HALLMARK_GLYCOLYSIS%MSIGDBHALLMARK%HALLMARK_GLYCOLYSIS%MSIGDBHALLMARK%HALLMARK_GLYCOLYSIS%MSIGDBHALLMARK%HALLMARK_GLYCOLYSIS HALLMARK_GLYCOLYSIS%MSigdbHallmark%HALLMARK_GLYCOLYSIS ERO1A HEL-S-278 CHPF HEL-S-75 ZNF292 XYLT2 PLOD2 PLOD1 ENO1 ENO2 HS6ST2 HEL-S-89n DPYSL4 CAPN5 NDST3 PDK3 SOX9 SLC16A3 IL13RA1 IER3 RARS1 HEL-S-304 GLCE COG2 SDHC ALG1 PHKA2 SAP30 TPST1 CLDN3 CLDN9 DDIT4 RRAGD PKP2 KDELR3 RBCK1 KIF20A FKBP4 ALDH7A1 DSC2 GNE COPB2 PFKFB1 PAXIP1 ABCB6 GPR87 SDC2 SDC3 STC1 TGFA AK3 AK4 TXN HMMR ARPP19 CACNA1H FUT8 CHST12 QSCN6 STC2 NDUFV3 ANKZF1 LHPP HOMER1 HEL-S-165mP ECD GFPT1 GOT2 SRD5A3 HEL-S-133P B3GALT6 CDC2 EXT1 ISG20 EXT2 EFNA3 GCLC P4HA1 NASP ARTN P4HA2 SDC1 HEL20 TGFBI GALK2 LHX9 B4GALT2 PYGB B4GALT1 HEL-S-32 CITED2 HEL-S-30 PYGL VLDLR HK2 HS2ST1 HEL-S-69p GMPPB GYS2 GYS1 NANP CASP6 ME1 PGM2 ME2 GUSB MIOX CHST6 CHPF2 PGAM1 PGAM2 HEL-S-68p DCN HEL-S-26 VCAN HEL-S-19 HAX1 MED24 ELF3 ADORA2B B3GNT3 TFF3 DEPDC1 CHST1 SLC25A10 ANG ANGPTL4 ALDOB CHST4 LCT DLD B4GALT4 FBP2 CD44 SLC25A13 ALDH9A1 HEL-S-87p IDUA RPE CXCR4 GLRX NOL3 CENPA CLN6 EGFR AURKA NT5E GPC1 MXI1 GPC3 GPC4 EGLN3 SLC35A3 B3GAT3 MDH2 BIK AGL TPBG B3GAT1 SPAG4 HEL-S-44 MERTK HEL-S-49 VEGFA GNPDA1 PC PSMC4 CTH AGRN POLR3K PFKP HALLMARK_P53_PATHWAY%MSIGDBHALLMARK%HALLMARK_P53_PATHWAY%MSIGDBHALLMARK%HALLMARK_P53_PATHWAY%MSIGDBHALLMARK%HALLMARK_P53_PATHWAY HALLMARK_P53_PATHWAY%MSigdbHallmark%HALLMARK_P53_PATHWAY RRAD AK1 HSPA4L PDGFA XPC KLK8 CDKN2AIP NHLH2 SOCS1 IRAK1 ZMAT3 CLCA2 HMOX1 SFN IP6K2 SLC19A2 S100A10 HEXIM1 JAG2 PLK3 JUN ST14 TGFB1 PMM1 GADD45A FUCA1 PLK2 ZBTB16 EPHX1 OSGIN1 LIF HEL-S-281 INHBB ALOX15B H1-2 PTPRE BMP2 H2AC25 TCN2 SP1 MDM2 PLXNB2 MXD1 FGF13 ADA MXD4 RAD9A CSRNP2 BTG2 CDKN1A BTG1 IER3 ITGB4 TCHH IKBKAP TRIAP1 SLC7A11 PITPNC1 PIDD1 SEC61A1 HINT1 GM2A KIF13B CTSF DDIT4 WDR8 HRAS ZNF365 GPX2 APAF1 PRMT2 ABCC5 SPHK1 DCXR RHBDF2 VWA5A AEN FOS SERPINB5 DDB2 VAMP8 IL1A H2AJ TGFA RAP2B RAD51C TRAF4 TAX1BP3 HBEGF PPP1R15A CEBPA HDAC3 PCNA GLS2 RGS16 EI24 NOL8 RPS27L SLC3A2 ACVR1B RCHY1 PPM1D TOB1 SERTAD3 DRAM1 RXRA RAB40C PERP TNNI1 STOM EPS8L2 BAK1 RPL18 CDKN2B NR1i1 CDKN2A SDC1 TPRKB WWP1 BAIAP2 KLF4 TPD52L1 BLCAP DEF6 CCNG1 BAX ERCC5 COQ8A CDK5R1 CYFIP2 RB1 APP CCNK STEAP3 CD82 HEL-S-130P CD81 DGKA RNF19B CCP110 ABAT TM7SF3 IFI30 RRP8 CCND3 CCND2 SESN1 RPL36 FDXR FOXO3A NUDT15 IER5 TP63 PHLDA3 RPS12 TSPYL2 TNLG5A FBXW7 F2R DNTTIP2 IRAG2 TRAFD1 CGRRF1 PRKAB1 TM4SF1 PROCR MAPKAPK3 DDIT3 NINJ1 TXNIP S100A4 TRIB3 NUPR1 ANKRA2 ISCU ATF3 EPHA2 POM121 NOTCH1 ABHD4 RETSAT SLC35D1 HALLMARK_KRAS_SIGNALING_DN%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_DN%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_DN%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_DN HALLMARK_KRAS_SIGNALING_DN%MSigdbHallmark%HALLMARK_KRAS_SIGNALING_DN ITIH3 GTF3C5 SMPX NPY4R PLAG1 KLK8 ALOX12B CCDC106 ABCB11 NR1A2 CHRNG P2RY4 VPS50 NRIP2 NTF3 TNNI3 CACNG1 SLC25A23 SNCB RIBC2 LGALS7B SLC12A3 TCF7L1 EGF MX1 KRT13 GPR3 DLK2 ZBTB16 P2RX6 CD40LG NR6A1 NPHS1 MYO15A SCGB1A1 YPEL1 ASB7 HEL-S-75 MAGIX PDCD1 RGS11 BRDT BTG2 COQ8A PNMT CNTFR CLSTN3 CD80 ARHGDIG IRS4 HEL-S-79 CELSR2 PARK2 NUDT11 TGM1 TCL1A VPREB1 CAPN9 IL12B SLC16A7 SYNPO PP1187 PDK2 CPA2 RSAD2 KRT4 IGFBP2 KRT1 ENTPD7 UGT2B17 CDKAL1 HNF1A KRT5 SOX10 EDAR ZC2HC1C SCN10A CLPS KCNQ2 MSH5 SELENOP SIDT1 PKP1 ABCG4 PTGFR CALCB CPB1 KCNE2 SHOX2 IDUA LYPD3 MEFV CACNA1F MACROH2A2 SLC5A5 HSD11B2 SNN FGGY KCNMB1 KCNN1 PRODH SLC38A3 SKIL FGF22 SPTBN2 BARD1 MLL2 TFAP2B DTNB AMBN HTR1D HTR1B FGF16 AKR1B10 IL5 TG GDNF STAG3 ARPP-21 CYP11B2 KLHDC8A PCDHB1 TLX1 CD207 CPEB3 FGFR3 ZFP112 GPR19 RYR1 RYR2 TENM2 MAST3 SERPINA10 OXT TFCP2L1 SLC6A3 LFNG CCR8 INSL5 TSHB TAS2R4 EDN1 GRID2 SERPINB2 CAMK1D KCND1 EDN2 PROP1 HEL-S-20 DCC SPHK2 FSHB NGB PAX4 COPZ2 PAX3 GP1BA TEX15 ADRA2C UPK3B WNT16 TENT5C SSTR4 COL2A1 IFNG MYOT TFF2 CLDN16 ITGB1BP2 CDH16 SGK1 GPRC5C SLC29A3 ATP6V1B1 MYH7 SPRR3 HALLMARK_COMPLEMENT%MSIGDBHALLMARK%HALLMARK_COMPLEMENT%MSIGDBHALLMARK%HALLMARK_COMPLEMENT%MSIGDBHALLMARK%HALLMARK_COMPLEMENT HALLMARK_COMPLEMENT%MSigdbHallmark%HALLMARK_COMPLEMENT CD40LG DGKG FCN1 CDA GMFB PLAT HEL-S-89n C4BPB LIPA HEL110 CLU DOCK10 LAMP2 PIM1 ACTN2 COL4A2 GPD2 FDX1 ADAM9 SERPING1 SCG3 LAP3 PFN1 RAF1 S100A9 CFB CFH KLK1 NOTCH4 GATA3 PSEN1 PLA2G7 PIK3R5 DPP4 VCPIP1 PPP4C C9 S100A13 S100A12 RCE1 STX4A LYN APOBEC3F APOBEC3G BRPF3 TFPI2 CP MT3 EHD1 GP9 IL6 GNB2 MAFF GNB4 GRB2 CALM1 CPM DOCK4 SERPINA1 DYRK2 ITGAM CPQ DOCK9 PLEK TNFAIP3 PCSK9 CXCL1 IRF-1 CTSS CASP9 CTSO AKAP10 GNGT2 PCLO CASP5 CASP10 CTSL HNF4A KYNU CASP3 CASP4 CTSH OLR1 CD36 TIMP1 HEL-S-7 CTSC DUSP5 CDK5R1 CR2 CR1 FCER1G PLAUR APOA4 SIRT6 F2 F3 ADRA2B ME1 F5 MMP12 HEL-76 F7 F8 MMP14 PLSCR1 PIK3CA MMP15 LCK IRF2 IRF7 LCP2 CD46 L3MBTL4 C1QA USP14 CEBPB USP15 USP16 C1S SERPINC1 TMPRSS6 ANG SRC WAS GNAI3 PLG RNF4 PPM2C GNG2 SPOCK2 CCL5 FYN CD59 SH2B3 CD55 F10 GCA HEL-S-62p KCNIP3 GZMA ATOX1 ARHG PSMB9 GZMK XPNPEP1 APOC1 KLKB1 C1QC MSRB1 HEL-S-130P SERPINB2 GP1BA HALLMARK_MYOGENESIS%MSIGDBHALLMARK%HALLMARK_MYOGENESIS%MSIGDBHALLMARK%HALLMARK_MYOGENESIS%MSIGDBHALLMARK%HALLMARK_MYOGENESIS HALLMARK_MYOGENESIS%MSigdbHallmark%HALLMARK_MYOGENESIS PYGM AK1 MYL6B MYOM2 CSRP3 SGCD SGCA BDKRB2 SPEG ANKRD2 SPTAN1 CHRNG SGCG HEL-S-101 MYBPC3 MYOG TEAD4 PTGIS CACNG1 GPX3 TNNC1 GAA DENND2B TNNC2 NAV2 TGFB1 HEL-S-29 SIRT2 ACTA1 MYH1 MYH2 PTP4A3 TNNT1 TNNT3 CASQ2 MYH8 ITGA7 MYH9 PICK1 MAPRE3 CASQ1 KIFC3 MYH4 HDAC5 TAGLN PLXNB2 CTF1 CKMT2 EFS ERBB3 TNNI2 NCAM1 CLU DMD MEF2D CDKN1A PDLIM7 SH3BGR ACTN2 ITGB4 SH2B1 COL4A2 SPDEF SVIL NQO1 MYBPH PDE4DIP SORBS3 MAPK12 RIT1 COL3A1 MYO1C DES KLF5 SCD FKBP1B TCAP LPIN1 CRAT PFKM SPHK1 HBEGF CACNA1H STC2 TNNI1 TPD52L1 CD36 PGAM2 EIF4A2 SPARC HEL-S-273 FGF2 COX6A2 AGL ENO3 MYLK SLN GJA5 MYOZ1 EPHB3 KCNH1 CHRNB1 GABARAPL2 PC MEF2C ACSL1 TPM3 AGRN DAPK2 FST MYL11 RB1 IFRD1 APP TSC2 MYL4 ADCY9 MYL7 RYR1 PPP1R3C BIN1 MYL1 MYL2 ADAM12 MYL3 PVALB CFD CHRNA1 FLII BHLHB2 PSEN2 AEBP1 FOXO4 COX7A1 CNN3 SYNGR2 LARGE BAG1 IGFBP7 APOD PRNP FDPS WWTR1 GADD45B CAV3 DMPK IGF1 OCEL1 COL1A1 REEP1 GNAO1 SLC6A8 PKIA FXYD1 SSPN HRC MYF6 ITGB1 ACHE MYOM1 HSPB8 SCHIP1 NOTCH1 FHL1 HSPB2 ATP2A1 MYH7 LDB3 HALLMARK_APOPTOSIS%MSIGDBHALLMARK%HALLMARK_APOPTOSIS%MSIGDBHALLMARK%HALLMARK_APOPTOSIS%MSIGDBHALLMARK%HALLMARK_APOPTOSIS HALLMARK_APOPTOSIS%MSigdbHallmark%HALLMARK_APOPTOSIS SPTAN1 HMOX1 GPX3 JUN GADD45A BMP2 ENO2 PLAT ERBB3 CLU BTG2 CDKN1A IER3 PSEN1 IFITM3 PRF1 TNF CCND1 TNFSF10 BNIP3L HGF CDC25B EREG FEZ1 IL1A MADD SQSTM1 DAP3 DIABLO BCL10 EBP PPP3R1 RHOT2 IL6 BCL2L10 BCL2L11 ANKH PMAIP1 BMF CD14 IGFBP6 MCL1 CREBBP GSTM1 H1-0 IGF2R CYLD DAP TNFSF6 CDK2 PPT1 IRF-1 ISG20 BCL2L2 BCL2L1 CASP9 TOP2A BTG3 CDKN1B HMGB2 BRCA1 CASP8 TIMP3 CASP2 NEFH CASP3 PBR CASP4 HEL-S-102 DFFA GPX1 ANXA1 TIMP1 GPX4 BAX TNFRSF12A IFNGR1 MMP2 IL18 PPP2R5B EMP1 AVPR1A RHOB DNAJC3 F2 TGFBR3 HEL-75 CASP6 IL1B DPYD RARA ETF1 PLCB2 BIRC3 RNASEL GUCY2D ROCK1 SATB1 SLC20A1 DCN PLPPR4 LEF1 NEDD9 RELA ADD1 GNA15 PAK1 ERBB2 LMNA SC5D BCAP31 IFNB1 CD2 WEE1 KRT18 CD69 CD44 BIK HEL-S-44 CTH APP CCND2 PSEN2 FDXR F2R GADD45B DDIT3 TXNIP ATF3 RETSAT HALLMARK_HYPOXIA%MSIGDBHALLMARK%HALLMARK_HYPOXIA%MSIGDBHALLMARK%HALLMARK_HYPOXIA%MSIGDBHALLMARK%HALLMARK_HYPOXIA HALLMARK_HYPOXIA%MSigdbHallmark%HALLMARK_HYPOXIA PYGM HMOX1 GAA JUN ERO1A HEL-S-278 MYH9 HEL-S-75 ZNF292 ENO1 ENO2 HEL-S-89n DPYSL4 PDK3 CDKN1A PIM1 BTG1 IER3 SAP30 DDIT4 RRAGD KDELR3 BNIP3L FOS SDC2 SDC3 STC1 AK4 CP PPP1R15A IL6 MAFF STC2 ANKZF1 HEL-S-133P TNFAIP3 B3GALT6 EXT1 ISG20 EFNA3 P4HA1 CDKN1B P4HA2 TGFBI CITED2 VLDLR HK2 PLAUR GYS1 F3 CASP6 PGM2 PGAM2 HEL-S-68p DCN HEL-S-19 ADORA2B ANGPTL4 ALDOB SCARB1 TES RORA NR3C1 PKP1 RBPJ CTGF MT2A ZFP36 KIF5A HEL-S-87p CCN5 HEL-S-162eP TPD52 CXCR4 IGFBP1 GLRX PRKCA JMJD6 TPST2 SULT2B1 EGFR BCAN ADFP MT1E GPC1 XPNPEP1 LXN MXI1 SDC4 GPC3 HACL2 GPC4 PRDX5 PCK1 B4GALNT2 PPARGC1A TIPARP SIAH2 ENO3 KLHL24 TPBG FOSL2 EFNA1 BCL2 SLC25A1 CDKN1C HEL-S-49 SRPX VEGFA NCAN HEXA HEL-S-134P ADM SLC2A3 CYR61 BRS3 PFKP AKAP12 CSRP2 STBD1 ATP7A ANXA2 AMPD3 PPP1R3C LALBA FBP1 CHST3 TMEM45A KDM3A DGIC NFIL3 HAS1 NOCT GCNT2 BHLHB2 VHL CA12 MAP3K1 CAVIN1 FOXO3A PKLR CAVIN3 GCK LARGE EDN2 HS3ST1 PNRC1 KLF7 PFKL KLF6 NAGK CCNG2 ACKR3 INHA DDIT3 S100A4 ATF3 HALLMARK_MYC_TARGETS_V1%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V1%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V1%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V1 HALLMARK_MYC_TARGETS_V1%MSigdbHallmark%HALLMARK_MYC_TARGETS_V1 SNRPD3 TXNL4A KPNA2 RPS10 SMARCC1 EIF1AX STARD7 RPS5 RPL22 RPS6 HEL-S-69 UBE2E1 TUFM CLNS1A NHP2 SNRPG VDAC3 ERH SRSF7 SNRPA SET GLO1 CSTF2 NOLC1 PRDX3 PCBP1 ORC2 CYC1 NOP16 CBX3 PA2G4 EIF2S2 MRPL23 SFRS3 EIF2S1 LSM2 SRPK1 AIMP2 LSM7 COPS5 EPRS1 CDK4 HNRNPD UBA2 RNPS1 HNRNPC IARS SLC25A3 HEL-S-97n HSP90AB1 MCM7 RPLP0 YWHAQ C1QBP DHX15 HNRPA3 AP3S1 MRPL9 TOMM70 RFC4 NCBP1 NCBP2 VBP1 PABPC4 CAD GNL3 CCNA2 TFDP1 PSMA4 PSMA2 CANX TCP1 SNRPA1 MCM5 PABPC1 MCM6 MCM2 HDAC2 HEL-S-91n KARS1 DDX21 U2AF1 TYMS COX5A HSPD1 PPM1G SRM CDC45 PSMB2 PCNA PSMB3 TRA2B FAM120A POLD2 USP1 EIF4H RPL14 RPS3 SNRPB2 RPS2 GOT2 CCT7 EIF4E HEL-S-133P CCT4 H2AZ1 CDK2 NOP56 RANBP1 DUT RRM1 SF3A1 NPM1 RPL18 SSB CNBP PTGES3 HEL-S-100n DEK RSL1D1 PSMC6 AAG1 XPOT IMPDH2 APEX1 NDUFAB1 EIF3J POLE3 PRPF31 SSBP1 ABCE1 TARDBP EIF3D HEL-S-69p RAN EIF3B MAD2L1 ETF1 HEL-S-68p PSMC4 IFRD1 EIF4A1 HEL2 HEL-S-276 RPL34 HNRNPR PHB2 PWP1 RPL6 RRP9 UBE2L3 EEF1B2 CDC20 FBL PSMD7 SNRPD2 TRIM28 SNRPD1 RUVBL2 MYC PSMD3 PSMD1 HALLMARK_MTORC1_SIGNALING%MSIGDBHALLMARK%HALLMARK_MTORC1_SIGNALING%MSIGDBHALLMARK%HALLMARK_MTORC1_SIGNALING%MSIGDBHALLMARK%HALLMARK_MTORC1_SIGNALING HALLMARK_MTORC1_SIGNALING%MSigdbHallmark%HALLMARK_MTORC1_SIGNALING EIF2S2 ERO1A PLOD2 COPS5 ENO1 EPRS1 HEL-S-89n BTG2 CDKN1A SLC7A11 RIT1 DDIT4 SCD PSMA4 CANX MCM2 STC1 SQSTM1 AK4 HSPD1 EBP PPP1R15A HEL-S-133P GCLC P4HA1 PSMC6 CCNG1 CTSC VLDLR HK2 HEL-S-69p TFRC PITPNB HEL-75 UBE2D3 SLA ME1 TMEM97 HEL-S-125m ETF1 TM7SF2 FADS2 TBK1 PNP NAMPT PSPH FADS1 HEL-S-68p MAP2K3 SCAP2 HEL-S-26 STARD4 IGFBP5 ACSL3 TUBA4A SYTL2 ACLY DDX39A MTHFD2 SC5D MTHFD2L HMBS AF1Q IDI1 FKBP2 PSMD12 NUP205 TES PSMD13 INSIG1 RPN1 PIK3R3 DAPP1 SLC1A4 CFP ADIPOR2 HEL-S-87p CORO1A HEL-S-162eP ACACA RDH11 CXCR4 SSR1 GLRX ATP6V1D NIBAN1 HEL-S-94n HEL-S-66p XBP1 AURKA SDF2L1 HSPA4 PNO1 EDEM1 PLK1 M6PR EGLN3 ASNS DHCR24 HEL-S-283 CCT6A DHFR SQLE NMT1 PSMG1 DHCR7 NFKBIB GSK3B HEL-S-49 ATP2A2 ATP5G1 SERP1 PHGDH PSMC4 ACTR3 CTH SLC2A3 ACTR2 HMGCS1 ELOVL5 SORD IFRD1 ELOVL6 CACYBP TUBG1 UCHL5 SLC7A5 EEF1E1 BCAT1 RAB1A NUFIP1 TOMM40 USO1 FGL2 NFIL3 IFI30 HEL-S-51e HMGCR ADD3 BHLHB2 HEL-S-99n UNG GGA2 FDXR ABCF2 SEC11A YKT6 LDLR CYB5B NHERF1 RRM2 NFYC PFKL CYP51A1 RPA1 IMMT PDAP1 UFM1 PSAT1 POLR3G CD9 GLA DDIT3 RRP9 TRIB3 NUPR1 HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSIGDBHALLMARK%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSIGDBHALLMARK%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSIGDBHALLMARK%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSigdbHallmark%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY HEL-S-44 IPCEF1 SCAF4 HEL-S-128m MSRA HEL-75 HEL-S-2a FES ERCC2 GCLM SELS FTL PFKP LAMTOR5 GPX3 TXN PRNP GLRX GCLC HEL-S-112 ATOX1 HEL-S-97n SRXN1 NDUFB4 MGST1 MPO PTPA HHEX SBNO2 NQO1 MBP JUNB CDKN2D GPX4 ABCC1 NDUFA6 EGLN2 TXNRD2 GLRX2 OXSR1 HALLMARK_INTERFERON_GAMMA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_GAMMA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_GAMMA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_GAMMA_RESPONSE HALLMARK_INTERFERON_GAMMA_RESPONSE%MSigdbHallmark%HALLMARK_INTERFERON_GAMMA_RESPONSE SOCS1 SAMD9L IFITM2 SPPL2A UBE2L6 IFI35 IFIT1 IFIT3 IFIT2 DHX58 EPSTI1 TRIM25 TRIM26 CMTR1 MX1 B2M TRIM21 CMKLR1 HERC6 ZBP1 IFNAR2 IL15RA SP110 HLA-B ARID5B HLA-A HLA-G NUP93 IFI27 PSME2 CMPK2 TRIM14 LY6E IDO1 FPR1 CSF2RB HIF1A HELZ2 SOCS3 KLRK1 RNF213 CDKN1A PIM1 ST8SIA4 BTG1 ISOC1 SLAMF7 ST3GAL5 RIPK1 HLA-DQA1 SERPING1 VCAM1 PNPT1 LAP3 AUTS2 EIF2AK2 IFI44 ISG15 CFB TDRD7 CFH NMI PARP14 TOR1B MHC2TA RBCK1 NFKB1 PARP12 SELP PSMA2 IFITM3 BST2 NFKBIA CXCL10 CXCL11 TNFSF10 IL7 XAF1 MYD88 GPR18 HLA-DRB1 VAMP8 RIGI RTP4 LGALS3BP OGFR CD40 CXCL9 EIF4E3 TNFAIP6 IL6 TNFAIP2 SECTM1 PSMB2 ADAR OASL IL18BP IFIH1 PDE4B ITGB7 BATF2 IL15 RIPK2 TMT1B TAPBP ARL4A TNFAIP3 LATS2 BANK1 OAS2 IRF-1 IRF4 ISG20 OAS3 PELI1 XCL1 IRF8 RAPGEF6 VAMP5 IRF9 CASP8 RNF31 MARCHF1 MVP NOD1 CASP3 SRI CASP4 PTGS2 USP18 PSMB10 HLA-DMA SLC25A28 APOL6 CCL7 STAT4 CCL2 FCGR1A GBP4 PTPN1 CD74 STAT1 STAT2 MX2 P2RY14 IL10RA STAT3 LYSMD2 PML PSMB8 ZNFX1 PNP PLSCR1 IL2RB NAMPT PTPN6 IRF2 RSAD2 IRF7 LCP2 MTHFD2 C1S CD69 CCL5 MT2A GZMA PSMB9 PFKP FGL2 IFI30 TRAFD1 TXNIP SSPN HALLMARK_G2M_CHECKPOINT%MSIGDBHALLMARK%HALLMARK_G2M_CHECKPOINT%MSIGDBHALLMARK%HALLMARK_G2M_CHECKPOINT%MSIGDBHALLMARK%HALLMARK_G2M_CHECKPOINT HALLMARK_G2M_CHECKPOINT%MSigdbHallmark%HALLMARK_G2M_CHECKPOINT pk CDKN3 KPNA2 SMARCC1 TGFB1 EGF NOLC1 CDK4 HNRNPD HIF1A DMD SAP30 CCNA2 TFDP1 CCND1 MCM5 MCM6 MCM2 CDC25B HMMR CDC45 TRA2B H2AZ1 CDC2 TOP2A CDKN1B NASP MAD2L1 PML JPT1 ARID4A MKI67 SMC4 SMC2 RPS6KA5 PTTG1 CHEK1 CDC27 NUSAP1 NEK2 DDX39A FBXO5 HMGN2 HEL-S-61 TLE3 SLC38A1 KNTC2 PRP4K HUS1 KNL1 TRAIP ILF3 DKC1 EWSR1 MT2A NCL NUP98 KIF20B ATF5 NOTCH2 CUL5 YTHDC1 TROAP HCTP4 CENPA PDS5B EFNA5 CCNB2 AURKA ORC6 RAD21 PLK4 STIL UBE2C PLK1 CBX1 HMGA1 BARD1 CDC6 FOXN3 UCK2 POLA2 SQLE STAG1 UBE2S MNAT1 EZH2 H2AX NUMA1 SETD8 SUV39H1 AMD1 HMGB3 KIF11 CTCF BRCA2 HOXC10 KIF15 CKS1B CHAF1A CHMP1A MYBL2 TNPO2 SLC7A5 LBR POLE SS18 RBM14 HEL-S-72p KIF23 HEL164 SMC1A H2BC12 SFPQ RBL1 DBF4 ESPL1 INCENP CKS2 MCM3 BIRC5 PAFAH1B1 PRIM2 DTYMK DKFZp666G145 TTK SLC7A1 AURKB HIRA PURA WRN KATNA1 NSD2 E2F2 E2F3 E2F4 SRSF10 SLC12A2 GINS2 CASP8AP2 H2AZ2 CDC20 CDKN2C POLS MAPK14 CUL4A CENPE SNRPD1 MARCKS MEIS1 MYC CENPF PRC1 TACC3 HALLMARK_HEME_METABOLISM%MSIGDBHALLMARK%HALLMARK_HEME_METABOLISM%MSIGDBHALLMARK%HALLMARK_HEME_METABOLISM%MSIGDBHALLMARK%HALLMARK_HEME_METABOLISM HALLMARK_HEME_METABOLISM%MSigdbHallmark%HALLMARK_HEME_METABOLISM ISCA1 NARF GDE1 HEL-S-2a CPOX ICAM4 SLC4A1 GCLM AQP3 BACH1 NUDT4 PSMD9 tal-1 UROD RNF19A BTRC FBXO7 FBXO9 TNS1 CAST LMO2 SLC11A2 ACSL6 SLC30A1 GAPVD1 MINPP1 RNF123 BCAM KEL hEMMPRIN DAAM1 TRIM10 RHCE OPTN ABCG2 OSBP2 SIDT2 SLC22A4 HEL-S-10 EPB42 FECH GYPC IGSF3 GYPB MGST3 GYPE ENDOD1 DCUN1D1 HTRA2 BTG2 LAMP2 HEL-S-11 ADIPOR1 SLC30A10 GATA1 HEL-S-304 RAP1GAP SPTA1 SDCBP SLC7A11 TSPAN5 HBQ1 CDR2 FN3K NFE2 H4C9 EIF2AK1 UROS SLC10A3 FBXO34 TYR RCL1 MFHAS1 ARL2BP SLC6A9 SYNJ1 MKRN1 RANBP10 TMCC2 BNIP3L LRP10 ABCB6 EZH1 NFE2L1 TMEM9B PICALM ALAS2 HBB HBD FTCD HEBP1 NNT ACP5 CLIC2 ERMAP RBM5 HTATIP2 HBZ ARHGEF12 VEZF1 SPTB KAT2B ERAF TFDP2 H1-0 BMP2K TRIM58 HAGH KDM7A MARCHF2 SLC66A2 MOSPD1 CLCN3 ADD2 AGPAT4 GCLC RHD TRAK2 UCP2 MARCHF8 P4HA2 CIRSR DCAF10 SNCA RBM38 DMTN RIOK3 SMOX MOCOS FOXJ2 CTNS XPO7 PDZK1IP1 KLF3 EPOR PPP2R5B KLF1 SLC25A38 SLC25A37 TSPO2 XK TFRC RHAG YPEL5 LPIN2 TNRC6B HEL-76 MAP2K3 ADD1 CDC27 USP15 HMBS NR3C1 HEL-S-62p MXI1 ASNS PC HEL-S-134P MYL4 CCND3 FOXO3A E2F2 SLC6A8 TENT5C HALLMARK_FATTY_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_FATTY_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_FATTY_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_FATTY_ACID_METABOLISM HALLMARK_FATTY_ACID_METABOLISM%MSigdbHallmark%HALLMARK_FATTY_ACID_METABOLISM HEL-S-128m CPOX UROD UBE2L6 S100A10 EPHX1 HEL-S-278 ENO2 GPD2 SDHC UROS CRAT HEL-S-133P H2AZ1 APEX1 CD36 HEL-S-32 ME1 ACSM3 AQP7 HEL-76 IL4I1 TDO2 HEL-S-53e MLYCD PIG59 NBN ACOT8 CPT1A GABARAPL1 HEL-S-26 MIX23 ACSL5 SDHD SDHA ALDH3A2 ALDH3A1 GPD1 SMS SUCLG2 SUCLG1 GCDH IDI1 SLC22A5 MAOA CD1D ADH7 ACAT2 NTHL1 DLD HAO2 DECR1 PDHA1 NCAPH2 CIDEA ALDH9A1 ADIPOR2 VNN1 HEL-S-87p OSTC FASN RDH11 CYP1A1 SERINC1 ACO2 REEP6 ACADVL CYP4A22 HCCS NR1C1 PTPRG MCEE ACADL CPT2 CA4 IDH3B DHCR24 HEL-S-107 ACADM MDH2 ACADS ADSL ENO3 HSDL2 CYP4A11 FACL4 HEL-S-25 INMT HADHB SETD8 UGDH ACOX1 EHHADH MGLL ACSL1 FH ECHS1 HMGCS1 ADH1C ELOVL5 HPGD HSD17B4 LTC4S HSD17B11 HSD17B7 BPHL HSD17B10 PTS CRYZ HMGCL TP53INP2 D2HGDH PCBD1 ACSS1 AADAT G0S2 GAD2 FABP1 GSTZ1 FABP2 SUCLA2 METAP1 RETSAT HALLMARK_UV_RESPONSE_UP%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_UP%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_UP%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_UP HALLMARK_UV_RESPONSE_UP%MSigdbHallmark%HALLMARK_UV_RESPONSE_UP RRAD GGH RAB27A HSPA2 EIF2S3 EIF5 NAT1 DLG4 AGO2 AQP3 FGF18 RET FEN1 ALAS1 HMOX1 ONECUT1 UROD CLTB CXCL2 SPR HYAL2 GPX3 PARP2 TACR3 GAL TMBIM6 SLC25A4 NUP58 CEBPG TGFBRAP1 WIZ FURIN CLCN2 EPHX1 RXRB hEMMPRIN DNAJB1 PPP1R2 PDLIM3 MRPL23 EPCAM CREG1 AP2S1 MGAT1 BMP2 POLR2H MSX1 E2F5 NTRK3 PLCL1 ENO2 CDC5L CCK FOSB C4BPB CDO1 GRINA BTG2 BTG1 TCHH RFC4 FKBP4 NFKBIA FOS LYN DDX21 SQSTM1 IL6 BCL2L11 CDK2 PPT1 IRF-1 BTG3 BAK1 CDKN2B CASP3 POLE3 RHOB TFRC HEL-76 MMP14 IGFBP2 TUBA4A MAOA RPN1 HEL-S-87p SHOX2 CYP1A1 HEL-S-94n ASNS H2AX CDKN1C AMD1 CCND3 GLS YKT6 HTR7 STARD3 CYB5B DKFZp686L0365 DGAT1 SLC6A12 HLA-F MAPK8IP2 OLFM1 CDC34 PDAP1 POLG2 CCNE1 PRPF3 SELENOW TYRO3 PPIF NPTXR IL6ST SLC6A8 TARS1 ABCB1 COL2A1 CHRNA5 CNP SULT1A1 CYB5R1 JUNB APOM ATF3 GRPEL1 NKX2-5 NPTX2 ATP6V1C1 ATP6V1F KLHDC3 CHKA HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSIGDBHALLMARK%HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSIGDBHALLMARK%HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSIGDBHALLMARK%HALLMARK_WNT_BETA_CATENIN_SIGNALING HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSigdbHallmark%HALLMARK_WNT_BETA_CATENIN_SIGNALING DKK4 NOTCH4 NCOR2 ADAM17 KAT2A NUMB HDAC2 LEF1 JAG2 CCND2 PSEN2 RBPJ HDAC5 MAML1 HDAC11 NR1C2 hCG_2014051 NKD1 GNAI1 FRAT1 HEY2 DVL2 SKP2 WNT1 FZD1 WNT5B PTCH1 NOTCH1 AXIN1 MYC FZD8 AXIN2 DKK1 HALLMARK_XENOBIOTIC_METABOLISM%MSIGDBHALLMARK%HALLMARK_XENOBIOTIC_METABOLISM%MSIGDBHALLMARK%HALLMARK_XENOBIOTIC_METABOLISM%MSIGDBHALLMARK%HALLMARK_XENOBIOTIC_METABOLISM HALLMARK_XENOBIOTIC_METABOLISM%MSigdbHallmark%HALLMARK_XENOBIOTIC_METABOLISM ALAS1 HMOX1 TMBIM6 PMM1 EPHX1 HEL-S-10 CDA CDO1 NR1C2 RAP1GAP NQO1 TPST1 CFB TYR HEL-S-277 SLC46A3 PROS1 DCXR SLC35B1 AQP9 ETS2 CNDP2 GIG8 PDK4 LONP1 HEL-S-64p KARS1 MCCC2 HES6 IL1R1 IGFBP4 ENTPD5 CYP27A1 RBP4 ARPP19 POR MTHFD1 CYP2E1 CES1 PTGES ENPEP SLC22A1 GSTT2 ABHD6 NDRG2 CYP2C18 ADH5 HSD11B1 VTN pcap TTPA ASL APOE CYP2J2 GSTM4 GCKR JUP GCLC IRF8 CYP4F2 G6PC1 CYP26A1 PTGES3 CYP2S1 CYP1A2 PEMT HNF4A HRG KYNU GUGU ABCD2 LEAP2 SMOX CROT PSMB10 ALDH2 CD36 AOX1 ACP2 MAN1A1 HGFAC MBL2 ABCC3 ARG2 ABCC2 HEL-S-21 ARG1 DHPS SSR3 HEL-75 CASP6 PTGR1 LPIN2 TNFRSF1A TMEM97 NPC1 HEL-76 ANGPTL3 ACOX3 TDO2 CRP ITIH4 DDC PAPSS2 CYP17A1 PGRMC1 DKFZp434B2017 GABARAPL1 HEL-S-26 SERTAD1 DDT ATOH8 HSD17B2 XDH MARCHF6 ALDH3A1 CCL25 MPP2 TMEM176B GAD1 F11 AKR1C2 HEL-S-182mP MAOA DHRS1 DHRS7 ADH7 PLG PINK1 GSTA3 MT2A ALDH9A1 VNN1 F10 CYP1A1 IGFBP1 ACO2 NMT1 ATP2A2 UGDH ACOX1 PC ADH1C ELOVL5 CYFIP2 BPHL PTS BCAT1 FBP1 HEL-S-51e GCNT2 FABP1 SLC6A12 IGF1 NINJ1 EPHA2 RETSAT SLC35D1 HALLMARK_MITOTIC_SPINDLE%MSIGDBHALLMARK%HALLMARK_MITOTIC_SPINDLE%MSIGDBHALLMARK%HALLMARK_MITOTIC_SPINDLE%MSIGDBHALLMARK%HALLMARK_MITOTIC_SPINDLE HALLMARK_MITOTIC_SPINDLE%MSigdbHallmark%HALLMARK_MITOTIC_SPINDLE FGD4 FGD6 FLNA RICTOR FLNB PCNT WASF1 WASF2 CLASP1 SPTAN1 ARFGEF1 DYNC1H1 FARP1 PCGF5 MID1IP1 RANBP9 MYO9B CDC42BPA LRPPRC MYO1E APC ALMS1 TAOK2 RAB3GAP1 MYH9 RHOT2 BCL2L11 ARHGEF12 DOCK4 CDC2 TOP2A RAPGEF6 SYNPO ROCK1 SMC4 NEDD9 TUBA4A CDC27 NUSAP1 NEK2 FBXO5 HEL-S-61 KNTC2 TRIO HEL114 SMC3 UXT PREX1 PPP4R2 OPHN1 KIF20B CEP250 KNTC1 NOTCH2 KIFAP3 CDK5RAP2 RALBP1 MAP1S HCTP4 CEP131 CSNK1D TSC1 CCNB2 AURKA ACTN4 MID1 CD2AP BCR CLIP2 PLK1 TIAM1 EZR ARL8A LLGL1 PIF1 CPAP PXN KIF3B CEP72 STK38L CEP192 KIF3C NUMA1 ECT2 MARK4 MYH10 SPTBN1 SAC3D1 KIF11 TBCD ARHGAP29 BRCA2 ARHGAP27 HOOK3 KIF15 SSH2 NET1 NF1 SASS6 TUBGCP5 TUBGCP6 BIN1 CNTROB MAP3K11 CEP57 WASL ARHGAP5 KIF23 ARHGAP4 SEPT9 SMC1A PCM1 CAPZB CNTRL NCK2 TLK1 ESPL1 KIF1B INCENP DLGAP5 NCK1 ARHGEF11 BIRC5 PLEKHG2 PAFAH1B1 DST RFC1 SHROOM2 SHROOM1 TTK RHOF CKAP5 DYNLL2 LATS1 ARHGAP10 HEL2 PALLD KATNA1 CDC42EP4 RASA2 ARHGEF3 CDC42EP2 CDC42EP1 ARHGEF2 ARHGEF7 MAPRE1 RAPGEF5 SOS1 DOCK2 ARF6 KNS2 STAU1 CENPE KATNB1 MARCKS TUBD1 HEL-S-47e CENPF CDC42 PRC1 CYTH2 HALLMARK_BILE_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_BILE_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_BILE_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_BILE_ACID_METABOLISM HALLMARK_BILE_ACID_METABOLISM%MSigdbHallmark%HALLMARK_BILE_ACID_METABOLISM GCLM PECR SLC23A2 SLC35B2 SLC23A1 CYP46A1 HEL111 NR3C2 PEX26 LIPE LONP2 NUDT12 OPTN ABCG8 PHYH DIO1 PIPOX CH25H GNPAT SOAT2 RBP1 PEX11G SLC27A2 SLC27A5 ATXN1 HAO1 ABCA1 ABCA2 ABCA5 ABCA6 ISOC1 EPHX2 ABCA3 ABCA4 ABCA9 ABCA8 NR0B2 BMP6 SULT1B1 AMACR PXMP2 SLCO1A2 ABCD3 SLC67A1 LOC51064 ABCD1 CYP7B1 PEX7 PEX6 EFHC1 PFKM AGXT SLC29A1 PAOX AQP9 AKR1D1 HSD17B6 CYP7A1 GC RXRG PEX16 HSD3B7 PEX19 PNPLA8 HSD3B1 NR1i2 NR1H4 CYP27A1 BBOX1 PEX12 CYP8B1 PEX13 NEDD4 ALDH8A1 RXRA ABCD2 CROT KLF1 NPC1 FADS2 HEL-S-53e MLYCD FADS1 LCK HEL-S-26 ACSL5 IDI1 HEL-S-182mP ABCG4 ALDH9A1 SULT2B1 PRDX5 DHCR24 HEL-S-44 ACSL1 HSD17B4 HSD17B11 TFCP2L1 FDXR RETSAT HALLMARK_DNA_REPAIR%MSIGDBHALLMARK%HALLMARK_DNA_REPAIR%MSIGDBHALLMARK%HALLMARK_DNA_REPAIR%MSIGDBHALLMARK%HALLMARK_DNA_REPAIR HALLMARK_DNA_REPAIR%MSigdbHallmark%HALLMARK_DNA_REPAIR AK1 GTF3C5 XPC ERCC2 FEN1 BCAM POLR2H CMPK2 CDA ADA SDCBP SEC61A1 RFC4 NCBP2 DDB2 AK3 TYMS PCNA ARL6IP1 MPG GTF2B PDE4B CLP1 MPC2 HEL74 LIG1 GTF2F1 RBX1 GC20 SRSF6 VPS28 CCNO TSG101 NPR2 DUT CSTF3 COX17 SUPT4H1 AAAS BOLA2B DGUOK ZNF707 SURF1 POLR3GL ALYREF UPF3B SUPT5H ZWINT IMPDH2 POLA1 AGO4 STX3A GPX4 RNP24 ERCC5 ELL CETN2 SNAPC5 MRPL40 GUK1 SNAPC4 REV3L DKFZp781O1323 DGCR8 ELOA NELFB POLL NELFCD NELFE RFC3 RFC2 NME3 PNP VPS37D NME4 EDF1 VPS37B APRT NT5C3A DDB1 RRM2B NFX1 POLR1C POLR1D HCLS1 POLR1H UMPS RALA BCAP31 CANT1 RNMT PRIM1 USP11 DCTN4 GMPR2 TAF9 ADCY6 POLD3 POLD4 POLR2A POLR2C POLR2D POLR2F POLR2G POLR2I POLR2J RAE1 POLR2K BRF2 TAF12 PDE6G TAF13 TAF10 ADRM1 SSRP1 GTF2H3 GTF2H5 TARBP2 POLE4 RAD52 NUDT21 RAD51 POLA2 POLR3C RPA3 ERCC1 TAF6 DFNA5 SAC3D1 POM121 HALLMARK_COAGULATION%MSIGDBHALLMARK%HALLMARK_COAGULATION%MSIGDBHALLMARK%HALLMARK_COAGULATION%MSIGDBHALLMARK%HALLMARK_COAGULATION HALLMARK_COAGULATION%MSigdbHallmark%HALLMARK_COAGULATION KLK8 SIRT2 FURIN PLAT CAPN5 CLU LAMP2 ADAM9 SERPING1 CFB CFH DPP4 PROS1 C9 S100A13 TFPI2 GP9 GNB2 MAFF SERPINA1 CPQ PLEK CASP9 CTSO TIMP3 HNF4A HRG CTSH OLR1 ANXA1 TIMP1 MMP2 MBL2 F2 F3 F8 MMP14 MMP15 C1QA C1S SERPINC1 F11 TMPRSS6 ANG USP11 PLG FYN F10 HEL-S-62p APOC1 KLKB1 SPARC GDA COMP S100A1 MASP2 CPB2 PEF1 CFI HTRA1 PROZ A2M GNG12 TF BMP1 PROC F13B FBN1 ARF4 ITGB3 C8A PRSS23 DUSP14 THBD C8G CFD CTSK RAC1 FGA MMP7 VWF ITGA2 MMP3 SERPINB2 MMP9 MMP10 MMP11 F9 DCT MEP1A KLF7 PECAM1 HEL-S-52 CRIP2 THBS1 CPN1 P2RY1 LEFTY2 GP1BA SH2B2 HEL-S-41 CD9 APOC3 APOC2 MSRB2 F2RL2 PF4 ISCU HALLMARK_INFLAMMATORY_RESPONSE%MSIGDBHALLMARK%HALLMARK_INFLAMMATORY_RESPONSE%MSIGDBHALLMARK%HALLMARK_INFLAMMATORY_RESPONSE%MSIGDBHALLMARK%HALLMARK_INFLAMMATORY_RESPONSE HALLMARK_INFLAMMATORY_RESPONSE%MSigdbHallmark%HALLMARK_INFLAMMATORY_RESPONSE PROK2 ROS1 SCN1B CYBB IFNAR1 CALCRL ICAM4 EBI3 C5AR1 LPAR1 SELS SLC1A2 HRH1 IRAK2 NLRP3 NDP MSR1 FZD5 TNFRSF9 INHBA SELE TACR3 MARCO SELL SLC11A2 GPR183 NMUR1 IL7R CXCL6 CXCL8 CMKLR1 CX3CL1 GPR132 STAB1 BDKRB1 IL15RA LIF ITGB8 CCR7 FFAR2 IL10 PTGIR HEL-S-75 PTPRE TNLG1B IFNGR2 EMP3 TACR1 TNFRSF1B OSMR LY6E TLR1 MXD1 RNF144B FPR1 LTA CD48 HIF1A TLR3 PTGER4 ABCA1 PTGER2 BTG2 KCNA3 CDKN1A CXCR6 NOD2 SGMS2 ATP2C1 SLC7A2 P2RY2 PDPN HAS2 CCL17 KCNJ2 EIF2AK2 CCL24 RAF1 GABBR1 CCL22 SEMA4D NMI SLC31A2 CCL20 SLC31A1 PCDH7 PSEN1 NFKB1 OSM OPRK1 PIK3R5 ATP2B1 BST2 SPHK1 ACVR2A NFKBIA P2RX7 CXCL10 P2RX4 AQP9 CXCL11 AXL TNFSF10 TNLG8A VIP IL18R1 EREG LYN IL1A RTP4 IL1R1 CD40 CXCL9 HBEGF TNFAIP6 IL6 RGS16 CD14 PDE4B IL15 ACVR1B RIPK2 TAPBP IRF-1 SRI OLR1 TIMP1 CCL7 IL18 CCL2 PLAUR F3 IL1B IL10RA IL12B MMP14 IL2RB NAMPT LCK IRF7 LCP2 RELA GNA15 ADORA2B GNAI3 CD69 CCL5 CD55 MEFV ARHG ADRM1 GPC3 TPBG ATP2A2 ADM CD82 ITGB3 EDN1 KIF1B LDLR MEP1A TNLG5A KLF6 SLC7A1 GP1BA NPFFR2 CSF3 IFITM1 CSF3R CSF1 AHR SLC4A4 IL18RAP RGS1 LAMP3 MYC CCRL2 CLEC5A C3AR1 HALLMARK_APICAL_JUNCTION%MSIGDBHALLMARK%HALLMARK_APICAL_JUNCTION%MSIGDBHALLMARK%HALLMARK_APICAL_JUNCTION%MSIGDBHALLMARK%HALLMARK_APICAL_JUNCTION HALLMARK_APICAL_JUNCTION%MSigdbHallmark%HALLMARK_APICAL_JUNCTION pk ICAM4 SPEG TAOK2 ACTA1 CX3CL1 ALOX15B MYH9 ACTN2 ITGB4 GNAI1 ADAM9 VCAM1 SORBS3 PFN1 CLDN9 HRAS CRAT COL16A1 STX4A IRS1 CTNND1 SDC3 ICAM2 INPPL1 LNIR DMP1 ICAM5 ACTG2 CDH8 ACTG1 CDH6 TIAL1 CDH4 AKT3 SIRPA NRTN HEL70 TMEM8B ACTN1 CLDN6 GTF2F1 CLDN5 CLDN4 ADAM15 CLDN7 CERCAM DSC1 DSC3 COL17A1 GRB7 SHC1 WNK4 JUP TNFRSF11B THY1 MYL12B CNN2 RRAS TSPAN4 SYMPK TGFBI BAIAP2 PLCG1 RSU1 CD99 VASP CADM3 B4GALT1 CDSN FYB1 CADM2 PBX2 MMP2 PARVA CDK8 PTPRC ARPC2 CD209 CNTN1 HEL-S-79 COL9A1 NF2 PALS1 PTEN LAMC2 ADRA1B PKD1 CALB2 SGCE TRO ADAMTS5 PS1TP5BP1 MDK DHX16 SCAP2 MADCAM1 IKBKG VCAN AMH CD34 CAP1 MAP4K2 SYK TRAF1 KRT31 VAV2 CLDN11 CLDN15 CLDN14 SRC CDH11 CLDN19 EXOC4 EVL INSIG1 MVD HEL114 CDH15 PIK3R3 NLGN3 NLGN2 AMIGO1 AMIGO2 LAMA3 NRXN2 PARD6G THBS3 LIMA1 ADAM23 NRAP CTNNA1 EGFR SLIT2 TSC1 MPZL1 ACTN4 JAM3 MPZL2 LAMB3 NEGR1 NHERF4 MAPK13 TJP1 MAPK11 PPP2R2C ZYX NECTIN3 NECTIN2 CRB3 NECTIN1 MYH10 BMP1 NF1 TUBG1 FBN1 WASL VWF ITGA2 MMP9 HEL-S-20 SHROOM2 PECAM1 RHOF ITGB1 MAPK14 HALLMARK_KRAS_SIGNALING_UP%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_UP%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_UP%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_UP HALLMARK_KRAS_SIGNALING_UP%MSigdbHallmark%HALLMARK_KRAS_SIGNALING_UP LAT2 ALDH1A3 SCN1B ZNF639 ALDH1A2 TLR8 LCP1 SDCCAG8 ENG USP12 SEMA3B USH1C RETN TFPI CBL IL2RG HOXD11 IL1RL2 INHBA RELN GPNMB CBR4 IL33 PTCD2 PRRX1 IL7R TM4SF13 GALNT3 FUCA1 H2BC3 CMKLR1 GABRA3 LAPTM5 NAP1L2 WNT7A LIF TMEM158 CFHR2 ERO1A SPRY2 F2RL1 ADGRL4 BMP2 TNFRSF1B GYPC PLAT SOX9 NR0B2 SCG3 CFB CFH CCL20 ADAM17 CXCL10 VWA5A GIG8 EREG NR1H4 HBEGF RBP4 PPP1R15A ANKH RGS16 HSD11B1 TNFAIP3 CTSS JUP IRF8 KLF4 PTGS2 CROT FCER1G EMP1 PLAUR ARG1 IL1B IL10RA HEL-76 BIRC3 PSMB8 SATB1 TRAF1 TMEM176B ANGPTL4 CIDEA CXCR4 GLRX MPZL2 PLVAP SPON1 CSF2 F13A1 IKZF1 FGF9 FBXO4 EPHB2 ST6GAL1 ATG10 ANXA10 BTC AKAP12 CLEC4A PCP4 SLPI MALL SCG5 SPARCL1 ADAM8 TRIB1 TRIB2 ZNF277 TPH1 TOR1AIP2 LY96 CSF2RA G0S2 PCSK1N CCND2 TSPAN7 PLEK2 KCNN4 ITGA2 MAP3K1 TSPAN1 PRELID3B MMP9 CBX8 MMP10 IGF2 MMP11 AMMECR1 PPBP GNG11 APOD SNAP91 PECAM1 GADD45G YRDC MAFB CCSER2 STRN AVL9 PIGR SNAP25 SERPINA3 NRP1 MTMR10 FLT4 TMEM100 ABCB1 RBM4 CD37 TEM5 MAP4K1 CDADC1 DOCK2 PEG3 MMD PDCD1LG2 NGF opn ETV4 ETV5 C3AR1 WDR33 HALLMARK_APICAL_SURFACE%MSIGDBHALLMARK%HALLMARK_APICAL_SURFACE%MSIGDBHALLMARK%HALLMARK_APICAL_SURFACE%MSIGDBHALLMARK%HALLMARK_APICAL_SURFACE HALLMARK_APICAL_SURFACE%MSigdbHallmark%HALLMARK_APICAL_SURFACE PLAUR GATA3 SRPX IL2RB APP IL2RG LYN CX3CL1 TMEM8B AKAP7 SLC2A4 PKHD1 SHROOM2 PCSK9 SCUBE1 FLOT2 ADIPOR2 ATP6V0A4 EPHB4 LYPD3 NTNG1 SLC34A3 GSTM3 ATP8B1 THY1 CD160 BRCA1 NCOA6 EFNA5 ADAM10 SULF2 RTN4RL1 CROCC GAS1 HEL-S-102 MAL GHRL RHCG B4GALT1 MDGA1 HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSIGDBHALLMARK%HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSIGDBHALLMARK%HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSIGDBHALLMARK%HALLMARK_UNFOLDED_PROTEIN_RESPONSE HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSigdbHallmark%HALLMARK_UNFOLDED_PROTEIN_RESPONSE NHP2 IFIT1 NOLC1 CEBPG ERO1A EIF2S1 HEL-S-89n IARS POP4 EIF4A3 EDC4 RPS14 TATDN2 KHSRP BANF1 DDIT4 CHAC1 IMP3 SLC30A5 KDELR3 DDX10 PDIA5 ERN1 PREB ATP6V0D1 HEL-S-93 BAG3 EIF4EBP1 SEC31A WFS1 FUS LSM1 EEF2 LSM4 CNOT4 CNOT6 CNOT2 SRPRA NABP1 SRPRB HYOU1 ALDH18A1 DCP1A EIF4G1 STC2 FKBP14 WIPI1 TUBB2A SKIC3 DCP2 EXOC2 SKIV2L2 DCTN1 GOSR2 CXXC1 EIF4E SDAD1 EXOSC5 EXOSC10 NOP56 EXOSC4 DNAJB9 EXOSC1 SHC1 PAIP1 NPM1 NFYA NFYB SPCS3 SPCS1 DNAJA4 XPOT CCL2 DNAJC3 HEL-S-125m CEBPB MTHFD2 HEL-S-61 DKC1 SLC1A4 IGFBP1 SSR1 XBP1 EDEM1 EIF4A2 ASNS H2AX VEGFA SERP1 CKS1B SLC7A5 HEL-S-99n SEC11A TSPYL2 EIF4A1 PSAT1 TARS1 RRP9 ATF3 HALLMARK_ESTROGEN_RESPONSE_LATE%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_LATE%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_LATE%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_LATE HALLMARK_ESTROGEN_RESPONSE_LATE%MSigdbHallmark%HALLMARK_ESTROGEN_RESPONSE_LATE HSPA4L FLNB RET SEMA3B FARP1 SFN TNNC1 GAL ST14 HEL-S-29 TM4SF13 KRT13 PDLIM3 HEL-S-10 SLC27A2 HEL110 ABCA3 S100A9 NCOR2 KIF20A FKBP4 DCXR SLC29A1 CCND1 FOS GIG8 WFS1 TFPI2 IGFBP4 PTGES SERPINA1 TOB1 PERP ISG20 TOP2A BTG3 NAB2 HR CXCL14 RAPGEFL1 KLF4 SOX3 TPD52L1 TRIM29 RPS6KA2 MYB UNC13B CISH METTL3 NPY1R CACNA2D2 PRLR OVOL2 RAB31 SCNN1A PGR PKP3 CELSR2 NBL1 LLGL2 FKBP5 SLC26A2 LAMC2 RNASEH2A HEL-76 ARL3 IGSF1 ABHD2 CALCR ALDH3B1 PAPSS2 PTPN6 PLAC1 FDFT1 MDK TFAP2C OPN3 HOMER2 XRCC3 CYP4F11 KCNK5b ALDH3A2 CXCL12 TH GJB3 DLG5 TFF3 GPER NMU PLXNB1 SLC22A5 MOCS2 CLIC3 NXT1 SCARB1 ST6GALNAC2 HEL-S-116 SNX10 ETFB AREG AFF1 CD44 SLC1A4 SLC2A8 ZFP36 CYP26B1 IMPA2 CCN5 ANXA9 TPSAB1 JAK1 CHST8 DUSP2 DYNLT3 ITPK1 SULT2B1 MYOF XBP1 PLAAT3 EMP2 LSR PLK4 IL17RB STIL DNAJC1 JDP1 TIAM1 TFF1 MAPK13 FOXC1 CDC6 SLC24A3 TMPRSS3 PTGER3 SIAH2 ASCL1 RBBP8 TPBG EEIG1 MICB BCL2 DHCR7 AMFR ATP2B4 DHRS2 UGDH KLK10 ASS1 KLK11 BATF KRT19 FABP5 CHPT1 ELOVL5 FRK SORD TJP3 PCP4 FGFR3 SLC7A5 PRSS23 ADD3 CA12 LARGE BAG1 NHERF1 OLFM1 CD9 SERPINA3 GLA PPIF IL6ST GINS2 CDC20 HSPB8 SGK1 HALLMARK_NOTCH_SIGNALING%MSIGDBHALLMARK%HALLMARK_NOTCH_SIGNALING%MSIGDBHALLMARK%HALLMARK_NOTCH_SIGNALING%MSIGDBHALLMARK%HALLMARK_NOTCH_SIGNALING HALLMARK_NOTCH_SIGNALING%MSigdbHallmark%HALLMARK_NOTCH_SIGNALING RBX1 KAT2A CCND1 NOTCH2 PSENEN NOTCH3 PRKCA TCF7L2 MAML2 FZD5 FBXW11 NR1C2 FZD7 DTX1 DTX2 DTX4 HES1 ST3GAL6 SKP1 LFNG FZD1 SAP30 NOTCH1 PSEN2 HALLMARK_ANDROGEN_RESPONSE%MSIGDBHALLMARK%HALLMARK_ANDROGEN_RESPONSE%MSIGDBHALLMARK%HALLMARK_ANDROGEN_RESPONSE%MSIGDBHALLMARK%HALLMARK_ANDROGEN_RESPONSE HALLMARK_ANDROGEN_RESPONSE%MSigdbHallmark%HALLMARK_ANDROGEN_RESPONSE ALDH1A3 HEL-75 FKBP5 SLC26A2 ABHD2 FADS1 HOMER2 ACSL3 B2M SMS IDI1 PA2G4 GNAI3 ARID5B SELENOP INSIG1 TPD52 ADRM1 SPDEF DHCR24 SCD MERTK KRT19 CCND1 HMGCS1 ELOVL5 HPGD AKAP12 SORD SRP19 STEAP4 HMGCR NGLY1 CCND3 ANKH PTPN21 DBI CDC14B HERC3 ZMIZ1 PGM3 ACTN1 ITGAV NKX3-1 H1-0 PIAS1 INPP4B MAF TMEPAI PLPP1 STK39 TMPRSS2 DNAJB9 KLK3 TARP MYL12A UBE2J1 LMAN1 SPCS3 PTK2B RAB4A UBE2I TMEM50A XRCC5 CDK6 APPBP2 VAPA CENPN B4GALT1 GPD1L SGK1 HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSIGDBHALLMARK%HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSIGDBHALLMARK%HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSIGDBHALLMARK%HALLMARK_TNFA_SIGNALING_VIA_NFKB HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSigdbHallmark%HALLMARK_TNFA_SIGNALING_VIA_NFKB CCNL1 PHLDA1 IER2 GEM IL23A SIK1 PLPP3 FUT4 MSC EGR1 EGR2 NFKB2 FOSL1 RCAN1 NR4A3 CXCL2 BCL6 TNFRSF9 REL INHBA NFKBIE IFIT2 NFE2L2 CXCL3 JUN LITAF GPR183 SLC2A6 PANX1 IL7R KLF10 GADD45A CXCL6 TGIF1 DUSP4 PLK2 KDM6B SERPINB8 FJX1 BIRC2 IL15RA LIF B4GALT5 NFAT5 BCL2A1 CEBPD F2RL1 TANK PTPRE SUI1 BMP2 IFNGR2 RELB DNAJB4 CCL4 KLF2 PER1 SPSB1 MXD1 TNIP2 CLCF1 FOSB KLF9 TRIP10 PTGER4 PTX3 SOCS3 ABCA1 BTG2 CDKN1A BTG1 IER3 CCL20 NFKB1 ATP2B1 SPHK1 NFKBIA TNF CXCL10 CCND1 CXCL11 ETS2 FOS GIG8 RIGI IL1A SQSTM1 EHD1 HBEGF TNFAIP6 PPP1R15A IL6 TNFAIP2 MAFF IFIH1 PDE4B TUBB2A MCL1 RIPK2 PLEK TNFAIP3 DRAM1 CXCL1 IRF-1 BTG3 KYNU KLF4 PTGS2 OLR1 B4GALT1 DUSP5 IL18 CCL2 CD80 PLAUR RHOB F3 IL1B BIRC3 IL12B NAMPT MAP2K3 RELA CEBPB TRAF1 CD69 AREG CD44 CCL5 ZFP36 DUSP2 SNN LAMB3 SDC4 TIPARP FOSL2 EFNA1 CSF2 VEGFA SLC2A3 CYR61 TRIB1 RNF19B HES1 NFIL3 G0S2 BHLHB2 EDN1 SERPINB2 IER5 LDLR PNRC1 TNLG5A TMEPAI KLF6 YRDC GADD45B ACKR3 IL6ST NINJ1 CSF1 JUNB CD83 ATF3 TNC SGK1 ZC3H12A MARCKS SLC16A6 MYC CCRL2 MAP3K8 DENND5A PHLDA2 HALLMARK_INTERFERON_ALPHA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_ALPHA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_ALPHA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_ALPHA_RESPONSE HALLMARK_INTERFERON_ALPHA_RESPONSE%MSigdbHallmark%HALLMARK_INTERFERON_ALPHA_RESPONSE CD74 STAT2 PSMB8 SAMD9L IFITM2 PLSCR1 UBE2L6 IFI35 IRF2 IFIT3 RSAD2 IRF7 IFIT2 DHX58 EPSTI1 SELL TRIM25 TRIM26 CMTR1 MX1 B2M TRIM21 C1S HERC6 SP110 IFI27 PSME2 CMPK2 TRIM14 LY6E HELZ2 TMEM140 NUB1 TRIM5 PSMB9 HLA-C TENT5A ELF1 OAS1 CD47 SAMD9 UBA7 GMPR PNPT1 LAP3 MVB12A GBP2 EIF2AK2 IFI44 MOV10 ISG15 TDRD7 NMI PARP14 PARP12 IFITM3 BST2 CXCL10 CXCL11 IL7 RTP4 LGALS3BP OGFR IFI30 ADAR OASL IFIH1 BATF2 IL15 RIPK2 IRF-1 ISG20 TRAFD1 PROCR IRF9 CASP8 RNF31 TXNIP IFITM1 CNP USP18 CSF1 SLC25A28 LAMP3 CCRL2 GBP4 HALLMARK_OXIDATIVE_PHOSPHORYLATION%MSIGDBHALLMARK%HALLMARK_OXIDATIVE_PHOSPHORYLATION%MSIGDBHALLMARK%HALLMARK_OXIDATIVE_PHOSPHORYLATION%MSIGDBHALLMARK%HALLMARK_OXIDATIVE_PHOSPHORYLATION HALLMARK_OXIDATIVE_PHOSPHORYLATION%MSigdbHallmark%HALLMARK_OXIDATIVE_PHOSPHORYLATION ISCA1 ALAS1 VDAC3 LRPPRC SLC25A4 PRDX3 CYC1 HEL-S-281 PHYH MGST3 SLC25A3 HTRA2 FDX1 SDHC TOMM70 MTRR COX6A1 HEL-S-271 MTRF1 MPC1 PMPCA ATP6V1E1 PDHX ATP6V1G1 ATP6V0E1 ATP1B1 SDHB COX6B1 OXA1L COX7A2L UQCRC1 PDK4 COXFA4 UQCRC2 UQCRB ABCB7 ATP5MC2 ATP5MC3 ATP5J COX5A COX7A2 ATP5H NNT MRPL15 POR UQCRH RHOT2 ACAT1 MRPL11 TIMM50 CYB5R3 RHOT1 COX11 NDUFV2 ATP5MG ATP5MF COX10 ATP5ME GOT2 ACADSB CS HEL-S-133P GLUD1 UQCRQ OGDH CYCS MRPS15 COX7B COX17 MRPS11 MRPS12 ETFA TCIRG1 MRPL34 COX7C SURF1 MRPL35 AIFM1 OPA1 TIMM17A UQCRFS1 DLAT COX8A ATP6V0B NDUFAB1 HEL-S-32 GPX4 MRPS22 BAX NDUFC2 NDUFC1 BDH2 NDUFS8 NDUFS6 NDUFS4 NDUFS3 NDUFS1 SLC25A12 SLC25A5 ATP6V0C FXN SLC25A11 SLC25A6 NDUFB8 NDUFB7 NDUFB6 NDUFB5 TIMM9 NDUFB3 NDUFB2 TIMM13 CPT1A NDUFB1 HEL-S-26 UQCR11 MRPS30 TIMM10 SDHD UQCR10 SDHA HEL-S-123m MFN2 SLC25A20 MST065 NDUFA9 TIMM8B SUCLG1 NDUFA7 NQO2 NDUFA5 ATP5PB MTX2 ZNF183 NDUFA3 DLD PPM2C NDUFA2 ETFB ATP5F1D DECR1 ATP5F1E PDHA1 ATP5PO POLR2F ATP6V1D ACO2 ACADVL HCCS IDH3B ACADM MDH2 HADHB ATP5G1 FH ECHS1 HSD17B10 SUCLA2 IMMT PHB2 NDUFB4 ISCU GRPEL1 NDUFA6 ATP6V1C1 ATP6V1F RETSAT HALLMARK_ADIPOGENESIS%MSIGDBHALLMARK%HALLMARK_ADIPOGENESIS%MSIGDBHALLMARK%HALLMARK_ADIPOGENESIS%MSIGDBHALLMARK%HALLMARK_ADIPOGENESIS HALLMARK_ADIPOGENESIS%MSigdbHallmark%HALLMARK_ADIPOGENESIS RETN BCL6 GPX3 PRDX3 GADD45A CYC1 LIPE ITGA7 TANK PHYH MGST3 ABCA1 EPHX2 GPD2 SDHC COX6A1 CRAT PREB SDHB UQCRC1 NABP1 MRPL15 POR TOB1 CS ARL4A UQCRQ APOE DNAJB9 COX7B STOM UCP2 PEMT AIFM1 RIOK3 DLAT COX8A ALDH2 CD36 NDUFAB1 GPX4 IFNGR1 NDUFS3 ME1 NDUFB7 HEL-S-26 UQCR11 DDT UQCR10 ACLY SUCLG1 SLC25A10 NDUFA5 ANGPTL4 DHRS7 SCARB1 DLD ADCY6 ETFB DECR1 ATP5PO MTCH2 SLC27A1 CIDEA ARAF ADIPOR2 HEL-S-87p GHITM ENPP2 PIM3 MCCC1 HEL-S-62p OMD ACO2 ATP1B3 REEP6 CMBL COL4A1 CMPK1 ADFP RTN3 CD151 MTARC2 AK2 ACADL LPL CPT2 ABCB8 BAZ2A BCL2L13 DHRS7B ACADM MDH2 UBC ACADS PTGER3 G3BP2 RREB1 MYLK SLC19A1 NMT1 ESRRA FZD4 DHCR7 HEL-S-44 HEL107 SLC25A1 CHCHD10 RMDN3 COQ9 ACOX1 DNAJC15 COQ5 MGLL COQ3 UCK1 ECHS1 REEP5 ORM1 RNF11 SOWAHC ELOVL6 LTC4S GPHN NKIRAS1 DBT YWHAG SPARCL1 ADIG JAGN1 CHUK HEL-S-104 ELMOD3 MRAP PPM1B PPARG CD302 SMVT PPP1R15B SLC66A3 LAMA4 AGPAT3 CAVIN1 SAMM50 GPAT4 UBQLN1 SNCG DRAM2 DGAT1 MAP4K3 PTCD3 PFKL ANGPT1 CAVIN2 SQOR IMMT CCNG2 VEGFB PEX14 GPAM LEP LPCAT3 ESYT1 SSPN SULT1A1 CDKN2C GRPEL1 HSPB8 RETSAT HALLMARK_TGF_BETA_SIGNALING%MSIGDBHALLMARK%HALLMARK_TGF_BETA_SIGNALING%MSIGDBHALLMARK%HALLMARK_TGF_BETA_SIGNALING%MSIGDBHALLMARK%HALLMARK_TGF_BETA_SIGNALING HALLMARK_TGF_BETA_SIGNALING%MSigdbHallmark%HALLMARK_TGF_BETA_SIGNALING RAB31 ARHA NCOR2 ID1 CDKN1C ID3 BMPR1A UBE2D3 SPTBN1 ENG GIG8 SLC20A1 APC PPP1R15A TGFB1 KLF10 TGIF1 FURIN IFNGR2 BMP2 TMEPAI THBS1 WWTR1 LEFTY2 BMPR2 HDAC1 ARID4B LTBP2 FNTA MAP3K7 ACVR1 SKIL SMAD1 SMURF2 JUNB SMURF1 TJP1 NOG SMAD6 TGFBR1 HIPK2 CDK9 FKBP1A SKI HALLMARK_PROTEIN_SECRETION%MSIGDBHALLMARK%HALLMARK_PROTEIN_SECRETION%MSIGDBHALLMARK%HALLMARK_PROTEIN_SECRETION%MSIGDBHALLMARK%HALLMARK_PROTEIN_SECRETION HALLMARK_PROTEIN_SECRETION%MSigdbHallmark%HALLMARK_PROTEIN_SECRETION ARF1 CLTC SNAP23 CLTA RAB22A GOLGA4 ARFGEF1 SCRN1 AP1G1 AP2M1 SH3GL2 RAB2A STX7 AP3B1 OCRL ARFGAP3 SCAMP3 TOM1L1 VAMP7 RER1 TMX1 ZW10 ERGIC3 SEC22B VAMP4 VAMP3 NAPA CD63 KRT18 STX12 TMED10 SGMS1 STX16 AP2S1 COPB1 VPS4B ATP1A1 NAPG CLN5 SNX2 TSPAN8 MAPK1 TPD52 ARFGEF2 MON2 CAV2 BNIP3 ABCA1 GBF1 ADAM10 EGFR ARCN1 LAMP2 RAB14 DOP1A GNAS YIPF6 ANP32E RAB9A COG2 M6PR RAB5A AP3S1 COPE BET1 HEL-S-44 COPB2 SEC31A ATP7A USO1 KIF1B YKT6 DST GOSR2 IGF2R TSG101 PPT1 CLCN3 LMAN1 GLA SSPN RNP24 CTSC ATP6V1B1 HALLMARK_PEROXISOME%MSIGDBHALLMARK%HALLMARK_PEROXISOME%MSIGDBHALLMARK%HALLMARK_PEROXISOME%MSIGDBHALLMARK%HALLMARK_PEROXISOME HALLMARK_PEROXISOME%MSigdbHallmark%HALLMARK_PEROXISOME SMARCC1 DLG4 HEL-S-53e MLYCD FADS1 ACOT8 HEL-S-26 ACSL5 SLC25A4 UGT2B17 SLC23A2 SLC35B2 HEL111 IDI1 LONP2 SCGB1A1 HAO2 DIO1 VPS4B GNPAT ALDH9A1 SLC27A2 RDH11 ATXN1 CLN6 HSD11B2 SULT2B1 ISOC1 EPHX2 PRDX5 DHCR24 DKFZp667O1614 STS NUDT19 ABCC8 ABCD3 PEX2 ERCC1 FACL4 NR3A2 LOC51064 HRAS SLC25A17 HEL-S-44 ABCD1 MSH2 PEX5 CRABP2 ACOX1 PEX6 SEMA3C CRAT ABCC5 EHHADH CTBP1 ABCB4 ACSL1 CRABP1 PEX11B CACNA1B ELOVL5 PABPC1 ABCB9 HSD17B4 CLN8 FIS1 HSD17B11 RXRG CADM1 SIAH1 HSD3B7 DHRS3 CDK7 FABP6 ALB HMGCL NR1i2 BCL10 PEX13 FDPS PEX14 TOP2A CNBP MVP ABCB1 PBR ABCD2 RETSAT HALLMARK_IL6_JAK_STAT3_SIGNALING%MSIGDBHALLMARK%HALLMARK_IL6_JAK_STAT3_SIGNALING%MSIGDBHALLMARK%HALLMARK_IL6_JAK_STAT3_SIGNALING%MSIGDBHALLMARK%HALLMARK_IL6_JAK_STAT3_SIGNALING HALLMARK_IL6_JAK_STAT3_SIGNALING%MSigdbHallmark%HALLMARK_IL6_JAK_STAT3_SIGNALING PTPN1 STAT1 STAT2 IFNAR1 IL1B TNFRSF1A EBI3 STAT3 SOCS1 HMOX1 CBL IL2RG CXCL3 HAX1 JUN TGFB1 IL15RA IFNGR2 CD44 TNFRSF1B OSMR CSF2RB SOCS3 PIM1 IL13RA1 IL17RB CSF2 PIK3R5 TNF CXCL10 CXCL11 A2M IL7 MYD88 IL18R1 ITGB3 IL1R1 ACVRL1 CXCL9 CXCL13 LEPR ITGA4 IL1R2 IL6 DNTT TYK2 CSF2RA IL17RA IL3RA GRB2 LTB STAM2 CD14 TNFRSF21 IL9R ACVR1B PDGFC IL12RB1 CCR1 IL10RB PLA2G2A PTPN11 INHBE CXCL1 IL2RA IRF-1 LTBR CRLF2 BAK1 CD9 IRF9 IL6ST PF4 CSF3R CSF1 CD36 TNFRSF12A IFNGR1 CCL7 MAP3K8 CNTFR HALLMARK_ANGIOGENESIS%MSIGDBHALLMARK%HALLMARK_ANGIOGENESIS%MSIGDBHALLMARK%HALLMARK_ANGIOGENESIS%MSIGDBHALLMARK%HALLMARK_ANGIOGENESIS HALLMARK_ANGIOGENESIS%MSigdbHallmark%HALLMARK_ANGIOGENESIS PDGFA VEGFA APP STC1 JAG2 VCAN THBD CXCL6 VAV2 CCND2 TNFRSF21 ITGAV VTN MSX1 LRPAP1 FSTL1 APOH PGLYRP1 POSTN NRP1 KCNJ8 PRG2 SLCO2A1 COL5A2 PF4 FGFR1 S100A4 LPL OLR1 TIMP1 opn COL3A1 HALLMARK_HEDGEHOG_SIGNALING%MSIGDBHALLMARK%HALLMARK_HEDGEHOG_SIGNALING%MSIGDBHALLMARK%HALLMARK_HEDGEHOG_SIGNALING%MSIGDBHALLMARK%HALLMARK_HEDGEHOG_SIGNALING HALLMARK_HEDGEHOG_SIGNALING%MSigdbHallmark%HALLMARK_HEDGEHOG_SIGNALING VEGFA PML ETS2 NF1 TLE3 PLG MYH9 OPHN1 THY1 NRP1 NRP2 CDK6 RTN1 HEY2 LDB1 CRMP1 ACHE CELSR1 AMOT SHH SLIT1 PTCH1 NRCAM CDK5R1 VLDLR NKX6-1 CNTFR L1CAM SCG2 HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION%MSIGDBHALLMARK%HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION%MSIGDBHALLMARK%HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION%MSIGDBHALLMARK%HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION%MSigdbHallmark%HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION FLNA GEM SGCD SGCG INHBA JUN TGFB1 PRRX1 GADD45A CXCL6 FUCA1 CXCL8 EMP3 MSX1 PLOD2 PLOD1 TAGLN ENO2 PTX3 MCM7 COL4A2 GAS1 VCAM1 COL3A1 FZD8 DKK1 GIG8 COL16A1 CADM1 TFPI2 IGFBP4 IL6 CDH6 QSCN6 IL15 TNFAIP3 CXCL1 FSTL1 TNFRSF11B POSTN THY1 SDC1 TIMP3 COL5A2 TGFBI TIMP1 TNFRSF12A MMP2 SCG2 OXTR PLAUR SERPINE2 RHOB WIPF1 COL12A1 TGFBR3 HEL113 PLOD3 LOXL1 LOXL2 LAMC2 RGS4 GJA1 CDH2 BASP1 MMP14 DPYSL3 PRSS2 APLP1 TPM1 P3H1 DCN PCOLCE HEL-S-66 VCAN IGFBP2 SFRP4 SFRP1 COL8A2 PPIB CXCL12 MXRA5 PFN2 FBN2 COPA NNMT FBLN2 NID2 FBLN5 CDH11 CALD1 MAGEE1 BDNF COL1A2 COL5A3 CALU AREG CTGF SNAI2 CD44 FERMT2 ECM2 CD59 LAMC1 LAMA3 GLIPR1 NOTCH2 SGCB HEL-S-108 COLGALT1 EDIL3 GPX7 ACTA2 COL4A1 GREM1 SLIT2 MATN3 FOXC2 NT5E PCOLCE2 GPC1 LAMA1 SDC4 THBS2 PTHLH FSTL3 ABI3BP SPARC SPOCK1 HEL-S-273 SLIT3 FGF2 PDLIM4 CAP2 CTHRC1 MYLK VEGFC MFAP5 FAP MGP COMP PMP22 VEGFA CRLF1 SNTB1 HTRA1 CYR61 BMP1 FBN1 ITGB3 ADAM12 ITGA2 MMP3 ITGAV DST TMEPAI THBS1 GADD45B COL1A1 SLC6A8 ITGB1 TNC opn HALLMARK_IL2_STAT5_SIGNALING%MSIGDBHALLMARK%HALLMARK_IL2_STAT5_SIGNALING%MSIGDBHALLMARK%HALLMARK_IL2_STAT5_SIGNALING%MSIGDBHALLMARK%HALLMARK_IL2_STAT5_SIGNALING HALLMARK_IL2_STAT5_SIGNALING%MSigdbHallmark%HALLMARK_IL2_STAT5_SIGNALING PLEC PHLDA1 AHNAK CST7 COCH IL1RL1 MUC1 PLAGL1 LRIG1 SOCS1 LRRC8C DCPS PRAF2 SPRY4 HUWE1 ARHH TTC39B SYT11 TNFRSF9 SNX14 ETFBKMT MYO1E EEF1AKMT1 SELL FURIN LIF IL10 BMP2 TNFRSF1B MXD1 CD48 PTGER2 PIM1 GATA1 PTCH1 AMACR MYO1C RRAGD SELP IFITM3 CXCL10 P2RX4 TNFSF10 IL18R1 DHRS3 IL1R2 MAFF IL3RA RGS16 LTB TNFRSF21 IGF2R ARL4A IL2RA IRF4 BCL2L1 IRF8 P4HA1 CASP3 GPX4 CISH IFNGR1 HK2 EMP1 GBP4 HEL-S-21 RHOB IL10RA HEL-76 PNP PLSCR1 IL2RB APLP1 GABARAPL1 HEL-S-66 TRAF1 UMPS SERPINC1 RORA CD44 XBP1 ADFP NT5E TIAM1 CDC6 UCK2 ENO3 BCL2 CSF2 CDKN1C S100A1 CYFIP1 GUCY1B1 BATF GPR65 IKZF2 SLC2A3 PDCD2L IKZF4 IGF1R SCN9A TNFRSF8 TNFSF11 CAPN3 ENPP1 SLC39A8 CD81 TNFRSF4 WLS PRKCH SWAP70 FLT3LG ADAM19 FGL2 NFIL3 TWSG1 MAPKAPK2 CCND3 NOP2 CCND2 BHLHB2 GPR83 AGER SOCS2 CD79B PENK MAP6 SYNGR2 SNX9 ITGAV ICOS POU2F1 HOPX DRC1 PRNP CDC42SE2 KLF6 PLPP1 PHTF2 CTSZ GADD45B PTH1R ITGAE CCNE1 SHE GLIPR2 NCS1 NFKBIZ NRP1 BMPR2 SH3BGRL2 CTLA4 SIAT4C F2RL2 CCR4 ABCB1 BATF3 TNFRSF18 ANXA4 IL13 CSF1 CKAP4 AHR SERPINB6 CD83 CDCP1 PTRH2 COL6A1 opn TLR7 HIPK2 MYC MAP3K8 ETV4 ITGA6 DENND5A IRF6 SMPDL3A HALLMARK_SPERMATOGENESIS%MSIGDBHALLMARK%HALLMARK_SPERMATOGENESIS%MSIGDBHALLMARK%HALLMARK_SPERMATOGENESIS%MSIGDBHALLMARK%HALLMARK_SPERMATOGENESIS HALLMARK_SPERMATOGENESIS%MSigdbHallmark%HALLMARK_SPERMATOGENESIS CDKN3 HSPA4L HSPA2 TNNI3 VDAC3 PARP2 CLPB CHRM4 GFI1 ACRBP CCT6B TEKT2 PAPOLB IL13RA2 AGFG1 TLE4 PRM2 CSNK2A2 PIAS2 ZPBP HEL-S-278 ADAM2 MTNR1A HOXB1 CFTR DPEP3 DDX4 ALOX15 ART3 GMCL1 OAZ3 PGS1 NPHP1 GSTM3 IP6K1 ZC3H14 RPL39L PDHA2 ODF1 BRAF H1-6 TUBA2 RAD17 CNIH2 SPMAP2 SYCP1 SCG3 MAST2 HEL-S-34 COIL RFC4 HEL162 GRM8 GSG1 TOPBP1 PACRG NPY5R ELOVL3 SIRT1 LPIN1 MLF1 TSN MEP1B DMC1 ACRV1 TULP2 CST8 AKAP4 hCG_1641087 ZNRF4 PHKG2 CLVS1 DMRT1 NAA11 SEPTIN4 HTR5A CHFR MTOR POMC CAMK4 TNP2 TNP1 ACKR5 HBZ STAM2 ARL4A CDC2 NEFH NF2 NEK2 GAD1 ZC2HC1C CCNB2 AURKA JAM3 PSMG1 EZH2 SCG5 PCSK1N DBF4 SNAP91 DCC TTK SHE SLC12A2 HALLMARK_PANCREAS_BETA_CELLS%MSIGDBHALLMARK%HALLMARK_PANCREAS_BETA_CELLS%MSIGDBHALLMARK%HALLMARK_PANCREAS_BETA_CELLS%MSIGDBHALLMARK%HALLMARK_PANCREAS_BETA_CELLS HALLMARK_PANCREAS_BETA_CELLS%MSigdbHallmark%HALLMARK_PANCREAS_BETA_CELLS DPP4 LMO2 SRPRB HNF1A PCSK2 AKT3 PCSK1 STXBP1 SLC2A2 SRP14 SEC11A PKLR FOXO1 INS GCK NEUROD1 SCGN NKX2-2 PDX1 GCG ELP4 SYT13 MAFB PAX4 ISL1 SRP9 G6PC2 SST IAPP INSM1 NR1i1 SPCS1 FOXA2 NEUROG3 NKX6-1 ABCC8 HALLMARK_CHOLESTEROL_HOMEOSTASIS%MSIGDBHALLMARK%HALLMARK_CHOLESTEROL_HOMEOSTASIS%MSIGDBHALLMARK%HALLMARK_CHOLESTEROL_HOMEOSTASIS%MSIGDBHALLMARK%HALLMARK_CHOLESTEROL_HOMEOSTASIS HALLMARK_CHOLESTEROL_HOMEOSTASIS%MSigdbHallmark%HALLMARK_CHOLESTEROL_HOMEOSTASIS PLAUR AVPR1A MAL2 GSTM2 HEL-S-43 CPEB2 TMEM97 TM7SF2 GUSB SEMA3B FADS2 PLSCR1 FDFT1 STARD4 SC5D IDI1 ACAT2 MVD ATF5 FASN NIBAN1 CLU PDK3 ABCA2 GNAI1 LPL SQLE SCD DHCR7 FABP5 HMGCS1 HSD17B7 EBP ACTG1 NFIL3 PPARG HMGCR LDLR PNRC1 CYP51A1 FDPS CD9 GLDC ANTXR2 CXCL16 FBXO6 HEL-S-4 TRIB3 PCYT2 GPX8 SREBF2 ETHE1 ATF3 HEL-S-7 TNFRSF12A STX5A ACSS2 MVK ATXN2 PMVK TP53INP1 CHKA HALLMARK_MYC_TARGETS_V2%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V2%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V2%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V2 HALLMARK_MYC_TARGETS_V2%MSigdbHallmark%HALLMARK_MYC_TARGETS_V2 GNL3 RCL1 NIP7 PPAN NOC4L TMEM97 RABEPK WDR43 TCOF1 MCM5 PES1 UTP20 SORD FARSLA MAP3K6 PRMT3 WDR74 IMP4 TFB2M PPRC1 BYSL HSPD1 MYBBP1A LAS1L SRM GRWD1 NOLC1 NDUFAF4 MRTO4 MPHOSPH10 NOP2 DCTPP1 UNG NOP16 CBX3 PA2G4 AIMP2 EXOSC5 NOP56 CDK4 NPM1 DUSP2 RRP9 PLK4 PLK1 MYC HK2 SLC19A1 HALLMARK_ALLOGRAFT_REJECTION%MSIGDBHALLMARK%HALLMARK_ALLOGRAFT_REJECTION%MSIGDBHALLMARK%HALLMARK_ALLOGRAFT_REJECTION%MSIGDBHALLMARK%HALLMARK_ALLOGRAFT_REJECTION HALLMARK_ALLOGRAFT_REJECTION%MSigdbHallmark%HALLMARK_ALLOGRAFT_REJECTION FLNA SOCS1 NLRP3 IL2RG INHBA TGFB1 B2M STAB1 CD40LG IFNAR2 LIF INHBB IL10 HLA-A HLA-G IFNGR2 CCL4 TLR1 HIF1A TLR3 ST8SIA4 RARS1 CD47 HLA-DQA1 GBP2 CCL22 ACVR2A PRF1 TNF IL7 EREG LYN CD40 CXCL13 BCL10 CXCL9 IL6 LTB IL15 RIPK2 IL12RB1 CCR1 TAPBP TNFSF6 IL2RA IRF4 CTSS IRF8 NPM1 THY1 BRCA1 CDKN2A PSMB10 HLA-DMA TIMP1 EIF3J FYB1 IFNGR1 CCL7 STAT4 MBL2 IL18 CCL2 ABCE1 PTPRC EIF3D CD80 CD74 STAT1 F2 IL1B IL12B IL2RB PTPN6 LCK IRF7 HEL-S-66 LCP2 KRT1 HCLS1 HEL-S-71 SPI1 CD2 NCF4 UBE2D1 WAS RPL9 CD1D IL27RA RPS19 SIT1 IL12A HLA-DOA HLA-DOB CCL5 RPL39 CD96 CFP RPS9 PRKCB TAP2 TPD52 CARTPT HLA-E CD8B CD8A GZMA AARS1 IGSF6 EGFR CD79A ELANE SOCS5 CRTAM LY86 IL2 RPL3L IL4 IL9 DEGS1 KLRD1 ITK DYRK3 CD3G CD3E CD3D IKBKB MRPL3 CCR5 CCR2 EIF5A SRGN GPR65 IL11 IL16 RPS3A TRAF2 NCR1 ZAP70 ELF4 CCL13 CCL11 GCNT1 MTIF2 BCAT1 HLA-DMB CXCR3 CSK CCL19 NOS2 TRAT1 GALNT1 c-fgr CCND3 CD7 CCND2 FCGR2B EIF3A MMP9 NCK1 F2R PF4 MAP3K7 IFNG MAP4K1 IL13 CSF1 ACHE IL18RAP HALLMARK_E2F_TARGETS%MSIGDBHALLMARK%HALLMARK_E2F_TARGETS%MSIGDBHALLMARK%HALLMARK_E2F_TARGETS%MSIGDBHALLMARK%HALLMARK_E2F_TARGETS HALLMARK_E2F_TARGETS%MSigdbHallmark%HALLMARK_E2F_TARGETS TUBB CIT CDKN3 KPNA2 MMS22L NAA38 PSMC3IP EXOSC8 PPP1R8 PMS2 RBBP7 E2F8 GINS1 SPAG5 GINS3 ATAD2 GINS4 DONSON MRE11A RAD50 PHF5A BRMS1L RQCD1 CENPM RAD1 NOLC1 TRIP13 ZW10 SPC24 SPC25 ORC2 PA2G4 EIF2S1 CDK4 HNRNPD HEL-S-97n CDKN1A MCM7 ANP32E MSH2 MCM5 MCM6 MCM2 CDC25B RAD51C HMMR PCNA TRA2B POLD2 USP1 LIG1 PPM1D H2AZ1 CDC2 NOP56 RANBP1 DUT TOP2A CDKN1B NASP HMGB2 BRCA1 CDKN2A DEK RAN MAD2L1 TFRC RNASEH2A RFC3 RFC2 JPT1 NBN MKI67 SMC4 PTTG1 CHEK1 DDX39A MTHFD2 DEPDC1 DCTPP1 WEE1 HUS1 NUP205 ILF3 POLD3 SMC3 PDS5B CCNB2 AURKA ORC6 RAD21 PLK4 SSRP1 AK2 PLK1 HMGA1 POLE4 BARD1 NUDT21 POLA2 STAG1 RPA3 UBE2S EZH2 H2AX SUV39H1 HMGB3 CTCF BRCA2 CKS1B TUBG1 MYBL2 LBR POLE CCP110 SMC1A UNG DCLRE1B ESPL1 NUP107 POP7 DLGAP5 CKS2 DSCC1 MCM3 BUB1B BIRC5 SMC6 PNN PRIM2 WDR90 RFC1 RRM2 CHEK2 TIMELESS ASF1A RPA1 ASF1B AURKB SNRPB SLBP CCNE1 CDCA3 PRKDC SHMT1 CDCA8 RAD51AP1 UBR7 LYAR HEL25 NUP153 PAICS PAN2 CDC20 KIF18B CDKN2C UBE2T MXD3 PSIP1 CROP CENPE ING3 TK1 MYC TCF19 HELLS EED TACC3 HALLMARK_ESTROGEN_RESPONSE_EARLY%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_EARLY%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_EARLY%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_EARLY HALLMARK_ESTROGEN_RESPONSE_EARLY%MSigdbHallmark%HALLMARK_ESTROGEN_RESPONSE_EARLY FLNB MUC1 LRIG1 AQP3 RET SEMA3B FARP1 SFN SLC19A2 NAV2 KLF10 KRT13 FCMR WWC1 NADSYN1 DEPTOR TBC1D30 SLC39A6 PDLIM3 SYBU INHBB MREG ATL1-beta KAZN KCNK15 MINDY1 HEL-S-10 SLC1A1 ISG20L2 RHOBTB3 UGCG SYNGR1 SLC27A2 INPP5F SLC37A1 GREB1 ENDOD1 MED13L UNC119 RETREG1 RP13-360B22.2 LAD1 FHL2 ABCA3 MYBL1 ELF1 MSMB SLC7A2 SVIL TGIF2 P2RY2 ELOVL2 GAB2 CBFA2T3 ESRP2 MPPED2 ASB13 ADCY1 THSD4 OLFML3 SH3BP5 NCOR2 KDM4B ZNF185 SNX24 TTC39A FKBP4 MLPH RAB17 CCND1 FOS WFS1 DHRS3 IGFBP4 PTGES STC2 PMAIP1 TOB1 CLDN7 HR RAPGEFL1 KLF4 SOX3 TPD52L1 RPS6KA2 CELSR1 MYB B4GALT1 CISH NPY1R OVOL2 RAB31 SCNN1A PGR CELSR2 NBL1 FKBP5 SLC26A2 RARA GJA1 ARL3 CALB2 ABHD2 CALCR ALDH3B1 PAPSS2 FDFT1 TFAP2C OPN3 MYBBP1A KCNK5b MED24 CXCL12 ELF3 TFF3 CANT1 SLC22A5 CLIC3 KRT18 NXT1 SCARB1 AREG AFF1 CD44 SLC1A4 CYP26B1 CCN5 ANXA9 FASN DYNLT3 ITPK1 SULT2B1 MYOF XBP1 PLAAT3 IL17RB TIAM1 TFF1 FOXC1 SLC24A3 TMPRSS3 TIPARP SIAH2 RBBP8 TPBG EEIG1 MICB BCL2 DHCR7 AMFR DHRS2 KLK10 KRT19 CHPT1 ELOVL5 FRK IGF1R TJP3 ADCY9 SLC7A5 PRSS23 HES1 ABAT ADD3 BHLHB2 CA12 BAG1 NHERF1 OLFM1 GLA PPIF REEP1 IL6ST HSPB8 MYC HALLMARK_PI3K_AKT_MTOR_SIGNALING%MSIGDBHALLMARK%HALLMARK_PI3K_AKT_MTOR_SIGNALING%MSIGDBHALLMARK%HALLMARK_PI3K_AKT_MTOR_SIGNALING%MSIGDBHALLMARK%HALLMARK_PI3K_AKT_MTOR_SIGNALING HALLMARK_PI3K_AKT_MTOR_SIGNALING%MSigdbHallmark%HALLMARK_PI3K_AKT_MTOR_SIGNALING STAT2 ARF1 CLTC UBE2D3 PTEN SLA TNFRSF1A HEL-S-125m TBK1 AP2M1 SFN IL2RG LCK MAP2K3 HEL-S-71 PIK3R3 DAPP1 PRKCB CDK4 ACACA MAPK1 CXCR4 EGFR CDKN1A RIPK1 TIAM1 FGF22 IL4 PFN1 RIT1 RAF1 HRAS NFKBIB GSK3B ATF1 ACTR3 PRKAG1 ACTR2 ECSIT GNGT1 TRAF2 RPTOR FGF6 MYD88 PPP2R1B TSC2 RPS6KA1 HEL-S-1 VAV3 PLA2G12A SQSTM1 DUSP3 IRAK4 AKT1S1 CSNK2B PLCB1 PRKAA2 CAMK4 RALB RAC1 CAB39 MAPKAP1 ITPR2 HEL-S-99n GRB2 HEL-S-15 GNA14 MAPK9 MAPK8 NCK1 ADRBK1 MAP2K6 PAK4 SMAD2 EIF4E FGF17 PTPN11 MAPK10 PIKFYVE TNFSF6 CDC2 ARPC3 CDK2 PIN1 CDKN1B DDIT3 NOD1 MAP3K7 PLCG1 TRIB3 NGF HEL-S-47e HALLMARK_UV_RESPONSE_DN%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_DN%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_DN%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_DN HALLMARK_UV_RESPONSE_DN%MSigdbHallmark%HALLMARK_UV_RESPONSE_DN ID1 BMPR1A PLPP3 LPAR1 TFPI CDC42BPA ATXN1 FHL2 ATP2C1 HAS2 COL3A1 SLC67A1 NFKB1 ATP2B1 ACVR2A IRS1 SDC2 AKT3 RXRA PRDM2 CDON SFMBT1 PRKCE DYRK1A CDKN1B RUNX1 MAP1B SCN8A AMPH CACNA1A COL5A2 KALRN LTBP1 SRI GRK5 MAP2K5 DMAC2L FZD2 RBPMS NR1D2 CITED2 PHF3 CELF2 PIK3CD VLDLR PTPRM SYNE1 NIPBL DBP SIPA1L1 WDR37 TGFBR3 MIOS F3 TGFBR2 PTEN PLCB4 MMP16 RGS4 KCNMA1 GJA1 KIT MRPS31 SPOP APBB2 FAM179B NFIB AGGF1 ADGRL2 IGFBP5 ADORA2B ERBB2 VAV2 FBLN5 BDNF INSIG1 COL1A2 NR3C1 PIK3R3 PTGFR SNAI2 FYN LAMC1 NOTCH2 YTHDC1 PRKCA MT1E TJP1 CAP2 ATP2B4 PMP22 MGLL CYR61 IGF1R ANXA2 GCNT1 ITGB3 PPARG ADD3 BHLHB2 PTPN21 ZMIZ1 LDLR INPP4B SLC7A1 PEX14 COL1A1 RASA2 NRP1 ANXA4 POLS MAPK14 ABCC1 SCHIP1 MYC HALLMARK_P53_PATHWAY%MSIGDBHALLMARK%HALLMARK_P53_PATHWAY%MSIGDBHALLMARK%HALLMARK_P53_PATHWAY%MSIGDBHALLMARK%HALLMARK_P53_PATHWAY HALLMARK_P53_PATHWAY%MSIGDBHALLMARK%HALLMARK_P53_PATHWAY HALLMARK_GLYCOLYSIS%MSIGDBHALLMARK%HALLMARK_GLYCOLYSIS%MSIGDBHALLMARK%HALLMARK_GLYCOLYSIS%MSIGDBHALLMARK%HALLMARK_GLYCOLYSIS HALLMARK_GLYCOLYSIS%MSIGDBHALLMARK%HALLMARK_GLYCOLYSIS HALLMARK_KRAS_SIGNALING_DN%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_DN%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_DN%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_DN HALLMARK_KRAS_SIGNALING_DN%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_DN HALLMARK_COMPLEMENT%MSIGDBHALLMARK%HALLMARK_COMPLEMENT%MSIGDBHALLMARK%HALLMARK_COMPLEMENT%MSIGDBHALLMARK%HALLMARK_COMPLEMENT HALLMARK_COMPLEMENT%MSIGDBHALLMARK%HALLMARK_COMPLEMENT HALLMARK_MYOGENESIS%MSIGDBHALLMARK%HALLMARK_MYOGENESIS%MSIGDBHALLMARK%HALLMARK_MYOGENESIS%MSIGDBHALLMARK%HALLMARK_MYOGENESIS HALLMARK_MYOGENESIS%MSIGDBHALLMARK%HALLMARK_MYOGENESIS HALLMARK_APOPTOSIS%MSIGDBHALLMARK%HALLMARK_APOPTOSIS%MSIGDBHALLMARK%HALLMARK_APOPTOSIS%MSIGDBHALLMARK%HALLMARK_APOPTOSIS HALLMARK_APOPTOSIS%MSIGDBHALLMARK%HALLMARK_APOPTOSIS HALLMARK_HYPOXIA%MSIGDBHALLMARK%HALLMARK_HYPOXIA%MSIGDBHALLMARK%HALLMARK_HYPOXIA%MSIGDBHALLMARK%HALLMARK_HYPOXIA HALLMARK_HYPOXIA%MSIGDBHALLMARK%HALLMARK_HYPOXIA HALLMARK_MYC_TARGETS_V1%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V1%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V1%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V1 HALLMARK_MYC_TARGETS_V1%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V1 HALLMARK_MTORC1_SIGNALING%MSIGDBHALLMARK%HALLMARK_MTORC1_SIGNALING%MSIGDBHALLMARK%HALLMARK_MTORC1_SIGNALING%MSIGDBHALLMARK%HALLMARK_MTORC1_SIGNALING HALLMARK_MTORC1_SIGNALING%MSIGDBHALLMARK%HALLMARK_MTORC1_SIGNALING HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSIGDBHALLMARK%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSIGDBHALLMARK%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSIGDBHALLMARK%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSIGDBHALLMARK%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY HALLMARK_INTERFERON_GAMMA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_GAMMA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_GAMMA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_GAMMA_RESPONSE HALLMARK_INTERFERON_GAMMA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_GAMMA_RESPONSE HALLMARK_G2M_CHECKPOINT%MSIGDBHALLMARK%HALLMARK_G2M_CHECKPOINT%MSIGDBHALLMARK%HALLMARK_G2M_CHECKPOINT%MSIGDBHALLMARK%HALLMARK_G2M_CHECKPOINT HALLMARK_G2M_CHECKPOINT%MSIGDBHALLMARK%HALLMARK_G2M_CHECKPOINT HALLMARK_HEME_METABOLISM%MSIGDBHALLMARK%HALLMARK_HEME_METABOLISM%MSIGDBHALLMARK%HALLMARK_HEME_METABOLISM%MSIGDBHALLMARK%HALLMARK_HEME_METABOLISM HALLMARK_HEME_METABOLISM%MSIGDBHALLMARK%HALLMARK_HEME_METABOLISM HALLMARK_FATTY_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_FATTY_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_FATTY_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_FATTY_ACID_METABOLISM HALLMARK_FATTY_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_FATTY_ACID_METABOLISM HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSIGDBHALLMARK%HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSIGDBHALLMARK%HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSIGDBHALLMARK%HALLMARK_WNT_BETA_CATENIN_SIGNALING HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSIGDBHALLMARK%HALLMARK_WNT_BETA_CATENIN_SIGNALING HALLMARK_UV_RESPONSE_UP%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_UP%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_UP%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_UP HALLMARK_UV_RESPONSE_UP%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_UP HALLMARK_XENOBIOTIC_METABOLISM%MSIGDBHALLMARK%HALLMARK_XENOBIOTIC_METABOLISM%MSIGDBHALLMARK%HALLMARK_XENOBIOTIC_METABOLISM%MSIGDBHALLMARK%HALLMARK_XENOBIOTIC_METABOLISM HALLMARK_XENOBIOTIC_METABOLISM%MSIGDBHALLMARK%HALLMARK_XENOBIOTIC_METABOLISM HALLMARK_MITOTIC_SPINDLE%MSIGDBHALLMARK%HALLMARK_MITOTIC_SPINDLE%MSIGDBHALLMARK%HALLMARK_MITOTIC_SPINDLE%MSIGDBHALLMARK%HALLMARK_MITOTIC_SPINDLE HALLMARK_MITOTIC_SPINDLE%MSIGDBHALLMARK%HALLMARK_MITOTIC_SPINDLE HALLMARK_BILE_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_BILE_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_BILE_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_BILE_ACID_METABOLISM HALLMARK_BILE_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_BILE_ACID_METABOLISM HALLMARK_DNA_REPAIR%MSIGDBHALLMARK%HALLMARK_DNA_REPAIR%MSIGDBHALLMARK%HALLMARK_DNA_REPAIR%MSIGDBHALLMARK%HALLMARK_DNA_REPAIR HALLMARK_DNA_REPAIR%MSIGDBHALLMARK%HALLMARK_DNA_REPAIR HALLMARK_COAGULATION%MSIGDBHALLMARK%HALLMARK_COAGULATION%MSIGDBHALLMARK%HALLMARK_COAGULATION%MSIGDBHALLMARK%HALLMARK_COAGULATION HALLMARK_COAGULATION%MSIGDBHALLMARK%HALLMARK_COAGULATION HALLMARK_INFLAMMATORY_RESPONSE%MSIGDBHALLMARK%HALLMARK_INFLAMMATORY_RESPONSE%MSIGDBHALLMARK%HALLMARK_INFLAMMATORY_RESPONSE%MSIGDBHALLMARK%HALLMARK_INFLAMMATORY_RESPONSE HALLMARK_INFLAMMATORY_RESPONSE%MSIGDBHALLMARK%HALLMARK_INFLAMMATORY_RESPONSE HALLMARK_APICAL_JUNCTION%MSIGDBHALLMARK%HALLMARK_APICAL_JUNCTION%MSIGDBHALLMARK%HALLMARK_APICAL_JUNCTION%MSIGDBHALLMARK%HALLMARK_APICAL_JUNCTION HALLMARK_APICAL_JUNCTION%MSIGDBHALLMARK%HALLMARK_APICAL_JUNCTION HALLMARK_KRAS_SIGNALING_UP%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_UP%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_UP%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_UP HALLMARK_KRAS_SIGNALING_UP%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_UP HALLMARK_APICAL_SURFACE%MSIGDBHALLMARK%HALLMARK_APICAL_SURFACE%MSIGDBHALLMARK%HALLMARK_APICAL_SURFACE%MSIGDBHALLMARK%HALLMARK_APICAL_SURFACE HALLMARK_APICAL_SURFACE%MSIGDBHALLMARK%HALLMARK_APICAL_SURFACE HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSIGDBHALLMARK%HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSIGDBHALLMARK%HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSIGDBHALLMARK%HALLMARK_UNFOLDED_PROTEIN_RESPONSE HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSIGDBHALLMARK%HALLMARK_UNFOLDED_PROTEIN_RESPONSE HALLMARK_ESTROGEN_RESPONSE_LATE%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_LATE%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_LATE%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_LATE HALLMARK_ESTROGEN_RESPONSE_LATE%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_LATE HALLMARK_NOTCH_SIGNALING%MSIGDBHALLMARK%HALLMARK_NOTCH_SIGNALING%MSIGDBHALLMARK%HALLMARK_NOTCH_SIGNALING%MSIGDBHALLMARK%HALLMARK_NOTCH_SIGNALING HALLMARK_NOTCH_SIGNALING%MSIGDBHALLMARK%HALLMARK_NOTCH_SIGNALING HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSIGDBHALLMARK%HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSIGDBHALLMARK%HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSIGDBHALLMARK%HALLMARK_TNFA_SIGNALING_VIA_NFKB HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSIGDBHALLMARK%HALLMARK_TNFA_SIGNALING_VIA_NFKB HALLMARK_ANDROGEN_RESPONSE%MSIGDBHALLMARK%HALLMARK_ANDROGEN_RESPONSE%MSIGDBHALLMARK%HALLMARK_ANDROGEN_RESPONSE%MSIGDBHALLMARK%HALLMARK_ANDROGEN_RESPONSE HALLMARK_ANDROGEN_RESPONSE%MSIGDBHALLMARK%HALLMARK_ANDROGEN_RESPONSE 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