MODULE_1 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_1 ABLIM1 ACD ACKR1 ACTG2 ACTN1 ADAM19 ADIPOR2 ADIRF AEBP1 AHDC1 AKAP12 AKAP17A AKR1C1 ALDH1A1 ALDH1A2 ALDH7A1 AMT ANGPTL2 ANXA1 AOC3 AOX1 APOE AQP1 AR ATF3 AUTS2 BCAM BCL6 BIRC2 BMERB1 C1QB C1S C7 CACNB3 CALD1 CALU CAP2 CAV1 CAV2 CCL15 CCL2 CCL3 CCN1 CCN5 CCND1 CCND2 CD14 CD151 CD200 CD302 CD34 CD44 CD55 CDC42EP1 CDH11 CDKN1A CDKN1C CFD CFH CFHR1 CHGA CHPF CHST15 CITED2 CLEC2B CLEC3B CNN1 CNN3 COL15A1 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COX7A1 CPE CPQ CRIM1 CRIP1 CRYAB CSRP1 CTSK CXCL12 DAB2 DBN1 DBP DDR2 DDX21 DDX42 DENND2B DEPP1 DHRS2 DHRS3 DLK1 DPYSL3 DST DUSP2 DUSP6 ECM2 EDNRA EFNA2 EFS EGR1 EGR3 EMILIN1 EMP1 EMP2 EMP3 ENG ENPP2 EPHX1 EPS8 F13A1 FAT1 FBLN1 FBN1 FBXL7 FCGRT FGFR1 FHL2 FILIP1L FLNA FMOD FN1 FOS FOSB FOSL2 FSTL3 FUCA1 FXYD1 G0S2 GABBR1 GADD45A GADD45G GAS1 GATM GBE1 GEM GET1 GFPT2 GJA1 GMPR GNG11 GNG12 GOLGA8A GPC3 GPNMB GPX3 GSTA4 GSTM1 GYG1 HEG1 HES1 HSPB2 HSPG2 ID2B IER3 IFI16 IFI27 IFIT1 IFNGR1 IGF1 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IGHG3 IGHM IL1R1 IL6 IQGAP1 IRF9 IRS1 ITGA6 ITGA7 ITGB5 ITM2A ITPR1 JADE2 JUN JUNB KCNMB1 KLF10 KLF4 KRT19 LAMB1 LAMB2 LDLR LDOC1 LGMN LHFPL2 LMNA LMO4 LMOD1 LOXL1 LPCAT1 LRP1 LTBP1 LTBP2 LUM MAF MAFF MAGI1 MAN2B1 MAN2C1 MAOB MAPRE2 MARF1 MBNL1 MDK MFAP2 MFAP4 MICAL2 MITF MSX1 MTUS1 MXRA5 MYC MYH11 MYL9 MYLK NAMPT NCALD NCAM1 NDN NECTIN2 NFE2L2 NFIL3 NID2 NOTCH3 NR2F1 NR4A1 NR4A2 NUPR1 OPTN ORM2 P4HA1 PCOLCE PDGFRA PDGFRB PDGFRL PDLIM3 PDLIM5 PDLIM7 PDPN PDZRN3 PECAM1 PEG10 PEG3 PER1 PIM1 PKD1 PLA2G2A PLAT PLEC PLSCR1 PLXND1 PNRC1 POU2F3 PPP1R12B PPP1R15A PPP4R2 PRSS23 PSMC2 PTGIS PTPN12 PTPN13 PTPRK QSOX1 RAB13 RAB31 RABGAP1 RARRES2 RASSF2 RBP1 RBPMS RFTN1 RGS2 RGS5 RHOB RHOBTB3 RNASE1 RNASE4 ROR2 RRAD RSRP1 S100A11 SCP2 SDC1 SEC11A SELE SELENOP SEMA3C SEPTIN10P1 SERPINE1 SERPINH1 SFRP1 SFXN3 SGCE SGK1 SLC23A2 SLC2A3 SLC39A6 SLC43A1 SLC6A2 SLPI SMARCA2 SMARCD3 SMTN SNCG SOD3 SOX4 SPON1 SRGN SRPX SRRM2 SRSF5 STAB1 STAR STAT3 SVIL SYNE1 TBC1D2B TCEAL4 TES TFAP2B TFRC TGFBI TGFBR2 TGFBR3 TGM2 THBS2 THY1 TIMP2 TIPARP TM4SF1 TMEM47 TNC TNFAIP3 TNFRSF10B TNFRSF13B TNXB TPM1 TPM2 TRAM2 TRIB2 TRIP6 TRO TSC2 TSPAN3 TSPAN7 TSPYL2 TYRO3 UBXN1 UGDH ULK1 VAMP5 VEGFA VWF WDR7 WFS1 WWTR1 ZBTB20 ZYX MODULE_100 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_100 AAK1 AANAT ABAT ABCA3 ABCC5 ABCC8 ABLIM1 ABLIM3 ACD ACSL1 ACSL6 ACTL6B ADH1A ADIRF AGT AHDC1 AKR1C1 ALB ALCAM ALDH1A1 ALDH1A3 ALDH4A1 ALDH7A1 AMPH AMT ANGPT1 ANK3 ANOS1 APBA2 APBB1 APC2 APLP1 APOC1 APOC4 APOD APOE AQP1 AQP4 ARC ARHGDIG ARHGEF4 ARMCX2 ARNT2 ASIC1 ATOSB ATP1B1 ATP1B2 ATP2B2 ATP6V0A1 ATP6V1D ATP6V1G2 ATP9A B4GAT1 BAIAP3 BCAS1 BCL11A BICD1 BIN1 BMERB1 BRD4 BTBD3 C1QB C3 CA11 CA12 CA2 CABP1 CACNA1A CACNA2D2 CACNB3 CACNG3 CADM1 CALB1 CALB2 CARTPT CBLN1 CBR1 CBX6 CCK CCND2 CD24 CDH11 CDH18 CDH2 CDH22 CDH4 CDK18 CDKN1A CEL CELF2 CELSR3 CEP135 CFAP410 CGA CHGA CHGB CHL1 CHN2 CHRNB1 CHST1 CHST15 CITED1 CKB CKMT1B CLDN10 CLDN5 CLEC3B CLIP3 CNP CNTNAP2 COL6A2 COL9A2 COL9A3 CORO1A CORT COX7A1 CPE CRABP1 CRMP1 CRYAB CRYM CSH2 CSPG5 CSRP2 CTSF CX3CR1 CYB5R1 DBN1 DBP DCLK1 DCX DDX17 DDX3Y DGCR2 DIRAS3 DKK4 DLG4 DLK1 DMBT1 DNAJB2 DNM1 DPP6 DPYSL3 DPYSL4 DTNB DUSP5 DUSP8 DVL1 DYNC1I1 EDA EDNRB EEF1A2 EFNA2 EFNB3 EFS ELAC2 ELAVL2 ELAVL4 ELF3 ELMO1 ENO2 ENPP2 EPAS1 EPB41L3 EPHA4 EPHX1 EPN2 EVI2A EXD2 F3 FABP7 FADS2 FAM107A FAM131A FAT1 FAT2 FBXL7 FEV FEZ1 FGB FGF9 FGFR1 FGFR2 FGFR3 FKBP1B FOLR2 FOS FOXG1 FOXO4 FRZB FXYD1 FZD7 FZR1 GABBR1 GABBR2 GABRB3 GABRG2 GAD1 GADD45G GAGE12F GAL GALR3 GAP43 GATM GBF1 GET1 GFPT2 GJA1 GJB1 GLRB GNAO1 GNG12 GNG4 GNG7 GPC3 GPM6A GPRASP1 GPRC5B GPX3 GRIA2 GRIK1 GRIK5 GRIN1 GSTA4 GSTM1 GUCY1B1 H2BC21 HAGH HBB HMOX1 HPR HRAS HSPA13 HSPA2 HTR4 HTRA1 IFI27 IFIT1 IGFBP2 IGFBP3 IGFBP6 INHBB INPP1 INSIG1 INSM1 IQSEC1 ITGA6 ITGA7 ITM2A ITPKA ITPR1 KAT6B KCNA5 KCNJ4 KCNK1 KCTD17 KHDRBS3 KIF21B KIF3A KIF5C KLHDC3 KLK6 KMT2A KRT4 KRT86 KYAT1 L1CAM LAMA2 LARGE1 LDB2 LDOC1 LGR5 LHX2 LIPA LMO2 LMO4 LPL LY6H LZTS3 MACIR MAGI2 MAL MAOA MAOB MAP2 MAP7 MAPK10 MAPK8IP2 MAPRE2 MAPT MAT1A MBP MDK MEF2C MEGF9 MEIS2 MLC1 MLLT11 MPP3 MT1G MTHFR MTMR9 MTSS1 MTUS1 MXD4 MYH11 MYLK MYO10 MYRF NAB2 NAP1L3 NCALD NCAM1 NCAN NEBL NECAB3 NECAP1 NEFL NEFM NEO1 NEURL1 NFYC NHERF1 NID2 NNAT NOVA1 NOVA2 NPTX1 NPY NR1D1 NR4A1 NRG2 NRGN NRXN1 NTRK2 NUPR1 OLFM1 OMG ORM2 PALM PARD6A PARM1 PAX4 PAX6 PCBP4 PCDH9 PCK1 PCP4 PCSK1 PDE2A PDE4B PDE8B PDGFRA PEG10 PENK PER1 PFKFB4 PHLDA1 PHYHIP PITPNB PKD1 PKIA PLAAT3 PLCB1 PLCH2 PLEKHB1 PLP1 PLXNA2 PLXNB1 POLR2J POMZP3 PPL PPP3CA PPP4R2 PRAME PRB4 PRKACB PRKCB PRKCZ PRPF19 PRPF6 PRSS2 PSD PSG7 PSPHP1 PTGDS PTK2B PTN PTP4A3 PTPRD PTPRN PTPRN2 PTPRO PTPRZ1 QDPR QPCT RAB11B RAB31 RAC3 RALGPS1 RASL10A RASSF2 RBMS3 RBP1 RCAN2 RELN RGS1 RGS4 RGS5 RGS7 RHBDL1 RHOB RIMS2 RIMS3 RNASE1 RND1 RND3 RNF144A ROR1 RPH3A RPS4Y1 RSBN1 RTN1 RUNDC3A RUNX1T1 RYR3 S100B SCAMP5 SCG2 SCG5 SCHIP1 SCN1B SCN2B SCO2 SCRN1 SELENOP SEPTIN5 SERPINA1 SERPINA3 SERPINI1 SETBP1 SFRP1 SGCE SH3BGR SH3GL3 SIX6 SLC17A7 SLC1A3 SLC1A6 SLC22A18AS SLC23A2 SLC2A3 SLC39A6 SLC6A3 SLIT1 SMARCD3 SNAP25 SNAP91 SNCB SNCG SNPH SNRK SOD3 SORBS2 SOX10 SOX4 SOX9 SPARCL1 SPHK2 SPOCK1 SPOCK2 SPP1 SPTBN2 SRPX SST SSTR2 ST18 ST3GAL5 ST6GALNAC4 STAT2 STK39 STMN1 STMN2 STOML1 STX1A STXBP1 SULT4A1 SV2A SV2B SYNE1 SYNGR1 SYT1 SYT5 TACC2 TAGLN3 TBC1D9 TBR1 TCEAL4 TENM4 TF TFAP2B THBS2 THBS4 THRA TIMM17B TIMP3 TLE1 TLE2 TM7SF2 TMCC2 TMEM47 TMSB15A TMX4 TNC TNF TRIM2 TRIM23 TRIM9 TRO TRPC4AP TRPM2 TSPAN7 TSPAN8 TSPYL2 TSPYL4 TUBGCP4 TUSC3 TYRO3 UBE2D1 UBL3 UBXN1 UCHL1 VCAN VGF VSNL1 WASF3 WDR7 WFDC2 WIF1 ZBTB16 ZBTB18 ZBTB20 ZIC1 ZIC2 MODULE_101 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_101 GSTA2 GSTA3 GSTA4 GSTM2 GSTM4 GSTM5 GSTP1 GSTZ1 MGST2 MGST3 MODULE_102 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_102 ADA ADK ADSL APRT CMPK1 CTPS1 DTYMK GART GMPS HPRT1 IMPDH2 MTHFD1 NME1 NME2 NME4 PAICS PRPS1 PRPS2 UMPS MODULE_103 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_103 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A SURF1 MODULE_104 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_104 AANAT ABCA1 ABCB9 ABCC8 ACR ACSL6 ACTL6B ADA ADAM20 ADGRL3 ADRA1D ADRA2C AKAP3 AKAP7 ALDOB ALOX15 AMELX AMMECR1 ANKRD26 ANPEP AOC1 APC2 AQP8 ARFGAP3 ARID1A ASIC3 ASIP ATOSB ATP4A ATP6V1G2 B3GNT3 BARX2 BMP10 BRD4 BRME1 BRMS1 CALB2 CASP2 CBL CBLN1 CCDC9 CCHCR1 CCK CCKAR CCL16 CCL7 CCNF CD33 CD3E CD4 CD82 CD86 CD8A CDA CDH1 CDH16 CDK5R2 CEACAM3 CEACAM4 CELA2B CEP135 CFAP410 CHP2 CHRNB1 CHRNB4 CHST1 CHST3 CLDN14 CLDN5 CLDN9 CNKSR1 CNTN6 COL10A1 COL19A1 COL2A1 CRCP CSH2 CSTF2 CTAG1B CTSG CXCL5 CYP27B1 CYP2A7 CYP2C19 CYP2E1 CYP2F1 DEFA1 DHRS2 DIDO1 DKK4 DMBT1 DNAH9 DNAJB12 DNALI1 DNASE1 DTNB ECE2 EDA EIF1AY EIF4EBP1 ELAVL2 EMID1 ENTPD2 EPM2A EPOR EXD2 EXOSC2 FAM131B FAM13A FANCL FAT2 FCN2 FEV FKBP6 FLT1 FMO5 FUT3 FZR1 GAGE12G GALNS GALR3 GAS8 GBF1 GFPT2 GHITM GIP GLE1 GNG4 GNG7 GNMT GPR17 GPR3 GREM1 GRIK5 GRK1 GRK3 GRM2 GTSE1 H3C6 H6PD HAAO HAP1 HBB HCRT HLA-DOB HMHB1 HOXB1 HOXC11 HOXD10 HOXD13 HPR HRK HSD17B1 HTR4 HTRA2 IKBKG IL3 ING1 INHBC INTS9 ISG20L2 ITIH1 IVL JAKMIP1 KCND3 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF1C KIF21B KRT13 KRT2 KRT32 KRT33B KRT6A KRT85 L1CAM LCE2B LEFTY1 LILRA4 LORICRIN LRCH4 LRIT1 LY6G6C LYPD3 MACIR MAGEA4 MAGEA9 MAGEC1 MAGI1 MAPK13 MAT1A MET MLANA MLC1 MLLT1 MPO MPZ MPZL2 MSI1 MTA2 MTHFR MYCL MYEF2 MYH2 MYOG MYOZ3 NAT8 NCALD NDRG2 NECTIN1 NELFA NEMF NMB NNAT NR0B2 NR2E3 NRG2 NRXN1 NSG1 NTNG1 NTRK1 ODF1 PARD3 PAX4 PAX6 PAX7 PDCD1 PDE4A PDE4C PGAM2 PGC PHF20 PI3 PIGL PIGO PIK3IP1 PKP3 PLIN1 PNOC POM121L9P PPP3CA PPP4R2 PPP6R2 PPT2 PRB4 PRELID3A PRF1 PRG2 PROC PRSS16 PSCA PSD PSG7 PTH2R PTP4A3 PTPRN PZP QPCT RAC2 RAC3 RAD51D RANBP9 RAP2C RASL10A RBMXL2 RCE1 RCVRN RECQL5 REG1A REG1B REN REPS2 RGS9 RHBDL1 RIBC2 RIMS2 RPH3A RRH RUNDC3A S100A4 S100A5 S1PR2 S1PR4 SCGN SCN2B SCYL3 SEMA7A SERPINA4 SEZ6L SFTPC SHBG SIT1 SIX3 SIX6 SLC17A3 SLC17A7 SLC18A1 SLC22A18AS SLC22A6 SLC29A2 SLC6A2 SLC7A11 SLC7A4 SLIT3 SLPI SMAGP SNAP25 SOX10 SPART SPC25 SPINK2 SRPK3 SSTR2 SSX4 STATH SYNGR4 SYT5 SZT2 TACC2 TAGLN3 TAOK2 TBR1 TBX1 TBXT TEX28 TFAP2B THRA TMSB4Y TNFRSF10C TNFRSF10D TNFRSF13B TNFRSF21 TNFRSF6B TNNT1 TP63 TRIB1 TRIM10 TRIM15 TRPM2 TYR UCN UNC119B VAMP1 VCY WASF2 WNT10B ZBTB24 ZC3H14 ZNF143 ZNF157 ZP2 MODULE_105 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_105 ACOT7 ACTA2 ADAM9 ADARB1 AGXT AHR AIMP2 ALCAM ANXA1 ANXA8L1 ARPC1A ASNS ATF3 ATP2B1 BIRC2 BIRC5 BLM BOP1 CACNB3 CARS1 CBR1 CCL21 CCN1 CCN2 CCNA2 CCNB1 CCNF CDC34 CDH3 CDK1 CENPA CHAF1A CHKA CITED1 CITED2 CKS1B CKS2 CLIP1 CNN3 COASY COG2 COL15A1 COL18A1 COL3A1 COL4A2 COL5A2 COL6A3 COMP COX17 CRAT CRYZ CSF1R CSRP2 CTPS1 CYP1B1 DAP DDX17 DELE1 DFFA DNM2 DTYMK ELANE ELAVL1 EMG1 EMP1 ERF ERP29 EZH2 FADD FAM3C FGFR1 FOXM1 FURIN FXYD3 FZD2 GALC GART GAS1 GBE1 GCSH GGH GJA1 GOT2 GPX2 GSPT1 GTF2H1 HADHA HAGH HBEGF HELZ HSD17B10 HSPB1 HSPH1 IDI1 IGF2BP3 ILF3 ITPR3 KCNK1 KDM5C KEAP1 KNTC1 LAD1 LAMA3 LAMB1 LGALS1 LMAN2 LMO4 LPGAT1 LPIN2 LRBA LTBR LUM MAD1L1 MAD2L1 MALL MAN2B1 MAPKAPK3 MARK3 MELK MGAT1 MGMT MKI67 MKNK1 MMD MRPL12 MSH2 MSMO1 MTA1 MYBL2 NCBP2 NDUFB7 NEK2 NFYC NOLC1 NRIP1 P3H4 P4HA1 PAFAH1B3 PAICS PCBD1 PCNA PDLIM4 PDXK PFKFB4 PFKM PFKP PHB1 PIGC PLIN2 PMAIP1 PMP22 POLD2 POLR2J PPARD PPP4R1 PRDX2 PRPSAP1 PSEN1 PSMC2 PTS PUF60 PUM3 PYGL RAB4A RBP1 RGS3 RO60 RPA1 RRM1 RRM2 S100A13 SAA1 SDF2 SELENBP1 SERPINB5 SLC20A1 SNRPB2 SNX1 SNX17 SOX4 SPARC SREBF2 SRSF6 STIP1 SUPT5H TARBP2 TCF12 THBS2 THBS3 TLR1 TOPBP1 TPBG TUBG1 UBE2G1 UBXN1 UMPS VCAN WASF3 WEE1 ZNF22 MODULE_106 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_106 CYP11A1 CYP1A1 CYP1B1 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2J2 CYP3A4 CYP3A7 CYP4B1 MODULE_107 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_107 ACE ACY1 ADAM8 ADAM9 AEBP1 ANPEP APOC1 BMP1 C1R C1S C2 CAPN2 CASP1 CASP4 CELA3A CFB CFI CPA3 CPB2 CPM CPN1 CTSB CTSC CTSD CTSE CTSK CTSL CTSO CTSS CTSW DPP4 ENPEP F10 F12 F2 FAP FOLH1 FURIN GZMA GZMB GZMK HP HPN HTRA1 KLK10 KLK6 LAP3 LGMN MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP2 MMP3 MMP7 MMP9 MST1 NAPSA OLR1 PEPD PGC PLAT PLAU PLG PROC PROZ PRSS2 PRSS23 PRSS8 PSMB9 TIMP1 TMPRSS2 TPSAB1 UBD WFDC2 XPNPEP1 MODULE_108 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_108 ANOS1 C3AR1 C5 C5AR1 CCL11 CCL13 CCL15 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCR1 CCR2 CCR5 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR3 CXCR4 DEFB1 DEFB4A FOSL1 FPR1 FPR2 FPR3 HRAS IL16 IL1A LECT2 NOVA1 PF4 PLAU PLAUR PLD1 PPBP RALA SERPIND1 XCL1 MODULE_109 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_109 C1R C1S C2 CELA2A CELA2B CELA3A CFB CFI CTRC CTSG ELANE F10 F11 F12 F2 GZMA GZMB GZMH GZMK GZMM HP HPN HTRA1 KLK1 KLK10 KLK2 KLK6 MST1 PLAT PLAU PLG PROC PROZ PRSS12 PRSS2 PRSS23 PRSS8 TMPRSS2 TPSAB1 MODULE_11 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_11 AAK1 AANAT ABAT ABCA1 ABCA3 ABCC5 ABCC8 ABLIM1 ABLIM3 ACSL1 ACSL6 ACTL6B ADARB1 ADGRL1 ADH1A AGT AHDC1 AKR1C1 ALB ALCAM ALDH1A1 ALDH4A1 ALDH7A1 AMPH AMT ANGPT1 ANK3 ANOS1 AP3M2 APBA2 APBB1 APC2 APLP1 APOC1 APOD APOE AQP1 AQP4 ARC ARHGDIG ARHGEF4 ARNT2 ATOSB ATP1B2 ATP2B1 ATP2B2 ATP6V0A1 ATP6V1D ATP6V1G2 ATP9A B4GAT1 BAIAP3 BCAS1 BCKDHA BCL11A BCL6 BCL9 BICD1 BIN1 BMERB1 BRD4 BSN BTBD3 C1QB CA11 CA12 CA2 CA4 CABP1 CACNA1A CACNA2D2 CACNB3 CACNG3 CADM1 CALB1 CALB2 CAPN3 CARD10 CARTPT CBLN1 CBR1 CBX6 CCK CCND1 CCND2 CD200 CD24 CD37 CDH11 CDH16 CDH2 CDH22 CDH4 CDK18 CEACAM3 CELF2 CELSR3 CEP135 CFAP410 CHGA CHGB CHL1 CHN2 CHRNB1 CHST1 CHST15 CKMT1B CLDN10 CLDN5 CLEC3B CLIP3 CNP CNTNAP2 COL9A2 COL9A3 COLGALT2 CORO1A CORT COX7A1 CPE CRABP1 CRMP1 CRYAB CRYM CSPG5 CSRP2 CTSF CUL9 CX3CR1 CXCR4 CYB561 DBN1 DBP DCLK1 DCX DDX17 DKK4 DLG4 DMBT1 DMTN DNAJB2 DNM1 DPP6 DPYSL3 DPYSL4 DTNB DUSP8 DVL1 DYNC1I1 EDA EDNRB EEF1A2 EFNA2 EFNB3 EFS EGR3 ELAC2 ELAVL2 ELAVL4 ELL2 ELMO1 ENO2 ENPP2 EPAS1 EPB41L3 EPHA4 EPHX1 EPN2 ERBB3 ETV5 EVI2A EXD2 F3 FABP7 FADS2 FAM107A FAM131A FAT1 FAT2 FBXL7 FEV FEZ1 FGB FGF9 FGFR1 FGFR2 FGFR3 FKBP1B FOS FOXG1 FOXO4 FXYD1 FZD7 FZR1 GABBR1 GABBR2 GABRB3 GABRG2 GAD1 GAD2 GAGE12F GALC GALR3 GAP43 GATM GBF1 GCLC GDPD5 GET1 GFAP GFPT2 GJA1 GJB1 GLRB GNAO1 GNB5 GNG4 GNG7 GPA33 GPM6A GPRASP1 GPRC5B GPX3 GRIA2 GRIK5 GRIN1 GSTA4 GSTM1 GUCY1B1 H2BC21 H4C3 HAGH HAP1 HLF HOPX HPR HRAS HSPA13 HSPA2 HTR4 IFI27 IFIT1 IGFBP2 IGSF3 INPP1 INSIG1 IQSEC1 ITGA6 ITGA7 ITM2A ITPKA ITPR1 KAT6B KCNJ4 KCNK1 KCTD17 KHDRBS3 KIF1B KIF21B KIF3A KIF5C KLHDC3 KLK6 KMT2A KRT31 KRT4 KRT86 KYAT1 L1CAM LAPTM5 LARGE1 LDB2 LDOC1 LGR5 LHX2 LIPA LMO2 LMO3 LMO4 LPL LY6H LZTS3 MACIR MAGI2 MAL MAOA MAOB MAP2 MAP7 MAPK10 MAPK8IP2 MAPK8IP3 MAPRE2 MAPT MAT1A MBP MEF2C MEGF9 MEIS2 MLC1 MLLT11 MMD MOAP1 MT1G MTHFR MTMR9 MTSS1 MTUS1 MXD4 MYH11 MYLK MYO10 MYRF NAB2 NAP1L3 NCALD NCAM1 NCAN NDN NEBL NECAB3 NECAP1 NEFL NEFM NEO1 NEURL1 NFYC NHERF1 NNAT NOVA1 NOVA2 NPTX1 NPY NR1D1 NRG2 NRGN NRXN1 NTNG1 NTRK2 NUPR1 OAZ2 OLFM1 OMG ORM2 PALM PARD6A PAX4 PAX6 PCBP4 PCDH9 PCP4 PCSK1 PDE2A PDE4B PDE8B PDGFRA PEG10 PENK PER1 PHYHIP PITPNB PKD1 PKIA PLAAT3 PLCB1 PLCH2 PLEKHB1 PLP1 PLPP2 PLXNA2 PLXNB1 POLR2J POMZP3 PPP1R1A PPP4R2 PPP6R2 PRB4 PRKACB PRKCB PRKCZ PRPF19 PRPF6 PRSS2 PSD PSG7 PSPH PSPHP1 PTGDS PTK2B PTN PTP4A3 PTPRD PTPRN PTPRN2 PTPRO PTPRZ1 QDPR RAB11B RAB31 RAC3 RALGPS1 RASL10A RASSF2 RBMS3 RBP1 RCAN2 REV3L RGS1 RGS4 RGS5 RGS7 RHBDL1 RHOB RHOD RIMS2 RIMS3 RNASE1 RND1 RNF144A RNF167 RNF41 RPH3A RREB1 RSBN1 RTN1 RUNDC3A RUNX1T1 RYR3 S100B SCAMP5 SCG2 SCG5 SCHIP1 SCN1B SCN2B SCO2 SELENOP SERPINA1 SERPINA3 SERPINI1 SETBP1 SFRP1 SGCE SGK1 SH3BGR SH3GL3 SLC17A7 SLC1A3 SLC1A6 SLC22A18AS SLC23A2 SLC2A3 SLC39A6 SLIT1 SLIT2 SMARCD3 SNAP25 SNAP91 SNCB SNCG SNPH SNRK SOD3 SORBS2 SOX10 SOX4 SOX9 SPHK2 SPOCK1 SPP1 SPTBN2 SRPX SST SSTR2 ST18 ST3GAL5 ST6GAL1 ST6GALNAC4 STAT2 STK39 STMN1 STMN2 STOML1 STX1A SULT4A1 SV2A SV2B SYNE1 SYNGR1 SYT1 SYT5 TACC2 TAGLN3 TBC1D9 TBR1 TCEAL4 TCF7 TENM4 TFAP2B THBS2 THRA TIMM17B TIMP3 TLE1 TLE2 TM7SF2 TMCC2 TMEM47 TMSB15A TMX4 TNC TNF TRIM16 TRIM2 TRIM23 TRIM9 TRO TRPC4AP TRPM2 TSPAN7 TSPAN8 TSPOAP1 TSPYL2 TSPYL4 TUBGCP4 TUSC3 TYRO3 UBE2D1 UBL3 UBXN1 VCAN VGF VSNL1 WASF3 WDR7 WIF1 ZBTB16 ZBTB18 ZBTB20 ZIC2 MODULE_110 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_110 AARS1 AIMP1 CARS1 EPRS1 GARS1 HARS1 HARS2 IARS1 KARS1 KHSRP LIG1 NARS1 QARS1 SARS1 VARS1 YARS1 MODULE_111 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_111 ACVR1B ADCYAP1 AFAP1 AIF1 APBA1 AQP7 ARHGAP4 ATF6B ATP6V1B1 AVPR1B BDH1 BGN BNIP1 CACNB1 CALB2 CCL2 CD22 CD33 CD34 CD5 CD8B CDH5 CEACAM4 CELSR2 CFAP410 CFB CHI3L2 CHRNE CLCNKA CNTN1 CRYAA CSNK2A2 CSRP3 CTF1 CXCL5 CXCL9 CYP2A6 CYP2C9 CYP2F1 DAPK1 DHRS2 DLG4 E2F1 EDEM1 EFNA3 EFNB1 ELL EZH1 FCGR2A FCGR2B FEV FGR FHL3 FLT1 FLT4 FUT3 FUT7 GATA2 GBF1 GCK GMPR GNG4 GOLGA1 GRM4 HAAO HLA-DOB HNF4A HSF4 IGHMBP2 IKBKE IL1RN IL2RG IL4R INPP5D IRF5 ITIH4 KCNJ4 KIR2DL3 KRT12 KRT2 KRT31 KRT33B KRT6A KRT86 LGALS9 LIF MEF2C MLANA MME MPP2 MPP3 MPZ MR1 MTFR1 MVK MYBPC1 MYBPC2 MYO1E NCKAP1L NELL2 NGFR NHERF2 NNAT NR1D1 NUDT1 OAS2 P2RX5 PAX6 PAX8 PBX1 PDE4A PGC PHKG1 PLGLB2 POLA2 PROC PSD PTGER3 PTPRN PTPRU PXN RAPGEF5 RASL10A RGS16 S100P SCN1B SEMA3F SLC10A1 SLC18A1 SLC30A3 SLC5A2 SLC6A9 SMPDL3B SPRR2C SPTB STAT4 STXBP1 TACR3 TAF1 TAF15 TBR1 TBXA2R TNR TUB VAV2 WAS WNT10B ZKSCAN7 ZNF132 ZNF143 ZNF157 ZNF592 ZP2 MODULE_112 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_112 A2M AADAC ACR ACSM3 ADCYAP1R1 ADH1B ADRB2 AGXT ALDH1A3 ALDH3A2 ALDH3B2 ALOX15 AMELY ANGPT1 ANK3 APLP1 APOH AQP4 ARSB ASGR2 ATP1B2 AZGP1 BAAT BRME1 C1R C1S C5 C7 CALML3 CASR CAV1 CBLN1 CCL17 CCL20 CCL4 CD163 CD22 CDH17 CDH2 CDKN1C CDKN2A CEACAM1 CEACAM5 CETP CHGA CHGB CHI3L2 CHRNB2 CLDN10 COL15A1 COL3A1 COL4A2 COL5A2 COX7A1 CP CPS1 CRHR2 CRMP1 CSF2RB CSH2 CTSK CX3CR1 CXCL2 CXCL3 CYP1B1 CYP2A7 CYP2B6 CYP2D6 CYP2J2 CYP3A7 DAO DDC DEFB1 DHRS2 DPEP1 DPP4 DPP6 DPYSL3 DVL1 EDA EFNA5 EHHADH EPAS1 EPHB1 ERCC8 ETV3 EYA2 F3 FABP4 FCGR3A FHL2 FPR1 FUT7 GABRB3 GAD1 GAP43 GAS1 GATA1 GATA2 GATM GBP1 GJB1 GLRA2 GPC3 GPNMB GPX3 GRB14 GRIK1 GRK5 GRP GSTM3 GSTM5 HMOX2 HPGD HRK IGF1 IGF2 IL3 ISL1 ITGA3 ITIH2 ITIH3 JAK3 KCNB1 KCNJ15 KIAA0040 KIR2DL4 KLF5 KLHDC3 KLRC1 KRT13 KRT4 KRT86 KRTAP5-9 KYNU LAMA3 LGALS4 LRRC32 LUM LY6D MAOB MEF2C MEOX1 MFAP5 MIR9-1HG MLC1 MMP3 MYBPC1 MYH2 MYOG NAT2 NELL1 NEO1 NEUROD1 NFKBIL1 NMU NNAT NOS1 NOVA1 NPTX1 NPY NPY1R NRG1 NTRK3 NTSR1 OLFM1 OMG P2RX1 PAH PAX5 PCP4 PDK4 PIK3CD PKIA PLCB2 PLXNB1 PMEL POU2F2 POU3F1 PPP3CA PRG4 PRKCQ PROCR PRSS8 PRTN3 PSG6 PTH1R PTPRD PTPRG PTPRO PTPRR PTPRS QPCT RAPGEF1 RBMY1A1 RBP1 RBP4 RCAN2 RCVRN RGN RGS7 RIN1 RND3 ROR1 RPS6KA2 RREB1 RXRG S100A5 S100P S1PR1 SCG2 SCN4A SCTR SDS SELENOP SERPINA6 SERPINA7 SERPING1 SFN SIM2 SLC1A3 SLC28A1 SLC34A1 SMTN SOX9 SPARCL1 SPRR1B SRPX ST6GAL1 SYT1 TCF15 TCN2 TCP10L3 TF TFPI2 TGFA TGM3 THBS1 THBS2 THRB TIMP4 TMSB15A TNC TNFRSF11B TNNT3 TNP1 TRIM29 TSPAN8 TYR TYRP1 UGT1A6 UGT2B10 UGT2B7 UGT8 UMOD VSNL1 WASF3 WFDC2 WT1-AS ZNF143 MODULE_113 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_113 ABO ALAD ALDH6A1 AMELY AMPD1 ANGPT1 APLP1 AR ASGR2 ATF6B ATP1B2 ATP2B2 CADPS CBLN1 CBS CEACAM7 CENPE CHN2 CHRNA4 CLCN4 CLUL1 CRABP1 CRMP1 CTF1 CYP2C9 CYP3A7 DLG4 DMD DNASE1L3 DPP6 DRD4 EFNB3 ELL ENPEP ETV3 FGFR3 FHL3 FLT1 FLT4 GAD1 GAGE1 GAP43 GCG GHR GLP1R GMPR GP5 GPA33 GPLD1 GPM6A HAS2 HNF4A HOXB3 HRG HRH1 HSD17B2 IL3 ITGA3 KCNB1 KCNN3 KIR2DL3 KRT76 KRT86 LEPR MAG MAOA MAP2 MIR9-1HG MMP8 MYB MYF6 NAP1L3 NOVA1 NR1D1 NR1I3 OMG OPCML PAH PCK1 PDCD2 PIK3CD PLA2G2A PRKCA PROZ PTPRO RASL10A RGR RGS7 RREB1 RRH SERPINA6 SERPINB3 SLC6A4 SMCP SPTB ST6GALNAC2 TACR3 TBR1 TBX2 THRB TIAM1 UMOD WNT2 WNT5A ZIC1 ZKSCAN7 ZNF157 MODULE_114 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_114 ABCC1 ACAA1 ACADM ADIPOR2 AIF1 ALDH9A1 ALDOA AP2S1 APMAP APRT ARHGDIA ARMT1 ARPC1B ARPC2 ARPC3 ATP5F1B ATP5IF1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MJ ATP5PF ATP5PO ATP6V0B ATP6V0E1 B2M BCAP31 BEX1 BLOC1S1 BST2 BTF3 C19orf53 CANX CAPNS1 CARD19 CBX6 CCNDBP1 CCT3 CCT8 CD63 CDC37 CDC40 CES1 CHMP2A CHPF CIAO2A CIB1 CLEC2B CLIC1 CNIH1 CNPY2 COMT COX5B COX6B1 COX6C COX7A2 COX7B COX7C CPQ CSNK2B CST7 CTSC CYBA DAD1 DAP DDX3Y DHRS7 DPP7 DPY30 DYNLL1 ECH1 ECI1 ECPAS EDRF1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3E EIF3F EIF3G EIF3H EIF3I EIF3K EIF3M EIF4A1 EIF4B ELOB ELOC ERP29 ERRFI1 ETFB EXOSC4 EXOSC7 FABP5 FAU FDPS FKBP2 FUCA1 GAA GABARAP GABARAPL2 GADD45G GNG10 GPX1 GPX4 GRHPR GSN GTF2A2 GYG1 HIGD2A HINT1 HLA-A HLA-C HPRT1 HSBP1 HSPA8 HSPB1 IL2RG IMP3 IMPDH2 INHBB KHDRBS1 KPNA4 KRT24 LBHD1 LBR LDHA LGALS3 LRPPRC LSM3 LSM5 LYZ M6PR MACROH2A1 MAGT1 MAPKAPK3 MB MDH1 METAP1 MFSD1 MGST1 MNDA MRPL21 MRPL33 MRPS18B MRPS24 MSI1 MTPN MYL12B MYL6 NACA NAP1L1 NCL NDUFA1 NDUFA13 NDUFA4 NDUFAB1 NDUFAF7 NDUFB1 NDUFB7 NDUFS4 NDUFS5 NDUFV2 NME2 NME4 NPM1 NSA2 OAT P4HB PABPC1 PCBP1 PCNA PFDN5 PFN1 PHB2 PIH1D1 PKM PLAAT3 PLP2 PLTP PNP PPA1 PPIB PRDX1 PRDX4 PRDX6 PRELID1 PSMA2 PSMA4 PSMA6 PSMB1 PSMB4 PSMB7 PSMD10 PSMD6 PSMD8 PTMA PYGL RAB10 RAB11A RACK1 RAD23A RAMAC RB1 RBCK1 RBX1 RCN2 RHOG RNASEH2C RPE RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL36AL RPL38 RPL39 RPL4 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS13 RPS15A RPS16 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS27L RPS28 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS9 RPSA RRP9 RSL24D1 RTRAF SCAND1 SDHB SEC61B SEMG2 SF3B5 SLC25A5 SNRPB SNRPB2 SNRPC SNRPD2 SNRPE SNRPG SNX6 SOD1 SPG21 SRGN SRP9 SRSF2 SRSF7 SSBP1 STAU1 STMN1 STRAP TAF7 TGIF1 TIMMDC1 TIPIN TMEM147 TMEM230 TMEM59 TMSB4X TPD52L2 TPI1 TPRKB TPT1 TRA2B TSPYL1 UBA52 UBL5 UCP2 UQCR11 UQCRB UQCRC2 UQCRFS1 UQCRH UQCRQ UXT VBP1 VDAC1 WDR83OS XPNPEP1 YME1L1 YWHAG ZFAND6 ZFP36L1 ZNF451 ZNF525 ZNF706 ZNHIT1 MODULE_115 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_115 BZW1 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF4A1 EIF4A2 EIF4B EIF4EBP1 EIF4EBP2 EIF4G2 EIF4H EIF5A EIF6 HSPB1 PABPC1 MODULE_116 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_116 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5MG ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H CSPG4 UCP1 UCP2 MODULE_117 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_117 AADAC ABCA6 ABCB11 ABCB4 ABCG1 ABHD3 ABHD5 ACADL ACOX2 ACRV1 ACTN2 ADAM28 ADAMDEC1 ADAMTS3 ADCY8 ADH1A ADORA1 ADTRP AFM AFP AGR2 AGRP AGT AGTR2 AKAP4 AKAP6 AKR1D1 AKR7A3 ALDH1A1 ALDH1B1 ALDH3A1 ALDH3B2 ALOX15B ALOX5AP ALPL ALX1 AMPD1 ANGEL2 ANKRD7 ANO3 ANXA3 AOAH APCS APOA1 APOB APOBEC1 APOC2 APOD APOH AQP2 AQP4 ARG1 ARHGDIB ARHGEF4 ARL4D ARSG ASPA ATP1A2 ATP2A1 ATP2A3 AURKC AVPR1A AZGP1 B3GALT5 BAAT BBOX1 BCAS2 BCKDHB BCL2A1 BDKRB1 BDNF BFSP1 BFSP2 BHMT BIK BLK BLNK BMP3 BRDT BRS3 BTK C1QB C22orf31 C4A C8A C8G CA1 CA11 CA2 CA6 CACNB2 CACNB4 CACNG1 CADM3 CADPS CALCB CAPN11 CASP5 CBR3 CCL1 CCL19 CCL20 CCL21 CCL23 CCL4 CCL8 CCR2 CCR5 CCR6 CCR8 CD101 CD180 CD1B CD24 CD247 CD27 CD36 CD3G CD5 CD52 CD68 CD79B CD80 CD93 CDH17 CDH5 CDH6 CDKN2B CDR1 CDX1 CEACAM6 CEBPE CEL CELA3A CETP CFB CFHR2 CFHR4 CGA CHD1L CHGB CHL1 CHRNA2 CHRNA7 CHRNB2 CHRNB3 CILP CKMT2 CLC CLCA2 CLCNKB CLDN10 CLDN4 CLDN8 CLEC4M CLPS CNGB1 CNMD CNN1 CNR1 CNTFR CNTN5 COL13A1 COL17A1 COL9A1 COL9A2 COL9A3 CORO1A CPA3 CPM CPVL CR1 CREB5 CRHBP CROCC CRYGA CRYGD CSF2RA CSF2RB CSN1S1 CSN2 CSTA CTAG2 CTRB1 CTRC CTSS CTSV CTSZ CXCL10 CXCL11 CXCL13 CXCL9 CXCR2 CXCR5 CXCR6 CYBB CYLC2 CYP1A1 CYP24A1 CYP26A1 CYP27A1 CYP2C8 CYP3A4 CYP3A7 CYTIP DAO DAPK1 DCT DEFA4 DES DFFB DHRS3 DIRAS3 DLEC1 DLG3 DLX5 DNAAF11 DNAH7 DSCR4 DSG2 E2F2 EFCAB11 EFNA1 EFNA4 ELANE ELOVL6 EMX2 EPB41L3 EPB42 EPHA1 EPHA7 EPHB6 EPHX2 EPPIN EPX ERBB4 ERCC6 EREG ERG ESRRG ETV1 EVI2B F11 F12 F13B F2RL3 F5 FABP1 FASLG FCER1A FCER2 FCGR1A FCGR2B FCN1 FETUB FGB FGF6 FGF7 FGFBP1 FGG FGL1 FMOD FOLR3 FOXE1 FOXJ1 FSCN2 FUT5 FXYD3 FYB1 FZD5 FZD9 G6PC1 GABRA5 GABRP GABRR1 GADD45G GAGE12G GAP43 GAS2 GAS8-AS1 GATA4 GATM GCG GCKR GFRA1 GIT2 GJC2 GLRA3 GLRX3 GLS2 GNLY GNRH1 GP5 GPC4 GPC5 GPR143 GPR182 GPR183 GPR65 GRAP GRB14 GRIK3 GRM3 GRM8 GSTA2 GUCY1A1 GYG2 GYS2 GZMA GZMB GZMK GZMM H2AC11 H2AC12 H2AC17 H3C10 H4C2 HBG2 HCG4 HCP5 HDC HEPH HGD HK3 HLA-DOA HNF1A HOXA2 HP HSD17B2 HSD17B6 HSPA1B HSPA6 HTN3 HUS1 HYAL1 IAPP IBSP ICA1 ICOS ID4 IFI27 IFNA5 IFNG IGF1 IGFBP2 IGSF6 IL11 IL15 IL17A IL18R1 IL24 IL2RA IL2RB IL33 INHA INHBB INSL4 INSM1 IRAG2 IRF4 IRF8 IRGC ITGA7 ITGA9 ITGAM ITK JAKMIP2 JCHAIN KALRN KCNA1 KCNA3 KCNAB2 KCNB1 KCND1 KCNE1 KCNJ15 KCNK2 KCNN4 KCNQ2 KCNS1 KCNV2 KHK KIAA0087 KIAA0319 KIF1A KIR2DL3 KIR2DL4 KIR3DL1 KLK1 KLK11 KLRA1P KMO KNG1 KRT5 KRT81 KRT9 KRTAP5-9 KYNU LAD1 LAG3 LALBA LAMC2 LAMP3 LCN1 LCP2 LEF1 LEPR LGALS2 LGALS4 LGALS7 LILRA1 LILRB3 LILRB4 LIN7A LINC01565 LIPC LMO2 LMX1B LPA LST1 LTA LTF LY6D MAD1L1 MADCAM1 MAFK MAGEB1 MAGEB2 MAPK12 MAPK8IP2 MARCO MATK MEOX1 MEP1A MFAP5 MFNG MMP13 MMP20 MMP8 MMRN1 MNDA MPDZ MPL MPPED2 MS4A1 MS4A2 MS4A3 MSH4 MSI1 MSMB MTA2 MTTP MYBPH MYH3 MYH7 MYH8 MYL1 MYOD1 NAALAD2 NAT2 NCAM2 NCF1C NELL1 NEUROD1 NFE2 NFKB2 NGF NKX2-1 NKX2-5 NKX2-8 NLRP3 NOL4 NOVA2 NPY2R NR1H4 NR2C2 NRGN NRP1 NTN3 NTSR1 NUDT4 OLFM4 OMD OPRD1 OPRM1 OTC OVOL1 P2RX3 P2RY14 P2RY2 P2RY6 PAH PAX5 PBX2 PCK1 PDE5A PDE6H PDE9A PDK1 PDLIM3 PDYN PFKFB1 PGLYRP1 PHACTR2 PIK3C2G PIP PLA2G5 PLA2G6 PLA2G7 PLCD1 PLG PLXNB1 PMEL PMP2 PNLIP POLR3G PON1 POU4F2 PPFIA2 PPL PPP1R2C PRDM1 PRF1 PRG4 PRKCH PRKG1 PRSS12 PRTN3 PSG9 PSTPIP1 PTAFR PTCRA PTGER1 PTGIS PYGM PYY RAB30 RAC2 RAD51AP1 RAG1 RAMP2 RAPGEF1 RAPGEF3 RARB RARRES1 RASA3 RASGRP3 RBM38 RBP4 REM1 RENBP RETREG1 RFPL1 RGN RGR RGS13 RHAG RHD RHOH RIN1 RIPK2 RIT2 RLN1 RLN2 RORB ROS1 RPE65 RS1 RTN1 RYR2 S100A12 S100A9 S100G SARDH SASH3 SCAND2P SCG2 SCGB1A1 SCGB2A1 SCGB2A2 SCN2A SCN2B SCNN1A SCNN1G SCRG1 SEC31B SELENOP SEMG1 SEPTIN4 SERHL SERPINA5 SERPINA7 SERPINB5 SERPINB7 SERPINC1 SERPIND1 SERPINF2 SERPINI2 SETBP1 SH2D1A SKAP1 SLC10A1 SLC12A1 SLC12A5 SLC14A1 SLC15A2 SLC16A2 SLC17A2 SLC18A2 SLC1A1 SLC1A3 SLC1A7 SLC22A2 SLC26A3 SLC27A2 SLC28A1 SLC2A2 SLC30A4 SLC38A3 SLC5A3 SLC5A4 SLC6A1 SLC6A12 SLC6A3 SLC6A4 SLCO1A2 SLCO2A1 SLITRK3 SMAD3 SMR3B SNCG SOCS1 SP4 SPAG1 SPINK5 SPOCK1 SPOUT1 SPP2 SPPL2B SPTLC2 SRD5A2 ST8SIA5 STRN STX11 SULT1B1 SULT1C2 SV2B SYCP2 SYN3 TACR3 TBX6 TBXAS1 TCEA2 TCL1B TCN1 TERT TFEC TFF3 TFPI2 TG TGM1 TGM5 THPO TIMP4 TJP3 TLL1 TLX1 TLX2 TMEM259 TMPRSS11D TMPRSS15 TNFRSF11B TNFRSF17 TNFRSF8 TNFSF10 TNFSF11 TNFSF14 TNK1 TNNI2 TNNT2 TNNT3 TOE1 TPSAB1 TRAT1 TRIM9 TRPA1 TRPC3 TRPC6 TSPAN8 TTN TTPA TULP2 TXK TYROBP UGT1A4 UGT2A1 UGT2B17 UGT2B4 UGT2B7 UGT8 USH2A VCAM1 VCAN VDR VGLL1 VILL VIPR2 VNN1 VNN2 WIF1 WNT8B XAF1 XKRY XPNPEP2 YJU2 ZBTB1 ZBTB33 ZFHX2 ZFY ZNF185 ZNF239 ZNF345 ZPBP MODULE_118 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_118 AANAT ABCA1 ABCB9 ACKR1 ACR ACSL3 ACTN1 ADA ADAM19 ADAM9 AGXT AIF1 AKAP12 ALCAM ALDH1A1 ALDH7A1 ALOX5AP AMBP AMELX ANXA1 AP1M1 APOC1 APOC4 AQP8 ARHGDIB ARHGEF6 ARID1A ATF5 ATOSB ATP4A BASP1 BCL2A1 BIK BMP10 BTBD3 BUB1B CALD1 CALU CARD10 CASP2 CAV1 CAV2 CAVIN1 CCDC9 CCHCR1 CCL15 CCL2 CCL3 CCL4 CCL5 CCL7 CCN1 CCNA2 CCNB1 CCNB2 CCND2 CCNF CD151 CD22 CD24 CD33 CD37 CD3D CD53 CD79A CDC20 CDC25B CDC45 CDH2 CDK1 CDKN1A CDKN2A CDKN2C CDKN3 CENPA CENPF CEP135 CHAF1A CHPF CHST15 CHST3 CKS2 CLDN9 CLEC2B CNKSR1 CNN3 COL10A1 COL4A1 COL5A2 CORO1A CRABP1 CRIM1 CSE1L CSRP2 CST7 CTSC CTSG CXCL1 CXCR4 CYP1B1 DAPK2 DBN1 DBP DDIT4 DDX11 DDX21 DDX3Y DHFR DKK4 DLGAP5 DLK1 DMBT1 DNASE1 DOCK2 DPH2 DPYSL3 DSP DTYMK DUSP6 E2F1 ECE2 EDA EFEMP1 EIF4EBP1 ELAVL2 EMP1 EMP3 ENG ENO2 ENTPD2 EPB41L3 EPCAM EPHA2 EXD2 EXOSC2 EZH2 FADS1 FADS2 FCER1G FDPS FEN1 FGFR1 FLNA FN1 FOS FOXM1 FST FZR1 GAGE12F GALR3 GAS1 GDF15 GET1 GFPT2 GGH GJA1 GMPS GNG12 GNG7 GPC3 GPR3 GPSM3 GRN GSTM1 GTSE1 GULP1 GYG1 H2AX H2BC12 H4C3 HAP1 HCK HLA-DQA1 HMMR HPRT1 HSPG2 HTR4 HTRA2 ID2B IER3 IFI27 IFIT1 IGF2 IGF2BP3 IGFBP2 IGFBP4 IGHM IGSF3 IKBKG IL1RAP IL2RG IL7R ILF3 INSIG1 IRAG2 ISG15 ITGA3 ITGA6 ITGB2 ITGB5 JUNB KCND3 KCNN4 KCNQ3 KCTD17 KIF11 KIF14 KIF21B KIFC1 KNTC1 KRT18 KRT19 LAIR1 LAMB1 LAPTM5 LCP1 LDLR LGR5 LMNB1 LMNB2 LMO2 LOX LOXL2 LRCH4 LRIT1 LSP1 M6PR MACIR MAD2L1 MAFF MAGEA3 MAGEA4 MAGI1 MAT1A MCM2 MCM3 MCM4 MCM6 MCRS1 MDK MFAP2 MGLL MKI67 MLC1 MLLT11 MMP1 MMP2 MMP9 MNDA MPO MSI1 MTHFR MYB MYBL2 MYC MYO10 MYOZ3 NCAPD2 NDC80 NECTIN1 NHERF1 NNMT NPAS1 NPM3 NQO1 NRG2 NTS NUDT1 NUP205 ODF1 OLFML2B ORM2 PAFAH1B3 PAICS PARP2 PAX6 PAX7 PCLAF PCNA PDE4B PDGFRA PDLIM4 PEG10 PEPD PER1 PFKFB2 PHLDA2 PIR PKMYT1 PLAT PLAU PLIN2 PLK1 PLOD2 PNP POLD2 PPP4R2 PPT2 PRAME PRB4 PRELID3A PROM1 PRPF19 PRSS2 PRSS23 PSMB8 PSPHP1 PTP4A3 PTPN7 PTPRC PTTG1 QPCT RAB31 RAC2 RAC3 RAD54L RAI14 RBP1 RCC1 RCN2 RECQL4 RECQL5 RFC4 RGS1 RGS10 RGS16 RIBC2 RNASEH2A RND3 RPA3 RRM1 RRM2 RRP7A S100A11 S100A4 S100A8 S100P S1PR4 SALL2 SCAMP5 SCHIP1 SCN2B SEC11A SERPINE1 SFTPC SGCE SHBG SIT1 SIX6 SLA SLC16A3 SLC22A18AS SLC2A1 SLC6A11 SLC6A7 SLC7A11 SLC7A5 SMTN SORD SOX10 SOX4 SPP1 SRGN SRPK1 SRPX STMN1 SV2A SYNGR4 TACC2 TBX1 TCL1A TFAP2B TGFBR2 TGM2 THBS1 TIMP3 TM4SF1 TMEM106C TMEM158 TMSB15A TMSB4Y TMX1 TNC TNF TNFRSF10B TOP2A TOPBP1 TPM1 TPM2 TPX2 TRIP13 TROAP TRPM2 TTI1 TYR UBE2C UBXN1 UCN UGDH UNG VPS11 VSIG4 VWF WIZ ZBED4 ZIC2 ZMPSTE24 ZWINT ZYX MODULE_119 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_119 ABCB1 ABTB1 ACP2 ADAM8 ALOX5 APOBEC3G APOL3 APOLD1 ARAP2 ARMCX6 AXIN1 BANK1 BBS2 BLMH CACNG4 CARD16 CASP1 CCDC186 CCN3 CD19 CD200 CD48 CD59 CD74 CD79B CNRIP1 CPQ CPSF7 CPVL CR2 CXCL13 CXCR4 CXCR6 CYFIP2 CYP27A1 DBP DDA1 DGKA DNAJC14 DNMT3A EML4 FADS1 FASTKD1 FLT3LG FOXP1 FYN GMCL1 GZMA HLA-A HLA-DMA HLA-DMB HLA-DRB3 HLA-G HS3ST1 HVCN1 IGHG3 IGKC IGLL1 IL10RA IL15 IL16 IL1R1 IL7 IRAG2 IRF1 IRF4 IRF7 ISG20 ITGA1 ITGB7 KANK1 KCNA3 KCNQ5 KIAA0753 KIF27 KLF12 KLHL14 LCK LILRB1 LIMD2 LPAR6 MED12L MT2A MTHFD2 MX1 MYCBP2 MYOF NEK11 NLRC5 NME3 NYAP2 P2RY10 PASK PDE4DIP PIK3C2B PIM2 PLCL2 PNPT1 POLR3B POU2F2 PRKCH PRKCQ PTCRA PTPRC PTPRCAP PTTG1 RNF31 RNPC3 RRAGD S1PR1 SAMHD1 SAMSN1 SELL SELP SLC7A7 SP110 SPARC SPIB SPINT2 STAG3 STAT2 STAT4 SYNE2 TCN1 THUMPD1 TNFAIP2 TPTE TRAPPC13 TRIB2 TRIM22 TTLL2 TXLNGY TXNIP UNC5D USP30 USP34 UTY VCAM1 XRN1 ZNF292 ZNF322 ZNF436 ZP3 MODULE_12 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_12 ABAT ABCA3 ABLIM1 ACKR1 ADIPOR2 ADM AEBP1 AGT AHDC1 AKR1C1 ALAS2 ALCAM ALDH7A1 ANK3 ANOS1 ANXA1 AP1S2 APBA2 APBB1 APLP1 APOC1 APOD APOE AQP1 AQP4 ARHGEF10 ARHGEF4 ARHGEF6 ARNT2 ASAH1 ATP10B ATP1B2 ATP6V0A1 ATP9A AUTS2 BCAS1 BCL6 BIN1 BMERB1 C1QB C1S CADM1 CAV1 CCL2 CCN1 CCND1 CCND2 CD14 CDC42EP1 CDH2 CDK18 CDKN1A CDKN1C CHRNB1 CHST15 CLDN5 CLEC3B CLIP3 CNN3 CNP COL11A1 COL15A1 COL16A1 COL1A1 COL1A2 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A3 COLGALT2 CPE CRABP1 CRIM1 CRMP1 CRYAB CSPG4 CX3CL1 CX3CR1 CXCL1 CXCL2 CXCL8 CYB561 CYP1B1 DAAM2 DAB2 DBN1 DCLK1 DDIT4 DDX21 DEFA3 DEPP1 DHRS3 DIP2C DLX4 DNAJB2 DNM1 DNM2 DPP6 DPYSL3 DSP DST DTX4 ECHS1 ECM2 EDNRB EEF1A2 EFS ELN EMP3 ENG ENO2 ENPP2 EPB41L2 EPB41L3 ERBB3 F3 FABP7 FADS1 FADS2 FAM107A FAT1 FBLN1 FBN2 FBXL7 FCGRT FERMT2 FEZ1 FGF1 FGFR1 FGFR3 FKBP8 FN1 FOS FOSB FOSL2 FXYD1 G0S2 GABBR1 GAP43 GAS1 GATM GET1 GFAP GFPT2 GJA1 GJB1 GMPR GNAI1 GNG12 GOLGA8A GOT1 GPC3 GPM6A GPRC5B GPX3 GRIA2 GRIN1 GSTA4 GSTM1 H2BC21 HES1 HMOX2 HOPX HSPA2 HSPG2 ID2B IFI44L IFIT1 IGF2 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IL6 INA ISG15 ITGA6 ITGA7 ITGB4 ITM2A JUNB KIAA0513 KIF5C KLK6 KRT86 L1CAM LAMB2 LAPTM5 LDLR LDOC1 LHFPL2 LIPA LMO3 LMO4 LOX LPL LRP1 MAL MAOB MAPK8IP3 MAPRE2 MARF1 MBP ME1 MEGF9 MFAP2 MGLL MIR9-1HG MLC1 MLLT11 MPZ MSMO1 MTUS1 MYH11 MYL9 MYLK MYRF NAMPT NCAM1 NCAN NEBL NEFL NEFM NGFR NNAT NOTCH3 NOVA1 NR1D1 NR2F1 NR4A1 NTRK2 NUPR1 OMG PALM PAX4 PAX6 PCBP4 PCDH17 PCDH9 PCOLCE PCP4 PDE4B PDE8A PDGFRA PDLIM5 PEG10 PEG3 PENK PER1 PIK3C2B PLAAT3 PLEC PLP1 PON2 POSTN POU2F3 PRSS2 PTGDS PTN PTPN13 PTPRZ1 PTX3 QDPR RAB31 RARRES2 RASSF2 RBP1 REG1A RGS1 RGS16 RHOB RHOBTB3 RNASE1 RTN1 S100A11 S100A8 S100B SATB1 SCG5 SCHIP1 SELENOP SEPTIN10P1 SERPINA3 SERPINE1 SERPINH1 SERPINI1 SFRP1 SGCE SH3GL3 SLC11A2 SLC1A3 SLC23A2 SLC2A3 SLC39A6 SLC4A4 SLIT2 SLPI SMTN SNAP25 SNCG SOX10 SOX9 SPP1 SRGN SRI SRPX SRRM2 SST ST3GAL5 STAB1 STK39 STMN2 SV2A SYNGR1 SYNM SYT11 TCEAL4 TFAP2B TGFBI TGM2 THBS2 THRA TIMP3 TJP2 TLE1 TLE2 TMEM47 TMEM63A TNC TNFAIP2 TNFAIP3 TNFRSF1B TPM1 TRIB2 TRIM16 TRIM2 TRO TSPAN3 TSPAN7 TSPYL2 TYRO3 UBL3 UGT8 USP6 VAMP5 VCAN VEGFA VSIG4 VSNL1 WASF3 WDR7 WWTR1 ZBTB16 ZBTB20 ZEB1 ZIC1 ZYX MODULE_120 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_120 ANK1 AQP1 ARHGAP35 ARPC1A BIK CBR1 CDH11 COG2 COL18A1 CR2 CX3CL1 CYLC2 DHCR24 DOK1 DRD3 EDC4 EGR4 EPB41 GPKOW GPR176 HMGCR HPCAL1 HRC HTR3A ICA1 IGF1R IL15RA IL2RB IL6R KCNJ10 KLHDC3 LTBP1 MTF1 MYLK NDUFB7 NKRF P2RX4 PCSK7 PDAP1 PDE2A PHLDA1 PLOD2 POLR2C PPARD PRKCH PTPRM PWP2 RAB31 RAB4A RGS4 SERPINI1 SH3GL1 SLC11A2 SLC25A1 SLC28A1 SNTA1 SNX1 SP140 STAR TAX1BP3 TCN1 TCP10L3 TERT THBS4 TM4SF4 TNK1 TRIO TRIP10 TROAP UBE2G1 ZNF212 MODULE_121 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_121 AKR1C3 AREG BCAR1 BCAT1 BCL6 BST2 BTG1 CCL14 CCN1 CD2 CD4 CD5 CD81 CD86 CD8A CD8B CDK5R1 CHRM3 CREG1 CRIP1 CSF1 CSF3 CSRP2 CXCL1 CXCL10 DAB2 EDN1 EDNRA EGF EGR4 EMP1 EMP3 ENPEP EPHB4 EPS8 ERBB2 ERG EVI2A FGA FGB FGF4 FGF7 FGG FOSL1 GAS6 GCG GRN GRPR HBEGF IGF1 IGF2 IL15 IL15RA IL18 IL1A IL1B IL2RG IL3 IL6 IL6R INSIG1 ISG20 KLF6 LAMP3 LIF LRP1 MAPRE2 MDK MST1R MXD1 MYC NAB2 NAMPT NRP1 OSM OSMR PDGFA PDGFB PDGFRA PPBP PRDX1 PSPHP1 PTN REG1B RUNX3 SFN SLAMF1 SPOCK1 TACSTD2 TGFA TGFB3 TIMP1 TNFSF9 TSPAN3 VEGFC VIP VIPR1 ZEB1 ZFP36L2 MODULE_122 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_122 ADAM12 ADGRE1 AEBP1 ALCAM AMELY ANOS1 AOC3 APBA1 ARHGDIB BGN CCL11 CCL2 CCL4 CCN2 CCR1 CD151 CD2 CD5 CD6 CD99 CDH1 CDH13 CDH17 CDH2 CDH3 CDH5 CDH6 CHL1 CLDN1 CLDN10 CLEC3A CNTNAP1 COL11A1 COL12A1 COL16A1 COL18A1 COL1A1 COL3A1 COL4A1 COL4A5 COL5A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COL9A2 COL9A3 COMP CSF3R CX3CL1 CX3CR1 CXCL12 CXCL8 DDR2 DGCR2 DSG2 DSG3 ECM2 EFEMP2 EFNB1 EFS ELN FAT1 FBN1 FBN2 FN1 FPR2 ICAM1 ICAM3 ICAM4 IL18 ISLR ITGA2 ITGA3 ITGA5 ITGAL ITGAM ITGAV ITGAX ITGB2 ITGB5 ITGB7 ITGBL1 JAM2 L1CAM LAMA2 LAMA3 LAMA4 LAMA5 LAMB1 LAMB2 LAMB3 LAMC2 LGALS4 LGALS7 LSAMP LY6D MCAM MFAP5 MFGE8 MGP MMRN1 MSLN NCAM1 NCAN NEDD9 NELL1 NEO1 NID1 NRP1 OMD PCDH17 PECAM1 POSTN PPBP PPFIBP1 PRELP PTK7 PTPRF PTPRS RELN RND1 RND3 SELL SELP SPOCK1 SRPX SSPN TGFBI THBS2 THBS4 TNC TNXB VCAM1 VCL VTN VWF WNT2 ZYX MODULE_123 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_123 ADCYAP1R1 ADNP2 ADORA1 ADRA1A ADRA1B ADRB1 ADRB2 AIF1 ALX1 APLNR APLP2 AR ARL3 ARNT ATF2 ATF3 BATF BCL3 BCL6 BDKRB1 BORCS8-MEF2B BRCA1 BRD1 C5AR1 CBFA2T2 CBX4 CCL17 CCL3 CDKN1A CDKN2A CDKN2B CDKN3 CDX1 CHAF1B CHD2 CHD4 CHRM3 CITED2 CREG1 CRK CUL4A CXCL1 CXCL2 CXCL8 CXCL9 CXCR2 CXCR4 CXCR6 DLX5 DNMT1 DPF1 E2F3 EGR1 EGR2 EGR4 EIF2AK2 ELAVL2 ELF3 ELF4 ELL ELOA EN2 EP300 ERCC6 ERCC8 ERG ESR2 ETS1 ETS2 ETV1 ETV3 ETV6 EWSR1 EZH2 FOS FOSL1 FOSL2 FOXD1 FOXE1 FOXG1 FOXM1 FOXN3 FPR1 FPR3 FZD2 FZD9 GAS7 GLI1 GNA12 GNA13 GNAI2 GNAT2 GPR171 GPR182 GPR183 GPSM2 GRM1 GRPR GTF2B GTF2F2 GTF2H1 GTF2I HCAR3 HDAC2 HIVEP1 HLTF HMGA2 HMGB2 HNF1A HNF4G HOXB1 HSF2 ID4 ILF3 ING2 INSM1 IRF1 IRF2 IRX5 JADE3 JUN JUNB JUND KDM4A KDM5A KDM5C KLF11 KLF6 KLF7 KMT2A LANCL1 LHX2 LRRFIP1 MAFG MCM3 MECP2 MEF2A MEF2D MEN1 MEOX1 MNDA MS4A2 MSX1 MXD1 MYBL2 MYC MYCL MYCN MYOD1 NFATC4 NFKB1 NFKB2 NFYA NPAS1 NPY2R NR3C1 NR4A2 NRF1 NSD2 OLIG2 OVOL1 P2RY14 PAWR PAX2 PAX5 PAX6 PER1 PHOX2B PIK3CG POU2F1 POU3F1 POU3F4 PPARA PPARG PRH2 PROP1 PRRX2 PTGER2 PTGER4 PTGFR PTH2R RARA RCAN1 REL RFX2 RGR RLF RORA RRH RUNX3 SATB1 SCAND1 SIM1 SIX6 SMAD1 SMARCA5 SMARCD2 SNAPC1 SOX4 SOX5 SOX9 SP100 SP4 SSX1 STAT1 STAT2 STAT6 TAF4 TAF5 TAF7 TBRG4 TBX1 TBX4 TFAP2A TGIF1 TLE1 TLE3 TLX1 TOX4 TRIP4 TSC22D1 TSC22D2 TULP3 ZBTB18 ZBTB24 ZBTB43 ZBTB48 ZEB2 ZFHX3 ZFX ZNF124 ZNF136 ZNF141 ZNF143 ZNF157 ZNF177 ZNF195 ZNF211 ZNF217 ZNF254 ZNF264 ZNF267 ZNF324 ZNF345 ZNF43 ZNF516 ZNF646 MODULE_124 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_124 ACTL6A BIRC5 BUB1 BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCNE1 CCNG1 CCNG2 CDC25A CDC25B CDC7 CDK1 CDK2 CDK2AP1 CDK3 CDK4 CDK6 CDK7 CDKN1C CELF2 CHERP CORO1A CSTF3 CUL2 CUL4A CXCR4 DCTN2 DDX11 DR1 DUSP2 DUSP4 DUSP6 E2F1 E2F3 ELL EMG1 FGFR1 GFI1 GTF2A2 GTF2E2 GTF2F2 HNRNPA2B1 HNRNPDL HNRNPF HNRNPL HNRNPU HNRNPUL1 IGF2BP3 KHDRBS1 KIF22 KIF23 KIF2C KNTC1 KPNA2 MAD1L1 MAD2L1 MAZ NCAPD2 NDC80 NEK4 NFKBIB NOLC1 PABPC4 PHB2 PLK1 POLR2D POLR2I POLR2J POLR2K PPP5C PTTG1 RAD21 RBM3 RBM4 RBM6 RCC1 RO60 RRP9 SMARCA5 SMARCC1 SMC2 SNAPC5 SSB TAF1A TAF6 TBP TBRG4 TCEA1 TFAM THOC1 UBE2C WEE1 ZW10 MODULE_125 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_125 BLM BRCA2 CDC45 CDC7 CDK2 CENPE CENPF CHAF1A CHAF1B DDX11 FEN1 GMNN HMGB1 LIG1 LIG4 MCM3 MCM6 NAP1L1 ORC1 PCNA POLA1 POLD1 POLD2 POLE POLE2 PRIM1 PRIM2 RBBP4 RFC2 RFC3 RFC4 RFC5 RNASEH2A RPA1 RPA2 RPA3 RRM1 RRM2 S100A11 SSBP1 TENT4A TERT TOP2A TOPBP1 MODULE_126 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_126 A2M ABCC1 ACTG1 ADK ADSL AKAP10 ANGPT1 ANGPT2 ANKRD6 APEX1 ARL8B ARPC2 ASPH ASPM ATF5 ATP5PF AURKA BIK BLMH BUB1 BZW1 C1QBP CAMK1 CCNA1 CCNA2 CCNB1 CCND3 CCNE2 CCPG1 CD151 CD180 CD99L2 CDC25A CDK1 CDK4 CDK5 CDKN3 CENPE CENPF CKS1B CKS2 CLEC11A CLPP CMYA5 COA7 COPS2 CSE1L CSNK2A1 CTPS1 CYP2B6 DAP DBF4 DENND3 DUSP3 DUT DYRK3 E2F1 EDEM3 EDN1 EIF1AX EIF3B ELAVL3 ETV4 ETV5 FAM234B FBXO5 FCGR1A FEN1 FLNA FOSL1 FOXM1 GART GCC2 GCHFR GFI1 GLA GMPS GPX1 GTF2F2 HASPIN HDAC2 HDDC2 HDGF HMGB2 HSP90AA1 HSPA5 IARS2 IFNGR2 ILF2 IMPDH2 IRAK1 ITGA3 ITGB2 ITGB5 ITPA KHSRP LINC00160 LMO2 MAFG MAPK12 MAPKAPK3 MAST2 MB MECOM MELK MELTF METTL9 MGLL MGST2 MIF MKI67 MMP12 MNDA MSH6 MTFR2 MYB MYC MYO1E NCAPG2 NEK6 NME2 NME4 NMRK1 NOLC1 NOMO1 NOX4 NTAQ1 ODC1 PAICS PANX2 PCDH1 PCDHGC3 PCNA PDXP PECAM1 PHB2 PIR PLPP1 POLQ PPAT PPEF1 PPIF PPP5C PRKCB PRMT1 PTPN7 PTPRN2 RAN RCC1 RCN2 RFC3 RFC4 RPA3 RRM1 SEMA3B SHMT2 SIDT1 SLC20A1 SLC25A22 SLC25A33 SLC25A5 SLC2A5 SLC43A3 SMC2 SMYD1 TAF1D TCF3 TFDP1 TIMM44 TNFRSF10B TNFRSF21 TPX2 TUBA1A TUBA1B UBE2T ULBP2 UMPS UNG YIF1B YWHAE YWHAG ZFAND3 ZNF347 MODULE_127 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_127 BMI1 BRCA2 CBX1 CENPA CHAF1A CHAF1B EZH2 H1-0 H1-1 H1-10 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HAT1 KAT6A NAP1L3 NASP SATB1 SETDB1 MODULE_128 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_128 A2M AIF1 APOL3 BBS2 C3AR1 CCL11 CCL14 CCL18 CCL2 CCL21 CCL5 CCN1 CCND2 CCR1 CCR2 CCR5 CD14 CD151 CD63 CDH13 CEBPD CPM CSF1R CTSB CTSL CXCL12 CXCL9 CXCR6 CYBB CYP1B1 CYP27A1 DAB2 DAPK1 DCTN3 DES DLC1 EARS2 FADS1 FAP FCER1G FCGR1A FCGR2A FN1 FPR1 FTH1 FTL GAS6 GBP1 GBP2 GJB1 GNLY GPX1 GZMK HBA2 HLA-DOA IER3 IFI30 IFITM1 IFITM2 IFITM3 IL1R1 IL2RB IL32 ITGB2 ITGB5 KCTD12 LAG3 LGMN LMO2 LYZ MAPK12 MGLL MMP1 MMP2 MMP9 MYLK NXPH3 PCDH9 PDGFRA PDGFRB PLPP3 S100A4 SPARC SRRM2 TBC1D8B THBS1 TIMP1 TIMP2 TIMP3 TNFAIP6 TNFSF13 TYROBP VCAM1 VIM VMP1 VWF ZNF347 MODULE_129 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_129 ABLIM1 ADH1B AFP AKAP12 ALDH7A1 ALOX5 AMY2B APOC1 ARHGDIG ARHGEF10 ARHGEF4 ARL4D ARSB ATP1A2 B4GALT4 B4GALT5 B4GAT1 BAIAP3 BBOX1 BCAR3 BCHE BCKDK BCL2L1 BCL9 BMP2 C14orf132 C22orf31 CASK CBY1 CCL17 CD247 CD27 CD3D CD52 CDKN2A CEACAM1 CEACAM6 CELSR1 CFH CGA CHRNB2 CLEC4M CNR2 COG5 COL11A1 CRHBP CRMP1 CRYGA CTNNA2 CYB5R1 CYP2B6 DBN1 DLX5 DNAJB2 DOP1B DPAGT1 DPYSL3 EFEMP1 EFNA1 ELOVL6 EML1 EPHA7 ETFB ETV5 FADS3 FAM50A FETUB FGF7 FGFR1 FILIP1L FKBP1B FOLR2 FOXO4 FZD1 FZD7 GADD45G GALR3 GAS1 GAS8 GATB GNG11 GPC4 GPKOW GPRASP1 GPRC5B GRB14 GRIN1 GRK5 GULP1 GZMA GZMK H2BC11 HBEGF HDAC9 HPX HRAS ID4 IFI44L IFIT3 IGF1 IGF2 IL1RAP IL9 ING1 INHA INHBB ITGA6 JCHAIN KCNA1 KCNB1 KCNK2 KCNS1 KDM5D KHDRBS3 KIR3DL1 KMT2A LAMA3 LDOC1 LEPR LGMN LILRB5 LOXL1 LPIN2 LTB MAPK8IP2 MARCO MDK ME3 MGST3 MMP13 MRC1 MTSS1 MX1 MYH8 MYLK MYO10 NAP1L3 NAT2 NKX2-1 NOL4 NOVA2 NPY NRG1 NRP1 NT5E OAS1 P4HA2 PAPSS2 PCCA PCDH9 PCK1 PDE2A PDGFRL PDYN PEG10 PIAS3 PLCB1 PLXNB1 PROM1 PRR4 PRSS12 PSPH PSPHP1 PTPRE PTPRM RAC3 RALGPS1 RDH11 RFX2 RGL1 RGS13 RNASE1 RNASE4 SCHIP1 SCRG1 SEMG1 SERPINF2 SERPINI1 SETBP1 SFRP1 SFTPC SLC10A1 SLC16A4 SLC22A1 SLC25A16 SLC6A1 SLC7A8 SMAD3 SMTN SPP1 SSPN ST3GAL1 SYNE2 SYT17 TCFL5 TCTA THBS2 TMEM8B TNC TNFSF12 TOB2 TPM2 TPST1 TRIM9 TRO TSPAN1 TSPAN7 TULP2 TUSC3 TXN2 UGT2B10 UNC13B UPK1B VLDLR WASF3 ZNF365 ZNF593 ZNF821 ZP3 MODULE_13 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_13 AANAT ABCC8 ABHD14A ABO ACACA ACIN1 ACKR1 ACKR2 ACR ACVRL1 ADAM15 ADAMTSL2 ADCYAP1 ADD2 ADGRE1 AFAP1 AGPAT1 AIF1 AKAP3 ALAS2 ALDH1L1 ALDOB ALDOC ALPG AMELX ANK1 ANKRD12 APLP1 AQP5 AQP7 ARC ARHGAP4 ARHGDIG ARID4B ARPC4 ARSL ARTN ARVCF ASCC2 ASGR1 ASGR2 ASIC2 ATF6B ATP1B2 ATP4A ATP6V0A2 ATP6V1B1 AVPR1B B4GALT3 BAHD1 BDH1 BMP1 BMP10 BUD23 C8B CACYBP CAD CALB2 CAMK2B CARD10 CCDC69 CCHCR1 CCKAR CCL13 CD19 CD1C CD22 CD33 CD34 CD40 CD5L CD82 CD8B CDH16 CDH4 CDK5R1 CDK5R2 CDK6 CDKN2C CDX2 CEACAM3 CEP135 CFP CHIT1 CHRNB1 CHRNE CHST15 CHST3 CIAPIN1 CIZ1 CLCNKA CLEC11A CLIP2 CMA1 CNKSR1 CNOT4 CNTN1 CNTN2 COL10A1 COL19A1 COL1A1 COLGALT2 COPS6 CORT CPNE6 CRCP CREB3 CREBZF CRHR2 CRYBA4 CSF1 CSH2 CSRP3 CTF1 CTSC CTSG CYP11A1 CYP2A6 CYP2C18 CYP2C9 CYP4B1 DAPK2 DBN1 DDX11 DDX19A DEFA1 DEFB4A DENND2B DGKA DHCR7 DIDO1 DKK4 DMBT1 DNAH9 DNAJC7 DNALI1 DNASE1 DOK2 DOLK DPEP1 DPF2 DPH2 DPT DRD3 DRG2 DSG1 E2F1 E2F4 ECE2 EDEM1 EFNA3 EFNB1 EHD1 ELAVL2 ELAVL3 EMID1 ENTPD2 ENTREP3 EPAS1 EPM2A EPOR ESPL1 ESR1 ETV3 EXD2 F7 FANCG FANCL FAT2 FBN2 FCGR2A FDXR FEZ1 FGFR4 FHIT FIG4 FLT1 FMO4 FOSL1 FOSL2 FST FUT7 FZR1 GAD2 GAGE1 GATA1 GFPT2 GHITM GJB1 GJB5 GLE1 GOLGA1 GPA33 GPR161 GPR3 GPRIN2 GPX3 GRIK5 GRIN2A GRK2 GRM4 GTF2H3 GTSE1 GYPB H2BC17 H6PD HAL HAP1 HDGF HLA-DOB HMOX2 HRG HRK HSD11B2 HSD17B3 HSF4 HSPBP1 HTR4 HTR6 HTR7 HTRA2 IFIT1 IFRD2 IFT140 IGHMBP2 IKBKE IKBKG ILRUN INPP5D IQCB1 IRF5 ITGA10 ITGA2B ITGA3 ITPR2 ITSN1 IVD IVL JAG1 KAT7 KCNA5 KCNAB1 KCND3 KCNH2 KCNJ4 KCNK3 KCTD17 KIF1C KIFC3 KLHL18 KRT2 KRT31 KRT4 KRT85 KRT86 LAIR1 LARGE1 LBP LGALS9 LGR5 LIF LILRA4 LLGL2 LMO1 LMTK2 LORICRIN LPAR2 LPXN LRCH4 LRIT1 LRRC23 LSM4 LTK LY6E LY6G6C LYPD3 LYPLA2 LYZL6 M6PR MAG MAGEA9 MAPK8IP1 MATN1 MCM2 MCRS1 MDC1 MEF2D METTL1 MFAP2 MFN1 MGAT1 MGP MMP11 MMP15 MMP25 MPP2 MR1 MSC MTFR1 MTHFR MVK MXRA8 MYBPC1 MYBPC2 MYEF2 MYL2 MYO9B MYOG MYOZ3 NDST1 NEURL1 NFRKB NHERF2 NPAS1 NPM3 NR1D1 NRTN NTSR2 NUDT3 OCEL1 ODF1 OPRL1 ORC1 OTUB1 P2RX7 PAK4 PAX7 PAX8 PAX9 PBX1 PCBP3 PCDHGC3 PCNX2 PDE4C PDGFRA PDK4 PDPK1 PFDN1 PFKFB2 PFKFB3 PGC PHF10 PI3 PICK1 PIGA PIGB PIGR PIK3CB PINK1 PITPNM1 PLAU PLIN1 PLIN3 PLK1 PMF1 PNMT POLA2 POU4F1 POU6F1 PPIF PPM1D PPP2R5D PPP3CC PPP6R2 PRELID3A PROC PRPF31 PRPH PRRC1 PRSS16 PSD PSD4 PSG7 PTGS1 PTPN9 PTPRO PXN RAB8A RABGGTA RAC2 RAD51D RANBP2 RAP1GAP RAPGEF5 RASSF1 RASSF7 RECQL5 REG1A REL RGS9 RHBDL1 RIBC2 RIMS2 RPA2 RPH3A RPS26 RPS6KB2 RREB1 RTN2 S100A5 S1PR2 SAC3D1 SAR1A SCAMP5 SCARB1 SCN1B SDC3 SEMA3F SEMA4D SERBP1 SERPINA4 SEZ6L SH3BP1 SIGMAR1 SIK3 SIM2 SIT1 SIX1 SIX3 SKI SLC13A2 SLC17A7 SLC18A3 SLC1A4 SLC1A6 SLC22A6 SLC25A11 SLC29A2 SLC2A1 SLC30A3 SLC4A3 SLC5A2 SLC6A11 SLC6A2 SLC6A6 SLC6A7 SLC6A8 SLC6A9 SLC7A4 SLIT3 SMPDL3B SNX21 SPART SPC25 SPEF1 SPN SPRR2C SRCAP SRPX ST14 ST6GALNAC4 STARD5 STXBP1 SULT4A1 SYNCRIP SYNGR4 SZT2 TACC2 TAF1 TAFAZZIN TBCD TBX19 TBXA2R TCF7 TCOF1 TECR TERF2 TEX261 TEX28 TGFB1 TGOLN2 TIMP3 TLE3 TM4SF5 TMSB4Y TNFRSF10C TNFRSF25 TNP1 TNR TNXB TPMT TRAFD1 TRIM15 TSPOAP1 TTLL12 TTLL3 TUB TUBB2A TUBG1 TUBGCP2 TUBGCP4 U2AF2 UBE2D1 UBL3 UCN UGT2B15 UNC119B USP9X UTRN VAMP1 VASH1 VCY VENTX VPS11 VPS9D1 VSIG4 WBP4 WNT10B XDH XRCC2 YPEL1 ZBED4 ZBTB40 ZKSCAN7 ZNF143 ZNF157 ZNF22 ZNF592 ZSCAN12 MODULE_130 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_130 C1QA C1QB C1R C1S C2 C3 C4A C4B C4BPA C4BPB C5 C6 C7 C8A C9 CD55 CFB CFH CFHR1 CFI CLU CR2 SERPING1 MODULE_131 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_131 ADORA2A ANXA5 ANXA8L1 C4BPB CD59 EFEMP2 F10 F12 F13A1 F2 F3 F8 FGA FGB FGG IL11 ITGA2 ITGB3 MMRN1 MST1 NFE2 PLAT PLAU PLAUR PLG PLSCR1 PROC SERPINC1 SERPIND1 SERPINE1 TFPI2 THBD VWF MODULE_132 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_132 GPX3 GSTA2 GSTA3 GSTA4 GSTM2 GSTM4 GSTM5 GSTP1 GSTZ1 MGST2 MGST3 NCF1C NCF2 SOD1 MODULE_133 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_133 AARS1 CARS1 DARS1 EPRS1 FARSA GARS1 HARS1 IARS1 KARS1 NARS1 QARS1 SARS1 TARS1 VARS1 YARS1 MODULE_134 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_134 ACKR2 AVPR1A BDKRB2 C3AR1 C5AR1 CCKAR CCL13 CCR1 CCR2 CCR4 CCR5 CX3CR1 CXCR4 CXCR5 CXCR6 EDNRA EDNRB FPR1 FPR2 GALR3 GP1BB GPR17 HCRTR1 HTR7 MAS1 NPY1R NPY5R NTSR1 OPRK1 OXTR MODULE_135 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_135 BBOX1 CYP11A1 CYP11B2 CYP1A1 CYP1B1 CYP26A1 CYP27A1 CYP27B1 CYP2A6 CYP2B6 CYP2C18 CYP2C19 CYP2C8 CYP2D6 CYP2E1 CYP2J2 CYP3A4 CYP3A7 CYP4A11 CYP4B1 FMO3 FMO4 HMOX2 NOS1 PAH MODULE_136 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_136 AASS ABHD17C ABI3 ACKR1 ACSBG1 ACSM5 ACTR6 ACVR1 ADIPOR2 AGAP2 AKAP8L ALDH1B1 ALDOA ALG6 AMIGO1 AMOTL2 AMZ2 ANKRD1 ANKRD13A APTX ARHGAP15 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BARD1 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BHMT2 BPIFA1 BPTF BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CAAP1 CACNA2D3 CAND1 CAPRIN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCNG1 CCNH CCNL1 CD1A CD1D CD8A CD9 CDH22 CDH23 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CENPK CEP162 CEP55 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLEC2B CLUH CMTM6 CNKSR2 COCH COL6A3 COPE COQ8A CORIN CPNE1 CSF1 CST1 CTSZ CUL9 CXCL8 CYP1A1 CYP2A7 CYP2B7P CYYR1 DCANP1 DCLK1 DCTN3 DDX11 DDX17 DDX60 DEGS1 DES DEXI DHODH DHRS12 DIAPH2 DIO3 DIRAS2 DNAAF4 DNAJA1P5 DNAJC12 DPH5 DPYD DYNC2LI1 DZIP3 EARS2 ECEL1 EDN1 EEF1D EFCC1 EGFR EIF2B4 ELAC1 ELMO1 ELOB ELOVL2 ELSPBP1 ENPP1 EPHA7 EPS15L1 ERLIN2 ERMN ERVMER34-1 ESPN EYA3 F3 FABP2 FAF1 FAM220A FAR2 FBXO11 FBXW4 FGD6 FLJ13224 FMN1 FNBP4 FOS FOSL2 FPR2 FURIN GABPB1-IT1 GALNT3 GATA3 GEMIN4 GEMIN7 GJA1 GJA5 GJC2 GLB1L GLT8D1 GOLGA4 GOLGA5 GPATCH3 GPR68 GPSM3 GREB1 GSTM1 GSTM4 GSTZ1 HACD1 HBE1 HIVEP2 HMGN5 HNRNPDL HNRNPU HOXC4 HS1BP3 HSD17B12 HYAL2 IFI27 IFT80 IGKC IL18R1 IL1A IL1R2 IL1RL1 ILRUN IMMT INIP INO80B IPCEF1 ISCU ISYNA1 ITGA4 ITGAM ITGB5 ITK ITM2C IWS1 KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KIF18A KLF13 KLHL36 KLHL4 KLHL41 KRT19 LANCL2 LARP1 LDAH LEPROTL1 LHPP LINC00160 LMO7 LMTK3 LRP3 LRRC19 LRRC4C LY86 LY9 LYL1 MAGED4B MAGEL2 MAP1S MAP4 MAP6D1 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED14 MED25 METTL22 MICALL1 MICB MLYCD MMP14 MMP7 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MSX1 MTMR12 MTTP MXRA8 MYBL2 MYEF2 MYH1 MYL12A NACAD NANS NCOA7 NECAP2 NEIL1 NELFB NEPRO NFIL3 NGF NHSL3 NME1 NMT1 NOL7 NOP53 NOP56 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXF1 NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 P4HTM PAPOLA PARS2 PAWR PCED1B PCGF1 PCSK5 PDCD2L PDCD5 PDCD6 PDE4D PGLYRP2 PHAX PHF3 PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLAAT4 PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PLIN1 PNMA8A PNPLA2 POGLUT2 POLDIP3 PORCN POU6F2 PPIL2 PPP1CB PPP1R14D PPP4R2 PRDM1 PRDM8 PROM1 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RABGAP1 RALGPS2 RARB RBAK RBM7 REPIN1 RERE REV3L RFC2 RFX7 RHPN1 RNASEL RNF103 RNF220 RPRM RRAGD RXRA S100A5 SARAF SAV1 SCARA3 SCD SDC3 SELP SENP1 SF3A1 SFT2D3 SH2B3 SH3BP2 SIAH1 SIN3A SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLC9A6 SLITRK1 SLMAP SLX4 SMAD3 SMG7 SNRNP25 SNX5 SOX1 SOX21 SOX6 SP140L SPAG9 SPMAP2 SPNS1 SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B SYCP2 TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 THUMPD1 TIMELESS TIMP4 TLN1 TM9SF3 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM62 TMEM97 TMLHE TNFRSF13C TNFRSF17 TNFSF4 TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TRMT6 TRUB1 TSLP TTF2 TUBA4A TYMP UBE2J1 UFSP2 UGCG UNC79 UNKL USP30 USP36 UTP11 VAV1 VIT WDR19 WDR25 WDR46 WRNIP1 WSB2 XPO4 XRN2 YWHAB ZBTB5 ZBTB7A ZCCHC4 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZMYM6 ZNF107 ZNF117 ZNF143 ZNF202 ZNF264 ZNF292 ZNF318 ZNF566 ZNF638 MODULE_137 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_137 AAK1 AANAT ABAT ABCA3 ABCC5 ABCC8 ABLIM1 ABLIM3 ACSL1 ACSL6 ACTL6B ADH1A ADIRF AGT AHDC1 AKR1C1 AKR1C2 ALB ALCAM ALDH1A1 ALDH1A3 ALDH4A1 ALDH7A1 AMPH AMT ANGPT1 ANK3 ANOS1 APBA2 APBB1 APC2 APLP1 APOC1 APOC4 APOD APOE AQP1 AQP4 ARC ARHGDIG ARHGEF4 ARMCX2 ARNT2 ASCL1 ASIC1 ATOSB ATP1B1 ATP1B2 ATP2B2 ATP6V0A1 ATP6V1D ATP6V1G2 ATP9A B4GAT1 BAIAP3 BCAS1 BCL11A BDH1 BICD1 BIN1 BMERB1 BRD4 BTBD3 C1QB C3 CA11 CA12 CA2 CABP1 CACNA1A CACNA2D2 CACNB3 CACNG3 CADM1 CALB1 CALB2 CARTPT CBLN1 CBR1 CBX6 CCK CCND2 CD24 CDH11 CDH2 CDH22 CDH4 CDK18 CDKN1A CEL CELF2 CELSR3 CEP135 CFAP410 CGA CHGA CHGB CHL1 CHN2 CHRNB1 CHST1 CHST15 CITED1 CKB CKMT1B CLDN10 CLDN5 CLEC3B CLIP3 CNP CNTNAP2 COL6A2 COL9A2 COL9A3 CORO1A CORT COX7A1 CPE CRABP1 CRMP1 CRYAB CRYM CSH2 CSPG5 CSRP2 CTSF CX3CR1 CYB5R1 CYP2F1 DBN1 DBP DCLK1 DCX DDX17 DDX3Y DGCR2 DIRAS3 DKK4 DLG4 DLK1 DMBT1 DNAJB2 DNM1 DPP6 DPYSL3 DPYSL4 DTNB DUSP5 DUSP8 DVL1 DYNC1I1 EDA EDNRB EEF1A2 EFNA2 EFNB3 EFS EIF4EBP1 ELAC2 ELAVL2 ELAVL4 ELF3 ELMO1 ENO2 ENPP2 EPAS1 EPB41L3 EPHA4 EPHX1 EPN2 EVI2A EXD2 F3 FABP7 FADS2 FAM107A FAM131A FAT1 FAT2 FBXL7 FEV FEZ1 FGB FGF9 FGFR1 FGFR2 FGFR3 FKBP1B FOLR2 FOS FOXG1 FOXO4 FRZB FXYD1 FZD7 FZR1 GABBR1 GABBR2 GABRB3 GABRG2 GAD1 GADD45G GAGE12F GALR3 GAP43 GATM GET1 GFPT2 GJA1 GJB1 GLRB GNAO1 GNG12 GNG4 GNG7 GPC3 GPM6A GPRASP1 GPRC5B GPX3 GRIA2 GRIK1 GRIK5 GRIN1 GSTA4 GSTM1 GUCY1B1 H2BC21 HAGH HBB HMOX1 HPR HRAS HSPA13 HSPA2 HTR4 HTRA1 IFI27 IFIT1 IGFBP2 IGFBP3 IGFBP6 INHBB INPP1 INSIG1 INSM1 IQSEC1 ITGA6 ITGA7 ITM2A ITPKA ITPR1 KAT6B KCNA5 KCNJ4 KCNK1 KCTD17 KDM5D KHDRBS3 KIF21B KIF3A KIF5C KLHDC3 KLK6 KMT2A KRT17 KRT4 KRT86 KYAT1 L1CAM LAMA2 LARGE1 LDB2 LDOC1 LGR5 LHX2 LIPA LMO2 LMO4 LPL LY6H LZTS3 MACIR MAGI2 MAOA MAOB MAP2 MAP7 MAPK10 MAPK8IP2 MAPRE2 MAPT MAT1A MBP MDK MEF2C MEGF9 MEIS2 MLC1 MLLT11 MPP3 MT1G MTHFR MTMR9 MTSS1 MTUS1 MXD4 MYH11 MYLK MYO10 MYRF NAP1L3 NCALD NCAM1 NCAN NEBL NECAB3 NECAP1 NEFL NEFM NEO1 NEURL1 NFYC NHERF1 NID2 NNAT NOVA1 NOVA2 NPTX1 NPY NR4A1 NRG2 NRGN NRXN1 NTRK2 NUPR1 OLFM1 OMG ORM2 PALM PARD6A PARM1 PAX4 PAX6 PCBP4 PCDH9 PCK1 PCP4 PCSK1 PDE2A PDE4B PDGFRA PEG10 PENK PER1 PFKFB4 PHLDA1 PHYHIP PITPNB PKD1 PKIA PLAAT3 PLCB1 PLCH2 PLEKHB1 PLP1 PLXNA2 PLXNB1 POLR2J POMZP3 PPL PPP3CA PPP4R2 PQBP1 PRAME PRB4 PRKACB PRKCB PRKCZ PRPF19 PRPF6 PRSS2 PSD PSG7 PSPHP1 PTGDS PTK2B PTN PTP4A3 PTPRD PTPRN PTPRN2 PTPRO QDPR QPCT RAB11B RAB31 RAC3 RALGPS1 RASL10A RASSF2 RBMS3 RBP1 RCAN2 RELN RGS1 RGS4 RGS5 RGS7 RHBDL1 RHOB RIMS2 RIMS3 RNASE1 RND1 RND3 RNF144A ROR1 RPH3A RPS4Y1 RSBN1 RTN1 RUNDC3A RUNX1T1 RYR3 S100B SCAMP5 SCG2 SCG5 SCHIP1 SCN1B SCN2B SCO2 SCRN1 SELENOP SEPTIN5 SERPINA1 SERPINA3 SERPINI1 SETBP1 SFRP1 SGCE SH3BGR SH3GL3 SIX6 SLC17A7 SLC1A3 SLC1A6 SLC22A18AS SLC23A2 SLC2A3 SLC39A6 SLC6A3 SLIT1 SMARCD3 SNAP25 SNAP91 SNCB SNCG SNPH SNRK SOD3 SORBS2 SOX10 SOX4 SOX9 SPARCL1 SPHK2 SPOCK1 SPOCK2 SPP1 SPTBN2 SRPX SST SSTR2 ST18 ST3GAL5 ST6GALNAC4 STAT2 STK39 STMN1 STMN2 STOML1 STX1A STXBP1 SULT4A1 SV2A SV2B SYNE1 SYNGR1 SYT1 SYT5 TACC2 TAGLN3 TBC1D9 TBR1 TCEAL4 TENM4 TF TFAP2B THBS2 THBS4 THRA TIMM17B TIMP3 TLE1 TLE2 TM7SF2 TMCC2 TMEM47 TMSB15A TMX4 TNC TNF TNFRSF6B TRIM2 TRIM23 TRIM9 TRO TRPC4AP TRPM2 TSPAN7 TSPAN8 TSPYL2 TSPYL4 TTLL1 TUBGCP4 TUSC3 TYRO3 UBE2D1 UBL3 UBXN1 UCHL1 VCAN VGF VSNL1 WASF3 WDR7 WFDC2 WIF1 ZBTB16 ZBTB18 ZBTB20 ZIC1 ZIC2 ZP3 MODULE_138 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_138 ACR AGXT AOAH ARHGAP35 BDKRB2 BMP7 CASP9 CBR1 CDH11 CDK10 CHRNA2 CNN1 COL9A3 CP CRADD CRYBA4 CSF3R CXCL11 DEFA1 DELE1 DENND2B DGCR2 DHCR24 DHX8 DNTT DRP2 EGR3 ENG ERF ETS1 EXOSC9 EYA2 FAP FMO1 FOLR2 FXYD3 FZD2 GDF15 GPKOW GRK5 HBEGF HLX HNF1A HOXB5 HTR6 IL15RA KLK6 LTF MAPK1 MAPKAPK3 MAT1A MC1R MYL9 MYLK MYO5A NRG1 ORC1 P2RX4 PDGFRA POMZP3 PPP1R1A PPP5C PRKCQ PWP2 RAD54L RGS4 ROR2 S100A1 SAA1 SKIC2 SLC1A4 SLC6A11 SMAD3 SNX19 TARBP2 TBXAS1 THBS4 TNNI2 TOB1 TRIO TROAP VDR VIPR2 WASF3 XPA ZFR ZNF212 MODULE_139 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_139 AGR2 AIF1L ANKRD50 ANXA9 ARHGEF16 ARHGEF5 B3GNT3 BCAM BDH1 BLVRB BMP7 C4B CCN5 CDH1 CLDN4 CLDN7 CMAHP CRABP2 CYB5A CYBA DPYSL5 ELF3 EPCAM ERBB3 FBP1 FOXA1 GATA3 GCA GPR160 GSE1 ICA1 IRX5 ISOC1 ISY1 KRT18 KRT19 KRT8 MAGEA2 MAL2 MAN1A1 MLPH MNX1 MSI2 MSX2 MUC1 MYO6 NEBL NHERF1 NSUN7 NUP210L OCLN PDGFB PKP3 PRLR PRR15L RAB26 RASL10A RERG RGCC RHOB SCNN1A SELENBP1 SFT2D3 SLC4A10 SPINT2 ST3GAL5 SULT2B1 SYT12 SYT17 SYTL2 TFAP2C TJP3 TNFRSF25 TP53I11 TPD52 TRPS1 UBXN6 UCP2 VAV3 MODULE_14 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_14 ANGPT1 ANPEP CXCL8 EPAS1 FGF1 FGF2 FGF6 IL18 JAG1 MMP19 NRG1 TBXT TNFAIP2 TNFSF12 VEGFD MODULE_141 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_141 CLCNKA CLIC2 FXYD3 GABRA1 GABRA2 GABRA5 GABRA6 GABRG2 GLRA1 GLRA2 GLRB SLC12A2 SLC12A3 SLC26A3 SLC34A1 VDAC1 MODULE_143 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_143 B2M HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DOB HLA-DRA HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G MODULE_145 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_145 ABCC5 ALOX5 AMD1 ARHGAP4 ATP2A3 BACH2 BANK1 BCL2 BIN2 BLK BMX C3orf36 CACNG4 CAPRIN1 CD200 CD24 CD5 CDC25B CMKLR1 CNR2 COL19A1 COL4A4 CTLA4 CTSF CXCR4 DBP DEFA1 DGKD DIRAS2 DPEP2 FADS3 FAM53B FCER2 FCMR FCRL1 FCRL2 FCRLA FGR FOXP1 G6PC3 GABBR1 HDAC9 HMGN3 HSD17B11 HVCN1 ICOSLG IGHM IL1R2 IL24 IL4R IRF8 ITGB7 KCNA3 KIAA0753 LZTS3 MAP3K11 MARCHF1 MECP2 MED12L MED25 MED29 MX1 NCOA3 NEK11 NME1 NTRK3 ODF2L PALM2AKAP2 PCSK4 PDE2A PNRC1 PORCN PRMT3 PTCRA PTPRO PTX3 RABIF RAPGEF6 RCSD1 ROR1 RSAD2 RUBCNL SEL1L SHC2 SLC24A3 SLC27A5 SOX6 SPINT2 SPON2 SPPL2A ST7L TAP1 TCF7 TCL1A TMEM97 TNFAIP2 TOR1B TP53 TP53I13 TRDD3 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 XIRP1 ZFHX2 ZFP36L2 ZNF395 MODULE_146 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_146 ACKR1 ACKR2 ADCYAP1R1 ADGRB3 ADGRE1 ADGRL1 ADORA2A ADRA1B ADRA2A ADRA2B ADRB1 ADRB2 AGTR1 AVPR1A AVPR1B BDKRB2 C3AR1 C5AR1 CALCRL CCKBR CCL13 CCR1 CCR2 CCR3 CCR5 CCR8 CHRM1 CHRNA4 CHRNB1 CHRNB4 CHRNE CMKLR2 CNR1 CRCP CX3CR1 CXCR4 CXCR5 CXCR6 DRD3 EDNRA EDNRB F2RL2 FPR1 FPR2 FPR3 FZD2 GALR3 GHRHR GNAT2 GP1BA GP1BB GPR17 GPR171 GPR182 GPR183 GPR3 GPR39 GPR65 GPR75 GRPR HCAR3 HCRTR1 HCRTR2 HRH1 HTR2B HTR2C HTR3A HTR4 HTR6 HTR7 LANCL1 LPAR1 LPAR6 LTB4R NPR3 NPY NPY1R NPY2R OPCML OPRK1 OR10H3 OR2F1 OXTR P2RY10 P2RY14 P2RY6 PDGFRL PRB4 PRPH2 PTGER1 PTGER2 PTGER3 PTGFR PTH1R PTH2R RGR RRH S1PR2 S1PR4 SSTR2 TACR3 VIPR1 MODULE_147 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_147 ACACB ACTA1 ADA ALG12 AUP1 BMP2 CBY1 CC2D2A CCN3 CD14 CD40 CDC42SE2 CHORDC1 CHRNA1 CKB CLIC4 CRNKL1 CTNNAL1 DBNDD1 DHODH DLK1 EFTUD2 EID1 ELL EXOSC4 FADS1 FKBP1B GABRA2 GATAD2A GATM GPER1 H3-3B HOXC4 IFT88 IL1R1 ITGA8 KLHDC10 KLK6 LAMTOR1 LEAP2 LIMCH1 LIMS3 LSM14A LYN MAPT MARCKS ME2 MECP2 MGAT3 MTMR2 MYLK2 MYO1C NCK1 NF2 NINJ1 NNT NPRL3 NTRK2 NUP54 NXN OXR1 PCGF3 PFDN4 PIF1 PLAUR PLPBP PNLIP PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PSMD2 PTBP1 PTMA R3HDM1 RHAG RNF11 RNF4 ROPN1 RPL10 RPLP2 RXRB SARM1 SETDB1 SLC20A1 SLC25A16 SLC25A37 SLC9A1 SMYD5 SSR3 TAGLN3 TBC1D2B TECPR2 TGFB1 THOP1 THY1 TMEM97 TNFRSF14 TRAF6 TRAM1 TRIM4 TXNDC16 VASH2 WWP1 ZNF217 ZNF667 MODULE_148 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_148 ACOX1 AKR1C3 ALOX15 ALOX15B ALOX5 ALOX5AP CYP4F3 HPGD LTA4H PTGDS PTGES PTGIS PTGS2 MODULE_149 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_149 BZW1 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3B EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF4A1 EIF4A2 EIF4B EIF4EBP2 EIF4G2 EIF4H EIF5A EIF6 HSPB1 PABPC1 SEC11A SEC61A1 SRP19 SRP54 SRP9 SRPRA UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 MODULE_15 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_15 ACKR2 ACR ADA ADAM19 ADSL AHSG AIF1 AIMP2 AK2 AKR1C3 ALDH1A1 ANGPT1 ANPEP ANXA1 APEX1 APOC1 APRT ARHGAP4 ARHGDIB ARHGDIG ARHGEF6 ARL6IP5 ARPC4 ATF3 ATP2A3 BCKDHA BIRC2 BMI1 BNIP2 BOP1 BRD4 BYSL CAD CAPG CBX3 CCHCR1 CCND2 CCND3 CCNG1 CCT6A CD34 CD37 CD44 CD47 CD52 CD53 CD69 CDK2 CDK5R1 CDK6 CDV3 CEP250 CFAP410 CHST1 CKS2 CLDN9 CLEC2B CLIP2 CLN3 COPS2 COPS5 CORO1A COX7B CREG1 CRIP1 CRYBA4 CSF3R CSNK2A1 CST7 CTSC CXCL2 CXCL8 CXCR4 DARS1 DBP DDIT3 DDIT4 DDX21 DDX3X DDX3Y DGKA DKK4 DNM2 DNMT1 DOCK2 DOK1 DYRK1A EDA EDC4 EEF1E1 EFNA2 EIF2S3 EIF4EBP1 EIF5 ELMO1 EMP3 ETS2 EVI2B EWSR1 FABP7 FADS1 FADS2 FDFT1 FKBP5 FLNA FLT3 FOS FOSB FZR1 GADD45A GALNT1 GATA1 GATA2 GBE1 GLRX GMFG GMPS GNA15 GPA33 GPSM3 GYG1 H2AC6 H2BC12 H2BC21 H4C3 HAP1 HCLS1 HHEX HLA-DMA HLA-DQA1 HLA-DQB1 HMGN4 HMOX2 HNRNPA0 HOPX HPRT1 HSD17B10 HTR4 HTR7 HTRA2 ICAM3 IFI16 IGHM IL1B IL2RG ILF3 IMPA2 INPP5D INSIG1 IQGAP2 IRF5 ITGA2B ITGA4 ITGB7 ITM2A ITPA ITSN1 JARID2 JUN JUNB KCND3 KDM5C KIF21B KLHDC3 KRT18 KRT31 LAIR1 LAMP2 LAPTM5 LCP1 LCP2 LGALS9 LIPA LMNB2 LMO2 LMO4 LPIN1 LRBA LRPPRC LSM3 LSM4 LSP1 LST1 LYN M6PR MAFF MAGI1 MAN2B1 MAP2K3 MAP4K1 MAPKAPK3 MAPRE1 MBD4 MBNL1 MCM2 MCM3 MCM6 MDK ME2 MEST METAP1 MLC1 MLLT11 MME MPO MPP1 MRPL3 MSH2 MTA1 MYB MYC MYCBP MYO18A NCF4 NFIL3 NHERF1 NMI NOLC1 NRIP1 NSMAF NUDT1 OAS2 ORM2 P2RX1 PAICS PARP2 PCDH9 PCLAF PCNA PCOLCE PECAM1 PFKFB2 PIGC PIM1 PIM2 PITPNB PKN1 PLAAT4 PLCG2 PLEK PLIN2 PLK3 PMAIP1 PMF1 PNP PNRC1 POLA2 POLD2 PPP1R15A PPP2R5D PPP4C PPP5C PRG2 PRIM1 PRKACB PRKDC PROM1 PRPF19 PSD4 PSMA4 PSMB8 PSMB9 PSMC2 PTK2B PTP4A1 PTP4A3 PTPN12 PTPN7 PTPN9 PTPRC PTPRCAP PTTG1 PYGL RAB11A RAB8A RAC2 RAC3 RAP1A RGS1 RGS10 RGS2 RHOG RNASE2 RNPEP RO60 RPA1 RPA3 RRP1B RSRP1 S100A4 S1PR4 SATB1 SCP2 SEC22B SELL SEPTIN6 SERBP1 SERPINB1 SERPINE1 SERTAD2 SF3A1 SFPQ SHMT2 SLC25A46 SLC2A1 SLC43A1 SLC6A2 SLC7A11 SLIT2 SMARCD2 SNRPB2 SORD SOX4 SPINK2 SRGN SRSF2 SSR1 STMN1 STX10 SYNCRIP SYNGR4 TARBP1 TARBP2 TBXAS1 TCF12 TFAP2B TFDP2 TFRC TGFB1 TMX1 TNFAIP8 TNFRSF10B TNR TP53 TRAF2 TRANK1 TRO TSPAN3 TTLL12 TYMS UBE2J1 UBE2L6 UBXN1 UNG VAMP5 VAMP7 VBP1 VRK1 WAS WIZ WTAP YWHAE ZIC2 ZMIZ1 ZPR1 ZWINT ZYX MODULE_150 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_150 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EFTUD2 EIF2S3 ELOB ELOC RPLP0 RPLP1 RPLP2 SRP9 TUFM MODULE_151 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_151 ABCC1 ACAA1 ACADM ACTR2 ADIPOR2 AIF1 ALDH9A1 AP2S1 APMAP APRT ARMT1 ARPC1B ARPC2 ARPC3 ATP5F1B ATP5F1E ATP5IF1 ATP5MC3 ATP5ME ATP5MF ATP5MJ ATP5PF ATP6V0B ATP6V0E1 B2M BCAP31 BEX1 BLOC1S1 BST2 BTF3 C19orf53 CANX CAPNS1 CARD19 CBX6 CCNDBP1 CCT3 CCT8 CD63 CDC37 CDC40 CES1 CHMP2A CHPF CIAO2A CIB1 CLEC2B CLIC1 CNIH1 CNPY2 COMT COX5B COX6B1 COX6C COX7A2 COX7B COX7C CPQ CSNK2B CST7 CTSC CYBA DAD1 DAP DDX3Y DHRS7 DPP7 DPY30 DYNLL1 ECH1 ECI1 ECPAS EDRF1 EEF1A1 EEF1B2 EEF1D EEF1G EEF2 EIF3E EIF3F EIF3G EIF3H EIF3I EIF3K EIF3M EIF4B ELOB ELOC ERP29 ERRFI1 ETFB EXOSC4 EXOSC7 FABP5 FDPS FKBP2 FUCA1 GAA GABARAP GABARAPL2 GADD45G GNG10 GPX1 GPX4 GRHPR GSN GTF2A2 GYG1 HIGD2A HINT1 HLA-A HLA-C HPRT1 HSBP1 HSPA8 IDH3B IL2RG IMP3 IMPDH2 INHBB KPNA4 KRT24 LBR LDHA LGALS3 LRPPRC LSM3 LSM5 LYZ M6PR MACROH2A1 MAGT1 MAPKAPK3 MB MDH1 METAP1 MFSD1 MGST1 MNDA MRPL21 MRPL33 MRPS18B MRPS24 MSI1 MTPN MYL12B MYL6 NACA NAP1L1 NCL NDUFA1 NDUFA13 NDUFA4 NDUFAB1 NDUFAF7 NDUFB1 NDUFB7 NDUFS4 NDUFS5 NDUFV2 NME2 NME4 NPM1 NSA2 OAT P4HB PCBP1 PCNA PFN1 PHB2 PIH1D1 PKM PLP2 PLTP PNP PPA1 PPIB PRDX1 PRDX4 PRDX6 PRELID1 PSMA2 PSMA4 PSMA6 PSMB1 PSMB4 PSMD10 PSMD6 PSMD8 PTMA PYGL RAB10 RACK1 RAD23A RB1 RBCK1 RBX1 RCN2 RHOG RNASEH2C RPE RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL36AL RPL38 RPL39 RPL4 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPS10 RPS11 RPS13 RPS15A RPS16 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS27L RPS28 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS9 RPSA RRP9 RSL24D1 RTRAF SDHB SEC11A SEC61B SEMG2 SF3B5 SLC25A5 SNRPB SNRPB2 SNRPC SNRPD2 SNRPE SNRPG SNX6 SOD1 SPG21 SRGN SRP9 SRSF2 SRSF7 SSBP1 STAU1 STMN1 STRAP TAF7 TIPIN TMEM230 TMEM59 TPD52L2 TPI1 TPRKB TPSAB1 TRA2B UBA52 UBL5 UCP2 UQCRB UQCRC2 UQCRFS1 UQCRH UQCRQ UXT VBP1 VDAC1 WDR83OS XPNPEP1 YWHAG ZFAND6 ZFP36L1 ZMPSTE24 ZNF451 ZNF525 ZNF706 ZNHIT1 MODULE_152 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_152 ABCF1 ACAA2 ACADVL AGXT ALAS1 AMT ATP2C1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC3 ATP5ME ATP5MF ATP5MJ ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H BCKDHA BNIP3 BNIP3L CKMT1B CLN3 CLPP COX17 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A CYBA CYC1 CYCS CYP11B2 DECR1 ECH1 ECHS1 FH GATD3 GCSH GLUD1 GOT2 GPX4 HADH HADHA HAX1 HSPE1 IDH2 IDH3B LACTB MAOB MGST1 MRPL12 MRPL3 MTHFD2 NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB7 NDUFB8 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NME4 PCCB PCK2 PRDX5 SCP2 SDHA SDHB SDHD SLC25A3 SLC25A5 SLC39A6 SSBP1 SUCLG1 SURF1 TIMM17B TOMM20 TRAP1 UCP1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ VDAC1 MODULE_153 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_153 ALDH3A2 ATP2C1 CCN2 COL1A1 COL7A1 CRABP2 DSP EDA EMP1 EVPL FABP5 GJB5 HOXB13 KRT1 KRT13 KRT14 KRT15 KRT16 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LCE2B PLOD1 PROX1 S100A7 SCEL SNAI2 SPRR1B TFAP2A WAS MODULE_154 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_154 ADRB2 AKR1C1 AKR1C3 ALDH1A3 ANGPTL4 ANXA8L1 AREG B3GNT5 BARX2 CA2 CALML3 CAV1 CAV2 CDH3 CLDN8 COL17A1 COL7A1 CSF2 CSTA CXCL1 CYP26A1 DMRT2 DSC3 DST DUSP6 EFNB1 EIF2B3 F2RL1 FASN FBN2 FGFBP1 FXYD3 GABRE GJB5 GPX2 HAS3 ITGA6 ITGB4 KLHL13 KLK10 KLK5 KRT1 KRT13 KRT17 KRT5 KRT6B LAMA3 LAMC2 LGALS7 LIPG LMTK3 MAOA MMP14 MRAP2 PGAP4 PI3 PPP1R14C PTGS2 PTHLH PTPRK ROPN1L S100A2 S100A8 S100A9 SAA1 SERPINB2 SERPINB5 SERPINE1 SPRR1B SPRR2C TENM2 TFPI2 TM4SF1 TP63 TRIM29 MODULE_155 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_155 AOC1 ATF6 BAG3 CCT4 CCT6A DNAJA1 DNAJC7 ERP29 FKBP1A HSPA8 HSPD1 HSPE1 KDELR1 KDELR2 KPNA2 KPNB1 LRPAP1 PDIA5 PDIA6 PPIC SSR1 SSR2 TNPO1 TOMM34 VBP1 MODULE_156 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_156 AHNAK AP2A1 CACNG4 COA8 COL6A1 CRYZL1 EVI2B IGHM IGLJ3 INTS11 MGA NCS1 NEUROD6 NUDT22 NUP107 PLAGL1 PLEKHA1 PTGIS RGS5 WWC3 ZNF185 ZNF266 MODULE_157 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_157 ABAT ADCYAP1 AFAP1 AIF1 ARHGAP4 ATF6B ATP6V1B1 AVPR1B AZGP1 CALB2 CCL2 CD22 CD33 CD34 CD8B CEACAM4 CFB CHI3L2 CHRNE CLCNKA CNTN1 CSRP3 CTF1 CYP2A6 CYP2F1 DLG4 DPEP1 DVL1 EDEM1 EFNA3 FEV FGR FLT1 FUT3 FUT7 GMPR GNA15 GNG4 GOLGA1 GRM4 HLA-DOB HSF4 IGHMBP2 IL2RG IRF5 ITIH4 KCNJ4 KDM5D KRT2 KRT31 KRT33B KRT6A KRT86 LIF MEF2C MLANA MME MPP2 MPP3 MPZ MR1 MVK MYBPC1 MYBPC2 MYOG NHERF2 NNAT NOS1 NR1D1 NTN3 OAS2 P2RX1 PAX8 PDE4A PFKFB3 PHKG1 POLA2 PRB4 PROC PSD PTPRN PTPRU RAPGEF5 RASL10A RCAN2 RGS16 S100P SLA SLC18A1 SLC30A3 SLC5A2 SLC6A9 SMPDL3B SPRR2C SPTB STAT4 STXBP1 TAF1 TBR1 TBXA2R TNR TUB VAV2 WNT10B ZKSCAN7 ZNF143 ZNF157 ZP2 MODULE_158 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_158 BLM BRCA2 CDC45 CDC7 CDK2 CENPE CENPF CHAF1A CHAF1B DDX11 FEN1 GMNN HMGB1 HMGB2 LIG1 MCM3 MCM6 NAP1L1 ORC1 PCNA POLA1 POLD1 POLD2 POLE POLE2 PRIM1 PRIM2 RBBP4 RFC2 RFC3 RFC4 RFC5 RNASEH2A RPA1 RPA3 RRM1 RRM2 S100A11 SSBP1 TENT4A TERT TOP2A TOPBP1 MODULE_159 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_159 AARS1 ABCF1 ARF4 ARF5 ARFIP2 ARL3 BZW1 CDC42 DHX30 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF2S1 EIF2S2 EIF2S3 EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4EBP1 EIF4EBP2 EIF4G2 EIF4H EIF5 EIF5A EIF6 ELOB ELOC ETF1 GEM GNA12 GNAI2 GNAS GNL2 GSPT1 GTPBP6 KARS1 MX2 NARS1 NOLC1 R3HDM1 RAB10 RAB11A RAB13 RAB14 RAB1A RAB27A RAB2A RAB31 RAB5A RAB5C RAB8B RALA RALB RAN RAP1B RHOA RIT1 RRAGA SCG5 SEPTIN2 SEPTIN7 SLU7 SRP54 TUBA3C TUBB3 TUBB4B TUFM ZC3H11A MODULE_16 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_16 AANAT ACD ACKR2 ACR ACTN1 ADAM10 ADAM19 ADD2 ADNP ADRA1D ADSL AGPAT2 AHSG AIF1 AIMP2 AK2 ALAS2 ALOX5AP AMELX ANPEP ANXA1 AP1M1 APEX1 AQP5 AQP8 ARC ARHGAP4 ARHGDIB ARHGDIG ARHGEF2 ARHGEF6 ARID1A ARID3A ARPC4 ARSL ARTN ASNS ATF5 ATOSB ATP11A ATP1B2 ATP4A AURKB AVPR1B BASP1 BCKDHA BDH1 BLMH BMP1 BMP10 BOP1 BRD4 BUB1B C8B CAD CALU CAPG CARD10 CASP2 CCHCR1 CCL2 CCL3 CCL4 CCL5 CCL7 CCNA2 CCND2 CCND3 CCNE1 CCNF CCT6A CD22 CD33 CD47 CD53 CD8B CDA CDC20 CDC42EP1 CDK2 CDK5R1 CDKN2C CDV3 CELF2 CENPA CES1 CFD CFP CHAF1A CHST1 CITED2 CKS2 CLCNKA CLDN9 CNKSR1 COL2A1 COMP COPS2 COPS3 CORO1A CORT COX7B CPD CREG1 CRHR2 CRYAA CRYBA4 CSNK2A1 CST7 CSTA CSTF3 CTNNBIP1 CTSC CTSG CXCL8 CXCR4 CYBB CYP1B1 CYP2C18 CYP4B1 CYP4F12 DAPK2 DARS1 DCAF7 DDX11 DDX19A DDX21 DDX39A DKK4 DNMT1 DOCK2 DOK1 DOLK DPH2 DTX4 DUSP6 DVL1 ECE2 EDC4 EEF1E1 EFNA2 EIF2S3 EIF4EBP1 ELAVL2 EMP3 ENG ENTREP1 EPAS1 EPB41L3 ESPL1 ESRRA EXOSC2 F7 FADS1 FADS2 FAM107A FAM53B FCER1G FDFT1 FDXR FEN1 FEV FGR FHIT FLNA FLT3 FOXM1 FUT7 FZR1 GADD45A GAGE12F GALR3 GGH GJB5 GLA GLRX GMPR GMPS GNA15 GNAQ GPA33 GPR161 GPR183 GPR3 GPSM3 GRAMD4 GSPT1 GTF2H3 GTSE1 GYG1 GYPB H2AX H2BC12 H4C3 HAP1 HAT1 HCK HCLS1 HK3 HMGN4 HMMR HPRT1 HRG HSD17B10 HSF4 HSPB2 HTR3A HTR4 HTR7 ICAM3 IER3 IFIT1 IFNGR1 IFRD2 IFT25 IGF2 IGHG3 IKBKG IL2RG ILF3 IMPA2 INPP5D INSIG1 IRAK1 IRF5 ITGA10 ITGA2B ITGA6 ITGB2 ITSN1 JARID2 KCNAB1 KCND3 KCNJ4 KCNQ3 KDM5C KIAA0513 KIF11 KIF21B KLHL18 KRT31 KRT4 KRT86 KYNU LAIR1 LAMP2 LAPTM5 LBP LCP1 LCP2 LDLR LGALS9 LGR5 LIF LILRA2 LLGL2 LMNB1 LMNB2 LMO2 LPAR2 LPXN LRCH4 LRIT1 LRP3 LSM1 LSM3 LSM4 LSP1 LST1 M6PR MAD2L1 MAGI1 MAN2B1 MAP2K3 MAPKAPK3 MCM2 MCM5 MCM6 ME2 METAP1 MLC1 MME MMP15 MMP9 MNDA MPO MRPL12 MRPL3 MSH2 MSH6 MSMO1 MSX1 MYB MYBL2 MYC MYCBP MYL2 NCBP2 NCF4 NDC80 NECTIN1 NEURL1 NFKBIB NHP2 NMB NMI NOLC1 NPC1 NPM3 NR1D1 NRG2 NTSR2 NUDT1 NUP205 NUP50 NUP62 OAS2 ODF1 OGG1 ORC1 ORM2 OXCT1 P4HA1 PAICS PAX7 PAX9 PCLAF PCNA PDGFRA PFKFB2 PHF10 PIGB PIGC PIGR PKMYT1 PKN1 PLAU PLAUR PLCG2 PLEK PLEKHB1 PLIN2 PLK1 PLK3 PMM2 PNP POLA2 POLD2 POU4F1 PPP3CC PPP5C PRAME PRB4 PRELID3A PRG2 PRKCD PRKDC PROC PRPF19 PRRC1 PRTN3 PSD4 PSMA4 PSMG1 PTK2B PTP4A1 PTP4A3 PTPN7 PTPRC PTPRCAP PTPRU PTTG1 PXN PYGL QSOX1 RAB31 RAB5C RAB8A RAC2 RAC3 RAD54L RAP1A RASSF2 RBBP8 RCC1 RGS10 RHOG RIBC2 RNASE2 RNPEP RPA1 RPA3 RPS26 RPS6KA1 RREB1 RRM1 RRP1B RRP7A RRP9 S100A11 S100A4 S100A8 S100A9 S100P S1PR4 SBNO2 SCN2B SCN4A SDC1 SEC22B SEMA3F SEMA6C SERBP1 SERPINB1 SERPINB2 SFTPC SH3BP1 SHBG SHMT2 SIM2 SLA SLBP SLC16A3 SLC1A5 SLC25A1 SLC2A1 SLC2A3 SLC39A6 SLC43A1 SLC5A2 SLC5A6 SLC6A11 SLC6A6 SLC6A7 SLC7A11 SLC7A5 SLPI SMPDL3B SMS SNRPA1 SNRPB2 SNRPC SNX1 SORD SOX10 SPN SRGN SRRM2 SRSF2 SSR1 ST3GAL4 ST6GALNAC4 STMN1 STX10 SULT4A1 SYNCRIP TAF1 TARBP2 TBCD TBX1 TCF12 TCF7 TCIRG1 TDG TFDP1 TFDP2 TFRC TGFB1 TK1 TMEM106C TMEM97 TMSB4Y TMX1 TNF TNFAIP8 TNFRSF10B TNFRSF1B TNFRSF25 TNXB TOMM40 TOP2A TPX2 TRAPPC6A TRIM16 TRIP13 TTLL12 TUB TYMS TYR UBE2C UBE2E1 UGT2B15 UNG VAMP7 VBP1 VDAC2 VENTX VSIG4 WAS WEE1 WIZ ZBED4 ZIC2 ZMIZ1 ZMPSTE24 ZNF117 ZPR1 ZWINT ZYX MODULE_160 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_160 AARS1 CARS1 EPRS1 GARS1 HARS1 HARS2 IARS1 KARS1 KHSRP NARS1 QARS1 SARS1 TARS1 VARS1 YARS1 MODULE_162 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_162 EBP SLC10A1 SLC10A2 SLC12A1 SLC12A3 SLC15A1 SLC15A2 SLC16A2 SLC16A4 SLC16A7 SLC17A2 SLC24A1 SLC34A1 SLC5A5 SLC6A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 MODULE_163 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_163 ACBD6 ACE2 ACTN1 ACYP2 ADAM6 ADAMTS10 ADAMTS12 ADAMTS5 ADAMTS7 ADAMTSL1 ADARB2 ADAT3 ADORA1 ADPRHL1 AHSG AJAP1 AK1 AKAP4 AKR7A3 AKT1 ALKBH3 ANKRD26 ANKRD27 ANKZF1 ANO10 ANO3 APOBEC1 AQP2 ARHGAP45 ARHGEF25 ARMCX5 ARSB ART3 ASAP3 ASB12 ATP10D ATP2B3 AVIL BAAT BBOX1 BCAP29 BCAS1 BCAS4 BEND5 BEST3 BHMT BICD1 BLOC1S6 BMPR1B BORCS6 BORCS8-MEF2B BPESC1 BPIFA1 BSCL2 BSN BTBD8 BTC C21orf62 C22orf31 C2CD3 C4orf17 C8orf34 CA4 CABP5 CACNB4 CACNG4 CAPNS2 CAPZA2 CASR CCDC65 CCHCR1 CCL26 CCS CD5L CD72 CD99L2 CDC14A CDH10 CDKN2B CDO1 CDX1 CECR2 CELA2A CELA3A CELSR3 CFAP61 CHFR CHL1 CIRBP CLDN14 CLEC3A CNBD2 CNDP1 COBL COL20A1 COL4A4 CPA1 CPA6 CPED1 CPNE1 CRB1 CREB3L1 CRYGA CSMD3 CTPS2 CYP2E1 CYP39A1 DAO DDA1 DDIT4 DDN DDX39B DENND3 DGCR5 DGKI DHRS3 DIS3 DLGAP2 DLX3 DMWD DMXL2 DNAJC10 DNAJC22 DNAJC28 DNAJC30 DNMT3B DOCK1 DOP1B DPF3 DPM3 DRC7 DSCAM DSG1 DSG2 DYDC2 DYNC2I1 EDN2 EEF1G EFCC1 EGF EGR1 EIF3H EIF4EBP1 ELAPOR1 EMP2 EMSY ENTREP1 EPB41L4A EPHA7 EPS8L3 ERMN ERO1B ESPL1 ETAA1 EYA1 FAHD1 FAM135B FAM199X FAM234B FAM83D FASTKD1 FBXL5 FBXO5 FCMR FDX2 FETUB FEZ2 FGF5 FKTN FLNC FMNL1 FMO4 FOXF2 FOXJ1 FPR2 FSTL4 FXYD2 GABRA2 GABRA6 GALNT13 GALNT15 GCM2 GIMAP5 GIT2 GLT8D2 GNGT2 GPC4 GPC5 GPN2 GPR182 GPR35 GPRC5C GRB14 GRB2 GRIK2 GRIP2 GRP GSN GTF3C1 GTF3C4 GYPB H1-2 H2AC8 H4C3 HAS2 HCG4 HCRTR1 HCRTR2 HDAC9 HIC2 HIF3A HMBS HMGA1 HOOK1 HOXB13 HOXB8 HPCAL1 HRAS HSPB2 HTR2B HTRA2 IBSP ICMT ICOS ID2B IFFO1 IFT140 IFTAP IL17B IL1A IL33 INMT INPP1 INVS IRF4 ITIH5 ITLN2 KCNA4 KCNB1 KCNH3 KCNJ11 KCNJ4 KCNMB3 KCNS2 KCNV1 KIAA0319 KIF3B KLHL25 KLHL3 KLHL32 KLK11 KLK4 KLRG1 KMT5C KRT10 LAMTOR5 LILRA1 LINC00839 LINC01549 LRRC37A LRRC8D LRSAM1 LUM LY6G6C MAP1A MAPK15 MAPK9 MAPRE1 MCF2L MCOLN3 MCPH1 MED15 MEGF11 METTL16 MKI67 MPP4 MRGBP MRPL50 MRPS31 MS4A5 MUCL1 MXRA8 MYBPH MYCN MYH14 MYL2 MYO15A MYO15B MYO16 MYO3A MYT1L N6AMT1 NALCN NAT8 NCF1C NCF2 NDC80 NDUFA2 NECTIN2 NFATC2IP NFATC4 NLRP12 NLRX1 NOS2 NOTCH1 NOX4 NPC1L1 NPVF NRP1 NRXN1 NTRK2 NTRK3 NUSAP1 NXPE4 NXPH4 NXT2 OAS3 OPHN1 OR2I1P OR51E2 ORC6 OSTC OTOF OTX2 P2RX3 P2RX7 P2RY1 P2RY6 PABPC3 PALLD PAX2 PBK PCA3 PCDHB15 PCDHGB6 PCNP PDE5A PELI2 PER1 PERP PEX11B PFAS PGAP3 PGLYRP4 PGS1 PHKG1 PHYHIP PIMREG PLA2G12B PLA2R1 PLAAT5 PLCD1 PLPPR4 PLXDC2 PLXNA1 POF1B POLE2 POLR3B POPDC2 PPAT PPDPF PPFIA2 PPP1R13B PRDM10 PRKACB PRKAG3 PRR5L PRRG3 PRSS3 PSCA PSD2 PSG6 PTPRR PURG R3HDM2 RAB27A RAB3C RAB7B RAD21 RAD51AP1 RANBP3 RASL12 RBM15 RBM17 RBM23 RBM42 RBMS1 REG1B REM2 RETREG2 RFX7 RGS14 RGS16 RGS8 RHO RHOT1 RIPK4 RIPPLY1 ROBO4 RP2 RPS2 RTTN S1PR5 SAG SAGE1 SAMHD1 SANBR SAYSD1 SCAPER SCGB3A2 SEMA6B SEMA6C SEMG1 SERGEF SERPINB5 SERPINE1 SEZ6L2 SFTPD SGSH SH3RF1 SH3TC1 SHISA3 SIAH1 SIPA1L2 SKAP2 SLC15A2 SLC22A2 SLC22A8 SLC25A28 SLC26A3 SLC2A9 SLC35A5 SLC39A7 SLC52A1 SLC66A1L SLC6A16 SLC7A10 SLC7A9 SLCO1A2 SLITRK5 SLURP1 SMPD2 SNURF SNX10 SNX8 SOHLH2 SOX1 SPACA9 SPATA31A7 SPDEF SPINK1 SPO11 SPP2 SPRTN SPZ1 SRP54 SRPK3 SRXN1 ST6GALNAC1 STAR STC2 STK25 STK32B STK38L STRA6 STX11 STX1B STXBP1 STYXL2 SUSD4 SYN1 SYNGAP1 SYNPO2L SYT4 TAF4B TAFA5 TBC1D8B TBL3 TBX5 TBXT TCIM TCL6 TCTN1 TDRD7 TDRKH TENT5B TERT TEX14 TGM3 TGM4 TGM7 THAP10 THSD7A TINCR TIRAP TLL2 TLR7 TLX1 TLX2 TMA7 TMC5 TMCC3 TMED5 TMEM106C TMEM200A TMEM231 TMEM30A TMEM40 TMEM45A TNNT1 TOMM22 TOP6BL TOR2A TOX2 TOX4 TP53 TPK1 TRAPPC6A TRPA1 TSHB TSPAN8 TTC22 TTI1 TTN TULP1 TXNDC12 TXNDC5 TXNIP TYMP UBE2C UBE2E1 UMOD UPB1 UPF3B URB1-AS1 USP6 UST VAMP5 VAMP8 VIL1 VPS45 VWA1 VWF WDR46 WDR75 WNT10B WNT4 XKR4 XPNPEP2 ZBTB25 ZCCHC4 ZDBF2 ZNF175 ZNF195 ZNF211 ZNF214 ZNF333 ZNF343 ZNF365 ZNF408 ZNF462 ZNF649 ZNF777 ZNF79 ZNF821 MODULE_164 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_164 A2M AGT AMBP ANXA1 ANXA2 ANXA3 ANXA4 ANXA5 APLP2 BIRC5 C3 C4B C5 CDKN1A CDKN1C CDKN2A COL6A3 COL7A1 CST1 CST3 CST4 CST6 CST7 CSTA CSTB DNAJC3 GCKR GMFG HRG ITIH2 ITIH3 PEBP1 PI3 PKIA PPP1R1A PSMF1 PTN SCGB1A1 SERPINA6 SERPINB1 SERPINB3 SERPINB5 SERPINB6 SERPINB8 SERPINC1 SERPIND1 SERPINE1 SERPINF1 SERPINF2 SERPING1 SFN SLPI SPINK1 SPINT2 SPP2 TFPI TFPI2 TIMP1 TIMP2 TIMP3 WFDC2 MODULE_165 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_165 BCL2A1 C5AR1 CCL19 CD247 CD27 CDK1 CEACAM5 CEL CELA2B CFP CITED2 CLEC2B CPA1 CSF3R CXCL10 CXCL9 DBN1 DDX17 DEFB1 DNTT ETS2 FABP1 FCN1 FLT3 FOXG1 FXYD2 FYB1 GPX2 GSTA2 GZMK HCK HK3 HMGCS2 HSPA6 IRAG2 IRF8 ITGAM ITGB7 KRT13 LCP2 LGALS4 LILRA2 LIPA LYN MELK MLLT11 MNDA MPO MS4A1 MSMB NCF1C NCF2 NCF4 NINJ1 NKG7 NPAS1 NPY PCP4 PFKFB4 PLA2G7 PLEK PLIN2 POU2AF1 PRSS1 PRSS3 PRTN3 PTGS2 RAC2 RBM38 RHOH RPA1 RRM2 S100P SECTM1 SEMA4D SEPTIN6 SNAP25 SPI1 SPINK1 TLR1 TSPAN8 UMOD MODULE_166 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_166 ABCB8 ACBD6 ADCY7 ARSA ASB16 AVIL C4BPB CHAMP1 CRY1 CSF1R DGAT2 DIPK2B DNAH11 DOCK1 ELN EPB41L2 ETV5 FNTB H3C4 HOXD1 IL1RL1 INA INPP5B KDM7A MIF4GD NEFH NMT2 NR1H3 NT5DC2 NUP88 PAK1IP1 PECAM1 PHYHIP PKD1 PLEKHB2 PRSS2 PSMD7 PTH1R RSF1 SARS1 SEC61G SHLD2 SLC12A5 SLC23A2 SMG5 ST7L TAF7 TPT1 TRIP12 WNT2 ZC3H3 ZNF106 ZNF160 MODULE_168 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_168 CBX1 CENPA CENPE CENPF CHD3 H1-0 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 HMGB3 MAP2 MAP7 TERF2 TOX MODULE_169 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_169 ABCC1 ADA AGA AHR AICDA ASB13 ATP2C1 BCL2A1 BCL6 BCL7A BIK BMP7 CACNA1A CAMK4 CCL3 CCL4 CCL5 CD2 CD3D CD86 CDK6 CLGN CR2 CREG1 CRIP2 CRLF3 CYBB DAPK1 DDA1 DENND3 DHRS9 DTX1 DUSP2 FOS GFOD3P GNG10 H1-2 HCK HEATR5A HLA-DOA HTR3A ID2 IER3 IL15RA IL2RB IL32 IL7R ISG15 ITGA4 ITGB2 JUP KAT2A KCNJ5 KLF10 KLHL6 KLRK1 LINC01949 LMO2 MAL MICAL2 MME MT2A MYBL1 NPIPB3 PAG1 PCDHGC3 PRKAR2B PSMB8 RGL3 RGS1 RGS13 RGS16 RIPK3 SCAND2P SCD SERPINA5 SLC2A5 SLC39A10 SMAD7 SON SORL1 STAG3 STIM2 STK17A STMN1 SVEP1 TNFAIP8L2 TNS3 TOX TRIB2 TSPAN7 TXN ULK1 USP2 XCL1 ZNF16 ZNF608 MODULE_17 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_17 ABCF1 ACAT2 ACBD3 ACOT7 ACSL3 ADIPOR2 AHCY AHCYL1 AIMP2 AK2 AKR1C1 ALDH1A2 ALG8 ANGPT1 ANXA1 AP1M1 APEX1 APOBEC3B APOC1 APOE APRT ARID3A ARL4A ASNS ATIC AURKB BCL2L1 BLMH BLVRB BMS1 BOP1 BYSL C5orf15 CAD CALU CBX3 CCNA2 CCNB1 CCNB2 CCND3 CCNG1 CCT4 CCT6A CD24 CD3D CDC20 CDC34 CDC42EP1 CDC45 CDK1 CDK16 CDK2 CELF2 CFHR1 CHAF1A CHPF CIAO1 CKAP5 CKS2 CLN3 CLPP COL15A1 COLGALT2 COPS2 COPS3 COPS5 COX7B CRYZ CSH2 CSNK2A1 CTSC CYB5B CYP2F1 DAP3 DARS1 DDHD2 DDIT3 DDIT4 DDX1 DDX11 DDX21 DDX39A DECR1 DHRS3 DHX30 DHX9 DLK1 DNM2 DNMT1 DPH2 DTYMK EBP ECI1 EEF1E1 EIF2S3 EIF3I EIF4EBP1 EIF5 EMP3 EXOSC8 EZH2 FADS1 FDFT1 FDPS FEN1 FKBP8 G0S2 GADD45A GAGE12F GAGE12G GART GATA1 GATA2 GDF15 GET1 GFPT1 GJB1 GMPS GNL2 GOT1 GSPT1 GTF2A2 GTF2E2 H1-2 H2AC6 H2AX H2BC11 H2BC12 H2BC13 H2BC21 HES1 HHEX HIC2 HMGCR HMGCS1 HMGN4 HMMR HOXB2 HPRT1 HSD17B10 HSF1 IARS2 IER3 IFT25 IGBP1 IGF1 IGF2BP3 IGFBP4 IL27RA IL2RG ILF3 IMMT INPPL1 INSIG1 IPO7 ISG15 ITGB3BP ITGB5 ITPR3 JUNB KDM5C KHDC4 KIF14 KIF2C KLHDC3 KRT18 KRT19 KRT4 LAPTM5 LDLR LMNB2 LMO2 LPCAT1 LRPPRC LSM14A LSM3 LSM7 LTBR MAGEA2 MAGEA3 MAPK6 MAPRE1 MARCHF6 MBD4 MCFD2 MCM2 MCM3 MCM6 MCM7 MDK METAP1 MLLT11 MRPL12 MRPL3 MRPL40 MRPL47 MRPS12 MRPS27 MSH2 MSMO1 MTA1 MTHFD1 MTREX MYB MYC NAP1L1 NDUFS2 NDUFS6 NECAB3 NFE2L2 NHP2 NMI NMU NNMT NOLC1 NPC1 NUDT1 NUP153 NUP205 NUP93 ORC1 P4HA1 PAICS PCLAF PCNA PDCD10 PES1 PHLDA2 PIGC PIM1 PIM2 PKMYT1 PLK1 PNP POLD2 POLE3 POLRMT PPP2R2A PPP2R5D PPP4C PRAME PRIM1 PRKCB PRKDC PRPF19 PRPF40A PRSS2 PRSS3 PSMA3 PSMA4 PSMB7 PSMC2 PSMC4 PSMC6 PSMD14 PSMD4 PSMG1 PSPH PSPHP1 PTP4A3 PTPN12 PTPRC PTTG1 PYCR1 PYGL RAC2 RAC3 RANGAP1 RARS1 RBBP4 RBBP7 RBCK1 RBM42 RCC1 RFC4 RGS10 RHOG RIDA RNASEH2A RNPEP RPA3 RRP1B RRP9 RTCA S100A11 SCP2 SDHB SEC11A SEC13 SEC24C SERPINH1 SF3A1 SF3A2 SF3A3 SHMT2 SLC1A5 SLC25A46 SLC29A1 SLC2A3 SLC43A1 SLC4A2 SLC7A5 SMARCA4 SMC1A SMS SNCG SNRPA1 SNRPB2 SNRPC SNRPF SNW1 SORD SQLE SRP19 SRP54 SRPK1 SRPRA SRRM2 SRSF2 SSBP1 SSR1 ST6GAL1 STMN1 TBCE TCAP TCF12 TFAP4 TFRC TGM2 TIMM17B TK1 TMED3 TMEM158 TMEM259 TMX1 TNFRSF10B TNNT1 TOMM40 TOP2A TPX2 TRAPPC6A TRIB2 TRIP13 TRPC4AP TTK TUSC3 TYMS UBE2L6 UBE2M UBXN1 UCK2 UGCG VAMP7 VBP1 VDAC2 VEGFA VRK1 VSIG4 WEE1 ZBTB5 ZIC2 ZNF175 ZNF451 ZNHIT3 ZWINT ZYX MODULE_170 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_170 A2M AIF1 APOL3 BBS2 C3AR1 CCL11 CCL14 CCL18 CCL2 CCL21 CCL5 CCN1 CCND2 CCR1 CCR2 CCR5 CD14 CD151 CD63 CDH13 CEBPD CPM CSF1R CTSB CTSL CXCL12 CXCL9 CXCR6 CYBB CYP1B1 CYP27A1 DAB2 DAPK1 DCTN3 DES DLC1 EARS2 FADS1 FAP FCER1G FCGR1A FCGR2A FN1 FPR1 FTH1 FTL GAS6 GBP1 GBP2 GJB1 GNLY GPX1 GZMK HBA2 HLA-DOA IER3 IFI30 IFITM1 IFITM2 IFITM3 IL1R1 IL2RB IL32 IL3RA ITGB2 ITGB5 KCTD12 LAG3 LGMN LMO2 LPAR6 LYZ MAPK12 MGLL MMP1 MMP2 MMP9 MYLK NXPH3 PCDH9 PDGFRA PDGFRB PLPP3 S100A4 SPARC SRRM2 TBC1D8B THBS1 TIMP1 TIMP2 TIMP3 TNFAIP6 TNFSF10 TNFSF13 TYROBP VCAM1 VIM VMP1 VWF ZNF347 MODULE_171 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_171 ABTB1 ADAM19 APOL3 AQP9 AXIN1 BANK1 CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD2 CD200 CD3D CD48 CD5 CD79A CD86 CD8B CEBPD CFB CHST15 CMAHP CMKLR1 CNRIP1 CPVL CSF3 CTSL CXCL13 CXCL9 CXCR6 CYP1B1 DBP DEFA1 FADS1 FAM53B FOXP1 FPR1 GBP1 GBP2 GMCL1 GNLY GZMA HBA2 HELZ2 HLA-A HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB3 HVCN1 IFI35 IFI44 IFI44L IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFT70A IGHG3 IGHM IGKC IGLJ3 IL10RA IL15 IL2RB IL3RA IL7R ISG15 ISG20 KCNA3 KCNQ5 KCTD12 KIAA0753 KLF6 KLRK1 LAMP3 LGMN LILRB1 LIMD2 LPAR6 MAL MCU MS4A1 MX1 MX2 NEK11 NLRC5 OAS1 OAS3 P2RY10 PELI1 PLSCR1 PNMA8A PNPT1 POLR3B PPP1R16B PTPRCAP PTTG1 RNF31 RRP15 S1PR1 SAMHD1 SAMSN1 SDC2 SELL SELP SERPINA5 SLC40A1 SLC7A7 SP110 STAG3 STAT2 STK31 SYNE2 TCF7 THBS1 TNFAIP6 TNFRSF25 TNFSF10 TPTE2 TREM1 TRIM22 TTLL2 TXLNGY TXNIP UNC5D UNC79 USP30 UTY VCAM1 XCL1 ZNF292 MODULE_172 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_172 ACE ACOX2 ACY1 ADAM9 AEBP1 ALDH5A1 ANPEP APOC1 APOC2 APOC3 BAAT BMP1 C1R C1S C2 CAPN2 CAPN5 CASP1 CASP4 CELA3A CFB CFI CHIT1 CPA3 CPB2 CPM CPN1 CTSB CTSC CTSD CTSE CTSK CTSL CTSO CTSS DPP4 ENPEP F10 F12 F2 FAP FOLH1 FURIN GALE GALT GZMA GZMB GZMK HMGCS1 HMGCS2 HP HPN IGF1 KLK10 KLK6 LAP3 LGMN LIPA LIPC LYZ MMP1 MMP11 MMP12 MMP13 MMP14 MMP15 MMP2 MMP3 MMP7 MMP9 MST1 NAPSA NEDD8 OLR1 PEPD PGC PLA2G2A PLA2G7 PLAT PLAU PLCG2 PLG PRDX6 PROC PROZ PRSS2 PRSS23 PRSS8 PSMB9 SORD TIMP1 TMPRSS2 TPSAB1 UBD WFDC2 XPNPEP1 MODULE_173 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_173 ADORA2B ADRA2A C5AR1 DUSP2 DUSP4 DUSP6 DUSP8 EGF FGF2 FGFR1 FPR1 GADD45G KCNH2 RGS3 RGS4 TAB1 MODULE_174 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_174 ACR AGXT AOAH ATP1B1 C3AR1 C5AR1 CBR1 CCR1 CD14 CD68 CDH11 CDK10 COL1A2 CP CSF3R CYP27A1 DEFA1 DGCR2 DHCR24 DNM2 DNTT DOK1 DRP2 DUSP2 EDC4 ELAVL1 ENG ETS1 EYA2 FN1 FOLR2 FOXM1 FXYD3 FZD2 GDF15 GNA15 GRB7 GRK5 HBEGF HLX HNF1A IER3 IFI27 IL2RB KDM5C LAG3 LGALS3BP LGMN LPCAT3 LTF MAN2B1 MAT1A MGAT1 MMP12 MT1H MT2A MYL9 MYLK NINJ1 NNMT NRG1 ORM1 P2RX4 PDXK PIEZO1 PLD3 PLOD1 POMZP3 POSTN PPIB PPP5C PRRX1 RAB31 S100A1 S100A9 SAA1 SECTM1 SEMA4D SKIC2 SLAMF1 SNX19 SOD2 SPI1 SUPT5H TARBP2 TAX1BP3 TBXAS1 THBS4 TLR1 TNNI2 TOB1 TRIO TRIP10 VIPR2 WASF3 MODULE_175 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_175 ANK1 AOAH AQP1 ARHGAP35 CACNG1 CCR1 CD1C CD3G COG2 COL18A1 CR2 CX3CL1 CYLC2 DHCR24 EPHA2 GPR176 GPR183 HMGCR HOXB5 HRC HTR3A IGF1R IL15RA IL2RB IL6R KLHDC3 LTBP1 MTF1 PDE2A PHLDA1 PLOD1 PLOD2 POLR2C PPARD PRKCH RAB4A RGPD5 SEMA4D SLC11A1 SNTA1 SP140 TAX1BP3 TCN1 TCP10L3 TERT THBS4 TM4SF4 TNK1 TNNT3 TRIM29 TRIP10 UBE2G1 ZBTB16 ZNF212 MODULE_176 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_176 A2M AADAC ACR ACSM3 ADCYAP1R1 ADH1B ADRB2 AGXT ALDH1A3 ALDH3A2 ALOX15 AMELY ANGPT1 ANK3 APLP1 APOH AQP4 ARSB ASGR2 AZGP1 BAAT BRME1 C1R C1S C5 C7 CASR CAV1 CBLN1 CCL17 CCL20 CCL4 CD163 CDH17 CDH2 CDKN1C CEACAM1 CETP CHGA CHGB CHI3L2 CLDN10 COL15A1 COL3A1 COL5A2 COX7A1 CP CPS1 CRHR2 CRMP1 CSF2RB CSH2 CTSK CX3CR1 CXCL2 CXCL3 CYP1B1 CYP2A7 CYP2B6 CYP2D6 CYP2J2 CYP3A7 DDC DEFB1 DHRS2 DPEP1 DPP4 DPP6 DPYSL3 DVL1 EDA EFNA5 EHHADH EPAS1 EPHB1 ERCC8 ETV3 EYA2 F3 FABP4 FCGR3A FHL2 FPR1 FUT7 GABRB3 GAD1 GAP43 GAS1 GATA1 GATA2 GATM GBP1 GJB1 GLRA2 GPC3 GPX3 GRIK1 GRK5 GRP GSTM3 GSTM5 HPGD HRK IGF1 IGF2 IL3 ISL1 ITGA3 ITIH2 ITIH3 JAK3 KCNB1 KCNJ15 KIAA0040 KIR2DL4 KLHDC3 KLRC1 KRT13 KRT4 KRT86 KRTAP5-9 KYNU LAMA3 LGALS4 LRRC32 LUM LY6D MAOB MEF2C MEOX1 MFAP5 MLC1 MMP3 MYBPC1 MYH2 MYOG NAT2 NELL1 NEO1 NEUROD1 NFKBIL1 NMU NNAT NOS1 NOVA1 NPTX1 NPY NPY1R NRG1 NTRK3 NTSR1 OLFM1 OMG P2RX1 PAH PAX5 PCP4 PDK4 PLXNB1 PMEL POU2F2 PPP3CA PRKCQ PSG6 PTH1R PTPRD PTPRG PTPRO PTPRR PTPRS QPCT RAPGEF1 RBMY1A1 RBP4 RCAN2 RGN RGS7 RND3 ROR1 RPS6KA2 RREB1 RXRG S100A5 S100P S1PR1 SCG2 SCN4A SCTR SDS SELENOP SERPINA6 SERPING1 SFN SIM2 SLC28A1 SLC34A1 SMTN SOX9 SPARCL1 SPRR1B SRPX ST6GAL1 SYT1 TCF15 TCN2 TCP10L3 TF TFPI2 TGFA TGM3 THBS2 TIMP4 TMSB15A TNC TNFRSF11B TNNT3 TNP1 TRIM29 TSPAN8 TYR TYRP1 UGT1A6 UGT2B10 UGT2B7 UGT8 UMOD WASF3 WFDC2 WT1-AS ZNF143 MODULE_177 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_177 ACTR1B AIF1 ALDH18A1 ALOX5 AMD1 ARHGDIB ARPC1B ARPC4 BGN BST2 BTG1 CAPRIN1 CBX3 CD48 CD52 CD53 CD83 CDC20 CDKN3 CLN3 CNP CRIP1 CSNK2A1 CUL4A DDOST DEK DNMT1 DPH1 DUSP6 EDEM1 EIF5 FABP5 FAM53B FKBP5 GDI2 GLRX GNB1 GYPC H2AX HCLS1 HLA-DMB HLA-DQA1 HMGB2 HMGN4 HNRNPA0 IFI16 IFIT3 IGF2R IL2RG IL4R ISG20 ITGAL JAK1 KYNU LBR LCP1 LMO2 MCM2 MPP1 MX2 NEU1 NFKB1 NFKBIA NMI NNT NR3C1 NUTF2 OAS1 PBXIP1 PLCG2 PRMT5 PSG11 PTGES3 PTPN6 PTPN7 PTPRC RANBP1 RASA3 RGS1 RGS19 RHOB SCARB1 SGK1 SLA SORL1 SSR1 ST3GAL1 SUSD6 TFRC TMED2 TNFAIP3 TOP2A TRAM1 TRIM22 TYK2 UBE2D3 UBE2I UBE2S UCP2 VAMP7 VHL MODULE_178 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_178 ANGPT1 ANPEP CXCL8 EPAS1 FGF1 FGF2 FGF6 IL18 JAG1 KDR MMP19 NRG1 TBXT TNFAIP2 TNFSF12 VEGFC VEGFD MODULE_179 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_179 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADAMTS3 ADIPOR2 AGAP2 AHNAK AKAP8L ALDH1B1 ALDOA ALG6 ALKBH4 AMIGO1 AMOTL2 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BPTF BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNKSR2 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DHODH DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DNAJB9 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EFS EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FAR2 FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABARAPL2 GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GM2A GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GREB1 GSN GSTM1 HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HNRNPU HOMER2 HS1BP3 IGKC IL13RA1 IL18R1 IL1A IL1R2 IL1RL1 ILRUN IMMT INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C IWS1 KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KIF18A KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LGALS3BP LINC00160 LMTK3 LNPK LPL LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYEF2 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NHSL3 NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR2F1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLAAT4 PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PLIN1 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1CB PPP1R14D PPP2R2C PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SELP SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC39A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX21 SOX6 SP140L SPMAP2 SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 TIMELESS TIMP3 TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TMT1A TNFRSF13C TNFSF4 TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_18 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_18 AANAT ABCF1 ACKR2 ACOT2 ACOT7 ACR ACSL3 ACTN1 ADD2 ADGRG6 ADSL AEBP1 AGPAT2 AHCY AIMP2 AK2 ALAS2 ALDH1A3 AMELX ANGPT1 ANPEP ANXA1 ANXA2 AP1M1 AP3B1 APEX1 APOBEC3B ARHGDIG ARID1A ARPC1A ARPC4 ASNS ATP1A1 ATP1B2 AURKB BAMBI BMP1 BOP1 BTG3 BUB1B C5orf15 CAD CADM1 CALU CAP2 CARD10 CASP2 CAV1 CBX1 CBX3 CCNA2 CCNB1 CCND3 CCNF CCT6A CD151 CD22 CD44 CD8B CDA CDC123 CDC20 CDC34 CDC42EP1 CDH2 CDK1 CDK2 CDK5R1 CDKN1C CDKN2C CDYL CENPA CEP250 CHAF1A CHST1 CHST3 CIAO1 CIAPIN1 CKAP5 CKS2 CLDN9 CNN3 CNP COL2A1 COL4A1 COL9A3 COPS2 COPS3 COPS8 COX7B CRIM1 CRYBA4 CSE1L CSNK2A1 CST7 CSTF3 CTSC CXCL1 CXCL8 CYB5B CYP4B1 DDIT4 DDX21 DDX39A DEGS1 DHRS3 DKK4 DLEC1 DLGAP5 DNMT1 DOK1 DOLK DTYMK DUSP4 DUSP6 DYNLT3 E2F1 EEF1E1 EFNA2 EHMT2 EIF2S3 EIF4EBP1 ELOVL2 EMP2 EMP3 EPAS1 EPB41L3 EPS8 ERBB3 ESPL1 ETV5 FABP7 FADD FAT1 FDFT1 FDPS FDXR FEN1 FEV FHL2 FKBP9 FLNA FN1 FOXM1 GAGE12F GAS1 GBE1 GCLM GDF15 GGH GJB1 GMFB GMPS GNG11 GNG12 GPA33 GPNMB GPR161 GTSE1 GULP1 GYG1 GYPB H2AX H2BC12 H4C3 HAP1 HAT1 HEG1 HMGN4 HNRNPA0 HOXB2 HPRT1 HSPB2 HTATIP2 HTR2A HTR3A HTR4 HTR7 HTRA2 IARS2 ICMT IER3 IFI16 IFIT1 IFRD2 IFT25 IGF2BP3 IGSF3 IKBKG ILF3 INHBC INTS1 IPO5 IRAK1 IRF5 ITGA2B ITGA3 ITGA6 ITGB5 ITPA ITPR3 ITSN1 JARID2 KCND3 KDM5C KIF11 KIFC1 KRT18 KRT4 KRT86 KYNU LAIR1 LAMB1 LAMP2 LEF1 LGR5 LMNB1 LMNB2 LPCAT1 LPGAT1 LSM1 LSM4 LY6G6C M6PR MACIR MAD2L1 MAGEA2 MAGEA3 MAGEA4 MAP2K3 MAPK6 MAPRE1 MAT1A MCM2 MCM6 MCM7 MCRS1 MDC1 METAP1 MFAP2 MLLT11 MME MMP1 MOXD1 MRPL12 MRPL3 MSH6 MSX1 MTHFD1 MTUS1 MYC MYO10 NEURL1 NFE2L2 NFKBIB NHP2 NOLC1 NPAS1 NPC1 NQO1 NR1D1 NRG2 NTSR2 NUDT1 NUP153 NUP205 NUP50 NUP93 NUTF2 ODF1 OGG1 ORC1 PAICS PAX9 PCLAF PCNA PCOLCE PDGFRA PDIA4 PDLIM4 PEG10 PER1 PFKFB2 PHF10 PHLDA2 PIGA PIGC PIGR PIR PITPNB PKMYT1 PLAT PLEC PLIN2 PLK1 PLK2 PLOD2 PLP1 PLSCR1 PMF1 POLA2 POLE3 POU4F1 PPP5C PPT2 PRAME PRB4 PRCC PRELID3A PRKDC PROCR PRPF19 PRSS23 PSG7 PSMA4 PSMC2 PSMC4 PSMC6 PSMD14 PSMD4 PTP4A1 PTP4A3 PTPN9 PTS PTTG1 PWP1 PXN QPCT RAC2 RAC3 RAP1A RBBP8 RCAN1 RCC1 RCN2 RFC3 RFC4 RIBC2 RND3 RO60 RPA1 RPA3 RPS26 RRM1 RRP1B S100A11 S100A4 SCAMP5 SDC1 SEC23A SEMA3C SEMA3F SERBP1 SERPINE1 SERPINH1 SFRP1 SGCE SHMT2 SHROOM2 SLBP SLC16A3 SLC1A4 SLC1A5 SLC22A18AS SLC26A2 SLC2A1 SLC39A6 SLC39A7 SLC43A1 SLC4A2 SLC5A2 SLC7A11 SLC7A5 SMAD3 SMPDL3B SMS SMTN SNRPB2 SNRPC SNRPF SNX1 SOX10 SPP1 SRP19 SRPX SRSF2 SSBP1 SSR1 ST3GAL4 ST3GAL5 ST6GALNAC4 STMN1 SYNCRIP SYNGR4 SYNM TBX1 TBX19 TCAP TCF12 TCF7 TFAP2A TFDP1 TFRC TGIF1 THBS2 TIMP2 TIMP3 TK1 TM4SF1 TMED3 TMEM106C TMX1 TNC TNF TNFRSF10B TNFRSF25 TNPO1 TOMM34 TOP2A TOR1AIP1 TPM1 TPM2 TPX2 TRAM2 TRIB2 TRIM16 TRIM2 TRIP13 TRIP6 TSPAN3 TTLL12 TWF1 TYMS TYR TYRO3 UBE2C UCK2 UNG VAT1 VBP1 VEGFA VSIG4 VSNL1 WDR45B WIZ WWTR1 YWHAE ZIC2 ZKSCAN3 ZPR1 ZWINT MODULE_180 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_180 AGR2 AIF1L AKR1C1 ANK3 ANKRD50 ANXA9 AQP3 ARHGEF16 ARHGEF5 B3GNT3 BCAM BDH1 BLVRB BMP7 BTBD8 C4B CCL15 CCN5 CD9 CDH1 CDKN2A CDS1 CLDN4 CLDN7 CLU CMAHP CRABP2 CYB5A CYBA DPP4 DPYSL5 DSP ELF3 EPCAM ERBB3 ESRP2 FBP1 FOXA1 GATA3 GDA GPR160 GRB7 GSE1 GSTT1 HGD HOOK1 ICA1 IFI30 IL17RB IRX5 ISOC1 ISY1 JUP KIAA0040 KRT18 KRT19 KRT8 LLGL2 LRRC37A4P LRRC4 MAGEA2 MAL2 MAN1A1 MAP7 MDK MLPH MMP7 MNX1 MSI1 MSI2 MSX2 MTARC1 MUC1 MYO6 NAT1 NEBL NEK3 NHERF1 NPY1R NR1H3 NSUN7 NUP210 NUP210L OCLN OLFM2 PDGFB PLXDC2 PPL PRLR PRR15L RAB26 RASL10A RERG RGCC RHOB S100P SCNN1A SELENBP1 SFT2D3 SLC22A3 SLC38A1 SLC4A10 SPINT2 SSH3 ST3GAL5 SULT2B1 SYT12 SYT17 SYTL2 TFAP2C TJP3 TMT1A TPD52 TPD52L1 TRPS1 TSPAN8 UBXN6 UCP2 VAV3 MODULE_181 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_181 AANAT ABCA1 ABCB9 ABCC8 ACSL6 ACTL6B ADA ADAM20 ADGRL3 ADRA1D ADRA2C AKAP3 AKAP7 ALDOB ALOX15 AMELX AMMECR1 AOC1 APC2 AQP8 ARFGAP3 ASIC3 ASIP ATOSB ATP4A ATP6V1G2 B3GNT3 BARX2 BMP10 BRD4 BRMS1 CALB2 CASP2 CBLN1 CCDC9 CCK CCKAR CCL16 CCL7 CCNF CD33 CD3E CD4 CD82 CD86 CDH1 CDH16 CDK5R2 CEACAM3 CEACAM4 CELA2B CEP135 CFAP410 CHP2 CHRNB1 CHRNB4 CHST1 CHST3 CLDN14 CLDN5 CLDN9 CNTN6 COL10A1 COL2A1 CRCP CSH2 CSTF2 CTAG1B CTSG CXCL5 CYP27B1 CYP2C19 CYP2E1 CYP2F1 DEFA1 DHRS2 DKK4 DMBT1 DNAJB12 DNASE1 ECE2 EDA EIF1AY EIF4EBP1 ELAVL2 EMID1 ENTPD2 EPM2A EPOR EXD2 EXOSC2 FAM131B FAM13A FANCL FAT2 FCN2 FKBP6 FLT1 FUT3 FZR1 GAGE12G GALNS GALR3 GAS8 GFPT2 GIP GLE1 GNG4 GNG7 GNMT GPR3 GREM1 GRIK5 GRK1 GRK3 GRM2 GTSE1 H3C6 H6PD HAAO HAP1 HBB HCRT HMHB1 HOXB1 HOXC11 HOXD10 HOXD13 HPR HRK HSD17B1 HTR4 IKBKG ING1 INHBC ISG20L2 IVL JAKMIP1 KCND3 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF1C KIF21B KRT13 KRT2 KRT32 KRT33B L1CAM LCE2B LEFTY1 LILRA4 LORICRIN LRCH4 LRIT1 LY6G6C LYPD3 MACIR MAGEA4 MAGEA9 MAGEC1 MAGI1 MAPK13 MAT1A MET MLANA MLC1 MLLT1 MPO MPZ MPZL2 MSI1 MTA2 MTHFR MYCL MYEF2 MYH2 MYOZ3 NAT8 NCALD NDRG2 NECTIN1 NELFA NEMF NNAT NR0B2 NR2E3 NRG2 NRXN1 NSG1 NTNG1 NTRK1 ODF1 PAX7 PDE4A PGAM2 PGC PI3 PIGL PIGO PIK3IP1 PKP3 PLIN1 PNOC POM121L9P PPP3CA PPP4R2 PPP6R2 PPT2 PRB4 PRELID3A PRF1 PROC PSCA PSD PTH2R PTP4A3 PTPRN PZP QPCT RAC3 RAD51D RAP2C RASL10A RBMXL2 RCE1 RCVRN RECQL5 REG1A REG1B REN REPS2 RGS9 RHBDL1 RIBC2 RIMS2 RPH3A RRH RUNDC3A S100A4 S1PR2 S1PR4 SCAMP5 SCGN SCN2B SEMA7A SERPINA4 SEZ6L SFTPC SHBG SIT1 SIX3 SIX6 SLC17A3 SLC17A7 SLC18A1 SLC22A18AS SLC22A6 SLC29A2 SLC6A2 SLC7A11 SLC7A4 SLIT3 SMAGP SNAP25 SOX10 SPART SPC25 SPINK2 SRPK3 SSTR2 SSX4 STATH SYT5 TACC2 TAGLN3 TAOK2 TBR1 TBX1 TBX19 TBXT TEX28 TFAP2B THRA TNFRSF10C TNFRSF10D TNFRSF13B TNFRSF21 TNFRSF6B TP63 TRIB1 TRIM10 TRIM15 TRPM2 TYR UCN UNC119B VAMP1 WASF2 WNT10B ZBTB24 ZC3H14 ZNF143 ZNF157 ZP2 MODULE_182 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_182 A1CF AEN AGO2 AKR1D1 ALCAM ANKRD20A1 APOA2 ARL8B BET1L BNIP3 BRAF C1orf159 C2CD5 CD164 CREBZF CRIP2 CRKL DBF4 DCLRE1C DDX49 DHX15 DMD DNAJA3 DNAJC5B EAF1 EIF2AK3 FEM1A FYTTD1 G3BP2 GLCCI1 GTPBP1 HLA-DRB3 HOXA7 INTS7 KBTBD8 KLF10 KLHL15 KLRA1P LBR LIPA MARCHF6 MDM2 MED14 MICAL3 MIOS MUS81 NCOR1 NFATC1 NFYA NMD3 NOX4 NRAS NSUN2 NUP205 OPA1 PARP16 PELI1 PIBF1 PIP5K1A PKD1 PMAIP1 PPP4R3B PPTC7 PRKCI PTGDR2 PTPN11 PUM2 PURA RAB8B RBBP6 RLF RNGTT SBNO1 SCYL2 SEC16A SEC24C SGCD SH3BGRL SH3TC1 SIDT2 SLC25A22 SMC5 SNRNP200 SP1 STARD4 STK10 STK4 TACC1 TAF1D TAGAP THOC7 TLE4 TUG1 UBR7 USP25 VPS35L WDR75 WSB1 ZHX2 ZMIZ2 MODULE_183 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_183 ADAR CELF2 CHERP CSTF3 DDX1 DDX17 DDX23 DHX8 DUSP11 GRSF1 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPC HNRNPDL HNRNPF HNRNPH1 HNRNPR HNRNPU HNRNPUL1 IGF2BP3 KHDRBS1 KHSRP LSM1 PABPC1 PABPC4 PCBP1 PCBP2 PPP1R8 PRPF4B PRPF8 RBM3 RBM4 RBM5 RNMT SART3 SF3A1 SF3A3 SFPQ SLBP SLU7 SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SPOP SRPK2 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF6 SRSF7 SRSF9 SSB THOC1 TRA2B U2AF1 ZNF638 MODULE_184 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_184 ABAT ACADL ACADM ACADS ACADSB ACADVL ACOX1 ACOX2 ACSL1 ACSM5 ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH6A1 ALDH9A1 BLVRB DECR1 DHODH DPYD ECHS1 EHHADH IVD MMUT PCCA PCCB SDHC SRD5A2 SUCLG1 MODULE_186 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_186 ABCC3 ABCG1 AKR1C4 LTBP2 SLC10A1 SLC10A2 SLC16A1 SLC16A2 SLC16A3 SLC16A4 SLC16A8 SLC1A3 SLC1A6 SLC26A3 SLC38A3 SLC3A1 SLC7A2 SLC7A5 SLC7A9 SLCO1A2 MODULE_188 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_188 ABCC5 ADA2 ADAM28 ADGRE2 ALOX5 AMD1 ANKRD28 ARHGAP25 ATP2A3 BACH2 BANK1 BCL2 BIN2 BLK BLOC1S5 BMX C3orf36 CACNG4 CCDC186 CD200 CD24 CD5 CDC25B CLDN15 CMKLR1 CNR2 COA7 COL19A1 COL4A4 COQ9 CTLA4 CTSF CXCR4 DBP DEFA1 DGKD DIRAS2 DPEP2 FADS3 FAM53B FANCF FCER2 FCGR2B FCMR FCRL1 FCRL2 FCRLA FGR FOXP1 G6PC3 GABBR1 HDAC9 HEATR6 HLA-DRB3 HMGN3 HSD17B11 HVCN1 ICOSLG IGHG3 IGHM IL10RA IL1R2 IL24 IL4R IRF8 ITGB7 KCNA3 KCNQ5 KIAA0753 MAP3K11 MARCHF1 MECP2 MED12L MED25 MED29 MX1 NAALADL1 NACAD NCOA3 NEK11 NME1 NTRK3 OAS1 OSBPL10 P2RY10 PALM2AKAP2 PCSK4 PDE2A PLAC8 PLGRKT PNRC1 PORCN PRKCB PRMT3 PTCRA PTPN12 PTPN6 PTPRO PTX3 RABIF RAPGEF6 RAX2 RCSD1 ROR1 RSAD2 RUBCNL SEL1L SHC2 SLC24A3 SLC27A5 SMCHD1 SOX6 SP110 SPINT2 SPON2 SPPL2A TAP1 TASL TCF7 TCL1A TMEM97 TNFAIP2 TOR1B TP53 TP53I13 TRAF3IP3 TRDD3 TSPAN32 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 XIRP1 ZFHX2 ZFP36L2 ZNF395 MODULE_189 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_189 BMI1 CBX1 CENPA CHAF1A CHAF1B EZH2 H1-0 H1-1 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HAT1 KAT6A NAP1L3 NASP SETDB1 MODULE_19 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_19 AADAC AANAT ABCB1 ABCC3 ABCD3 ABLIM1 ACO1 ACOT2 ADH1A ADH1B ADIPOR2 AGL AGPAT2 AGTR1 AHCYL1 AHDC1 AKAP17A AKR1C1 ALAS1 ALDH1A1 ALDH3A2 ALDH6A1 ALDH7A1 ALOX15 AOC3 AOX1 APOC1 APOD APOE APRT ATP4A BAMBI BCL6 BIN1 BIRC2 C1QB C1S C7 CADM1 CALB2 CBX6 CCL15 CCL2 CCN3 CCND1 CCND2 CD14 CD163 CD34 CD55 CDC42EP1 CDH2 CDK5R1 CDKN1C CDKN2C CFD CHGA CHGB CHRNB1 CITED2 CLEC3B CLN3 CNN3 COBLL1 COL15A1 COL1A2 COL4A1 COL6A1 COL6A2 COX7A1 CPE CRYAB CRYZ CXCR4 CYB5A DAB2 DCAF8 DDIT4 DDR2 DDX3Y DENND2B DHRS1 DLG5 DLK1 DLX4 DNM2 DYNLT3 ECHS1 ECM2 EEF1A2 EFNA2 EGFR ELAC2 EMP3 ENG ENPP2 EPAS1 EPB41L3 EPHX1 EPOR FABP4 FADS1 FADS2 FBXL7 FCGRT FEV FKBP5 FOS FOSB FOSL2 FOXO4 FSTL1 FSTL3 FUCA1 G0S2 GADD45G GAGE12F GBE1 GET1 GJA1 GLRX GMPR GNG12 GOLGA8A GPC3 GPD1L GPX3 GRB10 GSTA2 GSTA4 GSTM1 GSTT1 HAGH HCLS1 HLA-DMA HLF HOXA5 HPGD HSD17B4 HSPB2 HSPG2 HYI ID2B IFI27 IFIT1 IGF2 IGFBP4 IGFBP6 IGHG3 IL1R1 INHA IQGAP1 IQGAP2 IRF9 ITGA7 ITGB5 ITPR1 ITPR2 JADE2 JUNB KCND3 KDM5D KLHDC3 KRT4 LAMB2 LDLR LDOC1 LPL LRRC32 LSP1 LTBR LUM MAN2A1 MAOA MAOB MAP2K3 MAPRE2 MBNL1 MCFD2 MEF2C MERTK MRC1 MSMO1 MTSS1 MTUS1 MXRA5 MYH11 MYL9 NCAM1 NDN NECAB3 NECTIN2 NFE2L2 NFKBIL1 NHERF1 NME3 NPTX2 NQO1 NR1D1 NR2F1 NR4A1 NR5A1 NRTN NUPR1 PAPSS2 PBX1 PCBD1 PCCA PCOLCE PDE2A PDE4C PDGFRA PDGFRB PEG10 PEG3 PENK PER1 PHYH PHYHIP PLCG2 PLIN1 PLIN2 PLK3 PON2 PPP1R15A PRB4 PRPF19 PSMC2 PTH1R PTP4A1 PTPN12 PTS QDPR QPCT RAB11A RAB13 RAB31 RAB5C RARRES2 RBP1 RBPMS RGN RGS2 RGS5 RHOB RHOD RIDA RIMS2 RNASE1 ROR2 RSRP1 SC5D SCG2 SCO2 SCP2 SEC11A SELENOP SEPTIN4 SERPINA5 SERPINH1 SGCE SGK1 SH3BGR SLC23A2 SLC26A2 SLC29A1 SLC4A3 SLIT2 SNCG SOD3 SORBS2 SORD SPTBN1 SRPX SRRM2 ST3GAL4 ST3GAL5 ST6GALNAC4 STAB1 TBC1D2B TCEAL4 TCF7 TFAP2B TGFBR2 TGFBR3 TGM2 TIMP3 TLE1 TM7SF2 TMEM97 TMX4 TNFAIP2 TNFRSF10B TNXB TPM1 TPM2 TRIB2 TSPAN3 TSPAN7 TSPYL2 TST TTLL12 TUSC3 VCAN VEGFA VSIG4 VSNL1 VTN WDR7 WWTR1 ZBTB16 ZBTB20 ZIC2 ZNF451 MODULE_190 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_190 CCN1 CCN2 CCN3 CCN5 HTRA1 IGFBP1 IGFBP2 IGFBP3 IGFBP5 IGFBP6 IGFBP7 LTBP1 MODULE_191 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_191 CCL11 CCL13 CCL14 CCL19 CCL2 CCL23 CCL3 CCL7 CP CXCL12 FTH1 HFE LTF MT2A MYC STC1 TF TFRC XCL1 MODULE_192 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_192 AAGAB ACSL3 AK3 AKAP5 AP1S1 ARPC5 ATE1 ATG16L1 BET1L BHLHE41 BMP6 BOD1L1 CARD16 CCNB1 CCNG1 CCNG2 CCT6A CEBPD CISH CLSTN3 COL4A5 CRBN CXCL10 CYTH1 DCAF10 DDX11 DDX17 DHRS3 DHX34 DLX5 DMD DNAAF8 DNAJC9 DPP6 DSG2 DUSP4 ERCC3 ESYT2 FERMT2 FGF13 FLVCR1 FRMD4A FUZ GAS2 GCHFR GCLM GEMIN7 GTPBP3 HLA-DPA1 HOXD8 HS6ST1 HSPA1B IFI35 KIF13A KRT19 LBP LEP LGALS8 LHX3 LIMK2 LZTR1 MAD2L2 MAP3K2 MAP4K2 MBD5 MCTS1 MIEN1 MYO5B NBPF3 NFATC4 NOL7 NUMA1 NUP210 OSBPL2 OSGIN2 PCCB PCTP PFKFB3 PLCL1 PLPP3 PMS2P1 PNLIPRP1 PPP1R11 PSEN1 PTHLH RDX RPL13 RPL32 RPS18 RPS5 S100A12 SDHC SERPINA3 SIL1 SKIC2 SNX2 SP110 SPOCK2 SPTLC2 SRPRB SYNGR1 SYT1 TFAP2B THEMIS2 TIMP1 TMEM143 TRIM33 TRIP4 YPEL3 ZEB1 ZNF292 ZNF587 MODULE_194 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_194 ALDH1A1 ALDH1A2 ALDH1A3 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH9A1 AOX1 BCKDHA GAPDHS MODULE_195 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_195 ACACB ACTA1 ADA ALG12 ATG5 AUP1 AVL9 BMP2 CALM2 CBY1 CC2D2A CCDC88A CCN3 CD14 CD40 CDC42SE2 CHORDC1 CHRNA1 CKB CLIC4 CRNKL1 CTNNAL1 DBNDD1 DCTPP1 DHODH DLK1 DLL1 EFTUD2 EID1 ELK1 ELL ELMO2 ENAH EXOSC4 FADS1 FKBP1B FOXS1 GABRA2 GATAD2A GATM GC GJA5 GLRX GNAI1 GPER1 H3-3B H4C14 HOXC4 HYOU1 IFT88 IL1R1 ITGA8 JAG1 KLF1 KLHDC10 KLK6 KPTN LAMTOR1 LEAP2 LIMCH1 LIMS3 LSM14A LYN MAPK4 MAPT MARCKS ME2 MECP2 MGAT3 MKNK2 MPPE1 MTMR2 MYLK2 MYO1C NCK1 NF2 NINJ1 NNT NPRL3 NTRK2 NUP54 NXN OXR1 PAX8 PCGF3 PFDN4 PHRF1 PICALM PIF1 PLAUR PLPBP PNLIP POFUT1 PON3 PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PSMD2 PTBP1 PTGER3 PTMA R3HDM1 RABIF RHAG RNF11 RNF4 ROPN1 RPL10 RPLP2 RXRB SARM1 SEPHS1 SETDB1 SLC20A1 SLC25A1 SLC25A16 SLC25A37 SLC9A1 SMC1A SMYD5 SREBF1 SRP14 SSR3 SZT2 TAGLN3 TBC1D2B TECPR2 TGFB1 THOP1 THY1 TIE1 TMEM97 TNFRSF14 TRAF6 TRAM1 TRIM4 TSPAN18 TXNDC16 TYMP VASH2 WWP1 WWTR1 ZNF217 ZNF423 ZNF667 MODULE_196 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_196 ADRB2 ARSB CENPE DCTN2 DNM1 DYNC1I1 DYNC1LI2 DYNLL1 KIF11 KIF14 KIF23 KIF2C KIF3B KIF5A KIF5C MAP1B MAP2 MAPRE1 SNTB2 STMN1 TUBA4A TUBB3 TUBB4B MODULE_197 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_197 ACTL6A ADNP2 ATF2 ATF3 ATF4 BIRC5 BMI1 BRD1 BRPF1 BUB1 CBFA2T2 CBX4 CCL17 CCNA1 CCNA2 CCNB1 CCNB2 CCNE1 CCNG2 CDC25A CDC25B CDC7 CDK1 CDK3 CDK4 CDK6 CDKN1C CEBPG CEBPZ CHRM3 CITED2 CORO1A CTCF CUL4A CXCL1 CXCL2 CXCR4 DDX11 DEK DLX5 DNMT1 E2F1 E2F3 EGR1 EGR2 EIF2AK2 ELAVL2 ELF4 ETS2 ETV5 EWSR1 EZH2 FOS FOSL1 FOXD1 FOXG1 FOXM1 GABPB1 GAS7 GFI1 GSPT1 GTF2F2 GTF2I HDAC2 HIF1A HMGB1 HMGB2 HOXA7 HOXC11 HOXC6 HSF2 ID4 ILF3 ING2 INSM1 JUN JUNB KDM4A KDM5A KHDRBS1 KIF22 KIF23 KIF2C KLF11 KMT2A KNTC1 KPNA2 LANCL1 LHX2 MAD2L1 MAFG MAZ MCM3 MCM6 MEF2D MEIS1 MID1 MNDA MTA1 MYBL2 MYC MYCN MYT1 NCAPD2 NDC80 NDN NEK4 NFATC4 NFKB1 NME2 NOLC1 NPAS1 NSD2 PAX6 PHB2 PLK1 PMS1 POU4F1 PPP5C PRH2 PTGER4 PTTG1 RAD21 RBBP8 RCC1 RFX2 SATB1 SIX3 SIX6 SMAD5 SMARCA2 SMARCA5 SMARCD2 SMC2 SNAPC5 SNW1 SOX4 SOX9 SSRP1 SSX4 ST18 TAF11 TAF4 TAF5 TAF7 TBRG4 TCF12 TERF1 TFAP2A TFDP1 TLE1 TOX TOX4 TSC22D2 TULP3 TXNL4A UBE2C WDHD1 WEE1 YBX1 YY1 ZBTB18 ZBTB24 ZBTB43 ZNF124 ZNF136 ZNF16 ZNF195 ZNF211 ZNF254 ZNF267 ZNF324 ZNF43 ZNF646 MODULE_198 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_198 ACTL6A ACTR1A ADAR ADNP2 AKT1 ANP32A AP3M2 APEX1 APLP2 ASAP2 ATF4 ATN1 BARD1 BCL9 BLM BLMH BMI1 BRD2 BUB1 BUD23 CALU CBX1 CBX4 CBX5 CCNA1 CCNA2 CCNB1 CCNB2 CCND2 CCNE1 CCNE2 CCNO CCNT1 CDC25C CDC45 CDC5L CDC7 CDK1 CDK2 CDK7 CDKN1A CDKN2A CDKN2C CEBPG CENPA CENPE CENPF CHAF1A CHAF1B CHD4 CHEK1 CLK2 CMPK1 COIL COPS2 CSE1L CSNK2A1 CSRP2 CSTF3 CTCF DCK DDX17 DDX23 DDX5 DEK DGKI DHX9 DLX5 DNMT1 DR1 DSP DUSP5 DYRK1A E2F1 E2F3 ESPL1 EWSR1 EZH2 FANCG FEN1 FKBP5 FOS FOSL1 FOXD1 FOXG1 FOXM1 FUS GFI1 GNL2 GTF2A2 GTF2F2 GTF2I GTF3C2 H2AX H2AZ1 H2BC12 H2BC21 HAT1 HDAC1 HDAC2 HIF1A HLTF HMGB1 HMGB2 HMGN4 HNRNPA0 HNRNPA3P1 HNRNPC HNRNPF HNRNPH2 HNRNPR HOXA13 HR HSF2 ILF2 ILF3 INSM1 IPO7 JUN JUNB KATNB1 KHDRBS1 KHSRP KIF22 KIF23 KIF2C KMT2A KMT2D KNTC1 KPNB1 KRT17 KRT19 KRT6B LHX2 LIG1 LIG4 LMNB1 LMO2 LRP8 LSM1 MAD2L1 MAFG MAP2 MAPK14 MAZ MCM3 MCM6 MEIS1 MLF1 MLH1 MNDA MPHOSPH6 MSH2 MSX1 MTA1 MYBL2 MYC MYCN MYO18A MYT1 NAP1L1 NAP1L4 NASP NCAPD2 NCBP2 NDC80 NEK2 NEK4 NELFE NFATC4 NFYA NME1 NME2 NUP107 NUP153 NUTF2 ORC1 PAX6 PCNA PER1 PHLDA1 PLK1 PNN POLA1 POLD1 POLD2 POLE POLE2 POLR2D POLR2F POLR2K POP7 POU4F1 PPP2R5D PPP4C PRIM1 PRIM2 PRKDC PRPF4B PRPF8 PSMA2 PSMA4 PSMB5 PSMC4 PSMC6 PSMD10 PSMD12 PSMD2 PTMA PTTG1 PTTG1IP RAD21 RAD23A RAD51 RAD51C RAD51D RAD54L RAN RBBP4 RBBP7 RBBP8 RCC1 RECQL4 RFC1 RFC2 RFC3 RFC4 RFC5 RFX5 RNF144A RNF4 RNMT RPA1 RPA2 RPA3 RUNX3 SAP30 SATB1 SETDB1 SFPQ SLBP SLU7 SMARCC1 SMC2 SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPE SNW1 SOX4 SOX9 SPDEF SRPK2 SRSF1 SRSF10 SRSF2 SRSF6 SRSF7 SSB SSRP1 STAMBP STAT1 STK38 STMN1 SUMO1 TAF11 TAF4 TAF6 TAF7 TBP TCF12 TENT4A TFAP2A TFDP1 TGIF1 THOC1 TLE1 TLX2 TMPO TNPO1 TOP2A TOPBP1 TRA2B TRIP13 TSN TULP3 UBE2A UNG VPS72 WEE1 XRCC3 XRCC5 YBX1 ZBTB25 ZFP36L1 ZIC1 ZNF124 ZNF146 ZNF195 ZNF217 ZNF43 ZWINT MODULE_199 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_199 AXL BMPR1B CCL2 CDK5R1 CDKN1A CSF2RA CSF2RB CSF3R DAPK1 DDR2 EFNA4 EFNB3 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB6 ERBB2 ERBB4 F3 FGFR1 FGFR2 FGFR3 FGFR4 GRK1 GRK5 IFNGR1 IL10RA IL13RA1 IL2RB IL2RG IL3RA IL4R IL7R KDR KIT LEPR MAP2K7 MAPK10 MERTK MPL MST1R MUSK MYLK NRP1 PDGFRA PDGFRB PDGFRL PDK4 PTK7 ROR1 ROR2 ROS1 RYK TEK TIE1 MODULE_2 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_2 ABLIM1 ABLIM3 ACKR1 ACSL1 ACTG2 ACTN1 ADGRG6 ADH1A ADH1B ADIPOR2 ADIRF ADM AEBP1 AHDC1 AHR AKAP12 AKR1C1 ALCAM ALDH1A1 ALDH1A3 ANGPT1 ANK3 ANXA1 AOC3 AP1S2 APOD APOE AQP1 AQP7 ARHGDIG ARHGEF10 ASAH1 ATF3 ATP6V0A1 ATP9A AUTS2 BCAS1 BCL6 BIRC2 BLVRB BMERB1 C1S C7 CADM1 CADM3 CADPS CALU CAP2 CAV1 CAV2 CCL15 CCL2 CCL21 CCL3 CCN1 CCND1 CCND2 CD151 CD200 CD24 CD34 CD37 CD44 CDH5 CDKN1A CDKN1C CFD CFH CFHR1 CHGB CHL1 CLDN5 CLEC3B CLIP3 CNN1 CNN3 COL15A1 COL1A2 COL3A1 COL4A1 COL6A1 COL6A2 COL6A3 COX7A1 CPE CRABP1 CRIM1 CRIP1 CRYAB CSF3 CSPG4 CSRP1 CXCL12 CXCR4 CYB5A CYB5R1 CYP1B1 CYP4B1 DDC DDIT3 DDIT4 DDX21 DDX3Y DDX42 DEPP1 DHRS3 DLX4 DMD DNAJB2 DNM1 DPYSL3 DST DTX4 DUSP6 DYNC1I1 DYNLT3 ECHS1 ECM2 EEF1A2 EMP1 EMP2 EMP3 ENG ENO2 ENPP2 EPB41L2 EPB41L3 EPS8 ERBB3 ETS2 FABP4 FABP7 FADS1 FADS2 FAT1 FBLN1 FBLN2 FBN1 FCGRT FGF1 FGFR1 FKBP1B FLNA FN1 FOS FOSL2 FSTL3 FXYD1 G0S2 GABBR1 GAP43 GAS7 GATM GBE1 GDF15 GEM GET1 GJA1 GLS GNG11 GNG12 GOLGA8A GOT1 GPC3 GPNMB GPX3 GRB10 GYG1 H2BC21 HES1 HLA-DMA HLA-DQA1 HLA-DQB1 HSPA6 HSPB2 HSPG2 ID2B IER3 IFI27 IFNGR1 IGF2 IGFBP3 IGFBP4 IGFBP6 IGHG3 IGHM IL1R1 INA INSIG1 ITGA6 ITGA7 ITGB4 ITGB5 ITM2A ITPR3 JCHAIN JUN JUNB KIF5C L1CAM LAMA4 LAMA5 LAMB1 LAMB2 LAPTM5 LDLR LDOC1 LEPR LIPA LMO4 LPIN1 LPL LRP1 LTBP1 LTBP2 LUM MAFF MAL MAOA MAOB MAPK8IP3 MAPRE2 MARF1 MBNL1 MBP ME1 MEGF9 MFAP4 MGLL MIA MLLT11 MMD MME MOAP1 MPZ MSMO1 MTUS1 MX1 MYH11 MYL9 MYLK NCAM1 NEFL NEFM NFIL3 NGFR NNMT NOTCH3 NPY NR4A1 NR4A2 NTRK2 NUPR1 OLFM1 OPTN PCBP4 PCDH9 PCK1 PCOLCE PDE8A PDGFRB PDGFRL PDLIM4 PECAM1 PER1 PHLDA2 PLA2G2A PLAAT3 PLEC PLIN2 PLP1 PON2 PPP1R12B PPP1R15A PPP1R1A PPT2 PTGDS PTN PTP4A3 PTPN13 PTPRC QDPR RABGAP1 RAMP2 RARRES2 RBP4 RBPMS RCAN2 RFTN1 RGL1 RGS1 RGS2 RGS5 RHOB RHOBTB3 RNASE4 RNF167 RSRP1 RTN1 S100A11 S100A4 S100A8 S100B SATB1 SCG2 SCHIP1 SCP2 SEC11A SELENOP SEPTIN10P1 SERPINA3 SERPINH1 SFRP1 SGCE SLC25A1 SLC29A1 SLC2A3 SLC39A6 SLC6A2 SLIT2 SLPI SMTN SNAP25 SNAP91 SNCG SOD3 SOX10 SPP1 SPRY1 SRGN SRPX SRRM2 SST ST6GALNAC2 STAB1 STAC STMN2 SV2B SYNGR1 SYNM SYT1 SYT11 TBC1D2B TBC1D9 TCEAL4 TFPI TFRC TGFBI TGFBR2 TGFBR3 TGM2 THBS2 THRA THY1 TIMP3 TLE1 TLE2 TM4SF1 TMEM47 TNC TNFAIP3 TNFRSF10B TNFRSF14 TNFRSF1B TNXB TPM1 TPM2 TRIB2 TRIM2 TSPAN3 TSPAN7 TSPAN8 TSPYL2 UBE2L6 UGCG UGDH ULK1 USP6 VEGFA VSNL1 VWF WWTR1 ZEB1 ZIC1 MODULE_20 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_20 ADAM15 ADCYAP1 AGPAT1 AIP AQP7 ARHGEF2 AVPR1B BNIP1 CCL2 CD34 CD8B CDH15 CDSN CEACAM4 CFB CHRND CREB3 CSNK2A2 CSTF3 CTAG1B DAPK1 DPF2 DRG2 EBI3 EFNA3 FBXO46 FES FEV GABRA1 GBF1 GCM1 GH2 HLA-DOB HSD17B3 HYAL2 IGHMBP2 IKBKE IRF5 ITIH4 KCNJ4 KRT35 KRT6A LGALS9 LIF LRRC23 MADD MAMLD1 MMP11 MPP2 MVK MYBPC2 NELL2 NFIC PALM PAX8 PBX1 PCDHGC3 PDE4A PGC PIK3R3 PLCG1 PLK1 PSD PTPRN PTPRU PXN RABGGTA RING1 SCN1B SIGMAR1 SIRPB1 SLC14A2 SLC18A1 SLC30A3 ST14 STIM1 TEF TIMP3 TMEM94 TNFRSF14 USP11 VPS72 WAS MODULE_200 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_200 ADRB2 BDKRB2 CD4 CD8A CD8B CYP1B1 DDR2 DOK1 EDN2 EPHA2 EPHA4 EPHB1 EPHB2 ERBB2 FGFR1 IGF2 KIT MUSK NRG1 NTRK2 PAX6 PDGFRA PDGFRB POU4F2 PTPRG ROR1 TEK MODULE_201 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_201 ACTA1 ACTC1 ACTN3 ALDOA BDKRB2 C4B CACNG1 CALD1 CASQ2 CHRNB1 CKMT2 CNN3 CRYAB EDNRA FKBP1B FLII FXYD1 GJA1 GJA5 GNAO1 HRC KCNA1 KCNH2 KCNMB1 MYBPC1 MYBPC2 MYH11 MYH3 MYH7 MYL1 MYL11 MYL3 MYL7 MYOM1 MYOM2 NEB NOS1 OXTR PLN PPP1R12A PPP1R12B PRKG1 ROCK2 RYR1 SCN5A SCN7A SSPN TNNI2 TNNT3 VIPR1 MODULE_202 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_202 ABLIM1 ACTA2 ACTN4 ANK1 DSTN FLNA FLNB GSN LSP1 MYBPC1 MYBPC2 MYBPH MYH11 MYH3 MYH7 MYL1 MYL11 MYL3 MYL6 MYOM1 MYOM2 NEB NEBL PFN2 PPP1R12A SORBS2 SVIL TNNT3 MODULE_203 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_203 CENPA CHAF1B H1-0 H1-1 H1-2 H1-6 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 RBMXL2 MODULE_204 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_204 ABCC5 AGT AHDC1 ANAPC15 ATP2A3 AUTS2 BBC3 BLNK CAND1 CARTPT CCL19 CCS CD24 CD27 CEL CHI3L1 CHKB CHPF COG5 CPVL CRIM1 CRMP1 CSRP2 CXCL10 DDX17 DDX23 DOP1B EZH2 FCN1 FEN1 FOXM1 FXYD3 GART GBP1 GMDS GORASP1 GRIN1 H2BC5 HCK HLA-DQA1 HRAS HSPA6 ICA1 LDB2 LILRB3 LMNB1 MCM3 MLLT11 MPG MSH2 MYO1A NDEL1 NUP210 NUP58 PCNA PGAP2 POLR1C POU2AF1 PQBP1 PRPF6 PSMD13 PTK7 PTPRCAP PUM3 RAMP2 RNASEH2A RRM1 RSBN1 S100A9 SCML2 SERPINA3 SF1 SOCS2 SPIB STK39 SV2A TCL1A TEK TFAP2A TM7SF2 TMEM8B TPX2 TRIM22 TRPC4AP UGT1A4 ZNF263 MODULE_205 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_205 ABCA2 ACTR5 ADAM23 ADCY10 ADCY4 AGPAT5 AHCYL2 ANGPT2 ANXA2 APIP ARID3A ARMC7 ASPHD2 ATAT1 ATG4D ATP23 ATP5MK ATP8A2 B4GALT4 B9D1 BCORL1 BLOC1S6 BMP4 BOD1 C14orf132 C17orf80 C22orf46P CABP5 CABS1 CACHD1 CACNA2D2 CACNB1 CACNG4 CAMKMT CASP8AP2 CC2D2A CCDC121 CCDC28A CCDC51 CCNA2 CD109 CD200R1 CDC25C CDH13 CDHR2 CELF4 CENPQ CENPU CEP15 CEP41 CEP68 CEP76 CEP83 CHI3L2 CHML CHST14 CIB2 CITED4 CLEC3A CLOCK CNN1 CNR1 CNTN2 COG4 COLGALT2 CORO6 CRMP1 CRYBA4 CXCL13 CYP19A1 CYP4B1 DCAF16 DENND5A DEPDC1B DHX15 DIXDC1 DKK1 DKK2 DLGAP5 DNAAF10 DNAH6 DNAJC22 DNAJC6 DNER DPYSL5 DTL DUOX2 DZIP1 E2F8 EGLN3 EIF4EBP1 EMILIN1 EPHB2 EREG EXOC2 EXOC6B EXTL2 FABP7 FAM114A1 FAM217B FANCD2 FANCM FBN2 FBP2 FBXL2 FBXL6 FBXO32 FCHSD1 FDXR FKBP14 FLYWCH2 GABRA6 GALNT10 GCC2-AS1 GFOD2 GIN1 GLIPR2 GLS GNAZ GNL3LP1 GPD2 GPR88 GPSM2 GREB1 GTF2A1L HAPLN1 HDAC5 HEY1 HHAT HJURP HPS3 HSD17B7 ICA1 IFT52 IFT81 INPP5F INTS8 IRX5 ISLR2 ITGA6 ITSN2 JCAD KATNIP KCNJ11 KCNK15 KHDC1 KIAA0930 KIF14 KIF1A KIF1B KIFC1 KIRREL3 KISS1 KLHL20 KLRB1 KRT4 LCE1B LCOR LDAF1 LGR6 LINC00520 LMBRD1 LRRC49 LUC7L3 LYZL6 MAP10 MCF2 MDM1 MEAK7 MED18 METTL14 MIEF2 MOBP MPP3 MRPL57 MSX1 MUC16 MYO19 MYRIP NAPG NARF NDUFAF4 NEBL NECTIN1 NEK2 NIBAN2 NPEPL1 NPHS1 NRXN3 NSUN3 OPA1 OPN1SW OTUD3 PAQR8 PARD6B PCDH8 PCDHA5 PCDHB2 PDE6D PDLIM2 PDPR PKD1L1 PLCXD1 PLVAP PLXNB3 PPA2 PPFIA3 PPM1E PPM1L PPP1R9B PRLR PRSS16 PSG9 PSORS1C2 PTPN11 PTPN14 PYCARD RBFOX1 RBM12B-AS1 RBM14 RCOR3 RIF1 RRAGD RSPH1 SAYSD1 SBNO1 SCAND3 SEC11C SEC14L2 SEMA5B SEMA6C SEPTIN5 SERPINI1 SHCBP1 SHH SLC25A21 SLC26A2 SLC35A4 SLC45A4 SLC47A1 SMYD4 SNTG2 SOCS7 SOX6 SPA17 SPATA2 SPOCK1 SRGAP3 SSX3 ST14 STXBP6 SULF1 SUPT20H SUV39H2 SYNJ2 TANC2 TASP1 TBC1D19 TCTN1 TF THUMPD3 TIAM2 TLR10 TMEM185B TMEM191A TMEM267 TMEM45B TMEM65 TMPRSS4 TP53 TPTE TPX2 TRAF5 TRAIP TSHR TTLL4 TUBB4A TWIST2 TWSG1 ULBP2 VAV3 WASF2 WDR11 WDR47 WDR89 WNT5A WNT5B XK YEATS2 ZBED4 ZFP90 ZNF117 ZNF14 ZNF266 ZNF286A ZNF337 ZNF350 ZNF395 ZNF43 ZNF444 ZNF528 ZNF681 ZNF702P ZNF83 ZNF93 MODULE_206 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_206 ADAMTS6 ADGRG6 ANAPC15 ANGPTL1 ANKRD11 ARID1A ATR ATXN2L B4GALT3 BCLAF1 BRIX1 BZW1 CBX1 CCNO CENPU CINP CLDN15 CNOT2 CNTN3 COCH COL4A5 COLQ COPG2IT1 CSF1 CUL2 DCX DDX25 DENND2D DHCR24 DNAJC13 DNALI1 EBP ECM2 EFNB3 EMC1 ENY2 EPB42 FADS2 FAM167A FCHO2 FGFBP2 FHL3 FICD FOXJ1 GAPDH GATAD2A GPATCH2 GPR146 GRAMD1B GRIK1 GUK1 GYG2 HECTD4 HERC3 HIVEP1 HMGCR HOXB6 HOXD11 HSD11B2 IPCEF1 IQSEC1 IST1 KDM7A KIAA0087 KLHL6 LHB LPIN1 LSM6 MAP3K1 MAP6 MAU2 MBNL1 MBTPS1 MCM2 MMP17 MOBP MORC3 MRPL42 MS4A6A MTFR1 NAA50 NCL NEO1 NET1 NFE2L3 NKTR NMNAT2 NTF3 NUCB2 NUDT9 OXCT1 PAFAH1B2 PARVA PCLO PHF20L1 PIGG PLEKHM1 POGLUT2 POLD3 PPP4R3A PRDX6 PROM1 PRPSAP1 PRSS27 PSME4 PTGES PTP4A3 PWP1 PYROXD2 R3HDM1 RAB3IP RABGAP1 RAN REEP1 RFTN1 RNF135 RPAIN RXYLT1 SAP30L SCN8A SEC24C SEPTIN10P1 SFXN2 SFXN3 SLC16A10 SLC25A12 SNAP47 SPCS2 SRGAP3 ST3GAL6 STK17B SUZ12 SYT11 TBC1D4 TNIP1 TOMM34 TPD52L1 TREM2 TRIM35 TRIO TSPAN3 UBE3C UBE4A UFL1 USP10 USP18 USP6NL VEZT VIPR1 WDR36 ZNF184 ZNF251 ZNF273 ZNF444 MODULE_207 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_207 AAR2 ABCA5 ACP4 ACTN2 ACTR3B ACTR6 ADCK2 AFAP1-AS1 AFG2B AGBL5 AKAP3 ANGEL1 ANKRD13A AP1S2 APBB1IP AQP9 AQR ARHGEF25 ARID2 ARMCX5 ATG4D ATPAF2 B3GNT3 BAG2 BBOX1 BUB1B CALML3 CAP2 CARD18 CCDC62 CD93 CD99L2 CDHR2 CDKL3 CDYL CENPJ CFL2 CLDN14 CLEC3A CLOCK CNTNAP2 CNTNAP5 COPE CPNE4 CRNN CSDC2 CSGALNACT2 CYP26A1 CYP46A1 DDHD1 DDIT3 DENND5A DHX58 DIP2C DISC1 DLGAP2 DNAJC14 DNAJC27 DOP1B DPEP2 DUS4L DYNC1I1 E2F1 ECEL1 EDDM3B EIF2AK4 EMC9 ENTREP2 EPB41L4A ERO1B ERVH48-1 FA2H FAHD2A FAIM2 FARP2 FAXC FBXO34 FGL1 FLRT3 FMNL2 FOXF2 FOXG1 GAL3ST3 GALNT13 GDA GDAP1L1 GIMAP5 GJB5 GOSR1 GPRC5D HEBP1 HINFP HOXC10 HPN HSPA4L IFT57 INSIG1 INTS13 IQCA1 JPH4 KCND1 KHDC1 KIAA1210 KIFC3 KLF1 KLHL20 KLHL41 LANCL1 LEAP2 LGI2 LIM2 LINC00869 LINC01549 LINGO1 LRRN3 LRTM1 LTV1 LYRM2 MAP3K13 MARCO MDM1 MED8 MGA MMP27 MPP2 MRPL13 MRPL36 MRPL39 MRRF MS4A14 MSH5 MSTO1 MTHFD1L MYOT MZB1 NAA50 NAGPA NDE1 NDUFC1 NECTIN1 NIFK NLN NRIP3 NSD1 NSFL1C NTRK3 NUDT3 OGDHL OLFML2B PANK1 PAXBP1 PBRM1 PDE8A PDE8B PDGFD PDZD2 PECR PHF24 PHLPP2 POLE2 PPDPF PPP1R17 PRPSAP2 PRTFDC1 RAN RANBP17 RASGRP3 RBCK1 RBFOX2 RBP4 RPAP1 RPH3A RTN2 SERPINB3 SERTAD4 SEZ6L2 SH2B2 SIK3 SIPA1L2 SLC22A16 SLC4A5 SLC7A6OS SMARCAD1 SMO SMURF2 SNTG1 SNTG2 SPG11 SPOCK3 SRGAP3 SST SSX3 ST18 ST6GALNAC5 ST8SIA5 STRA6 SVIL SYT6 TANGO6 TF TFB1M TFR2 TH THOC2 TLR9 TMEM144 TMEM163 TMEM45A TOX4 TRAF7 TRIM5 TRIT1 TRPM1 TSKU TYW1 UBE2T VAPB VDAC3 WNT6 ZFP91 ZHX2 ZKSCAN5 ZMYM6 ZNF655 ZNF83 ZRANB1 MODULE_208 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_208 ABTB1 ADAM19 APOL3 AQP9 AXIN1 BANK1 CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD2 CD200 CD3D CD48 CD5 CD74 CD79A CD86 CD8B CEBPD CFB CMAHP CMKLR1 CNRIP1 CPVL CSF3 CTSL CXCL13 CXCL9 CYP1B1 DEFA1 FADS1 FAM53B FOXP1 FPR1 GBP1 GBP2 GMCL1 GNLY GZMA HBA2 HELZ2 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB3 HVCN1 IFI35 IFI44 IFI44L IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFT70A IGHG3 IGHM IGKC IGLJ3 IL15 IL2RB IL3RA IL7R ISG15 KCNA3 KCNQ5 KCTD12 KIAA0753 KLF6 KLRK1 LGMN LILRB1 LIMD2 LPAR6 MAL MCU MS4A1 MX2 NEK11 NLRC5 OAS1 OAS3 P2RY10 PELI1 PLSCR1 PNMA8A POLR3B PPP1R16B PTTG1 RNF31 RRP15 S1PR1 SAMSN1 SDC2 SELP SERPINA5 SLC40A1 STAG3 STK31 TCF7 THBS1 TNFAIP6 TNFRSF25 TNFSF10 TPTE2 TREM1 TTLL2 TXLNGY TXNIP UNC5D UNC79 USP30 UTY VCAM1 XCL1 ZNF292 MODULE_209 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_209 ACE ACOX2 ADAM9 AEBP1 ANPEP APOC1 APOC2 APOC3 BAAT BMP1 C1R C1S C2 CAPN2 CAPN5 CASP1 CASP4 CELA3A CFB CFI CPA3 CPB2 CPM CPN1 CTSC CTSE CTSK CTSL CTSO CTSS ENPEP F10 F12 F2 FAP FURIN GALE GALT GZMA GZMB GZMK HMGCS1 HMGCS2 HP HPN IGF1 KLK10 LAP3 LGMN LIPA LIPC LYZ MMP1 MMP12 MMP13 MMP14 MMP2 MMP3 MMP7 MMP9 MST1 NAPSA NEDD8 OLR1 PEPD PGC PLA2G2A PLA2G7 PLAT PLAU PLCG2 PLG PLGLB2 PRDX6 PROC PROZ PRSS2 PRSS23 PRSS8 PSMB9 SERPINB2 SERPINE1 SORD TIMP1 TMPRSS2 TPSAB1 UBD WFDC2 XPNPEP1 MODULE_21 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_21 ADA ADK APRT GART GMPS HPRT1 IMPDH2 PAICS TYMS UMPS MODULE_210 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_210 ACE ADAM10 ADAM11 ADAM12 ADAM15 ADAM23 ADAM9 AEBP1 ANPEP APC2 BMP1 CPB2 GGH KEL MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP2 MMP23A MMP3 MMP7 MMP9 TIMP1 TRAF1 TRAF2 MODULE_211 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_211 AGA CHIT1 MMP1 MMP10 MMP11 MMP13 MMP2 MMP3 MMP7 MMP9 PEPD MODULE_212 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_212 A2M AADAC ABCC1 ABCC3 ABCD3 ACADM ACADSB ACADVL ACO1 ACOX2 ACSL1 ACSL3 ADAM9 ADH4 ADK AGL AGXT AKR1C1 AKR1C3 ALAS1 ALDH1A1 ALDH4A1 ALDH7A1 ALDH9A1 ALDOA ALPI APOC2 ARG1 ARL4D ARMT1 ARSA ATP5F1B ATP5F1E BAAT BBOX1 BCHE BCKDHB BHMT BLVRB BNIP3 BTD C19orf12 C1R C2 CA2 CA5A CADM1 CAMK1 CBR1 CBS CD320 CDK1 CDK4 CDK5 CDKN3 CELA3A CEMIP2 CES1 CETP CHI3L1 CHPT1 CIAO2A CNOT6 COMT COX7B CPB2 CPN1 CPQ CSNK2A1 CTSC CTSL CTSS CYB5A CYP11B2 CYP1A1 CYP26A1 CYP27A1 CYP2B6 CYP2C8 CYP2J2 CYP3A4 CYP3A7 CYP4A11 DAO DAPK1 DDC DDT DDX3Y DDX42 DECR1 DHRS4 DHRS7 DIO1 DNASE1L3 DPYSL3 DUSP3 DUSP5 DUSP6 EBP ECHS1 EHHADH ENPEP ENPP1 EPHX2 ETFB F12 F2 FADS2 FAH FES FH FKBP5 FKBP8 FLOT1 FMO3 FMO4 FTL FUCA1 FURIN GAD2 GALE GALT GART GATM GCH1 GGH GGT1 GGTLC1 GLB1 GLO1 GLUD1 GLYAT GOLPH3 GOT1 GOT2 GPRASP2 GPT GPX1 GPX2 GPX3 GSTA2 GSTA3 GSTM2 GSTM4 GYS2 H2BC21 HACL1 HADHA HAGH HAL HDAC2 HERPUD1 HEXB HINT1 HPD HPGD HPN HSD11B1 HSD17B4 HSPA8 HYAL1 ID2B IDH1 IFITM3 IGF2BP3 IMMP2L IMPDH2 INSIG1 IRAK1 ISG20 KIF23 KLHDC2 KYNU LACTB LAP3 LAPTM4A LCAT LDHA LILRB3 LIPA LMO3 LYZ MAGT1 MANF MAP2K5 MAP2K6 MAP7 MCCC2 MCFD2 MDH1 MELK MFSD1 MGLL MGST1 MGST2 MMP2 MMP7 MMP9 MPP1 MPPED1 MRPL40 MSMO1 MST1 MTHFD1 MTHFS MTSS1 MTUS1 MXI1 MYO1E NAT1 NAT2 NCOA4 NDUFAF1 NEDD4 NEDD8 NHERF1 NME2 NNMT NQO1 NQO2 NRG1 NUPR1 OAS1 OAT P4HB PAH PCBD1 PCK2 PCNA PCYOX1 PCYT2 PDIA3 PDIA4 PDK2 PDK4 PEBP1 PEG10 PEPD PFKFB3 PGD PHB2 PIGP PIM1 PIN1 PLA2G2A PLCG2 PLG PLGLB2 PLK1 PLPP1 PNP PNRC1 PON1 PPP2R5D PRDX1 PRDX4 PRDX6 PRSS2 PRSS8 PSMA2 PTPN7 PTS PYGL PYGM QDPR RAB20 RAB5C RAD54L RHOBTB3 RNASE4 RND3 RPLP1 RPLP2 RPS27 RRM2 SAR1B SAT1 SCD SDHC SDS SELENBP1 SEPTIN2 SERPINB2 SERPINE1 SLC25A15 SNAI2 SOAT1 SOD1 SORBS2 SORD SPG21 SPTSSA SRD5A2 SRP9 ST6GAL1 STRADB SUCLG1 SULT1A3 SULT1E1 SUMO1 SV2B TALDO1 TBXAS1 TDO2 TM7SF3 TMBIM6 TMED10 TMEM230 TMT1A TNS1 TOP2A TRDMT1 TREH TTK TUBGCP6 UBE2L6 UGDH UGP2 UGT2B15 UGT2B7 UPP1 UQCRC2 UQCRQ VAV3 VNN1 XDH XPC XPNPEP2 ZNF248 MODULE_213 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_213 ABCA3 ACR ADARB1 ADIRF AGXT AIF1 ALDH3A1 APBA2 APOE AZGP1 CCNF CD2 CEACAM1 CFD CHGA CHI3L2 CXCR4 DCAF7 DGCR2 DGKA DNTT DPEP1 EDC4 EFNA1 ELN EPHX1 FXYD3 GNG4 GPNMB GPX2 GRIN1 HLA-DMA HMGA2 ICAM3 ID2 ID4 IFI30 IL2RG JUNB KCNQ2 KMT2A KRT5 LAPTM5 MAN2A2 MLC1 NAB2 NKG7 NNAT NRG1 NTSR1 P2RX1 PFKFB4 PIM2 PLA2G2A PRKCQ PTPN3 PTPN7 PTPRC PTPRN2 RAB11B RAC2 RAD9A SELENBP1 SEPTIN6 SHMT1 SLC11A2 SLC25A1 SLC2A3 SOD3 SOX4 TFF1 TFF3 TMSB15A TOB1 TRIM29 TSPAN8 TYR TYRP1 UCP2 WFDC2 MODULE_214 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_214 ASIC2 ATP6V1B1 CHRNA2 CHRNA4 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRNE GABRA2 GABRA5 GABRB3 GABRD GABRG2 GABRG3 GABRP GABRR1 GLRA1 GLRA2 GLRA3 GLRB HTR3A P2RX3 P2RX4 RYR1 SCNN1A TRPC3 MODULE_215 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_215 CHRNB3 GABRA2 GABRA5 GABRA6 GABRB1 GABRB2 GABRB3 GABRD GABRG2 GABRP GLRA1 GLRA2 GLRA3 GLRB HTR3A MODULE_218 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_218 EBP SLC10A1 SLC10A2 SLC12A1 SLC12A3 SLC15A1 SLC16A2 SLC16A3 SLC16A4 SLC16A7 SLC16A8 SLC17A2 SLC20A1 SLC24A1 SLC34A1 SLC6A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 MODULE_219 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_219 ADA ADK ADSL AK2 APRT ATP5F1B ATP5F1E ATP5ME ATP5MF CMPK1 CTPS1 DTYMK GART GMPS HPRT1 IMPDH2 ITPA MTHFD1 NME1 NME2 NME4 PAICS PRPS2 RRM1 RRM2 TYMS UMPS MODULE_22 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_22 ATP2C1 ATP5F1A ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1G1 CCS NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB7 NDUFB8 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 SLC39A6 MODULE_220 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_220 ACKR2 ACTA2 ACTC1 ACTG2 ADAM12 ADAM23 ADARB1 ADORA1 ADRA1D AEBP1 AKAP3 ALDH3A2 ALX1 AMELX AMELY ANGPT1 ANKRD7 ANOS1 ANPEP APBA1 APOE AQP4 AR ARHGDIB ARTN ARVCF ASIC2 BDKRB2 BMP1 BST1 BST2 CALD1 CAPN3 CASP14 CAV3 CBLN1 CCL17 CCN2 CD3G CD4 CD40 CD8A CD8B CDC42EP1 CDX1 CDX2 CELF2 CHRM1 CHRNA4 CLC COL11A1 COL1A1 COL6A3 COL7A1 CPNE6 CPZ CRABP1 CRABP2 CRCP CRMP1 CSF1 CSF3 CSRP2 CSRP3 CTF1 CXCL1 CXCL10 CXCL8 CXCR4 CYP1B1 DCT DDR2 DHH DLG4 DLK1 DLX3 DLX5 DOK1 DPYSL2 DPYSL3 DPYSL4 DRP2 DVL1 EDA EDN2 EDN3 EDNRB EFNA5 EFNB1 EFNB2 EFNB3 EGF EGR2 ELF3 EMP1 EMP2 EMP3 ENC1 EPAS1 EPHA2 EPHA4 EPHB1 EPHB2 EPHB3 EPHB6 EPS8 ERBB2 EREG EVPL EYA1 FABP7 FBN1 FEZ1 FGF1 FGF11 FGF12 FGF2 FGF5 FGF7 FHL1 FHL3 FLNA FLT1 FOXE1 FOXG1 FRZB FZD2 FZD9 GAP43 GATA1 GCM2 GFRA3 GHR GJA1 GJB1 GJB5 GLI1 GLI3 GLRA1 GPR65 GRB7 GREM1 GRIK1 GSTP1 HBEGF HLF HMGA2 HOXA4 HOXA5 HOXB1 HOXB2 HOXB5 HOXB8 HOXC11 HOXD10 HOXD13 HOXD8 ID1 ID3 IGF1 IGF2 IL11 IL3 IL3RA IL6 IL6R IRAG2 ISL1 ITGB2 ITGB5 ITGB7 JAG1 KIT KRT13 KRT14 KRT15 KRT16 KRT17 KRT2 KRT32 KRT5 KRT6A KRT6B KRT85 KRT9 KRTAP5-9 L1CAM LAMA2 LAMA3 LAMB3 LAMC2 LCE2B LDB2 LEFTY1 LEPR LHB LIF LMO1 LMO2 LRCH4 LUM LY6H MAL MAP4K1 MATN1 MDK MEF2C MEF2D MEOX1 MFNG MGP MID1 MMP11 MSI1 MST1R MSX1 MYBL2 MYBPC1 MYBPC2 MYH11 MYL4 MYOG MYOM1 NAB2 NDN NELFA NELL1 NEO1 NEURL1 NGF NGFR NHLH2 NKX2-8 NKX3-1 NNAT NPAS1 NPTX1 NRG1 NRG2 NRGN NRP1 NRTN NTN3 NTRK1 NTRK2 PAEP PAX2 PAX5 PAX6 PAX7 PAX9 PBX1 PCP4 PDCD1 PDGFRA PDGFRB PI3 PLOD1 PLXNA3 PMP22 POU3F1 POU4F1 POU6F1 PPP2R5D PRL PRRX2 PTMS PTN PTPRG PTPRR RAPGEF1 RARG RECQL4 RELN RND1 ROR1 ROR2 ROS1 RTN1 S100A1 S100A4 S100B SCRG1 SEMA3A SEMA3C SEMA4D SEMA7A SEMG1 SERPINF1 SERPINI1 SH3GL2 SIM2 SIX1 SIX3 SIX6 SLIT3 SNAI2 SOX9 SPEG SPOCK1 SPOCK2 SPRR1B ST8SIA2 STMN2 TAFAZZIN TBR1 TBX1 TBX2 TBX4 TBX5 TBXT TCL1A TEK TFAP2A TFAP2B TGFBR3 TLE1 TLX1 TLX2 TNFAIP2 TNFSF12 TNNI2 TNNT3 UGT8 UTRN WFS1 WNT10B WNT2 WNT5A WNT7B ZEB2 ZIC1 ZP2 MODULE_221 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_221 ABAT ACADL ACADM ACADSB ACADVL ACOX1 ACOX2 ACSL1 ACSM5 ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH6A1 ALDH9A1 BLVRB CPT2 DECR1 DHODH DPYD ECH1 ECHS1 EHHADH IVD MMUT PCCA PCCB SDHC SRD5A2 SUCLG1 MODULE_222 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_222 CBX1 CENPA CENPE CENPF H1-0 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 HMGB3 MAP2 MAP4 MAP7 TERF2 TOX MODULE_223 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_223 ADRA1D AKR1C3 AREG B2M BCAR1 BCAT1 BCL6 BST2 BTG1 CAPN1 CCL14 CCN1 CD2 CD4 CD48 CD5 CD69 CD79A CD81 CD83 CD86 CD8A CD8B CDK5R1 CHRM3 CREG1 CRIP1 CSF1 CSF3 CSF3R CSRP2 CXCL1 CXCL10 CXCL5 DAB2 DEFA5 DNAJC3 EDN1 EDNRA EGF EMP1 EMP2 EMP3 ENPEP EPS8 ERBB2 EREG EVI2A FGA FGB FGF4 FGG FOSL1 FTH1 GAS6 GCG GRN GRPR HBEGF HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HLA-F HLA-G HP IGF1 IGF2 IL15 IL15RA IL18 IL1A IL1B IL2RG IL3 IL6 IL6R INSIG1 IRAK1 ISG20 KCNN4 KLF6 LAMP3 LIF LILRA1 LILRA2 LILRB3 LILRB4 LILRB5 LRP1 LRPAP1 LY6E LY86 MDK MST1R MTHFR MXD1 MYC NAB2 NAMPT NCF4 NRP1 OSM OSMR P4HA2 PDGFA PDGFB PDGFRA PPBP PRDX1 PSPHP1 PTN REG1B RNASE6 RPS27 RPS4X RUNX3 S100B SELL SELP SERPINF1 SFN SHC1 SLAMF1 SPOCK1 TACSTD2 TFF3 TGFA TGFBI TIMP1 TLR1 TNFSF9 TPSAB1 TSPAN3 UBE2C VIPR1 ZEB1 ZFP36L2 MODULE_226 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_226 ALOX5AP ARF4 ARF5 ARL1 CDKN3 CXCL1 DUSP14 DUSP5 DUSP6 DYNLL1 GMFB HSPB2 MGST2 PPM1D PPP1CC PPP1R11 PPP2CA PPP2CB PPP4C PPP6C PRPSAP1 RFC3 SCG5 SERPINB2 TRIM23 UBA2 ZEB2 MODULE_227 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_227 ALAD ALAS2 BLVRA BLVRB CP CPOX FECH HMBS PPOX UGT1A6 UGT2B15 UGT2B4 UGT2B7 UROD UROS MODULE_229 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_229 ATRX BLM CHD4 CITED2 DDX1 DDX10 DDX23 DDX5 DHX8 DHX9 EIF4A2 ELOA ERCC3 FOS FOSL1 GATA1 GTF2F2 HELZ JUNB KLF7 MYCN OGA PRPF4B SOX9 STAT2 TFAP4 TRIM28 WRN XRCC5 XRCC6 ZNF254 MODULE_23 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_23 AADAC AANAT ABCC3 ABCC6 ABLIM3 ACAA1 ACACB ACO1 ACOT2 ACOX1 ACOX2 ACR ACSL1 ADH1A ADH1B ADH1C ADIRF AEBP1 AGPAT2 AGT AGTR1 AGXT AHSG AK4 AKR1C1 AKR1C3 AKR7A3 ALAS1 ALAS2 ALB ALDH1A1 ALDH1B1 ALDH1L1 ALDH3A2 ALDH4A1 ALDH6A1 ALDH7A1 ALDOB ALPL AMBP AMELX AMT ANPEP ANXA9 AOX1 APCS APEX2 APOA1 APOB APOC1 APOC2 APOC3 APOC4 APOE APOH APOL1 APOM APRT AQP3 AQP5 AQP7 AQP9 AR ARC ARG1 ARHGDIG ARHGEF16 ARID1A ARSA ASGR1 ASGR2 ASIC2 ATF5 ATP10B ATP11A ATP2B4 ATP4A AVPR1B AZGP1 BCKDHA BCKDK BCL2 BDH1 BHMT BLVRB BMP1 BRD4 BSN C1QB C1S C2 C4BPA C4BPB C6 C8A C8B CADM1 CALML3 CASP2 CBS CCL15 CCL2 CCND1 CCS CD14 CD151 CD22 CD34 CD3E CD8B CDA CDC42EP1 CDH1 CDH16 CDK5R1 CDK6 CELSR3 CES1 CFAP410 CFB CFH CFHR1 CFHR3 CFP CHPF CHRNB1 CITED2 CLDN3 CLDN5 CLDN9 CLEC10A CLEC3B CLN3 CNKSR1 COL18A1 COL1A1 COL2A1 COL6A1 COL7A1 COX6A2 CP CPB2 CPN1 CPN2 CPS1 CRYBA4 CST7 CTSF CYB5A CYB5R1 CYP27A1 CYP2A6 CYP2A7 CYP2B6 CYP2C19 CYP2C8 CYP2C9 CYP2D6 CYP2E1 CYP2J2 CYP3A4 CYP4A11 CYP4B1 CYP4F12 CYP4F3 DAO DCHS1 DDC DDT DEFB1 DHRS1 DHRS3 DIO1 DKK4 DLEC1 DLX4 DNAH3 DNASE1 DNASE1L3 DNM1 DOK1 DOLK DPT DPYSL4 E2F1 ECHS1 ECI1 ECM1 EFNA1 EFNA2 EFS EGFR EIF4EBP1 ELAC2 ELN ENG ENPP1 ENTPD2 EPAS1 EPHX1 EPHX2 ERBB3 ESR1 ETFB EXD2 F10 F12 F2 F7 FABP1 FADS1 FADS2 FAM107A FBP1 FBXL7 FCGRT FCN2 FDXR FETUB FEV FGA FGB FGFR4 FGL1 FGR FHIT FLOT1 FMO3 FMO4 FMO5 FN1 FOLR1 FUCA1 FURIN FUT1 FXYD1 FZR1 G0S2 GADD45B GAGE12F GATM GC GCGR GCHFR GCKR GJB1 GLRX GLYAT GMPR GNE GNMT GOT1 GPLD1 GPT GPX3 GRB7 GREM1 GRK1 GSTA2 GSTM1 GSTZ1 GTPBP1 GYPB GYPE H2BC12 H3C6 HAAO HAP1 HCN3 HGD HLA-DMA HMGCL HMGCS2 HMOX2 HOMER2 HP HPD HPGD HPN HPR HRG HSD11B1 HSD17B6 HSPB2 HSPG2 HTR2A HTR3A HTR4 HTR7 HYAL1 ICAM3 IFI27 IFIT1 IGF1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGHG3 IGHM IHH IKBKG IL3 IL32 IL4R IL7R ILRUN INHBC ISG15 ITGA10 ITGA5 ITGB5 ITGBL1 ITIH1 ITIH2 ITIH3 ITIH4 IVD JAK3 KCND3 KCNQ3 KLKB1 KNG1 KRT18 KRT31 KRT4 KRT86 LAIR1 LAMB2 LBP LCAT LECT2 LGALS4 LGMN LLGL2 LRP1 LRP3 LTBR LTC4S LY6G6C MAL MAN2B1 MAOA MAOB MAP2K3 MAPKAPK3 MAT1A MEF2C MEN1 MGLL MGP MME MMP11 MPG MST1 MT1G MTHFD1 MTHFR MTHFS MUC1 MYL9 N4BP2L1 NAAA NAT8 NECTIN2 NEURL1 NFKBIB NFKBIL1 NHERF1 NKG7 NME3 NNMT NOVA1 NPFF NR0B2 NR1D1 NRG2 NRTN NTNG1 NTSR2 NUPR1 ODF1 OGG1 ORM2 PAEP PAH PAX3 PAX7 PBX1 PC PCBD1 PCDH1 PCK1 PCK2 PCOLCE PCYT2 PDGFRA PEPD PFKFB2 PHYH PLAAT4 PLAT PLCG2 PLG PLIN2 PLK3 PMVK POLD2 PON3 POU4F1 PPP1R1A PPP6R2 PRELID3A PRF1 PROC PROCR PROX1 PRSS8 PSD4 PTCH1 PTGDS QDPR QSOX1 RAC3 RAMP2 RARRES2 RBMS3 RBP1 RBP4 REN RGN RGS10 RGS4 RHBDL1 RHOB RHOD RIBC2 RIDA RNASE4 RNF167 ROR2 RPS26 RUNX1T1 RXRA S1PR4 SAC3D1 SBNO2 SCAMP5 SCD SCO2 SCP2 SDC1 SDS SELE SELENOP SEMA4D SEMA6C SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SEZ6L SFTPC SHBG SHMT1 SLC10A1 SLC11A1 SLC13A2 SLC22A1 SLC22A18 SLC22A18AS SLC25A1 SLC2A1 SLC37A4 SLC38A10 SLC43A1 SLC5A2 SLC6A11 SLC6A2 SLC7A11 SLCO2B1 SLIT2 SLPI SMAGP SMPDL3B SMTN SNCG SOD3 SORBS2 SORD SPP2 SPRR2C SRPK3 SRPX ST3GAL4 ST6GAL1 ST6GALNAC4 STAB1 STARD5 STAT2 STMN1 STOML1 STX1A SYNPO2L TAF1 TBL3 TBX19 TBX5 TBXT TCF7 TCIRG1 TDO2 TFAP2B TFF2 TFR2 TGFB1 TGFBI TGM2 TIMM17B TIMP2 TIMP3 TLE1 TM4SF4 TM4SF5 TM7SF2 TMEM63A TMEM97 TNF TNFRSF10B TNFRSF14 TNFRSF1B TNFRSF25 TNXB TRAPPC6A TRIB1 TRIM16 TRIM29 TRPC4AP TRPM2 TTLL12 TULP1 TYR UBE2L6 UCN UGDH UGT2B15 UGT2B4 UGT2B7 VAMP5 VEGFA VGF VSIG4 VSNL1 VTN WAS XDH ZKSCAN7 MODULE_233 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_233 GCLM GSS PAICS TRIP12 TTLL1 UBE2A UBE2D1 UBE2D2 UBE2D3 UBE2G1 UBE2H UBE2I UBE2K UBE2L3 UBE2L6 UBE2M UBE2N UBE2S UBE2V1 UBE2V2 UBE3C UBR5 MODULE_234 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_234 AEBP1 ALX1 BMP1 BMP2 BMP4 BMP5 BMP7 CALCA CLEC3A CLEC3B CNMD COL10A1 COL11A1 COL12A1 COL1A1 COL9A2 COMP DLX3 DLX5 ETS2 EXTL1 FBN1 FGFR1 FGFR3 FRZB GHR HOXD13 IBSP IGF1 IGF2 IL6 IL6R INHBA JAK2 JAK3 LECT2 LUM MGP MSX1 NKX3-2 NPR3 POSTN PRELP PTH1R SNAI1 SOX9 SPARC SPOCK2 SPP2 TCF15 TIE1 TNFRSF11B TWIST1 ZBTB16 MODULE_235 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_235 ACY1 AGXT AHCY AKR1C2 AKR1C3 ALAS1 ALDH3A2 ALDH4A1 ALOX15 ANXA1 APOC1 APOC4 APOE ARSB ASNS ASS1 ATP8B1 CA12 CA2 CA5A CA8 CAD CBS CETP CHRM3 CYP3A4 DDC FAH GAD2 GALNS GCH1 GCLC GCLM GGT1 GLUD1 GOT1 GOT2 GPT GSTZ1 HERC2 HMGCL HMGCS1 HPD ICMT IDS KYNU LCAT LDLR LRP1 MAT1A ME2 MGLL MMP15 MTHFD1 MTTP NDST1 NEDD8 OAT ODC1 PAH PEPD PHYH PMVK PTGIS PTS PYGL PYGM QDPR QPCT SDS SREBF1 TPST1 TTLL12 UBE2E1 UBE2G1 UBE2I UBE2L6 UBE2V2 UGDH UGT2B10 UGT2B7 MODULE_236 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_236 APOA1 APOB APOE APOL1 CELA3A CETP LDLR LRP8 MBTPS2 NMT1 NR0B2 SCARB1 SOAT2 SORL1 SREBF1 STARD3 UGCG VLDLR MODULE_237 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_237 ADAT1 ADD3 ANKRD53 ASF1A ATM CBLB CHD7 DMXL1 EVI2B FASTKD1 FOXO1 G6PC3 GNPTAB GPCPD1 HEATR6 HELQ HOXA10 HSD17B11 IDS ITGAV KCNA3 KLF8 LASP1 MAP3K1 MMS19 MPZL1 MXI1 N4BP2L1 OGA PARVG PDLIM3 PIK3CA POLR3B PPP3CC PTGER2 PTPN22 PTTG1 RASA1 RBL2 RENBP RIPK4 RNPC3 RPS10 SELL SF1 SSH2 SYT7 TBRG1 TIFA TLK1 TSPAN32 UBXN11 ULK4 UQCRH USP34 USPL1 WRAP53 ZRANB2 MODULE_238 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_238 ABCC5 ADA2 ADAM28 ADGRE2 ALOX5 AMD1 ANKRD28 ARHGAP25 ATP2A3 BACH2 BANK1 BCL2 BIN2 BLK BLOC1S5 C3orf36 CACNG4 CCDC186 CD200 CD24 CD5 CDC25B CLDN15 CMKLR1 CNR2 COA7 COL19A1 COL4A4 COQ9 CSMD2 CTLA4 CTSF CTSZ CXCR4 DBP DEFA1 DGKD DIRAS2 DLC1 DNAH11 DPEP2 FADS3 FAM200C FAM53B FANCF FCER2 FCMR FCRL1 FCRL2 FCRLA FGR FLRT2 FOXP1 G6PC3 GABBR1 GLRA3 HDAC9 HDLBP HEATR6 HIKESHI HLA-DRB3 HMGN3 HSD17B11 HVCN1 IGHG3 IGHM IL10RA IL1R2 IL24 IL4R IRF8 ITGB7 ITM2C KCNA3 KCNQ5 KIAA0753 KLHL41 LRRC19 MAP2K6 MARCHF1 MECP2 MED12L MED25 MED29 MTBP MX1 NAALADL1 NACAD NEK11 NME1 NR2E1 NRIP2 NTRK3 OAS1 OSBPL10 P2RY10 PDE2A PLAC8 PLGLB2 PLGRKT PNRC1 PORCN PRKCB PRMT3 PRPF38B PTCRA PTPN12 PTPN6 PTPRO PTX3 RABIF RAPGEF6 RAX2 RCSD1 RIPK4 RIPOR3 ROR1 RPAP3 RSAD2 RUBCNL SEL1L SELP SHC2 SLC24A3 SLC27A5 SMCHD1 SOX6 SP110 SPATA20 SPINT2 SPON2 SPPL2A SPRR1A STK33 TAP1 TASL TCF7 TCL1A TMEM79 TMEM97 TNFAIP2 TOR1B TP53I13 TRAF3IP3 TRAPPC13 TRDD3 TRPC1 TSPAN32 TSPOAP1 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 VAV1 XIRP1 ZFHX2 ZFP36L2 ZNF292 ZNF395 ZNF423 ZNF587 MODULE_239 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_239 ACBD3 ADIPOR1 ADSS2 ANKRA2 AP2B1 AP3B1 APLP2 ARFGEF2 ARPC5 ASXL2 ATP11A ATP5MK B3GNT2 BAIAP2L1 BCAP31 BCKDHA BIVM BMI1 C1orf43 CAB39 CCDC88A CDK13 CDV3 CHPF CNIH1 CYB5B DDX5 DEGS1 DHX40 DHX9 DLG1 DNAJC3 DSP DYNC1H1 DYNLT3 ELOVL5 FADS2 G3BP2 GALNT1 GIGYF1 GLO1 GOLT1B GSKIP HDHD2 HMGCR HMGCS1 IDE IDI1 IGF2R IL2 IL6ST ITGB1 LNPEP LPGAT1 LRP11 LRRC8A MAEA MANF MAP3K8 MBNL1 N4BP2 NCSTN NONO NSF NUP133 OCLN ORC3 PACC1 PAICS PCYOX1 PDIA4 PIK3R1 PIK3R4 PLXND1 PPP1CC PPP2R5A PRRC1 PRUNE1 PTTG1IP RAB6A RHOBTB3 ROBO1 RTN3 SAR1B SF3B1 SLC25A32 SLC30A1 SLC38A2 SLMAP SOS1 SP3 SRP9 SSR1 STAG2 SUCO SYPL1 TACC1 TADA1 TAF9B TBC1D1 TBCE TENM4 TMED10 TMED2 TMOD3 TNPO1 TOMM20 TOR1AIP1 TRIM24 TWF1 TWSG1 UNG UXS1 VPS50 VPS72 WIZ ZNF271P ZNF490 ZNF655 ZNFX1 MODULE_24 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_24 AADAC AAK1 AANAT ABAT ABCA1 ABCC6 ABLIM3 ACAA1 ACADSB ACKR1 ACO1 ACSL1 ACSL4 ACTN1 ADH1A ADM AGPAT2 AGT AGTR1 AGXT AHSG AK4 AKR1C1 AKR1C3 ALAS1 ALAS2 ALB ALDH1A1 ALDH4A1 ALDOB ALPL AMBP AMELX AMT ANPEP ANXA9 APCS APOA1 APOA4 APOB APOC1 APOC2 APOC3 APOC4 APOE APOH APOM AQP1 AQP3 AQP5 ARG1 ARHGDIG ARHGEF16 ASGR1 ASGR2 ATF5 ATOSB ATP1B2 AZGP1 BAAT BCAM BCL2L1 BHMT BLVRB C1QB C1S C2 C4BPA C4BPB C5 C6 C8B CACNB1 CARD10 CCHCR1 CCL15 CCL7 CCN1 CCND1 CD14 CD163 CD24 CDC20 CDC42EP1 CDH1 CDH4 CDK5R1 CEACAM3 CFAP410 CFB CFH CFHR1 CFI CHRNB1 CITED2 CKS2 CLDN5 CLEC3B CLUH CNN3 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COL9A1 CPB2 CPS1 CRYZ CSF3R CST7 CTSG CYB561 CYB5A CYP27A1 CYP2A6 CYP2A7 CYP2B6 CYP2E1 CYP2J2 CYP3A4 CYP3A7 CYP4A11 DDC DDIT4 DDT DEFA3 DHRS3 DKK4 DLC1 DLEC1 DLK1 DNASE1L3 DNM2 DOK1 DPP6 DPT DRD2 DSP ECHS1 ECI1 ECM1 EFNA1 EFNA2 EGFR ELL2 ELN ENG EPAS1 EPHX1 EPOR ETFB ETS2 F10 F12 F2 FABP1 FADS1 FADS2 FAM107A FBN2 FBP1 FCGRT FETUB FGA FGB FGFR3 FGFR4 FGL1 FKBP1B FKBP8 FN1 FOLR1 FST FUCA1 FUT1 FXYD1 FXYD2 GADD45G GALR3 GATA1 GATM GC GCH1 GCHFR GCLC GCLM GDF15 GDPD5 GJB1 GLRX GMPR GOT1 GPC3 GPX3 GREM1 GSTM1 GSTT1 GTSE1 GYPA GYPB H2BC12 H4C3 HAGH HAP1 HBD HBZ HGD HMGCS2 HMOX1 HP HPD HPGD HPN HPR HRG HSPA6 HSPB2 HSPG2 HTR2A HTR3A HTR4 HYAL1 ID2B IER3 IFIT1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGSF1 IHH IKBKG IL1R1 IL1RN IL32 IL4R INHBC INSIG1 IQGAP2 ITGA2B ITGA5 ITGB5 ITIH1 ITIH2 ITIH3 ITIH4 JAK3 JUNB KCND3 KCNJ4 KCNQ1 KLKB1 KNG1 KRT18 KRT86 LAIR1 LAMB2 LAPTM5 LBP LCAT LDLR LDOC1 LECT2 LGMN LLGL2 LMO2 LRP1 LTF MAOA MAOB MAP2K3 MCM2 MEGF9 MEN1 METTL1 MFAP2 MICAL2 MMP11 MOK MPO MPP1 MSMO1 MST1 MSX1 MT1G MTHFR MTHFS NAT8 NECTIN2 NEURL1 NFIL3 NHERF1 NNAT NNMT NR0B2 NR1D1 NRTN NTSR2 NUPR1 NXPH4 ORM2 P4HA1 PAH PCBD1 PCK1 PCK2 PCLAF PCNA PCOLCE PDGFRA PEG10 PEG3 PF4 PHLDA2 PHYH PIM1 PIM2 PLA2G2A PLEC PLG PLIN2 PLK3 PNP PNRC1 PON2 PON3 PPBP PPP1R15A PPP1R1A PPP4R2 PPP5C PPP6R2 PRG2 PROC PRTN3 PSG7 PTGER3 PTP4A1 PTPRD PTPRO PTTG1 PYGL QDPR RAC2 RARRES2 RBM38 RBMS3 RBP1 RBP4 RGN RGS10 RHAG RHBDL1 RHOB RIBC2 RIDA RNASE2 RNASE3 RNASE4 RND1 RNF167 S100A4 S100A8 S100A9 SBNO2 SCO2 SCP2 SDC1 SDS SELENOP SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SERPINH1 SETD1B SHMT1 SLC22A18AS SLC25A1 SLC29A1 SLC2A3 SLC37A4 SLC43A1 SLC4A1 SLC6A11 SLC6A2 SLC6A8 SLCO2B1 SLPI SMOX SMPDL3B SOD3 SORD SPN SPP1 SPP2 SRGN SRPX SRRM2 ST3GAL4 ST6GAL1 ST6GALNAC4 STAB1 STARD5 SYNPO2L TBC1D2B TBCD TCF7 TDO2 TFAP2B TFR2 TGFBI TGM2 TIMP3 TM4SF4 TM4SF5 TM7SF2 TMCC2 TMED3 TMEM106C TNFRSF10B TNFRSF1B TNFRSF25 TNXB TRIB1 TRIM16 TRPM2 TTLL12 TULP1 TYR UBE2C UBE2L6 UBXN1 UGDH UGT2B15 VEGFA VSIG4 VSNL1 VTN WAS XK ZYX MODULE_240 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_240 AHNAK AP2A1 CACNG4 COA8 CRYZL1 EVI2B IGHM IGLJ3 INTS11 MGA NEUROD6 NUDT22 NUP107 PLAGL1 PLEKHA1 PTGIS RGS5 WWC3 ZNF185 ZNF266 MODULE_241 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_241 AGXT AOAH ATP1B1 C3AR1 C5AR1 CCR1 CD14 CDH11 CDK10 COL1A2 CYP27A1 DEFA1 DHCR24 DNM2 DNTT DOK1 DUSP2 EDC4 ETS1 EYA2 FN1 FOXM1 FZD2 GDF15 GNA15 GRB7 HNF1A IER3 IFI27 IL2RB KDM5C LAG3 LGALS3BP LGMN LPCAT3 LTF MAN2B1 MGAT1 MMP12 MT1H MT2A MYL9 MYLK NINJ1 NNMT NRG1 ORM1 P2RX4 PDXK PIEZO1 PLD3 PLOD1 POMZP3 POSTN PPIB PRRX1 RAB31 S100A1 S100A9 SAA1 SECTM1 SEMA4D SOD2 SPI1 SUPT5H TARBP2 TAX1BP3 TBXAS1 THBS4 TLR1 TRIO TRIP10 WASF3 MODULE_242 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_242 AANAT ABCA1 ABCB9 ABCC8 ACSL6 ACTL6B ADAM20 ADGRL3 AKAP3 AKAP7 ALDOB ALOX15 AMELX AMMECR1 APC2 AQP8 ARFGAP3 ASIC3 ASIP ATOSB ATP4A ATP6V1G2 B3GNT3 BMP10 BRD4 CCDC9 CCK CCKAR CCL7 CD4 CDH1 CDH16 CDK5R2 CEACAM3 CEACAM4 CEP135 CHP2 CHRNE CHST1 CHST3 CLDN14 CLDN5 CLDN9 CNTN6 CRCP CTSG CYP27B1 CYP2C19 DHRS2 DKK4 DNAJB12 ECE2 EDA EIF1AY EIF4EBP1 EMID1 ENTPD2 EXD2 EXOSC2 FAM131B FAM13A FCN2 FKBP6 FLT1 GAGE12G GALNS GALR3 GAS8 GFPT2 GIP GLE1 GNG4 GNG7 GNMT GPR3 GREM1 GRIK5 GRK1 GRM2 H3C6 H6PD HBB HCRT HMHB1 HOXB1 HOXC11 HSD17B1 HTR4 IKBKG ING1 INHBC IVL JAKMIP1 KCND3 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF21B KRT32 L1CAM LCE2B LEFTY1 LORICRIN LRIT1 LYPD3 MACIR MAGEA4 MAGEA9 MAGEC1 MAGI1 MET MLLT1 MPZL2 MSI1 MTA2 MTHFR MYCL MYH2 MYOZ3 NAT8 NDRG2 NECTIN1 NELFA NEMF NNAT NR0B2 NR2E3 NRG2 NRXN1 NSG1 NTNG1 NTRK1 ODF1 P2RX1 PAX7 PGAM2 PGC PI3 PIGL PIGO PIK3IP1 PKP3 PLIN1 POM121L9P PPP4R2 PRB4 PRELID3A PRF1 PSCA PTH2R PTP4A3 PTPRN PZP RAC3 RASL10A RBMXL2 RECQL5 REG1B REN REPS2 RGS9 RIBC2 RIMS2 RUNDC3A S1PR2 S1PR4 SCAMP5 SCGN SCN2B SEMA7A SERPINA4 SEZ6L SHBG SIT1 SIX3 SIX6 SLC17A3 SLC17A7 SLC22A18AS SLC22A6 SLC7A11 SLC7A4 SLIT3 SOX10 SPC25 SPINK2 SRPK3 SSTR2 SSX4 STATH SYT5 TACC2 TAGLN3 TAOK2 TBX1 TBXT TEX28 TFAP2B TNFRSF10C TNFRSF13B TNFRSF21 TNFRSF6B TP63 TRIB1 TRIM10 TRIM15 TRPM2 UCN UNC119B VAMP1 WASF2 ZBTB24 ZNF143 MODULE_243 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_243 ACBD3 ADGRV1 AGR3 ALG6 AMZ2 APOD APPL2 ATP2A3 ATP5IF1 BCL2L1 BDP1 CACNG4 CAMLG CCDC32 CCP110 CHAMP1 CNOT6 CRLS1 DCUN1D1 DDIT4 ECH1 EGFL7 FAM171B FCGRT GASK1B GATD3 GPR37 HAGH HERC4 HIGD2A HSD17B11 IFNA13 IFT122 ITGB3BP JRKL LBR LIPA M6PR MRPS24 MTHFSD MTPN NDUFA4 PCNA PDCL PDGFA PGS1 PIGP PJA2 PLTP PPP6C PRDX1 PSMD10 RAD17 RPA3 RTL8A RTN3 SAYSD1 SCAMP1 SCAND1 SEC24D SLC11A2 SPG11 STRN3 SUB1 TGM3 TM2D2 TM4SF4 TM7SF3 TMEM161A TOB1 TSPAN6 TSPAN7 UQCRFS1 VAMP5 VPS36 WDR19 ZBED4 ZBED5 ZFP36L1 ZKSCAN4 ZRANB2 MODULE_244 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_244 ABCB4 ABCC1 ABCD3 ABL2 ACVR1 ACVR2B AK2 AK4 ATP12A ATP5F1B BLM BUB1 CAMK1 CARS1 CCT4 CCT6A CCT6B CCT8 CDC7 CDK1 CDK16 CDK2 CDK20 CDK4 CDK5 CDK6 CDK7 CDK8 CENPE CHD4 CHEK1 CHEK2 CLK2 CMPK1 COASY CSNK1E CSNK2A1 CSPG4 DCK DDX1 DDX10 DDX11 DDX17 DDX23 DDX3Y DDX6 DHX30 DTYMK DYRK1A DYRK3 EIF4A3 EPHA4 EPHB1 EPHB2 ERCC3 FES GMPS GRK1 GSS GTF2F2 GUCY2D HARS1 HELZ HK1 HLTF HNRNPU HSPA1L HSPA8 HSPD1 IARS1 IGF1R ILF2 IRAK1 KARS1 KHSRP KIF11 KIF14 KIF22 KIF23 KIF2C KIF3B LCK LIG1 LIG4 LIMK1 MAP2K2 MAP3K8 MAP4K2 MAP4K4 MAPK13 MAPK14 MAPK4 MAPK6 MAPKAPK3 MARK3 MAT1A MAT2A MCM3 MCM6 MED24 MELK MERTK MKI67 MLH1 MSH2 MSH5 MTHFD1 MYLK MYO18A MYO1E NARS1 NEK2 NEK4 NME1 NME2 NME4 NOLC1 NPR1 ORC1 P2RX1 PCNA PDK3 PEX1 PEX6 PFKFB4 PKN1 PLK1 PLK4 PMS1 POLA1 POLD1 POLD2 POLE POLE2 POLG POLR2C POLR2D POLR2E POLR2J POLR2K POLRMT PRIM1 PRIM2 PRKCD PRKCI PRKCQ PRKX PRPF4B PSMC4 PSMC6 PTK7 QARS1 RAD51 RAD51C RAD54L RECQL4 RFC1 RFC2 RFC3 RFC4 RFC5 ROR2 RUNX3 SEPHS1 SEPHS2 SMARCA2 SMARCA5 SMC2 SRPK2 STK11 STK3 STK38 TAP2 TIMM44 TK1 TOP2A TRAP1 TRIP13 TTK USP14 VARS1 VRK1 VRK2 WEE1 XRCC3 XRCC5 XRCC6 MODULE_245 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_245 AOC1 ATF6 BAG3 CCT4 CCT6A DNAJA1 ERP29 FKBP1A HSPA8 HSPD1 HSPE1 KDELR1 KDELR2 KPNA2 KPNB1 LRPAP1 PDIA5 PDIA6 PPIC SRP9 SSR1 SSR2 TNPO1 TNPO2 TOMM34 VBP1 MODULE_247 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_247 ADH1A ADH4 AKR1C1 ALDH1A3 ALDH3B1 ALDH3B2 AZU1 BPI BTD CAMP CD14 DEFA4 DEFA5 DEFB1 DEFB4A EPHX1 EPHX2 FMO4 GNLY HTN3 KMO LALBA LBP LYZ MGAM MGLL MICAL2 NQO1 PGLYRP1 PRG2 RNASE3 S100A12 SI SULT1C2 UGT2B15 VNN1 VNN2 MODULE_248 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_248 ABL2 ABLIM1 ADCY8 APBA1 ARAF ARHGAP29 ARHGEF11 ATXN7 BCAR3 BCR BEST1 BFSP2 BRAF CASK CDH3 CHN2 CNGA1 CNGA3 COL11A1 CRYAB CRYBB2 CRYGA CRYGD CRYM CXCL1 CXCL8 CXCR2 CYP1B1 CYTIP DGKA DGKE DLG3 DLG4 EFEMP1 EML1 EML2 FBN1 FER FES FGR FKBP8 FSCN2 GNAT2 GRAP2 GRB10 GRB14 GRB7 GRK1 GUCY1A2 GUCY2C GUCY2D GUCY2F HRH1 HTRA1 IL16 IMPG1 ITK JAK1 JAK3 KRT12 LCK LIN7A LUM MERTK MPDZ MPP1 MYOC NCF1C NOS1 NPR2 P2RY2 PAX2 PAX6 PDCL PDE6A PDE6B PDLIM3 PDLIM4 PHYH PIK3C2G PIK3R2 PITPNA PLCG1 PLEK PRB4 PRKAR2A PRKCA PRKCG PRKCH PRKCQ PRKCZ PRKD1 PRPH2 PSEN2 PTPN11 PTPN13 PTPN3 PTPN6 RASA3 RCAN1 RCVRN RGS16 RIN1 RPE65 RRH RS1 S100A1 SH2B2 SH2D1A SHB SHROOM2 SLA SNTB2 SOCS1 SOCS3 STAT2 STAT4 STMN2 TGFBI TULP1 TULP2 TXK TYROBP UNC13B USH2A VAV1 WFS1 YES1 ZBTB33 MODULE_249 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_249 ACAA2 ACAT1 ALAS1 BAAT CPT1A CPT2 DBT DLST F13A1 GGT1 GGTLC1 GLYAT HADHA HADHB HAT1 LCAT NAT1 NAT2 QPCT SAT1 SPTLC2 TGM1 MODULE_25 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_25 NDUFB3 NDUFB5 NDUFB8 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 UQCRB MODULE_252 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_252 ACTL6A ADNP2 AKT1 APEX1 APLP2 ASAP2 BARD1 BIRC5 BMI1 BUB1 CALU CBX1 CBX4 CBX5 CCNA2 CCNB1 CCNB2 CCND2 CCNE2 CCNO CCNT1 CDC25C CDC45 CDC5L CDC7 CDK1 CDK4 CDK7 CDKN1A CDKN2A CDKN2C CENPA CENPE CENPF CHAF1A CHAF1B CMPK1 COIL COPS2 CSE1L CSNK2A1 CSRP2 CTCF DCK DDX23 DDX5 DEK DGKI DHX9 DLX5 DNMT1 DR1 DSP DYRK1A E2F1 E2F3 EWSR1 EZH2 FEN1 FOS FOSL1 FOXG1 FOXM1 GNL2 GTF2F2 GTF2I H2AX H2AZ1 H2BC12 H2BC21 HAT1 HDAC1 HDAC2 HLTF HMGB1 HMGB2 HMGN4 HNRNPA0 HNRNPA3P1 HNRNPF HNRNPR HOXA13 HR HSF2 ILF2 ILF3 IPO7 JUN JUNB KATNB1 KHDRBS1 KHSRP KIF23 KIF2C KMT2A KMT2D KNTC1 KRT17 LHX2 LIG1 LMNB1 LMO2 LRP8 LSM1 MAD2L1 MAFG MAP2 MAPK14 MAZ MCM3 MCM6 MEIS1 MLF1 MLH1 MNDA MPHOSPH6 MSH2 MSX1 MYBL2 MYC MYCN MYO18A NAP1L1 NASP NCAPD2 NCBP2 NDC80 NEK2 NEK4 NELFE NFATC4 NFYA NME1 NME2 NUP107 NUP153 ORC1 PAX6 PCNA PER1 PHLDA1 PLK1 PNN POLA1 POLD1 POLD2 POLE2 POLR2D POLR2F POP7 POU4F1 PPP2R5D PPP4C PRIM1 PRIM2 PRKDC PRPF4B PRPF8 PSMA2 PSMA4 PSMB5 PSMC4 PSMD10 PSMD12 PSMD2 PTTG1 RAD21 RAD23A RAD51 RAD51C RAD51D RAD54L RAN RBBP4 RCC1 RECQL4 RFC3 RFC4 RFC5 RNMT RPA1 RPA2 RPA3 SAP30 SFPQ SLBP SLU7 SMC2 SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPE SNW1 SOX4 SOX9 SRPK2 SRSF1 SRSF10 SRSF2 SRSF7 SSB SSRP1 STAMBP STAT1 STK38 STMN1 SUMO1 TAF11 TAF4 TAF6 TAF7 TENT4A TFDP1 TLX2 TMPO TNPO1 TOP2A TOPBP1 TRA2B TRIP13 TSN UBE2A UNG VPS72 WDHD1 WEE1 XRCC3 XRCC5 YBX1 ZBTB25 ZFP36L1 ZNF124 ZNF146 ZNF217 ZNF43 ZWINT MODULE_253 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_253 ARSB CENPE DCTN2 DNM1 DYNC1LI2 DYNLL1 KIF11 KIF14 KIF23 KIF2C KIF3B KIF5A KIF5C MAP1B MAP2 MAPRE1 SNTB2 STMN1 TUBA4A TUBB3 TUBB4B MODULE_254 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_254 BCAR3 BCL2A1 BCL2L1 BIK BIRC2 BIRC3 BIRC5 BNIP2 BNIP3 BNIP3L CCNB1 CCND2 CD2 CD69 CDC20 CDC45 CDK4 CDK6 CDK8 CFLAR CLEC2B DNAJC3 DUSP6 E2F1 E2F3 EREG FAS FASLG FCER2 FGF4 G0S2 GSPT1 IER3 IFITM1 IL1A IL1B KLRK1 LALBA LGALS1 LGALS3 MBL2 MKI67 MPHOSPH6 MPO MX1 MYBL2 NEDD9 NFKB1 NRAS NUPR1 PCNA PLK1 RAN SERPINB2 SON STK17B TNFSF10 TNFSF14 UBE2V2 WEE1 MODULE_255 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_255 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADAMTS3 ADIPOR2 AGAP2 AHNAK AKAP8L ALDH1B1 ALDOA ALG6 ALKBH4 AMIGO1 AMOTL2 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DHODH DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FAR2 FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABARAPL2 GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN GSTM1 HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1R2 IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYEF2 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NHSL3 NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLAAT4 PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PLIN1 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1CB PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SELP SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPMAP2 SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 TIMELESS TIMP3 TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TMT1A TNFRSF13C TNFSF4 TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_256 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_256 ABCA7 ABCB8 ACBD6 ACP2 ACVRL1 ARSA ASB16 CELSR2 CHAMP1 CHCHD6 CRY1 CSF1R DGAT2 DIPK2B DNAH11 DOCK1 ELN ETV5 FBXL3 FLNA FNTB GPD1 H3C4 HLA-DRB4 HMGN2 IL1RL1 INA INPP5B KDM7A LRRC40 MIF4GD MIS18A NDUFAF3 NR1H3 NUP214 NUP88 PAK1IP1 PAPOLA PCK1 PECAM1 PHYHIP PKD1 PLEKHB2 PTH1R RMDN3 RSF1 SARS1 SHLD2 SLC12A5 SOD1 ST7L TAF7 TPT1 TRPM1 UQCC2 WNT2 YTHDF2 ZC3H3 ZNF106 ZNF160 ZNF559 MODULE_257 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_257 ABCA7 ACAD10 ACTN3 AKT1 AKT2 ANAPC2 APLP2 ARFIP2 ARL4C ASB5 ATP11A ATXN2 BLTP2 CA2 CABYR CAD CALD1 CAMSAP3 CCNL2 CD276 CD93 CDC42EP1 CHAF1A CHPF CLEC3B CLSTN1 CPSF7 CTSD DCTPP1 DDX17 DGCR8 DGKZ DLGAP4 DNAJC3 DNAJC4 ECE1 EDC3 EEF2 EHD1 ELK3 ELL EPS8L2 ERF EXTL3 FAM168A FAT1 FBF1 FKBP8 FZR1 GABRB1 GABRG2 GLE1 GNS GPS1 GRK2 GRK5 GYPC HDAC10 HDAC7 HEG1 HMG20B HPCA HSPA1L IDS IFT43 IMPDH1 INPPL1 KANSL1 KMT2D LIMD1 LIMK1 LITAF LRP1 LRP5 LRRC61 LRRC8A MAP4K2 MCAM MDH2 MED9 MEF2C MEF2D MFSD9 MGAT1 MKRN1 MMP15 MTA1 MUTYH MYH7B N4BP2 NAGLU NCAPH NUMA1 OAZ2 OXR1 PACSIN2 PFKL PGAM2 PIGQ PLD3 PLK4 PLXND1 PMPCA PNPLA2 PPIP5K2 PPM1F PPP1R15A PRPF8 PTTG1IP RAB11B RAB35 RARA RBM14 RNF40 RTKN SEC14L1 SEC61A1 SH3GLB2 SHC1 SKI SLC20A1 SLC35C1 SLC35F6 SLC7A2 SNRNP70 SNRPA SRRT SSBP3 STARD3 STAT5B TAF6L TBC1D1 TBCK TCF7 TELO2 TGOLN2 TLE3 TLE4 TNPO2 TNRC6A TP53INP2 TRA2A TSC2 TSKU UBTD1 URGCP USHBP1 USP5 VAMP2 VAV2 VPS39 VPS9D1 WDR37 YIF1A ZDHHC8 ZNF3 MODULE_259 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_259 AXL CCL2 CDK5R1 CDKN1A CSF2RA CSF2RB CSF3R DAPK1 DDR2 EFNA4 EFNB3 EPHA2 EPHA4 EPHB1 EPHB2 EPHB6 ERBB2 F3 FGFR1 FGFR2 FGFR3 GRK1 GRK5 IFNGR1 IL10RA IL13RA1 IL2RB IL2RG IL3RA IL4R IL7R KIT LEPR MERTK MST1R MUSK MYLK NRP1 PDGFRA PDGFRB PDGFRL PDK4 PTK7 ROR1 TEK TIE1 MODULE_26 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_26 AAR2 ACP4 ACTN2 ACTR3B ACTR6 ADCK2 ADORA1 AFAP1-AS1 AFG2B AGBL5 AKAP3 ANGEL1 ANKRD13A AP1S2 APBB1IP APLP1 AQP2 ARHGEF25 ARID2 ARMCX5 ARSB ATG4D ATPAF2 B3GNT3 BAG2 BAIAP2 BBOX1 BMPR1B CALML3 CAP2 CARD18 CCDC62 CD93 CD99L2 CDHR2 CDYL CENPJ CFL2 CLDN14 CLOCK COX15 CPNE4 CRNN CSGALNACT2 CXCL13 CYP46A1 DDIT3 DENND5A DHX58 DLGAP2 DNAJC14 DNAJC27 DOP1B DPEP2 DSE DUS4L DYNC1I1 ECEL1 EEF1G EIF2AK4 EMC9 EPB41L4A ERO1B ERVH48-1 FA2H FAHD2A FAIM2 FARP2 FAXC FBXL4 FBXO34 FLRT3 FMNL2 FOXF2 GAL3ST3 GALNT13 GDA GDAP1L1 GDF2 GIMAP5 GJB5 GOSR1 GPRC5D HEBP1 HINFP HOXC10 HSPA4L IFT52 IFT57 INF2 INSIG1 INTS13 IQCA1 KCND1 KHDC1 KIAA1210 KIFC3 KLF1 KLHL20 KLHL41 LGI2 LINC00869 LINC01549 LINGO1 LRTM1 LTV1 LYRM2 MAP3K13 MDM1 MED8 MMP27 MPPED1 MRPL36 MRPL39 MRRF MS4A14 MSTO1 MTHFD1L MXRA8 MYOT MZB1 NAGPA NDE1 NECTIN1 NLN NOSIP NRIP3 NSD1 NSFL1C NTRK3 NUDT3 OGDHL OR2I1P PANK1 PAXBP1 PBRM1 PDE8A PDE8B PECR PHF24 PHLPP2 PPDPF PPP1R17 PRPSAP2 PRTFDC1 PTGDS RANBP17 RASGRP3 RBCK1 RBFOX2 RPAP1 RPH3A RTN2 SCEL SERTAD4 SEZ6L2 SH2B2 SIK3 SIPA1L2 SLC10A2 SLC22A16 SLC4A5 SLC7A10 SLC7A6OS SLC7A9 SMO SMURF2 SNTG1 SNTG2 SPG11 SPOCK3 SS18L2 SST ST6GALNAC5 STRA6 SYT6 TANGO6 TBC1D15 TFB1M TFR2 THOC2 TLR9 TM2D1 TMEM144 TMEM163 TOX4 TP53RK TRAF7 TRIM2 TRIM5 TRIT1 TRPM1 TSKU TXNDC17 TYW1 UBE2T UQCR10 VAPB VDAC3 VPS36 WNT6 YJU2 ZDHHC4 ZHX2 ZKSCAN5 ZNF655 ZRANB1 MODULE_261 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_261 AEN AGO2 AKR1D1 ALCAM ANKRD20A1 ANKRD44 AP1G2 APOA2 ARL8B BCLAF1 BET1L BNIP3 C12orf43 C1orf159 C2CD5 CD164 CD69 COX6C CRIP2 CRKL DBF4 DDX49 DHX15 DNAJA3 DNAJC5B EAF1 EIF2AK3 FEM1A FMNL1 FYTTD1 G3BP2 GLCCI1 HLA-DRB3 HOXA7 INSIG1 INTS7 IRS2 KBTBD8 KLF10 KLHL15 KLRA1P LBH LBR LIPA LPP MARCHF6 MED14 MIOS MUS81 NFATC1 NFKBID NMD3 NOX4 NR4A2 NRAS NSUN2 NUP205 OGA ORAI2 P2RY8 PAG1 PELI1 PKD1 PMAIP1 PPP4R3B PPTC7 PRKCI PTGER2 PTPN11 RAB8B RLF RNF213 RNGTT SBNO1 SCRN1 SEC16A SF1 SGCD SLC25A22 SLC9A7 SNRNP200 SNX9 STARD4 STK10 STK4 SYNE2 SYNJ2 TACC1 TAF1D TAGAP TCF7 THOC7 TLE4 TRAK1 UBR7 ULK4 USP25 WDR75 WSB1 ZMIZ2 MODULE_262 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_262 CCL11 CCL13 CCL14 CCL15 CCL19 CCL2 CCL23 CCL3 CCL7 CP CXCL12 HFE LTF MT2A MYC STC1 TF TFRC XCL1 MODULE_263 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_263 C3AR1 C5 C5AR1 CCL11 CCL13 CCL14 CCL15 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL25 CCL3 CCL4 CCL7 CCL8 CCR1 CCR5 CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR4 DEFB1 FPR1 FPR2 IL16 IL1A PF4 PLAU PLAUR PPBP XCL1 MODULE_264 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_264 AP1S2 AP2A1 AP2M1 AP2S1 AP3S1 ARCN1 HPCA HPCAL1 LRP8 SEC24D SEC31A MODULE_265 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_265 CSF2RB CSF3R CXCR2 CXCR4 CXCR5 CXCR6 F3 GHR IFNGR1 IFNGR2 IL10RA IL13RA1 IL13RA2 IL15RA IL18R1 IL1R1 IL1RAP IL1RL1 IL2RB IL2RG IL3RA IL4R IL6R IL6ST IL7R LEPR MYD88 TLR1 TLR2 MODULE_267 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_267 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNE GLRA1 GLRA2 GLRA3 P2RX1 P2RX3 P2RX4 P2RX7 MODULE_27 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_27 ACKR1 ADCYAP1R1 ADGRB2 ADGRE1 ADGRL2 ADORA1 ADORA2A ADORA3 ADRA2A ADRA2B ADRB1 ADRB2 AGTR1 AHR ANPEP APOH AR ASGR1 ASGR2 AVPR1A AXL B2M BDKRB1 BDKRB2 BMPR1B BRS3 C3AR1 C5AR1 CALCRL CCL13 CCL2 CCR1 CCR2 CCR5 CCR8 CCR9 CD14 CD163 CD180 CD2 CD247 CD27 CD300C CD3D CD3G CD4 CD40 CD5 CD5L CD6 CD69 CD72 CD79A CD79B CD80 CD86 CD8A CD8B CD96 CDK5R1 CDKN1A CFI CHRM1 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRNE CIITA CILP CLDN4 CNR1 CNR2 CNTFR CNTNAP1 CR1 CR2 CRLF1 CSF2RA CSF2RB CSF3R CX3CR1 CXCR2 CXCR4 CXCR5 CXCR6 DDR2 DRD3 DRD4 EDNRA EDNRB EFEMP2 EFNA4 EFNB3 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB6 EPOR ERBB2 ERBB4 EVI2A F3 FAS FCAR FCER1A FCER1G FCER2 FCGR1A FCGR2A FCGR3A FCGRT FGFR1 FGFR2 FGFR3 FLT3 FOLR1 FOLR2 FOLR3 FPR1 FPR2 FRZB FZD2 FZD5 FZD9 GABRB3 GABRE GABRG2 GABRG3 GABRP GABRR1 GALR3 GFRA3 GHR GHRHR GLRA1 GLRA2 GLRA3 GLYAT GP1BA GP1BB GPA33 GPLD1 GPR171 GPR182 GPR183 GPR37L1 GPR39 GPR65 GPR75 GPRC5A GPRC5B GRIK1 GRIK2 GRIK3 GRIN1 GRM2 GRM3 GRPR HBEGF HCAR3 HCP5 HCRTR2 HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HLA-G HRH1 HTR2B HTR3A HTR4 HYAL2 ICAM1 IFNGR1 IGLL1 IGSF6 IL10RA IL12A IL12RB1 IL13RA1 IL13RA2 IL15RA IL18R1 IL1R1 IL1RAP IL27RA IL2RA IL2RB IL2RG IL3RA IL4R IL6R IL6ST IL7R ITGA10 ITGA2B ITGA3 ITGA5 ITGA9 ITGAL ITGAM ITGAX ITGB2 ITGB3 ITGB5 ITGB6 ITGB7 ITGB8 KIR2DL3 KIR2DL4 KIR3DL1 KIT KLRC1 KLRC2 KLRC4 KLRK1 LANCL1 LDLR LEPR LGALS3 LGALS3BP LIFR LILRA1 LILRA2 LILRA3 LILRB2 LILRB3 LILRB4 LPAR1 LPAR6 LRP1 LRP2 LTBR MCC MERTK MPL MRC1 MS4A2 MST1R MUSK MYOC NCR1 NGFR NPR2 NPR3 NPY NPY1R NPY2R NR0B2 NR2F1 NR4A2 NRP1 NTRK2 NTSR1 OLR1 OPCML OPRK1 OPRM1 OXTR P2RX1 P2RX3 P2RY10 P2RY14 P2RY6 PDGFRA PDGFRB PDGFRL PDK1 PDK4 PGLYRP1 PLA2R1 PLAUR PLPP2 PPARA PPARG PRB4 PRKCA PRKCH PRKD1 PRPH2 PRSS12 PSG3 PTAFR PTGER1 PTGER2 PTGFR PTH1R PTH2R PTK7 PTPRC PTPRE PTPRF PTPRG PTPRH PTPRM PTPRN2 PTPRO PTPRR PTPRS RAMP3 RARA RARB RARG RGR RNASEL ROR1 ROR2 RORA ROS1 RRH RXRA RYR1 S1PR2 SELP SEMA4D SFRP4 SLAMF1 TACR3 TACSTD2 TEK TGFBR3 THBD TIE1 TIRAP TLR1 TLR2 TLR3 TMPRSS15 TMPRSS2 TNC TNFRSF10A TNFRSF11B TNFRSF13B TNFRSF17 TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFRSF8 TNFSF11 TRIB2 UNC13B VDR VIPR1 MODULE_272 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_272 ADH4 ALDH1L1 ALDH4A1 ALDOA BLVRB MTHFD1 MTHFD2 MTHFR ODC1 PAICS PYCR1 UMPS MODULE_273 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_273 ATP5F1B ATP5F1D ATP5F1E ATP5ME ATP5MF ATP5PO ATP6AP1 ATP6V0B ATP6V0C ATP6V1B2 ATP6V1F ATP6V1G1 BORCS8-MEF2B BTF3 CBFB CEBPB CEBPD ELF4 FOXO4 IRF1 KAT5 MAFG NDUFB3 NDUFB5 NDUFC1 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NFATC4 NFE2L1 NFKB1 NMI NR3C1 POLR2E POLR2F POLR2G POLR2I PPA1 RBPJ REL SNAPC1 STAT1 TSC22D1 TXNL1 UQCRB UQCRC1 UQCRC2 YBX1 MODULE_274 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_274 ABAT AMPH ANK3 APBA1 ASIC2 CBLN1 CHRM1 CHRM3 CHRNA7 CHRNB1 CHRNB2 CHRNB3 CHRNB4 CHRND CHRNE CNP CORT CPNE6 DLG4 DNM1 DOC2A DRD2 DRD3 DRD4 GABRA1 GABRA5 GABRB1 GABRB3 GABRE GABRG2 GAD1 GAD2 GALR3 GLRA2 GLRB GRIA2 GRIK1 GRIK2 GRIN1 GRIN2A GRM2 GRM3 GRM4 HCRT HTR2A HTR3A HTR6 HTR7 KCNK3 KCNMB1 KCNN1 KCNQ3 KIF5A MAPK1 MAPK8IP2 NCAM1 NOS1 NOVA1 NPTX1 NQO1 NTSR1 OPRK1 P2RX1 PNOC RAPSN SCN1B SCN2B SLC1A1 SLC1A3 SLC1A6 SLC6A2 SLC6A7 SLC6A8 SNAP25 SST SULT1A3 SYN1 SYN2 SYT1 SYT5 UNC119 VIPR1 MODULE_275 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_275 CD47 ITGA10 ITGA2 ITGA3 ITGA5 ITGA9 ITGAE ITGAL ITGAM ITGAV ITGB2 ITGB3 ITGB5 ITGB6 ITGB7 TNC MODULE_277 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_277 ABCB7 ANKRD17 ANKRD20A1 AVL9 CDKN2A-AS1 CENPT CILK1 CLASP2 CMPK1 CSNK1A1 DNAJA3 DR1 EPS15 FEM1B FUBP3 FUNDC2 G3BP2 GAPVD1 GTSE1 H2BC12 IFT46 IL21R INTS8 LNPEP LTN1 MAPK1 MBNL1 MC1R MIB1 NFYA NUFIP2 PAIP2 PAK2 POLR2M PRPF4B PUM2 RAVER1 RPE SCYL2 SLC16A1 SMAD5 SMC5 SP1 TAF2 TBC1D14 TENT4A THOC2 TMEM156 TRAM1 TRIM23 USP22 USP25 VCPIP1 ZMYM4 ZNF639 MODULE_278 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_278 ASNS CAD CDC34 CTPS1 FBXO21 GART GATB GCLC GCLM GMPS GSS HERC2 MTHFD1 MTHFS PAICS PCCB PRPS2 TRIP12 UBE2A UBE2C UBE2D1 UBE2D2 UBE2E1 UBE2G1 UBE2H UBE2K UBE2M UBE2N UBE2S UBE2V1 UBE2V2 UBE3C UBR5 WWP2 MODULE_279 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_279 AAGAB ACSL3 AK3 AKAP5 ANXA4 AP1S1 ARPC5 ATE1 ATG16L1 BET1L BHLHE41 BMP6 BOD1L1 BPHL CARD16 CCNB1 CCNG2 CCT6A CEBPD CISH CLSTN3 COL4A5 CRBN CXCL10 CYRIA CYTH1 DCAF10 DDX11 DDX17 DDX18 DHRS3 DHX34 DLX5 DMD DNAAF8 DNAJC9 DPP6 DSG2 DUSP4 ENOX1 ERCC3 ESYT2 FERMT2 FGF13 FLVCR1 FOSL2 FRG1 FRMD4A FUZ GABRE GALC GAS2 GCHFR GCLM GEMIN7 GRIN2C GTPBP3 H2AC18 HLA-DPA1 HOXD8 HS6ST1 HSPA1B IFI35 KCND1 KIF13A KRT19 LBP LEP LGALS8 LHX3 LIMK2 LZTR1 MAD2L2 MAP3K10 MAP3K2 MAP4K2 MBD5 MCTS1 MIEN1 MYO5B NBPF3 NDP NFATC4 NOL7 NUMA1 NUP210 OSBPL2 OSGIN2 PCCB PCTP PFKFB3 PILRB PLCL1 PLPP3 PMS2P1 PNLIPRP1 PPP1R11 PRG2 PRKAR2B PRSS1 PSEN1 PSMA3 PTHLH PTPRS PYROXD1 RDX RERE RPL13 RPL24 RPS18 RPS5 S100A12 SDHC SERPINA3 SIL1 SINHCAF SKIC2 SLC12A4 SMARCA5 SNED1 SNX2 SOX2 SP110 SPOCK2 SRPRB SYNGR1 SYT1 TFAP2B TGFB3 THEMIS2 TIMP1 TMEM143 TRIM33 TRIP4 VAV2 WNT3A YPEL3 ZEB1 ZNF224 ZNF292 ZNF587 MODULE_28 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_28 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB7 PSMC1 PSMC2 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 MODULE_280 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_280 ACE ADAM12 ADAM9 AFP ANPEP AOX1 BMP1 CA2 CA4 CA5A CP CRIP2 CRYZL1 ECEL1 FASN GALNT1 HS3ST1 LOXL1 LTA4H LTF MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP2 MMP23A MMP3 MMP7 MMP9 PAH PAM POLR2I PPP4C PTPRG PTPRZ1 SORD SUOX TF TRAF3 YY1 ZNF117 ZNF146 ZPR1 MODULE_281 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_281 ARF4 ARF5 CXCL1 DUSP14 DUSP5 DUSP6 FUBP1 GMFB HMGB1 HSPB2 KHDRBS1 MGST2 PPM1D PPP2CB PPP6C PRPSAP1 RAD23A RPA1 RPA2 RPA3 SCG5 SERPINB2 SSBP1 TRIM23 UBA2 XPC YBX1 ZEB2 MODULE_284 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_284 ABCC8 ACADL ASCC1 CHD9 CKMT2 CLN5 CSPG4 CUX1 DKC1 DLEU2 ECRG4 EPHA1 FAM3C FXN GABPB1 H1-3 HADHB ID2 IDO1 IGF1R INPP1 KDR MAP4K2 NR4A3 OSBPL3 PCSK6 PDE7A PGM3 PHLDA1 PLXNA1 PPIP5K2 PPP3CC RAP1GAP RHAG RPS6KA3 RSL24D1 SLC12A4 SLC1A3 SLC23A2 SLC35D1 SMPDL3A SYNC TCN2 UGGT2 ZWINT MODULE_285 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_285 AGTPBP1 AP1G2 ARMC8 ASB5 B4GALT1 B9D1 BORCS8-MEF2B BRF1 CACNB3 CDK2AP2 COL5A3 CPPED1 CTNS CYP2E1 DHRS3 DHX30 DNAJA3 EVPL FNBP1 GALC GCAT INTS2 KLK13 LAMP1 LIN37 METTL22 MTSS1 MYO15A OSGIN2 PALS2 PLXNA3 RAB40A RPL18 SCN1B SHMT1 SIPA1 SNCG SPOUT1 TBXAS1 TPTE2 TSC1 TSC22D3 TST UROS VNN1 ZBTB6 ZFHX2 ZMYM1 ZNF75D MODULE_286 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_286 ADH1A ADH1C ADH4 AKR1B1 AKR7A2 CBR1 CBR3 CRYZ CRYZL1 EHHADH FASN GPD1 HADHA HADHB HMGCR HPGD HSD11B1 HSD17B10 HSD17B2 HSD17B3 HSD17B4 HSD17B7 IDH1 IDH2 IDH3A IMPDH2 LDHA LDHC MDH1 MDH2 ME1 NSDHL SORD SPR TP53I3 UGDH XDH MODULE_287 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_287 ABCC6 AOC2 CDH3 CNGA1 CNGA3 COL11A1 COL18A1 CRB1 CRYAA CRYAB CRYGA CRYGD CRYM CRYZ CXCL8 CXCR2 CYP1B1 EDNRB EFEMP1 EML1 FBN1 GNAT2 GRM8 GUCY2D GUCY2F HTR2B KRT12 LUM MERTK MYOC OAT OPA1 OPN1SW OXTR P2RY2 PAX2 PDE6A PDE6B PDE6H PHYH PRB4 PROM1 PRPH2 RGS16 RS1 SIX6 SORD TACR1 TYR USH2A MODULE_288 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_288 ACKR1 AGTR1 AGTR2 ATP8A1 AVPR1A BDKRB1 BDKRB2 C3AR1 C5AR1 CCL13 CCR1 CCR2 CCR3 CCR5 CCR6 CCR8 CX3CR1 CXCL13 CXCR2 CXCR4 CXCR5 CXCR6 EDNRA EDNRB FPR1 FPR2 GNRHR GRPR NPY1R NPY5R OPRD1 OPRK1 OXTR TACR1 TACR2 TACR3 TSHR MODULE_289 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_289 ACKR1 ADCYAP1R1 ADGRB3 ADGRE1 ADGRL1 ADGRL2 ADORA1 ADORA2A ADRA2A ADRA2B ADRB2 AGRP AKAP12 AVPR1A BDKRB1 BDKRB2 C3 C3AR1 C5AR1 CCL17 CCL23 CCL3 CCR1 CCR2 CCR3 CCR5 CCR8 CHRM1 CORT CX3CR1 CXCL1 CXCL12 CXCL13 CXCL2 CXCL8 CXCL9 CXCR4 CXCR5 CXCR6 DEFB1 DEFB4A DGKA DGKI DRD3 ECEL1 EDN2 EDNRA EDNRB FPR1 FPR2 FZD2 FZD9 GABRA2 GABRA5 GABRA6 GABRG2 GALR3 GAP43 GCG GHRHR GIT2 GNA13 GNA14 GNA15 GNAI1 GNAL GNAO1 GPR17 GPR171 GPR182 GPR183 GPR37L1 GPR39 GPR65 GPR75 GRB14 GRB7 GRIK1 GRIN1 GRK1 GRK5 GRM2 GRM3 GRM8 GRP HCAR3 HCRTR1 HCRTR2 LANCL1 LPAR6 MS4A2 NMU NPY NPY1R NPY2R NTSR1 OPRK1 OR10H3 OR2F1 P2RY10 P2RY14 PDYN PLCB2 PNOC PRB4 PRKD3 PTAFR PTGER1 PTGER2 PTGER3 PTGFR PTPN6 RGR RGS16 RGS3 RGS4 RGS5 RIN1 S1PR4 SCG5 SCTR TACR3 TSHB UCN MODULE_29 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_29 DAP3 RPS10 RPS12 RPS13 RPS14 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS26 RPS27 RPS28 RPS29 RPS3 RPS4X RPS4Y1 RPS6 RPS7 RPS8 RPSA MODULE_291 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_291 ATP1B1 C3AR1 C5AR1 CCR1 CD14 CDH11 CDK10 COL1A2 CYP27A1 DEFA1 DHCR24 DNM2 DNTT DOK1 DUSP2 EDC4 ETS1 EYA2 FN1 FOXM1 FZD2 GDF15 GNA15 GRB7 HNF1A IER3 IFI27 IL2RB KDM5C LAG3 LGALS3BP LGMN LPCAT3 LTF MAN2B1 MGAT1 MMP12 MT1H MT2A MYL9 NINJ1 NNMT NRG1 ORM1 P2RX4 PDXK PIEZO1 PLD3 PLOD1 POMZP3 POSTN PPIB PRRX1 RAB31 S100A1 S100A9 SAA1 SECTM1 SEMA4D SOD2 SPI1 TAX1BP3 TBXAS1 TLR1 TRIP10 MODULE_292 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_292 ABTB1 ADAM19 ADGRE2 APOL3 AQP9 ATP2A3 AXIN1 BANK1 BLNK CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD19 CD2 CD200 CD22 CD24 CD27 CD37 CD3D CD48 CD5 CD72 CD74 CD79A CD79B CD86 CEBPD CNRIP1 CSF3 CTSL CXCL13 CXCL9 CYP1B1 DEFA1 DGKA FADS1 FAM53B FCRL2 FCRLA FOXP1 FPR1 GBP1 GBP2 GNLY HAUS6 HBA2 HELZ2 HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HVCN1 ICAM3 IFI35 IFI44 IFI44L IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFT70A IGHG3 IGHM IGKC IGLJ3 IGLL1 IL16 IL2RB IL3RA IL7R ISG15 KCNQ5 KCTD12 KIAA0753 KLRK1 LCK LGMN LIMD2 LPAR6 LSP1 MAL MECP2 MMRN2 MS4A1 MX2 MYCBP2 NEK11 NLRC5 OAS1 OAS3 P2RY10 PELI1 PLSCR1 PNMA8A POLR3B POU2F2 PPP1R16B PTPRCAP RRP15 RUBCNL SAMSN1 SDC2 SELL SERPINA5 SP140 SPIB ST6GAL1 STAG3 STK31 TCL1A THBS1 TNFAIP6 TNFRSF25 TNFSF10 TPTE2 TREM1 TTLL2 TXLNGY UCP1 UCP2 UNC5D UNC79 UNKL USP30 UTY VCAM1 XCL1 MODULE_293 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_293 B2M HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB4 HLA-DRB5 HLA-E HLA-F HLA-G MODULE_294 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_294 ACADL ACADM ACADS ACADSB ACADVL AMT CA2 CA5A CA6 CA8 CPS1 CTH DHODH DPYD GLUD1 HAL SDHC SRD5A2 MODULE_295 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_295 ACO1 ACO2 AUH CA11 CA2 CA4 CA5A CA6 CA8 CBS ECH1 ECHS1 EHHADH ENO2 FH HADHA HADHB PCBD1 PTPRG PTS UROS MODULE_297 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_297 ADRB2 AKR1C1 AKR1C3 ALDH1A3 ANGPTL4 ANXA8L1 AREG B3GNT5 BARX2 CA2 CALML3 CAV1 CAV2 CDH3 CLDN8 COL17A1 COL7A1 CSF2 CSTA CXCL1 CYP26A1 DMRT2 DSC3 DSP DST DUSP6 EFNB1 EIF2B3 F2RL1 FASN FBN2 FGFBP1 FXYD3 GABRE GJB5 GPX2 HAS3 ITGA6 ITGB4 KLHL13 KLK10 KLK5 KRT1 KRT13 KRT14 KRT15 KRT17 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LGALS7 LIPG LMTK3 MAOA MMP14 MRAP2 PGAP4 PI3 PPP1R14C PTGS2 PTHLH PTPRK ROPN1L S100A2 S100A8 S100A9 SAA1 SERPINB2 SERPINB5 SERPINE1 SPRR1B SPRR2C TENM2 TFPI2 TM4SF1 TP63 TRIM29 MODULE_298 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_298 DRD2 DSP INA KRT1 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT32 KRT33B KRT35 KRT4 KRT5 KRT6A KRT6B KRT7 KRT8 KRT85 KRT86 NEFL PTGDS SPRR1B MODULE_299 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_299 ATOX1 BAG1 BAG3 CANX CCT2 CCT6A CCT8 CDC37 CLN3 COX17 CRYAB DNAJA1 DNAJB2 ERP29 FKBP4 HSP90AB1 HSP90B1 HSPA1L HSPA5 HSPA8 HSPB1 HSPB2 HSPD1 HSPE1 KPNA2 LRPAP1 PDIA6 PPIA SERPINH1 TBCA TOMM34 TRAP1 TSC2 URI1 VBP1 MODULE_3 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_3 ABCF1 ACAT2 ACOT7 ACTN1 ACTR2 ADAM9 ADGRG6 AIMP2 AKAP12 ALCAM ALDH1A1 ANPEP ANXA1 ANXA2 ANXA3 AP1M1 APEX1 APOBEC3B APRT ARHGDIB ARPC1A ATIC AURKB BIRC2 BMP4 BOP1 BTG3 BUB1B BYSL CAD CALCRL CALD1 CALU CASP4 CAV1 CAV2 CAVIN1 CBX1 CBX3 CCL2 CCN1 CCNA2 CCNB1 CCNB2 CCND1 CCND3 CCNF CCNG1 CCT6A CD151 CD44 CD55 CDC123 CDC20 CDC25B CDC42EP1 CDH2 CDK1 CDK2 CDKN1A CDKN3 CDV3 CENPA CHAF1A CITED2 CKS2 CLTC CNN3 COL2A1 COL4A1 COPS2 COPS3 COPS5 COX7B CRIM1 CSE1L CTNNAL1 CTSC CYB5B CYFIP1 DAB2 DAP3 DBN1 DDX1 DDX21 DDX3Y DEGS1 DHX9 DLC1 DLGAP5 DNM2 DNMT1 DPYSL3 DTYMK DUSP14 DUSP6 EBP ECHS1 EEF1E1 EFEMP1 EIF3I EIF4EBP1 ELF4 EMP1 EMP3 ENG EPAS1 EPB41L3 EPHA2 ERF ESM1 EWSR1 EXTL2 F2R FADD FADS1 FADS2 FDFT1 FDPS FEN1 FERMT2 FGFR1 FHL2 FLII FLNA FN1 FOXM1 FST FSTL1 GALNT1 GBE1 GDF15 GGH GJA1 GJB1 GMFB GMPS GNG11 GNG12 GRN GSPT1 GYG1 H2AX H4C3 HNRNPA0 HOMER3 HPRT1 HSD17B10 HSF1 HSPG2 IARS2 IER3 IFI16 IGF2BP3 IGFBP2 IGFBP4 ILF3 IMMT INSIG1 IPO7 IQGAP1 IRAK1 ITGA5 ITGA6 ITGB5 ITPR3 KIF11 KIFC1 KRT18 KRT4 KRT7 LAMB1 LAPTM5 LDLR LMNB1 LMNB2 LOX LOXL2 LPCAT1 LPIN1 LSM1 LSM2 LSM3 LTBP2 MAD2L1 MAFF MAP4K4 MAPK6 MAPRE1 MBD4 MBNL1 MCFD2 MCM2 MCM3 MCM5 MCM6 MCM7 MDK MEST METAP1 MFAP2 MGLL MICAL2 MLLT11 MMP1 MRPL12 MRPL3 MRPL47 MSMO1 MTHFD1 MTUS1 MYBL2 MYO10 NAP1L1 NDUFA9 NDUFS2 NDUFS6 NHP2 NNMT NOLC1 NQO1 NUP205 PAICS PALM2AKAP2 PCBD1 PCLAF PCNA PDGFA PDLIM4 PDLIM5 PDLIM7 PECAM1 PES1 PGF PHLDA2 PIR PKIA PLAUR PLIN2 PLK1 PLK2 PLK3 PLOD2 PLS3 PLXND1 PNP POLD2 POLE3 PON2 PPP4C PPP4R1 PPP5C PROCR PRPF19 PRPSAP1 PRSS23 PSMA3 PSMA4 PSMB7 PSMC2 PSMC4 PSMC6 PSMD14 PSMD4 PSMD7 PSMG1 PTP4A1 PTPN12 PTPRK PTTG1 PTX3 QSOX1 RAB11A RAB13 RAB5C RAC2 RAC3 RALA RBBP7 RCC1 RCN1 RCN2 RGS4 RGS5 RHOG RND3 RO60 RPA1 RRM1 RRM2 RRP1B S100A11 SCHIP1 SCP2 SEC11A SEC13 SEC23A SEMA6C SERPINE1 SERPINH1 SFXN3 SGK1 SH3GL1 SHMT2 SLC16A3 SLC1A5 SLC25A1 SLC29A1 SLC39A7 SLC4A2 SLC7A5 SMAD3 SMARCA4 SMC4 SMTN SMURF2 SNRK SNRPB2 SNRPC SNRPF SOX4 SQLE SRGN SRP19 SRP54 SRPX SRSF2 SSBP1 SSR1 STAB1 STAU1 STEAP1 STK25 STMN1 SUZ12 SWAP70 TARBP2 TFDP1 TFPI TFRC TGFBR2 TGM2 THBS1 TK1 TM4SF1 TMED3 TMEM106C TMX1 TNFRSF10B TNPO1 TOMM34 TOMM40 TOP2A TPM1 TPM2 TPX2 TRAM2 TRIP13 TRIP6 TSPAN3 TWF1 TYMS UAP1 UBE2C UBE2J1 UBE2M UBE3C UBE4A UBN1 UCK2 UGCG UNG VAMP5 VAT1 VBP1 VDAC2 VWF WDR45B WWTR1 YWHAE ZDHHC3 ZKSCAN3 ZWINT ZYX MODULE_300 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_300 ADRA1A AHR CASP1 CASP14 CD14 CD2 CD38 CD40 CDK11A CRADD DAP DAP3 DAPK1 DUSP6 GPR65 HTRA2 IL18 IL1B IL2RA LTBR LY86 MAEA NFKBIA P2RX1 PDCD1 PEA15 RIPK1 STAT1 TNFAIP3 TNFRSF1B TNFRSF25 TRAF1 TRAF2 MODULE_301 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_301 ABCC5 ADA2 ADAM28 ADGRE2 ALOX5 AMD1 ANKRD28 ARHGAP25 ATP2A3 BACH2 BANK1 BCL2 BIN2 BLK BLOC1S5 C3orf36 CACNG4 CCDC186 CD200 CD24 CD5 CDC25B CMKLR1 CNR2 COA7 COL19A1 COL4A4 COQ9 CSMD2 CTLA4 CTSF CTSZ CXCR4 DBP DEFA1 DGKD DIRAS2 DLC1 DNAH11 DPEP2 FADS3 FAM200C FAM53B FANCF FCER2 FCMR FCRL1 FCRL2 FCRLA FGR FLRT2 FOXP1 G6PC3 GABBR1 GLRA3 HDAC9 HDLBP HEATR6 HIKESHI HLA-DRB3 HMGN3 HSD17B11 HVCN1 IGHG3 IGHM IL10RA IL1R2 IL24 IL4R IRF8 ITGB7 ITM2C KCNA3 KCNQ5 KIAA0753 KLHL41 LBH LRRC19 MAP2K6 MARCHF1 MECP2 MED12L MED25 MED29 MTBP MX1 NAALADL1 NACAD NEK11 NR2E1 NRIP2 NTRK3 OAS1 OSBPL10 P2RY10 PDE2A PLAC8 PLGLB2 PLGRKT PNRC1 POLR3B PORCN PRKCB PRMT3 PTCRA PTPN12 PTPRO RABIF RAPGEF6 RAX2 RCSD1 RIPK4 RIPOR3 ROR1 RPAP3 RSAD2 RUBCNL SEL1L SELP SHC2 SLC24A3 SLC27A5 SMCHD1 SOX6 SPATA20 SPINT2 SPON2 SPPL2A SPRR1A STK33 TAP1 TASL TCF7 TCL1A TMEM97 TNFAIP2 TOR1B TP53I13 TRAF3IP3 TRAPPC13 TRDD3 TSPAN32 TSPOAP1 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 VAV1 XIRP1 ZFHX2 ZFP36L2 ZNF292 ZNF395 ZNF423 ZNF587 MODULE_303 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_303 AKT1 BUB1 BUB1B CDC7 CDK1 CDK2 CDK3 CDK4 CDK5 CHEK1 CHUK CSNK1G2 DYRK1A ECHS1 MAP3K7 MAPK10 MAPK14 MAPK6 MARK3 NADK NEK2 NT5C2 PKN1 PLK1 PRKX PRPF4B TTK ULK1 MODULE_305 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_305 ACAT1 ACO1 ACO2 ACSM5 ALDH1A1 ALDH1B1 ALDH2 ALDH3A2 ALDH9A1 BBOX1 DBT ECHS1 EHHADH FH HADH IDH2 MDH1 MDH2 SHMT1 MODULE_306 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_306 ACO1 ACO2 ALDOA ALDOC ENO1 ENO2 FH GAPDH IDH1 IDH2 IDH3B IDH3G LDHA MDH1 PCK1 PCK2 PFKM PFKP PGAM1 PGK1 PKM SDHA SDHB SDHD SUCLG1 TPI1 MODULE_307 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_307 ATP1B1 ATP6AP1 ATP6V0B ATP6V0C ATP6V1B2 ATP6V1C1 ATP6V1E1 ATP6V1F COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A SURF1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 MODULE_308 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_308 AK3 ALKBH5 ATF6 ATP8B3 BIRC5 BST1 CCNB1 CCNE1 CDC25C CDK4 CDK6 CDKN1C COPS2 CORO1A DEPDC1 DNMT1 DOCK2 E2F1 FANCG FBXO5 FCGRT FOXM1 GFI1 GTF2F2 HERC2 HOXA7 INTS7 KDM5C LGALS1 LIPA LONP1 LPAR2 LRRCC1 MAP2K5 MAZ MED29 MIB1 MRGPRX4 MST1 MXI1 MYBL2 NCAPH NDUFB7 NFRKB PARP16 PDCD6IP PHKA2 PIR POLR2K PRPF38A PTPN9 SEL1L SETDB2 SH3BP1 SKIC8 SMARCA2 SNAPC5 SULT1A3 TACC3 TAFAZZIN TASL TBC1D14 TBRG4 TNFRSF10A TRAK1 TTC14 UBR7 UCK2 XRCC1 ZBTB33 ZNF267 MODULE_310 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_310 GCLC GCLM GGT1 GPX1 GPX2 GPX3 GSR GSTA2 GSTA3 GSTA4 GSTM1 GSTM2 GSTM3 GSTM4 GSTM5 GSTP1 GSTT1 GSTZ1 IDH1 MGST2 MGST3 NCF1C MODULE_311 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_311 AKR1C1 AKR1C2 ALOX5AP AMBP FTH1 HSP90B1 LCN2 PPBP RLBP1 SLC25A16 SLC25A5 SLC2A3 SLC2A5 TCN1 TNC UCP1 UCP2 VWF MODULE_312 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_312 BCAR3 BCL2A1 BCL2L1 BIK BIRC2 BIRC3 BIRC5 BNIP3 BNIP3L CCNB1 CCND2 CD2 CD69 CDC20 CDC45 CDK4 CDK6 CFLAR CLEC2B DNAJC3 DUSP6 E2F1 E2F3 EREG FAS FCER2 G0S2 GSPT1 IER3 IFITM1 IL1A IL1B LGALS3 MBL2 MKI67 MX1 MYBL2 NEDD9 NFKB1 NRAS PCNA PLK1 RAN SERPINB2 STK17B TNFSF10 UBE2V2 MODULE_313 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_313 AHNAK AP2A1 CACNG4 COA8 CRYZL1 EVI2B IGHM IGLJ3 INTS11 MGA NEUROD6 NUDT22 NUP107 PLEKHA1 PTGIS RGS5 WWC3 ZNF185 ZNF266 MODULE_315 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_315 BIRC5 BUB1 BUB3 CCNA2 CDC20 CENPE CENPF KIF11 KIF23 MAD2L1 NEDD9 TBCE TTK TUBA4A TUBB3 ZW10 MODULE_316 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_316 AQP4 AQP9 ASIC1 CACNB4 CACNG1 CHRNA2 CHRNA4 CHRNA7 CHRNB1 CHRNB3 CHRNB4 CHRNE CLCN2 CLCN6 CLCNKA CLCNKB CLIC2 CNGA3 FXYD1 FXYD2 FXYD7 GABRA1 GABRA2 GABRA5 GABRA6 GABRB3 GABRD GABRE GABRG2 GABRP GABRR1 GJB1 GJB5 GJC2 GLRA1 GLRA2 GLRA3 GRIA3 GRIK1 GRIK2 GRIK3 GRIN1 HTR3A KCNA1 KCNA6 KCNAB2 KCNB2 KCNC3 KCNE1 KCNH2 KCNJ11 KCNJ12 KCNJ2 KCNJ3 KCNJ4 KCNJ6 KCNK1 KCNK5 KCNMB1 MLC1 MS4A2 P2RX1 P2RX3 RYR1 RYR2 SCN1B SHROOM2 SLC14A2 SLC9A5 TPTE MODULE_317 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_317 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADIPOR2 AGAP2 AHNAK AKAP8L ALG6 ALKBH4 AMIGO1 AMOTL2 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DHODH DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FAR2 FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN GSTM1 HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1R2 IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NHSL3 NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPMAP2 SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 TIMELESS TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TMT1A TNFRSF13C TNFSF4 TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_318 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_318 BLM CHD3 CHD4 CITED2 DDX10 DDX11 DDX5 DHX9 ELOA ERCC3 FOS GTF2F2 HELZ JUNB MCM3 MCM6 MYCN RAD51 RAD51B RAD51C RAD51D RECQL4 STAT2 WRN XRCC3 XRCC5 XRCC6 ZNF254 MODULE_32 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_32 AARS1 ACTL6A AIMP1 APEX1 ARF4 ARF5 ARFIP2 BZW1 CARS1 CBX1 CBX4 CBX6 CELF2 CHAF1A CHD4 CIRBP CSTF2 DDX39B DDX3Y DFFA DHX30 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EFTUD2 EIF1 EIF2S1 EIF2S3 EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3J EIF4A1 EIF4A2 EIF4A3 EIF4B EIF4EBP1 EIF4EBP2 EIF4G2 EIF4H EIF5 EIF5A EIF6 ELOB ELOC ETF1 EWSR1 FBL FEN1 FMR1 FUBP1 FUS GEM GNA12 GNAI2 GNAS GNL2 GSPT1 GTPBP6 HDLBP HMGB1 HNRNPA0 HNRNPA1 HNRNPA2B1 HNRNPA3P1 HNRNPC HNRNPF HNRNPH1 HNRNPH2 HNRNPL HNRNPR HNRNPUL1 IGF2BP3 ILF2 KARS1 KHDRBS1 LSM1 MBD4 MRPL12 MRPL23 MRPL3 MSI1 NARS1 NCBP2 NCL NOLC1 NPM1 NUDT1 NUP42 OAS1 PABPC1 PABPC4 PCBP1 PCBP2 POLA1 POLR2G PSMA1 PUM1 R3HDM1 RAB10 RAB11A RAB13 RAB14 RAB2A RAB31 RAB5A RAB5C RAD23A RALA RALB RAN RAP1B RBM3 RBM4 RBM5 RBMS1 RBMX RHOA RHOH RIT1 RNASE4 RNASEH2A RNASET2 RNMT RO60 RPA1 RPA3 RPL11 RPL12 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL22 RPL23A RPL24 RPL26 RPL27A RPL29 RPL3 RPL31 RPL32 RPL35 RPL37 RPL38 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPN1 RPP38 RPS10 RPS11 RPS12 RPS13 RPS15 RPS15A RPS16 RPS17 RPS19 RPS2 RPS20 RPS23 RPS24 RPS25 RPS27 RPS28 RPS29 RPS3 RPS4X RPS4Y1 RPS6 RPS7 RPS8 RRAGA RTCA SATB1 SCG5 SEPTIN2 SEPTIN6 SF3A1 SF3A3 SFPQ SFSWAP SLBP SLU7 SMARCC1 SNRPA SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNRPN SNU13 SRP14 SRP19 SRP54 SRP9 SRSF10 SRSF11 SRSF2 SRSF6 SRSF7 SRSF9 SSB SSBP1 SUB1 SUCLG1 TIAL1 TMPO TRA2B TUBA3C TUBA4A TUBB3 TUBB4B TUFM U2AF1 XRCC5 XRCC6 YBX1 YBX3 ZC3H11A ZFP36 MODULE_320 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_320 BRCA1 CCNA1 CENPE DDX11 ESPL1 ILF3 KIF11 KIF23 MAPT MID1 MSH5 NCAPD2 NDC80 P3H4 PTTG1 RAD21 RAN SMC2 TTK ZW10 MODULE_321 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_321 ACO1 ACSL3 ACTG2 ACTN4 ADAM9 ADORA2B AGXT ALDH7A1 ANXA4 ANXA5 APLP2 ASAP2 BBLN BCKDHA BTG3 CAPN2 CASP4 CBR1 CBS CBX4 CCND2 CD44 CKAP4 CLIP4 CNN2 COL18A1 CORO1C CREG1 CTNNAL1 CTSC DCBLD2 DDX42 DEPDC1 DYRK3 EHD4 EPHA2 EXT1 FABP5 FAM3C FAS FERMT2 FKBP5 FOSL1 FOSL2 FOXD1 GBE1 GCLM GLDC GMEB1 GNG10 GSTP1 IFNGR1 INHBB ITGA3 ITGA5 ITGAV ITGB1 ITGB5 KANK1 KLF6 LDHA LPCAT2 LRP11 LRRC8A LRRC8C LTBP1 MLLT11 MT1G MT1H MYC MYH9 MYO1E NEK6 NFIL3 NRG1 NRGN NRP2 PALM2AKAP2 PDXK PHLDA1 PIR PLOD1 PLP2 PRNP PROCR PSMB8 PTPRE PTTG1IP PXN RIN1 RRAS S100A10 SEC23A SERPINB8 SHC1 SIGLEC7 SLC16A3 SLC1A5 SNAI2 SOAT1 SPATS2L TAX1BP3 TGFBR2 TNFRSF10B TRDMT1 TRIP6 TWSG1 VCL WASF1 WLS YBX3 ZNF106 MODULE_322 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_322 ACTR1B ADAM8 BCL2L1 BTN2A2 CDH4 CLP1 CTAG1B CTBS DARS1 DCBLD2 DRD4 EIF2B2 EIF3I F2 FMR1 GYPA HAAO HCCS HPS1 IFNAR2 IGBP1 INPP5K INSR IRF2 ITIH1 KCNA5 KRT1 KRT2 LGALS7 LIPE MICA MSX1 NCBP2 NR5A1 OTUD4 PDE4A PDK2 PFKFB3 PKP1 PREP PRRX2 PTPRG PTPRN RABIF RRH RTCA SLC12A2 SMAD7 SNRPD1 SNURF TARS1 THBS3 TM9SF1 TRO UBE2K UGCG USF1 WNT10B ZNF212 MODULE_323 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_323 ACAP2 ACBD3 AIMP1 ARID4B ATP6V1G1 BEX4 CAB39 CBX3 CDYL CWC15 DHX40 EEF1AKMT3 EIF2S3 FNDC3B GFM1 GMEB1 H2BC11 HMGN3 HNRNPH3 HSD17B12 JADE1 JMJD1C KHDRBS1 LACTB MAFF MORF4L1 MRPL20 NEPRO NSF NUP133 OGA ORMDL1 OSGEP PLEKHF2 POLR2K PURA RAB1A RALGDS RBPJ SACM1L SCRN1 SLC4A1AP SPAG9 ST13 TACC1 TAF9B TM9SF3 TMED9 TMEM69 TRAM1 TRO TTC17 TYROBP UGP2 VMP1 VTA1 ZFAND3 ZNF767P ZRANB2 ZYG11B ZZZ3 MODULE_324 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_324 ACSL1 ACSL3 ADAM9 ADGRE1 ADH1A ADH1C ADH4 ADH7 ADPRH AIF1 ALOX15B ALOX5 ALPI ANPEP ANXA1 ANXA2 ANXA3 ANXA4 ANXA5 ANXA8L1 AOC1 ARG1 BMP1 C1R C1S CA11 CA12 CA2 CA4 CALB2 CALML3 CALU CAPN2 CDH1 CDH13 CDH17 CDH2 CDH3 CDH5 CDH6 CHGA COMP CP CRB1 DGKA DSG1 DSG2 DSG3 EFEMP1 EFEMP2 ENPEP F10 F13A1 FASN FAT1 FBLN1 FBLN2 FBN1 FBN2 FCN1 FSTL1 GAS6 GSN ITGA2 ITGAL ITGAM ITGAX LAP3 LDLR LOXL1 LRP1 LTBP1 LTBP2 LTF MGP MID1 MMP1 MMP10 MMP12 MMP13 MMP14 MMP2 MMP3 MMP7 MMP9 MRC1 MST1 MT1G MT1H MT1L MT3 MYL12A NELL1 PAH PAM PFKP PLA2G10 PLA2G2A PLCG2 PLS3 PLSCR1 PPA1 PRF1 PROC RCVRN RET RGN RYR3 S100A10 S100A11 S100A13 S100A2 S100A3 S100A4 S100A7 S100A9 S100P SCG2 SCO2 SLIT2 SLIT3 SPARC SPARCL1 SPOCK2 TF THBD THBS2 THBS4 TNFAIP3 TNNC1 TNNC2 TP53I3 UMOD MODULE_325 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_325 APPBP2 AURKA BDH1 BRINP2 CCNG2 CDCA5 COX11 CXXC5 CYB5A CYP1A1 DECR1 DLGAP5 EDEM2 FADS2 FAM168A GPR160 GSDMB GSS HLF LAMP1 LRRC3 MAP4K2 MED24 MMP16 MRPL48 MSX2 NAAA NCOA3 NPY1R PCGF2 PDK2 PFDN4 PIP4K2B PMEPA1 POLD3 POLR2K PRIM1 RAB24 RBM38 SCGB2A2 SEMA4D SIAH2 SLC40A1 SPOP STK4 TFAP2C TOMM34 TP53INP2 TPX2 UBE2Z UCP3 UMPS VTA1 MODULE_326 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_326 AKR1C3 ALOX15 ALOX15B ALOX5 ALOX5AP CYP4F3 FASN HPGD LTA4H PRKAB2 PTGDS PTGIS PTGS2 MODULE_327 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_327 ACOX1 AGPAT2 AKR1C3 ALOX15 ALOX15B ALOX5 ALOX5AP COLGALT2 CYP2J2 FDXR HPGD HSD17B1 HSD17B4 HSD17B7 LTA4H MGST2 PCBD1 PTGDS PTGIS SCP2 UGDH MODULE_328 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_328 CD14 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB3 FOLR1 FOLR3 GLRA1 GLRA2 GLRA3 P2RX3 P2RX4 MODULE_329 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_329 ACTA1 ACTA2 ACTC1 ACTG2 ADAM12 AEBP1 ALDOA BDKRB2 CACNG1 CALD1 CASQ2 CHRNB1 CKMT2 COL6A3 CRYAB CSRP3 EDNRA FGF2 FHL1 FKBP1B FLII FXYD1 GJA1 GJA5 HRC IGF1 KCNH2 LAMA2 MYBPC1 MYF6 MYH11 MYH3 MYH7 MYL1 MYL4 MYL7 MYOD1 MYOM1 MYOM2 NEB NOS1 PLN PPP1R12B RYR1 SCN5A SGCG SPEG SSPN TNNI2 TNNT3 VIPR1 MODULE_33 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_33 ABCA4 ACP5 ACR ACTA2 ADARB1 ADCYAP1R1 ADH1A ADIRF ADM AKAP12 AKAP6 AKR1C3 ALOX15 ANK1 ANPEP APBA2 ARC ARHGAP22 ARHGDIG ARL4A ART3 ASAH1 ASPH ASS1 ATF2 AZGP1 BBC3 BCL6 BIK BLK BLM BORCS8-MEF2B BPI C3 C3AR1 C5AR1 C7 C8B CACNA2D1 CACNB3 CACNG1 CALD1 CAMP CAPG CCDC106 CCL17 CCL20 CCL21 CCL23 CCL5 CCNA1 CCNE1 CD1C CD24 CD247 CD27 CD36 CD6 CD70 CD79B CD9 CDC42EP1 CEACAM1 CFD CFHR1 CHGA CHIT1 CHKA CLC CLDN5 CLEC10A CLEC2B CNR2 CNTNAP1 COL6A1 COMP CORO1A COX7A1 CPA1 CPD CR2 CRYM CSH2 CSRP2 CTSH CTSL CXCL10 CXCL12 CYBB DCAF7 DEFB4A DELE1 DMAC2L DNM1 DRP2 DSG2 DTYMK DUSP4 EFTUD2 ELF3 ELF4 ELMO1 ELN EMP1 ENPP2 EPAS1 EPB42 EPHA2 EPHA4 EPOR ERBB2 ERF ESRRA ETS1 EVPL FAAH FABP4 FAT1 FBLN2 FCN1 FEZ1 FGFR4 FKBP1B FOSL2 FOXO4 FRZB FURIN FUT4 FXYD2 FYB1 GABRB1 GATA2 GCH1 GCNT1 GDF15 GHRHR GJA1 GJB1 GLI1 GLI2 GLRA2 GPR143 GPT GPX2 GRIK1 GSTM5 GTPBP1 GUCY1B1 H2AC6 HAL HBB HCAR3 HCK HK2 HMGCS1 HNF1A HOXA4 HOXB7 HRK HSPG2 HTR3A ID4 IFIT1 IGFBP6 IL1R1 INHA INPP1 INPP5A IRS1 ITGA5 ITGA6 ITGB7 ITIH1 ITPKB JAK3 KAT5 KCNAB2 KCNH2 KCNMB1 KCNQ2 KDM5D KIAA0040 KIF1A KIR2DL4 KIT KLF1 KLF4 KLHDC3 KLK6 KMT2A KRT13 KRT18 KRT4 KRT5 KRT7 KRT8 KRT81 KRTAP5-9 KYAT1 LAD1 LGALS3BP LGMN LILRB4 LIPA LMAN2 LNPEP LPCAT3 LRP1 LSP1 LST1 LTB LTBP1 LY6D MAN2A2 MAOA MAP7 MAPK10 MAPK11 MAPK12 MAPK4 MAPK7 MAPK8IP2 MARCKS MAT1A ME3 MERTK MEST MFAP2 MKI67 MLLT11 MMD MMP1 MMP9 MSLN MUC1 MX1 MYH2 MYH7 MYL1 MYL2 MYL4 MYL9 MYOG NAB2 NEB NF2 NFIX NFKBIL1 NGF NKX2-1 NKX3-1 NOS1 NPAS1 NPRL3 NRG1 NTN3 NTSR1 OPRK1 P2RY14 P3H4 PAFAH1B3 PBX2 PCOLCE PDCD1 PDGFRA PDZK1IP1 PF4 PFKFB3 PFN2 PHLDA2 PKD1 PLCB3 PLOD2 PLXNB1 PMEL PMVK POMZP3 PON2 POU3F1 PPBP PPOX PPP5C PRAME PRB4 PRPH2 PRR4 PRRX1 PRSS8 PSG6 PTAFR PTH1R PTK7 PTMS PTN PTPN3 PTPRH PTPRS PTX3 RAB11B RAC2 RAD9A RAPSN RBMY1A1 RFC2 RGS3 RIMS3 RIN1 RORA RPS4Y1 RPS6KA2 RRM2 RUNX1 RXRA RXRG S100A3 SCN4A SCNN1A SCNN1B SDS SECTM1 SELENOP SELL SERPINA7 SERPINB9 SGCA SHMT1 SLC12A4 SLC19A1 SLC1A6 SLC20A1 SLC28A1 SLC7A6 SLPI SMAD3 SOD2 SOD3 SPARC SPOCK1 SPOCK2 SPRR1B SPTLC2 ST3GAL4 STAB1 STS TAGLN TCEA2 TCIRG1 TCL1A TCN2 TEAD4 TESK1 TFF1 TFF3 TGM3 THBS1 THRA TK2 TLE1 TLE3 TMEFF1 TMSB15A TNFAIP2 TNFAIP6 TNFRSF1A TNNI1 TNNT1 TNNT3 TP53I11 TPBG TPM2 TPSAB1 TRIB2 TSPAN7 UBE2H UCHL1 UCK2 UGT8 VWF WASHC5 WT1-AS XK ZBTB48 ZFP36L2 MODULE_330 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_330 ACTA1 ACTC1 CACNG1 CALD1 CHRNB1 CKMT2 CLCN1 CRYAB CXCL12 DSTN FKBP1B FLII FXYD1 GJA1 GJA5 GNAO1 GSN HRC KCNA1 MYL3 NOS1 OXTR PLN RYR1 SSPN TMSB4Y TRDN VIPR1 MODULE_331 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_331 ABCB10 ACOT13 ACTR6 ADAM30 ADNP2 AMH AP4B1 APC APPBP2 ARHGAP26 ARRB2 ATAD2B ATP5IF1 BRCA2 C1orf35 CFDP1 CPNE7 CSDE1 CTSB ECEL1 EIF3J EIF4B FAM53B FAN1 FANCA GABPB1 GOLPH3L GZMA HBG1 HCN3 HEATR6 HELQ HIPK1 HIRA HMBS HNRNPLL HNRNPU HOMER1 L3MBTL2 MRC2 MRPS36 MYH14 NOLC1 NUDT16L1 NUP88 OR2I1P PFDN4 PLEKHF2 PPA1 PPA2 PPM1E PRMT6 PSMD6 PYGO2 RAD51C RSBN1 SERF1A SLC43A3 SP1 SRPRB STON2 SULT1A3 TDG THOC1 THOC2 THUMPD1 TP53INP1 TRIM23 UCHL5 USP8 VTCN1 WNK2 ZNF146 ZNF770 ZNF777 MODULE_332 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_332 ARGLU1 CASP3 CUL4A DCAF8 DGCR5 DIS3 EML4 ERCC5 EWSR1 GTF2F2 GTF3A HAUS1 HMGB1 HSPBP1 ILF3 IPO5 ISG20 MFHAS1 MKI67 MYC NAA16 NPPA NR4A1 NUFIP2 OBI1 PCBP2 PIBF1 PUM2 RB1 RBM39 RRM1 SNX4 SRSF6 SRSF9 STK24 SUCLA2 SUPT20H TINCR TPP2 TXNDC16 UCHL3 USPL1 WDR47 XPO4 ZBED5 MODULE_333 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_333 ABCA7 ACP2 ALDH1B1 ASB16 ATP7B AZGP1 CELSR2 CFI CHCHD6 CRY1 EPHX2 GCSH GPD1 HLA-DRB4 HMGN2 IGF1 KHK MIF4GD MIS18A NDUFAF3 NOS1 PLEKHB2 RMDN3 SOD1 TRPM1 UQCC2 YTHDF2 ZC3H3 ZNF559 MODULE_334 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_334 AAGAB ACSL3 AK3 AKAP5 ALG13 ANXA4 AP1S1 ARPC5 ARPP19 ATE1 ATG16L1 ATXN3 BAIAP2 BET1L BHLHE41 BMP6 BOD1L1 BPHL C2 CACNA1C CARD16 CCNB1 CCNG2 CCT6A CEBPD CISH CLSTN3 COL4A5 CPA2 CRBN CXCL10 CYRIA CYTH1 DCAF10 DDX11 DDX17 DDX18 DHRS3 DHX34 DLX5 DMD DNAAF8 DNAJB1 DNAJC9 DPP6 DSCC1 DSG2 DUSP4 ENOX1 ERCC3 ESYT2 F7 FERMT2 FGF13 FLI1 FLVCR1 FOSL2 FRG1 FRMD4A FUZ GABRE GALC GAS2 GCGR GCHFR GCLM GEMIN7 GRIN2C GRK5 GTPBP3 H2AC18 HLA-DPA1 HOXD8 HS6ST1 HSPA1B IFI35 JUND KCND1 KIF13A KRT19 LBP LEP LGALS8 LHX3 LIMK2 LLPH LZTR1 MAD2L2 MAP3K10 MAP3K2 MAP4K2 MBD5 MCTS1 MIEN1 MYO5B NBPF3 NDP NOL7 NUMA1 NUP210 OSBPL2 OSGIN2 PCCB PCDH1 PCTP PFKFB3 PILRB PLCL1 PLPP3 PMS2P1 PNLIPRP1 PPP1R11 PRG2 PRKAR2B PRSS1 PSEN1 PSMA3 PTHLH PTPRS PYROXD1 RAB3GAP2 RDX RERE RHOH RNF139 RPL13 RPL24 RPS18 RPS5 S100A12 SDHC SERPINA3 SERPINB5 SIL1 SINHCAF SKIC2 SLC12A4 SLC5A1 SMARCA5 SNED1 SNX14 SNX2 SOX2 SP110 SPOCK2 SRP72 SRPRB SYK SYNGR1 SYT1 SZRD1 TFAP2B TGFB3 THEMIS2 TIMP1 TMEM143 TRDN TRIM33 TRIP4 VAV2 WNT3A YPEL3 ZEB1 ZNF224 ZNF292 ZNF587 MODULE_335 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_335 ALAD ALAS1 BAAT COX10 DCT DDT FECH GCLC HMBS HMOX1 HMOX2 PMEL TYR TYRP1 MODULE_337 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_337 ACLY ADSL AHCYL2 ALG3 ALMS1 ANKEF1 ARHGAP11A BYSL CABYR CD70 CDC45 CENPF DDX21 DLEU2 DONSON E2F1 GMNN GPSM2 HDAC2 HLCS HPRT1 IER3 IFRD2 ILF3 KCNN4 MAS1L MDC1 MDM1 METAP1 MRTO4 NCAPD2 NFYA NME1 NME2 NUP155 NUP205 NUP50 NUP88 ORC1 PADI3 PLEKHA8 PLGRKT PLK4 PMCHL1 POLA1 PRPF38A PRPS2 RAB6B RFPL3S RRM1 RRM2 SAC3D1 SEMA4B SLC25A37 SLC30A10 SNRPA SPEF2 SRPK1 UCK2 UTP18 ZBTB5 ZIC2 ZNF490 ZNF706 MODULE_340 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_340 APOA4 ARSB BMAL1 CCDC106 CKMT1B CREG1 CTSA CTSK FANCC GCNT1 GH2 H3C10 HAO1 IGLL1 KCNA1 LRRC17 MX1 NFKB2 NR2C2 PCSK2 PDE1A SCGB2A1 SERPINB3 TNF TOE1 ZNF415 MODULE_341 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_341 ACSL3 AIG1 ALDH3A1 ANKRD2 ASAP2 ASPSCR1 B3GNT5 BFSP2-AS1 BTG3 CAMSAP2 CARF CD226 CEBPB CFAP44 CLN5 COMMD4 CPA1 CRYBG1 CTAGE1 DLGAP3 DMRT1 EAF2 FABP3 FBN3 FUT1 FZD5 H1-1 HAGHL HOXB2 HRG HYAL3 IPP IQGAP1 KATNAL2 KCNJ1 KLRA1P KRT35 LMAN1L LPCAT2 LTBR M1AP MAK MAP7D3 MINK1 MLC1 MT1X NOD2 OLFM4 OSBPL10 PARP8 PBX4 PCIF1 PCYT1A PDE10A PIGL PKD2L1 PRKG2 PSME4 PTK7 RAPSN RNASE2 RNF133 S100A10 S100A11 SCPEP1 SERPINB7 SLC10A1 SLC16A2 SLC38A2 SLC38A3 SLC7A5 SLC9A1 SLC9A6 SPATA31A7 SRSF12 TGM1 TMEFF2 TRMT1 TSNAXIP1 XPR1 YJU2 ZBTB3 ZFP36L1 ZNF608 MODULE_342 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_342 ADIRF AGR2 AIFM2 AJUBA AKR1C1 ALPL ANK3 ANXA9 APOA1 ARHGEF5 AZGP1 B3GNT3 BACE2 BMP4 C4B C4BPB C4orf19 CA11 CALML3 CAMKV CAVIN1 CCDC68 CCL15 CD24 CD4 CDCA5 CDH1 CDH10 CDH17 CDH3 CDKN1A CDKN2A CEACAM6 CHODL-AS1 CLDN4 CLDN7 CLU CNKSR1 CRABP2 CTSE CUX2 CXCL14 CYB5A CYP26A1 CYP3A5 DDX11L2 DEFA3 DLK1 DNAJA4 DNMT3B DSP DZANK1 E2F8 ECM2 EGLN3 ELF3 EPCAM EPHA2 EPS8L2 F11R F2RL1 FAM83D FAT1 FBLIM1 FBP1 FGG FMOD FOLR1 FOXA1 FOXA3 FXYD3 FZD3 GAL GALNT3 GATA3 GDA GGT1 GINS1 GPC1 GPR160 GPRC5A GPRC5B GPRC5D GPX2 GPX3 GRB7 GRTP1 GSTM1 GSTM2 GSTM4 H19 H2BC21 HLA-DRB5 HOOK1 HPGD HSPB8 HYAL1 IGFBP1 IGFBP2 IL1RN KIAA0040 KLF8 KRT14 KRT17 KRT18 KRT19 KRT5 KRT6A KRT6B KRT7 KRT8 LAD1 LAMC2 LAMP5 LGALS3BP LGALS4 LILRB4 LIPG LMTK3 LRRC37A4P LRRC4 LRRC61 LTF LYZ MAL2 MAP7 MIPOL1 MLPH MMP7 MST1R MTARC1 MUC1 MUC13 MYL9 MYO10 MYO6 NBL1 NCF1C NEBL NEK3 NGFR NHERF1 NUP210 OCLN OLFM2 PCDHB5 PELI1 PGAP4 PLA2G2A PLBD1 PPARGC1A PPL PPP1R14C PRMT6 PRR15L PRSS2 PRSS23 PRSS8 PSG5 PTGFRN PTPRF PXMP4 RAB25 REEP6 REG1B RERG RHOBTB1 RNF43 RTKN S100P SCNN1A SDC1 SEC22C SELENBP1 SERPINB6 SH2D4A SLC25A18 SLC38A1 SLC5A4 SLC8A3 SLPI SORBS1 SPINT2 SPON1 SSH3 ST3GAL5 STMN1 STXBP6 SYT17 TACSTD2 TAGLN TAGLN3 TENM1 TMEM98 TNFRSF10A TP53I3 TRPS1 TSC22D3 TSKU TSPAN8 TSSK1B UBXN6 UGT1A1 VAV3 VWA1 WFDC2 WLS WWC1 XDH ZBED3 ZFP36L2 ZFP41 ZKSCAN3 MODULE_343 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_343 ACADM ACADSB ACADVL ACO1 ACO2 AMT CA11 CA2 CA4 CA5A CA6 CA8 CBS CPS1 ECH1 ECHS1 EHHADH FH GLUD1 HADHA HADHB HAL PCBD1 PTS UROS MODULE_345 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_345 ABTB1 ADAM19 ADGRE2 APOL3 AQP9 ATP2A3 AXIN1 BANK1 BLNK BST2 CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD19 CD2 CD27 CD37 CD3D CD5 CD74 CD79A CD79B CD86 CEBPD CNRIP1 CSF3 CTSL CXCL9 CYP1B1 DEFA1 FADS1 FAM53B FCRL2 FCRLA FOXP1 FPR1 GBP1 GBP2 GNLY GSTM2 HBA2 HELZ2 HLA-A HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HVCN1 IFI27 IFI35 IFI44 IFI44L IFIT1 IFITM1 IFITM3 IFT70A IGHG3 IGHM IGKC IGLJ3 IGLL1 IL2RB IL3RA IL7R ISG15 KCNQ5 KCTD12 KIAA0753 KLRK1 LGALS3BP LGMN LIMD2 LPAR6 MAL MECP2 MS4A1 MST1L MX1 NEK11 OAS1 OAS3 P2RY10 PARP14 PELI1 PNMA8A POLR3B POU2F2 PPP1R16B RNF31 RRP15 RSAD2 RUBCNL SAMSN1 SDC2 SELL SERPINA5 SLC22A23 SPIB STAT1 STK31 TAP1 TCL1A THBS1 TNFAIP6 TNFRSF25 TNFSF10 TPTE2 TREM1 TTLL2 TXLNGY UBE2L6 UCP1 UNC13B UNC5D UNC79 UNKL UTY ZNF436 MODULE_346 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_346 ARSA ASAH1 B4GALNT1 GM2A GPX4 HEXA HEXB IMPA1 NSMAF PLA2G5 PLCD1 PLCG2 PLD1 PRDX6 PSAP SMPD1 UGCG MODULE_349 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_349 ALDH1L1 BHMT CAD COMT DNMT1 FTCD GAMT GART GATM GCSH HNMT ICMT NNMT PJA2 SHMT2 TRDMT1 TRMU MODULE_35 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_35 AARS1 CARS1 EPRS1 GARS1 HARS1 HARS2 IARS1 KARS1 KHSRP LARS2 LIG1 NARS1 QARS1 SARS1 VARS1 YARS1 MODULE_350 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_350 ABCA3 APBA3 ARSA BAG6 BTG1 CCDC148 CLPTM1 CTSL DNMBP DXO DYNC2I2 DYRK1A ECI1 EFNB1 EIF2S1 EWSR1 F11R FAHD2A FAM89B FOXM1 FXYD3 HBB ITPKC LAPTM4B LTBP2 MCRIP2 MON1B MRPL4 MRPL46 MRPS12 NR1H2 NUCB1 PLD3 PLEKHH3 PLOD2 POLR2E RAB24 RHBDD3 RNF126 RNF181 RNF7 RPRD1B SBF1 SDC2 SERPINB3 SF1 SNRNP70 SNW1 SREBF1 SULT1A2 SURF1 TAF6 TMED3 TMEM134 TMEM63B TRIM27 TSPAN4 TTTY6 ZMPSTE24 MODULE_352 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_352 CLIC1 CSE1L IPO7 KPNA1 KPNB1 NUP107 NUP153 NUP88 RAN RANBP2 SNUPN SUMO1 TMPO TNPO1 TNPO2 TPR XPO1 MODULE_354 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_354 AHCY ALDH1L1 CA1 CA2 CA3 CA4 CA5A CA6 CA7 CA8 CBS CTH MTHFD1 OAT PAH PTPRG PTPRZ1 SDS MODULE_355 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_355 BAG1 BAG3 CANX CCT2 CCT6A CCT8 CDC37 COX17 CRYAB DNAJA1 DNAJB1 DNAJB2 FKBP4 HSP90AB1 HSP90B1 HSPA1L HSPA5 HSPA6 HSPA8 HSPB1 HSPB2 HSPD1 HSPE1 LRPAP1 PPIA TBCA TRAP1 TSC2 URI1 MODULE_356 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_356 ACACB ACTA1 ADA ALG12 ATG5 AUP1 AVL9 BMP2 CBY1 CC2D2A CCDC88A CCN3 CD14 CD40 CDC42SE2 CHORDC1 CHRNA1 CKB CLIC4 CRNKL1 CTNNAL1 DBNDD1 DCTPP1 DHODH DLK1 DLL1 EFTUD2 EID1 ELK1 ELL ELMO2 ENAH EPS15L1 EXOSC4 FADS1 FKBP1B FOXS1 GABRA2 GATAD2A GATM GC GJA5 GLRX GNAI1 GPER1 H3-3B H4C14 HOXC4 HYOU1 IFT88 IL1R1 ITGA8 JAG1 KLF1 KLHDC10 KLK6 KPTN LAMTOR1 LEAP2 LIMCH1 LIMS3 LSM14A LYN MAPK4 MAPT MARCKS MARF1 ME2 MECP2 MGAT3 MKNK2 MPPE1 MTMR2 MYLK2 MYO1C NCK1 NF2 NINJ1 NNT NPRL3 NUP54 NXN OXR1 PCGF3 PFDN4 PHRF1 PICALM PIF1 PLAGL2 PLAUR PLPBP PNLIP POFUT1 PON3 PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PSMD2 PTBP1 PTGER3 PTMA R3HDM1 RABIF RHAG RNASEH2C RNF11 RNF4 ROPN1 RPL10 RPLP2 RXRB SARM1 SEPHS1 SETDB1 SLC20A1 SLC25A1 SLC25A16 SLC25A37 SLC9A1 SMC1A SMYD5 SREBF1 SRP14 SSR3 SZT2 TAGLN3 TBC1D2B TECPR2 TGFB1 THOP1 THY1 TIE1 TMEM97 TNFRSF14 TRAF6 TRAM1 TRIM4 TRMT11 TSPAN18 TXNDC16 TYMP VASH2 WNT5B WWP1 WWTR1 ZNF217 ZNF423 ZNF667 MODULE_357 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_357 ADRB2 AKR1C1 AKR1C3 ALDH1A3 ANGPTL4 ANXA8L1 AREG B3GNT5 BARX2 CA2 CALML3 CAV1 CAV2 CDH3 CLDN8 COL17A1 COL7A1 CSF2 CSTA CXCL1 DMRT2 DSC3 DSP DST DUSP6 EFNB1 EIF2B3 F2RL1 FASN FBN2 FGFBP1 FXYD3 GABRE GJB5 GPX2 HAS3 ITGA6 ITGB4 KLHL13 KLK10 KLK5 KRT1 KRT13 KRT14 KRT15 KRT17 KRT19 KRT5 KRT6A KRT6B LAMA3 LAMB3 LAMC2 LGALS7 LIPG LMTK3 MAOA MMP14 MRAP2 PGAP4 PI3 PPP1R14C PTGS2 PTHLH PTPRK ROPN1L S100A2 S100A8 S100A9 SAA1 SERPINB2 SERPINB5 SERPINE1 SPRR1B SPRR2C TENM2 TFPI2 TM4SF1 TP63 TRIM29 MODULE_358 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_358 AEN AGO2 ANKRD20A1 ANKRD44 AP1G2 APOA2 ARL8B BET1L C12orf43 C1orf159 C2CD5 CD164 CD69 CRIP2 CRKL DBF4 DDX49 DHX15 DNAJC5B EAF1 EIF2AK3 FEM1A FMNL1 FYTTD1 G3BP2 GLCCI1 HLA-DRB3 HOXA7 INSIG1 INTS7 IRS2 KBTBD8 KLF10 KLHL15 KLRA1P LBH LBR LIPA LPP MARCHF6 MIOS MUS81 NFKBID NMD3 NOC3L NOX4 NR4A2 NSUN2 NUP205 OGA ORAI2 P2RY8 PELI1 PKD1 PMAIP1 PPP4R3B PPTC7 PTPN11 RAB8B RNGTT SBNO1 SEC16A SGCD SNRNP200 SNX9 STARD4 STK10 STK4 SYNE2 TACC1 TAF1D TAGAP THOC7 TLE4 TRAK1 UBR7 ULK4 WDR75 WSB1 ZMIZ2 MODULE_36 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_36 ABAT ACOT13 ACOX1 ACVR2A ADAM10 ADNP2 AGA AGGF1 ALKBH1 AMPH AMY2B ANP32E ARF6 ARIH1 ARPP19 ASH2L ATP2B4 ATP5MG ATP5PB ATP6AP2 ATP6V1C1 BARD1 BAZ1A BCAR3 BORCS8-MEF2B BRD1 CA5BP1 CASP9 CBL CBS CBY1 CCNG1 CDKN1B CDS2 CELSR3 CENPC CLASRP CLP1 COG5 COQ2 CRABP2 CREBL2 CSRNP2 CTBS CYB5B DAPK1 DHRS12 DLAT DYNC2LI1 E2F3 EED EEF1E1 ETV5 EXOSC10 FKBP5 FLAD1 FLRT2 FPGT GALC GPRC5B GTF2B GTF2H1 GUCA2B GUCY2D GUSBP14 H1-3 HAT1 HNMT HOPX HRG HSPA13 ISCA1 ITGB1BP1 KCNK1 KLHL20 KLK6 KRR1 KRT15 LPIN2 MAGI2 MBD1 ME2 ME3 MED1 MEIS2 MMP9 MORC2 MTMR11 NCF2 NCOA2 NECTIN3 NFYA NINL NIPBL NSMAF NUP88 ORC5 PARG PCNA PDE4D PER2 PEX2 PHF3 PHYH PIAS3 PIBF1 PLAGL2 PLXNC1 POLR3C POLRMT PPM1A PPM1B PRH1 PROM1 PROS1 RAB3GAP2 RALGPS1 RBBP6 RBM12 RCN2 RNASE2 RNF114 RPGR RRM1 SCYL3 SKIC3 SLC25A12 SLC26A2 SLC27A2 SLC35D1 SNRNP40 SNRPD3 SNTA1 SPEN SPIB SRPK1 SRSF3 STX8 SURF2 SYMPK TCAF1 TCFL5 TDG TEP1 TJP2 TM2D1 TMEM131L TP53TG1 TRAK1 TRIM23 TRIP12 TSN TTLL4 UBE2E1 UCHL3 UPF2 USP2 ZNF117 ZNF189 ZNF646 ZNF821 ZSCAN9 MODULE_360 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_360 DNASE1 DNASE1L1 DNASE1L3 FEN1 NTHL1 OGG1 PPP1R8 RNASE1 RNASE2 RNASE3 RNASE4 RNASE6 RNASEH1 RNASEH2A MODULE_361 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_361 ABCC5 ADA2 ADAM19 ADAM28 ADGRE2 ALOX5 AMD1 ANKRD28 APOBEC3G ATP2A3 AXIN1 BACH2 BANK1 BCL2 BIN2 BLOC1S5 BTG2 C3orf36 CACNG4 CCDC186 CD200 CD24 CD37 CD48 CD5 CD53 CMKLR1 CNR2 COA7 COL19A1 COL4A4 COQ9 CSMD2 CTLA4 CTSF CTSZ CXCR4 DBP DEFA1 DGKD DIRAS2 DNAH11 DPEP2 FAM200C FAM53B FANCF FCER2 FCMR FCRL1 FCRL2 FCRLA FGR FLRT2 FOXP1 G6PC3 GABBR1 GLRA3 HDAC9 HEATR6 HIKESHI HLA-DRB3 HSD17B11 HVCN1 ICAM3 IGHG3 IGHM IL10RA IL24 IL4R IRF8 ITGB7 ITM2C KCNA3 KCNQ5 KIAA0753 KLHL41 LBH LRRC19 MARCHF1 MECP2 MED12L MED29 MTBP MX1 NAALADL1 NACAD NEK11 NR2E1 NRIP2 OSBPL10 P2RY10 PDE2A PLAC8 PLCL2 PLGRKT POLR3B PORCN PRKCB PRMT3 PTCRA RABIF RAPGEF6 RAX2 RCSD1 RIPK4 RIPOR3 ROR1 RPAP3 RSAD2 RUBCNL SEL1L SELP SEPTIN6 SHC2 SLC24A3 SLC27A5 SMCHD1 SOX6 SP140 SPINT2 SPON2 SPPL2A SPRR1A ST6GAL1 STK33 TASL TCF7 TCL1A TMEM97 TNFAIP2 TOR1B TP53I13 TRAPPC13 TRDD3 TSPAN32 TSPOAP1 TTLL2 TXLNGY TXNIP UNC5D USP2 UTY VANGL1 ZFHX2 ZFP36L2 ZNF292 ZNF395 ZNF423 ZNF587 MODULE_362 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_362 ANGPT1 ANPEP CXCL8 EPAS1 FGF1 FGF2 FGF6 IL18 JAG1 KDR MFNG MMP19 NRG1 NRP1 PBX3 PTPRR TBXT TNFAIP2 TNFSF12 VEGFC VEGFD MODULE_363 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_363 ALDH7A1 ATP5F1B ATP5F1E ATP5ME ATP5MF ATP6V0B ATP6V0C ATP6V1B2 ATP6V1G1 BTF3 CCNG1 CDH3 CEBPB CRAT CRYZ DPP4 EEF1A2 FN1 GLB1 HADHA IGF2BP3 IRF1 MAFG NDUFB3 NDUFB5 NDUFC1 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 PEX19 PGRMC1 POLR2F POLR2I PPA1 PPL PRKAR1A RBPJ RPL15 SEM1 TPI1 TRPC1 TXNL1 UQCRB UQCRC2 YBX1 MODULE_366 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_366 ACADL AGTPBP1 ASB5 B4GALT1 B9D1 BORCS8-MEF2B COL5A3 CPPED1 CTNS CUX1 CYP2E1 DHRS3 DHX30 ECRG4 EPHA1 EVPL ID2 LIN37 MYO15A OSBPL3 PALS2 PLXNA1 RAP1GAP SCN1B SHMT1 SIPA1 SLC12A4 SNCG SPOUT1 TSC1 UROS VNN1 ZMYM1 MODULE_367 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_367 AGTR1 AVPR1A BDKRB1 BDKRB2 C3AR1 CCKBR CCR1 CCR2 CCR5 CXCL13 CXCR2 CXCR4 DGKA DGKI EDNRB F2RL2 GAP43 GNA15 HTR2B LPAR1 LTB4R OXTR P2RY1 P2RY2 P2RY6 PLCD1 PRKD3 RHO SAG MODULE_368 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_368 CHRNE SLC10A1 SLC10A2 SLC12A1 SLC12A3 SLC15A1 SLC16A2 SLC16A4 SLC16A6 SLC16A8 SLC17A2 SLC17A3 SLC34A1 SLC6A1 SLC6A3 SLC6A4 SLC6A7 TTR MODULE_37 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_37 AASS ABCC1 ABI3 ABL2 ACKR1 ACSBG1 ACTR6 ACVR1 ADIPOR2 AGAP2 AKAP8L ALDOA ALG6 AMIGO1 AMZ2 ANKRD1 ANKRD13A ARHGAP15 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 BAG3 BAIAP3 BARD1 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BEND5 BFSP2-AS1 BHMT2 BMX BPIFA1 BPTF BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C21orf62 CACNA2D3 CAND1 CAPRIN1 CCAR2 CCBE1 CCDC102A CCDC134 CCDC81 CCDC85C CCDC90B CCNG1 CCNH CCNL1 CD1A CD1D CD302 CD8A CD9 CDH13 CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CENPK CEP162 CEP55 CHAF1A CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLEC2B CLUH CMTM6 COCH COL6A3 COPE COQ8A CORIN CPNE1 CSF1 CSGALNACT2 CST1 CTSZ CUL9 CXCL8 CYP1A1 CYP2A7 CYP2B7P CYP2C9 CYYR1 DCANP1 DCLK1 DCTN3 DCX DDX17 DDX60 DES DEXI DHODH DHRS12 DIO3 DIRAS2 DNAAF4 DPYD DYNC2LI1 DZIP3 EARS2 EDN1 EEF1D EFCC1 EGFR EIF2B4 ELAC1 ELMO1 ELOB ELOVL2 ENC1 ENPP1 EPHA7 EPS15L1 ERLIN2 ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAM220A FAM3B FAR2 FBXO11 FBXW4 FGD6 FGFR3 FLJ13224 FMN1 FNBP4 FOS FPR2 FURIN GABPB1-IT1 GALNT3 GATA3 GCA GEMIN4 GEMIN7 GGA2 GJA1 GJA5 GJC2 GLB1L GLT8D1 GOLGA4 GPATCH3 GPR137B GPR68 GPSM3 GREB1 GSTM1 GSTM4 GSTZ1 HACD1 HBE1 HINT3 HIVEP2 HMGN5 HNRNPDL HNRNPH3 HNRNPU HOXC4 HOXD13 HS1BP3 HSD17B12 HYAL2 IFI27 IGKC IL18R1 IL1R2 IL1RL1 ILRUN IMMT INIP INO80B IPCEF1 IRF5 ISCU ISYNA1 ITGAM ITGB5 ITK KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLF13 KLHL36 KLHL4 KLHL41 KRT19 LAIR1 LANCL2 LARP1 LDAH LEPROTL1 LHPP LILRA4 LINC00160 LMO7 LMTK3 LRP3 LRRC4C LY86 LYL1 MAGED4B MAGEL2 MAP1S MAP4 MAP6D1 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED14 MED24 MED25 METTL22 MICALL1 MICB MMP14 MMP7 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MST1R MTMR12 MTTP MXRA8 MYEF2 MYH1 MYL12A NACAD NANS NCOA7 NDRG2 NECAP2 NEIL1 NELFB NEPRO NFIL3 NGF NHSL3 NME1 NMT1 NOL7 NOP53 NPY1R NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXF1 NXPH4 OBSCN OR2A1 OR7E12P ORC3 OSBPL9 OTOR OXGR1 P4HTM PAPOLA PARS2 PAWR PCDHB7 PCED1B PCGF1 PCSK5 PDCD2L PDCD5 PDCD6 PDE4D PGLYRP2 PHAX PHF3 PI4K2B PIF1 PITPNC1 PKIA PLAAT4 PLEKHF2 PLEKHG1 PLGLB2 PLIN1 PNMA8A PNPLA2 POGLUT2 POLDIP3 PORCN POU6F2 PPIL2 PPP1CB PPP1R14D PPP4R2 PRDM1 PRDM8 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSOX1 RABGAP1 RALB RALGPS2 RARB RARG RBM7 REPIN1 RERE REV3L RFC2 RHPN1 RNASEL RNF103 RNF220 RPRM RRAGD RXRA S100A5 SARAF SAV1 SCARA3 SCD SDC3 SELE SELPLG SENP1 SF3A1 SFT2D3 SH2B3 SH3BP2 SIAH1 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLC5A4 SLC9A6 SLMAP SMAD3 SMG7 SNTB2 SNX5 SOX21 SOX6 SP140L SPAG9 SPMAP2 SPNS1 SSBP4 STAMBPL1 STAT3 STRIP2 SUGP2 SURF6 SV2B SYCP2 TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFAP4 TGFBR3 TIMELESS TIMP2 TIMP4 TLN1 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM62 TMEM97 TMF1 TMLHE TNFRSF13C TNFSF4 TOR4A TP53 TRABD TRAF3 TRIM14 TRIM7 TRMT6 TSC22D3 TSLP TTF2 TUBA4A UBE2J1 UFL1 UFSP2 UGCG UNC79 UTP11 VEGFC VIT WDR19 WDR25 WDR46 WNT2 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZBTB7A ZCCHC4 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZMYM6 ZNF117 ZNF143 ZNF202 ZNF264 ZNF318 ZNF566 ZNF638 ZNF764 MODULE_371 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_371 ADAM9 AOX1 ARF4 ARF5 BMP1 DUSP14 GALNT1 GMFB HMGB1 HSPB2 KHDRBS1 MMP1 MMP10 MMP14 MMP2 MMP3 MMP7 MMP9 RPA1 RPA2 SCG5 SSBP1 TF UBA2 YBX1 ZNF117 MODULE_372 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_372 ABCC4 ADAMTS13 ATAD2 CCNE2 CCNJ COLEC11 DLEU1 ECT2 FEN1 FOXP2 HEXA-AS1 KIF11 KLHL2 LARS1 MSH2 NPR1 NUP50 POLA1 RBM14 RCOR3 RNF123 SLC26A2 SOX8 TWSG1 MODULE_373 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_373 ADH1A ADH1B ADH1C ADH4 ADH7 ALDH1A1 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 AOC1 AOC3 AOX1 DBT DDC GOT1 GOT2 GSTZ1 HGD HPD MAOA MAOB MODULE_375 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_375 ACKR1 ADCYAP1R1 ADGRE1 ADGRL1 ADORA1 ADRA2A ADRA2B ADRB2 AKAP12 AVPR1A BDKRB2 C3AR1 C5AR1 CCL17 CCL23 CCL3 CCR1 CCR2 CCR5 CCR8 CX3CR1 CXCL1 CXCL13 CXCL2 CXCL8 CXCL9 CXCR4 CXCR5 CXCR6 DEFB1 DEFB4A DGKA DGKI DRD3 EDNRA EDNRB FPR1 FPR2 FZD2 FZD9 GABRA2 GABRG2 GALR3 GAP43 GCG GHRHR GIT2 GNA13 GNA14 GNA15 GNAL GPR182 GPR183 GPR39 GPR65 GRIK1 GRIN1 GRM2 GRM3 GRM8 GRP HCAR3 HCRTR1 HCRTR2 LANCL1 LPAR6 NMU NPY NPY1R NTSR1 OPRK1 OR2F1 P2RY10 P2RY14 PDYN PLCB2 PRB4 PTAFR PTGER2 PTGFR RGR RGS16 RGS4 RGS5 RIN1 S1PR4 SCG5 TACR3 TSHB UCN MODULE_377 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_377 ADH4 ALAS1 ENO1 ENO2 GGT1 GGTLC1 GLYAT HK2 LDHA NAT1 NAT2 MODULE_378 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_378 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADIPOR2 AGAP2 AHNAK AKAP8L ALG6 ALKBH4 AMIGO1 AMOTL2 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FAR2 FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1R2 IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPMAP2 SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 TIMELESS TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TMT1A TNFRSF13C TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_379 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_379 AANAT ABCA1 ABCB9 ABCC8 ACSL6 ACTL6B ADAM20 ADGRL3 AKAP3 AKAP7 ALDOB ALOX15 AMELX AMMECR1 APC2 AQP8 ARFGAP3 ASIC3 ASIP ATOSB ATP4A ATP6V1G2 B3GNT3 BMP10 BRD4 CCDC9 CCK CCKAR CCL7 CDH1 CDK5R2 CEACAM3 CEP135 CHP2 CHST1 CHST3 CLDN14 CLDN5 CLDN9 CNTN6 CRCP CTSG CYP27B1 CYP2C19 DKK4 DNAJB12 ECE2 EIF1AY EIF4EBP1 EMID1 ENTPD2 EXD2 EXOSC2 FAM131B FAM13A FCN2 FKBP6 FLT1 GAGE12G GALNS GALR3 GAS8 GFPT2 GIP GLE1 GNG7 GNMT GPR3 GREM1 GRIK5 GRK1 GRM2 H3C6 H6PD HBB HCRT HMHB1 HOXB1 HOXC11 HSD17B1 HTR4 IKBKG ING1 INHBC IVL JAKMIP1 KCND3 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF21B KRT32 L1CAM LCE2B LEFTY1 LORICRIN LRIT1 LYPD3 MACIR MAGEA4 MAGEA9 MAGEC1 MAGI1 MET MLLT1 MPZL2 MSI1 MTA2 MTHFR MYCL MYOZ3 NAT8 NDRG2 NECTIN1 NELFA NEMF NNAT NR0B2 NR2E3 NRG2 NRXN1 NSG1 NTNG1 NTRK1 ODF1 P2RX1 PAX7 PGAM2 PGC PI3 PIGL PIGO PIK3IP1 PKP3 PLIN1 POM121L9P PPP4R2 PRB4 PRELID3A PRF1 PSCA PTH2R PTP4A3 PTPRN PZP RAC3 RBMXL2 RECQL5 REG1B REN REPS2 RGS9 RIBC2 RIMS2 RUNDC3A S1PR2 S1PR4 SCAMP5 SCGN SCN2B SEMA7A SERPINA4 SEZ6L SHBG SIT1 SIX3 SIX6 SLC17A3 SLC17A7 SLC22A18AS SLC22A6 SLC7A11 SLC7A4 SLIT3 SOX10 SPC25 SPINK2 SRPK3 SSTR2 SSX4 STATH SYT5 TACC2 TAGLN3 TAOK2 TBX1 TBXT TEX28 TFAP2B TNFRSF10C TNFRSF13B TNFRSF21 TNFRSF6B TP63 TRIB1 TRIM10 TRIM15 TRPM2 UCN UNC119B VAMP1 ZBTB24 ZNF143 MODULE_38 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_38 AAK1 ABCA1 ACD ACOT2 ACTG2 ADAM19 ADCY3 ADGRE5 ADGRG6 ADM ADRA1D AGPAT2 AGXT ALAS1 ALAS2 ALDH3B2 ALDH4A1 AMELX AMOT ANK3 ANPEP ANXA1 ANXA8L1 AOC1 APOC4 APOD APOE AQP5 ARHGAP4 ARHGEF16 ARID3A ARL4C ATF3 ATOSB ATP6V0A1 BLVRB BMP1 BRD4 C1QB C2 CAD CALU CAV1 CCHCR1 CCK CCN1 CCND1 CCNE1 CD14 CD151 CD34 CDA CDC42EP1 CDH1 CDH15 CDH5 CDK2 CDK5R1 CDKN1A CDKN1C CEACAM3 CFD CGA CGB3 CHPF CHRNB1 CIAO1 CITED2 CKMT1B CLDN4 CLDN5 CLDN7 CLEC3B CLIP2 CLN3 CNKSR1 CNN3 COBLL1 COL15A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 CRABP1 CRIM1 CRIP1 CRYAA CRYAB CSF2RB CSF3R CSPG4 CTSC CXCL1 CYB5R1 CYP11A1 CYP4B1 DAB2 DAPK1 DCAF7 DDT DDX17 DEFA3 DENND2B DEPP1 DGKA DHRS1 DHRS3 DKK4 DLK1 DMTN DNAJB2 DNM2 DOK1 DOLK DPT DSP DTX4 DUSP4 DUSP5 ECE1 ECHS1 ECM1 EDA EDC4 EFNA1 EFNB1 EFS EGFR ELN EMP2 EMP3 ENG ENPP2 EPAS1 EPHB2 ERBB2 ERBB3 ETS2 ETV3 ETV5 F13A1 FAM107A FBLN1 FBLN2 FBN2 FCGBP FCGR2B FCGRT FDXR FGFR1 FGR FLNA FLT1 FN1 FOLR2 FOSB FOSL2 FOXD1 FOXO4 FSTL3 FUCA1 FURIN GABRE GADD45G GAS1 GATA2 GATA3 GDF15 GJA4 GJB1 GLRX GNE GNG11 GPA33 GPC3 GPNMB GPX3 GRB7 GRK5 GRN GSE1 H2BC12 H2BC21 HAP1 HCLS1 HEG1 HES1 HMOX1 HMOX2 HOPX HOXB3 HPGD HRG HSD11B2 HSD17B1 HSF1 HSPA2 HSPB2 HSPG2 HTR4 IER3 IFI27 IGF1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGHG3 IGSF3 IKBKG IL1R1 IL32 IL4R IMPA2 INHA INPPL1 IQSEC1 ITGA10 ITGA3 ITGA5 ITGB4 ITGB5 JAG1 JAK3 JUNB KCNN4 KCTD17 KDM5C KIAA0513 KLHDC3 KRT14 KRT18 KRT19 KRT7 KRT86 LAD1 LAIR1 LAMA5 LAMB2 LAPTM5 LGMN LGR5 LHB LLGL2 LMO2 LPCAT1 LRP1 LRRC32 LTBP1 LTBP2 LTBR LY6G6C LYN LYPD3 M6PR MAFF MAGEA4 MAN2C1 MAOA MAP2K3 MAPKAPK3 MARF1 MCM2 MEF2D MEN1 MEST MFAP2 MFAP4 MGLL MMP11 MMP15 MMP2 MPP1 MSX1 MTHFR MVP MYH11 MYL9 MYLK NCF4 NECTIN2 NEURL1 NFYC NNAT NOTCH3 NRG2 NTSR2 OCLN ODF1 PAX4 PAX7 PAX9 PCDH1 PCOLCE PDGFB PDGFRA PDGFRB PDPN PDXK PECAM1 PEG10 PER1 PFKFB2 PGF PHLDA2 PIM1 PKMYT1 PKP3 PLA2G2A PLAU PLCB2 PLEC PLEKHO2 PLIN2 PLK3 PLXNA2 PLXND1 PNP POLA2 POMZP3 POU2F2 PPARD PPP1R15A PPP6R2 PRB4 PRELID3A PRG2 PRKCZ PRL PROCR PRSS8 PSCA PSD4 PSG7 PTGDS PTGS1 PTH1R PTP4A3 PTPN9 PTPRO PTPRU QSOX1 RAB11FIP5 RAB31 RAB4B RAMP2 RARRES2 RBP1 RBPMS RECQL5 RGS10 RHOB RHOBTB1 RHOBTB3 RHOD RIN1 RNASE1 ROR2 RRAD RUNX1T1 S100A11 S100A4 S100A8 S100A9 S100P SCAMP5 SCN1B SCO2 SDC1 SEMA3F SEMA4D SERPINB9 SERPINE1 SERPINH1 SFTPC SFXN3 SH3BP1 SLC16A3 SLC18A3 SLC23A2 SLC29A1 SLC2A1 SLC38A10 SLC4A2 SLC4A3 SLC5A2 SLC6A2 SLC7A4 SLC7A8 SLCO2B1 SMAGP SMARCD2 SMPDL3B SMYD5 SOD3 SOX10 SPINK2 SPP1 SRCAP SRPX ST3GAL4 STAB1 TACC2 TACSTD2 TBC1D2B TBX2 TCF7 TEAD3 TFAP2A TFAP2B TFAP2C TGFB1 TGFBI TGFBR3 TGM2 TIMM17B TIMP2 TIMP3 TLE1 TLE2 TM4SF1 TMED3 TMEM63A TNF TNFAIP3 TNFRSF10C TNFRSF10D TNFRSF1B TNFRSF25 TNNT3 TNR TNXB TOB2 TOM1 TPM1 TPM2 TRAM2 TRIM16 TRIM29 TRIP10 TRIP6 TRPC4AP TRPM2 TST TTLL12 TUBGCP4 TUSC3 UPP1 VAMP5 VPS11 VSIG4 VWF WAS WFS1 ZBTB7A ZKSCAN7 ZYX MODULE_381 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_381 AMPH APBA1 CHGA DOC2A HCRT PALM RAB3A SLC30A3 SYN2 SYT1 SYT5 VAMP2 MODULE_382 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_382 ADM AGT CALCA CCK CCL25 CGA CGB3 CHGB CSH2 GCG GIP IGF1 IGF2 INHA INHBA LHB NPY NTS PENK PNOC POMC PPY SST STC1 STC2 TRH TSHB VIP MODULE_385 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_385 AOC1 APOB APOE APOH APP CCL23 CCL7 CCL8 CXCL6 FGF9 FGFBP1 FGFR1 FN1 FSTL1 HBEGF HRG LAMC2 LIPC LPL MDK NCAN PRG2 PTN SERPIND1 TGFBR3 THBS2 THBS4 VTN MODULE_387 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_387 ACTA1 ACTA2 ACTC1 ACTG2 ADAM12 AEBP1 ALDOA BDKRB2 CALD1 CASQ2 CHRNB1 CKMT2 COL6A3 CRYAB CSRP3 EDNRA FGF2 FHL1 FKBP1B FLII FXYD1 GJA1 GJA5 HRC IGF1 KCNH2 LAMA2 MYBPC1 MYF6 MYH11 MYH3 MYH7 MYL1 MYL7 MYOD1 MYOM1 MYOM2 NEB NOS1 PLN PPP1R12B RYR1 SCN5A SGCG SPEG SSPN TNNI2 TNNT3 VIPR1 MODULE_388 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_388 EFTUD2 LSM1 PRPF8 RRP9 SF3A2 SF3A3 SNRPA SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPD2 SNRPD3 SNRPE SNRPF SNRPG SNU13 MODULE_389 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_389 AAR2 ACP4 ACTN2 ACTR3B ACTR6 ADCK2 AFAP1-AS1 AFG2B AGBL5 AKAP3 ANGEL1 ANGPTL1 ANKRD11 ANKRD13A APBB1IP AQR ARHGEF25 ARID2 ARMCX5 ATG4D ATPAF2 B3GNT3 BAG2 BBOX1 BRIX1 BUB1B CARD18 CCDC62 CD93 CD99L2 CDHR2 CDKL3 CDYL CENPJ CFL2 CLDN15 CLEC3A CNTN3 CNTNAP2 CNTNAP5 COLQ COPE COPG2IT1 CPNE4 CSDC2 CSGALNACT2 CYP26A1 CYP46A1 DCX DDIT3 DENND5A DHX58 DIP2C DLGAP2 DNAJC14 DNAJC27 DNALI1 DPEP2 DUS4L DYNC1I1 ECEL1 ECM2 EDDM3B EIF2AK4 EMC1 EMC9 ENTREP2 EPB41L4A ERO1B ERVH48-1 FA2H FAHD2A FAIM2 FAM167A FARP2 FAXC FBXO34 FLRT3 FMNL2 FOXG1 GAL3ST3 GALNT13 GDA GDAP1L1 GJB5 GOSR1 GPRC5D GRAMD1B HEBP1 HINFP HOXC10 HSPA4L IFT57 INSIG1 INTS13 IQCA1 JPH4 KCND1 KIAA1210 KIFC3 KLF1 KLHL20 KLHL41 LANCL1 LGI2 LIM2 LINC00869 LINC01549 LINGO1 LPIN1 LRRN3 LRTM1 LSM6 LTV1 LYRM2 MARCO MDM1 MED8 MMP27 MRPL13 MRPL36 MRPL39 MS4A14 MS4A6A MSH5 MTFR1 MTHFD1L MZB1 NAGPA NDE1 NDUFC1 NECTIN1 NIFK NKTR NLN NMNAT2 NRIP3 NSD1 NSFL1C NTF3 NUDT9 OGDHL OLFML2B PANK1 PARVA PAXBP1 PBRM1 PDE8A PDE8B PECR PHF20L1 PHF24 PHLPP2 POLE2 PPP1R17 PRPSAP2 PRSS27 PRTFDC1 PTP4A3 RANBP17 RASGRP3 RBCK1 RBFOX2 RBP4 RFTN1 RIPOR3 RPH3A RTN2 SAP30L SEPTIN10P1 SERTAD4 SEZ6L2 SFXN3 SH2B2 SIK3 SIPA1L2 SLC16A10 SLC22A16 SLC4A5 SLC7A6OS SMO SNTG1 SNTG2 SPG11 SPOCK3 SST SSX3 ST6GALNAC5 STRA6 SYT11 SYT6 TANGO6 TF TFB1M TFR2 TH THOC2 TLR9 TMEM144 TMEM163 TOX4 TPD52L1 TRIM5 TRIT1 TRPM1 TSKU UBE2T VAPB VDAC3 WNT6 ZFP91 ZHX2 ZKSCAN5 ZMYM6 ZNF444 ZNF83 ZRANB1 MODULE_39 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_39 AP1S2 AP2A1 AP2S1 AP3S1 ARCN1 HPCA HPCAL1 LRP8 SEC24D SEC31A MODULE_392 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_392 CBX1 CCNO H2AX H2AZ1 H2BC12 H2BC13 KPNA2 MSH2 NCL NOLC1 NPM1 RAD51 RAD51C RPL35 SMARCC1 TCOF1 UNG XPO1 MODULE_395 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_395 AP1S2 AP2A1 AP2M1 AP2S1 AP3S1 ARCN1 HPCA HPCAL1 LRP8 SEC24D SEC31A TBCC TUBA4A TUBB4B MODULE_396 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_396 CLCN3 CLCNKA CLIC2 FXYD3 GABRA2 GABRA3 GABRA6 GABRG2 GLRA2 GLRB SLC12A2 SLC26A3 MODULE_397 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_397 ABI2 ACD AFAP1 ALDH7A1 ANKEF1 ARFIP2 ARHGAP11A ARHGEF16 ASF1B ATP1A3 AURKA BAIAP2L1 BCAS3 BUB1B BYSL CABIN1 CACNB3 CDC20 CDC25B CDC45 CDCA5 CDCA7L CENPE CENPF CIB2 DDX11 DLEU2 DNAH6 DONSON DVL2 DYNC2I2 E2F1 EFCAB2 EFNA1 EPHB4 EYA2 F5 FER1L4 FGG FOXK2 FOXM1 GDAP1 GMNN GON4L GPSM2 GRAMD1A GRAMD1B H2AX HEATR6 HERC2 HOXA5 HOXB7 HTR2A IGFBP6 IGSF3 ILF3 JMJD4 KIF11 KIF23 LAMB1 MBNL2 MBNL3 MRPS26 MSLN MYBL2 MYH11 NCAPD2 NCAPH NDC80 NECTIN1 NOL12 NOL6 NRM NT5M NUF2 NUP205 OGDHL ORC1 PADI3 PHACTR2 PLK1 PLK4 PMCHL1 PPT2 PREX1 PTCD1 PTTG1 PYGO2 RAB6B RAD51D RFPL3S ROBO3 RPUSD1 RUSC1 SAC3D1 SALL2 SCAP SEMA3F SFTPB SLF1 SMC2 SNRPA SOCS7 SRPK1 SSR4P1 TBC1D1 THBS3 TINCR TJP1 TNRC6A TPX2 TRAP1 TRIP13 TRIP6 USHBP1 VAV2 ZIC2 ZNF184 ZNF200 ZNF432 ZNF74 MODULE_399 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_399 ADORA1 ADRA1A AHR BCAP31 BCL2L1 BIK BNIP3L C6 CASP1 CASP14 CD14 CD2 CD38 CD40 CDK11A CGB3 CXCR4 DAP DAPK1 DUSP6 EIF2AK2 EMP1 EMP3 FOSL2 GADD45A GPR65 GZMB GZMH IL18 IL1B IL24 LGALS1 LIMS1 LTBR LY86 LYZ MAEA NFKBIA PEA15 PRF1 PSEN2 RIPK1 RRAGA STAT1 TNFAIP3 TNFRSF1B TNFRSF21 TNFRSF25 TRAF1 TUBB4B TXNL1 VDAC1 MODULE_4 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_4 CYB561D2 SUMO1 UBE2A UBE2B UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2G1 UBE2H UBE2I UBE2K UBE2L6 UBE2M UBE2N UBE2S UBE2V1 UBE2V2 UBE4A UBL4A UBR5 MODULE_40 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_40 ACADM ACADVL ACO2 ACOX1 ACOX2 ADH4 AGPAT2 AKR1C3 AKR7A2 AKR7A3 ALDH1A1 ALDH1L1 ALDH3A1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH9A1 ALOX15 ALOX5 ALOX5AP AMT APOC2 APOC3 ASL ASPA ASS1 BAAT BBOX1 CAD CPT2 CYP2J2 CYP4F2 ECH1 ECHS1 FADS2 FAH FH GAD2 GALE GAMT GATM GCH1 GCSH GLUD1 GLYAT GOT1 GOT2 GSTZ1 HADHB HAL HMGCS1 HMGCS2 HPD HPGD HSD17B3 HSD17B4 IDH1 IDH2 IGF1 LIPA LIPC MGST2 MPST MTHFD1 MTHFS OAT PAH PCCB PLA2G10 PLA2G2A PLA2G7 PLCD1 PLCG2 PLD1 PRDX6 PTGIS PTS QDPR SCP2 SLC27A2 UGDH MODULE_400 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_400 ABCA8 AHSG AMELY COL5A1 EFEMP1 EXTL1 GNG11 IBSP IL6ST JAK3 KIF25 LMOD1 MGP MTTP SLIT2 SRD5A2 STC1 TCF15 TIE1 MODULE_401 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_401 AADAC AOAH APOC2 BCHE CES1 CLC LIPA LPL MGLL PLA2G10 PLA2G2A PLA2G5 PLA2G7 PNLIPRP1 PON1 PRDX6 MODULE_402 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_402 AEBP1 ATP6V1B2 ATP6V1C1 ATP6V1E1 ATP6V1F CPA1 CPA2 CPB1 CPB2 CPM CPN1 CTSA MODULE_403 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_403 ATR CCNB1 CCNE2 CDC20 CDC25B CDC45 CDK1 CDK2 CDK4 CENPA CHD3 DPP7 DTYMK E2F1 EREG FEN1 FTCD G0S2 H2AZ1 KPNA2 MCM3 MCM6 MELK MKI67 MSH2 MYBL2 NEK2 PCNA PLK1 PLK4 PRKX RECQL4 RPA1 SNX11 TFDP1 TK1 TOP2A TOPBP1 TRUB1 UBE2V2 UNG VPS50 VRK1 WEE1 XRCC3 XRCC5 MODULE_404 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_404 ACACA ACACB ALDH1A1 AR CRABP1 CRABP2 ESR2 FOLR2 GC GNMT HNF4G HSD17B4 NR3C2 OSBP PCCA RBP1 RLBP1 RXRA RXRG SCGB1A1 SCGB2A1 SCP2 SERPINA6 SHBG SULT1E1 TTR MODULE_407 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_407 C5 C5AR1 CXCR4 DUSP2 DUSP4 DUSP6 DUSP8 FGF2 FGFR1 FPR1 GADD45G RGS3 RGS4 MODULE_408 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_408 ARSA ASAH1 GM2A GPX4 HEXB HYAL1 IMPA1 NAGA NAGLU NSMAF PLA2G5 PLCD1 PLCG2 PLD1 PRDX6 PSAP SMPD1 UGCG MODULE_41 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_41 AAK1 AANAT ABCA1 ABCB9 ABCC8 ABO ACACA ACKR1 ACKR2 ACR ACTL6B ADA ADAM19 ADAM20 ADAMTSL2 ADCYAP1 ADD2 ADGRL1 ADGRL3 ADRA1D ADRA2C AGXT AKAP3 AKAP7 ALAS2 ALDOB ALDOC ALOX12 ALOX15 ALPG ALPI AMELX AMMECR1 ANKRD26 APC2 APLP1 APOM AQP5 ARFGAP3 ARID1A ARID4B ARTN ASGR1 ASGR2 ASIC2 ASIC3 ASIP ATF6B ATOSB ATP1B2 ATP4A ATP6V1G2 AVPR1B B3GNT3 BARX2 BMP1 BMP10 BNIP1 BRD4 BRME1 BUD23 CACNA2D2 CACNB1 CALB2 CAMK2B CAPN3 CARD10 CASP2 CBL CBLN1 CCDC9 CCHCR1 CCKAR CCL13 CCL16 CCL7 CCNF CD1C CD22 CD300C CD33 CD3E CD4 CD5L CD72 CD82 CD86 CD8A CDA CDH16 CDK13 CDK5R2 CDX2 CEACAM3 CEACAM4 CEBPA CELA2B CEP135 CHIT1 CHP1 CHP2 CHRNB1 CHRNB4 CHRNE CHST1 CHST3 CIAPIN1 CLCNKA CMA1 CNKSR1 CNOT4 CNTN6 COL10A1 COL19A1 COL1A1 COLGALT2 CORT COX6A2 CRABP1 CRCP CREBZF CRHR2 CSH2 CSNK2A1 CSRP3 CST7 CSTF2 CTAG1B CTSG CYP11A1 CYP27B1 CYP2A6 CYP2A7 CYP2C19 CYP2C9 CYP2D6 CYP2E1 CYP2F1 CYP4F12 DAPK2 DCBLD2 DEFA1 DEFB1 DEFB4A DHRS2 DIDO1 DKK4 DLG4 DMBT1 DMTN DNAH9 DNALI1 DOK2 DPH2 DPYSL4 DRD3 DSG1 DTNB DUS4L DVL1 ECE2 EDA EFNA3 EFNA5 EHD1 EIF1AY ELAVL2 ELK3 EMID1 ENPP4 ENTPD2 EPAS1 EPM2A EPOR ESR1 ETV3 EXD2 EXOSC2 F7 FAM131B FAM13A FANCL FAT2 FCGBP FCGR2A FCN2 FDXR FEV FKBP6 FLT1 FMO4 FMO5 FPR2 FUT3 FUT7 FZR1 GAD2 GAGE1 GAGE12G GALR3 GATA1 GFPT2 GGA2 GHITM GIP GJB5 GLE1 GNG4 GNG7 GNMT GP9 GPA33 GPR17 GPR3 GPRIN2 GPSM3 GPX2 GREM1 GRIK2 GRIK5 GRK1 GRK3 GRPR GSTM5 GSTT1 GTF2H3 GTSE1 GYPB H2BC17 H3C6 H6PD HAL HAP1 HCRT HLA-DOB HMHB1 HMOX2 HOXC11 HOXD10 HOXD13 HOXD4 HPGD HPR HPS1 HRG HRK HSD11B2 HSD17B1 HSF2 HSPBP1 HTR2A HTR4 HTR7 HTRA2 IFIT1 IGHMBP2 IKBKG IKZF1 IL1RL1 IL3 ILRUN ING1 INHBC INTS9 ISG20L2 ITGA10 ITGA2B ITIH1 IVD IVL JAKMIP1 KCNA5 KCNAB1 KCND3 KCNJ4 KCNN1 KCNQ3 KCTD17 KIAA0586 KIF1C KIF20B KIF21B KRT13 KRT2 KRT32 KRT33B KRT4 KRT6A KRT85 KRT86 L1CAM LBP LCE2B LEFTY1 LGR5 LIF LILRA4 LMO1 LORICRIN LOX LRCH4 LRIT1 LRP3 LTC4S LY6G6C LYPD3 MACIR MAG MAGEA4 MAGEA9 MAGEC1 MAGI1 MAP4K1 MAPK13 MAT1A MATN1 MCRS1 MEF2C MET MID1 MLANA MLC1 MLLT1 MMP2 MPO MPP2 MPP3 MPZ MPZL2 MSC MSL3 MSLN MTHFR MYBPC2 MYCL MYEF2 MYH2 MYOG MYOM1 MYOZ3 N4BP2L1 NAT8 NCALD NDRG2 NDUFA6 NECTIN1 NELFA NEMF NEURL1 NMB NPAS1 NPM3 NR0B2 NRG2 NRXN1 NSG1 NTNG1 NTRK1 NTSR2 ODF1 OGG1 OPRL1 OVOL2 P2RX5 P2RY11 PARD3 PARP2 PAX3 PAX4 PAX6 PAX7 PCBP3 PDCD1 PDE4A PDE4C PDGFRA PDK4 PER1 PFKFB2 PGAM2 PHF20 PHKG1 PHYHIP PI3 PIAS1 PIGL PIGQ PIK3IP1 PLAU PLCB2 PLIN1 PLXNA2 PLXNA3 PNOC POM121L9P POU4F1 POU6F1 PPP3CA PPP3CC PPP6R2 PPT2 PRELID3A PRF1 PRG2 PRL PROC PRPH PRRC1 PRSS16 PRSS3 PSD PSG7 PTGS1 PTH2R PTPRD PTPRU PZP QPCT RAC2 RAD51D RANBP9 RAP2C RAPGEF5 RASL10A RBMXL2 RCAN2 RCE1 RECQL4 RECQL5 REG1A REG1B REPS2 RGS9 RHBDL1 RIBC2 RIMS2 RPH3A RPS26 RREB1 RRH RRP7A RUNDC3A S100A4 S100A5 S1PR2 S1PR4 SAC3D1 SAR1A SCAMP5 SCGN SCN1B SCN2B SCN4A SCYL3 SEMA4D SEMA7A SERPINA4 SEZ6L SFTPC SH3BP1 SHBG SIM2 SIT1 SIX3 SIX6 SLC13A2 SLC17A3 SLC17A7 SLC18A1 SLC1A6 SLC22A18AS SLC22A6 SLC29A2 SLC2A1 SLC30A3 SLC4A1 SLC5A2 SLC6A11 SLC6A2 SLC6A6 SLC6A7 SLC6A9 SLC7A11 SLC7A4 SLIT3 SMAGP SNAP25 SNX21 SOX10 SP140 SPART SPC25 SPINK2 SPN SPRR2C SRCAP SRPK3 SSX4 ST6GALNAC4 STARD5 STAT4 STATH STXBP1 SULT4A1 SYNGR4 SYT5 SZT2 TACC2 TAGLN3 TBR1 TBX1 TBX19 TBXT TCL1A TDO2 TEX261 TEX28 TFAP2B TGOLN2 THRA TJP1 TLE3 TM4SF5 TMSB4Y TNFRSF10C TNFRSF10D TNFRSF13B TNFRSF21 TNNT1 TNP1 TNR TOP3B TPMT TRIM10 TRIM15 TRIM16 TRPM2 TTC22 TUB TUBGCP4 UBE2D1 UBL3 UCN UNC119B VAMP1 VASH1 VAV2 VCY VENTX VPS11 VSIG4 WASF2 WNT10B XDH YPEL1 ZBED4 ZBTB24 ZBTB40 ZBTB7A ZC3H14 ZIC2 ZKSCAN7 ZNF143 ZNF157 ZP2 ZSCAN12 MODULE_410 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_410 APCS ASGR1 ASGR2 CD22 CD69 CD72 CHIT1 CLC CLEC10A CLEC2B CLEC3A CLEC3B FCER2 FCN1 FCN2 GCKR GFPT2 KLRC1 KLRC3 KLRK1 LGALS1 LGALS2 LGALS3 LGALS4 LGALS9 LMAN2 MRC1 NCAN OLR1 REG1B SELL SELP SFTPA1 SFTPD SIGLEC5 THBD MODULE_411 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_411 ACSL3 AIG1 ALDH3A1 ANKRD2 ASAP2 ASPSCR1 B3GNT5 BFSP2-AS1 BTG3 CAMSAP2 CARF CD226 CEBPB CFAP44 CLN5 COMMD4 CPA1 CRYBG1 CTAGE1 DLGAP3 DMRT1 EAF2 FABP3 FBN3 FUT1 FZD5 HAGHL HOXB2 HRG HYAL3 IPP IQGAP1 KATNAL2 KCNJ1 KRT35 LMAN1L LPCAT2 M1AP MAK MAP7D3 MINK1 MLC1 MT1X NOD2 OLFM4 OSBPL10 PARP8 PBX4 PCIF1 PDE10A PIGL PKD2L1 PRKG2 PSME4 PTK7 RAPSN RNASE2 RNF133 S100A10 S100A11 SCPEP1 SERPINB7 SLC10A1 SLC16A2 SLC38A2 SLC38A3 SLC7A5 SLC9A1 SLC9A6 SPATA31A7 SRSF12 TGM1 TMEFF2 TRMT1 TSNAXIP1 XPR1 YJU2 ZBTB3 ZFP36L1 ZNF608 MODULE_412 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_412 CD47 ITGA2 ITGA3 ITGA5 ITGAE ITGAL ITGAM ITGAV ITGAX ITGB2 ITGB3 ITGB5 TNC MODULE_414 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_414 ANXA1 ANXA3 ANXA5 ATP5F1A ATP5F1B ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5PO ATP6V1E1 ATP6V1F CAVIN2 CDIPT PEBP1 PLSCR1 MODULE_415 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_415 ALB AQP9 GABRB3 GABRP GJB1 KCNJ3 P2RX1 SLC10A1 SLC16A2 SLC37A4 SLC6A1 SLC9A5 TTR MODULE_416 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_416 ADAM17 ADM AGTR1 AQP1 AQP3 AQP4 CLCNKA CLCNKB CYP2B6 DUSP2 EFNA1 GUCA2B LTF MAD2L1 NFAT5 P3H3 SAA1 SCNN1A SLC22A4 SLC34A1 TLE3 TMF1 UNC13B MODULE_417 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_417 ACOX2 ALDH5A1 APOC2 APOC3 BAAT CLPS HMGCS1 HMGCS2 IGF1 LIPA LIPC PAFAH2 PLA2G2A PLA2G5 PLA2G7 PLCD1 PLCG2 PLD1 PNLIP PNLIPRP2 PRDX6 SLC27A2 MODULE_418 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_418 ABCC2 ABCC6 ACP5 ANXA9 ASPN AVPI1 BAZ2B BEX4 CD200 COLEC12 CP CSTA DPYSL5 DYNC2H1 GCA GDA GPRASP2 H2BC7 HLA-DQB1 IFI44 INPP5F KRT14 KRT17 KRT19 KYNU MAPK8IP2 MEF2C MMP25 MREG MSI1 MX2 MXI1 NHSL1 NKD2 NPL NRCAM PACS2 PCDH1 PKIB RALGAPB RAP1GAP RHOU RNF167 RUNX3 SCGB1A1 SECTM1 SELE SEMA3B SLC10A1 SMIM3 SMPD3 SPON1 SYT13 SYT8 TACSTD2 TIE1 TPSAB1 UFSP2 UNC13A ZNRF1 MODULE_419 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_419 ACTN4 CALD1 CAPG CAPZA2 CFL1 CNN2 CNN3 CORO1A DSTN ENC1 FLII FLNA FLNB FLNC GABARAPL2 GSN LMOD1 MACF1 MARCKS MYH11 MYH9 MYO1E PIP PLS3 SPTAN1 SPTBN1 STMN2 SVIL SYN1 TMSB4Y TPM4 TWF1 VCL WDR1 MODULE_42 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_42 NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB7 NDUFB8 NDUFC1 NDUFS1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 MODULE_421 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_421 ANXA1 ATM CENPA CENPE CENPF COX11 EXOSC10 H1-0 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 LCN2 OGT POLR1E RUSF1 SCNN1B SEC14L1 SNHG12 TMEM41B TOX TRMT2A MODULE_424 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_424 APOH CIITA FCER1A FCER1G FCER2 FCGR2A FCGR3A FCGRT HCP5 IGLL1 KIR3DL1 LGALS3 LILRB2 LILRB3 MS4A2 PSG3 TLR1 TLR3 MODULE_426 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_426 ACVRL1 AGBL5 ALOX5 APCS APOC1 ARAP2 BCAN BCHE CD151 CDH5 CEACAM6 CEBPD CFAP410 CHN2 CLDN10 CNRIP1 CNTNAP1 COL13A1 CSPG5 CYP26B1 CYP3A5 DDC DIABLO DYNC1I1 ELF3 EPHX1 F5 FSCN1 FTH1 FZD2 GAS6 HBZ HGD HLA-DPB1 IGSF3 ISG20 ITGB4 ITIH5 KCNS1 KIF5C KLRC3 LACTB2 MAL2 MAP7 MAPK4 MBL2 MLANA MLC1 MS4A7 NPY1R NUCB2 PCSK1 PHYHIP PPP1R14C PRG2 PYROXD1 RPL27A RPS6KL1 RRAD S100P SCN3B SERPINA6 SHBG SHROOM2 SIRT6 SLC17A1 SLC19A1 SLC26A8 SLC2A9 SLC8A2 SMOC2 SPHK2 SPI1 SPNS1 SRPX SST SYBU TBC1D23 TCN2 TFAP2A TKTL2 TNIP3 TSPAN1 UGT2B4 WDCP WT1 XK ZIC4 MODULE_427 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_427 AAGAB ABCA7 ACP2 ACSL3 AK3 AKAP5 ALDH1B1 AP1S1 ATE1 ATXN3 AZGP1 BET1L BMP6 BOD1L1 CARD16 CCNB1 CEBPD CFI CHCHD6 CISH CLSTN3 COL4A5 CRBN CYRIA CYTH1 DCAF10 DDX11 DDX17 DHRS3 DLX5 DMD DNAAF8 DNAJB1 ENOX1 EPHX2 FERMT2 FGF13 FLVCR1 FOSL2 FRMD4A FUZ GALC GAS2 GCGR GEMIN7 GPD1 GTPBP3 HLA-DPA1 HLA-DRB4 HMGN2 HS6ST1 HSPA1B IFI35 IGF1 KCND1 KIF13A LBP LEP LHX3 LIMK2 MAD2L2 MAP3K10 MAP4K2 MBD5 MCTS1 MIEN1 MIF4GD MIS18A NBPF3 NDUFAF3 NOL7 NUMA1 NUP210 OSBPL2 PCCB PCTP PFKFB3 PILRB PLPP3 PMS2P1 PPP1R11 PSEN1 PTHLH PTPRS PYROXD1 RAB3GAP2 RMDN3 RNF139 RPL13 SDHC SERPINA3 SIL1 SINHCAF SLC5A1 SNED1 SNX2 SPOCK2 SRPRB SYNGR1 SYT1 SZRD1 TFAP2B THEMIS2 TIMP1 TMEM143 TRDN TRIP4 TRPM1 UQCC2 WNT3A YPEL3 YTHDF2 ZEB1 ZNF224 ZNF559 ZNF587 MODULE_429 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_429 AMH EEF1A1 EPO ERBB3 LDHB RPL27 RPL32 RPL37 RPL5 RPLP2 RPS21 SMARCA2 TMEM109 WDR5 MODULE_43 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_43 ACAA1 ACADL ACADM ACADSB ACADVL ACO1 ACO2 ACOX1 ACOX2 ALDOA ALDOC ALOX5 AQP7 ATP5MC3 ATP5PF AVPR1A CAT COX5B COX6B1 COX6C COX7A1 COX7A2 COX7C CYB5R3 CYBA CYC1 CYCS CYP11B2 CYP1A1 CYP26A1 CYP27A1 CYP2B6 CYP2C19 CYP2C8 CYP2J2 CYP3A4 CYP3A7 CYP4A11 CYP4B1 DAO DHCR24 DPYD ECH1 ECHS1 EHHADH ENPP1 ETFA ETFB ETFDH FDX1 FH FMO3 FMO4 GBE1 GLRX GYS2 HMGCL IDH1 IDH2 IDH3B IVD LDHA LEPR MAOA MAOB MDH1 NCF1C NDUFA1 NDUFB3 NDUFB8 NDUFS2 NDUFS3 NDUFS8 NDUFV1 NDUFV2 NQO1 NQO2 PDIA4 PGAM1 PKLR PKM PPP1R1A PTGIS PYGL PYGM QDPR SDHC SLC25A3 SLC37A4 SUCLG1 TBXAS1 TREH TXN2 TXNDC12 UCP1 UGDH UQCR11 UQCRFS1 XDH MODULE_430 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_430 ABTB1 ARHGDIB ARHGEF1 ARPC2 BTBD2 CAPN10 CCND3 CEP192 CORO1A CYFIP2 DECR1 DOCK2 DPH1 FAM32A FANCA GCH1 GMEB2 GRK2 HDAC10 HDAC7 HP1BP3 INPP5D ISG20 LIMD2 LSP1 MAP4K1 MAP4K2 MEN1 MOB3A MX2 NBEAL2 NCF1C NME3 NUMA1 PKN1 PPP6R1 RAB4B RAC2 RPS9 SH2B2 SIPA1 SNX17 SOCS7 SPPL2B SURF1 SYK SYVN1 TAFAZZIN TCIRG1 TRAP1 TTC7A TTLL3 TYK2 UCP1 WDR76 MODULE_431 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_431 ALOX15 ALOX15B ALOX5 CBR1 CBR3 DPEP1 GGT1 LTA4H PLA2G10 PLA2G2A PTGDS PTGIS PTGS2 TBXAS1 TGM2 MODULE_432 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_432 CNBP DHCR7 EBP FDFT1 FDPS HMGCR HMGCS1 HMGCS2 IDI1 LSS MVD MVK NSDHL PMVK SQLE MODULE_433 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_433 AREG BMP1 BMP2 BMP4 BMP7 CCN3 CRIPTO CSF1 CSF3 CXCL1 CXCL12 CXCL8 DKK1 EDN2 EGF EREG FGF1 FGF11 FGF12 FGF2 FGF6 FGF7 GRP HBEGF IFNA5 IFNG IGF1 IGF2 IL11 IL15 IL17A IL24 IL6 IL9 INHBA JAG1 LIF LTB MDK MIA NAMPT NRG1 NRG2 NTF3 OGN OSM PDGFA PDGFB PGLYRP1 PPBP PTN S100A6 SCGB1A1 TGFA TGFB2 TGFB3 TNFRSF11B TNFSF10 TNFSF13 TNFSF9 VEGFC MODULE_436 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_436 ABTB1 ADAM19 ADGRE2 APOL3 AQP9 AXIN1 BANK1 BLNK BST2 C3orf36 CACNG4 CAMK4 CARD16 CCDC186 CCL18 CCL7 CD14 CD2 CD200 CD27 CD37 CD3D CD5 CD74 CD79A CD79B CD86 CEBPD CNRIP1 CSF3 CTLA4 CTSL CXCL9 CYP1B1 DBP DEFA1 DPEP2 FAM53B FCER2 FCRL1 FCRL2 FCRLA FOXP1 FPR1 GBP1 GBP2 GNLY GSTM2 HBA2 HELZ2 HLA-A HLA-C HLA-DMA HLA-DMB HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HVCN1 IFI27 IFI35 IFI44L IFIT1 IFITM1 IFITM3 IFT70A IGHG3 IGHM IGKC IGLJ3 IGLL1 IL2RB IL3RA IL7R ISG15 KCNQ5 KCTD12 KIAA0753 KLRK1 LGALS3BP LGMN LIMD2 LPAR6 MAL MARCHF1 MECP2 MED12L MS4A1 MST1L MX1 NEK11 NLRC5 NRIP2 OAS1 OAS3 P2RY10 PARP14 PELI1 PLCL2 PNMA8A POU2F2 PPP1R16B PRMT3 RAPGEF6 RCSD1 RNF31 RRP15 RSAD2 RUBCNL SAMSN1 SDC2 SERPINA5 SLC22A23 SLC24A3 SPIB SPON2 STAT1 STK31 TAP1 TCL1A THBS1 TNFAIP6 TNFRSF25 TNFSF10 TRDD3 TREM1 TTLL2 TXLNGY TXNIP UBE2L6 UCP1 UNC13B UNC5D UNC79 UNKL UTY ZNF436 MODULE_438 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_438 ACTR1A ACTR1B AMPH ARHGAP4 BIRC5 CCNT1 CDC20 CENPE CENPF CORO1A CYTH1 DSP DTNB DYNC1I1 EVPL FAM107A GAS7 HIP1 INA KIF11 KIF23 KIF2C KIF5A KIF5C KLC1 KRT13 KRT14 KRT17 KRT19 KRT2 KRT4 KRT5 KRT6A KRT6B KRT7 KRT8 LAMA3 LAMA5 LAMB1 LAMC2 LMNB1 LZTS3 MAP2 MAPT MID1 MYH11 MYH7 NEFL NUMA1 OCLN PALM PKP4 SEPTIN4 SEPTIN5 SFTPD SH3GL2 SNAP25 SNPH STMN1 STMN2 STX1A TACC2 TNC TRIM13 TUBA4A TUBB4A VAMP2 ZWINT MODULE_439 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_439 ANXA7 BCL2A1 BIRC5 CCNB1 CD2 CDC45 CDK4 DNAJC3 EREG G0S2 GET1 IER3 LAP3 LRRN3 MT1G MYBL2 NFKB1 PCNA PLK1 RNASE3 VIPR1 MODULE_44 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_44 ABCF1 ABLIM1 ACKR1 ACP2 ACP5 ACR ACTC1 ACTN1 ADAM19 ADH1A ADH1B ALOX5AP APOC1 APOD APOE AQP1 AQP3 ARHGAP4 ARHGAP45 ARHGDIB ARHGDIG ARHGEF6 ARID4B ASAH1 ATP2A3 BCL2 BCL6 BIRC2 BIRC3 BRD4 C1QB C1S C2 C7 CAPG CASP4 CAV1 CCL15 CCL18 CCL19 CCND3 CCNG2 CD14 CD163 CD2 CD22 CD247 CD27 CD34 CD37 CD3D CD3E CD44 CD48 CD52 CD53 CD6 CD69 CD79A CD8A CD8B CDH1 CDV3 CELF2 CFD CHI3L2 CLDN5 CLDN9 CLEC3B COL1A2 COL4A1 COL6A1 COL6A2 COL6A3 CORO1A COX7A1 CPE CPVL CREG1 CRHR2 CRIM1 CRIP1 CTSC CXCL12 CXCR4 CYP1B1 CYP4B1 DAB2 DDIT4 DEFA3 DENND4B DGKA DHRS1 DHRS3 DKK4 DNM2 DOCK2 DOK1 DPT DSP DUSP2 EGFR EMP3 ENG ENPP1 EPB41L3 ETS1 EVI2B F13A1 FABP4 FAM107A FAM53B FCGRT FCMR FGFR1 FGL2 FKBP5 FN1 FOXG1 FSTL1 FUCA1 FXYD2 FYB1 GAS1 GJB1 GMFG GMPR GPA33 GPNMB GPSM3 GPX3 GRN H2BC12 HAP1 HCLS1 HLA-DMA HLA-DQA1 HLA-DQB1 HLA-DRB4 HSPG2 HTRA2 ICAM3 IFI16 IFI27 IFI35 IFI44 IFI44L IFIT1 IFIT3 IFNGR1 IGFBP2 IGFBP3 IGFBP4 IGHG3 IGHM IGKC IKBKG IKZF1 IL1R1 IL27RA IL2RG IL32 IL4R IL7R INPP5D IRF8 IRF9 ISG15 ISG20 ITGA10 ITGA6 ITGB2 ITM2A ITPR1 JADE2 JAK1 JCHAIN KCND3 KCTD17 KRT14 KRT15 KRT18 KRT19 KRT31 KRT4 KRT5 LAIR1 LAMA3 LAMP3 LAPTM5 LCK LCP1 LCP2 LEF1 LGALS9 LGMN LIPA LMO3 LMO4 LORICRIN LPXN LSP1 LTB M6PR MAL MAOA MARF1 MBNL1 METAP1 MME MMP9 MPO MRC1 MSI1 MTUS1 MX1 N4BP2L1 NCF4 NUCB2 NUPR1 OCLN ODF1 P2RY10 PAX9 PECAM1 PER1 PFKFB2 PI3 PIK3R1 PLAAT4 PLEC PLIN2 PLSCR1 PLXND1 PNRC1 POMZP3 PPL PRKACB PRPF19 PRSS16 PSD4 PSG7 PSMB9 PTP4A3 PTPN12 PTPN6 PTPN7 PTPRC PTPRCAP RAB31 RAB5C RAC2 RASSF2 RFTN1 RGS1 RGS10 RHOG RHOH RNASE1 RNASE6 RNF167 S100A11 S100A4 S100A8 S100A9 SATB1 SBNO2 SCP2 SDC1 SELENOP SELL SEPTIN6 SH3BP1 SIT1 SLA SLC6A2 SLCO2B1 SLPI SOX4 SP100 SPP1 SRGN SRPX SRRM2 ST6GAL1 STAB1 STAT1 STAT5A SYNE1 TACSTD2 TAP1 TBC1D2B TCAP TCF7 TGFB1 TGFBI TGFBR2 TGM2 TMX1 TNFAIP3 TNFAIP8 TNFRSF14 TNFRSF1B TNR TOB2 TP63 TRANK1 TRDD3 TRIB2 TRIM22 TRIM29 TSC22D3 TSPAN7 TYMP UBD UBE2L6 UBXN1 UGCG VCAM1 VPS11 VSIG4 WAS ZBTB20 ZIC2 ZYX MODULE_440 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_440 ACY1 ARG1 ARG2 ASL ASS1 BBOX1 CKB CKM CKMT1B CPS1 DIO1 GAMT GATM GLUD1 OAT ODC1 OTC PYCR1 TTR MODULE_444 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_444 ANGPT1 ANPEP CXCL8 EPAS1 FGF1 FGF2 FGF6 IL18 JAG1 KDR MMP19 NRG1 PBX3 PTPRR TGFBI TNFAIP2 TNFSF12 VEGFD MODULE_445 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_445 ACHE ADCY8 ADM DDC DIO1 GAD2 GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F MAOA NPR1 NPR2 TTR MODULE_447 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_447 ANXA5 BMS1 BNIP3 C4A CCT2 COL4A2 CTBP2 CTNNA1 DGCR2 DYNLT1 ECI1 EEF1B2 EIF3C EIF3D EIF3E EIF3F EIF3H EIF3I FAF1 GPS2 ID2 IGFBP2 IGFBP3 KRT8 LCOR NFKBIA NOLC1 NPTXR RBPJ RHOJ RPL29 RSRP1 SEC61B SNRPA TAGLN UQCR11 YME1L1 ZMPSTE24 MODULE_448 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_448 ABHD6 AKAP4 APEH B4GALT2 BNIP3L BVES CATSPERB CD5 CEBPE CKAP5 CLCN6 CLCNKB CSF2RB CTBP2 FGD4 HSD17B7 ICAM4 INSIG1 KCND1 KIF3A MAP1LC3A NHSL1 NUP43 PBX2 PGLYRP1 PITHD1 PLEKHA4 POR PRDM8 PTCRA RAPGEF1 RASGRP3 RNF186 SCGB1A1 SEC31B SELENON SERPINB7 THNSL1 TMEM267 TNFRSF8 TUBB1 UBAP1 WNT5B ZNF17 ZNF397 MODULE_45 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_45 AANAT ABCA1 ACAP1 ACKR2 ACR ACSL1 ACTN1 ADAM19 ADAM8 ADCY7 ADGRE5 ADM AGER AHSG AIF1 ALAS2 ALOX5 ALOX5AP ALPL AMELX ANKRD12 ANPEP ANXA1 AOAH AP1M1 APOC4 APOM AQP3 AQP9 ARAP1 ARC ARHGAP25 ARHGAP4 ARHGDIB ARHGDIG ARHGEF1 ARHGEF6 ARID3A ARL4C ARL6IP5 ARPC4 ASAH1 ASGR1 ASIC2 ATM ATOSB ATP11A ATP1B2 ATP2A3 ATP4A BCKDHA BCL2A1 BCL6 BIRC3 BMP1 BTN3A2 C2 CA4 CADPS2 CAPG CARD10 CASP1 CASP4 CCDC9 CCHCR1 CCL15 CCL5 CCND2 CCNF CCR1 CCR3 CD14 CD2 CD22 CD247 CD300A CD300C CD302 CD34 CD37 CD3D CD3E CD44 CD48 CD52 CD53 CD55 CD58 CD6 CD79A CD86 CD8A CD8B CDA CDK5R1 CEACAM3 CEACAM4 CELF2 CEP135 CFD CFP CHST1 CHST15 CLCNKA CLDN9 CLEC2B CNTN2 CNTN6 COL2A1 COMP CORO1A CORT CPD CPVL CRABP1 CRHR2 CRIP1 CRYBA4 CSF2RB CSF3R CSPG4 CST7 CSTA CTSC CTSS CX3CR1 CXCL8 CXCR4 CYBB CYP11A1 CYP1B1 CYP26A1 CYP4B1 DAPK2 DDX3Y DEFA3 DENND3 DENND4B DGKA DKK4 DLEC1 DLX4 DNM2 DOCK2 DOK1 DOK2 DOLK DPH2 DPT DPYD DPYSL4 DUSP6 DVL1 ECE2 EDA EDC4 EFNA2 EFS ELF4 ELN EMP3 ENTPD2 EVI2A EVI2B EXOSC2 F13A1 FADS1 FAM53B FBN2 FCER1G FCGR2A FCGR2B FCGR3A FCGR3B FCGRT FCMR FCN1 FDXR FGL2 FGR FHIT FLNA FLT3 FMNL1 FOSL2 FPR2 FST FUT7 FYB1 GATA1 GBP1 GBP2 GCH1 GFPT2 GIT2 GJB1 GJB5 GLIPR1 GLRX GMFG GMPR GNG11 GNLY GPA33 GPSM3 GRN GYPB GZMA GZMB GZMK H2AC6 H2BC12 H2BC21 HAP1 HCAR3 HCK HCLS1 HEG1 HK3 HLA-DMA HLA-DQB1 HLA-DRB4 HMOX2 HPS1 HSPA6 HTR2A HTR3A HTR4 HTR6 HTR7 HTRA2 ICAM3 ID2B IDS IER3 IFFO1 IFI16 IFI35 IFI44 IFIT1 IFIT3 IFNGR1 IGF1 IGHG3 IGHM IGSF6 IKBKG IKZF1 IL10RA IL13RA1 IL1B IL1RAP IL1RN IL27RA IL2RB IL2RG IL3 IL32 IL3RA IL4R IL7R IMPA2 INHBC INPP5D IQGAP2 IQSEC1 IRAG2 IRF1 ISG20 ITGA10 ITGA2B ITGA5 ITGA6 ITGAL ITGAM ITGB2 ITGB7 IVD JAK3 JCHAIN JUNB KCNA5 KCNAB1 KCNAB2 KCND3 KCNJ4 KCNK3 KCNQ1 KCNQ3 KDM5C KDM5D KIAA0513 KIF21B KLRC3 KLRK1 KRT31 KRT4 KRT86 KYNU LAIR1 LAMP2 LAPTM5 LCE2B LCK LCP1 LCP2 LGALS9 LIF LILRA2 LILRB2 LILRB3 LILRB5 LIMK2 LIPA LLGL2 LMO2 LMO4 LPAR2 LPCAT1 LPXN LRCH4 LRIT1 LSP1 LST1 LTB LY6G6C LY86 LY96 LYN M6PR MAGI1 MAL MAN2B1 MAP2K3 MAP4K1 MAPKAPK3 MARF1 MAST3 MAT1A MCRS1 MEGF9 METAP1 MFAP2 MKNK1 MMD MME MMP9 MNDA MPP1 MPPED1 MUC1 MVP MX2 MYEF2 N4BP2L1 NAMPT NCF1C NCF2 NCF4 NEURL1 NFIL3 NFKB2 NFKBIB NFYC NHERF1 NINJ1 NKG7 NMI NNAT NR1D1 NRG2 NRGN NTSR2 OASL ODF1 OLFML2B ORM2 P2RX1 P2RY10 PAX9 PCOLCE PDE4B PDGFRA PECAM1 PF4 PFKFB2 PFKFB3 PFKFB4 PHKG1 PI3 PIGA PIGR PIK3CD PIM1 PIM2 PKN1 PLAAT4 PLCB2 PLCG2 PLCL2 PLEK PLEKHO2 PLK3 PLSCR1 PNRC1 POU4F1 PPBP PPP3CC PPP4R2 PPP5C PRELID3A PRF1 PRKACB PRKCB PRKCD PRRC1 PSD4 PSG7 PSMB10 PSMB8 PSMB9 PTAFR PTGS1 PTK2B PTP4A3 PTPN12 PTPN6 PTPN7 PTPN9 PTPRC PTPRCAP PTPRE PYGL QPCT RAB31 RAB4B RAB5C RAB8A RAC2 RAC3 RAD51D RASGRP1 RASSF2 RCBTB2 REL RGS10 RGS2 RHOG RNASE2 RNASE6 RPS6KA1 S100A11 S100A4 S100A8 S100A9 S100P S1PR4 SASH3 SATB1 SBNO2 SCAMP5 SCN2B SCO2 SDC1 SECTM1 SELL SELPLG SEMA4D SEMA6C SERPINA1 SERPINB1 SERPINE1 SFTPC SFTPD SH3BP1 SIPA1 SIX6 SKAP1 SKAP2 SLA SLC11A1 SLC13A2 SLC16A3 SLC16A6 SLC18A3 SLC19A1 SLC22A18AS SLC2A1 SLC2A3 SLC31A2 SLC43A1 SLC5A2 SLC6A2 SLC6A6 SLC6A7 SLC7A11 SLC7A7 SLPI SNCG SNRK SNX1 SOD2 SP100 SP110 SPI1 SPN SRCAP SRGN ST3GAL5 ST6GAL1 ST6GALNAC4 STAB1 STAT1 STAT2 STAT4 STAT5A STAT6 STMN1 STX11 SULT4A1 SYK SYNE1 TACC2 TAF1 TAP1 TARBP2 TBC1D2B TBC1D9 TBX1 TBX19 TBXAS1 TCF7 TCIRG1 TCL1A TFF2 TGFB1 TGFBI TGFBR2 THRA TLR1 TLR2 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFRSF10B TNFRSF10C TNFRSF10D TNFRSF13B TNFRSF1B TNFRSF25 TNFSF10 TNXB TP53I11 TRANK1 TRDD3 TRIB2 TRIM22 TSC22D3 TTLL12 TULP1 TYMP UBE2D1 UBE2L6 UBN1 UBXN1 UGT2B15 VAV1 VAV2 VCAN VPS11 VSIG4 WAS WNT10B XDH ZBED4 ZIC2 ZKSCAN7 ZMIZ1 ZYX MODULE_451 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_451 ALOX12B CCNB1 CDC20 CDC45 CDK1 CDK4 CENPA ESRP1 FEN1 H2AZ1 IQSEC1 KPNA2 MELK MKI67 MKS1 MYBL2 NEK2 NLRC4 PCNA PCNT PLK1 POLR1HASP PRKX PTK7 PTPN23 RNFT2 RPA1 SORT1 SPATA9 TOP2A TOPBP1 TSPYL4 UPF3A MODULE_453 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_453 ANP32E ANXA13 APP BTAF1 CCNF CD109 CFP CTPS1 DHRS11 FAM181A FKBP3 GNS GPRASP1 HCAR1 HCFC1 HMBS IKZF4 INPPL1 INTS1 ITCH ITIH3 ITSN2 KIF14 KLHDC10 KMT2D LDB3 MEAK7 MT1G NEO1 NSUN3 NUDT15 OSBPL10 PAK1IP1 PFKM PLBD1 RAVER1 SETD6 SHCBP1 SYT4 TGM2 TUBE1 TUSC3 VAV2 ZBTB10 MODULE_454 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_454 ADORA2A ADORA2B ADORA3 ADRB2 CALCA CAP1 CAP2 EDNRA GHRHR GIPR MODULE_455 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_455 ABCC2 ACP5 ANXA9 BEX4 C8orf34 CABP5 COLEC12 COQ4 CSTA DPYSL5 DYNC2H1 FOXRED1 GDA GPRASP2 KRT17 KRT19 MAPK8IP2 MEF2C MMP25 MREG MSI1 MX2 MXI1 NHSL1 NKD2 NRCAM PACS2 PHF12 PKIB RALGAPB RAP1GAP RHOU RUNX3 SPON1 SYT13 TACSTD2 TPSAB1 UFSP2 UNC13A MODULE_456 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_456 A4GALT AGO2 ANPEP APOA2 ASB13 ATF6 ATP2C1 BASP1 BCL6 BCL7A BHMT2 BMP7 CBLN1 CCNE2 CCPG1 CD1C CD38 CD83 CD8A CDKN1A CDKN2C CHI3L2 CR2 CREM CTTNBP2NL CYP2E1 CYTIP DDA1 DENND3 DNAJC12 DTX1 DUSP5 EVI2A FAM169A FYN GCC2 GFOD3P GJB2 GMPS GPR65 GSTM1 HASPIN HIF1A HSPA5 HYCC1 IFIT1 IL1B IL6 IL6ST KLHL15 KLHL6 KLRK1 LCK LINC00160 MAL MAPK10 MED29 MGLL MICAL2 MMD MME MMRN2 MSX1 MYBL1 NFKB2 NFKBIA NOX4 NPIPB3 NR4A3 NRAS OAS3 PAG1 PCNA PDGFD PIF1 POLD3 PRKAR2B PRKCH PTGER4 PTK7 RGL3 RIPK3 SAMSN1 SATB1 SCAND2P SELE SH2D2A SIDT1 SLAMF1 SLC2A3 SLC43A3 SON SORL1 SRSF5 STAG3 STARD4 STAT4 STX11 SWAP70 TLR1 TNF TNFAIP3 TNFRSF25 TOX TRAF1 TRIB2 TRIB3 TSPAN7 YIF1B ZNF16 ZNF608 ZNF652 MODULE_457 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_457 CCNO KPNA2 MYB NCL NOLC1 NPM1 SNRPD1 SRSF2 UNG ZNF146 MODULE_458 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_458 AKAP17A AKT3 ARHGEF28 BHMT CA3 CCL4 COL13A1 CRX ECM2 FBRS FMNL1 GP2 IFI44L IFT52 ITGB4 JAG2 KASH5 KCNQ1OT1 KLRC2 LGALS7 MAL MAP9 MED12 MMP7 MUCL1 NR1H4 NR4A3 PLCL1 ROS1 SERPINB3 SLC19A1 SLC22A1 TF THEMIS2 TMC5 TP53 TRPC1 ZMAT1 MODULE_459 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_459 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADIPOR2 AHNAK AKAP8L ALG6 ALKBH4 AMIGO1 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARG1 ARHGAP15 ARHGAP20 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CBLN1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CTSZ CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCLK1 DCTN3 DDX60 DES DEXI DIO3 DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DPYD DYNC2LI1 DZIP3 EARS2 EEF1D EFCC1 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPHB6 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FUCA1 FURIN GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN HACD1 HBE1 HIF1A HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1R2 IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGA4 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC14 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PCGF1 PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PITPNC1 PKIA PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRT PTPRZ1 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SEMA4A SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPMAP2 SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 TIMELESS TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TMT1A TNFRSF13C TOR4A TP53 TRABD TRIM14 TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_46 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_46 ADA ADORA2A ADRA1D ADRA2A AFP AGRP AIM2 AIRE AKR1C3 ALCAM APOE AQP9 AREG ARHGDIB AZGP1 B2M BATF BCAT1 BCL2 BCL6 BPI BST1 BST2 BTG1 C1QA C1R C1S C2 C3 C3AR1 C4B C4BPA C4BPB C5 C5AR1 C6 C7 C8A C8B C8G C9 CAMP CAPG CCL1 CCL11 CCL13 CCL14 CCL15 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCN1 CCR1 CCR2 CCR5 CCR9 CD101 CD14 CD19 CD1B CD1C CD2 CD22 CD24 CD247 CD27 CD300C CD3D CD3G CD4 CD40 CD48 CD5 CD53 CD55 CD59 CD5L CD6 CD69 CD72 CD79A CD79B CD81 CD83 CD86 CD8A CD8B CDK5R1 CEACAM1 CEBPB CEBPE CFB CFH CFHR1 CFI CFP CHIT1 CHRM3 CIITA CLC CLEC2B CLU CNR2 CR1 CR2 CREG1 CRIP1 CRLF1 CSF1 CSF2RB CSF3 CSF3R CSRP2 CST7 CTSC CTSG CTSS CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR4 CYBB DAB2 DEFA4 DEFA5 DEFB1 DEFB4A DNAJC3 DPP4 EDA EDN1 EDNRA EGF EGR4 EMP1 EMP2 EMP3 ENPEP ENTPD1 EPS8 ERBB2 EREG ERG ETS1 EVI2A F2 F3 F8 FAS FASLG FCER1A FCER1G FCGR2A FCGR3A FCGR3B FCGRT FCN1 FCN2 FGA FGB FGF6 FGF7 FGF9 FGG FGR FLT3 FN1 FYB1 FYN GALR3 GAS6 GATA3 GBP1 GBP2 GBX2 GCG GEM GNLY GPR183 GPR65 GPX3 GRAP2 GRN GZMA HBEGF HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HLA-F HLA-G HP HTN3 IFI27 IFI44 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNGR1 IFNGR2 IGF1 IGF2 IGLL1 IGSF6 IL11 IL15 IL15RA IL16 IL17A IL18 IL18R1 IL1A IL1B IL1R1 IL1RAP IL24 IL27RA IL2RB IL2RG IL3 IL4R IL6 IL6R IL6ST IL7R IL9 INSIG1 IRF1 IRF7 IRF8 ISG15 ISG20 ITGB2 ITK KCNN4 KIR2DL4 KIR3DL1 KLF6 KLRA1P KLRC1 KLRC2 KLRK1 LAMP3 LAT LBP LCP2 LGALS3BP LIF LILRA1 LILRA2 LILRA3 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LRP1 LSP1 LST1 LTA LTB LTBR LTF LY6E LY6H LY86 MAD1L1 MDK MGST2 MGST3 MIA MNDA MPO MS4A1 MS4A2 MST1R MTHFR MX1 MX2 MXD1 MYC NAB2 NAMPT NCF1C NCF2 NCF4 NFKBIA NPY NPY1R NR4A2 NRP1 OAS1 OASL OPRK1 ORM1 ORM2 OSM OSMR P4HA2 PAX5 PDCD1 PDGFA PDGFB PDGFRA PF4 PGLYRP1 PPBP PRF1 PRG2 PRKD1 PSMB9 PSPHP1 PSTPIP1 PTAFR PTGER4 PTMS PTN PYY RAG1 REG1B RNASE6 RUNX3 S100B S1PR2 SAA1 SELL SELP SEMA3C SEMA4D SERPINF1 SERPING1 SFN SFTPD SH2B2 SH2D1A SKAP1 SLAMF1 SPOCK1 ST6GAL1 STAT1 STAT3 STAT5A TACSTD2 TFF1 TFF3 TGFA TGFB3 TGFBI THPO TIMP1 TIRAP TLR1 TLR2 TNFRSF13B TNFSF10 TNFSF11 TNFSF12 TNFSF14 TPSAB1 TYROBP UBD UBE2C UMOD VIP VIPR1 VTN XCL1 ZEB1 ZFP36L2 MODULE_462 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_462 AKR1C3 ALOX15 ALOX15B ALOX5 ALOX5AP CYP4F3 FDXR HPGD HSD17B4 LTA4H MGST2 PTGDS PTGIS PTGS2 UGDH MODULE_464 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_464 ALDH1A1 ALDH1A2 ALDH1A3 ALDH3A1 ALDH3A2 ALDH3B1 ALDH3B2 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH9A1 AOX1 BCKDHA MODULE_465 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_465 ALDH3B2 ATL2 BAZ1B C5 C5AR1 CD24 CRISP1 DUSP6 FPR1 GTF2H2 MIR4453HG PDE3B RGS4 SLC27A4 SRXN1 SYN3 MODULE_47 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_47 ACTA2 ACTG2 ACTN1 ADAM9 ADAMTS1 ADNP AEBP1 AKR1C1 ALDH1A3 ALPK2 APOA1 AQP1 BAALC BASP1 BGN BMP1 BST1 C1R C1S CALD1 CALU CAVIN1 CCN2 CD34 CD99 CDH11 CDH5 CDKN1A CFHR1 CKAP4 CLEC3B CLIP3 CNN1 CNN2 CNN3 COL12A1 COL15A1 COL16A1 COL18A1 COL1A1 COL1A2 COL3A1 COL4A1 COL4A2 COL5A2 COL6A1 COL6A2 COL6A3 COLEC12 COPE CRISPLD2 CRYAB CTSE CTSK CXCL12 CXCR4 CYP1B1 DAB2 DDR2 DENND4B DES DKK3 DMRT2 DPYSL3 ECM1 EDNRA EGLN3 EHF ELOA EML1 EMP3 ENPEP F2R FAP FBLN1 FBLN2 FBN1 FGF12 FGFR1 FILIP1L FLII FN1 FPR1 FRZB FYTTD1 FZD7 G0S2 GAS1 GAS6 GJA1 GJB2 GNG11 GSDME H19 HIF1A HNMT HOXA5 HSD17B6 HTRA1 ID3 IGFBP3 IGFBP4 IGFBP7 IGFLR1 IL6 INHBA ISLR ITGB5 JAM3 JUN KCNK2 KDELR3 LAMB1 LDB2 LGALS1 LMCD1 LOX LOXL1 LOXL2 LRP1 LRRC32 LTBP1 LTBP2 LUM MAF MAP1B MARCKS MCAM MEG3 MFAP2 MLLT11 MMD MMP11 MMP2 MOXD1 MRC2 MXRA5 MYL9 MYLK NAA11 NBL1 NDUFAF3 NNMT NOTCH3 NRN1 P4HA1 PALLD PAMR1 PCOLCE PDGFRA PDGFRB PDGFRL PDPN PECAM1 PFKFB3 PHLDB1 PKIB PLAGL1 PLAU PLAUR PLOD1 PLPP2 PLTP PLXND1 PMEPA1 PMP22 POSTN PPIC PRELP PRR16 PSG5 PTGIS PTN RAB31 RARRES2 RGS16 RGS5 RPS6KC1 S1PR1 SCG2 SCG5 SELENOP SEMA3C SERPINE1 SERPINF1 SERPING1 SERPINH1 SGCE SH3BP4 SIRT3 SLIT2 SMTN SPANXA1 SPARC SPOCK1 SPON1 SRGN ST7L SV2B TAGLN TCF4 TEK TENM2 TGFBI THBS1 THBS2 THSD7A THY1 TIE1 TIMP3 TM7SF3 TMEM47 TNC TNFAIP6 TNFRSF11B TPM1 VAV3 VCAN VGLL4 VIM VWF WDTC1 WWTR1 ZEB1 ZNF521 MODULE_470 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_470 ABCA2 ADGRB3 ADGRL2 ADGRL4 ARHGAP22 IGFBP5 MAOA PF4 PFKL PPBP PRLR PTGS2 PTH1R STAR TMPRSS15 VIPR1 MODULE_471 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_471 ACSL1 ASNS CBS GCLC GCLM LAP3 ME2 ME3 SDS SHMT2 MODULE_474 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_474 CCN1 CCN2 CCN3 CCN5 HTRA1 IGFBP1 IGFBP2 IGFBP3 IGFBP5 IGFBP6 IGFBP7 LTBP1 NEDD9 QSOX1 SHC1 SOCS1 SOCS3 MODULE_478 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_478 APOH FCER1A FCER1G FCER2 FCGR2A FCGR3A FCGRT HCP5 IGLL1 LGALS3 LILRB2 LILRB3 P4HA2 P4HB PLOD1 PLOD2 PLOD3 PSG3 TLR3 MODULE_48 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_48 ACE2 ACTN1 ACYP2 ADAMTS10 ADAMTS5 ADAMTSL1 ADARB2 ADORA1 ADPRHL1 AHSG AJAP1 AK1 AKAP4 AKT1 ALKBH3 ANKRD26 ANKZF1 ANO3 APOBEC1 AQP2 ARHGAP45 ARMCX5 ARSB ART3 ASAP3 ASB12 BCAP29 BCAS1 BEND5 BEST3 BICD1 BMPR1B BPESC1 BSCL2 BSN BTC C22orf31 C8orf34 CA4 CABP5 CAPNS2 CCHCR1 CCS CD72 CD99L2 CDC14A CDKN2B CDX1 CECR2 CELA2A CELA3A CELSR3 CIRBP CNBD2 COBL COL20A1 CPA1 CPA6 CPED1 CREB3L1 CRYGA CSMD3 CYP2A7P1 CYP39A1 DDA1 DDN DDX39B DENND3 DHRS3 DIS3 DMWD DMXL2 DNAJC10 DNAJC28 DPF3 DPM3 DSG1 DSG2 DYNC2I1 EDN2 EEF1G EGF EIF4EBP1 ELAPOR1 EMP2 EMSY ENTREP1 EPB41L4A EPS8L3 ERMN ERO1B ETAA1 FAM135B FAM199X FAM234B FAM83D FASTKD1 FBXL5 FEZ2 FOXF2 FOXJ1 FSTL4 FXYD2 GABRA2 GALNT13 GALNT15 GCM2 GIMAP5 GIT2 GLT8D2 GNGT2 GPC4 GPC5 GPR35 GPRC5C GRB2 GRIK2 GRIP2 GRP GSN GTF3C1 GTF3C4 H4C3 HAS2 HCG4 HIF3A HMBS HMGA1 HOOK1 HOXB13 HOXB8 HPCAL1 HRAS HSPB2 HTR2B HTRA2 ICMT ICOS ID2B IFTAP IL33 INMT INVS IRF4 ITIH5 ITLN2 KCNA4 KCNJ4 KCNMB3 KCNV1 KIF3B KLHL25 KLHL3 KLK11 KLK4 KMT5C KRT10 LAMTOR5 LGMN LINC00839 LINC01549 LRRC37A LRRC8D MAP1A MAPK9 MAPRE1 MCF2L MCPH1 MED15 MEGF11 METTL16 MRGBP MRPS31 MS4A5 MUCL1 MYBPH MYL2 MYO15A MYT1L N6AMT1 NAT8 NCF2 NFATC2IP NFATC4 NLRP12 NLRX1 NOTCH1 NOX4 NRP1 NTRK3 NUSAP1 NXPE4 OAS3 OPHN1 OR2I1P ORC6 OTOF OTX2 P2RY6 PABPC3 PAX2 PBK PCDHB15 PCNP PDE5A PER1 PERP PGAP3 PGLYRP4 PGS1 PHKG1 PIMREG PLA2G12B PLCD1 PLPPR4 PLXDC2 POLE2 POPDC2 PPAT PPDPF PPFIA2 PPP1R13B PRDM10 PRKACB PRR5L PRRG3 PRSS3 PSCA PURG RAB27A RBM15 RBM17 RBMS1 REM2 RFX7 RGS14 RGS8 RHO RHOT1 ROBO1 ROBO4 RPS2 S1PR5 SAMHD1 SANBR SCAPER SFTPD SGSH SH3TC1 SIAH1 SLC16A4 SLC22A2 SLC22A8 SLC25A28 SLC52A1 SLC7A9 SMPD2 SNURF SNX8 SOHLH2 SOX1 SPACA9 SPDEF SPO11 SRPK1 STAR STK25 STRA6 STX1B STYXL2 SYN1 SYNGAP1 SYNPO2L SYT4 TAFA5 TBC1D8B TBL3 TBX5 TCIM TCL6 TDRKH TERT TEX14 TFPI TGM3 TINCR TIRAP TLL2 TMA7 TMC5 TMCC3 TMED5 TMEM200A TMEM231 TMEM30A TMEM40 TNNT1 TOP6BL TOR2A TOX2 TOX4 TPK1 TRAPPC6A TRPA1 TSHB TSPAN8 TTI1 TTN TXNDC12 TXNIP TYMP UBE2E1 USP6 VAMP5 VIL1 VPS45 VWF WDR46 WDR75 WNT10B XKR4 YWHAE ZBTB25 ZCCHC4 ZNF175 ZNF195 ZNF211 ZNF214 ZNF333 ZNF343 ZNF365 ZNF408 ZNF462 ZNF777 ZNF79 MODULE_480 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_480 AAGAB ABCA7 ACSL3 AK3 ALDH1B1 AP1S1 ATE1 AZGP1 BET1L BMP6 BOD1L1 CARD16 CCNB1 CFI CHCHD6 CISH CLSTN3 COL4A5 CRBN CYRIA CYTH1 DCAF10 DHRS3 DLX5 DMD DNAAF8 DNAJB1 ENOX1 FERMT2 FGF13 FLVCR1 FOSL2 FRMD4A FUZ GALC GAS2 GEMIN7 GPD1 GTPBP3 HLA-DPA1 HLA-DRB4 HMGN2 HS6ST1 HSPA1B IFI35 KCND1 KIF13A LBP LEP LHX3 LIMK2 MAD2L2 MAP4K2 MCTS1 MIEN1 MIF4GD MIS18A NBPF3 NDUFAF3 NOL7 NUMA1 NUP210 OSBPL2 PCTP PILRB PLPP3 PMS2P1 PPP1R11 PSEN1 PTHLH PYROXD1 RAB3GAP2 RMDN3 RNF139 SERPINA3 SIL1 SINHCAF SLC5A1 SNED1 SNX2 SPOCK2 SRPRB SYNGR1 SYT1 SZRD1 THEMIS2 TIMP1 TMEM143 TRIP4 TRPM1 UQCC2 WNT3A YPEL3 YTHDF2 ZEB1 ZNF224 ZNF559 ZNF587 MODULE_481 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_481 ABCC13 ACOX2 ADRA2A AFP APOH ARHGAP24 AURKC BACE2 BMAL1 BMERB1 BPI CACNA2D1 CDH2 CFHR1 CHEK1 COMP COX4I1 CPN2 CRMP1 CRYGC DDT DGKI EFNB3 ESRP2 EXOC7 F12 FBN3 FGF7 FGFBP2 FMOD GAS5 GATA6 GNAZ GRB14 H3C11 IL18BP IL1RAP INA ITGA9 KIFC1 KLHL25 KLHL28 LGR4 LOXL1 MAGOHB MAP6 MAPK8IP2 MRTFB MUC4 MYNN NREP NUDT4 NUP160 PAX2 PCDH17 PDE1A PHF14 PITPNB PPP2R3A PRKD1 PTBP2 PTGIS R3HDM4 RAB29 RAD54B RIC1 SEMA3C SIGLEC9 SLC22A2 SLC30A9 SLC36A1 SPEF1 SPINK1 TAF4 THSD1 TLR3 TMEM14A TMEM158 TMEM190 TNFRSF11B TOR1B TTLL4 TTTY11 UMOD VPS13C XCL2 ZFP28 ZKSCAN3 ZNF765 MODULE_484 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_484 ABTB1 ARHGDIB ARHGEF1 CCND3 CORO1A CYFIP2 DECR1 DOCK2 FAM32A GMEB2 GRK2 HDAC7 HP1BP3 INPP5D ISG20 LDHB LIMD2 LSP1 MAP4K2 MOB3A NBEAL2 NCF1C NME3 NUMA1 PKN1 RAB4B RAC2 RPL27 RPL37 RPLP2 RPS9 SIPA1 SNX17 SOCS7 SPPL2B SURF1 SYK SYVN1 TAFAZZIN TRAP1 TYK2 UCP1 MODULE_485 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_485 ACYP2 ARHGEF16 ARL2 AURKA BDH1 BUB1 CAP2 CCNA2 CD24 CDC6 CELF4 COL10A1 DENND3 DLGAP5 ELF3 FADS2 FCHO1 GLT8D2 GPC5 GPN2 GPR160 GRIK2 GSDMB HOOK1 IPPK KRT20 MAP1A MCF2L2 MSX2 MYBL2 NQO1 NT5DC2 PCLAF PCNA PDK2 PLIN2 POLE RBM42 RFC4 RRM2 S100P SCG3 SLC40A1 SNRPB SSH1 SSUH2 STX6 SYT4 TINCR UBE2S UNG ZNF777 MODULE_486 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_486 ADM ALPK2 AMT APBA1 APLP1 ARGLU1 ARHGAP23 ASS1 ATAT1 ATG16L2 BACE2 BCAS1 BDKRB2 CABYR CAMKV CCND2 CCNF CCNL2 CCNT1 CD14 CDC6 CHKB CKB CLUHP3 CROCCP2 CRYAA CTF1 CYP3A7 DBH-AS1 DDX17 DDX5 DEDD DNAJC4 EDARADD EN2 ENG FKBP8 GNAZ GPRASP1 GSTM2 HDAC10 HDAC7 HOXA10 IFT43 IGFBP2 IGSF1 INPPL1 INTS1 JAG2 KIF1A KMT2D LRRC37A4P LUC7L3 MAOB MAP4K2 MED12 MPRIP MYO9A NHERF2 OGDHL PARD6B PEX5 PLXNB1 PLXND1 PNPLA2 PRKCQ PRPF8 PWWP3A RAB11B RALGAPA1P1 RALGAPA2 RARA RBM6 REEP1 RNF40 RNPC3 SCD SERPINB6 SF3B1 SHBG SLC19A1 SLC35A4 SLC35F6 SNPH SNRNP70 SPPL2B STARD10 STMN1 SULT1A3 TAF6 TBCK TFR2 TRAF2 TRPM2 TSC2 UGT2B7 USHBP1 VDR VNN1 VPS72 MODULE_488 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_488 ADRA1A AIF1 BTG1 BTG2 BTG3 CDKN1A CDKN2A CDKN2B CXCL1 CXCL8 EIF2AK2 EMP3 FGFBP1 GAS1 GPNMB IFITM1 IGFBP6 IL1A IL1B IL6 KAT2B KLF10 NME1 NME2 PMP22 RARRES1 S100A11 SSTR3 TM4SF4 MODULE_489 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_489 ADRA1A ARHGAP26 CD79B CLCN3 GABRA2 GABRA3 GDF5 GRAP HES2 HPCA IFNA4 ITGAM KIF1A MAD1L1 MFNG NCF1C NTN3 NTSR1 POU6F2 PRM2 PRTN3 PYGM REM1 SAG SGCA SLC28A1 SLURP1 SOX3 SPTLC2 TG VIPR2 ZFY MODULE_49 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_49 A1BG ABCA12 ABI3BP ACBD6 ACE2 ACSM5 ADAM11 ADAMTS12 ADAT3 ADCYAP1 AHCTF1 AHNAK2 AK1 AKAP9 ALOX12 ANKMY1 ANKRD27 ANXA10 AP5S1 ARHGAP28 ARHGEF40 ATIC ATP2B3 ATP9B B3GAT3 BBS1 BCAS4 BORCS8-MEF2B BTBD8 C1orf105 C20orf141 C22orf23 C2CD3 CACNB4 CAPS2 CCDC40 CCDC65 CCL26 CD72 CDC14A CDX1 CHL1 CLXN CLYBL CNDP1 CNTNAP2 CNTNAP5 COL9A1 COPS7B CORO2B COX8A CPEB1 CPNE1 CSPG5 CTAG1B CTPS2 CTRB1 CXCR5 CYP4F3 DAO DDN DEFB127 DGCR5 DMRT3 DNAH5 DNAI1 DNAI4 DOP1B DPH3P1 DRC7 DSCAM DUSP13B DYNC2LI1 EDDM3B EEF1D EFCC1 EIF3H ELAPOR1 ELAVL4 ENKD1 ENPP4 EPB41L1 ESPL1 EXOC5 FAM200C FAM53C FBXO42 FCHO1 FCMR FDX2 FLNC FLRT1 FOSL2 FOXRED1 FRAS1 FRZB FSCN3 FTH1 GADD45G GAP43 GATAD2A GBP5 GGPS1 GIGYF2 GMIP GNA14 GNGT2 GNLY GPATCH1 GPKOW GPN2 GPR55 GSTT4 GTF3C1 H2AP H2BC7 H4C14 HBP1 HCRTR2 HDAC9 HIC2 HOXC4 HS3ST2 IFFO1 IKBKB IL18 IPO11 IQCN ITGB1BP2 KAT2B KCNA1 KCNE4 KCNG4 KCNIP1 KCNJ14 KCNK3 KCNMB3P1 KCNN3 KCNQ1DN KCNS2 KLHL24 KLHL28 KLHL32 KLK2 KLK6 KLRG1 LGALS13 LGSN LILRA4 LMAN1L LRRN2 MAPK8IP1 MARCHF4 MBD2 MCF2L2 MCPH1 MIOS MKKS MOV10L1 MRPS27 MUCL3 MXRA8 MYBBP1A MYCBPAP N4BP3 NAA40 NABP1 NAGK NDUFAF5 NEIL3 NELL1 NHLH1 NLGN1 NLRP1 NMRAL1 NMRK1 NOL10 NPDC1 NXPH2 NXT2 ORC4 OSTC OTOR OTP P2RX3 PARP10 PCDHB7 PDE4DIP PDP1 PGAP2 PLCD4 PLXNA1 POF1B PRR5L PRR7 PSD2 PYCARD RAB7B RAD21 RASGRP4 RBBP5 RBM42 RETREG2 REXO1 RIMS1 RIPK4 RLN2 RP2 RPL18A RRP12 RTL10 RTTN SAG SCGB3A2 SGF29 SH3GL1 SH3GL3 SH3RF1 SH3YL1 SLC12A5 SLC12A8 SLC16A5 SLC25A28 SLC35A5 SLC39A4 SLC66A1L SLC7A10 SMCP SMG7-AS1 SNAI1 SNAP25 SNAP47 SNTA1 SNX4 SPANXB1 SPDL1 SPRTN SPZ1 SRPK3 SSU72 ST3GAL3 STK32B STK38L STXBP1 SYT13 TAC3 TAF4B TAF9 TAS1R1 TCEAL4 TDP1 TDRD7 TGFB2 TGFBRAP1 TGM4 THAP10 TICAM1 TINAG TLE6 TMCO6 TMEM132B TMEM216 TMEM63A TNFSF4 TOMM22 TOR2A TRAPPC1 TRPM2 TTF1 TTLL2 TTTY14 TXNDC17 TYMP UBB UPB1 VAMP5 WEE1 WNK3 WNT1 YEATS2 ZBTB45 ZFYVE1 ZNF214 ZNF256 ZNF267 ZNF282 ZNF343 ZNF423 ZNF668 ZNF821 ZNF837 ZNF845 MODULE_491 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_491 ABI1 ACSL3 ADAM10 ANKS1A ASAH1 ATP1A1 ATP6V1B2 B3GALT6 BCL2L12 BTG1 CAPN3 CASP1 CD163 CHMP2A CHSY1 CIAO2A CRYL1 DENND2D DHRS7 ENTREP1 FABP4 FANCG FBXO7 FRMD4B GAB2 GPM6B GYG1 HEXA HLA-DRA HNMT HPS4 IGKC IRF2 IRS2 KCNN4 LAMP2 LPIN1 LYSET MAD2L1BP METTL9 MLANA MPG MTMR6 MUTYH MXI1 NAMPT NCSTN NECTIN1 PARP4 PIKFYVE PLSCR1 PORCN PRELP PYGB RHOQ RNF14 RPGR RPLP2 RXRG RYBP SAA4 SLC23A2 SLC25A13 ST3GAL4 ST8SIA1 STX7 STXBP1 SUOX SYPL1 TM2D1 TMEM59 TMX4 TRIB2 TUBB4B TYRO3 UBE2V1 VEGFA VPS36 ZBTB40 MODULE_492 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_492 AEBP1 ASAH1 ATP6V1B2 ATP6V1C1 ATP6V1E1 ATP6V1F CPA1 CPB1 CPB2 CPN1 CTSA FUCA1 GLA GLB1 HEXA HEXB NAGA MODULE_493 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_493 ABCC5 AFAP1 ARNT2 ATRX CD58 CENPT CHD3 CHTOP CKMT2 CLIP2 CNNM4 COMMD7 CRLF3 CTDSPL DCBLD2 DENND2B DNA2 DRAM1 EFNA4 EPHA4 EPHB1 GJA1 JADE2 KDM1A L3MBTL1 LAMA4 LAMB1 LARP6 LCMT1 LPCAT2 LTBP1 MITF MTR MYLIP MYO5C NDE1 NSUN2 OFD1 OTULINL PDLIM7 PFDN4 PPM1H PUDP SEPTIN8 SF3B6 SLC25A14 SMIM29 SMURF2 SOCS5 SRCAP SSBP2 ST6GALNAC2 STARD9 TCF4 TIMP3 TMSB15A TOB2 TPM1 TPTE2 TRAPPC2 TRIP10 UBE2E3 XAGE1B ZBED5 ZMIZ1 ZNF189 ZNF292 ZP3 ZXDC MODULE_495 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_495 C2CD4C CCDC68 CDADC1 CKAP2 HGD ICAM4 IL1RAP LEAP2 LRRN3 NECTIN2 PPP4R4 RCBTB2 RGS1 SULT1E1 VRTN XPNPEP2 MODULE_497 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_497 ADARB1 ALX1 BAMBI FOXG1 GABRA5 GNAT1 GRIK1 KIAA0040 NHLH1 NHLH2 NNAT NPAS1 NPTX1 PAX6 PCP4 PDE6H PTPRR RAD9A S100B SEMA3A SERPINI1 SLC4A2 SLIT1 SNCA TAC1 TBR1 TFF1 UGT8 ZIC1 MODULE_5 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_5 ABCA3 ABLIM1 ACKR1 ACP2 ACP5 ACSL1 ACTN1 ADAM19 ADGRE5 ADH1A ADH1B ADH1C ADIPOR2 ADIRF ADM AGER AGR2 AIF1 ALAS1 ALCAM ALDH1A1 ALOX5 ALOX5AP ALPL ANGPT1 ANOS1 ANXA1 ANXA2 ANXA3 ANXA4 AOC3 AP1M1 APOC1 APOD APOE APRT AQP1 AQP3 AQP4 ARHGAP4 ARHGDIB ASAH1 ATP11A BCAM BIRC2 BLVRB C1QB C1S C2 C7 CACNA2D2 CADM1 CALCRL CALD1 CALU CAPG CASP4 CAV1 CAV2 CAVIN1 CCL15 CCL18 CCL2 CCL3 CCL5 CCN1 CCN5 CCND1 CCR1 CD14 CD151 CD163 CD302 CD34 CD37 CD44 CD52 CD53 CD55 CDA CDC42EP1 CDH11 CDH5 CDKN1A CEACAM6 CES1 CFD CHI3L2 CITED2 CLDN18 CLDN5 CLDN7 CLEC2B CLEC3B CMAHP CNN3 COL1A2 COL3A1 COL4A1 COL6A1 COL6A2 COL6A3 CORO1A COX7A1 CRIM1 CRIP1 CRYAB CSF2RB CSF3R CSRP1 CST7 CTSA CTSC CX3CL1 CXCL1 CXCL2 CXCL8 CYB5A CYB5R1 CYBB CYP1B1 CYP27A1 CYP2B6 CYP4B1 DAB2 DDX21 DEFA3 DEFB4A DEPP1 DHRS3 DLC1 DMBT1 DNM2 DPYD DPYSL3 DTX4 DUSP6 ECHS1 EFNA1 EMILIN1 EMP2 EMP3 ENG ENPP2 EPAS1 EPB41L3 EPCAM ETS2 F13A1 F3 FABP4 FADS1 FBLN1 FBP1 FCER1G FCGR2A FCGR3A FCGR3B FCGRT FCN1 FGFR1 FGFR4 FGR FLNA FN1 FOLR1 FOSL2 FSTL3 FUCA1 G0S2 GATA2 GBP1 GJA1 GLRX GMFG GNG11 GNS GPC3 GPNMB GPRC5A GPSM3 GPX3 GRK5 GRN GYG1 HCK HCLS1 HEG1 HES1 HLA-DMA HLA-DQA1 HLA-DQB1 HMOX1 HOPX HP HPGD HPR HSPG2 ICAM1 ID1 IER3 IFI16 IFI27 IFNGR1 IGFBP4 IGFBP6 IGHG3 IGHM IL13RA1 IL1B IL1R1 IL1RN IL2RG IL32 IL4R IL6 IL7R INSIG1 IRF1 IRF9 ITGA3 ITGA6 ITGAM ITGB2 ITGB5 ITPR1 ITPR3 JCHAIN JUNB KLHDC3 KRT18 KRT19 KRT7 LAIR1 LAMA5 LAMB2 LAMP3 LAPTM5 LCN2 LCP1 LCP2 LDB2 LDLR LGALS9 LGMN LILRB3 LIMK2 LIPA LMO2 LMO3 LPCAT1 LPL LPXN LRRC32 LST1 LTBP2 LTBR LUM LYN MAFF MAGI1 MAL MALL MAOA MAOB MAP2K3 MAPKAPK3 MARCO MEGF9 MFAP4 MGLL MMP9 MNDA MRC1 MSLN MSMO1 MTUS1 MUC1 MVP MX1 MYH11 MYL9 MYLK MYO1B NAMPT NCF4 NDUFB7 NEBL NEDD9 NFIL3 NKG7 NKX2-1 NNMT NOTCH3 NR4A1 NRGN NUPR1 ORM2 P4HA2 PALM2AKAP2 PCDH17 PCOLCE PDGFRA PDGFRB PDXK PECAM1 PER1 PGC PIK3C2B PIM1 PLAAT4 PLAUR PLEC PLIN2 PLSCR1 PLXND1 PNP PON2 POSTN PPL PPP1R15A PPP4R1 PRB4 PRR4 PSMB9 PTGDS PTP4A3 PTPN12 PTPRC PTPRK PTX3 QSOX1 RAB31 RAB5C RAC2 RAMP2 RARRES2 RBMS1 RBPMS RFTN1 RGS2 RGS5 RHOB RHOG RNASE1 RNF167 RPS6KA1 RRAS S100A11 S100A4 S100A8 S100A9 S100P SCGB1A1 SCNN1A SDC1 SEC11A SECTM1 SELENOP SELL SEPTIN10P1 SERPINA1 SERPINA3 SERPINB1 SERPINH1 SFTPB SFTPC SFTPD SLA SLC16A3 SLC2A3 SLC39A7 SLC39A8 SLC7A7 SLCO2B1 SLIT2 SLPI SNRK SNX1 SOCS3 SOD3 SRGN SRPX SRRM2 ST6GALNAC4 STAB1 STAT1 STAT3 TACSTD2 TAP1 TBC1D2B TBX2 TCEAL4 TCIRG1 TEK TFPI TGFB1 TGFBI TGFBR2 TGFBR3 TGM2 THBS1 TIMP2 TIMP3 TLR2 TM4SF1 TNC TNFAIP2 TNFAIP3 TNFRSF14 TNFRSF1B TNFSF10 TNXB TPM1 TPM2 TPSAB1 TSPAN1 TSPAN3 TSPAN7 TYMP UBE2L6 UGCG UPP1 VAMP5 VCAN VEGFA VSIG4 VWF WAS WFDC2 WFS1 WIF1 WWTR1 ZYX MODULE_50 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_50 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA7 PSMB1 PSMB10 PSMB2 PSMB3 PSMB4 PSMB5 PSMB7 MODULE_500 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_500 ABCE1 ANKRD26 ANXA13 CD247 DDX6 EPB41 ERCC2 FUT6 GAGE12G GNRH1 GPR143 HOXA4 IL1RL2 IL6 KCNAB2 KCNMB3 KLF5 KRT4 MSH3 NDST2 NFKB2 P2RY6 PLAUR RABIF RAC2 SEMA4D SPP2 ST6GAL1 TERF2 TFF2 MODULE_501 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_501 ACTN3 APCS ASGR1 BST1 CASP1 CD1C CHRNB4 DUSP2 EDN3 HBEGF LTBR MMP14 PDXK SEMA3C SERPINB8 MODULE_503 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_503 ACACB ACTA1 ADA ALG12 ATG5 AUP1 BMP2 CBY1 CC2D2A CCDC88A CCN3 CD14 CDC42SE2 CHORDC1 CKB CLIC4 COL16A1 CRNKL1 CTNNAL1 DBNDD1 DHODH DLK1 DLL1 DPAGT1 EID1 ELK1 ELL EXOSC4 FKBP1B FOXS1 GABRA2 GATM GC GLRX H3-3B H4C14 HGD HYOU1 IL1R1 KDM5D KLHDC10 KLK6 KPTN LAMTOR1 LEAP2 LHX2 LIMCH1 LIMS3 LSM14A LYN MARCKS MARF1 ME2 MECP2 MGAT3 MKNK2 MLF1 MPPE1 MTMR2 MYH11 MYLK2 MYO1C NF2 NINJ1 NNMT NNT NUP54 NXN OXR1 PCGF3 PDGFRA PFDN4 PLAUR PLPBP PNLIP PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PRSS8 PTBP1 PTMA RHAG RNASEH2C RNF11 RNF4 RPLP2 SARM1 SETDB1 SLC20A1 SLC25A1 SLC25A16 SLC25A37 SLC9A1 SMYD5 SRP14 SSR3 TAGLN3 TBC1D2B TECPR2 TMEM97 TNFRSF14 TRAF6 TRIM4 TXNDC16 TYMP VASH2 WNT5B WWP1 ZNF217 ZNF667 MODULE_505 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_505 CYP11B2 DCT DDT HSD11B1 HSD17B1 HSD17B4 HSD17B7 N6AMT1 SRD5A2 SULT1E1 TYR TYRP1 UGT2B10 UGT2B15 UGT2B4 UGT2B7 MODULE_509 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_509 AP1S2 AP2A1 AP2S1 AP3S1 FDFT1 FDPS HPCA HPCAL1 IDI1 LRP8 SEC24D SQLE TUBA4A TUBB4B MODULE_51 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_51 BDKRB2 CD4 CD7 CD8A CD8B CYP1B1 DDR2 DOK1 EDN2 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 FLT1 INSR KDR KIT LCP2 MPZL1 MUSK NRTN NTRK1 NTRK2 PAX6 PDGFRA PDGFRB POU4F2 PTPRG RAPGEF1 ROR1 TEK MODULE_511 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_511 AIG1 ANKRD2 ASPSCR1 B3GNT5 BFSP2-AS1 BTG3 CFAP44 CRYBG1 CTAGE1 DLGAP3 DMRT1 EAF2 FBN3 HYAL3 IPP KATNAL2 KCNJ1 LMAN1L LPCAT2 M1AP MAK MAP7D3 NOD2 OSBPL10 PARP8 PBX4 PCIF1 PKD2L1 PSME4 RNASE2 RNF133 SCPEP1 SLC38A2 SPATA31A7 SRSF12 TMEFF2 TSNAXIP1 XPR1 ZBTB3 MODULE_512 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_512 ACTA1 ACTA2 ACTC1 ACTG2 ADAM12 ALDOA BDKRB2 CALD1 CASQ2 CHRNB1 CKMT2 COL6A3 CRYAB EDNRA FGF2 FHL1 FLII FXYD1 GJA5 HRC MYH11 MYH3 MYH7 MYL1 MYOM1 MYOM2 NEB NOS1 PLN PPP1R12B RYR1 SGCG SSPN TCL1A TNNI2 TNNT3 VIPR1 MODULE_514 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_514 ADH1A ADH1C ADH4 ADH7 CRYZ CRYZL1 DHRS2 FASN SORD TP53I3 MODULE_516 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_516 ANGPT1 ANPEP CXCL8 DIO1 EPAS1 FGF1 FGF2 IL18 JAG1 MMP19 NRG1 PBX3 PTPRR TNFAIP2 TNFSF12 VEGFD MODULE_519 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_519 ADH4 AKR1A1 AKR7A2 AKR7A3 ALDH1A1 ALDH3A1 ALDH7A1 ALDH9A1 ERP29 IDH1 IDH2 P4HB PDIA3 PDIA4 PDIA5 MODULE_52 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_52 AANAT ACR ACSL3 ACTN1 ADAM9 ADIPOR2 ADSL AGT AK2 AKAP12 AKR1C3 ALB ALCAM ALDH1A1 ALDH7A1 AMBP AMELX ANGPT1 ANPEP ANXA1 ANXA2 ANXA3 AP1M1 APOB APOC1 APOE APOH ARFIP2 ARID1A ASNS BIRC2 BMP1 BOP1 BTBD3 BUB1B CALD1 CALU CAP2 CARD10 CASP2 CAV1 CAV2 CAVIN1 CBX1 CCL15 CCL2 CCN1 CCNA2 CCNB1 CCNB2 CCNF CCT6A CD151 CD22 CD24 CDC20 CDC25B CDC45 CDH2 CDK1 CDK2 CDKN1A CDKN2A CDKN2C CDKN3 CDV3 CENPA CENPF CHAF1A CHPF CHST1 CHST3 CIAO1 CITED2 CKAP5 CKS2 CLDN5 CLDN9 CNN3 COL2A1 COL4A1 COL5A2 COL9A3 COPS3 COX7B CRIM1 CSE1L CSNK2A1 CSRP2 CST7 CTSC CXCL1 CXCL8 CXCR4 CYB5A DAB2 DBN1 DDIT3 DDIT4 DDT DDX17 DDX21 DDX3Y DEPP1 DKK4 DLGAP5 DLK1 DNM2 DOLK DPYSL3 DSP DTYMK DUSP6 E2F1 E2F3 ECHS1 EEF1E1 EFEMP1 EFNA2 EIF4EBP1 EMP1 EMP2 EMP3 ENG EPAS1 EPB41L3 EPCAM EPHA2 EPS8 ESPL1 ETFB ETV5 EZH2 FABP4 FADS1 FADS2 FAT1 FCGRT FDPS FDXR FEN1 FGB FGFR1 FGFR3 FHL2 FILIP1L FLNA FN1 FOXM1 FST GAGE12F GAGE12G GART GAS1 GBE1 GC GDF15 GET1 GGH GJA1 GJB1 GMPS GNG11 GNG12 GOT1 GPC3 GPNMB GRN GTSE1 GULP1 GYG1 H1-2 H2AX H2BC12 H2BC21 H4C3 HAP1 HAT1 HMMR HPRT1 HSPG2 HTR4 HTRA2 ID2B IER3 IFI16 IFI27 IFIT1 IGF2 IGF2BP3 IGFBP2 IGFBP4 IGSF3 IKBKG IL1RAP IL32 ILF3 INHBC INSIG1 ISG15 ITGA3 ITGA6 ITGB5 ITPA ITPR3 JUNB KCND3 KIF11 KIFC1 KLHDC3 KRT18 KRT19 KRT4 KRT7 KRT86 LAIR1 LAMB1 LAPTM5 LDLR LGR5 LIF LMNB1 LMNB2 LMO2 LOX LOXL2 LPGAT1 LSM1 LTBR LY6G6C M6PR MACIR MAD2L1 MAFF MAGEA2 MAGEA3 MAGEA4 MAOB MAPRE1 MAT1A MCM2 MCM3 MCM6 MCRS1 MDK MEST MFAP2 MGLL MLLT11 MMD MMP1 MSH6 MSMO1 MSX1 MYBL2 MYC MYO10 NHERF1 NNMT NOLC1 NPAS1 NQO1 NRG2 NTS NUDT1 NUP205 NUP50 OCLN ODF1 OGG1 ORM2 PAICS PAX9 PCLAF PCNA PCOLCE PDE4B PDGFRA PDIA4 PDLIM4 PECAM1 PEG10 PEPD PER1 PFKFB2 PHLDA2 PIR PKIA PKMYT1 PLAT PLEC PLIN2 PLK1 PLK2 PLOD2 PLSCR1 PNP POLD2 PON2 POU4F1 PPP4R1 PPT2 PRAME PRB4 PRELID3A PROCR PROM1 PRPF19 PRPSAP1 PRSS2 PRSS23 PSMA4 PSMC2 PSPHP1 PTP4A3 PTS PTTG1 QPCT QSOX1 RAB11A RAC2 RAC3 RAI14 RBP1 RBP4 RCC1 RCN2 RFC4 RGS5 RIBC2 RNASE1 RNASEH2A RND3 RPA3 RPS26 RRM1 RRM2 RRP1B RRP9 S100A11 S100A4 SCAMP5 SCHIP1 SCP2 SDC1 SEC11A SEMA3C SEMA6C SERBP1 SERPINA1 SERPINA6 SERPINE1 SERPINH1 SFRP1 SGCE SLC16A3 SLC22A18AS SLC2A1 SLC39A6 SLC7A11 SLC7A5 SMTN SNRPB2 SNRPC SORD SOX10 SOX4 SPOCK1 SPP1 SRGN SRPK1 SRPX SRSF2 SSR1 ST6GAL1 ST6GALNAC4 STAB1 STAU1 STEAP1 STMN1 SVIL SWAP70 SYNCRIP SYNGR4 TBX1 TFRC TGFBI TGFBR2 TGM2 THBS1 THBS2 TIMP2 TIMP3 TM4SF1 TM4SF4 TMED3 TMEM106C TMEM158 TMEM259 TMX1 TNC TNF TNFRSF10B TNNT1 TOP2A TPM1 TPM2 TPX2 TRAM2 TRIP13 TRPC4AP TSPAN3 TTK TYR TYRO3 UBE2C UBXN1 UCK2 UGDH UMPS UNG VEGFA VSIG4 VWF WEE1 WIZ WWTR1 YWHAE ZIC2 ZMPSTE24 ZWINT ZYX MODULE_521 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_521 ADRA1D CCKBR CD3E CD86 CDK2 CIAO1 CSF1 CSF3 CTF1 CXCL5 DDX11 DHPS EDN1 EGF FGB FGF7 FGG FLT1 FOSL1 GRN HBEGF IGF1 IL3 IL6 LIF NAMPT NRP1 PTN S1PR2 SLAMF1 SSR1 STIM1 TIMP1 TNFSF4 VEGFC VIPR1 MODULE_522 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_522 ADA CPM CTTNBP2NL CYP27B1 DENR DNAJC3 GRAMD1A GRK6 HLA-DOA HLX IL15RA IL7R ITGB3 LAG3 LANCL1 LGALS3 LILRA1 LIMK2 LSS MIR22HG NFKB2 NINJ1 NPPB PTPN1 PTPN2 RELB SEC61B SLAMF1 SMPX SPSB1 TGFA TIMMDC1 TRIP10 TXN MODULE_524 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_524 ACTN4 CALD1 CAPZA2 CFL1 CNN2 CNN3 CXCR4 DSTN ENC1 FLII FLNA FLNB FLNC GSN IGF2 LMOD1 MACF1 MARCKS MYH11 MYH9 PIP PLS3 SPTAN1 SPTBN1 STMN2 SVIL SYN1 TPM4 VCL WDR1 MODULE_525 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_525 AEN AGO2 ANKRD20A1 ANKRD44 APOA2 ARL8B BET1L C1orf159 C2CD5 CD164 CD69 DBF4 DDX49 DHX15 DIABLO DNAJC5B EAF1 EXOC6B FEM1A FMNL1 FYTTD1 G3BP2 HLA-DRB3 INSIG1 INTS7 IRS2 KBTBD8 KLHL15 KLRA1P LBH LBR LIPA MESD MFSD14B MIOS MMEL1 MT1G NFKBID NMD3 NOC3L NOX4 NSUN2 NUP205 ORAI2 P2RY8 PELI1 PKD1 PMAIP1 PPTC7 PTPN11 RAB8B SGCD SLC8A2 SNRNP200 STARD4 STK10 SYNE2 TAF1D TAGAP THOC7 TLE4 TRAK1 ULK4 WDR75 WSB1 ZMIZ2 MODULE_528 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_528 ACSL1 ASNS CBS GCLC GCLM LAP3 ME2 ME3 SDS SHMT2 TNFRSF10A MODULE_53 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_53 AANAT ABCA1 ABCB9 ACD ACKR1 ACR ADA ADAM19 ADSL AGXT AIF1 AK2 ALOX5AP AMELX ANPEP ANXA1 AP1M1 APOC4 AQP8 ARHGAP4 ARHGDIB ARHGEF6 ARID1A ARTN ASNS ATF3 ATF5 ATOSB ATP2A3 ATP4A BASP1 BCL2A1 BIK BLM BMP10 BOP1 BUB1B CARD10 CASP2 CBX1 CCDC9 CCHCR1 CCL2 CCL3 CCL4 CCL5 CCL7 CCNA2 CCNB1 CCNB2 CCND2 CCNF CD22 CD24 CD33 CD37 CD3D CD3E CD53 CD69 CD79A CDC20 CDC25B CDC45 CDC7 CDH2 CDK1 CDK2 CDK6 CDKN2C CDKN3 CENPA CENPF CEP135 CFP CHAF1A CHPF CHST15 CKAP5 CKS2 CLDN9 CLEC2B CLEC3B CNKSR1 COL10A1 COPS3 CORO1A CRABP1 CREG1 CSE1L CSNK2A1 CST7 CSTA CTSC CTSG CXCL2 CXCR4 CYP1B1 DAPK2 DBN1 DBP DDIT4 DDX11 DDX21 DDX3Y DHFR DKK4 DLGAP5 DMBT1 DNASE1 DNMT1 DNTT DOCK2 DPH2 DTYMK DUSP5 DVL1 E2F1 ECE2 EDA EEF1E1 EFNA2 EIF4EBP1 ELAVL2 EMP3 ENO2 ENTPD2 EPAS1 EPB41L3 ETS2 EXD2 EXOSC2 EZH2 FADS1 FADS2 FCER1G FDPS FEN1 FGR FOS FOSB FOXM1 FST FZR1 GAGE12F GALR3 GET1 GFPT2 GGH GINS1 GLA GLRX GMPS GNA15 GNG7 GPR3 GPSM3 GREM1 GSTM1 GTF2H3 GTSE1 H2AX H2BC12 H4C3 HAP1 HAT1 HCK HCLS1 HLA-DMA HLA-DQA1 HMMR HPRT1 HTR4 HTRA2 ID2B IER3 IFIT1 IGF2BP3 IGFBP2 IGHG3 IGHM IGKC IKBKG IL2RG IL32 IL7R ILF3 INSIG1 IRAG2 ISG15 ITGA10 ITGB2 JUN JUNB KCND3 KCNN4 KCNQ3 KCTD17 KDM5D KIF11 KIF14 KIF21B KIF2C KIFC1 KLHDC3 KNTC1 KRT4 KRT86 LAIR1 LAPTM5 LBP LCP1 LGALS9 LGR5 LIF LIPA LMNB1 LMNB2 LMO2 LPAR2 LRCH4 LRIT1 LRP3 LSP1 LST1 M6PR MACIR MAD2L1 MAGEA4 MAGI1 MAPK12 MAT1A MCM2 MCM3 MCM4 MCM6 MCRS1 MDK ME2 METAP1 MFAP2 MKI67 MLC1 MLLT11 MMP2 MMP9 MNDA MPO MSH2 MSH6 MSI1 MTHFR MYB MYBL2 MYC MYOZ3 NCAPD2 NDC80 NECTIN1 NMB NPAS1 NPM3 NRG2 NTNG1 NUDT1 NUP205 ODF1 OLFML2B ORM2 PAFAH1B3 PAICS PARP2 PAX6 PAX7 PCDH9 PCLAF PCNA PDGFRA PECAM1 PEG10 PER1 PFKFB2 PIM2 PKMYT1 PLAU PLIN2 PLK1 PNP POLD2 POLD3 POU4F1 PPP4R2 PRAME PRB4 PRELID3A PRIM1 PRKDC PROC PRPF19 PSMB8 PSPHP1 PTP4A3 PTPN7 PTPRC PTTG1 QSOX1 RAB31 RAC2 RAC3 RAD54L RBM38 RCC1 RCN2 RECQL4 RECQL5 RFC3 RFC4 RGS1 RGS10 RGS16 RHBDL1 RIBC2 RNASEH2A RPA1 RPA3 RRM1 RRM2 RRP1B RRP7A RRP9 S100A11 S100A4 S100A8 S100P S1PR4 SAC3D1 SALL2 SCAMP5 SCN2B SERBP1 SERPINE1 SFTPC SH3BP1 SHBG SHMT2 SIT1 SIX6 SLA SLC22A18AS SLC2A1 SLC6A11 SLC6A7 SLC7A11 SLC7A5 SOX10 SOX4 SPINK2 SRGN SRPK1 SRPK3 SSTR2 ST6GALNAC4 STMN1 SULT4A1 SV2A SWAP70 SYNCRIP SYNGR4 TACC2 TAP1 TBX1 TCL1A TFAP2B TMEM106C TMSB15A TMSB4Y TMX1 TNF TNFRSF10C TNFRSF10D TOP2A TOPBP1 TPX2 TRIP13 TROAP TRPM2 TTI1 TYMS TYR UBE2C UBE2L6 UCN UNG VPS11 VSIG4 WEE1 WIZ WNT10B ZBED4 ZIC2 ZMYM3 ZNF22 ZWINT ZYX MODULE_530 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_530 ATOX1 CAT CDO1 DUSP1 GOT1 GPX1 GPX2 GPX3 GPX4 MPO NUDT1 PDLIM1 PRDX6 SDS SELENOP SOD1 MODULE_532 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_532 AASS ABHD17C ABI3 ACE ACKR1 ACSL1 ACSM5 ACTR6 ACVR1 ADIPOR2 AHNAK AKAP8L ALG6 ALKBH4 AMIGO1 AMY2B AMZ2 ANKFY1 ANKRD13A ANXA1 APTX ARHGAP15 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BASP1 BCL2L13 BCL2L14 BEGAIN BFSP2-AS1 BGN BPIFA1 BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CACNA2D3 CAND1 CCAR2 CCBE1 CCDC134 CCDC81 CCDC85C CCDC90B CCL11 CCL2 CCNL1 CD163 CD1A CD1D CD8A CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CEP162 CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLUH CMTM6 CNOT6L COCH COL6A3 COPE COQ8A CORIN CSF1 CSF2RB CST1 CUL9 CXCL10 CXCL8 CYP1A1 CYP2A7 CYYR1 DCAF15 DCANP1 DCTN3 DDX60 DES DEXI DIRAS2 DLC1 DNAAF4 DNAH11 DNAJA1P5 DYNC2LI1 DZIP3 EARS2 EIF2B4 ELAC1 ELOB ELOVL2 EPB41L4B EPHA7 EPS15L1 EREG ERLIN2 ERMN ERVMER34-1 ESPN EYA3 FABP2 FAF1 FAIM FAM169A FAM220A FBXO11 FBXW4 FGD6 FGFR1 FLJ13224 FMN1 FN1 FNBP4 FOS FPR2 FURIN GABPB1-IT1 GEM GEMIN7 GJA1 GJA5 GJC2 GLB1L GOLGA4 GOLGA5 GPATCH3 GPR26 GPR68 GPSM3 GSN HACD1 HBE1 HIVEP2 HMGN5 HNRNPDL HOMER2 HS1BP3 IL18R1 IL1A IL1RL1 ILRUN INIP INO80B IPCEF1 ISYNA1 ITGAM ITGB1 ITGB5 ITK ITM2C KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KLHL36 KLHL4 KLHL41 KRT19 LACTB LANCL2 LAP3 LARP1 LDAH LEPROTL1 LINC00160 LMTK3 LNPK LRP3 LRRC19 LRRC4C LRRN3 LY86 LY9 LYL1 LYZ MAGED4B MAL2 MAP2K6 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED25 MED28 MFSD1 MICALL1 MICB MLYCD MMP14 MMP7 MMP9 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MTMR12 MXRA8 MYL12A NACAD NADSYN1 NANS NCF2 NCOA7 NECAP2 NEIL1 NELFB NELFCD NEPRO NFIL3 NGF NME1 NOL7 NOP53 NR2E1 NRL NSUN3 NUP54 NUTM2F NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 PAPOLA PAQR5 PARS2 PAWR PCED1B PDCD2L PDCD6 PDE4D PGLYRP2 PHAX PHIP PI4K2B PIF1 PIP4K2C PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PNMA8A POGLUT2 POLDIP3 PORCN POU6F2 PPP1R14D PPP4R2 PRDM1 PRDM8 PRPF39 PTGS2 PTPRT PTPRZ1 PYCR3 PYGB QKI QSER1 RBM7 REPIN1 RERE REV3L RNASE6 RNASEL RNF103 RNF213 RNF220 RPAP3 RPRM RRAGD S100A5 SARAF SAV1 SCARA3 SCD SDC3 SENP1 SFRP1 SH2B3 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLITRK1 SLMAP SMAD3 SMG7 SNRNP25 SNX5 SOX6 SP140L SPMAP2 SPNS1 SPSB4 SQOR SSBP4 STAMBPL1 STAT3 STRIP2 STRN SUGP2 SURF6 SV2B TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFPI2 TIMELESS TIMP4 TLN1 TMCC2 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM255A TMEM47 TMEM62 TMEM97 TMLHE TMT1A TNFRSF13C TOR4A TP53 TRABD TRIM48 TRIM7 TSLP TTF2 TUBA4A UFSP2 UGCG UNC79 USP36 UTP11 VIT VNN1 WDR19 WDR25 WDR46 WRNIP1 XPO4 XRN2 YWHAB ZBTB5 ZCCHC4 ZDHHC2 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZNF107 ZNF117 ZNF143 ZNF264 ZNF318 ZNF566 MODULE_533 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_533 AGAP3 AMPH AOC3 ARHGAP4 BIVM CCNT1 CDC20 CENPF CORO1A CYTH1 DTNB DYNC1I1 FAM107A KIF5A KIF5C KRT13 KRT17 KRT19 KRT6B LAMB1 LAMC2 LMNB1 LZTS3 MAPT MID1 MYH11 MYH7 NCAM1 NEFL NELL1 RAPH1 SEPTIN4 SEPTIN5 SNAP25 STMN1 STMN2 STX1A TACC2 THBD TRIM22 TUBA4A TUBB4A USP37 VAMP2 ZWINT MODULE_534 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_534 CENPA CENPE DIP2C DNAJC1 DUSP16 H1-2 H2AC18 H2AC8 H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 RUSF1 SCNN1B SEC14L1 SLC22A23 SNHG12 MODULE_537 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_537 BCL2A1 BCL2L1 BIRC2 BIRC3 BIRC5 BNIP3 CD2 CFLAR IER3 IL1A MYBL2 NFKB1 NRG2 SEMA4D SERPINB2 SON TNFAIP3 MODULE_539 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_539 ALAS2 CP CPOX FECH FUT1 GYPA GYPB GYPC GYPE HMBS KEL PPOX RHAG RHD UROD UROS MODULE_54 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_54 ACTG1 ADA ADSL AGPAT5 AGXT AHCY AIF1L AIMP2 AMELY AMPH ANLN ANP32E APEX2 APOBEC3B APOC2 ARHGAP11A ARL6IP1 ASF1B ASPM ATAD2 ATF5 AURKA AURKB BARD1 BEND3 BEST3 BIRC5 BLM BLTP2 BPNT2 BUB1 BUB1B BYSL CCL7 CCNA2 CCNB1 CCNB2 CCNE2 CCNF CCT5 CCT6A CDC20 CDC25B CDC25C CDC45 CDC6 CDC7 CDCA5 CDCA7 CDH1 CDK1 CDK4 CDKN1C CDKN2C CDKN3 CENPA CENPE CENPF CEP55 CHAF1A CHAF1B CHEK1 CKAP2 CKB CKS1B CKS2 CMYA5 CNIH4 CSE1L CTNNBIP1 CTPS1 DDX11 DEPDC1 DEPDC1B DHFR DLEU1 DLGAP5 DTYMK E2F1 E2F8 ECT2 EFHC2 ELOC ELOVL6 ESM1 ETV2 FAM217B FAM83D FEN1 FKBP1A FOXD1 FOXM1 FSTL3 FXYD7 GAD1 GGH GGT1 GINS1 GINS2 GMNN GPN2 GPSM2 H2AX H2AZ1 H4C3 HBB HJURP HMGA1 HMGB2 HMGCS1 HMMR HOXC10 HPRT1 HSPH1 HUWE1 IARS1 IFI30 IMPA2 ITGA2 ITGB3BP JPT1 KIF11 KIF14 KIF23 KIF2C KIFC1 KNSTRN KNTC1 KPNA2 LAPTM4B LBR LMNB1 LMNB2 LRP8 LRRC17 MAD2L1 MAGED4B MANF MAPK13 MB MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MELK MID1 MKI67 MSH2 MT1H MTFR2 MTHFD2 MUCL1 MYBL2 NCAPD2 NCAPH NDC80 NEIL3 NEK2 NEMP1 NME1 NQO1 NRIP3 NRM NT5DC2 NUDT1 NUF2 NUSAP1 OAS3 ODC1 ORC1 PAX4 PBK PCLAF PCNA PFKP PHF5A PIMREG PIR PKMYT1 PLAT PLIN2 PLK1 PLK4 PLP2 PMAIP1 PNP POLD1 POLE2 POLQ PRDX1 PRDX4 PRIM1 PRR11 PSMD14 PSPH PSRC1 PTTG1 PUM3 PXMP4 RAD51 RAD54L RANBP1 RCC1 RECQL4 RFC3 RFC4 RFC5 RHNO1 RHOJ RPA3 RRM1 RRM2 RSPH14 SCG5 SGTB SHCBP1 SLC16A3 SLC25A5 SLC7A5 SLC7A7 SMC2 SMC4 SNRPA1 SNRPB SNRPC SNRPE SNRPF SPAG5 SQLE SRPK1 TACC3 TENM4 TIMELESS TM4SF1 TMEM106C TMEM40 TNFRSF12A TOP2A TOPBP1 TPI1 TPX2 TRIM24 TRIP13 TROAP TSN TTK TUBA1A TUBA4A TYMS UBE2C UBE2S UBE2T UCHL5 UNG WDR5 WIZ ZC3HC1 ZNF267 ZWILCH ZWINT MODULE_540 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_540 CP FTH1 HFE HPX LTF MT2A MYC SRI TF TFRC MODULE_543 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_543 ANXA1 ANXA2 ANXA3 ANXA4 ANXA5 ANXA8L1 HLA-DMB HLA-DOA HLA-DOB HLA-DRA HLA-DRB4 LGALS1 LGALS3 LGALS4 LGALS7 MRC1 SCGB1A1 MODULE_544 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_544 ABCC13 ACOX2 ADRA2A AFP APOH ARHGAP24 AURKC BACE2 BMAL1 BMERB1 BPI CACNA2D1 CDH2 CFHR1 CHEK1 COMP COX4I1 CPN2 CRMP1 CRYGC DDT DGKI EFNB3 ESRP2 EXOC7 F12 FBN3 FGF7 FGFBP2 FMOD GAS5 GATA6 GNAZ GRB14 H3C11 IL18BP IL1RAP INA ITGA9 KIFC1 KLHL25 KLHL28 LGR4 LOXL1 MAGOHB MAP6 MAPK8IP2 MUC4 MYNN NREP NUDT4 NUP160 PAX2 PCDH17 PDE1A PHF14 PITPNB PPP2R3A PRKD1 PTBP2 PTGIS R3HDM4 RAB29 RAD54B RIC1 SEMA3C SIGLEC9 SLC22A2 SLC30A9 SLC36A1 SPEF1 SPINK1 TAF4 THSD1 TLR3 TMEM14A TMEM158 TMEM190 TNFRSF11B TOR1B TTLL4 TTTY11 UMOD VPS13C XCL2 ZFP28 ZKSCAN3 ZNF765 MODULE_545 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_545 AKAP4 ALPL CDH13 DAO DSCC1 FOXF2 GSTA2 HCRTR1 HOXD9 IL18R1 IL1R1 IL1RAP IL1RL1 JAKMIP2 SERPINA5 SOX30 TLR2 UBD UGT1A4 VGLL1 MODULE_547 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_547 AHNAK AP2A1 CACNG4 COA8 EVI2B IGHM IGLJ3 INTS11 MGA NEUROD6 NUDT22 NUP107 PLEKHA1 PTGIS WWC3 ZNF266 MODULE_55 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_55 AADAC AAK1 AANAT ABAT ABCA1 ABCA3 ABCC3 ABCC6 ABLIM1 ABLIM3 ACKR1 ACOX2 ACP5 ACR ACSL1 ACSL6 ACTN1 ADAM19 ADH1A ADH1B ADH1C ADIRF ADM ADRA2C AEBP1 AGT AGXT AHSG AK4 AKR1C1 AKR1C3 AKR7A3 ALAS1 ALAS2 ALB ALDH1A1 ALDH1A3 ALDH1B1 ALDH1L1 ALDH3A2 ALDH4A1 ALDH7A1 ALDOB ALPG ALPL AMACR AMBP AMELX AMELY AMT AMY2B ANGPT1 ANK3 ANPEP AOC1 APBB1 APC2 APCS APEX2 APLP1 APOA1 APOA4 APOB APOC1 APOC2 APOC3 APOC4 APOD APOE APOH APOL1 APOM AQP1 AQP3 AQP5 AQP7 AQP8 AQP9 AR ARFGAP3 ARG1 ARHGDIG ASGR1 ASGR2 ASIP ATF5 ATOSB ATP11A ATP2A3 ATP4A ATP6V0A1 ATP9A AZGP1 BAAT BARX2 BBOX1 BCAM BCKDK BDH1 BLVRB BMP1 BMP10 BRD4 BSN C1QB C1S C2 C4BPA C4BPB C5 C6 C7 C8A C8B CA12 CA2 CA4 CADM1 CARD10 CASP2 CAV1 CAV2 CBS CCHCR1 CCKAR CCL15 CCL2 CCL7 CCN1 CCN5 CCND1 CCND2 CCNF CD14 CD163 CD22 CD24 CD33 CD55 CD6 CDA CDC20 CDC42EP1 CDH1 CDH16 CDH4 CDK18 CDK5R1 CDR2L CEACAM3 CEL CELA2B CEP135 CES1 CFAP410 CFB CFD CFH CFHR1 CFI CFP CHGA CHI3L2 CHRNB1 CHRNB4 CHST3 CITED2 CKS2 CLCNKA CLDN10 CLDN3 CLDN5 CLDN7 CLDN8 CLDN9 CLEC3B CNKSR1 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 COX7A1 CP CPB2 CPN2 CPS1 CRABP1 CREB3L1 CRIM1 CRLF1 CRYAA CRYAB CRYM CRYZ CSF3R CST1 CST7 CTSG CX3CL1 CXCL12 CYB5A CYB5R1 CYP27A1 CYP2A7 CYP2B6 CYP2C19 CYP2C8 CYP2E1 CYP2F1 CYP2J2 CYP3A7 CYP4A11 CYP4B1 CYP4F12 DAO DAPK2 DBP DCAF7 DDC DDIT4 DDT DEFA3 DEFB1 DHRS1 DHRS2 DHRS3 DIO1 DKK4 DLC1 DLEC1 DLK1 DMBT1 DNAH3 DNAJB2 DNASE1 DNASE1L3 DNM1 DNM2 DPH2 DPP4 DPYSL4 DRD2 DRD3 DSP DTNB DTX4 DUSP6 DVL1 ECE2 ECHS1 ECI1 ECM1 ECM2 EDA EFNA1 EFNA2 EFS EGFR EGR1 EIF4EBP1 ELAC2 ELAVL2 ELL2 ELN EMP3 ENG ENPEP ENPP1 ENPP2 ENTPD2 EPAS1 EPB41L3 EPCAM EPHX1 EPHX2 EPOR ERBB3 ESR1 ETFB ETS2 ETV3 EXD2 F10 F12 F2 FAAH FABP1 FADS1 FADS2 FAM107A FAT1 FAT2 FBN2 FBP1 FBXL7 FCGRT FCN2 FETUB FEV FGA FGB FGFR1 FGFR3 FGFR4 FGL1 FKBP1B FLT1 FMO3 FMO4 FMO5 FN1 FOLR1 FOS FOXO4 FPR2 FST FURIN FXYD1 FXYD2 FZR1 G0S2 GADD45B GADD45G GAGE12F GALNS GALR3 GAS1 GAS8 GATA1 GATA2 GATM GC GCG GCH1 GCHFR GCLC GCLM GDF15 GFPT2 GJB1 GLRX GLYAT GMPR GNE GNG12 GNG7 GNMT GOT1 GPA33 GPC3 GPR17 GPR3 GPT GPX2 GPX3 GREM1 GRIK5 GRK1 GRM2 GRN GSTA2 GSTM1 GSTM5 GSTT1 GTSE1 GYPB H2BC12 H3C6 H4C3 HAAO HAP1 HBD HBEGF HBZ HCN3 HGD HLA-DMA HMGCS2 HMOX1 HMOX2 HNF1B HOMER2 HOXB1 HOXB2 HP HPD HPGD HPN HPR HRG HSD11B1 HSD11B2 HSD17B1 HSD17B6 HSPA2 HSPA6 HSPBP1 HSPG2 HTR4 HYAL1 HYI ICMT ID2B IER3 IFI27 IFIT1 IGF1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGHG3 IGHM IGSF1 IHH IKBKG IL1R1 IL1RN IL2RG IL32 IL3RA IL4R IL7R INHBC INSIG1 IQGAP2 ISG15 ITGA10 ITGA2B ITGA3 ITGA5 ITGA6 ITGB5 ITIH1 ITIH2 ITIH3 ITIH4 IVD IVL JAK3 JUNB KCND3 KCNJ4 KCNMB1 KCNN4 KCNQ1 KCNQ3 KCTD17 KIAA0586 KIF21B KLK11 KNG1 KRT14 KRT18 KRT19 KRT31 KRT4 KRT5 KRT7 KRT86 L1CAM LAIR1 LAMB2 LAPTM5 LBP LCAT LCE2B LCN2 LDLR LDOC1 LECT2 LEFTY1 LGALS4 LGMN LGR5 LIF LLGL2 LMO2 LRCH4 LRIT1 LRP1 LRP3 LRRC32 LTBR LTC4S LTF LY6D LY6G6C LYPD3 MAGI1 MAL MAOA MAOB MARF1 MAT1A MCM2 MEF2C MFAP2 MGLL MGP MME MMP11 MMP2 MPO MPPED1 MSLN MSMB MSMO1 MST1 MSX1 MT1G MTHFR MTHFS MUC1 MUC5B MYH11 MYH2 MYL9 MYLK MYOG MYRF N4BP2L1 NAAA NAT8 NCALD NCF1C NEBL NECAB3 NECTIN2 NEURL1 NFIL3 NFKBIB NFKBIL1 NGFR NHERF1 NME3 NNAT NNMT NQO1 NR0B2 NR1D1 NR2E3 NR4A1 NRG2 NRGN NRTN NTNG1 NUPR1 OCLN ODF1 ORM2 P2RX1 P4HA1 PAEP PAH PALM PAX4 PAX6 PAX7 PCBD1 PCK1 PCK2 PCLAF PCOLCE PDE2A PDE4C PDGFRA PDZK1IP1 PEG10 PEG3 PEPD PER1 PFKFB2 PFKFB3 PGC PHLDA1 PHLDA2 PHYH PHYHIP PIGO PIM2 PINK1 PIP PLA2G2A PLAAT3 PLAT PLAU PLCB2 PLCH2 PLEC PLG PLIN2 PLK3 PLPP2 PNOC PNRC1 PON3 POU2F2 PPBP PPL PPP1R1A PPP4R2 PPP6R2 PRB4 PRELID3A PRF1 PRG2 PROC PROM1 PROX1 PRR4 PRSS16 PRSS2 PRSS3 PRSS8 PSD PSD4 PSG7 PTH1R PTN PTP4A3 PTPRN PTPRN2 PTPRO PTTG1 PYGL QDPR QPCT RAB31 RAC2 RAC3 RAMP1 RAMP2 RARRES2 RBM38 RBMS3 RBMXL2 RBP1 RBP4 RCVRN RECQL5 REG1A REG1B REN RGN RGS10 RHBDL1 RHOB RHOD RIBC2 RIMS2 RNASE1 RNASE2 RNASE3 RNASE4 RND1 RNF167 RRP9 S100A11 S100A4 S100A8 S100A9 S1PR4 SBNO2 SCAMP5 SCG5 SCN4A SCNN1A SCO2 SCP2 SDC1 SDS SELE SELENOP SEMA6C SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SEZ6L SFRP1 SFTPC SGCE SHBG SHMT1 SIM2 SIX6 SLC10A1 SLC16A4 SLC17A3 SLC17A7 SLC18A3 SLC1A6 SLC22A1 SLC22A18AS SLC22A6 SLC25A1 SLC29A2 SLC2A3 SLC37A4 SLC38A10 SLC43A1 SLC4A1 SLC4A3 SLC4A4 SLC6A11 SLC6A2 SLC7A11 SLC7A4 SLC7A7 SLC7A8 SLCO2B1 SLPI SMAGP SMOX SNAP25 SNCG SOD3 SORBS2 SORD SOX10 SOX9 SPINK1 SPP1 SPP2 SPRY1 SRGN SRPK3 SRPX SRRM2 SST SSTR2 ST6GAL1 ST6GALNAC4 STAB1 STARD5 STOML1 STX1A SV2A SYNGR4 SYNPO2L TACC2 TACSTD2 TBC1D2B TBCD TBR1 TBX5 TBXT TCF7 TCL1A TCN2 TDO2 TFAP2A TFAP2B TFF3 TFR2 TGFBI TGFBR2 TGM2 TGM4 THRA TIMM17B TIMP3 TLE2 TM4SF1 TM4SF4 TM4SF5 TM7SF2 TMEM97 TMSB4Y TNFRSF10B TNFRSF10C TNFRSF14 TNFRSF1B TNFRSF25 TNFRSF6B TNFSF10 TNXB TPM2 TRAPPC6A TRIB1 TRIM15 TRIM16 TRIM29 TRPC4AP TRPM2 TSPAN7 TSPAN8 TULP1 TYR UBE2C UBE2L6 UBL3 UBXN1 UCN UGDH UGT2B15 UGT2B4 UGT2B7 UMOD UNC13B VEGFA VGF VSIG4 VTN WDR7 WFDC2 WNT10B WWC1 XDH XK XPNPEP2 YPEL1 ZBED4 ZBTB20 ZIC2 ZKSCAN3 ZYX MODULE_552 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_552 CBX1 CENPA EZH2 H1-0 H1-2 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 HMGB2 MYBL2 NASP RBMXL2 MODULE_557 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_557 ADGRL4 AOC3 ARHGAP22 MAOA MAOB PF4 PPBP PTGS2 STAR TMPRSS15 VIPR1 MODULE_56 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_56 ADA ADK APRT GART GMPS HPRT1 IMPDH2 PAICS PRPS1 PRPS2 TYMS UMPS MODULE_560 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_560 ALDH3A2 ATL2 BAZ1B GTF2H2 MIR4453HG PDE3B PMP22 SERPINI1 SLC27A4 SRXN1 SYN3 UGT8 MODULE_562 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_562 ADAM10 ADAM12 ADAM9 BMP1 CHIT1 MMP1 MMP10 MMP11 MMP12 MMP13 MMP14 MMP15 MMP2 MMP3 MMP7 MMP9 PEPD TIMP1 TIMP2 TIMP3 TNF MODULE_563 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_563 ABAT BAIAP3 CADPS CCL3 COPB2 GABRA2 GAD1 GAD2 MAOA SLC1A3 SNAP25 SNPH STX1A SYN1 SYNJ1 MODULE_567 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_567 ABCC1 ACP1 ACTA1 AGFG1 AGO1 AGPS ANK3 ATG13 ATP2C1 ATP5MF ATP6V1B1 BOK BUD13 CAB39 CD4 CD44 CEBPG CLEC1B COL13A1 CPZ CSPP1 DNAJC11 DRG1 DUSP8 EDEM2 EIF3K ELK4 ENOX1 ERGIC1 FGFR3 FOSL2 GAMT GLOD4 GOT1 HCCS HMGN1 HNRNPC HP1BP3 ICOSLG ILF3 IMP3 IRF6 IRF7 LRRC41 LYAR MAP10 MED4 MMUT MPDU1 MUC5B MYCN NCAM1 NCAPG NDUFA7 NPL NUDT5 NUP155 PABPC1 PAM16 PCDHB2 PCSK4 POLR1E PRELID1 PRIM1 PRSS1 PRUNE1 PTPN12 RBP5 RDX RNF186 RPS14 SANBR SDHD SEMA7A SENP3 SETDB2 SLC25A22 SLC8B1 SPNS1 SRSF5 STAM STARD10 SUGP1 TFCP2 THNSL1 TNPO1 TP53 TUBB1 UFM1 USP16 UTP18 XPOT YIF1A ZBTB46 ZFHX3 ZNF207 ZNF22 MODULE_568 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_568 ABI1 ACSL3 ADAM10 ANKS1A ASAH1 ATP1A1 ATP6V1B2 B3GALT6 BCL2L12 BTG1 CAPN3 CASP1 CD163 CHMP2A CHSY1 CIAO2A CRYL1 DHRS7 ENTREP1 FABP4 FANCG FBXO7 FRMD4B GAB2 GPM6B GYG1 HEXA HNMT HPS4 IGKC IRF2 KCNN4 LAMP2 LPIN1 LYSET MAD2L1BP METTL9 MLANA MPG MTMR6 MUTYH MXI1 NCSTN NECTIN1 PARP4 PLSCR1 PORCN PRELP PYGB RHOQ RNF14 RPGR RPLP2 RXRG RYBP SAA4 SLC23A2 SLC25A13 ST3GAL4 ST8SIA1 STX7 STXBP1 SUOX SYPL1 TMEM59 TMX4 TRIB2 TUBB4B TYRO3 UBE2V1 VEGFA VPS36 ZBTB40 MODULE_57 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_57 BUB1 BUB1B BUB3 CCNA1 CCNA2 CCNB1 CCNB2 CCND2 CCND3 CCNE1 CCNE2 CDC20 CDC25A CDC25B CDC25C CDC45 CDC6 CDC7 CDK1 CDK2 CDK4 CDK6 CDKN1A CDKN2A CHEK1 CHEK2 DBF4 E2F1 E2F3 E2F5 ESPL1 HDAC1 HDAC2 MAD1L1 MAD2L1 MCM2 MCM3 MCM4 MCM5 MCM6 MCM7 MDM2 ORC1 ORC2 ORC3 PCNA PKMYT1 PLK1 PRKDC PTTG1 PTTG2 SMAD3 SMC1A TFDP1 TP53 WEE1 MODULE_571 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_571 ACVRL1 ALPG AQP1 ATXN3 BHMT COL4A4 DPYS DRD1 ELMO1 EPHB1 GPR18 GRK5 HCAR1 PTPN21 RORA MODULE_573 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_573 AKR1C2 ALOX5AP AMBP CDKN1A CDKN1C CDKN2A CDKN2C CDKN3 GADD45A GMNN HSP90B1 KAT2B LCN2 MYC PPBP RLBP1 SESN2 SLC25A16 SLC2A3 SLC2A5 TBRG4 TNC UCP1 UCP2 VWF MODULE_575 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_575 ADORA3 C5 C7 C8B EDNRA GZMA GZMB GZMH GZMM LYZ MMD PRF1 MODULE_576 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_576 ACACB ACTA1 ADA ALG12 ATG5 AUP1 BMP2 CBY1 CC2D2A CCDC88A CCN3 CD14 CDC42SE2 CHORDC1 CKB CLIC4 COL16A1 CRNKL1 CTNNAL1 DBNDD1 DHODH DLK1 DLL1 DPAGT1 EID1 ELL EXOSC4 FKBP1B FOXS1 GABRA2 GATM GC GLRX H3-3B H4C14 HGD HYOU1 IL1R1 KDM5D KLHDC10 KLK6 KPTN LAMTOR1 LEAP2 LHX2 LIMCH1 LIMS3 LSM14A LYN MARCKS MARF1 ME2 MECP2 MGAT3 MKNK2 MLF1 MPPE1 MTMR2 MYH11 MYLK2 MYO1C NF2 NINJ1 NNMT NNT NUP54 NXN OXR1 PCGF3 PDGFRA PFDN4 PLAUR PLPBP PNLIP PPP2R5C PPP2R5D PPP4R1 PRDM1 PRSS3 PTBP1 PTMA RHAG RNASEH2C RNF11 RNF4 RPLP2 SARM1 SETDB1 SLC20A1 SLC25A1 SLC25A16 SLC25A37 SLC9A1 SMYD5 SRP14 SSR3 TAGLN3 TBC1D2B TECPR2 TMEM97 TNFRSF14 TRAF6 TRIM4 TXNDC16 TYMP VASH2 WNT5B WWP1 ZNF217 ZNF667 MODULE_58 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_58 C1QA C1R C1S C2 C3 C4B C4BPA C4BPB C5 C6 C7 C8A C9 CD55 CFB CFH CFHR1 CFI CLU CR2 SERPING1 MODULE_59 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_59 BMP6 C3AR1 CA12 CASQ2 CYP2E1 FUT9 GPR183 HCG4 HSPB3 IL4 IL5RA ITPR2 KCNA3 MAGEA10 MAPK11 MSTN NFKBIE OLIG2 PPFIA2 RAPGEF4 RPGRIP1 SI SLC6A4 SRY SSX5 THOC5 TRPA1 MODULE_6 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_6 AANAT ABLIM1 ACKR1 ACR ACTG2 ACTN1 ADGRG6 ADH1A ADH7 ADIRF ADM AEBP1 AGPAT2 AGR2 AHDC1 AKR1C1 AKR1C3 ALAS2 ALCAM ALDH1A1 ALDH1A3 ALDH3A1 ALDH3B1 ALOX15 ANK3 ANXA1 ANXA4 APOC4 APOD APRT AQP1 AQP3 AQP5 ARFIP2 ARHGDIG ARHGEF16 ASAH1 ATF3 ATP2A3 ATP9A AZGP1 BCL6 BIRC2 BMP1 C1S C2 CAV1 CCL15 CCL2 CCL5 CCL7 CCN1 CCND1 CD14 CD151 CD22 CD24 CD34 CD44 CD55 CD6 CD79A CDC42EP1 CDH1 CDKN1A CEACAM5 CEACAM6 CES1 CFB CFD CFH CFHR1 CH25H CHPF CHRNB1 CHST1 CITED2 CLDN10 CLDN3 CLDN4 CLDN5 CLDN7 CLEC3B CMAHP CNKSR1 CNN1 CNN3 COL1A2 COL2A1 COL6A1 COL6A2 COL6A3 COL9A3 COX7A1 CPD CPE CRABP1 CREB3L1 CRIM1 CRIP1 CRYAB CRYM CSTA CTSC CX3CL1 CXCL1 CXCL8 CXCR4 CYB5A CYB5R1 CYP1A1 CYP1B1 CYP2B6 CYP2F1 CYP4B1 DBP DDIT4 DDR1 DDT DEFB1 DENND2B DEPP1 DGKA DHRS1 DHRS3 DKK4 DMBT1 DNM2 DOK1 DPYSL3 DSP DTX4 DUSP5 DUSP6 ECHS1 ECI1 ECM2 EFNA1 EGFR EGR1 ELF3 ELL2 EMP3 ENG EPAS1 EPCAM EPHX1 ERBB3 ETS2 F3 FABP4 FAM107A FBLN1 FBLN2 FBP1 FCGBP FCGRT FGFR1 FGFR3 FKBP8 FLNA FMOD FN1 FOS FOSB FOSL2 FOXJ1 FUCA1 FUT6 FZR1 G0S2 GABRP GADD45B GAGE12F GAGE12G GAS1 GATM GCLC GDF15 GEM GNE GOLGA8A GPC3 GPNMB GPRC5A GPX2 GPX3 GRN GSTA4 GYG1 HAGH HES1 HLA-DMA HLA-DQB1 HLF HMGCS2 HOXB2 HSF1 HSPA2 HSPG2 ID2B IER3 IFI27 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IGHG3 IGHM IL4R ITGA6 ITGA7 ITGB4 ITGB5 ITPR3 JCHAIN JUN JUNB KCNMB1 KCNN4 KCNQ1 KCTD17 KDM5C KLF5 KLK11 KRT14 KRT15 KRT18 KRT19 KRT4 KRT5 KRT7 LAMA5 LAMB2 LAPTM5 LCN2 LDLR LDOC1 LGALS9 LGMN LIMK2 LLGL2 LMO4 LRP1 LTBP1 LTF LUM LYN M6PR MAFF MAL MAOA MAP2K3 MAT1A MB MDK MEN1 MFAP4 MGLL MIA MSLN MSMB MTUS1 MUC1 MUC4 MUC5B MVP MXRA5 MYH11 MYH2 MYL2 MYL9 MYLK NCALD NHERF1 NME3 NNMT NOTCH3 NQO1 NR1D1 NR4A1 NUCB2 NUPR1 PCOLCE PDGFRB PDLIM4 PDXK PER1 PHLDA2 PI3 PIP PLA2G2A PLAAT4 PLEC PLIN1 PLK3 PLPP2 PPL PPP1R12B PPP1R15A PRB4 PROM1 PRR4 PRSS23 PRSS8 PSCA PTGDS PTP4A3 PTPN13 PTPRC PTPRK PTPRN2 PTPRU RAB31 RAC2 RARRES1 RARRES2 RBP4 RBPMS RGS1 RHOB RHOD RNASE1 RNASE4 RRAD RSRP1 S100A11 S100A2 S100A4 S100A8 S100A9 S100P SCGB1A1 SCNN1A SCP2 SDC1 SEC11A SELENOP SEPTIN10P1 SERPINA1 SERPINA3 SERPINB1 SERPINB3 SERPINB5 SERPINH1 SFRP1 SGCE SIX1 SLC12A2 SLC2A3 SLC39A6 SLIT2 SLPI SMTN SOD3 SOX10 SOX9 SPINK2 SPRY1 SRGN SRRM2 ST3GAL4 ST6GAL1 ST6GALNAC4 STAB1 STK39 SYNM TACSTD2 TCN1 TFAP2B TFF1 TFF3 TGFB3 TGFBI TGFBR2 TGM2 TIMP3 TLE2 TM4SF1 TMED3 TMEM63A TNC TNFAIP2 TNFAIP3 TNFRSF10B TNFRSF1B TNFRSF25 TNFSF10 TNNC2 TNXB TP63 TPM1 TPM2 TPSAB1 TRIM16 TRIM2 TRIM29 TRPM2 TSPAN1 TSPAN3 TSPAN8 TSPYL2 TTLL12 UBXN1 UGDH UPK1B VEGFA VSIG4 VWF WDR7 WFDC2 WWTR1 ZIC2 ZMYM3 ZYX MODULE_60 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_60 AAK1 AANAT ABCA1 ABLIM3 ACAA1 ACKR1 ACKR2 ACOT2 ACR ACTC1 ADGRE5 ADH1A ADIRF AGPAT2 AGT AKR1C1 ALAS1 ALDH4A1 ALDOB AMT APOC1 APOC4 APOD APOE APRT AQP1 AQP3 AQP7 ARFRP1 ARHGEF16 ASCC2 ATP6V0A1 BCAM BCKDHA BCKDK BDH1 BLVRB BMERB1 BRD4 C1QB C2 CA4 CACNB1 CARD10 CCL2 CCL21 CCL5 CCN5 CCND1 CCND2 CCR1 CD14 CD151 CD34 CD37 CD3E CD52 CD79A CD8A CD8B CDA CDC42EP1 CDH16 CDH2 CDH5 CDK18 CDK5R1 CDKN1A CELSR3 CES1 CFAP410 CFD CFP CHPF CHRNB1 CITED2 CKM CLDN5 CLDN9 CLEC3B CLN3 CNKSR1 COL15A1 COL1A2 COL2A1 COL6A1 COL6A2 CORO1A COX6A2 COX7A1 CRABP1 CREBZF CRIP1 CRYAB CRYBA4 CRYM CSRP3 CST7 CTF1 CYB5R1 CYP2A6 DDIT4 DDT DEFA3 DELE1 DENND2B DEPP1 DHRS2 DHRS3 DKK4 DLEC1 DLK1 DMTN DNM2 DOK1 DPP6 DPYSL4 ECE1 ECHS1 ECI1 EDC4 EEF1A2 EFNA2 EIF4EBP1 ELAC2 ELN EMP3 ENG ENTREP1 EPAS1 EPHX1 EPOR ESRRA ETFB FAM107A FBLN2 FCER1G FCGRT FDXR FEV FEZ1 FGFR1 FGR FHIT FHL2 FKBP8 FN1 FPR2 FSTL3 FXYD1 FZR1 G0S2 GAA GAGE12F GALR3 GAS1 GATD3 GBF1 GDPD5 GJA4 GMPR GNG7 GOT1 GPA33 GPNMB GPSM3 GPX3 GRN GSTM1 GSTT1 GTPBP1 GYG1 H2BC21 HAGH HBEGF HCLS1 HLA-DMA HLA-DQB1 HMOX1 HPGD HSD17B1 HSF1 HSPB2 HSPG2 HTR4 HTR6 HYAL1 HYI ICAM3 ICMT IER3 IFFO1 IFI27 IFI35 IGF1 IGF2 IGFBP2 IGFBP4 IGFBP6 IGHG3 IGHM IL32 INHBC ISG15 ITGA10 ITGA7 ITGB4 ITGB5 ITGB7 ITPR2 IVD JADE2 JAK3 KCNA5 KCND3 KCNH2 KCNJ4 KCNMB1 KDM5C KLHDC3 KYAT1 LAIR1 LAMB2 LARGE1 LCK LDAF1 LGALS9 LGMN LLGL2 LPL LRRC32 LSP1 LST1 LTB LTBR LY6G6C M6PR MAN2B1 MAN2C1 MAOB MAP2K3 MAPK8IP3 MAPKAPK3 MAPRE2 MB MCM2 MCRS1 MEF2D MFAP4 MICAL2 MPG MTHFR MYH11 MYL2 MYL9 MYOG MYOM1 NAPA NDUFB7 NECAB3 NECTIN2 NEURL1 NFKBIL1 NHERF1 NKG7 NME3 NNMT NOTCH3 NR1D1 NR4A1 NR5A1 NRTN NTNG1 OGG1 PARD6A PBX1 PCBD1 PCBP4 PCOLCE PDE2A PDGFRA PDGFRB PDK2 PDLIM5 PDXK PER1 PGAM2 PIK3C2B PKD1 PKMYT1 PKN1 PLAAT3 PLAAT4 PLAU PLEC PLEKHO2 PLIN1 PLK3 PLXND1 PNRC1 POLA2 POLD2 POLR2J POMZP3 PPP1R12B PPP1R15A PPP1R1A PPP2R5D PPP6R2 PRELID3A PRF1 PRG2 PSG7 PSMB10 PTGDS PTGIS PTP4A3 PTPRCAP QSOX1 RAC2 RAMP1 RAMP2 RARRES2 RBMS3 RBPMS RGL2 RGS3 RHBDL1 RHOB RHOD RNASE1 RNF167 ROR2 RPS26 RRAD S100A11 S100A4 S1PR4 SBNO2 SCAMP5 SCN1B SCN4A SEMA3F SERPINH1 SIPA1 SLC29A1 SLC2A1 SLC4A3 SLC6A8 SLIT2 SMAGP SMARCD3 SMTN SNCG SOD3 SORBS2 SPIB SPTB SRPK3 SRPX ST3GAL4 ST6GALNAC4 STAB1 STOML1 SVIL TACC2 TAF1 TAFAZZIN TAP1 TBX1 TBX19 TBX5 TCF7 TFAP2B TFF3 TGFB1 TGFBI TGFBR2 TGM2 THRA TIMM17B TIMP3 TJP1 TLE2 TM7SF2 TNFAIP2 TNFRSF13B TNFRSF14 TNFRSF1B TNNC1 TNNT3 TNXB TOB2 TOM1 TP53I11 TPM2 TPSAB1 TRANK1 TRAPPC6A TRIB1 TRIM16 TRPM2 TSPAN7 TST TTLL12 TUB TXN2 TYMP TYR UBE2L6 UBXN1 VAMP5 VEGFA VSIG4 VTN VWF WAS WFS1 WT1-AS ZIC2 ZKSCAN3 ZKSCAN7 ZYX MODULE_61 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_61 ADK ADSL ANGPT2 ANKRD6 APEX1 ATP5PF BLMH BZW1 C1QBP CDK4 CSE1L CTPS1 CYP2B6 EIF1AX EIF3B FBXO5 GADD45A GART HDAC2 HDDC2 HDGF HSP90AA1 IMPDH2 MB MECOM MIF MMP12 MYC NDUFB7 NME2 NT5C2 ODC1 PAICS PANX2 PCDH1 PDXP PPP2CA PRMT1 RAN RCC1 RPA3 SHMT2 SLC25A5 SUMO1 TOP1 TUBA1A TUBA1B ULBP2 UMPS YWHAE MODULE_62 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_62 ABCF1 ATP2C1 ATP5F1A ATP5F1B ATP5F1C ATP5F1D ATP5F1E ATP5MC1 ATP5MC2 ATP5MC3 ATP5ME ATP5MF ATP5PD ATP5PF ATP5PO ATP6AP1 ATP6V0A1 ATP6V0B ATP6V0C ATP6V0D1 ATP6V0E1 ATP6V1B2 ATP6V1D ATP6V1E1 ATP6V1F ATP6V1G1 ATP6V1H COX11 COX17 COX4I1 COX5A COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C COX8A CYC1 CYCS MAOB NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA6 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB6 NDUFB7 NDUFB8 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 PPA1 SDHA SDHB SDHC SDHD SLC25A3 SLC25A4 SLC25A5 SLC39A6 SLC9A6 SURF1 TIMM17B TOMM20 UCP1 UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 UQCRH UQCRQ MODULE_63 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_63 ADCYAP1R1 ADGRE1 ADRB2 ANPEP AQP4 AQP6 AQP7 AQP9 AR ASGR1 ASGR2 ASIC1 AXL BMPR1B BTN1A1 CACNG1 CD180 CD2 CD80 CD86 CHRM1 CHRNA2 CHRNA3 CHRNA4 CHRNA7 CHRNB1 CHRNB3 CHRNB4 CHRNE CLCN2 CLCN5 CLCNKA CLCNKB CLIC2 CNGA1 CNGA3 CNTFR CNTNAP1 CRLF1 CSF2RA CSF2RB CSF3R CYBB DDR2 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB6 ERBB2 ERBB4 FCAR FCER1A FCER2 FCGR1A FCGR2A FCGR3A FCGR3B FCGRT FGFR1 FGFR2 FGFR3 FOLR1 FOLR2 FOLR3 FPR1 FXYD1 FXYD2 GABRA2 GABRB3 GABRD GABRG2 GABRG3 GABRP GABRR1 GFRA1 GFRA2 GFRA3 GHR GJA1 GJA5 GJB1 GJB2 GJC2 GLRA1 GLRA2 GLRA3 GLYAT GPA33 GPR65 GPR75 GPRC5A GPRC5B GRIK1 GRIK3 GRIN1 HBEGF HYAL2 IFNGR1 IL10RA IL12RB2 IL13RA1 IL13RA2 IL1R2 IL2RA IL2RB IL2RG IL3RA IL4R IL6R IL6ST IL7R ITGA2B ITGA3 ITGA9 ITGAL ITGAM ITGAX ITGB2 ITGB5 ITGB7 ITGB8 ITPR2 KCNA1 KCNA4 KCNA6 KCNB2 KCNC3 KCNC4 KCNE1 KCNH2 KCNJ11 KCNJ12 KCNJ2 KCNJ8 KCNK1 KCNK3 KCNK5 KCNMB1 KCNN4 KCNQ3 KDELR3 KDR KIR2DL3 KIR3DL1 KIT KLRC4 KLRK1 LIFR LILRA2 LILRA3 LILRB2 LILRB4 LRP1 LRP2 MAL MERTK MLC1 MRC1 MS4A2 MST1R NPR3 NPY2R NRP1 NTRK2 OLR1 P2RX1 P2RX3 P2RX7 P2RY2 PDGFRA PDGFRB PDGFRL PLA2R1 PRLR PTK7 PTPRF PTPRK PTPRM PTPRN PTPRN2 PTPRO PTPRS RAMP1 ROS1 RYR1 S1PR2 SCN2B SCN7A SCN9A SCNN1A SEMA4D SHROOM2 TACSTD2 TEK TGFBR1 TGFBR3 TGFBRAP1 TIE1 TNFRSF10A TNFRSF11B TNFRSF13B TNFRSF17 TNFRSF1B TNFRSF21 TNFRSF25 TNFRSF4 TNFSF11 TRPM2 UNC13B MODULE_64 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_64 ABCA1 ACKR1 ACKR2 ADAM9 ADAMDEC1 ADGRE1 ADM ADORA1 ADRA2A ADRA2B ADRB2 AGRP AGT AGTR1 AHR AKAP12 ANPEP ANXA1 APOB APOE APOH AQP1 AQP3 AQP5 AQP7 AQP8 AQP9 AREG ART1 ART3 ASGR1 ASGR2 ASIC2 ATP4A ATP7B AVPR1A AVPR1B AXL B2M BDKRB2 BMP2 BPI BST2 C3 C3AR1 C5AR1 C9 CACNG1 CALCRL CAMK4 CAV1 CCK CCKAR CCKBR CCL1 CCL11 CCL13 CCL14 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCN3 CCR1 CCR2 CCR5 CCR8 CCR9 CD14 CD163 CD19 CD1C CD2 CD22 CD247 CD300C CD37 CD3D CD3E CD3G CD4 CD40 CD5 CD53 CD55 CD5L CD6 CD63 CD69 CD79A CD79B CD82 CD83 CD86 CD8A CD8B CD9 CD96 CDK5R1 CDKN1A CEACAM1 CEACAM4 CFI CGA CHRNA2 CHRNA4 CHRNA7 CHRNB1 CHRNB3 CHRNB4 CHRND CHRNE CILP CLCNKA CLDN1 CLDN10 CLDN4 CLEC2B CNR1 CNR2 CNTFR CNTN2 CNTNAP1 CR2 CRHR2 CRLF1 CSF1 CSF2RA CSF2RB CSF3 CSF3R CSH2 CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL8 CXCL9 CXCR4 CXCR5 CXCR6 DAPK1 DDR2 DRD3 DUSP2 DUSP5 DUSP6 DYRK3 ECM2 EDN3 EDNRA EDNRB EFNA3 EFNA4 EFNA5 EFNB1 ENPEP EPHA2 EPHA4 EPHA7 EPHB1 EPHB6 EPOR EREG EVI2A F3 FADS2 FAS FASLG FAT1 FCER1A FCER1G FCER2 FCGR1A FCGR2A FCGR3A FCGRT FGF6 FGF7 FGFR1 FGFR2 FGR FLT1 FLT3 FOLR1 FOLR2 FOLR3 FPR1 FPR2 FRZB FXYD1 FXYD2 FXYD3 GABRB3 GABRE GABRG3 GABRP GABRR1 GALR3 GAST GFRA3 GHR GHRHR GJA1 GLRA1 GLRA2 GLYAT GNA15 GNG11 GP1BB GP5 GP9 GPA33 GPLD1 GPM6A GPR182 GPR183 GPR3 GPR39 GPR65 GPRC5A GPRC5B GRB14 GRIK1 GRK5 GRM2 GRN GRPR GUCY2F GYPB GYPC GYPE HAS2 HAS3 HBEGF HCAR3 HK3 HLA-A HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HPN HPS1 HTR2A HTR2B HTR3A HTR4 HTR6 HTR7 ICAM1 ICAM3 ICAM4 IFITM1 IFNG IFNGR1 IGF1 IGF2 IGSF6 IL10RA IL11 IL13RA2 IL15 IL15RA IL17A IL18R1 IL1A IL1B IL1R1 IL1RAP IL24 IL27RA IL2RB IL2RG IL3RA IL4R IL6 IL6R IL6ST IL7R IL9 INHBA IRAG2 ITGA10 ITGA2B ITGA3 ITGAL ITGAM ITGAX ITGB2 ITGB5 ITGB7 JAG1 JAM2 KCNC3 KCND3 KCNH2 KCNJ2 KCNJ4 KCNJ6 KCNK1 KCNK3 KCNN1 KCNN4 KCNQ3 KIR2DL4 KIR3DL1 KIT KLRC1 KLRK1 LAG3 LANCL1 LAPTM5 LAT LCK LDLR LEPR LGALS3 LGALS3BP LIF LILRA1 LILRA2 LILRB2 LILRB3 LPAR1 LPAR6 LRRC32 LSP1 LTA LTB LY6E MAK MAL MAP3K8 MAPK4 MCAM MEP1A MLANA MMP14 MPZL1 MRC1 MS4A1 MS4A2 MST1R MUC1 MUSK MYLK NAMPT NCKAP1L NEO1 NGF NGFR NKG7 NPR3 NPY NPY1R NR0B2 NR4A2 NRG1 NRP1 NTRK1 NTS NTSR2 OGN OLR1 OPRK1 OSM OXT OXTR P2RX1 P2RX7 P2RY10 P2RY14 PDGFB PDGFRA PDGFRL PDK4 PDPN PDYN PENK PF4 PFKFB1 PFKFB3 PFKFB4 PGLYRP1 PIGR PLAUR PLPP2 PPARA PPBP PRB4 PRKCH PRKCQ PRKD1 PROM1 PRPH2 PRSS12 PTAFR PTGIR PTH1R PTH2R PTPRC PTPRD PTPRE PTPRH PTPRM PTPRN PTPRO PTPRR PTPRS PYY RAMP3 RARB RGS13 RGS16 RGS2 RGS4 RGS5 RHAG RHBDL1 RNASEL ROR1 ROR2 RORA RRH RXRA RYR1 S100A6 S100A9 S1PR4 SCGB1A1 SCN7A SCNN1A SELL SEMA4D SFRP4 SH2D1A SKAP1 SLA SLAMF1 SLC10A1 SLC12A3 SLC13A2 SLC15A2 SLC16A2 SLC16A3 SLC16A4 SLC17A3 SLC18A2 SLC18A3 SLC1A6 SLC22A4 SLC22A6 SLC29A2 SLC34A1 SLC4A1 SLC4A3 SLC4A4 SLC6A1 SLC6A11 SLC6A2 SLC6A3 SLC6A4 SLC6A7 SPN SSTR2 STAT1 STAT2 STAT4 STC1 STOM TACR3 TACSTD2 TEK TGFA THBD TIRAP TLR1 TLR2 TLR3 TM4SF5 TMPRSS2 TNC TNFRSF10C TNFRSF11B TNFRSF13B TNFRSF1B TNFRSF21 TNFRSF25 TNFSF10 TNFSF12 TNFSF14 TNFSF4 TPO TRPM2 TSPAN4 TSPAN7 TSPAN8 TYROBP UNC13B VAMP1 VIPR1 WNT2 XCL1 MODULE_65 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_65 ADCY8 ADM GUCY1A2 GUCY1B1 GUCY2C GUCY2D GUCY2F NPR1 NPR2 PDE5A MODULE_66 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_66 AAK1 AANAT ABAT ABCA3 ABCC5 ABCC8 ABLIM1 ABLIM3 ACD ACSL1 ACSL6 ACTL6B ADH1A ADIRF AGT AHDC1 AKR1C1 ALB ALCAM ALDH1A1 ALDH1A3 ALDH4A1 ALDH7A1 AMPH AMT ANGPT1 ANK3 ANOS1 APBA2 APBB1 APC2 APLP1 APOC1 APOC4 APOD APOE AQP1 AQP4 ARC ARHGDIG ARHGEF4 ARMCX2 ARNT2 ASIC1 ATOSB ATP1B1 ATP1B2 ATP2B1 ATP2B2 ATP6V0A1 ATP6V1D ATP6V1G2 ATP9A B4GAT1 BAIAP3 BCAS1 BCL11A BCL9 BICD1 BIN1 BMERB1 BRD4 BTBD3 C1QB C3 CA11 CA12 CA2 CABP1 CACNA1A CACNA2D2 CACNB3 CACNG3 CADM1 CALB1 CALB2 CAPN3 CARTPT CBLN1 CBR1 CBX6 CCK CCND2 CD24 CDH11 CDH18 CDH2 CDH22 CDH4 CDK18 CDKN1A CEL CELF2 CELSR3 CEP135 CFAP410 CGA CHGA CHGB CHL1 CHN2 CHRNB1 CHST1 CHST15 CITED1 CKB CKMT1B CLDN10 CLDN5 CLEC3B CLIP3 CNP CNTNAP2 COL6A2 COL9A2 COL9A3 CORO1A CORT COX7A1 CPE CRABP1 CRMP1 CRYAB CRYM CSH2 CSPG5 CSRP2 CTSF CUL9 CX3CR1 CYB5R1 DBN1 DBP DCLK1 DCX DDX17 DDX3Y DGCR2 DIRAS3 DKK4 DLG4 DLK1 DMBT1 DNAJB2 DNM1 DPP6 DPYSL3 DPYSL4 DTNB DUSP5 DUSP8 DVL1 DYNC1I1 EDA EDNRB EEF1A2 EFNA2 EFNB3 EFS ELAC2 ELAVL2 ELAVL4 ELF3 ELMO1 ENO2 ENPP2 EPAS1 EPB41L3 EPHA4 EPHX1 EPN2 EVI2A EXD2 F3 FABP7 FADS2 FAM107A FAM131A FAT1 FAT2 FBXL7 FEV FEZ1 FGB FGF9 FGFR1 FGFR2 FGFR3 FKBP1B FOLR2 FOS FOXG1 FOXO4 FRZB FXYD1 FZD7 FZR1 GABBR1 GABBR2 GABRB3 GABRG2 GAD1 GADD45G GAGE12F GAL GALR3 GAP43 GATM GBF1 GET1 GFAP GFPT2 GJA1 GJB1 GLRB GNAO1 GNG12 GNG4 GNG7 GPC3 GPM6A GPRASP1 GPRC5B GPX3 GRIA2 GRIK1 GRIK5 GRIN1 GSTA4 GSTM1 GUCY1B1 H2BC21 HAGH HBB HMOX1 HPR HRAS HSPA13 HSPA2 HTR4 HTRA1 IFI27 IFIT1 IGFBP2 IGFBP3 IGFBP6 INHBB INPP1 INSIG1 INSM1 IQSEC1 ITGA6 ITGA7 ITM2A ITPKA ITPR1 KAT6B KCNA5 KCNJ4 KCNK1 KCTD17 KHDRBS3 KIF21B KIF3A KIF5C KLHDC3 KLK6 KMT2A KRT4 KRT86 KYAT1 L1CAM LAMA2 LARGE1 LDB2 LDOC1 LGR5 LHB LHX2 LIPA LMO2 LMO4 LPL LY6H LZTS3 MACIR MAGI2 MAL MAOA MAOB MAP2 MAP7 MAPK10 MAPK8IP2 MAPK8IP3 MAPRE2 MAPT MAT1A MBP MDK MEF2C MEGF9 MEIS2 MLC1 MLLT11 MPP3 MT1G MTHFR MTMR9 MTSS1 MTUS1 MXD4 MYH11 MYLK MYO10 MYRF NAB2 NAP1L3 NCALD NCAM1 NCAN NEBL NECAB3 NECAP1 NEFL NEFM NEO1 NEURL1 NFYC NHERF1 NID2 NNAT NOVA1 NOVA2 NPTX1 NPY NR1D1 NR4A1 NRG2 NRGN NRXN1 NTRK2 NUPR1 OLFM1 OMG ORM2 PALM PARD6A PARM1 PAX4 PAX6 PCBP4 PCDH9 PCK1 PCP4 PCSK1 PDE2A PDE4B PDE8B PDGFRA PEG10 PENK PER1 PFKFB4 PHLDA1 PHYHIP PITPNB PKD1 PKIA PLAAT3 PLCB1 PLCB2 PLCH2 PLEKHB1 PLP1 PLXNA2 PLXNB1 POLR2J POMZP3 PPL PPP3CA PPP4R2 PRAME PRB4 PRKACB PRKCB PRKCZ PRPF19 PRPF6 PRSS2 PSD PSG7 PSPHP1 PTGDS PTK2B PTN PTP4A3 PTPRD PTPRN PTPRN2 PTPRO PTPRZ1 QDPR QPCT RAB11B RAB31 RAC3 RALGPS1 RASL10A RASSF2 RBMS3 RBP1 RCAN2 RELN RGS1 RGS4 RGS5 RGS7 RHBDL1 RHOB RIMS2 RIMS3 RNASE1 RND1 RND3 RNF144A ROR1 RPH3A RPS4Y1 RSBN1 RTN1 RUNDC3A RUNX1T1 RYR3 S100B SCAMP5 SCG2 SCG5 SCHIP1 SCN1B SCN2B SCO2 SCRN1 SELENOP SEPTIN5 SERPINA1 SERPINA3 SERPINI1 SETBP1 SFRP1 SGCE SH3BGR SH3GL3 SIX6 SLC17A7 SLC1A3 SLC1A6 SLC22A18AS SLC23A2 SLC2A3 SLC39A6 SLC6A3 SLIT1 SMARCD3 SNAP25 SNAP91 SNCB SNCG SNPH SNRK SOD3 SORBS2 SOX10 SOX4 SOX9 SPARCL1 SPHK2 SPOCK1 SPOCK2 SPP1 SPTBN2 SRPX SST SSTR2 ST18 ST3GAL5 ST6GALNAC4 STAT2 STK39 STMN1 STMN2 STOML1 STX1A STXBP1 SULT4A1 SV2A SV2B SYNE1 SYNGR1 SYT1 SYT5 TACC2 TAGLN3 TBC1D9 TBR1 TCEAL4 TENM4 TF TFAP2B THBS2 THBS4 THRA TIMM17B TIMP3 TLE1 TLE2 TM7SF2 TMCC2 TMEM47 TMSB15A TMX4 TNC TNF TRIM2 TRIM23 TRIM9 TRO TRPC4AP TRPM2 TSPAN7 TSPAN8 TSPYL2 TSPYL4 TUBGCP4 TUSC3 TYRO3 UBE2D1 UBL3 UBXN1 UCHL1 VCAN VGF VSNL1 WASF3 WDR7 WFDC2 WIF1 ZBTB16 ZBTB18 ZBTB20 ZIC1 ZIC2 MODULE_67 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_67 ABTB2 ACAP3 ACBD6 ACVR2A ADAM3A ADAMTS12 AK3 AKAP9 ANG ANKRD11 AOX2P AP5B1 APOO ARAP2 ARID1B ARMC2 BBS7 BIN2 BMX BSPRY BTRC BUB1 BVES CA10 CARD18 CARD9 CCDC7 CCDC88C CDC27 CES3 CFAP92 CHRFAM7A CITED4 CLEC1B CNNM3 COPS4 COX4I1 CPNE4 CRCT1 CSPG5 CTNNAL1 CYP2C9 DACT1 DARS2 DENND1B DNAH11 DRC7 DROSHA DYNC1I2 EDDM3B EFCAB6 EGFL8 ELAC1 ELL2 ELMOD1 ERVMER34-1 ERVW-1 ETV5 EXO1 EYA4 FAM181A FAM50B FAU FBXL12 FBXL4 FBXO27 FBXO4 FBXO42 FGFBP2 FJX1 FKBPL FLRT2 GAS8 GFOD3P GIPC2 GK2 GPN1 GRIA4 GTPBP6 HAND2 HAO1 HDDC2 HEATR3 HERC5 HOXB6 HSDL2 HYDIN IFT80 ILRUN INIP IQCH JCAD KCND1 KCNJ16 KCNK4 KIAA1210 KIF26B KLF1 KLHL4 KMT5AP1 KRBOX1 KREMEN1 KYAT1 LINC00112 LINC00520 LMAN1L LRP1B LRRC3 MAGEL2 MALL MAP3K21 MAP4K1 MED23 MLANA MOCS3 MXD3 NDUFAF5 NEK1 NIPSNAP3A NMNAT2 NOL4L NOL8 NOL9 NR2E1 NRXN1 NRXN2 NTF3 NTN4 OGFOD3 OLIG2 PADI2 PAPOLG PARD6A PARP9 PCDHA9 PCSK5 PDGFD PDZD2 PEX5L PLEKHG4 POGLUT2 POLI POLR2L PPFIA1 PPP1R17 PPP2R2D PPP2R3A PUS1 PXMP2 PYCR3 QTRT1 RAB11FIP1 RAB9B RAC3 RAVER1 RGP1 RGS18 RHOU RLN1 RND2 ROPN1 RPRM RPS13 RRP15 RSRC1 RUNX1T1 RXYLT1 SCYL2 SGCD SH3BP1 SIRPG SLAMF9 SMG1 SNAP91 SOX21 SPPL3 SPTA1 SPTBN4 SPZ1 SQLE SSH1 STAC SYAP1 SYCP1 TAT TEKT3 TF TFPI TIMM13 TMEM140 TMEM241 TRAF3IP3 TRIM62 TRPM1 TTC29 TTF1 UACA UBA6 ULK4 USP24 USP9Y UVSSA VANGL1 VPS13D VRK1 WHAMM ZBTB32 ZC2HC1C ZFP14 ZFPM2 ZKSCAN7 ZMYM6 ZMYND15 ZNF107 ZNF112 ZNF137P ZNF273 ZNF318 ZNF385D ZNF431 ZNF471 ZNF483 ZNF638 ZNF652 ZNF667 ZRSR2P1 ZSCAN31 MODULE_68 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_68 DRD2 DSP INA KRT1 KRT13 KRT14 KRT15 KRT16 KRT17 KRT18 KRT19 KRT2 KRT32 KRT33B KRT35 KRT4 KRT5 KRT6A KRT6B KRT7 KRT8 KRT85 KRT86 NEFL SPRR1B VIM MODULE_69 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_69 AASS ABCC1 ABHD17C ABI3 ABL2 ACKR1 ACSBG1 ACTR6 ACVR1 ADIPOR2 AGAP2 AKAP8L ALDH1B1 ALDOA ALG6 AMIGO1 AMOTL2 AMZ2 ANKRD1 ANKRD13A APTX ARHGAP15 ARHGAP45 ARID5A ART3 ASXL2 ATG16L1 ATG2A ATG4D ATP8A2 ATRN ATXN7 AURKAIP1 BAG3 BAIAP3 BARD1 BASP1 BCL2L13 BCL2L14 BCR BEGAIN BEND5 BFSP2-AS1 BHLHE40 BHMT2 BMX BPIFA1 BPIFB2 BPTF BRAP BRIP1 BSDC1 BTN2A1 C17orf75 C19orf73 C1orf116 C21orf62 CAAP1 CACNA2D3 CAMKV CAND1 CAPRIN1 CCAR2 CCBE1 CCDC102A CCDC134 CCDC81 CCDC85C CCDC90B CCL13 CCL19 CCNG1 CCNH CCNL1 CD1A CD1D CD302 CD8A CD9 CDH13 CDH22 CDH4 CDH5 CDK11A CDK16 CEBPZ CELF2 CELP CENPK CEP162 CEP55 CHAF1A CHD1 CHD9 CHL1 CHST1 CHST9 CIP2A CITED2 CLCF1 CLEC2B CLUH CMTM6 CNKSR2 COCH COL6A3 COPE COQ8A CORIN CPNE1 CSF1 CST1 CTSZ CUL9 CXCL8 CYP1A1 CYP2A7 CYP2B7P CYP2C9 CYP2E1 CYYR1 DCANP1 DCLK1 DCTN3 DCX DDX11 DDX17 DDX60 DES DEXI DHODH DHRS12 DIAPH2 DIO3 DIRAS2 DNAAF4 DNAJC12 DPYD DYNC2LI1 DZIP3 EARS2 EDN1 EDNRB EEF1D EFCC1 EGFR EGLN1 EIF2B4 ELAC1 ELMO1 ELOB ELOVL2 ELSPBP1 ENPP1 EPHA7 EPS15L1 ERLIN2 ERMN ERVMER34-1 ESPN EYA3 F3 FABP2 FAF1 FAM220A FAR2 FBXO11 FBXW4 FEM1C FGD6 FGFR2 FGFR3 FLJ13224 FMN1 FNBP4 FOS FOSL2 FPR2 FURIN GABPB1-IT1 GALNT3 GATA3 GEMIN4 GEMIN7 GGA2 GJA1 GJA5 GJC2 GLB1L GLT8D1 GOLGA4 GPATCH3 GPR137B GPR68 GPSM3 GREB1 GSTM1 GSTM4 GSTZ1 HACD1 HBE1 HINT3 HIVEP2 HMGN5 HNRNPDL HNRNPU HOXC4 HS1BP3 HSD17B12 HYAL2 IFI27 IFT80 IGKC IL18R1 IL1A IL1R2 IL1RL1 ILRUN IMMT INIP INO80B IPCEF1 ISCU ISYNA1 ITGA4 ITGA8 ITGAM ITGB5 ITK ITM2C IWS1 KAT2B KATNAL1 KATNIP KCNE4 KDM4D KDM5B KIAA2013 KIF18A KLF13 KLHL36 KLHL4 KLHL41 KRT19 LAIR1 LAMB3 LANCL2 LARP1 LDAH LEPROTL1 LHPP LINC00160 LMO7 LMTK3 LRP3 LRRC19 LRRC4C LY86 LYL1 MAGED4B MAGEL2 MAP1S MAP4 MAP6D1 MAPK4 MAPKBP1 MBD5 MCMBP MCTS1 MED12L MED14 MED25 METTL22 MICALL1 MICB MMP14 MMP7 MOB4 MOCOS MORC3 MPRIP MREG MRPL18 MRPL27 MRPL36 MRPL47 MRPS15 MST1R MSX1 MTMR12 MTTP MXRA8 MYBL2 MYEF2 MYH1 MYL12A NACAD NANS NCOA7 NDRG2 NECAP2 NEIL1 NELFB NEPRO NFIL3 NGF NHSL3 NME1 NMNAT1 NMT1 NOL7 NOP53 NPY1R NR2E1 NRL NSUN3 NUP54 NUP58 NUTM2F NXF1 NXPH4 OBSCN OR2A1 OR7E12P OSBPL9 OTOR OXGR1 P4HTM PAPOLA PARS2 PAWR PCDHB7 PCED1B PCGF1 PCSK5 PDCD2L PDCD5 PDCD6 PDE4D PGLYRP2 PHAX PHF3 PHIP PI4K2B PIF1 PIKFYVE PIP4K2C PITPNC1 PKIA PLA2G2A PLAAT4 PLEKHF2 PLEKHG1 PLEKHM2 PLGLB2 PLIN1 PNMA8A PNPLA2 POGLUT2 POLDIP3 PORCN POU6F2 PPIL2 PPP1CB PPP1R14D PPP4R2 PRDM1 PRDM8 PROM1 PRPF38B PRPF39 PTGS2 PTPRF PTPRT PTPRZ1 PTX3 PYCR3 PYGB QKI QSER1 RABGAP1 RALGPS2 RARB RBAK RBM7 REPIN1 RERE REV3L RFC2 RFX7 RHPN1 RNASEL RNF103 RNF220 RPRM RRAGD RXRA S100A5 SARAF SATB1 SAV1 SCARA3 SCD SDC3 SELE SELP SENP1 SEPTIN2 SF3A1 SFT2D3 SH2B3 SH3BP2 SIAH1 SIPA1L3 SLAMF7 SLC11A2 SLC17A8 SLC19A1 SLC22A3 SLC25A27 SLC26A8 SLC43A1 SLC5A4 SLC9A6 SLITRK1 SLMAP SLX4 SMAD3 SMG7 SNRNP25 SNTB2 SNX5 SOAT2 SOX1 SOX21 SOX6 SP140L SPAG9 SPMAP2 SPNS1 SRSF5 SSBP4 STAMBPL1 STAT3 STAT5A STRIP2 STRN SUGP2 SURF6 SV2B SYCP2 TAL1 TBC1D8B TBC1D9 TDP1 TESPA1 TFAP4 THUMPD1 TIMELESS TIMP4 TLN1 TMED3 TMEM120A TMEM121B TMEM144 TMEM161A TMEM248 TMEM250 TMEM62 TMEM97 TMLHE TNFRSF13C TNFRSF17 TNFSF4 TOR4A TP53 TRABD TRAF3 TRIM14 TRIM48 TRIM7 TRMT6 TSC22D3 TSLP TTF2 TTYH2 TUBA4A TYMP UBE2J1 UFL1 UFSP2 UGCG UNC79 USP30 USP36 USP6 UTP11 VAV1 VEGFC VIT WDR19 WDR25 WDR46 WRNIP1 WSB2 XPO4 XRN2 YWHAB ZBTB5 ZBTB7A ZCCHC4 ZFP41 ZGRF1 ZKSCAN7 ZMAT4 ZMYM5 ZMYM6 ZNF106 ZNF117 ZNF143 ZNF202 ZNF264 ZNF292 ZNF318 ZNF566 ZNF638 MODULE_7 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_7 ABCA1 ABCB9 ACTL6B ADA ADAM20 ADGRL3 ADRA1B AGPS AGXT AHSG AKAP7 ALOX12 ALOX12B ALOX15 ALPI AMMECR1 ARFGAP3 ARID1A ARID3A ARL4A ASIP ATOSB ATP6V1G2 B3GNT3 BARX2 BNIP1 BRME1 CACNB1 CACYBP CAPN3 CASP2 CBL CBLN1 CCL16 CCNF CD4 CD6 CD72 CD86 CD8A CDK13 CDK5R2 CEACAM4 CELA2B CELSR2 CEP250 CHP1 CHP2 CHST1 CNTN6 COL19A1 COX6A2 CRABP1 CSNK2A1 CSTF2 CSTF3 CTAG1B CYP27B1 CYP2A6 CYP2A7 CYP2D6 CYP2E1 DCAF7 DCBLD2 DDX18 DOK1 DPYSL4 DUS4L DVL1 DYRK2 EDA EFNA5 EIF1AY ELK3 ERCC8 EXOSC2 FAM131B FAM13A FARP2 FCGBP FKBP6 FMO5 FUT3 GAD2 GAGE12G GGA2 GIP GLE1 GNG4 GNG7 GP9 GPSM3 GREM1 GRK3 GTF2H3 H3C6 HCRT HOXB7 HOXC11 HOXD10 HOXD13 HOXD4 HPGD HPR HPS1 HSF2 HTR2A HTR4 HTR7 IKZF1 IL1RL1 INTS9 ISG20L2 ITIH1 ITIH4 KIAA0586 KIF20B KRT32 KRT33B KRT6A LEFTY1 LOX LRP6 MACIR MAGEA4 MAGEC1 MAGI1 MAPK13 MEF2C MET MLANA MLC1 MLLT1 MPP3 MPZ MPZL2 MSL3 MYBPC2 MYCBP MYCL MYH2 N4BP2L1 NAT8 NDRG2 NECTIN1 NELFA NEMF NMB NPR1 NR0B2 NRG2 NRXN1 NSG1 NTNG1 NTRK1 NUDT1 OAS2 OGG1 PARD3 PARP2 PAX3 PAX6 PDCD1 PGAM2 PHF20 PHKG1 PIAS1 PIGL PIK3IP1 PIK3R2 PIK3R3 PIM2 PLIN1 PLXNA3 POLA1 POM121L9P POU6F1 PPP3CA PPT2 PRG2 PRL PTH2R PTPRD PZP RANBP9 RASL10A RBMXL2 RCE1 REG1B REL REPS2 RNF216 RRH RUNDC3A SCYL3 SEMA7A SHBG SIX6 SKI SLA SLC17A3 SLC18A1 SLC22A18AS SLC4A1 SLC7A11 SMAGP SNAP25 SOX10 SP140 SPINK2 SPN SPTB SRPK3 SSX4 STAT4 STATH SYT5 TAGLN3 TBR1 TBX1 TBXT TCL1A TDO2 TFAP2B THRA TJP1 TNFRSF10D TRIM10 TRIM16 TRIM21 TRIP13 TTC22 VAV2 WASF2 ZBTB24 ZBTB7A ZC3H14 ZNF143 ZP2 MODULE_70 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_70 ACE ADGRE1 ALDH3A1 BDKRB2 BMP1 CDKL1 COL9A3 CSPG4 DBN1 DEFB4A DSG2 ESS2 GAS6 GET3 KCNK1 KIR3DL1 KLK6 LAMA2 LILRB1 LTBR MAP4K2 MYOM1 MZF1 NCBP1 NDN OGG1 PDE1B PFKL PIR PTGS1 RAD9A RFC5 ROR2 S100A3 SCN5A SH3GL2 SLC11A1 SLC25A1 SMAD3 TBL3 TMED1 TRIM21 TRPC1 MODULE_71 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_71 ABCC3 ABCG1 AKR1C4 LTBP2 SLC10A1 SLC10A2 SLC12A2 SLC13A2 SLC16A1 SLC16A2 SLC16A3 SLC16A4 SLC16A5 SLC16A8 SLC1A6 SLC22A4 SLC26A3 SLC7A2 SLC7A5 SLC9A6 SLCO1A2 XK MODULE_72 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_72 ABCD3 ABHD2 ABLIM1 ACD ADIPOR2 AEBP1 AIMP2 AKAP12 AKAP3 ALDH1A1 APBB3 APOE APOM ARL4A ARPP19 ATP6V0D1 BIRC2 BRD8 BTG3 BUD23 C1S C5orf15 C7 CADM1 CALB2 CAV1 CBX1 CBX3 CCHCR1 CCNA1 CCNB2 CCP110 CDC20 CDC34 CDH2 CDK16 CDKN3 CDR2 CEBPZ CFAP410 CFD CHGA CHN1 CHPF CITED1 CKAP5 CKS2 CLEC3B COL15A1 COL1A2 COL6A2 COPB1 COPS2 COPS3 COPS5 CPE CREM CRIM1 CSE1L CSNK2A1 CXADR CYB5R1 DAP3 DDX1 DDX39A DDX3Y DDX42 DENND2B DGUOK DHX30 DHX9 DLK1 DLX4 DNAJB2 DNALI1 DNM2 DNMT1 DYRK1A ECHS1 EEF1E1 ELAC2 ELAVL2 ENG ENPP2 EPB41L3 EWSR1 EXD2 FADS1 FAT1 FBLN2 FGFR1 FHL2 FKBP8 FLNA FOXG1 FOXJ3 FSTL3 GAGE12F GAGE12G GATM GCC2 GET1 GFPT1 GJA1 GMPS GOLGA8A GPRC5B GSTA4 GSTM1 GTF2A2 GTF2E2 GTF3C1 GYG1 H2BC12 HAGH HDDC2 HMGXB4 HMOX2 HNRNPA0 HOPX HPRT1 HSF1 HSF2 HSPA2 IFI27 IGFBP2 IGFBP4 IK IMMT INHBB INTS1 IP6K1 ITGA6 ITPR3 JARID2 KATNB1 KCTD17 KDM1A KDM5B KHDRBS3 KIF2C KIF5C KLHDC3 LPAR2 LRPAP1 LSM14A LSM3 MAGEA4 MAPK6 MAPK8IP3 MAPRE1 MCM2 MCM6 MDM1 METAP1 MFAP2 MICAL2 MOK MPI MRPL3 MRPL47 MSI1 MSMO1 MTMR6 MYH11 MYL6B MYL9 MYLK NAE1 NECAB3 NEK2 NFE2L2 NFKBIB NSF NUP93 OAZ2 OR7E12P PAICS PAIP1 PARP2 PCNA PCOLCE PCYT2 PDGFRB PEG10 PEG3 PENK PIK3R3 PKMYT1 PLAAT3 PLCG1 PLK1 PLP1 POLE3 POLRMT POMZP3 PPP2R5D PPP4R1 PRAME PRB4 PRKCI PRPF6 PRPSAP1 PSMA3 PSMA4 PSMC2 PSMD14 PSMD4 PSMG1 PTGDS PTN PTOV1 PTPN12 PTTG1 QSOX1 RAB11A RAB11FIP5 RAB31 RANGAP1 RASSF2 RBBP4 RBCK1 RBMXL2 RBP1 RCN2 RNF167 RNF4 RO60 SAC3D1 SAFB2 SCCPDH SCP2 SEC24C SEPTIN6 SERPINH1 SF3A1 SF3A2 SFRP1 SGCE SLBP SLC16A3 SLC1A6 SLC2A5 SLC7A5 SMARCA1 SMARCA2 SMARCA4 SMC3 SNRPA1 SNRPB2 SNRPC SNRPF SNW1 SOD3 SOX9 SP3 SPINK2 SRP19 SRP54 SRRM2 SRSF2 SRSF5 SSBP1 STMN1 SUZ12 SYNGR4 TCEAL4 TCFL5 TFDP1 TFRC TLK1 TMED3 TMX4 TNPO1 TOMM34 TOP2A TPM1 TPM2 TPX2 TRAM2 TRIB2 TRIM16 TRIP12 TRIP13 TSC2 TSG101 TSPAN3 TSPYL2 TSPYL4 TTK TYMS TYRO3 UBE2M UBE2N UBE4A UBXN1 UGCG ULK1 USP9X UTP18 WDR45B WFS1 YPEL1 ZBTB18 ZBTB20 ZCCHC14 ZIC2 ZNHIT3 ZWINT ZYX MODULE_73 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_73 CSF2RB CXCR2 CXCR4 CXCR5 CXCR6 IL10RA IL13RA2 IL15RA IL18R1 IL1R1 IL1R2 IL1RAP IL1RL1 IL2RA IL2RB IL2RG IL3RA IL4R IL6R IL7R MYD88 TLR1 TLR2 MODULE_75 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_75 ADA ADM ADORA2A ADRA2A AGRP AHR AIF1 AIM2 AIRE AKR1C3 ALCAM APOE AQP9 AREG ARHGDIB AZGP1 B2M BATF BCAT1 BCL6 BPI BST1 BST2 BTG1 BTG2 C1QA C1R C1S C2 C3 C3AR1 C4B C4BPA C4BPB C5 C5AR1 C6 C7 C8A C8B C8G C9 CAMP CAPG CCL1 CCL11 CCL13 CCL14 CCL15 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCN1 CCN2 CCR1 CCR2 CCR5 CCR9 CD101 CD14 CD19 CD1C CD2 CD22 CD24 CD247 CD27 CD300C CD3D CD3G CD4 CD48 CD5 CD53 CD55 CD59 CD5L CD6 CD69 CD72 CD79A CD79B CD81 CD83 CD86 CD8A CD8B CDK5R1 CDKN1A CEACAM1 CEBPE CES1 CFB CFH CFHR1 CFI CFP CHIT1 CHRM3 CLC CLEC2B CLU CNR2 CR1 CR2 CREG1 CRIP1 CRLF1 CSF1 CSF2RB CSF3 CSF3R CSRP2 CST7 CTSC CTSG CTSS CX3CL1 CX3CR1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR4 CYBB DAB2 DAPK1 DEFA5 DEFB1 DEFB4A DNAJC3 DPP4 DYRK3 EDN1 EDNRA EGF EGR4 EMP1 EMP2 EMP3 ENDOG ENPEP EPHA2 EPHX1 EPHX2 EPS8 ERBB2 EREG ERG ETS1 EVI2A F2 F3 F8 FAS FASLG FCER1A FCER1G FCGR2A FCGR3A FCGR3B FCGRT FCN1 FCN2 FGA FGB FGF6 FGF7 FGG FGR FLT3 FN1 FYB1 FYN GALR3 GAS6 GATA3 GBP1 GBP2 GBX2 GCG GEM GLYAT GMFG GNLY GPR183 GPR65 GPX1 GPX2 GPX3 GRK1 GRN GSTA3 GZMA H1-2 HBEGF HFE HLA-A HLA-B HLA-C HLA-DMB HLA-DOA HLA-DRA HLA-DRB5 HLA-F HLA-G HP IFI27 IFI44 IFIT1 IFIT5 IFITM1 IFITM2 IFITM3 IFNGR1 IGF1 IGF2 IGLL1 IGSF6 IL11 IL15 IL15RA IL16 IL18 IL18R1 IL1A IL1B IL1R1 IL1RAP IL24 IL27RA IL2RB IL2RG IL3RA IL4R IL6 IL6R IL6ST IL7R IL9 INSIG1 IRF1 IRF7 IRF8 ISG15 ISG20 ITGB2 ITK KCNN4 KIR2DL4 KIR3DL1 KLF6 KLRA1P KLRC1 KLRK1 LAMP3 LAT LBP LCK LCP2 LGALS3BP LIF LILRA1 LILRA2 LILRB1 LILRB2 LILRB3 LILRB4 LILRB5 LRP1 LSP1 LST1 LTA LTB LTBR LTF LY6E LY6H LY86 MAD1L1 MAP3K8 MDK MGST2 MGST3 MIA MNDA MPO MS4A1 MS4A2 MST1R MTHFR MX1 MX2 MXD1 MYC MYLK NAB2 NAMPT NCF1C NCF2 NCF4 NFKBIA NPY NPY1R NQO1 NR4A2 NRP1 OAS1 OASL ORM1 ORM2 OSM OSMR P4HA2 PAX5 PDCD1 PDGFA PDGFB PDGFRA PF4 PGLYRP1 PPBP PRF1 PRG2 PSMB9 PSPHP1 PSTPIP1 PTAFR PTGER4 PTMS PTN PYY RAG1 REG1B RNASE6 RUNX3 S100B SAA1 SELENOP SELL SELP SEMA3C SEMA4D SERPINF1 SERPING1 SFN SFTPD SH2B2 SH2D1A SKAP1 SLAMF1 SNN SPOCK1 ST6GAL1 STAT1 STAT3 STAT5A TACSTD2 TEK TFF1 TFF3 TGFA TGFBI THPO TIMP1 TIRAP TLR1 TLR2 TNFRSF13B TNFSF10 TNFSF11 TNFSF12 TNFSF14 TPSAB1 TYROBP UBD UMOD VIPR1 VTN XCL1 ZEB1 ZFP36L2 MODULE_76 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_76 ABCF1 ADORA1 ADORA2A AGER AIF1 ALOX15 ALOX5 ALOX5AP ANXA1 AOAH AOC3 AOX1 BCL6 BDKRB2 C3 C3AR1 C4B C5 CCL11 CCL13 CCL17 CCL18 CCL19 CCL2 CCL20 CCL21 CCL23 CCL3 CCL4 CCL7 CCL8 CCR1 CCR2 CCR5 CD14 CD40 CEBPB CX3CL1 CXCL1 CXCL10 CXCL11 CXCL12 CXCL13 CXCL14 CXCL2 CXCL5 CXCL6 CXCL8 CXCL9 CXCR2 CXCR4 CYBB FN1 FOS FPR1 FPR2 IL1A IL1B IL1R1 IL1RAP IL9 LY75 LY86 LYZ MGLL NFATC4 NFKB1 NMI ORM1 PLA2G7 PTAFR PTGS2 PTX3 S100A12 S100A9 SAA1 TIRAP TLR1 TLR2 TLR3 TPST1 MODULE_77 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_77 N6AMT1 NDUFA1 NDUFA2 NDUFA3 NDUFA4 NDUFA5 NDUFA7 NDUFA9 NDUFAB1 NDUFB1 NDUFB10 NDUFB3 NDUFB5 NDUFB7 NDUFB8 NDUFC1 NDUFS2 NDUFS3 NDUFS4 NDUFS5 NDUFS6 NDUFS8 NDUFV1 NDUFV2 PRMT1 UQCRB UQCRC1 UQCRC2 MODULE_78 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_78 ALDH4A1 ALDH6A1 AMT ASPA ASS1 CAD FAH GAMT GATM GCH1 GCSH GOT1 GOT2 GSTZ1 HPD MTHFD1 OAT PAH PTS QDPR MODULE_79 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_79 A2M AIF1 APOL3 BBS2 C3AR1 CCL11 CCL14 CCL18 CCL2 CCL21 CCL5 CCN1 CCND2 CCR1 CCR2 CCR5 CD14 CD151 CD63 CDH13 CEBPD CPM CSF1R CTSB CTSL CXCL12 CXCL9 CXCR6 CYBB CYP1B1 CYP27A1 DAB2 DAPK1 DCTN3 DES DLC1 EARS2 FADS1 FAP FCER1G FCGR1A FCGR2A FN1 FPR1 FTH1 FTL GAS6 GATA6 GBP1 GBP2 GJB1 GNLY GPX1 GZMK HBA2 HLA-DOA IER3 IFI30 IFITM1 IFITM2 IFITM3 IL1R1 IL2RB IL32 ITGB2 ITGB5 KCTD12 LAG3 LGMN LMO2 LYZ MAPK12 MGLL MMP1 MMP2 MMP9 MYLK NXPH3 PCDH9 PDGFRA PDGFRB PLPP3 S100A4 SLC1A1 SPARC SRRM2 TBC1D8B THBS1 TIMP1 TIMP2 TIMP3 TNFAIP6 TNFSF13 TYROBP VCAM1 VIM VMP1 VWF ZNF347 MODULE_8 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_8 ABCC6 ABCD3 ABCF1 ACAT2 ACBD3 ACSL3 ACTN1 ACTR2 ADAM9 ADIPOR2 ADNP ADSL AGL AGT AHCY AHR AIMP2 AK2 ALB ALCAM ALDH1A1 ALDH4A1 ALG8 ALPL AMBP ANXA3 ANXA4 APEX1 APOA1 APOB APOC1 APOE APOH APRT AREG ARFIP2 ARL4A ARPC1A ARPP19 ASGR1 ASGR2 ASNS ATP13A3 ATP6V1D AURKB BAMBI BIRC2 BLOC1S1 BMI1 BOP1 BTBD3 BUB1B BYSL C5 CAD CALU CAV1 CBX1 CBX3 CCL20 CCN1 CCNA2 CCNB1 CCNB2 CCT6A CD151 CD24 CDC123 CDC20 CDC42EP1 CDH2 CDK1 CDK2 CDKN2A CDKN3 CDV3 CEBPG CENPF CHAF1A CHKA CKAP5 CKS2 CLN3 CLPP CNN3 COL5A2 COPB1 COPS2 COPS3 COPS5 COX11 COX7B CPD CRIM1 CSE1L CSRP2 CTCF CTSC CXADR CXCL1 CXCL8 CYB5A CYP1A1 DAP3 DBN1 DCAF11 DDT DDX17 DDX21 DDX39A DDX42 DECR1 DEFB1 DHX9 DNM2 DNMT1 DNPH1 DPM1 DSP DTYMK DUSP6 DYNLT3 E2F3 E2F5 EBP ECHS1 ECI1 EEF1E1 EHBP1 EIF3I EIF4EBP1 ELOVL2 ENPP2 EPCAM EPHA2 EPS8 ETFA ETFB F2 FADD FADS1 FAT1 FDPS FEN1 FGB FGFR3 FILIP1L FN1 FOXM1 FXYD2 GALNT1 GC GCH1 GCHFR GDF15 GET1 GGH GJA1 GJB1 GMFB GMPS GOT1 GPC3 GRSF1 GSPT1 GTF2A2 GTF2E2 GYG1 H2AC16 H4C3 HAT1 HDDC2 HMGA2 HMGCR HNRNPA0 HPN HPRT1 HSD17B10 HTATIP2 IARS2 ID2B IER3 IGF2 IGF2BP3 IL1RAP IL32 IL4R ILF3 IMMT IPO5 IPO7 IQGAP2 ITGA6 ITGB5 ITIH2 ITPA ITPR3 JUNB KIF21B KLF10 KRT18 KRT19 LAD1 LDLR LIF LMNB1 LMNB2 LPGAT1 LRPAP1 LRPPRC LSM1 LSM3 LSM7 LYRM1 MAD2L1 MAD2L1BP MAOB MAP2K3 MAP4K4 MAPK6 MAPRE1 MARF1 MBD4 MCM2 MCM3 MCM6 MCM7 MDK MEST METAP1 MFAP2 MMD MRPL12 MRPL3 MRPL40 MSH2 MSH6 MTHFS MYC MYL6B MYO1B NDUFA9 NDUFB7 NDUFS2 NDUFS6 NFE2L2 NHERF1 NHP2 NOLC1 NRIP1 NTS NUDT1 NUP153 NUP205 NUPR1 NUTF2 OCLN ORM2 PAH PAICS PAIP1 PARP2 PCLAF PCNA PDCD10 PDIA4 PDS5A PEG10 PEPD PES1 PHLDA2 PIGC PLCB1 PLIN2 PLK1 PLOD2 PNP POLD2 POLE3 POLR2K PON2 PRKDC PROM1 PRPSAP1 PSMA3 PSMA4 PSMB7 PSMC2 PSMC4 PSMC6 PSMD14 PSMD4 PSMD7 PSPH PSPHP1 PTP4A1 PTPN12 PTPRK PTS PTTG1 PUM3 RAB11A RAB5C RABGGTB RARRES2 RBBP4 RBBP7 RBCK1 RBP1 RBP4 RCC1 RCN1 RCN2 RFC4 RGS2 RHOD RIDA RND3 RO60 RPA1 RPA3 RRM1 RRP1B RRP7A SC5D SCP2 SDC1 SDHB SEC11A SEC13 SEC23A SEC24C SELENOP SEMA6C SERPINA1 SERPINA6 SERPINH1 SGCE SHMT2 SLBP SLC11A2 SLC1A5 SLC25A1 SLC29A1 SLC30A9 SLC39A6 SLC39A7 SLC43A1 SLC4A2 SLC7A5 SMARCA4 SNRPB2 SNRPC SNRPD3 SNRPF SNU13 SORD SOX4 SP3 SQLE SRP19 SRP54 SRPK1 SRSF2 SRSF7 SSBP1 SSR1 ST6GAL1 STAU1 STK17A STMN1 SUZ12 TARBP2 TBCE TDG TFAP4 TFDP1 TFRC TGFBI TJP2 TK1 TLE1 TLK1 TM4SF1 TM4SF4 TMED3 TMED5 TMEM106C TMEM97 TMX1 TNFAIP8 TOP2A TOR1AIP1 TPM1 TPX2 TRIP13 TRIP6 TSG101 TSPAN3 TTK TXNDC9 TYMS UBD UBE2C UBE2E1 UBE2M UBE2N UBXN1 UCK2 UGDH UMPS UNG VBP1 VIL1 VTN WEE1 WTAP YWHAE ZMPSTE24 ZWINT ZYX MODULE_80 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_80 BDKRB2 CD4 CD8A CD8B CYP1B1 DDR2 DOK1 EDN2 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB3 EPHB4 EPHB6 ERBB2 FLT1 INSR KDR KIT MUSK NRTN NTRK2 PAX6 PDGFRA PDGFRB POU4F2 PTPRG ROR1 TEK TSPAN2 MODULE_81 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_81 BZW1 EIF1 EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF4A1 EIF4A2 EIF4B EIF4EBP1 EIF4EBP2 EIF4G1 EIF4G2 EIF4H EIF5A EIF6 HSPB1 MODULE_82 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_82 CYB561D2 SUMO1 TSG101 UBA2 UBE2A UBE2B UBE2D1 UBE2D2 UBE2D3 UBE2E1 UBE2G1 UBE2H UBE2I UBE2K UBE2L6 UBE2M UBE2N UBE2S UBE2V1 UBE2V2 UBE3C UBE4A UBL4A UBR5 MODULE_83 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_83 ACAA1 ACADM ADIPOR2 ALDH9A1 ALDOA APRT ARHGDIA ARPC3 ATN1 ATP5IF1 ATP5MC2 ATP5ME ATP5MJ ATP5PO ATP6V0E1 B2M BBLN BCAP31 BLOC1S1 BTF3 BZW1 C1QBP CANX CAPNS1 CARD19 CARS1 CBX6 CCT3 CCT8 CD63 CDC123 CDC37 CDC40 CDIPT CHMP2A CIAO2A CNPY2 COX5B COX6A1 COX6B1 COX6C COX7A2 COX7B COX7C CTNNA1 DAD1 DAP DAP3 DDX3Y DNAJA1 DNPH1 DYNLL1 ECH1 ECI1 EEF1A1 EEF1A2 EEF1B2 EEF1D EEF1G EEF2 EIF1 EIF3C EIF3D EIF3E EIF3F EIF3G EIF3H EIF3I EIF3M EIF4A1 EIF4A3 EIF4B EIF4H EIF5A ELOB ELOC ERP29 EXOSC7 FAU FKBP2 FKBP4 GADD45G GLB1 GNAS GNG10 GRHPR GSN GTF2A2 HIGD2A HINT1 HLA-C HMGB1 HNRNPA1 HNRNPH1 HNRNPH2 HNRNPR HSBP1 HSPA8 HSPB1 IDH1 IER2 IMP3 IMPDH2 IPO7 KHDRBS1 KPNA2 KPNA4 KRT6A LBHD1 LDHA LDHB LSM5 MAGT1 MDH1 MOSPD1 MRPL21 MRPL30 MRPL33 MRPS18B MSI1 MTPN MYL12A MYL12B NACA NAP1L1 NCL NDUFA1 NDUFA13 NDUFAB1 NDUFAF7 NDUFB1 NDUFB7 NDUFS4 NDUFS5 NDUFV2 NME2 NME4 NPM1 NSA2 OAT P4HB PABPC1 PCBP1 PCBP2 PFDN5 PFN1 PHB2 PIH1D1 PKM PLA2G2A PLEKHF2 PNP POLR2G PPA1 PPIB PPP1CC PRDX1 PRDX5 PRDX6 PRELID1 PSMA1 PSMA2 PSMA3 PSMA4 PSMB1 PSMB3 PSMB4 PSMB5 PSMB7 PSMC2 PSMD1 PSMD10 PSMD6 PSMD8 PTMA RAB10 RAB11A RAB5C RACK1 RAMAC RAN RAP1B RBCK1 RBM3 RBM4 RBMS1 RETNLB RNASEH2C RPL10 RPL10A RPL11 RPL12 RPL13 RPL13A RPL14 RPL15 RPL17 RPL18 RPL18A RPL19 RPL21 RPL23 RPL23A RPL24 RPL26 RPL27 RPL27A RPL28 RPL29 RPL3 RPL31 RPL32 RPL34 RPL35 RPL35A RPL36A RPL36AL RPL37 RPL38 RPL39 RPL4 RPL5 RPL6 RPL7 RPL7A RPL8 RPL9 RPLP0 RPLP1 RPLP2 RPS10 RPS11 RPS12 RPS13 RPS15 RPS15A RPS16 RPS17 RPS18 RPS19 RPS2 RPS20 RPS21 RPS23 RPS24 RPS25 RPS27 RPS27A RPS27L RPS28 RPS29 RPS3 RPS3A RPS4X RPS4Y1 RPS5 RPS8 RPS9 RPSA RRAGA RRP9 RSL24D1 SATB1 SCAND1 SDHB SEC13 SEC61B SEMG2 SERP1 SMARCC1 SNRPB SNRPB2 SNRPD2 SNRPE SNRPF SNRPG SOD1 SPG21 SRP14 SRP19 SRP9 SRPRA SRSF11 SRSF2 SRSF6 SRSF7 SSB SSBP1 STAU1 STMN1 STRAP SUB1 TGIF1 TIMMDC1 TIPIN TMED2 TMEM147 TMEM59 TMSB4X TPT1 TRA2B TSPYL1 TUBA3C UBA52 UBL5 UQCR11 UQCRB UQCRC2 UQCRH UQCRQ UXT VDAC1 WDR83 XPO1 YBX1 YME1L1 YWHAG ZFAND6 ZNF525 ZNHIT1 MODULE_84 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_84 A2M ABCA1 ACD ACKR1 ACP5 ACR ACSL1 ACTA2 ACTN1 ADAM19 ADAMTSL4 ADH1B ADIRF ADM AEBP1 AIF1 ALOX5 ALOX5AP ALPL AMELX ANKFY1 ANPEP ANXA1 AOAH AP1M1 APOC1 APOC2 APOC4 APOD APOE AQP1 AQP9 ARHGAP15 ARHGDIB ARHGDIG ARHGEF6 ATOSB ATP2A3 ATP4A B2M BAIAP3 BASP1 BCL2A1 BCL6 BIRC3 BMP1 C1QB C1QC C1S C2 C3AR1 C7 CA4 CADPS2 CAPG CASP1 CAV1 CCDC9 CCHCR1 CCL11 CCL15 CCL18 CCL19 CCL2 CCL21 CCL3 CCL4 CCL5 CCL7 CCND1 CCND2 CCNF CCR1 CD14 CD163 CD2 CD209 CD22 CD247 CD27 CD300A CD302 CD37 CD3D CD4 CD48 CD52 CD53 CD5L CD6 CD69 CD72 CD74 CD79A CD86 CD8A CD8B CDH1 CDKN1A CEACAM3 CELF2 CEP135 CES1 CFD CFP CHI3L2 CHIT1 CHST15 CLDN5 CLDN9 CLEC2B CLEC3B CNTN6 COL1A2 COL4A1 COL6A1 COL6A2 COL6A3 COMP COPE CORO1A COX7A1 CPVL CRABP1 CREG1 CRIM1 CRYAB CSF1R CSF3R CST7 CSTA CTSC CTSS CX3CR1 CXCL1 CXCL12 CXCL16 CXCL8 CXCL9 CXCR4 CYBA CYBB CYP1B1 CYP27A1 CYSTM1 CYTH4 DAB2 DBP DDIT4 DDX3Y DEF6 DEFA3 DEFB104A DGKA DHRS2 DHRS3 DKK4 DNASE1L3 DNM2 DOCK2 DPYD DUSP6 DVL1 ECE2 EDA EMP3 ENG ENPP1 ENTPD2 EPB41L3 EVI2A EVI2B EXOSC2 F13A1 FABP4 FADS1 FAM53B FCER1G FCGR2A FCGR2B FCGR3A FCGRT FCN1 FERMT3 FGFR1 FGL2 FGR FKBP5 FN1 FOLR2 FOXG1 FPR1 FPR2 FST GAS1 GBP1 GBP2 GCH1 GFPT2 GIMAP4 GJB1 GLRX GMEB1 GMFG GNA15 GNLY GPNMB GPR65 GPSM3 GPX3 GRN GSTM1 GZMA GZMB GZMK H2BC12 HBA2 HCK HCLS1 HK3 HLA-A HLA-C HLA-DMA HLA-DPA1 HLA-DPB1 HLA-DQA1 HLA-DQB1 HLA-DRA HLA-DRB1 HLA-DRB3 HLA-DRB5 HSPA6 HSPG2 HTR4 ICAM1 ICAM3 ID2B IER3 IFI16 IFI27 IFI30 IFI35 IFI44 IFI44L IFIT1 IFNGR1 IGFBP2 IGFBP3 IGFBP4 IGFBP7 IGHG3 IGHM IGKC IGLJ3 IGSF6 IKBKG IKZF1 IL10RA IL1B IL1R1 IL1RAP IL1RN IL27RA IL2RB IL2RG IL32 IL3RA IL4R IL6 IL7R IRAG2 IRF1 IRF8 ISG15 ISG20 ITGA10 ITGA6 ITGAL ITGAM ITGB2 ITGB7 ITM2A ITPR1 ITPR3 JCHAIN JUNB KCNA5 KCND3 KCNQ3 KCTD17 KDM5D KIF21B KRT14 KRT15 KRT18 KRT19 KRT4 KRT5 KRT86 KYNU LAIR1 LAMA3 LAMP3 LAP3 LAPTM5 LCK LCP1 LCP2 LGALS3 LGALS9 LGMN LIF LILRA2 LILRA4 LILRB1 LILRB2 LILRB3 LIPA LMO2 LMO3 LMO4 LORICRIN LRCH4 LRIT1 LRRC32 LSP1 LST1 LTB LTBR LTC4S LTF LYN LYZ M6PR MAFB MAGI1 MAL MAN2B1 MARCO MARF1 MAT1A MB MDK MFAP2 MGLL MME MMP9 MNDA MPO MRC1 MS4A4A MS4A7 MSI1 MST1L MTUS1 MUC1 MX1 MX2 MYH11 MYL9 N4BP2L1 NAMPT NAPSA NCF1C NCF2 NCF4 NECTIN2 NGFR NHERF1 NINJ1 NKG7 NNAT NNMT NR0B2 NRG2 NRGN NUPR1 ODF1 OLAH OLFML2B OLR1 ORM2 PARP12 PARP14 PCOLCE PDE2A PDE4B PDGFRA PECAM1 PER1 PFKFB3 PI3 PIM2 PLA2G7 PLAAT4 PLAC8 PLAU PLBD1 PLEC PLEK PLEKHO1 PLEKHO2 PLIN2 PLSCR1 PNRC1 POMZP3 PPBP PPL PPP4R2 PRELID3A PRF1 PSD4 PSG7 PTGDS PTP4A3 PTPN7 PTPRC PTPRCAP PTPRE QPCT RAB31 RAB3IL1 RABL6 RAC2 RAMP2 RARRES2 RBM38 RBP1 RGL1 RGS1 RGS10 RHOH RNASE1 RNASE2 RNASE6 RUBCNL RUNX3 S100A11 S100A4 S100A8 S100A9 S100P S1PR4 SAMSN1 SASH3 SCN2B SDC1 SDS SECTM1 SELENOP SELL SELPLG SEMA4A SEMA4D SERPINA1 SERPINE1 SERPING1 SFTPC SIT1 SIX6 SLA SLAMF8 SLC15A2 SLC16A3 SLC22A18AS SLC25A39 SLC38A10 SLC40A1 SLC6A2 SLC7A11 SLC7A7 SLC7A8 SLCO2B1 SLPI SMTN SNCG SPIB SPP1 SPSB1 SRGN SRPX SRRM2 ST3GAL5 ST6GAL1 ST6GALNAC4 STAT1 STAT4 STK17B STMN1 STOM STX11 SYNE1 TACC2 TAGLN TAP1 TBC1D2B TBX1 TBXAS1 TCF7 TCL1A TDO2 TFF3 TGFBI TGFBR2 TGM2 THRA TIMP2 TLR1 TLR2 TNF TNFAIP2 TNFAIP3 TNFAIP6 TNFAIP8 TNFAIP8L2 TNFRSF10D TNFRSF13B TNFRSF1B TNFRSF25 TNFSF10 TNFSF12 TNXB TP63 TPO TRDD3 TRIB2 TRIM22 TRIM29 TRPV2 TSC22D3 TSPAN4 TSPAN7 TYMP TYROBP UBD UBE2D1 UBE2L6 UBXN1 VCAM1 VCAN VSIG4 VSIR VWF WNT10B ZBTB20 ZYX MODULE_85 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_85 ACVR2A AXL BMPR1B CSF2RA CSF2RB CSF3R DDR2 EFNA4 EFNB3 EPHA2 EPHA4 EPHA7 EPHB1 EPHB2 EPHB4 EPHB6 ERBB2 ERBB4 F3 FGFR1 FGFR2 FGFR3 FGFR4 IFNGR1 IL10RA IL13RA1 IL2RB IL2RG IL3RA IL4R IL6R IL7R KDR KIT LEPR MERTK MPL MST1R MUSK NRP1 PDGFRA PDGFRB PDGFRL PTK7 ROR1 ROR2 ROS1 RYK TEK TGFBR1 TIE1 MODULE_86 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_86 ARF1 ARF4 ARF5 ARF6 ARL1 ARL3 ARL4C CDC42 EIF2S3 EIF5 GBP1 GEM GNG10 GNL2 GSPT1 HRAS KRAS MX2 RAB10 RAB11A RAB1A RAB27A RAB29 RAB2A RAB31 RAB4B RAB5A RAB5C RAB8A RAC1 RALA RALB RAN RAP1A RAP1B RAP2A RHEB RHOH RHOQ RIT1 RRAGA RRAS TRIM23 MODULE_87 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_87 ARF1 ARF4 ARF5 ARL1 ARL2 ARL3 CDC42 EEF1A1 EEF2 EIF2B1 GEM GNA12 GNA13 GNAI3 GNAS GNG10 MTIF2 NRAS OPA1 PCK2 RAB11A RAB27A RAB2A RAB31 RAB33A RAB5A RAB5C RAB8A RALA RALB RAN RAP1A RAP1B RAP2A RHEB RHOH RIT1 RRAGA SCG5 SEPTIN6 SUCLG1 TRIM23 TUBA4A TUBB4B MODULE_88 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_88 AADAC AAK1 AANAT ABAT ABCA1 ABCA3 ABCC3 ABCC6 ABLIM1 ABLIM3 ACKR1 ACOX2 ACP5 ACR ACSL1 ACSL6 ACTN1 ADAM19 ADH1A ADH1B ADH1C ADIRF ADM ADRA2C AEBP1 AGR2 AGT AGXT AHSG AK4 AKR1C1 AKR1C3 AKR7A3 ALAS1 ALAS2 ALB ALDH1A1 ALDH1A3 ALDH1B1 ALDH1L1 ALDH3A2 ALDH4A1 ALDH7A1 ALDOB ALPL AMACR AMBP AMELX AMELY AMT AMY2B ANK3 ANPEP AOC1 APBB1 APCS APEX2 APLP1 APOA1 APOA4 APOB APOC1 APOC2 APOC4 APOD APOE APOH APOL1 APOM AQP1 AQP3 AQP5 AQP7 AQP8 AQP9 AR ARFGAP3 ARFIP2 ARG1 ARHGDIG ARL4A ASGR1 ASGR2 ASIP ATF5 ATOSB ATP11A ATP2A3 ATP4A ATP6V0A1 ATP9A AZGP1 BARX2 BBOX1 BCAM BCKDK BDH1 BLVRB BMP1 BMP10 BRD4 BSN C1QB C1S C2 C4BPA C4BPB C5 C6 C7 C8A C8B CA12 CA2 CA4 CADM1 CASP2 CAV1 CAV2 CBS CCHCR1 CCKAR CCL15 CCL2 CCL21 CCL7 CCN1 CCN5 CCND1 CCND2 CCNF CCR1 CD14 CD151 CD163 CD24 CD33 CD37 CD6 CD79A CDC20 CDC42EP1 CDH1 CDH16 CDH4 CDK18 CDK5R1 CDKN1A CDR2L CEACAM3 CEL CELA2B CEP135 CES1 CFAP410 CFB CFD CFH CFHR1 CFI CFP CHGA CHI3L2 CHRNB1 CHRNB4 CHST3 CITED2 CKS2 CLCNKA CLDN10 CLDN3 CLDN4 CLDN5 CLDN7 CLDN8 CLDN9 CLEC3B CNKSR1 COL18A1 COL1A1 COL1A2 COL2A1 COL3A1 COL4A1 COL5A2 COL6A1 COL6A2 COL6A3 COL7A1 COL9A1 CORO1A COX7A1 CP CPB2 CPE CPN2 CPS1 CRABP1 CREB3L1 CRIM1 CRLF1 CRYAA CRYAB CRYM CRYZ CSF3R CST1 CST7 CTSC CTSG CYB5A CYB5R1 CYP27A1 CYP2A7 CYP2B6 CYP2C19 CYP2C8 CYP2E1 CYP2F1 CYP2J2 CYP3A7 CYP4A11 CYP4B1 CYP4F12 DAO DBP DDC DDIT4 DDT DEFA3 DEFB1 DEPP1 DHRS1 DHRS2 DHRS3 DIO1 DKK4 DLC1 DLEC1 DLK1 DMBT1 DNAH3 DNAJB2 DNASE1 DNASE1L3 DNM2 DPH2 DPP4 DPYSL4 DRD2 DRD3 DSP DTNB DTX4 DUSP6 DVL1 ECE2 ECHS1 ECI1 ECM1 ECM2 EDA EFNA1 EFNA2 EFS EGFR EGR1 EIF4EBP1 ELAC2 ELAVL2 ELN EMP3 ENG ENPEP ENPP1 ENPP2 ENTPD2 EPAS1 EPB41L3 EPCAM EPHA2 EPHX1 EPHX2 EPOR ERBB3 ESR1 ETFB ETS2 ETV3 EXD2 F10 F12 F2 FABP1 FADS1 FADS2 FAM107A FAT1 FAT2 FBLN2 FBN2 FBP1 FBXL7 FCER1G FCGBP FCGRT FCN2 FETUB FEV FGA FGB FGFR1 FGFR2 FGFR3 FGFR4 FGL1 FKBP1B FLT1 FMO3 FMO4 FMO5 FN1 FOLR1 FOS FOXO4 FPR2 FST FSTL3 FURIN FXYD1 FXYD2 FZR1 G0S2 GADD45G GAGE12F GALNS GALR3 GAS1 GAS8 GATA1 GATA2 GATM GC GCG GCH1 GCHFR GDF15 GFPT2 GJB1 GLRB GLRX GLYAT GMPR GNE GNG12 GNG7 GNMT GOT1 GPA33 GPC3 GPNMB GPR17 GPR3 GPRC5B GPSM3 GPT GPX2 GPX3 GREM1 GRIK5 GRK1 GRM2 GRN GSTA2 GSTM1 GSTM5 GSTT1 GTSE1 GYPB H2BC12 H2BC21 H3C6 H4C3 HAAO HAP1 HBD HBEGF HBZ HCN3 HGD HLA-DMA HLA-DQB1 HMGCS2 HMOX1 HMOX2 HNF1B HOMER2 HOXB1 HOXB2 HP HPD HPGD HPN HPR HRG HSD11B1 HSD11B2 HSD17B1 HSD17B6 HSPA2 HSPA6 HSPBP1 HSPG2 HTR4 HYAL1 HYI ID2B IER3 IFI27 IFIT1 IGF1 IGF2 IGFBP1 IGFBP2 IGFBP3 IGFBP4 IGFBP6 IGHG3 IGHM IGSF1 IHH IKBKG IL1R1 IL1RN IL2RG IL32 IL4R IL7R INHBC INSIG1 IQGAP2 ISG15 ITGA10 ITGA2B ITGA3 ITGA5 ITGA6 ITGA7 ITGB5 ITIH1 ITIH2 ITIH3 ITIH4 ITM2A IVD IVL JAK3 JUNB KCNA5 KCND3 KCNMB1 KCNN4 KCNQ1 KCNQ3 KCTD17 KIAA0586 KIF21B KLHDC3 KLK11 KNG1 KRT14 KRT18 KRT19 KRT31 KRT4 KRT5 KRT7 KRT86 L1CAM LAIR1 LAMB2 LAPTM5 LBP LCAT LCE2B LCN2 LDLR LDOC1 LECT2 LEFTY1 LGALS4 LGMN LGR5 LIF LMO2 LPCAT1 LPL LRCH4 LRIT1 LRP3 LRRC32 LSP1 LST1 LTBR LTC4S LTF LY6D LY6G6C LYPD3 MAGI1 MAL MAOA MAOB MARF1 MAT1A MDK MEF2C MFAP2 MGLL MME MMP2 MPO MPPED1 MSLN MSMB MSMO1 MST1 MT1G MTHFR MUC1 MUC5B MYH11 MYH2 MYL9 MYLK MYOG MYRF N4BP2L1 NAAA NAT8 NCALD NCF1C NEBL NECAB3 NECTIN2 NEURL1 NFIL3 NFKBIB NFKBIL1 NGFR NHERF1 NME3 NNAT NNMT NQO1 NR0B2 NR2E3 NR4A1 NRG2 NRGN NRTN NTNG1 NUPR1 OCLN ODF1 ORM2 P4HA1 PAEP PAH PALM PAX4 PAX6 PAX7 PCBD1 PCK1 PCK2 PCLAF PCOLCE PDE2A PDE4C PDGFRA PDZK1IP1 PEG10 PEG3 PEPD PER1 PFKFB2 PFKFB3 PGAM2 PGC PHLDA1 PHLDA2 PHYH PHYHIP PIGO PIM2 PIP PLA2G2A PLAAT3 PLAT PLAU PLCB2 PLCH2 PLEC PLEKHO2 PLG PLIN2 PLK3 PLPP2 PNOC PNRC1 PON3 PPBP PPL PPP4R2 PRB4 PRELID3A PRF1 PRG2 PROC PROM1 PRR4 PRSS16 PRSS2 PRSS3 PRSS8 PSD PSD4 PSG7 PTGIS PTH1R PTN PTP4A3 PTPRCAP PTPRN PTPRN2 PTPRO PTTG1 QDPR QPCT RAB31 RAC2 RAC3 RAMP1 RAMP2 RARRES2 RBM38 RBMS3 RBMXL2 RBP1 RBP4 RCVRN RECQL5 REG1A REG1B REN RGN RGS10 RHBDL1 RHOB RHOD RIBC2 RIMS2 RNASE1 RNASE2 RNASE3 RNASE4 RND1 RNF167 RRP9 S100A11 S100A4 S100A8 S100A9 S1PR4 SBNO2 SCAMP5 SCG5 SCNN1A SCNN1B SCO2 SCP2 SDC1 SDS SELE SELENOP SEMA6C SERPINA1 SERPINA3 SERPINA4 SERPINA5 SERPINA6 SERPINC1 SERPIND1 SERPINE1 SERPINF2 SEZ6L SFRP1 SFTPC SGCE SHBG SHMT1 SIX6 SLC10A1 SLC16A4 SLC17A3 SLC17A7 SLC1A6 SLC22A1 SLC22A18AS SLC22A6 SLC29A2 SLC2A3 SLC37A4 SLC38A10 SLC43A1 SLC4A1 SLC4A4 SLC6A11 SLC6A2 SLC7A11 SLC7A4 SLC7A7 SLC7A8 SLCO2B1 SLPI SMAGP SMARCD3 SMOX SMTN SNAP25 SNCG SOD3 SORBS2 SORD SOX10 SOX9 SPINK1 SPP1 SPP2 SRGN SRPK3 SRPX SRRM2 SST SSTR2 ST6GAL1 ST6GALNAC4 STAB1 STARD5 STK39 STOML1 STX1A SV2A SYNGR4 SYNPO2L TACC2 TACSTD2 TBC1D2B TBCD TBR1 TBX1 TBX5 TBXT TCF7 TCL1A TCN2 TDO2 TFAP2A TFAP2B TFF3 TFR2 TGFBI TGM2 TGM4 THRA TIMM17B TIMP3 TLE2 TM4SF1 TM4SF4 TM4SF5 TM7SF2 TMEM97 TMSB4Y TNFRSF10B TNFRSF10C TNFRSF13B TNFRSF14 TNFRSF1B TNFRSF6B TNFSF10 TNNT3 TNXB TPM2 TRAPPC6A TRIB1 TRIM15 TRIM16 TRIM29 TRPC4AP TRPM2 TSPAN1 TSPAN7 TSPAN8 TULP1 TYR UBE2C UBE2L6 UBL3 UBXN1 UCN UGDH UGT2B15 UGT2B7 UMOD UNC13B VEGFA VGF VSIG4 VTN VWF WDR7 WFDC2 WNT10B WWC1 XDH XK XPNPEP2 YPEL1 ZBED4 ZBTB20 ZIC2 ZKSCAN3 ZYX MODULE_89 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_89 CENPA H1-0 H1-2 H1-6 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 RBMXL2 MODULE_9 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_9 ACTN1 ADORA1 AHSG AK1 AKT1 ANKRD26 AQP2 ARHGAP45 ARSB ASAP3 BCAP29 BCAS1 CA4 CCHCR1 CD99L2 CDC14A CDX1 CECR2 CELA3A CNBD2 CYP2A7P1 DDA1 DDX39B DENND3 DHRS3 DMWD DNAJC10 DNAJC28 EDN2 EGF EIF4EBP1 ENTREP1 ETAA1 FAM234B FBXL5 FEZ2 FSTL4 GINS3 GIT2 GLT8D2 GPC5 GRB2 GSN H4C3 HAS2 HOOK1 HRAS HSPA8 HSPB2 HTR2B ICMT ID2B IL33 IRF4 KCNA4 KCNJ4 KIF3B LGMN LRRC37A MAP1A MAPK9 METTL16 MRPS31 N6AMT1 NAT8 NCF2 NFATC4 NOTCH1 NRP1 NTRK3 OPHN1 ORC6 PABPC3 PER1 PLA2G12B PLCD1 PLXDC2 POPDC2 PRRG3 PSCA RBM17 RBMS1 RFX7 RHOT1 ROBO1 SCAPER SCARA3 SFTPD SLC16A4 SNX8 SOX1 STAR STK25 SYN1 SYNGAP1 TBL3 TBX5 TCL6 TERT TEX14 TFPI TINCR TIRAP TMA7 TMEM231 TMEM30A TMEM40 TNNT1 TOX4 TRAPPC6A TSPAN8 TTI1 TXNDC12 VAMP5 VIL1 VPS45 VWF ZNF175 ZNF195 ZNF211 ZNF214 ZNF408 ZNF624 ZNF79 ZYG11B MODULE_90 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_90 CENPA CHAF1A CHAF1B H1-0 H1-1 H1-2 H1-6 H2AC18 H2AC6 H2AC8 H2AX H2AZ1 H2BC11 H2BC12 H2BC13 H2BC21 NAP1L3 MODULE_91 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_91 H2AZ1 PSMA1 PSMA2 PSMA3 PSMA4 PSMA5 PSMA6 PSMA7 PSMB1 PSMB2 PSMB3 PSMB4 PSMB5 PSMB6 PSMB7 PSMC1 PSMC2 PSMC4 PSMC5 PSMC6 PSMD1 PSMD10 PSMD11 PSMD12 PSMD13 PSMD14 PSMD2 PSMD3 PSMD4 PSMD6 PSMD7 PSMD8 PSMD9 PSME1 PSME2 UBE2D2 UBE2D3 MODULE_92 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_92 ACSL1 ADM ADORA1 ADORA2A ADRA1D ADRA2B AGT AKR1C2 AMY2B AR AREG ARL4D ASIP BAIAP3 BMP2 BST2 C1QA CALCA CARTPT CCL11 CCL13 CCL15 CCL17 CCL18 CCL2 CCL20 CCL21 CCL22 CCL23 CCL3 CCL4 CCL7 CCL8 CCN5 CCR1 CCR5 CEACAM6 CGA CGB3 CHRNB1 CHRNB4 CHRNE CRB1 CSF3 CTSE CX3CL1 CXCL10 CXCL12 CXCL13 CXCL14 CXCL5 CXCL6 CXCL8 CXCL9 DLGAP1 EDN1 EDN2 EDN3 EFNA1 EFNB2 EFNB3 ENPEP EREG FABP1 FABP2 FASLG FAT1 FGF11 FGF4 FGF7 FGF9 FGFBP1 FURIN GJA1 GJB1 GJB2 GLUL GRAP2 GRB10 GRN IL11 IL15 IL18 IL1A IL1B IL3 IL6 IL9 INHBA INSL4 ISG15 LALBA LHB LIF LILRB2 LTB LTBP2 MDK MERTK NAMPT NCAM1 NEO1 NGF NMU NOS1 NPY NQO1 NRG2 NRP1 OSM PCDH1 PCSK1 PDGFA PENK PGC PPY PRSS2 PTGIR S100A6 S100A9 SCG2 SCTR SEMA3B SLC6A4 SNAP25 SNPH SST STATH STC1 STC2 STX1A TEK TFAP2C TFF1 TFF2 TFF3 TGFA TGFB3 TNFSF10 TNFSF9 TRH TSHB VIP VIPR1 WNT3A WNT4 WNT5A XCL1 ZYX MODULE_93 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_93 ABLIM1 ACADL ACADM ACADSB ACADVL ACOX1 ACOX2 ADH1A ADH1C ADH4 ADH7 AKR1A1 AKR1B1 AKR1C1 AKR1C2 AKR1C3 AKR7A2 AKR7A3 ALB ALDH1A1 ALDH1A3 ALDH1L1 ALDH3A1 ALDH3A2 ALDH3B1 ALDH4A1 ALDH5A1 ALDH6A1 ALDH7A1 ALDH9A1 ALOX15 ALOX15B ALOX5 AOC1 AOC3 AOX1 BBOX1 BCKDHA BCKDHB BLVRB CAT CBR1 CDO1 CH25H COMT COX5B COX6A1 COX6B1 COX6C COX7A1 COX7A2 COX7B COX7C CP CRYZ CYB5R3 CYBA CYC1 CYCS CYP11B2 CYP1A1 CYP1B1 CYP26A1 CYP27A1 CYP2B6 CYP2C19 CYP2C8 CYP2J2 CYP3A4 CYP3A5 CYP3A7 CYP4A11 CYP4B1 DAO DECR1 DHCR24 DHRS2 DHRS3 DIO1 DPYD EHHADH ERP29 ETFA ETFB FADS1 FADS2 FASN FMO3 FMO4 FMO5 GC GLRX GLUD1 GPX1 GPX2 GPX3 GPX4 GSTO1 GSTZ1 HAAO HADHA HADHB HMOX2 HNMT HPD HPGD HSD11B1 HSD17B10 HSD17B4 HSD17B6 HSD17B7 IDH1 IDH2 IDH3B IMPDH2 IVD LDHA MAOA MAOB MB MDH1 MGST3 MPO MSMO1 MTHFD1 NCF1C NCF2 NDUFA1 NDUFA2 NDUFA4 NDUFAB1 NDUFB1 NDUFB3 NDUFB7 NDUFB8 NDUFS2 NDUFS3 NDUFS4 NDUFS6 NDUFS8 NDUFV1 NDUFV2 NQO1 NQO2 P4HB PAH PAM PBLD PDIA3 PDIA4 PHYH PLOD1 PLOD3 PRDX1 PRDX4 PRDX6 PTGIS PYCR1 QDPR QSOX1 SC5D SDHC SDHD SELENOW SIVA1 SOD1 SORD SPR SRD5A2 TBXAS1 TDO2 TP53I3 TTR TXN2 TXNDC12 UGDH UQCR11 UQCRB UQCRC1 UQCRC2 UQCRFS1 XDH MODULE_94 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_94 ABCA3 ABCC4 ABCF3 ABHD2 ACACB ACP5 ACSL4 ACVR2A ACY1 ADARB1 ADH1A ADM ADRA1D AGA AGAP1 AGXT AKAP7 ALDH3B2 ALOX15 ALPI AMELY AMPH ANAPC15 AOAH AOC1 AP3S2 APBA1 APBB1 APLP1 APOL1 AQP4 AQP8 AQP9 ARHGAP32 ARHGAP8 ARHGEF11 ARHGEF5 ARL4C ARMCX2 ARNT2 ASPH ATF3 ATP2B4 ATP7B B3GALT4 B4GAT1 BCAS1 BCL2A1 BIK BTNL3 C1R C4BPB C6 CABP1 CACNG3 CAPN3 CARD8 CAV1 CCK CCL17 CCL21 CCN3 CCNE1 CD1C CD48 CDC42EP2 CDH22 CDH5 CDKN1B CDON CDT1 CDX1 CELF2 CGB3 CH25H CHGA CHI3L1 CHL1 CHN2 CHPF CHRNB3 CILP CLEC10A CNTNAP2 COL2A1 COL5A2 COL7A1 COL9A2 CPLX2 CR2 CRELD1 CSTF2 CTSE CTSO CXCL10 CXCL13 CYP2C19 CYP2J2 DAPK1 DDT DDX42 DEFA5 DHODH DIO2 DLC1 DLK1 DRD4 DUSP2 DUSP4 DYNC2LI1 ECD EDA EFEMP2 EFNA4 EGR2 EGR3 ELAC2 ELL2 ELN EML2 ENPP2 ENTPD3 EPHB1 EPHB2 EPHX2 EPS8 EVI2A EXPH5 F12 F2RL1 FABP4 FARP2 FGF9 FGFBP1 FKBP6 FUT6 FYB1 GABRG2 GAGE12F GAGE12G GALNT10 GAP43 GART GATM GCGR GCLM GDPD5 GLI1 GLRA1 GNG12 GNL1 GPKOW GPR183 GPR20 GPRC5B GREB1 GRIK1 GRIK2 GRIN1 GSTZ1 GUCA2B H2BC11 HBB HBZ HES1 HLA-DOA HMGB3 HMOX1 HNF1B HOPX HOXB13 HOXB7 HRC HSD11B1 HSPBP1 HYAL1 ICA1 ICAM3 IER3 IGF1 IGFBP3 IGSF6 IL15RA IL1R1 IL27RA IL3 INPP4A INSM1 IRF8 ITGA2 ITGB4 ITGB7 ITPKA JUN KCNC3 KCNJ10 KCNQ1 KCNQ3 KDELR3 KEAP1 KIAA0040 KIT KLHDC3 KLHL25 KLRC2 KLRC3 KRT14 KRT18 KRTAP5-9 KYAT1 LAMB3 LDAF1 LHB LHX2 LILRA4 LY6H MAMLD1 MAOB MAP2K5 MAP3K13 ME1 MFGE8 MIR9-1HG MMP10 MOK MT1L MTMR11 MXD4 MYL4 MYOG MYOM1 NDN NELL1 NET1 NFKBIB NKX2-8 NKX3-1 NPAS1 NR2E3 NR2F6 NR4A2 NUP58 OLFM4 OPRK1 OVOL2 PACSIN2 PARD6A PCBP4 PCDH1 PCDHA9 PCP4 PCYT2 PDCD1 PDGFRA PDLIM4 PDLIM7 PEMT PEX14 PEX5 PFKL PITX1 PLA2G7 PLCH2 PLEKHA6 PLS1 PMEL PMVK PNOC POLR1C PPFIBP1 PPP2R3A PRKCQ PRLR PROCR PRSS2 PSEN2 PSMD13 PSMG1 PTH2R PTPN13 PTPRE PTPRO PUM3 QPRT RAB11B RAB40B RAB4B RAI14 RAPSN RASGRP1 RASL10A RBFOX2 RBMS3 RCC1 RECQL4 REG1B RFX2 RGS2 RIMS3 RNASE2 RND1 RNF40 ROR1 ROS1 RRH RRP9 RUNX1 RUNX1T1 RXRG RYR1 S100A1 SARDH SBNO2 SCG2 SCGB1A1 SCO2 SDS SELE SELENOP SELP SEPTIN5 SERPINI1 SETD2 SETD4 SH2B2 SH2D2A SIX6 SKAP1 SLC11A2 SLC22A18AS SLC25A16 SLC27A2 SLC49A3 SMARCD3 SNCB SOCS2 SPINK1 SPOCK1 SPRR1B STAT2 STEAP1 STMN2 SYMPK TARBP2 TBX5 TCN1 TEAD4 TEP1 TFF1 TFF3 TGFBR3 THBS4 TIMM17B TLE4 TNNT3 TOM1L1 TP53TG1 TPST1 TRH TRPC4AP TRPM2 TTLL1 TYRO3 TYRP1 UMOD URB2 VAV2 VDR VLDLR WFDC2 ZNF24 ZNF324 ZNF516 ZNF646 MODULE_95 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_95 ACBD6 ACE2 ACTN1 ACYP2 ADAM6 ADAMTS10 ADAMTS12 ADAMTS5 ADAMTS7 ADAMTSL1 ADARB2 ADAT3 ADORA1 ADPRHL1 AHSG AJAP1 AK1 AKAP4 AKR7A3 AKT1 ALKBH3 ANKRD26 ANKRD27 ANKZF1 ANO10 ANO3 APOBEC1 AQP2 ARHGAP45 ARHGEF25 ARMCX5 ARSB ART3 ASAP3 ASB12 ATP10D ATP2B3 AVIL BAAT BBOX1 BCAP29 BCAS1 BCAS4 BEND5 BEST3 BHMT BICD1 BLOC1S6 BMPR1B BORCS6 BORCS8-MEF2B BPESC1 BPIFA1 BSCL2 BSN BTBD8 BTC C21orf62 C22orf31 C2CD3 C4orf17 C8orf34 CA4 CABP5 CACNB4 CACNG4 CAPNS2 CAPZA2 CASR CCDC65 CCHCR1 CCL26 CCS CD5L CD72 CD99L2 CDC14A CDH10 CDKN2B CDO1 CDX1 CECR2 CELA2A CELA3A CELSR3 CFAP61 CHFR CHL1 CIRBP CLDN14 CLEC3A CNBD2 CNDP1 COBL COL20A1 COL4A4 CPA1 CPA6 CPED1 CPNE1 CRB1 CREB3L1 CRYGA CSMD3 CTPS2 CYP2E1 CYP39A1 DAO DDA1 DDIT4 DDN DDX39B DENND3 DGCR5 DGKI DHRS3 DIS3 DLGAP2 DLX3 DMWD DMXL2 DNAJC10 DNAJC22 DNAJC28 DNAJC30 DNMT3B DOCK1 DOP1B DPF3 DPM3 DRC7 DSCAM DSG1 DSG2 DYDC2 DYNC2I1 EDN2 EEF1G EFCC1 EGF EGR1 EIF3H EIF4EBP1 ELAPOR1 EMP2 EMSY ENTREP1 EPB41L4A EPS8L3 ERMN ERO1B ESPL1 ETAA1 EYA1 FAHD1 FAM135B FAM199X FAM234B FAM83D FASTKD1 FBXL5 FBXO5 FCMR FDX2 FETUB FEZ2 FGF5 FKTN FLNC FMNL1 FMO4 FOXF2 FOXJ1 FPR2 FSTL4 FXYD2 GABRA2 GABRA6 GALNT13 GALNT15 GCM2 GIMAP5 GIT2 GLT8D2 GNGT2 GPC4 GPC5 GPN2 GPR182 GPR35 GPRC5C GRB14 GRB2 GRIK2 GRIP2 GRP GSN GTF3C1 GTF3C4 GYPB H1-2 H2AC8 H4C3 HAS2 HCG4 HCRTR1 HCRTR2 HDAC9 HIC2 HIF3A HMBS HMGA1 HOOK1 HOXB13 HOXB8 HPCAL1 HRAS HSPB2 HTR2B HTRA2 IBSP ICMT ICOS ID2B IFFO1 IFT140 IFTAP IL17B IL1A IL33 INMT INPP1 INVS IRF4 ITIH5 ITLN2 KCNA4 KCNB1 KCNH3 KCNJ11 KCNJ4 KCNMB3 KCNS2 KCNV1 KIAA0319 KIF3B KLHL25 KLHL3 KLHL32 KLK11 KLK4 KLRG1 KMT5C KRT10 LAMTOR5 LILRA1 LINC00839 LINC01549 LRRC37A LRRC8D LUM LY6G6C MAP1A MAPK15 MAPK9 MAPRE1 MCF2L MCOLN3 MCPH1 MED15 MEGF11 METTL16 MKI67 MPP4 MRGBP MRPL50 MRPS31 MS4A5 MUCL1 MXRA8 MYBPH MYCN MYL2 MYO15A MYO15B MYO16 MYO3A MYT1L N6AMT1 NALCN NAT8 NCF1C NCF2 NDC80 NDUFA2 NECTIN2 NFATC2IP NFATC4 NLRP12 NLRX1 NOS2 NOTCH1 NOX4 NPC1L1 NPVF NRP1 NRXN1 NTRK2 NTRK3 NUSAP1 NXPE4 NXPH4 NXT2 OAS3 OPHN1 OR2I1P OR51E2 ORC6 OSTC OTOF OTX2 P2RX3 P2RX7 P2RY1 P2RY6 PABPC3 PALLD PAX2 PBK PCA3 PCDHB15 PCDHGB6 PCNP PDE5A PELI2 PER1 PERP PEX11B PFAS PGAP3 PGLYRP4 PGS1 PHKG1 PHYHIP PIMREG PLA2G12B PLA2R1 PLAAT5 PLCD1 PLPPR4 PLXDC2 PLXNA1 POF1B POLE2 POLR3B POPDC2 PPAT PPDPF PPFIA2 PPP1R13B PRDM10 PRKACB PRKAG3 PRR5L PRRG3 PRSS3 PSCA PSD2 PSG6 PTPRR PURG R3HDM2 RAB27A RAB3C RAB7B RAD21 RAD51AP1 RANBP3 RASL12 RBM15 RBM17 RBM23 RBM42 RBMS1 REG1B REM2 RETREG2 RFX7 RGS14 RGS16 RGS8 RHO RHOT1 RIPK4 RIPPLY1 ROBO4 RP2 RPS2 RTTN S1PR5 SAG SAGE1 SAMHD1 SANBR SAYSD1 SCAPER SCGB3A2 SEMA6B SEMA6C SEMG1 SERGEF SERPINB5 SERPINE1 SEZ6L2 SFTPD SGSH SH3RF1 SH3TC1 SHISA3 SIAH1 SIPA1L2 SKAP2 SLC15A2 SLC22A2 SLC22A8 SLC25A28 SLC26A3 SLC2A9 SLC35A5 SLC39A7 SLC52A1 SLC66A1L SLC6A16 SLC7A10 SLC7A9 SLCO1A2 SLITRK5 SLURP1 SMPD2 SNURF SNX10 SNX8 SOHLH2 SOX1 SPACA9 SPDEF SPINK1 SPO11 SPP2 SPRTN SPZ1 SRP54 SRPK3 SRXN1 ST6GALNAC1 STAR STC2 STK25 STK32B STK38L STRA6 STX11 STX1B STXBP1 STYXL2 SUSD4 SYN1 SYNGAP1 SYNPO2L SYT4 TAF4B TAFA5 TBC1D8B TBL3 TBX5 TBXT TCIM TCL6 TCTN1 TDRD7 TDRKH TENT5B TERT TEX14 TGM3 TGM4 TGM7 THAP10 THSD7A TINCR TIRAP TLL2 TLR7 TLX1 TLX2 TMA7 TMC5 TMCC3 TMED5 TMEM106C TMEM200A TMEM231 TMEM30A TMEM40 TMEM45A TNNT1 TOMM22 TOP6BL TOR2A TOX2 TOX4 TP53 TPK1 TRAPPC6A TRPA1 TSHB TSPAN8 TTC22 TTI1 TTN TULP1 TXNDC12 TXNDC5 TXNIP TYMP UBE2C UBE2E1 UPB1 UPF3B URB1-AS1 USP6 UST VAMP5 VAMP8 VIL1 VPS45 VWA1 VWF WDR46 WDR75 WNT10B WNT4 XKR4 XPNPEP2 ZBTB25 ZCCHC4 ZDBF2 ZNF175 ZNF195 ZNF211 ZNF214 ZNF333 ZNF343 ZNF365 ZNF408 ZNF462 ZNF649 ZNF777 ZNF79 ZNF821 MODULE_96 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_96 ADGRL2 APCS ASGR1 ASGR2 CD22 CD69 CD72 CHIT1 CLC CLEC10A CLEC2B CLEC3A CLEC3B FCER2 FCN1 FCN2 FCN3 GCKR GFPT2 KLRC3 KLRK1 LGALS1 LGALS2 LGALS3 LGALS4 LGALS9 MRC1 NCAN OLR1 PRG2 REG1B SELL SELP SFTPA1 SFTPD SIGLEC5 THBD MODULE_97 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_97 A1CF AEN AGO2 AKR1D1 ALCAM ANKRD20A1 APOA2 ARL8B BET1L BNIP3 BRAF C1orf159 C2CD5 CD164 CREBZF CRIP2 CRKL DBF4 DCLRE1C DDX49 DHX15 DMD DNA2 DNAJA3 DNAJC5B EAF1 EIF2AK3 FEM1A FYTTD1 G3BP2 GLCCI1 GTPBP1 HLA-DRB3 HOXA7 INTS7 KBTBD8 KLF10 KLHL15 KLRA1P LBR LIPA MDM2 MED14 MIOS MUS81 NCOR1 NFATC1 NFYA NMD3 NOX4 NRAS NSUN2 NUP205 OPA1 PARP16 PELI1 PIBF1 PIP5K1A PKD1 PMAIP1 PPP4R3B PPTC7 PRKCI PTGDR2 PTPN11 PUM2 PURA RAB8B RBBP6 RLF RNGTT SBNO1 SCYL2 SEC16A SEC24C SGCD SH3BGRL SH3TC1 SLC25A22 SMC5 SNRNP200 SP1 STARD4 STK10 STK4 SUDS3 TACC1 TAF1D TAGAP THOC7 TUG1 UBR7 USP25 VPS35L WDR75 WNK1 WSB1 ZHX2 MODULE_98 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_98 ACTL6A ACTR1A ACTR1B ADAR ADNP2 AGFG1 AKT1 ANP32A AP3M2 APEX1 APLP2 ARF5 ARID3A ASAP2 ATF2 ATF4 ATN1 BARD1 BCL9 BLM BLMH BMI1 BRD2 BUB1 BUD23 CALU CBFB CBX1 CBX4 CBX5 CCNA1 CCNA2 CCNB1 CCNB2 CCND2 CCND3 CCNE1 CCNE2 CCNO CCNT1 CDC25C CDC45 CDC5L CDC7 CDK1 CDK2 CDK7 CDKN1A CDKN2A CDKN2C CEBPG CEBPZ CENPA CENPC CENPE CENPF CHAF1A CHAF1B CHD4 CHEK1 CIAO1 CITED2 CLK2 CMPK1 COIL COPS2 COPS8 CPSF6 CSE1L CSNK2A1 CSRP2 CSTF2 CSTF3 CTCF DCK DDX17 DDX23 DDX5 DEK DGKI DHX9 DLX5 DNMT1 DR1 DRD2 DSP DUSP5 DYRK1A E2F1 E2F3 EGR1 EGR2 ELF4 EMG1 ERCC3 ERCC8 ESPL1 ETV1 EWSR1 EZH2 FANCG FBL FEN1 FKBP5 FOS FOSL1 FOXD1 FOXD2 FOXG1 FOXM1 FUS FXR2 GADD45A GFI1 GLI3 GNL2 GTF2A2 GTF2B GTF2E1 GTF2F2 GTF2H1 GTF2I GTF3C2 H1-10 H1-2 H2AC18 H2AX H2AZ1 H2BC12 H2BC21 HAT1 HDAC1 HDAC2 HIF1A HLTF HMGB1 HMGB2 HMGN1 HMGN4 HNRNPA0 HNRNPA2B1 HNRNPA3P1 HNRNPC HNRNPF HNRNPH2 HNRNPR HOXA13 HR HSF1 HSF2 ILF2 ILF3 INSM1 IPO7 JUN JUNB KATNB1 KHDRBS3 KHSRP KIF22 KIF23 KIF2C KLF6 KMT2A KMT2D KNTC1 KPNA1 KPNB1 KRT17 KRT19 KRT6B LHX2 LIG1 LIG4 LMNB1 LMO2 LRP8 LSM1 MAD2L1 MAFG MAP2 MAP7 MAPK14 MAPKAPK3 MAZ MBD4 MCM3 MCM6 MEIS1 MLF1 MLH1 MLLT3 MNDA MPHOSPH6 MSH2 MSX1 MTA1 MYBL2 MYC MYCN MYO18A MYT1 NAP1L1 NAP1L4 NASP NCAPD2 NCBP2 NDC80 NEK2 NEK4 NELFE NFATC4 NFYA NME1 NME2 NOVA1 NPAS1 NR2F2 NRF1 NUDT21 NUP107 NUP153 NUP42 NUP88 NUTF2 ORC1 ORC5 PAX6 PCBP1 PCBP4 PCNA PER1 PHLDA1 PIN1 PIR PLK1 PMS1 PNN POLA1 POLD1 POLD2 POLE POLE2 POLR2D POLR2F POLR2J POLR2K POP7 POU4F1 PPM1D PPP1R8 PPP2R5D PPP4C PRIM1 PRIM2 PRKDC PRPF4B PRPF8 PRRX2 PSMA2 PSMA4 PSMA5 PSMA7 PSMB5 PSMB7 PSMC4 PSMC6 PSMD10 PSMD12 PSMD2 PSMD8 PTMA PTTG1 PTTG1IP RAD21 RAD23A RAD51 RAD51C RAD51D RAD54L RAN RBBP4 RBBP7 RBBP8 RCAN1 RCC1 RECQL4 RFC1 RFC2 RFC3 RFC4 RFC5 RFX5 RNF144A RNF4 RNMT RPA1 RPA2 RPA3 RUNX3 SAFB SAP30 SATB1 SCAND1 SEC23B SETDB1 SFPQ SLBP SLU7 SMAD1 SMAD5 SMARCC1 SMC2 SNRPA SNRPA1 SNRPB2 SNRPC SNRPD1 SNRPE SNRPG SNW1 SON SOX4 SOX9 SPDEF SRPK2 SRSF1 SRSF10 SRSF11 SRSF2 SRSF3 SRSF6 SRSF7 SSB SSRP1 STAMBP STAT1 STK38 SUMO1 SUPT4H1 TAF11 TAF4 TAF5 TAF6 TAF7 TBP TCF12 TENT4A TFAP2A TFDP1 TGIF1 THOC1 TLE1 TLX2 TNPO1 TOP2A TOPBP1 TOX4 TPR TRA2B TRIP13 TSN TULP3 UBE2A UNG VAMP7 VHL VPS72 WEE1 XRCC3 XRCC5 YBX1 YBX3 YEATS4 YY1 ZBTB18 ZBTB24 ZBTB25 ZFP36L1 ZFX ZIC1 ZNF117 ZNF124 ZNF133 ZNF136 ZNF146 ZNF195 ZNF211 ZNF217 ZNF43 ZNF646 ZNF85 ZWINT MODULE_99 https://www.gsea-msigdb.org/gsea/msigdb/human/geneset/MODULE_99 ABAT ABCB6 ABCD1 ABLIM3 ADAM2 ADAMDEC1 ADAMTS2 ADCY8 ADH1B ADORA1 ADTRP AFM AFP AGRP AGTR2 AIRE AKAP6 ALOX15B AMPD1 ANGEL2 ANK2 APBB1 AQP4 ARL4D ARSB ARSG ASL ATP1A2 ATP2A1 B3GALT5 B4GALT5 BBOX1 BCHE BDNF BFSP2 BMPR1B BTN1A1 C14orf132 C22orf31 C8G CA6 CACNB4 CADM4 CAMK1G CAPN11 CASK CBR3 CCDC106 CCL1 CCL22 CCL8 CCN5 CCR5 CCR6 CCR9 CD101 CD2BP2 CDR1 CEBPE CFH CFHR1 CGA CHKA CHRNA2 CHRNA3 CHRNA5 CKMT1B CLCA2 CLCN2 CLCNKB CLEC4M CLGN CNMD CNTFR CNTN5 COL11A1 COL13A1 COL4A1 COL9A3 COMP COX7A1 CREB5 CRHBP CRLF1 CROCC CROT CRYGA CSN1S1 CTNNA2 CTSV CTSZ CXCR2 CYP27A1 CYP2B6 CYP7A1 DEPDC5 DGKE DLG3 DNASE1L2 E2F2 EFNA4 ELOVL6 EML1 EMX2 ENDOG EPHA4 EPHA7 EPHX1 EPN2 ERBB2 ERBB4 ETS1 ETV1 F11 F5 FANCC FASLG FBXL7 FCER2 FER FETUB FGF6 FGF7 FGFR2 FHL2 FILIP1L FN1 FOXD2 FOXE1 FSCN2 FSTL3 FUT5 FZD1 FZD7 FZD9 GABRG3 GABRR2 GAGE12G GAST GBA1 GBX2 GFRA1 GH2 GHRHR GJC2 GLI3 GLRA3 GLRX3 GLS2 GNAT2 GNRH1 GOLIM4 GPC4 GPC5 GPER1 GPR39 GPRC5B GRB14 GSTM3 GTF2A1 GUCY1A2 GULP1 GZMM H1-1 H3C10 H3C11 HNF1A HOXC6 HP HSD17B2 HSPA1B HSPB6 HTN3 IBSP ID4 IFI6 IFNA21 IGF1 IGF2 IL11 IL12RB1 IL9 INSL4 KAZALD1 KCNA1 KCNA3 KCNB1 KCNB2 KCNC4 KCND1 KCNE1 KCNK2 KCNS1 KCNV2 KIF5A KIR2DL4 KIR3DL1 KLF5 KRT76 LALBA LAMA2 LAMA4 LAMP3 LEPR LGALS2 LHCGR LIFR LOXL1 LPAR1 LYPD1 LZTS3 MAD1L1 MAGEB1 MAGEB2 MAPK12 MARCO MEIS2 MEOX1 MEP1A MGAM MMP13 MMP14 MMP20 MMP3 MS4A2 MSH4 MSI1 MYH11 MYH8 NAP1L3 NAT2 NCAM1 NCAM2 NEFL NEUROD1 NKX2-5 NR2C2 NR2E1 NR5A2 NRG1 NRP1 OMD OPRM1 OTC OVOL1 OXT PAK3 PAPSS2 PCDHGA8 PCK1 PDE1A PDE9A PDGFRL PDLIM3 PDYN PFKFB1 PKP1 PLA2G6 PLA2R1 PLPP2 PNLIP POU4F2 PPARA PPP1R2C PPP1R3A PRDM1 PRG4 PRKCA PRPH2 PRSS12 PSG9 PSTPIP1 PTAFR PTPRS PYY RAMP1 RAPGEF1 RARB REM1 RFPL1 RFX3 RGS13 RGS20 RIN1 RIT2 RNASE4 RNF8 RPE65 RPL39L RPL3L S100G SCAND2P SCGB2A1 SCRG1 SEMG1 SERPINB3 SERPINB7 SERPINI2 SFRP1 SLC10A1 SLC16A4 SLC18A2 SLC1A3 SLC22A1 SLC22A14 SLC22A18 SLC26A10P SLC26A3 SLC30A4 SLC38A3 SLC5A3 SLC6A1 SLC6A3 SLC7A8 SNCG SNN SOX21 SPINK4 SPOUT1 SSPN SSX1 STAM2 STC1 STK11 STRN SULT1C2 SV2B SYN3 TADA2A TBX6 TCP10L3 TGM1 TGM5 THBS2 TLL1 TLX1 TMPRSS11D TMPRSS15 TNC TNFRSF8 TNFSF14 TNK1 TRIM9 TRPC6 TULP2 UGT2B10 UGT8 USH2A VILL VIPR2 VNN2 WASF3 WNT5A WNT8B XCL1 ZFHX2 ZNF365