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admire/genesets/c4.cm.v5.0.symbols.gmt

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MODULE_1 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_1 CD55 FILIP1L WFS1 SYNE1 CNN3 FBXL7 LMO4 IGHM RRAD TNFAIP3 CFD COL1A1 RGS2 MYL9 GPC3 KIAA0430 PLSCR1 CD14 EMP2 TSPAN7 MDK RNASE4 TGFBR2 MTUS1 ALDH1A1 DPYSL3 FCGRT COL6A3 AMT IFI16 SPON1 AOC3 EGR3 PCOLCE C10orf10 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 SEPP1 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 ID2B UBXN1 GJA1 LAMB2 NAMPT RGS5 ITGB5 GPX3 DARC 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 WISP2 FBLN1 MFAP2 IER3 GNG11 SEMA3C TNFRSF13B TNFRSF10B CAV1 C7 IFIT1 TRAM2 CD151 F13A1 FXYD1 STAB1 PDLIM3 PVRL2 CPE CLEC2B FOS COL6A1 TPM2 NCALD COX7A1 CFHR1 IL6 C10orf116 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 CYR61 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 WRB CHST15 TRIB2 RHOBTB3 NID2 PLEC COL16A1 MFAP4 SGK1 NDN SERPINH1 PDZRN3 CD200 PGCP BIRC2 CRIP1 CACNB3 SLC39A6 TNXB GSTA4 LPCAT1 C1orf63 KCNMB1 SLC43A1 ST5 PKD1 HES1 GOLGA8A CDC42EP1 THY1 DHRS2 TCEAL4 TRO CCL15 C16orf45 ADIPOR2 CALU TFAP2B CHPF SEC11A ACTG2 NCAM1 ALDH1A2 DDX21 GFPT2 WDR7 GYG1 UGDH IFNGR1 SEPT10P1 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 PHF15 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.broadinstitute.org/gsea/msigdb/cards/MODULE_2 CNN3 LMO4 IGHM TNFAIP3 CFD RGS2 MYL9 GPC3 KIAA0430 EMP2 TSPAN7 RNASE4 TGFBR2 MTUS1 ALDH1A1 DPYSL3 FCGRT COL6A3 AOC3 PCOLCE C10orf10 COL3A1 GATM ACTN1 GPNMB VEGFA TM4SF1 AQP1 SLC2A3 TGM2 PECAM1 JUN ENPP2 MYLK ITGA7 COL15A1 SGCE AEBP1 ENG SEPP1 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 ID2B GJA1 LAMB2 RGS5 ITGB5 GPX3 DARC 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 C10orf116 HSPG2 CCND2 TGFBR3 CLEC3B WWTR1 SMTN G0S2 IGFBP3 NR4A1 APOE TSPYL2 IFI27 IGFBP6 ATF3 SNCG FBN1 CYR61 NR4A2 MAFF LDLR LAMB1 RHOB CXCL12 CRYAB NUPR1 SOD3 CCL2 MAOB JUNB CCND1 PDGFRL AKAP12 LTBP1 TNC EMP1 ITM2A C1S ABLIM1 WRB TRIB2 RHOBTB3 PLEC MFAP4 SERPINH1 CD200 BIRC2 CRIP1 SLC39A6 TNXB C1orf63 HES1 GOLGA8A THY1 TCEAL4 CCL15 C16orf45 ADIPOR2 CALU SEC11A ACTG2 NCAM1 DDX21 GYG1 UGDH IFNGR1 SEPT10P1 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 PLA2G16 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 HIST2H2BE 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 IGJ MMD ERBB3 QDPR VSNL1 NEFM GPR126 DLX4 MBP PPP1R1A TLE2 CSPG4 EPB41L2 SLC29A1 RNF167 TRIM2 MOAP1 MIA UGCG DYNLT3 MEGF9 MPZ S100B PDE8A SLC25A1 GAS7 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.broadinstitute.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 CYR61 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 GPR126 SLC29A1 UGCG SLC25A1 STMN1 TMX1 PLK1 KRT7 FEN1 LMNB1 PTTG1 SNRPB2 PIR KIF11 HIST1H4C RND3 PNP HPRT1 CDC25B H2AFX 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 KIAA0101 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 PTRF 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 TROVE2 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 TRB@ POLE3 PSMC4 TK1 SEC13 TOMM34 MBD4 HOMER3 FSTL1 AKAP2 EIF3I SHMT2 CALCRL LSM2 RALA SUZ12 EWSR1 ITGA5 UBE2M PLK3 PSMA3 CASP4 CYB5B PSMB7 EXTL2 BMP4 CLTC ACAT2 IARS2 ACTR2 APEX1 WDR45L 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.broadinstitute.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.broadinstitute.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 C10orf10 KRT19 COL3A1 CALD1 ACTN1 ZYX GPNMB C1QB VEGFA TM4SF1 AQP1 SLC2A3 TGM2 PECAM1 DAB2 ENPP2 MYLK ENG ITPR1 SEPP1 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 DARC DUSP6 CCL3 SRRM2 COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI SRGN PDGFRB TPM1 FGFR1 EMP3 NFIL3 RAB31 WISP2 FBLN1 IER3 GNG11 CAV1 C7 CD151 F13A1 STAB1 CLEC2B COL6A1 TPM2 COX7A1 IL6 C10orf116 HSPG2 QSOX1 RNASE1 LGMN TGFBR3 CLEC3B WWTR1 G0S2 NR4A1 APOE IFI27 IGFBP6 CYR61 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 SEPT10P1 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 IGJ RNF167 UGCG MEGF9 LAMA5 CYP4B1 KRT7 PNP THBS1 ANXA2 KRT18 GRN RAC2 CTSC ANXA3 PLAUR PPP4R1 AP1M1 PTRF SNRK DLC1 DNM2 APRT RAB5C PTX3 SLC39A7 ARHGDIB AKAP2 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 RARRES3 ITGA3 FCER1G TNFAIP2 CSF3R ID1 SERPINA1 ACP5 PGC VSIG4 CYP27A1 CD97 GPSM3 MUC1 FCGR3A FOLR1 ABCA3 LILRB3 F3 CLDN18 SLCO2B1 ALOX5AP AIF1 CD163 UPP1 CCR1 KAL1 TNFSF10 DEFA3 CD53 ITGB2 IL1RN HPGD IRF1 CYBB AQP3 WIF1 DPYD CHI3L2 CCL5 LMO2 AGR2 MNDA IL32 ITGAM NKG7 FCN1 IL1B APOC1 MSLN HOPX IL8 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.broadinstitute.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 C10orf10 KRT19 GATM ACTN1 ZYX GPNMB IGFBP2 VEGFA TM4SF1 AQP1 SLC2A3 TGM2 JUN MYLK ITGA7 SGCE AEBP1 ENG FOSB SEPP1 PER1 LUM CFH VWF COL6A2 PLA2G2A ANXA1 FLNA CITED2 AKR1C1 RARRES2 PRSS23 ITGA6 CRIM1 ECM2 SLPI MYH11 CNN1 IGHG3 FN1 DHRS3 ID2B UBXN1 LAMB2 ITGB5 GPX3 DARC 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 C10orf116 HSPG2 RNASE1 LGMN EPHX1 CLEC3B WWTR1 SMTN G0S2 IGFBP3 GAS1 NR4A1 TSPYL2 IFI27 IGFBP6 ATF3 CYR61 DBP MAFF LDLR RHOB CRYAB NUPR1 SOD3 CCL2 JUNB CCND1 LTBP1 TNC C1S FMOD SDC1 ABLIM1 PLEC MFAP4 SERPINH1 BIRC2 CRIP1 SLC39A6 TNXB GSTA4 C1orf63 KCNMB1 ST5 HES1 GOLGA8A CDC42EP1 CCL15 TFAP2B CHPF SEC11A ACTG2 WDR7 GYG1 UGDH SEPT10P1 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 IGJ ERBB3 GPR126 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 RARRES3 TNFAIP2 SERPINA1 VSIG4 MUC1 F3 TNFSF10 AQP3 CCL5 AGR2 MSLN IL8 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 GAGE2C CH25H MAT1A CRYM SOX9 DEFB1 TRA@ ALOX15 TP63 PPAP2C CD79A FGFR3 S100A2 CEACAM5 CD6 TRIM29 AZGP1 TRPM2 PI3 CYP2F1 FOXJ1 KLK11 FCGBP GAGE7 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.broadinstitute.org/gsea/msigdb/cards/MODULE_7 TFAP2B MAGI1 SNAP25 SOX10 CRABP1 THRA MPZ PPT2 TRIP13 LOX CCNF SLA GPSM3 HPGD HPR ALOX15 CD6 FCGBP GAGE7 SPINK2 CHST1 MYH2 TRIM16 DOK1 PLIN1 T REPS2 LPHN3 HOXD4 ASIP NRXN1 SP140 GIP SSX4 CYP2A6 AGXT SEMA7A OGG1 CYP2D6 DVL1 IL1RL1 ZNF143 SLC4A1 PVRL1 STATH CSTF2 B3GNT3 PIK3R2 VAV2 TJP1 CAPN3 PTH2R SCYL3 MPP3 POU6F1 ABCA1 SLC7A11 CBL PLXNA3 AHSG PIK3IP1 ARID1A PARP2 NAT8 MLLT1 ZBTB7A MEF2C WHSC2 REL PPP3CA ZBTB24 CD8A NDRG2 ISG20L2 FUT3 TBX1 PAX6 SYT5 ABCB9 PHKG1 HOXD13 CDK5R2 GNG4 ARFGAP3 ZP2 TCL1A DUS4L AGPS HIST1H3E ADRBK2 ALOX12 GNG7 BNIP1 AKAP7 POM121L9P KRT6A PIK3R3 ITIH1 REG1B RRH CD4 TNFRSF10D WASF2 DPYSL4 CTAG1B N4BP2L1 CEACAM4 TAGLN3 CHP CCL16 ELK3 FAM13A HTR7 RUNDC3A CYP27B1 ZC3H14 MLC1 NR0B2 MYCL1 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 D4S234E 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 KIAA1539 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.broadinstitute.org/gsea/msigdb/cards/MODULE_8 FILIP1L CNN3 RGS2 GPC3 KIAA0430 MDK ALDH1A1 KRT19 COL5A2 ACTN1 ZYX TM4SF1 PEG10 ENPP2 SGCE SEPP1 MYC EPS8 RARRES2 ITGA6 CRIM1 FN1 ID2B UBXN1 GJA1 ITGB5 DUSP6 DDX42 TGFBI TPM1 SOX4 FAT1 MFAP2 IER3 CAV1 CD151 APOE RBP1 CYR61 LDLR NUPR1 MAOB JUNB ORM2 DBN1 SDC1 WRB 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 HIST1H4C 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 KIAA0101 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 TROVE2 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 IL8 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 KIAA0020 ALB ADSL VIL1 NRIP1 HRSP12 GCH1 HMGCR PLCB1 AHCY PSPH ITPA PRKDC CKAP5 LAD1 AK2 HMGA2 AREG LRPPRC GCHFR IQGAP2 IPO5 ALDH4A1 APOA1 SC5DL ELOVL2 CXADR SP3 UBD MSH2 LSM7 NUP153 SDHB BAMBI ACBD3 F2 COX11 NHP2L1 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 C6orf108 SLC30A9 TSG101 RABGGTB SRSF7 CLN3 ETFA TNFAIP8 DCAF11 ASGR2 MTHFS TOR1AIP1 HIST1H2AL 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.broadinstitute.org/gsea/msigdb/cards/MODULE_9 SLC16A4 ACTN1 PER1 VWF DHRS3 ID2B LGMN HSPB2 VAMP5 STAR TSPAN8 BCAS1 TFPI HIST1H4C 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 C20orf152 VPS45 SYN1 NTRK3 CD99L2 TNNT1 KIAA1467 PRRG3 TRAPPC6A TBL3 CA4 KCNA4 HAS2 KIF3B HMHA1 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 CCDC72 TMEM40 TIRAP SCAPER N6AMT1 TEX14 CCHCR1 EDN2 ZNF195 HOOK1 HRAS DDA1 TERT BCAP29 DDX39B FEZ2 ZNF175 FAM189A2 CECR2 GLT8D2 TMEM231 TTI1 POPDC2 IL33 DNAJC10 PLAC2 DNAJC28 ZNF79 NCF2 OPHN1 SYNGAP1 TMEM30A ROBO1 CYP2A7P1 ZNF624 HSPA8 ZYG11B GINS3 SCARA3
MODULE_11 http://www.broadinstitute.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 SEPP1 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 WRB CHST15 SGK1 NDN CD200 CACNB3 SLC39A6 GSTA4 PKD1 TCEAL4 TRO C16orf45 TFAP2B NCAM1 GFPT2 WDR7 AHDC1 EFNA2 LDOC1 MAPRE2 RASSF2 SCHIP1 RGS1 L1CAM PLA2G16 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 HIST2H2BE 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 HIST1H4C PKIA CDH2 MYO10 GJB1 PRPF19 SNRK RGS4 KRT4 RAC3 EPAS1 UBE2D1 NRGN PRB4 LDB2 CACNA2D2 ST6GALNAC4 VCAN AQP4 DMBT1 SERPINA1 ABCA3 F3 KAL1 WIF1 LMO2 APOC1 HOPX CORO1A KLHDC3 LMO3 HPR NEBL COL9A3 CLDN10 ZIC2 SLC9A3R1 RHOD GAGE2C MAT1A CRYM SOX9 PPAP2C 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 KIAA1539 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 B3GNT1 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 MLL 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 GUCY1B3 POLR2J APC2 ATP2B2 MAP7 WASF3 SLC1A6 SLIT1 ELAC2 C21orf2 MXD4 CCBL1 CACNA1A DUSP8 EFNB3 SPTBN2 ZNF238 CBX6 CALB1 NOVA2 ST3GAL5 RBMS3 SCO2 C11orf9 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 NEURL TRIM9 RYR3 BIN1 DLG4 POMZP3 CTSF SLC1A3 SH3BGR KAT6B CELF2 TSPYL4 CDK18 ProSAPiP1 KRT86 EXD2 CSPG5 SCN1B ACSL6 PITPNB CEP135 RNF144A ABCC5 RUNX1T1 INPP1 GRIK5 RND1 RSBN1 CDH22 PRKCB STAT2 CORT AAK1 PTPRZ1 ODZ4 NAB2 NAP1L3 GBF1 MTMR9 KIF3A LARGE NFYC RHBDL1 BRD4 GFAP ATP2B1 BCL9 GABRG2 RREB1 PPP6R2 GLT25D2 RAB11B PDE8B SH3GL3 TMCC2 BCKDHA CUL9 BSN AP3M2 GNB5 KRT31 TCF7 RNF41 ADARB1 GDPD5 CEACAM3 KIF1B LHX2 OAZ2 REV3L CDH16 LPHN1 ETV5 TNF ARC GPA33 BZRAP1 IGSF3 HAP1 CYB561 GALC CARD10 EPB49
MODULE_12 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_12 CNN3 FBXL7 LMO4 TNFAIP3 COL1A1 MYL9 GPC3 KIAA0430 CD14 TSPAN7 MTUS1 DPYSL3 FCGRT COL6A3 PCOLCE C10orf10 COL3A1 GATM COL5A2 GSTM1 ZYX C1QB IGFBP2 VEGFA AQP1 SLC2A3 TGM2 PEG10 DAB2 ENPP2 MYLK ITGA7 COL15A1 SGCE AEBP1 ENG FOSB TYRO3 SEPP1 PDGFRA PER1 COL6A2 COL4A1 CDKN1C ALDH7A1 ANXA1 AKR1C1 EFS RARRES2 GNG12 ITGA6 CRIM1 ECM2 SLPI MYH11 SRPX THBS2 FN1 DHRS3 ID2B GJA1 LAMB2 NAMPT GPX3 DARC 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 CYR61 LDLR RHOB CRYAB NUPR1 CCL2 MAOB JUNB CCND1 TNC DBN1 ITM2A C1S SLC23A2 ABLIM1 WRB CHST15 TRIB2 RHOBTB3 PLEC COL16A1 SERPINH1 SLC39A6 GSTA4 HES1 GOLGA8A CDC42EP1 TCEAL4 TRO C16orf45 ADIPOR2 TFAP2B NCAM1 DDX21 GFPT2 WDR7 SEPT10P1 PEG3 AHDC1 PTPN13 LDOC1 PDLIM5 TSPAN3 MAPRE2 FOSL2 RASSF2 NR2F1 LHFPL2 DST AUTS2 GMPR VAMP5 POU2F3 SCHIP1 RGS1 L1CAM PLA2G16 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 HIST2H2BE 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 KAL1 DEFA3 APOC1 HOPX IL8 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 C11orf9 CNP ATP1B2 EDNRB FEZ1 GPM6A BIN1 SLC1A3 CDK18 KRT86 PTPRZ1 GFAP GLT25D2 SH3GL3 CYB561 ARHGEF6 ELN IFI44L REG1A COL11A1 RGS16 ISG15 DAAM2 FBN2 C1orf61 UGT8 HMOX2 SLC4A4 SRI ATP10B GNAI1 DIP2C KIAA0513
MODULE_13 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_13 COL1A1 PDGFRA SRPX GPX3 DARC MFAP2 IFIT1 DBN1 CHST15 TNXB ST5 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 NEURL KRT86 EXD2 SCN1B CEP135 GRIK5 CORT LARGE RHBDL1 RREB1 PPP6R2 GLT25D2 KRT31 TCF7 CEACAM3 CDH16 ARC GPA33 BZRAP1 HAP1 CARD10 REG1A FBN2 HMOX2 AKAP3 LILRA4 SLIT3 DRD3 DOK2 SAC3D1 SLC6A11 SLC29A2 ITGA2B WBSCR22 ACCN1 TPMT SIT1 STARD5 RGS9 VENTX RIBC2 HTRA2 CNOT4 AMELX TNP1 SPC25 HSPBP1 MCRS1 NTSR2 CSH2 MAGEA9 ALDOB CHIT1 ITGA10 NPM3 ZNF167 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 CCBP2 ACVRL1 GTSE1 ETV3 CD5L SEZ6L IVL TLE3 ENTPD2 CHST3 CRCP TRIM15 GYPB UCN NPAS1 ADAMTSL2 HIST1H2BO SPRR2C ESR1 FLT1 LRRC23 SLMO1 ACACA TNFRSF10C PRPH TMSB4Y PPP3CC SYNGR4 SLC2A1 RECQL5 ALPPL2 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 SPG20 VPS11 DPH2 IKBKG ADCYAP1 PCBP3 UNC119B SLC6A7 S100A5 GAGE1 WNT10B DEFA1 PAX7 TUB ZNF157 ALDOC GPR3 KRT2 TEX28 MYOG LY6E SAR1A TEX261 C6orf106 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 ADRBK1 FAM189B SIM2 TBCD PXN HTR6 SLC25A11 ZSCAN12 LSM4 CDK5R1 EFNB1 DPEP1 NRTN FHIT ANK1 TRAFD1 ARSE 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 C16orf7 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 EMR1 FANCG RAB8A FIG4 ADAM15 PPIF PLIN3 RAP1GAP TUBG1 SPEF1 PMF1 MYBPC1 MMP11 PTPN9 MTFR1 SIGMAR1 CLIP2 IQCB1 KCNH2 PSD4 ACIN1 PCNXL2 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.broadinstitute.org/gsea/msigdb/cards/MODULE_14 ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 IL8 T JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 FIGF FGF6
MODULE_15 http://www.broadinstitute.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 C1orf63 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 HIST2H2BE HLA-DMA HLA-DQA1 LPIN1 ARHGDIG FADS1 UBE2L6 STMN1 TMX1 PTTG1 SNRPB2 HIST1H4C PNP HPRT1 MEST CKS2 PSMA4 YWHAE ANPEP KRT18 ZWINT POLD2 MAPRE1 KIAA0101 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 TROVE2 COPS5 HNRNPA0 FDFT1 MRPL3 LSM3 ARHGDIB METAP1 RPA1 COPS2 DNMT1 TRB@ MBD4 SHMT2 EWSR1 PLK3 APEX1 GALNT1 RAC3 PPP4C CAD HSD17B10 PTP4A1 UBE2J1 RHOG TARBP2 GMFG SERPINB1 GLRX CXCL2 CD52 RARRES3 CSF3R GPSM3 AIF1 CD53 LMO2 IL1B APOC1 HOPX IL8 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 C21orf2 PRKACB PTK2B PITPNB BRD4 BCKDHA KRT31 GPA33 HAP1 ARHGEF6 HMOX2 ITGA2B HTRA2 PFKFB2 KCND3 CCBP2 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 HIST1H2BK ME2 FKBP5 S1PR4 ICAM3 SEPT6 PMAIP1 DARS 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 HIST1H2AC VAMP7 TIAF1 SMARCD2 P2RX1 SLC25A46 TRAF2 SFPQ SERTAD2 JARID2 LRBA MTA1 HHEX CD47 ZNF259 SEC22B MAP4K1 ITGA4 RNPEP EDC4 IMPA2 EIF5 TFDP2 ARL6IP5 NSMAF VRK1 STX10 PRIM1 DDX3X
MODULE_16 http://www.broadinstitute.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 HIST1H4C PNP HPRT1 H2AFX CKS2 PSMA4 UBE2C ANPEP TMEM106C TPX2 TRIP13 MYBL2 ZWINT CHAF1A MAD2L1 POLD2 RRM1 KIAA0101 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 IL8 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 GAGE2C TRA@ CSTA CHST1 ACR ALAS2 DKK4 MYL2 CD22 FZR1 AANAT PTPRU CPD ST3GAL4 TRIM16 LLGL2 DOK1 FAM107A NR1D1 TTLL12 KDM5C AQP5 AGPAT2 M6PR OGG1 DVL1 PVRL1 SLC7A11 AHSG ARID1A TBX1 HTR7 MLC1 HTR4 NRG2 SHBG OAS2 EXOSC2 CSNK2A1 SPN KIAA1539 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 NEURL CELF2 KRT86 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 CCBP2 GTSE1 GYPB SLMO1 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 ARSE 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 HIST1H2BK ME2 S1PR4 ICAM3 DARS CREG1 NMI HMGN4 TCF12 LAMP2 PKN1 RAP1A ZMIZ1 EIF2S3 PYGL PLCG2 RNASE2 CLDN9 FLT3 PTPRCAP PLEK WIZ VAMP7 JARID2 CD47 ZNF259 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 IL14 NFKBIB
MODULE_17 http://www.broadinstitute.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 WRB 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 HIST2H2BE BLVRB FADS1 MSMO1 UBE2L6 SLC29A1 UGCG STMN1 TMX1 PLK1 FEN1 PTTG1 SNRPB2 PNP HPRT1 H2AFX CCNB2 CKS2 UCK2 IGF2BP3 PSMA4 KRT18 TPX2 TRIP13 ZWINT CHAF1A CCNB1 POLD2 MAPRE1 FDPS CDK1 KIAA0101 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 GAGE2C CYP2F1 GAGE7 ST6GAL1 HOXB2 ECI1 FKBP8 KDM5C CSNK2A1 NUDT1 ARL4A ARID3A PIM2 RFC4 PSPHP1 ASNS TTK SORD ACSL3 WEE1 RPA3 SRPK1 PIGC HRSP12 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 GLT25D2 ISG15 CSH2 GATA1 DPH2 DDX11 PPP2R5D ORC1 RGS10 MYB HIST1H2BK DARS NMI HMGN4 TCF12 GATA2 EIF2S3 SF3A1 PYGL HIST1H2AC VAMP7 SLC25A46 MTA1 HHEX RNPEP EIF5 VRK1 PRIM1 PRAME HMMR PKMYT1 RRP9 SNRPA1 SMS NPC1 BLMH HSPB11 CDC45 RNASEH2A HIST1H1C KIF14 KIF2C EZH2 TMEM158 GART MAGEA3 GAGE3 ZNF451 PYCR1 NMU MAGEA2 C19orf6 ITGB3BP CD3D ZBTB5 IL27RA CRYZ SF3A3 GNL2 DHX30 RTCD1 PRSS3 RBM42 C5orf15 KIAA0907 POLRMT CIAO1 CCT4 HIST1H2BL BCL2L1 RARS HMGCS1 GFPT1 MRPS12 HIC2 ZNHIT3 INPPL1 IGBP1 CDK16 SNW1 TCAP SMC1A PPP2R2A SKIV2L2 DDHD2 MRPS27 PRPF40A HIST1H2BJ AHCYL1 NUP93 CDC34 SF3A2 SRPR LSM14A BMS1 MARCH6 RANGAP1 EXOSC8
MODULE_18 http://www.broadinstitute.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 GPR126 TRIM2 DYNLT3 CYP4B1 PPT2 SYNM STMN1 TMX1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 PIR KIF11 HIST1H4C RND3 HPRT1 H2AFX NQO1 CKS2 UCK2 IGF2BP3 PSMA4 PLOD2 UBE2C YWHAE ANPEP ANXA2 MMP1 KRT18 TMEM106C TPX2 TRIP13 ZWINT CHAF1A CCNB1 MAD2L1 MAPRE1 DLGAP5 FDPS CDK1 RRM1 KIAA0101 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 TROVE2 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 WDR45L ZKSCAN3 KRT4 MCM7 APOBEC3B RAC3 EPAS1 CAD GMFB PTP4A1 PRB4 ST6GALNAC4 ITGA3 VSIG4 IL8 CXCL1 CST7 LAIR1 SNX1 CDA MAP2K3 COL9A3 BMP1 ZIC2 TNFRSF25 GAGE2C 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 NEURL KRT86 PITPNB TCF7 ETV5 TNF GPA33 IGSF3 HAP1 CARD10 ITGA2B RIBC2 HTRA2 AMELX MCRS1 NTSR2 PFKFB2 ODF1 SLC5A2 TBX19 KCND3 CCBP2 GTSE1 CHST3 GYPB NPAS1 SLMO1 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 HIST1H2BK HMGN4 TCF12 LAMP2 RAP1A EIF2S3 CLDN9 WIZ JARID2 ZNF259 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.broadinstitute.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 SEPP1 PDGFRA PER1 LUM COL6A2 COL4A1 CDKN1C TBC1D2B ALDH7A1 CITED2 AKR1C1 RARRES2 IL1R1 GNG12 FSTL3 ECM2 MYH11 SRPX IGHG3 ID2B GJA1 LAMB2 RGS5 ITGB5 GPX3 AOX1 SRRM2 BCL6 COL1A2 IGFBP4 GADD45G PDGFRB TPM1 EMP3 RAB31 MXRA5 DDR2 TNFRSF10B C7 IFIT1 STAB1 PVRL2 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 WRB TRIB2 SGK1 NDN SERPINH1 BIRC2 TNXB GSTA4 C1orf63 ST5 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 PHF15 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 GAGE2C ALOX15 EGFR CHRNB1 NME3 DHRS1 AANAT ST3GAL4 HAGH NR1D1 PLIN1 TTLL12 HLF AGPAT2 MEF2C ABCD3 SORD PTS HRSP12 IQGAP2 SC5DL 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 NOV ABCB1 SEPT4 INHA PCCA DCAF8 PAPSS2 SPTBN1 DLG5 NPTX2 HYI AGTR1 TST ALDH6A1 NR5A1 GPD1L HOXA5 MAN2A1
MODULE_20 http://www.broadinstitute.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 KIAA0195 FBXO46 RING1 DAPK1 SLC14A2 VPS72 NFIC GH2
MODULE_21 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_21 HPRT1 PAICS GMPS TYMS APRT ADA UMPS GART ADK IMPDH2
MODULE_22 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_22 SLC39A6 ATP6V0A1 NDUFS2 NDUFA9 NDUFS6 NDUFB7 NDUFB1 NDUFV2 NDUFV1 ATP5A1 NDUFS3 NDUFS8 NDUFA4 ATP5E NDUFS4 ATP5D ATP6V1G1 ATP5I ATP5G3 ATP5J ATP6V0D1 ATP6V0E1 NDUFAB1 ATP6V0B ATP5J2 NDUFS5 NDUFA1 ATP6V0C ATP5O ATP5H NDUFB3 ATP6AP1 NDUFB8 NDUFA2 NDUFB5 ATP2C1 NDUFB10 NDUFA3 ATP5G1 NDUFA7 NDUFA5 ATP5G2 NDUFA6 NDUFC1 CCS
MODULE_23 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_23 FBXL7 IGHM COL1A1 MYL9 CD14 RNASE4 ALDH1A1 FCGRT AMT PCOLCE GATM GSTM1 C1QB IGFBP2 VEGFA TGM2 AEBP1 ENG SEPP1 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 PVRL2 COL6A1 CFHR1 C10orf116 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 RARRES3 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 GAGE2C MAT1A DEFB1 TRA@ 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 T CYP2A6 AGXT OGG1 CYP2D6 SLC7A11 AHSG ARID1A NAT8 MEF2C HIST1H3E 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 HRSP12 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 C21orf2 RBMS3 SCO2 FEV CELSR3 NEURL CTSF KRT86 EXD2 RUNX1T1 STAT2 RHBDL1 BRD4 PPP6R2 BCKDHA BSN KRT31 TCF7 CDH16 TNF ARC HAP1 ELN ISG15 HMOX2 ATP10B SAC3D1 SLC6A11 ACCN1 STARD5 RIBC2 AMELX NTSR2 ALDOB ITGA10 ZNF167 PFKFB2 PROC ODF1 SLC5A2 AVPR1B SLC13A2 TBX19 LBP KCND3 SERPINA4 ATP4A IVD SEZ6L ENTPD2 GYPB UCN SPRR2C ESR1 SLMO1 SLC2A1 XDH POU4F1 TM4SF5 FDXR F7 IKBKG PAX7 C6orf106 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 HIST1H2BK S1PR4 ICAM3 PLCG2 CLDN9 TYR KCNQ3 ATF5 LRP3 CYP4F12 HTR3A SBNO2 IL14 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.broadinstitute.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 SEPP1 PDGFRA CFH COL6A2 PLA2G2A COL4A1 PPP4R2 TBC1D2B CITED2 AKR1C1 RARRES2 IL1R1 SLPI SRPX FN1 DHRS3 ID2B UBXN1 LAMB2 ITGB5 GPX3 DARC LRP1 SRRM2 COL1A2 IGFBP4 TGFBI SRGN GADD45G NFIL3 MFAP2 IER3 TNFRSF10B IFIT1 FXYD1 STAB1 PVRL2 COL6A1 CFHR1 HSPG2 LGMN SERPINE1 EPHX1 CLEC3B IGFBP3 APOE RBP1 PNRC1 DLK1 CYR61 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 HIST1H4C PNP CKS2 UBE2C ANPEP KRT18 TMEM106C KIAA0101 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 KIAA1539 PRG2 PTPRD PIM2 ITIH4 ETFB GC SERPINA6 FGB SORD APOH AMBP TM4SF4 AGT APOB ALB HRSP12 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 C21orf2 RBMS3 SCO2 ATP1B2 PSG7 NEURL KRT86 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 HIST1H2BK 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 KIAA0664 NXPH4 GYPA ACSL4 SETD1B MOK
MODULE_25 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_25 NDUFS2 NDUFS6 NDUFV2 NDUFV1 NDUFS3 NDUFS8 NDUFS4 NDUFS5 NDUFB3 NDUFB8 NDUFB5 NDUFC1 UQCRB
MODULE_26 http://www.broadinstitute.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 KBTBD10 MED8 DLGAP2 PPP1R17 ACTR3B UBE2T CDHR2 TSKU PBRM1 KIAA1210 CARD18 ACPT GDA GAL3ST3 FAIM2 TFB1M CFL2 FA2H C12orf11 SEZ6L2 ZKSCAN5 PVRL1 KLHL20 OGDHL ATG4D ST6GALNAC5 PANK1 GDAP1L1 GPRC5D DNAJC27 ATPAF2 C6orf168 HOXC10 EPB41L4A SLC4A5 RANBP17 FLRT3 CENPJ MTHFD1L ACTN2 SNTG2 TRIT1 IFT57 DPEP2 APBB1IP NRIP3 LINGO1 SPG11 FAM91A2 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 FAM158A GOSR1 CD93 MZB1 LGI2 TMCO7 THOC2 FBXO34 VAPB TRPM1 ADCK2 TRIM5 CPNE4 TMEM163 HEBP1 C21orf37 CSGALNACT2 TMEM144 ERVH48-1 ERO1LB DNAJC14 HINFP ZHX2 VDAC3 CLOCK MRPL36 DOPEY2 NSFL1C FAHD2A STRA6 KIAA1045 GCFC1 RBFOX2 DHX58 NLN PPDPF ANKRD13A C20orf4 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 CCDC94 GDF2 FBXL4 SLC7A10 NOSIP DSE VPS36
MODULE_27 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_27 CD14 FCGRT PDGFRA IL1R1 AR ITGB5 DARC 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 PPAP2C 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 EMR1 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 HSAJ2425 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 BAI2 ERBB4 LPHN2 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.broadinstitute.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.broadinstitute.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.broadinstitute.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 TROVE2 RAB5C HNRNPA0 MRPL3 RPA1 SRP54 MBD4 EIF3I RALA EWSR1 APEX1 RBMS1 ARFIP2 CSTF2 POLA1 NUDT1 RPA3 SLBP NHP2L1 SNRPD3 SRSF7 DDX39B SCG5 CBX6 CELF2 SEPT6 EIF2S3 SF3A1 SFPQ EIF5 SNRPA1 NCBP2 RNASEH2A SF3A3 GNL2 DHX30 RTCD1 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 CARS 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 TCEB1 RPL15 SNRPG RPL21 ARF4 RRAGA GNAS RPL18A RPL38 RPS11 EIF4H RBMX RBM5 TUBB3 RPL7 XRCC6 SNRPD2 KARS HNRNPR EEF1B2 TUBA3C RPN1 RAP1B XRCC5 MSI1 NARS HNRNPA2B1 CIRBP FUS TUFM RPL11 EIF4A2 SSB PABPC4 EIF3H RPL3 TCEB2 HNRNPC ILF2 RAB14 ACTL6A GTPBP6 HNRNPF EIF3J RPL24 EIF3C ZFP36 SRSF9 SNRPA ARF5 EIF5A MRPL23 SEPT2 SMARCC1 POLR2G SRSF10 RPL32 RAD23A EIF4EBP2 SRP14 RPL37 GNAI2 U2AF1 RPL26 CSDA HDLBP TUBB4B EIF3D CBX4 RPL22 FUBP1 AARS 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 NUPL2 RAB2A AIMP1 CHD4 SFSWAP
MODULE_33 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_33 CFD MYL9 TSPAN7 PCOLCE CALD1 CHGA ENPP2 SEPP1 PDGFRA VWF IL1R1 ITGA6 SLPI GJA1 LRP1 BCL6 FAT1 MFAP2 C7 IFIT1 STAB1 CLEC2B COL6A1 TPM2 COX7A1 CFHR1 C10orf116 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 MLL SPOCK1 APBA2 FOXO4 GUCY1B3 MAP7 SLC1A6 CCBL1 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 HIST1H2AC 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 CTSL1 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 ATP5S ME3 TMEFF1 RGS3 CACNG1 NGF CD9 PTMS WT1-AS SERPINA7 TP53I11 CTSH CAMP ART3 ABCA4 KIAA0141 TNFRSF1A CD36 ASS1 FYB PBX2 MAPK11 TGM3 NEB TEAD4 CLC RUNX1 TCEA2 MEF2BNB-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 C15orf31 CCL23 TK2 SGCA KIAA0196 ATF2 LPCAT3 NF2 ZBTB48 LEPREL4 HOXA4 NKX3-1 FAAH TESK1 PAFAH1B3 PLCB3 MARCKS
MODULE_35 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_35 CARS KARS NARS AARS SARS YARS QARS GARS IARS HARS EPRS HARS2 KHSRP LIG1 VARS LARS2
MODULE_36 http://www.broadinstitute.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 MEF2BNB-MEF2B RBBP6 ADNP2 TTC37 ATP5L SLC27A2 ZNF821 BCAR3 ZNF189 COG5 TSN SLC25A12 CASP9 USP2 MBD1 EXOSC10 TEP1 GUCA2B SNRNP40 TCFL5 FAM115A FPGT CDKN1B NCOA2 PPM1B RBM12 MED1 CENPC1 PVRL3 GUCY2D KRR1 ZNF193 DYNC2LI1 PRH1 AGA UCHL3 RAB3GAP2 ZNF646 SPIB LPIN2 ITGB1BP1 ORC5 AGGF1 ATP6V1C1 TP53TG1 CTBS PEX2 GTF2B DLAT MTMR11 PIAS3 NINL NFYA CBY1 SURF2 KIAA0922 ISCA1 EED RNF114 CREBL2 PPM1A PIBF1 ACVR2A BRD1 ALKBH1 TTLL4 SMA4 POLR3C UPF2 ANP32E STX8 BARD1 CLP1 CDS2 PER2 CRABP2 SRSF3 PDE4D AMY2B NIPBL HIST1H1D 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 ATP5F1 ARF6 PLXNC1 SPEN NUP88
MODULE_37 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_37 COL6A3 KRT19 GSTM1 SELE PPP4R2 CITED2 GJA1 ITGB5 DARC 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 RARRES3 GPSM3 DPYD ITGAM IL8 LAIR1 FGFR3 EGFR CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 ZBTB7A CD8A NDRG2 HOXD13 CYP2A7 GGA2 DDX17 ELOVL2 SLC11A2 TMEM97 TFAP4 HMHA1 SCARA3 BAIAP3 DCX DCLK1 ELMO1 CDH4 CELF2 CDH22 PTPRZ1 CUL9 REV3L LILRA4 ZNF167 S100A5 MYEF2 CYP2C9 IRF5 SDC3 CSF1 MXRA8 SF3A1 TP53 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HYAL2 FURIN ENPP1 GSTZ1 RXRA SCD KIAA0664 NXPH4 KBTBD10 ATG4D ACTR6 CSGALNACT2 TMEM144 MRPL36 ANKRD13A IL18R1 NPY1R FPR2 MST1R EPHA7 RARG RNASEL PTPRF SLC9A6 EEF1D TCEB2 TUBA4A RALB SLC19A1 NGF CD9 ART3 RFC2 DYNC2LI1 BARD1 PDE4D PHF3 DHRS12 AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 MAP4 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P HNRNPU LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIO3 DIRAS2 ADCK3 PTGS2 MTTP KIAA1524 CMTM6 ESPN PTPRT BPTF POLDIP3 C2orf43 GALNT3 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 COBRA1 NUPL1 PDCD6 CTSZ NXF1 YWHAB SENP1 PCSK5 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 SH3BP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 GREB1 FAM40B MED25 FAF1 BRAP PCGF1 GLT8D1 WRNIP1 PPIL2 CCDC90B KDELC1 TRIM7 ZNF638 ZMAT4 SOX21 MMP14 ANKRD1 CCNH NCRNA00159 C7orf42 UTP11L LMO7 C19orf73 ALDOA HS1BP3 MBD5 CPNE1 PTPLA DHODH EPS15L1 SLC17A8 BSDC1 MED14 PDCD2L LHPP SLC26A8 NMT1 MAGEL2 MICALL1 ZFP41 TNFRSF13C PRDM1 RARB LRRC4C CYP2B7P1 PITPNC1 LOC79999 FMN1 SPAG9 SFT2D3 C5orf20 REPIN1 FAR2 HOXC4 MAP1S EDN1 CENPK ZNF202 CEP55 NACAD CAPRIN1 MYH1 IGKC GSTM4 POU6F2 KLF13 C4orf21 CCDC48 ACSBG1 CDH13 KIAA1522 NOL7 RHPN1 PAPOLA BMX METTL22 ZMYM6 HSD17B12 GATA3 PDCD5 BHMT2 FLJ13224 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.broadinstitute.org/gsea/msigdb/cards/MODULE_38 SLC16A3 WFS1 CNN3 RRAD TNFAIP3 CFD COL1A1 MYL9 GPC3 KIAA0430 CD14 EMP2 FCGRT COL6A3 PCOLCE C10orf10 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 PVRL2 COL6A1 TPM2 HSPG2 QSOX1 RNASE1 LGMN SERPINE1 TGFBR3 CLEC3B IGFBP3 GAS1 APOE RBP1 IFI27 ATF3 DLK1 CYR61 MAFF RHOB CRYAB SOD3 JUNB CCND1 TIMP2 LTBP1 IGF1 SLC23A2 SDC1 RHOBTB3 PLEC MFAP4 SERPINH1 CRIP1 TNXB LPCAT1 ST5 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 HIST2H2BE S100A8 MGLL PTGDS MAOA FBLN2 CLDN5 APOD ATP6V0A1 ECHS1 ITGB4 CYB5R1 BLVRB TLE1 TNFRSF1B DNAJB2 DTX4 ERBB3 GPR126 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 CD97 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 TRA@ 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 KIAA1539 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 NEURL POMZP3 KRT86 SCN1B RUNX1T1 AAK1 NFYC BRD4 PPP6R2 TCF7 CEACAM3 ETV5 TNF GPA33 IGSF3 HAP1 EPB49 ELN FBN2 HMOX2 KIAA0513 AMELX NTSR2 ITGA10 ZNF167 PFKFB2 ODF1 SLC5A2 ETV3 FLT1 SLMO1 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 HIST1H2BK MPP1 GATA2 SMARCD2 EDC4 IMPA2 PKMYT1 ADRA1D CRYAA CCNE1 IL14 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 ANXA8L2 PLEKHO2 ABP1 HSD17B1 PLCB2 CGB HOXB3 FOXD1 PPARD LHB PKP3 GJA4 FCGR2B TFAP2C ALDH3B2 SMYD5 RAB4B RHOBTB1 ECE1 AMOT TOB2 ADCY3 ARL4C KIAA0182 PDGFB RAB11FIP5 TEAD3 TOM1
MODULE_39 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_39 AP1S2 LRP8 HPCAL1 AP2S1 HPCA AP3S1 AP2A1 SEC24D SEC31A ARCN1
MODULE_40 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_41 COL1A1 PDGFRA PER1 DARC 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 GAGE7 GPX2 SPINK2 KCTD17 CHRNB1 CHST1 ACR MYH2 ALAS2 DKK4 CD22 FZR1 AANAT PTPRU TRIM16 PLIN1 AQP5 T REPS2 LPHN3 HOXD4 ASIP NRXN1 SP140 GIP SSX4 CYP2A6 AGXT SEMA7A OGG1 CYP2D6 DVL1 IL1RL1 ZNF143 SLC4A1 PVRL1 STATH CSTF2 B3GNT3 VAV2 TJP1 CAPN3 PTH2R SCYL3 MPP3 POU6F1 ABCA1 SLC7A11 CBL PLXNA3 PIK3IP1 ARID1A PARP2 NAT8 MLLT1 ZBTB7A MEF2C WHSC2 PPP3CA ZBTB24 CD8A NDRG2 ISG20L2 FUT3 TBX1 PAX6 SYT5 ABCB9 PHKG1 HOXD13 CDK5R2 GNG4 ARFGAP3 ZP2 TCL1A DUS4L HIST1H3E ADRBK2 ALOX12 GNG7 BNIP1 AKAP7 POM121L9P KRT6A ITIH1 REG1B RRH CD4 TNFRSF10D WASF2 DPYSL4 CTAG1B N4BP2L1 CEACAM4 TAGLN3 CHP CCL16 ELK3 FAM13A HTR7 RUNDC3A CYP27B1 ZC3H14 MLC1 NR0B2 MYCL1 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 D4S234E 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 KIAA1539 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 NEURL DLG4 KRT86 EXD2 SCN1B CEP135 GRIK5 CORT AAK1 RHBDL1 BRD4 RREB1 PPP6R2 GLT25D2 CEACAM3 CDH16 LPHN1 GPA33 HAP1 CARD10 EPB49 REG1A HMOX2 AKAP3 LILRA4 SLIT3 DRD3 DOK2 SAC3D1 SLC6A11 SLC29A2 ITGA2B WBSCR22 ACCN1 TPMT SIT1 STARD5 RGS9 VENTX RIBC2 HTRA2 CNOT4 AMELX TNP1 SPC25 HSPBP1 MCRS1 NTSR2 CSH2 MAGEA9 ALDOB CHIT1 ITGA10 NPM3 ZNF167 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 CCBP2 GTSE1 ETV3 CD5L SEZ6L IVL TLE3 ENTPD2 CHST3 CRCP TRIM15 GYPB UCN NPAS1 ADAMTSL2 HIST1H2BO SPRR2C ESR1 FLT1 SLMO1 ACACA TNFRSF10C PRPH TMSB4Y PPP3CC SYNGR4 SLC2A1 RECQL5 ALPPL2 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 SPG20 VPS11 DPH2 IKBKG ADCYAP1 PCBP3 UNC119B SLC6A7 S100A5 GAGE1 WNT10B DEFA1 PAX7 TUB ZNF157 ALDOC GPR3 KRT2 TEX28 MYOG SAR1A TEX261 C6orf106 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 ACCN3 CCDC9 PNOC TNFRSF21 LCE2B SCGN KCNN1 RAP2C GPR17 MID1 ADRA2C RECQL4 OVOL2 ENPP4 P2RX5 CEBPA TOP3B P2RY11 PIGQ MYOM1
MODULE_42 http://www.broadinstitute.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.broadinstitute.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 ATP5G3 ATP5J 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 PKM2 COX7C COX6C PGAM1 CYP11B2 NQO2 CYCS UCP1 UQCRFS1 ACADL SLC25A3 CYBA SDHC DHCR24 CYB5R3 UQCR11 ETFDH FDX1 CYC1 COX6B1 TXN2
MODULE_44 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_44 SYNE1 LMO4 IGHM TNFAIP3 CFD KIAA0430 PLSCR1 CD14 TSPAN7 TGFBR2 MTUS1 FCGRT COL6A3 IFI16 KRT19 ACTN1 ZYX GPNMB C1QB IGFBP2 AQP1 TGM2 PECAM1 DAB2 ENG ITPR1 SEPP1 PER1 COL6A2 COL4A1 TBC1D2B IL1R1 ITGA6 CRIM1 SLPI SRPX IGHG3 FN1 DHRS3 UBXN1 GPX3 DARC 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 PHF15 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 IGJ RNF167 UGCG CYP4B1 TMX1 KRT18 GRN RAC2 CTSC GJB1 CDV3 PRPF19 CCND3 DNM2 ABCF1 RAB5C ARHGDIB METAP1 TRB@ FSTL1 CASP4 KRT4 RHOG CCL18 STAT1 IL4R MMP9 IL7R C2 PPL GMFG S100A9 TAP1 SLA CD52 MRC1 RARRES3 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 TRA@ 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 HMHA1 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 HIST1H2BK FKBP5 ICAM3 SEPT6 CREG1 EVI2B TRANK1 CLDN9 PTPRCAP FAM53B SBNO2 CD3D IL27RA TCAP LEF1 ENPP1 CD3E BCL2 CD2 CD247 P2RY10 CD27 MSI1 RHOH ETS1 LTB FYB 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 FAIM3 STAT5A
MODULE_45 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_45 SLC16A3 CD55 SYNE1 LMO4 IGHM TNFAIP3 CFD RGS2 KIAA0430 PLSCR1 CD14 TGFBR2 FCGRT IFI16 PCOLCE ACTN1 ZYX SLC2A3 PECAM1 PDGFRA PPP4R2 TBC1D2B ANXA1 FLNA EFS ITGA6 SLPI IGHG3 ID2B 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 HIST2H2BE HLA-DMA S100A8 CYP1B1 HSPA6 THRA ARHGDIG ASAH1 TNFRSF1B FADS1 UBE2L6 TBC1D9 IGJ MMD DLX4 CSPG4 MEGF9 CYP4B1 STMN1 ANPEP GRN RAC2 CTSC CCNF GJB1 FST ELF4 AP1M1 SEMA6C SNRK COL2A1 DNM2 PPP5C RAB5C UBN1 ARHGDIB METAP1 TRB@ 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 RARRES3 FCER1G TNFAIP2 CSF3R SERPINA1 VSIG4 CD97 GPSM3 MUC1 FCGR3A LILRB3 ALOX5AP AIF1 CCR1 TNFSF10 DEFA3 CD53 ITGB2 IL1RN IRF1 CYBB AQP3 DPYD CCL5 LMO2 MNDA IL32 ITGAM NKG7 FCN1 IL1B IL8 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 TRA@ 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 KIAA1539 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 NEURL CELF2 KRT86 CEP135 PRKCB STAT2 CORT NFYC BCKDHA KRT31 TCF7 CEACAM3 TNF ARC GPA33 HAP1 CARD10 ARHGEF6 ELN FBN2 HMOX2 KIAA0513 DOK2 ITGA2B ACCN1 HTRA2 AMELX MCRS1 NTSR2 ITGA10 ZNF167 KCNA5 PFKFB2 ODF1 ZBED4 ECE2 SLC5A2 SLC13A2 LRIT1 CLCNKA SLC6A6 TBX19 KCND3 ATP4A IVD CCBP2 ENTPD2 GYPB SLMO1 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 HIST1H2BK S1PR4 ICAM3 MPP1 NMI EVI2B LAMP2 PKN1 ZMIZ1 TRANK1 PYGL PLCG2 ITGB7 RNASE2 CLDN9 FLT3 PTPRCAP PLEK TBXAS1 HIST1H2AC 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 FYB 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 FAIM3 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.broadinstitute.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 CYR61 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 IL8 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 FYB CLC ZFP36L2 BPI C15orf31 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 KLRAP1 TNFSF14 VIP IL17A SERPINF1 CXCL6 CD1B GRAP2 IFNGR2 ENTPD1 AFP HTN3 CEBPB
MODULE_47 http://www.broadinstitute.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 SEPP1 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 PTRF F2R FLII LRRC32 LDB2 TEK POSTN VCAN BMP1 PPAP2C 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 CTGF PHLDB1 ADAMTS1 ALPK2 BGN HTRA1 MCAM NBL1 WDTC1 COLEC12 FYTTD1 PLTP NRN1 DKK3 PRELP CD99 EHF PMP22 PMEPA1 TCEB3 BAALC LGALS1 EML1 IGFBP7 PAMR1 RPS6KC1 PLOD1 H19 CRISPLD2 COL12A1 JAM3 FAP PALLD ISLR IGFLR1 VIM INHBA MEG3 CTSE PSG5 S1PR1 ID3 MAP1B ODZ2 GJB2 CKAP4 KCNK2 KDELR3 SIRT3 THSD7A CNN2 ZNF521 ST7L LMCD1 EGLN3 PRR16 MRC2 TM7SF3 PKIB DFNA5 NDUFAF3 DMRT2 PLAGL1 PPIC TCF4 VGLL4 VAV3 COPE NAA11 SPANXA1 SH3BP4 FGF12
MODULE_48 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_48 SLC16A4 EMP2 ACTN1 PER1 VWF DHRS3 ID2B LGMN HSPB2 VAMP5 STAR TSPAN8 BCAS1 TFPI USP6 HIST1H4C 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 C20orf152 VPS45 SYN1 NTRK3 CD99L2 TNNT1 KIAA1467 PRRG3 TRAPPC6A TBL3 CA4 KCNA4 HAS2 KIF3B HMHA1 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 CCDC72 TMEM40 TIRAP SCAPER N6AMT1 TEX14 CCHCR1 EDN2 ZNF195 HOOK1 HRAS DDA1 TERT BCAP29 DDX39B FEZ2 ZNF175 FAM189A2 CECR2 GLT8D2 TMEM231 TTI1 POPDC2 IL33 DNAJC10 PLAC2 DNAJC28 ZNF79 NCF2 OPHN1 SYNGAP1 TMEM30A ROBO1 CYP2A7P1 PRKACB CELSR3 BICD1 BSN HTRA2 DSG1 WNT10B IL14 CCS SYNPO2L GALNT13 EPB41L4A FOXF2 ARMCX5 C21orf37 ERO1LB 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 C8orf4 TXNIP SPO11 GCM2 GNGT2 TLL2 GTF3C4 LOC84856 ADAMTS5 XKR4 SYT4 RGS8 COBL WDR75 OTX2 PCDHB15 ADAMTSL1 ACE2 SLC22A2 INVS KLK4 BSCL2 KLHL3 COL20A1 NUSAP1 SPDEF C9orf9 ANKZF1 ADPRHL1 ZNF777 C8orf34 GPRC5C MUCL1 CAPNS2 DPM3 SMPD2 ACYP2 C11orf30 KLHL25 NOX4 DIS3 GPR35 OTOF GRP HCG4 NLRP12 AJAP1 ZNF462 OAS3 MCPH1 PGLYRP4 DKFZP586B0319 FASTKD1 STX1B FAM64A MED15 TMEM200A LRRC8D CDKN2B PPFIA2 C22orf31 SOHLH2 SGSH CPA6 PRSS3 MYBPH FAM199X C7orf58 ROBO4 FAM135B PDE5A ERMN BEST3 ASB12 DMXL2 TRPA1 FAM19A5 RBM15 SNURF ITIH5 TOX2 ICOS GPC4 PBK GALNTL2 KCNV1 S1PR5 SLC22A8 GRIP2 PURG CELA2A GTF3C1 ANO3 EPS8L3 PPP1R13B CSMD3 C11orf74 TSHB DDN LPPR4 ITLN2 TOR2A GPR172B AKAP4 FLJ21272 HBXIP POLE2 PGAP3 ADARB2 ZNF343 MEGF11 PCNP HMGA1 FAM55D 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 SUV420H2 RAB27A TTN HMBS GABRA2 BPESC1 C20orf20 REM2 PRR5L KIAA1324 ALKBH3
MODULE_49 http://www.broadinstitute.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 DOPEY2 TXNDC17 SLC7A10 FRZB CXCR5 P2RX3 HCRTR2 SLC16A5 EEF1D RPL18A EIF3H MEF2BNB-MEF2B FTH1 ZNF821 DYNC2LI1 SNTA1 KAT2B KCNE4 C1orf20 OTOR TNFSF4 TDP1 CPNE1 HOXC4 CCDC48 PCDHB7 ENPP4 FAIM3 GNLY IFFO1 SLC25A28 GNGT2 ACE2 MCPH1 GTF3C1 DDN TOR2A PRR5L KIAA1324 CCDC135 THAP10 C3orf55 SPZ1 POF1B RP2 ANKRD27 FLNC CCL26 KLHL32 CCDC65 RIPK4 RAD21 UPB1 OSTC FDX1L TAF4B DSCAM KLRG1 KCNS2 ACBD6 CNDP1 ADAT3 GGPS1 PSD2 SCGB3A2 STK32B RAB7B KIAA1107 BCAS4 SLC35A5 RTTN ADAMTS12 SYT13 STK38L CACNB4 DUSP13 C2CD3 MYCBPAP PRR7 ZNF343 KCNN3 CLYBL HIST2H4A HS3ST2 HDAC9 NXT2 GPN2 DNAI1 SAG CTPS2 ATP2B3 EFCAB1 CTRB1 ARHGAP28 MCF2L2 TMEM216 TOMM22 KLK2 SLC12A5 GIGYF2 GMIP AHCTF1 TGM4 TMEM132B NEIL3 SNAP47 DKFZP564C196 CCDC99 CPEB1 TAC3 C1orf105 FAM134A ORC4 PGAP2 FRAS1 HIST1H2BF CORO2B C1orf124 ITGB1BP2 TDRD7 GNA14 ZNF256 RLN2 RASGRP4 GBP5 C20orf29 ZNF668 OTP C22orf23 MBD2 EPB41L1 EXOC5 ZNF282 ANKMY1 NXPH2 ST3GAL3 WNT1 SNAI1 TRAPPC1 SLC12A8 LINC00328 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 C20orf7 TICAM1 NLGN1 NHLH1 NAGK COPS7B MIOS ZFYVE1 ATP9B MOV10L1 SMCP ADAM11 TINAG CAPS2 ACSM5 MYBBP1A ABI3BP AKAP9 SSU72 GSTTP1 GPATCH1 GATAD2A DGCR9 WNK3 KCNMB3P1 DMRT3 SH3YL1 TLE6 FBXO42 DEFB127 PLXNA1 ZNF423 NLRP1 C16orf48 PDP1 FOSL2 DNAH5 C20orf141 NAA40 NPDC1 SH3RF1 LRRN2 TTLL2 KIAA1683 TAS1R1 BBS1 CCDC101 MARCH4 KLHL24 OBFC2A MKKS REXO1 COX8A ZNF845 PARP10 DPCR1 FAM53C EDDM3B KCNG4 FLRT1 YEATS2 GPKOW ANXA10 TAF9 RIMS1 HBP1 ZBTB45 SNX4 N4BP3 ABCA12 ARHGEF40 GPR55 LGSN KCNQ1DN IPO11 NOL10 TGFBRAP1 C9orf95 CXorf27 PYCARD SLC39A4 C22orf29 TTTY14 C5orf54 UBB NMRAL1 CNTNAP5 KCNJ14
MODULE_50 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_50 PSMA4 PSMA3 PSMB7 PSMB4 PSMA1 PSMA2 PSMB1 PSMB3 PSMB2 PSMB5 PSMA5 PSMA7 PSMB10
MODULE_51 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_52 SLC16A3 FILIP1L CNN3 GPC3 PLSCR1 EMP2 MDK TGFBR2 ALDH1A1 DPYSL3 FCGRT IFI16 PCOLCE C10orf10 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 ID2B 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 CYR61 MAFF LDLR LAMB1 CCL2 MAOB JUNB TIMP2 AKAP12 ORM2 TNC EMP1 DBN1 PLAT SDC1 WRB 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 HIST2H2BE MGLL CLDN5 ECHS1 PON2 FADS1 MSMO1 MMD PPT2 STMN1 TMX1 PLK1 KRT7 FEN1 LMNB1 PTTG1 SNRPB2 PIR KIF11 HIST1H4C RND3 PNP HPRT1 CDC25B H2AFX 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 KIAA0101 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 PTRF SEMA6C LSM1 CDK2 NUP205 COL2A1 COPS3 DNM2 KRT4 RAC3 EPAS1 PRB4 EPCAM ST6GALNAC4 LTBR ITGA3 SERPINA1 VSIG4 LMO2 IL32 APOC1 IL8 CXCL1 CST7 KLHDC3 LAIR1 AKR1C3 PROM1 COL9A3 BMP1 ZIC2 SLC9A3R1 GAGE2C MAT1A FGFR3 GAGE7 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 KRT86 ETV5 TNF IGSF3 HAP1 CARD10 ISG15 RIBC2 HTRA2 AMELX MCRS1 PFKFB2 ODF1 KCND3 GTSE1 CHST3 NPAS1 SLMO1 SYNGR4 SLC2A1 POU4F1 PAX9 FDXR IKBKG RPS26 LY6G6C CDKN2C SYNCRIP DOLK E2F1 SERBP1 ESPL1 HIST1H2BK CLDN9 WIZ PRAME TYR HMMR PKMYT1 RRP9 NUP50 CDC45 RNASEH2A HIST1H1C EZH2 TMEM158 GART MAGEA3 GAGE3 MAGEA2 C19orf6 CIAO1 QPCT GULP1 INHBC RAI14
MODULE_53 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_53 IGHM MDK GSTM1 ZYX IGFBP2 PEG10 PECAM1 JUN FOSB PDGFRA PER1 MYC PPP4R2 ANXA1 IGHG3 ID2B DARC CCL3 S100A11 SRGN SOX4 EMP3 RAB31 MFAP2 IER3 IFIT1 CLEC2B FOS QSOX1 CCND2 SERPINE1 CLEC3B ATF3 DBP CCL2 JUNB ORM2 DBN1 WRB 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 HIST1H4C PNP HPRT1 CDC25B H2AFX CCNB2 CKS2 IGF2BP3 UBE2C ANPEP TMEM106C TPX2 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 MAD2L1 POLD2 DLGAP5 FDPS CDK1 RRM1 KIAA0101 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 GAGE2C MAT1A TRA@ CD79A TRPM2 CSTA DUSP5 ATP2A3 KCNN4 SPINK2 KCTD17 ACR DKK4 CD22 FZR1 AANAT ZMYM3 M6PR AGXT DVL1 PVRL1 ABCA1 SLC7A11 ARID1A PARP2 TBX1 PAX6 ABCB9 TCL1A GNG7 TNFRSF10D MLC1 HTR4 EDA NRG2 C5orf30 SRPK3 SHBG SLC22A18AS ADA EXOSC2 NTNG1 CSNK2A1 GREM1 KIAA1539 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 KRT86 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 SLMO1 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 HIST1H2BK 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.broadinstitute.org/gsea/msigdb/cards/MODULE_54 SLC16A3 TM4SF1 CDKN1C FSTL3 PLAT PLIN2 PLK1 FEN1 LMNB1 PTTG1 PIR KIF11 HIST1H4C PNP HPRT1 CDC25B H2AFX NQO1 CCNB2 CKS2 UBE2C TMEM106C TPX2 TRIP13 MYBL2 ZWINT CHAF1A CCNB1 MAD2L1 DLGAP5 CDK1 RRM1 KIAA0101 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 KIAA0020 ADSL AHCY PSPH MSH2 TMEM40 GAD1 AMPH SCG5 PAX4 ODZ4 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 TCEB1 TUBA4A HBB BLM MKI67 IARS TSN ANP32E BARD1 MAGED4B NME1 TIMELESS CEP55 FOXD1 LRP8 MID1 RECQL4 NUSAP1 MUCL1 OAS3 FAM64A 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 HN1 ARL6IP1 PSRC1 KIF23 HSPH1 PFKP CDC6 CENPE RAD51 ATAD2 BUB1 CKS1B NRM E2F8 C15orf23 BIRC5 CDC25C POLQ ASF1B KPNA2 ANLN RHOJ ZWILCH HJURP GINS2 CDCA7 C12orf32 ARHGAP11A TACC3 FLJ14327 ASPM NUF2 NCAPH GPSM2 CDCA5 CCNE2 AURKA ODC1 FAM54A NT5DC2 CTPS ETV2 DEPDC1B MTHFD2 PRR11 TNFRSF12A CMYA5 FKBP1A CHEK1 ITGA2 PLP2 AGPAT5 H2AFZ SGTB LBR SPAG5 PRDX4 RANBP1 PRDX1 CHAF1B RFC5 CKB KIAA0100 SNRPB TMEM194A DLEU1 TPI1 HUWE1 IMPAD1 CNIH4 TRIM24 POLD1 MT1H AMELY EFHC2 MANF SHCBP1 GGT1 SMC2 C20orf177 PLK4 PHF5A ACTG1 BEND3 WDR5 UCHL5 ELOVL6 PXMP4 CCT5 LRRC17 RTDR1
MODULE_55 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_55 SLC16A4 CD55 FBXL7 IGHM CFD COL1A1 MYL9 GPC3 KIAA0430 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 SEPP1 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 ID2B UBXN1 LAMB2 ITGB5 GPX3 DARC DUSP6 SFRP1 LRP1 SRRM2 COL1A2 S100A11 IGFBP4 TGFBI SRGN GADD45G EGR1 FGFR1 EMP3 NFIL3 FAT1 RAB31 WISP2 MFAP2 IER3 TNFRSF10B CAV1 C7 IFIT1 FXYD1 STAB1 PVRL2 FOS COL6A1 TPM2 NCALD COX7A1 CFHR1 C10orf116 HSPG2 RNASE1 CCND2 LGMN SERPINE1 EPHX1 CLEC3B G0S2 IGFBP3 GAS1 NR4A1 APOE RBP1 IFI27 PNRC1 DLK1 ZBTB20 SNCG CYR61 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 PLA2G16 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 HIST1H4C NQO1 CKS2 UBE2C ANPEP KRT18 GRN KIAA0101 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 GAGE2C MAT1A CRYM SOX9 DEFB1 TRA@ PPAP2C 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 T ASIP AGXT DVL1 SLC4A1 ABCA1 SLC7A11 AHSG NAT8 MEF2C PAX6 ARFGAP3 TCL1A HIST1H3E GNG7 ITIH1 REG1B DPYSL4 N4BP2L1 NR0B2 HTR4 EDA NRG2 CYP2A7 SRPK3 SHBG SLC22A18AS FMO5 TDO2 CYP2E1 LEFTY1 TBR1 CELA2B NTNG1 GREM1 KIAA0586 KIAA1539 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 C21orf2 RBMS3 SCO2 C11orf9 SSTR2 FEV LGR5 PSG7 NEURL CDK18 KRT86 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 SLMO1 TNFRSF10C TMSB4Y SYNGR4 RECQL5 ALPPL2 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 HIST1H2BK S1PR4 GATA2 PYGL RNASE2 CLDN9 P2RX1 TYR KCNQ3 AQP8 ATF5 SCN4A RRP9 LRP3 CYP4F12 CRYAA SBNO2 IL14 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 ABP1 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.broadinstitute.org/gsea/msigdb/cards/MODULE_56 HPRT1 PAICS GMPS TYMS APRT ADA UMPS GART ADK IMPDH2 PRPS1 PRPS2
MODULE_57 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_59 CYP2E1 CA12 ITPR2 GPR183 C3AR1 MAPK11 HCG4 PPFIA2 TRPA1 IL4 IL5RA AD7C-NTP MSTN SRY SI BMP6 NFKBIE SLC6A4 THOC5 HSPB3 SSX5 CASQ2 OLIG2 MAGEA10 KCNA3 RAPGEF4 RPGRIP1 FUT9
MODULE_60 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_60 WFS1 IGHM RRAD CFD MYL9 CD14 TSPAN7 TGFBR2 FCGRT AMT PCOLCE C10orf10 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 DARC COL1A2 S100A11 CDKN1A NOTCH3 IGFBP4 TGFBI PDGFRB FGFR1 EMP3 WISP2 IER3 TNFRSF13B CD151 FXYD1 STAB1 PVRL2 COL6A1 TPM2 COX7A1 C10orf116 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 ST5 PKD1 CDC42EP1 DHRS2 C16orf45 TFAP2B CHPF GYG1 PPP1R15A PPP1R12B PLXND1 MICAL2 EFNA2 CD34 ROR2 RBPMS PDLIM5 MAPRE2 HSPB2 PHF15 GMPR VAMP5 BCAM MAN2B1 MAN2C1 PLA2G16 RAMP2 NNMT HLA-DQB1 CRABP1 S100A4 DDIT4 CD37 CCL21 SLIT2 GOT1 PTP4A3 LPL TNFRSF14 CDH5 TIMP3 IGF2 ABLIM3 ADH1A HIST2H2BE 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 TRB@ PLK3 ZKSCAN3 EPAS1 FGR LRRC32 HMOX1 ST6GALNAC4 C2 LTBR TAP1 CD52 RARRES3 FCER1G TNFAIP2 VSIG4 CD97 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 GAGE2C CRYM TRA@ 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 C21orf2 CCBL1 RBMS3 FEV CELSR3 FEZ1 PSG7 NEURL POMZP3 CDK18 SCN1B AAK1 GBF1 LARGE RHBDL1 BRD4 PPP6R2 BCKDHA TCF7 GDPD5 CDH16 GPA33 CARD10 EPB49 ELN ISG15 MCRS1 ALDOB ITGA10 ZNF167 KCNA5 TBX19 KCND3 IVD CCBP2 SLMO1 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 KIAA0141 SPIB PLEKHO2 HSD17B1 GJA4 ECE1 TOB2 TOM1 MYOM1 TXN2 LCK IFI35 ACTC1 SIPA1 IFFO1 PSMB10 RAMP1 PDK2 CKM TNNC1 NAPA TMEM159 RGL2 C21orf33 ARFRP1 GAA
MODULE_61 http://www.broadinstitute.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 ATP5J PCDH1 RAN BZW1 SLC25A5 CDK4 TUBA1A ODC1 CTPS HDAC2 PRMT1 NME2 C1QBP EIF3B MECOM EIF1AX FBXO5 ANGPT2 PDXP ANKRD6 MMP12 ULBP2 TUBA1B PANX2 HSP90AA1 MIF TOP1 PPP2CA NT5C2
MODULE_62 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_62 COX7A1 MAOB SLC39A6 ATP6V0A1 COX7B ABCF1 NDUFS2 NDUFA9 NDUFS6 NDUFB7 SDHB COX11 ATP6V1D TIMM17B NDUFB1 NDUFV2 NDUFV1 ATP5A1 NDUFS3 NDUFS8 NDUFA4 ATP5E NDUFS4 ATP5D ATP6V1G1 ATP5I ATP5G3 ATP5J ATP6V0D1 ATP6V0E1 NDUFAB1 ATP6V0B ATP5J2 NDUFS5 NDUFA1 ATP6V0C ATP5O ATP5H NDUFB3 ATP6AP1 NDUFB8 NDUFA2 NDUFB5 ATP2C1 NDUFB10 NDUFA3 ATP5G1 NDUFA7 NDUFA5 ATP5G2 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 ATP5C1 SURF1 COX5A COX4I1 ATP5B ATP6V1F ATP6V1H SDHA ATP6V1E1 TOMM20 PPA1 SLC25A4 NDUFB6
MODULE_63 http://www.broadinstitute.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 EMR1 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 HSAJ2425 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 ACCN2 PRLR SCN9A TGFBR1 AQP6 KCNJ11 KCNJ12 SCN7A KCNK5
MODULE_64 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_64 SLC16A3 SLC16A2 SLC16A4 CD55 RGS2 CD14 TSPAN7 FCGRT AQP1 MYLK PDGFRA ANXA1 IL1R1 ECM2 GJA1 NAMPT RGS5 ITGB5 DARC 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 IL8 CXCL1 TLR2 IL2RG SELL SCNN1A ICAM1 FCGR2A TACSTD2 CSF2RB PROM1 CLDN4 CLDN10 TNFRSF25 CCL7 PPAP2C 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 ACCN1 NTSR2 CSH2 ITGA10 PDK4 AVPR1B SLC13A2 CD1C CLCNKA KCND3 ATP4A SLC22A6 CCBP2 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 EMR1 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 NOV 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 HSAJ2425 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.broadinstitute.org/gsea/msigdb/cards/MODULE_65 ADM NPR1 GUCY1B3 NPR2 GUCY2D PDE5A GUCY2F GUCY1A2 GUCY2C ADCY8
MODULE_66 http://www.broadinstitute.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 SEPP1 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 C10orf116 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 WRB CHST15 NID2 CACNB3 SLC39A6 GSTA4 PKD1 TCEAL4 TRO C16orf45 TFAP2B NCAM1 GFPT2 WDR7 AHDC1 EFNA2 LDOC1 MAPRE2 ACD RASSF2 SCHIP1 RGS1 L1CAM PLA2G16 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 HIST2H2BE 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 KAL1 WIF1 LMO2 APOC1 CORO1A KLHDC3 HPR NEBL APOC4 COL9A3 ELF3 CLDN10 ZIC2 SLC9A3R1 GAGE2C 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 KIAA1539 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 B3GNT1 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 MLL 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 GUCY1B3 POLR2J APC2 ATP2B2 MAP7 WASF3 SLC1A6 SLIT1 ELAC2 C21orf2 MXD4 CCBL1 CACNA1A DUSP8 EFNB3 SPTBN2 ZNF238 CBX6 CALB1 NOVA2 ST3GAL5 RBMS3 SCO2 C11orf9 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 NEURL TRIM9 RYR3 BIN1 DLG4 POMZP3 CTSF SLC1A3 SH3BGR KAT6B CELF2 TSPYL4 CDK18 ProSAPiP1 KRT86 EXD2 CSPG5 SCN1B ACSL6 PITPNB CEP135 RNF144A ABCC5 RUNX1T1 INPP1 GRIK5 RND1 RSBN1 CDH22 PRKCB STAT2 CORT AAK1 PTPRZ1 ODZ4 NAB2 NAP1L3 GBF1 MTMR9 KIF3A LARGE 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 ACCN2 SLC6A3 LAMA2 THBS4 INHBB CITED1 DIRAS3 SEPT5 INSM1 DGCR2 SCRN1 RELN ATP1B1 ARMCX2 SPARCL1 GAL PARM1 CDH18
MODULE_67 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_67 SNAP91 TFPI STAC SQLE CTNNAL1 RAC3 MALL ELL2 NRXN1 MLANA HDDC2 PARD6A CCBL1 CSPG5 RUNX1T1 ETV5 ZNF167 SH3BP1 C6orf106 CYP2C9 MAP4K1 VRK1 KCND1 PPP1R17 KIAA1210 CARD18 KLF1 TRPM1 CPNE4 FBXL4 RPS13 GTPBP6 ACVR2A FLRT2 PYCRL C9orf80 RPRM ELAC1 ZNF318 KLHL4 NR2E1 ERVMER34-1 PCSK5 KDELC1 ZNF638 SOX21 MAGEL2 BMX CCDC135 SPZ1 ACBD6 ADAMTS12 TTF1 C20orf7 AKAP9 FBXO42 EDDM3B BUB1 GAS8 OLIG2 COX4I1 DARS2 KRBOX1 FAM181A HAND2 ZFP14 ZMYM6 PARP9 DROSHA ADAM3A GK2 C10orf68 C17orf101 SLAMF9 LINC00112 VPS13D TTC29 TMEM5 PLEKHG4 EFCAB6 TF SYCP1 CCDC88C DNAH11 PLAC7 TMEM140 SIRPG ARMC2 ELMOD1 NTF3 TAT NIPSNAP3A RSRC1 FBXO27 ZRSR1 GIPC2 HERC5 MXD3 C18orf57 PDGFD CRCT1 ANG ZNF385D RHOU RND2 LRP1B KIAA1462 USP24 ABTB2 RGS18 ZFPM2 KIAA1804 APOO FGFBP2 KCNJ16 CDC27 MOCS3 POLI FBXO4 ZBTB32 CA10 HOXB6 RRP15 BIN2 LOC83459 GPN1 BVES ZNF652 ZNF667 EYA4 ARAP2 FAM164C IQCH CARD9 ZNF273 KREMEN1 PCDHA9 C21orf30 FKBPL FAM50B PADI2 EXO1 BBS7 CLEC1B PPP2R2D TTTY15 BSPRY KIAA1530 CITED4 TIMM13 NMNAT2 PEX5L NOL8 KCNK4 C14orf34 FJX1 VANGL1 TRAF3IP3 RLN1 ACAP3 CES3 POLR2L DYNC1I2 UBA6 PPFIA1 TRIM62 SYAP1 DKFZp761E198 ZNF431 ANKRD11 NRXN2 SSH1 HSDL2 BTRC EGFL8 RAB11FIP1 PAPOLG C18orf45 FBXL12 PPP2R3A SETD8P1 NOL9 IFT80 MED23 KIF26B LMAN1L ARID1B PUS1 RGP1 AK3 NEK1 SGCD ERVW-1 FAU SMG1 ZNF107 HEATR3 CNNM3 C20orf112 ULK4 TEKT3 ZNF471 TP73-AS1 COPS4 ZFP112 NTN4 PDZD2 ZNF483 RAVER1 SPPL3 HYDIN UACA SCYL2 PXMP2 DACT1 SPTA1 ZMYND15 HAO1 KIAA1257 ZNF323 SPTBN4 AOX2P CHRFAM7A WHAMM DENND1B QTRT1 ROPN1 GRIA4 RAB9B ZNF137P
MODULE_68 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_68 KRT19 NEFL INA KRT7 KRT18 KRT4 KRT15 KRT14 KRT5 DSP KRT6A KRT33B KRT32 KRT86 KRT85 KRT2 KRT35 DRD2 KRT8 KRT13 SPRR1B VIM KRT17 KRT6B KRT1 KRT16
MODULE_69 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_69 COL6A3 KRT19 GSTM1 SELE PLA2G2A PPP4R2 CITED2 GJA1 ITGB5 DARC 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 RARRES3 GPSM3 F3 DPYD ITGAM IL8 TYMP LAIR1 PROM1 FGFR3 EGFR CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 ZBTB7A CD8A NDRG2 CYP2A7 CYP2E1 GGA2 DDX17 ELOVL2 SLC11A2 TMEM97 TFAP4 RFX7 HMHA1 SOX1 SCARA3 BAIAP3 DCX FGFR2 DCLK1 ELMO1 CDH4 EDNRB CELF2 CDH22 PTPRZ1 CUL9 REV3L ZNF167 S100A5 MYEF2 CYP2C9 CCL13 SDC3 CSF1 DDX11 MXRA8 SF3A1 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HYAL2 FURIN ENPP1 GSTZ1 ALDH1B1 RXRA SCD KIAA0664 NXPH4 KBTBD10 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 NPY1R FPR2 MST1R EPHA7 SELP TNFRSF17 RNASEL PTPRF SLC9A6 EEF1D TCEB2 SEPT2 TUBA4A MAPK4 SLC19A1 NGF CD9 ART3 RFC2 CCL19 DYNC2LI1 BARD1 PDE4D PHF3 DHRS12 AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 MAP4 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P HNRNPU LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIO3 DIRAS2 ADCK3 PTGS2 MTTP KIAA1524 CMTM6 ESPN PTPRT BPTF POLDIP3 C2orf43 GALNT3 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 COBRA1 NUPL1 PDCD6 CTSZ NXF1 YWHAB SENP1 PCSK5 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 SH3BP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 GREB1 FAM40B MED25 FAF1 BRAP PCGF1 GLT8D1 WRNIP1 PPIL2 CCDC90B KDELC1 TRIM7 ZNF638 ZMAT4 SOX21 MMP14 ANKRD1 CCNH NCRNA00159 C7orf42 UTP11L LMO7 C19orf73 ALDOA HS1BP3 MBD5 CPNE1 PTPLA DHODH EPS15L1 SLC17A8 BSDC1 MED14 PDCD2L LHPP SLC26A8 NMT1 MAGEL2 MICALL1 ZFP41 TNFRSF13C PRDM1 RARB LRRC4C CYP2B7P1 PITPNC1 LOC79999 FMN1 SPAG9 SFT2D3 C5orf20 REPIN1 FAR2 HOXC4 MAP1S EDN1 CENPK ZNF202 CEP55 NACAD CAPRIN1 MYH1 IGKC GSTM4 POU6F2 KLF13 C4orf21 CCDC48 ACSBG1 CDH13 KIAA1522 NOL7 RHPN1 PAPOLA BMX METTL22 ZMYM6 HSD17B12 GATA3 PDCD5 BHMT2 FLJ13224 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 FAM108C1 SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN DNAJC12 ZNF292 USP36 SNRNP25 PLEKHM2 C9orf82 WSB2 APTX PRPF39 CNKSR2 THUMPD1 AURKAIP1 SLX4 LAMB3 USP30 TTYH2 ELSPBP1 DIAPH2 NMNAT1 EGLN1 RBAK SOAT2 PIKFYVE CAMKV PHIP BHLHE40 BPIFB2 IWS1 ZFP106 KIF18A FEM1C ITGA8 PRPF38B
MODULE_70 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_70 DBN1 NDN ROR2 CSPG4 SLC25A1 PIR SMAD3 LTBR DEFB4A COL9A3 BMP1 ALDH3A1 OGG1 TRIM21 TBL3 KLK6 KCNK1 PTGS1 EMR1 SLC11A1 KIR3DL1 BDKRB2 DSG2 S100A3 RAD9A MYOM1 LILRB1 GAS6 RFC5 LAMA2 PFKL TRPC1 ACE TMED1 SH3GL2 MAP4K2 MZF1 DGCR14 SCN5A ASNA1 CDKL1 NCBP1 PDE1B
MODULE_71 http://www.broadinstitute.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.broadinstitute.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 WRB TRIB2 SERPINH1 BIRC2 GSTA4 ST5 GOLGA8A TCEAL4 ADIPOR2 CHPF GYG1 PEG3 MICAL2 SCP2 TSPAN3 ACD NFE2L2 RASSF2 PSMC2 ULK1 TFRC PTPN12 SRSF5 SMARCA2 TSC2 PLA2G16 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 TROVE2 COPS5 HSF1 BTG3 HNRNPA0 MRPL3 LSM3 TFDP1 METAP1 SRP54 COPS2 DNMT1 POLE3 TOMM34 SUZ12 EWSR1 UBE2M PSMA3 WDR45L SMARCA4 DAP3 MRPL47 IMMT DHX9 UBE4A PSMG1 UBE2N PRB4 HOPX KLHDC3 ZIC2 GAGE2C SOX9 GAGE7 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 C21orf2 ZNF238 TMX4 POMZP3 TSPYL4 EXD2 OAZ2 HMOX2 AKAP3 SAC3D1 WBSCR22 SYNGR4 DNALI1 YPEL1 LPAR2 PPP2R5D USP9X HIST1H2BK SEPT6 SF3A1 DYRK1A JARID2 PRAME PKMYT1 SNRPA1 NFKBIB KIF2C GAGE3 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_75 CD55 CD14 EMP2 MDK FCGRT DAB2 MYLK SEPP1 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 CYR61 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 IL8 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 HIST1H1C 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 FYB CLC ZFP36L2 BPI C15orf31 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 KLRAP1 TNFSF14 SERPINF1 CXCL6 CTGF DYRK3 MAP3K8 GSTA3 GPX1 BTG2 ENDOG SNN
MODULE_76 http://www.broadinstitute.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 IL8 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.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_79 CD14 DAB2 MYLK PDGFRA VWF IL1R1 FN1 ITGB5 SRRM2 PDGFRB IER3 CD151 CCND2 LGMN CYR61 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 CTSL1 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 PPAP2B A2M FLJ11710 CEBPD APOL3 CPM KCTD12 HBA2 CSF1R FTL BBS2 CTSB VMP1 TNFSF13 NXPH3 GATA6 ZNF347 SLC1A1
MODULE_80 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.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 C6orf108 SRSF7 GTF2A2 GSN HSPA8 CBX6 RRP9 SRPR TGIF1 IMPDH2 NDUFB1 NDUFV2 NDUFS4 ATP5I ATP6V0E1 NDUFAB1 NDUFS5 NDUFA1 ATP5O ATP5G2 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 CARS 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 TCEB1 RPL15 SNRPG RPL21 RRAGA GNAS RPL18A RPL38 RPS11 EIF4H RPL7 SNRPD2 HNRNPR EEF1B2 TUBA3C RAP1B MSI1 RPL11 SSB EIF3H RPL3 TCEB2 RPL24 EIF3C EIF5A SMARCC1 POLR2G RPL32 SRP14 RPL37 RPL26 EIF3D RAB10 PLEKHF2 MYL12A ALDOA OAT ECH1 PRDX6 ACADM IDH1 ALDH9A1 COX5B COX7A2 MDH1 LDHA PKM2 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 C2orf56 RPL23 CDC37 PPIB UBA52 RPL10A RPS3A RPS27A RPL10 GNB2L1 FAM96A 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 C14orf2 RPS27L CHMP2A MAGT1 P4HB EIF3M CCT8 KPNA4 RPL39 RSL24D1 TMEM59 TPT1 ARHGDIA SEMG2 BTF3 SCAND1 MRPL21 EXOSC7 CDC40 TMSB4X LSM5 C9orf16 ATPIF1 YME1L1 PIH1D1 C9orf89 TIMMDC1 PFN1 TSPYL1 C11orf48 TMEM147 FAM103A1 RPL5 DNAJA1 TMED2 GLB1 UXT MRPL30 IER2 RETNLB CTNNA1 ATN1 XPO1 MOSPD1 WDR83 CDIPT PPP1CC SERP1 LDHB FKBP4 PRDX5
MODULE_84 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_84 SLC16A3 SYNE1 LMO4 IGHM TNFAIP3 CFD MYL9 KIAA0430 PLSCR1 CD14 TSPAN7 MDK TGFBR2 MTUS1 FCGRT COL6A3 IFI16 PCOLCE KRT19 ACTN1 GSTM1 ZYX GPNMB C1QB IGFBP2 AQP1 TGM2 PECAM1 DAB2 AEBP1 ENG ITPR1 SEPP1 PDGFRA PER1 VWF COL6A2 COL4A1 PPP4R2 TBC1D2B ANXA1 RARRES2 IL1R1 ITGA6 CRIM1 SLPI MYH11 SRPX IGHG3 FN1 DHRS3 ID2B UBXN1 NAMPT GPX3 DARC DUSP6 CCL3 SRRM2 BCL6 COL1A2 S100A11 CDKN1A IGFBP4 TGFBI SRGN FGFR1 EMP3 RAB31 MFAP2 IER3 TNFRSF13B CAV1 C7 IFIT1 F13A1 PVRL2 CLEC2B COL6A1 COX7A1 IL6 C10orf116 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 IGJ STMN1 ANPEP KRT18 GRN RAC2 CTSC CCNF GJB1 FST AP1M1 DNM2 ARHGDIB TRB@ 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 RARRES3 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 IL8 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 TRA@ 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 KIAA1539 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 KRT86 CEP135 TCF7 CEACAM3 TNF ARHGEF6 IFI44L ISG15 LILRA4 SIT1 AMELX CHIT1 ITGA10 KCNA5 ODF1 ECE2 LRIT1 LOR KCND3 ATP4A CD5L ENTPD2 SLMO1 LRCH4 IKBKG WNT10B SEMA4D CD8B PFKFB3 CFP PLAU PSD4 TNFSF12 LSP1 RGS10 MPO DOCK2 PTPN7 CD69 GNA15 HIST1H2BK 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 TRD@ IGLJ3 C10orf54 SAMSN1 HLA-DPA1 MAFB MS4A7 GMEB1 SLAMF8 SLC40A1 GIMAP4 PLBD1 PLAC8 HLA-DRB3 ANKFY1 C1QC CD74 LAP3 NAPSA CXCL16 DEF6 TRPV2 CD209 MST1P9 SLC25A39 PARP12 SEMA4A KIAA0226L TNFAIP8L2 C5orf32 STK17B PARP14 ADAMTSL4 RAB3IL1 C9orf86
MODULE_85 http://www.broadinstitute.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.broadinstitute.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 RAB7L1 RHOQ
MODULE_87 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_87 RAB31 GEM RAB11A RAB5C RALA SCG5 TRIM23 RAB8A SEPT6 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.broadinstitute.org/gsea/msigdb/cards/MODULE_88 SLC16A4 FBXL7 IGHM CFD COL1A1 MYL9 GPC3 KIAA0430 CD14 TSPAN7 MDK RNASE4 ALDH1A1 FCGRT COL6A3 AMT PCOLCE C10orf10 KRT19 COL3A1 GATM COL5A2 ACTN1 GSTM1 ZYX GPNMB C1QB IGFBP2 VEGFA TM4SF1 AQP1 SLC2A3 PTGIS TGM2 CHGA PEG10 ENPP2 MYLK ITGA7 SGCE AEBP1 ENG SEPP1 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 ID2B UBXN1 LAMB2 ITGB5 GPX3 DARC DUSP6 SFRP1 SRRM2 COL1A2 S100A11 CDKN1A IGFBP4 TGFBI SRGN GADD45G EGR1 FGFR1 EMP3 NFIL3 FAT1 RAB31 WISP2 MFAP2 IER3 TNFRSF13B TNFRSF10B CAV1 C7 IFIT1 CD151 FXYD1 STAB1 PVRL2 CPE FOS COL6A1 TPM2 NCALD COX7A1 CFHR1 C10orf116 HSPG2 RNASE1 CCND2 LGMN SERPINE1 EPHX1 CLEC3B SMTN G0S2 IGFBP3 GAS1 NR4A1 APOE RBP1 IFI27 PNRC1 IGFBP6 DLK1 ZBTB20 SNCG CYR61 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 PLA2G16 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 HIST2H2BE 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 HIST1H4C NQO1 EPHA2 CKS2 UBE2C ANPEP KRT18 GRN KIAA0101 RAC2 CTSC CDC20 CCNF GJB1 FST EIF4EBP1 SEMA6C DLC1 PCBD1 COL2A1 DNM2 TRB@ 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 GAGE2C MAT1A CRYM SOX9 DEFB1 TRA@ PPAP2C 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 T ASIP AGXT DVL1 SLC4A1 ABCA1 SLC7A11 AHSG NAT8 MEF2C TBX1 PAX6 ARFGAP3 TCL1A HIST1H3E GNG7 ITIH1 REG1B DPYSL4 N4BP2L1 NR0B2 HTR4 EDA NRG2 CYP2A7 SRPK3 SHBG SLC22A18AS FMO5 TDO2 CYP2E1 LEFTY1 TBR1 CELA2B NTNG1 PGAM2 GREM1 KIAA0586 KIAA1539 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 C21orf2 RBMS3 SCO2 C11orf9 SSTR2 FEV LGR5 PSG7 NEURL CDK18 KRT86 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 SLMO1 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 HIST1H2BK S1PR4 GATA2 RNASE2 CLDN9 PTPRCAP TYR KCNQ3 AQP8 ATF5 RRP9 LRP3 CYP4F12 CRYAA SBNO2 IL14 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 ABP1 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.broadinstitute.org/gsea/msigdb/cards/MODULE_89 HIST2H2BE H2AFX CENPA RBMXL2 HIST1H2BK HIST1H2AC HIST1H1C HIST1H2BL HIST1H2BJ H2AFZ HIST1H2AE HIST2H2AA3 H1F0 HIST1H1T
MODULE_90 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_90 HIST2H2BE H2AFX CHAF1A CENPA NAP1L3 HIST1H2BK HIST1H2AC HIST1H1C HIST1H2BL HIST1H2BJ H2AFZ CHAF1B HIST1H2AE HIST2H2AA3 H1F0 HIST1H1T HIST1H1A
MODULE_91 http://www.broadinstitute.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 H2AFZ PSME2 PSMB6
MODULE_92 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_92 MDK ZYX LTBP2 AR GJA1 NAMPT CCL3 FAT1 WISP2 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 IL8 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 CGB 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.broadinstitute.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 SC5DL 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 ABP1 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 SEPW1 CYP3A5 PAM TP53I3 CDO1 ALOX15B PLOD3 AKR1B1 SPR SIVA1 HSD17B7
MODULE_94 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_94 RGS2 EGR3 GATM COL5A2 CHGA JUN ENPP2 TYRO3 SEPP1 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 GAGE2C 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 KIAA0020 SLC11A2 CDX1 TBX5 C4BPB C1R CR2 C6 APLP1 SERPINI1 CACNG3 COL9A2 PCP4 B3GNT1 LY6H RIMS3 CHN2 CCK APBB1 GRIN1 PRSS2 AMPH GPRC5B PLCH2 CABP1 ARNT2 CNTNAP2 TRPC4AP SNCB SPOCK1 TIMM17B PTPRO FGF9 PARD6A ELAC2 MXD4 CCBL1 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 HIST1H2BJ DUSP4 GCLM NOV 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 FYB TEAD4 RUNX1 KRTAP5-9 MYL4 NKX3-1 SLC27A2 TEP1 GUCA2B CDKN1B DYNC2LI1 AGA ZNF646 TP53TG1 MTMR11 ACVR2A SYMPK NUPL1 GREB1 DHODH ABP1 CGB 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 SEPT5 INSM1 ARMCX2 PCDHA9 PPP2R3A LAMB3 PFKL ABHD2 TPST1 TRH FGFBP1 MT1L CDON GAGE4 CHI3L1 PLEKHA6 ICA1 GALNT10 QPRT MFSD7 PITX1 ZNF324 ECD NKX2-8 CPLX2 PPFIBP1 DIO2 VLDLR ARHGAP32 POLR1C RAB40B OLFM4 PEX14 C11orf51 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.broadinstitute.org/gsea/msigdb/cards/MODULE_95 EMP2 ACTN1 PER1 LUM VWF DHRS3 ID2B EGR1 PVRL2 SERPINE1 HSPB2 VAMP5 STAR DDIT4 CHL1 TSPAN8 BCAS1 NTRK2 USP6 HIST1H4C UBE2C TMEM106C MAPRE1 EIF4EBP1 SEMA6C SLC39A7 SRP54 STK25 UBE2E1 TYMP SFTPD RBMS1 CREB3L1 PSCA SERPINB5 FOXJ1 KLK11 MYL2 T 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 C20orf152 VPS45 SYN1 NTRK3 CD99L2 TNNT1 KIAA1467 PRRG3 TRAPPC6A TBL3 CA4 KCNA4 HAS2 KIF3B HMHA1 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 CCDC72 TMEM40 TIRAP SCAPER N6AMT1 TEX14 CCHCR1 EDN2 ZNF195 HOOK1 HRAS DDA1 TERT BCAP29 DDX39B FEZ2 ZNF175 FAM189A2 CECR2 GLT8D2 TMEM231 TTI1 POPDC2 IL33 DNAJC10 PLAC2 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 IL14 HIST1H1C RBM42 HIC2 NDUFA2 CCS SPP2 FETUB DAO AKR7A3 TULP1 BHMT SYNPO2L BAAT NXPH4 BBOX1 GALNT13 SIPA1L2 DLGAP2 SEZ6L2 EPB41L4A FOXF2 ARHGEF25 ARMCX5 C21orf37 ERO1LB DOPEY2 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 MEF2BNB-MEF2B CPA1 MKI67 ZNF821 WDR46 BPIFA1 SIAH1 TBC1D8B ZCCHC4 C21orf62 C1orf20 CPNE1 CCDC48 BEND5 HPCAL1 NCF1C FAIM3 STX11 SKAP2 FMNL1 IFFO1 IL1A PALLD THSD7A SLC25A28 NLRX1 PERP HIF3A ZNF365 C8orf4 TXNIP SPO11 GCM2 GNGT2 TLL2 GTF3C4 LOC84856 ADAMTS5 XKR4 SYT4 RGS8 COBL WDR75 OTX2 PCDHB15 ADAMTSL1 ACE2 SLC22A2 INVS KLK4 BSCL2 KLHL3 COL20A1 NUSAP1 SPDEF C9orf9 ANKZF1 ADPRHL1 ZNF777 C8orf34 GPRC5C MUCL1 CAPNS2 DPM3 SMPD2 ACYP2 C11orf30 KLHL25 NOX4 DIS3 GPR35 OTOF GRP HCG4 NLRP12 AJAP1 ZNF462 OAS3 MCPH1 PGLYRP4 DKFZP586B0319 FASTKD1 STX1B FAM64A MED15 TMEM200A LRRC8D CDKN2B PPFIA2 C22orf31 SOHLH2 SGSH CPA6 PRSS3 MYBPH FAM199X C7orf58 ROBO4 FAM135B PDE5A ERMN BEST3 ASB12 DMXL2 TRPA1 FAM19A5 RBM15 SNURF ITIH5 TOX2 ICOS GPC4 PBK GALNTL2 KCNV1 S1PR5 SLC22A8 GRIP2 PURG CELA2A GTF3C1 ANO3 EPS8L3 PPP1R13B CSMD3 C11orf74 TSHB DDN LPPR4 ITLN2 TOR2A GPR172B AKAP4 FLJ21272 HBXIP POLE2 PGAP3 ADARB2 ZNF343 MEGF11 PCNP HMGA1 FAM55D 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 SUV420H2 RAB27A TTN HMBS GABRA2 BPESC1 C20orf20 REM2 PRR5L KIAA1324 ALKBH3 CCDC135 THAP10 C3orf55 SPZ1 POF1B RP2 ANKRD27 FLNC CCL26 KLHL32 CCDC65 RIPK4 RAD21 UPB1 OSTC FDX1L TAF4B DSCAM KLRG1 KCNS2 ACBD6 CNDP1 ADAT3 PSD2 SCGB3A2 STK32B RAB7B KIAA1107 BCAS4 SLC35A5 RTTN ADAMTS12 STK38L CACNB4 C2CD3 HDAC9 NXT2 GPN2 SAG CTPS2 ATP2B3 TOMM22 TGM4 FAM134A C1orf124 TDRD7 SH3RF1 SPINK1 XPNPEP2 FBXO5 KCNJ11 SLC15A2 GRB14 HIST1H2AE STC2 CRB1 WNT4 CDO1 CASR TGM7 IL17B TLR7 MRPL50 PLXNA1 NPC1L1 ADAM6 PCA3 C4orf17 C21orf119 FKTN NALCN KIAA0319 DGCR5 MCOLN3 RIPPLY1 SLITRK5 DYDC2 CLEC3A NPVF FAHD1 SHISA3 POLR3B SERGEF DNAJC30 DGKI PRKAG3 ST6GALNAC1 HCRTR1 IBSP DNMT3B SAGE1 SUSD4 DKFZp761K1824 RASL12 CDH10 SLC2A9 SNX10 ADAMTS7 FAM46B MYO16 TXNDC5 TCTN1 MPP4 CAPZA2 C17orf59 ATP10D OR51E2 R3HDM2 UPF3B RANBP3 ERV3-2 DLX3 C20orf26 PLDN AVIL EYA1 MYO3A VAMP8 PCDHGB6 TMEM45A CHFR DOCK1 COL4A4 FGF5 TLX1 C6orf64 PELI2 SEMG1 MYO15B RAB3C DNAJC22 VWA1 SLC6A16 ZDBF2 NOS2 SRXN1 ZNF649 RAD51AP1 KCNB1 TLX2 KCNH3 ANO10 MYCN PEX11B P2RY1 SLURP1 RBM23 SEMA6B UST HRASLS5 MAPK15 CACNG4 GABRA6 PFAS
MODULE_96 http://www.broadinstitute.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 LPHN2 CLC KLRC3 LGALS1 CLEC3A LGALS2 SFTPA1 FCN3 SIGLEC5
MODULE_97 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_97 PKD1 KLF10 LIPA ALCAM DMD NUP205 SEC24C CREBZF PMAIP1 GTPBP1 ZHX2 RBBP6 NFYA PIBF1 MED14 KLRAP1 FYTTD1 WDR75 NOX4 SH3TC1 MIOS LBR DBF4 MDM2 SGCD SCYL2 PRKCI HLA-DRB3 NRAS OPA1 INTS7 NMD3 EIF2C2 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 SMEK2 RLF TACC1 AKR1D1 SBNO1 SEC16A NFATC1 GLCCI1 STK10 PUM2 DNAJC5B KIAA0894 BET1L DNAJA3 UBR7 RNGTT SLC25A22 RAB8B KIAA0528 USP25 PIP5K1A MUS81 SMC5 C16orf62 DCLRE1C SP1 BRAF TUG1 GPR44 SH3BGRL PARP16 NCOR1 PURA A1CF WNK1 SUDS3 DNA2
MODULE_98 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_98 KRT19 JUN PER1 MYC CITED2 CDKN1A EGR1 SOX4 FOS CCND2 JUNB CALU MSX1 GADD45A SATB1 HIST2H2BE TLE1 PCBP4 ZIC1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 PIR H2AFX 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 MLL KHDRBS3 POLR2J MAP7 ZNF238 RNF144A BCL9 AP3M2 LHX2 WBSCR22 NPAS1 POU4F1 RAD51D CDKN2C E2F1 FOSL1 PPP2R5D PPM1D FANCG ESPL1 RPA2 ORC1 HIST1H2BK FKBP5 HMGN4 TCF12 DYRK1A VAMP7 TIAF1 SFPQ MTA1 PRIM1 RAD54L NDC80 SNRPA1 CCNE1 NCBP2 RBBP8 BLMH ZNF117 CDC45 HIST1H1C 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 CSDA CBX4 SLU7 RNMT HNRNPA3P1 FBL SNRPD1 NUPL2 CHD4 BLM CCNA1 RFC2 ATF2 KHSRP LIG1 ADNP2 TSN CENPC1 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 H2AFZ CHAF1B RFC5 POLD1 SMC2 PHLDA1 HDAC2 HDAC1 NME2 INSM1 KRT17 KRT6B RNF4 KATNB1 PTMA SCAND1 ATN1 HIST2H2AA3 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 RDBP 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 PAPD7 ACTR1A CLK2 HR TAF5 CCNT1 GTF3C2 SON ZNF85 CBFB POP7 HOXA13 PMS1 MLLT3 ACTR1B ETV1 ZFX EMG1 APLP2 MLL2 GTF2E1 POLE KIF22 ZNF136 ZNF133 TULP3 VHL PRRX2 FOXD2 PPP1R8 NR2F2 YY1 NUDT21 FXR2 GLI3 SUPT4H1 SMAD1 AGFG1 H1FX YEATS4 SMAD5 SEC23B CPSF6 KPNA1 TPR ERCC3 PIN1 HMGN1
MODULE_99 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_99 SLC16A4 FILIP1L FBXL7 RNASE4 CFH COL4A1 FSTL3 MYH11 THBS2 FN1 SFRP1 WISP2 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 PPAP2C CHKA ARSB ADORA1 NRP1 GPC5 EPN2 CKMT1B EPHA4 FGFR2 MEIS2 APBB1 GPRC5B WASF3 FZD7 TRIM9 SLC1A3 ProSAPiP1 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 HSAJ2425 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 C15orf31 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 HIST1H1A WNT5A ARL4D INSL4 CCL22 LALBA ALOX15B IBSP TLX1 SEMG1 KCNB1 LGALS2 ETV1 FOXD2 GLI3 TGM5 MMP13 SERPINB7 DUX1 BFSP2 MAGEB2 CADM4 DNASE1L2 F11 CROCC CAMK1G REM1 NAT2 BCHE ADAMTS2 LYPD1 CLGN TULP2 S100G C14orf132 CLEC4M CRHBP TRPC6 IFNA21 CTNNA2 SCRG1 MYH8 CTSL2 UGT2B10 TGM1 KCNS1 ARSG SSPN TBX6 PPP1R2P9 RPL39L FSCN2 GBA CA6 GLS2 TCP10 AGTR2 ZFHX2 HSPA1B ABCB6 FER ATP1A2 FZD1 PLA2G6 EMX2 USH2A HSD17B2 SYN3 B4GALT5 PDE9A SLC30A4 GAGE12I CASK C6orf105 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 LECT1 PRG4 SULT1C2 OTC GPER CROT SLC26A10 RFX3 SERPINI2 GSTM3 RNF8 CSN1S1 PDE1A VILL VNN2 ABCD1 PCDHGA8 MMP20 STK11 TMPRSS11D SLC22A14 B3GALT5 NCAM2 IFI6 AFM ANK2 SCAND2 WNT8B NR2C2 SLC38A3 GOLIM4 ANGEL2 MAGEB1 CREB5 TLL1 C9orf114 HIST1H3H RPL3L GNRH1 LOC51047 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 HIST1H3I LHCGR ADAM2
MODULE_100 http://www.broadinstitute.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 SEPP1 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 C10orf116 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 WRB CHST15 NID2 CACNB3 SLC39A6 GSTA4 PKD1 TCEAL4 TRO C16orf45 TFAP2B NCAM1 GFPT2 WDR7 AHDC1 EFNA2 LDOC1 MAPRE2 ACD RASSF2 SCHIP1 RGS1 L1CAM PLA2G16 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 HIST2H2BE 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 KAL1 WIF1 LMO2 APOC1 CORO1A KLHDC3 HPR NEBL APOC4 COL9A3 ELF3 CLDN10 ZIC2 SLC9A3R1 GAGE2C 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 KIAA1539 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 B3GNT1 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 MLL 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 GUCY1B3 POLR2J APC2 ATP2B2 MAP7 WASF3 SLC1A6 SLIT1 ELAC2 C21orf2 MXD4 CCBL1 CACNA1A DUSP8 EFNB3 SPTBN2 ZNF238 CBX6 CALB1 NOVA2 ST3GAL5 RBMS3 SCO2 C11orf9 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 NEURL TRIM9 RYR3 BIN1 DLG4 POMZP3 CTSF SLC1A3 SH3BGR KAT6B CELF2 TSPYL4 CDK18 ProSAPiP1 KRT86 EXD2 CSPG5 SCN1B ACSL6 PITPNB CEP135 RNF144A ABCC5 RUNX1T1 INPP1 GRIK5 RND1 RSBN1 CDH22 PRKCB STAT2 CORT AAK1 PTPRZ1 ODZ4 NAB2 NAP1L3 GBF1 MTMR9 KIF3A LARGE 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 ACCN2 SLC6A3 LAMA2 THBS4 INHBB CITED1 DIRAS3 SEPT5 INSM1 DGCR2 SCRN1 RELN ATP1B1 ARMCX2 SPARCL1 GAL PARM1 CDH18
MODULE_101 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_101 GSTA4 GSTA2 GSTZ1 GSTM5 GSTM4 MGST2 MGST3 GSTA3 GSTM2 GSTP1
MODULE_102 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_102 HPRT1 PAICS DTYMK GMPS APRT MTHFD1 ADA UMPS ADSL GART ADK IMPDH2 NME1 CTPS PRPS1 PRPS2 NME2 NME4 CMPK1
MODULE_103 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_103 COX7A1 COX7B COX5B COX7A2 COX7C COX6C COX6B1 COX8A COX6A1 SURF1 COX5A COX4I1
MODULE_104 http://www.broadinstitute.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 GAGE7 SPINK2 KCTD17 CHRNB1 CHST1 ACR MYH2 DKK4 FZR1 AANAT PLIN1 T REPS2 LPHN3 ASIP NRXN1 GIP SSX4 SEMA7A ZNF143 PVRL1 STATH CSTF2 B3GNT3 PTH2R SCYL3 ABCA1 SLC7A11 CBL PIK3IP1 ARID1A NAT8 MLLT1 WHSC2 PPP3CA ZBTB24 CD8A NDRG2 ISG20L2 FUT3 TBX1 PAX6 SYT5 ABCB9 HOXD13 CDK5R2 GNG4 ARFGAP3 ZP2 HIST1H3E ADRBK2 GNG7 AKAP7 POM121L9P KRT6A ITIH1 REG1B RRH CD4 TNFRSF10D WASF2 CTAG1B CEACAM4 TAGLN3 CCL16 FAM13A RUNDC3A CYP27B1 ZC3H14 MLC1 NR0B2 MYCL1 HTR4 MPZL2 EDA NRG2 FKBP6 C19orf57 ADAM20 CYP2A7 INTS9 C5orf30 RASL10A PARD3 EIF1AY FAM131B SRPK3 SHBG CBLN1 KRT33B D4S234E TRIM10 SLC22A18AS FMO5 HOXD10 ADA EXOSC2 CYP2E1 PIGL MAPK13 HCRT MET LEFTY1 TBR1 ACTL6B CELA2B NTNG1 GLE1 CD86 RANBP9 PHF20 PDCD1 PGAM2 GREM1 KIAA0586 KIAA1539 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 C21orf2 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 SLMO1 TNFRSF10C TMSB4Y SYNGR4 RECQL5 RAD51D GHITM DNAH9 SZT2 S1PR2 EPOR CCKAR HLA-DOB BMP10 LYPD3 CD82 DNALI1 SLC7A4 KIF1C LRCH4 SPG20 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 ABP1 HSD17B1 PKP3 JAKMIP1 ING1 HMHB1 ACCN3 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.broadinstitute.org/gsea/msigdb/cards/MODULE_105 CNN3 LMO4 COL6A3 COL3A1 COL5A2 COL15A1 LUM ANXA1 CITED2 THBS2 UBXN1 GJA1 FGFR1 SOX4 GAS1 RBP1 ATF3 CYR61 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 TROVE2 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 KIAA0020 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 CARS DFFA SPARC ACTA2 RGS3 KIAA0141 LMAN2 TPBG BLM MKI67 SLC20A1 LEPREL4 PAFAH1B3 LPIN2 GTF2H1 ANXA8L2 PPARD GOT2 GCSH LAMA3 PFKFB4 MKNK1 MAD1L1 SAA1 COL4A2 CTGF PMP22 LGALS1 KNTC1 TOPBP1 MELK NEK2 HSPH1 PFKP CKS1B BIRC5 CTPS 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.broadinstitute.org/gsea/msigdb/cards/MODULE_106 CYP1B1 CYP4B1 CYP2B6 CYP1A1 CYP2D6 CYP2E1 CYP11A1 CYP2C9 CYP2C18 CYP2C19 CYP2C8 CYP2J2 CYP3A4 CYP3A7
MODULE_107 http://www.broadinstitute.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 CTSL1 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.broadinstitute.org/gsea/msigdb/cards/MODULE_108 CCL3 CXCL12 CCL2 CCL15 CCL21 CXCR4 PLAUR RALA CCL18 CX3CL1 CXCL2 CCR1 KAL1 IL8 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_110 CARS KARS NARS AARS AIMP1 SARS YARS QARS GARS IARS HARS EPRS HARS2 KHSRP LIG1 VARS
MODULE_111 http://www.broadinstitute.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 C21orf2 FEV DLG4 KRT86 SCN1B GBF1 KRT31 RGS16 ZNF167 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.broadinstitute.org/gsea/msigdb/cards/MODULE_112 GPC3 DPYSL3 COL3A1 GATM COL5A2 GPNMB CHGA CTSK COL15A1 SEPP1 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 KRT86 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.broadinstitute.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 KRT86 NAP1L3 RREB1 GPA33 C1orf61 ZNF167 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.broadinstitute.org/gsea/msigdb/cards/MODULE_114 SRGN GADD45G CLEC2B PGCP ADIPOR2 CHPF GYG1 FUCA1 PLA2G16 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 ATP5I ATP5G3 ATP5J ATP6V0E1 NDUFAB1 ATP6V0B ATP5J2 NDUFS5 NDUFA1 ATP5O ATP5G2 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 TCEB1 RPL15 SNRPG RPL21 RPL18A RPL38 RPS11 RPL7 SNRPD2 EEF1B2 MSI1 RPL11 EIF3H TCEB2 RPL24 RPL32 RAD23A RPL26 RAB10 ALDOA ABCC1 AP2S1 OAT ECH1 PRDX6 ACADM ALDH9A1 COX5B COX7A2 MDH1 LDHA PKM2 COX7C COX6C UQCRFS1 CYBA UQCR11 COX6B1 BST2 PLTP SLC25A5 PLP2 LBR PRDX4 PRDX1 SNRPB TPI1 GAA NME2 UQCRH UQCRQ UQCRC2 ATP5B PPA1 CD63 INHBB FAU UCP2 GPX1 LYZ HSPB1 RPL4 HINT1 TIPIN RPL13A SEC61B RPL28 NACA RPS5 RPL36AL RPL14 C2orf56 RPL23 CDC37 PPIB UBA52 RPL10A RPS3A RPS27A RPL10 GNB2L1 FAM96A 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 C14orf2 RPS27L CHMP2A MAGT1 P4HB EIF3M CCT8 KPNA4 RPL39 RSL24D1 TMEM59 TPT1 ARHGDIA SEMG2 BTF3 SCAND1 MRPL21 EXOSC7 CDC40 TMSB4X LSM5 ATPIF1 YME1L1 PIH1D1 C9orf89 TIMMDC1 PFN1 TSPYL1 C11orf48 TMEM147 FAM103A1 UXT GPX4 COMT TAF7 ZFP36L1 ARPC2 C6orf211 EIF3K CNIH CLIC1 MFSD1 ARPC1B ZNF706 CSNK2B FABP5 BEX1 RBX1 H2AFY C20orf3 SNX6 C20orf30 CCNDBP1 KIAA0368 DHRS7 GABARAPL2 MYL6 C10orf137 KRT24 C14orf166 TPD52L2 MRPS24 SF3B5 RB1 EXOSC4 GABARAP MGST1 DPP7 C19orf53 CIB1 XPNPEP1 C19orf56 RPE DPY30 ERRFI1 TPRKB
MODULE_115 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_116 ATP6V0A1 CSPG4 ATP6V1D ATP5A1 ATP5E ATP5D ATP6V1G1 ATP5I ATP5G3 ATP5J ATP6V0D1 ATP6V0E1 ATP6V0B ATP5J2 ATP6V0C ATP5O ATP5H ATP6AP1 ATP5G1 ATP5G2 ATP5L UCP1 ATP6V1B2 ATP5C1 ATP5B ATP6V1F ATP6V1H ATP6V1E1 UCP2
MODULE_117 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_117 SLC16A2 ALDH1A1 GATM C1QB IGFBP2 PTGIS ITGA7 SEPP1 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 IGJ 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 GAGE3 C19orf6 DLEC1 LEF1 AADAC SERPINA5 RGN GSTA2 SEPT4 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 CCDC94 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 HSAJ2425 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 FYB PBX2 CLC TCEA2 KCNQ2 GPR143 KCNAB2 KIF1A AKAP6 MYL1 KRTAP5-9 NTN3 SPTLC2 BLK KRT81 EPB42 MYH7 C15orf31 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 KLRAP1 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 DUX1 BFSP2 MAGEB2 F11 CROCC REM1 NAT2 TULP2 S100G CLEC4M CRHBP TRPC6 SCRG1 MYH8 CTSL2 TGM1 KCNS1 ARSG TBX6 PPP1R2P9 FSCN2 CA6 GLS2 AGTR2 ZFHX2 HSPA1B ATP1A2 PLA2G6 EMX2 USH2A HSD17B2 SYN3 PDE9A SLC30A4 GAGE12I C6orf105 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 LECT1 PRG4 SULT1C2 OTC SERPINI2 CSN1S1 VILL VNN2 MMP20 TMPRSS11D B3GALT5 NCAM2 AFM SCAND2 WNT8B NR2C2 SLC38A3 ANGEL2 MAGEB1 CREB5 TLL1 C9orf114 HIST1H3H GNRH1 LOC51047 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 FAM134B VNN1 LRRC6 MMRN1 LAMC2 SLC1A7 PMP2 ABCA6 PLA2G5 SCGB2A2 UGT1A4 HDC RENBP DSCR4 SLC14A1 XAF1 SLCO2A1 TFEC SPINLW1 C16orf3 C3orf27 ALX1 CDH6 CTAG2 JAKMIP2 ZNF239 ANKRD7 UGT2A1 GUCY1A3 BFSP1 ABCB11 LMX1B RASA3 ZNF185 MS4A3 HIST1H2AM KHK SOCS1 TRAT1 ESRRG SLC6A12 C4A RAPGEF3 RS1 DKFZp566H0824 HIST1H2AH 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 C15orf5 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 HIST1H2AG CD68 ABHD3 XKRY CFHR4 F13B CYP24A1 BLNK SLC12A1 LPA PRKG1 SLITRK3 CNGB1 HOXA2 TTPA HIST1H4B VGLL1 MYH3 KIAA0087 TRPC3 G6PC RORB EPHA1 NAALAD2 NUDT4 RYR2 TJP3 GYG2 BTK POLR3G KALRN BRDT ERCC6 SLC2A2 BCAS2 IAPP NFE2 ABCB4 LOC51045 TNNT2
MODULE_118 http://www.broadinstitute.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 ID2B UBXN1 GJA1 ITGB5 DARC 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 CYR61 DBP MAFF LDLR LAMB1 CCL2 JUNB AKAP12 ORM2 TNC EMP1 DBN1 PLAT WRB 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 HIST1H4C RND3 PNP HPRT1 CDC25B H2AFX 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 KIAA0101 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 PTRF 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 GAGE2C MAT1A TRA@ CD79A TRPM2 KCNN4 DSP KCTD17 ACR DKK4 CD22 FZR1 AANAT M6PR AGXT PVRL1 ABCA1 SLC7A11 ARID1A PARP2 TBX1 PAX6 ABCB9 TCL1A GNG7 MLC1 HTR4 EDA NRG2 C5orf30 SHBG SLC22A18AS ADA EXOSC2 KIAA1539 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 SLMO1 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 HIST1H2BK 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.broadinstitute.org/gsea/msigdb/cards/MODULE_119 IL1R1 IGHG3 DBP TRIB2 CD200 PGCP PTPRC MX1 CXCR4 HLA-DMA FADS1 PTTG1 TRB@ TNFAIP2 CYP27A1 IRF1 SELL ALOX5 SLC7A7 ACP2 PIK3C2B TCN1 DGKA NME3 STAT4 PIM2 IRF4 DDA1 CR2 STAT2 CD19 ITGB7 PTPRCAP BLMH NOV 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 TXLNG2P HVCN1 STAG3 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 SYNE2 XRN1 FLT3LG GMCL1 ZNF436 KCNQ5 MED12L MYOF APOBEC3G C10orf118 RNPC3 UTY AXIN1 TPTE NLRC5 PRO2133 PDE4DIP KIF27 CYFIP2 MYCBP2 ARMCX6 USP34 KIAA1486 PNPT1 ZP3 SPINT2 ITGA1 KANK1 ZNF322 EML4 C5orf44 KLF12 KLHL14 IL7 APOLD1 PASK CPSF7 DNMT3A HS3ST1
MODULE_120 http://www.broadinstitute.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 BAGE PDAP1 EPB41 P2RX4 NKRF PCSK7 TRIO
MODULE_121 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_121 MDK DAB2 PDGFRA MYC EPS8 NAMPT LRP1 BCL6 EMP3 IL6 EDNRA CYR61 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.broadinstitute.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 KAL1 ITGB2 ITGAM MSLN IL8 SELL ICAM1 PCDH17 CDH1 COL9A3 CLDN10 CD6 VTN NRP1 CX3CR1 COL9A2 NCAN SPOCK1 NEO1 RND1 ELN COL11A1 FBN2 EFNB1 MGP EMR1 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 CTGF 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.broadinstitute.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 GAS7 MYBL2 FOXM1 ILF3 CDKN3 MCM3 ELF4 DNMT1 EWSR1 STAT1 CXCL2 AIF1 IRF1 MNDA IL8 CXCL1 ELF3 SOX9 MEN1 KDM5C ZNF143 PTH2R REL ZBTB24 TBX1 PAX6 RRH MYCL1 HSF2 SIX6 ERCC8 ADRA1B E2F3 CDKN2A HMGA2 CDX1 ZNF211 TOX4 ADORA1 NFATC4 ZNF195 FOXG1 MLL ELAVL2 ZNF238 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 MEF2BNB-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 TCEB3 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 LOC51045 EIF2AK2 HIVEP1 ZBTB43 TSC22D2 CUL4A MECP2 ZNF254 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 PHF16 ARNT WHSC1 KLF7 PROP1 ZNF177 GRM1 POU3F4 PIK3CG APLNR ZFHX3
MODULE_124 http://www.broadinstitute.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 TROVE2 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 HNRPDL 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.broadinstitute.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 PAPD7 POLE BRCA2
MODULE_126 http://www.broadinstitute.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 KIAA1467 PRKCB ETV5 E2F1 HDGF CLEC11A FOSL1 PPIF PCDHGC3 PTPN7 MYB ATF5 GLA BLMH GART RFC3 ADK IMPDH2 ATP5J PCDH1 UBE2T FCGR1A TNFRSF21 CD180 RAN BZW1 ILF2 MAPK12 ASPH BIK MKI67 CCNA1 SLC20A1 KHSRP LINC00160 EDN1 ABCC1 MGST2 IFNGR2 NOX4 PPAT C9orf95 HMGB2 MELK SLC25A5 CDK4 TUBA1A CENPE BUB1 CKS1B POLQ ASPM CCNE2 AURKA ODC1 FAM54A CTPS 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 GSG2 SLC25A33 HSPA5 MFI2 NCAPG2 CDK5 AKAP10 ETV4 PPAP2A ZFAND3 YIF1B SMYD1 DUT DUSP3 TCF3 TIMM44 PPEF1 WDYHV1 NOMO1 EDEM3 SELRC1 METTL9
MODULE_127 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_127 SATB1 HIST2H2BE H2AFX CHAF1A CBX1 CENPA HAT1 BMI1 NAP1L3 HIST1H2BK HIST1H2AC HIST1H1C EZH2 HIST1H2BL HIST1H2BJ H2AFZ CHAF1B HIST1H2AE HIST2H2AA3 H1F0 HIST1H1A NASP SETDB1 H1FX BRCA2 KAT6A
MODULE_128 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_128 CD14 DAB2 MYLK PDGFRA VWF IL1R1 FN1 ITGB5 SRRM2 PDGFRB IER3 CD151 CCND2 LGMN CYR61 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 CTSL1 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 PPAP2B A2M FLJ11710 CEBPD APOL3 CPM KCTD12 HBA2 CSF1R FTL BBS2 CTSB VMP1 TNFSF13 NXPH3 ZNF347
MODULE_129 http://www.broadinstitute.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 IGJ 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 B3GNT1 SETBP1 GRIN1 GALR3 GPRC5B GPRASP1 MLL TUSC3 KHDRBS3 FOXO4 RALGPS1 WASF3 NOVA2 MTSS1 FZD7 TRIM9 NAP1L3 BCL9 ETV5 IFI44L COL11A1 NRG1 TNFSF12 CD3D BCL2L1 HIST1H2BJ GULP1 KDM5D INHA PCCA PAPSS2 FETUB SLC22A1 SERPINF2 SLC10A1 BCKDK BBOX1 DOPEY2 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 PET112 SYT17 FADS3 FAM50A TMEM8B DPAGT1 CELSR1 TCTA ZNF593 B4GALT4 ST3GAL1
MODULE_130 http://www.broadinstitute.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.broadinstitute.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 ANXA8L2 FGG CD59 IL11 F8 ITGA2 TFPI2 MMRN1 NFE2 ANXA5
MODULE_132 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_132 GPX3 GSTA4 NCF2 GSTA2 GSTZ1 GSTM5 GSTM4 MGST2 NCF1C MGST3 GSTA3 SOD1 GSTM2 GSTP1
MODULE_133 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_133 DARS CARS KARS NARS AARS SARS YARS QARS GARS IARS HARS EPRS VARS TARS FARSA
MODULE_134 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_134 EDNRA CXCR4 CCR1 HTR7 CX3CR1 GALR3 EDNRB CCBP2 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_136 COL6A3 KRT19 GSTM1 PPP4R2 CITED2 GJA1 ITGB5 DARC NFIL3 CLEC2B FOS IFI27 SLC43A1 ADIPOR2 STAT3 MSX1 RABGAP1 SV2B CHL1 CDH5 TBC1D9 UGCG PKIA MYBL2 TMED3 CCNG1 DEGS1 PTX3 SMAD3 MRPL47 IMMT UBE2J1 RARRES3 GPSM3 F3 DPYD ITGAM IL8 TYMP PROM1 EGFR CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 ZBTB7A CD8A CYP2A7 DDX17 ELOVL2 SLC11A2 TMEM97 RFX7 HMHA1 SOX1 SCARA3 BAIAP3 DCLK1 ELMO1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZNF167 S100A5 MYEF2 SDC3 CSF1 DDX11 MXRA8 SF3A1 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HYAL2 FURIN ENPP1 GSTZ1 ALDH1B1 RXRA SCD KIAA0664 NXPH4 ECEL1 KBTBD10 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 FPR2 MST1R EPHA7 SELP TNFRSF17 RNASEL PTPRF SLC9A6 EEF1D TCEB2 TUBA4A MAPK4 SLC19A1 NGF CD9 ART3 RFC2 DYNC2LI1 BARD1 PDE4D PHF3 DHRS12 AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 MAP4 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P HNRNPU LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIO3 DIRAS2 ADCK3 PTGS2 MTTP KIAA1524 CMTM6 ESPN PTPRT BPTF POLDIP3 C2orf43 GALNT3 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 COBRA1 NUPL1 PDCD6 CTSZ NXF1 YWHAB SENP1 PCSK5 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 SH3BP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 GREB1 FAM40B MED25 FAF1 BRAP PCGF1 GLT8D1 WRNIP1 PPIL2 CCDC90B KDELC1 TRIM7 ZNF638 ZMAT4 SOX21 MMP14 ANKRD1 CCNH NCRNA00159 C7orf42 UTP11L LMO7 C19orf73 ALDOA HS1BP3 MBD5 CPNE1 PTPLA DHODH EPS15L1 SLC17A8 BSDC1 MED14 PDCD2L LHPP SLC26A8 NMT1 MAGEL2 MICALL1 ZFP41 TNFRSF13C PRDM1 RARB LRRC4C CYP2B7P1 PITPNC1 LOC79999 FMN1 SPAG9 SFT2D3 C5orf20 REPIN1 FAR2 HOXC4 MAP1S EDN1 CENPK ZNF202 CEP55 NACAD CAPRIN1 MYH1 IGKC GSTM4 POU6F2 KLF13 C4orf21 CCDC48 ACSBG1 KIAA1522 NOL7 RHPN1 PAPOLA METTL22 ZMYM6 HSD17B12 GATA3 PDCD5 BHMT2 FLJ13224 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 FAM108C1 SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN DNAJC12 ZNF292 USP36 SNRNP25 PLEKHM2 C9orf82 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.broadinstitute.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 SEPP1 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 C10orf116 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 WRB CHST15 NID2 CACNB3 SLC39A6 GSTA4 PKD1 TCEAL4 TRO C16orf45 TFAP2B NCAM1 GFPT2 WDR7 AHDC1 EFNA2 LDOC1 MAPRE2 RASSF2 SCHIP1 RGS1 L1CAM PLA2G16 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 HIST2H2BE 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 KAL1 WIF1 LMO2 APOC1 CORO1A KLHDC3 HPR NEBL APOC4 COL9A3 ELF3 CLDN10 ZIC2 SLC9A3R1 GAGE2C 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 KIAA1539 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 B3GNT1 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 MLL 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 GUCY1B3 POLR2J APC2 ATP2B2 MAP7 WASF3 SLC1A6 SLIT1 ELAC2 C21orf2 MXD4 CCBL1 CACNA1A DUSP8 EFNB3 SPTBN2 ZNF238 CBX6 CALB1 NOVA2 ST3GAL5 RBMS3 SCO2 C11orf9 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 NEURL TRIM9 RYR3 BIN1 DLG4 POMZP3 CTSF SLC1A3 SH3BGR KAT6B CELF2 TSPYL4 CDK18 ProSAPiP1 KRT86 EXD2 CSPG5 SCN1B ACSL6 PITPNB CEP135 RNF144A ABCC5 RUNX1T1 INPP1 GRIK5 RND1 RSBN1 CDH22 PRKCB STAT2 CORT AAK1 ODZ4 NAP1L3 MTMR9 KIF3A LARGE 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 ACCN2 SLC6A3 LAMA2 THBS4 INHBB CITED1 DIRAS3 SEPT5 INSM1 DGCR2 SCRN1 RELN ATP1B1 ARMCX2 SPARCL1 PARM1 KRT17 AKR1C2 TTLL1 ZP3 ASCL1 PQBP1
MODULE_138 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_138 MYL9 EGR3 MYLK ENG PDGFRA CNN1 CDH11 ST5 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 KIAA0141 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.broadinstitute.org/gsea/msigdb/cards/MODULE_139 KRT19 WISP2 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 KIAA0182 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 C13orf15 NUP210L SLC4A10 MNX1
MODULE_141 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_145 IGHM GABBR1 PNRC1 DBP CD200 CD24 MX1 CXCR4 CDC25B PTX3 AKAP2 FGR IL4R TAP1 TNFAIP2 ALOX5 ARHGAP4 ATP2A3 TCL1A COL19A1 TMEM97 NTRK3 PDE2A PTPRO CTSF ProSAPiP1 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 FAIM3 IL24 ST7L TXNIP HDAC9 TTLL2 KCNA3 BIN2 VANGL1 KIAA0226L COL4A4 CACNG4 PTCRA FOXP1 KIAA0753 TXLNG2P HVCN1 UNC5D NEK11 BANK1 MED12L UTY SPINT2 MECP2 FADS3 MARCH1 BACH2 DGKD C3orf36 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 PRG4 MAP3K11 XIRP1 ICOSLG PCSK4 NCOA3 ODF2L
MODULE_146 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_146 DARC EDNRA PDGFRL NPY CXCR4 CALCRL PRB4 CCR1 CHRNB1 PTH2R RRH HTR7 HTR4 ADRA1B HTR2B CX3CR1 GALR3 SSTR2 EDNRB LPHN1 DRD3 AVPR1B CCBP2 CRCP S1PR2 CHRNE GPR3 CCL13 HTR6 EMR1 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 BAI3 HTR2C OR10H3 GPR1
MODULE_147 http://www.broadinstitute.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 NOV 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 GPER PNLIP ELL EXOSC4 MECP2 LIMS3 LEAP2 AUP1 PCGF3 CHORDC1 LIMCH1 TRIM4 NNT TXNDC16 ALG12 EID1 SLC25A37 CLIC4 KLHDC10 DBNDD1 TRAF6 MYLK2 PROSC VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3F3B RXRB IFT88 CC2D2A PIF1 THOP1 TRAM1 NCK1 CHRNA1
MODULE_148 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_148 PTGIS PTGDS ALOX5AP HPGD ALOX5 AKR1C3 ALOX15 CYP4F3 ACOX1 PTGS2 ALOX15B LTA4H PTGES
MODULE_149 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_149 SEC11A EEF1A2 SRP19 SRP54 EIF3I SRPR 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.broadinstitute.org/gsea/msigdb/cards/MODULE_150 EEF1A2 EIF2S3 EEF1G EEF1D RPLP1 SRP9 EEF2 RPLP0 RPLP2 EEF1A1 TCEB1 EEF1B2 TUFM TCEB2 EFTUD2
MODULE_151 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_151 SRGN GADD45G CLEC2B PGCP 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 ATP5E NDUFS4 ATP5I ATP5G3 ATP5J ATP6V0E1 NDUFAB1 ATP6V0B ATP5J2 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 TCEB1 RPL15 SNRPG RPL21 RPL18A RPL38 RPS11 RPL7 SNRPD2 EEF1B2 MSI1 RPL11 EIF3H TCEB2 RPL24 RPL32 RAD23A RPL26 RAB10 ABCC1 AP2S1 OAT ECH1 PRDX6 ACADM ALDH9A1 COX5B COX7A2 MDH1 LDHA IDH3B PKM2 COX7C COX6C UQCRFS1 CYBA COX6B1 TPSAB1 BST2 PLTP SLC25A5 PLP2 LBR PRDX4 PRDX1 SNRPB TPI1 GAA NME2 UQCRH UQCRQ UQCRC2 ATP5B PPA1 CD63 INHBB UCP2 GPX1 LYZ RPL4 HINT1 TIPIN RPL13A SEC61B RPL28 NACA RPS5 RPL36AL RPL14 C2orf56 RPL23 CDC37 PPIB UBA52 RPL10A RPS3A RPS27A RPL10 GNB2L1 FAM96A 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 C14orf2 RPS27L CHMP2A MAGT1 P4HB EIF3M CCT8 KPNA4 RPL39 RSL24D1 TMEM59 SEMG2 BTF3 MRPL21 EXOSC7 CDC40 LSM5 ATPIF1 PIH1D1 C9orf89 PFN1 UXT GPX4 COMT TAF7 ZFP36L1 ARPC2 C6orf211 EIF3K CNIH CLIC1 MFSD1 ARPC1B ZNF706 CSNK2B FABP5 BEX1 RBX1 H2AFY C20orf3 SNX6 C20orf30 CCNDBP1 KIAA0368 DHRS7 GABARAPL2 MYL6 C10orf137 KRT24 C14orf166 TPD52L2 MRPS24 SF3B5 RB1 EXOSC4 GABARAP MGST1 DPP7 C19orf53 CIB1 XPNPEP1 C19orf56 RPE DPY30 ERRFI1 TPRKB
MODULE_152 http://www.broadinstitute.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 ATP5A1 NDUFS3 NDUFS8 NDUFA4 ATP5E NDUFS4 ATP5D ATP6V1G1 ATP5I ATP5G3 ATP5J ATP6V0D1 ATP6V0E1 NDUFAB1 ATP6V0B ATP5J2 NDUFS5 NDUFA1 ATP6V0C ATP5O ATP5H NDUFB3 ATP6AP1 NDUFB8 NDUFA2 NDUFB5 ATP2C1 NDUFB10 NDUFA3 ATP5G1 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 C21orf33 UQCRH UQCRC1 UQCRQ UQCRC2 SDHD COX6A1 COX17 ATP6V1B2 ATP5C1 SURF1 COX5A COX4I1 ATP5B ATP6V1F ATP6V1H SDHA ATP6V1E1 TOMM20 VDAC1 NME4 C14orf2 PRDX5 GPX4 HADHA BNIP3 MGST1 TRAP1 LACTB HSPE1 BNIP3L HAX1 HADH ACAA2
MODULE_153 http://www.broadinstitute.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 CTGF PLOD1 HOXB13 KRT17 KRT6B KRT1 KRT16 LAMB3 FABP5 LAMC2 S100A7 SNAI2
MODULE_154 http://www.broadinstitute.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 ANXA8L2 CYP26A1 LAMA3 SAA1 ODZ2 DMRT2 CLDN8 FXYD3 HAS3 KRT17 KRT6B KRT1 FGFBP1 FASN F2RL1 CDH3 KLK10 TFPI2 LAMC2 COL17A1 LGALS7 EIF2B3 ANGPTL4 C9orf125 PTHLH LIPG PPP1R14C KLK5 MRAP2 ROPN1L KLHL13 DSC3 B3GNT5 CSF2
MODULE_155 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_155 CCT6A VBP1 SSR1 TNPO1 TOMM34 LRPAP1 HSPA8 DNAJC7 CCT4 BAG3 ABP1 PPIC KPNA2 FKBP1A ERP29 DNAJA1 KPNB1 HSPE1 PDIA6 PDIA5 HSPD1 KDELR2 SSR2 ATF6 KDELR1
MODULE_156 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_156 IGHM PTGIS COL6A1 EVI2B AP2A1 PLAGL1 RGS5 IGLJ3 CACNG4 NUP107 ZNF185 APOPT1 CPSF3L AHNAK NUDT22 WWC3 NEUROD6 ZNF266 MGA PLEKHA1 CRYZL1 NCS1
MODULE_157 http://www.broadinstitute.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 KRT86 KRT31 RGS16 ZNF167 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.broadinstitute.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 PAPD7 POLE BRCA2
MODULE_159 http://www.broadinstitute.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 TCEB1 ARF4 RRAGA GNAS EIF4H TUBB3 KARS EEF1B2 TUBA3C RAP1B NARS TUFM EIF4A2 EIF3H TCEB2 RAB14 GTPBP6 EIF3J EIF3C ARF5 EIF5A SEPT2 EIF4EBP2 GNAI2 TUBB4B EIF3D AARS EIF2S1 ZC3H11A SLU7 EIF4G2 RHOA RIT1 RAB10 ETF1 R3HDM1 RAB5A EIF6 RALB GNA12 RAB2A MX2 RAB27A CDC42 ARL3 RAB1A RAB8B EIF2S2 SEPT7
MODULE_160 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_160 CARS KARS NARS AARS SARS YARS QARS GARS IARS HARS EPRS HARS2 KHSRP VARS TARS
MODULE_162 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_163 EMP2 ACTN1 PER1 LUM VWF DHRS3 ID2B EGR1 PVRL2 SERPINE1 HSPB2 VAMP5 STAR DDIT4 CHL1 TSPAN8 BCAS1 NTRK2 USP6 HIST1H4C UBE2C TMEM106C MAPRE1 EIF4EBP1 SEMA6C SLC39A7 SRP54 STK25 UBE2E1 TYMP SFTPD RBMS1 CREB3L1 PSCA SERPINB5 FOXJ1 KLK11 MYL2 T 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 C20orf152 VPS45 SYN1 NTRK3 CD99L2 TNNT1 KIAA1467 PRRG3 TRAPPC6A TBL3 CA4 KCNA4 HAS2 KIF3B HMHA1 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 CCDC72 TMEM40 TIRAP SCAPER N6AMT1 TEX14 CCHCR1 EDN2 ZNF195 HOOK1 HRAS DDA1 TERT BCAP29 DDX39B FEZ2 ZNF175 FAM189A2 CECR2 GLT8D2 TMEM231 TTI1 POPDC2 IL33 DNAJC10 PLAC2 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 IL14 HIST1H1C RBM42 HIC2 NDUFA2 CCS SPP2 FETUB DAO AKR7A3 TULP1 BHMT SYNPO2L BAAT NXPH4 BBOX1 GALNT13 SIPA1L2 DLGAP2 SEZ6L2 EPB41L4A FOXF2 ARHGEF25 ARMCX5 C21orf37 ERO1LB DOPEY2 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 MEF2BNB-MEF2B CPA1 MKI67 ZNF821 WDR46 BPIFA1 SIAH1 TBC1D8B ZCCHC4 C21orf62 C1orf20 CPNE1 CCDC48 BEND5 HPCAL1 NCF1C FAIM3 STX11 SKAP2 FMNL1 IFFO1 UMOD IL1A PALLD THSD7A SLC25A28 NLRX1 PERP HIF3A ZNF365 C8orf4 TXNIP SPO11 GCM2 GNGT2 TLL2 GTF3C4 LOC84856 ADAMTS5 XKR4 SYT4 RGS8 COBL WDR75 OTX2 PCDHB15 ADAMTSL1 ACE2 SLC22A2 INVS KLK4 BSCL2 KLHL3 COL20A1 NUSAP1 SPDEF C9orf9 ANKZF1 ADPRHL1 ZNF777 C8orf34 GPRC5C MUCL1 CAPNS2 DPM3 SMPD2 ACYP2 C11orf30 KLHL25 NOX4 DIS3 GPR35 OTOF GRP HCG4 NLRP12 AJAP1 ZNF462 OAS3 MCPH1 PGLYRP4 DKFZP586B0319 FASTKD1 STX1B FAM64A MED15 TMEM200A LRRC8D CDKN2B PPFIA2 C22orf31 SOHLH2 SGSH CPA6 PRSS3 MYBPH FAM199X C7orf58 ROBO4 FAM135B PDE5A ERMN BEST3 ASB12 DMXL2 TRPA1 FAM19A5 RBM15 SNURF ITIH5 TOX2 ICOS GPC4 PBK GALNTL2 KCNV1 S1PR5 SLC22A8 GRIP2 PURG CELA2A GTF3C1 ANO3 EPS8L3 PPP1R13B CSMD3 C11orf74 TSHB DDN LPPR4 ITLN2 TOR2A GPR172B AKAP4 FLJ21272 HBXIP POLE2 PGAP3 ADARB2 ZNF343 MEGF11 PCNP HMGA1 FAM55D 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 SUV420H2 RAB27A TTN HMBS GABRA2 BPESC1 C20orf20 REM2 PRR5L KIAA1324 ALKBH3 CCDC135 THAP10 C3orf55 SPZ1 POF1B RP2 ANKRD27 FLNC CCL26 KLHL32 CCDC65 RIPK4 RAD21 UPB1 OSTC FDX1L TAF4B DSCAM KLRG1 KCNS2 ACBD6 CNDP1 ADAT3 PSD2 SCGB3A2 STK32B RAB7B KIAA1107 BCAS4 SLC35A5 RTTN ADAMTS12 STK38L CACNB4 C2CD3 HDAC9 NXT2 GPN2 SAG CTPS2 ATP2B3 TOMM22 TGM4 FAM134A C1orf124 TDRD7 SH3RF1 SPINK1 XPNPEP2 FBXO5 KCNJ11 SLC15A2 GRB14 HIST1H2AE STC2 CRB1 WNT4 CDO1 CASR TGM7 IL17B TLR7 MRPL50 PLXNA1 NPC1L1 ADAM6 PCA3 C4orf17 C21orf119 FKTN NALCN KIAA0319 DGCR5 MCOLN3 RIPPLY1 SLITRK5 DYDC2 CLEC3A NPVF FAHD1 SHISA3 POLR3B SERGEF DNAJC30 DGKI PRKAG3 ST6GALNAC1 HCRTR1 IBSP DNMT3B SAGE1 SUSD4 DKFZp761K1824 RASL12 CDH10 SLC2A9 SNX10 ADAMTS7 FAM46B MYO16 TXNDC5 TCTN1 MPP4 CAPZA2 C17orf59 ATP10D OR51E2 R3HDM2 UPF3B RANBP3 ERV3-2 DLX3 C20orf26 PLDN AVIL EYA1 MYO3A VAMP8 PCDHGB6 TMEM45A CHFR DOCK1 COL4A4 FGF5 TLX1 C6orf64 PELI2 SEMG1 MYO15B RAB3C DNAJC22 VWA1 SLC6A16 ZDBF2 NOS2 SRXN1 ZNF649 RAD51AP1 KCNB1 TLX2 KCNH3 ANO10 MYCN PEX11B P2RY1 SLURP1 RBM23 SEMA6B UST HRASLS5 MAPK15 CACNG4 GABRA6 PFAS MYH14 C6orf50 LRSAM1 FAM75A7
MODULE_164 http://www.broadinstitute.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.broadinstitute.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 SEPT6 ITGB7 FLT3 PLEK HK3 LILRA2 PRTN3 PRSS3 GSTA2 LGALS4 FABP1 RBM38 C5AR1 TLR1 CD247 CD27 RHOH KRT13 CXCL10 FYB 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.broadinstitute.org/gsea/msigdb/cards/MODULE_166 PECAM1 SLC23A2 PKD1 EPB41L2 INA PSMD7 IL1RL1 C4BPB PHYHIP PRSS2 ETV5 ELN PTH1R ARSA SARS TRIP12 NUP88 WNT2 ADCY7 ST7L ACBD6 SLC12A5 NT5DC2 DNAH11 ZFP106 CSF1R TPT1 AVIL DOCK1 TAF7 CRY1 MIF4GD RSF1 NR1H3 PAK1IP1 ABCB8 JHDM1D CHAMP1 FNTB IPW HIST1H3D ZC3H3 PLEKHB2 ZNF160 DGAT2 CXorf36 INPP5B ASB16 FAM35A SEC61G SMG5 HOXD1 NEFH NMT2
MODULE_168 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_168 HIST2H2BE H2AFX CBX1 CENPA CENPF MAP2 MAP7 TERF2 HIST1H2BK HIST1H2AC HIST1H1C HIST1H2BL HIST1H2BJ HMGB2 CENPE H2AFZ HIST1H2AE HIST2H2AA3 H1F0 HMGB3 TOX CHD3
MODULE_169 http://www.broadinstitute.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 HIST1H1C 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 SCAND2 STAG3 BMP7 TOX AICDA ID2 MYBL1 DHRS9 TNS3 PAG1 JUP DTX1 HEATR5A ZNF16 ZNF608 SMAD7 TXN ASB13 FLJ11292 SORL1 BCL7A RIPK3 SVEP1 CRLF3 SLC39A10 RGL3 KLHL6 PRKAR2B NPIPL3 KCNJ5 KAT2A STIM2
MODULE_170 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_170 CD14 DAB2 MYLK PDGFRA VWF IL1R1 FN1 ITGB5 SRRM2 PDGFRB IER3 CD151 CCND2 LGMN CYR61 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 CTSL1 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 PPAP2B A2M FLJ11710 CEBPD APOL3 CPM KCTD12 HBA2 CSF1R FTL BBS2 CTSB VMP1 TNFSF13 NXPH3 ZNF347
MODULE_171 http://www.broadinstitute.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 CTSL1 TNFAIP6 XCL1 UNC79 PNMAL1 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 TRD@ IGLJ3 SAMSN1 HLA-DPA1 SLC40A1 HLA-DRB3 POLR3B CACNG4 PELI1 ABTB1 FOXP1 KIAA0753 TXLNG2P HVCN1 STAG3 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 SYNE2 GMCL1 KCNQ5 C10orf118 UTY AXIN1 NLRC5 PRO2133 PNPT1 CMKLR1 PRIC285 TTC30A TREM1 PPP1R16B SDC2 TPTE2 RRP15 MCU STK31
MODULE_172 http://www.broadinstitute.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 CTSL1 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.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_176 GPC3 DPYSL3 COL3A1 GATM COL5A2 CHGA CTSK COL15A1 SEPP1 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 KRT86 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.broadinstitute.org/gsea/msigdb/cards/MODULE_177 TNFAIP3 IFI16 DUSP6 RHOB SGK1 CRIP1 TFRC RGS1 PTPRC HLA-DQA1 H2AFX 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 KIAA0247 PSG11 ALDH18A1
MODULE_178 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_178 ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 IL8 T JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 FIGF FGF6 VEGFC KDR
MODULE_179 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_179 COL6A3 KRT19 GSTM1 PPP4R2 ANXA1 CITED2 EFS FN1 GJA1 ITGB5 DARC 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 RARRES3 GPSM3 CD163 DPYD ITGAM IL8 CSF2RB IL13RA1 CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 HMHA1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZNF167 S100A5 MYEF2 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 ALDH1B1 SCD KIAA0664 NXPH4 KBTBD10 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 LGALS3BP FPR2 MST1R EPHA7 SELP RNASEL PTPRF EEF1D TCEB2 TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P HNRNPU LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIO3 DIRAS2 ADCK3 PTGS2 KIAA1524 CMTM6 ESPN PTPRT BPTF POLDIP3 C2orf43 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 COBRA1 NUPL1 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 GREB1 FAM40B MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B KDELC1 TRIM7 ZMAT4 SOX21 MMP14 NCRNA00159 C7orf42 UTP11L C19orf73 ALDOA HS1BP3 MBD5 PTPLA DHODH EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 LOC79999 FMN1 C5orf20 REPIN1 FAR2 NACAD IGKC POU6F2 C4orf21 CCDC48 KIAA1522 NOL7 PAPOLA FLJ13224 GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG AGAP2 RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C FAM108C1 SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN USP36 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 SQRDL ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A KIAA1715 LRRC14 ALKBH4 TH1L MED28 FAM70A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A GM2A PPP2R2C DNAJB9
MODULE_180 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_180 MDK KRT19 AKR1C1 WISP2 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 KIAA0182 PDGFB CYBA DPP4 VAV3 KIAA1107 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 C13orf15 NUP210L SLC4A10 MNX1 NR1H3 JUP METTL7A SSH3 CDS1 MOSC1 LRRC37A4 LRRC4 NEK3 SLC38A1 IL17RB TPD52L1 ESRP2 NUP210 NAT1 OLFM2 FLJ42627
MODULE_181 http://www.broadinstitute.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 GAGE7 SPINK2 KCTD17 CHRNB1 CHST1 MYH2 DKK4 FZR1 AANAT PLIN1 T REPS2 LPHN3 ASIP NRXN1 GIP SSX4 SEMA7A ZNF143 PVRL1 STATH CSTF2 B3GNT3 PTH2R ABCA1 SLC7A11 PIK3IP1 NAT8 MLLT1 WHSC2 PPP3CA ZBTB24 NDRG2 ISG20L2 FUT3 TBX1 SYT5 ABCB9 HOXD13 CDK5R2 GNG4 ARFGAP3 ZP2 HIST1H3E ADRBK2 GNG7 AKAP7 POM121L9P REG1B RRH CD4 TNFRSF10D WASF2 CTAG1B CEACAM4 TAGLN3 CCL16 FAM13A RUNDC3A CYP27B1 ZC3H14 MLC1 NR0B2 MYCL1 HTR4 MPZL2 EDA NRG2 FKBP6 ADAM20 C5orf30 RASL10A EIF1AY FAM131B SRPK3 SHBG CBLN1 KRT33B D4S234E TRIM10 SLC22A18AS HOXD10 ADA EXOSC2 CYP2E1 PIGL MAPK13 HCRT MET LEFTY1 TBR1 ACTL6B CELA2B NTNG1 GLE1 CD86 PGAM2 GREM1 KIAA0586 KIAA1539 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 C21orf2 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 SLMO1 TNFRSF10C RECQL5 RAD51D S1PR2 EPOR CCKAR BMP10 LYPD3 CD82 SLC7A4 KIF1C LRCH4 SPG20 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 ABP1 HSD17B1 PKP3 JAKMIP1 ING1 HMHB1 ACCN3 CCDC9 PNOC TNFRSF21 LCE2B SCGN KCNN1 RAP2C ADRA2C CXCL5 NR2E3 GALNS HOXB1 PIGO GAS8 RCVRN TNFRSF6B TAOK2 MTA2 DNAJB12 BRMS1
MODULE_182 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_182 PKD1 KLF10 LIPA ALCAM DMD NUP205 SEC24C CREBZF PMAIP1 MARCH6 GTPBP1 ZHX2 RBBP6 NFYA PIBF1 MED14 KLRAP1 FYTTD1 WDR75 NOX4 SH3TC1 MIOS LBR DBF4 MDM2 SGCD SCYL2 PRKCI HLA-DRB3 NRAS OPA1 INTS7 NMD3 EIF2C2 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 SMEK2 RLF TACC1 AKR1D1 SBNO1 SEC16A NFATC1 GLCCI1 STK10 PUM2 DNAJC5B KIAA0894 BET1L DNAJA3 UBR7 RNGTT SLC25A22 RAB8B KIAA0528 USP25 PIP5K1A MUS81 SMC5 C16orf62 DCLRE1C SP1 BRAF TUG1 GPR44 SH3BGRL PARP16 NCOR1 PURA A1CF TLE4 MICAL3 SIDT2 ZMIZ2
MODULE_183 http://www.broadinstitute.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 HNRPDL HNRNPU ZNF638 SRSF1 PRPF4B DDX23 SRPK2 PRPF8 THOC1 ADAR PPP1R8 CHERP DHX8 DUSP11 SPOP SART3
MODULE_184 http://www.broadinstitute.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 MUT ALDH2 ACADS
MODULE_186 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_188 IGHM IGHG3 GABBR1 PNRC1 DBP CD200 PTPN12 CD24 MX1 CXCR4 CDC25B PTX3 AKAP2 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 FAIM3 ARHGAP25 SP110 IL24 TXNIP HDAC9 TTLL2 KCNA3 BIN2 VANGL1 TRAF3IP3 PLAC8 HLA-DRB3 KIAA0226L COL4A4 CACNG4 PTCRA ADAM28 FOXP1 KIAA0753 TXLNG2P HVCN1 UNC5D NEK11 BANK1 KCNQ5 MED12L C10orf118 UTY PRO2133 SPINT2 MECP2 SELRC1 FADS3 MARCH1 BACH2 DGKD C3orf36 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 PRG4 MAP3K11 XIRP1 ICOSLG PCSK4 NCOA3 RAX2 MUTED EMR2 OSBPL10 CECR1 C9orf46 HEATR6 FANCF CXorf21 SMCHD1 ANKRD28 COQ9 NAALADL1 TSPAN32 CLDN15
MODULE_189 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_189 HIST2H2BE H2AFX CHAF1A CBX1 CENPA HAT1 BMI1 NAP1L3 HIST1H2BK HIST1H2AC HIST1H1C EZH2 HIST1H2BL HIST1H2BJ H2AFZ CHAF1B HIST1H2AE HIST2H2AA3 H1F0 HIST1H1A NASP SETDB1 KAT6A
MODULE_190 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_190 IGFBP2 WISP2 IGFBP3 IGFBP6 CYR61 LTBP1 NOV IGFBP1 CTGF HTRA1 IGFBP7 IGFBP5
MODULE_191 http://www.broadinstitute.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.broadinstitute.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 PPAP2B 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 C1orf38 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 AKAP5 FRMD4A CRBN DCAF10 DHX34 LGALS8 BOD1L 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.broadinstitute.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.broadinstitute.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 NOV 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 HIST2H4A GATAD2A ZNF423 CKB BMP2 ZNF667 ROPN1 ITGA8 RNF4 RPL10 PTMA SLC25A16 ZNF217 SETDB1 GPER PNLIP ELL EXOSC4 MECP2 RABIF LIMS3 LEAP2 AUP1 PCGF3 CHORDC1 LIMCH1 TRIM4 NNT TXNDC16 ALG12 EID1 SLC25A37 CLIC4 KLHDC10 DBNDD1 TRAF6 MYLK2 PROSC VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3F3B 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_197 JUN MYC CDKN1C CITED2 EGR1 SOX4 FOS ATF3 JUNB NDN SMARCA2 SATB1 CXCR4 ETS2 TLE1 GAS7 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 MLL ELAVL2 ST18 ZNF238 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 ZNF254 PRH2 ING2 KLF11 KDM5A TBRG4 CBFA2T2 KDM4A SMARCA5 WHSC1 SNAPC5 CDK3 TOX ZNF16 WDHD1 TXNL4A GABPB1 TERF1 BRPF1
MODULE_198 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_198 KRT19 JUN PER1 MYC CDKN1A SOX4 FOS CCND2 JUNB CALU MSX1 SATB1 HIST2H2BE TLE1 ZIC1 STMN1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 H2AFX 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 MLL RNF144A BCL9 AP3M2 LHX2 WBSCR22 POU4F1 RAD51D CDKN2C E2F1 FOSL1 PPP2R5D FANCG ESPL1 RPA2 ORC1 HIST1H2BK 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 H2AFZ 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 RDBP 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 PAPD7 ACTR1A CLK2 HR CCNT1 GTF3C2 POP7 HOXA13 APLP2 MLL2 POLE KIF22 TULP3
MODULE_199 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_203 HIST2H2BE H2AFX CENPA RBMXL2 HIST1H2BK HIST1H2AC HIST1H1C HIST1H2BL HIST1H2BJ H2AFZ CHAF1B HIST1H2AE HIST2H2AA3 H1F0 HIST1H1T HIST1H1A
MODULE_204 http://www.broadinstitute.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 KIAA0020 MSH2 HRAS CARTPT TM7SF2 CRMP1 GRIN1 SV2A TRPC4AP PRPF6 ABCC5 RSBN1 PTPRCAP RNASEH2A EZH2 GART TFAP2A CCS MPG DOPEY2 CD27 PTK7 PSMD13 CXCL10 BBC3 CCL19 COG5 SPIB CAND1 NUPL1 TRIM22 CPVL PGAP2 CEL FXYD3 CHI3L1 ICA1 POLR1C C11orf51 SOCS2 DDX23 UGT1A4 BLNK TMEM8B PQBP1 POU2AF1 NUP210 CHKB GORASP1 ZNF263 GMDS HIST1H2BD SCML2 NDEL1 MYO1A SF1
MODULE_205 http://www.broadinstitute.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 GLT25D2 KIF1B FBN2 ZBED4 PRSS16 FDXR CNTN2 CRYBA4 LYZL6 ST14 TP53 KIF14 SLC26A2 XK CDHR2 PVRL1 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 C20orf177 TMEM159 ANGPT2 ULBP2 PRLR KCNJ11 SEPT5 TF KIAA1462 CITED4 C14orf34 MDM1 OPA1 WNT5A HSD17B7 ICA1 GALNT10 CLEC3A DKFZp761K1824 TCTN1 PLDN C6orf64 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 KIAA1609 FANCD2 ADCY4 NPEPL1 GPD2 PAQR8 KCNK15 GNAZ TRAIP CD109 KIAA1383 C8orf39 PLCXD1 SMYD4 RBM14 LRRC49 PDLIM2 CELF4 KISS1 CCDC41 MYO19 FAM48A ADCY10 FBXL2 PARD6B MYRIP ASPHD2 MLF1IP CASP8AP2 SEC14L2 RCOR3 GPR88 TLR10 KIRREL3 PCDHB2 OTUD3 CORO6 SEMA5B C10orf12 LGR6 USMG5 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 XRCC6BP1 PPFIA3 HPS3 NPHS1 LUC7L3 FKBP14 ZNF681 FBP2 ABCA2 GNL3LP1 IFT81 ZNF286A FLJ13385 CIB2 TWSG1 PTPN14 NARF SYNJ2 FANCM WNT5B SSX3 ZFP90 ZNF444 COG4 ARMC7 FLJ38668 KIAA0930 NDUFAF4 ITSN2 SLC25A21 CEP41 ZNF702P PLXNB3 SCAND3 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 C5orf28 HHAT MRP63 PSORS1C2 CABS1 SMCR7 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 FAM129B CCDC28A
MODULE_206 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_206 ECM2 SEPT10P1 MBNL1 TSPAN3 SFXN3 RFTN1 RABGAP1 FADS2 PTP4A3 LPIN1 GPR126 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 KDELC1 UFL1 LHB PRDX6 DHCR24 SNAP47 GATAD2A POLD3 TMEM5 NTF3 FGFBP2 HOXB6 NMNAT2 ANKRD11 STK17B C11orf51 NET1 CCNO FHL3 KIAA0087 GYG2 TRIO COL4A5 HIVEP1 CUL2 PTGES JHDM1D KLHL6 TPD52L1 CLDN15 MLF1IP ZNF444 SRGAP3 MOBP PRSS27 MBTPS1 LSM6 ANGPTL1 KIAA0090 COPG2IT1 BRIX1 NFE2L3 MAP3K1 MS4A6A COLQ HERC3 FAM167A IST1 PAFAH1B2 NUDT9 C12orf51 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 SMEK1 DDX25 RNF135 ATR WDR36 GPATCH2 SPCS2 ST3GAL6 ATXN2L ZNF184
MODULE_207 http://www.broadinstitute.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 KBTBD10 MED8 DLGAP2 PPP1R17 ACTR3B UBE2T CDHR2 TSKU PBRM1 KIAA1210 CARD18 ACPT GDA GAL3ST3 FAIM2 TFB1M CFL2 FA2H C12orf11 SEZ6L2 ZKSCAN5 PVRL1 KLHL20 OGDHL ATG4D ST6GALNAC5 PANK1 GDAP1L1 GPRC5D DNAJC27 ATPAF2 C6orf168 HOXC10 EPB41L4A SLC4A5 RANBP17 FLRT3 CENPJ MTHFD1L ACTN2 SNTG2 TRIT1 IFT57 DPEP2 APBB1IP NRIP3 LINGO1 SPG11 FAM91A2 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 FAM158A GOSR1 CD93 MZB1 LGI2 TMCO7 THOC2 FBXO34 VAPB TRPM1 ADCK2 TRIM5 CPNE4 TMEM163 HEBP1 C21orf37 CSGALNACT2 TMEM144 ERVH48-1 ERO1LB DNAJC14 HINFP ZHX2 VDAC3 CLOCK MRPL36 DOPEY2 NSFL1C FAHD2A STRA6 KIAA1045 GCFC1 RBFOX2 DHX58 NLN PPDPF ANKRD13A C20orf4 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 FLJ14126 MSH5 DISC1 MKI67IP ABCA5 DDHD1 SMARCAD1
MODULE_208 http://www.broadinstitute.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 CTSL1 TNFAIP6 XCL1 UNC79 PNMAL1 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 TRD@ IGLJ3 SAMSN1 HLA-DPA1 SLC40A1 HLA-DRB3 CD74 POLR3B CACNG4 PELI1 ABTB1 FOXP1 KIAA0753 TXLNG2P HVCN1 STAG3 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 GMCL1 KCNQ5 C10orf118 UTY AXIN1 NLRC5 PRO2133 CMKLR1 PRIC285 TTC30A TREM1 PPP1R16B SDC2 TPTE2 RRP15 MCU STK31
MODULE_209 http://www.broadinstitute.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 CTSL1 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_211 MMP1 MMP9 PEPD CHIT1 MMP11 AGA MMP7 MMP2 MMP10 MMP13 MMP3
MODULE_212 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_212 RNASE4 MTUS1 ALDH1A1 DPYSL3 GATM PEG10 PLA2G2A ALDH7A1 AKR1C1 ID2B GPX3 DUSP6 DDX42 SERPINE1 PNRC1 NUPR1 RHOBTB3 PGCP UGDH PIM1 FUCA1 NNMT CYB5A SV2B LIPA CADM1 FADS2 GOT1 DDX3Y INSIG1 ACSL1 HIST2H2BE 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 ATP5E 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 SEPT2 OAS1 SUCLG1 CTSL1 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 ATP5B GSTA3 GPX1 LYZ A2M FTL HINT1 FAM96A PHB2 SPG21 SOD1 MAGT1 P4HB GLB1 LAP3 ARL4D BCKDHB HADHA COMT SRD5A2 PDIA3 CHI3L1 MAP2K5 BNIP3 PIN1 NAT2 BCHE GSTM2 SELENBP1 MYO1E CETP C6orf211 MFSD1 C20orf30 DHRS7 MGST1 PON1 VNN1 CAMK1 CDK5 PPAP2A 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 TMEM2 SULT1E1 IMMP2L KLHDC2 BTD CA5A SLC25A15 HACL1 HEXB C19orf12 TUBGCP6 CD320
MODULE_213 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_213 CFD GPNMB SLC2A3 CHGA PLA2G2A SOX4 C10orf116 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 MLL APBA2 NAB2 RAB11B ADARB1 ELN DPEP1 NRG1 PTPN7 ICAM3 SEPT6 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.broadinstitute.org/gsea/msigdb/cards/MODULE_214 SCNN1A GABRP CHRNB1 GABRB3 GLRB GABRG2 ACCN1 CHRNE ATP6V1B1 HTR3A CHRNA4 CHRNA2 CHRNB3 GLRA1 GABRG3 GABRR1 RYR1 GLRA2 CHRNB4 P2RX3 GLRA3 CHRNB2 GABRA2 GABRD GABRA5 TRPC3 P2RX4
MODULE_215 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_219 HPRT1 RRM1 PAICS DTYMK RRM2 GMPS TYMS APRT MTHFD1 ADA UMPS ADSL ITPA AK2 GART ADK IMPDH2 ATP5E ATP5I ATP5J2 NME1 CTPS PRPS2 NME2 ATP5B NME4 CMPK1
MODULE_220 http://www.broadinstitute.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 KAL1 ITGB2 LMO2 IL8 CXCL1 TBX2 KRT15 ELF3 BMP1 KRT14 KRT5 SOX9 PI3 HOXB2 DOK1 SIX1 HLF T SEMA7A DVL1 CAPN3 POU6F1 PLXNA3 MEF2C WHSC2 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 NEURL DLG4 CELF2 RND1 NAB2 ADARB1 COL11A1 UGT8 AKAP3 SLIT3 ACCN1 AMELX KRT85 SIX3 MATN1 CCBP2 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 CTGF 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.broadinstitute.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 MUT ALDH2
MODULE_222 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_222 HIST2H2BE H2AFX CBX1 CENPA CENPF MAP2 MAP7 TERF2 HIST1H2BK HIST1H2AC HIST1H1C HIST1H2BL HIST1H2BJ MAP4 HMGB2 CENPE H2AFZ HIST1H2AE HIST2H2AA3 H1F0 HMGB3 TOX
MODULE_223 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_223 EMP2 MDK DAB2 PDGFRA MYC EPS8 NAMPT LRP1 BCL6 TGFBI EMP3 IL6 EDNRA CYR61 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.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_229 CITED2 FOS JUNB DDX1 DHX9 SOX9 TFAP4 STAT2 GATA1 FOSL1 XRCC6 XRCC5 EIF4A2 CHD4 BLM TCEB3 MYCN GTF2F2 DDX5 PRPF4B DDX23 ERCC3 HELZ ZNF254 KLF7 DHX8 DDX10 MGEA5 WRN ATRX TRIM28
MODULE_233 http://www.broadinstitute.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.broadinstitute.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 LECT1 TCF15 ALX1 BMP7 BMP5 JAK2 TWIST1 NKX3-2 EXTL1
MODULE_235 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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 MGEA5 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.broadinstitute.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 BZRAP1 DEFA1 ITGB7 FAM53B BCL2 KBTBD10 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 FAIM3 ARHGAP25 VAV1 SP110 IL24 TXNIP RIPK4 HDAC9 ZNF423 TTLL2 C5orf54 KCNA3 DNAH11 BIN2 VANGL1 TRAF3IP3 ITM2C LRRC19 ZNF292 PRPF38B TRPC1 PLAC8 HLA-DRB3 KIAA0226L COL4A4 CACNG4 PTCRA ADAM28 FOXP1 KIAA0753 TXLNG2P HVCN1 UNC5D NEK11 BANK1 KCNQ5 MED12L C10orf118 UTY PRO2133 SPINT2 C5orf44 MECP2 SELRC1 FADS3 MARCH1 BACH2 DGKD C3orf36 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 PRG4 XIRP1 RPAP3 MAP2K6 RAX2 MUTED EMR2 OSBPL10 CECR1 C9orf46 HEATR6 FANCF CXorf21 SMCHD1 ANKRD28 COQ9 NAALADL1 TSPAN32 CLDN15 ZNF587 CSMD2 NRIP2 STK33 C11orf73 FAM65C SPRR1A MTBP SPATA20 TMEM79
MODULE_239 http://www.broadinstitute.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 ODZ4 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 CNIH IGF2R ITGB1 ARPC5 CCDC88A USMG5 TWSG1 SAR1B TMED10 PCYOX1 GLO1 ADIPOR1 SLC25A32 GIGYF1 SYPL1 ELOVL5 TMOD3 BAIAP2L1 MAEA UXS1 C1orf43 C1orf9 STAG2 ADSS CAB39 IL2 PRUNE NONO ZNF490 GOLT1B DYNC1H1 C14orf129 TMEM206 TADA1 NUP133 ARFGEF2 DLG1 ZNF271 ZNFX1 SF3B1 B3GNT2 CCDC132 SLC30A1 AP2B1 RTN3 SLC38A2 NCSTN SOS1 LRP11 RAB6A TAF9B N4BP2 PPP2R5A HDHD2 ANKRA2 IDE DHX40 PIK3R4 TBC1D1 LRRC8A BIVM
MODULE_240 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_240 IGHM PTGIS EVI2B AP2A1 PLAGL1 RGS5 IGLJ3 CACNG4 NUP107 ZNF185 APOPT1 CPSF3L AHNAK NUDT22 WWC3 NEUROD6 ZNF266 MGA PLEKHA1 CRYZL1
MODULE_241 http://www.broadinstitute.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.broadinstitute.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 GAGE7 SPINK2 KCTD17 CHST1 MYH2 DKK4 AANAT PLIN1 T REPS2 LPHN3 ASIP NRXN1 GIP SSX4 SEMA7A ZNF143 PVRL1 STATH B3GNT3 PTH2R ABCA1 SLC7A11 PIK3IP1 NAT8 MLLT1 WHSC2 ZBTB24 NDRG2 TBX1 SYT5 ABCB9 CDK5R2 GNG4 ARFGAP3 HIST1H3E GNG7 AKAP7 POM121L9P REG1B CD4 WASF2 CEACAM4 TAGLN3 FAM13A RUNDC3A CYP27B1 NR0B2 MYCL1 HTR4 MPZL2 EDA NRG2 FKBP6 ADAM20 C5orf30 RASL10A EIF1AY FAM131B SRPK3 SHBG D4S234E TRIM10 SLC22A18AS EXOSC2 PIGL HCRT MET LEFTY1 ACTL6B NTNG1 GLE1 PGAM2 GREM1 KIAA0586 KIAA1539 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 SLMO1 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 ACCN3 CCDC9 TNFRSF21 LCE2B SCGN KCNN1 NR2E3 GALNS HOXB1 PIGO GAS8 TNFRSF6B TAOK2 MTA2 DNAJB12
MODULE_243 http://www.broadinstitute.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 C21orf33 CCP110 MTPN HIGD2A SCAND1 ATPIF1 C6orf64 CACNG4 ZFP36L1 MRPS24 TOB1 HSD17B11 CHAMP1 CNOT6 PIGP PPP6C ZRANB2 RTN3 PJA2 HERC4 C15orf57 APPL2 FAM198B CRLS1 JRKL CAMLG IFNA13 MTHFSD IFT122 FAM171B PGS1 GPR98 ZBED5 RAD17 SCAMP1 GPR37 PDCL EGFL7 TSPAN6 BDP1 ZKSCAN4 DCUN1D1 TM2D2 FAM127B AGR3 STRN3
MODULE_244 http://www.broadinstitute.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 CARS EIF4A3 XRCC6 KARS XRCC5 NARS ILF2 CHD4 MAPK4 BLM MKI67 RFC2 QARS IARS HARS KHSRP LIG1 VARS 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 ATP5B 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.broadinstitute.org/gsea/msigdb/cards/MODULE_245 CCT6A VBP1 SSR1 TNPO1 TOMM34 LRPAP1 HSPA8 CCT4 SRP9 BAG3 ABP1 PPIC KPNA2 FKBP1A ERP29 DNAJA1 KPNB1 HSPE1 PDIA6 PDIA5 HSPD1 KDELR2 SSR2 ATF6 KDELR1 TNPO2
MODULE_247 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_248 WFS1 LUM TGFBI PDLIM3 FBN1 CRYAB ABLIM1 PTPN13 PDLIM4 STMN2 CYP1B1 GRB10 EFEMP1 FGR PRB4 SOCS3 SLA IL8 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_252 JUN PER1 MYC CDKN1A SOX4 FOS CCND2 JUNB CALU MSX1 HIST2H2BE STMN1 PLK1 FEN1 LMNB1 PTTG1 SNRPB2 H2AFX 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 MLL LHX2 POU4F1 RAD51D CDKN2C E2F1 FOSL1 PPP2R5D RPA2 ORC1 HIST1H2BK 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 H2AFZ 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 RDBP CDK7 MLF1 NEK4 DDX23 TAF11 ZNF43 CCNO SRPK2 ZNF124 PRPF8 STAMBP POLR2F POLR2D SAP30 CMPK1 CDC5L PAPD7 HR CCNT1 POP7 HOXA13 APLP2 MLL2 WDHD1
MODULE_253 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_255 COL6A3 KRT19 GSTM1 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 DARC SFRP1 TMEM47 NFIL3 GEM FOS CCL2 SLC43A1 ADIPOR2 STAT3 FUCA1 SV2B CHL1 CDH5 TIMP3 ACSL1 TBC1D9 UGCG PKIA TMED3 DLC1 PTX3 SMAD3 MRPL47 MMP9 RARRES3 GPSM3 CD163 DPYD ITGAM IL8 CSF2RB CYP1A1 CHST1 PLIN1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 HMHA1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZNF167 S100A5 MYEF2 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 ALDH1B1 SCD KIAA0664 NXPH4 KBTBD10 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 FPR2 MST1R EPHA7 SELP RNASEL PTPRF EEF1D TCEB2 TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIO3 DIRAS2 ADCK3 PTGS2 KIAA1524 CMTM6 ESPN PTPRT POLDIP3 C2orf43 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 COBRA1 NUPL1 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 FAM40B MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B KDELC1 TRIM7 ZMAT4 MMP14 NCRNA00159 C7orf42 UTP11L C19orf73 ALDOA HS1BP3 MBD5 PTPLA DHODH EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 LOC79999 FMN1 C5orf20 REPIN1 FAR2 NACAD POU6F2 C4orf21 CCDC48 KIAA1522 NOL7 PAPOLA FLJ13224 GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG AGAP2 RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C FAM108C1 SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN USP36 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 GABARAPL2 ADAMTS3 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQRDL ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A KIAA1715 LRRC14 ALKBH4 TH1L MED28 FAM70A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A
MODULE_256 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_256 PECAM1 FLNA PKD1 PCK1 INA ACP2 IL1RL1 CELSR2 PHYHIP ETV5 ELN ACVRL1 PTH1R ARSA TRPM1 SARS NUP88 WNT2 HLA-DRB4 ST7L NDUFAF3 ACBD6 SLC12A5 DNAH11 ZFP106 CSF1R SOD1 TPT1 DOCK1 TAF7 CRY1 MIF4GD RSF1 NR1H3 PAK1IP1 ABCB8 JHDM1D CHAMP1 FNTB IPW HIST1H3D ZC3H3 PLEKHB2 ZNF160 DGAT2 CXorf36 INPP5B ASB16 FAM35A ZNF559 ABCA7 GPD1 HMGN2 FAM82A2 CHCHD6 C6orf125 MIS18A YTHDF2 PAPOLA LRRC40 FBXL3 NUP214
MODULE_257 http://www.broadinstitute.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 ADRBK1 MEF2D C16orf7 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 MLL2 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 C2orf18 USP5 SEC14L1 TELO2 STAT5B LIMD1 URGCP RAB35 FBF1 MUTYH ZDHHC8 SLC35C1 CD276 GPS1 PPM1F KIAA1267 CAMSAP3 CABYR ANAPC2 ATXN2 DGCR8 CLSTN1 ELL TAF6L IMPDH1 MFSD9 MED9 EXTL3 ASB5 YIF1A
MODULE_259 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_261 NR4A2 PKD1 KLF10 LIPA ALCAM INSIG1 NUP205 TCF7 CD69 PMAIP1 MARCH6 PTGER2 TRAK1 MED14 COX6C FMNL1 KLRAP1 FYTTD1 WDR75 NOX4 MIOS LBR DBF4 SCRN1 SGCD ULK4 PRKCI HLA-DRB3 NRAS INTS7 NMD3 EIF2C2 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 SMEK2 RLF TACC1 AKR1D1 SBNO1 SEC16A NFATC1 GLCCI1 STK10 DNAJC5B KIAA0894 BET1L DNAJA3 UBR7 RNGTT SLC25A22 RAB8B KIAA0528 USP25 MUS81 SYNE2 PAG1 TLE4 ZMIZ2 SF1 SYNJ2 BCLAF1 MGEA5 NFKBID ANKRD44 P2RY8 LBH LPP ORAI2 IRS2 AP1G2 C12orf43 SNX9 RNF213 SLC9A7
MODULE_262 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_263 CCL3 CXCL12 CCL2 CCL15 CCL21 CXCR4 PLAUR CCL18 CX3CL1 CXCL2 CCR1 IL8 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.broadinstitute.org/gsea/msigdb/cards/MODULE_264 AP1S2 LRP8 HPCAL1 AP2S1 HPCA AP3S1 AP2A1 SEC24D SEC31A ARCN1 AP2M1
MODULE_265 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_272 BLVRB PAICS MTHFD1 UMPS ALDH4A1 MTHFR ALDH1L1 PYCR1 ALDOA ADH4 ODC1 MTHFD2
MODULE_273 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_273 ELF4 NDUFS6 STAT1 IRF1 REL NFATC4 FOXO4 NMI NDUFV2 NDUFV1 NDUFS3 NDUFS8 ATP5E NDUFS4 ATP5D ATP6V1G1 ATP5I ATP6V0B ATP5J2 NDUFS5 ATP6V0C ATP5O NDUFB3 ATP6AP1 NDUFB5 NDUFC1 UQCRB YBX1 POLR2G MEF2BNB-MEF2B KAT5 CEBPB UQCRC1 UQCRC2 ATP6V1B2 ATP5B ATP6V1F PPA1 NFKB1 CEBPD BTF3 MAFG POLR2F CBFB SNAPC1 NR3C1 TSC22D1 POLR2I POLR2E NFE2L1 RBPJ TXNL1
MODULE_274 http://www.broadinstitute.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 ACCN1 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_277 SLC16A1 MBNL1 TRIM23 GTSE1 HIST1H2BK THOC2 LNPEP NFYA RAVER1 SCYL2 G3BP2 ANKRD20A1 PUM2 DNAJA3 USP25 SMC5 SP1 DR1 PRPF4B CMPK1 PAPD7 SMAD5 RPE MC1R MAPK1 TRAM1 AVL9 INTS8 PAK2 PAIP2 NUFIP2 POLR2M ZNF639 EPS15 CSNK1A1 TMEM156 FEM1B FUNDC2 VCPIP1 ZMYM4 ABCB7 CLASP2 GAPVD1 C9orf53 LTN1 ANKRD17 ICK IFT46 MIB1 IL21R TBC1D14 TAF2 FUBP3 CENPT USP22
MODULE_278 http://www.broadinstitute.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 CTPS PRPS2 PET112 GSS HERC2 FBXO21 WWP2
MODULE_279 http://www.broadinstitute.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 PPAP2B CEBPD RPS5 RPL13 HLA-DPA1 HIST2H2AA3 WNT3A BET1L DLX5 ERCC3 HSPA1B PSEN1 GAS2 CARD16 COL4A5 TRIP4 SMARCA5 SKIV2L PTHLH PRSS1 CYTH1 NUMA1 PRKAR2B CLSTN3 FGF13 PCTP OSBPL2 YPEL3 PMS2P1 TMEM143 C1orf38 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 AKAP5 FRMD4A CRBN DCAF10 DHX34 LGALS8 BOD1L NUP210 C16orf71 MAD2L2 NBPF3 KIF13A RDX MIEN1 OSGIN2 PLCL1 PNLIPRP1 BHLHE41 ZNF587 TRIM33 ARPC5 MAP3K2 LZTR1 MYO5B ATE1 ESYT2 SIL1 HOXD8 DNAJC9 SNED1 FAM60A ENOX1 MAP3K10 PYROXD1 PILRB FAM49A BPHL FRG1 ZNF224 GRIN2C NDP SOX2
MODULE_280 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_280 AOX1 LOXL1 ANPEP MMP1 ADAM9 GALNT1 PPP4C MMP9 LTF BMP1 SORD PAH CA4 CA2 PTPRZ1 MMP11 ZNF259 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_284 SLC23A2 CSPG4 ZWINT ABCC8 SLC1A3 INPP1 PPP3CC RAP1GAP RHAG TCN2 SLC12A4 HIST1H1D SLC35D1 HADHB ACADL KDR PHLDA1 MAP4K2 RSL24D1 PLXNA1 FAM3C CKMT2 EPHA1 IGF1R ID2 PPIP5K2 OSBPL3 CUX1 C2orf40 PDE7A DKC1 CHD9 PCSK6 RPS6KA3 ASCC1 UGGT2 GABPB1 SYNC DLEU2 NR4A3 PGM3 IDO1 CLN5 FXN SMPDL3A
MODULE_285 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_285 DHRS3 SNCG CACNB3 PLXNA3 CYP2E1 MTSS1 SCN1B GALC TBXAS1 DHX30 TST SHMT1 RPL18 MEF2BNB-MEF2B EVPL METTL22 TSC22D3 SIPA1 MYO15A DNAJA3 C9orf114 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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_287 LUM FBN1 CRYAB CYP1B1 EFEMP1 PRB4 IL8 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.broadinstitute.org/gsea/msigdb/cards/MODULE_288 DARC 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.broadinstitute.org/gsea/msigdb/cards/MODULE_289 RGS5 DARC CCL3 EDNRA CXCL12 AKAP12 NPY CXCR4 GAP43 RGS4 PRB4 GRK5 CXCL2 CCR1 IL8 CXCL1 DEFB4A DEFB1 DGKA ADORA1 GIT2 EDN2 C3 CX3CR1 GNAO1 GRIN1 GALR3 SCG5 EDNRB CORT GABRG2 LPHN1 RGS16 GNAI1 DRD3 UCN EMR1 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 LPHN2 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 BAI3 OR10H3 GNAL PRKD3
MODULE_291 http://www.broadinstitute.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.broadinstitute.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 CTSL1 TNFAIP6 XCL1 SPIB UNC79 PNMAL1 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 TRD@ IGLJ3 SAMSN1 HLA-DPA1 CD74 KIAA0226L POLR3B CACNG4 PELI1 BLNK ABTB1 FOXP1 KIAA0753 TXLNG2P HVCN1 STAG3 CARD16 CNRIP1 UNC5D NEK11 LIMD2 BANK1 KCNQ5 C10orf118 UTY AXIN1 NLRC5 PRO2133 MYCBP2 MECP2 UNKL FCRLA FCRL2 PRIC285 TTC30A TREM1 PPP1R16B SDC2 TPTE2 RRP15 STK31 EMR2 HAUS6 MMRN2
MODULE_293 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.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 ANXA8L2 CYP26A1 LAMA3 SAA1 ODZ2 DMRT2 CLDN8 FXYD3 HAS3 KRT17 KRT6B KRT1 LAMB3 FGFBP1 FASN F2RL1 CDH3 KLK10 TFPI2 LAMC2 COL17A1 LGALS7 EIF2B3 ANGPTL4 C9orf125 PTHLH LIPG PPP1R14C KLK5 MRAP2 ROPN1L KLHL13 DSC3 B3GNT5 CSF2
MODULE_298 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_298 KRT19 PTGDS NEFL INA KRT7 KRT18 KRT4 KRT15 KRT14 KRT5 DSP KRT6A KRT33B KRT32 KRT86 KRT85 KRT2 KRT35 DRD2 KRT8 KRT13 SPRR1B KRT17 KRT6B KRT1 KRT16
MODULE_299 http://www.broadinstitute.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 C19orf2 ATOX1 PPIA
MODULE_300 http://www.broadinstitute.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.broadinstitute.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 BZRAP1 DEFA1 ITGB7 FAM53B BCL2 KBTBD10 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 FAIM3 ARHGAP25 VAV1 IL24 TXNIP RIPK4 HDAC9 ZNF423 TTLL2 C5orf54 KCNA3 DNAH11 BIN2 VANGL1 TRAF3IP3 ITM2C LRRC19 ZNF292 PLAC8 HLA-DRB3 KIAA0226L POLR3B COL4A4 CACNG4 PTCRA ADAM28 FOXP1 KIAA0753 TXLNG2P HVCN1 UNC5D NEK11 BANK1 KCNQ5 MED12L C10orf118 UTY PRO2133 SPINT2 C5orf44 MECP2 SELRC1 FADS3 MARCH1 BACH2 DGKD C3orf36 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 PRG4 XIRP1 RPAP3 MAP2K6 RAX2 MUTED EMR2 OSBPL10 CECR1 C9orf46 HEATR6 FANCF CXorf21 SMCHD1 ANKRD28 COQ9 NAALADL1 TSPAN32 ZNF587 CSMD2 NRIP2 STK33 C11orf73 FAM65C SPRR1A MTBP SPATA20 LBH
MODULE_303 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_306 ENO2 PCK1 SDHB ALDOC ACO1 PCK2 SUCLG1 ALDOA FH IDH2 IDH1 ACO2 MDH1 LDHA IDH3B PKM2 PGAM1 PFKP TPI1 SDHD SDHA PFKM GAPDH PGK1 ENO1 IDH3G
MODULE_307 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_313 IGHM PTGIS EVI2B AP2A1 RGS5 IGLJ3 CACNG4 NUP107 ZNF185 APOPT1 CPSF3L AHNAK NUDT22 WWC3 NEUROD6 ZNF266 MGA PLEKHA1 CRYZL1
MODULE_315 http://www.broadinstitute.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.broadinstitute.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 ACCN2 KCNJ11 KCNJ12 KCNK5 KCNJ6 GABRA6 GABRA5 RYR2 TPTE GRIA3 SLC9A5 KCNJ3 CLCN6
MODULE_317 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_317 COL6A3 KRT19 GSTM1 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 DARC 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 IL8 CSF2RB CYP1A1 CHST1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 HMHA1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZNF167 S100A5 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 SCD KIAA0664 NXPH4 KBTBD10 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 FPR2 MST1R EPHA7 RNASEL PTPRF EEF1D TCEB2 TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIO3 DIRAS2 ADCK3 PTGS2 KIAA1524 CMTM6 ESPN PTPRT POLDIP3 C2orf43 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 TNFSF4 RNF220 COBRA1 NUPL1 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 FAM40B MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B KDELC1 TRIM7 ZMAT4 MMP14 NCRNA00159 C7orf42 UTP11L C19orf73 HS1BP3 MBD5 PTPLA DHODH EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 LOC79999 FMN1 C5orf20 REPIN1 FAR2 NACAD POU6F2 C4orf21 CCDC48 KIAA1522 NOL7 PAPOLA FLJ13224 GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG AGAP2 RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C FAM108C1 SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN USP36 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQRDL ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A KIAA1715 LRRC14 ALKBH4 TH1L MED28 FAM70A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A
MODULE_318 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_318 CITED2 FOS JUNB MCM3 MCM6 DHX9 STAT2 RAD51D DDX11 XRCC6 XRCC5 CHD4 BLM RECQL4 TCEB3 RAD51 MYCN XRCC3 GTF2F2 DDX5 RAD51C ERCC3 HELZ ZNF254 CHD3 DDX10 WRN RAD51B
MODULE_320 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_320 PTTG1 KIF11 ILF3 TTK MAPT DDX11 ESPL1 NDC80 RAN CCNA1 LEPREL4 MID1 RAD21 NCAPD2 KIF23 CENPE SMC2 BRCA1 ZW10 MSH5
MODULE_321 http://www.broadinstitute.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 AKAP2 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 CSDA CBX4 RIN1 FOXD1 LDHA KLF6 PLOD1 CKAP4 CNN2 DEPDC1 PLP2 MT1H PHLDA1 DYRK3 INHBB ZFP106 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.broadinstitute.org/gsea/msigdb/cards/MODULE_322 TRO MSX1 UGCG EIF3I UBE2K SLC12A2 ITIH1 RRH CTAG1B HPS1 DCBLD2 F2 PTPRN CDH4 KCNA5 WNT10B KRT2 PFKFB3 DARS NCBP2 RTCD1 BCL2L1 IGBP1 NR5A1 PDE4A HAAO GYPA PTPRG DRD4 SNRPD1 FMR1 CTBS CLP1 ADAM8 SNURF INSR PDK2 KRT1 ACTR1B PRRX2 PKP1 THBS3 LGALS7 ZNF212 IRF2 TARS RABIF SMAD7 EIF2B2 PREP TM9SF1 INPP5K USF1 BTN2A2 HCCS IFNAR2 OTUD4 LIPE MICA
MODULE_323 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_323 MAFF TRO CBX3 ACBD3 POLR2K ZYG11B ARID4B EIF2S3 HIST1H2BJ CDYL ATP6V1G1 KHDRBS1 AIMP1 C3orf17 PLEKHF2 SPAG9 HSD17B12 HNRNPH3 TYROBP SCRN1 NSF VMP1 GMEB1 RAB1A TACC1 PURA ZFAND3 TM9SF3 HMGN3 TRAM1 LACTB UGP2 MGEA5 ZRANB2 CAB39 NUP133 TAF9B DHX40 RBPJ ZZZ3 JMJD1C SACM1L OSGEP ST13 TMED9 SLC4A1AP VTA1 RALGDS TTC17 ORMDL1 PHF17 FNDC3B BEX4 ACAP2 TMEM69 GFM1 MRPL20 CWC15 ZNF767 MORF4L1 METTL21B
MODULE_324 http://www.broadinstitute.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 EMR1 PLCG2 COMP RGN CP PRF1 MST1 F10 ARG1 CALML3 THBD ITGAL ITGAX EFEMP2 SPARC DSG2 SPOCK2 S100A3 TF MMP7 MYL12A MMP14 CDH13 MMP2 ANXA8L2 ABP1 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.broadinstitute.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 C21orf30 MAP4K2 SLC40A1 STK4 SCGB2A2 GPR160 MSX2 NCOA3 PFDN4 SPOP GSS TP53INP2 FAM168A LAMP1 VTA1 GSDMB PCGF2 PIP4K2B SIAH2 FAM5B CXXC5 RAB24 APPBP2 UCP3 EDEM2 UBE2Z MMP16 MRPL48
MODULE_326 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_326 PTGIS PTGDS ALOX5AP HPGD ALOX5 AKR1C3 ALOX15 CYP4F3 PTGS2 FASN ALOX15B LTA4H PRKAB2
MODULE_327 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_327 PTGIS UGDH SCP2 PTGDS PCBD1 ALOX5AP HPGD ALOX5 AKR1C3 ALOX15 AGPAT2 GLT25D2 FDXR HSD17B4 CYP2J2 ACOX1 HSD17B1 MGST2 ALOX15B HSD17B7 LTA4H
MODULE_328 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_328 CD14 FOLR1 CHRNB1 CHRNA4 CHRNA2 CHRNB3 GLRA1 CHRNA7 FOLR3 GLRA2 P2RX3 GLRA3 CHRNA3 P2RX4
MODULE_329 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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 ATPIF1 SP1 ZNF146 RAD51C THOC1 BRCA2 SLC43A3 PFDN4 MYH14 HEATR6 SRPRB GABPB1 PPM1E SULT1A3 HELQ GOLPH3L HNRPLL 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.broadinstitute.org/gsea/msigdb/cards/MODULE_332 MYC NR4A1 RRM1 EWSR1 IPO5 PLAC2 HSPBP1 DCAF8 HMGB1 PCBP2 SRSF6 SRSF9 MKI67 UCHL3 PIBF1 XPO4 ISG20 DIS3 SNX4 DGCR5 PUM2 GTF2F2 RB1 EML4 CUL4A TXNDC16 FAM48A WDR47 USPL1 ZBED5 NUFIP2 ARGLU1 TPP2 RNF219 ERCC5 RBM39 SUCLA2 GTF3A NAA16 HAUS1 CASP3 ILF3 NPPA STK24 MFHAS1
MODULE_333 http://www.broadinstitute.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 FAM82A2 CHCHD6 C6orf125 MIS18A YTHDF2
MODULE_334 http://www.broadinstitute.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 PPAP2B CEBPD RPS5 RPL13 HLA-DPA1 HIST2H2AA3 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 C1orf38 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 AKAP5 FRMD4A CRBN DCAF10 DHX34 LGALS8 BOD1L 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 FAM60A ENOX1 MAP3K10 PYROXD1 PILRB FAM49A BPHL FRG1 ZNF224 GRIN2C NDP SOX2 TRDN RNF139 C1orf144 ATXN3 DNAJB1 SRP72 LLPH FLI1 SNX14 ALG13 DSCC1 CACNA1C
MODULE_335 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_335 HMOX1 ALAS1 DDT GCLC HMOX2 TYR BAAT PMEL HMBS TYRP1 ALAD DCT FECH COX10
MODULE_337 http://www.broadinstitute.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 C9orf46 AHCYL2 ZNF490 CABYR HLCS DLEU2 PRPF38A ACLY DONSON NUP155 MRTO4 RFPL3-AS1 ANKRD5 PADI3 PMCHL1 RAB6B SPEF2 ALMS1 SLC30A10 SEMA4B ALG3 PLEKHA8 MAS1L SLC25A37
MODULE_340 http://www.broadinstitute.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 HIST1H3H FANCC TOE1 PCSK2 ARNTL ZNF415
MODULE_341 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_341 SLC16A2 S100A11 IQGAP1 SLC7A5 BTG3 LTBR ALDH3A1 HOXB2 MLC1 PIGL ACSL3 HRG RNASE2 KRT35 SLC10A1 FUT1 CCDC94 FZD5 PTK7 SLC9A6 RAPSN CPA1 MGC2848 KLRAP1 CEBPB MAK LMAN1L HIST1H1A OLFM4 ASAP2 ZFP36L1 SERPINB7 TGM1 SLC38A3 SLC9A1 B3GNT5 PRKG2 FAM75A7 ZNF608 OSBPL10 PSME4 SLC38A2 CLN5 S100A10 LPCAT2 C2orf65 NOD2 IPP DMRT1 TSNAXIP1 KATNAL2 PCIF1 SRSF12 ASPSCR1 ANKRD2 MAP7D3 FABP3 HYAL3 XPR1 AIG1 RNF133 MINK1 PARP8 KCNJ1 FBN3 DLGAP3 CTAGE1 PBX4 AIM1 ALS2CR8 ZBTB3 TMEFF2 EAF2 TRMT1 PDE10A CD226 COMMD4 PKD2L1 SCPEP1 CAMSAP2 HAGHL MT1X WDR52 PCYT1A
MODULE_342 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_342 MYL9 SPON1 KRT19 GSTM1 IGFBP2 PLA2G2A AKR1C1 PRSS23 ECM2 SLPI GPX3 CDKN1A FAT1 C10orf116 DLK1 FMOD SDC1 CCL15 CYB5A CD24 NGFR ANK3 TSPAN8 HIST2H2BE STMN1 KRT7 EPHA2 KRT18 MYO10 PTRF 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 C14orf157 GALNT3 ZFP41 GSTM4 GATA3 TSC22D3 SLC5A4 RHOBTB1 CYP26A1 NCF1C FGG CXCL14 NBL1 H19 CTSE PSG5 EGLN3 VAV3 FAM83D GINS1 E2F8 FLJ14327 CDCA5 GGT1 PXMP4 WWC1 FXYD3 GAL KRT17 KRT6B CAMKV LYZ PLBD1 CYP3A5 TP53I3 F2RL1 ARHGEF5 DNMT3B DKFZp761K1824 CDH10 VWA1 PELI1 GSTM2 CDH3 SELENBP1 CDH17 LAMC2 SPINT2 SYT17 RERG TRPS1 PRR15L FOXA1 UBXN6 GPR160 MAL2 MYO6 MLPH C9orf125 LIPG PPP1R14C SERPINB6 SSH3 MOSC1 LRRC37A4 LRRC4 NEK3 SLC38A1 NUP210 OLFM2 FLJ42627 STXBP6 KLF8 RTKN EPS8L2 LRRC61 WLS PRMT6 PCDHB5 SLC8A3 BACE2 RNF43 TMEM98 HSPB8 JUB C20orf103 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 ODZ1 CUX2 F11R
MODULE_343 http://www.broadinstitute.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.broadinstitute.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 CTSL1 TNFAIP6 SPIB UNC79 PNMAL1 IGKC POU2F2 UCP1 IFI35 IFI44 GNLY GBP2 IFITM1 MS4A1 CXCL9 BST2 IFITM3 OAS3 TTLL2 CAMK4 CEBPD APOL3 KCTD12 HBA2 HLA-DPB1 TRD@ IGLJ3 SAMSN1 HLA-DPA1 CD74 MST1P9 KIAA0226L PARP14 POLR3B CACNG4 PELI1 GSTM2 BLNK ABTB1 FOXP1 KIAA0753 TXLNG2P HVCN1 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 ZNF436 KCNQ5 C10orf118 UTY AXIN1 PRO2133 MECP2 UNKL FCRLA FCRL2 RSAD2 PRIC285 TTC30A TREM1 PPP1R16B SDC2 TPTE2 RRP15 STK31 EMR2 SLC22A23
MODULE_346 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_350 LTBP2 PLOD2 FOXM1 TMED3 EWSR1 ABCA3 SERPINB3 ECI1 ZMPSTE24 EFNB1 DYRK1A MRPS12 SNW1 ARSA FAHD2A EIF2S1 CTSL1 HBB BTG1 LAPTM4B SURF1 TSPAN4 FXYD3 TAF6 SDC2 PLD3 SREBF1 SF1 POLR2E SNRNP70 RAB24 F11R PRO1575 FAM195A 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 DOM3Z
MODULE_352 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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 C19orf2 PPIA DNAJB1
MODULE_356 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_356 KIAA0430 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 NOV 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 HIST2H4A GATAD2A ZNF423 CKB BMP2 ZNF667 ROPN1 ITGA8 RNF4 RPL10 PTMA RNASEH2C SLC25A16 ZNF217 SETDB1 GPER PNLIP ELL EXOSC4 MECP2 RABIF LIMS3 LEAP2 AUP1 PCGF3 CHORDC1 LIMCH1 TRIM4 NNT TXNDC16 ALG12 EID1 SLC25A37 CLIC4 KLHDC10 DBNDD1 TRAF6 MYLK2 PROSC VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3F3B 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.broadinstitute.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 ANXA8L2 LAMA3 SAA1 ODZ2 DMRT2 CLDN8 FXYD3 HAS3 KRT17 KRT6B KRT1 LAMB3 FGFBP1 FASN F2RL1 CDH3 KLK10 TFPI2 LAMC2 COL17A1 LGALS7 EIF2B3 ANGPTL4 C9orf125 PTHLH LIPG PPP1R14C KLK5 MRAP2 ROPN1L KLHL13 DSC3 B3GNT5 CSF2
MODULE_358 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_358 NR4A2 PKD1 KLF10 LIPA INSIG1 NUP205 CD69 PMAIP1 MARCH6 TRAK1 FMNL1 KLRAP1 FYTTD1 WDR75 NOX4 MIOS LBR DBF4 SGCD ULK4 HLA-DRB3 INTS7 NMD3 EIF2C2 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 SMEK2 TACC1 SBNO1 SEC16A GLCCI1 STK10 DNAJC5B KIAA0894 BET1L UBR7 RNGTT RAB8B KIAA0528 MUS81 SYNE2 TLE4 ZMIZ2 MGEA5 NFKBID ANKRD44 P2RY8 LBH LPP ORAI2 IRS2 AP1G2 C12orf43 SNX9 NOC3L
MODULE_360 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_360 RNASE4 RNASE1 FEN1 OGG1 DNASE1 RNASE2 RNASEH2A DNASE1L3 RNASE3 RNASE6 PPP1R8 NTHL1 DNASE1L1 RNASEH1
MODULE_361 http://www.broadinstitute.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 BZRAP1 DEFA1 ICAM3 SEPT6 ITGB7 FAM53B BCL2 KBTBD10 DPEP2 CD5 IL10RA ROR1 P2RY10 FCER2 CNR2 SELP GLRA3 ZFP36L2 USP2 FLRT2 PORCN SOX6 NR2E1 DIRAS2 CTSZ NACAD IRF8 CD48 TRDD3 FAIM3 PLCL2 IL24 TXNIP RIPK4 HDAC9 ZNF423 TTLL2 C5orf54 KCNA3 DNAH11 BIN2 VANGL1 ITM2C LRRC19 ZNF292 BTG2 PLAC8 HLA-DRB3 KIAA0226L POLR3B COL4A4 CACNG4 PTCRA ADAM28 FOXP1 KIAA0753 TXLNG2P HVCN1 UNC5D NEK11 BANK1 KCNQ5 MED12L APOBEC3G C10orf118 UTY AXIN1 PRO2133 SPINT2 C5orf44 MECP2 SELRC1 MARCH1 BACH2 DGKD C3orf36 AMD1 FCRLA SPPL2A PRMT3 CMKLR1 SPON2 CTLA4 FCRL1 SLC24A3 SHC2 RAPGEF6 FCRL2 RCSD1 RSAD2 ZFHX2 RABIF SEL1L TOR1B SLC27A5 MED29 ZNF395 TP53I13 HSD17B11 G6PC3 PRG4 RPAP3 RAX2 MUTED EMR2 OSBPL10 CECR1 C9orf46 HEATR6 FANCF CXorf21 SMCHD1 ANKRD28 COQ9 NAALADL1 TSPAN32 ZNF587 CSMD2 NRIP2 STK33 C11orf73 FAM65C SPRR1A MTBP LBH
MODULE_362 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_362 ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 IL8 T NRP1 JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 FIGF FGF6 PTPRR VEGFC KDR MFNG PBX3
MODULE_363 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_363 ALDH7A1 FN1 EEF1A2 IGF2BP3 CCNG1 NDUFS6 PPL IRF1 CRYZ NDUFV2 NDUFV1 NDUFS3 NDUFS8 ATP5E NDUFS4 ATP6V1G1 ATP5I ATP6V0B ATP5J2 NDUFS5 ATP6V0C NDUFB3 NDUFB5 NDUFC1 UQCRB YBX1 RPL15 DPP4 CEBPB TPI1 UQCRC2 ATP6V1B2 ATP5B PPA1 TRPC1 BTF3 GLB1 HADHA MAFG POLR2F CDH3 CRAT POLR2I SHFM1 PEX19 RBPJ TXNL1 PRKAR1A PGRMC1
MODULE_366 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_366 DHRS3 SNCG CYP2E1 SCN1B RAP1GAP DHX30 SHMT1 MEF2BNB-MEF2B EVPL SLC12A4 ACADL SIPA1 MYO15A PLXNA1 C9orf114 VNN1 EPHA1 ID2 B9D1 UROS ASB5 OSBPL3 CUX1 C2orf40 ZMYM1 CPPED1 B4GALT1 TSC1 COL5A3 CTNS LIN37 AGTPBP1 MPP6
MODULE_367 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.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 LARS C15orf34 KLHL2 ADAMTS13 RNF123
MODULE_373 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_373 ALDH1A1 AOC3 AOX1 MAOB ADH1B GOT1 ADH1A DDC MAOA ADH1C ALDH3A1 ADH7 ALDH3B1 ALDH3A2 HPD HGD GSTZ1 ABP1 ALDH3B2 GOT2 ADH4 DBT
MODULE_375 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_375 RGS5 DARC CCL3 EDNRA AKAP12 NPY CXCR4 GAP43 RGS4 PRB4 CXCL2 CCR1 IL8 CXCL1 DEFB4A DEFB1 DGKA ADORA1 GIT2 CX3CR1 GRIN1 GALR3 SCG5 EDNRB GABRG2 LPHN1 RGS16 DRD3 UCN EMR1 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.broadinstitute.org/gsea/msigdb/cards/MODULE_377 ENO2 ALAS1 GLYAT HK2 ADH4 LDHA GGT1 NAT2 NAT1 GGTLC1 ENO1
MODULE_378 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_378 COL6A3 KRT19 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 DARC 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 IL8 CSF2RB CYP1A1 CHST1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 HMHA1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZNF167 S100A5 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 SCD KIAA0664 NXPH4 KBTBD10 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 FPR2 MST1R EPHA7 RNASEL PTPRF EEF1D TCEB2 TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIO3 DIRAS2 ADCK3 PTGS2 KIAA1524 CMTM6 ESPN PTPRT POLDIP3 C2orf43 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 RNF220 COBRA1 NUPL1 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 FAM40B MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B KDELC1 TRIM7 ZMAT4 MMP14 NCRNA00159 C7orf42 UTP11L C19orf73 HS1BP3 MBD5 PTPLA EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 LOC79999 FMN1 C5orf20 REPIN1 FAR2 NACAD POU6F2 C4orf21 CCDC48 NOL7 PAPOLA FLJ13224 GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG AGAP2 RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C FAM108C1 SIPA1L3 MRPS15 PIP4K2C AMOTL2 TRIM48 C1orf116 LRRC19 STRN USP36 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQRDL ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A KIAA1715 LRRC14 ALKBH4 TH1L MED28 FAM70A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A
MODULE_379 http://www.broadinstitute.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 GAGE7 SPINK2 KCTD17 CHST1 DKK4 AANAT PLIN1 T REPS2 LPHN3 ASIP NRXN1 GIP SSX4 SEMA7A ZNF143 PVRL1 STATH B3GNT3 PTH2R ABCA1 SLC7A11 PIK3IP1 NAT8 MLLT1 WHSC2 ZBTB24 NDRG2 TBX1 SYT5 ABCB9 CDK5R2 ARFGAP3 HIST1H3E GNG7 AKAP7 POM121L9P REG1B TAGLN3 FAM13A RUNDC3A CYP27B1 NR0B2 MYCL1 HTR4 MPZL2 NRG2 FKBP6 ADAM20 C5orf30 EIF1AY FAM131B SRPK3 SHBG D4S234E TRIM10 SLC22A18AS EXOSC2 PIGL HCRT MET LEFTY1 ACTL6B NTNG1 GLE1 PGAM2 GREM1 KIAA0586 KIAA1539 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 SLMO1 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 ACCN3 CCDC9 TNFRSF21 LCE2B SCGN KCNN1 NR2E3 GALNS HOXB1 PIGO GAS8 TNFRSF6B TAOK2 MTA2 DNAJB12
MODULE_381 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_381 CHGA SYT1 SYT5 HCRT AMPH PALM SLC30A3 APBA1 VAMP2 DOC2A SYN2 RAB3A
MODULE_382 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_382 IGF1 CHGB NPY ADM IGF2 SST GIP NTS AGT CCK PENK CSH2 INHA STC1 CGA CGB LHB PNOC GCG VIP INHBA TSHB CALCA STC2 TRH PPY CCL25 POMC
MODULE_385 http://www.broadinstitute.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 ABP1 LIPC CCL8 CXCL6 THBS4 FGFBP1 LAMC2 APP
MODULE_387 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_388 SNRPB2 SNRPC LSM1 SNRPF NHP2L1 SNRPD3 RRP9 SNRPA1 SF3A3 SF3A2 SNRPE SNRPG SNRPD2 SNRPA SNRPD1 EFTUD2 PRPF8
MODULE_389 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_389 ECM2 SEPT10P1 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 KBTBD10 MED8 DLGAP2 PPP1R17 ACTR3B UBE2T CDHR2 TSKU PBRM1 KIAA1210 CARD18 ACPT GDA GAL3ST3 FAIM2 TFB1M CFL2 FA2H C12orf11 SEZ6L2 ZKSCAN5 PVRL1 KLHL20 OGDHL ATG4D ST6GALNAC5 PANK1 GDAP1L1 GPRC5D DNAJC27 ATPAF2 C6orf168 HOXC10 EPB41L4A SLC4A5 RANBP17 FLRT3 CENPJ MTHFD1L ACTN2 SNTG2 TRIT1 IFT57 DPEP2 APBB1IP NRIP3 LINGO1 SPG11 FAM91A2 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 FAM158A GOSR1 CD93 MZB1 LGI2 TMCO7 THOC2 FBXO34 VAPB TRPM1 ADCK2 TRIM5 CPNE4 TMEM163 HEBP1 C21orf37 CSGALNACT2 TMEM144 ERVH48-1 ERO1LB DNAJC14 HINFP ZHX2 VDAC3 MRPL36 NSFL1C FAHD2A STRA6 KIAA1045 GCFC1 RBFOX2 DHX58 NLN ANKRD13A C20orf4 LANCL1 TF COPE CYP26A1 OLFML2B POLE2 EDDM3B CNTNAP5 ZMYM6 NTF3 NMNAT2 ANKRD11 CLEC3A LRRN3 TPD52L1 CLDN15 ZNF83 SSX3 ZNF444 PRSS27 LSM6 ANGPTL1 KIAA0090 COPG2IT1 BRIX1 MS4A6A COLQ FAM167A NUDT9 CNTN3 PARVA GRAMD1B SLC16A10 PHF20L1 SAP30L NKTR CSDC2 LIM2 TH AQR ZFP91 MRPL13 FAM189A1 CDKL3 JPH4 FLJ14126 MSH5 MKI67IP FAM65C
MODULE_392 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_392 H2AFX CBX1 NOLC1 UNG MSH2 TCOF1 HIST1H2BK HIST1H2BL NPM1 RPL35 NCL SMARCC1 RAD51 KPNA2 H2AFZ XPO1 RAD51C CCNO
MODULE_395 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_395 AP1S2 TUBB4B TUBA4A LRP8 HPCAL1 AP2S1 HPCA AP3S1 AP2A1 SEC24D SEC31A ARCN1 AP2M1 TBCC
MODULE_396 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_396 SLC12A2 GLRB GABRG2 CLCNKA GLRA2 SLC26A3 GABRA2 CLIC2 FXYD3 GABRA6 CLCN3 GABRA3
MODULE_397 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_397 ALDH7A1 MYH11 IGFBP6 LAMB1 CACNB3 ACD TRIP6 PPT2 PLK1 PTTG1 KIF11 CDC25B H2AFX TPX2 TRIP13 MYBL2 CDC20 FOXM1 ILF3 BYSL BUB1B NUP205 MSLN SFTPB EFNA1 ZIC2 ARFIP2 ARHGEF16 PVRL1 VAV2 TJP1 HTR2A HOXB7 CENPF SRPK1 PLAC2 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 RFPL3-AS1 ANKRD5 PADI3 PMCHL1 RAB6B GON4L WDR34 GRAMD1A GDAP1 MBNL3 RUSC1 FOXK2 ATP1A3 CDCA7L PTCD1 ZNF432 ABI2 RPUSD1 SCAP NT5M BCAS3 ANKRD32 FER1L4 MRPS26 PREX1 JMJD4 NOL12 ZNF74 DVL2 EFCAB2 SSR4P1 MBNL2 ZNF200 CABIN1 ROBO3 NOL6
MODULE_399 http://www.broadinstitute.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 CGB 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.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_402 AEBP1 CTSA CPB2 CPN1 CPA1 ATP6V1C1 ATP6V1B2 ATP6V1F ATP6V1E1 CPM CPB1 CPA2
MODULE_403 http://www.broadinstitute.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 H2AFZ PLK4 XRCC3 DPP7 TRUB1 PRKX CHD3 ATR CCDC132 SNX11 FTCD
MODULE_404 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_407 DUSP6 GADD45G FGFR1 DUSP2 CXCR4 RGS4 C5 DUSP8 FGF2 DUSP4 C5AR1 FPR1 RGS3
MODULE_408 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_411 SLC16A2 S100A11 IQGAP1 SLC7A5 BTG3 ALDH3A1 HOXB2 MLC1 PIGL ACSL3 HRG RNASE2 KRT35 SLC10A1 FUT1 CCDC94 FZD5 PTK7 SLC9A6 RAPSN CPA1 MGC2848 CEBPB MAK LMAN1L OLFM4 ASAP2 ZFP36L1 SERPINB7 TGM1 SLC38A3 SLC9A1 B3GNT5 PRKG2 FAM75A7 ZNF608 OSBPL10 PSME4 SLC38A2 CLN5 S100A10 LPCAT2 C2orf65 NOD2 IPP DMRT1 TSNAXIP1 KATNAL2 PCIF1 SRSF12 ASPSCR1 ANKRD2 MAP7D3 FABP3 HYAL3 XPR1 AIG1 RNF133 MINK1 PARP8 KCNJ1 FBN3 DLGAP3 CTAGE1 PBX4 AIM1 ALS2CR8 ZBTB3 TMEFF2 EAF2 TRMT1 PDE10A CD226 COMMD4 PKD2L1 SCPEP1 CAMSAP2 HAGHL MT1X WDR52
MODULE_412 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_412 ITGB5 TNC ITGA5 ITGA3 ITGB2 ITGAM CD47 ITGAL ITGAX ITGB3 ITGA2 ITGAV ITGAE
MODULE_414 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_414 PLSCR1 ANXA1 ANXA3 ATP5A1 ATP5E ATP5D ATP5G3 ATP5O ATP5G1 ATP5G2 ATP5B ATP6V1F ATP6V1E1 CDIPT ANXA5 PEBP1 SDPR
MODULE_415 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_415 SLC16A2 GJB1 GABRP ALB GABRB3 P2RX1 AQP9 SLC37A4 SLC10A1 SLC6A1 TTR SLC9A5 KCNJ3
MODULE_416 http://www.broadinstitute.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 LEPREL2
MODULE_417 http://www.broadinstitute.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.broadinstitute.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 HIST1H2BF RHOU KRT17 SEMA3B DPYSL5 INPP5F GPRASP2 MXI1 BEX4 BAZ2B NRCAM NHSL1 NKD2 ABCC2 UNC13A MMP25 PACS2 DYNC2H1 RALGAPB NPL SMPD3 SYT8 AVPI1 ZNRF1 C5orf62 ASPN
MODULE_419 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_421 ANXA1 HIST2H2BE H2AFX CENPA LCN2 CENPF COX11 HIST1H2BK HIST1H2AC HIST1H1C HIST1H2BL HIST1H2BJ SCNN1B EXOSC10 ATM HMGB2 CENPE HIST1H2AE HIST2H2AA3 H1F0 TOX SEC14L1 SNHG12 C16orf58 TMEM41B TRMT2A POLR1E OGT
MODULE_424 http://www.broadinstitute.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.broadinstitute.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 C21orf2 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 C2orf44 TNIP3 FSCN1 SMOC2 ZIC4 SCN3B BCAN CYP26B1 LACTB2 SIRT6 RPL27A TKTL2 TBC1D23
MODULE_427 http://www.broadinstitute.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 PPAP2B CEBPD RPL13 HLA-DPA1 WNT3A BET1L DLX5 HSPA1B PSEN1 GAS2 CARD16 COL4A5 TRIP4 PTHLH MIF4GD CYTH1 NUMA1 CLSTN3 FGF13 PCTP OSBPL2 YPEL3 PMS2P1 TMEM143 C1orf38 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 AKAP5 FRMD4A CRBN DCAF10 BOD1L NUP210 C16orf71 MAD2L2 NBPF3 KIF13A MIEN1 ZNF587 ATE1 SIL1 SLC5A1 ZNF559 ABCA7 GPD1 HMGN2 FAM82A2 CHCHD6 C6orf125 MIS18A YTHDF2 SNED1 FAM60A ENOX1 MAP3K10 PYROXD1 PILRB FAM49A ZNF224 TRDN RNF139 C1orf144 ATXN3 DNAJB1
MODULE_429 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_429 SMARCA2 ERBB3 RPS21 RPLP2 EEF1A1 RPL32 RPL37 WDR5 RPL27 RPL5 LDHB AMH TMEM109 EPO
MODULE_430 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_430 RAC2 CCND3 ARHGDIB CORO1A TCIRG1 NME3 MEN1 GCH1 DECR1 ADRBK1 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.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_433 MDK NAMPT IL6 CXCL12 IGF1 PTN IGF2 CSF3 MIA FGF1 PDGFA BMP4 SCGB1A1 TNFSF10 IL8 CXCL1 BMP1 TGFB3 NRG2 LIF AREG EGF EDN2 CSF1 JAG1 FGF2 NRG1 FGF6 NOV 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.broadinstitute.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 CTSL1 TNFAIP6 SPIB UNC79 PNMAL1 IGKC POU2F2 UCP1 IFI35 TRDD3 GNLY GBP2 PLCL2 IFITM1 MS4A1 CXCL9 BST2 IFITM3 TXNIP OAS3 TTLL2 CAMK4 CEBPD APOL3 KCTD12 HBA2 HLA-DPB1 TRD@ IGLJ3 SAMSN1 HLA-DPA1 CD74 MST1P9 KIAA0226L PARP14 CACNG4 PELI1 GSTM2 BLNK ABTB1 FOXP1 KIAA0753 TXLNG2P HVCN1 CARD16 CNRIP1 RNF31 UNC5D NEK11 LIMD2 BANK1 ZNF436 KCNQ5 MED12L C10orf118 UTY AXIN1 NLRC5 PRO2133 MECP2 UNKL MARCH1 C3orf36 FCRLA PRMT3 SPON2 CTLA4 FCRL1 SLC24A3 RAPGEF6 FCRL2 RCSD1 RSAD2 PRIC285 TTC30A TREM1 PPP1R16B SDC2 RRP15 STK31 EMR2 NRIP2 SLC22A23
MODULE_438 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_438 KRT19 MYH11 LAMB1 TNC SNAP25 DYNC1I1 KIF5C STMN2 NEFL GAS7 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 ProSAPiP1 KRT2 KIF2C SEPT4 TUBA4A KRT8 KRT13 EVPL MYH7 MID1 LAMA3 KIF23 CENPE BIRC5 SEPT5 KRT17 KRT6B SH3GL2 ACTR1A CCNT1 ACTR1B KIF5A LAMC2 TUBB4A CYTH1 VAMP2 TRIM13 NUMA1 KLC1 PKP4 HIP1
MODULE_439 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_439 IER3 G0S2 WRB PLK1 MYBL2 CCNB1 PCNA MT1G CDC45 RNASE3 CD2 VIPR1 BCL2A1 EREG DNAJC3 CDK4 BIRC5 NFKB1 LAP3 LRRN3 ANXA7
MODULE_440 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_444 TGFBI ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 IL8 JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 FIGF FGF6 PTPRR KDR PBX3
MODULE_445 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_445 ADM DDC MAOA GAD2 NPR1 GUCY1B3 DIO1 NPR2 GUCY2D GUCY2F GUCY1A2 GUCY2C ADCY8 TTR ACHE
MODULE_447 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_447 IGFBP2 IGFBP3 C1orf63 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.broadinstitute.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 C5orf28 CLCN6 PITHD1 CTBP2 NHSL1 MAP1LC3A ZNF17 POR ZNF397 THNSL1 B4GALT2 ABHD6 UBAP1 SEPN1 CATSPERB NUP43 APEH FGD4 PLEKHA4 RNF186 TUBB1
MODULE_451 http://www.broadinstitute.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 H2AFZ PRKX SORT1 NLRC4 PCNT SPATA9 MKS1 ESRP1 UPF3A RNFT2 HCG8 PTPN23
MODULE_453 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_453 TGM2 CCNF GNS VAV2 GPRASP1 TUSC3 MT1G NEO1 CFP KIF14 INPPL1 INTS1 ITIH3 ANP32E NSUN3 SYT4 HMBS CTPS SHCBP1 FAM181A RAVER1 PLBD1 MLL2 PFKM KLHDC10 PAK1IP1 OSBPL10 KIAA1609 CD109 ITSN2 APP ANXA13 FKBP3 BTAF1 SETD6 DHRS11 LDB3 ZBTB10 ITCH TUBE1 IKZF4 NUDT15 HCAR1 HCFC1
MODULE_454 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_454 EDNRA CAP2 GHRHR ADRB2 ADORA2A ADORA3 CALCA ADORA2B GIPR CAP1
MODULE_455 http://www.broadinstitute.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.broadinstitute.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 TRD@ SAMSN1 NRAS SH2D2A EIF2C2 STARD4 APOA2 KLHL15 SON SCAND2 CYTIP STAG3 SIDT1 CCPG1 SLC43A3 GSG2 HSPA5 YIF1B BMP7 MED29 PIF1 ATF6 TOX MYBL1 PAG1 DTX1 ZNF16 ZNF608 ASB13 SORL1 BCL7A RIPK3 RGL3 KLHL6 PRKAR2B NPIPL3 FAM169A TRAF1 NR4A3 MMRN2 CD38 TRIB3 CTTNBP2NL A4GALT FAM126A
MODULE_457 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_457 SRSF2 NOLC1 UNG MYB NPM1 NCL SNRPD1 KPNA2 ZNF146 CCNO
MODULE_458 http://www.broadinstitute.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 C1orf38 PLCL1 NR4A3 CA3 FBRS ZMAT1 RGNEF KCNQ1OT1 AKT3 CRX MED12 CCDC155 JAG2 MAP9 GP2
MODULE_459 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_459 COL6A3 KRT19 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 DARC 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 IL8 CSF2RB CYP1A1 CHST1 IL1RL1 ZNF143 CD8A CYP2A7 CBLN1 ELOVL2 SLC11A2 TMEM97 HMHA1 GSN NCF2 SCARA3 BAIAP3 DCLK1 CDH4 CELF2 CDH22 PTPRZ1 TMCC2 CUL9 REV3L ZNF167 S100A5 SDC3 CSF1 MXRA8 TP53 ITGA4 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN ARG1 SCD KIAA0664 NXPH4 KBTBD10 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 EPHB6 FPR2 MST1R EPHA7 RNASEL EEF1D TCEB2 TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 IL1R2 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIO3 DIRAS2 ADCK3 PTGS2 KIAA1524 CMTM6 ESPN PTPRT POLDIP3 C2orf43 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 RNF220 COBRA1 NUPL1 PDCD6 CTSZ YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 FAM40B MED25 FAF1 BRAP PCGF1 WRNIP1 CCDC90B KDELC1 TRIM7 ZMAT4 MMP14 NCRNA00159 C7orf42 UTP11L C19orf73 HS1BP3 MBD5 PTPLA EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C PITPNC1 LOC79999 FMN1 C5orf20 REPIN1 NACAD POU6F2 C4orf21 CCDC48 NOL7 PAPOLA FLJ13224 GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG RNASE6 IL1A EREG HIF1A BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C FAM108C1 SIPA1L3 MRPS15 PIP4K2C TRIM48 C1orf116 LRRC19 STRN USP36 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 SEMA4A TFPI2 MFSD1 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQRDL ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A KIAA1715 LRRC14 ALKBH4 TH1L MED28 FAM70A ZDHHC2 PAQR5 CNOT6L ARHGAP20 FAM169A
MODULE_462 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_464 ALDH1A1 ALDH7A1 AOX1 ALDH1A2 ALDH1A3 ALDH3A1 ALDH3B1 ALDH4A1 BCKDHA ALDH3A2 ALDH6A1 ALDH3B2 ALDH5A1 ALDH9A1
MODULE_465 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_465 DUSP6 CD24 RGS4 C5 C5AR1 FPR1 ALDH3B2 SRXN1 SYN3 SLC27A4 PDE3B ATL2 DKFZP434I0714 CRISP1 GTF2H2 BAZ1B
MODULE_470 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_470 STAR MAOA PTH1R PPBP PF4 VIPR1 TMPRSS15 LPHN2 ARHGAP22 PTGS2 PRLR PFKL BAI3 IGFBP5 ABCA2 ELTD1
MODULE_471 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_471 SHMT2 GCLC ASNS ME2 GCLM CBS SDS ME3 LAP3 ACSL1
MODULE_474 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_474 IGFBP2 WISP2 QSOX1 IGFBP3 IGFBP6 CYR61 LTBP1 NEDD9 SOCS3 NOV IGFBP1 CTGF HTRA1 IGFBP7 SOCS1 IGFBP5 SHC1
MODULE_478 http://www.broadinstitute.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.broadinstitute.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 PPAP2B HLA-DPA1 WNT3A BET1L DLX5 HSPA1B PSEN1 GAS2 CARD16 COL4A5 TRIP4 PTHLH MIF4GD CYTH1 NUMA1 CLSTN3 FGF13 PCTP OSBPL2 YPEL3 PMS2P1 TMEM143 C1orf38 PPP1R11 CISH LEP FLVCR1 SNX2 AP1S1 FUZ SRPRB LHX3 AAGAB GTPBP3 HS6ST1 FRMD4A CRBN DCAF10 BOD1L NUP210 C16orf71 MAD2L2 NBPF3 KIF13A MIEN1 ZNF587 ATE1 SIL1 SLC5A1 ZNF559 ABCA7 GPD1 HMGN2 FAM82A2 CHCHD6 C6orf125 MIS18A YTHDF2 SNED1 FAM60A ENOX1 PYROXD1 PILRB FAM49A ZNF224 RNF139 C1orf144 DNAJB1
MODULE_481 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_481 PTGIS SEMA3C CFHR1 LOXL1 FMOD C16orf45 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 RAB7L1 DGKI TAF4 PDE1A HIST1H3I AURKC NUDT4 TOR1B ESRP2 GNAZ MAP6 CRYGC ABCC13 ARNTL FBN3 BACE2 TMEM190 IL18BP C5orf13 THSD1 PHF14 LGR4 SLC36A1 ZFP28 TTTY11 ZNF765 C19orf22 MYNN SIGLEC9 NUP160 PTBP2 MAGOHB KIAA1432 RAD54B XCL2 VPS13C EXOC7 GAS5 TMEM14A ARHGAP24 MKL2
MODULE_484 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_484 RAC2 CCND3 ARHGDIB CORO1A NME3 DECR1 ADRBK1 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.broadinstitute.org/gsea/msigdb/cards/MODULE_485 CAP2 FADS2 CD24 PLIN2 NQO1 MYBL2 DLGAP5 KIAA0101 CCNA2 RRM2 PCNA UNG UBE2S S100P ELF3 ARHGEF16 RFC4 DENND3 MAP1A GPC5 HOOK1 GLT8D2 PLAC2 COL10A1 BDH1 RBM42 GRIK2 SYT4 ZNF777 ACYP2 GPN2 MCF2L2 FCHO1 CDC6 BUB1 AURKA NT5DC2 SNRPB PDK2 SSH1 SLC40A1 ARL2 POLE GPR160 MSX2 CELF4 GSDMB C3orf32 STX6 KRT20 SCG3 IPPK
MODULE_486 http://www.broadinstitute.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 MLL2 GSTM2 VNN1 SPPL2B RNPC3 EN2 RBM6 SERPINB6 IPW LRRC37A4 CHKB GNAZ PARD6B ATAT1 SLC35A4 LUC7L3 REEP1 SULT1A3 HOXA10 SF3B1 SNRNP70 HDAC10 USHBP1 IFT43 TBCK CCNL2 HDAC7 DNAJC4 C2orf18 CABYR ARGLU1 BACE2 MED12 JAG2 DBH-AS1 KIAA0664L3 RALGAPA1P MYO9A FLJ13262 ATG16L2 STARD10 ARHGAP23 RALGAPA2 PRO2533 EDARADD CROCCP2 MUM1 DEDD
MODULE_488 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_488 GPNMB S100A11 CDKN1A EMP3 IL6 GAS1 IGFBP6 KLF10 BTG3 AIF1 IL1B IL8 CXCL1 RARRES1 TM4SF4 CDKN2A KAT2B NME1 IFITM1 IL1A BTG1 PMP22 CDKN2B NME2 BTG2 FGFBP1 EIF2AK2 ADRA1A SSTR3
MODULE_489 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_491 PLSCR1 VEGFA TYRO3 NAMPT SLC23A2 TRIB2 GYG1 FABP4 LPIN1 ASAH1 UBE2V1 CD163 KCNN4 ST3GAL4 PVRL1 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 FAM96A CHMP2A TMEM59 RHOQ DHRS7 IRF2 METTL9 DENND2D MXI1 SYPL1 NCSTN HEXA MUTYH IRS2 SUOX STX7 GPM6B FRMD4B CRYL1 ST8SIA1 SAA4 C14orf109 BCL2L12 RNF14 ANKS1A HPS4 GAB2 FBXO7 ABI1 CHSY1 RYBP B3GALT6 SLC25A13 PARP4
MODULE_492 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_493 GJA1 TPM1 LAMB1 LTBP1 ST5 PDLIM7 PHF15 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 XAGE1D TRAPPC2 COMMD7 STARD9 L3MBTL1 C6orf1 MTR SOCS5 FAM105A LARP6 LCMT1 DRAM1 MYLIP OFD1 SEPT8 HDHD1 CNNM4 SF3B14 UBE2E3 MYO5C CHTOP ZXDC CTDSPL PPM1H SSBP2
MODULE_495 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_495 PVRL2 RGS1 IL1RAP HGD RCBTB2 CKAP2 XPNPEP2 ICAM4 LEAP2 LRRN3 SULT1E1 CCDC68 PPP4R4 VRTN C2CD4C CDADC1
MODULE_497 http://www.broadinstitute.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.broadinstitute.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 GAGE6 ERCC2 IL1RL2 MSH3 ABCE1
MODULE_501 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_503 KIAA0430 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 NOV HGD ACACB RHAG RPLP2 SRP14 SLC20A1 NF2 MARCKS CBY1 NUP54 DHODH PRDM1 SMYD5 NINJ1 PRSS3 GABRA2 HIST2H4A 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 PROSC VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3F3B CC2D2A DLL1 ATG5 KPTN MPPE1 HYOU1 CCDC88A ELK1 MKNK2 FOXS1 WNT5B
MODULE_505 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_509 AP1S2 FDPS SQLE FDFT1 TUBB4B TUBA4A LRP8 HPCAL1 AP2S1 HPCA AP3S1 AP2A1 SEC24D IDI1
MODULE_511 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_511 BTG3 RNASE2 MGC2848 MAK LMAN1L B3GNT5 FAM75A7 OSBPL10 PSME4 SLC38A2 LPCAT2 C2orf65 NOD2 IPP DMRT1 TSNAXIP1 KATNAL2 PCIF1 SRSF12 ASPSCR1 ANKRD2 MAP7D3 HYAL3 XPR1 AIG1 RNF133 PARP8 KCNJ1 FBN3 DLGAP3 CTAGE1 PBX4 AIM1 ZBTB3 TMEFF2 EAF2 PKD2L1 SCPEP1 WDR52
MODULE_512 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_514 DHRS2 ADH1A ADH1C ADH7 SORD CRYZ ADH4 FASN TP53I3 CRYZL1
MODULE_516 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_516 ANGPT1 FGF1 ANPEP EPAS1 TNFAIP2 IL8 JAG1 FGF2 NRG1 IL18 TNFSF12 MMP19 FIGF DIO1 PTPRR PBX3
MODULE_519 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_525 PKD1 LIPA INSIG1 NUP205 MT1G CD69 PMAIP1 TRAK1 FMNL1 KLRAP1 FYTTD1 WDR75 NOX4 MIOS LBR DBF4 SGCD ULK4 HLA-DRB3 INTS7 NMD3 EIF2C2 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 KIAA0894 BET1L RAB8B KIAA0528 SYNE2 TLE4 ZMIZ2 EXOC6B NFKBID ANKRD44 P2RY8 LBH ORAI2 IRS2 NOC3L DIABLO SLC8A2 HIATL1 MMEL1 MESDC2
MODULE_528 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_528 SHMT2 GCLC ASNS ME2 GCLM CBS SDS TNFRSF10A ME3 LAP3 ACSL1
MODULE_530 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_530 SEPP1 GPX3 GOT1 GPX2 NUDT1 MPO SDS PRDX6 CAT GPX1 SOD1 GPX4 CDO1 ATOX1 PDLIM1 DUSP1
MODULE_532 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_532 COL6A3 KRT19 PPP4R2 ANXA1 CITED2 FN1 GJA1 ITGB5 DARC SFRP1 TMEM47 NFIL3 GEM FOS CCL2 ADIPOR2 STAT3 SV2B CHL1 CDH5 ACSL1 TBC1D9 UGCG TMED3 DLC1 SMAD3 MRPL47 MMP9 GPSM3 CD163 ITGAM IL8 CSF2RB CYP1A1 CHST1 IL1RL1 ZNF143 CD8A CYP2A7 ELOVL2 SLC11A2 TMEM97 HMHA1 GSN NCF2 SCARA3 BAIAP3 CDH4 CELF2 PTPRZ1 TMCC2 CUL9 REV3L ZNF167 S100A5 SDC3 CSF1 MXRA8 TP53 BASP1 LRP3 ZNF117 ZBTB5 CDK16 HOMER2 FURIN SCD KIAA0664 NXPH4 KBTBD10 ATG4D ACTR6 TMEM144 MRPL36 ANKRD13A IL18R1 FPR2 MST1R EPHA7 RNASEL TCEB2 TUBA4A MAPK4 SLC19A1 CXCL10 NGF ART3 CCL11 DYNC2LI1 PDE4D AMY2B AMIGO1 CHD9 CDK11A NUP54 CAND1 TMEM66 CYYR1 MRPL27 BEGAIN PIF1 ZMYM5 NANS RRAGD PYCRL MICB WDR46 NCOA7 FLJ10038 GPATCH3 LY86 MCTS1 MMP7 ABI3 CEBPZ NRL C9orf80 PORCN BPIFA1 KAT2B FLJ12190 C3orf17 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 DYX1C1 KIAA0509 LARP1 ZNF566 SIAH1 KLHL4 TBC1D8B MPRIP LANCL2 MGC2848 C7orf70 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 FAM113B C1orf20 LYL1 CORIN ATXN7 UNC79 ERVMER34-1 KIAA2013 QKI ATP8A2 DES SLMAP ERLIN2 SH2B3 ATG2A FAM22F MCMBP KIAA0556 PHAX AKAP8L ALG6 FBXW4 SURF6 PNMAL1 PLGLB2 DCTN3 KIAA0748 ACVR1 MREG BCL2L13 OTOR NSUN3 SLC25A27 GLTSCR2 PYGB SPNS1 COPE ARID5A WDR19 BAG3 CECR6 HNRPDL CD1D MAGED4B ITK MYL12A STAMBPL1 TMEM120A OR7E12P LINC00160 KDM5B ZNF264 CHD1 KIAA1967 C9orf69 NME1 C14orf157 SMG7 DIRAS2 ADCK3 PTGS2 KIAA1524 CMTM6 ESPN PTPRT POLDIP3 C2orf43 PARS2 CACNA2D3 TMEM161A MTMR12 OSBPL9 FNBP4 SUGP2 RNF220 COBRA1 PDCD6 YWHAB SENP1 TDP1 MAPKBP1 SAV1 ATG16L1 NECAP2 PAWR C9orf167 MORC3 KIAA1009 TIMELESS PGLYRP2 C6orf106 ATRN FBXO11 FAM40B MED25 FAF1 BRAP WRNIP1 CCDC90B KDELC1 TRIM7 ZMAT4 MMP14 NCRNA00159 C7orf42 UTP11L C19orf73 HS1BP3 MBD5 PTPLA EPS15L1 SLC17A8 BSDC1 PDCD2L SLC26A8 MICALL1 ZFP41 TNFRSF13C PRDM1 LRRC4C LOC79999 FMN1 C5orf20 REPIN1 NACAD POU6F2 C4orf21 NOL7 PAPOLA FLJ13224 GPR68 OBSCN CCDC134 CLCF1 OR2A1 DDX60 RBM7 CD1A THEG RNASE6 IL1A EREG BGN ERMN ACSM5 DNAH11 ZNF107 SLITRK1 QSER1 ITM2C FAM108C1 SIPA1L3 MRPS15 PIP4K2C TRIM48 C1orf116 LRRC19 STRN USP36 SNRNP25 PLEKHM2 APTX PRPF39 AURKAIP1 PHIP ACE LYZ ANKFY1 LAP3 TFPI2 MFSD1 VNN1 LY9 MLYCD GOLGA5 DNAJA1P5 MAL2 LACTB AHNAK LRRN3 SQRDL ITGB1 RNF213 FAIM FGFR1 RPAP3 SPSB4 MAP2K6 NADSYN1 GPR26 DCAF15 EPB41L4B METTL7A KIAA1715 ALKBH4 TH1L MED28 FAM70A ZDHHC2 PAQR5 CNOT6L FAM169A
MODULE_533 http://www.broadinstitute.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 ProSAPiP1 SEPT4 THBD TUBA4A KRT13 MYH7 MID1 TRIM22 NELL1 SEPT5 KRT17 KRT6B CCNT1 KIF5A LAMC2 TUBB4A CYTH1 VAMP2 BIVM AGAP3 RAPH1 USP37
MODULE_534 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_534 HIST2H2BE CENPA DIP2C HIST1H2BK HIST1H1C HIST1H2BL HIST1H2BJ SCNN1B HMGB2 CENPE HIST1H2AE HIST2H2AA3 SEC14L1 SLC22A23 DUSP16 DNAJC1 SNHG12 C16orf58
MODULE_537 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_540 MYC TFRC LTF SRI CP HFE TF MT2A FTH1 HPX
MODULE_543 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_543 ANXA1 ANXA2 ANXA3 SCGB1A1 MRC1 ANXA4 HLA-DOB LGALS4 LGALS3 HLA-DOA HLA-DRA HLA-DMB ANXA8L2 HLA-DRB4 LGALS1 LGALS7 ANXA5
MODULE_544 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_544 PTGIS SEMA3C CFHR1 LOXL1 FMOD C16orf45 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 RAB7L1 DGKI TAF4 PDE1A HIST1H3I AURKC NUDT4 TOR1B ESRP2 GNAZ MAP6 CRYGC ABCC13 ARNTL FBN3 BACE2 TMEM190 IL18BP C5orf13 THSD1 PHF14 LGR4 SLC36A1 ZFP28 TTTY11 ZNF765 C19orf22 MYNN SIGLEC9 NUP160 PTBP2 MAGOHB KIAA1432 RAD54B XCL2 VPS13C EXOC7 GAS5 TMEM14A ARHGAP24
MODULE_545 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_547 IGHM PTGIS EVI2B AP2A1 IGLJ3 CACNG4 NUP107 APOPT1 CPSF3L AHNAK NUDT22 WWC3 NEUROD6 ZNF266 MGA PLEKHA1
MODULE_552 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_552 HIST2H2BE H2AFX MYBL2 CBX1 CENPA RBMXL2 HIST1H2BK HIST1H2AC HIST1H1C EZH2 HIST1H2BL HIST1H2BJ HMGB2 H2AFZ HIST1H2AE HIST2H2AA3 H1F0 NASP
MODULE_557 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_557 AOC3 MAOB STAR MAOA PPBP PF4 VIPR1 TMPRSS15 ARHGAP22 PTGS2 ELTD1
MODULE_560 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_560 SERPINI1 UGT8 ALDH3A2 PMP22 SRXN1 SYN3 SLC27A4 PDE3B ATL2 DKFZP434I0714 GTF2H2 BAZ1B
MODULE_562 http://www.broadinstitute.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.broadinstitute.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.broadinstitute.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 ATP5J2 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 MUT RDX KIAA1383 PCDHB2 CPZ CAB39 PRUNE YIF1A ENOX1 ACP1 SETDB2 TFCP2 HCCS EDEM2 NUP155 NPL POLR1E HP1BP3 THNSL1 RNF186 TUBB1 STARD10 EIF2C1 RBP5 ZNF207 SENP3 SUGP1 SLC24A6 PAM16 MPDU1 STAM NUDT5 MED4 LOC155060 BUD13 UFM1 ELK4 GLOD4 USP16 BOK CSPP1 ERGIC1 XPOT DRG1 LRRC41 NCAPG LYAR DNAJC11 ZBTB46 ATG13 IRF6
MODULE_568 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_568 PLSCR1 VEGFA TYRO3 SLC23A2 TRIB2 GYG1 FABP4 LPIN1 ASAH1 UBE2V1 CD163 KCNN4 ST3GAL4 PVRL1 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 FAM96A CHMP2A TMEM59 RHOQ DHRS7 IRF2 METTL9 MXI1 SYPL1 NCSTN HEXA MUTYH SUOX STX7 GPM6B FRMD4B CRYL1 ST8SIA1 SAA4 C14orf109 BCL2L12 RNF14 ANKS1A HPS4 GAB2 FBXO7 ABI1 CHSY1 RYBP B3GALT6 SLC25A13 PARP4
MODULE_571 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_571 AQP1 GRK5 ELMO1 ACVRL1 ALPPL2 BHMT RORA EPHB1 COL4A4 DRD1 ATXN3 HCAR1 GPR18 PTPN21 DPYS
MODULE_573 http://www.broadinstitute.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.broadinstitute.org/gsea/msigdb/cards/MODULE_575 C7 EDNRA MMD C5 C8B PRF1 ADORA3 GZMA GZMB LYZ GZMM GZMH
MODULE_576 http://www.broadinstitute.org/gsea/msigdb/cards/MODULE_576 KIAA0430 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 NOV HGD ACACB RHAG RPLP2 SRP14 SLC20A1 NF2 MARCKS CBY1 NUP54 DHODH PRDM1 SMYD5 NINJ1 PRSS3 GABRA2 HIST2H4A 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 PROSC VASH2 MYO1C CDC42SE2 PFDN4 TECPR2 OXR1 PTBP1 SLC9A1 SSR3 WWP1 SARM1 ACTA1 LAMTOR1 MGAT3 CRNKL1 PPP2R5C MTMR2 RNF11 NXN H3F3B CC2D2A DLL1 ATG5 KPTN MPPE1 HYOU1 CCDC88A MKNK2 FOXS1 WNT5B