MORF_ATRX http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ATRX ADCY3 SEC31A BTD LTBP4 UTRN FIG4 AQP5 TMEM11 HNRNPL TAF5L INSIG2 AGPS LSM1 PIK3CB HTR4 UBR2 ZNF500 RFC5 ST13 SSTR5 PCF11 CLP1 MSX1 CEP350 COLQ HTR7 MC2R NEK9 PIAS2 AMFR PDXDC1 ZNF133 MRE11 MTX1 CACNB2 TMCC1 PRELID3A JRK PPP1R3D NTPCR NKRF MLN KLHDC10 OARD1 FDXR PAXIP1 WDR62 RSRP1 IPCEF1 COX6A2 POP4 TCF12 RERE LTN1 ZNF292 LEPROTL1 KAZN TTLL5 KRT33A GTSE1 SEC62 PARN MIA2 DNAJC16 SLC24A1 SYNJ2 SIK3 MC5R FANCG GOLGA3 MSL3 ZBTB22 LPGAT1 PIK3C2A MICAL3 KIAA0586 RBBP8 SS18 DOK1 KANK2 GRIP2 CLOCK REV3L TMEM94 ZNF271P POLR2K CETN3 POLA1 DIMT1 ZNF32 BCL2 GPATCH8 DTNA BRD1 CEP135 TBX5 TRIM27 PHF10 CYP4F12 MARCHF6 ATRX KANK3 SLC16A5 YAF2 GSK3B RASSF1 PHF21A CMA1 ATP6V0A2 NRTN EIF5B GRIK5 RPS6KB2 IL13 BPHL FNTB MUTYH SLC2A1 SPRED2 KAT8 AC021066.1 SLC4A3 SCAMP1 ZNF592 CLPX TBC1D22A IGBP1 HOXD4 MGA VAMP4 ERC1 EP400 PPP5C EXTL3 PPIL2 SNX4 NR2C1 ECE2 NUMB AIMP1 SLC30A3 RUNX1 RNF14 TAF2 CSTF3 SLC6A11 SMG1 BRCA1 IKBKE NMT1 SLC25A11 RAP1A IMPA1 TLN2 POU6F2 SULT2B1 PEX3 ARHGAP12 PLEKHB1 PAX9 PIGF ITIH4 PIGB DNA2 NCKIPSD TPR FOSL1 KLHL20 MT4 NFX1 NSL1 C1orf216 GLE1 CYP11A1 SPEF1 TBCE ESR1 SEZ6L RB1 PIGR PCGF1 MFN1 KLHL18 GCFC2 GPR15 KDM3B CPSF4 SPAST FRYL TNFRSF25 CAMK2G ADH5 NFYB NR3C1 CALCOCO1 PSMF1 CHD9 CDYL FAM8A1 TTI1 INPP5E CDK13 PAFAH1B1 SH2B1 CHD3 DPT ERCC2 BAHD1 MSH3 NFRKB FAM189A2 UBE4B SMC5 WIPF2 IRF2 MORF_ATOX1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ATOX1 COA1 SEPHS2 COPS5 ATOX1 AP2S1 FAM20B MORF4L2 TMBIM6 COX5A HSBP1 ALG8 BUD31 CANX RAB1A TMEM147 PRMT1 PLOD3 PGRMC1 SLC25A1 EIF2B2 PSMD7 PSMD8 CLN3 SARS1 VTI1B ATP6V1H ATP6V1F BCAP31 DCTN2 HARS2 TBCA PSMA3 CSTB RAB5A DYNC1I2 SEC61G UQCRB SNRPG POLR2H RAD23B CNIH1 SEM1 RER1 NEDD8 ARF5 ENSA BANF1 RAB9A KARS1 GGCT PSMB5 PSMB4 SUMO1 PSMB6 TMED2 CENPB PSMB2 RAC1 ETFA AP2M1 SHMT1 ATP5MF YWHAB SOD1 CNPY2 DNPEP GMFB PPP1R7 PSMC4 SDHC PRKAR1A PSMC1 UBA1 ELOB DPM1 PTPA CFDP1 PDCD6 EIF4E2 MORF_BCL2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BCL2 ADCY3 SYT5 LTBP4 UTRN AQP5 AQP7 TMEM11 KIFC3 HTR1B DDX11 AGPS KRR1 ARC CRYAA CD3E PIK3CB HTR4 F7 ZNF500 SSTR5 CRHR2 MSX1 COLQ HTR7 MC2R AMFR CDK5R1 ALDOC CLBA1 MYO9B STK17A KCNMB1 ADCYAP1 EPHB2 PRELID3A JRK SULT4A1 AANAT TNKS NXPE3 MLN FDXR PAXIP1 WDR62 IPCEF1 SMYD5 COX6A2 ABO NRP2 CCKAR ZNF292 NEURL1 SCAPER ARSL LY9 KRT33A GTSE1 NOS2 DNAJC16 SMPDL3B SLC24A1 MC5R SLC22A6 FANCG MYC LINC00837 MSL3 ZP2 KCTD20 RBBP8 DOK1 BNIP1 KANK2 GRIP2 TMSB4Y CLOCK PARVB TBX19 MMP25 ADAM15 TMEM94 POLR2K FUT6 PML BCL2 HSD17B3 GPATCH8 ACKR2 PRSS16 DTNA ETV3 BRD1 CEP135 OPRL1 TBX5 GJB5 DRC3 ELAVL2 AFF2 TMPRSS6 DKK4 ITPR2 ATRX KANK3 P2RY10 SLC16A5 RASSF1 NEUROD2 CMA1 ATP6V0A2 BMP10 NRTN HAUS5 LMO1 GRIK5 RPS6KB2 IL13 BPHL JAG1 GSTM5 FNTB ZKSCAN3 AAK1 SLC2A1 PRKACA SLC4A3 KAT8 AC021066.1 ZNF592 SIX3 MGP CLPX TBC1D22A HOXD4 HSPB2 ERC1 EXTL3 ADAMTSL2 N4BP2L2 ATP6V1B1 WT1 ECE2 ECE1 SLC30A1 TFDP2 SLC30A3 RUNX1 IVL CTRL PVT1 ABCB9 SLC6A11 IKBKE SLC25A11 GPR35 SLC13A2 POU6F1 SLC5A2 IMPA1 TLN2 CD8B POU6F2 SDC3 PLEKHB1 PCBP3 SLC22A24 PAX9 PAX7 PAX8 ITIH4 PIGB LBP NCKIPSD TIE1 FOSL1 MT4 TUBGCP4 C1orf216 GLE1 CYP11A1 MPP2 SPEF1 ESR1 IRF2BP1 SEZ6L PIGR DAPK2 PCGF1 LEFTY1 ARL3 KLHL18 CRCP CNTN2 ZNF710 CYP2A6 MOK UGT2B15 TM4SF5 LCOR TNFRSF25 FRYL CAMK2G GPR3 KRT1 CDK13 SH2B1 MR1 CD6 BAHD1 DPT DTX4 LTK FLT1 SLC12A4 NFRKB FAM189A2 NF1 SLC6A9 SLC6A7 LSM12 IRF2 JAK3 SLC18A1 MORF_BNIP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BNIP1 PVR ADCY3 BMP10 NRTN S100A5 IL16 SYT5 LTBP4 FIG4 CYP2D6 GRIK5 AQP5 IL13 AQP7 TMEM11 FNTB PPP1R1A SLC2A1 ABCB10 PRKACA SLC4A3 AC021066.1 KAT8 TENM4 SCAMP1 KRR1 SGPL1 ZNF592 IQCK PIK3CB SLC33A1 RREB1 HTR4 LIG3 RXRG AOC4P CYP2E1 TBC1D22A ZNF500 CRHR1 PGM3 SSTR5 MSX1 HTR7 MLLT10 HOXD4 PIAS2 SURF2 ERC1 MAGEA9 EXTL3 CACNB1 CACNB2 MYO9B KCNA5 STK17A ARFGEF2 WT1 PRELID3A EPHB2 NR2C1 ADCYAP1 JRK TBXT PPP1R3D SULT4A1 DOCK1 TFDP2 HNF1A SLC30A3 RAD51D NXPE3 RUNX2 IVL CTRL CNKSR1 ABCB9 SLC6A11 ZBTB40 MYOZ3 BRCA1 IKBKE PAXIP1 NR1I2 COX6A2 POP4 ABO POU6F1 CCKAR OSBP SCAPER SULT2B1 AMMECR1 WBP4 PTEN GTSE1 KRT33A NOS2 DNAJC16 BARX2 PLEKHB1 PAX9 DGCR9 PAX7 SERPINA4 PIGB VKORC1 ATP8B1 ITIH4 GNPAT MC5R SLC22A6 NCKIPSD TIE1 FOSL1 MSL3 NPFF ZBTB22 IFT27 C1orf216 RAP2C CYP11A1 GLE1 LPGAT1 GPR19 GPR18 ESR1 PSG1 ARL3 MFN1 KLHL18 BNIP1 ZNF134 GRIP2 CA4 MDM2 GPR15 CLOCK ZBTB14 TBX19 HCRT FRYL POLR2K TNFRSF25 FUT6 CAMK2G CDC73 PSMF1 CDYL RB1CC1 BCL2 KRT2 IGKV7-3 INPP5E HSD17B3 GPATCH8 CD6 ERCC4 ZNF266 DPT SIM2 BRD1 FLT1 MSH3 OPRL1 TBX5 FAM189A2 UBE4B PHF10 NTNG2 AFF2 DRC3 ELAVL2 GJB5 ITPR2 KHK ZNF157 CASP10 SLC16A5 P2RY10 COL19A1 SLC17A3 YAF2 GSK3B USP46 WIPF2 TSSK2 SLC18A1 ABCC8 ATP6V0A2 MORF_BAG5 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BAG5 URM1 IST1 COPS5 PUF60 SYNCRIP CTCF CANX BUD31 BAG5 PRMT1 STARD7 ARFGAP2 PSMD7 EBAG9 RPL36AL IK HNRNPUL1 COX4I1 MBD4 FAM120A TIAL1 RAB5A EEF1D SRP9 RAD23B CNBP NEDD8 ATP6V1G1 COX7A2L SKP1 ENSA COIL BANF1 KARS1 PSMB4 SUMO1 SYPL1 TMED2 RAB11A AP2M1 TBCB JTB YWHAB DNPEP GMFB VCP PPP1R7 SP3 PSMC2 PSMC1 UBA1 PDCD6 SETD3 ADAR MORF_BCL2L11 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BCL2L11 LOR PVR KLRC4 FGF18 BMP10 F2RL3 NRTN S100A5 IL16 SLC6A2 MASP2 SYT5 LTBP4 RORB AQP7 EDIL3 FNTB ATP2B2 STAC ZSCAN26 CFH ABCB10 FAS GNG4 LGI1 SLC4A3 TENM4 HTR1E KRR1 PHOX2B RREB1 MYH2 RXRG AOC4P PDE4D CYP2E1 TMEM26 PCM1 SPA17 SIX6 BCL2L11 IL11RA CRHR1 PGM3 CAMK4 TANC2 RYR3 CCR3 MLLT10 HOXD4 RNF24 FBXL4 MAGEA9 OR2B6 TTTY1 PLPPR4 ADAMTSL3 KCNA5 EPHB2 PRELID3A ATF2 CEP162 HCRTR2 PDE6A TBXT SULT4A1 ZNF821 DMD TFDP2 BRINP3 HNF1A RAD51D NXPE3 IVL RUNX2 CTRL GUCY2F GUCY2C KRT34 BRCA1 PAXIP1 NR1I2 GCM1 MAP2 COX6A2 ADAM20 H3C6 ABO CPB2 CADM4 POU6F1 CD8A SLC15A1 OCM POU6F2 GLRA3 GPLD1 ZNF200 AMMECR1 SIRPB1 KRT33A NOS2 DNAJC16 COLGALT2 PAX9 DGCR9 PAX7 SERPINA4 ATP8B1 GNPAT MC5R SLC22A6 CALN1 SCN7A FOSL1 MSL3 NPFF KNG1 SRPK3 C1orf216 ZP2 GPR19 CYP11A1 GLE1 GPR18 ATP4B GPR171 IPO9 PDE10A PSG1 NRXN1 FSHR ARL3 ZNF134 MDM2 ZBTB14 ZNRD1ASP TBX19 PHLDB1 SUPT3H CXCL5 POLR2K NR3C2 PART1 CDC73 RB1CC1 PCDHB17P EXOC4 SPATA2 NFAT5 SLC4A8 KRT2 IGKV7-3 PLA2R1 COL8A1 LECT2 ERCC4 ZNF266 SIM2 FAM153B PTPRB SOAT2 R3HCC1L IL7 NTNG2 PHF10 GJB5 ELAVL2 DRC3 TRIM24 ERC2-IT1 CCL16 FZD5 MON2 RPS6KA5 DBT ZNF157 ATXN3 P2RY10 COL19A1 SLC17A3 AMOT USP46 IFNA14 TSSK2 ABCC8 ATP6V0A2 MORF_BECN1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BECN1 MKRN1 HNRNPK OXA1L PPP2R5A RBM3 CAPZA2 CAPZA1 RPLP2 CNOT2 PRKCSH RAB1A CTNNB1 KLC1 SFSWAP DNAJC8 NT5C2 DNAJC7 RPN2 MCM3AP ATG9A NUDT3 TMSB10 MYH9 DCTN3 SUN2 SEC61B TIAL1 ZC3H15 ZNHIT3 KIAA1109 MTX1 VPS26C CAPZB ATP6V0B RABGGTA KRAS FRG1 SERINC1 PRKRA PLIN3 TAF9 STK19 HNRNPH2 TBCB B4GALT3 BECN1 TP53BP1 SMAD2 CASC3 MAN2C1 LASP1 H3-3A CYB5R3 PRKAG1 DEDD EAPP RTCB RASSF7 TERF2IP NAP1L4 ESS2 ARL2BP RABAC1 PARN NUBP1 DNAJC13 BAG1 TMEM59 TPR CHUK BRD8 NSL1 IK ARHGEF1 DDB1 UBN1 NELFB ATP6V1F SARAF TBCC UBC C1D POLR2A SUMO2 MORC3 PPP2CA SH2B1 ERCC1 SPRN BRD3 SMC5 TUBGCP2 ZBED1 YWHAH CSNK1D ILF2 SDR39U1 SRRT ANXA11 JAK1 PHF21A DENND4A CUL4B PGK1 CALM2 MORF_BRCA1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BRCA1 ADCY3 KLRC4 PVR S100A5 PPP2R5B SYT5 LTBP4 FIG4 TMEM11 AQP7 TAF5L INSIG2 STAC PPP1R1A CFH ABCB10 GNG4 STAG1 KRR1 RREB1 PIK3CB RXRG AOC4P CYP2E1 BCL2L11 ZNF500 CRHR1 RFC5 PGM3 PCF11 MAD2L1 CAMK4 HTR7 MLLT10 TANC2 RRP9 SURF2 PIAS2 AMFR MAGEA9 OR2B6 NEK2 ZNF133 HOXA11 ARFGEF2 CEP162 PRELID3A EPHB2 JRK PPP1R3D SULT4A1 TBXT UPK1A HNF1A NXPE3 NKRF CNKSR1 KLHDC10 MKI67 ZBTB40 EN2 FANCI PAXIP1 NR1I2 SMYD5 MAP2 COX6A2 RBMXL1 FPR2 POP4 ABO NRP2 ZBTB33 LEPROTL1 CPEB3 KAZN TTLL4 TTLL5 LY9 WBP4 GTSE1 KRT33A NOS2 DNAJC16 SERPINA4 MC5R SYNJ2 GNPAT SLC22A6 ARHGAP11A MSL3 ZBTB22 LPGAT1 ZP2 PIK3C2A CCNF KIAA0586 PSG1 BRWD1 ZNF134 BNIP1 USP20 GRIP2 ZNF33B TBX19 REV3L PHLDB1 POLR2K PRIM2 CETN3 POLA1 PART1 DIMT1 RB1CC1 SLC4A8 IGKV7-3 GPATCH8 HSPA13 FOXD1 ZNF266 DTNA FAM153B POLR3F PDK3 NTNG2 PHF10 GJB5 DRC3 AFF2 ELAVL2 TRIM24 DKK4 RPS6KA5 ATRX ZNF157 P2RY10 SLC16A5 COL19A1 YAF2 JADE3 ABCC8 ATP6V0A2 LOR BMP10 FGF18 NRTN IL16 TSPAN2 GABRB2 GRIK5 IL13 FNTB STARD5 ZSCAN26 SLC2A1 SPRED2 PRKACA SLC4A3 AC021066.1 SCAMP1 IRS2 SLC33A1 PDE4D SPA17 IL11RA CLPX TBC1D22A TMEM184B HOXD4 MGA ERC1 EP400 PPP5C EXTL3 SNX4 NR2C1 ATF2 PDE6A BRINP3 TFDP2 RAD51D RUNX1 IVL RUNX2 CTRL TAF2 CSTF3 ABCB9 CELA2B TAF5 SLC6A11 SMG1 BRCA1 NMT2 IKBKE NMT1 RAP1A ADAM20 HABP4 H3C6 CPB2 CADM4 POU6F1 POU6F2 ZNF200 SULT2B1 ZNF202 AMMECR1 GSS COLGALT2 BARX2 PLEKHB1 PAX9 PIGF TPP2 PAX7 ATP8B1 DNA2 ITIH3 NCKIPSD FOSL1 NPFF NFX1 SIGMAR1 C1orf216 GPR19 CYP11A1 GLE1 GPR18 CDK8 ESR1 IPO9 COQ7 ARL3 RECQL MFN1 KLHL18 MDM2 GPR15 CPSF4 ZBTB14 SPAST SUPT3H FRYL PPP1R12B CAMK2G NR3C2 CDC73 CHD9 HIC2 PSMF1 CDYL TTI1 NFAT5 KRT2 INPP5E ERCC4 DPT MSH3 NF1 UBE4B ATXN3 POFUT2 TSSK2 MORF_BUB1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BUB1 VBP1 MTREX GOT2 KIF2C DLGAP5 H2AZ1 ATP5PO KIF14 TYRO3 YARS1 KIF11 SSBP1 USP1 CYCS TPX2 ESPL1 SRSF1 PPP1CC SRPK1 MCM6 TARS1 RFC3 RFC4 MRPS18B NDC80 BAZ1B SPAG5 ZWINT RRM1 KHSRP MFAP1 BUB1B FOXM1 HAT1 HMMR IARS1 BUB1 NUDC BUB3 TFDP1 XPOT HDDC2 IMMT PMEL GARS1 NSD2 VDAC1 CCNB1 EI24 CCT5 HDAC2 PLK1 MORF_BUB3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BUB3 XRCC5 HCCS THOP1 HNRNPD XRCC6 LSM7 HNRNPR CCT2 RANGAP1 AURKB CCT3 HNRNPM NONO GOT2 H2AZ2 ATXN10 EIF1AX HNRNPU SRSF9 U2AF1 H2AZ1 LSM4 LSM2 GNG5 YARS1 ANAPC5 RAN ESPL1 SRSF1 SRSF3 RFC4 BAZ1B ZWINT SERBP1 EIF2S2 TRAPPC3 MDH1 ICE1 FUS LMNB2 RAD23A PABPC4 PPT1 GPN1 ACP1 HADHA CTDNEP1 MTCP1 NUDC FH MAP2K2 GARS1 EPRS1 UBE2L3 AFG3L2 VDAC2 VDAC3 EIF4H VDAC1 PTPN11 CCT7 EI24 CCT5 UBA2 PCNA RHEB CHAF1A AHSA1 ATP5F1D COPS5 VBP1 AP3S1 PDIA6 EIF3K DYNLL1 DNAJC11 SLC25A3 ANP32A ATP5PO ATP5PF BRD8 PRPF31 RBBP4 ANP32B MRPL9 DGUOK GMPS TAF11 GNB1 RRM1 RUVBL2 RNPEP SERP1 TUFM MTDH GANAB POLR2I POLA2 SF3B2 SET DDX19B BUB1 TCEA1 AATF ACTL6A BUB3 FEN1 NSDHL SSRP1 IMMT NASP CS PMEL TRIM28 CSNK2B ACLY ILF3 SOD1 SF3A2 SDHA SDHB ILF2 TUBA3C YWHAQ CALM3 ATP5F1A HNRNPA2B1 PAICS TXNL4A KXD1 HNRNPAB NCBP2 XPO1 CHERP CAPZA1 SNRNP200 CBX3 PDHB IDH3G EIF4EBP2 STARD7 DNAJC9 TARDBP DNAJC8 AKR7A2 SRRM1 HADH DDOST IFRD1 EIF3I SNRPA1 SCAMP3 NUDT1 HNRNPUL1 DARS1 STK24 USP1 ERP29 NRDC LYPLA1 PPP1CC RSL1D1 MRPS18B CLPP SNRPA STMN1 BAG6 SNRPE HSPA9 LRPPRC PRPS2 DDX39B HAX1 SRM KARS1 NAA10 PSMB7 DDX49 POLE3 PSMB2 UBAP2L GLO1 HSPE1 TFDP1 XPOT MRPS27 FIBP HDDC2 AK2 SSB NSD2 RBMX DOCK3 SREBF2 R3HDM1 PPIE HDAC2 HDAC1 TOMM70 NDUFV1 DNMT1 SMC1A XPO7 DUT DAP3 PTGES3 METAP1 UQCRC1 CYC1 ESD EDC4 MTREX NUP188 DEK CAD PRDX3 SLC1A5 NDUFS5 MCM7 NDUFS4 DKC1 GTF2A2 PTDSS1 CSK NDUFS3 SEC24C IMPDH1 NDUFS2 PSMD8 IMPDH2 KHDRBS1 PPP2R1A SSBP1 CYCS G3BP2 MCM2 NDUFC1 MCM3 NCL CDK2 MCM5 MCM6 UBE2N PPM1G TARS1 IPO7 UQCRH KHSRP MAPRE1 UBE2S NDUFB3 PCLAF HAT1 HCFC1 PRKDC ATP5MC1 ATP5MC3 IARS1 RPA2 TYMS POM121 PRPF8 SAFB NAE1 TEX261 TNPO3 DCTD TCP1 HNRNPC MSH2 DRG1 TMED9 PARK7 FBL SMC3 SLBP PHB2 MORF_CTBP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CTBP1 HMGN1 HNRNPAB XRCC5 HNRNPK SRP14 XPO1 MAEA SEPTIN2 PUF60 XRCC6 HNRNPD CAPZA1 SNRNP200 VPS52 CBX3 CCT2 COX5B NONO FNTA DHX38 H2AZ2 STARD7 TARDBP EIF1AX SRSF9 DNAJC8 RPN1 U2AF1 EIF3H ANAPC5 HNRNPUL1 RAN PTBP1 NRDC LYPLA2 LYPLA1 MARK3 PPP1CA PSMA4 TIAL1 ZNF384 PIEZO1 BAG6 SNRPE TRAPPC3 ACAA1 DDX39B ADD1 MDH1 CNBP DIAPH1 MRPS12 RAD23A HDGF COX7C SNX3 DAZAP2 GPN1 ACP1 CAPZB KARS1 HADHA HADHB PIN1 PSMB7 SYPL1 PSMB1 DDX49 ARPC2 COX6B1 CTDNEP1 BTF3 FBXO9 AP2M1 GATD3A JTB IDH3B RNPS1 VDAC2 UBE2L3 EIF4H CCT7 HDAC1 UBA2 NDUFV1 RHEB WDR1 XPO7 DAP3 CLTA IST1 NARS1 AP1B1 COPS5 COPS6 CYC1 DICER1 AP3S1 EIF3K DEK UQCRFS1 CANX NDUFS4 DYNLL1 MGRN1 PCBP2 ARHGAP1 SLC25A3 RHOA CAP1 ARFGAP2 NDUFS3 CSK IMPDH1 KHDRBS1 PPP2R1A CTBP1 HSP90AA1 ANP32B COX4I1 MRPL9 MBD4 UBE2I NCL GAK EIF4G2 FAM120A GNB2 GNB1 SRP9 UQCRB YWHAZ MTDH NACA GANAB POLR2I GPAA1 SF3B2 SUMO3 SUMO2 SUMO1 SET EFCAB14 TMED2 AP3D1 PCMT1 FAM168B CHD4 GDI2 NDUFA2 HNRNPC SNRNP70 CSNK2B YWHAB DRG1 ACLY PARK7 GMFB MRPL23 TADA3 PPP1R7 YWHAQ UBA1 PGK1 SETD3 SSR2 CALM2 KXD1 MORF_CCNF http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CCNF BMS1 EIF5B TMEM11 EEF1AKMT3 PEX3 HMGN4 GTSE1 HNRNPL PLEKHB1 PIGF TPP2 SPRED2 SYNJ2 DNA2 ARHGAP11A FANCG KPNB1 ADGRL1 CDC7 SCAMP1 SIGMAR1 C1orf216 LPGAT1 NUDT13 ANP32E CCNF TIMM44 CLPX RFC5 MFN2 COQ2 MAD2L1 RRP9 CPSF4 SPAST HLTF PPP5C PDXDC1 FRYL CAMK2G CETN3 POLA1 UBE2V2 NFYB EXTL2 DIMT1 JRK DDX46 CENPA TTI1 CDK11A CNOT9 MYCBP HSPA13 SEC23IP MARS1 TRIP13 TAF2 NKRF CSTF3 MSH3 MKI67 TAF5 OARD1 TRIM27 PHF10 SMG1 AFF2 NELFA LARS2 BRCA1 FANCI PAXIP1 PLK4 EIF4E WDR62 RAP1A MPHOSPH6 MORF_CCNI http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CCNI HNRNPK RPL18 SRP14 RPL14 HINT1 HNRNPD NAP1L1 RPLP2 CBX3 YBX1 LSM14A NONO SRSF9 PCBP2 SLC25A3 RHOA U2AF1 EIF3D SRRM1 EIF3E FAU MACROH2A1 EIF3H DDOST EIF3F RPS27A KHDRBS1 HNRNPUL1 ANAPC5 CCNI ANP32B ERP29 MRPL9 EEF2 SRSF2 RSL1D1 EIF4G2 HNRNPA1 GNB2 GNB1 EIF4A2 EIF4A1 RPS12 EEF1G GNAS USP22 DPF2 YWHAZ NACA HDGF SNX3 DAZAP2 ACP1 SUMO2 RPL30 RO60 ARPC3 RPL7 DDX49 PRPF8 TMEM123 NPM1 BTF3 RPL5 RPL10A FAM168B BAZ2A CHD4 BRD2 RAB8A HNRNPC JTB RPL24 RNPS1 RPS6 SF3A1 GABARAP TAX1BP1 EIF4B ATF4 HDAC1 RPL22 UCP2 RPL21 PTP4A2 ATP5F1A WDR1 RACK1 MORF_DNMT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DNMT1 XRCC5 XPO1 SNRNP200 HNRNPD HNRNPR HNRNPM CBFB NONO GOT2 EBNA1BP2 EIF1AX DNAJC9 TARDBP HNRNPU H2AZ1 SRRM1 LSM2 HADH EIF3I YARS1 NUDT1 USP1 ESPL1 PPP1CC SRSF1 RFC4 BAZ1B SPAG5 ZWINT CLPP SNRPA STMN1 LRPPRC FUS LMNB2 RAD23A PABPC4 ZNF131 TRRAP TCERG1 TRA2B NUDC FH TFDP1 MRPS27 HDDC2 TREX2 GARS1 NSD2 VDAC2 AFG3L2 RAD54L VDAC3 SREBF2 R3HDM1 UPF3A PPIE CCT5 HDAC2 DNMT1 CHAF1A XPO7 DUT PTGES3 ESD PDIA6 MTREX NUP188 DKC1 DNAJC11 GTF2A2 ANP32A ATP5PO LBR KHDRBS1 SSBP1 MCM2 MCM3 MCM5 SRPK1 MCM6 TARS1 PPM1G GNB1 RRM1 KHSRP BUB1B RUVBL2 MAPRE1 PRKDC HCFC1 POLA2 ATP5MC3 IARS1 TYMS POM121 CDK11A DDX19B PRPF8 SAFB TCEA1 NAE1 RPIA BUB3 TNPO3 SSRP1 TCP1 IMMT NASP PMEL CS SMC3 SLBP SF3A3 TUBA3C HNRNPA2B1 TXNL4A KXD1 MORF_ERCC2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ERCC2 SEC31A BTD GRIK5 EIF5B TMEM11 BPHL HNRNPL MUTYH TAF5L AGPS SFSWAP DNAJC7 SCAMP1 ZNF592 PIK3CB TBC1D22A CLPX ZNF500 MGAT1 SSTR5 CLP1 RFC1 HTR7 MC2R NEK9 AMFR PPP5C MPST EXTL3 MRE11 MTX1 PRELID3A JRK NUMB PLIN3 SLC30A3 NKRF TAF2 CSTF3 B4GALT3 OARD1 FDXR INTS10 SLC25A11 PAXIP1 WDR62 RAP1A RERE IMPA1 LEPROTL1 TLN2 PEX6 KRT33A PLEKHB1 SLC22A24 PAX9 PIGF P4HA1 SLC24A1 PAX8 ITIH4 PIGB SIK3 FANCG TPR MT4 LAIR1 GLE1 DDB1 SPEF1 KIAA0586 PIGR PCGF1 RBBP8 MFN2 DOK1 KLHL18 GRIP2 CPSF4 PARVB TMEM94 FRYL CAMK2G NFYB DIMT1 CHD9 PSMF1 TTI1 INPP5E GPATCH8 CDK13 SH2B1 ERCC2 DPT CHD3 BAHD1 NFRKB FAM189A2 TRIM27 ATRX RASSF1 GSK3B IRF2 DENND4A MORF_ESPL1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ESPL1 HNRNPAB PTGES3 KIFC1 CHERP HNRNPD AURKB GOT2 TARDBP DNAJC9 H2AZ1 ATP5PO YARS1 NUDT1 KIF11 SSBP1 CYCS ESPL1 MCM2 MCM3 PPP1CC MCM6 PPM1G RFC4 BAZ1B GNB1 ZWINT CLPP RRM1 KHSRP BUB1B SNRPA MFAP1 PRPS2 FUS LMNB2 RAD23A FOXM1 HAT1 HCFC1 POLA2 ATP5MC3 TYMS DDX19B PSMB2 BUB1 GLO1 BUB3 FEN1 NUDC TFDP1 SSRP1 TRIM28 CS CSNK2B NSD2 AFG3L2 VDAC1 CCT5 PLK1 DNMT1 HNRNPA2B1 MORF_FDXR http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_FDXR LINC00928 BTD EFNA2 LTBP4 AQP5 RCE1 TMEM11 KIFC3 HNRNPL DDX11 RBM8A SULT1A1 SFSWAP LSM1 WWOX WNT10B CRYAA PIK3CB HTR4 HMG20B F7 ZNF500 RFC5 MGAT1 CRHR2 SSTR5 PITPNM1 MSX1 CLP1 COLQ HTR7 MC2R AMFR CDK5R1 ALDOC MTX1 FKBP15 MYO9B PRELID3A JRK MUSK CBARP MLN TCF7 KLHDC10 PHB FDXR PMF1 PAXIP1 WDR62 IPCEF1 GRK4 CHRND RERE ARSL TCOF1 DGCR11 KRT33A RTN2 USP19 PARN DIP2C ANKRD12 SLC24A1 SIK3 HSF4 FANCG MYC AGPAT1 AP3B1 FAM189B GTF2H3 RBBP8 CARD10 DOK1 KANK2 GRIP2 PARVB CLOCK CRYBA4 ADAM15 TMEM94 FUT6 PML PAIP2B BCL2 ILVBL PRSS16 ACKR2 CEP135 TBX5 TRIM27 PPP1R10 TNP1 TBX1 CYP4F12 DKK4 ITPR2 ATRX AP2A2 SLC16A5 GSK3B RASSF1 CMA1 HAUS5 LMO1 GRIK5 EIF5B RPS6KB2 PKMYT1 BPHL CNP JAG1 PRKCSH IGHMBP2 MUTYH CSNK2A1 ZKSCAN3 SLC2A1 KAT8 SLC4A3 AC021066.1 KHNYN ZNF592 NUDT3 SIX3 CLPX TBC1D22A HOXD4 HSPB2 PPP5C SPTB EXTL3 KYAT1 ADAMTSL2 SETD1B PPIL2 ELK1 RABGGTA ECE2 SLC30A1 SLC30A3 CYP19A1 TAF2 PVT1 CSTF3 B4GALT3 PTPN9 ABHD14A IKBKE SLC25A11 GPR35 IKBKG SLC13A2 DDX51 SLC5A2 IMPA1 NDST1 CD8B TLN2 SDC3 PLEKHB1 PAX9 PCBP3 SLC22A24 PAX8 ITIH4 PIGB LBP RANBP2 NCKIPSD TPR CASP2 MT4 TUBGCP4 GLE1 CYP11A1 MPP2 LDB1 DDB1 SPEF1 ERAL1 PIGR IRF2BP1 DAPK2 PCGF1 NELFB DHRS1 MFN2 EML3 KLHL18 CRCP TBCD CNTN2 CPSF4 MOK TM4SF5 GALNT2 FRYL TNFRSF25 CAMK2G NFYB CALCOCO1 RPA2 TTI1 CDK13 CAMK2B MR1 SH2B1 CD6 BAHD1 CHD3 DPT ERCC2 LTK SLC12A4 NFRKB FAM189A2 IGSF9B TUBGCP2 SLC6A9 SLC6A7 LSM12 IRF2 JAK3 NFIC MORF_FEN1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_FEN1 HCCS HNRNPAB CHERP VBP1 CCT2 CCT3 ALG8 MTHFD1 ACOT7 MCM7 DNAJC9 TARDBP H2AZ1 LSM4 EIF3B ATP5PF SNRPA1 SSBP1 CYCS ESPL1 SRSF1 MCM3 CDK4 MCM6 EIF4G1 PPM1G BAZ1B RFC2 ZWINT NUP205 RRM1 MFAP1 HSPA9 KPNA2 LMNB2 UNG FOXM1 POLR2I PCLAF HAT1 ATP5MC3 NAA10 NHP2 PSMB2 DHX16 HSPE1 HSPA4 FEN1 BUB3 NUDC NSDHL HDDC2 TRIM28 DDX1 CSNK2B SOD1 VDAC1 PTPN11 CCNB1 CCT5 GSPT1 PCNA RBM14 AHSA1 MORF_GPX4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_GPX4 RALY CLTA COPS5 FASTK AP2S1 ATP6AP1 CYC1 TMBIM6 CANX GLB1 WBP2 TMEM147 GPX4 DAP KDELR1 DDOST PSMD8 PPP2R1A BCAP31 ATP6V1F GNB2 EEF1D TRAPPC3 SRP9 COPE GANAB GPAA1 RER1 ARF5 BANF1 PDAP1 ATP6V0C PSMB4 PSMB2 RAC1 COX6B1 AP2M1 C9orf16 ATP5MF MAP2K2 COX8A CSNK2B JTB DRG1 TMED9 PPP1R7 NDUFV1 UBA1 RHEB COX6A1 TECR SSR4 SSR2 KXD1 MORF_HAT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_HAT1 HNRNPAB HCCS XPO1 CHERP HNRNPD SNRNP200 CAPZA1 HNRNPR CCT2 SART3 COX5A PDHB HNRNPM NONO RAD21 EIF4EBP2 STARD7 TARDBP DNAJC9 EIF1AX HNRNPU SRSF9 H2AZ1 U2AF1 AKR7A2 LSM3 LSM2 IFRD1 GNG5 SNRPA1 DARS1 USP1 MAGOH CDC123 ESPL1 LYPLA1 AIMP2 SRSF1 RFC4 MRPS18B BAZ1B ZWINT DLD SNRPA MFAP1 AC118549.1 SNRPE HSPA9 VPS26A TRAPPC3 PRPS2 ICE1 MDH1 FUS RAD23B CNBP RAD23A COX7B SKP1 GPN1 BANF1 KARS1 PSMB7 SYPL1 POLE3 PSMB2 UBAP2L HSPE1 NUDC TFDP1 HDDC2 MAML1 SMG7 DDX1 CDC23 UBE2L3 VDAC2 AFG3L2 EIF4H RBMX DOCK3 VDAC1 PTPN11 R3HDM1 CCT5 EI24 HDAC2 TOMM70 NDUFV1 NDUFV2 PCNA SMC1A XPO7 AHSA1 C6orf62 UBE2E1 RTN4 PRRC2C PTGES3 METAP1 COPS5 AP2S1 VBP1 AP3S1 DEK PRDX3 ALG8 CLTC MTHFD1 BZW1 PRMT1 ATP5PO NDUFS3 NDUFS1 ATP5PF KIF2A KHDRBS1 PRPF31 MRPL3 SSBP1 CYCS G3BP2 MRPL9 NDUFC1 DGUOK TAF11 EIF4G1 UBE2N TARS1 PPM1G C1QBP FAM120A RRM1 KPNA2 SRP9 NDUFB3 TUFM MTDH UNG SEM1 POLR2I PCLAF HAT1 ATP5MC3 RPA1 G3BP1 RNF126 SUMO1 POM121 SET BUB1 CEBPZ MRPL19 HSPA4 FEN1 BUB3 NSDHL IMMT MSH2 TRIM28 PMEL CSNK2B ACLY ILF3 SOD1 SMC3 PARK7 SLBP CCNB1 SDHB F8A1 GSPT1 HNRNPA2B1 KXD1 MORF_HDAC1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_HDAC1 XRCC5 HMGN1 RPL14 PUF60 HNRNPD XRCC6 LSM7 VPS52 HNRNPR CCT2 HNRNPM NONO H2AZ2 ATXN10 EIF1AX SRSF9 HNRNPU U2AF1 H2AZ1 MACROH2A1 TLK1 LSM2 GNG5 EIF3M ANAPC5 RAN PTBP1 MED12 CDC123 EID1 SRSF3 SRSF2 PPP1CA TRAPPC3 MDH1 FUS RAD23A GPN1 ACP1 CDC37 HADHA HADHB SYPL1 COX6B1 IDH2 CTDNEP1 TRA2B FBXO9 GUSB JTB AFG3L2 UBE2L3 VDAC2 VDAC3 EIF4H CCT7 UBA2 ARF3 COX6A1 ATP5F1D NARS1 COPS5 AP1B1 COPS6 VBP1 AP3S1 PDIA6 EIF3K CANX CIAO1 ACTR2 MGRN1 DYNLL1 SLC25A3 ANP32A ATP5PO CAP1 ATP5PF CTBP1 RBBP4 ANP32B CCNI MRPL9 TAF11 GNB2 GNB1 EIF4A1 SRP9 MAP3K11 TUFM YWHAZ NACA MTDH GANAB GPAA1 POLA2 SF3B2 SUMO3 SUMO2 SUMO1 EFCAB14 SET DDX19A AP3D1 TCEA1 PCMT1 PAPSS1 BAZ2A BUB3 NSDHL GDI2 CS TRIM28 CSNK2B YWHAB ACLY ILF3 SF3A2 SF3A1 SDHA SDHB TADA3 SDHD YWHAQ CALM3 DGKZ HNRNPA2B1 ATP5F1A PGK1 KXD1 HNRNPAB XPO1 SRP14 CHERP ATP6AP1 SNRNP200 CAPZA1 SNRPD2 CBX3 COX5B UBAC1 PDHB EIF4EBP2 IDH3G SMARCD2 STARD7 TARDBP DNAJC8 AKR7A2 EIF3D RPN1 SRRM1 EIF3E EIF3H DDOST IFRD1 EIF3G SCAMP3 NUDT1 HNRNPUL1 ERP29 NRDC LYPLA1 PPP1CC TATDN2 TIAL1 SNRPA SNRPE BAG6 VPS26A DDX39B CHMP2A HMGB2 HAX1 DIAPH1 MRPS12 HDGF COX7C SNX3 KARS1 TTC1 PSMB7 UBE2D2 PSMB1 DDX49 ARPC2 POLE3 PSMB2 BTF3 RAB8A AK2 RNPS1 RBMX SREBF2 R3HDM1 PPIE HDAC2 HDAC1 UCP2 NDUFV1 NDUFV2 HSPD1 WDR1 SMC1A XPO7 DUT PRRC2C PTGES3 UQCRC2 CLTA CYC1 EDC4 DEK UQCRFS1 NDUFS5 NDUFS4 DKC1 CSK NDUFS3 IMPDH1 NDUFS2 KHDRBS1 PPP2R1A G3BP2 PKN1 COX4I1 HSPB11 NDUFC1 NCL UBE2N PPM1G FAM120A UQCRH COPE UQCRB ATP5MC1 ATP5MC3 PRPF8 FAM168B TEX261 CHD4 TCP1 ERH HNRNPC NDUFA7 DRG1 TMED9 PARK7 SH3BGRL RNF44 DR1 PHB2 SETD3 MORF_HDAC2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_HDAC2 HCCS XRCC5 HNRNPD BMS1 HNRNPR CCT2 SART3 HMGN4 HNRNPM GOT2 NONO DDX18 ATXN10 EIF1AX HNRNPU H2AZ1 U2AF1 LSM2 GNG5 CUL1 CLNS1A EIF3M YARS1 ANAPC5 AIMP2 SRSF1 RFC4 NNT BAZ1B SERBP1 ZWINT EIF2S2 DLD AC118549.1 TRAPPC3 ICE1 MDH1 FUS RAD23A MTX2 PABPC4 ZNF131 PPT1 MTIF2 GPN1 ARFGEF1 MLEC HADHB CTDNEP1 MTCP1 RCHY1 NUDC FH MAP2K2 GARS1 TREX2 EPRS1 AFG3L2 VDAC2 VDAC3 RAD54L EIF4H VDAC1 CCT5 EI24 CCT4 NUP62 UBA2 CHAF1A AHSA1 RTN4 ABCF1 COPS5 VBP1 AP3S1 RTCB CAMKK2 ACAP2 ACTR3 ANKRD17 DNAJC11 ANP32A ATP5PO MMS19 ATP5PF PRPF31 MRPL9 DGUOK GNB1 RRM1 TGDS RUVBL2 THOC2 SRP9 RNPEP SERP1 TUFM PREP MTDH ATG12 UNG SEM1 POLR2I GPAA1 NUFIP1 POLR2C POLR2A G3BP1 SUMO1 SET DDX19A DDX19B PPP2CA BUB1 AATF TCEA1 ACTL6A PAPSS1 FBXW11 BUB3 NSDHL MARS1 SSRP1 IMMT CS PMEL ILF3 SOD1 ETF1 SGTA SDHA SDHB ILF2 MCFD2 YWHAQ ZPR1 DGKZ HNRNPA2B1 KXD1 TXNL4A HNRNPAB NCBP2 XPO1 CHERP XPO6 CAPZA1 SNRNP200 CNOT3 TXLNA PDHB SMNDC1 IDH3G EIF4EBP2 RAD21 STARD7 DNAJC9 TARDBP DNAJC8 AKR7A2 RPN1 SRRM1 HADH GNL2 EIF3I IFRD1 PABPN1 DARS1 STK24 DFFA USP1 MAGOH MTA1 LYPLA1 PPP1CC DDX39A MRPS18B TIAL1 MFAP1 SNRPA VPS26A HSPA9 SNRPE PRPS2 LRPPRC DDX39B CNBP TFAP4 KARS1 TCERG1 DDX46 POLE3 PSMB2 HSPE1 TFDP1 MRPS27 XPOT ZMYM4 FIBP HDDC2 SSB NSD2 NELFA RBMX DOCK3 R3HDM1 EIF4E HDAC2 HDAC1 TOMM70 NDUFV1 DNMT1 XPO7 DUT UBE2E1 C6orf62 PTGES3 UQCRC2 METAP1 PRKAG1 ESD EDC4 NUP188 MTREX CAD DEK PRDX3 CLTC NDUFAF1 BZW1 DKC1 GTF2A2 RANBP1 TM9SF4 SUCLA2 SEC24C PTDSS1 KHDRBS1 TM9SF2 SSBP1 CYCS G3BP2 COQ9 MCM2 NDUFC1 CDK2 MCM6 PPM1G TARS1 FAM120A KRIT1 KHSRP BUB1B NDUFB3 HAT1 PRKDC HCFC1 GCN1 ATP5MC3 SEC63 IARS1 RPA1 ANXA7 RNF126 RPA2 POM121 CDK11A SAFB PRPF8 CEBPZ NAE1 HSPA8 TNPO3 DCTD MSH2 DRG1 SLBP PWP1 RNF44 SON F8A1 MORF_MDM2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MDM2 ADCY3 KLRC4 PVR S100A5 PPP2R5B SYT5 AQP7 RORB EDIL3 ATP2B2 LILRA1 STAC PPP1R1A LILRA4 CFH ABCB10 FAS GNG4 MAP2K7 MAP2K6 STAG1 HTR1E KRR1 PHOX2B MAGI1 CD3E RREB1 MYH2 RXRG PTPRR PTPRS AOC4P CYP2E1 PCM1 TMEM26 BCL2L11 CRHR1 PGM3 CAMK4 CCR3 MLLT10 RYR3 TANC2 ROR2 FBXL4 MAGEA9 OR2B6 CLCN3 PLPPR4 MAGEA8 ZNF132 ARFGEF2 MYT1 PRELID3A EPHB2 ADCYAP1 ITGBL1 CEP162 HCRTR2 SULT4A1 TBXT IFNA1 DMD HNF1A NXPE3 GUCY2F TRIO ZBTB40 MYOZ3 GUCY2C KRT34 ECM2 CSRP3 PAXIP1 COL14A1 NR1I2 MAP2 COX6A2 RBMXL1 DNAJC22 TNK1 ABO SLC15A1 ATP10B CPEB3 GLRA3 GPLD1 WBP4 KRT33A KRT33B NOS2 DNAJC16 SERPINA4 VKORC1 MC5R CALN1 SLC22A6 BRD4 FGF2 MSL3 SRPK3 LPGAT1 ATP4B GPR171 ZNF141 PDE10A PSG1 RBBP7 GMPR CDR1 BNIP1 ZNF134 NHEJ1 CLOCK TBX19 HSD3B2 PHLDB1 CXCL5 POLR2K PART1 RB1CC1 EXOC4 SLC4A8 IGKV7-3 LECT2 ZNF266 SIM2 IL4 FAM153B POLR3F SOAT2 IL5 IL7 TBX5 NTNG2 PHF10 ELAVL2 DRC3 GJB5 TRIM24 CCL16 FZD5 RPS6KA5 ZNF157 P2RY10 SLC16A5 COL19A1 JADE3 ABCC8 ATP6V0A2 FGF18 BMP10 MPZL1 APOBEC1 GRIK1 TSPAN2 IL16 SLC6A2 GABRB2 F2RL1 GRIK5 DMPK FNTB ZSCAN26 SLC2A1 RBMS3 ELOVL6 LGI1 SLC4A3 AC021066.1 TENM4 SLC33A1 SIX6 SPA17 CDKL5 IL11RA TACC2 HOXD4 RNF24 ERC1 AKAP3 TTTY1 DRD1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A BRINP3 TFDP2 RAD51D PRPS1L1 ATF6B SLC46A3 IVL NOVA1 CTRL ABCB9 CACNA2D1 JRKL ABCB1 BRCA1 GCM1 MPZL2 ULK2 ADAM20 H3C6 CPB2 CADM4 RSC1A1 POU6F1 POU6F2 ZNF200 PAX6 ZNF202 AMMECR1 MINDY2 COLGALT2 BARX2 PLEKHB1 PAX9 DGCR9 PAX7 ATP8B1 ITIH3 NCKIPSD FOSL1 NPFF PRKCA KNG1 C1orf216 GLE1 CYP11A1 GPR19 GPR18 CNTN6 IPO9 COQ7 FSHR ARL3 MFN1 HOXC11 PSD MDM2 GPR15 CTSB ZNRD1ASP ZBTB14 SUPT3H TNFRSF25 PPP1R12B NR3C2 IFNW1 CDC73 GPR1 NPAS2 NFAT5 KRT1 KRT2 COL8A1 PLA2R1 ERCC4 DPT PTPRB FLT1 R3HCC1L MSH3 UBE4B ERC2-IT1 MON2 CASP10 DBT ATXN3 NEB SLC17A3 SLC17A1 TSSK2 IFNA14 CYP4F2 GCA MORF_MT4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MT4 SEC31A BTD LTBP4 UTRN AQP5 TMEM11 AQP7 HNRNPL KIFC3 TAF5L DDX11 AGPS SFSWAP LSM1 KRR1 ARC ROCK1 CRYAA PIK3CB HTR4 F7 SUN2 ZNF500 ST13 SSTR5 CRHR2 CLP1 MSX1 CEP350 COLQ RFC1 HTR7 MC2R NEK9 LRCH4 AMFR ADD2 CDK5R2 ALDOC MTX1 CLBA1 CACNB2 MYO9B STK17A PRELID3A JRK FRG1 AANAT TNKS CBARP FCHO1 MLN IKZF1 FDXR KCNJ4 PAXIP1 HMGCS2 WDR62 IPCEF1 COX6A2 RWDD3 RERE NRP2 CCKAR TTC22 NEURL1 ZNF292 LEPROTL1 ARSL LY9 KRT33A GTSE1 SLC24A1 SIK3 MC5R SLC22A6 FANCG MSL3 ZP2 FAM189B KIAA0586 RBBP8 DOK1 KANK2 GRIP2 PARVB CRYBA4 MMP25 ADAM15 TMEM94 POLR2K FUT6 PML ZDHHC18 ZBTB17 SUMO4 ZNF32 BCL2 GPATCH8 ACKR2 HSD17B3 DTNA BRD1 OPRL1 TBX5 AFF2 POLR3D DKK4 ITPR2 ATRX KANK3 SLC16A5 RASSF1 FOXE1 NEUROD2 PHF21A CMA1 OGG1 ATP6V0A2 BMP10 NRTN HAUS5 FOXN3 LMO1 GRIK5 CNOT2 RPS6KB2 IL13 BPHL EEF1AKMT3 JAG1 PRKCSH ZKSCAN3 AAK1 SLC2A1 AC021066.1 SLC4A3 ZNF592 NUDT3 PICK1 TBC1D22A CLPX HOXD4 RNF139 HSPB2 EXTL3 ADAMTSL2 TSPO2 ATP6V1B1 NR2C1 ECE2 ECE1 SLC30A1 PLIN3 TFDP2 SLC30A3 STK19 RUNX1 CTRL PVT1 CSTF3 B4GALT3 SLC6A11 CRAT IKBKE SLC25A11 GPR35 PLK3 RAP1A SLC13A2 ANTXR1 SLC5A2 POU6F1 IMPA1 PNMT CD8B TLN2 PEX6 PLEKHB1 PCBP3 PAX9 SLC22A24 JMJD6 PAX8 PIGB ITIH4 LBP RANBP2 NCKIPSD FOSL1 MT4 LAIR1 TUBGCP4 GLE1 CYP11A1 MPP2 SPEF1 ESR1 SEZ6L PIGR IRF2BP1 ESR2 DAPK2 PCGF1 EML3 KLHL18 CRCP CNTN2 ZNF710 CYP2A6 CPSF4 MOK UGT2B15 TM4SF5 GALNT2 LCOR FRYL TNFRSF25 CAMK2G NFYB NR3C1 CHD9 PSMF1 TTI1 CDK13 INPP5E SH2B1 CHD3 ERCC2 BAHD1 DPT DTX4 FLT1 LTK SLC12A4 NFRKB NF1 FAM189A2 SMC5 DPYSL4 SLC6A9 SLC6A7 LSM12 WIPF2 IRF2 JAK3 SLC18A1 MORF_MSH2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MSH2 HNRNPAB XPO1 METAP1 COPS5 SNRNP200 NUP188 DEK SART3 ALG8 RAD21 HNRNPU PARG RANBP1 SUCLA2 EIF2B4 ATP5PF KHDRBS1 CLNS1A SSBP1 USP1 AIMP2 MCM2 SRSF1 GTF2H1 DDX39A RFC4 BAZ1B MRPS18B RRM1 AC118549.1 RUVBL2 LRPPRC ICE1 UNG POLR2I HAT1 TRRAP GPN1 RPA1 IARS1 G3BP1 SET PSMB2 NAE1 ACTL6A NUDC BUB3 MSH6 SSRP1 MSH2 SOD1 PRPSAP1 CCT5 HDAC2 ILF2 PCNA SPCS2 HNRNPA2B1 CHAF1A POP5 SMC1A MORF_MSH3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MSH3 ADCY3 PVR KLRC4 PPP2R5B SYT5 PITPNA LTBP4 FIG4 CYP2D6 AQP5 AQP7 TMEM11 TAF5L PPP1R1A CFH ABCB10 GNG4 HTR1E KRR1 TNIK PIK3CB RREB1 RXRG AOC4P CYP2E1 ZNF500 FRY CRHR1 PGM3 PCF11 COLQ CAMK4 MLLT10 TANC2 HTR7 PIAS2 SURF2 AMFR MAGEA9 OR2B6 ZNF133 HOXA11 CACNB1 EPHB2 PRELID3A CEP162 JRK SULT4A1 PPP1R3D HNF1A NXPE3 NKRF CNKSR1 KLHDC10 ZBTB40 PAXIP1 NR1I2 SMYD5 COX6A2 POP4 FPR2 ABO NRP2 LEPROTL1 CPEB3 KAZN TTLL5 LY9 PTEN WBP4 KRT33A GTSE1 NOS2 DNAJC16 SERPINA4 SYNJ2 GNPAT MC5R SLC22A6 MSL3 ZBTB22 LPGAT1 PIK3C2A CCNF KIAA0586 PSG1 BRWD1 BNIP1 ZNF134 GRIP2 USP20 ZNF33B CLOCK TBX19 REV3L PHLDB1 POLR2K FUT6 PRIM2 POLA1 DIMT1 GPATCH8 IGKV7-3 HSPA13 FOXD1 ZNF266 SIM2 FAM153B NTNG2 PHF10 AFF2 ELAVL2 GJB5 DRC3 TRIM24 DKK4 KHK RPS6KA5 ATRX ZNF157 SLC16A5 P2RY10 COL19A1 YAF2 JADE3 AMOT USP46 ABCC8 ATP6V0A2 BMP10 FGF18 NRTN IL16 GNA11 GRIK5 IL13 BPHL DMPK FNTB ZSCAN26 OPLAH SLC2A1 SPRED2 PRKACA AC021066.1 SLC4A3 SCAMP1 ZNF592 IQCK SLC33A1 SPA17 CLPX TBC1D22A TMEM184B HOXD4 ERC1 EP400 PPP5C EXTL3 ATP6V1B1 ATF2 NR2C1 PDE6A DOCK1 TFDP2 RAD51D RUNX1 RUNX2 RNF14 CTRL TAF2 ABCB9 CELA2B SMG1 BRCA1 NMT1 IKBKE HABP4 RAP1A CPB2 POU6F1 POU6F2 SULT2B1 AMMECR1 ARHGAP12 BARX2 COLGALT2 PLEKHB1 PIGF PAX9 DGCR9 PAX7 ATP8B1 ITIH3 FOSL1 NPFF NFX1 IFT27 C1orf216 GLE1 GPR19 CYP11A1 GPR18 ESR1 COQ7 FSHR ARL3 MFN1 KLHL18 MDM2 GPR15 CPSF4 ZBTB14 SPAST SUPT3H HCRT FRYL CAMK2G PPP1R12B NFYB CDC73 CPZ HIC2 CHD9 PSMF1 CDYL TTI1 NFAT5 KRT2 INPP5E ERCC4 DPT MSH3 NF1 UBE4B MON2 CASP10 ATXN3 SLC17A3 WIPF2 IRF2 TSSK2 POFUT2 SLC18A1 MORF_NF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_NF1 PVR ADCY3 FGF18 BMP10 NRTN IL16 SYT5 LTBP4 FIG4 CYP2D6 GRIK5 AQP5 HOXD13 IL13 TMEM11 AQP7 GSTM5 FNTB AGPS OPLAH SLC2A1 CFH ABCB10 PRKACA SLC4A3 AC021066.1 KRR1 IRS2 ZNF592 RREB1 PIK3CB RXRG HTR4 PDE4D AOC4P CYP2E1 SP140 IL11RA TBC1D22A ZNF500 FRY MSX1 HTR7 HOXD4 ERC1 MAGEA9 EXTL3 ZNF133 MYO9B STK17A ATP6V1B1 WT1 PRELID3A ADCYAP1 EPHB2 JRK SULT4A1 DOCK1 TFDP2 SLC30A3 NXPE3 CTRL MLN ABCB9 CELA2B SLC6A11 SKI EN2 BRCA1 SLC25A11 PAXIP1 NR1I2 SMYD5 COX6A2 SLC13A2 ABO NRP2 CCKAR POU6F1 SCAPER POU6F2 GPLD1 SULT2B1 LY9 WBP4 KRT33A GTSE1 KRT33B NOS2 DNAJC16 PLEKHB1 COLGALT2 PAX9 ITIH4 PIGB GNPAT MC5R SLC22A6 LBP CEACAM4 FOSL1 MSL3 MT4 NFX1 ZBTB22 IFT27 ZP2 GLE1 CYP11A1 LPGAT1 SPEF1 ESR1 PIGR PSG1 DAPK2 LEFTY1 ARL3 MFN1 KLHL18 GRIP2 CYP2A6 TBX19 FRYL TNFRSF25 POLR2K CAMK2G FUT6 GPR3 BCL2 NFAT5 KRT2 IGKV7-3 GPATCH8 ERCC4 ZNF266 DPT DTNA ETV3 SIM2 DTX4 BRD1 FLT1 MSH3 OPRL1 TBX5 FAM189A2 NF1 NTNG2 ELAVL2 DRC3 AFF2 GJB5 TRIM24 TMPRSS6 DKK4 ITPR2 RPS6KA5 CASP10 P2RY10 KANK3 SLC16A5 SLC6A7 RASSF1 NEUROD2 IRF2 TSSK2 POFUT2 SLC18A1 ABCC8 ATP6V0A2 MORF_PRDX3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PRDX3 HCCS UQCRC2 HNRNPAB ATP5F1D COPS5 AP2S1 CYC1 VBP1 AP3S1 PRDX3 COX5A ALG8 CANX PDHB GLB1 ACTR3 IDH3G STARD7 ATXN10 AKR7A2 H2AZ1 ATP5PO DAP ATP5PD PSMD7 IFRD1 GNG5 NDUFS1 ATP5PF KHDRBS1 SSBP1 CYCS G3BP2 LYPLA1 NDUFC1 SRSF1 TMEM106C PPM1G MRPS18B FAM120A DLD VPS26A KPNA2 SNRPE HSPA9 TRAPPC3 SRP9 MDH1 NDUFB3 TUFM RAD23B MTDH HAX1 RAD23A SEM1 HAT1 PPT1 ATP5MC3 KARS1 HADHA HADHB G3BP1 SUMO1 SET SYPL1 PSMB2 HSPA4 BUB3 NSDHL MAP2K2 CSNK2B AFG3L2 SOD1 PARK7 SDHB CCT5 EI24 HDAC2 NDUFV1 NDUFV2 HNRNPA2B1 ELOC POP5 AHSA1 KXD1 MORF_PCNA http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PCNA HNRNPAB HMGN1 XPO1 CHERP COPS5 SNRNP200 XRCC6 CBX3 SYNCRIP DEK CCT2 CTCF AURKB HNRNPM MTHFD1 NONO PRMT1 RAD21 MCM7 SRSF9 SLC25A3 U2AF1 H2AZ1 NDUFS3 PSMD8 ATP5PF KHDRBS1 SNRPA1 SSBP1 ANP32B RAN USP1 CYCS HSPB11 MCM2 SRSF1 NCL SRSF3 PPM1G C1QBP SNRPE HSPA9 SRP9 SNRPG FUS TUFM UNG POLR2I PCLAF HAT1 ATP5MC1 HPRT1 BANF1 KARS1 G3BP1 SUMO1 PSMB7 SET POLE3 PSMB2 HSPE1 BUB3 FEN1 MSH6 ERH MSH2 TRIM28 CSNK2B UBE2L3 SOD1 EIF4H RBMX FBL PARK7 EEF1E1 UBA2 PCNA YWHAQ HSPD1 HNRNPA2B1 PARP1 SMC1A MORF_PSMC1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PSMC1 HNRNPAB RPP38 HMGN1 CDIPT SEPTIN2 MAEA ATOX1 FAM20B PUF60 EIF5 MORF4L2 RBM4 VPS52 NDUFAB1 STOML2 CBX3 CCT2 COX5A SRP19 TMEM147 RAD21 SMARCD2 RAE1 LSM3 EIF3B SIVA1 EIF3C PPP4C RPL36AL SPTLC1 CAPNS1 HNRNPUL1 GLOD4 RAN YY1 VTI1B CDC123 LAMTOR5 DCTN2 BCAP31 PSMA2 ADRM1 NME2 PPP1CA MAD2L1BP PSMA4 PSMA3 ATP5F1C PAF1 SNRPE SNRPG RAD23B CNBP CNIH1 MRPS11 RER1 NEDD8 ENSA SKP1 ARF5 COIL BANF1 KARS1 VPS72 PSMB5 PSMB4 ATP6V0E1 SYPL1 PSMB1 STX16 COX6B1 TMED10 ARHGDIA AP2M1 ZC3H14 C9orf16 GABARAPL2 ATP5MF EEF1A2 SMG7 JTB GATD3A SAP18 CCT7 RNF6 PSMC6 PSMC5 VCP PSMC4 PSMC3 PSMC2 ARF3 PSMC1 TDG COX6A1 CFDP1 HSD17B10 PDCD6 EIF4E2 ADAR COX11 SEPHS2 CLTA TMEM183A IST1 URM1 COPS5 UTP18 AP2S1 CYC1 CTCF LSS TMBIM6 HSBP1 BUD31 CANX BAG5 FUBP1 AKT1 PRMT1 TSR3 NDUFS3 COX17 PSMD7 NDUFS1 PSMD8 PSMD9 TM9SF1 PPP2R1A HSP90AA1 ANP32B MRPL9 COX4I1 MBD4 CDK7 HARS2 TBCA URI1 RAB5A SLC7A5P1 EEF1D KPNA2 SRP9 UQCRB COMMD4 POLR2H POLR2G PPP6C MTDH SEM1 COX7A2L NDUFB1 SF3B2 GGCT SUMO3 SUMO1 TMED2 CLEC18C ATIC RBM42 PITRM1 ETFA NDUFA2 COX7A2 ERH UBE4A YWHAB DRG1 SOD1 NDUFA1 YWHAE DNPEP GMFB UBR5 PPP1R7 ATP6V1E1 UBA1 DPM1 ELOB PTPA TECR ELOC SEC13 SSNA1 MBTPS1 SETD3 SSR2 CALM1 MORF_PSMC2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PSMC2 NCBP2 HNRNPAB RPP38 ATP6AP2 FAM20B PUF60 MORF4L2 PITPNB EIF5 COX5A SRP19 RAB1A RAD21 RAE1 PGRMC1 RPL36AL BCAP31 SEC61B TIAL1 PSMA3 DLD AC118549.1 PPP2R5E SEC61G GLG1 RAD23B CNBP CNIH1 RER1 NEDD8 ARF5 SKP1 DUSP11 ENSA COIL BANF1 RAB9A KARS1 PSMB4 SYPL1 HTATSF1 RAC1 ATP5MF SMG7 EIF4H RNF6 PSMC6 VCP PSMC2 PSMC1 CFDP1 SPCS2 PDCD6 C6orf62 ZNF410 ADAR METAP1 URM1 IST1 UBXN4 COPS5 HSBP1 CANX BUD31 FUBP1 BAG5 BZW1 COPB2 PRMT1 COPB1 PIGC PSMD7 EBAG9 KIF2A KHDRBS1 CLN3 IK STX4 ATP6V1H COX4I1 MBD4 GTF2H1 ATP6V1F XPA HARS2 XPC FAM120A ARCN1 URI1 RAB5A SRP9 MTDH SEM1 COX7A2L G3BP1 SUMO1 TMED2 CLEC18C RAB11A ETFA SHMT1 YWHAB DRG1 POLR3C DNPEP GMFB PEX11B UBR5 PPP1R7 SDHC SP3 UBA1 DPM1 SEC13 MORF_PSMF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PSMF1 ADCY3 NRTN BTD PPP2R5B SYT5 LTBP4 FIG4 UTRN GRIK5 IL13 TMEM11 BPHL AQP7 FNTB TAF5L SLC4A3 AC021066.1 SCAMP1 KRR1 ZNF592 SLC33A1 PIK3CB TBC1D22A CLPX ZNF500 ST13 PCF11 COLQ HTR7 TANC2 TMEM184B HOXD4 MGA PIAS2 AMFR ERC1 EP400 EXTL3 ZNF133 CACNB1 CACNB2 ARFGEF2 TMCC1 PRELID3A NR2C1 EPHB2 JRK SULT4A1 PPP1R3D NTPCR UPK1A NUMB TFDP2 SLC30A3 RUNX1 RNF14 CTRL NKRF TAF2 CNKSR1 CSTF3 KLHDC10 OARD1 SMG1 BRCA1 IKBKE NMT1 PAXIP1 NR1I2 COX6A2 KIAA0355 POP4 POU6F1 IMPA1 CPEB3 POU6F2 SULT2B1 TTLL5 AMMECR1 PTEN WBP4 KRT33A ARHGAP12 BARX2 PLEKHB1 DNAJC16 PAX9 OSR1 PIGF SLC24A1 ITIH4 MC5R NCKIPSD FOSL1 MSL3 MT4 NFX1 ZBTB22 IFT27 C1orf216 LPGAT1 GPR19 GLE1 ZP2 CYP11A1 CNTN6 MICAL3 ESR1 TBCE KIAA0586 PIGR SEZ6L DAPK2 RBBP8 MFN1 WDR47 KLHL18 BNIP1 ZNF134 KANK2 GPR15 GRIP2 ZNF710 CPSF4 PARVB SPAST TBX19 REV3L TMEM94 FRYL POLR2K CAMK2G FUT6 NFYB ZBTB17 DIMT1 ZNF32 CHD9 PSMF1 SLC35B1 CDYL TTI1 GPATCH8 INPP5E CDK13 CHD3 ERCC2 DTNA DPT BRD1 MSH3 UBE4B PHF10 NTNG2 GJB5 TRIM24 RPS6KA5 ATRX P2RY10 KANK3 SLC16A5 OR2F1 GSK3B PHF21A WIPF2 POFUT2 ATP6V0A2 MORF_PRKDC http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PRKDC XRCC5 XPO1 XPO6 THOP1 SNRNP200 BMS1 CAPZA1 HNRNPD PKMYT1 HNRNPR CNOT1 TXLNA CDC16 HMGN4 PDHB HNRNPL GOT2 NONO DDX18 STARD7 ATXN10 CDKN2C EIF1AX HNRNPU DNAJC8 RPN1 AKR7A2 SRRM1 LSM2 IFRD2 GNL2 HADH GNG5 EIF3I PABPN1 YARS1 NUDT1 ANAPC5 DFFA USP1 PPP1CC PWP2 DDX39A PSMA1 RFC4 MRPS18B BAZ1B ZWINT EIF2S2 PGM1 SNRPA SEPTIN7 LRPPRC PRPS2 DEAF1 TFAP4 DIAPH1 RAD23A ZNF131 PABPC4 TRRAP GPN1 MLEC PIN1 ARIH2 DDX46 NAGA NPM3 CTDNEP1 SCARB1 MTCP1 NUDC TFDP1 FH MRPS27 TREX2 ARID3A GARS1 AK2 EPRS1 NSD2 SSB AFG3L2 VDAC2 RAD54L VDAC3 IDH3A SREBF2 UPF3A PPIE EI24 CCT5 CCT4 HDAC2 NUP62 SMARCC1 MZF1 DNMT1 CHAF1A XPO7 DUT BMI1 ABCF1 PDIA3 TIMM17A TCOF1 ALG3 ESD NUP188 MTREX CAD CAMKK2 ANKRD17 DKC1 DNAJC11 GTF2A2 PSMD2 ANP32A PSMD3 ATP5PO PTDSS1 LBR MMS19 USP14 BRD8 KHDRBS1 CDC7 PRPF31 TM9SF2 SSBP1 DDB1 PLPBP COQ9 MCM2 MCM3 CDK2 SRPK1 NSUN5P2 MCM5 MCM6 TARS1 GNB1 RRM1 KHSRP BUB1B RUVBL2 RUVBL1 RNPEP GPAA1 LANCL1 HCFC1 PRKDC VARS1 ATP5MC3 SEC63 POLR2A IARS1 RPA2 TYMS POM121 WDR18 CDK11A PRPF8 DDX19B SAFB CEBPZ ACTL6A TCEA1 NAE1 AATF RPIA BUB3 MARS1 TRIP13 TNPO3 DCTD SSRP1 TCP1 SHMT2 IMMT CS SLBP ILF2 MCFD2 ZPR1 TUBA3C YWHAQ HNRNPA2B1 KXD1 TXNL4A MORF_RAD21 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAD21 HMGN1 HNRNPAB COA1 PUF60 FAM20B MORF4L2 SNRNP200 SYNCRIP CBX3 STOML2 CCT2 COX5A SRP19 HNRNPM RAB1A SMNDC1 NONO RAD21 STARD7 SMARCD2 HNRNPU SRSF9 U2AF1 H2AZ1 LSM3 EIF3C IFRD1 CUL1 RPL36AL DARS1 RBL2 RAN USP1 MTA1 LYPLA1 COX6C DCTN2 BCAP31 PSMA2 PPP1CA TIAL1 PSMA4 DLD ATP5F1C AC118549.1 HSPA9 SNRPE SEC61G SNRPG MDH1 RAD23B CNBP CNIH1 COX7B ENSA SKP1 BANF1 COIL KARS1 PSMB4 KBTBD2 PSMB7 SYPL1 POLE3 HTATSF1 RAC1 PSMB2 UBAP2L ATP5MF MAML1 SMG7 GATD3A UBE2L3 PRPSAP1 WIPI2 RBMX EIF4H PSMC6 HDAC2 PSMC2 UBA2 PSMC1 PRKAR1A PCNA RHEB COX6A1 CFDP1 SPCS2 PDCD6 UBE2E1 C6orf62 UQCRC2 METAP1 IST1 COPS5 UTP18 CYC1 AP3S1 CTCF DEK TMBIM6 CANX BUD31 BZW1 PRMT1 COPB1 SLC25A3 NDUFS3 PSMD7 PSMD8 NDUFS1 ATP5PF EBAG9 KIF2A KHDRBS1 IK HSP90AA1 ANP32B SSBP1 MRPL9 COX4I1 HSPB11 MBD4 TAF11 C1QBP FAM120A TBCA ARCN1 EEF1D KPNA2 SRP9 UQCRB POLR2G NACA MTDH POLR2I SEM1 PCLAF HAT1 COX7A2L HPRT1 SF3B2 G3BP1 SUMO3 RPA1 SUMO2 SUMO1 SET TMED2 PPP2CA FBXW11 HSPA8 ETFA SHMT1 NDUFA5 GDI2 HNRNPC MSH2 CSNK2B YWHAB ILF3 DRG1 SOD1 PARK7 DNPEP SDHA GMFB UBR5 CUX1 PPP1R7 ILF2 TPGS2 SP3 YWHAQ DPM1 HNRNPA2B1 SEC13 ELOC MORF_RAD23A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAD23A XRCC5 HCCS KIFC1 PUF60 THOP1 HNRNPD XRCC6 HNRNPR CCT2 CDC16 HNRNPM NONO GOT2 H2AZ2 DHX38 ATXN10 EIF1AX SRSF9 HNRNPU H2AZ1 U2AF1 LSM4 LSM2 NSMAF GNG5 YARS1 ANAPC5 RAN CDC123 ESPL1 SRSF1 RFC4 BAZ1B ZWINT EIF2S2 SRP72 TRAPPC3 ICE1 MDH1 DEAF1 FUS LMNB2 RAD23A PABPC4 ZNF131 PPT1 GPN1 ACP1 HADHA HADHB CTDNEP1 MTCP1 NUDC FH MAP2K2 DDX1 GARS1 JTB TREX2 EPRS1 UBE2L3 AFG3L2 VDAC2 EIF4H VDAC3 PTPN11 VDAC1 CCT7 UPF3A HYOU1 CCT5 EI24 UBA2 ARF3 RHEB AHSA1 ATP5F1D NARS1 COPS5 AP2S1 VBP1 AP3S1 PDIA6 RTCB EIF3K CANX ACTR3 CIAO1 DYNLL1 MGRN1 DNAJC11 SLC25A3 ANP32A ATP5PO CAP1 ATP5PF PRPF31 CTBP1 RBBP4 ANP32B SLC3A2 MRPL9 DGUOK GMPS TAF11 GNB2 GNB1 NUP205 EIF4A1 TOMM20 RUVBL2 RNPEP SERP1 TUFM PREP GANAB MTDH SEM1 POLR2I GPAA1 POLA2 SF3B2 POLR2A SUMO2 SUMO1 SET MDC1 DDX19A DHCR7 DDX19B DHX15 AP3D1 TCEA1 AATF PCMT1 RPIA PAPSS1 BUB3 NSDHL IMMT PMEL CS TRIM28 CSNK2B ACLY ILF3 SF3A2 SOD1 SF3A1 SDHA SDHB ILF2 SDHD YWHAQ TUBA3C CALM3 DGKZ HNRNPA2B1 ELOC TXNL4A KXD1 HNRNPAB XPO1 CHERP ATP6AP1 SNRNP200 CAPZA1 CBX3 UBAC1 PDHB SMNDC1 IDH3G EIF4EBP2 STARD7 SMARCD2 DNAJC9 TARDBP DNAJC8 AKR7A2 RPN1 SRRM1 EIF3E EIF3B EIF3H HADH IFRD1 DDOST EIF3I PABPN1 SNRPA1 SCAMP3 NUDT1 DARS1 HNRNPUL1 MAGOH ERP29 NRDC LYPLA1 PPP1CC BCAP31 RSL1D1 DDX39A MRPS18B TIAL1 CLPP SNRPA MFAP1 FARSA PIEZO1 SNRPE VPS26A BAG6 HSPA9 LRPPRC PRPS2 DDX39B CHMP2A HAX1 DIAPH1 MRPS12 HDGF SNX3 SKP1 KARS1 NAA10 TTC1 PSMB7 RO60 DDX49 POLE3 PSMB2 NPM3 GLO1 UBAP2L TFDP1 XPOT TBL3 FIBP HDDC2 IDH3B AK2 SSB NSD2 RNPS1 RBMX DOCK3 SREBF2 PPIF R3HDM1 PPIE PPIG HDAC2 HDAC1 TOMM70 SMARCC1 NDUFV1 PPID LAGE3 NDUFV2 DNMT1 WDR1 XPO7 SMC1A DUT PRRC2C PTGES3 CLTA UQCRC1 CYC1 ESD EDC4 CAD DEK MTREX NUP188 PRDX3 UQCRFS1 LARP1 GLB1 SLC1A5 BZW1 NDUFS5 ACOT7 NDUFS4 DKC1 NDUFS8 GTF2A2 SEC24C NDUFS3 CSK PTDSS1 IMPDH1 NDUFS2 KHDRBS1 IRAK1 TM9SF2 PPP2R1A SSBP1 CYCS G3BP2 PKN1 NDUFC1 MCM2 MCM3 NCL MCM6 UBE2N PPM1G TARS1 FAM120A UQCRH KRIT1 KHSRP MAPRE1 COPE NDUFB3 PCLAF PRKDC HAT1 ATP5MC1 GCN1 ATP5MC3 IARS1 TYMS RNF126 ERCC5 POM121 SAFB PRPF8 CEBPZ FAM168B CHD4 TEX261 TERF1 TNPO3 DCTD TCP1 HNRNPC NDUFA7 DRG1 TMED9 PARK7 FBL SLBP F8A1 DR1 PHB2 MORF_RAD23B http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAD23B HNRNPAB RPP38 COA1 ATOX1 RUSC1 FAM20B MORF4L2 EIF5 NDUFAB1 STOML2 SART3 SRP19 COX5A RAB1A TMEM147 RAD21 PGRMC1 LSM3 DAP EIF2B2 EIF2B4 RPL36AL SPTLC1 MTA1 VTI1B LYPLA1 DCTN2 BCAP31 PSMA2 TMEM106C PPP1CA MAD2L1BP MAPK6 RFK RARS1 PSMA3 DLD AC118549.1 HSPA9 TRAPPC3 SEC61G MDH1 SNRPG RAD23B CNBP CNIH1 RER1 NEDD8 ENSA SKP1 BANF1 COIL RAB9A VPS72 KARS1 PSMB5 PSMB4 SYPL1 PSMB6 RAC1 PSMB2 UBAP2L TMEM97 ATP5MF MAML1 SMG7 GATD3A DDX1 PRPSAP1 RNF6 PSMC6 VCP ATP2A2 PSMC4 PSMC3 ARF3 PSMC2 PSMC1 PRKAR1A CFDP1 SPCS2 POP5 PDCD6 EIF4E2 C6orf62 ADAR SEPHS2 URM1 COPS5 UTP18 AP2S1 CYC1 LSS TMBIM6 PRDX3 HSBP1 ALG8 CANX BUD31 BAG5 BZW1 COPB2 PRMT1 PARG SLC25A1 USP10 PSMD7 NDUFS1 PSMD8 ATP5PF EBAG9 PSMD9 KIF2A KHDRBS1 CLN3 PPP2R1A SSBP1 SARS1 CYCS ATP6V1H COX4I1 MBD4 HARS2 XPC FAM120A TBCA ARCN1 URI1 RAB5A KPNA2 SRP9 DYNC1I2 PPP2R2A PPP6C MTDH UNG POLR2I SEM1 HAT1 PDAP1 SF3B2 RPA1 G3BP1 GGCT SUMO1 SET TMED2 HSPA4 FBXW11 NSDHL ETFA SHMT1 UBE4A YWHAB CSNK2B SOD1 YWHAE DNPEP SDHA GMFB PEX11B COG4 UBR5 PPP1R7 GSPT1 SDHC TPGS2 SP3 UBA1 ELOB DPM1 PTPA SEC13 ELOC CRK MORF_RAD51L3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAD51L3 KLRC4 PPP2R5B MASP2 CYP2D6 RORB ADGRL2 HTR1B PPP1R1A FAS GNG4 MAP2K7 HTR1E STAG1 KRR1 PHOX2B TNIK MAGI1 PDPN PIK3CB RREB1 MYH2 PTPRR RXRG PTPRS AOC4P CYP2E1 PCM1 BCL2L11 RYR3 RYR1 ROR2 MAGEA9 MAGEA8 ZNF132 ZNF133 CACNB1 ARFGEF2 CEP162 ADCYAP1 HCRTR2 HSPA1L SULT4A1 IFNA2 TBXT IFNA1 HNF1A IFNA8 GUCY2F GUCY2C COL14A1 MAP2 CDC42BPA DNAJC22 RGS7 RBMXL1 PAPPA2 TNK1 TLL1 ATP10B CYP2C19 GLRA3 KRT33A SERPINA4 SYNJ2 MC5R SLC22A6 BRD4 IL13RA1 FGF2 SRPK3 ZP2 PIK3C2A ZNF141 PDE10A BRWD1 BNIP1 ZNF134 USP20 ZNF33B NHEJ1 HSD3B2 PHLDB1 REPS2 PART1 PCDHB17P HAAO SLC4A8 EXOC4 DAZL HTR3A ZNF266 SIM2 FAM153B IL4 SOAT2 FLRT2 IL5 IL7 PHF10 NTNG2 ELAVL2 DRC3 TRIM24 CCL16 RPS6KA5 ZNF157 P2RY10 JADE3 LRP6 USP46 HTR2C LRP4 BMP10 MPZL1 GRIK1 IL16 TSPAN2 GRIK5 IL13 FNTB SLC33A1 PDE4D SIX6 IL11RA TACC2 MGA CAMTA1 DRD1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A LPAR4 FGA BRINP3 TFDP2 B4GALT6 CACNA2D1 JRKL ABCB1 MPZL2 ADRA1A ADAM20 H3C6 ADAM22 CPB2 DDX52 OCM PAX6 ZNF200 ZNF202 AMMECR1 BARX2 COLGALT2 PAX9 CCN6 PAX7 SCN7A FOSL1 KNG1 C1orf216 GPR19 GPR18 CNTN6 IPO9 ARL3 HOXC11 PPM1E GPR15 CA3 ZNRD1ASP NR3C2 CDC73 TSHB CDH4 CDH8 NEDD4L COL8A1 R3HCC1L ISL1 DBT NEB GCA SLC14A2 PVR ADCY3 EDN3 S100A5 SYT5 FIG4 AQP7 EDIL3 TPD52 ATP2B2 LILRA1 STAC LILRA4 CFH ABCB10 SGPL1 CD3E TMEM26 FAM13A FRY CRHR1 PGM3 CAMK4 CCR3 MLLT10 TANC2 FBXL4 OR2B6 CLCN3 PLPPR4 MYT1 PRELID3A EPHB2 ITGBL1 DMD GYS2 NXPE3 VPS35L SMYD3 ZBTB40 TRIO TPD52L1 ECM2 MYOZ3 KRT34 KDR SEMA6A PAXIP1 NR1I2 NOTCH4 COX6A2 CHRNB4 HEPH ABO SLC15A1 CPEB3 GYPA WBP4 NOS2 DNAJC16 CALN1 VSTM4 MSL3 NR2F1 LPGAT1 ATP4B GPR171 PSG1 RBBP7 SLC26A4 CDR1 SGCD TBX19 CXCL5 POLR2K PRIM2 RB1CC1 SPATA2 IGKV7-3 FUT1 LECT2 POLR3F GJB5 AFF2 BIRC5 FZD5 SLC16A5 COL19A1 ABCC8 ATP6V0A2 LOR F2RL3 FGF18 NRTN APOBEC1 SLC6A2 GABRB2 F2RL1 TTN GHRHR DMPK STARD5 ZSCAN26 RBMS3 LGI1 SLC4A4 SLC4A3 AC021066.1 TENM4 SOCS6 SPA17 CDKL5 ACKR1 HOXD4 RNF24 ERC1 ASB4 AKAP3 TTTY1 RAD51D PRPS1L1 ATF6B SLC46A3 RUNX2 IVL NOVA1 CTRL GABRA1 CELA2B ITGA2 BRCA1 GCM1 HOXB7 ULK2 HABP4 RSC1A1 CADM4 POU6F1 CD8A OPCML POU6F2 MINDY2 PDCD1 PLEKHB1 DGCR9 ITIH1 ATP8B1 NCKIPSD ITIH3 KLHL23 NPFF PRKCA NOL4 GLE1 CYP11A1 MPP3 OTC LDB3 COQ7 FSHR CHST1 MFN1 EYA1 PSD C2orf27A MDM2 CTSB KPNA1 ZBTB14 SUPT3H PPP1R12B IFNW1 GPR1 CPZ NPAS2 SPRR2C MAP3K1 NFAT5 KRT2 PLA2R1 ERCC4 THPO PTPRB FAM110B MSH3 UBE4B IFNA10 ERC2-IT1 PTPN20 OR10H3 MON2 SLC17A7 CASP10 ATXN3 SLC17A3 ANXA10 SLC17A1 ATP8A2 TSSK2 IFNA14 POFUT2 CYP4F2 SLC18A1 MORF_RAD54L http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAD54L XPO6 THOP1 BMS1 PKMYT1 TXLNA HNRNPL GOT2 DDX18 SFSWAP SRRM1 LSM2 HADH IFRD2 GNL2 EIF3I PABPN1 YARS1 DFFA PWP2 DDX39A RFC4 BAZ1B RFC1 ZWINT PGM1 EIF2S2 LRPPRC PABPC4 ZNF131 TRRAP MLEC ARIH2 DDX46 NAGA SCARB1 NUDC TFDP1 ARID3A TREX2 GARS1 EPRS1 SSB NSD2 AFG3L2 RAD54L VDAC3 IDH3A HDAC2 CCT4 NUP62 MZF1 GLMN DNMT1 CHAF1A XPO7 ABCF1 TCOF1 ALG3 ESD CAD NUP188 MTREX DNAJC11 GTF2A2 MMS19 USP14 CDC7 TM9SF2 SSBP1 PLPBP MCM2 SRPK1 TARS1 RRM1 KHSRP BUB1B RUVBL2 THOC2 PREP LANCL1 PRKDC VARS1 SEC63 POLR2A IARS1 RPA2 POM121 CDK11A PRPF8 SAFB CEBPZ ACTL6A NAE1 MARS1 TNPO3 TRIP13 SSRP1 IMMT CS SGTA MCFD2 ZPR1 KIF20B HNRNPA2B1 MORF_RFC1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RFC1 XPO6 BMS1 EIF5B PKMYT1 CNOT1 EEF1AKMT3 PRKCSH HMGN4 HNRNPL CUL2 SFSWAP DNAJC8 DNAJC7 GNL2 NUDT3 TAZ PSD4 ORC1 CLPX MGAT1 PITPNM1 RFC1 HTR7 SEPTIN7 HLTF TFAP4 ZNF131 EXTL2 MLEC ARIH2 DDX46 FRG1 KATNA1 PLIN3 CSTF3 B4GALT3 ZMYM4 RTCA ARID3A ATP11B INTS10 RAD54L IDH3A ATM CCT4 EIF4E NUP62 WDR62 MZF1 RAP1A GLMN RERE BMI1 LEPROTL1 IMPA1 UBXN7 NDST1 PRKAG1 TCOF1 NUP188 PEX3 ACAP2 PCBP3 ASH2L P4HA1 TPP2 GTF2A2 PIGB SIK3 RANBP2 FANCG USP14 MT4 MMS19 CDC7 LAIR1 LDB1 GTF2H3 PLPBP LPIN1 PCGF1 RBBP8 MFN2 DOK1 KDM3B CPSF4 THOC2 ADAM15 TMEM94 FRYL LANCL1 VARS1 POLR2C SUMO4 SEC63 POLR2A CHD9 CDK11A SH2B1 ERCC2 BAHD1 MARS1 NFRKB FAM189A2 SMC5 TRIM27 ZPR1 LSM12 MORF_RFC4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RFC4 NCBP2 HCCS HNRNPAB XPO1 SNRNP200 HNRNPR PDHB GOT2 NONO DDX18 ATXN10 DNAJC9 HNRNPU AKR7A2 H2AZ1 SRRM1 LSM2 HADH IFRD1 CCNA2 EIF3I YARS1 STK24 USP1 ESPL1 LYPLA1 SRSF1 PPP1CC DDX39A RFC3 RFC4 NDC80 MRPS18B BAZ1B SPAG5 ZWINT EIF2S2 SNRPA PRPS2 LRPPRC ICE1 MTX2 RAD23A ZNF131 PABPC4 PPT1 TRRAP GPN1 MLEC PSMB2 HSPE1 MTCP1 NUDC TFDP1 FH MRPS27 XPOT HDDC2 GARS1 TREX2 EPRS1 NSD2 SSB VDAC2 AFG3L2 VDAC3 RAD54L DOCK3 VDAC1 R3HDM1 CCT5 EI24 HDAC2 CCT4 TOMM70 DNMT1 CHAF1A XPO7 DUT ABCF1 PTGES3 METAP1 ALG3 ESD NUP188 CAD DEK MTREX DKC1 DNAJC11 GTF2A2 ATP5PO TOP2A MMS19 ATP5PF KIF14 KHDRBS1 SSBP1 CYCS DGUOK MCM2 MCM3 SRPK1 MCM6 TARS1 PPM1G TGDS RRM1 KHSRP BUB1B RUVBL2 UBE2S SERP1 NDUFB3 UNG PRKDC HAT1 ATP5MC3 SEC63 HMMR IARS1 RPA1 TYMS POM121 SET CDK11A SAFB DDX19B BUB1 CEBPZ ACTL6A TCEA1 NAE1 BUB3 TNPO3 TRIP13 MARS1 SSRP1 SHMT2 IMMT MSH2 NASP PMEL CS SLBP SDHA ILF2 MCFD2 ZPR1 HNRNPA2B1 KXD1 MORF_RFC5 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RFC5 KAZN ZNF200 EIF5B GRIK5 KRT33A MUTYH PLEKHB1 DNAJC16 PAX7 TPP2 SLC2A1 SYNJ2 ARHGAP11A NCKIPSD AC021066.1 MYC FOSL1 SLC4A3 NFX1 SCAMP1 SIGMAR1 C1orf216 CYP11A1 GLE1 LPGAT1 NUDT13 CCNF GTF2H3 ERAL1 CLPX CRHR1 RFC5 TAF12 COLQ KANK2 GRIP2 GPR15 AMFR EP400 ZBTB14 PPP5C KYAT1 POLR2K FRYL TNFRSF25 CAMK2G POLA1 UBE2V2 ZNF330 PRELID3A JRK CHD9 NTPCR TTI1 MMACHC RUNX1 DPT NKRF TAF2 MLN CSTF3 CEP135 TAF5 NFRKB UBE4B TRIM27 FDXR PHF10 SMG1 AFF2 BRCA1 ATRX PAXIP1 SLC16A5 WDR62 IPCEF1 HABP4 MPHOSPH6 MORF_RPA1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RPA1 NCBP2 HNRNPAB METAP1 COPS5 SNRNP200 SYNCRIP DEK NUP188 SART3 PRMT1 RAD21 HNRNPU PARG PSMD7 EIF2B4 KHDRBS1 CLNS1A IK USP1 MTA1 LYPLA1 CYB5B AIMP2 GTF2H1 TMEM106C DDX39A RFC4 AC118549.1 ICE1 RAD23B UNG POLR2I GPAA1 HAT1 COIL KARS1 RPA1 G3BP1 SUMO1 PSMB6 SET POLE3 RAC1 ACTL6A FBXW11 HSPA8 SHMT1 MSH2 PRPSAP1 SOD1 RBMX PWP1 SDHA HDAC2 ILF2 SP3 YWHAQ CFDP1 SPCS2 HNRNPA2B1 POP5 MORF_RPA2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RPA2 LDHA THOP1 HNRNPD OGDH HMGN4 HNRNPL NONO EIF6 DDX18 DDX11 EIF1AX SFSWAP WWOX EIF3M MCRS1 RXRB ORC1 MGAT1 PITPNM1 EIF2S2 ADSL ZC3H15 ZNF131 MTX1 FKBP15 DEXI MLEC ARIH2 CTDNEP1 ALDH4A1 PHB FDXR AFG3L2 RAD54L VDAC3 DCAF7 CCT4 NUP62 GRK6 PARP2 COPS6 TIMM17A TCOF1 AP3S1 RTCB NAP1L4 PMS2P3 USP19 PARN ASH2L USP11 FANCG BRD8 AP3B1 AGPAT1 PRPF31 FAM189B MRPL9 GTF2H3 PFDN1 CRYBA4 ADAM15 MAP3K11 SERP1 USP5 GPAA1 LANCL1 POLA2 SUMO4 POLR2A SUMO2 WDR18 ATXN2L TCEA1 PCMT1 AATF BUB3 IMMT CS PPP1R10 RPS6KA3 ILF2 GSK3A YWHAQ ZPR1 HNRNPA2B1 PGK1 CALM2 KXD1 XPO1 XPO6 SNRNP200 CAPZA1 PKMYT1 CNP CNOT1 TXLNA PRKCSH SMNDC1 CNOT4 CSNK2A1 GHITM DNAJC8 SMARCD1 RPN1 SRRM1 IFRD2 EIF3I KHNYN PABPN1 NUDT1 NUDT3 TAZ PSD4 PSMA1 VAMP3 MVK SEPTIN7 LRPPRC ARL6IP1 GRB2 DIAPH1 ELK1 ARPC4 PDE6D DDX49 PLIN3 DYRK2 PTPN9 B4GALT3 EPAS1 ZMYM4 CELA2A RPRD2 SREBF2 PPIF CAPRIN1 PPIE HDAC2 OTUB1 GTF2F1 SMARCC1 IKBKG SMARCC2 ABL1 XPO7 BMI1 PRPH METAP1 E2F4 NDST1 PRKAG1 CLSTN1 NUP188 CAD MEN1 PCBP3 GTF2A2 PSMD2 CSK CASP2 KHDRBS1 DDB1 COQ9 PLPBP MCM2 M6PR CDK2 NELFB ESYT1 MFN2 EML3 CNTN1 KDM3B CNPPD1 PRKDC VARS1 RPA2 PRPF8 TEX261 EBP NFRKB DRG1 IGSF9B TMED9 CDC25C PWP1 ZBED1 TSFM PHB2 LSM12 MORF_RRM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RRM1 XRCC5 XPO1 CHERP SNRNP200 HNRNPD HNRNPR HNRNPM NONO GOT2 DNAJC9 HNRNPU H2AZ1 SRRM1 LSM2 HADH YARS1 NUDT1 USP1 ESPL1 SRSF1 PPP1CC RFC4 BAZ1B SPAG5 ZWINT SNRPA MFAP1 STMN1 LRPPRC LMNB2 PABPC4 GPN1 TRA2B HSPE1 NUDC FH TFDP1 HDDC2 NSD2 VDAC2 AFG3L2 RAD54L VDAC1 R3HDM1 CCT5 HDAC2 TOMM70 DNMT1 CHAF1A PARP1 SMC1A DUT PTGES3 ESD MTREX RMND5A DLGAP5 GTF2A2 ANP32A ATP5PO LBR ATP5PF KHDRBS1 KIF11 SSBP1 G3BP2 MCM2 MCM3 MCM6 TARS1 PPM1G GNB1 RRM1 KHSRP RUVBL2 MAPRE1 NDUFB3 HCFC1 HAT1 PRKDC ATP5MC3 IARS1 TYMS POM121 SAFB BUB1 NAE1 BUB3 FEN1 SSRP1 TCP1 IMMT MSH2 NASP CS PMEL CENPF SMC3 SLBP TUBA3C HNRNPA2B1 TXNL4A MORF_STK17A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_STK17A PVR ADCY3 BMP10 NRTN S100A5 SYT5 LTBP4 CYP2D6 FIG4 GRIK5 AQP5 IL13 RPS6KB2 AQP7 TMEM11 JAG1 FNTB HTR1B ZKSCAN3 SLC2A1 PRKACA KAT8 SLC4A3 AC021066.1 TENM4 SCAMP1 KRR1 ZNF592 MAGI1 CD3E SLC33A1 PIK3CB HTR4 SIX3 RXRG AOC4P CYP2E1 TBC1D22A ZNF500 CRHR1 SSTR5 MSX1 COLQ HTR7 HOXD4 MC2R AMFR MAGEA9 EXTL3 MYO9B ABCA1 STK17A KCNA5 MYT1 WT1 ADCYAP1 EPHB2 PRELID3A JRK TBXT SULT4A1 NTPCR DOCK1 TFDP2 TNKS HNF1A SLC30A3 NXPE3 SLC46A3 IVL CTRL CNKSR1 ABCB9 SLC6A11 ZBTB40 IKBKE PAXIP1 COX6A2 ADAM20 SLC13A2 ABO POU6F1 CCKAR OSBP SCAPER POU6F2 AMMECR1 KRT33A SDC3 NOS2 DNAJC16 PLEKHB1 PAX9 SLC22A24 DGCR9 PAX7 SLC24A1 PIGB ITIH4 VKORC1 GNPAT MC5R SYNJ2 SLC22A6 NCKIPSD MYC FOSL1 MT4 NPFF MSL3 NR2F1 ZBTB22 C1orf216 TUBGCP4 GLE1 CYP11A1 PIK3C2A SPEF1 ESR1 PIGR SEZ6L DAPK2 RBBP8 ARL3 MFN1 KLHL18 BNIP1 KANK2 GRIP2 GPR15 ZBTB14 CLOCK TBX19 TMEM94 POLR2K TNFRSF25 FUT6 CAMK2G CPZ BCL2 GPATCH8 CD6 DPT DTNA SIM2 BAHD1 DTX4 BRD1 FLT1 CEP135 OPRL1 TBX5 NF1 FAM189A2 AFF2 GJB5 DRC3 ELAVL2 TMPRSS6 DKK4 ITPR2 CASP10 ZNF157 P2RY10 SLC16A5 KANK3 COL19A1 RASSF1 CMA1 POFUT2 SLC18A1 ATP6V0A2 MORF_SMC1L1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_SMC1L1 HNRNPAB PRRC2C XPO1 CHERP COPS5 HNRNPD SNRNP200 XRCC6 HNRNPR CBX3 SYNCRIP DEK CCT2 CTCF HNRNPM NONO MCM7 STARD7 TARDBP EIF1AX HNRNPU H2AZ1 NDUFS3 ATP5PF KHDRBS1 ANAPC5 USP1 G3BP2 HSPB11 SRSF1 NCL RRM1 ICE1 SMARCA4 DDX39B CNBP RAD23A HAT1 GPN1 G3BP1 SET POLE3 TRA2B BUB3 MSH6 GDI2 MSH2 NASP TRIM28 ACLY UBE2L3 EIF4H RBMX SLBP R3HDM1 HDAC1 UBA2 PCNA HNRNPA2B1 SMC1A PARP1 MORF_SP3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_SP3 RTN4 METAP1 UBXN4 COPS5 UTP18 SNRNP200 DEK CANX SMNDC1 NONO BAG5 BZW1 RAD21 STARD7 ZNF146 PARG PUM2 RAB6A PSMD7 EIF2B4 EBAG9 KHDRBS1 IK RBL2 POGZ G3BP2 LYPLA1 GTF2H1 FAM120A TIAL1 ARCN1 URI1 AC118549.1 PPP2R5E VGLL4 SRP9 DYNC1I2 TRAPPC3 MDH1 SERP1 RAD23B CNBP MTDH SEM1 COX7A2L ARPC5 GPN1 COIL RPA1 G3BP1 PSMB4 SUMO2 SUMO1 SYPL1 SET TMED2 RAC1 FBXW11 YWHAB DRG1 MARCHF7 PRPSAP1 EIF4H DNPEP GMFB ATXN2 UBR5 PHF3 PPP1R7 SP3 PSMC2 PRKAR1A YWHAQ HNRNPA2B1 SPCS2 CALM2 C6orf62 DAP3 MORF_SOD1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_SOD1 HCCS HMGN1 COA1 FAM20B PUF60 MPV17 STOML2 CCT2 CCT3 SART3 NONO TMEM147 ATXN10 HNRNPU SRSF9 U2AF1 H2AZ1 LSM4 LSM3 LSM2 EIF2B4 CLNS1A ANAPC5 RAN CDC123 AIMP2 SRSF1 DCTN2 PPP1CA HUWE1 NME1 RARS1 DLD AC118549.1 TRAPPC3 MDH1 FUS RAD23B CNIH1 RAD23A GPN1 BANF1 HADHB SYPL1 RAC1 CTDNEP1 NUDC ZNRD2 MAP2K2 MAML1 DDX1 CDC23 AFG3L2 UBE2L3 VDAC2 EIF4H PTPN11 VDAC1 CCT7 EI24 CCT5 UBA2 ARF3 PCNA COX6A1 RHEB POP5 AHSA1 ATP5F1D RTN4 COPS5 UTP18 AP2S1 VBP1 TMBIM6 HSBP1 CANX MTHFD1 DYNLL1 SLC25A3 ATP5PO ATP5PD ATP5PF PRPF31 MRPL3 ANP32B SLC3A2 MRPL9 DGUOK TAF11 ACOT13 RUVBL2 SRP9 TUFM MTDH GANAB UNG SEM1 POLR2I GPAA1 SF3B2 GGCT G3BP1 SUMO1 SET DHX16 FBXW11 BUB3 FEN1 ETFA NSDHL TRIM28 CS YWHAB CSNK2B ACLY ILF3 SOD1 YWHAE SDHA CCNB1 ILF2 PPP1R7 EEF1E1 YWHAQ CALM3 ELOC HNRNPA2B1 KXD1 HNRNPAB CHERP ATOX1 MORF4L2 SNRNP200 NDUFAB1 CBX3 COX5A PDHB RAD21 STARD7 SMARCD2 PGRMC1 TARDBP AKR7A2 EIF3B SLC4A2 EIF3C DAP EIF3I IFRD1 SNRPA1 SCAMP3 DARS1 MAGOH MTA1 LYPLA1 BCAP31 COX6C TMEM106C PSMA2 MRPS18B PSMA4 PSMA3 MFAP1 SNRPA HSPA9 VPS26A SNRPE LRPPRC PRPS2 SEC61G SNRPG CNBP HAX1 COX7B NEDD8 SKP1 ENSA KARS1 PSMB4 PSMB7 NHP2 PSMB6 PSMB1 DDX49 POLE3 PSMB2 UBAP2L HSPE1 GLO1 AP2M1 XPOT ATP5MF TBL3 FIBP SMG7 FDPS GATD3A SSB RBMX DOCK3 HDAC2 TOMM70 NDUFV1 NDUFV2 PSMC1 PRKAR1A CFDP1 HSPD1 SPCS2 XPO7 PDCD6 EIF4E2 UBE2E1 C6orf62 UQCRC2 PTGES3 METAP1 CYC1 PRDX4 LSS DEK PRDX3 ALG8 LARP1 BZW1 PRMT1 ACOT7 NDUFS5 NDUFS8 NDUFS3 NDUFS2 PSMD7 PSMD8 NDUFS1 PSMD9 KIF2A EBAG9 KHDRBS1 PPP2R1A HSP90AA1 SSBP1 CYCS G3BP2 COX4I1 NDUFC1 CDK4 TARS1 PPM1G FAM120A C1QBP UQCRH TBCA KPNA2 UQCRB NDUFB3 PCLAF HAT1 ATP5MC1 ATP5MC3 RPA1 TMED2 ATIC HSPA4 HSPA8 ERH HNRNPC MSH2 DRG1 FBL PARK7 GSPT1 PHB2 TPGS2 TECR SEC13 MORF_TERF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_TERF1 XRCC5 HNRNPK XPO1 HNRNPD SNRNP200 CAPZA1 HNRNPR RBM6 NAP1L4 SMNDC1 NONO STARD7 DHX38 EIF1AX HNRNPU DNAJC8 U2AF1 PUM1 SRRM1 ARFGAP2 PUM2 BRD8 KHDRBS1 PABPN1 ANAPC5 HNRNPUL1 STK24 FOXJ3 GAK GNB1 TIAL1 KRIT1 EIF4A2 SEPTIN7 LRPPRC SERP1 DDX39B FUS RAD23A GPAA1 POLR2C ACP1 ARFGEF1 POLR2A SUMO2 ARIH2 ATXN2L POM121 DDX49 SAFB PRPF8 CTDNEP1 TCEA1 TERF1 CS EPRS1 RNPS1 TAX1BP1 RNF44 ILF2 PTP4A2 SDR39U1 SMARCC2 YWHAQ XPO7 KXD1 MORF_TERF2IP http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_TERF2IP HNRNPK MKRN1 XPO6 STK38 SNRNP200 CNOT2 CNOT1 CNP PRKCSH RAB1A CNOT4 SMNDC1 DHX38 SFSWAP DNAJC8 CYHR1 RPS27A WWOX ROCK1 NUDT3 TOR1AIP1 SEC61B SLC25A36 TIAL1 ZC3H15 SEPTIN7 ZNHIT3 CNBP TFAP4 CAPZB KBTBD2 UBE2D3 KRAS HTATSF1 PRKRA PLIN3 ALDH4A1 TAF9 DYRK2 HNRNPH3 STK19 HNRNPH2 FBXO7 B4GALT3 BECN1 PHB OARD1 TP53BP1 SMAD2 RPRD2 EIF4H OTUB1 SMARCC2 H3-3A SLC9A1 METAP1 IST1 COPS6 PRKAG1 CLSTN1 EAPP DEK RTCB TERF2IP CANX NAP1L4 NFATC2IP RABAC1 PARN NUBP1 ARFGAP2 TPR BRD8 AGPAT1 KHDRBS1 IK DDB1 FOXJ3 UBN1 NELFB MFN2 EIF4A2 TBCC GNB5 KDM3B CNPPD1 CPSF4 NACA GPAA1 NFYB COX7A2L POLR2A SUMO2 CHD8 ATXN2L MORC3 PPP2CA RAB11A AATF SH2B1 BRD3 SMC5 RAF1 DRG1 DRG2 MARCHF7 DNPEP PWP1 CUX1 CSNK1D ILF2 SRRT SDR39U1 YWHAQ DENND4A CALM2 MORF_TFDP2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_TFDP2 PVR ADCY3 S100A5 PPP2R5B SYT5 LTBP4 PITPNA FIG4 CYP2D6 AQP5 HOXD13 TMEM11 AQP7 TPD52 PPP1R1A CFH ABCB10 FAS KRR1 SGPL1 RREB1 PIK3CB RXRG AOC4P CYP2E1 TMEM26 BCL2L11 ZNF500 FRY CRHR1 PGM3 MSX1 CAMK4 TANC2 HTR7 MLLT10 SURF2 PIAS2 MAGEA9 CACNB1 STK17A PRELID3A EPHB2 JRK SULT4A1 HNF1A NXPE3 CNKSR1 ZBTB40 SKI EN2 MYOZ3 GH1 PAXIP1 NR1I2 SMYD5 COX6A2 ABO NRP2 CCKAR ZBTB33 SCAPER GYPA GPLD1 LY9 PTEN WBP4 GTSE1 KRT33A ART1 NOS2 DNAJC16 MAPT SERPINA4 MC5R GNPAT SLC22A6 CEACAM4 MSL3 ZBTB22 RAP2C ZP2 PIK3C2A ZNF141 PSG1 BNIP1 ZNF134 PTBP3 GRIP2 USP20 ZNF33B TBX19 POLR2K PRIM2 FUT6 BCL2 RB1CC1 SLC4A8 GPATCH8 IGKV7-3 ZNF266 SIM2 FAM153B BRD1 OPRL1 TBX5 NTNG2 PHF10 DRC3 GJB5 ELAVL2 TRIM24 POLR3D RPS6KA5 KHK ZNF157 P2RY10 SLC16A5 KANK3 COL19A1 YAF2 NEUROD2 AMOT ABCC8 ATP6V0A2 FGF18 BMP10 NRTN IL16 GRIK5 IL13 FNTB OPLAH IDS SLC2A1 PRKACA SLC4A3 AC021066.1 IRS2 ZNF592 IQCK SLC33A1 PDE4D SPA17 IL11RA SP140 TBC1D22A HOXD4 ERC1 ASB4 EXTL3 ATP6V1B1 WT1 ATF2 NR2C1 ECE1 DOCK1 TFDP2 RAD51D RUNX2 IVL CTRL ABCB9 CELA2B SLC6A11 BRCA1 ATF7 H3C6 CPB2 CADM4 POU6F1 OSBP POU6F2 SULT2B1 AMMECR1 COLGALT2 BARX2 PLEKHB1 PAX9 DGCR9 ATP8B1 TIE1 ITIH3 FOSL1 NPFF MT4 KNG1 IFT27 C1orf216 CYP11A1 GPR19 GLE1 GPR18 ESR1 PIGR COQ7 FSHR ARL3 MFN1 KLHL18 MDM2 HCRT SUPT3H LCOR FRYL CAMK2G CDC73 GPR3 PSMF1 HIC2 CDYL NFAT5 KRT2 CD6 ERCC4 DPT PTPRB FLT1 MSH3 NF1 ERC2-IT1 MON2 DBT CASP10 ATXN3 WIPF2 IRF2 TSSK2 POFUT2 SLC18A1 CYP4F2 MORF_UNG http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_UNG HCCS HNRNPAB COPS5 UTP18 VBP1 NDUFAB1 CCT2 CCT3 ALG8 MTHFD1 PRMT1 HNRNPU H2AZ1 EIF3B NDUFS3 PSMD7 ATP5PF SNRPA1 MRPL3 SSBP1 MAGOH CYCS AIMP2 CDK4 SRSF1 TMEM106C EIF4G1 PPM1G RFC4 MRPS18B C1QBP BAZ1B MFAP1 KPNA2 HSPA9 ICE1 TUFM RAD23B UNG POLR2I SEM1 PCLAF HAT1 ATP5MC3 BANF1 KARS1 NAA10 G3BP1 RPA1 NHP2 SET ATIC POLE3 PSMB2 MRPL19 HSPE1 NUDC FEN1 NSDHL MSH2 TRIM28 DDX1 CDC23 SOD1 DOCK3 VDAC1 CCT5 HDAC2 GSPT1 PCNA HNRNPA2B1 POP5 RBM14 PDCD6 AHSA1 MORF_MYC http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MYC TGOLN2 SLC5A2 HAUS5 SCAPER LTBP4 GRIK5 AQP5 RPS6KB2 KRT33A SRSF8 PLEKHB1 ZKSCAN3 PAX9 SLC22A24 PAX7 SLC2A1 PAX8 ITIH4 PIGB NCKIPSD AC021066.1 SLC4A3 MYC KAT8 ZNF592 GLE1 CYP11A1 MPP2 SIX3 HTR4 ESR1 F7 DAPK2 RPH3A RBBP8 CRHR1 RFC5 DOK1 SSTR5 KLHL18 MSX1 COLQ HTR7 HOXD4 MC2R GRIP2 AMFR CLOCK TMEM94 CDK5R1 KYAT1 TNFRSF25 MYO9B STK17A PRELID3A ZNF330 ADCYAP1 BCL2 KRT1 PRSS16 SLC30A3 CD6 DPT MLN CEP135 NFRKB TBX5 FAM189A2 FDXR DRC3 ITPR2 SLC16A5 PAXIP1 SLC6A9 RASSF1 IPCEF1 SLC13A2 GRK4 NFIC ABO MORF_XPC http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_XPC FAF2 METAP1 COPS5 COPS6 COX5A CANX RAB1A NUBP1 EIF2B2 TPR CLN3 IK UBE2A SARS1 POR ATP6V1F XPC HUWE1 TIAL1 ARCN1 DDB2 URI1 AC118549.1 ZNHIT1 VGLL4 BLCAP GLG1 RAD23B CNBP ARPC4 COX7A2L ARF5 COIL CAPZB PDAP1 HADHB PSMB4 HTATSF1 RAC1 TOR1A ILVBL RAB11A ATP5MF YWHAB GATD3A RAF1 SNW1 DRG1 PRPSAP1 WIPI2 DNPEP SDHA PEX11B UBR5 PPP1R7 CUX1 OTUB1 PSMC2 PRKAR1A DPM1 UBA1 MORF_XRCC5 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_XRCC5 XRCC5 THOP1 HNRNPD LSM7 XRCC6 HNRNPR CCT2 CDC16 HNRNPM NONO H2AZ2 ATXN10 EIF1AX SRSF9 HNRNPU U2AF1 H2AZ1 LSM2 GNG5 EIF3M YARS1 ANAPC5 PTBP1 SRSF1 SRSF2 BAZ1B TRAPPC3 ICE1 ADD1 MDH1 FUS RAD23A PABPC4 GPN1 ACP1 MLEC HADHB PIN1 ARIH2 TMEM123 TRA2B CTDNEP1 NUDC FH PRPF40A DHX9 JTB TREX2 EPRS1 UBE2L3 AFG3L2 VDAC2 VDAC3 UPF3A CCT7 CHAF1A AHSA1 NARS1 TIMM17A PDIA6 NAP1L4 CAMKK2 ACTR2 MGRN1 DYNLL1 DNAJC11 ANP32A SLC25A3 ATP5PO CAP1 BRD8 PRPF31 CTBP1 GNB1 RRM1 TOMM20 RUVBL2 RNPEP TUFM GANAB GPAA1 POLA2 POLR2A SUMO2 SET WDR18 DDX19A DDX19B AP3D1 AATF PCMT1 TCEA1 RPIA PAPSS1 BUB3 SSRP1 SNRNP70 IMMT CS ACLY MPHOSPH9 SDHB ILF2 MCFD2 TUBA3C ZPR1 YWHAQ HNRNPA2B1 CALM2 TXNL4A KXD1 HNRNPAB XPO1 SRP14 CAPZA1 SNRNP200 TXLNA COX5B CBFB PDHB EIF4EBP2 STARD7 DNAJC9 TARDBP DNAJC8 AKR7A2 EIF3D RPN1 SRRM1 PUM2 EIF3H HADH IFRD1 EIF3I API5 PABPN1 NUDT1 HNRNPUL1 STK24 USP1 NRDC LYPLA1 PPP1CC PSMA1 TIAL1 CLPP SNRPA STMN1 SEPTIN7 SNRPE BAG6 PRPS2 LRPPRC DDX39B NSA2 HMGB1 HAX1 DIAPH1 TRRAP PSMB7 RO60 TCERG1 UBE2D2 ARPC3 DDX49 FIBP HDDC2 IDH3B NSD2 RNPS1 SSB DOCK3 SREBF2 R3HDM1 PPIE HDAC2 HDAC1 TOMM70 SMARCC1 NDUFV1 SMARCC2 DNMT1 WDR1 XPO7 DAP3 DUT PTGES3 ESD DEK MTREX NUP188 NDUFS5 NDUFS4 DKC1 GTF2A2 PTDSS1 CSK LBR IMPDH1 NDUFS2 KHDRBS1 TM9SF2 SSBP1 G3BP2 COQ9 UBE2I MCM2 NCL CDK2 MCM6 PPM1G UQCRH SLC35E2A MAPRE1 PRKDC HCFC1 ATP5MC1 ATP5MC3 IARS1 TYMS POM121 PRPF8 SAFB NAE1 FAM168B TERF1 DCTD TCP1 HNRNPC NDUFA7 PTPRA PARK7 SLBP RNF44 PHB2 MORF_AATF http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_AATF XRCC5 OXA1L PUF60 THOP1 LSM7 HNRNPD BMS1 CCT2 SART3 NONO EIF6 DDX18 DHX38 ATXN10 EIF1AX SFSWAP HNRNPU LSM2 CUL1 EIF2B5 CLNS1A EIF3M ANAPC5 AIMP2 HUWE1 BAZ1B SERBP1 ADSL AC118549.1 ZC3H15 KAT2A TRAPPC3 ZNHIT3 ICE1 MDH1 FUS SNU13 RAD23A MTX1 PABPC4 GPN1 MLEC PIN1 HADHB ARIH2 ALDH4A1 CTDNEP1 NUDC TP53BP1 PHB EPRS1 AFG3L2 UBE2L3 VDAC2 VDAC3 EIF4H CCT4 NUP62 POP5 AHSA1 COPS5 COPS6 TIMM17A TCOF1 EIF3K RTCB TERF2IP NAP1L4 CANX ASH2L DNAJC11 ARFGAP2 MMS19 BRD8 AGPAT1 PRPF31 MRPL9 RUVBL2 RUVBL1 SERP1 TUFM PREP USP5 POLR2I GPAA1 POLR2C SUMO4 POLR2A SUMO2 WDR18 SET PPP2CA AATF ACTL6A TCEA1 BUB3 SSRP1 IMMT CS ACLY ETF1 SGTA SDHA ILF2 SDR39U1 SRRT YWHAQ ZPR1 HNRNPA2B1 CALM2 KXD1 RALY HNRNPAB XPO1 XPO6 SNRNP200 CAPZA1 PKMYT1 CNP CNOT1 TXLNA PRKCSH SMNDC1 STARD7 DNAJC8 RPN1 SRRM1 PUM2 HADH GNL2 EIF3I PABPN1 MTOR NUDT3 USP1 LYPLA1 DDX39A TIAL1 SNRPA SEPTIN7 LRPPRC DDX39B TFAP4 GLUD1 TRRAP PSMB7 PSMB6 PDE6D DDX49 POLE3 PSMB3 SCARB1 DYRK2 FIBP IDH3B RNPS1 SSB CASC3 IDH3A CAPRIN1 HDAC2 SMARCC2 XPO7 DAP3 METAP1 PRKAG1 CLSTN1 CYC1 ALG3 NUP188 DEK CAD GTF2A2 PSMD2 PSMD3 PTDSS1 CSK KHDRBS1 IK SSBP1 DDB1 UBE2I COQ9 MCM2 NCL CDK2 MCM5 NELFB ESYT1 MFN2 KDM3B CNPPD1 PRKDC VARS1 IARS1 RPA2 POM121 PRPF8 SAFB CEBPZ NAE1 HSPA8 TEX261 EBP HNRNPC DRG1 PWP1 ZBED1 PHB2 MORF_ACP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ACP1 XRCC5 HMGN1 RPL18 HNRNPK OXA1L RPL14 THOP1 LSM7 XRCC6 HNRNPD RPLP2 HNRNPR CCT2 SART1 HNRNPM NONO DHX38 H2AZ2 ATXN10 EIF1AX SRSF9 U2AF1 MACROH2A1 TLK1 BCL7B EIF3M ANAPC5 MED12 ZFC3H1 SRSF3 SRSF2 RAB14 RPS12 YME1L1 SRP72 ZC3H15 FUS RAD23A ACP1 HADHA TMEM123 TRA2B JTB UBE2L3 VDAC2 EIF4H TAX1BP1 CCT7 UBA2 HGS RHEB NARS1 NAP1L1 PDIA6 EIF3K NAP1L4 YBX1 CIAO1 LSM14A ANP32A SLC25A3 ATP5PO CAP1 BRD8 CTBP1 CCNI ANP32B MRPL9 TAF11 GNB2 GNB1 EIF4A2 EIF4A1 TOMM20 GNAS USP22 TUFM YWHAZ NACA GANAB PHIP SUMO3 SUMO2 SET EFCAB14 DDX19A DHX15 TCEA1 BAZ2A BUB3 ATAD2B GDI2 BRD2 SNRNP70 CS TRIM28 CSNK2B ILF3 SF3A2 SF3A1 ILF2 RPL22 RPL21 PTP4A2 YWHAQ TUBA3C CALM3 ATP5F1A KXD1 XPO1 SRP14 SNRNP200 CBX3 PNN STARD7 TARDBP DNAJC8 EIF3D PUM1 SRRM1 EIF3E EIF3H DDOST EIF3I EIF3F RPS27A EIF3G HNRNPUL1 ERP29 LYPLA1 TATDN2 RSL1D1 PSMA1 HNRNPA1 TIAL1 BAG6 SNRPE LRPPRC DDX39B NSA2 DIAPH1 STRAP HDGF SNX3 RABGGTB TTC1 RO60 PSMB7 DDX49 PSMB1 ARPC3 POLE3 NPM1 BTF3 RPL5 RPL10A RAB8A RNPS1 SREBF2 EIF4B PPIE ATF4 PPIG HDAC1 SMARCC1 NDUFV1 WDR1 XPO7 DUT HSP90AB1 PTGES3 PRRC2C HINT1 DEK UQCRFS1 NDUFS4 DKC1 PCBP2 RHOA ZFPL1 CSK KHDRBS1 HSP90AA1 UBE2I FOXJ3 NCL UBE2N EIF4G2 UQCRH CNPPD1 MAPRE1 COPE DPF2 GCN1 ERCC5 POM121 SAFB PRPF8 FAM168B CHD4 TEX261 TERF1 TCP1 ERH HNRNPC NDUFA7 DRG1 PARK7 PHB2 DR1 MORF_ACTG1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ACTG1 HNRNPK RPL18 RPL17 SRP14 LDHA RPL36A HMGN2 RPL19 RPL14 RPL13 RBM3 RPL15 RPLP2 COX5B B2M ACTG1 BTBD2 RPLP0 RPLP1 TPT1 RPL10 FAU RPL11 RPL12 TUBA1B RPS27A RAN LYPLA2 EEF2 HNRNPA1 NME2 RPS18 RPS19 RPS16 RPS17 RPS14 RPS12 SNRPB RPS13 RPS10 RPS11 MYL6 EEF1B2 COX7C HDGF TAGLN2 DAZAP2 RPS25 PFN1 RPS27 RPS28 OAZ1 RPL7 ARPC3 PSMB1 RPS29 RPL6 ARPC2 RPL9 JUND RPL8 NPM1 RPL3 BTF3 RPL5 RPL4 RPL10A RPS20 PABPC1 RPS23 RPS24 EEF1A1 COX8A JTB RPS9 RPL23A RPS6 RPS5 RPS8 RPS7 RPL18A PPIA COX6A1 H3-3A RACK1 HSP90AB1 HINT1 NAP1L1 PTMA YBX1 RPS3 MAZ RPS3A PCBP2 ZFPL1 RHOA SLC25A3 HSP90AA1 SLC25A6 COX4I1 UBE2I CLIC1 RPS4X NCL EIF4G2 EIF4A2 CFL1 EIF4A1 UBC EEF1G GNAS UBB YWHAZ NACA RPL27A RPS15A RPL37 RPL38 SUMO3 SUMO2 RPL30 RPL32 RPL31 RPL34 ENO1 ACTB HNRNPC RPL27 RPL24 RPL28 RPL29 RPL23 RPL22 RPL13A RPL21 PGK1 SSR2 CALM2 MORF_ANP32B http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ANP32B RPL18 HMGN1 RPL14 PUF60 HNRNPD XRCC6 LSM7 RPLP2 CCT2 AURKB SART1 NONO H2AZ2 ATXN10 SRSF9 U2AF1 H2AZ1 MACROH2A1 FAU BCL7B CLNS1A EIF3M ANAPC5 RAN PTBP1 CDC123 SRSF3 SRSF2 PPP1CA RPS12 ATP5F1C FUS RAD23A BANF1 ACP1 HADHA COX6B1 PABPC1 RPS24 JTB VDAC2 UBE2L3 RPS6 EIF4H CCT7 UBA2 PCNA COX6A1 RACK1 IST1 COPS5 COPS6 NAP1L1 EIF3K CANX YBX1 SLC25A3 ATP5PO CTBP1 RBBP4 CCNI ANP32B MRPL9 CLIC1 TAF11 GNB2 EIF4A1 EEF1G GNAS EEF1D SRP9 TUFM YWHAZ GANAB MTDH NACA AZIN1 COX7A2L HPRT1 PDAP1 SF3B2 SUMO3 SUMO2 SUMO1 RPL30 SET PCMT1 TCEA1 BUB3 GDI2 TRIM28 CSNK2B ILF3 RPL24 SF3A2 SOD1 SF3A1 SDHA RPL21 YWHAQ CALM3 ELOC ATP5F1A SSR2 KXD1 RALY HNRNPAB SRP14 SNRNP200 SNRPD2 CBX3 COX5B RAD21 SMARCD2 STARD7 TARDBP EIF3E EIF3C EIF3H DDOST RPS27A EIF3G RPL36AL SNRPA1 NUDT1 HNRNPUL1 ERP29 EEF2 LYPLA1 TATDN2 RSL1D1 HNRNPA1 SNRPB SNRPA SNRPE DDX39B CNBP HMGB2 HDGF COX7C SNX3 SKP1 DAZAP2 KARS1 PSMB4 PSMB7 RPL7 DDX49 PSMB1 POLE3 RPL6 NPM1 BTF3 RPL5 RPL10A AP2M1 TAF7 RNPS1 RBMX EIF4B HDAC1 NDUFV1 PSMC1 HSPD1 HSP90AB1 URM1 HINT1 CYC1 DEK CTCF UQCRFS1 MCM7 PCBP2 NDUFS3 PSMD8 KHDRBS1 PPP2R1A HSP90AA1 COX4I1 HSPB11 UBE2I NCL EIF4G2 PPM1G UQCRH COPE UQCRB COMMD4 PCLAF FAM168B CHD4 HNRNPC DRG1 NDUFA1 PARK7 FBL PHB2 MORF_AP2M1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_AP2M1 HMGN1 LDHA TUBB2A PUF60 PGD XRCC6 PGAM1 VPS52 STOML2 ATP5MPL RAB1A TMEM147 PLOD3 SRSF9 FAU RAN RXRA DCTN2 NME2 PPP1CA HUWE1 TRAPPC3 MDH1 GNAI2 CNIH1 RER1 ARF5 CALR BANF1 CAPZB HADHB ATP6V0C TPI1 RAC1 COX6B1 CTDNEP1 TCF25 C9orf16 MAP2K2 JTB UBE2L3 CCT7 LASP1 ARF3 COX6A1 RHEB SEPHS2 IST1 COPS5 AP1B1 RAB5B COPS6 AP2S1 TMBIM6 HSBP1 CANX WBP2 BAG5 GPX4 SLC25A3 ARFGAP2 ATP5ME KDELR1 STX4 CTBP1 ANP32B MRPL9 MBD4 CLIC1 GNB2 EIF4A1 GNAS EEF1D SRP9 DYNC1I2 MAP3K11 POLR2H YWHAZ NACA GANAB POLR2L POLR2I GPAA1 FKBP1A COX7A2L PDAP1 SF3B2 SUMO3 SUMO2 SUMO1 CLEC18C AP3D1 PCMT1 GDI2 CSNK2B YWHAB SOD1 GABARAP CAPN1 DNPEP SDHA MRPL23 COG4 TADA3 PPP1R7 UBA1 ELOB YWHAQ PTPA PGK1 SSNA1 CALM2 SSR2 KXD1 CALM1 HNRNPAB RALY SRP14 SEPTIN2 ATOX1 ATP6AP1 CAPZA1 MORF4L2 CBX3 COX5B STARD7 SMARCD2 DNAJC8 SLC4A2 RPN2 EIF3C TUBA1B DDOST RPL36AL HNRNPUL1 ACTN4 LYPLA2 BCAP31 SEC61B TIAL1 PSMA4 SNRPB VAMP3 PIEZO1 SNRPE CNBP MRPS12 COX7C HDGF NEDD8 ARPC5 SKP1 SNX3 ENSA DAZAP2 KARS1 PSMB4 PSMB7 PSMB6 PSMB1 DDX49 ARPC2 RPL6 ARHGDIA AP2M1 P4HB TBCB ATP5MF COX8A GATD3A SAP18 IDH3B VCP PPIA OTUB1 PRKAR1A PSMC1 EIF4E2 DAP3 HSP90AB1 CLTA URM1 CYC1 UQCRFS1 BUD31 PRMT1 TMEM59 PCBP2 PIGC TSR3 PSMD7 IMPDH1 PSMD8 PPP2R1A HSP90AA1 COX4I1 UBE2I ATP6V1F EIF4G2 PKM CFL1 UBC COPE C1D COMMD4 UQCRB TMED2 HSPA8 NDUFA2 HNRNPC DRG1 TMED9 NDUFA1 GMFB GPI SETD3 MORF_AP3D1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_AP3D1 XRCC5 XPO1 XRCC6 CAPZA1 SNRNP200 PGAM1 COX5B PDHB NONO FNTA STARD7 ATXN10 TARDBP SND1 DNAJC8 HNRNPU SRSF9 LSM2 IFRD1 CUL1 RBMS1 CARS1 ANAPC5 HNRNPUL1 STK24 PTBP1 NRDC DCTN2 TIAL1 PSMA4 EIF2S2 SNRPA SEPTIN7 BAG6 TRAPPC3 MDH1 COASY HAX1 RAD23A COX7C ARPC5 GPN1 CAPZB KARS1 PIN1 HADHB PSMB7 PSMB1 PSMB2 CTDNEP1 AP2M1 MAP2K2 IDH3B SSB VDAC2 UBE2L3 AFG3L2 EIF4H VDAC3 TAX1BP1 SREBF2 CCT7 MYDGF HDAC1 PRKAR1A RHEB AHCYL1 WDR1 XPO7 NCOR2 CYB5R3 RTN4 COPS5 NARS1 PDIA6 AP3S1 RTCB CANX ACTR3 BZW1 NDUFS4 DYNLL1 MGRN1 ZNF146 PSMD1 SLC25A3 ATP5PO CAP1 IMPDH1 NDUFS2 ATP5PF BRD8 KHDRBS1 CTBP1 SSBP1 G3BP2 NDUFC1 GAK FAM120A UQCRH GNB1 RUVBL2 NDUFB3 GANAB POLR2L POLR2I GPAA1 FKBP1A ATP5MC3 SUMO2 PPP2CA AP3D1 TCEA1 FAM168B FBXW11 HSPA8 IMMT CS YWHAB CSNK2B ACLY TMED9 SDHA ILF2 MCFD2 YWHAQ HNRNPA2B1 PGK1 KXD1 TXNL4A MORF_ARAF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ARAF1 PRPH GPR161 COPS6 RPLP2 LUZP1 CNP RASSF7 PRKCSH PTMA CNOT4 RABAC1 IGHMBP2 PDPK1 PCGF2 AC002316.1 PCBP3 BTBD2 PAX8 TPT1 ZFPL1 USP11 HSF4 KAT7 LPAR2 AGPAT1 TUB ARHGEF1 RXRB CIZ1 NUDT3 LYPLA2 HMG20B M6PR SLC9A3R2 NELFB DHRS1 GRM4 ARVCF EML3 CNTN1 MVK CNPPD1 ADAM15 MMP25 FZR1 MTX1 PML TSPO2 RABGGTA PLIN3 LMTK2 CACTIN ALDH4A1 ACKR2 MR1 STK19 RPS24 PVT1 B4GALT3 LTK SLC12A4 DRG2 IGSF9B TUBGCP2 ATXN7L1 LGALS9 ZBED1 GPR35 MAN2C1 OTUB1 GSK3A GTF2F1 ARAF IKBKG GRK6 H3-3A TNK2 SLC9A1 MORF_ARL3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ARL3 ADCY3 PVR KLRC4 S100A5 PPP2R5B SYT5 LTBP4 CYP2D6 FIG4 AQP5 AQP7 TMEM11 RORB EDIL3 TPD52 HTR1B STAC PPP1R1A CFH ABCB10 FAS GNG4 HTR1E INA PHOX2B KRR1 SGPL1 MAGI1 RREB1 PIK3CB RXRG HTR4 AOC4P CYP2E1 PCM1 TMEM26 BCL2L11 FRY ZNF500 CRHR1 PGM3 MSX1 COLQ CAMK4 CCR3 TANC2 MLLT10 RYR3 HTR7 FBXL4 OR2B6 MAGEA9 PLPPR4 MAGEA8 ZNF133 HOXA11 CACNB1 STK17A MYT1 ARFGEF2 PRELID3A EPHB2 ADCYAP1 CEP162 HCRTR2 JRK TBXT SULT4A1 HNF1A NXPE3 GUCY2F ZBTB40 TRIO SKI EN2 GUCY2C MYOZ3 KDR PAXIP1 NR1I2 COL14A1 MAP2 SMYD5 NOTCH4 COX6A2 RGS7 ABO NRP2 SCAPER SLC15A1 ATP10B GPLD1 LY9 WBP4 SIRPB1 ART1 KRT33A NOS2 DNAJC16 MAPT SERPINA4 SYNJ2 GNPAT MC5R CALN1 SLC22A6 BRD4 CEACAM4 MSL3 NR2F1 SRPK3 LPGAT1 ZP2 PIK3C2A GPR171 ZNF141 PDE10A PSG1 BNIP1 GRIP2 ZNF33B NHEJ1 TBX19 HSD3B2 PHLDB1 CXCL5 POLR2K PRIM2 FUT6 PART1 BCL2 RB1CC1 SLC4A8 EXOC4 GPATCH8 IGKV7-3 HTR3A ZNF266 SIM2 DTNA ETV3 FAM153B OPRL1 TBX5 PHF10 NTNG2 AFF2 ELAVL2 GJB5 DRC3 IGF2 TRIM24 FZD5 CCL16 DKK4 RPS6KA5 ZNF157 P2RY10 SLC16A5 COL19A1 JADE3 NEUROD2 AMOT ABCC8 ATP6V0A2 LOR BMP10 FGF18 F2RL3 NRTN TSPAN2 GRIK1 IL16 SLC6A2 GABRB2 GRIK5 IL13 FNTB OPLAH ZSCAN26 SLC2A1 PRKACA LGI1 SLC4A3 AC021066.1 TENM4 SCAMP1 IQCK SLC33A1 PDE4D SPA17 SIX6 IL11RA TBC1D22A TACC2 ELL2 ACKR1 HOXD4 ERC1 ASB4 MYL3 ADAMTSL3 KCNA5 ATP6V1B1 ATF2 PDE6A DOCK1 TFDP2 RAD51D SLC46A3 IVL RUNX2 CTRL ABCB9 GABRA1 CELA2B SLC6A11 JRKL ABCB1 BRCA1 GCM1 ULK2 ATF7 SLC13A2 HABP4 ADAM20 H3C6 CPB2 DDX52 CADM4 POU6F1 CD8A OCM POU6F2 PAX6 SULT2B1 ZNF202 AMMECR1 PLEKHB1 BARX2 COLGALT2 PAX9 DGCR9 PAX7 ITIH4 ATP8B1 NCKIPSD ITIH3 SCN7A TIE1 FOSL1 NPFF KNG1 IFT27 C1orf216 GLE1 CYP11A1 GPR19 GPR18 ESR1 IPO9 PIGR SEZ6L NRXN1 COQ7 FSHR ARL3 MFN1 KLHL18 CYP2A6 MDM2 ZNRD1ASP ZBTB14 SUPT3H TNFRSF25 FRYL PPP1R12B CAMK2G NR3C2 CDC73 NFAT5 KRT2 CD6 COL8A1 ERCC4 DPT PTPRB R3HCC1L FLT1 MSH3 NF1 UBE4B ERC2-IT1 MON2 OR10H3 CASP10 DBT ATXN3 SLC17A3 TSSK2 POFUT2 CYP4F2 SLC18A1 NFIC GCA MORF_ATF2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ATF2 PVR KLRC4 S100A5 PPP2R5B SYT5 MASP2 EHHADH RORB AQP7 EDIL3 ADGRL2 ATP2B2 LILRA1 STAC LILRA4 CFH ABCB10 FAS GNG4 MAP2K7 MAP2K6 STAG1 HTR1E KRR1 PHOX2B TNIK MAGI1 RREB1 MYH2 PTPRR RXRG PTPRS AOC4P CYP2E1 TMEM26 PCM1 FAM13A BCL2L11 DEPDC5 FRY CRHR1 PGM3 CAMK4 CCR3 MLLT10 TANC2 RYR3 ROR2 FBXL4 ADAMTS3 MAGEA9 OR2B6 CLCN3 PLPPR4 MAGEA8 ZNF132 MYT1 ARFGEF2 CEP162 ITGBL1 ADCYAP1 EPHB2 PRELID3A HSPA1L HCRTR2 IFNA2 SULT4A1 TBXT IFNA1 DMD GYS2 HNF1A IFNA8 NXPE3 GUCY2F SMYD3 ZBTB40 TRIO TPD52L1 GUCY2C KRT34 SEMA6A PAXIP1 COL14A1 NR1I2 MAP2 CDC42BPA COX6A2 CHRNB4 DNAJC22 RGS7 RBMXL1 HEPH TNK1 ABO TLL1 ZBTB33 SLC15A1 ATP10B CYP2C19 CPEB3 GLRA3 PTEN WBP4 KRT33A NOS2 DNAJC16 SERPINA4 MC5R CALN1 BRD4 IL13RA1 FGF2 MSL3 SRPK3 ATP4B PIK3C2A GPR171 ZNF141 TLE1 PDE10A PSG1 RBBP7 CDR1 BRWD1 ZNF134 SGCD USP20 ZNF33B NHEJ1 TBX19 HSD3B2 PHLDB1 REPS2 CXCL5 POLR2K C6 PART1 RB1CC1 PCDHB17P EXOC4 SPATA2 SLC4A8 IGKV7-3 FUT1 DAZL LECT2 ZNF266 SIM2 IL4 FAM153B SOAT2 FLRT2 POLR3F IL7 NTNG2 PHF10 GJB5 BIRC5 ELAVL2 DRC3 TRIM24 CCL16 FZD5 RPS6KA5 ZNF157 P2RY10 SLC16A5 COL19A1 JADE3 USP46 ABCC8 LRP4 ATP6V0A2 LOR BMP10 FGF18 F2RL3 PLXNA3 MPZL1 APOBEC1 TSPAN2 GRIK1 IL16 SLC6A2 GABRB2 F2RL1 SLC6A4 GHRHR DMPK FNTB STARD5 ZSCAN26 ELOVL6 LGI1 AC021066.1 KRT83 TENM4 SLC33A1 SOCS6 PDE4D SPA17 SIX6 CDKL5 IL11RA TACC2 RNF24 MGA AKAP3 CAMTA1 DRD1 TTTY1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A LPAR4 FGA TFDP2 BRINP3 RAD51D PRPS1L1 B4GALT6 SLC46A3 RUNX2 CTRL CACNA2D1 JRKL ABCB1 BRCA1 GCM1 HOXB7 ULK2 ADRA1A ADAM20 ADAM22 H3C6 CPB2 CADM4 DDX52 RSC1A1 NXPH2 POU6F1 POU6F2 PAX6 ZNF202 AMMECR1 MINDY2 BARX2 PLEKHB1 COLGALT2 DGCR9 CCN6 PAX7 ATP8B1 KLHL23 ITIH3 SCN7A FOSL1 NPFF NFX1 PRKCA NOL4 C1orf216 CYP11A1 GPR19 GLE1 CNTN6 GPR18 MPP3 LDB3 IPO9 COQ7 FSHR ARL3 CHST1 MFN1 EYA1 HOXC11 PPM1E C2orf27A PSD GPR15 MDM2 CTSB ZBTB14 KPNA1 ZNRD1ASP SUPT3H PPP1R12B NR3C2 IFNW1 TSHB CDC73 CDH4 GPR1 CDH8 NPAS2 SPRR2C MAP3K1 NFAT5 KRT2 NEDD4L PLA2R1 COL8A1 ERCC4 THPO PTPRB FAM110B R3HCC1L MSH3 IFNA10 UBE4B ISL1 ERC2-IT1 PTPN20 MON2 OR10H3 DBT ATXN3 ANXA10 NEB SLC17A3 SLC17A1 TSSK2 IFNA14 CYP4F2 SLC14A1 GCA SLC14A2 MORF_BMI1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BMI1 BMI1 COPS2 CAPZA1 TCOF1 HNRNPD ESD AP3S1 CAD CNP CNOT1 TXLNA PRKCSH HMGN4 HNRNPL SMNDC1 ACAP2 EIF4EBP2 PCBP3 DKC1 CDKN2C GTF2A2 DNAJC8 RPN1 SRRM1 CSK PTDSS1 SLC43A1 MMS19 USP14 PABPN1 TM9SF2 NUDT3 TAZ PSD4 PLPBP M6PR NELFB MGAT1 PITPNM1 RFC1 GNB1 TIAL1 SERP1 DIAPH1 ZNF131 PRKDC VARS1 SEC63 POLR2A RPA2 ARIH2 UBE2D2 ATXN2L POM121 PRPF8 TCEA1 INPP5D DYRK2 MFSD10 PAPSS1 TNPO3 B4GALT3 CELA2A CS ARID3A ATP11B AFG3L2 VDAC3 SREBF2 PPIE SH3BGRL CAPRIN1 DCAF7 CCT4 GTF2F1 ZPR1 GRK6 DGKZ XPO7 KXD1 MORF_BMPR2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BMPR2 SLITRK2 AP4E1 GNA12 REXO5 CUL3 ART3 TBC1D12 ORC4 PTGDR2 KIF17 CRISP2 DFFB CRISP1 MYH7 VPS41 RPGRIP1 IPO8 RFPL3S DDO PPP6R2 AKAP5 OPHN1 KIAA0930 AKR1D1 PRKD3 DCC ASTN1 BMPR2 ESM1 RPGRIP1L CXCL6 ANGPTL7 WIPF1 LRRTM2 CHM ETV1 ODF2 MT1B ZNF264 TRPC3 IREB2 MTRF1L SMYD2 EPHA7 TBC1D31 TNFSF11 INVS ST8SIA4 MPPED2 UGT2B4 DIO1 HDAC9 RETREG1 MORF_BUB1B http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_BUB1B ABCF1 ESD TTK MTREX GOT2 DLEU1 CDKN2C IPO5 GTF2A2 TOP2A CCNA2 USP14 CDC7 KIF14 TYRO3 ABCE1 YARS1 CDK1 ANP32E TPX2 ESPL1 MCM2 SRPK1 MCM6 TARS1 RFC3 RFC4 MRPS18B NDC80 BAZ1B ZWINT KHSRP BUB1B PRKDC HCFC1 HMMR IARS1 DDX46 CENPA CDK11A OXCT1 NAGA CEBPZ BUB1 ACTL6A NUDC MARS1 TFDP1 TRIP13 PLAGL2 TMC6 SHMT2 IMMT ARID3A GARS1 TREX2 NSD2 RAD54L PLK4 CCT5 HDAC2 PLK1 TBXA2R GLMN DNMT1 KIF20B MORF_CAMK4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CAMK4 PVR KLRC4 S100A5 PPP2R5B SYT5 CYP2D6 RORB AQP7 EDIL3 ATP2B2 LILRA1 STAC LILRA4 PPP1R1A CFH ABCB10 FAS GNG4 MAP2K7 HTR1E SGPL1 PHOX2B MAGI1 RREB1 MYH2 RXRG AOC4P CYP2E1 TMEM26 PCM1 FAM13A BCL2L11 CRHR1 PGM3 CAMK4 CCR3 MLLT10 TANC2 RYR3 RYR1 ROR2 FBXL4 SURF2 MAGEA9 OR2B6 CLCN3 MAGEA8 PLPPR4 ZNF132 MYT1 CEP162 PRELID3A EPHB2 ITGBL1 HCRTR2 TBXT SULT4A1 IFNA1 DMD HNF1A NXPE3 GUCY2F SMYD3 TRIO ZBTB40 TPD52L1 GUCY2C KRT34 ECM2 KDR PAXIP1 COL14A1 NR1I2 MAP2 COX6A2 CDC42BPA RGS7 RBMXL1 DNAJC22 HEPH TNK1 PAPPA2 ABO TLL1 CYP2C19 ATP10B SLC15A1 CPEB3 GLRA3 GPLD1 WBP4 NOS2 DNAJC16 SERPINA4 MC5R CALN1 SLC22A6 BRD4 FGF2 MSL3 NR2F1 SRPK3 LPGAT1 ATP4B GPR171 ZNF141 PSG1 GMPR SLC26A4 CDR1 ZNF134 SGCD ZNF33B NHEJ1 TBX19 HSD3B2 PHLDB1 CXCL5 PART1 RB1CC1 PCDHB17P EXOC4 SLC4A8 SPATA2 IGKV7-3 FUT1 DAZL LECT2 ZNF266 SIM2 FAM153B IL4 FLRT2 SOAT2 IL5 IL7 NTNG2 PHF10 BIRC5 ELAVL2 DRC3 GJB5 TRIM24 FZD5 CCL16 RPS6KA5 ZNF157 P2RY10 COL19A1 JADE3 USP46 HTR2C ABCC8 LRP4 LOR BMP10 F2RL3 FGF18 MPZL1 APOBEC1 THRA CCIN GRIK1 IL16 GABRB2 SLC6A2 F2RL1 GHRHR DMPK FNTB ZSCAN26 RBMS3 LGI1 AC021066.1 TENM4 ENOX2 SLC33A1 PDE4D SIX6 SPA17 IL11RA TACC2 ERC1 ASB4 AKAP3 DRD1 TTTY1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A FGA TFDP2 PRPS1L1 RAD51D ATF6B B4GALT6 SLC46A3 IVL RUNX2 NOVA1 CTRL CACNA2D1 JRKL ABCB1 BRCA1 GCM1 HOXB7 ULK2 ADAM20 H3C6 CPB2 CADM4 RSC1A1 POU6F1 CD8A OCM PAX6 ZNF202 AMMECR1 MINDY2 PDCD1 STXBP5L COLGALT2 PLEKHB1 PAX9 DGCR9 CCN6 PAX7 ATP8B1 KLHL23 ITIH3 SCN7A FOSL1 NPFF KNG1 PRKCA NOL4 CYP11A1 GLE1 GPR19 GPR18 OTC MPP3 LDB3 IPO9 COQ7 FSHR ARL3 PPM1E HOXC11 PSD MDM2 CTSB ZBTB14 ZNRD1ASP SUPT3H PPP1R12B NR3C2 CDC73 CDH4 GPR1 CDH8 NPAS2 SPRR2C KRT2 NEDD4L COL8A1 ERCC4 THPO PTPRB COL4A4 R3HCC1L MSH3 UBE4B IFNA10 ISL1 ERC2-IT1 PTPN20 MON2 OR10H3 DBT ATXN3 NEB SLC17A3 KCNN3 SLC17A1 IFNA14 TSSK2 GCA MORF_CASP10 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CASP10 ADCY3 PVR BMP10 IL16 FIG4 GRIK5 IL13 TMEM11 AQP7 FNTB OPLAH SLC2A1 CFH ABCB10 PRKACA AC021066.1 SLC4A3 KRR1 SGPL1 ZNF592 SLC33A1 PIK3CB RREB1 RXRG AOC4P CYP2E1 TBC1D22A SP140 ZNF500 CRHR1 PGM3 MSX1 HTR7 MLLT10 HOXD4 MAGEA9 KCNA5 STK17A WT1 EPHB2 SULT4A1 TFDP2 RAD51D NXPE3 SLC46A3 IVL ABCB9 CELA2B SLC6A11 ZBTB40 IKBKE PAXIP1 KCNJ6 NR1I2 COX6A2 ABO POU6F1 OSBP GPLD1 SULT2B1 LY9 WBP4 KRT33A NOS2 DNAJC16 PAX9 PIGB ATP8B1 GNPAT MC5R SLC22A6 NPFF MSL3 ZBTB22 IFT27 C1orf216 GLE1 CYP11A1 GPR18 PIK3C2A ESR1 PIGR ARL3 MFN1 KLHL18 BNIP1 MDM2 TBX19 GPR3 NFAT5 IGKV7-3 HSD17B3 ERCC4 ZNF266 DPT SIM2 DTX4 FLT1 MSH3 OPRL1 TBX5 NF1 NTNG2 DRC3 GJB5 ELAVL2 TRIM24 TMPRSS6 RPS6KA5 CASP10 SLC16A5 P2RY10 NEUROD2 TSSK2 SLC18A1 ABCC8 ATP6V0A2 MORF_CASP2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CASP2 LINC00928 GPRIN2 EFNA3 PKMYT1 CNP PRKCSH CNOT4 IGHMBP2 ZKSCAN3 GHITM DDX11 RBM8A KHNYN TUB WNT10B NUDT3 PSD4 NTSR2 ORC1 MGAT1 PITPNM1 MVK ADD2 ACR MYL2 ADAMTSL2 PFKFB2 TSPO2 ITGA10 FKBP15 LMTK2 IFT140 TCF7 PTPN9 B4GALT3 CYP2C9 FDXR GPR35 GTF2F1 IKBKG SLC5A2 PRPH ARSL NDST1 PNMT GPR161 TCOF1 DGCR11 USP19 PDPK1 AC002316.1 SLC22A24 PCBP3 ANKRD12 PAX8 PIGB SIK3 HSF4 CASP2 PTGER3 MPP2 FAM189B PKN2 ZNF337 IRF2BP1 M6PR SLC9A3R2 CARD10 KIF1C EML3 PFDN1 CRCP H6PD GPA33 CNTN1 MOK CRYBA4 ADAM15 MMP25 TMEM94 HMGXB3 TRA2A PML RPA2 PAIP2B AMELX CAMK2B ACKR2 ODF1 LTK NFRKB SLC12A4 FAM189A2 PPP1R10 DRG2 TPMT IGSF9B ZBED1 CXCR2 P2RY11 GSK3A LSM12 HTR2A MORF_CD8A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CD8A LOR KLRC4 PVR BMP10 FGF18 F2RL3 S100A5 APOBEC1 SLC6A2 AQP7 RORB STAC ZSCAN26 ABCB10 FAS LGI1 TENM4 HTR1E SGPL1 PHOX2B RREB1 RXRG AOC4P PDE4D CYP2E1 TMEM26 SPA17 IL11RA BCL2L11 PGM3 CAMK4 ACKR1 MLLT10 TANC2 FBXL4 ASB4 MAGEA9 MAGEA8 PLPPR4 ADAMTSL3 MYT1 ITGBL1 EPHB2 HCRTR2 DMD B3GNT3 RAD51D HNF1A RUNX2 IVL GUCY2F JRKL ZBTB40 ITGA2 ABCB1 KRT34 KDR COL14A1 NR1I2 MAP2 COX6A2 ADAM20 ABO CADM4 POU6F1 CD8A SLC15A1 OCM GLRA3 PDCD1 SERPINA4 MC5R SLC22A6 CALN1 ITIH3 TIE1 FOSL1 VSTM4 NPFF KNG1 GPR19 GPR18 GPR171 PCDHGB7 ZNF141 NRXN1 PSG1 FSHR ARL3 SGCD ZNRD1ASP TBX19 HSD3B2 EXOC6B PHLDB1 SUPT3H CXCL5 NR3C2 PART1 CDC73 EXOC4 SLC4A8 KRT2 IGKV7-3 PLA2R1 LECT2 COL8A1 ERCC4 SIM2 PTPRB FAM153B R3HCC1L IFNA10 NTNG2 ELAVL2 GJB5 FZD5 ERC2-IT1 CCL16 DBT ZNF157 P2RY10 ATXN3 COL19A1 TSSK2 ABCC8 GCA MORF_CDC10 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CDC10 XRCC5 HNRNPK XPO1 OXA1L XPO6 SNRNP200 CAPZA1 BMS1 HNRNPD HNRNPR RBM6 CNP CNOT1 TXLNA SMNDC1 HNRNPL NONO CUL2 STARD7 DHX38 SFSWAP EIF1AX DNAJC8 SRRM1 PUM2 EIF3M ANAPC5 STK24 USP1 SUN2 TACC1 PSMA1 PITPNM1 RFC1 TIAL1 VAMP3 ZC3H15 SEPTIN7 LRPPRC ADD1 NSA2 HMGB1 TFAP4 DIAPH1 ZNF131 VPS26C TRRAP PIN1 ARIH2 KRAS DDX46 ARPC3 FRG1 PLIN3 TMEM123 PRKRA CTDNEP1 DYRK2 HNRNPH3 HNRNPH2 SUGP2 SRSF11 TP53BP1 ATP11B RNPS1 SSB CASC3 AFG3L2 VDAC3 TAX1BP1 CAPRIN1 CCT4 XPO7 DUT COPS2 PRKAG1 TIMM17A CLSTN1 TCOF1 SHOC2 RTCB DEK NUP188 TERF2IP NAP1L4 ARL2BP RNGTT ACAP2 ASH2L GTF2A2 LBR CHUK BRD8 KHDRBS1 ARHGEF7 DDB1 SPG11 FOXJ3 CDK2 GAK CRKL GNB1 EIF4A2 KDM3B PSME4 SERP1 NACA LANCL1 PRKDC POLR2C SEC63 SUMO4 POLR2A PHIP RPA2 SUMO2 POM121 ATXN2L CDK11A MORC3 SAFB PPP2CA PRPF8 AP3D1 AATF TCEA1 NAE1 HSPA8 TERF1 IMMT CS SMC5 AFF1 RNF44 ILF2 RPL22 PTP4A2 SDR39U1 MCFD2 YWHAQ ZPR1 TUBA3C HNRNPA2B1 PGK1 CALM2 KXD1 MORF_CDC16 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CDC16 XRCC5 HNRNPD ESD HNRNPR PDIA6 MTREX CDC16 CBFB CAMKK2 NDUFS4 EIF4EBP2 DKC1 RMND5A TARDBP EIF1AX GTF2A2 ANP32A SRRM1 PTDSS1 TM9SF2 YARS1 ANAPC5 CBR4 MBNL1 PPP1CC ZFC3H1 NSUN5P2 BAZ1B GNB1 SLC35E2A KRIT1 KHSRP SRP72 MAPRE1 USP24 LRPPRC DDX39B DEAF1 DIAPH1 RAD23A HCFC1 PRKDC MYCBP2 IARS1 ERCC5 ARIH2 POM121 DDX19A MDC1 DDX19B SAFB NPM3 PRPF40A TNPO3 DCTD PIBF1 IMMT ASXL1 TREX2 AK2 NSD2 VDAC2 VDAC3 SLBP UPF3A MPHOSPH9 SDHB RNF44 TOMM70 RBPJ SMARCC1 XPO7 DUT KXD1 MORF_CDC2L5 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CDC2L5 NRTN SEC31A BTD UTRN GRIK5 AQP5 RPS6KB2 BPHL TMEM11 HNRNPL FNTB TAF5L ZKSCAN3 AGPS DDX11 SFSWAP SLC2A1 SCAMP1 ARC ZNF592 ROCK1 CRYAA PIK3CB HTR4 CLPX TBC1D22A ZNF500 SSTR5 PCF11 CLP1 MSX1 COLQ CEP350 HTR7 MC2R NEK9 PIAS2 AMFR EP400 PPP5C EXTL3 MTX1 MYO9B ATP6V1B1 NR2C1 PRELID3A JRK ECE2 SLC30A1 NUMB SLC30A3 RUNX1 NKRF TAF2 CSTF3 B4GALT3 OARD1 TP53BP1 FDXR IKBKE SLC25A11 PAXIP1 WDR62 IPCEF1 RAP1A RERE TTC22 IMPA1 LEPROTL1 TLN2 PEX6 TTLL5 KRT33A PLEKHB1 SLC22A24 PCBP3 OSR1 PAX9 PIGF SLC24A1 PAX8 ITIH4 PIGB SIK3 FANCG TPR MT4 GLE1 MPP2 SPEF1 ESR1 KIAA0586 PIGR SEZ6L DAPK2 PCGF1 RBBP8 EML3 SS18 DOK1 KLHL18 KANK2 GRIP2 CPSF4 TM4SF5 TMEM94 GALNT2 FRYL CAMK2G ZDHHC18 NFYB DIMT1 CHD9 PSMF1 TTI1 BCL2 CNOT9 INPP5E GPATCH8 CDK13 PAFAH1B1 SH2B1 MR1 ERCC2 BAHD1 DPT CHD3 BRD1 SPRN SLC12A4 NFRKB TBX5 FAM189A2 SMC5 AFF2 ATRX RASSF1 GSK3B IRF2 PHF21A JAK3 ATP6V0A2 MORF_CDH4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CDH4 KLRC4 FGF18 F2RL3 MPZL1 PLXNA3 APOBEC1 S100A5 GRIK1 SLC6A2 SLC6A4 F2RL1 RORB EDIL3 STARD5 LILRA1 STAC ZSCAN26 LGI1 GNG4 MAP2K7 HTR1E TENM4 PHOX2B RXRG PCM1 TMEM26 SIX6 IL11RA ELL2 TACC2 CRHR1 CAMK4 MLLT10 CCR3 RYR3 ROR2 ADAMTS3 AKAP3 MAGEA9 OR2B6 DRD1 TTTY1 MAGEA8 PLPPR4 ZNF132 ADAMTSL3 ST8SIA1 KCNA5 CEP162 ATF2 HCRTR2 TBXT SULT4A1 FGA DMD GYS2 HNF1A RAD51D B4GALT6 SLC46A3 CTRL TRIO ABCB1 KRT34 GCM1 NR1I2 HOXB7 MAP2 ADAM20 DNAJC22 RGS7 TNK1 ABO CADM4 SLC15A1 GLRA3 PAX6 ZNF202 AMMECR1 MINDY2 COLGALT2 PAX7 SERPINA4 CALN1 SCN7A FGF2 FOSL1 NPFF SRPK3 GPR19 ATP4B LDB3 IPO9 PSG1 FSHR HOXC11 PPM1E PSD NHEJ1 TBX19 ZNRD1ASP KPNA1 VIP HSD3B2 PHLDB1 SUPT3H NR3C2 PART1 CDC73 GPR1 CDH4 NPAS2 SPRR2C EXOC4 KRT2 LECT2 COL8A1 ERCC4 FAM153B IL4 SOAT2 NTNG2 GJB5 FZD5 CCL16 SLC17A7 ZNF157 ATXN3 P2RY10 COL19A1 ANXA10 NEB SLC17A3 JADE3 SLC17A1 IFNA14 HTR2C MORF_CDK2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CDK2 HNRNPAB XRCC5 XPO6 COPS6 HNRNPD SNRNP200 TCOF1 PKMYT1 NUP188 DEK CAD CLTC NONO STARD7 DNAJC8 GTF2A2 HNRNPU PSMD2 H2AZ1 U2AF1 SRRM1 SLC4A2 EIF3I PABPN1 KHDRBS1 NUDT1 DDB1 MCM2 CDK2 ESYT1 GNB1 SNRPA RUVBL2 SEPTIN7 LRPPRC FUS ARL6IP1 ZNF131 GPAA1 PRKDC POLR2C POLR2A RPA2 SUMO2 PSMB7 ATXN2L PRPF8 CTDNEP1 TCEA1 AATF NAE1 SCARB1 PCMT1 DYRK2 BUB3 TEX261 SSRP1 EBP CS SSB AFG3L2 ETF1 DOCK3 PWP1 CCT4 HDAC2 NUP62 ILF2 YWHAQ HNRNPA2B1 XPO7 KXD1 MORF_CNTN1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CNTN1 LINC00928 XRCC2 EFNA3 GPRIN2 PKMYT1 CNP PRKCSH APOBEC3C TGFB1 CNOT4 IGHMBP2 ZKSCAN3 GHITM RBM8A KAT7 KHNYN TUB NUDT3 RXRB TAZ PSD4 ORC1 MGAT1 PITPNM1 ADSL MVK VAMP1 GLP1R ACR FZR1 ADAMTSL2 PFKFB2 TSPO2 ITGA10 FKBP15 GRK2 LMTK2 IFT140 B4GALT3 PTPN9 CELA2A GPR35 GTF2F1 IKBKG ITGAD TNK2 PRPH ARSL NDST1 PNMT GPR161 TCOF1 DGCR11 USP19 AC002316.1 PDPK1 PCBP3 SLC22A24 ANKRD12 PAX8 ZFPL1 USP11 SIK3 HSF4 CASP2 PTGER3 ARHGEF1 MPP2 FAM189B ZNF337 M6PR SLC9A3R2 KIF1C ARVCF EML3 PFDN1 LYZL6 H6PD GPA33 CNTN1 CNPPD1 MOK KCNH2 CRYBA4 ADAM15 MMP25 TMEM94 UBE3B TRA2A PLEKHG3 RPA2 PAIP2B AMELX CAMK2B ACKR2 ODF1 KIF21B SLC12A4 DRG2 TPMT IGSF9B ZBED1 P2RY11 GSK3A ARAF LSM12 HTR2A MORF_CSNK1D http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CSNK1D MKRN1 METAP1 PRKAG1 CNP TERF2IP RASSF7 PRKCSH NAP1L4 RAB1A RABAC1 PARN PCGF2 RNF103 PCBP3 SFSWAP TPR CYHR1 KHNYN CIB1 AGPAT1 ATG9A NUDT3 DDB1 KDM5C PCGF1 NELFB DHRS1 MGAT1 MFN2 SS18 EML3 TIAL1 SLC25A36 ST14 ADAM15 ZC3H3 MTX1 PML ARPC4 NFYB RABGGTA POLR2A CHD8 MORC3 PLIN3 ALDH4A1 SH2B1 MR1 TSTA3 STK19 BAHD1 FAM89B B4GALT3 BRD3 BECN1 PHB RAF1 PPP1R10 RPRD2 TUBGCP2 STAT3 ZBED1 GPR35 CSNK1D MRPL28 OTUB1 SDR39U1 SRRT IKBKG LSM12 SLC9A1 MORF_CSNK2B http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CSNK2B HMGN1 HCCS COA1 TUBB2A PUF60 XRCC6 VPS52 MPV17 CCT2 CCT3 NONO TMEM147 H2AZ2 ATXN10 SRSF9 H2AZ1 U2AF1 LSM4 LSM3 LSM2 GNG5 EIF2B4 ANAPC5 RAN CDC123 ESPL1 SRSF1 SRSF3 DCTN2 PPP1CA HUWE1 RFC2 RARS1 TRAPPC3 MDH1 FUS RAD23B LMNB2 RAD23A RER1 GPN1 ACP1 BANF1 HADHA HADHB SYPL1 RAC1 COX6B1 CTDNEP1 MAP2K2 JTB DDX1 CDC23 AFG3L2 UBE2L3 VDAC2 EIF4H PTPN11 VDAC1 CCT7 CCT5 EI24 ARF3 UBA2 PCNA COX6A1 RHEB ATP5F1D NARS1 COPS5 AP2S1 VBP1 AP3S1 EIF3K TMBIM6 CANX DYNLL1 GPX4 SLC25A3 ATP5PO CAP1 KDELR1 ATP5PD ATP5PF PRPF31 CTBP1 RBBP4 ANP32B SLC3A2 MRPL9 DGUOK GMPS TAF11 ACOT13 GNB2 GNB1 EIF4A1 RUVBL2 SRP9 RNPEP TUFM PTOV1 MTDH GANAB SEM1 POLR2I PDAP1 SF3B2 GGCT SUMO2 SUMO1 SET DDX19B DHCR7 DHX16 AP3D1 TCEA1 BUB3 FEN1 NSDHL CS TRIM28 YWHAB CSNK2B ACLY ILF3 SF3A2 SOD1 YWHAE SF3A1 SDHA SDHB PPP1R7 EEF1E1 UBA1 YWHAQ CALM3 ATP5F1A ELOC HNRNPA2B1 RBM14 KXD1 RALY HNRNPAB MAEA CHERP ATP6AP1 SNRNP200 NDUFAB1 CBX3 SNRPD2 COX5A COX5B PDHB IDH3G RAD21 SMARCD2 STARD7 TARDBP AKR7A2 SLC4A2 EIF3B DAP EIF3C DDOST EIF3I IFRD1 SNRPA1 SCAMP3 HNRNPUL1 DARS1 ERP29 NRDC LYPLA1 COX6C BCAP31 MRPS18B CLPP MFAP1 SNRPA SNRPE VPS26A HSPA9 BAG6 PRPS2 SNRPG DDX39B HAX1 HDGF SKP1 SNX3 KARS1 NAA10 PSMB4 NHP2 PSMB7 PSMB1 DDX49 PSMB2 GLO1 UBAP2L ARHGDIA AP2M1 ATP5MF TBL3 FIBP HDDC2 SMG7 RBMX DOCK3 EIF4B HDAC1 LAGE3 NDUFV1 NDUFV2 HSPD1 XPO7 PDCD6 EIF4E2 DAP3 PRRC2C PTGES3 UQCRC2 CLTA URM1 UQCRC1 CYC1 LSS DEK PRDX3 ALG8 UQCRFS1 GLB1 LARP1 SLC1A5 BZW1 ACOT7 NDUFS5 PRMT1 MCM7 NDUFS4 NDUFS8 SEC24C NDUFS3 NDUFS2 IMPDH1 NDUFS1 PSMD8 KIF2A PSMD9 KHDRBS1 PPP2R1A HSP90AA1 SSBP1 CYCS G3BP2 COX4I1 NDUFC1 CDK4 EIF4G1 PPM1G C1QBP FAM120A UQCRH KPNA2 COPE UQCRB COMMD4 NDUFB3 PCLAF HAT1 ATP5MC1 ATP5MC3 ATIC CHD4 ERH HNRNPC DRG1 TMED9 FBL PARK7 GPI PHB2 TECR SEC13 MBTPS1 MORF_CTSB http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CTSB KLRC4 PVR EDN3 PLXNA3 MPZL1 APOBEC1 GRIK1 GABRB2 SLC6A2 F2RL1 RORB EDIL3 GHRHR DMPK ATP2B2 LILRA1 STAC ZSCAN26 LILRA4 GNG4 LGI1 SLC4A4 MAP2K7 TENM4 HTR1E PHOX2B TNIK RREB1 MYH2 PTPRR SOCS6 RXRG CYP2E1 PCM1 SIX6 SPA17 CDKL5 TACC2 CRHR1 CBLN1 CAMK4 CCR3 MLLT10 RYR3 TANC2 RNF24 AKAP3 OR2B6 MAGEA9 CAMTA1 DRD1 TTTY1 CLCN3 PLPPR4 MAGEA8 ZNF132 ADAMTSL3 ST8SIA1 KCNA5 ARFGEF2 MYT1 ITGBL1 CEP162 ATF2 PDE6A HCRTR2 TBXT SULT4A1 LPAR4 IFNA2 IFNA1 FGA DMD BRINP3 RAD51D PRPS1L1 HNF1A SLC46A3 ATF6B B4GALT6 GPD2 SMYD3 JRKL TRIO ZBTB40 ABCB1 KRT34 PDE6H SEMA6A GCM1 NR1I2 HOXB7 MAP2 CHRNB4 ADAM20 DNAJC22 TNK1 CPB2 RSC1A1 CADM4 TLL1 SLC15A1 GLRA3 PAX6 ZNF202 AMMECR1 MINDY2 CCN6 DGCR9 SERPINA4 MC5R CALN1 BRD4 FOSL1 NPFF SRPK3 PRKCA GPR19 ATP4B GPR18 SOX11 GPR171 OTC MPP3 LDB3 IPO9 PSG1 RBBP7 FSHR CDR1 PPM1E HOXC11 ADRB1 PSD GPR15 MDM2 CA3 CTSB NHEJ1 KPNA1 ZBTB14 TBX19 ZNRD1ASP HSD3B2 SUPT3H REPS2 NR3C2 IFNW1 PART1 TSHB CDC73 GPR1 CDH8 NPAS2 SPRR2C RB1CC1 PCDHB17P EXOC4 KRT2 DAZL COL8A1 LECT2 FAM153B IL4 IL7 IFNA10 UBE4B NTNG2 OR7A5 PHF10 GJB5 FZD5 PTPN20 ZNF157 P2RY10 ATXN3 COL19A1 NEB ANXA10 SLC17A3 SLC17A1 JADE3 LRP6 ATP8A2 USP46 IFNA14 LRP4 SLC14A2 MORF_CUL1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_CUL1 RTN4 HNRNPAB METAP1 XPO6 PUF60 SNRNP200 CAPZA1 DEK RTCB NUP188 TXLNA SART3 DAXX HNRNPM SMNDC1 NONO BZW1 RAD21 STARD7 DHX38 EIF1AX TARDBP HNRNPU DNAJC8 CUL1 BRD8 KHDRBS1 PRPF31 MTOR SSBP1 DDB1 GAK TIAL1 PSMA4 EIF2S2 ARCN1 AC118549.1 SMS LRPPRC TRAPPC3 MDH1 ICE1 POLR2I GPAA1 ARPC5 GPN1 KARS1 POLR2A SUMO2 PPP2CA PSMB2 AP3D1 CTDNEP1 AATF HSPA8 IMMT CS DRG1 SSB UBE2L3 AFG3L2 EIF4H PWP1 SDHA HDAC2 ILF2 NUP62 YWHAQ ZPR1 HNRNPA2B1 XPO7 KXD1 MORF_DAP http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DAP CLTA COPS5 ATP6AP1 AP2S1 VBP1 AP3S1 MPV17 LSS PRDX3 TMBIM6 SLC35A1 CANX WBP2 GLB1 IDH3G SMARCD2 GPX4 NDUFS8 AKR7A2 LSM3 DAP SEC24C DDOST KDELR1 NDUFS1 PSMD8 PSMD9 PPP2R1A ERP29 NDUFC1 BCAP31 DCTN2 PPM1G ATP6V1A PPP1CA FAM120A KPNA2 VPS26A COPE TRAPPC3 MDH1 PTOV1 RAD23B MTDH GANAB SEM1 ENSA SKP1 HADHA KARS1 SF3B2 HADHB GGCT SUMO1 SYPL1 TMED2 DHCR7 PSMB2 RAC1 NSDHL SREBF1 GDE1 UBE4A MAML1 SMG7 TRIM28 YWHAB CSNK2B SOD1 SDHA F8A1 ARF3 ARF4 CALM3 TECR SEC13 SSR4 PDCD6 MORF_DAP3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DAP3 XRCC5 OXA1L PUF60 STOML2 CCT2 CCT3 NONO TMEM147 EIF6 ATXN10 EIF1AX SRSF9 LSM2 EIF2B4 EIF2B5 CLNS1A EIF3M ANAPC5 RAN HUWE1 ZC3H15 VGLL4 TRAPPC3 ZNHIT3 MDH1 GPN1 CAPZB BANF1 PIN1 HADHB COX6B1 CTDNEP1 JTB EPRS1 UBE2L3 VDAC2 AFG3L2 CCT7 NIPSNAP1 RHEB COX6A1 POP5 RPP40 COPS5 COPS6 EIF3K RTCB CANX NAP1L4 DYNLL1 NIPSNAP2 ZNF146 SLC25A3 ARFGAP2 BRD8 CTBP1 SLC25A5 MRPL9 DGUOK EIF4A2 RUVBL2 SRP9 SERP1 TUFM POLR2H YWHAZ GANAB POLR2I GPAA1 COX7A2L PDAP1 SUMO2 SUMO1 SET AATF TCEA1 FBXW11 BUB3 GDI2 BRD3 CS YWHAB PPP1R11 CSNK2B ACLY MARCHF7 DNPEP SDHA MRPL23 PPP1R7 ILF2 SDR39U1 YWHAQ ZPR1 UBA1 HNRNPA2B1 PGK1 CALM2 SSR2 KXD1 HNRNPAB NCBP2 RALY XPO1 SRP14 SNRNP200 CAPZA1 CBX3 COX5B PDHB SMNDC1 STARD7 DNAJC8 RPN2 PUM2 DDOST EIF3I HNRNPUL1 NRDC LYPLA1 SEC61B TIAL1 SNRPB SNRPA BAG6 SNRPE LRPPRC DDX39B CNBP HAX1 COX7B COX7C ARPC5 KARS1 PSMB4 PSMB7 PSMB6 PSMB1 DDX49 PSMB3 PSMB2 SLC30A9 AP2M1 TBCB TBL3 ATP5MF FIBP COX8A FDPS GATD3A IDH3B NDUFV1 SMARCC2 PRKAR1A AHCYL1 SPCS2 HSPD1 XPO7 DAP3 HSP90AB1 METAP1 PRKAG1 ALG3 CYC1 DEK NUP188 PSMD2 PIGC NDUFS3 IMPDH1 PSMD8 KHDRBS1 PPP2R1A IK DDB1 SARS1 COX4I1 UBE2I NCL NELFB ATP6V1F FAM120A UQCRH DDT UQCRB NDUFB5 ATP5MC3 HSPA8 EBP HNRNPC DRG1 PARK7 SP3 PHB2 SETD3 MORF_DCC http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DCC SLITRK2 AP4E1 DZIP1 GNA12 OSGIN2 RFXAP GLDC CUL3 TBC1D12 LCAT ADAM7 CHRNA3 PTPRJ COCH ATRNL1 DFFB CRISP2 CRISP1 FOXN2 MYH7 VPS41 HOXD9 SPAG8 DOC2A PPP6R2 CST5 AKAP5 OPHN1 KALRN AKAP4 GCNT2 BMPR2 ASTN1 RPGRIP1L MYT1 SLCO2A1 ANGPTL7 WIPF1 IFNA4 ADGRB3 SSX2IP TAF4 RFPL1S TRPC3 LCMT2 GABRA6 DMP1 IREB2 MTRF1L TNNI2 FAM13C TBC1D31 EPHA7 KRT37 BAAT TNFSF11 ST8SIA4 RFX1 AVPR1A HDAC9 TCF15 ZNF154 ZNF10 TMEM8B ART3 ORC4 C18orf25 TRIM9 GPR176 CBLIF TTF1 RPGRIP1 IPO8 IRGC RFPL3S IFNAR1 SMG7-AS1 ATG4B GRM8 PDCL MINAR1 BRDT HCG4 TPH1 IFT88 AKR1D1 CASQ2 LCT DCC FRK HSD17B2 GK2 CXCL6 ZNF177 GPR4 STARD13 LRRTM2 SERPINC1 ODF2 PRORP MLLT3 DCAF4 ZNF264 IL9 EIF2B1 PSMD4P1 BMPER SLCO1B1 MPPED2 UGT2B4 RETREG1 RBM17 MORF_DDB1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DDB1 SEC31A PUF60 BMS1 SART3 HMGN4 RAB1A SSR1 HNRNPL NONO EIF6 DDX18 DDX11 SFSWAP ILK CUL1 EIF2B5 YIF1A MGAT1 HUWE1 EIF2S1 VGLL4 KAT2A ZNHIT3 MPST PDXDC1 MTX1 CAPZB DEXI MLEC PIN1 DRAP1 RAC1 ALDH4A1 CTDNEP1 SEC23IP ABR BECN1 TP53BP1 PHB OARD1 FDXR EHBP1 EPRS1 SMAD2 AFG3L2 CCT4 NUP62 WDR62 PARP2 RERE NCOR2 ABCF1 COPS6 TCOF1 RTCB PDIA4 TERF2IP NAP1L4 DAXX CANX PMS2P3 RABAC1 SEC62 ANKRD17 PARN DNAJC13 PARG FANCG GOLGA3 MMS19 TOMM34 BRD8 AP3B1 AGPAT1 SNAPC5 PRPF31 STX3 UFD1 FAM189B SS18 RUVBL2 DNPH1 SERP1 ADAM15 TMEM94 ZNF271P USP5 GPAA1 CETN3 LANCL1 POLR2C DIMT1 SUMO4 PDAP1 POLR2A SUMO2 WDR18 ATXN2L ILVBL ACTL6A AATF TCEA1 TSTA3 TRIP13 MARS1 SSRP1 BRD3 CS TRIM27 PPP1R11 SGTA SDHA CSNK1D ILF2 MRPL28 SDR39U1 SRRT YWHAQ ZPR1 HNRNPA2B1 CALM2 KXD1 HNRNPAB NCBP2 XPO6 SNRNP200 CNOT3 PKMYT1 CNP BPHL TXLNA PRKCSH SMNDC1 CSNK2A1 STARD7 DNAJC8 DNAJC7 SLC4A2 GNL2 CIB1 ATG9A ACTN4 CSNK1G2 NUDT3 DDX39A TIAL1 VAMP3 SEPTIN7 LRPPRC HLTF EXTL3 TFAP4 GLUD1 ELK1 TRRAP RABGGTA DDX46 PSMB6 PDE6D PLIN3 TAF9 SCARB1 STK19 CSTF3 B4GALT3 TBL2 MEA1 COX8A IDH3B SSB RPRD2 DOCK3 SLC25A11 OTUB1 IKBKG SMARCC2 AHCYL1 SPCS2 XPO7 DAP3 METAP1 NDST1 PRKAG1 FOXK2 CLSTN1 ALG3 PRDX4 PEX6 NUP188 CAD CLTC PCGF2 PCBP3 PSMD2 RANBP3 PSMD3 TPR KHDRBS1 NSL1 UBE2A SARS1 DDB1 RING1 MCM2 PRPF4 PCGF1 CDK2 ATP6V1F ESYT1 NELFB MFN2 EML3 ARCN1 KPNA6 KDM3B CPSF4 NDUFB5 PRKDC NFYB UBE3C VARS1 RPA2 TTI1 PRPF8 TMED1 MYCBP SH2B1 HSPA8 TEX261 CHD3 ERCC2 BAHD1 SPRN EBP NFRKB PTPRA SMC5 RAF1 DRG1 CDC25C TUBGCP2 PWP1 ATXN2 PHB2 DENND4A CUL4B MORF_DDX11 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DDX11 HAUS5 BTD TEX28 GCAT EIF5B AQP5 GRIK5 RPS6KB2 PKMYT1 BPHL CNP PRKCSH HNRNPL KIFC3 IGHMBP2 CSNK2A1 ZKSCAN3 GHITM DDX11 RBM8A SFSWAP SLC2A1 LSM1 KAT8 KHNYN WWOX WNT10B MCRS1 ZNF592 CIZ1 NUDT3 HTR4 HMG20B F7 CLPX ZNF500 MGAT1 CRHR2 SSTR5 PITPNM1 CLP1 MSX1 HTR7 MC2R HSPB2 AMFR SPTB CDK5R1 KYAT1 EXTL3 ADAMTSL2 MYL2 ALDOC SETD1B PPIL2 MTX1 TSPO2 FKBP15 MYO9B RABGGTA ECE2 SLC30A1 PLIN3 SLC30A3 IFT140 PVT1 TCF7 PTPN9 B4GALT3 CSTF3 PHB FDXR PMF1 SLC25A11 GPR35 WDR62 IKBKG GRK4 SLC5A2 PRPH ARSL IMPA1 NDST1 TLN2 CD8B TCOF1 DGCR11 USP19 PCBP3 SLC22A24 ANKRD12 SLC24A1 PAX8 PIGB SIK3 FANCG RANBP2 NCKIPSD HSF4 TPR CASP2 MT4 AGPAT1 AP3B1 MPP2 DDB1 SPEF1 FAM189B GTF2H3 IRF2BP1 PCGF1 RBBP8 NELFB CARD10 DOK1 EML3 PFDN1 KLHL18 CRCP TBCD CNTN2 CPSF4 MOK CRYBA4 TM4SF5 ADAM15 TMEM94 HMGXB3 GALNT2 TNFRSF25 TRA2A PML NFYB CALCOCO1 RPA2 TTI1 BCL2 CAMK2B PRSS16 ACKR2 CDK13 SH2B1 MR1 DPT CHD3 BAHD1 LTK NFRKB SLC12A4 FAM189A2 TNP1 IGSF9B SLC6A9 RASSF1 LSM12 IRF2 MORF_DEAF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DEAF1 ESD HNRNPR MTREX CDC16 CAMKK2 NDUFS4 DKC1 DNAJC11 GTF2A2 ANP32A AKR7A2 ATP5PO LSM2 HADH PTDSS1 NDUFS2 EIF3I IMPDH2 YARS1 PPP1CC TARS1 MRPS18B IPO7 KHSRP SRP72 LRPPRC DEAF1 RAD23A PABPC4 PRKDC ATP5MC3 IARS1 POM121 SAFB NPM3 NUDC FH DCTD MRPS27 IMMT HDDC2 CS GARS1 TREX2 AK2 EPRS1 AFG3L2 VDAC2 VDAC3 SF3A3 UPF3A SDHB TOMM70 NDUFV1 XPO7 KXD1 TXNL4A MORF_DEK http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DEK HMGN1 XRCC5 HNRNPK ITGB3BP LDHA OXA1L COA1 PUF60 XRCC6 HNRNPD LSM7 SYNCRIP HNRNPR STOML2 CCT2 AURKB HNRNPM NONO DHX38 H2AZ2 ATXN10 EIF1AX HNRNPU SRSF9 U2AF1 H2AZ1 LSM2 CUL1 BCL7B CLNS1A ACAA2 EIF3M ANAPC5 RAN CDC123 SRSF1 SRSF3 RFC4 HUWE1 AC118549.1 ZC3H15 TRAPPC3 MDH1 ICE1 FUS RAD23A GPN1 ACP1 BANF1 PIN1 HADHB SYPL1 HTATSF1 TMEM123 TRA2B CTDNEP1 JTB AFG3L2 UBE2L3 VDAC2 EIF4H CCT7 UBA2 PCNA RHEB RTN4 IST1 COPS5 COPS6 NAP1L1 AP3S1 RTCB EIF3K TERF2IP NAP1L4 CANX NIPSNAP2 SLC25A3 ATP5PO ARFGAP2 BRD8 ATP5PF PRPF31 CTBP1 ANP32B SLC25A5 MRPL9 DGUOK TAF11 GNB1 EIF4A2 EIF4A1 SRP9 SERP1 TUFM YWHAZ NACA MTDH GANAB POLR2I SEM1 GPAA1 COX7A2L HPRT1 POLR2A SUMO3 SUMO2 SUMO1 SET PPP2CA AATF PCMT1 TCEA1 FBXW11 BUB3 GDI2 TRIM28 CS CSNK2B YWHAB ACLY ILF3 MARCHF7 SOD1 ETF1 SDHA ILF2 RPL21 SDR39U1 YWHAQ HNRNPA2B1 PGK1 CALM2 KXD1 HNRNPAB RALY SRP14 XPO1 CHERP XPO6 CAPZA1 SNRNP200 CBX3 SMNDC1 TOP1 RAD21 STARD7 TARDBP DNAJC8 PUM1 SRRM1 PUM2 EIF3H IFRD1 EIF3I RPS27A RPL36AL NUDT1 HNRNPUL1 STK24 USP1 LYPLA1 PSMA2 DDX39A SEC61B HNRNPA0 TIAL1 PSMA4 SNRPB SNRPA SNRPE SEPTIN7 LRPPRC SEC61G DDX39B PRPS1 NSA2 HMGB2 CNBP COX7B COX7C ARPC5 SKP1 KARS1 PSMB4 PSMB7 PSMB1 DDX49 RPL6 POLE3 PSMB2 IDH3B RNPS1 SSB RBMX DOCK3 SREBF2 R3HDM1 HDAC2 HDAC1 NDUFV1 XPO7 SMC1A DAP3 DUT UBE2E1 PRRC2C METAP1 CYC1 DEK CTCF NUP188 CLTC UQCRFS1 BZW1 PRMT1 PCBP2 ACYP1 RANBP1 NDUFS3 KIF2A KHDRBS1 IK HSP90AA1 SSBP1 G3BP2 COX4I1 UBE2I HSPB11 MCM2 FOXJ3 NCL CDK2 PPM1G CRKL C1QBP FAM120A UQCRH KRIT1 KDM3B UQCRB PCLAF HAT1 ATP5MC3 SEC63 RPA1 POM121 SAFB PRPF8 FAM168B HSPA8 MSH6 EBP ERH HNRNPC MSH2 RAF1 DRG1 FBL PARK7 SON PHB2 SP3 MORF_DMPK http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_DMPK PVR KLRC4 LOR FGF18 APOBEC1 GABRB2 SLC6A2 GNA11 F2RL1 AQP7 RORB EDIL3 DMPK FNTB ZSCAN26 CFH ABCB10 ELOVL6 GNG4 LGI1 STAG1 HTR1E PHOX2B CYP1A1 SLC33A1 RREB1 RXRG AOC4P CYP2E1 PCM1 SPA17 SIX6 CRHR1 PGM3 CAMK4 MLLT10 TANC2 RYR3 TMEM184B FBXL4 SURF2 MAGEA9 OR2B6 CAMTA1 CLCN3 DRD1 PLPPR4 MAGEA8 ZNF132 ADAMTSL3 ST8SIA1 KCNA5 EPHB2 ATF2 ITGBL1 CEP162 HCRTR2 SULT4A1 TBXT IFNA1 DMD BRINP3 HNF1A RAD51D SLC46A3 GUCY2F CACNA2D1 JRKL TRIO ZBTB40 ABCB1 KRT34 COL14A1 GCM1 NR1I2 HOXB7 MAP2 CHRNB4 CDC42BPA DNAJC22 RBMXL1 HEPH TNK1 CPB2 ABO CADM4 RSC1A1 DDX52 SLC15A1 CPEB3 GLRA3 PAX6 ZNF202 AMMECR1 WBP4 BARX2 SERPINA4 ATP8B1 MC5R CALN1 ITIH3 BRD4 IL13RA1 FOSL1 NPFF PRKCA GPR19 GLE1 MAN1A2 PIK3C2A MPP3 GPR171 LDB3 ZNF141 IPO9 TLE1 PCDH7 PSG1 COQ7 FSHR MFN1 BRWD1 EPB41L1 PPM1E C2orf27A ZNF134 MDM2 CTSB ZNF33B NHEJ1 TBX19 ZNRD1ASP ZBTB14 HSD3B2 PHLDB1 SUPT3H CXCL5 NR3C2 PART1 CDC73 CDYL SPRR2C RB1CC1 EXOC4 KRT2 FUT1 IGKV7-3 PAFAH1B2 NEDD4L COL8A1 YES1 FAM153B POLR3F R3HCC1L MSH3 UBE4B IFNA10 PHF10 NTNG2 BIRC5 GJB5 FZD5 MNAT1 ZNF157 ATXN3 P2RY10 COL19A1 NEB JADE3 USP46 AMOT IFNA14 TSSK2 ATP6V0A2 GCA LRP4 MORF_EI24 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_EI24 HNRNPAB NCBP2 HCCS SNRNP200 CCT3 SART3 PDHB GOT2 IDH3G STARD7 ATXN10 H2AZ1 AKR7A2 LSM4 LSM2 GNG5 IFRD1 YARS1 STK24 AARS1 LYPLA1 SRSF1 BCAP31 TMEM106C RFC4 MRPS18B BAZ1B ZWINT EIF2S2 SNRPA MFAP1 VPS26A TRAPPC3 PRPS2 MDH1 HAX1 RAD23A PPT1 DEXI MLEC NAA10 PSMB2 RAC1 GLO1 HSPE1 SCARB1 MTCP1 NUDC FH XPOT ZNRD2 HDDC2 GARS1 EPRS1 SSB VDAC2 AFG3L2 VDAC3 DOCK3 VDAC1 CCT5 EI24 HDAC2 NUP62 TOMM70 NDUFV1 RHEB XPO7 AHSA1 NCOR2 ABCF1 RTN4 PTGES3 METAP1 AP2S1 ALG3 ESD PRDX4 VBP1 MTREX PRDX3 ALG8 GLB1 LARP1 SLC1A5 DYNLL1 DKC1 DNAJC11 GTF2A2 ATP5PO TM9SF4 SEC24C NDUFS2 ATP5PF TM9SF2 SSBP1 CYCS G3BP2 SLC3A2 COQ9 DGUOK NDUFC1 EIF4G1 PPM1G TARS1 FAM120A IPO7 GNB1 KHSRP RUVBL2 UBE2S RNPEP SERP1 NDUFB3 TUFM GANAB POLR2I HAT1 PRKDC ATP5MC3 IARS1 DDX19B BUB1 ACTL6A TCEA1 BUB3 TRIP13 NSDHL MARS1 SSRP1 IMMT CS CSNK2B SOD1 TMED9 CCNB1 SDHA SDHB F8A1 MCFD2 CALM3 HNRNPA2B1 KXD1 MORF_EIF3S2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_EIF3S2 XRCC5 HCCS LDHB LDHA OXA1L RPL14 THOP1 XRCC6 LSM7 HNRNPD HNRNPR CCT2 NONO ATXN10 EIF1AX SRSF9 U2AF1 H2AZ1 LSM4 LSM2 GNG5 CLNS1A YARS1 EIF3M ANAPC5 RFC4 BAZ1B HUWE1 SERBP1 EIF2S2 ZC3H15 SRP72 MDH1 DEAF1 FUS CDV3 RAD23A PABPC4 ZNF131 GPN1 ACP1 DEXI MLEC HADHA PIN1 ARIH2 CTDNEP1 NUDC FH MAP2K2 EPRS1 AFG3L2 UBE2L3 VDAC2 RAD54L EIF4H VDAC3 VDAC1 CCT7 MYDGF CCT4 UBA2 RHEB CHAF1A ATP5F1D COPS2 TIMM17A TCOF1 NAP1L1 PDIA6 AP3S1 RTCB EIF3K NAP1L4 YBX1 CIAO1 SLC25A3 ATP5PO BRD8 PRPF31 SLC25A5 SLC3A2 MRPL9 DGUOK GNB2 GNB1 EIF4A1 TOMM20 RUVBL2 RNPEP SERP1 TUFM GANAB POLR2I GPAA1 POLR2C POLR2A SUMO2 SET WDR18 DDX19B PCMT1 TCEA1 AATF RPIA BUB3 SSRP1 IMMT CS CSNK2B ILF3 ACLY SF3A2 SOD1 SDHB ILF2 ZPR1 TUBA3C YWHAQ ATP5F1A HNRNPA2B1 PGK1 TXNL4A KXD1 HNRNPAB XPO1 CAPZA1 SNRNP200 PKMYT1 CBX3 TXLNA PDHB EIF4EBP2 STARD7 DNAJC8 AKR7A2 RPN1 EIF3D SRRM1 SLC4A2 EIF3H HADH IFRD1 EIF3I DDOST PABPN1 NUDT1 LYPLA1 PPP1CC RSL1D1 PSMA1 MRPS18B CLPP SNRPA SNRPE BAG6 LRPPRC PRPS2 DDX39B NSA2 SRM PSMB7 RO60 DDX49 POLE3 PSMB2 NPM3 HSPE1 MRPS27 TBL3 FIBP CELA2A IDH3B AK2 SSB RNPS1 DOCK3 SREBF2 CAPRIN1 PPIE ATF4 HDAC2 PPIB TOMM70 NDUFV1 DNMT1 XPO7 DAP3 DUT PTGES3 PRKAG1 ALG3 CYC1 ESD DEK NUP188 MTREX CAD UQCRFS1 NDUFS5 DKC1 GTF2A2 PSMD2 PTDSS1 CSK IMPDH1 NDUFS2 IMPDH2 KHDRBS1 PPP2R1A SSBP1 CYCS G3BP2 UBE2I COQ9 MCM2 NCL CDK2 TARS1 PPM1G UQCRH SAMM50 PRKDC ATP5MC1 VARS1 GCN1 ATP5MC3 IARS1 RPA2 POM121 SAFB PRPF8 CEBPZ NAE1 FAM168B DCTD EBP TCP1 HNRNPC NDUFA7 DRG1 FBL PARK7 GPI HSP90B1 PHB2 MORF_EIF3S6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_EIF3S6 HMGN1 RPL18 SRP14 RPL14 CBX3 RPLP2 CCT2 COX5B NONO STARD7 SMARCD2 H2AZ2 SRSF9 EIF3D U2AF1 EIF3E MACROH2A1 FAU EIF3H IFRD1 DDOST RPS27A EIF3G EIF3M HNRNPUL1 ANAPC5 RAN ERP29 LYPLA1 EEF2 SRSF3 RSL1D1 HNRNPA1 RPS12 SNRPA SNRPE DDX39B MDH1 CNBP RAD23A HDGF COX7C SNX3 SKP1 DAZAP2 ACP1 HADHA HADHB RPL7 PSMB1 DDX49 RPL6 NPM1 BTF3 CTDNEP1 LETMD1 RPL5 RPL10A RPS24 RAB8A JTB TKT VDAC2 RPS6 RBMX EIF4H CCT7 EIF4B HDAC1 NDUFV1 UBA2 RACK1 UQCRC2 HSP90AB1 IST1 COPS5 CYC1 NAP1L1 AP3S1 EIF3K UQCRFS1 CANX NDUFS4 PCBP2 SLC25A3 ATP5PO KHDRBS1 PPP2R1A HSP90AA1 ANP32B CCNI COX4I1 MRPL9 NCL TAF11 UQCRH EIF4A2 EIF4A1 EEF1D UQCRB YWHAZ NACA MTDH COX7A2L SUMO2 RPL30 SET PCMT1 TCEA1 GDI2 HNRNPC RPL24 DRG1 SF3A2 FBL PARK7 SH3BGRL RPL22 RPL21 YWHAQ SSR2 KXD1 MORF_EIF4A2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_EIF4A2 HNRNPK RPL18 XPO1 RPL17 SRP14 OXA1L RPL19 RPL14 RPL13 PPP2R5A SNRNP200 HNRNPD LSM7 RBM5 RPLP2 NONO ACTG1 DDX17 DNAJC8 PUM1 TPT1 EIF3D FAU EIF3E MACROH2A1 RPL11 PUM2 EIF3H RPS27A EIF3F EIF3M ANAPC5 RXRB EEF2 SRSF2 HNRNPA1 TIAL1 ZNF384 RPS12 ZC3H15 SEPTIN7 DDX39B NSA2 EEF1B2 COX7C ACP1 RPS25 ARPC3 RPL7 DDX49 RPL6 RPL9 TMEM123 JUND NPM1 BTF3 RPL5 RPL10A RPL4 HNRNPH3 SRSF11 RPS24 IDH3B RNPS1 CASC3 DDX5 RPS6 RPS7 ATF4 UBA2 SMARCC2 H3-3A CLCN7 RACK1 DAP3 HSP90AB1 NAP1L1 DEK TERF2IP NAP1L4 ARL2BP YBX1 LSM14A TLE5 RPS3A PCBP2 ZFPL1 RHOA SLC25A3 TOP2B CCDC28A BRD8 KHDRBS1 IK CCNI SLC25A6 UBE2I FOXJ3 NCL EIF4G2 SARAF UQCRH EIF4A2 UBC EEF1G UBB YWHAZ NACA CRLF3 COX7A2L SUMO2 RPL30 MYL6B RPL31 PRPF8 RPL34 FAM168B TERF1 BRD2 GDI2 BRD3 HNRNPC SNRNP70 RPL27 DRG1 RPL24 ZBED1 RNF44 RPL23 ILF2 RPL22 POLDIP3 RPL21 PTP4A2 SDR39U1 YWHAQ PGK1 CALM2 MORF_EIF4E http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_EIF4E ABCF1 METAP1 XPO6 BMS1 EIF5B NUP188 PEX3 HMGN4 NDUFAF1 HNRNPL ANKRD17 DDX18 TPP2 SFSWAP GTF2A2 DNAJC7 PSMD3 RANBP2 SUCLA2 GNL2 IFRD2 USP14 MMS19 PMS1 CDC7 NUDT13 ANP32E CCNF GTF2H3 CLPX MFN2 DDX39A GRB10 COQ2 CLP1 RFC1 KDM3B RUVBL1 CPSF4 THOC2 TFAP4 LANCL1 POLA1 NUFIP1 NUP93 VARS1 DIMT1 EXTL2 SEC63 NXT2 DDX46 CDK11A TTI1 KATNA1 CEBPZ ACTL6A AIMP1 BAHD1 MARS1 TAF2 NKRF PTPN7 CSTF3 ZMYM4 IMMT OARD1 RTCA NFRKB TRIM27 LARS2 NELFA DLAT AFG3L2 INTS10 IDH3A SGTA CTR9 CCT4 EIF4E HDAC2 NUP62 ZPR1 MZF1 GLMN RAP1A MORF_EPHA7 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_EPHA7 SLITRK2 AP4E1 DZIP1 NELL1 FSTL4 RFXAP CUL3 WNT1 TBC1D12 LCAT PHTF1 ADAM7 CHRNA3 COCH ATRNL1 CRISP2 SCN2A DFFB CRISP1 FOXN2 MYH7 VPS41 CYP1A2 FAM155B HOXD9 MPHOSPH8 SPAG8 DOC2A PPP6R2 CST5 BHMT AKAP5 OPHN1 KALRN GCNT2 ASTN1 BMPR2 TTC9 RPGRIP1L MYT1 SLCO2A1 ANGPTL7 TCF21 WIPF1 H4C2 IFNA4 ADGRB3 SSX2IP SPAM1 TRPC2 TAF4 RFPL1S NACAD LCMT2 GABRA6 SYT11 DMP1 IREB2 MTRF1L SMYD2 NPY5R TNNI2 FAM13C EPHA7 KRT37 TBC1D31 TNFSF11 BAAT ST8SIA4 RFX1 AVPR1A DIO1 HDAC9 TCF15 ZNF208 KCNH1 ZNF154 TMEM8B ART3 ORC4 C18orf25 TRIM9 SERPINA5 GPR176 IL18RAP ZFY CBLIF TTF1 SAA4 RPGRIP1 IRGC GRM8 ATG4B PDCL HIPK2 MINAR1 BRDT HCG4 TPH1 MAP3K14 IFT88 AKR1D1 CASQ2 AVL9 LCT DCC FRK RAB3A C9 HSD17B2 GK2 ABHD5 CXCL6 ZNF177 SEC14L2 GPR4 STARD13 LRRTM2 SERPINC1 TEKT2 ODF2 HSF2BP PEX12 PRORP MLLT3 DCAF4 ZNF264 IL9 EIF2B1 PSMD4P1 CNTF BMPER SLCO1B1 BNC1 MPPED2 UGT2B4 PRM2 NMBR RBM17 MORF_ERCC4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ERCC4 KLRC4 PVR ADCY3 S100A5 PPP2R5B SYT5 LTBP4 CYP2D6 FIG4 AQP7 RORB EDIL3 TPD52 MAGEC1 LILRA1 STAC PPP1R1A CFH ABCB10 FAS GNG4 MAP2K7 HTR1E KRR1 PHOX2B SGPL1 MAGI1 PIK3CB RREB1 PDPN RXRG AOC4P CYP2E1 PCM1 TMEM26 BCL2L11 ZNF500 FRY CRHR1 PGM3 CAMK4 MLLT10 TANC2 CCR3 RYR3 FBXL4 SURF2 PDE4DIP MAGEA9 OR2B6 CLCN3 MAGEA8 PLPPR4 ZNF133 CACNB1 MYT1 ITGBL1 EPHB2 CEP162 PRELID3A HCRTR2 TBXT SULT4A1 IFNA1 UPK1A DMD HNF1A IFNA8 NXPE3 GUCY2F TRIO ZBTB40 EN2 KRT34 KDR PAXIP1 KCNJ6 COL14A1 NR1I2 PKP1 NOTCH4 MAP2 COX6A2 CHRNB4 RGS7 PAPPA2 FPR2 ABO NRP2 CYP2C19 SLC15A1 CPEB3 GLRA3 GPLD1 LY9 WBP4 GTSE1 KRT33A NOS2 DNAJC16 MAPT SERPINA4 VKORC1 GNPAT MC5R SYNJ2 SLC22A6 CALN1 CEACAM4 BRD4 FGF2 VSTM4 MSL3 NR2F1 SRPK3 LPGAT1 ZP2 PIK3C2A GPR171 ZNF141 PSG1 SLC26A4 ZNF134 BNIP1 SGCD ZNF33B NHEJ1 TBX19 HSD3B2 EXOC6B PHLDB1 CXCL5 POLR2K PRIM2 PART1 RB1CC1 SLC4A8 SPATA2 EXOC4 IGKV7-3 FUT1 HTR3A LECT2 ZNF266 SIM2 ETV3 FAM153B OPRL1 PHF10 NTNG2 DRC3 AFF2 GJB5 ELAVL2 TRIM24 CCL16 FZD5 RPS6KA5 ZNF157 SLC16A5 P2RY10 COL19A1 MEOX2 JADE3 AMOT USP46 ABCC8 ATP6V0A2 LOR F2RL3 FGF18 BMP10 MPZL1 NRTN APOBEC1 GRIK1 IL16 TSPAN2 GABRB2 SLC6A2 GRIK5 IL13 FNTB STARD5 ZSCAN26 OPLAH PDE4A LGI1 AC021066.1 SLC4A3 TENM4 SCAMP1 IRS2 IQCK SLC33A1 PDE4D NR0B2 SIX6 SPA17 IL11RA TBC1D22A ACKR1 HOXD4 ERC1 ASB4 TTTY1 DRD1 MYL3 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A DOCK1 TFDP2 ENTPD3 RAD51D SLC46A3 RUNX2 IVL NOVA1 CTRL ABCB9 CACNA2D1 GABRA1 CELA2B JRKL ABCB1 BRCA1 NMT2 GCM1 ULK2 HABP4 ADAM20 H3C6 CACNA1C CPB2 CADM4 POU6F1 OSBP CD8A OCM POU6F2 PAX6 ZNF200 SULT2B1 ZNF202 AMMECR1 MINDY2 PDCD1 COLGALT2 PLEKHB1 PAX9 DGCR9 ITIH1 PAX7 ATP8B1 SCN7A ITIH3 TIE1 FOSL1 NPFF PRKCA KNG1 IFT27 C1orf216 GPR19 GLE1 CYP11A1 GPR18 PCDHGB7 IPO9 NRXN1 COQ7 FSHR ARL3 MFN1 PPM1E HOXC11 GPR15 MDM2 ZNRD1ASP ZBTB14 SUPT3H NDP PPP1R12B NR3C2 CDC73 GPR1 CDH4 NPAS2 CDYL SPRR2C MAP3K1 NFAT5 KRT2 PLA2R1 COL8A1 ERCC4 COL4A4 PTPRB R3HCC1L MSH3 IFNA10 NF1 ISL1 ERC2-IT1 PTPN20 RUFY3 MON2 OR10H3 DBT CASP10 ATXN3 NEB SLC17A3 IFNA14 POFUT2 TSSK2 CYP4F2 SLC18A1 GCA MORF_ERH http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ERH RALY HMGN1 SRP14 PUF60 XRCC6 NDUFAB1 CBX3 SNRPD2 STOML2 CCT2 CCT3 COX5B NONO STARD7 H2AZ2 SRSF9 U2AF1 EIF3C HNRNPUL1 RAN YY1 CDC123 SRSF3 PSMA2 NME1 PSMA4 SNRPB ATP5F1C SNRPE SNRPG MDH1 CNBP HAX1 STRAP COX7B SNRPB2 COX7C NEDD8 ACP1 BANF1 KARS1 PSMB4 PSMB7 PSMB1 DDX49 PSMB3 COX6B1 ATP5MF JTB RNPS1 UBE2L3 EIF4H CCT7 HDAC1 UBA2 PSMC1 PCNA COX6A1 RHEB HSPD1 PDCD6 COPS5 NARS1 UTP18 CYC1 DEK EIF3K UQCRFS1 PRDX1 BZW1 PRMT1 DYNLL1 SLC25A3 NDUFS3 PSMD8 HSP90AA1 COX4I1 HSPB11 UBE2I NCL C1QBP UQCRH EIF4A1 SRP9 UQCRB TUFM POLR2G YWHAZ GANAB POLR2I ATP5MC1 HPRT1 ATP5MC3 SUMO3 SUMO2 SET NDUFA2 GDI2 ERH HNRNPC TRIM28 CSNK2B YWHAB ACLY DRG1 SOD1 NDUFA1 PARK7 EEF1E1 PHB2 YWHAQ ELOC CALM2 KXD1 MORF_ESR1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ESR1 PVR ADCY3 BMP10 NRTN IL16 SYT5 LTBP4 UTRN FIG4 AQP5 GRIK5 IL13 RPS6KB2 TMEM11 AQP7 FNTB ZKSCAN3 SLC2A1 CFH PRKACA AC021066.1 SLC4A3 KAT8 SCAMP1 KRR1 ZNF592 CRYAA PIK3CB SIX3 HTR4 RXRG CYP2E1 CLPX TBC1D22A TACC2 ZNF500 CRHR1 SSTR5 PCF11 MSX1 COLQ HTR7 MC2R HOXD4 MGA PIAS2 AMFR ERC1 EP400 MAGEA9 ZNF133 MYO9B STK17A WT1 ADCYAP1 CEP162 PRELID3A JRK SULT4A1 PPP1R3D ECE2 TFDP2 SLC30A3 NXPE3 RUNX1 IVL CTRL TAF2 MLN ABCB9 SLC6A11 SMG1 BRCA1 IKBKE PAXIP1 NR1I2 IPCEF1 COX6A2 SLC13A2 ABO POU6F1 SLC5A2 SCAPER SULT2B1 KRT33A NOS2 DNAJC16 BARX2 PLEKHB1 PAX9 SLC22A24 DGCR9 PAX7 PAX8 PIGB ITIH4 MC5R GNPAT SLC22A6 NCKIPSD FOSL1 MYC MT4 MSL3 NPFF NFX1 ZBTB22 C1orf216 LPGAT1 CYP11A1 GLE1 GPR19 MPP2 ESR1 KIAA0586 PIGR PSG1 DAPK2 ARL3 RBBP8 DOK1 MFN1 KLHL18 ZNF134 BNIP1 ZNF710 GRIP2 CLOCK TBX19 TMEM94 TNFRSF25 POLR2K FRYL FUT6 CAMK2G PSMF1 CHD9 TTI1 BCL2 KRT1 KRT2 GPATCH8 PRSS16 CDK13 CD6 DTNA ETV3 DPT BRD1 FLT1 MSH3 CEP135 TBX5 FAM189A2 UBE4B NF1 NTNG2 PHF10 GJB5 AFF2 ELAVL2 DRC3 TRIM24 ITPR2 ATRX ZNF157 CASP10 SLC16A5 P2RY10 RASSF1 IRF2 ATP6V0A2 MORF_ETV3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ETV3 POU6F1 BMP10 NRTN SYT5 LTBP4 UTRN GRIK5 AQP7 LY9 KRT33A KRT33B FNTB HTR1B DNAJC16 PLEKHB1 PAX9 PAX7 SLC2A1 ITIH4 MC5R NCKIPSD AC021066.1 SLC4A3 GLE1 CYP11A1 PIK3CB ESR1 RXRG PIGR DAPK2 TBC1D22A ARL3 KLHL18 MSX1 CHST7 HTR7 HOXD4 GRIP2 TBX19 MAGEA9 TNFRSF25 MYO9B EPHB2 ADCYAP1 PRELID3A SULT4A1 BCL2 SLC30A3 NXPE3 IVL ERCC4 ETV3 CTRL DPT MLN ABCB9 NF1 DRC3 GJB5 AFF2 P2RX7 SLC16A5 COX6A2 SLC13A2 ABO MORF_FANCG http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_FANCG HAUS5 SEC31A XPO6 BTD BMS1 GRIK5 EIF5B AQP5 PKMYT1 RPS6KB2 TMEM11 BPHL CNP PRKCSH KIFC3 HNRNPL CSNK2A1 ZKSCAN3 DDX11 SFSWAP SLC2A1 DNAJC7 LSM1 SLC4A3 WWOX ZNF592 NUDT3 HTR4 F7 CLPX ZNF500 MGAT1 CRHR2 SSTR5 PITPNM1 CLP1 MSX1 RFC1 HTR7 MC2R HSPB2 AMFR PPP5C EXTL3 TFAP4 ADAMTSL2 PPIL2 MTX1 MYO9B JRK ECE2 PLIN3 SLC30A3 STK19 NKRF TAF2 PVT1 CSTF3 B4GALT3 MKI67 OARD1 PHB MEA1 FDXR RPRD2 PMF1 SLC25A11 PAXIP1 NUP62 WDR62 IPCEF1 IKBKG RERE SLC5A2 LEPROTL1 ARSL IMPA1 NDST1 CD8B PRKAG1 TCOF1 NUP188 DAXX PARN PCGF2 PCBP3 SLC22A24 DIP2C PAX8 SLC24A1 PIGB PSMD3 SIK3 DNA2 RANBP2 HSF4 LBP FANCG TPR MT4 AGPAT1 AP3B1 MPP2 LDB1 DDB1 CCNF FAM189B SPEF1 PKN2 GTF2H3 ERAL1 PIGR IRF2BP1 PCGF1 CARD10 RBBP8 NELFB MFN2 DOK1 EML3 SS18 KLHL18 GRIP2 KDM3B MOK CPSF4 CRYBA4 ADAM15 TMEM94 GALNT2 FRYL ZNF271P PML NFYB CALCOCO1 POLR2A RPA2 CHD9 TTI1 BCL2 ILVBL PAFAH1B1 ACKR2 CDK13 SH2B1 TSTA3 MR1 CHD3 ERCC2 BAHD1 DTNA SLC12A4 NFRKB FAM189A2 SMC5 CDC25C IGSF9B PWP1 DKK4 ATRX SLC6A9 RASSF1 GSK3B SRRT LSM12 IRF2 MORF_FBL http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_FBL RALY HCCS HNRNPAB HMGN1 COA1 RPL14 PUF60 LSM7 XRCC6 CBX3 SNRPD2 CCT2 AURKB CCT3 NONO TMEM147 STARD7 ATXN10 TARDBP SRSF9 H2AZ1 U2AF1 EIF3E LSM4 FAU EIF3B EIF3C LSM2 DDOST EIF3I EIF3G CLNS1A SNRPA1 NUDT1 HNRNPUL1 ANAPC5 RAN CDC123 LYPLA1 SRSF3 RSL1D1 HNRNPA1 NME1 SERBP1 SNRPB SNRPA SNRPE FUS AHCY RAD23A HDGF BANF1 KARS1 PSMB7 PSMB1 DDX49 POLE3 RPL6 PSMB2 BTF3 RPL10A TBL3 FIBP JTB IDH3B RNPS1 VDAC2 UBE2L3 EIF4H RBMX DOCK3 CCT7 EIF4B UBA2 NDUFV1 PCNA HSPD1 PTGES3 HSP90AB1 ATP5F1D CYC1 NAP1L1 EIF3K DEK UQCRFS1 YBX1 PRMT1 MCM7 SLC25A3 ATP5PO NDUFS3 IMPDH2 PSMD8 KHDRBS1 PPP2R1A HSP90AA1 RBBP4 ANP32B SSBP1 CYCS MRPL9 UBE2I MCM2 NCL TAF11 PPM1G C1QBP UQCRH EIF4A1 TOMM20 RUVBL2 TUFM POLR2I ATP5MC1 HPRT1 ATP5MC3 PDAP1 SUMO3 SUMO2 SET BUB3 HNRNPC TRIM28 CS CSNK2B ILF3 DRG1 SF3A2 SOD1 PARK7 FBL GPI ILF2 PHB2 EEF1E1 YWHAQ ATP5F1A HNRNPA2B1 KXD1 MORF_FLT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_FLT1 TGOLN2 BMP10 HAUS5 SYT5 LTBP4 GRIK5 AQP5 IL13 AQP7 FNTB ZKSCAN3 SLC2A1 CFH AC021066.1 SLC4A3 KRR1 ZNF592 CD3E PIK3CB SIX3 HTR4 F7 CYP2E1 TBC1D22A ZNF500 TACC2 CRHR1 SSTR5 MSX1 COLQ HTR7 MC2R HOXD4 HSPB2 MAGEA9 CDK5R1 MYO9B STK17A WT1 ADCYAP1 PRELID3A TBXT SULT4A1 TFDP2 AANAT SLC30A3 NXPE3 CTRL ABCB9 ZBTB40 MYOZ3 IKBKE PAXIP1 SLC13A2 ABO CCKAR POU6F1 NEURL1 SCAPER ATP10B GPLD1 KRT33A KRT33B NOS2 PLEKHB1 SLC22A24 PAX9 PAX7 PAX8 ITIH4 ATP8B1 PIGB MC5R SLC22A6 TIE1 NCKIPSD FOSL1 LINC00837 MT4 GLE1 GPR19 CYP11A1 MPP2 ESR1 PIGR PSG1 DAPK2 ARL3 KLHL18 BNIP1 ZNF710 GRIP2 MDM2 TBX19 CLOCK TM4SF5 HCRT TNFRSF25 FUT6 GPR3 BCL2 KRT1 PRSS16 HSD17B3 GPATCH8 CD6 DPT BRD1 FLT1 LTK TBX5 NF1 FAM189A2 DRC3 ELAVL2 GJB5 TBX1 MON2 ITPR2 ZNF157 CASP10 SLC16A5 KANK3 P2RY10 NEUROD2 ATP6V0A2 MORF_FOSL1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_FOSL1 KLRC4 PPP2R5B BTD MASP2 LTBP4 CYP2D6 RORB HTR1B PPP1R1A FAS GNG4 MAP2K7 HTR1E KRR1 PHOX2B TNIK MAGI1 RREB1 PDPN PIK3CB MYH2 RXRG PTPRS AOC4P CYP2E1 PCM1 BCL2L11 ZNF500 MSX1 RYR3 MC2R MAGEA9 MAGEA8 ZNF132 ZNF133 CACNB1 ARFGEF2 ADCYAP1 CEP162 HCRTR2 JRK PPP1R3D SULT4A1 TBXT IFNA1 NTPCR UPK1A HNF1A CBARP TGFBR1 ACACB MAP2 CDC42BPA RBMXL1 TNK1 FPR2 POP4 SCAPER CYP2C19 KAZN LY9 GTSE1 KRT33A SERPINA4 VKORC1 SYNJ2 MC5R SLC22A6 BRD4 CEACAM4 IL13RA1 SRPK3 ZP2 ACO1 PIK3C2A KIAA0586 TAF12 ZNF134 BNIP1 GRIP2 USP20 ZNF33B NHEJ1 PARVB CLOCK HSD3B2 PHLDB1 PART1 SLC4A8 EXOC4 HAAO GPATCH8 HTR3A FOXD1 ZNF266 SIM2 IL4 FAM153B BRD1 OPRL1 IL7 NTNG2 PHF10 DRC3 ELAVL2 IGF2 TRIM24 CCL16 ATRX RPS6KA5 ZNF157 P2RY10 JADE3 LRP6 USP46 BMP10 MPZL1 LMO1 GRIK1 IL16 GRIK5 IL13 JAG1 FNTB OPLAH PDE4A SLC2A1 ZNF592 SLC33A1 PDE4D SIX6 IL11RA TACC2 MGA EXTL3 ADAMTSL3 KCNA5 NR2C1 ATF2 PDE6A ECE1 DOCK1 TFDP2 B4GALT6 ABCB9 SLC6A11 JRKL SMG1 ABCB1 ADAM20 SLC13A2 ADRA1A H3C6 CPB2 ZNF200 PAX6 ZNF202 AMMECR1 BARX2 COLGALT2 PAX9 PAX7 TIE1 SCN7A FOSL1 NFX1 KNG1 C1orf216 GPR19 GPR18 CNTN6 ESR1 IPO9 ARL3 HOXC11 PPM1E GPR15 ZNRD1ASP HCRT LCOR FRYL NR3C2 CDC73 CDH4 HIC2 INPP5E COL8A1 CD6 FLT1 NF1 NEB GCA ADCY3 PVR S100A5 SYT5 FIG4 UTRN AQP5 AQP7 TMEM11 EDIL3 ATP2B2 LILRA1 INSIG2 STAC AGPS LILRA4 CFH ABCB10 SGPL1 CD3E HTR4 TMEM26 FRY DEPDC5 RFC5 CRHR1 PGM3 CAMK4 COLQ HTR7 CCR3 MLLT10 TANC2 PIAS2 AMFR OR2B6 PLPPR4 MYO9B STK17A MYT1 PRELID3A EPHB2 ITGBL1 NXPE3 CNKSR1 MLN VPS35L ZBTB40 TRIO EN2 KRT34 MYOZ3 PAXIP1 NR1I2 SFRP4 NOTCH4 SMYD5 CHRNB4 COX6A2 ABO NRP2 SLC15A1 CPEB3 PTEN WBP4 NOS2 DNAJC16 SLC24A1 GNPAT CALN1 MSL3 NR2F1 ZBTB22 LPGAT1 ATP4B GPR171 PSG1 GMPR KANK2 SGCD TBX19 CXCL5 POLR2K FUT6 PRIM2 RB1CC1 BCL2 IGKV7-3 LECT2 DTNA TBX5 GJB5 AFF2 FZD5 DKK4 KANK3 SLC16A5 COL19A1 CMA1 ABCC8 ATP6V0A2 LOR F2RL3 FGF18 PLXNA3 NRTN APOBEC1 SLC6A2 GABRB2 F2RL1 ITPKB GHRHR DMPK STARD5 ZSCAN26 LGI1 SLC4A3 AC021066.1 TENM4 SCAMP1 IQCK SOCS6 NR0B2 SPA17 TBC1D22A CLPX ELL2 CBLN1 ACKR1 HOXD4 RNF24 ERC1 ASB4 AKAP3 FXYD2 MYL3 ATP6V1B1 RAD51D SLC30A3 RUNX1 SLC46A3 IVL RUNX2 CTRL GABRA1 CELA2B BRCA1 GCM1 ULK2 HABP4 RSC1A1 CADM4 POU6F1 OSBP CD8A POU6F2 SULT2B1 CXCR3 MINDY2 PLEKHB1 DGCR9 ATP8B1 ITIH4 ITIH3 NCKIPSD MT4 NPFF PRKCA IFT27 GLE1 CYP11A1 SEZ6L NRXN1 PIGR DAPK2 COQ7 FSHR MFN1 KLHL18 CHST7 PSD MDM2 ZNF710 CTSB ZBTB14 SUPT3H TNFRSF25 CAMK2G PPP1R12B IFNW1 GPR1 CPZ PSMF1 NPAS2 CDYL SPRR2C TTI1 NFAT5 POU3F4 KRT2 ERCC4 DPT PTPRB MSH3 UBE4B MON2 WNT2B SLC17A7 ATXN3 SLC17A3 ATP8A2 TSSK2 POFUT2 SLC18A1 CYP4F2 MORF_FRK http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_FRK SLITRK2 AP4E1 DZIP1 CUL3 TBC1D12 LCAT PHTF1 KIAA0087 ADAM7 CHRNA3 MATN4 ATRNL1 SCN2A DFFB VPS41 HOXD9 SPAG8 DOC2A PPP6R2 AKAP5 OPHN1 AKAP4 KALRN GCNT2 ASTN1 RPGRIP1L MYT1 SLCO2A1 ANGPTL7 TCF21 P2RY6 WIPF1 H4C2 IFNA4 ADGRB3 SSX2IP SPAM1 RFPL1S TAF4 NACAD LCMT2 GABRA6 DMP1 IREB2 MTRF1L FAM13C TNNI2 TBC1D31 EPHA7 KRT37 BAAT TNFSF11 ST8SIA4 RFX1 AVPR1A HDAC9 TCF15 ZNF208 KCNH1 STBD1 CRP ZNF154 TMEM8B ART3 ORC4 TRIM9 SERPINA5 KIAA0895 AVP GPR176 SNUPN SAA4 CBLIF RPGRIP1 ATG4B GRM8 PDCL MINAR1 BRDT KCNH7 HCG4 TPH1 AKR1D1 IFT88 LCT CASQ2 DCC FRK GK2 ZNF177 GPR4 STARD13 LRRTM2 MYBPH SERPINC1 ODF2 PRORP DCAF4 MLLT3 ZNF264 IL9 EIF2B1 PSMD4P1 BMPER CNTF SLCO1B1 UGT2B4 PRM2 NMBR RBM17 MORF_FSHR http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_FSHR PVR KLRC4 S100A5 SYT5 AQP7 RORB EDIL3 ADGRL2 ATP2B2 LILRA1 STAC CFH ABCB10 FAS GNG4 MAP2K7 HTR1E PHOX2B SGPL1 RREB1 MYH2 RXRG PTPRR AOC4P CYP2E1 TMEM26 PCM1 FAM13A BCL2L11 FRY CRHR1 PGM3 CCR6 CAMK4 MLLT10 CCR3 TANC2 RYR3 RYR1 FBXL4 MAGEA9 OR2B6 CLCN3 MAGEA8 PLPPR4 ZNF132 MYT1 CEP162 ITGBL1 EPHB2 HCRTR2 HSPA1L IFNA2 SULT4A1 TBXT IFNA1 DMD HNF1A IFNA8 NXPE3 GUCY2F SMYD3 TRIO ZBTB40 TPD52L1 GUCY2C ECM2 KRT34 KDR PAXIP1 COL14A1 NR1I2 KCNJ6 MAP2 COX6A2 CHRNB4 CDC42BPA RGS7 DNAJC22 HEPH TNK1 ABO TLL1 SLC15A1 CYP2C19 ATP10B FGF9 CPEB3 GLRA3 GYPA GPLD1 WBP4 SIRPB1 NOS2 SERPINA4 MC5R SLC22A6 CALN1 BRD4 FGF2 VSTM4 SRPK3 ATP4B GPR171 ZNF141 PDE10A PSG1 RBBP7 SLC26A4 CDR1 BRWD1 CKM SGCD ZNF33B NHEJ1 TBX19 EXOC6B HSD3B2 PHLDB1 CXCL5 C6 PRIM2 PART1 RB1CC1 PCDHB17P SLC4A8 EXOC4 FUT1 IGKV7-3 DAZL LECT2 ZNF266 SIM2 IL4 FAM153B FLRT2 POLR3F IL5 IL7 PHF10 NTNG2 ELAVL2 GJB5 DRC3 TRIM24 CCL16 FZD5 RPS6KA5 ZNF157 P2RY10 COL19A1 JADE3 USP46 AMOT ABCC8 LOR FGF18 F2RL3 BMP10 APOBEC1 IL16 GRIK1 TSPAN2 SLC6A2 GABRB2 F2RL1 TTN GHRHR DMPK FNTB OPLAH ZSCAN26 RBMS3 LGI1 TENM4 SLC33A1 PDE4D SIX6 SPA17 IL11RA TACC2 RNF24 CAMTA1 TTTY1 DRD1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A TFDP2 BRINP3 ENTPD3 RAD51D ATF6B B4GALT6 SLC46A3 RUNX2 CACNA2D1 JRKL ABCB1 GCM1 ULK2 ADAM20 H3C6 ADAM22 CPB2 DDX52 CADM4 RSC1A1 POU6F1 CD8A OCM POU6F2 YLPM1 PAX6 ZNF202 AMMECR1 MINDY2 PDCD1 COLGALT2 DGCR9 ATP8B1 ITIH3 FOSL1 NPFF KNG1 PRKCA NOL4 C1orf216 GPR19 GPR18 MPP3 LDB3 PCDHGB7 IPO9 COQ7 FSHR ARL3 EYA1 PPM1E MDM2 CTSB ZNRD1ASP ZBTB14 SUPT3H PPP1R12B NDP NR3C2 IFNW1 TSHB CDC73 CDH4 GPR1 SPRR2C MAP3K1 NFAT5 KRT2 PLA2R1 COL8A1 ERCC4 THPO PTPRB R3HCC1L MSH3 IFNA10 ISL1 ERC2-IT1 PTPN20 MON2 OR10H3 DBT ATXN3 SLC17A3 NEB SLC17A1 TSSK2 IFNA14 CYP4F2 GCA MORF_G22P1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_G22P1 HMGN1 XRCC5 SRP14 MAEA RPL14 ATP1B3 PUF60 HNRNPD XRCC6 LSM7 SNRNP200 NDUFAB1 CBX3 SNRPD2 CCT2 CCT3 COX5B HNRNPM NONO H2AZ2 STARD7 ATXN10 TARDBP SRSF9 U2AF1 H2AZ1 EIF3D FAU EIF3C LSM2 EIF3H EIF3I EIF3G CLNS1A EIF3M NUDT1 ANAPC5 HNRNPUL1 RAN PTBP1 CDC123 EID1 SRSF3 SRSF2 HNRNPA1 PSMA4 SNRPB SNRPA BAG6 SNRPE MDH1 FUS NSA2 CDV3 STRAP RAD23A SNRPB2 HDGF COX7C SNX3 GPN1 ACP1 CDC37 HADHA KARS1 TTC1 PSMB7 DDX49 PSMB1 PSMB3 NPM1 COX6B1 CTDNEP1 TRA2B BTF3 AP2M1 DHX9 JTB IDH3B RNPS1 UBE2L3 VDAC2 RBMX EIF4H CCT7 HDAC1 UBA2 NDUFV1 NDUFV2 PCNA HSPD1 WDR1 SMC1A HSP90AB1 AP1B1 NARS1 NAP1L1 PDIA6 EIF3K DEK UQCRFS1 YBX1 ZNF207 PRMT1 NDUFS5 NDUFS4 MCM7 DYNLL1 SLC25A3 ATP5PO NDUFS3 IMPDH1 PSMD8 KHDRBS1 CTBP1 HSP90AA1 ANP32B COX4I1 UBE2I HSPB11 CLIC1 NCL PPM1G EIF4G2 UQCRH EIF4A1 TOMM20 USP22 SRP9 UQCRB COMMD4 TUFM GANAB NACA SAMM50 POLR2I ATP5MC1 ATP5MC3 SUMO3 SUMO2 SET MYL6B DHX15 AP3D1 PCMT1 FAM168B BUB3 CHD4 TCP1 GDI2 ERH HNRNPC TRIM28 CSNK2B RPL24 ACLY DRG1 SF3A1 PARK7 FBL SDHB MRPL23 ILF2 PHB2 YWHAQ ATP5F1A ELOC RBM14 PGK1 KXD1 TXNL4A MORF_GMPS http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_GMPS PTGES3 HCCS UQCRC1 CHERP VBP1 SRSF9 NDUFS8 H2AZ1 LSM4 ATP5PO EIF3C NDUFS3 IRAK1 SNRPA1 SCAMP3 DARS1 CYCS ERP29 AARS1 VAMP7 CDK4 GMPS PPM1G ACOT13 RFC2 NUP205 SNRPA HSPA9 TUFM MTDH LMNB2 RAD23A PCLAF ATP5MC3 HADHA SF3B2 BUB3 NSDHL HDDC2 TRIM28 CSNK2B DDX1 VDAC2 SF3A1 SMC3 PARK7 PTPN11 VDAC1 SDHB TOMM70 NDUFV1 CCT8 NDUFV2 MORF_GNB1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_GNB1 XRCC5 HCCS KIFC1 OXA1L THOP1 LSM7 HNRNPD HNRNPR CDC16 HNRNPM NONO GOT2 H2AZ2 ATXN10 EIF1AX TRAK1 HNRNPU SRSF9 U2AF1 H2AZ1 LSM2 GNG5 EIF3M YARS1 ANAPC5 PTBP1 UBE2J1 ESPL1 SRSF2 BAZ1B SRP72 TRAPPC3 ADD1 MDH1 FUS RAD23A ZNF131 PABPC4 PPT1 GPN1 ACP1 MLEC HADHA HADHB PIN1 ARIH2 TMEM123 TRA2B CTDNEP1 MTCP1 SUGP2 NUDC FH PRPF40A MAP2K2 GUSB ASXL1 JTB TREX2 GARS1 EPRS1 AFG3L2 UBE2L3 VDAC2 VDAC3 EIF4H TAX1BP1 VDAC1 CCT7 UPF3A EI24 MYDGF RNF4 UBA2 RHEB NCOR2 RTN4 TIMM17A PDIA6 AP3S1 EIF3K RTCB CAMKK2 ACTR3 ACTR2 DYNLL1 MGRN1 SLC25A3 ANP32A ATP5PO CAP1 BRD8 PRPF31 CTBP1 RBBP4 CCNI MRPL9 DGUOK GNB2 GNB1 RRM1 TOMM20 RUVBL2 RNPEP SERP1 MAP3K11 TUFM MTDH GANAB LANCL1 GPAA1 POLA2 POLR2C POLR2A SUMO2 ATXN2L SET DDX19A MDC1 DDX19B AP3D1 PCMT1 TCEA1 RPIA PAPSS1 BAZ2A FBXW11 BUB3 IMMT TRIM28 CS CSNK2B ILF3 SF3A2 SF3A1 SDHA MPHOSPH9 SDHB ILF2 PTP4A2 MCFD2 TUBA3C YWHAQ CALM3 DGKZ HNRNPA2B1 PGK1 CALM2 KXD1 TXNL4A HNRNPAB XPO1 SRP14 XPO6 ATP6AP1 SNRNP200 CAPZA1 CBX3 TXLNA CBFB PDHB SMNDC1 EIF4EBP2 IDH3G ELOVL5 STARD7 SND1 TARDBP DNAJC9 DNAJC8 AKR7A2 EIF3D RPN1 SRRM1 PUM2 HADH EIF3H EIF3I IFRD1 DDOST PABPN1 NUDT1 HNRNPUL1 STK24 USP1 ERP29 NRDC LYPLA1 PPP1CC PSMA1 TIAL1 CLPP SNRPA VAMP3 STMN1 SNRPE BAG6 SEPTIN7 VPS26A LRPPRC PRPS2 DDX39B HAX1 DIAPH1 SNX3 PSMB7 RO60 UBE2D2 ARPC3 DDX49 ARPC2 PSMB2 IDH3B AK2 NSD2 RNPS1 SSB RBMX DOCK3 SREBF2 PPIF R3HDM1 CAPRIN1 PPIE ATF4 HDAC2 HDAC1 TOMM70 NDUFV1 SMARCC1 SMARCC2 DNMT1 AHCYL1 WDR1 XPO7 DUT PTGES3 PRRC2C BMI1 UQCRC1 CLSTN1 ESD EDC4 NUP188 DEK MTREX UQCRFS1 NDUFS5 NDUFS4 DKC1 RMND5A GTF2A2 CSK PTDSS1 SEC24C NDUFS2 IMPDH1 KHDRBS1 TM9SF2 PPP2R1A SSBP1 G3BP2 PKN1 MCM2 NDUFC1 NCL CDK2 MCM6 GAK PPM1G TARS1 UQCRH SLC35E2A KHSRP MAPRE1 UBE2S COPE HCFC1 PRKDC ATP5MC3 SEC63 IARS1 TYMS POM121 TMED5 PRPF8 SAFB FAM168B TEX261 CHD4 TNPO3 TERF1 DCTD TCP1 HNRNPC NDUFA7 PTPRA TMED9 PARK7 SLBP SH3BGRL RNF44 PHB2 DR1 MORF_GSPT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_GSPT1 HNRNPAB HCCS VBP1 ALG8 LARP1 UTP3 MTHFD1 ACOT7 PRMT1 EIF3B PSMD9 SNRPA1 SCAMP3 SSBP1 MAGOH CYCS CDK4 EIF4G1 PPM1G RARS1 MFAP1 KPNA2 HSPA9 RAD23B UNG HAT1 NAA10 SF3B2 GGCT G3BP1 RNF126 NHP2 ATIC MRPL19 HSPA4 UBAP2L FEN1 NSDHL SMG7 DDX1 CDC23 TOMM40 SOD1 VDAC1 CCNB1 CCT5 GSPT1 MRFAP1L1 AHSA1 MORF_HEAB http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_HEAB IMPA1 BTD GRIK5 EIF5B BPHL TMEM11 KRT33A HNRNPL MUTYH CSNK2A1 AGPS DDX11 PAX8 SLC24A1 PIGB DNAJC7 ITIH4 SIK3 DNA2 FANCG NCKIPSD RANBP2 LSM1 MT4 AP3B1 ZNF592 MPP2 LDB1 SPEF1 HTR4 KIAA0586 ERAL1 IRF2BP1 PCGF1 CLPX RBBP8 ZNF500 MFN2 EML3 DOK1 SSTR5 CLP1 KLHL18 COLQ HTR7 KANK2 MC2R GRIP2 CPSF4 AMFR PPP5C TMEM94 GALNT2 EXTL3 FRYL MTX1 PPIL2 NFYB DIMT1 PRELID3A JRK CHD9 SLC30A1 TTI1 INPP5E GPATCH8 CDK13 SLC30A3 SH2B1 CHD3 ERCC2 BAHD1 TAF2 B4GALT3 CSTF3 OARD1 NFRKB FAM189A2 FDXR ATRX EIF4E WDR62 LSM12 MORF_IFNA1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_IFNA1 PVR KLRC4 S100A5 RORB EDIL3 ADGRL2 ATP2B2 LILRA1 STAC CFH ABCB10 GNG4 MAP2K7 HTR1E PHOX2B RREB1 MYH2 PTPRR RXRG AOC4P CYP2E1 TMEM26 PCM1 CRHR1 PGM3 CAMK4 MLLT10 RYR3 CCR3 RYR1 FBXL4 ROR2 OR2B6 MAGEA9 CLCN3 PLPPR4 MAGEA8 ZNF132 ITGBL1 CEP162 HSPA1L HCRTR2 IFNA2 TBXT SULT4A1 IFNA1 DMD HNF1A IFNA8 GUCY2F SMYD3 ZBTB40 TPD52L1 GUCY2C KRT34 COL14A1 NR1I2 MAP2 DNAJC22 HEPH TNK1 ABO CLCN4 TLL1 SLC15A1 ATP10B GLRA3 GYPA SERPINA4 MC5R CALN1 BRD4 FGF2 ATP4B GPR171 ZNF141 PSG1 RBBP7 SLC26A4 CDR1 DOK5 SGCD NHEJ1 TBX19 HSD3B2 PHLDB1 CXCL5 C6 PART1 RB1CC1 PCDHB17P SLC4A8 EXOC4 FUT1 IGKV7-3 DAZL LECT2 SIM2 FAM153B IL4 FLRT2 IL7 NTNG2 GJB5 TRIM24 FZD5 ZNF157 P2RY10 COL19A1 JADE3 LRP4 BMP10 FGF18 APOBEC1 GRIK1 SLC6A2 GABRB2 F2RL1 TTN DMPK ZSCAN26 LGI1 PDE4D SPA17 SIX6 CDKL5 AKAP3 CAMTA1 TTTY1 DRD1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A FGA RAD51D SLC46A3 B4GALT6 ATF6B CACNA2D1 JRKL ABCB1 GCM1 ADAM20 CPB2 RSC1A1 CADM4 DDX52 POU6F2 PAX6 ZNF202 AMMECR1 COLGALT2 CCN6 ATP8B1 ITIH3 FOSL1 NPFF PRKCA NOL4 GPR19 GPR18 OTC MPP3 LDB3 IPO9 COQ7 FSHR EYA1 PPM1E PSD MDM2 CTSB ZBTB14 ZNRD1ASP KPNA1 SUPT3H NR3C2 IFNW1 CDC73 GPR1 CDH8 NPAS2 SPRR2C MAP3K1 KRT2 COL8A1 ERCC4 THPO PTPRB R3HCC1L FAM110B IFNA10 ISL1 ERC2-IT1 MON2 OR10H3 DBT ATXN3 NEB SLC17A1 IFNA14 TSSK2 LIPC GCA MORF_IKBKG http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_IKBKG LINC00928 RPS6KB2 PKMYT1 CNP PRKCSH CNOT4 HNRNPL IGHMBP2 GHITM CSNK2A1 ZKSCAN3 DDX11 RBM8A SFSWAP WWOX KHNYN SCAMP5 CIB1 TUB MCM3AP MCRS1 ZNF592 NUDT3 RXRB PSD4 HMG20B ORC1 MGAT1 PITPNM1 CRHR2 MC2R ST14 MVK VAMP3 MYL2 ADAMTSL2 GRB2 SETD1B MTX1 TSPO2 FKBP15 ARPC4 RABGGTA PLIN3 ALDH4A1 DYRK2 IFT140 PVT1 B4GALT3 PTPN9 PHB FDXR PMF1 RPRD2 GPR35 DCAF7 OTUB1 WDR62 GTF2F1 IKBKG GRK6 SLC9A1 PRPH SLC5A2 ARSL NDST1 COPS6 TCOF1 DGCR11 RASSF7 PMS2P3 RABAC1 USP19 PARN DIP2C PCBP3 SLC22A24 ANKRD12 PAX8 CAMSAP1 PIGB ZFPL1 SIK3 USP11 HSF4 FANCG CASP2 AP3B1 ARHGEF1 MPP2 LDB1 DDB1 FAM189B M6PR PCGF1 NELFB DHRS1 EML3 PFDN1 CRCP CNTN1 KDM3B CNPPD1 MOK CRYBA4 MMP25 ADAM15 TMEM94 HMGXB3 TRA2A PML POLR2A RPA2 PAIP2B ILVBL CAMK2B SH2B1 TSTA3 MR1 BAHD1 NFRKB SLC12A4 FAM189A2 PPP1R10 DRG2 IGSF9B TPMT CDC25C TUBGCP2 ZBED1 SLC6A9 AP2A2 CSNK1D GSK3A ARAF LSM12 MORF_IL13 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_IL13 PVR ADCY3 S100A5 PPP2R5B SYT5 LTBP4 UTRN FIG4 CYP2D6 AQP5 HOXD13 AQP7 TMEM11 HTR1B TAF5L AGPS PPP1R1A ABCB10 KRR1 SGPL1 TNIK PIK3CB CD3E RREB1 RXRG HTR4 AOC4P CYP2E1 ZNF500 CRHR1 SSTR5 PGM3 MSX1 COLQ HTR7 TANC2 MC2R LRCH4 MAGEA9 ZNF133 HOXA11 CACNB1 CACNB2 STK17A EPHB2 PRELID3A JRK SULT4A1 NTPCR NPHP4 UPK1A AANAT HNF1A CNKSR1 ZBTB40 ACACB MYOZ3 KCNJ4 PAXIP1 NR1I2 WDR62 COX6A2 FPR2 ABO NRP2 CCKAR ZNF292 SCAPER LY9 WBP4 GTSE1 KRT33A NOS2 DNAJC16 SERPINA4 SLC24A1 SYNJ2 MC5R GNPAT SLC22A6 MSL3 NR2F1 ZBTB22 RAP2C LPGAT1 ZP2 PIK3C2A KIAA0586 PSG1 ARHGEF12 RBBP8 ZNF134 BNIP1 KANK2 SGCD GRIP2 PARVB TBX19 TMEM94 PHLDB1 POLR2K FUT6 BCL2 GPATCH8 IGKV7-3 HSD17B3 HTR3A ZNF266 SIM2 BRD1 OPRL1 TBX5 PHF10 ELAVL2 AFF2 DRC3 GJB5 POLR3D ITPR2 DKK4 ATRX ZNF157 KANK3 SLC16A5 TJP1 P2RY10 COL19A1 CMA1 ABCC8 ATP6V0A2 BMP10 NRTN IL16 GABRB2 GRIK5 IL13 JAG1 FNTB PDE4A SLC2A1 PRKACA AC021066.1 SLC4A3 TENM4 SCAMP1 IRS2 ZNF592 SLC33A1 IL11RA CLPX TBC1D22A HOXD4 ERC1 ASB4 EXTL3 ATP6V1B1 NR2C1 ECE2 DOCK1 ECE1 TFDP2 SLC30A3 RAD51D RUNX1 RUNX2 IVL CTRL CELA2B SLC6A11 BRCA1 IKBKE RAP1A POU6F1 OSBP POU6F2 ZNF200 SULT2B1 CXCR3 AMMECR1 PLEKHB1 PAX9 DGCR9 ITIH4 PIGB LBP TIE1 ITIH3 NCKIPSD FOSL1 MT4 NPFF IFT27 TUBGCP4 C1orf216 GPR19 GLE1 CYP11A1 GPR18 SPEF1 ESR1 SEZ6L PIGR NRXN1 ARL3 MFN1 KLHL18 ZNF710 GPR15 ZBTB14 HCRT LCOR TNFRSF25 FRYL CAMK2G CDC73 PSMF1 CDYL KRT2 INPP5E CD6 ERCC4 DPT BAHD1 DTX4 FLT1 MSH3 NF1 FAM189A2 UBE4B CASP10 IRF2 POFUT2 TSSK2 SLC18A1 MORF_IL16 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_IL16 ADCY3 PVR KLRC4 PPP2R5B SYT5 LTBP4 FIG4 CYP2D6 RORB TMEM11 AQP7 EDIL3 TPD52 PPP1R1A CFH ABCB10 FAS GNG4 HTR1E KRR1 PHOX2B SGPL1 PIK3CB RREB1 RXRG AOC4P CYP2E1 TMEM26 PCM1 FAM13A BCL2L11 ZNF500 CRHR1 PGM3 CAMK4 RYR3 CCR3 MLLT10 TANC2 FBXL4 SURF2 OR2B6 MAGEA9 CLCN3 MAGEA8 PLPPR4 ZNF133 ARFGEF2 EPHB2 PRELID3A CEP162 JRK HCRTR2 TBXT SULT4A1 HNF1A NXPE3 GUCY2F ZBTB40 EN2 GUCY2C KRT34 KDR PAXIP1 NR1I2 COX6A2 RBMXL1 ABO NRP2 ZBTB33 SLC15A1 ATP10B CPEB3 GPLD1 LY9 WBP4 PTEN KRT33A NOS2 DNAJC16 SERPINA4 MC5R SLC22A6 MSL3 ZBTB22 RAP2C LPGAT1 ZP2 PIK3C2A GPR171 ZNF141 PSG1 ZNF134 BNIP1 SGCD ZNF33B NHEJ1 TBX19 PHLDB1 CXCL5 POLR2K PRIM2 PART1 RB1CC1 SPATA2 EXOC4 SLC4A8 IGKV7-3 GPATCH8 ZNF266 SIM2 FAM153B POLR3F IL5 OPRL1 TBX5 PHF10 NTNG2 ELAVL2 DRC3 AFF2 GJB5 TRIM24 CCL16 FZD5 RPS6KA5 ZNF157 P2RY10 COL19A1 JADE3 AMOT ABCC8 ATP6V0A2 LOR BMP10 FGF18 NRTN TSPAN2 IL16 GRIK1 GABRB2 SLC6A2 GRIK5 IL13 GHRHR FNTB OPLAH SLC2A1 AC021066.1 SLC4A3 TENM4 SLC33A1 SPA17 IL11RA TBC1D22A BICD1 HOXD4 ERC1 ASB4 ADAMTSL3 KCNA5 NR2C1 ATF2 PDE6A TFDP2 BRINP3 RAD51D SLC46A3 RUNX2 CTRL CACNA2D1 CELA2B SLC6A11 JRKL ABCB1 BRCA1 NMT2 GCM1 ADAM20 H3C6 CPB2 CADM4 POU6F1 POU6F2 ZNF200 PAX6 SULT2B1 ZNF202 AMMECR1 BARX2 COLGALT2 PLEKHB1 PAX9 ITIH1 DGCR9 ATP8B1 ITIH3 FOSL1 NPFF KNG1 PRKCA C1orf216 GPR19 GLE1 CYP11A1 GPR18 ESR1 IPO9 COQ7 FSHR ARL3 MFN1 KLHL18 GPR15 MDM2 ZBTB14 ZNRD1ASP SUPT3H FRYL NR3C2 CDC73 CDYL NFAT5 KRT2 COL8A1 ERCC4 PTPRB R3HCC1L MSH3 NF1 UBE4B ERC2-IT1 MON2 CASP10 DBT ATXN3 TSSK2 POFUT2 CYP4F2 SLC18A1 MORF_IL4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_IL4 KLRC4 PVR EDN3 EDIL3 ATP2B2 LILRA1 STAC LILRA4 GNG4 MAP2K7 MAP2K6 HTR1E PHOX2B TNIK MAGI1 MYH2 RXRG PTPRS PCM1 DEPDC5 CRHR1 CAMK4 RYR3 MLLT10 CCR3 ROR2 MAGEA9 OR2B6 MAGEA8 PLPPR4 ZNF132 ITGBL1 CEP162 HCRTR2 TBXT SULT4A1 IFNA1 RAC3 DMD HNF1A TRIO ECM2 KRT34 CSRP3 SEMA6A SFRP4 DNAJC22 TNK1 ABO TLL1 SLC15A1 ATP10B GLRA3 NOS2 SERPINA4 CALN1 BRD4 FGF2 SRPK3 ATP4B GPR171 PSG1 GZMH DOK5 NHEJ1 TBX19 PHLDB1 REPS2 C6 PART1 RB1CC1 PCDHB17P EXOC4 LECT2 FAM153B IL4 SOAT2 IL3 PNLIPRP2 IL7 PHF10 NTNG2 DRC3 GJB5 FZD5 CCL16 ZNF157 SLC16A5 P2RY10 COL19A1 JADE3 LRP4 PLXNA3 MPZL1 THRA APOBEC1 MID2 CCIN GRIK1 SLC6A2 GABRB2 SLC6A4 F2RL1 ZSCAN26 RBMS3 LGI1 TENM4 ENOX2 SOCS6 PDE4D SIX6 CDKL5 TACC2 ELL2 RNF24 AKAP3 DRD1 TTTY1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A FGA RAD51D SLC46A3 B4GALT6 ATF6B JRKL ABCB1 AIM2 GCM1 HOXB7 ADAM20 CPB2 CADM4 RSC1A1 POU6F2 PAX6 ZNF202 AMMECR1 MINDY2 PDCD1 STXBP5L COLGALT2 DGCR9 CCN6 PAX7 ATP8B1 NCKIPSD FOSL1 NPFF GPR19 OTC MPP3 LDB3 IPO9 FSHR HOXC11 PPM1E PSD MDM2 GPR15 CA3 CTSB KPNA1 ZBTB14 ZNRD1ASP VIP SUPT3H NR3C2 IFNW1 CDC73 GPR1 CDH4 CDH8 TSPYL1 NPAS2 SPRR2C KRT2 COL8A1 THPO UBE4B OR10H3 SLC17A7 ATXN3 NEB ANXA10 SLC17A1 ATP8A2 IFNA14 GCA SLC14A2 MORF_IL9 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_IL9 KCNH1 COX10 CRP FSTL4 KCNJ13 ART3 RASGRF1 SLC2A4 TRIM9 LCAT CXCR6 ADAM7 CHRNA3 MATN4 AVP IL18RAP GPR176 ATRNL1 SCN2A ZFY FOXN2 CBLIF SAA4 VPS41 RPGRIP1 CYP1A2 HOXD9 SPAG8 MPHOSPH8 DOC2A ATG4B HIPK2 PDCL ZNF239 MINAR1 NLE1 BRDT NEU3 TPH1 AKR1D1 LCT CASQ2 DCC FRK GCNT2 GK2 SOX3 ASTN1 KCNA3 RPGRIP1L SEC14L2 GPR4 SLCO2A1 ANGPTL7 TCF21 P2RY6 WIPF1 LRRTM2 IFNA4 MYBPH SERPINC1 ADGRB3 TEKT2 ODF2 SSX5 PRORP SPAM1 DCAF4 MLLT3 GLRB HAVCR1 ZNF264 NACAD SYT11 DMP1 IL9 C1orf21 EIF2B1 TNNI2 FAM13C EPHA7 KRT37 BAAT BMPER COG7 NLGN4Y AVPR1A RFX1 UGT2B4 PRM2 HDAC9 TCF15 RBM17 MORF_ITGA2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ITGA2 LOR APOBEC1 SLC15A1 OPCML CD8A SLC6A2 GLRA3 STAC ZSCAN26 SERPINA4 LGI1 NPFF VSTM4 PHOX2B RREB1 GPR171 LDB3 PSG1 SPA17 EYA1 TANC2 FBXL4 NHEJ1 SUPT3H TTTY1 CLCN3 ZNF132 CXCL5 ADAMTSL3 ST8SIA1 NR3C2 PART1 CDC73 IFNA2 DMD EXOC4 SLC4A8 KRT2 IFNA8 RAD51D COL8A1 FAM153B PTPRB GUCY2F IL7 IFNA10 ITGA2 KRT34 PTPN20 DBT COL19A1 COL14A1 MAP2 DNAJC22 HEPH CADM4 TLL1 MORF_JAG1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_JAG1 BTD LTBP4 GRIK5 AQP5 RPS6KB2 IL13 SULT2B1 AQP7 TMEM11 BPHL JAG1 KRT33A SDC3 FNTB PLEKHB1 DNAJC16 ZKSCAN3 SLC22A24 PAX9 SLC24A1 PAX8 SLC2A1 PIGB ITIH4 MC5R SLC22A6 PRKACA NCKIPSD AC021066.1 SLC4A3 FOSL1 MT4 ARC ZNF592 TUBGCP4 CYP11A1 GLE1 MPP2 PIK3CB SPEF1 HTR4 SEZ6L PIGR F7 DAPK2 TBC1D22A PCGF1 ZNF500 MFN1 KLHL18 MSX1 CHST7 HTR7 HOXD4 MC2R CYP2A6 GRIP2 AMFR CLOCK TMEM94 EXTL3 ZNF133 TNFRSF25 FUT6 MYO9B STK17A ATP6V1B1 TMCC1 CALCOCO1 CPZ PRELID3A JRK ECE2 ECE1 BCL2 GPATCH8 SLC30A3 SH2B1 CD6 BAHD1 DPT COL18A1 TBX5 FAM189A2 FDXR GJB5 TMPRSS6 IKBKE SLC16A5 PAXIP1 WDR62 COX6A2 RAP1A ABO ATP6V0A2 MORF_JAK3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_JAK3 HAUS5 AQP5 GRIK5 TMEM11 KIFC3 HNRNPL ZKSCAN3 AGPS SLC2A1 SLC4A3 ARC ZNF592 PIK3CB HTR4 F7 TBC1D22A ZNF500 SSTR5 MSX1 HTR7 HOXD4 MC2R AMFR EXTL3 MYO9B PRELID3A JRK ECE2 SLC30A1 SLC30A3 MLN PVT1 FDXR IKBKE WDR62 SLC13A2 CCKAR NEURL1 ARSL CD8B TLN2 KRT33A PAX9 PCBP3 SLC22A24 SLC24A1 PAX8 ITIH4 PIGB RANBP2 LBP MT4 CYP11A1 MPP2 SPEF1 KCTD20 SEZ6L IRF2BP1 PIGR RBBP8 DOK1 KLHL18 CRCP CNTN2 GRIP2 MOK TM4SF5 MMP25 ADAM15 TMEM94 TNFRSF25 CAMK2G PML PAIP2B BCL2 CDK13 ACKR2 SH2B1 BAHD1 DPT LTK NFRKB SLC12A4 FAM189A2 AFF2 IGSF9B ITPR2 SLC6A9 SLC16A5 SLC6A7 RASSF1 LSM12 IRF2 CMA1 JAK3 ATP6V0A2 MORF_JUND http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_JUND RPL18 HNRNPK IER2 RPL17 SRP14 RPL36A RPL19 RPL13 RBM3 RPLP2 H1-10 ACTG1 LSM14A RPS3A PCBP2 RHOA TPT1 FAU RPL11 RPS27A SLC25A6 EEF2 CLIC1 EIF4G2 EIF4A2 CFL1 UBC RPS12 EEF1G UBB MYL6 NACA EEF1B2 MCL1 RPL27A RPS15A DAZAP2 RPS25 RPS27 RPL30 RPL7 RPL31 RPL6 RPL9 RPL34 JUND BTF3 RPL5 RPS20 RPL10A FBXO7 RPS24 RPL27 RPL24 NXF1 DDX5 RPS6 RPS7 RPL13A RPL22 RPL21 H3-3A H3-3B DNAJB6 MORF_KDR http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_KDR PVR POU6F1 F2RL3 FGF18 BMP10 S100A5 IL16 CD8A SLC6A2 OCM AQP7 EDIL3 COLGALT2 OPLAH ZSCAN26 SERPINA4 ABCB10 MC5R SLC22A6 ITIH3 FAS LGI1 NPFF VSTM4 KNG1 SGPL1 PHOX2B RREB1 GPR171 PCDHGB7 RXRG AOC4P CYP2E1 PSG1 TMEM26 SPA17 FSHR IL11RA ARL3 PGM3 CAMK4 ACKR1 MLLT10 FBXL4 SGCD ASB4 ZNRD1ASP TBX19 MAGEA9 EXOC6B SUPT3H PHLDB1 CXCL5 MYL3 ADAMTSL3 NR3C2 PART1 CDC73 EPHB2 DMD SLC4A8 KRT2 IGKV7-3 RAD51D HNF1A COL8A1 PLA2R1 ERCC4 ZNF266 SIM2 FAM153B PTPRB GUCY2F JRKL NTNG2 GJB5 FZD5 CCL16 KRT34 ERC2-IT1 KDR NTRK3 DBT ATXN3 P2RY10 COL19A1 NR1I2 COL14A1 COX6A2 AMOT TSSK2 H3C6 ABO ABCC8 CADM4 MORF_LCAT http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_LCAT SLITRK2 AP4E1 DZIP1 BTC FSTL4 VIPR2 CUL3 WNT1 RASGRF1 SLC2A4 PTGDR2 LCAT ADAM7 CHRNA3 MATN4 CD3G ATRNL1 SCN2A FOXN2 MYH7 VPS41 CYP1A2 TNNT2 HOXD9 SPAG8 MPHOSPH8 DOC2A BHMT ZNF239 CST5 NLE1 OPHN1 NEU3 AKAP4 GCNT2 SOX3 ASTN1 KCNA3 OPN1SW RPGRIP1L SLCO2A1 ANGPTL7 TCF21 PDE6C P2RY6 IFNA4 ADGRB3 SSX2IP SPAM1 RFPL1S TRPC3 NACAD SYT11 GABRA6 DMP1 MTRF1L NPY5R FAM13C TNNI2 KRT37 EPHA7 BAAT TNFSF11 DOHH AVPR1A RFX1 HDAC9 TCF15 ZNF208 KCNH1 COX10 ELF5 CRP ZNF154 TMEM8B ART3 C18orf25 TRIM9 CRYBB3 AVP GPR176 IL18RAP ZFY SNUPN PHKG2 SOX12 CBLIF SAA4 RPGRIP1 KIF1A GRM8 ATG4B GRM7 PDCL HIPK2 MINAR1 BRDT HCG4 MAP3K14 TPH1 IFT88 AKR1D1 LCT DCC FRK C9 HSD17B2 GK2 SEC14L2 GPR4 STARD13 LRRTM2 MYBPH SERPINC1 TEKT2 ODF2 PRORP MLLT3 DCAF4 GLRB ZNF264 IL9 C1orf21 CCL19 EIF2B1 XPNPEP2 PSMD4P1 SLC16A2 BMPER UGT2B4 PRM2 NMBR RBM17 MORF_LMO1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_LMO1 NEURL1 IMPA1 LMO1 ARSL EFNA2 AQP5 GRIK5 KRT33A HTR1B PAX9 SLC2A1 SLC24A1 PAX8 ITIH4 LBP NCKIPSD FOSL1 SLC4A3 MT4 CYP11A1 SPEF1 HTR4 GGT5 IRF2BP1 PIGR SEZ6L DAPK2 RBBP8 ZNF500 COLQ KANK2 HTR7 MC2R GRIP2 AMFR MOK PARVB TMEM94 TNFRSF25 FUT6 PRELID3A JRK NTPCR BCL2 CBARP SLC30A3 DPT FDXR SLC6A9 SLC16A5 WDR62 CMA1 MORF_LTK http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_LTK HAUS5 AQP5 GRIK5 RPS6KB2 GSTM5 KIFC3 IGHMBP2 ZKSCAN3 DDX11 RBM8A SLC2A1 SLC4A3 KAT8 TUB ARC ZNF592 CRYAA PIK3CB NUDT3 PICK1 SIX3 HTR4 GGT5 F7 NTSR2 TBC1D22A SUN2 ZNF500 SSTR5 CRHR2 MSX1 HTR7 MC2R HOXD4 HSPB2 AMFR EXTL3 CDK5R1 ADAMTSL2 MYL2 N4BP2L2 MTX1 TSPO2 MYO9B PRELID3A ECE2 SLC30A1 AANAT SLC30A3 FCHO1 IFT140 PVT1 B4GALT3 FDXR IKBKE GPR35 HMGCS2 WDR62 SLC13A2 PRPH CCKAR SLC5A2 NEURL1 ARSL PNMT GPR161 DGCR11 SDC3 PAX9 SMPDL3B PCBP3 SLC22A24 ANKRD12 PAX8 SLC24A1 PIGB ITIH4 SIK3 NCKIPSD LBP HSF4 CASP2 MT4 LAIR1 TUBGCP4 CYP11A1 MPP2 SPEF1 IRF2BP1 PIGR DAPK2 RBBP8 CARD10 EML3 DOK1 KLHL18 CRCP CNTN2 ZNF710 GRIP2 CYP2A6 MOK TMSB4Y GPR17 UGT2B15 CRYBA4 CLOCK MMP25 ADAM15 TM4SF5 TMEM94 TNFRSF25 FUT6 TRA2A PML PAIP2B BCL2 PRSS16 HSD17B3 CAMK2B ACKR2 MR1 DPT BAHD1 DTX4 FLT1 LTK SLC12A4 NFRKB TBX5 FAM189A2 DPYSL4 TNP1 IGSF9B ITPR2 SLC6A9 SLC16A5 PTP4A3 SLC6A7 RASSF1 ARAF LSM12 PHF21A IRF2 CMA1 JAK3 OGG1 MORF_MAGEA8 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MAGEA8 PVR KLRC4 S100A5 EHHADH RORB AQP7 EDIL3 ADGRL2 ATP2B2 LILRA1 STAC LILRA4 CFH ABCB10 FAS GNG4 MAP2K7 HTR1E PHOX2B RREB1 MYH2 RXRG PTPRR AOC4P CYP2E1 PCM1 TMEM26 FAM13A CRHR1 PGM3 CAMK4 MLLT10 CCR3 RYR3 TANC2 RYR1 FBXL4 ROR2 OR2B6 MAGEA9 CLCN3 PLPPR4 MAGEA8 ZNF132 MYT1 EPHB2 CEP162 ITGBL1 HSPA1L HCRTR2 TBXT IFNA2 SULT4A1 IFNA1 DMD GYS2 HNF1A IFNA8 GUCY2F SMYD3 ZBTB40 TPD52L1 KRT34 GUCY2C NR1I2 COL14A1 MAP2 CHRNB4 DNAJC22 RGS7 RBMXL1 TNK1 HEPH ABO TLL1 CYP2C19 ATP10B SLC15A1 CPEB3 GLRA3 GYPA WBP4 NOS2 SERPINA4 MC5R CALN1 BRD4 FGF2 VSTM4 SRPK3 ATP4B GPR171 ZNF141 PSG1 SLC26A4 CDR1 SGCD NHEJ1 TBX19 HSD3B2 PHLDB1 CXCL5 PART1 RB1CC1 PCDHB17P EXOC4 SLC4A8 SPATA2 DAZL FUT1 IGKV7-3 LECT2 ZNF266 SIM2 FAM153B IL4 FLRT2 IL5 IL7 NTNG2 PHF10 BIRC5 GJB5 DRC3 TRIM24 CCL16 FZD5 RPS6KA5 ZNF157 P2RY10 COL19A1 JADE3 ABCC8 LRP4 LOR FGF18 BMP10 MPZL1 APOBEC1 GRIK1 IL16 GABRB2 SLC6A2 F2RL1 TTN GHRHR DMPK ZSCAN26 RBMS3 SLC4A4 LGI1 TENM4 SLC33A1 PDE4D SIX6 SPA17 IL11RA RNF24 AKAP3 CAMTA1 DRD1 TTTY1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A LPAR4 FGA ICOS BRINP3 PRPS1L1 RAD51D ATF6B B4GALT6 SLC46A3 CTRL CACNA2D1 JRKL ABCB1 DOCK3 GCM1 ADAM20 H3C6 CPB2 DDX52 CADM4 RSC1A1 POU6F1 CD8A OCM POU6F2 PAX6 ZNF202 AMMECR1 MINDY2 COLGALT2 DGCR9 CCN6 ATP8B1 KLHL23 ITIH3 FOSL1 NPFF PRKCA NOL4 GPR19 GPR18 MPP3 PCDHGB7 LDB3 IPO9 COQ7 FSHR ARL3 EYA1 ADRB1 PPM1E C2orf27A PSD MDM2 CA3 CTSB ZNRD1ASP ZBTB14 KPNA1 SUPT3H NR3C2 IFNW1 CDC73 GPR1 CDH4 CDH8 NPAS2 SPRR2C MAP3K1 NFAT5 KRT2 NEDD4L COL8A1 ERCC4 THPO PTPRB FAM110B R3HCC1L IFNA10 UBE4B ISL1 ERC2-IT1 PTPN20 OR10H3 MON2 DBT ATXN3 NEB SLC17A3 SLC17A1 TSSK2 IFNA14 LIPC GCA MORF_MAGEA9 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MAGEA9 KLRC4 PPP2R5B MASP2 LTBP4 CYP2D6 RORB HTR1B PPP1R1A FAS GNG4 MAP2K7 STAG1 HTR1E PHOX2B KRR1 TNIK MAGI1 PDPN PIK3CB RREB1 MYH2 PTPRR RXRG PTPRS AOC4P CYP2E1 PCM1 BCL2L11 ZNF500 RYR3 ROR2 MAGEA9 MAGEA8 ZNF132 ZNF133 CACNB1 ARFGEF2 ADCYAP1 CEP162 HCRTR2 IFNA2 SULT4A1 TBXT IFNA1 NTPCR HNF1A GUCY2F GUCY2C COL14A1 HMHB1 MAP2 CDC42BPA DNAJC22 RBMXL1 RGS7 TNK1 TLL1 SCAPER CYP2C19 ATP10B GLRA3 KRT33A KRT33B SERPINA4 VKORC1 SYNJ2 MC5R SLC22A6 BRD4 IL13RA1 FGF2 SRPK3 ZP2 PIK3C2A ZNF141 PDE10A ARHGEF12 TAF12 ZNF134 BNIP1 GRIP2 USP20 ZNF33B NHEJ1 CLOCK HSD3B2 PHLDB1 REPS2 C6 PART1 PCDHB17P SLC4A8 HAAO EXOC4 GPATCH8 DAZL HTR3A ZNF266 SIM2 FAM153B IL4 SOAT2 FLRT2 IL7 NTNG2 PHF10 DRC3 ELAVL2 TRIM24 CCL16 RPS6KA5 ZNF157 P2RY10 JADE3 LRP6 USP46 HTR2C LRP4 BMP10 MPZL1 TSPAN2 GRIK1 IL16 GRIK5 IL13 FNTB SLC2A1 ELOVL6 SLC33A1 PDE4D SIX6 IL11RA TACC2 MGA CAMTA1 DRD1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A LPAR4 FGA TFDP2 BRINP3 B4GALT6 CACNA2D1 ABCB9 JRKL ABCB1 LDLRAD4 NMT2 MPZL2 ADRA1A SLC13A2 ADAM20 H3C6 CPB2 DDX52 OCM ZNF200 PAX6 ZNF202 AMMECR1 STXBP5L BARX2 COLGALT2 PAX9 CCN6 PAX7 SCN7A TIE1 FOSL1 NFX1 KNG1 C1orf216 GPR19 CNTN6 GPR18 ESR1 IPO9 ARL3 PPM1E HOXC11 GPR15 CA3 ZNRD1ASP VIP FRYL NR3C2 CDC73 TSHB CDH4 CDH8 NEDD4L COL8A1 CD6 COL4A4 FLT1 R3HCC1L NF1 ISL1 DBT NEB GCA SLC14A2 ADCY3 PVR EDN3 S100A5 SYT5 FIG4 AQP7 EDIL3 TPD52 ATP2B2 LILRA1 STAC LILRA4 CFH ABCB10 SGPL1 CD3E TMEM26 FAM13A FRY DEPDC5 CRHR1 PGM3 CAMK4 COLQ TANC2 MLLT10 CCR3 FBXL4 PDE4DIP OR2B6 CLCN3 PLPPR4 STK17A MYT1 PRELID3A EPHB2 ITGBL1 DMD GYS2 NXPE3 CNKSR1 VPS35L SMYD3 ZBTB40 TRIO ECM2 KRT34 MYOZ3 CSRP3 KDR SEMA6A PAXIP1 NR1I2 SFRP4 COX6A2 CHRNB4 HEPH ABO CRYM NRP2 SLC15A1 CPEB3 WBP4 PTEN NOS2 DNAJC16 GNPAT CALN1 MSL3 NR2F1 LPGAT1 ATP4B GPR171 PSG1 GMPR RBBP7 SLC26A4 CDR1 SGCD TBX19 CXCL5 POLR2K PRIM2 FUT6 RB1CC1 SPATA2 FUT1 IGKV7-3 LECT2 ETV3 POLR3F TBX5 GJB5 AFF2 FZD5 SLC16A5 COL19A1 ABCC8 ATP6V0A2 LOR FGF18 F2RL3 PLXNA3 NRTN THRA APOBEC1 GABRB2 SLC6A2 F2RL1 SLC6A4 GHRHR DMPK STARD5 ZSCAN26 RBMS3 LGI1 SLC4A3 AC021066.1 TENM4 SCAMP1 ENOX2 SOCS6 SPA17 CDKL5 ELL2 CBLN1 ACKR1 HOXD4 RNF24 ERC1 ASB4 AKAP3 TTTY1 B3GNT3 RAD51D PRPS1L1 RUNX1 ATF6B SLC46A3 IVL RUNX2 NOVA1 CTRL GABRA1 CELA2B BRCA1 GCM1 HOXB7 ULK2 HABP4 RSC1A1 CADM4 POU6F1 CD8A POU6F2 MINDY2 PDCD1 PLEKHB1 DGCR9 ATP8B1 ITIH4 NCKIPSD ITIH3 NPFF PRKCA CYP11A1 GLE1 MPP3 OTC LDB3 COQ7 DAPK2 FSHR CHST1 MFN1 PSD MDM2 ZNF710 CTSB KPNA1 ZBTB14 SUPT3H TNFRSF25 PPP1R12B IFNW1 GPR1 CPZ NPAS2 SPRR2C MAP3K1 NFAT5 KRT1 KRT2 PLA2R1 ERCC4 DPT THPO PTPRB MSH3 IFNA10 UBE4B ERC2-IT1 PTPN20 MON2 OR10H3 SLC17A7 CASP10 ATXN3 ANXA10 SLC17A3 SLC17A1 ATP8A2 POFUT2 IFNA14 TSSK2 SLC18A1 CYP4F2 MORF_MAP2K2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MAP2K2 HCCS HNRNPAB PUF60 ATP6AP1 SNRNP200 CAPZA1 RANGAP1 COX5B PDHB NONO TMEM147 EIF4EBP2 IDH3G STARD7 ATXN10 SRSF9 H2AZ1 AKR7A2 RPN1 U2AF1 LSM4 SLC4A2 LSM2 IFRD1 DDOST EIF3I GNG5 ANAPC5 HNRNPUL1 ERP29 NRDC MTA1 LYPLA1 DCTN2 BCAP31 MRPS18B SNRPA VPS26A SNRPE TRAPPC3 MDH1 HAX1 RAD23A PPT1 BANF1 KARS1 HADHA HADHB PSMB7 DDX49 RAC1 PSMB2 CTDNEP1 MTCP1 AP2M1 ZNRD2 TBL3 FIBP MAP2K2 COX8A JTB IDH3B AFG3L2 VDAC2 VDAC3 CCT7 MYDGF CCT5 HDAC2 NDUFV1 RHEB XPO7 ATP5F1D COPS5 AP2S1 CYC1 AP3S1 EIF3K NUP188 PRDX3 CANX GLB1 NDUFS5 GPX4 SLC25A3 ATP5PO PTDSS1 NDUFS3 IMPDH1 PSMD8 KHDRBS1 PPP2R1A PRPF31 SSBP1 CYCS SLC3A2 MRPL9 NDUFC1 PPM1G FAM120A GNB2 GNB1 RUVBL2 UBE2S RNPEP COPE TUFM MTDH GANAB POLR2I GPAA1 ATP5MC3 SF3B2 SET AP3D1 PCMT1 TCEA1 BUB3 NSDHL CS TRIM28 CSNK2B DRG1 TMED9 SOD1 PARK7 SDHA SDHB GPI YWHAQ DGKZ KXD1 MORF_MAP2K7 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MAP2K7 PVR KLRC4 FGF18 PLXNA3 MPZL1 APOBEC1 S100A5 GRIK1 SLC6A2 MASP2 GABRB2 F2RL1 SLC6A4 RORB EDIL3 STARD5 LILRA1 STAC ZSCAN26 LILRA4 LGI1 GNG4 SLC4A4 MAP2K7 HTR1E TENM4 PHOX2B RREB1 PTPRR SOCS6 RXRG AOC4P PDE4D PCM1 TMEM26 SIX6 SPA17 TACC2 CRHR1 CBLN1 CAMK4 TANC2 RYR3 ROR2 RNF24 AKAP3 OR2B6 MAGEA9 TTTY1 CLCN3 DRD1 MAGEA8 PLPPR4 ZNF132 ADAMTSL3 ST8SIA1 KCNA5 MYT1 EPHB2 ITGBL1 CEP162 ATF2 HCRTR2 PDE6A TBXT SULT4A1 IFNA1 FGA DMD GYS2 HNF1A RAD51D SLC46A3 CTRL JRKL SMYD3 TRIO ZBTB40 ABCB1 KRT34 GCM1 NR1I2 HOXB7 ULK2 MAP2 SFRP4 COX6A2 RGS7 DNAJC22 ADAM20 TNK1 CPB2 ABO CADM4 RSC1A1 SLC15A1 POU6F2 GLRA3 PAX6 ZNF202 AMMECR1 MINDY2 DNAJC16 COLGALT2 DGCR9 PAX7 SERPINA4 MC5R CALN1 BRD4 ITIH3 FOSL1 NPFF SRPK3 GPR19 ATP4B GPR171 SOX11 LDB3 IPO9 PSG1 RBBP7 FSHR HOXC11 PPM1E PSD MDM2 GPR15 CA3 CTSB NHEJ1 ZBTB14 ZNRD1ASP KPNA1 TBX19 HSD3B2 VIP PHLDB1 SUPT3H REPS2 POLR2K C6 NR3C2 IFNW1 CDC73 PART1 TSHB GPR1 CDH4 CDH8 NPAS2 SPRR2C RB1CC1 EXOC4 KRT2 COL8A1 LECT2 ERCC4 SIM2 FAM153B IL4 IL7 PHF10 OR7A5 NTNG2 GJB5 FZD5 OR10H3 MON2 ZNF157 ATXN3 COL19A1 NEB SLC17A3 ANXA10 JADE3 SLC17A1 ATP8A2 IFNA14 LRP4 GCA SLC14A2 MORF_MAP3K14 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MAP3K14 SLITRK2 AP4E1 BTC NTN3 FSTL4 VIPR2 CUL3 WNT1 RASGRF1 CDKN2B PTGDR2 LCAT GUCA2A CHRNA1 ADAM7 MATN4 CD3G ATRNL1 CTRB1 CRISP2 SCN2A CRISP1 FOXN2 VPS41 MYH7 CYP1A2 BTBD9 HOXD9 MPHOSPH8 DOC2A ZNF239 CST5 BHMT AKAP5 NLE1 OPHN1 NEU3 SOX3 CA5A YJU2 ASTN1 KCNA3 OPN1SW FOXH1 ANGPTL7 P2RY6 PDE6C IFNA4 SPAM1 SMG6 NACAD SYT11 GABRA6 DMP1 MTRF1L MUC7 NPY5R MYCNOS EPHA7 KRT37 TNFSF11 BAAT DOHH ATP2A1 AVPR1A RFX1 TCF15 ZNF208 KCNH1 COX10 ZNF154 ART3 AKR1C4 ORC4 C18orf25 OPRPN CRYBB3 IL18RAP GPR176 KIF17 ZFY PHKG2 SAA4 CBLIF LDB2 RPGRIP1 IPO8 IRGC KIF1A GRM8 HIPK2 BRDT PDE9A MAP3K14 RAB3A C9 SPOCK3 GK2 KIT CXCL6 SEC14L2 SOS1 MYBPH CHM SERPINC1 TEKT2 ODF2 PRORP MT1B DCAF4 MLLT3 ZNF264 CYTH3 C1orf21 CYP4F11 EIF2B1 XPNPEP2 UGT2B4 DSC1 RBM17 MORF_MBD4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MBD4 URM1 IST1 COPS5 UTP18 ATP6AP2 FAM20B CTCF SLC35A1 HSBP1 COX5A SRP19 CANX BUD31 BAG5 CD47 RAD21 COPB1 PSMD7 NDUFS1 EBAG9 CTBP1 SPTLC1 RALBP1 YY1 COX4I1 MBD4 HARS2 PPP1CA FAM120A TBCA PSMA4 PSMA3 RAB5A URI1 ATP5F1C SRP9 UGP2 DYNC1I2 MDH1 UQCRB PPP6C RAD23B CNBP MTDH CNIH1 SEM1 NEDD8 SKP1 ENSA COX7A2L KARS1 HADHB PSMB4 SUMO1 SYPL1 TMED2 CLEC18C STX16 AP2M1 GABARAPL2 NDUFA2 ATP5MF UBE4A SMG7 YWHAB SAP18 NDUFA1 DNPEP GMFB RNF6 PSMC6 UBR5 LAMP2 PPP1R7 PSMC2 PRKAR1A PSMC1 RNF115 CFDP1 SEC13 PDCD6 SETD3 EIF4E2 ADAR MORF_MLLT10 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MLLT10 PVR KLRC4 ADCY3 S100A5 PPP2R5B SYT5 MASP2 CYP2D6 RORB TMEM11 AQP7 EDIL3 TPD52 LILRA1 STAC CFH ABCB10 FAS GNG4 HTR1E STAG1 SGPL1 KRR1 PHOX2B PIK3CB RREB1 MYH2 RXRG AOC4P CYP2E1 PCM1 TMEM26 FAM13A BCL2L11 FRY CRHR1 PGM3 CAMK4 MLLT10 TANC2 CCR3 RYR3 FBXL4 PIAS2 SURF2 MAGEA9 OR2B6 CLCN3 PLPPR4 MAGEA8 ZNF132 CACNB1 MYT1 ARFGEF2 ITGBL1 EPHB2 CEP162 PRELID3A HCRTR2 SULT4A1 TBXT IFNA2 IFNA1 DMD HNF1A NXPE3 GUCY2F SMYD3 ZBTB40 TPD52L1 KRT34 GUCY2C KDR PAXIP1 COL14A1 NR1I2 MAP2 CHRNB4 COX6A2 DNAJC22 RBMXL1 TNK1 ABO TLL1 ZBTB33 ATP10B SLC15A1 CPEB3 GLRA3 WBP4 PTEN KRT33A NOS2 DNAJC16 SERPINA4 MC5R SLC22A6 CALN1 BRD4 IL13RA1 FGF2 MSL3 SRPK3 ZP2 PIK3C2A ATP4B GPR171 ZNF141 TLE1 PSG1 BRWD1 CDR1 ZNF134 BNIP1 USP20 SGCD ZNF33B NHEJ1 TBX19 HSD3B2 PHLDB1 CXCL5 POLR2K PART1 RB1CC1 SLC4A8 SPATA2 EXOC4 GPATCH8 DAZL IGKV7-3 FUT1 LECT2 ZNF266 SIM2 FAM153B IL4 FLRT2 POLR3F IL7 PHF10 NTNG2 GJB5 BIRC5 ELAVL2 DRC3 TRIM24 CCL16 FZD5 RPS6KA5 ZNF157 P2RY10 COL19A1 JADE3 USP46 AMOT ABCC8 ATP6V0A2 LRP4 LOR FGF18 F2RL3 BMP10 MPZL1 NRTN APOBEC1 IL16 TSPAN2 GRIK1 SLC6A2 GABRB2 F2RL1 GRIK5 TTN GHRHR DMPK FNTB ZSCAN26 ELOVL6 LGI1 AC021066.1 TENM4 SLC33A1 PDE4D SPA17 SIX6 IL11RA TACC2 HOXD4 MGA RNF24 ERC1 AKAP3 CAMTA1 DRD1 TTTY1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A BRINP3 TFDP2 B3GNT3 RAD51D SLC46A3 B4GALT6 RUNX2 NOVA1 CTRL CACNA2D1 CELA2B JRKL ABCB1 BRCA1 GCM1 ULK2 ADAM20 H3C6 CPB2 CADM4 RSC1A1 DDX52 POU6F1 CD8A OCM POU6F2 PAX6 SULT2B1 ZNF202 AMMECR1 MINDY2 BARX2 COLGALT2 PLEKHB1 PAX9 DGCR9 PAX7 ATP8B1 SCN7A ITIH3 TIE1 FOSL1 NPFF NFX1 PRKCA NOL4 C1orf216 GPR19 GLE1 CYP11A1 GPR18 CNTN6 MPP3 LDB3 IPO9 COQ7 FSHR CHST1 ARL3 MFN1 PPM1E C2orf27A PSD GPR15 MDM2 CTSB ZNRD1ASP ZBTB14 SUPT3H NR3C2 IFNW1 CDC73 CDH4 GPR1 NPAS2 CDYL SPRR2C MAP3K1 NFAT5 KRT2 COL8A1 ERCC4 THPO PTPRB R3HCC1L FAM110B MSH3 UBE4B IFNA10 ERC2-IT1 MON2 RUFY3 OR10H3 CASP10 DBT ATXN3 NEB SLC17A3 IFNA14 TSSK2 CYP4F2 GCA MORF_MTA1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MTA1 HNRNPAB NCBP2 XPO6 PUF60 SNRNP200 CNOT3 SART3 SLC35A1 COX5A NONO RAD21 SMARCD2 AKR7A2 SLC4A2 PABPN1 MTA1 LYPLA1 DCTN2 BCAP31 TMEM106C MRPS18B TIAL1 AC118549.1 SNRPA RAD23B ENSA BANF1 COIL KARS1 PSMB4 PSMB6 POLE3 PSMB2 RAC1 CTDNEP1 UBAP2L MTCP1 XPOT FIBP MAP2K2 MAML1 SMG7 AFG3L2 DOCK3 PHF3 HDAC2 NUP62 NDUFV1 ARF3 PRKAR1A CFDP1 SPCS2 XPO7 METAP1 COPS5 PRKAG1 CYC1 AP3S1 NUP188 TMBIM6 CANX PIGC ARFGAP2 RAB6A PSMD7 KDELR1 KHDRBS1 PPP2R1A SARS1 MRPL9 PPM1G FAM120A SRP9 SERP1 TUFM MTDH ATG12 SEM1 POLR2I GPAA1 PDAP1 RPA1 GGCT SUMO1 SET CENPB ILVBL TCEA1 ACTL6A FBXW11 NSDHL SHMT1 CS DRG1 SOD1 PWP1 SDHA F8A1 ILF2 MRPL28 PPP1R7 MORF_MYL3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MYL3 LOR FGF18 BMP10 S100A5 CYP2C19 CYP2D6 HOXD13 AQP7 AMMECR1 WBP4 MAGEC1 COLGALT2 OPLAH ZSCAN26 SERPINA4 ABCB10 SLC22A6 ITIH3 SCN7A LGI1 FOSL1 NPFF ZP2 RREB1 RXRG AOC4P PDE4D NRXN1 TMEM26 SPA17 IL11RA ARL3 SLC26A4 PGM3 TANC2 FBXL4 SGCD ZNF33B ERC1 TBX19 HSD3B2 ZNF133 MYL3 CDC73 EPHB2 NFAT5 SLC4A8 KRT2 IGKV7-3 HTR3A ERCC4 RUNX2 SIM2 FAM153B PTPRB JRKL ZBTB40 NTNG2 ABCB1 ELAVL2 GJB5 KDR NR1I2 COL19A1 PKP1 MEOX2 COX6A2 TSSK2 FPR2 H3C6 ABCC8 MORF_MYST2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_MYST2 HNRNPK E2F1 PRPH XRCC2 PNMT GPR161 EFNA3 GPRIN2 RASSF7 PRKCSH APOBEC3C CNOT4 AC002316.1 PDPK1 PCBP3 DNAJC8 ZFPL1 USP11 KAT7 GNL1 LPAR2 RPS27A TUB PTGER3 RXRB NUDT3 PIM1 ZNF337 SLC9A3R2 M6PR SUN2 ORC1 GRM4 ARVCF CNTN1 MVK CNPPD1 VAMP1 FZR1 UBE3B PFKFB2 LY6G6C TSPO2 GRK2 NR1H2 PRPF8 GIGYF2 ALDH4A1 CAMK2B ODF1 STK19 PEX10 KIF21B B4GALT3 SLC12A4 DRG2 TPMT LGALS9 ZBED1 MAN2C1 GPR35 GSK3A RPL22 GTF2F1 ARAF H3-3A TNK2 MORF_NME2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_NME2 RALY RPL18 SRP14 RPL17 RPL36A LDHA RPL19 HMGN2 RPL13 PUF60 RPL15 STOML2 RPLP2 COX5B ATP5MPL ACTG1 TMEM147 RPLP0 FAU RPL11 RPL12 TUBA1B RPS27A RPL36AL RAN LYPLA2 EEF2 NME2 RPS19 SPAG7 HUWE1 RPS16 NME1 RPS14 RPS12 SNRPB ATP5F1C RPS13 RPS10 RPS11 SNRPE MYL6 ALDOA COX7C HDGF NEDD8 ARF5 CALR BANF1 RPS25 PFN1 PSMB4 RPS27 OAZ1 PSMB1 RPL7 RPS29 RPL6 RPL9 NPM1 RPL8 COX6B1 BTF3 RPS20 PABPC1 RPS23 AP2M1 RPS24 C9orf16 TBCB ATP5MF EEF1A2 COX8A JTB SAP18 RPS9 RPL23A RPS6 RPS5 RPS8 RPS7 CCT7 RPL18A OTUB1 PPIA PSMC1 COX6A1 HSPD1 RACK1 HSP90AB1 URM1 COPS6 HINT1 CYC1 CANX RPS3 RPS3A PCBP2 TSR3 PSMD8 HSP90AA1 SLC25A6 COX4I1 UBE2I CLIC1 RPS4X ATP6V1F EIF4G2 EIF4A1 CFL1 UBC EEF1G GNAS UBB EEF1D UQCRB POLR2H YWHAZ GANAB NACA RPL27A RPL35 RPS15A COX7A2L RPL38 PDAP1 MIF SUMO3 SUMO2 RPL30 RPL32 RPL31 XBP1 RPL34 ENO1 ACTB NDUFA2 COX7A2 HNRNPC RPL27 DRG1 RPL24 NDUFA1 DNPEP MRPL23 RPL13A RPL21 ELOB UBA1 PTPA PGK1 SSNA1 SSR2 CALM2 MORF_NOS2A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_NOS2A ADCY3 PVR KLRC4 S100A5 PPP2R5B SYT5 LTBP4 FIG4 CYP2D6 AQP5 AQP7 TMEM11 RORB EDIL3 ATP2B2 HTR1B LILRA1 STAC PPP1R1A LILRA4 CFH ABCB10 FAS GNG4 HTR1E KRR1 PHOX2B TNIK MAGI1 CD3E PIK3CB RREB1 MYH2 HTR4 RXRG PTPRS AOC4P CYP2E1 PCM1 TMEM26 BCL2L11 ZNF500 CRHR1 PGM3 MSX1 CAMK4 COLQ HTR7 RYR3 MLLT10 TANC2 CCR3 MC2R OR2B6 MAGEA9 MAGEA8 PLPPR4 ZNF132 ZNF133 MYO9B STK17A MYT1 ARFGEF2 EPHB2 PRELID3A CEP162 ADCYAP1 HCRTR2 JRK TBXT SULT4A1 NTPCR HNF1A NXPE3 MLN TGFBR1 ZBTB40 TRIO MYOZ3 PAXIP1 NR1I2 MAP2 COX6A2 RBMXL1 TNK1 ABO SCAPER SLC15A1 ATP10B WBP4 KRT33A KRT33B NOS2 DNAJC16 SERPINA4 SYNJ2 MC5R CALN1 SLC22A6 BRD4 MSL3 NR2F1 SRPK3 LPGAT1 ATP4B PIK3C2A GPR171 PSG1 BNIP1 ZNF134 USP20 GRIP2 TBX19 CLOCK PHLDB1 POLR2K FUT6 PART1 BCL2 RB1CC1 EXOC4 GPATCH8 IGKV7-3 LECT2 HTR3A SIM2 FAM153B IL4 SOAT2 OPRL1 IL7 TBX5 NTNG2 PHF10 ELAVL2 GJB5 DRC3 AFF2 TRIM24 FZD5 RPS6KA5 ZNF157 KANK3 P2RY10 SLC16A5 COL19A1 JADE3 ABCC8 ATP6V0A2 FGF18 BMP10 NRTN MPZL1 PLXNA3 GRIK1 IL16 SLC6A2 GABRB2 GRIK5 IL13 GHRHR FNTB STARD5 ZSCAN26 SLC2A1 SLC4A3 AC021066.1 TENM4 ZNF592 SLC33A1 SOCS6 SIX3 PDE4D SIX6 SPA17 TBC1D22A IL11RA TACC2 ELL2 HOXD4 RNF24 MGA ERC1 AKAP3 TTTY1 ADAMTSL3 KCNA5 WT1 ATF2 PDE6A TFDP2 BRINP3 RAD51D PRPS1L1 SLC30A3 B4GALT6 RUNX1 SLC46A3 IVL RUNX2 CTRL ABCB9 CELA2B SLC6A11 JRKL ABCB1 BRCA1 GCM1 MPZL2 ADAM20 HABP4 SLC13A2 H3C6 CPB2 CADM4 RSC1A1 POU6F1 POU6F2 PAX6 ZNF200 SULT2B1 ZNF202 AMMECR1 MINDY2 COLGALT2 PLEKHB1 BARX2 PAX9 DGCR9 PAX7 ATP8B1 ITIH4 PIGB ITIH3 TIE1 NCKIPSD FOSL1 NPFF NFX1 C1orf216 CYP11A1 GLE1 GPR19 GPR18 ESR1 IPO9 DAPK2 FSHR ARL3 CHST1 MFN1 KLHL18 PSD GPR15 MDM2 ZBTB14 ZNRD1ASP SUPT3H TNFRSF25 FRYL CAMK2G PPP1R12B NR3C2 CDC73 GPR1 CPZ KRT1 KRT2 COL8A1 CD6 ERCC4 DPT FLT1 MSH3 NF1 UBE4B MON2 DBT CASP10 ATXN3 NEB SLC17A3 SLC17A1 ATP8A2 IFNA14 POFUT2 TSSK2 CYP4F2 SLC18A1 MORF_NPM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_NPM1 RPL18 HMGN1 HNRNPK RPL17 SRP14 LDHA RPL36A RPL19 HMGN2 RPL14 RPL13 RPL15 XRCC6 CBX3 RPLP2 CCT2 NONO ACTG1 H2AZ2 RPLP0 RPLP1 TPT1 U2AF1 EIF3D EIF3E FAU RPL11 RPL12 EIF3H TUBA1B EIF3F RPS27A EIF3M RAN EEF2 SRSF2 RPS18 NME2 HNRNPA1 RPS19 RPS16 RPS17 RPS14 RPS12 SNRPB RPS13 RPS10 RPS11 SNRPE EEF1B2 STRAP COX7C HDGF ACP1 RPS25 PFN1 TUBB RPS27 RPS28 OAZ1 PSMB1 RPL7 DDX49 RPS29 ARPC3 RPL6 RPL9 RPL8 NPM1 RPL3 BTF3 RPL5 RPL10A RPS20 PABPC1 RPL4 RPS23 RPS24 EEF1A1 JTB RPS9 RNPS1 RPL23A UBE2L3 RPS6 RPS5 RPS8 RPS7 CCT7 RPL18A PPIA UBA2 COX6A1 H3-3A HSPD1 RACK1 HSP90AB1 COPS6 HINT1 NAP1L1 RPS2 UQCRFS1 PTMA YBX1 RPS3 MAZ RPS3A PCBP2 RHOA SLC25A3 HSP90AA1 ANP32B CCNI SLC25A6 COX4I1 UBE2I CLIC1 RPS4X NCL EIF4G2 UQCRH EIF4A2 EIF4A1 CFL1 UBC EEF1G GNAS USP22 UBB EEF1D YWHAZ NACA RPL35 RPL27A RPS15A RPL37 RPL38 SUMO3 SUMO2 RPL30 RPL32 RPL31 RPL34 ENO1 ACTB GDI2 HNRNPC RPL27 RPL24 DRG1 RPL28 PARK7 RPL29 MRPL23 RPL23 RPL22 RPL13A RPL21 PHB2 YWHAQ ATP5F1A PGK1 MORF_ORC1L http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ORC1L COPS2 XRCC2 ARSL PNMT NDST1 GPR161 TCOF1 PKMYT1 CNP TXLNA PRKCSH HNRNPL IGHMBP2 AC002316.1 GHITM PCBP3 ANKRD12 PAX8 DNAJC8 ZFPL1 SIK3 KAT7 CASP2 TOMM34 TUB PTGER3 NUDT3 FAM189B TAZ ZNF337 PSD4 IRF2BP1 M6PR ORC1 MGAT1 PSMA1 PITPNM1 RFC1 CNTN1 MVK CRYBA4 ADAM15 HMGB1 TSPO2 SUMO4 POLR2A RPA2 ARIH2 PAIP2B ARPC3 PRPF8 PLIN3 CAMK2B FCHO1 TAF1 PTPN9 B4GALT3 SLC12A4 CELA2A DRG2 IGSF9B ZBED1 GPR35 GSK3A GTF2F1 IKBKG LSM12 GRK6 TNK2 MORF_PAPSS1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PAPSS1 XRCC5 XPO1 SNRNP200 HNRNPD CAPZA1 ZNF638 PDHB SMNDC1 NONO EIF4EBP2 IDH3G STARD7 ATXN10 EIF1AX DNAJC8 RPN1 SRRM1 PUM2 IFRD1 GNG5 PABPN1 ANAPC5 LYPLA1 TIAL1 VAMP3 VGLL4 VPS26A TRAPPC3 LRPPRC MDH1 DDX39B RAD23A ZNF131 PPT1 ARPC5 GPN1 CAPZB ARFGEF1 HADHA HADHB CTDNEP1 RCHY1 EPRS1 VDAC2 AFG3L2 VDAC3 TAX1BP1 SREBF2 HDAC2 HDAC1 TOMM70 SMARCC2 ARF4 AHCYL1 XPO7 BMI1 RTN4 METAP1 CLSTN1 ESD AP3S1 RTCB NAP1L4 CANX ACTR3 DYNLL1 GTF2A2 CAP1 RAB6A SEC24C BRD8 KHDRBS1 TM9SF2 G3BP2 NDUFC1 GAK FAM120A GNB2 GNB1 KRIT1 RNPEP SERP1 GANAB MTDH GPAA1 SEC63 SUMO2 ANXA7 EFCAB14 TCEA1 PAPSS1 FBXW11 TNPO3 DCTD PTPRA CS TMED9 SH3BGRL RNF44 YWHAQ DGKZ CALM2 KXD1 MORF_PAX7 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PAX7 KLRC4 ADCY3 PVR S100A5 PPP2R5B SYT5 LTBP4 CYP2D6 FIG4 AQP5 AQP7 EDIL3 ATP2B2 HTR1B STAC LILRA4 CFH GNG4 MAP2K7 HTR1E KRR1 MAGI1 CD3E RREB1 MYH2 HTR4 RXRG PTPRS AOC4P CYP2E1 TMEM26 BCL2L11 ZNF500 DEPDC5 CRHR1 RFC5 MSX1 COLQ CAMK4 CCR3 MLLT10 MC2R ROR2 AMFR MAGEA9 OR2B6 ZNF132 ZNF133 CACNB1 MYO9B STK17A MYT1 ARFGEF2 PRELID3A ADCYAP1 EPHB2 CEP162 HCRTR2 TBXT SULT4A1 NTPCR RAC3 HNF1A CBARP NXPE3 MLN CNKSR1 TRIO ZBTB40 ECM2 MYOZ3 CSRP3 RALYL PAXIP1 NR1I2 HMHB1 SFRP4 COX6A2 TNK1 ABO SCAPER SLC15A1 ATP10B KAZN WBP4 KRT33A KRT33B NOS2 DNAJC16 SERPINA4 VKORC1 GNPAT MC5R SYNJ2 SLC22A6 BRD4 MYC LINC00837 MSL3 NR2F1 SRPK3 LPGAT1 PSG1 GMPR BNIP1 KANK2 GRIP2 CLOCK TBX19 PHLDB1 POLR2K FUT6 PART1 BCL2 RB1CC1 HAAO EXOC4 LECT2 SIM2 ETV3 FAM153B IL4 IL3 SOAT2 CEP135 TBX5 PHF10 NTNG2 GJB5 ELAVL2 AFF2 DRC3 TRIM24 FZD5 ZNF157 P2RY10 SLC16A5 COL19A1 JADE3 ABCC8 ATP6V0A2 FGF18 BMP10 MPZL1 NRTN PLXNA3 THRA MID2 CCIN GABRB2 GRIK5 RPS6KB2 FNTB STARD5 ZSCAN26 SLC2A1 SLC4A3 KAT8 AC021066.1 TENM4 ZNF592 ENOX2 SIX3 PDE4D RPH3A SIX6 TBC1D22A ELL2 TACC2 CBLN1 HOXD4 ERC1 AKAP3 ABCA1 KCNA5 ATF2 ZNF330 PDE6A FGA RAD51D SLC30A3 RUNX1 ENTPD1 SLC46A3 IVL RUNX2 CTRL ABCB9 BRCA1 GCM1 SLC13A2 ADAM20 HABP4 CPB2 RSC1A1 CADM4 POU6F1 POU6F2 PAX6 ZNF202 AMMECR1 MINDY2 STXBP5L SDC3 BARX2 PLEKHB1 COLGALT2 PAX9 DGCR9 PAX7 ITIH4 ATP8B1 NCKIPSD SCN7A FOSL1 NPFF EGR1 C1orf216 CYP11A1 GLE1 GPR19 GPR18 ESR1 IPO9 PIGR SEZ6L DAPK2 ARL3 HOXC11 PSD MDM2 ZNF710 GPR15 ZNRD1ASP ZBTB14 SUPT3H TNFRSF25 PPP1R12B CAMK2G NR3C2 CDC73 GPR1 CDH4 CPZ TSPYL1 WT1-AS NPAS2 KRT1 KRT2 CD6 ERCC4 DPT FLT1 MSH3 UBE4B MON2 SLC17A7 ATXN3 SLC17A3 ANXA10 NEB SLC17A1 ATP8A2 POFUT2 SLC18A1 NFIC SLC14A2 MORF_PDCD1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PDCD1 PVR LOR F2RL3 S100A5 APOBEC1 CD8A SLC6A2 OCM PAX6 EDIL3 PDCD1 STAC ZSCAN26 SERPINA4 ATP8B1 CALN1 BRD4 LGI1 NPFF HTR1E PHOX2B SGPL1 RREB1 GPR171 PCDHGB7 RXRG AOC4P PSG1 TMEM26 SIX6 SPA17 FSHR SLC26A4 PGM3 CAMK4 FBXL4 NHEJ1 ZBTB14 ZNRD1ASP TBX19 MAGEA9 OR2B6 SUPT3H ADAMTSL3 NR3C2 PART1 CDC73 ITGBL1 EXOC4 SLC4A8 KRT2 FUT1 RAD51D COL8A1 LECT2 ERCC4 FAM153B IL4 GUCY2F IFNA10 JRKL NTNG2 CCL16 FZD5 KRT34 ERC2-IT1 OR10H3 ATXN3 COL19A1 NEB ADAM20 TSSK2 GCA CADM4 MORF_PDPK1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PDPK1 E2F1 PRPH ALPG XRCC2 PNMT GPR161 GPRIN2 EFNA3 APOBEC3C CNOT4 IGHMBP2 AC002316.1 PDPK1 GHITM PCBP3 ANKRD12 GP2 ZFPL1 USP11 HSF4 CEACAM3 KAT7 GNL1 CASP2 KHNYN TUB PTGER3 NUDT3 RXRB ZNF337 PIM1 M6PR SLC9A3R2 KIF1C ARVCF GRM4 LYZL6 CNTN1 GPA33 MVK CNPPD1 VAMP1 ACR FZR1 UBE3B RAP1GAP PFKFB2 TRA2A TSPO2 GRK2 PHIP NR1H2 PLEKHG3 IVD LMTK2 GIGYF2 CACTIN BCL3 CAMK2B ODF1 KIF21B CPNE6 SLC12A4 DRG2 IGSF9B TPMT LGALS9 ZBED1 GPR35 GSK3A GTF2F1 ARAF HTR2A MORF_PHB http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PHB XPO6 BMS1 PKMYT1 CNP BPHL PRKCSH HNRNPL EIF6 DDX18 DDX11 SFSWAP DNAJC8 DNAJC7 IFRD2 GNL2 CIB1 PABPN1 MCRS1 NUDT3 PSD4 HMG20B MGAT1 KAT2A MPST TFAP4 MTX1 ELK1 MLEC RABGGTA ARIH2 PSMB6 PLIN3 ALDH4A1 SCARB1 DYRK2 STK19 B4GALT3 CSTF3 PHB TP53BP1 MEA1 FDXR RPRD2 AFG3L2 IDH3A SLC25A11 CCT4 NUP62 WDR62 OTUB1 IKBKG GRK6 METAP1 NDST1 COPS6 TIMM17A PRKAG1 TCOF1 RTCB CAD NUP188 TERF2IP DAXX NAP1L4 PCGF2 PARN PCBP3 PAX8 PSMD2 PSMD3 FANCG TPR TOMM34 AGPAT1 DDB1 FAM189B ERAL1 PCGF1 RBBP8 ESYT1 NELFB MFN2 EML3 PFDN1 CNPPD1 CPSF4 ADAM15 TMEM94 ZNF271P USP5 GPAA1 NFYB VARS1 POLR2A RPA2 WDR18 PRPF8 ILVBL AATF TSTA3 SH2B1 TEX261 BAHD1 CHD3 SPRN EBP BRD3 NFRKB SLC12A4 CS PPP1R11 DRG1 DRG2 CDC25C IGSF9B TUBGCP2 PWP1 ZBED1 ILF2 MRPL28 CSNK1D SRRT SDR39U1 ZPR1 LSM12 MORF_PML http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PML LINC00928 HAUS5 BTD AQP5 GRIK5 RPS6KB2 CNP PRKCSH KIFC3 CNOT4 IGHMBP2 ZKSCAN3 GHITM DDX11 RBM8A SLC2A1 LPAR2 KAT8 KHNYN WWOX MCM3AP TUB MCRS1 ARC ZNF592 NUDT3 HTR4 HMG20B GGT5 CD40 F7 NTSR2 MGAT1 CRHR2 SSTR5 MSX1 HTR7 MC2R HSPB2 AMFR SPTB ACR CDK5R1 EXTL3 MYL2 ADAMTSL2 MTX1 TSPO2 FKBP15 MYO9B ARPC4 RABGGTA SLC30A1 ITGAV PLIN3 SLC30A3 IFT140 PVT1 B4GALT3 PTPN9 FDXR PMF1 IKBKE GPR35 PLK3 WDR62 IKBKG SLC9A1 PRPH SLC5A2 NEURL1 ARSL NDST1 PNMT GPR161 DGCR11 SDC3 RABAC1 USP19 PCGF2 PCBP3 SLC22A24 ANKRD12 PAX8 SLC24A1 PIGB SIK3 HSF4 FANCG LBP CASP2 MT4 MPP2 FAM189B SPEF1 IRF2BP1 PCGF1 RBBP8 CARD10 DHRS1 EML3 DOK1 PFDN1 KLHL18 CRCP CNTN2 MOK CRYBA4 ADAM15 MMP25 TMEM94 HMGXB3 TNFRSF25 TRA2A PML CALCOCO1 FAM214B BCL2 PRSS16 ACKR2 CAMK2B MR1 SH2B1 BAHD1 LTK NFRKB SLC12A4 FAM189A2 PPP1R10 TNP1 DRG2 TPMT IGSF9B TUBGCP2 ITPR2 ZBED1 AP2A2 SLC6A9 CSNK1D SLC6A7 ARAF LSM12 IRF2 EPOR JAK3 MORF_PPP1CA http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PPP1CA RALY HMGN1 HNRNPAB CDIPT PUF60 ATP6AP1 CBX3 STOML2 SNRPD2 CCT2 COX5A COX5B NONO TMEM147 RAD21 STARD7 SMARCD2 SRSF9 H2AZ1 LSM3 EIF3C DAP RPL36AL HNRNPUL1 RAN YY1 ERP29 VTI1B CDC123 LYPLA1 SRSF3 DCTN2 COX6C BCAP31 ARPC1B PPP1CA PSMA3 ATP5F1C SNRPE SNRPG MDH1 RAD23B CNBP CNIH1 HDGF RER1 NEDD8 SKP1 ENSA ARF5 COIL BANF1 KARS1 PSMB4 SYPL1 PSMB1 DDX49 POLE3 BLOC1S1 PSMB2 COX6B1 UBAP2L ARHGDIA AP2M1 GABARAPL2 C9orf16 ATP5MF FIBP SMG7 GATD3A JTB EIF4H RBMX CCT7 PSMC6 RNF6 HDAC1 VCP PSMC3 ARF3 NDUFV1 PRKAR1A PSMC1 COX6A1 CFDP1 HSPD1 HSD17B10 PDCD6 EIF4E2 CLTA URM1 AP1B1 COPS5 UTP18 AP2S1 CYC1 CTCF EIF3K TMBIM6 HSBP1 CANX BUD31 PRMT1 SLC25A3 NDUFS3 ATP5PD PSMD7 PSMD8 NDUFS1 PSMD9 KHDRBS1 PPP2R1A CTBP1 HSP90AA1 ANP32B COX4I1 MRPL9 MBD4 TAF11 PPM1G HARS2 FAM120A TBCA EEF1D SRP9 COPE UQCRB TUFM PPP6C POLR2G YWHAZ MTDH GANAB SEM1 POLR2I PCLAF COX7A2L PDAP1 SF3B2 SUMO3 GGCT SUMO2 SUMO1 SET TMED2 CLEC18C ATIC ETFA NDUFA2 UBE4A HNRNPC TRIM28 YWHAB CSNK2B DRG1 SOD1 NDUFA1 PARK7 DNPEP PPP1R7 ELOB UBA1 TECR ELOC MBTPS1 SSR2 MORF_PPP1CC http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PPP1CC XRCC5 KIFC1 XPO1 SNRNP200 HNRNPD HNRNPR PTTG1 CDC16 CBFB NONO GOT2 EIF4EBP2 ELOVL5 ATXN10 DNAJC9 EIF1AX SRSF9 HNRNPU AKR7A2 H2AZ1 SRRM1 DDX21 LSM2 HADH GNG5 IFRD1 EIF3I YARS1 NUDT1 ANAPC5 STK24 USP1 ERP29 ESPL1 PPP1CC SRSF1 NNT RFC4 BAZ1B SERBP1 ZWINT CLPP SNRPA STMN1 SRP72 LRPPRC PRPS2 DEAF1 LMNB2 RAD23A PABPC4 ZNF131 PPT1 GPN1 MLEC RO60 UBE2D2 TRA2B NPM3 NUDC TFDP1 FH MRPS27 XPOT HDDC2 ASXL1 GARS1 TREX2 AK2 EPRS1 NSD2 VDAC2 AFG3L2 ABCB7 VDAC3 SREBF2 VDAC1 R3HDM1 UPF3A PPIE CCT5 HDAC2 HDAC1 TOMM70 SMARCC1 NDUFV1 CCT8 DNMT1 CHAF1A XPO7 DUT PTGES3 UQCRC1 ESD PDIA6 EDC4 MTREX AASDHPPT RMND5A DKC1 IPO5 GTF2A2 ANP32A ATP5PO PTDSS1 LBR IMPDH2 KHDRBS1 RBBP4 SSBP1 G3BP2 CBR4 MCM2 NDUFC1 DGUOK MCM3 SRPK1 MCM6 PPM1G TARS1 GNB1 IPO7 SLC35E2A TGDS RRM1 KHSRP RUVBL2 MAPRE1 UBE2S TUFM HCFC1 PRKDC ATP5MC3 SEC63 MYCBP2 IARS1 TYMS POM121 MDC1 SAFB PRPF8 DDX19B BUB1 NAE1 TCEA1 RPIA BUB3 TNPO3 DCTD SSRP1 PIBF1 SHMT2 TCP1 IMMT NASP PMEL CS TUBA3E SMC3 SLBP SF3A3 SDHB RNF44 TUBA3C PAICS KXD1 MORF_PPP2CA http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PPP2CA HNRNPK HNRNPAB XPO1 XPO6 PUF60 HNRNPD CAPZA1 SNRNP200 CCT2 HNRNPM SMNDC1 NONO RAD21 DHX38 STARD7 EIF1AX TARDBP DNAJC8 HNRNPU PUM1 U2AF1 DNAJC7 IFRD1 RPS27A CUL1 EIF3M LYPLA1 PSMA1 DDX39A SEC61B TIAL1 PSMA4 AC118549.1 ZC3H15 SEPTIN7 LRPPRC TRAPPC3 MDH1 CNBP CDV3 COX7C VPS26C GPN1 CAPZB KARS1 HADHB PIN1 PSMB7 PSMB1 POLE3 HTATSF1 CTDNEP1 TAF9 HNRNPH3 HNRNPH2 BECN1 IDH3B SSB RNPS1 AFG3L2 UBE2L3 EIF4H RBMX HDAC2 RNF4 RAP1B XPO7 RTN4 METAP1 IST1 AP3S1 DEK NUP188 RTCB TERF2IP CLTC CANX NAP1L4 ZNF207 BZW1 SLC25A3 ARFGAP2 BRD8 KHDRBS1 PRPF31 IK SLC25A5 G3BP2 MRPL9 UBE2I FOXJ3 NCL UBN1 ATP6V1F GAK C1D NACA GPAA1 POLR2A SUMO2 SET POM121 MORC3 SAFB PPP2CA AP3D1 AATF PCMT1 TCEA1 FAM168B FBXW11 HSPA8 GDI2 HNRNPC CS RAF1 DRG1 MARCHF7 ETF1 PWP1 GMFB SON ILF2 SDR39U1 YWHAQ HNRNPA2B1 PGK1 CALM2 KXD1 MORF_PPP2R4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PPP2R4 CDIPT URM1 ATOX1 MORF4L2 TMBIM6 HSBP1 BUD31 TMEM147 PRMT1 SLC25A1 SIVA1 TSR3 EIF2B2 PSMD8 TM9SF1 SPTLC1 CAPNS1 VTI1B NME2 TBCA UQCRB POLR2H RAD23B CNIH1 RER1 NEDD8 BANF1 NDUFB1 VPS72 PSMB5 PSMB4 TMED2 TMED10 ETFA AP2M1 C9orf16 ATP5MF YWHAB CNPY2 NDUFA1 PSMC4 VCP PPP1R7 PSMC3 PSMC1 ELOB UBA1 CFDP1 PTPA PDCD6 EIF4E2 MORF_PPP2R5B http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PPP2R5B PVR KLRC4 LOR ADCY3 FGF18 F2RL3 BMP10 MPZL1 NRTN S100A5 PPP2R5B IL16 SYT5 GABRB2 LTBP4 CYP2D6 FIG4 GRIK5 IL13 AQP7 TMEM11 EDIL3 FNTB STARD5 ZSCAN26 ABCB10 GNG4 AC021066.1 SLC4A3 HTR1E TENM4 KRR1 SGPL1 SLC33A1 RREB1 PIK3CB RXRG PDE4D AOC4P CYP2E1 TMEM26 TBC1D22A IL11RA TACC2 CRHR1 PGM3 CAMK4 ACKR1 TANC2 MLLT10 TMEM184B HOXD4 ERC1 OR2B6 MAGEA9 ZNF133 CACNB1 ARFGEF2 ATF2 CEP162 NR2C1 EPHB2 PRELID3A JRK PDE6A SULT4A1 TBXT TFDP2 RAD51D HNF1A SLC46A3 RUNX2 IVL CTRL CNKSR1 ABCB9 CELA2B JRKL ZBTB40 BRCA1 PAXIP1 NR1I2 COX6A2 ADAM20 ABO CADM4 POU6F1 CPEB3 POU6F2 SULT2B1 ZNF202 AMMECR1 WBP4 KRT33A NOS2 PLEKHB1 COLGALT2 DNAJC16 BARX2 PAX9 DGCR9 PAX7 SERPINA4 ATP8B1 MC5R SLC22A6 ITIH3 CEACAM4 TIE1 IL13RA1 FOSL1 NPFF MSL3 NR2F1 ZBTB22 IFT27 C1orf216 CYP11A1 GLE1 GPR19 LPGAT1 ZP2 GPR18 IPO9 PSG1 COQ7 GMPR ARL3 MFN1 ZNF134 MDM2 ZNF33B NHEJ1 ZBTB14 TBX19 PHLDB1 SUPT3H FRYL POLR2K PPP1R12B NR3C2 PART1 CDC73 GPR1 PSMF1 CDYL RB1CC1 EXOC4 KRT2 IGKV7-3 GPATCH8 ERCC4 SIM2 PTPRB FAM153B MSH3 NTNG2 PHF10 AFF2 DRC3 GJB5 ELAVL2 TRIM24 CCL16 RPS6KA5 ZNF157 P2RY10 SLC16A5 COL19A1 TSSK2 POFUT2 SLC18A1 ABCC8 ATP6V0A2 MORF_PPP2R5E http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PPP2R5E METTL18 METAP1 FAF2 UBXN4 FOXK2 RAB1A SMNDC1 SSR1 MTFR1 NFATC2IP BAG1 NUBP1 PIGF RAE1 RALB PARG EIF2B2 ATP6V0D1 TPR CYHR1 TBPL1 CLN3 SNAPC5 IK NUP88 UFD1 FMR1 TOR1AIP1 CDK8 STXBP3 PRPF4 XPA PSEN1 PSMA5 EIF2S1 ARCN1 ZNHIT1 ORC5 AC118549.1 PPP2R5E CPSF4 ZNHIT3 SNX1 SNX4 DUSP11 COIL CAPZB SCRIB PSMB6 CENPB HTATSF1 RAC1 BLOC1S1 ILVBL RAB11A SEC22B TAF9 FBXW11 NKRF SHMT1 PDCD10 OARD1 MEA1 RAF1 SMAD2 RPRD2 PRPF18 POLR3C PRPSAP1 SLC10A3 DNPEP PEX11B ATXN2 MRPL28 CUX1 PSMC2 PSMD10 SP3 SDHC DPM1 SPCS2 ZNF410 MORF_PPP5C http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PPP5C IMPA1 BTD GRIK5 EIF5B RPS6KB2 BPHL TMEM11 KRT33A SSR1 HNRNPL FNTB MUTYH PLEKHB1 PIGF SLC24A1 PIGB SPRED2 SYNJ2 FANCG SCAMP1 SIGMAR1 ZNF592 CCNF ERAL1 KIAA0586 PCGF1 CLPX RBBP8 ZNF500 RFC5 MFN1 CLP1 KLHL18 PFDN6 HTR7 MC2R GRIP2 CPSF4 AMFR SPAST EP400 REV3L PPP5C TMEM94 GALNT2 EXTL3 PDXDC1 FRYL CAMK2G MTX1 CETN3 NFYB DIMT1 NR2C1 JRK TTI1 ILVBL CDK13 INPP5E SH2B1 SLC30A3 FOXD1 ERCC2 BAHD1 CHD3 PIK3R2 NKRF TAF2 CSTF3 KLHDC10 MSH3 OARD1 NFRKB MEA1 UBE4B FAM189A2 FDXR TRIM27 PHF10 CYP4F12 BRCA1 ATRX SLC25A11 FANCI NMT1 PAXIP1 WDR62 GSK3B RAP1A POP4 ATP6V0A2 MORF_PPP6C http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PPP6C RPP38 CDIPT EIF5 RBM4 COX5A SRP19 CD47 RAE1 LSM3 SIVA1 TLK2 PPP4C RPL36AL SPTLC1 GLOD4 YY1 VTI1B LAMTOR5 PSMA2 PPP1CA MAD2L1BP PSMA3 ATP5F1C PAF1 SNRPG RAD23B CNBP CNIH1 ANAPC13 MRPS11 NEDD8 SKP1 RAB9A COIL CHMP2B PSMB4 SYPL1 STX16 DNAJA1 TMED10 C9orf16 GABARAPL2 ATP5MF EEF1A2 SAP18 WIPI2 RNF114 PSMC6 RNF6 PHF2 PSMC5 VCP PSMC3 PSMC1 CFDP1 PDCD6 EIF4E2 ZNF410 ADAR NBN URM1 TMEM183A UBXN4 UTP18 HSBP1 BUD31 FUBP1 FUBP3 COX17 PSMD7 PSMD9 TM9SF1 ADNP ATP6V1H COX4I1 MBD4 CDK7 HARS2 PSME1 TBCA RAB5A SLC7A5P1 EEF1D POLR2G USP6 PPP6C USP8 WASHC5 NDUFB1 SUMO1 RBM42 PITRM1 SUPT4H1 ETFA UBE4A CHMP1A DBI NDUFA1 UBR5 SP2 ELOB DPM1 SEC11A MORF_PRKACA http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PRKACA PVR NRTN LTBP4 FIG4 AQP5 GRIK5 RPS6KB2 IL13 TMEM11 AQP7 JAG1 FNTB OPLAH SLC2A1 CFH PRKACA SLC4A3 KAT8 IRS2 ZNF592 PIK3CB CYP2E1 SP140 TBC1D22A ZNF500 PGM3 MSX1 HTR7 HOXD4 ERC1 EXTL3 HOXA11 MYO9B STK17A ATP6V1B1 WT1 NR2C1 PRELID3A EPHB2 JRK TFDP2 NXPE3 CNKSR1 ABCB9 CELA2B SLC6A11 BRCA1 GH1 IKBKE SLC25A11 PAXIP1 SMYD5 COX6A2 SLC13A2 ABO CCKAR POU6F1 SCAPER GPLD1 SULT2B1 LY9 WBP4 CDR2L KRT33A HMOX2 PLEKHB1 SMPDL3B PAX9 PIGF MAPT PIGB ATP8B1 MC5R GNPAT SLC22A6 ZBTB22 IFT27 C1orf216 GLE1 CYP11A1 ESR1 PIGR PCGF1 ARL3 MFN1 KLHL18 BNIP1 CYP2A6 CLOCK TMEM94 TNFRSF25 FUT6 CAMK2G BCL2 HSD17B3 CD6 DPT MSH3 TBX5 NF1 FAM189A2 GJB5 TMPRSS6 POLR3D CASP10 SLC16A5 GSK3B IRF2 SLC18A1 NFIC ABCC8 ATP6V0A2 MORF_PRKAG1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PRKAG1 SEC31A BMS1 SART3 HMGN4 RAB1A SSR1 HNRNPL NONO DDX18 SFSWAP ILK CYHR1 EIF2B5 YIF1A MGAT1 ST13 HUWE1 RFC1 AC118549.1 VGLL4 MPST ZNHIT3 GLG1 PDXDC1 MTX1 DEXI CAPZB MLEC HADHB ARIH2 DRAP1 RAC1 CTDNEP1 ALDH4A1 SEC23IP HNRNPH2 ABR BECN1 TP53BP1 OARD1 PHB RTCA ATP11B EHBP1 EPRS1 SMAD2 AFG3L2 CCT4 NUP62 NIPSNAP1 MZF1 PARP2 NCOR2 RTN4 COPS6 TCOF1 AP3S1 RTCB TERF2IP NAP1L4 CANX RABAC1 SEC62 ANKRD17 PARN P4HA1 NIPSNAP2 PARG FANCG MMS19 GOLGA3 AP3B1 TOMM34 BRD8 AGPAT1 FAM189B MRPL9 SS18 RUVBL2 SERP1 ADAM15 TMEM94 ZNF271P USP5 LANCL1 GPAA1 CETN3 POLR2C DIMT1 SUMO4 POLR2A SUMO2 ATXN2L ILVBL TCEA1 AATF ACTL6A TSTA3 FBXW11 MARS1 BRD3 CS PPP1R11 SGTA SDHA RPS6KA3 ILF2 CSNK1D MRPL28 SDR39U1 SRRT MCFD2 YWHAQ ZPR1 HNRNPA2B1 CALM2 KXD1 NCBP2 XPO6 CAPZA1 SNRNP200 CNOT3 PKMYT1 CNP BPHL TXLNA PRKCSH SMNDC1 CSNK2A1 DNAJC8 DNAJC7 SLC4A2 RPN2 GNL2 EIF3I CIB1 PABPN1 NUDT3 CSNK1G2 TOR1AIP1 MTA1 SEC61B MRPS18B TIAL1 VAMP3 SEPTIN7 LRPPRC HLTF TFAP4 GLUD1 PSMB6 PLIN3 SCARB1 TAF9 STK19 CSTF3 B4GALT3 TBL2 MEA1 COX8A SSB RPRD2 INTS10 DOCK3 SLC25A11 HDAC2 OTUB1 AHCYL1 XPO7 DAP3 METAP1 NDST1 PRKAG1 CLSTN1 ALG3 PRDX4 NUP188 CAD CLTC PSMD2 PSMD3 PIGC TPR KHDRBS1 NSL1 PPP2R1A UBE2A DDB1 SARS1 COQ9 PMM2 PCGF1 ATP6V1F NELFB ESYT1 MFN2 EML3 ARCN1 KPNA6 KDM3B CPSF4 NFYB UBE3C VARS1 SEC63 RPA2 ANXA7 PRPF8 TMED1 MYCBP SH2B1 HSPA8 CHD3 BAHD1 EBP NFRKB RAF1 DRG1 CDC25C PWP1 ATXN2 LSM12 CUL4B MORF_PRKAR1A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PRKAR1A NCBP2 SEPTIN2 ATOX1 ATP6AP1 PUF60 MORF4L2 CAPZA1 ZNF638 SLC35A1 COX5B RAB1A RAD21 STARD7 SMARCD2 RBCK1 PUM2 RPN2 RAN RXRA MTA1 LYPLA1 DCTN2 COX6C BCAP31 PPP1CA PSMA4 TIAL1 VGLL4 SNRPE TRAPPC3 MDH1 RAD23B CNIH1 COX7C NEDD8 ENSA ARF5 ARPC5 CAPZB BANF1 ARFGEF1 KARS1 HADHB PSMB4 ATP6V0E1 PSMB6 GORASP2 PSMB2 RAC1 CTDNEP1 AP2M1 ATP5MF ABR COX8A JTB GATD3A PRPSAP1 LAMP2 PHF3 ARF3 PRKAR1A COX6A1 CFDP1 AHCYL1 SPCS2 PDCD6 EIF4E2 DAP3 METAP1 CLTA SEPHS2 IST1 RAB5B COPS5 CYC1 RTCB TMBIM6 HSBP1 CANX WBP2 GLB1 BZW1 DYNLL1 TMEM59 PIGC RAB6A KDELR1 PSMD7 NSF EBAG9 CLN3 PPP2R1A UBE2A SARS1 COX4I1 ATP6V1H MBD4 XPC FAM120A ARCN1 EEF1D UGP2 SRP9 DYNC1I2 UQCRB YWHAZ MTDH GANAB SEM1 GPAA1 COX7A2L SUMO2 SUMO1 EFCAB14 TMED2 CLEC18C TOR1A AP3D1 FBXW11 HSPA8 NDUFA2 YWHAB PPP1R11 DRG1 MARCHF7 SOD1 NDUFA1 DNPEP GMFB SDHA COG4 ATXN2 TADA3 PPP1R7 SDHC SP3 UBA1 PGK1 SETD3 SSR2 CALM2 KXD1 MORF_PRKCA http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PRKCA LOR KLRC4 PVR BMP10 APOBEC1 IL16 GRIK1 SLC6A2 GABRB2 F2RL1 AQP7 RORB EDIL3 GHRHR DMPK ADGRL2 LILRA1 STAC ZSCAN26 TDGF1 CFH ABCB10 LGI1 GNG4 TENM4 HTR1E PHOX2B TNIK SLC33A1 RREB1 RXRG AOC4P PDE4D CYP2E1 PCM1 SIX6 FAM13A SPA17 IL11RA CRHR1 PGM3 CAMK4 TANC2 MLLT10 RYR3 RNF24 FBXL4 OR2B6 MAGEA9 CAMTA1 DRD1 TTTY1 CLCN3 PLPPR4 MAGEA8 ZNF132 ADAMTSL3 ST8SIA1 MYT1 ITGBL1 ATF2 EPHB2 CEP162 HCRTR2 PDE6A TBXT IFNA2 SULT4A1 IFNA1 DMD BRINP3 RAD51D HNF1A B4GALT6 SLC46A3 CTRL GUCY2F CACNA2D1 JRKL SMYD3 ZBTB40 ABCB1 KRT34 NR1I2 GCM1 COL14A1 MAP2 CDC42BPA CHRNB4 ADRA1A RBMXL1 ADAM20 DNAJC22 HEPH ABO CPB2 DDX52 CADM4 TLL1 POU6F1 CYP2C19 SLC15A1 CPEB3 POU6F2 GLRA3 PAX6 ZNF202 AMMECR1 MINDY2 SERPINA4 MC5R ITIH3 FOSL1 NPFF PRKCA GPR19 GPR18 PIK3C2A CNTN6 ATP4B GPR171 LDB3 ZNF141 IPO9 PSG1 COQ7 FSHR CDR1 EYA1 PPM1E SGCD MDM2 CTSB NHEJ1 ZNRD1ASP ZBTB14 TBX19 HSD3B2 PHLDB1 SUPT3H CXCL5 NR3C2 IFNW1 CDC73 PART1 GPR1 SPRR2C MAP3K1 RB1CC1 EXOC4 SLC4A8 KRT2 FUT1 IGKV7-3 COL8A1 LECT2 ERCC4 THPO PTPRB FAM153B FLRT2 R3HCC1L FAM110B IL7 IFNA10 UBE4B NTNG2 PHF10 GJB5 FZD5 PTPN20 OR10H3 ZNF157 DBT ATXN3 P2RY10 COL19A1 NEB JADE3 TSSK2 IFNA14 LRP4 MORF_PTEN http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PTEN PVR POU6F1 NRTN IL16 SYT5 CPEB3 GRIK5 SULT2B1 TMEM11 AQP7 ZNF253 PTEN WBP4 KRT33A FNTB DNAJC16 PAX9 MC5R ABCB10 IL13RA1 FOSL1 AC021066.1 MSL3 STAG1 NFX1 ZBTB22 SCAMP1 KRR1 RAP2C ZP2 GPR19 GLE1 CYP11A1 PIK3CB SLC33A1 CNTN6 KIAA0586 TBC1D22A ZNF500 FRY MFN1 BNIP1 ZNF134 PTBP3 MLLT10 MGA PIAS2 TBX19 ZBTB14 MAGEA9 FRYL POLR2K ARFGEF2 ATF2 JRK PPP1R3D SULT4A1 PSMF1 CDYL TFDP2 KRT2 INPP5E GPATCH8 IGKV7-3 HNF1A ZNF266 CTRL BRD1 MSH3 UBE4B NTNG2 PHF10 GJB5 ELAVL2 RPS6KA5 ZNF157 P2RY10 PAXIP1 NR1I2 JADE3 COX6A2 WIPF2 RBMXL1 POP4 ATP6V0A2 MORF_PTPN11 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PTPN11 HCCS CHERP SNRPD3 HNRNPR MPV17 CBFB DNAJC9 TARDBP SRSF9 AKR7A2 H2AZ1 LSM4 EIF3B IFRD1 SNRPA1 SCAMP3 MAGOH CDC123 EID1 SRSF1 RAD1 BAZ1B NDC80 RFC2 MFAP1 HSPA9 VPS26A LMNB2 RAD23A NAA10 NHP2 THAP11 XPOT HDDC2 DDX1 VDAC2 PTPN11 VDAC1 UPF3A MOGS R3HDM1 CCT5 TOMM70 LAGE3 NDUFV1 PPID NDUFV2 CCT8 PTGES3 PRRC2C NARS1 VBP1 PDIA6 LARP1 UTP3 NDUFS6 SLC1A5 ACOT7 NDUFS4 RMND5A NDUFS8 ANP32A ATP5PO NDUFS3 ATP5PF IRAK1 KIF11 SSBP1 CYCS G3BP2 VAMP7 NDUFC1 KIDINS220 CDK4 GMPS MCM6 UBE2N PPM1G TARS1 ACOT13 NUP205 KHSRP UCHL3 MAPRE1 NDUFB3 MTDH HAT1 ATP5MC3 SF3B2 SET DDX19A DDX19B DHX16 FEN1 BUB3 NSDHL PMEL TRIM28 CSNK2B ILF3 SOD1 PARK7 SMC3 SLBP SDHB MRFAP1L1 DR1 RBM14 MORF_PTPN9 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PTPN9 LINC00928 PRPH NDST1 TCOF1 CNP DGCR11 CNOT4 IGHMBP2 USP19 GHITM PCBP3 SLC22A24 DDX11 RBM8A ANKRD12 PAX8 HSF4 CASP2 KHNYN TUB NUDT3 RXRB TAZ FAM189B PSD4 M6PR SLC9A3R2 ORC1 MGAT1 EML3 PITPNM1 PFDN1 CNTN1 MVK MOK ADAM15 ACR TMEM94 HMGXB3 ADAMTSL2 MYL2 PML TSPO2 FKBP15 RPA2 PAIP2B CAMK2B ODF1 IFT140 B4GALT3 PTPN9 SLC12A4 FDXR DRG2 IGSF9B TPMT ZBED1 GPR35 SLC6A9 GSK3A IKBKG MORF_PTPRB http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PTPRB PVR KLRC4 S100A5 PPP2R5B HOXD13 AQP7 RORB EDIL3 TPD52 PRKG1 ADGRL2 LILRA1 STAC CFH ABCB10 FAS GNG4 HTR1E PHOX2B KRR1 SGPL1 RREB1 RXRG AOC4P CYP2E1 TMEM26 PCM1 FAM13A BCL2L11 FRY PGM3 CAMK4 RYR3 TANC2 CCR3 MLLT10 FBXL4 OR2B6 MAGEA9 CLCN3 MAGEA8 PLPPR4 ZNF132 MYT1 CEP162 EPHB2 HCRTR2 HSPA1L SULT4A1 IFNA2 TBXT IFNA1 DMD GYS2 HNF1A IFNA8 GUCY2F SMYD3 ZBTB40 TPD52L1 GUCY2C KRT34 KDR COL14A1 NR1I2 PKP1 MAP2 COX6A2 CHRNB4 RGS7 DNAJC22 HEPH FPR2 ABO TLL1 ZBTB33 SLC15A1 CYP2C19 FGF9 CPEB3 GLRA3 GPLD1 WBP4 SIRPB1 SERPINA4 MC5R SLC22A6 CALN1 FGF2 MSL3 VSTM4 ZP2 PIK3C2A ATP4B GPR171 ZNF141 PDE10A PSG1 SLC26A4 BRWD1 CDR1 ZNF134 SGCD ZNF33B NHEJ1 TBX19 HSD3B2 EXOC6B PHLDB1 CXCL5 POLR2K PRIM2 PART1 RB1CC1 SPATA2 EXOC4 SLC4A8 FUT1 DAZL IGKV7-3 LECT2 ZNF266 SIM2 FAM153B FLRT2 POLR3F IL7 NTNG2 PHF10 GJB5 ELAVL2 TRIM24 FZD5 CCL16 RPS6KA5 ZNF157 P2RY10 COL19A1 MEOX2 JADE3 AMOT ABCC8 LOR FGF18 F2RL3 BMP10 APOBEC1 TSPAN2 IL16 GRIK1 SLC6A2 GABRB2 TTN FNTB OPLAH ZSCAN26 LGI1 TENM4 SLC33A1 HRK PDE4D SIX6 SPA17 IL11RA BICD1 ERC1 TTTY1 DRD1 ADAMTSL3 MYL3 ST8SIA1 ATF2 PDE6A TFDP2 BRINP3 RAD51D B4GALT6 RUNX2 CTRL CACNA2D1 CELA2B JRKL NIPA2 ITGA2 ABCB1 GCM1 ULK2 ADAM20 ADAM22 H3C6 CPB2 DDX52 CADM4 POU6F1 CD8A OCM POU6F2 YLPM1 PAX6 ZNF202 AMMECR1 COLGALT2 ITIH1 ATP8B1 TPO SCN7A KLHL23 ITIH3 FOSL1 NPFF KNG1 PRKCA C1orf216 GPR19 GPR18 LDB3 IPO9 NRXN1 COQ7 FSHR ARL3 EYA1 PPM1E MDM2 ZNRD1ASP ZBTB14 SUPT3H NDP NR3C2 IFNW1 CDC73 GPR1 SPRR2C MAP3K1 NFAT5 KRT2 COL8A1 PLA2R1 ERCC4 THPO PTPRB LINC00588 R3HCC1L FAM110B IFNA10 ISL1 ERC2-IT1 PTPN20 RUFY3 OR10H3 DBT ATXN3 NEB TSSK2 GCA MORF_PTPRR http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_PTPRR KLRC4 APOBEC1 GRIK1 RORB EDIL3 ZSCAN26 STAC LGI1 GNG4 MAP2K7 TENM4 HTR1E PHOX2B RREB1 PTPRR TMEM26 SIX6 CDKL5 CRHR1 CCR3 RYR3 RNF24 AKAP3 MAGEA9 OR2B6 CAMTA1 DRD1 CLCN3 TTTY1 PLPPR4 MAGEA8 ZNF132 ADAMTSL3 ST8SIA1 KCNA5 ATF2 ITGBL1 HCRTR2 TBXT IFNA2 IFNA1 FGA DMD RAD51D HNF1A SLC46A3 ABCB1 KRT34 GCM1 MAP2 ADAM20 DNAJC22 CADM4 TLL1 SLC15A1 OCM GLRA3 PAX6 MINDY2 SERPINA4 CALN1 BRD4 NPFF SRPK3 GPR19 MPP3 LDB3 PSG1 FSHR HOXC11 MDM2 CTSB NHEJ1 ZNRD1ASP HSD3B2 SUPT3H NR3C2 PART1 CDC73 GPR1 CDH8 NPAS2 SPRR2C EXOC4 KRT2 DAZL COL8A1 LECT2 FAM153B IL7 IFNA10 FZD5 PTPN20 DBT ZNF157 ATXN3 COL19A1 NEB SLC17A3 JADE3 SLC17A1 USP46 IFNA14 MORF_RAB11A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAB11A FAF2 TERF2IP NFATC2IP BAG5 NUBP1 RAE1 PARG TPR EIF2B2 TBPL1 UBE2A IK UFD1 NUP88 TOR1AIP1 STXBP3 PRPF4 GTF2H1 XPA XPC BRD3OS PSMA5 ARCN1 URI1 AC118549.1 PPP2R5E ZNHIT3 CNBP DUSP11 COX7A2L COIL SCRIB KBTBD2 HTATSF1 ILVBL RAB11A SEC22B TBCB PDCD10 OARD1 SMAD2 MARCHF7 POLR3C PRPSAP1 WIPI2 PRPF18 DNPEP GMFB PEX11B ATXN2 UBR5 CUX1 PPP1R7 PSMC2 SDHC PSMD10 DPM1 CFDP1 SPCS2 ZNF410 MORF_RAB1A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAB1A PUF60 RAB1A SSR1 PICALM RAE1 EIF2B2 CYHR1 RXRA DCTN2 HUWE1 ZNHIT1 AC118549.1 PPP2R5E VGLL4 MDH1 GLG1 RAD23B CNIH1 ARF5 DUSP11 COIL ARFGEF1 CAPZB HADHB HTATSF1 GORASP2 RAC1 CTDNEP1 VPS9D1 ABR BECN1 JTB SMAD2 NUP62 LASP1 ARF3 ARF4 COX6A1 RHEB SLC9A1 RTN4 SEPHS2 IST1 RAB5B COPS5 COPS6 AP3S1 RTCB TERF2IP TMBIM6 CANX ESS2 WBP2 RABAC1 COPB2 NUBP1 KDM2A RAB6A ARFGAP2 ATP6V0D1 KDELR1 CLN3 STX4 MRPL9 RAB5A DYNC1I2 SERP1 YWHAZ GANAB GPAA1 COX7A2L PDAP1 POLR2A SUMO3 SUMO2 SUMO1 CDK16 MORC3 CLEC18C ILVBL TSTA3 FBXW11 FAM89B SHMT1 BRD3 PPP1R11 YWHAB MARCHF7 ETF1 DNPEP TADA3 ILF2 MRPL28 PPP1R7 CSNK1D SDHC DPM1 UBA1 PGK1 CALM2 SSR2 MKRN1 XPO6 ATOX1 ATP6AP2 CAPZA1 MORF4L2 CNOT3 PRKCSH COX5B SMNDC1 RAD21 RBCK1 SLC4A2 RPN2 CIB1 RPL36AL ATG9A ACTN4 CSNK1G2 TOR1AIP1 TMSB10 POR BCAP31 SEC61B SLC25A36 TIAL1 VAMP3 SEC61G ZC3H3 CNBP ARPC4 ARPC5 ENSA KARS1 PSMB4 PSMB6 BLOC1S1 TAF9 STK19 AP2M1 P4HB B4GALT3 MEA1 COX8A RPRD2 UBE2E3 PHF3 LAMP2 OTUB1 PSMC2 PRKAR1A PTPN1 SPCS2 ZNF410 METAP1 UBXN4 LEPR PRKAG1 CLTC BZW1 RNF103 TMEM59 PIGC TPR EBAG9 KHDRBS1 PPP2R1A UBE2A DDB1 COX4I1 PRPF4 PMM2 NELFB ATP6V1F DHRS1 XPC ARCN1 GAA C1D TMED2 CENPB SEC22B RAF1 DRG1 PWP1 GMFB PEX11B ATXN2 UBR5 AREL1 CUX1 MORF_RAB3A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAB3A ZNF208 KCNH1 SLITRK2 AP4E1 GABRB1 NTN3 ZNF154 FSTL4 DNASE1L2 REXO5 CUL3 ART3 WNT1 ORC4 TBC1D12 OPRPN ADAM7 CHRNA3 IL18RAP CD3G GPR176 ATRNL1 CRISP2 SAA4 FOXN2 CBLIF MYH7 VPS41 RPGRIP1 IPO8 IRGC HOXD9 MPHOSPH8 SPAG8 DOC2A GRM8 ZNF239 BHMT HIPK2 CST5 AKAP5 OPHN1 BRDT HCG4 PDE9A MAP3K14 LCT RAB3A GK2 ASTN1 KCNA3 CXCL6 KIT RPGRIP1L SEC14L2 ANGPTL7 LRRTM2 IFNA4 BTN1A1 SERPINC1 CHM TEKT2 ODF2 PRORP MLLT3 ZNF264 SYT11 DMP1 MUC7 MTRF1L SMYD2 EIF2B1 NPY5R MYCNOS TBC1D31 EPHA7 KRT37 TNFSF11 BAAT NLGN4Y ATP2A1 AVPR1A RFX1 UGT2B4 MPPED2 DSC1 DIO1 TCF15 RBM17 MORF_RAB5A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAB5A RPP38 ATOX1 ATP6AP2 MORF4L2 EIF5 COX5A SRP19 RAB1A TAPBP CD47 PICALM RAE1 EIF2B2 RPL36AL VTI1B EFR3A BCAP31 MAD2L1BP PSMA3 MAPK3 NPTN RAD23B CNIH1 RER1 SKP1 ENSA DUSP11 ARF5 COIL RAB9A VPS72 CHMP2B PSMB4 SYPL1 RAC1 STX16 TMED10 ATP5MF SMG7 RNF114 PSMC6 RNF6 PSMC2 ARF3 GRINA PSMC1 CFDP1 PDCD6 ADAR ZNF410 NBN IST1 UBXN4 TMBIM6 HSBP1 BUD31 WBP2 BAG5 FUBP1 COPB2 SLC25A1 ATP6V0D1 PSMD7 EBAG9 TM9SF1 CLN3 COX4I1 ATP6V1H MBD4 HARS2 RAB5A DDB2 PPP6C COX7A2L TPM4 SUMO1 TMED2 CLEC18C GPR107 UBE4A YWHAB DNPEP GMFB PEX11B UBR5 PPP1R7 ATP6V1E1 SDHC UBA1 DPM1 ELOB OGFR SEC13 ISCU MORF_RAB6A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAB6A RTN4 CLTA METAP1 COPS5 ATP6AP1 SNRNP200 CLSTN1 AP3S1 TMBIM6 SART3 CANX RAB1A GLB1 WBP2 NONO IDH3G STARD7 SMARCD2 RAB6A SEC24C KDELR1 KHDRBS1 PPP2R1A MRPL9 MTA1 LYPLA1 BCAP31 DCTN2 FAM120A TIAL1 VGLL4 VPS26A DYNC1I2 TRAPPC3 MDH1 SERP1 MTDH ATG12 SEM1 GPAA1 ENSA ARPC5 ARFGEF1 HADHB SUMO1 TMED2 RAC1 CTDNEP1 TCEA1 PAPSS1 FBXW11 ABR CS AFG3L2 SDHA ATXN2 F8A1 PHF3 PPP1R7 SP3 ARF3 PRKAR1A AHCYL1 SPCS2 XPO7 KXD1 MORF_RAC1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAC1 COA1 SART3 RAB1A NONO TMEM147 PICALM PLOD3 EIF2B2 RAN PCBD1 YIF1A DCTN2 AC118549.1 PPP2R5E VGLL4 TRAPPC3 MDH1 GLG1 RAD23B CNIH1 PPT1 ARF5 ARFGEF1 BANF1 CAPZB HADHB SYPL1 GORASP2 HTATSF1 RAC1 CTDNEP1 MTCP1 ZNRD2 ABR MAP2K2 MAML1 JTB PRPSAP1 EI24 ATP2A2 NUP62 RNF4 ARF3 NIPSNAP1 ARF4 RHEB COX6A1 RTN4 SEPHS2 IST1 RAB5B COPS5 AP2S1 AP3S1 RTCB TMBIM6 CANX WBP2 COPB2 ANKRD17 GPX4 PARG RAB6A ATP6V0D1 KDELR1 BRD8 SNAPC5 CLN3 STX4 MRPL9 RAB5A SRP9 DYNC1I2 SERP1 MTDH GANAB ATG12 SEM1 POLR2I GPAA1 COX7A2L POLR2C PDAP1 GGCT SUMO2 CDK16 SUMO1 ILVBL ACTL6A TSTA3 FBXW11 NSDHL SHMT1 CS YWHAB CSNK2B PPP1R11 SOD1 POLR3C DNPEP SDHA MRPL28 PPP1R7 SDHC DPM1 UBA1 HNRNPA2B1 SSR4 KXD1 NCBP2 HNRNPAB XPO6 ATOX1 ATP6AP1 SNRNP200 MORF4L2 CNOT3 COX5A SMNDC1 RAD21 IDH3G SMARCD2 STARD7 PGRMC1 RBCK1 SLC4A2 DAP ACTN4 STK24 CSNK1G2 FMR1 MTA1 LYPLA1 BCAP31 TMEM106C SEC61B MRPS18B TIAL1 VPS26A SEC61G COPS7A SNX1 ARPC5 ENSA SKP1 KARS1 PSMB4 PSMB6 BLOC1S1 PSMB2 UBAP2L AP2M1 ATP5MF MEA1 COX8A DOCK3 PHF3 OTUB1 PSMC2 PRKAR1A AHCYL1 CFDP1 SPCS2 XPO7 PDCD6 C6orf62 METAP1 PRKAG1 CYC1 FOXK2 PRDX4 CLTC GLB1 PIGC SEC24C PSMD7 PSMD8 EBAG9 KHDRBS1 PPP2R1A UBE2A SARS1 DDB1 CYCS ATP6V1H NDUFC1 PMM2 ATP6V1F EML2 XPC FAM120A ARCN1 UBE3C RPA1 TMED2 CENPB HSPA8 RAF1 DRG1 TMED9 SLC10A3 PWP1 GMFB ATXN2 PEX11B F8A1 UBR5 SP3 SEC13 CRK ISCU MORF_RAF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAF1 MKRN1 HNRNPAB HNRNPK OXA1L XPO6 SNRNP200 CAPZA1 CNOT2 SYNCRIP PRKCSH RAB1A SMNDC1 NONO DHX38 SFSWAP DNAJC8 SRRM1 PABPN1 CSNK1G2 TOR1AIP1 DDX39A SEC61B SLC25A36 TIAL1 AC118549.1 PPP2R5E ZC3H15 CNBP CAPZB HADHB KBTBD2 UBE2D3 POLE3 HTATSF1 PLIN3 RAC1 CTDNEP1 TAF9 STK19 HNRNPH2 ABR COX8A JTB IDH3B RPRD2 EIF4H RNF4 NUP62 OTUB1 ZNF410 METAP1 IST1 PRKAG1 AP3S1 DEK NUP188 RTCB TERF2IP CLTC CANX NAP1L4 NFATC2IP ARFGAP2 TPR KHDRBS1 IK DDB1 MRPL9 UBE2I FOXJ3 UBN1 ATP6V1F NELFB MFN2 XPC KDM3B YWHAZ NACA ATG12 GPAA1 COX7A2L POLR2C PDAP1 SEC63 POLR2A SUMO2 SUMO1 ATXN2L MORC3 PRPF8 PPP2CA FAM168B FBXW11 BRD3 HNRNPC CS RAF1 DRG1 ETF1 PWP1 DNPEP GMFB CSNK1D MRPL28 ILF2 CUX1 SRRT YWHAQ DENND4A HNRNPA2B1 KXD1 MORF_RAGE http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAGE LINC00928 HAUS5 LMO1 EFNA2 AQP5 GRIK5 RPS6KB2 BPHL KIFC3 IGHMBP2 GHITM ZKSCAN3 DDX11 RBM8A SLC2A1 LSM1 SLC4A3 KHNYN WWOX TUB ARC ZNF592 CRYAA NUDT3 SIX3 HTR4 GGT5 F7 NTSR2 ZNF500 MGAT1 SSTR5 PITPNM1 CRHR2 MSX1 COLQ HTR7 HOXD4 MC2R HSPB2 AMFR ADD2 SPTB EXTL3 CDK5R1 ADAMTSL2 MYL2 ALDOC MTX1 TSPO2 MYO9B PRELID3A ECE2 MUSK SLC30A1 CBARP SLC30A3 IFT140 PVT1 B4GALT3 PTPN9 TCF7 CYP2C9 FDXR GPR35 WDR62 IKBKG SLC13A2 GRK4 PRPH SLC5A2 NEURL1 ARSL IMPA1 CD8B TLN2 TCOF1 DGCR11 SDC3 USP19 PAX9 SLC22A24 PCBP3 ANKRD12 SLC24A1 PAX8 ITIH4 PIGB SIK3 FANCG NCKIPSD HSF4 LBP CASP2 MT4 TUBGCP4 CYP11A1 MPP2 SPEF1 FAM189B IRF2BP1 PIGR DAPK2 PCGF1 CARD10 RBBP8 EML3 DOK1 KLHL18 CRCP KANK2 CNTN2 GRIP2 CNTN1 MOK UGT2B15 CLOCK CRYBA4 MMP25 TM4SF5 ADAM15 TMEM94 TNFRSF25 PML CALCOCO1 PAIP2B BCL2 PRSS16 ACKR2 CAMK2B SH2B1 MR1 BAHD1 DPT LTK SLC12A4 NFRKB TBX5 FAM189A2 TNP1 IGSF9B ITPR2 AP2A2 SLC16A5 SLC6A9 SLC6A7 LSM12 JAK3 MORF_RAN http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAN HMGN1 RPL18 COA1 LDHA RPL14 TUBB2A RPL13 PUF60 XRCC6 PGAM1 RPLP2 STOML2 CCT2 CCT3 ACTG1 NONO TMEM147 H2AZ2 ATXN10 EIF1AX SRSF9 H2AZ1 U2AF1 FAU RPL11 LSM2 CLNS1A EIF3M ANAPC5 RAN PTBP1 CDC123 SRSF3 DCTN2 SRSF2 PPP1CA NME2 HUWE1 NME1 RPS12 ATP5F1C RPS13 RPS10 MDH1 FUS CNIH1 RAD23A BANF1 HADHB RPS25 TPI1 RAC1 COX6B1 CTDNEP1 PABPC1 RPS24 JTB UBE2L3 VDAC2 RPS6 RPS5 EIF4H CCT7 UBA2 NIPSNAP1 PCNA COX6A1 RHEB RACK1 IST1 COPS5 UTP18 COPS6 AP2S1 NAP1L1 EIF3K TMBIM6 CANX YBX1 DYNLL1 SLC25A3 ATP5PO ATP5ME ATP5PF CTBP1 ANP32B SLC25A5 MRPL9 EIF4A1 EEF1G RUVBL2 GNAS EEF1D SRP9 TUFM POLR2H YWHAZ GANAB NACA MTDH POLR2I SEM1 GPAA1 COX7A2L HPRT1 PDAP1 MIF SUMO3 SUMO2 SUMO1 RPL30 SET PCMT1 TCEA1 BUB3 GDI2 TRIM28 CS CSNK2B YWHAB RPL24 ACLY SOD1 SDHA MRPL23 PPP1R7 ILF2 EEF1E1 RPL21 UBA1 YWHAQ ELOC HNRNPA2B1 PGK1 SSR2 CALM2 KXD1 HNRNPAB RALY SRP14 XPO1 SNRNP200 CAPZA1 NDUFAB1 CBX3 SNRPD2 COX5A COX5B RAD21 STARD7 SMARCD2 TARDBP DNAJC8 EIF3E RPN2 EIF3C EIF3H TUBA1B RPS27A RPL36AL HNRNPUL1 ERP29 LYPLA1 EEF2 COX6C BCAP31 PSMA2 SEC61B PSMA4 TIAL1 SNRPB SNRPA SNRPE DDX39B SNRPG CNBP HAX1 MRPS12 COX7B SNRPB2 HDGF COX7C NEDD8 SKP1 KARS1 PSMB4 PSMB7 PSMB6 PSMB1 DDX49 RPL7 RPL6 POLE3 PSMB3 NPM1 PSMB2 BTF3 RPL5 AP2M1 ATP5MF FIBP COX8A FDPS GATD3A IDH3B RNPS1 RPL23A RBMX DOCK3 HDAC1 PPIA NDUFV1 PSMC1 PRKAR1A HSPD1 PDCD6 DAP3 UQCRC2 HSP90AB1 METAP1 CLTA HINT1 CYC1 DEK UQCRFS1 PRDX1 PRMT1 NDUFS5 PCBP2 NDUFS3 PSMD7 PSMD8 KHDRBS1 PPP2R1A HSP90AA1 SSBP1 CYCS COX4I1 HSPB11 UBE2I NCL ATP6V1F EIF4G2 PPM1G C1QBP UQCRH UBB COPE UQCRB COMMD4 ATP5MC1 ATP5MC3 TMED2 MYL6B HSPA8 EBP NDUFA2 ERH HNRNPC DRG1 NDUFA1 PARK7 FBL PWP1 GPI PHB2 MORF_RAP1A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RAP1A NRTN SEC31A UTRN FIG4 BMS1 AQP5 GRIK5 EIF5B IL13 CNOT2 AQP7 BPHL TMEM11 JAG1 EEF1AKMT3 HMGN4 HNRNPL FNTB TAF5L AGPS SFSWAP SLC2A1 SPRED2 LSM1 ADGRL1 SCAMP1 PIK3CB TBC1D22A CLPX ZNF500 PCF11 SSTR5 MSX1 RFC1 CEP350 HTR7 HOXD4 AMFR PPP5C EXTL3 HOXA11 ATP6V1B1 NR2C1 JRK ECE2 DDX46 NUMB AIMP1 LIAS SEC23IP NKRF TAF2 CSTF3 KLHDC10 SLC6A11 OARD1 SMG1 BRCA1 NMT1 SLC25A11 PAXIP1 EIF4E IPCEF1 COX6A2 RAP1A POP4 ZNF292 LEPROTL1 PEX3 GTSE1 KRT33A SEC62 PLEKHB1 PAX9 OSR1 PIGF TPP2 SLC24A1 PIGB SYNJ2 MC5R SLC22A6 DNA2 MSL3 MT4 ZBTB22 LAIR1 C1orf216 LPGAT1 PIK3C2A CCNF SPEF1 KIAA0586 RB1 PIGR PCGF1 RBBP8 MFN2 MFN1 KLHL18 GRIP2 CPSF4 SPAST TMEM94 POLR2K FRYL CAMK2G PRIM2 POLA1 DCK NFYB DIMT1 CHD9 HIC2 CDYL TTI1 CDK13 MYCBP INPP5E GPATCH8 SH2B1 HSPA13 DTNA ERCC2 DPT BAHD1 CHD3 MSH3 OPRL1 FAM189A2 TRIM27 SMC5 PHF10 DKK4 POLR3D ATRX YAF2 GSK3B IRF2 ATP6V0A2 MORF_RBBP8 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RBBP8 BTD BMS1 AQP5 TMEM11 KIFC3 HNRNPL TAF5L AGPS DDX11 RBM8A SFSWAP LSM1 ARC CRYAA ROCK1 PIK3CB HTR4 F7 ZNF500 ST13 MGAT1 SSTR5 CRHR2 MSX1 CLP1 COLQ RFC1 HTR7 MC2R NEK9 AMFR CDK5R1 ALDOC MTX1 MYO9B STK17A PRELID3A ADCYAP1 JRK MUSK AANAT TNKS FCHO1 IKZF1 PHB FDXR PMF1 PAXIP1 WDR62 IPCEF1 RWDD3 RERE CCKAR NEURL1 LEPROTL1 ARSL TCOF1 DGCR11 KRT33A ANKRD12 SLC24A1 GNPAT SIK3 FANCG MYC FAM189B GTF2H3 RBBP8 SS18 DOK1 KANK2 GRIP2 CLOCK PARVB CRYBA4 MMP25 ADAM15 TMEM94 ZBTB11 FUT6 PML PAIP2B BCL2 ACKR2 GPATCH8 PRSS16 HSD17B3 BRD1 CEP135 TBX5 AFF2 ITPR2 DKK4 ATRX SLC16A5 RASSF1 GSK3B SRRT PHF21A CMA1 ATP6V0A2 NRTN HAUS5 LMO1 EIF5B GRIK5 IQGAP2 IL13 PKMYT1 RPS6KB2 BPHL GSTM5 ZKSCAN3 SLC2A1 AC021066.1 SLC4A3 KAT8 PMS1 ZNF592 NUDT3 SIX3 CLPX TBC1D22A HOXD4 HSPB2 PPP5C KYAT1 EXTL3 ADAMTSL2 TSPO2 ATP6V1B1 ECE2 SLC30A1 PLIN3 SLC30A3 RUNX1 CYP19A1 TAF2 PVT1 CSTF3 B4GALT3 IKBKE SLC25A11 GPR35 RAP1A SLC13A2 SLC5A2 IMPA1 NDST1 CD8B TLN2 PEX6 PLEKHB1 PCBP3 PAX9 SLC22A24 PAX8 PIGB ITIH4 LBP RANBP2 NCKIPSD MT4 LAIR1 TUBGCP4 CYP11A1 GLE1 MPP2 SPEF1 ESR1 PIGR SEZ6L IRF2BP1 DAPK2 PCGF1 MFN2 EML3 KLHL18 CRCP ZNF710 CYP2A6 CPSF4 MOK UGT2B15 TM4SF5 TNFRSF25 FRYL CAMK2G NFYB CHD9 PSMF1 TTI1 INPP5E CDK13 PAFAH1B1 CAMK2B SH2B1 ERCC2 BAHD1 DPT CHD3 LTK NFRKB SLC12A4 FAM189A2 SMC5 DPYSL4 IGSF9B SLC6A9 SLC6A7 LSM12 IRF2 JAK3 MORF_RBM8A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RBM8A SLC5A2 PRPH HAUS5 PNMT GPR161 GPRIN2 TCOF1 DGCR11 CNOT4 IGHMBP2 USP19 GHITM ZKSCAN3 DDX11 SLC22A24 PCBP3 RBM8A ANKRD12 PAX8 PIGB HSF4 CASP2 KHNYN TUB ZNF592 PTGER3 NUDT3 MPP2 PKN2 F7 NTSR2 CARD10 RBBP8 EML3 PITPNM1 PFDN1 CRCP H6PD MC2R HSPB2 CNTN1 GPA33 MVK MOK SEMA4D ADAM15 MMP25 ACR TMEM94 HMGXB3 CDK5R1 MYL2 ADAMTSL2 TRA2A PML TSPO2 FKBP15 DMWD TAGLN3 AMELX LMTK2 CAMK2B PRSS16 ODF1 IFT140 MAG PTPN9 TCF7 LTK SLC12A4 FAM189A2 NTNG1 FDXR TNP1 PMF1 TPMT IGSF9B ZBED1 SLC6A9 GSK3A IKBKG LSM12 ITGAD EPOR HTR2A MORF_REV3L http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_REV3L TTLL5 TMEM11 SSR1 NFATC2IP TAF5L NUBP1 PIGF OSR1 TPR TBPL1 SCAMP1 ZBTB22 RSU1 CDK8 TBCE STXBP3 CLPX ZNF500 PCF11 MFN1 IGBP1 PIAS2 CPSF4 SPAST EP400 REV3L PPP5C PDXDC1 FRYL CETN3 SNX4 NFYB DIMT1 JRK PSMF1 CHD9 PPP1R3D CDYL TTI1 GPATCH8 INPP5E SEC23IP RNF14 CHD3 TAF2 NKRF KLHDC10 MSH3 OARD1 UBE4B BRCA1 ATRX NMT1 FANCI PAXIP1 POP4 ATP6V0A2 FAM91A1 MORF_RUNX1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_RUNX1 ADCY3 PVR BMP10 NRTN SYT5 LTBP4 FIG4 UTRN GRIK5 AQP5 IL13 TMEM11 AQP7 FNTB TAF5L SLC2A1 SLC4A3 AC021066.1 SCAMP1 KRR1 ZNF592 PIK3CB SLC33A1 HTR4 CLPX TBC1D22A ZNF500 TACC2 RFC5 CRHR1 PCF11 SSTR5 COLQ HTR7 TANC2 MC2R HOXD4 MGA PIAS2 AMFR ERC1 EP400 MAGEA9 ZNF133 CACNB1 ARFGEF2 EPHB2 PRELID3A ADCYAP1 JRK PDE6A SULT4A1 NTPCR HNF1A SLC30A3 RUNX1 RUNX2 CTRL TAF2 NKRF MLN SMG1 BRCA1 PAXIP1 NR1I2 WDR62 IPCEF1 COX6A2 SLC13A2 ADAM20 POP4 ABO POU6F1 TLN2 POU6F2 ZNF200 AMMECR1 CXCR3 WBP4 KRT33A NOS2 COLGALT2 DNAJC16 PLEKHB1 PAX9 PAX7 SLC24A1 ITIH4 PIGB SYNJ2 MC5R SLC22A6 NCKIPSD FOSL1 MT4 NPFF KLHL20 MSL3 NFX1 C1orf216 CYP11A1 GLE1 LPGAT1 GPR19 SPEF1 ESR1 KIAA0586 SEZ6L PIGR PSG1 DAPK2 RBBP8 MFN1 KLHL18 ZNF134 KANK2 ZNF710 GPR15 GRIP2 TBX19 ZBTB14 POLR2K TNFRSF25 FRYL FUT6 CAMK2G CHD9 PSMF1 CDYL TTI1 BCL2 KRT2 INPP5E GPATCH8 CDK13 DTNA DPT BRD1 MSH3 UBE4B PHF10 GJB5 DRC3 AFF2 ATRX ZNF157 SLC16A5 P2RY10 COL19A1 JADE3 POFUT2 ATP6V0A2 MORF_SART1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_SART1 RALY RPL18 HNRNPK SRP14 PUF60 RPLP2 UQCRFS1 SART1 LSM14A DHX38 PCBP2 U2AF1 SLC25A3 FAU RPS27A BCL7B EIF3M HSP90AA1 ANP32B HNRNPUL1 SLC25A6 COX4I1 MRPL9 EEF2 UBE2I CLIC1 NCL EIF4G2 HNRNPA1 HUWE1 TIAL1 EIF4A1 RPS12 ZC3H15 USP22 EEF1D DDX39B YWHAZ NACA STRAP HDGF ACP1 SUMO3 SUMO2 RPL30 DDX49 PSMB1 RPL6 PSMB3 RPL10A FAM168B GDI2 HNRNPC IDH3B DRG1 RNPS1 RPL24 UBE2L3 RPS6 CCT7 MRPL23 RPL21 H3-3A MORF_SKP1A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_SKP1A HMGN1 COA1 PUF60 VPS52 CXorf40A CCT2 NONO SRSF9 H2AZ1 U2AF1 TLK1 LSM3 RAN YY1 CDC123 VTI1B SRSF3 DCTN2 PPP1CA RAB14 ATP5F1C YME1L1 TRAPPC3 MDH1 RAD23B CNIH1 RAD23A RER1 BANF1 COIL HADHB ATP6V0C SYPL1 RAC1 COX6B1 MAML1 JTB UBE2L3 EIF4H RNF6 UBA2 ARF3 RHEB COX6A1 HGS COX11 IST1 COPS5 UTP18 AP2S1 TMBIM6 HSBP1 CANX WBP2 BAG5 COPB1 SLC25A3 ATP5PD ATP5PF ANP32B MRPL9 MBD4 TAF11 EIF4A1 RAB5A EEF1D SRP9 PPP6C YWHAZ MTDH NACA SEM1 AZIN1 COX7A2L PDAP1 SF3B2 SUMO3 GGCT SUMO2 SUMO1 SET NSDHL ETFA GDE1 TRIM28 YWHAB CSNK2B ILF3 SOD1 YWHAE DNPEP PPP1R7 UBA1 CALM3 ELOC SSR2 KXD1 HNRNPAB RALY SRP14 SEPTIN2 ATP6AP1 SNRNP200 MORF4L2 CBX3 COX5A SRP19 RAD21 STARD7 SMARCD2 EIF3E EIF3C DAP RPL36AL SNRPA1 HNRNPUL1 GLOD4 LYPLA1 BCAP31 COX6C PSMA2 MAD2L1BP TIAL1 PSMA3 HSPA9 SNRPE SNRPG CNBP COX7B HDGF COX7C NEDD8 SKP1 SNX3 ENSA KARS1 PSMB4 DDX49 PSMB1 POLE3 PSMB2 BTF3 UBAP2L AP2M1 GABARAPL2 ATP5MF SMG7 WIPI2 RBMX PSMC6 VCP NDUFV1 PSMC2 NDUFV2 PSMC1 CFDP1 PDCD6 EIF4E2 PRRC2C CLTA TMEM183A URM1 CYC1 CTCF DEK LSS UQCRFS1 BUD31 BZW1 PRMT1 NDUFS3 PSMD7 PSMD8 NDUFS1 KIF2A PSMD9 EBAG9 KHDRBS1 PPP2R1A HSP90AA1 COX4I1 UBE2N PPM1G HARS2 TBCA KPNA2 COPE PPP2R2A UQCRB PCLAF HAT1 TMED2 NDUFA5 NDUFA2 HNRNPC UBE4A DRG1 NDUFA1 PARK7 GMFB UBR5 SEC13 MORF_SNRP70 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_SNRP70 HNRNPK XRCC5 SRP14 CAPZA1 HNRNPD RBM5 LSM14A DDX17 DHX38 DNAJC8 RHOA ZFPL1 EIF3D U2AF1 CSK API5 BRD8 CTBP1 ANAPC5 HNRNPUL1 RXRB SLC25A6 PTBP1 ZNF337 UBE2I ZFC3H1 NCL TACC1 SRSF2 PSMA1 EIF4G2 EIF4A2 CNPPD1 ADD1 DDX39B NACA DIAPH1 SRF ACP1 RABGGTB PHIP SUMO2 EFCAB14 DDX49 DGKD ARPC2 PRPF8 SAFB FAM168B SUGP2 SNRNP70 RNPS1 NXF1 ZBED1 PPIE RNF44 ATF4 RPL22 PTP4A2 WDR1 KXD1 MORF_SS18 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_SS18 METAP1 LEPROTL1 SEC31A PRKAG1 CNOT2 BPHL TMEM11 PRKCSH SSR1 NFATC2IP PARN PIGF SFSWAP DNAJC7 PIGB FANCG TPR AGPAT1 PIK3CB DDB1 FAM189B PCGF1 TTF2 CLPX NELFB RBBP8 MFN2 SS18 KPNA6 CPSF4 TMEM94 PDXDC1 FRYL MRE11 ZBTB11 MTX1 NFYB DIMT1 JRK DRAP1 PLIN3 TAF9 INPP5E CDK13 SH2B1 BAHD1 CHD3 PIK3R2 TAF2 B4GALT3 CSTF3 OARD1 FAM189A2 MEA1 SMAD2 RPRD2 ATRX SLC25A11 NUP62 CSNK1D IRF2 RERE MORF_SUPT3H http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_SUPT3H KLRC4 PVR S100A5 PPP2R5B SYT5 MASP2 CYP2D6 AQP7 RORB EDIL3 ADGRL2 ATP2B2 LILRA1 STAC LILRA4 CFH ABCB10 FAS GNG4 MAP2K7 HTR1E STAG1 PHOX2B TNIK MAGI1 RREB1 PDPN MYH2 PTPRR RXRG AOC4P CYP2E1 PCM1 TMEM26 BCL2L11 FRY CRHR1 PGM3 CAMK4 MLLT10 CCR3 TANC2 RYR3 RYR1 ROR2 FBXL4 OR2B6 MAGEA9 CLCN3 PLPPR4 MAGEA8 ZNF132 CACNB1 ARFGEF2 MYT1 CEP162 ITGBL1 EPHB2 HSPA1L HCRTR2 IFNA2 TBXT SULT4A1 IFNA1 DMD GYS2 IFNA8 HNF1A GUCY2F SMYD3 TRIO ZBTB40 TPD52L1 ECM2 KRT34 GUCY2C KDR SEMA6A PAXIP1 NR1I2 COL14A1 PKP1 MAP2 SFRP4 COX6A2 CHRNB4 DNAJC22 RBMXL1 RGS7 TNK1 HEPH ABO TLL1 SLC15A1 CYP2C19 CPEB3 GLRA3 WBP4 KRT33A NOS2 DNAJC16 SERPINA4 MC5R SLC22A6 CALN1 BRD4 IL13RA1 FGF2 MSL3 VSTM4 SRPK3 ATP4B GPR171 ZNF141 PSG1 RBBP7 SLC26A4 BRWD1 CDR1 ZNF134 SGCD ZNF33B NHEJ1 TBX19 HSD3B2 PHLDB1 REPS2 CXCL5 POLR2K C6 PART1 RB1CC1 PCDHB17P SLC4A8 EXOC4 SPATA2 FUT1 DAZL IGKV7-3 LECT2 ZNF266 SIM2 IL4 FAM153B SOAT2 POLR3F FLRT2 IL5 IL7 NTNG2 PHF10 BIRC5 DRC3 GJB5 ELAVL2 TRIM24 FZD5 CCL16 RPS6KA5 ZNF157 P2RY10 COL19A1 MEOX2 JADE3 USP46 HTR2C ABCC8 LRP4 LOR BMP10 F2RL3 FGF18 MPZL1 APOBEC1 TSPAN2 GRIK1 IL16 GABRB2 SLC6A2 F2RL1 TTN GHRHR DMPK FNTB STARD5 ZSCAN26 LGI1 SLC4A4 TENM4 SLC33A1 SOCS6 PDE4D SIX6 SPA17 IL11RA CDKL5 TACC2 CBLN1 RNF24 ERC1 AKAP3 CAMTA1 TTTY1 DRD1 ADAMTSL3 ST8SIA1 KCNA5 ATF2 PDE6A FGA BRINP3 TFDP2 ENTPD3 RAD51D B4GALT6 ATF6B SLC46A3 RUNX2 NOVA1 CTRL CACNA2D1 GABRA1 JRKL ITGA2 ABCB1 BRCA1 GCM1 HOXB7 ULK2 ADAM20 H3C6 ADAM22 CPB2 CADM4 RSC1A1 DDX52 POU6F1 OPCML CD8A OCM POU6F2 PAX6 ZNF202 AMMECR1 MINDY2 PDCD1 COLGALT2 BARX2 PLEKHB1 CCN6 DGCR9 PAX7 ATP8B1 ITIH3 SCN7A FOSL1 NPFF KNG1 PRKCA NOL4 C1orf216 CYP11A1 GLE1 GPR19 GPR18 MPP3 OTC SOX11 PCDHGB7 LDB3 IPO9 COQ7 FSHR ARL3 EYA1 PPM1E HOXC11 PSD C2orf27A MDM2 GPR15 CA3 CTSB ZBTB14 KPNA1 ZNRD1ASP VIP SUPT3H PPP1R12B NR3C2 IFNW1 TSHB CDC73 CDH4 GPR1 CDH8 NPAS2 SPRR2C MAP3K1 NFAT5 KRT2 NEDD4L COL8A1 PLA2R1 ERCC4 THPO PTPRB R3HCC1L FAM110B MSH3 IFNA10 UBE4B OR7A5 ERC2-IT1 ISL1 PTPN20 RUFY3 MON2 OR10H3 DBT ATXN3 SLC17A3 ANXA10 NEB SLC17A1 IFNA14 TSSK2 GCA SLC14A2 MORF_THPO http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_THPO KLRC4 APOBEC1 SLC6A2 EHHADH RORB EDIL3 ADGRL2 LILRA1 ZSCAN26 ABCB10 LGI1 GNG4 HTR1E PHOX2B RREB1 MYH2 AOC4P CYP2E1 PCM1 SIX6 SPA17 CRHR1 PGM3 CAMK4 MLLT10 RYR3 FBXL4 OR2B6 MAGEA9 CAMTA1 DRD1 TTTY1 MAGEA8 PLPPR4 ZNF132 ADAMTSL3 ITGBL1 CEP162 ATF2 HSPA1L HCRTR2 PDE6A IFNA1 DMD BRINP3 HNF1A RAD51D B4GALT6 GUCY2F SMYD3 JRKL TPD52L1 ABCB1 GUCY2C KRT34 DOCK3 GCM1 COL14A1 DNAJC22 TNK1 H3C6 ABO CPB2 CLCN4 CADM4 TLL1 ATP10B SLC15A1 GLRA3 GYPA SERPINA4 CALN1 ITIH3 KLHL23 NPFF PRKCA GPR18 ATP4B GPR171 LDB3 ZNF141 IPO9 PSG1 FSHR CDR1 EYA1 PPM1E NHEJ1 ZBTB14 TBX19 ZNRD1ASP HSD3B2 SUPT3H CXCL5 NR3C2 IFNW1 CDC73 PART1 CDH8 RB1CC1 MAP3K1 PCDHB17P SLC4A8 EXOC4 KRT2 FUT1 COL8A1 THPO PTPRB IL4 FAM153B SOAT2 FLRT2 FAM110B IL7 IFNA10 NTNG2 ERC2-IT1 FZD5 ISL1 OR10H3 MON2 DBT ZNF157 ATXN3 COL19A1 SLC17A1 JADE3 GCA MORF_THRA http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_THRA PLXNA3 THRA SCAPER CCIN SYT5 ZNF202 STXBP5L ATP2B2 PLEKHB1 COLGALT2 PAX7 SLC2A1 NCKIPSD AC021066.1 HTR1E SRPK3 CYP11A1 ENOX2 GLE1 MYH2 PTPRS PSG1 RPH3A ELL2 TACC2 CRHR1 CAMK4 PSD CLOCK AKAP3 OR2B6 MAGEA9 TNFRSF25 ABCA1 ADCYAP1 PRELID3A ZNF330 TSPYL1 SULT4A1 TBXT KRT1 IL4 TRIO DRC3 CSRP3 RALYL SLC17A7 ZNF157 SLC16A5 SLC17A1 ATP8A2 SLC13A2 ABO RSC1A1 MORF_TNFRSF25 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_TNFRSF25 LINC00928 TGOLN2 ADCY3 PVR BTD SYT5 LTBP4 EFNA2 CYP2D6 AQP5 AQP7 TMEM11 ATP2B2 HTR1B DDX11 CRYAA CD3E PIK3CB MYH2 HTR4 PTPRS GGT5 CYP2E1 F7 ZNF500 DEPDC5 RFC5 CRHR1 SSTR5 MSX1 COLQ HTR7 MC2R PIAS2 AMFR MAGEA9 CDK5R1 MYO9B STK17A RIMS2 ARFGEF2 MYT1 ADCYAP1 PRELID3A JRK SULT4A1 TBXT NTPCR MUSK AANAT CBARP HNF1A NXPE3 CNKSR1 MLN FDXR ZBTB40 MYOZ3 RALYL PAXIP1 WDR62 IPCEF1 HMHB1 COX6A2 GRK4 ABO CCKAR NEURL1 SCAPER ARSL ATP10B KAZN KRT33A KRT33B NOS2 DNAJC16 SLC24A1 VKORC1 MC5R GNPAT SYNJ2 SLC22A6 LINC00837 MYC MSL3 SRPK3 LPGAT1 PSG1 ARHGEF12 RBBP8 DOK1 TAF12 BNIP1 KANK2 GRIP2 TBX19 CLOCK PARVB TMEM94 POLR2K FUT6 PML MMACHC BCL2 FAT2 PRSS16 GPATCH8 ETV3 BRD1 CEP135 TBX5 TNP1 PHF10 TBX1 DRC3 GJB5 AFF2 ELAVL2 ITPR2 DKK4 ATRX ZNF157 SLC16A5 P2RY10 RASSF1 CMA1 ATP6V0A2 BMP10 PLXNA3 HAUS5 NRTN THRA LMO1 GRIK5 EIF5B RPS6KB2 IL13 ITPKB JAG1 GSTM5 FNTB ZKSCAN3 SLC2A1 PRKACA SLC4A3 KAT8 AC021066.1 TENM4 ZNF592 SIX3 SOCS6 RPH3A CLPX TBC1D22A TACC2 ELL2 HOXD4 HSPB2 AKAP3 SPTB KYAT1 EXTL3 ADAMTSL2 PPIL2 SNRNP27 ABCA1 GREM1 WT1 ARNT ZNF330 ECE2 TRIM66 SLC30A1 SLC30A3 RUNX1 SLC46A3 IVL CTRL CYP19A1 ABCB9 LDLRAD4 IKBKE MPZL2 ADRA1B SLC13A2 HABP4 RHBDL1 SLC5A2 POU6F1 IMPA1 TLN2 CD8B POU6F2 AMMECR1 SDC3 SRSF8 PLEKHB1 BARX2 PAX9 SLC22A24 PCBP3 DGCR9 PAX7 PAX8 ITIH4 PIGB PTH1R LBP NCKIPSD FOSL1 MT4 NFX1 C1orf216 TUBGCP4 CYP11A1 GLE1 GPR19 MPP2 SPEF1 ESR1 SEZ6L PIGR DAPK2 PCGF1 ARL3 EML3 MFN1 KLHL18 CRCP PSD CNTN2 CYP2A6 ZNF710 GPR15 MDM2 NGFR MOK FSHB UGT2B15 TM4SF5 HCRT TNFRSF25 FRYL CAMK2G CALCOCO1 CPZ TSPYL1 KRT1 CD6 DPT BAHD1 LTK FLT1 SLC12A4 NFRKB NF1 FAM189A2 UBE4B SLC17A7 SLC6A9 ATP8A2 LSM12 IRF2 JAK3 SLC18A1 NFIC MORF_TNFRSF6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_TNFRSF6 KLRC4 LOR PVR BMP10 FGF18 F2RL3 S100A5 APOBEC1 IL16 GRIK1 SLC6A2 CYP2D6 AQP7 RORB EDIL3 TPD52 FNTB STAC ZSCAN26 CFH ABCB10 FAS LGI1 GNG4 HTR1E TENM4 KRR1 PHOX2B SGPL1 SLC33A1 RREB1 RXRG AOC4P CYP2E1 PCM1 TMEM26 FAM13A SPA17 BCL2L11 IL11RA CRHR1 PGM3 CAMK4 TANC2 CCR3 MLLT10 FBXL4 ASB4 OR2B6 MAGEA9 TTTY1 PLPPR4 MAGEA8 ADAMTSL3 ATF2 CEP162 EPHB2 PDE6A HCRTR2 SULT4A1 TBXT DMD TFDP2 RAD51D HNF1A B4GALT6 RUNX2 GUCY2F CACNA2D1 CELA2B JRKL ZBTB40 KRT34 KDR GCM1 NR1I2 MAP2 COX6A2 ADAM20 H3C6 ABO CPB2 CADM4 POU6F1 OPCML CD8A SLC15A1 OCM GLRA3 ZNF200 ZNF202 AMMECR1 WBP4 NOS2 COLGALT2 SERPINA4 ATP8B1 MC5R SLC22A6 CALN1 ITIH3 BRD4 FOSL1 FGF2 NPFF MSL3 VSTM4 GPR19 GPR18 ATP4B GPR171 LDB3 ZNF141 IPO9 PSG1 COQ7 FSHR ARL3 SLC26A4 PPM1E ZNF134 MDM2 NHEJ1 ZNRD1ASP TBX19 ZBTB14 SUPT3H PHLDB1 CXCL5 NR3C2 CDC73 PART1 RB1CC1 SLC4A8 EXOC4 SPATA2 KRT2 FUT1 IGKV7-3 LECT2 COL8A1 ERCC4 ZNF266 SIM2 FAM153B PTPRB FLRT2 SOAT2 IL5 R3HCC1L IFNA10 NTNG2 PHF10 DRC3 GJB5 ELAVL2 ERC2-IT1 CCL16 FZD5 RPS6KA5 DBT ZNF157 ATXN3 P2RY10 COL19A1 TSSK2 ABCC8 GCA MORF_TPR http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_TPR SEC31A BTD XPO6 STK38 CNOT2 TMEM11 BPHL PRKCSH RAB1A SSR1 DDX11 SFSWAP SULT1A1 RALB CYHR1 WWOX TBPL1 ATG9A ZNF592 ROCK1 CSNK1G2 TOR1AIP1 KDM5C CLPX HUWE1 IGBP1 ZNHIT1 PPP2R5E MPST ZNHIT3 EXTL3 PDXDC1 TFAP4 MRE11 MTX1 SNX4 RABGGTA JRK PPP1R3D PSMB6 DRAP1 HTATSF1 PLIN3 TAF9 SEC23IP TAF2 NKRF B4GALT3 CSTF3 KLHDC10 BECN1 PHB OARD1 MEA1 FDXR SMAD2 RPRD2 FANCI SLC25A11 NMT1 NUP62 OTUB1 FAF2 METAP1 PRKAG1 FOXK2 TTLL5 TERF2IP NFATC2IP RABAC1 PARN MIA2 PCGF2 OSR1 PIGF BAG1 DNAJC13 NUBP1 FANCG TPR AGPAT1 ZBTB22 NSL1 UBE2A IK NUP88 UFD1 DDB1 FAM189B TBCE CDK8 RING1 STXBP3 KIAA0586 PRPF4 TTF2 PCGF1 NELFB DHRS1 MFN2 EML3 SS18 XPC NCOA6 KPNA6 KDM3B CPSF4 REV3L TMEM94 FRYL CETN3 NFYB DIMT1 CHD8 CDYL TTI1 GGPS1 RAB11A ILVBL GPATCH8 CDK13 MYCBP INPP5E TSTA3 MR1 SH2B1 ERCC2 CHD3 BAHD1 PIK3R2 PDCD10 BRD3 NFRKB PPP1R11 RAF1 TUBGCP2 PWP1 ATRX MRPL28 CSNK1D ILF2 GSK3B SDR39U1 SRRT IRF2 DENND4A CUL4B MORF_TPT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_TPT1 HNRNPK RPL18 SRP14 RPL17 RPL36A RPL19 RPL13 RBM3 RPL15 RPLP2 B2M ACTG1 RPLP0 RPLP1 TPT1 FAU RPL10 RPL11 RPL12 TUBA1B RPS27A LYPLA2 EEF2 RPS18 RPS19 RPS16 RPS17 RPS14 RPS12 RPS13 RPS10 RPS11 MYL6 EEF1B2 COX7C RPS25 RPS27 OAZ1 RPS29 RPL7 RPL6 RPL9 NPM1 RPL8 JUND RPL3 BTF3 RPL5 RPL10A RPL4 PABPC1 RPS20 RPS23 RPS24 EEF1A1 RPS9 RPL23A RPS6 RPS5 RPS8 RPS7 RPL18A PPIA H3-3A RACK1 GPR161 PTMA YBX1 RPS3 RPS3A PCBP2 ZFPL1 RHOA SLC25A6 RPS4X EIF4G2 EIF4A2 CFL1 UBC EEF1G UBB NACA RPL27A RPS15A RPL37 RPL38 SUMO2 RPL30 RPL32 RPL31 RPL34 ACTB RPL27 RPL24 RPL28 RPL29 RPL23 RPL13A RPL22 RPL21 ARAF PGK1 MORF_TTN http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_TTN GLRA3 RORB TTN ZSCAN26 SERPINA4 ABCB10 PHOX2B RREB1 GPR171 ZNF141 TMEM26 SPA17 FSHR PGM3 MLLT10 FBXL4 ZNRD1ASP HSD3B2 SUPT3H CLCN3 MAGEA8 CXCL5 ADAMTSL3 CDC73 IFNA1 KRT2 IGKV7-3 RAD51D IFNA8 COL8A1 ZNF266 FAM153B PTPRB GUCY2F R3HCC1L IFNA10 JRKL ZBTB40 NTNG2 GJB5 ABCB1 KRT34 RPS6KA5 DBT NR1I2 COL14A1 JADE3 MAP2 TSSK2 CADM4 GCA MORF_UBE2A http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_UBE2A METAP1 PRKAG1 CANX RAB1A PARN DNAJC13 NUBP1 TPR UBE2A UFD1 DDB1 SARS1 ATP6V1F XPC ARCN1 AC118549.1 ZNHIT1 VGLL4 ARF5 ARPC5 CAPZB PSMB6 HTATSF1 RETREG3 RAC1 RAB11A ILVBL SEC22B FBXW11 RASA1 TBCB PDCD10 OARD1 MEA1 PPP1R11 SMAD2 RPRD2 PRPSAP1 DNPEP PEX11B ATXN2 MRPL28 PPP1R7 LASP1 PSMD10 PRKAR1A UBA1 CUL4B CALM2 MORF_UBE2I http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_UBE2I RPL18 HNRNPK HMGN1 XRCC5 RPL17 LDHA OXA1L RPL19 RPL14 RPL13 PUF60 HNRNPD XRCC6 LSM7 RPLP2 CCT2 HNRNPM SART1 NONO ACTG1 EIF6 H2AZ2 DHX38 ATXN10 EIF1AX SRSF9 U2AF1 FAU RPL11 BCL7B EIF3M ANAPC5 RAN PTBP1 SRSF3 SRSF2 NME2 RPS19 HUWE1 RPS12 ZNF384 RPS13 ZC3H15 RPS11 FUS CDV3 BANF1 ACP1 RPS25 COX6B1 CTDNEP1 PABPC1 RPS24 JTB RPS6 UBE2L3 EIF4H RPS5 RPS7 CCT7 RPL18A UBA2 COX6A1 H3-3A HGS RACK1 IST1 COPS6 NAP1L1 EIF3K CANX NAP1L4 YBX1 LSM14A SLC25A3 ARFGAP2 BRD8 CTBP1 ANP32B SLC25A6 MRPL9 CLIC1 SENP3 GNB2 EIF4A2 EIF4A1 EEF1G GNAS USP22 EEF1D TUFM YWHAZ GANAB NACA POLR2I GPAA1 COX7A2L HPRT1 PDAP1 POLR2A SUMO3 SUMO2 RPL30 SET RPL31 RPL34 PPP2CA PCMT1 AATF GDI2 BRD2 SNRNP70 TRIM28 CS RPL27 RPL24 ILF3 MRPL23 ILF2 RPL22 RPL21 PTP4A2 SDR39U1 YWHAQ UBA1 HNRNPA2B1 ATP5F1A PGK1 SSR2 CALM2 KXD1 HNRNPAB RALY XPO1 SRP14 RBM3 SNRNP200 CBX3 COX5B TOP1 STARD7 TARDBP DNAJC8 EIF3D PUM1 EIF3H TUBA1B EIF3I RPS27A NUDT1 HNRNPUL1 LYPLA2 EEF2 HNRNPA1 SEC61B TIAL1 SNRPB BAG6 SNRPE DDX39B CNBP STRAP SNRPB2 COX7C HDGF DAZAP2 KARS1 PSMB7 OAZ1 PSMB1 DDX49 RPL7 ARPC3 RPL6 POLE3 PSMB3 RPL9 NPM1 BTF3 RPL5 RPL10A AP2M1 TBCB RAB8A COX8A IDH3B RNPS1 RBMX ATF4 PPIA OTUB1 HSPD1 DAP3 HSP90AB1 HINT1 CYC1 NUP188 DEK UQCRFS1 PTMA RPS3A PCBP2 RHOA ZFPL1 NDUFS3 CSK PSMD8 KHDRBS1 PPP2R1A IK HSP90AA1 COX4I1 UBE2I HSPB11 FOXJ3 NCL UBN1 ATP6V1F EIF4G2 UQCRH CFL1 UBC UBB CNPPD1 ATP5MC1 PRPF8 FAM168B TEX261 CHD4 EBP ERH HNRNPC RAF1 DRG1 PARK7 FBL PHB2 NGDN MORF_UBE2N http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_UBE2N HNRNPAB PRRC2C HCCS PTGES3 CHERP HNRNPD SNRNP200 VBP1 PDIA6 CBX3 EDC4 HNRNPR CTCF CCT2 UQCRFS1 HNRNPM NONO DKC1 STARD7 ATXN10 DNAJC9 TARDBP EIF1AX SRSF9 SLC25A3 U2AF1 H2AZ1 SRRM1 ATP5PO DDX21 TLK1 NDUFS3 IFRD1 KIF2A ATP5PF KHDRBS1 SNRPA1 ANAPC5 MAGOH CYCS CDC123 MRPL9 SRSF1 TATDN2 SRSF3 UBE2N TAF11 PPM1G MAPRE1 SNRPE HSPA9 WDR43 PRPS2 DDX39B FUS TUFM MTDH RAD23A HAT1 SKP1 ATP5MC3 ACP1 SF3B2 RO60 SUMO1 POM121 SET DDX49 POLE3 DDX19A DDX19B DHX15 TRA2B UBAP2L BUB3 CHD4 TRIM28 ILF3 VDAC2 UBE2L3 SF3A1 EIF4H PARK7 SMC3 PTPN11 SLBP SDHB HDAC1 UBA2 NDUFV1 DR1 NDUFV2 CALM3 KXD1 MORF_USP5 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_USP5 METAP1 XPO6 PRKAG1 BMS1 RTCB NUP188 CNP TXLNA NAP1L4 PARN EIF6 STARD7 DNAJC8 PSMD2 PSMD3 GNL2 AGPAT1 TOMM34 DDB1 FAM189B RING1 NELFB ESYT1 MFN2 TFAP4 SNU13 USP5 MTX1 GPAA1 ELK1 POLR2A RPA2 WDR18 PSMB6 HTATSF1 ILVBL CTDNEP1 AATF EBP PHB CS MEA1 PPP1R11 DRG1 AFG3L2 PWP1 ILF2 MRPL28 OTUB1 ZPR1 CALM2 KXD1 MORF_WNT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_WNT1 SLITRK2 AP4E1 NTN3 FSTL4 VIPR2 CUL3 RASGRF1 WNT1 CDKN2B PTGDR2 LCAT CHRNA1 ADAM7 MATN4 CD3G ATRNL1 CTRB1 FOXN2 MYH7 VPS41 CYP1A2 HOXD9 TNNT2 SPAG8 MPHOSPH8 DOC2A BHMT CST5 ZNF239 NLE1 OPHN1 NEU3 SOX3 CA5A ASTN1 OPN1SW RPGRIP1L ANGPTL7 FOXH1 PDE6C IFNA4 RFPL1S TRPC3 NACAD SYT11 GABRA6 DMP1 MTRF1L NPY5R MYCNOS EPHA7 KRT37 TNFSF11 BAAT ATP2A1 AVPR1A RFX1 TCF15 ZNF208 KCNH1 COX10 ZNF154 ART3 OPRPN CRYBB3 AVP IL18RAP GPR176 ZFY PHKG2 CBLIF SAA4 RPGRIP1 DDN IRGC KIF1A GRM8 HIPK2 BRDT PDE9A HCG4 MAP3K14 AKR1D1 LCT RAB3A MBL1P GK2 SEC14L2 LRRTM2 MYBPH SERPINC1 TEKT2 ODF2 PRORP SCN5A MLLT3 ZNF264 C1orf21 CYP4F11 EIF2B1 XPNPEP2 BMPER BNC1 DSC1 PRM2 NMBR RBM17 MORF_ZNF10 http://www.gsea-msigdb.org/gsea/msigdb/cards/MORF_ZNF10 AP4E1 DZIP1 NELL1 ZNF154 ZNF10 CUL3 ART3 TBC1D12 ORC4 CHRNA3 COCH ATRNL1 DFFB CRISP1 RPGRIP1 VPS41 RFPL3S FAM155B ZBTB25 SMG7-AS1 GRM8 AKAP5 OPHN1 HCG4 TPH1 AKR1D1 CASQ2 LCT DCC GK2 ASTN1 RPGRIP1L ZNF177 ANGPTL7 WIPF1 LRRTM2 IFNA4 DCAF4 RFPL1S ZNF264 BCLAF3 DMP1 IREB2 MTRF1L SMYD2 TBC1D31 BAAT ST8SIA4 UGT2B4 MPPED2 DIO1 HDAC9 RBM17 GCM_ATM http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_ATM MICB BCAT2 MYBPC2 TH SIRPB1 AQP2 RABGGTA NR1H2 ADRB3 BCL3 AANAT HSD17B3 CDK13 HSF4 SCNN1G NEFL HTT LTK MPP2 DRG2 WAS KRT35 ATM PMS2P11 RENBP PLK1 GPER1 GCM_BNIP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_BNIP1 CD8B COX10 TIMM17A AQP7 GHRHR FEV CHIC1 SLC2A4 DGCR6 SMARCD1 GSTZ1 KRT83 FANCC NQO2 HTR1E MADD MPP2 RING1 ZNF8 MYH7 PTPRU HMGA2 NCAPD3 PMS2P11 CCR9 GRM4 CHRM5 ZNF134 BNIP1 TMEM106A ZNF137P MAPK3 AAMP MVK UROD DPF2 HMGXB3 DRD1 CCL2 BCAT2 N4BP2L2 ATP12A VPS72 ADCYAP1 RABGGTA MYCL PDE6B LPAR4 TTC1 ELK4 APOC3 AANAT IGKV7-3 FUT2 SUPT4H1 BDH1 TAF1 HTT CSTF3 PTPN5 ASMT KRT31 CHMP1A DRG2 NDUFA1 KRT35 CENPI PLG ABRAXAS2 GH2 IKBKE IRF5 SDHC AVPR1B FABP3 FCGR2A SLC18A1 NFIC GCM_BAG5 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_BAG5 PRRC2C MAEA NAPG VPS52 UBQLN2 TAB2 BAG5 TMEM50B STARD7 FAM168B FBXO9 USP33 UBE2K HECTD1 ELP1 SPTLC1 ZNF644 MED23 G3BP2 FN3KRP XIAP C1orf43 YTHDF3 APMAP KLHDC2 GPR153 SACM1L RMDN3 SAP130 RAB14 JKAMP MPC1 KIAA1191 SETD3 DYNC1I2 ACTR10 GCM_BCL2L1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_BCL2L1 RTN4 TAF9B BOD1L1 BCL2L1 COMMD9 TMEM120A BRPF3 CHTOP PRKRA RABGEF1 PAFAH1B2 TNPO2 BAZ2A FOXO3 GTPBP1 ZNF529 ISCA1 NF2 RAN DFFA NUCKS1 CS WNK1 CSRNP2 MEPCE UBE2E3 AAAS PHF2 GSPT1 TRIM33 PRRC2B SELENOI KDM3B ASB3 RNF41 GCM_BECN1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_BECN1 PNMT TIMM17A ESD NUP188 HNRNPM AQP2 SRSF4 SLC2A4 DGCR6 SLC25A3 CMTR1 GSTZ1 TLK2 PSMD6 FANCC IDUA NQO2 RSU1 CCNI MPP2 UFD1 RING1 ZNF8 NDUFA12 PMS2P11 GRM4 RENBP MAPK3 AAMP MAPRE1 FUS USP7 BCLAF1 BCAT2 CHKB SKP1 ATP5MC1 DAZAP2 GCGR VPS72 RABGGTA ADRB3 TTC1 UBE2D3 PSMB6 UBAP2L NEFL ARHGDIA HTT CYTH2 UPF1 BECN1 SMG7 ATP5PB CHMP1A RNPS1 DRG2 PCK2 EIF4H TAX1BP1 IKBKE ARF1 FCGR2B SP2 PLK1 SDHC MIEF1 GPER1 GCM_ERBB2IP http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_ERBB2IP TMEM248 IMPAD1 EIF3J IL6ST CRP DICER1 TBC1D15 GOLGA7 AGPAT5 ZNF404 VPS13B CAB39 DLG1 FAM156A PRKAB2 TOR1AIP1 VPS41 GLTP AIDA BBS2 MAP4K4 WDR11 CEP350 NPTN AC118549.1 NEK9 ARL8B RAB10 ANKFY1 DYNC1I2 ICE1 ARFGAP1 KIAA1109 NAPG SNX5 FRYL OTUD6B RDX MTMR2 DDHD2 EFCAB14 MACF1 GORASP1 ARAP2 SEC22C TNKS FAM168B FBXW11 MTMR4 RNF14 FBXO45 RNF13 MFSD8 ATRN CASC4 EHBP1 SCRN3 PCNP OCIAD1 RASSF3 WSB1 ERBIN RAB22A AHCYL1 KIAA0355 GCM_GSTA4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_GSTA4 ZNF84 CDIPT RBFOX2 WBP2 RBM4B NISCH BRPF3 RBM8A FAM172A PGRMC2 DLG5 ATAT1 FOXO3 PHC1 IQCK EXOSC6 POGZ CSRNP2 IPO9 KIDINS220 AMER2 DCTN4 NCAM1 SLC35E2A PRRC2B RALGAPB KLHL11 USP22 VPS26B ZFAND5 PLPPR4 RALGPS1 ERBB4 CLEC16A BMPR2 TMEM237 ASTN2 TSPYL4 MTMR3 NGRN MSI1 TNPO2 DCX AFDN GTF3C4 BRD2 SLC8A2 GSTA4 PHF10 ABHD14A NSD2 C2CD5 UBE2E3 PPIG PKNOX1 DCAF7 PHF2 APPL2 MED13 WSB2 ZBTB5 HGS APBB3 MAP6 C11orf95 RERE CALM1 NFIB GCM_HDAC1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_HDAC1 HMGN1 LMNB2 TIMM17A PRKAG1 HNRNPD GPSM3 ESD HNRNPM CBFB AIP HNRNPL ANXA6 MEN1 NONO PFN1 PRMT1 SET DRAP1 SRSF9 SLC25A3 TCEA1 SCAF11 APEX1 SIGMAR1 ARHGEF1 ANP32B NASP ATP5PB NCL NDUFA12 SRSF3 SRSF2 EIF4B HDAC1 ILF2 PSME1 RPL21 DDB2 GCM_PSME1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PSME1 HMGN1 RPL17 RPL19 COPS5 SNRPD3 ATP5F1B CAPZA1 HNRNPD NAP1L1 SNRPD2 PTMA CBFB HNRNPM PNN ACTG1 PRMT1 PCBP1 HNRNPU SRSF9 SLC25A3 H2AZ1 RHOA RPL11 MSN EIF3F BRD8 KHDRBS1 RPL35A SNRPA1 IK POLG TMSB10 CLIC1 NCL NDUFA12 SRSF2 PSMA1 HNRNPA1 RPS19 PSME1 PSMA6 PSMA5 TIAL1 CFL1 ATP5F1C SNRPF ZNHIT3 POLR2G YWHAZ EEF1B2 NACA POLR2K HPRT1 ATP5MC3 RABGGTB SUMO2 PFN1 SET RPL7 RPL6 CLEC18C PSMB3 NPM1 TRA2B TCEA1 RPL10A APEX1 RPS24 ARHGDIB NASP CSNK2B ATP5PB SAP18 RPL27 RPS5 RPS8 RPS7 APRT SLBP HDAC1 ILF2 PPIA RPL21 DUT GCM_RAD21 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_RAD21 HMGN1 SRP14 BCLAF1 YWHAZ COPS5 NAP1L1 HCFC1 CTCF HNRNPM NONO SUMO2 SRSF4 SUMO1 RAD21 MAZ SET PCBP1 HTATSF1 HNRNPU TRA2B NAE1 TCEA1 TPR APEX1 KHDRBS1 TCP1 WAPL DDX5 NCL SRSF2 EIF4G2 HNRNPA1 ILF2 PSMD11 DYRK1A YWHAQ LRPPRC GCM_SIRT2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_SIRT2 RTN4 FAM219A DYNC1LI2 IL6ST PREX1 MRVI1 LANCL1 GABBR1 KCNJ10 TNS2 SEC14L2 MYO9A DDHD2 GOLGA7 PLEKHB1 EFCAB14 GORASP1 PITPNC1 SCD5 C1orf198 DYNC1H1 FBXW11 DDAH1 TMEM30A MTUS1 SCAMP5 KIF3B SNX27 METTL7A UBL3 SIRT2 GLTP AIDA MFN2 WSB1 MAP4K4 MYO10 PEAK1 ZNF710 MAPK8IP3 SELENOI PDE4DIP TNK2 ANKFY1 GCM_TINF2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_TINF2 MORF4L1 ABHD16A ZNF274 MAP11 SNX33 ANKRD10 BOD1L1 CRAMP1 COMMD9 METTL17 GFM2 DDX47 SIN3A DHX37 TBC1D14 RMND5B S100PBP ING1 TINF2 TEX261 BAHD1 DBNL TBC1D10B ANAPC5 NF2 TADA2B NSUN5P1 TBC1D22B TTC17 MMAB FBXL20 POLR2M PRDM4 DHX29 TMEM138 BABAM1 RPL7L1 PSME3 COQ10A DENND4A CNPPD1 GCM_ACTG1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_ACTG1 HMGN1 HNRNPK RPL17 SRP14 HMGN2 RPL19 ATP1B3 SNRPD3 SNRPD2 CBFB HNRNPM ACTG1 NONO CUL3 DHX38 HNRNPU SRSF9 H2AZ1 U2AF1 RPL11 EIF3F RPS27A SNRPA1 RPL35A EEF2 TMSB10 PPP1CC TATDN2 SRSF2 SUZ12 PSMA1 HNRNPA1 RPS19 PSMA5 TIAL1 ATP5F1C SNRPB SNRPA SNRPF SNRPE UBA52 ZNHIT3 DDX39B HMGB1 CNBP EEF1B2 PSMB4 RPL7 FRG1 RPL6 PSMB3 RPL9 NPM1 RPL3 TRA2B RPL10A RPL4 RPS23 RPS24 DHX9 TBCB SAP18 RPS6 EIF4H RPS8 FXR1 PPIA COX6A1 H3-3A RACK1 DUT UQCRC2 HSP90AB1 COPS5 ATP5F1B NAP1L1 PTMA RPS3 PRMT1 MAZ RPS3A PCBP1 RHOA SLC25A3 PSMD6 BRD8 KHDRBS1 IK HSP90AA1 UFD1 SLC25A6 CLIC1 NCL NDUFA12 EIF4G2 PSME1 UQCRH EIF4A1 CFL1 EEF1G USP7 POLR2G BCLAF1 YWHAZ NACA ATP5MC3 SUMO2 SET RPL32 APEX1 EBP TCP1 TRIM28 ATP5PB CSNK2B RPL27 RPL29 APRT ILF2 RPL21 YWHAQ HNRNPA2B1 SSR2 GCM_AIP http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_AIP BCAT2 POLR2K LMNB2 ZNF76 TIMM17A PRKAG1 AQP2 HNRNPL AIP NONO ARHGAP4 PDE6B PRMT1 UBE2D3 SLC29A2 DDX18 SMARCD2 DRAP1 SCAF11 NEFL FANCC TRIP13 SIGMAR1 ARHGEF1 SF1 TTF1 DRG2 WAS VAV1 PMS2P11 BLMH RENBP ILF2 HDAC1 PLK1 SMARCC1 ABCC1 DHPS MIEF1 GPER1 GCM_ANP32B http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_ANP32B HMGN1 HMGN2 NACA EEF1B2 HNRNPD NAP1L1 HPRT1 HNRNPL DRAP1 SRSF9 U2AF1 H2AZ1 SLC25A3 RPL11 KHDRBS1 EBP SNRPA1 ANP32B TRIM28 CSNK2B CLIC1 NCL MCM5 APRT FXR1 MCM6 EIF4B HNRNPA1 HDAC1 ILF2 PPIA SNRPB EEF1G SNRPA GAMT DUT GCM_APEX1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_APEX1 RPL18 HMGN1 RPL17 RPL19 RPL14 SNRPD3 HNRNPD CAPZA1 SNRPD2 CBFB HNRNPM PNN NONO ACTG1 SRSF4 RAD21 HNRNPU SRSF9 H2AZ1 EIF3F SNRPA1 POLG CDC123 EEF2 PPP1CC SRSF3 SRSF2 PSMA1 HNRNPA1 RPS19 PSMA5 TIAL1 ATP5F1C SNRPA SNRPF SNRPE DDX39B ZNHIT3 EEF1B2 LMNB2 PFN1 RPL7 RPL6 PSMB2 NPM1 TRA2B TAF9 RPL10A RPS23 RPS24 DHX9 RPS5 RPS8 RPS7 FXR1 EIF4B CCT7 CAPRIN1 CCT4 HDAC1 PPIA H3-3A RACK1 DUT COPS5 ATP5F1B ESD NAP1L1 PTMA PRMT1 MAZ PCBP1 PCBP2 SLC25A3 RHOA PSMD8 KHDRBS1 IK SLC25A6 CLIC1 MCM3 NCL NDUFA12 MCM6 BLMH PSME1 EIF4A1 CFL1 EEF1G DHPS POLR2G BCLAF1 YWHAZ NACA POLR2K HPRT1 SUMO2 SET APEX1 TCP1 GDI2 ERH NASP TRIM28 CSNK2B ATP5PB RPL27 PWP1 SLBP RPL29 ILF2 RPL21 YWHAQ GCM_AQP4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_AQP4 SRI DYNC1LI2 IMPA1 PREX1 ARNT2 LRIG1 AQP4 RDX GPM6B GPRC5B DAAM2 ARHGAP21 IL17D RNF141 AGT TTYH2 DNER ZNF404 TTYH1 QKI PDE8B NDRG2 SCD5 SLC4A4 CDC42EP4 C1orf198 SAMD4A DTNA FMNL2 CASC4 NLGN2 TRIL RAPH1 TACC1 EPB41L2 OGFRL1 BBS2 TMEM47 HIPK2 TMOD2 AHCYL1 PDE4DIP PSAT1 ANKFY1 LRP4 GCM_BMPR2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_BMPR2 RTN4 TMEM248 ZNF84 VPS52 WBP2 GOLGA7 DDX17 CHST10 RALGAPA1 DLG5 FBXO21 DYNC1H1 ASAP2 FOXO3 PHC1 NUP133 STMN3 IQCK EXOSC6 POGZ RAN CSRNP2 SPIRE1 HERC2 KIDINS220 MAGED4 PJA2 TRIM37 MAP4K4 RMDN3 CRKL KIF1B POGK IPO7 NAB1 RALGAPB CAND1 VPS26B DYNC1I2 FAM219A ZNF275 CLCN3 ZFAND3 CLEC16A CCDC92 BMPR2 ABI2 TSPYL4 SESN3 OAZ2 STX12 MACF1 NGRN PREPL APPBP2 FAM168B PHAX ACSL3 USP33 FBXW11 UBE2K MTMR4 TMEM30A GPR107 MFSD8 KIF3B PNMA8A GSTA4 SNX27 ADO NDFIP1 PHF10 TBCK NCKAP1 RABL2B GBA2 MYO10 PHF2 PPIG GSK3B WSB2 SELENOI NFIA RERE CALM1 GCM_CALM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CALM1 XPO6 BTRC VPS52 TTL DDX17 IDS FBXO21 ASAP2 DDAH1 FOXO3 SCAMP5 NUP133 STMN3 RAN KIF5C PDXP SPIRE1 ZER1 NCAM1 TRIM37 MAP4K4 VPS26B FAM219A CLCN3 PPME1 NAPG CCDC92 CLEC16A TAF9B BMPR2 ATP6V1B2 SESN3 CORO2B STX12 NGRN NAA30 CLASP2 TMEM30A UBE2K KIF3B NDFIP1 NCKAP1 PHF2 DUSP26 MAP6 RERE RTN4 ZNF84 NUAK1 CLIP3 MCF2L WBP2 ANKRD17 USP19 NISCH CHST10 RALGAPA1 SIK3 MRTFB DYNC1H1 POGZ EXOSC6 PRXL2A GPRASP2 CSRNP2 HERC2 KIDINS220 PJA2 RMDN3 KIF1B CRKL POGK RALGAPB TCHP CAND1 KDM3B DYNC1I2 ZNF275 APC2 LANCL1 ABI2 TSPYL4 MOAP1 PREPL APPBP2 TNPO2 FAM168B USP33 ACSL3 FBXW11 MTMR4 GPR107 EIF4ENIF1 PNMA8A GSTA4 SLC8A2 ADO SNX27 MAP1B ACTRT1 GBA2 YWHAG LARGE1 GSK3B WSB2 SELENOI MAPK8IP3 MAPK8IP1 RNF41 CALM1 GCM_CASP2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CASP2 STAT5B BOD1L1 CRAMP1 COMMD9 METTL17 DDX47 SIN3A DDX11 VRK3 DHX37 USP39 S100PBP CASP2 BAZ2A CCAR1 KMT2A TEFM MED17 CS SPPL2B MEPCE TBC1D22B FBXL20 THRAP3 RRP9 DENND4A COQ10A GCM_CBFB http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CBFB HMGN1 XPO1 COPS5 SNRPD3 ATP5F1B HNRNPD CAPZA1 ESD NAP1L1 CTCF HNRNPM CBFB HNRNPL ACAP2 NONO ACTG1 AC004151.1 DDX18 ATXN10 PCBP1 SRSF9 HNRNPU SLC25A3 EIF3F BRD8 KHDRBS1 RBBP4 ACADM POLG TP53 UBE2I MCM3 PPP1CC NCL NDUFA12 SRSF2 PSMA1 BLMH PSME1 PSMA6 PSMA5 SNRPA STMN1 SNRPF SNRPE ZNHIT3 POLR2G YWHAZ HPRT1 PFN1 SUMO2 SET TRA2B TCEA1 APEX1 TBCB DHX9 ERH NASP ATP5PB DDX5 SLBP PWP1 CAPRIN1 ILF2 HDAC1 PPIA YWHAQ SMC1A DUT GCM_CDH5 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CDH5 IFNA21 CD8B ITSN1 CDH5 ADCYAP1 FEV CHIC1 APOC3 AANAT CALCRL SUPT4H1 SLC30A3 GABRQ FANCC TAF1 MPP2 ERV3-1 CTLA4 ZNF8 PTPRU HMGA2 AGER NDUFA1 KRT32 SLC10A1 CCR9 GH2 COL14A1 PSG7 LYST AVPR1B SLC17A2 MVK SLC18A1 ZNRD1ASP CSN3 GCM_CHUK http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CHUK ABHD16A MORF4L1 GNA13 FOXN3 GPBP1 UBE2G1 TSNAX ASCC1 LEMD3 BOD1L1 ACOT8 EIF4EBP2 SIN3A IPO5 TBC1D14 UBR7 CAB39 CHUK CCAR1 SPTLC1 ANAPC5 TOR1AIP1 MRPS5 TBC1D22B SLTM DCLRE1C PCF11 KLHL18 PSME3 YME1L1 MOB4 SPDL1 ZNF274 OTUD6B TAF9B COMMD9 METTL17 CHD9 GFM2 DDX47 TMED5 PRPF8 MTPN C1orf52 SH2B1 MTMR7 ING1 RBM25 TEX261 MTMR4 STAMBP TBC1D10B NF2 MED17 TADA2B CS PCNP DENR NXF1 OCIAD1 FBXL20 PIP4P1 TMX3 PTCD3 TMEM167B POLDIP3 RPL7L1 SUMF2 DENND4A COQ10A ALKBH5 GCM_CRKL http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CRKL RTN4 ZNF84 ZFP14 XPO6 IL6ST TSNAX MARF1 ANKRD17 DDX17 GOLGA7 CHTOP GTF2A1 IPO5 RALGAPA1 SPRED2 DYNC1H1 C2CD3 FAN1 ZNF286A HMG20A SPIRE1 HERC2 UBE2H KLHL42 MAP4K4 RMDN3 CRKL IPO7 TANC2 NAB1 UBE2W C5orf51 KDM3B ARL8B ANKFY1 DYNC1I2 PACS2 BMPR2 ABI2 OAZ2 MTMR2 STX12 TRO PRPF8 NGRN NAA30 FAM168B TMEM30A TEX261 UBE2K MTMR4 GPR107 TSR1 ADO CS OCIAD1 WSB1 MYO10 POLDIP3 GSK3B SELENOI ALKBH5 REPIN1 CALM1 GCM_CSNK1A1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CSNK1A1 GNA13 OTUD4 ARFGAP1 EIF3J ARID4B SNRNP200 RSRC2 SENP6 TBC1D15 ANKRD17 CHTOP UBR7 PRPF8 C1orf52 LARS1 DHX15 LUC7L2 SEC22C RBM25 CSNK1A1 MED17 TOR1AIP1 EHBP1 PCNP FOXJ3 OCIAD1 HIPK1 DMTF1 ATP2C1 POLDIP3 TMEM167B SERBP1 FBXL5 YME1L1 ARL8B PPP1R15B GCM_CSNK1D http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CSNK1D PRRC2C TMEM248 ARFGAP1 IMPAD1 ZFAND3 CHMP4B VPS52 RNF216 UBQLN2 UBQLN1 TAB2 TBC1D15 EVI5 SRRM2 KANSL3 FAM168B TMEM30A GPR107 ZNF644 PHF10 YTHDF1 PIP4P1 GPR153 UPF3A PJA2 RMDN3 UBR5 SAP130 CSNK1D FBXL5 RAB10 ACTR10 GCM_CSNK2B http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_CSNK2B RPL18 RPL17 RPL19 RPL14 ATP1B3 SNRPD3 HNRNPD SNRPD2 HNRNPM HNRNPL NONO ACTG1 SRSF4 SRSF9 HNRNPU H2AZ1 RPL11 EIF3C EIF3F POLG EEF2 PPP1CC PSMA1 HNRNPA1 RPS16 ATP5F1C SNRPA DDX39B ZNHIT3 FUS LMNB2 PFN1 PSMB4 RPL7 RPL6 NPM1 PSMB2 RPL3 RPL4 EMD RPSA TBCB RPS5 EIF4H RPS8 RPS7 EIF4B PSMC3 PPIA RACK1 HSP90AB1 ATP5F1B PTMA BUD31 YBX1 PRMT1 PCBP1 PCBP2 RHOA SLC25A3 PSMD8 KHDRBS1 IK ANP32B SLC25A6 SF1 CLIC1 NCL NDUFA12 PSME1 CFL1 EEF1G DHPS UBB POLR2G YWHAZ NACA POLR2K ATP5MC3 SF3B2 SUMO2 SET RPL32 TCEA1 APEX1 NASP TRIM28 CSNK2B ATP5PB RAF1 RPL27 GPS2 PWP1 RPL29 ILF2 RPL23 PSMD11 RPL21 GCM_DDX11 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_DDX11 USP6 SEC24A GIGYF1 STAT5B COPS7A VPS53 RTBDN GFM2 SIN3A DDX11 ITIH1 DHX37 GGT7 RMND5B S100PBP KRT2 DNAJC4 KRT85 COL11A2 CASP2 TEX261 DBNL SCAMP2 SMG5 WDR5 TADA2B SPPL2B TUT1 GLYCTK PRKD2 MEF2D MKS1 SEMA4F AP2A1 URGCP THRAP3 COMMD2 RRP9 KPNA6 DENND4A COQ10A CNPPD1 ACAD11 ADD2 GCM_DDX5 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_DDX5 PTGES3 HMGN1 SRP14 SPG7 TIMM17A RBM3 HNRNPD ESD NAP1L1 CBFB HNRNPM PNN HNRNPL SSR1 NONO SRSF4 MAZ SRSF5 RAD21 DDX18 COPB1 PCBP1 HNRNPU SLC25A3 MSN PSMD6 USP14 KHDRBS1 ARHGEF7 SF1 NCL SRSF2 EIF4G2 HNRNPA1 DNTTIP2 MAPRE1 DDX39B ZNHIT3 FUS USP7 YWHAZ BCLAF1 RABGGTB SUMO2 SET RB1CC1 HTATSF1 TRA2B TAF9 TCEA1 HNRNPH1 DHX9 TCP1 NUP153 ATP5PB RAF1 AFF1 DDX5 COL16A1 EIF4H CAPRIN1 SMARCC1 DYRK1A YWHAQ HNRNPA2B1 GCM_DEAF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_DEAF1 DEAF1 FAM219A KIAA1109 NAPG DNAJB14 UBQLN2 UBQLN1 DDHD2 MOAP1 TRIM44 RAPGEF2 FAM168B FBXO9 USP33 FBXW11 TMEM30A UBE2K GPR107 FOXJ2 G3BP2 HERC2 GPR153 YWHAG TMEM184B RAB14 MAPK8IP3 DCUN1D4 GCM_DENR http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_DENR ABHD16A MORF4L1 CCZ1B GPBP1 BOD1L1 ERG28 DDX17 SIN3A ACOT8 IPO5 TBC1D14 UBR7 S100PBP SPG21 CHUK CCAR1 ANAPC5 TOR1AIP1 MBD3 MCM4 AAAS PSME3 CPSF4 CHFR ARFGAP1 COMMD9 GFM2 DDX47 PRPF8 C1orf52 GATAD2A MTMR7 TEX261 MTMR4 NF2 MED17 CS PCNP DENR TMEM39B ZNF317 POLDIP3 TMEM167B DDA1 SUMF2 DENND4A ACAD11 ALKBH5 REPIN1 GCM_DFFA http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_DFFA CEP76 BTRC SNRNP200 VPS52 HNRNPR LEMD3 ERG28 CNOT7 EPC2 BRPF3 CHTOP RBM8A TARDBP CLK4 RABGEF1 SLC25A29 DHX36 KAT7 NUP133 GTPBP1 ELP1 DFFA CIZ1 RAN ARID1A MEPCE OGFOD1 PA2G4 SLC25A33 ZNF384 YME1L1 ASB3 ZFAND5 TAF9B BCL2L1 COMMD9 ZNF512 EPM2AIP1 TCERG1 PRKRA NGRN C1orf52 NAA30 CTDNEP1 HECTD3 SCARB2 HNRNPH3 VEZF1 HECTD1 ZMYM2 ZNF529 KMT2A TBC1D10B RTCA CCDC82 CELF1 SMG1 SMAD2 WDR70 C2CD5 PHF2 ARMC8 RBPJ DMTF1 TOMM70 UBA2 FBXO30 ZBTB33 HNRNPU CRNKL1 ARID4B MARF1 NAA25 BOD1L1 USP19 ANKRD17 HEATR5B ARL5A RMND5A ACTR6 TRAPPC6B IPO5 UBR7 RALGAPA1 C2CD3 KHDC4 ISCA1 POGZ IPO9 KLHL42 LINC01278 RMDN3 UFSP2 NCOA5 KANK2 NAB1 PDCL PRRC2B KDM3B CAND1 KPNA3 DYNC1I2 SPAST ZFP62 REPS1 PPM1B ZNF655 PFAS TUBGCP3 MTMR1 FAM8A1 PRPF8 CSDE1 LARS1 EXOC5 FAM168B USP33 BAZ2A RBM25 MED17 CS MARCHF6 SMC3 ZBED1 NFYA RPL7L1 FBRSL1 MEX3C RBM17 GCM_DLG1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_DLG1 RTN4 IL6ST MARF1 TSNAX DNAJB14 KCNJ10 TNS2 ARHGAP21 ATP2B2 GOLGA7 PLEKHB1 IPO5 CERT1 BTBD3 SIK3 KLHL21 MRTFB CLDND1 RAPGEF2 HIGD1A DLG1 PRXL2A HERC4 ZER1 HERC2 PDP1 GLTP SUN2 AIDA MAP4K4 EPB41L3 NCS1 FAXDC2 NPTN ZNF710 ARL8B NAPEPLD ATG2B DYNC1I2 FAM219A TF KIAA1109 NAPG FRYL CCDC92 ABHD6 CAMK2G LANCL1 GPRC5B TAFA5 DDHD2 MOAP1 PTK2 EFCAB14 PRRG1 SH3GLB2 GORASP1 PREPL SAP30L FAM168B FBXO9 FBXW11 IQSEC1 MTMR4 RNF13 GPR107 STAMBP ZNF565 TBC1D10B CCDC25 PHLPP2 NIPA1 MAPK10 OCIAD1 ERBIN SLAIN1 SELENOI MAPK8IP3 PLEKHA1 GCM_DPF2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_DPF2 DPF2 BCAT2 COX10 PRKAG1 TIMM17A VPS72 ADCYAP1 TTC1 DGCR6 APOC3 SMARCD1 FUT2 SUPT4H1 ODF1 FANCC TAF1 CSTF3 MPP2 RFX5 ASMT TP53BP1 RING1 ZNF8 DRG2 HMGA2 PMS2P11 GRM4 BNIP1 SDHC TMEM106A AAMP ZNRD1ASP GCM_ERCC4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_ERCC4 IFNA21 CD8B CSPG4 KCNA6 FEV ADCYAP1 CHIC1 SLC2A4 SMARCD1 IGKV7-3 SLC30A3 ERCC4 FANCC TAF1 MPP2 ERV3-1 PTPRU HMGA2 NDUFA1 CCR9 NRF1 COL14A1 PSG7 LYST TMEM106A SLC17A2 SLC18A1 ZNRD1ASP CSN3 SLC14A2 GCM_FANCC http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_FANCC MICB PPP2R5A AQP7 AQP6 AQP2 HNRNPL AIP CHIC1 SLC16A1 DDX18 SLC2A4 SMARCD2 SMARCD1 TLK2 EBI3 KRT83 IDUA NQO2 MADD ERV3-1 ZNF8 MYH7 PMS2P11 CCR9 RENBP LYST TMEM106A MAPK3 MVK DRD1 CCL2 TFE3 VPS72 ADCYAP1 RABGGTA PDE6B ADRB3 TTC1 TCF20 SLC29A2 DRAP1 APOC3 AANAT GABRQ TEC TAF1 CSTF3 BECN1 RFX5 PTPN5 RNPS1 KRT35 VAV1 AGER KRT32 GH2 IKBKE NRF1 COL14A1 PLK1 SMARCC1 AVPR1B RIT1 MIEF1 HIVEP1 CLCN7 GPER1 IFNA21 CD8B COX10 PRKAG1 TIMM17A PEX5 GJA5 SIRPB1 FEV MAZ DGCR6 GSTZ1 REG1CP FANCC SIGMAR1 MPP2 RING1 SF1 TTF1 PRKCG HMGA2 WAS TAF11 GRM4 PSD ZNF134 BNIP1 PSG7 AAMP MAPRE1 NGFR DPF2 BCAT2 KRT6C TH GCGR CDH5 GPR3 SUPT4H1 FUT2 ODF1 ERCC4 NEFL TRIP13 LTK MAP1A CHMP1A DRG2 NDUFA1 CENPI PLG GLA FCGR2B SDHC SLC17A2 ABCC1 SLC18A1 FCGR2A CSN3 GCM_FANCL http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_FANCL KHDC4 ELP1 ZMYM2 ZFP14 CRNKL1 CCDC82 NAA25 ZNF655 ZNF512 FANCL ANKRD17 EPC2 CHTOP DMTF1 NCOA5 NAB1 LARS1 NAA30 USP37 LUC7L3 PATZ1 SS18L1 REPIN1 C2CD3 GCM_FCGR2B http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_FCGR2B CYP2F1 BCAT2 PNMT PRKAG1 AQP7 CXorf40A GCGR VPS72 SIRPB1 FEV RABGGTA PDE6B SLC2A4 DGCR6 GSTZ1 AANAT SCNN1G TLK2 SUPT4H1 NEFL EBI3 IDUA FANCC BECN1 MADD MPP2 PTPN5 ZNF8 DRG2 HMGA2 PMS2P11 GRM4 RENBP FCGR2B AVPR1B MAPK3 AAMP CSN3 GPER1 GCM_GSPT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_GSPT1 ABHD16A MAEA MAP11 XPO6 C16orf72 BTRC VPS52 VPS53 RBM6 AGAP4 FNTB EPC2 SIN3A CHTOP BRPF3 RBM8A TARDBP RABGEF1 LUC7L2 DHX36 FOXO3 SS18L1 NUP133 IQCK ZNF644 CIZ1 RAN WNK1 LIG3 SOCS4 MEPCE MARK4 DCTN4 TMEM106B AAAS PRDM4 TRIM33 ATP2C1 JKAMP ZNF384 ASB3 MFAP3 ATG2B VPS26B ARFGAP1 ZFAND5 NAPG ZNF133 CLEC16A OTUD6B TAF9B SETD1A COPZ1 BCL2L1 COMMD9 MYO9A ZNF512 EPM2AIP1 MICALL1 TMEM120A THTPA GORASP1 APOC4 NGRN PRKRA NAA30 HECTD3 HECTD1 ZNF529 OSBPL2 KMT2A B4GALT2 TBC1D10B WDR6 EHBP1 OCIAD1 C2CD5 UPF3A MSL1 UBE2E3 PPIG PHF2 SAP130 HGS DHX40 CPLANE1 AARS2 ZNF84 CRNKL1 GPBP1 NAA25 ANKRD10 BOD1L1 EDNRA XYLT2 C5orf24 IPO5 UBR7 RALGAPA1 PHC1 BRD9 KHDC4 FAN1 ISCA1 POGZ ANKRA2 PRXL2A ZNF286A CSRNP2 MRPS5 ERAL1 IPO9 VEZT KIDINS220 PJA2 LINC01278 RMDN3 UFSP2 ATG4B SLC35E2A NAB1 PRRC2B KLHL12 CAND1 KDM3B KLHL11 CNPPD1 KIAA1191 DYNC1I2 ING4 PREP SNX15 PPM1B METTL17 CHD9 SLC35B2 SH2B1 TNPO2 FAM168B USP33 BAZ2A MTMR7 TEX261 MTMR4 BAHD1 TSEN34 CFAP298 CENPO TMEM245 MFSD8 NF2 MED17 CS PHF10 TBCK TTC17 RABL2B ZBED1 COG5 GSPT1 BABAM1 NFYA AP2A1 RPL7L1 WSB2 SELENOI EVI5L APBB3 RNF41 GCM_HBP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_HBP1 MKRN1 COPS2 USPL1 ZBTB33 COPS6 SNRNP200 ARID4B EAPP HNRNPR SENP7 RANBP9 CUL5 RRN3 CHTOP TARDBP KANSL3 LAMTOR3 LUC7L2 DHX36 ZCCHC8 KHDC4 GTPBP1 ZNF644 OLA1 ARID1A IRF2BP2 FOXJ3 C1orf43 YTHDF3 KLHDC2 TARS1 PCF11 BTF3L4 JKAMP MRPL45 ZFAND5 RNASEK MTDH PPM1B COMMD9 SF3B4 RAB9A TAB2 TCERG1 MAP3K2 PRPF8 C1orf52 PRKRA NAA30 PPIL4 HBP1 HNRNPH3 RBM25 HECTD1 ZC3H14 PHACTR4 MED17 MFSD14A PCNP MARCHF7 PIP4P1 TBC1D23 SAP130 ZNF212 SLAIN2 FNBP4 RPL7L1 USP47 SCAF8 ACTR10 GCM_HMGA2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_HMGA2 MICB CSPG4 L1CAM AQP7 ITSN1 GHRHR CHIC1 SLC2A4 GRIN2C SMARCD1 EBI3 KRT83 HTR1E TUB MADD ERV3-1 ZNF8 MYH7 PTPRU PMS2P11 CCR9 RENBP SSTR3 TMEM106A LYST MVK CLCN1 DRD1 CCL2 ZNF132 ADORA2A KCNA6 VPS72 ADCYAP1 NR2C1 RABGGTA PDE6B ELK4 APOC3 AANAT SLC30A3 GABRQ TEC TAF1 PTPN5 KRT31 VAV1 AGER KRT35 KRT32 GH2 IKBKE NRF1 GCM1 COL14A1 PLK1 AVPR1B POP1 FABP3 CHRNE IFNA21 MYBPC2 PNMT CD8B COX10 PRKAG1 GJA5 CDSN SIRPB1 FEV DGCR6 GSTZ1 FANCC MPP2 MMP19 RING1 PRKCG HMGA2 WAS GRM4 CHRM5 BNIP1 PSG7 SERPINB4 NGFR UROD ZNRD1ASP TMEM94 DPF2 BCAT2 CYP2F1 FHL3 TRIM15 CDH5 GPR3 MYCL STAT4 IGKV7-3 ODF1 SCNN1G FUT2 SUPT4H1 ERCC4 BDH1 NEFL TRIP13 ASMT CTLA4 DRG2 NDUFA1 CENPI LEP IRF5 GCK FCGR2B SLC17A2 ABCC1 FCGR2A SLC18A1 HTR2C CSN3 SLC14A2 CSN2 GCM_IL6ST http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_IL6ST RTN4 DYNC1LI2 IL6ST ATMIN PREX1 TSNAX KCNJ10 TNS2 GLT8D1 ATP2B2 GOLGA7 CHST10 IPO5 SPRED2 CLDND1 C1orf198 DLG1 GLTP TACC1 AIDA PJA2 MAP4K4 CRKL ARL8B ANKFY1 PACS2 FAM219A NAPG LANCL1 RDX MYO9A DDHD2 GFM2 EFCAB14 TMED5 MTCH2 GORASP1 SH2B1 PHAX FBXW11 TEX261 MTMR4 TMEM30A XPOT KIF3B CCDC25 TBC1D10B CASC4 SIRT2 WSB1 MYO10 ERBIN RAB22A SELENOI ACAD11 GCM_ING1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_ING1 ABHD16A MAP11 VPS53 BOD1L1 SIN3A EIF4EBP2 DHX37 PYM1 RMND5B S100PBP CHUK DBNL SCAMP2 ANAPC5 MRPS5 NSUN5P1 MBD3 TUT1 PRKD2 DPH7 KLHL18 PRDM4 TMEM138 CNOT11 URGCP RRP9 SURF2 PSME3 CNPPD1 DCUN1D3 SNX33 THAP4 COMMD9 METTL17 TMEM120A GFM2 DDX47 VRK3 GGT7 SAFB C1orf52 TINF2 ING1 TEX261 MTMR4 DHRS11 CFAP298 BAHD1 RABIF TBC1D10B NF2 TAOK2 SMG5 TADA2B CS SUV39H1 FBXL20 MMAB POLR2M PEX11B TMX3 BABAM1 AP2A1 SUMF2 COQ10A DENND4A TRAFD1 GCM_LTK http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_LTK MICB KRT6C TH FES SIRPB1 RABGGTA AQP2 GPR3 NR1H2 ADRB3 UBE2D3 SLC2A4 DGCR6 AANAT BCL3 HSD17B3 ODF1 HSF4 PLCB2 NKX2-5 NEFL FANCC IDUA MLN HTT LTK MADD MPP2 PTPN5 RING1 ZNF8 DRG2 WAS KRT35 ATM KRT32 PMS2P11 CCR9 GRM4 RENBP PSG7 PLK1 AMFR CSN3 ADD1 GPER1 GCM_MAP1B http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_MAP1B ZNF84 CELF3 ZFP14 NUAK1 BTRC GABBR2 RBFOX2 TTL DIRAS1 SMAP1 NISCH RALGAPA1 SIK3 ASAP2 RAN KIF5C PDXP CSRNP2 SPIRE1 HERC2 KIDINS220 AMER2 KLHL42 ELMO2 NCAM1 TRIM37 SPAG9 KIF1B NAB1 CAND1 USP22 PEG3 FAM219A CCDC92 BEX2 TMEM237 RABGAP1L ABI2 ARPP19 NPTX1 FAM8A1 CEP170 NGRN NAA30 PREPL APPBP2 CLASP2 SCARB2 FBXW11 ACSL3 EIF4ENIF1 PHYHIPL PTPRD PNMA8A ADO NLK MAP1B PHF2 DUSP26 ULK2 GSK3B WSB2 CDC42BPA MAPK8IP2 CALM1 GCM_MAP4K4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_MAP4K4 DYNC1LI2 DZIP3 IL6ST BTRC ATMIN ARNT2 VPS52 DNAJB14 TTL DDX17 RNF141 GAB2 PITPNC1 SCD5 FBXO21 C1orf198 MTUS1 SCAMP5 TNIK RAN SPIRE1 GLTP AIDA TRIM37 MAP4K4 SPAG9 PEAK1 CEP350 TANC2 NPTN PDE4DIP ARL8B DCUN1D4 ANKFY1 FAM219A PACS2 KIAA1109 CLCN3 ZFAND3 NAPG CCDC92 CLEC16A BMPR2 MYO9A TJAP1 SESN3 TAFA5 OAZ2 IL17D PTK2 STX12 MACF1 ZEB2 GORASP1 TTYH2 NGRN NAA30 TNKS SAP30L CLASP2 PHAX TMEM30A UBE2K RNF13 TBC1D10B CASC4 OCIAD1 MYO10 PPIG ULK2 SLAIN1 TMOD2 NACC1 AHCYL1 PDZD2 RTN4 ZNF84 ZFP14 LRRC8A PREX1 MARF1 TSNAX CLIP3 TNS2 WBP2 ARHGAP21 POMT2 ANKRD17 GOLGA7 PLEKHB1 CHST10 IPO5 ZNF404 RALGAPA1 SIK3 CLDND1 DYNC1H1 AGPAT4 C2CD3 DLG1 FMNL2 ANKS1B FAN1 POGZ UBE2H HERC2 KIDINS220 GZF1 EPB41L2 BBS2 RMDN3 KIF1B CRKL HIPK1 IPO7 HIPK2 ZNF710 KDM3B SLC18B1 DYNC1I2 CCDC88A ZNF275 APC2 FRYL ABHD6 LANCL1 ABI2 RDX GPM6B GPRC5B TSPYL4 MTMR2 DDHD2 SH3GLB1 PREPL APPBP2 SH2B1 FAM168B FBXW11 MTMR4 DTNA GPR107 EIF4ENIF1 MFSD8 PTPRD ZNF565 SNX27 ADO FADS1 PHLPP2 ATRN HMBOX1 PHF10 TBCK UBL3 RAPH1 SIRT2 RABL2B RASSF3 WSB1 ACTRT1 GBA2 YWHAG ERBIN WSB2 RAB22A MAPK8IP3 SELENOI USP46 PSAT1 LRP4 CALM1 GCM_MAPK10 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_MAPK10 DYNC1LI2 TOLLIP LMO3 ARNT2 GABBR1 KCNJ10 CLIP3 CBX7 MBP ARHGAP21 EFHD1 SLC1A3 PLEKHB1 KCNQ3 RNF141 IDS BTBD3 DNAJC6 SIK3 RAB6B SCD5 MRTFB CLDND1 FGF1 NSF DLG1 SCAMP5 ANKS1B NMNAT2 FAM171B PDXK SCN2B DCLK1 PCDH7 TACC1 BBS2 EPB41L3 NCS1 HIPK2 VSNL1 NRSN1 FAM219A SNAP91 ALDOC CAMK2G CTNND2 LANCL1 GPM6B GPRC5B APLP1 TAFA5 DDHD2 IL17D FAM107A PRRG1 TTYH2 TEF PREPL NDRG2 CAMK2A FBXW11 IQSEC1 DTNA CNKSR2 DNM3 PLP1 SYT11 PHLPP2 NFASC NDFIP2 NIPA1 ATP1A2 MAPK10 SERPINI1 CAMK2N1 ACTRT1 SLAIN1 TMOD2 AHCYL1 LRP4 PLEKHA1 FEZ1 GCM_MAX http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_MAX COPS2 USPL1 MEMO1 EAPP LEMD3 HNRNPR BANF1 MYCBP2 LSM14A MAX TCERG1 MTPN TARDBP CLK4 CSDE1 STAG2 RBM25 PRPF40A CCAR1 SMG1 FAM76B SMAD2 MARCHF7 PCF11 DCUN1D1 CRBN ABT1 LARP7 NOL11 RNF138 CCDC117 GCM_MLL http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_MLL ABHD16A MORF4L1 MAEA MAP11 C16orf72 ASCC1 VPS53 HNRNPR LEMD3 ERG28 CNOT6 FNTB EPC2 CUL5 IDH3G SIN3A CHTOP INTS5 RBM8A TIA1 TARDBP ZMIZ1 PGRMC2 CLK4 RABGEF1 SLC25A29 DHX36 FOXO3 KAT6B NUP133 IQCK ZNF644 DFFA MEPCE TBC1D22B PCF11 TMEM106B AAAS PRDM4 JKAMP ZNF384 LUC7L3 ASB3 ATG2B VPS26B ZFAND5 PACS2 CLEC16A OTUD6B TAF9B COMMD9 CRAMP1 ZNF512 CHAMP1 EPM2AIP1 GFM2 DDX47 MTPN PRKRA C1orf52 HNRNPH3 ZNF529 KMT2A TEFM TBC1D10B SMAD7 CELF1 THUMPD1 SMG1 NXF1 WDR70 OCIAD1 FBXL20 C2CD5 UPF3A RNF8 MSL1 PHF2 PPIG ZNF212 SAP130 PTCD3 CREBRF HGS COQ10A AARS2 ZNF84 ZNF292 GPBP1 NAA25 ANKRD10 FAM214A BOD1L1 SENP7 RBM4B USP19 UBR7 ANKRD12 IPO5 TRAPPC6B CASP2 BRD9 KHDC4 ZBTB22 FAN1 TUBGCP4 ISCA1 ANKRA2 POGZ SPECC1L ZNF286A CSRNP2 NSUN5P1 IPO9 UBE2N TUT1 LINC01278 ATG4B NCOA5 SLC35E2A SLC41A3 PRRC2B C5orf51 KDM3B KLHL11 CNPPD1 PATL1 DYNC1I2 MOB4 ING4 ZNF274 BPTF USP9X U2SURP METTL17 SUFU CHD9 MTMR3 WDR19 NUMA1 SAFB PRPF8 PAFAH1B2 SH2B1 EXOC5 FAM168B TNPO2 TNPO1 MTMR7 USP33 BAZ2A MTMR4 TEX261 RBM25 BAHD1 TMEM245 TTC14 NF2 MED17 CREB1 CS MICU1 TBCK MARCHF7 TTC17 RABL2B ZBED1 PKNOX1 GSPT1 NFYA RPL7L1 DENND4A APBB3 ACTR10 GCM_MSN http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_MSN PTGES3 HMGN1 YWHAZ EEF1B2 GPSM3 HNRNPD HNRNPL ARHGAP4 PFN1 SET DRAP1 PCBP1 RHOA TAF9 MSN TRAM1 SPN ARHGDIB DHX9 ARHGEF1 SF1 VAMP7 DDX5 SRSF2 PSME1 SMARCC1 ABCC1 MAPRE1 GCM_MYCL1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_MYCL1 HMGXB3 CCL2 BCAT2 AQP7 ADCYAP1 MYCL APOC3 FUT2 EBI3 KRT83 MPP2 ASMT ZNF8 DRG2 HMGA2 NDUFA1 KRT35 IKBKE GRM4 BNIP1 IRF5 TMEM106A AVPR1B MVK UROD GCM_MYST2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_MYST2 CDIPT SNRNP200 HNRNPR SYNCRIP LEMD3 ERG28 PAN2 CNOT7 RBFOX2 ACBD6 KMT2E EPC2 IDH3G CHTOP BRPF3 RBM8A TARDBP ZMIZ1 PGRMC2 RABGEF1 SLC25A29 DHX36 PATZ1 BSDC1 PTBP2 KAT7 FOXO3 SS18L1 KAT6B NUP133 ELP1 GTPBP1 NUDT4 DFFA STRN4 HMG20A ARID1A DCTN4 NCAM1 SPAG9 JKAMP ZNF384 TADA1 LUC7L3 MFAP3 VPS26B ARL6IP1 ZFAND5 ZFAND3 LMNB1 TMEM237 RABGAP1L COMMD9 EPM2AIP1 QSER1 CEP170 NGRN PRKRA NAA30 HECTD3 FBXO3 SCARB2 VEZF1 HNRNPH3 UBE2K TENT4A ZMYM2 ZNF529 PHACTR4 CCDC82 CELF1 PAIP1 SMAD5 FN3KRP NSD2 C2CD5 UBE2E3 DCAF7 PPIG PHF2 SAP130 TOMM70 DMTF1 FBXO30 PARP6 DHX40 C11orf95 AHDC1 ZNF84 ZBTB33 ZFP14 CRNKL1 NAA25 HSBP1 GATC RBM4B ANKRD17 USP19 UBR7 TRAPPC6B RALGAPA1 ARL5B PHC1 ISCA1 POGZ ADNP CSRNP2 IPO9 FOXJ3 KIDINS220 KLHL42 POM121C SYNC UBE2N RMDN3 PPM1D PPM1E HIPK1 IPO7 NCOA5 NAB1 PRRC2B KDM3B KLHL11 CAND1 USP22 KPNA3 SPAST DYNC1I2 ZNF273 UBE3A REPS1 TRIM13 WBP11 ZNF655 SF3B4 CHD9 MTMR3 FAM8A1 ZSCAN21 CSDE1 USP37 PAFAH1B2 EXOC5 FAM168B USP33 ACSL3 TNPO1 RBM25 GTF3C4 EIF4ENIF1 ZNF566 BRD2 MED17 CEBPG PHF10 ILF3 SPATA5L1 MARCHF6 SMC3 RABL2B PKNOX1 MED13 NFYA GSK3B RPL7L1 ZBTB5 ZNF462 MEX3C FBRSL1 REPIN1 SETD5 GCM_NCAM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_NCAM1 ALS2 BTRC RBFOX2 EPC2 TRAK2 BRPF3 CHTOP RBM8A PGRMC2 RABGEF1 BSDC1 PTBP2 KAT7 ASAP2 FOXO3 SS18L1 KAT6B ELP1 IQCK NUDT4 RAN IGDCC4 KIF5C MECP2 HMG20A SPIRE1 AMER2 DCTN4 NCAM1 SPAG9 CADM1 VPS26B KMT5B ZFAND5 CLCN3 ERBB4 TMEM237 BEX2 RABGAP1L DENND2A SESN3 CORO2B QSER1 CEP170 NGRN NAA30 SCARB2 FBXO3 CLASP2 PHYHIPL ZMYM2 ZNF529 SMAD7 CCDC82 PAIP1 CELF1 ABHD14A TEAD1 NSD2 REEP1 CRYBG3 C2CD5 UBE2E3 PHF2 DCAF7 DMTF1 FBXO30 PARP6 C11orf95 AHDC1 ZNF84 ZNF536 ZFP14 CRNKL1 NUAK1 GABBR2 RBM4B ANKRD17 USP19 SMAP1 NISCH RALGAPA1 PHC1 CSRNP2 IPO9 UBE2H KIDINS220 KLHL42 SYNC UBE2N KIF1B PPM1E IPO7 NAB1 CAND1 USP22 SPAST PEG3 REPS1 UBE3A TSPYL4 CIPC SUFU MTMR3 NPTX1 FAM8A1 MTMR9 EXOC5 PAFAH1B2 ACSL3 RASA4 EIF4ENIF1 ZNF566 PNMA8A GSTA4 ADO NLK MAP1B MARCHF6 PKNOX1 NFYA GSK3B WSB2 ZBTB5 ZNF462 NFIB CALM1 GCM_NF2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_NF2 MAP11 C16orf72 ASCC1 VPS52 VPS53 HNRNPR LEMD3 ERG28 SIDT2 CIAPIN1 MRI1 ATP2B2 RTBDN DDX17 SIN3A ASB7 INTS5 CHTOP H2AZ2 DHX37 LUC7L2 RAPGEF1 FOXO3 DBNL ANAPC5 ZNF644 RAN CIZ1 STRN4 LIG3 FAM104B MEPCE OGFOD1 MKS1 AAAS PRDM4 TMEM138 JKAMP RAB14 YME1L1 ATG2B RALGPS1 ZNF133 TAF9B BCL2L1 CRAMP1 MYO9A ZNF512 RIPOR1 VRK3 GORASP1 C1orf52 NAA30 FBXO9 PHAX UBE2K DHRS11 OSBPL2 ZNF529 KMT2A KLF12 TADA2B EHBP1 WDR70 OCIAD1 C2CD5 UPF3A MSL1 SAP130 PTCD3 TMEM167B HGS MAP6 DHX40 ACAD11 RTN4 ZNF292 COPS6 TSNAX ANKRD10 ZNF12 BOD1L1 SLC38A7 WBP2 EDNRA USP19 GOLGA7 UBR7 BRD9 WDR33 FAN1 ZDHHC4 ISCA1 POGZ EXOSC6 SPECC1L PRXL2A GMEB2 SNAPC3 CSRNP2 VEZT MBD3 PJA2 RIPK1 ASH1L CAND1 DYNC1I2 PREP ZNF275 ZNF559 METTL17 TP73-AS1 MRPL10 WDR19 NUMA1 DHCR7 HAAO USP33 BAZ2A MTMR7 MTMR4 AFDN CFAP298 MFSD8 NUCKS1 CS PHF10 TBCK MRPL30 ANKRD40 TTC17 AAR2 APMAP COG5 AP2A1 POLDIP3 RPL7L1 SELENOI MCRIP1 IFT52 NCLN MORF4L1 ABHD16A IMPAD1 XPO6 AMMECR1L SNRNP200 UBQLN4 ZXDB RNF216 EMC8 AGAP4 GLT8D1 FNTB TBC1D15 IDH3G EIF4EBP2 TBC1D14 RABGEF1 SAMD4B NUP133 SCAMP2 SPTLC1 IQCK RPS6KC1 ZER1 TBC1D22B TMEM106B ASB3 VPS26B DCUN1D3 ASB6 ARFGAP1 ZFAND5 PACS2 NAPG SNX33 CLEC16A OTUD6B TMEM199 SETD1A LRIG2 COMMD9 CHAMP1 TMEM120A GFM2 KIAA2013 DDX47 MTCH2 MTPN GGT7 PRKRA TRAF7 HECTD1 B4GALT2 RABIF TBC1D10B SMG5 WDR6 GATD3A SUV39H1 FN3KRP MTRF1L DENR MMAB FBXL20 PPIG VCP COQ10A RSC1A1 AARS2 ZNF84 GPBP1 MRVI1 EPS15L1 TNS2 GTF2A1 IPO5 RANBP6 RMND5B TM9SF3 CHUK TOX4 NPFF TUBGCP4 ANKRA2 MRPS5 PIP4K2B NSUN5P1 PIGS ERAL1 FOXJ3 ZFR UBE2N MFN2 TUT1 LINC01278 RMDN3 KLHL18 KLHL17 ATG4B SLC35E2A URGCP PRRC2B KLHL12 C5orf51 KPNA6 ZNF710 PSME3 KDM3B KLHL11 CNPPD1 PATL1 KIAA1191 MOB4 SNX15 U2SURP TSPYL4 RETREG2 ADPRHL2 CHD9 SLC35B2 SAFB PRPF8 SEC22C SH2B1 APPBP2 FAM168B TNPO2 TNPO1 TINF2 ING1 TEX261 SCG2 TSEN34 BAHD1 STAMBP CENPO TMEM245 NF2 MED17 PIP4P1 ATXN7L3 RABL2B POLR2M WSB1 ZBED1 PEX11B GSPT1 BABAM1 WSB2 SUMF2 TRPC4AP MAPK8IP3 DENND4A EVI5L MAPK8IP1 ALKBH5 RNF41 ACTR10 GCM_NPM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_NPM1 RPL18 RPL17 RPL36A RPL19 RPL14 SNRPD3 SNRPD2 HNRNPM PNN NONO ACTG1 HNRNPU SRSF9 TPT1 H2AZ1 RPL11 RPS27A EIF3F RPL35A SNRPA1 POLG EEF2 PPP1CC PSMA2 PSMA1 RPS18 HNRNPA1 RPS19 RPS16 PSMA5 RPS14 TIAL1 RPS11 SNRPF SNRPE UBA52 ZNHIT3 EEF1B2 RABGGTB PSMB4 RPS28 RPL7 RPL6 RPL9 NPM1 RPL3 TAF9 RPL4 RPL10A RPL7A RPS23 HNRNPH1 RPS24 TBCB RPSA RPS9 SAP18 RPS6 COL16A1 UBE2L3 RPS5 RPS8 RPS7 FXR1 EIF4B PPIA H3-3A RACK1 DUT HSP90AB1 ATP5F1B HINT1 NAP1L1 ESD RPS2 PTMA RPS3 PRMT1 RPS3A SLC25A3 KHDRBS1 IK SLC25A6 CLIC1 NCL NDUFA12 PSME1 UQCRH EEF1G POLR2G NACA RPL35 RPL27A ATP5MC3 SUMO2 SET RPL32 CLEC18C RPL31 RPL34 APEX1 TCP1 NASP TRIM28 ATP5PB CSNK2B RPL27 RPL28 APRT RPL29 PWP1 ILF2 RPL23 RPL13A RPL21 GCM_NUMA1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_NUMA1 MORF4L1 ABHD16A MAP11 SNRNP200 LEMD3 SIN3A WDR73 ASB7 DHX36 SAMD4B SPTLC1 POGZ ANKRA2 CIZ1 LINC01278 PRDM4 PRRC2B KDM3B VPS26B MOB4 TAF9B CRAMP1 COMMD9 METTL17 ZNF512 CHD9 NUMA1 GORASP1 SAFB PRPF8 C1orf52 SEC22C SH2B1 TNPO2 BAZ2A MTMR7 TEX261 MTMR4 CFAP298 BAHD1 TMEM245 KMT2A NF2 TBC1D10B NUCKS1 MED17 WDR6 THUMPD1 TTC17 UPF3A MSL1 SAP130 RPL7L1 COQ10A RSC1A1 RNF41 GCM_PFN1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PFN1 RPL19 RPL14 ATP5F1B SNRPD3 HNRNPD SNRPD2 PTMA CBFB HNRNPM HNRNPL NONO PRMT1 SRSF9 RHOA SLC25A3 H2AZ1 MSN PPP4C PSMD8 ARHGEF1 CLIC1 NCL NDUFA12 MCM6 RPS19 PSME1 EIF4A1 CFL1 ATP5F1C SNRPA GPSM3 PFN1 OAZ1 SET DRAP1 PSMB2 APEX1 ARHGDIB RPS24 HCLS1 CSNK2B RPL27 RPS5 RPS8 APRT RPL29 RPS7 ILF2 HDAC1 PPIA RPL21 GCM_PPM1D http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PPM1D LMNB1 NAA25 WBP11 RBM4B ANKRD50 CEP170 USP37 PTBP2 EXOC5 VEZF1 KAT7 KAT6B ZNF566 NUDT4 CELF1 ZHX1 ESRRG SMC3 SYNC PPM1D PPM1E TOMM70 PARP6 C11orf95 SPAST KMT5B GCM_PPP1CC http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PPP1CC HMGN1 ATP5F1B SNRPD3 HNRNPD CAPZA1 VBP1 NAP1L1 CBFB HNRNPM ACTG1 NONO PRMT1 SRSF4 HNRNPU SRSF9 SLC25A3 RPP30 TPR EIF3F BRD8 KHDRBS1 IK POLG EEF2 PPP1CC NCL NDUFA12 EIF4G2 PSMA1 PSMA5 CFL1 SNRPA ZNHIT3 NACA SUMO2 SET NPM1 TRA2B NAE1 TCEA1 APEX1 TBCB TCP1 ERH NASP ATP5PB CSNK2B PWP1 CCT7 CCT4 ILF2 PPP1R8 PPIA YWHAQ ATP5F1A DUT GCM_PRKAG1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PRKAG1 PNMT PRKAG1 TIMM17A AIP FEV DGCR6 SMARCD1 GSTZ1 TLK2 EBI3 FANCC MADD MPP2 RING1 TTF1 ZNF8 PRKCG HMGA2 WAS PMS2P11 TAF11 CCR9 GRM4 RENBP ZNF134 PSG7 LYST TMEM106A MAPK3 DHPS DPF2 BCAT2 ZNF76 VPS72 PDE6B AANAT ODF1 FUT2 NEFL TRIP13 TAF1 DRG2 CENPI KRT32 HDAC1 FCGR2B PLK1 ABCC1 CSN3 GPER1 GCM_PRKCG http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PRKCG CHERP MYBPC2 TLN2 PRKAG1 EFNA3 L1CAM SIRPB1 FEV AQP2 SLC2A4 DGCR6 SMARCD1 GSTZ1 PAK1 FANCC MPP2 MADD ERV3-1 RING1 TTF1 PRKCG HMGA2 WAS PMS2P11 CCR9 GRM4 RENBP PSG7 TMEM106A LYST DHPS CLCN1 DRD1 ALPI CYP2F1 BCAT2 KRT6C TH TFE3 ELK1 GCGR VPS72 RABGGTA ADRB3 PDE6B AANAT ODF1 SCNN1G NEFL TRIP13 MAP1A DRG2 KRT32 COL14A1 PLK1 AVPR1B MIEF1 HIVEP1 ABCC1 CLCN7 GPR31 CSN3 GPER1 GCM_PTK2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PTK2 DYNC1LI2 SHTN1 DZIP3 BTRC DNAJB14 VPS52 TTL DIRAS1 BTBD3 RABGEF1 DNAJC6 C1orf198 FBXO21 RAN KIF5C SPIRE1 ZER1 GLTP TRIM37 MAP4K4 MGAT3 TMEM184B BACE1 NPTN DCUN1D4 FAM219A KIAA1109 CLCN3 NAPG CCDC92 TJAP1 TAFA5 SESN3 PTK2 NDRG3 ZEB2 GORASP1 TTYH2 NGRN NAA30 SAP30L CLASP2 TMEM30A RNF13 CNKSR2 PHYHIPL CCDC82 DOCK9 NIPA1 OCIAD1 TULP4 MYO10 PPIG RABEP1 ULK2 PKP4 SLAIN1 TMOD2 AHCYL1 YIPF5 PLEKHA1 RTN4 ZNF536 ZNF84 ZFP14 TSNAX MARF1 TNS2 WBP2 ARHGAP21 POMT2 ANKRD17 GOLGA7 PLEKHB1 TRIM8 RALGAPA1 KLHL21 SIK3 CLDND1 AGPAT4 DLG1 NOL6 ANKS1B FMNL2 PRXL2A HERC4 UBE2H HERC2 KIDINS220 PDP1 ARHGAP26 GZF1 BBS2 EPB41L3 UFSP2 KIF1B NCS1 FAXDC2 ZNF710 DYNC1I2 CCDC88A PEG3 MEGF9 FRYL ABHD6 CAMK2G LANCL1 ABI2 ARPP19 CIPC GPRC5B MTMR2 DDHD2 MOAP1 FAM8A1 PREPL APPBP2 FAM168B FBXW11 USP33 USP32 GPR107 STAMBP EIF4ENIF1 PTPRD ZNF565 SNX27 FADS1 NLK ATRN PHLPP2 RAPH1 FNIP2 RABL2B WSB1 RASSF3 ACTRT1 GBA2 YWHAG TEX2 LARGE1 WSB2 MAPK8IP2 MAPK8IP3 TP53INP2 GCM_PTPRD http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PTPRD ZNF536 ZFP14 BTRC MARF1 DNAJB14 TTL ACER3 POMT2 ANKRD17 TRIM8 RALGAPA1 SIK3 ANKS1B SPIRE1 HERC2 UBE2H GZF1 MAP4K4 KIF1B BACE1 PEG3 CCDC88A FAM219A KIAA1109 MEGF9 FRYL ABHD6 LANCL1 ABI2 ARPP19 CIPC GPRC5B TAFA5 PTK2 MOAP1 NDRG3 ZEB2 TTYH2 NAA30 PREPL CLASP2 SCARB2 FBXW11 PHYHIPL PTPRD ZNF565 FADS1 NLK MAP1B DOCK9 NIPA1 RASSF3 ACTRT1 RABEP1 ULK2 SLAIN1 PKP4 PLEKHA1 GCM_PTPRU http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_PTPRU IFNA21 CD8B CSPG4 ITSN1 GHRHR FEV CHIC1 SMARCD1 AC021066.1 KRT83 PRKCA MPP2 ERV3-1 KRT12 ZNF8 MYH7 PTPRU HMGA2 CCR9 CHRM5 SSTR3 BNIP1 TMEM106A MVK ZNRD1ASP FHL3 KCNA6 CDH5 VPS72 ADCYAP1 STAT4 ELK4 APOC3 AANAT SUPT4H1 FUT2 SLC30A3 ERCC4 GABRQ TEC TAF1 NDUFA1 KRT35 GH2 COL14A1 GCK AVPR1B SLC17A2 POP1 FABP3 FCGR2A SLC18A1 CHRNE CSN3 SLC14A2 GCM_RAB10 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_RAB10 CTTNBP2NL TMEM248 IMPAD1 EIF3J MAEA PITPNB SNRNP200 VPS52 RNASEH1 UBQLN2 UBQLN1 AGAP4 STARD7 SRRM2 ZNF302 KANSL3 LUC7L2 RALA ZNF444 VPS13B CAB39 FBXO21 ASAP2 FAM156A NUP133 ELP1 SPTLC1 GTPBP3 ZNF644 ZNF507 PRKAB2 SPIRE1 SOCS4 YTHDF1 DCTN4 YTHDF3 GAPVD1 CEP350 SERBP1 JKAMP RAB14 FBXL5 NEK9 AC118549.1 MFAP3 RAB10 DCUN1D4 ANKFY1 ARFGAP1 FAM219A CLCN3 ZFAND3 SNX5 ZNF133 HSD17B12 TAB2 ZNF512 SESN3 MACF1 GORASP1 NAA30 CACTIN RNF14 UBE2K TMEM30A FBXO45 HECTD1 RNF13 XPOT ZC3H14 OSBPL2 KLF7 NDFIP1 CASC4 OCIAD1 UBP1 GPR153 NCKAP1 UPF3A SAP130 PTAR1 DMTF1 UBA2 FNBP4 NACC1 AHCYL1 KIAA0355 CPLANE1 SEL1L PRRC2C ZFP14 CRNKL1 LRRC8A DICER1 ARID4B CRP UBA3 ZNF677 ANKRD17 USP19 MKLN1 AGPAT5 GTF2A1 EVI5 C5orf24 BRD7 GNPAT ACAD9 RAP2A FOXJ2 CFAP97 IPO9 VEZT UBE2H OSTM1 FOXJ3 IPO8 KIDINS220 EPB41L2 RMDN3 UFSP2 WDR11 POGK HIPK1 URI1 CDK2AP1 CAND1 SNX12 KPNA3 KIAA1191 DYNC1I2 FAM98A EEA1 RDX EDEM3 PPM1B TMED7 MTMR1 SH3GLB1 TTI1 TMEM184C SLC39A9 LARS1 SLC25A44 FAM168B FBXW11 USP33 GPR107 NMD3 TNPO3 EIF4ENIF1 TMEM245 MFSD8 ADO ZNF770 HMBOX1 MED23 PHF10 TBCK SCRN3 APMAP IWS1 MON2 RASSF3 UBR5 PXYLP1 YWHAG CSNK1D ERBIN RAB22A ZRANB2 MPC1 TOB2 RNF111 ACTR10 GCM_RAF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_RAF1 FUS HMGN1 USP7 PTGES3 LMNB2 HNRNPD HNRNPL NONO UBE2D3 SRSF4 PRMT1 SET MAZ DRAP1 PCBP1 PCBP2 HNRNPU DNAJC7 SLC25A3 TAF9 PABPC1 MARS1 IDUA KHDRBS1 HNRNPC TRIM28 SF1 CSNK2B RAF1 VAMP7 PCM1 DDX5 GPS2 CAPRIN1 HNRNPA1 ILF2 DR1 EIF4A1 CFL1 H3-3B DHPS GPER1 DDX39B GCM_RAN http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_RAN DNAJB14 ASCC1 VPS52 LEMD3 ATP2B2 EPC2 DDX17 BRPF3 CHTOP RBM8A FOXO3 ELP1 RAN CIZ1 KIF5C MECP2 SPIRE1 DCTN4 OGFOD1 SPAG9 AAAS JKAMP ATG2B FAM219A KIAA1109 CLCN3 RALGPS1 CCDC92 TAF9B TMEM237 BCL2L1 ZNF512 TAFA5 GORASP1 NGRN NAA30 SAP30L PHAX UBE2K PHYHIPL ZNF529 KIF3B CCDC82 OCIAD1 C2CD5 RBPJ MAP6 RERE RTN4 CRNKL1 TSNAX BOD1L1 WBP2 USP19 ANKRD17 GOLGA7 UBR7 SIK3 BRD9 RAP2A FAN1 ISCA1 EXOSC6 POGZ PRXL2A CSRNP2 HERC2 KLHL42 PJA2 UFSP2 POGK NAB1 CAND1 DYNC1I2 CCDC88A ZNF275 ABHD6 LANCL1 ABI2 CIPC MTMR3 PREPL USP33 FBXW11 ACSL3 MTMR4 EIF4ENIF1 MFSD8 SLC8A2 ZNF565 FADS1 NLK CS PHF10 TBCK GBA2 YWHAG LARGE1 GSK3B SELENOI TP53INP2 CALM1 XPO6 BTRC TTL RABGEF1 PITPNC1 FBXO21 SS18L1 NUP133 IQCK STMN3 DFFA PDXP ZER1 RELCH NCAM1 TRIM37 MAP4K4 TRIM33 VPS26B ZFAND5 NAPG CLEC16A BMPR2 ATP6V1B2 SESN3 PTK2 NDRG3 CLASP2 TMEM30A HECTD1 TBC1D10B FN3KRP UBE2E3 PPIG PHF2 FBXO30 YIPF5 ZNF84 ZFP14 TMEM183A MARF1 GABBR2 TNS2 POMT2 IPO5 RALGAPA1 PHC1 GPRASP2 PIP4K2B IPO9 KIDINS220 GZF1 UBE2N ATP6V1A RMDN3 KIF1B HIPK1 IPO7 SLC35E2A PRRC2B ZNF710 KLHL12 KLHL11 KDM3B KPNA3 SPAST SNX15 ARPP19 PPM1B TSPYL4 TUBGCP3 CHD9 MOAP1 FAM8A1 APPBP2 SH2B1 TNPO2 FAM168B GPR107 STAMBP TMEM245 PNMA8A NF2 ADO SNX27 MAP1B ATXN7L3 RABL2B WSB1 GSPT1 WSB2 MAPK8IP3 MAPK8IP1 RNF41 GCM_RAP2A http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_RAP2A ENAH ZFAND3 ZFP14 LRRC8A CLEC16A SOX5 ABI2 GABBR2 UBQLN1 TUBGCP3 MTMR1 SMAP1 NGRN RALGAPA1 CLASP2 FBXW11 TMEM30A PHYHIPL RAP2A SNX27 RAN ADO HMBOX1 TEAD1 SPIRE1 KIDINS220 SPAG9 PHF2 CEP350 IPO7 NAB1 CAND1 RAB10 CCDC88A GCM_RBM8A http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_RBM8A ZNF84 ZNF292 CRNKL1 USP19 RBM4B EPC2 BRPF3 CHTOP RBM8A TIA1 FAM172A PGRMC2 SLC25A29 KAT7 FOXO3 PHC1 NUP133 ISCA1 POGZ IQCK RAN DFFA ZNF286A CSRNP2 IPO9 KIDINS220 DCTN4 VASH1 SYNC UBE2N NCAM1 SPAG9 LINC01278 ATG4B IPO7 NCOA5 NAB1 ZNF384 PRRC2B C5orf51 CAND1 ASB3 MFAP3 VPS26B CLEC16A UBE3A USP9X TAF9B ZNF512 MTMR3 CEP170 NGRN EXOC5 SCARB2 VEZF1 BAZ2A ZNF529 KMT2A GSTA4 NUCKS1 ADO MED17 CELF1 NSD2 C2CD5 ZBED1 UBE2E3 DCAF7 PHF2 PKNOX1 GSPT1 MED13 NFYA GSK3B RPL7L1 FBXO30 C11orf95 DHX40 MAP6 APBB3 SETD5 GCM_RING1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_RING1 MICB AQP7 AQP2 CHIC1 SLC16A1 DDX18 SLC2A4 SMARCD2 SMARCD1 TLK2 EBI3 IDUA HTR1E MADD ERV3-1 ZNF8 STIM1 MYH7 PMS2P11 CCR9 RENBP TMEM106A LYST MAPK3 MVK DRD1 ZNF76 VPS72 ADCYAP1 RABGGTA PDE6B TTC1 ADRB3 SLC29A2 APOC3 AANAT NTHL1 TEC TAF1 HTT BECN1 PTPN5 KRT31 RNPS1 KRT35 RAB33A KRT32 GH2 IKBKE NRF1 COL14A1 PLK1 AVPR1B MIEF1 GPER1 PNMT MYBPC2 COX10 CD8B PRKAG1 TIMM17A NUP188 GJA5 SIRPB1 FEV DGCR6 GSTZ1 REG1CP FANCC SIGMAR1 MPP2 RING1 SF1 TTF1 PRKCG HMGA2 WAS GRM4 PSG7 ZNF134 BNIP1 AAMP NGFR MAPRE1 TMEM94 DPF2 BCAT2 KRT6C TH INPP5J GCGR GPR3 IGKV7-3 SCNN1G FUT2 ODF1 SUPT4H1 NEFL BDH1 TRIP13 LTK ASMT DRG2 CENPI GLA SP2 SDHC ABCC1 SLC18A1 FCGR2A NFIC CSN3 GCM_SMARCC1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_SMARCC1 PTGES3 FUS TIMM17A HNRNPL AIP PNN PDE6B SLC29A2 DDX18 MAZ SMARCD2 DRAP1 DGCR6 PCBP1 TAF9 MSN TLK2 TRAM1 FANCC KHDRBS1 DHX9 MADD SF1 TTF1 DRG2 DDX5 SRSF2 TAF11 GRM4 CAPRIN1 RENBP SMARCC1 ABCC1 MIEF1 DNTTIP2 MAPRE1 GPER1 GCM_SMARCD1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_SMARCD1 MICB EFNA3 CSPG4 L1CAM HNRNPL SLC16A1 CHIC1 SLC2A4 SMARCD2 SMARCD1 EBI3 HTR1E IDUA MADD ERV3-1 ZNF8 PTPRU PMS2P11 CCR9 RENBP LYST TMEM106A MVK CLCN1 DRD1 ZNF132 ADORA2A ZNF76 TFE3 VPS72 ADCYAP1 RABGGTA PDE6B TCF20 APOC3 AANAT SLC30A3 TAF1 PTPN5 KRT35 PDE6G VAV1 AGER KRT32 GH2 GCM1 COL14A1 PLK1 AVPR1B TBXA2R CLCN7 GPR31 GPER1 IFNA21 PNMT MYBPC2 COX10 CD8B PRKAG1 TIMM17A PEX5 GJA5 SIRPB1 FEV DGCR6 GSTZ1 FANCC MPP2 RING1 TTF1 PRKCG HMGA2 WAS TAF11 GRM4 PSG7 BNIP1 ZNF134 AAMP TMEM94 DPF2 BCAT2 CYP2F1 FUT5 TH TRIM15 GPR3 SCNN1G FUT2 SCAF11 ODF1 SUPT4H1 ERCC4 NEFL TRIP13 ASMT DRG2 NDUFA1 CENPI SLC17A2 ABCC1 FCGR2A SLC18A1 CSN3 SLC14A2 GCM_SMO http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_SMO SEC24A STAT5B VPS53 EDNRA ST6GALNAC4 SIN3A MIER2 DHX37 RMND5B RHOD TRPV6 DNAJC4 KRT85 USP13 ARL2 TMEM254 ZDHHC3 PIP4K2B MMP16 TUT1 SMO MKS1 CCDC3 KLHL17 PRDM4 TMEM138 SEMA4F URGCP ASH1L F2 KPNA6 CNPPD1 DCUN1D3 ADD2 POMGNT2 FZR1 SNX33 GIGYF1 COPS7A CIC AZI2 C1QTNF6 GGT7 DHRS11 SMG5 TADA2B WDR6 SPPL2B USF3 FBXL20 POLR2M PPIE PEX11B KCTD10 COG5 VCP INVS AP2A1 TRAFD1 CMTM4 GCM_SUFU http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_SUFU ZNF84 CDIPT ZFP14 CRNKL1 BTRC NAA25 VPS52 UBQLN2 ANKRD17 RBM4B USP19 EPC2 BRPF3 CHTOP TRAPPC6B RALGAPA1 RABGEF1 BSDC1 FOXO3 KAT6B SS18L1 ELP1 ISCA1 POGZ IQCK NEIL2 KIDINS220 DCTN4 SYNC UBE2N NCAM1 SPAG9 UFSP2 SLC35E2A NCOA5 NAB1 PAGR1 LUC7L3 MFAP3 VPS26B DYNC1I2 SPAST KMT5B ZFAND5 REPS1 ZNF133 USP9X SUFU MTMR3 CEP170 NGRN NAA30 EXOC5 FBXO3 SCARB2 USP33 HECTD1 EIF4ENIF1 ZNF566 ZNF529 KMT2A NLK CELF1 CCDC82 SMAD5 TBCK MARCHF6 RABL2B C2CD5 PKNOX1 PPIG PHF2 NFYA MED13 DMTF1 FBXO30 AARS2 GCM_SUPT4H1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_SUPT4H1 MICB TIMM17A FEV CHIC1 SLC16A1 DDX18 SLC2A4 DGCR6 SMARCD1 TLK2 FANCC MPP2 MADD RING1 ZNF8 PTPRU HMGA2 NCAPD3 CCR9 GRM4 BNIP1 LYST TMEM106A MAPK3 AAMP MVK NGFR ZNRD1ASP DPF2 BCAT2 CDH5 VPS72 RABGGTA ADCYAP1 PDE6B APOC3 AANAT SUPT4H1 FUT2 SLC30A3 ODF1 TRIP13 TAF1 CSTF3 RFX5 DRG2 KRT35 VAV1 NDUFA1 CENPI GH2 NRF1 COL14A1 FCGR2B SP2 SDHC AVPR1B FCGR2A GCM_TEC http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_TEC IFNA21 CD8B ADCYAP1 FEV PDE6B CHIC1 SLC2A4 DGCR6 APOC3 SLC30A3 KRT83 FANCC TEC MADD MPP2 RING1 ZNF8 MYH7 PTPRU HMGA2 NDUFA1 VAV1 CCR9 GRM4 NRF1 CHRM5 TMEM106A SLC17A2 AVPR1B MVK FCGR2A SLC18A1 GCM_TPR http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_TPR PTGES3 FUS COPA MPV17 POLR2B IARS1 MEN1 RAD21 DDX18 PCBP1 TRA2B TPR SETDB1 KHDRBS1 DHX9 PI4KB SF1 WAPL TRIM26 TSN PPP1CC PCM1 IDH3A CTR9 CAPRIN1 PSMD11 SP3 ARCN1 DHPS CALM2 DDX39B ZNHIT3 GCM_TPT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_TPT1 RPL18 RPL17 RPL36A RPL19 RPL14 RPLP2 RPS2 RPS3 RPS3A RPLP0 RPLP1 TPT1 SLC25A3 RPL11 RPS27A RPL35A SLC25A6 EEF2 NCL NDUFA12 RPS18 RPS19 RPS16 RPS17 RPS14 CFL1 EEF1G RPS10 RPS11 UBA52 NACA RPL35 RPL27A ATP5MC1 RPL38 RPS25 RPS28 RPL32 RPS29 RPL7 RPL31 RPL6 CLEC18C RPL34 RPL9 NPM1 RPL3 RPL10A RPL4 RPL7A RPS21 RPS23 RPS24 RPSA ATP5PB RPL27 RPS9 RPL23A RPS6 RPL28 RPS8 RPS7 RPL29 RPL23 PPIA RPL13A RPL21 H3-3A RACK1 GCM_UBE2N http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_UBE2N ABHD16A CDIPT MAP11 BTRC VPS52 HNRNPR ZXDB LEMD3 RBFOX2 CNOT6 ACBD6 EPC2 IDH3G BRPF3 CHTOP RBM8A TIA1 TARDBP ZMIZ1 PGRMC2 SLC25A29 RABGEF1 DHX36 PTBP2 BSDC1 KAT7 FOXO3 SS18L1 KAT6B ELP1 NUDT4 IQCK RAN CIZ1 MECP2 ARID1A DCTN4 NCAM1 AAAS TRIM33 ZNF384 TADA1 YME1L1 LUC7L3 MFAP3 VPS26B ARL6IP1 ZFAND5 CLEC16A CXXC5 ASTN2 COMMD9 EPM2AIP1 GPALPP1 CEP170 PRKRA NGRN NAA30 FBXO3 HNRNPH3 VEZF1 UBE2K HECTD1 ZMYM2 ZNF529 KMT2A CELF1 CCDC82 FN3KRP YTHDC1 SMAD2 NSD2 VDAC3 C2CD5 UPF3A MSL1 UBE2E3 DCAF7 PPIG PHF2 SAP130 FBXO30 C11orf95 DHX40 AHDC1 ZNF84 ZNF292 TMEM183A CRNKL1 NAA25 WBP2 USP19 RBM4B UBR7 RALGAPA1 RANBP6 DLG3 TUBGCP4 ISCA1 EXOSC6 POGZ ADNP CSRNP2 IPO9 KIDINS220 SYNC UBE2N HIPK1 NCOA5 SLC35E2A NAB1 PRRC2B CAND1 KLHL11 DYNC1I2 SPAST ZNF273 BPTF REPS1 WBP11 PPM1B CIPC TSPYL4 SUFU MTMR3 CHD9 TUBGCP3 MOAP1 PAFAH1B2 EXOC5 FAM168B USP33 BAZ2A GTF3C4 EIF4ENIF1 ZNF566 NF2 MED17 CREB1 NLK CS PHF10 MARCHF6 RSBN1 SMC3 RABL2B PKNOX1 MED13 NFYA GSK3B WSB2 APBB3 RNF41 NFIB GCM_USP6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_USP6 SEC24A C16orf72 MRVI1 VPS53 EPS15L1 BOD1L1 EDNRA ATP2B2 SIN3A DIP2B DDX11 DHX37 IPO5 RMND5B KRT85 TMEM254 FAN1 SCAMP2 ISCA1 SNAPC3 ERAL1 MMP16 FAM167A TBC1D22B TUT1 DNAJC27 MKS1 KLHL18 PRDM4 KLHL17 ATG4B SEMA4F TMEM138 RIPK1 URGCP KPNA6 CNPPD1 ADD2 USP6 GIGYF1 OTUD6B COPS7A LRIG2 MYO9A GFM2 MTCH2 FAM81A GGT7 SH2B1 MTMR7 TEX261 DHRS11 BAHD1 TBC1D10B SMG5 CS TADA2B FBXL20 POLR2M GLYCTK PEX11B COG5 ZNF672 TMX3 VCP AP2A1 DENND4A COQ10A EVI5L ACAD11 GCM_VAV1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_VAV1 ITGB3BP PTGES3 NMI COX10 ZNF76 GPSM3 MPV17 VPS72 AIP RABGGTA HNRNPL ARHGAP4 PDE6B SLC29A2 DDX18 SMARCD2 DRAP1 DGCR6 SMARCD1 SUPT4H1 INPP5D NSMAF SPN TEC FANCC TRIP13 PIK3CG ARHGEF1 MADD TTF1 RGS19 MYH7 DRG2 HMGA2 WAS PDE6G VAV1 PMS2P11 CCR9 TAF11 GRM4 CAPRIN1 RENBP GLA ZNF134 LYST CLCN7 GCM_ZNF198 http://www.gsea-msigdb.org/gsea/msigdb/cards/GCM_ZNF198 CEP76 BTRC LEMD3 CNOT7 KMT2E EPC2 BRPF3 CHTOP TARDBP CLK4 SLC25A29 RABGEF1 DHX36 PATZ1 PTBP2 BSDC1 KAT7 FOXO3 SS18L1 KAT6B ELP1 NUDT4 DFFA ZHX1 HMG20A ARID1A NCAM1 SPAG9 LUC7L3 KMT5B ZFAND5 GNE BEX2 RABGAP1L EPM2AIP1 QSER1 CEP170 PRKRA NGRN NAA30 HECTD3 FBXO3 SCARB2 VEZF1 HNRNPH3 PHYHIPL ZMYM2 ZNF529 TAF5 CELF1 PAIP1 CCDC82 SMAD2 CRYBG3 UBE2E3 PHF2 DMTF1 TOMM70 FBXO30 PARP6 CREBRF SLC5A3 HNRNPU ZFP14 CRNKL1 ARID4B NAA25 FANCL ANKRD17 USP19 RBM4B HEATR5B RMND5A TRAPPC6B RALGAPA1 C2CD3 ISCA1 UBE2H CDC5L KIDINS220 KLHL42 SYNC UBE2N PPM1E HIPK1 KANK2 NCOA5 NAB1 PDCL CAND1 KPNA3 DYNC1I2 SPAST REPS1 ZNF655 PPM1B RIOX2 TUBGCP3 NPTX1 FAM8A1 USP37 EXOC5 PAFAH1B2 ACSL3 USP33 RBM25 EIF4ENIF1 ZNF566 MED17 NLK ISOC1 MARCHF6 SMC3 NFYA GSK3B ZNF462 MEX3C CAR_HPX http://www.gsea-msigdb.org/gsea/msigdb/cards/CAR_HPX CYP3A7 AQP9 HP ASGR2 CFHR2 TDO2 APOB CFHR4 APOA1 LPA ANG ITIH1 APOF RIDA CFH ITIH3 SLC22A1 HPD F12 APCS SULT2A1 F9 SAA4 CYP2E1 CDO1 AMBP AADAC C8A C8B G6PC SDS SERPINF2 F2 UGT2B11 AKR1D1 SLC27A2 GC MBL2 RBP4 C9 TFR2 C6 ALDOB APOC1 ADH6 DPYS PAH ARG1 FGG FGA FGB AGT FMO3 DHODH SERPINC1 HSD17B6 HRG FGL1 LECT2 HGFAC CYP2C9 CYP2C8 C4BPB C4BPA CPS1 PLG ORM1 AFM HPX IGFBP1 SERPIND1 CPB2 PON3 CAR_IGFBP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAR_IGFBP1 CYP3A4 CYP3A7 AQP9 ADH1C ADH1B ADH1A ASGR2 TDO2 APOB CFHR4 APOA1 LPA ITIH1 APOF CFH APOM HPD SLC22A1 F12 APCS SULT2A1 F9 SAA4 CDO1 C8A G6PC SDS SERPINF2 F2 HSD11B1 SLC27A2 AKR1D1 GC MBL2 C9 TFR2 C6 DPYS ADH6 PAH AHSG ARG1 DHODH LECT2 HGFAC CYP2C9 CYP2C8 C4BPA CPS1 PLG PCK1 CYP4A11 AFM HPX IGFBP1 CPB2 PON3 CAR_MLANA http://www.gsea-msigdb.org/gsea/msigdb/cards/CAR_MLANA PRPH TNFRSF25 ATP1B2 POU6F2 PFKFB2 EFNA3 STATH PAX6 BUD23 SIRPB1 KRT33A ADCYAP1 IGHMBP2 SULT4A1 ST3GAL2 ZKSCAN3 PCBP3 SLC4A8 KRT2 ACKR2 POU4F1 PRSS16 NCKIPSD CEACAM4 SLC30A3 FOSL1 AC021066.1 MLANA PVT1 WNT10B CYP11A1 RREB1 SLC12A4 TNP1 CD40 PSG1 IGSF9B ZNF157 TRIM58 MC2R SEMA4D VAMP1 NPPA CAR_MYST2 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAR_MYST2 PRPH AIF1 ATP1B2 PFKFB2 LY6G6C EFNA3 BUD23 ADCYAP1 IGHMBP2 PCBP3 LILRA4 POU4F1 NCKIPSD CEACAM4 KAT7 WNT10B RREB1 SLC12A4 TNP1 PSG1 IGSF9B GRM4 ZNF157 TRIM58 MC2R VAMP1 NPPA CAR_TNFRSF25 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAR_TNFRSF25 ADAMTSL2 TNFRSF25 POU6F2 KRT33A ADCYAP1 IGHMBP2 SULT4A1 PCBP3 SLC4A8 BCL3 PRSS16 POU4F1 NCKIPSD AC021066.1 MLANA WNT10B GPR19 NUDT13 RREB1 CNTN6 SLC12A4 TNP1 PSG1 CD40 IGSF9B SLC6A9 MC2R SEMA4D TMSB4Y NPPA CAR_WBSCR22 http://www.gsea-msigdb.org/gsea/msigdb/cards/CAR_WBSCR22 ATP1B2 PFKFB2 STATH LY6G6C EFNA3 BUD23 GRK2 KRT33A ADCYAP1 IGHMBP2 SULT4A1 ZKSCAN3 ST3GAL2 PCBP3 KRT2 PRSS16 POU4F1 SLC30A3 NCKIPSD KAT7 AC021066.1 MLANA PVT1 WNT10B CYP11A1 RREB1 SLC12A4 TNP1 PSG1 IGSF9B CARD10 ZNF157 TRIM58 MC2R VAMP1 ITGA2B GNF2_ATM http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ATM PIK3IP1 PGGHG DENND2D HECA RNF125 AC004151.1 RASGRP1 CASP8 RASGRP2 CLEC2D RAPGEF6 OGT SYNRG PPWD1 ZNF266 ACAP1 ITK TMC6 GPR171 SFI1 LDLRAP1 ATM LAT GZMK BTN3A1 DUSP2 GVINP1 DEF6 TRAF3IP3 BTN3A2 GNF2_BNIP2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_BNIP2 CDV3 NACA MTDH USP3 ATG12 ELF4 ADPGK RBM3 WTAP SSR1 ACTR3 STAT6 INTS8 ACTR2 DOCK2 LAPTM5 PAK2 ARPC3 TRAPPC8 GDI2 HCLS1 KDM5A CLIC1 MBD2 DDX5 EIF3L TYK2 PAPOLA FAM120A GMFG BNIP2 PHF21A PDCD6IP SEC11A GNF2_BNIP3L http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_BNIP3L MKRN1 GYPB GYPC ALAD GYPE SNCA GYPA TSPAN5 PPOX SELENBP1 TOP1 ALAS2 ANK1 TRAK2 AHSP EIF1AY SLC22A4 SMOX SLC4A1 FOXO3 H1-0 OSBP2 BSG FECH ISCA1 NUDT4 MPP1 HMBS CLIC2 MARK3 ERMAP UBE2O EIF2AK1 RHCE CA2 UROD SPTB GLRX5 GCLC RAD23A TSPO2 TRIM10 PNP TMCC2 RBX1 TAL1 SLC30A1 H4C3 RPIA FBXO9 ACSL6 TFDP1 FBXO7 NFE2 EPB42 SLC12A3 MAP2K3 RHD MARCHF8 CDC27 RHAG BNIP3L BLVRB HBQ1 DCAF11 SPTA1 XPO7 RANBP10 GNF2_BUB1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_BUB1 CKS1B FOXM1 AURKB CDT1 HMMR KIF2C CDCA8 BUB1 RANBP1 ASF1B ASPM GMNN CENPE ESPL1 CDC20 SMC2 MCM4 CCNB2 NDC80 PLK1 SPAG5 RRM2 BUB1B CHAF1B MELK KIF20A GNF2_BUB3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_BUB3 XRCC5 PTGES3 SRSF10 HNRNPF SNRPD3 U2SURP CCT3 BANF1 RPA1 PSIP1 NAE1 KPNB1 BUB3 TCP1 SSBP1 HNRNPC RAN TP53 HSPB11 MCM3 SMC3 TARS1 PA2G4 PSMA5 PSMA3 SNRPA HNRNPA2B1 SNRPG GNF2_CARD15 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CARD15 THEMIS2 S100A4 AIF1 S100A9 TLR2 VCAN TLR8 SLC7A7 CFP APOBEC3A FOS AP1S2 LILRA1 CD93 LILRA2 LILRA3 SULT1A1 CLEC4A LILRA6 VNN1 CASP1 PILRA NCF2 TYMP BST1 CPPED1 ADA2 CTSS IGSF6 RNF130 LILRB2 CD86 NOD2 LILRB3 CD33 MNDA TNFAIP2 LST1 MCL1 CCR1 FPR1 MFSD1 PPT1 TNFRSF1B HK3 FCGR1A FCN1 PYCARD CDA FGL2 STX11 MS4A6A PLBD1 TYROBP TBXAS1 PSAP MAFB HCK COTL1 CPVL NAIP CD1D CYBB DUSP1 RGS2 PECAM1 CHST15 CD302 CD14 DUSP6 GNF2_CDC20 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CDC20 PRC1 TTK AURKA AURKB PTTG1 KIF2C CDCA8 DLGAP5 H2AX CCNA2 TOP2A ASPM CDCA3 KIF11 RAN CDK1 TPX2 NUSAP1 ESPL1 MCM2 UBE2C MCM4 NDC80 SPAG5 RRM2 ZWINT RRM1 BUB1B UBE2S MELK SHCBP1 CKS1B KIF4A FOXM1 HMMR TYMS NCAPH BUB1 MKI67 GMNN CENPF BIRC5 CENPE CDC20 NSD2 RACGAP1 SMC2 SMC4 PLK4 CCNB2 PLK1 PCNA CKS2 MT1JP KIF18B KIF20A GNF2_CDC2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CDC2 KIFC1 PRC1 EZH2 E2F8 TTK AURKA PTTG1 PRIM1 CDCA8 DLGAP5 DNAJC9 H2AX CCNA2 TOP2A ASPM CDCA3 KIF11 CDK1 KIF15 CCNF TPX2 NUSAP1 MCM2 UBE2C RFC3 RFC4 NDC80 RRM2 ZWINT RRM1 UBE2S MELK SHCBP1 HMGB2 KIF4A FOXM1 MYBL2 HMMR TYMS NCAPG ASF1A FEN1 CKAP2 GINS2 MKI67 CENPF BIRC5 CENPE CDC20 NSD2 SMC2 SMC4 FANCI PLK4 HJURP CCNB2 PCNA CKS2 TMPO MT1JP KIF18B KIF20A GNF2_CENPE http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CENPE CKS1B PRC1 FOXM1 AURKA AURKB MYBL2 HMMR PRIM1 TYMS CDCA8 DLGAP5 BUB1 H2AX CCNA2 ASPM CDCA3 KIF11 MKI67 CDK1 CCNF CENPF NUSAP1 BIRC5 CENPE NSD2 CDC20 ESPL1 UBE2C SMC2 RFC3 CCNB2 NDC80 ZWINT RRM2 RRM1 CKS2 PCNA TMPO MT1JP KIF18B SHCBP1 GNF2_CENPF http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CENPF KIFC1 PRC1 DTYMK E2F8 TTK AURKA PTTG1 MCM10 PRIM1 CDCA8 MCM7 DLGAP5 DNAJC9 H2AX CCNA2 TOP2A ASPM CDCA3 KIF11 CDK1 KIF15 CCNF TPX2 NUSAP1 MCM2 MCM3 UBE2C RFC4 NDC80 ZWINT RRM2 RRM1 UBE2S SHCBP1 KIF4A HMGB2 FOXM1 PCLAF HAT1 MYBL2 HMMR TYMS FEN1 CKAP2 GINS2 MKI67 CENPF CDC20 NSD2 CENPE BIRC5 SMC2 SMC4 FANCI PLK4 CCNB2 HJURP PCNA CKS2 TMPO MT1JP KIF18B GNF2_CCNA1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CCNA1 LDHC CCIN CLPB UBQLN3 FNDC11 ANKRD7 REXO5 YBX2 GSTM3 DDX25 PDHA2 CCNA1 IL13RA2 CRISP2 MS4A5 ACRV1 RBMXL2 SPA17 RFPL3S TPTE SPAG6 TCFL5 ACTL7A ACTL7B ZC2HC1C PLAAT1 PIAS2 AKAP3 IQCE ACR MROH7 PPP1R2C ZMYND10 APH1B SOX5 ACSBG2 ROPN1 TKTL1 MLF1 HSPA1L OAZ3 DNALI1 TCP11 ZPBP RIBC2 ODF2 ODF1 SPATA6 KDM4D SPACA9 FSCN3 TNP1 SLC6A16 CABYR KCNK4 GSG1 GAPDHS TEX14 CCDC70 TUBA3C GRK4 TSSK2 PRM1 PRM2 GID4 PHF7 PGK2 GNF2_CCNA2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CCNA2 PRC1 E2F8 EZH2 TTK AURKA AURKB PRIM1 CDCA8 MCM7 DLGAP5 H2AX CCNA2 TOP2A ASPM CDCA3 KIF14 KIF11 CDK1 TPX2 NUSAP1 ESPL1 MCM2 UBE2C MCM3 MCM4 NCAPD2 MCM6 RFC3 RFC4 NDC80 RRM2 ZWINT RRM1 BUB1B MELK SHCBP1 CKS1B KIF4A HMGB2 FOXM1 PCLAF HMMR TYMS NCAPG CENPA ASF1B FEN1 GINS2 RAD51AP1 MKI67 GMNN CENPF CDC20 CENPE BIRC5 RACGAP1 SMC2 SMC4 FANCI CCNB2 HJURP PLK1 CKS2 PCNA TMPO MT1JP KIF18B KIF20A GNF2_CCNB2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CCNB2 PRC1 TTK AURKA PTTG1 KIF2C CDCA8 OIP5 DLGAP5 H2AX CCNA2 TOP2A ASPM CDCA3 KIF11 CDK1 TPX2 NUSAP1 ESPL1 MCM2 PBK UBE2C MCM4 RFC4 NDC80 SPAG5 ZWINT RRM2 RRM1 BUB1B UBE2S MELK SHCBP1 KIF4A HMGB2 FOXM1 HMMR TYMS NCAPH BUB1 FEN1 CKAP2 GMNN CENPF CENPE BIRC5 NSD2 CDC20 RACGAP1 SMC2 SMC4 PLK4 CCNB2 PCNA CKS2 MT1JP KIF18B KIF20A GNF2_ESPL1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ESPL1 CKS1B FOXM1 AURKB HMMR KIF2C CDCA8 CENPA BUB1 ASF1B CCNA2 TOP2A ASPM CENPM KIF11 MKI67 TPX2 CENPE BIRC5 CDC20 ESPL1 UBE2C MCM4 SMC2 MCM6 NCAPD2 MAD2L1 CCNB2 SPAG5 PLK1 RRM2 PCNA BUB1B PAICS MELK KIF20A GNF2_FEN1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_FEN1 HNRNPAB METAP2 PRC1 COPS3 DTYMK E2F8 SNRPD1 TTK MCM7 DKC1 DLGAP5 DNAJC9 TOP2A CCNA2 KIF11 DTL CDK1 NUSAP1 MCM2 MCM3 MCM4 MCM5 RFC5 RFC4 NDC80 ZWINT RRM1 PCCB SHCBP1 HMGB2 FOXM1 PCLAF HAT1 HMMR TYMS VRK1 POLE2 GAR1 FEN1 GINS1 GINS2 RAD51AP1 MSH2 NASP GMNN CENPF RACGAP1 SMC4 FANCI PLK4 CCNB2 DHFR CKS2 PCNA KIF18B DUT GNF2_GSTM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_GSTM1 RARRES2 ALDH1L1 MASP2 TKFC CYP2D6 ADH1C VTN CDHR5 AGXT FAH GSTM1 ZGPAT GSTM2 APOA1 MAT1A LCAT APOF AKR7A3 HMGCL F12 F10 SERPING1 CYP1A2 CYP2E1 TAT SERPINF2 F2 RBP4 SLC38A3 APOC1 APOC2 ASL APOC4 APOC3 PEMT ALDH4A1 GNMT CYP2C9 CYP2C8 UPB1 CIDEB TST ATF5 HMGCS2 PON1 DCXR PON3 NNMT ACOX2 HP ASGR2 ANG HAMP ITIH1 SERPINA4 ITIH4 PXMP2 GSTZ1 ITIH3 SARDH SLC22A1 HPD APCS SLC22A7 SAA4 IGFALS C8G PROC C8A AMBP G6PC CYP27A1 SDS CYP2A6 SLC27A5 C6 ECHS1 CPN2 PIPOX GALK1 SERPINC1 HAAO HSD17B6 HRG HGFAC ANGPTL8 CEBPA CES2 HPN CES1 FTCD CYP4F11 CYP4F12 TMPRSS6 GJB1 SLC10A1 PCK1 KHK ORM1 CYP4A11 HPX GAMT SERPIND1 CYP4F2 RDH16 TMEM176B ORM2 TMEM176A ABCC6 GNF2_H2AFX http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_H2AFX HMGB2 PRC1 FOXM1 AURKA PTTG1 TYMS CDCA8 DLGAP5 DNAJC9 H2AX CCNA2 ASPM CDK1 CCNF CENPF NUSAP1 CENPE BIRC5 NSD2 CDC20 MCM2 SMC4 CCNB2 RRM2 ZWINT RRM1 PCNA TMPO UBE2S KIF18B SHCBP1 GNF2_HPX http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_HPX RARRES2 ALDH1L1 MASP2 TKFC CYP2D6 ADH1C VTN AGXT CDHR5 FAH GSTM1 GSTM2 ZGPAT APOA2 APOA1 MAT1A LCAT APOF APOH AKR7A3 HMGCL F12 F10 SERPING1 CYP2E1 CYP1A2 TAT SERPINF2 F2 RBP4 SLC38A3 CYP2B6 ALDOB APOC1 APOC2 ASL AHSG ALB APOC4 APOC3 PEMT ALDH4A1 GNMT SPP2 CYP2C9 CFB UPB1 CYP2C8 CIDEB TST ATF5 HMGCS2 PON1 CPB2 PON3 DCXR HABP2 NNMT ACOX2 HP ASGR1 ASGR2 CFHR4 SERPINA6 HAMP ANG ITIH1 SERPINA4 ITIH4 PXMP2 GSTZ1 ITIH3 SARDH HPD SLC22A1 APCS SLC22A7 SAA4 IGFALS PROC C8G AMBP C8A C8B G6PC CYP27A1 SDS CYP2A6 AKR1D1 SLC27A5 TM4SF5 C3 C6 ECHS1 ADH6 PIPOX CPN2 AGT HAAO SERPINC1 HSD17B6 HRG C2 LECT2 HGFAC ANGPTL8 CEBPA CES2 HPN CES1 FETUB FTCD CYP4F11 C4BPB C4BPA CYP4F12 TMPRSS6 GJB1 PLG HPR SLC10A1 PCK1 KHK ORM1 CYP4A11 HPX ZG16 GAMT SERPIND1 CYP4F2 RDH16 TMEM176B ORM2 ABCC6 TMEM176A GNF2_HAT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_HAT1 PTGES3 METAP2 COPS3 SNRPD1 VBP1 CBX3 DEK RAD21 PSMD6 USP14 MRPL35 EXOSC8 ANP32B METTL5 USP1 ANP32E NUSAP1 HSPB11 MCM2 SRSF1 MCM3 SRSF3 MCM5 SUZ12 PA2G4 NDC80 EIF2S1 SERBP1 RRM1 SNRPE PRPS1 SNRPG SRI HMGB2 U2SURP CHCHD3 HAT1 RPA1 VRK1 NUP50 DHX15 FEN1 ETFA NUP153 CENPF RBMX SMC3 SLBP SMC4 GNF2_HDAC1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_HDAC1 HNRNPK OXA1L HNRNPF SNRPD3 SNRNP200 HNRNPR SART3 CNOT7 CBFB HNRNPM TAPBP NONO SRSF7 SRSF4 DDX18 CLK2 TARDBP HNRNPU EED EIF3D SRRM1 RBM10 SS18L2 PABPN1 MCM3AP YY1 MAGOH EIF2S3 SRSF1 SRSF3 SRSF2 PDS5A UXT PSMA1 ABT1 TIAL1 SMARCA5 RNF138 ZC3H15 DDX39B ELAC2 COPS7B DDX47 DDX46 UBE2D2 CDC40 TRA2B BTF3 AIMP1 RPS23 TENT4A FAM111A TAF7 YTHDC1 UBP1 RBMX PSMB8 RPS7 EIF4B FNBP1 HDAC1 RNF4 PNRC2 DDX50 POP5 DAP3 GTF3A RPS3 ZNF207 UTP3 OSR1 CDK5RAP1 CSK KPNB1 ZCCHC8 KHDRBS1 TTC31 EXOSC8 SF1 HSPB11 IFI16 RBBP6 HNRNPDL PSME2 NOL11 SLC7A5P1 RBM39 SRSF10 NACA U2SURP TRA2A CCDC59 SF3B2 SUMO2 SF3B1 RPL34 DHX15 SCAF11 HNRNPC RPF1 NDUFA1 SF3A1 EIF2B1 FBL PAPOLA ANKRD49 RPL22 RBM15 ZBTB1 GNF2_TDG http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TDG HNRNPAB PTGES3 SRI HNRNPK XPO1 SNRPD3 U2SURP EIF3A HNRNPR CBX3 DEK HNRNPM RPA1 SUMO2 TARDBP HNRNPU DHX15 TRA2B ZCCHC8 EXOSC8 NUP153 MAGOH PTBP1 SRSF1 NCL RBMX SRSF3 SRSF2 PDS5A PAPOLA SFPQ SERBP1 TDG CPSF6 GNF2_MLH1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MLH1 PTGES3 MRPL42 SNRPD3 U2SURP KNTC1 SNRPD1 MLH1 CBX3 RTRAF CCT2 CNOT1 KARS1 TCERG1 DKC1 H2AZ1 MSH6 SSRP1 TCP1 NUP153 RBBP4 MSH2 USP1 SRSF1 MCM3 RBMX NCL SMC3 SLBP FANCI PA2G4 CCT5 RFC4 NDC80 ILF2 SERBP1 EIF2S1 SUPT16H NUP107 HNRNPA2B1 SNRPE LRPPRC GNF2_MSH2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MSH2 ITGB3BP U2SURP SNRPD1 PCLAF MLH1 TCERG1 MCM7 DKC1 TOP2A FEN1 GINS1 MSH6 RAD51AP1 MSH2 LIG1 USP1 NASP MCM3 SMC4 MCM6 FANCI RFC4 NDC80 SERBP1 RRM1 PCNA SUPT16H LRPPRC GNF2_MSH6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MSH6 ITGB3BP MRPL42 MLH1 PRKDC CCT2 CCT3 IARS1 MTHFD2 CSE1L H2AZ1 RANBP1 GNL3 MRPS27 MSH6 TCP1 RAN MSH2 LIG1 MCM3 PPP1CC GMPS RFC3 MAD2L1 CCT4 RFC4 ADSL HNRNPA2B1 SNRPF PAICS SNRPE LRPPRC GNF2_PRDX2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PRDX2 GYPC GLRX5 ALAD KEL HDGF XK PPOX PRDX2 AMMECR1 UBAC1 GCLM GATA1 TAL1 ANK1 AHSP HBD MINPP1 HMBS RHAG TFRC HEBP1 BLVRB CTSE HBQ1 DCAF11 CA2 UROD CA1 KLF1 ADD2 SPTB GNF2_PCNA http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PCNA HNRNPAB PRC1 TTK AURKA PRIM1 CDCA8 MCM7 DLGAP5 DNAJC9 H2AX CCNA2 TOP2A ASPM KIF11 DTL CDK1 KIF15 TPX2 NUSAP1 ESPL1 MCM2 MCM3 MCM4 MCM5 MCM6 PA2G4 RFC4 NDC80 RRM2 ZWINT RRM1 BUB1B MELK SHCBP1 HMGB2 FOXM1 PCLAF MYBL2 HMMR TYMS VRK1 POLE2 FEN1 GINS1 GINS2 RAD51AP1 MKI67 MSH2 GMNN CENPF NSD2 CDC20 CENPE BIRC5 RACGAP1 SMC2 RAD54L SLBP SMC4 FANCI PLK4 PAXIP1 CCNB2 CKS2 PCNA TMPO MT1JP KIF18B GNF2_RAD23A http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RAD23A GYPB GYPC GYPE GYPA SNCA TSPAN5 SELENBP1 PPOX UBAC1 TOP1 ALAS2 ANK1 TRAK2 AHSP EIF1AY SLC22A4 SMOX SLC4A1 FOXO3 H1-0 BSG OSBP2 FECH ISCA1 MPP1 NUDT4 HMBS CLIC2 MARK3 ERMAP UBE2O EIF2AK1 RHCE RBM38 CA2 UROD SPTB GLRX5 RAD23A TSPO2 XK TRIM10 PNP TMCC2 TAL1 RNF123 TFDP2 H4C3 CROCCP2 RPIA FBXO9 ACSL6 TFDP1 FBXO7 NFE2 EPB42 SLC12A3 MAP2K3 RHD MARCHF8 RHAG CDC27 BLVRB BNIP3L HBQ1 SPTA1 DCAF11 XPO7 RANBP10 GNF2_RFC3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RFC3 ITGB3BP CKS1B CTPS1 FOXM1 PCLAF SNRPD1 PFAS HMMR RPA3 H2AZ1 RANBP1 CCNA2 TOP2A ASPM MRPL35 SSRP1 MSH6 GINS2 RAD51AP1 KIF11 CDK1 RAN BIRC5 CENPE MCM3 UBE2C MCM4 SMC2 SMC4 NCAPD2 MCM6 FANCI RFC3 RFC4 NDC80 TIMELESS RRM1 SUPT16H CKS2 ADSL PAICS GNF2_RFC4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RFC4 ITGB3BP CTPS1 KNTC1 SNRPD1 TTK MLH1 CCT2 MCM10 PRIM1 MCM7 DKC1 H2AZ1 RANBP1 TOP2A CCNA2 ASPM KIF11 RAN CDK1 LIG1 MCM2 MCM3 UBE2C MCM4 NCAPD2 MCM6 RFC5 RFC3 RFC4 TIMELESS NDC80 ZWINT RRM1 SNRPE CKS1B FOXM1 PCLAF RPA3 TYMS FEN1 GINS1 MSH6 GINS2 SSRP1 RAD51AP1 MSH2 GMNN CENPF BIRC5 SMC2 RAD54L SMC4 SLBP FANCI PLK4 CCNB2 SUPT16H CKS2 PCNA PAICS GNF2_RPA1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RPA1 SRSF10 PTGES3 XRCC5 HNRNPK ELAC2 HNRNPF SNRPD3 U2SURP HAT1 DEK HNRNPM RPA1 RAD21 OSR1 NUP50 DHX15 BUB3 ZCCHC8 SSRP1 NUP153 USP1 ANP32E HSPB11 SRSF1 RBMX SRSF3 TDG GNF2_RRM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RRM1 PTGES3 HNRNPAB METAP2 PRC1 E2F8 DTYMK SNRPD1 TTK AURKA AURKB PRIM1 CDCA8 MCM7 DLGAP5 NUP37 H2AX CCNA2 TOP2A ASPM USP14 MRPL35 KIF14 KIF11 RAN CDK1 DTL ANP32E NUSAP1 CCT6A MCM2 UBE2C MCM3 MCM4 MCM5 MCM6 PA2G4 RFC3 RFC4 NDC80 SERBP1 ZWINT EIF2S1 RRM2 RRM1 BUB1B PCCB MELK SNRPG SHCBP1 HMGB2 FOXM1 CHCHD3 PCLAF HAT1 HMMR TYMS VRK1 FEN1 FH GINS1 SSRP1 GINS2 CENPM TCP1 RAD51AP1 MKI67 MSH2 GMNN NASP CENPF CENPE BIRC5 CDC20 RACGAP1 SMC2 SLBP SMC4 FANCI PSMD14 PLK4 DHFR CCNB2 PCNA CKS2 TMPO PAICS MT1JP KIF18B GNF2_RRM2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RRM2 LMNB1 FOXM1 AURKA AURKB HMMR TYMS CDCA8 DLGAP5 BUB1 H2AX TOP2A CCNA2 ASPM CENPM KIF11 MKI67 CDK1 GMNN CENPF NUSAP1 BIRC5 ESPL1 CDC20 CENPE MCM2 MCM3 UBE2C MCM4 MCM6 CCNB2 NDC80 PLK1 RRM2 ZWINT RRM1 PCNA BUB1B SMC1A KIF18B MELK GNF2_SMC1L1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SMC1L1 UQCRC2 HNRNPK ELAC2 LMNB1 HNRNPF U2SURP POLA2 BANF1 EED PSIP1 DHX15 CENPM TCP1 NUP153 PTBP1 LAS1L MCM3 RBMX MCM5 PSME2 RRM2 SFPQ PSMA3 DLD SMC1A SNRPG GNF2_SMC2L1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SMC2L1 CKS1B FOXM1 TTK MYBL2 HMMR PRIM1 CDCA8 BUB1 TOP2A CCNA2 ASPM KIF11 CDK1 NUSAP1 CENPF CDC20 BIRC5 CENPE ESPL1 MCM3 SMC2 SMC4 MCM6 RFC3 CCNB2 RFC4 NDC80 ZWINT RRM1 PCNA CKS2 MT1JP KIF18B GNF2_SMC4L1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SMC4L1 HNRNPAB METAP2 PRC1 COPS3 E2F8 DTYMK SNRPD1 CBX3 TTK AURKA DEK PRIM1 CDCA8 MCM7 DKC1 DLGAP5 DNAJC9 H2AX CCNA2 TOP2A ASPM MRPL35 EXOSC8 KIF11 ANP32B DTL CDK1 USP1 ANP32E NUSAP1 MCM2 SRSF1 MCM3 MCM4 MCM5 RFC3 RFC4 NDC80 EIF2S1 ZWINT SERBP1 RRM1 BUB1B PCCB SNRPG SHCBP1 HMGB2 FOXM1 PCLAF HAT1 HMMR TYMS VRK1 POLE2 GAR1 FBXO5 ZWILCH FEN1 CKAP2 GINS1 GINS2 SSRP1 NUP153 RAD51AP1 MSH2 GMNN NASP CENPF CDC20 RACGAP1 SMC2 SMC4 SLBP FANCI PLK4 DHFR CCNB2 CKS2 SUPT16H PCNA TMPO KIF18B DUT GNF2_TST http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TST RARRES2 ALDH1L1 TKFC CYP2D6 ADH1C VTN CDHR5 AGXT FAH GSTM1 ZGPAT GSTM2 APOA1 MAT1A LCAT AKR7A3 HMGCL F12 F10 SERPING1 CYP1A2 CYP2E1 TAT SERPINF2 F2 RBP4 SLC38A3 CYP2B6 ALDOB APOC1 APOC2 ASL AHSG APOC4 APOC3 ALDH4A1 GNMT CYP2C9 CYP2C8 UPB1 CIDEB TST ATF5 HMGCS2 PON1 QPRT DCXR PON3 HABP2 NNMT ACOX2 HP ASGR2 ANG ITIH1 HAMP SERPINA4 ITIH4 PXMP2 GSTZ1 ITIH3 SARDH HPD SLC22A1 APCS SLC22A7 IGFALS SAA4 PROC C8G AMBP CYP27A1 SDS PKLR CYP2A6 SLC27A5 TFR2 ECHS1 SERPINC1 HSD17B6 HRG HGFAC ETFB ANGPTL8 CEBPA HPN CES2 CES1 FTCD CYP4F11 PCK2 PCK1 KHK CYP4A11 ORM1 HPX GAMT CYP4F2 SERPIND1 RDH16 TMEM176B ORM2 ABCC6 TMEM176A GNF2_XRCC5 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_XRCC5 PTGES3 HNRNPK XRCC5 UQCRC2 COPS2 HNRNPF SNRPD3 SYNCRIP SNRPD2 CCT3 ZNF207 NONO OSR1 TARDBP HNRNPU KPNB1 IFRD1 ABCE1 MRPL3 SSBP1 RAN MAGOH HSPB11 SRSF1 NCL PRPF4 SRSF3 TARS1 PSMA1 PA2G4 PSMA5 RARS1 PSMA4 EIF2S1 EIF4A1 PSMA3 CPSF6 MMADHC MAPRE1 MCTS1 SNRPE SNRPG DDX39B SRSF10 GNAI3 SEM1 SNRPB2 U2SURP RTRAF BANF1 SF3B2 RPA1 PSMB7 SUMO1 DHX15 NAE1 BUB3 PRPF40A SSRP1 SRP54 TCP1 HNRNPC RTCA ATP5PB GRSF1 RBMX CAPRIN1 PSMD14 ILF2 PSMD11 PSMC2 SFPQ POMP HNRNPA2B1 GNF2_AF1Q http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_AF1Q ADCY1 ASTN1 NCAN CLIP3 CSPG5 RTN1 TUBB ANK2 GPM6A GAD1 INA DYNC1I1 PTPRD GNAO1 STMN2 STMN4 KIF5C DCLK1 KIF3C RALYL MYT1L ATP9A MLLT11 GAP43 SOBP GNF2_ANK1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ANK1 GYPB GYPC ALAD GYPE TSPAN5 GYPA SNCA PPOX SELENBP1 PRDX2 UBAC1 GATA1 ALAS2 ANK1 TRAK2 NARF AHSP EIF1AY SLC22A4 SLC4A1 FOXO3 H1-0 MINPP1 OSBP2 BSG FECH ICAM4 MPP1 NUDT4 HMBS CLIC2 ERMAP EIF2AK1 RHCE CTSE CA2 CA1 UROD SPTB GLRX5 RAD23A KEL TSPO2 XK TRIM10 GCLM TMCC2 TAL1 RNF123 H4C3 CROCCP2 ACSL6 FBXO7 TFDP1 HBD NFE2 EPB42 SLC12A3 MAP2K3 RHD MARCHF8 RHAG CDC27 SLC6A8 HEBP1 BNIP3L BLVRB HBQ1 KAT2B SPTA1 DCAF11 XPO7 KLF1 RANBP10 GNF2_ANP32B http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ANP32B PTGES3 HNRNPAB SRI HMGB1 HMGB2 HMGN2 COPS3 VBP1 CBX3 HAT1 DEK SUMO2 VRK1 CEP57 HTRA2 GAR1 DNAJC9 HNRNPU TRA2B GTPBP1 EXOSC8 NUP153 NUDT1 ANP32B USP1 ANP32E PTBP1 SRSF1 SRSF3 MCM5 SRSF2 SMC4 SUZ12 SERBP1 DUT PRPS1 GNF2_APEX1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_APEX1 HMGN1 HNRNPAB XPO1 HMGN2 SNRPD3 HINT1 LSM7 SNRPD1 EIF3A SYNCRIP HNRNPR PTMA NONO SRSF7 DKC1 H2AZ2 TARDBP HNRNPU H2AZ1 U2AF1 EIF3D EED LSM5 ATP5MG IMPDH2 PABPN1 KHDRBS1 EXOSC8 ANAPC5 USP1 PTBP1 MRPL9 TOPBP1 SRSF1 EIF3L NCL NOP56 MCM5 SRSF3 SRSF2 SUZ12 PDS5A HNRNPA1 PSMA6 MTF2 SERBP1 COMMD3 NOL11 CPSF6 SLC7A5P1 SRP72 WDR41 NUP43 SNRPE WDR46 FUS SRSF10 HMGB1 U2SURP ATP5MC2 RTRAF DIMT1 SF3B3 SUMO2 TCERG1 CHD1L POLE3 MRPL16 DHX15 TRA2B BTF3 RPL4 APEX1 ARMCX6 HNRNPC GRSF1 SSB RBMX FBL ZNF22 PPIH ILF2 NOLC1 PPIA SFPQ SUPT16H ATP5F1A PES1 NOP14 DUT GNF2_BUB1B http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_BUB1B TTK AURKA AURKB CDCA8 MRPL39 CCNA2 TOP2A ASPM KIF14 KIF11 ESPL1 MCM2 MCM3 UBE2C MCM4 NCAPD2 PA2G4 NDC80 SPAG5 NUP205 RRM2 ZWINT RRM1 BUB1B MELK LMNB1 CEP55 HMMR TYMS CSE1L BUB1 ASF1B HELLS GINS1 TCP1 CENPM NASP GMNN CDC20 RACGAP1 SMC4 FANCI HJURP CCNB2 PLK1 POLD1 PCNA PAICS KIF20A GNF2_CASP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CASP1 S100A4 AIF1 TLR2 OTULINL IQGAP1 TLR8 CFP APOBEC3A MYD88 LILRA1 CD44 LILRA2 LILRA6 CLEC4A VNN1 MX2 KRR1 NCF2 CPPED1 BST1 ADA2 JUNB LILRB1 IGSF6 LILRB2 ARPC1B ARRB2 LILRB3 CD33 MNDA FBXL5 TNFAIP2 LST1 MCL1 FGR FKBP15 PPT1 ITGB2 DAZAP2 ITGAM TMEM127 GMIP FCER1G FGL2 STX11 TYROBP MAFB MYO1F TKT NAAA RGS2 CHST15 CNPY3 THEMIS2 IER2 SKAP2 FES ACAP2 AP1S2 EVI2A AOAH EVI2B CASP1 PLCB2 RHOG IFNGR1 DPEP2 PILRA FMNL1 CSGALNACT2 TYMP ZDHHC7 RAB5IF CTSS PRKCD HSD17B11 CD86 NOD2 AL159141.1 USP3 CCR1 MFSD1 TNFRSF1B MAP3K3 IL10RA HK3 FCN1 PYCARD PSTPIP1 MS4A6A PLBD1 TCIRG1 TBXAS1 PSAP SELL HCLS1 HCK SAMHD1 COTL1 CPVL GABARAP NAIP CD1D PLSCR1 CYBB DUSP1 GMFG PECAM1 SH3BGRL3 CD302 CMTM6 GNF2_CASP4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CASP4 TCIRG1 SELL ELF4 HCLS1 ICAM3 HLA-B DAZAP2 WAS HSD17B11 IQGAP1 B2M STAT6 ACTR2 ZFP36L2 LAPTM5 CASP4 ARPC3 GMIP GMFG PSTPIP1 SH3BGRL3 TUT7 CMTM6 AL159141.1 GNF2_CASP8 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CASP8 ITGAL STK38 STK10 C11orf21 HECA AC004151.1 SNRK CASP8 FYB1 TMC6 PTPRC CYTH1 GIMAP4 GIMAP6 MBNL1 ATM DDX58 BTN3A1 RNF44 CYTIP TRAF3IP3 PARP8 SEMA4D BTN3A3 BIN2 BTN3A2 LCP2 GNF2_CBFB http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CBFB PSMB10 POLR2G MFNG HNRNPF CNOT7 CBFB NONO DOCK2 EIF3D SRRM1 AIMP1 RCHY1 INPP5D CSK KHDRBS1 TAOK3 FAM111A IFI16 RBMX PSMB8 HNRNPDL PSMA1 FNBP1 HDAC1 RNF4 ZC3H15 MAPRE1 RBM15 ZBTB1 LCP1 GNF2_CD14 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CD14 TLR2 IFI30 SLC7A7 CFP LILRA1 AP1S2 CD93 LILRA3 SULT1A1 HK3 FCN1 VNN1 FGL2 STX11 MS4A6A PLBD1 SCO2 TYROBP TBXAS1 TYMP PSAP MAFB HCK CTSS CD1D RNF130 LILRB2 RGS2 DUSP1 NOD2 LILRB3 CD33 CD302 TNFAIP2 CD14 GNF2_CD1D http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CD1D AIF1 TLR2 SLC7A7 CFP FOS TNFRSF1B LILRA1 AP1S2 LILRA3 HK3 FCN1 PYCARD LILRA6 CLEC4A VNN1 FGL2 STX11 CASP1 MS4A6A PLBD1 TYROBP TBXAS1 TYMP CPPED1 PSAP MAFB HCK ADA2 CTSS COTL1 CPVL CD1D IGSF6 LILRB2 RNF130 CYBB CD86 DUSP1 RGS2 NOD2 LILRB3 CD33 CD302 TNFAIP2 CD14 GNF2_CD33 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CD33 IER2 TLR2 FES TLR8 VCAN SLC7A7 CFP FOS LILRA1 AP1S2 CD93 LILRA3 LILRA6 CLEC4A VNN1 CASP1 BST1 CPPED1 ADA2 CTSS CD163 LILRB2 RNF130 NOD2 CD33 LILRB3 TNFAIP2 NLRP3 IFI30 MFSD1 PPT1 HK3 FCGR1A FCN1 PYCARD FGL2 STX11 MS4A6A PLBD1 TYROBP TBXAS1 MAFB LGALS2 CPVL NAIP CD1D CYBB RGS2 DUSP1 CD302 CD14 DUSP6 GNF2_CD48 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CD48 PSMB10 SIPA1 SASH3 CD53 SP110 TAPBP STAT6 CD48 DOCK2 LAPTM5 RAC2 LIMD2 INPP5D CSK ARHGDIB PTPRC PTPN6 HCLS1 HLA-A CORO7 HLA-C PHF11 HLA-B MBD2 HLA-E VAV1 PSMB8 HLA-F TRIM38 CORO1A TNFAIP8 GRK6 GNF2_CD53 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CD53 ELF4 SASH3 CD53 B2M TAPBP ACTR3 CD48 ACTR2 MYD88 PAK2 GIT2 CSK TUT7 FMNL1 CYBC1 PIK3CD HLA-A CORO7 HLA-C IFI16 HLA-B HLA-E WAS HLA-G HLA-F PSME1 CYTIP LRCH4 LCP1 PSMB10 OSTF1 MFNG CRLF3 GPSM3 SP110 FXYD5 STAT6 DOCK2 LAPTM5 RAC2 WIPF1 TAP1 LIMD2 INPP5D ARHGDIB PTPN6 PTPRC SELL HCLS1 PHF11 TRIM22 VAV1 PSMB8 PSMB9 LSP1 CORO1A RPS6KA1 GRK6 GNF2_CD7 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CD7 PLAAT4 ITGAL PRF1 NPRL2 KLRC3 TBX21 CD247 KLRK1 RORA CCL4 CD96 MYOM2 ZAP70 KLRF1 KLRD1 RUNX3 CD7 KLRB1 IL2RB PTGER2 ABHD17A IL18RAP GIMAP6 GZMA GNLY PTPN4 CD160 KIR2DS2 PRKCH GZMH SUN2 CTSW GZMM CST7 PTGDR NKG7 BTN3A3 ARL4C XCL2 GNF2_CD97 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CD97 ITGAL OSTF1 CD244 ADCY7 STK38 LITAF ELF4 STK10 GPR65 ITGB2 IQGAP1 EFHD2 APOBR ADGRE5 IL10RA AOAH CLEC2B PSTPIP1 ADAM8 TUT7 SELPLG PTPRC PTGER2 GIMAP6 PTGER4 MYO1F HLA-E HLA-G HLA-F DOK2 ID2 CYTIP CD300A CX3CR1 JAK1 RAP1B BIN2 AL159141.1 GNF2_CDC27 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CDC27 GYPB GYPC ALAD GYPE GYPA SELENBP1 PPOX UBAC1 TOP1 ALAS2 ANK1 HTRA2 TRAK2 DNAJC9 NARF AHSP EIF1AY SLC22A4 SLC4A1 PSMD9 MINPP1 FECH NUDT4 HMBS MARK3 ERMAP RCL1 DCUN1D1 EIF2AK1 RHCE CTSE RBM38 CA2 UROD SPTB GLRX5 GCLC RAD23A HDGF XK TRIM10 GCLM RBX1 TAL1 CROCCP2 RPIA TFDP1 FBXO7 EPB42 MAP2K3 RHAG CDC27 TFRC BLVRB BNIP3L HBQ1 SPTA1 DCAF11 XPO7 KLF1 GNF2_CDH11 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CDH11 FKBP9 PXDN COL3A1 FSTL1 SERPINH1 CALU SRPX SERPINE1 COL6A2 COL6A1 LOXL2 LAMB1 PTX3 THBS2 LOXL1 FN1 FBN1 RAI14 COL5A2 COL5A1 GFPT2 COL1A2 LAMC1 COL1A1 CDH11 GNF2_CDH3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CDH3 UPP1 AHNAK2 SFN CDH3 GPR87 ANXA8 LAMB3 COL17A1 ALDH1A3 FGFBP1 S100A2 CLCA2 GJB3 GJB5 FERMT1 S100A14 ANXA3 PTHLH TP63 AMIGO2 KRT19 LAMA3 KRT17 SERPINB5 F3 LAMC2 AREG GNF2_CDKN1C http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CDKN1C HSD3B1 HSD17B1 ALPP TIMP2 KISS1 SEMA3B CYP19A1 CAPN6 MAFF SVEP1 EGFL6 PSG2 PSG3 PSG1 MAN1C1 GH2 CDKN1C LEP PSG9 GCM1 PSG7 PSG5 PSG4 CRH PAPPA2 ADAM12 GDF15 GNF2_CEBPA http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CEBPA MASP2 CYP2D6 ADH1C HP AGXT GSTM1 ASGR1 ASGR2 HAMP ITIH1 MAT1A ANG LCAT SERPINA4 ITIH4 HPD SLC22A1 APCS SAA4 IGFALS SERPING1 CYP1A2 CYP2E1 PROC C8G AMBP CYP27A1 SDS SERPINF2 F2 CYP2A6 SLC27A5 RBP4 SLC38A3 APOC1 ECHS1 APOC2 ASL GALK1 APOC4 APOC3 HSD17B6 HRG HGFAC CEBPA HPN CES1 CYP2C9 CYP2C8 UPB1 FTCD CIDEB CYP4F12 TST ADI1 ORM1 HPX SERPIND1 RDH16 ORM2 DCXR TMEM176B TMEM176A NNMT GNF2_CKS1B http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CKS1B CKS1B AURKB RPA3 IARS1 KIF2C CDCA8 ATIC BUB1 RANBP1 ASF1B CCNA2 ASPM TRIP13 MRPL35 TCP1 KIF11 RAN TPX2 CENPE ESPL1 BIRC5 CDC20 MCM3 RNASEH2A UBE2C SMC2 GMPS MCM6 NCAPD2 PA2G4 RFC3 RFC4 CCT4 NDC80 PAICS MELK KIF20A GNF2_CKS2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CKS2 HNRNPAB METAP2 PRC1 SNRPD1 TTK CCT2 PTTG1 DLGAP5 CCNA2 TOP2A ASPM CDCA3 MRPL35 DTL CDK1 NUSAP1 MCM2 MCM4 RFC3 RFC4 NDC80 ZWINT RRM1 SHCBP1 HMGB2 FOXM1 PCLAF HMMR RPA3 TYMS VRK1 FEN1 CKAP2 GINS1 GINS2 GMNN CENPF BIRC5 CDC20 CENPE RACGAP1 SMC2 SMC4 SLBP FANCI PLK4 CCNB2 PCNA CKS2 KIF20A GNF2_CYP2B6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_CYP2B6 CYP2D6 AGXT HAMP MAT1A ANG LCAT ITIH4 SLC22A1 HPD F12 APCS FBP1 SAA4 IGFALS SERPING1 CYP2E1 CYP1A2 TAT C8G PROC CYP27A1 SERPINF2 SDS F2 CYP2A6 SLC27A5 CYP2B6 APOC1 ASL FCN3 APOC4 HSD17B6 HRG HGFAC GCHFR HPN CES1 CYP2C9 CYP2C8 UPB1 C4BPA TST ORM1 HPX RDH16 ORM2 DCXR ABCC6 NNMT GNF2_DAP3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_DAP3 RPL17 RPL19 LSM8 RPL14 SNRPD3 SNRNP200 HNRNPR CNOT7 SRP19 INTS8 SRSF7 ATG5 TARDBP HNRNPU EIF3D EIF3E SRRM1 DDX21 RPL12 IFRD1 RPL35A PRICKLE4 MAGOH PTBP1 SRSF1 SRSF3 SRSF2 UXT PSMA1 HNRNPA1 RPS16 RPS17 RNF138 SRP72 SNRPE UBA52 DDX39B NSA2 CDV3 COX7C RTRAF PSMA7 KARS1 DDX46 RPS28 PSMB1 RPL7 RPS29 RPL6 RPL9 RPL3 TRA2B BTF3 RPL5 RPL4 RPL7A RPS23 RPS24 RPSA RPL23A ABCB7 RPS6 RBMX RPS8 RPS7 PPIH HDAC1 PPIA PNRC2 DDX50 RWDD1 RPL37A HSPA14 DAP3 GTF3A EIF3K RPS2 PTMA ZNF207 RPS3 UTP3 RPS3A ATP5MG KHDRBS1 EXOSC8 EIF3L RPL41 COMMD3 CPSF6 NOL11 SLC7A5P1 PPP6C MAPK1IP1L NACA RPL27A ATP5MC2 RPL37 RPL38 RPL39 CCDC59 SUMO2 RPL32 RPL31 DHX15 GDI2 HNRNPC ATP5PB RPL27 RPL24 FBL PAPOLA PSMD13 RPL23 TMA7 RPL22 RPL13A PPP1R8 RBM15 GNF2_DDX5 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_DDX5 TAF1C UBXN4 ADCY7 STK38 ZXDC RBM5 ARHGAP4 SRSF6 AC004151.1 ACTR2 SRSF5 VPS13C VPS16 ZNF394 TTC31 IK WASHC2C CSNK1G2 KDM5A CCNL1 MBD4 MBNL1 MBD1 TYK2 HNRNPDL BNIP2 RBM39 CDV3 NACA ATG12 BPTF SNX6 YPEL5 ADPGK HECA RSRC2 SF3B1 NIPBL DDX3X UFM1 TRAPPC8 RPL34 STX16 CHD1 SCAF11 RBM22 PTPRC YTHDC1 PHF11 NXF1 ITGA4 DDX5 UBP1 TRIM22 BIRC2 MSL1 PAPOLA CRBN RSRP1 H3-3B SETD2 IKBKB SCAF8 GNF2_DEK http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_DEK PTGES3 HNRNPAB XPO1 COPS3 SNRPD1 VBP1 EIF3A CBX3 HNRNPR DEK HNRNPM RAD21 DKC1 TARDBP HNRNPU STAG2 ZCCHC8 EXOSC8 ANP32B USP1 PTBP1 ANP32E TOPBP1 HSPB11 SRSF1 NCL MCM5 SRSF3 SRSF2 SUZ12 PDS5A SERBP1 CPSF6 SLC7A5P1 SRP72 SRI HMGB1 HMGB2 U2SURP HAT1 RPA1 SUMO2 VRK1 CEP57 NUP50 DHX15 TRA2B NUP153 SSB SNW1 RBMX SMC4 SLBP PAPOLA SFPQ TDG DUT GNF2_DENR http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_DENR XPO1 EIF3A HNRNPR SYNCRIP SRP19 PTMA SMNDC1 INTS8 COPB1 TARDBP ZNF146 HNRNPU BRD8 KHDRBS1 PABPN1 EXOSC8 MRPL9 HSPB11 TOPBP1 PDS5A HNRNPA1 CPSF6 SLC7A5P1 SRP72 ZC3H15 FUS MAPK1IP1L MTDH MRPS10 DIMT1 CCDC59 SUMO2 DDX47 TRA2B HNRNPH3 BCAS2 MPHOSPH10 SSB DENR RBMX ZNF22 PAPOLA PSMC6 PPIH PPIA DDX50 RWDD1 SPCS2 RBM15 GNF2_DNM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_DNM1 SLC22A17 SYT1 PNMA2 SNCB NUAK1 ARNT2 TSPAN7 NAP1L3 CLIP3 NAP1L2 GABBR2 ATP2B2 DIRAS2 SLC1A3 MAPT SV2B RAB6B SV2A GNG3 KCNQ2 RUNDC3A TYRO3 PHYHIP NMNAT2 CA11 KIF5C STXBP1 PSD3 BSN ARHGEF9 RPH3A NPTXR EPB41L1 VSNL1 VAMP2 GAP43 FAIM2 SH3GL2 TMEM59L CAMTA1 RAB3A SNAP91 CTNND2 ATP6V1G2 ZNF365 NRN1 TAGLN3 FXYD7 AMPH PGBD5 CORO2B SULT4A1 SYN1 NDRG4 PREPL CAMK2B CAMK2A SNAP25 EHD3 OLFM1 GDI1 GABRA1 MAP1A SYT11 SLC12A5 RALYL CAMK2N1 SLC17A7 RCAN2 YWHAH RBFOX1 CHN1 RGS7 DNM1 GNF2_EGFR http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_EGFR HSD3B1 HSD17B1 TIMP2 ALPP KISS1 PAGE4 PAPPA FBN2 CYP19A1 EGFR CAPN6 MAFF SVEP1 PLAC1 PSG2 PSG3 PSG1 GH2 SDC1 PSG9 GCM1 PSG7 PSG6 PSG5 PSG4 LGALS14 CRH SERPINB2 TFAP2A PAPPA2 ADAM12 GDF15 GNF2_EIF3S6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_EIF3S6 HMGN1 RPL18 RPL17 RPL36A RPL19 RPL14 RPL13 LSM7 RPL15 RPLP2 CNOT7 INTS8 SRSF7 EIF3D SRRM1 FAU EIF3E RPL11 RPL12 EIF3H EIF3F RPL36AL RPL35A ST13 UXT HNRNPA1 RPS18 RPS19 RPS16 RPS17 RPS14 RPS15 RPS12 RPS13 RPS10 UBA52 NSA2 CDV3 EEF1B2 COX7C MTIF2 KARS1 RPS25 DDX47 RPS28 RPL7 RPS29 RPL6 RPL9 NPM1 RPL8 RPL3 BTF3 PABPC3 RPL5 AIMP1 RPS20 PABPC1 RPL7A RPL10A RPL4 RPS21 RPS23 RPS24 RPSA RPS9 RPL23A RPS6 RPS8 RPS7 EIF4B RPL18A PNRC2 DDX50 RACK1 DAP3 GTF3A NAP1L1 EIF3K RPS2 PTMA RPS3 RPS3A ATP5MG POLR1D SLC25A6 RPS4X RBBP6 EIF3L TAF1D RPL41 EEF1G NOL11 SLC7A5P1 PMPCB UQCRB NACA RPL35 RPL27A RPL36 RPL37 ATP5MC2 RPL38 RPL39 CCDC59 RPL30 RPL32 RPL31 RPL34 GDI2 RPL27 RPL24 FBL RPL28 RPL29 PAPOLA RPL23 RPL13A RPL22 RPL21 GNF2_ELAC2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ELAC2 HNRNPK SRSF10 FUS ELAC2 HNRNPF U2SURP SNRNP200 HNRNPR SART3 BANF1 HNRNPM SF3B2 RPA1 DDX47 DDX18 TARDBP EED DHX15 DDX21 KPNB1 ZCCHC8 PRPF40A PABPN1 PRPF31 SRP54 EXOSC8 HSPB11 LAS1L SRSF1 RBMX PSMA1 PDS5A NMT1 PSMC6 NAA15 NUP62 HDAC1 PSME2 SFPQ SMARCA5 CPSF6 SLC7A5P1 ZC3H15 SMC1A NOP14 GNF2_FBL http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_FBL HMGN1 RPL17 XPO1 RPL19 LSM8 RPL14 HNRNPF RPL13 SNRPD3 LSM7 RPL15 SNRNP200 HNRNPD HNRNPR SYNCRIP SNRPD2 CNOT7 NONO SRSF7 TARDBP EIF3D EIF3E SRRM1 RPL12 RBM10 EIF3H RBM12 PABPN1 RPL35A EIF2S3 SRSF1 SRSF3 SRSF2 ST13 SUZ12 UXT HNRNPA1 RPS19 RPS16 RPS17 RPS15 RPS12 RPS10 SNRPE DDX39B NSA2 EEF1B2 NOC3L COX7C RTRAF MTIF2 KARS1 RPS25 TCERG1 RPL7 RPS29 RPL6 RPL9 NPM1 RPL8 RPL3 BTF3 TRA2B AIMP1 RPL5 RPS20 RPL10A RPL7A RPL4 RPS21 RPS23 RPSA RFX5 RPL23A RPS6 RBMX RPS8 RPS7 EIF4B PPIH HDAC1 PPIA DDX50 HSPA14 RACK1 DAP3 GTF3A HINT1 NAP1L1 RPS2 PTMA RPS3 UTP3 DKC1 KPNB1 KHDRBS1 EXOSC8 POLR1D NOL7 SF1 MRPL9 UBE2I HSPB11 RPS4X RBBP6 EIF3L NCL TAF1D NOL11 CPSF6 EEF1G SLC7A5P1 RRP1B PMPCB SRSF10 NACA U2SURP RPL35 RPL36 RPL37 ATP5MC2 RPL38 DIMT1 CCDC59 PUM3 RPL32 NUP210 MRPL16 DHX15 NAE1 APEX1 NSUN5 HNRNPC RPL27 RPL24 FBL RPL28 POLR3E KANSL2 PWP1 RPL29 RPL13A RPL22 HNRNPA2B1 RBM15 GNF2_FGR http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_FGR S100A4 THEMIS2 FGR AIF1 IFI30 ITGB2 ITGAM CFP EFHD2 TNFRSF1B LILRA1 TMEM127 GMIP AOAH PYCARD FCER1G FGL2 CASP1 RHOG TYROBP TCIRG1 HCK RGS19 CTSS COTL1 LILRB2 ARPC1B RGS2 LILRB3 SH3BGRL3 CMTM6 AL159141.1 GNF2_FOS http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_FOS SCPEP1 IER2 NLRP3 NFKBIA MFSD1 OTULINL FES VCAN CFP FOS AP1S2 LILRA1 TPP1 HK3 FCN1 PYCARD LILRA6 FGL2 STX11 MS4A6A PLBD1 ZFP36 MAFB CPPED1 LGALS2 ADA2 CTSS CPVL NAIP CD163 CD1D RNF130 LILRB2 CYBB DUSP1 NOD2 CD33 CAPG CD302 KLF4 DUSP6 GNF2_G22P1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_G22P1 UTP18 SNRPD3 XRCC6 RBM4 RTRAF WBP11 KARS1 ZNF207 SUMO2 PSMB7 PSMB1 RPL26L1 DHX15 U2AF1 TRA2B EIF3B PSMD4 TRMT112 KHDRBS1 PABPN1 EXOSC8 PTBP1 SAP18 MRPL9 UBE2I PSMG2 SRSF3 ILF2 PSMA6 NUP62 EIF4A1 CPSF6 SLC7A5P1 SNRPC PES1 GNF2_GLTSCR2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_GLTSCR2 RPL18 NOP53 RPL19 EEF1B2 RPL13 RPL35 RPLP2 RPL38 RPL30 RPS27 RPS29 RPL34 RPLP1 RPL3 FAU RPL12 RPS21 RPL35A ARHGEF18 RPS9 RPL23A RPL28 RPS19 RPS16 RPL18A RPL13A RPS14 RPS15 EEF1G RPS10 EEF1D GNF2_HCK http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_HCK S100A4 THEMIS2 AIF1 S100A9 SPI1 TLR2 TLR8 SLC7A7 CFP APOBEC3A LILRA1 AP1S2 CD93 LILRA2 LILRA3 EVI2A SULT1A1 LILRA5 FRAT1 LILRA6 CLEC4A VNN1 EVI2B CASP1 IFNGR1 RHOG DPEP2 PILRA C5AR1 TYMP NCF2 LY96 BST1 ADA2 STXBP2 CTSS HSD17B11 IGSF6 LILRB1 LILRB2 RNF130 ARRB2 NOD2 LILRB3 FBXL5 MNDA SDCBP TREM1 TNFAIP2 LST1 FGR MCL1 ZNF467 CCR1 FPR1 ITGB2 PPT1 NAGK TNFRSF1B TMEM127 ITGAX GMIP HK3 FCN1 PYCARD FCER1G CDA FGL2 UBE2D1 STX11 MS4A6A PLBD1 TYROBP SECTM1 TBXAS1 PSAP HCK MYO1F COTL1 CPVL GABARAP CD1D CYBB TNFSF10 RGS2 PECAM1 SH3BGRL3 DPYD CLEC7A FCGR2A CHST15 CD302 CMTM6 CD14 GNF2_HLA_C http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_HLA_C PSMB10 ELF4 PRR13 SIPA1 GPSM3 SASH3 ARF6 CD53 FXYD5 TAPBP B2M STAT6 CD48 AC004151.1 MAX TSC22D3 LAPTM5 RAC2 TAP1 INPP5D SUSD6 ARHGDIB PTPN6 PTPRC HCLS1 CYBC1 HLA-A PSD4 HLA-C PHF11 CORO7 HLA-B HLA-E WAS TRIM22 VAV1 HLA-G HLA-F CYBA CORO1A CYTIP PNRC1 IRF1 GRK6 LRCH4 SERP1 AL159141.1 GNF2_HMMR http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_HMMR PRC1 FOXM1 E2F8 TTK AURKA AURKB HMMR TYMS CDCA8 DLGAP5 BUB1 CCNA2 TOP2A ASPM FEN1 CDCA3 GINS2 KIF11 MKI67 CDK1 GMNN CENPF NUSAP1 BIRC5 ESPL1 CENPE CDC20 MCM2 UBE2C SMC2 MCM4 SMC4 RFC3 PLK4 CCNB2 NDC80 PLK1 RRM2 ZWINT RRM1 CKS2 PCNA BUB1B MELK KIF18B SHCBP1 KIF20A GNF2_HPN http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_HPN RARRES2 ALDH1L1 MASP2 TKFC CYP2D6 ADH1C VTN CDHR5 AGXT FAH GSTM1 GSTM2 ZGPAT APOA2 APOA1 MAT1A LCAT APOF APOH AKR7A3 HMGCL F12 F10 SERPING1 CYP2E1 CYP1A2 TAT SERPINF2 F2 RBP4 SLC38A3 ASS1 CYP2B6 ALDOB APOC1 APOC2 ASL AHSG APOC4 APOC3 PEMT ALDH4A1 GNMT UGT2B28 SPP2 CFB CYP2C9 UPB1 CYP2C8 CIDEB TST ATF5 HMGCS2 SLC25A10 PON1 PRODH2 QPRT PON3 DCXR HABP2 NNMT ACOX2 HP ASGR2 ITIH1 HAMP SERPINA6 ANG SERPINA4 ITIH4 GSTZ1 PXMP2 ITIH3 SARDH SLC22A1 HPD APCS SLC22A7 SAA4 IGFALS PROC C8G C8A AMBP C8B CYP27A1 SDS CYP2A6 SLC27A5 TM4SF5 C3 C6 ADH6 ECHS1 CPN2 PIPOX SERPINC1 HAAO HSD17B6 HRG HGFAC ANGPTL8 CEBPA SHMT1 CES2 HPN CES1 FETUB FTCD CYP4F11 C4BPB CYP4F12 C4BPA PCK2 TMPRSS6 PLG GJB1 HPR SLC10A1 PCK1 KHK CYP4A11 ORM1 HPX ZG16 GAMT CYP4F2 SERPIND1 RDH16 ORM2 TMEM176B ABCC6 TMEM176A GNF2_ICAM3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ICAM3 LST1 GPSM3 ITGB2 DAZAP2 SLA APOBR STAT6 ACAP2 MAX CASP4 TMEM127 GMIP PSTPIP1 GIT2 EVI2B ADAM8 TUT7 DPEP2 FMNL1 TXNIP PTPN6 PTPRC SELL HCLS1 ICAM3 MYO1F HLA-E WAS HSD17B11 HLA-G HLA-F ARHGAP25 ARRB2 GMFG IRF1 RIPOR2 SH3BGRL3 EMP3 AL159141.1 GNF2_IGF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_IGF1 ADH1C MAT1A HAMP APOC4 ITIH4 HSD17B6 HRG HGFAC SLC22A1 APCS CYP2C9 CYP2C8 IGF1 IGFALS SERPING1 CYP1A2 CYP2E1 C8G ORM1 SDS F2 CYP2A6 RDH16 ORM2 SLC27A5 NNMT GNF2_IGFBP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_IGFBP1 HSD3B1 HSD17B2 HSD17B1 ALPP TIMP2 TAC3 KISS1 GPC3 PAGE4 PAPPA EBI3 CYP19A1 CAPN6 SVEP1 EGFL6 PLAC1 PSG2 PSG3 IGF2 PSG1 MMP11 LEP GH2 PSG9 GCM1 PSG7 PSG6 PSG5 LGALS14 PSG4 CRH PAPPA2 IGFBP1 ADAM12 GDF15 GNF2_IL2RB http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_IL2RB S1PR5 PRF1 TTC38 CD244 KLRC3 TBX21 CD247 CCL4 MYOM2 GNPTAB KLRF1 SPON2 KLRD1 RUNX3 MATK CD7 IL2RB PTGER2 IL18RAP ABHD17A GZMA GNLY LAIR2 PTPN4 CD160 KIR2DS2 PRKCH KIR2DS4 GZMH RAB29 SUN2 NCR3 CTSW ASCL2 GZMM CST7 PTGDR ADGRG1 CX3CR1 KIR3DL3 KIR2DL1 NKG7 ARL4C XCL2 KIR3DL1 KIR3DL2 GNF2_INPP5D http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_INPP5D PSMB10 MFNG CDV3 ELF4 STK10 SIPA1 SASH3 ARF6 CD53 CBFB TAPBP ACTR3 CD48 STAT6 LAPTM5 RAC2 WIPF1 TAP1 INPP5D CSK ARHGDIB CSNK1G2 HCLS1 KDM5A CYBC1 HLA-A PSD4 PHF11 HLA-C IFI16 HLA-B HLA-E VAV1 WAS HLA-G PSMB8 HLA-F CORO1A PSME1 RNF4 CYTIP GRK6 RAP1B GNF2_ITGAL http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ITGAL PLAAT4 NPRL2 ADCY7 STK38 ADGRE5 AC004151.1 CD96 CASP8 VPS16 KLRB1 ARHGEF3 PTGER2 PRKCH MBNL1 SUN2 SIGIRR CTSW HLA-F GZMM BTN3A1 CYTIP SEMA4D BTN3A3 BTN3A2 ARL4C BIN2 LCP2 ITGAL STK10 SIPA1 CD247 GPR65 C11orf21 KLRK1 SNRK CLEC2B RASGRP1 ZAP70 SYNRG CD7 CYTH1 TMC6 PTPRC ABHD17A GIMAP6 PTPN4 DDX58 CBLB DUSP2 FYN RASSF1 TRAF3IP3 PARP8 JAK1 RAP1B GNF2_ITGB2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ITGB2 S100A4 THEMIS2 AIF1 ELF4 IQGAP1 APOBR EFHD2 ADGRE5 ACAP2 LILRA1 MYD88 AOAH MSN CASP1 ADAM8 TUT7 PLCB2 RHOG RAB27A DPEP2 FMNL1 PTGER4 ICAM3 ADA2 WAS HSD17B11 DOK2 ARRB2 FBXL5 BIN2 AL159141.1 OSTF1 LST1 FGR MCL1 ITGB2 ITGAM TNFRSF1B TMEM127 GMIP ITGAX IL10RA PSTPIP1 PYCARD FCER1G SELPLG TYROBP TCIRG1 HCK HCLS1 MYO1F RGS2 GMFG PECAM1 IRF1 SH3BGRL3 CMTM6 GNF2_JAK1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_JAK1 ITGAL PLAAT4 GSAP STK38 STK10 PPP2R5C CD247 GPR65 ADGRE5 SNRK CLEC2B KLRB1 CYTH1 ARHGEF3 PTPRC PTGER2 ABHD17A PTPN4 PRKCH RAB29 HLA-E SUN2 CTSW NCR3 CYTIP FYN RASSF1 JAK1 RAP1B BTN3A3 BIN2 ARL4C GNF2_KISS1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_KISS1 CSH1 INSL4 KISS1 PAGE4 PAPPA SEMA3B EBI3 EGFR EGFL6 PSG2 PSG3 LGALS13 PSG1 MMP11 PSG9 PSG7 PSG6 PSG5 PSG4 LGALS14 VGLL1 TFAP2A ADAM12 HSD3B1 HSD17B1 TIMP2 ALPP TAC3 RHOBTB1 FBN2 CRIM1 CYP19A1 CAPN6 MAFF SVEP1 PLAC4 PLAC1 MAN1C1 GH2 CDKN1C LEP AOC1 SLC16A4 GCM1 CRH PAPPA2 IGFBP1 GDF15 GNF2_KPNB1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_KPNB1 HNRNPK UQCRC2 XRCC5 COPS2 HNRNPF SNRPD3 SNRNP200 SYNCRIP HNRNPR CNOT7 HNRNPM SRSF7 DDX18 MAP3K4 TARDBP HNRNPU EED EIF3D PSIP1 TPR KPNB1 PABPN1 KHDRBS1 PRPF31 EXOSC8 SSBP1 DARS1 USP1 MAGOH HSPB11 TOPBP1 LAS1L SRSF1 NCL SRSF3 SUZ12 PSMA1 PDS5A SMARCA5 CPSF6 NOL11 RNF138 ZC3H15 SNRPE SRSF10 ELAC2 NOC3L U2SURP RTRAF SF3B2 PUM3 DDX47 CEP57 DHX15 NAE1 AIMP1 BUB3 PRPF40A SRP54 NUP153 OARD1 TSN RBMX FBL SMC3 PPIH WDR61 NAA15 HDAC1 SFPQ NOP14 ZBTB1 GNF2_LCAT http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_LCAT RARRES2 ALDH1L1 MASP2 CYP2D6 TKFC ADH1C VTN AGXT CDHR5 FAH GSTM1 ZGPAT GSTM2 APOA2 APOA1 MAT1A LCAT APOF AKR7A3 HMGCL F12 F10 SERPING1 CYP2E1 CYP1A2 TAT SERPINF2 F2 RBP4 SLC38A3 CYP2B6 APOC1 APOC2 ASL AHSG APOC4 APOC3 PEMT ALDH4A1 GNMT SPP2 CFB CYP2C9 UPB1 CYP2C8 CIDEB TST ATF5 HMGCS2 SLC25A10 PON1 DCXR PON3 HABP2 NNMT ACOX2 HP ASGR2 HAMP ANG ITIH1 SERPINA4 ITIH4 GSTZ1 PXMP2 ITIH3 SARDH HPD SLC22A1 APCS SLC22A7 SAA4 IGFALS C8G PROC C8A AMBP CYP27A1 SDS PKLR CYP2A6 SLC27A5 TM4SF5 C3 C6 TFR2 ADH6 ECHS1 CPN2 PIPOX HAAO SERPINC1 HSD17B6 HRG HGFAC ANGPTL8 CEBPA CES2 HPN CES1 FETUB FTCD CYP4F11 C4BPB CYP4F12 C4BPA TMPRSS6 GJB1 HPR PCK1 SLC10A1 KHK CYP4A11 ORM1 HPX ZG16 GAMT CYP4F2 SERPIND1 RDH16 ORM2 TMEM176B ABCC6 TMEM176A GNF2_LYN http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_LYN CNPY3 HLA-DRB1 SNX2 SP110 DAZAP2 HLA-DMB SKAP2 HLA-DMA STAT6 MYD88 LAPTM5 ARPC3 RNASET2 WASHC4 GIT2 SYK PTPN6 LYN SELL ERP29 WAS CYBA LAT2 LTA4H CMTM6 SERP1 HLA-DRA GNF2_MAP2K3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MAP2K3 GYPB MKRN1 GYPC ALAD GYPE SNCA GYPA PPOX SELENBP1 UBAC1 TOP1 ALAS2 ANK1 TRAK2 NARF EIF1AY AHSP SLC22A4 SLC4A1 CAT FOXO3 USP15 PSMD9 H1-0 OSBP2 BSG FECH MPP1 NUDT4 HMBS CLIC2 MARK3 ERMAP RCL1 EIF2AK1 NCOA4 RHCE CTSE RBM38 CA2 CA1 UROD SPTB GLRX5 RAD23A TSPO2 HDGF XK TRIM10 PNP TMCC2 TAL1 H4C3 RPIA CROCCP2 FBXO9 TFDP1 FBXO7 NFE2 SLC12A3 EPB42 MAP2K3 RHD MARCHF8 RHAG CDC27 BLVRB BNIP3L HBQ1 KAT2B DCAF11 SPTA1 XPO7 KLF1 RANBP10 GNF2_MAPT http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MAPT PALM SYT1 SNAP91 PNMA2 SNCB SCN3B ARNT2 NAP1L3 GABBR2 CLIP3 RTN1 FXYD7 DIRAS2 SLC1A3 SYN1 GPM6A ANK2 MAPT ADGRB3 SV2B RAB6B SV2A KCNQ2 RUNDC3A DYNC1I1 GNAO1 KIF5C STXBP1 PSD3 NRXN1 ELAVL4 RALYL CAMK2N1 DOCK3 NPTXR KIF1B GRIA2 RGS7 DNM1 SH3GL2 GAP43 GNF2_MATK http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MATK S1PR5 PRF1 CD247 KLRK1 ZAP70 KLRD1 MATK KLRB1 ARHGEF3 IL2RB IL18RAP ABHD17A GZMA PTPN4 PRKCH GZMH SUN2 CTSW GZMM RASSF1 PTGDR BTN3A3 NKG7 ARL4C GNF2_MBD4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MBD4 NSA2 CDV3 ING3 NACA SNX2 PTMA RSRC2 INTS8 RPS29 RPL34 JUND WASHC4 FAU SCAF11 RPS23 RPL35A MBD4 DDX5 ARMH3 RPS8 UXT PAPOLA RPL22 PFDN5 UBA52 GNF2_MCL1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MCL1 IER2 CNPY3 S100A4 THEMIS2 AIF1 TLR2 OTULINL SKAP2 TLR8 CFP ACAP2 LILRA1 AP1S2 MYD88 LILRA6 CLEC4A EVI2B CASP1 PLCB2 IFNGR1 DPEP2 FMNL1 CSGALNACT2 NCF2 ADA2 CTSS PRKCD JUNB HSD17B11 IGSF6 ARRB2 NOD2 MNDA FBXL5 RAB11FIP1 USP3 MCL1 CCR1 MFSD1 PPT1 ITGB2 DAZAP2 GMIP PYCARD STX11 TCIRG1 PTPRE SELL HCK SAMHD1 NAIP CYBB RGS2 PECAM1 CHST15 CD302 CMTM6 GNF2_MCM4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MCM4 TTK AURKA AURKB CDCA8 MCM7 CCNA2 TOP2A ASPM KIF14 KIF11 ESPL1 MCM2 MCM3 UBE2C MCM4 MCM5 MCM6 RFC3 PA2G4 RFC4 MAD2L1 NDC80 ZWINT RRM2 RRM1 BUB1B MELK LMNB1 FOXM1 PCLAF HMMR TYMS BUB1 ASF1B FEN1 HELLS GINS1 GINS2 CENPM TCP1 RAD51AP1 GMNN NASP CDC20 RACGAP1 SMC4 FANCI CCNB2 POLD1 CKS2 PCNA PAICS KIF18B GNF2_MCM5 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MCM5 HNRNPAB DEK CDCA8 MCM7 DKC1 HNRNPU EED TOP2A EXOSC8 ANP32B DTL USP1 PTBP1 TOPBP1 HSPB11 LAS1L MCM2 MCM3 SRSF1 NOP56 MCM4 MCM5 SUZ12 PA2G4 NDC80 ZWINT SERBP1 RRM1 CPSF6 SNRPG SRI MCUR1 HMGB2 LMNB1 U2SURP HAT1 POLA2 SF3B3 TYMS VRK1 DHX15 TRA2B APEX1 FEN1 GINS1 SSRP1 GINS2 CENPM NUP153 NASP RBMX SMC4 SLBP NUP62 WDR61 SFPQ PCNA SMC1A NOP14 DUT GNF2_MKI67 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MKI67 FOXM1 AURKA HMMR CENPA NCAPG CCNA2 TOP2A ASPM KIF11 MKI67 CDK1 TPX2 CENPF NUSAP1 BIRC5 CENPE ESPL1 CDC20 UBE2C NCAPD2 RRM2 ZWINT RRM1 PCNA MT1JP MELK KIF18B KIF20A GNF2_MLF1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MLF1 LDHC CCIN CLPB CSPG4 FNDC11 UBQLN3 ANKRD7 REXO5 YBX2 GSTM3 IFT122 DDX25 ADAM2 DPEP3 PDHA2 CCNA1 IL13RA2 CRISP2 MS4A5 ACRV1 CEP112 RBMXL2 SPA17 TPTE NME5 IZUMO4 SPAG6 ACTL7A TCFL5 ZC2HC1C ACTL7B PLAAT1 BRDT PIAS2 IFT88 AKAP3 IQCE AKAP4 ACR MROH7 GK2 SHCBP1L APH1B ACSBG2 SOX5 TRIM13 LRRC36 ROPN1 FNDC8 MLF1 HSPA1L OAZ3 TCP11 DNALI1 CCT6B ZPBP RIBC2 ZNF473 ODF2 ODF1 SPATA6 DKKL1 KDM4D ZC3H14 ADAM29 SPACA9 FSCN3 TNP1 SLC6A16 DDX4 CABYR GSG1 KCNK4 GAPDHS CYLC2 TEX14 CCDC70 TUBA3C HSPA4L H2AP PRM1 GRK4 TSSK2 PRM2 GID4 PHF7 PGK2 GNF2_MMP1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MMP1 CSF3 CXCL1 TWSG1 PXDN CCL2 CXCL5 CXCL3 PTGS1 LRRC17 CDH2 CXCL6 GREM1 SERPINH1 CCL7 MMP1 CALU PLOD1 PLOD2 SERPINE1 IL1B PTX3 LOXL2 LOXL1 THBS2 B4GALT1 KDELR3 IL6 FBN1 RAI14 TNFAIP6 CEMIP GFPT2 GNF2_MMP11 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MMP11 CSH1 INSL4 HSD3B1 HSD17B1 TIMP2 ALPP KISS1 PAGE4 PAPPA RHOBTB1 SEMA3B CRIM1 EBI3 CYP19A1 CAPN6 MAFF SVEP1 EGFL6 PLAC1 PSG2 PSG3 PSG1 MAN1C1 MMP11 GH2 LEP AOC1 PSG9 GCM1 PSG7 PSG6 PSG5 PSG4 LGALS14 VGLL1 CRH TFAP2A PAPPA2 IGFBP1 GDF15 ADAM12 GNF2_MSN http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MSN RAP2B OSTF1 ADAM10 ELF4 HCLS1 CAPZA1 ITGB2 ARPC5 CLIC1 WAS IQGAP1 TGFB1 ACTR3 STAT6 PFN1 CDC42 ARPC2 LASP1 RAP1B MSN CAP1 ADAM8 EMP3 TUT7 GNF2_MYD88 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MYD88 THEMIS2 CNPY3 ELF4 CD53 SKAP2 IQGAP1 ACTR2 MYD88 PAK2 LILRA6 RHOA CAP1 MAN2B1 CASP1 MX2 FMNL1 LYN ADA2 RAB5IF HLA-B WAS PRKCD LILRB1 ARPC1B AL159141.1 PSMB10 OSTF1 LST1 MCL1 USP3 FKBP15 ITGB2 ARPC5 DAZAP2 STAT6 TNFRSF1B DOCK2 TMEM127 ARPC3 GMIP RNASET2 PYCARD SH2B3 FCER1G SELPLG TYROBP TCIRG1 RAB8A PTPRE SELL HCLS1 LSP1 CYBA CYBB CORO1A RPS6KA1 RGS2 SH3BGRL3 CYTH4 CMTM6 GNF2_MYL2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MYL2 MYL7 TCAP MYL2 TNNC1 MYL3 MYBPC3 PGAM2 SYNPO2L DES CKMT2 POPDC2 HRC MB ACTC1 COX7A1 SLC25A4 MYH7 ACTN2 MYH6 MYOZ2 FLNC TNNI3 CSRP3 TNNT2 PTP4A3 NMRK2 HSPB7 FABP3 COX6A2 RPL3L NPPA CASQ2 GNF2_MYL3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_MYL3 MYL7 MYL2 TNNC1 MYL3 MYBPC3 PGAM2 FHL2 SYNPO2L DES CKMT2 POPDC2 SLC4A3 NKX2-5 HRC ACTC1 COX7A1 AK1 MYH7 MYOZ2 MYH6 TNNI3 CSRP3 TNNT2 NMRK2 PTP4A3 HSPB7 FABP3 COX6A2 CASQ2 NPPA SGCA GNF2_NPM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_NPM1 HMGN1 RPL17 XPO1 FASTKD1 RPL14 SNRPD3 LSM7 SNRPD1 NAP1L1 EIF3A SNRPD2 HNRNPR RPS3 DKC1 TARDBP LSM5 EIF3E GNL3 CLNS1A GTPBP4 EIF3M SSBP1 NOL7 SRSF1 NCL EIF3L ST13 HNRNPA1 RPS17 SERBP1 CPSF6 NOL11 SLC7A5P1 NUP43 RRP1B SNRPE LRPPRC DDX39B RPL37 RTRAF DIMT1 KARS1 RPS25 PUM3 TCERG1 RPL7 RPL6 NPM1 DHX15 BTF3 RPL5 AIMP1 NAE1 HSPA4 RPL4 RPL7A RPS24 GTF3C3 RPSA HNRNPC RPL26 SSB RPS6 RBMX POLR3E FBL RPS7 NOLC1 PPIA CCT8 DNAJC2 HNRNPA2B1 GNF2_NS http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_NS HMGN1 MRPS33 PRKDC SNRPD2 MTREX CCT3 CCNG1 IARS1 MTHFD2 ATIC NPM1 GLO1 IMPDH2 GNL3 MRPS27 MSH6 ABCE1 GTPBP4 MRPL3 SSBP1 RAN OLA1 EPRS1 PSMA2 CCT4 TAF1D C1QBP PSMA5 PSMA4 CCT8 PSMA3 RSL24D1 ADSL HNRNPA2B1 SNRPF PARP1 SNRPE PAICS HSPA9 LRPPRC GNF2_PA2G4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PA2G4 XRCC5 PTGES3 SNRPD1 MLH1 CAD CCT2 CCT3 MTHFD2 NOP16 MCM7 DKC1 LSM5 H2AZ1 LSM4 NUP37 RANBP1 MRPL39 NDUFS1 MRPL35 CLNS1A ABCE1 MRPL3 SSBP1 METTL5 RAN OLA1 CCT6A MCM3 CDK4 NCL GMPS MCM4 MCM5 TARS1 PA2G4 NDC80 EIF2S1 SERBP1 PSMA4 PSMA3 RRM1 SNRPB SNRPA BUB1B NUP107 SNRPE MELK LRPPRC SNRPG CKS1B MCUR1 U2SURP CHCHD3 HAT1 BANF1 SF3B3 IARS1 CSE1L MRPL15 MRPL16 NAE1 BUB3 ETFA FH SSRP1 CENPM TCP1 NASP GMNN FDPS SLBP CCT5 PSMD14 MRPL22 CCT4 PSMD11 PCNA HNRNPA2B1 PAICS GNF2_PAK2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PAK2 CNOT8 USP3 ELF4 CAPZA1 CD53 ARPC5 STAT6 ACTR3 ACAP2 ACTR2 DOCK2 MYD88 ARPC3 PAK2 TUT7 ARHGDIB FMNL1 ADAM10 OSBPL8 SELL HCLS1 RAF1 VAV1 WAS TYK2 BNIP2 GMFG PHF21A GNF2_PCAF http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PCAF GYPB ALAD GYPE GYPA TSPAN5 TSPO2 PPOX SELENBP1 TRIM10 ALAS2 ANK1 TRAK2 EIF1AY AHSP SLC4A1 CROCCP2 FBXO9 FECH EPB42 HMBS MAP2K3 RHD CLIC2 MARCHF8 MARK3 LPIN2 RHAG ERMAP EIF2AK1 RHCE HBQ1 KAT2B CA2 SPTA1 XPO7 SPTB GNF2_PECAM1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PECAM1 S100A4 THEMIS2 AIF1 TLR2 TLR8 CFP LILRA1 AP1S2 CD93 LILRA2 LILRA6 CLEC4A CASP1 IFNGR1 ZFP36 NCF2 TYMP ADA2 CTSS HSD17B11 IGSF6 LILRB2 RNF130 NOD2 LILRB3 TNFAIP2 LST1 MCL1 CCR1 MFSD1 ITGB2 PPT1 TNFRSF1B TMEM127 FCN1 PYCARD FCER1G FGL2 MS4A6A PLBD1 TYROBP TCIRG1 TBXAS1 CEBPB CEBPD MAFB PSAP HCK CYBB RGS2 DUSP1 PECAM1 SH3BGRL3 CHST15 CD302 CMTM6 GNF2_PPP6C http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PPP6C HNRNPK PPP6C MAPK1IP1L CDV3 SNRPD3 RBM3 ARF6 RTRAF SRP19 CCDC59 SMNDC1 ZNF207 ACTR3 SUMO2 UBE2D3 PSMB1 EIF3D ATP5MG PSMD4 IK GDI2 YY1 WAPL SAP18 SNW1 SF3A1 SRSF3 PSMG2 PSMA1 PANK2 PAPOLA FAM120A TMA7 KCMF1 RNF138 POP4 MAPRE1 UBA52 DAP3 GNF2_PTPN4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PTPN4 S1PR5 PLAAT4 NPRL2 KLRC3 TBX21 RORA SPON2 KLRD1 MATK KLRB1 ARHGEF3 PTGER2 IL18RAP GZMA GNLY CD160 PRKCH GZMH SUN2 NCR3 CTSW GZMM CST7 ADGRG1 PTGDR BTN3A3 ARL4C PRF1 ITGAL TTC38 CD247 KLRK1 GPR65 CCL4 GNPTAB MYOM2 ZAP70 KLRF1 RUNX3 CD7 IL2RB ABHD17A PTPN4 KIR2DS2 RAB29 FYN RASSF1 JAK1 NKG7 XCL2 GNF2_PTPN6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PTPN6 CRLF3 SIPA1 GPSM3 SP110 CD53 FXYD5 TAPBP B2M CD48 ACAP2 STAT6 LAPTM5 FAM49B RAC2 GMIP ARPC3 GIT2 LIMD2 EVI2B LRRFIP1 ARHGDIB DPEP2 TXNIP FMNL1 PTPN6 PTPRC LYN SELL HCLS1 CYBC1 ICAM3 HLA-A HLA-C CORO7 HLA-B HLA-E WAS HLA-G HLA-F ARHGAP25 LSP1 CORO1A ANXA11 GRK6 RIPOR2 LRCH4 EMP3 GNF2_PTPRC http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PTPRC GSAP ADCY7 STK38 CD53 CD48 ADGRE5 ARHGAP4 AC004151.1 FLI1 CASP8 ZNF394 ADAM8 TUT7 FMNL1 ICAM3 KDM5A HLA-A HLA-C MBNL1 HLA-B HLA-E WAS HLA-G HLA-F PARP12 CYTIP RIPOR2 SEMA4D LRCH4 BTN3A3 BIN2 LCP2 AL159141.1 ITGAL OSTF1 SNX6 STK10 SIPA1 C11orf21 GPR65 HECA TSC22D3 RAC2 SNRK WIPF1 CLEC2B IL10RA PSTPIP1 TXNIP FYB1 PTPRC CYTH1 PTPN6 GIMAP6 HCLS1 PHF11 DDX5 TRIM22 VAV1 MSL1 CORO1A RNF44 PARP8 TRAF3IP3 GRK6 JAK1 RAP1B KLF2 GNF2_PTX3 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_PTX3 CXCL1 PXDN CCL2 PTGS1 COL3A1 LRRC17 FSTL1 CXCL6 SERPINH1 MMP1 CALU SRPX PLOD1 CCN2 PLOD2 FAP SERPINE1 LOX LAMB1 LOXL2 PTX3 THBS2 LOXL1 B4GALT1 IL6 FBN1 EFEMP1 COL5A2 COL5A1 GFPT2 COL1A2 YIPF5 LAMC1 COL1A1 RCN3 CDH11 GNF2_RAB3A http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RAB3A RAB3A SYT1 SNAP91 ARNT2 GABBR1 GABBR2 TAGLN3 FXYD7 NRCAM SULT4A1 SYN1 NDRG4 RAB6B SV2B SV2A KCNQ2 DPP6 EHD3 RUNDC3A GDI1 SYT11 SLC12A5 KIF5C STXBP1 ARHGEF9 RALYL KIF3C CAMK2N1 RCAN2 GRM3 EPB41L1 RGS7 VAMP2 SH3GL2 GAP43 FAIM2 DNM1 GNF2_RAB7L1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RAB7L1 PLAAT4 PRF1 GSAP KLRC3 STK10 CD247 GPR65 APOBEC3G CCL4 GNPTAB KLRF1 KLRD1 RUNX3 TES CYTH1 PTGER2 IL2RB ABHD17A GZMA PTPN4 PRKCH RAB29 GZMH SUN2 CTSW NCR3 CYTIP RASSF1 JAK1 BTN3A3 NKG7 ARL4C BIN2 GNF2_RAN http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RAN XRCC5 PTGES3 MRPL42 MRPS33 CTPS1 SNRPD3 SNRPD1 SNRPD2 CCT2 CCT3 NOP16 MTHFD2 PRMT5 H2AZ1 LSM4 RANBP1 GNL3 MRPL35 ABCE1 YARS1 MRPL3 SSBP1 RAN EMG1 OLA1 CCT6A MCM3 GMPS NCAPD2 PSMA2 TARS1 RFC3 PA2G4 RFC4 C1QBP PSMA5 NME1 SERBP1 PSMA4 EIF2S1 PSMA3 RRM1 EIF2S2 ADSL SNRPA SNRPC SNRPF SNRPE HSPA9 MELK LRPPRC SNRPG POLR2H CKS1B SEM1 PRKDC RTRAF BANF1 RPA3 IARS1 MRPL15 CSE1L ATIC NAE1 BUB3 ETFA ODC1 SSRP1 MSH6 TCP1 HNRNPC IMMT RTCA EPRS1 SLIRP CDC20 SLBP CCT7 PSMD14 CCT5 MRPL22 CCT4 CCT8 HNRNPA2B1 PAICS KIF20A GNF2_RAP1B http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RAP1B ITGAL OSTF1 STK38 ADCY7 SNX6 ELF4 STK10 GPR65 IQGAP1 ACTR3 ADGRE5 RAC2 RETREG3 CLEC2B CAB39 VPS16 INPP5D MSN ADAM8 TUT7 RAP2B PTPRC ADAM10 KDM5A MBNL1 HLA-E HLA-G HLA-F CYTIP RASSF1 JAK1 RAP1B MAT2B BTN3A3 BIN2 SCAF8 GNF2_RBBP6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RBBP6 GTF3A UBXN4 CNOT7 MRPS31 PTMA PNN OFD1 SRSF7 INTS8 DDX18 TARDBP ZNF146 EIF3D EIF3E CDK5RAP1 USP16 PABPN1 RPL35A EXOSC8 NOL8 RBBP6 SRSF2 DCLRE1C HNRNPDL SUZ12 PDS5A HNRNPA1 SMARCA5 RNF138 NOL11 RBM39 SRP72 THOC2 PMPCB FUS NSA2 PIKFYVE RBM34 BTAF1 CDV3 FIP1L1 NACA BPTF RSRC2 CCDC59 NGLY1 DDX47 TRAPPC8 CEBPZ AIMP1 RPL5 SCAF11 HNRNPH3 TENT4A RBM25 RPS23 THUMPD1 WAPL ESF1 RBMX UBP1 FBL RPS7 EIF4B PAPOLA HDAC1 RPL22 DDX50 HSPA14 RBM15 GNF2_RTN1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_RTN1 ADCY1 SCN3B NCAN NAP1L3 CSPG5 CLIP3 GABBR2 RTN1 TRIM2 C14orf132 ANK2 MAPT DNAJC6 KCNQ2 INA DYNC1I1 NMNAT2 NRXN2 KIF5C STMN4 STXBP1 DCLK1 NRXN1 WDR47 MYT1L KIF1B ATP9A MLLT11 GAP43 SRGAP2 CDK5R1 SNAP91 ASTN1 CTNND2 FXYD6 TUBB GPM6A FAM131B TMEM35A ADGRB3 GAD1 GDI1 RFPL1S GNAO1 RALYL KIF3C CAMK2N1 DOCK3 ACTRT1 YWHAH RGS7 SOBP GNF2_S100A4 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_S100A4 S100A4 THEMIS2 LST1 MCL1 FGR AIF1 CCR1 ITGB2 CFP APOBEC3A TNFRSF1B TMEM127 LILRA1 LILRA2 GMIP FCN1 CLEC4A PYCARD PSTPIP1 FCER1G FGL2 CASP1 PILRA TYROBP GLRX DPEP2 TCIRG1 TBXAS1 NCF2 TYMP HCK STXBP2 MYO1F COTL1 CPVL HSD17B11 IGSF6 LILRB2 TNFSF10 DOK2 RGS2 ARRB2 NOD2 LILRB3 PECAM1 SH3BGRL3 AL159141.1 GNF2_SELL http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SELL CNPY3 THEMIS2 MCL1 USP3 GPSM3 CD53 SKAP2 DAZAP2 FXYD5 B2M ACAP2 STAT6 LAPTM5 MYD88 CASP4 GMIP PAK2 ARPC3 RNASET2 GIT2 EVI2B LRRFIP1 CASP1 MX2 ARHGDIB DPEP2 FMNL1 TCIRG1 PTPN6 LYN OSBPL8 SELL HCLS1 ICAM3 HLA-B WAS JUNB HSD17B11 LSP1 TRIM38 CORO1A ARRB2 GMFG RIPOR2 LRCH4 CYTH4 CMTM6 GNF2_SERPINB5 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SERPINB5 UPP1 AHNAK2 SFN GPR87 CDH3 ANXA8 COL17A1 LAMB3 KRT5 ALDH1A3 FGFBP1 S100A2 CLCA2 GJB3 GJB5 FERMT1 S100A14 ANXA3 TP63 PTHLH KRT19 LAMA3 KRT17 SERPINB5 F3 LAMC2 AREG PERP GNF2_SERPINI2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SERPINI2 PNLIP CELA3A AQP8 CELA3B PDIA2 PRSS1 SPINK1 PRSS2 CTRC CELP PRSS3 CPA2 PLA2G1B CPA1 CTRL PNLIPRP1 PNLIPRP2 CELA2B CTRB1 CELA2A PRSS3P2 SERPINI2 CEL CLPS CPB1 GNF2_SNRK http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SNRK ITGAL STK38 STK10 GPR65 CCL5 HECA SNRK RASGRP1 CLEC2B CASP8 SYNRG KLRB1 PTPRC CYTH1 ARHGEF3 GIMAP6 MBNL1 MSL1 BTN3A1 CYTIP PARP8 JAK1 RIPOR2 SEMA4D BTN3A3 BIN2 BTN3A2 LCP2 GNF2_SPI1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SPI1 BACH1 MSRB1 PLXNC1 LST1 AQP9 TLR1 FPR1 SPI1 APOBEC3A FOLR3 TMEM127 FRAT1 CSF3R FRAT2 RARA UBE2D1 PILRA SECTM1 C5AR1 NCF2 LY96 HCK MYO1F NADK VASP IGSF6 P2RY13 TNFSF10 ARRB2 PPBP MNDA FCGR2A CLEC7A GCA GNF2_SPINK1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SPINK1 PNLIP CELA3A CELA3B PDIA2 PRSS1 SPINK1 CUZD1 REG1B REG1A CTRC PRSS2 PRSS3 GP2 PLA2G1B CPA2 CPA1 CTRL PNLIPRP1 PNLIPRP2 CTRB1 CELA2A PRSS3P2 CFTR SERPINI2 CEL CLPS CPB1 GNF2_SPRR1B http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SPRR1B S100A7 CRNN SPINK5 LY6D SPRR2C PPL SPRR2A TGM1 TGM3 KRT4 SERPINB13 PITX1 IL1RN KRT13 CRCT1 EVPL RHCG PKP1 KRT16 SPRR1A SPRR1B SPRR3 CSTB CSTA GNF2_SPTA1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SPTA1 GYPB GYPC ALAD GYPE GYPA SNCA TSPAN5 SELENBP1 PPOX MXI1 GATA1 ALAS2 ANK1 TRAK2 AHSP EIF1AY SLC22A4 SMOX SLC4A1 FOXO3 H1-0 MINPP1 BSG OSBP2 FECH ISCA1 NUDT4 MPP1 HMBS CLIC2 MARK3 ERMAP UBE2O EIF2AK1 ACKR1 RHCE CTSE CA2 UROD CA1 SPTB GLRX5 GCLC RAD23A KEL TSPO2 XK TRIM10 TMCC2 TAL1 RNF123 SLC30A1 TFDP2 H4C3 CROCCP2 RPIA FBXO9 ACSL6 TFDP1 FBXO7 HBD NFE2 SLC12A3 EPB42 MAP2K3 RHD MARCHF8 ABCB6 CDC27 RHAG SLC6A8 BLVRB BNIP3L TRIM58 HBQ1 KAT2B DCAF11 SPTA1 XPO7 KLF1 RANBP10 GNF2_SPTB http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_SPTB GYPB GYPC ALAD GYPE TSPAN5 GYPA SNCA SELENBP1 PRDX2 PPOX UBAC1 GATA1 ANK1 ALAS2 TRAK2 NARF EIF1AY AHSP SLC22A4 SLC4A1 FOXO3 H1-0 MINPP1 OSBP2 BSG FECH ICAM4 NUDT4 MPP1 HMBS CLIC2 ERMAP EIF2AK1 RHCE CTSE CA2 CA1 UROD SPTB GLRX5 RAD23A KEL TSPO2 XK TRIM10 GCLM TMCC2 TAL1 RNF123 H4C3 CROCCP2 ACSL6 HBD TFDP1 FBXO7 NFE2 SLC12A3 EPB42 MAP2K3 RHD MARCHF8 RHAG CDC27 SLC6A8 BNIP3L BLVRB HEBP1 HBQ1 KAT2B SPTA1 DCAF11 XPO7 KLF1 RANBP10 GNF2_ST13 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ST13 RPL17 RPL36A RPL19 RPL14 SNRPD3 LSM7 RPL15 SNRPD2 CNOT7 RPS3 RPS3A EIF3D EIF3E RPL12 EIF3H BRD8 RPL35A NOL7 RPS4X EIF3L SRSF3 ST13 UXT HNRNPA1 RPS17 RPS12 RPS13 EEF1G SNRPE NSA2 EEF1B2 NACA RTRAF RPL37 RPL38 RPL7 RPL32 RPL6 RPL31 RPL9 RPL8 NPM1 RPL3 BTF3 RPL5 RPL7A RPS20 RPL10A RPL4 RPS23 RPS24 RPSA RPL27 RPL24 RPS6 RBMX FBL PWP1 RPS7 EIF4B RPL23 RPL22 DDX50 RACK1 GNF2_STAT6 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_STAT6 ELF4 PRR13 CAPZA1 CD53 TGFB1 IQGAP1 TAPBP B2M ACTR3 CD48 ACAP2 ACTR2 MYD88 CASP4 PAK2 GIT2 EVI2B CAP1 MSN LRRFIP1 TUT7 FMNL1 LYN ICAM3 CYBC1 HLA-A HLA-C CORO7 CLIC1 HLA-B MBD2 HLA-E WAS JUNB HLA-G HLA-F TYK2 TRIM38 ARPC1B LAT2 BNIP2 EMP3 LCP1 AL159141.1 SERP1 PSMB10 OSTF1 USP3 ADPGK GPSM3 ARF6 ARPC5 FXYD5 DAZAP2 STAT6 DOCK2 LAPTM5 GMIP ARPC3 RAC2 MOB1A ARPC2 RNASET2 INPP5D SNAP23 ARHGDIB TCIRG1 PTPN6 SELL HCLS1 VAV1 PSMB8 LSP1 CYBA CORO1A ANXA11 GRK6 SEC11A CMTM6 GNF2_TAL1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TAL1 GYPB GYPC ALAD GYPE GYPA TSPAN5 SNCA PRDX2 SELENBP1 PPOX UBAC1 GATA1 ALAS2 ANK1 TRAK2 NARF EIF1AY AHSP SLC22A4 CAT SLC4A1 H1-0 MINPP1 OSBP2 FECH NUDT4 MPP1 ICAM4 HMBS CLIC2 ERMAP EIF2AK1 RHCE CTSE BMP2K CA2 CA1 UROD ADD2 SPTB GLRX5 KEL RAD23A TSPO2 HDGF XK TRIM10 GCLM TMCC2 TAL1 H4C3 CROCCP2 HBD TFDP1 FBXO7 NFE2 EPB42 SLC12A3 MAP2K3 RHD MARCHF8 RHAG CDC27 TFRC BLVRB BNIP3L HEBP1 HBQ1 DCAF11 SPTA1 XPO7 KLF1 RANBP10 GNF2_TIMP2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TIMP2 CSH1 INSL4 HSD3B1 HSD17B1 ALPP TIMP2 KISS1 PAGE4 PAPPA RHOBTB1 SEMA3B FBN2 CRIM1 EBI3 CYP19A1 CAPN6 EGFR MAFF SVEP1 EGFL6 PLAC1 PSG2 PSG3 PSG1 MAN1C1 MMP11 GH2 LEP CDKN1C AOC1 PSG9 GCM1 ADM PSG7 PSG6 PSG5 PSG4 LGALS14 VGLL1 CRH TFAP2A PAPPA2 IGFBP1 GDF15 ADAM12 GNF2_TM4SF2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TM4SF2 SNAP91 TSPAN7 NAP1L2 CLIP3 TAGLN3 PGBD5 ATP2B2 DIRAS2 SYN1 SV2B SV2A SNAP25 RUNDC3A NMNAT2 PHYHIP GNAO1 HPCAL4 SLC12A5 CA11 STXBP1 BSN KIF3C RALYL SH3GL2 DNM1 FAIM2 GNF2_TNFRSF1B http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TNFRSF1B S100A4 CNPY3 THEMIS2 AIF1 TLR2 SLC7A7 CFP LILRA1 MYD88 AP1S2 LILRA2 LILRA3 AOAH LILRA6 CLEC4A CASP1 RHOG DPEP2 PILRA NCF2 TYMP ADA2 STXBP2 CTSS HSD17B11 IGSF6 LILRB1 ARPC1B RNF130 LILRB2 DOK2 ARRB2 NOD2 LILRB3 AL159141.1 LST1 FGR CCR1 ITGB2 PPT1 NAGK TNFRSF1B TMEM127 GMIP FCN1 PYCARD PSTPIP1 FCER1G FGL2 MS4A6A TYROBP TCIRG1 TBXAS1 PSAP HCK COTL1 CPVL CD1D CYBB ADGRE1 RGS2 DUSP1 PECAM1 SH3BGRL3 CMTM6 GNF2_TNFSF10 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TNFSF10 S100A4 PLXNC1 LST1 AIF1 CCR1 TLR1 SPI1 FPR1 APOBEC3A LILRA2 CSF3R EVI2B UBE2D1 DPEP2 PILRA SECTM1 C5AR1 NCF2 LY96 HCK MYO1F IGSF6 P2RY13 TNFSF10 ARRB2 RGS2 MNDA SDCBP FCGR2A CLEC7A GNF2_TPT1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TPT1 RPL19 RPL27A RPL37 RPL38 RPL39 RPS2 RPS27 RPL30 RPL32 RPS3A RPL31 RPL9 RPLP1 TPT1 RPL10 RPS20 RPL12 RPS23 RPS24 EEF1A1 RPL27 RPL23A RPS4X RPS6 RPS18 RPL23 RPL41 RPS17 RPL13A RPL21 RPS14 RPS12 RPS13 EEF1G RPL37A RPS10 RPS11 UBA52 GNF2_TTK http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TTK PRC1 DBF4 FOXM1 TTK CCT2 HMMR TYMS KIF2C TOP2A CCNA2 ASPM FEN1 GINS2 KIF11 CDK1 GMNN TPX2 NUSAP1 CENPF CDC20 MCM2 RACGAP1 CENPU MCM4 SMC2 SMC4 FANCI PLK4 HJURP CCNB2 RFC4 NDC80 ZWINT RRM1 CKS2 PCNA BUB1B KIF18B MELK GNF2_TTN http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TTN MYBPC2 TNNC2 MYBPC1 MYL1 ANKRD2 TTN MYOT TPM3 SLN ENO3 MYH1 MYH2 LDB3 MYOZ1 ACTN3 TNNI1 TNNI2 TNNT3 CKM TNNT1 NEB PYGM ATP2A1 RYR1 KLHL41 CASQ1 GNF2_TYK2 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_TYK2 PSMB10 CDV3 USP3 ADPGK ELF4 ARHGAP4 STAT6 ACTR2 DOCK2 MOB1A PAK2 DDX3X CHD1 EIF1 LRRFIP1 ARHGDIB GDI2 HCLS1 CYBC1 NCKAP1L CORO7 DDX5 MANBA TYK2 ARPC1B PAPOLA CORO1A FAM120A HEATR3 BNIP2 GRK6 PHF21A LCP1 GNF2_UBE2I http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_UBE2I HNRNPK POLR2G RPL19 HNRNPF XRCC6 RBM4 RPL15 LSM7 ATP5MC2 RTRAF EIF3K PSMA7 PTMA KARS1 ZNF207 SMNDC1 SUMO2 UBXN1 UBE2D2 RPL8 U2AF1 EIF3D TRA2B ATP5MG BTF3 TRMT112 EIF3F KHDRBS1 POLR1D PTBP1 UBE2I EIF3L FBL SRSF3 PSMA1 UXT RPS16 RPS14 EIF4A1 RPS15 RACK1 UBA52 SERP1 GNF2_VAV1 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_VAV1 PSMB10 OSTF1 ELF4 GPSM3 SASH3 SP110 CD53 STAT6 CD48 ACTR2 DOCK2 LAPTM5 PAK2 RAC2 GIT2 INPP5D CSK ARHGDIB PTPRC HCLS1 PIK3CD HLA-C CORO7 PHF11 HLA-B HLA-E TRIM22 WAS VAV1 HLA-G HLA-F CYBA TRIM38 CORO1A CYTIP GRK6 GNF2_ZAP70 http://www.gsea-msigdb.org/gsea/msigdb/cards/GNF2_ZAP70 PLAAT4 ITGAL NPRL2 CD247 KLRK1 MYBL1 RORA CD96 SH2D1A RASGRP1 ZAP70 CD7 MATK KLRB1 IL18RAP GZMA PTPN4 PRKCH SUN2 CTSW GZMM TXK NKG7 BTN3A3 ARL4C BTN3A2 MODULE_1 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_1 CD55 FILIP1L WFS1 SYNE1 CNN3 FBXL7 LMO4 IGHM RRAD TNFAIP3 CFD COL1A1 RGS2 MYL9 GPC3 MARF1 PLSCR1 CD14 EMP2 TSPAN7 MDK RNASE4 TGFBR2 MTUS1 ALDH1A1 DPYSL3 FCGRT COL6A3 AMT IFI16 SPON1 AOC3 EGR3 PCOLCE DEPP1 KRT19 COL3A1 GATM COL5A2 CALD1 ACTN1 GSTM1 ZYX GPNMB C1QB IGFBP2 VEGFA TM4SF1 AQP1 SLC2A3 PTGIS TGM2 CHGA PEG10 PECAM1 DAB2 JUN ENPP2 CTSK MYLK ITGA7 COL15A1 SGCE AEBP1 ENG ITPR1 FOSB TYRO3 SELENOP PDGFRA PER1 LUM SELE CFH VWF COL6A2 PLA2G2A MYC COL4A1 CDKN1C EPS8 PPP4R2 TBC1D2B ALDH7A1 ANXA1 FLNA CITED2 AKR1C1 EFS RARRES2 IL1R1 PRSS23 LTBP2 GNG12 AR ITGA6 CAV2 FSTL3 CRIM1 ECM2 MAF SLPI MYH11 SRPX CNN1 THBS2 IGHG3 SVIL FN1 DHRS3 UBXN1 GJA1 LAMB2 NAMPT RGS5 ITGB5 GPX3 ACKR1 DUSP6 CCL3 AOX1 SFRP1 LRP1 DDX42 SRRM2 BCL6 COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI SRGN TMEM47 GADD45G PDGFRB TPM1 EGR1 FGFR1 SOX4 GABBR1 EMP3 NFIL3 FAT1 RAB31 MXRA5 DDR2 GEM CCN5 FBLN1 MFAP2 IER3 GNG11 SEMA3C TNFRSF13B TNFRSF10B CAV1 C7 IFIT1 TRAM2 CD151 F13A1 FXYD1 STAB1 PDLIM3 NECTIN2 CPE CLEC2B FOS COL6A1 TPM2 NCALD COX7A1 CFHR1 IL6 ADIRF HSPG2 QSOX1 RNASE1 CCND2 LGMN SERPINE1 EPHX1 TGFBR3 CLEC3B WWTR1 SMTN G0S2 IGFBP3 GAS1 NR4A1 APOE RBP1 EDNRA TSPYL2 IFI27 PNRC1 IGFBP6 ATF3 DLK1 ZBTB20 SNCG FHL2 FBN1 CCN1 DBP NR4A2 MAFF LDLR LAMB1 RHOB CXCL12 CRYAB NUPR1 SOD3 CCL2 MAOB JUNB CD302 CCND1 CDH11 PDGFRL SMARCD3 TIMP2 AKAP12 P4HA1 ORM2 LTBP1 TNC EMP1 IRS1 DBN1 IGF1 PLAT ITM2A LOXL1 C1S SLC23A2 FMOD SDC1 ABLIM1 GET1 CHST15 TRIB2 RHOBTB3 NID2 PLEC COL16A1 MFAP4 SGK1 NDN SERPINH1 PDZRN3 CD200 CPQ BIRC2 CRIP1 CACNB3 SLC39A6 TNXB GSTA4 LPCAT1 RSRP1 KCNMB1 SLC43A1 DENND2B PKD1 HES1 GOLGA8A CDC42EP1 THY1 DHRS2 TCEAL4 TRO CCL15 BMERB1 ADIPOR2 CALU TFAP2B CHPF SEC11A ACTG2 NCAM1 ALDH1A2 DDX21 GFPT2 WDR7 GYG1 UGDH IFNGR1 SEPTIN10P1 PEG3 PPP1R15A PPP1R12B PLXND1 MBNL1 PTPRK AHDC1 EMILIN1 MICAL2 EFNA2 CD34 PTPN13 PDPN ROR2 SCP2 RBPMS KLF4 LDOC1 PDLIM5 DUSP2 CSRP1 TSPAN3 MAPRE2 FOSL2 PDLIM7 ACD LMOD1 HEG1 GBE1 NFE2L2 RASSF2 HSPB2 MAGI1 LMNA NR2F1 LHFPL2 JADE2 KLF10 PIM1 SFXN3 STAT3 ANGPTL2 DST FUCA1 MSX1 PSMC2 GADD45A RFTN1 TRIP6 AKAP17A ULK1 IQGAP1 SLC6A2 CD44 MITF AUTS2 TES RAB13 CAP2 ADAM19 GMPR TFRC PTPN12 SRSF5 SMARCA2 VAMP5 BCAM RABGAP1 IRF9 MAN2B1 OPTN POU2F3 STAR TIPARP TSC2 MAN2C1 MODULE_2 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_2 CNN3 LMO4 IGHM TNFAIP3 CFD RGS2 MYL9 GPC3 MARF1 EMP2 TSPAN7 RNASE4 TGFBR2 MTUS1 ALDH1A1 DPYSL3 FCGRT COL6A3 AOC3 PCOLCE DEPP1 COL3A1 GATM ACTN1 GPNMB VEGFA TM4SF1 AQP1 SLC2A3 TGM2 PECAM1 JUN ENPP2 MYLK ITGA7 COL15A1 SGCE AEBP1 ENG SELENOP PER1 LUM CFH VWF COL6A2 PLA2G2A COL4A1 CDKN1C EPS8 TBC1D2B ANXA1 FLNA AKR1C1 RARRES2 IL1R1 LTBP2 GNG12 ITGA6 CAV2 FSTL3 CRIM1 ECM2 SLPI MYH11 SRPX CNN1 THBS2 IGHG3 FN1 DHRS3 GJA1 LAMB2 RGS5 ITGB5 GPX3 ACKR1 DUSP6 CCL3 SFRP1 LRP1 DDX42 SRRM2 BCL6 COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI SRGN TMEM47 PDGFRB TPM1 FGFR1 GABBR1 EMP3 NFIL3 FAT1 GEM FBLN1 IER3 GNG11 TNFRSF10B CAV1 C7 CD151 FXYD1 STAB1 CPE FOS COL6A1 TPM2 COX7A1 CFHR1 ADIRF HSPG2 CCND2 TGFBR3 CLEC3B WWTR1 SMTN G0S2 IGFBP3 NR4A1 APOE TSPYL2 IFI27 IGFBP6 ATF3 SNCG FBN1 CCN1 NR4A2 MAFF LDLR LAMB1 RHOB CXCL12 CRYAB NUPR1 SOD3 CCL2 MAOB JUNB CCND1 PDGFRL AKAP12 LTBP1 TNC EMP1 ITM2A C1S ABLIM1 GET1 TRIB2 RHOBTB3 PLEC MFAP4 SERPINH1 CD200 BIRC2 CRIP1 SLC39A6 TNXB RSRP1 HES1 GOLGA8A THY1 TCEAL4 CCL15 BMERB1 ADIPOR2 CALU SEC11A ACTG2 NCAM1 DDX21 GYG1 UGDH IFNGR1 SEPTIN10P1 PPP1R15A PPP1R12B MBNL1 AHDC1 CD34 PTPN13 SCP2 RBPMS LDOC1 CSRP1 TSPAN3 MAPRE2 FOSL2 GBE1 HSPB2 DST RFTN1 ULK1 SLC6A2 CD44 AUTS2 CAP2 TFRC RABGAP1 OPTN SCHIP1 RGS1 L1CAM PLAAT3 MLLT11 PCDH9 SNAP25 RAMP2 CHGB MME NNMT PTN HLA-DQB1 SOX10 DDIT3 FABP7 RCAN2 OLFM1 CRABP1 CYB5A DYNC1I1 GDF15 S100A4 SCG2 RBP4 SV2B DDIT4 LIPA CADM1 ALCAM CD37 CCL21 DNM1 FADS2 PHLDA2 FKBP1B SNAP91 SLIT2 RTN1 ENO2 KIF5C PTPRC CHL1 RGL1 ITPR3 ADH1B GOT1 NPY CLIP3 DDX3Y PTP4A3 LPL TNFRSF14 FABP4 PDLIM4 SYT1 CDH5 ZEB1 INSIG1 SATB1 ANGPT1 TIMP3 ADM CD24 IGF2 NGFR ABLIM3 ACSL1 MX1 ALDH1A3 PLIN2 CXCR4 MAL EPB41L3 ANK3 ADH1A LAPTM5 PCK1 TSPAN8 SPP1 ETS2 H2BC21 HLA-DMA DDC S100A8 CSF3 GAP43 STMN2 MGLL PTGDS HLA-DQA1 MAOA CYP1B1 NEFL FBLN2 PLP1 SERPINA3 AHR SST CLDN5 BCAS1 APOD HSPA6 LEPR SYNGR1 ATP6V0A1 EEF1A2 THRA ARHGEF10 LPIN1 ECHS1 ITGB4 PON2 CYB5R1 BLVRB ARHGDIG ASAH1 TLE1 TNFRSF1B TFPI ST6GALNAC2 SPRY1 NTRK2 FADS1 DNAJB2 DTX4 LAMA4 MSMO1 UBE2L6 TBC1D9 JCHAIN MMD ERBB3 QDPR VSNL1 NEFM ADGRG6 DLX4 MBP PPP1R1A TLE2 CSPG4 EPB41L2 SLC29A1 RNF167 TRIM2 MOAP1 MIA UGCG DYNLT3 MEGF9 MPZ S100B PDE8A SLC25A1 AC005747.1 GLS DMD LAMA5 CADPS ATP9A CYP4B1 INA PCBP4 ME1 CADM3 AQP7 GRB10 STAC PPT2 SYT11 AP1S2 USP6 MAPK8IP3 ZIC1 FGF1 SYNM MODULE_3 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_3 SLC16A3 CD55 CNN3 MDK TGFBR2 MTUS1 ALDH1A1 DPYSL3 IFI16 CALD1 ACTN1 ZYX IGFBP2 TM4SF1 TGM2 PECAM1 DAB2 ENG VWF COL4A1 ANXA1 FLNA CITED2 PRSS23 LTBP2 GNG12 ITGA6 CAV2 CRIM1 SRPX FN1 GJA1 RGS5 ITGB5 DUSP6 S100A11 CDKN1A IGFBP4 SRGN TPM1 FGFR1 SOX4 EMP3 MFAP2 IER3 GNG11 TNFRSF10B CAV1 TRAM2 CD151 STAB1 TPM2 HSPG2 QSOX1 SERPINE1 WWTR1 SMTN FHL2 CCN1 MAFF LDLR LAMB1 CCL2 CCND1 AKAP12 EMP1 DBN1 SGK1 SERPINH1 BIRC2 LPCAT1 CDC42EP1 CALU SEC11A DDX21 GYG1 PLXND1 MBNL1 PTPRK MICAL2 SCP2 PDLIM5 TSPAN3 PDLIM7 GBE1 SFXN3 PSMC2 TRIP6 IQGAP1 CD44 RAB13 TFRC PTPN12 VAMP5 SCHIP1 MLLT11 NNMT GDF15 ALCAM FADS2 PHLDA2 ITPR3 DDX3Y PDLIM4 INSIG1 PLIN2 EPB41L3 LAPTM5 MGLL LPIN1 ECHS1 PON2 TFPI FADS1 MSMO1 ADGRG6 SLC29A1 UGCG SLC25A1 STMN1 TMX1 PLK1 KRT7 FEN1 LMNB1 PTTG1 SNRPB2 PIR KIF11 H4C3 RND3 PNP HPRT1 CDC25B H2AX MEST NQO1 EFEMP1 EPHA2 CCNB2 CKS2 PKIA UCK2 IGF2BP3 PSMA4 PLOD2 UBE2C THBS1 YWHAE ANPEP ANXA2 MMP1 KRT18 TMEM106C GRN TPX2 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 LOX MAD2L1 POLD2 MAPRE1 DLGAP5 FDPS CDK1 RRM1 PCLAF RAC2 MCM2 LOXL2 CTSC CCT6A CDC20 RCC1 PAICS FOXM1 KIFC1 CSE1L GGH ILF3 TOP2A DTYMK CDKN3 ADAM9 CBX1 LMNB2 CCNA2 RRM2 CENPA PCNA MCM3 GMPS MCM6 RCN2 ANXA3 CCNF AIMP2 SRSF2 STAU1 NOLC1 PLK2 CDH2 PLAUR GSPT1 TMED3 BOP1 MYO10 GJB1 COX7B PROCR RAB11A PPP4R1 IRAK1 PSMD4 ERF UNG VBP1 SSR1 SLC7A5 CDV3 FST BYSL SSBP1 TWF1 PGF PSMD14 EIF4EBP1 SNRPC PDGFA EEF1E1 ELF4 STEAP1 SH3GL1 MCFD2 CCNG1 SLC1A5 SRP19 PRPSAP1 BUB1B AP1M1 RRP1B PRPF19 FADD SWAP70 CAVIN1 SEMA6C VAT1 CCND3 TNPO1 VDAC2 LSM1 ARPC1A CBX3 SNRK DDX1 CDK2 DLC1 PCBD1 DEGS1 RCN1 RGS4 TYMS NUP205 COL2A1 COPS3 DNM2 DUSP14 PPP5C MAPK6 MRPL12 ABCF1 APRT SNRPF RO60 PES1 COPS5 SLC4A2 HSF1 RAB5C PTX3 BTG3 UBN1 HNRNPA0 SLC39A7 NHP2 SMAD3 PSMC6 SQLE FDFT1 MRPL3 LSM3 TFDP1 ARHGDIB METAP1 AURKB SEC23A RPA1 SRP54 SMC4 STK25 ESM1 MAP4K4 COPS2 EBP DNMT1 MTHFD1 ACOT7 CDC123 POLE3 PSMC4 TK1 SEC13 TOMM34 MBD4 HOMER3 FSTL1 PALM2AKAP2 EIF3I SHMT2 CALCRL LSM2 RALA SUZ12 EWSR1 ITGA5 UBE2M PLK3 PSMA3 CASP4 CYB5B PSMB7 EXTL2 BMP4 CLTC ACAT2 IARS2 ACTR2 APEX1 WDR45B SMARCA4 NDUFS2 GALNT1 MCM5 DAP3 ZKSCAN3 TOMM40 KRT4 ZDHHC3 PLS3 NDUFA9 MCM7 APOBEC3B IPO7 CTNNAL1 RAC3 ATIC RBBP7 NAP1L1 CYFIP1 UAP1 MRPL47 EPAS1 PPP4C IMMT DHX9 SMURF2 CAD NDUFS6 UBE4A GMFB PSMG1 UBE3C HSD17B10 F2R PTP4A1 FLII UBE2J1 RHOG FERMT2 TARBP2 PSMD7 MODULE_4 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_4 UBE2L6 UBE2M UBE4A UBE2A UBE2N SUMO1 UBE2D2 UBE2V2 UBE2G1 UBE2D1 UBE2V1 UBE2D3 UBE2E1 UBE2H UBE2I UBE2K UBE2B UBE2S UBL4A CYB561D2 UBR5 MODULE_5 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_5 SLC16A3 CD55 WFS1 CNN3 IGHM TNFAIP3 CFD RGS2 MYL9 GPC3 PLSCR1 CD14 EMP2 TSPAN7 TGFBR2 MTUS1 ALDH1A1 DPYSL3 FCGRT COL6A3 IFI16 AOC3 PCOLCE DEPP1 KRT19 COL3A1 CALD1 ACTN1 ZYX GPNMB C1QB VEGFA TM4SF1 AQP1 SLC2A3 TGM2 PECAM1 DAB2 ENPP2 MYLK ENG ITPR1 SELENOP PDGFRA PER1 LUM VWF COL6A2 COL4A1 TBC1D2B ANXA1 FLNA CITED2 RARRES2 IL1R1 LTBP2 ITGA6 CAV2 FSTL3 CRIM1 SLPI MYH11 SRPX IGHG3 FN1 DHRS3 GJA1 LAMB2 NAMPT RGS5 ITGB5 GPX3 ACKR1 DUSP6 CCL3 SRRM2 COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI SRGN PDGFRB TPM1 FGFR1 EMP3 NFIL3 RAB31 CCN5 FBLN1 IER3 GNG11 CAV1 C7 CD151 F13A1 STAB1 CLEC2B COL6A1 TPM2 COX7A1 IL6 ADIRF HSPG2 QSOX1 RNASE1 LGMN TGFBR3 CLEC3B WWTR1 G0S2 NR4A1 APOE IFI27 IGFBP6 CCN1 MAFF LDLR RHOB CRYAB NUPR1 SOD3 CCL2 MAOB JUNB CD302 CCND1 CDH11 TIMP2 ORM2 TNC C1S SDC1 ABLIM1 PLEC MFAP4 SERPINH1 BIRC2 CRIP1 TNXB LPCAT1 HES1 CDC42EP1 TCEAL4 CCL15 ADIPOR2 CALU SEC11A DDX21 GYG1 IFNGR1 SEPTIN10P1 PPP1R15A PLXND1 PTPRK EMILIN1 CD34 RBPMS CSRP1 TSPAN3 FOSL2 HEG1 MAGI1 PIM1 STAT3 FUCA1 RFTN1 CD44 ADAM19 PTPN12 VAMP5 BCAM IRF9 RAMP2 NNMT HLA-DQB1 CYB5A S100A4 LIPA CADM1 ALCAM CD37 SLIT2 PTPRC ITPR3 ADH1B PTP4A3 LPL TNFRSF14 FABP4 CDH5 INSIG1 ANGPT1 TIMP3 ADM ACSL1 MX1 PLIN2 MAL EPB41L3 ADH1A LAPTM5 ETS2 HLA-DMA S100A8 MGLL PTGDS HLA-DQA1 MAOA CYP1B1 SERPINA3 CLDN5 APOD ECHS1 PON2 CYB5R1 BLVRB ASAH1 TNFRSF1B TFPI FADS1 DTX4 MSMO1 UBE2L6 JCHAIN RNF167 UGCG MEGF9 LAMA5 CYP4B1 KRT7 PNP THBS1 ANXA2 KRT18 GRN RAC2 CTSC ANXA3 PLAUR PPP4R1 AP1M1 CAVIN1 SNRK DLC1 DNM2 APRT RAB5C PTX3 SLC39A7 ARHGDIB PALM2AKAP2 CALCRL CASP4 EPAS1 RHOG FGR FBP1 LRRC32 NEDD9 CCL18 STAT1 NRGN PRB4 SLC39A8 SECTM1 IL4R SCGB1A1 LDB2 CACNA2D2 GBP1 TEK HMOX1 SOCS3 MMP9 EPCAM ST6GALNAC4 POSTN IL7R AGER C2 LCN2 PPL VCAN GMFG MARCO AQP4 LTBR WFDC2 S100A9 SERPINB1 TAP1 GPRC5A CX3CL1 GRK5 SLA HP GLRX CXCL2 CD52 MRC1 DMBT1 PLAAT4 ITGA3 FCER1G TNFAIP2 CSF3R ID1 SERPINA1 ACP5 PGC VSIG4 CYP27A1 ADGRE5 GPSM3 MUC1 FCGR3A FOLR1 ABCA3 LILRB3 F3 CLDN18 SLCO2B1 ALOX5AP AIF1 CD163 UPP1 CCR1 ANOS1 TNFSF10 DEFA3 CD53 ITGB2 IL1RN HPGD IRF1 CYBB AQP3 WIF1 DPYD CHI3L2 CCL5 LMO2 AGR2 MNDA IL32 ITGAM NKG7 FCN1 IL1B APOC1 MSLN HOPX CXCL8 CXCL1 SFTPB CES1 LST1 CLDN7 ALPL EFNA1 TLR2 SFTPC IL2RG CORO1A CST7 TYMP HCK CAPG NKX2-1 SELL KLHDC3 SCNN1A S100P LAMP3 ALOX5 ADH1C ICAM1 CYP2B6 SLC7A7 NCF4 ANXA4 CEACAM6 PRR4 P4HA2 LYN HCLS1 FCGR3B LMO3 LGALS9 SFTPD HPR LCP2 RBMS1 TBX2 MYO1B TCIRG1 FCGR2A FGFR4 LAIR1 TACSTD2 DEFB4A PCDH17 TPSAB1 MVP LCP1 NEBL SNX1 CSF2RB MALL TSPAN1 CDA ATP11A LIMK2 RPS6KA1 CMAHP MAP2K3 MAPKAPK3 ACP2 WAS PDXK ALAS1 PIK3C2B TGFB1 IL13RA1 RRAS ARHGAP4 GNS GATA2 CTSA LPXN PSMB9 NDUFB7 MODULE_6 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_6 CD55 CNN3 LMO4 IGHM RRAD TNFAIP3 CFD MYL9 GPC3 CD14 MDK RNASE4 TGFBR2 MTUS1 ALDH1A1 DPYSL3 FCGRT COL6A3 PCOLCE DEPP1 KRT19 GATM ACTN1 ZYX GPNMB IGFBP2 VEGFA TM4SF1 AQP1 SLC2A3 TGM2 JUN MYLK ITGA7 SGCE AEBP1 ENG FOSB SELENOP PER1 LUM CFH VWF COL6A2 PLA2G2A ANXA1 FLNA CITED2 AKR1C1 RARRES2 PRSS23 ITGA6 CRIM1 ECM2 SLPI MYH11 CNN1 IGHG3 FN1 DHRS3 UBXN1 LAMB2 ITGB5 GPX3 ACKR1 DUSP6 SFRP1 LRP1 SRRM2 BCL6 COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI SRGN PDGFRB TPM1 EGR1 FGFR1 EMP3 RAB31 MXRA5 GEM FBLN1 IER3 TNFRSF10B CAV1 CD151 STAB1 CPE FOS COL6A1 TPM2 NCALD COX7A1 CFHR1 ADIRF HSPG2 RNASE1 LGMN EPHX1 CLEC3B WWTR1 SMTN G0S2 IGFBP3 GAS1 NR4A1 TSPYL2 IFI27 IGFBP6 ATF3 CCN1 DBP MAFF LDLR RHOB CRYAB NUPR1 SOD3 CCL2 JUNB CCND1 LTBP1 TNC C1S FMOD SDC1 ABLIM1 PLEC MFAP4 SERPINH1 BIRC2 CRIP1 SLC39A6 TNXB GSTA4 RSRP1 KCNMB1 DENND2B HES1 GOLGA8A CDC42EP1 CCL15 TFAP2B CHPF SEC11A ACTG2 WDR7 GYG1 UGDH SEPTIN10P1 PPP1R15A PPP1R12B PTPRK AHDC1 CD34 PTPN13 SCP2 RBPMS LDOC1 TSPAN3 FOSL2 FUCA1 CD44 RGS1 NNMT HLA-DQB1 SOX10 CRABP1 CYB5A GDF15 S100A4 RBP4 DDIT4 ALCAM PHLDA2 SLIT2 PTPRC ITPR3 PTP4A3 FABP4 PDLIM4 TIMP3 ADM CD24 ALDH1A3 CXCR4 MAL ANK3 ADH1A LAPTM5 TSPAN8 ETS2 HLA-DMA S100A8 MGLL PTGDS MAOA CYP1B1 FBLN2 SERPINA3 CLDN5 APOD ECHS1 ITGB4 CYB5R1 ARHGDIG ASAH1 TNFRSF1B SPRY1 DTX4 JCHAIN ERBB3 ADGRG6 TLE2 TRIM2 MIA LAMA5 ATP9A CYP4B1 SYNM KRT7 NQO1 KRT18 GRN RAC2 CTSC TMED3 COL2A1 DNM2 APRT HSF1 PLK3 KRT4 EPAS1 FBP1 PRB4 IL4R SCGB1A1 EPCAM ST6GALNAC4 C2 LCN2 PPL WFDC2 S100A9 SERPINB1 GPRC5A CX3CL1 DMBT1 PLAAT4 TNFAIP2 SERPINA1 VSIG4 MUC1 F3 TNFSF10 AQP3 CCL5 AGR2 MSLN CXCL8 CXCL1 CES1 CLDN7 EFNA1 SCNN1A S100P CYP2B6 ANXA4 CEACAM6 PRR4 LYN LGALS9 TACSTD2 TPSAB1 MVP TSPAN1 LIMK2 CMAHP MAP2K3 PDXK AKR1C3 APOC4 KLF5 PROM1 CLDN4 CDH1 KRT15 CNKSR1 SERPINB3 TFF3 COL9A3 LTF CREB3L1 ELF3 MSMB CLDN10 BMP1 KRT14 CFB PSCA PIP ZIC2 SLC9A3R1 RARRES1 TNFRSF25 RHOD KRT5 CCL7 SERPINB5 CH25H MAT1A CRYM SOX9 DEFB1 ALOX15 TP63 PLPP2 CD79A FGFR3 S100A2 CEACAM5 CD6 TRIM29 AZGP1 TRPM2 PI3 CYP2F1 FOXJ1 KLK11 FCGBP CSTA TFF1 GPX2 DUSP5 ALDH3A1 ATP2A3 ADH7 PRSS8 ST6GAL1 KCNN4 HOXB2 EGFR PTPRN2 DSP MUC5B GABRP SPINK2 KCTD17 TCN1 CLDN3 HSPA2 ARFIP2 CHRNB1 CYP1A1 CHST1 DGKA NME3 ACR MUC4 MYH2 UPK1B ALAS2 SLC12A2 MB DDT DKK4 ECI1 MYL2 ALDH3B1 DHRS1 STK39 HMGCS2 GADD45B TMEM63A MEN1 TGFB3 CD22 FZR1 GNE AANAT PTPRU NUCB2 CPD ST3GAL4 TRIM16 FUT6 ZMYM3 FKBP8 LLGL2 HAGH DOK1 ARHGEF16 FAM107A ELL2 NR1D1 PLIN1 TNNC2 GCLC TTLL12 KDM5C SIX1 AQP5 HLF AGPAT2 DDR1 M6PR KCNQ1 MODULE_7 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_7 TFAP2B MAGI1 SNAP25 SOX10 CRABP1 THRA MPZ PPT2 TRIP13 LOX CCNF SLA GPSM3 HPGD HPR ALOX15 CD6 FCGBP SPINK2 CHST1 MYH2 TRIM16 DOK1 PLIN1 TBXT REPS2 ADGRL3 HOXD4 ASIP NRXN1 SP140 GIP SSX4 CYP2A6 AGXT SEMA7A OGG1 CYP2D6 DVL1 IL1RL1 ZNF143 SLC4A1 NECTIN1 STATH CSTF2 B3GNT3 PIK3R2 VAV2 TJP1 CAPN3 PTH2R SCYL3 MPP3 POU6F1 ABCA1 SLC7A11 CBL PLXNA3 AHSG PIK3IP1 ARID1A PARP2 NAT8 MLLT1 ZBTB7A MEF2C NELFA REL PPP3CA ZBTB24 CD8A NDRG2 ISG20L2 FUT3 TBX1 PAX6 SYT5 ABCB9 PHKG1 HOXD13 CDK5R2 GNG4 ARFGAP3 ZP2 TCL1A DUS4L AGPS H3C6 GRK3 ALOX12 GNG7 BNIP1 AKAP7 POM121L9P KRT6A PIK3R3 ITIH1 REG1B RRH CD4 TNFRSF10D WASF2 DPYSL4 CTAG1B N4BP2L1 CEACAM4 TAGLN3 CHP1 CCL16 ELK3 FAM13A HTR7 RUNDC3A CYP27B1 ZC3H14 MLC1 NR0B2 MYCL IKZF1 CACNB1 HTR4 MPZL2 EDA NRG2 FKBP6 C19orf57 ADAM20 PRL CYP2A7 INTS9 PIAS1 C5orf30 RASL10A PARD3 EIF1AY FAM131B COX6A2 GP9 SRPK3 SHBG ALPI CBLN1 KRT33B GAD2 NSG1 TRIM10 SLC22A18AS FMO5 HOXD10 ADA OAS2 TDO2 EXOSC2 CYP2E1 CELSR2 KIF20B TTC22 PIGL MAPK13 HCRT MET LEFTY1 TBR1 ACTL6B MYBPC2 HSF2 CELA2B NTNG1 CDK13 CSNK2A1 SPN GLE1 CD86 RANBP9 PHF20 HTR2A POLA1 PDCD1 PGAM2 GREM1 KIAA0586 FAM214B NTRK1 BARX2 HPS1 RBMXL2 SMAGP MAGEA4 STAT4 SLC18A1 SLC17A3 MLANA PZP HOXC11 CD72 NEMF PRG2 CHP2 KRT32 PTPRD AMMECR1 CNTN6 SIX6 COL19A1 PAX3 EFNA5 DCBLD2 ATP6V1G2 MAGEC1 CASP2 GTF2H3 MSL3 NUDT1 SKI ARL4A RCE1 NMB ARID3A SPTB CEP250 GGA2 LRP6 TRIM21 PIM2 FARP2 MYCBP DCAF7 ALOX12B RNF216 DDX18 DYRK2 CSTF3 ERCC8 ADRA1B ITIH4 NPR1 CACYBP HOXB7 MODULE_8 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_8 FILIP1L CNN3 RGS2 GPC3 MARF1 MDK ALDH1A1 KRT19 COL5A2 ACTN1 ZYX TM4SF1 PEG10 ENPP2 SGCE SELENOP MYC EPS8 RARRES2 ITGA6 CRIM1 FN1 UBXN1 GJA1 ITGB5 DUSP6 DDX42 TGFBI TPM1 SOX4 FAT1 MFAP2 IER3 CAV1 CD151 APOE RBP1 CCN1 LDLR NUPR1 MAOB JUNB ORM2 DBN1 SDC1 GET1 SERPINH1 BIRC2 SLC39A6 SLC43A1 CDC42EP1 ADIPOR2 CALU SEC11A DDX21 GYG1 UGDH PTPRK SCP2 TSPAN3 NFE2L2 KLF10 PSMC2 TRIP6 TFRC PTPN12 CYB5A GDF15 RBP4 ALCAM PHLDA2 ITPR3 GOT1 CD24 IGF2 PLIN2 AHR ECHS1 PON2 TLE1 FADS1 MMD SLC29A1 DYNLT3 SLC25A1 STMN1 TMX1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 H4C3 RND3 PNP HPRT1 MEST EPHA2 CCNB2 CKS2 UCK2 IGF2BP3 PSMA4 PLOD2 UBE2C YWHAE KRT18 TMEM106C TPX2 TRIP13 ZWINT CHAF1A CCNB1 MAD2L1 POLD2 MAPRE1 FDPS CDK1 RRM1 PCLAF MCM2 CTSC CCT6A CDC20 RCC1 PAICS FOXM1 CSE1L GGH ILF3 TOP2A DTYMK CDKN3 ADAM9 CBX1 LMNB2 CCNA2 PCNA MCM3 GMPS MCM6 RCN2 ANXA3 AIMP2 SRSF2 STAU1 NOLC1 CDH2 GSPT1 TMED3 BOP1 GJB1 COX7B RAB11A PSMD4 UNG VBP1 SSR1 SLC7A5 CDV3 BYSL SSBP1 PSMD14 EIF4EBP1 SNRPC EEF1E1 SLC1A5 SRP19 PRPSAP1 BUB1B RRP1B FADD SEMA6C LSM1 ARPC1A CBX3 CDK2 RCN1 TYMS NUP205 COPS3 DNM2 MAPK6 MRPL12 ABCF1 APRT SNRPF RO60 PES1 COPS5 SLC4A2 RAB5C HNRNPA0 SLC39A7 NHP2 PSMC6 SQLE MRPL3 LSM3 TFDP1 METAP1 AURKB SEC23A RPA1 SRP54 MAP4K4 COPS2 EBP DNMT1 CDC123 POLE3 PSMC4 TK1 SEC13 MBD4 EIF3I SHMT2 SUZ12 UBE2M PSMA3 PSMB7 ACAT2 IARS2 ACTR2 APEX1 SMARCA4 NDUFS2 GALNT1 DAP3 NDUFA9 MCM7 IPO7 RBBP7 IMMT DHX9 CAD NDUFS6 GMFB HSD17B10 PTP4A1 TARBP2 PSMD7 UBE2N UBE2E1 IL4R EPCAM SERPINA1 IL32 APOC1 CXCL8 CXCL1 ALPL ANXA4 MYO1B MAP2K3 NDUFB7 PROM1 SLC9A3R1 RHOD DEFB1 FGFR3 ST6GAL1 DSP ARFIP2 CYP1A1 DDT ECI1 CPD PARP2 NUDT1 ARL4A ABCD3 CENPF ETFB PDIA4 RFC4 NTS GC IL1RAP PSPHP1 SERPINA6 FGB ASNS TTK SORD E2F3 PEPD APOH AMBP LPGAT1 ZMPSTE24 CSRP2 ACSL3 WEE1 RPA3 TM4SF4 LIF PTS CDKN2A AGT DDX17 SRPK1 HAT1 BTBD3 UMPS OCLN MSH6 SLBP APOB PIGC PUM3 ALB ADSL VIL1 NRIP1 RIDA GCH1 HMGCR PLCB1 AHCY PSPH ITPA PRKDC CKAP5 LAD1 AK2 HMGA2 AREG LRPPRC GCHFR IQGAP2 IPO5 ALDH4A1 APOA1 SC5D ELOVL2 CXADR SP3 UBD MSH2 LSM7 NUP153 SDHB BAMBI ACBD3 F2 COX11 SNU13 ATP13A3 BMI1 MAD2L1BP ADNP HPN CLPP PAIP1 PAH FXYD2 DECR1 TDG LRPAP1 RBBP4 TLK1 NUTF2 BLOC1S1 C5 CHKA CEBPG SNRPD3 SLC11A2 CTCF HTATIP2 ITIH2 MRPL40 RRP7A WTAP RBCK1 TMEM97 CCL20 DNPH1 SLC30A9 TSG101 RABGGTB SRSF7 CLN3 ETFA TNFAIP8 DCAF11 ASGR2 MTHFS TOR1AIP1 H2AC16 ATP6V1D DPM1 TXNDC9 DDX39A TJP2 POLR2K AGL ARPP19 PDCD10 GRSF1 SEC24C ALG8 GTF2E2 GTF2A2 KIF21B COPB1 TBCE TFAP4 TMED5 E2F5 MYL6B VTN LYRM1 STK17A ABCC6 PDS5A ASGR1 EHBP1 HDDC2 MODULE_9 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_9 SLC16A4 ACTN1 PER1 VWF DHRS3 LGMN HSPB2 VAMP5 STAR TSPAN8 BCAS1 TFPI H4C3 EIF4EBP1 STK25 SFTPD RBMS1 PSCA AHSG NAT8 VIL1 AQP2 AKT1 PLXDC2 FBXL5 RHOT1 PLA2G12B PABPC3 ARSB GRB2 EGF RBM17 ZNF214 DMWD CDX1 CELA3A NOTCH1 ASAP3 RFX7 LRRC37A ICMT ZNF211 ANKRD26 DENND3 CNBD2 VPS45 SYN1 NTRK3 CD99L2 TNNT1 FAM234B PRRG3 TRAPPC6A TBL3 CA4 KCNA4 HAS2 KIF3B AC004151.1 SNX8 MRPS31 PLCD1 KCNJ4 TOX4 MAPK9 HTR2B IRF4 GSN ADORA1 TXNDC12 MAP1A NRP1 CDC14A AK1 TCL6 SOX1 GPC5 ORC6 NFATC4 ZNF408 TBX5 ETAA1 METTL16 GIT2 FSTL4 TMA7 TMEM40 TIRAP SCAPER N6AMT1 TEX14 CCHCR1 EDN2 ZNF195 HOOK1 HRAS DDA1 TERT BCAP29 DDX39B FEZ2 ZNF175 FAM189A2 CECR2 GLT8D2 TMEM231 TTI1 POPDC2 IL33 DNAJC10 TINCR DNAJC28 ZNF79 NCF2 OPHN1 SYNGAP1 TMEM30A ROBO1 CYP2A7P1 ZNF624 HSPA8 ZYG11B GINS3 SCARA3 MODULE_11 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_11 SYNE1 FBXL7 LMO4 TSPAN7 MTUS1 ALDH1A1 DPYSL3 AMT EGR3 GATM GSTM1 C1QB IGFBP2 AQP1 SLC2A3 CHGA PEG10 ENPP2 MYLK ITGA7 SGCE ITPR1 TYRO3 SELENOP PDGFRA PER1 PPP4R2 ALDH7A1 AKR1C1 EFS ITGA6 MYH11 SRPX THBS2 UBXN1 GJA1 RGS5 GPX3 SFRP1 BCL6 TMEM47 FGFR1 SOX4 GABBR1 FAT1 RAB31 IFIT1 FXYD1 CPE FOS NCALD COX7A1 RNASE1 CCND2 EPHX1 CLEC3B APOE RBP1 TSPYL2 IFI27 ZBTB20 SNCG DBP RHOB CRYAB NUPR1 SOD3 MAOB CCND1 CDH11 SMARCD3 ORM2 TNC DBN1 ITM2A SLC23A2 ABLIM1 GET1 CHST15 SGK1 NDN CD200 CACNB3 SLC39A6 GSTA4 PKD1 TCEAL4 TRO BMERB1 TFAP2B NCAM1 GFPT2 WDR7 AHDC1 EFNA2 LDOC1 MAPRE2 RASSF2 SCHIP1 RGS1 L1CAM PLAAT3 MLLT11 PCDH9 SNAP25 CHGB PTN SOX10 FABP7 RCAN2 OLFM1 CRABP1 DYNC1I1 SCG2 SV2B LIPA CADM1 ALCAM CD37 DNM1 FADS2 FKBP1B SNAP91 SLIT2 RTN1 ENO2 KIF5C CHL1 NPY CLIP3 PTP4A3 LPL SYT1 INSIG1 ANGPT1 TIMP3 CD24 ABLIM3 ACSL1 CXCR4 MAL EPB41L3 ANK3 ADH1A LAPTM5 TSPAN8 SPP1 H2BC21 GAP43 STMN2 PTGDS MAOA NEFL PLP1 SERPINA3 SST CLDN5 BCAS1 APOD SYNGR1 ATP6V0A1 EEF1A2 THRA ARHGDIG TLE1 NTRK2 DNAJB2 TBC1D9 MMD ERBB3 QDPR VSNL1 NEFM MBP PPP1R1A TLE2 RNF167 TRIM2 MOAP1 MEGF9 S100B ATP9A PCBP4 MAPK8IP3 STMN1 H4C3 PKIA CDH2 MYO10 GJB1 PRPF19 SNRK RGS4 KRT4 RAC3 EPAS1 UBE2D1 NRGN PRB4 LDB2 CACNA2D2 ST6GALNAC4 VCAN AQP4 DMBT1 SERPINA1 ABCA3 F3 ANOS1 WIF1 LMO2 APOC1 HOPX CORO1A KLHDC3 LMO3 HPR NEBL COL9A3 CLDN10 ZIC2 SLC9A3R1 RHOD MAT1A CRYM SOX9 PLPP2 FGFR3 TRPM2 ST6GAL1 PTPRN2 KCTD17 HSPA2 CHRNB1 CHST1 DKK4 STK39 FZR1 AANAT TRIM16 HAGH FAM107A ELL2 NR1D1 GCLC HLF NRXN1 DVL1 CAPN3 ABCA1 MEF2C PAX6 SYT5 GNG4 GNG7 DPYSL4 TAGLN3 RUNDC3A MLC1 HTR4 EDA NRG2 C5orf30 RASL10A CBLN1 GAD2 SLC22A18AS TBR1 ACTL6B NTNG1 FAM214B PTPRD ATP6V1G2 PSPHP1 FGB CSRP2 AGT DDX17 BTBD3 ALB PLCB1 PSPH ALDH4A1 ATP6V1D KIF21B CA4 KCNJ4 HRAS CARTPT TM7SF2 CX3CR1 APLP1 CA12 SCN2B GAD1 ARHGEF4 VGF DTNB MAPK10 MAPT SERPINI1 SLC17A7 CACNG3 SNPH PDE2A MAPK8IP2 NPTX1 COL9A2 STX1A BAIAP3 RGS7 GABBR2 PLXNB1 EPN2 PCP4 CRMP1 B4GAT1 LY6H DCX GABRB3 CKMT1B SETBP1 RIMS3 GLRB PCSK1 KLK6 CA11 ZBTB16 RIMS2 MAP2 GRIA2 NNAT EPHA4 FOXG1 CHN2 GNAO1 NECAB3 FGFR2 TMSB15A CALB2 CCK ELAVL4 MEIS2 APBB1 PTPRN PSD GRIN1 NOVA1 SV2A GALR3 DCLK1 SORBS2 CBR1 NCAN PHYHIP PRSS2 AMPH GPRC5B SCG5 PENK ABAT PLCH2 GPRASP1 CABP1 CA2 ELMO1 ARNT2 TACC2 SCAMP5 PAX4 DPP6 CNTNAP2 KMT2A TRPC4AP ELAVL2 SNCB CDH4 PDE4B NECAP1 SPOCK1 TUSC3 OMG APBA2 MT1G FAM131A TIMM17B PALM KHDRBS3 MTHFR FAT2 STOML1 FOXO4 MAGI2 RALGPS1 PTPRO ABCC8 ST18 UBL3 FGF9 PRPF6 PARD6A GUCY1B1 POLR2J APC2 ATP2B2 MAP7 WASF3 SLC1A6 SLIT1 ELAC2 CFAP410 MXD4 KYAT1 CACNA1A DUSP8 EFNB3 SPTBN2 ZBTB18 CBX6 CALB1 NOVA2 ST3GAL5 RBMS3 SCO2 MYRF RPH3A SSTR2 CNP PRKACB PRKCZ NEO1 SULT4A1 ATP1B2 HSPA13 FEV PTK2B CELSR3 SPHK2 LGR5 PLXNA2 PLEKHB1 TMX4 MTSS1 EDNRB BICD1 TUBGCP4 EVI2A ITPKA FEZ1 IQSEC1 FZD7 PSG7 TRIM23 BCL11A KCNK1 GPM6A NEURL1 TRIM9 RYR3 BIN1 DLG4 POMZP3 CTSF SLC1A3 SH3BGR KAT6B CELF2 TSPYL4 CDK18 LZTS3 AC021066.1 EXD2 CSPG5 SCN1B ACSL6 PITPNB CEP135 RNF144A ABCC5 RUNX1T1 INPP1 GRIK5 RND1 RSBN1 CDH22 PRKCB STAT2 CORT AAK1 PTPRZ1 TENM4 NAB2 NAP1L3 GBF1 MTMR9 KIF3A LARGE1 NFYC RHBDL1 BRD4 GFAP ATP2B1 BCL9 GABRG2 RREB1 PPP6R2 COLGALT2 RAB11B PDE8B SH3GL3 TMCC2 BCKDHA CUL9 BSN AP3M2 GNB5 KRT31 TCF7 RNF41 ADARB1 GDPD5 CEACAM3 KIF1B LHX2 OAZ2 REV3L CDH16 ADGRL1 ETV5 TNF ARC GPA33 TSPOAP1 IGSF3 HAP1 CYB561 GALC CARD10 DMTN MODULE_12 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_12 CNN3 FBXL7 LMO4 TNFAIP3 COL1A1 MYL9 GPC3 MARF1 CD14 TSPAN7 MTUS1 DPYSL3 FCGRT COL6A3 PCOLCE DEPP1 COL3A1 GATM COL5A2 GSTM1 ZYX C1QB IGFBP2 VEGFA AQP1 SLC2A3 TGM2 PEG10 DAB2 ENPP2 MYLK ITGA7 COL15A1 SGCE AEBP1 ENG FOSB TYRO3 SELENOP PDGFRA PER1 COL6A2 COL4A1 CDKN1C ALDH7A1 ANXA1 AKR1C1 EFS RARRES2 GNG12 ITGA6 CRIM1 ECM2 SLPI MYH11 SRPX THBS2 FN1 DHRS3 GJA1 LAMB2 NAMPT GPX3 ACKR1 SFRP1 LRP1 SRRM2 BCL6 COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI SRGN TMEM47 TPM1 FGFR1 GABBR1 EMP3 FAT1 RAB31 FBLN1 MFAP2 CAV1 IFIT1 FXYD1 STAB1 CPE FOS COL6A1 IL6 HSPG2 RNASE1 CCND2 SERPINE1 CLEC3B WWTR1 SMTN G0S2 IGFBP3 GAS1 NR4A1 APOE RBP1 TSPYL2 IGFBP6 ZBTB20 SNCG CCN1 LDLR RHOB CRYAB NUPR1 CCL2 MAOB JUNB CCND1 TNC DBN1 ITM2A C1S SLC23A2 ABLIM1 GET1 CHST15 TRIB2 RHOBTB3 PLEC COL16A1 SERPINH1 SLC39A6 GSTA4 HES1 GOLGA8A CDC42EP1 TCEAL4 TRO BMERB1 ADIPOR2 TFAP2B NCAM1 DDX21 GFPT2 WDR7 SEPTIN10P1 PEG3 AHDC1 PTPN13 LDOC1 PDLIM5 TSPAN3 MAPRE2 FOSL2 RASSF2 NR2F1 LHFPL2 DST AUTS2 GMPR VAMP5 POU2F3 SCHIP1 RGS1 L1CAM PLAAT3 MLLT11 PCDH9 SNAP25 PTN SOX10 FABP7 CRABP1 DDIT4 LIPA CADM1 ALCAM DNM1 FADS2 SLIT2 RTN1 ENO2 KIF5C GOT1 CLIP3 LPL ZEB1 SATB1 TIMP3 ADM IGF2 NGFR MAL EPB41L3 ANK3 LAPTM5 SPP1 H2BC21 S100A8 GAP43 STMN2 MGLL PTGDS CYP1B1 NEFL PLP1 SERPINA3 SST CLDN5 BCAS1 APOD SYNGR1 ATP6V0A1 EEF1A2 THRA ARHGEF10 ECHS1 ITGB4 PON2 ASAH1 TLE1 TNFRSF1B NTRK2 FADS1 DNAJB2 DTX4 MSMO1 ERBB3 QDPR VSNL1 NEFM DLX4 MBP TLE2 CSPG4 EPB41L2 TRIM2 MEGF9 MPZ S100B PDE8A ATP9A INA PCBP4 ME1 SYT11 AP1S2 USP6 MAPK8IP3 ZIC1 FGF1 SYNM LOX CDH2 GJB1 DNM2 PTX3 FERMT2 POSTN VCAN AQP4 CX3CL1 CXCL2 TNFAIP2 VSIG4 ABCA3 F3 ANOS1 DEFA3 APOC1 HOPX CXCL8 CXCL1 LMO3 PCDH17 NEBL PIK3C2B COL9A3 SOX9 FGFR3 DSP HSPA2 CHRNB1 ALAS2 STK39 TMEM63A TRIM16 FKBP8 FAM107A NR1D1 PAX6 MLC1 AGT SLC11A2 TJP2 CX3CR1 APLP1 ARHGEF4 SERPINI1 PCP4 CRMP1 KLK6 ZBTB16 GRIA2 NNAT APBB1 GRIN1 NOVA1 SV2A DCLK1 NCAN PRSS2 GPRC5B SCG5 PENK ABAT ARNT2 PAX4 DPP6 PDE4B OMG APBA2 PALM UBL3 WASF3 ST3GAL5 MYRF CNP ATP1B2 EDNRB FEZ1 GPM6A BIN1 SLC1A3 CDK18 AC021066.1 PTPRZ1 GFAP COLGALT2 SH3GL3 CYB561 ARHGEF6 ELN IFI44L REG1A COL11A1 RGS16 ISG15 DAAM2 FBN2 C1orf61 UGT8 HMOX2 SLC4A4 SRI ATP10B GNAI1 DIP2C KIAA0513 MODULE_13 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_13 COL1A1 PDGFRA SRPX GPX3 ACKR1 MFAP2 IFIT1 DBN1 CHST15 TNXB DENND2B GFPT2 CD34 FOSL2 SLC6A2 TIMP3 ARHGDIG CYP4B1 AQP7 PLK1 RAC2 MCM2 CTSC GJB1 FST KRT4 EPAS1 CAD UBE2D1 ST6GALNAC4 DMBT1 ITGA3 PGC VSIG4 AIF1 LGALS9 FCGR2A FGFR4 LAIR1 DEFB4A TGFB1 ARHGAP4 LPXN CNKSR1 BMP1 TNFRSF25 PI3 KCTD17 CHRNB1 DGKA ACR ALAS2 DKK4 MYL2 CD22 FZR1 AANAT LLGL2 NR1D1 PLIN1 TTLL12 SIX1 AQP5 M6PR CYP2A6 ZNF143 POU6F1 REL CDK5R2 HTR7 HTR4 GAD2 MYBPC2 SPN GLE1 COL19A1 GTF2H3 SKI CACYBP LIF ASGR2 ASGR1 KCNJ4 CCHCR1 APLP1 SLC17A7 RIMS2 CALB2 PSD TACC2 SCAMP5 ELAVL2 CDH4 MTHFR FAT2 PTPRO ABCC8 UBL3 SLC1A6 RPH3A SULT4A1 ATP1B2 LGR5 TUBGCP4 FEZ1 PSG7 NEURL1 AC021066.1 EXD2 SCN1B CEP135 GRIK5 CORT LARGE1 RHBDL1 RREB1 PPP6R2 COLGALT2 KRT31 TCF7 CEACAM3 CDH16 ARC GPA33 TSPOAP1 HAP1 CARD10 REG1A FBN2 HMOX2 AKAP3 LILRA4 SLIT3 DRD3 DOK2 SAC3D1 SLC6A11 SLC29A2 ITGA2B BUD23 ASIC2 TPMT SIT1 STARD5 RGS9 VENTX RIBC2 HTRA2 CNOT4 AMELX TNP1 SPC25 HSPBP1 MCRS1 NTSR2 CSH2 MAGEA9 ALDOB CHIT1 ITGA10 NPM3 ZKSCAN7 KCNA5 PFKFB2 PROC PDK4 KRT85 SIX3 ODF1 CD33 ZBED4 ECE2 IGHMBP2 SLC5A2 AVPR1B SLC13A2 PRSS16 CD1C LRIT1 LOR CLCNKA OPRL1 SLC6A6 ATF6B CAMK2B VCY TBX19 LBP DIDO1 PDE4C KCND3 SERPINA4 ATP4A CTSG HAL COL10A1 SLC22A6 IVD MATN1 ACKR2 ACVRL1 GTSE1 ETV3 CD5L SEZ6L IVL TLE3 ENTPD2 CHST3 CRCP TRIM15 GYPB UCN NPAS1 ADAMTSL2 H2BC17 SPRR2C ESR1 FLT1 LRRC23 PRELID3A ACACA TNFRSF10C PRPH TMSB4Y PPP3CC SYNGR4 SLC2A1 RECQL5 ALPG PTGS1 XDH SLC6A9 POU4F1 CYP11A1 HSD11B2 RAD51D GHITM ARTN TM4SF5 DNAH9 SZT2 S1PR2 PAX9 FUT7 EPOR LMO1 CCKAR SNX21 GPRIN2 DSG1 HLA-DOB GATA1 ABO BMP10 LYPD3 PRRC1 CHRNE SLC30A3 CD82 FDXR EFNA3 DNALI1 SLC7A4 ARID4B P2RX7 KIF1C PAX8 F7 ZBTB40 VASH1 SH3BP1 LRCH4 SPART VPS11 DPH2 IKBKG ADCYAP1 PCBP3 UNC119B SLC6A7 S100A5 GAGE1 WNT10B DEFA1 PAX7 TUB ZNF157 ALDOC GPR3 KRT2 TEX28 MYOG LY6E SAR1A TEX261 ILRUN YPEL1 MYOZ3 EPM2A FANCL RPS26 CREBZF TBXA2R MAG LY6G6C H6PD RAPGEF5 EMID1 DRG2 HRG MYEF2 PINK1 MPP2 GRIN2A CDKN2C MSC METTL1 SYNCRIP CDX2 MVK KAT7 CNTN2 FMO4 MR1 TNR SLC18A3 KCNK3 ELAVL3 CYP2C9 SEMA4D DAPK2 KIFC3 LYPLA2 VAMP1 ZNF22 CCL13 EDEM1 IRF5 PICK1 CNTN1 POLA2 SLC9A3R2 CD8B MMP25 GJB5 DNASE1 CRYBA4 LMTK2 RASSF1 UGT2B15 MMP15 IFRD2 GRK2 FAM189B SIM2 TBCD PXN HTR6 SLC25A11 ZSCAN12 LSM4 CDK5R1 EFNB1 DPEP1 NRTN FHIT ANK1 TRAFD1 ARSL B4GALT3 SDC3 AFAP1 GRM4 MDC1 CPNE6 XRCC2 DOLK E2F1 OCEL1 HDGF CSF1 LPAR2 SLC1A4 CTF1 LYZL6 UTRN TAZ WBP4 CDK6 TUBGCP2 SMPDL3B PFKFB3 OTUB1 RPS6KB2 DDX11 ALDH1L1 CLEC11A PNMT RASSF7 PBX1 ANKRD12 NDST1 DHCR7 ARPC4 CIAPIN1 TECR NUDT3 PIK3CB CMA1 CFP MGP NFRKB INPP5D MEF2D FOSL1 HRK ATP6V0A2 ATP6V1B1 PDPK1 IFT140 PIGR COPS6 MAPK8IP1 GPR161 TAF1 VPS9D1 PPP2R5D BDH1 PLAU ZNF592 DDX19A ASCC2 TERF2 TGOLN2 E2F4 ADD2 ITPR2 SEMA3F ARVCF STXBP1 MGAT1 HSF4 SLC6A8 C8B RTN2 SRCAP PIGB U2AF2 TCOF1 DNAJC7 MFN1 CSRP3 GOLGA1 KCNAB1 CCDC69 CIZ1 SCARB1 DPT BAHD1 CRHR2 PPM1D SERBP1 PAK4 AGPAT1 CYP2C18 PIGA ADGRE1 FANCG RAB8A FIG4 ADAM15 PPIF PLIN3 RAP1GAP TUBG1 SPEF1 PMF1 MYBPC1 MMP11 PTPN9 MTFR1 SIGMAR1 CLIP2 IQCB1 KCNH2 PSD4 ACIN1 PCNX2 SLC4A3 LTK CREB3 PFDN1 EHD1 KLHL18 USP9X ABHD14A DPF2 ESPL1 RPA2 JAG1 TUBB2A RANBP2 PITPNM1 CD40 TTLL3 ITSN1 HSD17B3 MYO9B PHF10 ORC1 RABGGTA SIK3 PCDHGC3 IKBKE PRPF31 CD19 MXRA8 ST14 MODULE_14 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_14 ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 CXCL8 TBXT JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 VEGFD FGF6 MODULE_15 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_15 LMO4 IGHM RGS2 MDK ALDH1A1 IFI16 PCOLCE ZYX PECAM1 JUN FOSB MYC ANXA1 FLNA UBXN1 SRGN SOX4 EMP3 NFIL3 TNFRSF10B CLEC2B FOS CCND2 SERPINE1 PNRC1 ATF3 DBP MAFF JUNB ORM2 ITM2A BIRC2 CRIP1 RSRP1 SLC43A1 TRO TFAP2B DDX21 GYG1 PPP1R15A MBNL1 EFNA2 CD34 SCP2 TSPAN3 GBE1 MAGI1 PIM1 PSMC2 GADD45A SLC6A2 CD44 ADAM19 TFRC PTPN12 VAMP5 MAN2B1 RGS1 MLLT11 PCDH9 MME HLA-DQB1 DDIT3 FABP7 S100A4 DDIT4 LIPA CD37 FADS2 SLIT2 PTPRC DDX3Y PTP4A3 INSIG1 SATB1 ANGPT1 PLIN2 CXCR4 LAPTM5 ETS2 H2BC21 HLA-DMA HLA-DQA1 LPIN1 ARHGDIG FADS1 UBE2L6 STMN1 TMX1 PTTG1 SNRPB2 H4C3 PNP HPRT1 MEST CKS2 PSMA4 YWHAE ANPEP KRT18 ZWINT POLD2 MAPRE1 PCLAF RAC2 MCM2 CTSC CCT6A PAICS ILF3 LMNB2 PCNA MCM3 GMPS MCM6 AIMP2 SRSF2 NOLC1 BOP1 COX7B RAB11A UNG VBP1 SSR1 CDV3 BYSL EIF4EBP1 EEF1E1 CCNG1 RRP1B PRPF19 CCND3 CBX3 CDK2 TYMS DNM2 PPP5C APRT RO60 COPS5 HNRNPA0 FDFT1 MRPL3 LSM3 ARHGDIB METAP1 RPA1 COPS2 DNMT1 MBD4 SHMT2 EWSR1 PLK3 APEX1 GALNT1 RAC3 PPP4C CAD HSD17B10 PTP4A1 UBE2J1 RHOG TARBP2 GMFG SERPINB1 GLRX CXCL2 CD52 PLAAT4 CSF3R GPSM3 AIF1 CD53 LMO2 IL1B APOC1 HOPX CXCL8 LST1 IL2RG CORO1A CST7 CAPG SELL KLHDC3 NCF4 LYN HCLS1 LGALS9 LCP2 LAIR1 LCP1 MAP2K3 MAPKAPK3 WAS TGFB1 ARHGAP4 PSMB9 AKR1C3 PROM1 ZIC2 SLC9A3R1 ATP2A3 SPINK2 CHST1 DGKA ACR DKK4 FZR1 DOK1 TTLL12 KDM5C M6PR SLC7A11 AHSG PARP2 HTR7 MLC1 HTR4 EDA ADA OAS2 CSNK2A1 PRG2 NUDT1 CEP250 PIM2 MYCBP SORD RPA3 PIGC ADSL NRIP1 ITPA PRKDC AK2 LRPPRC IQGAP2 MSH2 BMI1 WTAP CLN3 TNFAIP8 KIF21B CCHCR1 ELMO1 CFAP410 PRKACB PTK2B PITPNB BRD4 BCKDHA KRT31 GPA33 HAP1 ARHGEF6 HMOX2 ITGA2B HTRA2 PFKFB2 KCND3 ACKR2 SYNGR4 SLC2A1 GATA1 SYNCRIP TNR IRF5 POLA2 CRYBA4 LSM4 CDK5R1 CDK6 ARPC4 INPP5D PPP2R5D SERBP1 RAB8A PMF1 PTPN9 CLIP2 PSD4 ITSN1 LSP1 RGS10 MPO DOCK2 PTPN7 PSMB8 MYB CD69 GNA15 H2BC12 ME2 FKBP5 S1PR4 ICAM3 SEPTIN6 PMAIP1 DARS1 MPP1 CREG1 NMI HMGN4 EVI2B TCF12 LAMP2 PKN1 RAP1A ZMIZ1 GATA2 TRANK1 EIF2S3 SF3A1 PYGL PLCG2 ITGB7 RNASE2 CLDN9 TARBP1 FLT3 BNIP2 PTPRCAP TP53 PLEK TBXAS1 DYRK1A WIZ H2AC6 VAMP7 TIAF1 SMARCD2 P2RX1 SLC25A46 TRAF2 SFPQ SERTAD2 JARID2 LRBA MTA1 HHEX CD47 ZPR1 SEC22B MAP4K1 ITGA4 RNPEP EDC4 IMPA2 EIF5 TFDP2 ARL6IP5 NSMAF VRK1 STX10 PRIM1 DDX3X MODULE_16 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_16 SLC16A3 CFD ACTN1 ZYX SLC2A3 ENG PDGFRA MYC ANXA1 FLNA CITED2 ITGA6 SLPI IGHG3 DUSP6 CCL3 SRRM2 S100A11 SRGN EMP3 RAB31 IER3 TNFRSF10B IFIT1 QSOX1 CCND2 LDLR CCL2 P4HA1 ORM2 SDC1 SLC39A6 TNXB SLC43A1 CDC42EP1 CALU DDX21 GYG1 IFNGR1 EFNA2 ACD RASSF2 HSPB2 MAGI1 MSX1 GADD45A ADAM19 GMPR TFRC MAN2B1 MME SOX10 S100A4 FADS2 PTPRC PTP4A3 INSIG1 IGF2 PLIN2 CXCR4 EPB41L3 LAPTM5 S100A8 CYP1B1 ARHGDIG TNFRSF1B FADS1 DTX4 MSMO1 SLC25A1 CYP4B1 STMN1 TMX1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 KIF11 H4C3 PNP HPRT1 H2AX CKS2 PSMA4 UBE2C ANPEP TMEM106C TPX2 TRIP13 MYBL2 ZWINT CHAF1A MAD2L1 POLD2 RRM1 PCLAF RAC2 MCM2 CTSC CCT6A CDC20 RCC1 PAICS FOXM1 GGH ILF3 TOP2A LMNB2 CCNA2 CENPA PCNA GMPS MCM6 CCNF AIMP2 SRSF2 NOLC1 PLAUR GSPT1 BOP1 COX7B IRAK1 UNG VBP1 SSR1 SLC7A5 CDV3 EIF4EBP1 SNRPC EEF1E1 SLC1A5 BUB1B AP1M1 RRP1B PRPF19 SEMA6C CCND3 VDAC2 LSM1 CDK2 TYMS NUP205 COL2A1 COPS3 PPP5C MRPL12 RAB5C NHP2 FDFT1 MRPL3 LSM3 TFDP1 ARHGDIB METAP1 AURKB RPA1 COPS2 DNMT1 TK1 SHMT2 PLK3 APEX1 MCM5 TOMM40 KRT4 RAC3 EPAS1 CAD PSMG1 HSD17B10 PTP4A1 RHOG TARBP2 UBE2E1 FGR PRB4 MMP9 ST6GALNAC4 S100A9 SERPINB1 SLA GLRX FCER1G VSIG4 GPSM3 ALOX5AP AIF1 CD53 ITGB2 CYBB CCL5 LMO2 MNDA CXCL8 CES1 LST1 SFTPC IL2RG CORO1A CST7 HCK CAPG S100P NCF4 HCLS1 LGALS9 LCP2 TCIRG1 LAIR1 LCP1 SNX1 CDA ATP11A RPS6KA1 MAP2K3 MAPKAPK3 WAS TGFB1 ARHGAP4 LPXN CNKSR1 BMP1 ZIC2 TNFRSF25 CCL7 CSTA CHST1 ACR ALAS2 DKK4 MYL2 CD22 FZR1 AANAT PTPRU CPD ST3GAL4 TRIM16 LLGL2 DOK1 FAM107A NR1D1 TTLL12 KDM5C AQP5 AGPAT2 M6PR OGG1 DVL1 NECTIN1 SLC7A11 AHSG ARID1A TBX1 HTR7 MLC1 HTR4 NRG2 SHBG OAS2 EXOSC2 CSNK2A1 SPN FAM214B PRG2 CASP2 GTF2H3 NUDT1 NMB ARID3A MYCBP DCAF7 CSTF3 ASNS SORD ZMPSTE24 WEE1 RPA3 LIF HAT1 MSH6 SLBP PIGC ADSL PRKDC AK2 MSH2 ADNP TDG RRP7A TMEM97 TNFAIP8 DDX39A KIF21B TRAPPC6A KCNJ4 CCHCR1 FAM189A2 SCN2B GALR3 ELAVL2 SULT4A1 ATP1B2 FEV PTK2B LGR5 PLEKHB1 NEURL1 CELF2 AC021066.1 CORT BRD4 RREB1 BCKDHA KRT31 TCF7 TNF ARC GPA33 HAP1 CARD10 ARHGEF6 KIAA0513 SLC6A11 ITGA2B VENTX RIBC2 AMELX NTSR2 ITGA10 NPM3 PFKFB2 PROC ODF1 CD33 ZBED4 ECE2 SLC5A2 AVPR1B LRIT1 CLCNKA SLC6A6 LBP KCND3 ATP4A CTSG ACKR2 GTSE1 GYPB PRELID3A TMSB4Y PPP3CC SLC2A1 POU4F1 ARTN PAX9 FUT7 BMP10 PRRC1 FDXR F7 SH3BP1 LRCH4 DPH2 IKBKG SLC6A7 PAX7 TUB GPR3 RPS26 HRG CDKN2C SYNCRIP DAPK2 IRF5 POLA2 CD8B GJB5 CRYBA4 UGT2B15 MMP15 IFRD2 SIM2 TBCD PXN LSM4 CDK5R1 FHIT ARSL DOLK LPAR2 SMPDL3B DDX11 ARPC4 CFP INPP5D PIGR GPR161 TAF1 BDH1 PLAU DDX19A ADD2 SEMA3F HSF4 C8B PIGB KCNAB1 CRHR2 SERBP1 CYP2C18 RAB8A PSD4 KLHL18 ESPL1 ITSN1 PHF10 ORC1 LSP1 RGS10 MPO DOCK2 PTPN7 MYB GNA15 H2BC12 ME2 S1PR4 ICAM3 DARS1 CREG1 NMI HMGN4 TCF12 LAMP2 PKN1 RAP1A ZMIZ1 EIF2S3 PYGL PLCG2 RNASE2 CLDN9 FLT3 PTPRCAP PLEK WIZ VAMP7 JARID2 CD47 ZPR1 SEC22B RNPEP EDC4 IMPA2 TFDP2 STX10 PRAME CCL4 TYR RAD54L NDC80 KCNQ3 AQP8 HMMR BASP1 ATF5 PKMYT1 SCN4A ADRA1D KYNU RRP9 GLA LRP3 HK3 CYP4F12 SNRPA1 FAM53B HTR3A OXCT1 LILRA2 CRYAA SERPINB2 CCNE1 GRAMD4 NUP50 NCBP2 COMP ADAM10 SMS RBBP8 CTNNBIP1 ESRRA NPC1 SBNO2 GNAQ NUP62 BLMH GPR183 PRTN3 ARHGEF2 PRKCD PMM2 SLC5A6 HSPB11 ZNF117 NFKBIB MODULE_17 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_17 MDK KRT19 ZYX VEGFA SLC2A3 TGM2 COL15A1 MYC ANXA1 AKR1C1 DHRS3 UBXN1 ITGB5 SRRM2 S100A11 IGFBP4 EMP3 IER3 TNFRSF10B CFHR1 G0S2 APOE DLK1 SNCG LDLR JUNB P4HA1 IGF1 GET1 TRIB2 SERPINH1 LPCAT1 SLC43A1 HES1 CDC42EP1 ADIPOR2 CALU CHPF SEC11A ALDH1A2 DDX21 SCP2 NFE2L2 PIM1 PSMC2 GADD45A TFRC PTPN12 MLLT11 NNMT DDIT3 GDF15 DDIT4 PHLDA2 PTPRC ITPR3 GOT1 PTP4A3 INSIG1 ANGPT1 CD24 LAPTM5 H2BC21 BLVRB FADS1 MSMO1 UBE2L6 SLC29A1 UGCG STMN1 TMX1 PLK1 FEN1 PTTG1 SNRPB2 PNP HPRT1 H2AX CCNB2 CKS2 UCK2 IGF2BP3 PSMA4 KRT18 TPX2 TRIP13 ZWINT CHAF1A CCNB1 POLD2 MAPRE1 FDPS CDK1 PCLAF RAC2 MCM2 CTSC CCT6A CDC20 RCC1 PAICS ILF3 TOP2A DTYMK LMNB2 CCNA2 PCNA MCM3 GMPS MCM6 AIMP2 SRSF2 NOLC1 GSPT1 TMED3 BOP1 GJB1 COX7B PSMD4 VBP1 SSR1 SLC7A5 BYSL SSBP1 PSMD14 EIF4EBP1 SNRPC EEF1E1 MCFD2 CCNG1 SLC1A5 SRP19 AP1M1 RRP1B PRPF19 CCND3 VDAC2 CBX3 DDX1 CDK2 TYMS NUP205 COPS3 DNM2 MAPK6 MRPL12 ABCF1 APRT SNRPF PES1 COPS5 SLC4A2 HSF1 NHP2 PSMC6 SQLE FDFT1 MRPL3 LSM3 METAP1 AURKB SRP54 COPS2 EBP DNMT1 MTHFD1 ACOT7 POLE3 PSMC4 TK1 SEC13 MBD4 EIF3I SHMT2 UBE2M PSMA3 CYB5B PSMB7 ACAT2 IARS2 APEX1 SMARCA4 NDUFS2 DAP3 TOMM40 KRT4 MCM7 APOBEC3B IPO7 RAC3 ATIC RBBP7 NAP1L1 MRPL47 PPP4C IMMT DHX9 CAD NDUFS6 PSMG1 HSD17B10 RHOG LTBR VSIG4 LMO2 APOC1 IL2RG KLHDC3 ZIC2 CYP2F1 ST6GAL1 HOXB2 ECI1 FKBP8 KDM5C CSNK2A1 NUDT1 ARL4A ARID3A PIM2 RFC4 PSPHP1 ASNS TTK SORD ACSL3 WEE1 RPA3 SRPK1 PIGC RIDA HMGCR AHCY PSPH PRKDC CKAP5 AK2 LRPPRC MSH2 LSM7 NUP153 SDHB ACBD3 CLPP DECR1 RBBP4 MRPL40 RBCK1 CLN3 DDX39A PDCD10 SEC24C ALG8 GTF2E2 GTF2A2 TBCE TFAP4 TNNT1 TRAPPC6A ZNF175 NECAB3 PRSS2 TRPC4AP TUSC3 TIMM17B CELF2 PRKCB COLGALT2 ISG15 CSH2 GATA1 DPH2 DDX11 PPP2R5D ORC1 RGS10 MYB H2BC12 DARS1 NMI HMGN4 TCF12 GATA2 EIF2S3 SF3A1 PYGL H2AC6 VAMP7 SLC25A46 MTA1 HHEX RNPEP EIF5 VRK1 PRIM1 PRAME HMMR PKMYT1 RRP9 SNRPA1 SMS NPC1 BLMH HSPB11 CDC45 RNASEH2A H1-2 KIF14 KIF2C EZH2 TMEM158 GART MAGEA3 ZNF451 PYCR1 NMU MAGEA2 TMEM259 ITGB3BP CD3D ZBTB5 IL27RA CRYZ SF3A3 GNL2 DHX30 RTCA PRSS3 RBM42 C5orf15 KHDC4 POLRMT CIAO1 CCT4 H2BC13 BCL2L1 RARS1 HMGCS1 GFPT1 MRPS12 HIC2 ZNHIT3 INPPL1 IGBP1 CDK16 SNW1 TCAP SMC1A PPP2R2A MTREX DDHD2 MRPS27 PRPF40A H2BC11 AHCYL1 NUP93 CDC34 SF3A2 SRPRA LSM14A BMS1 MARCHF6 RANGAP1 EXOSC8 MODULE_18 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_18 SLC16A3 CNN3 PLSCR1 EMP2 MTUS1 IFI16 PCOLCE ACTN1 GPNMB VEGFA TM4SF1 PEG10 SGCE AEBP1 TYRO3 PDGFRA PER1 MYC COL4A1 CDKN1C EPS8 ANXA1 FLNA PRSS23 GNG12 ITGA6 CRIM1 SRPX THBS2 FN1 DHRS3 ITGB5 DUSP6 SFRP1 S100A11 TPM1 EMP3 FAT1 MFAP2 IER3 GNG11 SEMA3C TNFRSF10B CAV1 IFIT1 TRAM2 CD151 TPM2 SERPINE1 WWTR1 SMTN GAS1 FHL2 LAMB1 TIMP2 TNC PLAT SDC1 TRIB2 PLEC SERPINH1 SLC39A6 LPCAT1 SLC43A1 CDC42EP1 CALU DDX21 GYG1 EFNA2 TSPAN3 HEG1 GBE1 NFE2L2 HSPB2 MSX1 PSMC2 TRIP6 CD44 CAP2 TFRC MLLT11 MME SOX10 FABP7 GDF15 S100A4 DDIT4 CADM1 PHLDA2 ITPR3 PTP4A3 PDLIM4 ANGPT1 TIMP3 ALDH1A3 PLIN2 EPB41L3 SPP1 PLP1 ARHGDIG ERBB3 VSNL1 ADGRG6 TRIM2 DYNLT3 CYP4B1 PPT2 SYNM STMN1 TMX1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 PIR KIF11 H4C3 RND3 HPRT1 H2AX NQO1 CKS2 UCK2 IGF2BP3 PSMA4 PLOD2 UBE2C YWHAE ANPEP ANXA2 MMP1 KRT18 TMEM106C TPX2 TRIP13 ZWINT CHAF1A CCNB1 MAD2L1 MAPRE1 DLGAP5 FDPS CDK1 RRM1 PCLAF RAC2 MCM2 CTSC CCT6A CDC20 RCC1 PAICS FOXM1 KIFC1 CSE1L GGH ILF3 TOP2A DTYMK CBX1 LMNB2 CCNA2 CENPA PCNA GMPS MCM6 RCN2 CCNF AIMP2 SRSF2 NOLC1 PLK2 CDH2 TMED3 BOP1 MYO10 GJB1 COX7B PROCR IRAK1 PSMD4 UNG VBP1 SSR1 SLC7A5 SSBP1 TWF1 PSMD14 EIF4EBP1 SNRPC EEF1E1 SLC1A5 SRP19 BUB1B AP1M1 RRP1B PRPF19 FADD VAT1 CCND3 TNPO1 LSM1 ARPC1A CBX3 CDK2 DEGS1 TYMS NUP205 COL2A1 COPS3 PPP5C MAPK6 MRPL12 ABCF1 SNRPF RO60 SLC4A2 BTG3 HNRNPA0 SLC39A7 NHP2 SMAD3 PSMC6 FDFT1 MRPL3 TFDP1 METAP1 AURKB SEC23A RPA1 COPS2 DNMT1 MTHFD1 ACOT7 CDC123 POLE3 PSMC4 TK1 TOMM34 SHMT2 CYB5B IARS2 APEX1 WDR45B ZKSCAN3 KRT4 MCM7 APOBEC3B RAC3 EPAS1 CAD GMFB PTP4A1 PRB4 ST6GALNAC4 ITGA3 VSIG4 CXCL8 CXCL1 CST7 LAIR1 SNX1 CDA MAP2K3 COL9A3 BMP1 ZIC2 TNFRSF25 MAT1A HOXB2 CHST1 ACR ALAS2 DKK4 CD22 AANAT ST3GAL4 TRIM16 DOK1 NR1D1 TTLL12 KDM5C AGPAT2 M6PR OGG1 SLC7A11 ARID1A TBX1 HTR7 HTR4 NRG2 C5orf30 SLC22A18AS CSNK2A1 HTR2A MAGEA4 CASP2 NUDT1 CEP250 CSTF3 PDIA4 RFC4 ASNS LPGAT1 ACSL3 RPA3 PTS HAT1 MSH6 SLBP PIGC ADSL AHCY ITPA PRKDC CKAP5 AK2 IPO5 ELOVL2 NUP153 BAMBI NUTF2 HTATIP2 TOR1AIP1 DDX39A ICMT SCAMP5 ST3GAL5 CNP ATP1B2 FEV LGR5 PSG7 NEURL1 AC021066.1 PITPNB TCF7 ETV5 TNF GPA33 IGSF3 HAP1 CARD10 ITGA2B RIBC2 HTRA2 AMELX MCRS1 NTSR2 PFKFB2 ODF1 SLC5A2 TBX19 KCND3 ACKR2 GTSE1 CHST3 GYPB NPAS1 PRELID3A SYNGR4 SLC2A1 POU4F1 PAX9 FDXR IKBKG RPS26 LY6G6C CDKN2C SYNCRIP IRF5 POLA2 CD8B CRYBA4 IFRD2 PXN LSM4 CDK5R1 MDC1 DOLK E2F1 SLC1A4 SMPDL3B ARPC4 CIAPIN1 PIGR GPR161 ADD2 SEMA3F SERBP1 PIGA PMF1 PTPN9 ESPL1 ITSN1 PHF10 ORC1 H2BC12 HMGN4 TCF12 LAMP2 RAP1A EIF2S3 CLDN9 WIZ JARID2 ZPR1 PRAME TYR PKMYT1 KYNU HTR3A NUP50 SMS RBBP8 NPC1 HSPB11 NFKBIB MAGEA3 MAGEA2 C5orf15 CIAO1 TCAP NUP93 CDC34 QPCT GULP1 RFC3 SHROOM2 TFAP2A INHBC DUSP4 COPS8 SLC26A2 DLEC1 GCLM LEF1 ACOT2 CDYL ATP1A1 MOXD1 EHMT2 PRCC PWP1 RCAN1 AP3B1 TGIF1 INTS1 FKBP9 MODULE_19 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_19 CD55 CNN3 FBXL7 CFD RGS2 MYL9 GPC3 CD14 TSPAN7 TGFBR2 MTUS1 ALDH1A1 FCGRT AOC3 PCOLCE GSTM1 C1QB VEGFA TGM2 CHGA PEG10 DAB2 ENPP2 ITGA7 COL15A1 SGCE ENG ITPR1 FOSB SELENOP PDGFRA PER1 LUM COL6A2 COL4A1 CDKN1C TBC1D2B ALDH7A1 CITED2 AKR1C1 RARRES2 IL1R1 GNG12 FSTL3 ECM2 MYH11 SRPX IGHG3 GJA1 LAMB2 RGS5 ITGB5 GPX3 AOX1 SRRM2 BCL6 COL1A2 IGFBP4 GADD45G PDGFRB TPM1 EMP3 RAB31 MXRA5 DDR2 TNFRSF10B C7 IFIT1 STAB1 NECTIN2 CPE FOS COL6A1 TPM2 COX7A1 HSPG2 RNASE1 CCND2 EPHX1 TGFBR3 CLEC3B WWTR1 G0S2 NR4A1 APOE RBP1 TSPYL2 IFI27 IGFBP6 DLK1 ZBTB20 SNCG LDLR RHOB CRYAB NUPR1 SOD3 CCL2 MAOB JUNB CCND1 C1S SLC23A2 ABLIM1 GET1 TRIB2 SGK1 NDN SERPINH1 BIRC2 TNXB GSTA4 RSRP1 DENND2B GOLGA8A CDC42EP1 TCEAL4 CCL15 ADIPOR2 TFAP2B SEC11A NCAM1 WDR7 PEG3 PPP1R15A MBNL1 AHDC1 EFNA2 CD34 ROR2 SCP2 RBPMS LDOC1 TSPAN3 MAPRE2 FOSL2 GBE1 NFE2L2 HSPB2 NR2F1 JADE2 FUCA1 PSMC2 AKAP17A IQGAP1 RAB13 GMPR PTPN12 IRF9 CHGB CYB5A SCG2 DDIT4 CADM1 FADS2 SLIT2 ADH1B DDX3Y LPL FABP4 TIMP3 IGF2 PLIN2 CXCR4 EPB41L3 ADH1A HLA-DMA MAOA APOD EEF1A2 ECHS1 PON2 TLE1 FADS1 MSMO1 QDPR VSNL1 DLX4 SLC29A1 DYNLT3 GRB10 NQO1 CDH2 RAB11A MCFD2 PRPF19 PCBD1 DNM2 APRT RAB5C FSTL1 PLK3 KRT4 EPAS1 PTP4A1 LRRC32 PRB4 ST6GALNAC4 VCAN LTBR GLRX MRC1 TNFAIP2 VSIG4 CD163 HPGD APOC1 KLHDC3 HCLS1 MAP2K3 ALAS1 ZIC2 SLC9A3R1 RHOD ALOX15 EGFR CHRNB1 NME3 DHRS1 AANAT ST3GAL4 HAGH NR1D1 PLIN1 TTLL12 HLF AGPAT2 MEF2C ABCD3 SORD PTS RIDA IQGAP2 SC5D BAMBI TMEM97 CLN3 AGL VTN TM7SF2 PDE2A ZBTB16 RIMS2 NECAB3 CALB2 SORBS2 PHYHIP PENK TUSC3 FOXO4 ELAC2 CBX6 ST3GAL5 SCO2 FEV TMX4 MTSS1 BIN1 SH3BGR TCF7 PDE4C KCND3 ATP4A EPOR CDKN2C CDK5R1 NRTN PBX1 ITPR2 SLC4A3 LSP1 FKBP5 PLCG2 ZNF451 CRYZ AHCYL1 QPCT SLC26A2 ACOT2 KDM5D PHYH AADAC SERPINA5 NFKBIL1 HSD17B4 GSTT1 PTH1R ALDH3A2 RGN MERTK GSTA2 ABCC3 COBLL1 ACO1 CCN3 ABCB1 SEPTIN4 INHA PCCA DCAF8 PAPSS2 SPTBN1 DLG5 NPTX2 HYI AGTR1 TST ALDH6A1 NR5A1 GPD1L HOXA5 MAN2A1 MODULE_20 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_20 CCL2 CD34 TNFRSF14 TIMP3 AQP7 PLK1 PGC LGALS9 WAS CFB PTPRU BNIP1 KRT6A PIK3R3 CTAG1B CEACAM4 MYBPC2 SLC18A1 CSTF3 ITIH4 LIF KCNJ4 PTPRN PSD PALM FEV SCN1B GBF1 IGHMBP2 AVPR1B LRRC23 HLA-DOB SLC30A3 EFNA3 PAX8 ADCYAP1 DRG2 MPP2 MVK IRF5 CD8B PXN PBX1 AGPAT1 ADAM15 MMP11 SIGMAR1 CREB3 DPF2 HSD17B3 RABGGTA PCDHGC3 IKBKE ST14 ARHGEF2 PDE4A NELL2 CSNK2A2 MADD CHRND USP11 CDSN PLCG1 HYAL2 KRT35 STIM1 AIP CDH15 TEF FES GABRA1 SIRPB1 MAMLD1 GCM1 EBI3 TMEM94 FBXO46 RING1 DAPK1 SLC14A2 VPS72 NFIC GH2 MODULE_21 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_21 HPRT1 PAICS GMPS TYMS APRT ADA UMPS GART ADK IMPDH2 MODULE_22 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_22 SLC39A6 ATP6V0A1 NDUFS2 NDUFA9 NDUFS6 NDUFB7 NDUFB1 NDUFV2 NDUFV1 ATP5F1A NDUFS3 NDUFS8 NDUFA4 ATP5F1E NDUFS4 ATP5F1D ATP6V1G1 ATP5ME ATP5MC3 ATP5PF ATP6V0D1 ATP6V0E1 NDUFAB1 ATP6V0B ATP5MF NDUFS5 NDUFA1 ATP6V0C ATP5PO ATP5PD NDUFB3 ATP6AP1 NDUFB8 NDUFA2 NDUFB5 ATP2C1 NDUFB10 NDUFA3 ATP5MC1 NDUFA7 NDUFA5 ATP5MC2 NDUFA6 NDUFC1 CCS MODULE_23 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_23 FBXL7 IGHM COL1A1 MYL9 CD14 RNASE4 ALDH1A1 FCGRT AMT PCOLCE GATM GSTM1 C1QB IGFBP2 VEGFA TGM2 AEBP1 ENG SELENOP PDGFRA SELE CFH ALDH7A1 CITED2 AKR1C1 EFS RARRES2 AR SLPI SRPX IGHG3 FN1 DHRS3 LAMB2 ITGB5 GPX3 AOX1 LRP1 IGFBP4 TGFBI TNFRSF10B IFIT1 CD151 FXYD1 STAB1 NECTIN2 COL6A1 CFHR1 ADIRF HSPG2 QSOX1 LGMN SERPINE1 EPHX1 CLEC3B SMTN G0S2 IGFBP3 APOE RBP1 IFI27 SNCG RHOB NUPR1 SOD3 CCL2 MAOB CCND1 TIMP2 ORM2 IGF1 PLAT C1S SDC1 TNXB SLC43A1 CDC42EP1 CCL15 TFAP2B CHPF UGDH EFNA2 CD34 ROR2 SCP2 HSPB2 FUCA1 SLC6A2 GMPR VAMP5 MAN2B1 RAMP2 MME NNMT CYB5A RBP4 CADM1 DNM1 FADS2 SLIT2 ADH1B GOT1 TNFRSF14 TIMP3 IGF2 ABLIM3 ACSL1 PLIN2 MAL ADH1A PCK1 HLA-DMA DDC MGLL PTGDS MAOA SERPINA3 CLDN5 ECHS1 CYB5R1 BLVRB ARHGDIG TLE1 TNFRSF1B FADS1 UBE2L6 ERBB3 QDPR VSNL1 DLX4 PPP1R1A RNF167 SLC25A1 CYP4B1 AQP7 STMN1 ANPEP KRT18 POLD2 GJB1 PROCR EIF4EBP1 SEMA6C PCBD1 RGS4 COL2A1 APRT MTHFD1 ITGA5 PLK3 KRT4 RAC3 EPAS1 FGR FBP1 IL4R ST6GALNAC4 IL7R C2 LTBR HP GLRX PLAAT4 SERPINA1 VSIG4 CYP27A1 MUC1 FOLR1 SLCO2B1 HPGD AQP3 IL32 NKG7 APOC1 CES1 ALPL EFNA1 SFTPC CST7 ADH1C CYP2B6 HPR TCIRG1 FGFR4 LAIR1 CDA ATP11A MAP2K3 MAPKAPK3 WAS ALAS1 TGFB1 AKR1C3 APOC4 CDH1 CNKSR1 BMP1 CFB SLC9A3R1 TNFRSF25 RHOD MAT1A DEFB1 TRIM29 AZGP1 TRPM2 PRSS8 ST6GAL1 EGFR CLDN3 CHRNB1 NME3 ACR ALAS2 DDT DKK4 ECI1 DHRS1 HMGCS2 GADD45B TMEM63A MEN1 CD22 FZR1 GNE AANAT ST3GAL4 TRIM16 LLGL2 DOK1 ARHGEF16 FAM107A NR1D1 TTLL12 AQP5 AGPAT2 TBXT CYP2A6 AGXT OGG1 CYP2D6 SLC7A11 AHSG ARID1A NAT8 MEF2C H3C6 ITIH1 DPYSL4 N4BP2L1 HTR7 NR0B2 HTR4 NRG2 CYP2A7 COX6A2 SRPK3 SHBG SLC22A18AS FMO5 TDO2 CYP2E1 NTNG1 HTR2A GREM1 SMAGP PAX3 CASP2 ITIH4 ETFB GC SERPINA6 FGB SORD PEPD APOH AMBP TM4SF4 AGT APOB ALB RIDA GCHFR ALDH4A1 APOA1 F2 HPN PAH ITIH2 TMEM97 CLN3 ASGR2 MTHFS VTN ABCC6 ASGR1 TRAPPC6A TBL3 TBX5 C4BPB C8A C4BPA C6 TM7SF2 VGF STX1A NOVA1 SORBS2 SCAMP5 TRPC4AP MT1G TIMM17B MTHFR STOML1 ELAC2 CFAP410 RBMS3 SCO2 FEV CELSR3 NEURL1 CTSF AC021066.1 EXD2 RUNX1T1 STAT2 RHBDL1 BRD4 PPP6R2 BCKDHA BSN KRT31 TCF7 CDH16 TNF ARC HAP1 ELN ISG15 HMOX2 ATP10B SAC3D1 SLC6A11 ASIC2 STARD5 RIBC2 AMELX NTSR2 ALDOB ITGA10 ZKSCAN7 PFKFB2 PROC ODF1 SLC5A2 AVPR1B SLC13A2 TBX19 LBP KCND3 SERPINA4 ATP4A IVD SEZ6L ENTPD2 GYPB UCN SPRR2C ESR1 PRELID3A SLC2A1 XDH POU4F1 TM4SF5 FDXR F7 IKBKG PAX7 ILRUN RPS26 LY6G6C HRG FMO4 CYP2C9 SEMA4D CD8B DNASE1 CRYBA4 UGT2B15 CDK5R1 NRTN FHIT DOLK E2F1 CDK6 SMPDL3B ALDH1L1 PBX1 CFP MGP TAF1 BDH1 C8B DPT MMP11 PSD4 RGS10 H2BC12 S1PR4 ICAM3 PLCG2 CLDN9 TYR KCNQ3 ATF5 LRP3 CYP4F12 HTR3A SBNO2 NFKBIB INHBC DLEC1 ACOT2 PHYH AADAC SERPINA5 NFKBIL1 ALDH3A2 RGN GSTA2 ABCC3 ACO1 AGTR1 ALDH6A1 CCS PAEP CYP2C19 GRK1 FMO3 SERPIND1 IL3 HYAL1 F12 GLYAT LCAT UGT2B7 CYP2C8 DNAH3 KNG1 APOC2 CP APCS LGALS4 COL18A1 AQP9 CYP2J2 HAAO COL7A1 REN SLC37A4 PRF1 HSD17B6 HOMER2 APOL1 FABP1 DIO1 ITIH3 SHMT1 CPS1 TFR2 NAAA FCN2 PCK2 HPD MST1 SPP2 CPN2 FETUB FGA CYP4A11 FURIN GPT LECT2 HGD TRIB1 SLC22A1 CBS DNASE1L3 HCN3 SDS PROX1 FGL1 HSD11B1 SERPINF2 SLC10A1 DAO AKR7A3 F10 ARG1 CPB2 EPHX2 TULP1 ACOX2 GNMT IGFBP1 UGT2B4 PON3 SERPINC1 PLG ECM1 APOM GCGR ENPP1 JAK3 SLC38A10 GSTZ1 PMVK CALML3 GCKR AK4 ALDH1B1 APOC3 GRB7 ARSA BCKDK LTC4S RXRA CPN1 BHMT GPLD1 CYP3A4 TFF2 SYNPO2L ACAA1 GYPE MPG APEX2 CLEC10A ANXA9 SLC22A18 FUT1 SLC11A1 PTCH1 CFHR3 KLKB1 PCYT2 CD3E ATP2B4 IHH SCD CYP4F3 FLOT1 DCHS1 NPFF HMGCL GTPBP1 BCL2 PC ITGBL1 PCDH1 ACACB ACOX1 MODULE_24 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_24 CNN3 COL1A1 GPC3 CD14 RNASE4 ALDH1A1 FCGRT COL6A3 AMT PCOLCE COL3A1 GATM COL5A2 ACTN1 GSTM1 ZYX C1QB IGFBP2 VEGFA AQP1 SLC2A3 TGM2 PEG10 ENG SELENOP PDGFRA CFH COL6A2 PLA2G2A COL4A1 PPP4R2 TBC1D2B CITED2 AKR1C1 RARRES2 IL1R1 SLPI SRPX FN1 DHRS3 UBXN1 LAMB2 ITGB5 GPX3 ACKR1 LRP1 SRRM2 COL1A2 IGFBP4 TGFBI SRGN GADD45G NFIL3 MFAP2 IER3 TNFRSF10B IFIT1 FXYD1 STAB1 NECTIN2 COL6A1 CFHR1 HSPG2 LGMN SERPINE1 EPHX1 CLEC3B IGFBP3 APOE RBP1 PNRC1 DLK1 CCN1 LDLR RHOB NUPR1 SOD3 MAOB JUNB CCND1 P4HA1 ORM2 C1S SDC1 PLEC SERPINH1 TNXB SLC43A1 CDC42EP1 CCL15 TFAP2B UGDH PEG3 PPP1R15A MICAL2 EFNA2 SCP2 LDOC1 HSPB2 PIM1 FUCA1 MSX1 SLC6A2 GMPR BCAM NNMT CYB5A GDF15 S100A4 RBP4 DDIT4 FADS2 PHLDA2 FKBP1B GOT1 INSIG1 TIMP3 ADM CD24 IGF2 ABLIM3 ACSL1 PLIN2 ADH1A LAPTM5 PCK1 SPP1 ETS2 DDC S100A8 MAOA SERPINA3 CLDN5 HSPA6 ECHS1 PON2 BLVRB ARHGDIG TNFRSF1B FADS1 MSMO1 UBE2L6 QDPR VSNL1 PPP1R1A SLC29A1 RNF167 MEGF9 SLC25A1 PTTG1 H4C3 PNP CKS2 UBE2C ANPEP KRT18 TMEM106C PCLAF RAC2 MCM2 CDC20 PCNA TMED3 GJB1 FST DLC1 PCBD1 COL2A1 DNM2 PPP5C ITGA5 PLK3 EPAS1 PTP4A1 FBP1 IL4R HMOX1 ST6GALNAC4 C2 S100A9 HP GLRX CSF3R SERPINA1 VSIG4 CYP27A1 FOLR1 SLCO2B1 CD163 DEFA3 IL1RN HPGD AQP3 LMO2 IL32 APOC1 ALPL EFNA1 CST7 CYP2B6 HPR FGFR4 LAIR1 MAP2K3 WAS ALAS1 AKR1C3 APOC4 CDH1 LTF CFB SLC9A3R1 TNFRSF25 CCL7 FGFR3 AZGP1 TRPM2 ST6GAL1 EGFR DSP CHRNB1 ALAS2 DDT DKK4 ECI1 HMGCS2 MEN1 AANAT ST3GAL4 TRIM16 FKBP8 LLGL2 HAGH DOK1 ARHGEF16 FAM107A ELL2 NR1D1 GCLC TTLL12 AQP5 AGPAT2 KCNQ1 CYP2A6 AGXT SLC4A1 ABCA1 AHSG NAT8 ITIH1 NR0B2 CACNB1 HTR4 CYP2A7 SLC22A18AS TDO2 CYP2E1 SPN HTR2A GREM1 FAM214B PRG2 PTPRD PIM2 ITIH4 ETFB GC SERPINA6 FGB SORD APOH AMBP TM4SF4 AGT APOB ALB RIDA GCH1 GCHFR IQGAP2 ALDH4A1 APOA1 F2 HPN PAH FXYD2 C5 ITIH2 ASGR2 MTHFS VTN ABCC6 ASGR1 KCNJ4 CCHCR1 CFI C4BPB C4BPA C6 TM7SF2 NNAT GALR3 ABAT DPP6 CDH4 MT1G MTHFR PTPRO CFAP410 RBMS3 SCO2 ATP1B2 PSG7 NEURL1 AC021066.1 RND1 AAK1 RHBDL1 PPP6R2 TMCC2 TCF7 GDPD5 CEACAM3 HAP1 CYB561 CARD10 ELN FBN2 SLC6A11 ITGA2B STARD5 RIBC2 AMELX NTSR2 ALDOB PROC LBP KCND3 SERPINA4 CTSG GTSE1 GYPB TM4SF5 EPOR GATA1 IKBKG HRG METTL1 UGT2B15 TBCD CDK5R1 NRTN SMPDL3B SLC6A8 C8B DPT MMP11 RGS10 MPO H2BC12 MPP1 PYGL RNASE2 TYR ATF5 HTR3A SBNO2 PRTN3 CRYZ BCL2L1 INHBC DLEC1 GCLM PHYH AADAC SERPINA5 GSTT1 RGN ACO1 AGTR1 SERPIND1 HYAL1 F12 LCAT KNG1 APOC2 APCS CYP2J2 SLC37A4 FABP1 ITIH3 SHMT1 CPS1 TFR2 PCK2 HPD MST1 SPP2 FETUB FGA CYP4A11 LECT2 HGD TRIB1 DNASE1L3 SDS FGL1 SERPINF2 F10 ARG1 CPB2 TULP1 IGFBP1 PON3 SERPINC1 PLG ECM1 APOM JAK3 AK4 APOC3 BHMT CYP3A4 SYNPO2L ACAA1 ANXA9 FUT1 KLKB1 IHH CYP3A7 IGSF1 PPBP RBM38 SMOX RNASE3 DRD2 XK HBZ BAAT PF4 HBD COL9A1 APOA4 ACADSB PTGER3 RHAG CLUH NXPH4 GYPA ACSL4 SETD1B MOK MODULE_25 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_25 NDUFS2 NDUFS6 NDUFV2 NDUFV1 NDUFS3 NDUFS8 NDUFS4 NDUFS5 NDUFB3 NDUFB8 NDUFB5 NDUFC1 UQCRB MODULE_26 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_26 CAP2 DDIT3 DYNC1I1 INSIG1 PTGDS SST TRIM2 PDE8A AP1S2 SMURF2 B3GNT3 DUS4L FARP2 RBCK1 AQP2 ARSB NTRK3 CD99L2 TOX4 ADORA1 APLP1 RPH3A PDE8B AKAP3 KIFC3 GJB5 NUDT3 RTN2 SIK3 MXRA8 CDYL TFR2 CALML3 KCND1 LRTM1 ECEL1 BBOX1 GALNT13 CYP46A1 LTV1 RASGRP3 MMP27 SIPA1L2 KLHL41 MED8 DLGAP2 PPP1R17 ACTR3B UBE2T CDHR2 TSKU PBRM1 KIAA1210 CARD18 ACP4 GDA GAL3ST3 FAIM2 TFB1M CFL2 FA2H INTS13 SEZ6L2 ZKSCAN5 NECTIN1 KLHL20 OGDHL ATG4D ST6GALNAC5 PANK1 GDAP1L1 GPRC5D DNAJC27 ATPAF2 FAXC HOXC10 EPB41L4A SLC4A5 RANBP17 FLRT3 CENPJ MTHFD1L ACTN2 SNTG2 TRIT1 IFT57 DPEP2 APBB1IP NRIP3 LINGO1 SPG11 LINC00869 TLR9 AGBL5 PRPSAP2 SH2B2 SYT6 SNTG1 SLC7A6OS MS4A14 ACTR6 IQCA1 NAGPA MDM1 NSD1 SPOCK3 SMO ARID2 BAG2 FOXF2 AFAP1-AS1 ZRANB1 NDE1 HSPA4L EIF2AK4 LYRM2 PRTFDC1 PHLPP2 ARHGEF25 ANGEL1 SERTAD4 PECR CCDC62 SPATA5L1 DENND5A ARMCX5 FMNL2 MRPL39 SLC22A16 KLF1 WNT6 EMC9 GOSR1 CD93 MZB1 LGI2 TANGO6 THOC2 FBXO34 VAPB TRPM1 ADCK2 TRIM5 CPNE4 TMEM163 HEBP1 LINC01549 CSGALNACT2 TMEM144 ERVH48-1 ERO1B DNAJC14 HINFP ZHX2 VDAC3 CLOCK MRPL36 DOP1B NSFL1C FAHD2A STRA6 PHF24 PAXBP1 RBFOX2 DHX58 NLN PPDPF ANKRD13A AAR2 GIMAP5 ZNF655 CLDN14 MYOT MAP3K13 TYW1 MSTO1 MRRF RPAP1 CRNN KHDC1 EEF1G TM2D1 TRAF7 BMPR1B SLC7A9 TBC1D15 TXNDC17 OR2I1P ZDHHC4 COX15 CXCL13 BAIAP2 TP53RK IFT52 SLC10A2 SCEL SS18L2 INF2 UQCR10 MPPED1 YJU2 GDF2 FBXL4 SLC7A10 NOSIP DSE VPS36 MODULE_27 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_27 CD14 FCGRT PDGFRA IL1R1 AR ITGB5 ACKR1 LRP1 CDKN1A PDGFRB FGFR1 DDR2 TNFRSF13B TGFBR3 EDNRA NR4A2 LDLR CCL2 PDGFRL TNC TRIB2 IFNGR1 ROR2 NR2F1 PTPRC NPY NGFR CXCR4 AHR LEPR TNFRSF1B NTRK2 EPHA2 ANPEP PLAUR CALCRL ITGA5 PRB4 IL4R TEK IL7R LTBR GPRC5A MRC1 ITGA3 FCER1G CSF3R FCGR3A FOLR1 LILRB3 F3 CD163 CCR1 ITGB2 ITGAM TLR2 IL2RG ICAM1 FCGR2A TACSTD2 CSF2RB IL13RA1 CLDN4 TNFRSF25 PLPP2 CD79A FGFR3 CD6 PTPRN2 GABRP CHRNB1 PTH2R CD8A RRH CD4 NR0B2 HTR4 CD86 CD72 IL1RAP APOH ASGR2 ASGR1 HTR2B ADORA1 NRP1 TIRAP CFI CR2 CX3CR1 GABRB3 EPHA4 FGFR2 GRIN1 GALR3 GPRC5B PTPRO EFNB3 EDNRB EVI2A GABRG2 GPA33 DRD3 ITGA2B ITGA10 PDK4 CD5L S1PR2 EPOR CHRNE SEMA4D CCL13 CD8B CDK5R1 ADGRE1 CD40 CD69 ITGB7 FLT3 P2RX1 HTR3A LILRA2 GPR183 CD3D IL27RA PTH1R MERTK AGTR1 HYAL2 GLYAT RXRA GPLD1 BMPR1B RORA CD2 CD5 IL10RA LGALS3 GHRHR TMPRSS2 GPR39 B2M C5AR1 HLA-DRB5 ADRB2 KIR3DL1 LILRB2 THBD FOLR2 IGSF6 FCGR1A KLRK1 HBEGF PTPRM CHRNA4 IL18R1 LANCL1 OLR1 CHRNA2 IL3RA IL13RA2 VIPR1 NPY1R HLA-DOA LILRA1 GHR GPR182 ITGAL CHRNB3 IL2RB C3AR1 PRPH2 KIT SLAMF1 HLA-DRA CXCR6 GPR65 ADRA2B CD3G P2RY14 TNFRSF11B LPAR6 PTPRS CCR5 CCR9 TLR1 GLRA1 BDKRB2 FPR1 HLA-A CD79B KIR2DL4 PRSS12 EPHB6 CD247 CCR2 PTAFR HCAR3 CHRNA7 LGALS3BP FCER1A PGLYRP1 ROR1 IL6ST RARB FPR2 PTPRH FRZB IL15RA EFNA4 AVPR1A EPHB1 GABRG3 HLA-C GABRR1 P2RY10 FOLR3 PTPRE FCER2 TACR3 MS4A2 GP1BB MST1R PPARA CILP CNTFR UNC13B RYR1 CRLF1 HLA-DMB FAS ITGAX KIR2DL3 PTPRR FZD9 GABRE LPAR1 CXCR5 NPR3 PRKCH KLRC1 GLRA2 CCR8 CHRNB4 GRM2 EPHA7 CNR2 OPRK1 OXTR LIFR CNR1 PRKD1 PSG3 ADRA2A VDR TMPRSS15 IL2RA CD27 CNTNAP1 NPR2 GRIK1 GFRA3 MUSK SELP SFRP4 HCP5 GRIK3 TIE1 CSF2RA CIITA ADORA2A PPARG CD300C IGLL1 AXL RARG NPY2R IL6R KLRC4 TLR3 PTGER2 FZD5 OPRM1 PTPRG PTK7 ITGB8 ADGRB2 ERBB4 ADGRL2 GRM3 HLA-G OPCML PTGFR GPR171 NCR1 TNFRSF17 MPL RNASEL P2RX3 CD80 HCRTR2 PLA2R1 NTSR1 PTPRF TNFSF11 P2RY6 TNFRSF4 RARA GLRA3 FCAR PRKCA ITGB3 TNFRSF21 HLA-B CHRNB2 PTGER1 ROS1 CHRNA3 HFE BRS3 ADRB1 CR1 EFEMP2 LRP2 GRPR GPR75 RAMP3 CXCR2 GRIK2 ERBB2 ADCYAP1R1 TNFRSF8 IL12A FZD2 GPR37L1 ITGA9 DRD4 MCC ITGB6 CD180 EPHB2 PDK1 ADORA3 GP1BA TNFRSF10A LILRA3 HRH1 KLRC2 CHRM1 IL12RB1 BDKRB1 RGR MYOC LILRB4 CD96 MODULE_28 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_28 PSMC2 PSMA4 PSMD4 PSMD14 PSMC6 PSMC4 PSMA3 PSMB7 PSMD7 PSMD1 PSMD10 PSMB4 PSMD6 PSMD8 PSMA1 PSMA2 PSMB1 PSME1 PSMD12 PSMB3 PSMB2 PSMC1 PSMD9 PSMC5 PSMA6 PSMB5 PSMD3 PSMA5 PSMD2 PSMD11 PSMA7 PSMD13 MODULE_29 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_29 DAP3 RPS26 RPS29 RPS19 RPS20 RPS23 RPS4X RPS16 RPS13 RPS15 RPS24 RPS10 RPS17 RPS12 RPS6 RPS4Y1 RPS25 RPS2 RPS27 RPS28 RPS15A RPS3 RPS18 RPSA RPS14 RPS21 RPS8 RPS7 MODULE_32 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_32 RNASE4 RAB31 GEM RAB13 DDX3Y SATB1 EEF1A2 FEN1 SNRPB2 IGF2BP3 CHAF1A CBX1 SRSF2 NOLC1 GSPT1 RAB11A SSBP1 EIF4EBP1 SNRPC SRP19 LSM1 MRPL12 SNRPF RO60 RAB5C HNRNPA0 MRPL3 RPA1 SRP54 MBD4 EIF3I RALA EWSR1 APEX1 RBMS1 ARFIP2 CSTF2 POLA1 NUDT1 RPA3 SLBP SNU13 SNRPD3 SRSF7 DDX39B SCG5 CBX6 CELF2 SEPTIN6 EIF2S3 SF3A1 SFPQ EIF5 SNRPA1 NCBP2 RNASEH2A SF3A3 GNL2 DHX30 RTCA EEF1G PSMA1 RPS29 RPS19 RPS20 RPS23 RPS4X RPS16 RPS13 RPS15 RPS24 RPS10 RPS17 RPS12 RPS6 RPS4Y1 RPS25 RPS2 RPS27 RPS28 RPS15A RPS3 RPS8 RPS7 RPL31 RBM4 HMGB1 SRSF11 RAN EEF1D RPLP1 SRP9 RPL19 NPM1 PCBP2 EIF3G SRSF6 EEF2 TRA2B RPLP0 EIF4A1 RPL17 KHDRBS1 EIF4B RPL6 CARS1 HNRNPA1 RPL9 PABPC1 EIF3F RPLP2 EIF1 HNRNPH2 SNRPE YBX1 EIF4A3 BZW1 RPL8 RPL29 RPL35 EEF1A1 NCL RPL18 RBM3 RPL7A EIF3E RPL27A RPL23A RPL12 SUB1 PCBP1 HNRNPH1 ELOC RPL15 SNRPG RPL21 ARF4 RRAGA GNAS RPL18A RPL38 RPS11 EIF4H RBMX RBM5 TUBB3 RPL7 XRCC6 SNRPD2 KARS1 HNRNPR EEF1B2 TUBA3C RPN1 RAP1B XRCC5 MSI1 NARS1 HNRNPA2B1 CIRBP FUS TUFM RPL11 EIF4A2 SSB PABPC4 EIF3H RPL3 ELOB HNRNPC ILF2 RAB14 ACTL6A GTPBP6 HNRNPF EIF3J RPL24 EIF3C ZFP36 SRSF9 SNRPA ARF5 EIF5A MRPL23 SEPTIN2 SMARCC1 POLR2G SRSF10 RPL32 RAD23A EIF4EBP2 SRP14 RPL37 GNAI2 U2AF1 RPL26 YBX3 HDLBP TUBB4B EIF3D CBX4 RPL22 FUBP1 AARS1 PUM1 EIF2S1 ZC3H11A SLU7 RNASET2 EIF4G2 RHOA RIT1 RAB10 ETF1 RHOH TUBA4A OAS1 TMPO SNRPN RNMT HNRNPUL1 HNRNPA3P1 FBL R3HDM1 RAB5A EIF6 RPP38 SNRPD1 FMR1 HNRNPL DFFA EFTUD2 TIAL1 SUCLG1 RALB GNA12 NUP42 RAB2A AIMP1 CHD4 SFSWAP MODULE_33 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_33 CFD MYL9 TSPAN7 PCOLCE CALD1 CHGA ENPP2 SELENOP PDGFRA VWF IL1R1 ITGA6 SLPI GJA1 LRP1 BCL6 FAT1 MFAP2 C7 IFIT1 STAB1 CLEC2B COL6A1 TPM2 COX7A1 CFHR1 ADIRF HSPG2 LGMN IGFBP6 CXCL12 SOD3 AKAP12 LTBP1 EMP1 IRS1 TRIB2 CACNB3 KCNMB1 PKD1 CDC42EP1 KLF4 FOSL2 MLLT11 PTN GDF15 LIPA CCL21 DNM1 PHLDA2 FKBP1B FABP4 ADM CD24 MX1 ADH1A MAOA FBLN2 CLDN5 THRA PON2 ARHGDIG ASAH1 TLE1 MMD KRT7 MEST EPHA2 UCK2 PLOD2 THBS1 ANPEP MMP1 KRT18 DTYMK RRM2 GJB1 ERF ELF4 PPP5C PTX3 SMAD3 ITGA5 KRT4 EPAS1 UBE2H PRB4 SECTM1 MMP9 TNFAIP2 ACP5 MUC1 CYBB CCL5 FCN1 MSLN LST1 CORO1A HCK RAC2 CAPG NKX2-1 SELL KLHDC3 SCNN1A PRR4 TCIRG1 FGFR4 DEFB4A TPSAB1 AKR1C3 TFF3 ELF3 KRT5 MAT1A CRYM ALOX15 CD6 AZGP1 TFF1 GPX2 PRSS8 ACR MYH2 MYL2 CPD ST3GAL4 TCL1A ITIH1 PDCD1 ARL4A DCAF7 HOXB7 CSRP2 GCH1 LAD1 FXYD2 CHKA CCL20 TNNT1 C3 CR2 MAPK10 MAPK8IP2 PLXNB1 RIMS3 KLK6 EPHA4 TMSB15A ELMO1 KMT2A SPOCK1 APBA2 FOXO4 GUCY1B1 MAP7 SLC1A6 KYAT1 FEZ1 POMZP3 INPP1 NAB2 RAB11B ADARB1 ARC ELN UGT8 CSH2 CHIT1 CD1C HAL TLE3 NPAS1 EPOR MYOG ANK1 PFKFB3 HRK C8B KCNH2 NRG1 LSP1 GATA2 ITGB7 H2AC6 PRAME SCN4A HTR3A CCNE1 COMP ESRRA HMGCS1 DUSP4 KDM5D NFKBIL1 PTH1R MERTK INHA SHMT1 FURIN GPT SDS JAK3 PMVK RXRA CLEC10A GTPBP1 PPBP XK PF4 KLF1 RORA GHRHR C5AR1 C3AR1 PRPH2 KIT P2RY14 PTPRS CD79B KIR2DL4 CD247 PTAFR HCAR3 LGALS3BP PTPRH FRZB GLRA2 CNR2 OPRK1 CD27 CNTNAP1 GRIK1 PTK7 NTSR1 ERBB2 ADCYAP1R1 LILRB4 RPS4Y1 EFTUD2 PTPN3 TAGLN LY6D RAPSN ETS1 ID4 SPARC ITPKB CTSL KIAA0040 DSG2 KRT8 MAPK12 HNF1A CD70 ASPH SLC28A1 MAPK4 KRT13 PMEL HBB SPRR1B CCL17 ACTA2 SLC19A1 RXRG SPOCK2 MAPK7 PSG6 LTB TNFAIP6 CXCL10 S100A3 GLI1 RIN1 PDZK1IP1 TCN2 NOS1 CEACAM1 TNNT3 RPS6KA2 UCHL1 BBC3 RAD9A BIK DMAC2L ME3 TMEFF1 RGS3 CACNG1 NGF CD9 PTMS WT1-AS SERPINA7 TP53I11 CTSH CAMP ART3 ABCA4 DELE1 TNFRSF1A CD36 ASS1 FYB1 PBX2 MAPK11 TGM3 NEB TEAD4 CLC RUNX1 TCEA2 BORCS8-MEF2B EVPL KCNQ2 DRP2 LMAN2 CPA1 RBMY1A1 HK2 STS TPBG SERPINB9 BLM GPR143 KCNAB2 SLC12A4 GSTM5 NFIX MKI67 KIF1A AKAP6 MYL1 CCNA1 GABRB1 KRTAP5-9 PPOX SLC7A6 POU3F1 NPRL3 SOD2 ARHGAP22 ZFP36L2 PRRX1 INPP5A NTN3 FUT4 SPTLC2 BPI RFC2 SCNN1B BLK KRT81 KAT5 MAN2A2 MYL4 TNNI1 PFN2 CCDC106 EPB42 CACNA2D1 SLC20A1 LNPEP GCNT1 MYH7 GLI2 CCL23 TK2 SGCA WASHC5 ATF2 LPCAT3 NF2 ZBTB48 P3H4 HOXA4 NKX3-1 FAAH TESK1 PAFAH1B3 PLCB3 MARCKS MODULE_35 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_35 CARS1 KARS1 NARS1 AARS1 SARS1 YARS1 QARS1 GARS1 IARS1 HARS1 EPRS1 HARS2 KHSRP LIG1 VARS1 LARS2 MODULE_36 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_36 RRM1 PCNA RCN2 EEF1E1 CCNG1 CYB5B UBE2E1 MMP9 HOPX PROM1 KRT15 SCYL3 CBL E2F3 SRPK1 HAT1 TDG SNRPD3 TJP2 ARPP19 NCF2 KLK6 MEIS2 AMPH GPRC5B ABAT MAGI2 RALGPS1 HSPA13 CELSR3 TRIM23 KCNK1 ETV5 GALC HRG ME2 FKBP5 RNASE2 NSMAF ADAM10 ZNF117 POLRMT SLC26A2 PHYH DAPK1 CBS ATP2B4 ACOX1 KLHL20 TM2D1 ME3 BORCS8-MEF2B RBBP6 ADNP2 TTC37 ATP5MG SLC27A2 ZNF821 BCAR3 ZNF189 COG5 TSN SLC25A12 CASP9 USP2 MBD1 EXOSC10 TEP1 GUCA2B SNRNP40 TCFL5 TCAF1 FPGT CDKN1B NCOA2 PPM1B RBM12 MED1 CENPC NECTIN3 GUCY2D KRR1 ZSCAN9 DYNC2LI1 PRH1 AGA UCHL3 RAB3GAP2 ZNF646 SPIB LPIN2 ITGB1BP1 ORC5 AGGF1 ATP6V1C1 TP53TG1 CTBS PEX2 GTF2B DLAT MTMR11 PIAS3 NINL NFYA CBY1 SURF2 TMEM131L ISCA1 EED RNF114 CREBL2 PPM1A PIBF1 ACVR2A BRD1 ALKBH1 TTLL4 POLR3C UPF2 ANP32E STX8 BARD1 CLP1 CDS2 PER2 CRABP2 SRSF3 PDE4D AMY2B NIPBL H1-3 CLASRP CA5BP1 PHF3 FLRT2 TRIP12 PROS1 CSRNP2 PARG FLAD1 RPGR SYMPK ACOT13 ASH2L SLC35D1 DHRS12 ARIH1 TRAK1 COQ2 SNTA1 ATP6AP2 MORC2 HNMT GTF2H1 PLAGL2 BAZ1A ATP5PB ARF6 PLXNC1 SPEN NUP88 MODULE_37 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_37 COL6A3 KRT19 GSTM1 SELE PPP4R2 CITED2 GJA1 ITGB5 ACKR1 NFIL3 CLEC2B FOS QSOX1 TGFBR3 IFI27 CD302 TIMP2 SLC43A1 ADIPOR2 STAT3 RABGAP1 SV2B CHL1 CDH5 TBC1D9 UGCG PKIA CHAF1A TMED3 CCNG1 PTX3 SMAD3 MRPL47 IMMT UBE2J1 PLAAT4 GPSM3 DPYD ITGAM CXCL8 LAIR1 FGFR3 EGFR CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 ZBTB7A CD8A NDRG2 HOXD13 CYP2A7 GGA2 DDX17 ELOVL2 SLC11A2 TMEM97 TFAP4 AC004151.1 SCARA3 BAIAP3 DCX DCLK1 ELMO1 CDH4 CELF2 CDH22 PTPRZ1 CUL9 REV3L LILRA4 ZKSCAN7 S100A5 MYEF2 CYP2C9 IRF5 SDC3 CSF1 MXRA8 SF3A1 TP53 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HYAL2 FURIN ENPP1 GSTZ1 RXRA SCD CLUH NXPH4 KLHL41 ATG4D ACTR6 CSGALNACT2 TMEM144 MRPL36 ANKRD13A IL18R1 NPY1R FPR2 MST1R EPHA7 RARG RNASEL PTPRF SLC9A6 EEF1D ELOB TUBA4A RALB SLC19A1 NGF CD9 ART3 RFC2 DYNC2LI1 BARD1 PDE4D PHF3 DHRS12 AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 PPP1CB XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 BCR CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 TRIM14 PCED1B LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 MAP4 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P HNRNPU LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIO3 DIRAS2 COQ8A PTGS2 MTTP CIP2A CMTM6 ESPN PTPRT BPTF POLDIP3 LDAH GALNT3 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 NELFB NUP58 PDCD6 CTSZ NXF1 YWHAB SENP1 PCSK5 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 SH3BP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 GREB1 STRIP2 MED25 FAF1 BRAP PCGF1 GLT8D1 WRNIP1 PPIL2 CCDC90B POGLUT2 TRIM7 ZNF638 ZMAT4 SOX21 MMP14 ANKRD1 CCNH TMEM248 UTP11 LMO7 C19orf73 ALDOA HS1BP3 MBD5 CPNE1 HACD1 DHODH EPS15L1 SLC17A8 BSDC1 MED14 PDCD2L LHPP SLC26A8 NMT1 MAGEL2 MICALL1 ZFP41 TNFRSF13C PRDM1 RARB LRRC4C CYP2B7P PITPNC1 FMN1 SPAG9 SFT2D3 DCANP1 REPIN1 FAR2 HOXC4 MAP1S EDN1 CENPK ZNF202 CEP55 NACAD CAPRIN1 MYH1 IGKC GSTM4 POU6F2 KLF13 ZGRF1 EFCC1 ACSBG1 CDH13 KIAA1522 NOL7 RHPN1 PAPOLA BMX METTL22 ZMYM6 HSD17B12 GATA3 PDCD5 BHMT2 VEGFC GPR68 ABCC1 TRMT6 TRAF3 SNTB2 ISCU OBSCN PNPLA2 TSC22D3 CCDC134 GEMIN4 GPR137B CLCF1 ORC3 OR2A1 MAP6D1 UFL1 HINT3 DDX60 P4HTM SYCP2 SLC5A4 RBM7 CD1A ABL2 HNRNPH3 THEG TMF1 AGAP2 PCDHB7 WNT2 GCA BEND5 CCDC102A MED24 FAM3B ENC1 SELPLG RALGPS2 ZNF764 MODULE_38 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_38 SLC16A3 WFS1 CNN3 RRAD TNFAIP3 CFD COL1A1 MYL9 GPC3 MARF1 CD14 EMP2 FCGRT COL6A3 PCOLCE DEPP1 KRT19 COL3A1 COL5A2 ZYX GPNMB C1QB IGFBP2 TM4SF1 TGM2 PEG10 PECAM1 DAB2 ENPP2 MYLK COL15A1 ENG FOSB PDGFRA PER1 VWF COL6A2 PLA2G2A COL4A1 CDKN1C TBC1D2B ANXA1 FLNA CITED2 EFS RARRES2 IL1R1 LTBP2 FSTL3 CRIM1 MYH11 SRPX IGHG3 FN1 DHRS3 LAMB2 ITGB5 GPX3 LRP1 COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI GADD45G PDGFRB TPM1 FGFR1 EMP3 RAB31 FBLN1 MFAP2 IER3 GNG11 CAV1 TRAM2 CD151 F13A1 STAB1 NECTIN2 COL6A1 TPM2 HSPG2 QSOX1 RNASE1 LGMN SERPINE1 TGFBR3 CLEC3B IGFBP3 GAS1 APOE RBP1 IFI27 ATF3 DLK1 CCN1 MAFF RHOB CRYAB SOD3 JUNB CCND1 TIMP2 LTBP1 IGF1 SLC23A2 SDC1 RHOBTB3 PLEC MFAP4 SERPINH1 CRIP1 TNXB LPCAT1 DENND2B HES1 CDC42EP1 CALU TFAP2B CHPF ACTG2 PPP1R15A PLXND1 CD34 PDPN ROR2 RBPMS FOSL2 ACD HEG1 HSPB2 PIM1 SFXN3 FUCA1 MSX1 TRIP6 SLC6A2 ADAM19 VAMP5 MAN2C1 RAMP2 SOX10 CRABP1 GDF15 S100A4 PHLDA2 PTP4A3 CDH5 TIMP3 ADM IGF2 PLIN2 ANK3 LAPTM5 SPP1 ETS2 H2BC21 S100A8 MGLL PTGDS MAOA FBLN2 CLDN5 APOD ATP6V0A1 ECHS1 ITGB4 CYB5R1 BLVRB TLE1 TNFRSF1B DNAJB2 DTX4 ERBB3 ADGRG6 TLE2 CSPG4 SLC29A1 LAMA5 CYP4B1 KRT7 PNP MEST ANPEP KRT18 GRN MCM2 CTSC TMED3 GJB1 PROCR PGF CDK2 COL2A1 DNM2 SLC4A2 HSF1 ITGA5 PLK3 EPAS1 CAD FGR LRRC32 PRB4 IL4R HMOX1 C2 LTBR S100A9 GRK5 GLRX ITGA3 CSF3R VSIG4 ADGRE5 SLCO2B1 UPP1 DEFA3 HPGD LMO2 IL32 HOPX CXCL1 CLDN7 EFNA1 SFTPC KLHDC3 S100P NCF4 LYN HCLS1 TBX2 LAIR1 TACSTD2 MVP CSF2RB CDA MAP2K3 MAPKAPK3 WAS PDXK ALAS1 TGFB1 ARHGAP4 APOC4 CLDN4 CDH1 CNKSR1 BMP1 KRT14 PSCA TNFRSF25 RHOD TRIM29 TRPM2 FCGBP DUSP5 PRSS8 KCNN4 EGFR DSP SPINK2 KCTD17 HSPA2 CHRNB1 DGKA ALAS2 DDT DKK4 DHRS1 TMEM63A MEN1 GNE PTPRU ST3GAL4 TRIM16 LLGL2 DOK1 ARHGEF16 FAM107A TTLL12 KDM5C AQP5 AGPAT2 M6PR AGXT ABCA1 ZBTB7A TNFRSF10D HTR4 EDA NRG2 PRL FAM214B SMAGP MAGEA4 PRG2 ARID3A DCAF7 DDX17 OCLN LAD1 ALDH4A1 CLN3 CCHCR1 CKMT1B NNAT CCK TACC2 SCAMP5 PAX4 TRPC4AP TUSC3 TIMM17B MTHFR FOXO4 PTPRO SCO2 PRKCZ LGR5 PLXNA2 TUBGCP4 IQSEC1 PSG7 NEURL1 POMZP3 AC021066.1 SCN1B RUNX1T1 AAK1 NFYC BRD4 PPP6R2 TCF7 CEACAM3 ETV5 TNF GPA33 IGSF3 HAP1 DMTN ELN FBN2 HMOX2 KIAA0513 AMELX NTSR2 ITGA10 ZKSCAN7 PFKFB2 ODF1 SLC5A2 ETV3 FLT1 PRELID3A TNFRSF10C SLC2A1 RECQL5 PTGS1 CYP11A1 HSD11B2 PAX9 LYPD3 FDXR SLC7A4 SH3BP1 VPS11 IKBKG PAX7 LY6G6C HRG TNR SLC18A3 SEMA4D POLA2 MMP15 CDK5R1 EFNB1 DOLK SMPDL3B MEF2D PLAU SEMA3F SRCAP DPT MMP11 PTPN9 CLIP2 PSD4 SLC4A3 JAG1 RGS10 H2BC12 MPP1 GATA2 SMARCD2 EDC4 IMPA2 PKMYT1 ADRA1D CRYAA CCNE1 CIAO1 INPPL1 TFAP2A DUSP4 ACOT2 PTH1R COBLL1 INHA TST CDH15 DAPK1 FURIN IGFBP1 ECM1 JAK3 SLC38A10 GRB7 PCDH1 FOLR2 GABRE ERBB2 EPHB2 RIN1 TNNT3 SERPINB9 GATA3 POU2F2 SLC7A8 CGA MMP2 TRIP10 ANXA8L1 PLEKHO2 AOC1 HSD17B1 PLCB2 CGB3 HOXB3 FOXD1 PPARD LHB PKP3 GJA4 FCGR2B TFAP2C ALDH3B2 SMYD5 RAB4B RHOBTB1 ECE1 AMOT TOB2 ADCY3 ARL4C GSE1 PDGFB RAB11FIP5 TEAD3 TOM1 MODULE_39 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_39 AP1S2 LRP8 HPCAL1 AP2S1 HPCA AP3S1 AP2A1 SEC24D SEC31A ARCN1 MODULE_40 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_40 ALDH1A1 AMT GATM PTGIS PLA2G2A ALDH7A1 IGF1 UGDH SCP2 LIPA FADS2 GOT1 ECHS1 QDPR MTHFD1 CAD ALOX5AP HPGD ALOX5 AKR1C3 ALOX15 ALDH3A1 HMGCS2 AGPAT2 GAD2 PTS GCH1 ALDH4A1 PAH MTHFS PLCD1 HAL ALDH1L1 HSD17B3 PLCG2 HMGCS1 HSD17B4 ALDH6A1 GLYAT APOC2 CYP2J2 HPD AKR7A3 ACOX2 GSTZ1 APOC3 ACOX1 BAAT BBOX1 ASS1 SLC27A2 GOT2 ADH4 ACADVL OAT GLUD1 MGST2 FAH GALE ALDH5A1 FH GCSH PLA2G7 ECH1 CPT2 IDH2 PRDX6 ASPA GAMT HADHB LIPC MPST PLA2G10 ACADM PLD1 IDH1 AKR7A2 PCCB CYP4F2 ALDH9A1 ACO2 ASL MODULE_41 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_41 COL1A1 PDGFRA PER1 ACKR1 TNFRSF13B IFIT1 NCALD DHRS2 TFAP2B GFPT2 MAGI1 SLC6A2 ADAM19 L1CAM SNAP25 SOX10 RCAN2 CRABP1 S100A4 THRA MPZ PPT2 LOX RAC2 CCNF KRT4 EPAS1 UBE2D1 CACNA2D2 ST6GALNAC4 DMBT1 VSIG4 GPSM3 HPGD MSLN SFTPC CST7 HPR FCGR2A DEFB4A CDA CNKSR1 BMP1 ZIC2 CCL7 MAT1A DEFB1 ALOX15 TRPM2 PI3 CYP2F1 FCGBP GPX2 SPINK2 KCTD17 CHRNB1 CHST1 ACR MYH2 ALAS2 DKK4 CD22 FZR1 AANAT PTPRU TRIM16 PLIN1 AQP5 TBXT REPS2 ADGRL3 HOXD4 ASIP NRXN1 SP140 GIP SSX4 CYP2A6 AGXT SEMA7A OGG1 CYP2D6 DVL1 IL1RL1 ZNF143 SLC4A1 NECTIN1 STATH CSTF2 B3GNT3 VAV2 TJP1 CAPN3 PTH2R SCYL3 MPP3 POU6F1 ABCA1 SLC7A11 CBL PLXNA3 PIK3IP1 ARID1A PARP2 NAT8 MLLT1 ZBTB7A MEF2C NELFA PPP3CA ZBTB24 CD8A NDRG2 ISG20L2 FUT3 TBX1 PAX6 SYT5 ABCB9 PHKG1 HOXD13 CDK5R2 GNG4 ARFGAP3 ZP2 TCL1A DUS4L H3C6 GRK3 ALOX12 GNG7 BNIP1 AKAP7 POM121L9P KRT6A ITIH1 REG1B RRH CD4 TNFRSF10D WASF2 DPYSL4 CTAG1B N4BP2L1 CEACAM4 TAGLN3 CHP1 CCL16 ELK3 FAM13A HTR7 RUNDC3A CYP27B1 ZC3H14 MLC1 NR0B2 MYCL IKZF1 CACNB1 HTR4 MPZL2 EDA NRG2 FKBP6 C19orf57 ADAM20 PRL CYP2A7 INTS9 PIAS1 C5orf30 RASL10A PARD3 EIF1AY FAM131B COX6A2 GP9 SRPK3 SHBG ALPI CBLN1 KRT33B GAD2 NSG1 TRIM10 SLC22A18AS FMO5 HOXD10 ADA TDO2 EXOSC2 CYP2E1 KIF20B TTC22 PIGL MAPK13 HCRT MET LEFTY1 TBR1 ACTL6B MYBPC2 HSF2 CELA2B NTNG1 CDK13 CSNK2A1 SPN GLE1 CD86 RANBP9 PHF20 HTR2A PDCD1 PGAM2 GREM1 KIAA0586 FAM214B NTRK1 BARX2 HPS1 RBMXL2 SMAGP MAGEA4 STAT4 SLC18A1 SLC17A3 MLANA PZP HOXC11 CD72 NEMF PRG2 CHP2 KRT32 PTPRD AMMECR1 CNTN6 SIX6 COL19A1 PAX3 EFNA5 DCBLD2 ATP6V1G2 MAGEC1 CASP2 GTF2H3 MSL3 RCE1 NMB GGA2 LIF RRP7A ASGR2 KIF21B ASGR1 ANKRD26 TNNT1 KCNJ4 CCHCR1 APLP1 SCN2B DTNB SLC17A7 RIMS2 CALB2 PSD GALR3 PHYHIP TACC2 SCAMP5 PAX4 ELAVL2 MTHFR FAT2 ABCC8 UBL3 APC2 SLC1A6 RPH3A SULT4A1 ATP1B2 FEV LGR5 PLXNA2 TUBGCP4 PSG7 NEURL1 DLG4 AC021066.1 EXD2 SCN1B CEP135 GRIK5 CORT AAK1 RHBDL1 BRD4 RREB1 PPP6R2 COLGALT2 CEACAM3 CDH16 ADGRL1 GPA33 HAP1 CARD10 DMTN REG1A HMOX2 AKAP3 LILRA4 SLIT3 DRD3 DOK2 SAC3D1 SLC6A11 SLC29A2 ITGA2B BUD23 ASIC2 TPMT SIT1 STARD5 RGS9 VENTX RIBC2 HTRA2 CNOT4 AMELX TNP1 SPC25 HSPBP1 MCRS1 NTSR2 CSH2 MAGEA9 ALDOB CHIT1 ITGA10 NPM3 ZKSCAN7 KCNA5 PFKFB2 PROC PDK4 KRT85 SIX3 ODF1 CD33 ZBED4 ECE2 IGHMBP2 SLC5A2 AVPR1B SLC13A2 PRSS16 CD1C LRIT1 LOR CLCNKA OPRL1 SLC6A6 ATF6B CAMK2B VCY TBX19 LBP DIDO1 PDE4C KCND3 SERPINA4 ATP4A CTSG HAL COL10A1 SLC22A6 IVD MATN1 ACKR2 GTSE1 ETV3 CD5L SEZ6L IVL TLE3 ENTPD2 CHST3 CRCP TRIM15 GYPB UCN NPAS1 ADAMTSL2 H2BC17 SPRR2C ESR1 FLT1 PRELID3A ACACA TNFRSF10C PRPH TMSB4Y PPP3CC SYNGR4 SLC2A1 RECQL5 ALPG PTGS1 XDH SLC6A9 POU4F1 CYP11A1 HSD11B2 RAD51D GHITM ARTN TM4SF5 DNAH9 SZT2 S1PR2 FUT7 EPOR LMO1 CCKAR SNX21 GPRIN2 DSG1 HLA-DOB GATA1 ABO BMP10 LYPD3 PRRC1 CHRNE SLC30A3 CD82 FDXR EFNA3 DNALI1 SLC7A4 ARID4B KIF1C F7 ZBTB40 VASH1 SH3BP1 LRCH4 SPART VPS11 DPH2 IKBKG ADCYAP1 PCBP3 UNC119B SLC6A7 S100A5 GAGE1 WNT10B DEFA1 PAX7 TUB ZNF157 ALDOC GPR3 KRT2 TEX28 MYOG SAR1A TEX261 ILRUN YPEL1 MYOZ3 EPM2A FANCL RPS26 CREBZF MAG LY6G6C H6PD RAPGEF5 EMID1 HRG MYEF2 MPP2 MSC CDX2 FMO4 TNR CYP2C9 SEMA4D DAPK2 VAMP1 CCL13 GJB5 SIM2 ZSCAN12 CIAPIN1 CMA1 HRK PLAU TGOLN2 ADD2 STXBP1 SRCAP CSRP3 KCNAB1 CRHR2 EHD1 MPO S1PR4 MAP4K1 KCNQ3 SCN4A ADRA1D LRP3 CYP4F12 PRSS3 QPCT INHBC GSTT1 PDE4A NDUFA6 CYP2C19 GRK1 IL3 PRF1 FCN2 GNMT APOM LTC4S CD3E FPR2 CHRNB4 CD300C GRPR GRIK2 KRT13 GSTM5 MMP2 HSD17B1 PLCB2 JAKMIP1 ING1 HMHB1 ASIC3 CCDC9 PNOC TNFRSF21 LCE2B SCGN KCNN1 RAP2C GPR17 MID1 ADRA2C RECQL4 OVOL2 ENPP4 P2RX5 CEBPA TOP3B P2RY11 PIGQ MYOM1 MODULE_42 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_42 NDUFS2 NDUFA9 NDUFS6 NDUFB7 NDUFB1 NDUFV2 NDUFV1 NDUFS3 NDUFS8 NDUFA4 NDUFS4 NDUFAB1 NDUFS5 NDUFA1 NDUFB3 NDUFB8 NDUFA2 NDUFB5 NDUFB10 NDUFA3 NDUFA7 NDUFA5 NDUFA6 NDUFC1 NDUFS1 MODULE_43 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_43 PTGIS COX7A1 MAOB UGDH GBE1 MAOA LEPR ECHS1 QDPR PPP1R1A CYP4B1 AQP7 NQO1 NDUFS2 GLRX CYP27A1 DPYD ALOX5 CYP2B6 CYP1A1 ETFB PDIA4 ETFA TXNDC12 IVD XDH ALDOC FMO4 PYGL TBXAS1 ACO1 NDUFV2 NDUFV1 NDUFS3 NDUFS8 ATP5MC3 ATP5PF NDUFA1 NDUFB3 NDUFB8 CYP2C19 FMO3 CYP2C8 CYP2J2 SLC37A4 CYP4A11 DAO ACOX2 ENPP1 CYP3A4 ACAA1 HMGCL ACOX1 CYP3A7 ACADSB AVPR1A SUCLG1 ALDOA ACADVL FH ECH1 IDH2 ACADM IDH1 ACO2 COX5B EHHADH TREH GYS2 PKLR CYP26A1 COX7A2 MDH1 NCF1C LDHA CAT PYGM IDH3B PKM COX7C COX6C PGAM1 CYP11B2 NQO2 CYCS UCP1 UQCRFS1 ACADL SLC25A3 CYBA SDHC DHCR24 CYB5R3 UQCR11 ETFDH FDX1 CYC1 COX6B1 TXN2 MODULE_44 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_44 SYNE1 LMO4 IGHM TNFAIP3 CFD MARF1 PLSCR1 CD14 TSPAN7 TGFBR2 MTUS1 FCGRT COL6A3 IFI16 KRT19 ACTN1 ZYX GPNMB C1QB IGFBP2 AQP1 TGM2 PECAM1 DAB2 ENG ITPR1 SELENOP PER1 COL6A2 COL4A1 TBC1D2B IL1R1 ITGA6 CRIM1 SLPI SRPX IGHG3 FN1 DHRS3 UBXN1 GPX3 ACKR1 SRRM2 BCL6 COL1A2 S100A11 IGFBP4 TGFBI SRGN FGFR1 SOX4 EMP3 RAB31 CAV1 C7 IFIT1 F13A1 STAB1 CPE COL6A1 COX7A1 HSPG2 RNASE1 LGMN CLEC3B IGFBP3 GAS1 APOE IFI27 PNRC1 ZBTB20 CXCL12 NUPR1 ITM2A C1S SDC1 ABLIM1 TRIB2 PLEC BIRC2 CRIP1 CCL15 IFNGR1 PLXND1 MBNL1 CD34 SCP2 DUSP2 RASSF2 JADE2 FUCA1 RFTN1 SLC6A2 CD44 ADAM19 GMPR PTPN12 IRF9 RGS1 MME HLA-DQB1 S100A4 DDIT4 LIPA CD37 PTPRC ADH1B PTP4A3 TNFRSF14 FABP4 SATB1 MX1 PLIN2 CXCR4 MAL EPB41L3 ADH1A LAPTM5 SPP1 HLA-DMA S100A8 HLA-DQA1 MAOA CYP1B1 CLDN5 APOD ARHGDIG ASAH1 TNFRSF1B UBE2L6 JCHAIN RNF167 UGCG CYP4B1 TMX1 KRT18 GRN RAC2 CTSC GJB1 CDV3 PRPF19 CCND3 DNM2 ABCF1 RAB5C ARHGDIB METAP1 FSTL1 CASP4 KRT4 RHOG CCL18 STAT1 IL4R MMP9 IL7R C2 PPL GMFG S100A9 TAP1 SLA CD52 MRC1 PLAAT4 ACP5 VSIG4 GPSM3 SLCO2B1 ALOX5AP CD163 DEFA3 CD53 ITGB2 AQP3 CHI3L2 IL32 APOC1 IL2RG CORO1A TYMP CAPG SELL LAMP3 NCF4 HCLS1 LMO3 LGALS9 LCP2 LAIR1 TACSTD2 LCP1 ACP2 WAS TGFB1 ARHGAP4 LPXN PSMB9 CDH1 KRT15 KRT14 ZIC2 KRT5 TP63 CD79A CD6 TRIM29 PI3 ATP2A3 ST6GAL1 EGFR DSP KCTD17 DGKA ACR DKK4 DHRS1 CD22 NUCB2 DOK1 FAM107A M6PR CD8A N4BP2L1 IKZF1 OCLN UBD FXYD2 TNFAIP8 AC004151.1 FOXG1 PRKACB PSG7 POMZP3 CELF2 BRD4 KRT31 TCF7 GPA33 HAP1 ARHGEF6 IFI44L ISG15 SIT1 HTRA2 ITGA10 PFKFB2 ODF1 PRSS16 LOR KCND3 PAX9 ARID4B SH3BP1 VPS11 IKBKG TNR CD8B INPP5D DPT CRHR2 PSD4 LSP1 RGS10 MPO DOCK2 PTPN7 CD69 H2BC12 FKBP5 ICAM3 SEPTIN6 CREG1 EVI2B TRANK1 CLDN9 PTPRCAP FAM53B SBNO2 CD3D IL27RA TCAP LEF1 ENPP1 CD3E BCL2 CD2 CD247 P2RY10 CD27 MSI1 RHOH ETS1 LTB FYB1 CCL19 IGKC TSC22D3 TOB2 RNASE6 TRIM22 LAMA3 ISG20 BIRC3 LCK VCAM1 IFI35 IRF8 CD48 CPVL IFI44 FGL2 TRDD3 IFIT3 ACTC1 DENND4B CCNG2 HLA-DRB4 PTPN6 PIK3R1 JAK1 SP100 FCMR STAT5A MODULE_45 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_45 SLC16A3 CD55 SYNE1 LMO4 IGHM TNFAIP3 CFD RGS2 MARF1 PLSCR1 CD14 TGFBR2 FCGRT IFI16 PCOLCE ACTN1 ZYX SLC2A3 PECAM1 PDGFRA PPP4R2 TBC1D2B ANXA1 FLNA EFS ITGA6 SLPI IGHG3 UBXN1 NAMPT DUSP6 BCL6 S100A11 TGFBI SRGN EMP3 NFIL3 RAB31 MFAP2 IER3 GNG11 TNFRSF13B TNFRSF10B IFIT1 F13A1 STAB1 CLEC2B CCND2 SERPINE1 PNRC1 SNCG JUNB CD302 ORM2 IGF1 SDC1 CHST15 TRIB2 CRIP1 TNXB LPCAT1 SLC43A1 CCL15 GFPT2 IFNGR1 EFNA2 CD34 FOSL2 HEG1 RASSF2 MAGI1 PIM1 SLC6A2 CD44 ADAM19 GMPR PTPN12 MAN2B1 MME HLA-DQB1 CRABP1 S100A4 LIPA CD37 PTPRC DDX3Y PTP4A3 SATB1 ADM ACSL1 CXCR4 MAL LAPTM5 H2BC21 HLA-DMA S100A8 CYP1B1 HSPA6 THRA ARHGDIG ASAH1 TNFRSF1B FADS1 UBE2L6 TBC1D9 JCHAIN MMD DLX4 CSPG4 MEGF9 CYP4B1 STMN1 ANPEP GRN RAC2 CTSC CCNF GJB1 FST ELF4 AP1M1 SEMA6C SNRK COL2A1 DNM2 PPP5C RAB5C UBN1 ARHGDIB METAP1 ITGA5 PLK3 CASP4 KRT4 RAC3 RHOG TARBP2 UBE2D1 FGR STAT1 NRGN SECTM1 IL4R GBP1 MMP9 ST6GALNAC4 IL7R AGER C2 VCAN GMFG S100A9 SERPINB1 TAP1 SLA GLRX CD52 PLAAT4 FCER1G TNFAIP2 CSF3R SERPINA1 VSIG4 ADGRE5 GPSM3 MUC1 FCGR3A LILRB3 ALOX5AP AIF1 CCR1 TNFSF10 DEFA3 CD53 ITGB2 IL1RN IRF1 CYBB AQP3 DPYD CCL5 LMO2 MNDA IL32 ITGAM NKG7 FCN1 IL1B CXCL8 LST1 ALPL TLR2 SFTPC IL2RG CORO1A CST7 TYMP HCK CAPG SELL S100P ALOX5 SLC7A7 NCF4 LYN HCLS1 FCGR3B LGALS9 SFTPD LCP2 TCIRG1 FCGR2A LAIR1 MVP LCP1 SNX1 CSF2RB CDA ATP11A LIMK2 RPS6KA1 MAP2K3 MAPKAPK3 WAS TGFB1 IL13RA1 ARHGAP4 LPXN PSMB9 APOC4 BMP1 ZIC2 SLC9A3R1 TNFRSF25 MAT1A CD79A CD6 PI3 CSTA ATP2A3 ST6GAL1 CHST1 DGKA ACR ALAS2 DKK4 CD22 AANAT CPD LLGL2 DOK1 NR1D1 TTLL12 KDM5C M6PR KCNQ1 DVL1 VAV2 ABCA1 SLC7A11 AHSG REL CD8A TBX1 PHKG1 TCL1A TNFRSF10D DPYSL4 N4BP2L1 CEACAM4 HTR7 IKZF1 HTR4 EDA NRG2 SLC22A18AS EXOSC2 SPN CD86 HTR2A FAM214B HPS1 STAT4 CNTN6 SIX6 ARID3A PIM2 IL1RAP LIF GCH1 IQGAP2 TNFAIP8 KIF21B ASGR1 DENND3 CA4 KCNJ4 GIT2 CCHCR1 NCF2 CX3CR1 SCN2B NNAT TACC2 SCAMP5 PDE4B ST3GAL5 SCO2 PRKACB SULT4A1 ATP1B2 PTK2B EVI2A IQSEC1 PSG7 NEURL1 CELF2 AC021066.1 CEP135 PRKCB STAT2 CORT NFYC BCKDHA KRT31 TCF7 CEACAM3 TNF ARC GPA33 HAP1 CARD10 ARHGEF6 ELN FBN2 HMOX2 KIAA0513 DOK2 ITGA2B ASIC2 HTRA2 AMELX MCRS1 NTSR2 ITGA10 ZKSCAN7 KCNA5 PFKFB2 ODF1 ZBED4 ECE2 SLC5A2 SLC13A2 LRIT1 CLCNKA SLC6A6 TBX19 KCND3 ATP4A IVD ACKR2 ENTPD2 GYPB PRELID3A TNFRSF10C PPP3CC SLC2A1 PTGS1 XDH POU4F1 CYP11A1 RAD51D PAX9 FUT7 GATA1 PRRC1 FDXR SH3BP1 LRCH4 VPS11 DPH2 IKBKG SLC6A7 WNT10B LY6G6C MYEF2 CNTN2 SLC18A3 KCNK3 SEMA4D DAPK2 CD8B GJB5 CRYBA4 UGT2B15 HTR6 CDK5R1 FHIT DOLK LPAR2 PFKFB3 ANKRD12 ARPC4 CFP INPP5D PIGR TAF1 SRCAP KCNAB1 DPT CRHR2 PIGA RAB8A PTPN9 PSD4 LSP1 RGS10 DOCK2 PTPN7 PSMB8 H2BC12 S1PR4 ICAM3 MPP1 NMI EVI2B LAMP2 PKN1 ZMIZ1 TRANK1 PYGL PLCG2 ITGB7 RNASE2 CLDN9 FLT3 PTPRCAP PLEK TBXAS1 H2AC6 P2RX1 MAP4K1 EDC4 IMPA2 ARL6IP5 KCNQ3 KYNU HK3 FAM53B HTR3A LILRA2 COMP SBNO2 PRKCD NFKBIB CD3D IL27RA QPCT INHBC DLEC1 KDM5D IL3 AQP9 PRF1 TULP1 APOM JAK3 TFF2 SLC11A1 CD3E PPBP PF4 MPPED1 CD2 IL10RA LILRB2 IGSF6 KLRK1 IL3RA ITGAL IL2RB TLR1 CD247 PTAFR HCAR3 FPR2 P2RY10 PTPRE CD300C SLC19A1 LTB TNFAIP6 TP53I11 FYB1 KCNAB2 SOD2 LY86 TSC22D3 SELPLG PLEKHO2 PLCB2 FCGR2B RAB4B ARL4C CCDC9 LCE2B CYP26A1 NCF1C RNASE6 TRIM22 ISG20 BIRC3 LCK IFI35 CD48 CPVL IFI44 FGL2 TRDD3 IFIT3 DENND4B HLA-DRB4 PTPN6 SP100 FCMR STAT5A GNLY GZMA BCL2A1 CTSS NINJ1 CD300A MX2 AOAH GZMB SASH3 GZMK GBP2 LRMP CASP1 OLFML2B STX11 PFKFB4 ADCY7 SPI1 ADAM8 SKAP2 ARHGAP25 LILRB5 SKAP1 STAT6 PLCL2 VAV1 SP110 ACAP1 ATM FMNL1 SIPA1 RCBTB2 NFKB2 SLC16A6 IFFO1 CADPS2 IDS OASL KLRC3 BTN3A2 GLIPR1 LY96 ARAP1 PSMB10 RASGRP1 MKNK1 CCR3 SYK PIK3CD MAST3 CD58 ARHGEF1 SLC31A2 MODULE_46 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_46 CD55 CD14 EMP2 MDK FCGRT DAB2 PDGFRA CFH MYC EPS8 IL1R1 FN1 NAMPT GPX3 CCL3 LRP1 BCL6 TGFBI EMP3 GEM SEMA3C TNFRSF13B C7 IFIT1 CLEC2B CFHR1 IL6 APOE EDNRA IFI27 CCN1 NR4A2 CXCL12 CCL2 ORM2 EMP1 IGF1 C1S CRIP1 CCL15 IFNGR1 STAT3 PTN ALCAM CCL21 NPY ZEB1 INSIG1 CD24 IGF2 MX1 CXCR4 CSF3 MIA S100B UBE2C GRN CTSC PDGFA ARHGDIB FGR CCL18 STAT1 IL4R GBP1 IL7R C2 LTBR CX3CL1 HP CXCL2 FCER1G CSF3R FCGR3A LILRB3 F3 CCR1 TNFSF10 CD53 ITGB2 IRF1 CYBB MNDA FCN1 IL1B CXCL8 CXCL1 LST1 TLR2 IL2RG CST7 CAPG SELL LAMP3 NCF4 P4HA2 FCGR3B SFTPD LCP2 FCGR2A TACSTD2 DEFB4A CSF2RB PSMB9 AKR1C3 TFF3 LTF CFB CCL7 DEFB1 CD79A CD6 AZGP1 TFF1 ST6GAL1 KCNN4 TGFB3 CD22 CD8A REG1B CD4 EDA ADA CD86 PDCD1 CD72 PRG2 IL1RAP PSPHP1 FGB CSRP2 LIF AREG UBD F2 C5 CCL20 VTN EGF NRP1 TIRAP NCF2 CFI SERPING1 C4BPB C1R C8A C4BPA C1QA C4B C3 CR2 C6 CLU C9 CX3CR1 LY6H GALR3 SPOCK1 MTHFR FGF9 EVI2A NAB2 ISG15 CHIT1 CD1C LBP CTSG CD5L S1PR2 LY6E SEMA4D CCL13 CD8B CDK5R1 CSF1 CFP C8B CD40 CD19 IL18 TNFSF12 FGF6 LSP1 MPO CD69 CREG1 FLT3 CCL4 ADRA1D LILRA2 GPR183 CD3D IL27RA IL3 AQP9 PRF1 FCN2 FGA BCL2 PPBP PF4 SH2B2 CXCL13 CD2 CD5 B2M C5AR1 HLA-DRB5 KIR3DL1 LILRB2 IGSF6 KLRK1 HBEGF IL18R1 VIPR1 NPY1R HLA-DOA LILRA1 IL2RB C3AR1 SLAMF1 HLA-DRA GPR65 CD3G CCR5 CCR9 TLR1 HLA-A CD79B KIR2DL4 CD247 CCR2 PTAFR LGALS3BP FCER1A PGLYRP1 IL6ST IL15RA HLA-C MS4A2 MST1R CRLF1 HLA-DMB FAS KLRC1 CNR2 OPRK1 PRKD1 ADRA2A CD27 SELP CIITA ADORA2A CD300C IGLL1 IL6R HLA-G TNFSF11 HLA-B HFE CR1 CXCR2 ERBB2 LILRA3 KLRC2 LILRB4 OAS1 ETS1 CCL17 LTB CXCL10 CEACAM1 PTMS CAMP FYB1 CLC ZFP36L2 BPI CCL23 CCL11 CCL19 CCL14 XCL1 LY86 ITK EDN1 GATA3 PDGFB MGST2 NCF1C RNASE6 ISG20 IRF8 CD48 IFI44 STAT5A GNLY GZMA CTSS MX2 GBP2 LILRB5 SKAP1 OASL IFITM1 UMOD TGFA TPSAB1 IFITM2 KLF6 IL1A FGG LILRB1 MS4A1 IL15 CXCL9 PAX5 RUNX3 ENPEP BST2 TIMP1 CXCL14 NFKBIA IFITM3 MAD1L1 CD83 SAA1 TYROBP ORM1 CCL8 SFN DEFA5 IRF7 GCG FGF7 RAG1 DPP4 PTGER4 CXCL11 IL16 FYN IL24 GAS6 LAT CD59 CD101 EREG OSM LTA IL11 IFIT5 DNAJC3 BTG1 IL9 MGST3 FASLG BST1 CEBPE PSTPIP1 HLA-F AIRE AIM2 C8G MXD1 AGRP ERG CHRM3 THPO CCL1 EGR4 BATF BCAT1 CXCL5 F8 CD81 PYY SH2D1A OSMR DEFA4 GBX2 KLRA1P TNFSF14 VIP IL17A SERPINF1 CXCL6 CD1B GRAP2 IFNGR2 ENTPD1 AFP HTN3 CEBPB MODULE_47 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_47 FILIP1L CNN3 COL1A1 MYL9 DPYSL3 COL6A3 SPON1 PCOLCE COL3A1 COL5A2 CALD1 ACTN1 AQP1 PTGIS PECAM1 DAB2 JUN CTSK MYLK COL15A1 SGCE AEBP1 SELENOP PDGFRA LUM VWF COL6A2 COL4A1 AKR1C1 RARRES2 LTBP2 MAF CNN1 THBS2 FN1 GJA1 RGS5 ITGB5 LRP1 COL1A2 CDKN1A NOTCH3 IGFBP4 TGFBI SRGN TMEM47 PDGFRB TPM1 FGFR1 EMP3 RAB31 MXRA5 DDR2 FBLN1 MFAP2 GNG11 SEMA3C COL6A1 CFHR1 IL6 SERPINE1 CLEC3B WWTR1 SMTN G0S2 IGFBP3 GAS1 EDNRA FBN1 LAMB1 CXCL12 CRYAB CDH11 PDGFRL P4HA1 LTBP1 TNC LOXL1 C1S COL16A1 SERPINH1 THY1 CALU ACTG2 PLXND1 CD34 PDPN MLLT11 NNMT PTN SCG2 SV2B SLIT2 CLIP3 CDH5 ZEB1 TIMP3 ALDH1A3 CXCR4 CYP1B1 FBLN2 MMD THBS1 LOX LOXL2 ADAM9 PLAUR CAVIN1 F2R FLII LRRC32 LDB2 TEK POSTN VCAN BMP1 PLPP2 APOA1 ADNP SERPING1 C1R SCG5 SPOCK1 FZD7 RGS16 PFKFB3 PLAU MMP11 BASP1 MOXD1 HOXA5 COL18A1 HSD17B6 ECM1 TNFRSF11B FPR1 FRZB TIE1 TAGLN SPARC ACTA2 TNFAIP6 MARCKS HNMT DES MMP2 DENND4B ENPEP GAS6 BST1 SERPINF1 COL4A2 HIF1A CCN2 PHLDB1 ADAMTS1 ALPK2 BGN HTRA1 MCAM NBL1 WDTC1 COLEC12 FYTTD1 PLTP NRN1 DKK3 PRELP CD99 EHF PMP22 PMEPA1 ELOA BAALC LGALS1 EML1 IGFBP7 PAMR1 RPS6KC1 PLOD1 H19 CRISPLD2 COL12A1 JAM3 FAP PALLD ISLR IGFLR1 VIM INHBA MEG3 CTSE PSG5 S1PR1 ID3 MAP1B TENM2 GJB2 CKAP4 KCNK2 KDELR3 SIRT3 THSD7A CNN2 ZNF521 ST7L LMCD1 EGLN3 PRR16 MRC2 TM7SF3 PKIB GSDME NDUFAF3 DMRT2 PLAGL1 PPIC TCF4 VGLL4 VAV3 COPE NAA11 SPANXA1 SH3BP4 FGF12 MODULE_48 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_48 SLC16A4 EMP2 ACTN1 PER1 VWF DHRS3 LGMN HSPB2 VAMP5 STAR TSPAN8 BCAS1 TFPI USP6 H4C3 YWHAE MAPRE1 EIF4EBP1 STK25 UBE2E1 TYMP SFTPD RBMS1 CREB3L1 PSCA FOXJ1 KLK11 MYL2 AHSG NAT8 PHKG1 CD72 SRPK1 VIL1 FXYD2 TMED5 AQP2 AKT1 PLXDC2 FBXL5 RHOT1 PLA2G12B PABPC3 ARSB GRB2 EGF RBM17 ZNF214 DMWD CDX1 CELA3A NOTCH1 ASAP3 RFX7 LRRC37A ICMT ZNF211 ANKRD26 DENND3 CNBD2 VPS45 SYN1 NTRK3 CD99L2 TNNT1 FAM234B PRRG3 TRAPPC6A TBL3 CA4 KCNA4 HAS2 KIF3B AC004151.1 SNX8 MRPS31 PLCD1 KCNJ4 TOX4 MAPK9 HTR2B IRF4 GSN ADORA1 TXNDC12 MAP1A NRP1 CDC14A AK1 TCL6 SOX1 GPC5 ORC6 NFATC4 ZNF408 TBX5 ETAA1 METTL16 GIT2 FSTL4 TMA7 TMEM40 TIRAP SCAPER N6AMT1 TEX14 CCHCR1 EDN2 ZNF195 HOOK1 HRAS DDA1 TERT BCAP29 DDX39B FEZ2 ZNF175 FAM189A2 CECR2 GLT8D2 TMEM231 TTI1 POPDC2 IL33 DNAJC10 TINCR DNAJC28 ZNF79 NCF2 OPHN1 SYNGAP1 TMEM30A ROBO1 CYP2A7P1 PRKACB CELSR3 BICD1 BSN HTRA2 DSG1 WNT10B CCS SYNPO2L GALNT13 EPB41L4A FOXF2 ARMCX5 LINC01549 ERO1B STRA6 PPDPF GIMAP5 EEF1G BMPR1B SLC7A9 OR2I1P P2RY6 GRIK2 RPS2 CIRBP DSG2 ART3 TGM3 CPA1 WDR46 SIAH1 TBC1D8B ZCCHC4 BEND5 HPCAL1 SLC25A28 NLRX1 PERP HIF3A ZNF365 TCIM TXNIP SPO11 GCM2 GNGT2 TLL2 GTF3C4 LINC00839 ADAMTS5 XKR4 SYT4 RGS8 COBL WDR75 OTX2 PCDHB15 ADAMTSL1 ACE2 SLC22A2 INVS KLK4 BSCL2 KLHL3 COL20A1 NUSAP1 SPDEF SPACA9 ANKZF1 ADPRHL1 ZNF777 C8orf34 GPRC5C MUCL1 CAPNS2 DPM3 SMPD2 ACYP2 EMSY KLHL25 NOX4 DIS3 GPR35 OTOF GRP HCG4 NLRP12 AJAP1 ZNF462 OAS3 MCPH1 PGLYRP4 FASTKD1 STX1B PIMREG MED15 TMEM200A LRRC8D CDKN2B PPFIA2 C22orf31 SOHLH2 SGSH CPA6 PRSS3 MYBPH FAM199X CPED1 ROBO4 FAM135B PDE5A ERMN BEST3 ASB12 DMXL2 TRPA1 TAFA5 RBM15 SNURF ITIH5 TOX2 ICOS GPC4 PBK GALNT15 KCNV1 S1PR5 SLC22A8 GRIP2 PURG CELA2A GTF3C1 ANO3 EPS8L3 PPP1R13B CSMD3 C11orf74 TSHB DDN PLPPR4 ITLN2 TOR2A SLC52A1 AKAP4 LAMTOR5 POLE2 PGAP3 ADARB2 ZNF343 MEGF11 PCNP HMGA1 NXPE4 TMCC3 KIAA1841 APOBEC1 FAM83D ZNF333 TMC5 MS4A5 SAMHD1 DPF3 CABP5 PRDM10 PAX2 HOXB8 KRT10 TPK1 PPAT ZBTB25 RHO WDR60 RGS14 HOXB13 INMT NFATC2IP MYT1L TDRKH ADAMTS10 BTC SH3TC1 C11orf80 PGS1 CRYGA DUSP27 CYP39A1 MCF2L KCNMB3 MYO15A KMT5C RAB27A TTN HMBS GABRA2 BPESC1 MRGBP REM2 PRR5L KIAA1324 ALKBH3 MODULE_49 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_49 GADD45G TCEAL4 VAMP5 SNAP25 CHL1 GAP43 SH3GL1 ATIC TYMP TRPM2 TMEM63A ALOX12 CTAG1B SRPK3 CD72 WEE1 ZNF214 CDX1 CDC14A AK1 KLK6 ELAVL4 CNTNAP2 CSPG5 SH3GL3 LILRA4 ADCYAP1 KCNK3 MAPK8IP1 STXBP1 ESPL1 MXRA8 IL18 RBM42 HIC2 MRPS27 DAO CYP4F3 COL9A1 DOP1B TXNDC17 SLC7A10 FRZB CXCR5 P2RX3 HCRTR2 SLC16A5 EEF1D RPL18A EIF3H BORCS8-MEF2B FTH1 ZNF821 DYNC2LI1 SNTA1 KAT2B KCNE4 OTOR TNFSF4 TDP1 CPNE1 HOXC4 EFCC1 PCDHB7 ENPP4 FCMR GNLY IFFO1 SLC25A28 GNGT2 ACE2 MCPH1 GTF3C1 DDN TOR2A PRR5L KIAA1324 DRC7 THAP10 SLC66A1L SPZ1 POF1B RP2 ANKRD27 FLNC CCL26 KLHL32 CCDC65 RIPK4 RAD21 UPB1 OSTC FDX2 TAF4B DSCAM KLRG1 KCNS2 ACBD6 CNDP1 ADAT3 GGPS1 PSD2 SCGB3A2 STK32B RAB7B BTBD8 BCAS4 SLC35A5 RTTN ADAMTS12 SYT13 STK38L CACNB4 DUSP13 C2CD3 MYCBPAP PRR7 ZNF343 KCNN3 CLYBL H4C14 HS3ST2 HDAC9 NXT2 GPN2 DNAI1 SAG CTPS2 ATP2B3 EFCAB1 CTRB1 ARHGAP28 MCF2L2 TMEM216 TOMM22 KLK2 SLC12A5 GIGYF2 GMIP AHCTF1 TGM4 TMEM132B NEIL3 SNAP47 SMG7-AS1 SPDL1 CPEB1 TAC3 C1orf105 RETREG2 ORC4 PGAP2 FRAS1 H2BC7 CORO2B SPRTN ITGB1BP2 TDRD7 GNA14 AC010326.1 RLN2 RASGRP4 GBP5 AP5S1 ZNF668 OTP C22orf23 MBD2 EPB41L1 EXOC5 ZNF282 ANKMY1 NXPH2 ST3GAL3 WNT1 SNAI1 TRAPPC1 SLC12A8 PDE4DIP LMAN1L ZNF837 NELL1 IKBKB TGFB2 RBBP5 FCHO1 AHNAK2 KLHL28 TTF1 B3GAT3 WDR78 FSCN3 KCNA1 KCNIP1 LGALS13 CCDC40 SPANXB1 DPH3P1 TMCO6 PLCD4 RRP12 A1BG FOXRED1 ZNF267 NDUFAF5 TICAM1 NLGN1 NHLH1 NAGK COPS7B MIOS ZFYVE1 ATP9B MOV10L1 SMCP ADAM11 TINAG CAPS2 ACSM5 MYBBP1A ABI3BP AKAP9 SSU72 GSTT4 GPATCH1 GATAD2A DGCR9 WNK3 KCNMB3P1 DMRT3 SH3YL1 TLE6 FBXO42 DEFB127 PLXNA1 ZNF423 NLRP1 ENKD1 PDP1 FOSL2 DNAH5 C20orf141 NAA40 NPDC1 SH3RF1 LRRN2 TTLL2 IQCN TAS1R1 BBS1 SGF29 MARCHF4 KLHL24 NABP1 MKKS REXO1 COX8A ZNF845 PARP10 MUCL3 FAM53C EDDM3B KCNG4 FLRT1 YEATS2 GPKOW ANXA10 TAF9 RIMS1 HBP1 ZBTB45 SNX4 N4BP3 ABCA12 ARHGEF40 GPR55 LGSN KCNQ1DN IPO11 NOL10 TGFBRAP1 NMRK1 H2AP PYCARD SLC39A4 RTL10 TTTY14 ZBED8 UBB NMRAL1 CNTNAP5 KCNJ14 MODULE_50 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_50 PSMA4 PSMA3 PSMB7 PSMB4 PSMA1 PSMA2 PSMB1 PSMB3 PSMB2 PSMB5 PSMA5 PSMA7 PSMB10 MODULE_51 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_51 PDGFRA PDGFRB DDR2 CYP1B1 NTRK2 EPHA2 TEK LCP2 DOK1 CD8A PAX6 CD4 NTRK1 EDN2 EPHA4 FLT1 CD8B NRTN KIT BDKRB2 EPHB6 ROR1 EPHB1 EPHA7 MUSK PTPRG ERBB2 EPHB2 KDR INSR POU4F2 EPHB4 EPHB3 RAPGEF1 CD7 MPZL1 MODULE_52 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_52 SLC16A3 FILIP1L CNN3 GPC3 PLSCR1 EMP2 MDK TGFBR2 ALDH1A1 DPYSL3 FCGRT IFI16 PCOLCE DEPP1 KRT19 COL5A2 CALD1 ACTN1 ZYX GPNMB IGFBP2 VEGFA TM4SF1 TGM2 PEG10 PECAM1 DAB2 SGCE ENG TYRO3 PDGFRA PER1 VWF MYC COL4A1 EPS8 ALDH7A1 ANXA1 FLNA CITED2 PRSS23 GNG12 ITGA6 CAV2 CRIM1 SRPX THBS2 SVIL FN1 UBXN1 GJA1 RGS5 ITGB5 DUSP6 SFRP1 S100A11 CDKN1A IGFBP4 TGFBI SRGN TPM1 FGFR1 SOX4 EMP3 FAT1 MFAP2 IER3 GNG11 SEMA3C TNFRSF10B CAV1 IFIT1 TRAM2 CD151 STAB1 TPM2 HSPG2 QSOX1 RNASE1 SERPINE1 WWTR1 SMTN GAS1 APOE RBP1 IFI27 DLK1 FHL2 CCN1 MAFF LDLR LAMB1 CCL2 MAOB JUNB TIMP2 AKAP12 ORM2 TNC EMP1 DBN1 PLAT SDC1 GET1 PLEC SERPINH1 BIRC2 SLC39A6 CCL15 ADIPOR2 CALU CHPF SEC11A DDX21 GYG1 UGDH EFNA2 SCP2 TSPAN3 GBE1 MSX1 PSMC2 CAP2 TFRC SCHIP1 MLLT11 NNMT SOX10 DDIT3 CYB5A GDF15 S100A4 RBP4 DDIT4 ALCAM FADS2 PHLDA2 ITPR3 GOT1 DDX3Y PTP4A3 FABP4 PDLIM4 INSIG1 ANGPT1 TIMP3 CD24 IGF2 PLIN2 CXCR4 EPB41L3 LAPTM5 SPP1 H2BC21 MGLL CLDN5 ECHS1 PON2 FADS1 MSMO1 MMD PPT2 STMN1 TMX1 PLK1 KRT7 FEN1 LMNB1 PTTG1 SNRPB2 PIR KIF11 H4C3 RND3 PNP HPRT1 CDC25B H2AX MEST NQO1 EFEMP1 EPHA2 CCNB2 CKS2 PKIA UCK2 IGF2BP3 PSMA4 PLOD2 UBE2C THBS1 YWHAE ANPEP ANXA2 MMP1 KRT18 TMEM106C GRN TPX2 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 LOX MAD2L1 POLD2 MAPRE1 DLGAP5 FDPS CDK1 RRM1 PCLAF RAC2 MCM2 LOXL2 CTSC CCT6A CDC20 RCC1 PAICS FOXM1 KIFC1 CSE1L GGH ILF3 TOP2A DTYMK CDKN3 ADAM9 CBX1 LMNB2 CCNA2 RRM2 CENPA PCNA MCM3 GMPS MCM6 RCN2 ANXA3 CCNF SRSF2 STAU1 NOLC1 PLK2 CDH2 TMED3 BOP1 MYO10 GJB1 COX7B PROCR RAB11A PPP4R1 UNG SSR1 SLC7A5 CDV3 FST EIF4EBP1 SNRPC EEF1E1 STEAP1 PRPSAP1 BUB1B AP1M1 RRP1B PRPF19 SWAP70 CAVIN1 SEMA6C LSM1 CDK2 NUP205 COL2A1 COPS3 DNM2 KRT4 RAC3 EPAS1 PRB4 EPCAM ST6GALNAC4 LTBR ITGA3 SERPINA1 VSIG4 LMO2 IL32 APOC1 CXCL8 CXCL1 CST7 KLHDC3 LAIR1 AKR1C3 PROM1 COL9A3 BMP1 ZIC2 SLC9A3R1 MAT1A FGFR3 ST6GAL1 DSP ARFIP2 CHST1 ACR DDT DKK4 CD22 AANAT M6PR OGG1 SLC7A11 ARID1A TBX1 HTR4 NRG2 C5orf30 SLC22A18AS CSNK2A1 MAGEA4 CASP2 NUDT1 CENPF ETFB PDIA4 RFC4 NTS GC IL1RAP PSPHP1 SERPINA6 FGB ASNS TTK SORD E2F3 PEPD APOH AMBP LPGAT1 ZMPSTE24 CSRP2 ACSL3 WEE1 RPA3 TM4SF4 LIF PTS CDKN2A AGT DDX17 SRPK1 HAT1 BTBD3 UMPS OCLN MSH6 APOB ALB ADSL ITPA CKAP5 AK2 TNNT1 PRSS2 SCAMP5 TRPC4AP PDE4B SPOCK1 LGR5 AC021066.1 ETV5 TNF IGSF3 HAP1 CARD10 ISG15 RIBC2 HTRA2 AMELX MCRS1 PFKFB2 ODF1 KCND3 GTSE1 CHST3 NPAS1 PRELID3A SYNGR4 SLC2A1 POU4F1 PAX9 FDXR IKBKG RPS26 LY6G6C CDKN2C SYNCRIP DOLK E2F1 SERBP1 ESPL1 H2BC12 CLDN9 WIZ PRAME TYR HMMR PKMYT1 RRP9 NUP50 CDC45 RNASEH2A H1-2 EZH2 TMEM158 GART MAGEA3 MAGEA2 TMEM259 CIAO1 QPCT GULP1 INHBC RAI14 MODULE_53 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_53 IGHM MDK GSTM1 ZYX IGFBP2 PEG10 PECAM1 JUN FOSB PDGFRA PER1 MYC PPP4R2 ANXA1 IGHG3 ACKR1 CCL3 S100A11 SRGN SOX4 EMP3 RAB31 MFAP2 IER3 IFIT1 CLEC2B FOS QSOX1 CCND2 SERPINE1 CLEC3B ATF3 DBP CCL2 JUNB ORM2 DBN1 GET1 CHST15 TFAP2B CHPF DDX21 GFPT2 EFNA2 ACD MAGI1 ADAM19 RGS1 MLLT11 PCDH9 SOX10 CRABP1 S100A4 DDIT4 LIPA CD37 FADS2 ENO2 PTPRC DDX3Y PTP4A3 INSIG1 CD24 PLIN2 CXCR4 EPB41L3 LAPTM5 ETS2 HLA-DMA S100A8 HLA-DQA1 CYP1B1 FADS1 UBE2L6 STMN1 TMX1 PLK1 FEN1 LMNB1 PTTG1 KIF11 H4C3 PNP HPRT1 CDC25B H2AX CCNB2 CKS2 IGF2BP3 UBE2C ANPEP TMEM106C TPX2 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 MAD2L1 POLD2 DLGAP5 FDPS CDK1 RRM1 PCLAF RAC2 MCM2 CTSC CDC20 RCC1 PAICS FOXM1 KIFC1 CSE1L GGH ILF3 TOP2A DTYMK CDKN3 CBX1 LMNB2 CCNA2 RRM2 CENPA PCNA MCM3 GMPS MCM6 RCN2 CCNF CDH2 BOP1 UNG SLC7A5 FST EIF4EBP1 EEF1E1 BUB1B AP1M1 RRP1B PRPF19 SWAP70 CDK2 TYMS NUP205 COPS3 ARHGDIB METAP1 RPA1 DNMT1 SHMT2 KRT4 RAC3 EPAS1 FGR PRB4 MMP9 ST6GALNAC4 IL7R TAP1 SLA GLRX CXCL2 DMBT1 FCER1G VSIG4 GPSM3 ALOX5AP AIF1 CD53 ITGB2 CCL5 LMO2 MNDA IL32 LST1 SFTPC IL2RG CORO1A CST7 HCK KLHDC3 S100P HCLS1 LGALS9 LAIR1 LCP1 ARHGAP4 APOC4 CNKSR1 ZIC2 CCL7 MAT1A CD79A TRPM2 CSTA DUSP5 ATP2A3 KCNN4 SPINK2 KCTD17 ACR DKK4 CD22 FZR1 AANAT ZMYM3 M6PR AGXT DVL1 NECTIN1 ABCA1 SLC7A11 ARID1A PARP2 TBX1 PAX6 ABCB9 TCL1A GNG7 TNFRSF10D MLC1 HTR4 EDA NRG2 C5orf30 SRPK3 SHBG SLC22A18AS ADA EXOSC2 NTNG1 CSNK2A1 GREM1 FAM214B MAGEA4 SIX6 CASP2 GTF2H3 NUDT1 NMB PIM2 CENPF RFC4 PSPHP1 ASNS WEE1 RPA3 LIF SRPK1 HAT1 MSH6 ADSL PRKDC CKAP5 AK2 MSH2 RRP7A KIF21B CCHCR1 TTI1 SCN2B TMSB15A SV2A GALR3 TACC2 SCAMP5 ELAVL2 MTHFR SSTR2 SULT4A1 LGR5 AC021066.1 EXD2 CEP135 RHBDL1 TNF HAP1 CARD10 ARHGEF6 RGS16 ISG15 SAC3D1 SLC6A11 SIT1 RIBC2 HTRA2 AMELX MCRS1 ITGA10 NPM3 PFKFB2 PROC ODF1 CD33 ZBED4 ECE2 LRIT1 LBP KCND3 ATP4A CTSG COL10A1 GTSE1 ENTPD2 UCN NPAS1 PRELID3A TNFRSF10C TMSB4Y SYNGR4 SLC2A1 RECQL5 POU4F1 ARTN BMP10 SH3BP1 LRCH4 VPS11 DPH2 IKBKG SLC6A7 WNT10B PAX7 GPR3 MYOZ3 CDKN2C SYNCRIP DAPK2 ZNF22 DNASE1 E2F1 LPAR2 CDK6 DDX11 CFP PLAU SERBP1 LSP1 RGS10 MPO DOCK2 PTPN7 PSMB8 MYB CD69 GNA15 H2BC12 ME2 S1PR4 CREG1 CLDN9 WIZ PRIM1 PRAME CCL4 TYR RAD54L NDC80 KCNQ3 AQP8 HMMR BASP1 ATF5 PKMYT1 RRP9 GLA LRP3 CDC45 RNASEH2A KIF14 KIF2C EZH2 CD3D RFC3 KDM5D CD3E RBM38 MSI1 MAPK12 BIK BLM MKI67 PAFAH1B3 IGKC MMP2 CCDC9 RECQL4 BCL2A1 LRMP OLFML2B NCAPD2 MCM4 KNTC1 DHFR TROAP TOPBP1 SALL2 CDC7 GINS1 DNTT POLD3 MODULE_54 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_54 SLC16A3 TM4SF1 CDKN1C FSTL3 PLAT PLIN2 PLK1 FEN1 LMNB1 PTTG1 PIR KIF11 H4C3 PNP HPRT1 CDC25B H2AX NQO1 CCNB2 CKS2 UBE2C TMEM106C TPX2 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 MAD2L1 DLGAP5 CDK1 RRM1 PCLAF MCM2 CCT6A CDC20 RCC1 FOXM1 KIFC1 CSE1L GGH TOP2A DTYMK CDKN3 LMNB2 CCNA2 RRM2 CENPA PCNA MCM3 MCM6 CCNF AIMP2 UNG SLC7A5 BYSL PSMD14 SNRPC BUB1B TYMS SNRPF SQLE AURKB SMC4 ESM1 MCM5 MCM7 APOBEC3B UBE2S SLC7A7 CDH1 CCL7 MB AGXT ADA MAPK13 NUDT1 CENPF RFC4 TTK RPA3 SRPK1 PUM3 ADSL AHCY PSPH MSH2 TMEM40 GAD1 AMPH SCG5 PAX4 TENM4 CDKN2C E2F1 DDX11 ORC1 PMAIP1 WIZ IMPA2 PRIM1 RAD54L NDC80 HMMR ATF5 PKMYT1 SNRPA1 CTNNBIP1 CDC45 KIF14 KIF2C ITGB3BP HMGCS1 RFC3 APOC2 APEX2 UBE2T HOXC10 NRIP3 SNRPE ELOC TUBA4A HBB BLM MKI67 IARS1 TSN ANP32E BARD1 MAGED4B NME1 TIMELESS CEP55 FOXD1 LRP8 MID1 RECQL4 NUSAP1 MUCL1 OAS3 PIMREG BEST3 PBK POLE2 HMGA1 FAM83D GPN2 NEIL3 ZNF267 NCAPD2 MCM4 KNTC1 DHFR TROAP TOPBP1 CDC7 GINS1 FXYD7 LAPTM4B GMNN HMGB2 MELK ZC3HC1 SLC25A5 CDK4 ECT2 CKAP2 TUBA1A AIF1L NEK2 DEPDC1 IFI30 JPT1 ARL6IP1 PSRC1 KIF23 HSPH1 PFKP CDC6 CENPE RAD51 ATAD2 BUB1 CKS1B NRM E2F8 KNSTRN BIRC5 CDC25C POLQ ASF1B KPNA2 ANLN RHOJ ZWILCH HJURP GINS2 CDCA7 RHNO1 ARHGAP11A TACC3 ASPM NUF2 NCAPH GPSM2 CDCA5 CCNE2 AURKA ODC1 MTFR2 NT5DC2 CTPS1 ETV2 DEPDC1B MTHFD2 PRR11 TNFRSF12A CMYA5 FKBP1A CHEK1 ITGA2 PLP2 AGPAT5 H2AZ1 SGTB LBR SPAG5 PRDX4 RANBP1 PRDX1 CHAF1B RFC5 CKB KIAA0100 SNRPB NEMP1 DLEU1 TPI1 HUWE1 IMPAD1 CNIH4 TRIM24 POLD1 MT1H AMELY EFHC2 MANF SHCBP1 GGT1 SMC2 FAM217B PLK4 PHF5A ACTG1 BEND3 WDR5 UCHL5 ELOVL6 PXMP4 CCT5 LRRC17 RSPH14 MODULE_55 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_55 SLC16A4 CD55 FBXL7 IGHM CFD COL1A1 MYL9 GPC3 MARF1 CD14 TSPAN7 RNASE4 TGFBR2 ALDH1A1 FCGRT COL6A3 AMT PCOLCE KRT19 COL3A1 GATM COL5A2 ACTN1 GSTM1 ZYX C1QB IGFBP2 VEGFA TM4SF1 AQP1 SLC2A3 TGM2 CHGA PEG10 ENPP2 MYLK SGCE AEBP1 ENG SELENOP PDGFRA PER1 SELE CFH COL6A2 PLA2G2A COL4A1 PPP4R2 TBC1D2B ALDH7A1 CITED2 AKR1C1 EFS RARRES2 IL1R1 GNG12 AR ITGA6 CAV2 CRIM1 ECM2 SLPI MYH11 SRPX IGHG3 FN1 DHRS3 UBXN1 LAMB2 ITGB5 GPX3 ACKR1 DUSP6 SFRP1 LRP1 SRRM2 COL1A2 S100A11 IGFBP4 TGFBI SRGN GADD45G EGR1 FGFR1 EMP3 NFIL3 FAT1 RAB31 CCN5 MFAP2 IER3 TNFRSF10B CAV1 C7 IFIT1 FXYD1 STAB1 NECTIN2 FOS COL6A1 TPM2 NCALD COX7A1 CFHR1 ADIRF HSPG2 RNASE1 CCND2 LGMN SERPINE1 EPHX1 CLEC3B G0S2 IGFBP3 GAS1 NR4A1 APOE RBP1 IFI27 PNRC1 DLK1 ZBTB20 SNCG CCN1 DBP LDLR RHOB CXCL12 CRYAB NUPR1 SOD3 CCL2 MAOB JUNB CCND1 P4HA1 ORM2 IGF1 PLAT C1S SDC1 ABLIM1 PLEC TNXB KCNMB1 SLC43A1 CDC42EP1 DHRS2 CCL15 TFAP2B GFPT2 WDR7 UGDH PEG3 EFNA2 SCP2 LDOC1 MAGI1 MSX1 SLC6A2 ADAM19 GMPR BCAM L1CAM PLAAT3 SNAP25 RAMP2 MME NNMT PTN SOX10 CRABP1 CYB5A GDF15 S100A4 RBP4 DDIT4 CADM1 DNM1 FADS2 PHLDA2 FKBP1B ADH1B GOT1 PTP4A3 TNFRSF14 INSIG1 ANGPT1 TIMP3 ADM CD24 IGF2 NGFR ABLIM3 ACSL1 ALDH1A3 PLIN2 MAL EPB41L3 ANK3 ADH1A LAPTM5 PCK1 TSPAN8 SPP1 ETS2 HLA-DMA DDC S100A8 MGLL MAOA SERPINA3 SST CLDN5 APOD HSPA6 ATP6V0A1 THRA ECHS1 CYB5R1 BLVRB ARHGDIG TNFRSF1B SPRY1 FADS1 DNAJB2 DTX4 MSMO1 UBE2L6 ERBB3 QDPR PPP1R1A TLE2 RNF167 SLC25A1 ATP9A CYP4B1 AQP7 KRT7 PTTG1 H4C3 NQO1 CKS2 UBE2C ANPEP KRT18 GRN PCLAF RAC2 MCM2 CDC20 CCNF GJB1 FST EIF4EBP1 SEMA6C DLC1 PCBD1 COL2A1 DNM2 ITGA5 PLK3 ZKSCAN3 KRT4 RAC3 EPAS1 FBP1 LRRC32 NRGN PRB4 IL4R HMOX1 EPCAM ST6GALNAC4 IL7R C2 LCN2 PPL LTBR WFDC2 S100A9 CX3CL1 HP GLRX DMBT1 ITGA3 CSF3R SERPINA1 ACP5 PGC VSIG4 CYP27A1 MUC1 FOLR1 ABCA3 SLCO2B1 CD163 TNFSF10 DEFA3 IL1RN HPGD AQP3 CHI3L2 LMO2 IL32 APOC1 MSLN CES1 CLDN7 ALPL EFNA1 SFTPC IL2RG CST7 SCNN1A ADH1C CYP2B6 SLC7A7 PRR4 HPR FGFR4 LAIR1 TACSTD2 NEBL CDA ATP11A ALAS1 AKR1C3 APOC4 PROM1 CDH1 CNKSR1 TFF3 LTF CREB3L1 MSMB CLDN10 BMP1 KRT14 CFB PIP ZIC2 SLC9A3R1 TNFRSF25 RHOD KRT5 CCL7 MAT1A CRYM SOX9 DEFB1 PLPP2 FGFR3 CD6 TRIM29 AZGP1 TRPM2 CYP2F1 KLK11 GPX2 ATP2A3 PRSS8 ST6GAL1 KCNN4 HOXB2 EGFR PTPRN2 DSP MUC5B KCTD17 CLDN3 HSPA2 CHRNB1 NME3 ACR MYH2 ALAS2 DDT DKK4 ECI1 DHRS1 HMGCS2 GADD45B CD22 FZR1 GNE AANAT TRIM16 LLGL2 FAM107A ELL2 NR1D1 GCLC AQP5 KCNQ1 TBXT ASIP AGXT DVL1 SLC4A1 ABCA1 SLC7A11 AHSG NAT8 MEF2C PAX6 ARFGAP3 TCL1A H3C6 GNG7 ITIH1 REG1B DPYSL4 N4BP2L1 NR0B2 HTR4 EDA NRG2 CYP2A7 SRPK3 SHBG SLC22A18AS FMO5 TDO2 CYP2E1 LEFTY1 TBR1 CELA2B NTNG1 GREM1 KIAA0586 FAM214B BARX2 RBMXL2 SMAGP SLC17A3 PRG2 SIX6 CASP2 PIM2 DCAF7 ITIH4 ETFB GC SERPINA6 FGB SORD PEPD APOH AMBP TM4SF4 LIF AGT OCLN APOB ALB GCH1 GCHFR IQGAP2 ALDH4A1 APOA1 F2 HPN PAH FXYD2 C5 ITIH2 TMEM97 ASGR2 MTHFS KIF21B VTN ABCC6 ASGR1 ICMT TRAPPC6A CA4 KCNJ4 TBX5 CCHCR1 CFI C4BPB C8A C4BPA C6 TM7SF2 APLP1 CA12 VGF DTNB SLC17A7 PDE2A STX1A RIMS2 NNAT NECAB3 APBB1 PTPRN PSD SV2A GALR3 SORBS2 PHYHIP PRSS2 SCG5 ABAT PLCH2 CA2 TACC2 SCAMP5 PAX4 TRPC4AP ELAVL2 CDH4 MT1G TIMM17B PALM MTHFR FAT2 STOML1 FOXO4 PTPRO UBL3 APC2 SLC1A6 ELAC2 CFAP410 RBMS3 SCO2 MYRF SSTR2 FEV LGR5 PSG7 NEURL1 CDK18 AC021066.1 EXD2 ACSL6 CEP135 GRIK5 RND1 AAK1 RHBDL1 BRD4 PPP6R2 BSN KRT31 TCF7 CEACAM3 CDH16 GPA33 HAP1 CARD10 ELN REG1A ISG15 FBN2 HMOX2 SLC4A4 DRD3 SLC6A11 SLC29A2 ITGA2B STARD5 RIBC2 AMELX HSPBP1 ALDOB ITGA10 PFKFB2 PROC ODF1 CD33 ZBED4 ECE2 PRSS16 LRIT1 CLCNKA LBP PDE4C KCND3 SERPINA4 ATP4A CTSG SLC22A6 IVD GTSE1 ETV3 SEZ6L IVL ENTPD2 CHST3 TRIM15 GYPB UCN ESR1 FLT1 PRELID3A TNFRSF10C TMSB4Y SYNGR4 RECQL5 ALPG XDH HSD11B2 TM4SF5 EPOR CCKAR GATA1 BMP10 LYPD3 SLC7A4 LRCH4 DPH2 IKBKG WNT10B PAX7 GPR3 MYOG YPEL1 LY6G6C HRG PINK1 FMO4 SLC18A3 DAPK2 DNASE1 UGT2B15 SIM2 TBCD CDK5R1 NRTN PFKFB3 ALDH1L1 CFP MGP BDH1 PLAU C8B MMP11 PSD4 SLC4A3 RGS10 MPO H2BC12 S1PR4 GATA2 PYGL RNASE2 CLDN9 P2RX1 TYR KCNQ3 AQP8 ATF5 SCN4A RRP9 LRP3 CYP4F12 CRYAA SBNO2 NFKBIB CRYZ PRSS3 QPCT TFAP2A INHBC DLEC1 GCLM PHYH AADAC SERPINA5 NFKBIL1 GSTT1 PTH1R ALDH3A2 RGN GSTA2 ABCC3 HYI PAEP CYP2C19 GRK1 FMO3 SERPIND1 HYAL1 F12 GLYAT LCAT UGT2B7 CYP2C8 DNAH3 KNG1 APOC2 CP APCS LGALS4 COL18A1 AQP9 CYP2J2 HAAO COL7A1 REN SLC37A4 PRF1 HSD17B6 HOMER2 APOL1 FABP1 DIO1 ITIH3 SHMT1 CPS1 TFR2 NAAA FCN2 PCK2 HPD MST1 SPP2 CPN2 FETUB FGA CYP4A11 FURIN GPT LECT2 HGD TRIB1 SLC22A1 CBS DNASE1L3 HCN3 SDS PROX1 FGL1 HSD11B1 SERPINF2 SLC10A1 DAO AKR7A3 F10 ARG1 CPB2 EPHX2 TULP1 ACOX2 GNMT IGFBP1 UGT2B4 PON3 SERPINC1 PLG ECM1 APOM ENPP1 JAK3 SLC38A10 AK4 ALDH1B1 APOC3 BCKDK LTC4S SYNPO2L APEX2 IHH CYP3A7 IGSF1 PPBP RBM38 SMOX RNASE3 DRD2 XK HBZ BAAT HBD COL9A1 APOA4 BBOX1 MPPED1 HBEGF IL3RA FPR2 UNC13B CRLF1 CHRNB4 GRM2 LY6D PDZK1IP1 TCN2 GSTM5 FAAH AMY2B CST1 POU2F2 SLC7A8 MMP2 AOC1 HSD17B1 PLCB2 PNOC LCE2B GPR17 ADRA2C NCF1C UMOD ENPEP GCG DPP4 TGM4 AMELY NR2E3 SPINK1 GALNS HOXB1 PIGO CEL PHLDA1 CLDN8 AMACR GAS8 WWC1 RCVRN RAMP1 XPNPEP2 HNF1B TNFRSF6B CDR2L MODULE_56 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_56 HPRT1 PAICS GMPS TYMS APRT ADA UMPS GART ADK IMPDH2 PRPS1 PRPS2 MODULE_57 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_57 CDKN1A CCND2 PLK1 PTTG1 CDC25B CCNB2 CCNB1 MAD2L1 CDK1 MCM2 CDC20 CCNA2 PCNA MCM3 MCM6 BUB1B CCND3 CDK2 SMAD3 TFDP1 MCM5 MCM7 E2F3 WEE1 CDKN2A PRKDC E2F5 E2F1 CDK6 ESPL1 ORC1 TP53 PKMYT1 CCNE1 CDC45 SMC1A CCNA1 ORC3 MAD1L1 MCM4 CDC7 CDK4 CDC6 BUB1 CDC25C CCNE2 CHEK1 HDAC2 CDC25A PTTG2 DBF4 MDM2 HDAC1 ORC2 BUB3 CHEK2 MODULE_58 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_58 CD55 CFH C7 CFHR1 C1S C2 CFB C5 CFI SERPING1 C4BPB C1R C8A C4BPA C1QA C4B C3 CR2 C6 CLU C9 MODULE_59 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_59 CYP2E1 CA12 ITPR2 GPR183 C3AR1 MAPK11 HCG4 PPFIA2 TRPA1 IL4 IL5RA MSTN SRY SI BMP6 NFKBIE SLC6A4 THOC5 HSPB3 SSX5 CASQ2 OLIG2 MAGEA10 KCNA3 RAPGEF4 RPGRIP1 FUT9 MODULE_60 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_60 WFS1 IGHM RRAD CFD MYL9 CD14 TSPAN7 TGFBR2 FCGRT AMT PCOLCE DEPP1 GSTM1 ZYX GPNMB C1QB IGFBP2 VEGFA AQP1 PTGIS TGM2 ITGA7 COL15A1 ENG PDGFRA PER1 VWF COL6A2 CITED2 AKR1C1 RARRES2 FSTL3 MYH11 SRPX IGHG3 SVIL FN1 DHRS3 UBXN1 LAMB2 ITGB5 GPX3 ACKR1 COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI PDGFRB FGFR1 EMP3 CCN5 IER3 TNFRSF13B CD151 FXYD1 STAB1 NECTIN2 COL6A1 TPM2 COX7A1 ADIRF HSPG2 QSOX1 RNASE1 CCND2 LGMN EPHX1 CLEC3B SMTN G0S2 GAS1 NR4A1 APOE IFI27 PNRC1 IGFBP6 DLK1 SNCG FHL2 RHOB CRYAB SOD3 CCL2 MAOB CCND1 SMARCD3 IGF1 PLEC MFAP4 SERPINH1 CRIP1 TNXB KCNMB1 DENND2B PKD1 CDC42EP1 DHRS2 BMERB1 TFAP2B CHPF GYG1 PPP1R15A PPP1R12B PLXND1 MICAL2 EFNA2 CD34 ROR2 RBPMS PDLIM5 MAPRE2 HSPB2 JADE2 GMPR VAMP5 BCAM MAN2B1 MAN2C1 PLAAT3 RAMP2 NNMT HLA-DQB1 CRABP1 S100A4 DDIT4 CD37 CCL21 SLIT2 GOT1 PTP4A3 LPL TNFRSF14 CDH5 TIMP3 IGF2 ABLIM3 ADH1A H2BC21 HLA-DMA PTGDS FBLN2 CLDN5 APOD ATP6V0A1 EEF1A2 THRA ECHS1 ITGB4 CYB5R1 BLVRB TNFRSF1B UBE2L6 PPP1R1A TLE2 SLC29A1 RNF167 PCBP4 AQP7 MAPK8IP3 GRN POLD2 RAC2 MCM2 CDH2 EIF4EBP1 PCBD1 COL2A1 DNM2 APRT HSF1 PLK3 ZKSCAN3 EPAS1 FGR LRRC32 HMOX1 ST6GALNAC4 C2 LTBR TAP1 CD52 PLAAT4 FCER1G TNFAIP2 VSIG4 ADGRE5 GPSM3 CCR1 DEFA3 HPGD AQP3 CCL5 IL32 NKG7 APOC1 CES1 LST1 CORO1A CST7 TYMP KLHDC3 HCLS1 LGALS9 LAIR1 TPSAB1 CDA MAP2K3 MAPKAPK3 WAS PDXK ALAS1 PIK3C2B TGFB1 NDUFB7 APOC4 CNKSR1 TFF3 ZIC2 SLC9A3R1 RHOD CRYM CD79A TRPM2 CHRNB1 NME3 ACR MB DDT DKK4 ECI1 MYL2 FZR1 AANAT ST3GAL4 TRIM16 FKBP8 LLGL2 HAGH DOK1 ARHGEF16 FAM107A NR1D1 PLIN1 TTLL12 KDM5C AGPAT2 M6PR CYP2A6 OGG1 TJP1 ABCA1 CD8A TBX1 GNG7 DPYSL4 CACNB1 HTR4 COX6A2 SRPK3 NTNG1 PGAM2 SMAGP PRG2 SPTB ETFB AGT ALDH4A1 CLN3 VTN ICMT TRAPPC6A CA4 KCNJ4 TBX5 FAM189A2 TM7SF2 PDE2A NECAB3 GALR3 SORBS2 TACC2 SCAMP5 DPP6 TIMM17B MTHFR STOML1 PARD6A POLR2J ELAC2 CFAP410 KYAT1 RBMS3 FEV CELSR3 FEZ1 PSG7 NEURL1 POMZP3 CDK18 SCN1B AAK1 GBF1 LARGE1 RHBDL1 BRD4 PPP6R2 BCKDHA TCF7 GDPD5 CDH16 GPA33 CARD10 DMTN ELN ISG15 MCRS1 ALDOB ITGA10 ZKSCAN7 KCNA5 TBX19 KCND3 IVD ACKR2 PRELID3A SLC2A1 EPOR FDXR TUB MYOG RPS26 CREBZF LY6G6C POLA2 CD8B CRYBA4 HTR6 CDK5R1 NRTN FHIT CTF1 TAZ PBX1 CFP MEF2D TAF1 PPP2R5D BDH1 PLAU ASCC2 ITPR2 SEMA3F SLC6A8 CSRP3 KCNH2 SLC4A3 LSP1 S1PR4 ICAM3 PKN1 TRANK1 ITGB7 CLDN9 PTPRCAP EDC4 TYR PKMYT1 SCN4A ESRRA SBNO2 INHBC DLEC1 ACOT2 NFKBIL1 GSTT1 HYI TST NR5A1 HYAL1 PRF1 TRIB1 JAK3 BCKDK ACAA1 MPG CD3E GTPBP1 HBEGF FPR2 LTB TNNT3 RGS3 WT1-AS TP53I11 DELE1 SPIB PLEKHO2 HSD17B1 GJA4 ECE1 TOB2 TOM1 MYOM1 TXN2 LCK IFI35 ACTC1 SIPA1 IFFO1 PSMB10 RAMP1 PDK2 CKM TNNC1 NAPA TMEM159 RGL2 GATD3A ARFRP1 GAA MODULE_61 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_61 MYC GADD45A YWHAE RCC1 PAICS CSE1L SHMT2 APEX1 SUMO1 CYP2B6 NDUFB7 MB RPA3 UMPS ADSL HDDC2 HDGF BLMH GART ADK IMPDH2 ATP5PF PCDH1 RAN BZW1 SLC25A5 CDK4 TUBA1A ODC1 CTPS1 HDAC2 PRMT1 NME2 C1QBP EIF3B MECOM EIF1AX FBXO5 ANGPT2 PDXP ANKRD6 MMP12 ULBP2 TUBA1B PANX2 HSP90AA1 MIF TOP1 PPP2CA NT5C2 MODULE_62 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_62 COX7A1 MAOB SLC39A6 ATP6V0A1 COX7B ABCF1 NDUFS2 NDUFA9 NDUFS6 NDUFB7 SDHB COX11 ATP6V1D TIMM17B NDUFB1 NDUFV2 NDUFV1 ATP5F1A NDUFS3 NDUFS8 NDUFA4 ATP5F1E NDUFS4 ATP5F1D ATP6V1G1 ATP5ME ATP5MC3 ATP5PF ATP6V0D1 ATP6V0E1 NDUFAB1 ATP6V0B ATP5MF NDUFS5 NDUFA1 ATP6V0C ATP5PO ATP5PD NDUFB3 ATP6AP1 NDUFB8 NDUFA2 NDUFB5 ATP2C1 NDUFB10 NDUFA3 ATP5MC1 NDUFA7 NDUFA5 ATP5MC2 NDUFA6 NDUFC1 UQCRB SLC9A6 COX5B COX7A2 COX7C COX6C CYCS UCP1 UQCRFS1 SLC25A3 SDHC UQCR11 CYC1 COX6B1 COX8A SLC25A5 UQCRH UQCRC1 UQCRQ UQCRC2 SDHD COX6A1 COX17 ATP6V1B2 ATP5F1C SURF1 COX5A COX4I1 ATP5F1B ATP6V1F ATP6V1H SDHA ATP6V1E1 TOMM20 PPA1 SLC25A4 NDUFB6 MODULE_63 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_63 FCGRT PDGFRA AR GJA1 ITGB5 LRP1 PDGFRB FGFR1 DDR2 TNFRSF13B FXYD1 TGFBR3 PDGFRL KCNMB1 IFNGR1 PTPRK MAL TNFRSF1B NTRK2 AQP7 EPHA2 ANPEP GJB1 IL4R TEK IL7R AQP4 GPRC5A MRC1 ITGA3 CSF3R FCGR3A FOLR1 ITGB2 CYBB ITGAM IL2RG SCNN1A FCGR3B FCGR2A TACSTD2 CSF2RB IL13RA1 TNFRSF25 FGFR3 TRPM2 KCNN4 PTPRN2 GABRP CHRNB1 MLC1 CD86 FXYD2 ASGR2 ASGR1 KCNA4 NRP1 SCN2B GABRB3 EPHA4 FGFR2 PTPRN GRIN1 GPRC5B PTPRO KCNK1 GABRG2 GPA33 ITGA2B CLCNKA S1PR2 CHRNE P2RX7 KCNK3 SEMA4D ITPR2 ADGRE1 KCNH2 ITGB7 P2RX1 KCNQ3 LILRA2 SHROOM2 MERTK HYAL2 GLYAT AQP9 BMPR1B CD2 IL10RA ADRB2 KIR3DL1 LILRB2 FOLR2 FCGR1A KLRK1 HBEGF PTPRM CHRNA4 OLR1 CHRNA2 IL3RA IL13RA2 GHR ITGAL CHRNB3 IL2RB KIT GPR65 TNFRSF11B PTPRS GLRA1 FPR1 EPHB6 CHRNA7 FCER1A IL6ST EPHB1 GABRG3 GABRR1 FOLR3 FCER2 MS4A2 MST1R CNTFR UNC13B RYR1 CRLF1 ITGAX KIR2DL3 NPR3 GLRA2 CHRNB4 EPHA7 LIFR IL2RA CNTNAP1 GRIK1 GFRA3 GRIK3 TIE1 CSF2RA AXL NPY2R IL6R KLRC4 PTK7 ITGB8 ERBB4 TNFRSF17 P2RX3 CD80 PLA2R1 PTPRF TNFSF11 TNFRSF4 GLRA3 FCAR TNFRSF21 ROS1 CHRNA3 LRP2 GPR75 ERBB2 ADCYAP1R1 ITGA9 CD180 EPHB2 TNFRSF10A LILRA3 CHRM1 LILRB4 CACNG1 GJC2 GJA5 IL1R2 GJB2 KDELR3 GABRA2 KCNA1 TGFBRAP1 KDR RAMP1 CLIC2 KCNC3 CLCN2 KCNE1 CLCNKB P2RY2 KCNJ8 KCNA6 GFRA1 GABRD KCNJ2 CNGA3 KCNB2 KCNC4 CLCN5 BTN1A1 GFRA2 IL12RB2 CNGA1 ASIC1 PRLR SCN9A TGFBR1 AQP6 KCNJ11 KCNJ12 SCN7A KCNK5 MODULE_64 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_64 SLC16A3 SLC16A2 SLC16A4 CD55 RGS2 CD14 TSPAN7 FCGRT AQP1 MYLK PDGFRA ANXA1 IL1R1 ECM2 GJA1 NAMPT RGS5 ITGB5 ACKR1 DUSP6 CCL3 CDKN1A FGFR1 FAT1 DDR2 GNG11 TNFRSF13B CAV1 FXYD1 CLEC2B IL6 APOE EDNRA NR4A2 LDLR CXCL12 CCL2 PDGFRL AKAP12 TNC IGF1 IFNGR1 PDPN ROR2 DUSP2 SLC6A2 CD37 CCL21 FADS2 PTPRC NPY ADM IGF2 NGFR CXCR4 MAL LAPTM5 TSPAN8 CSF3 AHR LEPR TNFRSF1B AQP7 EPHA2 ANPEP GRN ADAM9 PLAUR RGS4 CALCRL FGR LRRC32 CCL18 STAT1 PRB4 IL4R SCGB1A1 TEK IL7R S100A9 GPRC5A CX3CL1 GRK5 SLA CXCL2 MRC1 ITGA3 FCER1G CSF3R MUC1 FCGR3A FOLR1 LILRB3 F3 CD163 CCR1 TNFSF10 CD53 ITGB2 AQP3 ITGAM NKG7 IL1B CXCL8 CXCL1 TLR2 IL2RG SELL SCNN1A ICAM1 FCGR2A TACSTD2 CSF2RB PROM1 CLDN4 CLDN10 TNFRSF25 CCL7 PLPP2 CD79A CD6 TRPM2 DUSP5 KCNN4 GABRP CHRNB1 CD22 AQP5 SLC4A1 PTH2R ABCA1 CD8A RRH CD4 CEACAM4 HTR7 NR0B2 HTR4 GP9 SPN CD86 HTR2A NTRK1 HPS1 STAT4 SLC17A3 MLANA PTPRD EFNA5 NTS IL1RAP APOH LIF AGT APOB AREG HPN FXYD2 CCL20 ASGR2 ASGR1 HAS2 KCNJ4 HTR2B ADORA1 NRP1 TIRAP CFI C3 CR2 C9 CX3CR1 GABRB3 EPHA4 FGFR2 CCK PTPRN GALR3 GPRC5B PENK PTPRO SLC1A6 SSTR2 NEO1 EDNRB EVI2A KCNK1 GPM6A STAT2 RHBDL1 GPA33 RGS16 SLC4A4 DRD3 SLC6A11 SLC29A2 ITGA2B ASIC2 NTSR2 CSH2 ITGA10 PDK4 AVPR1B SLC13A2 CD1C CLCNKA KCND3 ATP4A SLC22A6 ACKR2 CD5L GYPB FLT1 TNFRSF10C TM4SF5 EPOR CCKAR CHRNE CD82 EFNA3 P2RX7 SLC6A7 GPR3 LY6E CNTN2 SLC18A3 KCNK3 SEMA4D VAMP1 CCL13 CD8B HTR6 CDK5R1 EFNB1 CSF1 PFKFB3 PIGR CRHR2 ADGRE1 KCNH2 SLC4A3 JAG1 CD40 CD19 NRG1 TNFSF12 FGF6 LSP1 CD69 GNA15 S1PR4 ICAM3 ITGB7 FLT3 P2RX1 CCL4 KCNQ3 AQP8 HK3 HTR3A LILRA2 GPR183 CD3D IL27RA PTH1R CCN3 AGTR1 CHRND DAPK1 GLYAT AQP9 SLC10A1 RXRA GPLD1 GYPE CD3E PPBP PF4 RHAG CXCL13 RORA CD2 CD5 IL10RA LGALS3 GHRHR TMPRSS2 GPR39 B2M C5AR1 HLA-DRB5 ADRB2 KIR3DL1 LILRB2 THBD FOLR2 IGSF6 FCGR1A KLRK1 HBEGF PTPRM CHRNA4 IL18R1 LANCL1 OLR1 CHRNA2 IL3RA IL13RA2 VIPR1 NPY1R HLA-DOA LILRA1 GHR GPR182 ITGAL CHRNB3 IL2RB C3AR1 PRPH2 KIT SLAMF1 HLA-DRA CXCR6 GPR65 ADRA2B CD3G P2RY14 TNFRSF11B LPAR6 PTPRS CCR5 CCR9 TLR1 GLRA1 BDKRB2 FPR1 HLA-A CD79B KIR2DL4 PRSS12 EPHB6 CD247 CCR2 PTAFR HCAR3 CHRNA7 LGALS3BP FCER1A PGLYRP1 ROR1 IL6ST RARB FPR2 PTPRH FRZB IL15RA EFNA4 AVPR1A EPHB1 GABRG3 HLA-C GABRR1 P2RY10 FOLR3 PTPRE FCER2 TACR3 MS4A2 GP1BB MST1R PPARA CILP CNTFR UNC13B RYR1 CRLF1 HLA-DMB FAS ITGAX PTPRR GABRE LPAR1 CXCR5 NPR3 PRKCH KLRC1 GLRA2 CCR8 CHRNB4 GRM2 EPHA7 CNR2 OPRK1 OXTR CNR1 PRKD1 ADRA2A CNTNAP1 GRIK1 GFRA3 MUSK SFRP4 CSF2RA CD300C AXL IL6R TLR3 RNASEL TNFRSF21 GRPR RAMP3 CD96 SLC22A4 MAPK4 CCL17 LTB CXCL10 CEACAM1 CACNG1 NGF CD9 ART3 BPI CCL23 STC1 CCL11 CCL19 CCL14 XCL1 TNFSF4 MMP14 WNT2 CGA PDGFB KCNN1 LCK LRMP PFKFB4 SKAP1 IFITM1 TGFA IL1A MS4A1 IL15 CXCL9 ENPEP BST2 CXCL14 CD83 TYROBP CCL8 FGF7 CXCL11 IL24 LAT EREG OSM LTA IL11 IL9 FASLG AGRP CCL1 PYY SH2D1A TNFSF14 IL17A MCAM INHBA MPZL1 SLC6A4 KCNC3 KCNJ2 SCN7A SLC15A2 SLC34A1 TPO NCKAP1L TSPAN4 RGS13 SLC6A1 GP5 OGN STOM JAM2 DYRK3 PRKCQ SLC6A3 MAP3K8 EDN3 MEP1A KCNJ6 LAG3 ICAM4 GRB14 CCKBR OXT MAK CLDN1 CAMK4 S100A6 GAST ADAMDEC1 BMP2 SLC12A3 GYPC PDYN FXYD3 GUCY2F ART1 PTGIR CD63 IFNG ATP7B HAS3 SLC18A2 PFKFB1 MODULE_65 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_65 ADM NPR1 GUCY1B1 NPR2 GUCY2D PDE5A GUCY2F GUCY1A2 GUCY2C ADCY8 MODULE_66 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_66 SYNE1 FBXL7 LMO4 GPC3 TSPAN7 MDK MTUS1 ALDH1A1 DPYSL3 AMT GATM GSTM1 C1QB IGFBP2 AQP1 SLC2A3 CHGA PEG10 ENPP2 MYLK ITGA7 SGCE ITPR1 TYRO3 SELENOP PDGFRA PER1 COL6A2 PPP4R2 ALDH7A1 AKR1C1 EFS GNG12 ITGA6 MYH11 SRPX THBS2 UBXN1 GJA1 RGS5 GPX3 SFRP1 CDKN1A TMEM47 GADD45G FGFR1 SOX4 GABBR1 FAT1 RAB31 IFIT1 FXYD1 CPE FOS NCALD COX7A1 ADIRF RNASE1 CCND2 EPHX1 CLEC3B IGFBP3 NR4A1 APOE RBP1 TSPYL2 IFI27 IGFBP6 DLK1 ZBTB20 SNCG DBP RHOB CRYAB NUPR1 SOD3 MAOB CDH11 SMARCD3 ORM2 TNC DBN1 ITM2A SLC23A2 ABLIM1 GET1 CHST15 NID2 CACNB3 SLC39A6 GSTA4 PKD1 TCEAL4 TRO BMERB1 TFAP2B NCAM1 GFPT2 WDR7 AHDC1 EFNA2 LDOC1 MAPRE2 ACD RASSF2 SCHIP1 RGS1 L1CAM PLAAT3 MLLT11 PCDH9 SNAP25 CHGB PTN SOX10 FABP7 RCAN2 OLFM1 CRABP1 DYNC1I1 SCG2 SV2B LIPA CADM1 ALCAM DNM1 FADS2 FKBP1B SNAP91 RTN1 ENO2 KIF5C CHL1 NPY CLIP3 DDX3Y PTP4A3 LPL SYT1 INSIG1 ANGPT1 TIMP3 CD24 ABLIM3 ACSL1 ALDH1A3 MAL EPB41L3 ANK3 ADH1A PCK1 TSPAN8 SPP1 H2BC21 GAP43 STMN2 PTGDS MAOA NEFL PLP1 SERPINA3 SST CLDN5 BCAS1 APOD SYNGR1 ATP6V0A1 EEF1A2 THRA CYB5R1 ARHGDIG TLE1 NTRK2 DNAJB2 TBC1D9 QDPR VSNL1 NEFM MBP TLE2 TRIM2 MEGF9 S100B ATP9A PCBP4 MAPK8IP3 ZIC1 STMN1 RND3 PKIA CDH2 MYO10 GJB1 PRPF19 SNRK RGS4 KRT4 RAC3 EPAS1 UBE2D1 NRGN PRB4 LDB2 CACNA2D2 HMOX1 ST6GALNAC4 PPL VCAN AQP4 WFDC2 DMBT1 SERPINA1 ABCA3 F3 ANOS1 WIF1 LMO2 APOC1 CORO1A KLHDC3 HPR NEBL APOC4 COL9A3 ELF3 CLDN10 ZIC2 SLC9A3R1 MAT1A CRYM SOX9 FGFR3 TRPM2 DUSP5 PTPRN2 KCTD17 HSPA2 CHRNB1 CHST1 DKK4 STK39 FZR1 AANAT HAGH FAM107A NR1D1 NRXN1 DVL1 CAPN3 MPP3 MEF2C PPP3CA PAX6 SYT5 GNG4 GNG7 DPYSL4 TAGLN3 RUNDC3A MLC1 HTR4 EDA NRG2 C5orf30 RASL10A CBLN1 SLC22A18AS TBR1 ACTL6B FAM214B PTPRD SIX6 ATP6V1G2 PSPHP1 FGB CSRP2 AGT DDX17 BTBD3 ALB PLCB1 ALDH4A1 ATP6V1D KIF21B KCNJ4 HRAS C3 CARTPT TM7SF2 CX3CR1 APLP1 CA12 SCN2B GAD1 ARHGEF4 VGF DTNB MAPK10 MAPT SERPINI1 SLC17A7 CACNG3 SNPH PDE2A MAPK8IP2 NPTX1 COL9A2 STX1A BAIAP3 RGS7 GABBR2 PLXNB1 EPN2 PCP4 CRMP1 B4GAT1 LY6H DCX GABRB3 CKMT1B SETBP1 RIMS3 GLRB PCSK1 KLK6 CA11 ZBTB16 RIMS2 MAP2 GRIA2 NNAT EPHA4 FOXG1 CHN2 GNAO1 NECAB3 FGFR2 TMSB15A CALB2 CCK ELAVL4 MEIS2 APBB1 PTPRN PSD GRIN1 NOVA1 SV2A GALR3 DCLK1 SORBS2 CBR1 NCAN PHYHIP PRSS2 AMPH GPRC5B SCG5 PENK ABAT PLCH2 GPRASP1 CABP1 CA2 ELMO1 ARNT2 TACC2 SCAMP5 PAX4 DPP6 CNTNAP2 KMT2A TRPC4AP ELAVL2 SNCB CDH4 PDE4B NECAP1 SPOCK1 TUSC3 OMG APBA2 MT1G FAM131A TIMM17B PALM KHDRBS3 MTHFR FAT2 STOML1 FOXO4 MAGI2 RALGPS1 PTPRO ABCC8 ST18 UBL3 FGF9 PRPF6 PARD6A GUCY1B1 POLR2J APC2 ATP2B2 MAP7 WASF3 SLC1A6 SLIT1 ELAC2 CFAP410 MXD4 KYAT1 CACNA1A DUSP8 EFNB3 SPTBN2 ZBTB18 CBX6 CALB1 NOVA2 ST3GAL5 RBMS3 SCO2 MYRF RPH3A SSTR2 CNP PRKACB PRKCZ NEO1 SULT4A1 ATP1B2 HSPA13 FEV PTK2B CELSR3 SPHK2 LGR5 PLXNA2 PLEKHB1 TMX4 MTSS1 EDNRB BICD1 TUBGCP4 EVI2A ITPKA FEZ1 IQSEC1 FZD7 PSG7 TRIM23 BCL11A KCNK1 GPM6A NEURL1 TRIM9 RYR3 BIN1 DLG4 POMZP3 CTSF SLC1A3 SH3BGR KAT6B CELF2 TSPYL4 CDK18 LZTS3 AC021066.1 EXD2 CSPG5 SCN1B ACSL6 PITPNB CEP135 RNF144A ABCC5 RUNX1T1 INPP1 GRIK5 RND1 RSBN1 CDH22 PRKCB STAT2 CORT AAK1 PTPRZ1 TENM4 NAB2 NAP1L3 GBF1 MTMR9 KIF3A LARGE1 NFYC RHBDL1 BRD4 GFAP ATP2B1 BCL9 GABRG2 RAB11B PDE8B SH3GL3 TMCC2 CUL9 LHX2 TNF ARC CSH2 KCNA5 STXBP1 PRAME QPCT FOLR2 ROR1 FRZB GRIK1 RPS4Y1 HBB SPOCK2 UCHL1 TF CGA PLCB2 LHB PFKFB4 HTRA1 CKB CEL PHLDA1 ASIC1 SLC6A3 LAMA2 THBS4 INHBB CITED1 DIRAS3 SEPTIN5 INSM1 DGCR2 SCRN1 RELN ATP1B1 ARMCX2 SPARCL1 GAL PARM1 CDH18 MODULE_67 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_67 SNAP91 TFPI STAC SQLE CTNNAL1 RAC3 MALL ELL2 NRXN1 MLANA HDDC2 PARD6A KYAT1 CSPG5 RUNX1T1 ETV5 ZKSCAN7 SH3BP1 ILRUN CYP2C9 MAP4K1 VRK1 KCND1 PPP1R17 KIAA1210 CARD18 KLF1 TRPM1 CPNE4 FBXL4 RPS13 GTPBP6 ACVR2A FLRT2 PYCR3 INIP RPRM ELAC1 ZNF318 KLHL4 NR2E1 ERVMER34-1 PCSK5 POGLUT2 ZNF638 SOX21 MAGEL2 BMX DRC7 SPZ1 ACBD6 ADAMTS12 TTF1 NDUFAF5 AKAP9 FBXO42 EDDM3B BUB1 GAS8 OLIG2 COX4I1 DARS2 KRBOX1 FAM181A HAND2 ZFP14 ZMYM6 PARP9 DROSHA ADAM3A GK2 CCDC7 OGFOD3 SLAMF9 LINC00112 VPS13D TTC29 RXYLT1 AC040160.1 EFCAB6 TF SYCP1 CCDC88C DNAH11 TMEM140 SIRPG ARMC2 ELMOD1 NTF3 TAT NIPSNAP3A RSRC1 FBXO27 ZRSR2P1 GIPC2 HERC5 MXD3 PDGFD CRCT1 ANG ZNF385D RHOU RND2 LRP1B JCAD USP24 ABTB2 RGS18 ZFPM2 MAP3K21 APOO FGFBP2 KCNJ16 CDC27 MOCS3 POLI FBXO4 ZBTB32 CA10 HOXB6 RRP15 BIN2 GPN1 BVES ZNF652 ZNF667 EYA4 ARAP2 ZC2HC1C IQCH CARD9 ZNF273 KREMEN1 PCDHA9 LRRC3 FKBPL FAM50B PADI2 EXO1 BBS7 CLEC1B PPP2R2D BSPRY UVSSA CITED4 TIMM13 NMNAT2 PEX5L NOL8 KCNK4 LINC00520 FJX1 VANGL1 TRAF3IP3 RLN1 ACAP3 CES3 POLR2L DYNC1I2 UBA6 PPFIA1 TRIM62 SYAP1 AP5B1 ZNF431 ANKRD11 NRXN2 SSH1 HSDL2 BTRC EGFL8 RAB11FIP1 PAPOLG TMEM241 FBXL12 PPP2R3A KMT5AP1 NOL9 IFT80 MED23 KIF26B LMAN1L ARID1B PUS1 RGP1 AK3 NEK1 SGCD ERVW-1 FAU SMG1 ZNF107 HEATR3 CNNM3 NOL4L ULK4 TEKT3 ZNF471 TP73-AS1 COPS4 ZNF112 NTN4 PDZD2 ZNF483 RAVER1 SPPL3 HYDIN UACA SCYL2 PXMP2 DACT1 SPTA1 ZMYND15 HAO1 KIAA1257 ZSCAN31 AC020929.1 AOX2P CHRFAM7A WHAMM DENND1B QTRT1 ROPN1 GRIA4 RAB9B ZNF137P MODULE_68 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_68 KRT19 NEFL INA KRT7 KRT18 KRT4 KRT15 KRT14 KRT5 DSP KRT6A KRT33B KRT32 AC021066.1 KRT85 KRT2 KRT35 DRD2 KRT8 KRT13 SPRR1B VIM KRT17 KRT6B KRT1 KRT16 MODULE_69 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_69 COL6A3 KRT19 GSTM1 SELE PLA2G2A PPP4R2 CITED2 GJA1 ITGB5 ACKR1 NFIL3 CLEC2B FOS IFI27 CD302 SLC43A1 ADIPOR2 STAT3 MSX1 SRSF5 RABGAP1 SV2B CHL1 CDH5 SATB1 TBC1D9 UGCG USP6 PKIA MYBL2 CHAF1A TMED3 CCNG1 PTX3 SMAD3 MRPL47 IMMT UBE2J1 PLAAT4 GPSM3 F3 DPYD ITGAM CXCL8 TYMP LAIR1 PROM1 FGFR3 EGFR CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 ZBTB7A CD8A NDRG2 CYP2A7 CYP2E1 GGA2 DDX17 ELOVL2 SLC11A2 TMEM97 TFAP4 RFX7 AC004151.1 SOX1 SCARA3 BAIAP3 DCX FGFR2 DCLK1 ELMO1 CDH4 EDNRB CELF2 CDH22 PTPRZ1 CUL9 REV3L ZKSCAN7 S100A5 MYEF2 CYP2C9 CCL13 SDC3 CSF1 DDX11 MXRA8 SF3A1 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HYAL2 FURIN ENPP1 GSTZ1 ALDH1B1 RXRA SCD CLUH NXPH4 KLHL41 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 NPY1R FPR2 MST1R EPHA7 SELP TNFRSF17 RNASEL PTPRF SLC9A6 EEF1D ELOB SEPTIN2 TUBA4A MAPK4 SLC19A1 NGF CD9 ART3 RFC2 CCL19 DYNC2LI1 BARD1 PDE4D PHF3 DHRS12 AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 PPP1CB XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 BCR CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 TRIM14 PCED1B LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 MAP4 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P HNRNPU LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIO3 DIRAS2 COQ8A PTGS2 MTTP CIP2A CMTM6 ESPN PTPRT BPTF POLDIP3 LDAH GALNT3 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 NELFB NUP58 PDCD6 CTSZ NXF1 YWHAB SENP1 PCSK5 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 SH3BP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 GREB1 STRIP2 MED25 FAF1 BRAP PCGF1 GLT8D1 WRNIP1 PPIL2 CCDC90B POGLUT2 TRIM7 ZNF638 ZMAT4 SOX21 MMP14 ANKRD1 CCNH TMEM248 UTP11 LMO7 C19orf73 ALDOA HS1BP3 MBD5 CPNE1 HACD1 DHODH EPS15L1 SLC17A8 BSDC1 MED14 PDCD2L LHPP SLC26A8 NMT1 MAGEL2 MICALL1 ZFP41 TNFRSF13C PRDM1 RARB LRRC4C CYP2B7P PITPNC1 FMN1 SPAG9 SFT2D3 DCANP1 REPIN1 FAR2 HOXC4 MAP1S EDN1 CENPK ZNF202 CEP55 NACAD CAPRIN1 MYH1 IGKC GSTM4 POU6F2 KLF13 ZGRF1 EFCC1 ACSBG1 CDH13 KIAA1522 NOL7 RHPN1 PAPOLA BMX METTL22 ZMYM6 HSD17B12 GATA3 PDCD5 BHMT2 VEGFC GPR68 ABCC1 TRMT6 TRAF3 SNTB2 ISCU OBSCN PNPLA2 TSC22D3 CCDC134 GEMIN4 GPR137B CLCF1 OR2A1 MAP6D1 UFL1 HINT3 DDX60 P4HTM SYCP2 SLC5A4 RBM7 CD1A ABL2 THEG AGAP2 PCDHB7 BEND5 CCDC102A RALGPS2 STAT5A VAV1 IL1A ERMN FOSL2 IFT80 SLITRK1 QSER1 ITM2C ABHD17C SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN DNAJC12 ZNF292 AC022966.1 SNRNP25 PLEKHM2 CAAP1 WSB2 APTX PRPF39 CNKSR2 THUMPD1 AURKAIP1 SLX4 LAMB3 USP30 TTYH2 ELSPBP1 DIAPH2 NMNAT1 EGLN1 RBAK SOAT2 PIKFYVE CAMKV PHIP BHLHE40 BPIFB2 IWS1 ZNF106 KIF18A FEM1C ITGA8 PRPF38B MODULE_70 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_70 DBN1 NDN ROR2 CSPG4 SLC25A1 PIR SMAD3 LTBR DEFB4A COL9A3 BMP1 ALDH3A1 OGG1 TRIM21 TBL3 KLK6 KCNK1 PTGS1 ADGRE1 SLC11A1 KIR3DL1 BDKRB2 DSG2 S100A3 RAD9A MYOM1 LILRB1 GAS6 RFC5 LAMA2 PFKL TRPC1 ACE TMED1 SH3GL2 MAP4K2 MZF1 ESS2 SCN5A GET3 CDKL1 NCBP1 PDE1B MODULE_71 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_71 SLC16A3 SLC16A2 SLC16A8 SLC16A1 SLC16A4 LTBP2 SLC7A5 SLC12A2 SLC1A6 SLC13A2 ABCC3 SLC10A1 XK SLC10A2 ABCG1 SLCO1A2 AKR1C4 SLC26A3 SLC7A2 SLC9A6 SLC22A4 SLC16A5 MODULE_72 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_72 SLC16A3 WFS1 CFD MYL9 ALDH1A1 PCOLCE GATM GSTM1 ZYX IGFBP2 CHGA PEG10 ENPP2 MYLK COL15A1 SGCE AEBP1 ENG TYRO3 COL6A2 FLNA ITGA6 FSTL3 CRIM1 MYH11 UBXN1 GJA1 SFRP1 DDX42 SRRM2 COL1A2 IGFBP4 PDGFRB TPM1 FGFR1 FAT1 RAB31 MFAP2 CAV1 C7 TRAM2 CPE TPM2 QSOX1 CLEC3B APOE RBP1 TSPYL2 IFI27 DLK1 ZBTB20 FHL2 SOD3 AKAP12 C1S ABLIM1 GET1 TRIB2 SERPINH1 BIRC2 GSTA4 DENND2B GOLGA8A TCEAL4 ADIPOR2 CHPF GYG1 PEG3 MICAL2 SCP2 TSPAN3 ACD NFE2L2 RASSF2 PSMC2 ULK1 TFRC PTPN12 SRSF5 SMARCA2 TSC2 PLAAT3 PTN CADM1 KIF5C ITPR3 DDX3Y EPB41L3 PTGDS FBLN2 PLP1 ECHS1 CYB5R1 FADS1 DNAJB2 MSMO1 DLX4 RNF167 UGCG MAPK8IP3 STMN1 PLK1 PTTG1 SNRPB2 HPRT1 CCNB2 CKS2 PSMA4 TPX2 TRIP13 ZWINT MAPRE1 MCM2 CDC20 PAICS CSE1L TOP2A CDKN3 CBX1 PCNA GMPS MCM6 RCN2 AIMP2 SRSF2 CDH2 TMED3 RAB11A PPP4R1 PSMD4 SLC7A5 SSBP1 PSMD14 SNRPC EEF1E1 SRP19 PRPSAP1 TNPO1 CBX3 DDX1 TYMS COPS3 DNM2 MAPK6 SNRPF RO60 COPS5 HSF1 BTG3 HNRNPA0 MRPL3 LSM3 TFDP1 METAP1 SRP54 COPS2 DNMT1 POLE3 TOMM34 SUZ12 EWSR1 UBE2M PSMA3 WDR45B SMARCA4 DAP3 MRPL47 IMMT DHX9 UBE4A PSMG1 UBE2N PRB4 HOPX KLHDC3 ZIC2 SOX9 SPINK2 KCTD17 HSPA2 TRIM16 FKBP8 HAGH PARP2 PIK3R3 HSF2 CSNK2A1 RBMXL2 MAGEA4 ARL4A ABCD3 TTK SLBP CKAP5 CXADR SP3 PAIP1 LRPAP1 RBBP4 TLK1 RBCK1 TSG101 DDX39A ARPP19 SEC24C GTF2E2 GTF2A2 COPB1 MYL6B HDDC2 CCHCR1 FOXG1 NECAB3 CALB2 GPRC5B PENK ELAVL2 KHDRBS3 PRPF6 SLC1A6 ELAC2 CFAP410 ZBTB18 TMX4 POMZP3 TSPYL4 EXD2 OAZ2 HMOX2 AKAP3 SAC3D1 BUD23 SYNGR4 DNALI1 YPEL1 LPAR2 PPP2R5D USP9X H2BC12 SEPTIN6 SF3A1 DYRK1A JARID2 PRAME PKMYT1 SNRPA1 NFKBIB KIF2C DHX30 C5orf15 POLRMT GFPT1 ZNHIT3 CDK16 SNW1 NUP93 CDC34 SF3A2 LSM14A RANGAP1 INTS1 PLCG1 ATP6V0D1 APOM PCYT2 MOK MSI1 CCNA1 TCFL5 TRIP12 CEBPZ OR7E12P KDM5B RAB11FIP5 GTF3C1 NEK2 INHBB CITED1 PRKCI PTOV1 CCP110 BRD8 MDM1 RNF4 MPI HMGXB4 SLC2A5 NSF GCC2 SMARCA1 UTP18 NAE1 IP6K1 SAFB2 FOXJ3 SMC3 CREM SCCPDH CHN1 ABHD2 DGUOK CDR2 KATNB1 KDM1A APBB3 IK MTMR6 ZCCHC14 MODULE_73 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_73 IL1R1 CXCR4 IL4R IL7R TLR2 IL2RG CSF2RB IL1RL1 IL1RAP IL10RA IL18R1 IL3RA IL13RA2 IL2RB CXCR6 TLR1 IL15RA CXCR5 IL2RA IL6R CXCR2 IL1R2 MYD88 MODULE_75 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_75 CD55 CD14 EMP2 MDK FCGRT DAB2 MYLK SELENOP PDGFRA CFH MYC EPS8 IL1R1 FN1 NAMPT GPX3 CCL3 LRP1 BCL6 CDKN1A TGFBI EMP3 GEM SEMA3C TNFRSF13B C7 IFIT1 CLEC2B CFHR1 IL6 EPHX1 APOE EDNRA IFI27 CCN1 NR4A2 CXCL12 CCL2 ORM2 EMP1 IGF1 C1S CRIP1 CCL15 IFNGR1 STAT3 PTN ALCAM CCL21 NPY ZEB1 INSIG1 ADM CD24 IGF2 MX1 CXCR4 CSF3 AHR MIA S100B NQO1 EPHA2 GRN CTSC PDGFA ARHGDIB FGR CCL18 STAT1 IL4R GBP1 TEK IL7R C2 GMFG LTBR CX3CL1 HP CXCL2 FCER1G CSF3R FCGR3A LILRB3 F3 AIF1 CCR1 TNFSF10 CD53 ITGB2 IRF1 CYBB MNDA FCN1 IL1B CXCL8 CXCL1 CES1 LST1 TLR2 IL2RG CST7 CAPG SELL LAMP3 NCF4 P4HA2 FCGR3B SFTPD LCP2 FCGR2A TACSTD2 DEFB4A CSF2RB PSMB9 AKR1C3 TFF3 LTF CFB CCL7 DEFB1 CD79A CD6 AZGP1 TFF1 GPX2 ST6GAL1 KCNN4 CD22 CD8A REG1B CD4 ADA CD86 PDCD1 CD72 PRG2 IL1RAP PSPHP1 FGB CSRP2 LIF AREG UBD F2 C5 CCL20 VTN EGF NRP1 TIRAP NCF2 CFI SERPING1 C4BPB C1R C8A C4BPA C1QA C4B C3 CR2 C6 CLU C9 CX3CR1 LY6H GALR3 SPOCK1 MTHFR EVI2A NAB2 ISG15 CHIT1 CD1C LBP CTSG CD5L LY6E SEMA4D CCL13 CD8B CDK5R1 CSF1 CFP C8B CD19 IL18 TNFSF12 FGF6 LSP1 MPO CD69 CREG1 FLT3 CCL4 LILRA2 GPR183 H1-2 CD3D IL27RA DAPK1 GRK1 GLYAT AQP9 PRF1 FCN2 FGA EPHX2 PPBP PF4 SH2B2 CXCL13 CD2 CD5 B2M C5AR1 HLA-DRB5 KIR3DL1 LILRB2 IGSF6 KLRK1 HBEGF IL18R1 IL3RA VIPR1 NPY1R HLA-DOA LILRA1 IL2RB C3AR1 SLAMF1 HLA-DRA GPR65 CD3G CCR5 CCR9 TLR1 HLA-A CD79B KIR2DL4 CD247 CCR2 PTAFR LGALS3BP FCER1A PGLYRP1 IL6ST IL15RA HLA-C MS4A2 MST1R CRLF1 HLA-DMB FAS KLRC1 CNR2 ADRA2A CD27 SELP ADORA2A CD300C IGLL1 IL6R HLA-G TNFSF11 HLA-B HFE CR1 CXCR2 ERBB2 LILRB4 OAS1 ETS1 CCL17 LTB CXCL10 CEACAM1 PTMS CAMP FYB1 CLC ZFP36L2 BPI CCL23 CCL11 CCL19 CCL14 XCL1 LY86 ITK EDN1 GATA3 PDGFB MGST2 NCF1C RNASE6 ISG20 LCK IRF8 CD48 IFI44 STAT5A GNLY GZMA CTSS MX2 GBP2 LILRB5 SKAP1 OASL IFITM1 UMOD TGFA TPSAB1 IFITM2 KLF6 IL1A FGG LILRB1 MS4A1 IL15 CXCL9 PAX5 RUNX3 ENPEP BST2 TIMP1 CXCL14 NFKBIA IFITM3 MAD1L1 CD83 SAA1 TYROBP ORM1 CCL8 SFN DEFA5 IRF7 GCG FGF7 RAG1 DPP4 PTGER4 CXCL11 IL16 FYN IL24 GAS6 LAT CD59 CD101 EREG OSM LTA IL11 IFIT5 DNAJC3 BTG1 IL9 MGST3 FASLG BST1 CEBPE PSTPIP1 HLA-F AIRE AIM2 C8G MXD1 AGRP ERG CHRM3 THPO CCL1 EGR4 BATF BCAT1 CXCL5 F8 CD81 PYY SH2D1A OSMR GBX2 KLRA1P TNFSF14 SERPINF1 CXCL6 CCN2 DYRK3 MAP3K8 GSTA3 GPX1 BTG2 ENDOG SNN MODULE_76 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_76 CD14 AOC3 ANXA1 IL1R1 FN1 CCL3 AOX1 BCL6 FOS CXCL12 CCL2 CCL21 CXCR4 MGLL ABCF1 PTX3 CCL18 AGER S100A9 CX3CL1 CXCL2 ALOX5AP AIF1 CCR1 CYBB IL1B CXCL8 CXCL1 TLR2 ALOX5 CCL7 ALOX15 IL1RAP C5 CCL20 ADORA1 NFATC4 TIRAP C4B C3 CCL13 CD40 NMI CCL4 CXCL13 C3AR1 CCR5 TLR1 BDKRB2 FPR1 CCR2 PTAFR FPR2 ADORA2A TLR3 CXCR2 CCL17 CXCL10 CCL23 CCL11 CCL19 LY86 PTGS2 PLA2G7 AOAH IL1A CXCL9 CXCL14 SAA1 ORM1 CCL8 CXCL11 IL9 CXCL5 CXCL6 CEBPB LYZ TPST1 NFKB1 S100A12 LY75 MODULE_77 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_77 NDUFS2 NDUFA9 NDUFS6 NDUFB7 N6AMT1 NDUFB1 NDUFV2 NDUFV1 NDUFS3 NDUFS8 NDUFA4 NDUFS4 NDUFAB1 NDUFS5 NDUFA1 NDUFB3 NDUFB8 NDUFA2 NDUFB5 NDUFB10 NDUFA3 NDUFA7 NDUFA5 NDUFC1 UQCRB PRMT1 UQCRC1 UQCRC2 MODULE_78 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_78 AMT GATM GOT1 QDPR MTHFD1 CAD PTS GCH1 ALDH4A1 PAH ALDH6A1 HPD GSTZ1 ASS1 GOT2 OAT FAH GCSH ASPA GAMT MODULE_79 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_79 CD14 DAB2 MYLK PDGFRA VWF IL1R1 FN1 ITGB5 SRRM2 PDGFRB IER3 CD151 CCND2 LGMN CCN1 CXCL12 CCL2 TIMP2 PCDH9 S100A4 CCL21 TIMP3 MGLL CYP1B1 FADS1 THBS1 MMP1 GJB1 DLC1 CCL18 GBP1 MMP9 FCER1G CYP27A1 AIF1 CCR1 ITGB2 CYBB CCL5 LMO2 IL32 FCGR2A DAPK1 FCGR1A HLA-DOA IL2RB C3AR1 CXCR6 CCR5 FPR1 CCR2 SPARC CTSL MAPK12 TNFAIP6 CCL11 CCL14 FTH1 TBC1D8B EARS2 DES DCTN3 CDH13 MMP2 VCAM1 GNLY GZMK GBP2 IFITM1 IFITM2 CXCL9 TIMP1 IFITM3 TYROBP GAS6 FAP VIM IFI30 LAG3 CD63 GPX1 LYZ PLPP3 A2M CEBPD APOL3 CPM KCTD12 HBA2 CSF1R FTL BBS2 CTSB VMP1 TNFSF13 NXPH3 GATA6 ZNF347 SLC1A1 MODULE_80 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_80 PDGFRA PDGFRB DDR2 CYP1B1 NTRK2 EPHA2 TEK DOK1 CD8A PAX6 CD4 EDN2 EPHA4 FLT1 CD8B NRTN KIT BDKRB2 EPHB6 ROR1 EPHB1 EPHA7 MUSK PTPRG ERBB2 EPHB2 KDR INSR POU4F2 EPHB4 EPHB3 TSPAN2 MODULE_81 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_81 EIF4EBP1 EIF3I EIF3G EIF4A1 EIF4B EIF3F EIF1 BZW1 EIF3E EIF4H EIF4A2 EIF3H EIF3C EIF5A EIF4EBP2 EIF3D EIF4G2 EIF6 HSPB1 EIF4G1 MODULE_82 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_82 UBE2L6 UBE2M UBE4A UBE3C UBE2A UBE2N SUMO1 UBE2D2 UBE2V2 UBE2G1 UBE2D1 UBE2V1 UBE2D3 UBE2E1 UBE2H UBE2I UBE2K UBE2B UBE2S UBL4A CYB561D2 UBR5 TSG101 UBA2 MODULE_83 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_83 PLA2G2A GADD45G ADIPOR2 PSMC2 DDX3Y SATB1 EEF1A2 STMN1 SNRPB2 PNP PSMA4 SRSF2 STAU1 COX7B RAB11A SSBP1 SRP19 APRT SNRPF RAB5C CDC123 SEC13 EIF3I PSMA3 PSMB7 DAP3 IPO7 NAP1L1 RBMS1 NDUFB7 ECI1 KRT6A SDHB BLOC1S1 RBCK1 DNPH1 SRSF7 GTF2A2 GSN HSPA8 CBX6 RRP9 SRPRA TGIF1 IMPDH2 NDUFB1 NDUFV2 NDUFS4 ATP5ME ATP6V0E1 NDUFAB1 NDUFS5 NDUFA1 ATP5PO ATP5MC2 ACAA1 UQCRB EEF1G B2M HLA-C PSMD1 PSMD10 PSMB4 PSMD6 PSMD8 PSMA1 PSMA2 PSMB1 PSMB3 PSMB5 RPS29 RPS19 RPS20 RPS23 RPS4X RPS16 RPS13 RPS15 RPS24 RPS10 RPS17 RPS12 RPS4Y1 RPS25 RPS2 RPS27 RPS28 RPS15A RPS3 RPS18 RPSA RPS21 RPS8 RPL31 RBM4 HMGB1 SRSF11 RAN EEF1D RPLP1 SRP9 RPL19 NPM1 PCBP2 EIF3G SRSF6 EEF2 TRA2B RPLP0 EIF4A1 RPL17 KHDRBS1 EIF4B RPL6 CARS1 HNRNPA1 RPL9 PABPC1 EIF3F RPLP2 EIF1 HNRNPH2 SNRPE YBX1 EIF4A3 BZW1 RPL8 RPL29 RPL35 EEF1A1 NCL RPL18 RBM3 RPL7A EIF3E RPL27A RPL23A RPL12 SUB1 PCBP1 HNRNPH1 ELOC RPL15 SNRPG RPL21 RRAGA GNAS RPL18A RPL38 RPS11 EIF4H RPL7 SNRPD2 HNRNPR EEF1B2 TUBA3C RAP1B MSI1 RPL11 SSB EIF3H RPL3 ELOB RPL24 EIF3C EIF5A SMARCC1 POLR2G RPL32 SRP14 RPL37 RPL26 EIF3D RAB10 PLEKHF2 MYL12A ALDOA OAT ECH1 PRDX6 ACADM IDH1 ALDH9A1 COX5B COX7A2 MDH1 LDHA PKM COX7C COX6C UQCR11 COX6B1 KPNA2 PRDX1 SNRPB NME2 C1QBP UQCRH UQCRQ UQCRC2 COX6A1 PPA1 CD63 FAU HSPB1 RPL4 HINT1 TIPIN RPL13A SEC61B RPL28 NACA RPS5 RPL36AL RPL14 NDUFAF7 RPL23 CDC37 PPIB UBA52 RPL10A RPS3A RPS27A RPL10 RACK1 CIAO2A ARPC3 UBL5 YWHAG RPL34 RPS9 CNPY2 CCT3 ERP29 NSA2 ZFAND6 BCAP31 GNG10 ZNF525 PRELID1 DAD1 CAPNS1 RPL27 DYNLL1 GRHPR RPL13 MRPL33 IMP3 PHB2 HSBP1 RPL35A ZNHIT1 MTPN STRAP RPL36A MRPS18B VDAC1 SPG21 CANX FKBP2 NME4 PTMA MYL12B NDUFA13 DAP HIGD2A RNASEH2C PFDN5 SOD1 ATP5MPL RPS27L CHMP2A MAGT1 P4HB EIF3M CCT8 KPNA4 RPL39 RSL24D1 TMEM59 TPT1 ARHGDIA SEMG2 BTF3 SCAND1 MRPL21 EXOSC7 CDC40 TMSB4X LSM5 C9orf16 ATP5IF1 YME1L1 PIH1D1 CARD19 TIMMDC1 PFN1 TSPYL1 LBHD1 TMEM147 RAMAC RPL5 DNAJA1 TMED2 GLB1 UXT MRPL30 IER2 RETNLB CTNNA1 ATN1 XPO1 MOSPD1 WDR83 CDIPT PPP1CC SERP1 LDHB FKBP4 PRDX5 MODULE_84 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_84 SLC16A3 SYNE1 LMO4 IGHM TNFAIP3 CFD MYL9 MARF1 PLSCR1 CD14 TSPAN7 MDK TGFBR2 MTUS1 FCGRT COL6A3 IFI16 PCOLCE KRT19 ACTN1 GSTM1 ZYX GPNMB C1QB IGFBP2 AQP1 TGM2 PECAM1 DAB2 AEBP1 ENG ITPR1 SELENOP PDGFRA PER1 VWF COL6A2 COL4A1 PPP4R2 TBC1D2B ANXA1 RARRES2 IL1R1 ITGA6 CRIM1 SLPI MYH11 SRPX IGHG3 FN1 DHRS3 UBXN1 NAMPT GPX3 ACKR1 DUSP6 CCL3 SRRM2 BCL6 COL1A2 S100A11 CDKN1A IGFBP4 TGFBI SRGN FGFR1 EMP3 RAB31 MFAP2 IER3 TNFRSF13B CAV1 C7 IFIT1 F13A1 NECTIN2 CLEC2B COL6A1 COX7A1 IL6 ADIRF HSPG2 RNASE1 CCND2 LGMN SERPINE1 CLEC3B SMTN IGFBP3 GAS1 APOE RBP1 IFI27 PNRC1 ZBTB20 SNCG DBP CXCL12 CRYAB NUPR1 CCL2 JUNB CD302 CCND1 TIMP2 ORM2 ITM2A C1S SDC1 CHST15 TRIB2 PLEC TNXB DHRS2 CCL15 GFPT2 IFNGR1 ACD MAGI1 SLC6A2 ADAM19 MAN2B1 RGS1 RAMP2 MME NNMT HLA-DQB1 CRABP1 S100A4 DDIT4 LIPA CD37 CCL21 PTPRC RGL1 ITPR3 ADH1B DDX3Y PTP4A3 FABP4 ADM NGFR ACSL1 MX1 PLIN2 CXCR4 MAL EPB41L3 LAPTM5 SPP1 HLA-DMA S100A8 MGLL PTGDS HLA-DQA1 CYP1B1 CLDN5 APOD HSPA6 THRA ARHGDIG TNFRSF1B FADS1 UBE2L6 JCHAIN STMN1 ANPEP KRT18 GRN RAC2 CTSC CCNF GJB1 FST AP1M1 DNM2 ARHGDIB KRT4 UBE2D1 FGR LRRC32 CCL18 STAT1 NRGN SECTM1 IL4R GBP1 MMP9 ST6GALNAC4 IL7R C2 PPL VCAN GMFG MARCO LTBR S100A9 TAP1 SLA GLRX CD52 MRC1 PLAAT4 FCER1G TNFAIP2 CSF3R SERPINA1 ACP5 VSIG4 CYP27A1 GPSM3 MUC1 FCGR3A LILRB3 SLCO2B1 ALOX5AP AIF1 CD163 CCR1 TNFSF10 DEFA3 CD53 ITGB2 IL1RN IRF1 CYBB DPYD CHI3L2 CCL5 LMO2 MNDA IL32 ITGAM NKG7 FCN1 IL1B APOC1 CXCL8 CXCL1 CES1 LST1 ALPL TLR2 SFTPC IL2RG CORO1A CST7 TYMP HCK CAPG SELL S100P LAMP3 ALOX5 ICAM1 SLC7A7 NCF4 LYN HCLS1 LMO3 LGALS9 LCP2 FCGR2A LAIR1 LCP1 APOC4 CDH1 KRT15 TFF3 LTF BMP1 KRT14 SLC9A3R1 TNFRSF25 KRT5 CCL7 MAT1A TP63 CD79A CD6 TRIM29 PI3 CSTA ATP2A3 ST6GAL1 KCTD17 DGKA ACR MB DKK4 CD22 M6PR DVL1 ABCA1 SLC7A11 CD8A TBX1 TCL1A CD4 TNFRSF10D N4BP2L1 NR0B2 IKZF1 HTR4 EDA NRG2 SLC22A18AS TDO2 EXOSC2 CD86 FAM214B STAT4 CD72 CNTN6 SIX6 PIM2 IL1RAP LIF GCH1 UBD TNFAIP8 KIF21B CA4 CCHCR1 NCF2 SERPING1 CX3CR1 SCN2B PDE2A BAIAP3 NNAT FOXG1 TACC2 PDE4B ST3GAL5 EVI2A PSG7 POMZP3 CELF2 AC021066.1 CEP135 TCF7 CEACAM3 TNF ARHGEF6 IFI44L ISG15 LILRA4 SIT1 AMELX CHIT1 ITGA10 KCNA5 ODF1 ECE2 LRIT1 LOR KCND3 ATP4A CD5L ENTPD2 PRELID3A LRCH4 IKBKG WNT10B SEMA4D CD8B PFKFB3 CFP PLAU PSD4 TNFSF12 LSP1 RGS10 MPO DOCK2 PTPN7 CD69 GNA15 H2BC12 FKBP5 S1PR4 ICAM3 CREG1 EVI2B ITGB7 RNASE2 CLDN9 PTPRCAP PLEK TBXAS1 CCL4 KCNQ3 BASP1 KYNU HK3 FAM53B LILRA2 COMP CD3D IL27RA QPCT KDM5D APOC2 AQP9 PRF1 DNASE1L3 SDS ENPP1 SLC38A10 LTC4S PPBP RBM38 CD2 IL10RA LGALS3 B2M HLA-DRB5 LILRB2 FOLR2 IGSF6 OLR1 IL3RA ITGAL IL2RB C3AR1 HLA-DRA GPR65 TLR1 FPR1 HLA-A CD247 FPR2 HLA-C PTPRE CD27 MSI1 RHOH TAGLN ACTA2 LTB TNFAIP6 CCL11 CCL19 SPIB ARHGAP15 COPE IGKC TSC22D3 SELPLG SLC7A8 PLEKHO2 FCGR2B PLA2G7 CCDC9 NCF1C CYBA RNASE6 TRIM22 LAMA3 ISG20 BIRC3 LCK VCAM1 IFI35 IRF8 CD48 CPVL IFI44 FGL2 TRDD3 GNLY GZMA BCL2A1 CTSS NINJ1 CD300A MX2 AOAH GZMB SASH3 GZMK GBP2 LRMP CASP1 OLFML2B STX11 CADPS2 LILRB1 CXCL9 RUNX3 TYROBP IGFBP7 IFI30 SLC15A2 TPO TSPAN4 STOM LYZ A2M HBA2 CSF1R CYTH4 MS4A4A SPSB1 OLAH HLA-DPB1 FERMT3 DEFB104A PLEKHO1 HLA-DRB1 IGLJ3 VSIR SAMSN1 HLA-DPA1 MAFB MS4A7 GMEB1 SLAMF8 SLC40A1 GIMAP4 PLBD1 PLAC8 HLA-DRB3 ANKFY1 C1QC CD74 LAP3 NAPSA CXCL16 DEF6 TRPV2 CD209 MST1L SLC25A39 PARP12 SEMA4A RUBCNL TNFAIP8L2 CYSTM1 STK17B PARP14 ADAMTSL4 RAB3IL1 RABL6 MODULE_85 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_85 PDGFRA PDGFRB FGFR1 DDR2 PDGFRL IFNGR1 ROR2 LEPR EPHA2 IL4R TEK IL7R CSF3R F3 IL2RG FGFR4 CSF2RB IL13RA1 FGFR3 NRP1 EPHA4 FGFR2 EFNB3 MERTK BMPR1B IL10RA IL3RA IL2RB KIT EPHB6 ROR1 EFNA4 EPHB1 MST1R EPHA7 MUSK TIE1 CSF2RA AXL IL6R PTK7 ERBB4 MPL ROS1 ERBB2 EPHB2 ACVR2A KDR EPHB4 TGFBR1 RYK MODULE_86 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_86 RAB31 GEM GSPT1 RAB11A RAB5C RALA GBP1 RRAS HRAS TRIM23 RAB8A RAP1A EIF2S3 EIF5 GNL2 RAN ARF4 RRAGA RAP1B ARF5 RIT1 RAB10 RHOH RAB5A RALB RAB2A ARF6 RAB4B ARL4C MX2 RAB27A GNG10 RAP2A CDC42 ARL3 RHEB RAC1 KRAS ARF1 ARL1 RAB1A RAB29 RHOQ MODULE_87 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_87 RAB31 GEM RAB11A RAB5C RALA SCG5 TRIM23 RAB8A SEPTIN6 RAP1A PCK2 RAN EEF2 EEF1A1 ARF4 RRAGA GNAS RAP1B ARF5 TUBB4B RIT1 RHOH TUBA4A RAB5A SUCLG1 RALB GNA12 RAB2A RAB27A GNG10 RAP2A CDC42 ARL3 RHEB ARF1 ARL1 GNAI3 MTIF2 GNA13 EIF2B1 RAB33A NRAS OPA1 ARL2 MODULE_88 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_88 SLC16A4 FBXL7 IGHM CFD COL1A1 MYL9 GPC3 MARF1 CD14 TSPAN7 MDK RNASE4 ALDH1A1 FCGRT COL6A3 AMT PCOLCE DEPP1 KRT19 COL3A1 GATM COL5A2 ACTN1 GSTM1 ZYX GPNMB C1QB IGFBP2 VEGFA TM4SF1 AQP1 SLC2A3 PTGIS TGM2 CHGA PEG10 ENPP2 MYLK ITGA7 SGCE AEBP1 ENG SELENOP PDGFRA PER1 SELE CFH VWF COL6A2 PLA2G2A COL4A1 PPP4R2 TBC1D2B ALDH7A1 CITED2 AKR1C1 EFS RARRES2 IL1R1 GNG12 AR ITGA6 CAV2 FSTL3 CRIM1 ECM2 SLPI MYH11 SRPX IGHG3 FN1 DHRS3 UBXN1 LAMB2 ITGB5 GPX3 ACKR1 DUSP6 SFRP1 SRRM2 COL1A2 S100A11 CDKN1A IGFBP4 TGFBI SRGN GADD45G EGR1 FGFR1 EMP3 NFIL3 FAT1 RAB31 CCN5 MFAP2 IER3 TNFRSF13B TNFRSF10B CAV1 C7 IFIT1 CD151 FXYD1 STAB1 NECTIN2 CPE FOS COL6A1 TPM2 NCALD COX7A1 CFHR1 ADIRF HSPG2 RNASE1 CCND2 LGMN SERPINE1 EPHX1 CLEC3B SMTN G0S2 IGFBP3 GAS1 NR4A1 APOE RBP1 IFI27 PNRC1 IGFBP6 DLK1 ZBTB20 SNCG CCN1 DBP LDLR RHOB CRYAB NUPR1 SOD3 CCL2 MAOB JUNB CCND1 SMARCD3 P4HA1 ORM2 IGF1 PLAT ITM2A C1S SDC1 ABLIM1 PLEC TNXB LPCAT1 KCNMB1 SLC43A1 CDC42EP1 DHRS2 CCL15 TFAP2B GFPT2 WDR7 UGDH PEG3 EFNA2 SCP2 LDOC1 MAGI1 SLC6A2 ADAM19 GMPR BCAM L1CAM PLAAT3 SNAP25 RAMP2 MME NNMT PTN HLA-DQB1 SOX10 CRABP1 CYB5A GDF15 S100A4 RBP4 DDIT4 CADM1 CD37 CCL21 FADS2 PHLDA2 FKBP1B ADH1B GOT1 PTP4A3 LPL TNFRSF14 INSIG1 TIMP3 ADM CD24 IGF2 NGFR ABLIM3 ACSL1 ALDH1A3 PLIN2 MAL EPB41L3 ANK3 ADH1A LAPTM5 PCK1 TSPAN8 SPP1 ETS2 H2BC21 HLA-DMA DDC S100A8 MGLL MAOA FBLN2 SERPINA3 SST CLDN5 APOD HSPA6 ATP6V0A1 THRA ECHS1 CYB5R1 BLVRB ARHGDIG TNFRSF1B FADS1 DNAJB2 DTX4 MSMO1 UBE2L6 ERBB3 QDPR TLE2 RNF167 ATP9A CYP4B1 AQP7 KRT7 PTTG1 H4C3 NQO1 EPHA2 CKS2 UBE2C ANPEP KRT18 GRN PCLAF RAC2 CTSC CDC20 CCNF GJB1 FST EIF4EBP1 SEMA6C DLC1 PCBD1 COL2A1 DNM2 ITGA5 PLK3 ZKSCAN3 KRT4 RAC3 EPAS1 FBP1 LRRC32 NRGN PRB4 IL4R HMOX1 EPCAM ST6GALNAC4 IL7R C2 LCN2 PPL LTBR WFDC2 S100A9 HP GLRX DMBT1 ITGA3 FCER1G CSF3R SERPINA1 ACP5 PGC VSIG4 CYP27A1 GPSM3 MUC1 FOLR1 ABCA3 SLCO2B1 CD163 CCR1 TNFSF10 DEFA3 IL1RN HPGD AQP3 CHI3L2 LMO2 AGR2 IL32 APOC1 MSLN CES1 LST1 CLDN7 ALPL EFNA1 SFTPC IL2RG CORO1A CST7 KLHDC3 SCNN1A ADH1C CYP2B6 SLC7A7 PRR4 HPR FGFR4 LAIR1 TACSTD2 NEBL TSPAN1 ATP11A ALAS1 AKR1C3 APOC4 PROM1 CLDN4 CDH1 CNKSR1 TFF3 LTF CREB3L1 MSMB CLDN10 BMP1 KRT14 CFB PIP ZIC2 SLC9A3R1 RHOD KRT5 CCL7 MAT1A CRYM SOX9 DEFB1 PLPP2 CD79A FGFR3 CD6 TRIM29 AZGP1 TRPM2 CYP2F1 KLK11 FCGBP GPX2 ATP2A3 PRSS8 ST6GAL1 KCNN4 HOXB2 EGFR PTPRN2 DSP MUC5B KCTD17 CLDN3 HSPA2 ARFIP2 CHRNB1 NME3 ACR MYH2 ALAS2 DDT DKK4 ECI1 DHRS1 STK39 HMGCS2 FZR1 GNE AANAT TRIM16 FAM107A AQP5 KCNQ1 TBXT ASIP AGXT DVL1 SLC4A1 ABCA1 SLC7A11 AHSG NAT8 MEF2C TBX1 PAX6 ARFGAP3 TCL1A H3C6 GNG7 ITIH1 REG1B DPYSL4 N4BP2L1 NR0B2 HTR4 EDA NRG2 CYP2A7 SRPK3 SHBG SLC22A18AS FMO5 TDO2 CYP2E1 LEFTY1 TBR1 CELA2B NTNG1 PGAM2 GREM1 KIAA0586 FAM214B BARX2 RBMXL2 SMAGP SLC17A3 PRG2 SIX6 CASP2 ARL4A PIM2 ITIH4 ETFB GC SERPINA6 FGB SORD PEPD APOH AMBP TM4SF4 LIF AGT OCLN APOB ALB GCH1 GCHFR IQGAP2 ALDH4A1 APOA1 F2 HPN PAH FXYD2 C5 ITIH2 TMEM97 ASGR2 KIF21B VTN ABCC6 ASGR1 TRAPPC6A CA4 TBX5 CCHCR1 CFI C4BPB C8A C4BPA C6 TM7SF2 APLP1 CA12 VGF DTNB SLC17A7 PDE2A STX1A GLRB RIMS2 NNAT NECAB3 FGFR2 APBB1 PTPRN PSD SV2A GALR3 SORBS2 PHYHIP PRSS2 GPRC5B SCG5 ABAT PLCH2 CA2 TACC2 SCAMP5 PAX4 TRPC4AP ELAVL2 CDH4 MT1G TIMM17B PALM MTHFR FAT2 STOML1 FOXO4 PTPRO UBL3 SLC1A6 ELAC2 CFAP410 RBMS3 SCO2 MYRF SSTR2 FEV LGR5 PSG7 NEURL1 CDK18 AC021066.1 EXD2 ACSL6 CEP135 GRIK5 RND1 AAK1 RHBDL1 BRD4 BSN KRT31 TCF7 CEACAM3 CDH16 GPA33 HAP1 ELN REG1A ISG15 FBN2 HMOX2 SLC4A4 DRD3 SLC6A11 SLC29A2 ITGA2B STARD5 RIBC2 AMELX HSPBP1 ALDOB ITGA10 KCNA5 PFKFB2 PROC ODF1 CD33 ZBED4 ECE2 PRSS16 LRIT1 CLCNKA LBP PDE4C KCND3 SERPINA4 ATP4A CTSG SLC22A6 IVD GTSE1 ETV3 SEZ6L IVL ENTPD2 CHST3 TRIM15 GYPB UCN ESR1 FLT1 PRELID3A TNFRSF10C TMSB4Y SYNGR4 RECQL5 XDH HSD11B2 TM4SF5 EPOR CCKAR GATA1 BMP10 LYPD3 SLC7A4 LRCH4 DPH2 IKBKG WNT10B PAX7 GPR3 MYOG YPEL1 LY6G6C HRG FMO4 DNASE1 UGT2B15 TBCD CDK5R1 NRTN PFKFB3 ALDH1L1 CFP BDH1 PLAU C8B PSD4 LSP1 RGS10 MPO H2BC12 S1PR4 GATA2 RNASE2 CLDN9 PTPRCAP TYR KCNQ3 AQP8 ATF5 RRP9 LRP3 CYP4F12 CRYAA SBNO2 NFKBIB CRYZ PRSS3 QPCT TFAP2A INHBC DLEC1 PHYH AADAC SERPINA5 NFKBIL1 GSTT1 PTH1R ALDH3A2 RGN GSTA2 ABCC3 HYI PAEP CYP2C19 GRK1 FMO3 SERPIND1 HYAL1 F12 GLYAT LCAT UGT2B7 CYP2C8 DNAH3 KNG1 APOC2 CP APCS LGALS4 COL18A1 AQP9 CYP2J2 HAAO COL7A1 REN SLC37A4 PRF1 HSD17B6 HOMER2 APOL1 FABP1 DIO1 ITIH3 SHMT1 CPS1 TFR2 NAAA FCN2 PCK2 HPD MST1 SPP2 CPN2 FETUB FGA CYP4A11 FURIN GPT LECT2 HGD TRIB1 SLC22A1 CBS DNASE1L3 HCN3 SDS FGL1 HSD11B1 SERPINF2 SLC10A1 DAO AKR7A3 F10 ARG1 CPB2 EPHX2 TULP1 ACOX2 GNMT IGFBP1 PON3 SERPINC1 PLG ECM1 APOM ENPP1 JAK3 SLC38A10 AK4 ALDH1B1 BCKDK LTC4S SYNPO2L APEX2 IHH CYP3A7 IGSF1 PPBP RBM38 SMOX RNASE3 DRD2 XK HBZ HBD COL9A1 APOA4 BBOX1 MPPED1 HBEGF FPR2 UNC13B CRLF1 CHRNB4 GRM2 LY6D PDZK1IP1 TCN2 TNNT3 GSTM5 SCNN1B AMY2B CST1 SLC7A8 MMP2 PLEKHO2 AOC1 HSD17B1 PLCB2 PNOC LCE2B GPR17 ADRA2C NCF1C UMOD ENPEP GCG DPP4 TGM4 AMELY NR2E3 SPINK1 GALNS HOXB1 PIGO CEL PHLDA1 CLDN8 AMACR GAS8 WWC1 RCVRN RAMP1 XPNPEP2 HNF1B TNFRSF6B CDR2L MODULE_89 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_89 H2BC21 H2AX CENPA RBMXL2 H2BC12 H2AC6 H1-2 H2BC13 H2BC11 H2AZ1 H2AC8 H2AC18 H1-0 H1-6 MODULE_90 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_90 H2BC21 H2AX CHAF1A CENPA NAP1L3 H2BC12 H2AC6 H1-2 H2BC13 H2BC11 H2AZ1 CHAF1B H2AC8 H2AC18 H1-0 H1-6 H1-1 MODULE_91 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_91 PSMC2 PSMA4 PSMD4 PSMD14 PSMC6 PSMC4 PSMA3 PSMB7 PSMD7 UBE2D2 UBE2D3 PSMD1 PSMD10 PSMB4 PSMD6 PSMD8 PSMA1 PSMA2 PSMB1 PSME1 PSMD12 PSMB3 PSMB2 PSMC1 PSMD9 PSMC5 PSMA6 PSMB5 PSMD3 PSMA5 PSMD2 PSMD11 PSMA7 PSMD13 H2AZ1 PSME2 PSMB6 MODULE_92 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_92 MDK ZYX LTBP2 AR GJA1 NAMPT CCL3 FAT1 CCN5 IL6 CXCL12 CCL2 CCL15 NCAM1 SNAP25 SCG2 CCL21 NPY ADM ACSL1 CSF3 SST GRB10 NQO1 GRN GJB1 PDGFA CCL18 TEK S100A9 CX3CL1 PGC CCR1 TNFSF10 IL1B CXCL8 EFNA1 CEACAM6 TFF3 CCL7 TFF1 CHRNB1 TGFB3 ASIP STATH NRG2 LIF AGT AREG CCL20 ADORA1 NRP1 EDN2 C1QA CARTPT SNPH STX1A BAIAP3 PCSK1 PRSS2 PENK FGF9 EFNB3 NEO1 ISG15 CHRNE CCL13 IL18 CCL4 ADRA1D NMU MERTK IL3 FABP1 FURIN TFF2 PCDH1 CXCL13 LILRB2 VIPR1 ADRA2B CCR5 CHRNB4 ADORA2A CCL17 LTB CXCL10 NOS1 NGF CCL23 STC1 CCL11 XCL1 AMY2B FABP2 EDN1 CGA CGB3 LHB TFAP2C TGFA IL1A IL15 CXCL9 ENPEP BST2 CXCL14 CCL8 FGF7 EREG OSM IL11 IL9 FASLG CXCL5 VIP CXCL6 GRAP2 INHBA CTSE GJB2 TSHB SLC6A4 EDN3 S100A6 BMP2 PTGIR SCTR DLGAP1 CALCA STC2 TRH FGFBP1 AKR1C2 WNT5A EFNB2 SEMA3B PPY GLUL CRB1 WNT3A ARL4D FGF11 WNT4 FGF4 INSL4 TNFSF9 CCL22 LALBA MODULE_93 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_93 ALDH1A1 AOC3 PTGIS ALDH7A1 AKR1C1 DHRS3 GPX3 AOX1 COX7A1 QSOX1 MAOB ABLIM1 DHRS2 UGDH FADS2 ALDH1A3 ADH1A MAOA CYP1B1 BLVRB FADS1 MSMO1 QDPR CYP4B1 NQO1 COX7B MTHFD1 NDUFS2 NDUFS6 HSD17B10 GLRX CYP27A1 HPGD DPYD ALOX5 ADH1C CYP2B6 NDUFB7 AKR1C3 CH25H ALOX15 GPX2 ALDH3A1 ADH7 CYP1A1 MB ALDH3B1 FMO5 TDO2 ETFB PDIA4 GC SORD ALB ALDH4A1 SC5D PAH DECR1 ETFA TXNDC12 NCF2 CBR1 BCKDHA HMOX2 IVD XDH FMO4 ALDH1L1 MPO TBXAS1 PYCR1 CRYZ PHYH HSD17B4 ALDH3A2 ALDH6A1 IMPDH2 NDUFB1 NDUFV2 NDUFV1 NDUFS3 NDUFS8 NDUFA4 NDUFS4 NDUFAB1 NDUFA1 NDUFB3 NDUFB8 NDUFA2 CYP2C19 FMO3 CYP2C8 CP CYP2J2 HAAO HSD17B6 DIO1 HPD CYP4A11 HSD11B1 DAO AKR7A3 ACOX2 GSTZ1 CYP3A4 ACOX1 CYP3A7 ACADSB UQCRB BBOX1 HNMT AOC1 ADH4 ACADVL GLUD1 ALDH5A1 IDH2 PRDX6 HADHB ACADM IDH1 AKR7A2 ALDH9A1 COX5B EHHADH CYP26A1 COX7A2 MDH1 NCF1C LDHA CAT IDH3B COX7C COX6C CYP11B2 NQO2 CYCS UQCRFS1 ACADL CYBA SDHC DHCR24 CYB5R3 UQCR11 CYC1 COX6B1 TXN2 MGST3 PLOD1 PRDX4 PRDX1 UQCRC1 UQCRC2 SDHD COX6A1 GPX1 ERP29 SOD1 P4HB AKR1C2 GPX4 PBLD TTR BCKDHB HADHA COMT SRD5A2 AKR1A1 FASN GSTO1 PDIA3 SELENOW CYP3A5 PAM TP53I3 CDO1 ALOX15B PLOD3 AKR1B1 SPR SIVA1 HSD17B7 MODULE_94 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_94 RGS2 EGR3 GATM COL5A2 CHGA JUN ENPP2 TYRO3 SELENOP PDGFRA SELE EPS8 IL1R1 GNG12 DDX42 IER3 CAV1 TGFBR3 IGFBP3 ATF3 DLK1 NR4A2 MAOB SMARCD3 IGF1 NDN HES1 CHPF PTPN13 DUSP2 PDLIM7 SCG2 CCL21 CHL1 FABP4 PDLIM4 CDH5 ADM ADH1A GAP43 STMN2 BCAS1 ITGB4 PCBP4 ME1 KRT18 RCC1 PROCR STEAP1 DLC1 COL2A1 PSMG1 TARBP2 SCGB1A1 HMOX1 AQP4 WFDC2 ACP5 ABCA3 HOPX KLHDC3 TFF3 KRT14 CH25H ALOX15 TRPM2 TFF1 TCN1 DDT FUT6 ELL2 KCNQ1 AGXT CSTF2 VAV2 CAPN3 PTH2R AKAP7 REG1B RRH EDA FKBP6 RASL10A ALPI SLC22A18AS PDCD1 SIX6 FARP2 HOXB7 PUM3 SLC11A2 CDX1 TBX5 C4BPB C1R CR2 C6 APLP1 SERPINI1 CACNG3 COL9A2 PCP4 B4GAT1 LY6H RIMS3 CHN2 CCK APBB1 GRIN1 PRSS2 AMPH GPRC5B PLCH2 CABP1 ARNT2 CNTNAP2 TRPC4AP SNCB SPOCK1 TIMM17B PTPRO FGF9 PARD6A ELAC2 MXD4 KYAT1 RBMS3 SCO2 EVI2A ITPKA CELF2 RUNX1T1 RND1 CDH22 STAT2 GABRG2 RAB11B ADARB1 GDPD5 LHX2 ELN C1orf61 LILRA4 HSPBP1 CD1C NPAS1 MYOG ICAM3 ITGB7 RNASE2 KCNQ3 AQP8 ADRA1D RRP9 CCNE1 SBNO2 GPR183 NFKBIB GART IL27RA H2BC11 DUSP4 GCLM CCN3 MAMLD1 DAPK1 CYP2C19 IL3 HYAL1 F12 AQP9 CYP2J2 COL7A1 APOL1 SDS HSD11B1 EPHX2 GCGR GSTZ1 PMVK CLEC10A PCYT2 ATP2B4 PCDH1 ACACB HBZ ACSL4 MOK SH2B2 RBFOX2 MAP3K13 CXCL13 IGSF6 HLA-DOA CHRNB3 KIT GLRA1 ROR1 IL15RA EFNA4 EPHB1 PTPRE CILP RYR1 OPRK1 VDR GRIK1 SELP ROS1 EFEMP2 GRIK2 DRD4 EPHB2 KLRC2 PSMD13 RAPSN KIAA0040 ASPH PMEL HBB SPRR1B CCL17 RXRG CXCL10 GLI1 TNNT3 BIK FYB1 TEAD4 RUNX1 KRTAP5-9 MYL4 NKX3-1 SLC27A2 TEP1 GUCA2B CDKN1B DYNC2LI1 AGA ZNF646 TP53TG1 MTMR11 ACVR2A SYMPK NUP58 GREB1 DHODH AOC1 CGB3 LHB ALDH3B2 RAB4B ARL4C PLA2G7 PNOC RECQL4 OVOL2 MYOM1 IRF8 CD48 BCL2A1 AOAH SKAP1 KLRC3 RASGRP1 UMOD DEFA5 CTSE KDELR3 KLHL25 HOXB13 NELL1 GPKOW RAI14 ITGA2 AMELY NR2E3 SPINK1 HNF1B TMEM159 KCNC3 PRLR PRKCQ ATP7B THBS4 SEPTIN5 INSM1 ARMCX2 PCDHA9 PPP2R3A LAMB3 PFKL ABHD2 TPST1 TRH FGFBP1 MT1L CDON CHI3L1 PLEKHA6 ICA1 GALNT10 QPRT SLC49A3 PITX1 ZNF324 ECD NKX2-8 CPLX2 PPFIBP1 DIO2 VLDLR ARHGAP32 POLR1C RAB40B OLFM4 PEX14 ANAPC15 APBA1 B3GALT4 CDC42EP2 RNF40 HMGB3 TTLL1 MMP10 SARDH F2RL1 RFX2 SLC25A16 CRELD1 SH2D2A KCNJ10 ABCC4 CDT1 ARHGAP8 SOCS2 TOM1L1 KEAP1 GPR20 EML2 NET1 PEX5 CARD8 ARHGEF11 EXPH5 SETD2 PSEN2 BTNL3 NR2F6 ZNF24 URB2 ABCF3 TYRP1 PEMT PACSIN2 ENTPD3 SETD4 HRC TLE4 MFGE8 ACY1 PLS1 S100A1 CTSO INPP4A MAP2K5 AP3S2 ZNF516 ARHGEF5 GNL1 EGR2 AGAP1 MODULE_95 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_95 EMP2 ACTN1 PER1 LUM VWF DHRS3 EGR1 NECTIN2 SERPINE1 HSPB2 VAMP5 STAR DDIT4 CHL1 TSPAN8 BCAS1 NTRK2 USP6 H4C3 UBE2C TMEM106C MAPRE1 EIF4EBP1 SEMA6C SLC39A7 SRP54 STK25 UBE2E1 TYMP SFTPD RBMS1 CREB3L1 PSCA SERPINB5 FOXJ1 KLK11 MYL2 TBXT NRXN1 AHSG NAT8 PHKG1 REG1B SRPK3 CYP2E1 TTC22 CD72 VIL1 FXYD2 TMED5 AQP2 AKT1 PLXDC2 FBXL5 RHOT1 PLA2G12B PABPC3 ARSB GRB2 EGF RBM17 ZNF214 DMWD CDX1 CELA3A NOTCH1 ASAP3 RFX7 LRRC37A ICMT ZNF211 ANKRD26 DENND3 CNBD2 VPS45 SYN1 NTRK3 CD99L2 TNNT1 FAM234B PRRG3 TRAPPC6A TBL3 CA4 KCNA4 HAS2 KIF3B AC004151.1 SNX8 MRPS31 PLCD1 KCNJ4 TOX4 MAPK9 HTR2B IRF4 GSN ADORA1 TXNDC12 MAP1A NRP1 CDC14A AK1 TCL6 SOX1 GPC5 ORC6 NFATC4 ZNF408 TBX5 ETAA1 METTL16 GIT2 FSTL4 TMA7 TMEM40 TIRAP SCAPER N6AMT1 TEX14 CCHCR1 EDN2 ZNF195 HOOK1 HRAS DDA1 TERT BCAP29 DDX39B FEZ2 ZNF175 FAM189A2 CECR2 GLT8D2 TMEM231 TTI1 POPDC2 IL33 DNAJC10 TINCR DNAJC28 ZNF79 NCF2 OPHN1 SYNGAP1 TMEM30A PHYHIP PRKACB CELSR3 BICD1 INPP1 BSN RGS16 HTRA2 CD5L GYPB DSG1 P2RX7 WNT10B LY6G6C FMO4 IFT140 STXBP1 ESPL1 MXRA8 TP53 NDC80 H1-2 RBM42 HIC2 NDUFA2 CCS SPP2 FETUB DAO AKR7A3 TULP1 BHMT SYNPO2L BAAT NXPH4 BBOX1 GALNT13 SIPA1L2 DLGAP2 SEZ6L2 EPB41L4A FOXF2 ARHGEF25 ARMCX5 LINC01549 ERO1B DOP1B STRA6 PPDPF GIMAP5 CLDN14 EEF1G BMPR1B SLC7A9 OR2I1P SLC7A10 LILRA1 GPR182 FPR2 PTPRR P2RX3 HCRTR2 PLA2R1 P2RY6 GRIK2 RPS2 SLCO1A2 SLC26A3 CIRBP EIF3H DSG2 PSG6 ART3 TGM3 BORCS8-MEF2B CPA1 MKI67 ZNF821 WDR46 BPIFA1 SIAH1 TBC1D8B ZCCHC4 C21orf62 CPNE1 EFCC1 BEND5 HPCAL1 NCF1C FCMR STX11 SKAP2 FMNL1 IFFO1 IL1A PALLD THSD7A SLC25A28 NLRX1 PERP HIF3A ZNF365 TCIM TXNIP SPO11 GCM2 GNGT2 TLL2 GTF3C4 LINC00839 ADAMTS5 XKR4 SYT4 RGS8 COBL WDR75 OTX2 PCDHB15 ADAMTSL1 ACE2 SLC22A2 INVS KLK4 BSCL2 KLHL3 COL20A1 NUSAP1 SPDEF SPACA9 ANKZF1 ADPRHL1 ZNF777 C8orf34 GPRC5C MUCL1 CAPNS2 DPM3 SMPD2 ACYP2 EMSY KLHL25 NOX4 DIS3 GPR35 OTOF GRP HCG4 NLRP12 AJAP1 ZNF462 OAS3 MCPH1 PGLYRP4 FASTKD1 STX1B PIMREG MED15 TMEM200A LRRC8D CDKN2B PPFIA2 C22orf31 SOHLH2 SGSH CPA6 PRSS3 MYBPH FAM199X CPED1 ROBO4 FAM135B PDE5A ERMN BEST3 ASB12 DMXL2 TRPA1 TAFA5 RBM15 SNURF ITIH5 TOX2 ICOS GPC4 PBK GALNT15 KCNV1 S1PR5 SLC22A8 GRIP2 PURG CELA2A GTF3C1 ANO3 EPS8L3 PPP1R13B CSMD3 C11orf74 TSHB DDN PLPPR4 ITLN2 TOR2A SLC52A1 AKAP4 LAMTOR5 POLE2 PGAP3 ADARB2 ZNF343 MEGF11 PCNP HMGA1 NXPE4 TMCC3 KIAA1841 APOBEC1 FAM83D ZNF333 TMC5 MS4A5 SAMHD1 DPF3 CABP5 PRDM10 PAX2 HOXB8 KRT10 TPK1 PPAT ZBTB25 RHO WDR60 RGS14 HOXB13 INMT NFATC2IP MYT1L TDRKH ADAMTS10 BTC SH3TC1 C11orf80 PGS1 CRYGA DUSP27 CYP39A1 MCF2L KCNMB3 MYO15A KMT5C RAB27A TTN HMBS GABRA2 BPESC1 MRGBP REM2 PRR5L KIAA1324 ALKBH3 DRC7 THAP10 SLC66A1L SPZ1 POF1B RP2 ANKRD27 FLNC CCL26 KLHL32 CCDC65 RIPK4 RAD21 UPB1 OSTC FDX2 TAF4B DSCAM KLRG1 KCNS2 ACBD6 CNDP1 ADAT3 PSD2 SCGB3A2 STK32B RAB7B BTBD8 BCAS4 SLC35A5 RTTN ADAMTS12 STK38L CACNB4 C2CD3 HDAC9 NXT2 GPN2 SAG CTPS2 ATP2B3 TOMM22 TGM4 RETREG2 SPRTN TDRD7 SH3RF1 SPINK1 XPNPEP2 FBXO5 KCNJ11 SLC15A2 GRB14 H2AC8 STC2 CRB1 WNT4 CDO1 CASR TGM7 IL17B TLR7 MRPL50 PLXNA1 NPC1L1 ADAM6 PCA3 C4orf17 URB1-AS1 FKTN NALCN KIAA0319 DGCR5 MCOLN3 RIPPLY1 SLITRK5 DYDC2 CLEC3A NPVF FAHD1 SHISA3 POLR3B SERGEF DNAJC30 DGKI PRKAG3 ST6GALNAC1 HCRTR1 IBSP DNMT3B SAGE1 SUSD4 RASL12 CDH10 SLC2A9 SNX10 ADAMTS7 TENT5B MYO16 TXNDC5 TCTN1 MPP4 CAPZA2 BORCS6 ATP10D OR51E2 R3HDM2 UPF3B RANBP3 DLX3 CFAP61 BLOC1S6 AVIL EYA1 MYO3A VAMP8 PCDHGB6 TMEM45A CHFR DOCK1 COL4A4 FGF5 TLX1 SAYSD1 PELI2 SEMG1 MYO15B RAB3C DNAJC22 VWA1 SLC6A16 ZDBF2 NOS2 SRXN1 ZNF649 RAD51AP1 KCNB1 TLX2 KCNH3 ANO10 MYCN PEX11B P2RY1 SLURP1 RBM23 SEMA6B UST PLAAT5 MAPK15 CACNG4 GABRA6 PFAS MODULE_96 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_96 CLEC2B CLEC3B GFPT2 MRC1 FCN1 SELL LGALS9 SFTPD CD22 REG1B CD72 PRG2 ASGR2 ASGR1 NCAN CHIT1 CD69 APCS LGALS4 FCN2 GCKR CLEC10A LGALS3 THBD KLRK1 OLR1 FCER2 SELP ADGRL2 CLC KLRC3 LGALS1 CLEC3A LGALS2 SFTPA1 FCN3 SIGLEC5 MODULE_97 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_97 PKD1 KLF10 LIPA ALCAM DMD NUP205 SEC24C CREBZF PMAIP1 GTPBP1 ZHX2 RBBP6 NFYA PIBF1 MED14 KLRA1P FYTTD1 WDR75 NOX4 SH3TC1 MIOS LBR DBF4 MDM2 SGCD SCYL2 PRKCI HLA-DRB3 NRAS OPA1 INTS7 NMD3 AGO2 TAGAP TAF1D C1orf159 THOC7 WSB1 DHX15 PTPN11 G3BP2 SNRNP200 STARD4 NSUN2 CD164 DDX49 APOA2 PPTC7 EAF1 STK4 AEN FEM1A ARL8B PELI1 HOXA7 CRIP2 CRKL KLHL15 ANKRD20A1 BNIP3 EIF2AK3 KBTBD8 PPP4R3B RLF TACC1 AKR1D1 SBNO1 SEC16A NFATC1 GLCCI1 STK10 PUM2 DNAJC5B BET1L DNAJA3 UBR7 RNGTT SLC25A22 RAB8B C2CD5 USP25 PIP5K1A MUS81 SMC5 VPS35L DCLRE1C SP1 BRAF TUG1 PTGDR2 SH3BGRL PARP16 NCOR1 PURA A1CF WNK1 SUDS3 DNA2 MODULE_98 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_98 KRT19 JUN PER1 MYC CITED2 CDKN1A EGR1 SOX4 FOS CCND2 JUNB CALU MSX1 GADD45A SATB1 H2BC21 TLE1 PCBP4 ZIC1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 PIR H2AX CCNB2 PSMA4 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 MAD2L1 POLD2 CDK1 RCC1 FOXM1 CSE1L ILF3 TOP2A CBX1 CCNA2 CENPA PCNA MCM3 MCM6 SRSF2 UNG SNRPC ELF4 CCND3 TNPO1 LSM1 CDK2 HSF1 HNRNPA0 PSMC6 TFDP1 RPA1 COPS2 DNMT1 PSMC4 MBD4 EWSR1 PSMB7 APEX1 IPO7 RBBP7 NAP1L1 PPP4C DHX9 UBE2A SUMO1 STAT1 LMO2 MNDA MAPKAPK3 SOX9 DUSP5 DSP CSTF2 ZBTB24 PAX6 HSF2 CSNK2A1 POLA1 ARID3A CSTF3 ERCC8 CENPF RFC4 E2F3 CSRP2 WEE1 RPA3 CDKN2A DDX17 HAT1 SLBP PRKDC MSH2 NUP153 BMI1 RBBP4 NUTF2 CEBPG CTCF SRSF7 POLR2K GTF2A2 AKT1 ZNF211 TOX4 NFATC4 ZNF195 MAP2 FOXG1 NOVA1 KMT2A KHDRBS3 POLR2J MAP7 ZBTB18 RNF144A BCL9 AP3M2 LHX2 BUD23 NPAS1 POU4F1 RAD51D CDKN2C E2F1 FOSL1 PPP2R5D PPM1D FANCG ESPL1 RPA2 ORC1 H2BC12 FKBP5 HMGN4 TCF12 DYRK1A VAMP7 TIAF1 SFPQ MTA1 PRIM1 RAD54L NDC80 SNRPA1 CCNE1 NCBP2 RBBP8 BLMH ZNF117 CDC45 H1-2 KIF2C EZH2 GNL2 CIAO1 SNW1 RFC3 TFAP2A COPS8 RCAN1 TGIF1 VPS72 DRD2 PSMD10 PSMD8 PSMA2 PSMD12 PSMB5 PSMA5 PSMD2 PSMA7 HMGB1 SRSF11 RAN SRSF6 TRA2B HNRNPH2 SNRPE YBX1 PCBP1 SNRPG HNRNPR XRCC5 HNRNPA2B1 FUS SSB HNRNPC ILF2 ACTL6A HNRNPF SNRPA ARF5 SMARCC1 SRSF10 RAD23A YBX3 CBX4 SLU7 RNMT HNRNPA3P1 FBL SNRPD1 NUP42 CHD4 BLM CCNA1 RFC2 ATF2 KHSRP LIG1 ADNP2 TSN CENPC ZNF646 ORC5 GTF2B NFYA BARD1 SRSF3 GTF2H1 NUP88 CEBPZ NME1 FOXD1 LRP8 RECQL4 KLF6 RUNX3 HIF1A SPDEF POLE2 ZBTB25 RAD21 NCAPD2 KNTC1 TOPBP1 CDC7 HMGB2 NEK2 KIF23 CENPE RAD51 BUB1 CDC25C CCNE2 CHEK1 H2AZ1 CHAF1B RFC5 POLD1 SMC2 PHLDA1 HDAC2 HDAC1 NME2 INSM1 KRT17 KRT6B RNF4 KATNB1 PTMA SCAND1 ATN1 H2AC18 EGR2 DGKI TLX2 MYCN XRCC3 DEK GTF2F2 ZNF146 ASAP2 TAF7 MAZ DLX5 HLTF DDX5 TAF4 MLH1 TAF6 COIL CBX5 SRSF1 STK38 MAFG DCK ZFP36L1 MAPK14 NUP107 GTF2I PRIM2 NASP DR1 RAD51C ZNF217 PRPF4B MPHOSPH6 MEIS1 PNN MYT1 SSRP1 NELFE CDK7 MLF1 NEK4 ANP32A DDX23 TAF11 ZNF43 CCNO SRPK2 GFI1 ZNF124 PRPF8 NAP1L4 STAMBP THOC1 POLR2F TBP BRD2 POLR2D ATF4 SAP30 RFC1 ADAR KPNB1 RFX5 LIG4 SAFB CMPK1 SETDB1 CDC5L NRF1 PTTG1IP TENT4A ACTR1A CLK2 HR TAF5 CCNT1 GTF3C2 SON ZNF85 CBFB POP7 HOXA13 PMS1 MLLT3 ACTR1B ETV1 ZFX EMG1 APLP2 KMT2D GTF2E1 POLE KIF22 ZNF136 ZNF133 TULP3 VHL PRRX2 FOXD2 PPP1R8 NR2F2 YY1 NUDT21 FXR2 GLI3 SUPT4H1 SMAD1 AGFG1 H1-10 YEATS4 SMAD5 SEC23B CPSF6 KPNA1 TPR ERCC3 PIN1 HMGN1 MODULE_99 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_99 SLC16A4 FILIP1L FBXL7 RNASE4 CFH COL4A1 FSTL3 MYH11 THBS2 FN1 SFRP1 CCN5 PDLIM3 COX7A1 CFHR1 EPHX1 SNCG FHL2 PDGFRL TNC IGF1 LOXL1 NCAM1 SV2B ADH1B IGF2 ABLIM3 PCK1 NEFL LEPR LAMA4 MARCO AQP4 HP CYP27A1 LAMP3 CYP2B6 KLF5 SERPINB3 COL9A3 PLPP2 CHKA ARSB ADORA1 NRP1 GPC5 EPN2 CKMT1B EPHA4 FGFR2 MEIS2 APBB1 GPRC5B WASF3 FZD7 TRIM9 SLC1A3 LZTS3 NAP1L3 COL11A1 UGT8 NRG1 FGF6 COMP GULP1 PAPSS2 GH2 FETUB SLC22A1 SLC10A1 SLC22A18 KCND1 BBOX1 BMPR1B GHRHR GPR39 KIR3DL1 CHRNA2 PRPH2 PTPRS CCR5 CCR9 KIR2DL4 PRSS12 PTAFR RARB EFNA4 GABRG3 FCER2 MS4A2 PPARA CNTFR CRLF1 FZD9 LPAR1 EPHA7 LIFR TMPRSS15 OPRM1 ERBB4 PLA2R1 GLRA3 PRKCA CHRNA3 CXCR2 ERBB2 TNFRSF8 IL12RB1 SLC26A3 MSI1 ETS1 ID4 MAPK12 HNF1A RIN1 AKAP6 CCDC106 STC1 XCL1 NR2E1 GJC2 CTSZ SOX21 MMP14 PRDM1 SLC7A8 CGA ASL MAD1L1 CCL8 FGF7 CD101 IL11 IL9 FASLG CEBPE PSTPIP1 AIRE C8G AGRP CCL1 PYY GBX2 TNFSF14 AFP HTN3 EML1 KCNK2 ZNF365 C22orf31 GPC4 CRYGA CACNB4 KCNA1 POU4F2 RAPGEF1 ELOVL6 RAMP1 KCNA3 CLCN2 KCNE1 CLCNKB GFRA1 KCNB2 KCNC4 BTN1A1 RGS13 SLC6A1 SLC6A3 MEP1A GRB14 OXT GAST ADAMDEC1 PDYN SLC18A2 PFKFB1 GUCY1A2 ADCY8 LAMA2 STRN ENDOG SNN H1-1 WNT5A ARL4D INSL4 CCL22 LALBA ALOX15B IBSP TLX1 SEMG1 KCNB1 LGALS2 ETV1 FOXD2 GLI3 TGM5 MMP13 SERPINB7 BFSP2 MAGEB2 CADM4 DNASE1L2 F11 CROCC CAMK1G REM1 NAT2 BCHE ADAMTS2 LYPD1 CLGN TULP2 S100G C14orf132 CLEC4M CRHBP TRPC6 IFNA21 CTNNA2 SCRG1 MYH8 CTSV UGT2B10 TGM1 KCNS1 ARSG SSPN TBX6 PPP1R2C RPL39L FSCN2 GBA CA6 GLS2 TCP10 AGTR2 ZFHX2 HSPA1B ABCB6 FER ATP1A2 FZD1 PLA2G6 EMX2 USH2A HSD17B2 SYN3 B4GALT5 PDE9A SLC30A4 CASK ADTRP SCGB2A1 OVOL1 VIPR2 ABAT MSH4 RFPL1 NEUROD1 CLCA2 F5 KRT76 FUT5 OMD PSG9 HSPB6 GTF2A1 AMPD1 COL13A1 DLG3 PAK3 TNK1 E2F2 FOXE1 RGS20 KCNV2 BDNF MEOX1 GLRX3 NKX2-5 CCR6 KIF5A GZMM CBR3 CDR1 CNMD PRG4 SULT1C2 OTC GPER1 CROT SLC26A10 RFX3 SERPINI2 GSTM3 RNF8 CSN1S1 PDE1A VILL VNN2 ABCD1 PCDHGA8 MMP20 STK11 TMPRSS11D SLC22A14 B3GALT5 NCAM2 IFI6 AFM ANK2 SCAND2P WNT8B NR2C2 SLC38A3 GOLIM4 ANGEL2 MAGEB1 CREB5 TLL1 SPOUT1 H3C10 RPL3L GNRH1 CAPN11 STAM2 SLC5A3 TADA2A RPE65 PPP1R3A HOXC6 MMP3 PKP1 GABRR2 CNTN5 NR5A2 SPINK4 CYP7A1 MGAM RIT2 CD2BP2 ATP2A1 FANCC PNLIP DGKE GNAT2 CHRNA5 DEPDC5 KAZALD1 SSX1 H3C11 LHCGR ADAM2 MODULE_100 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_100 SYNE1 FBXL7 LMO4 GPC3 TSPAN7 MDK MTUS1 ALDH1A1 DPYSL3 AMT GATM GSTM1 C1QB IGFBP2 AQP1 SLC2A3 CHGA PEG10 ENPP2 MYLK ITGA7 SGCE ITPR1 TYRO3 SELENOP PDGFRA PER1 COL6A2 PPP4R2 ALDH7A1 AKR1C1 EFS GNG12 ITGA6 MYH11 SRPX THBS2 UBXN1 GJA1 RGS5 GPX3 SFRP1 CDKN1A TMEM47 GADD45G FGFR1 SOX4 GABBR1 FAT1 RAB31 IFIT1 FXYD1 CPE FOS NCALD COX7A1 ADIRF RNASE1 CCND2 EPHX1 CLEC3B IGFBP3 NR4A1 APOE RBP1 TSPYL2 IFI27 IGFBP6 DLK1 ZBTB20 SNCG DBP RHOB CRYAB NUPR1 SOD3 MAOB CDH11 SMARCD3 ORM2 TNC DBN1 ITM2A SLC23A2 ABLIM1 GET1 CHST15 NID2 CACNB3 SLC39A6 GSTA4 PKD1 TCEAL4 TRO BMERB1 TFAP2B NCAM1 GFPT2 WDR7 AHDC1 EFNA2 LDOC1 MAPRE2 ACD RASSF2 SCHIP1 RGS1 L1CAM PLAAT3 MLLT11 PCDH9 SNAP25 CHGB PTN SOX10 FABP7 RCAN2 OLFM1 CRABP1 DYNC1I1 SCG2 SV2B LIPA CADM1 ALCAM DNM1 FADS2 FKBP1B SNAP91 RTN1 ENO2 KIF5C CHL1 NPY CLIP3 DDX3Y PTP4A3 LPL SYT1 INSIG1 ANGPT1 TIMP3 CD24 ABLIM3 ACSL1 ALDH1A3 MAL EPB41L3 ANK3 ADH1A PCK1 TSPAN8 SPP1 H2BC21 GAP43 STMN2 PTGDS MAOA NEFL PLP1 SERPINA3 SST CLDN5 BCAS1 APOD SYNGR1 ATP6V0A1 EEF1A2 THRA CYB5R1 ARHGDIG TLE1 NTRK2 DNAJB2 TBC1D9 QDPR VSNL1 NEFM MBP TLE2 TRIM2 MEGF9 S100B ATP9A PCBP4 ZIC1 STMN1 RND3 PKIA CDH2 MYO10 GJB1 PRPF19 SNRK RGS4 KRT4 RAC3 EPAS1 UBE2D1 NRGN PRB4 LDB2 CACNA2D2 HMOX1 ST6GALNAC4 PPL VCAN AQP4 WFDC2 DMBT1 SERPINA1 ABCA3 F3 ANOS1 WIF1 LMO2 APOC1 CORO1A KLHDC3 HPR NEBL APOC4 COL9A3 ELF3 CLDN10 ZIC2 SLC9A3R1 MAT1A CRYM SOX9 FGFR3 TRPM2 DUSP5 PTPRN2 KCTD17 HSPA2 CHRNB1 CHST1 DKK4 STK39 FZR1 AANAT HAGH FAM107A NR1D1 NRXN1 DVL1 MPP3 MEF2C PPP3CA PAX6 SYT5 GNG4 GNG7 DPYSL4 TAGLN3 RUNDC3A MLC1 HTR4 EDA NRG2 C5orf30 RASL10A CBLN1 SLC22A18AS TBR1 ACTL6B FAM214B PTPRD SIX6 ATP6V1G2 PSPHP1 FGB CSRP2 AGT DDX17 BTBD3 ALB PLCB1 ALDH4A1 ATP6V1D KIF21B KCNJ4 HRAS C3 CARTPT TM7SF2 CX3CR1 APLP1 CA12 SCN2B GAD1 ARHGEF4 VGF DTNB MAPK10 MAPT SERPINI1 SLC17A7 CACNG3 SNPH PDE2A MAPK8IP2 NPTX1 COL9A2 STX1A BAIAP3 RGS7 GABBR2 PLXNB1 EPN2 PCP4 CRMP1 B4GAT1 LY6H DCX GABRB3 CKMT1B SETBP1 RIMS3 GLRB PCSK1 KLK6 CA11 ZBTB16 RIMS2 MAP2 GRIA2 NNAT EPHA4 FOXG1 CHN2 GNAO1 NECAB3 FGFR2 TMSB15A CALB2 CCK ELAVL4 MEIS2 APBB1 PTPRN PSD GRIN1 NOVA1 SV2A GALR3 DCLK1 SORBS2 CBR1 NCAN PHYHIP PRSS2 AMPH GPRC5B SCG5 PENK ABAT PLCH2 GPRASP1 CABP1 CA2 ELMO1 ARNT2 TACC2 SCAMP5 PAX4 DPP6 CNTNAP2 KMT2A TRPC4AP ELAVL2 SNCB CDH4 PDE4B NECAP1 SPOCK1 TUSC3 OMG APBA2 MT1G FAM131A TIMM17B PALM KHDRBS3 MTHFR FAT2 STOML1 FOXO4 MAGI2 RALGPS1 PTPRO ABCC8 ST18 UBL3 FGF9 PRPF6 PARD6A GUCY1B1 POLR2J APC2 ATP2B2 MAP7 WASF3 SLC1A6 SLIT1 ELAC2 CFAP410 MXD4 KYAT1 CACNA1A DUSP8 EFNB3 SPTBN2 ZBTB18 CBX6 CALB1 NOVA2 ST3GAL5 RBMS3 SCO2 MYRF RPH3A SSTR2 CNP PRKACB PRKCZ NEO1 SULT4A1 ATP1B2 HSPA13 FEV PTK2B CELSR3 SPHK2 LGR5 PLXNA2 PLEKHB1 TMX4 MTSS1 EDNRB BICD1 TUBGCP4 EVI2A ITPKA FEZ1 IQSEC1 FZD7 PSG7 TRIM23 BCL11A KCNK1 GPM6A NEURL1 TRIM9 RYR3 BIN1 DLG4 POMZP3 CTSF SLC1A3 SH3BGR KAT6B CELF2 TSPYL4 CDK18 LZTS3 AC021066.1 EXD2 CSPG5 SCN1B ACSL6 PITPNB CEP135 RNF144A ABCC5 RUNX1T1 INPP1 GRIK5 RND1 RSBN1 CDH22 PRKCB STAT2 CORT AAK1 PTPRZ1 TENM4 NAB2 NAP1L3 GBF1 MTMR9 KIF3A LARGE1 NFYC RHBDL1 BRD4 GABRG2 RAB11B PDE8B SH3GL3 TMCC2 LHX2 TNF ARC CSH2 KCNA5 STXBP1 PRAME QPCT FOLR2 ROR1 FRZB GRIK1 RPS4Y1 HBB SPOCK2 UCHL1 TF CGA PFKFB4 HTRA1 CKB CEL PHLDA1 ASIC1 SLC6A3 LAMA2 THBS4 INHBB CITED1 DIRAS3 SEPTIN5 INSM1 DGCR2 SCRN1 RELN ATP1B1 ARMCX2 SPARCL1 GAL PARM1 CDH18 MODULE_101 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_101 GSTA4 GSTA2 GSTZ1 GSTM5 GSTM4 MGST2 MGST3 GSTA3 GSTM2 GSTP1 MODULE_102 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_102 HPRT1 PAICS DTYMK GMPS APRT MTHFD1 ADA UMPS ADSL GART ADK IMPDH2 NME1 CTPS1 PRPS1 PRPS2 NME2 NME4 CMPK1 MODULE_103 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_103 COX7A1 COX7B COX5B COX7A2 COX7C COX6C COX6B1 COX8A COX6A1 SURF1 COX5A COX4I1 MODULE_104 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_104 PPP4R2 SLPI TNFRSF13B NCALD DHRS2 TFAP2B GFPT2 MAGI1 SLC6A2 L1CAM SNAP25 SOX10 S100A4 PTP4A3 CLDN5 THRA MPZ PPT2 ANPEP RAC2 CCNF EIF4EBP1 COL2A1 RAC3 PRB4 DMBT1 PGC SFTPC HPR CDA CDH1 CNKSR1 PSCA CCL7 MAT1A ALOX15 TP63 TRPM2 PI3 CYP2F1 SPINK2 KCTD17 CHRNB1 CHST1 ACR MYH2 DKK4 FZR1 AANAT PLIN1 TBXT REPS2 ADGRL3 ASIP NRXN1 GIP SSX4 SEMA7A ZNF143 NECTIN1 STATH CSTF2 B3GNT3 PTH2R SCYL3 ABCA1 SLC7A11 CBL PIK3IP1 ARID1A NAT8 MLLT1 NELFA PPP3CA ZBTB24 CD8A NDRG2 ISG20L2 FUT3 TBX1 PAX6 SYT5 ABCB9 HOXD13 CDK5R2 GNG4 ARFGAP3 ZP2 H3C6 GRK3 GNG7 AKAP7 POM121L9P KRT6A ITIH1 REG1B RRH CD4 TNFRSF10D WASF2 CTAG1B CEACAM4 TAGLN3 CCL16 FAM13A RUNDC3A CYP27B1 ZC3H14 MLC1 NR0B2 MYCL HTR4 MPZL2 EDA NRG2 FKBP6 C19orf57 ADAM20 CYP2A7 INTS9 C5orf30 RASL10A PARD3 EIF1AY FAM131B SRPK3 SHBG CBLN1 KRT33B NSG1 TRIM10 SLC22A18AS FMO5 HOXD10 ADA EXOSC2 CYP2E1 PIGL MAPK13 HCRT MET LEFTY1 TBR1 ACTL6B CELA2B NTNG1 GLE1 CD86 RANBP9 PHF20 PDCD1 PGAM2 GREM1 KIAA0586 FAM214B NTRK1 BARX2 RBMXL2 SMAGP MAGEA4 SLC18A1 SLC17A3 MLANA PZP HOXC11 NEMF PRG2 CHP2 KRT32 AMMECR1 CNTN6 SIX6 COL19A1 ATP6V1G2 MAGEC1 CASP2 RCE1 NMB KIF21B ANKRD26 TNNT1 CCHCR1 SCN2B DTNB SLC17A7 RIMS2 NNAT CALB2 CCK PTPRN PSD GALR3 TACC2 PAX4 ELAVL2 MTHFR FAT2 ABCC8 APC2 CFAP410 RPH3A SSTR2 FEV PSG7 EXD2 ACSL6 CEP135 GRIK5 GBF1 RHBDL1 BRD4 PPP6R2 CEACAM3 CDH16 HAP1 REG1A AKAP3 LILRA4 SLIT3 SLC29A2 SIT1 RGS9 RIBC2 HTRA2 AMELX SPC25 CSH2 MAGEA9 ALDOB PROC KRT85 SIX3 ODF1 CD33 ECE2 PRSS16 LRIT1 LOR VCY DIDO1 PDE4C KCND3 SERPINA4 ATP4A CTSG COL10A1 SLC22A6 GTSE1 SEZ6L IVL ENTPD2 CHST3 CRCP TRIM15 UCN FLT1 PRELID3A TNFRSF10C TMSB4Y SYNGR4 RECQL5 RAD51D GHITM DNAH9 SZT2 S1PR2 EPOR CCKAR HLA-DOB BMP10 LYPD3 CD82 DNALI1 SLC7A4 KIF1C LRCH4 SPART IKBKG UNC119B S100A5 WNT10B DEFA1 PAX7 ZNF157 GPR3 KRT2 TEX28 MYOG MYOZ3 EPM2A FANCL LY6G6C H6PD EMID1 MYEF2 VAMP1 DNASE1 HRK MPO S1PR4 CLDN9 TYR KCNQ3 AQP8 ADRA1D QPCT INHBC PDE4A CYP2C19 GRK1 IL3 HAAO REN PRF1 FCN2 TRIB1 GNMT CD3E CLDN14 CHRNB4 GRM2 MSI1 KRT13 HBB AOC1 HSD17B1 PKP3 JAKMIP1 ING1 HMHB1 ASIC3 CCDC9 PNOC TNFRSF21 LCE2B SCGN KCNN1 RAP2C GPR17 ADRA2C CXCL5 NR2E3 GALNS HOXB1 PIGO GAS8 RCVRN TNFRSF6B TAOK2 MTA2 DNAJB12 BRMS1 MODULE_105 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_105 CNN3 LMO4 COL6A3 COL3A1 COL5A2 COL15A1 LUM ANXA1 CITED2 THBS2 UBXN1 GJA1 FGFR1 SOX4 GAS1 RBP1 ATF3 CCN1 LAMB1 P4HA1 EMP1 BIRC2 CACNB3 GBE1 PSMC2 MAN2B1 ALCAM CCL21 ITPR3 PDLIM4 PLIN2 CYP1B1 AHR MSMO1 MMD SNRPB2 CKS2 IGF2BP3 MYBL2 CHAF1A CCNB1 MAD2L1 POLD2 CDK1 RRM1 PAICS FOXM1 GGH ILF3 DTYMK ADAM9 CCNA2 RRM2 CENPA PCNA CCNF AIMP2 NOLC1 GSPT1 BOP1 PPP4R1 ERF PRPSAP1 FADD ARPC1A PCBD1 DNM2 MRPL12 RO60 RPA1 ACOT7 HSD17B10 TARBP2 UBE2G1 VCAN LTBR SNX1 MALL MAPKAPK3 PDXK NDUFB7 SERPINB5 GPX2 HAGH KDM5C AGXT ASNS LPGAT1 CSRP2 WEE1 PTS DDX17 UMPS PIGC PUM3 NRIP1 LAD1 MSH2 CHKA CBR1 POLR2J WASF3 KCNK1 NFYC ATP2B1 ADARB1 GALC ZNF22 MGAT1 TUBG1 PMAIP1 TCF12 PYGL LRBA MTA1 NCBP2 COMP EZH2 GART CRYZ CDC34 COL18A1 FURIN HBEGF TLR1 FZD2 SRSF6 CARS1 DFFA SPARC ACTA2 RGS3 DELE1 LMAN2 TPBG BLM MKI67 SLC20A1 P3H4 PAFAH1B3 LPIN2 GTF2H1 ANXA8L1 PPARD GOT2 GCSH LAMA3 PFKFB4 MKNK1 MAD1L1 SAA1 COL4A2 CCN2 PMP22 LGALS1 KNTC1 TOPBP1 MELK NEK2 HSPH1 PFKP CKS1B BIRC5 CTPS1 COX17 FXYD3 CITED1 CSF1R HSPB1 ERP29 DAP HADHA KEAP1 EMG1 SNX17 FAM3C S100A13 CDH3 PHB PRDX2 IDI1 HELZ PUF60 RAB4A SUPT5H PFKM ELAVL1 STIP1 THBS3 SREBF2 MGMT PSEN1 MARK3 CRAT CLIP1 COG2 SELENBP1 SDF2 COASY ELANE MODULE_106 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_106 CYP1B1 CYP4B1 CYP2B6 CYP1A1 CYP2D6 CYP2E1 CYP11A1 CYP2C9 CYP2C18 CYP2C19 CYP2C8 CYP2J2 CYP3A4 CYP3A7 MODULE_107 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_107 CTSK AEBP1 PRSS23 LGMN PLAT C1S ANPEP MMP1 CTSC ADAM9 CASP4 MMP9 C2 WFDC2 HP PGC APOC1 TPSAB1 PSMB9 BMP1 CFB PRSS8 PEPD UBD F2 HPN CELA3A CFI C1R KLK6 PRSS2 PROC MMP15 PLAU MMP11 F12 MST1 FURIN F10 CPB2 PLG CPN1 TMPRSS2 OLR1 CTSL MMP7 MMP14 MMP2 GZMA CTSS GZMB GZMK CASP1 ADAM8 ENPEP TIMP1 DPP4 HTRA1 FAP CTSE MMP12 ACE CPM CTSB LAP3 NAPSA MMP10 ACY1 CTSO MMP13 MMP3 CPA3 PROZ CAPN2 KLK10 CTSD FOLH1 XPNPEP1 CTSW MODULE_108 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_108 CCL3 CXCL12 CCL2 CCL15 CCL21 CXCR4 PLAUR RALA CCL18 CX3CL1 CXCL2 CCR1 ANOS1 CXCL8 CXCL1 DEFB4A CCL7 DEFB1 C5 CCL20 HRAS CX3CR1 NOVA1 CCL13 FOSL1 PLAU CCL4 SERPIND1 LECT2 PPBP PF4 CXCL13 C5AR1 C3AR1 CCR5 FPR1 CCR2 FPR2 CXCR2 CCL17 CXCL10 CCL23 CCL11 CCL19 XCL1 PLD1 IL1A CXCL9 CXCL14 CCL8 CXCL11 IL16 CXCL5 CXCL6 CXCR3 FPR3 MODULE_109 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_109 PRSS23 PLAT C1S C2 HP TPSAB1 CFB PRSS8 CELA2B F2 HPN CELA3A CFI C1R KLK6 PRSS2 PROC CTSG PLAU F12 MST1 F10 PLG TMPRSS2 PRSS12 GZMA GZMB GZMK HTRA1 CELA2A KLK2 F11 GZMM ELANE PROZ KLK10 CTRC KLK1 GZMH MODULE_110 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_110 CARS1 KARS1 NARS1 AARS1 AIMP1 SARS1 YARS1 QARS1 GARS1 IARS1 HARS1 EPRS1 HARS2 KHSRP LIG1 VARS1 MODULE_111 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_111 CCL2 DHRS2 CD34 GMPR MME CDH5 NGFR MPZ AQP7 FGR IL4R PGC AIF1 IL1RN CHI3L2 IL2RG S100P LGALS9 FCGR2A WAS ARHGAP4 CFB CYP2F1 CD22 PTPRU NR1D1 CYP2A6 ZNF143 VAV2 MPP3 MEF2C FUT3 PAX6 PHKG1 GNG4 ZP2 BNIP1 KRT6A CEACAM4 CACNB1 RASL10A KRT33B OAS2 CELSR2 TBR1 MYBPC2 STAT4 SLC18A1 MLANA NUDT1 SPTB ITIH4 LIF KCNJ4 NNAT CALB2 PTPRN PSD CFAP410 FEV DLG4 AC021066.1 SCN1B GBF1 KRT31 RGS16 ZKSCAN7 PROC CD33 IGHMBP2 SLC5A2 AVPR1B CLCNKA ATF6B SPRR2C FLT1 SLC6A9 FUT7 HLA-DOB CHRNE SLC30A3 EFNA3 PAX8 ADCYAP1 WNT10B TUB ZNF157 KRT2 TBXA2R RAPGEF5 MPP2 MVK MR1 TNR CYP2C9 EDEM1 IRF5 CNTN1 POLA2 SLC9A3R2 CD8B PXN EFNB1 AFAP1 GRM4 E2F1 CTF1 SMPDL3B PBX1 INPP5D ATP6V1B1 TAF1 BDH1 ZNF592 SEMA3F STXBP1 HSF4 CSRP3 GOLGA1 MYBPC1 MTFR1 IKBKE GATA2 CRYAA PDE4A NELL2 CSNK2A2 DAPK1 HAAO SLC10A1 PTGER3 CD5 TACR3 KIR2DL3 PLGLB2 FCGR2B P2RX5 CXCL9 CXCL5 BGN NCKAP1L APBA1 EZH1 FHL3 FLT4 TAF15 MYO1E ELL KRT12 ACVR1B GCK HNF4A ZNF132 MODULE_112 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_112 GPC3 DPYSL3 COL3A1 GATM COL5A2 GPNMB CHGA CTSK COL15A1 SELENOP LUM CDKN1C SRPX THBS2 GPX3 CAV1 C7 COX7A1 SMTN GAS1 RBP1 FHL2 MAOB TNC IGF1 C1S DHRS2 CHGB RCAN2 OLFM1 SCG2 RBP4 ADH1B NPY FABP4 SYT1 ANGPT1 IGF2 ALDH1A3 ANK3 TSPAN8 DDC GAP43 CYP1B1 VSNL1 RND3 PKIA THBS1 CDH2 GJB1 PROCR KRT4 EPAS1 LRRC32 GBP1 AQP4 WFDC2 GRK5 CXCL2 ITGA3 FCGR3A F3 CD163 HPGD CHI3L2 KLHDC3 S100P CYP2B6 CSF2RB KLF5 CLDN10 SOX9 DEFB1 ALOX15 CEACAM5 TRIM29 AZGP1 PRSS8 ST6GAL1 ACR MYH2 CD22 AGXT CYP2D6 DVL1 ZNF143 MEF2C PPP3CA MLC1 EDA C19orf57 CYP2A7 CBLN1 PTPRD EFNA5 ERCC8 SERPINA6 APOH CDKN2A PAH C5 ITIH2 CCL20 ASGR2 ARSB NTRK3 SERPING1 C1R CX3CR1 APLP1 GAD1 NPTX1 RGS7 PLXNB1 PCP4 CRMP1 GABRB3 NNAT TMSB15A NOVA1 DPP6 OMG PTPRO WASF3 NEO1 ATP1B2 SLC1A3 AC021066.1 RREB1 C1orf61 UGT8 HMOX2 TNP1 CSH2 PDK4 ETV3 FUT7 GATA1 S100A5 MYOG SIM2 DPEP1 HRK CRHR2 MYBPC1 NRG1 GATA2 P2RX1 CCL4 TYR SCN4A KYNU PRTN3 NMU QPCT AADAC NFKBIL1 PTH1R ALDH3A2 RGN IL3 UGT2B7 CP LGALS4 CYP2J2 ITIH3 CPS1 SDS DAO JAK3 CALML3 CYP3A7 BAAT ADRB2 NPY1R TNFRSF11B PTPRS FPR1 KIR2DL4 ROR1 EPHB1 PTPRR KLRC1 GLRA2 GRIK1 PTPRG NTSR1 CHRNB2 ADCYAP1R1 LY6D KIAA0040 SLC28A1 KRT13 PMEL SPRR1B CCL17 RXRG PSG6 RIN1 TCN2 NOS1 CEACAM1 TNNT3 RPS6KA2 WT1-AS SERPINA7 TGM3 RBMY1A1 GSTM5 KRTAP5-9 POU3F1 TF TIMP4 POU2F2 PLCB2 ALDH3B2 EHHADH LAMA3 PIK3CD UMOD TGFA PAX5 SFN DPP4 COL4A2 S1PR1 GRP NELL1 RAPGEF1 AMELY RCVRN SLC34A1 PRKCQ GRB14 SPARCL1 A2M SCTR TYRP1 CASR KCNB1 NAT2 UGT2B10 TCP10 NEUROD1 MEOX1 PRG4 GSTM3 MMP3 TFPI2 EYA2 CETP MFAP5 CDH17 TCF15 UGT1A6 ISL1 ACSM3 CXCL3 KCNJ15 THRB MODULE_113 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_113 PLA2G2A AR GMPR CRABP1 ANGPT1 PCK1 GAP43 MAOA LEPR ST6GALNAC2 DMD CADPS ZIC1 ITGA3 TBX2 SERPINB3 FGFR3 NR1D1 RRH RASL10A CBLN1 TBR1 SPTB SERPINA6 PAH ASGR2 HAS2 APLP1 GAD1 RGS7 CRMP1 MAP2 CHN2 NOVA1 DPP6 OMG PTPRO ATP2B2 EFNB3 ATP1B2 GPM6A DLG4 AC021066.1 NAP1L3 RREB1 GPA33 C1orf61 ZKSCAN7 ATF6B ETV3 FLT1 ABO GAGE1 ZNF157 MAG HRG CYP2C9 CTF1 MYB ALDH6A1 IL3 CBS DNASE1L3 GPLD1 CYP3A7 CHRNA4 GHR TACR3 KIR2DL3 OPCML PRKCA DRD4 HRH1 RGR WNT2 HOXB3 PIK3CD UMOD ENPEP GCG KCNN3 SMCP CENPE AMELY SLC6A4 GP5 WNT5A KCNB1 HSD17B2 KRT76 AMPD1 PROZ FHL3 FLT4 ELL HNF4A THRB ALAD CLUL1 CLCN4 MYF6 GLP1R TIAM1 NR1I3 CEACAM7 MMP8 PDCD2 MODULE_114 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_114 SRGN GADD45G CLEC2B CPQ ADIPOR2 CHPF GYG1 FUCA1 PLAAT3 DDX3Y STMN1 SNRPB2 PNP HPRT1 PSMA4 FDPS CTSC PCNA RCN2 SRSF2 STAU1 COX7B RAB11A VBP1 SSBP1 SNRPC APRT LSM3 METAP1 EIF3I PSMB7 NAP1L1 RHOG AIF1 MNDA CES1 IL2RG CST7 MAPKAPK3 NDUFB7 MB ECI1 M6PR ETFB LRPPRC SDHB BLOC1S1 RBCK1 SRSF7 GTF2A2 GSN HSPA8 CBX6 PYGL RRP9 ZNF451 TGIF1 IMPDH2 NDUFB1 NDUFV2 NDUFA4 NDUFS4 ATP5ME ATP5MC3 ATP5PF ATP6V0E1 NDUFAB1 ATP6V0B ATP5MF NDUFS5 NDUFA1 ATP5PO ATP5MC2 ACAA1 UQCRB EEF1G LGALS3 B2M HLA-A HLA-C PSMD10 PSMB4 PSMD6 PSMD8 PSMA2 PSMB1 PSMA6 RPS19 RPS20 RPS23 RPS4X RPS16 RPS13 RPS24 RPS10 RPS4Y1 RPS25 RPS2 RPS27 RPS28 RPS15A RPS3 RPSA RPS21 RPL31 EEF1D RPLP1 SRP9 RPL19 NPM1 EIF3G EEF2 TRA2B RPLP0 EIF4A1 RPL17 KHDRBS1 EIF4B RPL6 RPL9 PABPC1 EIF3F RPLP2 EIF1 SNRPE RPL8 RPL29 RPL35 EEF1A1 NCL RPL18 RPL7A EIF3E RPL27A RPL23A RPL12 PCBP1 ELOC RPL15 SNRPG RPL21 RPL18A RPL38 RPS11 RPL7 SNRPD2 EEF1B2 MSI1 RPL11 EIF3H ELOB RPL24 RPL32 RAD23A RPL26 RAB10 ALDOA ABCC1 AP2S1 OAT ECH1 PRDX6 ACADM ALDH9A1 COX5B COX7A2 MDH1 LDHA PKM COX7C COX6C UQCRFS1 CYBA UQCR11 COX6B1 BST2 PLTP SLC25A5 PLP2 LBR PRDX4 PRDX1 SNRPB TPI1 GAA NME2 UQCRH UQCRQ UQCRC2 ATP5F1B PPA1 CD63 INHBB FAU UCP2 GPX1 LYZ HSPB1 RPL4 HINT1 TIPIN RPL13A SEC61B RPL28 NACA RPS5 RPL36AL RPL14 NDUFAF7 RPL23 CDC37 PPIB UBA52 RPL10A RPS3A RPS27A RPL10 RACK1 CIAO2A ARPC3 UBL5 YWHAG RPL34 RPS9 CNPY2 CCT3 ERP29 NSA2 ZFAND6 BCAP31 GNG10 ZNF525 PRELID1 DAD1 CAPNS1 RPL27 DYNLL1 GRHPR RPL13 MRPL33 IMP3 PHB2 HSBP1 RPL35A ZNHIT1 MTPN STRAP RPL36A MRPS18B VDAC1 SPG21 CANX FKBP2 NME4 PTMA MYL12B NDUFA13 DAP HIGD2A RNASEH2C PFDN5 SOD1 ATP5MPL RPS27L CHMP2A MAGT1 P4HB EIF3M CCT8 KPNA4 RPL39 RSL24D1 TMEM59 TPT1 ARHGDIA SEMG2 BTF3 SCAND1 MRPL21 EXOSC7 CDC40 TMSB4X LSM5 ATP5IF1 YME1L1 PIH1D1 CARD19 TIMMDC1 PFN1 TSPYL1 LBHD1 TMEM147 RAMAC UXT GPX4 COMT TAF7 ZFP36L1 ARPC2 ARMT1 EIF3K CNIH1 CLIC1 MFSD1 ARPC1B ZNF706 CSNK2B FABP5 BEX1 RBX1 MACROH2A1 APMAP SNX6 TMEM230 CCNDBP1 ECPAS DHRS7 GABARAPL2 MYL6 EDRF1 KRT24 RTRAF TPD52L2 MRPS24 SF3B5 RB1 EXOSC4 GABARAP MGST1 DPP7 C19orf53 CIB1 XPNPEP1 WDR83OS RPE DPY30 ERRFI1 TPRKB MODULE_115 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_115 EEF1A2 EIF4EBP1 EIF3I EEF1G EEF1D EIF3G EEF2 EIF4A1 EIF4B PABPC1 EIF3F EIF1 BZW1 EEF1A1 EIF3E EIF4H EEF1B2 EIF4A2 EIF3H EIF3C EIF5A EIF4EBP2 EIF3D EIF4G2 EIF6 EIF3B HSPB1 MODULE_116 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_116 ATP6V0A1 CSPG4 ATP6V1D ATP5F1A ATP5F1E ATP5F1D ATP6V1G1 ATP5ME ATP5MC3 ATP5PF ATP6V0D1 ATP6V0E1 ATP6V0B ATP5MF ATP6V0C ATP5PO ATP5PD ATP6AP1 ATP5MC1 ATP5MC2 ATP5MG UCP1 ATP6V1B2 ATP5F1C ATP5F1B ATP6V1F ATP6V1H ATP6V1E1 UCP2 MODULE_117 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_117 SLC16A2 ALDH1A1 GATM C1QB IGFBP2 PTGIS ITGA7 SELENOP CNN1 DHRS3 GADD45G PDLIM3 IFI27 SNCG IGF1 FMOD RAMP2 CHGB SCG2 RBP4 SV2B CCL21 RTN1 CHL1 CDH5 CD24 EPB41L3 ADH1A PCK1 TSPAN8 GAP43 APOD HSPA6 LEPR JCHAIN CADPS CADM3 ANXA3 SMAD3 ARHGDIB NRGN SCGB1A1 PPL VCAN MARCO AQP4 S100A9 HP CD52 CYP27A1 LILRB3 ALOX5AP TNFSF10 CYBB WIF1 LMO2 AGR2 MNDA ITGAM FCN1 LST1 ALPL EFNA1 CORO1A RAC2 NKX2-1 SCNN1A LAMP3 CEACAM6 LCP2 CSF2RB CLDN4 TFF3 COL9A3 LTF MSMB CLDN10 CFB PIP RARRES1 KRT5 SERPINB5 AZGP1 FOXJ1 KLK11 CSTA ALDH3A1 ATP2A3 KCNN4 GABRP TCN1 CYP1A1 FGB APOH AGT APOB LAD1 APOA1 PAH CCL20 AQP2 CDX1 CELA3A PLCD1 IRF4 ADORA1 NRP1 GPC5 GIT2 TERT IL33 C8A SCN2B ARHGEF4 MAPK8IP2 COL9A2 PLXNB1 SETBP1 CA11 CA2 SPOCK1 NOVA2 TRIM9 SLC1A3 UGT8 FGF6 EVI2B TBXAS1 CCL4 KYNU HK3 GPR183 PRTN3 TMEM259 DLEC1 LEF1 AADAC SERPINA5 RGN GSTA2 SEPTIN4 INHA DAPK1 SERPIND1 HYAL1 F12 UGT2B7 CYP2C8 KNG1 APOC2 APCS LGALS4 PRF1 HSD17B6 FABP1 SPP2 FETUB HGD FGL1 SERPINF2 SLC10A1 DAO AKR7A3 ARG1 EPHX2 ACOX2 UGT2B4 SERPINC1 PLG GCKR ALDH1B1 BHMT CYP3A4 CYP3A7 RBM38 BAAT COL9A1 RHAG KCND1 BBOX1 RASGRP3 ACTN2 CD93 CXCL13 YJU2 CD5 KIR3DL1 IGSF6 FCGR1A IL18R1 CHRNA2 HLA-DOA LILRA1 GPR182 CHRNB3 IL2RB CXCR6 GPR65 CD3G P2RY14 TNFRSF11B CCR5 CD79B KIR2DL4 PRSS12 EPHB6 CD247 CCR2 PTAFR CHRNA7 FCER1A PGLYRP1 RARB EFNA4 AVPR1A GABRR1 FOLR3 FCER2 TACR3 MS4A2 CILP CNTFR KIR2DL3 FZD9 CXCR5 PRKCH CCR8 EPHA7 CNR1 VDR TMPRSS15 IL2RA CD27 HCP5 GRIK3 CSF2RA NPY2R FZD5 OPRM1 ERBB4 GRM3 TNFRSF17 MPL P2RX3 CD80 NTSR1 TNFSF11 P2RY6 GLRA3 CHRNB2 PTGER1 ROS1 BRS3 CR1 CXCR2 TNFRSF8 ITGA9 CD180 PDK1 BDKRB1 RGR LILRB4 ABCG1 SLCO1A2 SLC26A3 MSI1 RHOH LY6D ID4 DSG2 MAPK12 HNF1A SLC28A1 PMEL CXCL10 RIN1 TNNT3 BIK CACNG1 NGF SERPINA7 CD36 FYB1 PBX2 CLC TCEA2 KCNQ2 GPR143 KCNAB2 KIF1A AKAP6 MYL1 KRTAP5-9 NTN3 SPTLC2 BLK KRT81 EPB42 MYH7 CCL23 CCL19 SLC27A2 GJC2 TIMP4 DES ITK MTTP CTSZ PRDM1 SYCP2 SLC5A4 CGA FCGR2B ALDH3B2 PLA2G7 ASPA LIPC GYS2 CYP26A1 NCF1C PYGM ACADL VCAM1 IRF8 CPVL GNLY GZMA BCL2A1 CTSS AOAH GZMB SASH3 GZMK LRMP STX11 SKAP1 NFKB2 TPSAB1 FGG MS4A1 IL15 CXCL9 PAX5 MAD1L1 TYROBP CCL8 GCG FGF7 RAG1 CXCL11 IL24 CD101 EREG LTA IL11 FASLG CEBPE PSTPIP1 C8G AGRP ERG THPO CCL1 PYY SH2D1A DEFA4 KLRA1P TNFSF14 IL17A CD1B AFP HTN3 KCNK2 SLC22A2 HCG4 CDKN2B PPFIA2 C22orf31 MYBPH PDE5A TRPA1 ICOS GPC4 ANO3 AKAP4 APOBEC1 CRYGA TTN CACNB4 CTRB1 SLC12A5 RLN2 NELL1 KCNA1 POU4F2 RAPGEF1 ELOVL6 CEL CLDN8 XPNPEP2 SLC6A4 KCNA3 KCNE1 CLCNKB P2RY2 GFRA1 SLC15A2 RGS13 SLC6A1 GP5 SLC6A3 MEP1A LAG3 GRB14 ADAMDEC1 PDYN FXYD3 IFNG SLC18A2 PFKFB1 ADCY8 INHBB DIRAS3 INSM1 RLN1 STRN S100A12 CPM SLC1A1 FGFBP1 ARL4D INSL4 LALBA BCKDHB SRD5A2 ALOX15B ICA1 NKX2-8 OLFM4 SARDH KIAA0319 IBSP TLX1 SEMG1 RAD51AP1 KCNB1 TLX2 LGALS2 AKR1D1 DLX5 ETV1 TGM5 MMP13 SERPINB7 BFSP2 MAGEB2 F11 CROCC REM1 NAT2 TULP2 S100G CLEC4M CRHBP TRPC6 SCRG1 MYH8 CTSV TGM1 KCNS1 ARSG TBX6 PPP1R2C FSCN2 CA6 GLS2 AGTR2 ZFHX2 HSPA1B ATP1A2 PLA2G6 EMX2 USH2A HSD17B2 SYN3 PDE9A SLC30A4 ADTRP SCGB2A1 OVOL1 VIPR2 MSH4 RFPL1 NEUROD1 CLCA2 F5 FUT5 OMD PSG9 AMPD1 COL13A1 DLG3 TNK1 E2F2 KCNV2 BDNF MEOX1 GLRX3 NKX2-5 CCR6 GZMM CBR3 CDR1 CNMD PRG4 SULT1C2 OTC SERPINI2 CSN1S1 VILL VNN2 MMP20 TMPRSS11D B3GALT5 NCAM2 AFM SCAND2P WNT8B NR2C2 SLC38A3 ANGEL2 MAGEB1 CREB5 TLL1 SPOUT1 H3C10 GNRH1 CAPN11 SLC5A3 RPE65 CNTN5 RIT2 ATP2A1 PNLIP MTA2 ELANE CPA3 CTRC KLK1 TFPI2 CETP MFAP5 CDH17 KCNJ15 MMP8 CYLC2 PON1 TNNI2 ADAMTS3 CYTIP FOXE1 NR1H4 RETREG1 VNN1 LRRC6 MMRN1 LAMC2 SLC1A7 PMP2 ABCA6 PLA2G5 SCGB2A2 UGT1A4 HDC RENBP DSCR4 SLC14A1 XAF1 SLCO2A1 TFEC EPPIN GAS8-AS1 LINC01565 ALX1 CDH6 CTAG2 JAKMIP2 ZNF239 ANKRD7 UGT2A1 GUCY1A1 BFSP1 ABCB11 LMX1B RASA3 ZNF185 MS4A3 H2AC17 KHK SOCS1 TRAT1 ESRRG SLC6A12 C4A RAPGEF3 RS1 H2AC12 HUS1 KRT9 TG LIN7A GAS2 SULT1B1 OPRD1 PTCRA SERHL SMR3B ADAM28 CRYGD CKMT2 SP4 EFCAB11 CA1 MAFK MPDZ TCL1B MATK PIK3C2G SLC17A2 EPX CSN2 DFFB ABHD5 KMO IRGC RHD PDE6H RAB30 MFNG MYOD1 ZBTB1 F2RL3 SPAG1 RIPK2 ZFY SEC31B GABRA5 GRM8 LCN1 MADCAM1 ST8SIA5 HBG2 PHACTR2 CACNB2 SPINK5 ZBTB33 UGT2B17 CALCB CFHR2 MPPED2 SCNN1G ZPBP SCN2A SPPL2B COL17A1 TXK AURKC TOE1 NOL4 IFNA5 LGALS7 DCT ZNF345 ACRV1 DNAH7 GRAP BMP3 NLRP3 CASP5 HEPH GATA4 CHD1L CLPS H2AC11 CD68 ABHD3 XKRY CFHR4 F13B CYP24A1 BLNK SLC12A1 LPA PRKG1 SLITRK3 CNGB1 HOXA2 TTPA H4C2 VGLL1 MYH3 KIAA0087 TRPC3 G6PC RORB EPHA1 NAALAD2 NUDT4 RYR2 TJP3 GYG2 BTK POLR3G KALRN BRDT ERCC6 SLC2A2 BCAS2 IAPP NFE2 ABCB4 TNNT2 MODULE_118 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_118 SLC16A3 CNN3 IGHM GPC3 MDK TGFBR2 ALDH1A1 DPYSL3 KRT19 COL5A2 CALD1 ACTN1 GSTM1 ZYX IGFBP2 TM4SF1 TGM2 PEG10 SGCE ENG PDGFRA PER1 VWF MYC COL4A1 PPP4R2 ALDH7A1 ANXA1 FLNA PRSS23 GNG12 ITGA6 CAV2 CRIM1 SRPX FN1 UBXN1 GJA1 ITGB5 ACKR1 DUSP6 CCL3 S100A11 CDKN1A IGFBP4 SRGN TPM1 FGFR1 SOX4 EMP3 RAB31 MFAP2 IER3 TNFRSF10B CAV1 IFIT1 CD151 CLEC2B FOS TPM2 HSPG2 CCND2 SERPINE1 SMTN GAS1 RBP1 IFI27 DLK1 CCN1 DBP MAFF LDLR LAMB1 CCL2 JUNB AKAP12 ORM2 TNC EMP1 DBN1 PLAT GET1 CHST15 CCL15 CALU TFAP2B CHPF SEC11A DDX21 GFPT2 GYG1 UGDH MAGI1 ADAM19 SCHIP1 RGS1 MLLT11 NNMT SOX10 CRABP1 GDF15 S100A4 DDIT4 ALCAM CD37 FADS2 PHLDA2 ENO2 PTPRC DDX3Y PTP4A3 PDLIM4 INSIG1 TIMP3 CD24 IGF2 PLIN2 CXCR4 EPB41L3 LAPTM5 SPP1 S100A8 MGLL HLA-DQA1 CYP1B1 FADS1 PPT2 STMN1 TMX1 PLK1 FEN1 LMNB1 PTTG1 PIR KIF11 H4C3 RND3 PNP HPRT1 CDC25B H2AX NQO1 EFEMP1 EPHA2 CCNB2 CKS2 IGF2BP3 PLOD2 UBE2C THBS1 MMP1 KRT18 TMEM106C GRN TPX2 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 LOX MAD2L1 POLD2 DLGAP5 FDPS CDK1 RRM1 PCLAF RAC2 MCM2 LOXL2 CTSC CDC20 RCC1 PAICS FOXM1 KIFC1 CSE1L GGH ILF3 TOP2A DTYMK CDKN3 ADAM9 LMNB2 CCNA2 RRM2 CENPA PCNA MCM3 GMPS MCM6 RCN2 CCNF CDH2 MYO10 UNG SLC7A5 FST EIF4EBP1 BUB1B AP1M1 PRPF19 CAVIN1 NUP205 ARHGDIB RAC3 PRB4 MMP9 EPCAM IL7R SLA DMBT1 ITGA3 FCER1G VSIG4 GPSM3 ALOX5AP AIF1 CD53 ITGB2 CCL5 LMO2 MNDA APOC1 CXCL1 SFTPC IL2RG CORO1A CST7 HCK S100P LAIR1 LCP1 APOC4 PROM1 CNKSR1 ZIC2 SLC9A3R1 CCL7 MAT1A CD79A TRPM2 KCNN4 DSP KCTD17 ACR DKK4 CD22 FZR1 AANAT M6PR AGXT NECTIN1 ABCA1 SLC7A11 ARID1A PARP2 TBX1 PAX6 ABCB9 TCL1A GNG7 MLC1 HTR4 EDA NRG2 C5orf30 SHBG SLC22A18AS ADA EXOSC2 FAM214B MAGEA4 SIX6 CASP2 NUDT1 CENPF RFC4 NTS IL1RAP PSPHP1 SORD PEPD AMBP ZMPSTE24 CSRP2 ACSL3 RPA3 CDKN2A SRPK1 BTBD3 RRP7A KIF21B CCHCR1 TTI1 SCN2B TMSB15A SV2A GALR3 PRSS2 TACC2 SCAMP5 ELAVL2 PDE4B MTHFR LGR5 EXD2 CEP135 TNF IGSF3 HAP1 CARD10 ARHGEF6 RGS16 ISG15 SLC6A11 SIT1 RIBC2 HTRA2 AMELX MCRS1 NPM3 PFKFB2 ODF1 CD33 ZBED4 ECE2 LRIT1 KCND3 ATP4A CTSG COL10A1 GTSE1 ENTPD2 CHST3 UCN NPAS1 PRELID3A TMSB4Y SYNGR4 SLC2A1 RECQL5 BMP10 LRCH4 VPS11 DPH2 IKBKG SLC6A7 PAX7 GPR3 MYOZ3 CDKN2C DAPK2 DNASE1 E2F1 DDX11 PLAU LSP1 RGS10 MPO DOCK2 PTPN7 PSMB8 MYB H2BC12 S1PR4 CLDN9 WIZ PRAME CCL4 TYR RAD54L NDC80 KCNQ3 AQP8 HMMR BASP1 ATF5 PKMYT1 CDC45 RNASEH2A KIF14 EZH2 TMEM158 MAGEA3 CD3D QPCT GULP1 MSI1 BIK MKI67 PAFAH1B3 MMP2 CCDC9 RECQL4 BCL2A1 LRMP OLFML2B RAI14 NCAPD2 MCM4 KNTC1 DHFR TROAP TOPBP1 SALL2 MODULE_119 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_119 IL1R1 IGHG3 DBP TRIB2 CD200 CPQ PTPRC MX1 CXCR4 HLA-DMA FADS1 PTTG1 TNFAIP2 CYP27A1 IRF1 SELL ALOX5 SLC7A7 ACP2 PIK3C2B TCN1 DGKA NME3 STAT4 PIM2 IRF4 DDA1 CR2 STAT2 CD19 ITGB7 PTPRCAP BLMH CCN3 ABCB1 DNAJC14 CXCL13 IL10RA CXCR6 LPAR6 HLA-A CD79B P2RY10 HLA-DMB PRKCH SELP IGLL1 HLA-G SPARC MT2A SPIB RRAGD IGKC POU2F2 TRIM22 ISG20 LCK VCAM1 CD48 CPVL GZMA LRMP CASP1 ADAM8 PLCL2 SP110 LILRB1 IL15 IRF7 IL16 FYN CD59 S1PR1 TXNIP FASTKD1 SAMHD1 TTLL2 MTHFD2 KCNA3 PRKCQ ARAP2 ZNF292 THUMPD1 USP30 APOL3 BBS2 SAMSN1 HLA-DRB3 CD74 POLR3B CACNG4 PTCRA ABTB1 FOXP1 KIAA0753 TXLNGY HVCN1 STAG3 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 SYNE2 XRN1 FLT3LG GMCL1 ZNF436 KCNQ5 MED12L MYOF APOBEC3G CCDC186 RNPC3 UTY AXIN1 TPTE NLRC5 PDE4DIP KIF27 CYFIP2 MYCBP2 ARMCX6 USP34 NYAP2 PNPT1 ZP3 SPINT2 ITGA1 KANK1 ZNF322 EML4 TRAPPC13 KLF12 KLHL14 IL7 APOLD1 PASK CPSF7 DNMT3A HS3ST1 MODULE_120 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_120 AQP1 MYLK RAB31 CDH11 LTBP1 STAR SLC25A1 PLOD2 SH3GL1 ARPC1A RGS4 UBE2G1 CX3CL1 KLHDC3 SNX1 NDUFB7 TCN1 DOK1 SP140 TM4SF4 HMGCR SLC11A2 TERT CR2 SERPINI1 PDE2A CBR1 DRD3 ANK1 EDC4 HTR3A COL18A1 PTPRM IL2RB IL15RA PRKCH IL6R SLC28A1 BIK SNTA1 TRIP10 PPARD HPCAL1 DHCR24 EGR4 GPKOW TROAP PHLDA1 THBS4 ICA1 KCNJ10 HRC TCP10 TNK1 RAB4A COG2 CYLC2 ARHGAP35 ZNF212 IGF1R POLR2C MTF1 GPR176 TAX1BP3 PWP2 PDAP1 EPB41 P2RX4 NKRF PCSK7 TRIO MODULE_121 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_121 MDK DAB2 PDGFRA MYC EPS8 NAMPT LRP1 BCL6 EMP3 IL6 EDNRA CCN1 EMP1 IGF1 CRIP1 TSPAN3 MAPRE2 PTN ZEB1 INSIG1 IGF2 CSF3 GRN PDGFA IL1B CXCL1 IL2RG LAMP3 TACSTD2 AKR1C3 TGFB3 CD8A REG1B CD4 CD86 PSPHP1 FGB CSRP2 LIF AREG EGF NRP1 SPOCK1 EVI2A NAB2 CD8B CDK5R1 CSF1 FOSL1 IL18 CREG1 IL3 FGA PPBP CD2 CD5 HBEGF VIPR1 SLAMF1 IL15RA MST1R IL6R GRPR ERBB2 CXCL10 ZFP36L2 CCL14 EDN1 VEGFC PDGFB ISG20 TGFA KLF6 IL1A FGG IL15 RUNX3 ENPEP BST2 TIMP1 SFN GCG FGF7 GAS6 OSM BTG1 MXD1 ERG CHRM3 EGR4 BCAT1 CD81 OSMR VIP EPHB4 PRDX1 FGF4 TNFSF9 BCAR1 MODULE_122 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_122 COL1A1 COL6A3 AOC3 COL3A1 COL5A2 ZYX PECAM1 AEBP1 VWF COL6A2 COL4A1 EFS ECM2 SRPX THBS2 FN1 LAMB2 ITGB5 TGFBI FAT1 DDR2 CD151 COL6A1 FBN1 LAMB1 CXCL12 CCL2 TNC COL16A1 TNXB NCAM1 L1CAM ALCAM CHL1 CDH5 LAMA4 LAMA5 RND3 CDH2 ARHGDIB ITGA5 NEDD9 POSTN CX3CL1 ITGA3 CSF3R CCR1 ANOS1 ITGB2 ITGAM MSLN CXCL8 SELL ICAM1 PCDH17 CDH1 COL9A3 CLDN10 CD6 VTN NRP1 CX3CR1 COL9A2 NCAN SPOCK1 NEO1 RND1 ELN COL11A1 FBN2 EFNB1 MGP ADGRE1 IL18 ICAM3 ITGB7 CCL4 COMP LGALS4 COL18A1 COL7A1 ITGBL1 PPBP COL9A1 CD2 CD5 ITGAL PTPRS FPR2 ITGAX CNTNAP1 SELP PTK7 PTPRF EFEMP2 LY6D DSG2 CCL11 CDH13 WNT2 LAMA3 VCAM1 CCN2 BGN MCAM PRELP CD99 COL12A1 ISLR NELL1 ITGA2 AMELY JAM2 ICAM4 CLDN1 LAMA2 THBS4 DGCR2 RELN LAMB3 PPFIBP1 APBA1 MFGE8 CLEC3A SSPN OMD CDH3 MFAP5 CDH17 MMRN1 LAMC2 CDH6 LGALS7 NID1 DSG3 COL4A5 LSAMP ITGAV VCL COL5A1 ADAM12 MODULE_123 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_123 JUN PER1 MYC CITED2 AR CCL3 BCL6 CDKN1A EGR1 SOX4 FOS ATF3 NR4A2 JUNB FOSL2 MSX1 SATB1 CXCR4 ETS2 TLE1 AC005747.1 MYBL2 FOXM1 ILF3 CDKN3 MCM3 ELF4 DNMT1 EWSR1 STAT1 CXCL2 AIF1 IRF1 MNDA CXCL8 CXCL1 ELF3 SOX9 MEN1 KDM5C ZNF143 PTH2R REL ZBTB24 TBX1 PAX6 RRH MYCL HSF2 SIX6 ERCC8 ADRA1B E2F3 CDKN2A HMGA2 CDX1 ZNF211 TOX4 ADORA1 NFATC4 ZNF195 FOXG1 KMT2A ELAVL2 ZBTB18 STAT2 LHX2 ETV3 TLE3 NPAS1 ZNF157 MEF2D FOSL1 CREG1 SMARCD2 GPR183 EZH2 TFAP2A RCAN1 TGIF1 RORA C5AR1 ADRB2 LANCL1 GPR182 CXCR6 P2RY14 FPR1 HCAR3 MS4A2 PPARA FZD9 PPARG NPY2R PTGER2 PTGFR GPR171 RARA ADRB1 GRPR CXCR2 ADCYAP1R1 FZD2 BDKRB1 RGR GNAI2 CBX4 GNA12 CHD4 ETS1 ID4 HNF1A CCL17 GLI1 BORCS8-MEF2B POU3F1 ATF2 ZBTB48 ADNP2 ZNF646 GTF2B NFYA BRD1 GTF2H1 ZNF264 PAWR FOXD1 SP100 STAT6 NFKB2 KLF6 CXCL9 PAX5 RUNX3 PTGER4 MXD1 ERG CHRM3 EGR4 BATF ELOA CDKN2B PAX2 ZNF267 HMGB2 GPSM2 CHAF1B HOXB1 HDAC2 OLIG2 INSM1 NFKB1 SCAND1 ARL3 GNA13 ZNF324 RFX2 ZNF516 EGR2 TLX1 MYCN RLF GTF2F2 TAF7 DLX5 HLTF TAF4 MAFG GTF2I ZNF217 ZNF43 ZNF124 NRF1 TAF5 ETV1 ZFX APLP2 ZNF136 TULP3 PRRX2 SMAD1 OVOL1 FOXE1 MEOX1 GNAT2 SSX1 FPR3 ELL ALX1 SP4 MYOD1 ZNF345 ERCC6 EIF2AK2 HIVEP1 ZBTB43 TSC22D2 CUL4A MECP2 AC092279.1 PRH2 ESR2 SOX5 ING2 KLF11 BCL3 SNAPC1 KDM5A CRK DPF1 HNF4G MEF2A ZEB2 ZNF141 TBRG4 CBFA2T2 EP300 ETV6 POU2F1 BRCA1 CHD2 IRF2 EN2 LRRFIP1 ADRA1A KDM4A PHOX2B TRIP4 NR3C1 JUND TSC22D1 IRX5 FOXN3 SIM1 TBX4 SMARCA5 JADE3 ARNT NSD2 KLF7 PROP1 ZNF177 GRM1 POU3F4 PIK3CG APLNR ZFHX3 MODULE_124 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_124 CDKN1C DUSP6 FGFR1 DUSP2 CXCR4 PLK1 PTTG1 CDC25B CCNB2 IGF2BP3 UBE2C CCNB1 MAD2L1 CDK1 RCC1 CCNA2 NOLC1 CCNG1 CDK2 PPP5C RO60 CORO1A CSTF3 E2F3 WEE1 POLR2K GTF2E2 GTF2A2 POLR2J CELF2 E2F1 CDK6 DDX11 NDC80 RRP9 CCNE1 NFKBIB KIF2C DUSP4 RBM4 KHDRBS1 RBM3 HNRNPA2B1 SSB PABPC4 ACTL6A HNRNPF SMARCC1 HNRNPUL1 HNRNPL CCNA1 HNRNPDL HNRNPU CCNG2 MAD1L1 RAD21 NCAPD2 KNTC1 CDC7 CDK4 KIF23 BUB1 BIRC5 KPNA2 SMC2 CDC25A BUB3 PHB2 GTF2F2 MAZ TAF6 DR1 CDK7 NEK4 GFI1 THOC1 TBP POLR2D EMG1 KIF22 ELL CUL4A TBRG4 SMARCA5 ZW10 TFAM CDK2AP1 TAF1A CHERP SNAPC5 POLR2I RBM6 CUL2 DCTN2 TCEA1 CDK3 MODULE_125 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_125 S100A11 FEN1 CHAF1A POLD2 RRM1 TOP2A RRM2 PCNA MCM3 MCM6 SSBP1 CDK2 RPA1 NAP1L1 POLA1 CENPF RFC4 RPA3 RBBP4 TERT DDX11 RPA2 ORC1 PRIM1 CDC45 RNASEH2A RFC3 HMGB1 BLM RFC2 LIG1 POLE2 TOPBP1 CDC7 GMNN CENPE CHAF1B RFC5 POLD1 PRIM2 LIG4 TENT4A POLE BRCA2 MODULE_126 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_126 PECAM1 MYC FLNA ITGB5 TNFRSF10B CD151 ANGPT1 MGLL FEN1 PIR CKS2 YWHAE TPX2 CCNB1 CDK1 RRM1 RCC1 PAICS FOXM1 CSE1L CDKN3 CCNA2 PCNA GMPS RCN2 NOLC1 IRAK1 UNG CCND3 PPP5C TFDP1 COPS2 SHMT2 IARS2 APEX1 ITGA3 ITGB2 LMO2 MNDA CYP2B6 MAPKAPK3 PTPRN2 MB CSNK2A1 CENPF RFC4 RPA3 UMPS MSH6 ADSL ITPA GCHFR CLPP HDDC2 DENND3 CD99L2 FAM234B PRKCB ETV5 E2F1 HDGF CLEC11A FOSL1 PPIF PCDHGC3 PTPN7 MYB ATF5 GLA BLMH GART RFC3 ADK IMPDH2 ATP5PF PCDH1 UBE2T FCGR1A TNFRSF21 CD180 RAN BZW1 ILF2 MAPK12 ASPH BIK MKI67 CCNA1 SLC20A1 KHSRP LINC00160 EDN1 ABCC1 MGST2 IFNGR2 NOX4 PPAT NMRK1 HMGB2 MELK SLC25A5 CDK4 TUBA1A CENPE BUB1 CKS1B POLQ ASPM CCNE2 AURKA ODC1 MTFR2 CTPS1 CMYA5 SMC2 ACTG1 HDAC2 CDC25A DBF4 PRMT1 NME2 C1QBP EIF3B MECOM EIF1AX FBXO5 ANGPT2 PDXP ANKRD6 MMP12 ULBP2 TUBA1B PANX2 HSP90AA1 MIF DYRK3 SLC2A5 GCC2 GPX1 A2M ZNF347 YWHAG PHB2 NME4 DAP SEMA3B TAF1D ARL8B SLC25A22 GTF2F2 MAFG GFI1 MYO1E ARPC2 ELAVL3 SIDT1 NEK6 CCPG1 SLC43A3 CAMK1 MAST2 HASPIN SLC25A33 HSPA5 MELTF NCAPG2 CDK5 AKAP10 ETV4 PLPP1 ZFAND3 YIF1B SMYD1 DUT DUSP3 TCF3 TIMM44 PPEF1 WDYHV1 NOMO1 EDEM3 COA7 METTL9 MODULE_127 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_127 SATB1 H2BC21 H2AX CHAF1A CBX1 CENPA HAT1 BMI1 NAP1L3 H2BC12 H2AC6 H1-2 EZH2 H2BC13 H2BC11 H2AZ1 CHAF1B H2AC8 H2AC18 H1-0 H1-1 NASP SETDB1 H1-10 BRCA2 KAT6A MODULE_128 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_128 CD14 DAB2 MYLK PDGFRA VWF IL1R1 FN1 ITGB5 SRRM2 PDGFRB IER3 CD151 CCND2 LGMN CCN1 CXCL12 CCL2 TIMP2 PCDH9 S100A4 CCL21 TIMP3 MGLL CYP1B1 FADS1 THBS1 MMP1 GJB1 DLC1 CCL18 GBP1 MMP9 FCER1G CYP27A1 AIF1 CCR1 ITGB2 CYBB CCL5 LMO2 IL32 FCGR2A DAPK1 FCGR1A HLA-DOA IL2RB C3AR1 CXCR6 CCR5 FPR1 CCR2 SPARC CTSL MAPK12 TNFAIP6 CCL11 CCL14 FTH1 TBC1D8B EARS2 DES DCTN3 CDH13 MMP2 VCAM1 GNLY GZMK GBP2 IFITM1 IFITM2 CXCL9 TIMP1 IFITM3 TYROBP GAS6 FAP VIM IFI30 LAG3 CD63 GPX1 LYZ PLPP3 A2M CEBPD APOL3 CPM KCTD12 HBA2 CSF1R FTL BBS2 CTSB VMP1 TNFSF13 NXPH3 ZNF347 MODULE_129 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_129 SLC16A4 FILIP1L TSPAN7 MDK RNASE4 DPYSL3 PEG10 MYLK CFH ALDH7A1 ITGA6 THBS2 SFRP1 GADD45G FGFR1 GNG11 TPM2 RNASE1 LGMN SMTN GAS1 PDGFRL AKAP12 TNC DBN1 IGF1 LOXL1 ABLIM1 TRO LDOC1 SCHIP1 PCDH9 FKBP1B RGL1 ADH1B NPY IGF2 MX1 PCK1 SPP1 LEPR ARHGEF10 CYB5R1 ARHGDIG DNAJB2 JCHAIN EFEMP1 MYO10 SMAD3 RAC3 MARCO GRK5 CD52 MRC1 APOC1 EFNA1 SFTPC NKX2-1 ALOX5 CYP2B6 CEACAM6 PRR4 P4HA2 TSPAN1 PROM1 UPK1B ETFB IL1RAP PSPHP1 CDKN2A PLCB1 PSPH ARSB NRP1 HRAS ARHGEF4 SERPINI1 PDE2A MAPK8IP2 BAIAP3 PLXNB1 CRMP1 B4GAT1 SETBP1 GRIN1 GALR3 GPRC5B GPRASP1 KMT2A TUSC3 KHDRBS3 FOXO4 RALGPS1 WASF3 NOVA2 MTSS1 FZD7 TRIM9 NAP1L3 BCL9 ETV5 IFI44L COL11A1 NRG1 TNFSF12 CD3D BCL2L1 H2BC11 GULP1 KDM5D INHA PCCA PAPSS2 FETUB SLC22A1 SERPINF2 SLC10A1 BCKDK BBOX1 DOP1B KIR3DL1 FOLR2 HBEGF PTPRM PRSS12 CD247 PTPRE UNC13B EPHA7 CNR2 CD27 CHRNB2 OAS1 ID4 CCL17 LTB CEACAM1 ME3 ZNF821 BCAR3 COG5 TCFL5 LPIN2 PIAS3 CBY1 AMY2B SLC7A8 CGA TOB2 ING1 TXN2 LAMA3 IFIT3 GZMA GZMK LILRB5 FGF7 IL9 MGST3 AFP EML1 KCNK2 ZNF365 C22orf31 GPC4 CRYGA HDAC9 KCNA1 GPKOW ELOVL6 GAS8 RGS13 SLC6A1 GRB14 BMP2 PDYN INHBB TPST1 ARL4D VLDLR RFX2 SLC25A16 SEMG1 KCNB1 DLX5 MMP13 NAT2 BCHE TULP2 C14orf132 CLEC4M CRHBP CTNNA2 SCRG1 MYH8 UGT2B10 KCNS1 SSPN ATP1A2 FZD1 B4GALT5 CASK NOL4 SYNE2 ZP3 HPX NT5E RDH11 GATB SYT17 FADS3 FAM50A TMEM8B DPAGT1 CELSR1 TCTA ZNF593 B4GALT4 ST3GAL1 MODULE_130 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_130 CD55 C1QB CFH C7 CFHR1 C1S C2 CFB C5 CFI SERPING1 C4BPB C1R C8A C4BPA C1QA C4B C3 CR2 C6 CLU C9 C4A MODULE_131 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_131 PLSCR1 VWF F13A1 SERPINE1 PLAT PLAUR F3 FGB F2 C4BPB PROC PLAU SERPIND1 F12 MST1 FGA F10 SERPINC1 PLG THBD ADORA2A ITGB3 EFEMP2 ANXA8L1 FGG CD59 IL11 F8 ITGA2 TFPI2 MMRN1 NFE2 ANXA5 MODULE_132 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_132 GPX3 GSTA4 NCF2 GSTA2 GSTZ1 GSTM5 GSTM4 MGST2 NCF1C MGST3 GSTA3 SOD1 GSTM2 GSTP1 MODULE_133 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_133 DARS1 CARS1 KARS1 NARS1 AARS1 SARS1 YARS1 QARS1 GARS1 IARS1 HARS1 EPRS1 VARS1 TARS1 FARSA MODULE_134 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_134 EDNRA CXCR4 CCR1 HTR7 CX3CR1 GALR3 EDNRB ACKR2 CCKAR CCL13 C5AR1 NPY1R C3AR1 CXCR6 CCR5 BDKRB2 FPR1 CCR2 FPR2 AVPR1A GP1BB CXCR5 OPRK1 OXTR NTSR1 GPR17 HCRTR1 CCR4 NPY5R MAS1 MODULE_135 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_135 CYP1B1 CYP4B1 CYP27A1 CYP2B6 CYP1A1 CYP2A6 CYP2D6 CYP27B1 CYP2E1 PAH HMOX2 CYP11A1 FMO4 CYP2C18 CYP2C19 FMO3 CYP2C8 CYP2J2 CYP4A11 CYP3A4 CYP3A7 BBOX1 NOS1 CYP26A1 CYP11B2 MODULE_136 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_136 COL6A3 KRT19 GSTM1 PPP4R2 CITED2 GJA1 ITGB5 ACKR1 NFIL3 CLEC2B FOS IFI27 SLC43A1 ADIPOR2 STAT3 MSX1 RABGAP1 SV2B CHL1 CDH5 TBC1D9 UGCG PKIA MYBL2 TMED3 CCNG1 DEGS1 PTX3 SMAD3 MRPL47 IMMT UBE2J1 PLAAT4 GPSM3 F3 DPYD ITGAM CXCL8 TYMP PROM1 EGFR CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 ZBTB7A CD8A CYP2A7 DDX17 ELOVL2 SLC11A2 TMEM97 RFX7 AC004151.1 SOX1 SCARA3 BAIAP3 DCLK1 ELMO1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZKSCAN7 S100A5 MYEF2 SDC3 CSF1 DDX11 MXRA8 SF3A1 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HYAL2 FURIN ENPP1 GSTZ1 ALDH1B1 RXRA SCD CLUH NXPH4 ECEL1 KLHL41 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 FPR2 MST1R EPHA7 SELP TNFRSF17 RNASEL PTPRF SLC9A6 EEF1D ELOB TUBA4A MAPK4 SLC19A1 NGF CD9 ART3 RFC2 DYNC2LI1 BARD1 PDE4D PHF3 DHRS12 AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 PPP1CB XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 BCR CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 TRIM14 PCED1B LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 MAP4 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P HNRNPU LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIO3 DIRAS2 COQ8A PTGS2 MTTP CIP2A CMTM6 ESPN PTPRT BPTF POLDIP3 LDAH GALNT3 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 NELFB NUP58 PDCD6 CTSZ NXF1 YWHAB SENP1 PCSK5 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 SH3BP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 GREB1 STRIP2 MED25 FAF1 BRAP PCGF1 GLT8D1 WRNIP1 PPIL2 CCDC90B POGLUT2 TRIM7 ZNF638 ZMAT4 SOX21 MMP14 ANKRD1 CCNH TMEM248 UTP11 LMO7 C19orf73 ALDOA HS1BP3 MBD5 CPNE1 HACD1 DHODH EPS15L1 SLC17A8 BSDC1 MED14 PDCD2L LHPP SLC26A8 NMT1 MAGEL2 MICALL1 ZFP41 TNFRSF13C PRDM1 RARB LRRC4C CYP2B7P PITPNC1 FMN1 SPAG9 SFT2D3 DCANP1 REPIN1 FAR2 HOXC4 MAP1S EDN1 CENPK ZNF202 CEP55 NACAD CAPRIN1 MYH1 IGKC GSTM4 POU6F2 KLF13 ZGRF1 EFCC1 ACSBG1 KIAA1522 NOL7 RHPN1 PAPOLA METTL22 ZMYM6 HSD17B12 GATA3 PDCD5 BHMT2 GPR68 TRMT6 ISCU OBSCN PNPLA2 CCDC134 GEMIN4 CLCF1 OR2A1 MAP6D1 DDX60 P4HTM SYCP2 RBM7 CD1A THEG AGAP2 RALGPS2 VAV1 IL1A ERMN ACSM5 FOSL2 IFT80 ZNF107 SLITRK1 QSER1 ITM2C ABHD17C SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN DNAJC12 ZNF292 AC022966.1 SNRNP25 PLEKHM2 CAAP1 WSB2 APTX PRPF39 CNKSR2 THUMPD1 AURKAIP1 SLX4 USP30 ELSPBP1 DIAPH2 RBAK IWS1 KIF18A LY9 SIN3A MLYCD CDH23 DPH5 TM9SF3 TRUB1 GOLGA5 NOP56 DNAJA1P5 UNKL MODULE_137 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_137 SYNE1 FBXL7 LMO4 GPC3 TSPAN7 MDK MTUS1 ALDH1A1 DPYSL3 AMT GATM GSTM1 C1QB IGFBP2 AQP1 SLC2A3 CHGA PEG10 ENPP2 MYLK ITGA7 SGCE ITPR1 TYRO3 SELENOP PDGFRA PER1 COL6A2 PPP4R2 ALDH7A1 AKR1C1 EFS GNG12 ITGA6 MYH11 SRPX THBS2 UBXN1 GJA1 RGS5 GPX3 SFRP1 CDKN1A TMEM47 GADD45G FGFR1 SOX4 GABBR1 FAT1 RAB31 IFIT1 FXYD1 CPE FOS NCALD COX7A1 ADIRF RNASE1 CCND2 EPHX1 CLEC3B IGFBP3 NR4A1 APOE RBP1 TSPYL2 IFI27 IGFBP6 DLK1 ZBTB20 SNCG DBP RHOB CRYAB NUPR1 SOD3 MAOB CDH11 SMARCD3 ORM2 TNC DBN1 ITM2A SLC23A2 ABLIM1 GET1 CHST15 NID2 CACNB3 SLC39A6 GSTA4 PKD1 TCEAL4 TRO BMERB1 TFAP2B NCAM1 GFPT2 WDR7 AHDC1 EFNA2 LDOC1 MAPRE2 RASSF2 SCHIP1 RGS1 L1CAM PLAAT3 MLLT11 PCDH9 SNAP25 CHGB PTN SOX10 FABP7 RCAN2 OLFM1 CRABP1 DYNC1I1 SCG2 SV2B LIPA CADM1 ALCAM DNM1 FADS2 FKBP1B SNAP91 RTN1 ENO2 KIF5C CHL1 NPY CLIP3 DDX3Y PTP4A3 LPL SYT1 INSIG1 ANGPT1 TIMP3 CD24 ABLIM3 ACSL1 ALDH1A3 EPB41L3 ANK3 ADH1A PCK1 TSPAN8 SPP1 H2BC21 GAP43 STMN2 PTGDS MAOA NEFL PLP1 SERPINA3 SST CLDN5 BCAS1 APOD SYNGR1 ATP6V0A1 EEF1A2 THRA CYB5R1 ARHGDIG TLE1 NTRK2 DNAJB2 TBC1D9 QDPR VSNL1 NEFM MBP TLE2 TRIM2 MEGF9 S100B ATP9A PCBP4 ZIC1 STMN1 RND3 PKIA CDH2 MYO10 GJB1 EIF4EBP1 PRPF19 SNRK RGS4 KRT4 RAC3 EPAS1 UBE2D1 NRGN PRB4 LDB2 CACNA2D2 HMOX1 ST6GALNAC4 PPL VCAN AQP4 WFDC2 DMBT1 SERPINA1 ABCA3 F3 ANOS1 WIF1 LMO2 APOC1 CORO1A KLHDC3 HPR NEBL APOC4 COL9A3 ELF3 CLDN10 ZIC2 SLC9A3R1 MAT1A CRYM SOX9 FGFR3 TRPM2 CYP2F1 DUSP5 PTPRN2 KCTD17 HSPA2 CHRNB1 CHST1 DKK4 STK39 FZR1 AANAT HAGH FAM107A NRXN1 DVL1 MPP3 MEF2C PPP3CA PAX6 SYT5 GNG4 GNG7 DPYSL4 TAGLN3 RUNDC3A MLC1 HTR4 EDA NRG2 C5orf30 RASL10A CBLN1 SLC22A18AS TBR1 ACTL6B FAM214B PTPRD SIX6 ATP6V1G2 PSPHP1 FGB CSRP2 AGT DDX17 BTBD3 ALB PLCB1 ALDH4A1 ATP6V1D KIF21B KCNJ4 HRAS C3 CARTPT TM7SF2 CX3CR1 APLP1 CA12 SCN2B GAD1 ARHGEF4 VGF DTNB MAPK10 MAPT SERPINI1 SLC17A7 CACNG3 SNPH PDE2A MAPK8IP2 NPTX1 COL9A2 STX1A BAIAP3 RGS7 GABBR2 PLXNB1 EPN2 PCP4 CRMP1 B4GAT1 LY6H DCX GABRB3 CKMT1B SETBP1 RIMS3 GLRB PCSK1 KLK6 CA11 ZBTB16 RIMS2 MAP2 GRIA2 NNAT EPHA4 FOXG1 CHN2 GNAO1 NECAB3 FGFR2 TMSB15A CALB2 CCK ELAVL4 MEIS2 APBB1 PTPRN PSD GRIN1 NOVA1 SV2A GALR3 DCLK1 SORBS2 CBR1 NCAN PHYHIP PRSS2 AMPH GPRC5B SCG5 PENK ABAT PLCH2 GPRASP1 CABP1 CA2 ELMO1 ARNT2 TACC2 SCAMP5 PAX4 DPP6 CNTNAP2 KMT2A TRPC4AP ELAVL2 SNCB CDH4 PDE4B NECAP1 SPOCK1 TUSC3 OMG APBA2 MT1G FAM131A TIMM17B PALM KHDRBS3 MTHFR FAT2 STOML1 FOXO4 MAGI2 RALGPS1 PTPRO ABCC8 ST18 UBL3 FGF9 PRPF6 PARD6A GUCY1B1 POLR2J APC2 ATP2B2 MAP7 WASF3 SLC1A6 SLIT1 ELAC2 CFAP410 MXD4 KYAT1 CACNA1A DUSP8 EFNB3 SPTBN2 ZBTB18 CBX6 CALB1 NOVA2 ST3GAL5 RBMS3 SCO2 MYRF RPH3A SSTR2 CNP PRKACB PRKCZ NEO1 SULT4A1 ATP1B2 HSPA13 FEV PTK2B CELSR3 SPHK2 LGR5 PLXNA2 PLEKHB1 TMX4 MTSS1 EDNRB BICD1 TUBGCP4 EVI2A ITPKA FEZ1 IQSEC1 FZD7 PSG7 TRIM23 BCL11A KCNK1 GPM6A NEURL1 TRIM9 RYR3 BIN1 DLG4 POMZP3 CTSF SLC1A3 SH3BGR KAT6B CELF2 TSPYL4 CDK18 LZTS3 AC021066.1 EXD2 CSPG5 SCN1B ACSL6 PITPNB CEP135 RNF144A ABCC5 RUNX1T1 INPP1 GRIK5 RND1 RSBN1 CDH22 PRKCB STAT2 CORT AAK1 TENM4 NAP1L3 MTMR9 KIF3A LARGE1 NFYC RHBDL1 BRD4 GABRG2 RAB11B SH3GL3 TMCC2 LHX2 TNF ARC CSH2 KCNA5 BDH1 STXBP1 PRAME QPCT KDM5D FOLR2 ROR1 FRZB GRIK1 RPS4Y1 HBB SPOCK2 UCHL1 TF CGA PFKFB4 HTRA1 CKB CEL PHLDA1 TNFRSF6B ASIC1 SLC6A3 LAMA2 THBS4 INHBB CITED1 DIRAS3 SEPTIN5 INSM1 DGCR2 SCRN1 RELN ATP1B1 ARMCX2 SPARCL1 PARM1 KRT17 AKR1C2 TTLL1 ZP3 ASCL1 PQBP1 MODULE_138 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_138 MYL9 EGR3 MYLK ENG PDGFRA CNN1 CDH11 DENND2B ROR2 GDF15 PPP1R1A ERF RGS4 PPP5C SMAD3 TARBP2 GRK5 CSF3R MAPKAPK3 COL9A3 LTF MAT1A ACR AGXT KLK6 CBR1 WASF3 POMZP3 SLC6A11 DEFA1 CRYBA4 HTR6 SLC1A4 ORC1 NRG1 TBXAS1 RAD54L CP FOLR2 HBEGF CHRNA2 BDKRB2 IL15RA VDR FZD2 ETS1 HNF1A DELE1 DRP2 CASP9 DHCR24 AOAH SAA1 CXCL11 FAP GPKOW TROAP DNTT PRKCQ FXYD3 THBS4 DGCR2 S100A1 VIPR2 EYA2 TNNI2 ARHGAP35 ZNF212 PWP2 P2RX4 TRIO SNX19 TOB1 HLX CDK10 SKIV2L BMP7 FMO1 MYO5A MC1R MAPK1 XPA CRADD DHX8 ZFR HOXB5 EXOSC9 MODULE_139 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_139 KRT19 CCN5 RHOB BCAM CYB5A BLVRB ERBB3 KRT18 FBP1 EPCAM MUC1 AGR2 CLDN7 SCNN1A NEBL CMAHP CLDN4 CDH1 ELF3 SLC9A3R1 TNFRSF25 ARHGEF16 B3GNT3 RASL10A OCLN C4B ST3GAL5 BDH1 MAGEA2 ANXA9 KRT8 TP53I11 CRABP2 SFT2D3 GATA3 GCA PKP3 TFAP2C GSE1 PDGFB CYBA VAV3 AIF1L PRLR UCP2 ICA1 ARHGEF5 SELENBP1 TJP3 SPINT2 IRX5 SYT17 BMP7 RERG SYT12 TRPS1 TPD52 PRR15L FOXA1 UBXN6 GPR160 MAL2 MYO6 MSX2 NSUN7 MAN1A1 ISY1 SULT2B1 MLPH DPYSL5 SYTL2 ANKRD50 ISOC1 MSI2 RAB26 RGCC NUP210L SLC4A10 MNX1 MODULE_141 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_141 SLC12A2 GLRB GABRG2 CLCNKA GABRA1 GLRA1 GLRA2 SLC26A3 GABRA2 CLIC2 SLC34A1 SLC12A3 FXYD3 VDAC1 GABRA6 GABRA5 MODULE_143 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_143 HLA-DOB B2M HLA-DRB5 HLA-DOA HLA-DRA HLA-A HLA-C HLA-DMB HLA-G HLA-B HFE HLA-DRB4 HLA-F HLA-E MODULE_145 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_145 IGHM GABBR1 PNRC1 DBP CD200 CD24 MX1 CXCR4 CDC25B PTX3 PALM2AKAP2 FGR IL4R TAP1 TNFAIP2 ALOX5 ARHGAP4 ATP2A3 TCL1A COL19A1 TMEM97 NTRK3 PDE2A PTPRO CTSF LZTS3 ABCC5 TCF7 DEFA1 ITGB7 TP53 FAM53B BCL2 DPEP2 CD5 ROR1 FCER2 CNR2 ZFP36L2 BLK USP2 PORCN SOX6 IL1R2 NME1 DIRAS2 MED25 CAPRIN1 BMX IRF8 TRDD3 FCMR IL24 ST7L TXNIP HDAC9 TTLL2 KCNA3 BIN2 VANGL1 RUBCNL COL4A4 CACNG4 PTCRA FOXP1 KIAA0753 TXLNGY HVCN1 UNC5D NEK11 BANK1 MED12L UTY SPINT2 MECP2 FADS3 MARCHF1 BACH2 DGKD AMD1 FCRLA SPPL2A PRMT3 CMKLR1 SPON2 CTLA4 FCRL1 SLC24A3 SHC2 RAPGEF6 FCRL2 RCSD1 RSAD2 ZFHX2 RABIF SEL1L HMGN3 TOR1B SLC27A5 MED29 ZNF395 TP53I13 HSD17B11 G6PC3 MAP3K11 XIRP1 ICOSLG PCSK4 NCOA3 ODF2L MODULE_146 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_146 ACKR1 EDNRA PDGFRL NPY CXCR4 CALCRL PRB4 CCR1 CHRNB1 PTH2R RRH HTR7 HTR4 ADRA1B HTR2B CX3CR1 GALR3 SSTR2 EDNRB ADGRL1 DRD3 AVPR1B ACKR2 CRCP S1PR2 CHRNE GPR3 CCL13 HTR6 ADGRE1 S1PR4 HTR3A GPR183 PTH1R AGTR1 PTGER3 GHRHR GPR39 C5AR1 ADRB2 CHRNA4 LANCL1 VIPR1 NPY1R GPR182 C3AR1 PRPH2 CXCR6 GPR65 ADRA2B P2RY14 LPAR6 CCR5 BDKRB2 FPR1 CCR2 HCAR3 FPR2 AVPR1A P2RY10 TACR3 GP1BB LPAR1 CXCR5 NPR3 CCR8 CHRNB4 OPRK1 OXTR CNR1 ADRA2A ADORA2A NPY2R PTGER2 OPCML PTGFR GPR171 HCRTR2 P2RY6 PTGER1 ADRB1 GRPR GPR75 ADCYAP1R1 FZD2 GP1BA HRH1 CHRM1 RGR GPR17 CCR3 CCKBR HCRTR1 GNAT2 FPR3 LTB4R OR2F1 F2RL2 ADGRB3 HTR2C OR10H3 GPR1 MODULE_147 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_147 CD14 GATM TBC1D2B IL1R1 DLK1 THY1 FKBP1B TNFRSF14 NTRK2 FADS1 PLAUR PPP4R1 CTNNAL1 LYN TGFB1 TAGLN3 ADA TMEM97 MAPT KLK6 PPP2R5D CD40 ME2 LSM14A CCN3 ACACB RHAG PSMD2 RPLP2 R3HDM1 EFTUD2 NPRL3 SLC20A1 NF2 MARCKS CBY1 NUP54 DHODH PRDM1 HOXC4 SMYD5 NINJ1 PRSS3 GABRA2 GATAD2A CKB BMP2 ZNF667 ROPN1 ITGA8 RNF4 RPL10 PTMA SLC25A16 ZNF217 SETDB1 GPER1 PNLIP ELL EXOSC4 MECP2 LIMS3 LEAP2 AUP1 PCGF3 CHORDC1 LIMCH1 TRIM4 NNT TXNDC16 ALG12 EID1 SLC25A37 CLIC4 KLHDC10 DBNDD1 TRAF6 MYLK2 PLPBP VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3-3B RXRB IFT88 CC2D2A PIF1 THOP1 TRAM1 NCK1 CHRNA1 MODULE_148 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_148 PTGIS PTGDS ALOX5AP HPGD ALOX5 AKR1C3 ALOX15 CYP4F3 ACOX1 PTGS2 ALOX15B LTA4H PTGES MODULE_149 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_149 SEC11A EEF1A2 SRP19 SRP54 EIF3I SRPRA UQCRB EEF1G EEF1D SRP9 EIF3G EEF2 EIF4A1 EIF4B PABPC1 EIF3F EIF1 BZW1 EEF1A1 EIF3E EIF4H EEF1B2 EIF4A2 EIF3H EIF3C EIF5A EIF4EBP2 EIF3D EIF4G2 EIF6 UQCRFS1 UQCR11 EIF3B UQCRC1 UQCRC2 HSPB1 SEC61A1 MODULE_150 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_150 EEF1A2 EIF2S3 EEF1G EEF1D RPLP1 SRP9 EEF2 RPLP0 RPLP2 EEF1A1 ELOC EEF1B2 TUFM ELOB EFTUD2 MODULE_151 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_151 SRGN GADD45G CLEC2B CPQ ADIPOR2 CHPF SEC11A GYG1 FUCA1 DDX3Y STMN1 SNRPB2 PNP HPRT1 PSMA4 FDPS CTSC PCNA RCN2 SRSF2 STAU1 COX7B VBP1 SSBP1 SNRPC APRT LSM3 METAP1 EIF3I ACTR2 NAP1L1 RHOG AIF1 MNDA CES1 IL2RG CST7 MAPKAPK3 NDUFB7 MB ECI1 M6PR ETFB ZMPSTE24 LRPPRC SDHB BLOC1S1 RBCK1 SRSF7 GTF2A2 GSN HSPA8 CBX6 PYGL RRP9 ZNF451 IMPDH2 NDUFB1 NDUFV2 NDUFA4 ATP5F1E NDUFS4 ATP5ME ATP5MC3 ATP5PF ATP6V0E1 NDUFAB1 ATP6V0B ATP5MF NDUFS5 NDUFA1 ACAA1 UQCRB EEF1G LGALS3 B2M HLA-A HLA-C PSMD10 PSMB4 PSMD6 PSMD8 PSMA2 PSMB1 PSMA6 RPS19 RPS20 RPS23 RPS4X RPS16 RPS13 RPS24 RPS10 RPS4Y1 RPS25 RPS2 RPS27 RPS28 RPS15A RPS3 RPSA RPS21 RPL31 EEF1D RPLP1 SRP9 RPL19 NPM1 EIF3G EEF2 TRA2B RPLP0 RPL17 EIF4B RPL6 RPL9 EIF3F SNRPE RPL8 RPL29 RPL35 EEF1A1 NCL RPL18 RPL7A EIF3E RPL27A RPL23A RPL12 PCBP1 ELOC RPL15 SNRPG RPL21 RPL18A RPL38 RPS11 RPL7 SNRPD2 EEF1B2 MSI1 RPL11 EIF3H ELOB RPL24 RPL32 RAD23A RPL26 RAB10 ABCC1 AP2S1 OAT ECH1 PRDX6 ACADM ALDH9A1 COX5B COX7A2 MDH1 LDHA IDH3B PKM COX7C COX6C UQCRFS1 CYBA COX6B1 TPSAB1 BST2 PLTP SLC25A5 PLP2 LBR PRDX4 PRDX1 SNRPB TPI1 GAA NME2 UQCRH UQCRQ UQCRC2 ATP5F1B PPA1 CD63 INHBB UCP2 GPX1 LYZ RPL4 HINT1 TIPIN RPL13A SEC61B RPL28 NACA RPS5 RPL36AL RPL14 NDUFAF7 RPL23 CDC37 PPIB UBA52 RPL10A RPS3A RPS27A RPL10 RACK1 CIAO2A ARPC3 UBL5 YWHAG RPL34 RPS9 CNPY2 CCT3 ERP29 NSA2 ZFAND6 BCAP31 GNG10 ZNF525 PRELID1 DAD1 CAPNS1 RPL27 DYNLL1 GRHPR RPL13 MRPL33 IMP3 PHB2 HSBP1 RPL35A ZNHIT1 MTPN STRAP RPL36A MRPS18B VDAC1 SPG21 CANX FKBP2 NME4 PTMA MYL12B NDUFA13 DAP HIGD2A RNASEH2C SOD1 ATP5MPL RPS27L CHMP2A MAGT1 P4HB EIF3M CCT8 KPNA4 RPL39 RSL24D1 TMEM59 SEMG2 BTF3 MRPL21 EXOSC7 CDC40 LSM5 ATP5IF1 PIH1D1 CARD19 PFN1 UXT GPX4 COMT TAF7 ZFP36L1 ARPC2 ARMT1 EIF3K CNIH1 CLIC1 MFSD1 ARPC1B ZNF706 CSNK2B FABP5 BEX1 RBX1 MACROH2A1 APMAP SNX6 TMEM230 CCNDBP1 ECPAS DHRS7 GABARAPL2 MYL6 EDRF1 KRT24 RTRAF TPD52L2 MRPS24 SF3B5 RB1 EXOSC4 GABARAP MGST1 DPP7 C19orf53 CIB1 XPNPEP1 WDR83OS RPE DPY30 ERRFI1 TPRKB MODULE_152 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_152 AMT COX7A1 MAOB SLC39A6 SCP2 ATP6V0A1 ECHS1 COX7B SSBP1 MRPL12 ABCF1 MRPL3 NDUFS2 NDUFA9 NDUFS6 ALAS1 NDUFB7 AGXT SDHB CLPP DECR1 CLN3 ATP6V1D CKMT1B TIMM17B BCKDHA NDUFB1 NDUFV2 NDUFV1 ATP5F1A NDUFS3 NDUFS8 NDUFA4 ATP5F1E NDUFS4 ATP5F1D ATP6V1G1 ATP5ME ATP5MC3 ATP5PF ATP6V0D1 ATP6V0E1 NDUFAB1 ATP6V0B ATP5MF NDUFS5 NDUFA1 ATP6V0C ATP5PO ATP5PD NDUFB3 ATP6AP1 NDUFB8 NDUFA2 NDUFB5 ATP2C1 NDUFB10 NDUFA3 ATP5MC1 NDUFA7 NDUFA5 NDUFA6 PCK2 UQCRB SUCLG1 GOT2 ACADVL GLUD1 FH GCSH ECH1 IDH2 PCCB COX5B COX7A2 IDH3B COX7C COX6C CYP11B2 CYCS UCP1 UQCRFS1 SLC25A3 CYBA UQCR11 CYC1 COX6B1 COX8A SLC25A5 MTHFD2 GATD3A UQCRH UQCRC1 UQCRQ UQCRC2 SDHD COX6A1 COX17 ATP6V1B2 ATP5F1C SURF1 COX5A COX4I1 ATP5F1B ATP6V1F ATP6V1H SDHA ATP6V1E1 TOMM20 VDAC1 NME4 ATP5MPL PRDX5 GPX4 HADHA BNIP3 MGST1 TRAP1 LACTB HSPE1 BNIP3L HAX1 HADH ACAA2 MODULE_153 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_153 COL1A1 EMP1 WAS KRT15 KRT14 KRT5 DSP KRT6A EDA GJB5 TFAP2A ALDH3A2 ATP2C1 COL7A1 PROX1 SCEL KRT13 SPRR1B EVPL CRABP2 LCE2B LAMA3 CCN2 PLOD1 HOXB13 KRT17 KRT6B KRT1 KRT16 LAMB3 FABP5 LAMC2 S100A7 SNAI2 MODULE_154 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_154 TM4SF1 AKR1C1 ITGA6 CAV2 DUSP6 CAV1 SERPINE1 PTPRK DST ALDH1A3 S100A8 MAOA ITGB4 S100A9 CXCL1 AKR1C3 KRT5 SERPINB5 TP63 S100A2 TRIM29 PI3 CSTA GPX2 BARX2 AREG CA2 FBN2 SPRR2C GJB5 EFNB1 SERPINB2 COL7A1 CALML3 ADRB2 GABRE KRT13 SPRR1B LMTK3 PTGS2 MMP14 ANXA8L1 CYP26A1 LAMA3 SAA1 TENM2 DMRT2 CLDN8 FXYD3 HAS3 KRT17 KRT6B KRT1 FGFBP1 FASN F2RL1 CDH3 KLK10 TFPI2 LAMC2 COL17A1 LGALS7 EIF2B3 ANGPTL4 PGAP4 PTHLH LIPG PPP1R14C KLK5 MRAP2 ROPN1L KLHL13 DSC3 B3GNT5 CSF2 MODULE_155 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_155 CCT6A VBP1 SSR1 TNPO1 TOMM34 LRPAP1 HSPA8 DNAJC7 CCT4 BAG3 AOC1 PPIC KPNA2 FKBP1A ERP29 DNAJA1 KPNB1 HSPE1 PDIA6 PDIA5 HSPD1 KDELR2 SSR2 ATF6 KDELR1 MODULE_156 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_156 IGHM PTGIS COL6A1 EVI2B AP2A1 PLAGL1 RGS5 IGLJ3 CACNG4 NUP107 ZNF185 COA8 INTS11 AHNAK NUDT22 WWC3 NEUROD6 ZNF266 MGA PLEKHA1 CRYZL1 NCS1 MODULE_157 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_157 CCL2 CD34 GMPR MME RCAN2 MPZ FGR PRB4 SLA AIF1 CHI3L2 IL2RG S100P ARHGAP4 CFB AZGP1 CYP2F1 CD22 PTPRU NR1D1 CYP2A6 DVL1 ZNF143 VAV2 MPP3 MEF2C FUT3 PHKG1 GNG4 ZP2 KRT6A CEACAM4 RASL10A KRT33B OAS2 TBR1 MYBPC2 STAT4 SLC18A1 MLANA SPTB ITIH4 LIF KCNJ4 NNAT CALB2 PTPRN PSD FEV DLG4 AC021066.1 KRT31 RGS16 ZKSCAN7 PROC CD33 IGHMBP2 SLC5A2 AVPR1B CLCNKA ATF6B SPRR2C FLT1 SLC6A9 FUT7 HLA-DOB CHRNE SLC30A3 EFNA3 PAX8 ADCYAP1 WNT10B TUB ZNF157 KRT2 MYOG TBXA2R RAPGEF5 MPP2 MVK MR1 TNR EDEM1 IRF5 CNTN1 POLA2 SLC9A3R2 CD8B DPEP1 AFAP1 GRM4 CTF1 SMPDL3B PFKFB3 ATP6V1B1 TAF1 STXBP1 HSF4 CSRP3 GOLGA1 MYBPC1 GNA15 P2RX1 KDM5D PDE4A NOS1 NTN3 ABAT MODULE_158 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_158 S100A11 FEN1 CHAF1A POLD2 RRM1 TOP2A RRM2 PCNA MCM3 MCM6 SSBP1 CDK2 RPA1 NAP1L1 POLA1 CENPF RFC4 RPA3 RBBP4 TERT DDX11 ORC1 PRIM1 CDC45 RNASEH2A RFC3 HMGB1 BLM RFC2 LIG1 POLE2 TOPBP1 CDC7 GMNN HMGB2 CENPE CHAF1B RFC5 POLD1 PRIM2 TENT4A POLE BRCA2 MODULE_159 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_159 RAB31 GEM RAB13 EEF1A2 NOLC1 GSPT1 RAB11A EIF4EBP1 ABCF1 RAB5C SRP54 EIF3I RALA ARFIP2 SCG5 EIF2S3 EIF5 GNL2 DHX30 EEF1G RAN EEF1D EIF3G EEF2 EIF4A1 EIF4B EIF3F EIF1 EIF4A3 BZW1 EEF1A1 EIF3E ELOC ARF4 RRAGA GNAS EIF4H TUBB3 KARS1 EEF1B2 TUBA3C RAP1B NARS1 TUFM EIF4A2 EIF3H ELOB RAB14 GTPBP6 EIF3J EIF3C ARF5 EIF5A SEPTIN2 EIF4EBP2 GNAI2 TUBB4B EIF3D AARS1 EIF2S1 ZC3H11A SLU7 EIF4G2 RHOA RIT1 RAB10 ETF1 R3HDM1 RAB5A EIF6 RALB GNA12 RAB2A MX2 RAB27A CDC42 ARL3 RAB1A RAB8B EIF2S2 SEPTIN7 MODULE_160 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_160 CARS1 KARS1 NARS1 AARS1 SARS1 YARS1 QARS1 GARS1 IARS1 HARS1 EPRS1 HARS2 KHSRP VARS1 TARS1 MODULE_162 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_162 SLC16A2 SLC16A4 SLC6A2 EBP SLC6A11 SLC10A1 SLC10A2 SLC6A4 SLC15A2 SLC34A1 SLC6A1 SLC6A3 SLC12A3 SLC17A2 SLC12A1 SLC15A1 SLC24A1 SLC16A7 SLC5A5 MODULE_163 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_163 EMP2 ACTN1 PER1 LUM VWF DHRS3 EGR1 NECTIN2 SERPINE1 HSPB2 VAMP5 STAR DDIT4 CHL1 TSPAN8 BCAS1 NTRK2 USP6 H4C3 UBE2C TMEM106C MAPRE1 EIF4EBP1 SEMA6C SLC39A7 SRP54 STK25 UBE2E1 TYMP SFTPD RBMS1 CREB3L1 PSCA SERPINB5 FOXJ1 KLK11 MYL2 TBXT NRXN1 AHSG NAT8 PHKG1 REG1B SRPK3 CYP2E1 TTC22 CD72 VIL1 FXYD2 TMED5 AQP2 AKT1 PLXDC2 FBXL5 RHOT1 PLA2G12B PABPC3 ARSB GRB2 EGF RBM17 ZNF214 DMWD CDX1 CELA3A NOTCH1 ASAP3 RFX7 LRRC37A ICMT ZNF211 ANKRD26 DENND3 CNBD2 VPS45 SYN1 NTRK3 CD99L2 TNNT1 FAM234B PRRG3 TRAPPC6A TBL3 CA4 KCNA4 HAS2 KIF3B AC004151.1 SNX8 MRPS31 PLCD1 KCNJ4 TOX4 MAPK9 HTR2B IRF4 GSN ADORA1 TXNDC12 MAP1A NRP1 CDC14A AK1 TCL6 SOX1 GPC5 ORC6 NFATC4 ZNF408 TBX5 ETAA1 METTL16 GIT2 FSTL4 TMA7 TMEM40 TIRAP SCAPER N6AMT1 TEX14 CCHCR1 EDN2 ZNF195 HOOK1 HRAS DDA1 TERT BCAP29 DDX39B FEZ2 ZNF175 FAM189A2 CECR2 GLT8D2 TMEM231 TTI1 POPDC2 IL33 DNAJC10 TINCR DNAJC28 ZNF79 NCF2 OPHN1 SYNGAP1 TMEM30A PHYHIP PRKACB CELSR3 BICD1 INPP1 BSN RGS16 HTRA2 CD5L GYPB DSG1 P2RX7 WNT10B LY6G6C FMO4 IFT140 STXBP1 ESPL1 MXRA8 TP53 NDC80 H1-2 RBM42 HIC2 NDUFA2 CCS SPP2 FETUB DAO AKR7A3 TULP1 BHMT SYNPO2L BAAT NXPH4 BBOX1 GALNT13 SIPA1L2 DLGAP2 SEZ6L2 EPB41L4A FOXF2 ARHGEF25 ARMCX5 LINC01549 ERO1B DOP1B STRA6 PPDPF GIMAP5 CLDN14 EEF1G BMPR1B SLC7A9 OR2I1P SLC7A10 LILRA1 GPR182 FPR2 PTPRR EPHA7 P2RX3 HCRTR2 PLA2R1 P2RY6 GRIK2 RPS2 SLCO1A2 SLC26A3 CIRBP EIF3H DSG2 PSG6 ART3 TGM3 BORCS8-MEF2B CPA1 MKI67 ZNF821 WDR46 BPIFA1 SIAH1 TBC1D8B ZCCHC4 C21orf62 CPNE1 EFCC1 BEND5 HPCAL1 NCF1C FCMR STX11 SKAP2 FMNL1 IFFO1 UMOD IL1A PALLD THSD7A SLC25A28 NLRX1 PERP HIF3A ZNF365 TCIM TXNIP SPO11 GCM2 GNGT2 TLL2 GTF3C4 LINC00839 ADAMTS5 XKR4 SYT4 RGS8 COBL WDR75 OTX2 PCDHB15 ADAMTSL1 ACE2 SLC22A2 INVS KLK4 BSCL2 KLHL3 COL20A1 NUSAP1 SPDEF SPACA9 ANKZF1 ADPRHL1 ZNF777 C8orf34 GPRC5C MUCL1 CAPNS2 DPM3 SMPD2 ACYP2 EMSY KLHL25 NOX4 DIS3 GPR35 OTOF GRP HCG4 NLRP12 AJAP1 ZNF462 OAS3 MCPH1 PGLYRP4 FASTKD1 STX1B PIMREG MED15 TMEM200A LRRC8D CDKN2B PPFIA2 C22orf31 SOHLH2 SGSH CPA6 PRSS3 MYBPH FAM199X CPED1 ROBO4 FAM135B PDE5A ERMN BEST3 ASB12 DMXL2 TRPA1 TAFA5 RBM15 SNURF ITIH5 TOX2 ICOS GPC4 PBK GALNT15 KCNV1 S1PR5 SLC22A8 GRIP2 PURG CELA2A GTF3C1 ANO3 EPS8L3 PPP1R13B CSMD3 C11orf74 TSHB DDN PLPPR4 ITLN2 TOR2A SLC52A1 AKAP4 LAMTOR5 POLE2 PGAP3 ADARB2 ZNF343 MEGF11 PCNP HMGA1 NXPE4 TMCC3 KIAA1841 APOBEC1 FAM83D ZNF333 TMC5 MS4A5 SAMHD1 DPF3 CABP5 PRDM10 PAX2 HOXB8 KRT10 TPK1 PPAT ZBTB25 RHO WDR60 RGS14 HOXB13 INMT NFATC2IP MYT1L TDRKH ADAMTS10 BTC SH3TC1 C11orf80 PGS1 CRYGA DUSP27 CYP39A1 MCF2L KCNMB3 MYO15A KMT5C RAB27A TTN HMBS GABRA2 BPESC1 MRGBP REM2 PRR5L KIAA1324 ALKBH3 DRC7 THAP10 SLC66A1L SPZ1 POF1B RP2 ANKRD27 FLNC CCL26 KLHL32 CCDC65 RIPK4 RAD21 UPB1 OSTC FDX2 TAF4B DSCAM KLRG1 KCNS2 ACBD6 CNDP1 ADAT3 PSD2 SCGB3A2 STK32B RAB7B BTBD8 BCAS4 SLC35A5 RTTN ADAMTS12 STK38L CACNB4 C2CD3 HDAC9 NXT2 GPN2 SAG CTPS2 ATP2B3 TOMM22 TGM4 RETREG2 SPRTN TDRD7 SH3RF1 SPINK1 XPNPEP2 FBXO5 KCNJ11 SLC15A2 GRB14 H2AC8 STC2 CRB1 WNT4 CDO1 CASR TGM7 IL17B TLR7 MRPL50 PLXNA1 NPC1L1 ADAM6 PCA3 C4orf17 URB1-AS1 FKTN NALCN KIAA0319 DGCR5 MCOLN3 RIPPLY1 SLITRK5 DYDC2 CLEC3A NPVF FAHD1 SHISA3 POLR3B SERGEF DNAJC30 DGKI PRKAG3 ST6GALNAC1 HCRTR1 IBSP DNMT3B SAGE1 SUSD4 RASL12 CDH10 SLC2A9 SNX10 ADAMTS7 TENT5B MYO16 TXNDC5 TCTN1 MPP4 CAPZA2 BORCS6 ATP10D OR51E2 R3HDM2 UPF3B RANBP3 DLX3 CFAP61 BLOC1S6 AVIL EYA1 MYO3A VAMP8 PCDHGB6 TMEM45A CHFR DOCK1 COL4A4 FGF5 TLX1 SAYSD1 PELI2 SEMG1 MYO15B RAB3C DNAJC22 VWA1 SLC6A16 ZDBF2 NOS2 SRXN1 ZNF649 RAD51AP1 KCNB1 TLX2 KCNH3 ANO10 MYCN PEX11B P2RY1 SLURP1 RBM23 SEMA6B UST PLAAT5 MAPK15 CACNG4 GABRA6 PFAS MYH14 LRSAM1 SPATA31A7 MODULE_164 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_164 COL6A3 CDKN1C ANXA1 SLPI CDKN1A SERPINE1 TIMP2 PTN TIMP3 TFPI PPP1R1A PKIA ANXA2 ANXA3 SCGB1A1 GMFG WFDC2 SERPINB1 CST7 ANXA4 SERPINB3 SERPINB5 PI3 CSTA SERPINA6 AMBP CDKN2A AGT C5 ITIH2 SERPING1 C4B C3 HRG SERPIND1 COL7A1 ITIH3 SPP2 SERPINF2 SERPINC1 GCKR CST1 TIMP1 SFN DNAJC3 SERPINF1 BIRC5 SPINK1 A2M APLP2 TFPI2 SPINT2 ANXA5 SERPINB8 SERPINB6 PSMF1 CST4 PEBP1 CST6 CST3 CSTB MODULE_165 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_165 CITED2 CLEC2B DBN1 MLLT11 SNAP25 LIPA NPY PLIN2 TSPAN8 ETS2 HSPA6 CDK1 RRM2 RPA1 SECTM1 CSF3R MNDA ITGAM NKG7 FCN1 HCK RAC2 S100P NCF4 LYN LCP2 MSMB DEFB1 CEACAM5 GPX2 HMGCS2 CELA2B DDX17 FXYD2 NCF2 PCP4 FOXG1 NPAS1 SEMA4D CFP MPO SEPTIN6 ITGB7 FLT3 PLEK HK3 LILRA2 PRTN3 PRSS3 GSTA2 LGALS4 FABP1 RBM38 C5AR1 TLR1 CD247 CD27 RHOH KRT13 CXCL10 FYB1 CPA1 CCL19 PTGS2 PLA2G7 NCF1C IRF8 BCL2A1 NINJ1 GZMK LRMP PFKFB4 SPI1 UMOD MS4A1 CXCL9 DNTT MELK SPINK1 CEL POU2AF1 PRSS1 MODULE_166 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_166 PECAM1 SLC23A2 PKD1 EPB41L2 INA PSMD7 IL1RL1 C4BPB PHYHIP PRSS2 ETV5 ELN PTH1R ARSA SARS1 TRIP12 NUP88 WNT2 ADCY7 ST7L ACBD6 SLC12A5 NT5DC2 DNAH11 ZNF106 CSF1R TPT1 AVIL DOCK1 TAF7 CRY1 MIF4GD RSF1 NR1H3 PAK1IP1 ABCB8 KDM7A CHAMP1 FNTB H3C4 ZC3H3 PLEKHB2 ZNF160 DGAT2 DIPK2B INPP5B ASB16 SHLD2 SEC61G SMG5 HOXD1 NEFH NMT2 MODULE_168 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_168 H2BC21 H2AX CBX1 CENPA CENPF MAP2 MAP7 TERF2 H2BC12 H2AC6 H1-2 H2BC13 H2BC11 HMGB2 CENPE H2AZ1 H2AC8 H2AC18 H1-0 HMGB3 TOX CHD3 MODULE_169 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_169 TSPAN7 CCL3 BCL6 IER3 FOS TRIB2 MICAL2 DUSP2 KLF10 ULK1 RGS1 MME MAL AHR STMN1 IL7R ITGB2 CYBB CCL5 LMO2 IL32 HCK ADA CD86 STK17A DENND3 DDA1 CR2 CACNA1A RGS16 ISG15 CDK6 PCDHGC3 PSMB8 CREG1 ITGA4 CCL4 HTR3A H1-2 CD3D SERPINA5 DAPK1 ATP2C1 SCD CD2 KLRK1 HLA-DOA IL2RB IL15RA BIK MT2A XCL1 USP2 AGA ABCC1 BCL2A1 RGS13 CAMK4 TP73-AS1 SLC2A5 GNG10 TNFAIP8L2 CRIP2 SON CLGN SCAND2P STAG3 BMP7 TOX AICDA ID2 MYBL1 DHRS9 TNS3 PAG1 JUP DTX1 HEATR5A ZNF16 ZNF608 SMAD7 TXN ASB13 LINC01949 SORL1 BCL7A RIPK3 SVEP1 CRLF3 SLC39A10 RGL3 KLHL6 PRKAR2B NPIPB3 KCNJ5 KAT2A STIM2 MODULE_170 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_170 CD14 DAB2 MYLK PDGFRA VWF IL1R1 FN1 ITGB5 SRRM2 PDGFRB IER3 CD151 CCND2 LGMN CCN1 CXCL12 CCL2 TIMP2 PCDH9 S100A4 CCL21 TIMP3 MGLL CYP1B1 FADS1 THBS1 MMP1 GJB1 DLC1 CCL18 GBP1 MMP9 FCER1G CYP27A1 AIF1 CCR1 TNFSF10 ITGB2 CYBB CCL5 LMO2 IL32 FCGR2A DAPK1 FCGR1A IL3RA HLA-DOA IL2RB C3AR1 CXCR6 LPAR6 CCR5 FPR1 CCR2 SPARC CTSL MAPK12 TNFAIP6 CCL11 CCL14 FTH1 TBC1D8B EARS2 DES DCTN3 CDH13 MMP2 VCAM1 GNLY GZMK GBP2 IFITM1 IFITM2 CXCL9 TIMP1 IFITM3 TYROBP GAS6 FAP VIM IFI30 LAG3 CD63 GPX1 LYZ PLPP3 A2M CEBPD APOL3 CPM KCTD12 HBA2 CSF1R FTL BBS2 CTSB VMP1 TNFSF13 NXPH3 ZNF347 MODULE_171 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_171 IGHM PLSCR1 CD14 IGHG3 IFIT1 LGMN DBP CHST15 CD200 ADAM19 HLA-DQB1 MX1 MAL CSF3 HLA-DQA1 CYP1B1 FADS1 PTTG1 THBS1 CCL18 GBP1 IL7R TNFSF10 SELL LAMP3 SLC7A7 CMAHP CFB TNFRSF25 CCL7 CD79A CD86 STAT2 TCF7 IFI44L ISG15 DEFA1 CD8B PTPRCAP FAM53B CD3D SERPINA5 AQP9 CXCL13 CD2 CD5 IL10RA KLRK1 IL3RA IL2RB HLA-DRA CXCR6 LPAR6 FPR1 HLA-A P2RY10 SELP OAS1 CTSL TNFAIP6 XCL1 UNC79 PNMA8A IGKC TRIM22 ISG20 VCAM1 IFI35 CD48 CPVL IFI44 GNLY GZMA MX2 GBP2 SP110 IFITM1 IFITM2 KLF6 LILRB1 MS4A1 IL15 CXCL9 IFITM3 IFIT5 S1PR1 TXNIP OAS3 SAMHD1 TTLL2 KCNA3 CAMK4 ZNF292 USP30 CEBPD APOL3 KCTD12 HBA2 HLA-DPB1 IGLJ3 SAMSN1 HLA-DPA1 SLC40A1 HLA-DRB3 POLR3B CACNG4 PELI1 ABTB1 FOXP1 KIAA0753 TXLNGY HVCN1 STAG3 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 SYNE2 GMCL1 KCNQ5 CCDC186 UTY AXIN1 NLRC5 PNPT1 CMKLR1 HELZ2 TTC30A TREM1 PPP1R16B SDC2 TPTE2 RRP15 MCU STK31 MODULE_172 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_172 CTSK AEBP1 PLA2G2A PRSS23 LGMN IGF1 PLAT C1S LIPA ANPEP MMP1 CTSC ADAM9 CASP4 MMP9 C2 WFDC2 HP PGC APOC1 PSMB9 BMP1 CFB PRSS8 HMGCS2 SORD PEPD UBD F2 HPN CELA3A CFI C1R KLK6 PRSS2 CHIT1 PROC MMP15 PLAU MMP11 PLCG2 HMGCS1 F12 APOC2 MST1 FURIN F10 CPB2 ACOX2 PLG APOC3 CPN1 BAAT TMPRSS2 OLR1 CTSL MMP7 MMP14 MMP2 GALE ALDH5A1 PLA2G7 PRDX6 LIPC GZMA CTSS GZMB GZMK CASP1 TPSAB1 ENPEP TIMP1 DPP4 FAP CTSE MMP12 ACE LYZ CPM CTSB LAP3 NAPSA ACY1 CTSO MMP13 MMP3 CPA3 PROZ CAPN2 KLK10 CTSD FOLH1 XPNPEP1 GALT CAPN5 NEDD8 MODULE_173 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_173 DUSP6 GADD45G FGFR1 DUSP2 RGS4 EGF DUSP8 KCNH2 FGF2 DUSP4 C5AR1 FPR1 ADRA2A RGS3 ADORA2B TAB1 MODULE_174 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_174 MYL9 CD14 MYLK ENG FN1 COL1A2 RAB31 IER3 LGMN IFI27 CDH11 DUSP2 MAN2B1 NNMT GDF15 FOXM1 DNM2 PPP5C TARBP2 SECTM1 POSTN S100A9 GRK5 CSF3R CYP27A1 CCR1 PDXK LTF MAT1A ACR DOK1 KDM5C AGXT CBR1 WASF3 POMZP3 DEFA1 SEMA4D MGAT1 NRG1 GNA15 TBXAS1 EDC4 CP GRB7 C5AR1 FOLR2 HBEGF IL2RB C3AR1 SLAMF1 TLR1 LGALS3BP FZD2 ETS1 HNF1A DRP2 SOD2 PRRX1 LPCAT3 MT2A TRIP10 DHCR24 NINJ1 AOAH SPI1 SAA1 ORM1 PLOD1 DNTT MT1H MMP12 LAG3 FXYD3 THBS4 DGCR2 ATP1B1 PPIB S100A1 VIPR2 SUPT5H ELAVL1 EYA2 TNNI2 CD68 TAX1BP3 P2RX4 TRIO SNX19 TOB1 HLX CDK10 SKIV2L PIEZO1 PLD3 MODULE_175 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_175 AQP1 LTBP1 EPHA2 PLOD2 UBE2G1 CX3CL1 CCR1 KLHDC3 TRIM29 TCN1 SP140 TM4SF4 HMGCR TERT CR2 PDE2A ZBTB16 CD1C SEMA4D ANK1 HTR3A GPR183 COL18A1 SLC11A1 IL2RB CD3G IL15RA PRKCH IL6R TNNT3 CACNG1 SNTA1 TRIP10 PPARD DHCR24 AOAH PLOD1 PHLDA1 THBS4 HRC TCP10 TNK1 RAB4A COG2 CYLC2 ARHGAP35 ZNF212 IGF1R POLR2C MTF1 GPR176 TAX1BP3 HOXB5 RGPD5 MODULE_176 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_176 GPC3 DPYSL3 COL3A1 GATM COL5A2 CHGA CTSK COL15A1 SELENOP LUM CDKN1C SRPX THBS2 GPX3 CAV1 C7 COX7A1 SMTN GAS1 FHL2 MAOB TNC IGF1 C1S DHRS2 CHGB RCAN2 OLFM1 SCG2 RBP4 ADH1B NPY FABP4 SYT1 ANGPT1 IGF2 ALDH1A3 ANK3 TSPAN8 DDC GAP43 CYP1B1 RND3 CDH2 GJB1 KRT4 EPAS1 LRRC32 GBP1 AQP4 WFDC2 GRK5 CXCL2 ITGA3 FCGR3A F3 CD163 HPGD CHI3L2 KLHDC3 S100P CYP2B6 CSF2RB CLDN10 SOX9 DEFB1 ALOX15 TRIM29 AZGP1 ST6GAL1 ACR MYH2 AGXT CYP2D6 DVL1 ZNF143 MEF2C PPP3CA MLC1 EDA C19orf57 CYP2A7 CBLN1 PTPRD EFNA5 ERCC8 SERPINA6 APOH PAH C5 ITIH2 CCL20 ASGR2 ARSB NTRK3 SERPING1 C1R CX3CR1 APLP1 GAD1 NPTX1 RGS7 PLXNB1 PCP4 CRMP1 GABRB3 NNAT TMSB15A NOVA1 DPP6 OMG PTPRO WASF3 NEO1 AC021066.1 RREB1 UGT8 TNP1 CSH2 PDK4 ETV3 FUT7 GATA1 S100A5 MYOG SIM2 DPEP1 HRK CRHR2 MYBPC1 NRG1 GATA2 P2RX1 CCL4 TYR SCN4A KYNU NMU QPCT AADAC NFKBIL1 PTH1R ALDH3A2 RGN IL3 UGT2B7 CP LGALS4 CYP2J2 ITIH3 CPS1 SDS JAK3 CYP3A7 BAAT ADRB2 NPY1R TNFRSF11B PTPRS FPR1 KIR2DL4 ROR1 EPHB1 PTPRR KLRC1 GLRA2 GRIK1 PTPRG NTSR1 ADCYAP1R1 LY6D KIAA0040 SLC28A1 KRT13 PMEL SPRR1B CCL17 RXRG PSG6 TCN2 NOS1 CEACAM1 TNNT3 RPS6KA2 WT1-AS TGM3 RBMY1A1 GSTM5 KRTAP5-9 TF TIMP4 POU2F2 EHHADH LAMA3 UMOD TGFA PAX5 SFN DPP4 S1PR1 GRP NELL1 RAPGEF1 AMELY SLC34A1 PRKCQ SPARCL1 A2M SCTR TYRP1 CASR KCNB1 NAT2 UGT2B10 TCP10 NEUROD1 MEOX1 GSTM3 MMP3 TFPI2 EYA2 CETP MFAP5 CDH17 TCF15 UGT1A6 ISL1 ACSM3 CXCL3 KCNJ15 MODULE_177 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_177 TNFAIP3 IFI16 DUSP6 RHOB SGK1 CRIP1 TFRC RGS1 PTPRC HLA-DQA1 H2AX MCM2 CDC20 TOP2A CDKN3 SSR1 CBX3 HNRNPA0 ARHGDIB DNMT1 UBE2D3 UBE2I UBE2S IL4R SLA GLRX CD52 AIF1 CD53 LMO2 IL2RG ALOX5 HCLS1 LCP1 CSNK2A1 NUTF2 CLN3 CNP EDEM1 ARPC4 SCARB1 PTPN7 FKBP5 MPP1 NMI HMGN4 PLCG2 VAMP7 EIF5 KYNU FAM53B ITGAL HLA-DMB OAS1 CAPRIN1 TRIM22 ISG20 CD48 IFIT3 PTPN6 JAK1 MX2 BST2 NFKBIA CD83 BTG1 BGN HMGB2 LBR RANBP1 GYPC UCP2 NFKB1 TMED2 DEK ACTR1B VHL ARPC1B FABP5 RASA3 CUL4A NR3C1 ST3GAL1 AMD1 NNT TRAM1 SORL1 DPH1 PTGES3 PRMT5 TYK2 GDI2 PBXIP1 RGS19 NEU1 GNB1 IGF2R DDOST SUSD6 PSG11 ALDH18A1 MODULE_178 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_178 ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 CXCL8 TBXT JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 VEGFD FGF6 VEGFC KDR MODULE_179 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_179 COL6A3 KRT19 GSTM1 PPP4R2 ANXA1 CITED2 EFS FN1 GJA1 ITGB5 ACKR1 SFRP1 TMEM47 NFIL3 GEM FOS CCL2 SLC43A1 ADIPOR2 STAT3 FUCA1 SV2B CHL1 LPL CDH5 TIMP3 ACSL1 TBC1D9 UGCG PKIA TMED3 DLC1 PTX3 SMAD3 MRPL47 IMMT SLC39A8 MMP9 PLAAT4 GPSM3 CD163 DPYD ITGAM CXCL8 CSF2RB IL13RA1 CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 AC004151.1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZKSCAN7 S100A5 MYEF2 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 ALDH1B1 SCD CLUH NXPH4 KLHL41 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 LGALS3BP FPR2 MST1R EPHA7 SELP RNASEL PTPRF EEF1D ELOB TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 PPP1CB XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 BCR CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 TRIM14 PCED1B LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P HNRNPU LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIO3 DIRAS2 COQ8A PTGS2 CIP2A CMTM6 ESPN PTPRT BPTF POLDIP3 LDAH PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 NELFB NUP58 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 GREB1 STRIP2 MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B POGLUT2 TRIM7 ZMAT4 SOX21 MMP14 TMEM248 UTP11 C19orf73 ALDOA HS1BP3 MBD5 HACD1 DHODH EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 FMN1 DCANP1 REPIN1 FAR2 NACAD IGKC POU6F2 ZGRF1 EFCC1 KIAA1522 NOL7 PAPOLA GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG AGAP2 RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C ABHD17C SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN AC022966.1 SNRNP25 PLEKHM2 APTX PRPF39 CNKSR2 AURKAIP1 PHIP IWS1 KIF18A ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 GABARAPL2 ADAMTS3 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 OR2F1 LACTB AHNAK LRRN3 SQOR ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A LNPK LRRC14 ALKBH4 NELFCD MED28 TMEM255A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A GM2A PPP2R2C DNAJB9 MODULE_180 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_180 MDK KRT19 AKR1C1 CCN5 RHOB CCL15 BCAM CYB5A ANK3 TSPAN8 BLVRB ERBB3 KRT18 FBP1 EPCAM PPL MUC1 AQP3 AGR2 CLDN7 SCNN1A S100P NEBL CMAHP CLDN4 CDH1 ELF3 SLC9A3R1 DSP LLGL2 ARHGEF16 B3GNT3 RASL10A CDKN2A OCLN PLXDC2 HOOK1 C4B CLU MAP7 ST3GAL5 BDH1 MAGEA2 GSTT1 HGD GRB7 ANXA9 GDA NPY1R MSI1 KIAA0040 KRT8 CD9 CRABP2 MMP7 SLC22A3 SFT2D3 GATA3 TFAP2C GSE1 PDGFB CYBA DPP4 VAV3 BTBD8 AIF1L IFI30 PRLR UCP2 ICA1 ARHGEF5 SELENBP1 TJP3 SPINT2 IRX5 SYT17 BMP7 RERG SYT12 TRPS1 TPD52 PRR15L FOXA1 UBXN6 GPR160 MAL2 MYO6 MSX2 NSUN7 MAN1A1 ISY1 SULT2B1 MLPH DPYSL5 SYTL2 ANKRD50 ISOC1 MSI2 RAB26 RGCC NUP210L SLC4A10 MNX1 NR1H3 JUP METTL7A SSH3 CDS1 MARC1 LRRC37A4P LRRC4 NEK3 SLC38A1 IL17RB TPD52L1 ESRP2 NUP210 NAT1 OLFM2 MODULE_181 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_181 PPP4R2 TNFRSF13B NCALD DHRS2 TFAP2B GFPT2 MAGI1 SLC6A2 L1CAM SNAP25 SOX10 S100A4 PTP4A3 CLDN5 THRA MPZ PPT2 CCNF EIF4EBP1 COL2A1 RAC3 PRB4 DMBT1 PGC SFTPC HPR CDH1 PSCA CCL7 MAT1A ALOX15 TP63 TRPM2 PI3 CYP2F1 SPINK2 KCTD17 CHRNB1 CHST1 MYH2 DKK4 FZR1 AANAT PLIN1 TBXT REPS2 ADGRL3 ASIP NRXN1 GIP SSX4 SEMA7A ZNF143 NECTIN1 STATH CSTF2 B3GNT3 PTH2R ABCA1 SLC7A11 PIK3IP1 NAT8 MLLT1 NELFA PPP3CA ZBTB24 NDRG2 ISG20L2 FUT3 TBX1 SYT5 ABCB9 HOXD13 CDK5R2 GNG4 ARFGAP3 ZP2 H3C6 GRK3 GNG7 AKAP7 POM121L9P REG1B RRH CD4 TNFRSF10D WASF2 CTAG1B CEACAM4 TAGLN3 CCL16 FAM13A RUNDC3A CYP27B1 ZC3H14 MLC1 NR0B2 MYCL HTR4 MPZL2 EDA NRG2 FKBP6 ADAM20 C5orf30 RASL10A EIF1AY FAM131B SRPK3 SHBG CBLN1 KRT33B NSG1 TRIM10 SLC22A18AS HOXD10 ADA EXOSC2 CYP2E1 PIGL MAPK13 HCRT MET LEFTY1 TBR1 ACTL6B CELA2B NTNG1 GLE1 CD86 PGAM2 GREM1 KIAA0586 FAM214B NTRK1 BARX2 RBMXL2 SMAGP MAGEA4 SLC18A1 SLC17A3 MLANA PZP HOXC11 NEMF CHP2 KRT32 AMMECR1 CNTN6 SIX6 ATP6V1G2 MAGEC1 CASP2 RCE1 KIF21B SCN2B SLC17A7 RIMS2 NNAT CALB2 CCK PTPRN PSD GALR3 TACC2 SCAMP5 ELAVL2 MTHFR FAT2 ABCC8 APC2 CFAP410 RPH3A SSTR2 EXD2 ACSL6 CEP135 GRIK5 RHBDL1 BRD4 PPP6R2 CEACAM3 CDH16 HAP1 REG1A AKAP3 LILRA4 SLIT3 SLC29A2 SIT1 RGS9 RIBC2 AMELX SPC25 CSH2 MAGEA9 ALDOB PROC SIX3 ODF1 CD33 ECE2 LRIT1 LOR TBX19 KCND3 SERPINA4 ATP4A CTSG COL10A1 SLC22A6 GTSE1 SEZ6L IVL ENTPD2 CHST3 CRCP TRIM15 UCN FLT1 PRELID3A TNFRSF10C RECQL5 RAD51D S1PR2 EPOR CCKAR BMP10 LYPD3 CD82 SLC7A4 KIF1C LRCH4 SPART IKBKG UNC119B WNT10B DEFA1 PAX7 ZNF157 GPR3 KRT2 TEX28 MYOZ3 EPM2A FANCL LY6G6C H6PD EMID1 MYEF2 VAMP1 DNASE1 HRK MPO S1PR4 CLDN9 TYR KCNQ3 AQP8 ADRA1D QPCT INHBC PDE4A CYP2C19 GRK1 HAAO REN PRF1 FCN2 TRIB1 GNMT CD3E CLDN14 CHRNB4 GRM2 MSI1 KRT13 HBB AOC1 HSD17B1 PKP3 JAKMIP1 ING1 HMHB1 ASIC3 CCDC9 PNOC TNFRSF21 LCE2B SCGN KCNN1 RAP2C ADRA2C CXCL5 NR2E3 GALNS HOXB1 PIGO GAS8 RCVRN TNFRSF6B TAOK2 MTA2 DNAJB12 BRMS1 MODULE_182 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_182 PKD1 KLF10 LIPA ALCAM DMD NUP205 SEC24C CREBZF PMAIP1 MARCHF6 GTPBP1 ZHX2 RBBP6 NFYA PIBF1 MED14 KLRA1P FYTTD1 WDR75 NOX4 SH3TC1 MIOS LBR DBF4 MDM2 SGCD SCYL2 PRKCI HLA-DRB3 NRAS OPA1 INTS7 NMD3 AGO2 TAGAP TAF1D C1orf159 THOC7 WSB1 DHX15 PTPN11 G3BP2 SNRNP200 STARD4 NSUN2 CD164 DDX49 APOA2 PPTC7 EAF1 STK4 AEN FEM1A ARL8B PELI1 HOXA7 CRIP2 CRKL KLHL15 ANKRD20A1 BNIP3 EIF2AK3 KBTBD8 PPP4R3B RLF TACC1 AKR1D1 SBNO1 SEC16A NFATC1 GLCCI1 STK10 PUM2 DNAJC5B BET1L DNAJA3 UBR7 RNGTT SLC25A22 RAB8B C2CD5 USP25 PIP5K1A MUS81 SMC5 VPS35L DCLRE1C SP1 BRAF TUG1 PTGDR2 SH3BGRL PARP16 NCOR1 PURA A1CF TLE4 MICAL3 SIDT2 ZMIZ2 MODULE_183 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_183 SNRPB2 IGF2BP3 SRSF2 SNRPC LSM1 DDX1 SNRPF HNRNPA0 CSTF3 DDX17 SLBP SNRPD3 SRSF7 GRSF1 CELF2 SF3A1 SFPQ SNRPA1 SF3A3 RBM4 SRSF11 PCBP2 SRSF6 TRA2B KHDRBS1 HNRNPA1 PABPC1 SNRPE RBM3 PCBP1 HNRNPH1 SNRPG RBM5 SNRPD2 HNRNPR HNRNPA2B1 SSB PABPC4 HNRNPC HNRNPF SRSF9 SRSF10 U2AF1 SLU7 RNMT HNRNPUL1 SNRPD1 KHSRP SRSF3 HNRNPDL HNRNPU ZNF638 SRSF1 PRPF4B DDX23 SRPK2 PRPF8 THOC1 ADAR PPP1R8 CHERP DHX8 DUSP11 SPOP SART3 MODULE_184 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_184 ALDH1A1 ACSL1 ECHS1 BLVRB DPYD DECR1 IVD ALDH3A2 PCCA ALDH6A1 ACOX2 ALDH1B1 ACOX1 ACADSB SUCLG1 DHODH ACADVL ACADM PCCB ALDH9A1 EHHADH ACADL SDHC ACSM5 SRD5A2 ABAT MMUT ALDH2 ACADS MODULE_186 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_186 SLC16A3 SLC16A2 SLC16A8 SLC16A1 SLC16A4 LTBP2 SLC7A5 SLC1A6 SLC1A3 ABCC3 SLC10A1 SLC7A9 SLC10A2 ABCG1 SLCO1A2 AKR1C4 SLC26A3 SLC7A2 SLC38A3 SLC3A1 MODULE_188 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_188 IGHM IGHG3 GABBR1 PNRC1 DBP CD200 PTPN12 CD24 MX1 CXCR4 CDC25B PTX3 PALM2AKAP2 FGR IL4R TAP1 TNFAIP2 ALOX5 ATP2A3 TCL1A COL19A1 TMEM97 NTRK3 PDE2A PTPRO CTSF ABCC5 PRKCB TCF7 DEFA1 ITGB7 TP53 FAM53B BCL2 DPEP2 CD5 IL10RA ROR1 P2RY10 FCER2 CNR2 OAS1 ZFP36L2 BLK USP2 PORCN SOX6 IL1R2 NME1 DIRAS2 MED25 NACAD BMX FCGR2B IRF8 TRDD3 PTPN6 FCMR ARHGAP25 SP110 IL24 TXNIP HDAC9 TTLL2 KCNA3 BIN2 VANGL1 TRAF3IP3 PLAC8 HLA-DRB3 RUBCNL COL4A4 CACNG4 PTCRA ADAM28 FOXP1 KIAA0753 TXLNGY HVCN1 UNC5D NEK11 BANK1 KCNQ5 MED12L CCDC186 UTY SPINT2 MECP2 COA7 FADS3 MARCHF1 BACH2 DGKD AMD1 FCRLA SPPL2A PRMT3 CMKLR1 SPON2 CTLA4 FCRL1 SLC24A3 SHC2 RAPGEF6 FCRL2 RCSD1 RSAD2 ZFHX2 RABIF SEL1L HMGN3 TOR1B SLC27A5 MED29 ZNF395 TP53I13 HSD17B11 G6PC3 MAP3K11 XIRP1 ICOSLG PCSK4 NCOA3 RAX2 BLOC1S5 ADGRE2 OSBPL10 ADA2 PLGRKT HEATR6 FANCF CXorf21 SMCHD1 ANKRD28 COQ9 NAALADL1 TSPAN32 CLDN15 MODULE_189 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_189 H2BC21 H2AX CHAF1A CBX1 CENPA HAT1 BMI1 NAP1L3 H2BC12 H2AC6 H1-2 EZH2 H2BC13 H2BC11 H2AZ1 CHAF1B H2AC8 H2AC18 H1-0 H1-1 NASP SETDB1 KAT6A MODULE_190 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_190 IGFBP2 CCN5 IGFBP3 IGFBP6 CCN1 LTBP1 CCN3 IGFBP1 CCN2 HTRA1 IGFBP7 IGFBP5 MODULE_191 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_191 MYC CCL3 CXCL12 CCL2 TFRC LTF CCL7 CCL13 CP HFE CCL23 TF STC1 MT2A CCL11 CCL19 CCL14 XCL1 FTH1 MODULE_192 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_192 KRT19 DHRS3 TFAP2B SYT1 ZEB1 SERPINA3 SYNGR1 DMD CCNB1 CCT6A CCNG1 FERMT2 LIMK2 ACSL3 DDX17 GCHFR NFATC4 DPP6 LBP PFKFB3 DDX11 DUSP4 GCLM RPS18 RPL32 DSG2 SPOCK2 CXCL10 SPTLC2 MCTS1 GEMIN7 ATG16L1 MBD5 NOL7 PCCB SDHC IFI35 CCNG2 SP110 TIMP1 BMP6 AK3 ZNF292 MAP4K2 S100A12 PLPP3 CEBPD RPS5 RPL13 HLA-DPA1 BET1L DLX5 ERCC3 HSPA1B PSEN1 GAS2 CARD16 COL4A5 TRIP4 SKIV2L PTHLH CYTH1 NUMA1 CLSTN3 FGF13 PCTP OSBPL2 YPEL3 PMS2P1 TMEM143 THEMIS2 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 AKAP5 FRMD4A CRBN DCAF10 DHX34 LGALS8 BOD1L1 NUP210 C16orf71 MAD2L2 NBPF3 KIF13A RDX MIEN1 OSGIN2 PLCL1 PNLIPRP1 BHLHE41 ZNF587 TRIM33 ARPC5 MAP3K2 LZTR1 MYO5B ATE1 ESYT2 SIL1 HOXD8 DNAJC9 MODULE_194 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_194 ALDH1A1 ALDH7A1 AOX1 ALDH1A2 ALDH1A3 ALDH3A1 ALDH3B1 ALDH4A1 BCKDHA ALDH3A2 ALDH6A1 ALDH3B2 ALDH5A1 ALDH9A1 GAPDHS MODULE_195 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_195 CD14 GATM TBC1D2B IL1R1 WWTR1 DLK1 THY1 FKBP1B TNFRSF14 NTRK2 FADS1 SLC25A1 PLAUR PPP4R1 CTNNAL1 GLRX TYMP LYN TGFB1 TAGLN3 ADA GC TMEM97 MAPT KLK6 GNAI1 SZT2 PAX8 PPP2R5D JAG1 CD40 ME2 SMC1A LSM14A CCN3 PON3 ACACB PTGER3 RHAG KLF1 TIE1 PSMD2 RPLP2 SRP14 R3HDM1 EFTUD2 MAPK4 NPRL3 SLC20A1 NF2 MARCKS CBY1 NUP54 GJA5 DHODH PRDM1 HOXC4 SMYD5 NINJ1 PRSS3 GABRA2 H4C14 GATAD2A ZNF423 CKB BMP2 ZNF667 ROPN1 ITGA8 RNF4 RPL10 PTMA SLC25A16 ZNF217 SETDB1 GPER1 PNLIP ELL EXOSC4 MECP2 RABIF LIMS3 LEAP2 AUP1 PCGF3 CHORDC1 LIMCH1 TRIM4 NNT TXNDC16 ALG12 EID1 SLC25A37 CLIC4 KLHDC10 DBNDD1 TRAF6 MYLK2 PLPBP VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3-3B RXRB IFT88 CC2D2A PIF1 THOP1 TRAM1 NCK1 CHRNA1 DLL1 ATG5 KPTN MPPE1 HYOU1 CCDC88A ELK1 MKNK2 FOXS1 PICALM PHRF1 SREBF1 ENAH DCTPP1 ELMO2 TSPAN18 POFUT1 SEPHS1 AVL9 CALM2 MODULE_196 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_196 DYNC1I1 DNM1 KIF5C STMN1 KIF11 MAPRE1 ARSB KIF3B MAP2 KIF14 KIF2C ADRB2 TUBB3 TUBB4B TUBA4A SNTB2 MAP1B KIF23 CENPE DYNLL1 KIF5A DCTN2 DYNC1LI2 MODULE_197 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_197 JUN MYC CDKN1C CITED2 EGR1 SOX4 FOS ATF3 JUNB NDN SMARCA2 SATB1 CXCR4 ETS2 TLE1 AC005747.1 PLK1 PTTG1 CDC25B CCNB2 UBE2C MYBL2 CCNB1 MAD2L1 CDK1 RCC1 FOXM1 ILF3 CCNA2 MCM3 MCM6 NOLC1 GSPT1 ELF4 PPP5C TFDP1 DNMT1 EWSR1 CXCL2 MNDA CXCL1 CORO1A SOX9 SSX4 ZBTB24 PAX6 HSF2 HOXC11 SIX6 E2F3 WEE1 BMI1 CEBPG CTCF ZNF211 TOX4 NFATC4 ZNF195 FOXG1 KMT2A ELAVL2 ST18 ZBTB18 LHX2 ETV5 SIX3 NPAS1 POU4F1 E2F1 CDK6 DDX11 MEF2D FOSL1 TCF12 SMARCD2 MTA1 NDC80 CCNE1 RBBP8 KIF2C EZH2 SNW1 TFAP2A LANCL1 HMGB1 KHDRBS1 YBX1 ACTL6A CBX4 ID4 CCL17 CCNA1 ATF2 ADNP2 ZNF646 BRD1 CEBPZ FOXD1 MID1 CCNG2 PTGER4 CHRM3 HIF1A RAD21 ZNF267 NCAPD2 KNTC1 CDC7 HMGB2 CDK4 KIF23 BUB1 BIRC5 KPNA2 SMC2 HDAC2 CDC25A NME2 INSM1 NFKB1 PHB2 ZNF324 RFX2 EGR2 MYCN HOXA7 DEK GTF2F2 TAF7 MAZ DLX5 TAF4 MAFG GTF2I MEIS1 MYT1 SSRP1 NEK4 TAF11 ZNF43 GFI1 ZNF124 ATF4 TAF5 PMS1 KIF22 ZNF136 TULP3 YY1 SMAD5 HOXC6 EIF2AK2 ZBTB43 TSC22D2 CUL4A AC092279.1 PRH2 ING2 KLF11 KDM5A TBRG4 CBFA2T2 KDM4A SMARCA5 NSD2 SNAPC5 CDK3 TOX ZNF16 WDHD1 TXNL4A GABPB1 TERF1 BRPF1 MODULE_198 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_198 KRT19 JUN PER1 MYC CDKN1A SOX4 FOS CCND2 JUNB CALU MSX1 SATB1 H2BC21 TLE1 ZIC1 STMN1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 H2AX CCNB2 PSMA4 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 MAD2L1 POLD2 CDK1 RCC1 FOXM1 CSE1L ILF3 TOP2A CBX1 CCNA2 CENPA PCNA MCM3 MCM6 SRSF2 UNG SNRPC TNPO1 LSM1 CDK2 HNRNPA0 PSMC6 TFDP1 RPA1 COPS2 DNMT1 PSMC4 EWSR1 APEX1 IPO7 RBBP7 NAP1L1 PPP4C DHX9 UBE2A SUMO1 STAT1 LMO2 MNDA SOX9 DUSP5 DSP PAX6 HSF2 CSNK2A1 POLA1 CSTF3 CENPF RFC4 E2F3 CSRP2 WEE1 RPA3 CDKN2A DDX17 HAT1 SLBP PRKDC MSH2 NUP153 BMI1 RBBP4 NUTF2 CEBPG CTCF SRSF7 POLR2K GTF2A2 AKT1 NFATC4 ZNF195 MAP2 FOXG1 KMT2A RNF144A BCL9 AP3M2 LHX2 BUD23 POU4F1 RAD51D CDKN2C E2F1 FOSL1 PPP2R5D FANCG ESPL1 RPA2 ORC1 H2BC12 FKBP5 HMGN4 TCF12 DYRK1A TIAF1 SFPQ MTA1 PRIM1 RAD54L NDC80 SNRPA1 CCNE1 NCBP2 RBBP8 BLMH CDC45 KIF2C EZH2 GNL2 SNW1 RFC3 TFAP2A TGIF1 VPS72 PSMD10 PSMA2 PSMD12 PSMB5 PSMD2 HMGB1 RAN SRSF6 TRA2B KHDRBS1 HNRNPH2 SNRPE YBX1 HNRNPR XRCC5 FUS SSB HNRNPC ILF2 ACTL6A HNRNPF SMARCC1 SRSF10 RAD23A CBX4 SLU7 TMPO RNMT HNRNPA3P1 SNRPD1 CHD4 BLM CCNA1 RFC2 KHSRP LIG1 ADNP2 TSN NFYA BARD1 NME1 FOXD1 LRP8 RECQL4 RUNX3 HIF1A SPDEF POLE2 ZBTB25 RAD21 NCAPD2 KNTC1 TOPBP1 CDC7 HMGB2 NEK2 KIF23 CENPE RAD51 BUB1 CDC25C CCNE2 CHEK1 H2AZ1 CHAF1B RFC5 POLD1 SMC2 PHLDA1 HDAC2 HDAC1 NME2 INSM1 KRT17 KRT6B RNF4 KATNB1 PTMA ATN1 DGKI TLX2 MYCN XRCC3 DEK GTF2F2 ZNF146 ASAP2 TAF7 MAZ DLX5 HLTF DDX5 TAF4 MLH1 TAF6 COIL CBX5 SRSF1 STK38 MAFG DCK ZFP36L1 MAPK14 NUP107 GTF2I PRIM2 NASP DR1 RAD51C ZNF217 PRPF4B MPHOSPH6 MEIS1 PNN MYT1 SSRP1 NELFE CDK7 MLF1 NEK4 ANP32A DDX23 TAF11 ZNF43 CCNO SRPK2 GFI1 ZNF124 PRPF8 NAP1L4 STAMBP THOC1 POLR2F TBP BRD2 POLR2D ATF4 SAP30 RFC1 ADAR KPNB1 RFX5 LIG4 CMPK1 SETDB1 CDC5L PTTG1IP TENT4A ACTR1A CLK2 HR CCNT1 GTF3C2 POP7 HOXA13 APLP2 KMT2D POLE KIF22 TULP3 MODULE_199 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_199 MYLK PDGFRA CDKN1A PDGFRB FGFR1 DDR2 CCL2 PDGFRL IFNGR1 ROR2 LEPR EPHA2 IL4R TEK IL7R GRK5 CSF3R F3 IL2RG FGFR4 CSF2RB IL13RA1 FGFR3 NRP1 MAPK10 EPHA4 FGFR2 EFNB3 PDK4 CDK5R1 MERTK DAPK1 GRK1 BMPR1B IL10RA IL3RA IL2RB KIT EPHB6 ROR1 EFNA4 EPHB1 MST1R EPHA7 MUSK TIE1 CSF2RA AXL PTK7 ERBB4 MPL ROS1 ERBB2 EPHB2 KDR RYK MAP2K7 MODULE_200 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_200 PDGFRA PDGFRB FGFR1 DDR2 IGF2 CYP1B1 NTRK2 EPHA2 TEK DOK1 CD8A PAX6 CD4 EDN2 EPHA4 CD8B NRG1 ADRB2 KIT BDKRB2 ROR1 EPHB1 MUSK PTPRG ERBB2 EPHB2 POU4F2 MODULE_201 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_201 CNN3 CALD1 MYH11 GJA1 FXYD1 EDNRA CRYAB KCNMB1 PPP1R12B FKBP1B FLII CHRNB1 MYBPC2 C4B GNAO1 MYBPC1 KCNH2 VIPR1 BDKRB2 RYR1 OXTR NOS1 TNNT3 CACNG1 NEB MYL1 MYH7 GJA5 ALDOA MYOM1 ACTC1 KCNA1 CASQ2 SCN7A SCN5A HRC SSPN TNNI2 CKMT2 PRKG1 MYH3 ACTA1 PLN MYOM2 MYL7 ROCK2 MYL3 MYLPF ACTN3 PPP1R12A MODULE_202 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_202 FLNA MYH11 SVIL ABLIM1 NEBL MYBPC2 GSN SORBS2 ANK1 MYBPC1 LSP1 ACTA2 TNNT3 NEB MYL1 PFN2 MYH7 MYOM1 MYBPH MYL6 MYH3 MYOM2 MYL3 MYLPF PPP1R12A DSTN FLNB ACTN4 MODULE_203 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_203 H2BC21 H2AX CENPA RBMXL2 H2BC12 H2AC6 H1-2 H2BC13 H2BC11 H2AZ1 CHAF1B H2AC8 H2AC18 H1-0 H1-6 H1-1 MODULE_204 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_204 CRIM1 CHPF AHDC1 AUTS2 MLLT11 RAMP2 CD24 HLA-DQA1 SERPINA3 HSPA6 FEN1 LMNB1 TPX2 RRM1 FOXM1 PCNA MCM3 LDB2 GBP1 TEK S100A9 LILRB3 FCN1 HCK ATP2A3 STK39 TCL1A CSRP2 AGT DDX17 PUM3 MSH2 HRAS CARTPT TM7SF2 CRMP1 GRIN1 SV2A TRPC4AP PRPF6 ABCC5 RSBN1 PTPRCAP RNASEH2A EZH2 GART TFAP2A CCS MPG DOP1B CD27 PTK7 PSMD13 CXCL10 BBC3 CCL19 COG5 SPIB CAND1 NUP58 TRIM22 CPVL PGAP2 CEL FXYD3 CHI3L1 ICA1 POLR1C ANAPC15 SOCS2 DDX23 UGT1A4 BLNK TMEM8B PQBP1 POU2AF1 NUP210 CHKB GORASP1 ZNF263 GMDS H2BC5 SCML2 NDEL1 MYO1A SF1 MODULE_205 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_205 ITGA6 CNN1 EMILIN1 MSX1 FABP7 GLS CYP4B1 ANXA2 TPX2 DLGAP5 KIFC1 CCNA2 EIF4EBP1 SEMA6C EXTL2 BMP4 KRT4 CACNA2D2 CHI3L2 NEBL MPP3 WASF2 CACNB1 ARID3A SERPINI1 CRMP1 SPOCK1 COLGALT2 KIF1B FBN2 ZBED4 PRSS16 FDXR CNTN2 CRYBA4 LYZL6 ST14 TP53 KIF14 SLC26A2 XK CDHR2 NECTIN1 KLHL20 ATG4D SNTG2 DENND5A CLOCK KHDC1 CXCL13 IFT52 CNR1 EPHB2 TTLL4 RRAGD SOX6 ATP8A2 KIAA0556 NSUN3 CDH13 EREG EGLN3 VAV3 YEATS2 PYCARD NEK2 E2F8 CDC25C HJURP GPSM2 DEPDC1B AGPAT5 SHCBP1 FAM217B TMEM159 ANGPT2 ULBP2 PRLR KCNJ11 SEPTIN5 TF JCAD CITED4 LINC00520 MDM1 OPA1 WNT5A HSD17B7 ICA1 GALNT10 CLEC3A TCTN1 BLOC1S6 SAYSD1 DNAJC22 CACNG4 GABRA6 DHX15 PTPN11 SBNO1 ZNF43 C14orf132 PSG9 TPTE IRX5 B4GALT4 DPYSL5 ZNF395 CC2D2A ZNF266 TUBB4A TSHR GFOD2 STXBP6 CHML KIF1A PCDHA5 EXOC2 PPM1E PPP1R9B DTL RBFOX1 FCHSD1 C3orf14 CENPQ ZNF93 PPM1L MEAK7 FANCD2 ADCY4 NPEPL1 GPD2 PAQR8 KCNK15 GNAZ TRAIP CD109 MAP10 RBM12B-AS1 PLCXD1 SMYD4 RBM14 LRRC49 PDLIM2 CELF4 KISS1 CEP83 MYO19 SUPT20H ADCY10 FBXL2 PARD6B MYRIP ASPHD2 CENPU CASP8AP2 SEC14L2 RCOR3 GPR88 TLR10 KIRREL3 PCDHB2 OTUD3 CORO6 SEMA5B LCOR LGR6 ATP5MD SUV39H2 ZNF83 SULF1 TANC2 ISLR2 INTS8 METTL14 ZNF528 CCDC51 ATAT1 ADAM23 BCORL1 TASP1 DKK2 TRAF5 ZNF117 SLC35A4 GLIPR2 CEP76 TMEM45B HEY1 SOCS7 NAPG PDE6D FAM114A1 CAMKMT ATP23 PPFIA3 HPS3 NPHS1 LUC7L3 FKBP14 ZNF681 FBP2 ABCA2 GNL3LP1 IFT81 ZNF286A CIB2 TWSG1 PTPN14 NARF SYNJ2 FANCM WNT5B SSX3 ZFP90 ZNF444 COG4 ARMC7 GCC2-AS1 KIAA0930 NDUFAF4 ITSN2 SLC25A21 CEP41 ZNF702P PLXNB3 ZBED9 TIAM2 SLC47A1 DNAH6 WDR89 ZNF337 CABP5 SHH INPP5F MUC16 TMEM185B CACHD1 DNAJC6 SEC11C CYP19A1 C22orf46 OPN1SW GTF2A1L APIP ZNF14 FBXL6 CHST14 NRXN3 DNER LMBRD1 PLVAP THUMPD3 CCDC121 DZIP1 PDPR SLC45A4 LCE1B SRGAP3 TMEM267 HHAT MRPL57 PSORS1C2 CABS1 MIEF2 PPA2 AHCYL2 PKD1L1 EXOC6B DUOX2 TWIST2 TBC1D19 HDAC5 WDR92 RIF1 BOD1 SPATA2 TMEM65 DIXDC1 WDR11 ACTR5 C17orf80 RSPH1 DCAF16 GIN1 FBXO32 HAPLN1 TMEM191A SPA17 KLRB1 GREB1 MCF2 ZNF350 B9D1 MED18 FLYWCH2 TMPRSS4 DKK1 MOBP CEP68 PCDH8 WDR47 CD200R1 NIBAN2 CCDC28A MODULE_206 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_206 ECM2 SEPTIN10P1 MBNL1 TSPAN3 SFXN3 RFTN1 RABGAP1 FADS2 PTP4A3 LPIN1 ADGRG6 SYT11 MCM2 CBX1 PRPSAP1 EBP TOMM34 SUZ12 UBE4A UBE3C PROM1 FOXJ1 NUCB2 ARID1A HMGCR SEC24C DCX EFNB3 NEO1 IQSEC1 HSD11B2 DNALI1 B4GALT3 CSF1 MTFR1 OXCT1 PWP1 VIPR1 GRIK1 RAN BZW1 NCL R3HDM1 EPB42 SLC25A12 IPCEF1 COCH MORC3 POGLUT2 UFL1 LHB PRDX6 DHCR24 SNAP47 GATAD2A POLD3 RXYLT1 NTF3 FGFBP2 HOXB6 NMNAT2 ANKRD11 STK17B ANAPC15 NET1 CCNO FHL3 KIAA0087 GYG2 TRIO COL4A5 HIVEP1 CUL2 PTGES KDM7A KLHL6 TPD52L1 CLDN15 CENPU ZNF444 SRGAP3 MOBP PRSS27 MBTPS1 LSM6 ANGPTL1 EMC1 BRIX1 NFE2L3 MAP3K1 MS4A6A COLQ HERC3 FAM167A IST1 PAFAH1B2 NUDT9 HECTD4 CNTN3 VEZT RAB3IP PARVA GRAMD1B SLC16A10 USP10 TBC1D4 PHF20L1 NAA50 SAP30L PCLO GUK1 GAPDH USP18 TRIM35 FCHO2 NKTR ADAMTS6 GPR146 MMP17 SFXN2 PLEKHM1 CINP PSME4 PYROXD2 BCLAF1 TREM2 TNIP1 SCN8A FICD ZNF273 MAU2 MAP6 ZNF251 PIGG HOXD11 DNAJC13 USP6NL RPAIN REEP1 CNOT2 DENND2D ENY2 MRPL42 PPP4R3A DDX25 RNF135 ATR WDR36 GPATCH2 SPCS2 ST3GAL6 ATXN2L ZNF184 MODULE_207 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_207 SVIL CAP2 DDIT3 DYNC1I1 RBP4 INSIG1 SST PDE8A AP1S2 BUB1B SMURF2 MARCO SERPINB3 B3GNT3 DUS4L FARP2 HPN RBCK1 NTRK3 CD99L2 TOX4 FOXG1 CNTNAP2 ST18 RPH3A PDE8B DIP2C AKAP3 MPP2 KIFC3 GJB5 E2F1 NUDT3 RTN2 SIK3 CDYL NDUFC1 AQP9 TFR2 FGL1 CALML3 KCND1 LRTM1 ECEL1 BBOX1 GALNT13 CYP46A1 LTV1 RASGRP3 MMP27 SIPA1L2 KLHL41 MED8 DLGAP2 PPP1R17 ACTR3B UBE2T CDHR2 TSKU PBRM1 KIAA1210 CARD18 ACP4 GDA GAL3ST3 FAIM2 TFB1M CFL2 FA2H INTS13 SEZ6L2 ZKSCAN5 NECTIN1 KLHL20 OGDHL ATG4D ST6GALNAC5 PANK1 GDAP1L1 GPRC5D DNAJC27 ATPAF2 FAXC HOXC10 EPB41L4A SLC4A5 RANBP17 FLRT3 CENPJ MTHFD1L ACTN2 SNTG2 TRIT1 IFT57 DPEP2 APBB1IP NRIP3 LINGO1 SPG11 LINC00869 TLR9 AGBL5 PRPSAP2 SH2B2 SYT6 SNTG1 SLC7A6OS MS4A14 ACTR6 IQCA1 NAGPA MDM1 NSD1 SPOCK3 SMO ARID2 BAG2 FOXF2 AFAP1-AS1 ZRANB1 NDE1 HSPA4L EIF2AK4 LYRM2 PRTFDC1 PHLPP2 ARHGEF25 ANGEL1 SERTAD4 PECR CCDC62 SPATA5L1 DENND5A ARMCX5 FMNL2 MRPL39 SLC22A16 KLF1 WNT6 EMC9 GOSR1 CD93 MZB1 LGI2 TANGO6 THOC2 FBXO34 VAPB TRPM1 ADCK2 TRIM5 CPNE4 TMEM163 HEBP1 LINC01549 CSGALNACT2 TMEM144 ERVH48-1 ERO1B DNAJC14 HINFP ZHX2 VDAC3 CLOCK MRPL36 DOP1B NSFL1C FAHD2A STRA6 PHF24 PAXBP1 RBFOX2 DHX58 NLN PPDPF ANKRD13A AAR2 GIMAP5 ZNF655 CLDN14 MYOT MAP3K13 TYW1 MSTO1 MRRF RPAP1 CRNN KHDC1 TRAF7 LANCL1 RAN TF COPE CYP26A1 OLFML2B POLE2 EDDM3B CNTNAP5 ZMYM6 PDGFD PDZD2 CLEC3A TMEM45A ST8SIA5 LEAP2 MGA LRRN3 ZNF83 SSX3 SRGAP3 NAA50 CSDC2 LIM2 TH AQR ZFP91 MRPL13 FAM189A1 CDKL3 JPH4 MSH5 DISC1 NIFK ABCA5 DDHD1 SMARCAD1 MODULE_208 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_208 IGHM PLSCR1 CD14 IGHG3 IFIT1 LGMN CD200 ADAM19 HLA-DQB1 MAL HLA-DMA CSF3 HLA-DQA1 CYP1B1 FADS1 PTTG1 THBS1 CCL18 GBP1 IL7R TNFSF10 CMAHP CFB TNFRSF25 CCL7 CD79A CD86 TCF7 IFI44L ISG15 DEFA1 CD8B FAM53B CD3D SERPINA5 AQP9 CXCL13 CD2 CD5 KLRK1 IL3RA IL2RB HLA-DRA LPAR6 FPR1 P2RY10 HLA-DMB SELP OAS1 CTSL TNFAIP6 XCL1 UNC79 PNMA8A IGKC VCAM1 IFI35 CD48 CPVL IFI44 GNLY GZMA MX2 GBP2 IFITM1 IFITM2 KLF6 LILRB1 MS4A1 IL15 CXCL9 IFITM3 IFIT5 S1PR1 TXNIP OAS3 TTLL2 KCNA3 CAMK4 ZNF292 USP30 CEBPD APOL3 KCTD12 HBA2 HLA-DPB1 IGLJ3 SAMSN1 HLA-DPA1 SLC40A1 HLA-DRB3 CD74 POLR3B CACNG4 PELI1 ABTB1 FOXP1 KIAA0753 TXLNGY HVCN1 STAG3 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 GMCL1 KCNQ5 CCDC186 UTY AXIN1 NLRC5 CMKLR1 HELZ2 TTC30A TREM1 PPP1R16B SDC2 TPTE2 RRP15 MCU STK31 MODULE_209 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_209 CTSK AEBP1 PLA2G2A PRSS23 LGMN SERPINE1 IGF1 PLAT C1S LIPA ANPEP MMP1 CTSC ADAM9 CASP4 MMP9 C2 WFDC2 HP PGC APOC1 PSMB9 BMP1 CFB PRSS8 HMGCS2 SORD PEPD UBD F2 HPN CELA3A CFI C1R PRSS2 PROC PLAU PLCG2 SERPINB2 HMGCS1 F12 APOC2 MST1 FURIN F10 CPB2 ACOX2 PLG APOC3 CPN1 BAAT TMPRSS2 OLR1 CTSL MMP7 PLGLB2 MMP14 MMP2 GALE PLA2G7 PRDX6 LIPC GZMA CTSS GZMB GZMK CASP1 TPSAB1 ENPEP TIMP1 FAP CTSE MMP12 ACE LYZ CPM LAP3 NAPSA CTSO MMP13 MMP3 CPA3 PROZ CAPN2 KLK10 XPNPEP1 GALT CAPN5 NEDD8 MODULE_210 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_210 AEBP1 ANPEP MMP1 GGH ADAM9 MMP9 BMP1 APC2 ADAM15 MMP11 TRAF2 ADAM10 CPB2 MMP7 MMP14 MMP2 TIMP1 ADAM11 MMP12 ACE MMP10 MMP13 MMP3 ADAM12 ADAM23 TRAF1 MMP23A KEL MODULE_211 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_211 MMP1 MMP9 PEPD CHIT1 MMP11 AGA MMP7 MMP2 MMP10 MMP13 MMP3 MODULE_212 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_212 RNASE4 MTUS1 ALDH1A1 DPYSL3 GATM PEG10 PLA2G2A ALDH7A1 AKR1C1 GPX3 DUSP6 DDX42 SERPINE1 PNRC1 NUPR1 RHOBTB3 CPQ UGDH PIM1 FUCA1 NNMT CYB5A SV2B LIPA CADM1 FADS2 GOT1 DDX3Y INSIG1 ACSL1 H2BC21 DDC MGLL ECHS1 BLVRB MSMO1 UBE2L6 QDPR PLK1 RND3 PNP NQO1 IGF2BP3 CDK1 CTSC GGH TOP2A CDKN3 ADAM9 RRM2 PCNA COX7B IRAK1 MCFD2 PCBD1 RAB5C EBP MTHFD1 SUMO1 MMP9 C2 CYP27A1 LILRB3 UPP1 HPGD CES1 CYP2B6 LMO3 ALAS1 AKR1C3 SLC9A3R1 GPX2 DUSP5 PRSS8 ST6GAL1 CYP1A1 DDT FKBP8 HAGH AGXT ALPI GAD2 TDO2 CSNK2A1 ABCD3 ETFB PDIA4 TTK SORD PEPD ACSL3 PTS GCH1 ALDH4A1 F2 HPN PAH DECR1 MRPL40 MTHFS AGL CELA3A HSPA8 C1R SORBS2 CBR1 PRSS2 CA2 MAP7 MTSS1 PDK4 HAL XDH FMO4 UGT2B15 PFKFB3 PPP2R5D NRG1 PTPN7 FKBP5 MPP1 PYGL PLCG2 TBXAS1 RAD54L KYNU SERPINB2 GART AADAC HSD17B4 GSTA2 ABCC3 ACO1 FES DAPK1 ADK IMPDH2 ATP5F1E FMO3 HYAL1 F12 GLYAT LCAT UGT2B7 CYP2C8 APOC2 CYP2J2 DIO1 PCK2 HPD MST1 CYP4A11 FURIN GPT CBS DNASE1L3 SDS HSD11B1 DAO ARG1 CPB2 EPHX2 ACOX2 PLG ENPP1 ARSA CPN1 BHMT CYP3A4 PCYT2 SCD FLOT1 CYP3A7 BAAT ACADSB BBOX1 MPPED1 PSMA2 RPS27 RPLP1 SRP9 RPLP2 SEPTIN2 OAS1 SUCLG1 CTSL MMP7 PLGLB2 ALDOA GSTM4 ABCC1 MMP2 GOT2 ADH4 ACADVL OAT GLUD1 MGST2 FAH GALE FH PRDX6 ACADM IDH1 ALDH9A1 EHHADH TREH GYS2 CYP26A1 MDH1 LDHA PYGM CYP11B2 NQO2 SDHC ISG20 CTSS ENPEP IFITM3 TM7SF3 VAV3 MELK CDK4 KIF23 PRDX4 PRDX1 MANF GGT1 XPNPEP2 HDAC2 PDK2 NME2 UQCRQ UQCRC2 ATP5F1B GSTA3 GPX1 LYZ A2M FTL HINT1 CIAO2A PHB2 SPG21 SOD1 MAGT1 P4HB GLB1 LAP3 ARL4D BCKDHB HADHA COMT SRD5A2 PDIA3 CHI3L1 MAP2K5 BNIP3 PIN1 NAT2 BCHE GSTM2 SELENBP1 MYO1E CETP ARMT1 MFSD1 TMEM230 DHRS7 MGST1 PON1 VNN1 CAMK1 CDK5 PLPP1 DUSP3 LACTB SNAI2 PEBP1 GALT NEDD8 MAP2K6 METTL7A NAT1 TRDMT1 SAR1B GGTLC1 SULT1A3 HERPUD1 SAT1 GOLPH3 RAB20 ZNF248 CNOT6 NCOA4 TMED10 XPC UGP2 SPTSSA STRADB LAPTM4A PGD TMBIM6 CHPT1 PCYOX1 MCCC2 GLO1 TALDO1 DHRS4 PIGP NDUFAF1 NEDD4 GPRASP2 TNS1 MXI1 SOAT1 CEMIP2 SULT1E1 IMMP2L KLHDC2 BTD CA5A SLC25A15 HACL1 HEXB C19orf12 TUBGCP6 CD320 MODULE_213 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_213 CFD GPNMB SLC2A3 CHGA PLA2G2A SOX4 ADIRF EPHX1 APOE SOD3 JUNB PTPRC CXCR4 LAPTM5 TSPAN8 HLA-DMA SLC25A1 CCNF WFDC2 ABCA3 AIF1 CHI3L2 NKG7 EFNA1 IL2RG RAC2 TFF3 KRT5 TRIM29 AZGP1 TFF1 GPX2 ALDH3A1 PTPRN2 DGKA ACR AGXT GNG4 MLC1 PIM2 DCAF7 HMGA2 SLC11A2 NNAT TMSB15A GRIN1 KMT2A APBA2 NAB2 RAB11B ADARB1 ELN DPEP1 NRG1 PTPN7 ICAM3 SEPTIN6 P2RX1 EDC4 TYR SHMT1 CD2 NTSR1 PTPN3 ID4 CEACAM1 RAD9A KCNQ2 MAN2A2 PFKFB4 DNTT IFI30 PRKCQ FXYD3 DGCR2 UCP2 TYRP1 SELENBP1 TOB1 ID2 MODULE_214 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_214 SCNN1A GABRP CHRNB1 GABRB3 GLRB GABRG2 ASIC2 CHRNE ATP6V1B1 HTR3A CHRNA4 CHRNA2 CHRNB3 GLRA1 GABRG3 GABRR1 RYR1 GLRA2 CHRNB4 P2RX3 GLRA3 CHRNB2 GABRA2 GABRD GABRA5 TRPC3 P2RX4 MODULE_215 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_215 GABRP GABRB3 GLRB GABRG2 HTR3A CHRNB3 GLRA1 GLRA2 GLRA3 GABRB1 GABRA2 GABRD GABRA6 GABRA5 GABRB2 MODULE_218 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_218 SLC16A3 SLC16A2 SLC16A8 SLC16A4 SLC6A2 EBP SLC6A11 SLC10A1 SLC10A2 SLC20A1 SLC6A4 SLC34A1 SLC6A1 SLC6A3 SLC12A3 SLC17A2 SLC12A1 SLC15A1 SLC24A1 SLC16A7 MODULE_219 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_219 HPRT1 RRM1 PAICS DTYMK RRM2 GMPS TYMS APRT MTHFD1 ADA UMPS ADSL ITPA AK2 GART ADK IMPDH2 ATP5F1E ATP5ME ATP5MF NME1 CTPS1 PRPS2 NME2 ATP5F1B NME4 CMPK1 MODULE_220 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_220 WFS1 COL1A1 EMP2 MDK DPYSL3 COL6A3 CALD1 AEBP1 PDGFRA LUM EPS8 FLNA AR MYH11 GJA1 ITGB5 PDGFRB EMP3 DDR2 SEMA3C IL6 TGFBR3 APOE DLK1 FBN1 EMP1 IGF1 NDN CDC42EP1 TFAP2B ACTG2 ROR2 MSX1 L1CAM PTN FABP7 CRABP1 S100A4 RTN1 ANGPT1 IGF2 NGFR CXCR4 MAL CSF3 GAP43 STMN2 CYP1B1 LEPR TLE1 NTRK2 S100B ZIC1 FGF1 EPHA2 ANPEP MYBL2 GJB1 ARHGDIB EPAS1 NRGN LDB2 TEK AQP4 TNFAIP2 ID1 ANOS1 ITGB2 LMO2 CXCL8 CXCL1 TBX2 KRT15 ELF3 BMP1 KRT14 KRT5 SOX9 PI3 HOXB2 DOK1 SIX1 HLF TBXT SEMA7A DVL1 CAPN3 POU6F1 PLXNA3 MEF2C NELFA CD8A TBX1 PAX6 HOXD13 ZP2 TCL1A KRT6A CD4 DPYSL4 EDA NRG2 PRL CBLN1 HOXD10 LEFTY1 TBR1 MYBPC2 PDCD1 GREM1 NTRK1 HOXC11 KRT32 SIX6 EFNA5 CSRP2 LIF HMGA2 EGF CDX1 ADORA1 NRP1 TBX5 EDN2 SERPINI1 NPTX1 PCP4 CRMP1 LY6H NNAT EPHA4 FOXG1 SPOCK1 EFNB3 NEO1 EDNRB FEZ1 NEURL1 DLG4 CELF2 RND1 NAB2 ADARB1 COL11A1 UGT8 AKAP3 SLIT3 ASIC2 AMELX KRT85 SIX3 MATN1 ACKR2 CRCP NPAS1 FLT1 POU4F1 ARTN PAX9 LMO1 GATA1 LRCH4 WNT10B PAX7 KRT2 MYOG CDX2 SEMA4D CD8B GJB5 SIM2 EFNB1 NRTN CPNE6 CSF1 CTF1 UTRN TAZ PBX1 MGP MEF2D PPP2R5D ARVCF CSRP3 MYBPC1 MMP11 JAG1 CD40 FGF2 NRG1 TNFSF12 ITGB7 MAP4K1 ADRA1D TFAP2A ALDH3A2 HOXA5 PAEP IL3 COL7A1 GRB7 HBEGF CHRNA4 IL3RA GHR KIT GPR65 CD3G GLRA1 BDKRB2 EPHB6 ROR1 FRZB EPHB1 MST1R PTPRR FZD9 GRIK1 GFRA3 RARG IL6R PTPRG ROS1 ERBB2 FZD2 EPHB2 CHRM1 MSI1 KRT13 SPRR1B CCL17 ACTA2 SPOCK2 CXCL10 GLI1 TNNT3 NGF PTMS CLC EVPL DRP2 KRTAP5-9 POU3F1 NTN3 MYL4 HOXA4 NKX3-1 CRABP2 WNT2 ENC1 LHB LCE2B MID1 RECQL4 MYOM1 LAMA3 ACTC1 LRMP PAX5 BST2 FGF7 EREG IL11 BST1 SERPINF1 CCN2 PMP22 PLOD1 ID3 FGF12 GCM2 PAX2 HOXB8 NELL1 EPHB3 RAPGEF1 AMELY HOXB1 EDN3 LAMA2 RELN KRT17 KRT6B KRT16 LAMB3 SH3GL2 WNT5A EFNB2 FGF11 NKX2-8 APBA1 S100A1 EGR2 DLX3 EYA1 FGF5 TLX1 SEMG1 TLX2 DLX5 PRRX2 GLI3 SCRG1 MEOX1 GSTP1 FHL3 ISL1 TNNI2 FOXE1 LAMC2 ALX1 ANKRD7 KRT9 MFNG DCT ADAM12 ZEB2 TBX4 HOXB5 SNAI2 HOXD8 ADAM23 FHL1 DPYSL2 SPEG SEMA3A CPZ DHH NHLH2 CAV3 ST8SIA2 CASP14 WNT7B MODULE_221 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_221 ALDH1A1 ACSL1 ECHS1 BLVRB DPYD DECR1 IVD ALDH3A2 PCCA ALDH6A1 ACOX2 ALDH1B1 ACOX1 ACADSB SUCLG1 DHODH ACADVL ECH1 CPT2 ACADM PCCB ALDH9A1 EHHADH ACADL SDHC ACSM5 SRD5A2 ABAT MMUT ALDH2 MODULE_222 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_222 H2BC21 H2AX CBX1 CENPA CENPF MAP2 MAP7 TERF2 H2BC12 H2AC6 H1-2 H2BC13 H2BC11 MAP4 HMGB2 CENPE H2AZ1 H2AC8 H2AC18 H1-0 HMGB3 TOX MODULE_223 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_223 EMP2 MDK DAB2 PDGFRA MYC EPS8 NAMPT LRP1 BCL6 TGFBI EMP3 IL6 EDNRA CCN1 EMP1 IGF1 CRIP1 TSPAN3 PTN ZEB1 INSIG1 IGF2 CSF3 S100B UBE2C GRN IRAK1 PDGFA HP CSF3R LILRB3 IL1B CXCL1 IL2RG SELL LAMP3 NCF4 P4HA2 TACSTD2 AKR1C3 TFF3 CD79A KCNN4 CD8A REG1B CD4 CD86 PSPHP1 FGB CSRP2 LIF AREG LRPAP1 EGF NRP1 SPOCK1 MTHFR EVI2A NAB2 LY6E CD8B CDK5R1 CSF1 FOSL1 IL18 CD69 CREG1 ADRA1D LILRA2 IL3 FGA PPBP CD2 CD5 B2M HLA-DRB5 HBEGF VIPR1 HLA-DOA LILRA1 SLAMF1 HLA-DRA TLR1 HLA-A IL15RA HLA-C MST1R HLA-DMB SELP IL6R HLA-G HLA-B HFE GRPR ERBB2 LILRB4 RPS4X RPS27 CXCL10 ZFP36L2 CCL14 FTH1 LY86 EDN1 PDGFB RNASE6 ISG20 CD48 LILRB5 TGFA TPSAB1 KLF6 IL1A FGG IL15 RUNX3 ENPEP BST2 TIMP1 CD83 SFN DEFA5 GCG GAS6 EREG OSM DNAJC3 BTG1 HLA-F MXD1 CHRM3 BCAT1 CXCL5 CD81 OSMR SERPINF1 PRDX1 FGF4 TNFSF9 BCAR1 SHC1 CAPN1 MODULE_226 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_226 DUSP6 HSPB2 CDKN3 PRPSAP1 DUSP14 PPP4C GMFB ALOX5AP CXCL1 DUSP5 SCG5 TRIM23 PPM1D SERPINB2 RFC3 ARF4 ARF5 MGST2 PPP2CA UBA2 DYNLL1 PPP1CC ARL1 ZEB2 PPP1R11 PPP2CB PPP6C MODULE_227 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_227 BLVRB ALAS2 UGT2B15 UGT2B7 CP UGT2B4 PPOX HMBS UGT1A6 ALAD UROD CPOX UROS FECH BLVRA MODULE_229 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_229 CITED2 FOS JUNB DDX1 DHX9 SOX9 TFAP4 STAT2 GATA1 FOSL1 XRCC6 XRCC5 EIF4A2 CHD4 BLM ELOA MYCN GTF2F2 DDX5 PRPF4B DDX23 ERCC3 HELZ AC092279.1 KLF7 DHX8 DDX10 OGA WRN ATRX TRIM28 MODULE_233 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_233 UBE2L6 PAICS UBE2M UBE3C UBE2A UBE2N UBE2D2 UBE2V2 UBE2G1 UBE2D1 UBE2V1 UBE2D3 UBE2H UBE2I UBE2K UBE2S UBR5 GCLM TRIP12 TTLL1 GSS UBE2L3 MODULE_234 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_234 COL1A1 AEBP1 LUM FGFR1 IL6 CLEC3B FBN1 IGF1 MSX1 IGF2 ETS2 BMP4 POSTN BMP1 SOX9 FGFR3 HOXD13 COL9A2 ZBTB16 COL11A1 COL10A1 MGP COMP PTH1R SPP2 LECT2 JAK3 GHR TNFRSF11B FRZB NPR3 TIE1 IL6R SPARC SPOCK2 PRELP COL12A1 INHBA SNAI1 BMP2 CALCA CLEC3A IBSP DLX3 DLX5 CNMD TCF15 ALX1 BMP7 BMP5 JAK2 TWIST1 NKX3-2 EXTL1 MODULE_235 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_235 PTGIS ANXA1 LRP1 APOE LDLR UGDH GOT1 DDC MGLL UBE2L6 QDPR MTHFD1 CAD UBE2V2 UBE2G1 UBE2E1 UBE2I APOC1 ALAS1 AKR1C3 APOC4 MAT1A ALOX15 GCLC TTLL12 AGXT GAD2 ASNS PEPD PTS GCH1 AHCY ALDH4A1 PAH ARSB ICMT CA12 CA2 MMP15 NDST1 ME2 PYGL KYNU HMGCS1 QPCT GCLM PHYH ALDH3A2 LCAT UGT2B7 HPD GPT CBS SDS GSTZ1 PMVK CYP3A4 HMGCL ASS1 MTTP GOT2 OAT GLUD1 FAH PYGM IDS CHRM3 ODC1 GGT1 GALNS TPST1 AKR1C2 ACY1 UGT2B10 CETP NEDD8 SREBF1 CA5A HERC2 ATP8B1 CA8 MODULE_236 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_236 APOE LDLR UGCG NR0B2 APOB APOA1 CELA3A SCARB1 APOL1 NMT1 LRP8 SOAT2 VLDLR CETP SORL1 SREBF1 STARD3 MBTPS2 MODULE_237 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_237 PDLIM3 PTTG1 SELL N4BP2L1 TLK1 PPP3CC EVI2B PTGER2 RPS10 ATM IDS FASTKD1 RIPK4 KCNA3 UQCRH ULK4 POLR3B RENBP RNPC3 USP34 ITGAV HSD17B11 G6PC3 HEATR6 TSPAN32 SF1 MAP3K1 MXI1 OGA ADD3 CBLB PTPN22 KLF8 LASP1 CHD7 FOXO1 RBL2 SSH2 WRAP53 TIFA TBRG1 USPL1 DMXL1 GNPTAB HOXA10 ZRANB2 HELQ PIK3CA GPCPD1 ADAT1 ANKRD53 MPZL1 RASA1 ASF1A SYT7 PARVG UBXN11 MMS19 MODULE_238 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_238 IGHM IGHG3 GABBR1 PNRC1 DBP CD200 PTPN12 CD24 MX1 CXCR4 CDC25B DLC1 PTX3 FGR IL4R TAP1 TNFAIP2 ALOX5 ATP2A3 TCL1A COL19A1 TMEM97 NTRK3 PDE2A PTPRO CTSF ABCC5 PRKCB TCF7 TSPOAP1 DEFA1 ITGB7 FAM53B BCL2 KLHL41 DPEP2 CD5 IL10RA ROR1 P2RY10 FCER2 CNR2 SELP GLRA3 HDLBP OAS1 ZFP36L2 BLK USP2 FLRT2 PORCN SOX6 NR2E1 IL1R2 PLGLB2 NME1 DIRAS2 CTSZ MED25 NACAD IRF8 TRDD3 PTPN6 FCMR ARHGAP25 VAV1 SP110 IL24 TXNIP RIPK4 HDAC9 ZNF423 TTLL2 ZBED8 KCNA3 DNAH11 BIN2 VANGL1 TRAF3IP3 ITM2C LRRC19 ZNF292 PRPF38B TRPC1 PLAC8 HLA-DRB3 RUBCNL COL4A4 CACNG4 PTCRA ADAM28 FOXP1 KIAA0753 TXLNGY HVCN1 UNC5D NEK11 BANK1 KCNQ5 MED12L CCDC186 UTY SPINT2 TRAPPC13 MECP2 COA7 FADS3 MARCHF1 BACH2 DGKD AMD1 FCRLA SPPL2A PRMT3 CMKLR1 SPON2 CTLA4 FCRL1 SLC24A3 SHC2 RAPGEF6 FCRL2 RCSD1 RSAD2 ZFHX2 RABIF SEL1L HMGN3 TOR1B SLC27A5 MED29 ZNF395 TP53I13 HSD17B11 G6PC3 XIRP1 RPAP3 MAP2K6 RAX2 BLOC1S5 ADGRE2 OSBPL10 ADA2 PLGRKT HEATR6 FANCF CXorf21 SMCHD1 ANKRD28 COQ9 NAALADL1 TSPAN32 CLDN15 ZNF587 CSMD2 NRIP2 STK33 HIKESHI RIPOR3 SPRR1A MTBP SPATA20 TMEM79 MODULE_239 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_239 RHOBTB3 CHPF PLXND1 MBNL1 FADS2 DYNLT3 PAICS UNG SSR1 CDV3 TWF1 TNPO1 DEGS1 CYB5B GALNT1 DHX9 ATP11A DSP CDK13 PDIA4 LPGAT1 OCLN HMGCR SP3 ACBD3 BMI1 TOR1AIP1 TBCE ROBO1 TENM4 BCKDHA PRRC1 WIZ HMGCS1 AP3B1 VPS72 ZNF655 IL6ST SRP9 LNPEP ASXL2 SLMAP ORC3 PIK3R1 DNAJC3 TRIM24 MANF TOMM20 MAP3K8 NSF BCAP31 TMED2 PPP1CC G3BP2 TACC1 DDX5 PTTG1IP APLP2 IDI1 CNIH1 IGF2R ITGB1 ARPC5 CCDC88A ATP5MD TWSG1 SAR1B TMED10 PCYOX1 GLO1 ADIPOR1 SLC25A32 GIGYF1 SYPL1 ELOVL5 TMOD3 BAIAP2L1 MAEA UXS1 C1orf43 SUCO STAG2 ADSS2 CAB39 IL2 PRUNE1 NONO ZNF490 GOLT1B DYNC1H1 GSKIP PACC1 TADA1 NUP133 ARFGEF2 DLG1 ZNF271P ZNFX1 SF3B1 B3GNT2 VPS50 SLC30A1 AP2B1 RTN3 SLC38A2 NCSTN SOS1 LRP11 RAB6A TAF9B N4BP2 PPP2R5A HDHD2 ANKRA2 IDE DHX40 PIK3R4 TBC1D1 LRRC8A BIVM MODULE_240 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_240 IGHM PTGIS EVI2B AP2A1 PLAGL1 RGS5 IGLJ3 CACNG4 NUP107 ZNF185 COA8 INTS11 AHNAK NUDT22 WWC3 NEUROD6 ZNF266 MGA PLEKHA1 CRYZL1 MODULE_241 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_241 MYL9 CD14 MYLK FN1 COL1A2 RAB31 IER3 LGMN IFI27 CDH11 DUSP2 MAN2B1 NNMT GDF15 FOXM1 DNM2 TARBP2 SECTM1 POSTN S100A9 CYP27A1 CCR1 PDXK LTF DOK1 KDM5C AGXT WASF3 POMZP3 DEFA1 SEMA4D MGAT1 NRG1 GNA15 TBXAS1 EDC4 GRB7 C5AR1 IL2RB C3AR1 TLR1 LGALS3BP FZD2 ETS1 HNF1A SOD2 PRRX1 LPCAT3 MT2A TRIP10 DHCR24 NINJ1 AOAH SPI1 SAA1 ORM1 PLOD1 DNTT MT1H MMP12 LAG3 THBS4 ATP1B1 PPIB S100A1 SUPT5H EYA2 TAX1BP3 P2RX4 TRIO CDK10 PIEZO1 PLD3 MODULE_242 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_242 PPP4R2 TNFRSF13B DHRS2 TFAP2B GFPT2 MAGI1 L1CAM SOX10 PTP4A3 CLDN5 EIF4EBP1 RAC3 PRB4 PGC CDH1 PSCA CCL7 ALOX15 TP63 TRPM2 PI3 SPINK2 KCTD17 CHST1 MYH2 DKK4 AANAT PLIN1 TBXT REPS2 ADGRL3 ASIP NRXN1 GIP SSX4 SEMA7A ZNF143 NECTIN1 STATH B3GNT3 PTH2R ABCA1 SLC7A11 PIK3IP1 NAT8 MLLT1 NELFA ZBTB24 NDRG2 TBX1 SYT5 ABCB9 CDK5R2 GNG4 ARFGAP3 H3C6 GNG7 AKAP7 POM121L9P REG1B CD4 WASF2 CEACAM4 TAGLN3 FAM13A RUNDC3A CYP27B1 NR0B2 MYCL HTR4 MPZL2 EDA NRG2 FKBP6 ADAM20 C5orf30 RASL10A EIF1AY FAM131B SRPK3 SHBG NSG1 TRIM10 SLC22A18AS EXOSC2 PIGL HCRT MET LEFTY1 ACTL6B NTNG1 GLE1 PGAM2 GREM1 KIAA0586 FAM214B NTRK1 RBMXL2 MAGEA4 SLC17A3 PZP HOXC11 NEMF CHP2 KRT32 AMMECR1 CNTN6 SIX6 ATP6V1G2 MAGEC1 KIF21B SCN2B SLC17A7 RIMS2 NNAT CCK PTPRN GALR3 TACC2 SCAMP5 MTHFR ABCC8 APC2 SSTR2 EXD2 ACSL6 CEP135 GRIK5 BRD4 CEACAM3 CDH16 AKAP3 SLIT3 SIT1 RGS9 RIBC2 AMELX SPC25 MAGEA9 ALDOB SIX3 ODF1 ECE2 LRIT1 LOR KCND3 SERPINA4 ATP4A CTSG SLC22A6 SEZ6L IVL ENTPD2 CHST3 CRCP TRIM15 UCN FLT1 PRELID3A TNFRSF10C RECQL5 S1PR2 CCKAR BMP10 LYPD3 CHRNE SLC7A4 IKBKG UNC119B PAX7 GPR3 TEX28 MYOZ3 H6PD EMID1 VAMP1 S1PR4 CLDN9 P2RX1 KCNQ3 AQP8 INHBC CYP2C19 GRK1 REN PRF1 FCN2 TRIB1 GNMT CLDN14 GRM2 MSI1 HBB HSD17B1 PKP3 JAKMIP1 ING1 HMHB1 ASIC3 CCDC9 TNFRSF21 LCE2B SCGN KCNN1 NR2E3 GALNS HOXB1 PIGO GAS8 TNFRSF6B TAOK2 MTA2 DNAJB12 MODULE_243 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_243 TSPAN7 FCGRT VAMP5 DDIT4 LIPA APOD PCNA PDGFA ATP2A3 HAGH M6PR RPA3 TM4SF4 ACBD3 SLC11A2 ZBED4 ITGB3BP BCL2L1 NDUFA4 SPG11 VPS36 PSMD10 SUB1 TGM3 AMZ2 ALG6 WDR19 TMEM161A SEC24D ECH1 UQCRFS1 PLTP TM7SF3 LBR PRDX1 GATD3A CCP110 MTPN HIGD2A SCAND1 ATP5IF1 SAYSD1 CACNG4 ZFP36L1 MRPS24 TOB1 HSD17B11 CHAMP1 CNOT6 PIGP PPP6C ZRANB2 RTN3 PJA2 HERC4 CCDC32 APPL2 GASK1B CRLS1 JRKL CAMLG IFNA13 MTHFSD IFT122 FAM171B PGS1 ADGRV1 ZBED5 RAD17 SCAMP1 GPR37 PDCL EGFL7 TSPAN6 BDP1 ZKSCAN4 DCUN1D1 TM2D2 RTL8A AGR3 STRN3 MODULE_244 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_244 MYLK ROR2 SMARCA2 DDX3Y CSPG4 PLK1 KIF11 TRIP13 POLD2 CDK1 CCT6A TOP2A DTYMK PCNA MCM3 GMPS MCM6 NOLC1 IRAK1 DDX1 CDK2 MAPK6 PSMC6 MAP4K4 MTHFD1 PSMC4 TK1 MAPKAPK3 MAT1A MAPK13 CSNK2A1 POLA1 NPR1 ABCD3 RFC4 TTK WEE1 DDX17 AK2 MSH2 POLR2K KIF3B HSPA8 EPHA4 POLR2J CDK6 DDX11 ORC1 PKN1 DYRK1A TIAF1 P2RX1 VRK1 PRIM1 RAD54L PRKCD KIF14 KIF2C DHX30 POLRMT CCT4 CDK16 RFC3 MERTK FES GRK1 AK4 EPHB1 PTK7 EPHB2 CARS1 EIF4A3 XRCC6 KARS1 XRCC5 NARS1 ILF2 CHD4 MAPK4 BLM MKI67 RFC2 QARS1 IARS1 HARS1 KHSRP LIG1 VARS1 GUCY2D ACVR1 HNRNPU NME1 ABCC1 ABL2 MED24 RECQL4 LCK PFKFB4 RUNX3 POLE2 CDC7 MELK CDK4 NEK2 KIF23 CENPE RAD51 BUB1 CHEK1 RFC5 POLD1 SMC2 PLK4 CHEK2 NME2 ATP5F1B DYRK3 PRKCQ MAP3K8 MAP4K2 PRKCI NME4 CCT8 XRCC3 GTF2F2 HLTF MLH1 STK38 DCK MAPK14 PRIM2 RAD51C PRPF4B CDK7 NEK4 DDX23 SRPK2 POLR2D RFC1 LIG4 CMPK1 CLK2 PMS1 POLE KIF22 ERCC3 STK11 HELZ MARK3 COASY MYO1E ABCB4 IGF1R POLR2C SMARCA5 CAMK1 CDK5 TIMM44 TRAP1 HSPD1 PRKX ACVR2B CDK8 CSNK1E SEPHS1 MSH5 DDX10 GSS ATP12A PDK3 POLR2E DDX6 PEX6 STK3 POLG VRK2 TAP2 USP14 HK1 LIMK1 MAT2A PEX1 CDK20 MAP2K2 CCT6B HSPA1L SEPHS2 MODULE_245 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_245 CCT6A VBP1 SSR1 TNPO1 TOMM34 LRPAP1 HSPA8 CCT4 SRP9 BAG3 AOC1 PPIC KPNA2 FKBP1A ERP29 DNAJA1 KPNB1 HSPE1 PDIA6 PDIA5 HSPD1 KDELR2 SSR2 ATF6 KDELR1 TNPO2 MODULE_247 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_247 CD14 AKR1C1 EPHX1 MICAL2 ALDH1A3 ADH1A MGLL NQO1 DEFB4A DEFB1 ALDH3B1 PRG2 LBP FMO4 UGT2B15 EPHX2 RNASE3 PGLYRP1 CAMP BPI ALDH3B2 ADH4 GNLY DEFA5 DEFA4 HTN3 SI LYZ S100A12 LALBA SULT1C2 VNN2 MGAM VNN1 KMO BTD AZU1 MODULE_248 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_248 WFS1 LUM TGFBI PDLIM3 FBN1 CRYAB ABLIM1 PTPN13 PDLIM4 STMN2 CYP1B1 GRB10 EFEMP1 FGR PRB4 SOCS3 SLA CXCL8 CXCL1 CRYM DGKA FKBP8 PIK3R2 PAX6 RRH STAT4 CHN2 PRKCZ DLG4 STAT2 COL11A1 RGS16 MPP1 PLEK SHROOM2 RCAN1 PHYH MERTK PLCG1 FES GRK1 TULP1 JAK3 GRB7 SH2B2 PRPH2 UNC13B PRKCH PRKD1 NPR2 PRKCA CXCR2 HRH1 MYOC PTPN3 RIN1 NOS1 BCAR3 GUCY2D BCR ATXN7 ITK SNTB2 ABL2 NCF1C LCK PTPN6 JAK1 VAV1 TYROBP IL16 SH2D1A GRAP2 HTRA1 EML1 PAX2 CRYGA RCVRN P2RY2 CNGA3 CNGA1 PRKCQ GRB14 GUCY2F GUCY1A2 GUCY2C ADCY8 APBA1 EML2 ARHGEF11 PSEN2 S100A1 PTPN11 BRAF BFSP2 TULP2 FSCN2 FER USH2A CASK DLG3 RPE65 DGKE GNAT2 CDH3 KRT12 CYTIP RASA3 SOCS1 RS1 LIN7A CRYGD MPDZ PIK3C2G ZBTB33 TXK PDCL SHB BEST1 PDE6B PRKCG PRKAR2A CRYBB2 ARHGAP29 PITPNA IMPG1 YES1 PDE6A ARAF MODULE_249 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_249 F13A1 ALAS1 HAT1 QPCT GLYAT LCAT BAAT SPTLC2 CPT2 HADHB GGT1 HADHA NAT2 TGM1 ACAA2 NAT1 GGTLC1 SAT1 DBT CPT1A DLST ACAT1 MODULE_252 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_252 JUN PER1 MYC CDKN1A SOX4 FOS CCND2 JUNB CALU MSX1 H2BC21 STMN1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 H2AX CCNB2 PSMA4 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 MAD2L1 POLD2 CDK1 RCC1 FOXM1 CSE1L ILF3 TOP2A CBX1 CCNA2 CENPA PCNA MCM3 MCM6 SRSF2 UNG SNRPC TNPO1 LSM1 HNRNPA0 TFDP1 RPA1 COPS2 DNMT1 PSMC4 EWSR1 APEX1 IPO7 NAP1L1 PPP4C DHX9 UBE2A SUMO1 STAT1 LMO2 MNDA SOX9 DSP PAX6 HSF2 CSNK2A1 POLA1 CENPF RFC4 E2F3 CSRP2 WEE1 RPA3 CDKN2A HAT1 SLBP PRKDC MSH2 NUP153 BMI1 RBBP4 CTCF SRSF7 AKT1 NFATC4 MAP2 FOXG1 KMT2A LHX2 POU4F1 RAD51D CDKN2C E2F1 FOSL1 PPP2R5D RPA2 ORC1 H2BC12 HMGN4 DYRK1A TIAF1 SFPQ PRIM1 RAD54L NDC80 SNRPA1 NCBP2 CDC45 KIF2C EZH2 GNL2 SNW1 RFC3 VPS72 PSMD10 PSMA2 PSMD12 PSMB5 PSMD2 HMGB1 RAN TRA2B KHDRBS1 SNRPE YBX1 HNRNPR XRCC5 SSB ILF2 ACTL6A HNRNPF SRSF10 RAD23A CBX4 SLU7 TMPO RNMT HNRNPA3P1 SNRPD1 KHSRP LIG1 ADNP2 TSN NFYA BARD1 NME1 LRP8 RECQL4 POLE2 ZBTB25 RAD21 NCAPD2 KNTC1 TOPBP1 CDC7 HMGB2 CDK4 NEK2 KIF23 CENPE RAD51 BUB1 BIRC5 CDC25C CCNE2 H2AZ1 CHAF1B RFC5 POLD1 SMC2 PHLDA1 HDAC2 HDAC1 NME2 KRT17 KATNB1 DGKI TLX2 MYCN XRCC3 DEK GTF2F2 ZNF146 ASAP2 TAF7 MAZ DLX5 HLTF DDX5 TAF4 MLH1 TAF6 COIL CBX5 SRSF1 STK38 MAFG DCK ZFP36L1 MAPK14 NUP107 GTF2I PRIM2 NASP DR1 RAD51C ZNF217 PRPF4B MPHOSPH6 MEIS1 PNN SSRP1 NELFE CDK7 MLF1 NEK4 DDX23 TAF11 ZNF43 CCNO SRPK2 ZNF124 PRPF8 STAMBP POLR2F POLR2D SAP30 CMPK1 CDC5L TENT4A HR CCNT1 POP7 HOXA13 APLP2 KMT2D WDHD1 MODULE_253 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_253 DNM1 KIF5C STMN1 KIF11 MAPRE1 ARSB KIF3B MAP2 KIF14 KIF2C TUBB3 TUBB4B TUBA4A SNTB2 MAP1B KIF23 CENPE DYNLL1 KIF5A DCTN2 DYNC1LI2 MODULE_254 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_254 DUSP6 IER3 CLEC2B CCND2 G0S2 NUPR1 BIRC2 MX1 PLK1 MYBL2 CCNB1 CDC20 PCNA GSPT1 UBE2V2 NEDD9 TNFSF10 IL1B E2F3 WEE1 E2F1 CDK6 MPO CD69 BNIP2 SERPINB2 CDC45 BCL2L1 CD2 LGALS3 KLRK1 FCER2 FAS RAN BIK MKI67 BCAR3 BIRC3 BCL2A1 IFITM1 IL1A EREG DNAJC3 FASLG TNFSF14 LGALS1 CDK4 BIRC5 NFKB1 STK17B NRAS FGF4 LALBA BNIP3 MPHOSPH6 SON BNIP3L CDK8 CFLAR MBL2 MODULE_255 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_255 COL6A3 KRT19 GSTM1 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 ACKR1 SFRP1 TMEM47 NFIL3 GEM FOS CCL2 SLC43A1 ADIPOR2 STAT3 FUCA1 SV2B CHL1 CDH5 TIMP3 ACSL1 TBC1D9 UGCG PKIA TMED3 DLC1 PTX3 SMAD3 MRPL47 MMP9 PLAAT4 GPSM3 CD163 DPYD ITGAM CXCL8 CSF2RB CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 AC004151.1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZKSCAN7 S100A5 MYEF2 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 ALDH1B1 SCD CLUH NXPH4 KLHL41 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 FPR2 MST1R EPHA7 SELP RNASEL PTPRF EEF1D ELOB TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 PPP1CB XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 BCR CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 TRIM14 PCED1B LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIO3 DIRAS2 COQ8A PTGS2 CIP2A CMTM6 ESPN PTPRT POLDIP3 LDAH PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 NELFB NUP58 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 STRIP2 MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B POGLUT2 TRIM7 ZMAT4 MMP14 TMEM248 UTP11 C19orf73 ALDOA HS1BP3 MBD5 HACD1 DHODH EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 FMN1 DCANP1 REPIN1 FAR2 NACAD POU6F2 ZGRF1 EFCC1 KIAA1522 NOL7 PAPOLA GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG AGAP2 RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C ABHD17C SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN AC022966.1 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 GABARAPL2 ADAMTS3 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQOR ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A LNPK LRRC14 ALKBH4 NELFCD MED28 TMEM255A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A MODULE_256 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_256 PECAM1 FLNA PKD1 PCK1 INA ACP2 IL1RL1 CELSR2 PHYHIP ETV5 ELN ACVRL1 PTH1R ARSA TRPM1 SARS1 NUP88 WNT2 HLA-DRB4 ST7L NDUFAF3 ACBD6 SLC12A5 DNAH11 ZNF106 CSF1R SOD1 TPT1 DOCK1 TAF7 CRY1 MIF4GD RSF1 NR1H3 PAK1IP1 ABCB8 KDM7A CHAMP1 FNTB H3C4 ZC3H3 PLEKHB2 ZNF160 DGAT2 DIPK2B INPP5B ASB16 SHLD2 ZNF559 ABCA7 GPD1 HMGN2 RMDN3 CHCHD6 UQCC2 MIS18A YTHDF2 PAPOLA LRRC40 FBXL3 NUP214 MODULE_257 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_257 CALD1 LRP1 FAT1 CLEC3B CDC42EP1 CHPF PPP1R15A PLXND1 HEG1 TSC2 CHAF1A ERF CAD GRK5 ATP11A GNS ARFIP2 FZR1 FKBP8 VAV2 MEF2C ELK3 GLE1 PGAM2 SKI DDX17 AKT1 CA2 GABRG2 RAB11B TCF7 OAZ2 TLE3 MMP15 GRK2 MEF2D VPS9D1 TGOLN2 MGAT1 EHD1 MTA1 INPPL1 TSKU CD93 RARA SLC7A2 EEF2 SNRPA GABRB1 SLC20A1 PNPLA2 ECE1 ARL4C HPCA PIGQ IDS DNAJC3 MCAM NCAPH KIAA0100 PLK4 GYPC PFKL MAP4K2 RNF40 PACSIN2 PRPF8 PTTG1IP APLP2 KMT2D CTSD CPSF7 OXR1 SEC61A1 VAMP2 NUMA1 PLD3 TLE4 DCTPP1 ACTN3 SHC1 STARD3 N4BP2 TBC1D1 LRRC8A LIMK1 HSPA1L TNPO2 ABCA7 RTKN SNRNP70 HDAC10 SH3GLB2 USHBP1 ZNF3 IFT43 TP53INP2 SSBP3 PPIP5K2 EPS8L2 SRRT TNRC6A LITAF VPS39 UBTD1 TBCK PMPCA ACAD10 HMG20B MDH2 CCNL2 FAM168A LRP5 LRRC61 DGKZ RBM14 EDC3 HDAC7 DLGAP4 MYH7B MKRN1 AKT2 NAGLU DNAJC4 WDR37 TRA2A SLC35F6 USP5 SEC14L1 TELO2 STAT5B LIMD1 URGCP RAB35 FBF1 MUTYH ZDHHC8 SLC35C1 CD276 GPS1 PPM1F KANSL1 CAMSAP3 CABYR ANAPC2 ATXN2 DGCR8 CLSTN1 ELL TAF6L IMPDH1 MFSD9 MED9 EXTL3 ASB5 YIF1A MODULE_259 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_259 MYLK PDGFRA CDKN1A PDGFRB FGFR1 DDR2 CCL2 PDGFRL IFNGR1 LEPR EPHA2 IL4R TEK IL7R GRK5 CSF3R F3 IL2RG CSF2RB IL13RA1 FGFR3 NRP1 EPHA4 FGFR2 EFNB3 PDK4 CDK5R1 MERTK DAPK1 GRK1 IL10RA IL3RA IL2RB KIT EPHB6 ROR1 EFNA4 EPHB1 MST1R MUSK TIE1 CSF2RA AXL PTK7 ERBB2 EPHB2 MODULE_261 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_261 NR4A2 PKD1 KLF10 LIPA ALCAM INSIG1 NUP205 TCF7 CD69 PMAIP1 MARCHF6 PTGER2 TRAK1 MED14 COX6C FMNL1 KLRA1P FYTTD1 WDR75 NOX4 MIOS LBR DBF4 SCRN1 SGCD ULK4 PRKCI HLA-DRB3 NRAS INTS7 NMD3 AGO2 TAGAP TAF1D C1orf159 THOC7 WSB1 DHX15 PTPN11 G3BP2 SNRNP200 STARD4 NSUN2 CD164 DDX49 APOA2 PPTC7 EAF1 STK4 AEN FEM1A ARL8B PELI1 HOXA7 CRIP2 CRKL KLHL15 ANKRD20A1 BNIP3 EIF2AK3 KBTBD8 PPP4R3B RLF TACC1 AKR1D1 SBNO1 SEC16A NFATC1 GLCCI1 STK10 DNAJC5B BET1L DNAJA3 UBR7 RNGTT SLC25A22 RAB8B C2CD5 USP25 MUS81 SYNE2 PAG1 TLE4 ZMIZ2 SF1 SYNJ2 BCLAF1 OGA NFKBID ANKRD44 P2RY8 LBH LPP ORAI2 IRS2 AP1G2 C12orf43 SNX9 RNF213 SLC9A7 MODULE_262 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_262 MYC CCL3 CXCL12 CCL2 CCL15 TFRC LTF CCL7 CCL13 CP HFE CCL23 TF STC1 MT2A CCL11 CCL19 CCL14 XCL1 MODULE_263 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_263 CCL3 CXCL12 CCL2 CCL15 CCL21 CXCR4 PLAUR CCL18 CX3CL1 CXCL2 CCR1 CXCL8 CXCL1 CCL7 DEFB1 C5 CCL20 CCL13 PLAU CCL4 PPBP PF4 CXCL13 C5AR1 C3AR1 CCR5 FPR1 FPR2 CXCR2 CCL17 CXCL10 CCL23 CCL11 CCL19 CCL14 XCL1 IL1A CXCL9 CXCL14 CCL8 CXCL11 IL16 CXCL5 CXCL6 CCL25 MODULE_264 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_264 AP1S2 LRP8 HPCAL1 AP2S1 HPCA AP3S1 AP2A1 SEC24D SEC31A ARCN1 AP2M1 MODULE_265 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_265 IL1R1 IFNGR1 CXCR4 LEPR IL4R IL7R CSF3R F3 TLR2 IL2RG CSF2RB IL13RA1 IL1RL1 IL1RAP IL10RA IL18R1 IL3RA IL13RA2 GHR IL2RB CXCR6 TLR1 IL6ST IL15RA CXCR5 IL6R CXCR2 IFNGR2 MYD88 MODULE_267 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_267 CHRNB1 CHRNE P2RX7 P2RX1 CHRNA4 CHRNA2 CHRNB3 GLRA1 CHRNA7 GLRA2 P2RX3 GLRA3 CHRNB2 CHRNA3 P2RX4 MODULE_272 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_272 BLVRB PAICS MTHFD1 UMPS ALDH4A1 MTHFR ALDH1L1 PYCR1 ALDOA ADH4 ODC1 MTHFD2 MODULE_273 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_273 ELF4 NDUFS6 STAT1 IRF1 REL NFATC4 FOXO4 NMI NDUFV2 NDUFV1 NDUFS3 NDUFS8 ATP5F1E NDUFS4 ATP5F1D ATP6V1G1 ATP5ME ATP6V0B ATP5MF NDUFS5 ATP6V0C ATP5PO NDUFB3 ATP6AP1 NDUFB5 NDUFC1 UQCRB YBX1 POLR2G BORCS8-MEF2B KAT5 CEBPB UQCRC1 UQCRC2 ATP6V1B2 ATP5F1B ATP6V1F PPA1 NFKB1 CEBPD BTF3 MAFG POLR2F CBFB SNAPC1 NR3C1 TSC22D1 POLR2I POLR2E NFE2L1 RBPJ TXNL1 MODULE_274 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_274 KCNMB1 NCAM1 SLC6A2 SNAP25 DNM1 SYT1 ANK3 SST NQO1 CHRNB1 SYT5 HTR7 CBLN1 GAD2 HCRT HTR2A SYN1 SCN2B GAD1 MAPK8IP2 NPTX1 GABRB3 GLRB GRIA2 GRIN1 NOVA1 GALR3 AMPH SLC1A6 CNP DLG4 SLC1A3 SCN1B CORT GABRG2 DRD3 ASIC2 CHRNE SLC6A7 GRIN2A KCNK3 HTR6 GRM4 CPNE6 SLC6A8 P2RX1 KCNQ3 HTR3A CHRND GABRA1 DRD2 VIPR1 CHRNB3 CHRNA7 GABRE GLRA2 CHRNB4 GRM2 OPRK1 GRIK1 GRM3 NTSR1 CHRNB2 GRIK2 DRD4 CHRM1 RAPSN NOS1 GABRB1 PNOC KCNN1 CHRM3 SLC1A1 APBA1 ABAT KIF5A GABRA5 MAPK1 SULT1A3 UNC119 DOC2A SYN2 MODULE_275 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_275 ITGB5 TNC ITGA5 ITGA3 ITGB2 ITGAM ITGA10 ITGB7 CD47 ITGAL ITGB3 ITGA9 ITGB6 ITGA2 ITGAV ITGAE MODULE_277 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_277 SLC16A1 MBNL1 TRIM23 GTSE1 H2BC12 THOC2 LNPEP NFYA RAVER1 SCYL2 G3BP2 ANKRD20A1 PUM2 DNAJA3 USP25 SMC5 SP1 DR1 PRPF4B CMPK1 TENT4A SMAD5 RPE MC1R MAPK1 TRAM1 AVL9 INTS8 PAK2 PAIP2 NUFIP2 POLR2M ZNF639 EPS15 CSNK1A1 TMEM156 FEM1B FUNDC2 VCPIP1 ZMYM4 ABCB7 CLASP2 GAPVD1 CDKN2A-DT LTN1 ANKRD17 ICK IFT46 MIB1 IL21R TBC1D14 TAF2 FUBP3 CENPT USP22 MODULE_278 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_278 UBE2C PAICS GMPS MTHFD1 UBE2M CAD UBE3C UBE2A UBE2N UBE2D2 UBE2V2 UBE2G1 UBE2D1 UBE2V1 UBE2E1 UBE2H UBE2K UBE2S UBR5 GCLC ASNS MTHFS GART CDC34 GCLM TRIP12 PCCB CTPS1 PRPS2 GATB GSS HERC2 FBXO21 WWP2 MODULE_279 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_279 KRT19 DHRS3 TFAP2B SYT1 ZEB1 SERPINA3 SYNGR1 DMD CCNB1 CCT6A PSMA3 FERMT2 ANXA4 LIMK2 TGFB3 VAV2 PRG2 DDX18 ACSL3 DDX17 GCHFR NFATC4 DPP6 GALC LBP PFKFB3 DDX11 DUSP4 GCLM KCND1 PTPRS GABRE RPS18 RPL24 DSG2 SPOCK2 CXCL10 SLC12A4 MCTS1 GEMIN7 RERE ATG16L1 MBD5 NOL7 PCCB SDHC IFI35 CCNG2 SP110 TIMP1 FOSL2 BMP6 AK3 ZNF292 MAP4K2 S100A12 PLPP3 CEBPD RPS5 RPL13 HLA-DPA1 H2AC18 WNT3A BET1L DLX5 ERCC3 HSPA1B PSEN1 GAS2 CARD16 COL4A5 TRIP4 SMARCA5 SKIV2L PTHLH PRSS1 CYTH1 NUMA1 PRKAR2B CLSTN3 FGF13 PCTP OSBPL2 YPEL3 PMS2P1 TMEM143 THEMIS2 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 AKAP5 FRMD4A CRBN DCAF10 DHX34 LGALS8 BOD1L1 NUP210 C16orf71 MAD2L2 NBPF3 KIF13A RDX MIEN1 OSGIN2 PLCL1 PNLIPRP1 BHLHE41 ZNF587 TRIM33 ARPC5 MAP3K2 LZTR1 MYO5B ATE1 ESYT2 SIL1 HOXD8 DNAJC9 SNED1 SINHCAF ENOX1 MAP3K10 PYROXD1 PILRB FAM49A BPHL FRG1 ZNF224 GRIN2C NDP SOX2 MODULE_280 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_280 AOX1 LOXL1 ANPEP MMP1 ADAM9 GALNT1 PPP4C MMP9 LTF BMP1 SORD PAH CA4 CA2 PTPRZ1 MMP11 ZPR1 CP ECEL1 PTPRG TF MMP7 MMP14 TRAF3 MMP2 AFP MMP12 ACE FASN PAM MMP10 CRIP2 ZNF146 YY1 MMP13 MMP3 HS3ST1 ADAM12 POLR2I LTA4H CRYZL1 ZNF117 MMP23A CA5A SUOX MODULE_281 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_281 DUSP6 HSPB2 SSBP1 PRPSAP1 DUSP14 RPA1 GMFB CXCL1 DUSP5 RPA3 SCG5 TRIM23 PPM1D RPA2 SERPINB2 HMGB1 KHDRBS1 YBX1 ARF4 ARF5 RAD23A FUBP1 MGST2 UBA2 ZEB2 XPC PPP2CB PPP6C MODULE_284 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_284 SLC23A2 CSPG4 ZWINT ABCC8 SLC1A3 INPP1 PPP3CC RAP1GAP RHAG TCN2 SLC12A4 H1-3 SLC35D1 HADHB ACADL KDR PHLDA1 MAP4K2 RSL24D1 PLXNA1 FAM3C CKMT2 EPHA1 IGF1R ID2 PPIP5K2 OSBPL3 CUX1 ECRG4 PDE7A DKC1 CHD9 PCSK6 RPS6KA3 ASCC1 UGGT2 GABPB1 SYNC DLEU2 NR4A3 PGM3 IDO1 CLN5 FXN SMPDL3A MODULE_285 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_285 DHRS3 SNCG CACNB3 PLXNA3 CYP2E1 MTSS1 SCN1B GALC TBXAS1 DHX30 TST SHMT1 RPL18 BORCS8-MEF2B EVPL METTL22 TSC22D3 SIPA1 MYO15A DNAJA3 SPOUT1 VNN1 ZFHX2 TPTE2 OSGIN2 B9D1 UROS ASB5 AP1G2 ZMYM1 CPPED1 B4GALT1 TSC1 ZNF75D COL5A3 CTNS RAB40A BRF1 LIN37 AGTPBP1 MPP6 KLK13 ZBTB6 LAMP1 GCAT INTS2 CDK2AP2 ARMC8 FNBP1 MODULE_286 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_286 UGDH ADH1A ME1 HSD17B10 HPGD ADH1C SORD HMGCR CBR1 XDH HSD17B3 CRYZ HSD17B4 IMPDH2 HSD11B1 ADH4 IDH2 HADHB IDH1 AKR7A2 EHHADH MDH1 LDHA HADHA FASN TP53I3 AKR1B1 SPR HSD17B7 HSD17B2 CBR3 CRYZL1 GPD1 MDH2 NSDHL LDHC IDH3A MODULE_287 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_287 LUM FBN1 CRYAB CYP1B1 EFEMP1 PRB4 CXCL8 PROM1 CRYM SIX6 SORD ABCC6 HTR2B EDNRB COL11A1 RGS16 TYR CRYAA CRYZ PHYH MERTK COL18A1 PRPH2 OXTR CXCR2 MYOC GUCY2D OAT EML1 PAX2 CRYGA P2RY2 CNGA3 CNGA1 GUCY2F OPA1 CRB1 USH2A GNAT2 CDH3 KRT12 RS1 CRYGD PDE6H GRM8 TACR1 OPN1SW PDE6B PDE6A AOC2 MODULE_288 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_288 ACKR1 EDNRA CXCR4 CCR1 CX3CR1 EDNRB CCL13 AGTR1 CXCL13 C5AR1 NPY1R C3AR1 CXCR6 CCR5 BDKRB2 FPR1 CCR2 FPR2 AVPR1A TACR3 CXCR5 CCR8 OPRK1 OXTR GRPR CXCR2 BDKRB1 CCR3 AGTR2 CCR6 OPRD1 NPY5R ATP8A1 TACR2 GNRHR TACR1 TSHR MODULE_289 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_289 RGS5 ACKR1 CCL3 EDNRA CXCL12 AKAP12 NPY CXCR4 GAP43 RGS4 PRB4 GRK5 CXCL2 CCR1 CXCL8 CXCL1 DEFB4A DEFB1 DGKA ADORA1 GIT2 EDN2 C3 CX3CR1 GNAO1 GRIN1 GALR3 SCG5 EDNRB CORT GABRG2 ADGRL1 RGS16 GNAI1 DRD3 UCN ADGRE1 GNA15 S1PR4 GPR183 NMU GRK1 GRB7 PTGER3 ECEL1 CXCL13 GHRHR GPR39 C5AR1 ADRB2 LANCL1 NPY1R GPR182 C3AR1 CXCR6 GPR65 ADRA2B P2RY14 LPAR6 CCR5 BDKRB2 FPR1 CCR2 PTAFR HCAR3 FPR2 AVPR1A P2RY10 TACR3 MS4A2 FZD9 CXCR5 CCR8 GRM2 OPRK1 ADRA2A GRIK1 ADORA2A NPY2R PTGER2 ADGRL2 GRM3 PTGFR GPR171 HCRTR2 NTSR1 PTGER1 GPR75 ADCYAP1R1 FZD2 GPR37L1 CHRM1 BDKRB1 RGR CCL17 RIN1 RGS3 CCL23 PLCB2 PNOC GPR17 PTPN6 CCR3 CXCL9 GCG AGRP GRP TSHB GABRA2 GNA14 GRB14 PDYN GNA13 SCTR DGKI HCRTR1 GABRA6 GABRA5 GRM8 OR2F1 ADGRB3 OR10H3 GNAL PRKD3 MODULE_291 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_291 MYL9 CD14 FN1 COL1A2 RAB31 IER3 LGMN IFI27 CDH11 DUSP2 MAN2B1 NNMT GDF15 FOXM1 DNM2 SECTM1 POSTN S100A9 CYP27A1 CCR1 PDXK LTF DOK1 KDM5C POMZP3 DEFA1 SEMA4D MGAT1 NRG1 GNA15 TBXAS1 EDC4 GRB7 C5AR1 IL2RB C3AR1 TLR1 LGALS3BP FZD2 ETS1 HNF1A SOD2 PRRX1 LPCAT3 MT2A TRIP10 DHCR24 NINJ1 SPI1 SAA1 ORM1 PLOD1 DNTT MT1H MMP12 LAG3 ATP1B1 PPIB S100A1 EYA2 TAX1BP3 P2RX4 CDK10 PIEZO1 PLD3 MODULE_292 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_292 IGHM PLSCR1 CD14 IGHG3 IFIT1 LGMN CD200 ADAM19 HLA-DQB1 CD37 CD24 MAL HLA-DMA CSF3 HLA-DQA1 CYP1B1 FADS1 THBS1 CCL18 GBP1 IL7R TNFSF10 SELL TNFRSF25 CCL7 CD79A ATP2A3 ST6GAL1 DGKA CD22 SP140 TCL1A CD86 CD72 IFI44L ISG15 DEFA1 CD19 LSP1 ICAM3 PTPRCAP FAM53B CD3D SERPINA5 AQP9 CXCL13 CD2 CD5 KLRK1 IL3RA IL2RB HLA-DRA LPAR6 FPR1 CD79B P2RY10 HLA-DMB CD27 IGLL1 OAS1 CTSL TNFAIP6 XCL1 SPIB UNC79 PNMA8A IGKC POU2F2 UCP1 LCK VCAM1 IFI35 CD48 IFI44 GNLY MX2 GBP2 IFITM1 IFITM2 MS4A1 CXCL9 IFITM3 IL16 IFIT5 OAS3 TTLL2 CAMK4 USP30 UCP2 CEBPD APOL3 KCTD12 HBA2 HLA-DPB1 IGLJ3 SAMSN1 HLA-DPA1 CD74 RUBCNL POLR3B CACNG4 PELI1 BLNK ABTB1 FOXP1 KIAA0753 TXLNGY HVCN1 STAG3 CARD16 CNRIP1 UNC5D NEK11 LIMD2 BANK1 KCNQ5 CCDC186 UTY AXIN1 NLRC5 MYCBP2 MECP2 UNKL FCRLA FCRL2 HELZ2 TTC30A TREM1 PPP1R16B SDC2 TPTE2 RRP15 STK31 ADGRE2 HAUS6 MMRN2 MODULE_293 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_293 B2M HLA-DRB5 HLA-DOA HLA-DRA HLA-A HLA-C HLA-DMB HLA-G HLA-B HLA-DRB4 HLA-F HLA-E MODULE_294 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_294 AMT DPYD CA2 HAL CPS1 ACADSB DHODH ACADVL GLUD1 ACADM ACADL SDHC SRD5A2 CA6 ACADS CA5A CA8 CTH MODULE_295 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_295 ENO2 ECHS1 PCBD1 PTS CA4 CA11 CA2 ACO1 CBS PTPRG FH ECH1 HADHB ACO2 EHHADH HADHA CA6 CA5A UROS CA8 AUH MODULE_297 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_297 TM4SF1 AKR1C1 ITGA6 CAV2 DUSP6 CAV1 SERPINE1 PTPRK DST ALDH1A3 S100A8 MAOA ITGB4 S100A9 CXCL1 AKR1C3 KRT15 KRT14 KRT5 SERPINB5 TP63 S100A2 TRIM29 PI3 CSTA GPX2 DSP KRT6A BARX2 AREG CA2 FBN2 SPRR2C GJB5 EFNB1 SERPINB2 COL7A1 CALML3 ADRB2 GABRE KRT13 SPRR1B LMTK3 PTGS2 MMP14 ANXA8L1 CYP26A1 LAMA3 SAA1 TENM2 DMRT2 CLDN8 FXYD3 HAS3 KRT17 KRT6B KRT1 LAMB3 FGFBP1 FASN F2RL1 CDH3 KLK10 TFPI2 LAMC2 COL17A1 LGALS7 EIF2B3 ANGPTL4 PGAP4 PTHLH LIPG PPP1R14C KLK5 MRAP2 ROPN1L KLHL13 DSC3 B3GNT5 CSF2 MODULE_298 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_298 KRT19 PTGDS NEFL INA KRT7 KRT18 KRT4 KRT15 KRT14 KRT5 DSP KRT6A KRT33B KRT32 AC021066.1 KRT85 KRT2 KRT35 DRD2 KRT8 KRT13 SPRR1B KRT17 KRT6B KRT1 KRT16 MODULE_299 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_299 CRYAB SERPINH1 HSPB2 TSC2 DNAJB2 CCT6A VBP1 TOMM34 LRPAP1 CLN3 HSPA8 BAG3 KPNA2 COX17 HSPB1 CDC37 ERP29 CANX CCT8 DNAJA1 FKBP4 HSPA5 TRAP1 HSPE1 PDIA6 HSPD1 HSPA1L HSP90B1 CCT2 BAG1 TBCA HSP90AB1 URI1 ATOX1 PPIA MODULE_300 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_300 TNFAIP3 CD14 DUSP6 AHR TNFRSF1B DAP3 STAT1 LTBR IL1B TNFRSF25 PDCD1 HTRA2 CD40 IL18 P2RX1 TRAF2 DAPK1 CD2 GPR65 IL2RA CDK11A LY86 CASP1 NFKBIA DAP ADRA1A CRADD TRAF1 CASP14 MAEA CD38 PEA15 RIPK1 MODULE_301 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_301 IGHM IGHG3 GABBR1 PNRC1 DBP CD200 PTPN12 CD24 MX1 CXCR4 CDC25B DLC1 FGR IL4R TAP1 TNFAIP2 ALOX5 ATP2A3 TCL1A COL19A1 TMEM97 NTRK3 PDE2A PTPRO CTSF ABCC5 PRKCB TCF7 TSPOAP1 DEFA1 ITGB7 FAM53B BCL2 KLHL41 DPEP2 CD5 IL10RA ROR1 P2RY10 FCER2 CNR2 SELP GLRA3 HDLBP OAS1 ZFP36L2 BLK USP2 FLRT2 PORCN SOX6 NR2E1 IL1R2 PLGLB2 DIRAS2 CTSZ MED25 NACAD IRF8 TRDD3 FCMR ARHGAP25 VAV1 IL24 TXNIP RIPK4 HDAC9 ZNF423 TTLL2 ZBED8 KCNA3 DNAH11 BIN2 VANGL1 TRAF3IP3 ITM2C LRRC19 ZNF292 PLAC8 HLA-DRB3 RUBCNL POLR3B COL4A4 CACNG4 PTCRA ADAM28 FOXP1 KIAA0753 TXLNGY HVCN1 UNC5D NEK11 BANK1 KCNQ5 MED12L CCDC186 UTY SPINT2 TRAPPC13 MECP2 COA7 FADS3 MARCHF1 BACH2 DGKD AMD1 FCRLA SPPL2A PRMT3 CMKLR1 SPON2 CTLA4 FCRL1 SLC24A3 SHC2 RAPGEF6 FCRL2 RCSD1 RSAD2 ZFHX2 RABIF SEL1L HMGN3 TOR1B SLC27A5 MED29 ZNF395 TP53I13 HSD17B11 G6PC3 XIRP1 RPAP3 MAP2K6 RAX2 BLOC1S5 ADGRE2 OSBPL10 ADA2 PLGRKT HEATR6 FANCF CXorf21 SMCHD1 ANKRD28 COQ9 NAALADL1 TSPAN32 ZNF587 CSMD2 NRIP2 STK33 HIKESHI RIPOR3 SPRR1A MTBP SPATA20 LBH MODULE_303 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_303 ULK1 ECHS1 PLK1 CDK1 BUB1B CDK2 MAPK6 TTK AKT1 MAPK10 PKN1 DYRK1A CDC7 CDK4 NEK2 BUB1 CHEK1 NT5C2 MAPK14 PRPF4B MARK3 CDK3 CDK5 PRKX MAP3K7 CHUK NADK CSNK1G2 MODULE_305 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_305 ALDH1A1 ECHS1 ALDH3A2 ACO1 SHMT1 ALDH1B1 BBOX1 FH IDH2 ALDH9A1 ACO2 EHHADH MDH1 ACSM5 HADH ALDH2 DBT ACAT1 MDH2 MODULE_306 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_306 ENO2 PCK1 SDHB ALDOC ACO1 PCK2 SUCLG1 ALDOA FH IDH2 IDH1 ACO2 MDH1 LDHA IDH3B PKM PGAM1 PFKP TPI1 SDHD SDHA PFKM GAPDH PGK1 ENO1 IDH3G MODULE_307 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_307 COX7A1 COX7B ATP6V0B ATP6V0C ATP6AP1 UQCRB ATP6V1C1 COX5B COX7A2 COX7C COX6C UQCRFS1 UQCR11 COX6B1 COX8A UQCRC1 UQCRC2 COX6A1 ATP6V1B2 SURF1 COX5A COX4I1 ATP6V1F ATP6V1E1 ATP1B1 MODULE_308 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_308 FCGRT CDKN1C SMARCA2 LIPA PIR UCK2 MYBL2 CCNB1 FOXM1 COPS2 DNMT1 CORO1A NDUFB7 KDM5C POLR2K SH3BP1 E2F1 LPAR2 TAZ CDK6 NFRKB FANCG PTPN9 DOCK2 CCNE1 MST1 TNFRSF10A TRAK1 BST1 LGALS1 ZNF267 CDK4 DEPDC1 BIRC5 CDC25C TACC3 NCAPH FBXO5 AK3 MAP2K5 INTS7 HOXA7 UBR7 PARP16 GTF2F2 MAZ GFI1 ZBTB33 TBRG4 SNAPC5 SEL1L MED29 ATF6 CXorf21 SULT1A3 MXI1 HERC2 MIB1 TBC1D14 TTC14 LRRCC1 XRCC1 ATP8B3 PRPF38A MRGPRX4 SETDB2 ALKBH5 PDCD6IP LONP1 WDR61 PHKA2 MODULE_310 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_310 GSTM1 GPX3 GSTA4 GPX2 GCLC GCLM GSTT1 GSTA2 GSTZ1 GSTM5 GSTM4 MGST2 IDH1 NCF1C MGST3 GGT1 GSTA3 GPX1 GSTM3 GSTM2 GSTP1 GSR MODULE_311 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_311 SLC2A3 VWF AKR1C1 TNC LCN2 ALOX5AP TCN1 AMBP PPBP FTH1 UCP1 SLC25A5 SLC2A5 UCP2 AKR1C2 SLC25A16 HSP90B1 RLBP1 MODULE_312 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_312 DUSP6 IER3 CLEC2B CCND2 G0S2 BIRC2 MX1 PLK1 MYBL2 CCNB1 CDC20 PCNA GSPT1 UBE2V2 NEDD9 TNFSF10 IL1B E2F3 E2F1 CDK6 CD69 SERPINB2 CDC45 BCL2L1 CD2 LGALS3 FCER2 FAS RAN BIK MKI67 BCAR3 BIRC3 BCL2A1 IFITM1 IL1A EREG DNAJC3 CDK4 BIRC5 NFKB1 STK17B NRAS BNIP3 BNIP3L CFLAR MBL2 MODULE_313 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_313 IGHM PTGIS EVI2B AP2A1 RGS5 IGLJ3 CACNG4 NUP107 ZNF185 COA8 INTS11 AHNAK NUDT22 WWC3 NEUROD6 ZNF266 MGA PLEKHA1 CRYZL1 MODULE_315 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_315 KIF11 MAD2L1 CDC20 CCNA2 NEDD9 CENPF TTK TBCE TUBB3 TUBA4A KIF23 CENPE BUB1 BIRC5 BUB3 ZW10 MODULE_316 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_316 FXYD1 KCNMB1 GJB1 AQP4 GABRP CHRNB1 MLC1 FXYD2 KCNJ4 GABRB3 GRIN1 KCNK1 SCN1B GABRG2 CLCNKA CHRNE GJB5 KCNH2 P2RX1 HTR3A SHROOM2 GABRA1 SLC14A2 AQP9 CHRNA4 CHRNA2 CHRNB3 GLRA1 CHRNA7 GABRR1 MS4A2 RYR1 GABRE GLRA2 CHRNB4 GRIK1 GRIK3 P2RX3 GLRA3 GRIK2 CACNG1 KCNAB2 GJC2 GABRA2 CACNB4 KCNA1 FXYD7 CLIC2 KCNC3 CLCN2 KCNE1 CLCNKB KCNA6 GABRD KCNJ2 CNGA3 KCNB2 ASIC1 KCNJ11 KCNJ12 KCNK5 KCNJ6 GABRA6 GABRA5 RYR2 TPTE GRIA3 SLC9A5 KCNJ3 CLCN6 MODULE_317 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_317 COL6A3 KRT19 GSTM1 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 ACKR1 SFRP1 TMEM47 NFIL3 GEM FOS CCL2 SLC43A1 ADIPOR2 STAT3 FUCA1 SV2B CHL1 CDH5 ACSL1 TBC1D9 UGCG PKIA TMED3 DLC1 PTX3 SMAD3 MRPL47 MMP9 GPSM3 CD163 DPYD ITGAM CXCL8 CSF2RB CYP1A1 CHST1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 AC004151.1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZKSCAN7 S100A5 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 SCD CLUH NXPH4 KLHL41 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 FPR2 MST1R EPHA7 RNASEL PTPRF EEF1D ELOB TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 BCR CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 TRIM14 PCED1B LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIO3 DIRAS2 COQ8A PTGS2 CIP2A CMTM6 ESPN PTPRT POLDIP3 LDAH PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 NELFB NUP58 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 STRIP2 MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B POGLUT2 TRIM7 ZMAT4 MMP14 TMEM248 UTP11 C19orf73 HS1BP3 MBD5 HACD1 DHODH EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 FMN1 DCANP1 REPIN1 FAR2 NACAD POU6F2 ZGRF1 EFCC1 KIAA1522 NOL7 PAPOLA GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG AGAP2 RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C ABHD17C SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN AC022966.1 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQOR ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A LNPK LRRC14 ALKBH4 NELFCD MED28 TMEM255A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A MODULE_318 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_318 CITED2 FOS JUNB MCM3 MCM6 DHX9 STAT2 RAD51D DDX11 XRCC6 XRCC5 CHD4 BLM RECQL4 ELOA RAD51 MYCN XRCC3 GTF2F2 DDX5 RAD51C ERCC3 HELZ AC092279.1 CHD3 DDX10 WRN RAD51B MODULE_320 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_320 PTTG1 KIF11 ILF3 TTK MAPT DDX11 ESPL1 NDC80 RAN CCNA1 P3H4 MID1 RAD21 NCAPD2 KIF23 CENPE SMC2 BRCA1 ZW10 MSH5 MODULE_321 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_321 SLC16A3 TGFBR2 MYC ALDH7A1 ITGB5 DDX42 NFIL3 TNFRSF10B CCND2 LTBP1 ACTG2 IFNGR1 FOSL2 GBE1 TRIP6 CD44 MLLT11 PIR EPHA2 CTSC ADAM9 PROCR SLC1A5 BTG3 SEC23A PALM2AKAP2 ITGA5 CASP4 CTNNAL1 FERMT2 NRGN ITGA3 ANXA4 PDXK RRAS AGXT DCBLD2 ACSL3 CBR1 MT1G BCKDHA PXN FOSL1 NRG1 PSMB8 FKBP5 CREG1 GCLM ACO1 COL18A1 CBS PTPRE FAS YBX3 CBX4 RIN1 FOXD1 LDHA KLF6 PLOD1 CKAP4 CNN2 DEPDC1 PLP2 MT1H PHLDA1 DYRK3 INHBB ZNF106 GNG10 C9orf16 GMEB1 ASAP2 PTTG1IP APLP2 GSTP1 FAM3C CAPN2 MYO1E FABP5 KANK1 TAX1BP3 ITGAV VCL NEK6 ANXA5 SNAI2 SERPINB8 ADORA2B ITGB1 ACTN4 TWSG1 TRDMT1 SOAT1 SHC1 LRP11 LRRC8A SPATS2L PRNP MYH9 LRRC8C CORO1C S100A10 EHD4 EXT1 WLS SIGLEC7 NRP2 LPCAT2 CLIP4 WASF1 GLDC MODULE_322 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_322 TRO MSX1 UGCG EIF3I UBE2K SLC12A2 ITIH1 RRH CTAG1B HPS1 DCBLD2 F2 PTPRN CDH4 KCNA5 WNT10B KRT2 PFKFB3 DARS1 NCBP2 RTCA BCL2L1 IGBP1 NR5A1 PDE4A HAAO GYPA PTPRG DRD4 SNRPD1 FMR1 CTBS CLP1 ADAM8 SNURF INSR PDK2 KRT1 ACTR1B PRRX2 PKP1 THBS3 LGALS7 ZNF212 IRF2 TARS1 RABIF SMAD7 EIF2B2 PREP TM9SF1 INPP5K USF1 BTN2A2 HCCS IFNAR2 OTUD4 LIPE MICA MODULE_323 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_323 MAFF TRO CBX3 ACBD3 POLR2K ZYG11B ARID4B EIF2S3 H2BC11 CDYL ATP6V1G1 KHDRBS1 AIMP1 NEPRO PLEKHF2 SPAG9 HSD17B12 HNRNPH3 TYROBP SCRN1 NSF VMP1 GMEB1 RAB1A TACC1 PURA ZFAND3 TM9SF3 HMGN3 TRAM1 LACTB UGP2 OGA ZRANB2 CAB39 NUP133 TAF9B DHX40 RBPJ AC118549.1 JMJD1C SACM1L OSGEP ST13 TMED9 SLC4A1AP VTA1 RALGDS TTC17 ORMDL1 JADE1 FNDC3B BEX4 ACAP2 TMEM69 GFM1 MRPL20 CWC15 ZNF767P MORF4L1 EEF1AKMT3 MODULE_324 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_324 TNFAIP3 PLSCR1 CHGA PLA2G2A ANXA1 LTBP2 THBS2 LRP1 S100A11 FAT1 FBLN1 F13A1 FBN1 LDLR LTBP1 LOXL1 C1S CALU S100A4 SCG2 SLIT2 CDH5 ACSL1 ADH1A FBLN2 EFEMP1 ANPEP ANXA2 MMP1 ADAM9 ANXA3 CDH2 FSTL1 PLS3 MMP9 S100A9 MRC1 AIF1 ITGAM FCN1 S100P ALOX5 ADH1C ANXA4 CDH1 LTF BMP1 S100A2 ADH7 DGKA TNNC2 ALPI ACSL3 PAH CA4 GSN C1R CA12 CA11 CALB2 CA2 MT1G SCO2 RYR3 FBN2 SLIT3 PROC DSG1 MGP ADGRE1 PLCG2 COMP RGN CP PRF1 MST1 F10 ARG1 CALML3 THBD ITGAL ITGAX EFEMP2 SPARC DSG2 SPOCK2 S100A3 TF MMP7 MYL12A MMP14 CDH13 MMP2 ANXA8L1 AOC1 ADH4 PLA2G10 MID1 UMOD ENPEP GAS6 NELL1 PFKP ITGA2 MT1H RCVRN TNNC1 MMP12 PPA1 THBS4 SPARCL1 LAP3 CRB1 FASN PAM TP53I3 ALOX15B MT1L MMP10 MMP13 MMP3 S100A13 CDH3 CAPN2 CDH17 CDH6 DSG3 ANXA5 S100A7 ADPRH S100A10 MT3 RET MODULE_325 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_325 CYB5A FADS2 TPX2 DLGAP5 TOMM34 CYP1A1 HLF UMPS COX11 DECR1 POLR2K SEMA4D BDH1 PRIM1 NAAA RBM38 NPY1R MED24 TFAP2C CCNG2 PMEPA1 POLD3 CDCA5 AURKA PDK2 LRRC3 MAP4K2 SLC40A1 STK4 SCGB2A2 GPR160 MSX2 NCOA3 PFDN4 SPOP GSS TP53INP2 FAM168A LAMP1 VTA1 GSDMB PCGF2 PIP4K2B SIAH2 BRINP2 CXXC5 RAB24 APPBP2 UCP3 EDEM2 UBE2Z MMP16 MRPL48 MODULE_326 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_326 PTGIS PTGDS ALOX5AP HPGD ALOX5 AKR1C3 ALOX15 CYP4F3 PTGS2 FASN ALOX15B LTA4H PRKAB2 MODULE_327 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_327 PTGIS UGDH SCP2 PTGDS PCBD1 ALOX5AP HPGD ALOX5 AKR1C3 ALOX15 AGPAT2 COLGALT2 FDXR HSD17B4 CYP2J2 ACOX1 HSD17B1 MGST2 ALOX15B HSD17B7 LTA4H MODULE_328 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_328 CD14 FOLR1 CHRNB1 CHRNA4 CHRNA2 CHRNB3 GLRA1 CHRNA7 FOLR3 GLRA2 P2RX3 GLRA3 CHRNA3 P2RX4 MODULE_329 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_329 COL6A3 CALD1 AEBP1 MYH11 GJA1 FXYD1 EDNRA CRYAB IGF1 ACTG2 PPP1R12B FKBP1B FLII CHRNB1 CSRP3 MYBPC1 KCNH2 FGF2 VIPR1 BDKRB2 RYR1 ACTA2 NOS1 TNNT3 CACNG1 NEB MYL1 MYL4 MYH7 GJA5 ALDOA MYOM1 ACTC1 CASQ2 LAMA2 SCN5A HRC SSPN MYF6 TNNI2 CKMT2 MYOD1 MYH3 ADAM12 ACTA1 PLN MYOM2 MYL7 FHL1 SPEG SGCG MODULE_330 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_330 CALD1 GJA1 FXYD1 CXCL12 CRYAB FKBP1B FLII CHRNB1 GSN GNAO1 TMSB4Y VIPR1 RYR1 OXTR NOS1 CACNG1 GJA5 ACTC1 KCNA1 HRC SSPN CKMT2 ACTA1 PLN MYL3 DSTN CLCN1 TRDN MODULE_331 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_331 NOLC1 TDG TRIM23 RSBN1 FAM53B HCN3 ECEL1 ACTR6 THOC2 PSMD6 EIF4B EIF3J ADNP2 ACOT13 NUP88 PLEKHF2 HNRNPU GZMA MRC2 ZNF777 HMBS UCHL5 PPA1 THUMPD1 CTSB ATP5IF1 SP1 ZNF146 RAD51C THOC1 BRCA2 SLC43A3 PFDN4 MYH14 HEATR6 SRPRB GABPB1 PPM1E SULT1A3 HELQ GOLPH3L HNRNPLL APPBP2 PYGO2 AP4B1 ARRB2 PRMT6 HIRA ABCB10 STON2 CFDP1 AMH ARHGAP26 SERF1A MRPS36 HIPK1 HBG1 CSDE1 TP53INP1 APC ADAM30 VTCN1 OR2I1P WNK2 PPA2 USP8 ATAD2B FAN1 FANCA NUDT16L1 CPNE7 ZNF770 L3MBTL2 HOMER1 C1orf35 MODULE_332 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_332 MYC NR4A1 RRM1 EWSR1 IPO5 TINCR HSPBP1 DCAF8 HMGB1 PCBP2 SRSF6 SRSF9 MKI67 UCHL3 PIBF1 XPO4 ISG20 DIS3 SNX4 DGCR5 PUM2 GTF2F2 RB1 EML4 CUL4A TXNDC16 SUPT20H WDR47 USPL1 ZBED5 NUFIP2 ARGLU1 TPP2 OBI1 ERCC5 RBM39 SUCLA2 GTF3A NAA16 HAUS1 CASP3 ILF3 NPPA STK24 MFHAS1 MODULE_333 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_333 IGF1 ACP2 AZGP1 CELSR2 CFI EPHX2 ALDH1B1 TRPM1 NOS1 GCSH HLA-DRB4 NDUFAF3 ATP7B SOD1 KHK CRY1 MIF4GD ZC3H3 PLEKHB2 ASB16 ZNF559 ABCA7 GPD1 HMGN2 RMDN3 CHCHD6 UQCC2 MIS18A YTHDF2 MODULE_334 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_334 KRT19 DHRS3 TFAP2B SYT1 ZEB1 SERPINA3 SYNGR1 DMD CCNB1 CCT6A PSMA3 FERMT2 C2 GRK5 ANXA4 LIMK2 SERPINB5 TGFB3 VAV2 PRG2 DDX18 ACSL3 DDX17 GCHFR ARPP19 DPP6 GALC LBP F7 PFKFB3 DDX11 DUSP4 GCLM GCGR PCDH1 KCND1 BAIAP2 PTPRS GABRE RPS18 RPL24 RHOH DSG2 SPOCK2 CXCL10 SLC12A4 RAB3GAP2 MCTS1 GEMIN7 RERE ATG16L1 MBD5 NOL7 PCCB SDHC IFI35 CCNG2 SP110 SYK TIMP1 FOSL2 BMP6 AK3 ZNF292 MAP4K2 S100A12 PLPP3 CEBPD RPS5 RPL13 HLA-DPA1 H2AC18 WNT3A BET1L DLX5 ERCC3 HSPA1B PSEN1 GAS2 CARD16 COL4A5 TRIP4 JUND SMARCA5 SKIV2L PTHLH PRSS1 CYTH1 NUMA1 PRKAR2B CLSTN3 FGF13 PCTP OSBPL2 YPEL3 PMS2P1 TMEM143 THEMIS2 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 AKAP5 FRMD4A CRBN DCAF10 DHX34 LGALS8 BOD1L1 NUP210 C16orf71 MAD2L2 NBPF3 KIF13A RDX MIEN1 OSGIN2 PLCL1 PNLIPRP1 BHLHE41 ZNF587 TRIM33 ARPC5 MAP3K2 LZTR1 MYO5B ATE1 ESYT2 SIL1 HOXD8 DNAJC9 SLC5A1 CPA2 SNED1 SINHCAF ENOX1 MAP3K10 PYROXD1 PILRB FAM49A BPHL FRG1 ZNF224 GRIN2C NDP SOX2 TRDN RNF139 SZRD1 ATXN3 DNAJB1 SRP72 LLPH FLI1 SNX14 ALG13 DSCC1 CACNA1C MODULE_335 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_335 HMOX1 ALAS1 DDT GCLC HMOX2 TYR BAAT PMEL HMBS TYRP1 ALAD DCT FECH COX10 MODULE_337 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_337 IER3 DDX21 HPRT1 UCK2 RRM1 ILF3 RRM2 BYSL NUP205 METAP1 ZIC2 KCNN4 POLA1 CENPF SRPK1 ADSL SAC3D1 IFRD2 MDC1 E2F1 ORC1 NUP50 CDC45 ZBTB5 SNRPA CD70 NFYA NUP88 NME1 NCAPD2 GMNN ARHGAP11A GPSM2 PLK4 PRPS2 HDAC2 NME2 MDM1 UTP18 ZNF706 PLGRKT AHCYL2 ZNF490 CABYR HLCS DLEU2 PRPF38A ACLY DONSON NUP155 MRTO4 RFPL3S ANKEF1 PADI3 PMCHL1 RAB6B SPEF2 ALMS1 SLC30A10 SEMA4B ALG3 PLEKHA8 MAS1L SLC25A37 MODULE_340 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_340 CTSK MX1 CTSA SERPINB3 ARSB CKMT1B TNF CREG1 GH2 APOA4 IGLL1 CCDC106 GCNT1 NFKB2 KCNA1 LRRC17 HAO1 SCGB2A1 PDE1A NR2C2 H3C10 FANCC TOE1 PCSK2 ARNTL ZNF415 MODULE_341 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_341 SLC16A2 S100A11 IQGAP1 SLC7A5 BTG3 LTBR ALDH3A1 HOXB2 MLC1 PIGL ACSL3 HRG RNASE2 KRT35 SLC10A1 FUT1 YJU2 FZD5 PTK7 SLC9A6 RAPSN CPA1 BFSP2-AS1 KLRA1P CEBPB MAK LMAN1L H1-1 OLFM4 ASAP2 ZFP36L1 SERPINB7 TGM1 SLC38A3 SLC9A1 B3GNT5 PRKG2 SPATA31A7 ZNF608 OSBPL10 PSME4 SLC38A2 CLN5 S100A10 LPCAT2 M1AP NOD2 IPP DMRT1 TSNAXIP1 KATNAL2 PCIF1 SRSF12 ASPSCR1 ANKRD2 MAP7D3 FABP3 HYAL3 XPR1 AIG1 RNF133 MINK1 PARP8 KCNJ1 FBN3 DLGAP3 CTAGE1 PBX4 CRYBG1 CARF ZBTB3 TMEFF2 EAF2 TRMT1 PDE10A CD226 COMMD4 PKD2L1 SCPEP1 CAMSAP2 HAGHL MT1X CFAP44 PCYT1A MODULE_342 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_342 MYL9 SPON1 KRT19 GSTM1 IGFBP2 PLA2G2A AKR1C1 PRSS23 ECM2 SLPI GPX3 CDKN1A FAT1 ADIRF DLK1 FMOD SDC1 CCL15 CYB5A CD24 NGFR ANK3 TSPAN8 H2BC21 STMN1 KRT7 EPHA2 KRT18 MYO10 CAVIN1 BMP4 ZKSCAN3 FBP1 EPCAM PPL WFDC2 GPRC5A MUC1 FOLR1 DEFA3 IL1RN HPGD AGR2 CLDN7 ALPL SCNN1A S100P CEACAM6 TACSTD2 NEBL CLDN4 CDH1 CNKSR1 LTF ELF3 KRT14 SLC9A3R1 KRT5 AZGP1 GPX2 PRSS8 DSP B3GNT3 KRT6A REG1B CD4 TAGLN3 CDKN2A OCLN LAD1 APOA1 HOOK1 C4BPB C4B CLU CA11 PRSS2 GPRC5B MAP7 ST3GAL5 XDH HYAL1 LGALS4 IGFBP1 CALML3 GRB7 ANXA9 TSKU GDA GPRC5D HLA-DRB5 LGALS3BP MST1R PTPRF TNFRSF10A LILRB4 TAGLN KIAA0040 KRT8 ZFP36L2 CRABP2 MMP7 LMTK3 GALNT3 ZFP41 GSTM4 GATA3 TSC22D3 SLC5A4 RHOBTB1 CYP26A1 NCF1C FGG CXCL14 NBL1 H19 CTSE PSG5 EGLN3 VAV3 FAM83D GINS1 E2F8 CDCA5 GGT1 PXMP4 WWC1 FXYD3 GAL KRT17 KRT6B CAMKV LYZ PLBD1 CYP3A5 TP53I3 F2RL1 ARHGEF5 DNMT3B CDH10 VWA1 PELI1 GSTM2 CDH3 SELENBP1 CDH17 LAMC2 SPINT2 SYT17 RERG TRPS1 PRR15L FOXA1 UBXN6 GPR160 MAL2 MYO6 MLPH PGAP4 LIPG PPP1R14C SERPINB6 SSH3 MARC1 LRRC37A4P LRRC4 NEK3 SLC38A1 NUP210 OLFM2 STXBP6 KLF8 RTKN EPS8L2 LRRC61 WLS PRMT6 PCDHB5 SLC8A3 BACE2 RNF43 TMEM98 HSPB8 AJUBA LAMP5 CCDC68 MUC13 SEC22C PTGFRN C4orf19 PPARGC1A FOXA3 FBLIM1 REEP6 MIPOL1 GRTP1 SLC25A18 DDX11L2 GPC1 ZBED3 SORBS1 FZD3 DNAJA4 SH2D4A TSSK1B AIFM2 CHODL-AS1 UGT1A1 RAB25 DZANK1 TENM1 CUX2 F11R MODULE_343 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_343 AMT ECHS1 PCBD1 PTS CA4 CA11 CA2 HAL ACO1 CPS1 CBS ACADSB ACADVL GLUD1 FH ECH1 HADHB ACADM ACO2 EHHADH HADHA CA6 CA5A UROS CA8 MODULE_345 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_345 IGHM CD14 IGHG3 IFIT1 LGMN IFI27 ADAM19 HLA-DQB1 CD37 MX1 MAL HLA-DMA CSF3 HLA-DQA1 CYP1B1 FADS1 UBE2L6 THBS1 CCL18 STAT1 GBP1 IL7R TAP1 TNFSF10 SELL TNFRSF25 CCL7 CD79A ATP2A3 TCL1A CD86 IFI44L ISG15 DEFA1 CD19 FAM53B CD3D SERPINA5 AQP9 CD2 CD5 KLRK1 IL3RA IL2RB HLA-DRA LPAR6 FPR1 HLA-A CD79B LGALS3BP HLA-C P2RY10 UNC13B HLA-DMB CD27 IGLL1 OAS1 CTSL TNFAIP6 SPIB UNC79 PNMA8A IGKC POU2F2 UCP1 IFI35 IFI44 GNLY GBP2 IFITM1 MS4A1 CXCL9 BST2 IFITM3 OAS3 TTLL2 CAMK4 CEBPD APOL3 KCTD12 HBA2 HLA-DPB1 IGLJ3 SAMSN1 HLA-DPA1 CD74 MST1L RUBCNL PARP14 POLR3B CACNG4 PELI1 GSTM2 BLNK ABTB1 FOXP1 KIAA0753 TXLNGY HVCN1 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 ZNF436 KCNQ5 CCDC186 UTY AXIN1 MECP2 UNKL FCRLA FCRL2 RSAD2 HELZ2 TTC30A TREM1 PPP1R16B SDC2 TPTE2 RRP15 STK31 ADGRE2 SLC22A23 MODULE_346 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_346 ASAH1 UGCG PLCD1 PLCG2 NSMAF ARSA PRDX6 PLD1 GPX4 PLA2G5 GM2A HEXB SMPD1 HEXA PSAP B4GALNT1 IMPA1 MODULE_349 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_349 GATM NNMT DNMT1 SHMT2 CAD ICMT ALDH1L1 GART BHMT HNMT GCSH GAMT COMT TRDMT1 PJA2 FTCD TRMU MODULE_350 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_350 LTBP2 PLOD2 FOXM1 TMED3 EWSR1 ABCA3 SERPINB3 ECI1 ZMPSTE24 EFNB1 DYRK1A MRPS12 SNW1 ARSA FAHD2A EIF2S1 CTSL HBB BTG1 LAPTM4B SURF1 TSPAN4 FXYD3 TAF6 SDC2 PLD3 SREBF1 SF1 POLR2E SNRNP70 RAB24 F11R MCRIP2 FAM89B DNMBP PLEKHH3 CLPTM1 BAG6 WDR34 TMEM63B RNF126 NUCB1 MRPL4 SULT1A2 ITPKC APBA3 TRIM27 SBF1 MRPL46 RNF181 TMEM134 RNF7 RPRD1B NR1H2 MON1B TTTY6 CCDC148 RHBDD3 DXO MODULE_352 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_352 CSE1L TNPO1 IPO7 SUMO1 NUP153 RANBP2 RAN TMPO NUP88 XPO1 NUP107 KPNB1 KPNA1 TPR CLIC1 TNPO2 SNUPN MODULE_354 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_354 MTHFD1 AHCY PAH CA4 CA2 PTPRZ1 ALDH1L1 CBS SDS PTPRG OAT CA6 CA1 CA5A CA8 CTH CA7 CA3 MODULE_355 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_355 CRYAB HSPB2 TSC2 HSPA6 DNAJB2 CCT6A LRPAP1 HSPA8 BAG3 COX17 HSPB1 CDC37 CANX CCT8 DNAJA1 FKBP4 HSPA5 TRAP1 HSPE1 HSPD1 HSPA1L HSP90B1 CCT2 BAG1 TBCA HSP90AB1 URI1 PPIA DNAJB1 MODULE_356 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_356 MARF1 CD14 GATM TBC1D2B IL1R1 WWTR1 DLK1 THY1 FKBP1B TNFRSF14 FADS1 SLC25A1 PLAUR PPP4R1 CTNNAL1 GLRX TYMP LYN TGFB1 TAGLN3 ADA GC TMEM97 MAPT KLK6 GNAI1 SZT2 PPP2R5D JAG1 CD40 ME2 SMC1A LSM14A CCN3 PON3 ACACB PTGER3 RHAG KLF1 TIE1 PSMD2 RPLP2 SRP14 R3HDM1 EFTUD2 MAPK4 NPRL3 SLC20A1 NF2 MARCKS CBY1 PLAGL2 NUP54 GJA5 DHODH EPS15L1 PRDM1 HOXC4 SMYD5 NINJ1 PRSS3 GABRA2 H4C14 GATAD2A ZNF423 CKB BMP2 ZNF667 ROPN1 ITGA8 RNF4 RPL10 PTMA RNASEH2C SLC25A16 ZNF217 SETDB1 GPER1 PNLIP ELL EXOSC4 MECP2 RABIF LIMS3 LEAP2 AUP1 PCGF3 CHORDC1 LIMCH1 TRIM4 NNT TXNDC16 ALG12 EID1 SLC25A37 CLIC4 KLHDC10 DBNDD1 TRAF6 MYLK2 PLPBP VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3-3B RXRB IFT88 CC2D2A PIF1 THOP1 TRAM1 NCK1 CHRNA1 DLL1 ATG5 KPTN MPPE1 HYOU1 CCDC88A ELK1 MKNK2 FOXS1 PICALM PHRF1 SREBF1 ENAH DCTPP1 ELMO2 TSPAN18 POFUT1 SEPHS1 AVL9 WNT5B TRMT11 MODULE_357 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_357 KRT19 TM4SF1 AKR1C1 ITGA6 CAV2 DUSP6 CAV1 SERPINE1 PTPRK DST ALDH1A3 S100A8 MAOA ITGB4 S100A9 CXCL1 AKR1C3 KRT15 KRT14 KRT5 SERPINB5 TP63 S100A2 TRIM29 PI3 CSTA GPX2 DSP KRT6A BARX2 AREG CA2 FBN2 SPRR2C GJB5 EFNB1 SERPINB2 COL7A1 CALML3 ADRB2 GABRE KRT13 SPRR1B LMTK3 PTGS2 MMP14 ANXA8L1 LAMA3 SAA1 TENM2 DMRT2 CLDN8 FXYD3 HAS3 KRT17 KRT6B KRT1 LAMB3 FGFBP1 FASN F2RL1 CDH3 KLK10 TFPI2 LAMC2 COL17A1 LGALS7 EIF2B3 ANGPTL4 PGAP4 PTHLH LIPG PPP1R14C KLK5 MRAP2 ROPN1L KLHL13 DSC3 B3GNT5 CSF2 MODULE_358 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_358 NR4A2 PKD1 KLF10 LIPA INSIG1 NUP205 CD69 PMAIP1 MARCHF6 TRAK1 FMNL1 KLRA1P FYTTD1 WDR75 NOX4 MIOS LBR DBF4 SGCD ULK4 HLA-DRB3 INTS7 NMD3 AGO2 TAGAP TAF1D C1orf159 THOC7 WSB1 DHX15 PTPN11 G3BP2 SNRNP200 STARD4 NSUN2 CD164 DDX49 APOA2 PPTC7 EAF1 STK4 AEN FEM1A ARL8B PELI1 HOXA7 CRIP2 CRKL KLHL15 ANKRD20A1 EIF2AK3 KBTBD8 PPP4R3B TACC1 SBNO1 SEC16A GLCCI1 STK10 DNAJC5B BET1L UBR7 RNGTT RAB8B C2CD5 MUS81 SYNE2 TLE4 ZMIZ2 OGA NFKBID ANKRD44 P2RY8 LBH LPP ORAI2 IRS2 AP1G2 C12orf43 SNX9 NOC3L MODULE_360 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_360 RNASE4 RNASE1 FEN1 OGG1 DNASE1 RNASE2 RNASEH2A DNASE1L3 RNASE3 RNASE6 PPP1R8 NTHL1 DNASE1L1 RNASEH1 MODULE_361 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_361 IGHM IGHG3 GABBR1 DBP CD200 ADAM19 CD37 CD24 MX1 CXCR4 FGR IL4R TNFAIP2 CD53 ALOX5 ATP2A3 ST6GAL1 SP140 TCL1A COL19A1 TMEM97 PDE2A CTSF ABCC5 PRKCB TCF7 TSPOAP1 DEFA1 ICAM3 SEPTIN6 ITGB7 FAM53B BCL2 KLHL41 DPEP2 CD5 IL10RA ROR1 P2RY10 FCER2 CNR2 SELP GLRA3 ZFP36L2 USP2 FLRT2 PORCN SOX6 NR2E1 DIRAS2 CTSZ NACAD IRF8 CD48 TRDD3 FCMR PLCL2 IL24 TXNIP RIPK4 HDAC9 ZNF423 TTLL2 ZBED8 KCNA3 DNAH11 BIN2 VANGL1 ITM2C LRRC19 ZNF292 BTG2 PLAC8 HLA-DRB3 RUBCNL POLR3B COL4A4 CACNG4 PTCRA ADAM28 FOXP1 KIAA0753 TXLNGY HVCN1 UNC5D NEK11 BANK1 KCNQ5 MED12L APOBEC3G CCDC186 UTY AXIN1 SPINT2 TRAPPC13 MECP2 COA7 MARCHF1 BACH2 DGKD AMD1 FCRLA SPPL2A PRMT3 CMKLR1 SPON2 CTLA4 FCRL1 SLC24A3 SHC2 RAPGEF6 FCRL2 RCSD1 RSAD2 ZFHX2 RABIF SEL1L TOR1B SLC27A5 MED29 ZNF395 TP53I13 HSD17B11 G6PC3 RPAP3 RAX2 BLOC1S5 ADGRE2 OSBPL10 ADA2 PLGRKT HEATR6 FANCF CXorf21 SMCHD1 ANKRD28 COQ9 NAALADL1 TSPAN32 ZNF587 CSMD2 NRIP2 STK33 HIKESHI RIPOR3 SPRR1A MTBP LBH MODULE_362 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_362 ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 CXCL8 TBXT NRP1 JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 VEGFD FGF6 PTPRR VEGFC KDR MFNG PBX3 MODULE_363 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_363 ALDH7A1 FN1 EEF1A2 IGF2BP3 CCNG1 NDUFS6 PPL IRF1 CRYZ NDUFV2 NDUFV1 NDUFS3 NDUFS8 ATP5F1E NDUFS4 ATP6V1G1 ATP5ME ATP6V0B ATP5MF NDUFS5 ATP6V0C NDUFB3 NDUFB5 NDUFC1 UQCRB YBX1 RPL15 DPP4 CEBPB TPI1 UQCRC2 ATP6V1B2 ATP5F1B PPA1 TRPC1 BTF3 GLB1 HADHA MAFG POLR2F CDH3 CRAT POLR2I SEM1 PEX19 RBPJ TXNL1 PRKAR1A PGRMC1 MODULE_366 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_366 DHRS3 SNCG CYP2E1 SCN1B RAP1GAP DHX30 SHMT1 BORCS8-MEF2B EVPL SLC12A4 ACADL SIPA1 MYO15A PLXNA1 SPOUT1 VNN1 EPHA1 ID2 B9D1 UROS ASB5 OSBPL3 CUX1 ECRG4 ZMYM1 CPPED1 B4GALT1 TSC1 COL5A3 CTNS LIN37 AGTPBP1 MPP6 MODULE_367 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_367 CXCR4 GAP43 CCR1 DGKA PLCD1 HTR2B EDNRB GNA15 AGTR1 CXCL13 C3AR1 CCR5 BDKRB2 CCR2 AVPR1A LPAR1 OXTR P2RY6 CXCR2 BDKRB1 RHO SAG P2RY2 CCKBR DGKI P2RY1 LTB4R F2RL2 PRKD3 MODULE_368 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_368 SLC16A2 SLC16A8 SLC16A4 SLC17A3 CHRNE SLC6A7 SLC10A1 SLC10A2 SLC16A6 SLC6A4 SLC34A1 SLC6A1 SLC6A3 SLC12A3 TTR SLC17A2 SLC12A1 SLC15A1 MODULE_371 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_371 AOX1 HSPB2 MMP1 ADAM9 SSBP1 DUSP14 RPA1 GALNT1 GMFB MMP9 BMP1 SCG5 RPA2 HMGB1 KHDRBS1 YBX1 ARF4 ARF5 TF MMP7 MMP14 MMP2 UBA2 MMP10 MMP3 ZNF117 MODULE_372 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_372 FEN1 KIF11 POLA1 NPR1 MSH2 NUP50 SLC26A2 ECT2 ATAD2 CCNE2 DLEU1 ABCC4 RBM14 RCOR3 TWSG1 SOX8 FOXP2 COLEC11 CCNJ LARS1 HEXA-AS1 KLHL2 ADAMTS13 RNF123 MODULE_373 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_373 ALDH1A1 AOC3 AOX1 MAOB ADH1B GOT1 ADH1A DDC MAOA ADH1C ALDH3A1 ADH7 ALDH3B1 ALDH3A2 HPD HGD GSTZ1 AOC1 ALDH3B2 GOT2 ADH4 DBT MODULE_375 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_375 RGS5 ACKR1 CCL3 EDNRA AKAP12 NPY CXCR4 GAP43 RGS4 PRB4 CXCL2 CCR1 CXCL8 CXCL1 DEFB4A DEFB1 DGKA ADORA1 GIT2 CX3CR1 GRIN1 GALR3 SCG5 EDNRB GABRG2 ADGRL1 RGS16 DRD3 UCN ADGRE1 GNA15 S1PR4 GPR183 NMU CXCL13 GHRHR GPR39 C5AR1 ADRB2 LANCL1 NPY1R GPR182 C3AR1 CXCR6 GPR65 ADRA2B P2RY14 LPAR6 CCR5 BDKRB2 FPR1 CCR2 PTAFR HCAR3 FPR2 AVPR1A P2RY10 TACR3 FZD9 CXCR5 CCR8 GRM2 OPRK1 ADRA2A GRIK1 PTGER2 GRM3 PTGFR HCRTR2 NTSR1 ADCYAP1R1 FZD2 RGR CCL17 RIN1 CCL23 PLCB2 CXCL9 GCG GRP TSHB GABRA2 GNA14 PDYN GNA13 DGKI HCRTR1 GRM8 OR2F1 GNAL MODULE_377 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_377 ENO2 ALAS1 GLYAT HK2 ADH4 LDHA GGT1 NAT2 NAT1 GGTLC1 ENO1 MODULE_378 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_378 COL6A3 KRT19 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 ACKR1 SFRP1 TMEM47 NFIL3 GEM FOS CCL2 SLC43A1 ADIPOR2 STAT3 FUCA1 SV2B CHL1 CDH5 ACSL1 TBC1D9 UGCG PKIA TMED3 DLC1 SMAD3 MRPL47 MMP9 GPSM3 CD163 DPYD ITGAM CXCL8 CSF2RB CYP1A1 CHST1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 AC004151.1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZKSCAN7 S100A5 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 SCD CLUH NXPH4 KLHL41 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 FPR2 MST1R EPHA7 RNASEL PTPRF EEF1D ELOB TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 BCR CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 TRIM14 PCED1B LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIO3 DIRAS2 COQ8A PTGS2 CIP2A CMTM6 ESPN PTPRT POLDIP3 LDAH PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 RNF220 NELFB NUP58 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 STRIP2 MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B POGLUT2 TRIM7 ZMAT4 MMP14 TMEM248 UTP11 C19orf73 HS1BP3 MBD5 HACD1 EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 FMN1 DCANP1 REPIN1 FAR2 NACAD POU6F2 ZGRF1 EFCC1 NOL7 PAPOLA GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG AGAP2 RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C ABHD17C SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN AC022966.1 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQOR ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A LNPK LRRC14 ALKBH4 NELFCD MED28 TMEM255A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A MODULE_379 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_379 PPP4R2 TNFRSF13B TFAP2B GFPT2 MAGI1 L1CAM SOX10 PTP4A3 CLDN5 EIF4EBP1 RAC3 PRB4 PGC CDH1 PSCA CCL7 ALOX15 TP63 TRPM2 PI3 SPINK2 KCTD17 CHST1 DKK4 AANAT PLIN1 TBXT REPS2 ADGRL3 ASIP NRXN1 GIP SSX4 SEMA7A ZNF143 NECTIN1 STATH B3GNT3 PTH2R ABCA1 SLC7A11 PIK3IP1 NAT8 MLLT1 NELFA ZBTB24 NDRG2 TBX1 SYT5 ABCB9 CDK5R2 ARFGAP3 H3C6 GNG7 AKAP7 POM121L9P REG1B TAGLN3 FAM13A RUNDC3A CYP27B1 NR0B2 MYCL HTR4 MPZL2 NRG2 FKBP6 ADAM20 C5orf30 EIF1AY FAM131B SRPK3 SHBG NSG1 TRIM10 SLC22A18AS EXOSC2 PIGL HCRT MET LEFTY1 ACTL6B NTNG1 GLE1 PGAM2 GREM1 KIAA0586 FAM214B NTRK1 RBMXL2 MAGEA4 SLC17A3 PZP HOXC11 NEMF CHP2 KRT32 AMMECR1 CNTN6 SIX6 ATP6V1G2 MAGEC1 KIF21B SCN2B SLC17A7 RIMS2 NNAT CCK PTPRN GALR3 TACC2 SCAMP5 MTHFR ABCC8 APC2 SSTR2 EXD2 ACSL6 CEP135 GRIK5 BRD4 CEACAM3 AKAP3 SLIT3 SIT1 RGS9 RIBC2 AMELX SPC25 MAGEA9 ALDOB SIX3 ODF1 ECE2 LRIT1 LOR KCND3 SERPINA4 ATP4A CTSG SLC22A6 SEZ6L IVL ENTPD2 CHST3 CRCP TRIM15 UCN FLT1 PRELID3A TNFRSF10C RECQL5 S1PR2 CCKAR BMP10 LYPD3 SLC7A4 IKBKG UNC119B PAX7 GPR3 TEX28 MYOZ3 H6PD EMID1 VAMP1 S1PR4 CLDN9 P2RX1 KCNQ3 AQP8 INHBC CYP2C19 GRK1 REN PRF1 FCN2 TRIB1 GNMT CLDN14 GRM2 MSI1 HBB HSD17B1 PKP3 JAKMIP1 ING1 HMHB1 ASIC3 CCDC9 TNFRSF21 LCE2B SCGN KCNN1 NR2E3 GALNS HOXB1 PIGO GAS8 TNFRSF6B TAOK2 MTA2 DNAJB12 MODULE_381 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_381 CHGA SYT1 SYT5 HCRT AMPH PALM SLC30A3 APBA1 VAMP2 DOC2A SYN2 RAB3A MODULE_382 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_382 IGF1 CHGB NPY ADM IGF2 SST GIP NTS AGT CCK PENK CSH2 INHA STC1 CGA CGB3 LHB PNOC GCG VIP INHBA TSHB CALCA STC2 TRH PPY CCL25 POMC MODULE_385 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_385 MDK THBS2 FN1 FGFR1 TGFBR3 APOE PTN LPL FSTL1 CCL7 PRG2 APOH APOB VTN NCAN FGF9 HRG SERPIND1 HBEGF CCL23 AOC1 LIPC CCL8 CXCL6 THBS4 FGFBP1 LAMC2 APP MODULE_387 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_387 COL6A3 CALD1 AEBP1 MYH11 GJA1 FXYD1 EDNRA CRYAB IGF1 ACTG2 PPP1R12B FKBP1B FLII CHRNB1 CSRP3 MYBPC1 KCNH2 FGF2 VIPR1 BDKRB2 RYR1 ACTA2 NOS1 TNNT3 NEB MYL1 MYH7 GJA5 ALDOA MYOM1 ACTC1 CASQ2 LAMA2 SCN5A HRC SSPN MYF6 TNNI2 CKMT2 MYOD1 MYH3 ADAM12 ACTA1 PLN MYOM2 MYL7 FHL1 SPEG SGCG MODULE_388 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_388 SNRPB2 SNRPC LSM1 SNRPF SNU13 SNRPD3 RRP9 SNRPA1 SF3A3 SF3A2 SNRPE SNRPG SNRPD2 SNRPA SNRPD1 EFTUD2 PRPF8 MODULE_389 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_389 ECM2 SEPTIN10P1 SFXN3 RFTN1 DDIT3 DYNC1I1 RBP4 PTP4A3 INSIG1 SST LPIN1 PDE8A SYT11 BUB1B MARCO B3GNT3 DUS4L FARP2 RBCK1 CD99L2 TOX4 DCX FOXG1 CNTNAP2 RPH3A PDE8B DIP2C AKAP3 DNALI1 KIFC3 GJB5 RTN2 MTFR1 SIK3 CDYL NDUFC1 TFR2 KCND1 LRTM1 ECEL1 BBOX1 GALNT13 CYP46A1 LTV1 RASGRP3 MMP27 SIPA1L2 KLHL41 MED8 DLGAP2 PPP1R17 ACTR3B UBE2T CDHR2 TSKU PBRM1 KIAA1210 CARD18 ACP4 GDA GAL3ST3 FAIM2 TFB1M CFL2 FA2H INTS13 SEZ6L2 ZKSCAN5 NECTIN1 KLHL20 OGDHL ATG4D ST6GALNAC5 PANK1 GDAP1L1 GPRC5D DNAJC27 ATPAF2 FAXC HOXC10 EPB41L4A SLC4A5 RANBP17 FLRT3 CENPJ MTHFD1L ACTN2 SNTG2 TRIT1 IFT57 DPEP2 APBB1IP NRIP3 LINGO1 SPG11 LINC00869 TLR9 AGBL5 PRPSAP2 SH2B2 SYT6 SNTG1 SLC7A6OS MS4A14 ACTR6 IQCA1 NAGPA MDM1 NSD1 SPOCK3 SMO ARID2 BAG2 AFAP1-AS1 ZRANB1 NDE1 HSPA4L EIF2AK4 LYRM2 PRTFDC1 PHLPP2 ARHGEF25 ANGEL1 SERTAD4 PECR CCDC62 SPATA5L1 DENND5A ARMCX5 FMNL2 MRPL39 SLC22A16 KLF1 WNT6 EMC9 GOSR1 CD93 MZB1 LGI2 TANGO6 THOC2 FBXO34 VAPB TRPM1 ADCK2 TRIM5 CPNE4 TMEM163 HEBP1 LINC01549 CSGALNACT2 TMEM144 ERVH48-1 ERO1B DNAJC14 HINFP ZHX2 VDAC3 MRPL36 NSFL1C FAHD2A STRA6 PHF24 PAXBP1 RBFOX2 DHX58 NLN ANKRD13A AAR2 LANCL1 TF COPE CYP26A1 OLFML2B POLE2 EDDM3B CNTNAP5 ZMYM6 NTF3 NMNAT2 ANKRD11 CLEC3A LRRN3 TPD52L1 CLDN15 ZNF83 SSX3 ZNF444 PRSS27 LSM6 ANGPTL1 EMC1 BRIX1 MS4A6A COLQ FAM167A NUDT9 CNTN3 PARVA GRAMD1B SLC16A10 PHF20L1 SAP30L NKTR CSDC2 LIM2 TH AQR ZFP91 MRPL13 FAM189A1 CDKL3 JPH4 MSH5 NIFK RIPOR3 MODULE_392 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_392 H2AX CBX1 NOLC1 UNG MSH2 TCOF1 H2BC12 H2BC13 NPM1 RPL35 NCL SMARCC1 RAD51 KPNA2 H2AZ1 XPO1 RAD51C CCNO MODULE_395 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_395 AP1S2 TUBB4B TUBA4A LRP8 HPCAL1 AP2S1 HPCA AP3S1 AP2A1 SEC24D SEC31A ARCN1 AP2M1 TBCC MODULE_396 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_396 SLC12A2 GLRB GABRG2 CLCNKA GLRA2 SLC26A3 GABRA2 CLIC2 FXYD3 GABRA6 CLCN3 GABRA3 MODULE_397 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_397 ALDH7A1 MYH11 IGFBP6 LAMB1 CACNB3 ACD TRIP6 PPT2 PLK1 PTTG1 KIF11 CDC25B H2AX TPX2 TRIP13 MYBL2 CDC20 FOXM1 ILF3 BYSL BUB1B NUP205 MSLN SFTPB EFNA1 ZIC2 ARFIP2 ARHGEF16 NECTIN1 VAV2 TJP1 HTR2A HOXB7 CENPF SRPK1 TINCR IGSF3 SAC3D1 RAD51D AFAP1 E2F1 DDX11 SEMA3F ORC1 NDC80 CDC45 HOXA5 OGDHL SNRPA FGG EPHB4 NCAPD2 SALL2 GMNN KIF23 CENPE NRM ASF1B ARHGAP11A NUF2 NCAPH GPSM2 CDCA5 AURKA SMC2 PLK4 F5 THBS3 EYA2 PHACTR2 TRAP1 HEATR6 SOCS7 CIB2 DNAH6 GRAMD1B ZNF184 HERC2 BAIAP2L1 TBC1D1 USHBP1 TNRC6A DLEU2 PYGO2 DONSON RFPL3S ANKEF1 PADI3 PMCHL1 RAB6B GON4L WDR34 GRAMD1A GDAP1 MBNL3 RUSC1 FOXK2 ATP1A3 CDCA7L PTCD1 ZNF432 ABI2 RPUSD1 SCAP NT5M BCAS3 SLF1 FER1L4 MRPS26 PREX1 JMJD4 NOL12 ZNF74 DVL2 EFCAB2 SSR4P1 MBNL2 ZNF200 CABIN1 ROBO3 NOL6 MODULE_399 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_399 TNFAIP3 CD14 DUSP6 EMP3 EMP1 FOSL2 GADD45A CXCR4 AHR TNFRSF1B STAT1 LTBR IL1B TNFRSF25 ADORA1 C6 CD40 IL18 BCL2L1 DAPK1 PRF1 CD2 GPR65 TNFRSF21 RRAGA TUBB4B BIK CDK11A LY86 CGB3 GZMB CASP1 NFKBIA IL24 LGALS1 LYZ BCAP31 VDAC1 DAP PSEN2 GZMH EIF2AK2 ADRA1A BNIP3L TRAF1 CASP14 MAEA TXNL1 CD38 PEA15 RIPK1 LIMS1 MODULE_400 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_400 GNG11 LMOD1 SLIT2 EFEMP1 AHSG MGP JAK3 IL6ST TIE1 STC1 MTTP AMELY SRD5A2 IBSP TCF15 COL5A1 EXTL1 ABCA8 KIF25 MODULE_401 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_401 PLA2G2A LIPA LPL MGLL CES1 AADAC APOC2 CLC PLA2G7 PRDX6 PLA2G10 AOAH BCHE PON1 PLA2G5 PNLIPRP1 MODULE_402 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_402 AEBP1 CTSA CPB2 CPN1 CPA1 ATP6V1C1 ATP6V1B2 ATP6V1F ATP6V1E1 CPM CPB1 CPA2 MODULE_403 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_403 G0S2 PLK1 FEN1 CDC25B MYBL2 CCNB1 CDK1 CDC20 TOP2A DTYMK CENPA PCNA MCM3 MCM6 UNG CDK2 TFDP1 RPA1 TK1 UBE2V2 WEE1 MSH2 E2F1 VRK1 CDC45 XRCC5 MKI67 RECQL4 EREG TOPBP1 MELK CDK4 NEK2 KPNA2 CCNE2 H2AZ1 PLK4 XRCC3 DPP7 TRUB1 PRKX CHD3 ATR VPS50 SNX11 FTCD MODULE_404 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_404 ALDH1A1 AR RBP1 SCP2 CRABP1 SCGB1A1 SHBG GC SERPINA6 ACACA HSD17B4 PCCA GNMT RXRA ACACB FOLR2 RXRG CRABP2 TTR SCGB2A1 ESR2 HNF4G NR3C2 SULT1E1 RLBP1 OSBP MODULE_407 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_407 DUSP6 GADD45G FGFR1 DUSP2 CXCR4 RGS4 C5 DUSP8 FGF2 DUSP4 C5AR1 FPR1 RGS3 MODULE_408 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_408 ASAH1 UGCG PLCD1 PLCG2 NSMAF HYAL1 ARSA PRDX6 PLD1 GPX4 PLA2G5 GM2A HEXB SMPD1 NAGLU PSAP IMPA1 NAGA MODULE_410 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_410 CLEC2B CLEC3B GFPT2 MRC1 FCN1 SELL LGALS9 SFTPD CD22 REG1B CD72 ASGR2 ASGR1 NCAN CHIT1 CD69 APCS LGALS4 FCN2 GCKR CLEC10A LGALS3 THBD KLRK1 OLR1 FCER2 KLRC1 SELP CLC LMAN2 KLRC3 LGALS1 CLEC3A LGALS2 SFTPA1 SIGLEC5 MODULE_411 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_411 SLC16A2 S100A11 IQGAP1 SLC7A5 BTG3 ALDH3A1 HOXB2 MLC1 PIGL ACSL3 HRG RNASE2 KRT35 SLC10A1 FUT1 YJU2 FZD5 PTK7 SLC9A6 RAPSN CPA1 BFSP2-AS1 CEBPB MAK LMAN1L OLFM4 ASAP2 ZFP36L1 SERPINB7 TGM1 SLC38A3 SLC9A1 B3GNT5 PRKG2 SPATA31A7 ZNF608 OSBPL10 PSME4 SLC38A2 CLN5 S100A10 LPCAT2 M1AP NOD2 IPP DMRT1 TSNAXIP1 KATNAL2 PCIF1 SRSF12 ASPSCR1 ANKRD2 MAP7D3 FABP3 HYAL3 XPR1 AIG1 RNF133 MINK1 PARP8 KCNJ1 FBN3 DLGAP3 CTAGE1 PBX4 CRYBG1 CARF ZBTB3 TMEFF2 EAF2 TRMT1 PDE10A CD226 COMMD4 PKD2L1 SCPEP1 CAMSAP2 HAGHL MT1X CFAP44 MODULE_412 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_412 ITGB5 TNC ITGA5 ITGA3 ITGB2 ITGAM CD47 ITGAL ITGAX ITGB3 ITGA2 ITGAV ITGAE MODULE_414 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_414 PLSCR1 ANXA1 ANXA3 ATP5F1A ATP5F1E ATP5F1D ATP5MC3 ATP5PO ATP5MC1 ATP5MC2 ATP5F1B ATP6V1F ATP6V1E1 CDIPT ANXA5 PEBP1 CAVIN2 MODULE_415 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_415 SLC16A2 GJB1 GABRP ALB GABRB3 P2RX1 AQP9 SLC37A4 SLC10A1 SLC6A1 TTR SLC9A5 KCNJ3 MODULE_416 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_416 AQP1 DUSP2 ADM MAD2L1 AQP4 AQP3 EFNA1 SCNN1A CYP2B6 LTF CLCNKA TLE3 AGTR1 UNC13B SLC22A4 GUCA2B TMF1 SAA1 CLCNKB SLC34A1 NFAT5 ADAM17 P3H3 MODULE_417 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_417 PLA2G2A IGF1 LIPA HMGCS2 PLCD1 PLCG2 HMGCS1 APOC2 ACOX2 APOC3 BAAT SLC27A2 ALDH5A1 PLA2G7 PRDX6 LIPC PLD1 PNLIP PLA2G5 CLPS PNLIPRP2 PAFAH2 MODULE_418 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_418 SPON1 KRT19 SELE CD200 HLA-DQB1 RNF167 SECTM1 SCGB1A1 ACP5 TACSTD2 KRT14 CSTA MEF2C ABCC6 MAPK8IP2 RAP1GAP KYNU CP SLC10A1 ANXA9 PCDH1 GDA TIE1 MSI1 UFSP2 MREG GCA IFI44 MX2 TPSAB1 RUNX3 COLEC12 PKIB SYT13 H2BC7 RHOU KRT17 SEMA3B DPYSL5 INPP5F GPRASP2 MXI1 BEX4 BAZ2B NRCAM NHSL1 NKD2 ABCC2 UNC13A MMP25 PACS2 DYNC2H1 RALGAPB NPL SMPD3 SYT8 AVPI1 ZNRF1 SMIM3 ASPN MODULE_419 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_419 CNN3 CALD1 FLNA MYH11 SVIL LMOD1 STMN2 TWF1 PLS3 FLII CORO1A CAPG PIP SYN1 GSN TMSB4Y SPTBN1 MARCKS ENC1 CNN2 FLNC CAPZA2 MYO1E GABARAPL2 VCL DSTN FLNB ACTN4 MYH9 WDR1 TPM4 SPTAN1 MACF1 CFL1 MODULE_421 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_421 ANXA1 H2BC21 H2AX CENPA LCN2 CENPF COX11 H2BC12 H2AC6 H1-2 H2BC13 H2BC11 SCNN1B EXOSC10 ATM HMGB2 CENPE H2AC8 H2AC18 H1-0 TOX SEC14L1 SNHG12 C16orf58 TMEM41B TRMT2A POLR1E OGT MODULE_424 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_424 FCGRT FCER1G FCGR3A LILRB3 FCGR2A APOH LGALS3 KIR3DL1 LILRB2 TLR1 FCER1A FCER2 MS4A2 PSG3 HCP5 CIITA IGLL1 TLR3 MODULE_426 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_426 RRAD SRPX CD151 EPHX1 DYNC1I1 KIF5C CDH5 DDC SST ITGB4 APOC1 S100P ALOX5 CEACAM6 TSPAN1 ELF3 CLDN10 NUCB2 MLC1 SHBG MLANA PRG2 SERPINA6 PCSK1 CHN2 PHYHIP MAP7 CFAP410 SPHK2 CSPG5 IGSF3 ACVRL1 SHROOM2 TFAP2A APCS HGD UGT2B4 XK HBZ AGBL5 NPY1R CNTNAP1 FZD2 MAPK4 SLC19A1 TCN2 FTH1 SPNS1 SLC26A8 ISG20 SPI1 KLRC3 GAS6 ITIH5 ARAP2 CEBPD HLA-DPB1 MS4A7 CYP3A5 SLC2A9 BCHE KCNS1 F5 COL13A1 CNRIP1 MAL2 PPP1R14C MBL2 PYROXD1 DIABLO SLC8A2 SYBU WT1 SLC17A1 RPS6KL1 WDCP TNIP3 FSCN1 SMOC2 ZIC4 SCN3B BCAN CYP26B1 LACTB2 SIRT6 RPL27A TKTL2 TBC1D23 MODULE_427 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_427 DHRS3 IGF1 TFAP2B SYT1 ZEB1 SERPINA3 SYNGR1 DMD CCNB1 FERMT2 LIMK2 ACP2 AZGP1 ACSL3 DDX17 CFI GALC LBP PFKFB3 DDX11 EPHX2 GCGR ALDH1B1 KCND1 TRPM1 PTPRS SPOCK2 RAB3GAP2 MCTS1 GEMIN7 MBD5 NOL7 PCCB SDHC IFI35 HLA-DRB4 TIMP1 NDUFAF3 FOSL2 BMP6 AK3 MAP4K2 PLPP3 CEBPD RPL13 HLA-DPA1 WNT3A BET1L DLX5 HSPA1B PSEN1 GAS2 CARD16 COL4A5 TRIP4 PTHLH MIF4GD CYTH1 NUMA1 CLSTN3 FGF13 PCTP OSBPL2 YPEL3 PMS2P1 TMEM143 THEMIS2 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 AKAP5 FRMD4A CRBN DCAF10 BOD1L1 NUP210 C16orf71 MAD2L2 NBPF3 KIF13A MIEN1 ZNF587 ATE1 SIL1 SLC5A1 ZNF559 ABCA7 GPD1 HMGN2 RMDN3 CHCHD6 UQCC2 MIS18A YTHDF2 SNED1 SINHCAF ENOX1 MAP3K10 PYROXD1 PILRB FAM49A ZNF224 TRDN RNF139 SZRD1 ATXN3 DNAJB1 MODULE_429 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_429 SMARCA2 ERBB3 RPS21 RPLP2 EEF1A1 RPL32 RPL37 WDR5 RPL27 RPL5 LDHB AMH TMEM109 EPO MODULE_430 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_430 RAC2 CCND3 ARHGDIB CORO1A TCIRG1 NME3 MEN1 GCH1 DECR1 GRK2 TAZ INPP5D TTLL3 LSP1 DOCK2 PKN1 MAP4K1 SH2B2 RAB4B NCF1C UCP1 ISG20 MX2 SIPA1 SYK ARHGEF1 SURF1 MAP4K2 RPS9 SNX17 ARPC2 SPPL2B ABTB1 LIMD2 CYFIP2 TRAP1 NUMA1 DPH1 TYK2 SOCS7 HDAC10 HDAC7 FANCA NBEAL2 FAM32A GMEB2 PPP6R1 SYVN1 HP1BP3 MOB3A CAPN10 CEP192 WDR76 TTC7A BTBD2 MODULE_431 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_431 PTGIS TGM2 PLA2G2A PTGDS ALOX5 ALOX15 CBR1 DPEP1 TBXAS1 PTGS2 PLA2G10 GGT1 ALOX15B CBR3 LTA4H MODULE_432 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_432 FDPS SQLE FDFT1 EBP HMGCS2 HMGCR MVK DHCR7 HMGCS1 PMVK IDI1 NSDHL LSS MVD CNBP MODULE_433 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_433 MDK NAMPT IL6 CXCL12 IGF1 PTN IGF2 CSF3 MIA FGF1 PDGFA BMP4 SCGB1A1 TNFSF10 CXCL8 CXCL1 BMP1 TGFB3 NRG2 LIF AREG EGF EDN2 CSF1 JAG1 FGF2 NRG1 FGF6 CCN3 PPBP HBEGF TNFRSF11B PGLYRP1 LTB VEGFC PDGFB TGFA IL15 FGF7 IL24 EREG OSM IL11 IL9 IL17A INHBA FGF12 GRP TGFB2 OGN S100A6 BMP2 IFNG NTF3 TNFSF13 FGF11 TNFSF9 IFNA5 BMP7 DKK1 TDGF1 MODULE_436 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_436 IGHM CD14 IGHG3 IFIT1 LGMN IFI27 DBP CD200 ADAM19 HLA-DQB1 CD37 MX1 MAL HLA-DMA CSF3 HLA-DQA1 CYP1B1 UBE2L6 THBS1 CCL18 STAT1 GBP1 IL7R TAP1 TNFSF10 TNFRSF25 CCL7 CD79A TCL1A CD86 IFI44L ISG15 DEFA1 FAM53B CD3D SERPINA5 AQP9 DPEP2 CD2 CD5 KLRK1 IL3RA IL2RB HLA-DRA LPAR6 FPR1 HLA-A CD79B LGALS3BP HLA-C P2RY10 FCER2 UNC13B HLA-DMB CD27 IGLL1 OAS1 CTSL TNFAIP6 SPIB UNC79 PNMA8A IGKC POU2F2 UCP1 IFI35 TRDD3 GNLY GBP2 PLCL2 IFITM1 MS4A1 CXCL9 BST2 IFITM3 TXNIP OAS3 TTLL2 CAMK4 CEBPD APOL3 KCTD12 HBA2 HLA-DPB1 IGLJ3 SAMSN1 HLA-DPA1 CD74 MST1L RUBCNL PARP14 CACNG4 PELI1 GSTM2 BLNK ABTB1 FOXP1 KIAA0753 TXLNGY HVCN1 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 ZNF436 KCNQ5 MED12L CCDC186 UTY AXIN1 NLRC5 MECP2 UNKL MARCHF1 FCRLA PRMT3 SPON2 CTLA4 FCRL1 SLC24A3 RAPGEF6 FCRL2 RCSD1 RSAD2 HELZ2 TTC30A TREM1 PPP1R16B SDC2 RRP15 STK31 ADGRE2 NRIP2 SLC22A23 MODULE_438 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_438 KRT19 MYH11 LAMB1 TNC SNAP25 DYNC1I1 KIF5C STMN2 NEFL AC005747.1 LAMA5 INA STMN1 KRT7 LMNB1 KIF11 ZWINT CDC20 KRT4 CORO1A SFTPD ARHGAP4 KRT14 KRT5 DSP FAM107A KRT6A CENPF OCLN DTNB MAPT SNPH STX1A MAP2 AMPH TACC2 PALM LZTS3 KRT2 KIF2C SEPTIN4 TUBA4A KRT8 KRT13 EVPL MYH7 MID1 LAMA3 KIF23 CENPE BIRC5 SEPTIN5 KRT17 KRT6B SH3GL2 ACTR1A CCNT1 ACTR1B KIF5A LAMC2 TUBB4A CYTH1 VAMP2 TRIM13 NUMA1 KLC1 PKP4 HIP1 MODULE_439 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_439 IER3 G0S2 GET1 PLK1 MYBL2 CCNB1 PCNA MT1G CDC45 RNASE3 CD2 VIPR1 BCL2A1 EREG DNAJC3 CDK4 BIRC5 NFKB1 LAP3 LRRN3 ANXA7 MODULE_440 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_440 GATM CKMT1B PYCR1 DIO1 CPS1 ARG1 BBOX1 ASS1 OAT GLUD1 GAMT ASL ODC1 CKB CKM TTR ACY1 OTC ARG2 MODULE_444 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_444 TGFBI ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 CXCL8 JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 VEGFD FGF6 PTPRR KDR PBX3 MODULE_445 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_445 ADM DDC MAOA GAD2 NPR1 GUCY1B1 DIO1 NPR2 GUCY2D GUCY2F GUCY1A2 GUCY2C ADCY8 TTR ACHE MODULE_447 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_447 IGFBP2 IGFBP3 RSRP1 NOLC1 EIF3I ECI1 ZMPSTE24 BMS1 EIF3F RPL29 EIF3E EEF1B2 EIF3H EIF3C SNRPA EIF3D TAGLN KRT8 FAF1 UQCR11 NFKBIA COL4A2 RHOJ DGCR2 SEC61B YME1L1 CTNNA1 BNIP3 C4A ANXA5 ID2 RBPJ LCOR CCT2 CTBP2 NPTXR DYNLT1 GPS2 MODULE_448 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_448 INSIG1 SCGB1A1 CSF2RB CKAP5 KIF3A KCND1 RASGRP3 CD5 PGLYRP1 TNFRSF8 PBX2 PRDM8 CEBPE AKAP4 RAPGEF1 CLCNKB ICAM4 BVES HSD17B7 SERPINB7 PTCRA SEC31B BNIP3L WNT5B TMEM267 CLCN6 PITHD1 CTBP2 NHSL1 MAP1LC3A ZNF17 POR ZNF397 THNSL1 B4GALT2 ABHD6 UBAP1 SELENON CATSPERB NUP43 APEH FGD4 PLEKHA4 RNF186 TUBB1 MODULE_451 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_451 PLK1 FEN1 MYBL2 CCNB1 CDK1 CDC20 TOP2A CENPA PCNA RPA1 ALOX12B IQSEC1 TSPYL4 CDC45 PTK7 MKI67 TOPBP1 MELK CDK4 NEK2 KPNA2 H2AZ1 PRKX SORT1 NLRC4 PCNT SPATA9 MKS1 ESRP1 UPF3A RNFT2 ZNRD1ASP PTPN23 MODULE_453 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_453 TGM2 CCNF GNS VAV2 GPRASP1 TUSC3 MT1G NEO1 CFP KIF14 INPPL1 INTS1 ITIH3 ANP32E NSUN3 SYT4 HMBS CTPS1 SHCBP1 FAM181A RAVER1 PLBD1 KMT2D PFKM KLHDC10 PAK1IP1 OSBPL10 MEAK7 CD109 ITSN2 APP ANXA13 FKBP3 BTAF1 SETD6 DHRS11 LDB3 ZBTB10 ITCH TUBE1 IKZF4 NUDT15 HCAR1 HCFC1 MODULE_454 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_454 EDNRA CAP2 GHRHR ADRB2 ADORA2A ADORA3 CALCA ADORA2B GIPR CAP1 MODULE_455 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_455 SPON1 KRT19 ACP5 TACSTD2 CSTA MEF2C MAPK8IP2 RAP1GAP ANXA9 GDA MSI1 UFSP2 MREG MX2 TPSAB1 RUNX3 COLEC12 PKIB C8orf34 CABP5 SYT13 FOXRED1 RHOU KRT17 DPYSL5 GPRASP2 MXI1 BEX4 NRCAM NHSL1 NKD2 ABCC2 UNC13A MMP25 PACS2 DYNC2H1 RALGAPB COQ4 PHF12 MODULE_456 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_456 TNFAIP3 TSPAN7 GSTM1 SLC2A3 SELE BCL6 CDKN1A IFIT1 IL6 TRIB2 MICAL2 MSX1 SRSF5 MME SATB1 MAL MGLL MMD ANPEP PCNA GMPS SWAP70 CHI3L2 IL1B TNFRSF25 DUSP5 CD8A CBLN1 CYP2E1 STAT4 DENND3 DDA1 CR2 MAPK10 EVI2A TNF CD1C CDKN2C BASP1 ATP2C1 KLRK1 SLAMF1 GPR65 TLR1 IL6ST PRKCH PTK7 LINC00160 BHMT2 LCK STX11 NFKB2 NFKBIA CD83 PTGER4 FYN HIF1A GJB2 NOX4 OAS3 POLD3 CCNE2 PDGFD ZNF652 TP73-AS1 DNAJC12 GCC2 CREM SAMSN1 NRAS SH2D2A AGO2 STARD4 APOA2 KLHL15 SON SCAND2P CYTIP STAG3 SIDT1 CCPG1 SLC43A3 HASPIN HSPA5 YIF1B BMP7 MED29 PIF1 ATF6 TOX MYBL1 PAG1 DTX1 ZNF16 ZNF608 ASB13 SORL1 BCL7A RIPK3 RGL3 KLHL6 PRKAR2B NPIPB3 FAM169A TRAF1 NR4A3 MMRN2 CD38 TRIB3 CTTNBP2NL A4GALT FAM126A MODULE_457 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_457 SRSF2 NOLC1 UNG MYB NPM1 NCL SNRPD1 KPNA2 ZNF146 CCNO MODULE_458 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_458 ECM2 AKAP17A MAL ITGB4 SERPINB3 IFI44L TP53 CCL4 SLC22A1 BHMT IFT52 ROS1 KLRC2 SLC19A1 TF MMP7 FMNL1 MUCL1 TMC5 TRPC1 COL13A1 NR1H4 LGALS7 THEMIS2 PLCL1 NR4A3 CA3 FBRS ZMAT1 ARHGEF28 KCNQ1OT1 AKT3 CRX MED12 CCDC155 JAG2 MAP9 GP2 MODULE_459 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_459 COL6A3 KRT19 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 ACKR1 SFRP1 TMEM47 NFIL3 GEM FOS CCL2 SLC43A1 ADIPOR2 STAT3 FUCA1 SV2B CHL1 CDH5 ACSL1 TBC1D9 UGCG PKIA TMED3 DLC1 SMAD3 MRPL47 MMP9 GPSM3 CD163 DPYD ITGAM CXCL8 CSF2RB CYP1A1 CHST1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 AC004151.1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZKSCAN7 S100A5 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 SCD CLUH NXPH4 KLHL41 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 FPR2 MST1R EPHA7 RNASEL EEF1D ELOB TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 BCR CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 TRIM14 PCED1B LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIO3 DIRAS2 COQ8A PTGS2 CIP2A CMTM6 ESPN PTPRT POLDIP3 LDAH PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 RNF220 NELFB NUP58 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 STRIP2 MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B POGLUT2 TRIM7 ZMAT4 MMP14 TMEM248 UTP11 C19orf73 HS1BP3 MBD5 HACD1 EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 FMN1 DCANP1 REPIN1 NACAD POU6F2 ZGRF1 EFCC1 NOL7 PAPOLA GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C ABHD17C SIPA1L3 MRPS15 PIP4K2C TRIM48 C1orf116 LRRC19 STRN AC022966.1 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQOR ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A LNPK LRRC14 ALKBH4 NELFCD MED28 TMEM255A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A MODULE_462 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_462 PTGIS UGDH PTGDS ALOX5AP HPGD ALOX5 AKR1C3 ALOX15 FDXR HSD17B4 CYP4F3 PTGS2 MGST2 ALOX15B LTA4H MODULE_464 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_464 ALDH1A1 ALDH7A1 AOX1 ALDH1A2 ALDH1A3 ALDH3A1 ALDH3B1 ALDH4A1 BCKDHA ALDH3A2 ALDH6A1 ALDH3B2 ALDH5A1 ALDH9A1 MODULE_465 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_465 DUSP6 CD24 RGS4 C5 C5AR1 FPR1 ALDH3B2 SRXN1 SYN3 SLC27A4 PDE3B ATL2 MIR4453HG CRISP1 GTF2H2 BAZ1B MODULE_470 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_470 STAR MAOA PTH1R PPBP PF4 VIPR1 TMPRSS15 ADGRL2 ARHGAP22 PTGS2 PRLR PFKL ADGRB3 IGFBP5 ABCA2 ADGRL4 MODULE_471 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_471 SHMT2 GCLC ASNS ME2 GCLM CBS SDS ME3 LAP3 ACSL1 MODULE_474 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_474 IGFBP2 CCN5 QSOX1 IGFBP3 IGFBP6 CCN1 LTBP1 NEDD9 SOCS3 CCN3 IGFBP1 CCN2 HTRA1 IGFBP7 SOCS1 IGFBP5 SHC1 MODULE_478 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_478 FCGRT PLOD2 FCER1G FCGR3A LILRB3 P4HA2 FCGR2A APOH LGALS3 LILRB2 FCER1A FCER2 PSG3 HCP5 IGLL1 TLR3 PLOD1 P4HB PLOD3 MODULE_480 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_480 DHRS3 SYT1 ZEB1 SERPINA3 SYNGR1 DMD CCNB1 FERMT2 LIMK2 AZGP1 ACSL3 CFI GALC LBP ALDH1B1 KCND1 TRPM1 SPOCK2 RAB3GAP2 MCTS1 GEMIN7 NOL7 IFI35 HLA-DRB4 TIMP1 NDUFAF3 FOSL2 BMP6 AK3 MAP4K2 PLPP3 HLA-DPA1 WNT3A BET1L DLX5 HSPA1B PSEN1 GAS2 CARD16 COL4A5 TRIP4 PTHLH MIF4GD CYTH1 NUMA1 CLSTN3 FGF13 PCTP OSBPL2 YPEL3 PMS2P1 TMEM143 THEMIS2 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 FRMD4A CRBN DCAF10 BOD1L1 NUP210 C16orf71 MAD2L2 NBPF3 KIF13A MIEN1 ZNF587 ATE1 SIL1 SLC5A1 ZNF559 ABCA7 GPD1 HMGN2 RMDN3 CHCHD6 UQCC2 MIS18A YTHDF2 SNED1 SINHCAF ENOX1 PYROXD1 PILRB FAM49A ZNF224 RNF139 SZRD1 DNAJB1 MODULE_481 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_481 PTGIS SEMA3C CFHR1 LOXL1 FMOD BMERB1 INA KIFC1 CDH2 ZKSCAN3 PCDH17 MUC4 DDT IL1RAP APOH SLC30A9 MAPK8IP2 CRMP1 EFNB3 PITPNB SPEF1 COMP TMEM158 F12 CPN2 ACOX2 TNFRSF11B PRKD1 ADRA2A TLR3 ITGA9 BPI CACNA2D1 TTLL4 UMOD FGF7 AFP SLC22A2 KLHL25 PAX2 KLHL28 CHEK1 SPINK1 COX4I1 GRB14 FGFBP2 PPP2R3A GATA6 RAB29 DGKI TAF4 PDE1A H3C11 AURKC NUDT4 TOR1B ESRP2 GNAZ MAP6 CRYGC ABCC13 ARNTL FBN3 BACE2 TMEM190 IL18BP NREP THSD1 PHF14 LGR4 SLC36A1 ZFP28 TTTY11 ZNF765 R3HDM4 MYNN SIGLEC9 NUP160 PTBP2 MAGOHB RIC1 RAD54B XCL2 VPS13C EXOC7 GAS5 TMEM14A ARHGAP24 MRTFB MODULE_484 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_484 RAC2 CCND3 ARHGDIB CORO1A NME3 DECR1 GRK2 TAZ INPP5D LSP1 DOCK2 PKN1 RPLP2 RPL37 RAB4B NCF1C UCP1 ISG20 SIPA1 SYK ARHGEF1 SURF1 MAP4K2 RPS9 RPL27 LDHB SNX17 SPPL2B ABTB1 LIMD2 CYFIP2 TRAP1 NUMA1 TYK2 SOCS7 HDAC7 NBEAL2 FAM32A GMEB2 SYVN1 HP1BP3 MOB3A MODULE_485 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_485 CAP2 FADS2 CD24 PLIN2 NQO1 MYBL2 DLGAP5 PCLAF CCNA2 RRM2 PCNA UNG UBE2S S100P ELF3 ARHGEF16 RFC4 DENND3 MAP1A GPC5 HOOK1 GLT8D2 TINCR COL10A1 BDH1 RBM42 GRIK2 SYT4 ZNF777 ACYP2 GPN2 MCF2L2 FCHO1 CDC6 BUB1 AURKA NT5DC2 SNRPB PDK2 SSH1 SLC40A1 ARL2 POLE GPR160 MSX2 CELF4 GSDMB SSUH2 STX6 KRT20 SCG3 IPPK MODULE_486 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_486 CD14 AMT IGFBP2 ENG CCND2 MAOB PLXND1 TSC2 ADM BCAS1 STMN1 CCNF TRPM2 FKBP8 SHBG DDX17 APLP1 SNPH PLXNB1 GPRASP1 RAB11B SLC9A3R2 CTF1 TRAF2 CRYAA INPPL1 INTS1 VPS72 UGT2B7 TFR2 SCD CYP3A7 IGSF1 OGDHL BDKRB2 VDR RARA SLC19A1 ASS1 KIF1A MPRIP PNPLA2 ALPK2 CDC6 CKB PRKCQ CAMKV MAP4K2 APBA1 RNF40 PEX5 DDX5 TAF6 PRPF8 CCNT1 KMT2D GSTM2 VNN1 SPPL2B RNPC3 EN2 RBM6 SERPINB6 LRRC37A4P CHKB GNAZ PARD6B ATAT1 SLC35A4 LUC7L3 REEP1 SULT1A3 HOXA10 SF3B1 SNRNP70 HDAC10 USHBP1 IFT43 TBCK CCNL2 HDAC7 DNAJC4 SLC35F6 CABYR ARGLU1 BACE2 MED12 JAG2 DBH-AS1 CLUHP3 RALGAPA1P1 MYO9A ATG16L2 STARD10 ARHGAP23 RALGAPA2 EDARADD CROCCP2 PWWP3A DEDD MODULE_488 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_488 GPNMB S100A11 CDKN1A EMP3 IL6 GAS1 IGFBP6 KLF10 BTG3 AIF1 IL1B CXCL8 CXCL1 RARRES1 TM4SF4 CDKN2A KAT2B NME1 IFITM1 IL1A BTG1 PMP22 CDKN2B NME2 BTG2 FGFBP1 EIF2AK2 ADRA1A SSTR3 MODULE_489 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_489 ITGAM PRTN3 CD79B NTSR1 SLC28A1 KIF1A NTN3 SPTLC2 SGCA POU6F2 HPCA NCF1C PYGM MAD1L1 GABRA2 SAG SLURP1 REM1 VIPR2 TG MFNG ZFY GRAP ADRA1A ARHGAP26 SOX3 GDF5 HES2 CLCN3 GABRA3 PRM2 IFNA4 MODULE_491 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_491 PLSCR1 VEGFA TYRO3 NAMPT SLC23A2 TRIB2 GYG1 FABP4 LPIN1 ASAH1 UBE2V1 CD163 KCNN4 ST3GAL4 NECTIN1 CAPN3 MLANA ACSL3 MAD2L1BP FAM189A2 TMX4 ZBTB40 STXBP1 FANCG LAMP2 ADAM10 ATP1A1 MPG TM2D1 VPS36 HLA-DRA RPLP2 TUBB4B RXRG RPGR HNMT PORCN PYGB IGKC CASP1 BTG1 PRELP ATP6V1B2 PIKFYVE MTMR6 CIAO2A CHMP2A TMEM59 RHOQ DHRS7 IRF2 METTL9 DENND2D MXI1 SYPL1 NCSTN HEXA MUTYH IRS2 SUOX STX7 GPM6B FRMD4B CRYL1 ST8SIA1 SAA4 TMEM251 BCL2L12 RNF14 ANKS1A HPS4 GAB2 FBXO7 ABI1 CHSY1 RYBP B3GALT6 SLC25A13 PARP4 MODULE_492 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_492 AEBP1 FUCA1 ASAH1 CTSA GLA CPB2 CPN1 CPA1 ATP6V1C1 ATP6V1B2 ATP6V1F ATP6V1E1 GLB1 HEXB CPB1 HEXA NAGA MODULE_493 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_493 GJA1 TPM1 LAMB1 LTBP1 DENND2B PDLIM7 JADE2 MITF TIMP3 ST6GALNAC2 LAMA4 SMURF2 DCBLD2 EPHA4 TMSB15A ARNT2 ABCC5 AFAP1 SRCAP CLIP2 ZMIZ1 NDE1 EFNA4 EPHB1 ZNF189 TRIP10 TOB2 CD58 TCF4 ZNF292 KDM1A NSUN2 DNA2 CKMT2 ZP3 PFDN4 CHD3 CRLF3 TPTE2 ATRX ZBED5 CENPT SLC25A14 LPCAT2 XAGE1B TRAPPC2 COMMD7 STARD9 L3MBTL1 SMIM29 MTR SOCS5 OTULINL LARP6 LCMT1 DRAM1 MYLIP OFD1 SEPTIN8 PUDP CNNM4 SF3B6 UBE2E3 MYO5C CHTOP ZXDC CTDSPL PPM1H SSBP2 MODULE_495 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_495 NECTIN2 RGS1 IL1RAP HGD RCBTB2 CKAP2 XPNPEP2 ICAM4 LEAP2 LRRN3 SULT1E1 CCDC68 PPP4R4 VRTN C2CD4C CDADC1 MODULE_497 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_497 S100B ZIC1 SLC4A2 TFF1 PAX6 TBR1 BAMBI SERPINI1 NPTX1 PCP4 NNAT FOXG1 SLIT1 ADARB1 UGT8 NPAS1 PTPRR GRIK1 KIAA0040 RAD9A NHLH1 ALX1 PDE6H GABRA5 SEMA3A NHLH2 TAC1 SNCA GNAT1 MODULE_500 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_500 IL6 PLAUR KRT4 RAC2 KLF5 ST6GAL1 FUT6 ANKRD26 SEMA4D TERF2 SPP2 TFF2 CD247 P2RY6 GPR143 KCNAB2 HOXA4 NFKB2 KCNMB3 GNRH1 EPB41 RABIF DDX6 ANXA13 NDST2 ERCC2 IL1RL2 MSH3 ABCE1 MODULE_501 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_501 SEMA3C DUSP2 LTBR PDXK ASGR1 CD1C APCS HBEGF CHRNB4 MMP14 CASP1 BST1 EDN3 SERPINB8 ACTN3 MODULE_503 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_503 MARF1 CD14 GATM PDGFRA TBC1D2B IL1R1 MYH11 DLK1 COL16A1 NNMT FKBP1B TNFRSF14 SLC25A1 PLAUR PPP4R1 CTNNAL1 GLRX TYMP LYN PRSS8 TAGLN3 ADA GC TMEM97 KLK6 LHX2 PPP2R5D ME2 LSM14A KDM5D CCN3 HGD ACACB RHAG RPLP2 SRP14 SLC20A1 NF2 MARCKS CBY1 NUP54 DHODH PRDM1 SMYD5 NINJ1 PRSS3 GABRA2 H4C14 CKB BMP2 ZNF667 RNF4 PTMA RNASEH2C SLC25A16 ZNF217 MLF1 SETDB1 PNLIP ELL EXOSC4 MECP2 DPAGT1 LIMS3 LEAP2 AUP1 PCGF3 CHORDC1 LIMCH1 TRIM4 NNT TXNDC16 ALG12 EID1 SLC25A37 CLIC4 KLHDC10 DBNDD1 TRAF6 MYLK2 PLPBP VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3-3B CC2D2A DLL1 ATG5 KPTN MPPE1 HYOU1 CCDC88A ELK1 MKNK2 FOXS1 WNT5B MODULE_505 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_505 DDT N6AMT1 UGT2B15 TYR HSD17B4 UGT2B7 HSD11B1 UGT2B4 HSD17B1 CYP11B2 SRD5A2 HSD17B7 TYRP1 UGT2B10 DCT SULT1E1 MODULE_509 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_509 AP1S2 FDPS SQLE FDFT1 TUBB4B TUBA4A LRP8 HPCAL1 AP2S1 HPCA AP3S1 AP2A1 SEC24D IDI1 MODULE_511 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_511 BTG3 RNASE2 BFSP2-AS1 MAK LMAN1L B3GNT5 SPATA31A7 OSBPL10 PSME4 SLC38A2 LPCAT2 M1AP NOD2 IPP DMRT1 TSNAXIP1 KATNAL2 PCIF1 SRSF12 ASPSCR1 ANKRD2 MAP7D3 HYAL3 XPR1 AIG1 RNF133 PARP8 KCNJ1 FBN3 DLGAP3 CTAGE1 PBX4 CRYBG1 ZBTB3 TMEFF2 EAF2 PKD2L1 SCPEP1 CFAP44 MODULE_512 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_512 COL6A3 CALD1 MYH11 FXYD1 EDNRA CRYAB ACTG2 PPP1R12B FLII CHRNB1 TCL1A FGF2 VIPR1 BDKRB2 RYR1 ACTA2 NOS1 TNNT3 NEB MYL1 MYH7 GJA5 ALDOA MYOM1 ACTC1 CASQ2 HRC SSPN TNNI2 CKMT2 MYH3 ADAM12 ACTA1 PLN MYOM2 FHL1 SGCG MODULE_514 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_514 DHRS2 ADH1A ADH1C ADH7 SORD CRYZ ADH4 FASN TP53I3 CRYZL1 MODULE_516 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_516 ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 CXCL8 JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 VEGFD DIO1 PTPRR PBX3 MODULE_519 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_519 ALDH1A1 ALDH7A1 ALDH3A1 PDIA4 AKR7A3 ADH4 IDH2 IDH1 AKR7A2 ALDH9A1 ERP29 P4HB AKR1A1 PDIA3 PDIA5 MODULE_521 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_521 NAMPT IL6 IGF1 PTN CSF3 GRN SSR1 CDK2 CD86 FGB LIF EGF NRP1 FLT1 S1PR2 CSF1 CTF1 DDX11 FOSL1 ADRA1D CIAO1 STIM1 IL3 CD3E HBEGF VIPR1 SLAMF1 TNFSF4 EDN1 VEGFC FGG TIMP1 FGF7 CXCL5 CCKBR DHPS MODULE_522 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_522 IL7R LIMK2 CYP27B1 ADA LGALS3 LANCL1 HLA-DOA LILRA1 SLAMF1 IL15RA ITGB3 TRIP10 NINJ1 NFKB2 TGFA DNAJC3 LAG3 CPM SEC61B TIMMDC1 SPSB1 HLX TXN PTPN1 GRAMD1A LSS CTTNBP2NL RELB SMPX GRK6 MIR22HG PTPN2 DENR NPPB MODULE_524 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_524 CNN3 CALD1 FLNA MYH11 SVIL LMOD1 IGF2 CXCR4 STMN2 PLS3 FLII PIP SYN1 GSN SPTBN1 MARCKS ENC1 CNN2 FLNC CAPZA2 VCL DSTN FLNB ACTN4 MYH9 WDR1 TPM4 SPTAN1 MACF1 CFL1 MODULE_525 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_525 PKD1 LIPA INSIG1 NUP205 MT1G CD69 PMAIP1 TRAK1 FMNL1 KLRA1P FYTTD1 WDR75 NOX4 MIOS LBR DBF4 SGCD ULK4 HLA-DRB3 INTS7 NMD3 AGO2 TAGAP TAF1D C1orf159 THOC7 WSB1 DHX15 PTPN11 G3BP2 SNRNP200 STARD4 NSUN2 CD164 DDX49 APOA2 PPTC7 EAF1 AEN FEM1A ARL8B PELI1 KLHL15 ANKRD20A1 KBTBD8 STK10 DNAJC5B BET1L RAB8B C2CD5 SYNE2 TLE4 ZMIZ2 EXOC6B NFKBID ANKRD44 P2RY8 LBH ORAI2 IRS2 NOC3L DIABLO SLC8A2 MFSD14B MMEL1 MESD MODULE_528 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_528 SHMT2 GCLC ASNS ME2 GCLM CBS SDS TNFRSF10A ME3 LAP3 ACSL1 MODULE_530 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_530 SELENOP GPX3 GOT1 GPX2 NUDT1 MPO SDS PRDX6 CAT GPX1 SOD1 GPX4 CDO1 ATOX1 PDLIM1 DUSP1 MODULE_532 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_532 COL6A3 KRT19 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 ACKR1 SFRP1 TMEM47 NFIL3 GEM FOS CCL2 ADIPOR2 STAT3 SV2B CHL1 CDH5 ACSL1 TBC1D9 UGCG TMED3 DLC1 SMAD3 MRPL47 MMP9 GPSM3 CD163 ITGAM CXCL8 CSF2RB CYP1A1 CHST1 IL1RL1 ZNF143 CD8A CYP2A7 ELOVL2 SLC11A2 TMEM97 AC004151.1 GSN NCF2 SCARA3 BAIAP3 CDH4 CELF2 PTPRZ1 TMCC2 CUL9 REV3L ZKSCAN7 S100A5 SDC3 CSF1 MXRA8 TP53 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN SCD CLUH NXPH4 KLHL41 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 FPR2 MST1R EPHA7 RNASEL ELOB TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 SARAF CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCR3 MICB WDR46 NCOA7 GABPB1-IT1 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL INIP PORCN BPIFA1 KAT2B NEPRO NEIL1 RPRM FABP2 LMTK3 PI4K2B TMLHE KATNAL1 SOX6 CCDC81 MOCOS CHST9 SLAMF7 KCNE4 TSLP SP140L GEMIN7 RERE SNX5 GLB1L CELP ELAC1 SSBP4 CST1 UFSP2 ZNF318 EYA3 HIVEP2 OXGR1 IPCEF1 MOB4 ARHGAP15 VIT HMGN5 GOLGA4 MED12L ISYNA1 DNAAF4 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 BFSP2-AS1 FAM220A MRPL18 XRN2 KDM4D CCDC85C BTN2A1 COCH WDR25 AMZ2 XPO4 INO80B LEPROTL1 NR2E1 TAL1 GJC2 HBE1 PLEKHG1 GJA5 ZCCHC4 PPP1R14D FGD6 CCNL1 BRIP1 KLHL36 CCBE1 EIF2B4 C17orf75 TIMP4 AASS PRDM8 TRABD PLEKHF2 DEXI RNF103 C21orf62 TLN1 ASXL2 BCL2L14 SLC22A3 TTF2 DZIP3 TMEM62 EARS2 PCED1B LYL1 CORIN ATXN7 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A NUTM2F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMA8A PLGLB2 DCTN3 TESPA1 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 NOP53 PYGB SPNS1 COPE ARID5A WDR19 BAG3 TMEM121B HNRNPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 CCAR2 TMEM250 NME1 SMG7 DIRAS2 COQ8A PTGS2 CIP2A CMTM6 ESPN PTPRT POLDIP3 LDAH PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 RNF220 NELFB PDCD6 YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR TOR4A MORC3 CEP162 TIMELESS PGLYRP2 ILRUN ATRN FBXO11 STRIP2 MED25 FAF1 BRAP WRNIP1 CCDC90B POGLUT2 TRIM7 ZMAT4 MMP14 TMEM248 UTP11 C19orf73 HS1BP3 MBD5 HACD1 EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C FMN1 DCANP1 REPIN1 NACAD POU6F2 ZGRF1 NOL7 PAPOLA GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG RNASE6 IL1A EREG BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C ABHD17C SIPA1L3 MRPS15 PIP4K2C TRIM48 C1orf116 LRRC19 STRN AC022966.1 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 TFPI2 MFSD1 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQOR ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A LNPK ALKBH4 NELFCD MED28 TMEM255A ZDHHC2 PAQR5 CNOT6L FAM169A MODULE_533 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_533 AOC3 KRT19 MYH11 LAMB1 NCAM1 SNAP25 DYNC1I1 KIF5C STMN2 NEFL STMN1 LMNB1 ZWINT CDC20 CORO1A ARHGAP4 FAM107A CENPF DTNB MAPT STX1A AMPH TACC2 LZTS3 SEPTIN4 THBD TUBA4A KRT13 MYH7 MID1 TRIM22 NELL1 SEPTIN5 KRT17 KRT6B CCNT1 KIF5A LAMC2 TUBB4A CYTH1 VAMP2 BIVM AGAP3 RAPH1 USP37 MODULE_534 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_534 H2BC21 CENPA DIP2C H2BC12 H1-2 H2BC13 H2BC11 SCNN1B HMGB2 CENPE H2AC8 H2AC18 SEC14L1 SLC22A23 DUSP16 DNAJC1 SNHG12 C16orf58 MODULE_537 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_537 TNFAIP3 IER3 BIRC2 MYBL2 NRG2 SEMA4D SERPINB2 BCL2L1 CD2 BIRC3 BCL2A1 IL1A BIRC5 NFKB1 BNIP3 SON CFLAR MODULE_539 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_539 ALAS2 GYPB CP GYPE FUT1 RHAG GYPA PPOX HMBS GYPC RHD KEL UROD CPOX UROS FECH MODULE_540 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_540 MYC TFRC LTF SRI CP HFE TF MT2A FTH1 HPX MODULE_543 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_543 ANXA1 ANXA2 ANXA3 SCGB1A1 MRC1 ANXA4 HLA-DOB LGALS4 LGALS3 HLA-DOA HLA-DRA HLA-DMB ANXA8L1 HLA-DRB4 LGALS1 LGALS7 ANXA5 MODULE_544 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_544 PTGIS SEMA3C CFHR1 LOXL1 FMOD BMERB1 INA KIFC1 CDH2 ZKSCAN3 PCDH17 MUC4 DDT IL1RAP APOH SLC30A9 MAPK8IP2 CRMP1 EFNB3 PITPNB SPEF1 COMP TMEM158 F12 CPN2 ACOX2 TNFRSF11B PRKD1 ADRA2A TLR3 ITGA9 BPI CACNA2D1 TTLL4 UMOD FGF7 AFP SLC22A2 KLHL25 PAX2 KLHL28 CHEK1 SPINK1 COX4I1 GRB14 FGFBP2 PPP2R3A GATA6 RAB29 DGKI TAF4 PDE1A H3C11 AURKC NUDT4 TOR1B ESRP2 GNAZ MAP6 CRYGC ABCC13 ARNTL FBN3 BACE2 TMEM190 IL18BP NREP THSD1 PHF14 LGR4 SLC36A1 ZFP28 TTTY11 ZNF765 R3HDM4 MYNN SIGLEC9 NUP160 PTBP2 MAGOHB RIC1 RAD54B XCL2 VPS13C EXOC7 GAS5 TMEM14A ARHGAP24 MODULE_545 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_545 IL1R1 ALPL TLR2 IL1RL1 IL1RAP UBD SERPINA5 GSTA2 DAO FOXF2 IL18R1 CDH13 AKAP4 HCRTR1 UGT1A4 JAKMIP2 VGLL1 DSCC1 SOX30 HOXD9 MODULE_547 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_547 IGHM PTGIS EVI2B AP2A1 IGLJ3 CACNG4 NUP107 COA8 INTS11 AHNAK NUDT22 WWC3 NEUROD6 ZNF266 MGA PLEKHA1 MODULE_552 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_552 H2BC21 H2AX MYBL2 CBX1 CENPA RBMXL2 H2BC12 H2AC6 H1-2 EZH2 H2BC13 H2BC11 HMGB2 H2AZ1 H2AC8 H2AC18 H1-0 NASP MODULE_557 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_557 AOC3 MAOB STAR MAOA PPBP PF4 VIPR1 TMPRSS15 ARHGAP22 PTGS2 ADGRL4 MODULE_560 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_560 SERPINI1 UGT8 ALDH3A2 PMP22 SRXN1 SYN3 SLC27A4 PDE3B ATL2 MIR4453HG GTF2H2 BAZ1B MODULE_562 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_562 TIMP2 TIMP3 MMP1 ADAM9 MMP9 BMP1 PEPD TNF CHIT1 MMP15 MMP11 ADAM10 MMP7 MMP14 MMP2 TIMP1 MMP12 MMP10 MMP13 MMP3 ADAM12 MODULE_563 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_563 CCL3 SNAP25 MAOA CADPS GAD2 SYN1 GAD1 SNPH STX1A BAIAP3 SLC1A3 GABRA2 ABAT SYNJ1 COPB2 MODULE_567 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_567 NCAM1 FOSL2 CD44 PTPN12 SRSF5 GOT1 ANK3 ILF3 TNPO1 FGFR3 MUC5B SEMA7A AGPS CD4 CEBPG DUSP8 ZNF22 ATP6V1B1 TP53 PRIM1 ATP5MF ATP2C1 NDUFA7 RPS14 PABPC1 HNRNPC SPNS1 ABCC1 GAMT IRF7 KIAA1841 SDHD CLEC1B UTP18 PRELID1 IMP3 MYCN SLC25A22 AGFG1 HMGN1 COL13A1 EIF3K ZFHX3 ICOSLG PCSK4 ACTA1 PRSS1 MMUT RDX MAP10 PCDHB2 CPZ CAB39 PRUNE1 YIF1A ENOX1 ACP1 SETDB2 TFCP2 HCCS EDEM2 NUP155 NPL POLR1E HP1BP3 THNSL1 RNF186 TUBB1 STARD10 AGO1 RBP5 ZNF207 SENP3 SUGP1 SLC8B1 PAM16 MPDU1 STAM NUDT5 MED4 BUD13 UFM1 ELK4 GLOD4 USP16 BOK CSPP1 ERGIC1 XPOT DRG1 LRRC41 NCAPG LYAR DNAJC11 ZBTB46 ATG13 IRF6 MODULE_568 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_568 PLSCR1 VEGFA TYRO3 SLC23A2 TRIB2 GYG1 FABP4 LPIN1 ASAH1 UBE2V1 CD163 KCNN4 ST3GAL4 NECTIN1 CAPN3 MLANA ACSL3 MAD2L1BP FAM189A2 TMX4 ZBTB40 STXBP1 FANCG LAMP2 ADAM10 ATP1A1 MPG VPS36 RPLP2 TUBB4B RXRG RPGR HNMT PORCN PYGB IGKC CASP1 BTG1 PRELP ATP6V1B2 MTMR6 CIAO2A CHMP2A TMEM59 RHOQ DHRS7 IRF2 METTL9 MXI1 SYPL1 NCSTN HEXA MUTYH SUOX STX7 GPM6B FRMD4B CRYL1 ST8SIA1 SAA4 TMEM251 BCL2L12 RNF14 ANKS1A HPS4 GAB2 FBXO7 ABI1 CHSY1 RYBP B3GALT6 SLC25A13 PARP4 MODULE_571 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_571 AQP1 GRK5 ELMO1 ACVRL1 ALPG BHMT RORA EPHB1 COL4A4 DRD1 ATXN3 HCAR1 GPR18 PTPN21 DPYS MODULE_573 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_573 SLC2A3 VWF MYC CDKN1C CDKN1A TNC GADD45A CDKN3 LCN2 ALOX5AP AMBP CDKN2A CDKN2C PPBP KAT2B UCP1 GMNN SLC2A5 UCP2 AKR1C2 SLC25A16 TBRG4 HSP90B1 RLBP1 SESN2 MODULE_575 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_575 C7 EDNRA MMD C5 C8B PRF1 ADORA3 GZMA GZMB LYZ GZMM GZMH MODULE_576 http://www.gsea-msigdb.org/gsea/msigdb/cards/MODULE_576 MARF1 CD14 GATM PDGFRA TBC1D2B IL1R1 MYH11 DLK1 COL16A1 NNMT FKBP1B TNFRSF14 SLC25A1 PLAUR PPP4R1 CTNNAL1 GLRX TYMP LYN TAGLN3 ADA GC TMEM97 KLK6 LHX2 PPP2R5D ME2 LSM14A KDM5D CCN3 HGD ACACB RHAG RPLP2 SRP14 SLC20A1 NF2 MARCKS CBY1 NUP54 DHODH PRDM1 SMYD5 NINJ1 PRSS3 GABRA2 H4C14 CKB BMP2 ZNF667 RNF4 PTMA RNASEH2C SLC25A16 ZNF217 MLF1 SETDB1 PNLIP ELL EXOSC4 MECP2 DPAGT1 LIMS3 LEAP2 AUP1 PCGF3 CHORDC1 LIMCH1 TRIM4 NNT TXNDC16 ALG12 EID1 SLC25A37 CLIC4 KLHDC10 DBNDD1 TRAF6 MYLK2 PLPBP VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3-3B CC2D2A DLL1 ATG5 KPTN MPPE1 HYOU1 CCDC88A MKNK2 FOXS1 WNT5B