HALLMARK_P53_PATHWAY%MSIGDBHALLMARK%HALLMARK_P53_PATHWAY HALLMARK_P53_PATHWAY 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 TAP1 CGRRF1 PRKAB1 TM4SF1 PROCR MAPKAPK3 DDIT3 DDIT4 NINJ1 TXNIP S100A4 TRIB3 NUPR1 ANKRA2 ISCU ATF3 EPHA2 POM121 NOTCH1 ABHD4 RETSAT SLC35D1 RRAD AK1 HSPA4L TGFA PDGFA XPC KLK8 CDKN2AIP LDHB NHLH2 SOCS1 IRAK1 ZMAT3 CLCA2 HMOX1 SFN IP6K2 SLC19A2 S100A10 HEXIM1 JAG2 PLK3 JUN ST14 TGFB1 PMM1 GADD45A FUCA1 PLK2 ZBTB16 EPHX1 OSGIN1 LIF INHBB ALOX15B H1-2 PTPRE BMP2 H2AC25 TCN2 SP1 MDM2 SDC1 PLXNB2 MXD1 FGF13 ADA MXD4 RAD9A CSRNP2 BTG2 CDKN1A BTG1 ITGB4 TCHH IKBKAP TRIAP1 SLC7A11 PITPNC1 PIDD1 SEC61A1 HINT1 GM2A KIF13B CTSF WDR8 HRAS ZNF365 GPX2 APAF1 PRMT2 ABCC5 SPHK1 DCXR RHBDF2 VWA5A AEN FOS SERPINB5 DDB2 VAMP8 IL1A H2AJ 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 TPRKB WWP1 BAIAP2 KLF4 TPD52L1 BLCAP DEF6 CCNG1 BAX FAS ERCC5 COQ8A CDK5R1 HALLMARK_MITOTIC_SPINDLE%MSIGDBHALLMARK%HALLMARK_MITOTIC_SPINDLE HALLMARK_MITOTIC_SPINDLE HCTP4 CCNB2 RHOT2 BCL2L11 KIF3B CEP72 STK38L CEP192 KIF3C ECT2 MARK4 MYH10 SPTBN1 SAC3D1 PLK1 TBCD ARHGAP29 ARHGAP27 HOOK3 SSH2 CDC2 NET1 NF1 SASS6 TUBGCP5 TUBGCP6 CNTROB MAP3K11 CEP57 TOP2A DOCK4 NUMA1 KIF11 WASL ARHGAP5 BRCA2 KIF15 ARHGAP4 SEPT9 PCM1 CAPZB CNTRL NCK2 TLK1 KIF1B SPTAN1 DLGAP5 NCK1 ARHGEF11 PLEKHG2 ARHGEF12 DST RFC1 SHROOM2 KIF23 SHROOM1 RHOF SMC1A CKAP5 DYNLL2 LATS1 ARHGAP10 ESPL1 INCENP PALLD CDC42EP4 RASA2 ARHGEF3 CDC42EP2 CDC42EP1 MYH9 BIRC5 ARHGEF2 ARHGEF7 MAPRE1 RAPGEF5 SOS1 DOCK2 RAPGEF6 PAFAH1B1 ARF6 KNS2 STAU1 ROCK1 KATNB1 TUBD1 NEDD9 TTK HDAC6 AURKA HEL-S-47e CDC42 CYTH2 FGD4 FGD6 KATNA1 FLNA RICTOR FLNB PCNT WASF1 WASF2 CLASP1 ARFGEF1 DYNC1H1 FARP1 PCGF5 MID1IP1 RANBP9 MYO9B CDC42BPA LRPPRC MYO1E CENPE MARCKS CENPF APC PRC1 ALMS1 TAOK2 RAB3GAP1 HEL2 TRIO HEL114 SMC3 SMC4 UXT PREX1 PPP4R2 OPHN1 CDC27 NUSAP1 CEP250 NEK2 KNTC1 FBXO5 KIFAP3 SYNPO CDK5RAP2 HEL-S-61 RALBP1 KNTC2 MAP1S CEP131 CSNK1D TSC1 ACTN4 MID1 TUBA4A CD2AP BCR CLIP2 TIAM1 BIN1 KIF20B EZR ARL8A LLGL1 NOTCH2 PIF1 CPAP PXN HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION%MSIGDBHALLMARK%HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION NT5E ABI3BP GPC1 SPP1 SPOCK1 CD59 SLIT3 SLIT2 MSX1 PDLIM4 CAP2 CTHRC1 PRRX1 VEGFC VEGFA MFAP5 COL3A1 FAP MGP PMP22 PTX3 CRLF1 SNTB1 DST FLNA JUN TGFB1 GADD45A FUCA1 OXTR COL16A1 SPARC SERPINE2 WIPF1 COL12A1 TNC HEL113 PLOD3 SDC1 PLOD2 PLOD1 HEL-S-273 ENO2 FGF2 LOXL1 CTGF LOXL2 MYLK COMP CDH6 RGS4 DKFZp686P11128 GJA1 CDH2 BASP1 DPYSL3 PRSS2 POSTN IGFBP4 APLP1 IGFBP2 TPM1 P3H1 PCOLCE HEL-S-66 DKK1 GEM SFRP4 SFRP1 LOX COL4A2 COL4A1 ADAM12 COL8A2 PPIB MXRA5 SCG2 PFN2 FBN2 COPA NNMT SDC4 NTM HTRA1 TNFRSF11B THY1 FBLN2 NID2 FBLN5 CALD1 QSCN6 VCAM1 CADM1 MAGEE1 GADD45B BDNF TFPI2 FZD8 INHBA COL1A1 IL6 BMP1 COL1A2 CXCL12 SLC6A8 COL5A3 ID2 COL5A2 CALU SNAI2 TGFBI FERMT2 FBN1 ITGB1 CXCL6 CXCL8 ECM2 ITGB5 MCM7 ITGB3 TNFAIP3 FAS LAMC2 CXCL1 LAMC1 AREG CYR61 GLIPR1 SGCD SGCB TIMP3 ITGAV HEL-S-108 TIMP1 COLGALT1 EDIL3 SGCG TNFRSF12A IL15 ITGA2 MMP2 MMP3 PLAUR GPX7 EMP3 DCN RHOB ACTA2 GREM1 TGFBR3 VCAN MMP14 CDH11 TMEPAI GAS1 MATN3 CD44 FOXC2 PCOLCE2 LAMA1 LAMA3 THBS2 NOTCH2 THBS1 FSTL1 PTHLH FSTL3 HALLMARK_PI3K_AKT_MTOR_SIGNALING%MSIGDBHALLMARK%HALLMARK_PI3K_AKT_MTOR_SIGNALING HALLMARK_PI3K_AKT_MTOR_SIGNALING CDKN1A CDC2 ATF1 HEL-S-71 GSK3B HRAS ARF1 CDKN1B CLTC UBE2D3 PRKAG1 PTEN SLA ECSIT HEL-S-125m GNGT1 RPTOR RPS6KA3 TBK1 PPP2R1B RPS6KA1 HEL-S-1 RAC1 MAP3K7 AP2M1 VAV3 MAP2K3 NCK1 ACTR3 ACTR2 PLA2G12A DUSP3 PRKCB TSC2 TRAF2 FGF7B IRAK4 NGF TNFRSF1A LCK AKT1S1 CSNK2B PLCB1 PFN1 RAF1 SQSTM1 PRKAA2 RALB CAB39 MAPKAP1 ITPR2 CXCR4 DDIT3 PIK3R3 DAPP1 NOD1 FGF6B IL2RG TRIB3 HEL-S-99n EGFR ACACA HEL-S-15 GNA14 MAPK9 MAPK8 ADRBK1 MAPK1 RIPK1 PLCG1 EIF4E FGF22 MAP2K6 HEL-S-47e PAK4 SMAD2 STAT2 PTPN11 MAPK10 IL4 PIKFYVE RIT1 TNFSF6 ARPC3 CDK4 CAMK4 SFN CDK2 PIN1 GRB2 MYD88 NFKBIB TIAM1 HALLMARK_GLYCOLYSIS%MSIGDBHALLMARK%HALLMARK_GLYCOLYSIS HALLMARK_GLYCOLYSIS NT5E PSMC4 CTH GPC1 AGRN POLR3K PFKP VEGFA CDC2 CXCR4 DDIT4 EGFR AURKA TGFA ERO1A HEL-S-278 CHPF HEL-S-75 ZNF292 XYLT2 ENO1 HS6ST2 HEL-S-89n DPYSL4 CAPN5 NDST3 PDK3 SOX9 SLC16A3 IL13RA1 RARS1 HEL-S-304 GLCE COG2 SDHC ALG1 MIF SDC1 PLOD2 PHKA2 PLOD1 SAP30 TPST1 ENO2 CLDN3 CLDN9 RRAGD PKP2 KDELR3 RBCK1 KIF20A FKBP4 ALDH7A1 DSC2 GNE COPB2 PFKFB1 PAXIP1 ABCB6 GPR87 SDC2 SDC3 STC1 AK3 AK4 TXN HMMR ARPP19 CACNA1H FUT8 CHST12 STC2 RAA1 NDUFV3 ANKZF1 LHPP HOMER1 HEL-S-165mP ECD GFPT1 GOT2 SRD5A3 HEL-S-133P B3GALT6 EXT1 ISG20 EXT2 EFNA3 GCLC P4HA1 NASP ARTN QSCN6 P4HA2 HEL20 GALK2 LHX9 PYGB B4GALT1 HEL-S-32 CITED2 HEL-S-30 PYGL VLDLR HK2 HS2ST1 HEL-S-69p GMPPB GYS2 GYS1 NANP CASP6 ME1 TGFBI PGM2 ME2 SLC37A4 GUSB MIOX CHST6 CHPF2 PGAM1 PGAM2 HEL-S-68p HEL-S-26 HEL-S-19 HAX1 MED24 ELF3 ADORA2B B3GNT3 TFF3 DEPDC1 CHST1 SLC25A10 ANGPTL4 ALDOB CHST4 LCT DLD MET B4GALT4 FBP2 SLC25A13 ALDH9A1 HEL-S-87p IDUA RPE DCN GLRX NOL3 CENPA CLN6 MXI1 VCAN GPC3 GPC4 EGLN3 SLC35A3 B3GAT3 MDH2 CD44 BIK AGL TPBG B3GAT1 SPAG4 HEL-S-44 MERTK HEL-S-49 GNPDA1 PC HALLMARK_WNT_BETA_CATENIN_SIGNALING%MSIGDBHALLMARK%HALLMARK_WNT_BETA_CATENIN_SIGNALING HALLMARK_WNT_BETA_CATENIN_SIGNALING HDAC5 HDAC2 MAML1 HDAC11 LEF1 PSEN2 RBPJ NR1C2 NKD1 GNAI1 FRAT1 MYC HEY2 DVL2 NOTCH1 SKP2 WNT1 FZD1 WNT5B PTCH1 AXIN1 AXIN2 CSNK1E DKK4 DKK1 NCOR2 ADAM17 KAT2A NUMB CTNNB1 JAG2 CCND2 FZD8 HALLMARK_SPERMATOGENESIS%MSIGDBHALLMARK%HALLMARK_SPERMATOGENESIS HALLMARK_SPERMATOGENESIS CCNB2 CDC2 CLPB CHRM4 GFI1 ACRBP CCT6B TEKT2 PAPOLB IL13RA2 AGFG1 TLE4 PRM2 CSNK2A2 PIAS2 ZPBP ADAM2 ZC2HC1C MTNR1A SCG5 VDAC3 SCG3 HOXB1 STAM2 TSSK2 CFTR DPEP3 DDX4 ALOX15 ART3 OAZ3 FLJ13057 PGS1 PCSK1N NPHP1 IP6K1 ZC3H14 RPL39L GSTM3 PDHA2 ODF1 BRAF HSPA2 SNAP91 H1-6 TUBA2 RAD17 PSMG1 NF2 CNIH2 SPMAP2 EZH2 SYCP1 MAST2 HEL-S-34 IDE COIL TTK SHE HSPA4L HEL162 AURKA GRM8 GSG1 TOPBP1 NEFH HBZ PACRG RFC4 NPY5R DCC PARP2 ELOVL3 SIRT1 CAMK4 MLF1 TSN ARL4A DBF4 MEP1B DMC1 HEL-S-278 ACRV1 TULP2 CST8 AKAP4 ZNRF4 PHKG2 TNNI3 JAM3 CLVS1 SLC12A2 DMRT1 GAD1 NAA11 SEPTIN4 HTR5A CHFR MTOR POMC TNP2 LPIN1 TNP1 CDKN3 ACKR5 NEK2 HALLMARK_APOPTOSIS%MSIGDBHALLMARK%HALLMARK_APOPTOSIS HALLMARK_APOPTOSIS CTH RHOT2 BCL2L11 LEF1 PSEN2 CDKN1B TOP2A CTNNB1 APP SPTAN1 CCND2 FDXR F2R SQSTM1 TAP1 DDIT3 TXNIP ATF3 ROCK1 RETSAT NEDD9 NEFH TNFSF6 HMOX1 CDK2 JUN GADD45A BMP2 IFITM3 PRF1 PLAT ENO2 CLU TNF CCND1 TNFSF10 BTG2 BNIP3L CDKN1A HGF CDC25B EREG FEZ1 MADD DAP3 DIABLO PSEN1 BCL10 EBP PPP3R1 BCL2L10 ANKH PMAIP1 BMF CD14 IGFBP6 MCL1 CREBBP GSTM1 H1-0 IGF2R CYLD DAP PPT1 BCL2L2 BCL2L1 BTG3 HMGB2 BRCA1 IL1A CASP9 CASP8 CASP3 CASP4 CASP2 ISG20 PBR HEL-S-102 DFFA GPX1 ANXA1 GPX4 GPX3 IFNGR1 IL18 PPP2R5B EMP1 GADD45B AVPR1A F2 DNAJC3 HEL-75 IRF1 IL1B IL6 DPYD RARA ETF1 PLCB2 BIRC3 RNASEL GUCY2D SATB1 CASP6 SLC20A1 PLPPR4 RELA ADD1 GNA15 PAK1 ERBB3 ERBB2 LMNA SC5D BCAP31 IFNB1 BAX MGMT FAS CD2 WEE1 KRT18 CD69 TIMP3 TIMP1 TNFRSF12A MMP2 DCN RHOB TGFBR3 CD44 BIK HEL-S-44 HALLMARK_COMPLEMENT%MSIGDBHALLMARK%HALLMARK_COMPLEMENT HALLMARK_COMPLEMENT MAFF GNB4 CALM1 CPM SERPINA1 DYRK2 CD59 ITGAM CPQ DOCK9 PLEK PCSK9 CTSS CTSO AKAP10 GNGT2 PCLO CASP5 CASP10 CTSL KYNU CTSH KLNA1 OLR1 CD36 HEL-S-7 CTSC DUSP5 CR2 SERPINB2 CR1 DOCK4 FCER1G GP1BA APOA4 SIRT6 F3 ADRA2B F5 MMP12 HEL-S-130P HEL-76 F7 F8 PLSCR1 PIK3CA MMP15 IRF2 IRF7 LCP2 CD46 L3MBTL4 C1QA USP14 CEBPB SCG3 USP15 USP16 C1S C1R SERPINC1 TMPRSS6 LCK SRC WAS GNAI3 PLG PFN1 PRCP RAF1 RNF4 PPM2C GNG2 SPOCK2 CCL5 FYN SH2B3 CD55 F10 GCA HEL-S-62p KCNIP3 GZMA ATOX1 ARHG GZMK CD40LG XPNPEP1 APOC1 KLKB1 C1QC MSRB1 GRB2 HEL-S-89n PLAT CLU PSEN1 COL4A2 RAA1 CASP9 CASP3 CASP4 F2 TFPI2 IRF1 IL6 ME1 TNFAIP3 CXCL1 CDK5R1 DGKG FCN1 CDA GMFB C4BPB LIPA NR2A1 DOCK10 TIMP1 LAMP2 PIM1 ACTN2 HPCAL4 GPD2 FDX1 ADAM9 SERPING1 LAP3 PLAUR S100A9 CFH GATA3 PLA2G7 PIK3R5 C2 DPP4 VCPIP1 PPP4C MMP14 C9 S100A13 S100A12 RCE1 STX4A LYN APOBEC3F APOBEC3G BRPF3 CP MT3 EHD1 GP9 GNB2 HALLMARK_E2F_TARGETS%MSIGDBHALLMARK%HALLMARK_E2F_TARGETS HALLMARK_E2F_TARGETS CCNB2 PLK1 MYC CDC2 CDKN1B TOP2A BRCA2 CCP110 DLGAP5 RFC1 SMC1A ESPL1 BIRC5 EZH2 DCLRE1B JPT1 NUP107 POP7 TFRC AURKA DSCC1 BUB1B SMC6 MKI67 CDC20 PNN PTTG1 WDR90 CHEK2 CHEK1 NBN CDK4 LIG1 HUS1 ILF3 DDX39A MSH2 CCNE1 MTHFD2 ZW10 TIMELESS ASF1A ASF1B SNRPB SLBP CENPE NUP205 RNASEH2A CDCA3 PRKDC SHMT1 AK2 CDCA8 NOLC1 PDS5B RAD51AP1 ORC6 UBR7 RAD21 ORC2 LYAR BARD1 CDKN3 PLK4 HEL25 HMGA1 NUP153 PA2G4 EIF2S1 PAICS PAN2 POLA2 CDKN1A STAG1 CDC25B KIF18B UBE2S UBE2T ANP32E HNRNPD MXD3 H2AX HEL-S-97n SUV39H1 HMGB3 PSIP1 CTCF CKS1B CROP ING3 HMMR MYBL2 TK1 LBR POLE TCF19 HELLS RFC3 RFC2 EED TUBB CTPS1 TUBG1 HMGB2 CIT BRCA1 MMS22L CKS2 MCM3 RAD51C MCM5 NAA38 MCM6 DCTPP1 MCM2 PRIM2 AURKB PCNA UNG NASP POLD3 PSMC3IP TRA2B EXOSC8 POLD2 PPP1R8 USP1 PMS2 PPM1D RBBP7 E2F8 GINS1 H2AZ1 NOP56 RANBP1 DUT CDKN2C RRM2 SPAG5 GINS3 ATAD2 GINS4 DONSON CDKN2A RPA1 MRE11A SSRP1 DEK POLE4 NUDT21 RAD50 PHF5A MCM7 RPA3 BRMS1L RQCD1 TACC3 WEE1 CENPM RAD1 TRIP13 RAN SPC24 SMC3 MAD2L1 SMC4 DEPDC1 SPC25 HALLMARK_G2M_CHECKPOINT%MSIGDBHALLMARK%HALLMARK_G2M_CHECKPOINT HALLMARK_G2M_CHECKPOINT HCTP4 TNPO2 CCNB2 SS18 RBM14 HEL-S-72p HEL164 H2BC12 CCNA2 SLC7A5 SFPQ RBL1 TFDP1 DTYMK DKFZp666G145 SLC7A1 PLK1 HIRA PURA MYC WRN CDC45 NSD2 E2F2 CDC2 DMD E2F3 E2F4 SRSF10 GINS2 CASP8AP2 H2AZ2 CDKN1B POLS EGF TOP2A MAPK14 PML NUMA1 CUL4A KIF11 MEIS1 pk BRCA2 KIF15 KIF23 SMC1A ESPL1 INCENP BIRC5 PAFAH1B1 EZH2 JPT1 TTK AURKA MKI67 CDC20 KATNA1 PTTG1 CHEK1 CDK4 HUS1 ILF3 DDX39A DBF4 TGFB1 CENPE MARCKS CENPF SLC12A2 PRC1 NOLC1 PDS5B ORC6 RAD21 BARD1 CDKN3 PLK4 SAP30 HMGA1 CCND1 POLA2 STAG1 CDC25B UBE2S HNRNPD H2AX SUV39H1 HMGB3 CTCF CKS1B HMMR MYBL2 LBR POLE CKS2 MCM3 MCM5 MCM6 MCM2 PRIM2 AURKB NASP TRA2B H2AZ1 CDKN2C TACC3 MAD2L1 SMC4 ARID4A SMC2 MT2A RPS6KA5 SNRPD1 CDC27 NUSAP1 HMGN2 TLE3 NEK2 SLC38A1 SMARCC1 FBXO5 PRP4K KNL1 TRAIP DKC1 HEL-S-61 EWSR1 NCL KNTC2 NUP98 ATF5 CUL5 CENPA YTHDC1 TROAP EFNA5 HIF1A STIL UBE2C CBX1 FANCC CDC6 FOXN3 KIF20B SQLE UCK2 MNAT1 SETD8 NOTCH2 AMD1 HOXC10 CHAF1A CHMP1A HALLMARK_FATTY_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_FATTY_ACID_METABOLISM HALLMARK_FATTY_ACID_METABOLISM CD36 ACSM3 ECI2 AQP7 CPOX UBE2L6 HEL-76 ENO3 IL4I1 TDO2 HEL-S-53e UROD MLYCD PIG59 ACOT8 CPT1A GABARAPL1 MIX23 ACSL1 ACSL5 SDHD SDHA ALDH3A2 ALDH3A1 GPD1 SMS SUCLG2 SUCLG1 GCDH IDI1 SLC22A5 MAOA CD1D ADH7 ADIPOR2 ACAT2 NTHL1 RDH11 HAO2 DECR1 PDHA1 NCAPH2 UROS CIDEA DHCR24 HEL-S-128m VNN1 OSTC FASN CYP1A1 SERINC1 ACO2 REEP6 RETSAT ACADVL CYP4A22 HCCS NR1C1 PTPRG MCEE ACADL CPT2 CA4 IDH3B HEL-S-107 ACADM ACADS ADSL HSDL2 NBN HMGCS1 ELOVL5 CYP4A11 FACL4 HEL-S-25 S100A10 INMT HADHB UGDH HEL-S-278 ACOX1 EHHADH MGLL FH ECHS1 ADH1C HPGD ETFDH HSD17B4 EPHX1 LTC4S HSD17B11 HSD17B7 BPHL HSD17B10 PTS CRYZ HMGCL TP53INP2 D2HGDH SDHC PCBD1 ACSS1 MIF AADAT G0S2 GAD2 FABP1 ENO2 GSTZ1 FABP2 SUCLA2 APEX1 CRAT METAP1 HEL-S-133P HEL-S-32 H2AZ1 ME1 HEL-S-26 DLD GPD2 ALDH9A1 HEL-S-87p MDH2 SETD8 HALLMARK_TNFA_SIGNALING_VIA_NFKB%MSIGDBHALLMARK%HALLMARK_TNFA_SIGNALING_VIA_NFKB HALLMARK_TNFA_SIGNALING_VIA_NFKB MAFF PLEK VEGFA MYC KYNU PTX3 OLR1 DUSP5 SERPINB2 F3 RNF19B MAP2K3 CEBPB IER5 TNLG5A SQSTM1 TAP1 CCL5 NINJ1 ATF3 JUN GADD45A MARCKS PLK2 LIF PTPRE BMP2 TNC G0S2 MXD1 TNF CCND1 BTG2 CDKN1A CD83 BTG1 CSF2 CSF1 CD80 ETS2 IFIT2 ZFP36 ZC3H12A CCRL2 NAMPT SLC16A6 IL12B MAP3K8 DENND5A PHLDA2 CCNL1 PHLDA1 JUNB MCL1 ICOSLG GEM IER2 IL15RA SPHK1 IL23A SIK1 PLPP3 TRIB1 IL6ST FOS BHLHB2 FUT4 BTG3 SOCS3 SNN IL1A MSC ABCA1 EGR1 SDC4 EGR2 TIPARP TNFRSF9 HBEGF NFKB1 PPP1R15A NFKB2 FOSL2 NFKBIA EFNA1 FOSL1 RCAN1 YRDC IL18 CXCL11 NR4A3 GADD45B BCL6 GPR183 B4GALT1 REL NFKBIE INHBA IL7R IRF1 NFE2L2 IL1B DRAM1 IL6 RIGI TNFAIP6 TNFAIP2 SLC2A3 CXCL3 BIRC3 LITAF ID2 SLC2A6 CXCL2 PANX1 IFIH1 PDE4B RELA KLF10 TGIF1 DUSP4 CXCL6 KDM6B KLF4 EDN1 DUSP2 RIPK2 IFNGR2 TRAF1 TNFAIP3 SERPINB8 TUBB2A CXCL1 SGK1 FJX1 AREG BIRC2 CD69 CYR61 B4GALT5 PTGER4 NFAT5 BCL2A1 CEBPD PTGS2 TANK SUI1 RELB NFIL3 DNAJB4 CCL4 CCL2 HES1 LDLR LAMB3 PLAUR CCL20 ATP2B1 KLF2 PNRC1 RHOB PER1 SPSB1 KLF6 TNIP2 CLCF1 KLF9 TRIP10 TMEPAI ACKR3 F2RL1 FOSB CD44 EHD1 HALLMARK_HEDGEHOG_SIGNALING%MSIGDBHALLMARK%HALLMARK_HEDGEHOG_SIGNALING HALLMARK_HEDGEHOG_SIGNALING SLIT1 NRCAM NKX6-1 L1CAM CDK6 MYH9 VEGFA ETS2 HEY2 NF1 CDK5R1 PTCH1 PML OPHN1 TLE3 SCG2 THY1 ACHE CNTFR NRP1 NRP2 RTN1 LDB1 CRMP1 PLG CELSR1 AMOT VLDLR SHH HALLMARK_CHOLESTEROL_HOMEOSTASIS%MSIGDBHALLMARK%HALLMARK_CHOLESTEROL_HOMEOSTASIS HALLMARK_CHOLESTEROL_HOMEOSTASIS ERRFI1 GLDC CLU TMEM97 ANTXR2 ACTG1 CXCL16 TM7SF2 FADS2 FBXO6 HEL-S-4 GNAI1 STARD4 PCYT2 GPX8 SREBF2 ETHE1 PPARG EBP STX5A MVD ACSS2 HEL-S-7 MVK SEMA3B LPL HMGCR ATXN2 PMVK TP53INP1 MAL2 FDFT1 CTNNB1 NIBAN1 FDPS ABCA2 GSTM2 CHKA HEL-S-43 CYP51A1 FABP5 PLSCR1 SCD CD9 DHCR7 CPEB2 AVPR1A IDI1 ACAT2 GUSB TRIB3 ATF3 SC5D FASN NFIL3 TNFRSF12A HMGCS1 LDLR PLAUR PNRC1 ATF5 PDK3 HSD17B7 SQLE HALLMARK_INFLAMMATORY_RESPONSE%MSIGDBHALLMARK%HALLMARK_INFLAMMATORY_RESPONSE HALLMARK_INFLAMMATORY_RESPONSE SLC7A1 MYC OLR1 GP1BA F3 CD82 KIF1B NPFFR2 IRF7 CSF3 LCP2 IFITM1 CSF3R AQP9 ICAM4 AHR SLC4A4 IL18RAP RGS1 LAMP3 CLEC5A C3AR1 PROK2 LCK ROS1 TNLG5A SCN1B GNAI3 CMKLR1 IL1R1 SLC11A2 RAF1 CYBB IFNAR1 LY6E CALCRL CCL5 EBI3 C5AR1 FPR1 CD55 LPAR1 SLC1A2 MEFV HRH1 IRAK2 NLRP3 NDP ARHG MSR1 FZD5 EIF2AK2 NMI SELE BST2 MARCO SELL NMUR1 SELS RTP4 CD40 CXCL9 ATP2A2 ADM CX3CL1 GPR132 STAB1 BDKRB1 ITGB8 CCR7 FFAR2 IL10 PTGIR TNLG1B TACR3 TACR1 TNFRSF1B OSMR TAPBP TLR1 RNF144B HEL-S-75 MEP1A LTA CD48 TLR3 PTGER2 KCNA3 CXCR6 NOD2 SGMS2 LIF SRI ATP2C1 SLC7A2 CCL7 PTPRE P2RY2 PDPN HAS2 CCL17 KCNJ2 CCL24 GABBR1 CCL22 MXD1 SEMA4D SLC31A2 SLC31A1 PCDH7 IL10RA ADRM1 TNFSF10 BTG2 OSM CDKN1A OPRK1 ACVR2A P2RX7 CSF1 EREG P2RX4 AXL IL2RB TNLG8A VIP PSEN1 IL18R1 CCRL2 NAMPT IL12B CD14 ICOSLG IL15RA SPHK1 IL1A ABCA1 TNFRSF9 HBEGF NFKB1 NFKBIA RGS16 IL18 CXCL11 ACVR1B GPR183 INHBA IL7R IRF1 IL1B IL6 TNFAIP6 PDE4B RELA GNA15 CXCL6 CXCL8 EDN1 RIPK2 IFNGR2 ITGB3 CD69 ADORA2B PTGER4 TIMP1 MET IL15 CCL2 LDLR PLAUR CCL20 ATP2B1 EMP3 PIK3R5 KLF6 GPC3 HIF1A MMP14 LYN TPBG HALLMARK_TGF_BETA_SIGNALING%MSIGDBHALLMARK%HALLMARK_TGF_BETA_SIGNALING HALLMARK_TGF_BETA_SIGNALING ID2 SLC20A1 KLF10 TGIF1 SPTBN1 IFNGR2 CDKN1C BMPR2 HDAC1 FURIN ARID4B LTBP2 FNTA SKIL LEFTY2 JUNB ACVR1 NCOR2 UBE2D3 SMAD1 WWTR1 SMURF2 SMURF1 CTNNB1 NOG SMAD6 TGFBR1 HIPK2 TJP1 CDK9 FKBP1A SKI RAB31 ARHA MAP3K7 ID1 ID3 BMPR1A ENG PPP1R15A TGFB1 TMEPAI APC THBS1 BMP2 HALLMARK_INTERFERON_GAMMA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_GAMMA_RESPONSE HALLMARK_INTERFERON_GAMMA_RESPONSE HLA-DMA SLC25A28 PSMB2 STAT4 FCGR1A PFKP GBP4 PTPN1 CD74 STAT1 MX2 P2RY14 STAT3 MX1 LYSMD2 PSMB8 ZNFX1 PTPN6 PML UBE2L6 PLSCR1 IRF2 IFI30 IRF7 LCP2 C1S C1R CMKLR1 TRAFD1 TAP1 LY6E CCL5 FPR1 NOD1 TXNIP GZMA RAPGEF6 EIF2AK2 NMI BST2 RIPK1 RTP4 CD40 CXCL9 STAT2 SOCS1 ARL4A MYD88 MTHFD2 TAPBP SRI CCL7 IFITM3 IL10RA TNFSF10 RBCK1 CDKN1A BTG1 IL2RB IFIT2 NAMPT IL15RA SOCS3 VAMP8 CASP8 CASP3 CASP4 ISG20 SAMD9L NFKB1 IFITM2 SPPL2A IFI35 NFKBIA IFIT1 IFI44L IFIT3 PNP VCAM1 DHX58 CXCL11 EPSTI1 TRIM25 CMTR1 B2M TRIM21 HERC6 IRF1 ZBP1 IFNAR2 IL6 RIGI RSAD2 TNFAIP6 SP110 TNFAIP2 HLA-B ARID5B HLA-A HLA-G NUP93 IFI27 PSME2 IFIH1 CMPK2 PDE4B TRIM14 IDO1 CSF2RB HELZ2 KLRK1 RNF213 ST8SIA4 RIPK2 ISOC1 SLAMF7 ST3GAL5 TNFAIP3 FAS HLA-DQA1 PNPT1 AUTS2 IFI44 CD69 ISG15 TDRD7 PARP14 TOR1B MHC2TA PARP12 PTGS2 MT2A SELP IL7 SSPN PIM1 XAF1 GPR18 HLA-DRB1 LGALS3BP IL15 CCL2 OGFR EIF4E3 SERPING1 SECTM1 LAP3 ADAR OASL CFH IL18BP ITGB7 BATF2 ApoL6 TMT1B LATS2 BANK1 HIF1A OAS2 PSMA2 IRF4 OAS3 PELI1 XCL1 IRF8 VAMP5 IRF9 RNF31 MARCHF1 MVP FGL2 USP18 PSMB10 HALLMARK_UV_RESPONSE_DN%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_DN HALLMARK_UV_RESPONSE_DN CAP2 SLC7A1 MYC COL3A1 IRS1 PRDM2 NR3C1 PMP22 IGF1R PPARG ZMIZ1 AKT3 CDON IGFBP5 SFMBT1 PRKCE DYRK1A CDKN1B POLS PRKCA RUNX1 MAPK14 INPP4B MAP1B PTEN SCN8A AMPH MT1E F3 PTGFR INSIG1 CACNA1A KALRN LTBP1 ATXN1 GRK5 MAP2K5 DMAC2L FZD2 RBPMS NR1D2 PHF3 SLC67A1 CELF2 SCHIP1 FHL2 PIK3CD PTPRM PTPN21 SYNE1 NIPBL DBP SIPA1L1 ABCC1 WDR37 MIOS ANXA2 ANXA4 VAV2 TGFBR2 ARHGEF9 RASA2 PLCB4 MMP16 FYN KCNMA1 KIT LPAR1 PIK3R3 GCNT1 MRPS31 TFPI ADD3 SPOP APBB2 ATP2B4 PEX14 FAM179B NFIB AGGF1 ADGRL2 MGLL CDC42BPA SRI ATP2C1 HAS2 ACVR2A RGS4 GJA1 SDC2 PLPP3 BHLHB2 TJP1 ID1 BMPR1A NFKB1 FBLN5 BDNF CITED2 COL1A1 VLDLR RXRA COL1A2 COL5A2 SNAI2 ERBB2 ITGB3 MGMT LAMC1 CYR61 ADORA2B MET LDLR ATP2B1 YTHDC1 TGFBR3 NRP1 NOTCH2 HALLMARK_IL6_JAK_STAT3_SIGNALING%MSIGDBHALLMARK%HALLMARK_IL6_JAK_STAT3_SIGNALING HALLMARK_IL6_JAK_STAT3_SIGNALING PTPN1 TNF STAT1 STAT3 CSF2 CSF1 IL18R1 MAP3K8 CD36 CD14 IL15RA IL6ST SOCS3 CD9 CSF3R IFNGR1 STAM2 CXCL11 TNFRSF1A ACVR1B IRF1 IL1R1 IL1B IL6 IFNAR1 CXCL3 EBI3 BAK1 IL2RG CSF2RB IFNGR2 ITGB3 ACVRL1 FAS CXCL13 CXCL1 LEPR HAX1 ITGA4 IL1R2 DNTT TYK2 CXCL9 IL17RB IL17RA IL3RA STAT2 LTB PTPN11 TNFRSF21 IL9R IL7 CBL PIM1 CSF2RA SOCS1 PDGFC TNFRSF12A IL12RB1 A2M HMOX1 CCR1 IL10RB PLA2G2A INHBE GRB2 TNFRSF1B IL2RA MYD88 OSMR LTBR CRLF2 PF4 PIK3R5 JUN TGFB1 CD44 CNTFR IRF9 IL13RA1 CCL7 HALLMARK_DNA_REPAIR%MSIGDBHALLMARK%HALLMARK_DNA_REPAIR HALLMARK_DNA_REPAIR SAC3D1 POM121 AK1 XPC RFC4 LIG1 ARL6IP1 MPG GTF2B CLP1 MPC2 HEL74 GTF2F1 RBX1 BCAM HPRT1 GC20 SRSF6 VPS28 CCNO TSG101 NPR2 CSTF3 COX17 SUPT4H1 AAAS BOLA2B SDCBP DGUOK ZNF707 SURF1 ADA POLR3GL ALYREF UPF3B ADRM1 SUPT5H ZWINT POLA2 POLA1 AGO4 STX3A RNP24 FEN1 ELL CETN2 SNAPC5 SEC61A1 MRPL40 ZNRD1 GUK1 SNAPC4 REV3L AK3 DKFZp781O1323 DGCR8 ELOA NELFB POLL NELFCD NCBP2 NME3 VPS37D RFC3 NME4 RFC2 EDF1 VPS37B APRT NT5C3A DDB2 DDB1 RRM2B NFX1 POLR1C POLR1D HCLS1 UMPS RALA CANT1 GTF3C5 RNMT PRIM1 PCNA USP11 GPX4 DCTN4 POLD3 GMPR2 TAF9 PNP TYMS ADCY6 POLD4 POLR2A POLR2C POLR2D POLR2F POLR2G POLR2H POLR2I POLR2J RAE1 DUT POLR2K BRF2 TAF12 PDE6G TAF13 TAF10 GTF2H3 CMPK2 PDE4B GTF2H5 TARBP2 SSRP1 RAD52 RAD51 POLE4 POLR3C NUDT21 IMPDH2 ERCC1 ERCC2 BCAP31 RPA3 TAF6 DFNA5 ERCC5 CDA HALLMARK_ADIPOGENESIS%MSIGDBHALLMARK%HALLMARK_ADIPOGENESIS HALLMARK_ADIPOGENESIS EPHX2 CHCHD10 RMDN3 COQ9 DNAJC15 COQ5 CS COQ3 UCK1 REEP5 UQCRQ NMT1 NABP1 PEMT SLC25A1 COX7B ORM1 RNF11 SOWAHC HSPB8 ETFB PPARG GPHN AIFM1 ALDH2 CD36 NKIRAS1 DBT LPL DLAT YWHAG ADIG COX8A JAGN1 CHUK ELMOD3 ELOVL6 MRAP PPM1B NDUFS3 ITGA7 CD302 PPP1R15B NDUFB7 SLC66A3 LAMA4 DHCR7 PTGER3 UQCR11 RETN UQCR10 AGPAT3 SAMM50 DDT GPAT4 UCP2 UBQLN1 DNAJB9 SNCG DRAM2 MAP4K3 PTCD3 ANGPT1 SUCLG1 CAVIN1 NDUFA5 CAVIN2 RIOK3 SQOR VEGFB CYP4B1 ADIPOR2 IMMT DHRS7 PFKL FABP4 GPAM DECR1 CCNG2 LEP HEL-S-62p LPCAT3 NDUFAB1 CIDEA ATP5PO ESYT1 PEX14 ACO2 REEP6 RETSAT ACADL CPT2 ACADM ACADS ARL4A ACOX1 MGLL ECHS1 GADD45A LTC4S AK2 SDHC CRAT MYLK COL4A1 ABCA1 GPX4 GPX3 IFNGR1 ADCY6 BCL6 TOB1 CDKN2C STOM ME1 SCARB1 HEL-S-26 MTCH2 SLC27A1 ARAF GHITM COX6A1 LIPE ENPP2 PIM3 PHYH DGAT1 SLC25A10 MCCC1 ANGPTL4 TANK OMD ATP1B3 SSPN CMBL SDHB DLD SLC5A6 ACLY GPD2 POR ADFP RAB34 CMPK1 HEL-S-87p UQCRC1 SPARCL1 PREB RTN3 CD151 MTARC2 MGST3 ABCB8 BAZ2A MRPL15 PRDX3 SULT1A1 GRPEL1 MDH2 DHRS7B UBC G3BP2 APOE CYC1 RREB1 HEL-S-44 SLC19A1 ESRRA FZD4 HEL107 HALLMARK_ALLOGRAFT_REJECTION%MSIGDBHALLMARK%HALLMARK_ALLOGRAFT_REJECTION HALLMARK_ALLOGRAFT_REJECTION HLA-DMA STAT4 CD74 STAT1 CTSS PTPN6 HEL-S-71 MAP3K7 IRF7 LCP2 CCND3 NCK1 CCND2 PRKCB IL18RAP TRAF2 LCK WAS F2R CD1D TAP1 CCL5 GCNT1 IL2RG GZMA NLRP3 SPI1 EGFR GPR65 NCF4 CD40LG UBE2D1 RPL9 IL27RA RPS19 CXCL13 SIT1 IL12A HLA-DOA HLA-DOB RPL39 TPD52 CD40 CD96 CXCL9 RPS9 KRT1 TAP2 LTB CARTPT HLA-E IL4 STAB1 CD8A FLNA AARS1 SOCS1 IGSF6 TNFSF6 CFP IL12RB1 CD79A IL10 ELANE CCR1 SOCS5 FYB1 CRTAM LY86 IL2RA IL2 RPL3L TAPBP PTPRC TLR1 PF4 IL9 HLA-DRA TGFB1 DEGS1 KLRD1 ITK TLR3 DYRK3 CD3G CD3E CD3D IKBKB LIF MRPL3 INHBB CCR5 CCR2 MBL2 CCL7 RARS1 EIF5A MAP4K1 SRGN IL11 IL13 CD8B1 IL16 RPS3A CCL22 MMP9 PRF1 NCR1 ZAP70 IFNG TNF ELF4 CD47 BCAT1 CCL13 CCL11 ACVR2A MTIF2 CSF1 EREG HDAC9 CD80 HLA-DMB CXCR3 IL2RB CSK CCL19 GBP2 BCL10 NPM1 NOS2 TRAT1 IL12B GALNT1 c-fgr CD7 EIF3J ABCE1 HEL-S-66 FCGR2B EIF3D ICOSLG EIF3A BRCA1 HCLS1 THY1 IFNGR1 IL18 F2 B2M INHBA IL1B IFNAR2 IL6 HLA-A HLA-G CDKN2A ST8SIA4 RIPK2 IFNGR2 FAS HLA-DQA1 CD2 IL7 TIMP1 CCL4 IL15 CCL2 C2 HIF1A IRF4 ACHE LYN IRF8 PSMB10 HALLMARK_INTERFERON_ALPHA_RESPONSE%MSIGDBHALLMARK%HALLMARK_INTERFERON_ALPHA_RESPONSE HALLMARK_INTERFERON_ALPHA_RESPONSE SLC25A28 IFITM3 GBP4 CD74 CD47 MX1 CSF1 PSMB8 IFIT2 GBP2 CCRL2 TMEM140 NUB1 TRIM5 HLA-C TENT5A ELF1 OAS1 NCOA7 UBE2L6 CNP SAMD9 UBA7 PLSCR1 GMPR CASP8 MVB12A MOV10 IRF2 IFI30 IRF7 ISG20 IFITM1 SAMD9L IFITM2 IFI35 IFI44L IFIT3 C1S LAMP3 DHX58 CXCL11 EPSTI1 TRIM25 CMTR1 B2M TRIM21 HERC6 IRF1 RSAD2 TRAFD1 SP110 TAP1 LY6E PROCR IFI27 IFIH1 PSME2 CMPK2 TXNIP TRIM14 HELZ2 RIPK2 EIF2AK2 NMI BST2 PNPT1 SELL IFI44 RTP4 ISG15 TDRD7 PARP14 STAT2 PARP12 IL7 LGALS3BP IL15 OGFR ADAR LAP3 OASL BATF2 IRF9 RNF31 USP18 HALLMARK_ESTROGEN_RESPONSE_EARLY%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_EARLY HALLMARK_ESTROGEN_RESPONSE_EARLY MPPED2 TFF1 FOXC1 SLC24A3 ATL1 TMPRSS3 ASB13 SLC7A5 ADCY1 PAPSS2 THSD4 TMEM164 ABLIM1 MUC1 PDLIM3 OLFML3 LRIG1 MYC RBBP8 SH3BP5 EEIG1 HSPB8 MICB IGF1R CA12 SVIL KDM4B NHERF1 ZNF185 SEMA3B AMFR KRT13 SNX24 NCOR2 DHRS2 KLK10 DHRS3 TTC39A FDFT1 KRT19 MLPH MYBBP1A CHPT1 RAB17 GLA FRK TJP3 ABAT DHCR7 FHL2 SLC22A5 ADD3 FASN IL17RB FLNB ELOVL5 SFN SLC19A2 FARP1 INHBB SLC7A2 P2RY2 CCND1 FKBP4 GJA1 IGFBP4 PMAIP1 STC2 ELF1 IL6ST FOS BHLHB2 RAB31 FCMR WWC1 TIPARP HR CANT1 NADSYN1 AQP3 CELSR2 RAPGEFL1 SOX3 DEPTOR RPS6KA2 MYB TBC1D30 CCN5 SLC39A6 SYBU B4GALT1 MREG CISH TOB1 NPY1R KAZN KCNK15 OVOL2 RARA SULT2B1 OLFM1 CXCL12 ADCY9 CLDN7 SCNN1A PPIF PGR NBL1 SLC27A2 PTGES KLF10 FKBP5 SLC26A2 HEL-S-10 KLF4 MINDY1 TPD52L1 ARL3 ABHD2 SLC1A1 ENDOD1 SCARB1 ISG20L2 RHOBTB3 SLC1A4 UGCG MED24 KRT18 SYNGR1 AREG ELF3 CALCR INPP5F ALDH3B1 TFF3 BAG1 TFAP2C XBP1 OPN3 SLC37A1 WFS1 SIAH2 ABCA3 GREB1 MED13L REEP1 HES1 KCNK5b BCL2 UNC119 RETREG1 RET LAD1 CLIC3 NXT1 PRSS23 AFF1 CALB2 CYP26B1 ANXA9 MYBL1 MSMB TGIF2 TIAM1 DYNLT3 CD44 ELOVL2 ITPK1 TPBG MYOF PLAAT3 GAB2 NAV2 CELSR1 CBFA2T3 RHOD ESRP2 HALLMARK_HYPOXIA%MSIGDBHALLMARK%HALLMARK_HYPOXIA HALLMARK_HYPOXIA MAFF GPC1 PFKP ERRFI1 RBPJ SLC25A1 VEGFA NR3C1 CA12 CDKN1B PRKCA MT1E F3 ENO3 TES RORA KIF5A HEL-S-162eP IGFBP1 JMJD6 TPST2 BCAN PPP1R3C PKP1 LXN HACL2 FOXO3A PRDX5 LARGE LYZG PCK1 B4GALNT2 PPARGC1A KLHL24 SRPX CAVIN1 NCAN HEXA HEL-S-134P ANXA2 PYGM BRS3 AKAP12 CSRP2 STBD1 ATP7A PFKL EDN2 GAA MYH9 CXCR4 DDIT3 AMPD3 CCNG2 DDIT4 FBP1 CHST3 TMEM45A S100A4 KDM3A DGIC EGFR HAS1 NOCT GCNT2 ATF3 VHL XPNPEP1 MAP3K1 PKLR CAVIN3 GCK HS3ST1 KLF7 NAGK INHA TPD52 ADM HMOX1 ERO1A HEL-S-278 JUN HEL-S-75 ZNF292 ENO1 HEL-S-89n DPYSL4 PDK3 MIF SAP30 ENO2 RRAGD CTGF KDELR3 BNIP3L CDKN1A BTG1 ZFP36 CDKN1C SDC2 SDC3 STC1 AK4 LOX STC2 ANKZF1 FOS BHLHB2 HEL-S-133P SDC4 B3GALT6 TIPARP EXT1 ISG20 PPP1R15A EFNA3 FOSL2 P4HA1 EFNA1 P4HA2 CCN5 CITED2 IL6 VLDLR HK2 SULT2B1 SLC2A3 GYS1 CASP6 TGFBI PGM2 SLC37A4 PGAM2 HEL-S-68p SCARB1 TNFAIP3 HEL-S-19 CYR61 ADORA2B MT2A ANGPTL4 ALDOB PIM1 SIAH2 NFIL3 ADFP BCL2 PLAUR HEL-S-87p DCN GLRX PNRC1 KLF6 MXI1 GPC3 GPC4 ACKR3 TPBG CP HEL-S-49 HALLMARK_UNFOLDED_PROTEIN_RESPONSE%MSIGDBHALLMARK%HALLMARK_UNFOLDED_PROTEIN_RESPONSE HALLMARK_UNFOLDED_PROTEIN_RESPONSE SLC7A5 NABP1 VEGFA HEL-S-125m IGFBP1 CEBPB DNAJB9 TSPYL2 DDIT4 HEL-S-99n ATF3 EIF4E EIF4A2 EIF4A1 POP4 EIF4A3 RRP9 EDC4 RPS14 TATDN2 KHSRP BANF1 CHAC1 IMP3 SLC30A5 DDX10 PDIA5 ERN1 NHP2 ATP6V0D1 ERO1A MTHFD2 TARS1 ATF4 SHC1 BAG3 EIF4EBP1 SSR1 SEC31A FUS HEL-S-89n EDEM1 LSM1 ASNS EEF2 LSM4 CNOT4 NOLC1 CNOT6 CNOT2 SRPRA SRPRB HYOU1 ALDH18A1 IARS DCP1A EIF4G1 FKBP14 SERP1 WIPI1 YWHAZ SKIC3 EIF2S1 DCP2 EXOC2 KDELR3 SKIV2L2 DCTN1 GOSR2 CEBPG CXXC1 SDAD1 EXOSC5 EXOSC10 EXOSC4 H2AX SEC11A EXOSC1 NPM1 PAIP1 NFYA NFYB SPCS3 CKS1B SPCS1 XPOT DNAJA4 PSAT1 STC2 IFIT1 DNAJC3 NOP56 TUBB2A SLC1A4 XBP1 WFS1 CCL2 DKC1 HEL-S-61 PREB HALLMARK_APICAL_SURFACE%MSIGDBHALLMARK%HALLMARK_APICAL_SURFACE HALLMARK_APICAL_SURFACE ADIPOR2 GSTM3 PCSK9 IL2RG IL2RB AKAP7 LYPD3 CX3CL1 SLC2A4 PKHD1 SCUBE1 FLOT2 APP ATP6V0A4 EPHB4 TMEM8B NTNG1 SLC34A3 ATP8B1 BRCA1 CD160 PLAUR NCOA6 ADAM10 GATA3 SULF2 RTN4RL1 CROCC MAL HEL-S-102 GHRL THY1 EFNA5 RHCG MDGA1 GAS1 SHROOM2 LYN B4GALT1 SRPX HALLMARK_HEME_METABOLISM%MSIGDBHALLMARK%HALLMARK_HEME_METABOLISM HALLMARK_HEME_METABOLISM ERMAP RBM5 HTATIP2 VEZF1 SPTB TENT5C KAT2B ERAF TFDP2 BMP2K TRIM58 HAGH KDM7A MARCHF2 SLC66A2 MOSPD1 CLCN3 ADD2 AGPAT4 NR3C1 RHD E2F2 TRAK2 FY MARCHF8 CIRSR DCAF10 SNCA RBM38 DMTN SMOX MOCOS FOXJ2 CTNS XPO7 PDZK1IP1 KLF3 EPOR KLF1 CPOX SLC25A38 HEL-76 SLC25A37 TSPO2 XK HEL-S-2a RHAG UROD YPEL5 LPIN2 TNRC6B MAP2K3 CCND3 ICAM4 ARHGEF12 UCP2 FOXO3A USP15 HEL-S-134P RIOK3 SLC11A2 HEL-S-62p UROS TFRC HBZ BCAM ASNS HEL-S-304 SDCBP BTG2 BNIP3L SLC7A11 ABCB6 H1-0 AQP3 GCLC ISCA1 NARF GDE1 SLC4A1 P4HA2 BACH1 CCDC28A PPP2R5B NUDT4 PSMD9 tal-1 RNF19A BTRC FBXO7 FBXO9 TNS1 CAST LMO2 ACSL6 SLC30A1 SLC6A8 GAPVD1 MYL4 MINPP1 RNF123 KEL hEMMPRIN DAAM1 ADD1 HMBS GLND1 RHCE HEL-S-10 OPTN ABCG2 OSBP2 SIDT2 SLC22A4 ENDOD1 EPB42 FECH GYPC IGSF3 GYPB GYPE DCUN1D1 HTRA2 HEL-S-11 ADIPOR1 SLC30A10 GATA1 RAP1GAP LAMP2 CDC27 SPTA1 TSPAN5 CDR2 FN3K NFE2 H4C9 EIF2AK1 SLC10A3 FBXO34 TYR RCL1 MFHAS1 ARL2BP SLC6A9 SYNJ1 MGST3 MKRN1 MXI1 RANBP10 TMCC2 LRP10 GCLM EZH1 NFE2L1 TMEM9B PICALM ALAS2 HBB HBD FTCD HEBP1 NNT ACP5 CLIC2 PC HALLMARK_PROTEIN_SECRETION%MSIGDBHALLMARK%HALLMARK_PROTEIN_SECRETION HALLMARK_PROTEIN_SECRETION GOSR2 RNP24 ANP32E COPB2 CLCN3 CTSC ARF1 CLTC IGF2R PPT1 RPS6KA3 GLA ADAM10 ABCA1 KIF1B AP2M1 SNAP23 CLTA RAB22A GOLGA4 SCRN1 AP1G1 DST AP3S1 SH3GL2 RAB2A STX7 AP3B1 OCRL ARFGAP3 SCAMP3 TOM1L1 VAMP7 RER1 TMX1 ERGIC3 SEC22B VAMP4 ATP6V1B1 ATP7A VAMP3 NAPA CD63 STX12 TMED10 SGMS1 STX16 COPB1 VPS4B USO1 EGFR ATP1A1 NAPG CLN5 LMAN1 SNX2 TSPAN8 AP2S1 MAPK1 YKT6 ARFGEF2 KRT18 MON2 CAV2 TPD52 BNIP3 GBF1 M6PR ARCN1 RAB14 DOP1A GNAS LAMP2 SSPN YIPF6 RAB9A RAB5A COPE BET1 ARFGEF1 ZW10 SEC31A TSG101 HEL-S-44 COG2 HALLMARK_APICAL_JUNCTION%MSIGDBHALLMARK%HALLMARK_APICAL_JUNCTION HALLMARK_APICAL_JUNCTION SLIT2 ACTG1 MYH10 GNAI1 IRS1 AKT3 NF1 MVD MAPK14 PTEN WASL pk INSIG1 ICAM4 SHROOM2 RHOF SRC PFN1 VAV2 MYH9 PIK3R3 EGFR NF2 PLCG1 CX3CL1 CTNND1 ICAM2 INPPL1 FYB1 LNIR HEL-S-79 DMP1 ICAM5 ACTG2 PTPRC CDH8 SHC1 TIAL1 CDH4 SIRPA NRTN HEL70 SCAP2 GTF2F1 JAM3 ACTN1 CLDN6 CLDN5 CLDN4 TAOK2 ADAM15 CERCAM ALOX15B COL16A1 DSC1 DSC3 COL17A1 GRB7 WNK4 MYL12B CNN2 RRAS TSPAN4 SYMPK MMP9 RSU1 CD99 CLDN9 VASP CADM3 CDSN JUP CRAT CADM2 PARVA CDH6 CDK8 ITGB4 ARPC2 CD209 CNTN1 COL9A1 PALS1 ADRA1B PKD1 SGCE TRO SDC3 ADAMTS5 PS1TP5BP1 MDK DHX16 HRAS SPEG MADCAM1 IKBKG AMH CD34 CAP1 MAP4K2 SYK VWF HEL-S-20 TMEM8B KRT31 CLDN11 TJP1 TUBG1 ACTA1 CLDN15 CLDN14 CLDN19 EXOC4 PECAM1 EVL CDH15 NLGN3 TNFRSF11B NLGN2 THY1 AMIGO1 AMIGO2 NRXN2 PARD6G THBS3 LIMA1 VCAM1 ADAM23 NRAP CTNNA1 MPZL1 B4GALT1 MPZL2 NEGR1 NHERF4 SORBS3 MAPK13 MAPK11 BMP1 PPP2R2C ZYX NECTIN3 NECTIN2 CLDN7 CRB3 NECTIN1 TGFBI FBN1 ITGB1 BAIAP2 TRAF1 LAMC2 HEL114 ACTN2 ITGA2 ADAM9 MMP2 LAMB3 TSC1 ACTN4 CALB2 VCAN CDH11 STX4A LAMA3 HALLMARK_PANCREAS_BETA_CELLS%MSIGDBHALLMARK%HALLMARK_PANCREAS_BETA_CELLS HALLMARK_PANCREAS_BETA_CELLS LMO2 NKX6-1 PCSK2 PCSK1 STXBP1 NR1i1 SLC2A2 SRP14 FOXO1 INS NEUROD1 SCGN NKX2-2 ABCC8 PAX4 SEC11A PKLR PDX1 GCG PAX6 GCK ELP4 AKT3 HNF1A SYT13 ISL1 SPCS1 SRP9 G6PC2 MAFB SST DCX IAPP INSM1 FOXA2 NEUROG3 DPP4 SRPRB HALLMARK_XENOBIOTIC_METABOLISM%MSIGDBHALLMARK%HALLMARK_XENOBIOTIC_METABOLISM HALLMARK_XENOBIOTIC_METABOLISM CYP2J2 GSTM4 GCKR CYP4F2 IGF1 G6PC1 CYP26A1 TMEM97 LR8 CYP2S1 PAPSS2 CYP1A2 HRG NMT1 GUGU ABCD2 NR1C2 PEMT ALAS1 LEAP2 CROT AOX1 ACP2 MAN1A1 KYNU HGFAC ABCC3 ARG2 ABCC2 ALDH2 CD36 HEL-S-21 ARG1 DHPS SSR3 PTGR1 NPC1 SMOX ANGPTL3 TMBIM6 ACOX3 CYFIP2 CRP ITIH4 DDC KARS1 HEL-S-51e CYP17A1 HEL-76 PGRMC1 SERTAD1 ATOH8 TDO2 HSD17B2 XDH MARCHF6 IGFBP1 CCL25 LPIN2 MPP2 NQO1 PTGES3 GABARAPL1 F11 AQP9 DDT AKR1C2 HEL-S-182mP DHRS1 PINK1 GSTA3 CDO1 ALDH3A1 TNFRSF1A PLG IL1R1 MAOA ADH7 DHRS7 F10 FBP1 NINJ1 VNN1 GCNT2 EPHA2 CYP1A1 ACO2 RETSAT SLC35D1 ATP2A2 HMOX1 ELOVL5 UGDH ACOX1 PMM1 ADH1C ETFDH EPHX1 HPRT1 GAD1 BPHL MBL2 PTS TPST1 FABP1 JUP BCAT1 ETS2 IGFBP4 ARPP19 DCXR GCLC HEL-75 ID2 CASP6 PTGES HEL-S-10 HEL-S-26 FAS CDA NR2A1 MT2A RAP1GAP HEL-S-277 SLC46A3 PROS1 SLC35B1 POR CNDP2 PDK4 ALDH9A1 LONP1 HEL-S-64p TYR MCCC2 HES6 ENTPD5 SLC6A12 CYP27A1 RBP4 MTHFD1 CYP2E1 CES1 ENPEP SAR1B SLC22A1 GSTT2 ABHD6 IRF8 NDRG2 CYP2C18 APOE ADH5 HSD11B1 VTN pcap TTPA ASL PSMB10 PC HALLMARK_ANGIOGENESIS%MSIGDBHALLMARK%HALLMARK_ANGIOGENESIS HALLMARK_ANGIOGENESIS VAV2 SPP1 COL5A2 MSX1 S100A4 CXCL6 VEGFA COL3A1 POSTN OLR1 STC1 LPL PDGFA ITGAV TNFRSF21 TIMP1 APP JAG2 PF4 CCND2 VCAN LRPAP1 NRP1 THBD APOH PGLYRP1 KCNJ8 VTN PRG2 FSTL1 SLCO2A1 FGFR1 HALLMARK_MYOGENESIS%MSIGDBHALLMARK%HALLMARK_MYOGENESIS HALLMARK_MYOGENESIS AGRN IGF1 HDAC5 PSEN2 ABLIM1 COL3A1 HSPB8 DMD SVIL CD36 RB1 APP FDPS ITGA7 ENO3 SCD SPTAN1 NQO1 PPP1R3C ACSL1 SCHIP1 TSC2 LARGE COX6A2 PYGM SLN GJA5 MYOZ1 EPHB3 KCNH1 CHRNB1 GABARAPL2 GAA MYH9 MEF2C TPM3 DAPK2 FST MYL11 IFRD1 MYL7 MYL1 MYL2 MYL3 PVALB CFD CHRNA1 NOTCH1 FLII AEBP1 FOXO4 COX7A1 AK1 CNN3 EIF4A2 SYNGR2 IGFBP7 APOD PRNP CAV3 DMPK OCEL1 GNAO1 PKIA RIT1 FXYD1 HRC MYF6 RYR1 MYOM1 FHL1 ATP2A1 LDB3 MYL6B MYOM2 HSPB2-C11orf52 CSRP3 SGCA TGFB1 MB BDKRB2 ANKRD2 HEL-S-101 MYBPC3 MYOG TEAD4 PTGIS TNNC1 DENND2B TNNC2 HEL-S-29 SPARC SIRT2 MYH1 MYH2 PTP4A3 TNNT1 LPIN1 TNNT3 CASQ2 PLXNB2 MYH8 PICK1 HEL-S-273 MAPRE3 CASQ1 FGF2 CLU KIFC3 MYH4 tmp_locus_29 MYH7 CRAT MYLK CDKN1A CTF1 CKMT2 ITGB4 EFS CHRNG DKFZp686P11128 TNNI2 NCAM1 CACNG1 MEF2D PDLIM7 SH3BGR SH2B1 SPDEF MYBPH PDE4DIP MAPK12 MYO1C SPEG KLF5 FKBP1B TCAP CACNA1H PFKM WWTR1 SPHK1 STC2 COL4A2 ADAM12 BHLHB2 ACTA1 HBEGF GPX3 GADD45B SORBS3 COL1A1 TNNI1 ADCY9 SLC6A8 MYL4 ITGB1 ERBB3 TPD52L1 ITGB5 PGAM2 SGCD BAG1 SSPN ACTN2 SGCG REEP1 ACHE BIN1 AGL NAV2 PC HALLMARK_MTORC1_SIGNALING%MSIGDBHALLMARK%HALLMARK_MTORC1_SIGNALING HALLMARK_MTORC1_SIGNALING PSMC4 CTH TMEM97 SLC7A5 TM7SF2 NMT1 FADS2 PLK1 STARD4 NHERF1 IGFBP5 GSK3B CTSC HMGCR UBE2D3 SLA NIBAN1 ELOVL6 HEL-S-125m INSIG1 HEL-S-51e GLA TBK1 CYP51A1 TES SCD CD9 HEL-S-162eP DHCR7 IFI30 MAP2K3 ACTR3 ACTR2 FDXR IDI1 SQSTM1 ADIPOR2 IMMT PFKL RDH11 CXCR4 DDIT3 PIK3R3 DDIT4 DAPP1 ADD3 IFRD1 TRIB3 DHCR24 HEL-S-99n NUPR1 USO1 ACACA PSMG1 YKT6 TFRC AURKA M6PR ATP2A2 RRP9 RIT1 CFP HMGCS1 ELOVL5 DDX39A NFKBIB ERO1A MTHFD2 SSR1 ENO1 NUP205 HEL-S-89n SCAP2 EDEM1 ASNS HPRT1 PLOD2 SERP1 BTG2 BCAT1 CDKN1A SLC7A11 SEC11A NAMPT EBP STC1 AK4 PSAT1 PITPNB PSPH FADS1 ACSL3 SYTL2 MTHFD2L AF1Q FKBP2 BHLHB2 PSMD12 TUBG1 PSMD13 RPN1 CORO1A ATP6V1D HEL-S-94n HEL-S-133P HEL-S-66p SDF2L1 HSPA4 PNO1 MCM2 PPP1R15A EIF2S2 HEL-S-283 GCLC CCT6A P4HA1 UNG DHFR COPS5 EPRS1 PNP ATP5G1 PHGDH SORD CACYBP UCHL5 PSMA4 HEL-75 CANX EEF1E1 RAB1A VLDLR NUFIP1 HK2 TOMM40 ETF1 HSPD1 SLC2A3 HEL-S-69p GGA2 ABCF2 RRM2 CYB5B NFYC PDAP1 UFM1 ME1 PSMC6 RPA1 POLR3G HMBS SLC37A4 SC5D CCNG1 HEL-S-68p HEL-S-26 SLC1A4 XBP1 NFIL3 ACLY LDLR HEL-S-87p GLRX TUBA4A EGLN3 SQLE FGL2 HEL-S-49 HALLMARK_ESTROGEN_RESPONSE_LATE%MSIGDBHALLMARK%HALLMARK_ESTROGEN_RESPONSE_LATE HALLMARK_ESTROGEN_RESPONSE_LATE TFF1 FOXC1 SLC24A3 SERPINA1 TMPRSS3 SLC7A5 PAPSS2 PDLIM3 RBBP8 PTPN6 EEIG1 HSPB8 MICB ETFB CA12 NHERF1 GINS2 SEMA3B AMFR KRT13 NCOR2 DHRS2 TOP2A KLK10 FDFT1 KRT19 CHPT1 GLA HEL-76 FRK TJP3 FABP5 CD9 DHCR7 PTGER3 LARGE ALDH3A2 SLC22A5 ADD3 ATP2B4 HSPA4L IL17RB CDC20 FLNB ELOVL5 SFN FARP1 UGDH ST14 RNASEH2A HPRT1 TNNC1 HEL-S-29 PLK4 CCND1 KIF20A FKBP4 ZFP36 IGFBP4 MDK DCXR IL6ST FOS BTG3 RAB31 HR ISG20 CELSR2 RAPGEFL1 SOX3 RPS6KA2 MYB CCN5 SORD TFPI2 CISH TOB1 NPY1R MAPK13 OVOL2 SULT2B1 PERP OLFM1 CXCL12 SCNN1A ID2 PPIF PGR NBL1 SLC27A2 NAB2 PTGES CXCL14 FKBP5 TRIM29 SLC26A2 UNC13B HEL-S-10 KLF4 METTL3 TPD52L1 CACNA2D2 ARL3 DUSP2 PRLR ABHD2 PCP4 PKP3 SCARB1 LLGL2 IGSF1 LAMC2 SLC1A4 PLAC1 SGK1 HOMER2 XRCC3 AREG CALCR CYP4F11 TH ALDH3B1 GJB3 TFF3 BAG1 DLG5 TFAP2C GPER XBP1 NMU OPN3 PLXNB1 FGFR3 WFS1 SERPINA3 SIAH2 MOCS2 ABCA3 ST6GALNAC2 SNX10 SLC2A8 IMPA2 KCNK5b TPSAB1 BCL2 JAK1 CHST8 S100A9 EMP2 RET LSR DNAJC1 CLIC3 GAL NXT1 JDP1 PRSS23 SLC29A1 AFF1 ASCL1 AGR2 CYP26B1 TM4SF13 STIL ANXA9 ASS1 KLK11 BATF TIAM1 CDC6 DYNLT3 CD44 ITPK1 TPBG MYOF PLAAT3 HALLMARK_OXIDATIVE_PHOSPHORYLATION%MSIGDBHALLMARK%HALLMARK_OXIDATIVE_PHOSPHORYLATION HALLMARK_OXIDATIVE_PHOSPHORYLATION COX6B1 OXA1L COX7A2L RHOT2 COXFA4 UQCRC2 UQCRB ABCB7 CS ATP5MC2 ATP5MC3 ATP5J COX7A2 UQCRQ ATP5H UQCRH ACAT1 ALAS1 MRPL11 TIMM50 COX7B CYB5R3 RHOT1 COX11 NDUFV2 ATP5MG ETFB ATP5MF ATP6V1C1 AIFM1 COX10 ATP5ME ATP6V1F ACADSB DLAT GLUD1 OGDH CYCS COX8A MRPS15 SLC25A3 COX4I1 MRPS11 MRPS12 ETFA TCIRG1 NDUFS3 MRPL34 COX7C MRPL35 OPA1 NDUFB7 TIMM17A UQCRFS1 TOMM70 ATP6V0B UQCR11 MRPS22 NDUFC2 UQCR10 CPT1A NDUFC1 BDH2 NDUFS8 NDUFS6 VDAC3 NDUFS4 SDHD NDUFS1 SDHA SLC25A12 SLC25A5 ATP6V0C FXN SLC25A11 SLC25A4 SUCLG1 SLC25A6 NDUFB8 NDUFA5 NDUFB6 NDUFB5 NDUFB4 TIMM9 PPM2C NDUFB3 NDUFB2 IMMT TIMM13 NDUFB1 MRPS30 TIMM10 DECR1 HEL-S-123m PDHA1 COX5A MFN2 SLC25A20 NDUFAB1 MST065 ATP5PO NDUFA9 TIMM8B NDUFA7 ISCU NQO2 NDUFA6 ATP5PB MTX2 ACO2 ZNF183 NDUFA3 RETSAT ACADVL NDUFA2 ATP5F1D HCCS ATP5F1E IDH3B LDHB ACADM HADHB FH LRPPRC ECHS1 ETFDH HSD17B10 COX17 SDHC SURF1 SUCLA2 GOT2 ATP6V1D HEL-S-133P ISCA1 GPX4 ATP5G1 HEL-S-32 POLR2F BAX HEL-S-26 COX6A1 HTRA2 PHYH SDHB DLD POR FDX1 PDK4 UQCRC1 MGST3 MRPL15 PRDX3 MTRR GRPEL1 MDH2 PHB2 HEL-S-271 MTRF1 MPC1 PMPCA CYC1 ATP6V1E1 PDHX ATP6V1G1 NNT ATP6V0E1 ATP1B1 HALLMARK_ANDROGEN_RESPONSE%MSIGDBHALLMARK%HALLMARK_ANDROGEN_RESPONSE HALLMARK_ANDROGEN_RESPONSE CDK6 PA2G4 CCND1 ADRM1 ZMIZ1 SPDEF ANKH SPCS3 HMGCR INPP4B H1-0 FADS1 KRT19 ACSL3 INSIG1 RPS6KA3 SCD CCND3 DNAJB9 PTPN21 SORD SMS B4GALT1 B2M HEL-75 GNAI3 IDI1 AKAP12 ARID5B FKBP5 SLC26A2 DHCR24 ABHD2 LMAN1 SGK1 HOMER2 SRP19 STEAP4 TPD52 NGLY1 DBI CDC14B HERC3 ITGAV PGM3 SMP1 NKX3-1 PIAS1 ALDH1A3 MAF HMGCS1 MAK ELOVL5 SELENOP PLPP1 STK39 TMPRSS2 KLK3 TARP MYL12A CAMKK2 UBE2J1 PTK2B RAB4A UBE2I XRCC5 HPGD APPBP2 TMEPAI VAPA ACTN1 CENPN GPD1L MERTK HALLMARK_KRAS_SIGNALING_UP%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_UP HALLMARK_KRAS_SIGNALING_UP SPP1 LR8 CTSS PRRX1 PSMB8 CROT ARG1 SEMA3B ADAM17 FCER1G HEL-76 RETN CCND2 SCG5 SCG3 NGF C3AR1 SCN1B CMKLR1 PCSK1N AKAP12 CXCR4 TFPI SNAP91 CIDEA IL2RG DOCK2 MAP3K1 APOD CBL CSF2RA ALDH1A3 TNFRSF1B ERO1A FUCA1 PLVAP SPON1 LIF HCA112 SOX9 F13A1 PRDM1 IKZF1 FGF9 BMP2 MAP4K1 FBXO4 EPHB2 ST6GAL1 ATG10 ANXA10 BTC G0S2 CLEC4A MMP9 SLPI PLAT MALL ADAM8 TRIB2 IL10RA ZNF277 TPH1 JUP ABCB1 LY96 CSF2 TSPAN7 EREG EPB41L3 HDAC9 PLEK2 KCNN4 TSPAN1 PRELID3B CBX8 IGF2 AMMECR1 PPBP NR0B2 ANKH GNG11 GADD45G CCSER2 STRN AVL9 PIGR SNAP25 MTMR10 FLT4 TMEM100 RBM4 CD37 VWA5A TRIB1 TEM5 CDADC1 PEG3 MMD PDCD1LG2 ETV4 MMP10 ETV5 WDR33 PECAM1 LAT2 MMP11 ZNF639 HBEGF ENG ALDH1A2 PPP1R15A TLR8 LCP1 SDCCAG8 USP12 RGS16 USH1C HOXD11 YRDC IL1RL2 RELN EMP1 GPNMB CBR4 MPZL2 IL33 PTCD2 GALNT3 INHBA IL7R H2BC3 IL1B GABRA3 NR1H4 LAPTM5 NAP1L2 WNT7A BIRC3 TMEM158 CFHR2 ID2 SPRY2 SATB1 ADGRL4 KLF4 PCP4 TRAF1 TNFAIP3 GYPC MAFB PTGS2 ANGPTL4 SERPINA3 ITGA2 PLAUR CCL20 SPARCL1 CFH GLRX RBP4 TM4SF13 F2RL1 IRF8 NRP1 HSD11B1 HALLMARK_BILE_ACID_METABOLISM%MSIGDBHALLMARK%HALLMARK_BILE_ACID_METABOLISM HALLMARK_BILE_ACID_METABOLISM EPHX2 ALDH8A1 FADS2 ABCD2 CROT NPC1 ABCA2 KLF1 ATXN1 HEL-S-53e MLYCD SLC67A1 AQP9 ACSL1 HEL-S-182mP FDXR ACSL5 PRDX5 LCK IDI1 DHCR24 RETSAT HSD17B4 HSD17B11 NR0B2 PFKM FADS1 ABCA1 RXRA NR1H4 SULT2B1 PECR SLC23A2 SLC35B2 SLC27A2 SLC23A1 CYP46A1 HEL111 NR3C2 PEX26 OPTN LONP2 NUDT12 ABCG8 ISOC1 DIO1 PIPOX HEL-S-26 CH25H GNPAT SOAT2 RBP1 PEX11G LIPE ABCG4 SLC27A5 HAO1 PHYH ABCA5 ABCA6 ABCA4 ABCA9 ABCA8 BMP6 ABCA3 SULT1B1 AMACR PXMP2 SLCO1A2 ABCD3 TFCP2L1 ALDH9A1 LOC51064 ABCD1 CYP7B1 PEX7 PEX6 EFHC1 CYP27A1 AGXT SLC29A1 PAOX AKR1D1 HSD17B6 CYP7A1 GCLM GC RXRG PEX16 HSD3B7 PEX19 PNPLA8 HSD3B1 NR1i2 BBOX1 HEL-S-44 PEX12 CYP8B1 PEX13 NEDD4 HALLMARK_MYC_TARGETS_V1%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V1 HALLMARK_MYC_TARGETS_V1 PSMC4 HEL-S-276 RPL34 PSMB2 PWP1 RPL6 UBE2L3 EEF1B2 CCNA2 HDAC2 FBL PSMD7 SNRPD2 TRIM28 TFDP1 HNRPR RUVBL2 PSMD3 PSMD1 SNRPD3 MYC TXNL4A RPS10 CDC45 EIF1AX STARD7 RPS5 RPL22 RPS6 HEL-S-69 UBE2E1 TUFM CLNS1A SNRPG ERH SRSF7 SNRPA SET SLC25A3 GLO1 CSTF2 PCBP1 NOP16 KARS1 CBX3 MRPL23 SFRS3 LSM2 SRPK1 AIMP2 LSM7 UBA2 TOMM70 RNPS1 HNRNPC HSP90AB1 RPLP0 PTGES3 YWHAQ C1QBP DHX15 VDAC3 HNRPA3 AP3S1 MRPL9 NCBP1 VBP1 PABPC4 CAD GNL3 TCP1 SNRPA1 PABPC1 HEL-S-91n DDX21 U2AF1 PPM1G SRM PSMB3 FAM120A EIF4H RPL14 RPS3 SNRPB2 COX5A RPS2 CCT7 CCT4 NDUFAB1 RRM1 IFRD1 SF3A1 SSB CNBP HEL-S-100n RSL1D1 AAG1 HNRNPA2B1 POLE3 PRPF31 SSBP1 TARDBP EIF4E EIF3B EIF4A1 RRP9 CDC20 RFC4 CDK4 CDK2 NHP2 HPRT1 NOLC1 ORC2 IARS PA2G4 EIF2S1 APEX1 HNRNPD HEL-S-97n NPM1 XPOT EIF3J ABCE1 EIF3D NCBP2 CTPS1 GOT2 HEL-S-133P MCM5 MCM6 MCM2 EIF2S2 PCNA COPS5 EPRS1 TRA2B TYMS POLD2 USP1 PSMA4 CANX H2AZ1 NOP56 RANBP1 ETF1 HSPD1 DUT HEL-S-69p RPL18 PSMC6 DEK IMPDH2 MCM7 HEL-S-68p HEL2 RAN MAD2L1 SNRPD1 SMARCC1 PSMA2 PRDX3 PHB2 CYC1 HALLMARK_KRAS_SIGNALING_DN%MSIGDBHALLMARK%HALLMARK_KRAS_SIGNALING_DN HALLMARK_KRAS_SIGNALING_DN TENT5C MX1 KRT13 SERPINB2 EGF GP1BA PTGFR ZC2HC1C PKP1 ATP6V1B1 EDN2 MEFV CD40LG PNMT FGF22 CLSTN3 ARHGDIG IRS4 PARK2 KRT1 NUDT11 KLK8 TGM1 TCL1A VPREB1 CAPN9 SLC16A7 DCC PDK2 CPA2 KRT4 SELENOP RYR1 ENTPD7 UGT2B17 CDKAL1 HEL-S-79 KRT5 SOX10 THNSL2 EDAR SCN10A HEL-S-75 CLPS KCNQ2 SIDT1 CALCB CPB1 TNNI3 KCNE2 SHOX2 ZBTB16 CACNA1F MACROH2A2 SLC5A5 HSD11B2 FGGY KCNMB1 KCNN1 PRODH SLC38A3 SPTBN2 MLL2 TFAP2B BARD1 DTNB AMBN HTR1D HTR1B FGF16 AKR1B10 IFNG IL5 TG GDNF BTG2 MYH7 STAG3 ARPP-21 CYP11B2 KLHDC8A CHRNG CD80 PCDHB1 TLX1 CD207 CACNG1 CPEB3 ZFP112 GPR19 RYR2 TENM2 IL12B MAST3 IGFBP2 SERPINA10 OXT SLC6A3 SKIL LFNG CCR8 EFHD1 LYPD3 INSL5 TSHB TAS2R4 GRID2 CAMK1D KCND1 PROP1 HEL-S-20 SPHK2 FSHB NGB COPZ2 SNN PAX3 TEX15 ADRA2C UPK3B WNT16 SSTR4 COL2A1 MYOT GTF3C5 TFF2 CELSR2 CLDN16 ITGB1BP2 CDH16 IFI44L GPRC5C SLC29A3 SPRR3 ITIH3 SMPX NPY4R PLAG1 ALOX12B CCDC106 ABCB11 NR1A2 P2RY4 RSAD2 VPS50 NRIP2 NTF3 SLC25A23 SNCB RIBC2 LGALS7B SLC12A3 TCF7L1 GPR3 DLK2 P2RX6 NR6A1 NPHS1 EDN1 MYO15A SCGB1A1 YPEL1 PAX4 ASB7 MAGIX PDCD1 RGS11 SGK1 COQ8A BRDT HNF1A ABCG4 FGFR3 SYNPO TFCP2L1 IDUA CNTFR HALLMARK_PEROXISOME%MSIGDBHALLMARK%HALLMARK_PEROXISOME HALLMARK_PEROXISOME EPHX2 CRAT ABCB1 ABCD2 BCL10 HRAS TOP2A ABCC5 DHRS3 FADS1 FDPS ECI2 CTPS1 ATXN1 HEL-S-53e MLYCD PBR ACOT8 ACSL1 ACSL5 PRDX5 CADM1 SLC25A4 PABPC1 IDI1 SULT2B1 RDH11 HAO2 SLC23A2 SLC35B2 SLC27A2 HEL111 VPS4B DHCR24 CNBP PEX14 LONP2 ERCC1 SCGB1A1 ABCC8 ISOC1 DIO1 HEL-S-26 GNPAT RETSAT DKFZp667O1614 IDE STS NUDT19 PEX2 NR3A2 SLC25A17 PEX5 CRABP2 SEMA3C CTBP1 ABCB4 CRABP1 PEX11B CACNA1B SMARCC1 ABCB9 ELOVL5 CLN8 ABCD3 FIS1 FACL4 UGT2B17 ALDH9A1 SIAH1 LOC51064 CDK7 ABCD1 MSH2 DLG4 FABP6 ALB ACOX1 PEX6 EHHADH CLN6 HSD17B4 RXRG HSD17B11 HSD3B7 HSD11B2 NR1i2 HEL-S-44 MVP HMGCL PEX13 HALLMARK_MYC_TARGETS_V2%MSIGDBHALLMARK%HALLMARK_MYC_TARGETS_V2 HALLMARK_MYC_TARGETS_V2 HK2 MRTO4 HSPD1 SRM MPHOSPH10 PLK4 PA2G4 TMEM97 PLK1 EXOSC5 DUSP2 MYC NPM1 RRP9 MYBBP1A NOP16 CBX3 CDK4 AIMP2 RCL1 MCM5 NIP7 NOP2 PPAN DCTPP1 NOC4L RABEPK WDR43 UNG TCOF1 PES1 UTP20 FARSLA MAP3K6 PRMT3 WDR74 SORD NOLC1 IMP4 GNL3 TFB2M PPRC1 SLC19A1 BYSL LAS1L GRWD1 NOP56 NDUFAF4 HALLMARK_NOTCH_SIGNALING%MSIGDBHALLMARK%HALLMARK_NOTCH_SIGNALING HALLMARK_NOTCH_SIGNALING PSENEN NOTCH3 SAP30 TCF7L2 MAML2 HES1 FBXW11 FZD7 DTX1 CCND1 DTX2 PSEN2 DTX4 ST3GAL6 NR1C2 SKP1 FZD5 NOTCH1 RBX1 FZD1 LFNG NOTCH2 PRKCA KAT2A HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY%MSIGDBHALLMARK%HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY PFKP ATOX1 HEL-S-112 HEL-S-128m SRXN1 MGST1 MPO NDUFA6 ERCC2 PTPA HHEX HEL-S-97n SBNO2 MBP CDKN2D EGLN2 TXNRD2 SELS GLRX2 OXSR1 TXN IPCEF1 SCAF4 JUNB PRNP MSRA FES FTL LAMTOR5 HEL-S-2a GLRX NQO1 GCLC GPX4 GCLM GPX3 ABCC1 HEL-S-44 HEL-75 NDUFB4 HALLMARK_UV_RESPONSE_UP%MSIGDBHALLMARK%HALLMARK_UV_RESPONSE_UP HALLMARK_UV_RESPONSE_UP BCL2L11 MSX1 ALAS1 PDLIM3 ATP6V1C1 ATP6V1F TMBIM6 GLS HTR7 STARD3 HLA-F MAPK8IP2 CDC34 CHKA MRPL23 POLG2 HEL-76 PRPF3 SELENOW TYRO3 NPTXR UROD CHRNA5 CYB5R1 NKX2-5 NPTX2 CCND3 KLHDC3 GGH RAB27A EIF2S3 EIF5 NAT1 AGO2 FGF18 CDO1 ONECUT1 CLTB ARRB2 SPR SLC25A4 HYAL2 SIGMAR1 NUP58 TGFBRAP1 DDX21 MAOA WIZ SQSTM1 CLCN2 TAP1 RXRB DNAJB1 PPP1R2 EPCAM CREG1 MGAT1 E2F5 NTRK3 HSPA2 PLCL1 CDC5L CCK GRINA ATF3 CYP1A1 POLE3 AP2S1 YKT6 RRAD TFRC RFC4 PARP2 HMOX1 CDK2 TACR3 CCNE1 TARS1 SHOX2 EPHX1 ASNS BMP2 ENO2 BTG2 ABCB1 BTG1 FKBP4 CEBPG TCHH FEN1 H2AX CDKN1C FURIN IGFBP2 JUNB PPT1 IL6ST FOS CNP BTG3 RPN1 HEL-S-94n CASP3 COL2A1 AQP3 NFKBIA GPX3 IRF1 POLR2H IL6 OLFM1 SLC6A8 CYB5B BAK1 PPIF CXCL2 PDAP1 CDKN2B hEMMPRIN C4BPB DGAT1 HEL-S-87p DLG4 RET RHOB GAL SLC6A12 MMP14 TUBA4A SULT1A1 GRPEL1 FOSB LYN AMD1 HALLMARK_IL2_STAT5_SIGNALING%MSIGDBHALLMARK%HALLMARK_IL2_STAT5_SIGNALING HALLMARK_IL2_STAT5_SIGNALING MAFF NT5E SPP1 GBP4 MUC1 LRIG1 MYC IGF1R PTCH1 HEL-S-21 DHRS3 HEL-76 CD81 ENO3 RORA PLSCR1 CCND3 CCND2 GABARAPL1 AHR SERPINC1 ANXA4 CYFIP1 GUCY1B1 GPR65 IKZF2 PDCD2L IKZF4 SCN9A TNFRSF8 TNFSF11 CAPN3 SELL ENPP1 SLC39A8 IL1R2 TNFRSF4 SHE WLS SYNGR2 PRKCH S100A1 SWAP70 PRNP IL3RA FLT3LG LTB ADAM19 TNFRSF21 TWSG1 MAPKAPK2 GPR83 SOCS1 AGER SOCS2 CD79B IL10 PENK PLPP1 MAP6 SNX9 ICOS ARL4A POU2F1 TNFRSF1B IL2RA CCNE1 HOPX DRC1 CDC42SE2 PHTF2 CTSZ PTH1R ITGAE CD48 MYO1E GLIPR2 NCS1 PTGER2 NFKBIZ SH3BGRL2 CTLA4 SIAT4C LIF CCR4 BATF3 TNFRSF18 CKAP4 SERPINB6 BMP2 CDCP1 PTRH2 COL6A1 IL13 TLR7 ITGA6 IRF6 SMPDL3A IFITM3 MXD1 PLEC AHNAK CST7 COCH RRAGD IL1RL1 IL10RA PLAGL1 TNFSF10 LRRC8C ABCB1 DCPS CD83 PRAF2 CSF2 SPRY4 CSF1 HUWE1 P2RX4 ARHH TTC39B IL2RB SYT11 SNX14 ETFBKMT IL18R1 CDKN1C F2RL2 BMPR2 EEF1AKMT1 APLP1 FURIN MAP3K8 DENND5A MYO1C PHLDA1 HEL-S-66 IGF2R HIPK2 BHLHB2 BCL2L1 ETV4 CASP3 UMPS TNFRSF9 P4HA1 GPX4 RGS16 IFNGR1 PNP EMP1 GADD45B CISH HK2 SLC2A3 TRAF1 XBP1 ITGAV GATA1 SELP PIM1 NFIL3 AMACR ADFP BCL2 RHOB NOP2 KLF6 IRF4 BATF TIAM1 CDC6 CD44 IRF8 NRP1 UCK2 FGL2 HALLMARK_COAGULATION%MSIGDBHALLMARK%HALLMARK_COAGULATION HALLMARK_COAGULATION MAFF SERPINA1 CPQ PLEK HRG CTSO CTSH OLR1 SERPINB2 GP1BA F3 F8 RAC1 CD9 MMP15 F11 C1QA C1S C1R THBD SERPINC1 TMPRSS6 PLG FYN F10 HEL-S-62p ISCU APOC1 CFD KLKB1 KLF7 S100A1 KLK8 A2M PF4 MEP1A CAPN5 MBL2 SPARC SIRT2 MMP9 PLAT CLU COMP F2RL2 GDA MASP2 FURIN CPB2 PEF1 CFI PROZ GNG12 LEFTY2 TF PROC F13B ARF4 C8A RAA1 DUSP14 C8G VWF CTSK FGA MMP7 F9 DCT HEL-S-52 CASP9 MMP10 CRIP2 CPN1 PECAM1 P2RY1 SH2B2 MMP11 HEL-S-41 HTRA1 APOC3 APOC2 MSRB2 ANXA1 USP11 F2 TFPI2 BMP1 FBN1 ITGB3 TIMP3 NR2A1 TIMP1 LAMP2 PROS1 ITGA2 ADAM9 MMP2 SERPING1 MMP3 CFH C2 PRSS23 DPP4 MMP14 C9 S100A13 THBS1 GP9 GNB2