIN37 LIN52 LIN54 LIN9 MYBL2 PKMYT1 PLK1 RBBP4 WEE1 REACTOME_POLYMERASE_SWITCHING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POLYMERASE_SWITCHING PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 REACTOME_POLYMERASE_SWITCHING_ON_THE_C_STRAND_OF_THE_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POLYMERASE_SWITCHING_ON_THE_C_STRAND_OF_THE_TELOMERE ACD CHTF18 CHTF8 CTC1 DSCC1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POT1 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 STN1 TEN1 TERF1 TERF2 TERF2IP TINF2 REACTOME_POSITIVE_EPIGENETIC_REGULATION_OF_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POSITIVE_EPIGENETIC_REGULATION_OF_RRNA_EXPRESSION ACTB BAZ1B CBX3 CHD3 CHD4 DDX21 DEK EHMT2 EP300 ERCC6 GATAD2A GATAD2B GSK3B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 KAT2A KAT2B MBD3 MTA1 MTA2 MTA3 MYBBP1A MYO1C POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RBBP4 RBBP7 SF3B1 SMARCA5 TAF1A TAF1B TAF1C TAF1D TBP TTF1 REACTOME_POSTMITOTIC_NUCLEAR_PORE_COMPLEX_NPC_REFORMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POSTMITOTIC_NUCLEAR_PORE_COMPLEX_NPC_REFORMATION AHCTF1 KPNB1 NDC1 NUP107 NUP133 NUP155 NUP160 NUP188 NUP205 NUP35 NUP37 NUP43 NUP54 NUP58 NUP62 NUP85 NUP93 NUP98 POM121 RAN RANGAP1 RCC1 SEC13 SEH1L SUMO1 TNPO1 UBE2I REACTOME_POST_CHAPERONIN_TUBULIN_FOLDING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POST_CHAPERONIN_TUBULIN_FOLDING_PATHWAY ARL2 TBCA TBCB TBCC TBCD TBCE TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 REACTOME_POST_TRANSCRIPTIONAL_SILENCING_BY_SMALL_RNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POST_TRANSCRIPTIONAL_SILENCING_BY_SMALL_RNAS AGO1 AGO2 AGO3 AGO4 TNRC6A TNRC6B TNRC6C REACTOME_POST_TRANSLATIONAL_MODIFICATION_SYNTHESIS_OF_GPI_ANCHORED_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POST_TRANSLATIONAL_MODIFICATION_SYNTHESIS_OF_GPI_ANCHORED_PROTEINS ALPG ALPI ALPL ART3 ART4 BST1 CD109 CD52 CEACAM5 CEACAM7 CNTN3 CNTN4 CNTN5 CPM DPM1 DPM2 DPM3 FCGR3B FOLR2 GP2 GPAA1 GPIHBP1 GPLD1 IZUMO1R LSAMP LY6D LY6E LY6G6C LY6G6D LY6H LY6K LYPD1 LYPD2 LYPD3 LYPD4 LYPD5 LYPD6B LYPD8 MDGA1 MDGA2 MELTF MSLN NEGR1 NRN1 NRN1L NTM NTNG1 NTNG2 OPCML OTOA PGAP1 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY PIGZ PLAUR PLET1 PRND PRSS21 PRSS41 PSCA RAET1G RAET1L RECK RTN4RL1 RTN4RL2 SPACA4 SPRN TECTA TECTB TEX101 THY1 ULBP2 VNN1 VNN2 XPNPEP2 REACTOME_POST_TRANSLATIONAL_PROTEIN_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POST_TRANSLATIONAL_PROTEIN_MODIFICATION A4GNT AAAS ABRAXAS1 ABRAXAS2 ACTB ACTL6A ACTR10 ACTR1A ACTR5 ACTR8 ADAM10 ADAMTS1 ADAMTS10 ADAMTS12 ADAMTS13 ADAMTS14 ADAMTS15 ADAMTS16 ADAMTS17 ADAMTS18 ADAMTS19 ADAMTS2 ADAMTS20 ADAMTS3 ADAMTS4 ADAMTS5 ADAMTS6 ADAMTS7 ADAMTS8 ADAMTS9 ADAMTSL1 ADAMTSL2 ADAMTSL3 ADAMTSL4 ADAMTSL5 ADRB2 ADRM1 AFP AGBL1 AGBL2 AGBL3 AGBL4 AGBL5 AGTPBP1 AHSG ALB ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 ALPG ALPI ALPL AMBN AMDHD2 AMELX AMER1 AMFR AMTN ANK1 ANK2 ANK3 ANKRD28 ANKRD9 ANO8 APC APLP2 APOA1 APOA2 APOA5 APOB APOE APOL1 APP AR ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 ARRB1 ARRB2 ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ART3 ART4 ASB1 ASB10 ASB11 ASB12 ASB13 ASB14 ASB15 ASB16 ASB17 ASB18 ASB2 ASB3 ASB4 ASB5 ASB6 ASB7 ASB8 ASB9 ASGR1 ASGR2 ASPH ASXL1 ASXL2 ATXN3 ATXN3L ATXN7 AURKA AURKB AXIN1 AXIN2 B3GALNT2 B3GLCT B3GNT2 B3GNT3 B3GNT4 B3GNT5 B3GNT6 B3GNT7 B3GNT8 B3GNT9 B3GNTL1 B4GALNT2 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 B4GAT1 BABAM1 BABAM2 BAP1 BARD1 BCL10 BECN1 BET1 BET1L BGLAP BIRC2 BIRC3 BIRC5 BLM BMI1 BMP15 BMP4 BPIFB2 BRCA1 BRCC3 BST1 BTBD1 BTBD6 BTRC C1GALT1 C1GALT1C1 C3 C4A CALM1 CALR CALU CAMKMT CAND1 CANX CAPZA1 CAPZA2 CAPZA3 CAPZB CASP8AP2 CBX2 CBX4 CBX5 CBX8 CCDC22 CCDC8 CCN1 CCNA1 CCNA2 CCNF CCP110 CD109 CD52 CD55 CD59 CDC20 CDC25A CDC34 CDC73 CDCA8 CDH2 CDK1 CDKN1A CDKN2A CEACAM5 CEACAM7 CETN2 CFP CFTR CGA CHD3 CHGB CHM CHML CHRDL1 CHST10 CHST4 CHST8 CISH CKAP4 CLSPN CMAS CNIH1 CNIH2 CNIH3 CNTN3 CNTN4 CNTN5 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COMMD1 COMMD10 COMMD2 COMMD3 COMMD4 COMMD5 COMMD6 COMMD7 COMMD8 COMMD9 COP1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPZ1 COPZ2 CP CPM CREBBP CSF1 CSNK1D CST3 CTBP1 CTR9 CTSA CTSC CTSZ CUL1 CUL2 CUL3 CUL4A CUL4B CUL5 CUL7 CUL9 CYLD DAD1 DAG1 DAXX DBT DCAF10 DCAF11 DCAF13 DCAF16 DCAF17 DCAF4 DCAF5 DCAF6 DCAF7 DCAF8 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DCUN1D1 DCUN1D2 DCUN1D3 DCUN1D4 DCUN1D5 DDA1 DDB1 DDB2 DDOST DDX17 DDX5 DERL1 DERL2 DHDDS DHPS DLAT DLST DMP1 DNAJC24 DNAJC3 DNMT1 DNMT3A DNMT3B DOHH DOLK DOLPP1 DPAGT1 DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 DPM1 DPM2 DPM3 DPP3 DRG1 DRG2 DTL DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EDEM1 EDEM2 EDEM3 EEF1A1 EEF1AKMT1 EEF1AKMT2 EEF2 EEF2KMT EID3 EIF2AK2 EIF5A EIF5A2 ELOB ELOC ENAM ENGASE EP300 EPAS1 ERCC8 ESR1 ETF1 ETFB ETFBKMT EVA1A F10 F2 F5 F7 F8 F9 FAM20A FAM20C FBN1 FBXL12 FBXL13 FBXL14 FBXL15 FBXL16 FBXL18 FBXL19 FBXL20 FBXL22 FBXL3 FBXL4 FBXL5 FBXL7 FBXL8 FBXO10 FBXO11 FBXO15 FBXO17 FBXO2 FBXO21 FBXO22 FBXO27 FBXO30 FBXO31 FBXO32 FBXO4 FBXO40 FBXO41 FBXO44 FBXO6 FBXO7 FBXO9 FBXW10 FBXW11 FBXW12 FBXW2 FBXW4 FBXW5 FBXW7 FBXW8 FBXW9 FCGR3B FCSK FDX1 FEM1A FEM1B FEM1C FGA FGF23 FGG FKBP8 FN1 FN3K FN3KRP FOLR1 FOLR2 FOXK1 FOXK2 FOXL2 FOXO4 FPGT FSTL1 FSTL3 FUCA1 FUCA2 FUOM FURIN FUT3 FUT8 GALNT1 GALNT10 GALNT11 GALNT12 GALNT13 GALNT14 GALNT15 GALNT16 GALNT17 GALNT18 GALNT2 GALNT3 GALNT4 GALNT5 GALNT6 GALNT7 GALNT8 GALNT9 GALNTL5 GALNTL6 GAN GANAB GAS6 GATA3 GBF1 GCNT1 GCNT3 GCNT4 GCNT7 GCSH GFPT1 GFPT2 GFUS GGCX GLB1 GMDS GMPPA GMPPB GNE GNPNAT1 GOLGA2 GOLGB1 GOLM1 GORASP1 GOSR1 GOSR2 GP2 GPAA1 GPC3 GPIHBP1 GPLD1 GPS1 GRIA1 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HCFC1 HDAC1 HDAC2 HDAC4 HDAC7 HERC2 HGS HIC1 HIF1A HIF3A HIPK2 HK1 HLA-A HLTF HNRNPC HNRNPK HRC HSP90B1 HSPA8 ICMT IDE IFIH1 IGFBP1 IGFBP3 IGFBP4 IGFBP5 IGFBP7 IKBKE IKBKG IL33 IL6 INCENP ING2 INO80 INO80B INO80C INO80D INO80E INS ITIH2 IZUMO1R JMJD4 JMJD6 JMJD7 JOSD1 JOSD2 KAT2A KAT2B KBTBD13 KBTBD6 KBTBD7 KBTBD8 KCTD6 KCTD7 KDELR1 KDELR2 KDELR3 KDM1B KDM8 KEAP1 KIN KLHL11 KLHL13 KLHL2 KLHL20 KLHL21 KLHL22 KLHL25 KLHL3 KLHL41 KLHL42 KLHL5 KLHL9 KNG1 KTN1 L3MBTL2 LAMB1 LAMB2 LAMC1 LARGE1 LARGE2 LEO1 LGALS1 LHB LIAS LIPT1 LIPT2 LMAN1 LMAN1L LMAN2 LMAN2L LMO7 LRR1 LRRC41 LRRC49 LSAMP LTBP1 LY6D LY6E LY6G6C LY6G6D LY6H LY6K LYPD1 LYPD2 LYPD3 LYPD4 LYPD5 LYPD6B LYPD8 MAGT1 MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MANEA MAP3K7 MARCHF6 MAT2B MATN3 MAVS MBD1 MBD5 MBD6 MBTPS1 MCFD2 MCRS1 MDC1 MDGA1 MDGA2 MDM2 MDM4 MELTF MEN1 MEPE METTL21A METTL22 MFGE8 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 MIA2 MIA3 MITF MLEC MOGS MPDU1 MPI MRTFA MSLN MTA1 MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 MUL1 MVD MXRA8 MYC MYSM1 NAE1 NAGK NANP NANS NAPA NAPB NAPG NCOA1 NCOA2 NCOR2 NDC1 NDUFAB1 NEDD8 NEGR1 NEU1 NEU2 NEU3 NEU4 NEURL2 NFE2L2 NFKB2 NFKBIA NFRKB NFU1 NGLY1 NICN1 NLRP3 NOD1 NOD2 NOP58 NOTUM NPL NPLOC4 NPM1 NR1H2 NR1H3 NR1H4 NR1I2 NR2C1 NR3C1 NR3C2 NR4A2 NR5A1 NR5A2 NRIP1 NRN1 NRN1L NSF NSMCE1 NSMCE2 NSMCE3 NSMCE4A NTM NTNG1 NTNG2 NUB1 NUCB1 NUDT14 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NUS1 OBSL1 OGFOD1 OGT OPCML OS9 OTOA OTUB1 OTUB2 OTUD3 OTUD5 OTUD7A OTUD7B OTULIN P4HB PAF1 PALB2 PARK7 PARP1 PCGF2 PCNA PCSK9 PDIA3 PDIA6 PENK PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PGAP1 PGM3 PGR PHC1 PHC2 PHC3 PIAS1 PIAS2 PIAS3 PIAS4 PIGA PIGB PIGC PIGF PIGG PIGH PIGK PIGL PIGM PIGN PIGO PIGP PIGQ PIGS PIGT PIGU PIGV PIGW PIGX PIGY PIGZ PLAUR PLET1 PML PMM1 PMM2 PNPLA2 POFUT2 POLB POM121 POM121C POMGNT1 POMGNT2 POMK POMT1 POMT2 PPARA PPARG PPARGC1A PPP6C PPP6R1 PPP6R3 PREB PRKCSH PRKDC PRKN PRMT3 PRND PROC PROS1 PROZ PRSS21 PRSS23 PRSS41 PSCA PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTP4A2 PTRH2 PUM2 QSOX1 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27A RAB27B RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40B RAB40C RAB41 RAB42 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABGGTA RABGGTB RAD18 RAD21 RAD23A RAD23B RAD52 RAE1 RAET1G RAET1L RANBP2 RANGAP1 RARA RBBP5 RBBP7 RBX1 RCCD1 RCE1 RCN1 RECK RELA RENBP RFT1 RHOA RHOT1 RIGI RING1 RIOX1 RIOX2 RIPK1 RIPK2 RNF103 RNF123 RNF128 RNF135 RNF139 RNF144A RNF146 RNF152 RNF168 RNF181 RNF185 RNF2 RNF20 RNF40 RNF5 RNF7 RORA RPA1 RPL27A RPL8 RPN1 RPN2 RPS2 RPS23 RPS27A RPS6 RRAGA RTF1 RTN4RL1 RTN4RL2 RUVBL1 RWDD1 RWDD3 RXRA SAE1 SAFB SAR1B SATB1 SATB2 SBSPON SCFD1 SCG2 SCG3 SCMH1 SDC2 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SEH1L SEL1L SELENOS SEM1 SEMA5A SEMA5B SENP1 SENP2 SENP5 SENP8 SERPINA1 SERPINA10 SERPINC1 SERPIND1 SHISA5 SHPRH SIAH2 SIN3A SKIC8 SKP1 SKP2 SLC17A5 SLC35A1 SLC35C1 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMC1A SMC3 SMC5 SMC6 SMURF2 SNX3 SOCS2 SOCS3 SOCS5 SOCS6 SP100 SP3 SPACA4 SPARCL1 SPON1 SPON2 SPP1 SPP2 SPRN SPSB1 SPSB2 SPSB3 SPSB4 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SQSTM1 SRD5A3 SSPOP ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 STAG1 STAG2 STAM STAM2 STAMBP STAMBPL1 STC2 STS STT3A STX17 STX5 SUDS3 SUMF1 SUMF2 SUMO1 SUMO2 SUMO3 SUZ12 SVBP SYVN1 TAB1 TADA2B TADA3 TAF10 TAF9B TBC1D20 TDG TECTA TECTB TEX101 TF TFAP2A TFAP2B TFAP2C TFG TFPT TGFA TGFB1 TGFBR1 TGFBR2 TGOLN2 THBS1 THBS2 THRA THRB THSD1 THSD4 THSD7A THSD7B THY1 TIMP1 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TMEM129 TMEM132A TNC TNFAIP3 TNIP1 TNIP2 TNIP3 TNKS TNKS2 TOMM20 TOMM70 TOP1 TOP2A TOP2B TOPORS TP53 TP53BP1 TPGS1 TPGS2 TPR TPST1 TPST2 TRAF2 TRAF3 TRAF6 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 TRIM13 TRIM25 TRIM27 TRIM28 TRIM4 TRRAP TTL TTLL1 TTLL10 TTLL11 TTLL12 TTLL13 TTLL2 TTLL3 TTLL4 TTLL5 TTLL6 TTLL7 TTLL8 TTLL9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TULP4 TUSC3 U2AF2 UAP1 UBA1 UBA2 UBA3 UBA52 UBA6 UBB UBC UBD UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2E3 UBE2F UBE2G1 UBE2G2 UBE2H UBE2I UBE2J2 UBE2K UBE2L3 UBE2M UBE2N UBE2Q2 UBE2R2 UBE2S UBE2T UBE2V2 UBE2W UBE2Z UBXN1 UBXN7 UCHL1 UCHL3 UCHL5 UFD1 UGGT1 UGGT2 UHRF2 UIMC1 ULBP2 UMOD USO1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L25 USP17L26 USP17L27 USP17L28 USP17L29 USP17L3 USP17L30 USP17L4 USP17L5 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP28 USP3 USP30 USP33 USP34 USP37 USP4 USP42 USP44 USP47 USP48 USP49 USP5 USP7 USP8 USP9X VASH1 VASH2 VCAN VCP VCPIP1 VCPKMT VDAC1 VDAC2 VDAC3 VDR VGF VHL VNN1 VNN2 VWA1 WAC WDR20 WDR48 WDR5 WDTC1 WFS1 WRN WSB1 WSB2 XPC XPNPEP2 XRCC4 YKT6 YOD1 YY1 ZBED1 ZBTB16 ZC3H15 ZNF131 ZNF350 ZRANB1 REACTOME_POTASSIUM_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POTASSIUM_CHANNELS ABCC8 ABCC9 GABBR1 GABBR2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HCN1 HCN2 HCN3 HCN4 KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNJ1 KCNJ10 KCNJ11 KCNJ12 KCNJ14 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ8 KCNJ9 KCNK1 KCNK10 KCNK13 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK6 KCNK7 KCNK9 KCNMA1 KCNMB1 KCNMB2 KCNMB3 KCNMB4 KCNN1 KCNN2 KCNN3 KCNN4 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 REACTOME_POTENTIAL_THERAPEUTICS_FOR_SARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POTENTIAL_THERAPEUTICS_FOR_SARS ACE2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARID4A ARID4B ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 BLNK BRD4 BRMS1 BTK CD79A CD79B CHD3 CHD4 COMT CRBN CUL3 CYSLTR1 FKBP1A FKBP4 FNTA FNTB FURIN FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 GATAD2A GATAD2B GRB2 HDAC1 HDAC2 HMG20B HSP90AA1 HSP90AB1 IFNAR1 IFNAR2 IFNGR1 IFNGR2 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL1R1 IL6R IMPDH1 IMPDH2 ITGA4 ITGB1 JAK1 JAK2 JAK3 KDM1A KEAP1 MBD3 MTA1 MTA2 MTA3 NCK1 NFE2L2 NR3C1 PDCD1 PHF21A PLCG2 PTGES3 RBBP4 RBBP7 RBX1 RCOR1 REST RIPK1 ROCK1 ROCK2 S1PR1 SAP18 SAP30 SAP30L SH3KBP1 SIGMAR1 SOS1 STAT2 SUDS3 SYK TBK1 TLR7 TLR9 TUBB TYK2 VAV1 VEGFA ZBP1 REACTOME_POU5F1_OCT4_SOX2_NANOG_ACTIVATE_GENES_RELATED_TO_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POU5F1_OCT4_SOX2_NANOG_ACTIVATE_GENES_RELATED_TO_PROLIFERATION CRIPTO DPPA4 EPHA1 FGF2 FOXD3 NANOG NR6A1 POU5F1 SALL1 SALL4 SOX2 STAT3 ZIC3 REACTOME_POU5F1_OCT4_SOX2_NANOG_REPRESS_GENES_RELATED_TO_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_POU5F1_OCT4_SOX2_NANOG_REPRESS_GENES_RELATED_TO_DIFFERENTIATION CDX2 DKK1 EOMES GATA6 GSC HHEX NANOG POU5F1 SOX2 TSC22D1 REACTOME_PP2A_MEDIATED_DEPHOSPHORYLATION_OF_KEY_METABOLIC_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PP2A_MEDIATED_DEPHOSPHORYLATION_OF_KEY_METABOLIC_FACTORS MLXIPL PFKFB1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D REACTOME_PRC2_METHYLATES_HISTONES_AND_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRC2_METHYLATES_HISTONES_AND_DNA AEBP2 DNMT1 DNMT3A DNMT3B EED EZH2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JARID2 MTF2 PHF1 PHF19 RBBP4 RBBP7 SUZ12 REACTOME_PREDNISONE_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PREDNISONE_ADME ABCB1 AKR1C1 ALB CYP3A4 HSD11B1 HSD11B2 SERPINA6 UGT1A3 UGT2B17 UGT2B7 REACTOME_PREGNENOLONE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PREGNENOLONE_BIOSYNTHESIS AKR1B1 CYP11A1 FDX1 FDX2 FDXR STAR STARD3 STARD3NL STARD4 STARD6 TSPO TSPOAP1 REACTOME_PRESYNAPTIC_DEPOLARIZATION_AND_CALCIUM_CHANNEL_OPENING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRESYNAPTIC_DEPOLARIZATION_AND_CALCIUM_CHANNEL_OPENING CACNA1A CACNA1B CACNA1E CACNA2D2 CACNA2D3 CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG4 REACTOME_PRESYNAPTIC_FUNCTION_OF_KAINATE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRESYNAPTIC_FUNCTION_OF_KAINATE_RECEPTORS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIK3 PLCB1 PLCB2 PLCB3 REACTOME_PRESYNAPTIC_NICOTINIC_ACETYLCHOLINE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRESYNAPTIC_NICOTINIC_ACETYLCHOLINE_RECEPTORS CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG REACTOME_PREVENTION_OF_PHAGOSOMAL_LYSOSOMAL_FUSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PREVENTION_OF_PHAGOSOMAL_LYSOSOMAL_FUSION CORO1A HGS RAB5A RAB7A RPS27A UBA52 UBB UBC VPS33B REACTOME_PRE_NOTCH_EXPRESSION_AND_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRE_NOTCH_EXPRESSION_AND_PROCESSING AGO1 AGO2 AGO3 AGO4 ATP2A1 ATP2A2 ATP2A3 B4GALT1 CCND1 CREBBP E2F1 E2F3 ELF3 EP300 FURIN H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JUN KAT2A KAT2B LFNG MAML1 MAML2 MAML3 MAMLD1 MFNG MIR150 MIR181C MIR200B MIR200C MIR206 MIR302A MIR34B MIR34C MIR449A MIR449B MIR449C MOV10 NOTCH1 NOTCH2 NOTCH3 NOTCH4 POFUT1 POGLUT1 PRKCI RAB6A RBPJ RFNG RUNX1 SEL1L SIRT6 SNW1 ST3GAL3 ST3GAL4 ST3GAL6 TFDP1 TFDP2 TMED2 TNRC6A TNRC6B TNRC6C TP53 REACTOME_PRE_NOTCH_PROCESSING_IN_GOLGI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRE_NOTCH_PROCESSING_IN_GOLGI ATP2A1 ATP2A2 ATP2A3 B4GALT1 FURIN LFNG MFNG NOTCH1 NOTCH2 NOTCH3 NOTCH4 RAB6A RFNG SEL1L ST3GAL3 ST3GAL4 ST3GAL6 TMED2 REACTOME_PRE_NOTCH_PROCESSING_IN_THE_ENDOPLASMIC_RETICULUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PRE_NOTCH_PROCESSING_IN_THE_ENDOPLASMIC_RETICULUM NOTCH1 NOTCH2 NOTCH3 NOTCH4 POFUT1 POGLUT1 REACTOME_PROCESSING_AND_ACTIVATION_OF_SUMO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_AND_ACTIVATION_OF_SUMO RWDD3 SAE1 SENP1 SENP2 SENP5 SUMO1 SUMO2 SUMO3 UBA2 UBE2I REACTOME_PROCESSING_OF_CAPPED_INTRONLESS_PRE_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_CAPPED_INTRONLESS_PRE_MRNA CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 FIP1L1 LSM10 LSM11 NCBP1 NCBP2 NUDT21 PABPN1 PAPOLA PCF11 SLBP SNRPB SNRPD3 SNRPE SNRPF SNRPG SYMPK WDR33 ZNF473 REACTOME_PROCESSING_OF_CAPPED_INTRON_CONTAINING_PRE_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_CAPPED_INTRON_CONTAINING_PRE_MRNA AAAS ACIN1 ALYREF AQR BCAS2 BUD13 BUD31 C9orf78 CACTIN CASC3 CCAR1 CCDC12 CDC40 CDC5L CHERP CHTOP CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CRNKL1 CSTF1 CSTF2 CSTF2T CSTF3 CTNNBL1 CWC15 CWC22 CWC25 CWC27 CWF19L2 DDX23 DDX39A DDX39B DDX41 DDX42 DDX46 DDX5 DHX15 DHX16 DHX35 DHX38 DHX8 DHX9 DNAJC8 EFTUD2 EIF4A3 EIF4E FAM32A FAM50A FIP1L1 FUS FYTTD1 GCFC2 GLE1 GPATCH1 GPKOW GTF2F1 GTF2F2 HNRNPA1 HNRNPA2B1 HNRNPA3 HNRNPC HNRNPD HNRNPF HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU HSPA8 HTATSF1 IK ISY1 LENG1 LSM2 LSM3 LSM4 LSM5 LSM6 LSM7 LSM8 LUC7L3 LUZP4 MAGOH MAGOHB METTL14 METTL3 MFAP1 MTREX NCBP1 NCBP2 NDC1 NKAP NSRP1 NUDT21 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 NXF2 NXF2B NXT1 PABPN1 PAPOLA PCBP1 PCBP2 PCF11 PDCD7 PHF5A PLRG1 PNN POLDIP3 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIE PPIG PPIH PPIL1 PPIL2 PPIL3 PPIL4 PPP1R8 PPWD1 PQBP1 PRCC PRKRIP1 PRPF18 PRPF19 PRPF3 PRPF31 PRPF38A PRPF4 PRPF40A PRPF4B PRPF6 PRPF8 PTBP1 PUF60 RAE1 RANBP2 RBM10 RBM17 RBM22 RBM25 RBM39 RBM42 RBM5 RBM7 RBM8A RBMX RBMX2 RNF113A RNPC3 RNPS1 SAP18 SARNP SART1 SDE2 SEC13 SEH1L SF1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SF3B6 SLBP SLU7 SMNDC1 SMU1 SNIP1 SNRNP200 SNRNP25 SNRNP27 SNRNP35 SNRNP40 SNRNP48 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SNW1 SRRM1 SRRM2 SRRT SRSF1 SRSF10 SRSF11 SRSF12 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF8 SRSF9 STEEP1 SUGP1 SYF2 SYMPK TCERG1 TFIP11 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TPR TRA2B TXNL4A U2AF1 U2AF1L4 U2AF2 U2SURP UBL5 UPF3B USP39 WBP11 WBP4 WDR33 WDR70 WTAP XAB2 YBX1 YJU2 ZC3H11A ZCRB1 ZMAT2 ZMAT5 ZNF830 ZRSR2 REACTOME_PROCESSING_OF_DNA_DOUBLE_STRAND_BREAK_ENDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_DNA_DOUBLE_STRAND_BREAK_ENDS ABRAXAS1 ATM ATR ATRIP BABAM1 BABAM2 BARD1 BLM BRCA1 BRCC3 BRIP1 CCNA1 CCNA2 CDK2 CHEK1 CLSPN DNA2 EXO1 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HERC2 HUS1 KAT5 MDC1 MRE11 NBN NSD2 PIAS4 PPP4C PPP4R2 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RNF168 RNF4 RNF8 RPA1 RPA2 RPA3 RPS27A SIRT6 SUMO2 TIMELESS TIPIN TOP3A TOPBP1 TP53BP1 UBA52 UBB UBC UBE2I UBE2N UBE2V2 UIMC1 WRN REACTOME_PROCESSING_OF_INTRONLESS_PRE_MRNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_INTRONLESS_PRE_MRNAS CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 FIP1L1 NCBP1 NCBP2 NUDT21 PABPN1 PAPOLA PCF11 SYMPK WDR33 REACTOME_PROCESSING_OF_SMDT1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSING_OF_SMDT1 AFG3L2 MAIP1 MCU MCUB MICU1 MICU2 MICU3 PARL PHB1 PHB2 PMPCA PMPCB SMDT1 SPG7 STOML2 YME1L1 REACTOME_PROCESSIVE_SYNTHESIS_ON_THE_C_STRAND_OF_THE_TELOMERE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSIVE_SYNTHESIS_ON_THE_C_STRAND_OF_THE_TELOMERE ACD BLM DNA2 FEN1 LIG1 PCNA POLD1 POLD2 POLD3 POLD4 POT1 RPA1 RPA2 RPA3 TERF1 TERF2 TERF2IP TINF2 WRN REACTOME_PROCESSIVE_SYNTHESIS_ON_THE_LAGGING_STRAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROCESSIVE_SYNTHESIS_ON_THE_LAGGING_STRAND DNA2 FEN1 LIG1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 PRIM1 PRIM2 RPA1 RPA2 RPA3 REACTOME_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROGRAMMED_CELL_DEATH ACIN1 ADD1 AKT1 AKT2 AKT3 APAF1 APC APIP APPL1 ARHGAP10 AVEN BAD BAK1 BAX BBC3 BCAP31 BCL2 BCL2L1 BCL2L11 BID BIRC2 BIRC3 BMF BMX C1QBP CARD8 CASP1 CASP3 CASP4 CASP5 CASP6 CASP7 CASP8 CASP9 CD14 CDC37 CDH1 CDKN2A CFLAR CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CLSPN CTNNB1 CYCS DAPK1 DAPK2 DAPK3 DBNL DCC DFFA DFFB DIABLO DNM1L DSG1 DSG2 DSG3 DSP DYNLL1 DYNLL2 E2F1 ELANE FADD FAS FASLG FLOT1 FLOT2 FNTA GAS2 GSDMD GSDME GSN GZMB H1-0 H1-1 H1-2 H1-3 H1-4 H1-5 HMGB1 HMGB2 HSP90AA1 IL18 IL1A IL1B IRF1 IRF2 ITCH KPNA1 KPNB1 LMNA LMNB1 LY96 MAGED1 MAPK1 MAPK3 MAPK8 MAPT MLKL NMT1 OCLN OGT OMA1 OPA1 PAK2 PDCD6IP PELI1 PKP1 PLEC PMAIP1 PPP1R13B PPP3CC PPP3R1 PRKCD PRKCQ PRKN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK2 RIPK1 RIPK3 ROCK1 RPS27A SATB1 SDCBP SEM1 SEPTIN4 SFN SPTAN1 STAT3 STK24 STK26 STUB1 TFDP1 TFDP2 TICAM1 TICAM2 TJP1 TJP2 TLR4 TNFRSF10A TNFRSF10B TNFSF10 TP53 TP53BP2 TP63 TP73 TRADD TRAF2 UACA UBA52 UBB UBC UBE2L3 UNC5A UNC5B VIM XIAP YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_PROLACTIN_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROLACTIN_RECEPTOR_SIGNALING BTRC CSH1 CUL1 GH1 GH2 GHR JAK2 PRL PRLR PTPN11 RBX1 SH2B1 SKP1 STAT5A STAT5B REACTOME_PROLONGED_ERK_ACTIVATION_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROLONGED_ERK_ACTIVATION_EVENTS BRAF CRK CRKL FRS2 KIDINS220 MAP2K1 MAP2K2 MAPK1 MAPK3 NGF NTRK1 RAP1A RAPGEF1 YWHAB REACTOME_PROPIONYL_COA_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROPIONYL_COA_CATABOLISM MCEE MMAA MMUT PCCA PCCB REACTOME_PROSTACYCLIN_SIGNALLING_THROUGH_PROSTACYCLIN_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROSTACYCLIN_SIGNALLING_THROUGH_PROSTACYCLIN_RECEPTOR GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 PTGIR REACTOME_PROSTANOID_LIGAND_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROSTANOID_LIGAND_RECEPTORS PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR TBXA2R REACTOME_PROTEIN_FOLDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_FOLDING ACTB AP3M1 ARFGEF2 ARL2 CCNE1 CCNE2 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CSNK2A1 CSNK2A2 CSNK2B DCAF7 FBXL3 FBXL5 FBXO4 FBXO6 FBXW10 FBXW2 FBXW4 FBXW5 FBXW7 FBXW9 FKBP9 GAPDHS GBA1 GNA11 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HDAC3 KIF13A KIFC3 LONP2 NOP56 PDCL PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 RGS11 RGS6 RGS7 RGS9 SKIC2 SPHK1 STAT3 TBCA TBCB TBCC TBCD TBCE TCP1 TP53 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 USP11 VBP1 WRAP53 XRN2 REACTOME_PROTEIN_HYDROXYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_HYDROXYLATION ASPH DRG1 DRG2 ETF1 F9 JMJD4 JMJD6 JMJD7 KDM8 OGFOD1 RCCD1 RIOX1 RIOX2 RPL27A RPL8 RPS23 RPS6 RWDD1 U2AF2 ZC3H15 REACTOME_PROTEIN_LIPOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_LIPOYLATION DBT DLAT DLST FDX1 GCSH LIAS LIPT1 LIPT2 NDUFAB1 NFU1 REACTOME_PROTEIN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_LOCALIZATION ABCD1 ABCD2 ABCD3 ACAA1 ACBD5 ACO2 ACOT2 ACOT4 ACOT8 ACOX1 ACOX2 ACOX3 AGPS AGXT ALDH3A2 AMACR APP ATAD1 ATP5F1A ATP5F1B ATP5MC1 BAAT BAG6 BCS1L CAMLG CAT CHCHD10 CHCHD2 CHCHD3 CHCHD4 CHCHD5 CHCHD7 CMC2 CMC4 COA4 COA6 COQ2 COX17 COX19 CRAT CROT CS CYB5A CYC1 DAO DDO DECR2 DHRS4 DNAJC19 ECH1 ECI2 EHHADH EMD EPHX2 FIS1 FXN GDAP1 GET1 GET3 GET4 GFER GNPAT GRPEL1 GRPEL2 GSTK1 HACL1 HAO1 HAO2 HMGCL HMOX1 HSCB HSD17B4 HSPA9 HSPD1 IDE IDH1 IDH3G LDHD LONP2 MLYCD MPV17 MTX1 MTX2 NDUFB8 NOS2 NUDT19 NUDT7 OTC OTOF PAM16 PAOX PECR PEX1 PEX10 PEX11B PEX12 PEX13 PEX14 PEX16 PEX19 PEX2 PEX26 PEX3 PEX5 PEX6 PEX7 PHYH PIPOX PITRM1 PMPCA PMPCB PRNP PXMP2 PXMP4 RPS27A SAMM50 SCP2 SEC61B SEC61G SERP1 SGTA SLC25A12 SLC25A13 SLC25A17 SLC25A4 SLC25A6 SLC27A2 STX1A STX5 TAFAZZIN TIMM10 TIMM10B TIMM13 TIMM17A TIMM17B TIMM21 TIMM22 TIMM23 TIMM44 TIMM50 TIMM8A TIMM8B TIMM9 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TYSND1 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2J2 UBL4A USP9X VAMP2 VAPA VDAC1 ZFAND6 REACTOME_PROTEIN_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_METHYLATION CALM1 CAMKMT EEF1A1 EEF1AKMT1 EEF1AKMT2 EEF2 EEF2KMT ETFB ETFBKMT HSPA8 KIN METTL21A METTL22 PRMT3 RPS2 VCP VCPKMT REACTOME_PROTEIN_PROTEIN_INTERACTIONS_AT_SYNAPSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_PROTEIN_INTERACTIONS_AT_SYNAPSES APBA1 APBA2 APBA3 BEGAIN CASK DBNL DLG1 DLG2 DLG3 DLG4 DLGAP1 DLGAP2 DLGAP3 DLGAP4 EPB41 EPB41L1 EPB41L2 EPB41L3 EPB41L5 FLOT1 FLOT2 GRIA1 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 GRM5 HOMER1 HOMER2 HOMER3 IL1RAP IL1RAPL1 IL1RAPL2 LIN7A LIN7B LIN7C LRFN1 LRFN2 LRFN3 LRFN4 LRRC4B LRRTM1 LRRTM2 LRRTM3 LRRTM4 NLGN1 NLGN2 NLGN3 NLGN4X NLGN4Y NRXN1 NRXN2 NRXN3 NTRK3 PDLIM5 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PTPRD PTPRF PTPRS RTN3 SHANK1 SHANK2 SHARPIN SIPA1L1 SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 STX1A STXBP1 SYT1 SYT10 SYT12 SYT2 SYT7 SYT9 REACTOME_PROTEIN_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_REPAIR MSRA MSRB1 MSRB2 MSRB3 PCMT1 TXN REACTOME_PROTEIN_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTEIN_UBIQUITINATION BCL10 CDC34 CDC73 CTR9 DERL1 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 HLA-A HLTF LEO1 OTULIN PAF1 PCNA PEX10 PEX12 PEX13 PEX14 PEX2 PEX5 PRKDC RAD18 RNF144A RNF152 RNF181 RNF20 RNF40 RPS27A RRAGA RTF1 SELENOS SHPRH SKIC8 TMEM129 UBA1 UBA52 UBA6 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2E3 UBE2G1 UBE2G2 UBE2H UBE2J2 UBE2K UBE2L3 UBE2N UBE2Q2 UBE2R2 UBE2S UBE2T UBE2V2 UBE2W UBE2Z UCHL3 USP5 USP7 USP9X VCP WAC REACTOME_PROTON_COUPLED_MONOCARBOXYLATE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PROTON_COUPLED_MONOCARBOXYLATE_TRANSPORT BSG EMB SLC16A1 SLC16A3 SLC16A7 SLC16A8 REACTOME_PTEN_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTEN_REGULATION AGO1 AGO2 AGO3 AGO4 AKT1 AKT2 AKT3 ATF2 ATN1 BMI1 CBX2 CBX4 CBX6 CBX8 CHD3 CHD4 CSNK2A1 CSNK2A2 CSNK2B EED EGR1 EZH2 FRK GATAD2A GATAD2B HDAC1 HDAC2 HDAC3 HDAC5 HDAC7 JUN KDM1A LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MAF1 MAPK1 MAPK3 MBD3 MECOM MKRN1 MLST8 MOV10 MTA1 MTA2 MTA3 MTOR NEDD4 NR2E1 OTUD3 PHC1 PHC2 PHC3 PML PPARG PREX2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN RBBP4 RBBP7 RCOR1 REST RHEB RING1 RNF146 RNF2 RPS27A RPTOR RRAGA RRAGB RRAGC RRAGD SALL4 SCMH1 SEM1 SLC38A9 SNAI1 SNAI2 STUB1 SUZ12 TNKS TNKS2 TNRC6A TNRC6B TNRC6C TP53 TRIM27 UBA52 UBB UBC USP13 USP7 WWP2 XIAP REACTOME_PTK6_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_EXPRESSION EPAS1 HIF1A NR3C1 PELP1 PTK6 REACTOME_PTK6_PROMOTES_HIF1A_STABILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_PROMOTES_HIF1A_STABILIZATION EGFR GPNMB HBEGF HIF1A LRRK2 PTK6 REACTOME_PTK6_REGULATES_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_REGULATES_CELL_CYCLE CCND1 CCNE1 CDK2 CDK4 CDKN1B PTK6 REACTOME_PTK6_REGULATES_PROTEINS_INVOLVED_IN_RNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_REGULATES_PROTEINS_INVOLVED_IN_RNA_PROCESSING KHDRBS1 KHDRBS2 KHDRBS3 PTK6 SFPQ REACTOME_PTK6_REGULATES_RHO_GTPASES_RAS_GTPASE_AND_MAP_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_REGULATES_RHO_GTPASES_RAS_GTPASE_AND_MAP_KINASES ARHGAP35 BCAR1 CRK DOCK1 ELMO1 ELMO2 HRAS KRAS NRAS PTK6 PXN RAC1 RASA1 RHOA REACTOME_PTK6_REGULATES_RTKS_AND_THEIR_EFFECTORS_AKT1_AND_DOK1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PTK6_REGULATES_RTKS_AND_THEIR_EFFECTORS_AKT1_AND_DOK1 AKT1 ARAP1 CBL DOK1 PTK6 RPS27A UBA52 UBB UBC REACTOME_PURINERGIC_SIGNALING_IN_LEISHMANIASIS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PURINERGIC_SIGNALING_IN_LEISHMANIASIS_INFECTION APP C3 C3AR1 CASP1 CTSG ENTPD1 ENTPD5 GSDMD HMOX1 HSP90AB1 IL18 IL1A IL1B MEFV NFKB1 NFKB2 NLRP3 NT5E P2RX4 P2RX7 PSTPIP1 PYCARD RELA SUGT1 TXN TXNIP REACTOME_PURINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PURINE_CATABOLISM ADPRM DNPH1 GDA ITPA NT5C NT5C1A NT5C1B NT5C2 NT5E NUDT1 NUDT15 NUDT16 NUDT18 NUDT5 NUDT9 PNP XDH REACTOME_PURINE_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PURINE_RIBONUCLEOSIDE_MONOPHOSPHATE_BIOSYNTHESIS ADSL ADSS1 ADSS2 ATIC GART GMPS IMPDH1 IMPDH2 PAICS PFAS PPAT REACTOME_PURINE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PURINE_SALVAGE ADA ADAL ADK AMPD1 AMPD2 AMPD3 APRT DCK DGUOK GMPR GMPR2 HPRT1 PNP REACTOME_PYRIMIDINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYRIMIDINE_CATABOLISM AGXT2 DPYD DPYS NT5C NT5C1A NT5C3A NT5E NT5M TYMP UPB1 UPP1 UPP2 REACTOME_PYRIMIDINE_SALVAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYRIMIDINE_SALVAGE CDA DCK PUDP TK1 TK2 TYMP UCK1 UCK2 UCKL1 UPP1 UPP2 REACTOME_PYROPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYROPTOSIS BAK1 BAX CASP1 CASP3 CASP4 CASP5 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CYCS ELANE GSDMD GSDME GZMB HMGB1 IL18 IL1A IL1B IRF1 IRF2 TP53 TP63 REACTOME_PYRUVATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_PYRUVATE_METABOLISM ARMC8 DLAT DLD FAHD1 GID4 GID8 GLO1 GPT GSTZ1 HAGH LDHA LDHAL6A LDHAL6B LDHB LDHC MAEA ME1 ME2 ME3 MKLN1 MPC1 MPC1L MPC2 NEK1 PC PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR PGAM5 PKLR PKM RANBP9 RMND5A RMND5B RPS27A SIRT4 UBA52 UBB UBC VDAC1 WDR26 REACTOME_RAB_GEFS_EXCHANGE_GTP_FOR_GDP_ON_RABS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAB_GEFS_EXCHANGE_GTP_FOR_GDP_ON_RABS AKT1 AKT2 AKT3 ALS2 ALS2CL ANKRD27 CCZ1 CCZ1B CHM CHML DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B GAPVD1 GDI1 GDI2 HPS1 HPS4 MADD MON1A MON1B RAB10 RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB21 RAB27A RAB27B RAB31 RAB32 RAB35 RAB38 RAB39A RAB39B RAB3A RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABGEF1 RGP1 RIC1 RIN1 RIN2 RIN3 RINL SBF1 SBF2 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 ULK1 YWHAE REACTOME_RAB_GERANYLGERANYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAB_GERANYLGERANYLATION CHM CHML PTP4A2 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB15 RAB17 RAB18 RAB19 RAB1A RAB1B RAB20 RAB21 RAB22A RAB23 RAB24 RAB25 RAB26 RAB27A RAB27B RAB29 RAB2A RAB2B RAB30 RAB31 RAB32 RAB33A RAB33B RAB34 RAB35 RAB36 RAB37 RAB38 RAB39A RAB39B RAB3A RAB3B RAB3C RAB3D RAB40A RAB40B RAB40C RAB41 RAB42 RAB43 RAB44 RAB4A RAB4B RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABGGTA RABGGTB REACTOME_RAB_REGULATION_OF_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAB_REGULATION_OF_TRAFFICKING AKT1 AKT2 AKT3 ALS2 ALS2CL ANKRD27 ARF6 CCZ1 CCZ1B CHM CHML DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B GABARAP GABARAPL2 GAPVD1 GDI1 GDI2 GGA1 GGA2 GGA3 HPS1 HPS4 MADD MAP1LC3B MON1A MON1B OPTN RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB21 RAB27A RAB27B RAB31 RAB32 RAB33A RAB33B RAB35 RAB38 RAB39A RAB39B RAB3A RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB4A RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABGAP1 RABGEF1 RGP1 RIC1 RIN1 RIN2 RIN3 RINL SBF1 SBF2 SYTL1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D24 TBC1D25 TBC1D3 TBC1D7 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TSC1 TSC2 ULK1 YWHAE REACTOME_RAC1_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAC1_GTPASE_CYCLE ABI1 ABI2 ABL2 ABR ALS2 AMIGO2 ARAP1 ARAP2 ARAP3 ARHGAP1 ARHGAP10 ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP9 ARHGDIA ARHGDIB ARHGEF10 ARHGEF11 ARHGEF15 ARHGEF18 ARHGEF19 ARHGEF25 ARHGEF39 ARHGEF4 ARHGEF5 ARHGEF6 ARHGEF7 BAIAP2 BAIAP2L1 BCR BRK1 CAV1 CDC42 CDC42BPA CDC42EP1 CDC42EP4 CHN1 CHN2 CIT CYBA CYBB CYFIP1 CYFIP2 DEF6 DEPDC1B DIAPH3 DLC1 DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 ECT2 EMD EPHA2 ERBIN ESYT1 FAM13A FAM13B FARP1 FARP2 FERMT2 FGD5 FMNL1 GARRE1 GIT1 GIT2 GMIP GNA13 IQGAP1 IQGAP2 IQGAP3 ITGB1 JAG1 KALRN KTN1 LAMTOR1 LBR LEMD3 MCAM MCF2 MCF2L MPP7 MYO9B NCF1 NCF2 NCF4 NCKAP1 NCKAP1L NGEF NHS NISCH NOX1 NOX3 NOXA1 NOXO1 OPHN1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD6A PIK3CA PIK3R1 PIK3R2 PIK3R3 PKN1 PKN2 PLD1 PLD2 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG6 PREX1 PREX2 RAB7A RAC1 RACGAP1 RALBP1 RASGRF2 SH3BP1 SLC1A5 SNAP23 SOS1 SOS2 SPATA13 SRGAP1 SRGAP2 SRGAP3 SWAP70 SYDE2 TAGAP TAOK3 TFRC TIAM1 TIAM2 TMPO TRIO VAMP3 VANGL1 VAV1 VAV2 VAV3 VRK2 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 YKT6 REACTOME_RAC2_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAC2_GTPASE_CYCLE ABI1 ABI2 ABR ANKLE2 ARHGAP1 ARHGAP17 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP42 ARHGDIA ARMCX3 BAIAP2L1 BCR BRK1 CAV1 CDC42 CDC42EP1 CDC42EP4 CYBA CYBB CYFIP1 DEF6 DEPDC1B DIAPH3 DOCK1 DOCK10 DOCK2 DOCK3 DOCK4 DSG2 EMD EPHA2 ERBIN ESYT1 GARRE1 GIT1 GIT2 IQGAP1 ITGB1 LAMTOR1 LBR LEMD3 LMAN1 MCAM MCF2 MPP7 MTX1 NCF1 NCF2 NCF4 NCKAP1 NCKAP1L NHS OPHN1 PAK1 PAK2 PAK4 PGRMC2 PIK3CA PIK3R1 PIK3R2 PIK3R3 PLD2 PREX1 RAB7A RAC2 RACGAP1 SAMM50 SLITRK5 STBD1 SWAP70 SYDE1 TAOK3 TFRC TIAM1 TMPO TRIO VAMP3 VANGL1 VAPB VAV1 VAV2 VAV3 VRK2 WASF2 REACTOME_RAC3_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAC3_GTPASE_CYCLE ABI1 ABI2 ABL2 ABR AMIGO2 ARAP2 ARAP3 ARHGAP1 ARHGAP15 ARHGAP17 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP42 ARHGAP5 ARHGAP6 ARHGDIB BAIAP2 BAIAP2L1 BCR BRK1 CAV1 CDC42 CDC42EP1 CYBA CYBB CYFIP1 DEPDC1B DIAPH3 DOCK10 DSG2 EMD EPHA2 ERBIN ESYT1 FERMT2 GARRE1 GIT1 GIT2 IL32 ITGB1 JAG1 LAMTOR1 LBR LEMD3 LMAN1 MCAM MCF2 MPP7 NCF1 NCF2 NCF4 NCKAP1 NCKAP1L NHS NOX1 NOX3 NOXA1 NOXO1 OCRL OPHN1 PAK1 PAK2 PAK4 PGRMC2 PIK3R1 PIK3R2 PREX1 RAB7A RAC3 RACGAP1 RAPGEF1 SLC1A5 SLITRK3 SLITRK5 SNAP23 SRGAP2 STBD1 SWAP70 SYDE1 TAOK3 TFRC TIAM1 TMPO TRIO VAMP3 VANGL1 VAV2 VRK2 WASF1 WASF2 YKT6 REACTOME_RAF_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAF_ACTIVATION ARAF BRAF BRAP CALM1 CAMK2A CAMK2B CAMK2D CAMK2G HRAS JAK2 KRAS KSR1 MAP2K1 MAP2K2 MAP3K11 MARK3 MRAS NRAS PHB1 PPP1CB PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RAF1 SHOC2 SRC YWHAB REACTOME_RAF_INDEPENDENT_MAPK1_3_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAF_INDEPENDENT_MAPK1_3_ACTIVATION CDK1 DUSP1 DUSP10 DUSP16 DUSP2 DUSP4 DUSP5 DUSP6 DUSP7 DUSP8 DUSP9 IL6 IL6R IL6ST JAK1 JAK2 MAP2K1 MAP2K2 MAPK1 MAPK3 PEA15 PTPN11 TYK2 REACTOME_RAP1_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAP1_SIGNALLING PRKACA PRKACB PRKACG PRKG1 RAF1 RAP1A RAP1B RAP1GAP RAP1GAP2 RAPGEF3 RAPGEF4 RASGRP1 RASGRP2 SIPA1 YWHAB YWHAZ REACTOME_RAS_ACTIVATION_UPON_CA2_INFLUX_THROUGH_NMDA_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAS_ACTIVATION_UPON_CA2_INFLUX_THROUGH_NMDA_RECEPTOR ACTN2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G DLG1 DLG2 DLG3 DLG4 GRIN1 GRIN2B GRIN2D HRAS KRAS LRRC7 NEFL NRAS RASGRF1 RASGRF2 REACTOME_RAS_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAS_PROCESSING ABHD17A ABHD17B ABHD17C ARL2 BCL2L1 CALM1 FNTA FNTB GOLGA7 HRAS ICMT KRAS LYPLA1 NRAS PDE6D PRKCQ PRKG2 RCE1 RPS27A UBA52 UBB UBC USP17L2 ZDHHC9 REACTOME_RAS_SIGNALING_DOWNSTREAM_OF_NF1_LOSS_OF_FUNCTION_VARIANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RAS_SIGNALING_DOWNSTREAM_OF_NF1_LOSS_OF_FUNCTION_VARIANTS HRAS KRAS NF1 NRAS SPRED1 SPRED2 SPRED3 REACTOME_RA_BIOSYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RA_BIOSYNTHESIS_PATHWAY ADH1A ADH1C ADH4 AKR1C3 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 CRABP1 CYP26A1 CYP26B1 CYP26C1 DHRS3 DHRS4 DHRS9 RDH10 RDH11 RDH13 RDH14 RDH16 RDH5 SDR16C5 REACTOME_REACTIONS_SPECIFIC_TO_THE_COMPLEX_N_GLYCAN_SYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REACTIONS_SPECIFIC_TO_THE_COMPLEX_N_GLYCAN_SYNTHESIS_PATHWAY CGA CHST10 CHST8 FUCA1 FUT3 FUT8 LHB MAN2A1 MAN2A2 MGAT2 REACTOME_RECEPTOR_MEDIATED_MITOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECEPTOR_MEDIATED_MITOPHAGY ATG12 ATG5 CSNK2A1 CSNK2A2 CSNK2B FUNDC1 MAP1LC3A MAP1LC3B PGAM5 SRC ULK1 REACTOME_RECEPTOR_TYPE_TYROSINE_PROTEIN_PHOSPHATASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECEPTOR_TYPE_TYROSINE_PROTEIN_PHOSPHATASES IL1RAP IL1RAPL1 IL1RAPL2 LRRC4B NTRK3 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPFIBP1 PPFIBP2 PTPRD PTPRF PTPRS SLITRK1 SLITRK2 SLITRK3 SLITRK4 SLITRK5 SLITRK6 REACTOME_RECOGNITION_AND_ASSOCIATION_OF_DNA_GLYCOSYLASE_WITH_SITE_CONTAINING_AN_AFFECTED_PURINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECOGNITION_AND_ASSOCIATION_OF_DNA_GLYCOSYLASE_WITH_SITE_CONTAINING_AN_AFFECTED_PURINE ACD H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MPG MUTYH NEIL3 OGG1 POT1 TERF1 TERF2 TERF2IP TINF2 REACTOME_RECOGNITION_OF_DNA_DAMAGE_BY_PCNA_CONTAINING_REPLICATION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECOGNITION_OF_DNA_DAMAGE_BY_PCNA_CONTAINING_REPLICATION_COMPLEX CUL4A CUL4B DDB1 DTL PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RAD18 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A UBA52 UBB UBC UBE2B USP1 WDR48 REACTOME_RECRUITMENT_OF_MITOTIC_CENTROSOME_PROTEINS_AND_COMPLEXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECRUITMENT_OF_MITOTIC_CENTROSOME_PROTEINS_AND_COMPLEXES ACTR1A AKAP9 ALMS1 CCP110 CDK1 CDK11A CDK11B CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSP90AA1 MAPRE1 MZT1 MZT2A MZT2B NDE1 NEDD1 NEK2 NINL NME7 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP2R1A PRKACA PRKAR2B SDCCAG8 SFI1 SSNA1 TUBA1A TUBA4A TUBB TUBB4A TUBB4B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 YWHAE YWHAG REACTOME_RECRUITMENT_OF_NUMA_TO_MITOTIC_CENTROSOMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECRUITMENT_OF_NUMA_TO_MITOTIC_CENTROSOMES ACTR1A AKAP9 ALMS1 CCP110 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSP90AA1 MAPRE1 MZT1 MZT2A MZT2B NDE1 NEDD1 NEK2 NINL NME7 NUMA1 ODF2 OFD1 PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP2R1A PRKACA PRKAR2B SDCCAG8 SFI1 SSNA1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUBG1 TUBG2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 YWHAE YWHAG REACTOME_RECYCLING_OF_BILE_ACIDS_AND_SALTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECYCLING_OF_BILE_ACIDS_AND_SALTS ABCB11 ABCC3 ALB BAAT FABP6 NCOA1 NCOA2 NR1H4 RXRA SLC10A1 SLC10A2 SLC27A5 SLC51A SLC51B SLCO1A2 SLCO1B1 SLCO1B3 STARD5 REACTOME_RECYCLING_OF_EIF2_GDP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECYCLING_OF_EIF2_GDP EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 REACTOME_RECYCLING_PATHWAY_OF_L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RECYCLING_PATHWAY_OF_L1 ACTB ACTG1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CLTA CLTC DNM1 DNM2 DNM3 DPYSL2 EZR KIF4A KIF4B L1CAM MAPK1 MSN NUMB RDX RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 SH3GL2 SHTN1 SRC TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_REDUCTION_OF_CYTOSOLIC_CA_LEVELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REDUCTION_OF_CYTOSOLIC_CA_LEVELS ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 CALM1 SLC8A1 SLC8A2 SLC8A3 SRI REACTOME_REELIN_SIGNALLING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REELIN_SIGNALLING_PATHWAY DAB1 FYN RELN SH3KBP1 VLDLR REACTOME_REGULATED_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATED_NECROSIS BAK1 BAX BIRC2 BIRC3 CASP1 CASP3 CASP4 CASP5 CASP8 CDC37 CFLAR CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CYCS ELANE FADD FAS FASLG FLOT1 FLOT2 GSDMD GSDME GZMB HMGB1 HSP90AA1 IL18 IL1A IL1B IRF1 IRF2 ITCH MLKL OGT PDCD6IP PELI1 PRKN RIPK1 RIPK3 RPS27A SDCBP STUB1 TNFRSF10A TNFRSF10B TNFSF10 TP53 TP63 TRADD TRAF2 UBA52 UBB UBC UBE2L3 XIAP REACTOME_REGULATED_PROTEOLYSIS_OF_P75NTR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATED_PROTEOLYSIS_OF_P75NTR ADAM17 APH1A APH1B NCSTN NFKB1 NGFR PSEN1 PSEN2 PSENEN RELA TRAF6 REACTOME_REGULATION_BY_C_FLIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_BY_C_FLIP CASP8 CFLAR FADD FAS FASLG RIPK1 TNFRSF10A TNFRSF10B TNFSF10 TRADD TRAF2 REACTOME_REGULATION_OF_BACH1_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_BACH1_ACTIVITY BACH1 CUL1 FBXL17 MAFK RBX1 RPS27A SKP1 SKP2 UBA52 UBB UBC REACTOME_REGULATION_OF_BETA_CELL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_BETA_CELL_DEVELOPMENT AKT1 AKT2 AKT3 CREBBP EP300 FGF10 FOXA2 FOXA3 FOXO1 GCK HES1 HNF1A HNF1B HNF4A HNF4G IAPP INS INSM1 KAT2A KAT2B MAFA MAML1 MAML2 MAML3 MAMLD1 NEUROD1 NEUROG3 NKX2-2 NKX6-1 NOTCH1 NR5A2 ONECUT1 ONECUT3 PAX4 PAX6 PDX1 PKLR PTF1A RBPJ RFX6 SLC2A2 SNW1 REACTOME_REGULATION_OF_CDH11_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CDH11_FUNCTION ADAM19 ADAM33 AMOT ANGPTL4 CDH11 CDH24 CDH8 CTNNA1 CTNNB1 CTNND1 JUP REACTOME_REGULATION_OF_CDH11_GENE_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CDH11_GENE_TRANSCRIPTION BHLHE22 CDH11 FOXF1 HEYL HOXC8 ILF3 PRDM8 SNAI1 SP1 ZEB2 REACTOME_REGULATION_OF_CDH11_MRNA_TRANSLATION_BY_MICRORNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CDH11_MRNA_TRANSLATION_BY_MICRORNAS AGO1 AGO2 AGO3 AGO4 CDH11 MIR200C MOV10 TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_CDH19_EXPRESSION_AND_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CDH19_EXPRESSION_AND_FUNCTION CDH19 CTNNA1 CTNNB1 CTNND1 JUP SOX10 ZC3H12A REACTOME_REGULATION_OF_CHOLESTEROL_BIOSYNTHESIS_BY_SREBP_SREBF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CHOLESTEROL_BIOSYNTHESIS_BY_SREBP_SREBF ACACA ACACB CARM1 CHD9 CREBBP CYP51A1 DHCR7 ELOVL6 FASN FDFT1 FDPS GGPS1 GPAM HELZ2 HMGCR HMGCS1 IDI1 INSIG1 INSIG2 KPNB1 LSS MBTPS1 MBTPS2 MED1 MTF1 MVD MVK NCOA1 NCOA2 NCOA6 NFYA NFYB NFYC PMVK PPARA RAN RXRA SAR1B SC5D SCAP SCD SEC23A SEC24A SEC24B SEC24C SEC24D SMARCD3 SP1 SQLE SREBF1 SREBF2 TBL1X TBL1XR1 TGS1 TM7SF2 REACTOME_REGULATION_OF_COMMISSURAL_AXON_PATHFINDING_BY_SLIT_AND_ROBO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_COMMISSURAL_AXON_PATHFINDING_BY_SLIT_AND_ROBO DCC NELL2 NTN1 ROBO1 ROBO2 ROBO3 SLIT1 SLIT2 SLIT3 SRC REACTOME_REGULATION_OF_CYTOSKELETAL_REMODELING_AND_CELL_SPREADING_BY_IPP_COMPLEX_COMPONENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_CYTOSKELETAL_REMODELING_AND_CELL_SPREADING_BY_IPP_COMPLEX_COMPONENTS ACTN1 ARHGEF6 LIMS1 PARVA PARVB PXN RSU1 TESK1 REACTOME_REGULATION_OF_ENDOGENOUS_RETROELEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_ENDOGENOUS_RETROELEMENTS ACTB ACTL6A ARID1A ARID1B ATF7IP BCL7A BCL7B BCL7C C19orf84 CBX5 CHD3 CHD4 DNMT3A DNMT3L DPF1 DPF2 DPF3 EHMT1 EHMT2 GATAD2A GATAD2B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 MBD3 MORC2 MPHOSPH8 MTA1 MTA2 MTA3 MTREX PIWIL4 PPHLN1 RBBP4 RBBP7 RBM7 SETDB1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SPOCD1 SS18 SS18L1 SUMO2 TASOR TRIM28 UBE2I ZCCHC8 ZNF136 ZNF141 ZNF224 ZNF257 ZNF264 ZNF273 ZNF28 ZNF30 ZNF317 ZNF320 ZNF324 ZNF331 ZNF33A ZNF354A ZNF382 ZNF418 ZNF425 ZNF454 ZNF519 ZNF534 ZNF547 ZNF610 ZNF649 ZNF669 ZNF680 ZNF708 ZNF765 ZNF778 ZNF816 ZNF93 REACTOME_REGULATION_OF_ENDOGENOUS_RETROELEMENTS_BY_KRAB_ZFP_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_ENDOGENOUS_RETROELEMENTS_BY_KRAB_ZFP_PROTEINS ATF7IP CBX5 CHD3 CHD4 GATAD2A GATAD2B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 MBD3 MTA1 MTA2 MTA3 RBBP4 RBBP7 SETDB1 SUMO2 TRIM28 UBE2I ZNF136 ZNF141 ZNF224 ZNF257 ZNF264 ZNF273 ZNF28 ZNF30 ZNF317 ZNF320 ZNF324 ZNF331 ZNF33A ZNF354A ZNF382 ZNF418 ZNF425 ZNF454 ZNF519 ZNF534 ZNF547 ZNF610 ZNF649 ZNF669 ZNF680 ZNF708 ZNF765 ZNF778 ZNF816 ZNF93 REACTOME_REGULATION_OF_ENDOGENOUS_RETROELEMENTS_BY_PIWI_INTERACTING_RNAS_PIRNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_ENDOGENOUS_RETROELEMENTS_BY_PIWI_INTERACTING_RNAS_PIRNAS ACTB ACTL6A ARID1A ARID1B BCL7A BCL7B BCL7C C19orf84 CHD3 CHD4 DNMT3A DNMT3L DPF1 DPF2 DPF3 GATAD2A GATAD2B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 MBD3 MTA1 MTA2 MTA3 PIWIL4 RBBP4 RBBP7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SPOCD1 SS18 SS18L1 REACTOME_REGULATION_OF_ENDOGENOUS_RETROELEMENTS_BY_THE_HUMAN_SILENCING_HUB_HUSH_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_ENDOGENOUS_RETROELEMENTS_BY_THE_HUMAN_SILENCING_HUB_HUSH_COMPLEX ATF7IP EHMT1 EHMT2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MORC2 MPHOSPH8 MTREX PPHLN1 RBM7 SETDB1 TASOR ZCCHC8 REACTOME_REGULATION_OF_EXPRESSION_OF_SLITS_AND_ROBOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_EXPRESSION_OF_SLITS_AND_ROBOS CASC3 COL4A5 CUL2 DAG1 EIF4A3 EIF4G1 ELOB ELOC ETF1 FAU GSPT1 GSPT2 HOXA2 ISL1 LDB1 LHX2 LHX3 LHX4 LHX9 MAGOH MAGOHB MSI1 NCBP1 NCBP2 PABPC1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBM8A RBX1 RNPS1 ROBO1 ROBO2 ROBO3 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SEM1 SLIT1 SLIT2 UBA52 UBB UBC UPF2 UPF3A UPF3B USP33 ZSWIM8 REACTOME_REGULATION_OF_FOXO_TRANSCRIPTIONAL_ACTIVITY_BY_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_FOXO_TRANSCRIPTIONAL_ACTIVITY_BY_ACETYLATION CREBBP EP300 FOXO1 FOXO3 FOXO4 KAT2B SIRT1 SIRT3 TXN TXNIP REACTOME_REGULATION_OF_FZD_BY_UBIQUITINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_FZD_BY_UBIQUITINATION FZD4 FZD5 FZD6 FZD8 LGR4 LGR5 LGR6 LRP5 LRP6 RNF43 RPS27A RSPO1 RSPO2 RSPO3 RSPO4 UBA52 UBB UBC USP8 WNT3A ZNRF3 REACTOME_REGULATION_OF_GENE_EXPRESSION_BY_HYPOXIA_INDUCIBLE_FACTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_BY_HYPOXIA_INDUCIBLE_FACTOR ARNT CA9 CITED2 CREBBP EP300 EPAS1 EPO HIF1A HIF3A HIGD1A VEGFA REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_BETA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_BETA_CELLS AKT1 AKT2 AKT3 FOXA2 FOXA3 FOXO1 GCK HNF1A HNF4A HNF4G IAPP INS MAFA NEUROD1 NKX2-2 NKX6-1 PAX6 PDX1 PKLR RFX6 SLC2A2 REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_EARLY_PANCREATIC_PRECURSOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_EARLY_PANCREATIC_PRECURSOR_CELLS FGF10 HNF1B NKX6-1 NR5A2 ONECUT1 ONECUT3 PDX1 PTF1A REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_ENDOCRINE_COMMITTED_NEUROG3_PROGENITOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_ENDOCRINE_COMMITTED_NEUROG3_PROGENITOR_CELLS INSM1 NEUROD1 NEUROG3 NKX2-2 PAX4 REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_LATE_STAGE_BRANCHING_MORPHOGENESIS_PANCREATIC_BUD_PRECURSOR_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GENE_EXPRESSION_IN_LATE_STAGE_BRANCHING_MORPHOGENESIS_PANCREATIC_BUD_PRECURSOR_CELLS CREBBP EP300 HES1 HNF1B KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NEUROG3 NOTCH1 ONECUT1 ONECUT3 RBPJ SNW1 REACTOME_REGULATION_OF_GLUCOKINASE_BY_GLUCOKINASE_REGULATORY_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GLUCOKINASE_BY_GLUCOKINASE_REGULATORY_PROTEIN AAAS GCK GCKR NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L TPR REACTOME_REGULATION_OF_GLYCOLYSIS_BY_FRUCTOSE_2_6_BISPHOSPHATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_GLYCOLYSIS_BY_FRUCTOSE_2_6_BISPHOSPHATE_METABOLISM PFKFB1 PFKFB2 PFKFB3 PFKFB4 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKACA PRKACB PRKACG REACTOME_REGULATION_OF_HMOX1_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_HMOX1_EXPRESSION_AND_ACTIVITY BACH1 HM13 HMOX1 MAFK NFE2L2 REACTOME_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_HOMOTYPIC_CELL_CELL_ADHESION ADAM19 ADAM33 AGO1 AGO2 AGO3 AGO4 AMOT ANGPTL4 BHLHE22 CDH11 CDH19 CDH24 CDH8 CTNNA1 CTNNB1 CTNND1 FOXF1 HEYL HOXC8 ILF3 JUP MIR200C MOV10 PRDM8 SNAI1 SOX10 SP1 TNRC6A TNRC6B TNRC6C ZC3H12A ZEB2 REACTOME_REGULATION_OF_HSF1_MEDIATED_HEAT_SHOCK_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_HSF1_MEDIATED_HEAT_SHOCK_RESPONSE AAAS ATM ATR BAG1 BAG2 BAG3 BAG4 BAG5 CCAR2 COL4A6 CRYBA4 DEDD2 DNAJB1 DNAJB6 DNAJC2 DNAJC7 FKBP4 GML GSK3B HIKESHI HSF1 HSPA12A HSPA12B HSPA13 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA4L HSPA5 HSPA6 HSPA8 HSPA9 HSPB1 HSPB2 HSPH1 MAPK1 MAPK3 MAPKAPK2 MRPL18 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 RLN1 RPA1 RPA2 RPA3 RPS19BP1 SEC13 SEH1L SERPINH1 SIRT1 ST13 TNFRSF21 TPR UBB YWHAE REACTOME_REGULATION_OF_IFNA_IFNB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_IFNA_IFNB_SIGNALING IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 JAK1 PTPN1 PTPN11 PTPN6 SOCS1 SOCS3 STAT1 STAT2 TYK2 USP18 REACTOME_REGULATION_OF_IFNG_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_IFNG_SIGNALING IFNG IFNGR1 IFNGR2 JAK1 JAK2 PIAS1 PTPN1 PTPN11 PTPN2 PTPN6 SOCS1 SOCS3 STAT1 SUMO1 REACTOME_REGULATION_OF_INNATE_IMMUNE_RESPONSES_TO_CYTOSOLIC_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_INNATE_IMMUNE_RESPONSES_TO_CYTOSOLIC_DNA DDX41 DTX4 IRF3 NLRP4 RPS27A STING1 TBK1 TREX1 TRIM21 TRIM32 TRIM56 UBA52 UBB UBC ZBP1 REACTOME_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_IGF_TRANSPORT_AND_UPTAKE_BY_INSULIN_LIKE_GROWTH_FACTOR_BINDING_PROTEINS_IGFBPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_INSULIN_LIKE_GROWTH_FACTOR_IGF_TRANSPORT_AND_UPTAKE_BY_INSULIN_LIKE_GROWTH_FACTOR_BINDING_PROTEINS_IGFBPS ADAM10 AFP AHSG ALB AMBN AMELX AMTN ANO8 APLP2 APOA1 APOA2 APOA5 APOB APOE APOL1 APP BMP15 BMP4 BPIFB2 C3 C4A CALU CCN1 CDH2 CHGB CHRDL1 CKAP4 CP CSF1 CST3 CTSG DMP1 DNAJC3 ENAM EVA1A F2 F5 FAM20A FAM20C FBN1 FGA FGF23 FGG FN1 FSTL1 FSTL3 FUCA2 GAS6 GOLM1 GPC3 GZMH HRC HSP90B1 IGF1 IGF2 IGFALS IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IGFBP7 IL6 ITIH2 KLK1 KLK13 KLK2 KLK3 KNG1 KTN1 LAMB1 LAMB2 LAMC1 LGALS1 LTBP1 MATN3 MBTPS1 MELTF MEN1 MEPE MFGE8 MGAT4A MIA3 MMP1 MMP2 MSLN MXRA8 NOTUM NUCB1 P4HB PAPPA PAPPA2 PCSK9 PDIA6 PENK PLG PNPLA2 PRKCSH PROC PRSS23 QSOX1 RCN1 SCG2 SCG3 SDC2 SERPINA1 SERPINA10 SERPINC1 SERPIND1 SHISA5 SPARCL1 SPP1 SPP2 STC2 TF TGOLN2 TIMP1 TMEM132A TNC VCAN VGF VWA1 WFS1 REACTOME_REGULATION_OF_INSULIN_SECRETION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_INSULIN_SECRETION ABCC8 ACSL3 ACSL4 ADCY5 ADCY6 ADCY8 ADRA2A ADRA2C AHCYL1 AKAP5 CACNA1A CACNA1C CACNA1D CACNA1E CACNA2D2 CACNB2 CACNB3 CD36 CHRM3 FFAR1 GCG GLP1R GNA11 GNA14 GNA15 GNAI1 GNAI2 GNAQ GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 INS IQGAP1 ITPR1 ITPR2 ITPR3 KCNB1 KCNC2 KCNG2 KCNJ11 KCNS3 MARCKS PLCB1 PLCB2 PLCB3 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA RAP1A RAPGEF3 RAPGEF4 SLC2A1 SLC2A2 SNAP25 STX1A STXBP1 SYT5 VAMP2 REACTOME_REGULATION_OF_KIT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_KIT_SIGNALING CBL FYN GRB2 KIT KITLG LCK LYN PRKCA PTPN6 SH2B2 SH2B3 SOCS1 SOCS6 SOS1 SRC YES1 REACTOME_REGULATION_OF_LIPID_METABOLISM_BY_PPARALPHA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_LIPID_METABOLISM_BY_PPARALPHA ABCA1 ABCB4 ACADM ACOX1 ACSL1 AGT AHR ALAS1 ANGPTL4 ANKRD1 APOA1 APOA2 APOA5 ARNT ARNT2 BMAL1 CARM1 CCNC CD36 CDK19 CDK8 CHD9 CLOCK CPT1A CPT2 CREBBP CYP1A1 CYP4A11 CYP7A1 EP300 ESRRA FABP1 FADS1 FAM120B FDFT1 FHL2 G0S2 GLIPR1 GPS2 GRHL1 HDAC3 HELZ2 HMGCR HMGCS1 HMGCS2 ME1 MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MTF1 NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NFYA NFYB NFYC NPAS2 NR1D1 NR1H2 NR1H3 NR1H4 NRF1 PEX11A PLIN2 PPARA PPARG PPARGC1A PPARGC1B RGL1 RORA RXRA RXRB SIN3A SIN3B SLC27A1 SMARCD3 SP1 SREBF1 SREBF2 SULT2A1 TBL1X TBL1XR1 TGS1 THRAP3 TIAM2 TNFRSF21 TRIB3 TXNRD1 UGT1A9 REACTOME_REGULATION_OF_LOCALIZATION_OF_FOXO_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_LOCALIZATION_OF_FOXO_TRANSCRIPTION_FACTORS AKT1 AKT2 AKT3 FOXO1 FOXO3 FOXO4 FOXO6 SFN YWHAB YWHAG YWHAQ YWHAZ REACTOME_REGULATION_OF_MECP2_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_MECP2_EXPRESSION_AND_ACTIVITY AGO1 AGO2 AGO3 AGO4 AURKB CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 FOXG1 GPS2 HDAC1 HDAC2 HDAC3 HIPK2 HTT LBR MECP2 MIR132 MOV10 NCOR1 NCOR2 PRKACA SIN3A TBL1X TBL1XR1 TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_MITF_M_DEPENDENT_GENES_INVOLVED_IN_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_MITF_M_DEPENDENT_GENES_INVOLVED_IN_APOPTOSIS AGO1 AGO2 AGO3 AGO4 BCL2 BCL2A1 BIRC7 DICER1 HDAC1 HINT1 MIR211 MITF MOV10 POU3F2 SIN3A TNRC6A TNRC6B TNRC6C TRPM1 REACTOME_REGULATION_OF_MITF_M_DEPENDENT_GENES_INVOLVED_IN_CELL_CYCLE_AND_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_MITF_M_DEPENDENT_GENES_INVOLVED_IN_CELL_CYCLE_AND_PROLIFERATION CCNB1 CCND1 CDK2 CDKN1A CDKN2A CTNNB1 HDAC1 HINT1 LEF1 MET MITF PLK1 SIN3A TBX2 TCF7 TCF7L1 TCF7L2 REACTOME_REGULATION_OF_MITF_M_DEPENDENT_GENES_INVOLVED_IN_LYSOSOME_BIOGENESIS_AND_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_MITF_M_DEPENDENT_GENES_INVOLVED_IN_LYSOSOME_BIOGENESIS_AND_AUTOPHAGY ASAH1 ATP6AP2 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B2 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H MITF REACTOME_REGULATION_OF_MITF_M_DEPENDENT_GENES_INVOLVED_IN_PIGMENTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_MITF_M_DEPENDENT_GENES_INVOLVED_IN_PIGMENTATION ACTB ACTL6A AKT2 ARID1A ARID1B BCL7A BCL7B BCL7C CREB1 CTNNB1 DCT DPF1 DPF2 DPF3 GPR143 IRF4 LEF1 MAPK14 MITF MLANA MLPH MYO5A MYRIP PMEL RAB27A SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOX10 SS18 SS18L1 SYTL2 TFAP2A TYR TYRP1 USF1 REACTOME_REGULATION_OF_MRNA_STABILITY_BY_PROTEINS_THAT_BIND_AU_RICH_ELEMENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_MRNA_STABILITY_BY_PROTEINS_THAT_BIND_AU_RICH_ELEMENTS AKT1 ANP32A DCP1A DCP2 DIS3 EIF4G1 ELAVL1 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 HNRNPD HSPA1A HSPA8 HSPB1 KHSRP MAPK11 MAPK14 MAPKAPK2 NUP214 PABPC1 PARN PRKCA PRKCD PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 SET TNFSF13 TNPO1 UBA52 UBB UBC XPO1 XRN1 YWHAB YWHAZ ZFP36 ZFP36L1 REACTOME_REGULATION_OF_NFE2L2_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NFE2L2_GENE_EXPRESSION CREBBP EP300 MAFK MYC NFE2L2 NFKB1 NOTCH1 RELA REACTOME_REGULATION_OF_NF_KAPPA_B_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NF_KAPPA_B_SIGNALING CASP8 CHUK IKBIP IKBKB IKBKG LRRC14 N4BP1 NLRC5 NLRX1 RPS27A TP53 TRAF2 TRAF6 UBA52 UBB UBC USP14 USP18 REACTOME_REGULATION_OF_NPAS4_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NPAS4_GENE_EXPRESSION AGO1 AGO2 AGO3 AGO4 KCNIP3 MOV10 NPAS4 NR3C1 REST SRF TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_NPAS4_GENE_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NPAS4_GENE_TRANSCRIPTION KCNIP3 NPAS4 NR3C1 REST SRF REACTOME_REGULATION_OF_NPAS4_MRNA_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_NPAS4_MRNA_TRANSLATION AGO1 AGO2 AGO3 AGO4 MOV10 NPAS4 TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_PLK1_ACTIVITY_AT_G2_M_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PLK1_ACTIVITY_AT_G2_M_TRANSITION ACTR1A AJUBA AKAP9 ALMS1 AURKA BORA BTRC CCNB1 CCNB2 CCP110 CDK1 CDK5RAP2 CENPJ CEP131 CEP135 CEP152 CEP164 CEP192 CEP250 CEP290 CEP41 CEP43 CEP57 CEP63 CEP70 CEP72 CEP76 CEP78 CETN2 CKAP5 CLASP1 CNTRL CSNK1D CSNK1E CUL1 DCTN1 DCTN2 DCTN3 DYNC1H1 DYNC1I2 DYNLL1 FBXW11 HAUS1 HAUS2 HAUS3 HAUS4 HAUS5 HAUS6 HAUS7 HAUS8 HSP90AA1 MAPRE1 NDE1 NEDD1 NEK2 NINL ODF2 OFD1 OPTN PAFAH1B1 PCM1 PCNT PLK1 PLK4 PPP1CB PPP1R12A PPP1R12B PPP2R1A PRKACA PRKAR2B RAB8A RPS27A SDCCAG8 SFI1 SKP1 SSNA1 TUBA1A TUBA4A TUBB TUBB4A TUBB4B TUBG1 UBA52 UBB UBC YWHAE YWHAG REACTOME_REGULATION_OF_PTEN_GENE_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PTEN_GENE_TRANSCRIPTION ATF2 ATN1 BMI1 CBX2 CBX4 CBX6 CBX8 CHD3 CHD4 EED EGR1 EZH2 GATAD2A GATAD2B HDAC1 HDAC2 HDAC3 HDAC5 HDAC7 JUN KDM1A LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MAF1 MAPK1 MAPK3 MBD3 MECOM MLST8 MTA1 MTA2 MTA3 MTOR NR2E1 PHC1 PHC2 PHC3 PPARG PTEN RBBP4 RBBP7 RCOR1 REST RHEB RING1 RNF2 RPTOR RRAGA RRAGB RRAGC RRAGD SALL4 SCMH1 SLC38A9 SNAI1 SNAI2 SUZ12 TP53 REACTOME_REGULATION_OF_PTEN_LOCALIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PTEN_LOCALIZATION NEDD4 PML PTEN RPS27A UBA52 UBB UBC USP7 XIAP REACTOME_REGULATION_OF_PTEN_MRNA_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PTEN_MRNA_TRANSLATION AGO1 AGO2 AGO3 AGO4 MOV10 PTEN TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_PTEN_STABILITY_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PTEN_STABILITY_AND_ACTIVITY AKT1 AKT2 AKT3 CSNK2A1 CSNK2A2 CSNK2B FRK MKRN1 NEDD4 OTUD3 PREX2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN RNF146 RPS27A SEM1 STUB1 TNKS TNKS2 TRIM27 UBA52 UBB UBC USP13 WWP2 XIAP REACTOME_REGULATION_OF_PYRUVATE_DEHYDROGENASE_PDH_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PYRUVATE_DEHYDROGENASE_PDH_COMPLEX DLAT DLD GSTZ1 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR SIRT4 REACTOME_REGULATION_OF_PYRUVATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_PYRUVATE_METABOLISM ARMC8 DLAT DLD GID4 GID8 GSTZ1 LDHA MAEA ME1 MKLN1 NEK1 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDP1 PDP2 PDPR PGAM5 PKM RANBP9 RMND5A RMND5B RPS27A SIRT4 UBA52 UBB UBC WDR26 REACTOME_REGULATION_OF_RAS_BY_GAPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_RAS_BY_GAPS CUL3 DAB2IP HRAS KBTBD7 KRAS NF1 NRAS PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RASA1 RASA2 RASA3 RASA4 RASAL1 RASAL2 RASAL3 RBX1 RPS27A SEM1 SPRED1 SPRED2 SPRED3 SYNGAP1 UBA52 UBB UBC REACTOME_REGULATION_OF_RUNX1_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_RUNX1_EXPRESSION_AND_ACTIVITY AGO1 AGO2 AGO3 AGO4 CBFB CCND1 CCND2 CCND3 CDK6 MOV10 PML PTPN11 RUNX1 SRC TNRC6A TNRC6B TNRC6C REACTOME_REGULATION_OF_RUNX2_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_RUNX2_EXPRESSION_AND_ACTIVITY BMP2 CBFB CUL1 DLX5 DLX6 ESR1 ESRRA GSK3B HIVEP3 MSX2 NKX3-2 NR3C1 PPARGC1A PPARGC1B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A RUNX2 SEM1 SKP1 SKP2 SMURF1 STAT1 STUB1 TWIST1 UBA52 UBB UBC WWP1 REACTOME_REGULATION_OF_RUNX3_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_RUNX3_EXPRESSION_AND_ACTIVITY CBFB CDKN2A EP300 MDM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RPS27A RUNX3 SEM1 SMURF1 SMURF2 SRC TGFB1 UBA52 UBB UBC REACTOME_REGULATION_OF_SIGNALING_BY_CBL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_SIGNALING_BY_CBL BLNK CBL CRK CRKL FYN GRB2 HCK LYN PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RAPGEF1 RPS27A SYK UBA52 UBB UBC VAV1 YES1 REACTOME_REGULATION_OF_SIGNALING_BY_NODAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_SIGNALING_BY_NODAL ACVR1B ACVR1C ACVR2A ACVR2B CER1 CFC1 CRIPTO CRIPTO3 DAND5 LEFTY1 LEFTY2 NODAL REACTOME_REGULATION_OF_TBK1_IKK_IKBKE_MEDIATED_ACTIVATION_OF_IRF3_IRF7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TBK1_IKK_IKBKE_MEDIATED_ACTIVATION_OF_IRF3_IRF7 CD14 IKBKE LY96 OPTN RPS27A TANK TBK1 TICAM1 TICAM2 TLR4 TRAF3 UBA52 UBB UBC REACTOME_REGULATION_OF_TBK1_IKK_MEDIATED_ACTIVATION_OF_IRF3_IRF7_UPON_TLR3_LIGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TBK1_IKK_MEDIATED_ACTIVATION_OF_IRF3_IRF7_UPON_TLR3_LIGATION IKBKE OPTN RPS27A TANK TBK1 TICAM1 TLR3 TRAF3 UBA52 UBB UBC REACTOME_REGULATION_OF_TLR_BY_ENDOGENOUS_LIGAND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TLR_BY_ENDOGENOUS_LIGAND APOB CD14 CD36 FGA FGB FGG GSDMD GSDME HMGB1 LBP LY96 S100A1 S100A8 S100A9 SFTPA1 SFTPA2 SFTPD TLR1 TLR2 TLR4 TLR6 TLR7 REACTOME_REGULATION_OF_TP53_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY AKT1 AKT2 AKT3 ATM ATR ATRIP AURKA AURKB BANP BARD1 BLM BRCA1 BRD1 BRD7 BRIP1 BRPF1 BRPF3 CCNA1 CCNA2 CCNG1 CDK1 CDK2 CDK5 CDK5R1 CDKN2A CHD3 CHD4 CHEK1 CHEK2 CSNK2A1 CSNK2A2 CSNK2B DAXX DNA2 DYRK2 EHMT1 EHMT2 EP300 EXO1 GATAD2A GATAD2B HDAC1 HDAC2 HIPK1 HIPK2 HUS1 ING2 ING5 JMY KAT5 KAT6A KMT5A L3MBTL1 MAP2K6 MAPK11 MAPK14 MAPKAP1 MAPKAPK5 MBD3 MDM2 MDM4 MEAF6 MLST8 MRE11 MTA2 MTOR NBN NOC2L NUAK1 PDPK1 PHF20 PIN1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PLK3 PML POU4F1 POU4F2 PPP1R13B PPP1R13L PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5C PRDM1 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRMT5 PRR5 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP4 RBBP7 RBBP8 RFC2 RFC3 RFC4 RFC5 RFFL RHNO1 RICTOR RMI1 RMI2 RNF34 RPA1 RPA2 RPA3 RPS27A SETD9 SGK1 SMYD2 SSRP1 STK11 SUPT16H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TOP3A TOPBP1 TP53 TP53BP2 TP53INP1 TP53RK TP63 TP73 TPX2 TTC5 UBA52 UBB UBC USP2 USP7 WRN ZNF385A REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_ACETYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_ACETYLATION AKT1 AKT2 AKT3 BRD1 BRD7 BRPF1 BRPF3 CHD3 CHD4 EP300 GATAD2A GATAD2B HDAC1 HDAC2 ING2 ING5 KAT6A MAP2K6 MBD3 MEAF6 MTA2 PIN1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PML RBBP4 RBBP7 TP53 REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_ASSOCIATION_WITH_CO_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_ASSOCIATION_WITH_CO_FACTORS AKT1 AKT2 AKT3 BANP PHF20 POU4F1 POU4F2 PPP1R13B PPP1R13L TP53 TP53BP2 TP63 TP73 ZNF385A REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_METHYLATION ATM CHEK2 EHMT1 EHMT2 EP300 JMY KMT5A L3MBTL1 MDM2 MDM4 PRMT5 RPS27A SETD9 SMYD2 TP53 TTC5 UBA52 UBB UBC REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_ACTIVITY_THROUGH_PHOSPHORYLATION ATM ATR ATRIP AURKA AURKB BARD1 BLM BRCA1 BRIP1 CCNA1 CCNA2 CDK2 CDK5 CDK5R1 CHEK1 CHEK2 CSNK2A1 CSNK2A2 CSNK2B DNA2 DYRK2 EXO1 HIPK1 HIPK2 HUS1 KAT5 MAPK11 MAPK14 MAPKAPK5 MDM2 MDM4 MRE11 NBN NOC2L NUAK1 PIN1 PLK3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RAD1 RAD17 RAD50 RAD9A RAD9B RBBP8 RFC2 RFC3 RFC4 RFC5 RHNO1 RMI1 RMI2 RPA1 RPA2 RPA3 RPS27A SSRP1 STK11 SUPT16H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TOP3A TOPBP1 TP53 TP53INP1 TP53RK TPX2 UBA52 UBB UBC WRN REACTOME_REGULATION_OF_TP53_EXPRESSION_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REGULATION_OF_TP53_EXPRESSION_AND_DEGRADATION AKT1 AKT2 AKT3 ATM CCNA1 CCNA2 CCNG1 CDK1 CDK2 CDKN2A CHEK2 DAXX MAPKAP1 MDM2 MDM4 MLST8 MTOR PDPK1 PHF20 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5C PRDM1 PRR5 RFFL RICTOR RNF34 RPS27A SGK1 TP53 UBA52 UBB UBC USP2 USP7 REACTOME_RELAXIN_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RELAXIN_RECEPTORS INSL3 INSL5 RLN2 RLN3 RXFP1 RXFP2 RXFP3 RXFP4 REACTOME_RELEASE_OF_APOPTOTIC_FACTORS_FROM_THE_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RELEASE_OF_APOPTOTIC_FACTORS_FROM_THE_MITOCHONDRIA BAK1 BAX CYCS DIABLO GSDMD GSDME SEPTIN4 REACTOME_RELEASE_OF_HH_NP_FROM_THE_SECRETING_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RELEASE_OF_HH_NP_FROM_THE_SECRETING_CELL ADAM17 DHH DISP2 GPC5 IHH NOTUM SCUBE2 SHH REACTOME_REMOVAL_OF_AMINOTERMINAL_PROPEPTIDES_FROM_GAMMA_CARBOXYLATED_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REMOVAL_OF_AMINOTERMINAL_PROPEPTIDES_FROM_GAMMA_CARBOXYLATED_PROTEINS BGLAP F10 F2 F7 F9 FURIN GAS6 PROC PROS1 PROZ REACTOME_REPLACEMENT_OF_PROTAMINES_BY_NUCLEOSOMES_IN_THE_MALE_PRONUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REPLACEMENT_OF_PROTAMINES_BY_NUCLEOSOMES_IN_THE_MALE_PRONUCLEUS H1-8 H2AX H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HIRA METTL23 NPM2 PRM1 PRM2 SRPK1 REACTOME_REPRESSION_OF_WNT_TARGET_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REPRESSION_OF_WNT_TARGET_GENES AXIN2 CTBP1 CTBP2 HDAC1 LEF1 MYC TCF7 TCF7L1 TCF7L2 TLE1 TLE2 TLE3 TLE4 TLE5 REACTOME_REPRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REPRODUCTION ACD ACR ADAM2 ADAM20 ADAM21 ADAM30 ATM ATR B4GALT1 BLM BMP4 BRCA1 BRCA2 CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERG CBFA2T2 CD9 CDK2 CDK4 CXCR4 DIDO1 DMC1 EOMES FIGNL1 FIRRM FKBP6 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HSPA2 HVCN1 IZUMO1 IZUMO2 IZUMO3 IZUMO4 KCNU1 LMNA LMNB1 MLH1 MLH3 MND1 MRE11 MSH4 MSH5 NANOG NANOS3 NBN OVGP1 PDPN POT1 POU5F1 PRDM1 PRDM9 PSMC3IP RAD21 RAD50 RAD51 RAD51C RBBP8 REC8 RPA1 RPA2 RPA3 SMC1A SMC1B SMC3 SOX17 SPAM1 SPO11 STAG1 STAG2 STAG3 SUN1 SUN2 SYCE1 SYCE2 SYCE3 SYCP1 SYCP2 SYCP3 SYNE1 SYNE2 TERF1 TERF2 TERF2IP TET2 TEX12 TEX15 TFAP2C TINF2 TOP3A UBE2I ZP1 ZP2 ZP3 ZP4 REACTOME_RESOLUTION_OF_ABASIC_SITES_AP_SITES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_ABASIC_SITES_AP_SITES ADPRS APEX1 FEN1 LIG1 LIG3 MBD4 MPG MUTYH NEIL1 NEIL2 NTHL1 OGG1 PARG PARP1 PARP2 PCNA PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 SMUG1 TDG UNG XRCC1 REACTOME_RESOLUTION_OF_AP_SITES_VIA_THE_MULTIPLE_NUCLEOTIDE_PATCH_REPLACEMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_AP_SITES_VIA_THE_MULTIPLE_NUCLEOTIDE_PATCH_REPLACEMENT_PATHWAY ADPRS APEX1 FEN1 LIG1 PARG PARP1 PARP2 PCNA POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 REACTOME_RESOLUTION_OF_D_LOOP_STRUCTURES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_D_LOOP_STRUCTURES ATM BARD1 BLM BRCA1 BRCA2 BRIP1 DNA2 EME1 EME2 EXO1 FIGNL1 FIRRM GEN1 KAT5 MRE11 MUS81 NBN PALB2 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RBBP8 RMI1 RMI2 RTEL1 SEM1 SLX1A SLX1B SLX4 SPIDR TOP3A WRN XRCC2 XRCC3 REACTOME_RESOLUTION_OF_D_LOOP_STRUCTURES_THROUGH_SYNTHESIS_DEPENDENT_STRAND_ANNEALING_SDSA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_D_LOOP_STRUCTURES_THROUGH_SYNTHESIS_DEPENDENT_STRAND_ANNEALING_SDSA ATM BARD1 BLM BRCA1 BRCA2 BRIP1 DNA2 EXO1 KAT5 MRE11 NBN PALB2 RAD50 RAD51 RAD51AP1 RAD51B RAD51C RAD51D RBBP8 RMI1 RMI2 RTEL1 SEM1 TOP3A WRN XRCC2 XRCC3 REACTOME_RESOLUTION_OF_SISTER_CHROMATID_COHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESOLUTION_OF_SISTER_CHROMATID_COHESION AHCTF1 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CCNB1 CCNB2 CDC20 CDCA5 CDCA8 CDK1 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CKAP5 CLASP1 CLASP2 CLIP1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L FIRRM HDAC8 INCENP ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PDS5A PDS5B PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RAD21 RANBP2 RANGAP1 RCC2 RPS27 SEC13 SEH1L SGO1 SGO2 SKA1 SKA2 SMC1A SMC3 SPC24 SPC25 SPDL1 STAG1 STAG2 TAOK1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B WAPL XPO1 ZW10 ZWILCH ZWINT REACTOME_RESPIRATORY_ELECTRON_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPIRATORY_ELECTRON_TRANSPORT ACAD9 BCS1L CMC1 COA1 COA3 COA5 COQ10A COQ10B COX11 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C CYC1 CYCS DMAC1 DMAC2 ECSIT ETFA ETFB ETFDH FOXRED1 FXN GOT1 GOT2 HCCS HIGD1A HIGD1C HIGD2A HSCB HSPA9 ISCU LETM1 LYRM2 LYRM4 LYRM7 MDH1 MDH2 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF5 NDUFAF6 NDUFAF7 NDUFAF8 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NFS1 NUBPL OXA1L PET100 PET117 PNKD PYURF RAB5IF SCO1 SCO2 SDHA SDHB SDHC SDHD SFXN4 SLC25A11 SLC25A12 SLC25A13 SLC25A18 SLC25A22 SMIM20 SURF1 TACO1 TIMM21 TIMMDC1 TMEM126A TMEM126B TMEM177 TMEM186 TMEM223 TRAP1 TTC19 UQCC1 UQCC2 UQCC3 UQCC5 UQCC6 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ REACTOME_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPIRATORY_SYNCYTIAL_VIRUS_INFECTION_PATHWAY AGRN ARIH1 BCAP31 BECN1 CCNC CD14 CD209 CDK19 CDK8 CLEC4M CREBBP CSNK2A1 CSNK2A2 CSNK2B CUL5 CX3CR1 EGFR EIF2AK2 ELOB ELOC EP300 FURIN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 H2BC15 HERC5 HSP90AA1 HSP90AB1 HSPA8 HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IGF1R IRF3 ISG15 JAK1 LY96 MAP1B MAVS MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NCL OAS2 PPP1CA PPP1CB PPP1CC RAB5A RAB5B RAB5C RBX1 RIGI RPS27A SDC1 SDC2 SDC3 SDC4 SEC11A SEC11C SPCS1 SPCS2 SPCS3 STAT2 TLR2 TLR3 TLR4 TLR6 TLR7 TRIM25 TYK2 UBA52 UBB UBC UBE2L6 XPO1 REACTOME_RESPIRATORY_SYNCYTIAL_VIRUS_RSV_ATTACHMENT_AND_ENTRY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPIRATORY_SYNCYTIAL_VIRUS_RSV_ATTACHMENT_AND_ENTRY AGRN CD14 CX3CR1 EGFR FURIN GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 HSPG2 IGF1R LY96 NCL RAB5A RAB5B RAB5C SDC1 SDC2 SDC3 SDC4 TLR4 REACTOME_RESPIRATORY_SYNCYTIAL_VIRUS_RSV_GENOME_REPLICATION_TRANSCRIPTION_AND_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPIRATORY_SYNCYTIAL_VIRUS_RSV_GENOME_REPLICATION_TRANSCRIPTION_AND_TRANSLATION CSNK2A1 CSNK2A2 CSNK2B FURIN HSP90AA1 HSP90AB1 HSPA8 PPP1CA PPP1CB PPP1CC SEC11A SEC11C SPCS1 SPCS2 SPCS3 XPO1 REACTOME_RESPONSE_OF_EIF2AK1_HRI_TO_HEME_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_OF_EIF2AK1_HRI_TO_HEME_DEFICIENCY ASNS ATF3 ATF4 ATF5 CEBPB CEBPG CHAC1 DDIT3 EIF2AK1 EIF2S1 EIF2S2 EIF2S3 GRB10 PPP1R15A TRIB3 REACTOME_RESPONSE_OF_EIF2AK4_GCN2_TO_AMINO_ACID_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_OF_EIF2AK4_GCN2_TO_AMINO_ACID_DEFICIENCY ASNS ATF2 ATF3 ATF4 CEBPB CEBPG DDIT3 EIF2AK4 EIF2S1 EIF2S2 EIF2S3 FAU GCN1 IMPACT RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA TRIB3 UBA52 REACTOME_RESPONSE_OF_MTB_TO_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_OF_MTB_TO_PHAGOCYTOSIS ATP6V1H CORO1A CTSG DUSP16 ENO1 GSK3A HGS KPNA1 KPNB1 MAPK1 MAPK3 NOS2 PGK1 RAB5A RAB7A RNF213 RPS27A SFPQ TRIM27 UBA52 UBB UBC VPS33B REACTOME_RESPONSE_TO_ELEVATED_PLATELET_CYTOSOLIC_CA2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_TO_ELEVATED_PLATELET_CYTOSOLIC_CA2 A1BG A2M ABCC4 ACTN1 ACTN2 ACTN4 AHSG ALB ALDOA ANXA5 APLP2 APOA1 APOH APOOL APP BRPF3 CALM1 CALU CAP1 CD109 CD36 CD63 CD9 CDC37L1 CFD CFL1 CHID1 CLEC3B CLU CTSW CYB5R1 CYRIB ECM1 EGF ENDOD1 F13A1 F5 F8 FAM3C FERMT3 FGA FGB FGG FLNA FN1 GAS6 GTPBP2 HABP4 HGF HRG HSPA5 IGF1 IGF2 ISLR ITGA2B ITGB3 ITIH3 ITIH4 KNG1 LAMP2 LEFTY2 LGALS3BP LHFPL2 LY6G6F MAGED2 MANF MMRN1 NHLRC2 OLA1 ORM1 ORM2 PCDH7 PCYOX1L PDGFA PDGFB PECAM1 PF4 PFN1 PHACTR2 PLEK PLG PPBP PPIA PRKCA PRKCB PRKCG PROS1 PSAP QSOX1 RAB27B RARRES2 SCCPDH SCG3 SELENOP SELP SERPINA1 SERPINA3 SERPINA4 SERPINE1 SERPINF2 SERPING1 SOD1 SPARC SPP2 SRGN STX4 STXBP2 STXBP3 SYTL4 TAGLN2 TEX264 TF TGFB1 TGFB2 TGFB3 THBS1 TIMP1 TIMP3 TLN1 TMSB4X TMX3 TOR4A TTN TUBA4A VCL VEGFA VEGFB VEGFC VEGFD VTI1B VWF WDR1 REACTOME_RESPONSE_TO_METAL_IONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RESPONSE_TO_METAL_IONS CSRP1 MT1A MT1B MT1E MT1F MT1G MT1H MT1M MT1X MT2A MT3 MT4 MTF1 SNCB REACTOME_RETINOID_CYCLE_DISEASE_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RETINOID_CYCLE_DISEASE_EVENTS ABCA4 LRAT NAPEPLD OPN1LW OPN1MW OPN1SW RBP1 RBP4 RDH12 RDH5 RLBP1 STRA6 TTR REACTOME_RETROGRADE_NEUROTROPHIN_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RETROGRADE_NEUROTROPHIN_SIGNALLING AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CLTA CLTC DNAL4 DNM1 DNM2 DNM3 NGF NTRK1 SH3GL2 REACTOME_RETROGRADE_TRANSPORT_AT_THE_TRANS_GOLGI_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RETROGRADE_TRANSPORT_AT_THE_TRANS_GOLGI_NETWORK ARFIP2 ARFRP1 ARL1 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 GCC1 GCC2 GOLGA1 GOLGA4 IGF2R M6PR NAA30 NAA35 NAA38 NAPA NAPB NAPG NSF PLIN3 RAB43 RAB6A RAB6B RAB9A RAB9B RABEPK RGP1 RHOBTB3 RIC1 SCOC STX10 STX16 STX6 SYS1 TGOLN2 TMF1 USP6NL VAMP3 VAMP4 VPS51 VPS52 VPS53 VPS54 VTI1A REACTOME_RET_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RET_SIGNALING ARTN DOK1 DOK2 DOK4 DOK5 DOK6 FRS2 GAB1 GAB2 GDNF GFRA1 GFRA2 GFRA3 GFRA4 GRB10 GRB2 GRB7 IRS2 MAPK7 NRTN PDLIM7 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PRKACA PRKACB PRKACG PRKCA PSPN PTPN11 RAP1GAP RET SHC1 SHC3 SOS1 SRC REACTOME_REVERSIBLE_HYDRATION_OF_CARBON_DIOXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_REVERSIBLE_HYDRATION_OF_CARBON_DIOXIDE CA1 CA12 CA13 CA14 CA2 CA3 CA4 CA5A CA5B CA6 CA7 CA9 REACTOME_RHOA_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOA_GTPASE_CYCLE AAAS ABCD3 ABR ACBD5 ACTC1 AKAP13 ANLN ARAP1 ARAP2 ARAP3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP26 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF7 ATP6AP1 BCAP31 BCR C1QBP CAV1 CAVIN1 CCDC115 CIT DAAM1 DDRGK1 DEF6 DEPDC1B DIAPH1 DIAPH3 DLC1 DOCK2 ECT2 EMC3 ERBIN FAF2 FAM13A FARP1 FLOT1 FLOT2 FMNL3 GMIP HMOX2 IQGAP1 IQGAP3 JUP KALRN KTN1 LBR LMAN1 MACO1 MCAM MCF2 MCF2L MYO9A MYO9B NET1 NGEF OBSCN OPHN1 PCDH7 PGRMC2 PIK3R1 PIK3R2 PKN1 PKN2 PKN3 PLD1 PLEKHG3 PLEKHG4 PLEKHG5 PLEKHG6 PREX1 PREX2 RACGAP1 RASGRF2 RHOA RHPN1 RHPN2 ROCK1 ROCK2 RTKN SCFD1 SLK SNAP23 SOWAHC SRGAP1 STARD13 STARD8 STBD1 STK10 STOM STX5 TAGAP TEX2 TFRC TIAM1 TJP2 TMEM87A TMPO TRIO VAMP3 VANGL1 VAPB VAV1 VAV2 VAV3 YKT6 REACTOME_RHOBTB1_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOBTB1_GTPASE_CYCLE CCT2 CCT7 COPS2 COPS4 CPSF7 CUL3 DBN1 GPS1 HNRNPC MYO6 PDE5A RBBP6 RBMX RHOBTB1 RNF20 ROCK1 ROCK2 SPEN SRRM1 STK38 TRA2B TXNL1 VIM REACTOME_RHOBTB2_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOBTB2_GTPASE_CYCLE ACTG1 ACTN1 CCT2 CCT6A CCT7 CDC37 CUL3 DBN1 DDX39B HNRNPC HSP90AA1 HSP90AB1 MSI2 MYO6 PHIP RBMX RHOBTB2 SRRM1 STK38 TMOD3 TRA2B TWF1 TXNL1 REACTOME_RHOBTB3_ATPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOBTB3_ATPASE_CYCLE CCNE1 CUL3 HGS HTR7 LRRC41 PLIN3 RAB9A RAB9B RHOBTB3 VHL REACTOME_RHOBTB_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOBTB_GTPASE_CYCLE ACTG1 ACTN1 CCT2 CCT6A CCT7 CDC37 COPS2 COPS4 CPSF7 CUL3 DBN1 DDX39B GPS1 HNRNPC HSP90AA1 HSP90AB1 MSI2 MYO6 PDE5A PHIP RBBP6 RBMX RHOBTB1 RHOBTB2 RNF20 ROCK1 ROCK2 SPEN SRRM1 STK38 TMOD3 TRA2B TWF1 TXNL1 VIM REACTOME_RHOB_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOB_GTPASE_CYCLE ABR ACTC1 AKAP13 ANLN ARHGAP1 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP5 ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF17 ARHGEF2 ARHGEF25 ARHGEF28 ARHGEF3 ARHGEF5 BCR CAV1 CAVIN1 CIT DAAM1 DEPDC1B DIAPH1 DIAPH3 DLC1 ECT2 ERBIN FLOT1 FLOT2 IQGAP3 JUP MCAM MCF2 MCF2L MYO9A MYO9B NET1 OPHN1 PCDH7 PIK3R1 PIK3R2 PKN1 PKN2 PKN3 PREX1 RACGAP1 RHOB RHPN2 ROCK1 ROCK2 RTKN SLK SNAP23 SOWAHC STARD13 STARD8 STK10 STOM TFRC TJP2 VAMP3 VANGL1 VAV2 REACTOME_RHOC_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOC_GTPASE_CYCLE ABCD3 ABR ACBD5 AKAP13 ANLN ARHGAP1 ARHGAP18 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP5 ARHGDIA ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF17 ARHGEF25 ARHGEF28 ARHGEF40 ARHGEF5 BCR C1QBP CAV1 CAVIN1 CCDC187 CIT DAAM1 DEPDC1B DIAPH1 DIAPH3 DLC1 ERBIN FLOT1 FLOT2 FMNL2 FMNL3 IQGAP1 IQGAP3 JUP LBR LMAN1 MACO1 MCAM MCF2 MCF2L MYO9B OPHN1 PIK3R1 PKN1 PKN2 PKN3 PREX1 RACGAP1 RHOA RHOC ROCK1 ROCK2 RTKN SLK STARD13 STK10 STOM STX5 TFRC TJP2 TMPO VAMP3 VANGL1 VAPB VAV2 REACTOME_RHOD_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOD_GTPASE_CYCLE ACTN1 ADD3 AKAP12 ANKFY1 ARHGAP1 ARHGAP12 ARHGAP17 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP5 CAPZB CAV1 CPNE8 DBN1 DEPDC1B DIAPH1 DIAPH2 DIAPH3 EFHD2 EMD ESYT1 FILIP1 GOLGA8R HINT2 LBR LEMD3 LMAN1 LMNB1 MCAM MOSPD2 PAK5 PAK6 PGRMC2 PIK3R1 PIK3R2 PLXNA1 PLXNB1 RAB7A RACGAP1 RHOD SLC4A7 STBD1 STEAP3 TMPO TOR1AIP1 VAMP3 VANGL1 VAPB VRK2 WHAMM REACTOME_RHOF_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOF_GTPASE_CYCLE ACTB ACTN1 ADD3 AKAP12 ARHGAP1 ARHGAP12 ARHGAP21 ARHGAP32 ARHGAP39 ARHGAP5 BAIAP2L1 BAIAP2L2 BASP1 CAPZB CAV1 DEPDC1B DIAPH1 DIAPH2 DIAPH3 ESYT1 FAM169A FARP1 LMNB1 MCAM MTMR1 MYO9B PIK3R1 PIK3R2 POTEE RAB7A RHOF SENP1 SLC4A7 SNAP23 SOWAHC SRGAP2 STEAP3 SYDE1 TMPO TOR1AIP1 VAMP3 VANGL1 REACTOME_RHOG_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOG_GTPASE_CYCLE ANKLE2 ARFGAP3 ARHGAP1 ARHGAP21 ARHGAP32 ARHGAP35 ARHGAP39 ARHGAP5 ARHGDIA ARHGDIB ARHGDIG ARHGEF16 ARHGEF26 ARHGEF5 CAV1 CDC42 CDC42EP1 CYFIP1 DEPDC1B DIAPH3 DOCK1 DOCK2 DOCK3 DOCK4 DOCK5 DSG2 ELMO2 EMD EPHA2 ERBIN ESYT1 GARRE1 HSPE1 IQGAP2 ITGB1 ITSN1 KALRN KTN1 LAMTOR1 LBR LEMD3 LETM1 LMAN1 MAP3K11 MCAM MCF2 MCF2L MPP7 NDUFA5 NDUFS3 OPHN1 PAK2 PAK4 PGRMC2 PIK3R1 PLD1 PLEKHG3 PREX1 RAB7A RHOG SHMT2 STBD1 STX5 TFRC TMPO TRIO VAMP3 VANGL1 VAPB VAV1 VAV2 VAV3 VRK2 YKT6 REACTOME_RHOH_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOH_GTPASE_CYCLE ARHGDIA ARHGDIB ARHGDIG CAV1 CSK DBN1 DBT FAM91A1 JUP LAMTOR1 LCK MTR NIPSNAP2 NSFL1C OSBPL11 PAK1 PAK2 PAK4 PAK5 PAK6 RAB7A RALGAPA1 RHOH ROCK1 ROCK2 SLC1A5 SLC4A7 STOM TFRC TMEM59 TUBA1B UACA VAMP3 VANGL1 VCP WDR11 ZAP70 REACTOME_RHOJ_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOJ_GTPASE_CYCLE ARHGAP1 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP35 ARHGAP5 ARHGEF7 ARL13B CAV1 CDC42 CDC42BPA CDC42BPB CDC42EP1 CPNE8 DEPDC1B DIAPH3 DOCK8 FMNL3 FNBP1 FNBP1L GIT1 GIT2 GJA1 IQGAP3 JUP LAMTOR1 MPP7 NIPSNAP2 OCRL OPHN1 PAK1 PAK2 PAK3 PAK4 PIK3R1 PIK3R2 PREX1 RAB7A RHOJ SCRIB SLC1A5 SLC4A7 SNAP23 STEAP3 STOM SYDE1 TFRC TMPO TRIO VAMP3 VANGL1 WAS WASL WIPF2 WWP2 REACTOME_RHOQ_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOQ_GTPASE_CYCLE ARHGAP1 ARHGAP17 ARHGAP21 ARHGAP26 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP5 ARHGEF7 ARHGEF9 ARL13B CAV1 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CFTR CPNE8 DEPDC1B DIAPH3 DLC1 FNBP1 GFOD1 GIT1 GIT2 GJA1 GOPC IQGAP1 IQGAP3 ITSN1 JUP LAMTOR1 MPP7 OBSCN OPHN1 PAK1 PAK2 PAK4 PLEKHG3 PREX1 RAB7A RHOQ SCRIB SLC1A5 SLC4A7 SNAP23 SRGAP2 STEAP3 STOM SYDE1 TFRC TRIP10 VAMP3 VANGL1 WASL WWP2 REACTOME_RHOT1_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOT1_GTPASE_CYCLE MYO19 RAP1GDS1 RHOT1 TRAK1 TRAK2 REACTOME_RHOU_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOU_GTPASE_CYCLE ARHGAP30 ARHGAP31 ARHGEF6 ARHGEF7 CDC42 CLTC DEPDC1B DLG5 DST EPHA2 GIT1 GIT2 GRB2 HGS IQGAP1 ITSN2 MYO6 NCK1 NCK2 PAK1 PAK2 PAK3 PAK4 PARD6A PEAK1 PIK3R1 PIK3R2 PTK2B RHOU SPTAN1 SPTBN1 SRC SRGAP2 STAM STAM2 TXNL1 USP9X VANGL1 WDR6 WWP2 REACTOME_RHOV_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHOV_GTPASE_CYCLE ARHGAP12 ARHGEF7 CCP110 CDC42 CEP97 CLTC DEPDC1B DLG5 DST EPHA2 GIT1 GIT2 IQGAP1 MAP3K11 MYO9A NCK1 NCK2 PAK1 PAK2 PAK4 PAK6 PARD6A PARD6B PEAK1 PIK3R1 RHOV SH3RF1 SPTAN1 SPTBN1 TPM3 TPM4 TXNL1 USP9X VANGL1 WASL WDR6 ZNF512B REACTOME_RHO_GTPASES_ACTIVATE_CIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_CIT CDKN1B CIT DLG4 KIF14 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 PPP1CB PPP1R12A PPP1R12B PRC1 RAC1 RHOA RHOB RHOC REACTOME_RHO_GTPASES_ACTIVATE_FORMINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_FORMINS ACTB ACTG1 AHCTF1 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CDC20 CDC42 CDCA8 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CKAP5 CLASP1 CLASP2 CLIP1 DAAM1 DIAPH1 DIAPH2 DIAPH3 DSN1 DVL1 DVL2 DVL3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L EVL FMNL1 FMNL2 FMNL3 INCENP ITGB1 ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 MRTFA NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PFN1 PFN2 PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RAC1 RANBP2 RANGAP1 RCC2 RHOA RHOB RHOC RHOD RPS27 SCAI SEC13 SEH1L SGO1 SGO2 SKA1 SKA2 SPC24 SPC25 SPDL1 SRC SRF SRGAP2 TAOK1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B XPO1 ZW10 ZWILCH ZWINT REACTOME_RHO_GTPASES_ACTIVATE_IQGAPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_IQGAPS ACTB ACTG1 CALM1 CDC42 CDH1 CLIP1 CTNNA1 CTNNB1 IQGAP1 IQGAP2 IQGAP3 MEN1 RAC1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_RHO_GTPASES_ACTIVATE_KTN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_KTN1 CDC42 KIF5A KIF5B KLC1 KLC2 KLC3 KLC4 KTN1 RAC1 RHOA RHOG REACTOME_RHO_GTPASES_ACTIVATE_NADPH_OXIDASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_NADPH_OXIDASES CYBA CYBB MAPK1 MAPK11 MAPK14 MAPK3 NCF1 NCF2 NCF4 NOX1 NOX3 NOXA1 NOXO1 PIK3C3 PIK3R4 PIN1 PRKCA PRKCB PRKCD PRKCZ RAC1 RAC2 S100A8 S100A9 REACTOME_RHO_GTPASES_ACTIVATE_PAKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_PAKS CALM1 CDC42 CTTN FLNA LIMK1 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 MYLK NF2 PAK1 PAK2 PAK3 PPP1CB PPP1R12A PPP1R12B RAC1 REACTOME_RHO_GTPASES_ACTIVATE_PKNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_PKNS AR CDC25C H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 KDM1A KDM4C KLK2 KLK3 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 NCOA2 PAK1 PDPK1 PKN1 PKN2 PKN3 PPP1CB PPP1R12A PPP1R12B PPP1R14A RAC1 RHOA RHOB RHOC SFN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_RHO_GTPASES_ACTIVATE_RHOTEKIN_AND_RHOPHILINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_RHOTEKIN_AND_RHOPHILINS LIN7B RHOA RHOB RHOC RHPN1 RHPN2 ROPN1 RTKN TAX1BP3 REACTOME_RHO_GTPASES_ACTIVATE_ROCKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_ROCKS CFL1 LIMK1 LIMK2 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 PAK1 PPP1CB PPP1R12A PPP1R12B RHOA RHOB RHOC ROCK1 ROCK2 REACTOME_RHO_GTPASES_ACTIVATE_WASPS_AND_WAVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASES_ACTIVATE_WASPS_AND_WAVES ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 BAIAP2 BRK1 BTK CDC42 CYFIP1 CYFIP2 GRB2 MAPK1 MAPK3 NCK1 NCKAP1 NCKAP1L NCKIPSD PTK2 RAC1 WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 REACTOME_RHO_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASE_CYCLE AAAS ABCD3 ABI1 ABI2 ABL2 ABR ACBD5 ACTB ACTC1 ACTG1 ACTN1 ADD3 AKAP12 AKAP13 ALDH3A2 ALS2 AMIGO2 ANKFY1 ANKLE2 ANKRD26 ANLN ARAP1 ARAP2 ARAP3 ARFGAP2 ARFGAP3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF3 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 ARL13B ARMCX3 ATP6AP1 BAIAP2 BAIAP2L1 BAIAP2L2 BASP1 BCAP31 BCR BLTP3B BRK1 C1QBP CAPZB CAV1 CAVIN1 CCDC115 CCDC187 CCDC88A CCP110 CCT2 CCT6A CCT7 CDC37 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE2 CEP97 CFTR CHN1 CHN2 CIT CKAP4 CKB CLTC COPS2 COPS4 CPD CPNE8 CPSF7 CSK CUL3 CYBA CYBB CYFIP1 CYFIP2 DAAM1 DBN1 DBT DDRGK1 DDX39B DDX4 DEF6 DEPDC1B DIAPH1 DIAPH2 DIAPH3 DLC1 DLG5 DNMBP DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 DSG1 DSG2 DSP DST ECT2 EFHD2 ELMO2 EMC3 EMD EPHA2 EPSTI1 ERBIN ESYT1 FAF2 FAM135A FAM13A FAM13B FAM169A FAM83B FAM91A1 FARP1 FARP2 FERMT2 FGD1 FGD2 FGD3 FGD4 FGD5 FILIP1 FLOT1 FLOT2 FMNL1 FMNL2 FMNL3 FNBP1 FNBP1L FRS2 FRS3 GARRE1 GFOD1 GIT1 GIT2 GJA1 GMIP GNA13 GOLGA3 GOLGA8R GOPC GPS1 GRB2 GRB7 HGS HINT2 HMOX2 HNRNPC HSP90AA1 HSP90AB1 HSPE1 IL32 IQGAP1 IQGAP2 IQGAP3 ITGB1 ITSN1 ITSN2 JAG1 JUP KALRN KCTD13 KCTD3 KIDINS220 KIF14 KTN1 LAMTOR1 LBR LCK LEMD3 LETM1 LMAN1 LMNB1 LRRC1 MACO1 MAP3K11 MCAM MCF2 MCF2L MOSPD2 MPP7 MSI2 MTMR1 MTR MTX1 MUC13 MYO6 MYO9A MYO9B NCF1 NCF2 NCF4 NCK1 NCK2 NCKAP1 NCKAP1L NDUFA5 NDUFS3 NET1 NGEF NHS NIPSNAP2 NISCH NOX1 NOX3 NOXA1 NOXO1 NSFL1C NUDC OBSCN OCRL OPHN1 OSBPL11 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD6A PARD6B PCDH7 PDE5A PEAK1 PGRMC2 PHIP PICALM PIK3CA PIK3R1 PIK3R2 PIK3R3 PKN1 PKN2 PKN3 PKP4 PLD1 PLD2 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLXNA1 PLXNB1 PLXND1 POTEE PRAG1 PREX1 PREX2 PTK2B PTPN13 RAB7A RAC1 RAC2 RAC3 RACGAP1 RALBP1 RALGAPA1 RAPGEF1 RASAL2 RASGRF2 RBBP6 RBMX RHOA RHOB RHOBTB1 RHOBTB2 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOU RHOV RHPN1 RHPN2 RND1 RND2 RND3 RNF20 ROCK1 ROCK2 RRAS2 RTKN SAMM50 SCFD1 SCRIB SEMA4F SENP1 SH3BP1 SH3PXD2A SH3RF1 SHKBP1 SHMT2 SLC1A5 SLC4A7 SLITRK3 SLITRK5 SLK SNAP23 SOS1 SOS2 SOWAHC SPATA13 SPEN SPTAN1 SPTBN1 SRC SRGAP1 SRGAP2 SRGAP3 SRRM1 STAM STAM2 STARD13 STARD8 STBD1 STEAP3 STIP1 STK10 STK38 STMN2 STOM STX5 SWAP70 SYDE1 SYDE2 TAGAP TAOK3 TEX2 TFRC TIAM1 TIAM2 TJP2 TMEM59 TMEM87A TMOD3 TMPO TNFAIP1 TOR1AIP1 TPM3 TPM4 TRA2B TRIO TRIP10 TUBA1B TWF1 TXNL1 UACA UBXN11 USP9X VAMP3 VANGL1 VANGL2 VAPB VAV1 VAV2 VAV3 VCP VIM VRK2 WAS WASF1 WASF2 WASF3 WASL WDR11 WDR6 WDR81 WDR91 WHAMM WIPF1 WIPF2 WIPF3 WWP2 YKT6 ZAP70 ZNF512B REACTOME_RHO_GTPASE_EFFECTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RHO_GTPASE_EFFECTORS ABI1 ABI2 ABL1 ACTB ACTG1 ACTR2 ACTR3 AHCTF1 AR ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 AURKB B9D2 BAIAP2 BIRC5 BRK1 BTK BUB1 BUB1B BUB3 CALM1 CDC20 CDC25C CDC42 CDCA8 CDH1 CDKN1B CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CFL1 CFTR CIT CKAP5 CLASP1 CLASP2 CLIP1 CTNNA1 CTNNB1 CTTN CYBA CYBB CYFIP1 CYFIP2 DAAM1 DIAPH1 DIAPH2 DIAPH3 DLG4 DSN1 DVL1 DVL2 DVL3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L EVL FLNA FMNL1 FMNL2 FMNL3 GOPC GRB2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 INCENP IQGAP1 IQGAP2 IQGAP3 ITGB1 ITGB3BP KDM1A KDM4C KIF14 KIF18A KIF2A KIF2B KIF2C KIF5A KIF5B KLC1 KLC2 KLC3 KLC4 KLK2 KLK3 KNL1 KNTC1 KTN1 LIMK1 LIMK2 LIN7B MAD1L1 MAD2L1 MAPK1 MAPK11 MAPK14 MAPK3 MAPRE1 MEN1 MIS12 MRTFA MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 MYLK NCF1 NCF2 NCF4 NCK1 NCKAP1 NCKAP1L NCKIPSD NCOA2 NDC80 NDE1 NDEL1 NF2 NOX1 NOX3 NOXA1 NOXO1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PAK1 PAK2 PAK3 PDPK1 PFN1 PFN2 PIK3C3 PIK3R4 PIN1 PKN1 PKN2 PKN3 PLK1 PMF1 PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R14A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRC1 PRKCA PRKCB PRKCD PRKCZ PTK2 RAC1 RAC2 RANBP2 RANGAP1 RCC2 RHOA RHOB RHOC RHOD RHOG RHOQ RHPN1 RHPN2 ROCK1 ROCK2 ROPN1 RPS27 RTKN S100A8 S100A9 SCAI SEC13 SEH1L SFN SGO1 SGO2 SKA1 SKA2 SPC24 SPC25 SPDL1 SRC SRF SRGAP2 TAOK1 TAX1BP3 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B WAS WASF1 WASF2 WASF3 WASL WIPF1 WIPF2 WIPF3 XPO1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZW10 ZWILCH ZWINT REACTOME_RIBAVIRIN_ADME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RIBAVIRIN_ADME ADA ADK ITPA NME1 NME2 NT5C2 PNP SLC28A2 SLC28A3 SLC29A1 SLC29A3 REACTOME_RIPK1_MEDIATED_REGULATED_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RIPK1_MEDIATED_REGULATED_NECROSIS BIRC2 BIRC3 CASP8 CDC37 CFLAR FADD FAS FASLG FLOT1 FLOT2 HSP90AA1 ITCH MLKL OGT PDCD6IP PELI1 PRKN RIPK1 RIPK3 RPS27A SDCBP STUB1 TNFRSF10A TNFRSF10B TNFSF10 TRADD TRAF2 UBA52 UBB UBC UBE2L3 XIAP REACTOME_RIP_MEDIATED_NFKB_ACTIVATION_VIA_ZBP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RIP_MEDIATED_NFKB_ACTIVATION_VIA_ZBP1 CHUK DHX9 IKBKB IKBKG MYD88 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 RELA RIPK1 RIPK3 TICAM1 TLR3 ZBP1 REACTOME_RMTS_METHYLATE_HISTONE_ARGININES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RMTS_METHYLATE_HISTONE_ARGININES ACTL6A ACTL6B ARID1A ARID1B ARID2 CARM1 CCND1 CDK4 COPRS DNMT3A H2AB1 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 JAK2 PBRM1 PRMT1 PRMT3 PRMT5 PRMT6 PRMT7 RBBP7 RPS2 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 WDR5 WDR77 REACTOME_RNA_POLYMERASE_III_CHAIN_ELONGATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_CHAIN_ELONGATION CRCP POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION BDP1 BRF1 BRF2 CRCP GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 NFIA NFIB NFIC NFIX POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POU2F1 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 SSB TBP ZNF143 REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_INITIATION_FROM_TYPE_1_PROMOTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_INITIATION_FROM_TYPE_1_PROMOTER BDP1 BRF1 CRCP GTF3A GTF3C1 GTF3C2 GTF3C3 GTF3C4 GTF3C5 GTF3C6 POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K TBP REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_INITIATION_FROM_TYPE_3_PROMOTER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_INITIATION_FROM_TYPE_3_PROMOTER BDP1 BRF2 CRCP POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K POU2F1 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 TBP ZNF143 REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_III_TRANSCRIPTION_TERMINATION CRCP NFIA NFIB NFIC NFIX POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K SSB REACTOME_RNA_POLYMERASE_II_PRE_TRANSCRIPTION_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_II_PRE_TRANSCRIPTION_EVENTS AFF4 CCNH CCNK CCNT1 CCNT2 CDC73 CDK7 CDK9 CTDP1 CTR9 EAF1 EAF2 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 IWS1 LEO1 MLLT1 MLLT3 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE PAF1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RTF1 SKIC8 SSRP1 SUPT16H SUPT4H1 SUPT5H SUPT6H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 REACTOME_RNA_POLYMERASE_II_TRANSCRIBES_SNRNA_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_II_TRANSCRIBES_SNRNA_GENES CCNK CCNT1 CCNT2 CDK7 CDK9 ELL ELL2 ELL3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 ICE1 ICE2 INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS7 INTS8 INTS9 NABP1 NABP2 NCBP1 NCBP2 PCF11 PHAX POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU2F1 POU2F2 RNU1-1 RNU11 RNU12 RNU2-1 RNU4-1 RNU4ATAC RNU5A-1 RPAP2 RPRD1A RPRD1B RPRD2 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 SP1 SRRT SSU72 SUPT4H1 SUPT5H TAF11 TAF13 TAF5 TAF6 TAF8 TAF9 TBP ZC3H8 ZNF143 REACTOME_RNA_POLYMERASE_II_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_II_TRANSCRIPTION ABCA6 ABL1 ACTL6A ACTL6B AFF4 AGO1 AGO2 AGO3 AGO4 AGRP AIFM2 AKT1 AKT2 AKT3 ALYREF ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 APAF1 APOE AR ARID1A ARID1B ARID2 ARID3A ARNT ARNT2 ASH2L ATAD2 ATF2 ATM ATP1B4 ATR ATRIP ATXN3 AURKA AURKB AUTS2 AXIN1 BANP BARD1 BAX BBC3 BCL2L11 BCL2L14 BCL6 BDNF BGLAP BID BIRC5 BLK BLM BMAL1 BMI1 BMP2 BNIP3L BRCA1 BRD1 BRD2 BRD7 BRIP1 BRPF1 BRPF3 BTG1 BTG2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CARM1 CASC3 CASP1 CASP10 CASP2 CASP6 CAT CAV1 CBFB CBX2 CBX3 CBX4 CBX5 CBX6 CBX8 CCN2 CCNA1 CCNA2 CCNB1 CCNC CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNG1 CCNG2 CCNH CCNK CCNT1 CCNT2 CDC16 CDC23 CDC25C CDC26 CDC27 CDC40 CDC7 CDC73 CDK1 CDK12 CDK13 CDK2 CDK4 CDK5 CDK5R1 CDK6 CDK7 CDK8 CDK9 CDKN1A CDKN1B CDKN2A CDKN2B CEBPB CENPJ CGA CGB3 CGB5 CGB8 CHD3 CHD4 CHEK1 CHEK2 CHM CHTOP CITED1 CITED2 CITED4 CLDN5 CLP1 CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COL1A1 COL1A2 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CR1 CRADD CREB1 CREBBP CRH CSF1R CSF2 CSNK2A1 CSNK2A2 CSNK2B CSTF1 CSTF2 CSTF2T CSTF3 CTDP1 CTLA4 CTNNB1 CTR9 CTSK CTSL CTSV CUL1 CYCS DAXX DDB2 DDIT3 DDIT4 DDX39A DDX39B DEK DGCR8 DHX38 DLL1 DLX5 DLX6 DNA2 DPY30 DYRK2 E2F1 E2F4 E2F5 E2F6 E2F7 E2F8 EAF1 EAF2 EED EGFR EHMT1 EHMT2 EIF4A3 ELF1 ELF2 ELL ELL2 ELL3 ELOA ELOA2 ELOB ELOC EP300 EPC1 ERBB2 ERCC2 ERCC3 ESR1 ESR2 ESRRA ESRRB ESRRG EXO1 EZH2 FANCC FANCD2 FANCI FAS FASLG FBXO32 FIP1L1 FKBP5 FOS FOXG1 FOXO1 FOXO3 FOXO4 FOXO6 FOXP3 FURIN FYTTD1 FZR1 G6PC1 G6PD GAD1 GAD2 GADD45A GAMT GATA1 GATA2 GATA3 GATA4 GATAD2A GATAD2B GCK GEM GLI2 GLI3 GLS GLS2 GP1BA GPAM GPI GPRIN1 GPS2 GPX2 GRIA2 GRIN2A GRIN2B GSK3B GSR GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAND2 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HEY1 HEY2 HIGD1C HIPK1 HIPK2 HIVEP3 HNF4A HNF4G HSPD1 HTT HUS1 ICE1 ICE2 IFNG IGFBP1 IGFBP3 IHH IL2 IL2RA IL3 IL6 ING2 ING5 INS INTS1 INTS10 INTS11 INTS12 INTS13 INTS14 INTS2 INTS3 INTS4 INTS5 INTS6 INTS7 INTS8 INTS9 IQSEC3 IRAK1 ITCH ITGA2B ITGA4 ITGA5 ITGAL ITGBL1 IWS1 JAG1 JMY JUN JUNB KAT2A KAT2B KAT5 KAT6A KCNIP3 KCTD1 KCTD15 KCTD6 KDM5B KIT KLF4 KMT2A KMT2B KMT2C KMT2D KMT5A KRAS KRBA1 KRBOX4 KRBOX5 L3MBTL1 L3MBTL2 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 LBR LDB1 LEF1 LEO1 LGALS3 LIFR LMO1 LMO2 LSM10 LSM11 LUZP4 MAF MAGED1 MAGOH MAGOHB MAML1 MAML2 MAML3 MAMLD1 MAP2K6 MAPK1 MAPK11 MAPK14 MAPK3 MAPKAP1 MAPKAPK5 MAX MBD3 MDC1 MDM2 MDM4 MEAF6 MECP2 MED1 MED10 MED12 MED13 MED14 MED15 MED16 MED17 MED20 MED23 MED24 MED25 MED26 MED27 MED30 MED31 MED4 MED6 MED7 MED8 MEF2C MEN1 MET MGA MIR132 MIR137 MIR24-1 MIR24-2 MIR27A MLH1 MLLT1 MLLT3 MLST8 MMP13 MNAT1 MOBP MOV10 MRE11 MSH2 MSTN MSX2 MT-CO1 MT-CO2 MT-CO3 MTA2 MTOR MYB MYBL2 MYC MYL9 NABP1 NABP2 NAMPT NBN NCBP1 NCBP2 NCOR1 NCOR2 NDRG1 NDUFA4 NEDD4L NELFA NELFB NELFCD NELFE NFATC2 NFE2 NFKB1 NFYA NFYB NFYC NKX2-5 NKX3-2 NLRC4 NOC2L NOP2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPAS4 NPM1 NPPA NPY NR0B1 NR0B2 NR1D1 NR1D2 NR1H2 NR1H3 NR1H4 NR1I2 NR1I3 NR2C1 NR2C2 NR2C2AP NR2E1 NR2E3 NR2F1 NR2F6 NR3C1 NR3C2 NR4A1 NR4A2 NR4A3 NR5A1 NR5A2 NR6A1 NRBF2 NRBP1 NUAK1 NUDT21 OCLN OPRK1 OPRM1 PABPN1 PAF1 PAPOLA PARP1 PAX5 PBRM1 PCBP4 PCF11 PCGF2 PCGF5 PCGF6 PCK1 PCNA PDPK1 PERP PF4 PGR PHAX PHC1 PHC2 PHC3 PHF20 PIDD1 PIN1 PINK1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PITX2 PLAGL1 PLK2 PLK3 PLXNA4 PMAIP1 PML PMS2 POLDIP3 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POMC POU2F1 POU2F2 POU4F1 POU4F2 PPARA PPARD PPARG PPARGC1A PPARGC1B PPM1A PPM1D PPP1R13B PPP1R13L PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5C PRDM1 PRDM7 PRDX1 PRDX2 PRDX5 PRELID1 PRELID3A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 PRKCB PRKCQ PRMT1 PRMT5 PRMT6 PRR5 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN1 PTPN11 PTPN4 PVALB RABGGTA RABGGTB RAD1 RAD17 RAD50 RAD51 RAD51D RAD9A RAD9B RARA RARB RARG RB1 RBBP4 RBBP5 RBBP7 RBBP8 RBFOX1 RBFOX3 RBL1 RBL2 RBM14 RBM8A RBPJ RBX1 RELA REST RET RETN RFC2 RFC3 RFC4 RFC5 RFFL RGCC RHEB RHNO1 RICTOR RING1 RMI1 RMI2 RNF111 RNF2 RNF34 RNGTT RNMT RNPS1 RNU1-1 RNU11 RNU12 RNU2-1 RNU4-1 RNU4ATAC RNU5A-1 RORA RORB RORC RPA1 RPA2 RPA3 RPAP2 RPRD1A RPRD1B RPRD2 RPS27A RPTOR RRAGA RRAGB RRAGC RRAGD RRM2 RRM2B RSPO3 RTF1 RUNX1 RUNX2 RUNX3 RXRA RXRB RXRG RYBP SARNP SATB2 SCMH1 SCO2 SEM1 SERPINB13 SERPINE1 SESN1 SESN2 SESN3 SETD1A SETD1B SETD9 SFN SGK1 SIN3A SIN3B SIRT1 SIRT3 SKI SKIC8 SKIL SKP1 SKP2 SLBP SLC2A3 SLC38A9 SLU7 SMAD1 SMAD2 SMAD3 SMAD4 SMAD6 SMAD7 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMURF1 SMURF2 SMYD2 SNAPC1 SNAPC2 SNAPC3 SNAPC4 SNAPC5 SNRPB SNRPD3 SNRPE SNRPF SNRPG SNW1 SOCS3 SOCS4 SOD2 SOX2 SOX9 SP1 SP7 SPI1 SPP1 SRC SREBF1 SRF SRRM1 SRRT SRSF1 SRSF11 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF9 SSRP1 SST SSU72 STAT1 STEAP3 STK11 STUB1 SUMO1 SUPT16H SUPT4H1 SUPT5H SUPT6H SUZ12 SYMPK SYT10 TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF8 TAF9 TAF9B TAL1 TBL1X TBL1XR1 TBP TBX5 TCEA1 TCF12 TCF3 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TFDP1 TFDP2 TGFA TGFB1 TGIF1 TGIF2 THBS1 THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 THRA THRB TIGAR TJP1 TMEM219 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF18 TNKS1BP1 TNRC6A TNRC6B TNRC6C TOP3A TOPBP1 TP53 TP53AIP1 TP53BP2 TP53I3 TP53INP1 TP53RK TP63 TP73 TPX2 TRIAP1 TRIM28 TRIM33 TRIM63 TRPC3 TSC1 TSC2 TTC5 TWIST1 TWIST2 TXN TXNIP TXNRD1 U2AF1 U2AF1L4 U2AF2 UBA52 UBB UBC UBE2C UBE2D1 UBE2D3 UBE2E1 UBE2I UBE2S UCMA UPF3B USP2 USP7 USP9X UXT VDR VEGFA VENTX WDR33 WDR5 WRN WWOX WWP1 WWTR1 XPO1 YAF2 YAP1 YBX1 YEATS4 YES1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ YY1 ZC3H11A ZC3H8 ZFHX3 ZFP1 ZFP14 ZFP2 ZFP28 ZFP30 ZFP37 ZFP69 ZFP69B ZFP90 ZFPM1 ZIK1 ZIM2 ZIM3 ZKSCAN1 ZKSCAN3 ZKSCAN4 ZKSCAN5 ZKSCAN7 ZKSCAN8 ZNF10 ZNF100 ZNF101 ZNF112 ZNF114 ZNF12 ZNF124 ZNF133 ZNF135 ZNF136 ZNF138 ZNF14 ZNF140 ZNF141 ZNF143 ZNF154 ZNF155 ZNF157 ZNF160 ZNF169 ZNF17 ZNF175 ZNF18 ZNF180 ZNF184 ZNF189 ZNF19 ZNF195 ZNF197 ZNF2 ZNF20 ZNF200 ZNF202 ZNF205 ZNF208 ZNF211 ZNF212 ZNF213 ZNF214 ZNF215 ZNF221 ZNF222 ZNF223 ZNF224 ZNF225 ZNF226 ZNF227 ZNF23 ZNF230 ZNF233 ZNF234 ZNF235 ZNF248 ZNF25 ZNF250 ZNF253 ZNF254 ZNF256 ZNF257 ZNF26 ZNF263 ZNF264 ZNF266 ZNF267 ZNF268 ZNF273 ZNF274 ZNF28 ZNF282 ZNF285 ZNF286A ZNF287 ZNF3 ZNF30 ZNF300 ZNF302 ZNF304 ZNF311 ZNF317 ZNF320 ZNF324 ZNF324B ZNF331 ZNF333 ZNF334 ZNF337 ZNF33A ZNF33B ZNF34 ZNF343 ZNF347 ZNF350 ZNF354A ZNF354B ZNF354C ZNF37A ZNF382 ZNF383 ZNF385A ZNF394 ZNF398 ZNF41 ZNF415 ZNF416 ZNF417 ZNF418 ZNF419 ZNF420 ZNF425 ZNF426 ZNF429 ZNF43 ZNF430 ZNF431 ZNF432 ZNF433 ZNF436 ZNF439 ZNF440 ZNF441 ZNF442 ZNF443 ZNF445 ZNF446 ZNF45 ZNF454 ZNF460 ZNF461 ZNF468 ZNF470 ZNF471 ZNF473 ZNF479 ZNF480 ZNF483 ZNF484 ZNF485 ZNF486 ZNF490 ZNF492 ZNF493 ZNF496 ZNF500 ZNF506 ZNF510 ZNF514 ZNF517 ZNF519 ZNF521 ZNF528 ZNF529 ZNF530 ZNF540 ZNF543 ZNF544 ZNF546 ZNF547 ZNF548 ZNF549 ZNF550 ZNF551 ZNF552 ZNF554 ZNF555 ZNF556 ZNF557 ZNF558 ZNF559 ZNF560 ZNF561 ZNF562 ZNF563 ZNF564 ZNF565 ZNF566 ZNF567 ZNF568 ZNF569 ZNF570 ZNF571 ZNF573 ZNF577 ZNF582 ZNF583 ZNF584 ZNF585A ZNF585B ZNF586 ZNF587 ZNF589 ZNF595 ZNF596 ZNF597 ZNF599 ZNF600 ZNF605 ZNF606 ZNF607 ZNF610 ZNF611 ZNF613 ZNF614 ZNF615 ZNF616 ZNF619 ZNF620 ZNF621 ZNF624 ZNF625 ZNF626 ZNF627 ZNF641 ZNF649 ZNF655 ZNF658 ZNF660 ZNF662 ZNF664 ZNF665 ZNF667 ZNF668 ZNF669 ZNF670 ZNF671 ZNF675 ZNF676 ZNF677 ZNF678 ZNF679 ZNF680 ZNF681 ZNF682 ZNF684 ZNF688 ZNF689 ZNF691 ZNF692 ZNF696 ZNF697 ZNF699 ZNF70 ZNF700 ZNF701 ZNF703 ZNF704 ZNF705A ZNF705D ZNF705EP ZNF705G ZNF706 ZNF707 ZNF708 ZNF709 ZNF71 ZNF710 ZNF711 ZNF713 ZNF714 ZNF716 ZNF717 ZNF718 ZNF721 ZNF724 ZNF726 ZNF727 ZNF729 ZNF730 ZNF732 ZNF735 ZNF736 ZNF737 ZNF738 ZNF74 ZNF740 ZNF746 ZNF747 ZNF749 ZNF750 ZNF75A ZNF75D ZNF761 ZNF764 ZNF77 ZNF770 ZNF771 ZNF772 ZNF773 ZNF774 ZNF775 ZNF776 ZNF777 ZNF778 ZNF782 ZNF785 ZNF786 ZNF79 ZNF790 ZNF791 ZNF792 ZNF793 ZNF799 ZNF804B ZNF839 ZNF860 ZNF875 ZNF92 ZNF99 ZSCAN25 ZSCAN32 REACTOME_RNA_POLYMERASE_II_TRANSCRIPTION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_II_TRANSCRIPTION_TERMINATION ALYREF CASC3 CDC40 CHTOP CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CPSF6 CPSF7 CSTF1 CSTF2 CSTF2T CSTF3 DDX39A DDX39B DHX38 EIF4A3 FIP1L1 FYTTD1 LSM10 LSM11 LUZP4 MAGOH MAGOHB NCBP1 NCBP2 NUDT21 PABPN1 PAPOLA PCF11 POLDIP3 RBM8A RNPS1 SARNP SLBP SLU7 SNRPB SNRPD3 SNRPE SNRPF SNRPG SRRM1 SRSF1 SRSF11 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF9 SYMPK THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 U2AF1 U2AF1L4 U2AF2 UPF3B WDR33 ZC3H11A ZNF473 REACTOME_RNA_POLYMERASE_I_PROMOTER_ESCAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_I_PROMOTER_ESCAPE CBX3 CCNH CDK7 ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 MNAT1 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RRN3 TAF1A TAF1B TAF1C TAF1D TBP UBTF REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION CAVIN1 CBX3 CCNH CDK7 CHD3 CHD4 EHMT2 ERCC2 ERCC3 ERCC6 GATAD2A GATAD2B GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 KAT2A KAT2B MAPK3 MBD2 MBD3 MNAT1 MTA1 MTA2 MTA3 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RBBP4 RBBP7 RRN3 TAF1A TAF1B TAF1C TAF1D TBP TTF1 UBTF REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION_INITIATION CCNH CDK7 CHD3 CHD4 EHMT2 ERCC2 ERCC3 ERCC6 GATAD2A GATAD2B GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HDAC1 HDAC2 KAT2A KAT2B MBD3 MNAT1 MTA1 MTA2 MTA3 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L RBBP4 RBBP7 RRN3 TAF1A TAF1B TAF1C TAF1D TBP TTF1 UBTF REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION_TERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RNA_POLYMERASE_I_TRANSCRIPTION_TERMINATION CAVIN1 CCNH CDK7 ERCC2 ERCC3 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L TAF1A TAF1B TAF1C TAF1D TBP TTF1 UBTF REACTOME_RND1_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RND1_GTPASE_CYCLE ALDH3A2 ANKRD26 ARHGAP35 ARHGAP5 CAV1 CCDC88A CPD DEPDC1B DLG5 DSP DST EPHA2 EPSTI1 FAM135A FAM83B FLOT2 FRS2 FRS3 GRB7 KIDINS220 KIF14 LEMD3 MUC13 PIK3R1 PIK3R2 PKP4 PLEKHG5 PLXNA1 PTPN13 RASAL2 RBMX RND1 RRAS2 STIP1 STMN2 TFRC TMEM59 TXNL1 UBXN11 VANGL1 VANGL2 WDR6 REACTOME_RND2_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RND2_GTPASE_CYCLE ALDH3A2 ANKRD26 ARHGAP1 ARHGAP35 ARHGAP5 BLTP3B CAV1 CKAP4 DEPDC1B DLG5 DSG1 DST EPHA2 FAM83B FNBP1 FRS2 FRS3 GOLGA3 KCTD13 KIDINS220 KIF14 KTN1 LEMD3 LRRC1 MUC13 NISCH NUDC PIK3R1 PIK3R2 PKP4 PLXND1 PRAG1 PTPN13 RBMX RND2 SCRIB TFRC TNFAIP1 TXNL1 UBXN11 VANGL1 VANGL2 WDR6 REACTOME_RND3_GTPASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RND3_GTPASE_CYCLE ANKRD26 ARHGAP21 ARHGAP35 ARHGAP5 CAV1 CCDC88A CKAP4 CKB CPD DDX4 DEPDC1B DLG5 DSG1 DSP DST EPHA2 FAM83B FLOT2 KCTD13 KTN1 LEMD3 MUC13 NISCH PICALM PIK3R1 PIK3R2 PKP4 PLEKHG5 PTPN13 RASAL2 RBMX RND3 ROCK1 SCRIB SEMA4F TMOD3 TNFAIP1 TXNL1 UBXN11 VANGL1 VANGL2 WDR6 REACTOME_ROBO_RECEPTORS_BIND_AKAP5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROBO_RECEPTORS_BIND_AKAP5 AKAP5 PPP3CB PRKACA PRKACB PRKACG PRKAR2A PRKCA ROBO2 ROBO3 REACTOME_ROLE_OF_ABL_IN_ROBO_SLIT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROLE_OF_ABL_IN_ROBO_SLIT_SIGNALING ABL1 ABL2 CAP1 CAP2 CLASP1 CLASP2 ROBO1 SLIT2 REACTOME_ROLE_OF_LAT2_NTAL_LAB_ON_CALCIUM_MOBILIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROLE_OF_LAT2_NTAL_LAB_ON_CALCIUM_MOBILIZATION FCER1A FCER1G FYN GAB2 GRB2 IGHE IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 LAT2 LYN MS4A2 PDPK1 PIK3CA PIK3CB PIK3R1 PIK3R2 SHC1 SOS1 SYK REACTOME_ROLE_OF_PHOSPHOLIPIDS_IN_PHAGOCYTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROLE_OF_PHOSPHOLIPIDS_IN_PHAGOCYTOSIS AHCYL1 CD247 CD3G FCGR1A FCGR2A FCGR3A IGHG1 IGHG2 IGHG4 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 ITPR1 ITPR2 ITPR3 PIK3CA PIK3CB PIK3R1 PIK3R2 PLA2G6 PLCG1 PLCG2 PLD1 PLD2 PLD3 PLD4 PLPP4 PLPP5 PRKCD PRKCE SYK REACTOME_ROLE_OF_SECOND_MESSENGERS_IN_NETRIN_1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROLE_OF_SECOND_MESSENGERS_IN_NETRIN_1_SIGNALING DCC NTN1 PITPNA PLCG1 TRPC1 TRPC3 TRPC4 TRPC5 TRPC6 TRPC7 REACTOME_RORA_ACTIVATES_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RORA_ACTIVATES_GENE_EXPRESSION CARM1 CHD9 CPT1A CREBBP EP300 HELZ2 MED1 NCOA1 NCOA2 NCOA6 PPARA RORA RXRA SMARCD3 SREBF1 TBL1X TBL1XR1 TGS1 REACTOME_ROS_AND_RNS_PRODUCTION_IN_PHAGOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ROS_AND_RNS_PRODUCTION_IN_PHAGOCYTES ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CYBA CYBB HVCN1 LPO MPO NCF1 NCF2 NCF4 NOS1 NOS2 NOS3 RAC2 SLC11A1 TCIRG1 REACTOME_RRNA_MODIFICATION_IN_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RRNA_MODIFICATION_IN_THE_MITOCHONDRION MRM1 MRM2 MRM3 MT-RNR1 MT-RNR2 MTERF4 NSUN4 TFB1M REACTOME_RRNA_MODIFICATION_IN_THE_NUCLEUS_AND_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RRNA_MODIFICATION_IN_THE_NUCLEUS_AND_CYTOSOL BMS1 BUD23 DCAF13 DDX47 DDX49 DDX52 DHX37 DIMT1 DKC1 EMG1 FBL FCF1 GAR1 HEATR1 IMP3 IMP4 KRR1 MPHOSPH10 NAT10 NHP2 NOC4L NOL11 NOL6 NOP10 NOP14 NOP2 NOP56 NOP58 PDCD11 PNO1 PWP2 RCL1 RPS14 RPS2 RPS6 RPS7 RPS9 RRP36 RRP7A RRP9 SNU13 TBL3 THUMPD1 TRMT112 TSR3 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP25 UTP3 UTP4 UTP6 WDR3 WDR36 WDR43 WDR46 WDR75 REACTOME_RRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RRNA_PROCESSING BMS1 BOP1 BUD23 BYSL C1D CSNK1D CSNK1E DCAF13 DDX21 DDX47 DDX49 DDX52 DHX37 DIMT1 DIS3 DKC1 EBNA1BP2 ELAC2 EMG1 ERI1 EXOSC1 EXOSC10 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 FAU FBL FCF1 FTSJ3 GAR1 GNL3 HEATR1 HSD17B10 IMP3 IMP4 ISG20L2 KRR1 LAS1L LTV1 MPHOSPH10 MPHOSPH6 MRM1 MRM2 MRM3 MT-RNR1 MT-RNR2 MTERF4 MTREX NAT10 NCL NHP2 NIP7 NOB1 NOC4L NOL11 NOL12 NOL6 NOL9 NOP10 NOP14 NOP2 NOP56 NOP58 NSUN4 PDCD11 PELP1 PES1 PNO1 PRORP PWP2 RBM28 RCL1 RIOK1 RIOK2 RIOK3 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RRP1 RRP36 RRP7A RRP9 SENP3 SNU13 TBL3 TEX10 TFB1M THUMPD1 TRMT10C TRMT112 TSR1 TSR3 UBA52 UTP11 UTP14A UTP14C UTP15 UTP18 UTP20 UTP25 UTP3 UTP4 UTP6 WDR12 WDR18 WDR3 WDR36 WDR43 WDR46 WDR75 XRN2 REACTOME_RRNA_PROCESSING_IN_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RRNA_PROCESSING_IN_THE_MITOCHONDRION ELAC2 HSD17B10 MRM1 MRM2 MRM3 MT-RNR1 MT-RNR2 MTERF4 NSUN4 PRORP TFB1M TRMT10C REACTOME_RSK_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RSK_ACTIVATION MAPK1 MAPK3 PDPK1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 REACTOME_RSV_HOST_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RSV_HOST_INTERACTIONS AGRN ARIH1 BCAP31 BECN1 CCNC CD14 CD209 CDK19 CDK8 CLEC4M CREBBP CUL5 CX3CR1 EIF2AK2 ELOB ELOC EP300 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 H2BC15 HERC5 HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IRF3 ISG15 JAK1 LY96 MAP1B MAVS MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 OAS2 RBX1 RIGI RPS27A SDC1 SDC2 SDC3 SDC4 STAT2 TLR2 TLR3 TLR4 TLR6 TLR7 TRIM25 TYK2 UBA52 UBB UBC UBE2L6 REACTOME_RUNX1_AND_FOXP3_CONTROL_THE_DEVELOPMENT_OF_REGULATORY_T_LYMPHOCYTES_TREGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_AND_FOXP3_CONTROL_THE_DEVELOPMENT_OF_REGULATORY_T_LYMPHOCYTES_TREGS CBFB CR1 CTLA4 FOXP3 IFNG IL2 IL2RA NFATC2 RUNX1 TNFRSF18 REACTOME_RUNX1_INTERACTS_WITH_CO_FACTORS_WHOSE_PRECISE_EFFECT_ON_RUNX1_TARGETS_IS_NOT_KNOWN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_INTERACTS_WITH_CO_FACTORS_WHOSE_PRECISE_EFFECT_ON_RUNX1_TARGETS_IS_NOT_KNOWN ACTL6A ACTL6B ARID1A ARID1B ARID2 AUTS2 BMI1 CBFB CBX2 CBX4 CBX6 CBX8 CSNK2A1 CSNK2A2 CSNK2B EP300 HIPK2 PBRM1 PCGF5 PHC1 PHC2 PHC3 RING1 RNF2 RUNX1 RYBP SCMH1 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 YAF2 REACTOME_RUNX1_REGULATES_ESTROGEN_RECEPTOR_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_ESTROGEN_RECEPTOR_MEDIATED_TRANSCRIPTION AXIN1 CBFB ESR1 GPAM KCTD6 RUNX1 REACTOME_RUNX1_REGULATES_EXPRESSION_OF_COMPONENTS_OF_TIGHT_JUNCTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_EXPRESSION_OF_COMPONENTS_OF_TIGHT_JUNCTIONS CBFB CLDN5 OCLN RUNX1 TJP1 REACTOME_RUNX1_REGULATES_GENES_INVOLVED_IN_MEGAKARYOCYTE_DIFFERENTIATION_AND_PLATELET_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_GENES_INVOLVED_IN_MEGAKARYOCYTE_DIFFERENTIATION_AND_PLATELET_FUNCTION AGO1 AGO3 AGO4 ASH2L CBFB DPY30 EP300 GATA1 GP1BA H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 ITGA2B KAT2B KMT2A KMT2B KMT2C KMT2D MIR27A MOV10 MYL9 NFE2 NR4A3 PF4 PRKCQ PRMT1 PRMT6 RBBP5 RUNX1 SETD1A SETD1B SIN3A SIN3B THBS1 TNRC6A TNRC6B TNRC6C WDR5 ZFPM1 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_BCR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_BCR_SIGNALING BLK CBFB ELF1 ELF2 PAX5 RUNX1 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_HSCS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_HSCS ABL1 CBFB CCNH CDK7 GATA1 GATA2 GATA3 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 ITCH KMT2A LDB1 LMO1 LMO2 MNAT1 MYB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A RUNX1 SEM1 SPI1 TAL1 TCF12 TCF3 TP73 UBA52 UBB UBC YAP1 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_KERATINOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_KERATINOCYTES CBFB CTSK CTSL CTSV RUNX1 SERPINB13 SOCS3 SOCS4 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_DIFFERENTIATION_OF_MYELOID_CELLS CBFB CREBBP CSF2 LGALS3 PRKCB RUNX1 RUNX2 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_INTERLEUKIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_INTERLEUKIN_SIGNALING CBFB ELF1 IL3 LIFR RUNX1 REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX1_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_WNT_SIGNALING AXIN1 CBFB ESR1 FOXP3 RSPO3 RUNX1 REACTOME_RUNX2_REGULATES_BONE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX2_REGULATES_BONE_DEVELOPMENT ABL1 AR BGLAP CBFB COL1A1 GLI2 GLI3 HDAC3 HDAC4 HDAC6 HES1 HEY1 HEY2 IHH MAF MAPK1 MAPK3 RB1 RBM14 RUNX2 SATB2 SMAD1 SMAD4 SMAD6 SP7 SRC UCMA WWTR1 YAP1 YES1 ZNF521 REACTOME_RUNX2_REGULATES_CHONDROCYTE_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX2_REGULATES_CHONDROCYTE_MATURATION CBFB GLI2 HDAC4 IHH RUNX2 REACTOME_RUNX2_REGULATES_GENES_INVOLVED_IN_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX2_REGULATES_GENES_INVOLVED_IN_CELL_MIGRATION AKT1 AKT2 AKT3 CBFB ITGA5 ITGBL1 MMP13 RUNX2 REACTOME_RUNX2_REGULATES_OSTEOBLAST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX2_REGULATES_OSTEOBLAST_DIFFERENTIATION ABL1 AR BGLAP CBFB COL1A1 GLI3 HDAC3 HDAC6 HES1 HEY1 HEY2 MAF MAPK1 MAPK3 RB1 RUNX2 SATB2 SP7 SRC UCMA WWTR1 YAP1 YES1 ZNF521 REACTOME_RUNX3_REGULATES_BCL2L11_BIM_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_BCL2L11_BIM_TRANSCRIPTION BCL2L11 FOXO3 RUNX3 SMAD3 SMAD4 REACTOME_RUNX3_REGULATES_CDKN1A_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_CDKN1A_TRANSCRIPTION CDKN1A RUNX3 SMAD3 SMAD4 TGFB1 TP53 ZFHX3 REACTOME_RUNX3_REGULATES_IMMUNE_RESPONSE_AND_CELL_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_IMMUNE_RESPONSE_AND_CELL_MIGRATION CBFB ITGA4 ITGAL RORC RUNX3 SPP1 REACTOME_RUNX3_REGULATES_NOTCH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_NOTCH_SIGNALING CREBBP EP300 HES1 JAG1 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NOTCH1 RBPJ RUNX3 SNW1 REACTOME_RUNX3_REGULATES_P14_ARF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_P14_ARF BRD2 CBFB CCND1 CDKN2A EP300 HDAC4 KRAS RUNX1 RUNX3 TGFB1 REACTOME_RUNX3_REGULATES_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_WNT_SIGNALING CCND1 CTNNB1 LEF1 MYC RUNX3 TCF7 TCF7L1 TCF7L2 REACTOME_RUNX3_REGULATES_YAP1_MEDIATED_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_RUNX3_REGULATES_YAP1_MEDIATED_TRANSCRIPTION CCN2 RUNX3 TEAD1 TEAD2 TEAD3 TEAD4 WWTR1 YAP1 REACTOME_SARS_COV_1_ACTIVATES_MODULATES_INNATE_IMMUNE_RESPONSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_ACTIVATES_MODULATES_INNATE_IMMUNE_RESPONSES BST2 CASP1 FKBP1A IFIH1 IKBKE IRAK2 IRF3 ITCH KPNA2 KPNB1 MAVS NFKB1 NFKBIA NLRP3 NMI NPIPB3 PCBP2 PPIA PPIB PPIG PPIH PYCARD RCAN3 RELA RIGI RIPK3 RPS27A RUNX1 SFTPD SIKE1 STING1 TBK1 TKFC TLR7 TOMM70 TRAF3 TRAF6 TRIM25 UBA52 UBB UBC REACTOME_SARS_COV_1_HOST_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_HOST_INTERACTIONS BCL2L1 BST2 CASP1 CAV1 EEF1A1 EP300 FAU FKBP1A HNRNPA1 IFIH1 IKBKE IRAK2 IRF3 ITCH KPNA2 KPNB1 MAVS NFKB1 NFKBIA NLRP3 NMI NPIPB3 NPM1 PALS1 PCBP2 PDPK1 PKLR PPIA PPIB PPIG PPIH PSMC6 PYCARD RCAN3 RELA RIGI RIPK1 RIPK3 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 SERPINE1 SFN SFTPD SIKE1 SMAD3 SMAD4 SP1 STING1 TBK1 TKFC TLR7 TOMM70 TRAF3 TRAF6 TRIM25 UBA52 UBB UBC UBE2I YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_SARS_COV_1_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_INFECTION ACE2 BCL2L1 BECN1 BST2 CANX CASP1 CAV1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CTSL DDX5 EEF1A1 EP300 FAU FKBP1A GALNT1 GANAB GSK3A GSK3B HNRNPA1 IFIH1 IKBKE IRAK2 IRF3 ITCH KPNA2 KPNB1 MAP1LC3B MAVS MGAT1 MOGS NFKB1 NFKBIA NLRP3 NMI NPIPB3 NPM1 PALS1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PCBP2 PDPK1 PIK3C3 PIK3R4 PKLR PPIA PPIB PPIG PPIH PRKCSH PSMC6 PYCARD RB1 RCAN3 RELA RIGI RIPK1 RIPK3 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 SERPINE1 SFN SFTPD SIKE1 SMAD3 SMAD4 SP1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STING1 SUMO1 TBK1 TKFC TLR7 TMPRSS2 TOMM70 TRAF3 TRAF6 TRIM25 UBA52 UBB UBC UBE2I UVRAG VCP VHL YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZCRB1 REACTOME_SARS_COV_1_MODULATES_HOST_TRANSLATION_MACHINERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_MODULATES_HOST_TRANSLATION_MACHINERY EEF1A1 FAU HNRNPA1 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA REACTOME_SARS_COV_1_TARGETS_HOST_INTRACELLULAR_SIGNALLING_AND_REGULATORY_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_1_TARGETS_HOST_INTRACELLULAR_SIGNALLING_AND_REGULATORY_PATHWAYS CAV1 EP300 PDPK1 PSMC6 SERPINE1 SFN SMAD3 SMAD4 SP1 UBE2I YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_SARS_COV_2_ACTIVATES_MODULATES_INNATE_AND_ADAPTIVE_IMMUNE_RESPONSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_ACTIVATES_MODULATES_INNATE_AND_ADAPTIVE_IMMUNE_RESPONSES AAAS ATG14 B2M BECN1 CHUK CNBP CREBBP G3BP1 G3BP2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HSP90AA1 HSP90AB1 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IRAK1 IRAK2 IRF3 IRF7 ISG15 JAK1 KPNA2 LARP1 MAP3K7 MASP1 MASP2 MAVS MBL2 NDC1 NLRP12 NLRP3 NOD1 NOD2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIK3C3 PIK3R4 POM121 POM121C PTPN11 PTPN6 RAE1 RANBP2 RIGI RIPK2 RNF135 RPS27A SAR1B SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SFTPD SIKE1 STAT1 STAT2 STING1 TAB1 TAB2 TAB3 TBK1 TKFC TLR1 TLR2 TLR7 TLR8 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM4 TYK2 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_SARS_COV_2_HOST_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_HOST_INTERACTIONS AAAS AKT1 AKT2 AKT3 ATG14 B2M BECN1 CAV1 CHUK CNBP CRB3 CREBBP DDX20 FAU G3BP1 G3BP2 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GJA1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HSP90AA1 HSP90AB1 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IRAK1 IRAK2 IRF3 IRF7 ISG15 JAK1 KPNA2 LARP1 MAP1LC3B MAP3K7 MASP1 MASP2 MAVS MBL2 NDC1 NLRP12 NLRP3 NOD1 NOD2 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PALS1 PATJ PDPK1 PIK3C3 PIK3R4 POM121 POM121C PTPN11 PTPN6 RAE1 RANBP2 RIGI RIPK2 RNF135 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SAR1B SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SFN SFTPD SIKE1 SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG STAT1 STAT2 STING1 TAB1 TAB2 TAB3 TBK1 TJP1 TKFC TLR1 TLR2 TLR7 TLR8 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM4 TUFM TYK2 UBA52 UBB UBC UBE2N UBE2V1 UVRAG VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS45 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_SARS_COV_2_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_INFECTION AAAS ACE2 AGRN AKT1 AKT2 AKT3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ATG14 B2M BECN1 CANX CAV1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CHUK CNBP CRB3 CREBBP CSNK1A1 CTSL DAD1 DDOST DDX20 DDX5 EDEM2 FAU FURIN FUT8 G3BP1 G3BP2 GALNT1 GANAB GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GJA1 GOLGA7 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GSK3A GSK3B HAVCR1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HSP90AA1 HSP90AB1 HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IRAK1 IRAK2 IRF3 IRF7 ISCU ISG15 JAK1 KPNA2 LARP1 MAGT1 MAN1B1 MAN2A1 MAP1LC3B MAP3K7 MASP1 MASP2 MAVS MBL2 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS NDC1 NLRP12 NLRP3 NOD1 NOD2 NRP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PALS1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PATJ PDPK1 PIK3C3 PIK3R4 POM121 POM121C PRKCSH PRMT1 PTPN11 PTPN6 RAE1 RANBP2 RB1 RIGI RIPK2 RNF135 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SAR1B SDC1 SDC2 SDC3 SDC4 SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SFN SFTPD SIKE1 SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SRPK1 SRPK2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAT1 STAT2 STING1 STT3A SUMO1 TAB1 TAB2 TAB3 TBK1 TJP1 TKFC TLR1 TLR2 TLR7 TLR8 TMPRSS2 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM4 TUFM TUSC3 TYK2 UBA52 UBB UBC UBE2I UBE2N UBE2V1 UVRAG VCP VHL VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS45 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZCRB1 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_SARS_COV_2_MODULATES_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_MODULATES_AUTOPHAGY MAP1LC3B TUFM UVRAG VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS45 REACTOME_SARS_COV_2_MODULATES_HOST_TRANSLATION_MACHINERY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_MODULATES_HOST_TRANSLATION_MACHINERY DDX20 FAU GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG REACTOME_SARS_COV_2_TARGETS_HOST_INTRACELLULAR_SIGNALLING_AND_REGULATORY_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_TARGETS_HOST_INTRACELLULAR_SIGNALLING_AND_REGULATORY_PATHWAYS AKT1 AKT2 AKT3 CAV1 PDPK1 SFN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_SARS_COV_2_TARGETS_PDZ_PROTEINS_IN_CELL_CELL_JUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_2_TARGETS_PDZ_PROTEINS_IN_CELL_CELL_JUNCTION CRB3 GJA1 PALS1 PATJ TJP1 REACTOME_SARS_COV_INFECTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SARS_COV_INFECTIONS AAAS ACE2 AGRN AKT1 AKT2 AKT3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARID4A ARID4B ATG14 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 B2M BCL2L1 BECN1 BLNK BRD4 BRMS1 BST2 BTK CANX CASP1 CAV1 CD79A CD79B CHD3 CHD4 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 CHUK CNBP COMT CRB3 CRBN CREBBP CSNK1A1 CTSL CUL3 CYSLTR1 DAD1 DDOST DDX20 DDX5 EDEM2 EEF1A1 EP300 FAU FKBP1A FKBP4 FNTA FNTB FURIN FUT8 FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 G3BP1 G3BP2 GALNT1 GANAB GATAD2A GATAD2B GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GJA1 GOLGA7 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GRB2 GSK3A GSK3B HAVCR1 HDAC1 HDAC2 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMG20B HNRNPA1 HSP90AA1 HSP90AB1 HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNGR1 IFNGR2 IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IL1R1 IL6R IMPDH1 IMPDH2 IRAK1 IRAK2 IRF3 IRF7 ISCU ISG15 ITCH ITGA4 ITGB1 JAK1 JAK2 JAK3 KDM1A KEAP1 KPNA2 KPNB1 LARP1 MAGT1 MAN1B1 MAN2A1 MAP1LC3B MAP3K7 MASP1 MASP2 MAVS MBD3 MBL2 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS MTA1 MTA2 MTA3 NCK1 NDC1 NFE2L2 NFKB1 NFKBIA NLRP12 NLRP3 NMI NOD1 NOD2 NPIPB3 NPM1 NR3C1 NRP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PALS1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PATJ PCBP2 PDCD1 PDPK1 PHF21A PIK3C3 PIK3R4 PKLR PLCG2 POM121 POM121C PPIA PPIB PPIG PPIH PRKCSH PRMT1 PSMC6 PTGES3 PTPN11 PTPN6 PYCARD RAE1 RANBP2 RB1 RBBP4 RBBP7 RBX1 RCAN3 RCOR1 RELA REST RIGI RIPK1 RIPK2 RIPK3 RNF135 ROCK1 ROCK2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 S1PR1 SAP18 SAP30 SAP30L SAR1B SDC1 SDC2 SDC3 SDC4 SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SERPINE1 SFN SFTPD SH3KBP1 SIGMAR1 SIKE1 SMAD3 SMAD4 SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SOS1 SP1 SRPK1 SRPK2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAT1 STAT2 STING1 STT3A SUDS3 SUMO1 SYK TAB1 TAB2 TAB3 TBK1 TJP1 TKFC TLR1 TLR2 TLR7 TLR8 TLR9 TMPRSS2 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM4 TUBB TUFM TUSC3 TYK2 UBA52 UBB UBC UBE2I UBE2N UBE2V1 UVRAG VAV1 VCP VEGFA VHL VPS11 VPS16 VPS18 VPS33A VPS33B VPS39 VPS41 VPS45 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBP1 ZCRB1 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_SCAVENGING_BY_CLASS_A_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCAVENGING_BY_CLASS_A_RECEPTORS APOA1 APOB APOE CALR COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COLEC11 COLEC12 FTH1 FTL HSP90B1 MARCO MASP1 MSR1 SCARA5 SCGB3A2 REACTOME_SCAVENGING_BY_CLASS_B_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCAVENGING_BY_CLASS_B_RECEPTORS APOA1 APOB CD36 SAA1 SCARB1 SSC5D REACTOME_SCAVENGING_BY_CLASS_F_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCAVENGING_BY_CLASS_F_RECEPTORS APOB CALR HSP90AA1 HSPH1 HYOU1 SCARF1 REACTOME_SCAVENGING_OF_HEME_FROM_PLASMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCAVENGING_OF_HEME_FROM_PLASMA ALB AMBP APOA1 APOL1 CD163 HBA1 HBA2 HBB HP HPR HPX IGHA1 IGHA2 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 JCHAIN LRP1 REACTOME_SCF_BETA_TRCP_MEDIATED_DEGRADATION_OF_EMI1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCF_BETA_TRCP_MEDIATED_DEGRADATION_OF_EMI1 BTRC CDC20 CUL1 FBXO5 FZR1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 SKP1 UBA52 UBB UBC REACTOME_SCF_SKP2_MEDIATED_DEGRADATION_OF_P27_P21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SCF_SKP2_MEDIATED_DEGRADATION_OF_P27_P21 CCNA1 CCNA2 CCND1 CCNE1 CCNE2 CDK2 CDK4 CDKN1A CDKN1B CKS1B CUL1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 PTK6 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC REACTOME_SEALING_OF_THE_NUCLEAR_ENVELOPE_NE_BY_ESCRT_III https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEALING_OF_THE_NUCLEAR_ENVELOPE_NE_BY_ESCRT_III CC2D1B CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 IST1 LEMD2 SPAST TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VPS4A REACTOME_SELECTIVE_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SELECTIVE_AUTOPHAGY ARL13B ATG12 ATG5 ATG9A ATM CETN1 CFTR CSNK2A1 CSNK2A2 CSNK2B DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EPAS1 FUNDC1 HDAC6 HSF1 HSP90AA1 HSPA8 IFT88 MAP1LC3A MAP1LC3B MFN1 MFN2 MTERF3 NBR1 OPTN PARK7 PCNT PEX5 PGAM5 PINK1 PLIN2 PLIN3 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKN RPS27A SQSTM1 SRC TBK1 TOMM20 TOMM22 TOMM40 TOMM5 TOMM6 TOMM7 TOMM70 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC UBE2D2 UBE2D3 UBE2L3 UBE2N UBE2V1 ULK1 USP30 VCP VDAC1 VDAC2 VDAC3 VIM REACTOME_SELENOAMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SELENOAMINO_ACID_METABOLISM AHCY AIMP1 AIMP2 CBS CTH DARS1 EEF1E1 EEFSEC EPRS1 FAU GNMT GSR HNMT IARS1 INMT KARS1 LARS1 MARS1 MAT1A NNMT PAPSS1 PAPSS2 PSTK QARS1 RARS1 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SARS1 SCLY SECISBP2 SEPHS2 SEPSECS TXNRD1 UBA52 REACTOME_SEMA3A_PAK_DEPENDENT_AXON_REPULSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA3A_PAK_DEPENDENT_AXON_REPULSION CFL1 FES FYN HSP90AA1 HSP90AB1 LIMK1 NRP1 PAK1 PAK2 PAK3 PLXNA1 PLXNA2 PLXNA3 PLXNA4 RAC1 SEMA3A REACTOME_SEMA3A_PLEXIN_REPULSION_SIGNALING_BY_INHIBITING_INTEGRIN_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA3A_PLEXIN_REPULSION_SIGNALING_BY_INHIBITING_INTEGRIN_ADHESION FARP2 FES FYN NRP1 PIP5K1C PLXNA1 PLXNA2 PLXNA3 PLXNA4 RAC1 RND1 RRAS SEMA3A TLN1 REACTOME_SEMA4D_INDUCED_CELL_MIGRATION_AND_GROWTH_CONE_COLLAPSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA4D_INDUCED_CELL_MIGRATION_AND_GROWTH_CONE_COLLAPSE ARHGEF11 ARHGEF12 ERBB2 LIMK1 LIMK2 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 PLXNB1 RHOA RHOB RHOC RND1 ROCK1 ROCK2 SEMA4D REACTOME_SEMA4D_IN_SEMAPHORIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA4D_IN_SEMAPHORIN_SIGNALING ARHGAP35 ARHGEF11 ARHGEF12 ERBB2 LIMK1 LIMK2 MET MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 PLXNB1 RAC1 RHOA RHOB RHOC RND1 ROCK1 ROCK2 RRAS SEMA4D REACTOME_SEMA4D_MEDIATED_INHIBITION_OF_CELL_ATTACHMENT_AND_MIGRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMA4D_MEDIATED_INHIBITION_OF_CELL_ATTACHMENT_AND_MIGRATION ARHGAP35 MET PLXNB1 RAC1 RHOA RND1 RRAS SEMA4D REACTOME_SEMAPHORIN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEMAPHORIN_INTERACTIONS ARHGAP35 ARHGEF11 ARHGEF12 CD72 CDK5 CDK5R1 CFL1 CRMP1 DPYSL2 DPYSL3 DPYSL4 DPYSL5 ERBB2 FARP2 FES FYN GSK3B HSP90AA1 HSP90AB1 ITGA1 ITGB1 LIMK1 LIMK2 MET MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 NRP1 PAK1 PAK2 PAK3 PIP5K1C PLXNA1 PLXNA2 PLXNA3 PLXNA4 PLXNB1 PLXNB3 PLXNC1 PLXND1 PTPRC RAC1 RHOA RHOB RHOC RND1 ROCK1 ROCK2 RRAS SEMA3A SEMA3E SEMA4A SEMA4D SEMA5A SEMA6A SEMA6D SEMA7A TLN1 TREM2 TYROBP REACTOME_SENESCENCE_ASSOCIATED_SECRETORY_PHENOTYPE_SASP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENESCENCE_ASSOCIATED_SECRETORY_PHENOTYPE_SASP ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CEBPB CXCL8 EHMT1 EHMT2 FOS FZR1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IGFBP7 IL1A IL6 JUN MAPK1 MAPK3 MAPK7 NFKB1 RELA RPS27A RPS6KA1 RPS6KA2 RPS6KA3 STAT3 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S VENTX REACTOME_SENSING_OF_DNA_DOUBLE_STRAND_BREAKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSING_OF_DNA_DOUBLE_STRAND_BREAKS ATM KAT5 KPNA2 MRE11 NBN RAD50 REACTOME_SENSORY_PERCEPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PERCEPTION ABCA4 ACTB ACTG1 ADCY3 AGRN AKR1B10 AKR1C1 AKR1C3 AKR1C4 ANO2 APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE APOM ATP2B1 ATP2B2 AWAT2 BCO1 BCO2 BSN CABP1 CABP2 CACNA1D CACNA2D2 CACNB2 CALHM1 CALHM3 CALM1 CAMKMT CAPZA1 CAPZA2 CAPZB CASK CDH23 CHRNA10 CHRNA9 CIB2 CLIC5 CLPS CNGA1 CNGA2 CNGA4 CNGB1 CTBP2 CYP4V2 DHRS3 DHRS9 DNAJC5 EBF1 EPB41L1 EPB41L3 EPS8 EPS8L2 ESPN ESPNL EZR FNTA FNTB FSCN2 GNAL GNAT1 GNAT3 GNB1 GNB3 GNB5 GNG13 GNGT1 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPIHBP1 GRK1 GRK4 GRK7 GRM1 GRM4 GRXCR1 GRXCR2 GSN GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HSD17B1 HSD17B6 HSPG2 ITPR3 KCNJ2 KCNMA1 KCNMB1 KCNN2 KCNQ4 LDB1 LDLR LHFPL5 LHX2 LPL LRAT LRP1 LRP10 LRP12 LRP2 LRP8 LRRC52 METAP1 METAP2 MPP1 MSN MYH9 MYO15A MYO1C MYO3A MYO3B MYO7A NAPEPLD NMT1 NMT2 OPN1LW OPN1MW OPN1SW OR10A2 OR10A3 OR10A4 OR10A5 OR10A6 OR10A7 OR10AC1 OR10AD1 OR10AG1 OR10C1 OR10D3 OR10G2 OR10G3 OR10G4 OR10G6 OR10G7 OR10G8 OR10G9 OR10H1 OR10H2 OR10H3 OR10H4 OR10H5 OR10J1 OR10J3 OR10J4 OR10J5 OR10K1 OR10K2 OR10P1 OR10Q1 OR10R2 OR10S1 OR10T2 OR10V1 OR10W1 OR10X1 OR10Z1 OR11A1 OR11G2 OR11H1 OR11H2 OR11H4 OR11H6 OR11H7 OR11L1 OR12D2 OR12D3 OR13A1 OR13C2 OR13C3 OR13C4 OR13C5 OR13C8 OR13C9 OR13D1 OR13F1 OR13G1 OR13H1 OR13J1 OR14A16 OR14A2 OR14C36 OR14I1 OR14J1 OR14K1 OR1A1 OR1A2 OR1B1 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1E3 OR1F1 OR1F12P OR1G1 OR1I1 OR1J1 OR1J2 OR1J4 OR1K1 OR1L1 OR1L3 OR1L4 OR1L6 OR1L8 OR1M1 OR1N1 OR1N2 OR1P1 OR1Q1 OR1S1 OR1S2 OR2A1 OR2A12 OR2A14 OR2A2 OR2A25 OR2A4 OR2A42 OR2A5 OR2A7 OR2AE1 OR2AG1 OR2AG2 OR2AJ1 OR2AK2 OR2AP1 OR2AT4 OR2B11 OR2B2 OR2B3 OR2B6 OR2C1 OR2C3 OR2D2 OR2D3 OR2F1 OR2F2 OR2G2 OR2G3 OR2G6 OR2H1 OR2H2 OR2J1 OR2J2 OR2J3 OR2K2 OR2L13 OR2L2 OR2L3 OR2L5 OR2L8 OR2M2 OR2M3 OR2M4 OR2M5 OR2M7 OR2S2 OR2T1 OR2T10 OR2T11 OR2T12 OR2T2 OR2T27 OR2T29 OR2T3 OR2T33 OR2T34 OR2T35 OR2T4 OR2T5 OR2T6 OR2T7 OR2T8 OR2V1 OR2V2 OR2W1 OR2W3 OR2Y1 OR2Z1 OR3A1 OR3A2 OR3A3 OR4A15 OR4A16 OR4A47 OR4A5 OR4A8 OR4B1 OR4C11 OR4C12 OR4C13 OR4C15 OR4C16 OR4C3 OR4C45 OR4C46 OR4C5 OR4C6 OR4D1 OR4D10 OR4D11 OR4D2 OR4D5 OR4D6 OR4D9 OR4E1 OR4E2 OR4F15 OR4F16 OR4F17 OR4F21 OR4F29 OR4F3 OR4F4 OR4F5 OR4F6 OR4K1 OR4K13 OR4K14 OR4K15 OR4K17 OR4K2 OR4K3 OR4K5 OR4L1 OR4M1 OR4M2 OR4N2 OR4N4 OR4N5 OR4P4 OR4Q2 OR4Q3 OR4S1 OR4S2 OR4X1 OR4X2 OR51A2 OR51A4 OR51A7 OR51B2 OR51B4 OR51B5 OR51B6 OR51D1 OR51E1 OR51E2 OR51F1 OR51F2 OR51G1 OR51G2 OR51H1 OR51I1 OR51I2 OR51J1 OR51L1 OR51M1 OR51Q1 OR51S1 OR51T1 OR51V1 OR52A1 OR52A5 OR52B2 OR52B6 OR52D1 OR52E1 OR52E2 OR52E4 OR52E5 OR52E6 OR52E8 OR52H1 OR52I1 OR52I2 OR52J3 OR52K1 OR52K2 OR52L1 OR52M1 OR52N1 OR52N2 OR52N4 OR52N5 OR52R1 OR52W1 OR52Z1P OR56A1 OR56A3 OR56A4 OR56A5 OR56B1 OR56B4 OR5A1 OR5A2 OR5AC1 OR5AC2 OR5AK2 OR5AL1 OR5AN1 OR5AP2 OR5AR1 OR5AS1 OR5AU1 OR5B12 OR5B17 OR5B2 OR5B21 OR5B3 OR5C1 OR5D13 OR5D14 OR5D16 OR5D18 OR5F1 OR5G3 OR5H1 OR5H14 OR5H15 OR5H2 OR5H6 OR5I1 OR5J2 OR5K1 OR5K2 OR5K3 OR5K4 OR5L1 OR5L2 OR5M1 OR5M10 OR5M11 OR5M3 OR5M8 OR5M9 OR5P2 OR5P3 OR5T1 OR5T2 OR5T3 OR5V1 OR5W2 OR6A2 OR6B1 OR6B2 OR6B3 OR6C1 OR6C2 OR6C3 OR6C4 OR6C6 OR6C65 OR6C68 OR6C70 OR6C74 OR6C75 OR6C76 OR6F1 OR6J1 OR6K2 OR6K3 OR6K6 OR6M1 OR6N1 OR6N2 OR6P1 OR6Q1 OR6S1 OR6T1 OR6V1 OR6X1 OR6Y1 OR7A10 OR7A17 OR7A5 OR7C1 OR7C2 OR7D2 OR7D4 OR7E24 OR7G1 OR7G2 OR7G3 OR8A1 OR8B12 OR8B2 OR8B3 OR8B4 OR8B8 OR8D1 OR8D2 OR8D4 OR8G1 OR8G5 OR8H1 OR8H2 OR8H3 OR8I2 OR8J1 OR8J2 OR8J3 OR8K1 OR8K3 OR8K5 OR8S1 OR8U1 OR8U3 OR8U8 OR8U9 OR9A2 OR9A4 OR9G1 OR9G4 OR9G9 OR9I1 OR9K2 OR9Q1 OR9Q2 OTOF OTOG OTOGL OTOP1 PCDH15 PCLO PDE6A PDE6B PDE6G PJVK PLB1 PLCB2 PLS1 PNLIP PPEF1 PRKCA PRKCQ RAB3A RBP1 RBP2 RBP3 RBP4 RCVRN RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 RDX REEP1 RETSAT RGS9 RGS9BP RHO RIPOR2 RLBP1 RPE65 RTP1 RTP2 SAG SCN1B SCN2A SCN2B SCN3A SCN4B SCN9A SCNN1A SCNN1B SCNN1D SCNN1G SDC1 SDC2 SDC3 SDC4 SDR9C7 SLC17A8 SLC24A1 SLC26A5 SNAP25 SPTAN1 SPTBN1 STRA6 STRC STX1A SYN1 SYP TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R7 TAS2R8 TMC1 TMC2 TMIE TPRN TRIOBP TRPM4 TRPM5 TTR TWF1 TWF2 USH1C USH1G VAMP2 WHRN XIRP2 REACTOME_SENSORY_PERCEPTION_OF_SALTY_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PERCEPTION_OF_SALTY_TASTE CALHM1 CALHM3 SCNN1A SCNN1B SCNN1D SCNN1G REACTOME_SENSORY_PERCEPTION_OF_TASTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PERCEPTION_OF_TASTE CALHM1 CALHM3 GNAT3 GNB1 GNB3 GNG13 GRM1 GRM4 ITPR3 KCNJ2 OTOP1 PLCB2 SCN1B SCN2A SCN2B SCN3A SCN4B SCN9A SCNN1A SCNN1B SCNN1D SCNN1G TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R7 TAS2R8 TRPM4 TRPM5 REACTOME_SENSORY_PROCESSING_OF_SOUND https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PROCESSING_OF_SOUND ACTB ACTG1 ATP2B1 ATP2B2 BSN CABP1 CABP2 CACNA1D CACNA2D2 CACNB2 CAPZA1 CAPZA2 CAPZB CASK CDH23 CHRNA10 CHRNA9 CIB2 CLIC5 CTBP2 DNAJC5 EPB41L1 EPB41L3 EPS8 EPS8L2 ESPN ESPNL EZR FSCN2 GRXCR1 GRXCR2 GSN KCNMA1 KCNMB1 KCNN2 KCNQ4 LHFPL5 LRRC52 MPP1 MSN MYH9 MYO15A MYO1C MYO3A MYO3B MYO7A OTOF OTOG OTOGL PCDH15 PCLO PJVK PLS1 RAB3A RDX RIPOR2 SLC17A8 SLC26A5 SNAP25 SPTAN1 SPTBN1 STRC STX1A SYN1 SYP TMC1 TMC2 TMIE TPRN TRIOBP TWF1 TWF2 USH1C USH1G VAMP2 WHRN XIRP2 REACTOME_SENSORY_PROCESSING_OF_SOUND_BY_OUTER_HAIR_CELLS_OF_THE_COCHLEA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SENSORY_PROCESSING_OF_SOUND_BY_OUTER_HAIR_CELLS_OF_THE_COCHLEA ACTB ACTG1 ATP2B2 CASK CDH23 CHRNA10 CHRNA9 CIB2 CLIC5 EPB41L1 EPB41L3 EPS8 EPS8L2 ESPN ESPNL EZR FSCN2 GRXCR1 GRXCR2 GSN KCNMA1 KCNMB1 KCNN2 KCNQ4 LHFPL5 MPP1 MSN MYH9 MYO15A MYO1C MYO3A MYO3B MYO7A OTOG OTOGL PCDH15 PJVK PLS1 RDX RIPOR2 SLC26A5 SPTAN1 SPTBN1 STRC TMC1 TMC2 TMIE TPRN TRIOBP TWF1 TWF2 USH1C USH1G WHRN XIRP2 REACTOME_SEPARATION_OF_SISTER_CHROMATIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEPARATION_OF_SISTER_CHROMATIDS AHCTF1 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 AURKB B9D2 BIRC5 BUB1 BUB1B BUB3 CDC16 CDC20 CDC23 CDC26 CDC27 CDCA5 CDCA8 CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CKAP5 CLASP1 CLASP2 CLIP1 DSN1 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ERCC6L ESPL1 HDAC8 INCENP ITGB3BP KIF18A KIF2A KIF2B KIF2C KNL1 KNTC1 MAD1L1 MAD2L1 MAPRE1 MIS12 NDC80 NDE1 NDEL1 NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 PAFAH1B1 PDS5A PDS5B PLK1 PMF1 PPP1CC PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTTG1 RAD21 RANBP2 RANGAP1 RCC2 RPS27 RPS27A SEC13 SEH1L SEM1 SGO1 SGO2 SKA1 SKA2 SMC1A SMC3 SPC24 SPC25 SPDL1 STAG1 STAG2 TAOK1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S WAPL XPO1 ZW10 ZWILCH ZWINT REACTOME_SERINE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SERINE_BIOSYNTHESIS PHGDH PSAT1 PSPH SERINC1 SERINC2 SERINC3 SERINC4 SERINC5 SRR REACTOME_SEROTONIN_AND_MELATONIN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEROTONIN_AND_MELATONIN_BIOSYNTHESIS AANAT ASMT DDC TPH1 TPH2 REACTOME_SEROTONIN_NEUROTRANSMITTER_RELEASE_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEROTONIN_NEUROTRANSMITTER_RELEASE_CYCLE CPLX1 PPFIA1 PPFIA2 PPFIA3 PPFIA4 RAB3A RIMS1 SLC18A2 SNAP25 STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 TSPOAP1 UNC13B VAMP2 REACTOME_SEROTONIN_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SEROTONIN_RECEPTORS HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 REACTOME_SHC1_EVENTS_IN_EGFR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC1_EVENTS_IN_EGFR_SIGNALING AREG BTC EGF EGFR EPGN EREG GRB2 HBEGF HRAS KRAS NRAS SHC1 SOS1 TGFA REACTOME_SHC1_EVENTS_IN_ERBB2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC1_EVENTS_IN_ERBB2_SIGNALING BTC EGF EGFR ERBB2 ERBB3 ERBB4 EREG GRB2 HBEGF HRAS KRAS NRAS NRG1 NRG2 NRG3 NRG4 PRKCA PRKCD PRKCE PTPN12 SHC1 SOS1 REACTOME_SHC1_EVENTS_IN_ERBB4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC1_EVENTS_IN_ERBB4_SIGNALING BTC ERBB4 EREG GRB2 HBEGF HRAS KRAS NRAS NRG1 NRG2 NRG3 NRG4 SHC1 SOS1 REACTOME_SHC_MEDIATED_CASCADE_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC_MEDIATED_CASCADE_FGFR1 FGF1 FGF10 FGF17 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 GRB2 HRAS KL KRAS NRAS SHC1 SOS1 REACTOME_SHC_MEDIATED_CASCADE_FGFR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC_MEDIATED_CASCADE_FGFR3 FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 GRB2 HRAS KRAS NRAS SHC1 SOS1 REACTOME_SHC_MEDIATED_CASCADE_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC_MEDIATED_CASCADE_FGFR4 FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 GRB2 HRAS KLB KRAS NRAS SHC1 SOS1 REACTOME_SHC_RELATED_EVENTS_TRIGGERED_BY_IGF1R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SHC_RELATED_EVENTS_TRIGGERED_BY_IGF1R GRB2 HRAS IGF1 IGF1R IGF2 KRAS NRAS SHC1 SOS1 REACTOME_SIALIC_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIALIC_ACID_METABOLISM CMAS CTSA GLB1 GNE NANP NANS NEU1 NEU2 NEU3 NEU4 NPL SLC17A5 SLC35A1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 REACTOME_SIGNALING_BY_ACTIVATED_POINT_MUTANTS_OF_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ACTIVATED_POINT_MUTANTS_OF_FGFR1 FGF1 FGF17 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 REACTOME_SIGNALING_BY_ACTIVIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ACTIVIN ACVR1B ACVR1C ACVR2A ACVR2B DRAP1 FOXH1 FST FSTL3 INHA INHBA INHBB MAPK1 MAPK3 SMAD2 SMAD3 SMAD4 TGFBR3 REACTOME_SIGNALING_BY_ALK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ALK ALK ALKAL1 ALKAL2 CD274 DNMT1 EP300 FRS2 HDAC1 HDAC2 HDAC3 HIF1A IL2RG IRS1 JAK3 MDK MYC MYCN PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PRDM1 PTN PTPN6 PTPRZ1 SHC1 SIN3A SRC STAT3 REACTOME_SIGNALING_BY_ALK_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ALK_IN_CANCER AGO1 AGO2 AGO3 AGO4 ALK ATIC BCL11A BCL2A1 BIRC6 CARS1 CCNB1 CDKN1A CEBPB CLTC CUL1 DCTN1 DNMT1 EEF1G EIF2AK3 EML4 FN1 FOXM1 FRS2 FRS3 GCC2 GRB2 GZMB HDAC1 HIP1 ICOS IL10 IL10RA IL22 IRF4 IRS1 JUN JUNB KIF5B KLC1 LMO7 MAPK1 MAPK3 MAPK8 MAPK9 MCL1 MDM2 MECP2 MIR21 MOV10 MSN MYH9 NOTCH1 NPM1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PPFIBP1 PPM1B PRF1 PRKAR1A PTPN6 RANBP2 RB1 RBX1 RNF213 RPS27A RPS6 RRBP1 SEC31A SHC1 SKP1 SQSTM1 STAT1 STAT3 STAT5A STRN TFG TNRC6C TP53 TPM3 TPM4 TPR TWIST1 TYK2 UBA52 UBB UBC VCL WDCP ZAP70 ZC3HC1 REACTOME_SIGNALING_BY_BMP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_BMP ACVR2A ACVR2B ACVRL1 AMH AMHR2 BMP10 BMP2 BMPR1A BMPR1B BMPR2 CER1 CHRDL1 FSTL1 GDF2 GREM2 INHA INHBA NOG SKI SMAD1 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 TGFBR3 UBE2D1 UBE2D3 ZFYVE16 REACTOME_SIGNALING_BY_BRAF_AND_RAF1_FUSIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_BRAF_AND_RAF1_FUSIONS ACTB ACTG1 AGGF1 AGK AGTRAP AKAP9 AP3B1 APBB1IP ARAF ARRB1 ARRB2 ATG7 BCL2L11 BRAF CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CLCN6 CNKSR1 CNKSR2 CSK ESRP1 FAM114A2 FAM131B FGA FGB FGG FN1 FXR1 HRAS IQGAP1 ITGA2B ITGB3 JAK2 KDM7A KIAA1549 KRAS KSR1 KSR2 LMNA MAP2K1 MAP2K2 MAPK1 MAPK3 MARK3 MPRIP NRAS PAPSS1 PEBP1 QKI RAF1 RAP1A RAP1B SND1 SRC TENT4A TLN1 TRAK1 TRIM24 VCL VWF YWHAB ZC3HAV1 REACTOME_SIGNALING_BY_CSF1_M_CSF_IN_MYELOID_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_CSF1_M_CSF_IN_MYELOID_CELLS CBL CSF1 CSF1R FYN GAB2 GAB3 GRAP2 GRB2 HCK IL34 INPP5D INPPL1 KRAS LYN PIK3CA PIK3CB PIK3CD PIK3R1 PLCG2 PTPN11 RPS27A SHC1 SOS1 SRC STAT1 STAT3 THOC5 UBA52 UBB UBC YES1 REACTOME_SIGNALING_BY_CSF3_G_CSF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_CSF3_G_CSF CSF3 CSF3R CUL5 ELOB ELOC GAB2 GRB2 HCK JAK1 JAK2 KRAS LYN PTPN11 RNF7 RPS27A SHC1 SOCS1 SOCS3 STAT1 STAT3 STAT5A STAT5B SYK TYK2 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 REACTOME_SIGNALING_BY_CTNNB1_PHOSPHO_SITE_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_CTNNB1_PHOSPHO_SITE_MUTANTS AMER1 APC AXIN1 CSNK1A1 CTNNB1 GSK3B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E REACTOME_SIGNALING_BY_CYTOSOLIC_FGFR1_FUSION_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_CYTOSOLIC_FGFR1_FUSION_MUTANTS BCR CEP43 CNTRL CPSF6 CUX1 FGFR1OP2 GAB2 GRB2 LRRFIP1 MYO18A PIK3CA PIK3R1 STAT1 STAT3 STAT5A STAT5B TRIM24 ZMYM2 REACTOME_SIGNALING_BY_EGFR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_EGFR AAMP ADAM10 ADAM12 ADAM17 AREG ARHGEF7 BTC CBL CDC42 CSK EGF EGFR EPGN EPN1 EPS15 EPS15L1 EREG FAM83A FAM83B FAM83D GAB1 GRB2 HBEGF HGS HRAS KRAS LRIG1 NRAS PAG1 PIK3CA PIK3R1 PLCG1 PTPN11 PTPN12 PTPN3 PTPRK PXN RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHC1 SOS1 SPRY1 SPRY2 SRC STAM STAM2 TGFA UBA52 UBB UBC REACTOME_SIGNALING_BY_EGFR_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_EGFR_IN_CANCER AREG BTC CBL CDC37 EGF EGFR EPGN EREG GAB1 GRB2 HBEGF HRAS HSP90AA1 KRAS NRAS PIK3CA PIK3R1 PLCG1 RPS27A SHC1 SOS1 TGFA UBA52 UBB UBC REACTOME_SIGNALING_BY_ERBB2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERBB2 AKT1 AKT2 AKT3 BTC CDC37 CUL5 DIAPH1 EGF EGFR ERBB2 ERBB3 ERBB4 ERBIN EREG FYN GAB1 GRB2 GRB7 HBEGF HRAS HSP90AA1 KRAS MATK MEMO1 NRAS NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3R1 PLCG1 PRKCA PRKCD PRKCE PTK6 PTPN12 PTPN18 RHOA RNF41 RPS27A SHC1 SOS1 SRC STUB1 UBA52 UBB UBC USP8 YES1 REACTOME_SIGNALING_BY_ERBB2_ECD_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERBB2_ECD_MUTANTS CDC37 EGF EGFR ERBB2 ERBIN GAB1 GRB2 HRAS HSP90AA1 KRAS NRAS PIK3CA PIK3R1 PLCG1 SHC1 SOS1 REACTOME_SIGNALING_BY_ERBB2_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERBB2_IN_CANCER BTC CDC37 EGF EGFR ERBB2 ERBB3 ERBB4 ERBIN EREG GAB1 GRB2 HBEGF HRAS HSP90AA1 KRAS NRAS NRG1 NRG2 NRG3 NRG4 PIK3CA PIK3R1 PLCG1 PTPN12 SHC1 SOS1 REACTOME_SIGNALING_BY_ERBB4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERBB4 ADAM17 ADAP1 APH1A APH1B APOE BTC CSN2 CXCL12 DLG4 EGF EGFR ERBB3 ERBB4 EREG ESR1 GABRA1 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GFAP GRB2 HBEGF HRAS ITCH KRAS MXD4 NCOR1 NCSTN NEDD4 NRAS NRG1 NRG2 NRG3 NRG4 PGR PIK3CA PIK3R1 PSEN1 PSEN2 PSENEN RPS27A S100B SHC1 SOS1 SPARC SRC STAT5A STMN1 TAB2 UBA52 UBB UBC WWOX WWP1 YAP1 REACTOME_SIGNALING_BY_ERYTHROPOIETIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ERYTHROPOIETIN CRKL EPO EPOR GAB1 GRB2 HRAS IRS2 JAK2 KRAS LYN NRAS PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R5 PLCG1 PLCG2 RAPGEF1 SHC1 SOS1 STAT5A STAT5B VAV1 REACTOME_SIGNALING_BY_FGFR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR ANOS1 BRAF CBL ESRP1 ESRP2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FLRT1 FLRT2 FLRT3 FRS2 FRS3 GAB1 GALNT3 GIPC1 GRB2 GTF2F1 GTF2F2 HNRNPA1 HNRNPF HNRNPH1 HNRNPM HRAS KL KLB KRAS MAPK1 MAPK3 MKNK1 NCBP1 NCBP2 NRAS PIK3CA PIK3R1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPP2CA PPP2CB PPP2R1A PTBP1 PTPN11 RBFOX2 RPS27A SHC1 SOS1 SPRED1 SPRED2 SPRY2 SRC TGFBR3 TIA1 TIAL1 UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR1 ANOS1 BRAF CBL FGF1 FGF10 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FGFRL1 FLRT1 FLRT2 FLRT3 FRS2 FRS3 GAB1 GIPC1 GRB2 HRAS KL KRAS MAPK1 MAPK3 MKNK1 NRAS PIK3CA PIK3R1 PLCG1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SHC1 SOS1 SPRED1 SPRED2 SPRY2 SRC TGFBR3 UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR1_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR1_IN_DISEASE BAG4 BCR CEP43 CNTRL CPSF6 CUX1 ERLIN2 FGF1 FGF17 FGF2 FGF20 FGF23 FGF4 FGF5 FGF6 FGF8 FGF9 FGFR1 FGFR1OP2 FRS2 GAB1 GAB2 GRB2 HRAS KRAS LRRFIP1 MYO18A NRAS PIK3CA PIK3R1 PLCG1 SOS1 STAT1 STAT3 STAT5A STAT5B TRIM24 ZMYM2 REACTOME_SIGNALING_BY_FGFR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR2 BRAF CBL ESRP1 ESRP2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR2 FRS2 FRS3 GAB1 GRB2 GTF2F1 GTF2F2 HNRNPA1 HNRNPF HNRNPH1 HNRNPM HRAS KRAS MAPK1 MAPK3 MKNK1 NCBP1 NCBP2 NRAS PIK3CA PIK3R1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPP2CA PPP2CB PPP2R1A PTBP1 PTPN11 RBFOX2 RPS27A SHC1 SOS1 SPRY2 SRC TIA1 TIAL1 UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR2_IIIA_TM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR2_IIIA_TM FGF1 FGF2 FGFR2 GTF2F1 GTF2F2 NCBP1 NCBP2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L REACTOME_SIGNALING_BY_FGFR2_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR2_IN_DISEASE FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR2 FRS2 GAB1 GRB2 GTF2F1 GTF2F2 HRAS KRAS NCBP1 NCBP2 NRAS PIK3CA PIK3R1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SOS1 REACTOME_SIGNALING_BY_FGFR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR3 BRAF CBL FGF1 FGF16 FGF17 FGF18 FGF2 FGF20 FGF23 FGF4 FGF5 FGF8 FGF9 FGFR3 FRS2 FRS3 GAB1 GALNT3 GRB2 HRAS KRAS MAPK1 MAPK3 MKNK1 NRAS PIK3CA PIK3R1 PLCG1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SHC1 SOS1 SPRY2 SRC UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR4 BRAF CBL FGF1 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF23 FGF4 FGF6 FGF8 FGF9 FGFR4 FRS2 FRS3 GAB1 GRB2 HRAS KLB KRAS MAPK1 MAPK3 MKNK1 NRAS PIK3CA PIK3R1 PLCG1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SHC1 SOS1 SPRY2 SRC UBA52 UBB UBC REACTOME_SIGNALING_BY_FGFR4_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR4_IN_DISEASE FGFR4 FRS2 GAB1 GRB2 HRAS KRAS NRAS PIK3CA PIK3R1 PLCG1 SOS1 REACTOME_SIGNALING_BY_FGFR_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FGFR_IN_DISEASE BAG4 BCR CEP43 CNTRL CPSF6 CUX1 ERLIN2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR1OP2 FGFR2 FGFR3 FGFR4 FRS2 GAB1 GAB2 GRB2 GTF2F1 GTF2F2 HRAS KRAS LRRFIP1 MYO18A NCBP1 NCBP2 NRAS PIK3CA PIK3R1 PLCG1 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L SOS1 STAT1 STAT3 STAT5A STAT5B TRIM24 ZMYM2 REACTOME_SIGNALING_BY_FLT3_FUSION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FLT3_FUSION_PROTEINS CDKN1A ETV6 GAB2 GOLGB1 GRB2 HRAS KRAS MYO18A NOX4 NRAS PIK3CA PIK3R1 PIM1 SOS1 SPTBN1 STAT5A STAT5B TRIP11 ZMYM2 REACTOME_SIGNALING_BY_FLT3_ITD_AND_TKD_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_FLT3_ITD_AND_TKD_MUTANTS BCL2L1 CDKN1A FLT3 GAB2 GRB2 HRAS KRAS NOX4 NRAS PIK3CA PIK3R1 PIM1 PTPN11 SOS1 STAT5A STAT5B REACTOME_SIGNALING_BY_GPCR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_GPCR ABHD12 ABHD6 ABR ACKR1 ACKR2 ACKR3 ACKR4 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADCYAP1 ADCYAP1R1 ADGRE1 ADGRE2 ADGRE3 ADGRE5 ADM ADM2 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGT AGTR1 AGTR2 AHCYL1 AKAP13 AKT1 AKT2 AKT3 ANXA1 APLN APLNR APP ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF3 ARHGEF33 ARHGEF35 ARHGEF37 ARHGEF38 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 ARRB1 ARRB2 AVP AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 BTK C3 C3AR1 C5 C5AR1 C5AR2 CALCA CALCB CALCR CALCRL CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASR CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL16 CCL17 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL25 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CD55 CDC42 CDK5 CGA CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CNR1 CNR2 CORT CREB1 CRH CRHBP CRHR1 CRHR2 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 CYSLTR1 CYSLTR2 DAGLA DAGLB DGKA DGKB DGKD DGKE DGKG DGKH DGKI DGKK DGKQ DGKZ DHH DRD1 DRD2 DRD3 DRD4 DRD5 ECE1 ECE2 ECT2 EDN1 EDN2 EDN3 EDNRA EDNRB EGFR F2 F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FFAR4 FGD1 FGD2 FGD3 FGD4 FN1 FPR1 FPR2 FPR3 FSHB FSHR FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GABBR1 GABBR2 GAL GALR1 GALR2 GALR3 GAST GCG GCGR GHRH GHRHR GHRL GHSR GIP GIPR GLP1R GLP2R GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAQ GNAS GNAT1 GNAT2 GNAT3 GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GNRH1 GNRH2 GNRHR GPBAR1 GPER1 GPHA2 GPHB5 GPR132 GPR143 GPR15 GPR150 GPR17 GPR176 GPR18 GPR183 GPR20 GPR25 GPR27 GPR31 GPR32 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR45 GPR55 GPR65 GPR68 GPR83 GPR84 GPRC6A GPSM1 GPSM2 GPSM3 GRB2 GRK2 GRK3 GRK5 GRK6 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 GRP GRPR HBEGF HCAR1 HCAR2 HCAR3 HCRT HCRTR1 HCRTR2 HEBP1 HRAS HRH1 HRH2 HRH3 HRH4 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 IAPP IHH INSL3 INSL5 ITGA5 ITGB1 ITPR1 ITPR2 ITPR3 ITSN1 KALRN KEL KISS1 KISS1R KNG1 KPNA2 KRAS LHB LHCGR LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LTB4R LTB4R2 MAPK1 MAPK3 MAPK7 MC1R MC2R MC3R MC4R MC5R MCF2 MCF2L MCHR1 MCHR2 MGLL MLN MLNR MMP3 MTNR1A MTNR1B NBEA NET1 NGEF NLN NMB NMBR NMS NMU NMUR1 NMUR2 NPB NPBWR1 NPBWR2 NPFF NPFFR1 NPFFR2 NPS NPSR1 NPW NPY NPY1R NPY2R NPY4R NPY5R NRAS NTS NTSR1 NTSR2 OBSCN OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPN5 OPRD1 OPRK1 OPRL1 OPRM1 OXER1 OXGR1 OXT OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 PAK1 PCP2 PDE10A PDE11A PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B PDPK1 PDYN PENK PF4 PIK3CA PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PLA2G4A PLCB1 PLCB2 PLCB3 PLCB4 PLEKHG2 PLEKHG5 PLPPR1 PLPPR2 PLPPR3 PLPPR4 PLPPR5 PLXNB1 PMCH PNOC POMC PPBP PPP1CA PPP1R1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PPP3CA PPP3CB PPP3CC PPP3R1 PPY PREX1 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKX PRLH PRLHR PROK1 PROK2 PROKR1 PROKR2 PSAP PTAFR PTCH1 PTCH2 PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR PTH PTH1R PTH2 PTH2R PTHLH PYY QRFP QRFPR RAMP1 RAMP2 RAMP3 RASGRF2 RASGRP1 RASGRP2 RGR RGS1 RGS10 RGS11 RGS12 RGS13 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS21 RGS22 RGS3 RGS4 RGS5 RGS6 RGS7 RGS8 RGS9 RGSL1 RHO RHOA RHOB RHOC RLN2 RLN3 ROCK1 ROCK2 RPS6KA1 RPS6KA2 RPS6KA3 RRH RXFP1 RXFP2 RXFP3 RXFP4 S1PR1 S1PR2 S1PR3 S1PR4 S1PR5 SAA1 SCT SCTR SHC1 SHH SMO SOS1 SOS2 SRC SST SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TAAR1 TAAR2 TAAR5 TAAR6 TAAR8 TAAR9 TAC1 TAC3 TACR1 TACR2 TACR3 TAS1R1 TAS1R2 TAS1R3 TAS2R1 TAS2R10 TAS2R13 TAS2R14 TAS2R16 TAS2R19 TAS2R20 TAS2R3 TAS2R30 TAS2R31 TAS2R38 TAS2R39 TAS2R4 TAS2R40 TAS2R41 TAS2R42 TAS2R43 TAS2R46 TAS2R5 TAS2R50 TAS2R60 TAS2R7 TAS2R8 TAS2R9 TBXA2R TIAM1 TIAM2 TRH TRHR TRIO TRPC3 TRPC6 TRPC7 TSHB TSHR UCN UCN2 UCN3 UTS2 UTS2B UTS2R VAV1 VAV2 VAV3 VIP VIPR1 VIPR2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XCL1 XCL2 XCR1 XK REACTOME_SIGNALING_BY_HEDGEHOG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_HEDGEHOG ADAM17 ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ARRB1 ARRB2 BOC BTRC CDC73 CDON CSNK1A1 CUL1 CUL3 DERL2 DHH DISP2 DYNC2H1 DZIP1 EFCAB7 ERLEC1 EVC EVC2 FUZ GAS1 GAS8 GLI1 GLI2 GLI3 GNAS GPC5 GPR161 GRK2 GSK3B HHAT HHIP IFT122 IFT140 IFT172 IFT52 IFT57 IFT88 IHH INTU IQCE ITCH KIF3A KIF7 MKS1 NOTUM NUMB OFD1 OS9 P4HB PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTCH1 PTCH2 RBX1 RPGRIP1L RPS27A SCUBE2 SEL1L SEM1 SHH SKP1 SMO SMURF1 SMURF2 SPOP SPOPL SUFU SYVN1 TTC21B TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA4A TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TULP3 UBA52 UBB UBC ULK3 VCP WDR19 WDR35 REACTOME_SIGNALING_BY_HIPPO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_HIPPO AMOT AMOTL1 AMOTL2 CASP3 DVL2 LATS1 LATS2 MOB1A MOB1B NPHP4 SAV1 STK3 STK4 TJP1 TJP2 WWC1 WWTR1 YAP1 YWHAB YWHAE REACTOME_SIGNALING_BY_INSULIN_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_INSULIN_RECEPTOR AKT2 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H CTSD FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 GAB1 GAB2 GRB10 GRB2 HRAS IDE INS INSR IRS1 IRS2 KL KLB KRAS MAPK1 MAPK3 NRAS PDE3B PDPK1 PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PTPN1 PTPN11 PTPRF SHC1 SOS1 TCIRG1 THEM4 TLR9 TRIB3 REACTOME_SIGNALING_BY_INTERLEUKINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_INTERLEUKINS AGER AIP AKT1 ALOX15 ALOX5 ALPK1 ANXA1 ANXA2 APP ARF1 ATF1 ATF2 BATF BCL2 BCL2L1 BCL6 BIRC5 BLNK BOLA2 BOLA2B BRWD1 BTRC CA1 CANX CAPZA1 CASP1 CASP3 CASP8 CBL CCL11 CCL19 CCL2 CCL20 CCL22 CCL3 CCL3L3 CCL4 CCL5 CCND1 CCR1 CCR2 CCR5 CD36 CD4 CD80 CD86 CDC42 CDKN1A CEBPD CFL1 CHUK CISH CLCF1 CNN2 CNTF CNTFR COL1A2 CREB1 CRK CRKL CRLF1 CRLF2 CSF1 CSF1R CSF2 CSF2RA CSF2RB CSF3 CSF3R CTF1 CTSG CUL1 CXCL1 CXCL10 CXCL2 CXCL8 DUSP3 DUSP4 DUSP6 DUSP7 EBI3 ELK1 F13A1 FASLG FBXW11 FCER2 FGF2 FN1 FOS FOXO1 FOXO3 FPR1 FSCN1 FYN GAB2 GATA3 GRB2 GSDMD GSTA2 GSTO1 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HAVCR2 HCK HGF HIF1A HMGB1 HMOX1 HNRNPA2B1 HNRNPDL HNRNPF HSP90AA1 HSP90B1 HSPA8 HSPA9 ICAM1 IFNG IFNL1 IFNL2 IFNL3 IFNLR1 IGHE IGHG1 IGHG4 IKBIP IKBKB IKBKG IL10 IL10RA IL10RB IL11 IL11RA IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15 IL15RA IL16 IL17A IL17C IL17F IL17RA IL17RB IL17RC IL17RE IL18 IL18BP IL18R1 IL18RAP IL19 IL1A IL1B IL1F10 IL1R1 IL1R2 IL1RAP IL1RAPL1 IL1RL1 IL1RL2 IL1RN IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL22RA2 IL23A IL23R IL24 IL25 IL26 IL27 IL27RA IL2RA IL2RB IL2RG IL3 IL31 IL31RA IL32 IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 IL9R INPP5D INPPL1 IRAK1 IRAK2 IRAK3 IRAK4 IRF4 IRS1 IRS2 ITGAM ITGAX ITGB1 ITGB2 JAK1 JAK2 JAK3 JUN JUNB LAMA5 LBP LCK LCN2 LCP1 LGALS9 LIF LIFR LMNB1 LRRC14 LYN MAOA MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K3 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MCL1 MEF2A MEF2C MIF MMP1 MMP2 MMP3 MMP9 MSN MTAP MUC1 MYC MYD88 N4BP1 NANOG NDN NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 NOS2 OPRD1 OPRM1 OSM OSMR P4HB PAK2 PDCD4 PELI1 PELI2 PELI3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIM1 PITPNA POMC POU2F1 PPIA PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRKACA PRTN3 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTAFR PTGS2 PTK2B PTPN11 PTPN12 PTPN13 PTPN14 PTPN18 PTPN2 PTPN20 PTPN23 PTPN4 PTPN5 PTPN6 PTPN7 PTPN9 PTPRZ1 RAG1 RAG2 RALA RAP1B RAPGEF1 RBX1 RELA RHOU RIPK2 RORA RORC RPLP0 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A12 S100B S1PR1 SAA1 SDC1 SEM1 SERPINB2 SHC1 SIGIRR SKP1 SMAD3 SMARCA4 SNAP25 SNRPA1 SOCS1 SOCS2 SOCS3 SOCS5 SOD1 SOD2 SOS1 SOS2 SOX2 SQSTM1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 STX1A STX3 STX4 STXBP2 SYK TAB1 TAB2 TAB3 TALDO1 TBK1 TCP1 TEC TGFB1 TIFA TIMP1 TNF TNFRSF1A TNFRSF1B TNIP2 TOLLIP TP53 TRAF2 TRAF6 TSLP TWIST1 TXLNA TYK2 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 VAMP2 VAMP7 VAV1 VCAM1 VEGFA VIM VRK3 YES1 YWHAZ ZEB1 REACTOME_SIGNALING_BY_KIT_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_KIT_IN_DISEASE FYN GRB2 HRAS JAK2 KIT KRAS LCK LYN NRAS PIK3CA PIK3R1 PIK3R2 PIK3R3 SOS1 SRC STAT1 STAT3 STAT5A STAT5B YES1 REACTOME_SIGNALING_BY_LEPTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_LEPTIN IRS1 IRS2 JAK2 LEP LEPR PTPN11 SH2B1 SOCS3 STAT3 STAT5A STAT5B REACTOME_SIGNALING_BY_LRP5_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_LRP5_MUTANTS DKK1 DKK2 DKK4 KREMEN1 KREMEN2 LRP5 REACTOME_SIGNALING_BY_LTK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_LTK ALKAL1 ALKAL2 GRB2 IRS1 LTK PIK3CA PIK3CB PIK3R1 PIK3R2 SHC1 SOS1 TNK2 REACTOME_SIGNALING_BY_LTK_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_LTK_IN_CANCER CLIP1 MAPK1 MAPK3 PIK3CA PIK3CB PIK3R1 PIK3R2 REACTOME_SIGNALING_BY_MAPK_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MAPK_MUTANTS DUSP10 DUSP16 DUSP6 DUSP7 DUSP8 DUSP9 MAPK1 REACTOME_SIGNALING_BY_MEMBRANE_TETHERED_FUSIONS_OF_PDGFRA_OR_PDGFRB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MEMBRANE_TETHERED_FUSIONS_OF_PDGFRA_OR_PDGFRB BIN2 ETV6 GOLGA4 KANK1 KDR REACTOME_SIGNALING_BY_MET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MET ARF6 CBL COL11A1 COL11A2 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL5A1 COL5A2 COL5A3 CRK CRKL DOCK7 EPS15 FN1 GAB1 GGA3 GRB2 HGF HGFAC HGS HPN HRAS ITGA2 ITGA3 ITGB1 KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LRIG1 MET MUC20 NRAS PIK3CA PIK3R1 PTK2 PTPN1 PTPN11 PTPN2 PTPRJ RAB4A RAB4B RAC1 RANBP10 RANBP9 RAP1A RAP1B RAPGEF1 RPS27A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHC1 SOS1 SPINT1 SPINT2 SRC STAM STAM2 STAT3 TNS3 TNS4 UBA52 UBB UBC USP8 REACTOME_SIGNALING_BY_MODERATE_KINASE_ACTIVITY_BRAF_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MODERATE_KINASE_ACTIVITY_BRAF_MUTANTS ACTB ACTG1 APBB1IP ARAF ARRB1 ARRB2 BRAF BRAP CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CNKSR1 CNKSR2 CSK FGA FGB FGG FN1 HRAS IQGAP1 ITGA2B ITGB3 JAK2 KRAS KSR1 KSR2 MAP2K1 MAP2K2 MAP3K11 MAPK1 MAPK3 MARK3 NRAS PEBP1 PHB1 RAF1 RAP1A RAP1B SRC TLN1 VCL VWF YWHAB REACTOME_SIGNALING_BY_MRAS_COMPLEX_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MRAS_COMPLEX_MUTANTS ARAF BRAF MRAS PPP1CB PPP1CC RAF1 SHOC2 YWHAB REACTOME_SIGNALING_BY_MST1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_MST1 HPN MST1 MST1R SPINT1 SPINT2 REACTOME_SIGNALING_BY_NODAL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NODAL ACVR1B ACVR1C ACVR2A ACVR2B CER1 CFC1 CRIPTO CRIPTO3 DAND5 DRAP1 FOXH1 FOXO3 FURIN GDF1 LEFTY1 LEFTY2 MAPK1 MAPK3 NODAL PCSK6 SMAD2 SMAD3 SMAD4 REACTOME_SIGNALING_BY_NOTCH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH ACTA2 ADAM10 ADAM17 AGO1 AGO2 AGO3 AGO4 AKT1 APH1A APH1B ARRB1 ARRB2 ATP2A1 ATP2A2 ATP2A3 B4GALT1 CCNC CCND1 CDK8 CNTN1 CREB1 CREBBP CUL1 DLGAP5 DLK1 DLL1 DLL4 DNER DTX1 DTX2 DTX4 E2F1 E2F3 EGF EGFR ELF3 EP300 FABP7 FBXW7 FCER2 FLT4 FURIN GZMB H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL HIF1A IKZF1 ITCH JAG1 JAG2 JUN KAT2A KAT2B LFNG MAML1 MAML2 MAML3 MAMLD1 MDK MFNG MIB1 MIB2 MIR150 MIR181C MIR200B MIR200C MIR206 MIR302A MIR34B MIR34C MIR449A MIR449B MIR449C MOV10 MYC NBEA NCOR1 NCOR2 NCSTN NEURL1 NEURL1B NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB PBX1 PLXND1 POFUT1 POGLUT1 PRKCI PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 PTCRA RAB6A RBPJ RBX1 RFNG RPS27A RUNX1 SEL1L SEM1 SIRT6 SKP1 SMAD3 SNW1 ST3GAL3 ST3GAL4 ST3GAL6 STAT1 TACC3 TBL1X TBL1XR1 TFDP1 TFDP2 TLE1 TLE2 TLE3 TLE4 TMED2 TNRC6A TNRC6B TNRC6C TP53 UBA52 UBB UBC WWC1 WWP2 YBX1 YWHAZ REACTOME_SIGNALING_BY_NOTCH1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH1 ADAM10 ADAM17 APH1A APH1B ARRB1 ARRB2 CCNC CDK8 CNTN1 CREBBP CUL1 DLK1 DLL1 DLL4 DNER DTX1 DTX2 DTX4 EP300 FBXW7 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL HIF1A ITCH JAG1 JAG2 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 MIB1 MIB2 MYC NBEA NCOR1 NCOR2 NCSTN NEURL1 NEURL1B NOTCH1 NUMB PSEN1 PSEN2 PSENEN RBPJ RBX1 RPS27A SKP1 SNW1 TBL1X TBL1XR1 TLE1 TLE2 TLE3 TLE4 UBA52 UBB UBC REACTOME_SIGNALING_BY_NOTCH1_HD_DOMAIN_MUTANTS_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH1_HD_DOMAIN_MUTANTS_IN_CANCER ADAM10 ADAM17 DLL1 DLL4 JAG1 JAG2 MIB1 MIB2 NEURL1 NEURL1B NOTCH1 RPS27A UBA52 UBB UBC REACTOME_SIGNALING_BY_NOTCH1_PEST_DOMAIN_MUTANTS_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH1_PEST_DOMAIN_MUTANTS_IN_CANCER ADAM10 ADAM17 APH1A APH1B CCNC CDK8 CREBBP CUL1 DLL1 DLL4 EP300 FBXW7 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY1 HEY2 HEYL JAG1 JAG2 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 MIB1 MIB2 MYC NCOR1 NCOR2 NCSTN NEURL1 NEURL1B NOTCH1 PSEN1 PSEN2 PSENEN RBPJ RBX1 RPS27A SKP1 SNW1 TBL1X TBL1XR1 UBA52 UBB UBC REACTOME_SIGNALING_BY_NOTCH1_T_7_9_NOTCH1_M1580_K2555_TRANSLOCATION_MUTANT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH1_T_7_9_NOTCH1_M1580_K2555_TRANSLOCATION_MUTANT ADAM10 ADAM17 DLL1 DLL4 JAG1 JAG2 NOTCH1 REACTOME_SIGNALING_BY_NOTCH2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH2 ADAM10 APH1A APH1B CNTN1 CREB1 DLL1 DLL4 EP300 FCER2 GZMB HES1 HES5 JAG1 JAG2 MAML1 MAML2 MAML3 MAMLD1 MDK MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH2 PSEN1 PSEN2 PSENEN RBPJ RPS27A UBA52 UBB UBC REACTOME_SIGNALING_BY_NOTCH3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH3 ADAM10 APH1A APH1B CREBBP DLGAP5 DLL1 DLL4 EGF EGFR EP300 FABP7 HES1 HES5 HEY1 HEY2 HEYL IKZF1 JAG1 JAG2 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 MIB1 MIB2 NCSTN NEURL1 NEURL1B NOTCH1 NOTCH3 PBX1 PLXND1 PSEN1 PSEN2 PSENEN PTCRA RBPJ RPS27A SNW1 STAT1 TACC3 UBA52 UBB UBC WWC1 WWP2 YBX1 REACTOME_SIGNALING_BY_NOTCH4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NOTCH4 ACTA2 ADAM10 AKT1 APH1A APH1B CREBBP CUL1 DLL4 EP300 FBXW7 FLT4 HES1 HES5 HEY1 HEY2 JAG1 KAT2A KAT2B MAML1 MAML2 MAML3 MAMLD1 NCSTN NOTCH1 NOTCH2 NOTCH4 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RBX1 RPS27A SEM1 SKP1 SMAD3 SNW1 TACC3 UBA52 UBB UBC YWHAZ REACTOME_SIGNALING_BY_NTRK2_TRKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NTRK2_TRKB BDNF CDK5 CDK5R1 DOCK3 FRS2 FRS3 FYN GAB1 GRB2 GRIN2B HRAS KRAS NRAS NTF3 NTF4 NTRK2 PIK3CA PIK3R1 PLCG1 PTPN11 RAC1 SHC1 SOS1 SRC TIAM1 REACTOME_SIGNALING_BY_NTRK3_TRKC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NTRK3_TRKC BAX GRB2 HRAS IRS1 KRAS NELFB NRAS NTF3 NTRK3 PIK3CA PIK3R1 PLCG1 PTPRO PTPRS SHC1 SOS1 SRC REACTOME_SIGNALING_BY_NTRKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NTRKS ADCYAP1 ADCYAP1R1 ADORA2A AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARC ASCL1 ATF1 ATF2 BAX BDNF BRAF CDK5 CDK5R1 CDK5R2 CHD4 CLTA CLTC CREB1 CRK CRKL DNAL4 DNM1 DNM2 DNM3 DOCK3 DUSP3 DUSP4 DUSP6 DUSP7 EGR1 EGR2 EGR3 EGR4 ELK1 EP300 F3 FOS FOSB FOSL1 FRS2 FRS3 FURIN FYN GAB1 GRB2 GRIN2B HRAS ID1 ID2 ID3 ID4 IRS1 IRS2 JUNB JUND KIDINS220 KRAS LYL1 MAP2K1 MAP2K2 MAP2K5 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPKAPK2 MAPKAPK3 MEF2A MEF2C MEF2D NAB1 NAB2 NELFB NGF NRAS NTF3 NTF4 NTRK1 NTRK2 NTRK3 PCSK5 PCSK6 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PTPN11 PTPRO PTPRS RAC1 RALA RALB RALGDS RAP1A RAPGEF1 REST RHOA RIT1 RIT2 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RRAD SGK1 SH3GL2 SH3GL3 SHC1 SHC2 SHC3 SOS1 SRC SRF STAT3 TCF12 TIAM1 TPH1 TRIB1 VGF VRK3 YWHAB REACTOME_SIGNALING_BY_NUCLEAR_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_NUCLEAR_RECEPTORS ABCA1 ABCG1 ABCG5 ABCG8 ADH1A ADH1C ADH4 AGO1 AGO2 AGO3 AGO4 AKR1C3 AKT1 AKT2 AKT3 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 ANGPTL3 APOC1 APOC2 APOC4 APOD APOE AREG ARL4C ATF2 AXIN1 BCL2 BTC CALM1 CARM1 CAV1 CAV2 CBFB CCND1 CCNT1 CDK9 CDKN1B CETP CHD1 CITED1 CPT1A CPT1B CRABP1 CRABP2 CREB1 CREBBP CTSD CXCL12 CXXC5 CYP26A1 CYP26B1 CYP26C1 DDX5 DHRS3 DHRS4 DHRS9 DLAT DLD EBAG9 EEPD1 EGF EGFR ELK1 EP300 EPGN ERBB4 EREG ESR1 ESR2 FABP5 FABP6 FASN FKBP4 FKBP5 FOS FOSB FOXA1 FOXO3 GATA3 GNAI1 GNAI2 GNAI3 GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPAM GPS2 GREB1 GTF2A1 GTF2A2 GTF2F1 GTF2F2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HBEGF HDAC1 HDAC3 HRAS HSP90AA1 HSP90AB1 HSPB1 IGF1R JUN JUND KANK1 KAT2B KAT5 KCTD6 KDM1A KDM1B KDM3A KDM4A KDM4B KPNA2 KRAS MAPK1 MAPK3 MED1 MMP2 MMP3 MMP7 MMP9 MOV10 MYB MYC MYLIP NCOA1 NCOA2 NCOA3 NCOR1 NCOR2 NOS3 NR1H2 NR1H3 NR5A2 NRAS NRIP1 PCK1 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PDPK1 PGR PIK3CA PIK3R1 PIK3R2 PIK3R3 PLIN1 PLTP POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU2F1 PPARD PPID PPP5C PRKCZ PRMT1 PTGES3 PTK2 RAD21 RARA RARB RARG RDH10 RDH11 RDH13 RDH14 RDH16 RDH5 RUNX1 RXRA RXRB RXRG S1PR3 SCD SDR16C5 SHC1 SMC1A SMC3 SP1 SPHK1 SRC SREBF1 SRF STAG1 STAG2 STRN TBL1X TBL1XR1 TBP TFF1 TFF3 TGFA TLE3 TNRC6A TNRC6B TNRC6C UGT1A3 UHMK1 USF1 USF2 XPO1 YY1 ZDHHC21 ZDHHC7 ZNF217 REACTOME_SIGNALING_BY_PDGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_PDGF BCAR1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CRK CRKL FURIN GRB2 GRB7 HRAS KRAS NCK1 NCK2 NRAS PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PIK3CA PIK3CB PIK3R1 PIK3R2 PLAT PLCG1 PLG PTPN11 PTPN12 RAPGEF1 RASA1 SOS1 SPP1 SRC STAT1 STAT3 STAT5A STAT5B STAT6 THBS1 THBS2 THBS3 THBS4 REACTOME_SIGNALING_BY_PDGFRA_TRANSMEMBRANE_JUXTAMEMBRANE_AND_KINASE_DOMAIN_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_PDGFRA_TRANSMEMBRANE_JUXTAMEMBRANE_AND_KINASE_DOMAIN_MUTANTS GRB2 HRAS KRAS NRAS PDGFRA PIK3CA PIK3CB PIK3R1 PIK3R2 SOS1 STAT1 STAT3 REACTOME_SIGNALING_BY_PDGFR_IN_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_PDGFR_IN_DISEASE BIN2 ETV6 FIP1L1 GOLGA4 GRB2 HRAS KANK1 KDR KRAS NRAS PDGFRA PIK3CA PIK3CB PIK3R1 PIK3R2 SOS1 STAT1 STAT3 STRN WDR48 REACTOME_SIGNALING_BY_PTK6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_PTK6 AKT1 ARAP1 ARHGAP35 BCAR1 BTC CBL CCND1 CCNE1 CDK2 CDK4 CDKN1B CRK DOCK1 DOK1 EGF EGFR ELMO1 ELMO2 EPAS1 ERBB2 ERBB3 ERBB4 EREG GPNMB HBEGF HIF1A HRAS KHDRBS1 KHDRBS2 KHDRBS3 KRAS LRRK2 NR3C1 NRAS NRG1 NRG2 NRG3 NRG4 PELP1 PTK6 PTPN1 PXN RAC1 RASA1 RHOA RPS27A SFPQ SOCS3 SRMS STAP2 STAT3 UBA52 UBB UBC REACTOME_SIGNALING_BY_RECEPTOR_TYROSINE_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_RECEPTOR_TYROSINE_KINASES AAMP ABI1 ABI2 ACTB ACTG1 ADAM10 ADAM12 ADAM17 ADAP1 ADCYAP1 ADCYAP1R1 ADORA2A AHCYL1 AKT1 AKT2 AKT3 ALK ALKAL1 ALKAL2 ANOS1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APH1A APH1B APOE ARC AREG ARF6 ARHGEF7 ASCL1 ATF1 ATF2 ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H AXL BAIAP2 BAX BCAR1 BDNF BRAF BRK1 BTC CALM1 CAV1 CBL CD274 CDC37 CDC42 CDH5 CDK5 CDK5R1 CDK5R2 CHD4 CHEK1 CILP CLTA CLTC CMA1 COL11A1 COL11A2 COL1A1 COL1A2 COL24A1 COL27A1 COL2A1 COL3A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 CREB1 CRK CRKL CSK CSN2 CTNNA1 CTNNB1 CTNND1 CTSD CUL5 CXCL12 CYBA CYBB CYFIP1 CYFIP2 DIAPH1 DLG4 DNAL4 DNM1 DNM2 DNM3 DNMT1 DOCK1 DOCK3 DOCK7 DUSP3 DUSP4 DUSP6 DUSP7 EGF EGFR EGR1 EGR2 EGR3 EGR4 ELK1 ELMO1 ELMO2 EP300 EPGN EPN1 EPS15 EPS15L1 ERBB2 ERBB3 ERBB4 ERBIN EREG ESR1 ESRP1 ESRP2 F3 FAM83A FAM83B FAM83D FER FES FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFBP1 FGFBP2 FGFBP3 FGFR1 FGFR2 FGFR3 FGFR4 FGFRL1 FLRT1 FLRT2 FLRT3 FLT1 FLT3 FLT3LG FLT4 FN1 FOS FOSB FOSL1 FRS2 FRS3 FURIN FYN GAB1 GAB2 GABRA1 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GALNT3 GFAP GGA3 GIPC1 GRAP GRAP2 GRB10 GRB2 GRB7 GRIN2B GTF2F1 GTF2F2 HBEGF HDAC1 HDAC2 HDAC3 HGF HGFAC HGS HIF1A HNRNPA1 HNRNPF HNRNPH1 HNRNPM HPN HRAS HSP90AA1 HSPB1 ID1 ID2 ID3 ID4 IDE IGF1 IGF1R IGF2 IL2RG INS INSR IRS1 IRS2 IRS4 ITCH ITGA2 ITGA3 ITGAV ITGB1 ITGB3 ITPR1 ITPR2 ITPR3 JAK2 JAK3 JUNB JUND JUP KDR KIDINS220 KIT KITLG KL KLB KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LCK LRIG1 LTK LYL1 LYN MAP2K1 MAP2K2 MAP2K5 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPKAP1 MAPKAPK2 MAPKAPK3 MATK MDK MEF2A MEF2C MEF2D MEMO1 MET MKNK1 MLST8 MMP9 MST1 MST1R MTOR MUC20 MXD4 MYC MYCN NAB1 NAB2 NCBP1 NCBP2 NCF1 NCF2 NCF4 NCK1 NCK2 NCKAP1 NCKAP1L NCOR1 NCSTN NEDD4 NELFB NGF NOS3 NRAS NRG1 NRG2 NRG3 NRG4 NRP1 NRP2 NTF3 NTF4 NTRK1 NTRK2 NTRK3 PAG1 PAK1 PAK2 PAK3 PCSK5 PCSK6 PDE3B PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PGF PGR PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R3 PIK3R4 PLAT PLCG1 PLG POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PRDM1 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKCE PRKCZ PRR5 PSEN1 PSEN2 PSENEN PTBP1 PTK2 PTK2B PTK6 PTN PTPN1 PTPN11 PTPN12 PTPN18 PTPN2 PTPN3 PTPN6 PTPRF PTPRJ PTPRK PTPRO PTPRS PTPRU PTPRZ1 PXN RAB4A RAB4B RAC1 RALA RALB RALGDS RANBP10 RANBP9 RAP1A RAP1B RAPGEF1 RASA1 RBFOX2 REST RHOA RICTOR RIT1 RIT2 RNF41 ROCK1 ROCK2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RRAD S100B SGK1 SH2B2 SH2B3 SH2D2A SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHB SHC1 SHC2 SHC3 SIN3A SOCS1 SOCS6 SOS1 SPARC SPHK1 SPINT1 SPINT2 SPP1 SPRED1 SPRED2 SPRY1 SPRY2 SRC SRF STAM STAM2 STAT1 STAT3 STAT5A STAT5B STAT6 STMN1 STUB1 TAB2 TCF12 TCIRG1 TEC TGFA TGFBR3 THBS1 THBS2 THBS3 THBS4 THEM4 TIA1 TIAL1 TIAM1 TLR9 TNK2 TNS3 TNS4 TPH1 TRIB1 TRIB3 UBA52 UBB UBC USP8 VAV1 VAV2 VAV3 VEGFA VEGFB VEGFC VEGFD VGF VRK3 WASF1 WASF2 WASF3 WWOX WWP1 YAP1 YES1 YWHAB REACTOME_SIGNALING_BY_RETINOIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_RETINOIC_ACID ADH1A ADH1C ADH4 AKR1C3 ALDH1A1 ALDH1A2 ALDH1A3 ALDH8A1 CPT1A CPT1B CRABP1 CRABP2 CYP26A1 CYP26B1 CYP26C1 DHRS3 DHRS4 DHRS9 DLAT DLD FABP5 PDHA1 PDHA2 PDHB PDHX PDK1 PDK2 PDK3 PDK4 PPARD RARA RARB RARG RDH10 RDH11 RDH13 RDH14 RDH16 RDH5 RXRA RXRB RXRG SDR16C5 REACTOME_SIGNALING_BY_RHO_GTPASES_MIRO_GTPASES_AND_RHOBTB3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_RHO_GTPASES_MIRO_GTPASES_AND_RHOBTB3 AAAS ABCD3 ABI1 ABI2 ABL1 ABL2 ABR ACBD5 ACTB ACTC1 ACTG1 ACTN1 ACTR2 ACTR3 ADD3 AHCTF1 AKAP12 AKAP13 ALDH3A2 ALS2 AMIGO2 ANKFY1 ANKLE2 ANKRD26 ANLN AR ARAP1 ARAP2 ARAP3 ARFGAP2 ARFGAP3 ARHGAP1 ARHGAP10 ARHGAP11A ARHGAP11B ARHGAP12 ARHGAP15 ARHGAP17 ARHGAP18 ARHGAP19 ARHGAP20 ARHGAP21 ARHGAP22 ARHGAP23 ARHGAP24 ARHGAP25 ARHGAP26 ARHGAP27 ARHGAP28 ARHGAP29 ARHGAP30 ARHGAP31 ARHGAP32 ARHGAP33 ARHGAP35 ARHGAP39 ARHGAP4 ARHGAP40 ARHGAP42 ARHGAP44 ARHGAP45 ARHGAP5 ARHGAP6 ARHGAP8 ARHGAP9 ARHGDIA ARHGDIB ARHGDIG ARHGEF1 ARHGEF10 ARHGEF10L ARHGEF11 ARHGEF12 ARHGEF15 ARHGEF16 ARHGEF17 ARHGEF18 ARHGEF19 ARHGEF2 ARHGEF25 ARHGEF26 ARHGEF28 ARHGEF3 ARHGEF39 ARHGEF4 ARHGEF40 ARHGEF5 ARHGEF6 ARHGEF7 ARHGEF9 ARL13B ARMCX3 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ATP6AP1 AURKB B9D2 BAIAP2 BAIAP2L1 BAIAP2L2 BASP1 BCAP31 BCR BIRC5 BLTP3B BRK1 BTK BUB1 BUB1B BUB3 C1QBP CALM1 CAPZB CAV1 CAVIN1 CCDC115 CCDC187 CCDC88A CCNE1 CCP110 CCT2 CCT6A CCT7 CDC20 CDC25C CDC37 CDC42 CDC42BPA CDC42BPB CDC42EP1 CDC42EP2 CDC42EP3 CDC42EP4 CDC42EP5 CDC42SE2 CDCA8 CDH1 CDKN1B CENPA CENPC CENPE CENPF CENPH CENPI CENPK CENPL CENPM CENPN CENPO CENPP CENPQ CENPS CENPT CENPU CEP97 CFL1 CFTR CHN1 CHN2 CIT CKAP4 CKAP5 CKB CLASP1 CLASP2 CLIP1 CLTC COPS2 COPS4 CPD CPNE8 CPSF7 CSK CTNNA1 CTNNB1 CTTN CUL3 CYBA CYBB CYFIP1 CYFIP2 DAAM1 DBN1 DBT DDRGK1 DDX39B DDX4 DEF6 DEPDC1B DIAPH1 DIAPH2 DIAPH3 DLC1 DLG4 DLG5 DNMBP DOCK1 DOCK10 DOCK11 DOCK2 DOCK3 DOCK4 DOCK5 DOCK6 DOCK7 DOCK8 DOCK9 DSG1 DSG2 DSN1 DSP DST DVL1 DVL2 DVL3 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 ECT2 EFHD2 ELMO2 EMC3 EMD EPHA2 EPSTI1 ERBIN ERCC6L ESYT1 EVL FAF2 FAM135A FAM13A FAM13B FAM169A FAM83B FAM91A1 FARP1 FARP2 FERMT2 FGD1 FGD2 FGD3 FGD4 FGD5 FILIP1 FLNA FLOT1 FLOT2 FMNL1 FMNL2 FMNL3 FNBP1 FNBP1L FRS2 FRS3 GARRE1 GFOD1 GIT1 GIT2 GJA1 GMIP GNA13 GOLGA3 GOLGA8R GOPC GPS1 GRB2 GRB7 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HGS HINT2 HMOX2 HNRNPC HSP90AA1 HSP90AB1 HSPE1 HTR7 IL32 INCENP IQGAP1 IQGAP2 IQGAP3 ITGB1 ITGB3BP ITSN1 ITSN2 JAG1 JUP KALRN KCTD13 KCTD3 KDM1A KDM4C KIDINS220 KIF14 KIF18A KIF2A KIF2B KIF2C KIF5A KIF5B KLC1 KLC2 KLC3 KLC4 KLK2 KLK3 KNL1 KNTC1 KTN1 LAMTOR1 LBR LCK LEMD3 LETM1 LIMK1 LIMK2 LIN7B LMAN1 LMNB1 LRRC1 LRRC41 MACO1 MAD1L1 MAD2L1 MAP3K11 MAPK1 MAPK11 MAPK14 MAPK3 MAPRE1 MCAM MCF2 MCF2L MEN1 MFN1 MFN2 MIS12 MOSPD2 MPP7 MRTFA MSI2 MTMR1 MTR MTX1 MUC13 MYH10 MYH11 MYH14 MYH9 MYL12B MYL6 MYL9 MYLK MYO19 MYO6 MYO9A MYO9B NCF1 NCF2 NCF4 NCK1 NCK2 NCKAP1 NCKAP1L NCKIPSD NCOA2 NDC80 NDE1 NDEL1 NDUFA5 NDUFS3 NET1 NF2 NGEF NHS NIPSNAP2 NISCH NOX1 NOX3 NOXA1 NOXO1 NSFL1C NSL1 NUDC NUF2 NUP107 NUP133 NUP160 NUP37 NUP43 NUP85 NUP98 OBSCN OCRL OPHN1 OSBPL11 PAFAH1B1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PARD6A PARD6B PCDH7 PDE5A PDPK1 PEAK1 PFN1 PFN2 PGRMC2 PHIP PICALM PIK3C3 PIK3CA PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIN1 PKN1 PKN2 PKN3 PKP4 PLD1 PLD2 PLEKHG1 PLEKHG2 PLEKHG3 PLEKHG4 PLEKHG4B PLEKHG5 PLEKHG6 PLIN3 PLK1 PLXNA1 PLXNB1 PLXND1 PMF1 POTEE PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R14A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRAG1 PRC1 PREX1 PREX2 PRKCA PRKCB PRKCD PRKCZ PTK2 PTK2B PTPN13 RAB7A RAB9A RAB9B RAC1 RAC2 RAC3 RACGAP1 RALBP1 RALGAPA1 RANBP2 RANGAP1 RAP1GDS1 RAPGEF1 RASAL2 RASGRF2 RBBP6 RBMX RCC2 RHOA RHOB RHOBTB1 RHOBTB2 RHOBTB3 RHOC RHOD RHOF RHOG RHOH RHOJ RHOQ RHOT1 RHOT2 RHOU RHOV RHPN1 RHPN2 RND1 RND2 RND3 RNF20 ROCK1 ROCK2 ROPN1 RPS27 RRAS2 RTKN S100A8 S100A9 SAMM50 SCAI SCFD1 SCRIB SEC13 SEH1L SEMA4F SENP1 SFN SGO1 SGO2 SH3BP1 SH3PXD2A SH3RF1 SHKBP1 SHMT2 SKA1 SKA2 SLC1A5 SLC4A7 SLITRK3 SLITRK5 SLK SNAP23 SOS1 SOS2 SOWAHC SPATA13 SPC24 SPC25 SPDL1 SPEN SPTAN1 SPTBN1 SRC SRF SRGAP1 SRGAP2 SRGAP3 SRRM1 STAM STAM2 STARD13 STARD8 STBD1 STEAP3 STIP1 STK10 STK38 STMN2 STOM STX5 SWAP70 SYDE1 SYDE2 TAGAP TAOK1 TAOK3 TAX1BP3 TEX2 TFRC TIAM1 TIAM2 TJP2 TMEM59 TMEM87A TMOD3 TMPO TNFAIP1 TOR1AIP1 TPM3 TPM4 TRA2B TRAK1 TRAK2 TRIO TRIP10 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TWF1 TXNL1 UACA UBXN11 USP9X VAMP3 VANGL1 VANGL2 VAPB VAV1 VAV2 VAV3 VCP VHL VIM VRK2 WAS WASF1 WASF2 WASF3 WASL WDR11 WDR6 WDR81 WDR91 WHAMM WIPF1 WIPF2 WIPF3 WWP2 XPO1 YKT6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZAP70 ZNF512B ZW10 ZWILCH ZWINT REACTOME_SIGNALING_BY_RNF43_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_RNF43_MUTANTS FZD4 FZD5 FZD6 FZD8 LRP5 LRP6 RNF43 WNT3A REACTOME_SIGNALING_BY_ROBO_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_ROBO_RECEPTORS ABL1 ABL2 AKAP5 ARHGAP39 CAP1 CAP2 CASC3 CDC42 CLASP1 CLASP2 COL4A5 CUL2 CXCL12 CXCR4 DAG1 DCC EIF4A3 EIF4G1 ELOB ELOC ENAH ETF1 EVL FAU FLRT3 GPC1 GSPT1 GSPT2 HOXA2 ISL1 LDB1 LHX2 LHX3 LHX4 LHX9 MAGOH MAGOHB MSI1 MYO9B NCBP1 NCBP2 NCK1 NCK2 NELL2 NRP1 NTN1 PABPC1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PFN1 PFN2 PPP3CB PRKACA PRKACB PRKACG PRKAR2A PRKCA PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAC1 RBM8A RBX1 RHOA RNPS1 ROBO1 ROBO2 ROBO3 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SEM1 SLIT1 SLIT2 SLIT3 SOS1 SOS2 SRC SRGAP1 SRGAP2 SRGAP3 UBA52 UBB UBC UPF2 UPF3A UPF3B USP33 VASP ZSWIM8 REACTOME_SIGNALING_BY_SCF_KIT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_SCF_KIT CBL CHEK1 CMA1 FER FES FYN GAB2 GRAP GRAP2 GRB10 GRB2 GRB7 HRAS JAK2 KIT KITLG KRAS LCK LYN MMP9 NRAS PIK3CA PIK3R1 PIK3R2 PIK3R3 PRKCA PTPN11 PTPN6 PTPRU RAC1 SH2B2 SH2B3 SOCS1 SOCS6 SOS1 SRC STAT1 STAT3 STAT5A STAT5B TEC VAV1 YES1 REACTOME_SIGNALING_BY_TGFBR3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TGFBR3 ACVR2A AGO1 AGO2 AGO3 AGO4 APH1A APH1B ARRB1 ARRB2 EP300 FGF2 GIPC1 HELLS INHA INHBA KLF16 MIR23B MIR27B MIRLET7A1 MMP14 MMP16 MOV10 MYCN MYF5 MYF6 MYOD1 MYOG NCSTN PSEN1 PSEN2 PSENEN RARA RXRA SMAD3 SMAD4 SP1 TCF12 TCF3 TCF4 TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 TIMP1 TIMP2 TNRC6A TNRC6B TNRC6C REACTOME_SIGNALING_BY_TGFB_FAMILY_MEMBERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TGFB_FAMILY_MEMBERS ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 AGO1 AGO2 AGO3 AGO4 AMH AMHR2 APH1A APH1B ARHGEF18 ARRB1 ARRB2 ATP1B4 BAMBI BMP10 BMP2 BMPR1A BMPR1B BMPR2 CBL CCNC CCNK CCNT1 CCNT2 CDK8 CDK9 CDKN2B CER1 CGN CHRDL1 COL1A2 DRAP1 E2F4 E2F5 EP300 F11R FBN1 FGF2 FKBP1A FOXH1 FST FSTL1 FSTL3 FURIN GDF2 GIPC1 GREM2 HDAC1 HELLS INHA INHBA INHBB ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 JUNB KLF16 LTBP1 LTBP2 LTBP3 LTBP4 MAPK1 MAPK3 MEN1 MIR23B MIR27B MIRLET7A1 MMP14 MMP16 MOV10 MTMR4 MYC MYCN MYF5 MYF6 MYOD1 MYOG NCOR1 NCOR2 NCSTN NEDD4L NEDD8 NOG PARD3 PARD6A PARP1 PMEPA1 PPM1A PPP1CA PPP1CB PPP1CC PPP1R15A PRKCZ PSEN1 PSEN2 PSENEN RARA RBL1 RHOA RNF111 RPS27A RXRA SERPINE1 SKI SKIL SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SMURF1 SMURF2 SNW1 SP1 STAT1 STRAP STUB1 TCF12 TCF3 TCF4 TFDP1 TFDP2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 TGIF2 TIMP1 TIMP2 TNRC6A TNRC6B TNRC6C TRIM33 UBA52 UBB UBC UBE2D1 UBE2D3 UBE2M UCHL5 USP15 USP9X WWTR1 XPO1 YBX1 ZFYVE16 ZFYVE9 REACTOME_SIGNALING_BY_TGF_BETA_RECEPTOR_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TGF_BETA_RECEPTOR_COMPLEX ARHGEF18 ATP1B4 BAMBI CBL CCNC CCNK CCNT1 CCNT2 CDK8 CDK9 CDKN2B CGN COL1A2 E2F4 E2F5 EP300 F11R FBN1 FKBP1A FURIN HDAC1 ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 JUNB LTBP1 LTBP2 LTBP3 LTBP4 MAPK1 MAPK3 MEN1 MTMR4 MYC NCOR1 NCOR2 NEDD4L NEDD8 PARD3 PARD6A PARP1 PMEPA1 PPM1A PPP1CA PPP1CB PPP1CC PPP1R15A PRKCZ RBL1 RHOA RNF111 RPS27A SERPINE1 SKI SKIL SMAD2 SMAD3 SMAD4 SMAD7 SMURF1 SMURF2 SNW1 SP1 STAT1 STRAP STUB1 TFDP1 TFDP2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TGIF1 TGIF2 TRIM33 UBA52 UBB UBC UBE2D1 UBE2D3 UBE2M UCHL5 USP15 USP9X WWTR1 XPO1 YBX1 ZFYVE9 REACTOME_SIGNALING_BY_TGF_BETA_RECEPTOR_COMPLEX_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TGF_BETA_RECEPTOR_COMPLEX_IN_CANCER FKBP1A SMAD2 SMAD3 SMAD4 TGFB1 TGFBR1 TGFBR2 ZFYVE9 REACTOME_SIGNALING_BY_THE_B_CELL_RECEPTOR_BCR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_THE_B_CELL_RECEPTOR_BCR AHCYL1 BCL10 BLK BLNK BTK BTRC CALM1 CARD11 CD19 CD22 CD79A CD79B CHUK CUL1 DAPP1 FBXW11 FKBP1A FYN GRB2 HRAS IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKG ITPR1 ITPR2 ITPR3 KRAS LYN MALT1 MAP3K7 NCK1 NFATC1 NFATC2 NFATC3 NFKB1 NFKBIA NFKBIB NFKBIE NRAS ORAI1 ORAI2 PIK3AP1 PIK3CD PIK3R1 PLCG2 PPIA PPP3CA PPP3CB PPP3R1 PRKCB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTPN6 RASGRP1 RASGRP3 REL RELA RPS27A SEM1 SH3KBP1 SKP1 SOS1 STIM1 SYK TRPC1 UBA52 UBB UBC VAV1 REACTOME_SIGNALING_BY_TYPE_1_INSULIN_LIKE_GROWTH_FACTOR_1_RECEPTOR_IGF1R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_TYPE_1_INSULIN_LIKE_GROWTH_FACTOR_1_RECEPTOR_IGF1R AKT2 CILP FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT3 FLT3LG FRS2 GAB1 GAB2 GRB2 HRAS IGF1 IGF1R IGF2 IRS1 IRS2 IRS4 KL KLB KRAS NRAS PDE3B PDPK1 PIK3C3 PIK3CA PIK3CB PIK3R1 PIK3R2 PIK3R4 PTPN11 SHC1 SOS1 THEM4 TLR9 TRIB3 REACTOME_SIGNALING_BY_VEGF https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_VEGF AAMP ABI1 ABI2 ACTB ACTG1 AHCYL1 AKT1 AKT2 AKT3 AXL BAIAP2 BCAR1 BRK1 CALM1 CAV1 CDC42 CDH5 CRK CTNNA1 CTNNB1 CTNND1 CYBA CYBB CYFIP1 CYFIP2 DOCK1 ELMO1 ELMO2 FLT1 FLT4 FYN HRAS HSP90AA1 HSPB1 ITGAV ITGB3 ITPR1 ITPR2 ITPR3 JUP KDR KRAS MAPK11 MAPK12 MAPK13 MAPK14 MAPKAP1 MAPKAPK2 MAPKAPK3 MLST8 MTOR NCF1 NCF2 NCF4 NCK1 NCK2 NCKAP1 NCKAP1L NOS3 NRAS NRP1 NRP2 PAK1 PAK2 PAK3 PDPK1 PGF PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCD PRKCZ PRR5 PTK2 PTK2B PXN RAC1 RASA1 RHOA RICTOR ROCK1 ROCK2 SH2D2A SHB SHC2 SPHK1 SRC THEM4 TRIB3 VAV1 VAV2 VAV3 VEGFA VEGFB VEGFC VEGFD WASF1 WASF2 WASF3 REACTOME_SIGNALING_BY_WNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_WNT AGO1 AGO2 AGO3 AGO4 AKT1 AKT2 AMER1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APC ARRB2 ASH2L AXIN1 AXIN2 BCL9 BCL9L BTRC CALM1 CAMK2A CAV1 CBY1 CCDC88C CDC73 CHD8 CLTA CLTB CLTC CREBBP CSNK1A1 CSNK1E CSNK1G2 CSNK2A1 CSNK2A2 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CUL1 CUL3 CXXC4 DAAM1 DACT1 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EP300 FRAT1 FRAT2 FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 GNAO1 GNAT2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GSK3B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HECW1 ITPR1 ITPR2 ITPR3 KAT5 KLHL12 KMT2D KRAS KREMEN1 KREMEN2 LEF1 LEO1 LGR4 LGR5 LGR6 LRP5 LRP6 MAP3K7 MEN1 MOV10 MYC NFATC1 NLK PARD6A PDE6A PDE6B PDE6G PFN1 PIP5K1B PLCB1 PLCB2 PLCB3 PORCN PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PPP3CA PPP3CB PPP3R1 PRICKLE1 PRKCA PRKCB PRKCG PRKG1 PRKG2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PYGO1 PYGO2 RAC1 RAC2 RAC3 RBBP5 RBX1 RHOA RNF146 RNF43 ROR1 ROR2 RPS27A RSPO1 RSPO2 RSPO3 RSPO4 RUNX3 RUVBL1 RYK SCRIB SEM1 SFRP1 SFRP2 SKP1 SMARCA4 SMURF1 SMURF2 SNX3 SOST SOX13 SOX17 SOX2 SOX3 SOX4 SOX6 SOX7 SOX9 SRY TCF4 TCF7 TCF7L1 TCF7L2 TERT TLE1 TLE2 TLE3 TLE4 TLE5 TMED5 TNKS TNKS2 TNRC6A TNRC6B TNRC6C TRRAP UBA52 UBB UBC USP34 USP8 VANGL2 VPS26A VPS29 VPS35 WIF1 WLS WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XIAP XPO1 YWHAZ ZNRF3 ZRANB1 REACTOME_SIGNALING_BY_WNT_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALING_BY_WNT_IN_CANCER AMER1 APC AXIN1 CSNK1A1 CTBP1 CTBP2 CTNNB1 DKK1 DKK2 DKK4 FZD4 FZD5 FZD6 FZD8 GSK3B KREMEN1 KREMEN2 LRP5 LRP6 PORCN PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E RNF43 TCF7L2 TNKS TNKS2 WNT3A REACTOME_SIGNALLING_TO_ERKS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALLING_TO_ERKS BRAF CRK CRKL FRS2 GRB2 HRAS KIDINS220 KRAS MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPKAPK2 MAPKAPK3 NGF NRAS NTRK1 RALA RALB RALGDS RAP1A RAPGEF1 RIT1 RIT2 SHC1 SHC2 SHC3 SOS1 SRC YWHAB REACTOME_SIGNALLING_TO_P38_VIA_RIT_AND_RIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALLING_TO_P38_VIA_RIT_AND_RIN BRAF NGF NTRK1 RIT1 RIT2 REACTOME_SIGNALLING_TO_RAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNALLING_TO_RAS GRB2 HRAS KRAS MAPK11 MAPK12 MAPK13 MAPK14 MAPKAPK2 MAPKAPK3 NGF NRAS NTRK1 RALA RALB RALGDS SHC1 SHC2 SHC3 SOS1 SRC REACTOME_SIGNAL_AMPLIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNAL_AMPLIFICATION AAMP GNA11 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAQ GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MAPK14 P2RY1 P2RY12 PLA2G4A SRC TBXA2R REACTOME_SIGNAL_ATTENUATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNAL_ATTENUATION GRB10 GRB2 INS INSR IRS1 IRS2 MAPK1 MAPK3 SHC1 SOS1 REACTOME_SIGNAL_REGULATORY_PROTEIN_FAMILY_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNAL_REGULATORY_PROTEIN_FAMILY_INTERACTIONS CD47 FYB1 GRB2 PTK2 PTK2B PTPN11 PTPN6 SFTPA1 SFTPA2 SFTPD SIRPA SIRPB1 SIRPG SKAP2 SRC TYROBP REACTOME_SIGNAL_TRANSDUCTION_BY_L1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIGNAL_TRANSDUCTION_BY_L1 CSNK2A1 CSNK2A2 CSNK2B EGFR FGFR1 ITGA2B ITGA5 ITGA9 ITGAV ITGB1 ITGB3 L1CAM MAP2K1 MAP2K2 MAPK1 MAPK3 NCAM1 NRP1 PAK1 RAC1 VAV2 REACTOME_SIRT1_NEGATIVELY_REGULATES_RRNA_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SIRT1_NEGATIVELY_REGULATES_RRNA_EXPRESSION H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 RRP8 SIRT1 SUV39H1 TAF1A TAF1B TAF1C TAF1D TBP REACTOME_SLBP_DEPENDENT_PROCESSING_OF_REPLICATION_DEPENDENT_HISTONE_PRE_MRNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SLBP_DEPENDENT_PROCESSING_OF_REPLICATION_DEPENDENT_HISTONE_PRE_MRNAS LSM10 LSM11 NCBP1 NCBP2 SLBP SNRPB SNRPD3 SNRPE SNRPF SNRPG ZNF473 REACTOME_SLC15A4_TASL_DEPENDENT_IRF5_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SLC15A4_TASL_DEPENDENT_IRF5_ACTIVATION CHUK IKBKB IKBKG IRF5 SLC15A4 TASL REACTOME_SLC_MEDIATED_TRANSMEMBRANE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SLC_MEDIATED_TRANSMEMBRANE_TRANSPORT AHCYL2 APOD ARL2 ARL2BP AVP BSG CALM1 CP CTNS EMB FGF21 HEPH LCN1 LCN12 LCN15 LCN9 MFSD4B PDZD11 RHAG RHBG RHCG RSC1A1 RUNX1 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A10 SLC16A2 SLC16A3 SLC16A7 SLC16A8 SLC17A1 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A18 SLC25A22 SLC25A26 SLC25A29 SLC25A4 SLC25A5 SLC25A6 SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC27A1 SLC27A4 SLC27A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC31A1 SLC32A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC36A1 SLC36A2 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC3A1 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC43A1 SLC43A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A3 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC50A1 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SRI REACTOME_SLC_TRANSPORTER_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SLC_TRANSPORTER_DISORDERS AAAS AVP AVPR1A AVPR1B AVPR2 BSG CP GCK GCKR HEPH HK1 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C RAE1 RANBP2 RHAG SEC13 SEH1L SLC11A2 SLC12A1 SLC12A3 SLC12A6 SLC16A1 SLC17A5 SLC17A8 SLC1A1 SLC1A3 SLC20A2 SLC22A12 SLC22A18 SLC22A5 SLC24A1 SLC24A4 SLC24A5 SLC26A2 SLC26A3 SLC26A4 SLC27A4 SLC29A3 SLC2A1 SLC2A10 SLC2A2 SLC2A9 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35C1 SLC36A2 SLC39A4 SLC3A1 SLC3A2 SLC40A1 SLC4A1 SLC4A4 SLC5A1 SLC5A2 SLC5A5 SLC5A7 SLC6A14 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC7A7 SLC7A9 SLC9A6 SLC9A9 SLCO1B1 SLCO1B3 SLCO2A1 TPR REACTOME_SMAC_XIAP_REGULATED_APOPTOTIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SMAC_XIAP_REGULATED_APOPTOTIC_RESPONSE APAF1 CASP3 CASP7 CASP9 CYCS DIABLO SEPTIN4 XIAP REACTOME_SMAD2_SMAD3_SMAD4_HETEROTRIMER_REGULATES_TRANSCRIPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SMAD2_SMAD3_SMAD4_HETEROTRIMER_REGULATES_TRANSCRIPTION CCNC CCNK CCNT1 CCNT2 CDK8 CDK9 CDKN2B COL1A2 E2F4 E2F5 EP300 FURIN HDAC1 JUNB MAPK1 MAPK3 MEN1 MYC RBL1 RNF111 RPS27A SERPINE1 SMAD2 SMAD3 SMAD4 SMAD7 SP1 TFDP1 TFDP2 TGIF1 TGIF2 UBA52 UBB UBC WWTR1 YBX1 REACTOME_SMALL_INTERFERING_RNA_SIRNA_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SMALL_INTERFERING_RNA_SIRNA_BIOGENESIS AGO1 AGO2 AGO3 AGO4 DICER1 PRKRA TARBP2 TSN TSNAX REACTOME_SMOOTH_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SMOOTH_MUSCLE_CONTRACTION ACTA2 ACTG2 ALDH2 ANXA1 ANXA2 ANXA6 CACNA1G CACNA1H CACNA1I CALD1 CALM1 CAV3 DYSF GUCY1A1 GUCY1A2 GUCY1B1 ITGA1 ITGB5 LMOD1 MYH11 MYL10 MYL11 MYL12A MYL12B MYL5 MYL6 MYL6B MYL7 MYL9 MYLK PAK1 PAK2 PDE5A PXN SORBS1 SORBS3 TLN1 TPM1 TPM2 TPM3 TPM4 TRIM72 VCL REACTOME_SNRNP_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SNRNP_ASSEMBLY AAAS CLNS1A DDX20 GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 NCBP1 NCBP2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PHAX POM121 POM121C PRMT5 RAE1 RANBP2 SEC13 SEH1L SMN1 SMN2 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNUPN TGS1 TPR WDR77 REACTOME_SODIUM_CALCIUM_EXCHANGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SODIUM_CALCIUM_EXCHANGERS CALM1 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SRI REACTOME_SODIUM_COUPLED_PHOSPHATE_COTRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SODIUM_COUPLED_PHOSPHATE_COTRANSPORTERS SLC20A1 SLC20A2 SLC34A1 SLC34A2 SLC34A3 REACTOME_SODIUM_COUPLED_SULPHATE_DI_AND_TRI_CARBOXYLATE_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SODIUM_COUPLED_SULPHATE_DI_AND_TRI_CARBOXYLATE_TRANSPORTERS SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 REACTOME_SODIUM_PROTON_EXCHANGERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SODIUM_PROTON_EXCHANGERS SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 REACTOME_SOMITOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SOMITOGENESIS CTNNB1 DLL1 DLL3 EPHA4 HES7 LEF1 LFNG MESP2 MSGN1 NOTCH1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RIPPLY2 SEM1 TBX6 REACTOME_SOS_MEDIATED_SIGNALLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SOS_MEDIATED_SIGNALLING GRB2 HRAS IRS1 IRS2 KRAS NRAS SOS1 REACTOME_SPECIFICATION_OF_PRIMORDIAL_GERM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPECIFICATION_OF_PRIMORDIAL_GERM_CELLS BMP4 CBFA2T2 CXCR4 EOMES NANOG NANOS3 PDPN POU5F1 PRDM1 SOX17 TET2 TFAP2C REACTOME_SPECIFICATION_OF_THE_NEURAL_PLATE_BORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPECIFICATION_OF_THE_NEURAL_PLATE_BORDER BMP4 CTNNB1 DLX5 FGF4 GBX2 MSX1 MYB PAX3 PAX7 POU5F1 SOX2 TCF7L1 TFAP2A TFAP2B TFAP2C WNT3A ZIC1 REACTOME_SPERM_MOTILITY_AND_TAXES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPERM_MOTILITY_AND_TAXES CATSPER1 CATSPER2 CATSPER3 CATSPER4 CATSPERB CATSPERD CATSPERG HVCN1 KCNU1 REACTOME_SPHINGOLIPID_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPHINGOLIPID_CATABOLISM ACER1 ACER2 ACER3 ALDH3A2 ALDH3B1 ALDH3B2 PLPP1 PLPP2 PLPP3 SGPL1 SGPP1 SGPP2 REACTOME_SPHINGOLIPID_DE_NOVO_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPHINGOLIPID_DE_NOVO_BIOSYNTHESIS ABCC1 ABCG2 CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CSNK1G2 CYB5B DEGS1 DEGS2 FA2H KDSR MFSD2B ORMDL1 ORMDL2 ORMDL3 OSBP PPM1L PRKD1 PRKD2 PRKD3 SAMD8 SGMS1 SGMS2 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB VAPA VAPB REACTOME_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPHINGOLIPID_METABOLISM A4GALT ABCC1 ABCG2 ACER1 ACER2 ACER3 ALDH3A2 ALDH3B1 ALDH3B2 ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL ASAH1 ASAH2 B3GALNT1 B3GALT4 B3GNT5 B4GALNT1 B4GALT5 B4GALT6 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 CSNK1G2 CTSA CYB5B DEGS1 DEGS2 ENPP7 FA2H FUT1 FUT2 GAL3ST1 GALC GBA1 GBA2 GBA3 GLA GLB1 GLB1L GLB1L2 GLB1L3 GM2A HEXA HEXB KDSR M6PR MFSD2B NEU1 NEU2 NEU3 NEU4 ORMDL1 ORMDL2 ORMDL3 OSBP PLPP1 PLPP2 PLPP3 PPM1L PRKD1 PRKD2 PRKD3 PSAP SAMD8 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SMPD1 SMPD2 SMPD3 SMPD4 SPHK1 SPHK2 SPNS2 SPTLC1 SPTLC2 SPTLC3 SPTSSA SPTSSB ST3GAL2 ST3GAL3 ST3GAL5 ST6GALNAC5 ST6GALNAC6 ST8SIA5 STS SUMF1 SUMF2 UGCG UGT8 VAPA VAPB REACTOME_SPRY_REGULATION_OF_FGF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SPRY_REGULATION_OF_FGF_SIGNALING BRAF CBL GRB2 MAPK1 MAPK3 MKNK1 PPP2CA PPP2CB PPP2R1A PTPN11 RPS27A SPRY2 SRC UBA52 UBB UBC REACTOME_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SRP_DEPENDENT_COTRANSLATIONAL_PROTEIN_TARGETING_TO_MEMBRANE DDOST FAU RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SEC11A SEC11C SEC61A1 SEC61A2 SEC61B SEC61G SPCS1 SPCS2 SPCS3 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 SSR4 TRAM1 UBA52 REACTOME_STABILIZATION_OF_P53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STABILIZATION_OF_P53 ATM CDKN2A CHEK2 COP1 MDM2 MDM4 PHF20 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 TP53 UBA52 UBB UBC REACTOME_STAT3_NUCLEAR_EVENTS_DOWNSTREAM_OF_ALK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STAT3_NUCLEAR_EVENTS_DOWNSTREAM_OF_ALK_SIGNALING CD274 DNMT1 EP300 HDAC1 HDAC2 HDAC3 HIF1A IL2RG PRDM1 SIN3A STAT3 REACTOME_STAT5_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STAT5_ACTIVATION FLT3 FLT3LG GAB2 GRB2 PTPN11 STAT5A STAT5B REACTOME_STAT5_ACTIVATION_DOWNSTREAM_OF_FLT3_ITD_MUTANTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STAT5_ACTIVATION_DOWNSTREAM_OF_FLT3_ITD_MUTANTS BCL2L1 CDKN1A FLT3 GAB2 GRB2 NOX4 PIM1 PTPN11 STAT5A STAT5B REACTOME_STIMULI_SENSING_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STIMULI_SENSING_CHANNELS ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ASPH BEST1 BEST2 BEST3 BEST4 BSND CALM1 CASQ1 CASQ2 CLCA1 CLCA2 CLCA4 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLIC2 FKBP1B MCOLN1 MCOLN2 MCOLN3 MLKL NALCN NEDD4L OSTM1 RAF1 RIPK1 RIPK3 RPS27A RYR1 RYR2 RYR3 SCNN1A SCNN1B SCNN1D SCNN1G SGK1 SGK2 SGK3 SLC17A3 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SRI STOM STOML3 TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC22D3 TTYH1 TTYH2 TTYH3 UBA52 UBB UBC UNC79 UNC80 WNK1 WNK2 WNK3 WNK4 WWP1 REACTOME_STING_MEDIATED_INDUCTION_OF_HOST_IMMUNE_RESPONSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STING_MEDIATED_INDUCTION_OF_HOST_IMMUNE_RESPONSES CGAS DDX41 DTX4 IFI16 IRF3 MRE11 NLRC3 NLRP4 PRKDC STAT6 STING1 TBK1 TREX1 TRIM21 XRCC5 XRCC6 REACTOME_STRIATED_MUSCLE_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_STRIATED_MUSCLE_CONTRACTION ACTA1 ACTC1 ACTN2 ACTN3 DES DMD MYBPC1 MYBPC2 MYBPC3 MYH3 MYH6 MYH8 MYL1 MYL2 MYL3 MYL4 NEB TCAP TMOD1 TMOD2 TMOD3 TMOD4 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 TTN VIM REACTOME_SULFIDE_OXIDATION_TO_SULFATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SULFIDE_OXIDATION_TO_SULFATE ETHE1 SLC25A10 SQOR SUOX TST TSTD1 REACTOME_SULFUR_AMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SULFUR_AMINO_ACID_METABOLISM ADI1 ADO AHCY APIP BHMT BHMT2 CBS CDO1 CSAD CTH ENOPH1 ETHE1 FMO1 GADL1 GOT1 GOT2 MAT1A MPST MRI1 MTAP MTR MTRR SLC25A10 SQOR SUOX TST TSTD1 TXN2 REACTOME_SUMOYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION AAAS AR AURKA AURKB BIRC5 BLM BMI1 BRCA1 CASP8AP2 CBX2 CBX4 CBX5 CBX8 CDCA8 CDKN2A CETN2 CHD3 CREBBP CTBP1 DAXX DDX17 DDX5 DNMT1 DNMT3A DNMT3B EID3 EIF2AK2 EP300 ESR1 FOXL2 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 HDAC4 HDAC7 HERC2 HIC1 HIPK2 HNRNPC HNRNPK IKBKE IKBKG INCENP ING2 L3MBTL2 MBD1 MDC1 MDM2 MITF MRTFA MTA1 NCOA1 NCOA2 NCOR2 NDC1 NFKB2 NFKBIA NOP58 NPM1 NR1H2 NR1H3 NR1H4 NR1I2 NR2C1 NR3C1 NR3C2 NR4A2 NR5A1 NR5A2 NRIP1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PARK7 PARP1 PCGF2 PCNA PGR PHC1 PHC2 PHC3 PIAS1 PIAS2 PIAS3 PIAS4 PML POM121 POM121C PPARA PPARG PPARGC1A RAD21 RAD52 RAE1 RANBP2 RANGAP1 RARA RELA RING1 RNF168 RNF2 RORA RPA1 RWDD3 RXRA SAE1 SAFB SATB1 SATB2 SCMH1 SEC13 SEH1L SENP1 SENP2 SENP5 SIN3A SMC1A SMC3 SMC5 SMC6 SP100 SP3 STAG1 STAG2 SUMO1 SUMO2 SUMO3 SUZ12 TDG TFAP2A TFAP2B TFAP2C THRA THRB TOP1 TOP2A TOP2B TOPORS TP53 TP53BP1 TPR TRIM27 TRIM28 UBA2 UBE2I UHRF2 VDR VHL WRN XPC XRCC4 ZBED1 ZNF131 ZNF350 REACTOME_SUMOYLATION_OF_CHROMATIN_ORGANIZATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_CHROMATIN_ORGANIZATION_PROTEINS AAAS BMI1 CBX2 CBX4 CBX5 CBX8 CHD3 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HDAC2 HDAC4 L3MBTL2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PCGF2 PHC1 PHC2 PHC3 PIAS1 PIAS2 POM121 POM121C RAE1 RANBP2 RING1 RNF2 SATB1 SATB2 SCMH1 SEC13 SEH1L SUMO1 SUMO2 SUMO3 SUZ12 TPR UBE2I ZBED1 REACTOME_SUMOYLATION_OF_DNA_DAMAGE_RESPONSE_AND_REPAIR_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_DNA_DAMAGE_RESPONSE_AND_REPAIR_PROTEINS AAAS BLM BMI1 BRCA1 CBX2 CBX4 CBX8 CDKN2A CETN2 EID3 HDAC7 HERC2 MDC1 NDC1 NSMCE1 NSMCE2 NSMCE3 NSMCE4A NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PARP1 PCGF2 PHC1 PHC2 PHC3 PIAS1 PIAS2 PIAS4 PML POM121 POM121C RAD21 RAD52 RAE1 RANBP2 RING1 RNF168 RNF2 RPA1 SCMH1 SEC13 SEH1L SMC1A SMC3 SMC5 SMC6 SP100 STAG1 STAG2 SUMO1 SUMO2 SUMO3 TDG TPR UBE2I WRN XPC XRCC4 REACTOME_SUMOYLATION_OF_DNA_METHYLATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_DNA_METHYLATION_PROTEINS BMI1 CBX2 CBX4 CBX8 DNMT1 DNMT3A DNMT3B PCGF2 PHC1 PHC2 PHC3 RING1 RNF2 SCMH1 SUMO1 UBE2I REACTOME_SUMOYLATION_OF_DNA_REPLICATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_DNA_REPLICATION_PROTEINS AAAS AURKA AURKB BIRC5 CDCA8 INCENP NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PCNA PIAS3 PIAS4 POM121 POM121C RAE1 RANBP2 RANGAP1 SEC13 SEH1L SUMO1 SUMO2 SUMO3 TOP1 TOP2A TOP2B TPR UBE2I REACTOME_SUMOYLATION_OF_IMMUNE_RESPONSE_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_IMMUNE_RESPONSE_PROTEINS EIF2AK2 IKBKE IKBKG NFKB2 NFKBIA PIAS3 PIAS4 RELA SUMO1 SUMO3 TOPORS UBE2I REACTOME_SUMOYLATION_OF_INTRACELLULAR_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_INTRACELLULAR_RECEPTORS AR ESR1 HDAC4 NR1H2 NR1H3 NR1H4 NR1I2 NR2C1 NR3C1 NR3C2 NR4A2 NR5A1 NR5A2 PGR PIAS1 PIAS2 PIAS3 PIAS4 PPARA PPARG RARA RORA RXRA SUMO1 SUMO2 SUMO3 THRA THRB UBE2I VDR REACTOME_SUMOYLATION_OF_RNA_BINDING_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_RNA_BINDING_PROTEINS AAAS BMI1 CBX2 CBX4 CBX8 HNRNPC HNRNPK NDC1 NOP58 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PCGF2 PHC1 PHC2 PHC3 POM121 POM121C RAE1 RANBP2 RING1 RNF2 SCMH1 SEC13 SEH1L SUMO1 SUMO2 TPR UBE2I REACTOME_SUMOYLATION_OF_SUMOYLATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_SUMOYLATION_PROTEINS AAAS NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIAS4 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SUMO1 SUMO2 TOPORS TPR UBE2I REACTOME_SUMOYLATION_OF_TRANSCRIPTION_COFACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_TRANSCRIPTION_COFACTORS BMI1 CASP8AP2 CBX2 CBX4 CBX8 CREBBP CTBP1 DAXX DDX17 DDX5 EP300 HIPK2 ING2 MBD1 MRTFA NCOA1 NCOA2 NCOR2 NPM1 NRIP1 PARK7 PCGF2 PHC1 PHC2 PHC3 PIAS1 PIAS2 PIAS3 PIAS4 PPARGC1A RING1 RNF2 SAFB SCMH1 SIN3A SUMO1 SUMO2 SUMO3 TOPORS TRIM28 UBE2I UHRF2 ZNF131 ZNF350 REACTOME_SUMOYLATION_OF_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_TRANSCRIPTION_FACTORS CDKN2A FOXL2 HIC1 MDM2 MITF MTA1 PIAS1 PIAS2 PIAS3 PIAS4 SP3 SUMO1 SUMO2 SUMO3 TFAP2A TFAP2B TFAP2C TP53 TP53BP1 UBE2I REACTOME_SUMOYLATION_OF_UBIQUITINYLATION_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMOYLATION_OF_UBIQUITINYLATION_PROTEINS AAAS MDM2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 PIAS1 PIAS2 PIAS4 PML POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SUMO1 TPR TRIM27 UBE2I VHL REACTOME_SUMO_IS_CONJUGATED_TO_E1_UBA2_SAE1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMO_IS_CONJUGATED_TO_E1_UBA2_SAE1 SAE1 SUMO1 SUMO2 SUMO3 UBA2 REACTOME_SUMO_IS_PROTEOLYTICALLY_PROCESSED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMO_IS_PROTEOLYTICALLY_PROCESSED SENP1 SENP2 SENP5 SUMO1 SUMO2 SUMO3 REACTOME_SUMO_IS_TRANSFERRED_FROM_E1_TO_E2_UBE2I_UBC9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUMO_IS_TRANSFERRED_FROM_E1_TO_E2_UBE2I_UBC9 RWDD3 SAE1 SUMO1 SUMO2 SUMO3 UBA2 UBE2I REACTOME_SUPPRESSION_OF_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUPPRESSION_OF_APOPTOSIS CTSG GSK3A MAPK1 MAPK3 RNF213 SFPQ TRIM27 REACTOME_SUPPRESSION_OF_PHAGOSOMAL_MATURATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SUPPRESSION_OF_PHAGOSOMAL_MATURATION ATP6V1H CORO1A HGS KPNA1 KPNB1 NOS2 RAB5A RAB7A RPS27A UBA52 UBB UBC VPS33B REACTOME_SURFACTANT_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SURFACTANT_METABOLISM ABCA3 ADA2 ADGRF5 ADORA2A ADORA2B ADRA2A ADRA2C CCDC59 CKAP4 CSF2RA CSF2RB CTSH DMBT1 GATA6 LMCD1 NAPSA P2RY2 PGA3 PGA4 PGA5 SFTA3 SFTPA1 SFTPA2 SFTPB SFTPC SFTPD SLC34A1 SLC34A2 TTF1 ZDHHC2 REACTOME_SWITCHING_OF_ORIGINS_TO_A_POST_REPLICATIVE_STATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SWITCHING_OF_ORIGINS_TO_A_POST_REPLICATIVE_STATE ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDC6 CDK2 CDT1 CUL1 FZR1 GMNN MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_SYNAPTIC_ADHESION_LIKE_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNAPTIC_ADHESION_LIKE_MOLECULES DLG1 DLG3 DLG4 FLOT1 FLOT2 GRIA1 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D LRFN1 LRFN2 LRFN3 LRFN4 PTPRD PTPRF PTPRS RTN3 REACTOME_SYNDECAN_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNDECAN_INTERACTIONS ACTN1 CASK COL1A1 COL1A2 COL3A1 COL5A1 COL5A2 COL5A3 FGF2 FN1 ITGA2 ITGA6 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 PRKCA SDC1 SDC2 SDC3 SDC4 TGFB1 THBS1 TNC TRAPPC4 VTN REACTOME_SYNTHESIS_OF_12_EICOSATETRAENOIC_ACID_DERIVATIVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_12_EICOSATETRAENOIC_ACID_DERIVATIVES ALOX12 ALOX12B ALOX15 ALOXE3 GPX1 GPX2 GPX4 REACTOME_SYNTHESIS_OF_15_EICOSATETRAENOIC_ACID_DERIVATIVES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_15_EICOSATETRAENOIC_ACID_DERIVATIVES ALOX15 ALOX15B GPX1 GPX2 GPX4 PTGS2 REACTOME_SYNTHESIS_OF_16_20_HYDROXYEICOSATETRAENOIC_ACIDS_HETE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_16_20_HYDROXYEICOSATETRAENOIC_ACIDS_HETE CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2U1 CYP4A11 CYP4F2 REACTOME_SYNTHESIS_OF_5_EICOSATETRAENOIC_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_5_EICOSATETRAENOIC_ACIDS ALOX5 ALOX5AP GPX1 GPX2 GPX4 LTC4S PON1 PON2 PON3 REACTOME_SYNTHESIS_OF_ACTIVE_UBIQUITIN_ROLES_OF_E1_AND_E2_ENZYMES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_ACTIVE_UBIQUITIN_ROLES_OF_E1_AND_E2_ENZYMES CDC34 OTULIN RPS27A UBA1 UBA52 UBA6 UBB UBC UBE2A UBE2B UBE2C UBE2D1 UBE2D2 UBE2E1 UBE2E3 UBE2G1 UBE2G2 UBE2H UBE2K UBE2L3 UBE2Q2 UBE2R2 UBE2S UBE2T UBE2W UBE2Z UCHL3 USP5 USP7 USP9X REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS ABCB11 ACOT8 ACOX2 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AMACR BAAT CH25H CYP27A1 CYP39A1 CYP46A1 CYP7A1 CYP7B1 CYP8B1 HSD17B4 HSD3B7 NCOA1 NCOA2 NR1H4 OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 RXRA SCP2 SLC27A2 SLC27A5 REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_24_HYDROXYCHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_24_HYDROXYCHOLESTEROL AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AMACR CYP27A1 CYP39A1 CYP46A1 CYP8B1 HSD3B7 SLC27A2 SLC27A5 REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_27_HYDROXYCHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_27_HYDROXYCHOLESTEROL AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 CYP27A1 CYP7A1 CYP7B1 CYP8B1 HSD3B7 NCOA1 NCOA2 NR1H4 RXRA REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_7ALPHA_HYDROXYCHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_BILE_ACIDS_AND_BILE_SALTS_VIA_7ALPHA_HYDROXYCHOLESTEROL ABCB11 ACOT8 ACOX2 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AMACR BAAT CYP27A1 CYP7A1 CYP7B1 CYP8B1 HSD17B4 HSD3B7 NCOA1 NCOA2 NR1H4 RXRA SCP2 SLC27A2 SLC27A5 REACTOME_SYNTHESIS_OF_DIPHTHAMIDE_EEF2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_DIPHTHAMIDE_EEF2 DNAJC24 DPH1 DPH2 DPH3 DPH5 DPH6 DPH7 EEF2 REACTOME_SYNTHESIS_OF_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_DNA ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CCNE1 CCNE2 CDC16 CDC23 CDC26 CDC27 CDC45 CDC6 CDK2 CDT1 CUL1 DNA2 FEN1 FZR1 GINS1 GINS2 GINS3 GINS4 GMNN LIG1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SEM1 SKP1 SKP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S REACTOME_SYNTHESIS_OF_DOLICHYL_PHOSPHATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_DOLICHYL_PHOSPHATE DHDDS DOLK DOLPP1 MVD NUS1 SRD5A3 REACTOME_SYNTHESIS_OF_EPOXY_EET_AND_DIHYDROXYEICOSATRIENOIC_ACIDS_DHET https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_EPOXY_EET_AND_DIHYDROXYEICOSATRIENOIC_ACIDS_DHET CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP2J2 EPHX2 REACTOME_SYNTHESIS_OF_GDP_MANNOSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_GDP_MANNOSE GMPPA GMPPB HK1 MPI PMM1 PMM2 REACTOME_SYNTHESIS_OF_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI DPM2 PIGA PIGB PIGC PIGF PIGG PIGH PIGL PIGM PIGN PIGO PIGP PIGQ PIGV PIGW PIGX PIGY PIGZ REACTOME_SYNTHESIS_OF_IP2_IP_AND_INS_IN_THE_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_IP2_IP_AND_INS_IN_THE_CYTOSOL IMPA1 IMPA2 INPP1 INPP4A INPP4B INPP5A INPP5B INPP5J ISYNA1 MIOX MTMR7 MTMR9 OCRL SYNJ1 REACTOME_SYNTHESIS_OF_IP3_AND_IP4_IN_THE_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_IP3_AND_IP4_IN_THE_CYTOSOL CALM1 INPP5B INPP5D INPP5J INPPL1 ITPK1 ITPKA ITPKB ITPKC OCRL PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PLD4 PTEN SYNJ1 REACTOME_SYNTHESIS_OF_KETONE_BODIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_KETONE_BODIES AACS ACAT1 ACSS3 BDH1 BDH2 HMGCL HMGCLL1 HMGCS2 REACTOME_SYNTHESIS_OF_LEUKOTRIENES_LT_AND_EOXINS_EX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_LEUKOTRIENES_LT_AND_EOXINS_EX ABCC1 ALOX15 ALOX5 ALOX5AP CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F2 CYP4F22 CYP4F3 CYP4F8 DPEP1 DPEP2 DPEP3 GGT1 GGT5 LTA4H LTC4S MAPKAPK2 PTGR1 REACTOME_SYNTHESIS_OF_LIPOXINS_LX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_LIPOXINS_LX ALOX12 ALOX5 ALOX5AP HPGD LTC4S PTGR1 REACTOME_SYNTHESIS_OF_PA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PA ACP6 AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 ALPI DDHD1 DDHD2 GNPAT GPAM GPAT2 GPAT3 GPAT4 GPD1 GPD1L GPD2 LCLAT1 LIPH LIPI LPCAT1 LPCAT4 MIGA1 MIGA2 PLA2G10 PLA2G12A PLA2G1B PLA2G2A PLA2G2D PLA2G2E PLA2G2F PLA2G4A PLA2G4B PLA2G4D PLA2G5 PLA2R1 PLD1 PLD2 PLD6 REACTOME_SYNTHESIS_OF_PC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PC ABHD3 ACHE BCHE CEPT1 CHAT CHKA CHKB CHPT1 CSNK2A1 CSNK2A2 CSNK2B LPCAT1 LPIN1 LPIN2 LPIN3 MFSD2A PCTP PCYT1A PCYT1B PEMT PHOSPHO1 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 STARD10 STARD7 REACTOME_SYNTHESIS_OF_PE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PE CEPT1 CHKA CHKB ETNK1 ETNK2 ETNPPL LPIN1 LPIN2 LPIN3 PCYT2 PHOSPHO1 PISD SELENOI REACTOME_SYNTHESIS_OF_PG https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PG CDS2 PGS1 PLD1 PLD2 PLD3 PLD4 PLD6 PTPMT1 REACTOME_SYNTHESIS_OF_PI https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PI CDIPT CDS1 PITPNM1 PITPNM2 PITPNM3 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_EARLY_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_EARLY_ENDOSOME_MEMBRANE FIG4 INPP4A INPP4B INPP5F MTM1 MTMR10 MTMR12 MTMR2 MTMR4 PI4K2A PI4K2B PIK3C2A PIK3C3 PIK3R4 PIKFYVE VAC14 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_ER_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_ER_MEMBRANE MTMR2 PI4K2B PI4KA SACM1L SBF1 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_GOLGI_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_GOLGI_MEMBRANE ARF1 ARF3 FIG4 INPP5E OCRL PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2G PIK3C3 PIK3R4 PIKFYVE SACM1L TPTE TPTE2 VAC14 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_LATE_ENDOSOME_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_LATE_ENDOSOME_MEMBRANE FIG4 MTM1 MTMR2 MTMR4 MTMR7 MTMR9 PIK3C2A PIK3C3 PIK3R4 PIKFYVE VAC14 REACTOME_SYNTHESIS_OF_PIPS_AT_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PIPS_AT_THE_PLASMA_MEMBRANE ARF1 BMX INPP4A INPP4B INPP5D INPP5J INPP5K INPPL1 MTM1 MTMR1 MTMR14 MTMR2 MTMR3 MTMR6 MTMR8 MTMR9 OCRL PI4K2A PI4K2B PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PLEKHA1 PLEKHA2 PLEKHA3 PLEKHA4 PLEKHA5 PLEKHA6 PLEKHA8 PTEN PTPN13 RAB14 RAB4A RAB5A RUFY1 SBF2 SYNJ1 SYNJ2 REACTOME_SYNTHESIS_OF_PROSTAGLANDINS_PG_AND_THROMBOXANES_TX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PROSTAGLANDINS_PG_AND_THROMBOXANES_TX AKR1C3 CBR1 CYP8B1 HPGD HPGDS PRXL2B PTGDS PTGES PTGES2 PTGES3 PTGIS PTGR2 PTGS1 PTGS2 TBXAS1 REACTOME_SYNTHESIS_OF_PYROPHOSPHATES_IN_THE_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_PYROPHOSPHATES_IN_THE_CYTOSOL IP6K1 IP6K3 IPPK ITPK1 NUDT10 NUDT11 NUDT3 NUDT4 PPIP5K1 PPIP5K2 REACTOME_SYNTHESIS_OF_SUBSTRATES_IN_N_GLYCAN_BIOSYTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_SUBSTRATES_IN_N_GLYCAN_BIOSYTHESIS ALG5 AMDHD2 CMAS CTSA DHDDS DOLK DOLPP1 DPM1 DPM2 DPM3 FCSK FPGT FUOM GFPT1 GFPT2 GFUS GLB1 GMDS GMPPA GMPPB GNE GNPNAT1 HK1 MPI MVD NAGK NANP NANS NEU1 NEU2 NEU3 NEU4 NPL NUDT14 NUS1 PGM3 PMM1 PMM2 RENBP SLC17A5 SLC35A1 SLC35C1 SRD5A3 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST3GAL5 ST3GAL6 ST6GAL1 ST6GAL2 ST6GALNAC1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 ST6GALNAC5 ST6GALNAC6 ST8SIA1 ST8SIA2 ST8SIA3 ST8SIA4 ST8SIA5 ST8SIA6 UAP1 REACTOME_SYNTHESIS_OF_UDP_N_ACETYL_GLUCOSAMINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_UDP_N_ACETYL_GLUCOSAMINE AMDHD2 GFPT1 GFPT2 GNPNAT1 NAGK PGM3 RENBP UAP1 REACTOME_SYNTHESIS_OF_VERY_LONG_CHAIN_FATTY_ACYL_COAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_VERY_LONG_CHAIN_FATTY_ACYL_COAS ACSBG1 ACSBG2 ACSF3 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ELOVL1 ELOVL2 ELOVL3 ELOVL4 ELOVL5 ELOVL6 ELOVL7 HACD1 HACD2 HACD3 HACD4 HSD17B12 HSD17B3 SLC27A3 TECR TECRL REACTOME_SYNTHESIS_OF_WYBUTOSINE_AT_G37_OF_TRNA_PHE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_OF_WYBUTOSINE_AT_G37_OF_TRNA_PHE LCMT2 TRMT12 TRMT5 TYW1 TYW3 TYW5 REACTOME_SYNTHESIS_SECRETION_AND_DEACYLATION_OF_GHRELIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_SECRETION_AND_DEACYLATION_OF_GHRELIN ACHE BCHE CRHR2 GCG GH1 GHRL IGF1 INS KLF4 LEP MBOAT4 PCSK1 PLA2G7 SEC11A SEC11C SPCS1 SPCS2 SPCS3 UCN REACTOME_SYNTHESIS_SECRETION_AND_INACTIVATION_OF_GLUCAGON_LIKE_PEPTIDE_1_GLP_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_SECRETION_AND_INACTIVATION_OF_GLUCAGON_LIKE_PEPTIDE_1_GLP_1 CDX2 CTNNB1 DPP4 FFAR1 FFAR4 GCG GNAT3 GNB1 GNB3 GNG13 GPR119 GRP LEP PAX6 PCSK1 SEC11A SEC11C SPCS1 SPCS2 SPCS3 TCF7L2 REACTOME_SYNTHESIS_SECRETION_AND_INACTIVATION_OF_GLUCOSE_DEPENDENT_INSULINOTROPIC_POLYPEPTIDE_GIP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_SYNTHESIS_SECRETION_AND_INACTIVATION_OF_GLUCOSE_DEPENDENT_INSULINOTROPIC_POLYPEPTIDE_GIP DPP4 FFAR1 GATA4 GIP GPR119 ISL1 PAX6 PCSK1 SEC11A SEC11C SPCS1 SPCS2 SPCS3 REACTOME_S_PHASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_S_PHASE AKT1 AKT2 AKT3 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CABLES1 CCNA1 CCNA2 CCND1 CCNE1 CCNE2 CCNH CDC16 CDC23 CDC25A CDC25B CDC26 CDC27 CDC45 CDC6 CDCA5 CDK2 CDK4 CDK7 CDKN1A CDKN1B CDT1 CKS1B CUL1 DNA2 E2F1 E2F4 E2F5 ESCO1 ESCO2 FEN1 FZR1 GINS1 GINS2 GINS3 GINS4 GMNN GSK3B LIG1 LIN37 LIN52 LIN54 LIN9 MAX MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MNAT1 MYC ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA PDS5A PDS5B POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 PRIM1 PRIM2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTK6 RAD21 RB1 RBBP4 RBL2 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SEM1 SKP1 SKP2 SMC1A SMC3 STAG1 STAG2 TFDP1 TFDP2 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S WAPL WEE1 REACTOME_TACHYKININ_RECEPTORS_BIND_TACHYKININS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TACHYKININ_RECEPTORS_BIND_TACHYKININS TAC1 TAC3 TACR1 TACR2 TACR3 REACTOME_TAK1_DEPENDENT_IKK_AND_NF_KAPPA_B_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TAK1_DEPENDENT_IKK_AND_NF_KAPPA_B_ACTIVATION AGER ALPK1 APP CASP8 CHUK HMGB1 IKBIP IKBKB IKBKG IRAK1 IRAK2 LRRC14 MAP3K7 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 RELA RIPK2 RPS27A S100A12 S100B SAA1 TAB1 TAB2 TAB3 TIFA TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 REACTOME_TANDEM_PORE_DOMAIN_POTASSIUM_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TANDEM_PORE_DOMAIN_POTASSIUM_CHANNELS KCNK1 KCNK10 KCNK13 KCNK16 KCNK17 KCNK18 KCNK2 KCNK3 KCNK4 KCNK6 KCNK7 KCNK9 REACTOME_TBC_RABGAPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TBC_RABGAPS ARF6 GABARAP GABARAPL2 GGA1 GGA2 GGA3 MAP1LC3B OPTN RAB11A RAB11B RAB33A RAB33B RAB35 RAB4A RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RABEP1 RABGAP1 RABGEF1 SYTL1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D24 TBC1D25 TBC1D3 TBC1D7 TSC1 TSC2 ULK1 REACTOME_TCF_DEPENDENT_SIGNALING_IN_RESPONSE_TO_WNT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TCF_DEPENDENT_SIGNALING_IN_RESPONSE_TO_WNT AKT1 AKT2 AMER1 APC ASH2L AXIN1 AXIN2 BCL9 BCL9L BTRC CAV1 CBY1 CCDC88C CDC73 CHD8 CREBBP CSNK1A1 CSNK1E CSNK1G2 CSNK2A1 CSNK2A2 CSNK2B CTBP1 CTNNB1 CTNNBIP1 CUL3 CXXC4 DACT1 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EP300 FRAT1 FRAT2 FZD1 FZD2 FZD4 FZD5 FZD6 FZD8 GSK3B H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HECW1 KAT5 KLHL12 KMT2D KREMEN1 KREMEN2 LEF1 LEO1 LGR4 LGR5 LGR6 LRP5 LRP6 MEN1 MYC PIP5K1B PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PYGO1 PYGO2 RBBP5 RBX1 RNF146 RNF43 RPS27A RSPO1 RSPO2 RSPO3 RSPO4 RUNX3 RUVBL1 RYK SEM1 SFRP1 SFRP2 SMARCA4 SMURF2 SOST SOX13 SOX17 SOX2 SOX3 SOX4 SOX6 SOX7 SOX9 SRY TCF4 TCF7 TCF7L1 TCF7L2 TERT TLE1 TLE2 TLE3 TLE4 TNKS TNKS2 TRRAP UBA52 UBB UBC USP34 USP8 WIF1 WNT1 WNT3 WNT3A WNT4 WNT5A WNT8A WNT8B WNT9A XIAP XPO1 YWHAZ ZNRF3 REACTOME_TCR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TCR_SIGNALING BCL10 BTRC CARD11 CD101 CD247 CD3D CD3E CD3G CD4 CDC34 CHUK CSK CUL1 ENAH EVL FBXW11 FYB1 GRAP2 HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB4 HLA-DRB5 IKBKB IKBKG INPP5D ITK LAT LCK LCP2 MALT1 MAP3K7 NCK1 NFKB1 NFKBIA PAG1 PAK1 PAK2 PAK3 PDPK1 PIK3CA PIK3CB PIK3R1 PIK3R2 PLCG1 PLCG2 PRKCQ PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTPN22 PTPRC PTPRJ RELA RIPK2 RPS27A SEM1 SKP1 TAB2 TRAF6 TRAT1 TRAV19 TRAV29DV5 TRAV8-4 TRBV12-3 TRBV7-9 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2N UBE2V1 VASP WAS ZAP70 REACTOME_TELOMERE_C_STRAND_LAGGING_STRAND_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TELOMERE_C_STRAND_LAGGING_STRAND_SYNTHESIS ACD BLM CHTF18 CHTF8 CTC1 DNA2 DSCC1 FEN1 LIG1 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POT1 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 STN1 TEN1 TERF1 TERF2 TERF2IP TINF2 WRN REACTOME_TELOMERE_C_STRAND_SYNTHESIS_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TELOMERE_C_STRAND_SYNTHESIS_INITIATION ACD CTC1 POLA1 POLA2 POT1 PRIM1 PRIM2 STN1 TEN1 TERF1 TERF2 TERF2IP TINF2 REACTOME_TELOMERE_EXTENSION_BY_TELOMERASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TELOMERE_EXTENSION_BY_TELOMERASE ACD ANKRD28 CCNA1 CCNA2 CDK2 DKC1 GAR1 NHP2 NOP10 PIF1 POT1 PPP6C PPP6R3 RTEL1 RUVBL1 RUVBL2 SHQ1 TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 REACTOME_TELOMERE_MAINTENANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TELOMERE_MAINTENANCE ACD ANKRD28 ATRX BLM CCNA1 CCNA2 CDK2 CHTF18 CHTF8 CTC1 DAXX DKC1 DNA2 DSCC1 FEN1 GAR1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3-4 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 LIG1 NHP2 NOP10 PCNA PIF1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POT1 PPP6C PPP6R3 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RTEL1 RUVBL1 RUVBL2 SHQ1 STN1 TEN1 TERF1 TERF2 TERF2IP TERT TINF2 WRAP53 WRN REACTOME_TERMINAL_PATHWAY_OF_COMPLEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TERMINAL_PATHWAY_OF_COMPLEMENT C5 C6 C7 C8A C8B C8G C9 CLU REACTOME_TERMINATION_OF_O_GLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TERMINATION_OF_O_GLYCAN_BIOSYNTHESIS MUC1 MUC12 MUC13 MUC15 MUC16 MUC17 MUC20 MUC21 MUC3A MUC4 MUC5AC MUC5B MUC6 MUC7 MUCL1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 REACTOME_TERMINATION_OF_TRANSLESION_DNA_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TERMINATION_OF_TRANSLESION_DNA_SYNTHESIS ISG15 PCLAF PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK REV1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A TRIM25 UBA52 UBA7 UBB UBC UBE2L6 USP10 USP43 REACTOME_TETRAHYDROBIOPTERIN_BH4_SYNTHESIS_RECYCLING_SALVAGE_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TETRAHYDROBIOPTERIN_BH4_SYNTHESIS_RECYCLING_SALVAGE_AND_REGULATION AKT1 CALM1 DHFR GCH1 GCHFR HSP90AA1 NOS3 PRKG2 PTS SPR REACTOME_TFAP2A_ACTS_AS_A_TRANSCRIPTIONAL_REPRESSOR_DURING_RETINOIC_ACID_INDUCED_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TFAP2A_ACTS_AS_A_TRANSCRIPTIONAL_REPRESSOR_DURING_RETINOIC_ACID_INDUCED_CELL_DIFFERENTIATION HSPD1 MYBL2 NOP2 NPM1 TFAP2A REACTOME_TFAP2_AP_2_FAMILY_REGULATES_TRANSCRIPTION_OF_CELL_CYCLE_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TFAP2_AP_2_FAMILY_REGULATES_TRANSCRIPTION_OF_CELL_CYCLE_FACTORS CDKN1A KDM5B MYC TFAP2A TFAP2C REACTOME_TFAP2_AP_2_FAMILY_REGULATES_TRANSCRIPTION_OF_GROWTH_FACTORS_AND_THEIR_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TFAP2_AP_2_FAMILY_REGULATES_TRANSCRIPTION_OF_GROWTH_FACTORS_AND_THEIR_RECEPTORS ATAD2 CGA CGB3 CGB5 CGB8 EGFR ERBB2 ESR1 KIT TFAP2A TFAP2B TFAP2C TGFA VEGFA YY1 REACTOME_TGFBR3_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TGFBR3_EXPRESSION AGO1 AGO2 AGO3 AGO4 EP300 HELLS KLF16 MIR23B MIR27B MIRLET7A1 MOV10 MYCN MYF5 MYF6 MYOD1 MYOG RARA RXRA SMAD3 SMAD4 SP1 TCF12 TCF3 TCF4 TGFBR3 TNRC6A TNRC6B TNRC6C REACTOME_TGFBR3_PTM_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TGFBR3_PTM_REGULATION APH1A APH1B MMP14 MMP16 NCSTN PSEN1 PSEN2 PSENEN TGFBR3 TIMP1 TIMP2 REACTOME_TGFBR3_REGULATES_TGF_BETA_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TGFBR3_REGULATES_TGF_BETA_SIGNALING ARRB1 ARRB2 GIPC1 TGFB1 TGFB2 TGFBR1 TGFBR2 TGFBR3 REACTOME_TGF_BETA_RECEPTOR_SIGNALING_ACTIVATES_SMADS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TGF_BETA_RECEPTOR_SIGNALING_ACTIVATES_SMADS BAMBI CBL FBN1 FKBP1A FURIN ITGA8 ITGAV ITGB1 ITGB3 ITGB5 ITGB6 ITGB8 LTBP1 LTBP2 LTBP3 LTBP4 MTMR4 NEDD4L NEDD8 PMEPA1 PPP1CA PPP1CB PPP1CC PPP1R15A RPS27A SMAD2 SMAD3 SMAD4 SMAD7 SMURF1 SMURF2 STRAP STUB1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 UBA52 UBB UBC UBE2M UCHL5 USP15 XPO1 ZFYVE9 REACTOME_TGF_BETA_RECEPTOR_SIGNALING_IN_EMT_EPITHELIAL_TO_MESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TGF_BETA_RECEPTOR_SIGNALING_IN_EMT_EPITHELIAL_TO_MESENCHYMAL_TRANSITION ARHGEF18 CGN F11R FKBP1A PARD3 PARD6A PRKCZ RHOA RPS27A SMURF1 TGFB1 TGFBR1 TGFBR2 UBA52 UBB UBC REACTOME_THE_ACTIVATION_OF_ARYLSULFATASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_ACTIVATION_OF_ARYLSULFATASES ARSA ARSB ARSD ARSF ARSG ARSH ARSI ARSJ ARSK ARSL STS SUMF1 SUMF2 REACTOME_THE_CANONICAL_RETINOID_CYCLE_IN_RODS_TWILIGHT_VISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_CANONICAL_RETINOID_CYCLE_IN_RODS_TWILIGHT_VISION ABCA4 CYP4V2 DHRS9 HSD17B1 HSD17B6 LRAT MYO7A NAPEPLD RBP1 RBP3 RBP4 RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 RHO RLBP1 RPE65 SDR9C7 STRA6 TTR REACTOME_THE_FATTY_ACID_CYCLING_MODEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_FATTY_ACID_CYCLING_MODEL SLC25A14 SLC25A27 UCP1 UCP2 UCP3 REACTOME_THE_NLRP3_INFLAMMASOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_NLRP3_INFLAMMASOME APP CASP1 HMOX1 HSP90AB1 MEFV NFKB1 NFKB2 NLRP3 P2RX7 PANX1 PSTPIP1 PYCARD RELA SUGT1 TXN TXNIP REACTOME_THE_PHOTOTRANSDUCTION_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_PHOTOTRANSDUCTION_CASCADE CALM1 CAMKMT CNGA1 CNGB1 FNTA FNTB GNAT1 GNB1 GNB5 GNGT1 GRK1 GRK4 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F METAP1 METAP2 NMT1 NMT2 PDE6A PDE6B PDE6G PPEF1 PRKCA PRKCQ RCVRN RGS9 RGS9BP RHO SAG SLC24A1 REACTOME_THE_RETINOID_CYCLE_IN_CONES_DAYLIGHT_VISION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_RETINOID_CYCLE_IN_CONES_DAYLIGHT_VISION AWAT2 DHRS3 OPN1LW OPN1MW OPN1SW RBP3 RLBP1 REACTOME_THE_ROLE_OF_GTSE1_IN_G2_M_PROGRESSION_AFTER_G2_CHECKPOINT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_ROLE_OF_GTSE1_IN_G2_M_PROGRESSION_AFTER_G2_CHECKPOINT CCNB1 CCNB2 CDK1 CDKN1A FKBPL GTSE1 HSP90AA1 HSP90AB1 MAPRE1 PLK1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A SEM1 TP53 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UBA52 UBB UBC REACTOME_THE_ROLE_OF_NEF_IN_HIV_1_REPLICATION_AND_DISEASE_PATHOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THE_ROLE_OF_NEF_IN_HIV_1_REPLICATION_AND_DISEASE_PATHOGENESIS AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARF1 ATP6V1H B2M CD247 CD28 CD4 CD8B DOCK2 ELMO1 FYN HCK HLA-A LCK PACS1 PAK2 RAC1 REACTOME_THROMBIN_SIGNALLING_THROUGH_PROTEINASE_ACTIVATED_RECEPTORS_PARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THROMBIN_SIGNALLING_THROUGH_PROTEINASE_ACTIVATED_RECEPTORS_PARS ARRB1 ARRB2 F2 F2R F2RL2 F2RL3 GNA11 GNA12 GNA13 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MAPK1 MAPK3 SRC REACTOME_THROMBOXANE_SIGNALLING_THROUGH_TP_RECEPTOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THROMBOXANE_SIGNALLING_THROUGH_TP_RECEPTOR AAMP GNA11 GNA13 GNA14 GNA15 GNAQ GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 TBXA2R REACTOME_THYROXINE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_THYROXINE_BIOSYNTHESIS CGA DIO1 DIO2 DIO3 DUOX1 DUOX2 IYD SLC5A5 TPO TSHB REACTOME_TICAM1_DEPENDENT_ACTIVATION_OF_IRF3_IRF7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TICAM1_DEPENDENT_ACTIVATION_OF_IRF3_IRF7 IKBKE IRF3 IRF7 OPTN RPS27A TANK TBK1 TICAM1 TLR3 TRAF3 UBA52 UBB UBC REACTOME_TICAM1_RIP1_MEDIATED_IKK_COMPLEX_RECRUITMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TICAM1_RIP1_MEDIATED_IKK_COMPLEX_RECRUITMENT BIRC2 BIRC3 CHUK IKBKB IKBKG RIPK1 RIPK3 RPS27A TICAM1 TLR3 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2N UBE2V1 REACTOME_TICAM1_TRAF6_DEPENDENT_INDUCTION_OF_TAK1_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TICAM1_TRAF6_DEPENDENT_INDUCTION_OF_TAK1_COMPLEX MAP3K7 RPS27A TAB1 TAB2 TAB3 TICAM1 TLR3 TRAF6 UBA52 UBB UBC REACTOME_TIE2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TIE2_SIGNALING ANGPT1 ANGPT2 ANGPT4 DOK2 GRB14 GRB2 GRB7 HRAS KRAS NRAS PIK3CA PIK3CB PIK3R1 PIK3R2 PTPN11 SHC1 SOS1 TEK REACTOME_TIGHT_JUNCTION_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TIGHT_JUNCTION_INTERACTIONS CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 CRB3 F11R PALS1 PARD3 PARD6A PARD6B PARD6G PATJ PRKCI REACTOME_TLR3_MEDIATED_TICAM1_DEPENDENT_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TLR3_MEDIATED_TICAM1_DEPENDENT_PROGRAMMED_CELL_DEATH CASP8 FADD RIPK1 RIPK3 TICAM1 TLR3 REACTOME_TNFR1_INDUCED_NF_KAPPA_B_SIGNALING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFR1_INDUCED_NF_KAPPA_B_SIGNALING_PATHWAY BIRC2 BIRC3 CHUK CYLD IKBKB IKBKG MAP3K7 OPTN OTUD1 OTUD7B RACK1 RBCK1 RIPK1 RNF31 RPS27A SHARPIN SPATA2 TAB1 TAB2 TAB3 TNF TNFAIP3 TNFRSF1A TRADD TRAF1 TRAF2 UBA52 UBB UBC USP2 USP21 USP4 XIAP REACTOME_TNFR1_INDUCED_PROAPOPTOTIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFR1_INDUCED_PROAPOPTOTIC_SIGNALING BIRC2 BIRC3 CASP8 CYLD FADD IKBKE MIB2 OPTN OTUD1 OTUD7B RBCK1 RIPK1 RNF31 SHARPIN SPATA2 TBK1 TNF TNFAIP3 TNFRSF1A TRADD TRAF2 USP2 USP21 USP4 XIAP REACTOME_TNFR1_MEDIATED_CERAMIDE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFR1_MEDIATED_CERAMIDE_PRODUCTION NSMAF RACK1 SMPD2 SMPD3 TNF TNFRSF1A REACTOME_TNFR2_NON_CANONICAL_NF_KB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFR2_NON_CANONICAL_NF_KB_PATHWAY BIRC2 BIRC3 BTRC CD27 CD40 CD40LG CD70 CHUK CUL1 EDA EDA2R EDAR EDARADD FASLG FBXW11 LTA LTB LTBR MAP3K14 NFKB2 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RELB RPS27A SEM1 SKP1 TNF TNFRSF11A TNFRSF11B TNFRSF12A TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF11 TNFSF12 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 TRAF2 TRAF3 UBA3 UBA52 UBB UBC UBE2M REACTOME_TNFS_BIND_THEIR_PHYSIOLOGICAL_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNFS_BIND_THEIR_PHYSIOLOGICAL_RECEPTORS CD27 CD70 EDA EDA2R EDAR EDARADD FASLG LTA TNFRSF11B TNFRSF13B TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF4 TNFRSF6B TNFRSF8 TNFRSF9 TNFSF11 TNFSF13 TNFSF13B TNFSF14 TNFSF15 TNFSF18 TNFSF4 TNFSF8 TNFSF9 REACTOME_TNF_RECEPTOR_SUPERFAMILY_TNFSF_MEMBERS_MEDIATING_NON_CANONICAL_NF_KB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNF_RECEPTOR_SUPERFAMILY_TNFSF_MEMBERS_MEDIATING_NON_CANONICAL_NF_KB_PATHWAY BIRC2 BIRC3 CD40 CD40LG LTA LTB LTBR MAP3K14 TNFRSF11A TNFRSF12A TNFRSF13C TNFSF11 TNFSF12 TNFSF13B TNFSF14 TRAF2 TRAF3 REACTOME_TNF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TNF_SIGNALING ADAM17 BAG4 BIRC2 BIRC3 CASP8 CFLAR CHUK CLIP3 CYLD FADD IKBKB IKBKE IKBKG MADD MAP3K7 MAPKAPK2 MIB2 NSMAF OPTN OTUD1 OTUD7B OTULIN RACK1 RBCK1 RIPK1 RNF31 RPS27A SHARPIN SMPD2 SMPD3 SPATA2 SPPL2A SPPL2B STUB1 TAB1 TAB2 TAB3 TAX1BP1 TBK1 TNF TNFAIP3 TNFRSF1A TRADD TRAF1 TRAF2 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2L3 ULK1 USP2 USP21 USP4 XIAP REACTOME_TOLL_LIKE_RECEPTOR_9_TLR9_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TOLL_LIKE_RECEPTOR_9_TLR9_CASCADE AGER ALPK1 APP ATF1 ATF2 BTRC CASP8 CD14 CHUK CREB1 CUL1 DUSP3 DUSP4 DUSP6 DUSP7 ECSIT EEA1 ELK1 FBXW11 FOS HMGB1 IKBIP IKBKB IKBKG IRAK1 IRAK2 IRAK4 IRF5 IRF7 JUN LRRC14 LY96 MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PIK3C3 PIK3R4 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RBSN RELA RIPK2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A12 S100B SAA1 SKP1 SLC15A4 TAB1 TAB2 TAB3 TASL TICAM1 TICAM2 TIFA TLR4 TLR7 TLR9 TNIP2 TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 VRK3 REACTOME_TOLL_LIKE_RECEPTOR_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TOLL_LIKE_RECEPTOR_CASCADES AGER ALPK1 APOB APP ATF1 ATF2 BIRC2 BIRC3 BPI BTK BTRC CASP8 CD14 CD180 CD36 CHUK CNPY3 CREB1 CTSB CTSK CTSL CTSS CTSV CUL1 DNM1 DNM2 DNM3 DUSP3 DUSP4 DUSP6 DUSP7 ECSIT EEA1 ELK1 FADD FBXW11 FGA FGB FGG FOS GSDMD GSDME HMGB1 HSP90B1 IKBIP IKBKB IKBKE IKBKG IRAK1 IRAK2 IRAK3 IRAK4 IRF3 IRF5 IRF7 ITGAM ITGB2 JUN LBP LGMN LRRC14 LY86 LY96 MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 OPTN PELI1 PELI2 PELI3 PIK3C3 PIK3R4 PLCG2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D PTPN11 PTPN4 RBSN RELA RIPK1 RIPK2 RIPK3 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A1 S100A12 S100A8 S100A9 S100B SAA1 SARM1 SFTPA1 SFTPA2 SFTPD SIGIRR SKP1 SLC15A4 SOCS1 TAB1 TAB2 TAB3 TANK TASL TBK1 TICAM1 TICAM2 TIFA TIRAP TLR1 TLR10 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TNIP2 TP53 TRAF2 TRAF3 TRAF6 UBA52 UBB UBC UBE2D1 UBE2D2 UBE2D3 UBE2N UBE2V1 UNC93B1 USP14 USP18 VRK3 REACTOME_TOLL_LIKE_RECEPTOR_TLR1_TLR2_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TOLL_LIKE_RECEPTOR_TLR1_TLR2_CASCADE AGER ALPK1 APP ATF1 ATF2 BTK BTRC CASP8 CD14 CD36 CHUK CREB1 CUL1 DUSP3 DUSP4 DUSP6 DUSP7 ECSIT ELK1 FBXW11 FGA FGB FGG FOS HMGB1 IKBIP IKBKB IKBKG IRAK1 IRAK2 IRAK3 IRAK4 JUN LRRC14 LY96 MAP2K1 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAPKAPK3 MEF2A MEF2C MYD88 N4BP1 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRC5 NLRX1 NOD1 NOD2 PELI1 PELI2 PELI3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5D RELA RIPK2 RPS27A RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 S100A1 S100A12 S100A8 S100A9 S100B SAA1 SFTPA1 SFTPA2 SFTPD SIGIRR SKP1 SOCS1 TAB1 TAB2 TAB3 TIFA TIRAP TLR1 TLR2 TLR4 TLR6 TNIP2 TP53 TRAF2 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 USP14 USP18 VRK3 REACTOME_TOXICITY_OF_BOTULINUM_TOXIN_TYPE_D_BOTD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TOXICITY_OF_BOTULINUM_TOXIN_TYPE_D_BOTD SV2A SV2B SV2C VAMP1 VAMP2 REACTOME_TP53_REGULATES_METABOLIC_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_METABOLIC_GENES AGO1 AGO2 AGO3 AGO4 AKT1 AKT2 AKT3 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C CYCS DDIT4 G6PD GLS GLS2 GPI GPX2 GSR HIGD1C LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MLST8 MOV10 MT-CO1 MT-CO2 MT-CO3 MTOR NDUFA4 PRDX1 PRDX2 PRDX5 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PTEN RHEB RPTOR RRAGA RRAGB RRAGC RRAGD RRM2B SCO2 SESN1 SESN2 SESN3 SFN SLC38A9 TIGAR TNRC6A TNRC6B TNRC6C TP53 TP63 TSC1 TSC2 TXN TXNRD1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_ADDITIONAL_CELL_CYCLE_GENES_WHOSE_EXACT_ROLE_IN_THE_P53_PATHWAY_REMAIN_UNCERTAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_ADDITIONAL_CELL_CYCLE_GENES_WHOSE_EXACT_ROLE_IN_THE_P53_PATHWAY_REMAIN_UNCERTAIN BTG2 CDC25C CENPJ CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 NPM1 PLAGL1 PLK2 PLK3 RGCC TNKS1BP1 TP53 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CASPASE_ACTIVATORS_AND_CASPASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CASPASE_ACTIVATORS_AND_CASPASES APAF1 ATM CASP1 CASP10 CASP2 CASP6 CRADD NLRC4 PIDD1 TP53 TP63 TP73 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CELL_CYCLE_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CELL_CYCLE_GENES ARID3A AURKA BAX BTG2 CARM1 CCNA1 CCNA2 CCNB1 CCNE1 CCNE2 CDC25C CDK1 CDK2 CDKN1A CDKN1B CENPJ CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 E2F1 E2F4 E2F7 E2F8 EP300 GADD45A NPM1 PCBP4 PCNA PLAGL1 PLK2 PLK3 PRMT1 RBL1 RBL2 RGCC SFN TFDP1 TFDP2 TNKS1BP1 TP53 ZNF385A REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CELL_DEATH_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_CELL_DEATH_GENES AIFM2 APAF1 ATM BAX BBC3 BCL2L14 BCL6 BID BIRC5 BNIP3L CASP1 CASP10 CASP2 CASP6 CHM CRADD CREBBP FAS IGFBP3 NDRG1 NLRC4 PERP PIDD1 PMAIP1 PPP1R13B PRELID1 PRELID3A RABGGTA RABGGTB STEAP3 TMEM219 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TP53 TP53AIP1 TP53BP2 TP53I3 TP53INP1 TP63 TP73 TRIAP1 ZNF420 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_DEATH_RECEPTORS_AND_LIGANDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_DEATH_RECEPTORS_AND_LIGANDS FAS IGFBP3 PPP1R13B TMEM219 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TP53 TP53BP2 TP63 TP73 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_DNA_REPAIR_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_DNA_REPAIR_GENES ATF2 ATM ATR BRCA1 CCNH CCNK CCNT1 CCNT2 CDK12 CDK13 CDK7 CDK9 CHEK1 CTDP1 DDB2 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 FANCC FANCD2 FANCI FOS GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 JUN MDC1 MLH1 MNAT1 MSH2 NELFA NELFB NELFCD NELFE PMS2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RAD51D SSRP1 SUPT16H SUPT4H1 SUPT5H TCEA1 TP53 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_CYTOCHROME_C_RELEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_CYTOCHROME_C_RELEASE AIFM2 ATM BAX BBC3 BID BNIP3L CREBBP PMAIP1 PPP1R13B PRELID1 PRELID3A STEAP3 TP53 TP53AIP1 TP53BP2 TP53INP1 TP63 TP73 TRIAP1 ZNF420 REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_G1_CELL_CYCLE_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_G1_CELL_CYCLE_ARREST ARID3A CCNA1 CCNA2 CCNE1 CCNE2 CDK2 CDKN1A CDKN1B E2F1 E2F7 E2F8 PCBP4 TP53 ZNF385A REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_G2_CELL_CYCLE_ARREST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_GENES_INVOLVED_IN_G2_CELL_CYCLE_ARREST AURKA BAX CARM1 CCNB1 CDC25C CDK1 E2F4 EP300 GADD45A PCNA PRMT1 RBL1 RBL2 SFN TFDP1 TFDP2 TP53 ZNF385A REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_SEVERAL_ADDITIONAL_CELL_DEATH_GENES_WHOSE_SPECIFIC_ROLES_IN_P53_DEPENDENT_APOPTOSIS_REMAIN_UNCERTAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TP53_REGULATES_TRANSCRIPTION_OF_SEVERAL_ADDITIONAL_CELL_DEATH_GENES_WHOSE_SPECIFIC_ROLES_IN_P53_DEPENDENT_APOPTOSIS_REMAIN_UNCERTAIN BCL2L14 BCL6 BIRC5 CHM NDRG1 PERP PPP1R13B RABGGTA RABGGTB TP53 TP53BP2 TP53I3 TP63 TP73 REACTOME_TRAF3_DEPENDENT_IRF_ACTIVATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF3_DEPENDENT_IRF_ACTIVATION_PATHWAY CREBBP EP300 IFIH1 IFNB1 IKBKE IRF3 IRF7 MAVS RIGI RNF135 SIKE1 TBK1 TRAF3 TRIM25 TRIM4 REACTOME_TRAF6_MEDIATED_INDUCTION_OF_TAK1_COMPLEX_WITHIN_TLR4_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF6_MEDIATED_INDUCTION_OF_TAK1_COMPLEX_WITHIN_TLR4_COMPLEX CD14 IRAK2 LY96 MAP3K7 RPS27A SARM1 TAB1 TAB2 TAB3 TICAM1 TICAM2 TLR4 TRAF6 UBA52 UBB UBC REACTOME_TRAF6_MEDIATED_IRF7_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF6_MEDIATED_IRF7_ACTIVATION CREBBP EP300 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKE IRF3 IRF7 MAVS RIGI RNF135 SIKE1 TANK TBK1 TRAF2 TRAF6 TRIM25 TRIM4 REACTOME_TRAF6_MEDIATED_IRF7_ACTIVATION_IN_TLR7_8_OR_9_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF6_MEDIATED_IRF7_ACTIVATION_IN_TLR7_8_OR_9_SIGNALING IRAK1 IRAK4 IRF7 MYD88 RPS27A TLR7 TLR9 TRAF6 UBA52 UBB UBC UBE2N UBE2V1 REACTOME_TRAF6_MEDIATED_NF_KB_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAF6_MEDIATED_NF_KB_ACTIVATION AGER APP CHUK HMGB1 IFIH1 IKBKB IKBKG MAP3K1 MAVS NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 RELA RIGI RNF135 S100A12 S100B SAA1 TRAF2 TRAF6 TRIM25 TRIM4 REACTOME_TRAFFICKING_AND_PROCESSING_OF_ENDOSOMAL_TLR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAFFICKING_AND_PROCESSING_OF_ENDOSOMAL_TLR CNPY3 CTSB CTSK CTSL CTSS CTSV HSP90B1 LGMN TLR3 TLR7 TLR8 TLR9 UNC93B1 REACTOME_TRAFFICKING_OF_AMPA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAFFICKING_OF_AMPA_RECEPTORS AKAP5 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CACNG2 CACNG3 CACNG4 CACNG8 CAMK2A CAMK2B CAMK2D CAMK2G DLG1 DLG4 EPB41L1 GRIA1 GRIA2 GRIA3 GRIA4 GRIP1 GRIP2 MDM2 MYO6 NSF PICK1 PRKCA PRKCB PRKCG TSPAN7 REACTOME_TRAFFICKING_OF_GLUR2_CONTAINING_AMPA_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAFFICKING_OF_GLUR2_CONTAINING_AMPA_RECEPTORS AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 GRIA1 GRIA2 GRIA3 GRIA4 GRIP1 GRIP2 NSF PICK1 PRKCA PRKCB PRKCG TSPAN7 REACTOME_TRAFFICKING_OF_MYRISTOYLATED_PROTEINS_TO_THE_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAFFICKING_OF_MYRISTOYLATED_PROTEINS_TO_THE_CILIUM ARL3 CYS1 NPHP3 RP2 UNC119B REACTOME_TRAIL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRAIL_SIGNALING CASP10 CASP8 CFLAR FADD TNFRSF10A TNFRSF10B TNFRSF10D TNFSF10 REACTOME_TRANSCRIPTIONAL_ACTIVATION_OF_MITOCHONDRIAL_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_ACTIVATION_OF_MITOCHONDRIAL_BIOGENESIS ACSS2 ALAS1 ATF2 ATP5F1B CALM1 CAMK4 CARM1 CHD9 CREB1 CREBBP CRTC1 CRTC2 CRTC3 CYCS ESRRA GABPA GABPB1 GLUD1 GLUD2 HCFC1 HDAC3 HELZ2 IDH2 MED1 MEF2C MEF2D MTERF1 NCOA1 NCOA2 NCOA6 NCOR1 NR1D1 NRF1 PERM1 POLG2 POLRMT PPARA PPARGC1A PPARGC1B PPRC1 RXRA SIRT3 SIRT4 SIRT5 SMARCD3 SOD2 SSBP1 TBL1X TBL1XR1 TFAM TFB1M TFB2M TGS1 TWNK USP46 REACTOME_TRANSCRIPTIONAL_ACTIVITY_OF_SMAD2_SMAD3_SMAD4_HETEROTRIMER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_ACTIVITY_OF_SMAD2_SMAD3_SMAD4_HETEROTRIMER ATP1B4 CCNC CCNK CCNT1 CCNT2 CDK8 CDK9 CDKN2B COL1A2 E2F4 E2F5 EP300 FURIN HDAC1 JUNB MAPK1 MAPK3 MEN1 MYC NCOR1 NCOR2 NEDD4L PARP1 PPM1A RBL1 RNF111 RPS27A SERPINE1 SKI SKIL SMAD2 SMAD3 SMAD4 SMAD7 SMURF2 SNW1 SP1 STAT1 TFDP1 TFDP2 TGIF1 TGIF2 TRIM33 UBA52 UBB UBC UBE2D1 UBE2D3 USP9X WWTR1 YBX1 REACTOME_TRANSCRIPTIONAL_AND_POST_TRANSLATIONAL_REGULATION_OF_MITF_M_EXPRESSION_AND_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_AND_POST_TRANSLATIONAL_REGULATION_OF_MITF_M_EXPRESSION_AND_ACTIVITY AIMP1 AIMP2 AKT3 ALX3 CDH1 CREB1 CREBBP CTNNB1 DARS1 EDN1 EDN3 EDNRB EEF1E1 EPRS1 FOXD3 GSK3B HDAC1 HINT1 IARS1 ID1 KARS1 KIT KITLG LARS1 LEF1 MAPK1 MAPK3 MARS1 MC1R MC3R MC4R MC5R MITF PAX3 POMC POU3F2 QARS1 RARS1 RPS6KA1 SIRT1 SNAI2 SOX10 SOX2 SOX9 TBX3 TFE3 TFEB TFEC WNT3A XPO1 ZIC1 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_E2F6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_E2F6 APAF1 BMI1 BRCA1 CBX3 CBX5 CDC7 CHEK1 E2F1 E2F6 EED EHMT1 EHMT2 EPC1 EZH2 L3MBTL2 MAX MGA PCGF2 PCGF6 PHC1 PHC3 RAD51 RBBP4 RBBP7 RBBP8 RING1 RNF2 RRM2 RYBP SUZ12 TFDP1 TFDP2 UXT YAF2 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_MECP2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_MECP2 AGO1 AGO2 AGO3 AGO4 AURKB BDNF CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CREB1 CRH DGCR8 DLL1 FKBP5 FOXG1 GAD1 GAD2 GAMT GPRIN1 GPS2 GRIA2 GRIN2A GRIN2B HDAC1 HDAC2 HDAC3 HIPK2 HTT IRAK1 LBR MECP2 MEF2C MET MIR132 MIR137 MOBP MOV10 NCOR1 NCOR2 NOTCH1 OPRK1 OPRM1 PPARG PRKACA PTEN PTPN1 PTPN4 PVALB RBFOX1 SGK1 SIN3A SLC2A3 SOX2 SST TBL1X TBL1XR1 TNRC6A TNRC6B TNRC6C TRPC3 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_NPAS4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_NPAS4 AGO1 AGO2 AGO3 AGO4 ARNT ARNT2 BDNF BMAL1 CDK5 CDK5R1 CREBBP FOS GEM INS IQSEC3 KCNIP3 MAGED1 MAPK1 MAPK3 MDM2 MOV10 NAMPT NPAS4 NR3C1 PLK2 RBFOX3 REST RET SRF SYT10 TNRC6A TNRC6B TNRC6C XPO1 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX1 ABL1 ACTL6A ACTL6B AGO1 AGO2 AGO3 AGO4 ARID1A ARID1B ARID2 ASH2L AUTS2 AXIN1 BLK BMI1 CBFB CBX2 CBX4 CBX6 CBX8 CCND1 CCND2 CCND3 CCNH CDK6 CDK7 CLDN5 CR1 CREBBP CSF2 CSNK2A1 CSNK2A2 CSNK2B CTLA4 CTSK CTSL CTSV DPY30 ELF1 ELF2 EP300 ESR1 FOXP3 GATA1 GATA2 GATA3 GP1BA GPAM H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HDAC1 HIPK2 IFNG IL2 IL2RA IL3 ITCH ITGA2B KAT2B KCTD6 KMT2A KMT2B KMT2C KMT2D LDB1 LGALS3 LIFR LMO1 LMO2 MIR27A MNAT1 MOV10 MYB MYL9 NFATC2 NFE2 NR4A3 OCLN PAX5 PBRM1 PCGF5 PF4 PHC1 PHC2 PHC3 PML PRKCB PRKCQ PRMT1 PRMT6 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTPN11 RBBP5 RING1 RNF2 RPS27A RSPO3 RUNX1 RUNX2 RYBP SCMH1 SEM1 SERPINB13 SETD1A SETD1B SIN3A SIN3B SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOCS3 SOCS4 SPI1 SRC TAL1 TCF12 TCF3 THBS1 TJP1 TNFRSF18 TNRC6A TNRC6B TNRC6C TP73 UBA52 UBB UBC WDR5 YAF2 YAP1 ZFPM1 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX2 ABL1 AKT1 AKT2 AKT3 AR BAX BGLAP BMP2 CBFB CCNB1 CCND1 CDK1 CDK4 CDKN1A COL1A1 CUL1 DLX5 DLX6 ESR1 ESRRA GLI2 GLI3 GSK3B HAND2 HDAC3 HDAC4 HDAC6 HES1 HEY1 HEY2 HIVEP3 IHH ITGA5 ITGBL1 LGALS3 MAF MAPK1 MAPK3 MMP13 MSX2 NKX3-2 NR3C1 PPARGC1A PPARGC1B PPM1D PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RB1 RBM14 RBX1 RPS27A RUNX1 RUNX2 SATB2 SEM1 SKP1 SKP2 SMAD1 SMAD4 SMAD6 SMURF1 SOX9 SP7 SRC STAT1 STUB1 TWIST1 TWIST2 UBA52 UBB UBC UCMA WWP1 WWTR1 YAP1 YES1 ZNF521 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_RUNX3 BCL2L11 BRD2 CBFB CCN2 CCND1 CDKN1A CDKN2A CREBBP CTNNB1 EP300 FOXO3 HDAC4 HES1 ITGA4 ITGAL JAG1 KAT2A KAT2B KRAS LEF1 MAML1 MAML2 MAML3 MAMLD1 MDM2 MYC NOTCH1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSMF1 RBPJ RORC RPS27A RUNX1 RUNX3 SEM1 SMAD3 SMAD4 SMURF1 SMURF2 SNW1 SPP1 SRC TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TGFB1 TP53 UBA52 UBB UBC WWTR1 YAP1 ZFHX3 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_SMALL_RNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_SMALL_RNAS AAAS AGO1 AGO2 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IPO8 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C RAE1 RAN RANBP2 SEC13 SEH1L TNRC6A TPR REACTOME_TRANSCRIPTIONAL_REGULATION_BY_THE_AP_2_TFAP2_FAMILY_OF_TRANSCRIPTION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_THE_AP_2_TFAP2_FAMILY_OF_TRANSCRIPTION_FACTORS APOE ATAD2 CDKN1A CGA CGB3 CGB5 CGB8 CITED1 CITED2 CITED4 CREBBP DEK EGFR EP300 ERBB2 ESR1 HSPD1 KCTD1 KCTD15 KDM5B KIT MYBL2 MYC NOP2 NPM1 PITX2 SUMO1 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TGFA UBE2I VEGFA WWOX YEATS4 YY1 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_TP53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_TP53 AGO1 AGO2 AGO3 AGO4 AIFM2 AKT1 AKT2 AKT3 APAF1 ARID3A ATF2 ATM ATR ATRIP AURKA AURKB BANP BARD1 BAX BBC3 BCL2L14 BCL6 BID BIRC5 BLM BNIP3L BRCA1 BRD1 BRD7 BRIP1 BRPF1 BRPF3 BTG2 CARM1 CASP1 CASP10 CASP2 CASP6 CCNA1 CCNA2 CCNB1 CCNE1 CCNE2 CCNG1 CCNH CCNK CCNT1 CCNT2 CDC25C CDK1 CDK12 CDK13 CDK2 CDK5 CDK5R1 CDK7 CDK9 CDKN1A CDKN1B CDKN2A CENPJ CHD3 CHD4 CHEK1 CHEK2 CHM CNOT1 CNOT10 CNOT11 CNOT2 CNOT3 CNOT4 CNOT6 CNOT6L CNOT7 CNOT8 CNOT9 COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A COX8C CRADD CREBBP CSNK2A1 CSNK2A2 CSNK2B CTDP1 CYCS DAXX DDB2 DDIT4 DNA2 DYRK2 E2F1 E2F4 E2F7 E2F8 EHMT1 EHMT2 ELL ELOA ELOA2 ELOB ELOC EP300 ERCC2 ERCC3 EXO1 FANCC FANCD2 FANCI FAS FOS G6PD GADD45A GATAD2A GATAD2B GLS GLS2 GPI GPX2 GSR GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 HDAC1 HDAC2 HIGD1C HIPK1 HIPK2 HUS1 IGFBP3 ING2 ING5 JMY JUN KAT5 KAT6A KMT5A L3MBTL1 LAMTOR1 LAMTOR2 LAMTOR3 LAMTOR4 LAMTOR5 MAP2K6 MAPK11 MAPK14 MAPKAP1 MAPKAPK5 MBD3 MDC1 MDM2 MDM4 MEAF6 MLH1 MLST8 MNAT1 MOV10 MRE11 MSH2 MT-CO1 MT-CO2 MT-CO3 MTA2 MTOR NBN NDRG1 NDUFA4 NELFA NELFB NELFCD NELFE NLRC4 NOC2L NPM1 NUAK1 PCBP4 PCNA PDPK1 PERP PHF20 PIDD1 PIN1 PIP4K2A PIP4K2B PIP4K2C PIP4P1 PLAGL1 PLK2 PLK3 PMAIP1 PML PMS2 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POU4F1 POU4F2 PPP1R13B PPP1R13L PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5C PRDM1 PRDX1 PRDX2 PRDX5 PRELID1 PRELID3A PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRMT1 PRMT5 PRR5 PTEN RABGGTA RABGGTB RAD1 RAD17 RAD50 RAD51D RAD9A RAD9B RBBP4 RBBP7 RBBP8 RBL1 RBL2 RFC2 RFC3 RFC4 RFC5 RFFL RGCC RHEB RHNO1 RICTOR RMI1 RMI2 RNF34 RPA1 RPA2 RPA3 RPS27A RPTOR RRAGA RRAGB RRAGC RRAGD RRM2B SCO2 SESN1 SESN2 SESN3 SETD9 SFN SGK1 SLC38A9 SMYD2 SSRP1 STEAP3 STK11 SUPT16H SUPT4H1 SUPT5H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 TFDP1 TFDP2 TIGAR TMEM219 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNKS1BP1 TNRC6A TNRC6B TNRC6C TOP3A TOPBP1 TP53 TP53AIP1 TP53BP2 TP53I3 TP53INP1 TP53RK TP63 TP73 TPX2 TRIAP1 TSC1 TSC2 TTC5 TXN TXNRD1 UBA52 UBB UBC USP2 USP7 WRN YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZNF385A ZNF420 REACTOME_TRANSCRIPTIONAL_REGULATION_BY_VENTX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_BY_VENTX AGO1 AGO3 AGO4 ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCND1 CDC16 CDC23 CDC26 CDC27 CDKN2A CEBPB CSF1R CTNNB1 EHMT1 EHMT2 FZR1 IL6 LEF1 MIR24-1 MIR24-2 MOV10 NFKB1 RELA TCF7L2 TNRC6A TNRC6B TNRC6C TP53 UBE2C UBE2D1 UBE2E1 UBE2S VENTX REACTOME_TRANSCRIPTIONAL_REGULATION_OF_BROWN_AND_BEIGE_ADIPOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_BROWN_AND_BEIGE_ADIPOCYTE_DIFFERENTIATION BMP7 CHD3 CHD4 CIDEA COX7A1 DIO2 EBF2 ELOVL3 GATAD2A GATAD2B HDAC1 HDAC2 HNRNPU MBD3 MTA1 MTA2 MTA3 NCOA1 PPARA PPARG PPARGC1A PPARGC1B PRDM16 RBBP4 RBBP7 RXRA SMAD1 SMAD4 UCP1 USP46 ZNF423 REACTOME_TRANSCRIPTIONAL_REGULATION_OF_GRANULOPOIESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_GRANULOPOIESIS CBFB CDK2 CDK4 CDKN1A CEBPA CEBPB CEBPE CREB1 CSF3R DEK E2F1 EP300 FLI1 GATA2 GFI1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IL6R KLF5 KMT2A LEF1 MYB MYC PML RARA RUNX1 RXRA SPI1 STAT3 TAL1 TFDP1 TFDP2 REACTOME_TRANSCRIPTIONAL_REGULATION_OF_PLURIPOTENT_STEM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_PLURIPOTENT_STEM_CELLS CDX2 CRIPTO DKK1 DPPA4 EOMES EPAS1 EPHA1 FGF2 FOXD3 FOXP1 GATA6 GSC HHEX HIF3A KLF4 LIN28A NANOG NR5A1 NR6A1 PBX1 POU5F1 PRDM14 SALL1 SALL4 SMAD2 SMAD4 SOX2 STAT3 TSC22D1 ZIC3 ZSCAN10 REACTOME_TRANSCRIPTIONAL_REGULATION_OF_TESTIS_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_TESTIS_DIFFERENTIATION AMH DHH DMRT1 FGF9 FOXL2 GATA4 NR5A1 PTGDS SOX9 SRY WNT4 WT1 ZFPM2 REACTOME_TRANSCRIPTIONAL_REGULATION_OF_WHITE_ADIPOCYTE_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTIONAL_REGULATION_OF_WHITE_ADIPOCYTE_DIFFERENTIATION ADIPOQ ADIRF ANGPTL4 CARM1 CCNC CCND3 CD36 CDK19 CDK4 CDK8 CEBPA CEBPB CEBPD CHD9 CREBBP EBF1 EGR2 EP300 FABP4 FAM120B HDAC3 HELZ2 KLF4 KLF5 LEP LPL MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 NCOA1 NCOA2 NCOA3 NCOA6 NCOR1 NCOR2 NFKB1 NR2F2 PCK1 PLIN1 PPARA PPARG PPARGC1A RELA RXRA SLC2A4 SMARCD3 SREBF1 SREBF2 TBL1X TBL1XR1 TGFB1 TGS1 THRAP3 TNF WNT1 WNT10B ZNF467 ZNF638 REACTOME_TRANSCRIPTION_COUPLED_NUCLEOTIDE_EXCISION_REPAIR_TC_NER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTION_COUPLED_NUCLEOTIDE_EXCISION_REPAIR_TC_NER AQR CCNH CDK7 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 CUL4A CUL4B DDB1 ELL ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GPS1 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 ISY1 LIG1 LIG3 MNAT1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLK POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L PPIE PRPF19 RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A TCEA1 UBA52 UBB UBC USP7 UVSSA XAB2 XPA XRCC1 ZNF830 REACTOME_TRANSCRIPTION_OF_E2F_TARGETS_UNDER_NEGATIVE_CONTROL_BY_DREAM_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTION_OF_E2F_TARGETS_UNDER_NEGATIVE_CONTROL_BY_DREAM_COMPLEX CDC25A CDC6 E2F1 E2F4 E2F5 HDAC1 LIN37 LIN52 LIN54 LIN9 MAX MYC PCNA RBBP4 RBL1 RBL2 TFDP1 TFDP2 TOP2A REACTOME_TRANSCRIPTION_OF_E2F_TARGETS_UNDER_NEGATIVE_CONTROL_BY_P107_RBL1_AND_P130_RBL2_IN_COMPLEX_WITH_HDAC1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTION_OF_E2F_TARGETS_UNDER_NEGATIVE_CONTROL_BY_P107_RBL1_AND_P130_RBL2_IN_COMPLEX_WITH_HDAC1 CCNA2 CDK1 E2F1 E2F4 E2F5 HDAC1 LIN37 LIN52 LIN54 LIN9 MYBL2 RBBP4 RBL1 RBL2 TFDP1 TFDP2 REACTOME_TRANSCRIPTION_OF_THE_HIV_GENOME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSCRIPTION_OF_THE_HIV_GENOME CCNH CCNK CCNT1 CCNT2 CDK7 CDK9 CTDP1 ELL ELOA ELOA2 ELOB ELOC ERCC2 ERCC3 GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 MNAT1 NCBP1 NCBP2 NELFA NELFB NELFCD NELFE POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L RNGTT RNMT SSRP1 SUPT16H SUPT4H1 SUPT5H TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBP TCEA1 REACTOME_TRANSFERRIN_ENDOCYTOSIS_AND_RECYCLING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSFERRIN_ENDOCYTOSIS_AND_RECYCLING ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H HFE MCOLN1 STEAP3 STEAP4 TCIRG1 TF TFR2 TFRC REACTOME_TRANSLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLATION AARS1 AARS2 AIMP1 AIMP2 APEH AURKAIP1 CARS1 CARS2 CHCHD1 DAP3 DARS1 DARS2 DDOST EARS2 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1E1 EEF1G EEF2 EIF1AX EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF3K EIF3L EIF3M EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4H EIF5 EIF5B EPRS1 ERAL1 ETF1 FARS2 FARSA FARSB FAU GADD45GIP1 GARS1 GFM1 GFM2 GSPT1 GSPT2 HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 MARS1 MARS2 MRPL1 MRPL10 MRPL11 MRPL12 MRPL13 MRPL14 MRPL15 MRPL16 MRPL17 MRPL18 MRPL19 MRPL2 MRPL20 MRPL21 MRPL22 MRPL23 MRPL24 MRPL27 MRPL28 MRPL3 MRPL30 MRPL32 MRPL33 MRPL34 MRPL35 MRPL36 MRPL37 MRPL38 MRPL39 MRPL4 MRPL40 MRPL41 MRPL42 MRPL43 MRPL44 MRPL45 MRPL46 MRPL47 MRPL48 MRPL49 MRPL50 MRPL51 MRPL52 MRPL53 MRPL54 MRPL55 MRPL57 MRPL58 MRPL9 MRPS10 MRPS11 MRPS12 MRPS14 MRPS15 MRPS16 MRPS17 MRPS18A MRPS18B MRPS18C MRPS2 MRPS21 MRPS22 MRPS23 MRPS24 MRPS25 MRPS26 MRPS27 MRPS28 MRPS30 MRPS31 MRPS33 MRPS34 MRPS35 MRPS36 MRPS5 MRPS6 MRPS7 MRPS9 MRRF MT-RNR1 MT-RNR2 MTFMT MTIF2 MTIF3 MTRF1L N6AMT1 NARS1 NARS2 OXA1L PABPC1 PARS2 PPA1 PPA2 PTCD3 QARS1 RARS1 RARS2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA SARS1 SARS2 SEC11A SEC11C SEC61A1 SEC61A2 SEC61B SEC61G SPCS1 SPCS2 SPCS3 SRP14 SRP19 SRP54 SRP68 SRP72 SRP9 SRPRA SRPRB SSR1 SSR2 SSR3 SSR4 TARS1 TARS2 TRAM1 TRMT112 TSFM TUFM UBA52 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 REACTOME_TRANSLATION_OF_REPLICASE_AND_ASSEMBLY_OF_THE_REPLICATION_TRANSCRIPTION_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLATION_OF_REPLICASE_AND_ASSEMBLY_OF_THE_REPLICATION_TRANSCRIPTION_COMPLEX BECN1 CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP6 CHMP7 ISCU MAP1LC3B PIK3C3 PIK3R4 UVRAG REACTOME_TRANSLATION_OF_SARS_COV_1_STRUCTURAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLATION_OF_SARS_COV_1_STRUCTURAL_PROTEINS CANX GALNT1 GANAB GSK3A GSK3B MGAT1 MOGS PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PRKCSH RPS27A ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 SUMO1 UBA52 UBB UBC UBE2I REACTOME_TRANSLATION_OF_SARS_COV_2_STRUCTURAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLATION_OF_SARS_COV_2_STRUCTURAL_PROTEINS CANX CSNK1A1 DAD1 DDOST EDEM2 FUT8 GALNT1 GANAB GOLGA7 GSK3A GSK3B MAGT1 MAN1B1 MAN2A1 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MOGS PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PRKCSH PRMT1 RPN1 RPN2 RPS27A SRPK1 SRPK2 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STT3A SUMO1 TUSC3 UBA52 UBB UBC UBE2I ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_TRANSLESION_SYNTHESIS_BY_POLH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLESION_SYNTHESIS_BY_POLH NPLOC4 PCNA POLH RCHY1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SPRTN UBA52 UBB UBC UFD1 VCP REACTOME_TRANSLESION_SYNTHESIS_BY_POLK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLESION_SYNTHESIS_BY_POLK MAD2L2 PCNA POLK REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A UBA52 UBB UBC REACTOME_TRANSLESION_SYNTHESIS_BY_Y_FAMILY_DNA_POLYMERASES_BYPASSES_LESIONS_ON_DNA_TEMPLATE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLESION_SYNTHESIS_BY_Y_FAMILY_DNA_POLYMERASES_BYPASSES_LESIONS_ON_DNA_TEMPLATE ISG15 MAD2L2 NPLOC4 PCLAF PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK RCHY1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPS27A SPRTN TRIM25 UBA52 UBA7 UBB UBC UBE2L6 UFD1 USP10 USP43 VCP REACTOME_TRANSLOCATION_OF_SLC2A4_GLUT4_TO_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSLOCATION_OF_SLC2A4_GLUT4_TO_THE_PLASMA_MEMBRANE ACTB ACTG1 AKT1 AKT2 ASPSCR1 C2CD5 CALM1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 KIF3A KIF3B KIFAP3 LNPEP MYH9 MYO1C MYO5A PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RAB10 RAB11A RAB13 RAB14 RAB4A RAB8A RAC1 RALA RALGAPA2 RALGAPB RHOQ SFN SLC2A4 SNAP23 STX4 STXBP3 TBC1D1 TBC1D4 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B VAMP2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ REACTOME_TRANSMISSION_ACROSS_CHEMICAL_SYNAPSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSMISSION_ACROSS_CHEMICAL_SYNAPSES ABAT ACHE ACTN2 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKAP5 ALDH2 ALDH5A1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APBA1 ARHGEF7 ARHGEF9 ARL6IP5 BCHE CACNA1A CACNA1B CACNA1E CACNA2D2 CACNA2D3 CACNB1 CACNB2 CACNB3 CACNB4 CACNG2 CACNG3 CACNG4 CACNG8 CALM1 CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CASK CHAT CHRNA1 CHRNA2 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNA7 CHRNA9 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CHRNG COMT CPLX1 CREB1 DLG1 DLG2 DLG3 DLG4 DNAJC5 EPB41L1 ERBB4 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRG2 GABRG3 GABRQ GABRR1 GABRR2 GABRR3 GAD1 GAD2 GIT1 GLRA1 GLRA2 GLRA3 GLRB GLS GLS2 GLUL GNAI1 GNAI2 GNAI3 GNAL GNAT3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 HRAS HSPA8 HTR3A HTR3B HTR3C HTR3D HTR3E KCNJ10 KCNJ12 KCNJ15 KCNJ16 KCNJ2 KCNJ3 KCNJ4 KCNJ5 KCNJ6 KCNJ9 KIF17 KPNA2 KRAS LIN7A LIN7B LIN7C LRRC51 LRRC7 LRTOMT MAOA MAPK1 MAPK3 MAPT MDM2 MYO6 NAAA NBEA NCALD NEFL NPTN NRAS NRG1 NRGN NSF PDPK1 PICK1 PLCB1 PLCB2 PLCB3 PPFIA1 PPFIA2 PPFIA3 PPFIA4 PPM1E PPM1F PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCG PRKX RAB3A RAC1 RASGRF1 RASGRF2 RIMS1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 SLC17A7 SLC18A2 SLC18A3 SLC1A1 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SLC22A1 SLC22A2 SLC32A1 SLC38A1 SLC38A2 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A3 SLC6A4 SNAP25 SRC STX1A STXBP1 SYN1 SYN2 SYN3 SYT1 TSPAN7 TSPOAP1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B UNC13B VAMP2 REACTOME_TRANSPORT_AND_SYNTHESIS_OF_PAPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_AND_SYNTHESIS_OF_PAPS PAPSS1 PAPSS2 SLC26A1 SLC26A2 SLC35B2 SLC35B3 REACTOME_TRANSPORT_OF_BILE_SALTS_AND_ORGANIC_ACIDS_METAL_IONS_AND_AMINE_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_BILE_SALTS_AND_ORGANIC_ACIDS_METAL_IONS_AND_AMINE_COMPOUNDS BSG CP EMB HEPH RHAG RHBG RHCG RSC1A1 RUNX1 SLC10A6 SLC11A1 SLC11A2 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC14A2 SLC16A1 SLC16A3 SLC16A7 SLC16A8 SLC18A1 SLC18A2 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC2A13 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC31A1 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC40A1 SLC41A1 SLC41A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC47A1 SLC47A2 SLC5A11 SLC5A3 SLC5A7 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC6A6 SLC6A7 SLC6A9 REACTOME_TRANSPORT_OF_CONNEXONS_TO_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_CONNEXONS_TO_THE_PLASMA_MEMBRANE GJA1 GJB2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B REACTOME_TRANSPORT_OF_FATTY_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_FATTY_ACIDS APOD LCN1 LCN12 LCN15 LCN9 SLC27A1 SLC27A4 SLC27A6 REACTOME_TRANSPORT_OF_INORGANIC_CATIONS_ANIONS_AND_AMINO_ACIDS_OLIGOPEPTIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_INORGANIC_CATIONS_ANIONS_AND_AMINO_ACIDS_OLIGOPEPTIDES AHCYL2 CALM1 CTNS SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A10 SLC17A1 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A18 SLC25A22 SLC25A26 SLC25A29 SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC32A1 SLC34A1 SLC34A2 SLC34A3 SLC36A1 SLC36A2 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC3A1 SLC3A2 SLC43A1 SLC43A2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC5A12 SLC5A5 SLC5A8 SLC6A12 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A20 SLC6A6 SLC7A1 SLC7A10 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SRI REACTOME_TRANSPORT_OF_MATURE_MRNAS_DERIVED_FROM_INTRONLESS_TRANSCRIPTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_MATURE_MRNAS_DERIVED_FROM_INTRONLESS_TRANSCRIPTS AAAS ALYREF CPSF1 CPSF2 CPSF3 CPSF4 EIF4E FIP1L1 NCBP1 NCBP2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SLBP SYMPK TPR WDR33 REACTOME_TRANSPORT_OF_MATURE_TRANSCRIPT_TO_CYTOPLASM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_MATURE_TRANSCRIPT_TO_CYTOPLASM AAAS ALYREF CASC3 CDC40 CHTOP CPSF1 CPSF2 CPSF3 CPSF4 DDX39A DDX39B DHX38 EIF4A3 EIF4E FIP1L1 FYTTD1 GLE1 LUZP4 MAGOH MAGOHB NCBP1 NCBP2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 NXF2 NXF2B NXT1 POLDIP3 POM121 POM121C RAE1 RANBP2 RBM8A RNPS1 SARNP SEC13 SEH1L SLBP SLU7 SRRM1 SRSF1 SRSF11 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF9 SYMPK THOC1 THOC2 THOC3 THOC5 THOC6 THOC7 TPR U2AF1 U2AF1L4 U2AF2 UPF3B WDR33 ZC3H11A REACTOME_TRANSPORT_OF_NUCLEOSIDES_AND_FREE_PURINE_AND_PYRIMIDINE_BASES_ACROSS_THE_PLASMA_MEMBRANE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_NUCLEOSIDES_AND_FREE_PURINE_AND_PYRIMIDINE_BASES_ACROSS_THE_PLASMA_MEMBRANE ARL2 ARL2BP SLC25A4 SLC25A5 SLC25A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 REACTOME_TRANSPORT_OF_NUCLEOTIDE_SUGARS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_NUCLEOTIDE_SUGARS SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 REACTOME_TRANSPORT_OF_ORGANIC_ANIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_ORGANIC_ANIONS AVP SLC16A2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 REACTOME_TRANSPORT_OF_RCBL_WITHIN_THE_BODY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_RCBL_WITHIN_THE_BODY ABCC1 ABCD4 CD320 LDLRAP1 LMBRD1 LRP2 TCN1 TCN2 REACTOME_TRANSPORT_OF_SMALL_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_SMALL_MOLECULES A2M ABCA1 ABCA10 ABCA12 ABCA2 ABCA3 ABCA4 ABCA5 ABCA6 ABCA7 ABCA8 ABCA9 ABCB1 ABCB10 ABCB4 ABCB5 ABCB6 ABCB7 ABCB8 ABCB9 ABCC1 ABCC10 ABCC11 ABCC2 ABCC3 ABCC4 ABCC5 ABCC6 ABCC9 ABCD1 ABCD2 ABCD3 ABCF1 ABCG1 ABCG2 ABCG4 ABCG5 ABCG8 ACO1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADD1 ADD2 ADD3 AFG3L2 AHCYL2 AKAP1 ALB AMN ANGPTL3 ANGPTL4 ANGPTL8 ANKH ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOA1 APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOC4 APOD APOE APOF AQP1 AQP10 AQP11 AQP12A AQP2 AQP3 AQP4 AQP5 AQP6 AQP7 AQP8 AQP9 ARF1 ARL2 ARL2BP ASIC1 ASIC2 ASIC3 ASIC4 ASIC5 ASPH ATP10A ATP10B ATP10D ATP11A ATP11B ATP11C ATP12A ATP13A1 ATP13A2 ATP13A4 ATP13A5 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A1 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 ATP2B4 ATP2C1 ATP2C2 ATP4A ATP4B ATP6AP1 ATP6V0A1 ATP6V0A2 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0D2 ATP6V0E1 ATP6V0E2 ATP6V1A ATP6V1B1 ATP6V1B2 ATP6V1C1 ATP6V1C2 ATP6V1D ATP6V1E1 ATP6V1E2 ATP6V1F ATP6V1G1 ATP6V1G2 ATP6V1G3 ATP6V1H ATP7A ATP7B ATP8A1 ATP8A2 ATP8B1 ATP8B2 ATP8B3 ATP8B4 ATP9A ATP9B AVP AVPR2 AZGP1 BEST1 BEST2 BEST3 BEST4 BMP1 BSG BSND CA1 CA2 CA4 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAND1 CASQ1 CASQ2 CES3 CETP CFTR CIDEC CLCA1 CLCA2 CLCA4 CLCN1 CLCN2 CLCN3 CLCN4 CLCN5 CLCN6 CLCN7 CLCNKA CLCNKB CLIC2 CLN3 CLTA CLTC CP CPTP CREB3L3 CSN1S1 CSN3 CTNS CUBN CUL1 CUTC CYB5R1 CYB5R2 CYB5R4 CYB5RL CYBRD1 CYGB DERL1 DERL2 DERL3 DMTN EIF2S1 EIF2S2 EIF2S3 EMB ERLEC1 ERLIN1 ERLIN2 ESYT1 ESYT2 ESYT3 FBXL5 FGF21 FKBP1B FLVCR1 FTH1 FTL FTMT FURIN FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 GLRX3 GLTP GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GPIHBP1 HBA1 HBA2 HBB HDLBP HEPH HFE HMOX1 HMOX2 IREB2 KCNJ11 LCAT LCN1 LCN12 LCN15 LCN2 LCN9 LDLR LDLRAP1 LETM1 LIPA LIPC LIPG LMF1 LMF2 LPA LPL LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E LSR MAGT1 MAIP1 MB MBTPS1 MBTPS2 MCOLN1 MCOLN2 MCOLN3 MCU MCUB MFSD4B MICU1 MICU2 MICU3 MIP MLKL MMGT1 MRS2 MTTP MYLIP MYO5B NALCN NCEH1 NEDD4L NEDD8 NGB NIPA1 NIPA2 NIPAL1 NIPAL2 NIPAL3 NIPAL4 NPC1 NPC2 NR1H2 NR1H3 OS9 OSTM1 P4HB PARL PCSK5 PCSK6 PCSK9 PDZD11 PEX19 PEX3 PHB1 PHB2 PIP PLEKHA8 PLN PLTP PMPCA PMPCB PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RAB11A RAB11FIP2 RAF1 RHAG RHBG RHCG RIPK1 RIPK3 RNF185 RNF5 RPS27A RSC1A1 RUNX1 RYR1 RYR2 RYR3 SAR1B SCARB1 SCNN1A SCNN1B SCNN1D SCNN1G SEL1L SEM1 SGK1 SGK2 SGK3 SKP1 SLC10A6 SLC11A1 SLC11A2 SLC12A1 SLC12A2 SLC12A3 SLC12A4 SLC12A5 SLC12A6 SLC12A7 SLC13A1 SLC13A2 SLC13A3 SLC13A4 SLC13A5 SLC14A1 SLC14A2 SLC15A1 SLC15A2 SLC15A3 SLC15A4 SLC16A1 SLC16A10 SLC16A2 SLC16A3 SLC16A7 SLC16A8 SLC17A1 SLC17A3 SLC17A5 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A5 SLC1A6 SLC1A7 SLC20A1 SLC20A2 SLC22A1 SLC22A11 SLC22A12 SLC22A15 SLC22A16 SLC22A17 SLC22A18 SLC22A2 SLC22A3 SLC22A4 SLC22A5 SLC22A6 SLC22A7 SLC22A8 SLC24A1 SLC24A2 SLC24A3 SLC24A4 SLC24A5 SLC25A1 SLC25A10 SLC25A11 SLC25A18 SLC25A22 SLC25A26 SLC25A29 SLC25A4 SLC25A5 SLC25A6 SLC26A1 SLC26A11 SLC26A2 SLC26A3 SLC26A4 SLC26A6 SLC26A7 SLC26A9 SLC27A1 SLC27A4 SLC27A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC31A1 SLC32A1 SLC33A1 SLC34A1 SLC34A2 SLC34A3 SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC36A1 SLC36A2 SLC36A4 SLC38A1 SLC38A2 SLC38A3 SLC38A4 SLC38A5 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC3A1 SLC3A2 SLC40A1 SLC41A1 SLC41A2 SLC43A1 SLC43A2 SLC44A1 SLC44A2 SLC44A3 SLC44A4 SLC44A5 SLC45A3 SLC46A1 SLC47A1 SLC47A2 SLC4A1 SLC4A10 SLC4A2 SLC4A3 SLC4A4 SLC4A5 SLC4A7 SLC4A8 SLC4A9 SLC50A1 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC66A1 SLC6A1 SLC6A11 SLC6A12 SLC6A13 SLC6A14 SLC6A15 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A5 SLC6A6 SLC6A7 SLC6A9 SLC7A1 SLC7A10 SLC7A11 SLC7A2 SLC7A3 SLC7A5 SLC7A6 SLC7A7 SLC7A8 SLC7A9 SLC8A1 SLC8A2 SLC8A3 SLC8B1 SLC9A1 SLC9A2 SLC9A3 SLC9A4 SLC9A5 SLC9A6 SLC9A7 SLC9A8 SLC9A9 SLC9B1 SLC9B2 SLC9C1 SLC9C2 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 SLN SMDT1 SOAT1 SOAT2 SPG7 SRI STEAP3 STEAP4 STOM STOML2 STOML3 TCIRG1 TF TFR2 TFRC TPCN1 TPCN2 TRDN TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 TSC22D3 TTYH1 TTYH2 TTYH3 TUSC3 UBA52 UBB UBC UNC79 UNC80 VCP VDAC1 VDAC2 VDAC3 VLDLR WNK1 WNK2 WNK3 WNK4 WWP1 YME1L1 ZDHHC8 REACTOME_TRANSPORT_OF_THE_SLBP_DEPENDANT_MATURE_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_THE_SLBP_DEPENDANT_MATURE_MRNA AAAS ALYREF EIF4E NCBP1 NCBP2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 NXF1 POM121 POM121C RAE1 RANBP2 SEC13 SEH1L SLBP TPR REACTOME_TRANSPORT_OF_VITAMINS_NUCLEOSIDES_AND_RELATED_MOLECULES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_OF_VITAMINS_NUCLEOSIDES_AND_RELATED_MOLECULES APOD ARL2 ARL2BP AVP LCN1 LCN12 LCN15 LCN9 PDZD11 SLC16A2 SLC25A4 SLC25A5 SLC25A6 SLC27A1 SLC27A4 SLC27A6 SLC28A1 SLC28A2 SLC28A3 SLC29A1 SLC29A2 SLC29A3 SLC29A4 SLC33A1 SLC35A1 SLC35A2 SLC35A3 SLC35B2 SLC35B3 SLC35B4 SLC35C1 SLC35D1 SLC35D2 SLC5A6 SLCO1A2 SLCO1B1 SLCO1B3 SLCO1C1 SLCO2A1 SLCO2B1 SLCO3A1 SLCO4A1 SLCO4C1 REACTOME_TRANSPORT_TO_THE_GOLGI_AND_SUBSEQUENT_MODIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANSPORT_TO_THE_GOLGI_AND_SUBSEQUENT_MODIFICATION ACTR10 ACTR1A ANK1 ANK2 ANK3 ANKRD28 ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARFGAP1 ARFGAP2 ARFGAP3 B4GALT1 B4GALT2 B4GALT3 B4GALT4 B4GALT5 B4GALT6 BET1 BET1L CAPZA1 CAPZA2 CAPZA3 CAPZB CD55 CD59 CGA CHST10 CHST8 CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL7A1 COPA COPB1 COPB2 COPE COPG1 COPG2 COPZ1 COPZ2 CSNK1D CTSC CTSZ DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 F5 F8 FOLR1 FUCA1 FUT3 FUT8 GBF1 GOLGA2 GOLGB1 GORASP1 GOSR1 GOSR2 GRIA1 INS KDELR1 KDELR2 KDELR3 LHB LMAN1 LMAN1L LMAN2 LMAN2L MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 MANEA MCFD2 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT5 MIA2 MIA3 NAPA NAPB NAPG NSF PPP6C PPP6R1 PPP6R3 PREB RAB1A RAB1B SAR1B SCFD1 SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SERPINA1 SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 ST3GAL4 ST6GAL1 ST8SIA2 ST8SIA3 ST8SIA6 STX17 STX5 TBC1D20 TFG TGFA TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TRAPPC1 TRAPPC10 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC9 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B USO1 YKT6 REACTOME_TRANS_GOLGI_NETWORK_VESICLE_BUDDING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRANS_GOLGI_NETWORK_VESICLE_BUDDING ACBD3 AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP3B1 AP3S1 AP4B1 AP4E1 AP4M1 AP4S1 APP ARF1 ARRB1 BLOC1S1 BLOC1S3 BLOC1S4 BLOC1S6 CHMP2A CLINT1 CLTA CLTB CLTC CLVS1 CLVS2 CPD CTSZ DNAJC6 DNASE2 DNM2 DTNBP1 FTH1 FTL GAK GBF1 GNS GOLGB1 HGS HIP1R HSPA8 IGF2R M6PR NAPA NECAP1 OCRL PICALM PIK3C2A PUM1 RAB5C SH3D19 SH3GL2 SNAP23 SNAPIN SNX2 SNX5 SNX9 SORT1 STX4 TBC1D8B TFRC TGOLN2 TPD52 TPD52L1 TXNDC5 VAMP2 VAMP7 VAMP8 YIPF6 REACTOME_TRIF_MEDIATED_PROGRAMMED_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRIF_MEDIATED_PROGRAMMED_CELL_DEATH CASP8 CD14 FADD LY96 RIPK1 RIPK3 TICAM1 TICAM2 TLR4 REACTOME_TRIGLYCERIDE_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRIGLYCERIDE_BIOSYNTHESIS AGMO DGAT1 DGAT2 GK GK2 GK3 GPAM GPAT2 LPIN1 LPIN2 LPIN3 MOGAT1 MOGAT2 MOGAT3 REACTOME_TRIGLYCERIDE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRIGLYCERIDE_CATABOLISM ABHD5 CAV1 FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FABP9 GPD2 LIPE MGLL PLIN1 PLIN3 PNPLA4 PNPLA5 PPP1CA PPP1CB PPP1CC PRKACA PRKACB PRKACG REACTOME_TRIGLYCERIDE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRIGLYCERIDE_METABOLISM ABHD5 AGMO CAV1 DGAT1 DGAT2 FABP1 FABP12 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FABP9 GK GK2 GK3 GPAM GPAT2 GPD2 LIPE LPIN1 LPIN2 LPIN3 MGLL MOGAT1 MOGAT2 MOGAT3 PLIN1 PLIN3 PNPLA4 PNPLA5 PPP1CA PPP1CB PPP1CC PRKACA PRKACB PRKACG REACTOME_TRISTETRAPROLIN_TTP_ZFP36_BINDS_AND_DESTABILIZES_MRNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRISTETRAPROLIN_TTP_ZFP36_BINDS_AND_DESTABILIZES_MRNA DCP1A DCP2 DIS3 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 MAPKAPK2 TNPO1 XRN1 YWHAB ZFP36 REACTOME_TRNA_AMINOACYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_AMINOACYLATION AARS1 AARS2 AIMP1 AIMP2 CARS1 CARS2 DARS1 DARS2 EARS2 EEF1E1 EPRS1 FARS2 FARSA FARSB GARS1 HARS1 HARS2 IARS1 IARS2 KARS1 LARS1 LARS2 MARS1 MARS2 NARS1 NARS2 PARS2 PPA1 PPA2 QARS1 RARS1 RARS2 SARS1 SARS2 TARS1 TARS2 VARS1 VARS2 WARS1 WARS2 YARS1 YARS2 REACTOME_TRNA_MODIFICATION_IN_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_MODIFICATION_IN_THE_MITOCHONDRION GTPBP3 HSD17B10 MTO1 PRORP PUS1 TRIT1 TRMT10C TRMT61B TRMU REACTOME_TRNA_MODIFICATION_IN_THE_NUCLEUS_AND_CYTOSOL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_MODIFICATION_IN_THE_NUCLEUS_AND_CYTOSOL ADAT1 ADAT2 ADAT3 ALKBH8 CDKAL1 CTU1 CTU2 DUS2 EPRS1 FTSJ1 LAGE3 LCMT2 METTL1 NSUN2 NSUN6 OSGEP PUS1 PUS3 PUS7 QTRT1 QTRT2 THADA THG1L TP53RK TPRKB TRDMT1 TRIT1 TRMT1 TRMT10A TRMT11 TRMT112 TRMT12 TRMT13 TRMT44 TRMT5 TRMT6 TRMT61A TRMT9B TYW1 TYW3 TYW5 URM1 WDR4 REACTOME_TRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_PROCESSING AAAS ADAT1 ADAT2 ADAT3 ALKBH8 C2orf49 CDKAL1 CLP1 CPSF1 CPSF4 CSTF2 CTU1 CTU2 DDX1 DUS2 ELAC2 EPRS1 FAM98B FTSJ1 GTPBP3 HSD17B10 LAGE3 LCMT2 METTL1 MT-RNR1 MT-RNR2 MTO1 NDC1 NSUN2 NSUN6 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OSGEP POM121 POM121C POP1 POP4 POP5 POP7 PRORP PUS1 PUS3 PUS7 QTRT1 QTRT2 RAE1 RAN RANBP2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RTCB RTRAF SEC13 SEH1L THADA THG1L TP53RK TPR TPRKB TRDMT1 TRIT1 TRMT1 TRMT10A TRMT10C TRMT11 TRMT112 TRMT12 TRMT13 TRMT44 TRMT5 TRMT6 TRMT61A TRMT61B TRMT9B TRMU TRNT1 TSEN15 TSEN2 TSEN34 TSEN54 TYW1 TYW3 TYW5 URM1 WDR4 XPOT ZBTB8OS REACTOME_TRNA_PROCESSING_IN_THE_MITOCHONDRION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_PROCESSING_IN_THE_MITOCHONDRION ELAC2 HSD17B10 MT-RNR1 MT-RNR2 PRORP TRMT10C TRNT1 REACTOME_TRNA_PROCESSING_IN_THE_NUCLEUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRNA_PROCESSING_IN_THE_NUCLEUS AAAS C2orf49 CLP1 CPSF1 CPSF4 CSTF2 DDX1 ELAC2 FAM98B NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POM121 POM121C POP1 POP4 POP5 POP7 RAE1 RAN RANBP2 RPP14 RPP21 RPP25 RPP30 RPP38 RPP40 RPPH1 RTCB RTRAF SEC13 SEH1L TPR TRNT1 TSEN15 TSEN2 TSEN34 TSEN54 XPOT ZBTB8OS REACTOME_TRP_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRP_CHANNELS MCOLN1 MCOLN2 MCOLN3 MLKL RIPK1 RIPK3 TRPA1 TRPC1 TRPC3 TRPC4 TRPC4AP TRPC5 TRPC6 TRPC7 TRPM1 TRPM2 TRPM3 TRPM4 TRPM5 TRPM6 TRPM7 TRPM8 TRPV1 TRPV2 TRPV3 TRPV4 TRPV5 TRPV6 REACTOME_TRYPTOPHAN_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TRYPTOPHAN_CATABOLISM AADAT ACMSD AFMID HAAO IDO1 IDO2 KMO KYAT1 KYAT3 KYNU SLC36A4 SLC3A2 SLC7A5 TDO2 REACTOME_TYPE_I_HEMIDESMOSOME_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TYPE_I_HEMIDESMOSOME_ASSEMBLY CD151 COL17A1 DST ITGA6 ITGB4 KRT14 KRT5 LAMA3 LAMB3 LAMC2 PLEC REACTOME_TYROSINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TYROSINE_CATABOLISM FAH GSTZ1 HGD HPD TAT REACTOME_TYSND1_CLEAVES_PEROXISOMAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_TYSND1_CLEAVES_PEROXISOMAL_PROTEINS ACAA1 ACOX1 AGPS HSD17B4 PHYH SCP2 TYSND1 REACTOME_UBIQUINOL_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UBIQUINOL_BIOSYNTHESIS COQ2 COQ3 COQ4 COQ5 COQ6 COQ7 COQ8A COQ8B COQ9 HPDL PDSS1 PDSS2 STARD7 REACTOME_UB_SPECIFIC_PROCESSING_PROTEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UB_SPECIFIC_PROCESSING_PROTEASES ADRB2 ADRM1 AR ARRB1 ARRB2 ATXN7 AXIN1 AXIN2 BECN1 BIRC2 BIRC3 CCNA1 CCNA2 CCP110 CDC20 CDC25A CFTR CLSPN CYLD DDB2 FKBP8 FOXO4 GATA3 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 HGS HIF1A IDE IFIH1 IKBKG IL33 KAT2A KEAP1 MAP3K7 MAT2B MDM2 MDM4 MUL1 MYC NFKBIA OTUB1 POLB PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTEN PTRH2 RCE1 RHOT1 RIGI RIPK1 RNF123 RNF128 RNF146 RPS27A RUVBL1 SEM1 SIAH2 SKP2 SMAD1 SMAD2 SMAD3 SMAD4 SMAD7 SMURF2 SNX3 STAM2 SUDS3 TAB1 TADA2B TADA3 TAF10 TAF9B TGFBR1 TNKS TNKS2 TOMM20 TOMM70 TP53 TRAF2 TRAF6 TRRAP UBA52 UBB UBC UFD1 USP10 USP11 USP12 USP13 USP14 USP15 USP16 USP17L1 USP17L10 USP17L11 USP17L12 USP17L13 USP17L15 USP17L17 USP17L18 USP17L19 USP17L2 USP17L20 USP17L21 USP17L22 USP17L24 USP17L25 USP17L26 USP17L27 USP17L28 USP17L29 USP17L3 USP17L30 USP17L4 USP17L5 USP17L8 USP18 USP19 USP2 USP20 USP21 USP22 USP24 USP25 USP26 USP28 USP3 USP30 USP33 USP34 USP37 USP4 USP42 USP44 USP47 USP48 USP49 USP5 USP7 USP8 USP9X VDAC1 VDAC2 VDAC3 WDR20 WDR48 REACTOME_UCH_PROTEINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UCH_PROTEINASES ACTB ACTL6A ACTR5 ACTR8 ADRM1 ASXL1 ASXL2 BAP1 BARD1 FOXK1 FOXK2 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 HCFC1 INO80 INO80B INO80C INO80D INO80E KDM1B MBD5 MBD6 MCRS1 NEDD8 NFRKB OGT PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 RPS27A RUVBL1 SEM1 SENP8 SMAD7 TFPT TGFB1 TGFBR1 TGFBR2 UBA52 UBB UBC UCHL1 UCHL3 UCHL5 USP15 YY1 REACTOME_UNBLOCKING_OF_NMDA_RECEPTORS_GLUTAMATE_BINDING_AND_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UNBLOCKING_OF_NMDA_RECEPTORS_GLUTAMATE_BINDING_AND_ACTIVATION ACTN2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G DLG1 DLG2 DLG3 DLG4 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D LRRC7 NEFL REACTOME_UNFOLDED_PROTEIN_RESPONSE_UPR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UNFOLDED_PROTEIN_RESPONSE_UPR ACADVL ADD1 ARFGAP1 ASNS ATF3 ATF4 ATF6 ATF6B ATP6V0D1 CALR CCL2 CEBPB CEBPG CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREBRF CTDSP2 CUL7 CXCL8 CXXC1 DCP2 DCSTAMP DCTN1 DDIT3 DDX11 DIS3 DNAJB11 DNAJB9 DNAJC3 EDEM1 EIF2AK3 EIF2S1 EIF2S2 EIF2S3 ERN1 EXOSC1 EXOSC2 EXOSC3 EXOSC4 EXOSC5 EXOSC6 EXOSC7 EXOSC8 EXOSC9 EXTL1 EXTL2 EXTL3 FKBP14 GFPT1 GOSR2 GSK3A HDGF HERPUD1 HSP90B1 HSPA5 HYOU1 IGFBP1 KDELR3 KHSRP KLHDC3 LMNA MBTPS1 MBTPS2 MYDGF NFYA NFYB NFYC PARN PDIA5 PDIA6 PLA2G4B PPP2R5B PREB SEC31A SERP1 SHC1 SRPRA SRPRB SSR1 SULT1A3 SYVN1 TATDN2 TLN1 TPP1 TSPYL2 WFS1 WIPI1 XBP1 YIF1A ZBTB17 REACTOME_UNWINDING_OF_DNA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UNWINDING_OF_DNA CDC45 GINS1 GINS2 GINS3 GINS4 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 REACTOME_UPTAKE_AND_ACTIONS_OF_BACTERIAL_TOXINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UPTAKE_AND_ACTIONS_OF_BACTERIAL_TOXINS ANTXR1 ANTXR2 CALM1 CD9 EEF2 FURIN GUCY2C HBEGF HSP90AA1 HSP90AB1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 NHERF4 PDCD6IP SNAP25 STX1A STX1B SV2A SV2B SV2C SYT1 SYT2 TXNRD1 VAMP1 VAMP2 REACTOME_UPTAKE_AND_FUNCTION_OF_ANTHRAX_TOXINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UPTAKE_AND_FUNCTION_OF_ANTHRAX_TOXINS ANTXR1 ANTXR2 CALM1 FURIN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 PDCD6IP REACTOME_UPTAKE_AND_FUNCTION_OF_DIPHTHERIA_TOXIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UPTAKE_AND_FUNCTION_OF_DIPHTHERIA_TOXIN CD9 EEF2 HBEGF HSP90AA1 HSP90AB1 TXNRD1 REACTOME_UPTAKE_OF_DIETARY_COBALAMINS_INTO_ENTEROCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UPTAKE_OF_DIETARY_COBALAMINS_INTO_ENTEROCYTES ABCD4 AMN CBLIF CTRB1 CTRB2 CUBN LMBRD1 PRSS1 PRSS3 TCN1 REACTOME_UREA_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_UREA_CYCLE ARG1 ARG2 ASL ASS1 CPS1 NAGS NMRAL1 OTC SLC25A15 SLC25A2 REACTOME_VASOPRESSIN_LIKE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VASOPRESSIN_LIKE_RECEPTORS AVP AVPR1A AVPR1B AVPR2 OXT OXTR REACTOME_VASOPRESSIN_REGULATES_RENAL_WATER_HOMEOSTASIS_VIA_AQUAPORINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VASOPRESSIN_REGULATES_RENAL_WATER_HOMEOSTASIS_VIA_AQUAPORINS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AQP1 AQP2 AQP3 AQP4 AVP AVPR2 GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 MYO5B PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B RAB11A RAB11FIP2 REACTOME_VEGFR2_MEDIATED_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VEGFR2_MEDIATED_CELL_PROLIFERATION AHCYL1 CALM1 HRAS ITPR1 ITPR2 ITPR3 KDR KRAS NRAS PDPK1 PLCG1 PRKCA PRKCB PRKCD PRKCZ RASA1 SPHK1 SRC VEGFA REACTOME_VEGFR2_MEDIATED_VASCULAR_PERMEABILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VEGFR2_MEDIATED_VASCULAR_PERMEABILITY AKT1 AKT2 AKT3 CALM1 CAV1 CDH5 CTNNA1 CTNNB1 CTNND1 HSP90AA1 JUP MAPKAP1 MLST8 MTOR NOS3 PAK1 PAK2 PAK3 PDPK1 PRR5 RAC1 RICTOR THEM4 TRIB3 VAV1 VAV2 VAV3 REACTOME_VEGF_LIGAND_RECEPTOR_INTERACTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VEGF_LIGAND_RECEPTOR_INTERACTIONS FLT1 FLT4 KDR PGF VEGFA VEGFB VEGFC VEGFD REACTOME_VESICLE_MEDIATED_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VESICLE_MEDIATED_TRANSPORT AAK1 ACBD3 ACTB ACTG1 ACTR10 ACTR1A ACTR2 ACTR3 ADRB2 AGFG1 AGPAT3 AGTR1 AKT1 AKT2 AKT3 ALB ALPP ALS2 ALS2CL AMBP AMPH ANK1 ANK2 ANK3 ANKRD27 ANKRD28 AP1B1 AP1G1 AP1G2 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3B1 AP3S1 AP4B1 AP4E1 AP4M1 AP4S1 APOA1 APOB APOE APOL1 APP ARCN1 AREG ARF1 ARF3 ARF4 ARF5 ARF6 ARFGAP1 ARFGAP2 ARFGAP3 ARFIP2 ARFRP1 ARL1 ARPC1A ARPC2 ARPC3 ARPC4 ARPC5 ARRB1 ARRB2 ASPSCR1 AVP AVPR2 BET1 BET1L BICD1 BICD2 BIN1 BLOC1S1 BLOC1S3 BLOC1S4 BLOC1S6 BNIP1 BTC C2CD5 CALM1 CALR CAPZA1 CAPZA2 CAPZA3 CAPZB CBL CCZ1 CCZ1B CD163 CD36 CD3D CD3G CD4 CD55 CD59 CENPE CFTR CHM CHML CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHRM2 CLINT1 CLTA CLTB CLTC CLTCL1 CLVS1 CLVS2 CNIH1 CNIH2 CNIH3 COG1 COG2 COG3 COG4 COG5 COG6 COG7 COG8 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL7A1 COLEC11 COLEC12 COPA COPB1 COPB2 COPE COPG1 COPG2 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COPZ1 COPZ2 CPD CSNK1D CTSC CTSZ CTTN CUX1 CYTH1 CYTH2 CYTH3 CYTH4 DAB2 DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DENND1A DENND1B DENND1C DENND2A DENND2B DENND2C DENND2D DENND3 DENND4A DENND4B DENND4C DENND5A DENND5B DENND6A DENND6B DNAJC6 DNASE2 DNM1 DNM2 DNM3 DTNBP1 DVL2 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EGF EGFR EPGN EPN1 EPN2 EPS15 EPS15L1 EREG EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 F5 F8 FCHO1 FCHO2 FNBP1 FNBP1L FOLR1 FTH1 FTL FZD4 GABARAP GABARAPL2 GAK GALNT1 GALNT2 GAPVD1 GBF1 GCC1 GCC2 GDI1 GDI2 GGA1 GGA2 GGA3 GJA1 GJA10 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJB7 GJC1 GJC2 GJD2 GJD3 GJD4 GNS GOLGA1 GOLGA2 GOLGA4 GOLGA5 GOLGB1 GOLIM4 GORASP1 GOSR1 GOSR2 GPS1 GRB2 GRIA1 GRK2 GRK3 HBA1 HBA2 HBB HBEGF HGS HIP1 HIP1R HP HPR HPS1 HPS4 HPX HSP90AA1 HSP90B1 HSPA8 HSPH1 HYOU1 IGF2R IGHA1 IGHA2 IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IL7R INS ITSN1 ITSN2 JCHAIN KDELR1 KDELR2 KDELR3 KIAA0319 KIF11 KIF12 KIF13B KIF15 KIF16B KIF18A KIF18B KIF19 KIF1A KIF1B KIF1C KIF20A KIF20B KIF21A KIF21B KIF22 KIF23 KIF25 KIF26A KIF26B KIF27 KIF2A KIF2B KIF2C KIF3A KIF3B KIF3C KIF4A KIF4B KIF5A KIF5B KIF6 KIF9 KIFAP3 KIFC1 KIFC2 KLC1 KLC2 KLC3 KLC4 LDLR LDLRAP1 LMAN1 LMAN1L LMAN2 LMAN2L LNPEP LRP1 LRP2 M6PR MADD MAN1A1 MAN1A2 MAN1C1 MAN2A1 MAN2A2 MAP1LC3B MARCO MASP1 MCFD2 MIA2 MIA3 MON1A MON1B MSR1 MVB12A MVB12B MYH9 MYO1C MYO5A MYO6 NAA30 NAA35 NAA38 NAPA NAPB NAPG NBAS NECAP1 NECAP2 NEDD8 NSF OCRL OPTN PACSIN1 PACSIN2 PACSIN3 PAFAH1B1 PAFAH1B2 PAFAH1B3 PICALM PIK3C2A PIP5K1C PLA2G4A PLA2G6 PLIN3 PPP6C PPP6R1 PPP6R3 PREB PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PUM1 RAB10 RAB11A RAB11B RAB12 RAB13 RAB14 RAB18 RAB1A RAB1B RAB21 RAB27A RAB27B RAB30 RAB31 RAB32 RAB33A RAB33B RAB35 RAB36 RAB38 RAB39A RAB39B RAB3A RAB3GAP1 RAB3GAP2 RAB3IL1 RAB3IP RAB41 RAB43 RAB4A RAB5A RAB5B RAB5C RAB6A RAB6B RAB7A RAB7B RAB8A RAB8B RAB9A RAB9B RABEP1 RABEPK RABGAP1 RABGEF1 RAC1 RACGAP1 RALA RALGAPA2 RALGAPB REPS1 REPS2 RGP1 RHOBTB3 RHOQ RIC1 RIN1 RIN2 RIN3 RINL RINT1 RPS27A SAA1 SAR1B SBF1 SBF2 SCARA5 SCARB1 SCARB2 SCARF1 SCFD1 SCGB3A2 SCOC SEC13 SEC16A SEC16B SEC22A SEC22B SEC22C SEC23A SEC23IP SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SERPINA1 SFN SGIP1 SH3D19 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SLC18A3 SLC2A4 SLC2A8 SNAP23 SNAP29 SNAP91 SNAPIN SNF8 SNX18 SNX2 SNX5 SNX9 SORT1 SPARC SPTA1 SPTAN1 SPTB SPTBN1 SPTBN2 SPTBN4 SPTBN5 SRC SSC5D STAB1 STAB2 STAM STAM2 STON1 STON2 STX10 STX16 STX17 STX18 STX4 STX5 STX6 STXBP3 SURF4 SYNJ1 SYNJ2 SYS1 SYT1 SYT11 SYT2 SYT8 SYT9 SYTL1 TACR1 TBC1D1 TBC1D10A TBC1D10B TBC1D10C TBC1D13 TBC1D14 TBC1D15 TBC1D16 TBC1D17 TBC1D2 TBC1D20 TBC1D24 TBC1D25 TBC1D3 TBC1D4 TBC1D7 TBC1D8B TF TFG TFRC TGFA TGOLN2 TJP1 TMED10 TMED2 TMED3 TMED7 TMED9 TMEM115 TMF1 TOR1A TOR1B TPD52 TPD52L1 TRAPPC1 TRAPPC10 TRAPPC11 TRAPPC12 TRAPPC13 TRAPPC2 TRAPPC2L TRAPPC3 TRAPPC4 TRAPPC5 TRAPPC6A TRAPPC6B TRAPPC8 TRAPPC9 TRIP10 TRIP11 TSC1 TSC2 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TXNDC5 UBA52 UBAP1 UBB UBC UBQLN1 UBQLN2 ULK1 USE1 USO1 USP6NL VAMP2 VAMP3 VAMP4 VAMP7 VAMP8 VPS25 VPS28 VPS36 VPS37A VPS37B VPS37C VPS37D VPS45 VPS4A VPS4B VPS51 VPS52 VPS53 VPS54 VTA1 VTI1A WASL WNT5A YIPF6 YKT6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZW10 REACTOME_VIRAL_INFECTION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VIRAL_INFECTION_PATHWAYS AAAS ACE2 AGRN AKT1 AKT2 AKT3 ANO1 ANO10 ANO2 ANO3 ANO4 ANO5 ANO6 ANO7 ANO8 ANO9 AP1B1 AP1G1 AP1M1 AP1M2 AP1S1 AP1S2 AP1S3 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 APOBEC3G ARF1 ARID4A ARID4B ARIH1 ATG14 ATP1A1 ATP1A2 ATP1A3 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP6V1H B2M BANF1 BCAP31 BCL2L1 BECN1 BLNK BRD4 BRMS1 BST2 BTK BTRC CALR CANX CASP1 CAV1 CBX1 CCNC CCNH CCNK CCNT1 CCNT2 CCR5 CD14 CD209 CD247 CD28 CD4 CD79A CD79B CD8B CDK19 CDK7 CDK8 CDK9 CEBPD CHD3 CHD4 CHMP1A CHMP2A CHMP2B CHMP3 CHMP4A CHMP4B CHMP4C CHMP5 CHMP6 CHMP7 CHUK CLEC4M CLTA CLTC CNBP COMT CPSF4 CRB3 CRBN CREB1 CREBBP CSNK1A1 CSNK2A1 CSNK2A2 CSNK2B CTDP1 CTSL CUL3 CUL5 CX3CR1 CXCR4 CYSLTR1 DAD1 DAXX DDOST DDX20 DDX5 DNAJC3 DOCK2 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNLL1 DYNLL2 EDEM2 EED EEF1A1 EGFR EIF2AK2 ELK1 ELL ELMO1 ELOA ELOA2 ELOB ELOC EP300 ERCC2 ERCC3 EZH2 FAU FEN1 FKBP1A FKBP4 FNTA FNTB FURIN FUT8 FXYD1 FXYD2 FXYD3 FXYD4 FXYD6 FXYD7 FYN G3BP1 G3BP2 GALNT1 GANAB GATAD2A GATAD2B GEMIN2 GEMIN4 GEMIN5 GEMIN6 GEMIN7 GEMIN8 GJA1 GOLGA7 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPS2 GRB2 GRSF1 GSK3A GSK3B GTF2A1 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F1 GTF2F2 GTF2H1 GTF2H2 GTF2H3 GTF2H4 GTF2H5 H2AC1 H2AC11 H2AC12 H2AC13 H2AC14 H2AC15 H2AC16 H2AC17 H2AC18 H2AC19 H2AC20 H2AC21 H2AC25 H2AC4 H2AC6 H2AC7 H2AC8 H2BC1 H2BC10 H2BC11 H2BC12 H2BC13 H2BC14 H2BC15 H2BC17 H2BC18 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HAVCR1 HCK HDAC1 HDAC2 HDAC3 HERC5 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G HMG20B HMGA1 HNRNPA1 HNRNPK HSP90AA1 HSP90AB1 HSPA1A HSPA8 HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNGR1 IFNGR2 IGF1R IGHD IGHM IGHV1-2 IGHV1-46 IGHV1-69 IGHV2-5 IGHV2-70 IGHV3-11 IGHV3-13 IGHV3-23 IGHV3-30 IGHV3-33 IGHV3-48 IGHV3-53 IGHV3-7 IGHV4-34 IGHV4-39 IGHV4-59 IGKV1-12 IGKV1-16 IGKV1-17 IGKV1-33 IGKV1-39 IGKV1-5 IGKV1D-12 IGKV1D-16 IGKV1D-33 IGKV1D-39 IGKV2-28 IGKV2-30 IGKV2D-28 IGKV2D-30 IGKV2D-40 IGKV3-11 IGKV3-15 IGKV3-20 IGKV3D-20 IGKV4-1 IGKV5-2 IGLC2 IGLC3 IGLV1-40 IGLV1-44 IGLV1-47 IGLV1-51 IGLV2-11 IGLV2-14 IGLV2-23 IGLV2-8 IGLV3-1 IGLV3-19 IGLV3-21 IGLV3-25 IGLV3-27 IGLV6-57 IGLV7-43 IKBKB IKBKE IKBKG IL17A IL17F IL17RA IL17RC IL1R1 IL6R IMPDH1 IMPDH2 IPO5 IRAK1 IRAK2 IRF3 IRF7 ISCU ISG15 ITCH ITGA4 ITGB1 JAK1 JAK2 JAK3 KDM1A KEAP1 KPNA1 KPNA2 KPNA3 KPNA4 KPNA5 KPNA7 KPNB1 LARP1 LCK LIG1 LIG4 LY96 MAGT1 MAN1B1 MAN2A1 MAP1B MAP1LC3B MAP3K7 MASP1 MASP2 MAVS MBD3 MBL2 MED1 MED10 MED11 MED12 MED13 MED13L MED14 MED15 MED16 MED17 MED18 MED19 MED20 MED21 MED22 MED23 MED24 MED25 MED26 MED27 MED28 MED29 MED30 MED31 MED4 MED6 MED7 MED8 MED9 MGAT1 MGAT2 MGAT4A MGAT4B MGAT4C MGAT5 MNAT1 MOGS MTA1 MTA2 MTA3 MVB12A MVB12B NCBP1 NCBP2 NCK1 NCL NCOR1 NCOR2 NDC1 NEDD4L NELFA NELFB NELFCD NELFE NFE2L2 NFKB1 NFKBIA NLRP12 NLRP3 NMI NMT1 NMT2 NOD1 NOD2 NPIPB3 NPM1 NR3C1 NRP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OAS2 PABPN1 PACS1 PAK2 PALS1 PARP1 PARP10 PARP14 PARP16 PARP4 PARP6 PARP8 PARP9 PATJ PCBP2 PDCD1 PDCD6IP PDPK1 PHF21A PIK3C3 PIK3R4 PKLR PLCG2 PML POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C PPIA PPIB PPIG PPIH PPP1CA PPP1CB PPP1CC PRKCSH PRMT1 PSIP1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB10 PSMB11 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 PSME4 PSMF1 PTGES3 PTPN11 PTPN6 PYCARD RAB5A RAB5B RAB5C RAC1 RAE1 RAN RANBP1 RANBP2 RANGAP1 RB1 RBBP4 RBBP7 RBX1 RCAN3 RCC1 RCOR1 RELA REST RIGI RIPK1 RIPK2 RIPK3 RNF135 RNGTT RNMT ROCK1 ROCK2 RPL10 RPL10A RPL10L RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL22L1 RPL23 RPL23A RPL24 RPL26 RPL26L1 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL36AL RPL37 RPL37A RPL38 RPL39 RPL39L RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPN2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS4Y2 RPS5 RPS6 RPS7 RPS8 RPS9 RPSA RUNX1 S1PR1 SAP18 SAP30 SAP30L SAR1B SDC1 SDC2 SDC3 SDC4 SEC11A SEC11C SEC13 SEC23A SEC24A SEC24B SEC24C SEC24D SEH1L SEM1 SERPINE1 SFN SFTPD SH3KBP1 SIGMAR1 SIKE1 SKP1 SLC25A4 SLC25A5 SLC25A6 SMAD3 SMAD4 SMN1 SMN2 SNF8 SNRPB SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SOS1 SP1 SPCS1 SPCS2 SPCS3 SRPK1 SRPK2 SSRP1 ST3GAL1 ST3GAL2 ST3GAL3 ST3GAL4 ST6GAL1 ST6GALNAC2 ST6GALNAC3 ST6GALNAC4 STAT1 STAT2 STING1 STT3A SUDS3 SUMO1 SUPT16H SUPT4H1 SUPT5H SUZ12 SYK TAB1 TAB2 TAB3 TAF1 TAF10 TAF11 TAF12 TAF13 TAF15 TAF1L TAF2 TAF3 TAF4 TAF4B TAF5 TAF6 TAF7 TAF7L TAF9 TAF9B TBK1 TBL1X TBL1XR1 TBP TCEA1 TGFB1 TJP1 TKFC TLR1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 TMPRSS2 TOMM70 TPR TRAF3 TRAF6 TRIM25 TRIM28 TRIM4 TSG101 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 TUBB8B TUFM TUSC3 TYK2 UBA52 UBAP1 UBB UBC UBE2I UBE2L6 UBE2N UBE2V1 UVRAG VAV1 VCP VEGFA VHL VPS11 VPS16 VPS18 VPS25 VPS28 VPS33A VPS33B VPS36 VPS37A VPS37B VPS37C VPS37D VPS39 VPS41 VPS45 VPS4A VPS4B VTA1 XPO1 XRCC4 XRCC5 XRCC6 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBP1 ZCRB1 ZDHHC11 ZDHHC2 ZDHHC20 ZDHHC3 ZDHHC5 ZDHHC8 ZDHHC9 REACTOME_VIRAL_MESSENGER_RNA_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VIRAL_MESSENGER_RNA_SYNTHESIS AAAS GTF2F1 GTF2F2 NDC1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 POLR2A POLR2B POLR2C POLR2D POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR2L POM121 POM121C RAE1 RANBP2 SEC13 SEH1L TPR REACTOME_VISUAL_PHOTOTRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VISUAL_PHOTOTRANSDUCTION ABCA4 AGRN AKR1B10 AKR1C1 AKR1C3 AKR1C4 APOA1 APOA2 APOA4 APOB APOC2 APOC3 APOE APOM AWAT2 BCO1 BCO2 CALM1 CAMKMT CLPS CNGA1 CNGB1 CYP4V2 DHRS3 DHRS9 FNTA FNTB GNAT1 GNB1 GNB5 GNGT1 GPC1 GPC2 GPC3 GPC4 GPC5 GPC6 GPIHBP1 GRK1 GRK4 GRK7 GUCA1A GUCA1B GUCA1C GUCY2D GUCY2F HSD17B1 HSD17B6 HSPG2 LDLR LPL LRAT LRP1 LRP10 LRP12 LRP2 LRP8 METAP1 METAP2 MYO7A NAPEPLD NMT1 NMT2 OPN1LW OPN1MW OPN1SW PDE6A PDE6B PDE6G PLB1 PNLIP PPEF1 PRKCA PRKCQ RBP1 RBP2 RBP3 RBP4 RCVRN RDH10 RDH11 RDH12 RDH16 RDH5 RDH8 RETSAT RGS9 RGS9BP RHO RLBP1 RPE65 SAG SDC1 SDC2 SDC3 SDC4 SDR9C7 SLC24A1 STRA6 TTR REACTOME_VITAMINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMINS CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27B1 CYP2R1 REACTOME_VITAMIN_B1_THIAMIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_B1_THIAMIN_METABOLISM SLC19A2 SLC19A3 SLC25A19 THTPA TPK1 REACTOME_VITAMIN_B2_RIBOFLAVIN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_B2_RIBOFLAVIN_METABOLISM ACP5 ENPP1 FLAD1 RFK SLC52A1 SLC52A2 SLC52A3 REACTOME_VITAMIN_B5_PANTOTHENATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_B5_PANTOTHENATE_METABOLISM AASDHPPT COASY DCAKD ENPP1 ENPP2 ENPP3 FASN NUDT8 PANK1 PANK2 PANK3 PANK4 PDZD11 PPCDC PPCS SLC25A16 SLC25A42 SLC5A6 VNN1 VNN2 REACTOME_VITAMIN_C_ASCORBATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_C_ASCORBATE_METABOLISM CYB5A CYB5R3 GSTO1 GSTO2 SLC23A1 SLC23A2 SLC2A1 SLC2A3 REACTOME_VITAMIN_D_CALCIFEROL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VITAMIN_D_CALCIFEROL_METABOLISM CUBN CYP24A1 CYP27B1 CYP2R1 GC LDLRAP1 LGMN LRP2 PIAS4 SUMO2 UBE2I VDR REACTOME_VLDLR_INTERNALISATION_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VLDLR_INTERNALISATION_AND_DEGRADATION AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CLTA CLTC MYLIP NR1H2 NR1H3 PCSK9 RPS27A UBA52 UBB UBC VLDLR REACTOME_VLDL_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VLDL_ASSEMBLY APOB APOC1 APOC4 MTTP P4HB REACTOME_VLDL_CLEARANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VLDL_CLEARANCE APOB APOBR APOC1 APOC4 LSR VLDLR REACTOME_VOLTAGE_GATED_POTASSIUM_CHANNELS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VOLTAGE_GATED_POTASSIUM_CHANNELS KCNA1 KCNA10 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KCNAB1 KCNAB2 KCNAB3 KCNB1 KCNB2 KCNC1 KCNC2 KCNC3 KCNC4 KCND1 KCND2 KCND3 KCNF1 KCNG1 KCNG2 KCNG3 KCNG4 KCNH1 KCNH2 KCNH3 KCNH4 KCNH5 KCNH6 KCNH7 KCNH8 KCNQ1 KCNQ2 KCNQ3 KCNQ4 KCNQ5 KCNS1 KCNS2 KCNS3 KCNV1 KCNV2 REACTOME_VXPX_CARGO_TARGETING_TO_CILIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_VXPX_CARGO_TARGETING_TO_CILIUM ARF4 ASAP1 CNGA2 CNGA4 CNGB1 EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 GBF1 PKD1 PKD2 RAB11A RAB11FIP3 RAB3IP RAB8A RHO REACTOME_WAX_AND_PLASMALOGEN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WAX_AND_PLASMALOGEN_BIOSYNTHESIS AGPS AWAT1 AWAT2 DHRS7B FAR1 FAR2 GNPAT REACTOME_WNT5A_DEPENDENT_INTERNALIZATION_OF_FZD2_FZD5_AND_ROR2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WNT5A_DEPENDENT_INTERNALIZATION_OF_FZD2_FZD5_AND_ROR2 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 CLTA CLTB CLTC FZD2 FZD5 ROR1 ROR2 WNT5A REACTOME_WNT5A_DEPENDENT_INTERNALIZATION_OF_FZD4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WNT5A_DEPENDENT_INTERNALIZATION_OF_FZD4 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ARRB2 CLTA CLTB CLTC DVL2 FZD4 PRKCA PRKCB PRKCG WNT5A REACTOME_WNT_LIGAND_BIOGENESIS_AND_TRAFFICKING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WNT_LIGAND_BIOGENESIS_AND_TRAFFICKING PORCN SNX3 TMED5 VPS26A VPS29 VPS35 WLS WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B REACTOME_WNT_MEDIATED_ACTIVATION_OF_DVL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_WNT_MEDIATED_ACTIVATION_OF_DVL CSNK1E CSNK2A1 CSNK2A2 CSNK2B DVL1 DVL2 DVL3 PIP5K1B REACTOME_XENOBIOTICS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_XENOBIOTICS AHR ARNT ARNT2 CYP1A1 CYP1A2 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2S1 CYP2W1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 REACTOME_YAP1_AND_WWTR1_TAZ_STIMULATED_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_YAP1_AND_WWTR1_TAZ_STIMULATED_GENE_EXPRESSION CCN2 GATA4 HIPK1 HIPK2 KAT2B NKX2-5 NPPA RUNX2 TBX5 TEAD1 TEAD2 TEAD3 TEAD4 WWTR1 YAP1 REACTOME_ZBP1_DAI_MEDIATED_INDUCTION_OF_TYPE_I_IFNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZBP1_DAI_MEDIATED_INDUCTION_OF_TYPE_I_IFNS CHUK DHX9 DTX4 IKBKB IKBKG IRF3 MYD88 NFKB1 NFKB2 NFKBIA NFKBIB NKIRAS1 NKIRAS2 NLRP4 RELA RIPK1 RIPK3 TBK1 TICAM1 TLR3 ZBP1 REACTOME_ZINC_EFFLUX_AND_COMPARTMENTALIZATION_BY_THE_SLC30_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZINC_EFFLUX_AND_COMPARTMENTALIZATION_BY_THE_SLC30_FAMILY SLC30A1 SLC30A2 SLC30A3 SLC30A5 SLC30A8 REACTOME_ZINC_INFLUX_INTO_CELLS_BY_THE_SLC39_GENE_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZINC_INFLUX_INTO_CELLS_BY_THE_SLC39_GENE_FAMILY SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 REACTOME_ZINC_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZINC_TRANSPORTERS SLC30A1 SLC30A2 SLC30A3 SLC30A5 SLC30A8 SLC39A1 SLC39A10 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 REACTOME_ZYGOTIC_GENOME_ACTIVATION_ZGA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_ZYGOTIC_GENOME_ACTIVATION_ZGA CREBBP DPPA2 DPPA4 DUX4 DUXA DUXB EP300 KDM4E LEUTX TEAD4 TP53 TPRX1 TPRX2 TUT4 TUT7 YAP1 ZSCAN4 REACTOME_Z_DECAY_DEGRADATION_OF_MATERNAL_MRNAS_BY_ZYGOTICALLY_EXPRESSED_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/REACTOME_Z_DECAY_DEGRADATION_OF_MATERNAL_MRNAS_BY_ZYGOTICALLY_EXPRESSED_FACTORS DIS3L2 EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4E EIF4G1 PABPC1 PABPN1 PAIP1 TUT4 TUT7 WP_10Q1121Q1123_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_10Q1121Q1123_COPY_NUMBER_VARIATION_SYNDROME ARHGAP22 ATF2 BAZ1B BCL2 BMAL1 BMP2 BMPR1A BMPR1B C10orf53 C10orf71 CDH1 CHAT CLOCK CUL5 DDX21 DEK DLD DLST DRGX EIF4ENIF1 ELK1 ELOA ERCC5 ERCC6 ERCC8 FAM170B FRMPD2 GDF5 HSF1 HSF4 ITCH JUND KDM4D LRRC18 MAPK8 MEN1 MIR4294 MYBBP1A MYO1C NEO1 NLRP3 NOG OGDHL PARG PCNA RGMB RIF1 SF3B1 SIRT1 SIRT6 SLC18A3 SMAD1 SMAD5 SMAD9 SMARCA5 SMARCB1 SMARCC2 TMEM273 UVSSA VSTM4 WDFY4 WP_10Q22Q23_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_10Q22Q23_COPY_NUMBER_VARIATION ACTN2 ADAM10 ADIRF AFG3L2 BMP2 BMPR1A BUB1B CCSER2 CDHR1 CEBPA DNAJB13 DYDC1 DYDC2 ERBB4 FAM25A GHITM GLUD1 GPR15 GPR15LG GRID1 IQUB LDB3 LINC00858 LRIT1 LRIT2 MAD2L2 MAS1 MAT1A MIR346 MMRN2 NFKB1 NME5 NRG3 OPN4 PDS5A PDS5B PPARG PRXL2A RAD21 RGR ROPN1L RSPH1 RSPH14 RSPH3 RSPH4A RSPH6A RSPH9 SF3B4 SH2D4B SH3GL3 SHLD1 SHLD2 SHLD3 SIRT4 SMC1A SMC3 SNCG STAG1 SUSD2 TNFSF11 TSPAN14 VEGFA WAPL ZMYND11 WP_11P112_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_11P112_COPY_NUMBER_VARIATION_SYNDROME ACCS ALKBH3 ALX4 B3GNT7 B4GALT4 B4GAT1 BMAL1 C11orf96 CD151 CD19 CD4 CD53 CD63 CD82 CHST1 CHST6 CLOCK CRY2 EXT1 EXT2 FREY1 GLI3 HBEGF HLA-DMA HLA-DMB HLA-DRA IGSF8 ITGA3 ITGA4 ITGA6 ITGB1 ITGB2 IZUMO1 LARGE2 LEF1 LGALS3BP MAPK8IP1 MS4A1 NDST1 NRXN1 PEX16 PEX3 PHF21A PRDM11 REST SDCBP SHH SLC25A17 SLC35C1 SPPL2C SYT13 TIMP1 TP53 TP53I11 TSPAN18 VANGL1 WP_13Q1212_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_13Q1212_COPY_NUMBER_VARIATION ADIPOQ ATXN1 C1QTNF9 C1QTNF9B CDC42 DAG1 DMD DTNA FLNC LINC00327 LINGO1 MAG MAPK8 MAPK9 MIPEP MIR2276 RAC1 RHOA RTN4 RTN4R SACS SGCA SGCB SGCD SGCG SNTA1 SNTB1 SPATA13 SSPN TNFRSF19 TRAF1 TRAF2 TRAF3 TRAF5 WP_15Q112_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_15Q112_COPY_NUMBER_VARIATION_SYNDROME CYFIP1 FMR1 NIPA1 NIPA2 TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 WP_15Q11Q13_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_15Q11Q13_COPY_NUMBER_VARIATION ANKRD2 APBA2 APP CALM1 CANX CCL5 CDC42BPB CGN CHRNA7 CREBBP CXADR DNMBP EID3 ENTREP2 FAN1 FANCD2 FANCI GJA1 GJC2 GJD3 GOLGA8H GOLGA8J GOLGA8K GOLGA8O GOLGA8Q GOLGA8R GOLGA8T HDAC1 KAT2B KLF13 LYPD6 MIR211 MITF MTMR10 MYZAP NECAB3 NSMCE1 NSMCE2 NSMCE3 OCLN OTUD7A RELA RIC3 SERPINH1 SIN3A SLF1 SLF2 SMC5 SMC6 SPEF1 STX1A STX1B STXBP1 TJP1 TJP2 TJP3 TRPM1 TRPM3 UBN1 WP_15Q133_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_15Q133_COPY_NUMBER_VARIATION_SYNDROME ARHGAP11B CCL5 CHRFAM7A CHRNA7 CREBBP FAN1 FANCD2 FYN GOLGA8H GOLGA8O GOLGA8Q GOLGA8R GPR75 GRM6 KAT2B KLF13 MIR211 MTMR10 OTUD7A SERPINH1 TRPM1 ULK4P1 ULK4P2 WP_15Q25_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_15Q25_COPY_NUMBER_VARIATION ADAMTSL3 AGAP2 ALPK3 AP3B2 AP3D1 AP3M2 AP3S1 BNC1 BTBD1 C15orf40 CPEB1 DNM3 EGF FSD2 GOLGA6L4 GRM1 GRM5 HOMER2 HTT ITPR1 MIR4515 NMB NMBR PDE8A RAF1 RAMAC RNMT RYR1 RYR2 SEC11A SH3GL3 SHANK1 SHANK3 SLC28A1 SLC2A1 SPCS1 SPCS2 SPCS3 SYNJ1 TENT4B TM6SF1 TOP1 WDR73 WHAMM ZNF592 ZSCAN2 WP_16P112_DISTAL_DELETION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_16P112_DISTAL_DELETION_SYNDROME ATP2A1 ATP2A1-AS1 ATXN2L C3 CD19 CD81 CD82 CR2 GRB2 IFITM1 IL4 INSR JAK2 KDR LAT MIR4721 MPL NFATC2 NFATC2IP PLN PRMT1 RAB4A RAB5A RABEP2 RABGEF1 SDCCAG8 SH2B1 SLN SPNS1 TRAF1 TRAF2 TUFM VAV2 WP_16P112_PROXIMAL_DELETION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_16P112_PROXIMAL_DELETION_SYNDROME ALDOA ASPHD1 BPTF C16orf54 C16orf92 CASP8 CCDC6 CCT2 CCT3 CCT4 CCT5 CCT6A CCT6B CCT7 CCT8 CDIPT CORO1A DOC2A ESR1 EZR GDPD3 HDAC3 HIRA HIRIP3 IGBP1 IGFBP3 INO80E KCTD13 KIF22 KMT2C KMT2D MAP2K3 MAP2K6 MAPK3 MAZ MIR3680-1 MIR3680-2 MSN MVP NFKB1 NR3C1 PAGR1 PARP4 PAXIP1 PCNA PPARG PPP2CA PPP2CB PPP2R1A PPP2R5D PPP4C PPP4R1 PPP4R2 PPP4R3A PPP4R3B PPP4R3C PPP4R4 PRRT2 PTEN QPRT REL SEZ6L2 SIAH1 SPN TAOK2 TBX6 TCP1 TLCD3B TMEM219 TP53 TRAF2 TRAF6 UNC13A UNC13B YPEL3 ZG16 WP_17P133_YWHAE_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_17P133_YWHAE_COPY_NUMBER_VARIATION CDK5 DBH DCTN1 DCTN2 DCTN3 DCTN4 DCTN5 DCTN6 DDC DISC1 DYNC1H1 NDEL1 PAFAH1B1 PPP2CA TH YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ WP_17Q12_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_17Q12_COPY_NUMBER_VARIATION_SYNDROME AATF ACACA AP2B1 ARHGAP23 ARL5C ASIC2 C17orf50 C17orf78 CACNB1 CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL18 CCL2 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCT6B CDK12 CISD3 CWC25 DDX52 DHRS11 DUSP14 EPOP ERBB2 FBXL20 FBXO47 FNDC8 GAS2L2 GGNBP2 GPR179 GRB7 HEATR9 HNF1B IKZF3 LASP1 LHX1 LIG3 LYZL6 MED1 MIEN1 MLLT6 MMP28 MRM1 MRPL45 MYO19 NEUROD2 NLE1 PCGF2 PEX12 PGAP3 PIGW PIP4K2B PLXDC1 PNMT PPP1R1B RAD51D RASL10B RDM1 RFFL RPL23 SLC35G3 SLFN11 SLFN12 SLFN13 SLFN14 SLFN5 SOCS7 SPMAP1 SRCIN1 STAC2 STARD3 SYNRG TADA2A TAF15 TBC1D3 TBC1D3B TBC1D3C TBC1D3E TBC1D3G TBC1D3H TBC1D3I TBC1D3K TBC1D3L TCAP TEC TMEM132E TMEM132E-DT UNC45B ZNF830 ZNHIT3 WP_1P36_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_1P36_COPY_NUMBER_VARIATION_SYNDROME ACAP3 AGRN ANKRD65 ARF6 ATAD3A ATAD3B ATAD3C AURKAIP1 B3GALT6 BTLA C1QTNF12 C1orf159 CALML6 CCNL2 CD160 CDK11A CDK11B CFAP74 COMMD1 CPTP CUL3 DKK3 DLL1 DLST DVL1 ELAVL1 ESR1 FAAP20 FNDC10 GABRD GDE1 GNB1 GRIK2 HES4 HES5 HSPA8 IFIH1 IFIT1 INTS10 INTS11 INTS13 INTS14 INTS4 INTS9 ISG15 KLHL17 KRT17 LRP4 MCM2 MEPCE METTL14 MIB2 MIR1302-2 MIR200A MIR200B MIR429 MIR6726 MIR6727 MIR6808 MIR6859-1 MIR6859-2 MMP23B MORN1 MRPL20 MRPL20-AS1 MUSK MXRA8 NADK NOC2L OR4F16 OR4F29 OR4F5 PANK4 PARD6B PERM1 PEX10 PEX12 PEX2 PEX5 PHKG2 PLCH2 PLEKHN1 PRKCZ PUSL1 RBX1 RER1 RNF223 SAMD11 SCNN1D SDF4 SKI SLC35E2B SMAD2 SMAD3 SMAD4 SSU72 TAS1R3 TGFB1 TMEM52 TMEM88B TNFRSF14 TNFRSF18 TNFRSF4 TNFSF18 TNFSF4 TRAF2 TRAF5 TRIM25 UBE2J2 VEGFA VTN VWA1 WP_1Q211_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_1Q211_COPY_NUMBER_VARIATION_SYNDROME ACP6 AFDN AMELX BCL9 CHD1L CTNNB1 F11R FMO5 GJA1 GJA3 GJA5 GJA8 KIRREL1 LINC00624 NBPF12 OCLN PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PYGO1 PYGO2 RNVU1-8 TJP1 TJP2 TJP3 WP_22Q112_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_22Q112_COPY_NUMBER_VARIATION_SYNDROME ACTA2 ACTC1 AIFM3 ALDH1A2 ALDH4A1 ARVCF ASF1A BCL2 BMAL1 C22orf39 CBX5 CCDC188 CDC42 CDC45 CDH15 CHRD CLDN1 CLDN3 CLDN5 CLTCL1 COMT CRKL CUL3 CYP26A1 CYP26B1 CYP26C1 DEPDC5 DGCR11 DGCR2 DGCR5 DGCR6L DGCR8 DRD2 DROSHA EGFR EMC10 ESS2 FAM230E FGF10 FGF8 FGFR1 FGFR2 FOXA2 FOXC1 FOXC2 GBX2 GLUD1 GNB1L GP1BA GP1BB GP5 GP9 GSC2 H4C1 HAND2 HDAC3 HES1 HIRA HIRIP3 KLHL22 KPNB1 LINC00896 LINC01637 LRRC74B LZTR1 MAG MALT1 MED15 MIR1306 MIR4761 MIR6816 MRPL40 NCOR1 NKX2-5 NPRL2 NPRL3 OAT P2RX6 PAK4 PAX3 PI4KA PITX2 PLK1 POLR2A PPP1CB PRKN PRODH RAF1 RAN RANBP1 RANGAP1 RBX1 RCC1 RELN RORC RTL10 RTN4 RTN4R SCARF2 SEPTIN11 SEPTIN5 SEPTIN8 SERPIND1 SHH SHOC2 SLC25A1 SLC2A4 SLC7A4 SNAP29 SNORA77B SREBF1 SREBF2 SRF TANGO2 TBX1 THAP7 TMEM191A TNPO1 TP53 TRMT2A TSKS TSSK2 TUBA3FP TXNRD2 UFD1 USP41P VWF XPO1 ZDHHC8 ZNF74 WP_2Q112_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_2Q112_COPY_NUMBER_VARIATION_SYNDROME ADRA2B ANKRD23 ANKRD39 ARID5A ASTL CIAO1 CIAO2A CIAO2B CNNM3 CNNM4 COL2A1 COX11 DUSP2 ERBB2 FAM178B FER1L5 IL6 ITPRIPL1 KANSL3 LMAN2L MAPK1 MAPK3 MIR3127 MMS19 NCAPH NEURL3 PARL PLXNB2 RHOA SEMA4C SNRNP200 STARD7 STAT3 TMEM127 ZP2 WP_2Q13_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_2Q13_COPY_NUMBER_VARIATION_SYNDROME ACOXL ANAPC1 ARF6 ARL14 BCL2L11 CHCHD5 CKAP2L CSF1 CSF2 CXCL13 FBLN7 GAS6 GATA3 GRB2 IL1A IL1B IL1F10 IL1R1 IL1RAP IL1RL2 IL1RN IL2 IL23A IL36A IL36B IL36G IL36RN IL37 IL6 LGALS3 MAPK1 MERTK MIR4435-2 MIR4435-2HG MIR4771-2 NT5DC4 PLCG2 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1G POLR1H POLR2E POLR2F POLR2H POLR2K POLR2L PSD4 PTK2 RAC1 RGPD8 SLC20A1 SOCS1 SOCS3 STAT1 TMEM87B TTL TULP1 ZC3H6 ZC3H8 WP_2Q211_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_2Q211_COPY_NUMBER_VARIATION_SYNDROME AMER3 APC ARHGEF4 CCDC42 CCDC74A CDC27 FAM168B GPR148 LINC01087 MIR4784 MZT2A PLEKHB2 POTEE RAC1 RHOA STAT3 STMN2 TUBA3D WP_2Q37_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_2Q37_COPY_NUMBER_VARIATION_SYNDROME ABCA1 ACKR3 AGAP1 AGAP1-IT1 AGXT ANKMY1 ANO7 AQP12A AQP12B ARF1 ARF5 ARL4C ASB1 ASB18 ASCL1 ATG4B BOK CALCA CALCRL CALM1 CAPN10 CENPA CFLAR COL6A3 COPS8 COPS9 CXCL11 CXCL12 CXCR4 CYTH1 CYTH2 CYTH3 CYTH4 D2HGDH DGKD DISC1 DNAJB3 DTYMK DUSP28 EEF1A1 EGFR ERFE ESPNL FARP2 GABARAP GABARAPL1 GABARAPL2 GAL3ST2 GBX2 GMEB1 GPC1 GPR35 GYS1 HAMP HDAC4 HDLBP HES1 HES6 HJURP IL13RA1 IL1B ILK ILKAP ING5 IQCA1 IRF8 ITGB3 ITPK1 JUN KIF1A KLHL30 LRRFIP1 MAB21L4 MAP1LC3A MAP1LC3B MAP1LC3C MAP4 MEF2A MEF2C MIR149 MIR2467 MIR3133 MIR4269 MIR4440 MIR4441 MIR4786 MLPH MROH2A MSL3P1 MTERF4 MYO5A MYOD1 MYOG NDUFA10 NEDD8 NEU4 NFKBIA OR6B2 OR6B3 OTOS PASK PDCD1 PDGFA PDX1 PER2 PPP1R7 PRL PRLH RAB17 RAB27A RAC1 RAMP1 RBM44 RNPEPL1 RPS6 RRAGA RRAGB RRAGC RRAGD RTP5 SCLY SEPTIN12 SEPTIN2 SEPTIN4 SEPTIN6 SH3BP4 SNED1 SPP2 STK25 THAP4 TNF TP53 TRAF3 TRAF3IP1 TRPM8 TWIST2 UBE2F UGT1A1 UGT1A10 UGT1A4 UGT1A6 UGT1A7 UGT1A8 UGT1A9 USP40 WP_3Q29_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_3Q29_COPY_NUMBER_VARIATION_SYNDROME ADAM10 AKT1 BRINP1 CASP7 CEP19 CEP350 CEP43 DLG1 DLG1-AS1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2B DYNLT3 FBXO45 FBXW7 FNDC8 GRIA1 HAMP HFE HIF1A JUN LINC00885 MAD2L1BP MCRS1 MELTF MELTF-AS1 MIR4797 MYC MYCBP2 NCBP1 NCBP2 NCBP2-AS1 NCBP2AS2 NF2 NRROS PAK2 PCYT1A PIGM PIGX PIGZ PIK3R3 PXN RABL2B RNF168 RNF8 SDHAP1 SENP5 SIRT1 SLC40A1 SLC51A SLC51B SMCO1 STAT5A STAT5B TF TFRC TGFB1 TM4SF19 TM4SF19-AS1 UBE2N UBXN7 WDR53 ZDHHC19 ZNF76 WP_4HYDROXYTAMOXIFEN_DEXAMETHASONE_AND_RETINOIC_ACIDS_REGULATION_OF_P27_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_4HYDROXYTAMOXIFEN_DEXAMETHASONE_AND_RETINOIC_ACIDS_REGULATION_OF_P27_EXPRESSION AKT1 EIF4E EIF4EBP1 MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAP3K11 MAP3K5 MAPK1 MAPK3 MKNK1 MKNK2 MTOR PBK PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKAA1 RAF1 TSC1 TSC2 WP_4P163_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_4P163_COPY_NUMBER_VARIATION BCS1L CBL CKAP5 CLTCL1 ERI1 FAM53A FGF2 FGFR3 FRS2 GAB1 GRB2 H3-3A LETM1 MAPK1 MAPK3 MIR943 NAT8L NELFA NELFB NELFCD NELFE NICOL1 NSD2 PIK3R1 PLCG1 POLN SCARNA22 SLBP SOS1 TACC3 TMEM129 UBE2J2 WP_5Q35_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_5Q35_COPY_NUMBER_VARIATION ABHD5 ABL1 ABRAXAS1 ADAM10 ANKS4B ARFGAP2 ARL10 B4GALT7 BABAM1 BABAM2 BARD1 BRCA1 BRCC3 CAPN3 CDHR2 CDHR5 CLTB COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7B COX7C COX8A CXCR4 CYP7A1 DBN1 DDX41 DOK3 DRD2 EED EIF4E1B F12 FAF2 FAM193B FBXW7 FGF1 FGF19 FGFR4 FRS2 GAB1 GNAI1 GNAI2 GNAI3 GPRIN1 GRB2 GRIN1 GRIN2B GRK6 H2AX H3-3A HIC2 HIGD2A HIP1 HIP1R HK3 IGF1R INPP5D JUN KDM6B KIAA1191 LMAN2 MAGED1 MAPK10 MAPK8 MAPK9 MAX MIR1271 MIR4281 MT-CO1 MT-CO2 MT-CO3 MXD3 MYC MYO7B NELFB NOP16 NSD1 NTN1 PDLIM7 PFN3 PIK3R1 PLCG1 PNPLA2 PRELID1 PRR7 PTH PTPN2 PTPRN2 RAB24 RGS14 RNF44 SIMC1 SLC34A1 SNCA SNCB SOS1 SRC TMED10 TMED2 TMED9 TPM2 TRIAP1 TSPAN17 UIMC1 UNC5A USH1C ZNF346 WP_6Q16_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_6Q16_COPY_NUMBER_VARIATION AGRP ARNT BDNF GHRL GHSR INS INSR LEP LEPR MC4R NPY NTRK2 POMC SIM1 WP_7OXOC_AND_7BETAHC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_7OXOC_AND_7BETAHC_PATHWAYS ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX2 AMACR BAAT CYP27A1 CYP7A1 DBP DHCR7 EBP EPHX2 HSD11B1 HSD11B2 NPC1 NPC2 SCP2 SLC27A2 SLC27A5 THEM5 WP_7Q1123_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_7Q1123_COPY_NUMBER_VARIATION_SYNDROME ABHD11 ACACA ACACB ATF4 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5PB ATP5PO ATPAF1 ATPAF2 BAZ1B BCL7B BECN1 BRD4 BTK BUD23 CDKN1C CFL1 CHTF18 CLASP1 CLASP2 CLDN1 CLDN3 CLDN4 CLDN5 CLIP2 CLTC CTNNB1 DDX21 DEK DLD DLST DNAJC30 EIF2A EIF2AK3 EIF4H ELN ERCC6 FAS FBLN2 FBLN5 FBN1 FKBP6 FZD9 GAPDH GRB2 GRIP1 GTF2I GTF2IRD1 H2AX HDAC2 HDAC3 HDAC6 HMGA1 HOXC8 HSPA2 LAT2 LIMK1 MAPK3 METTL27 MIR4284 MIR590 MLXIPL MT-ATP6 MT-ATP8 MVB12A MYBBP1A MYC MYO1C NRG1 NUP62 OGDH PCNA PKLR PRKG1 RB1 RFC2 RFC5 SF3B1 SMARCA5 SNAP25 SQSTM1 STX1A TBL2 TMEM270 TRIM50 TSG101 UBE2E1 UBE2E3 UBE2L6 UBIAD1 ULK1 USF1 VAMP2 VPS28 VPS37A VPS37B VPS37C VPS37D VPS9D1 WNT2 WP_7Q1123_DISTAL_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_7Q1123_DISTAL_COPY_NUMBER_VARIATION DAPK2 EPB41L3 G3BP1 HSPB1 KIF1C LMNA MDH2 POR PTPMT1 RAF1 RHBDD2 SFN SNORA14A SRRM3 SSC4D STYXL1 TMEM120A TMEM120B YWHAG ZP1 ZP2 ZP3 WP_8P231_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_8P231_COPY_NUMBER_VARIATION_SYNDROME AXIN1 BLK BMP1 C8orf74 CGAS CLDN23 CSTA CTNNB1 CTSB CTSD DEFB134 DEFB135 DEFB136 ERI1 FAM167A FAM167A-AS1 FCGR2A FCGR2B FDFT1 GATA4 HEPACAM2 HSPD1 MAPK1 MAPK3 MCRS1 MEPE MFHAS1 MSRA MTMR6 MTMR7 MTMR8 MTMR9 NEIL2 NKX6-1 NUMA1 PDX1 PINX1 PPP1R3B PRSS55 RAF1 RP1L1 S100A10 SGPL1 SLBP SLC2A4 SLC35G5 SOX7 TBX5 TERF1 TERT TLR2 TLR4 TNKS XKR6 WP_8Q1123_RB1CC1_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_8Q1123_RB1CC1_COPY_NUMBER_VARIATION ATG101 ATG13 ATG16L1 GABARAP GABARAPL1 GABARAPL2 MAP3K5 PTK2 PTK2B RB1 RB1CC1 TNF TP53 TRAF2 ULK1 WDR45B WP_ACETAMINOPHEN_IN_ANALGESIA_AND_ANTIPYRESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACETAMINOPHEN_IN_ANALGESIA_AND_ANTIPYRESIS CACNA1H FAAH HTR1A KCNQ2 KCNQ3 PTGS1 PTGS2 TRPA1 TRPV1 WP_ACETYLCHOLINE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACETYLCHOLINE_SYNTHESIS ACHE CHAT CHKA PCYT1A PDHA1 PDHA2 PEMT WP_ACE_INHIBITOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACE_INHIBITOR_PATHWAY ACE ACE2 AGT AGTR1 AGTR2 ATP6AP2 BDKRB1 BDKRB2 CMA1 CTSG CYP11B2 KNG1 MAS1 NOS3 NR3C2 REN TGFB1 WP_ACQUIRED_PARTIAL_LIPODYSTROPHY_BARRAQUERSIMONS_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACQUIRED_PARTIAL_LIPODYSTROPHY_BARRAQUERSIMONS_SYNDROME C3 C5 CFB CFD FNTA ICMT LMNA LMNB1 LMNB2 RCE1 WP_ACTIVATION_OF_NLRP3_INFLAMMASOME_BY_SARSCOV2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACTIVATION_OF_NLRP3_INFLAMMASOME_BY_SARSCOV2 CASP1 IL1B NFKB1 NLRP3 PYCARD RELA TRAF3 WP_ACUTE_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACUTE_MYELOID_LEUKEMIA AKT1 AKT2 AKT3 ARAF BAD BCL2A1 BRAF CCNA1 CCNA2 CCND1 CD14 CEBPA CEBPE CHUK CSF1R CSF2 DUSP6 EIF4EBP1 FCGR1A FLT3 GLI1 GRB2 HRAS IKBKB IKBKG IL3 ITGAM JUP KIT KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MPO MTOR MYC NFKB1 NRAS PER2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIM1 PIM2 PML PPARD RAF1 RARA RELA RPS6KB1 RPS6KB2 RUNX1 RUNX1T1 SOS1 SOS2 SPI1 STAT3 STAT5A STAT5B TCF7 TCF7L1 TCF7L2 ZBTB16 WP_ACUTE_VIRAL_MYOCARDITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ACUTE_VIRAL_MYOCARDITIS ABL1 ABL2 ACTB AIF1 AKT1 BAX BCL2 BCL2L1 BID BNIP2 CAAP1 CASP1 CASP2 CASP3 CASP6 CASP7 CASP8 CASP9 CAV1 CCND1 CCR3 CCR5 CD4 CD40LG CD55 CD80 CHRAC1 CREB1 CXADR CXCR4 CYCS DAG1 DFFA DFFB DMD EDN1 EIF4G1 EIF4G2 ENDOG FYN GSK3B HLA-DMA IFNG IL10 IL12A IL12B IL2 IL6 ILK ITGAL ITGB2 JAK1 KRT8 LAMA2 MAPK1 MAPK3 MICA MMP9 MYH6 NFKB2 NOD2 NOS1 PABPC1 PARP1 PIK3R1 PTCRA PYCARD RAC2 RAC3 RASA1 SGCA SGCB SGCD SGCG SOCS1 SOS1 SRC STAT1 STAT3 TGFB1 TICAM1 TLR3 TLR4 TLR5 TNF WP_ADHD_AND_AUTISM_ASD_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ADHD_AND_AUTISM_ASD_PATHWAYS AADAT AANAT ABAT ABCD4 ABL1 ABL2 ACACA ACE ADA ADAM10 ADGRL3 ADORA2A ADRA1A ADRA1B ADRA1D ADRB2 ADSL ADSS2 AGMO AGTR1 AHCY AKR1A1 AKR1B1 AKR1C1 AKR1C3 AKT1 AKT1S1 AKT2 AKT3 ALDH1L1 ALDH1L2 ALDH2 ALDH9A1 ALPI ALPL AMN AMPD1 AOC1 AOX1 APP APRT ASMT ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG2A ATG3 ATG4A ATG5 ATG7 ATIC BECN1 BHMT CACNA1C CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CALM1 CBL CBLIF CBR1 CBS CCT6A CD320 CDO1 CNR1 CNR2 CNTN1 CNTN2 CNTN3 CNTN4 CNTN5 CNTN6 CNTNAP1 CNTNAP2 CNTNAP3 CNTNAP4 COMT CPLX1 CSAD CTH CTNNB1 CTTN CUBN CYP2C19 CYP2C9 CYP2D6 CYP3A4 DAG1 DAGLA DAGLB DBH DDC DEPTOR DGUOK DHFR DLG1 DLG2 DLG3 DLG4 DLG5 DLGAP1 DLGAP2 DLGAP3 DLGAP4 DLGAP5 DNMT1 DRD2 DRD4 DRD5 EGFR FAAH FAAH2 FMO1 FOLH1 FOLR1 FOLR2 GABBR1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRB1 GABRB2 GABRB3 GABRD GABRG1 GABRG2 GABRQ GAD1 GAD2 GATM GCAT GCH1 GK GKAP1 GLS GLS2 GLUL GNAQ GNMT GOT2 GPHN GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRIP1 GRIP2 GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 HCFC1 HDC HNMT HOMER1 HOMER2 HOMER3 HPRT1 HTR1D HTR1E HTR1F HTR2A HTR2B HTR3B HTR3C HTR3D HTR3E HTR4 HTR6 HTR7 IDO1 IDO2 IFNG IMPDH1 INSR ITPA KCNA1 KCNA2 KCNA3 KCNA4 KCNA5 KCNA6 KCNA7 KIT KMO KYAT1 KYAT3 KYNU LMBRD1 MAOA MAOB MAP1LC3A MAPKAP1 MAT1A MAT2B MC4R MECP2 MLST8 MMAA MMACHC MMADHC MMUT MOCOS MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTOR MTR MTRR NADSYN1 NCAM1 NGLY1 NLGN1 NLGN2 NLGN3 NLGN4X NMNAT1 NOS1 NOS2 NOS3 NOX1 NOX3 NOX4 NOX5 NRXN1 NRXN2 NRXN3 OPRM1 OXT OXTR PAH PCBD1 PCBD2 PDGFRA PDGFRB PDXK PIK3AP1 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R4 PLCG1 PLCG2 PNMT PNP PNPO PRKAA1 PRKAA2 PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2B PRKCA PRKCB PRKCD PRKCG PRKCZ PTEN PTK2B PTS QDPR QPRT RB1CC1 REN RFK RHEB RHOA RICTOR RIT2 RPTOR SCN10A SCN11A SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4A SCN4B SCN5A SCN7A SCN8A SCN9A SESN1 SESN2 SHANK1 SHANK2 SHMT1 SHMT2 SIRT3 SLC17A6 SLC18A1 SLC19A1 SLC25A12 SLC25A13 SLC25A32 SLC25A39 SLC25A40 SLC32A1 SLC46A1 SLC52A1 SLC52A2 SLC52A3 SLC6A1 SLC6A2 SLC6A3 SLC6A4 SNAP25 SOD1 SOD2 SOD3 SORBS2 SPR STK11 STX1A STXBP1 SULT1A3 SYP SYT1 TAAR1 TCN1 TCN2 TDO2 TH TNF TPH1 TPH2 TSC1 TSC2 TYMS ULK1 VAMP2 WDR45 WIPI1 WIPI2 XDH WP_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ADIPOGENESIS ADIPOQ AGPAT2 AGT AHR ASIP BMP1 BMP2 BMP3 BMP4 BORCS8-MEF2B BSCL2 CDKN1A CEBPA CEBPB CEBPD CELF1 CFD CISD1 CNTFR CREB1 CTNNB1 CYP26A1 CYP26B1 DDIT3 DLK1 DVL1 E2F1 E2F4 EBF1 EGR2 EPAS1 FAS FOXC2 FOXO1 FRZB FZD1 GADD45A GADD45B GATA2 GATA3 GATA4 GDF10 GH1 GTF3A HIF1A HMGA1 HNF1A ID3 IGF1 IL6 IL6ST INS IRS1 IRS2 IRS4 KLF15 KLF5 KLF6 KLF7 LEP LIF LIFR LIPE LMNA LPIN1 LPIN2 LPIN3 LPL MBNL1 MEF2A MEF2B MEF2C MEF2D MIF MIXL1 NAMPT NCOA1 NCOA2 NCOR1 NCOR2 NDN NR1H3 NR2F1 NR3C1 NRIP1 OSM PCK1 PCK2 PLIN1 PLIN2 PNPLA3 PPARA PPARD PPARG PPARGC1A PRLR PTGIS RARA RB1 RBL1 RBL2 RETN RORA RXRA RXRG SCD SERPINE1 SFRP4 SLC2A4 SMAD3 SOCS1 SOCS3 SP1 SPOCK1 SREBF1 STAT1 STAT2 STAT3 STAT5A STAT5B STAT6 TGFB1 TNF TRIB3 TWIST1 UCP1 WNT1 WNT10B WNT5B WWTR1 ZMPSTE24 WP_AEROBIC_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AEROBIC_GLYCOLYSIS ALDOA ENO1 GAPDH GPI HK1 LDHA PFKM PGAM2 PGK1 PKM SLC2A1 TPI1 WP_AEROBIC_GLYCOLYSIS_AUGMENTED https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AEROBIC_GLYCOLYSIS_AUGMENTED ALDOA ENO1 GAPDH GPI GPT HK1 LDHA PFKM PGAM2 PGK1 PKM SLC2A1 TPI1 WP_AFFECTED_PATHWAYS_IN_DUCHENNE_MUSCULAR_DYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AFFECTED_PATHWAYS_IN_DUCHENNE_MUSCULAR_DYSTROPHY AGTR1 ATP2A1 CACNA1F CACNA1S CACNA2D1 CACNB1 CACNB2 CACNG1 CAMK2D CAPN3 CASP9 CASQ1 CCN2 CYBB DAG1 DMD DTNA ELANE FGA FGB FGG FKBP1A GLI1 GP2 HSPA9 IL10 IL1A IL6 ITPR1 ITPR2 ITPR3 MCU MCUB MMP2 MMP9 MPO NFKB1 NFKBIA NOS2 NOX4 ORAI1 PLA2G2A PLA2G4A PLAU PPIF PRG3 PRKAA1 PRKAA2 RYR1 SARAF SCX SERPINE1 SGCA SIGMAR1 SLC25A5 SLN SMAD2 SMAD3 SMAD4 SNTB1 SPP1 SSPN STIM1 TGFB1 TGFBR1 TGFBR2 TNF TNNI1 TOMM20 TRDN TRPC1 TRPC3 TRPC6 VDAC1 WP_AFLATOXIN_B1_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AFLATOXIN_B1_METABOLISM AKR7A2 AKR7A3 CYP1A2 CYP2A13 CYP3A4 EPHX1 GSTM1 WP_AGERAGE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AGERAGE_PATHWAY AGER AKT1 ALPL ATF2 CASP3 CASP8 CASP9 CDC42 CHUK CYCS DDOST DIAPH1 EGFR EZR FOXO1 FOXO4 HIF1A IKBKB INHBB INS INSR IRAK4 IRS1 JAK2 JUN LGALS3 MAP2K1 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP13 MMP14 MMP2 MMP7 MMP9 MSN MSR1 MYD88 NCF1 NFKB1 NFKBIA NOS2 NOS3 PLA2G4A PRKCA PRKCB PRKCD PRKCZ RAC1 RAF1 RELA RHOA ROCK1 SHC1 SMAD2 SMAD3 SOD1 SP1 SRC STAT1 STAT3 STAT5A STAT5B TIRAP WP_AIRWAY_SMOOTH_MUSCLE_CELL_CONTRACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AIRWAY_SMOOTH_MUSCLE_CELL_CONTRACTION ADRB2 CALM1 CD38 GDI1 GNAQ IL13 ITPR3 MYL1 MYLK PLCB1 PPP1CB PPP1R14A RHOA ROCK1 ROCK2 RYR1 WP_ALANINE_AND_ASPARTATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALANINE_AND_ASPARTATE_METABOLISM ABAT AGXT ASL ASPA ASS1 DARS1 GAD1 GAD2 GOT1 GOT2 GPT PC WP_ALLOGRAFT_REJECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALLOGRAFT_REJECTION ABCB1 AGTR1 BHMT2 C1QA C1QB C1QC C2 C3 C4A C4B C5 C6 C7 C8A C8B C9 CASP3 CASP7 CASP8 CASP9 CCL19 CCL21 CD28 CD40 CD40LG CD55 CD80 CD86 COL5A1 CSNK2A2 CTLA4 CXCL11 CXCL12 CXCL13 CXCL8 CXCL9 CXCR5 FAS FASLG FOXP3 GABPA GDNF GNLY GZMB HARS1 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-E HLA-F HLA-G IFNG IL10 IL12A IL12B IL13 IL17A IL1A IL1B IL2 IL21 IL22 IL2RA IL4 IL5 LRRK2 MICA PDGFRA PECR PRF1 PRKCZ STAT1 TGFB1 TNF TUBA1B VEGFA VIM WP_ALPHA_6_BETA_4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALPHA_6_BETA_4_SIGNALING AKT1 EIF4EBP1 GAB1 GRB2 HRAS IRS1 IRS2 ITGA6 ITGB4 LAMA1 LAMA2 LAMA3 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 MAPK1 MAPK14 MAPK3 MTOR PIK3R1 PIK3R2 PRKCA PRKCD PTK2 PTPN11 RAC1 RHOA SHC1 SOS1 SRC WP_ALSTROM_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALSTROM_SYNDROME ACTN4 ALMS1 ARMCX5-GPRASP2 BLOC1S1 BLOC1S4 BLOC1S6 CEP19 CEP192 CIMAP3 DNM3 DTNBP1 E2F4 GPR161 GPRASP2 IFT172 IFT25 IFT27 IFT74 IFT81 MYO5B NSFL1C PTCH1 RABL2A RFX1 RFX2 RFX3 RILPL1 SMO SNAPIN STX5 TFDP2 TUBG1 VCP VCPIP1 WP_ALTERED_GLYCOSYLATION_OF_MUC1_IN_TUMOR_MICROENVIRONMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALTERED_GLYCOSYLATION_OF_MUC1_IN_TUMOR_MICROENVIRONMENT CHUK IKBKB IKBKG IL6 MUC1 NFKB1 NFKBIA RELA TNF WP_ALTERNATIVE_PATHWAY_OF_FETAL_ANDROGEN_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALTERNATIVE_PATHWAY_OF_FETAL_ANDROGEN_SYNTHESIS AKR1C2 AKR1C4 CYB5A CYP11A1 CYP17A1 HSD17B3 HSD17B6 HSD3B2 POR SRD5A2 STAR WP_ALZHEIMERS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALZHEIMERS_DISEASE ADAM10 ADAM17 ADRM1 AGER AKT1 AKT2 AKT3 AMBRA1 APAF1 APBB1 APC APC2 APH1A APH1B APOE APP ARAF ATF4 ATF6 ATG101 ATG13 ATG14 ATG2A ATG2B ATP2A1 ATP2A2 ATP2A3 AXIN1 AXIN2 BACE1 BAD BECN1 BECN2 BID BRAF CACNA1C CACNA1D CACNA1F CACNA1S CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CAPN1 CAPN2 CASP3 CASP7 CASP8 CASP9 CDK5 CDK5R1 CHRNA7 CHUK CSF1 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTNNB1 CYBB CYCS DDIT3 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EIF2AK2 EIF2AK3 EIF2S1 ERN1 FADD FAS FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GAPDH GNAQ GPR83 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSK3B HRAS HSD17B10 IDE IKBKB IL1A IL1B IL6 INS INSR IRS1 IRS2 IRS4 ITPR1 ITPR2 ITPR3 KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 KRAS LPL LRP1 LRP5 LRP6 MAP2K1 MAP2K2 MAP2K7 MAP3K5 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MAPT MCU MME MTOR NAE1 NCSTN NFKB1 NOS1 NOS2 NOX1 NOX4 NRAS NRBF2 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R4 PLCB1 PLCB2 PLCB3 PLCB4 PPID PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PTGS2 RAF1 RB1CC1 RELA RTN3 RTN4 RYR3 SEM1 SFRP4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SNCA TNF TNFRSF1A TRAF2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 ULK1 ULK2 VDAC1 VDAC2 VDAC3 WIPI1 WIPI2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B XBP1 WP_ALZHEIMERS_DISEASE_AND_MIRNA_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ALZHEIMERS_DISEASE_AND_MIRNA_EFFECTS ADAM10 ADAM17 ADRM1 AGER AKT1 AKT2 AKT3 AMBRA1 APAF1 APBB1 APC APC2 APH1A APH1B APOE APP ARAF ATF4 ATF6 ATG101 ATG13 ATG14 ATG2A ATG2B ATP2A1 ATP2A2 ATP2A3 AXIN1 AXIN2 BACE1 BAD BECN1 BECN2 BID BRAF CACNA1C CACNA1D CACNA1F CACNA1S CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CAPN1 CAPN2 CASP3 CASP7 CASP8 CASP9 CDK5 CDK5R1 CHRNA7 CHUK CSF1 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTNNB1 CYBB CYCS DDIT3 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EIF2AK2 EIF2AK3 EIF2S1 ERN1 FADD FAS FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GAPDH GNAQ GPR83 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GSK3B HRAS HSD17B10 IDE IKBKB IL1A IL1B IL6 INS INSR IRS1 IRS2 IRS4 ITPR1 ITPR2 ITPR3 KIF5A KIF5B KIF5C KLC1 KLC2 KLC3 KLC4 KRAS LPL LRP1 LRP5 LRP6 MAP2K1 MAP2K2 MAP2K7 MAP3K5 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MAPT MCU MIR101-1 MIR10A MIR124-1 MIR124-2 MIR124-3 MIR125A MIR125B1 MIR127 MIR1285-2 MIR129-1 MIR129-2 MIR1307 MIR132 MIR134 MIR135A1 MIR135A2 MIR136 MIR138-1 MIR138-2 MIR139 MIR181A1 MIR181A2 MIR181B1 MIR181B2 MIR181D MIR182 MIR184 MIR199B MIR21 MIR218-1 MIR218-2 MIR219A2 MIR29A MIR29B1 MIR29C MIR30C2 MIR3176 MIR3200 MIR323A MIR326 MIR329-1 MIR329-2 MIR33B MIR34B MIR34C MIR375 MIR377 MIR381 MIR410 MIR431 MIR433 MIR488 MIR495 MIR598 MIR671 MIR708 MIR760 MIR769 MIR873 MIR874 MIR887 MIR9-1 MIR9-2 MIR9-3 MIR95 MME MTOR NAE1 NCSTN NFKB1 NOS1 NOS2 NOX1 NOX4 NRAS NRBF2 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIK3R4 PLCB1 PLCB2 PLCB3 PLCB4 PPID PPIF PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PSEN1 PSEN2 PSENEN PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMA8 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PTGS2 RAF1 RB1CC1 RELA RTN3 RTN4 RYR3 SEM1 SFRP4 SLC25A31 SLC25A4 SLC25A5 SLC25A6 SNCA TNF TNFRSF1A TRAF2 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 ULK1 ULK2 VDAC1 VDAC2 VDAC3 WIPI1 WIPI2 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B XBP1 WP_AMINO_ACID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMINO_ACID_METABOLISM ACAA1 ACADM ACLY ACO2 ACSS1 ADH1C ADH4 ADH5 ADH7 ALDH18A1 ALDH1A1 ALDH7A1 AOC3 ARG1 ARG2 ASNS ASS1 AUH BCAT1 BHMT CAD CBS CPS1 CS CTH DBH DDC DLD DLST EHHADH EPRS1 FAH FARSB FH FTCD G6PC2 GCLM GLS GLUD1 GLUL GOT1 GOT2 GPT2 GSR GSS HADH HAL HDC HIBADH HIBCH HMGCL HMGCS2 HNMT IARS1 IDH1 LARS2 LDHA MAOA MARS2 MCCC1 MDH1 MDH2 MMUT MPST OAT ODC1 OGDH OTC P4HA2 PC PCK1 PDHA1 PDHX PDK4 PKM PNMT PPM1L PYCR1 RARS1 SDHA SDS SMS SRM SUCLG1 TAT TDO2 TH TPH1 TPO VARS1 WARS1 WP_AMINO_ACID_METABOLISM_IN_TRIPLENEGATIVE_BREAST_CANCER_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMINO_ACID_METABOLISM_IN_TRIPLENEGATIVE_BREAST_CANCER_CELLS GLS PHGDH PSAT1 PSPH SLC1A5 SLC2A1 SLC7A11 WP_AMINO_ACID_METABOLISM_PATHWAY_EXCERPT_HISTIDINE_CATABOLISM_EXTENSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMINO_ACID_METABOLISM_PATHWAY_EXCERPT_HISTIDINE_CATABOLISM_EXTENSION AMDHD1 FTCD GLUD1 GPT2 HAL UROC1 WP_AMINO_ACID_TRANSPORT_DEFECTS_IEMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMINO_ACID_TRANSPORT_DEFECTS_IEMS CLTRN SLC1A1 SLC36A2 SLC3A1 SLC3A2 SLC6A19 SLC6A20 SLC7A7 SLC7A9 WP_AMPACTIVATED_PROTEIN_KINASE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMPACTIVATED_PROTEIN_KINASE_SIGNALING ACACA ACACB ADIPOQ ADIPOR1 ADIPOR2 ADRA1A ADRA1B AKT1 AKT2 CAB39 CAMKK1 CAMKK2 CCNA1 CCNA2 CCNB1 CDKN1A CPT1A CPT1B CPT1C CRTC2 EEF2 EEF2K EIF4EBP1 ELAVL1 FASN GYS1 GYS2 HMGCR HNF4A INS-IGF2 INSR LEP LEPR LIPE MTOR PFKFB3 PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PLCB1 PPARGC1B PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 RPS6KB1 RPS6KB2 RPTOR SLC2A4 SLC2A4RG SREBF1 STK11 STRADA STRADB TP53 TSC1 TSC2 WP_AMPLIFICATION_AND_EXPANSION_OF_ONCOGENIC_PATHWAYS_AS_METASTATIC_TRAITS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMPLIFICATION_AND_EXPANSION_OF_ONCOGENIC_PATHWAYS_AS_METASTATIC_TRAITS CXCR4 CYTIP EPAS1 JAG1 LEF1 NOTCH1 PIK3CG POSTN SRC TCF7 TCF7L1 TCF7L2 TNC VCAM1 VEGFA VHL WNT2 WP_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS ALS2 APAF1 BAD BAX BCL2 BCL2L1 BID CASP1 CASP3 CASP9 CAT CCS CST3 DAXX DERL1 GPX1 GRIA1 MAP2K2 MAP2K6 MAP3K5 MAPK14 NEFH NEFL NEFM NOS1 PPP3CA PPP3CB PPP3CC PRPH RAB5A RAC1 SLC1A2 SMIM40 SOD1 TNF TNFRSF1A TOMM40 TP53 WP_ANDROGEN_RECEPTOR_NETWORK_IN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANDROGEN_RECEPTOR_NETWORK_IN_PROSTATE_CANCER ABCC4 ACTL6A ACTL6B AKT1 AR ARID1A ARID1B ATF1 ATM ATR BAD BARD1 BAX BCL2 BLM BRCA1 CASP3 CASP8 CASP9 CCND1 CDC25A CDC25B CDK1 CDK2 CDK4 CHEK1 CHEK2 CPN1 CRK CRKL CYP17A1 DOCK1 E2F1 EIF4E1B EIF4EBP1 ELK1 ERG ETV4 F13B FKBP5 FOS FOXA1 GAB1 GRB2 HGF HRAS HSD17B1 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD3B1 HSD3B2 JAK1 JUN KLK2 KLK3 MAP2K1 MAP2K2 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK8 MDM2 MIR21 MMP1 MRE11 MSH2 MSH6 MTOR MYC NDRG1 NOXA1 PAK1 PIK3CA PLK1 PRKDC PTEN PTK2B PTPN11 PXN RAD50 RAF1 RAP1A RAP1B RAPGEF1 RASA1 RB1 RHEB RICTOR RPTOR SMAD2 SMAD3 SMARCA4 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SOS1 SP1 SPINK1 SPRY1 SPRY2 STAT1 STAT3 TP53 TSC1 TSC2 WP_ANDROGEN_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANDROGEN_RECEPTOR_SIGNALING AKT1 AR BAG1 BMF BRCA1 BUB1B-PAK6 CALR CARM1 CAV1 CCND1 CCNE1 CDC42 CDKN1A CREB1 CREBBP CTNNB1 DAXX DSTN EFCAB6 EGFR EP300 ETV5 FHL2 FKBP4 FLNA FOXO1 GSK3B HDAC1 JUN KAT2B KAT5 KAT7 KDM1A KLK3 LIMK2 MDM2 NCOA1 NCOA2 NCOA3 NCOA4 NCOR1 NCOR2 NR0B2 NR2C2 PAK6 PARK7 PATZ1 PIAS1 PIAS2 PIAS3 PIAS4 PIK3R1 PIK3R2 PLPP1 PRDX1 PSMC3IP PTEN PTK2 RAC1 RACK1 RAD9A RAN RB1 RELA RHOA RHOB RLN1 RNF14 RNF4 RNF6 ROCK1 ROCK2 RUNX2 SIN3A SIRT1 SMAD3 SMAD4 SMARCE1 SMIM40 SP1 SRC STAT3 STUB1 SUMO1 TGFB1I1 TGIF1 TLE5 UBE2I UBE3A ZMIZ1 ZNF318 WP_ANGIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANGIOGENESIS AKT1 ANGPT1 ARNT CREBBP FGF2 FGFR2 FLT1 HIF1A KDR MAPK1 MAPK14 MMP9 NOS3 PDGFB PDGFRA PIK3CA PLCG1 PTK2 SMAD1 SRC TEK TIMP2 TIMP3 VEGFA WP_ANGIOPOIETINLIKE_PROTEIN_8_REGULATORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANGIOPOIETINLIKE_PROTEIN_8_REGULATORY_PATHWAY ABCG5 ABCG8 AKT1 AKT2 ANGPTL8 CAP1 CBL CBLB CBLC CRK CYP2B6 CYP3A4 CYP7A1 DIO2 EIF4E EIF4EBP1 EXOC7 FASN FBP1 FLOT1 FLOT2 FOXO1 FOXO3 G6PC1 GSK3A GSK3B GYS1 HRAS INS INSR IRS1 IRS2 IRS4 LPL MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAP1 MINK1 MLST8 MLXIPL MTOR NR1H3 PCK1 PDPK1 PIK3C2A PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PTPN1 RAF1 RAPGEF1 RHEB RHOQ RICTOR RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR RXRA SCD SESN3 SHC1 SHC2 SHC3 SLC16A2 SLC2A1 SLC2A4 SLCO1C1 SOS1 SOS2 SREBF1 SREBF2 THRA THRB TRIP10 TSC1 TSC2 WP_ANGIOTENSIN_II_RECEPTOR_TYPE_1_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANGIOTENSIN_II_RECEPTOR_TYPE_1_PATHWAY ACE2 ACTA2 AGT AGTR1 CCN2 COL1A1 COL1A2 F12 HIF1A IL11 IL11RA IL6ST JUND MAP2K6 MAPK1 MAS1 NOX4 PDGFD PTPN11 RACK1 RAF1 RRAS SMAD3 SMAD4 SP1 TGFB1 TGFBR1 TGFBR2 WP_ANTIVIRAL_AND_ANTIINFLAMMATORY_EFFECTS_OF_NRF2_ON_SARSCOV2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ANTIVIRAL_AND_ANTIINFLAMMATORY_EFFECTS_OF_NRF2_ON_SARSCOV2_PATHWAY ACE2 CCL2 CHUK CXCL8 GCLC GCLM GSTA2 GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 HMOX1 IKBKB IKBKG IL12A IL1B IL6 IRF3 KEAP1 MMP1 MMP3 NFE2L2 NFKB1 NFKBIA NOX1 NQO1 PRKG2 RELA RXRA SLC7A11 TMPRSS2 TNF WP_APOE_AND_MIR146_IN_INFLAMMATION_AND_ATHEROSCLEROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOE_AND_MIR146_IN_INFLAMMATION_AND_ATHEROSCLEROSIS APOE IRAK1 MIR146A NFKB2 RELA SPI1 TLR2 TLR4 TRAF6 WP_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOPTOSIS ADAMTSL4-AS1 AKT1 APAF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BCL2L2 BID BIRC2 BIRC3 BIRC5 BNIP3L BOK CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CDKN2A CFLAR CHUK CRADD CYCS DFFA DFFB DIABLO FADD FAS FASLG GZMB HELLS HRK IGF1 IGF1R IGF2 IKBKB IKBKG IRF1 IRF2 IRF3 IRF4 IRF5 IRF6 IRF7 JUN LTA MAP2K4 MAP3K1 MAPK10 MCL1 MDM2 MIR29A MIR29B1 MIR29B2 MYC NFKB1 NFKBIA NFKBIB NFKBIE PIK3R1 PMAIP1 PRF1 RELA RIPK1 SCAF11 TNF TNFRSF10B TNFRSF1A TNFRSF1B TNFRSF21 TNFRSF25 TNFSF10 TP53 TP63 TP73 TRADD TRAF1 TRAF2 TRAF3 XIAP WP_APOPTOSISRELATED_NETWORK_DUE_TO_ALTERED_NOTCH3_IN_OVARIAN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOPTOSISRELATED_NETWORK_DUE_TO_ALTERED_NOTCH3_IN_OVARIAN_CANCER ABL1 AKT1 ANXA5 APOE APP AXIN1 BCL3 BEX3 BIRC5 CARD14 CASP7 CDKN1A CDKN1B CTNNA1 CUL1 CUL5 ERBB3 ERN1 ETS1 F2R GCLC HDAC1 HELLS HSPA5 HSPB1 HSPD1 IER3 IL7R JUND MAPK1 NET1 NFKB1 NQO1 NRG1 PAK2 PKN1 PTK2 PTK2B RIPK2 RNF7 RPS6KB1 SERBP1 SMAD7 SOCS3 SQSTM1 THBS1 TNF TNFRSF10B TNFRSF21 TRAF1 VAV3 VIM YBX3 WP_APOPTOSIS_MODULATION_AND_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOPTOSIS_MODULATION_AND_SIGNALING ADAMTSL4-AS1 AIFM1 AIFM2 APAF1 BAD BAG3 BAK1 BAX BBC3 BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L11 BCL2L2 BID BIK BIRC2 BIRC3 BIRC5 BIRC7 BLK BMF BNIP3 BOK CAPNS1 CASP1 CASP10 CASP2 CASP3 CASP4 CASP6 CASP7 CASP8 CASP9 CDKN2A CFLAR CRADD CYCS DAXX DFFA DFFB DIABLO ENDOG FADD FAS FASLG FOS HRK HSPA1A HTRA2 IKBKB IL1R1 IL1R2 IRAK1 JUN MADD MAP3K14 MAP3K5 MAPK3 MAPK8 MCL1 MIR29B1 MIR29B2 MYD88 NAIP NFKB1 NFKBIA PEA15 PIDD1 PMAIP1 PRKD1 PTPN13 PTRH2 RIPK1 SEPTIN4 SMIM40 TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF1A TNFRSF1B TNFRSF25 TNFRSF6B TNFSF10 TOLLIP TP53 TRADD TRAF3 TRAF6 XIAP WP_APOPTOSIS_MODULATION_BY_HSP70 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_APOPTOSIS_MODULATION_BY_HSP70 AIFM1 APAF1 BID CASP2 CASP3 CASP6 CASP7 CASP8 CASP9 CYCS FADD FAS FASLG HSPA1A MAP3K1 MAPK10 NFKB1 RIPK1 TNFRSF1A WP_ARACHIDONATE_EPOXYGENASE_EPOXIDE_HYDROLASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARACHIDONATE_EPOXYGENASE_EPOXIDE_HYDROLASE COX5A COX8A CYP2C8 CYP2C9 CYP2J2 EPHX2 GSTP1 WP_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY ACTB ACTG1 ACTN1 ACTN2 ACTN3 ACTN4 ATP2A2 CACNA1C CACNA1D CACNA1F CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CDH2 CTNNA1 CTNNA2 CTNNA3 CTNNB1 DAG1 DES DMD DSC2 DSG2 DSP EMD GJA1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JUP LAMA2 LEF1 LMNA PKP2 RYR2 SGCA SGCB SGCD SGCG SLC8A1 TCF7 TCF7L1 TCF7L2 WP_ARSENIC_METABOLISM_AND_REACTIVE_OXYGEN_SPECIES_GENERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARSENIC_METABOLISM_AND_REACTIVE_OXYGEN_SPECIES_GENERATION AS3MT ATP1A1 CAT COA3 GSTO1 MT-ND1 SDHA SOD1 SOD2 UQCRFS1 VDAC1 WP_ARYLAMINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARYLAMINE_METABOLISM CYP1A2 NAT2 SULT1A1 SULT1A2 UGT1A4 UGT1A9 WP_ARYL_HYDROCARBON_RECEPTOR_PATHWAY_WP2586 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARYL_HYDROCARBON_RECEPTOR_PATHWAY_WP2586 AHR AHRR AIP ARNT CCL1 CD36 CDC37 CDK2 CDKN1A CDKN1B CYP1A1 CYP1A2 CYP1B1 E2F1 EGFR EP300 ESR1 FGF21 GCLC HPGDS HRAS HSP90AA1 KLF6 KRAS LPL MAP2K1 MAPK1 MYC NCOA7 NCOR2 NF1 NFE2L2 NFKB1 NQO1 NRAS NRIP1 PLAGL1 PSRC1 PTGS2 RAF1 RB1 RELA RET SRC TNF VEGFA WP_ARYL_HYDROCARBON_RECEPTOR_PATHWAY_WP2873 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ARYL_HYDROCARBON_RECEPTOR_PATHWAY_WP2873 AHR AHRR AIP ALDH3A1 ARNT BAX CAP2 CDC37 CDKN1B CES3 CYP1A1 CYP1A2 CYP1B1 EGFR EP300 GSTA2 HES1 HSP90AA1 IFNG IGFBP1 IL12A IL12B IL17B IL1B IL2 JUN JUNB JUND MGST1 MYOF NCOA1 NFE2L2 NQO1 POLK PTGES3 SERPINB2 SLC7A5 SRC TGFB1 TNF UGT1A1 UGT1A4 UGT1A6 UGT1A7 UGT1A9 WP_ASPIRIN_AND_MIRNAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ASPIRIN_AND_MIRNAS ABCC4 H19 MIR1-1 MIR126 MIR155 MIR15B MIR26B MIR32 MIR675 MIR98 MVD NFKB1 NOS3 PDK1 PPARA PTGS1 PTGS2 VEGFA WNT1 WP_ATM_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ATM_SIGNALING ABL1 AP3B2 ATF2 ATM BID BRCA1 CASP2 CCNB1 CCNE1 CDC25A CDC25C CDK1 CDK2 CDKN1A CHEK1 CHEK2 CRADD CREB1 FANCD2 GADD45A H2AX IKBKG JUN MAPK9 MDC1 MDM2 MDM4 MRE11 NBN NFKBIA PIDD1 RAD50 RAD51 RAD9A RIPK1 SMC1A TLK1 TP53 TP53BP1 TP73 WP_ATM_SIGNALING_IN_DEVELOPMENT_AND_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ATM_SIGNALING_IN_DEVELOPMENT_AND_DISEASE ATF2 ATM ATMIN ATR AURKB BUB1 CDC25A CDK2 CDK5 CEP63 CHEK1 CHEK2 DCLRE1C G6PD HDAC4 HMGN1 HSPB1 IKBKG KAT5 LMNB2 MAPK11 MAPK12 MAPK13 MAPK14 MDC1 MRE11 MTOR NBN NFKB1 NHEJ1 PPM1D PPP2CA PPP5C PRKDC RAD50 RBBP8 RIF1 RNF168 RNF20 RNF40 RNF8 SMC1A STK11 TP53 TP53BP1 TRIM28 TSC2 WP_ATR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ATR_SIGNALING ATR ATRIP CHEK1 HUS1 RAD1 RAD9A RAD9B RPA1 RPA2 RPA3 TOPBP1 WP_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AUTOPHAGY AKT1S1 AMBRA1 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG3 ATG5 ATG7 ATG9A BECN1 DEPTOR MAP1LC3B MLST8 MTOR PIK3C3 PIK3R4 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RB1CC1 RPTOR ULK1 UVRAG WIPI2 WP_AUTOPHAGY_IN_PANCREATIC_DUCTAL_ADENOCARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AUTOPHAGY_IN_PANCREATIC_DUCTAL_ADENOCARCINOMA AGER ATG7 BECN1 HMGB1 IPO8 KRAS MAP1LC3B MDM2 MITF NFE2L2 NFKB1 PINK1 PRKN SHOC2 SQSTM1 STAT3 TFE3 TFEB TP53 VMP1 WP_AUTOSOMAL_RECESSIVE_OSTEOPETROSIS_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AUTOSOMAL_RECESSIVE_OSTEOPETROSIS_PATHWAYS CLCN7 IKBKB NFKB1 OSTM1 PLEKHM1 RAB7A SNX10 TCIRG1 TNFRSF11A TNFSF11 TRAF6 WP_AXON_GUIDANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_AXON_GUIDANCE ABL1 ABLIM3 ARHGEF12 BMPR1B BMPR2 BOC CDC42 CDK5 CFL1 CXCL12 CXCR4 DCC DPYSL2 DPYSL5 EFNA1 EFNB1 ENAH EPHA2 EPHB1 FES FYN FZD3 GDF7 GNAI1 GSK3B HRAS ILK ITGB1 L1CAM LRIG2 LRRC4C MAPK1 MET MYL12B NCK1 NGEF NRP1 NTN3 NTN4 NTNG2 PARD3 PARD6A PDPK1 PLXNA1 PRKCA PRKCZ PTCH1 RAC1 RAF1 RASA1 RGMA RHOD ROBO1 ROBO2 ROBO3 ROCK1 RRAS RYK SEMA3A SEMA5B SEMA6C SEMA7A SHH SLIT1 SLIT2 SLIT3 SRC SRGAP2 TRPC1 UNC5D WNT4 WNT5A WP_BARDETBIEDL_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BARDETBIEDL_SYNDROME ARL13B ARL3 ARL6 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 BMAL1 CEP104 CEP164 CEP290 CEP41 CFAP410 CFAP418 CILK1 CLUAP1 CNGA1 CNGB1 CRX DCDC2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EFHC1 EFHC2 EVC EVC2 FLCN FUZ GLI2 GLI3 GPR161 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT74 IFT80 IFT81 INPP5E INVS IQCB1 KIF7 LCA5 LZTFL1 MAK MKKS MKS1 NEK1 NEK8 NPHP3 OCRL PCARE PDE6D PKD1 PKD1L1 PKD2 PKHD1 PTCH1 RAB23 RP2 SCAPER SCLT1 SDCCAG8 SMO SUFU TMEM107 TMEM216 TMEM67 TRAF3IP1 TRIM32 TTC21B TTC8 USP9X WDPCP WDR19 WDR35 ZIC2 WP_BASE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BASE_EXCISION_REPAIR APEX1 APEX2 FEN1 HMGB1 LIG1 LIG3 MBD4 MPG MUTYH NEIL2 NEIL3 NTHL1 OGG1 PARP1 PARP2 PCNA PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLL SMUG1 TDG UNG XRCC1 WP_BDNFTRKB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BDNFTRKB_SIGNALING ADCY1 AKT1 ARC BDNF BRAF CREB1 DLG4 EEF2K EIF4EBP1 GAB1 GAB2 GRB2 GRIN1 HOMER1 HRAS KRAS MAP2K1 MAPK1 MKNK1 MTOR NRAS NTRK2 PIK3CG PLCG1 RHEB RPS6KA1 RPS6KB1 SHC1 SOS1 TRPC3 TRPC6 TSC1 TSC2 WP_BENZENE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BENZENE_METABOLISM CYP2E1 DHDH EPHX1 GSTM1 MPO NQO1 WP_BENZOAPYRENE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BENZOAPYRENE_METABOLISM AKR1A1 AKR1C1 AKR1C2 AKR1C3 AKR1C4 CYP1A1 CYP1B1 CYP3A4 EPHX1 WP_BILE_ACID_SYNTHESIS_AND_ENTEROHEPATIC_CIRCULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BILE_ACID_SYNTHESIS_AND_ENTEROHEPATIC_CIRCULATION ABCB11 ABCG5 ABCG8 CYP7A1 FGF19 FGFR4 FXR1 LDLR MAPK1 MAPK3 SLC10A1 SLC10A2 WP_BIOGENIC_AMINE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOGENIC_AMINE_SYNTHESIS AANAT ACHE ASMT CHAT COMT DBH DDC GAD1 GAD2 HDC MAOA PAH PNMT TH TPH1 WP_BIOMARKERS_FOR_PYRIMIDINE_METABOLISM_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOMARKERS_FOR_PYRIMIDINE_METABOLISM_DISORDERS CKB DHODH DPYD DPYS NT5C NT5C3A PUS1 RRM1 RRM2 RRM2B TK2 TYMP TYMS UMPS UPB1 WP_BIOMARKERS_FOR_UREA_CYCLE_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOMARKERS_FOR_UREA_CYCLE_DISORDERS ARG1 ASL ASS1 F10 F7 GAMT GATM GLS2 GOT1 GPT NAGS OTC WP_BIOSYNTHESIS_AND_REGENERATION_OF_TETRAHYDROBIOPTERIN_AND_CATABOLISM_OF_PHENYLALANINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOSYNTHESIS_AND_REGENERATION_OF_TETRAHYDROBIOPTERIN_AND_CATABOLISM_OF_PHENYLALANINE AANAT ASMT COMT DBH DHFR DNAJC12 GCH1 MAOA MAOB PAH PNMT PTS QDPR SPR TH WP_BIOSYNTHESIS_AND_TURNOVER_OF_1DEOXYSPHINGOID_BASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOSYNTHESIS_AND_TURNOVER_OF_1DEOXYSPHINGOID_BASES ASAH1 KDSR SGPP1 SGPP2 SPHK1 SPHK2 SPTLC1 SPTLC2 WP_BIOTIN_METABOLISM_INCLUDING_IMDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BIOTIN_METABOLISM_INCLUDING_IMDS ACACA ACACB BTD HLCS MCCC1 MCCC2 PC PCCA PCCB WP_BLADDER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BLADDER_CANCER ARAF BRAF CCND1 CDH1 CDK4 CDKN1A CDKN2A CXCL8 DAPK1 DAPK2 DAPK3 E2F1 EGF EGFR ERBB2 FGFR3 HBEGF HRAS KRAS MAP2K1 MAP2K2 MAPK1 MDM2 MMP1 MMP2 MMP9 MYC NRAS PIK3R1 PIK3R2 RAF1 RASSF1 RB1 RPS6KA5 SRC THBS1 TP53 TYMP UPK3A VEGFA WP_BLOOD_CLOTTING_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BLOOD_CLOTTING_CASCADE F10 F11 F12 F13B F2 F3 F5 F7 F8 F9 FGA FGB FGG KLK1 KLKB1 PLAT PLAU PLG SERPINB2 SERPINE1 SERPINF2 VWF WP_BMP2WNT4FOXO1_PATHWAY_IN_PRIMARY_ENDOMETRIAL_STROMAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BMP2WNT4FOXO1_PATHWAY_IN_PRIMARY_ENDOMETRIAL_STROMAL_CELL_DIFFERENTIATION BCL2L11 BMP2 CTNNB1 DCN DKK1 FOXO1 LEFTY2 SFRP1 SMAD1 SMAD5 SMAD9 SST WNT4 WP_BMP_SIGNALING_IN_EYELID_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BMP_SIGNALING_IN_EYELID_DEVELOPMENT BMP4 DKK2 EGFR FGF10 FGFR2 FOXC1 FOXC2 INHBB JUN MAP3K1 MAPK3 MAPK9 NOTCH1 PITX2 SFRP1 SHH SMAD1 SMAD4 SMAD5 TGFA WP_BONE_MORPHOGENIC_PROTEIN_SIGNALING_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BONE_MORPHOGENIC_PROTEIN_SIGNALING_AND_REGULATION BMP2 BMPR1A BMPR1B BMPR2 NOG RUNX2 SMAD1 SMAD4 SMAD6 SMURF1 TOB1 TOB2 WP_BRAINDERIVED_NEUROTROPHIC_FACTOR_BDNF_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BRAINDERIVED_NEUROTROPHIC_FACTOR_BDNF_SIGNALING ACACB ADAM17 AKT1 ALPL APC BAD BCL2L11 BDNF BMP2 CAMK1 CAMK2A CAMK4 CASP3 CDC42 CDH2 CDK5 CDK5R1 CDKL5 CFL1 CHUK CNR1 CREB1 CRTC1 CSNK2A1 CTNNB1 CYFIP1 DLG1 DOCK3 DOK5 DPYSL2 EEF2 EGR1 EGR2 EIF2S1 EIF2S2 EIF4E EIF4EBP1 ELK1 FOS FOXO3 FRS2 FRS3 FYN GABRB3 GRB2 GRIA1 GRIA2 GRIA3 GRIN1 GRIN2B GRIP1 GSK3B HRAS IGF2BP1 IKBKB IKBKG IRS1 IRS2 JAK2 JUN KCNA3 KCNN2 KIDINS220 KSR1 LINGO1 MAP2K1 MAP2K2 MAP2K5 MAP3K1 MAP3K2 MAPK1 MAPK10 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPT MARCKS MEF2A MEF2C MTOR NCAM1 NCF1 NCF2 NCK1 NCK2 NFATC4 NFKB1 NFKBIA NGF NGFR NSF NTF3 NTRK1 NTRK2 NTRK3 PDPK1 PIK3R1 PIK3R2 PLCG1 PPP2CA PRKAA1 PRKAA2 PRKCD PTK2B PTPN11 PTPRF RAB3A RAC1 RACK1 RAF1 RANBP9 RAP1A RASGRF1 RELA RHOG RPS6 RPS6KA1 RPS6KA3 RPS6KA5 RPS6KB1 SH2B1 SH2B2 SHC1 SHC2 SHC3 SHC4 SIRPA SORT1 SPP1 SQSTM1 SRC STAT1 STAT3 STAT5A STAT5B SYN1 TIAM1 TRAF6 TSC2 VAV2 VAV3 YBX1 WP_BREAST_CANCER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BREAST_CANCER_PATHWAY AKT1 AKT2 AKT3 APC APC2 ARAF ATM ATR AXIN1 AXIN2 BAK1 BAX BRAF BRCA1 BRCA2 CCND1 CDK4 CDK6 CDKN1A CETN3 CSNK1A1 CSNK1A1L CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTNNB1 DDB2 DLL1 DLL3 DLL4 DVL1 DVL2 DVL3 E2F1 E2F2 E2F3 EGF EGFR ERBB2 ESR1 ESR2 FGF1 FGF10 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FLT4 FOS FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GADD45A GADD45B GADD45G GRB2 GSK3B HES1 HES5 HEY1 HEY2 HEYL HRAS IGF1 IGF1R JAG2 JUN KIT KRAS LEF1 LRP5 LRP6 MAP2K1 MAP2K2 MAPK1 MAPK3 MRE11 MTOR MYC NBN NCOA1 NCOA3 NFKB2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NRAS PARP1 PGR PIK3CA PIK3CD PIK3R1 PIK3R2 PIK3R3 POLK PTEN RAD50 RAD51 RAF1 RB1 RPS6KB1 RPS6KB2 SFRP4 SHC1 SHC2 SHC3 SHC4 SKP1 SOS1 SOS2 SP1 TCF7 TCF7L1 TCF7L2 TNFSF11 TP53 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_BURN_WOUND_HEALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_BURN_WOUND_HEALING ACHE ACTA1 ADAM12 AKT1 AMBP BAX BCL2 BRD4 CASP3 CCL2 CD248 CD3E CDK16 CHRNA7 CNN2 COL1A1 COL1A2 CXCL1 CXCL12 CXCL14 CXCL8 CXCR2 CXCR4 DCN EGF ELN F13A1 FBN1 FGFR1 FGFR2 FGFR3 FGFR4 FLG FN1 FOXE1 FST GAS5 HEXD HGF HMGB1 HOTAIR HULC ICAM1 IFNA2 IFNB1 IL15 IL1A IL1B IL6 INHBA KDR KLF4 KRT222 KRT6A LGALS1 LIN28A LY96 MIAT MIR126 MIR145 MIR29A MIR29B1 MIR4485 MIR663B MMP1 MMP13 MMP2 MMP28 MMP3 MMP9 MYD88 NFKB1 NFKBIA NFKBIZ NOD1 NOD2 NOX4 PDGFRB PECAM1 PFN1 S100A11 S100A6 S100A9 SCEL SERPINH1 SFRP2 SLURP1 SMAD3 SNAI2 SNHG20 SPARC TAGLN TGFB2 TGFB3 TIMP1 TIMP2 TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TNC TNF TNFAIP3 TP53 TPT1 VEGFA VIM XIST WP_B_CELL_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_B_CELL_RECEPTOR_SIGNALING AKT1 ATF2 BCL10 BCL6 BLK BLNK BRAF BTK CAMK2A CARD11 CBL CD19 CD22 CD79A CD79B CD81 CDC42 CHUK CR2 CREB1 CRK CRKL DAPP1 E2F3 ELK1 ETS1 FOXO1 FYN GAB1 GAB2 GRB2 GSK3A GSK3B GTF2I HCLS1 HRAS IKBKB IKBKG ILF2 INPP5D IRF4 JUN KLF11 LAT2 LCK LYN MALT1 MAP2K1 MAP2K2 MAP2K6 MAP3K7 MAP4K1 MAPK1 MAPK14 MAPK4 MAPK8 MAPK9 MAX MEF2C MEF2D MYC NCK1 NFATC2 NFATC3 NFKB1 NFKBIA PDPK1 PIK3AP1 PIK3CG PIK3R1 PIK3R2 PIP5K1A PIP5K1B PIP5K1C PLCG1 PLCG2 PRKCB PRKCD PTPN11 PTPN18 PTPN6 PTPRC RAC1 RAC2 RAF1 RAPGEF1 RASGRP3 REL RELA RPS6KA1 SH3BP2 SHC1 SOS1 SYK TEC VAV1 VAV2 WP_CALCIUM_MEDIATED_TCELL_APOPTOSIS_INVOLVED_IN_INCLUSION_BODY_MYOSITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CALCIUM_MEDIATED_TCELL_APOPTOSIS_INVOLVED_IN_INCLUSION_BODY_MYOSITIS ATP2A1 CABIN1 CALM1 CAPN2 CD4 CD8A CD8B EP300 HDAC1 HDAC2 ITPRIP LCK MEF2D NFATC2 NR4A1 PLCG1 PPP3CA PPP3CB PPP3CC ZAP70 WP_CALCIUM_REGULATION_IN_CARDIAC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CALCIUM_REGULATION_IN_CARDIAC_CELLS ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRA1A ADRA1B ADRA1D ADRB1 ADRB2 ADRB3 ANXA6 ARRB1 ARRB2 ATP1A4 ATP1B1 ATP1B2 ATP1B3 ATP2A2 ATP2A3 ATP2B1 ATP2B2 ATP2B3 CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1S CACNB1 CACNB3 CALM1 CALM2 CALM3 CALR CAMK1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CASQ1 CASQ2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 FKBP1A FXYD2 GJA1 GJA3 GJA4 GJA5 GJA8 GJA9 GJB1 GJB2 GJB3 GJB4 GJB5 GJB6 GJC1 GJC2 GJD2 GNA11 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNAZ GNB1 GNB2 GNB3 GNB4 GNB5 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GRK4 GRK5 GRK6 ITPR1 ITPR2 ITPR3 KCNB1 KCNJ3 KCNJ5 ORAI1 PKIA PKIB PKIG PLCB3 PLN PRKACA PRKACB PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PRKD1 RGS1 RGS10 RGS11 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS9 RYR1 RYR2 RYR3 SFN SLC8A1 SLC8A3 STIM2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ WP_CALORIC_RESTRICTION_AND_AGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CALORIC_RESTRICTION_AND_AGING AKT1 IGF1 MTOR NAMPT PPARGC1A PRKAB2 SIRT1 TP53 WP_CAMKK2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CAMKK2_PATHWAY ARHGEF7 CALM1 CAMK1 CAMK4 CAMKK2 CHRM3 CREB1 DNM1L EP300 FIS1 GIT1 HDAC4 HMOX1 ICAM1 MAF MAP1LC3A MAPK1 MAPK3 MTOR NFATC2 NFE2L2 NOS1 RAC1 RAF1 RELA RPTOR SIRT1 SMC1A SQSTM1 STIM1 TSC1 VCAM1 WFS1 WP_CANCER_IMMUNOTHERAPY_BY_CTLA4_BLOCKADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANCER_IMMUNOTHERAPY_BY_CTLA4_BLOCKADE CD28 CD80 CD86 CTLA4 HLA-DRB1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PPP2CA PTPN11 PTPN6 WP_CANCER_IMMUNOTHERAPY_BY_PD1_BLOCKADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANCER_IMMUNOTHERAPY_BY_PD1_BLOCKADE BATF CD274 CD3D CD3E CD3G CD8A CD8B HLA-A HLA-DRB1 IFNG JUN LCK NFAT5 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 PDCD1 PDCD1LG2 PTPN11 STAT3 ZAP70 WP_CANCER_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANCER_PATHWAYS ABL1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AGT AGTR1 AKT1 AKT2 AKT3 ALK APAF1 APC APC2 APPL1 AR ARAF ARHGEF1 ARHGEF11 ARHGEF12 ARNT ARNT2 AXIN1 AXIN2 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BCL2L11 BCR BDKRB1 BDKRB2 BID BIRC2 BIRC3 BIRC5 BIRC7 BMP2 BMP4 BRAF BRCA2 CALML3 CALML4 CALML5 CALML6 CAMK2A CAMK2B CAMK2D CAMK2G CASP3 CASP7 CASP8 CASP9 CBL CCDC42 CCDC6 CCNA1 CCNA2 CCND1 CCND2 CCND3 CCNE1 CCNE2 CDH1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CEBPA CHUK CKS1B COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 CREBBP CRK CRKL CSF1R CSF2RA CSF2RB CSF3R CTBP1 CTBP2 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CUL1 CUL2 CXCL12 CXCL8 CXCR4 CYCS DAPK1 DAPK2 DAPK3 DCC DDB2 DLL1 DLL3 DLL4 DVL1 DVL2 DVL3 E2F1 E2F2 E2F3 EDN1 EDNRA EDNRB EGF EGFR EGLN1 EGLN2 EGLN3 ELK1 ELOB ELOC EML4 EP300 EPAS1 EPO EPOR ERBB2 ESR1 ESR2 ETS1 F2 F2R F2RL3 FADD FAS FASLG FGF1 FGFR1 FGFR2 FGFR3 FGFR4 FH FLT3 FLT3LG FLT4 FN1 FOS FOXO1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GADD45A GADD45B GADD45G GLI1 GLI2 GLI3 GNA11 GNA12 GNA13 GNAI1 GNAI2 GNAI3 GNAQ GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GSK3B GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT2 GSTT2B HDAC1 HDAC2 HES1 HES5 HEY1 HEY2 HEYL HGF HHIP HIF1A HMOX1 HRAS HSP90AA1 HSP90AB1 HSP90B1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNG IFNGR1 IFNGR2 IGF1 IGF1R IGF2 IKBKB IKBKG IL12A IL12B IL12RB1 IL12RB2 IL13 IL13RA1 IL15 IL15RA IL2 IL23A IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R ITGA2 ITGA2B ITGA3 ITGA6 ITGAV ITGB1 JAG1 JAG2 JAK1 JAK2 JAK3 JUN JUP KEAP1 KIF7 KIT KITLG KLK3 KNG1 KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LEF1 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 LRP5 LRP6 MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MAX MDM2 MECOM MET MGST1 MGST2 MGST3 MITF MLH1 MMP1 MMP2 MMP3 MSH2 MSH3 MSH6 MST1 MTOR MYC NCOA1 NCOA3 NCOA4 NFE2L2 NFKB1 NFKB2 NFKBIA NKX3-1 NOS2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NQO1 NRAS NTRK1 PAX8 PDGFA PDGFB PDGFRA PDGFRB PGF PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIM1 PIM2 PLCB1 PLCB2 PLCB3 PLCB4 PLCG1 PLCG2 PLD1 PLD2 PLEKHG5 PMAIP1 PML POLK PPARD PPARG PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PTCH1 PTCH2 PTEN PTGER1 PTGER2 PTGER3 PTGER4 PTGS2 PTK2 RAC1 RAC2 RAC3 RAD51 RAF1 RALA RALB RALBP1 RALGDS RARA RARB RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASSF1 RASSF5 RB1 RBX1 RELA RET RHOA ROCK1 ROCK2 RPS6KA5 RPS6KB1 RPS6KB2 RUNX1 RUNX1T1 RXRA RXRB RXRG SHH SKP1 SKP2 SLC2A1 SMAD2 SMAD3 SMAD4 SMO SOS1 SOS2 SP1 SPI1 STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 SUFU TCF7 TCF7L1 TCF7L2 TERT TFG TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 TPM3 TPR TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 TXNRD1 TXNRD2 TXNRD3 VEGFA VEGFB VEGFC VEGFD VHL WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B XIAP ZBTB16 ZBTB17 WP_CANNABINOID_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANNABINOID_RECEPTOR_SIGNALING ADCY1 ADCY7 ADORA2A AHR CNR1 CNR2 CYP1A1 CYP2C19 CYP2C9 CYP3A4 DAGLA DAGLB FAAH MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 NAPEPLD PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2B WP_CANONICAL_AND_NONCANONICAL_NOTCH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANONICAL_AND_NONCANONICAL_NOTCH_SIGNALING ADAM10 CHUK CNTN6 DLK1 DLK2 DLL1 DLL3 DLL4 DNER HES1 HEY1 JAG1 JAG2 LEF1 MAML1 MAML2 MAML3 MFAP1 MFAP2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 PSEN1 PSEN2 RBPJ RRAS WP_CANONICAL_AND_NONCANONICAL_TGFB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANONICAL_AND_NONCANONICAL_TGFB_SIGNALING BMP1 BMPR1A BMPR2 GREM1 LOX LOXL1 LOXL2 LOXL4 MAPK14 MAPK8 MAPK9 SMAD2 SMAD3 SMAD4 TGFB1 TGFBR1 TGFBR2 WP_CANONICAL_NFKB_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CANONICAL_NFKB_PATHWAY CHUK IKBKB IKBKG NFKB1 NFKBIA NFKBIE REL RELA WP_CARDIAC_HYPERTROPHIC_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CARDIAC_HYPERTROPHIC_RESPONSE AKT1 AKT2 CALM1 CAMK2D CDK7 CDK9 CHUK EGF FGF2 FGFR2 GSK3B GUCA1A GUCA1ANB-GUCA1A HDAC4 HDAC5 HDAC7 HDAC9 IGF1 IKBKB IKBKE IKBKG MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K7 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK7 MAPK8 MEF2A MTOR NFATC2 NFKB1 NPPA NRG1 PDPK1 PLA2G2A PPP3CA PRKCA PRKD1 PRKG1 RAC1 RAF1 TGFB1 TGFBR1 TNF TNFRSF1A WP_CARDIAC_PROGENITOR_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CARDIAC_PROGENITOR_DIFFERENTIATION ACTC1 ANPEP BMP1 BMP4 CXCR4 DKK1 FGF2 FOXA2 GATA4 GSK3B IGF1 IGF2 INHBA INS IRX4 ISL1 KDR KIT LIN28A LIN28B MAPK14 MEF2C MESP1 MESP2 MIXL1 MYH6 MYL2 MYLK3 NANOG NCAM1 NKX2-5 NODAL NOG NOTCH1 NRG1 PAX6 PDGFRA POU5F1 ROR2 SCN5A SIRPA SOX1 SOX17 SOX2 TBX20 TBX5 TBXT TGFB1 THY1 TNNI3 TNNT2 WNT3A ZFP42 WP_CARDIOMYOCYTE_SIGNALING_CONVERGING_ON_TITIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CARDIOMYOCYTE_SIGNALING_CONVERGING_ON_TITIN ADRB1 ADRB2 ANKRD1 ANKRD2 ANKRD23 CAMK2A CRYAB CSRP3 FHL1 FHL2 GUCD1 GUCY1B1 MAP2K1 MAP2K2 MAPK1 MDM2 MYPN NBR1 NPR1 NUP62 PLCZ1 PRKACA PRKACB PRKACG PRKAR1A PRKCA PRKG2 RAF1 SRF TCAP TRIM55 TRIM63 TTN WP_CATABOLISM_OF_SKELETAL_MUSCLE_IN_CACHEXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CATABOLISM_OF_SKELETAL_MUSCLE_IN_CACHEXIA ACVR2A AKT1 AKT1S1 CEBPB CHUK EP300 FBXO32 FOXO3 IGF1 IGF1R IKBKB IKBKG IL1A IL1B IL1R1 IL6 IL6R JAK1 MAP1LC3A MAPK11 MLST8 MSTN MTOR NFKB1 NFKB2 NFKBIA PDK1 REL RELA RELB RPTOR SMAD2 SMAD3 SMAD4 STAT3 TNF TNFRSF12A TNFRSF1A TNFSF12 TRIM63 WP_CATALYTIC_CYCLE_OF_MAMMALIAN_FLAVINCONTAINING_MONOOXYGENASES_FMOS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CATALYTIC_CYCLE_OF_MAMMALIAN_FLAVINCONTAINING_MONOOXYGENASES_FMOS FMO1 FMO2 FMO3 FMO4 FMO5 WP_CCL18_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CCL18_SIGNALING ACTA2 AK4 ATE1OSP ATF3 BCYRN1 CCR8 CD44 CDH1 CDH2 COL1A2 CSF2 ECI2-DT EP300 FN1 FZD4 GOLGA6L17P HIF1A HIPK1-AS1 HOTAIR KIF5B LDHA LINC00629 LINC00649 LINC00974 LINC01089 LINC01361 LINC02245 LINC02582 MIAT MIR21 MMP2 MMP9 MT-CO2 MTDH MTERF4 MYC NEFL POT1-AS1 PPM1K-DT PTEN PTK2B RAD51-AS1 SLC2A1 SNAI1 STAT1 TEAD4 TFAP2A TWIST1 VCAM1 VEGFC VIM ZEB2 WP_CELLS_AND_MOLECULES_INVOLVED_IN_LOCAL_ACUTE_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELLS_AND_MOLECULES_INVOLVED_IN_LOCAL_ACUTE_INFLAMMATORY_RESPONSE C3 C5 C6 C7 CXCL8 ICAM1 IL1A IL6 ITGA4 ITGAL ITGB1 ITGB2 KNG1 SELP SELPLG TNF VCAM1 WP_CELLTYPE_DEPENDENT_SELECTIVITY_OF_CCK2R_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELLTYPE_DEPENDENT_SELECTIVITY_OF_CCK2R_SIGNALING CCK CCKBR CD38 CNR1 DAGLA GNAI1 GNAQ ITPR1 PLCB1 RYR1 RYR2 RYR3 TRPC1 WP_CELLULAR_PROTEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELLULAR_PROTEOSTASIS PFDN1 PFDN2 PFDN4 PFDN5 PFDN6 VBP1 WP_CELL_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_CYCLE ABL1 ANAPC1 ANAPC10 ANAPC11 ANAPC13 ANAPC2 ANAPC4 ANAPC5 ANAPC7 ATM ATR BUB1 BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNH CDC14A CDC14B CDC16 CDC20 CDC23 CDC25A CDC25B CDC25C CDC27 CDC45 CDC6 CDC7 CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CHEK1 CHEK2 CUL1 DBF4 E2F1 E2F2 E2F3 E2F4 E2F5 EP300 ESPL1 FZR1 GADD45A GADD45B GADD45G GSK3B HDAC1 HDAC2 MAD1L1 MAD2L2 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 MYC ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA PKMYT1 PLK1 PRKDC PTTG1 PTTG2 RAD21 RB1 RBL1 RBL2 RBX1 SFN SKP1 SKP2 SMAD2 SMAD3 SMAD4 SMC1A SMC1B SMC3 STAG1 STAG2 TFDP1 TFDP2 TGFB1 TGFB2 TGFB3 TP53 TTK WEE1 WEE2 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ ZBTB17 WP_CELL_DIFFERENTIATION_EXPANDED_INDEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_DIFFERENTIATION_EXPANDED_INDEX BORCS8-MEF2B EZH2 HDAC5 ID2 KLF4 LEFTY1 LEFTY2 MEF2A MEF2B MEF2C MEF2D MIR1-1 MIR106A MIR128-1 MIR133A1 MIR133A2 MIR133B MIR143 MIR145 MIR146B MIR150 MIR16-1 MIR16-2 MIR17 MIR181A1 MIR181A2 MIR181B1 MIR181B2 MIR181C MIR181D MIR199A1 MIR199A2 MIR203A MIR206 MIR20A MIR214 MIR221 MIR222 MIR223 MIR26A1 MIR26A2 MIR302A MIR302C MIR302D MIR302E MIR3074 MIR3591 MIR486-1 MIR486-2 MIR9-1 MYOD1 PAX7 RUNX2 SOX2 SRF STAT3 TLX1 TLX2 TLX3 WP_CELL_DIFFERENTIATION_INDEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_DIFFERENTIATION_INDEX BORCS8-MEF2B HDAC5 LEFTY1 LEFTY2 MEF2A MEF2B MEF2C MEF2D MIR1-1 MIR128-1 MIR133A1 MIR133A2 MIR133B MIR145 MIR146B MIR150 MIR155 MIR16-1 MIR16-2 MIR17 MIR181A1 MIR181A2 MIR181B1 MIR181B2 MIR181C MIR181D MIR199A1 MIR199A2 MIR203A MIR206 MIR20A MIR214 MIR221 MIR222 MIR223 MIR26A1 MIR26A2 MIR302A MIR302C MIR302D MIR302E MIR3074 MIR3591 MIR9-1 MYOD1 SRF STAT3 TLX1 TLX2 TLX3 WP_CELL_INTERACTIONS_OF_THE_PANCREATIC_CANCER_MICROENVIRONMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_INTERACTIONS_OF_THE_PANCREATIC_CANCER_MICROENVIRONMENT BAG3 CCL2 CCL5 CCR2 CCR5 CD80 CD86 CSF1 CSF1R CSF2 CSF2RA CTLA4 CXCL10 CXCL12 CXCR3 CXCR4 FAS FASLG HLA-DRA HLA-DRB1 IFITM2 KDR LAG3 NRP1 TGFB1 VEGFA WP_CELL_LINEAGE_MAP_FOR_NEURONAL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CELL_LINEAGE_MAP_FOR_NEURONAL_DIFFERENTIATION ACHE ADRA2A ADRA2B ADRA2C ALDH1L1 AP2A1 AP2A2 AQP4 BMP4 BSN CACNG2 CASK CD24 CD34 CDH1 CDH2 CHAT CLDN11 CNP CSPG4 DCX DLG1 DLG2 DLG3 DLG4 DLL1 DPPA2 DPPA3 ERAS ERC1 ESRRB EVX1 FABP7 FBXO15 FEV FGF4 FOXA2 FOXD3 FUT4 GABBR1 GABBR2 GAD1 GAD2 GATA4 GATA6 GFAP GLRA1 GLRA2 GLRA3 GLRB GLS GLUL GPHN GRIN1 GRIN2B HES1 HES3 HES5 HNF4A HOMER1 HOMER2 HOMER3 HTR1A HTR5A ITGA6 ITGB1 KCNJ6 KLF4 KRT15 LEF1 LHX1 LIN7A LMX1B MAP2 MBP MIXL1 MOG MSX1 MSX2 NANOG NEFL NEFM NES NGFR NLGN1 NODAL NOTCH1 NR4A2 OLIG2 PAX3 PAX6 PCLO PECAM1 POU5F1 PPFIA1 RBFOX3 RIMBP2 RIMS2 ROBO1 S100B SHANK1 SHANK3 SLC17A6 SLC17A7 SLC18A3 SLC1A2 SLC1A3 SLC6A1 SLC6A2 SLC6A3 SLC6A4 SLC6A5 SLC6A9 SNAI1 SNAI2 SNAP25 SOX10 SOX17 SOX2 SOX9 SYP TBR1 TBXT TH TNC TPH1 TPM1 TUBB3 TWIST1 TWIST2 UNC13A ZFP42 WP_CEREBRAL_ORGANIC_ACIDURIAS_INCLUDING_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CEREBRAL_ORGANIC_ACIDURIAS_INCLUDING_DISEASES ACY1 ADHFE1 ALDH7A1 D2HGDH GCDH IDH2 L2HGDH MDH2 WP_CHEMOKINE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHEMOKINE_SIGNALING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKT1 AKT2 AKT3 ARRB1 ARRB2 BCAR1 BRAF CCL1 CCL11 CCL15 CCL17 CCL19 CCL20 CCL21 CCL22 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL4 CCL5 CCL7 CCR1 CCR10 CCR2 CCR3 CCR4 CCR6 CCR7 CCR8 CCR9 CDC42 CHUK CRK CRKL CSK CX3CL1 CX3CR1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL3 CXCL5 CXCL9 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 DOCK2 ELMO1 FGR FOXO3 GNAI1 GNAI2 GNAI3 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GRK1 GRK2 GRK4 GRK5 GRK6 GSK3B HCK HRAS IKBKB IKBKG ITK JAK2 JAK3 KRAS LYN MAP2K1 MAPK1 MAPK3 NCF1 NFKB1 NFKBIA NFKBIB NRAS PAK1 PARD3 PF4 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PLCB1 PLCB2 PLCB3 PLCB4 PPBP PREX1 PRKACB PRKACG PRKCB PRKCD PRKCZ PRKX PTK2 PTK2B PXN RAC1 RAC2 RAF1 RAP1A RAP1B RASGRP2 RELA ROCK1 ROCK2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 STAT1 STAT2 STAT3 STAT5B TIAM1 TIAM2 VAV1 VAV2 VAV3 WAS WASL XCL1 XCR1 WP_CHOLESTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTASIS ABCB11 ABCB4 ABCC2 ABCC3 ABCC4 ABCG5 ABCG8 ATP8B1 EPHX1 HMGCR LDLR NR1H4 NR1I3 RXRA SCARB1 SLC10A1 SLC22A1 SLCO1A2 TJP2 WP_CHOLESTEROL_BIOSYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_BIOSYNTHESIS_PATHWAY CYP51A1 DHCR7 FDFT1 FDPS HMGCR HMGCS1 IDI1 LSS MSMO1 MVD MVK NSDHL PMVK SC5D SQLE WP_CHOLESTEROL_BIOSYNTHESIS_PATHWAY_IN_HEPATOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_BIOSYNTHESIS_PATHWAY_IN_HEPATOCYTES ABCA1 ABCB11 ABCD3 ABCG1 ACAT2 ACBD3 ACOT1 ACOT2 ACOT8 ACSL1 ACSL3 AKR1C4 AKR1D1 AMACR BAAT CH25H CLIP3 CYB5R1 CYB5R2 CYB5R3 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP21A2 CYP27A1 CYP27B1 CYP2R1 CYP39A1 CYP3A4 CYP3A7 CYP46A1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 DHCR24 DHCR7 DHRS11 EBP ELOVL2 ELOVL3 ELOVL4 ELOVL5 ERG28 FADS2 FDFT1 FDPS FDX1 FDXR GGPS1 HINT2 HMGCR HMGCS1 HMGCS2 HNF1A HSD17B1 HSD17B10 HSD17B11 HSD17B12 HSD17B2 HSD17B3 HSD17B7 HSD17B8 HSD3B1 HSD3B2 HSD3B7 IDI1 IDI2 LBR LSS MSMO1 MVD MVK MYLIP NR1H2 NR1H3 NSDHL OSBP OSBPL1A OSBPL2 OSBPL3 OSBPL6 OSBPL7 OSBPL9 PBX1 PCSK9 PLPP6 PMVK PRKAA1 PRKAA2 PRLR RDH8 SC5D SCD SCP2 SCP2D1 SDR42E1 SDR42E2 SERINC1 SLC22A24 SLC27A2 SLC27A5 SRD5A1 SRD5A2 SREBF1 STAR TM7SF2 TSPO WP_CHOLESTEROL_BIOSYNTHESIS_WITH_SKELETAL_DYSPLASIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_BIOSYNTHESIS_WITH_SKELETAL_DYSPLASIAS CYP51A1 DHCR24 DHCR7 EBP LBR NSDHL SC5D WP_CHOLESTEROL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_METABOLISM ABCA1 ABCB11 ABCG5 ABCG8 ACAT2 ANGPTL3 ANGPTL8 APOA1 APOA2 APOA4 APOB APOC1 APOC2 APOC3 APOE APOH CD36 CETP CIDEB CYP27A1 CYP51A1 CYP7A1 DGAT1 DHCR24 DHCR7 EBP FABP2 FDFT1 FDPS HMGCR HMGCS1 HSD17B7 IDI1 LBR LCAT LDLR LDLRAP1 LIPA LIPC LIPG LPA LPL LRP1 LRPAP1 LSS MGAT1 MSMO1 MTTP MVD MVK MYLIP NPC1 NPC1L1 NPC2 NSDHL OSBPL5 PCSK9 PLTP PMVK SAR1B SC5D SCARB1 SLC27A4 SOAT1 SORT1 SQLE STAR STARD3 TM7SF2 TSPO VAPA VDAC1 WP_CHOLESTEROL_METABOLISM_WITH_BLOCH_AND_KANDUTSCHRUSSELL_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_METABOLISM_WITH_BLOCH_AND_KANDUTSCHRUSSELL_PATHWAYS ABCA1 ABCG1 ACAT2 ACOT2 ACSL1 ACSL3 ACSL4 CH25H CYP27A1 CYP46A1 CYP51A1 DHCR24 DHCR7 EBP ELOVL2 ELOVL3 ELOVL4 ELOVL5 FADS1 FADS2 FASN FDFT1 FDPS GGPS1 HMGCR HMGCS1 HMGCS2 HSD17B7 IDI1 LBR LSS MSMO1 MVD MVK MYLIP NR1H2 NR1H3 NSDHL PMVK SC5D SCD SOAT1 SOAT2 SQLE SREBF1 SREBF2 TM7SF2 WP_CHOLESTEROL_SYNTHESIS_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHOLESTEROL_SYNTHESIS_DISORDERS CYP51A1 DHCR24 DHCR7 EBP FDFT1 FDPS HMGCR HMGCS1 HSD3B2 IDI1 LBR LSS MSMO1 MVD MVK PMVK SC5D SQLE WP_CHROMOSOMAL_AND_MICROSATELLITE_INSTABILITY_IN_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHROMOSOMAL_AND_MICROSATELLITE_INSTABILITY_IN_COLORECTAL_CANCER AKT1 AKT2 AKT3 APC APC2 APPL1 ARAF AXIN1 AXIN2 BAD BAK1 BAX BBC3 BCL2 BCL2L11 BIRC5 BRAF CASP3 CASP9 CCND1 CDKN1A CSNK1A1 CSNK1A1L CTNNB1 CYCS DCC DDB2 EXOC2 FOS GADD45A GADD45B GADD45G GSK3B JUN KRAS LEF1 MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MLH1 MSH2 MSH3 MSH6 MYC NTN1 PMAIP1 POLK PTGS2 RAC1 RAC2 RAC3 RAF1 RALA RALB RALGDS REL RHOA SMAD2 SMAD3 SMAD4 TBK1 TCF7 TCF7L1 TCF7L2 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TP53 WP_CHRONIC_HYPERGLYCEMIA_IMPAIRMENT_OF_NEURON_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CHRONIC_HYPERGLYCEMIA_IMPAIRMENT_OF_NEURON_FUNCTION AGER BDNF C3 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 NOS2 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD3 SCN10A SCN8A SCN9A SLC2A1 SLC2A3 SNAP25 SORD TKTL1 TRPA1 TRPV1 WP_CILIARY_LANDSCAPE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CILIARY_LANDSCAPE AAR2 ACSL3 AFG3L2 AGPAT2 AIMP1 ANKS3 ANKS6 APC APMAP ARFGAP3 ARHGDIA ARL8B ARMC8 BBIP1 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 CALM1 CAMK2A CBS CCDC40 CD2BP2 CDH23 CDR2 CEP170 CEP170P1 CEP290 CEP97 CLUAP1 CNOT1 CNOT10 CNOT6L CNOT9 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS7B COPS8 COX6C CREBBP CTBP2 CTNNB1 CTSA DCAF11 DCAF7 DDX5 DGKE DNPEP DOCK5 DVL3 DYNC1H1 DYNC1I2 DYNC1LI1 DYNC2I1 DYNC2I2 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2B DYNLT3 ECHS1 EFHC2 EFTUD2 EHBP1 EHD3 EIF5B EIPR1 ERF EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC6B EXOC7 EXOC8 EXOSC2 EXOSC4 EXOSC7 EXOSC9 FUZ GDI1 GID4 GID8 GLA GLB1 H3-3A HDAC1 HDAC2 HTRA2 IFT122 IFT140 IFT172 IFT20 IFT22 IFT25 IFT27 IFT43 IFT46 IFT52 IFT56 IFT57 IFT70A IFT70B IFT74 IFT80 IFT81 IFT88 INTU IQCB1 IQGAP1 IQGAP2 IQGAP3 LCA5 LCN2 LRPPRC LSM4 LZTFL1 MAEA MAPRE2 MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MCM8 MCM9 MFAP1 MKLN1 MKS1 MSH2 MYL6 MYL6B NDUFA5 NDUFA9 NEFL NEFM NEK7 NEK8 NFKB1 NINL NME8 NUDC NUP133 NUP88 PAFAH1B1 PGRMC2 POM121 PSMC4 PSMC6 PSMD12 PSMD13 PSMD7 PSMD8 RAB14 RAB21 RAB2A RAB3IL1 RAB8A RABEP2 RAC1 RALB RANBP10 RANBP9 RB1 RBM14 RHBDD2 RMND5A RMND5B RNGTT RPGR SMC4 SNAP29 SNRPB2 SPATA7 SSNA1 STOM TBC1D4 TFAP2A TFAP2B TFAP2C TFAP2D TFAP2E TIPRL TMED1 TNKS1BP1 TRAF3IP1 TTC8 UBE2D2 UBE2H UQCC1 USH1C VAPB VIM VPS4A WDR26 WEE1 WHRN WNK1 XPNPEP3 YAP1 YPEL5 ZMYND19 ZYG11B WP_CILIOPATHIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CILIOPATHIES ADCY6 AHI1 AK7 ALMS1 ANKS3 ANKS6 ARL13B ARL2BP ARL3 ARL6 ATXN10 B9D1 B9D2 BBIP1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CC2D2A CCDC103 CCDC28B CCDC39 CCDC40 CCDC65 CCNO CCNQ CENPF CEP104 CEP120 CEP164 CEP19 CEP290 CEP41 CEP78 CEP83 CFAP298 CFAP410 CFAP418 CFAP52 CFAP53 CILK1 CLUAP1 CNGA1 CNGB1 CPLANE1 CRX CSPP1 DCDC2 DDX59 DNAAF1 DNAAF11 DNAAF2 DNAAF3 DNAAF4 DNAAF5 DNAAF6 DNAH11 DNAH6 DNAI1 DNAI2 DNAJB13 DNAL1 DRC1 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLT2B EFHC1 EVC EVC2 FAM161A FLCN GALNT11 GAS8 GLI2 GLI3 GLIS2 GPR161 HYDIN HYLS1 IFT122 IFT140 IFT172 IFT27 IFT43 IFT52 IFT57 IFT80 IFT81 INPP5E INTU INVS IQCB1 KATNIP KIAA0586 KIAA0753 KIF7 KIZ LCA5 LZTFL1 MAK MCIDAS MKKS MKS1 NEK1 NEK2 NEK8 NEK9 NME7 NME9 NPHP1 NPHP3 NPHP4 OCRL ODAD1 ODAD2 ODAD3 ODAD4 OFD1 PCARE PDE6D PIBF1 PIK3R4 PKD1 PKD1L1 PKD2 PKHD1 PLK4 POC1A POC1B POMGNT1 RAB23 RAB28 RP1 RP1L1 RP2 RPGRIP1 RPGRIP1L RSPH1 RSPH3 RSPH4A RSPH9 SCLT1 SDCCAG8 SMO SPAG1 SPATA7 SUFU TAPT1 TBC1D32 TCTN1 TCTN2 TCTN3 TMEM107 TMEM138 TMEM17 TMEM216 TMEM231 TMEM237 TMEM67 TOPORS TRAF3IP1 TRIM32 TTBK2 TTC21B TTC8 TTLL5 TUB TULP1 UNC119 USP9X WDPCP WDR19 WDR35 XPNPEP3 ZIC2 ZMYND10 ZNF423 WP_CIRCADIAN_RHYTHM_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CIRCADIAN_RHYTHM_GENES AANAT ADA ADCY1 ADIPOQ ADORA1 ADORA2A AGRP AHCY AHR ARNT ARNT2 ATF4 ATF5 ATOH7 AVP BHLHE40 BHLHE41 BMAL1 BMAL2 BTBD9 BTRC CARTPT CAVIN3 CCAR2 CDK4 CHRM1 CHRNB2 CIART CIPC CLDN4 CLOCK CPT1A CREB1 CREM CRH CRTC1 CRX CRY1 CRY2 CSNK1D CSNK1E CST3 CUL1 DBP DDC DDX5 DHX9 DRD1 DRD2 DRD3 DRD4 DYRK1A EGR1 EGR3 EP300 EZH2 F7 FAS FBXL3 FBXW11 GFPT1 GHRH GHRL GNA11 GNAQ GSK3B HCRTR1 HCRTR2 HDAC1 HDAC2 HDAC3 HEBP1 HNF1B HNRNPD HNRNPU HOMER1 HS3ST2 HTR7 ID2 ID3 ID4 IL6 JUN JUND KCND2 KCNH7 KCNMA1 KDM5A KLF10 KLF9 KMT2A LEP LGR4 MAGED1 MAGEL2 MAPK10 MAPK8 MAPK9 MC3R METTL3 MTA1 MTNR1A MTNR1B MTTP MYBBP1A NAGLU NAMPT NCOA2 NCOR1 NFIL3 NGFR NKX2-1 NLGN1 NMS NOCT NONO NOS2 NPAS2 NPS NPY2R NR1D1 NR1D2 NR1H3 NR2F6 NRIP1 NTRK1 NTRK3 OGT OPN3 OPN4 OPRL1 PASD1 PAX4 PER1 PER2 PER3 PHLPP1 PML PPARA PPARG PPARGC1A PPP1CA PPP1CB PPP1CC PRF1 PRKAA1 PRKAA2 PRKCG PRKDC PRKG2 PRMT5 PROK1 PROK2 PROKR1 PROKR2 PROX1 PSPC1 PTEN PTGDS RAI1 RBM4 RBM4B RELB ROCK2 RORA RORB RORC RPS27A SERPINE1 SETX SFPQ SFTPC SIK1 SIN3A SIRT1 SIX3 SKP1 SLC6A4 SLC9A3 SOX14 SREBF1 STAR SUV39H1 SUV39H2 TH THRAP3 TIMELESS TNFRSF11A TOP1 TOP2A TP53 TPH1 TPH2 TYMS UBA52 UBC UBE3A USP2 UTS2 UTS2R ZFHX3 WP_CLASSICAL_PATHWAY_OF_STEROIDOGENESIS_WITH_GLUCOCORTICOID_AND_MINERALOCORTICOID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CLASSICAL_PATHWAY_OF_STEROIDOGENESIS_WITH_GLUCOCORTICOID_AND_MINERALOCORTICOID_METABOLISM CYB5A CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP21A2 H6PD HSD11B1 HSD11B2 HSD17B3 HSD3B1 HSD3B2 POR SRD5A2 STAR WP_CLEAR_CELL_RENAL_CELL_CARCINOMA_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CLEAR_CELL_RENAL_CELL_CARCINOMA_PATHWAYS ACACA ACACB ACLY AKT1 AKT1S1 ALDOA ALDOB ALDOC ARNT BAP1 BHLHE41 CAMK1 CDH13 CEP290 CREBBP DEPTOR EFCAB3 EGFR ENO1 ENO2 ENO3 ENPP3 EP300 FASN FLT1 GAPDH GPI GRB10 HIF1A HK1 HK2 HK3 KCNJ2 KDM5C KDR KSR1 LDHA LDHB LDHC LDHD MDH1 ME1 MIR21 MLST8 MTOR PBRM1 PDGFB PDGFRA PDGFRB PFKL PFKM PFKP PGBD5 PGK1 PGK2 PGM1 PGM2 PHGDH PKLR PKM PLOD2 PSAT1 PSPH PTEN RAPGEF5 RHEB RPTOR SDS SDSL SETD2 SHMT1 SHMT2 SLC2A1 SQSTM1 SSPN STAT3 TGFB1 TGFB2 TGFB3 TOX2 TPI1 TSC1 TSC2 VEGFA VHL ZEB1 WP_CLOCKCONTROLLED_AUTOPHAGY_IN_BONE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CLOCKCONTROLLED_AUTOPHAGY_IN_BONE_METABOLISM AKT1 AMBRA1 ARHGAP4 ATG10 ATG101 ATG12 ATG13 ATG16L1 ATG3 ATG4C ATG5 ATG7 BCL2 BECN1 BHLHE40 BHLHE41 BMAL1 BMP2 BMP3 BMP4 BMP5 BMP6 BMPR2 CALCA CHRD CLOCK CRY1 CSF1 CTF1 CTHRC1 CTSK DKK1 DRAM2 EFNB2 FYCO1 HMGB1 IGF1 IL3 IL6 JAK2 LAMP2 LEP LRP5 MAP1LC3A MAP1LC3B MEPE MTOR NFATC1 NOTCH1 NPAS2 NR1D2 PER1 PIK3C3 PLEKHM1 PRKAA2 PTH RB1CC1 RORB RUNX2 SEMA3A SEMA4D SERPINF1 SMAD1 SMAD4 SMAD5 SMAD9 SOST SP7 SQSTM1 TGFB1 TNFRSF11A TNFRSF11B TNFSF11 TRAF6 TRAP1 ULK1 VCP WNT10B WNT16 WNT5A WP_CODEINE_AND_MORPHINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CODEINE_AND_MORPHINE_METABOLISM ABCB1 ABCC2 ABCC3 CYP2C8 CYP2D6 CYP3A4 SLCO1B1 UGT1A1 UGT1A10 UGT1A6 UGT1A8 UGT1A9 UGT2B4 UGT2B7 WP_COHESIN_COMPLEX_CORNELIA_DE_LANGE_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COHESIN_COMPLEX_CORNELIA_DE_LANGE_SYNDROME APC AURKB CDCA5 CDK1 ESCO1 ESCO2 ESPL1 HDAC8 MAU2 NIPBL PDS5A PDS5B PLK1 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPA PTTG1 RAD21 REC8 SGO1 SGO2 SMC1A SMC1B SMC3 STAG2 STAG3 WAPL WP_COMMON_PATHWAYS_UNDERLYING_DRUG_ADDICTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMMON_PATHWAYS_UNDERLYING_DRUG_ADDICTION ACTB ACTG1 ACTG2 ADCY1 ADCY8 ARAF CALM1 CAMK2A CAMK4 CREB1 DRD1 DRD2 DRD4 GJB1 GNAI1 GNAS GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRM1 GRM5 MAP2K1 MAP2K2 MAPK1 MAPK3 PPP1CA PPP1CB PPP1CC PPP1R1A PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG RAF1 RAP1A RAP1B WP_COMPLEMENTMEDIATED_INFLAMMATION_OF_PULMONARY_ALVEOLUS_IN_COVID19_HYPOTHETICAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENTMEDIATED_INFLAMMATION_OF_PULMONARY_ALVEOLUS_IN_COVID19_HYPOTHETICAL_PATHWAY ACE2 C3 C3AR1 C5 C5AR1 C6 C7 C8A C9 COLEC11 FCN1 MASP2 WP_COMPLEMENT_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENT_ACTIVATION C1QA C1QB C1QC C1R C1S C2 C3 C4A C4B C5 C6 C7 C8A C8B C8G C9 CD55 CFB CFD CFP MASP1 MASP2 WP_COMPLEMENT_AND_COAGULATION_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENT_AND_COAGULATION_CASCADES BDKRB1 C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4B C5AR1 C6 C7 C8G C9 CD46 CD55 CFB CFD CFH CFI CLTC CLU CPB2 CR1 CR2 F10 F12 F13B F2 F2R F3 F5 F7 F8 F9 FGB KLKB1 KNG1 LMAN1 MASP1 MASP2 PLAT PLAU PLAUR PLG PROC PROS1 SERPINA1 SERPINA5 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SERPING1 TFPI THBD VWF WP_COMPLEMENT_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENT_SYSTEM ADIPOQ ADM ALB APCS APOA1 ARRB2 C1QBP C1S C2 C3 C3AR1 C4A C4BPA C5 C5AR1 C5AR2 C6 C7 C8A C9 CALR CD19 CD40 CD46 CD55 CD59 CD93 CFB CFD CFH CFHR2 CFHR4 CFI CFP CLEC4M CPN1 CR1 CR2 CRP CSNK1A1 DCN ELANE F10 F11 F12 F13A1 FCER2 FCGR3A FCN1 FCN2 FGA FGB FGG FKBP2 FPR1 GNA15 GNAI2 GNAI3 IBSP ICAM1 ICAM2 ITGA2 ITGA2B ITGAX ITGB2 ITGB3 KLKB1 LAMA5 LAMB1 LAMC1 LRP2 MASP1 MASP2 MBL2 PLAUR PLG PRKACA PRKCA PRNP PROS1 PTX3 RPS19 SELE SELL SELP SELPLG SERPING1 SFTPA1 SFTPA2 SPP1 THBS1 TLR2 TXN VSIG4 VTN WAS WP_COMPLEMENT_SYSTEM_IN_NEURONAL_DEVELOPMENT_AND_PLASTICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COMPLEMENT_SYSTEM_IN_NEURONAL_DEVELOPMENT_AND_PLASTICITY APAF1 ATP10A ATP11A ATP11C ATP8B1 ATP8B2 ATP8B3 AXL BAK1 BAX BID C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4A C4B C4BPA C4BPB C5 C5AR1 C5AR2 C6 C7 C8A C8B C8G C9 CAP1 CASP10 CASP3 CASP7 CASP8 CASP9 CD46 CD55 CD59 CFB CFD CFH CFI CFP CLU COLEC10 COLEC11 COLEC12 CR1 CR2 CRB1 CRB2 CSMD1 CX3CL1 CX3CR1 CYCS DEDD DIABLO DLGAP5 FAS FASLG FCN1 FCN2 FCN3 GAS6 HTRA2 IFNG ITGAM ITGAV ITGAX ITGB2 ITGB3 LLGL2 MARK1 MARK2 MARK3 MASP1 MASP2 MBL1P MBL2 MBP MERTK MFGE8 PALS1 PARD3 PARD6A PARD6B PARD6G PATJ PLSCR1 PLSCR3 PLSCR4 PRKCI PRKCZ PROS1 SCRIB SERPING1 SUSD4 TGFB1 TGFB2 TGFB3 TYRO3 VTN XIAP WP_CONGENITAL_GENERALIZED_LIPODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CONGENITAL_GENERALIZED_LIPODYSTROPHY AGPAT2 AKT2 BSCL2 CAV1 CAVIN1 DGAT1 DGAT2 FYN GPAT3 GRB2 HIF1A INS IRS1 ITGB4 LPIN1 LPIN2 LPIN3 PIK3CA WP_CONSTITUTIVE_ANDROSTANE_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CONSTITUTIVE_ANDROSTANE_RECEPTOR_PATHWAY ABCB1 ABCC2 ABCC3 ALAS1 CYP2A6 CYP2B6 CYP2C19 CYP2C9 CYP3A4 CYP3A5 CYP4A11 DNAJC7 EHHADH FOXO1 GSTA2 HSP90AA1 NCOA1 NCOA2 NCOA6 NR1I3 PPARGC1A PTPA RXRA SMC1A SP1 SULT1A1 SULT2A1 UGT1A1 UGT1A4 UGT1A6 UGT1A9 WP_CONTROL_OF_IMMUNE_TOLERANCE_BY_VASOACTIVE_INTESTINAL_PEPTIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CONTROL_OF_IMMUNE_TOLERANCE_BY_VASOACTIVE_INTESTINAL_PEPTIDE CD28 CD80 CD86 CTLA4 FAS IFNG IL10 IL12A IL2 IL4 IL5 TGFB1 VIP WP_CONVERSION_OF_ANGIOTENSINOGEN_TO_ANGIOTENSIN_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CONVERSION_OF_ANGIOTENSINOGEN_TO_ANGIOTENSIN_II ACE CMA1 CTSD CTSG REN WP_COPPER_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COPPER_HOMEOSTASIS ADAM10 ADAM17 ADAM9 AKT1 APC APP ATOX1 ATP7A ATP7B BACE1 CASP3 CCND1 CCS COMMD1 COX11 COX17 FOXO1 FOXO3 GSK3B JUN MAPT MDM2 MT1A MT1B MT1E MT1F MT1G MT1H MT1JP MT1L MT1X MT2A MT3 MT4 MTF1 MTF2 PIK3CA PRNP PTEN SCO1 SLC11A2 SLC31A1 SLC31A2 SOD1 SOD3 SP1 STEAP1 STEAP2 STEAP3 STEAP4 TP53 XAF1 XIAP WP_CORI_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CORI_CYCLE ALDOA G6PD GAPDH GPI GPT HK1 INS LDHA PFKP PGAM1 PGK1 PGK2 SLC2A1 SLC2A2 SLC2A4 TALDO1 TPI1 WP_CORTICOTROPINRELEASING_HORMONE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CORTICOTROPINRELEASING_HORMONE_SIGNALING ACACA AKT1 ARRB1 ARRB2 BCL2 BRAF CACNA1H CAMK2A CASP3 CASP9 CREB1 CRH CRHBP CRHR1 CRHR2 CTNNB1 CXCL8 CYP11A1 CYP11B1 CYP21A2 ECE1 ELK1 ERN1 FOS FOSB FOSL1 FOSL2 GJA1 GNA11 GNAI1 GNAI2 GNAO1 GNAQ GNAS GNAZ GNB1 GNB2 GNB3 GNB5 GRK3 GRK6 GSK3B HSD3B1 HSD3B2 HSP90AA1 IL18 IL2 IVL JUNB JUND JUP KRT1 KRT14 LINC02210-CRHR1 MAP2K1 MAP3K5 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 NCOA2 NFKB1 NFKBIA NOS3 NR4A1 NR4A2 PARP1 PLCG1 PLCG2 POMC PRKAA2 PRKCA PRKCB PRKCD PRKCI PRKCQ PTK2 RAF1 RAP1B RAPGEF3 RELA RHOA SP1 STAR SULT2A1 TBX19 TCF4 TFAP2A TGFB1 TLR4 TRIM28 WP_COVID19_ADVERSE_OUTCOME_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COVID19_ADVERSE_OUTCOME_PATHWAY ACE2 AGT CCL2 CCL3 CSF3 CXCL10 CXCL8 IL10 IL1B IL2 IL2RA IL6 IL7 TMPRSS2 TNF WP_COVID19_AND_ENDOTHELIAL_CELL_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COVID19_AND_ENDOTHELIAL_CELL_SENESCENCE ANO6 IL17A IL17RA IL17RC TLR4 WP_COVID19_STRUCTURAL_COVERAGE_MAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COVID19_STRUCTURAL_COVERAGE_MAP ACE2 APOA1 AQR CMTR1 GDAP2 IGHMBP2 ISG15 MACROD1 MACROD2 MACROH2A1 MACROH2A2 MRM2 NLRP12 NRP1 PAIP1 PALS1 PARP14 PARP9 SLC6A19 TAB1 TOMM70 UBA52 UBB UBC UPF1 UPF2 WP_COVID19_THROMBOSIS_AND_ANTICOAGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_COVID19_THROMBOSIS_AND_ANTICOAGULATION F13A1 F13B F2 FGA FGB FGG PLG WP_CREATINE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CREATINE_PATHWAY CKB GAMT GATM OAT SLC6A8 WP_CYSTEINE_AND_METHIONINE_CATABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYSTEINE_AND_METHIONINE_CATABOLISM AHCY BHMT CBS CDO1 CSAD CTH ETHE1 GCLC GOT1 GSS MAT1A MPST MTR SQOR SUOX WP_CYTOKINECYTOKINE_RECEPTOR_INTERACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOKINECYTOKINE_RECEPTOR_INTERACTION ACKR3 ACKR4 ACVR1 ACVR1B ACVR1C ACVR2A ACVR2B ACVRL1 AMH AMHR2 ANP32B BMP10 BMP15 BMP3 BMP4 BMP5 BMP6 BMP7 BMP8B BMPR1A BMPR1B BMPR2 CCL1 CCL11 CCL13 CCL14 CCL15 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CD27 CD40 CD40LG CD70 CLCF1 CNTF CNTFR CSF1 CSF1R CSF2 CSF2RB CSF3 CSF3R CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 CXCR4 CXCR5 CXCR6 EDA EDA2R EDAR EPO EPOR FAS FASLG GDF1 GDF10 GDF11 GDF15 GDF2 GDF3 GDF5 GDF6 GDF7 GDF9 GH1 GH2 GHR IFNA2 IFNAR1 IFNAR2 IFNB1 IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNLR1 IFNW1 IL10 IL10RA IL10RB IL11 IL11RA IL12RB1 IL12RB2 IL13 IL13RA1 IL13RA2 IL15 IL15RA IL17A IL17B IL17C IL17D IL17F IL17RA IL17RB IL17RC IL18 IL18R1 IL18RAP IL19 IL1A IL1F10 IL1R1 IL1R2 IL1RAP IL1RL1 IL1RL2 IL1RN IL2 IL20 IL20RA IL20RB IL21 IL21R IL22 IL22RA1 IL23A IL23R IL24 IL25 IL26 IL27 IL27RA IL2RA IL2RB IL2RG IL3 IL31 IL31RA IL33 IL34 IL36A IL36B IL36G IL36RN IL37 IL4 IL4R IL5 IL5RA IL6 IL6R IL6ST IL7 IL7R IL9 INHA INHBA INHBB INHBC INHBE LEP LEPR LIF LIFR LTA LTB LTBR MPL MSTN NFIC NGF NGFR NODAL PF4 PF4V1 PPBP PRL PRLR RELT TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TNF TNFRSF10A TNFRSF10B TNFRSF10C TNFRSF11A TNFRSF11B TNFRSF12A TNFRSF13B TNFRSF13C TNFRSF14 TNFRSF17 TNFRSF18 TNFRSF19 TNFRSF1A TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFRSF8 TNFRSF9 TNFSF10 TNFSF11 TNFSF12 TNFSF13B TNFSF14 TNFSF15 TNFSF4 TNFSF9 TPO TSLP XCL1 XCL2 XCR1 WP_CYTOKINES_AND_INFLAMMATORY_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOKINES_AND_INFLAMMATORY_RESPONSE CD4 CSF1 CSF2 CSF3 CXCL1 CXCL2 HLA-DRA HLA-DRB1 IFNB1 IFNG IL10 IL11 IL12B IL13 IL15 IL1A IL1B IL2 IL3 IL4 IL5 IL6 IL7 PDGFA TGFB1 TNF WP_CYTOPLASMIC_RIBOSOMAL_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOPLASMIC_RIBOSOMAL_PROTEINS FAU MRPL19 RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL30 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36 RPL36A RPL37 RPL37A RPL38 RPL39 RPL3L RPL4 RPL41 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS27A RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 RPS6KB1 RPS6KB2 RPS7 RPS8 RPS9 RPSA UBA52 WP_CYTOSINE_METHYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOSINE_METHYLATION DNMT1 IDH1 IDH2 MBD3 MECP2 TDG TET1 TET2 WP_CYTOSOLIC_DNASENSING_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_CYTOSOLIC_DNASENSING_PATHWAY ADAR AIM2 ATG12 ATG5 CASP1 CASP10 CASP8 CCL4 CCL4L2 CCL5 CGAS CHUK CXCL10 CYLD FADD IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IKBKB IKBKE IKBKG IL18 IL1B IL33 IL6 IRF3 IRF7 ISG15 MAVS NFKB1 NFKBIA NFKBIB NLRX1 POLR1C POLR1D POLR2E POLR2F POLR2H POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K PYCARD RELA RIGI RIPK1 RIPK3 RNF125 STING1 TBK1 TRADD TREX1 TRIM25 ZBP1 WP_DDX1_AS_A_REGULATORY_COMPONENT_OF_THE_DROSHA_MICROPROCESSOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DDX1_AS_A_REGULATORY_COMPONENT_OF_THE_DROSHA_MICROPROCESSOR ATM DDX1 DGCR8 DROSHA MRE11 NBN RAD50 WP_DEGRADATION_PATHWAY_OF_SPHINGOLIPIDS_INCLUDING_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEGRADATION_PATHWAY_OF_SPHINGOLIPIDS_INCLUDING_DISEASES ARSA GALC GBA1 GLA GLB1 GM2A HEXA HEXB LIPA NEU1 NEU2 NEU3 NEU4 NPC1 NPC2 PSAP SCARB2 WP_DENGUE2_INTERACTIONS_WITH_COMPLEMENT_AND_COAGULATION_CASCADES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DENGUE2_INTERACTIONS_WITH_COMPLEMENT_AND_COAGULATION_CASCADES APOA2 BDKRB1 C1QA C1QB C1QC C1R C1S C2 C3 C3AR1 C4B C5AR1 C6 C7 C8G C9 CD46 CD55 CFB CFD CFH CFI CLTC CLU CPB2 CR1 CR2 F10 F12 F13B F2 F2R F3 F5 F7 F8 F9 FGB KLKB1 KNG1 LMAN1 MASP1 MASP2 PLAT PLAU PLAUR PLG PROC PROS1 SERPINA1 SERPINA5 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SERPING1 TFPI THBD VWF WP_DEREGULATION_OF_RAB_AND_RAB_EFFECTOR_GENES_IN_BLADDER_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEREGULATION_OF_RAB_AND_RAB_EFFECTOR_GENES_IN_BLADDER_CANCER EXPH5 GCC2 MADD MLPH MYRIP RAB27A RAB27B RPH3A RPH3AL SYTL1 SYTL2 SYTL3 SYTL4 SYTL5 TBC1D10A UNC13D WP_DEVELOPMENT_AND_HETEROGENEITY_OF_THE_ILC_FAMILY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEVELOPMENT_AND_HETEROGENEITY_OF_THE_ILC_FAMILY AHR AREG BCL11B EOMES GATA3 GFI1 HNF1A ID2 IFNG IL12A IL12B IL13 IL15 IL17A IL18 IL1B IL22 IL23A IL25 IL33 IL4 IL5 IL6 IL7 IL9 NFIL3 RORA TBX21 TNF TOX TSLP ZBTB16 WP_DEVELOPMENT_OF_PULMONARY_DENDRITIC_CELLS_AND_MACROPHAGE_SUBSETS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEVELOPMENT_OF_PULMONARY_DENDRITIC_CELLS_AND_MACROPHAGE_SUBSETS BATF3 CSF1 CSF2 FLT3LG ID2 IKZF1 IRF4 IRF8 RUNX2 SPI1 STAT3 TCF4 TPO WP_DEVELOPMENT_OF_URETERIC_COLLECTION_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DEVELOPMENT_OF_URETERIC_COLLECTION_SYSTEM ANOS1 BMP2 BMP4 BMP5 BMP7 BMPER BMPR1A BMPR2 CCND1 CELSR1 CRIM1 CTDNEP1 CTNNB1 ETV4 EYA1 FAT4 FGFR2 FOXC1 FRAS1 FREM1 FREM2 FST GATA3 GDF11 GDNF GFRA1 GLI1 GLI2 GLI3 GPC3 GREB1L GRIP1 HNF1B HOXA11 HOXD11 ILK ITGA8 ITGB1 LHX1 MYCN PAX2 PBX1 RARA RARB RARG RET ROBO1 ROBO2 SALL1 SHH SIX1 SIX2 SLIT2 SMAD1 SMO SPRY1 TGFB2 VANGL2 WNT11 WT1 WP_DIFFERENTIATION_OF_WHITE_AND_BROWN_ADIPOCYTE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DIFFERENTIATION_OF_WHITE_AND_BROWN_ADIPOCYTE ADIPOQ BMP2 BMP4 BMP7 CEBPA CEBPB CEBPG CIDEA EBF3 HOXC8 HOXC9 HSPB7 LEP MPZL2 PLAC8 PPARG PPARGC1A PPARGC1B PRDM16 SLC7A10 SMAD1 SMAD5 SMAD9 ZIC1 ZNF423 WP_DISORDERS_IN_KETOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_IN_KETOLYSIS ACAT1 ACAT2 BDH1 HMGCS1 OXCT1 WP_DISORDERS_IN_KETONE_BODY_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_IN_KETONE_BODY_SYNTHESIS ACAT1 BDH1 HMGCL HMGCS2 OXCT1 WP_DISORDERS_OF_BILE_ACID_SYNTHESIS_AND_BILIARY_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_OF_BILE_ACID_SYNTHESIS_AND_BILIARY_TRANSPORT ABCB1 ABCB11 ABCB4 ABCC2 ABCC3 ABCC4 ABCD3 ACOX2 AKR1C4 AKR1D1 AMACR ATP8B1 BAAT CYP27A1 CYP7A1 CYP7B1 CYP8B1 FABP6 HSD17B4 HSD3B7 SCP2 SLC10A1 SLC10A2 SLC27A2 SLC27A5 SLC51A SLC51B SLCO1B1 SLCO1B3 WP_DISORDERS_OF_FOLATE_METABOLISM_AND_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_OF_FOLATE_METABOLISM_AND_TRANSPORT ALDH1L1 ALDH1L2 ATIC DHFR FOLR1 FTCD GART MTHFD1 MTHFD2 MTHFD2L MTHFR MTHFS MTR QDPR SHMT1 SHMT2 SLC19A1 SLC46A1 TYMS WP_DISORDERS_OF_FRUCTOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_OF_FRUCTOSE_METABOLISM ALDH1A1 ALDOB FBP1 G6PC1 GLYCTK GPI HK1 KHK PFKL PGM1 SLC2A2 SLC5A1 SORD TPI1 WP_DISORDERS_OF_GALACTOSE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISORDERS_OF_GALACTOSE_METABOLISM AKR1B1 GALE GALK1 GALT GBE1 GYG1 GYG2 GYS1 GYS2 PGM1 PYGL SLC2A2 SLC5A1 WP_DISRUPTION_OF_POSTSYNAPTIC_SIGNALING_BY_CNV https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DISRUPTION_OF_POSTSYNAPTIC_SIGNALING_BY_CNV ARC CAMK2A CAMK2B CAMK2D CAMK2G CYFIP1 DLG1 DLG2 DLGAP1 FMR1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM1 HOMER1 MAPK1 MAPK3 NLGN1 NLGN2 NLGN3 NLGN4X NRXN1 NRXN2 NRXN3 RPH3A RYR2 SHANK1 STX1A SYNGAP1 TJP1 YWHAG WP_DNA_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_DAMAGE_RESPONSE ABL1 AKT1 APAF1 ATM ATR ATRIP BAX BBC3 BID BRCA1 CASP3 CASP8 CASP9 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CDC25A CDC25C CDK1 CDK2 CDK4 CDK5 CDK6 CDKN1A CDKN1B CHEK1 CHEK2 CREB1 CYCS DDB2 E2F1 FANCD2 FAS GADD45A GADD45B GADD45G H2AX HUS1B MDM2 MRE11 MYC NBN PIDD1 PMAIP1 PML PRKDC RAD1 RAD17 RAD50 RAD51 RAD52 RAD9A RB1 RFC1 RPA2 RRM2B SESN1 SFN SMC1A TLK1 TLK2 TNFRSF10B TP53 TP53AIP1 WP_DNA_DAMAGE_RESPONSE_ONLY_ATM_DEPENDENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_DAMAGE_RESPONSE_ONLY_ATM_DEPENDENT ABL1 AKT1 AKT2 AKT3 APC ATM AXIN1 BAD BAK1 BAX BBC3 BCL2 BCL2L11 BCL6 BIK CAT CCND1 CCND2 CCND3 CCNG2 CDC42 CDKN1A CDKN1B CDKN2A CTNNB1 DVL1 DVL2 DVL3 ERBB2 FASLG FOSL1 FOXO3 FRAT1 G6PC1 GRB2 GSK3B HMGB1 HRAS INSR IRS1 JUN KRAS LDLR LEF1 MAP3K1 MAP3K4 MAP3K7 MAPK1 MAPK10 MAPK8 MAPK9 MDM2 MLKL MYC NFKB1 NFKB2 NRAS PCK2 PDK1 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PLAU PMAIP1 PPP2R5C PPP2R5E PTEN RAC1 RAC2 RAC3 RBL2 RHOA SCP2 SHC1 SMAD3 SMAD4 SOD2 SOS1 SOS2 TCF7 TCF7L1 TCF7L2 TGFB1 TP53 TP73 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_DNA_IRDAMAGE_AND_CELLULAR_RESPONSE_VIA_ATR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_IRDAMAGE_AND_CELLULAR_RESPONSE_VIA_ATR ABRAXAS1 ATM ATR ATRIP BARD1 BCL6 BRCA1 BRCA2 BRCC3 BRIP1 CDC25C CDC45 CDK1 CDK2 CEP164 CHEK1 CHEK2 CLK2 CLSPN DCLRE1A E2F1 EEF1E1 EXO1 FANCA FANCD2 FANCI FEN1 FOXM1 H2AX HERC2 HUS1 IKBKG MCM2 MCPH1 MDC1 MDM2 MLH1 MRE11 MSH2 NBN PALB2 PARP1 PCNA PLK1 PML POLB POLN PPM1D PRKDC RAD1 RAD17 RAD50 RAD51 RAD52 RAD9A RBBP8 RECQL RECQL4 RECQL5 RFWD3 RMI1 RPA1 RPA2 SEM1 SMARCAL1 SMARCC2 SMC1A SP1 TDP1 TOP3A TOPBP1 TP53 TP53BP1 TRIM28 UBE2D3 UIMC1 UPF1 USP1 WRN XPA XRCC5 WP_DNA_IRDOUBLE_STRAND_BREAKS_AND_CELLULAR_RESPONSE_VIA_ATM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_IRDOUBLE_STRAND_BREAKS_AND_CELLULAR_RESPONSE_VIA_ATM ABL1 ACTL6A APAF1 ATF2 ATM ATR BAK1 BAX BID BLM BRCA1 BRCA2 CASP3 CASP9 CDC25C CDK5 CDKN2A CHEK1 CHEK2 DCLRE1C E2F1 EXO1 FANCD2 H2AX HSF1 KAT5 LATS1 MCPH1 MDC1 MDM2 MRE11 NABP2 NBN PARP1 PCNA PRKDC RAD17 RAD50 RAD51 RAD52 RAD9A RASSF1 RIF1 RNF8 SMC1A SMC3 STK3 TERF2 TP53 TP53BP1 TP73 TRAF6 TRIM28 UPF1 YAP1 WP_DNA_MISMATCH_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_MISMATCH_REPAIR EXO1 LIG1 MLH1 MSH2 MSH6 PCNA PMS2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 WP_DNA_REPAIR_PATHWAYS_FULL_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_REPAIR_PATHWAYS_FULL_NETWORK APEX1 APEX2 ATM ATR BRCA1 BRCA2 BRIP1 CCNH CDK7 CENPS CENPX CETN2 CHEK1 CUL4A CUL4B DCLRE1C DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 EXO1 FAAP100 FAAP24 FAN1 FANCA FANCB FANCC FANCD2 FANCE FANCF FANCG FANCI FANCL FANCM FEN1 GTF2H1 GTF2H2 GTF2H2C GTF2H3 GTF2H4 GTF2H5 H2AX HMGB1 LIG1 LIG3 LIG4 MBD4 MGMT MLH1 MNAT1 MPG MRE11 MSH2 MSH3 MSH6 MUTYH NBN NEIL2 NEIL3 NHEJ1 NTHL1 OGG1 PALB2 PARP1 PARP2 PCNA PMS2 PNKP POLB POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLI POLK POLL POLM PRKDC RAD23A RAD23B RAD50 RAD51 RAD51C RAD52 RAD54B RAP1A RBX1 REV1 REV3L RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 SMUG1 TDG TERF2 UNG USP1 WDR48 WRN XPA XPC XRCC1 XRCC4 XRCC5 XRCC6 WP_DNA_REPLICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DNA_REPLICATION CDC45 CDC6 CDC7 CDK2 CDT1 DBF4 GMNN MCM10 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 PRIM1 PRIM2 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RPA4 UBA52 UBC WP_DOPAMINERGIC_NEUROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DOPAMINERGIC_NEUROGENESIS ALDH1A1 ASCL1 CDKN1C DDC EN1 EN2 FGF8 FOXA2 GBX2 GLI1 GLI2 LMX1A LMX1B MSX1 NEUROD1 NEUROG2 NKX2-2 NKX6-1 NR4A2 OTX2 PITX3 RET SHH SLC18A2 SLC6A3 SOX2 STAT3 TGFB1 TH WNT1 WP_DOPAMINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DOPAMINE_METABOLISM COMT DDC MAOA MAOB NQO1 PPP2CA PPP2CB PRKACA PRKACB PRKACG SOD1 TH TYR WP_DRAVET_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DRAVET_SYNDROME AKT1 CALM1 CAMK2A CHD2 FGF13 HCN1 KCNA2 MAPK11 MAPKAP1 MLST8 MTOR NFKB1 PCDH19 PIK3CA PRKCA PRR5 PRR5L RICTOR SCN1A SCN1B SCN2A SCN2B SCN3A SCN3B SCN4B SCN8A STXBP1 TNF WP_DRUG_INDUCTION_OF_BILE_ACID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DRUG_INDUCTION_OF_BILE_ACID_PATHWAY ABCB1 ABCB11 ABCC2 ABCC3 ABCC4 BAAT CYP3A4 CYP7A1 NR1H4 NR1I2 NR1I3 SLC10A1 SLC51A SLC51B SLCO1B1 SULT2A1 VDR WP_DUAL_HIJACK_MODEL_OF_VIF_IN_HIV_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DUAL_HIJACK_MODEL_OF_VIF_IN_HIV_INFECTION APOBEC3G CBFB CUL5 ELOB ELOC RBX1 RUNX1 UBB WP_DYRK1A_INVOLVEMENT_REGARDING_CELL_PROLIFERATION_IN_BRAIN_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_DYRK1A_INVOLVEMENT_REGARDING_CELL_PROLIFERATION_IN_BRAIN_DEVELOPMENT AKT1S1 AMPH APH1A APP BACE1 CASP3 CASP9 CCND1 CDK4 CDK6 CDKN1B CREB1 CRY2 CSNK1A1 DCAF7 DEPTOR DLL1 DNER DNM1 DYRK1A E2F4 E2F5 EIF2B5 FGF2 FOXO1 GLI1 GMNN GSK3B H3-3A HES1 HES5 HIP1 LATS2 LIN37 LIN52 LIN54 LIN9 MAPT MLST8 MTOR NCSTN NEUROG2 NFATC1 NOTCH1 PSEN1 PSENEN RAD54L2 RBBP4 RBL1 RBL2 REST RPTOR SIRT1 SMARCB1 SPRY2 TFAP4 TFDP1 TFDP2 TFDP3 TP53 TSC1 TSC2 WP_EBOLA_VIRUS_INFECTION_IN_HOST https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EBOLA_VIRUS_INFECTION_IN_HOST ACTB ACTG1 ACTN1 ACTN4 ADAM17 AKT1 ASGR1 AXL BST2 C1QBP CAV1 CAV2 CAV3 CD209 CD300A CDC42 CLEC10A CLEC4G CLEC4M CLEC6A CLTA CLTB CLTC CLTCL1 CREBBP CTSB CTSL DAB2IP EGFR EIF2AK2 EIF2S1 EP300 EPS15 FLNA FLNB FLNC FOLR1 GAS6 GSN HAVCR1 HAVCR2 HLA-A HLA-B HLA-C HLA-DMA HLA-DMB HLA-DOA HLA-DOB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQA2 HLA-DQB1 HLA-DQB2 HLA-DRA HLA-DRB1 HLA-DRB5 HLA-E HLA-F HLA-G ICAM2 ICAM3 IGF1R IKBKE IL4 IQGAP1 IRF3 IRF7 ITGA1 ITGA2 ITGA3 ITGA4 ITGA5 ITGA6 ITGAV ITGB1 ITGB3 KPNA1 MAPK1 MAPK3 MBL2 MERTK MFGE8 NEDD4 NFKB1 NFKB2 NPC1 NPC2 PAK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKRA RAB5A RAB7A RAB9A RAC1 RASA2 REL RELA RELB RFC1 RHOA RHOB RHOC RIGI SCIN SOCS3 STAT1 TBK1 TFAP2A TIAM1 TIMD4 TLR4 TOP1 TPCN2 TSG101 TYRO3 VAV2 VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 VPS4A WP_EBSTEINBARR_VIRUS_LMP1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EBSTEINBARR_VIRUS_LMP1_SIGNALING CCL20 CCL5 CHUK CXCL8 HSP90AA1 IFNB1 IKBKB IKBKG IRAK1 MAP3K14 MAP3K3 MAP3K7 MAPK1 MAPK8 NFKB1 NFKB2 NFKBIA PDLIM7 RELA TNF TRADD TRAF1 TRAF6 WP_ECTODERM_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ECTODERM_DIFFERENTIATION ABCC4 AHI1 ANKS1B ARHGAP10 ARHGAP15 ARHGDIG ARHGEF9 ARX ASTN1 BAZ1A BCAS3 BCOR BMP4 BMPR1A BOC C1GALT1 CAP2 CCDC88C CCL2 CDH6 CDH8 CDON CELSR2 CLDN11 CLVS1 CROCCP2 CTBP1 CTNNA2 CTNNB1 CTNND2 DMD EDA EDA2R ELOVL2 ELOVL4 FGFR2 FHL2 FOXA2 FOXL1 FYN FZD4 FZD5 FZD8 GAS2L1 GATA6 GLB1 GLI3 GRAMD1B GREB1 H2BC9 HDAC10 HDAC6 HESX1 HMGB2 JAKMIP1 JUP KCNK10 KIFC3 KRT6A LDB2 LHX1 LY6E MAFB MECP2 MIR15B MIR34C MIR361 MKS1 MYC MYORG MZF1 NARS2 NF2 NFATC1 NLGN1 NLK NR2F2 NUMA1 OGT PAN2 PAX3 PAX6 PDE7A PGM1 PHF8 PI4KA PIM1 PLCXD3 PLXNA2 PODXL POU2F2 PPARD PPFIBP2 PRKAG2 PTPN13 PTPRB RAB8B RGMA RHPN1 RIT1 ROR2 RRBP1 SCHIP1 SDCBP SERPINB6 SGSM3 SHH SIX6 SKIL SMAD4 SMURF1 SNCA SOCS2 SORCS1 SOX2 SPRY2 ST8SIA4 STC1 STX16 TBL1X TCF3 TCF7L1 TFAP2A TFAP2C TLE5 TNFRSF11B TOX3 TRIM33 TRPM2 TSC22D1 TSKU TTC14 UBTF VAX2 WDR44 WNT1 YJU2B ZBTB16 ZBTB2 ZBTB7B ZFHX4 ZNF219 WP_EDA_SIGNALING_IN_HAIR_FOLLICLE_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EDA_SIGNALING_IN_HAIR_FOLLICLE_DEVELOPMENT BMP1 DKK1 DKK4 EDA EDAR EDARADD GLI1 LTB PTCH1 RELB SHH SOSTDC1 WNT3 WP_EFFECTS_OF_MFN2_MUTATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EFFECTS_OF_MFN2_MUTATION ATAT1 BAX CASP3 CASP8 DCTN1 DYNC1H1 DYNC1I1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 KIF1B MAP2 MFN2 RAB3A RAB3B RAB7A RABAC1 RHOT1 SNCA SYPL1 TP53 TRAK1 TUBB3 WP_EFFECTS_OF_NITRIC_OXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EFFECTS_OF_NITRIC_OXIDE AOX1 HBA1 MB MT-CO1 NOS1 NOS2 NOS3 XDH WP_EFFECT_OF_INTESTINAL_MICROBIOME_ON_ANTICOAGULANT_RESPONSE_OF_VITAMIN_K_ANTAGONISTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EFFECT_OF_INTESTINAL_MICROBIOME_ON_ANTICOAGULANT_RESPONSE_OF_VITAMIN_K_ANTAGONISTS CD36 CYP2C9 NPC1L1 NR1I2 PPARA PPARD SCARB1 VDR WP_EFFECT_OF_OMEGA3_PUFA_ON_HUNTINGTONS_DISEASE_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EFFECT_OF_OMEGA3_PUFA_ON_HUNTINGTONS_DISEASE_PATHWAYS ABCA1 ABCG1 ABCG4 AHI1 AKT1 AKT1S1 AKT2 AKT3 APOE BAD BAX BCL2 BCL2L1 BCL2L11 BDNF BID BNIP3 C1QA CASP3 CASP7 CASP8 CKB CREB1 CYP46A1 CYP51A1 DEPTOR DHCR7 EGF EGFR EIF4E EIF4EBP1 ELK1 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GRM1 HAP1 HDAC1 HDAC2 HMGCR HMGCS1 HMGCS2 HRAS HTT IKBKB IL1B IL6 ITPR1 KIF5A MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAP3K10 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MBP MLST8 MTOR NEUROD1 NFKB1 NR1H2 NTRK2 OPA1 PI3 PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PPARGC1A PRKAA1 PRKAA2 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRR5L PTEN RAB3A RAB3GAP1 RAF1 REST RHEB RICTOR RPS6KA5 RPS6KB1 RPTOR SIN3A SLC12A2 SLC12A5 SP1 SREBF2 TSC1 TSC2 WP_EFFECT_OF_PROGERIN_ON_GENES_INVOLVED_IN_PROGERIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EFFECT_OF_PROGERIN_ON_GENES_INVOLVED_IN_PROGERIA CBX1 CBX3 CBX5 CHD3 CHD4 E2F1 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 HDAC1 HDAC2 INPP5K KDM1A LEF1 MBD2 MBD3 MTA1 MTA2 MTA3 RB1 RBBP4 RBBP7 SREBF1 SUV39H1 TP53 WP_EGFEGFR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EGFEGFR_SIGNALING ABI1 ABL1 AKT1 AP2A1 AP2B1 AP2M1 AP2S1 ARF6 ARHGEF1 ASAP1 ATF1 ATXN2 AURKA BCAR1 BRAF CAMK2A CAV1 CAV2 CBL CBLB CBLC CDC42 CFL1 CREB1 CRK CRKL CSK DNM1 DOK2 E2F1 EGF EGFR EIF4EBP1 ELK1 ELK4 EPN1 EPS15 EPS15L1 EPS8 ERBB2 ERRFI1 FOS FOSB FOXO1 FOXO4 GAB1 GAB2 GJA1 GRB10 GRB2 HGS HRAS INPP5D INPPL1 IQGAP1 IQSEC1 ITCH JAK1 JAK2 JUN JUND KRAS LIMK2 MAP2K1 MAP2K2 MAP2K5 MAP3K1 MAP3K2 MAP3K3 MAP3K4 MAP4K1 MAPK1 MAPK14 MAPK4 MAPK7 MAPK8 MAPK9 MEF2A MEF2C MEF2D MT-CO2 MTOR MYBL2 NCK1 NCK2 NCOA3 NDUFA13 NEDD4 NEDD8 NOS3 PAK1 PCNA PDPK1 PEBP1 PIAS3 PIK3C2B PIK3R1 PIK3R2 PLCE1 PLCG1 PLD1 PLD2 PLSCR1 PRKCA PRKCB PRKCD PRKCI PRKCZ PTEN PTK2 PTK2B PTK6 PTPN11 PTPN12 PTPN5 PTPRR PXDN RAB5A RAC1 RAF1 RALA RALB RALBP1 RALGDS RAP1A RASA1 REPS2 RICTOR RIN1 ROCK1 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA5 RPS6KB1 SH2D2A SH3GL2 SH3GL3 SH3KBP1 SHC1 SOS1 SOS2 SP1 SPRY2 SRC STAM STAM2 STAMBP STAT1 STAT3 STAT5A STAT5B STMN1 STXBP1 SYNJ1 TNK2 TWIST1 USP6NL USP8 VAV1 VAV2 VAV3 WP_EGFR_TYROSINE_KINASE_INHIBITOR_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EGFR_TYROSINE_KINASE_INHIBITOR_RESISTANCE AKT1 AKT2 AKT3 ARAF AXL BAD BAX BCL2 BCL2L1 BCL2L11 BRAF CCND1 EGF EGFR EIF4E EIF4E2 EIF4EBP1 ERBB2 ERBB3 FGF2 FGFR2 FGFR3 FOXO3 GAB1 GAS6 GRB2 GSK3B HGF HRAS IGF1 IGF1R IL6 IL6R JAK1 JAK2 KDR KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MET MRAS MTOR MYC NF1 NRAS NRG1 NRG2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTEN RAF1 RPS6 RPS6KB1 RPS6KB2 RRAS RRAS2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SRC STAT3 TGFA VEGFA WP_EICOSANOID_METABOLISM_VIA_CYCLOOXYGENASES_COX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EICOSANOID_METABOLISM_VIA_CYCLOOXYGENASES_COX ACAA1 ACOX1 ACOX2 ACOX3 AKR1B1 CYP4A11 CYP4A22 CYP4F12 CYP4F2 EHHADH HPGD PLA2G4A PLA2G4B PLA2G5 PLA2G6 PPARD PPARG PRXL2B PTGDR PTGDR2 PTGDS PTGES PTGFR PTGIR PTGIS PTGR1 PTGR2 PTGS1 PTGS2 TBXA2R TBXAS1 WP_EICOSANOID_METABOLISM_VIA_CYTOCHROME_P450_MONOOXYGENASES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EICOSANOID_METABOLISM_VIA_CYTOCHROME_P450_MONOOXYGENASES_PATHWAY CYP2C18 CYP2C8 CYP4A11 CYP4A22 CYP4F12 CYP4F2 EPHX2 PPARA PPARG WP_EICOSANOID_METABOLISM_VIA_LIPOOXYGENASES_LOX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EICOSANOID_METABOLISM_VIA_LIPOOXYGENASES_LOX ACAA1 ACOX1 ACOX2 ACOX3 ALOX12 ALOX15 ALOX15B ALOX5 CYP4A11 CYP4A22 CYP4F12 CYP4F2 CYSLTR1 CYSLTR2 DPEP1 EHHADH FPR2 GGT5 HPGD LTA4H LTB4R LTB4R2 LTC4S PPARA PPARD PTGR1 PTGR2 TRPA1 TRPV1 WP_EICOSANOID_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EICOSANOID_SYNTHESIS AKR1C3 ALOX12 ALOX15 ALOX15B ALOX5 ALOX5AP CBR1 DPEP1 GGT1 LTA4H LTC4S PLA2G4A PLA2G4B PLA2G5 PLA2G6 PRXL2B PTGDS PTGES PTGES2 PTGIS PTGS1 PTGS2 TBXAS1 WP_ELECTRON_TRANSPORT_CHAIN_OXPHOS_SYSTEM_IN_MITOCHONDRIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ELECTRON_TRANSPORT_CHAIN_OXPHOS_SYSTEM_IN_MITOCHONDRIA ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5IF1 ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO COX11 COX15 COX17 COX4I1 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7C COX8A DMAC2L MT-ATP6 MT-ATP8 MT-CO1 MT-CO2 MT-CO3 MT-CYB MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 SCO1 SDHA SDHB SDHC SDHD SLC25A14 SLC25A27 SLC25A4 SLC25A5 SLC25A6 SURF1 UCP1 UCP2 UCP3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ WP_EMBRYONIC_STEM_CELL_PLURIPOTENCY_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EMBRYONIC_STEM_CELL_PLURIPOTENCY_PATHWAYS ACTR2 ACVR1 ACVR2B AKT1 AKT2 AKT3 APC ARAF AXIN1 BMP4 BMPR1A BMPR1B BMPR2 BRAF CTNNB1 DVL1 DVL2 DVL3 EGF EGFR ELK1 ERAS FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FOS FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GAB1 GRB2 GSK3B HNF1A HRAS IL6ST JAK1 JUN LIF LIFR LRP5 LRP6 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K6 MAPK1 MAPK12 MAPK4 MAPK6 MAPK7 MDM2 MTOR NOG PDGFA PDGFB PDGFRA PDGFRB PIK3CD PIK3R2 PTEN PTPN11 RAF1 SELENOP SMAD1 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SOS1 STAT3 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B WP_ENDOCHONDRAL_OSSIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOCHONDRAL_OSSIFICATION ACAN ADAMTS1 ADAMTS4 ADAMTS5 AKT1 ALPL BMP6 BMP7 BMPR1A CAB39 CALM1 CDKN1C CHST11 COL10A1 COL2A1 CST5 CTSV DDR2 ENPP1 FGF18 FGF2 FGFR1 FGFR3 FRZB GH1 GHR GLI3 HDAC4 HMGCS1 IFT88 IGF1 IGF1R IGF2 IHH KIF3A MEF2C MGP MMP13 MMP9 NKX3-2 PLAT PLAU PRKACA PTCH1 PTH PTH1R PTHLH RUNX2 RUNX3 SCIN SERPINH1 SLC38A2 SOX5 SOX6 SOX9 SPP1 STAT1 STAT5B TGFB1 TGFB2 THRA TIMP3 VEGFA WP_ENDOCHONDRAL_OSSIFICATION_WITH_SKELETAL_DYSPLASIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOCHONDRAL_OSSIFICATION_WITH_SKELETAL_DYSPLASIAS ACAN ADAMTS1 ADAMTS4 ADAMTS5 AKT1 ALPL BMP6 BMP7 BMPR1A CAB39 CALM1 CDKN1C CHST11 COL10A1 COL2A1 CST5 CTSV DDR2 ENPP1 FGF18 FGF2 FGFR1 FGFR3 FRZB GH1 GHR GLI3 HDAC4 HMGCS1 IFT88 IGF1 IGF1R IGF2 IHH KIF3A MEF2C MGP MMP13 MMP9 NKX3-2 PLAT PLAU PRKACA PTCH1 PTH PTH1R PTHLH RUNX2 RUNX3 SCIN SERPINH1 SLC38A2 SOX5 SOX6 SOX9 SPP1 STAT1 STAT5B TGFB1 TGFB2 THRA TIMP3 VEGFA WP_ENDODERM_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDODERM_DIFFERENTIATION ACACA AEBP2 AHDC1 APC APP ASCC3 ATP8B2 BCORL1 BMP7 BMPR1A BPTF BTAF1 C1QBP CAND1 CDC73 CDYL CEBPZ CEP250 CER1 CRTC1 CTBP2 CTNNB1 CTR9 CUL4B DAB2 DDAH1 DIP2A DKK1 DNMT3B DUSP2 DUSP4 DUSP5 ELAVL1 ELK4 ELP4 EMSY EOMES EPB41L5 EXT1 EZH2 FOXA1 FOXA2 FOXH1 FOXN3 FOXO1 GATA4 GATA6 GDF3 GLI2 GRHL2 HHEX HNF1B HOXA1 HOXC11 HPRT1 JARID2 KDM4A LAMC1 LEF1 LEO1 LHX1 LRPPRC MAD2L2 MAP2K3 MBTD1 MIR141 MIR373 MIR375 MIXL1 MTF2 NAA15 NABP2 NANOG NCAPG2 NKX2-1 NLK NME1 NODAL NOG NOTCH1 NR3C1 ONECUT1 OTX2 PABPC1 PAF1 PARP8 PAX3 PAX9 PBX1 PBX3 PHF6 PIAS1 PLCH1 POU5F1 PRDM14 PTHLH RAB38 RARG RFX7 RGS10 RTF1 SESN1 SFMBT1 SFRP1 SIAH2 SLC2A12 SMAD2 SMAD3 SMAD4 SOX17 SOX2 SOX21 SOX7 SP4 STAT1 TAF4B TAF5 TBX21 TCEAL2 TCF4 TCF7 TCF7L1 TET1 TGFB1 TNRC6C TOX TOX3 TRERF1 TRIM5 TRIM71 UBR5 VAV3 WDFY2 WDHD1 WNT3 WNT8A WWC1 ZBTB17 ZFHX4 ZIC3 ZIC5 ZNF281 ZNF462 WP_ENDOMETRIAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOMETRIAL_CANCER AKT1 AKT2 AKT3 APC APC2 ARAF AXIN1 AXIN2 BAD BAK1 BAX BRAF CASP9 CCND1 CDH1 CDKN1A CTNNA1 CTNNA2 CTNNA3 CTNNB1 DDB2 EGF EGFR ELK1 ERBB2 FGF1 FGF2 FGFR1 FGFR2 FGFR3 FOS FOXO3 GADD45A GADD45B GADD45G GRB2 GSK3B HRAS ILK KRAS LEF1 MAP2K1 MAP2K2 MAPK1 MAPK3 MYC NRAS PDPK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 POLK PTEN RAF1 SOS1 SOS2 TCF7 TCF7L1 TCF7L2 TP53 WP_ENDOPLASMIC_RETICULUM_STRESS_RESPONSE_IN_CORONAVIRUS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOPLASMIC_RETICULUM_STRESS_RESPONSE_IN_CORONAVIRUS_INFECTION ATF4 ATF6 BCL2 DDIT3 EIF2AK1 EIF2AK2 EIF2AK3 EIF2S1 ERN1 HSPA5 MAP1LC3A MAPK8 MBTPS1 MBTPS2 PPP1CA PPP1CB PPP1CC PPP1R10 PPP1R11 PPP1R12A PPP1R12B PPP1R12C PPP1R13B PPP1R14A PPP1R14B PPP1R14C PPP1R14D PPP1R15A PPP1R15B PPP1R16A PPP1R16B PPP1R1A PPP1R1B PPP1R1C PPP1R2 PPP1R3A PPP1R3B PPP1R3C PPP1R3D PPP1R3E PPP1R3F PPP1R3G PPP1R7 PPP1R8 PPP1R9A XBP1 WP_ENDOTHELIN_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENDOTHELIN_PATHWAYS ADCY10 ADRA1A ADRB1 ATP2A2 CAD CALCA CALCRL CALM1 CNN1 ECE1 EDN1 EDNRA EDNRB GNA15 GNAI1 GNAS GNB5 GNG13 GUCY1B2 MAP2K1 MAPK1 MT-CO2 MYL1 MYLK NOS3 NPY NPY1R PLCB1 PRKCA PTGIR RAF1 RAMP1 RIIAD1 WP_ENERGY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENERGY_METABOLISM ATF2 BORCS8-MEF2B CAMK2G CAMK4 CREB1 EP300 ESRRA FOXO1 FOXO3 GABPA GSK3B HDAC1 MAPK14 MED1 MEF2A MEF2B MEF2C MEF2D MYBBP1A NCOA1 NRF1 PPARA PPARD PPARG PPARGC1A PPARGC1B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPRC1 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRMT1 RXRA SIRT1 SIRT3 TFAM TFB1M TFB2M UCP2 UCP3 WP_ENTEROCYTE_CHOLESTEROL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENTEROCYTE_CHOLESTEROL_METABOLISM ABCA1 ABCG5 ABCG8 ACAT2 APOA1 APOA4 APOB CD36 CYP51A1 DGAT1 DHCR24 DHCR7 EBP FABP2 FDFT1 FDPS HMGCR HMGCS1 HSD17B7 IDI1 LBR LDLR LSS MGAT1 MSMO1 MTTP MVD MVK NPC1L1 NSDHL PMVK SAR1B SC5D SLC27A4 SQLE TM7SF2 WP_ENTEROHEPATIC_CIRCULATION_OF_BILE_ACIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENTEROHEPATIC_CIRCULATION_OF_BILE_ACIDS ABCB1 ABCB11 ABCC2 ABCC3 ABCC4 FABP6 SLC10A1 SLC10A2 SLC51A SLC51B SLCO1B1 SLCO1B3 WP_ENVELOPE_PROTEINS_AND_THEIR_POTENTIAL_ROLES_IN_EDMD_PHYSIOPATHOLOGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ENVELOPE_PROTEINS_AND_THEIR_POTENTIAL_ROLES_IN_EDMD_PHYSIOPATHOLOGY ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 BANF1 CCN2 CFL1 EMD GRB2 HRAS KIF5B KRAS LBR LEMD3 MAP2K1 MAP2K2 MAP3K9 MAPK1 MAPK3 NRAS PLEC RHOA SMAD2 SMAD3 SMAD4 SOS1 SOS2 SRF SUN1 SYNE1 SYNE2 SYNE3 SYNE4 TAFAZZIN TGFB1 TGFB2 TGFB3 TMEM43 TMPO YY1AP1 WP_EPAC1_AND_PKA_REDUCTION_OF_RETINAL_INFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EPAC1_AND_PKA_REDUCTION_OF_RETINAL_INFLAMMATION IL1B NEK7 NLRP3 PRKACB PRKAR1A PRKAR1B PRKAR2A RAPGEF3 WP_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_IN_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EPITHELIAL_TO_MESENCHYMAL_TRANSITION_IN_COLORECTAL_CANCER AKT1 AKT2 AKT3 CDH1 CDH2 CDKL2 CLDN1 CLDN10 CLDN11 CLDN12 CLDN14 CLDN15 CLDN16 CLDN17 CLDN18 CLDN19 CLDN2 CLDN20 CLDN22 CLDN23 CLDN24 CLDN3 CLDN4 CLDN5 CLDN6 CLDN7 CLDN8 CLDN9 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 CRB3 CTDSP1 CTNNB1 DLK1 DLL1 DLL3 DLL4 DSP EED EIF5A2 EZH2 FMNL2 FN1 FOXC2 FOXM1 FOXQ1 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GDF15 GRB2 GSK3B HIF1A HRAS ID1 ID2 ITGA5 JAG1 JAG2 JUP KRAS LATS2 LRP5 LRP6 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MEF2D MIR9-2 MMP15 MMP2 MMP9 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NR2C2 NRP2 NUBPL OCLN PAK1 PALS1 PDCD6 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PKD1 PKP1 PKP2 PROX1 RAF1 RBBP4 RBPJ SHC1 SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 SOS1 SOS2 SPARC STRAP SUZ12 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TJP1 TMPRSS4 TP53 TRAF6 TUSC3 TWIST1 TWIST2 VTN WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B ZEB1 ZEB2 WP_EPO_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EPO_RECEPTOR_SIGNALING AKT1 CISH EPO EPOR GRB2 IRS1 IRS2 JAK2 MAP2K1 MAP2K2 MAPK1 MAPK3 PDK1 PIK3CG PTPRC PTPRU RAF1 RASA1 SHC1 SOCS1 SOS1 SRC STAT1 STAT3 STAT5A STAT5B WP_ERBB_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ERBB_SIGNALING ABL1 ABL2 AKT1 AKT2 AKT3 ARAF AREG BAD BCL2L11 BRAF BTC BUB1B-PAK6 CAMK2A CAMK2B CAMK2D CAMK2G CBL CBLB CCND1 CDKN1A CDKN1B CRK CRKL EGF EGFR EIF4EBP1 ELK1 ERBB2 ERBB3 ERBB4 EREG FOXO1 GAB1 GRB2 GSK3B HBEGF HRAS JUN KRAS MAP2K1 MAP2K2 MAP2K4 MAP2K7 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MDM2 MIR21 MTOR MYC NCK1 NCK2 NRAS NRG1 NRG2 NRG3 NRG4 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDPK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PLCG2 PRKCA PRKCB PRKCG PTK2 RAF1 RPS6KB1 RPS6KB2 SHC1 SHC2 SHC3 SHC4 SOS1 SOS2 SRC STAT5A STAT5B TGFA TP53 WP_ERK_PATHWAY_IN_HUNTINGTONS_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ERK_PATHWAY_IN_HUNTINGTONS_DISEASE BDNF CASP3 CASP7 CREB1 EGF EGFR ELK1 GRM1 HRAS HTT MAP2K1 MAP2K2 MAPK1 MAPK3 NTRK2 RAF1 RPS6KA5 WP_ESTRADIOL_REGULATION_IN_PORTOSINUSOIDAL_VASCULAR_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTRADIOL_REGULATION_IN_PORTOSINUSOIDAL_VASCULAR_DISEASE CALM1 ESR1 KCNN3 SP1 SP3 WP_ESTROGEN_METABOLISM_WP5276 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTROGEN_METABOLISM_WP5276 AKR1C3 COMT CYP19A1 CYP1A2 CYP1B1 CYP2C19 CYP2C8 CYP2C9 CYP3A4 CYP3A5 CYP3A7 HSD17B1 HSD17B10 HSD17B14 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD17B8 SULT1E1 UGT1A10 UGT1A8 UGT2A2 UGT2B7 WP_ESTROGEN_METABOLISM_WP697 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTROGEN_METABOLISM_WP697 ARSD ARSL COMT CYP1A1 CYP1A2 CYP1B1 CYP3A4 GSTA1 GSTM1 NQO1 STS SULT1A1 SULT1E1 UGT1A1 UGT1A3 UGT1A6 UGT1A9 UGT2B7 WP_ESTROGEN_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTROGEN_RECEPTOR_PATHWAY ACOX1 CYP1A1 CYP1A2 CYP1B1 ESR1 GPAM JUN NR0B2 PCK1 PDK4 PPARA SP1 STAT3 WP_ESTROGEN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ESTROGEN_SIGNALING AKT1 BCL2 BRAF CHUK CREB1 ELK1 ESR1 FOS GNAS GNB1 GNGT1 GPER1 IKBKB IKBKG JUN MAP2K1 MAPK1 MAPK14 MAPK9 NFKB1 PIK3CA PRKACA SP1 WP_ETHANOL_EFFECTS_ON_HISTONE_MODIFICATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ETHANOL_EFFECTS_ON_HISTONE_MODIFICATIONS ACSS2 ADH1A ADH1B ADH1C AHCY ALDH1A1 ALDH1A2 ALDH1A3 ALDH2 ATF2 CYP2E1 DHFR EHMT2 ELP3 HAT1 HDAC1 HDAC10 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 KAT2B MAT1A MTHFR MTR SLC19A1 TYMS WP_ETHANOL_METABOLISM_PRODUCTION_OF_ROS_BY_CYP2E1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ETHANOL_METABOLISM_PRODUCTION_OF_ROS_BY_CYP2E1 CYP2E1 MAFF MAFG MAFK MAP2K1 MAP2K2 MAPK8 NFE2L2 SP1 WP_ETHER_LIPID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ETHER_LIPID_BIOSYNTHESIS AGPS ARSA CEPT1 DHRS7B FAR1 FAR2 GAL3ST1 GNPAT LPCAT1 LPIN1 LPIN2 LPIN3 PEDS1 PEX1 PEX16 PEX19 PEX3 PEX5L PEX7 UGT8 WP_EUKARYOTIC_TRANSCRIPTION_INITIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EUKARYOTIC_TRANSCRIPTION_INITIATION CCNH CDK7 ERCC2 ERCC3 GTF2A2 GTF2B GTF2E1 GTF2E2 GTF2F2 GTF2H1 GTF2H2 GTF2H2C GTF2H3 GTF2H4 ILK MNAT1 POLR1A POLR1B POLR1D POLR1E POLR2A POLR2B POLR2C POLR2E POLR2F POLR2G POLR2H POLR2I POLR2J POLR2K POLR3B POLR3D POLR3E POLR3H POLR3K TAF12 TAF13 TAF5 TAF6 TAF7 TAF9 TBP WP_EV_RELEASE_FROM_CARDIAC_CELLS_AND_THEIR_FUNCTIONAL_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EV_RELEASE_FROM_CARDIAC_CELLS_AND_THEIR_FUNCTIONAL_EFFECTS CXCL12 ERBB4 KLF2 MIR126 MIR143 MIR146A MIR150 MYB PRL RGS16 TNF WP_EXERCISEINDUCED_CIRCADIAN_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXERCISEINDUCED_CIRCADIAN_REGULATION AZIN1 BMAL1 BTG1 CBX3 CEBPB CLDN5 CLOCK CRY1 CRY2 DAZAP2 DNAJA1 EIF4G2 ERC2 ETV6 G0S2 GFRA1 GSTM3 GSTP1 H2BC15 HERPUD1 HLA-DMA HSPA8 IDI1 KLF9 MYF6 NCKAP1 NCOA4 NR1D2 PER1 PER2 PIGF PPP1R3C PPP2CB PSMA4 PURA QKI RBPMS SF3A3 STBD1 SUMO1 SUMO3 TAB2 TOB1 TUBB3 UCP3 UGP2 VAPA ZFR WP_EXRNA_MECHANISM_OF_ACTION_AND_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXRNA_MECHANISM_OF_ACTION_AND_BIOGENESIS AGO2 DGCR8 DICER1 DROSHA ERI1 XPO5 WP_EXTRACELLULAR_VESICLEMEDIATED_SIGNALING_IN_RECIPIENT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXTRACELLULAR_VESICLEMEDIATED_SIGNALING_IN_RECIPIENT_CELLS AKT1 APC AXIN1 CTNNB1 DKK4 EGFR ERBB2 HGF HRAS KRAS MET MFGE8 MTOR NRAS PROM1 RAF1 SMAD2 SMAD3 SMAD4 TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TSPAN8 WNT3A WNT5A WP_EXTRACELLULAR_VESICLES_IN_THE_CROSSTALK_OF_CARDIAC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXTRACELLULAR_VESICLES_IN_THE_CROSSTALK_OF_CARDIAC_CELLS BIRC5 CD63 CD81 EGF EGFR ETS2 GATA4 HSPB1 IGF1 IL6 KDR MIR19A MIR455 MMP9 PDLIM5 PTEN SOD1 SORBS2 SPP1 STAT3 TLR4 WP_EXTRAFOLLICULAR_AND_FOLLICULAR_B_CELL_ACTIVATION_BY_SARSCOV2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_EXTRAFOLLICULAR_AND_FOLLICULAR_B_CELL_ACTIVATION_BY_SARSCOV2 AICDA BACH2 BCL6 BCR BLNK BTLA C3 C4A CCL19 CCL21 CCR7 CD19 CD1D CD22 CD40 CD40LG CD69 CD79A CD80 CD82 CR1 CR2 CRP CXCL12 CXCL13 CXCR4 CXCR5 EBI3 ETS1 FCRL5 FOXO1 GPR183 HSPA8 ICOS ICOSLG IFIT2 IFITM1 IFNAR2 IFNG IFNG-AS1 IL10 IL12A IL2 IL21 IL4 IL6 IRF4 IRF8 ISG15 ITGAX ITGB2 MAF MFGE8 MS4A1 NEAT1 PAX5 PDCD1 PRDM1 PTCRA PTPRC SELL SH2D1A SLAMF7 STAT5A SYK TBX21 TLR4 TLR7 TMSB10 TNF TNFSF13 TNFSF13B XBP1 ZEB2 WP_FACTORS_AND_PATHWAYS_AFFECTING_INSULINLIKE_GROWTH_FACTOR_IGF1AKT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FACTORS_AND_PATHWAYS_AFFECTING_INSULINLIKE_GROWTH_FACTOR_IGF1AKT_SIGNALING ACVR2B AKT1 AKT1S1 DEPTOR EIF2B2 EIF4E FBXO32 GSK3B IGF1 IGF1R IGFBP5 ILK IRS1 ITGB1 MAP1LC3A MAPKAP1 MLST8 MSTN MTOR NEB NFKB1 PDK1 PIK3CG PLD1 PPARGC1A PRKAB1 PTEN RICTOR RPS6KB1 RPTOR SMAD2 SMAD3 TNFRSF1A TNFSF9 TRIM63 WASL WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_1 ANGPTL3 ANGPTL4 ANGPTL8 APOA1 APOA2 APOA4 APOA5 APOC2 CETP GPIHBP1 LCAT LDLR LIPC LMF1 LPL LRP1 PLTP SEL1L WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_2 APOA1 APOA2 APOA4 APOB CETP EPHX2 GHR GPIHBP1 LCAT LDLR LDLRAP1 LIPC LPL PCSK9 PLTP USF1 WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_3 APOA1 APOA2 APOA4 APOE CETP LCAT LDLR LIPC LPL LRP1 PLTP SCARB1 VLDLR WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_4 ACSS1 APOA1 APOA2 APOA4 APOA5 APOC2 CETP DGAT2 FAS GCK GCKR GPIHBP1 LCAT LDLR LIPC LMF1 LPL LRP1 MTTP PDIA2 PLTP SEL1L WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_HYPERLIPIDEMIA_TYPE_5 APOA1 APOA2 APOA4 APOA5 APOC2 CETP GPIHBP1 LCAT LDLR LIPC LMF1 LPL LRP1 PLTP SEL1L WP_FAMILIAL_PARTIAL_LIPODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAMILIAL_PARTIAL_LIPODYSTROPHY AKT2 BANF1 CEBPA CIDEA CIDEC FABP4 FNTA GATA2 GATA3 ICMT INS KLF2 KLF5 KLF9 LIPE LMNA LMNB1 LMNB2 LPL MAPK9 MGLL PIK3CA PLIN1 PNPLA2 PPARA PPARG PRRX1 SREBF1 STAT5B ZMPSTE24 WP_FARNESOID_X_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FARNESOID_X_RECEPTOR_PATHWAY ABCB11 ABCB4 BAAT CYP3A4 CYP7A1 CYP8B1 FGF19 FKBP5 IP6K3 IRS2 NR0B2 NR1H4 PPARGC1A RXRA SLC10A1 SLC27A5 SLCO2B1 SULT2A1 UGT2B4 WP_FAS_LIGAND_PATHWAY_AND_STRESS_INDUCTION_OF_HEAT_SHOCK_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FAS_LIGAND_PATHWAY_AND_STRESS_INDUCTION_OF_HEAT_SHOCK_PROTEINS ACTA1 ACTB ACTG1 APAF1 ARHGDIB BCL2 CASP10 CASP3 CASP6 CASP7 CASP8 CASP9 CFLAR CYCS DAXX DFFA DFFB FADD FAF1 FAS FASLG HSPB1 IL1A JUN LMNA LMNB1 LMNB2 MAP2K4 MAP3K1 MAP3K7 MAPK8 MAPKAPK2 MAPKAPK3 MIR34C NFX1 PAK1 PAK2 PARP1 PRKDC RB1 RIPK2 SMIM40 SPTAN1 TNF WP_FATTY_ACIDS_AND_LIPOPROTEINS_TRANSPORT_IN_HEPATOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACIDS_AND_LIPOPROTEINS_TRANSPORT_IN_HEPATOCYTES AAK1 ABCA1 ABCD1 ABCD2 ABCD3 ABCD4 ABL1 ACAA1 ACAA2 ACAD10 ACAD11 ACADM ACADS ACAT1 ACAT2 ACKR2 ACKR4 ACLY ACOX1 ACOX2 ACOX3 ACOXL ACSL1 ACSL3 ACSL5 ACSL6 ADIPOQ AGER AMPH ANK2 ANKFY1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 AP3M1 AP3M2 APLP1 APOA1 APOA2 APOA4 APOA5 APOB APOBR APOC1 APOC2 APOC3 APOC4 APOE APOF APOH APOL1 APOM APOO APP ARC ARHGAP27 ARR3 ARRB2 ARV1 ASGR1 ASGR2 ATP6V1H ATP9A ATP9B AUH BCL2L1 BDH2 BECN1 BIN1 BIN3 BTBD8 C9orf72 CALY CAV3 CD163 CD163L1 CD209 CD320 CD5 CD5L CD6 CDC42 CES1 CETP CFI CFTR CLCN5 CLEC10A CLEC4F CLEC4M CLEC9A CLINT1 CLIP3 CLN3 CLTA CPT1A CPT1B CPT1C CPT2 CROT CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CTTN CUBN CYB5R3 CYP51A1 CYTH2 DAB2 DBI DBNL DECR1 DENND1A DENND1B DENND1C DGKD DHCR24 DHCR7 DMBT1 DNER DNM1 DNM1L DNM2 DNM3 DPYSL2 EBP ECH1 ECHDC1 ECHDC2 ECHS1 ECI1 ECI2 EEA1 EHBP1 EHD1 EHD2 EHD3 EHD4 EHHADH ENDOU ENPP1 ENPP2 ENTHD1 EPN1 EPN2 EPN3 EPS15 EPS15L1 EQTN ESYT2 FABP1 FABP2 FABP3 FABP4 FCHO1 FCHO2 FCHSD2 FDFT1 FDPS FKBP15 FNBP1 FNBP1L G6PD GAPVD1 GHR HADH HADHA HADHB HDLBP HEATR5A HEATR5B HHIPL1 HIP1 HIP1R HMGCR HMGCS1 HMGCS2 HOOK2 HRAS HSD17B10 HSD17B4 HSD17B7 IDI1 IDI2 ILDR1 INPPL1 INSIG1 INSIG2 ITSN1 ITSN2 LBR LCAT LDLR LDLRAP1 LEP LGALS3BP LIPA LIPC LMBR1L LMBRD1 LOXL2 LOXL3 LOXL4 LPA LPL LRP1 LRP10 LRP12 LRP1B LRP2 LRP3 LRP4 LRP5 LRP6 LRP8 LRRK2 LSR LSS LY75 MARCHF2 MARCHF3 MARCO MCAT MIA2 MIA3 MIB1 MICALL1 MRC1 MRC2 MSMO1 MSR1 MTLN MTMR6 MTMR9 MVD MVK MYLIP MYO1E MYO6 NCKIPSD NECAP1 NECAP2 NME1 NOSTRIN NPC1 NPC1L1 NPC2 NSDHL OCIAD1 OCIAD2 OLR1 OPHN1 OSBPL5 PACSIN1 PACSIN2 PACSIN3 PCSK9 PCYOX1 PEX2 PEX5 PEX7 PGBD1 PICALM PIK3C2A PIK3C3 PIK3CB PIK3CG PIP5K1C PLA2G7 PLA2R1 PLPP6 PLTP PMVK PON1 PPARD PRG4 PRKAA1 PRKAA2 PRSS12 PSTPIP1 RAB17 RAB1A RAB22A RAB34 RAB5A RAB5B RAB5C RAB7A RABEP1 RABEP2 RABGAP1L RABGEF1 RALBP1 REPS1 REPS2 RHOJ RHOQ RHOU RHOV RIN1 RIN2 RIN3 RINL RUBCN RUFY1 SAA1 SAA2 SAA2-SAA4 SAA4 SCAMP1 SCARA3 SCARA5 SCARB1 SCARB2 SCARF2 SCP2 SELENOS SERINC1 SESN2 SGIP1 SH3BP4 SH3GL1 SH3GL2 SH3GL3 SH3KBP1 SHH SIGLEC1 SLC25A17 SLC27A1 SLC27A2 SLC27A3 SLC27A4 SLC5A8 SNX10 SNX18 SNX2 SNX33 SNX5 SNX9 SOAT1 SOAT2 SORL1 SORT1 SRL SSC4D SSC5D STAB2 STAR STARD3 STEAP2 STON1 STON1-GTF2A1L STON2 SURF4 SYNJ1 SYNRG SYP TEX261 TFRC TM7SF2 TMPRSS13 TMPRSS15 TMPRSS2 TMPRSS3 TMPRSS4 TMPRSS5 TNK2 TOM1 TRIP10 TSC2 UNC119 USP20 USP33 VDAC1 VLDLR VTN WASF2 ZFYVE9 WP_FATTY_ACID_BETAOXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACID_BETAOXIDATION ACADL ACADM ACADS ACADVL ACAT1 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS2 CHKB CPT1A CPT1B CPT2 CRAT DECR1 DLD ECHS1 ECI1 GCDH GK GK2 GPD2 HADH HADHA HADHB LIPC LIPE LIPF LPL PNPLA2 SLC25A20 TPI1 WP_FATTY_ACID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACID_BIOSYNTHESIS ACAA2 ACACA ACACB ACLY ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACSS2 DECR1 ECH1 ECHDC1 ECHDC2 ECHDC3 ECHS1 FASN HADH MECR PC PECR SCD WP_FATTY_ACID_OMEGAOXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACID_OMEGAOXIDATION ADH1A ADH1B ADH1C ADH4 ADH6 ADH7 ALDH1A1 ALDH2 CYP1A1 CYP1A2 CYP2A6 CYP2D6 CYP2E1 CYP3A4 CYP4A11 WP_FATTY_ACID_TRANSPORTERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FATTY_ACID_TRANSPORTERS ACSBG1 ACSBG2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 CD36 DBI FABP1 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FABP9 SLC27A4 WP_FBXL10_ENHANCEMENT_OF_MAPERK_SIGNALING_IN_DIFFUSE_LARGE_BCELL_LYMPHOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FBXL10_ENHANCEMENT_OF_MAPERK_SIGNALING_IN_DIFFUSE_LARGE_BCELL_LYMPHOMA BCL6 BCOR DUSP6 EED EZH2 H2AB1 H2AB2 H2AB3 H2AJ H2AX H2AZ1 H2AZ2 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H3C8 KDM2B MACROH2A1 MACROH2A2 MAPK1 MAPK3 PCGF1 RNF2 SUZ12 WP_FEMALE_STEROID_HORMONES_IN_CARDIOMYOCYTE_ENERGY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FEMALE_STEROID_HORMONES_IN_CARDIOMYOCYTE_ENERGY_METABOLISM ACADM ACLY AKT2 APOB ESR1 ESRRA HADHB MAPK1 MTTP NOS3 PPARA PPARGC1B SLC2A4 STK11 WP_FERROPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FERROPTOSIS ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 AIFM2 AKR1C1 AKR1C2 AKR1C3 ALOX15 ATG5 ATG7 BACH1 CBS CHMP5 CHMP6 CISD1 COQ2 CP CTH CYBB DPP4 FDFT1 FTH1 FTL FTMT GCH1 GCLC GCLM GPX4 GSS HMGCR HMOX1 HSPB1 IREB2 LPCAT3 MAP1LC3A MAP1LC3B MAP1LC3C NCOA4 NOX1 NOX4 PCBP1 PCBP2 PHKG2 POR PRNP SAT1 SAT2 SLC11A2 SLC1A5 SLC38A1 SLC39A14 SLC39A8 SLC3A2 SLC40A1 SLC7A11 STEAP3 TF TFRC TP53 TXNRD1 VDAC2 VDAC3 WP_FGF23_SIGNALING_IN_HYPOPHOSPHATEMIC_RICKETS_AND_RELATED_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FGF23_SIGNALING_IN_HYPOPHOSPHATEMIC_RICKETS_AND_RELATED_DISORDERS ALPL CCND1 CDKN1A CYP11B2 CYP24A1 CYP27B1 DMP1 ENPP1 FAM20C FGF23 FGFR2 FGFR3 GALNT3 KL NFKB1 NFKB2 ORAI1 PHEX PTH ROS1 SLC34A1 SLC34A3 SPP1 WP_FGFR3_SIGNALING_IN_CHONDROCYTE_PROLIFERATION_AND_TERMINAL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FGFR3_SIGNALING_IN_CHONDROCYTE_PROLIFERATION_AND_TERMINAL_DIFFERENTIATION ATG5 BMP2 BMP4 CDKN1A CNP FGF18 FGF9 FGFR3 IHH MAP2K1 MAP2K2 MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 NPR2 PPP2CA PTH1R PTHLH RAF1 RBL1 SNAI1 SOX9 STAT1 THRA WP_FIBRIN_COMPLEMENT_RECEPTOR_3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FIBRIN_COMPLEMENT_RECEPTOR_3_SIGNALING AKT1 CBLB CCL2 CD14 CHUK CXCL10 CXCL3 FGA FGB FGG IFNB1 IKBKB IKBKG IL12B IL6 IRAK1 IRAK2 IRAK4 IRF3 ITGAM ITGB2 LBP LY96 MYD88 NFKB1 NOS2 PIK3CA PLAT PLG RASSF5 REL RELA RHOA SRC SYK TICAM1 TICAM2 TIRAP TLR3 TLR4 TNF TRAF6 TYROBP WP_FLUOROACETIC_ACID_TOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FLUOROACETIC_ACID_TOXICITY ACO2 ACSS2 ALDH2 ALDH3A2 ALDH9A1 CS WP_FLUOROPYRIMIDINE_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FLUOROPYRIMIDINE_ACTIVITY ABCC3 ABCC4 ABCC5 ABCG2 CDA CES1 CES2 CYP2A6 DHFR DPYD DPYS ERCC2 FPGS GGH MIR29C MTHFR PPAT RRM1 RRM2 SLC22A7 SLC29A1 SMUG1 TDG TK1 TP53 TYMP TYMS UCK1 UCK2 UMPS UPB1 UPP1 UPP2 XRCC3 WP_FOCAL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOCAL_ADHESION ACTB ACTG1 ACTN1 ACTN4 AKT1 AKT2 AKT3 ARHGAP35 ARHGAP5 BAD BCAR1 BCL2 BIRC2 BIRC3 BLK BRAF BUB1B-PAK6 CAPN2 CAV1 CAV2 CAV3 CCND1 CCND2 CCND3 CDC42 CHAD COL1A1 COL1A2 COL2A1 COL4A1 COL4A2 COL4A4 COL4A6 COL5A2 COL5A3 COL6A2 COMP CRK CRKL CTNNB1 DIAPH1 DOCK1 EGF EGFR ELK1 EMP2 ERBB2 FGR FLNA FLNB FLNC FLT1 FN1 FYN GRB2 GSK3B HCK HGF HRAS IBSP IGF1 IGF1R ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JUN KDR LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 MAP2K1 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MET MYL10 MYL11 MYL12A MYL12B MYL2 MYL5 MYL7 MYL9 MYLK MYLK2 MYLK3 MYLK4 PAK1 PAK2 PAK3 PAK4 PAK6 PARVA PARVB PARVG PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PGF PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PIP5K1C PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R12B PPP1R12C PRKCA PRKCB PRKCG PTEN PTK2 PTK6 PXN RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF1 RASGRF1 RELN RHOA ROCK1 ROCK2 SHC1 SHC2 SHC3 SHC4 SOS1 SPP1 SRC SRMS STYK1 TESK2 THBS1 THBS2 THBS3 THBS4 TLN1 TLN2 TNC TNK1 TNK2 TNN TNR TNXB TXK VASP VAV1 VAV2 VAV3 VCL VEGFA VEGFB VEGFC VEGFD VTN VWF XIAP ZYX WP_FOCAL_ADHESION_PI3KAKTMTORSIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOCAL_ADHESION_PI3KAKTMTORSIGNALING ACACA AKT1 AKT1S1 AKT2 AKT3 ANGPT1 ANGPT2 ANGPT4 ATF2 ATF4 ATF6B BAD CAB39 CAB39L CASP9 CDC37 CDKN1A CDKN1B CHAD CHRM1 CHRM2 COL11A1 COL11A2 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL4A2 COL4A4 COL4A6 COL5A1 COL5A2 COL5A3 COL6A2 COMP CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CRTC2 CSF1 CSF1R CSF3 CSF3R CSH1 DDIT4 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EIF4B EIF4E EIF4E1B EIF4E2 EIF4EBP1 ELAVL1 EPAS1 EPHA2 EPO EPOR F2R FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF3 FGF4 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT4 FN1 FOXA1 FOXO1 FOXO3 GHR GNB1 GNB2 GNB3 GNB4 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GSK3B GYS1 GYS2 HGF HIF1A HIF3A HRAS HSP90AA1 HSP90AB1 HSP90B1 IBSP IFNA7 IFNAR1 IFNAR2 IFNB1 IGF1 IGF1R IKBKB IKBKG IL2 IL2RA IL2RB IL2RG IL3RA IL4R IL6R IL7R INS INSR IRS1 IRS2 IRS4 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JAK1 JAK2 JAK3 KDR KIT KITLG KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LIPE LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MET MLST8 MTOR NGF NGFR NOS1 NOS2 NOS3 NRAS OSM OSMR PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PELO PFKFB1 PFKFB2 PFKFB3 PFKFB4 PGF PHLPP1 PHLPP2 PIK3C2A PIK3C2B PIK3CA PIK3CB PIK3CD PIK3CG PIK3IP1 PIK3R1 PIK3R2 PIK3R4 PIK3R5 PPARGC1A PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKAA1 PRKAA2 PRL PRLR PTEN PTK2 RAB10 RAB11B RAB14 RAB2A RAB8A RAF1 RELN RHEB RPS6 RPS6KB1 RPS6KB2 RPTOR SLC2A1 SLC2A2 SLC2A3 SLC2A4 SOS1 SPP1 SREBF1 STK11 STRADA TBC1D1 TCL1A TCL1B TEK THBS1 THBS2 THBS3 THBS4 TNC TNN TNR TNXB TSC1 TSC2 ULK1 VEGFA VEGFB VEGFC VEGFD VTN VWF WP_FOLATEALCOHOL_AND_CANCER_PATHWAY_HYPOTHESES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOLATEALCOHOL_AND_CANCER_PATHWAY_HYPOTHESES ADH5 ALDH1A1 ALDH1L1 CBS CEBPB CREB1 CYP2E1 MTHFR MTR WP_FOLATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOLATE_METABOLISM ABCA1 AHCY ALB APOA1 APOB CAT CBS CCL2 CRP CSF1 CTH DHFR F2 F7 FGA FGB FGG FLAD1 FOLR1 FOLR2 FOLR3 GART GPX1 GPX2 GPX3 GPX4 GPX6 HBA1 HBB ICAM1 IFNG IL1B IL2 IL4 IL6 INS INSR IZUMO1R LDLR MAT1A MPO MTHFD1 MTHFD2 MTHFR MTHFS MTR MTRR NFKB1 NFKB2 PLAT PLG RELA RFK SAA1 SAA2 SAA3P SAA4 SCARB1 SERPINA3 SERPINE1 SHMT1 SHMT2 SLC19A1 SLC46A1 SOD1 SOD2 SOD3 TNF TP53 WP_FOLLICLE_STIMULATING_HORMONE_FSH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOLLICLE_STIMULATING_HORMONE_FSH_SIGNALING AKT1 APPL1 AREG BDNF CGA CREB1 CYP19A1 EIF4EBP1 FOXO1 FSHB FSHR GRK6 H3-4 MAPK1 MAPK14 MAPK3 MTOR PRKACA PRKCA RAF1 RHEB RPS6 RPS6KB1 RPS6KB2 SGK1 SRC TSC2 WP_FOXA2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOXA2_PATHWAY ABCC2 ABCC3 ABCC4 ACACA APOB FASN FOXA1 FOXA2 FOXO1 GSTA1 GSTA2 GSTM2 INS IRS1 IRS2 MLXIPL MTTP PPARGC1B SLC27A5 SLCO1B1 SREBF1 WP_FOXP3_IN_COVID19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FOXP3_IN_COVID19 CD28 CD80 CD86 FOXP3 IL2 IL2RA IL2RB IL2RG IL6 IL6R IL6ST IL7R STAT3 STAT5A STAT5B WP_FRAGILE_X_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FRAGILE_X_SYNDROME ABAT ABCD3 AGAP2 AGO2 AKAP5 AKT1 AKT1S1 ALDH3A2 ALDH5A1 AP2A1 AP2B1 AP2M1 AP2S1 APP ARAF ARC ARHGAP32 BDNF BRAF CAMK1 CAMK2A CAMK2B CAMK4 CDKN2A CLTA CLTB CLTC CLTCL1 CNR1 CPT1A CREB1 CYFIP1 CYFIP2 DAG1 DEPTOR DICER1 DLG4 DLGAP3 DNM1 DNM2 DUSP3 EEF1A1 EIF4A1 EIF4E EIF4EBP2 EIF4G1 EPHA4 EPS8L1 FMR1 FYN GAB1 GABRA1 GABRB2 GABRD GABRG2 GAD1 GPHN GRB2 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B GRIP1 GRIP2 GRM1 GRM5 HCN1 HOMER1 HOXB8 ITPR1 KCNC1 KCND2 KRAS MAP1B MAP1LC3B MAP2K1 MAP2K2 MAPK1 MECP2 MKNK1 MLST8 MMP9 MTOR NF1 NTRK2 PDK1 PICK1 PIK3CB PLCB1 PLCG1 PPP1CA PPP2R5B PPP3CA PRKACA PRKAR1A PRKCA PTEN PTPN11 PTPN5 RAF1 RAP1GAP RHEB RPS6KB1 RPTOR SH3GL1 SH3GL3 SHANK1 SHC1 SLC16A1 SLC6A1 SOS1 SRC SYNGAP1 TARBP2 TBC1D7 TECR TELO2 TSC1 TSC2 TTI1 WP_FTO_OBESITY_VARIANT_MECHANISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_FTO_OBESITY_VARIANT_MECHANISM ARID5B FTO IRX3 IRX5 PPARGC1A PRDM16 TBX1 UCP1 WP_G13_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_G13_SIGNALING ARHGDIB ARHGDIG ARHGEF1 CALM1 CDC42 CFL1 CFL2 CIT CYFIP1 DIAPH1 GNA13 IQGAP1 IQGAP2 LIMK1 MAP3K4 MAPK10 MYBPH MYL1 PAK3 PFN1 PIK3CA PIK3CB PIK3CD PIK3R2 PIP4K2A PKN1 PPP1CB RAC1 RHOA RHPN2 ROCK1 ROCK2 RPS6KB1 RTKN SH3RF1 TNK2 WAS WASL WP_G1_TO_S_CELL_CYCLE_CONTROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_G1_TO_S_CELL_CYCLE_CONTROL ATF6B ATM CCNA1 CCNB1 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNG2 CCNH CDC25A CDC45 CDK1 CDK2 CDK4 CDK6 CDK7 CDKN1A CDKN1B CDKN1C CDKN2A CDKN2B CDKN2C CDKN2D CREB1 CREB3 CREB3L1 CREB3L3 CREB3L4 E2F1 E2F2 E2F3 GADD45A MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 MNAT1 MYC MYT1 ORC1 ORC2 ORC3 ORC4 ORC5 ORC6 PCNA POLA2 POLE POLE2 PRIM1 PRIM2 RB1 RPA1 RPA2 RPA3 TFDP1 TFDP2 TP53 WEE1 WP_GABA_METABOLISM_AKA_GHB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GABA_METABOLISM_AKA_GHB ABAT ADHFE1 AKR7A2 ALDH5A1 DPEP1 GAD1 GAD2 GLS GLS2 MAOB PON3 WP_GABA_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GABA_RECEPTOR_SIGNALING ABAT ALDH9A1 AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 GABBR1 GABBR2 GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ GAD1 GAD2 GPHN SLC32A1 SLC6A1 SLC6A11 WP_GALANIN_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GALANIN_RECEPTOR_PATHWAY ADIPOQ BCL2L11 CDKN1A CDKN1B CDKN1C CREB1 CRP FOS IL6 INS KRT19 POMC PPARG PPARGC1A PRKCD SLC2A4 TFAP2A UCP1 VAMP2 VEGFA YAP1 WP_GAMMAGLUTAMYL_CYCLE_FOR_THE_BIOSYNTHESIS_AND_DEGRADATION_OF_GLUTATHIONE_INCLUDING_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GAMMAGLUTAMYL_CYCLE_FOR_THE_BIOSYNTHESIS_AND_DEGRADATION_OF_GLUTATHIONE_INCLUDING_DISEASES DPEP1 GCLC GGCT GGT1 GSS OPLAH WP_GANGLIO_SERIES_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GANGLIO_SERIES_SPHINGOLIPID_METABOLISM B3GALT4 B4GALNT1 HEXA HEXB NEU3 NEU4 ST3GAL1 ST3GAL2 ST3GAL4 ST3GAL5 ST8SIA1 ST8SIA5 ST8SIA6 WP_GANGLIO_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GANGLIO_SPHINGOLIPID_METABOLISM A3GALT2 B3GALT1 B3GALT4 B4GALNT1 FUT1 SLC33A1 ST3GAL1 ST3GAL2 ST3GAL5 ST6GALNAC6 ST8SIA1 ST8SIA3 ST8SIA5 WP_GASTRIC_ACID_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GASTRIC_ACID_PRODUCTION CBLIF CCK GAST GRP MUC6 PGA3 PGA4 PGA5 PGC SCT VIP WP_GASTRIC_CANCER_NETWORK_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GASTRIC_CANCER_NETWORK_1 ACTL6A APC AURKA CASTOR3P CCNA1 CENPF CEP192 E2F7 ECT2 ESM1 GATD3 H3-3A H4C16 INO80D KIF15 KIF20B LIN9 MCM4 MYBL2 NOTCH1 NUP107 RNF216 RUVBL1 S100P SMOC2 TOP2A TPX2 UBE2C WP_GASTRIC_CANCER_NETWORK_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GASTRIC_CANCER_NETWORK_2 AHCTF1 ATAD2 BRIX1 CACYBP CD48 CEBPZ CHTF18 CHTF8 COL9A1 COL9A3 CTNNB1 DSCC1 EGFR FAM91A1 FANCI LBR LMNB2 MIRLET7E MTDH MYC OTUD5 PLAC8 RAD17 RFC3 RFC4 RNF144B S100A6 SNURF TOP2A TP53 UBE2C UBE2T WP_GASTRIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GASTRIN_SIGNALING AKT1 ANXA2 ARHGEF28 ARRB1 ARRB2 ATF2 BAD BCAR1 BCL2L1 BIRC2 BIRC3 BIRC5 BMP2 BORCS8-MEF2B CASP3 CCKBR CCND1 CD44 CDC42 CDH1 CDKN1A CDKN1B CDKN2A CHGA CHUK CLDN1 CREB1 CRK CTNNB1 CXCL8 EGFR EGR1 EIF4EBP1 ELAVL1 ELK1 FOS FOXO1 FOXO3 FYN GAST GNAQ GRB2 GSK3B HDAC7 HDC HRAS IKBKB IL2 IRS1 ITGB1 JAG1 JAK2 JUN KAT5 KIT KLF4 KRAS LAMTOR3 MAP2K1 MAP3K11 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MEF2B MEF2C MEF2D MMP7 MTOR MYC NFKB1 NFKBIA PAK1 PIK3CA PIK3R1 PIK3R2 PIK3R3 PLCG1 PPARG PRKACA PRKCA PRKCD PRKCE PRKCH PRKCQ PRKD1 PRKD2 PTGS2 PTK2 PTPN11 PXN RAC1 RAF1 RELA RHOA RHOB RHOD ROCK1 RPS6 RPS6KB1 SERPINB2 SERPINE1 SHC1 SLC9A1 SLC9A3 SOS1 SP1 SRC STAT3 TCF4 TFF2 TJP1 VEGFA YES1 WP_GDNFRET_SIGNALING_AXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GDNFRET_SIGNALING_AXIS AGTR2 BMP4 CTNNB1 EYA1 FAT4 FOXC1 FOXC2 GATA3 GDNF GFRA1 GLI3 GREM1 IFT25 IFT27 LHX1 PAX2 RET ROBO2 SALL1 SLIT2 SOX11 SOX17 SPRY1 WP_GENES_ASSOCIATED_WITH_THE_DEVELOPMENT_OF_RHEUMATOID_ARTHRITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENES_ASSOCIATED_WITH_THE_DEVELOPMENT_OF_RHEUMATOID_ARTHRITIS BLK CCR6 CD244 CD40 CIITA CTLA4 FCRL3 HLA-DRB1 IL2RA IL6ST IRF5 ITGAV PADI4 PHF19 PTPN22 SLC22A4 STAT4 TRAF1 WP_GENES_CONTROLLING_NEPHROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENES_CONTROLLING_NEPHROGENESIS CD2AP CD36 CTNNB1 CXCL12 CXCR4 EMX2 ETV4 EYA1 FGF8 FGFR2 FOXC1 FOXC2 FOXD1 GDNF GLI3 HNF1B HOXA11 HOXD11 ILK ITGA3 ITGA8 ITGB1 KDR KIRREL1 LAMB2 LHX1 LMX1B NCK1 NCK2 NOTCH2 NPHS1 NPHS2 PAX2 PDGFB PDGFRB RET ROBO2 SHH SIX1 SLIT2 TCF21 VEGFA WNT4 WT1 WP_GENES_RELATED_TO_PRIMARY_CILIUM_DEVELOPMENT_BASED_ON_CRISPR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENES_RELATED_TO_PRIMARY_CILIUM_DEVELOPMENT_BASED_ON_CRISPR ARL13B ARL3 ARL6 ARMC9 B9D1 BBS1 BBS10 BBS12 BBS2 BBS4 BBS5 BBS7 BBS9 C2CD3 CBY1 CC2D2A CDK20 CEP104 CEP120 CEP162 CEP19 CEP192 CEP20 CEP295 CEP43 CEP44 CEP76 CEP83 CEP97 CIBAR1 CILK1 CLUAP1 CPLANE1 CPLANE2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLT1 DYNLT2B EFCAB7 EVC EVC2 FBF1 FUZ IFT122 IFT140 IFT172 IFT20 IFT25 IFT27 IFT43 IFT46 IFT52 IFT56 IFT57 IFT70B IFT74 IFT80 IFT81 IFT88 INPP5E IQCE KATNB1 KIAA0753 KIF3A KIF3B KIFAP3 LZTFL1 MIB1 MKKS MKS1 OFD1 PIBF1 RAB23 RABL2A RPGRIP1L SASS6 SCLT1 TCTN1 TCTN2 TCTN3 TEDC1 TEDC2 TMEM107 TMEM17 TMEM216 TMEM231 TMEM67 TRAF3IP1 TRAPPC11 TTBK2 TTC21B TTC23 TTC8 TUBD1 TUBE1 TULP3 TXNDC15 WDPCP WDR19 WDR35 WP_GENES_TARGETED_BY_MIRNAS_IN_ADIPOCYTES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENES_TARGETED_BY_MIRNAS_IN_ADIPOCYTES ERG GJA1 HAND2 HCN2 HCN4 HDAC4 IGF1 KCNE1 KCNJ2 KCNQ1 MIR1-1 MIR1-2 MIR133A1 MIR133A2 MIR133B PTBP2 SRF TMSB4X WP_GENETIC_CAUSES_OF_PORTOSINUSOIDAL_VASCULAR_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENETIC_CAUSES_OF_PORTOSINUSOIDAL_VASCULAR_DISEASE ARHGAP31 BEND6 BTK C4orf54 CDC42 CHCHD2 COX4I2 CXXC5 CYBA CYBB CYBC1 DGUOK DLL4 DOCK6 EFL1 EIF6 EOGT ESR1 GTF2I IBTK KCNN3 MAPK1 MAPK3 NCF1 NCF2 NCF4 NFKB1 NOTCH1 NOTCH4 NOX3 RAC1 RBPJ SBDS SHCBP1 SP1 TLR8 TLR9 WP_GENE_REGULATORY_NETWORK_MODELING_SOMITOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GENE_REGULATORY_NETWORK_MODELING_SOMITOGENESIS DLL1 EPHA4 FGF8 HES1 HES7 LFNG MESP2 NOTCH1 RIPPLY2 TBX6 WNT3A WP_GLIAL_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLIAL_CELL_DIFFERENTIATION CNP GAP43 MAG MBP MIR206 MSN PLP1 TPPP WP_GLIOBLASTOMA_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLIOBLASTOMA_SIGNALING AKT1 AKT2 AKT3 ARAF ATM BRAF BRCA1 BRCA2 CBL CCND1 CCND2 CCNE1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C E2F1 EGFR EP300 ERBB2 ERBB3 ERRFI1 FGFR1 FGFR2 FOXO1 FOXO3 FOXO4 GAB1 GRB2 HRAS IGF1R IRS1 KRAS MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAPK1 MAPK3 MDM2 MDM4 MET MIR21 MSH6 NF1 NRAS PDGFRA PDGFRB PDPK1 PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PLCG1 PLCG2 PRKCA PRKCB PRKCD PRKCG PRKCH PRKCI PRKCQ PRKCZ PTEN RAF1 RB1 SPRY2 SRC TP53 TSC1 TSC2 WP_GLP1_FROM_INTESTINE_AND_PANCREAS_AND_ROLE_IN_GLUCOSE_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLP1_FROM_INTESTINE_AND_PANCREAS_AND_ROLE_IN_GLUCOSE_HOMEOSTASIS GCG GLP1R INS PCSK1 PCSK2 SLC2A1 WP_GLP1_IN_PANCREATIC_ISLET_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLP1_IN_PANCREATIC_ISLET_CELLS GCG GLP1R IL6 IL6R INS SLC2A1 SLC2A2 WP_GLP1_SECRETION_FROM_INTESTINE_TO_PORTAL_VEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLP1_SECRETION_FROM_INTESTINE_TO_PORTAL_VEIN GCG GNAQ PCSK1 SLC2A2 SLC5A1 WP_GLUCOCORTICOID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUCOCORTICOID_BIOSYNTHESIS AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 CBR1 CYP11B1 CYP11B2 CYP21A2 CYP3A4 HSD11B1 HSD11B2 SRD5A1 SRD5A2 WP_GLUCOCORTICOID_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUCOCORTICOID_RECEPTOR_PATHWAY ABHD2 ACKR3 ADGRF4 AKAP13 ALOX5AP AMIGO2 ANGPTL4 ANKRD1 ARL5B B3GNT5 BHLHE40 BIRC2 BIRC3 CAVIN2 CCL2 CCL20 CDC42EP3 CDKN1C CPEB4 CUL1 DNAJC15 DNER EDN2 ENC1 EPB41L4B ETNK2 FGD4 FGFBP1 GADD45B GPR153 HSP90AA1 IL11 JUN KTN1 LRRC8A MFGE8 MGAM NAV3 NFKB2 NR1I2 NR1I3 NR3C1 PDE4B PLK2 PMP2 POU5F1 PPP1R14C PRRG4 PTGES3 PTGS2 RGS2 RXRA S100P SCNN1A SEC14L1 SERPINB9 SERTAD2 SLC19A2 SLC26A2 SNAI2 SPINK13 SPRY1 SRGN STOM TGFBR3 THBD TNFAIP3 TNS4 TSC22D3 ZIC2 WP_GLUCOSE_METABOLISM_IN_TRIPLENEGATIVE_BREAST_CANCER_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUCOSE_METABOLISM_IN_TRIPLENEGATIVE_BREAST_CANCER_CELLS HK1 LDHA PDK1 PDP1 PFKP PKM SLC16A1 SLC2A1 WP_GLUCURONIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUCURONIDATION HK1 PGM1 PGM2 PGM3 PGM5 UGDH UGP2 UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A8 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B10 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 WP_GLUTATHIONE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLUTATHIONE_METABOLISM ANPEP G6PD GCLC GCLM GGT1 GGT5 GPX1 GPX2 GPX3 GPX4 GSR GSS GSTA1 GSTA5 GSTM1 GSTM2 GSTT2 IDH1 OPLAH WP_GLYCEROLIPIDS_AND_GLYCEROPHOSPHOLIPIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCEROLIPIDS_AND_GLYCEROPHOSPHOLIPIDS AGPAT4 CDIPT CDS1 CHKB CHPT1 CRLS1 DGAT1 DGAT2 DGKZ ETNK1 GPAM GPAT4 PCYT1A PCYT2 PEMT PISD PLA2G1B PLD1 PNPLA2 PNPLA3 PTDSS1 PTDSS2 WP_GLYCEROPHOSPHOLIPID_BIOSYNTHETIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCEROPHOSPHOLIPID_BIOSYNTHETIC_PATHWAY AGPS CDIPT CDS2 CEPT1 CHKB CHPT1 CRLS1 GK GNPAT GPAM GPAT2 GPAT3 GPAT4 GPD1 IPMK LPIN1 LPIN2 MOGAT3 PCYT2 PEMT PGS1 PI4K2A PIK3CA PIK3CB PIK3CD PIK3CG PIP5K1A PLA2G2A PTDSS1 PTPMT1 WP_GLYCINE_METABOLISM_INCLUDING_IMDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCINE_METABOLISM_INCLUDING_IMDS AMT BOLA3 DLD GCSH GLDC GLRX5 HSCB IBA57 ISCU LIAS LIPT1 LIPT2 NFU1 PNPO SHMT1 WP_GLYCOGEN_SYNTHESIS_AND_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOGEN_SYNTHESIS_AND_DEGRADATION AGL CALM1 CALM2 CALM3 GBE1 GSK3A GSK3B GYG1 GYG2 GYS1 GYS2 HK1 HK2 HK3 HKDC1 PGM1 PHKA1 PHKA2 PHKB PHKG1 PHKG2 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R3A PPP2R3B PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PTPA PYGB PYGL PYGM UGP2 WP_GLYCOLYSIS_AND_GLUCONEOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOLYSIS_AND_GLUCONEOGENESIS ALDOA ALDOB ALDOC DLAT DLD ENO1 ENO2 ENO3 FBP1 FBP2 G6PC1 GAPDH GCK GOT1 GOT2 GPI HK1 HK2 HK3 LDHA LDHAL6B LDHB LDHC MDH1 MDH2 MPC1 MPC2 PC PCK1 PDHA1 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PKLR PKM SLC2A1 SLC2A2 SLC2A3 SLC2A4 SLC2A5 TPI1 WP_GLYCOLYSIS_IN_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOLYSIS_IN_SENESCENCE ALDOC ENO1 G6PD GAPDH HK1 LDHA PGK1 PKM PRKAA1 RB1 TP53 WP_GLYCOSAMINOGLYCAN_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOSAMINOGLYCAN_DEGRADATION ARSB GALNS GLB1 GNS GUSB HEXA HEXB HGSNAT HPSE HPSE2 HYAL1 HYAL2 HYAL4 IDS IDUA NAGLU SGSH WP_GLYCOSAMINOGLYCAN_SYNTHESIS_IN_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOSAMINOGLYCAN_SYNTHESIS_IN_FIBROBLASTS B3GALT6 B3GAT1 B3GAT2 B3GAT3 B4GALT7 CHPF CHPF2 CHST1 CHST11 CHST12 CHST13 CHST14 CHST15 CHST3 CHST7 CHSY1 CHSY3 CSGALNACT1 CSGALNACT2 DSE EXT1 EXT2 EXTL1 EXTL2 EXTL3 GLCE HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS6ST1 HS6ST2 HS6ST3 NDST1 NDST2 NDST3 NDST4 UST XYLT1 XYLT2 WP_GLYCOSPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOSPHINGOLIPID_METABOLISM A3GALT2 A4GALT ARSA B3GALT1 B3GALT2 B3GNT5 B4GALNT1 B4GALT3 B4GALT4 B4GALT5 B4GALT6 GAL3ST1 GALC GBA1 GBA2 GLA NEU3 NEU4 ST3GAL5 UGCG UGT8 WP_GLYCOSYLATION_AND_RELATED_CONGENITAL_DEFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYCOSYLATION_AND_RELATED_CONGENITAL_DEFECTS ALG1 ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG6 ALG8 ALG9 B4GALT1 DOLK DPAGT1 DPM1 DPM2 DPM3 GMPPB MAGT1 MGAT2 MOGS MPDU1 MPI PMM2 SRD5A3 TUSC3 WP_GLYOXYLATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GLYOXYLATE_METABOLISM AGXT ALDH4A1 DAO GOT2 GRHPR HAO1 HOGA1 LDHA PRODH2 PXMP2 SLC26A1 WP_GNAQ_PATHWAYS_IN_PORTWINE_STAIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GNAQ_PATHWAYS_IN_PORTWINE_STAIN AKT1 AMOT GNAQ MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAPK1 MAPK3 MTOR NFKB1 PDK1 PIK3CA RAC1 RAF1 RHOA TRIO YAP1 WP_GPCRS_CLASS_A_RHODOPSINLIKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPCRS_CLASS_A_RHODOPSINLIKE ACKR2 ACKR3 ACKR4 ADORA1 ADORA2A ADORA2B ADORA3 ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 AGTR1 AGTR2 APLNR AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3AR1 C5AR2 CCKAR CCKBR CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CCRL2 CHML CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CMKLR1 CMKLR2 CNR1 CNR2 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CYSLTR1 CYSLTR2 DRD1 DRD2 DRD3 DRD4 DRD5 EDNRA EDNRB F2R F2RL1 F2RL2 F2RL3 FFAR1 FFAR2 FFAR3 FPR1 FPR2 FPR3 FSHR GALR1 GALR2 GALR3 GHSR GPER1 GPR12 GPR15 GPR161 GPR17 GPR171 GPR173 GPR174 GPR18 GPR19 GPR20 GPR21 GPR22 GPR25 GPR27 GPR3 GPR31 GPR32 GPR34 GPR35 GPR37 GPR37L1 GPR39 GPR4 GPR42 GPR45 GPR50 GPR52 GPR6 GPR63 GPR65 GPR68 GPR75 GPR83 GPR85 GPR87 GRPR HCAR1 HCAR3 HCRTR1 HCRTR2 HRH1 HRH2 HRH3 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 LHCGR LPAR4 LPAR5 LPAR6 LTB4R MAS1 MAS1L MC1R MC2R MC3R MC4R MC5R MCHR1 MLNR MTNR1A MTNR1B NMBR NMUR1 NMUR2 NPBWR1 NPBWR2 NPFFR1 NPFFR2 NPY1R NPY2R NPY4R NPY5R NPY6R NTSR1 NTSR2 OPN1LW OPN1MW OPN1SW OPN3 OPN4 OPRD1 OPRK1 OPRL1 OPRM1 OR10A4 OR10A5 OR10H1 OR10H2 OR10H3 OR10J1 OR11A1 OR12D3 OR14J1 OR1A1 OR1A2 OR1C1 OR1D2 OR1D4 OR1D5 OR1E1 OR1E2 OR1F1 OR1G1 OR1I1 OR1Q1 OR2A4 OR2AG1 OR2B2 OR2B3 OR2B6 OR2C1 OR2D2 OR2F1 OR2F2 OR2H1 OR2H2 OR2J1 OR2J2 OR2J3 OR2S2 OR2T1 OR2W1 OR3A1 OR3A2 OR3A3 OR5F1 OR5I1 OR5V1 OR6A2 OR6B1 OR7A10 OR7A17 OR7A5 OR7C1 OR7C2 OR8B8 OR8D2 OXTR P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 PRLHR PTAFR PTGDR PTGDR2 PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR RGL4 RHO RRH SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 SUCNR1 TBXA2R TRHR XCR1 WP_GPCRS_CLASS_B_SECRETINLIKE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPCRS_CLASS_B_SECRETINLIKE ADCYAP1R1 ADGRE1 ADGRE2 ADGRE5 ADGRG2 ADGRL1 ADGRL2 ADGRL3 ADGRL4 CALCR CALCRL CRHR1 CRHR2 GCGR GHRHR GIPR GLP1R GLP2R LINC02210-CRHR1 PTH1R PTH2R SCTR VIPR1 VIPR2 WP_GPCRS_CLASS_C_METABOTROPIC_GLUTAMATE_PHEROMONE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPCRS_CLASS_C_METABOTROPIC_GLUTAMATE_PHEROMONE CASR GABBR1 GABBR2 GPRC5A GPRC5B GPRC5C GPRC5D GRM1 GRM2 GRM3 GRM4 GRM5 GRM6 GRM7 GRM8 WP_GPCRS_OTHER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPCRS_OTHER ACKR1 ADGRD1 ADGRE2 ADGRE3 ADGRF5 ADGRG1 ADGRL2 ADGRL3 ADGRV1 ADORA2A ADORA3 ADRA1D ADRB2 ALG6 C5AR2 CCKBR CCR5 CELSR1 CELSR2 CELSR3 CHRM2 CHRM3 CNR1 CXCR1 CXCR2 CXCR3 DRD3 DRD4 EDNRA F2R FSHR GHRHR GNRHR GPR132 GPR135 GPR143 GPR162 GPR17 GPR176 GPR18 GPR183 GPR55 GPR61 GPR62 GPR83 GPR84 GPR88 GRM1 GRM8 GRPR HRH4 HTR1F HTR2A HTR7 LGR6 LTB4R2 MCHR2 NTSR1 OR10A2 OR10A5 OR1E1 OR1F1 OR1G1 OR1N1 OR2A20P OR2A4 OR2A5 OR2B6 OR2F1 OR2H1 OR2M4 OR3A1 OR3A3 OR5AC2 OR6C2 OR6C3 OR7A17 OR7E24 OR8G1 P2RY11 P2RY13 PROKR2 PTGFR RXFP1 RXFP3 S1PR1 SMO SSTR2 TAAR2 TAAR3P TAAR5 UTS2R VN1R1 WP_GPR143_IN_MELANOCYTES_AND_RETINAL_PIGMENT_EPITHELIUM_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPR143_IN_MELANOCYTES_AND_RETINAL_PIGMENT_EPITHELIUM_CELLS ADCY2 ADCY4 ADCY9 ARRB1 ARRB2 ASIP CREB1 DCT GNA15 GNAQ GNAS GPR143 ITPR1 MC1R MITF MLANA PLCB1 PLCB2 PLCB3 PLCB4 PMEL POMC PRKACA PRKACB PRKACG PRKCB SERPINF1 TYR TYRP1 VEGFA WP_GPR40_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GPR40_PATHWAY FFAR1 GNA11 ITPR3 PKD1 PLCB1 PLCB2 PLCB3 PLCD1 PLCD3 PLCE1 PLCG1 PLCG2 PLCH1 PLCL1 PLCZ1 WP_GROWTH_FACTORS_AND_HORMONES_IN_BETA_CELL_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_GROWTH_FACTORS_AND_HORMONES_IN_BETA_CELL_PROLIFERATION AKT1 AKT2 AKT3 BRAF CDK2 CDK4 CRTC2 DLK1 FLT1 FOXM1 FOXO1 IGF1 IGF1R INS INSR KRAS MAPK1 MAPK3 MYC PDGFA PDX1 PGF RAB43 RASSF1 SMAD7 TGFBR1 WP_G_PROTEIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_G_PROTEIN_SIGNALING ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 AKAP1 AKAP10 AKAP11 AKAP12 AKAP13 AKAP3 AKAP4 AKAP5 AKAP6 AKAP7 AKAP8 AKAP9 ARHGEF1 CALM1 GNA11 GNA12 GNA13 GNA14 GNA15 GNAI1 GNAI2 GNAI3 GNAL GNAO1 GNAQ GNAS GNAZ GNB1 GNB2 GNB3 GNB5 GNG10 GNG11 GNG12 GNG13 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 HRAS ITPR1 KCNJ3 KRAS NRAS PDE1A PDE1B PDE1C PDE4A PDE4B PDE4C PDE4D PDE7A PDE7B PDE8A PDE8B PLCB3 PPP3CA PPP3CC PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKD3 RHOA RRAS SLC9A1 WP_H19_RBE2F1_AND_CDKBETACATENIN_IN_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_H19_RBE2F1_AND_CDKBETACATENIN_IN_COLORECTAL_CANCER CCND1 CDH1 CDK4 CDK8 CSRP2 CTNNB1 E2F1 H19 JAG1 MACROH2A1 MED1 MIR675 PMAIP1 RB1 SOX4 TULP3 WP_HAIR_FOLLICLE_DEVELOPMENT_CYTODIFFERENTIATION_STAGE_3_OF_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HAIR_FOLLICLE_DEVELOPMENT_CYTODIFFERENTIATION_STAGE_3_OF_3 ADAM17 ADAMTS20 BCL11B BMP4 BMP6 BMPR1A CASP14 CCN2 CD200 CD34 CTNNB1 CUX1 DKK1 DKK3 DKK4 DLX3 DSC2 DSG1 DSG4 EGFR EGR2 ELANE FOS FOSB FOXE1 FOXN1 FOXQ1 FST FZD1 GAS1 GATA3 GJB6 GLI2 GPRC5D GSDMA GTPBP4 HOXC12 HR IFNG IGF1 IGFBP5 JUN KITLG KLK13 KLK14 KLK4 KLK5 KLK6 KLK7 KRT15 KRT19 KRTAP15-1 KRTAP2-4 KRTAP3-3 KRTAP6-1 KRTAP8-1 LEF1 LGR5 LHX2 LRIG1 MSX1 MSX2 NFATC1 NFKB1 NOTCH1 NOTCH2 NR3C1 PERP PHLDA1 PROM1 RBPJ RUNX3 S100A4 SFRP1 SMAD1 SMAD4 SOSTDC1 SOX2 SOX9 SPINK5 SPINK6 TCF3 TCF4 TP63 WIF1 WNT5A ZBTB16 WP_HAIR_FOLLICLE_DEVELOPMENT_ORGANOGENESIS_STAGE_2_OF_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HAIR_FOLLICLE_DEVELOPMENT_ORGANOGENESIS_STAGE_2_OF_3 BMP4 CCND1 CCND2 CDH1 CTNNB1 EDA EDAR FGF1 FGFR2 FOXI3 FZD1 GJB6 GLI1 GLI2 GTPBP4 INHBA ITGB1 LAMA5 LEF1 LRP5 MYC NCAM1 NFKB1 PDGFA PDGFRA PTCH1 RUNX2 SHH SMO SNAI1 TP63 WNT5A WP_HDAC6_INTERACTIONS_IN_THE_CENTRAL_NERVOUS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HDAC6_INTERACTIONS_IN_THE_CENTRAL_NERVOUS_SYSTEM ACTR1A AKT1 APC APOE ARID3A ATP13A2 ATXN3 AURKA BAX BBIP1 BCL2 BDNF BIRC5 CCDC141 CDC20 CFTR CNOT6 CSNK2A2 CSNK2B CTNNB1 CTTN CYBB DCTN1 DLG2 DLG4 DNAJA1 DYNC1I2 EGFR ELP1 ELP3 EP300 EP400 ERG FOXP3 FUS G3BP1 GARS1 GRIA1 GRIA2 GRK2 GSK3A GSK3B HDAC11 HDAC6 HDAC9 HIF1A HSF1 HSP90AA1 HSPA4 HSPA8 HSPB1 HTT ISG15 ITIH4 KALRN KAT5 MAP1B MAP1LC3A MAP3K5 MAPK1 MAPK3 MAPK8 MAPRE1 MAPT MDH1 MIF MIIP MYD88 MYH9 NDUFV1 NEDD9 NR3C1 OPTN PARK7 POU5F1 PPP1CA PRDX1 PRDX2 PRKCE PRKCZ PRKN PROM1 PTK2B PXN RAC1 RAD23B RHOT1 SGK1 SGK3 SHH SIRT2 SMAD2 SMAD7 SNCA SNCAIP SOD1 SP1 SQSTM1 STUB1 TARDBP TPPP TRIM50 TUBA1C TUBA3C TUBA4A TUBB TUBB3 TWIST1 UBD VCP VHL VIM XRCC6 WP_HEAD_AND_NECK_SQUAMOUS_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEAD_AND_NECK_SQUAMOUS_CELL_CARCINOMA AJUBA AKT1 AKT2 AKT3 BIRC2 CASP8 CCND1 CDK4 CDK6 CDKN1A CDKN2A CSMD3 CTNNB1 CUL3 DDIT4 E2F1 EGFR EIF4E EIF4EBP1 ERBB2 FADD FAT1 FGFR1 FGFR2 FGFR3 FKBP1A GAB1 HRAS IGF1R IRF6 KEAP1 KRAS MAML1 MAPKAP1 MIRLET7C MLST8 MTOR NFE2L2 NFKB1 NFKB2 NOTCH1 NOTCH2 NRAS NUMB PDPK1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R5 PRKAA1 PRKAA2 PTEN RB1 REL RELA RHEB RICTOR RPS6 RPS6KB2 RPTOR SESN1 SESN2 SMAD4 STK11 TERT TGFBR2 TP53 TP63 TRAF3 TSC1 TSC2 VEGFA WP_HEART_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEART_DEVELOPMENT BHLHE40 BMP10 BMP2 BMP4 BMPR1A BMPR2 CTNNB1 ERBB3 FGF10 FGF8 FOXA2 FOXC1 FOXC2 FOXH1 GATA4 GATA6 HAND1 HAND2 HEY1 HEY2 IRX4 ISL1 MAPK1 MEF2C MIR1-1 MIR143 MIR145 NFATC1 NFATC2 NFATC3 NFATC4 NKX2-5 NOTCH1 PITX2 PTPN11 SHH SMAD1 SMAD4 SMYD1 SRF TBX1 TBX2 TBX20 TBX5 VEGFA VEGFB VEGFC WP_HEDGEHOG_SIGNALING_WP4249 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEDGEHOG_SIGNALING_WP4249 ARRB1 ARRB2 BCL2 BOC CCND1 CCND2 CDON CSNK1A1 CSNK1A1L CSNK1D CSNK1E CSNK1G1 CSNK1G2 CSNK1G3 CUL3 DHH EVC EVC2 FBXL17 GAS1 GLI1 GLI2 GLI3 GPR161 GRK2 GRK3 HHIP IHH KIF3A KIF7 LRP2 PRKACA PRKACB PRKACG PTCH1 PTCH2 SHH SMO SMURF1 SMURF2 SPOP SPOPL SUFU WP_HEDGEHOG_SIGNALING_WP47 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEDGEHOG_SIGNALING_WP47 BMAL1 DHH GLI1 GLI2 GLI3 GRK2 IHH KIF7 PTCH1 PTCH2 SAP18 SHH SIN3A SMO STK36 SUFU WP_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEMATOPOIETIC_STEM_CELL_DIFFERENTIATION ACVR1B CBFA2T3 CD34 CIITA CSF1 CSF2 CSF3 CXCR4 EPO FLI1 FOS FOSB GATA1 GATA2 GP9 GYPA HES6 HMGN5 IKZF1 IL1A IL1B IL3 IL5 IL6 IRF5 ITGA2B ITGB3 KCNH2 KITLG KLF1 LEF1 LMO2 LYL1 MIR128-1 MIR130A MIR150 MIR15A MIR16-1 MIR181A1 MIR221 MIR223 MIR3074 MUC1 MXI1 MYB NCKAP1L NFATC2 NFE2 NOTCH1 PIM1 RHOH RIOK3 RUNX1 SEC14L2 SPI1 STAT5A THRB TNXB TPO TRAF3IP3 TRIM29 VAV1 ZNF835 WP_HEMATOPOIETIC_STEM_CELL_GENE_REGULATION_BY_GABP_ALPHABETA_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEMATOPOIETIC_STEM_CELL_GENE_REGULATION_BY_GABP_ALPHABETA_COMPLEX ADAMTSL4-AS1 ATM BCL2 BCL2L1 CREBBP DNMT1 DNMT3A DNMT3B EP300 ETV6 FLT3 FOXO3 GABPA GABPB1 GZMB MCL1 PTEN SMAD4 SMARCA4 TERF2 ZFX WP_HEMESYNTHESIS_DEFECTS_AND_PORPHYRIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEMESYNTHESIS_DEFECTS_AND_PORPHYRIAS ALAD ALAS1 ALAS2 CPOX FECH HMBS PPOX UROD UROS WP_HEME_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEME_BIOSYNTHESIS ALAD ALAS1 ALAS2 CPOX FECH HMBS PPOX UROD UROS WP_HEPATITIS_B_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEPATITIS_B_INFECTION AKT1 AKT2 AKT3 APAF1 ARAF ATF2 ATF4 ATF6B ATP6AP1 BAD BAX BCL2 BID BIRC5 BRAF CASP10 CASP3 CASP8 CASP9 CDKN1A CHUK CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CREBBP CXCL8 CYCS DDB1 DDB2 DDX3X EGR2 EGR3 ELK1 EP300 FADD FAS FASLG FOS GRB2 HRAS HSPG2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNB1 IKBKB IKBKE IKBKG IL6 IRAK1 IRAK4 IRF3 IRF7 JAK1 JAK2 JAK3 JUN KRAS MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K7 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MAVS MMP9 MYC MYD88 NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NRAS PCNA PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKCA PRKCB PRKCG PTK2B RAF1 RELA RIGI SLC10A1 SMAD2 SMAD3 SMAD4 SOS1 SOS2 SRC STAT1 STAT2 STAT3 STAT4 STAT5A STAT5B STAT6 TAB1 TAB2 TBK1 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TICAM1 TICAM2 TIRAP TLR2 TLR3 TLR4 TNF TRAF3 TRAF6 TYK2 VDAC3 YWHAB YWHAQ YWHAZ WP_HEPATITIS_C_AND_HEPATOCELLULAR_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEPATITIS_C_AND_HEPATOCELLULAR_CARCINOMA AKT1 BCL2L1 BIRC3 BIRC5 BRCA1 CASP3 CASP7 CASP9 CCND1 CD44 CDKN1A COL4A2 CTTN CXCL8 CXCR1 E2F2 FASLG FRZB GRB2 HIF1A HNF1A IL6 IL6R JAK1 JUN LEF1 MAPK14 MAPK3 MAPK8 MIR155 MIR24-1 MIR24-2 MIR34A MIR744 MIR92A1 MIR92A2 MMP1 MYC MYOF NFKB1 NOS2 PODXL PTGS2 PTPN11 RAC1 RRM2 SMAD3 SMAD4 SOS1 STAT3 TGFB1 TGFBR1 TP53 UCHL1 VAV2 VEGFA WP_HEPATOCYTE_GROWTH_FACTOR_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEPATOCYTE_GROWTH_FACTOR_RECEPTOR_SIGNALING CRK CRKL DOCK1 ELK1 FOS GAB1 GRB2 HGF HRAS ITGA1 ITGB1 JUN MAP2K1 MAP2K2 MAP4K1 MAPK1 MAPK3 MAPK8 MET PAK1 PIK3CA PTEN PTK2 PTK2B PTPN11 PXN RAF1 RAP1A RAP1B RAPGEF1 RASA1 SOS1 SRC STAT3 WP_HEREDITARY_LEIOMYOMATOSIS_AND_RENAL_CELL_CARCINOMA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HEREDITARY_LEIOMYOMATOSIS_AND_RENAL_CELL_CARCINOMA_PATHWAY ACACA ACACB CUL3 EGLN1 HIF1A KEAP1 LDHA NFE2L2 PDHA1 PDHA2 PDHB PDK1 PRKAA1 PRKAB1 PRKAG1 RPS6 SLC11A2 SLC2A1 TP53 VEGFA WP_HFE_EFFECT_ON_HEPCIDIN_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HFE_EFFECT_ON_HEPCIDIN_PRODUCTION BMP6 HAMP HFE HJV ID1 SMAD7 TMPRSS6 WP_HIF1A_AND_PPARG_REGULATION_OF_GLYCOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIF1A_AND_PPARG_REGULATION_OF_GLYCOLYSIS GAPDH GPAT3 GPD1 HIF1A LDHA PPARG SLC2A1 TPI1 WP_HIJACK_OF_UBIQUITINATION_BY_SARSCOV2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIJACK_OF_UBIQUITINATION_BY_SARSCOV2 CBFB CUL2 ELOB ELOC NAE1 RBX1 UBA3 ZYG11B WP_HIPPOCAMPAL_SYNAPTOGENESIS_AND_NEUROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIPPOCAMPAL_SYNAPTOGENESIS_AND_NEUROGENESIS BCL2 BDNF CALM1 CAMK2A CAMK2B CAMK4 CAMKK1 CAMKK2 CCND2 CREB1 DIO2 DRD1 HNRNPL MAPK1 MAPK14 NCAM1 NGF NRXN1 NRXN2 NRXN3 PPARGC1A PRKCA PRL RPS6KA1 RPS6KA5 SYT12 SYT2 WP_HIPPOMERLIN_SIGNALING_DYSREGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIPPOMERLIN_SIGNALING_DYSREGULATION AJUBA AMOT BUB1B-PAK6 CCN2 CCND1 CD44 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CSF1R CTNNA1 CTNNB1 CUL4A CXCL10 DCAF1 DDB1 EGFR EPHA2 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT4 FOXM1 HRAS IGF1R INSR ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 KDR KIT KRAS LATS1 LATS2 LIN28B MET MIR98 MST1 MYC NF2 NGFR NRAS NTRK1 NTRK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFRA PDGFRB PLCB4 PPP1CA PPP1CB PPP1CC PPP1R12A PPP1R14A PRKACA PRKACB PRKACG PRKAR1A PRKAR1B PRKAR2A PRKAR2B PTK2 RBX1 SAV1 STK3 TEAD1 TEAD2 TEAD3 TEAD4 TEK VGLL4 WWTR1 YAP1 WP_HIPPOYAP_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIPPOYAP_SIGNALING CXCL10 LATS1 LATS2 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MINK1 MST1 NDRG1 NF2 RASSF1 SAV1 STK3 STK38L TEAD1 TEAD2 TEAD3 TEAD4 TNIK WWTR1 YAP1 WP_HIPPO_SIGNALING_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HIPPO_SIGNALING_REGULATION CDC42 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CSF1R CTNNB1 EGFR EPHA2 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT4 GNA11 GNAI2 GNAI3 GNAL GNAQ GNAS IGF1R INSR KDR KIT LATS1 LATS2 LEF1 MET MST1 MTOR NF2 NGFR NTRK1 NTRK2 PDGFRA PDGFRB PLCB1 PLCB2 PLCB3 PLCB4 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD3 RAC1 RHOA SMAD2 SMAD3 STK3 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TEK WWTR1 YAP1 WP_HISTONE_MODIFICATIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HISTONE_MODIFICATIONS AEBP2 ASH1L DOT1L EED EHMT1 EHMT2 EZH1 EZH2 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C7 H4C8 H4C9 KMT2A KMT2B KMT2C KMT2D KMT2E KMT5A KMT5B KMT5C NSD1 PRDM2 SET SETBP1 SETD1A SETD1B SETD2 SETD3 SETD4 SETD5 SETD6 SETD7 SETD9 SETDB1 SETDB2 SETMAR SMYD1 SMYD2 SMYD3 SMYD4 SMYD5 SUV39H1 SUV39H2 WP_HOMOLOGOUS_RECOMBINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOMOLOGOUS_RECOMBINATION ATM BRCA2 MRE11 NBN POLD1 POLD2 POLD3 POLD4 RAD50 RAD51 RAD52 RAD54B RPA1 WP_HORMONAL_CONTROL_OF_PUBERTAL_GROWTH_SPURT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HORMONAL_CONTROL_OF_PUBERTAL_GROWTH_SPURT GH1 GHRH GNRH1 IGF1 SST WP_HOSTPATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOSTPATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_APOPTOSIS ADAMTSL4-AS1 AKT1 APAF1 BAD BAX BBC3 BCL2 BCL2L1 BCL2L11 BID CASP3 CASP7 CASP8 CASP9 FADD FASLG MAPK11 MAPK12 MAPK13 MAPK14 MCL1 TNF WP_HOSTPATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_AUTOPHAGY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOSTPATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_AUTOPHAGY ATG10 ATG12 ATG13 ATG16L1 ATG16L2 ATG3 ATG4A ATG5 ATG7 BECN1 MAP1LC3A MTOR PIK3C3 PIK3R4 RB1CC1 ULK1 ULK2 WIPI1 ZFYVE1 WP_HOSTPATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_INTERFERON_INDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOSTPATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_INTERFERON_INDUCTION CHUK EIF2AK2 FOS IFIH1 IFNAR1 IFNAR2 IKBKB IKBKE IKBKG IRF3 IRF9 JAK1 JUN MAP3K7 MAPK14 MAPK8 MAVS MYD88 NFKB1 NFKBIA OAS1 OAS2 OAS3 RIGI RIPK1 STAT1 STAT2 TBK1 TICAM1 TLR7 TRAF3 TRAF6 TYK2 WP_HOSTPATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_MAPK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HOSTPATHOGEN_INTERACTION_OF_HUMAN_CORONAVIRUSES_MAPK_SIGNALING ATF2 BCL2 BST2 DDIT3 EIF4E FOS IFI27 IFITM1 IFITM2 IFITM3 JUN JUNB MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K4 MAP3K9 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 RAF1 RPS6KA1 RPS6KA2 RPS6KA3 WP_HUNGER_AND_SATIETY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HUNGER_AND_SATIETY AGRP GCG GHRL LEP MC4R NPY POMC PYY WP_HYPERTROPHY_MODEL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HYPERTROPHY_MODEL ADAM10 ANKRD1 ATF3 CCN1 DUSP14 EIF4E EIF4EBP1 HBEGF IFNG IFRD1 IL18 IL1A IL1R1 JUND MSTN MYOG NR4A3 VEGFA WDR1 ZEB1 WP_HYPOTHESIZED_PATHWAYS_IN_PATHOGENESIS_OF_CARDIOVASCULAR_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HYPOTHESIZED_PATHWAYS_IN_PATHOGENESIS_OF_CARDIOVASCULAR_DISEASE AGTR1 ANGPT2 CCN2 ENG FBN1 FBN2 FBN3 FLNA LTBP1 LTBP2 MAPK1 MAPK14 MAPK3 MAPK8 NR2C2 POSTN RUNX2 SERPINE1 SHC1 SMAD2 SMAD3 SMAD4 TGFBR1 TGFBR2 TGFBR3 WP_HYPOTHETICAL_CRANIOFACIAL_DEVELOPMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_HYPOTHETICAL_CRANIOFACIAL_DEVELOPMENT_PATHWAY ARHGAP29 ARHGEF2 IRF6 RHOA TFAP2A TGFB3 TP63 WP_IDO_METABOLIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IDO_METABOLIC_PATHWAY AADAT GOT2 IDO1 IDO2 IFNG KMO KYAT1 KYAT3 KYNU TDO2 TNF WP_ID_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ID_SIGNALING CCNE1 CDK2 ELK1 ELK3 ELK4 ID1 ID2 ID3 MYOD1 PAX2 PAX5 PAX8 RB1 RBL1 RBL2 SREBF1 WP_IL10_ANTIINFLAMMATORY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL10_ANTIINFLAMMATORY_SIGNALING BLVRA BLVRB HMOX1 IL10 IL10RA IL10RB IL1A IL6 JAK1 STAT1 STAT2 STAT3 WP_IL11_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL11_SIGNALING AKT1 ATF1 BCL2 BGLAP BIRC5 CHUK CREB1 FES FYN GRB2 HRAS IBSP ICAM1 IKBKB IL11 IL11RA IL6ST ITGA2 JAK1 JAK2 MAP2K1 MAP2K2 MAPK1 MAPK3 PDPK1 PIAS1 PIAS3 PIK3R1 PIK3R2 PTPA PTPN11 RAF1 RELA RPS6 RPS6KA1 RPS6KB1 RUNX2 SOCS3 SRC STAT1 STAT3 TGFB1 TYK2 YES1 WP_IL17_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL17_SIGNALING AKT1 CEBPB CEBPD GSK3B IKBKB IKBKG IL17A IL17B IL17C IL17D IL17F IL17RA IL17RB IL17RC IL17RD IL17RE IL25 JAK1 JAK2 MAP3K14 MAP3K7 MAPK1 MAPK3 NFKB1 NFKBIB PIK3CA RELA SP1 STAT3 TRAF3 TRAF3IP2 TRAF6 WP_IL18_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL18_SIGNALING AARS1 ABCF1 ABHD16A ACACB ACADS ACOD1 ACTA1 ACTA2 ADAMTS5 ADIPOQ ALS2 ANP32A APBA2 ARF6 ARFGAP1 ARFGAP2 ARG1 ARL4D ATF3 B2M BAD BAX BAZ1B BCL2 BCL2L1 BID BIN1 BIRC3 BMP2 BPGM BSG BTG2 CA11 CASP3 CASP8 CCDC9 CCL1 CCL18 CCL19 CCL2 CCL20 CCL3 CCL4 CCL5 CCN4 CCNA2 CCNB2 CD36 CD81 CD83 CDK5R2 CEBPB CENPB CETP CFLAR CHUK CLDN1 CLDN12 CLDN15 CLDN3 CLDN4 CNTN2 COL1A1 COL1A2 COL3A1 COX17 CPT1A CRYGC CSN2 CTNNB1 CXCL16 CXCL2 CXCL3 CXCL8 CYCS DEK DES ECH1 EEF2 ELAVL1 ENO1 EPB41 EPS8 FADD FAM110A FAM186B FAS FASLG FBXW7 FN1 FOS FOXN3 FUT1 GATA1 GPAT4 GRIN2B GRM7 GRN GSK3B HADH HCAR2 HDAC3 HDGF HMOX1 HOXD8 HPS1 HSPB1 HSPB8 ICAM1 IER3 IFNG IKBKB IL10 IL12B IL13 IL17RC IL18 IL18BP IL18R1 IL18RAP IL1B IL2RA IL37 IL6 IL9 IMP3 IRAK1 IRF1 IRF6 ITGA2B ITM2C JUN KCNH2 KIFC3 KITLG KLC1 KLF2 KRT31 LARS2 LCK LMNB2 LONP2 LRRFIP1 LTB MAP2K7 MAP3K7 MAPK1 MAPK3 MAPK9 MBTPS1 MEF2A MEPCE MMP1 MMP13 MMP14 MMP2 MMP3 MMP8 MMP9 MTCH1 MYD88 MYH6 MYH7 NACA NCAPH2 NCF1 NCF2 NDUFC1 NFATC4 NFKB1 NFKB2 NFKBIA NFKBIE NFKBIZ NOS2 NOX1 NPPA NPPB NR0B2 NR1H3 NR4A1 NRN1 NSMF PARP1 PHF20 PIGT PIK3R1 PKN1 PLA2G7 PLCG1 PLD1 PLOD3 PPP1R13L PPT2 PRCC PRKAA1 PRKCA PRKCB PRKCD PRM1 PTEN PTGS2 PTMS PTPN7 PTPRZ1 PTX3 PWWP3A PYGB RAE1 RANGAP1 RASA3 REL RELA RFX5 RGS16 RND2 RPS11 RPS6KB1 RPTOR RUNX2 RUSC1 RXRB S1PR4 SDC4 SEMA6C SEMA6D SLC12A3 SLC4A7 SNTB1 SOCS3 SP1 SPON1 SPP1 STK40 STMN1 STOML1 SYT10 TACR1 TBX21 TF TGM2 TICAM2 TIMP1 TIMP3 TMEM165 TMSB4X TNF TNFAIP2 TNFAIP3 TNFRSF11B TNFRSF1A TNFSF11 TNIP3 TOMM40 TP53 TRAF1 TRAF6 TRPC2 TRPC4AP TRPM7 TSHZ1 UCK1 UGGT1 UGT2B10 ULBP2 USP5 VEGFA ZBTB7A ZC3H12A ZDHHC7 ZNF143 ZNF219 ZNF444 WP_IL19_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL19_SIGNALING ACTA2 AKT1 CCL11 CCNB1 COL1A1 CXCR4 IL19 IL20RA IL20RB IL4 IL4R JAK1 MAPK1 MAPK14 MAPK3 MAPK8 MMP1 MUC5AC NFKB1 RAC1 SOCS1 SOCS5 STAT1 STAT3 STAT6 TGFB1 TNF TNFRSF1A WP_IL1_AND_MEGAKARYOCYTES_IN_OBESITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL1_AND_MEGAKARYOCYTES_IN_OBESITY CCL2 CCR3 F2 F2R FCER1A HBEGF ICAM1 IFNG IL18 IL1B IL1R1 IRAK1 MMP9 MYD88 NFKB1 NLRP3 PIK3CA PLA2G7 S100A9 SELENBP1 TIMP1 TIMP2 TLR1 TLR2 WP_IL1_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL1_SIGNALING AKT1 ATF2 CCL2 CHUK ECSIT HSPB2 IKBKB IKBKG IL1A IL1B IL1R1 IL1RAP IRAK1 IRAK2 IRAK3 IRAK4 JUN MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K2 MAP3K3 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAPK2 MYD88 NFKB1 NFKBIA NFKBIB PELI1 PELI2 PIK3R1 PIK3R2 PLCG1 PRKCZ PTPN11 REL RELA SQSTM1 TAB1 TAB2 TAB3 TOLLIP TRAF6 UBE2N UBE2V1 WP_IL26_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL26_SIGNALING ACTA2 AKT1 ATP6V0D2 BAX CASP3 CCL20 CSF2 CTSK CXCL8 DCSTAMP DDIT3 DEFB4A DEFB4B EPHA3 ICAM1 IL10 IL10RB IL17A IL1B IL20RA IL26 IL33 IL6 JAK1 JAK2 JUN MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP1 MMP9 MPO MT-CO2 NFATC1 NFKBIA PIK3CA RELA RORC SMAD2 SOCS3 STAT1 STAT3 TNF TNFSF11 TYK2 WP_IL2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL2_SIGNALING AKT1 BCL2 CBL CCND2 CISH CRKL FOS FOXO3 FYN GAB2 GRB2 HRAS IL2 IL2RA IL2RB IL2RG JAK1 JAK3 JUN LCK MAP2K1 MAP2K2 MAPK1 MAPK3 MAPT MYC NMI PIK3R1 PTK2B PTPN11 RAF1 RPS6 RPS6KB1 RPS6KB2 SHC1 SOCS3 SOS1 STAT1 STAT3 STAT5A STAT5B SYK WP_IL3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL3_SIGNALING AKT1 BAD BCL2 BCL2L1 CBL CCR3 CD69 CD86 CRKL CSF2RB CXCL8 ENPP3 FOS FYN GAB2 GRB2 HCK HRAS IL3 IL3RA IL5RA INPP5D JAK1 JAK2 JUN LYN MAP2K1 MAPK1 MAPK3 MAPK8 PIK3CD PIK3R1 PIK3R2 PRKACA PTPN11 PTPN6 RAF1 RAPGEF1 SHC1 SOS1 SRC STAT3 STAT5A STAT5B SYK TGFB1 VAV1 YWHAB YWHAQ WP_IL4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL4_SIGNALING AKT1 ATF2 BAD BIRC5 CBL CEBPA CEBPB CHUK DOK2 ELK1 EP300 FES FLNA FOS GAB2 GATA3 GRB2 HRH1 IKBKB IL2RG IL4 IL4R INPP5D IRS1 IRS2 JAK1 JAK2 JAK3 MAPK1 MAPK11 MAPK14 MAPK3 NFIL3 NFKB1 NFKBIA PIK3CA PIK3CD PIK3R1 PIK3R2 PTPN11 PTPN6 RELA RPS6KB1 SHC1 SOCS1 SOCS3 SOCS5 SOS1 STAT1 STAT3 STAT5A STAT5B STAT6 TYK2 WP_IL5_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL5_SIGNALING AKT1 BCL2 BTK CSF2RB ELK1 FOS FOXO3 GRB2 GSK3A GSK3B IL2 IL5RA JAK1 JAK2 JUN KRAS LYN MAP2K1 MAP2K2 MAPK1 MAPK3 MAPT MYC PIK3CG PIK3R1 PIK3R2 PTPN11 RAF1 RPS6 RPS6KA1 RPS6KB1 RPS6KB2 SHC1 SOS1 SPRED1 STAT1 STAT3 STAT5A STAT5B SYK WP_IL6_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL6_SIGNALING AGT AKT1 BAD BCL2L1 CREBBP CRP GAB1 GRB2 GSK3B HCK HDAC1 IL6 IL6R IL6ST IRF1 JAK1 JAK2 JUNB MAP2K1 MAP2K2 MAP2K4 MAP3K7 MAPK1 MAPK3 NCOA1 NLK NR2F6 PIK3R1 PIK3R2 PRDM1 PRKCD PTPN11 RAC1 RPS6KB1 SHC1 SOCS3 SOS1 STAT1 STAT3 TIMP1 TYK2 VAV1 VIP WP_IL7_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL7_SIGNALING AKT1 BAD BCL2L1 CCND1 CDKN1B FYN GSK3B IL2RA IL2RG IL7 IL7R JAK1 JAK3 MAP2K1 MAP2K2 MAPK1 MAPK3 MYC PIK3R1 PIK3R2 PTK2B STAT1 STAT3 STAT5A STAT5B WP_IL9_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IL9_SIGNALING CDK9 GRB2 IL2RG IL9 IL9R JAK1 JAK3 MAP2K1 MAP2K2 MAPK1 MAPK3 PIK3R1 PIK3R2 STAT1 STAT3 STAT5A STAT5B WP_IMATINIB_AND_CHRONIC_MYELOID_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IMATINIB_AND_CHRONIC_MYELOID_LEUKEMIA ABCB1 ABCG2 ABL1 BCR CDKN1B CSF1R FLT1 FOXO3 GAB2 GADD45A KIT LYL1 MYC NOP2 PDGFRA PDGFRB PIM1 PIM2 SKP2 SPRED2 WP_IMMUNE_INFILTRATION_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IMMUNE_INFILTRATION_IN_PANCREATIC_CANCER CCL2 CCL20 CCL28 CCL5 CSF2 CXCL1 CXCL12 CXCL5 CXCL8 IFNG IL10 IL12A IL12B IL13 IL17A IL17B IL17C IL17D IL17F IL1B IL2 IL23A IL25 IL4 IL5 IL6 LGALS1 LGALS3 LGALS9 MMP9 REG4 TGFB1 TGFB2 TGFB3 TNF VEGFA VEGFB VEGFC VEGFD WP_IMMUNE_RESPONSE_TO_TUBERCULOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IMMUNE_RESPONSE_TO_TUBERCULOSIS IFI35 IFIT1 IFIT3 IFITM1 IFNAR1 IFNAR2 IFNGR1 IFNGR2 IRF1 IRF9 JAK1 JAK2 MED14 MX1 OAS1 PIAS1 PSMB8 PTPN2 SOCS1 STAT1 STAT2 TAP1 TYK2 WP_INCLUSION_BODY_MYOSITIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INCLUSION_BODY_MYOSITIS APP BACE1 MAPT MSTN NCSTN NFKB1 NFKB2 PSEN1 PSEN2 PSENEN SIRT1 WP_INDUCTION_OF_AUTOPHAGY_AND_TOLLLIKE_RECEPTOR_SIGNALING_BY_GRAPHENE_OXIDE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INDUCTION_OF_AUTOPHAGY_AND_TOLLLIKE_RECEPTOR_SIGNALING_BY_GRAPHENE_OXIDE BECN1 IFNB1 IFNG IRF3 MAP1LC3A MYD88 NFKB1 TLR4 TLR9 TNF TRAF6 WP_INFLAMMATORY_BOWEL_DISEASE_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INFLAMMATORY_BOWEL_DISEASE_SIGNALING FOXP3 GATA3 HLA-DMA IFNG IFNGR1 IL10 IL12A IL12RB1 IL12RB2 IL13 IL17F IL18 IL18RAP IL1A IL2 IL21 IL21R IL22 IL23A IL23R IL2RG IL4 IL4R IL5 IL6 JUN MAF NFATC1 NFKB1 NOD2 RORA RORC SMAD2 STAT1 STAT3 STAT4 STAT6 TBX21 TGFB1 TLR2 TLR4 TLR5 TNF WP_INFLAMMATORY_RESPONSE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INFLAMMATORY_RESPONSE_PATHWAY CD28 CD40 CD40LG CD80 CD86 COL1A1 COL1A2 COL3A1 FN1 IFNG IL2 IL2RA IL2RB IL2RG IL4 IL4R IL5 IL5RA LAMA5 LAMB1 LAMB2 LAMC1 LAMC2 LCK THBS1 THBS3 TNFRSF1A TNFRSF1B VTN ZAP70 WP_INFLUENCE_OF_LAMINOPATHIES_ON_WNT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INFLUENCE_OF_LAMINOPATHIES_ON_WNT_SIGNALING ADIPOQ AGO2 APC AXIN1 CCND1 CDK6 CEBPA CEBPB CEBPD CSNK1A1 CSNK1A1L CTNNB1 DICER1 EMD FNTA GSK3B HES1 HES5 HMGA2 ICMT LEF1 LMNA MIR33B MIRLET7B PPARG RUNX2 SLC2A4 SPP1 SREBF1 TARBP2 TCF7 TCF7L1 TCF7L2 TLE1 TOR1AIP1 WNT10B ZMPSTE24 WP_INHIBITION_OF_EXOSOME_BIOGENESIS_AND_SECRETION_BY_MANUMYCIN_A_IN_CRPC_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INHIBITION_OF_EXOSOME_BIOGENESIS_AND_SECRETION_BY_MANUMYCIN_A_IN_CRPC_CELLS ARAF BRAF HGS HNRNPH1 HRAS KRAS MAPK1 MAPK3 MRAS NRAS PDCD6IP RAB27A RAB5A RAB5B RAB5C RAF1 RRAS RRAS2 WP_INITIATION_OF_TRANSCRIPTION_AND_TRANSLATION_ELONGATION_AT_THE_HIV1_LTR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INITIATION_OF_TRANSCRIPTION_AND_TRANSLATION_ELONGATION_AT_THE_HIV1_LTR CCNT1 CDK9 CREBBP EP300 HDAC1 HDAC2 HDAC3 HDAC4 HDAC5 HDAC7 HDAC8 HDAC9 HEXIM1 NELFA NELFB NELFCD NELFE NFATC1 NFATC2 NFATC3 NFATC4 NFKB1 NFKBIA PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 RELA SP1 SUPT4H1 SUPT5H WP_INSULIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INSULIN_SIGNALING AKT1 AKT2 ARF1 ARF6 ARHGAP33 CAP1 CBL CBLB CBLC CRK CYTH3 EGR1 EHD1 EHD2 EIF4E EIF4EBP1 ELK1 ENPP1 FLOT1 FLOT2 FOS FOXO1 FOXO3 GAB1 GRB10 GRB14 GRB2 GSK3A GSK3B GYG1 GYS1 GYS2 HRAS IGF1R IKBKB INPP4A INPPL1 INSR IRS1 IRS2 IRS4 JUN KIF3A KIF5B LIPE MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MINK1 MTOR MYO1C PDPK1 PFKL PFKM PIK3C2A PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PPP1R3A PRKAA1 PRKAA2 PRKCA PRKCB PRKCD PRKCH PRKCI PRKCQ PRKCZ PTEN PTPN1 PTPN11 PTPRF RAB4A RAC1 RAC2 RAF1 RAPGEF1 REG1A RHEB RHOJ RHOQ RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KA6 RPS6KB1 RPS6KB2 RRAD SGK1 SGK2 SGK3 SH2B2 SHC1 SHC2 SHC3 SLC2A1 SLC2A4 SNAP23 SNAP25 SOCS1 SOCS3 SORBS1 SOS1 SOS2 SRF STX4 STXBP1 STXBP2 STXBP3 STXBP4 TBC1D4 TRIB3 TSC1 TSC2 VAMP2 XBP1 WP_INSULIN_SIGNALING_IN_ADIPOCYTES_DIABETIC_CONDITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INSULIN_SIGNALING_IN_ADIPOCYTES_DIABETIC_CONDITION AKT2 INSR IRS1 MTOR RPS6 RPS6KB1 SLC2A4 TBC1D4 WP_INSULIN_SIGNALING_IN_ADIPOCYTES_NORMAL_CONDITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INSULIN_SIGNALING_IN_ADIPOCYTES_NORMAL_CONDITION AKT2 INSR IRS1 MTOR RPS6 RPS6KB1 SLC2A4 TBC1D4 WP_INTEGRATED_CANCER_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTEGRATED_CANCER_PATHWAY AKT1 ATF1 ATM ATR BACH1 BAD BARD1 BAX BBC3 BCL2 BLM BRCA1 CASP3 CASP8 CASP9 CDC25A CDC25B CDK1 CDK2 CDK4 CDKN1A CDKN1B CDKN2B CHEK1 CHEK2 E2F1 JAK1 MAP3K5 MDM2 MIR21 MIR29B1 MIR29B2 MIR29C MMP1 MRE11 MSH2 MSH6 MYC NOXA1 PLK1 POU2F1 PTEN RAD50 RB1 SMAD2 SMAD3 STAT1 TP53 WP_INTEGRINMEDIATED_CELL_ADHESION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTEGRINMEDIATED_CELL_ADHESION AKT1 AKT2 AKT3 ARAF ARHGEF7 BCAR1 BRAF BUB1B-PAK6 CAPN1 CAPN10 CAPN11 CAPN2 CAPN3 CAPN5 CAPN6 CAPN7 CAPN9 CAPNS1 CAV1 CAV2 CAV3 CDC42 CRK CSK DOCK1 FYN GIT2 GRB2 HRAS ILK ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAD ITGAE ITGAL ITGAM ITGAV ITGAX ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 MAP2K1 MAP2K2 MAP2K3 MAP2K5 MAP2K6 MAPK1 MAPK10 MAPK12 MAPK4 MAPK6 MAPK7 MIR34C MYLK2 MYPN PAK1 PAK2 PAK3 PAK4 PAK6 PDPK1 PIK3R2 PTK2 PXN RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF1 RHO ROCK1 ROCK2 SELENOP SHC1 SHC3 SORBS1 SOS1 SRC TLN1 TNS1 VASP VAV2 VAV3 VCL ZYX WP_INTERACTIONS_BETWEEN_IMMUNE_CELLS_AND_MICRORNAS_IN_TUMOR_MICROENVIRONMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERACTIONS_BETWEEN_IMMUNE_CELLS_AND_MICRORNAS_IN_TUMOR_MICROENVIRONMENT CCL2 CCL5 CD274 CD80 CD86 CTLA4 CXCL10 IL2RA IL2RB IL2RG IL4 IL4R IRAK4 MIR138-1 MIR138-2 MIR146A MIR155 MIR200A MIR200B MIR200C MIR203A MIR203B MIR21 MIR210 MIR212 MIR214 MIR23A MIR24-1 MIR24-2 MIR27A MIR29A MIR34A MIRLET7D NFKB1 NFKB2 PDCD1 PIAS3 SOCS1 STAT3 STAT6 TGFB1 TGFB2 TGFB3 TGFBR2 TLR4 TLR7 TLR8 TRAF6 WP_INTERACTIONS_BETWEEN_LOXL4_AND_OXIDATIVE_STRESS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERACTIONS_BETWEEN_LOXL4_AND_OXIDATIVE_STRESS_PATHWAY ANXA5 BMP2 CDC37 COL2A1 DDR1 ECSIT EXOC6 FGF7 FN1 IGFBP7 LOXL4 NFE2L2 NQO1 NRF1 PKD1 SIRT1 SUV39H1 TGFB1 WP_INTERACTIONS_OF_NATURAL_KILLER_CELLS_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERACTIONS_OF_NATURAL_KILLER_CELLS_IN_PANCREATIC_CANCER ADAM10 ADAM17 BMI1 CCL1 CCL2 CCL3 CCL4 CCL5 CD226 CD96 CSF2 FCGR3A FOXO1 GATA2 GZMB IFNG KLRC4-KLRK1 KLRK1 MICA MICB MYC NCR1 NCR3 NCR3LG1 PRF1 PVR TIGIT TNF WP_INTERACTOME_OF_POLYCOMB_REPRESSIVE_COMPLEX_2_PRC2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERACTOME_OF_POLYCOMB_REPRESSIVE_COMPLEX_2_PRC2 AEBP2 BCLAF1 EED ELL EZH1 EZH2 JARID2 MORC3 MTF2 RBBP4 RBBP7 SETX STK38 SUZ12 THRAP3 TRIM35 WP_INTERFERONMEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERFERONMEDIATED_SIGNALING IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IFNE IFNG IFNGR1 IFNGR2 IFNK IFNL1 IFNL2 IFNL3 IFNL4 IFNLR1 IFNW1 IL10RB IRF9 JAK1 JAK2 PIK3CA PIK3R1 PRKCA STAT1 STAT2 TYK2 WP_INTERFERON_TYPE_I_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERFERON_TYPE_I_SIGNALING CBL CREB1 CRK CRKL EIF4A1 EIF4B EIF4E EIF4EBP1 FYN GAB2 IFNAR1 IFNAR2 IRF9 IRS1 IRS2 JAK1 LCK MAP2K3 MAP2K6 MAP3K1 MAPK14 MAPKAP1 MLST8 MTOR PDCD4 PIAS1 PIAS3 PIK3CD PIK3R1 PIK3R2 PRMT1 PTPN11 PTPN6 PTPRC RAC1 RACK1 RAP1A RAPGEF1 REL RPS6 RPS6KA4 RPS6KA5 RPS6KB1 RPTOR SOCS1 SOCS3 STAT1 STAT2 STAT3 STAT4 STAT5A TYK2 VAV1 ZAP70 WP_INTERLEUKIN1_IL1_STRUCTURAL_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERLEUKIN1_IL1_STRUCTURAL_PATHWAY ATF2 CHUK EIF4E ELK1 FOS IKBKB IL1A IL1R1 IL1RAP IRAK1 IRAK2 IRAK4 IRF7 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K3 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAPK2 MBP MKNK1 MKNK2 MYC MYD88 NFKB1 NFKBIA NFKBIB RELA RPS6KA5 SAFB TAB1 TAB2 TAB3 TANK TOLLIP TRAF6 WP_INTERLEUKIN1_INDUCED_ACTIVATION_OF_NFKB https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTERLEUKIN1_INDUCED_ACTIVATION_OF_NFKB AJUBA IL1A IRAK1 NFKB1 PRKCZ SQSTM1 TIFA TRAF6 UBE2N UBE2V1 WP_INTRACELLULAR_TRAFFICKING_PROTEINS_INVOLVED_IN_CMT_NEUROPATHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTRACELLULAR_TRAFFICKING_PROTEINS_INVOLVED_IN_CMT_NEUROPATHY DNM2 EGR2 FGD4 FIG4 GDAP1 HSPB1 HSPB8 KIF1B LITAF LRSAM1 MFN2 MPZ MTMR2 NDRG1 NEFL PMP22 RAB11A RAB11B RAB25 RAB3A RAB3B RAB4A RAB4B RAB7A RABAC1 SBF2 SH3TC2 WP_INTRAFLAGELLAR_TRANSPORT_PROTEINS_BINDING_TO_DYNEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INTRAFLAGELLAR_TRANSPORT_PROTEINS_BINDING_TO_DYNEIN DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2I1 DYNC2I2 DYNC2LI1 DYNLL1 DYNLL2 DYNLRB1 DYNLRB2 DYNLT1 DYNLT2B DYNLT3 IFT122 IFT140 IFT22 IFT25 IFT27 IFT43 IFT46 IFT80 IFT81 WDR19 WDR35 WP_INVOLVEMENT_OF_SECRETASE_IN_NEURODEGENERATIVE_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_INVOLVEMENT_OF_SECRETASE_IN_NEURODEGENERATIVE_DISEASES AKT1 AKT2 AKT3 APP BACE1 BDNF CEBPB LGMN MAOB MAPT NTRK2 PPP2CB SET SNCA SRPK2 STAT1 TARDBP WP_IRINOTECAN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IRINOTECAN_PATHWAY ABCC1 ABCC2 ABCG2 BCHE CES1 CES2 CYP3A4 CYP3A5 SLCO1B1 UGT1A1 UGT1A10 UGT1A9 WP_IRONSULFUR_CLUSTER_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IRONSULFUR_CLUSTER_BIOGENESIS ABCB7 CIAO2B FDX1 FDXR FXN GLRX5 HSCB HSPA9 ISCU LYRM4 NARF NFS1 NFU1 NUBP1 NUBP2 WP_IRON_METABOLISM_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IRON_METABOLISM_DISORDERS BCS1L CP CYBRD1 FTH1 FTL HAMP HEPH HFE HJV PANK2 SLC11A2 SLC40A1 STEAP3 TF TFR2 TFRC UQCRFS1 WP_IRON_METABOLISM_IN_PLACENTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_IRON_METABOLISM_IN_PLACENTA ACO1 FTH1 HAMP HEPHL1 IREB2 MCOLN1 SLC11A2 SLC40A1 STEAP3 TF TFR2 TFRC WP_JAKSTAT_SIGNALING_IN_THE_REGULATION_OF_BETA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_JAKSTAT_SIGNALING_IN_THE_REGULATION_OF_BETA_CELLS AKT1 AKT1S1 AKT2 AKT3 CCND2 CCND3 CDK4 CISH EPO EPOR FOXM1 GH1 GHR HRAS IFNG IFNGR1 IFNGR2 IL6 IL6R JAK2 KRAS MLST8 MTOR NRAS PRL PRLR RPTOR SOCS1 SOCS2 SOCS3 STAT1 STAT3 STAT5A STAT5B WP_JOUBERT_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_JOUBERT_SYNDROME AHI1 ANKS6 ARL13B ARL2 ARL3 ARMC9 ARR3 ATF4 ATM B9D1 B9D2 BBS1 BBS2 BBS4 BBS5 BBS7 BBS9 CC2D2A CCP110 CEP104 CEP120 CEP164 CEP290 CEP41 CEP97 CETN1 CETN2 CPLANE1 CSPP1 DVL1 DVL3 FLNA INPP5E INVS KAT5 KIAA0586 MKS1 MRE11 MTOR MYO5A MYO6 NEK8 NIN NPHP1 NPHP3 NPHP4 OFD1 PARP1 PCM1 PCNT PDE6A PDE6B PDE6D PDE6G PIBF1 RAB3IP RAB8A RAD50 RHEB RHOA RP2 RPGRIP1L SHH SUFU TCTN1 TCTN2 TCTN3 TMEM138 TMEM17 TMEM216 TMEM231 TMEM237 TMEM67 TTC8 UNC119 ZNF423 WP_KALLMANN_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KALLMANN_SYNDROME AKT1 ANOS1 ASCL1 CHD7 FGF8 FGFR1 FRS2 GNRH1 GRB2 LHB MAP2K2 MAPK1 MYRF NEUROG1 OLIG2 OTX2 PIK3CA PLXND1 PROK2 PROKR2 PTPN11 SEMA3E SOX10 TMEM98 WP_KCNQ2RELATED_EPILEPSIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KCNQ2RELATED_EPILEPSIES AGTR1 AKAP5 ANK3 BACE1 BDKRB2 CALM1 CHRM1 CSNK2A1 ITPR1 KCNQ2 KCNQ3 P2RY1 PLCG2 PPP1R10 PPP3CC PRKACA PRKCA SCN1B STX1A WP_KENNEDY_PATHWAY_FROM_SPHINGOLIPIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KENNEDY_PATHWAY_FROM_SPHINGOLIPIDS CEPT1 CHKA CHKB CHPT1 ETNK1 ETNK2 PCYT1A PCYT1B PCYT2 PEMT PISD PTDSS1 PTDSS2 SGPL1 WP_KETOGENESIS_AND_KETOLYSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KETOGENESIS_AND_KETOLYSIS ACAT1 BDH1 CPT2 OXCT1 SLC16A1 SLC25A20 SLC2A1 UCP2 WP_KININKALLIKREIN_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KININKALLIKREIN_PATHWAY BDKRB1 BDKRB2 CPN1 F12 KLKB1 KNG1 SERPING1 WP_KISSPEPTINKISSPEPTIN_RECEPTOR_SYSTEM_IN_THE_OVARY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KISSPEPTINKISSPEPTIN_RECEPTOR_SYSTEM_IN_THE_OVARY AKT1 AKT2 AMH ARRB1 ARRB2 BMP15 CYP11A1 FSHR GDF9 HRAS HSD3B1 KISS1 KISS1R KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MMP9 NFKB1 NRAS PDK1 PIK3CA PIK3CB PIK3CD PIK3CG PLCB1 PLCB2 PLCB3 PLCB4 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ RAF1 STAR WP_KIT_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KIT_RECEPTOR_SIGNALING AKT1 BAD BCL2 BTK CBL CRK CRKL DOK1 EP300 FOS FOXO3 FYN GAB2 GRB10 GRB2 GRB7 HRAS INPP5D JAK2 JUNB KIT KITLG LYN MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPT MATK MITF PIK3R1 PIK3R2 PLCG1 PRKCA PRKCB PTPN11 PTPN6 RAF1 RPS6 RPS6KA1 RPS6KA3 RPS6KB1 SH2B2 SHC1 SNAI1 SNAI2 SOCS1 SOCS6 SOS1 SRC STAT1 STAT3 STAT5A STAT5B TBX2 TEC VAV1 WP_KLEEFSTRA_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KLEEFSTRA_SYNDROME ACTL6A ACTL6B ARID1A ARID1B ASH2L ASXL1 BAP1 DPY30 EHMT1 H3-3A H3-3B KDM6A KMT2C MBD5 NCOA6 NR1I3 PAGR1 PAXIP1 RBBP5 RXRA SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 WDR5 WP_KREBS_CYCLE_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KREBS_CYCLE_DISORDERS DHTKD1 DLST FH GPT LDHA LDHB LDHC MPC1 PCK2 PDHX SUCLA2 SUCLG1 SUCLG2 WP_KYNURENINE_PATHWAY_AND_LINKS_TO_CELL_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_KYNURENINE_PATHWAY_AND_LINKS_TO_CELL_SENESCENCE AADAT ACMSD AFMID AHR CAT CDKN1A EIF2AK1 EIF2AK4 FOXO1 HAAO IDO1 IDO2 IFNB1 IFNG IL1R2 KLF5 KMO KYNU NOS1 QPRT TDO2 TLR4 TNF TP53 WP_LACTATE_SHUTTLE_IN_GLIAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LACTATE_SHUTTLE_IN_GLIAL_CELLS CA2 CA4 HK1 LDHA LDHB NUDT14 SLC16A1 SLC16A3 SLC16A7 SLC1A2 SLC2A1 SLC2A3 SLC4A4 WP_LACTO_SERIES_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LACTO_SERIES_SPHINGOLIPID_METABOLISM B3GALT1 B3GALT2 B3GNT5 FUT1 FUT2 FUT3 WP_LDLRAD4_AND_WHAT_WE_KNOW_ABOUT_IT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LDLRAD4_AND_WHAT_WE_KNOW_ABOUT_IT ATG16L1 LDLRAD4 LDLRAD4-AS1 NEDD4 PMEPA1 SMAD2 TGFBR1 TGFBR2 WP_LDL_INFLUENCE_ON_CD14_AND_TLR4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LDL_INFLUENCE_ON_CD14_AND_TLR4 ATF4 CCL2 CD14 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 IL10 IL1B IL6 MAPK11 MAPK12 MAPK13 MAPK14 NFKB1 NFKB2 REL RELA RELB TLR4 WP_LEPTININSULIN_SIGNALING_OVERLAP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEPTININSULIN_SIGNALING_OVERLAP AKT1 DGKZ INS INSR IRS1 IRS2 IRS4 JAK2 LEP LEPR PDPK1 PIK3CG PIK3R3 SOCS1 SOCS2 SOCS3 STAT3 WP_LEPTIN_AND_ADIPONECTIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEPTIN_AND_ADIPONECTIN ACACA ADIPOQ ADIPOR1 ADIPOR2 CPT1A LEP LEPR PRKAA1 PRKAB1 PRKAG1 WP_LEPTIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEPTIN_SIGNALING ACACA ACACB AKT1 BAD BAX BCL2L1 CCND1 CDC42 CFL2 CHUK CISH CREB1 EIF4E EIF4EBP1 ELK1 ERBB2 ESR1 FOXO1 FYN GRB2 GSK3A GSK3B HRAS IKBKB IKBKG IL1B IL1RN IRS1 JAK1 JAK2 KHDRBS1 KPNA4 LEP LEPR MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MTOR NCOA1 NFKB1 NOS3 PDE3B PIK3R1 PIK3R2 PLCG1 PLCG2 PRKAA1 PRKAA2 PTEN PTK2 PTPN1 PTPN11 RAC1 RAF1 REL RELA RHOA ROCK1 ROCK2 RPS6 RPS6KA1 RPS6KB1 SH2B1 SHC1 SOCS2 SOCS3 SOCS7 SOS1 SP1 SRC STAT1 STAT3 STAT5B WP_LET7_INHIBITION_OF_ES_CELL_REPROGRAMMING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LET7_INHIBITION_OF_ES_CELL_REPROGRAMMING EGR1 KLF4 MIRLET7A1 MIRLET7A2 MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I MYC POU5F1 SOX2 TRIM71 WP_LEUCINE_ISOLEUCINE_AND_VALINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEUCINE_ISOLEUCINE_AND_VALINE_METABOLISM ACAD8 ACADSB ACAT1 ACSF3 ALDH6A1 AUH BCAT1 BCAT2 BCKDHA BCKDHB DBT DLD ECHS1 HIBADH HIBCH HMGCLL1 HSD17B10 IVD MCCC1 MCCC2 MLYCD MMUT PCCA PCCB WP_LEUKOCYTEINTRINSIC_HIPPO_PATHWAY_FUNCTIONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEUKOCYTEINTRINSIC_HIPPO_PATHWAY_FUNCTIONS CCR7 CD19 FERMT3 FOXO1 FOXO3 FOXO4 FOXO6 FOXP3 FYB1 ITGAL KNSTRN LATS1 LATS2 LPL MAPK14 MIR21 MOB1A MST1 NDRG1 PRDM1 RAB13 RAC1 RAP1A RASSF5 RHOA SAV1 STK3 STK38L TAFAZZIN TEAD1 TEAD2 TEAD3 TEAD4 YAP1 YWHAQ WP_LEUKOTRIENE_METABOLIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LEUKOTRIENE_METABOLIC_PATHWAY ABCC1 ALOX5 ALOX5AP CYP4F3 DECR1 DECR2 DPEP1 DPEP2 GGT1 GGT5 LTA4H LTC4S PTGR1 WP_LINOLEIC_ACID_METABOLISM_AFFECTED_BY_SARSCOV2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LINOLEIC_ACID_METABOLISM_AFFECTED_BY_SARSCOV2 ACE2 ACOT2 ELOVL2 ELOVL5 FADS1 FADS2 WP_LIPID_METABOLISM_IN_SENESCENT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LIPID_METABOLISM_IN_SENESCENT_CELLS ALOX5 CDKN1A HRAS PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2D PLA2G3 PLA2G4A PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLA2G7 PTGS2 SLCO2A1 TP53 WP_LIPID_METABOLISM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LIPID_METABOLISM_PATHWAY ABHD5 ACACA ACLY ACSBG1 ACSS2 AKT1 AKT2 AKT3 BCKDHA FASN HILPDA LIPE PDHA1 PLIN1 PNPLA2 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKAR1A PRKAR1B PRKAR2A PRKAR2B WP_LIPID_PARTICLES_COMPOSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LIPID_PARTICLES_COMPOSITION APOA1 APOA2 APOB APOC2 APOC3 APOE CETP LCAT LDLR LPL WP_LIVER_X_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LIVER_X_RECEPTOR_PATHWAY ABCG5 ABCG8 CYP2B6 CYP3A4 CYP7A1 FASN NR1H3 RXRA SCD SREBF1 WP_LNCRNAMEDIATED_MECHANISMS_OF_THERAPEUTIC_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LNCRNAMEDIATED_MECHANISMS_OF_THERAPEUTIC_RESISTANCE ABCB1 BCL2L1 CDKN1A HIF1A HOTAIR LINC-ROR LINC00970 MEG3 TP53 VLDLR-AS1 WNT6 WP_LNCRNA_IN_CANONICAL_WNT_SIGNALING_AND_COLORECTAL_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LNCRNA_IN_CANONICAL_WNT_SIGNALING_AND_COLORECTAL_CANCER APC APC2 ATF3 AXIN1 AXIN2 CCND1 CCND2 CCND3 CDK6 CDK8 CER1 CHD8 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CXXC4 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 EZH2 FOSL1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B H19 HNRNPK HNRNPU JUN KREMEN1 LEF1 LRP5 LRP6 MACROH2A2 MAP3K7 MIR16-1 MIR16-2 MIR34AHG MIR675 MYC NKD1 NKD2 NLK NOTUM PLAU PORCN ROR1 ROR2 RUVBL1 RYK SENP2 SERPINF1 SFRP1 SFRP2 SFRP4 SFRP5 SOST SOX17 TCF3 TCF7 TCF7L1 TCF7L2 TFAP2A WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_LTF_DANGER_SIGNAL_RESPONSE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LTF_DANGER_SIGNAL_RESPONSE_PATHWAY AGER CD14 CXCL8 IFNA1 IFNB1 IL1A IL1B IL6 IRAK1 IRAK4 LTF MAPK1 MYD88 NFKB1 TLR2 TLR4 TNF TRAF6 TREM1 WP_LUNG_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LUNG_FIBROSIS ATP11A BMP7 CALCA CCL11 CCL2 CCL3 CCL4 CCL5 CCN2 CCR2 CCR3 CEBPB CMA1 CSF2 CSF3 CXCL2 CXCL8 CYSLTR2 DPP9 DSP EDN1 EGF ELMOD2 ELN FAM13A FGF1 FGF2 FGF7 GREM1 HGF HMOX1 IGF1 IL12B IL13 IL1B IL4 IL5 IL6 MECP2 MMP2 MMP9 MT2A MUC5B NFE2L2 PARN PDGFA PDGFB PLAU PTX3 RTEL1 SERPINA1 SFTPA1 SFTPA2 SFTPC SKIL SMAD7 SPP1 STN1 TERT TGFA TGFB1 TIMP1 TNF WP_LUNG_PATHOLOGY_OF_COVID19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_LUNG_PATHOLOGY_OF_COVID19 CCL2 CGAS CSF2 CXCL10 CXCL11 CXCL9 IFIH1 IL18 IL1B IL6 IRF3 MAVS NFKB1 RIGI STING1 TBK1 TLR3 TLR7 TLR8 TNF WP_MACROPHAGESTIMULATING_PROTEIN_MSP_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MACROPHAGESTIMULATING_PROTEIN_MSP_SIGNALING ABL1 ACACA ACTA2 AKT1 BGLAP CCL2 CDH1 CDH2 CLDN1 CLDN5 COL4A1 CPT1A CRKL CSF2 CSF3 CTNNB1 CXCL1 CXCL10 CXCL2 CXCL5 CXCL8 DUSP1 DUSP4 DUSP6 EGR1 ELK1 FGFR1 FLT1 FN1 FOS FZD1 GAB1 GRB2 GSK3B HK2 HSPB1 IBSP IFNB1 IGF1R IL10 IL1B IL6 ITGB1 JUN KDR KLK15 LDHA MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP9 MST1 MST1R MTOR NDRG1 NFKB1 NR0B2 NR4A1 OCLN PARP1 PCNA PDCD4 PDGFRA PDGFRB PDPK1 PIK3R1 PLCG1 PPARGC1A PRKAA2 PRKCB PTEN PTK2 RAF1 RELA RPS6 RPS6KA1 RPS6KA3 RPS6KA4 RPS6KA5 RPS6KB1 SHC1 SIX1 SLC2A1 SLPI SMAD1 SMAD2 SMAD3 SMAD5 SMAD6 SMAD9 SNAI2 SOCS1 SOCS3 SP7 SRC TGFB1 TJP1 TNF TP53 VEGFA VIM WNT10B ZEB1 ZEB2 WP_MACROPHAGE_MARKERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MACROPHAGE_MARKERS CD14 CD163 CD68 CD74 CD83 CD86 F3 LYZ RAC2 WP_MAJOR_RECEPTORS_TARGETED_BY_EPINEPHRINE_AND_NOREPINEPHRINE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAJOR_RECEPTORS_TARGETED_BY_EPINEPHRINE_AND_NOREPINEPHRINE ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 WP_MALE_INFERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MALE_INFERTILITY ABCB1 ABLIM1 AGO2 AHR AHRR APOB AR ATM BCL2 BHMT BMAL1 BRCA2 BRDT CAT CCNA1 CCNK CCNT1 CCNT2 CDC42BPA CDK9 CHD2 CLOCK CLU CREBBP CRISP2 CTCFL CXXC1 CYP17A1 CYP1A1 CYP26B1 DAZ1 DAZ2 DAZ3 DAZ4 DAZL DDX20 DDX4 DND1 EP300 EPPIN EPSTI1 ERCC1 ERCC2 ESR1 ESR2 ETV5 FAS FASLG FOLH1 GNAO1 GPX1 H2BW1 H3-4 H4C1 HLA-DRA HMGA1 HORMAD1 HORMAD2 IHO1 INSR KDM3A KLK2 LIG4 LRWD1 LTF MAS1L MDM2 MLH1 MLH3 MMP2 MMP9 MOV10L1 MSH4 MSH5 MSMB MTHFD1 MTHFR MTR MTRR NANOS1 NFE2L2 NOS1 NOS2 NOS3 NQO1 OR2W3 PACRG PARP1 PEMT PEX10 PIWIL1 PIWIL2 PIWIL3 PIWIL4 PMS2 POLB POLG PON1 PON2 PRDM9 PRM1 PRM2 PRM3 PRMT6 PSAT1 PUM2 RAG1 REC8 RFC1 RGS9 SEMG1 SEPTIN12 SHMT1 SIRPA SIRPG SLC16A7 SLC46A1 SOD2 SOD3 SOX5 SPATA17 SPO11 SRD5A2 STRA8 TAS2R38 TCN2 TEX15 THBS1 TMEM132E TNF TRIP13 TSSK4 TSSK6 UBD UBE2B UBR2 USP26 USP8 VCX XPC XRCC2 XRCC3 XRCC4 XRCC5 YBX2 WP_MALE_STEROID_HORMONES_IN_CARDIOMYOCYTE_ENERGY_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MALE_STEROID_HORMONES_IN_CARDIOMYOCYTE_ENERGY_METABOLISM AKR1C3 CYP11A1 CYP17A1 CYP19A1 HSD17B14 HSD17B2 HSD17B3 HSD3B1 HSD3B2 SRD5A1 SRD5A2 SULT1A1 UGT1A1 WP_MAMMALIAN_DISORDER_OF_SEXUAL_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMALIAN_DISORDER_OF_SEXUAL_DEVELOPMENT AMH AMHR2 CBX2 CTNNB1 DHH DMRT1 EMX2 FGF9 FGFR2 FOXL2 FST GATA4 INSL3 MAPK11 NR5A1 PBX1 PTGDS RBFOX2 RSPO1 SOX8 SOX9 SRD5A1 SRY WNT4 WT1 WP_MAMMARY_GLAND_DEVELOPMENT_EMBRYONIC_DEVELOPMENT_STAGE_1_OF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMARY_GLAND_DEVELOPMENT_EMBRYONIC_DEVELOPMENT_STAGE_1_OF_4 AKT1 ALPL CCND1 CDH1 CLDN4 ERBB4 ITGA6 ITGB1 MIR200A MIR200B MIR429 MYC NRG3 SFRP1 TERT TGFB1 TNF ZEB2 WP_MAMMARY_GLAND_DEVELOPMENT_INVOLUTION_STAGE_4_OF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMARY_GLAND_DEVELOPMENT_INVOLUTION_STAGE_4_OF_4 BAX CDH1 CHI3L1 E2F1 IL6ST MMP9 MYC SOCS3 STAT3 TP53 WP_MAMMARY_GLAND_DEVELOPMENT_PREGNANCY_AND_LACTATION_STAGE_3_OF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMARY_GLAND_DEVELOPMENT_PREGNANCY_AND_LACTATION_STAGE_3_OF_4 ATP2C2 BCL2L1 CAV1 CCND1 CEBPA CEBPB CHUK CSN2 EGFR EIF4E ELF5 ERBB2 ERBB3 ERBB4 ESR1 ESR2 GAL GJB2 JAK2 MYC NR3C1 ORAI1 PGR PNCK PRL PRLR PTPN1 TNFRSF11A TNFSF11 TPM3 TTC9 USF2 YY1 WP_MAMMARY_GLAND_DEVELOPMENT_PUBERTY_STAGE_2_OF_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAMMARY_GLAND_DEVELOPMENT_PUBERTY_STAGE_2_OF_4 AREG CCND1 EGF ERBB2 ESR1 FN1 FOSL1 MYC NRIP1 PGR STAT5A TIMP1 VIM WP_MAP3K1_ROLE_IN_PROMOTING_AND_BLOCKING_GONADAL_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAP3K1_ROLE_IN_PROMOTING_AND_BLOCKING_GONADAL_DETERMINATION AXIN1 CTNNB1 FGF9 FGFR2 FOXL2 FRAT1 GADD45G GSK3B MAP3K1 MAP3K4 MAPK1 MAPK11 RHOA ROCK1 SOX9 SRY WNT4 WP_MAPK_AND_NFKB_SIGNALING_INHIBITED_BY_YERSINIA_YOPJ https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAPK_AND_NFKB_SIGNALING_INHIBITED_BY_YERSINIA_YOPJ CHUK IKBKB IKBKG MAP2K6 MAP3K1 MAP3K14 MAPK1 NFKB1 NFKBIA RAF1 RRAS TRAF6 WP_MAPK_CASCADE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAPK_CASCADE ARAF BRAF ELK1 GRB2 HRAS JUN KRAS LAMTOR3 MAP2 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K12 MAP3K2 MAP3K3 MAPK1 MAPK10 MAPK12 MAPK14 MAPK3 MBP NRAS PLCB3 RAF1 RASA3 RRAS SIPA1 SOS1 SOS2 WP_MAPK_PATHWAY_IN_CONGENITAL_THYROID_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAPK_PATHWAY_IN_CONGENITAL_THYROID_CANCER ALK BRAF ELK1 FOS GAREM2 JUN KRAS KSR1 MAP2K1 MAP2K2 MAPK3 MYC RAF1 SHC1 SOS1 SOS2 WP_MAPK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MAPK_SIGNALING AKT1 AKT2 AKT3 ARAF ARRB1 ARRB2 ATF2 ATF4 BDNF BRAF CACNA1A CACNA1B CACNA1C CACNA1D CACNA1E CACNA1F CACNA1G CACNA1H CACNA1I CACNA1S CACNA2D1 CACNA2D2 CACNA2D3 CACNA2D4 CACNB1 CACNB2 CACNB3 CACNB4 CACNG1 CACNG2 CACNG3 CACNG4 CACNG5 CACNG6 CACNG7 CACNG8 CASP3 CD14 CDC25B CDC42 CHUK CRK CRKL DAXX DDIT3 DUSP1 DUSP10 DUSP16 DUSP2 DUSP3 DUSP4 DUSP6 DUSP7 DUSP8 DUSP9 ECSIT EGF EGFR ELK1 ELK4 FAS FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLNA FLNB FLNC FOS GADD45A GNA12 GNG12 GRB2 HRAS HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 HSPB1 IKBKB IKBKG IL1A IL1B IL1R1 IL1R2 JUN JUND KRAS LAMTOR3 LRRK2 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K11 MAP3K12 MAP3K13 MAP3K14 MAP3K2 MAP3K20 MAP3K4 MAP3K5 MAP3K6 MAP3K7 MAP3K8 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK8IP1 MAPK8IP2 MAPK8IP3 MAPK9 MAPKAPK2 MAPKAPK3 MAPKAPK5 MAPT MAX MEF2C MKNK1 MKNK2 MRAS MYC NF1 NFATC1 NFATC3 NFKB1 NFKB2 NGF NLK NR4A1 NRAS NTF3 NTF4 NTRK1 NTRK2 PAK1 PAK2 PDGFA PDGFB PDGFRB PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PPM1A PPM1B PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PPP5C PRKACA PRKACB PRKACG PRKCA PRKCD PRKCG PTPN5 PTPN7 PTPRR RAC1 RAC2 RAC3 RAF1 RAP1A RAP1B RAPGEF2 RASA1 RASA2 RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RELA RELB RPS6KA3 RPS6KA4 RPS6KA5 RRAS RRAS2 SMIM40 SOS1 SOS2 SRF STK3 STK4 STMN1 TAB1 TAB2 TAOK1 TAOK2 TAOK3 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TNF TNFRSF1A TP53 TRAF2 TRAF6 WP_MARKERS_OF_KIDNEY_CELL_LINEAGE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MARKERS_OF_KIDNEY_CELL_LINEAGE ACTA2 ALDH1A2 AP2B1 AXIN2 BMP4 BMP7 CITED1 CTNNB1 DCN DES EGLN1 EGLN2 EGLN3 EMX2 EPO EYA1 FAT4 FGF7 FGF8 FOXD1 GDNF HNF1A HNF1B HNF4A JAG1 KCTD1 KDR KIT LHX1 NOTCH1 NPHS1 NPHS2 NT5E NTN1 OSR1 PAX2 PBX1 PDGFRB PECAM1 RARA RARB REN RSPO1 RSPO3 SALL1 SFRP1 SIX1 SIX2 SMAD1 SMAD5 TBX18 TCF21 TGFB1 TLX1 TNC VSX2 WNT4 WNT5A WT1 WP_MATRIX_METALLOPROTEINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MATRIX_METALLOPROTEINASES BSG MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP16 MMP17 MMP19 MMP2 MMP20 MMP21 MMP23B MMP24 MMP25 MMP26 MMP27 MMP28 MMP3 MMP7 MMP8 MMP9 TCF20 TIMP1 TIMP2 TIMP3 TIMP4 TNF WP_MBDNF_AND_PROBDNF_REGULATION_OF_GABA_NEUROTRANSMISSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MBDNF_AND_PROBDNF_REGULATION_OF_GABA_NEUROTRANSMISSION AP2A1 AP2A2 AP2B1 BDNF CREB1 CREM GABRA1 GABRA2 GABRA3 GABRA4 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRE GABRG1 GABRG2 GABRG3 GABRP GABRQ JAK2 NGFR NTRK2 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PLCG1 PTEN RHOA ROCK1 SHC1 SLC12A5 STAT3 WP_MEASLES_VIRUS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MEASLES_VIRUS_INFECTION ADAR APAF1 BAD BAK1 BAX BBC3 BCL2 BCL2L1 BID CASP3 CASP8 CASP9 CBLB CCND1 CCND2 CCND3 CCNE1 CCNE2 CD209 CD28 CD3D CD3E CD3G CD46 CDK2 CDK4 CDK6 CDKN1B CHUK CLEC4M CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CYCS EIF2AK1 EIF2AK2 EIF2AK3 EIF2AK4 EIF2S1 EIF3H FADD FAS FASLG FCGR2B FOS HSPA1A HSPA1B HSPA1L HSPA2 HSPA6 HSPA8 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL12A IL12B IL1A IL1B IL2 IL2RA IL2RB IL2RG IL6 IRAK1 IRAK4 IRF3 IRF7 IRF9 JAK1 JAK3 JUN MAP3K7 MAPK10 MAPK8 MAPK9 MAVS MSN MX1 MYD88 NECTIN4 NFKB1 NFKB2 NFKBIA NFKBIB OAS1 OAS2 OAS3 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 RAB9A RAB9B RACK1 RCHY1 RELA RIGI SLAMF1 STAT1 STAT2 STAT3 STAT5A STAT5B TAB2 TBK1 TLR2 TLR4 TLR7 TLR9 TNFAIP3 TP53 TP73 TRADD TRAF3 TRAF6 TYK2 WP_MECHANOREGULATION_AND_PATHOLOGY_OF_YAPTAZ_VIA_HIPPO_AND_NONHIPPO_MECHANISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MECHANOREGULATION_AND_PATHOLOGY_OF_YAPTAZ_VIA_HIPPO_AND_NONHIPPO_MECHANISMS ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACTG2 BUB1B-PAK6 CDH1 CTNNA1 CTNNB1 ITGB1 ITGB2 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 LATS1 LIMD1 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAP4K5 MAPK10 MAPK8 MAPK9 MST1 NF2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 SAV1 SGMS1 SRC STK3 TEAD1 TEAD2 TEAD3 TEAD4 WWTR1 YAP1 YWHAQ WP_MECP2_AND_ASSOCIATED_RETT_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MECP2_AND_ASSOCIATED_RETT_SYNDROME AKT1 APOC2 ARHGEF26 BCL6 BDNF CAMK2A CDON CEBPD CNP CREB1 CSRP1 CTCF DHX9 DLX5 DLX6 E2F1 EZH2 FGF2 FGF3 FGF4 FGF5 FKBP5 FOXG1 FUS FUT8 GABRR2 GAD1 GAMT GPRIN1 GRIA1 GRIA3 GRIA4 GRID1 GRIN1 HDAC1 HNRNPF HNRNPH1 IGF1 IGF1R IGF2 MAG MBP MECP2 MEF2C MPP1 MTOR MYT1 NCOR1 NF1 NREP OPRK1 POU3F2 POU4F1 PRPF38A PSIP1 PTEN RBFOX1 REST RPS6 SGK1 SIN3A SMC3 SP1 SP3 SST TAF1 TAP1 TARDBP TET1 TET2 TET3 UBE3A YBX1 WP_MELANOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MELANOMA AKT1 AKT2 AKT3 ARAF BAD BAK1 BAX BRAF CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CCND1 CDH1 CDK4 CDK6 CDKN1A CDKN2A CREB1 DDB2 E2F1 E2F2 E2F3 ELK1 ERBB4 ETS1 FOS GADD45A GADD45B GADD45G GRB2 GRIN2A GRM3 HRAS KDR KIT KRAS LAMTOR3 MAP2K1 MAP2K2 MAPK1 MAPK3 MDM2 MITF NF1 NRAS PAK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 POLK PREX2 PTEN RAC1 RAF1 RB1 SHC2 SOS1 SOS2 STK19 TP53 VCL WP_MELATONIN_METABOLISM_AND_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MELATONIN_METABOLISM_AND_EFFECTS AANAT ACHE ADRB1 APOE ASMT BMAL1 CALM1 CAMK2A CLOCK CRY1 CRY2 CSNK1D CSNK1E CYP1A1 CYP1A2 CYP1B1 CYP2C19 CYP2D6 ECE1 EDN1 FOXO1 GSK3B IRAK1 MAOA MAP2 MIR126 MIR146A MTNR1A MTNR1B NFKB1 PER1 PER2 PER3 PRKCA SIRT1 SULT1A1 TRAF6 WP_MESODERMAL_COMMITMENT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MESODERMAL_COMMITMENT_PATHWAY ACACA ACVR1 ACVR2A ACVR2B ADAM19 AEBP2 AHDC1 AMH ARID5B ARL4A ASCC3 ATP8B2 AXIN1 AXIN2 BCORL1 BHLHE40 BMP4 BMP7 BMPR1A BMPR2 C1QBP C9orf72 CCDC6 CCDC88A CCND1 CEP250 CHRD CRTC1 CSRP2 CTBP2 CUL4B DDAH1 DIP2A DKK1 DLL1 DNMT3B ELK4 ELP4 EMSY EOMES EPB41L5 EXT1 EXT2 FGF8 FGFR1 FOXA1 FOXA2 FOXC1 FOXC2 FOXH1 FZD4 FZD5 FZD8 GATA3 GATA6 GDF3 GRHL2 HAND1 HES7 HMGA2 HNF4A HPRT1 HTT INHBA JAK2 JARID2 KDM6A KLF4 KLF5 LATS1 LEF1 LEFTY1 LEFTY2 MACF1 MBTD1 MEIS1 MIR125B1 MIR141 MIR200A MIR302C MIR372 MIR373 MIR375 MIXL1 MSGN1 MTF2 NABP2 NANOG NCAPG2 NFE2L2 NLK NODAL NOG PARP8 PAX6 PBX1 PBX3 PHF6 PIAS1 PITX2 PLCH1 POU5F1 PPP2CA PRKACA PRKAR1A RARB RARG RGS10 RPL38 SCHIP1 SESN1 SETD2 SLC2A12 SMAD1 SMAD2 SMAD3 SMAD4 SMAD6 SNAI1 SOX17 SOX2 SOX21 SRF TBX1 TBX3 TBX6 TCF4 TCF7L1 TEAD1 TEAD2 TET1 TEX56P TOX TOX3 TRERF1 TRIM28 TRIM5 TRIM71 TWSG1 UBR5 VAV3 WDCP WDFY2 WDHD1 WNT3 WNT3A YAP1 ZFHX4 ZIC2 ZIC3 ZIC5 ZNF281 ZNF462 WP_METABOLIC_EPILEPTIC_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_EPILEPTIC_DISORDERS AADAT AASS ACAT1 ACO1 ALDH7A1 ALDOA ALDOB ALDOC AMT ARG1 ASL ASS1 BTD CBS CDO1 CPS1 CTH DHTKD1 DLAT DLD ECHS1 ENO1 ENO2 ENO3 ETHE1 FBP1 FBP2 G6PC1 GAMT GAPDH GATM GCDH GCK GLDC GLS2 GLUD1 GOT1 GOT2 GPHN GPI GPT HADH HK1 HK2 HK3 HLCS LDHA LDHAL6B LDHB LDHC MDH1 MDH2 MOCS1 MOCS2 MOCS3 MPC1 MPC2 OTC PC PCK1 PDHA1 PFKL PFKM PFKP PGAM1 PGAM2 PGK1 PGK2 PHGDH PKLR PKM PSAT1 PSPH SFXN1 SHMT1 SHMT2 SLC1A5 SLC25A1 SLC25A15 SLC25A5 SLC2A1 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC7A2 SPCS1 SQOR SUOX TPI1 XDH WP_METABOLIC_PATHWAYS_OF_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_PATHWAYS_OF_FIBROBLASTS ADAMTS2 ALDH18A1 BMP1 CD36 FGFR1 FGFR4 GCK GLS GLUD1 GPI LDHA LOXL2 LPAR1 P3H3 P3H4 P4HA1 P4HA2 P4HA3 PGM1 PHGDH PLCG1 PLOD1 PSAT1 PSPH PYCR1 RHOA SERPINH1 SLC16A1 SLC1A5 SLC2A1 UGDH UGP2 WP_METABOLIC_PATHWAY_OF_LDL_HDL_AND_TG_INCLUDING_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_PATHWAY_OF_LDL_HDL_AND_TG_INCLUDING_DISEASES ABCA1 ANXA2 APOA1 APOA2 APOB APOC2 APOE CETP LCAT LDLR LDLRAP1 LIPC LIPG LPL MTTP PCSK9 SCARB1 WP_METABOLIC_REPROGRAMMING_IN_COLON_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_REPROGRAMMING_IN_COLON_CANCER ACLY ACO2 ALDOB DLST ENO1 FASN FH G6PD GAPDH GART GLS GLUD1 GOT2 GPI HK3 IDH2 IDH3A LDHA MDH2 PAICS PDHA1 PDHB PFKL PGAM1 PGD PGK1 PKM PPAT PSAT1 PSPH PYCR1 PYCR2 RPIA SDHB SHMT2 SLC16A3 SLC1A5 SLC2A1 SUCLG2 TALDO1 TIGAR TKT WP_METABOLIC_REPROGRAMMING_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLIC_REPROGRAMMING_IN_PANCREATIC_CANCER ACLY BCAT2 BCKDHA CARM1 CS DLAT DLD FASN GFPT1 GLS2 GLUD1 GNPNAT1 GOT1 GOT2 GPI GPT HK1 HK2 HMGCR HMGCS2 KRAS LDHA LDLR MDH1 ME1 PDHA1 PDHB PDHX PFKL PGM3 PKM RPE RPIA SLC16A1 SLC16A4 SLC1A5 SLC2A1 SLC43A1 SLC7A5 SOAT1 TP53 UAP1 WP_METABOLISM_OF_ALPHALINOLENIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLISM_OF_ALPHALINOLENIC_ACID ALOX12 ALOX15 ALOX5 FADS1 FADS2 PTGS2 WP_METABOLISM_OF_SPHINGOLIPIDS_IN_ER_AND_GOLGI_APPARATUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METABOLISM_OF_SPHINGOLIPIDS_IN_ER_AND_GOLGI_APPARATUS B3GALNT1 B3GALT1 B3GALT2 B4GALNT1 B4GALT1 B4GALT2 CERK CERS3 GALNT1 GALNT16 KDSR SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SPHK1 SPHK2 ST6GALNAC3 UGCG UGT8 WP_METAPATHWAY_BIOTRANSFORMATION_PHASE_I_AND_II https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METAPATHWAY_BIOTRANSFORMATION_PHASE_I_AND_II AKR1A1 AKR1B1 AKR1B10 AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 AKR7A2 AKR7A3 BAAT CHST1 CHST10 CHST11 CHST12 CHST13 CHST14 CHST2 CHST3 CHST4 CHST5 CHST6 CHST7 CHST8 CHST9 COMT CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP21A2 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 EPHX1 EPHX2 FMO1 FMO2 FMO3 FMO4 FMO5 GAL3ST1 GAL3ST2 GAL3ST3 GAL3ST4 GLYAT GLYATL1 GLYATL2 GPX2 GPX3 GPX4 GPX5 GSR GSS GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTCD GSTK1 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTO1 GSTO2 GSTP1 GSTT2 GSTT2B GSTZ1 HNMT HS2ST1 HS3ST1 HS3ST2 HS3ST3A1 HS3ST3B1 HS3ST4 HS3ST5 HS3ST6 HS6ST1 HS6ST2 HS6ST3 INMT KCNAB1 KCNAB2 KCNAB3 MGST1 MGST2 MGST3 NAA20 NAA30 NAA40 NAA50 NAA80 NAT10 NAT14 NAT2 NAT8 NAT8L NAT9 NDST1 NDST2 NDST3 NDST4 NNMT SLX1A-SULT1A3 SULT1A1 SULT1A2 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 TPMT UGT1A1 UGT1A10 UGT1A3 UGT1A4 UGT1A5 UGT1A6 UGT1A7 UGT1A9 UGT2A1 UGT2A2 UGT2A3 UGT2B11 UGT2B15 UGT2B17 UGT2B28 UGT2B4 UGT2B7 WP_METASTATIC_BRAIN_TUMOR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METASTATIC_BRAIN_TUMOR CDC42 CDK6 E2F3 MIR101-1 MIR101-2 MIR148A MIR148B MIR29B1 MIR29B2 MIR29C MIR34A MIR34B MIR34C MIRLET7A1 MIRLET7A2 MIRLET7B MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MYC PIK3R1 TP53 WP_METHIONINE_DE_NOVO_AND_SALVAGE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METHIONINE_DE_NOVO_AND_SALVAGE_PATHWAY ADI1 AHCY AMD1 APIP BHMT CHDH ENOPH1 IL4I1 MAT1A MAT2A MAT2B MRI1 MSRA MSRB2 MSRB3 MTAP MTR ODC1 SMS SRM TAT TXN WP_METHIONINE_METABOLISM_LEADING_TO_SULFUR_AMINO_ACIDS_AND_RELATED_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METHIONINE_METABOLISM_LEADING_TO_SULFUR_AMINO_ACIDS_AND_RELATED_DISORDERS ADK AHCY BHMT CBS CDO1 CSAD CTH GNMT MAT1A MAT2B MTR WP_METHYLATION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_METHYLATION_PATHWAYS COMT HNMT INMT MAT1A MAT2A MAT2B NNMT PNMT TPMT WP_MET_IN_TYPE_1_PAPILLARY_RENAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MET_IN_TYPE_1_PAPILLARY_RENAL_CELL_CARCINOMA AKT1 AKT2 AKT3 ALK ARAF BAD BRAF BUB1B-PAK6 C8orf34 CBL CDC42 CDKN1A CRK CRKL ELOA ETS1 GAB1 GRB2 HGF HRAS INSL3 JAK3 JUN KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK8 MET NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PRCC PTK2 PTPN11 RAC1 RAF1 RAP1A RAP1B RAPGEF1 RPL11 SOS1 SOS2 SRC STAT3 STRN TFE3 WP_MEVALONATE_ARM_OF_CHOLESTEROL_BIOSYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MEVALONATE_ARM_OF_CHOLESTEROL_BIOSYNTHESIS_PATHWAY ACAT1 ACAT2 FDFT1 FDPS GGPS1 HMGCL HMGCR HMGCS1 IDI1 IDI2 MVD MVK PMVK WP_MEVALONATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MEVALONATE_PATHWAY ACAT2 FDPS HMGCR HMGCS1 MVD MVK PMVK WP_MFAP5MEDIATED_OVARIAN_CANCER_CELL_MOTILITY_AND_INVASIVENESS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MFAP5MEDIATED_OVARIAN_CANCER_CELL_MOTILITY_AND_INVASIVENESS CREB1 ITGAV ITGB3 ITPR3 JUN MAPK1 MAPK3 MFAP5 PLCG1 PRKCQ PTK2 RYR3 TNNC1 WP_MFAP5_EFFECT_ON_PERMEABILITY_AND_MOTILITY_OF_ENDOTHELIAL_CELLS_VIA_CYTOSKELETON_REARRANGEMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MFAP5_EFFECT_ON_PERMEABILITY_AND_MOTILITY_OF_ENDOTHELIAL_CELLS_VIA_CYTOSKELETON_REARRANGEMENT ACTN1 CREB1 ITGAV ITGB3 ITPR1 JUN LPP MAPK1 MAPK3 MFAP5 MYL2 MYLK PLCG1 PRKCQ PTK2 PXN TJP1 VCL WP_MICROGLIA_PATHOGEN_PHAGOCYTOSIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICROGLIA_PATHOGEN_PHAGOCYTOSIS_PATHWAY ARPC1B C1QA C1QB C1QC CYBA CYBB FCER1G FCGR1A HCK ITGAM ITGB2 LAT LYN NCF1 NCF2 NCF4 NCKAP1L PIK3C2A PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R6 PLCG2 PTPN6 RAC1 RAC2 RAC3 SIGLEC7 SYK TREM1 TREM2 TYROBP VAV1 VAV2 VAV3 WP_MICRORNAS_IN_CARDIOMYOCYTE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICRORNAS_IN_CARDIOMYOCYTE_HYPERTROPHY AGT AKT1 AKT2 CALM1 CAMK2D CDK7 CDK9 CHUK CISH CTF1 CTNNB1 DVL1 EDN1 EGF EIF2B5 FGF2 FGFR2 FZD1 FZD2 GATA4 GSK3B HDAC4 HDAC5 HDAC7 HDAC9 IGF1 IGF1R IKBKB IKBKE IKBKG IL6ST LIF LRP5 LRP6 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K14 MAPK1 MAPK14 MAPK3 MAPK4 MAPK7 MAPK8 MIR103A1 MIR103A2 MIR125B1 MIR125B2 MIR130B MIR133A1 MIR133A2 MIR133B MIR140 MIR15B MIR185 MIR195 MIR199A1 MIR199A2 MIR208A MIR21 MIR214 MIR23A MIR27B MIR30E MIRLET7B MTOR MYEF2 MYLK MYLK3 NFATC4 NFKB1 NPPA NPPB NRG1 PDPK1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PLA2G2A PLCB2 PPP3CA PPP3CB PRKCB PRKG1 RAC1 RAF1 RCAN1 RHOA ROCK1 ROCK2 STAT3 TAB1 TGFB1 TNF WNT3A WNT5A WP_MICRORNA_FOR_TARGETING_CANCER_GROWTH_AND_VASCULARIZATION_IN_GLIOBLASTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICRORNA_FOR_TARGETING_CANCER_GROWTH_AND_VASCULARIZATION_IN_GLIOBLASTOMA HES1 HEY1 HIF1A HIF1AN MIR148A MIR31 VEGFA VEGFB VEGFC WP_MICRORNA_NETWORK_ASSOCIATED_WITH_CHRONIC_LYMPHOCYTIC_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICRORNA_NETWORK_ASSOCIATED_WITH_CHRONIC_LYMPHOCYTIC_LEUKEMIA ADAMTSL4-AS1 BCL2 MCL1 MIR15A MIR16-1 MIR34A MIR34B MIR34C TP53 ZAP70 WP_MICROTUBULE_CYTOSKELETON_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MICROTUBULE_CYTOSKELETON_REGULATION ABL1 AKT1 APC AURKB CAMK4 CDC42 CDK1 CFL2 CLASP1 CLIP1 DIAPH1 DPYSL2 DVL1 EPHB2 F2RL2 GNAQ GSK3B KIF2C LIMK1 MAP1B MAPKAPK2 MAPRE1 MAPT MARK1 MARK2 NTRK1 NTRK2 NTRK3 PAK1 PARD6A PHLDB2 PRKACA PRKCA PTEN PTPRA RAC1 RHO ROCK1 SPRED1 SRC STAT3 STMN1 TAOK1 TESK2 TIAM1 TPPP TRIO WNT3A WP_MINERALOCORTICOID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MINERALOCORTICOID_BIOSYNTHESIS AKR1C1 AKR1C2 AKR1C3 AKR1C4 AKR1D1 CYP11B1 CYP11B2 CYP21A2 HSD11B1 HSD11B2 SRD5A1 SRD5A2 UGT1A10 UGT2B7 WP_MIR124_PREDICTED_INTERACTIONS_WITH_CELL_CYCLE_AND_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIR124_PREDICTED_INTERACTIONS_WITH_CELL_CYCLE_AND_DIFFERENTIATION CTDSP1 PRKAA1 PTBP1 SIX4 STK11 STRADB WP_MIR5093P_ALTERATION_OF_YAP1ECM_AXIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIR5093P_ALTERATION_OF_YAP1ECM_AXIS BCAR1 COL1A1 COL3A1 COL5A1 EDNRA FN1 GPC6 MIR509-3 PBX3 SNAI2 SPARC TEAD1 TEAD2 TEAD3 TEAD4 THBS2 TWIST1 YAP1 WP_MIR517_RELATIONSHIP_WITH_ARCN1_AND_USP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIR517_RELATIONSHIP_WITH_ARCN1_AND_USP1 ARCN1 CDKN1A ID1 ID2 USP1 WP_MIRNAS_INVOLVED_IN_DNA_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNAS_INVOLVED_IN_DNA_DAMAGE_RESPONSE ABL1 ATM CCND1 CCND3 CCNE1 CDC25A CDK6 CDKN1A CDKN1B CREB1 E2F1 H2AX MIR100 MIR106B MIR143 MIR145 MIR15A MIR15B MIR16-1 MIR17 MIR181A1 MIR181B1 MIR18A MIR195 MIR19A MIR19B1 MIR203A MIR20A MIR21 MIR210 MIR221 MIR222 MIR223 MIR23A MIR23B MIR25 MIR27A MIR27B MIR29A MIR29B1 MIR29C MIR3074 MIR330 MIR34B MIR34C MIR371A MIR372 MIR373 MIR374B MIR421 MIR424 MIR449A MIR449B MIR449C MIR450A2 MIR450B MIR497 MIR503 MIR542 MIR92A1 MIR93 MIRLET7A1 MIRLET7B MIRLET7D MIRLET7F1 MYC RAD52 TP53 WP_MIRNA_BIOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_BIOGENESIS DGCR8 DICER1 DROSHA RAN TARBP2 XPO5 WP_MIRNA_REGULATION_OF_DNA_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_REGULATION_OF_DNA_DAMAGE_RESPONSE ABL1 APAF1 ATM ATR ATRIP BAX BBC3 BID BRCA1 CASP3 CASP8 CASP9 CCNB1 CCNB2 CCNB3 CCND1 CCND2 CCND3 CCNE1 CCNE2 CCNG1 CDC20B CDC25A CDC25C CDK1 CDK2 CDK4 CDK5 CDK6 CDKN1A CDKN1B CHEK1 CHEK2 CREB1 CYCS DDB2 E2F1 FANCD2 FAS GADD45A GADD45B GADD45G H2AX HUS1B MCM7 MDM2 MIR106B MIR145 MIR15A MIR16-1 MIR17 MIR17HG MIR181A1 MIR195 MIR203A MIR20A MIR21 MIR210 MIR221 MIR222 MIR223 MIR24-1 MIR29A MIR29B1 MIR29C MIR330 MIR34B MIR3591 MIR373 MIR421 MIR424 MIR449A MIR449B MRE11 MYC NBN PIDD1 PMAIP1 PML PRKDC RAD1 RAD17 RAD50 RAD51 RAD52 RAD9A RB1 RFC1 RPA2 RRM2B SESN1 SFN SMC1A TLK1 TLK2 TNFRSF10B TP53 TP53AIP1 WP_MIRNA_REGULATION_OF_P53_PATHWAY_IN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_REGULATION_OF_P53_PATHWAY_IN_PROSTATE_CANCER APAF1 ATM BAX BBC3 BID CASP3 CASP8 CASP9 CHEK2 CYS1 DDB2 EI24 MDM2 MIR1305 MIR182 MIR27B MIR4482 MIR4491 MIR548B MIR548C PERP PMAIP1 PTEN SERPINE1 SESN3 SHISA5 SIAH1 TNFRSF10B TP53 TP53AIP1 ZMAT3 WP_MIRNA_REGULATION_OF_PROSTATE_CANCER_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_REGULATION_OF_PROSTATE_CANCER_SIGNALING AKT3 AR BAD BCL2 CASP9 CCND1 CDKN1A CDKN1B CREB3L1 CREBBP CTNNB1 FOXO1 GRB2 GSK3B IKBKG KLK3 KRAS MAP2K1 MAP2K2 MAPK1 MDM2 MIR1299 MIR200A MIR30D MIR3120 MIR3149 MIR337 MIR363 MIR3664 MIR3682 MIR3714 MIR4311 MIR4325 MIR4517 MIR466 MIR4664 MIR4763 MIR589 MIR603 MTOR NFKB1 NFKBIA PDGFA PDGFRB PIK3CA RAF1 SOS1 TCF7 TP53 WP_MIRNA_ROLE_IN_IMMUNE_RESPONSE_IN_SEPSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_ROLE_IN_IMMUNE_RESPONSE_IN_SEPSIS CCL3 CCL4 CHUK CXCL8 ELANE GZMB ICAM1 IKBKB IKBKG IL10 IL1A IL6 IRAK1 IRAK4 IRF1 IRF5 IRF7 LCN2 MAP3K7 MAPK14 MAPK8 MIR106A MIR106B MIR122 MIR125B1 MIR125B2 MIR126 MIR145 MIR146B MIR149 MIR155 MIR155HG MIR16-1 MIR16-2 MIR187 MIR199A1 MIR199A2 MIR19A MIR200B MIR200C MIR203A MIR203B MIR21 MIR223HG MIR29A MIR758 MIR9-1 MIRLET7E MIRLET7I MYD88 NFKB1 NFKB2 NFKBIA REL RELA RELB TAB1 TAB2 TLR4 TLR7 TLR8 TNF TRAF3 TRAF6 VCAM1 WP_MIRNA_TARGETS_IN_ECM_AND_MEMBRANE_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MIRNA_TARGETS_IN_ECM_AND_MEMBRANE_RECEPTORS COL1A2 COL3A1 COL4A1 COL4A2 COL5A1 COL5A2 COL5A3 COL6A1 COL6A2 COL6A3 FN1 ITGA1 ITGA11 ITGB5 ITGB6 LAMA4 LAMB2 LAMC1 MIR107 MIR141 MIR148B MIR15B MIR200A MIR200B MIR200C MIR219A1 MIR25 MIR30B MIR30C1 MIR30C2 MIR30D MIR30E MIR429 MIR532 MIR548AA1 MIR548AA2 MIR589 MIR7-1 MIR92A2 SDC2 THBS1 THBS2 TNXB WP_MITOCHONDRIAL_BETAOXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_BETAOXIDATION ACAA2 ACADL ACADSB ACSL3 DECR1 ECHS1 ECI1 EHHADH HSD17B10 WP_MITOCHONDRIAL_COMPLEX_III_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_COMPLEX_III_ASSEMBLY BCS1L CYC1 LYRM7 MT-CYB TTC19 UQCC1 UQCC2 UQCC3 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ WP_MITOCHONDRIAL_COMPLEX_II_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_COMPLEX_II_ASSEMBLY SDHA SDHAF1 SDHAF2 SDHAF3 SDHAF4 SDHB SDHC SDHD WP_MITOCHONDRIAL_COMPLEX_IV_ASSEMBLY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_COMPLEX_IV_ASSEMBLY CMC1 COA3 COA6 COX10 COX11 COX14 COX15 COX16 COX17 COX18 COX19 COX20 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A2 COX7B COX7C COX8A HIGD1A MT-CO1 MT-CO2 MT-CO3 NDUFA4 PET100 PET117 PNKD SMIM20 SURF1 TACO1 TMEM177 WP_MITOCHONDRIAL_COMPLEX_I_ASSEMBLY_MODEL_OXPHOS_SYSTEM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_COMPLEX_I_ASSEMBLY_MODEL_OXPHOS_SYSTEM ACAD9 COA1 DMAC1 DMAC2 ECSIT FOXRED1 MT-ND1 MT-ND2 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA1 NDUFA10 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFAB1 NDUFAF1 NDUFAF2 NDUFAF3 NDUFAF4 NDUFAF6 NDUFAF7 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFV1 NDUFV2 NDUFV3 NUBPL TIMMDC1 TMEM126B TMEM186 TMEM70 WP_MITOCHONDRIAL_FATTY_ACID_OXIDATION_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_FATTY_ACID_OXIDATION_DISORDERS ACADL ACADM ACADS ACADVL ACSF2 ACSL1 ACSL3 ACSL4 CPT1A CPT2 ECI1 EHHADH HADH HADHA HADHB PECR SCP2 SLC22A5 SLC25A20 WP_MITOCHONDRIAL_FATTY_ACID_SYNTHESIS_AND_RESPIRATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_FATTY_ACID_SYNTHESIS_AND_RESPIRATION BAX BCL2L1 BNIP3 DNM1L FIS1 MFN1 MFN2 MIB1 MTFP1 OPA1 PHB1 PLD1 SH3GL2 WP_MITOCHONDRIAL_FATTY_ACID_SYNTHESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_FATTY_ACID_SYNTHESIS_PATHWAY ACACA HSD17B12 HTD2 MCAT MECR OXSM WP_MITOCHONDRIAL_GENE_EXPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_GENE_EXPRESSION CAMK4 CREB1 ESRRA GABPA GABPB1 HCFC1 MTERF1 MTERF3 MYEF2 NRF1 POLRMT PPARGC1A PPARGC1B PPP3CA PPRC1 SP1 TFAM TFB1M TFB2M WP_MITOCHONDRIAL_IMMUNE_RESPONSE_TO_SARSCOV2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_IMMUNE_RESPONSE_TO_SARSCOV2 ACAD9 ACE ACE2 AGTR1 AGTR2 BCS1L CGAS CTSL ECSIT IFIH1 IKBKE IRF3 IRF7 MAVS NDUFAF1 NDUFB9 NFKB1 NFKB2 NLRX1 NOX1 PHB1 PHB2 REN RIGI STING1 TBK1 TICAM1 TLR3 TLR7 TMPRSS2 TOMM70 TRAF3 TRAF6 WP_MITOCHONDRIAL_LONG_CHAIN_FATTY_ACID_BETAOXIDATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MITOCHONDRIAL_LONG_CHAIN_FATTY_ACID_BETAOXIDATION ACADL ACADM ACADS ACADVL ACSF2 ACSL1 ACSL3 ACSL4 CPT1A CPT2 ECI1 EHHADH HADH HADHA PECR SCP2 SLC25A20 WP_MODULATION_OF_PI3KAKTMTOR_SIGNALING_BY_BIOACTIVE_SPHINGOLIPIDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MODULATION_OF_PI3KAKTMTOR_SIGNALING_BY_BIOACTIVE_SPHINGOLIPIDS AKT1 ASAH2 CERK CERS1 HIF1A IGF1R MTOR NFKB1 PIK3CA PLD1 S1PR1 S1PR3 SPHK2 TSC1 WP_MODULATORS_OF_TCR_SIGNALING_AND_T_CELL_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MODULATORS_OF_TCR_SIGNALING_AND_T_CELL_ACTIVATION AGO1 AKT1 ARIH2 BCL10 CARD11 CBLB CD247 CD28 CD3D CD3E CD3G CD5 CD8A CDKN1B CHUK CUL5 DGKA DGKZ ELOB FIBP GNA13 GRAP2 GRB2 IKBKB IKBKG ITK LAT LCK LCP2 MALT1 MAP3K14 MAP3K8 MAP4K1 MEF2D NDUFB10 NFKB1 NFKBIA PCBP2 PDPK1 PIK3R1 PIK3R2 PLCG1 PRKCQ PTPN6 RASA2 REL RELA RHOH RNF7 RPRD1B SH2B3 SH2D1A SMARCB1 SOCS1 TMEM222 TNFAIP3 TRAF6 UBASH3A VAV1 ZAP70 ZFP36L1 WP_MOLYBDENUM_COFACTOR_MOCO_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MOLYBDENUM_COFACTOR_MOCO_BIOSYNTHESIS AOX1 GPHN MOCS1 MOCS2 MTARC2 SUOX XDH WP_MONOAMINE_GPCRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MONOAMINE_GPCRS ADRA1A ADRA1B ADRA1D ADRA2A ADRA2B ADRA2C ADRB1 ADRB2 ADRB3 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 DRD1 DRD2 DRD3 DRD4 DRD5 HRH1 HRH2 HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A HTR2B HTR2C HTR4 HTR5A HTR6 HTR7 WP_MONOAMINE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MONOAMINE_TRANSPORT ACHE ADORA2A AGT AMPH CDC25C DBH FBXO32 HRH3 IL1B IL1R1 ITGB3 MAPK14 NECTIN2 NOS1 PPP2CB RBL2 SCAMP2 SLC5A7 SLC6A1 SLC6A2 SLC6A3 SLC6A4 STX1A SYN1 TDO2 TGFB1I1 TH TNF TNFRSF11B TPH2 TSC2 UNC13B WP_MRNA_PROCESSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MRNA_PROCESSING CD2BP2 CDC40 CELF1 CELF2 CELF4 CLASRP CLK1 CLK2 CLK3 CLK4 CLP1 CPSF1 CPSF2 CPSF3 CPSF4 CSTF1 CSTF2 CSTF2T CSTF3 DDX1 DDX20 DHX15 DHX16 DHX38 DHX8 DHX9 DICER1 DNAJC8 EFTUD2 FUS HNRNPA1 HNRNPA2B1 HNRNPAB HNRNPC HNRNPD HNRNPH1 HNRNPH2 HNRNPK HNRNPL HNRNPM HNRNPR HNRNPU LSM2 LSM7 METTL3 NCBP1 NCBP2 NONO NUDT21 NXF1 PABPN1 PAPOLA PCBP2 PHF5A POLR2A PPM1G PRMT1 PRMT2 PRPF18 PRPF3 PRPF4 PRPF40A PRPF4B PRPF6 PRPF8 PSKH1 PTBP1 PTBP2 RBM17 RBM39 RBM5 RBMX RNGTT RNMT RNPS1 RNU2-1 SF3A1 SF3A2 SF3A3 SF3B1 SF3B2 SF3B3 SF3B4 SF3B5 SFPQ SFSWAP SMC1A SNRNP40 SNRNP70 SNRPA SNRPA1 SNRPB SNRPB2 SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SPOP SREK1 SRP54 SRPK1 SRPK2 SRRM1 SRSF1 SRSF10 SRSF2 SRSF3 SRSF4 SRSF5 SRSF6 SRSF7 SRSF9 SUGP1 SUGP2 SUPT5H TMED10 TRA2B TXNL4A U2AF1 U2AF2 XRN2 YBX1 WP_MRNA_PROTEIN_AND_METABOLITE_INDUCATION_PATHWAY_BY_CYCLOSPORIN_A https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MRNA_PROTEIN_AND_METABOLITE_INDUCATION_PATHWAY_BY_CYCLOSPORIN_A ATF4 KEAP1 NFE2L2 SLC1A5 SLC3A2 SLC7A11 SLC7A5 WP_MRNA_VACCINE_ACTIVATION_OF_DENDRITIC_CELL_AND_INDUCTION_OF_IFN1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MRNA_VACCINE_ACTIVATION_OF_DENDRITIC_CELL_AND_INDUCTION_OF_IFN1 IFIH1 IRF3 IRF7 MAVS MR1 RIGI TLR3 TLR7 TLR8 TNFRSF11A WP_MTHFR_DEFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MTHFR_DEFICIENCY ALDH7A1 ASMT BHMT CASP3 CASP9 CHDH CHKA CHPT1 COMT CYCS DNMT1 DNMT3A DNMT3B EHMT1 EHMT2 GRIN1 GRIN2A GRIN2D HNMT MARS1 MTHFR NDUFAF7 PCYT1A PEMT WP_MULTIPLE_EPIPHYSEAL_DYSPLASIA_AND_PSEUDOACHONDROPLASIA_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MULTIPLE_EPIPHYSEAL_DYSPLASIA_AND_PSEUDOACHONDROPLASIA_GENES COL9A1 COL9A2 COL9A3 COMP MATN1 MATN3 WP_MYD88_DISTINCT_INPUTOUTPUT_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MYD88_DISTINCT_INPUTOUTPUT_PATHWAY IL1A IRAK1 JUN MYD88 NFKB1 TIFA TLR1 TLR10 TLR2 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TRAF6 UBE2N UBE2V1 WP_MYOMETRIAL_RELAXATION_AND_CONTRACTION_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_MYOMETRIAL_RELAXATION_AND_CONTRACTION_PATHWAYS ACKR3 ACTA1 ACTA2 ACTB ACTC1 ACTG1 ADCY1 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADM ARRB1 ARRB2 ATF1 ATF2 ATF3 ATF4 ATF5 ATF6B ATP2A2 ATP2A3 CACNB3 CALCA CALD1 CALM1 CALM2 CALM3 CAMK2A CAMK2B CAMK2D CAMK2G CNN1 CNN2 CORIN CRCP CREB1 CREB3 CRH CRHR1 DGKZ ETS2 FOS GABPA GABPB1 GJA1 GNAQ GNAS GNB1 GNB2 GNB3 GNB4 GNB5 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GPR182 GRK4 GRK5 GRK6 GSTO1 GUCA2A GUCA2B GUCY1A1 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP5 IGFBP6 IL1B IL6 ITPR1 ITPR2 ITPR3 JUN LINC02210-CRHR1 LPAR1 MAFF MYL2 MYL4 MYLK2 NFKB1 NOS1 NOS3 OXT OXTR PDE4B PDE4D PKIA PKIB PKIG PLCB3 PLCD1 PLCG1 PLCG2 PRKACA PRKACB PRKAR1A PRKAR1B PRKAR2A PRKAR2B PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ PRKD1 RAMP1 RAMP2 RAMP3 RGS1 RGS10 RGS11 RGS14 RGS16 RGS17 RGS18 RGS19 RGS2 RGS20 RGS3 RGS4 RGS5 RGS6 RGS7 RGS9 RLN1 RXFP1 RXFP2 RYR1 RYR2 RYR3 SFN SLC8A1 SP1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ WP_NAD_BIOSYNTHESIS_II_FROM_TRYPTOPHAN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_BIOSYNTHESIS_II_FROM_TRYPTOPHAN AFMID HAAO KMO KYNU NADSYN1 NMNAT1 QPRT TDO2 WP_NAD_BIOSYNTHETIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_BIOSYNTHETIC_PATHWAYS ACMSD BST1 CD38 IDO1 NADSYN1 NAMPT NAPRT NMNAT1 PARP1 PARP2 PARP4 QPRT SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 TDO2 TNKS TNKS2 WP_NAD_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_METABOLISM CD38 NADK NAMPT NMNAT1 NMNAT2 NMNAT3 NRK NT5E PARP1 SIRT1 SIRT2 SIRT3 SIRT4 SIRT5 SIRT6 SIRT7 WP_NAD_METABOLISM_IN_ONCOGENEINDUCED_SENESCENCE_AND_MITOCHONDRIAL_DYSFUNCTIONASSOCIATED_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_METABOLISM_IN_ONCOGENEINDUCED_SENESCENCE_AND_MITOCHONDRIAL_DYSFUNCTIONASSOCIATED_SENESCENCE CCL27 ELAVL1 G6PD GOT1 GOT2 HMGA1 IL1B IL6 MDH1 MDH2 NAMPT NMNAT2 PARP1 PRKAA1 RB1 RELA SIRT1 SIRT2 SIRT3 SIRT5 SLC2A1 SLC2A4 TP53 WP_NAD_METABOLISM_SIRTUINS_AND_AGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NAD_METABOLISM_SIRTUINS_AND_AGING FOXO1 FOXO3 HIF1A NAMPT NFKB1 PARP1 PPARG ROS1 SIRT1 SIRT3 TFAM WP_NANOMATERIALINDUCED_INFLAMMASOME_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOMATERIALINDUCED_INFLAMMASOME_ACTIVATION CASP1 CTSB IL1B NFKB1 NOX1 PYCARD TLR4 WP_NANOMATERIAL_INDUCED_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOMATERIAL_INDUCED_APOPTOSIS AIFM1 APAF1 BAK1 BAX BCL2 BID CASP3 CASP6 CASP7 CASP8 CASP9 CFLAR CYCS DIABLO ENDOG FADD FAS FASLG HTRA2 PRF1 WP_NANOPARTICLEMEDIATED_ACTIVATION_OF_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOPARTICLEMEDIATED_ACTIVATION_OF_RECEPTOR_SIGNALING AKT3 AREG COL1A1 EGFR FN1 GRB2 HRAS ITGA1 ITGB1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 NRAS PIK3CD PTK2 PXN RAF1 SOS1 SRC TLN1 WP_NANOPARTICLE_TRIGGERED_AUTOPHAGIC_CELL_DEATH https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOPARTICLE_TRIGGERED_AUTOPHAGIC_CELL_DEATH AMBRA1 ATG10 ATG12 ATG14 ATG16L1 ATG3 ATG4A ATG5 ATG7 ATG9B BCL2 BECN1 CHAF1A INS INSR MAP1LC3A SH3GLB1 TSC1 TSC2 ULK1 ULK2 UVRAG VMP1 WP_NANOPARTICLE_TRIGGERED_REGULATED_NECROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NANOPARTICLE_TRIGGERED_REGULATED_NECROSIS CASP8 FADD FTL MAPK8 PARP1 PLA2G4A RIPK1 RIPK3 TICAM1 TNF TNFRSF1A TRADD WP_NCRNAS_INVOLVED_IN_STAT3_SIGNALING_IN_HEPATOCELLULAR_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NCRNAS_INVOLVED_IN_STAT3_SIGNALING_IN_HEPATOCELLULAR_CARCINOMA IL11 IL11RA IL6 IL6R IL6ST JAK1 JAK2 JAK3 MIR200A MIR200B MIR200C MIR21 NFKB1 RELA SOX4 STAT3 ZEB1 WP_NCRNAS_INVOLVED_IN_WNT_SIGNALING_IN_HEPATOCELLULAR_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NCRNAS_INVOLVED_IN_WNT_SIGNALING_IN_HEPATOCELLULAR_CARCINOMA APC AXIN1 CCND1 CCND2 CCND3 CER1 CHD8 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CXXC4 DANCR DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 ELAVL1 EZH2 FOSL1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B JUN KLF4 KREMEN1 LEF1 LRP5 LRP6 MIR18A MIR214 MIR452 MTDH MYC NKD1 NKD2 NLK NOTUM PLAU PORCN ROR1 ROR2 RYK SENP2 SERPINF1 SFRP1 SFRP2 SFRP4 SFRP5 SOST SOX17 SOX7 TCF7 TCF7L1 TCF7L2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_NEOLACTO_SERIES_SPHINGOLIPID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEOLACTO_SERIES_SPHINGOLIPID_METABOLISM B3GNT5 B4GALT1 B4GALT3 B4GALT4 FUCA1 FUT1 FUT2 FUT5 NAGA NEU2 ST3GAL4 WP_NEOVASCULARIZATION_PROCESSES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEOVASCULARIZATION_PROCESSES ACVRL1 AKT1 ANGPT1 CXCL12 CXCR4 DLL4 EPHB2 EPHB4 FLT4 HIF1A JAG1 KDR KIT KITLG MAPK1 MAPK3 MAPK8 MAPK9 MMP9 NFKB1 NFKB2 NOTCH1 NOTCH3 NOTCH4 PDGFB REL RELA RELB SMAD1 SMAD2 SMAD3 SMAD5 SMAD9 TGFB1 TGFB2 TGFB3 TGFBR1 WP_NEPHROGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEPHROGENESIS ALDH1A2 BMP7 FGF20 FGF8 FOXD1 GREB1L JAG1 MEIS1 NOTCH2 OSR1 PAX2 RSPO1 RSPO3 SIX2 TCF21 WNT3A WNT4 WNT9B WP_NEPHROTIC_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEPHROTIC_SYNDROME ACTN4 ALG1 ANLN APOL1 ARHGAP24 ARHGDIA CD151 CD2AP COL4A3 COL4A4 COL4A5 COQ2 COQ6 COQ8B CTLA4 CUBN CYP11B2 E2F3 EMP2 GPC5 INF2 ITGA3 ITGB4 LAMB2 LMNA LMX1B MYH9 MYO1E NPHS1 NPHS2 PAX2 PDSS2 PLCE1 PMM2 PODXL PTPRO SCARB2 SMARCAL1 SYNPO TRPC6 TTC21B WDR73 WT1 YARS1 ZMPSTE24 WP_NETRINUNC5B_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NETRINUNC5B_SIGNALING AGAP2 AKT1 ALPL ARHGEF12 CASP3 CCL2 CCN2 CDH5 CIP2A COL1A1 DAPK1 DCSTAMP FYN ICAM1 IL10 IL1A INPP5D ITGB4 JUN KDR MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MYF5 NEO1 NTN1 NTN3 NTN4 PIK3CA PLEKHH1 PPP1CA PPP2R1B PRKCA PTK2 PTK2B PTPA PTPN11 RAC1 RAF1 RGMA RHOA RLF ROBO4 SELE SRC TNF TP53 UNC5B VCAM1 YAP1 WP_NETWORK_MAP_OF_SARSCOV2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NETWORK_MAP_OF_SARSCOV2_SIGNALING ACE2 ACTB ACTG1 AGT AHR AKT1 AKT1S1 ALB APOA1 APOA2 APOC1 APOD APOH APOL1 APOM ATG13 BID BIRC5 BST2 BTN3A1 C1QBP C1R C1S C8A CAMK4 CARD11 CASP3 CASP5 CASP8 CASP9 CCL1 CCL11 CCL15 CCL2 CCL20 CCL21 CCL22 CCL26 CCL27 CCL3 CCL4 CCL5 CCL8 CCNB1 CCNB2 CCR5 CCR6 CD14 CD163 CD2 CD226 CD247 CD3E CD3G CD4 CD8A CD8B CDK1 CEBPB CFB CFH CFI CFP COL7A1 CPN1 CRP CTSB CTSD CTSL CTSZ CXCL1 CXCL10 CXCL12 CXCL13 CXCL16 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR1 CXCR2 DDIT4 DEPTOR DUSP1 EGR1 EIF4A2 EIF4E EIF4EBP1 FAM83A FGA FGB FGF2 FGG FN1 FOS FYN GABARAPL2 GP1BA GSN GTSE1 HBB HBD HIF1A HLA-DRA HLA-DRB1 HLA-DRB5 HP HRG HSPA8 IFI27 IFI44L IFI6 IFIH1 IFIT1 IFITM1 IFITM3 IFNB1 IFNG IGFBP3 IGLL1 IKBKG IL10 IL12A IL13 IL16 IL17A IL18 IL18RAP IL1A IL1B IL1R2 IL21 IL22 IL33 IL4 IL5 IL6 IL7 IL9 IRAK1 IRF3 IRF9 ITCH ITGA3 ITIH3 ITIH4 JAK1 JAK2 JUN JUNB LARP1 LBP LCK LGALS3BP LRG1 MAP1LC3B MAPK8 MAVS MLST8 MMP25 MTOR MX1 MYD88 NFATC3 NFKB2 NKRF NLRP1 NLRP3 NTRK1 OAS2 PARP2 PF4 PIAS1 PRG3 PRKCQ PTGS2 PTPN6 RAC1 RHEB RIGI RPS6 RPTOR RRAS RRM2 SAA1 SAA2 SELP SERPINA10 SERPINA5 SERPINE1 SKAP1 SMAD1 SMAD5 STAT1 STEAP3 TBK1 TF TGFBR2 TNF TNFSF10 TP53I3 TPO TRAF2 TRAF3 TRAF6 TRO TRPM2 ULK1 VPS11 VPS16 VPS18 VPS33A VPS36 VPS41 WDR74 ZAP70 WP_NEURAL_CREST_CELL_MIGRATION_DURING_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEURAL_CREST_CELL_MIGRATION_DURING_DEVELOPMENT AKT1 AKT2 AKT3 ARF1 BDNF BUB1B-PAK6 CDH11 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 F2RL2 FOS JUN MMP2 MMP8 MMP9 NGEF NGFR PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R4 PIK3R5 PIK3R6 RAC1 RHOA STAT3 TIAM1 TRIO TWIST1 WP_NEURAL_CREST_CELL_MIGRATION_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEURAL_CREST_CELL_MIGRATION_IN_CANCER AKT1 AKT2 AKT3 ARF1 BDNF BUB1B-PAK6 CDH11 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 F2RL2 FOS JUN KIDINS220 MMP2 MMP8 MMP9 NGEF NGFR NTRK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R3 PIK3R4 PIK3R5 PIK3R6 RAC1 RHOA SORT1 STAT3 TIAM1 TRIO TWIST1 WP_NEURAL_CREST_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEURAL_CREST_DIFFERENTIATION ASCL1 AXIN1 AXIN2 BMP4 BMP7 CDH1 CDH2 CDH6 CDH7 COL11A2 COL2A1 CTBP2 CTNNB1 DCT DLL1 DLL3 DLL4 DLX5 DMBX1 DVL1 DVL2 DVL3 ETS1 FGF19 FGF2 FGF8 FGFR1 FGFR2 FGFR3 FOXD3 FZD3 GBX2 GFAP GJB1 GSK3B HAND1 HDAC1 HDAC10 HDAC11 HDAC2 HDAC3 HDAC4 HDAC5 HDAC6 HDAC7 HDAC8 HDAC9 HES1 HES5 HEY2 HOXA1 HOXB1 ID1 ISL1 ITGB1 LHX1 LHX2 LHX5 MBP MIA MITF MPZ MSX1 MSX2 MYB MYC NEUROG1 NFKB1 NFKB2 NOTCH1 NOTCH2 NOTCH3 NOTCH4 OLIG1 OLIG2 OLIG3 PAX3 PAX7 PHOX2B PMP22 PRTG RBPJ RHOB SMAD1 SNAI1 SNAI2 SOX10 SOX5 SOX9 TBX6 TCF4 TCF7L1 TFAP2A TFAP2B TLX2 TWIST1 WNT1 WNT3A WNT8A ZIC1 ZIC5 WP_NEURODEGENERATION_WITH_BRAIN_IRON_ACCUMULATION_NBIA_SUBTYPES_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEURODEGENERATION_WITH_BRAIN_IRON_ACCUMULATION_NBIA_SUBTYPES_PATHWAY ACACA AKT1S1 ATG10 ATG101 ATG12 ATG13 ATG14 ATG16L1 ATG2A ATG3 ATG4A ATG5 ATG7 ATP13A2 BECN1 C19orf12 COASY CP DCAF17 DEPTOR FA2H FTL GTPBP2 MAP1LC3A MECP2 MLST8 MTOR PANK2 PIK3C3 PIK3R4 PLA2G6 PRKAA1 RB1CC1 RHEB RPTOR SCP2 SPTLC1 STK11 TSC1 TSC2 ULK1 WDR45 WIPI1 WIPI2 WP_NEUROGENESIS_REGULATION_IN_THE_OLFACTORY_EPITHELIUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEUROGENESIS_REGULATION_IN_THE_OLFACTORY_EPITHELIUM AGRN APP ASCL1 BDNF CDK5 CDK5R1 CXCL12 DAB1 DISC1 DLL1 ERBB4 FAIM GHRL GSK3B HES1 HEY1 ID1 ID2 IL17A JAG1 KDM1A LRP8 MAP1B MAP2 MAPT MARK2 MECP2 MEF2C MRE11 MYC NDEL1 NEURL1 NEUROD1 NEUROG3 NGF NGFR NOTCH1 NRG1 NTRK1 NTRK2 NTRK3 NUMB NUMBL PAFAH1B1 PAX6 PLXND1 PSEN1 RELN RET RTN4 RTN4R SEMA4A SOX2 STAT3 TCF3 TCF4 VLDLR WP_NEUROINFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEUROINFLAMMATION ASCC1 CHUK FOS JUN MAPK14 MAPK8 MT-CO1 MT-CO2 MTOR NFKBIA NOS2 RELA TLR4 WP_NEUROINFLAMMATION_AND_GLUTAMATERGIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEUROINFLAMMATION_AND_GLUTAMATERGIC_SIGNALING ADCY1 ADCY3 ADCY8 AKT1 ARC BCL2 BDNF CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CAMKK1 CAMKK2 CFL1 CNTF CREB1 DAO DISC1 DLAT DLD FGF2 FOS GFAP GLS GLS2 GLUL GOT1 GRIA1 GRIA2 GRIA3 GRIA4 GRIK1 GRIK2 GRIK3 GRIK4 GRIK5 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GRM2 GRM4 GRM5 GRM7 GRM8 IFNG IFNGR1 IFNGR2 IGF1 IL10 IL10RA IL10RB IL12A IL12B IL13 IL13RA1 IL1A IL1B IL1R1 IL1R2 IL4 IL4R IL6 IL6R IL6ST INSR IRS1 JAK1 LIF LRRC8A LRRC8B LRRC8C LRRC8D LRRC8E LTA MAPK1 MAPK3 NFKB1 NFKB2 NGF NOS1 NSMF PDHA1 PHGDH PLCB1 PLCB2 PLCB3 PLCB4 PPP1CA PPP1CB PPP1CC PRKACA PRKCA PRKCB PRKCG PSAT1 PSPH SHMT1 SHMT2 SLC17A6 SLC17A7 SLC1A1 SLC1A2 SLC1A3 SLC1A4 SLC1A6 SLC2A1 SLC2A3 SLC38A1 SLC38A2 SLC38A3 SLC38A5 SLC6A9 SLC7A10 SMAD2 SMAD3 SMAD4 SMAD7 SOCS3 SRR STAT1 STAT3 STAT6 TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 TNF TNFRSF1A TNFRSF1B TRAF5 TRPM4 WP_NEUROTRANSMITTER_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NEUROTRANSMITTER_DISORDERS COMT DBH DDC MAOA PNMT SLC18A2 SLC6A3 TH TPH1 TPH2 WP_NF1_COPY_NUMBER_VARIATION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NF1_COPY_NUMBER_VARIATION_SYNDROME ADAMTSL4-AS1 ADAP2 ARF6 ATAD5 ATR BCL2 CCNA2 CCNE1 CCNE2 CFL1 COPRS CRLF3 CRY1 DNMT1 E2F6 EED EGF EGFR EIF3A EVI2A EVI2B EVL EXOC1 EXOC2 EXOC3 EXOC4 EXOC5 EXOC6 EXOC7 EXOC8 EZH1 H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HOXA1 HOXA9 IFNB1 INPP5A JARID2 LIMK1 LOC107984974 MAP3K1 MAP3K2 MAPK1 MAPK3 MAVS MCL1 METAP2 MIR193A MIR4725 MIR4733 MYT1 NF1 NGF NGFR OMG PCNA PER1 POLRMT PRMT5 RAB11A RAB11FIP4 RAD51 RAD9A RAF1 RBBP7 RFC2 RFC3 RFC4 RFC5 RHOA RIGI RNF135 ROCK2 RTN4R SDC2 SOS1 SUPT5H SUZ12 SYN1 TEFM TUBB USP1 UTP6 WDR48 WP_NGLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NGLYCAN_BIOSYNTHESIS ALG1 ALG10 ALG10B ALG11 ALG12 ALG13 ALG14 ALG2 ALG3 ALG5 ALG6 ALG8 ALG9 B4GALT1 B4GALT2 B4GALT3 DAD1 DDOST DOLK DOLPP1 DPAGT1 DPM1 DPM2 DPM3 FUT8 GANAB GMPPA GMPPB GPI MAN1A1 MAN1A2 MAN1B1 MAN1C1 MAN2A1 MAN2A2 MGAT1 MGAT2 MGAT3 MGAT4A MGAT4B MGAT4C MGAT4D MGAT5 MGAT5B MOGS MPDU1 MPI PMM2 RFT1 RPN1 RPN2 SRD5A3 ST6GAL1 ST6GAL2 STT3A STT3B TUSC3 WP_NICOTINE_EFFECT_ON_DOPAMINERGIC_NEURONS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NICOTINE_EFFECT_ON_DOPAMINERGIC_NEURONS ADCY2 CDK5 CHRNA3 CHRNA4 CHRNA5 CHRNA6 CHRNB2 DDC DRD2 DRD3 DRD4 GNAI1 GNB1 GNG2 KCNK3 KCNK9 PPP1CA PPP1R1B PRKACA SLC18A2 TH WP_NICOTINE_METABOLISM_IN_LIVER_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NICOTINE_METABOLISM_IN_LIVER_CELLS AOX1 CYP2A6 CYP2B6 FMO3 UGT1A4 UGT1A9 WP_NIPBL_ROLE_IN_DNA_DAMAGE_CORNELIA_DE_LANGE_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NIPBL_ROLE_IN_DNA_DAMAGE_CORNELIA_DE_LANGE_SYNDROME ATM ATR CBX3 H2AX MDC1 NIPBL RNF168 RNF8 WP_NITRIC_OXIDE_METABOLISM_IN_CYSTIC_FIBROSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NITRIC_OXIDE_METABOLISM_IN_CYSTIC_FIBROSIS CARM1 DDAH1 DDAH2 NOS1 NOS2 NOS3 PRMT1 PRMT2 PRMT3 PRMT5 PRMT6 PRMT7 PRMT8 WP_NOCGMPPKG_MEDIATED_NEUROPROTECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOCGMPPKG_MEDIATED_NEUROPROTECTION ACTN2 AKAP9 BAD BCL2 CALM1 CAMK2A CAMK2B CAMK2D CAMK2G CASP9 CNGA1 CNGA2 CNGA3 CNGA4 CNGB1 CNGB3 CREB1 CYCS DLG4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 IFNG IL1B NEFL NFKB1 NFKBIA NOS1 NOS2 NOS3 NPPA NPPB NPR1 PDE2A PDE3A PPID PRKG2 RELA TNF TSPO XIAP WP_NODLIKE_RECEPTOR_NLR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NODLIKE_RECEPTOR_NLR_SIGNALING CD40 CHUK EPHB2 ERBIN IKBKB IKBKG MAP3K7 MAPK8 RELA WP_NONALCOHOLIC_FATTY_LIVER_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NONALCOHOLIC_FATTY_LIVER_DISEASE ADIPOQ ADIPOR1 ADIPOR2 AKT1 AKT2 AKT3 ATF4 BAK1 BAX BBC3 BCL2L11 BID CASP3 CASP7 CASP8 CCL2 CDC42 CEBPA COX4I1 COX4I2 COX5A COX5B COX6A1 COX6A2 COX6B1 COX6B2 COX6C COX7A1 COX7A2 COX7A2L COX7B COX7B2 COX7C COX8A COX8C CXCL8 CYC1 CYCS CYP2E1 DDIT3 EIF2AK3 EIF2S1 ERN1 FAS FASLG GSK3A GSK3B IKBKB IL1A IL1B IL6 IL6R INS INSR IRS1 IRS2 ITCH JUN LEP LEPR MAP3K11 MAP3K5 MAPK8 MAPK9 MIR21 MLX MLXIP MLXIPL MT-CO1 MT-CO2 MT-CO3 MT-CYB NDUFA1 NDUFA10 NDUFA11 NDUFA12 NDUFA13 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB11 NDUFB2 NDUFB3 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFC2-KCTD14 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 NFKB1 NR1H3 NR1H4 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PKLR PPARA PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 RAC1 RELA RXRA SDHA SDHB SDHC SDHD SMAD7 SOCS3 SREBF1 TGFB1 TNF TNFRSF1A TRAF2 UQCR10 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRHL UQCRQ VCAM1 XBP1 WP_NONCLASSICAL_ROLE_OF_VITAMIN_D https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NONCLASSICAL_ROLE_OF_VITAMIN_D ACE ACE2 AGT AGTR1 AGTR2 CYP27B1 CYP2R1 REN WP_NONGENOMIC_ACTIONS_OF_125_DIHYDROXYVITAMIN_D3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NONGENOMIC_ACTIONS_OF_125_DIHYDROXYVITAMIN_D3 CAMK2A CAMK2B CAMK2D CAMK2G CAMP CAV1 CCL2 CD40 CD40LG CXCL8 CYP24A1 CYP27B1 DEFB4A DEFB4B ETS1 HRAS IFI27L2 IFI44L IFNA2 IFNAR2 IFNG IFNGR1 IFNGR2 IKBKB IL6 ISG15 JAK1 JUN KRAS MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MED1 NFKB1 NFKB2 NOD2 NRAS OAS2 PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCE1 PLCG2 PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCQ PRKCZ RELB RSAD2 RXRA RXRB RXRG SP1 SP3 STAT1 STAT2 TLR2 TLR4 TLR8 TNF TNFRSF1A TYK2 VDR WP_NONHOMOLOGOUS_END_JOINING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NONHOMOLOGOUS_END_JOINING DCLRE1C LIG4 NHEJ1 POLL POLM PRKDC WRN XRCC4 XRCC5 XRCC6 WP_NONSMALL_CELL_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NONSMALL_CELL_LUNG_CANCER AKT1 AKT2 AKT3 ALK ARAF BAD BAK1 BAX BID BRAF CASP3 CASP8 CASP9 CCND1 CDK4 CDK6 CDKN1A CDKN2A CRABP1 CRABP2 CYCS DDB2 E2F1 E2F2 E2F3 EGF EGFR EML4 ERBB2 FHIT FOXO3 GADD45A GADD45B GADD45G GRB2 HRAS JAK3 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 NRAS PDK1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLCG1 PLCG2 POLK PRKCA PRKCB PRKCG RAF1 RARB RASSF1 RASSF5 RB1 RXRA RXRB RXRG SOS1 SOS2 STAT3 STAT5A STAT5B STK4 TGFA TP53 WP_NOTCH1_REGULATION_OF_ENDOTHELIAL_CELL_CALCIFICATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOTCH1_REGULATION_OF_ENDOTHELIAL_CELL_CALCIFICATION ALPL CALU DLL1 DLL3 DLL4 FGFR3 GJA5 ITGA1 JAG1 JAG2 LPAR1 MGP NOTCH1 PLAT SAT1 SOX6 VEGFA WP_NOTCH_SIGNALING_WP268 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOTCH_SIGNALING_WP268 ADAM17 APH1A APH1B CREBBP CTBP1 CTBP2 DLL1 DLL3 DLL4 DTX1 DTX2 DTX3 DTX3L DTX4 DVL1 DVL2 DVL3 HDAC1 HDAC2 HES1 HES5 INPP5K JAG1 JAG2 KAT2A KAT2B KCNJ5 LFNG MAML1 MAML3 MFNG NCOR2 NCSTN NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB NUMBL PSEN1 PSEN2 PTCRA RBPJ RBPJL RFNG WP_NOTCH_SIGNALING_WP61 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOTCH_SIGNALING_WP61 ADAM17 AKT1 APH1A APH1B CCND1 CDKN1A CIR1 CUL1 DLL1 DLL3 DLL4 DTX1 EP300 FBXW7 FHL1 GATA3 GSK3B HDAC1 HDAC2 HES1 HES5 HES6 HEY1 HEY2 HIF1A ITCH JAG1 JAG2 JAK2 LCK MAGEA1 MAML1 MAML2 MAML3 MTOR MYC NCOR1 NCOR2 NCSTN NFKB1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NUMB NUMBL PIK3R1 PIK3R2 PSEN1 PSEN2 PSENEN PTCRA RBPJ RING1 SAP30 SKP1 SNW1 SPEN SRC STAT3 TLE1 WP_NOVEL_INTRACELLULAR_COMPONENTS_OF_RIGILIKE_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NOVEL_INTRACELLULAR_COMPONENTS_OF_RIGILIKE_RECEPTOR_PATHWAY ATG12 ATG5 AZI2 CASP10 CASP8 CHUK CXCL10 CXCL12 CXCL8 CYLD DDX17 DDX3X DDX3Y DHX58 FADD IFIH1 IFNA1 IFNB1 IFNE IFNG IFNK IKBKB IKBKE IKBKG IRF3 IRF7 ISG15 MAP3K1 MAP3K7 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MAPK9 MAVS NFKB1 NFKBIA NFKBIB NLRX1 OTUD5 PIN1 RELA RIGI RIPK1 RNF125 SIKE1 SNW1 STING1 TANK TBK1 TBKBP1 TKFC TNF TRADD TRAF2 TRAF3 TRAF6 TRIM25 WP_NPHP1_DELETION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NPHP1_DELETION_SYNDROME BCAR1 FLNA FLNB FLNC INVS MAPK1 MAPK3 NPHP1 NPHP4 PTK2B RPGRIP1L WP_NRF2ARE_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NRF2ARE_REGULATION AIMP2 CEBPB CUL3 EPHB2 FYN GCLC GCLM GSK3B GSTA2 HMOX1 INSR KEAP1 MAF MAPK8 NFE2L2 NQO1 PGAM5 PIK3CA PRKCA RBX1 SLC7A11 SRC YES1 WP_NRF2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NRF2_PATHWAY ABCC2 ABCC3 ABCC4 ABCC5 ADH7 AGER ALDH3A1 BLVRB CBR1 CBR3 CES1 CES2 CES3 CES4A CES5A CYP2A6 CYP4A11 DNAJB1 EGR1 EPHA2 EPHA3 FGF13 FTH1 FTL G6PD GCLC GCLM GGT1 GPX2 GPX3 GSR GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTP1 GSTT2 HBEGF HGF HMOX1 HSP90AA1 HSP90AB1 HSPA1A KEAP1 MAFF MAFG ME1 MGST2 MGST3 NFE2L2 NQO1 NRG1 PDGFB PGD PPARD PRDX1 PRDX6 PTGR1 RXRA SERPINA1 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A11 SOD3 SQSTM1 SRXN1 TGFA TGFB1 TGFB2 TGFBR2 TXN TXNRD1 TXNRD3 UGT1A1 UGT1A4 UGT1A6 UGT1A7 UGT1A9 UGT2B7 WP_NRP1TRIGGERED_SIGNALING_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NRP1TRIGGERED_SIGNALING_IN_PANCREATIC_CANCER AKT1 AKT2 AKT3 BCAR1 CCN2 CCNE1 CCNE2 CDH5 CDK2 CDKN1B CHD1 CHD2 COL1A1 COL1A2 EGF EGFR FLT1 GSK3A HGF KDR MAP2K1 MAP2K2 MAPK1 MAPK3 MET MIR141 MMP2 MMP9 NFKB1 NFKB2 NRP1 PECAM1 PLXNA1 PLXNA2 PLXNA4 PTK2 RAC1 REL RELA RELB SEMA3A SLC39A4 SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 SRC TGFB2 TGFB3 TGFBR1 TGFBR2 TGFBR3 VEGFA WP_NRXN1_DELETION_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NRXN1_DELETION_SYNDROME DLG4 GRIA1 GRIA2 GRIA3 GRIA4 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B MIR196A2 NLGN1 NLGN2 NLGN3 NLGN4X NRXN1 WP_NSP1_FROM_SARSCOV2_INHIBITS_TRANSLATION_INITIATION_IN_THE_HOST_CELL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NSP1_FROM_SARSCOV2_INHIBITS_TRANSLATION_INITIATION_IN_THE_HOST_CELL EIF1 EIF1AX EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF5 WP_NUCLEAR_RECEPTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEAR_RECEPTORS AR ESR1 ESR2 ESRRA ESRRB HNF4A NR0B1 NR1D2 NR1H2 NR1H3 NR1I2 NR1I3 NR2C2 NR2E1 NR2F1 NR2F2 NR2F6 NR3C1 NR4A1 NR4A2 NR5A1 NR5A2 PGR PPARA PPARD PPARG RARA RARB RARG ROR1 RORA RORC RXRA RXRB RXRG THRA THRB VDR WP_NUCLEAR_RECEPTORS_IN_LIPID_METABOLISM_AND_TOXICITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEAR_RECEPTORS_IN_LIPID_METABOLISM_AND_TOXICITY ABCA1 ABCB1 ABCB11 ABCB4 ABCC2 ABCC3 ABCD2 ABCD3 ABCG1 ABCG5 CYP1A2 CYP24A1 CYP26A1 CYP27B1 CYP2B6 CYP2C9 CYP2E1 CYP3A4 CYP4A11 CYP4B1 CYP7A1 CYP8B1 MIR33A MIR33B NR1H3 NR1H4 NR1I2 NR1I3 PPARA PPARD PPARG RARA RARB RARG VDR WP_NUCLEAR_RECEPTORS_METAPATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEAR_RECEPTORS_METAPATHWAY ABCB1 ABCB11 ABCB4 ABCC2 ABCC3 ABCC4 ABCC5 ABCG5 ABCG8 ABHD2 ACAA1 ACADM ACKR3 ACOX1 ADGRF4 ADH7 AGER AHR AHRR AIP AKAP13 ALAS1 ALDH3A1 ALOX5AP AMIGO2 ANGPTL4 ANKRD1 APOA1 APOA2 APOA5 APOC3 ARL5B ARNT B3GNT5 BAAT BAX BHLHE40 BIRC2 BIRC3 BLVRB CAP2 CAVIN2 CBR1 CBR3 CCL2 CCL20 CCND1 CDC37 CDC42EP3 CDK1 CDK4 CDKN1B CDKN1C CES1 CES2 CES3 CES4A CES5A CPEB4 CPT1A CPT2 CUL1 CYP1A1 CYP1A2 CYP1B1 CYP2A6 CYP2B6 CYP2C19 CYP2C9 CYP3A4 CYP3A5 CYP3A7 CYP4A11 CYP4F12 CYP7A1 CYP8B1 DBI DNAJB1 DNAJC15 DNAJC7 DNER EDN2 EGFR EGR1 EHHADH ENC1 EP300 EPB41L4B EPHA2 EPHA3 ESR1 ETNK2 FABP1 FASN FGD4 FGF13 FGF19 FGFBP1 FKBP5 FOXO1 FTH1 FTL G6PD GADD45B GCC1 GCLC GCLM GGT1 GPAM GPR153 GPX2 GPX3 GSR GSTA1 GSTA2 GSTA3 GSTA4 GSTA5 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTP1 GSTT2 HBEGF HES1 HGF HMOX1 HSP90AA1 HSP90AB1 HSPA1A IFNG IGFBP1 IL11 IL12A IL12B IL17B IL1B IL2 IP6K3 IRS2 JUN JUNB JUND KAT2B KEAP1 KLK15 KTN1 LRRC8A MAFF MAFG ME1 MFGE8 MGST1 MGST2 MGST3 MYC MYOF NAV3 NCOA1 NCOA2 NCOA3 NCOA6 NFE2L2 NFKB2 NQO1 NR0B2 NR1H3 NR1H4 NR1I2 NR1I3 NR3C1 NRG1 NRIP1 PCK1 PDE4B PDGFB PDK4 PGD PLK2 PLTP PMP2 POLK POU5F1 PPARA PPARD PPARGC1A PPP1R14C PRDX1 PRDX6 PRRG4 PSMC5 PTGES3 PTGR1 PTGS2 PTPA RGS2 RXRA S100P SCD SCNN1A SCP2 SEC14L1 SERPINA1 SERPINB2 SERPINB9 SERTAD2 SLC10A1 SLC19A2 SLC26A2 SLC27A1 SLC27A5 SLC2A1 SLC2A10 SLC2A11 SLC2A12 SLC2A13 SLC2A14 SLC2A2 SLC2A3 SLC2A4 SLC2A5 SLC2A6 SLC2A7 SLC2A8 SLC2A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9 SLC5A1 SLC5A10 SLC5A11 SLC5A12 SLC5A2 SLC5A3 SLC5A4 SLC5A5 SLC5A6 SLC5A7 SLC5A8 SLC5A9 SLC6A1 SLC6A11 SLC6A13 SLC6A14 SLC6A15 SLC6A16 SLC6A17 SLC6A18 SLC6A19 SLC6A2 SLC6A20 SLC6A3 SLC6A4 SLC6A5 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A11 SLC7A5 SLCO1B1 SLCO2B1 SMARCA1 SMC1A SNAI2 SOD3 SP1 SPINK13 SPRY1 SQSTM1 SRC SREBF1 SRGN SRPX2 SRXN1 STAT3 STOM SULT1A1 SULT2A1 TGFA TGFB1 TGFB2 TGFBR2 TGFBR3 THBD TNF TNFAIP3 TNS4 TSC22D3 TXN TXNRD1 TXNRD3 UGT1A1 UGT1A4 UGT1A6 UGT1A7 UGT1A9 UGT2B4 UGT2B7 VDR ZIC2 WP_NUCLEOTIDEBINDING_OLIGOMERIZATION_DOMAIN_NOD_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEOTIDEBINDING_OLIGOMERIZATION_DOMAIN_NOD_PATHWAY AAMP ACAP1 AIM2 CARD6 CARD8 CARD9 CASP1 CASP5 CASP7 CASP8 CASP9 CHUK COPS6 DUOX2 ERBIN HSP90AA1 IKBKB IKBKG IL18 IL1B MEFV NAIP NDUFA13 NFKBIA NLRC4 NLRP1 NLRP10 NLRP12 NLRP2 NLRP3 NLRP4 NLRP7 NOD1 NOD2 PRDM1 PYCARD RAC1 RELA RIPK2 SUGT1 XIAP WP_NUCLEOTIDE_EXCISION_REPAIR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEOTIDE_EXCISION_REPAIR CCNH CDK7 CETN2 CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC5 ERCC6 ERCC8 GTF2H1 GTF2H2 GTF2H2C GTF2H3 GTF2H4 GTF2H5 LIG1 MNAT1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 XPA XPC WP_NUCLEOTIDE_EXCISION_REPAIR_IN_XERODERMA_PIGMENTOSUM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEOTIDE_EXCISION_REPAIR_IN_XERODERMA_PIGMENTOSUM BRCA1 CCNH CDK7 CETN2 CHD1L CUL4A CUL4B DDB1 DDB2 ERCC1 ERCC2 ERCC3 ERCC4 ERCC6 ERCC8 GPS1 GTF2H1 GTF2H2 GTF2H2C GTF2H3 GTF2H4 GTF2H5 H2AC6 H3-3A H3-3B H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 HMGN1 LIG1 LIG3 MNAT1 PARP1 PCNA POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLH POLK RAD18 RAD23A RAD23B RBX1 RFC1 RFC2 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 SLX4 SLX4IP USP7 UVSSA XAB2 XPA XPC XRCC1 WP_NUCLEOTIDE_GPCRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_NUCLEOTIDE_GPCRS ADORA1 ADORA2A ADORA2B ADORA3 LPAR4 LPAR6 LTB4R P2RY1 P2RY2 P2RY4 P2RY6 WP_OCTADECANOID_FORMATION_FROM_LINOLEIC_ACID https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OCTADECANOID_FORMATION_FROM_LINOLEIC_ACID ALOX12B ALOX15 ALOXE3 CYP1A2 CYP2C19 CYP2C8 CYP2C9 CYP3A4 CYP4A11 EPHX3 GPX4 PTGS1 WP_OLIGODENDROCYTE_SPECIFICATION_AND_DIFFERENTIATION_LEADING_TO_MYELIN_COMPONENTS_FOR_CNS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OLIGODENDROCYTE_SPECIFICATION_AND_DIFFERENTIATION_LEADING_TO_MYELIN_COMPONENTS_FOR_CNS ASCL1 BMP2 BMP4 CNP CNTF CXCL1 CXCL2 FGF2 GLI2 IGF1 IL1B LIF MAG MBP MOG MYT1 NKX2-2 NKX2-6 OLIG1 OLIG2 OMG PDGFB PLP1 SHH SOX10 SOX5 SOX6 SOX8 SOX9 TNF WP_OMEGA3_OMEGA6_FATTY_ACID_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OMEGA3_OMEGA6_FATTY_ACID_SYNTHESIS ACOT1 ACOT2 ACOX1 ACOX3 ACSL1 ACSL3 ACSL4 ELOVL2 ELOVL5 FADS1 FADS2 PLA2G4A PLA2G4B PLA2G5 PLA2G6 WP_OMEGA6FATTY_ACIDS_IN_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OMEGA6FATTY_ACIDS_IN_SENESCENCE ABCC4 AKR1B1 AKR1C3 ALDH1A1 ALOX12 ALOX15 ALOX15B ALOX5 ALOX5AP ALOXE3 CBR1 CDKN1A CYP4F8 CYSLTR1 DECR1 DPEP1 DPEP2 ELOVL2 ELOVL5 EPHX2 FADS1 FADS2 GGT1 GGT5 GPX1 GSTP1 HPGD HPGDS LTA4H LTC4S MAPK11 NAT2 PLA2G4A PRXL2B PTGDR PTGDR2 PTGDS PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGES2 PTGES3 PTGFR PTGIR PTGIS PTGR2 PTGS1 PTGS2 RB1 SERPINE1 SIRT1 SLCO2A1 TBXA2R TBXAS1 TP53 WP_OMEGA9_FATTY_ACID_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OMEGA9_FATTY_ACID_SYNTHESIS ACOT2 ACSL1 ACSL3 ACSL4 ELOVL1 ELOVL2 ELOVL3 ELOVL5 ELOVL6 FADS1 FADS2 FASN SCD SCD5 WP_ONCOSTATIN_M_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ONCOSTATIN_M_SIGNALING AKT1 CASP3 CASP7 CCL2 CCN1 CDK2 CDKN1B CEBPB CREB1 EGR1 FOS GRB2 HIF1A HRAS IL6ST IRS1 JAK1 JAK2 JAK3 JUNB JUND KRAS LDLR LIFR MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP1 MMP13 MMP3 MTOR NFKB1 NFKBIA OSM OSMR PIAS3 PIK3R1 PRKCA PRKCB PRKCD PRKCE PRKCH PTK2B PTPN11 PXN RAF1 RELA RICTOR RPS6 SERPINE1 SHC1 SOCS3 SOS1 SRC STAT1 STAT3 STAT5B TIMP3 TP53 TYK2 VEGFA WP_ONECARBON_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ONECARBON_METABOLISM AHCY AHCYL2 ALDH1L1 AMT ATIC BHMT CHDH DHFR DNMT1 DNMT3A DNMT3B FOLH1 FTCD GART GLRX MAT1A MAT2B MTFMT MTHFD1 MTHFD1L MTHFD2 MTHFR MTHFS MTR MTRR SHMT1 SHMT2 TCN2 TYMS WP_OPIOID_RECEPTOR_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OPIOID_RECEPTOR_PATHWAYS ADCY1 ADCY8 ALDH9A1 ARC BDNF CACNA1B CACNB2 CAP1 CCK CELF2 DNMT3A E2F1 GATA4 GNA12 GNAI2 HDAC1 HMOX1 HPCA HSPA8 JUP MAP1LC3B MBP NEU2 NOS2 OPRL1 OPRM1 PGM1 PIK3CG PLEKHG1 PRKCE PRKCG RAC1 RELA RGS4 RGS9 RPLP2 SLC9A1 SQSTM1 TLR4 TNF TUBB WP_OREXIN_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OREXIN_RECEPTOR_PATHWAY ADIPOQ ALPP ARC ARRB1 ARRB2 AVP BGLAP BHLHE40 BMP7 BMPR1A BTF3 CALCA CAMKK2 CASP3 CASP9 CCK CCN2 CD24 CDKN1A CEBPA CGA CHML CLDN4 CLEC4C COX7A1 CREB1 CRH CXCL2 CXCL8 CXXC5 CYP11A1 CYP11B1 CYP11B2 CYP21A2 DAGLA DBP DCLK1 DDX52 DIO2 DOK7 DUSP4 DYNLT1 DYNLT3 EGR1 EGR2 EGR3 EIF4B EIF4EBP1 FLT4 FMR1NB FOS FOSB FOSL2 FOXO1 FSHB GADD45B GCG GH1 GHRL GJA3 GLIS1 GLIS2 GNA11 GNAI1 GNAQ GNAS GNRH1 GRIA1 GRIA2 GRIN1 GRIN2A GRIN2B HAGHL HBEGF HCRT HCRTR1 HCRTR2 HES1 HIF1A HMGA1 HMGA2 HOMER1 HSD3B2 HSPA5 ICAM1 ID1 ID3 ID4 IL10 IL1B IL4 IL6 IL9 INS IRF5 JARID2 JUNB KCNK3 KLF10 KLF4 LAMA2 LDHA LDLR LEP LHB LIPE LPL LRRC8C LUZP1 MAFF MANF MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MMP13 MMP3 MTOR MYC NFE2L2 NOCT NOG NOS3 NOX4 NPAS4 NPFFR1 NPVF NPY NR4A1 NR4A3 NSMAF OPA1 OPN3 OPRK1 OSBPL3 PAPPA PDE11A PDHB PDK1 PDP1 PDPK1 PER2 PIK3R1 PIK3R2 PLCD1 PLD1 POMC PPARG PPOX PRDM16 PRKAA1 PRKCA PRKCB PRKCD PRKCE PRKCZ PRKD1 PTPN11 RARA RPS6 RPS6KA1 RPS6KB1 RRAGC RRM2 RUNX1 RUNX1T1 RUNX2 SELE SERP1 SGK1 SKIL SLC1A2 SLC2A1 SLC2A4 SMAD1 SMAD5 SP7 SPP1 SRF STAR STAT3 TENT5A TFAM TH TNC TNF TOX TRA2A TRIM9 UCP1 VCAM1 VEGFA VHL YARS2 ZFP28 ZMYM3 WP_OSTEOARTHRITIC_CHONDROCYTE_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOARTHRITIC_CHONDROCYTE_HYPERTROPHY ACAN AKT1 AKT2 AKT3 ARNT CCN2 CEBPB CNMD COL10A1 COL1A1 COL2A1 COL3A1 DDR2 DIO2 EPAS1 FGF23 FGFR1 FGFR2 FGFR3 FGFR4 FOS FOSB FOSL1 FOSL2 GANC HIF1A IBSP JAK2 JUN JUNB JUND KDR LAMTOR1 MAPK1 MAPK3 MMP13 NFKB1 NGF NTRK1 P4HTM PIK3CA PRKCA RELA RELB RUNX2 SOX9 SPP1 STAT3 VEGFA VHL WP_OSTEOBLAST_DIFFERENTIATION_AND_RELATED_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOBLAST_DIFFERENTIATION_AND_RELATED_DISEASES BMP2 BMP4 BMPR1A BMPR1B BMPR2 CTNNB1 DLL1 DLL3 DLL4 FGF1 FGF10 FGF18 FGF2 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GLI2 GLI3 HES2 HES3 HES6 HEY1 HEY2 IHH JAG1 JAG2 LRP5 LRP6 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MYOD1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIK3R6 PPARG PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PRKDC PTCH1 RBPJ RUNX2 SMAD1 SMAD4 SMAD5 SMAD9 SMO SOX9 STAT1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WP_OSTEOBLAST_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOBLAST_SIGNALING BGLAP COL1A1 FGF23 IBSP ITGAV ITGB3 PDGFB PDGFRA PDGFRB PTH PTH1R SLC17A2 TNFRSF11B TNFSF11 WP_OSTEOCLAST_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOCLAST_SIGNALING ACP5 AIMP2 ATP6V1G1 CTSK GPR68 IFNAR1 IFNB1 ITGB3 MAPK8 PDGFB SLC9A1 SPP1 TNFRSF11A TNFRSF11B TNFSF11 TRPV5 WP_OSTEOPONTIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSTEOPONTIN_SIGNALING CHUK IKBKB ITGAV ITGB3 MAP2K1 MAP3K14 MAPK1 MAPK3 MMP9 NFKB1 PLAU RELA SPP1 WP_OSX_AND_MIRNAS_IN_TOOTH_DEVELOPMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OSX_AND_MIRNAS_IN_TOOTH_DEVELOPMENT ALPL BMP7 CTNNB1 DKK1 DMP1 DSPP HNF1A KLF4 MIR143 MIR145 MIR204 MIR211 MIR29B1 MIR32 MIR338 MIR34AHG MIR586 MIR885 MIRLET7A1 MIRLET7A2 MIRLET7C MIRLET7D MIRLET7E MIRLET7F1 MIRLET7F2 MIRLET7G MIRLET7I NOTCH1 NOTCH2 NOTCH3 NOTCH4 RUNX2 SOST SP7 WP_OVARIAN_INFERTILITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVARIAN_INFERTILITY AKT1 ATM BMPR1B CCND2 CDK4 CDKN1B CEBPB CREB1 CYP19A1 DAZL DMC1 EGR1 ESR2 FIGLA FMR1 FSHR GDF9 GJA4 INHA LHCGR MLH1 MSH5 MTOR NCOR1 NR5A1 NRIP1 PGR PRLR PTGER2 RAD51 SMAD3 SMPD1 SYNE2 TBP TSC1 TSC2 VDR ZP2 ZP3 WP_OVERLAP_BETWEEN_SIGNAL_TRANSDUCTION_PATHWAYS_CONTRIBUTING_TO_LMNA_LAMINOPATHIES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVERLAP_BETWEEN_SIGNAL_TRANSDUCTION_PATHWAYS_CONTRIBUTING_TO_LMNA_LAMINOPATHIES ACTB AGO2 APC AXIN1 BMP2 CDK4 CDKN1A CEBPA CEBPB CEBPD CREBBP CSNK1A1 CSNK1A1L CTNNB1 CTSK DICER1 E2F1 EMD FNTA GSK3B HDAC1 HES1 HES5 HMGA2 ICMT JUNB KAT2B LEF1 LEMD3 LMNA MAOA MAOB MIR33B MIRLET7B MSTN MYOD1 NAP1L1 NOTCH1 PPARG RB1 RUNX2 SMAD2 SMAD3 SPP1 SREBF1 TARBP2 TCF7 TCF7L1 TCF7L2 TGFB1 TGFB2 TLE1 TMPO TNFRSF11B WNT10B WNT7B ZMPSTE24 WP_OVERVIEW_OF_NANOPARTICLE_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVERVIEW_OF_NANOPARTICLE_EFFECTS AKT3 BAX BCL2 CCND3 CDH3 COL4A1 CRP CXCL8 FN1 HMOX1 IL6 ITGAD LAMA3 NFRKB PIK3CD PTGS1 PTGS2 PTK2 TNF WP_OVERVIEW_OF_PROINFLAMMATORY_AND_PROFIBROTIC_MEDIATORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OVERVIEW_OF_PROINFLAMMATORY_AND_PROFIBROTIC_MEDIATORS AREG CCL1 CCL11 CCL13 CCL14 CCL15 CCL16 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL22 CCL23 CCL24 CCL25 CCL26 CCL27 CCL28 CCL3 CCL3L3 CCL4 CCL4L2 CCL5 CCL7 CCL8 CNTF CSF1 CSF2 CSF3 CTF1 CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL16 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 EBI3 EPO IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNB1 IFNG IFNK IFNL1 IFNL2 IFNL3 IFNW1 IL10 IL11 IL12A IL12B IL13 IL15 IL17A IL17B IL17C IL17D IL17F IL18 IL19 IL1A IL1B IL1F10 IL1RN IL2 IL20 IL21 IL22 IL23A IL24 IL25 IL26 IL27 IL3 IL31 IL33 IL36A IL36B IL36G IL36RN IL37 IL4 IL5 IL6 IL7 IL9 LIF LTA MMP1 MMP3 MMP9 NFKB1 OSM PF4 PF4V1 PPBP SPP1 TGFB1 TNF TNFSF13 TNFSF13B TSLP VEGFA XCL1 XCL2 WP_OXIDATION_BY_CYTOCHROME_P450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXIDATION_BY_CYTOCHROME_P450 CYB5A CYB5B CYB5R1 CYB5R2 CYB5R3 CYB5R4 CYP11A1 CYP11B1 CYP11B2 CYP17A1 CYP19A1 CYP1A1 CYP1A2 CYP1B1 CYP20A1 CYP24A1 CYP26A1 CYP26B1 CYP26C1 CYP27A1 CYP27B1 CYP27C1 CYP2A13 CYP2A6 CYP2A7 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP2G1P CYP2J2 CYP2R1 CYP2S1 CYP2U1 CYP2W1 CYP39A1 CYP3A4 CYP3A43 CYP3A5 CYP3A7 CYP46A1 CYP4A11 CYP4A22 CYP4B1 CYP4F11 CYP4F12 CYP4F2 CYP4F22 CYP4F3 CYP4F8 CYP4V2 CYP4X1 CYP4Z1 CYP51A1 CYP7A1 CYP7B1 CYP8B1 POR WP_OXIDATIVE_DAMAGE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXIDATIVE_DAMAGE_RESPONSE APAF1 BAD BAG4 BAK1 BCL2 C1QA C1QB C1QC C1R C1S C2 C3AR1 C4B C5 C5AR1 CASP3 CASP9 CDC42 CDKN1A CDKN1B CDKN1C CR2 CYCS GADD45A MAP2K4 MAP3K1 MAP3K9 MAPK10 MAPK13 NFKB1 NFKBIE PCNA TDP2 TNF TNFRSF1B TNK2 TRAF1 TRAF2 TRAF3 TRAF6 WP_OXIDATIVE_PHOSPHORYLATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXIDATIVE_PHOSPHORYLATION ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PB ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6AP2 DMAC2L GZMB MT-ATP6 MT-ND1 MT-ND2 MT-ND3 MT-ND4 MT-ND4L MT-ND5 MT-ND6 NDUFA10 NDUFA11 NDUFA2 NDUFA3 NDUFA4 NDUFA4L2 NDUFA5 NDUFA6 NDUFA7 NDUFA8 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB2 NDUFB4 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFB9 NDUFC1 NDUFC2 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS7 NDUFS8 NDUFV1 NDUFV2 NDUFV3 WP_OXIDATIVE_STRESS_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXIDATIVE_STRESS_RESPONSE CAT CYBB CYP1A1 FOS GCLC GPX1 GPX3 GSR GSTT2 HMOX1 JUNB MAOA MAPK10 MAPK14 MGST1 MT1X NFE2L2 NFIX NFKB1 NOX1 NOX3 NOX4 NOX5 NQO1 SOD1 SOD2 SOD3 SP1 TXN2 TXNRD1 TXNRD2 UGT1A6 XDH WP_OXYSTEROLS_DERIVED_FROM_CHOLESTEROL https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_OXYSTEROLS_DERIVED_FROM_CHOLESTEROL ACOT1 ACOT11 ACOT12 ACOT13 ACOT2 ACOT4 ACOT6 ACOT7 ACOT8 ACOT9 ACOX2 AKR1C4 AKR1D1 AMACR BAAT CH25H CYP27A1 CYP39A1 CYP3A4 CYP46A1 CYP7A1 CYP7B1 CYP8B1 DBP DHCR7 EBP EPHX2 ESR1 ESR2 GPR183 HSD11B1 HSD11B2 HSD3B7 IL17A IL17B IL17C IL17D IL17F IL25 INSIG1 LBP NR1H2 NR1I2 RORC SCP2 SLC27A2 SLC27A5 SULT2A1 SULT2B1 THEM5 UGT3A1 WP_P38_MAPK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_P38_MAPK_SIGNALING ATF2 CDC42 CREB1 DAXX DDIT3 ELK1 GRB2 HMGN1 HRAS HSPB1 MAP2K4 MAP2K6 MAP3K1 MAP3K5 MAP3K7 MAP3K9 MAPK14 MAPKAPK2 MAPKAPK5 MAX MEF2D MKNK1 MYC PLA2G4A RAC1 RASGRF1 RIPK1 RPS6KA5 SHC1 SMIM40 STAT1 TGFB2 TGFBR1 TRADD TRAF2 WP_P53_TRANSCRIPTIONAL_GENE_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_P53_TRANSCRIPTIONAL_GENE_NETWORK ACAD11 ADGRB1 ADORA2B AKT1S1 ALDH4A1 APAF1 AURKA BAX BBC3 BTG2 CCL2 CCNE1 CCNG1 CDC25A CDC25C CDK2 CDKN1A CPT1C CX3CL1 DDB2 DDIT4 DEPTOR DRAM1 E2F7 ERCC5 FANCC FAS FASLG FUCA1 GADD45A GLS2 GPX1 ICAM1 IRF5 IRF9 ISG15 LIF MGMT MIR145 MIR200C MIR34A MIR34B MIR34C MLH1 MLST8 MSH2 MTOR NANOG NCF2 NOTCH1 PCNA PERP PIDD1 PMAIP1 PML POLH POLK PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PTEN RPRM RPTOR RRM2B SAT1 SCO2 SERPINB5 SERPINE1 SESN1 SESN2 SFN SIVA1 SLC2A1 SLC7A11 SMR3B THBS1 TIGAR TNF TNFRSF10B TNFRSF10D TP53AIP1 TP53I3 TP53INP1 TRAF4 TSC2 ULBP1 ULBP2 ULK1 ULK2 XPC XRCC5 ZMAT3 WP_PAFAH1B1_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PAFAH1B1_COPY_NUMBER_VARIATION CLIP1 DCX DYNC1H1 NDEL1 NUDC PAFAH1B1 PAFAH1B2 PAFAH1B3 RELN TUBA1A VLDLR WP_PANCREATIC_ADENOCARCINOMA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PANCREATIC_ADENOCARCINOMA_PATHWAY AKT1 AKT2 AKT3 ARAF ARHGEF6 BAD BAK1 BAX BCL2L1 BRAF BRCA2 BUB1B-PAK6 CASP9 CCND1 CDC42 CDK4 CDK6 CDKN1A CDKN2A CHUK DDB2 DUSP6 E2F1 E2F2 E2F3 EGF EGFR ERBB2 GADD45A GADD45B GADD45G IKBKB IKBKG JAK1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MTOR NFKB1 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PEBP1 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLD1 POLK PRKCD RAC1 RAC2 RAC3 RAD51 RAF1 RALA RALB RALBP1 RALGDS RB1 RELA RHOA RIPK4 RPS6KB1 RPS6KB2 SMAD2 SMAD3 SMAD4 STAT1 STAT3 TGFA TGFB1 TGFB2 TGFB3 TGFBR1 TGFBR2 TIAM1 TP53 VEGFA WP_PANCREATIC_CANCER_SUBTYPES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PANCREATIC_CANCER_SUBTYPES AGR2 AGR3 ANXA10 ANXA8L1 AREG BTNL8 CDH17 CEACAM6 CLRN3 CST6 CTSE CTSV CYP3A7 DHRS9 FAM3D FAM83A FGFBP1 GPR87 KRT15 KRT17 KRT20 KRT6A KRT6C KRT7 LEMD1 LGALS4 LY6D LYZ MYO1A PLA2G10 PRR15L REG4 S100A2 SCEL SERPINB3 SERPINB4 SLC2A1 SPINK4 SPRR1B SPRR3 ST6GALNAC1 TFF1 TFF2 TFF3 TNS4 TSPAN8 VGLL1 VSIG2 WP_PARKINSONS_DISEASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PARKINSONS_DISEASE_PATHWAY APAF1 ATXN2 CASP2 CASP3 CASP6 CASP7 CASP9 CCNE1 CCNE2 CYCS DDC EPRS1 GPR37 HTRA2 LRRK2 MAPK11 MAPK12 MAPK13 MAPK14 MIR10A MIR1224 MIR127 MIR128-1 MIR128-2 MIR1294 MIR132 MIR136 MIR16-2 MIR18A MIR195 MIR19A MIR19B1 MIR19B2 MIR212 MIR26A1 MIR26A2 MIR26B MIR30A MIR30E MIR338 MIR34B MIR34C MIR370 MIR375 MIR409 MIR431 MIR433 MIR4448 MIR485 MIR503 MIR873 MIRLET7G PARK7 PINK1 PRKN SEPTIN5 SLC6A3 SNCA SNCAIP SYT11 TH UBA1 UBA7 UBB UBE2G1 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBE2L6 UCHL1 WP_PARKINUBIQUITIN_PROTEASOMAL_SYSTEM_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PARKINUBIQUITIN_PROTEASOMAL_SYSTEM_PATHWAY CASK CASP1 CASP8 CCNE1 CUL1 FBXW7 GPR37 HSPA14 HSPA1A HSPA1B HSPA1L HSPA2 HSPA4 HSPA5 HSPA6 HSPA8 HSPA9 PRKN PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 RNF19A SEPTIN5 SIAH1 SIAH2 SNCA SNCAIP STUB1 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA4B TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 UBA1 UBE2G1 UBE2G2 UBE2J1 UBE2J2 UBE2L3 UBE2L6 WP_PATHOGENESIS_OF_SARSCOV2_MEDIATED_BY_NSP9NSP10_COMPLEX https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHOGENESIS_OF_SARSCOV2_MEDIATED_BY_NSP9NSP10_COMPLEX CD2 CD247 CD3E CD3G CD4 CD8A CD8B CRP CXCL8 FYN HLA-DRA HLA-DRB1 HLA-DRB5 IGLL1 IL6 LBP LCK MMP25 NKRF PRG3 ZAP70 WP_PATHOGENIC_ESCHERICHIA_COLI_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHOGENIC_ESCHERICHIA_COLI_INFECTION ABL1 ACTB ACTG1 ARHGEF2 ARPC1A ARPC1B ARPC2 ARPC3 ARPC4 ARPC5 ARPC5L CD14 CDC42 CDH1 CLDN1 CTNNB1 CTTN EZR FYN HCLS1 ITGB1 KRT18 LY96 NCK1 NCK2 NCL OCLN PRKCA RHOA ROCK1 ROCK2 TLR4 TLR5 TUBA1A TUBA1B TUBA1C TUBA3C TUBA3D TUBA3E TUBA4A TUBA8 TUBAL3 TUBB TUBB1 TUBB2A TUBB2B TUBB3 TUBB4A TUBB4B TUBB6 TUBB8 WAS WASL YWHAQ YWHAZ WP_PATHOPHYSIOLOGICAL_ROLES_OF_DUX4_IN_FSHD1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHOPHYSIOLOGICAL_ROLES_OF_DUX4_IN_FSHD1 ADRB2 CDKN1A DUX4 EP300 ESR2 FBXO32 H3Y1 H3Y2 MYC MYF5 MYOD1 MYOG PAX7 PPARGC1A RET TRIM63 UPF1 VEGFA WP_PATHWAYS_AFFECTED_IN_ADENOID_CYSTIC_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHWAYS_AFFECTED_IN_ADENOID_CYSTIC_CARCINOMA AKT1 ARID1A ARID4B ARID5B ATM ATRX BCOR BCORL1 BRCA1 BRD1 CEBPA CHEK1 CHEK2 CMTR2 CNTN6 CREBBP CTBP1 DTX4 EP300 ERBB2 ERBIN FBXW7 FGF16 FGFR4 FOXO3 FOXP2 H1-4 H2AC16 HRAS IL17RD INSRR JMJD1C KANSL1 KAT6A KDM6A KDM6B KMT2C MAGI1 MAGI2 MAML3 MAP2K2 MAX MGA MORF4L1 MYB MYBL1 MYC MYCBP MYCN NCOR1 NFIB NOTCH1 NSD1 PIK3CA PRKDC PTEN RAF1 SETD2 SMARCA2 SMARCE1 SMC1A SRCAP TLK1 TP53 UHRF1 WP_PATHWAYS_OF_NUCLEIC_ACID_METABOLISM_AND_INNATE_IMMUNE_SENSING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PATHWAYS_OF_NUCLEIC_ACID_METABOLISM_AND_INNATE_IMMUNE_SENSING ADAR CGAS IFIH1 IFNB1 IRF3 MAVS OAS1 RIGI RNASEH2A RNASEH2B RNASEH2C RNASEL RNASET2 SAMHD1 STING1 TREX1 WP_PDGFRBETA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PDGFRBETA_PATHWAY EIF2AK2 ELK1 FOS GRB2 HRAS JAK1 JAK2 JUN MAP2K1 MAP2K4 MAP3K1 MAPK3 MAPK8 PDGFRB PIK3CA PIK3R1 PLCG1 PRKCA PRKCB RAF1 RASA1 SHC1 SOS1 SRF STAT1 STAT3 STAT5A STAT5B STAT6 WP_PDGF_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PDGF_PATHWAY ARFIP2 CDC42 CHUK ELK1 FOS GRB2 HRAS JAK1 JUN MAP2K1 MAP2K4 MAP3K1 MAPK1 MAPK3 MAPK8 MT-CO2 NFKB1 NFKBIA PAK1 PDGFA PDGFB PDGFRB PIK3R1 PLA2G4A PLCG1 PTPN11 RAC1 RAF1 RASA1 RHOA SHC1 SOS1 SRC SRF STAT1 STAT3 TIAM1 VAV1 VAV2 WASL WP_PENTOSE_PHOSPHATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PENTOSE_PHOSPHATE_METABOLISM G6PD PGD PGLS RPE RPIA TALDO1 TKT WP_PENTOSE_PHOSPHATE_PATHWAY_IN_SENESCENT_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PENTOSE_PHOSPHATE_PATHWAY_IN_SENESCENT_CELLS DERA G6PD PGLS PRPS1L1 RPE RPIA TALDO1 TP53 WP_PEPTIDE_GPCRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PEPTIDE_GPCRS ACKR1 AGTR1 AGTR2 ATP8A1 AVPR1A AVPR1B AVPR2 BDKRB1 BDKRB2 BRS3 C3AR1 C5AR1 CCKAR CCKBR CCR1 CCR10 CCR2 CCR3 CCR4 CCR5 CCR6 CCR7 CCR8 CCR9 CX3CR1 CXCR1 CXCR2 CXCR3 CXCR4 CXCR5 CXCR6 EDNRA EDNRB FPR1 FPR2 FPR3 FSHR GALR1 GALR2 GALR3 GHSR GNRHR GRPR HCRTR1 HCRTR2 LHCGR MC1R MC2R MC3R MC4R MC5R NMBR NPY1R NPY2R NPY4R NPY5R NPY6R NTSR1 NTSR2 OPRD1 OPRK1 OPRL1 OPRM1 OXTR SSTR1 SSTR2 SSTR3 SSTR4 SSTR5 TAC4 TACR1 TACR2 TACR3 TRHR TSHR WP_PEROXIREDOXIN_2_INDUCED_OVARIAN_FAILURE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PEROXIREDOXIN_2_INDUCED_OVARIAN_FAILURE BAX CASP3 CYP11A1 HSD3B2 MAPK10 PARP2 PRDX2 STAR WP_PERTURBATIONS_TO_HOSTCELL_AUTOPHAGY_INDUCED_BY_SARSCOV2_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PERTURBATIONS_TO_HOSTCELL_AUTOPHAGY_INDUCED_BY_SARSCOV2_PROTEINS AKT1 AKT1S1 APOB ATG12 ATG13 ATG16L1 ATG2B ATG3 ATG4A ATG5 ATG7 ATG9A CALCOCO2 DEPTOR EIF4B GABARAPL2 LAMP2 LAMTOR1 LARP1 MAP1LC3B MLST8 MTOR NBR1 OPTN PKM PPP1R9A PRKAA2 RAB7A RB1CC1 RHEB RPS6 RPS6KB1 RPTOR SQSTM1 TAX1BP1 TMEM59 ULK1 VAMP8 VPS11 VPS16 VPS18 VPS33A VPS39 VPS41 WP_PGK1_PKM2_KHKCKHKA_ACTING_AS_PROTEIN_KINASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PGK1_PKM2_KHKCKHKA_ACTING_AS_PROTEIN_KINASES AKT1S1 BECN1 BUB3 H2AX H3-3A H3-3B KHK MYL2 PAK2 PDK1 PGK1 PKM PRPS1 SNAP23 STAT3 WP_PHASE_I_BIOTRANSFORMATIONS_NONP450 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHASE_I_BIOTRANSFORMATIONS_NONP450 CES1 CES2 CES5A ESD LIPA PON1 PON2 PON3 WP_PHOSPHATIDYL_INOSITOL_PHOSPHATE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOSPHATIDYL_INOSITOL_PHOSPHATE_PATHWAY FIG4 INPP4A INPP4B INPP5D INPP5E INPP5K IPMK MTM1 MTMR1 MTMR2 MTMR6 MTMR8 OCRL PI4K2A PI4K2B PI4KA PI4KB PIK3C2A PIK3C2B PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PTEN SACM1L TPTE2 WP_PHOSPHODIESTERASES_IN_NEURONAL_FUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOSPHODIESTERASES_IN_NEURONAL_FUNCTION ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADORA2A CAMK2A CHRNA7 CREB1 DRD1 DRD2 GRIA1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 NOS1 PDE10A PDE11A PDE12 PDE1A PDE1B PDE1C PDE2A PDE3A PDE3B PDE4A PDE4B PDE4C PDE4D PDE5A PDE6A PDE6B PDE6C PDE6D PDE6G PDE6H PDE7A PDE7B PDE8A PDE8B PDE9A PPP1R1B PRKACA PRKG1 WP_PHOSPHOINOSITIDES_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOSPHOINOSITIDES_METABOLISM INPP5D MTM1 MTMR1 MTMR10 MTMR11 MTMR12 MTMR2 MTMR3 MTMR4 MTMR6 MTMR7 MTMR8 MTMR9 OCRL PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R4 PIKFYVE PIP4K2A PIP4K2B PIP4K2C PIP4P1 PIP4P2 PIP5K1A PIP5K1B PIP5K1C PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 PLCH1 PLCH2 PLCZ1 PTEN SACM1L SBF1 SBF2 WP_PHOTODYNAMIC_THERAPYINDUCED_AP1_SURVIVAL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPYINDUCED_AP1_SURVIVAL_SIGNALING ADAMTSL4-AS1 ATF2 BAK1 BAX BCL2 BCL2L1 BCL2L11 BCL3 BID BMF CCNA2 CCND1 CCNE1 CDKN1A CDKN2A CFLAR EGFR ELK1 FAS FASLG FGF7 FOS HBEGF HSP90AA1 IFNG IL2 IL6 JUN JUNB MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 MCL1 MMP2 NFE2L2 PDGFRA RB1 TNF TNFRSF1A TNFSF10 TP53 TRAF2 TRAF5 TRAF6 WP_PHOTODYNAMIC_THERAPYINDUCED_HIF1_SURVIVAL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPYINDUCED_HIF1_SURVIVAL_SIGNALING ADAMTSL4-AS1 ANGPT1 ANGPT2 ARNT BAK1 BAX BCL2A1 BCL2L1 BID BIRC5 BNIP3 BNIP3L EDN1 EGLN1 EPO HIF1A HIF1AN HK1 IGFBP1 IGFBP2 IGFBP3 LDHA MCL1 NOS2 PDHA1 PFKL PGK1 PKM PMAIP1 PTGS2 SERPINE1 SLC16A1 SLC2A1 SLC2A3 TGFA TGFB3 TP53 VEGFA WP_PHOTODYNAMIC_THERAPYINDUCED_NFE2L2_NRF2_SURVIVAL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPYINDUCED_NFE2L2_NRF2_SURVIVAL_SIGNALING ABCC2 ABCC3 ABCC4 ABCC6 ABCG2 CES1 EPHX1 FOS GCLC GCLM GSTP1 HMOX1 JUN KEAP1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK8 NFE2L2 NQO1 NQO2 SRXN1 WP_PHOTODYNAMIC_THERAPYINDUCED_NFKB_SURVIVAL_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPYINDUCED_NFKB_SURVIVAL_SIGNALING BCL2A1 BCL2L2 BIRC2 BIRC3 BIRC5 CCND1 CD40LG CFLAR CHUK CSF2 CXCL2 CXCL8 EGLN2 ICAM1 IKBKB IL1A IL1B IL2 IL6 MMP1 MMP2 MMP3 MMP9 NFKB1 NFKB2 PTGS2 REL RELA RELB SELE TNF TNFRSF1A TRAF6 VCAM1 VEGFA WP_PHOTODYNAMIC_THERAPYINDUCED_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHOTODYNAMIC_THERAPYINDUCED_UNFOLDED_PROTEIN_RESPONSE ASNS ATF3 ATF4 ATF6 BBC3 BCL2L11 CALR DDIT3 DNAJB11 DNAJB9 DNAJC3 EDEM1 EIF2A EIF2AK3 ERN1 ERP27 HSP90B1 HSPA5 NARS1 NFE2L2 PDIA6 PPP1R15A SULT1E1 TRIB3 UBE2E1 WARS1 XBP1 WP_PHYSICOCHEMICAL_FEATURES_AND_TOXICITYASSOCIATED_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHYSICOCHEMICAL_FEATURES_AND_TOXICITYASSOCIATED_PATHWAYS ACTA1 ACTR2 ACTR3 AKT1 APC AXIN1 CAMK1 CBL CDKN1A CDKN1B CTNNB1 DAAM1 DVL1 EGFR ELK1 ERBB2 ERBB4 FN1 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GPX1 GRB2 GRIA1 GSK3B JUN MAP2K1 MAP2K4 MAPK1 MAPK8 MYC MYL1 MYLK NCK1 NEFH NEFL NEFM NOS1 PAK1 PFN1 PFN2 PFN3 PFN4 PIK3CG PLCG1 PPP2CA PTK2 RAF1 RHOA ROCK2 SHC1 SOD1 SOS1 SRC STAT5A TGFA TMSB4X WNT11 WNT16 WP_PHYSIOLOGICAL_AND_PATHOLOGICAL_HYPERTROPHY_OF_THE_HEART https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PHYSIOLOGICAL_AND_PATHOLOGICAL_HYPERTROPHY_OF_THE_HEART AGT CALM1 CAMK2D CTF1 EDN1 FOS GATA4 IL6ST JUN LIFR MAP2K3 MAPK1 MAPK11 MAPK14 MAPK8 MYEF2 NFATC4 PPP3CA PPP3CB PRKCB PRKCE RAC1 RHOA STAT3 WP_PI3KAKTMTOR_SIGNALING_AND_THERAPEUTIC_OPPORTUNITIES_IN_PROSTATE_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PI3KAKTMTOR_SIGNALING_AND_THERAPEUTIC_OPPORTUNITIES_IN_PROSTATE_CANCER AKT1 ATG13 BAD CDKN1B EIF4EBP1 FOXO1 FOXO3 FOXO4 GRB10 GSK3B HRAS KRAS MAPKAP1 MLST8 MTOR NOS3 NRAS PDK1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PTEN RB1CC1 RHEB RICTOR RPTOR TFEB TSC2 ULK1 WP_PI3KAKTMTOR_VITAMIN_D3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PI3KAKTMTOR_VITAMIN_D3_SIGNALING AKT1 CD80 CD86 CYP24A1 GSK3B HK3 HLA-DRA IL10 IL12A LDHA MTOR MYC PDHA1 PFKFB4 PIK3CA PRKAA2 RELA RXRA SLC2A3 TSC1 TSC2 VDR WP_PI3KAKT_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PI3KAKT_SIGNALING ADAMTSL4-AS1 AKT1 AKT2 AKT3 ANGPT1 ANGPT2 ANGPT4 ATF2 ATF4 ATF6B BAD BCL2 BCL2L1 BCL2L11 BDNF BRCA1 CASP9 CCND1 CCND2 CCND3 CCNE1 CCNE2 CD19 CDC37 CDK2 CDK4 CDK6 CDKN1A CDKN1B CHAD CHRM1 CHRM2 CHUK COL1A1 COL1A2 COL2A1 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 COL6A1 COL6A2 COL6A3 COL6A5 COL6A6 COL9A1 COL9A2 COL9A3 COMP CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CSF1 CSF1R CSF3 CSF3R CSH1 CSH2 DDIT4 EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EIF4B EIF4E EIF4E1B EIF4E2 EIF4EBP1 EPHA2 EPO EPOR F2R FASLG FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 FN1 FOXO3 G6PC1 G6PC2 G6PC3 GH1 GH2 GHR GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GSK3B GYS1 GYS2 HGF HRAS HSP90AA1 HSP90AB1 HSP90B1 IBSP IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IGF1 IGF1R IGF2 IKBKB IKBKG IL2 IL2RA IL2RB IL2RG IL3 IL3RA IL4 IL4R IL6 IL6R IL7 IL7R INS INSR IRS1 ITGA1 ITGA10 ITGA11 ITGA2 ITGA2B ITGA3 ITGA4 ITGA5 ITGA6 ITGA7 ITGA8 ITGA9 ITGAV ITGB1 ITGB3 ITGB4 ITGB5 ITGB6 ITGB7 ITGB8 JAK1 JAK2 JAK3 KDR KIT KITLG KRAS LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 LPAR1 LPAR2 LPAR3 LPAR4 LPAR5 LPAR6 MAP2K1 MAP2K2 MAPK1 MAPK3 MCL1 MDM2 MET MLST8 MTOR MYB MYC NFKB1 NGF NGFR NOS3 NRAS NTF3 NTF4 NTRK1 NTRK2 OSM OSMR PCK1 PCK2 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDPK1 PGF PHLPP1 PHLPP2 PIK3AP1 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 PIK3R6 PKN1 PKN2 PKN3 PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R2D PPP2R3A PPP2R3B PPP2R3C PPP2R5A PPP2R5B PPP2R5C PPP2R5D PPP2R5E PRKAA1 PRKAA2 PRKCA PRL PRLR PTEN PTK2 RAC1 RAF1 RBL2 RELA RELN RHEB RPS6 RPS6KB1 RPS6KB2 RPTOR SGK1 SGK2 SGK3 SOS1 SOS2 SPP1 STK11 SYK TCL1A TCL1B TEK TGFA THBS1 THBS2 THBS3 THBS4 THEM4 TLR2 TLR4 TNC TNN TNR TNXB TP53 TSC1 TSC2 VEGFA VEGFB VEGFC VEGFD VTN VWF WP_PILOCYTIC_ASTROCYTOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PILOCYTIC_ASTROCYTOMA BRAF GRB2 NF1 PTPN11 RAF1 SOS1 WP_PKCGAMMA_CALCIUM_SIGNALING_IN_ATAXIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PKCGAMMA_CALCIUM_SIGNALING_IN_ATAXIA ATP2B2 CA8 CACNA1A GNA11 GNA14 GNA15 GNAQ GRIA1 GRIA2 GRIA3 GRIA4 GRM1 HOMER3 ITPR1 PDK1 PLCB1 PLCB2 PLCB3 PLCB4 PRKCG RYR3 TRPC3 WP_PLATELETMEDIATED_INTERACTIONS_WITH_VASCULAR_AND_CIRCULATING_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PLATELETMEDIATED_INTERACTIONS_WITH_VASCULAR_AND_CIRCULATING_CELLS CCL2 CCL5 CD40 CD40LG ICAM1 IL1B PF4 SELE SELP SELPLG TGFB1 TGFB2 TGFB3 TLR2 TLR4 TLR7 VCAM1 WP_PLEURAL_MESOTHELIOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PLEURAL_MESOTHELIOMA ACTA1 ACTA2 ACTB ACTC1 ACTG1 ACTG2 ADAMTS1 ADAMTSL4-AS1 AGER AJUBA AKT1 AKT1S1 AKT2 AKT3 AMOT ANGPT1 ANGPT2 ANGPT4 APC AREG ASXL1 ATF2 ATF3 ATG13 ATM AXIN1 BAG2 BAK1 BAP1 BARD1 BAX BBC3 BCL2 BDNF BECN1 BMI1 BRCA1 BTC BTRC BUB1B-PAK6 CASP1 CCL2 CCL4 CCL5 CCN2 CCND1 CCND2 CCND3 CCNE1 CD274 CD44 CD47 CDH1 CDH10 CDH11 CDH12 CDH13 CDH15 CDH16 CDH17 CDH18 CDH19 CDH2 CDH20 CDH22 CDH24 CDH3 CDH4 CDH5 CDH6 CDH7 CDH8 CDH9 CDK2 CDK4 CDK7 CDKN1A CDKN2A CER1 CHD8 CIT COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 CREB1 CSF1 CSF1R CSF2 CSF3 CSNK1A1 CSNK1A1L CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTBP1 CTBP2 CTHRC1 CTNNA1 CTNNA2 CTNNA3 CTNNB1 CUL1 CXCL1 CXCL10 CXCL12 CXCL5 CXXC4 CYCS DDIT3 DEPTOR DKK1 DKK2 DKK4 DSC3 DVL1 DVL2 DVL3 E2F1 EED EFNA1 EFNA2 EFNA3 EFNA4 EFNA5 EGF EGFR EIF4B EIF4EBP1 EIF4G1 ELK1 EPHA2 EZH2 FABP4 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT3LG FLT4 FN1 FOSL1 FOXM1 FOXO1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GABPA GRB2 GSK3B HBEGF HCFC1 HGF HIF1A HMGB1 HMGN1 HRAS IDO1 IGF1 IGF1R IGF2 IL10 IL1B IL34 IL6 INS INSR ITGA1 ITGA2 ITGA3 ITGA4 ITGA6 ITGAV ITGB1 ITGB2 ITGB3 ITGB4 ITPR3 JAK1 JUN KDM6A KDR KIF23 KIT KITLG KMT2C KREMEN1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC1 LAMC2 LAMC3 LATS1 LATS2 LEF1 LGALS9 LIMD1 LIN28B LRP5 LRP6 MAD1L1 MAD2L1 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAP3K1 MAP3K10 MAP3K11 MAP3K2 MAP3K3 MAP3K4 MAP3K5 MAP3K6 MAP3K9 MAP4K1 MAP4K2 MAP4K3 MAP4K4 MAPK1 MAPK10 MAPK14 MAPK3 MAPK7 MAPK8 MAPK9 MAPKAPK2 MAX MCL1 MCU MDK MDM2 MDM4 MEF2D MET MINK1 MIRLET7B MKNK1 MKNK2 MLST8 MMP14 MMP2 MMP3 MMP9 MOB1A MOB1B MST1 MTOR MYC NDRG1 NF2 NFKB1 NGF NGFR NLRP3 NOTUM NTF3 NTF4 NTRK1 NTRK2 OGT PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFA PDGFB PDGFC PDGFD PDGFRA PDGFRB PDK1 PGF PHC1 PIGF PIK3CA PIK3CB PIK3CD PIK3CG PLAU PLCB4 PODXL PORCN PPARGC1A PRB1 PRB2 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRSS23 PTEN PTK2 RAF1 RASSF1 RASSF2 RASSF3 RASSF4 RASSF5 RASSF6 RASSF7 RB1CC1 RBBP4 RHEB RING1 RNF2 ROR1 ROR2 RPS6 RPS6KA1 RPS6KA3 RPS6KA5 RPS6KB1 RPS6KB2 RPTOR RYK SAV1 SELE SENP2 SERPINF1 SETD2 SETD5 SETDB1 SFRP1 SFRP2 SFRP4 SFRP5 SHC1 SLC2A1 SLC3A2 SLC7A5 SOS1 SOST SOX17 SP1 SPARC SRC STAT1 STK3 STK38L SUZ12 TCF7 TCF7L1 TCF7L2 TEAD1 TEAD2 TEAD3 TEAD4 TEK TELO2 TERT TGFA TGFB1 TNIK TNNT1 TP53 TRAF2 TSC1 TSC2 TTI1 UHRF1 ULK1 ULK2 VEGFA VEGFB VEGFC VEGFD VGLL4 WDR5 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WWC1 WWTR1 YAP1 YWHAB YY1 WP_PLURIPOTENT_STEM_CELL_DIFFERENTIATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PLURIPOTENT_STEM_CELL_DIFFERENTIATION_PATHWAY ALK BMP4 CNTF CSF1 CSF1R CXCR1 DKK1 EGF EPO FGF1 FGF10 FGF2 FGF4 FGF8 FLT3LG FST GDF5 HGF IGF1 IL11 IL3 IL6 IL6R INHBA INS KIT KITLG LEFTY1 NODAL NOG NOTCH1 NT5E NTF4 PDGFA PDGFB SHH TF TGFB1 TGFB3 TNFSF11 TPO VEGFA WNT1 WNT2 WNT2B WNT3A WNT5A WNT7B WP_POLYCYSTIC_KIDNEY_DISEASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_POLYCYSTIC_KIDNEY_DISEASE_PATHWAY ADCY6 AVPR2 BRAF CCND1 CFTR CTNNB1 DVL1 DVL2 DVL3 EGF ERBB2 FLT1 FOS FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GNA11 GNAI1 GNAI2 GNAI3 GNAQ GNAS GSK3B HRAS IGF1 IGF1R IKBKB JUN KCNN4 KDR KRAS MAP2K2 MAPK3 MTOR MYC NRAS PDE1A PKD1 PKD2 PLCG2 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACG PRKAG1 PRKAG2 PRKAG3 RHEB RPS6KA1 SFRP4 SLC12A2 SRC SSTR2 STK11 TNF TSC1 TSC2 VEGFB WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT8A WNT8B WNT9A WNT9B WP_POSTCOVID_NEUROINFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_POSTCOVID_NEUROINFLAMMATION ACE2 CCL11 CXCL8 FURIN GFAP HMGB1 IFNA2 IFNG IL10 IL12A IL18 IL1A IL1B IL2 IL4 IL6 MAPK1 TLR3 TLR4 TLR7 TLR8 TMPRSS2 TNF WP_PPARALPHA_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PPARALPHA_PATHWAY ACAA1 ACADM APOA1 APOA2 APOA5 APOC3 CCND1 CDK1 CDK4 CPT1A CPT2 CYP4A11 CYP7A1 CYP8B1 DBI EHHADH FABP1 KLK15 MYC NR1H3 PLTP PPARA RXRA SCP2 SLC27A1 UGT1A9 WP_PPAR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PPAR_SIGNALING ACAA1 ACADL ACADM ACOX1 ACOX2 ACOX3 ACSBG1 ACSBG2 ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ADIPOQ ANGPTL4 APOA1 APOA2 APOA5 APOC3 AQP7 CD36 CPT1A CPT1B CPT1C CPT2 CYP27A1 CYP4A11 CYP7A1 CYP8B1 DBI EHHADH FABP1 FABP2 FABP3 FABP4 FABP5 FABP6 FABP7 FADS2 GK2 HMGCS2 ILK LPL ME1 MMP1 NR1H3 OLR1 PCK1 PCK2 PDPK1 PLIN1 PLTP PPARA PPARD PPARG RXRA RXRB RXRG SCD SCP2 SLC27A1 SLC27A2 SLC27A4 SLC27A5 SLC27A6 SORBS1 UCP1 WP_PRADERWILLI_AND_ANGELMAN_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRADERWILLI_AND_ANGELMAN_SYNDROME AAAS AHCTF1 ATP10A BBS4 BDNF CCND1 CCND2 CDC6 CDK4 CDK6 CDKN2A CDKN2B CDKN2C CGA CYFIP1 DLX5 E2F1 EIF4E FEZ1 FEZ2 FMR1 FSHB GABRA5 GABRB3 GABRD GABRG1 GABRG2 GABRG3 GABRR1 GABRR2 GABRR3 GHRH GHRL GLE1 GNRH1 GOLGA6L2 GOLGA8S HERC2 HTR2C INS KISS1 LHB MAGEL2 MDM2 MDM4 MIR4508 MKRN3 MSX1 NDC1 NDN NGF NHLH2 NIPA1 NIPA2 NPAP1 NUP107 NUP133 NUP153 NUP155 NUP160 NUP188 NUP205 NUP210 NUP214 NUP35 NUP37 NUP42 NUP43 NUP50 NUP54 NUP58 NUP62 NUP85 NUP88 NUP93 NUP98 OCA2 OXT PCM1 PCSK1 POM121 POMC PRKCZ PWRN1 PWRN2 RAE1 RANBP2 RB1 RNF8 SEC13 SEH1L SLC45A2 SNORD108 SNORD109A SNORD109B SNORD64 SNRPN SNURF TACR3 TP53 TPR TUBGCP2 TUBGCP3 TUBGCP4 TUBGCP5 TUBGCP6 TYR UBE2N UBE3A WP_PREGNANE_X_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PREGNANE_X_RECEPTOR_PATHWAY ABCB1 ABCC2 ABCC3 ABCC4 CYP2A6 CYP2B6 CYP2C19 CYP2C9 CYP3A4 CYP3A5 CYP3A7 CYP4F12 DNAJC7 FOXO1 GSTA2 HSP90AA1 NCOA1 NCOA2 NCOA3 NR1I2 NRIP1 PPARGC1A PSMC5 RXRA SLCO1B1 SRC SRPX2 SULT2A1 UGT1A1 UGT1A4 UGT1A6 UGT1A9 WP_PREIMPLANTATION_EMBRYO https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PREIMPLANTATION_EMBRYO AQP3 AQP9 ARGFX ATP1A1 BARX2 BATF3 CDH1 CDX2 CELF3 DDIT3 DLX2 DNMT3L DPPA3 DPRX E2F5 EGR1 ELAVL1 ESRRA FOSB FOXD1 FOXQ1 GATA2 GATA3 HMGA1 HNRNPAB IRF4 IRX5 KHSRP KLF4 LEUTX MACROH2A2 MIR302A MOS MTA3 MXD1 MYBL1 NANOG NANOGNB NKX2-1 NLRP5 NR3C2 PADI6 PBX1 POU5F1 SIX3 SMARCA4 SOX11 SOX2 SOX8 TBX3 TCF7L1 TEAD4 TFAP2B TPRX1 ZAR1 ZFP36 ZFP36L2 ZFP42 ZSCAN4 WP_PRIMARY_FOCAL_SEGMENTAL_GLOMERULOSCLEROSIS_FSGS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRIMARY_FOCAL_SEGMENTAL_GLOMERULOSCLEROSIS_FSGS ACTN4 AGRN AKT1 CAMK2B CD151 CD2AP CD80 CDH2 CDKN1A CDKN1B CDKN1C CLDN1 COL4A3 COL4A4 COL4A5 CR1 CTNNB1 CTSL DAG1 DKK1 DNM1 FAT1 FYN ILK INF2 IRF6 ITGA3 ITGAV ITGB1 ITGB3 ITGB4 JAG1 KIRREL2 KIRREL3 KRT8 LAMA5 LAMB2 LIMS1 LMX1B LRP5 LRP6 MKI67 MME MYH9 MYO1E NCK1 NOTCH1 NPHS1 NPHS2 PARVA PAX2 PCNA PLAUR PLCE1 PLCG1 PODXL PTK2 PTPRO SCARB2 SMARCAL1 SYNPO TGFB1 TLN1 TLR4 TRPC6 UTRN VCL VIM VTN WNT1 WT1 YWHAQ WP_PRIMARY_OVARIAN_INSUFFICIENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRIMARY_OVARIAN_INSUFFICIENCY AARS2 ACSL6 ACVR2B AFF2 AGTR2 AIRE AKT1 AMH AMHR2 ANKRD31 ANTXR1 ATG7 ATG9A ATM BCKDHB BDNF BLM BMP15 BMP8B BMPR1A BMPR1B BMPR2 BNC1 BRCA1 BRCA2 C14orf39 CAV1 CBX2 CLPP CNTNAP2 COMT COX10 CPEB1 CXCL12 CYP17A1 CYP19A1 CYP7A1 DAZL DBH DCAF17 DIAPH2 DMC1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S2 EIF4ENIF1 ERAL1 ERCC6 ESR1 ESR2 EXO1 FANCA FANCC FANCG FANCL FANCM FIGLA FMR1 FOXE1 FOXL2 FOXO1 FOXO3 FSHB FSHR GALT GAS5 GATA4 GDF9 GJA4 GNAS GPR3 HARS2 HAX1 HDX HELQ HFM1 HLA-DRB1 HSD17B4 HSF2BP IFI27 IL2 IL21 IL6 INHA INSL3 KDR KHDRBS1 KIT LAMC1 LARS2 LHCGR LHX8 LMNA MCM8 MCM9 MEIOB MGME1 MIR22 MIR449B MMP2 MND1 MRPS22 MSH4 MSH5 MTOR NANOS3 NBN NOBOX NOG NOTCH2 NR5A1 NUP107 OSR2 PARP1 PCCA PCCB PCMT1 PCSK1 PDPK1 PGRMC1 PMM2 POLG POLR2C POLR3H POU5F1 PRDM1 PRDM9 PREPL PRLR PSMC3IP PTEN PTH2R RAD51 RCBTB1 RECQL4 RPL10 S1PR1 SALL4 SELENBP1 SERPINE1 SIL1 SIRT1 SOHLH1 SOHLH2 SOX8 SPATA22 SPIDR STAG3 STAR STRA8 SYCE1 SYCP2L TG TGFBR2 TGFBR3 TMEM150B TNF TP63 TRIM37 TSC2 TSHB TWNK UBR2 WDR62 WNT4 WRN WT1 XPO5 XRCC2 XRCC4 XRCC6 ZP3 WP_PRION_DISEASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PRION_DISEASE_PATHWAY BATF BCL11A BCL2 CASP3 CHD2 CREB1 CTCF EBF1 ELK1 EP300 FGFR1 FYN HSP90B1 HSPA5 IRF4 MAPK1 MAPK3 MEF2C NCAM1 NFKB1 PAX5 PDIA3 POU2F2 PRNP PTK2 RAD21 RFX5 RXRA SMC3 SPI1 STAT3 TBP WP_PROGERIAASSOCIATED_LIPODYSTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROGERIAASSOCIATED_LIPODYSTROPHY BANF1 FBN1 FFAR3 FNTA ICMT INS KCNJ6 LMNA LMNB1 LMNB2 MUCL3 PARP1 POLD1 PPARG RECQL SMAD2 SMAD3 SMAD4 SPRTN TGFB1 WRN ZMPSTE24 WP_PROLACTIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROLACTIN_SIGNALING AGAP2 AKT1 CASP3 CBL CISH CTSD EIF4EBP1 ELK1 ERBB2 FLNA FOS FYN GAB2 GRB2 GSK3B HRAS IRF1 IRS1 IRS2 ITGB1 JAK1 JAK2 JUN MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MTOR MYC NEK3 NFKB1 NFKBIA NFKBIB NOS2 PAK1 PIAS3 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PPIA PPIB PRL PRLR PTK2 PTPN1 PTPN11 PTPN6 PXN RAC1 RAF1 RELA RPS6 RPS6KA2 RPS6KB1 SHC1 SIRPA SOCS1 SOCS2 SOCS3 SOS1 SRC STAT1 STAT3 STAT5A STAT5B TEC VAV1 VAV2 YWHAG YWHAZ ZAP70 WP_PROLINE_AND_HYDROXYPROLINE_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROLINE_AND_HYDROXYPROLINE_PATHWAYS ALDH4A1 OAT PEPD PRODH PYCR1 WP_PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM_IN_SENESCENCE_WP5122 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM_IN_SENESCENCE_WP5122 ADCY3 ALOX12 ALOX15 ALOX15B ALOX5 ALOX5AP CDKN1A CYSLTR1 GNAI1 GNAQ GNAS HRAS IGFBP5 LTA4H LTC4S MAPK11 PLA2G4A PLCB1 PRXL2B PTGDS PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGIS PTGS1 PTGS2 RB1 SIRT1 TBXAS1 WP_PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM_IN_SENESCENCE_WP5321 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSTAGLANDIN_AND_LEUKOTRIENE_METABOLISM_IN_SENESCENCE_WP5321 ADCY3 ALOX12 ALOX15 ALOX15B ALOX5 ALOX5AP CDKN1A CYSLTR1 DPEP2 GGT1 GGT5 GNAI1 GNAQ GNAS HRAS IGFBP5 LTA4H LTC4S MAPK11 PLA2G4A PLCB1 PRXL2B PTGDS PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGIS PTGS1 PTGS2 RB1 SIRT1 TBXAS1 WP_PROSTAGLANDIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSTAGLANDIN_SIGNALING AHR AREG CASP1 CCL2 CCL3 CCR2 CD28 CSF1 CXCL1 CXCL10 CXCL8 CXCL9 IFNA1 IFNG IL12A IL17A IL17F IL1A IL1B IL6 IRF7 KLRD1 MMP9 NFKB1 NLRP3 PIK3CG PTGER2 PTGER4 PTGES PYCARD TGFB1 TNF VEGFA WP_PROSTAGLANDIN_SYNTHESIS_AND_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSTAGLANDIN_SYNTHESIS_AND_REGULATION ABCC4 AKR1B1 AKR1C1 AKR1C2 AKR1C3 ANXA1 ANXA2 ANXA3 ANXA4 ANXA5 ANXA6 CBR1 CYP11A1 EDN1 EDNRA EDNRB HPGD HPGDS HSD11B1 HSD11B2 MITF PLA2G4A PPARG PPARGC1A PPARGC1B PRL PTGDR PTGDS PTGER1 PTGER2 PTGER3 PTGER4 PTGES PTGFR PTGFRN PTGIR PTGIS PTGS1 PTGS2 S100A10 S100A6 SCGB1A1 SOX9 TBXA2R TBXAS1 WP_PROSURVIVAL_SIGNALING_OF_NEUROPROTECTIN_D1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROSURVIVAL_SIGNALING_OF_NEUROPROTECTIN_D1 BAX BIRC3 CASP3 CASP7 CASP8 CASP9 CYCS FADD PPP2CB RIPK1 RIPK3 TNF TNFRSF1A TRADD TRAF2 WP_PROTEASOME_DEGRADATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROTEASOME_DEGRADATION H2AC4 H2AX H2AZ1 HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G IFNG NEDD4 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMB8 PSMB9 PSMC1 PSMC2 PSMC3 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD2 PSMD3 PSMD4 PSMD5 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 PSME3 RPN1 RPN2 UBA1 UBA7 UBB UBC UBE2B UBE2D1 UBE2D2 UBE2D3 UCHL1 UCHL3 WP_PROTEOGLYCAN_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROTEOGLYCAN_BIOSYNTHESIS B3GALT6 B3GAT3 B4GALT7 BPNT2 CANT1 CHST14 CHST3 CHSY1 CSGALNACT1 EXT1 EXT2 EXTL3 PAPSS2 SLC26A2 SLC35B2 SLC35B3 XYLT1 XYLT2 WP_PROXIMAL_TUBULE_TRANSPORT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PROXIMAL_TUBULE_TRANSPORT ABCB1 ABCC2 ABCC4 ABCG2 AQP1 ATP1A1 ATP1B1 ATP6V0A4 ATP6V0B ATP6V0C ATP6V0D2 ATP6V0E1 ATP6V1A ATP6V1B1 ATP6V1C1 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H CA2 CA4 CLTRN FXYD2 SLC12A4 SLC13A3 SLC16A10 SLC1A1 SLC20A2 SLC22A11 SLC22A2 SLC22A6 SLC22A7 SLC22A8 SLC26A6 SLC2A1 SLC2A2 SLC34A1 SLC34A3 SLC36A2 SLC3A1 SLC3A2 SLC47A1 SLC47A2 SLC4A2 SLC4A4 SLC5A1 SLC5A2 SLC5A5 SLC5A8 SLC6A18 SLC6A19 SLC6A20 SLC7A7 SLC7A8 SLC7A9 SLC9A3 WP_PTDINS45P2_IN_CYTOKINESIS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PTDINS45P2_IN_CYTOKINESIS_PATHWAY AFAP1 ANLN EZR KIF23 MSN MYL2 OCRL RAB35 RACGAP1 RDX RHOA SEPTIN2 WP_PTF1A_RELATED_REGULATORY_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PTF1A_RELATED_REGULATORY_PATHWAY CTNNB1 FGF10 HES1 KAT2B NKX6-1 NOTCH1 PDX1 PROX1 PTF1A RBPJ RBPJL WP_PURINERGIC_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PURINERGIC_SIGNALING ADORA1 ADORA2A ADORA2B ADORA3 GNAI1 GNAI2 GNAI3 GNAO1 GNAS GNAT1 GNAT2 GNAT3 GNAZ LPAR4 LPAR6 P2RX1 P2RX2 P2RX3 P2RX4 P2RX5 P2RX6 P2RX7 P2RY1 P2RY10 P2RY11 P2RY12 P2RY13 P2RY14 P2RY2 P2RY4 P2RY6 P2RY8 PANX1 WP_PURINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PURINE_METABOLISM ADA ADSL ADSS2 AMPD1 APRT ATIC DGUOK HPRT1 IMPDH1 ITPA PNP PRPS1 XDH WP_PURINE_METABOLISM_AND_RELATED_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PURINE_METABOLISM_AND_RELATED_DISORDERS ADA ADSL ADSS2 AMPD1 AOX1 APRT ATIC DGUOK GART GRM5 HPRT1 IMPDH1 ITPA MAT2A MOCOS PAICS PFAS PNP PPAT PRPS1 RRM2B TPMT XDH WP_PYRIMIDINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PYRIMIDINE_METABOLISM CAD CDA CMPK1 CMPK2 CTPS1 CTPS2 DCK DCTD DCTPP1 DHODH DPYD DPYS DTYMK DUT ENPP1 ENPP3 ENTPD1 ENTPD3 NME1 NME1-NME2 NME2 NME3 NME4 NME6 NME7 NT5C NT5M PNPT1 POLA1 POLA2 POLD1 POLD2 POLD3 POLD4 POLE POLE2 POLE3 POLE4 POLR1A POLR1B POLR1C POLR1D POLR1E POLR1F POLR1H POLR2A POLR2B POLR2C POLR2D POLR2E POLR2G POLR2H POLR2I POLR2J POLR2J2 POLR2J3 POLR2K POLR2L POLR3A POLR3B POLR3C POLR3D POLR3E POLR3F POLR3G POLR3GL POLR3H POLR3K PRIM1 PRIM2 RRM1 RRM2 RRM2B TK1 TK2 TYMP TYMS UCK1 UCK2 UCKL1 UMPS UPB1 UPP1 UPRT WP_PYRIMIDINE_METABOLISM_AND_RELATED_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_PYRIMIDINE_METABOLISM_AND_RELATED_DISEASES ABAT AGXT2 ALDH6A1 CAD CPS1 DHODH DPYD DPYS GLS2 NT5C NT5C3A OTC RRM1 RRM2 RRM2B TK2 TYMP TYMS UMPS UPB1 WP_QUERCETIN_AND_NFKB_AP1_INDUCED_APOPTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_QUERCETIN_AND_NFKB_AP1_INDUCED_APOPTOSIS ACOX2 CYP2A6 FOS IKBKB JUN KEAP1 MAFG MAFK MMP1 MT-CO1 NFE2L2 NFKB1 NFKBIA NOS1 PTGS2 VEGFA WP_RAC1PAK1P38MMP2_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RAC1PAK1P38MMP2_PATHWAY AKT1 ANGPT1 ANGPT2 ANGPT4 ANGPTL1 BAD BAX BIRC5 CASP7 CASP9 CHUK CRK CTNNB1 DOK2 EGFR EIF4EBP1 ERBB2 FN1 FOXO1 GRB14 GRB2 GRB7 HRAS IKBKB IKBKG ITGB1 KRAS MAPK1 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MMP2 MSH2 MYC NCK1 NFKB1 NFKBIA NOS1 NOS2 NRAS PAK1 PIK3CA PIK3R1 PTK2 PTPN11 PXN RAC1 RAD51 RASA1 RELA RS1 SOS1 SRC STAT3 STAT5A STAT5B STMN1 TEK TIE1 TNIP1 TNIP2 TNIP3 TP53 YAP1 WP_RALA_DOWNSTREAM_REGULATED_GENES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RALA_DOWNSTREAM_REGULATED_GENES CDC42 EXOC2 EXOC8 HRAS KRAS NRAS RAC1 RAC2 RAC3 RALA RALBP1 YBX3 WP_RANKLRANK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RANKLRANK_SIGNALING ACP5 AKT1 AKT2 CALCR CBL CDC42 CHUK CTSK FHL2 FOS GAB2 ICAM1 IKBKB IKBKG JUN LYN MAP2K1 MAP2K6 MAP2K7 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MITF MTOR NFATC1 NFKB1 NFKB2 NFKBIA PAPSS2 PIK3R1 PIK3R2 PLCG1 PTK2 RAC1 RELA RELB SPI1 SQSTM1 SRC STAT1 SYK TAB1 TAB2 TNFRSF11A TNFRSF11B TNFSF11 TRAF1 TRAF2 TRAF3 TRAF5 TRAF6 VCAM1 WP_RAS_AND_BRADYKININ_PATHWAYS_IN_COVID19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RAS_AND_BRADYKININ_PATHWAYS_IN_COVID19 ACE ACE2 AGT AGTR1 AGTR2 BDKRB1 BDKRB2 CPN1 CYP24A1 CYP3A4 F12 IL1A IL1B KLK1 KLKB1 KNG1 MAPK1 NFKB1 NOS1 NOS3 NPR1 PRKG1 REN RHOA ROCK1 SERPINE1 SERPING1 TNF VDR WP_RAS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RAS_SIGNALING ABL1 ABL2 AFDN AKT1 AKT2 AKT3 ARF6 BAD BCL2L1 BRAP BUB1B-PAK6 CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CDC42 CHUK CSF1R EGFR ELK1 EPHA2 ETS1 ETS2 EXOC2 FASLG FGFR1 FGFR2 FGFR3 FGFR4 FLT1 FLT3 FLT4 FOXO4 GAB1 GAB2 GNB1 GNB2 GNB3 GNB4 GNB5 GNG10 GNG11 GNG12 GNG13 GNG2 GNG3 GNG4 GNG5 GNG7 GNG8 GNGT1 GNGT2 GRB2 GRIN1 GRIN2A GRIN2B HRAS HTR7 IGF1R IKBKB IKBKG INSR JMJD7-PLA2G4B KDR KIT KRAS KSR1 KSR2 LAT MAP2K1 MAP2K2 MAPK1 MAPK10 MAPK3 MAPK8 MAPK9 MET MRAS NF1 NFKB1 NGFR NRAS NTRK1 NTRK2 PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFRA PDGFRB PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PLA1A PLA2G10 PLA2G12A PLA2G12B PLA2G1B PLA2G2A PLA2G2C PLA2G2D PLA2G2E PLA2G2F PLA2G3 PLA2G4A PLA2G4B PLA2G4C PLA2G4D PLA2G4E PLA2G4F PLA2G5 PLA2G6 PLAAT3 PLCE1 PLCG1 PLCG2 PLD1 PLD2 PRKACA PRKACB PRKACG PRKCA PRKCB PRKCG PTPN11 RAB5A RAB5B RAB5C RAC1 RAC2 RAC3 RAF1 RALA RALB RALBP1 RALGDS RAP1A RAP1B RAPGEF5 RASA1 RASA2 RASA3 RASA4 RASA4B RASAL1 RASAL2 RASAL3 RASGRF1 RASGRF2 RASGRP1 RASGRP2 RASGRP3 RASGRP4 RASSF1 RASSF5 REL RELA RGL1 RGL2 RHOA RIN1 RRAS RRAS2 SHC1 SHC2 SHC3 SHC4 SHOC2 SOS1 SOS2 STK4 SYNGAP1 TEK TIAM1 TTBK1 ZAP70 WP_REGUCALCIN_IN_PROXIMAL_TUBULE_EPITHELIAL_KIDNEY_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGUCALCIN_IN_PROXIMAL_TUBULE_EPITHELIAL_KIDNEY_CELLS ACTA2 AKT1 APAF1 BAK1 BAX BRAF CALCA CASP3 CASP8 CASP9 CRYZL2P-SEC16B FFAR3 G3BP1 MAP3K5 MAPK1 MCU MTOR NOS1 PDE1B PIK3CA PPP3R1 PTH RAF1 RGN SEC16B SMAD2 SMAD4 TGFB1 TGFBR1 TNFRSF1A TNFSF11 TRPV5 WP_REGULATION_OF_ACTIN_CYTOSKELETON https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATION_OF_ACTIN_CYTOSKELETON ABI2 ACTB ACTG1 ACTN1 APC APC2 ARHGAP35 ARHGEF1 ARHGEF4 ARHGEF6 ARHGEF7 ARPC5 BAIAP2 BCAR1 BDKRB1 BDKRB2 BRAF BRK1 BUB1B-PAK6 CD14 CDC42 CFL1 CFL2 CHRM1 CHRM2 CHRM3 CHRM4 CHRM5 CRK CSK CYFIP2 DIAPH1 DIAPH3 DOCK1 EGF EGFR ENAH EZR F2 F2R FGD1 FGF1 FGF10 FGF11 FGF12 FGF13 FGF14 FGF16 FGF17 FGF18 FGF19 FGF2 FGF20 FGF21 FGF22 FGF23 FGF3 FGF4 FGF5 FGF6 FGF7 FGF8 FGF9 FGFR1 FGFR2 FGFR3 FGFR4 FN1 GIT1 GNA12 GNA13 GNG12 GSN IQGAP1 ITGA1 KRAS LIMK1 MAP2K1 MAP2K2 MAPK1 MAPK3 MAPK4 MAPK6 MOS MRAS MSN MYH10 MYL1 MYL3 MYLK NCKAP1 NRAS PAK1 PAK2 PAK3 PAK4 PAK5 PAK6 PDGFA PDGFB PDGFRA PDGFRB PFN1 PIK3C2A PIK3C2B PIK3C2G PIK3C3 PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R4 PIK3R5 PIP4K2A PIP4K2B PIP4K2C PIP5K1A PIP5K1B PIP5K1C PIP5KL1 PPP1R12A PTK2 PXN RAC1 RAC2 RAC3 RAF1 RASSF7 RDX RHOA ROCK1 ROCK2 RRAS RRAS2 SLC9A1 SOS1 SOS2 SSH1 SSH2 SSH3 TMSB4X VAV1 VCL VIL1 WAS WASF1 WASF2 WP_REGULATION_OF_APOPTOSIS_BY_PARATHYROID_HORMONERELATED_PROTEIN https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATION_OF_APOPTOSIS_BY_PARATHYROID_HORMONERELATED_PROTEIN ADAMTSL4-AS1 AKT1 AKT2 AKT3 BAK1 BAX BCL2 BCL2A1 BCL2L1 BCL2L10 BCL2L12 BCL2L13 BCL2L14 BCL2L15 BCL2L2 BID BOK GSK3A GSK3B ITGA6 ITGB4 MCL1 MYC PIK3CG PTHLH WP_REGULATION_OF_SISTER_CHROMATID_SEPARATION_AT_THE_METAPHASEANAPHASE_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATION_OF_SISTER_CHROMATID_SEPARATION_AT_THE_METAPHASEANAPHASE_TRANSITION APC BUB1 BUB1B BUB3 CDC20 CENPE ESPL1 MAD1L1 MAD2L1 PTTG1 RAD21 SMC1A SMC3 STAG1 WP_REGULATION_OF_WNT_BCATENIN_SIGNALING_BY_SMALL_MOLECULE_COMPOUNDS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATION_OF_WNT_BCATENIN_SIGNALING_BY_SMALL_MOLECULE_COMPOUNDS APC AXIN1 CSNK1A1 CTNNB1 DKK3 DVL2 FZD1 FZD7 FZD8 GSK3B LEF1 LRP1 MBOAT1 SFRP4 TCF4 TNKS WNT1 WP_REGULATORY_CIRCUITS_OF_STAT3_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_REGULATORY_CIRCUITS_OF_STAT3_SIGNALING AGTR1 AGTR2 AKT1S1 CNTFR CREBBP CSF2RA CSF2RB CSF3R CTF1 DEPTOR DUSP2 EGFR F2R F2RL2 F2RL3 GHR IFNAR1 IFNAR2 IFNGR1 IFNGR2 IFNLR1 IL10RA IL10RB IL11RA IL12RB2 IL15RA IL20RA IL20RB IL21R IL22RA1 IL27RA IL2RA IL2RB IL2RG IL3RA IL5RA IL6R IL6ST IL7R IL9R JAK1 JAK2 JAK3 LIFR MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK15 MAPK3 MAPK4 MAPK6 MAPK7 MAPK8 MAPK9 MAPKAP1 MLST8 MPL MTOR OSMR PDGFRA PDGFRB PIAS3 PRKCB PTPRC PTPRD PTPRT RICTOR RPTOR SETD7 SOCS3 SRC STAT3 STMN1 TRIM28 TYK2 WP_RELATIONSHIP_BETWEEN_INFLAMMATION_COX2_AND_EGFR https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RELATIONSHIP_BETWEEN_INFLAMMATION_COX2_AND_EGFR AKT1 AKT2 AKT3 BRAF CYP19A1 EGFR ESR1 HRAS KRAS MAPK1 MAPK3 MMP1 NRAS PIK3CA PIK3CB PIK3CD PIK3CG PLA1A PTGER1 PTGER2 PTGER3 PTGER4 PTGES2 PTGS2 SRC WP_RENINANGIOTENSINALDOSTERONE_SYSTEM_RAAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RENINANGIOTENSINALDOSTERONE_SYSTEM_RAAS ACE AGT AGTR1 AGTR2 ATF1 ATF2 ATF4 ATF6B CALM1 CALM2 CALM3 CALML3 CALML4 CALML5 CALML6 CAMK1 CAMK1D CAMK1G CAMK2A CAMK2B CAMK2D CAMK2G CAMK4 CMA1 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 CTSG CYP11A1 CYP11B2 CYP21A2 GNAQ HSD3B1 HSD3B2 ITPR1 ITPR2 ITPR3 PLCB2 REN STAR WP_RESISTIN_AS_A_REGULATOR_OF_INFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RESISTIN_AS_A_REGULATOR_OF_INFLAMMATION AKT1 AKT2 AKT3 CHUK CXCL8 IKBKB IKBKG IL12A IL12B IL6 ITPR1 MAPK1 MAPK14 MAPK3 NFKB1 NFKBIA PIK3CA PIK3CB PIK3CD PIK3CG PLCB1 PLCB2 PLCB3 PLCB4 PLCD1 PLCD3 PLCD4 PLCE1 PLCG1 PLCG2 RELA RETN TNF WP_RESOLVIN_E1_AND_RESOLVIN_D1_SIGNALING_DECREASE_INFLAMMATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RESOLVIN_E1_AND_RESOLVIN_D1_SIGNALING_DECREASE_INFLAMMATION AKT1 CMKLR1 EPHB2 FPR2 GRK1 LTB4R MTOR PDK1 PIK3CA PIK3CB PIK3CD PIK3CG WP_RETINOBLASTOMA_GENE_IN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RETINOBLASTOMA_GENE_IN_CANCER ABL1 ANLN BARD1 CCDC6 CCNA2 CCNB1 CCNB2 CCND1 CCND3 CCNE1 CCNE2 CDC25A CDC25B CDC45 CDC7 CDK1 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDT1 CHEK1 DCK DHFR DNMT1 E2F1 E2F2 E2F3 FAF1 FANCG H2AZ1 HDAC1 HLTF HMGB1 HMGB2 KIF4A MAPK13 MCM3 MCM4 MCM6 MCM7 MDM2 MIR21 MIR29B1 MIR29B2 MSH6 MYC NPAT ORC1 PCNA PLK4 POLA1 POLD3 POLE POLE2 PRIM1 PRKDC PRMT2 RABIF RAF1 RB1 RBBP4 RBBP7 RBP1 RFC3 RFC4 RFC5 RPA1 RPA2 RPA3 RRM1 RRM2 SAP30 SIN3A SKP2 SMARCA2 SMC1A SMC2 SMC3 STMN1 SUV39H1 TFDP1 TFDP2 TOP2A TP53 TTK TYMS WEE1 ZNF655 WP_RETINOL_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RETINOL_METABOLISM ADH1A ALDH1A1 AOX1 AWAT2 BCO1 CYP1A1 CYP2A6 CYP2W1 CYP3A7 DHRS4 DHRS9 LRAT PNPLA4 RDH12 RDH13 RPE65 SDR16C5 WP_RETT_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RETT_SYNDROME ACTL6B BRAF CDKL5 CECR2 CHD4 CRK EIF2B2 FOXG1 GABBR2 GABRA3 GABRD GNAO1 GPS2 GRIN2A GRIN2B HAP1 HDAC1 HDAC5 HDAC8 HIVEP2 HTT IMPDH2 KCNJ10 KDM5B MECP2 MEF2C NCOR1 NCOR2 RHOBTB2 SATB2 SCN1A SCN2A SCN8A SHANK3 SMARCA1 SMARCA2 SMARCA4 SMC1A SRRM3 STXBP1 SYNE2 SYNGAP1 TAF1B TBL1X TBL1XR1 TCF4 TRRAP XAB2 WP_RIBOFLAVIN_AND_COQ_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RIBOFLAVIN_AND_COQ_DISORDERS APTX COQ2 COQ6 COQ7 COQ8A COQ9 ETFA ETFDH FLAD1 PDSS1 PDSS2 RFK SLC52A1 SLC52A2 WP_RIOK1_AND_RIOK2_IN_EGFR_AND_PI3KMEDIATED_TUMORIGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RIOK1_AND_RIOK2_IN_EGFR_AND_PI3KMEDIATED_TUMORIGENESIS AKT1 AKT2 AKT3 EGFR FOXO3 MAPKAP1 MLST8 MTOR PIK3CA PTEN RICTOR RIOK1 RIOK2 RPL11 TP53 WP_ROBO4_AND_VEGF_SIGNALING_CROSSTALK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ROBO4_AND_VEGF_SIGNALING_CROSSTALK KDR RAC1 ROBO4 SLIT2 SRC VEGFA WP_ROLES_OF_CERAMIDES_IN_DEVELOPMENT_OF_INSULIN_RESISTANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ROLES_OF_CERAMIDES_IN_DEVELOPMENT_OF_INSULIN_RESISTANCE ACSL1 AKT1 CD36 CPT1B EIF2AK2 ERN1 INS INSR IRS1 IRS2 MAFA MAPK8 PDX1 PIK3R1 PPP2CA PRKAG3 PRKCZ RPS6KB1 SLC2A4 SMPD3 TNF TNFRSF1A TRAF1 WP_ROS_IN_COVID19_ENDOTHELIAL_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ROS_IN_COVID19_ENDOTHELIAL_DYSFUNCTION ACE2 ICAM1 IFNA1 IFNAR1 NFKB1 NOX1 TNF TNFRSF1A WP_RUBINSTEINTAYBI_SYNDROME_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_RUBINSTEINTAYBI_SYNDROME_1 ALX1 BMAL1 CLOCK CREB1 CREBBP DDX21 FBL FOXO1 IRF2 MAFG NCOA3 NPAS2 PCNA POLR1E SMAD4 WP_S1P_RECEPTOR_SIGNAL_TRANSDUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_S1P_RECEPTOR_SIGNAL_TRANSDUCTION AKT1 AKT2 AKT3 ASAH1 GNAI1 GNAI2 GNAI3 MAPK1 MAPK12 MAPK3 MAPK4 MAPK6 MAPK7 PIK3C2B PLCB1 PLCB2 PLCB3 RACGAP1 S1PR1 S1PR2 S1PR3 S1PR5 SMPD2 SPHK1 SPHK2 WP_SARSCOV2_ALTERING_ANGIOGENESIS_VIA_NRP1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARSCOV2_ALTERING_ANGIOGENESIS_VIA_NRP1 ACE2 FURIN KDR NRP1 VEGFA WP_SARSCOV2_AND_ACE2_RECEPTOR_MOLECULAR_MECHANISMS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARSCOV2_AND_ACE2_RECEPTOR_MOLECULAR_MECHANISMS ACE ACE2 AGT AGTR1 MAS1 REN TMPRSS2 WP_SARSCOV2_AND_COVID19_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARSCOV2_AND_COVID19_PATHWAY ACAT1 ACE2 CTSL FURIN NRP1 SCARB1 SLC6A19 TLR7 TMPRSS2 TMPRSS4 WP_SARSCOV2_B117_VARIANT_ANTAGONISES_INNATE_IMMUNE_ACTIVATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARSCOV2_B117_VARIANT_ANTAGONISES_INNATE_IMMUNE_ACTIVATION IFNB1 IKBKE IRF3 MAVS RIGI TBK1 TOMM70 TRAF3 TRAF6 WP_SARSCOV2_INNATE_IMMUNITY_EVASION_AND_CELLSPECIFIC_IMMUNE_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARSCOV2_INNATE_IMMUNITY_EVASION_AND_CELLSPECIFIC_IMMUNE_RESPONSE ACE2 AP1G1 BSG CASP8 CCL2 CCL3 CCL4 CCL5 CD160 CSF2 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL17 CXCL2 CXCL3 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 DHX58 EP300 FADD HAVCR2 HDAC2 IFIT2 IFITM1 IFNAR1 IFNAR2 IFNB1 IL10 IL6 IL6R IRF3 IRF7 JAK1 LAG3 LARP1 MAVS MX1 NFKB1 NUP98 PF4 PPBP RAE1 RIGI RIPK1 SMAD3 STAT1 STAT2 TANK TBK1 TFAP2A TGFB1 TLR7 TNF TP53I3 TRADD TRAF2 TRAF3 TRAF5 TRAF6 TRIM25 WP_SARSCOV2_MITOCHONDRIAL_CHRONIC_OXIDATIVE_STRESS_AND_ENDOTHELIAL_DYSFUNCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARSCOV2_MITOCHONDRIAL_CHRONIC_OXIDATIVE_STRESS_AND_ENDOTHELIAL_DYSFUNCTION ACAD9 ACE ACE2 AGT BCS1L ECSIT IL18 IL6 MAVS NDFIP2 NDUFAF1 NDUFAF2 NFKB1 NLRP3 NLRX1 NOX1 PHB1 REN RPS6KA1 SIRT6 STING1 TERF2 TERF2IP TNF TOMM70 TRAF3 TRAF6 WP_SARS_CORONAVIRUS_AND_INNATE_IMMUNITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SARS_CORONAVIRUS_AND_INNATE_IMMUNITY ACE2 IFIH1 IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKE IRF3 IRF9 JAK1 MAVS RIGI STAT1 STAT2 TBK1 TICAM1 TLR3 TRAF3 TYK2 WP_SCFA_AND_SKELETAL_MUSCLE_SUBSTRATE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SCFA_AND_SKELETAL_MUSCLE_SUBSTRATE_METABOLISM FFAR2 FFAR3 GCG PPARD PYY SLC2A4 WP_SEBALEIC_ACID_FORMATION_AND_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEBALEIC_ACID_FORMATION_AND_METABOLISM ACSL1 ALOX5 CYP4F3 FADS1 FADS2 WP_SECRETION_OF_HYDROCHLORIC_ACID_IN_PARIETAL_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SECRETION_OF_HYDROCHLORIC_ACID_IN_PARIETAL_CELLS ATP4A CCKBR CHRM1 GAST HRH2 WP_SELECTIVE_EXPRESSION_OF_CHEMOKINE_RECEPTORS_DURING_TCELL_POLARIZATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SELECTIVE_EXPRESSION_OF_CHEMOKINE_RECEPTORS_DURING_TCELL_POLARIZATION CCL3 CCL4 CCR1 CCR2 CCR3 CCR4 CCR5 CCR7 CD28 CD4 CD40LG CSF2 CXCR3 CXCR4 IFNG IFNGR1 IFNGR2 IL12A IL12B IL12RB1 IL12RB2 IL18R1 IL2 IL4 IL4R IL5 TGFB1 TGFB2 TGFB3 WP_SELENIUM_METABOLISM_AND_SELENOPROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SELENIUM_METABOLISM_AND_SELENOPROTEINS CREM CTH DIO1 DIO2 DIO3 EEFSEC FABP1 FOS GPX1 GPX2 GPX3 GPX4 GPX6 JUN MSRB1 NFE2L2 NFKB1 POU2F1 PSTK RELA RPL30 SARS1 SARS2 SCLY SECISBP2 SELENBP1 SELENOF SELENOH SELENOI SELENOK SELENOM SELENON SELENOO SELENOP SELENOS SELENOT SELENOV SELENOW SEPHS1 SEPHS2 SEPSECS SP1 SP3 TRNAU1AP TXNRD1 TXNRD2 TXNRD3 WP_SELENIUM_MICRONUTRIENT_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SELENIUM_MICRONUTRIENT_NETWORK ABCA1 ALB ALOX15B ALOX5 ALOX5AP APOA1 APOB CAT CBS CCL2 CRP CTH DIO1 DIO2 DIO3 F2 F7 FGA FGB FGG FLAD1 GGT1 GPX1 GPX2 GPX3 GPX4 GPX6 GSR HBA1 HBB ICAM1 IFNG IL1B IL6 INS INSR KMO KYNU LDLR MPO MSRB1 MTHFR MTR NFKB1 NFKB2 PLAT PLG PNPO PRDX1 PRDX2 PRDX3 PRDX4 PRDX5 PTGS1 PTGS2 RELA RFK SAA1 SAA2 SAA3P SAA4 SCARB1 SELENOF SELENOH SELENOI SELENOK SELENOM SELENON SELENOO SELENOP SELENOS SELENOT SELENOV SELENOW SEPHS2 SERPINA3 SERPINE1 SOD1 SOD2 SOD3 TNF TXN TXNRD1 TXNRD2 TXNRD3 XDH WP_SENESCENCEASSOCIATED_SECRETORY_PHENOTYPE_SASP https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SENESCENCEASSOCIATED_SECRETORY_PHENOTYPE_SASP ANAPC1 ANAPC10 ANAPC11 ANAPC15 ANAPC16 ANAPC2 ANAPC4 ANAPC5 ANAPC7 CCNA1 CCNA2 CDC16 CDC23 CDC26 CDC27 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CEBPB CXCL8 EHMT1 EHMT2 FOS FZR1 H2AB1 H2AC14 H2AC18 H2AC19 H2AC20 H2AC4 H2AC6 H2AC7 H2AC8 H2AJ H2AX H2AZ1 H2AZ2 H2BC1 H2BC10 H2BC11 H2BC12 H2BC12L H2BC13 H2BC14 H2BC15 H2BC17 H2BC21 H2BC26 H2BC3 H2BC4 H2BC5 H2BC6 H2BC7 H2BC8 H2BC9 H3-3A H3-3B H3C1 H3C10 H3C11 H3C12 H3C13 H3C14 H3C15 H3C2 H3C3 H3C4 H3C6 H3C7 H3C8 H4C1 H4C11 H4C12 H4C13 H4C14 H4C15 H4C16 H4C2 H4C3 H4C4 H4C5 H4C6 H4C8 H4C9 IGFBP7 IL1A IL6 JUN MAPK1 MAPK3 MAPK7 NFKB1 RELA RPS27A RPS6KA1 RPS6KA2 RPS6KA3 STAT3 UBA52 UBB UBC UBE2C UBE2D1 UBE2E1 UBE2S VENTX WP_SERINE_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SERINE_METABOLISM DHFR PHGDH PSAT1 PSPH SHMT1 SHMT2 SRR TYMS WP_SEROTONIN_AND_ANXIETY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_AND_ANXIETY ADRA1A ARC CAMK2B CRH FMR1 FOS GABRA1 GRM1 HTR1A HTR2A HTR2C PLCD4 PLEK POMC PPP3CA PRKCB TRPV1 WP_SEROTONIN_AND_ANXIETYRELATED_EVENTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_AND_ANXIETYRELATED_EVENTS ARC CRH CRHR1 FOS GRIN2D HTR1A HTR2A HTR2C LINC02210-CRHR1 NLGN1 PLCD4 PLEK PPP3CA PRKCB WP_SEROTONIN_HTR1_GROUP_AND_FOS_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_HTR1_GROUP_AND_FOS_PATHWAY BRAF CREB1 ELK1 ELK4 FOS GNAI1 GNAI2 GNAI3 GNAO1 GNAQ HTR1A HTR1B HTR1D HTR1E HTR1F HTR2A ITPR1 JAK2 MAP2K1 MAP2K2 MAP2K3 MAP2K6 MAP3K1 MAPK1 MAPK14 MAPK3 MAPKAPK2 MAPKAPK3 PDPK1 PIK3CA RAP1A RASGRF1 RASGRP1 RHOA RPS6KA5 SRF STAT3 WP_SEROTONIN_RECEPTOR_2_AND_ELKSRFGATA4_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_RECEPTOR_2_AND_ELKSRFGATA4_SIGNALING ELK1 ELK4 GATA4 GNAQ HRAS HTR2A HTR2B HTR2C ITPR1 KRAS MAP2K1 MAP2K2 MAPK1 MAPK3 MAPKAPK2 NRAS RAF1 RASGRF1 RASGRP1 SRF WP_SEROTONIN_RECEPTOR_467_AND_NR3C_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_RECEPTOR_467_AND_NR3C_SIGNALING ATF1 BRAF CREB1 EGR1 ELK1 ELK4 GNAS HTR4 HTR6 HTR7 MAP2K1 MAP2K2 MAPK1 MAPK3 MAPKAPK2 NR3C1 RAP1A RPS6KA5 SRF WP_SEROTONIN_TRANSPORTER_ACTIVITY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SEROTONIN_TRANSPORTER_ACTIVITY IL1B IL1R1 ITGB3 MAOA NOS1 PPP2CB SCAMP2 SLC6A4 STX1A TGFB1I1 TPH2 WP_SIGNAL_TRANSDUCTION_THROUGH_IL1R https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SIGNAL_TRANSDUCTION_THROUGH_IL1R CHUK ECSIT IFNA1 IFNB1 IKBKB IL1A IL1B IL1R1 IL1RAP IL1RN IL6 IRAK1 IRAK2 IRAK3 JUN MAP2K3 MAP2K6 MAP3K1 MAP3K14 MAP3K7 MAPK14 MAPK8 MYD88 NFKB1 NFKBIA RELA TAB1 TGFB1 TGFB2 TGFB3 TNF TOLLIP TRAF6 WP_SILDENAFIL_TREATMENT https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SILDENAFIL_TREATMENT AKT1 AKT2 AKT3 GAPDH GSK3B GUCY1A1 GUCY1A2 GUCY1B1 GUCY1B2 NOS1 NOS2 NOS3 NRF1 PDE4A PDE4B PDE4C PDE4D PDE5A PPARGC1A PRKG1 PRKN TFAM ZNF746 WP_SLEEP_REGULATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SLEEP_REGULATION ADA ADORA1 ADORA2A AHCY BTBD9 CACNA1I CHRNB2 CRH CST3 DLAT DRD1 DRD2 DRD3 FOS GHRH GHRL GRIN2A HCRTR1 HCRTR2 HTR2A IL18 IL6 MRGPRX2 MTNR1B NLGN1 NPAS2 NPS NPY2R OXT OXTR PER3 PTGDR PTGDS SLC29A1 STAR TH UTS2 UTS2R WP_SMALL_CELL_LUNG_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SMALL_CELL_LUNG_CANCER AKT1 AKT2 AKT3 APAF1 BAK1 BAX BCL2 BCL2L1 BID BIRC2 BIRC3 BIRC7 BIRC8 CASP3 CASP8 CASP9 CCND1 CCNE1 CCNE2 CDK2 CDK4 CDK6 CDKN1A CDKN1B CDKN1C CDKN2B CHUK CKS1B CKS2 COL4A1 COL4A2 COL4A3 COL4A4 COL4A5 COL4A6 CYCS DDB2 E2F1 E2F2 E2F3 FHIT FN1 GADD45A GADD45B GADD45G IKBKB IKBKG ITGA2 ITGA2B ITGA3 ITGA6 ITGAV ITGB1 LAMA1 LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMB4 LAMC1 LAMC2 LAMC3 MAX MYC NFKB1 NFKBIA NFKBIB NOS2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 POLK PTEN PTGS2 PTK2 RARB RB1 RELA RXRA RXRB RXRG SKP1 TP53 TRAF1 TRAF2 TRAF3 TRAF4 TRAF5 TRAF6 ZBTB17 WP_SMALL_LIGAND_GPCRS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SMALL_LIGAND_GPCRS CNR1 CNR2 GPR50 LPAR1 MTNR1A MTNR1B PTAFR PTGDR PTGER1 PTGER2 PTGER3 PTGER4 PTGFR PTGIR S1PR1 S1PR2 S1PR3 S1PR4 TBXA2R WP_SMC1SMC3_ROLE_IN_DNA_DAMAGE_CORNELIA_DE_LANGE_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SMC1SMC3_ROLE_IN_DNA_DAMAGE_CORNELIA_DE_LANGE_SYNDROME ATM BRCA1 MDC1 MRE11 NBN PAXIP1 RAD18 RAD21 RAD50 SMC1A SMC3 WP_SMITHMAGENIS_AND_POTOCKILUPSKI_SYNDROME_COPY_NUMBER_VARIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SMITHMAGENIS_AND_POTOCKILUPSKI_SYNDROME_COPY_NUMBER_VARIATION ALKBH5 APBB1 APP ARG2 ARMC8 ATG101 ATG13 ATPAF2 BAX BCL2L11 BCL6 BIRC2 BLM BMAL1 C9orf72 CARM1 CCDC65 CDK1 CFL2 CLEC16A CLOCK CLTA CLTB CLTC CLUAP1 COPS2 COPS3 COPS4 COPS5 COPS6 COPS7A COPS8 CREB1 CRY1 CRY2 DENR DRC1 DRC3 DRC7 DRG2 EFCAB2 ETV5 FBXL13 FERD3L FHOD1 FLCN FLII FNIP1 FNIP2 FOXA1 FOXA2 G6PC1 GAS8 GDI2 GID4 GPR85 GPS1 GRIP1 HBP1 HES6 IFT172 IFT20 IFT22 IFT25 IFT27 IFT46 IFT52 IFT56 IFT57 IFT70B IFT74 IFT80 IFT81 IFT88 IL1B IQCA1 IQCD IQCG IRF8 ITPK1 JUN LDHA LIMK1 LLGL1 MAEA MAP3K14 MED9 MIEF2 MIGA1 MIGA2 MIR33B MKLN1 MLST8 MPRIP MTOR MYC MYD88 MYH2 MYO15A MYO16 NFKB1 NR1H2 NR1H3 NT5M PARD3 PARD6B PCK1 PEMT PER1 PLD6 PPP1R12A PPP1R14A PRDM1 PRKAA1 PRKAB1 PRKAG2 PRKCI PRKN PTEN RAB10 RAB39B RAB8A RAI1 RANBP9 RASD1 RB1CC1 RELA RHOA RMI1 RMI2 RMND5A RNF41 ROCK1 RPTOR RRAGA SHMT1 SMCR2 SMCR5 SMCR8 SREBF1 STAT3 TCTE1 TFE3 TFEB TLR4 TNF TNFRSF13B TNFSF13 TOLLIP TOM1L2 TOP3A TP53 TRAF3IP1 ULK1 USP8 WDR26 WDR41 WWTR1 YAP1 WP_SOMATIC_SEX_DETERMINATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SOMATIC_SEX_DETERMINATION AMH DHH DMRT1 FGF9 FOXL2 GATA4 NR5A1 PTGDS RSPO1 SOX8 SOX9 SRY WNT4 WT1 WP_SOMATROPH_AXIS_GH_AND_ITS_RELATIONSHIP_TO_DIETARY_RESTRICTION_AND_AGING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SOMATROPH_AXIS_GH_AND_ITS_RELATIONSHIP_TO_DIETARY_RESTRICTION_AND_AGING AKT1 FOXO1 IGF1R MTOR PTEN SIRT1 WP_SOMITOGENESIS_IN_THE_CONTEXT_OF_SPONDYLOCOSTAL_DYSOSTOSIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SOMITOGENESIS_IN_THE_CONTEXT_OF_SPONDYLOCOSTAL_DYSOSTOSIS DLL1 DLL3 EPHA4 HES7 LFNG MESP2 NOTCH1 RIPPLY2 TBX6 WP_SPHINGOLIPID_METABOLISM_INTEGRATED_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPHINGOLIPID_METABOLISM_INTEGRATED_PATHWAY ASAH1 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 DEGS1 DEGS2 KDSR PLPP1 PLPP2 PLPP3 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SMPD1 SPHK1 SPHK2 SPTLC1 SPTLC2 UGCG UGT8 WP_SPHINGOLIPID_METABOLISM_IN_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPHINGOLIPID_METABOLISM_IN_SENESCENCE ASAH1 CDK2 CDK4 CDKN1A CERS2 CERS4 DEGS1 E2F1 GBA1 GLB1 KDSR MAPK1 MTOR PLCB1 PRKCA PRKCB RB1 RPP38 S1PR1 S1PR2 S1PR5 SGMS2 SGPP1 SMPD3 SPHK1 SPTLC1 TERT UGCG WP_SPHINGOLIPID_METABOLISM_OVERVIEW https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPHINGOLIPID_METABOLISM_OVERVIEW ASAH1 CERK CERS1 CERS2 CERS3 CERS4 CERS6 DEGS1 DEGS2 GBA1 GBA2 KDSR PLPP1 PLPP2 PLPP3 SGMS1 SGMS2 SGPL1 SGPP1 SGPP2 SMPD1 SPHK1 SPHK2 SPTLC1 SPTLC2 UGCG UGT8 WP_SPHINGOLIPID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPHINGOLIPID_PATHWAY ACER1 ASAH1 ASAH2 B4GALT6 CERK CERS2 CERS3 CERS4 CERS5 CERS6 CERT1 GAL3ST1 GBA1 GBA2 KDSR PLPP1 PPP1CA PPP2CA SERINC1 SGMS1 SGMS2 SGPL1 SGPP2 SPHK1 SPHK2 SPTLC1 SPTLC2 SPTLC3 UGCG UGT8 WP_SPINAL_CORD_INJURY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPINAL_CORD_INJURY ACAN AIF1 ANXA1 APEX1 AQP1 AQP4 ARG1 BCAN BDNF BTG2 C1QB C5 CASP3 CCL2 CCND1 CCNG1 CCR2 CD47 CDC42 CDK1 CDK2 CDK4 CDKN1B CHST11 COL2A1 COL4A1 CSPG4 CXCL1 CXCL10 CXCL2 CXCL8 E2F1 E2F5 EFNB2 EGFR EGR1 EPHA4 FCGR2A FKBP1A FOS FOXO3 GADD45A GAP43 GDNF GFAP GJA1 GRIN1 ICAM1 IFNG IL1A IL1B IL1R1 IL2 IL4 IL6 KLK8 LEP LGALS3 LILRB3 LTB LTB4R MAG MAPK1 MAPK3 MBP MIF MIR23B MMP12 MMP9 MYC NCAN NGFR NOS1 NOS2 NOX4 NR4A1 NTN1 OMG PDYN PLA2G2A PLA2G5 PLA2G6 PLXNA2 PPP3CA PRB1 PRB2 PRKCA PTGS2 PTPRA PTPRZ1 RAC1 RB1 RGMA RHOA RHOB RHOC ROCK2 ROS1 RTN4 RTN4R SELP SEMA6A SLIT1 SLIT2 SLIT3 SOX9 TACR1 TGFB1 TLR4 TNF TNFSF13 TNFSF13B TP53 VCAN VIM XYLT1 ZFP36 WP_SPINA_BIFIDA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPINA_BIFIDA AHCY AHCYL2 DNMT1 DNMT3A DNMT3B MAT1A MAT2B MTHFD1 MTHFR MTR MTRR SHMT1 WP_SPLICING_FACTOR_NOVA_REGULATED_SYNAPTIC_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SPLICING_FACTOR_NOVA_REGULATED_SYNAPTIC_PROTEINS AGRN ANK3 APLP2 ATP2B1 CADM1 CADM3 CAMK2G CASK CAV2 CDH2 CHL1 CLASP1 CLSTN1 CSN3 DAB1 EFNA5 EPB41 EPB41L1 EPB41L2 EPB41L3 GABBR2 GABRG2 GPHN GRIK2 GRIN1 GRIN2B KCNJ6 KCNMA1 KCNQ2 MAP4 MAPK4 MAPK9 NCDN NEO1 NTNG1 PLCB4 PRKCZ RAP1GAP SNW1 STX2 STXBP2 TERF2IP WP_SREBF_AND_MIR33_IN_CHOLESTEROL_AND_LIPID_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SREBF_AND_MIR33_IN_CHOLESTEROL_AND_LIPID_HOMEOSTASIS ABCA1 FASN HMGCR HMGCS1 LDLR MED15 MIR33A MIR33B MTOR NR1H3 PPARA PPARGC1A PRKAA1 SCD SIRT1 SIRT6 SREBF1 SREBF2 WP_SRF_AND_MIRS_IN_SMOOTH_MUSCLE_DIFFERENTIATION_AND_PROLIFERATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SRF_AND_MIRS_IN_SMOOTH_MUSCLE_DIFFERENTIATION_AND_PROLIFERATION BORCS8-MEF2B CAMK2D CCND2 ELK1 KLF4 MEF2A MEF2B MEF2C MEF2D MIR133A1 MIR133A2 MIR143 MIR145 MIR199A1 MIR214 MYOCD NKX2-5 SRF WP_STATIN_INHIBITION_OF_CHOLESTEROL_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STATIN_INHIBITION_OF_CHOLESTEROL_PRODUCTION ABCA1 ABCG5 ABCG8 ACSS1 APOA1 APOA2 APOA4 APOA5 APOB APOC1 APOC2 APOC3 APOE CETP CYP7A1 DGAT1 FDFT1 HMGCR LCAT LDLR LIPC LPL LRP1 MIR33A MIR33B MTTP PDIA2 PLTP SCARB1 SOAT1 SQLE WP_STEROID_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STEROID_BIOSYNTHESIS CPN1 CYP17A1 F13B HSD17B1 HSD17B2 HSD17B3 HSD17B4 HSD17B7 HSD3B1 HSD3B2 WP_STEROID_HORMONE_PRECURSOR_BIOSYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STEROID_HORMONE_PRECURSOR_BIOSYNTHESIS AKR1C1 AKR1D1 CYP11A1 CYP17A1 CYP21A2 HSD3B1 HSD3B2 SRD5A1 SRD5A2 WP_STEROL_REGULATORY_ELEMENTBINDING_PROTEINS_SREBP_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STEROL_REGULATORY_ELEMENTBINDING_PROTEINS_SREBP_SIGNALING ACACA ACLY ACSS1 AKT1 AMFR ATF6 CAMP CDK8 CREB1 CYP51A1 DBI FASN FDFT1 FDPS FGF21 GPAM GSK3A HMGCR HMGCS1 IDI1 INS INSIG1 INSIG2 KPNB1 LDLR LPIN1 LPL LSS MBTPS1 MBTPS2 MDH1 MED15 MIR33A MIR33B MTOR MVD NFYA NR1H2 PIK3CA PPARG PPARGC1B PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKAG1 PRKAG2 PRKAG3 RBP4 RNF139 SAR1A SAR1B SCAP SCARB1 SCD SEC13 SEC23A SEC23B SEC24A SEC24B SEC24C SEC24D SEC31A SEC31B SIRT1 SP1 SQLE SREBF1 SREBF2 YY1 WP_STING_PATHWAY_IN_KAWASAKILIKE_DISEASE_AND_COVID19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STING_PATHWAY_IN_KAWASAKILIKE_DISEASE_AND_COVID19 CGAS CHUK F3 FCGR2A GSDMD IFNB1 IKBKB IKBKE IKBKG IL1B IRF3 ITPR1 NFKB1 NFKBIA NFKBIE NLRP3 NLRX1 REL RELA STING1 TBK1 WP_STRIATED_MUSCLE_CONTRACTION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_STRIATED_MUSCLE_CONTRACTION_PATHWAY ACTA1 ACTA2 ACTC1 ACTG1 ACTN2 ACTN3 ACTN4 DES DMD MYBPC1 MYBPC2 MYBPC3 MYH3 MYH6 MYH8 MYL1 MYL2 MYL3 MYL4 MYL9 MYOM1 NEB TCAP TMOD1 TNNC1 TNNC2 TNNI1 TNNI2 TNNI3 TNNT1 TNNT2 TNNT3 TPM1 TPM2 TPM3 TPM4 TTN VIM WP_SUDDEN_INFANT_DEATH_SYNDROME_SIDS_SUSCEPTIBILITY_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SUDDEN_INFANT_DEATH_SYNDROME_SIDS_SUSCEPTIBILITY_PATHWAYS ACADM ADCYAP1 ADCYAP1R1 ALDOA AQP4 AR ASCL1 ATP1A3 AVP BDNF BHLHE40 C4A C4B CASP3 CAV3 CC2D1A CDCA7L CEBPB CHAT CHRM2 CHRNA4 CHRNA7 CHRNB2 CHRNB4 CPT1A CREB1 CREBBP CREM CTCF CTNNB1 CXCL8 DDC DEAF1 DLX2 ECE1 EGR1 EN1 EP300 ESR2 FEV FMO3 FOXM1 G6PC1 GABRA1 GAPDH GATA2 GATA3 GCK GJA1 GNB3 GPD1L GRIN1 HADHA HADHB HDAC1 HDAC9 HES1 HES5 HIF1A HSP90B1 HSPD1 HTR1A HTR2A HTR3A IL10 IL13 IL1A IL1B IL1RN IL6 IL6R JUN KCNH2 KCNJ8 KCNQ1 LMX1B MAOA MAP2 MAZ MBD1 MECP2 MEF2C MIR130A MIR16-1 MIR210 MYB NANOG NEUROD1 NFKB1 NFKB2 NFYA NGF NKX2-2 NKX3-1 NOS1AP NR3C1 NTRK2 PAH PBX1 PHOX2A PHOX2B PKNOX1 PLP1 POU2F2 POU3F2 POU5F1 PPARGC1A PPARGC1B PRKACA PRKACB PRKAR1A PRKAR1B PRKAR2A PRKAR2B REST RET RORA RUNX3 RYR2 SCN3B SCN4B SCN5A SLC1A3 SLC25A4 SLC6A4 SLC9A3 SNAP25 SNTA1 SOX2 SP1 SP3 SPTBN1 SST SSTR1 SSTR2 TAC1 TACR1 TCF3 TF TH THRB TLX3 TNF TP73 TPH1 TPH2 TPPP TSPYL1 VAMP2 VEGFA VIPR1 VIPR2 YBX1 YWHAB YWHAE YWHAG YWHAH YWHAQ YWHAZ WP_SULFATASE_AND_AROMATASE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SULFATASE_AND_AROMATASE_PATHWAY CYP19A1 ESR1 ESR2 HSD17B1 HSD17B2 HSD17B3 HSD3B1 SLCO1A2 SLCO1B1 SLCO1B3 SLCO2B1 SLCO4A1 SLCO4C1 SULT1E1 WP_SULFATION_BIOTRANSFORMATION_REACTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SULFATION_BIOTRANSFORMATION_REACTION G6PD GSR PAPSS1 PAPSS2 SLX1A-SULT1A3 SULT1A1 SULT1A2 SULT1A4 SULT1B1 SULT1C2 SULT1C3 SULT1C4 SULT1E1 SULT2A1 SULT2B1 SULT4A1 SULT6B1 WP_SULINDAC_METABOLIC_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SULINDAC_METABOLIC_PATHWAY CYP1A2 CYP1B1 MSRA MSRB2 MSRB3 WP_SUPPRESSION_OF_HMGB1MEDIATED_INFLAMMATION_BY_THBD https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SUPPRESSION_OF_HMGB1MEDIATED_INFLAMMATION_BY_THBD AGER CHUK HMGB1 IKBKB IKBKG NFKB1 NFKBIA RELA THBD WP_SYNAPTIC_SIGNALING_ASSOCIATED_WITH_AUTISM_SPECTRUM_DISORDER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SYNAPTIC_SIGNALING_ASSOCIATED_WITH_AUTISM_SPECTRUM_DISORDER AKT1 AKT2 AKT3 ARC BDNF CACNA1C CAMK2B CAMK4 DLG4 EIF4EBP1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRIN3A GRIN3B GRM1 GSK3B HOMER1 HRAS KRAS MAPK1 MAPK3 MTOR NF1 NRAS NTRK2 PIK3CA PIK3CB PIK3CD PIK3R1 PIK3R2 PIK3R3 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PTEN RHEB RPS6KB1 RPTOR SHANK3 SYNGAP1 TSC1 TSC2 UBE3A WP_SYNAPTIC_VESICLE_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SYNAPTIC_VESICLE_PATHWAY AP2A1 AP2A2 AP2B1 AP2M1 AP2S1 ATP1A2 CACNA1A CACNA1B CLN8 CLTA CLTC CLTCL1 CPLX1 CPLX2 CPLX3 DNM1 DNM1L DNM2 DNM3 NAPA NSF PARK7 RAB3A RIMS1 SLC17A6 SLC17A7 SLC17A8 SLC18A1 SLC18A2 SLC18A3 SLC1A3 SLC22A3 SLC25A4 SLC32A1 SLC38A1 SLC6A4 SNAP25 STX1A STX1B STX2 STX3 STXBP1 SYN1 SYN2 SYN3 SYP SYT1 UNC13A UNC13B UNC13C VAMP2 WP_SYNTHESIS_OF_CERAMIDES_AND_1DEOXYCERAMIDES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_SYNTHESIS_OF_CERAMIDES_AND_1DEOXYCERAMIDES A3GALT2 A4GALT ASAH1 B3GNT5 B4GALNT1 B4GALT1 CERK CERS1 CERS2 CERS3 CERS4 CERS5 CERS6 DES DGAT1 KDSR SGMS1 SGMS2 SPHK1 SPTLC1 UGCG UGT8 WP_TAMOXIFEN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TAMOXIFEN_METABOLISM CYP1A1 CYP1A2 CYP1B1 CYP2A6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP3A4 CYP3A5 FMO1 FMO3 SULT1A1 SULT1E1 SULT2A1 UGT1A10 UGT1A4 UGT1A8 UGT2B15 UGT2B7 WP_TARGET_OF_RAPAMYCIN_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TARGET_OF_RAPAMYCIN_SIGNALING AKT1 AKT1S1 CDC42 DDIT4 DDIT4L EIF4EBP1 FKBP1A HMGCR IDI1 MAPKAP1 MLST8 MTOR PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKAG1 PRKAG2 PRKAG3 PRKCA PRR5 PRR5L RAC1 RHEB RICTOR RPS6KB1 RPTOR RRAGA RRAGB RRAGC RRAGD TSC1 TSC2 ULK1 ULK2 ULK3 WP_TAR_SYNDROME https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TAR_SYNDROME AKAP10 ANKRD35 BCL2L13 BRF1 CCAR2 CD160 CD247 CD3D CFTR CLCN3 CXCR4 DDIT4 DNM1 EGFR EIF4A3 FARP2 FLT3 FURIN GNRHR2 GPR89A HAMP HDAC2 HJV HLA-A HLA-B HLA-C HLA-E HLA-F HLA-G IFNG ITGA10 ITGB1 LAMTOR1 LCK MAGOH MET MITD1 MTA1 NFKB1 NHERF1 NUDT17 PDZK1 PDZK1IP1 PEX11B PEX19 PIAS3 POLR3C POLR3F POLR3G POLR3GL PYM1 RBCK1 SIRT1 SLC22A12 SLC22A4 SLC34A3 SLK STAT3 SUMO2 TNFRSF14 TXN UBE2I ZFHX3 WP_TCA_CYCLE_AKA_KREBS_OR_CITRIC_ACID_CYCLE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCA_CYCLE_AKA_KREBS_OR_CITRIC_ACID_CYCLE ACO2 CS DLD DLST FH IDH2 IDH3A IDH3B IDH3G MDH2 OGDH SDHA SDHB SDHC SDHD SUCLA2 SUCLG1 SUCLG2 WP_TCA_CYCLE_AND_DEFICIENCY_OF_PYRUVATE_DEHYDROGENASE_COMPLEX_PDHC https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCA_CYCLE_AND_DEFICIENCY_OF_PYRUVATE_DEHYDROGENASE_COMPLEX_PDHC ACLY ACO1 CS DLAT DLD DLST FH IDH1 IDH3A MDH1 OGDH PC PCK1 PDHA1 SDHA SUCLG2 WP_TCA_CYCLE_IN_SENESCENCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCA_CYCLE_IN_SENESCENCE BRAF FH GOT1 MDH1 ME1 ME2 PDHA1 PDK1 PDP2 TP53 WP_TCA_CYCLE_NUTRIENT_USE_AND_INVASIVENESS_OF_OVARIAN_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCA_CYCLE_NUTRIENT_USE_AND_INVASIVENESS_OF_OVARIAN_CANCER EGFR JAK1 MAPK1 MAPK3 STAT3 WP_TCELL_ACTIVATION_SARSCOV2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCELL_ACTIVATION_SARSCOV2 AKT1 BAX BCL10 BCL2L1 CARD11 CCL19 CCL28 CCND1 CD247 CD28 CD3D CD3E CD3G CD4 CD80 CD86 CDKN1A CDKN2A CHUK CTLA4 DEPTOR FOS FOXO3 FYN GRAP2 GRB2 GSK3B HLA-DRA HLA-DRB1 HRAS ICOS IFNAR1 IFNAR2 IFNB1 IFNG IKBKB IKBKG IL12A IL12B IL12RB1 IL12RB2 IL17A IL18R1 IL2 IL23A IL23R IL4 IRF2BPL ITPR1 JAK2 JUN LAT LCK LCP2 LTA MALT1 MAP2K1 MAP2K2 MAPK1 MAPK3 MLST8 MTOR MYD88 NFATC1 NFKB1 NFKBIA PDPK1 PIK3CD PIK3R1 PLCG1 PPP3CC PRKCQ PTEN PTPRC RAF1 RASGRP1 RELA RHEB RICTOR RPTOR SOS1 STAT4 TNF TP53 TSC1 TSC2 TYK2 ZAP70 WP_TCELL_ANTIGEN_RECEPTOR_TCR_PATHWAY_DURING_STAPHYLOCOCCUS_AUREUS_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCELL_ANTIGEN_RECEPTOR_TCR_PATHWAY_DURING_STAPHYLOCOCCUS_AUREUS_INFECTION AHSA1 AKT1 BCL10 CALM1 CARD11 CBL CD28 CD3D CD4 CD40LG CD8A CDK4 CHP1 CHUK CSF2 CTLA4 DAG1 DLG1 FOS FYN GRAP2 GRB2 GSK3B ICOS IFNG IKBKB IKBKG IL10 IL2 IL4 IL5 ITK JUN LAT LCK LCP2 MALT1 MAP2K1 MAP2K2 MAP2K7 MAP3K14 MAP3K7 MAP3K8 MAPK3 MAPK9 NCK1 NFATC2 NFKB1 NFKBIA PAK1 PDCD1 PDK1 PIK3CA PLCG1 PRKCQ PTPN6 PTPRC RAF1 RRAS SOS1 TNF ZAP70 WP_TCELL_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TCELL_RECEPTOR_SIGNALING AKT1 ATF2 BCL10 CARD11 CBL CBLB CCR5 CD247 CD28 CD3D CD3E CD3G CD4 CD83 CD8A CDC42 CHUK CREB1 CRK CRKL DBNL FAS FOS FYB1 FYN GAB2 GATA3 GRAP2 GRB2 HRAS ICOS IKBKB IKBKG IL15RA IL17A IL1A IL1B IL6 IL9 IRF4 ITK ITPR1 JUN LAT LCK LCP2 MALT1 MAP2K1 MAP2K2 MAP3K14 MAP3K7 MAP3K8 MAP4K1 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 NCK1 NFATC1 NFATC2 NFKB1 NFKBIA OPRM1 PAK1 PDPK1 PIK3R1 PIK3R2 PLCG1 PRKCD PRKCQ PSTPIP1 PTK2B PTPN11 RAF1 REL RELA RIPK2 SH2B3 SHC1 SKAP1 SOS1 TGFB1 TNFRSF9 TRAF6 VAV1 VAV3 VIM WAS ZAP70 WP_TGFBETA_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGFBETA_RECEPTOR_SIGNALING BAMBI BMP4 CREBBP CTNNB1 EGF ENG EP300 FKBP1A FOS FOXH1 FST HRAS IFNG INHBA ITGB6 JAK1 JUN LEF1 LEFTY1 LEFTY2 LIF LTBP1 MAPK3 MAPK9 MIR302A NFKB1 NOG RUNX2 RUNX3 SERPINE1 SKI SKIL SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SPP1 STAT1 STAT3 TFE3 TGFB1 TGFBR1 TGFBR2 TGFBR3 TGIF1 THBS1 TNF WNT1 ZEB2 ZFYVE9 ZNF423 WP_TGFBETA_RECEPTOR_SIGNALING_IN_SKELETAL_DYSPLASIAS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGFBETA_RECEPTOR_SIGNALING_IN_SKELETAL_DYSPLASIAS ADAMTS10 ADAMTSL2 BAMBI BMP4 CREBBP CTNNB1 EGF ENG EP300 FBN1 FKBP1A FOS FOXH1 FST HRAS IFNG INHBA ITGB6 JAK1 JUN LEF1 LEFTY1 LEFTY2 LIF LTBP1 LTBP3 MAPK3 MAPK9 MIR302A NFKB1 NOG RUNX2 RUNX3 SERPINE1 SKI SKIL SMAD1 SMAD2 SMAD3 SMAD4 SMAD5 SMAD6 SMAD7 SMAD9 SPP1 STAT1 STAT3 TFE3 TGFB1 TGFBR1 TGFBR2 TGFBR3 TGIF1 THBS1 TNF WNT1 ZEB2 ZFYVE9 ZNF423 WP_TGFBETA_SIGNALING_IN_THYROID_CELLS_FOR_EPITHELIALMESENCHYMAL_TRANSITION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGFBETA_SIGNALING_IN_THYROID_CELLS_FOR_EPITHELIALMESENCHYMAL_TRANSITION AKT1 AKT2 AKT3 CDH1 CDH16 CDH2 CDH6 FN1 ID1 MAPK1 MAPK3 RUNX2 SMAD2 SMAD3 SMAD4 SNAI1 SNAI2 TNC VIM WP_TGFB_SMAD_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGFB_SMAD_SIGNALING CCN2 POSTN SERPINE1 SMAD2 SMAD3 SMAD4 SPARC TGFBR1 TGFBR2 TGFBR3 WWTR1 YWHAG WP_TGIF_DISRUPTION_OF_SHH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TGIF_DISRUPTION_OF_SHH_SIGNALING FGF8 FOXG1 GLI3 NKX2-1 NODAL SHH SMAD2 TGIF1 TGIF2 WP_TH17_CELL_DIFFERENTIATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TH17_CELL_DIFFERENTIATION_PATHWAY AHR BMAL1 CD247 CD3D CD3E CD3G CD4 CLOCK CRY1 FOS FOXP3 GATA3 HIF1A HLA-DMA HSP90AA1 IFNG IFNGR1 IKBKB IL17A IL17F IL1B IL2 IL21 IL21R IL22 IL23A IL23R IL27 IL27RA IL2RA IL4 IL4R IL6 IL6R IRF4 JAK1 JAK2 JUN LAT LCK MAPK1 MAPK14 MAPK8 MTOR NFATC1 NFIL3 NFKB1 NFKBIA NR1D1 PER1 PLCG1 PPP3CA PRKCQ RARA RORA RORC RUNX1 RXRA SMAD2 SOCS3 STAT1 STAT3 STAT5A STAT6 TBX21 TGFB1 TGFBR1 TYK2 ZAP70 WP_THERMOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THERMOGENESIS ACSL1 ACSL3 ACSL4 ACSL5 ACSL6 ACTB ACTG1 ACTL6A ACTL6B ADCY1 ADCY10 ADCY2 ADCY3 ADCY4 ADCY5 ADCY6 ADCY7 ADCY8 ADCY9 ADRB3 AKT1S1 ARID1A ARID1B ATF2 BMP8A BMP8B CNR1 CPT1A CPT1B CPT1C CPT2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 DPF1 DPF3 FGF21 FGFR1 FRS2 GCG GNAS GRB2 HRAS KDM1A KDM3A KDM3B KLB KRAS LIPE MAP2K3 MAP3K5 MAPK11 MAPK12 MAPK13 MAPK14 MGLL MLST8 MTOR NPR1 NRAS PLIN1 PNPLA2 PPARG PPARGC1A PRDM16 PRKAA1 PRKAA2 PRKAB1 PRKAB2 PRKACA PRKACB PRKACG PRKAG1 PRKAG2 PRKAG3 PRKG1 PRKG2 RHEB RPS6 RPS6KA1 RPS6KA2 RPS6KA3 RPS6KA6 RPS6KB1 RPS6KB2 RPTOR SIRT6 SLC25A20 SLC25A29 SMARCA2 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SOS1 SOS2 TSC1 TSC2 UCP1 ZNF516 WP_THIAMINE_METABOLIC_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THIAMINE_METABOLIC_PATHWAYS BCKDHA BCKDK OGDH PDHA1 SLC19A2 SLC19A3 SLC25A19 TKT TPK1 WP_THYMIC_STROMAL_LYMPHOPOIETIN_TSLP_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THYMIC_STROMAL_LYMPHOPOIETIN_TSLP_SIGNALING AKT1 BTK CCL11 CISH CRLF2 CXCL8 EIF4EBP1 FES FYN GAB2 HCK IL2RA IL6 IL7R JAK1 JAK2 LCK LYN MAP2K1 MAP2K2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MTOR MYC NFKB1 NFKB2 NFKBIA PI4K2A PIK3CA PTPN11 RELA RELB RPS6 SRC STAT1 STAT3 STAT4 STAT5A STAT5B STAT6 TEC TNFSF4 TSLP YES1 WP_THYROID_HORMONES_PRODUCTION_AND_PERIPHERAL_DOWNSTREAM_SIGNALING_EFFECTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THYROID_HORMONES_PRODUCTION_AND_PERIPHERAL_DOWNSTREAM_SIGNALING_EFFECTS ACTL6B ADCY3 ADCY8 ADRB3 AGRP AKT1S1 AKT3 AQP7 ATF2 BAD CASP9 CREB3 CTNNB1 DIO1 DIO2 DIO3 DUOX2 DUOXA2 FGF21 FGFR1 FOXO1 FRS2 GRB2 GSK3B HRAS ITGAV ITGB3 ITPR2 IYD KDM1A KDM3B KLB MAFA MAP2K1 MAP4K5 MAPK1 MAPK14 MAPKAPK3 MC4R MDM2 MGLL MLST8 MTOR NHSL1 NOTCH1 NPPB NPR1 NPY PAX8 PFKFB2 PIK3CA PLCB1 PLIN1 PNPLA2 POMC PPARG PPARGC1A PRDM16 PRKACA PRKG2 RAF1 RHEB RPS6 RPS6KA6 RPS6KB1 RPTOR RXRA SECISBP2L SHH SIRT6 SLC16A10 SLC16A2 SLC26A4 SLC5A5 SLCO1C1 SOS1 SRC TBC1D4 TG THRA THRB TP53 TPO TRH TSC1 TSC2 TSHB TSHR TTF1 TTF2 UCP1 WNT4 ZNF516 WP_THYROID_STIMULATING_HORMONE_TSH_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THYROID_STIMULATING_HORMONE_TSH_SIGNALING ADCY2 ADCY3 AKT1 APEX1 BRAF CCND3 CCNE1 CDK2 CDK4 CDKN1B CGA CREB1 E2F1 EGR1 FOS GNA12 GNA13 GNAI1 GNAI2 GNAI3 GNAO1 GNAQ GNAS GNB1 GNG2 HRAS IGF1R JAK1 JAK2 JUN KCNIP3 MAP2K1 MAP2K3 MAP2K6 MAPK1 MAPK14 MAPK3 MTOR MYC MYL12B PAX8 PDE4D PDPK1 PIK3CA PIK3R1 PIK3R2 PLCB1 PLD1 RAF1 RALGDS RAP1A RAP1B RAP1GAP RB1 RBL2 RPS6 RPS6KA1 RPS6KB1 SCRIB SRC STAT1 STAT3 TSHB TSHR TTF1 TTF2 WP_THYROXINE_THYROID_HORMONE_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_THYROXINE_THYROID_HORMONE_PRODUCTION ACY1 ANO1 CGA CLCN5 CREB1 DUOX1 DUOX2 ELK1 MAP2K1 MAP2K2 MAPK1 MAPK3 NFKB1 PRKAA1 PRKAA2 PRKCA RAF1 RAP1A RAP1B SLC26A6 SLC5A5 TG TPO TRH TSHR WP_TLR4_SIGNALING_AND_TOLERANCE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TLR4_SIGNALING_AND_TOLERANCE CHUK CXCL8 IFNB1 IKBKB IKBKE IKBKG IL6 INPP5D IRAK1 IRAK3 IRAK4 IRF3 IRF7 MAP3K7 MYD88 NFKB1 NFKBIA RIPK1 TAB1 TAB2 TBK1 TICAM1 TIRAP TLR4 TNF TRAF3 TRAF6 TRAM1 WP_TNFALPHA_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TNFALPHA_SIGNALING AKT1 APAF1 BAD BAX BCL2L1 BID BIRC2 BIRC3 BTRC CASP3 CASP7 CASP8 CASP9 CCL2 CDC37 CFLAR CHUK CREBBP CSNK2A1 CUL1 CYBA DIABLO FADD FBXW11 GLUL GRB2 HRAS HSP90AA1 IKBKB IKBKG IL6 JUN KRAS KSR1 KSR2 MADD MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K1 MAP3K14 MAP3K3 MAP3K5 MAP3K7 MAP3K8 MAP4K2 MAPK1 MAPK3 MAPK8 MAPK9 NFKB1 NFKB2 NFKBIA NFKBIB NFKBIE NOX1 NOXO1 NRAS NSMAF OTUD7B PLK1 PPP2CA PRKCZ PSMD2 PTPRCAP PYGL RAC1 RAF1 REL RFFL RFK RIPK1 RIPK3 SELE SKP1 SMPD2 SOS1 TAB1 TAB2 TAB3 TANK TBK1 TNF TNFAIP3 TNFRSF1A TNFRSF1B TRADD TRAF1 TRAF2 TRAP1 TXN WP_TNFRELATED_WEAK_INDUCER_OF_APOPTOSIS_TWEAK_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TNFRELATED_WEAK_INDUCER_OF_APOPTOSIS_TWEAK_SIGNALING AKT1 AKT2 BIRC2 BIRC3 CASP3 CASP7 CASP8 CCL2 CCL5 CHUK CTNNB1 FADD GSK3B HDAC1 IKBKB IL6 JUN MAP3K14 MAP3K7 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP9 NFKB1 NFKB2 NFKBIA NFKBIB RAC1 RAF1 RELA RELB RIPK1 TNF TNFRSF12A TNFSF12 TRAF1 TRAF2 TRAF3 TRAF5 TRIM63 WP_TOLLLIKE_RECEPTOR_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TOLLLIKE_RECEPTOR_SIGNALING AKT1 AKT2 AKT3 CASP8 CCL3 CCL4 CCL5 CD14 CD40 CD80 CD86 CHUK CXCL10 CXCL11 CXCL8 CXCL9 FADD FOS IFNA1 IFNA10 IFNA13 IFNA14 IFNA16 IFNA17 IFNA2 IFNA21 IFNA4 IFNA5 IFNA6 IFNA7 IFNA8 IFNAR1 IFNAR2 IFNB1 IKBKB IKBKE IKBKG IL12A IL12B IL1B IL6 IRAK1 IRAK4 IRF3 IRF5 IRF7 JUN LBP LY96 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K7 MAP3K8 MAPK1 MAPK10 MAPK11 MAPK12 MAPK13 MAPK14 MAPK3 MAPK8 MAPK9 MYD88 NFKB1 NFKBIA NFKBIB PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PIK3R5 RAC1 RELA RIPK1 SPP1 STAT1 TAB1 TAB2 TAB3 TBK1 TICAM1 TICAM2 TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TNF TOLLIP TRAF3 TRAF6 WP_TOLLLIKE_RECEPTOR_SIGNALING_RELATED_TO_MYD88 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TOLLLIKE_RECEPTOR_SIGNALING_RELATED_TO_MYD88 CHUK IKBKB IKBKE IKBKG IRAK1 IRAK4 IRF3 IRF7 MAPK1 MYD88 NFKB1 NFKB2 REL RELA RELB TBK1 TICAM1 TICAM2 TIRAP TLR1 TLR2 TLR3 TLR4 TLR5 TLR6 TLR7 TLR8 TLR9 TOLLIP TRAF3 TRAF6 WP_TP53_NETWORK https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TP53_NETWORK ABL1 ATM BAX BBC3 BCL2 BID BOK CDKN1A CDKN2A GADD45A MDM2 MYC OTX2 PMAIP1 SUMO1 TNFSF10 TP53 TP63 TP73 WP_TRANSCRIPTIONAL_ACTIVATION_BY_NRF2_IN_RESPONSE_TO_PHYTOCHEMICALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTIONAL_ACTIVATION_BY_NRF2_IN_RESPONSE_TO_PHYTOCHEMICALS AIMP2 CEBPB EPHB2 GCLC GCLM GSTA2 HMOX1 KEAP1 MAF MAPK8 NFE2L2 NQO1 PIK3CA PRKCA SLC7A11 WP_TRANSCRIPTIONAL_CASCADE_REGULATING_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTIONAL_CASCADE_REGULATING_ADIPOGENESIS CEBPA CEBPB CEBPD CEBPG DDIT3 EGR2 GATA2 GATA3 KLF15 KLF2 KLF5 PPARG SREBF1 WP_TRANSCRIPTION_COFACTORS_SKI_AND_SKIL_PROTEIN_PARTNERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTION_COFACTORS_SKI_AND_SKIL_PROTEIN_PARTNERS HDAC1 HDAC3 ING2 LATS1 LATS2 MECP2 MERTK NF1 PRMT5 SATB2 SIN3A SKI SKIL STK3 TEAD1 TEAD2 TEAD3 TEAD4 WP_TRANSCRIPTION_FACTORS_REGULATE_MIRNAS_RELATED_TO_CARDIAC_HYPERTROPHY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTION_FACTORS_REGULATE_MIRNAS_RELATED_TO_CARDIAC_HYPERTROPHY AKT1 AKT2 MIR1-1 MIR1-2 MIR125B1 MIR125B2 MIR133B MIR21 MIR29A MYEF2 NFKB1 PPP3R1 RASGRF1 STAT3 TGFB1 WP_TRANSCRIPTION_FACTOR_REGULATION_IN_ADIPOGENESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSCRIPTION_FACTOR_REGULATION_IN_ADIPOGENESIS ADIPOQ CEBPA CEBPB CEBPD CREB1 FOXO1 IL6 INSR IRS1 IRS2 LEP LPIN1 MAPK8 NR3C1 NRIP1 PCK2 PPARG PPARGC1A RXRA SLC2A4 TNF TWIST1 WP_TRANSLATION_FACTORS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSLATION_FACTORS CLUH EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EEF2K EIF1 EIF1AX EIF1AY EIF2AK1 EIF2AK2 EIF2AK3 EIF2B1 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EIF2S1 EIF2S2 EIF2S3 EIF3A EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4EBP2 EIF4EBP3 EIF4G1 EIF4G3 EIF4H EIF5 EIF5A EIF5B EIF6 ETF1 GSPT2 PABPC1 PAIP1 WP_TRANSLATION_INHIBITORS_IN_CHRONICALLY_ACTIVATED_PDGFRA_CELLS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSLATION_INHIBITORS_IN_CHRONICALLY_ACTIVATED_PDGFRA_CELLS AKT1 AKT2 AKT3 CSNK2A1 EIF4A1 EIF4A2 EIF4B EIF4E EIF4EBP1 EIF4G1 EIF4G3 MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K5 MAP2K6 MAP2K7 MAPK1 MAPK10 MAPK14 MAPK3 MAPK8 MAPK9 MTOR PDCD4 PDK1 PIK3CA PIK3CB PIK3CG PIK3R1 PIK3R2 PIK3R3 PIM1 PIM2 PRKACA PRKCA PRKCD RPS6 RPS6KA1 RPS6KA2 RPS6KA4 RPS6KA5 RPS6KB1 RPS6KB2 RPTOR WP_TRANSSULFURATION_ONECARBON_METABOLISM_AND_RELATED_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSSULFURATION_ONECARBON_METABOLISM_AND_RELATED_PATHWAYS AGXT2 AHCY AHCYL1 AHCYL2 AMT BAAT BCAT1 BCAT2 BHMT BHMT2 CBS CDO1 CEPT1 CHDH CHKA CHKB CHPT1 CSAD CTH DHFR DHFR2 DMGDH DNM1 DNMT3A DNMT3B DNMT3L ENSG00000274276 ETNK1 ETNK2 GAD1 GAD2 GCLC GCLM GNMT GPX1 GPX2 GPX3 GPX4 GPX5 GPX6 GPX7 GSR GSS MAT1A MAT2A MAT2B MTHFD1 MTHFD1L MTHFD2 MTHFD2L MTHFR MTR PCYT1A PCYT1B PCYT2 PEMT PHGDH PLD1 PSAT1 PSPH SARDH SHMT1 SHMT2 SOD1 SOD2 SOD3 TYMS WP_TRANSSULFURATION_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRANSSULFURATION_PATHWAY AHCY CBS CSAD CTH DNMT1 GCLM GOT1 MAT2B MPST MTR WP_TRIACYLGLYCERIDE_SYNTHESIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRIACYLGLYCERIDE_SYNTHESIS AGPAT1 AGPAT2 AGPAT3 AGPAT4 AGPAT5 AGPS DGAT1 DGAT2 GK GK2 GNPAT GPAM GPD1 LIPC LIPE LIPF LPL MOGAT1 MOGAT2 MOGAT3 PLPP1 PLPP2 PLPP3 PNPLA2 WP_TROP2_REGULATORY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TROP2_REGULATORY_SIGNALING ABCC1 ACVRL1 ADAM10 ADAM17 BAX BCL2 CCND1 CCNE1 CDH1 CDK2 CDK4 CDKN1B CDKN2A CHEK1 CLDN1 CLDN7 CTNNB1 EGFR FN1 IGF1 IGF1R IGF2 IGF2R ITGA5 ITGB1 JAK2 JUN MDK MMP13 NFKB1 NOTCH1 NUMB PAK4 PECAM1 PIK3R1 PRKCA PRKCD PSEN1 PSEN2 PTEN PTK2 RAC1 RACK1 RB1 SRC STAT1 TACSTD2 TLN1 VIM WP_TRYPTOPHAN_CATABOLISM_LEADING_TO_NAD_PRODUCTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRYPTOPHAN_CATABOLISM_LEADING_TO_NAD_PRODUCTION AADAT AFMID HAAO IDO1 KMO KYNU NADSYN1 NAMPT NAPRT NMNAT1 NMNAT2 NMNAT3 NMRK1 NMRK2 QPRT TDO2 WP_TRYPTOPHAN_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TRYPTOPHAN_METABOLISM AADAT AANAT ACAT1 ACMSD AFMID AHR ALDH2 ALDH8A1 AOC1 AOX1 ASMT CAT CYP1A1 DDC DLD ECHS1 GCDH GOT2 HAAO HADH IDO1 IDO2 IL4I1 INMT KMO KYAT1 KYAT3 KYNU MAOA STAT1 TDO2 TPH1 TPH2 WP_TUMOR_SUPPRESSOR_ACTIVITY_OF_SMARCB1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TUMOR_SUPPRESSOR_ACTIVITY_OF_SMARCB1 ACTL6A ACTL6B ARID1A ARID1B CDK4 CDK6 CDKN2A DPF1 DPF2 DPF3 EED EZH2 GLI1 GLI2 GLI3 GLI4 H3-3A H3-3B PTCH1 RB1 RBBP4 SMARCA4 SMARCB1 SMARCC1 SMARCC2 SMARCD1 SMARCD2 SMARCD3 SMARCE1 SMO SUZ12 WP_TYPE_2_PAPILLARY_RENAL_CELL_CARCINOMA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_2_PAPILLARY_RENAL_CELL_CARCINOMA ARNT ARNT2 BIRC7 CADM2 CDKN1A COL21A1 CREBBP CTSK CUL2 DIAPH1 DVL2 EGLN1 EGLN2 EGLN3 ELOB ELOC EP300 EPAS1 FH HIF1A PDGFB PRCC RBX1 SETD2 SFPQ SLC2A1 TFE3 TFEB TGFA TGFB1 TGFB2 TGFB3 VEGFA VHL WP_TYPE_III_INTERFERON_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_III_INTERFERON_SIGNALING IFNL1 IFNL2 IFNL3 IFNLR1 IL10RB IRF9 JAK1 STAT1 STAT2 TYK2 WP_TYPE_II_DIABETES_MELLITUS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_II_DIABETES_MELLITUS ADIPOQ CACNA1A GK IKBKB INS-IGF2 INSR IRS1 KCNJ11 MAFA MAPK1 MAPK8 MTOR PDX1 PHKA2 PIK3R5 PRKCD PRKCZ SLC2A2 SLC2A4 SOCS4 SURF1 TNF WP_TYPE_II_INTERFERON_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_II_INTERFERON_SIGNALING CIITA CXCL10 CXCL9 CYBB EIF2AK2 GBP1 H4C14 HLA-B ICAM1 IFI6 IFIT2 IFNA2 IFNB1 IFNG IFNGR1 IFNGR2 IL1B IRF1 IRF2 IRF4 IRF8 IRF9 ISG15 JAK1 JAK2 NOS2 OAS1 PRKCD PSMB9 PTPN11 REG1A SOCS1 SOCS3 SPI1 STAT1 STAT2 TAP1 WP_TYPE_I_COLLAGEN_SYNTHESIS_IN_THE_CONTEXT_OF_OSTEOGENESIS_IMPERFECTA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_I_COLLAGEN_SYNTHESIS_IN_THE_CONTEXT_OF_OSTEOGENESIS_IMPERFECTA ADAMTS2 BMP1 COL1A1 COL1A2 COLGALT1 CREB3L1 CRTAP FKBP10 FZD1 IFITM5 ITPR1 LOX LRP5 LRP6 MBTPS1 MBTPS2 MIA3 P3H1 P3H2 P4HA1 P4HA2 P4HB PLOD1 PLOD2 PPIB SERPINF1 SERPINH1 SP7 TMEM38B TNFRSF11A TNFRSF11B TNFSF11 WNT1 WP_TYPE_I_INTERFERON_INDUCTION_AND_SIGNALING_DURING_SARSCOV2_INFECTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYPE_I_INTERFERON_INDUCTION_AND_SIGNALING_DURING_SARSCOV2_INFECTION ACE2 EIF2AK2 IFIH1 IFNAR1 IFNAR2 IKBKE IRAK4 IRF3 IRF7 IRF9 JAK1 MAVS MYD88 OAS1 OAS2 OAS3 RIGI STAT1 STAT2 TBK1 TLR2 TLR3 TLR4 TLR6 TLR7 TLR9 TMPRSS2 TRAF3 TRAF6 TREML4 TYK2 WP_TYROBP_CAUSAL_NETWORK_IN_MICROGLIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYROBP_CAUSAL_NETWORK_IN_MICROGLIA ABCC4 ADAP2 APBB1IP BIN2 C1QC C3 CAPG CD37 CD4 CD84 CREB3L2 CXCL16 CYTL1 DPYD ELF4 FKBP15 GAL3ST4 GAPT GIMAP2 GPX1 HCLS1 HLX IGSF6 IL10RA IL13RA1 IL18 ITGAM ITGAX ITGB2 KCNE3 LGALS9C LHFPL2 LOXL3 LYL1 MAF NCF2 NCKAP1L NPC2 NRROS PLEK PPP1R18 PYCARD RBM47 RGS1 RNASE6 RPS6KA1 RUNX3 SAMSN1 SFT2D2 SH2B3 SLC1A5 SLC7A7 SPP1 STAT5A TCIRG1 TGFBR1 TMEM106A TNFRSF1B TYROBP ZFP36L2 WP_TYROSINE_METABOLISM_AND_RELATED_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_TYROSINE_METABOLISM_AND_RELATED_DISORDERS FAH GSTZ1 HGD HPD TAT WP_T_CELL_MODULATION_IN_PANCREATIC_CANCER https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_T_CELL_MODULATION_IN_PANCREATIC_CANCER ARG1 B2M CCL17 CCL22 CD226 CD274 CD276 CD28 CD40 CD40LG CD80 CD86 CTLA4 CXCL12 ENTPD1 FAP FAS FASLG HAVCR2 HLA-A ICOS IDO1 IL10 IL6 LGALS1 LGALS3 LGALS9 NT5E PDCD1 PDCD1LG2 PGF PVR TGFB1 TGFB2 TGFB3 TIGIT TNFRSF4 TNFRSF9 TNFSF4 TNFSF9 VEGFA VEGFB VEGFC VEGFD VSIR VTCN1 WP_T_CELL_RECEPTOR_AND_COSTIMULATORY_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_T_CELL_RECEPTOR_AND_COSTIMULATORY_SIGNALING AKT1 CALM1 CD28 CD8A CD8B CSNK1A1 CTLA4 DYRK1A DYRK2 FYN GSK3A GSK3B IL2 ITK LCK NFATC2 NFKB1 NFKBIA PDCD1 PDK1 PLCG1 PPP3CA PRKCA PTEN PTPN6 RASA1 RASGRP1 ZAP70 WP_UDPDERIVED_SUGARS_SYNTHESIS_IN_FIBROBLASTS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UDPDERIVED_SUGARS_SYNTHESIS_IN_FIBROBLASTS GALE GCK GFPT1 GPI HK1 HK2 HK3 PGM1 PGM3 UGDH UXS1 WP_ULCERATIVE_COLITIS_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ULCERATIVE_COLITIS_SIGNALING FOXP3 GATA3 HLA-DMA IFNG IL10 IL13 IL2RG IL4 IL4R IL5 MAF NFATC1 NFKB1 NOD2 STAT6 TGFB1 TLR2 TNF WP_UNFOLDED_PROTEIN_RESPONSE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UNFOLDED_PROTEIN_RESPONSE ATF4 ATF6 BBC3 BCL2 BCL2L11 BID CASP1 CASP2 DDIT3 EIF2AK3 EIF2S1 ERN1 HSPA5 IL1B MBTPS1 MBTPS2 NFE2L2 PMAIP1 PPP1R15A RTCB TNFRSF10B TP53 TXNIP XBP1 WP_UREA_CYCLE_AND_ASSOCIATED_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UREA_CYCLE_AND_ASSOCIATED_PATHWAYS ALDH4A1 ARG1 ASL ASS1 CPS1 FH GLS2 GLUD1 GOT1 GOT2 GPT LDHB MDH1 MDH2 NAGS NOS1 NOS2 NOS3 OAT OTC PYCR1 SLC25A12 SLC25A13 SLC25A15 WP_UREA_CYCLE_AND_METABOLISM_OF_AMINO_GROUPS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UREA_CYCLE_AND_METABOLISM_OF_AMINO_GROUPS ACY1 ALDH18A1 ARG1 ARG2 ASL ASS1 CKB CKM CPS1 GAMT GATM GLUD1 NAGS OAT ODC1 OTC PYCR1 PYCR3 SARDH SMS SRM WP_UREA_CYCLE_AND_RELATED_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UREA_CYCLE_AND_RELATED_DISEASES ARG1 ASL ASS1 CPS1 GLS2 NAGS OTC SLC25A13 SLC25A15 WP_UROTENSINIIMEDIATED_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_UROTENSINIIMEDIATED_SIGNALING ABCA1 ACTA2 AGTR1 AIFM2 AKT1 ALOX5 BAX BCL2 CAMK2A CASP3 CASP9 CCNE1 CDK1 CDK2 CHUK COL1A1 COL2A1 COL3A1 CREBBP CTNNB1 CYBA CYBB DDIT3 EGFR EP300 ESPL1 FN1 FSCN1 GSK3A GSK3B HDAC5 HMOX1 HSPA2 ICAM1 IKBKB IL1B IL6 IRF3 JAK2 MAPK1 MAPK14 MAPK3 MAPK8 MAPK9 MMP2 MMP9 NCF1 NCF2 NCF4 NFKB1 NOX4 NPPA NPPB PCNA PLN PRKACA PTEN PTPN11 RELA RHOA SMAD2 SMAD3 STAT3 TGFB1 TNF TRPC4 UTS2 UTS2R VCAM1 WP_VALPROIC_ACID_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VALPROIC_ACID_PATHWAY ABAT ACADSB ACSM1 CYP2A6 CYP2B6 CYP2C9 EHHADH HADHA HADHB HDAC1 HSD17B10 IVD WP_VASOPRESSINREGULATED_WATER_REABSORPTION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VASOPRESSINREGULATED_WATER_REABSORPTION ADCY3 ADCY6 ADCY9 AQP2 AQP3 AQP4 ARHGDIA ARHGDIB ARHGDIG AVP AVPR2 CREB1 CREB3 CREB3L1 CREB3L2 CREB3L3 CREB3L4 CREB5 DCTN1 DCTN2 DCTN4 DCTN5 DCTN6 DYNC1H1 DYNC1I1 DYNC1I2 DYNC1LI1 DYNC1LI2 DYNC2H1 DYNC2LI1 DYNLL1 DYNLL2 GNAS NSF PRKACA PRKACB PRKACG RAB11A RAB11B RAB5A RAB5B RAB5C STX4 VAMP2 WP_VEGFAVEGFR2_SIGNALING https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VEGFAVEGFR2_SIGNALING ABCF2 ABL1 ACACA ACACB ACKR3 ACOT9 ACP1 ACTG1 ADAM10 ADAM9 ADAMTS1 ADAMTS9 ADRB2 AFDN AKT1 AKT1S1 ALB ALDOA AMOT ANXA1 AP2A1 AP2S1 APOLD1 ARF4 ARF6 ARHGEF15 ARMCX1 ARNT ARPC5L ARRB2 ASCC3 ATF2 ATF4 ATF6 ATP6V0D1 ATP6V1E1 BCAR1 BCL2 BCL2L1 BIN1 BIRC5 BMP10 BMP2 BMX BRD4 BSG C15orf39 CACNA2D1 CALR CALU CAMKK2 CAPN2 CAPZB CAV1 CBL CCDC124 CCL2 CCN1 CCN2 CCND1 CCRL2 CCT7 CDC42 CDC42BPB CDH5 CFL1 CGNL1 CHAC1 CLIC1 CLTC CNP COPG1 CREB1 CREBBP CRIP2 CRK CSK CSRP1 CSRP2 CTNNA1 CTNNB1 CTNND1 CXCL8 CYBB CYCS CYP2C8 DECR1 DHX29 DHX36 DKK1 DLL4 DNAJA1 DNAJB4 DNAJB9 DOK1 DPM1 DSC1 DUSP5 EEA1 EGR1 EGR3 EIF2A EIF2AK3 EIF3D EIF3F EIF3H EIF4E EIF4G1 EIF4G2 ELK1 ELOA ELOC ENG EPB41 EPHA2 EPHB2 EPN1 EPRS1 EPS15 ERG ERN1 ETS1 EWSR1 EZR F3 FADD FAF1 FAM120A FARSB FAS FBXW11 FGA FGB FGD5 FGG FHL2 FHOD1 FJX1 FLII FLNB FLT1 FMNL3 FN1 FOXO1 FOXO3 FOXO4 FRS2 FSCN1 FUT1 FXR2 FYN GAB1 GAPDH GATA2 GIGYF2 GIPC1 GJA1 GLUD1 GPC1 GPX1 GRB10 GRB2 GRSF1 GSK3B HBD HBEGF HDAC1 HDAC4 HDAC5 HDAC7 HDAC9 HERPUD1 HGS HLX HMGB1 HRAS HSP90AA1 HSPA1A HSPB1 HTRA1 HYOU1 ICAM1 IDH2 IER5 IGFBP3 IGFBP7 INPP4B INPP5K IQGAP1 ITCH ITGAV ITGB1 ITGB3 ITGB5 JAG1 JUN KANK1 KATNAL2 KCNC3 KDR KL LARP7 LDB2 LDHA LIMK1 LMAN1 LRRC59 LRRFIP2 LUC7L MAP2K1 MAP2K2 MAP2K3 MAP2K4 MAP2K6 MAP2K7 MAP3K5 MAPK1 MAPK12 MAPK14 MAPK3 MAPK8 MAPK9 MAPKAP1 MAPKAPK2 MAPKAPK5 MDM2 MEF2C MICAL2 MIR1915HG MKNK1 MLST8 MMP10 MMP14 MMP2 MMRN2 MOV10 MTOR MYH11 MYH9 MYL2 MYO1C MYO6 NAP1L1 NAPA NCF1 NCF2 NCK1 NCL NDRG1 NEXN NFATC1 NFATC2 NFKB1 NFKBIA NOS3 NOTCH4 NOX4 NR4A1 NR4A2 NR4A3 NRARP NRP2 NUMB OCLN OCRL P4HA2 P4HB PABPC1 PAK1 PAK2 PBK PBXIP1 PDE4DIP PDIA6 PDPK1 PFN1 PGD PGF PGK1 PIK3CA PIK3R1 PIK3R2 PLA2G4A PLA2G5 PLAU PLAUR PLCB3 PLCG1 PLOD3 PNP PPM1G PPP1CA PPP2CA PPP3CA PRDX2 PRDX6 PRKAA1 PRKAA2 PRKCA PRKCB PRKCD PRKCE PRKCI PRKCZ PRKD1 PRKD2 PRKG1 PRKRA PRRC2C PSMD11 PSMD4 PTGS2 PTK2 PTK2B PTMA PTPN1 PTPN11 PTPN14 PTPN6 PTPN9 PTPRJ PTPRZ1 PXN QKI RAB11A RAB37 RAB4A RAB5A RAC1 RACK1 RAF1 RAP1A RAP1B RAPGEF1 RBM39 RCAN1 RCAN2 RCN1 RELA RHOA RHOC RHOJ RICTOR RND1 ROCK1 ROCK2 RPL10A RPL13A RPL18A RPL26 RPL27 RPL5 RPL7 RPLP2 RPS11 RPS6 RPS6KA5 RPS6KB1 S1PR1 SARS1 SCUBE2 SDCBP SDF2L1 SELE SEMA6D SET SH2D2A SH3BGRL3 SHB SHC1 SHC2 SHROOM2 SIAH2 SLC25A11 SLC25A25 SLC2A14 SLC7A1 SLC8A1 SMARCA2 SND1 SOD2 SPIRE1 SRC SRF SRP54 SRPK1 SSR3 SSR4 STAM STAT1 STAT3 STAT6 STIP1 SYNJ1 TAL1 TAOK2 TBCA TEAD4 TFAM TFCP2 TKT TMEM170A TMOD1 TMOD3 TMSB10 TMSB4X TNFRSF10C TNFRSF25 TNXB TPCN2 TPM3 TPP1 TRAF3IP2 TRIP4 TRPC1 TRPC3 TUBA1C TUBB8 TXN TXNDC5 TXNIP UBAP2L USP10 VAV2 VCL VEGFA VPS39 WASF1 YWHAE ZC3H15 ZNF555 WP_VITAMIN_A1_AND_A5X_PATHWAYS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_A1_AND_A5X_PATHWAYS RARA RARB RARG RXRA RXRB RXRG WP_VITAMIN_A_AND_CAROTENOID_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_A_AND_CAROTENOID_METABOLISM ABCG5 ABCG8 ADH1A ADH4 ALDH1A1 ALDH1A2 ALDH1A3 AWAT2 BCO1 BCO2 CD36 CRABP1 CRABP2 CYP26A1 CYP26B1 CYP2E1 DGAT1 DHRS3 LPL LRAT MAPK1 NPC1L1 RARA RARB RARG RBP1 RBP2 RBP4 RBP7 RDH10 RDH12 RDH5 RDH8 RETSAT RLBP1 RPE65 RXRA RXRB RXRG SCARB1 SDR16C5 SULT1A1 SULT2B1 WP_VITAMIN_B12_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_B12_DISORDERS AMN CBLIF CD320 CUBN MMAA MMAB MMACHC MMADHC MMUT MTR MTRR TCN1 TCN2 WP_VITAMIN_B12_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_B12_METABOLISM ABCA1 ALB APOA1 APOB APOE CBLIF CBS CCL2 CCL5 CRP CTH CUBN F2 F7 FGA FGB FGG HBA1 HBB ICAM1 IFNG IL1B IL6 INS INSR LDLR LRP2 MAT1A MCEE MMAB MMUT MPO MTHFR MTR MTRR NFKB1 NFKB2 PLAT PLG RELA SAA1 SAA2 SAA3P SAA4 SCARB1 SERPINA3 SERPINE1 SHMT2 SOD1 SOD2 SOD3 TCN1 TCN2 TNF WP_VITAMIN_B6DEPENDENT_AND_RESPONSIVE_DISORDERS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_B6DEPENDENT_AND_RESPONSIVE_DISORDERS ALDH7A1 ALPI ALPL PDXK PIGV PLPBP PNPO WP_VITAMIN_DSENSITIVE_CALCIUM_SIGNALING_IN_DEPRESSION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_DSENSITIVE_CALCIUM_SIGNALING_IN_DEPRESSION ATP2B1 ATP2B2 ATP2B3 ATP2B4 BCL2 CACNA1C CALB1 CHRM1 CYP27A1 CYP27B1 G6PD GCLC GGT1 GRIN1 GRIN2A GRIN2B GRIN2C GRIN2D GRM5 GSR ITPR1 ITPR2 ITPR3 KCNQ2 KCNQ3 KDM1A KDM1B KDM3A KDM6B NFE2L2 PVALB RXRA SLC8A1 TPH1 TPH2 VDR WP_VITAMIN_D_IN_INFLAMMATORY_DISEASES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_D_IN_INFLAMMATORY_DISEASES CHUK DUSP1 IKBKB IKBKG IL6 MAP2K3 MAP2K6 MAP3K1 MAPK14 MED14 NFATC1 NFKB1 NFKBIA NR3C1 PPP3CA PPP3R1 RELA RXRA SMAD3 SMAD4 TNF VDR WP_VITAMIN_D_METABOLISM https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_D_METABOLISM CYP24A1 CYP27A1 CYP27B1 CYP2R1 DHCR7 GC PTH RXRA RXRB VDR WP_VITAMIN_D_RECEPTOR_PATHWAY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_D_RECEPTOR_PATHWAY ABCA11P ABCB1 ABCD1 ADAMTS5 ADGRE5 ADRA1B ADRB2 ALOX5 ALPG ALPI ASAP2 ATP2B1 ATP2C2 BCL6 BDKRB1 BGLAP BMP6 BTLA CA9 CAMP CASP14 CASP5 CBS CCNC CCND1 CCNE1 CD14 CD200 CD40 CD9 CDC34 CDK2 CDKAL1 CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D CDX2 CEACAM1 CEBPA CLDN2 CLEC16A CLMN CLPTM1L COL13A1 COLEC11 CRACR2A CRACR2B CREG2 CST1 CST6 CTLA4 CYP1A1 CYP24A1 CYP27B1 CYP2B6 CYP2C9 CYP2D6 CYP2S1 CYP3A4 CYP3A5 CYP7A1 DACT2 DEFB132 DEFB4A DEFB4B DND1 DNER DUSP10 EFNA5 EPHB4 FGF23 FOXO1 G0S2 G6PD GADD45A GXYLT2 HIF1A HILPDA HLA-DQA1 HLA-DQA2 HLA-DRB1 HNF1A HSD17B2 ID1 ID4 IGFBP1 IGFBP3 IGFBP5 IGSF9B IL12A IL1RL1 IL25 IRF4 IRF5 IRF8 ITGAM JUNB KL KLF4 KLK6 KNG1 KRT13 KRT16 KRT34 KRT38 KRT71 KRTAP10-2 KRTAP10-4 KRTAP10-7 KRTAP10-9 KRTAP12-2 KRTAP4-1 KRTAP5-1 KRTAP5-4 KRTAP8-1 LCE1D LCE1F LCE2B LGALS9 LPGAT1 LRP5 LRRC25 LRRC8A MED9 MX2 MXD1 MYC MYO9B NFATC2 NINJ1 NOX1 NRIP1 ORM1 ORM2 PNOC PPARD PRDM1 PRKCQ PTGER4 PTH PTHLH RASGRP1 RXRA S100A2 S100A4 S100A6 S100A8 S100A9 S100G SALL4 SATB1 SEMA3B SERPINB1 SFRP1 SLC2A4 SLC34A2 SLC37A2 SLC8A1 SOSTDC1 SPP1 SPRR1B STAM STEAP4 STS SULT1C2 SULT2A1 TGFB1 TGFB2 THBD TIMP2 TIMP3 TNFAIP3 TNFRSF11B TNFSF11 TNFSF4 TPM1 TRAK1 TREM1 TRPV5 TRPV6 VDR ZNF257 WP_VITAMIN_K_METABOLISM_AND_ACTIVATION_OF_DEPENDENT_PROTEINS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_VITAMIN_K_METABOLISM_AND_ACTIVATION_OF_DEPENDENT_PROTEINS AIFM2 F10 F2 F7 F9 GGCX NQO1 PROC PROS1 PROZ UBIAD1 VKORC1 VKORC1L1 WP_WARBURG_EFFECT_MODULATED_BY_DEUBIQUITINATING_ENZYMES_AND_THEIR_SUBSTRATES https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WARBURG_EFFECT_MODULATED_BY_DEUBIQUITINATING_ENZYMES_AND_THEIR_SUBSTRATES AKT1 FBP1 FOXO1 G6PC1 HIF1A HK2 KDR LDHA MTOR MYC OTUB2 OTUD6B OTUD7B PGAM1 PGK1 PIK3CA SIRT7 SLC2A1 U2AF2 USP19 USP28 USP37 USP44 USP7 VEGFA VHL WP_WHITE_FAT_CELL_DIFFERENTIATION https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WHITE_FAT_CELL_DIFFERENTIATION CEBPA CEBPB CEBPD CREB1 CTNNA1 DDIT3 EBF1 EGR2 FOXO1 GATA2 GATA3 INS IRF3 IRF4 KLF15 KLF2 KLF4 KLF5 MECOM NR1H3 NR2F2 NR3C1 PPARG RARA RORA SREBF1 STAT5A STAT5B TCF7L1 TLE3 WNT10B ZNF423 WP_WNTBETACATENIN_SIGNALING_INHIBITORS_IN_CURRENT_AND_PAST_CLINICAL_TRIALS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNTBETACATENIN_SIGNALING_INHIBITORS_IN_CURRENT_AND_PAST_CLINICAL_TRIALS CREBBP CTNNB1 LRP5 LRP6 PORCN WP_WNTBETACATENIN_SIGNALING_IN_LEUKEMIA https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNTBETACATENIN_SIGNALING_IN_LEUKEMIA AKT1 APC AXIN2 BCL9 CCND1 CSNK1A1 CTNNB1 DKK1 FLT3 FZD6 GSK3B JUP LEF1 LRP5 LRP6 MYC PML PPARD PYGO1 RARA RUNX1T1 SALL4 TCF3 WIF1 WNT1 ZBTB16 WP_WNT_SIGNALING_AND_PLURIPOTENCY https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_SIGNALING_AND_PLURIPOTENCY APC AXIN1 AXIN2 CCND1 CCND2 CCND3 CD44 CREBBP CSNK1E CTBP1 CTBP2 CTNNB1 CTNND1 DVL1 DVL2 DVL3 EP300 ESRRB FBXW2 FOSL1 FOXD3 FRAT1 FZD1 FZD10 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 GSK3B JUN LDLR LEF1 LRP5 LRP6 LRRK2 MAP2K4 MAP3K7 MAPK10 MAPK9 MMP7 MYC NANOG NFYA NKD1 NKD2 NLK PAFAH1B1 PLAU POU5F1 PPARD PPM1J PPP2CA PPP2CB PPP2R1A PPP2R1B PPP2R2A PPP2R2B PPP2R2C PPP2R3A PPP2R3B PPP2R5C PPP2R5E PRKCA PRKCB PRKCD PRKCE PRKCG PRKCH PRKCI PRKCQ PRKCZ PRKD1 PTPA RACGAP1 RHOA SOX2 TCF7 TCF7L1 TCF7L2 TP53 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B ZBTB33 WP_WNT_SIGNALING_IN_KIDNEY_DISEASE https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_SIGNALING_IN_KIDNEY_DISEASE CTNNB1 DVL1 DVL2 DVL3 FZD1 FZD2 FZD3 FZD4 FZD5 FZD6 FZD7 FZD8 FZD9 INVS LRP5 LRP6 MAPK10 MAPK8 MAPK9 RHOA WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WNT9B WP_WNT_SIGNALING_WP363 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_SIGNALING_WP363 AKT1 APC ARRB2 AXIN1 AXIN2 BCL9 CCND1 CDK6 CSNK1A1 CSNK1D CSNK1E CSNK1G1 CTBP1 CTNNB1 DVL1 DVL2 DVL3 FRAT1 GCKR GJA1 GSK3A GSK3B LEF1 LRP5 LRP6 MAP3K7 MAPK1 MAPK8 MAPK9 MTOR MYC NFATC2 NLK PI4K2A PIP5K1B PPARG PRKCA PRKCB PRKCG RAC1 RHOA ROR1 ROR2 RYK SOX1 TCF3 TCF4 TCF7L2 TEK TSC1 TSC2 WP_WNT_SIGNALING_WP428 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_WNT_SIGNALING_WP428 APC AXIN1 CAMK2A CAMK2B CAMK2D CAMK2G CCND1 CCND2 CCND3 CER1 CHD8 CSNK1A1 CSNK1E CSNK2A1 CSNK2A2 CSNK2A3 CSNK2B CTBP1 CTBP2 CTNNB1 CTNNBIP1 CXXC4 DAAM1 DAAM2 DKK1 DKK2 DKK4 DVL1 DVL2 DVL3 FOSL1 FRAT1 FRAT2 FZD1 FZD10 FZD2 FZD3 FZD5 FZD6 FZD7 FZD8 FZD9 GPC4 GSK3B INVS JUN KREMEN1 LEF1 LRP5 LRP6 MAP3K7 MAPK8 MAPK9 MYC NFATC1 NFATC2 NFATC3 NFATC4 NKD1 NKD2 NLK NOTUM PLAU PLCB1 PLCB2 PLCB3 PLCB4 PORCN PPP3CA PPP3CB PPP3CC PPP3R1 PPP3R2 PRICKLE1 PRICKLE2 PRKCA PRKCB PRKCG RAC1 RHOA ROCK2 ROR1 ROR2 RYK SENP2 SERPINF1 SFRP1 SFRP2 SFRP4 SFRP5 SOST SOX17 TCF7 TCF7L1 TCF7L2 VANGL1 VANGL2 WIF1 WNT1 WNT10A WNT10B WNT11 WNT16 WNT2 WNT2B WNT3 WNT3A WNT4 WNT5A WNT5B WNT6 WNT7A WNT7B WP_ZINC_HOMEOSTASIS https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/WP_ZINC_HOMEOSTASIS MT1A MT1B MT1E MT1F MT1G MT1H MT1L MT1M MT1X MT2A MT3 MT4 MTF1 SLC30A1 SLC30A10 SLC30A2 SLC30A3 SLC30A4 SLC30A5 SLC30A6 SLC30A7 SLC30A8 SLC30A9 SLC39A1 SLC39A10 SLC39A11 SLC39A12 SLC39A13 SLC39A14 SLC39A2 SLC39A3 SLC39A4 SLC39A5 SLC39A6 SLC39A7 SLC39A8 SLC39A9