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TRNA_PROCESSING http://www.broadinstitute.org/gsea/msigdb/cards/TRNA_PROCESSING ADAT1 TRNT1 FARS2 METTL1 SARS AARS THG1L SSB POP4 NSUN2
REGULATION_OF_BIOLOGICAL_QUALITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_BIOLOGICAL_QUALITY DLC1 ALS2 SLC9A7 PTGS2 PTGS1 MPV17 SGMS1 AGTR1 AGTR2 APP FLI1 SERPINE1 CDH23 L3MBTL4 NOP58 F8 F9 MYH7 MYH6 F7 MYH9 THY1 NPC1 NPC2 RPS19 HNF4A F5 F2 TFPI GGCX DCBLD2 PABPC4 HFE CDHR2 PPT1 ARF6 BCL2L1 NPHP3 CDC42EP2 CDC42EP1 ARAP1 ARAP3 PABPC1 CDC42EP4 CDC42EP5 NTF4 TAOK2 PAIP1 SPHK1 PCDH15 RPS6 RERG AVPR1B AVPR1A SLC9A1 LIMA1 HNF1A GLRA1 USH1G SPI1 BNIP3 ZNF675 LATS1 DFNB31 NMUR2 SLC22A4 SERTAD3 TRPV4 CETP MYC SLC22A2 USH2A SERTAD2 CLN3 AIFM3 LYN TP53 NDUFA13 WAS GPR98 NCK2 INHBA GNAQ NCK1 USH1C GNB3 TMSB4Y CLN5 CLN6 ALOX12 TFR2 PML MAGI2-IT1 CCL23 PCSK9 RASA1 IL6 OPRL1 IL7 CCL19 CCL15 TMPRSS6 PLG TMPRSS3 SELS CCL11 CCL13 CCL14 LARGE MT2A NARFL MC4R CP IL2 BARD1 BMP10 GNA15 GRIK2 ATP6AP2 ATOX1 GNA12 OSGIN1 CXCL12 TGFB1 TGFB2 APOA4 APOA2 APOA1 CDKN2A SLC2A4 CDKN2C CDKN2D APOA5 GALR2 RGN S1PR3 BUD31 LPAR2 LPAR3 S1PR4 BCL10 KCND2 BAIAP3 SLC34A1 SLC34A3 DDIT3 RENBP HIF1A EP300 THBD SLC40A1 XRN2 FGD2 CCL1 C3AR1 FGD1 CCL3 DRD1 CCL2 CYSLTR1 ADORA2A ABCA2 ABCA1 CCL5 CCL7 P2RY4 P2RY2 DYRK3 FGD5 ANGPTL3 FGD6 FGD4 SNAPIN ATP7A CDKN1A CDKN1B CXCL13 CDKN2AIP XCL1 CACNA1C CACNA1A ATP7B CORIN PEX6 MBP SLC1A3 ALAS2 NDUFS3 AKR1C1 NDUFS1 IP6K2 KNG1 CDK6 RB1 TARBP2 CHGA LCK CNTN4 UBB ALDH9A1 VIP TAC1 EGLN2 PF4 EGLN1 CD9 TSPYL2 A1CF HRH3 PRSS2 REN GCHFR GUCA1B COL4A4 PLP1 KLK8 CEBPG SLC12A4 NF1 MAL C4BPB LEP RDH12 PPP1R9B GCK BAX SYT1 UTS2 AURKA CD52 BAK1 APOE LCAT CHRNA7 ERAP2 CHRNA1 EIF2B2 EIF2B4 EIF2B5 FTL F12 CLRN1 GTPBP4 C5AR1 F10 PPARGC1A CCR9 ERP44 CCR8 CCR7 CCR6 CD36 CCR5 COLQ RHCG CCR4 CD40LG ATP2C1 CCR3 TBRG1 CCR2 NPTN STC1 BIN3 IQCB1 KCNMB3 KCNMB4 CLCN3 KEL BDKRB1 BDKRB2 CALR RIMS1 KCNMB2 F13B ACE STX12 CDA FBXO7 PLAT SMAD4 SMAD3 ABCG1 NOTCH2 CEL CD55 NPY ETS1 CD59 GHSR GRK1 CCKAR MCHR1 PPARD ACVRL1 BCAR1 PTEN EDNRA GPX1 FXN SAA1 XCR1 CCKBR PRG3 APTX AMIGO1 GRM4 PROK2 NPPB NPPA CLDN16 RAB3A AVPR2 CCR1 HPRT1 GCGR GCH1 BCL2 AGT BCL6 CD24 HCLS1 NLGN1 ATP1A3 ATP1A4 NPR1 ATP1A1 BRS3 NPR2 ATP1A2 SOD1 CAPRIN2 COG3 YWHAG YWHAH NUPR1 COG7 CAPG APBB2 APBB1 SEPT5 F2RL2 F2RL3 CASR SNCAIP F13A1 SLC6A4 F2RL1 FOXO3 MMRN1 GDNF GP9 SLC4A1 ACIN1 MTOR FGF20 NEBL PLCE1 GYLTL1B CARTPT GLP1R SRI CAV1 DERL2 GCLC DERL1 ITGB3 ATP6V1B1 LMAN1 GCLM FTH1 SFTPD SLC30A5 ENTPD1 NFE2 MAFB ITGA2 GCM2 SLC4A11 RHOT1 RHOT2 IFI6 COPA CYP11B2 HPS4 CXCR3 AKT1 ACVR1B TPP1 GSN CXCR4 CCDC88C LDB1 NOL8 PROC ACVR2A GHRL MDM4 PROS1 GLRX2 CALCA CALCB FAM107A CDK11A RASGRP4 CDK11B SYN3 GP1BA TNN ENO1 PTPRC MTL5 ISOC2 RHAG VWF GPI HPX SLC5A7 F2R
DNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/DNA_METABOLIC_PROCESS XRCC5 XRCC4 RAD51C XRCC3 XRCC2 XRCC6 ISG20 PRIM1 PRIM2 TLK1 TLK2 POLL POLK GTPBP4 POLI POLH POLG RAN LIG1 POLE LIG3 RAD9A POLB LIG4 PPARGC1A KAT5 ORC1 RAD1 PNKP RFC3 REC8 RFC4 RFC1 CD40LG TBRG1 SMARCAL1 RAD23B ENPP7 RAD23A MRE11A HUS1 CHEK1 PPT1 XAB2 ACD SUPV3L1 POLQ DNMT3B NTHL1 RECQL4 DNMT3A HMGB1P10 RECQL5 TREX2 S100A11 CIDEA TPD52L1 ATR RAD54L ATM PARP3 RAD54B PARP1 NAP1L1 UVRAG BNIP3 MLH1 TERF2IP DMAP1 GLI2 PMS2P1 GLI1 CDT1 NT5M FANCG FANCA TOP2A CCNO NT5E FANCC ATF7IP CDC6 AIFM1 GTF2H4 TP53 APTX RAD52 RAD50 RAD51 RBBP8 GTF2H1 EREG GADD45G RUVBL2 NHEJ1 GADD45A REV3L UNG WRNIP1 POLA1 SPO11 IL7R KIN POT1 SUMO1 CDC45 SET GATAD2A FEN1 IL4 UPF1 NASP GMNN TNP1 IGF1 SPHAR SOD1 TP73 NAE1 ATRX MNAT1 CSNK1D CSNK1E OGG1 REPIN1 MMS19 DBF4 TNFSF13 TGFB1 SETX IGHMBP2 MUTYH RAD21 CDKN2A CDKN2D PMS2 KAT7 PMS1 CIB1 RBMS1 MCM3AP DFFA DFFB PICK1 CECR2 RNASEH2A RPAIN RAD17 XRN2 HMGB1 ACHE HMGB2 BLM TIPIN UBE2V1 UBE2V2 SYCP1 PNP POLE2 RAD51B SMARCB1 POLE3 RAD51D EGF ASF1A HELLS SMG6 PIF1 BRCA2 TSN BRCA1 DNASE2 POLD4 VCP POLD1 POLD2 TDG DNMT1 ABL1 KCTD13 SMC1A ADRA1D DUT PTGES3 NBN FOS MCM7 DKC1 ORC4 SETMAR POLG2 TERT UBE2A CCDC88A REV1 NOL8 DDB1 CYCS PRKCG MCM2 MCM3 UBE2B CDK2 MCM5 XRCC6BP1 PURA UBE2N RECQL XPC BTG2 DDB2 CDK2AP1 ORC5 PTMS DMC1 KPNA2 KPNA1 SMARCAD1 NUP98 MGMT RAG1 SMUG1 RPA4 RPA3 RPA1 RPA2 TFAM ERCC8 ORC2 TYMP ERCC5 ERCC6 TSPYL2 KRT7 ERCC3 TINF2 APEX1 ERCC4 TERF2 ERCC1 ERCC2 EXO1 MSH6 FOXL2 NF2 MSH3 MSH2 CEBPG MSH5 MSH4 MPG ATXN3 ORC3 BAX TEP1 ALKBH1 IGFBP4
AMINO_SUGAR_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINO_SUGAR_METABOLIC_PROCESS UAP1 CHIA GNPDA1 GNE CSGALNACT1 CHST2 CHST4 CHST5 NAGK EXTL2 SLC35A3 CHIT1 ST3GAL2 LARGE CHST7 CHST6 ST3GAL6 B4GALNT2 NANP
BIOPOLYMER_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/BIOPOLYMER_CATABOLIC_PROCESS BTRC HNRNPD USE1 RNASEH1 RNF217 ISG20 CDKN2A CPA2 FBXO22 ANAPC2 MTOR ANAPC5 DFFA DFFB ANAPC4 UBR3 CECR2 RNASEH2A UHRF2 UBR5 MGAM FBXL4 AMFR XRN2 FZR1 DERL2 SYVN1 DERL1 PABPC4 UBE2V2 NEDD8 PPT1 ANAPC10 HSPA1B CHIT1 ARIH1 UBE2D3 UBE2D2 INS RNF11 UBE2D1 NTHL1 FBXO7 NPLOC4 SMG6 SMG5 SMG7 CIDEA CDC23 SMG1 PCNP CDC20 TPD52L1 UBE2L3 PSMC5 VCP POP1 HGS SMURF2 SMURF1 UBE2E1 KIAA0368 TSG101 UBE2G1 UBE2G2 BNIP3 AUH ZFP36 ABCE1 UBE2A AIFM1 UFD1L CYCS UBE2I PRKCG UBE2H UBE2C UBE2B UBE2N UBE2K GAA ERN2 MDM2 SIAH1 UBB SIAH2 MDM4 UBE3A EGLN2 STUB1 EDEM1 ERCC5 SQSTM1 RNASET2 PRSS2 ERCC3 ERCC4 USP33 ERCC1 ERCC2 RNF144B FOXL2 UPF2 RNASE2 UBE4A RNASE3 RNASE6 UBE4B PARK2 SOD1 SELS PSMD14 GSPT1 PPP1R8 BAX FAF1 PYGB
RNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/RNA_METABOLIC_PROCESS HNRNPF HNRNPD SYNCRIP MED24 RORB MED23 REST MED21 MED20 ISG20 EPC1 TAF5L DHX38 FOXF1 MED26 FOXF2 MED27 VPS4B PQBP1 ZNF396 PATZ1 IKBKAP PCBD2 RREB1 KDM5B PTBP1 KDM5A MED12 MECP2 MED14 MED13 SARS2 PTRF MED16 MED17 SHOX MYBBP1A CPSF3L CRTC1 PABPC4 DUSP11 VPS72 FOXH1 TRA2B PABPC1 SRSF11 SPOP DHX8 PAIP1 CELF1 ESRRG C19orf2 USF1 NOLC1 POP1 POP4 PARP1 TAF1C ELF1 ELF2 TAF1A HTATIP2 ELF3 ELF4 ELF5 CWC15 EZH2 SPI1 TP63 ZNF346 ZNF345 DAXX YBX1 YBX2 AUH ZNF350 ZNF148 ZNF146 BRD7 SPIB TAF1L BRD8 ATF7IP BRF1 MTERF TP53 ZNF143 TTF2 ARHGEF11 MYCN INHBA EREG ZNF136 ZMYND11 ZNF367 NUFIP1 ZNF177 SF3B4 SF3B3 ZNF174 SF3B2 USP39 DHX15 DHX16 MARS2 FOXD3 MYF6 IL4 UPF2 UPF1 LMX1B TRIM29 TRIM28 MYF5 TRIM27 TRIM24 PHF12 SF3A2 SF3A1 TRIM22 TP73 SF3A3 ATRX ZNF157 SFPQ FOXE1 FOXE3 TXNL4A NCBP2 NCBP1 PRPF4B LMO4 SNRPD3 SNRPD1 SNRPD2 NR2E3 TCEAL1 TGFB1 MDFIC SCRT1 BCL10 ZNF593 POU2AF1 RNASEH2A CSDA BICD1 HIF1A TCFL5 TFAP2B SMARCA5 MNX1 TFAP2A EDF1 NFE2L1 NFE2L2 TFAP2C NFE2L3 SMARCA1 SMARCA2 LITAF UBE2V1 ABCA2 NR2C2 CXXC1 MEIS2 SMARCB1 TEAD4 SNF8 AIMP1 HELLS TFDP1 BRIP1 HDAC5 ATF6 RBMY1A1 HDAC4 ATF5 ATF4 NRF1 HDAC2 DYRK1B SMARCC1 SMARCC2 ATF7 ABL1 HDAC8 E2F1 E2F2 E2F3 RSF1 E2F6 PAX5 PAX3 PAWR PAX2 PAX1 TMF1 MAX WARS MAZ DKC1 PAX8 LRRFIP1 PTGER3 SLA2 PRPF3 PRPF6 ERN2 ZFPM2 JMJD1C SRSF10 HIC1 TFAM PRPF8 ECD GTF3C6 CEBPZ NFATC4 GTF3C2 NFATC2 NSUN2 NFATC3 GTF3C4 NFATC1 CEBPA MAF CEBPB CEBPD NFRKB CEBPG GRSF1 SLBP MED30 ID4 FST HIRA DDX17 PPARGC1A PPARGC1B MTF1 PRDM4 ABT1 MNT PRDM1 TGFB1I1 KAT2A DEAF1 FARS2 AFAP1L2 CALR PLAGL1 PPAN DUX1 MAML3 BCOR TCF25 MDFI KLF5 IKZF3 KLF7 MLL KLF9 MAML1 MAML2 RYBP UBP1 HNRNPA0 POLRMT RNF4 TCEB3B SUPT16H TCF19 RBPJ TCF12 NCOR1 ZFHX3 TCF15 KLF4 PPARA ZBTB32 PPARD PPARG ZEB1 GLI2 HSBP1 ZBTB38 GLI1 KCNIP3 ZFP36 CCNK CCNH MBD1 SCAP RBBP8 RIPPLY1 ETV7 ZBTB16 KIN NR1D2 THG1L ETV1 MLLT1 PEX14 HSF2BP BCL6 MLLT6 HCLS1 SNAI2 SOD2 PREB UBTF MYOD1 FOXO1 APOBEC3G FOXO3 FOXO4 APOBEC3F SMNDC1 SETX GATA1 GATA2 ATOH1 GATA6 GATA3 GATA4 RBMS2 KAT7 GABPB2 RBMS1 HNRNPUL1 FOXN1 ZNF189 RRP9 AHR FOXN3 SLU7 KARS NKX3-2 NOVA1 SREBF1 SNW1 FOXP3 BRCA1 SREBF2 PPIG DNMT1 POU6F2 FOXK2 FUBP1 FOS DGCR8 ANG POU4F2 DBR1 POU4F1 MKL2 ALX1 NANOG SP100 MSC UBN1 NRIP1 CD3EAP BPTF ZMIZ2 MDM2 MDM4 CUX1 ZFP161 GLIS3 TNF TRA2A GLIS1 HCFC1 HCFC2 ERCC6 CDK11A POU2F3 CDK11B POU2F2 NFAT5 GEMIN8 GFI1 SCAF11 GEMIN6 ERCC3 GEMIN7 GEMIN4 GEMIN5 ERCC2 SIRT4 SIRT5 SIRT1 IRF9 GSPT1 DR1 IRF7 THRAP3 IRF8 IRF1 IRF2 IRF3 SLC2A4RG LSM6 XRCC6 INTS1 HOXD13 RP9 INTS2 ZNF638 INTS3 ZNF254 CITED1 CITED2 INTS9 INTS8 INTS5 INTS4 INTS7 INTS6 LSM5 LSM4 LSM3 LSM1 YARS ZNF45 RXRA NOP58 ZHX1 ZHX2 ZHX3 HNF4G KAT5 NME2 HNF4A ZNF238 RPS14 SMARCAL1 TGIF1 GEMIN2 ZNHIT3 TRAPPC2 ZNF76 MYEF2 HSPA1B SNRNP40 HEXIM2 HEXIM1 PIR ZNF74 TCF4 VEZF1 TCF3 ARHGEF10L UTF1 TCF7 KLF12 KLF13 KLF10 MAP2K3 KLF11 TFCP2 TRPS1 MZF1 HLF HNF1B HNF1A CRNKL1 RRN3 HSF2 CREG1 HSF4 MYC BATF3 ZNF281 SRPK2 ZNF282 EXOSC7 GMEB2 PTF1A GTF2H4 EXOSC2 NDUFA13 EXOSC3 FOSB SRPK1 MXD4 GTF2H1 JMY CIAO1 PFDN5 RUVBL1 NSD1 CLOCK ZNF274 CREM ZNF35 RNASET2 TADA2A LIMD1 SUPT4H1 TRIP11 TRIP13 ZNF263 SNRNP70 TNP1 ELAVL2 ELAVL4 RPS6KA5 MNAT1 TADA3 RPS6KA4 PPBPL2 NAA15 RBAK TCEB2 TCEB3 TCEB1 PHF5A NR5A2 NR5A1 MMS19 RNMT RBM3 SNRNP200 RBM5 RBM6 TBP RBFOX2 CBFB GTF2E1 GTF2E2 DDX23 SMARCD2 SMARCD3 SMARCD1 DDX20 SNRPA1 HDAC10 ARID1A HNRNPR JUNB DDIT3 DDX39A PA2G4 RBPMS SMARCE1 RBMY2BP XRN2 HMGB1 EID1 HMGB2 CNBP CCRN4L SNRPB2 TROVE2 TCERG1 RPL6 METTL1 JUND TAF9 HNRNPC TAF2 TRIP4 SMG6 EPAS1 TAF5 SMG5 TAF8 SMG7 SMG1 NEUROG1 TRNT1 GTF2F1 GTF2F2 PRKAR1A DDX54 FOSL2 ARID4A ZNF202 DEK CTCF FEV NFIL3 FOSL1 NFX1 SARS ARID5B ARID5A CDK9 RB1 ESR2 CDK7 HMGA2 HMGA1 TARBP1 TARBP2 NCOA6 CPSF6 CARM1 CPSF3 CPSF1 NFYC NFYB NFYA NR3C1 IVNS1ABP TSC22D1 ADAT1 TSC22D3 ORC2 CHD2 CHD1 CHD4 CHD3 RNASE2 RNASE3 VHL RNASE6 CREB5 FBL DBP ZRANB2 CDX2 RNASEH1 PTTG1 NONO PRIM1 SRSF6 SRSF7 SRSF4 SRSF5 SIN3A SFSWAP SRSF9 TRAK1 PRIM2 U2AF1 RARB SUPT5H TWIST2 PITX2 TWIST1 YY1 NKX2-8 AARS SRSF1 TAF6L NOP56 SRSF2 UHRF1 RARS ELL IGF2BP3 AGGF1 DRAP1 HTATSF1 CDC40 HNRNPH3 NKX2-5 HMGB1P10 BMP2 SUB1 CREBBP SMAD4 SMAD3 SMAD2 PMF1 NOTCH2 NOTCH4 JAZF1 SRSF12 BMP6 ADAR CCNT2 COPS2 GTF3A COPS5 TBX22 TBX21 CCNT1 NFKB1 NFKB2 RNGTT BLZF1 PARN GFI1B ASH2L NR2F2 MSL3 ABCE1 SNAPC5 PRPF31 TBX10 POLR1E ZNF354A SNAPC2 SNAPC4 SNAPC3 SF1 POLR1C GTF2B MED6 CTNNBIP1 HNRPDL MED7 CHMP1A MED4 GTF2I ASH1L NOP14 SRCAP TBX19 MED1 POLR2G POLR2F POLR2E NMI POLR2L POLR2K POLR2J POLR2I EHF POLR2D POLR2C POLR2B SUFU MRPL12 SQSTM1 GATAD2A POLR3G BCAS2 POLR3H TBX3 POLR3K TBX2 TBX5 AFF4 ILF3 STAT1 POLR3C PRPF18 STAT3 STAT2 ILF2 PPP1R8 NEUROD2 PHF21A PBX1 RBM14 PBX3 CIR1 PBX4 HNRNPAB THRA CRABP2 HOXC6 TARDBP HOXC5 SRRM1 TFB2M MYO6 DARS SNRPN EFTUD2 ARNTL NR0B2 ELL3 NR0B1 TRERF1 ELL2 ADRM1 TIAL1 SNRPB LUC7L3 SNRPC SNRPF SNRPG TFAP4 SOX5 ELK1 NHP2 BTF3 SKIL RUNX1 RNF14 RUNX3 MAFF CSTF3 NFE2 CSTF2 SAP18 SSB RNPS1 INTS12 GSC2 INTS10 GCM1 PSMC5 MAFA CSTF1 SOX21 NR6A1 BUD31 MEN1 NAA16 POU5F1 SOX18 ELP4 KHDRBS1 ELP3 ELP2 NOL3 LDB1 SOX12 NRL KHSRP ING4 SUPT3H ING2 NFIX POU1F1 TCF7L2 TNFRSF1A NPAS2 HAND1 HAND2 NUDT21 APEX1 ENO1 ERF DTX1 SOX30 CBY1 DIS3 SP1 SP2 SP3 SP4 NFIC CRK
GLUCAN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLUCAN_METABOLIC_PROCESS GCK PYGM GSK3B EPM2A MGAM GAA GYS2 GYG2 DYRK2 PYGB
PROTEIN_POLYUBIQUITINATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_POLYUBIQUITINATION ERCC8 HUWE1 DZIP3 DDB2 UBE2V1 UBE2V2 AMFR UBE3C UBE2D1 TRAF6 STUB1
PROTEIN_OLIGOMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_OLIGOMERIZATION SYT1 AASS TP63 HPRT1 IGF1R NOD2 NOD1 APOE DGKD UPK1A GOPC GPX3 TRPV5 PEX14 CDA TGM3 INSR AKR1C1 BCL10 IRAK1 SCUBE3 ALDH5A1 CCDC88C SCUBE1 MUC20 TP53 ACTN2 MALT1 NLRP3 SEPT11 RAD51 STOM VWF BAX ATPIF1 AMFR SEPT7 EIF2AK3 SEPT9 MAP3K11
REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_SIGNALING_PATHWAY EID2 SNX6 SMAD4 CIDEA SMAD3 SMAD2 TGFB1 CITED2 CDKN1C PEG10 CDKN2B HIPK2 IL17F ENG
DNA_REPAIR http://www.broadinstitute.org/gsea/msigdb/cards/DNA_REPAIR MMS19 XRCC4 RAD51C XRCC3 XRCC2 XRCC6 SETX IGHMBP2 MUTYH RAD21 CDKN2D PMS2 PMS1 CIB1 POLL POLI POLH POLG LIG1 POLE LIG3 RAD9A LIG4 KAT5 RAD1 PNKP RFC3 RPAIN RAD17 HMGB1 RAD23B HMGB2 BLM MRE11A RAD23A HUS1 UBE2V1 UBE2V2 XAB2 POLE2 RAD51B POLQ NTHL1 ASF1A RECQL4 HMGB1P10 RECQL5 TREX2 BRCA2 ATR RAD54L ATM BRCA1 VCP POLD1 TDG RAD54B PARP3 SMC1A ABL1 PARP1 NBN UVRAG MLH1 PMS2P1 FANCG CCNO FANCA FANCC UBE2A REV1 DDB1 GTF2H4 TP53 APTX PRKCG RAD52 UBE2B RAD50 XRCC6BP1 RAD51 GTF2H1 RBBP8 UBE2N RECQL XPC BTG2 GADD45G DDB2 RUVBL2 NHEJ1 GADD45A WRNIP1 UNG POLA1 SMUG1 RPA1 ERCC8 SUMO1 ERCC5 ERCC6 ERCC3 ERCC4 APEX1 FEN1 ERCC1 ERCC2 EXO1 MSH6 UPF1 MSH3 MSH2 MSH5 CEBPG TNP1 SOD1 TP73 ATRX MNAT1 MPG ATXN3 CSNK1D CSNK1E ALKBH1 OGG1
POSITIVE_REGULATION_OF_TRANSLATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_TRANSLATION TLR1 TLR3 TNFRSF8 EIF5A TLR4 TLR6 TLR7 TLR8 TLR9 AZU1 APOA2 BCL3 DAZL LTB EBI3 SPN SAMD4A CD28 EIF2B5 IL4 BCL10 IL6 DAZ1 IL29 PRG3 CEBPG IL27 IL9 CD276 BOLL EREG GLMN IRF4 IL12B ELANE
RESPONSE_TO_VIRUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_VIRUS IL28RA DUOX2 BNIP3 APOBEC3G TLR7 CXCL12 APOBEC3F TLR8 ISG20 CXCR4 IFNK IFNGR2 FOSL1 IFNGR1 ABCE1 SPACA3 IL29 HNRNPUL1 IFI44 HBXIP IFNAR1 LILRB1 IFNAR2 TARBP2 CCDC130 TNF FGR POLA1 RSAD2 IFNW1 CCL8 IVNS1ABP CCL5 CCL4 BANF1 CCL22 IFNA7 BCL2 PRKRA IFNA4 BCL3 PTPRC CREBZF CCL19 C19orf2 TRIM22 CCL11 IRF7 BNIP3L IFNA17
MUSCLE_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/MUSCLE_DEVELOPMENT MEF2C KCNH1 POU6F1 MEF2B MYOD1 AEBP1 MEF2A MYBPC3 UTRN TTN HDAC7 TGFB1 CXCL10 GATA6 MKX MKL2 CHRNA1 BOC IFRD1 EGR3 ACTA1 MYH3 TAZ NRD1 MYH7 MBNL1 MYH6 KRT19 GYLTL1B SMTN TAGLN SGCG ITGB1BP2 SIX1 VAMP5 GAA SGCD SGCE UBB ADAM12 SGCA SGCB MYL6 SRI ACHE CTF1 MRAS FHL3 ITGA11 CACNB2 MYEF2 MTM1 MUSK MYL6B SPEG COL6A3 TEAD4 EMD BMP4 MYF6 COL4A4 FOXL2 FKTN EVC TBX3 MYF5 NF1 CENPF IGF1 MSTN MYOZ1 CBY1 SOD1 COL5A3 TNNI3 CAPN3 CSRP3 SIRT2 HDAC5 LAMA2 HDAC4 MEF2D NOTCH1 MAPK12 LARGE SVIL ITGA7 MYH11 HBEGF CACNA1H HDAC9 IGFBP3 TCF12
POSITIVE_REGULATION_OF_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELL_DIFFERENTIATION PPARG FOXO3 SART1 TGFB2 CALCA ACVR1B ADIG ZAP70 VWC2 ACIN1 RUNX1 BOC BMP4 IL7 TBX5 SOCS5 IL20 ACVR2A INHBA NME2 BTG1 ETS1 SCIN BMPR1B IGFBP3
MITOTIC_CELL_CYCLE_CHECKPOINT http://www.broadinstitute.org/gsea/msigdb/cards/MITOTIC_CELL_CYCLE_CHECKPOINT NBN RINT1 PML KNTC1 TTK BRSK1 TGFB1 ATM TRIAP1 MAD2L1 CDKN2B PCBP4 ZWINT BUB1 BUB1B CHFR MAD2L2 GML CCNA2 RAD17 ZW10
ACTIN_FILAMENT_ORGANIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ACTIN_FILAMENT_ORGANIZATION SHROOM1 SHROOM2 ARHGEF2 LIMA1 ACTA1 FSCN2 NF2 BCAR1 FSCN1 EVL EPB49 SORBS3 RND1 EZR TSC1 SORBS1 PLA2G1B KPTN ARAP1 SPTA1 RHOF DBN1 ARHGEF10L DLG1
PROTEIN_FOLDING http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_FOLDING PDIA2 RP2 PDIA6 PDIA5 CCT3 AIP BAG5 BAG4 PIGK APOA2 BAG2 SEP15 DNAJC7 MKKS ARL2 CLN3 HSP90AA1 APCS ERP29 TBCE CCT6A CLPX LRPAP1 ST13 ERP44 TBCA TBCD PFDN4 TBCC RUVBL2 FKBP9 FKBP6 FKBP5 FKBP4 NFYC LMAN1 PIN4 STUB1 GLRX2 TTC1 UGGT1 CCT6B TOR1A DNAJA1 HSPE1 ERO1L QSOX1 DNAJA3 HSPBP1 CCT7 ATF6 PPIH CCT4 PPIA HSPA4L DNAJB2 AHSA1 DNAJB6
REGULATION_OF_RHO_PROTEIN_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_RHO_PROTEIN_SIGNAL_TRANSDUCTION FGD2 ALS2 FGD1 RALBP1 ARHGAP27 ARF6 TSC1 RAC1 ABRA ARAP1 ARAP3 FGD5 FGD6 FGD4
AXON_GUIDANCE http://www.broadinstitute.org/gsea/msigdb/cards/AXON_GUIDANCE NRP2 CDK5R1 NRP1 NRXN3 OTX2 DPYSL5 NRXN1 GLI2 SLIT1 SLIT2 SHH SEMA4F KAL1 OPHN1 SEMA3B SIAH1 CNTN4 UBB UNC5C SPON2 FEZ2 FEZ1
LIPID_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/LIPID_CATABOLIC_PROCESS HSD17B11 PPARA HACL1 PPARD ECH1 HSD17B14 ECHS1 PPT1 HADHB APOA4 APOA5 HSD17B6 BDH2 ANGPTL3 CPT1B STS ACADM CYP46A1 ACADS ALDH5A1 PLA2G15 CIDEA PNPLA3 CPT1A HAO1 ACADVL CEL YWHAH GLA PRDX6 HAO2 UGT2B4 PLA2G4C NEU3 SMPD4 AKR1D1 PLA2G4B SMPD3
PHOSPHOLIPID_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PHOSPHOLIPID_BIOSYNTHETIC_PROCESS PGS1 IMPA1 SGMS2 GPAA1 SGMS1 PIGK APOA1 DGKE PIGF LPCAT1 PIGG LCAT PIGH PIGB PEMT PIGC ETNK1 PCYT1B PCYT2 AGPAT2 AGPAT1 PIGA PIGZ PIGY PIK3C2A FADS1 PIGV PIGU PI4KA PIGT PIGS PI4KB CHPT1 PIGO PI4K2A CD81 DPM1 DPM2 DPM3
NEGATIVE_REGULATION_OF_NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_METABOLIC_PROCESS FST ZNF254 EPC1 SIN3A WWP1 ZNF396 SUPT5H TWIST2 TWIST1 GTPBP4 KDM5B ZHX1 MECP2 ZHX2 ZHX3 RAD9A PIAS4 ZNF238 TGIF1 PRDM1 SUDS3 ENPP7 VPS72 NR1H2 HEXIM2 DRAP1 HEXIM1 CDA BCOR NKX2-5 TCF25 NKRF DMBX1 MDFI HMGB1P10 BMP2 KLF12 PHB KLF10 KLF11 SMAD4 RYBP S100A11 SMAD3 SMAD2 ATR UBP1 NR1I2 JAZF1 SRSF12 RBPJ KLF4 ZBTB32 PPARD SPI1 TP63 TERF2IP ZEB1 GLI2 HSBP1 ZNF345 DAXX CDT1 ZNF350 GFI1B ZNF148 ATF7IP ZNF281 CDC6 NDUFA13 TLE1 FOSB MXD4 CHMP1A EREG GRM8 ZNF136 RIPPLY1 NSD1 ZMYND11 PML ZBTB16 ZNF177 ZNF174 SUMO1 SET CDC45 LANCL2 GATAD2A PEX14 BCL3 PER1 BCL6 SUPT4H1 FOXD3 TBX3 TBX2 GMNN TRIM27 ZNF24 TNP1 ILF3 PHF12 SNAI2 STAT3 ZNF157 YAF2 PHF21A CIR1 RBFOX2 TCEAL1 TGFB1 KAT8 KAT6B KAT6A ZNF593 ZNF189 NR0B2 CSDA NR0B1 FOXN3 PA2G4 SMARCE1 TIMELESS RAD17 EID1 HMGB1 EID2 GCLC SNX6 TIPIN ELK3 VDR MEIS2 RUNX2 HELLS ZNF423 CREBZF SNW1 FOXP3 UIMC1 BRCA1 HDAC5 SMARCC2 DNMT1 RFX3 HDAC8 PDZD3 E2F1 RSF1 ARID4A E2F6 DEDD NR6A1 ZNF202 CTCF PAWR PDCD4 MEN1 PCGF6 ATP8B1 POU4F2 NRG1 NFX1 KHDRBS1 LDB1 ARID5B SLA2 ARID5A RB1 NRIP1 BPTF MDM2 ERN2 MDM4 CUX1 COMMD7 ZFP161 SRSF10 GLIS3 ING4 BCLAF1 TNF GLIS2 GLIS1 CALCA ORC2 TSPYL2 POU2F1 ERCC4 ERCC1 TERF2 ENO1 NF2 VHL SIRT4 CENPF SIRT5 CBY1 SIRT1 SIRT2 ATXN1 ID2 ID1 IRF7 DR1 IRF8 ARHGAP35 IRF2 ID4 ID3
CYTOKINESIS http://www.broadinstitute.org/gsea/msigdb/cards/CYTOKINESIS SEPT5 SEPT4 PRC1 DIAPH2 AURKC NUSAP1 BRCA2 ANLN BIRC5 RACGAP1 MYH9 DCTN3 RAB35 INCENP CNTROB SEPT6 SEPT7 RASA1 MYH10
SPLICEOSOME_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/SPLICEOSOME_ASSEMBLY SRSF10 SRPK2 CRNKL1 CELF1 SNRPD1 SF1 SNRPD2 SF3A2 SRSF1 SF3A1 SF3A3 SRSF6 SRSF5 SFSWAP USP39 SRSF9 SRSF12 SLU7 SCAF11 GEMIN2 TXNL4A
GLYCEROPHOSPHOLIPID_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLYCEROPHOSPHOLIPID_BIOSYNTHETIC_PROCESS IMPA1 GPAA1 PIGK APOA1 PIGF PIGG LCAT PIGH PIGB PEMT PIGC PCYT1B AGPAT2 AGPAT1 PIGA PIGZ PIGY PIK3C2A PIGV PIGU PI4KA PIGT PIGS PI4KB PIGO PI4K2A CD81 DPM1 DPM2 DPM3
NUCLEOBASENUCLEOSIDE_AND_NUCLEOTIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOBASENUCLEOSIDE_AND_NUCLEOTIDE_METABOLIC_PROCESS FHIT ADCY7 CTPS FIGNL1 PGD OXER1 NT5M NDUFS1 NT5C ALDH6A1 NUDT4 NUDT3 NUDT5 OLA1 C16orf7 DGUOK GMPS NME4 PTHLH NME5 PNKP UMPS PGLS UCN2 ADM GRM8 ADK PRPS1 ME1 CMPK1 ADSS ADORA2A DCK ABCA1 HPRT1 PPAT TYMS TYMP PTH REXO2 CDA ENTPD4 DCTD ERH AK5 ACLY AMPD3 CTNS FPGS PAICS PDZD3 GUK1
NUCLEAR_IMPORT http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEAR_IMPORT HTATIP2 PDIA3 TNFSF14 MXI1 GLI3 TGFB1 AKT1 IPO5 ZFYVE9 RANBP2 NCKIPSD TPR KPNB1 MCM3AP NOP58 NLRP3 FLNA RPAIN NUP205 F2 KPNA6 KPNA5 KPNA4 KPNA3 KPNA2 KPNA1 TNF NFKBIE CDH1 CEP57 BCL3 BCL6 TNPO1 FYB MDFI NF1 SMAD3 PPP1R10 HNRNPA1 NFKBIL1 TONSL CBLB PPIH TRPS1 NLRP12 PTTG1IP FAF1 TRIP6 RERE F2R
POSITIVE_REGULATION_OF_PHOSPHATE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_PHOSPHATE_METABOLIC_PROCESS ITLN1 TGFB1 IL31RA ANG CLCF1 TDGF1 EGF BMP4 EGFR IL3 BCL10 IL5 IL29 LYN HCLS1 IL20 CCND1 CARD14 EREG CCND3 CD80 AKTIP CCND2 CD81 IL12A GLMN PPP2R4 TNK2
NEGATIVE_REGULATION_OF_CELLULAR_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELLULAR_METABOLIC_PROCESS FST ZNF254 EPC1 SIN3A WWP1 ZNF396 SUPT5H TWIST2 TWIST1 GTPBP4 KDM5B ZHX1 MECP2 ZHX2 ZHX3 RAD9A EIF2AK1 ZNF238 PIAS4 BACE2 TGIF1 PRDM1 EIF2AK3 SUDS3 ENPP7 VPS72 NR1H2 HEXIM2 DRAP1 HEXIM1 CDA BCOR TCF25 NKX2-5 DMBX1 NKRF MDFI HMGB1P10 BMP2 KLF12 PAIP2 KLF10 PHB KLF11 S100A11 RYBP SMAD4 SMAD3 SMAD2 ATR UBP1 NR1I2 JAZF1 SRSF12 RBPJ GHSR KLF4 ZBTB32 LIMA1 PPARD SPI1 TP63 ZEB1 TERF2IP HSBP1 GLI2 DAXX ZNF345 CDT1 ZNF350 GFI1B ZNF148 ATF7IP ZNF281 CDC6 ARHGEF2 PRG3 NDUFA13 TLE1 FOSB SIGIRR MXD4 INHBB INHBA EIF4A3 CHMP1A EREG GRM8 ZNF136 RIPPLY1 TMSB4Y NSD1 ZMYND11 PML ZBTB16 ZNF177 ZNF174 SUMO1 CDC45 SET LANCL2 GATAD2A PER1 PEX14 BCL3 BCL6 SUPT4H1 FOXD3 IL6 TBX3 TBX2 GMNN ZNF24 TRIM27 TNP1 ILF3 PHF12 SOD1 SNAI2 STAT3 ZNF157 GLA YAF2 CAPG NLRP12 PHF21A PPP2R4 APBB1 CIR1 RBFOX2 TCEAL1 IL10 TGFB1 APOA2 CDKN2A CDKN2B CDKN2C CDKN2D KAT8 DNAJC1 KAT6B KAT6A ZNF593 SOCS1 ZNF189 NR0B2 CSDA NR0B1 TRAT1 FOXN3 PA2G4 SMARCE1 TIMELESS RAD17 HMGB1 EID1 EID2 GCLC SNX6 KATNB1 TIPIN ELK3 TIMP1 VDR MEIS2 SFTPD CLASP1 RUNX2 HELLS ZNF423 CREBZF SNW1 FOXP3 FURIN UIMC1 BRCA1 HDAC5 CDKN1A CDKN1B TSC1 SMARCC2 DNMT1 RFX3 PDZD3 HDAC8 E2F1 RSF1 ARID4A E2F6 DEDD NR6A1 ZNF202 CTCF PAWR PDCD4 MEN1 GSN PCGF6 ATP8B1 POU4F2 NRG1 NFX1 KHDRBS1 SLA2 ARID5B LDB1 ARID5A PRKCG RB1 INHA MID1IP1 NRIP1 BPTF GHRL MDM2 ERN2 MDM4 MAPRE1 CUX1 COMMD7 ZFP161 SRSF10 GLIS3 ING4 BCLAF1 TNF GLIS2 GLIS1 PAIP2B CALCA ORC2 TSPYL2 POU2F1 ERCC4 TERF2 ERCC1 ENO1 APC NF2 VHL SIRT4 CENPF SIRT5 CBY1 SIRT1 SIRT2 ATXN1 GCK ID2 ID1 DR1 IRF7 IRF8 ARHGAP35 IRF2 ID4 ID3 ELANE IGFBP3
REGULATION_OF_HYDROLASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_HYDROLASE_ACTIVITY ALS2 RAB3GAP2 GNA15 RAB3GAP1 TNFSF15 PMAIP1 EDNRA GPX1 NLRC4 APOA2 CDKN2A CASP9 CASP8AP2 ANG NMUR1 NMUR2 CDKN2D APOA5 RGN BUD31 PLCB2 LPAR2 DHCR24 S1PR4 EGFR AIFM3 C5AR1 CCKBR RALBP1 CYCS TP53 ARHGAP27 NLRP3 HBXIP NLRP2 BCL2L10 THY1 TNNT2 GNAQ IFNB1 PPP6R3 LCK F2 ERN1 ATPIF1 FGD2 FGD1 APOC2 SFN MOAP1 MTCH1 DIABLO ARAP1 ANGPTL3 FGD5 FGD6 HIP1 ANGPTL4 FGD4 COL4A3 FOXL2 CARD8 NF1 SMAD3 BIRC5 STAT1 VCP TSC1 BBC3 BAX IFT57 ADAP1 AVPR1B AVPR1A PPP2R4 APAF1 IFI6 DNAJB6 F2R
PROTEIN_AUTOPROCESSING http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_AUTOPROCESSING TTN UHMK1 CAMKK2 AKT1 IGF1R MAP3K3 PAK2 MAP3K9 LMTK2 PCSK9 PAK1 INSR TAF1 MYO3A KIAA1804 MEX3B TAOK3 CDK12 MOB1B SMG1 STK4 CDKL5 EIF2AK1 MAPK15 DYRK1A MAP3K10 NLRP12 TNK1 MAP3K13 EIF2AK3 MAP3K12 MAP3K11
POSITIVE_REGULATION_OF_RESPONSE_TO_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_RESPONSE_TO_STIMULUS MBL2 TRAF2 CADM1 BCAR1 CX3CL1 TLR8 TGFB2 CFHR1 MAP3K7 TNFRSF1A KRT1 C2 IFNK TRAF6 SCG2 PTPRC CRTAM IL8 IL29 SLA2 CEBPG MALT1 PRKCG NFAM1 TRAT1 SLIT2 CD1D THY1 UBE2N CDH13 LAT2 EREG NPY FYN EEF1E1 IKBKG IL12A GHRL IL12B CD79A GHSR
REGULATION_OF_CELLULAR_PH http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELLULAR_PH CLN3 CLCN3 BCL2 ATP1A3 ATP1A4 PPT1 ATP1A1 ATP1A2 CLN5 CLN6
NEGATIVE_REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS HS3ST5 LST1 SPINK5 TGFB2 MAGI2-IT1 AHSG CALCA SERPINE1 SFTPD CHRNA7 GP1BA CD24 SRGN KNG1 PTPRC SLA2 CIDEA INHA SOCS5 FOXP3 SOD1 TMPRSS6 THY1 PROC TARBP2 INHBA LAX1 F2 GLMN GHRL CARTPT GHSR
REGULATION_OF_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_SECRETION KCNMB4 ACHE SNCAIP FAM3D CADM1 DPH3 PYDC1 IL11 LIF NOD2 APOA2 APOA1 INS ANG PYCARD SCG5 SNAP25 DNAJC1 SRGN SERGEF CRTAM CARD8 STX1A MYO6 CIDEA INHA ARFIP1 FOXP3 NLRP3 NLRP2 OSM INHBB INHBA GCK GHRH SCIN NLRP12 GHRL GLMN CARTPT
SYSTEM_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/SYSTEM_DEVELOPMENT MEF2C MEF2B HRAS GDA MEF2A BTD PPP2R5D RORB MYLIP SART1 BTK CUL7 SH3GL3 BRAF PDPN LIG1 MYH3 UGCG LIG3 MYH7 MYH6 MYH9 MARK4 PROX1 THY1 DOC2A TAGLN SERPINF1 FOXG1 ZNF384 SHOX PMP22 EIF2AK3 SH3GL2 SH3GL1 OSTF1 AMTN SERF1B CACNB2 T ATN1 KAL1 IL17F ZAP70 SPP2 CYP46A1 NTF3 MOBP SERPINI1 SMURF1 MAB21L2 FGF5 NEURL FGF7 HTATIP2 ELF3 TCOF1 SPI1 SCRG1 NMUR2 FGF2 GHR EGFL7 LYN WAS INHBA EREG LRMP FOXC2 FOXC1 IL12B CSF1 NNAT TRIM15 SNRK COL7A1 PKD2 PAPSS1 PAPSS2 C1GALT1 WNT8B PPP1R17 MYF6 IL4 IL3 IL8 LMX1B IL7 MYF5 NTNG1 IGF1 NTNG2 IGF2 PHYH CDH13 ACCN1 MEF2D STAB1 EPGN BNC1 FOXE1 AMOT IL2 GRIK1 LMO4 IL18 TGFB3 PDX1 LRRC4C NR2E1 IL10 TGFB1 TGFB2 CXCL10 TDGF1 BCL10 STMN3 IL27 BAIAP2 ENC1 MGP NRD1 IL20 EP300 VAMP5 TFAP2B TFAP2A EDA SMARCA1 SNTG2 FGD1 CCL2 ADORA2A ST8SIA2 MDK NR2C2 TEAD4 PCDHA10 PCDHA11 EGF CCM2 FKTN MEA1 JRKL P2RX5 HDAC5 HDAC4 S100B ST8SIA4 DYRK1A MYO16 FABP1 SCN8A HDAC9 FABP7 FABP5 CELF3 PAX6 PAX5 PAX4 PAX3 PAX2 PAX1 MBP SPRY2 PCDH1 RNF103 TIE1 CNTN6 IFI16 HOXC11 GAA CNTN4 NRGN UBB CASQ2 RAG1 BRSK2 APLP1 CD9 COL9A1 COL9A2 AVIL CD4 CALML5 DCLK1 SECTM1 EBP KLK7 KLK8 KL CEBPG KLK5 MAL COL5A3 FRZB COL5A2 BAX GDF11 GDF10 NELL1 LHCGR FST UTRN TPD52 MOG ATP2B2 DSPP ATXN10 APOE CEP290 ERAP1 COL12A1 RAB26 COL10A1 MATN3 CD3D VANGL2 KRT13 KRT10 SCEL FARP2 HES1 KRT19 RND1 KRT17 KRT16 ATP2C1 KRT15 KRT14 VEGFA NPTN LRCH4 EXT1 EXT2 PNMA1 IQCB1 CDK5R1 RBP2 HOXB13 EPHB4 EPHB1 EPHB2 AHSG SEMA5A TCF21 LHX1 CRMP1 LHX3 SMA4 LHX6 MAML3 OLFM1 BLNK COL18A1 IKZF3 MLL IKZF1 HPCAL4 KRT31 CELSR1 KRT34 KRT32 NCKAP1 DLX2 ATP2A2 ETS1 DLX6 DLX5 ETS2 GHSR TCF12 TCF15 KLF4 NRP2 PCDHA6 PCDHA7 PCDHA8 PPARD ARSE ACVRL1 NRP1 PCDHA2 PCDHA3 PCDHA4 PCDHA5 MYBPC3 PCDHA1 GLI2 KCNIP2 SPINK5 PTEN CANX GLI1 AES GNPAT MKX SEMA3B PCDHB9 PCDHB5 PCDHB6 UFD1L PCDHB3 PCDHB4 PCDHB2 ARTN NFAM1 AMIGO1 PROK2 SEMA4F NPPB CXCL1 PARD3 ETV7 RAB3D ZBTB16 AZU1 LY6H VWC2 APBA2 APBA1 JARID2 HCLS1 NLGN1 NPR1 GJB5 NPR3 SNAI2 SOD1 GJB1 CD1D YWHAG YWHAH SVIL PHGDH NHLH2 PTCH1 PTCH2 ATP6V0A4 TMEM176B NHLH1 VLDLR MYOD1 CASR NRTN MMP9 FOXO3 TTN FOXO4 GDNF GHRHR PRKACG WNT1 PROP1 GATA6 ROBO1 GATA4 ROBO4 ROBO2 PDGFC KRT85 LGI1 KAT8 IFRD1 KRT83 KAT6A PICK1 FOXN1 CBLN1 LSAMP OPHN1 DSP NRSN1 EMP1 FGFR1 FGFR3 GREM1 PCDHAC2 PCDHAC1 ITGAX HTT BMX ITGA2 FOXP2 ITGA7 GLMN CYFIP1 CD79A CHRD POU6F1 AEBP1 POU6F2 DGCR2 ANG DGCR6 POU4F2 MKKS POU4F1 SRD5A2 MKL2 SHC3 BOC KIRREL3 ALX1 DMRT1 DMRT2 ALK FSHR EVPL EYA2 BPTF KRTAP5-9 SCIN ITGB1BP2 GHRL UTP3 KRT6A KRT6B UBE3A MTM1 NPTX1 COMP POU2F3 TGM3 TGM5 ERCC3 CRIM1 ERCC2 SCG2 ZBTB7B GLRB FOXL2 PARK2 SIRT2 ATXN3 MAP1S BMPR1B IGFBP3 IGFBP4 ALS2 HCCS HOXD13 L1CAM HDAC7 CITED2 FLI1 CTGF SYK PHOX2B PITPNM1 NME2 RPS19 MSX1 TRAPPC4 ATPIF1 TRAPPC2 ADAMTS4 ODAM EMCN NAGLU ERBB2 MYEF2 PPT1 HESX1 NPHP3 MUSK DMBX1 DVL2 DVL3 KLF10 SPHK1 MSTN TNNI3 DVL1 PCDH18 SHOX2 TRPS1 TLL1 KCNH1 RTN4 HNF1B ZNF675 DGCR14 RTN1 DFNB31 MAPT USH2A STS ACTA1 STX2 CMKLR1 PTF1A TLE3 TLE1 TLE2 GPR98 FLNA NAB2 KIAA1217 RAPGEFL1 NHEJ1 CLN8 CLN5 FHL3 PML PCDHB15 PCDHB14 PCDHB13 PCDHB12 PCDHB11 ITM2B PCDHB10 PCDHB16 PCDHB17 COL6A3 CSDE1 PCSK9 HSD17B3 SIM1 RASA1 SIM2 CAPN3 PLG RPS6KA6 RPS6KA3 LARGE ADAP2 HBEGF MPPED2 CTNS NR5A1 GFRA3 BMP10 CHERP HMGCR JAG2 TNFSF13 TNFSF12 ZIC1 ZIC2 NRCAM GPR45 APOA5 UNC5C SPON2 BPNT1 MATK RET TAZ SIX3 DLL3 VAX2 SIX6 GPR56 SIX1 COL1A2 COL1A1 ACHE DRD2 MRAS CNTFR EXTL1 ECE2 DYRK3 ANGPTL3 ANGPTL4 ADAM23 NEUROG1 NEUROG3 ANKH NDUFV2 MYH11 CACNA1H ADAM22 ASPRV1 PRDX1 CDC42 ALAS2 NDUFS4 TRIM3 HEY1 PCP4 HEY2 DLG4 RHOB LIMK1 OTX2 CDK6 MBNL1 NCL CDK5 CHRM3 CHRM2 NCOA4 CHRM1 NCOA6 LCK ACVR1 ABLIM1 IRX4 CTF1 NDP RNH1 PF4 DCN ALDH3A2 MSX2 DCT COL17A1 DNER PAFAH1B3 PAFAH1B1 DCX COL4A4 COL4A3 COL4A2 PLP1 NF2 ALPK3 COL13A1 HCK NF1 FBN1 DPYSL5 DPYSL4 RCAN1 DPYSL3 DPYSL2 ANXA2 HEYL SMPD1 JAK2 APAF1 FEZ2 FEZ1 NOG CDX1 S100A7 SNCA AQP4 POSTN ADORA1 SHH BDNF PLOD1 CHRNA4 CHRNA7 PITX3 CHRNA1 EIF2B2 EIF2B3 TWIST2 EIF2B4 TWIST1 EIF2B5 PITX2 EFNB3 NKX2-6 MDGA1 MDGA2 C4orf6 TBR1 PRELP CD40LG LAMC2 EFNA5 LAMC1 HOXA13 ELN ITGA11 TAGLN3 MYT2 LAMB3 AGGF1 BAI1 AGRN LAMB1 IL1RAPL2 EMD NKX2-2 BMP4 BMP2 BMP1 TRPC5 SMAD2 EN1 MYOZ1 CSRP3 NKX6-1 LAMA2 NOTCH2 NOTCH1 LAMA3 NOTCH4 TMOD2 ENG LHB GYPC SPG7 TM7SF4 CDSN TNFRSF11B ALOX12B COL11A1 DNAJC19 DHCR24 FLOT2 RBM45 SLIT1 SLIT2 SLIT3 VCX3A SGCG SGCD SGCE SIAH1 ADAM12 SGCA SGCB SHROOM2 SHROOM4 STATH COL2A1 SUFU MLF1 SPEG UGT8 LECT2 FZD9 TBX6 TBX3 PTPRZ1 TBX5 TBX4 AFF2 TBX1 EIF2B1 STAT3 COL19A1 MAPK12 CLEC3B DRP2 CLEC3A NEUROD2 PBX1 CIT PBX3 PBX4 FGF19 FGF14 WFS1 FGF17 CRABP2 FGF16 ARNT2 FGF11 FGF10 FGF13 FGF12 CSPG5 ANKRD7 IL31RA GSTM3 ACIN1 ODZ1 DSCAM SOCS5 MEPE NR0B1 TIMM8A NUMBL PTHLH PLCE1 GYLTL1B CARTPT KALRN PRPS1 MYL6 SRI LST1 SOX3 ONECUT2 MAP4K2 NINJ2 NINJ1 MAP4K1 DSCAML1 ATP6V1B1 SOX8 B3GNT5 SFTPD RUNX1 RUNX2 SFTPB SRGN MEST PARD6B EVC MAFB CPNE6 DMP1 TINAG GCM2 LSR CRX GSS ACVR1B TPP1 PTH1R SOX15 KCNQ2 PRL EGR3 EGR2 SOX14 NRXN3 ALDH5A1 SOX11 LDB1 NRXN1 INHA ACVR2A SMTN BTG1 BTG4 NAIP GSTP1 RTN4RL1 SPOCK1 POU1F1 KRT9 CALCA NPAS1 NPAS2 UTP11L HAND1 KRT5 HAND2 MYL6B RASGRP4 PTH MSI1 KRT1 POU3F3 PTN KRT2 RTN4RL2 PTS PTPRC DTX1 PLAC1 CENPF SPARC CBY1 RACGAP1 GMFB PSPN CASP14 SPRR1A KCNN3 SPRR1B
BIOGENIC_AMINE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/BIOGENIC_AMINE_METABOLIC_PROCESS SNCAIP PRG3 HPRT1 IDO1 BBOX1 TGFB2 OAZ2 OAZ1 COLQ DIO2 SULT1B1 ASMTL ETNK1 DHPS DIO1 SLC5A7 SMS
POSITIVE_REGULATION_OF_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_SIGNAL_TRANSDUCTION RPL17 SLC44A2 VAPA TBK1 TSPAN6 TLR6 CITED2 IL31RA MYD88 TMEM9B CDKN2B MIER1 ABRA BUD31 GPR89A BCL10 BST2 IL29 GOLT1B RELA FADD CD40 TRAT1 IL20 TRIM38 VOPP1 ATP2C1 MIB2 RIPK2 NEK6 PPP5C LITAF UBE2V1 AFAP1L2 CXXC5 TAB2 ADRB3 RAC1 TRAF7 EGF TRAF6 TRAF5 CFLAR CARD9 TAOK2 LGALS1 TAOK3 NDFIP1 NDFIP2 TPD52L1 MALT1 ECM1 LGALS9 TRADD CDKN1C TRAF3IP2 APOL3 NOTCH2 IKBKE TNFSF10 PLK2 NUP62 CDKN2AIP SLC20A1 FASLG GJA1 TP63 MUL1 CANT1 SHISA5 ACVR1B NOD2 NOD1 CLCF1 HMOX1 CASP8 TICAM1 TICAM2 RHOA TGFA TMEM101 RHOC CASP1 LTBR LYN NFAM1 WLS ECT2 FLNA UBE2N ACVR2A GRM4 ZDHHC17 ADRB2 ACVR2B TNFRSF10B EREG ZDHHC13 RIPK1 HIPK2 IL12A EEF1D MAVS PPM1A TFG TRIM13 FKBP1A TNFRSF1A TMED4 REL MAP3K3 SLC35B2 RASGRP4 PLEKHG5 CC2D1A CD27 PTPRC SECTM1 HCLS1 EDA2R BIRC2 CDH13 EPGN EEF1E1 HTR2B F2R
ESTABLISHMENT_OF_PROTEIN_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ESTABLISHMENT_OF_PROTEIN_LOCALIZATION RAB3GAP2 TSPO LTBP2 CADM1 XPO6 AP1G1 LMAN2L EIF5A TNFSF14 MIPEP MXI1 AGXT KLHL2 TGFB1 AIP SSR1 APOA2 NLRC4 APOA1 HOMER3 TRAK1 CEP290 TLK1 RPL11 DNAJC1 KIF13B EGFR MCM3AP CRTAM MYO6 CD3G STAP1 VPS45 NOP58 ERP29 LRP1B OPTN MYH9 NUPL2 RPAIN BACE2 PEX26 F2 RTP3 RTP2 ARFGAP3 PPY ACHE DERL2 RTP4 DERL1 NFKBIE RTP1 CTSA PPT1 STRADB ABCA1 PYDC1 CALR CDC37 UHMK1 CD74 INS NPM1 DUSP16 ANGPTL3 TRAM1 SEC23IP SRGN MDFI CARD8 CIDEA SMAD3 SNAPIN ICMT ARFIP1 REEP1 FOXP3 ABCG1 NFKBIL1 TRNT1 TONSL STRADA PPIH CBLB VCP TRPS1 PTTG1IP GLMN LGTN TRIP6 XPO7 RERE PDIA3 TIMM17A HPS4 TIMM17B PEX6 AP3S2 DPH3 PDIA4 PEX3 GLI3 CANX PEX7 AKT1 SEC62 NOD2 PEX1 ANG ZFYVE16 TAMM41 ZFYVE9 IPO5 NCKIPSD RANBP2 COX18 TPR KPNB1 KDELR1 AP3B1 TOMM34 KDELR2 RPGR TIMM23 NLRP3 NLRP2 TIMM44 FLNA MFN2 ZDHHC17 ATG4D ATG4C ATG4B ATG4A NUP205 ARCN1 TOMM20 KPNA6 KPNA5 TOMM22 KPNA4 ARL4D KPNA3 KPNA2 KPNA1 AP1M2 TNF CDH1 SEC63 NAGPA NUP214 PEX19 CEP57 AP3M1 TAP2 PEX16 PYCARD AP3D1 BCL3 PEX14 PEX13 SCG5 BCL6 PEX12 APPBP2 CD24 SYNRG TNPO1 PEX10 APBA1 SCG2 FYB SERGEF NF1 NLGN1 PPP1R10 GABARAP SELS YWHAH COG7 GSK3B NLRP12 TRPC4AP FAF1 GGA1 SSR2 BARD1 COG2 F2R
HEMOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/HEMOSTASIS GGCX F2RL2 F2RL3 AVPR2 ADORA2A F13A1 HPS4 PABPC4 GNA12 PF4 ITGB3 LMAN1 MMRN1 MAGI2-IT1 GP9 F13B FLI1 SERPINE1 GP1BA ENTPD1 PLAT KNG1 F12 L3MBTL4 F10 NFE2 F8 F9 ITGA2 C4BPB F7 WAS TMPRSS6 PLG PROC GPI VWF CD36 THBD HNF4A GNAQ F5 CD40LG CD59 F2 TFPI PROS1 F2R
G_PROTEIN_SIGNALING_ADENYLATE_CYCLASE_INHIBITING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/G_PROTEIN_SIGNALING_ADENYLATE_CYCLASE_INHIBITING_PATHWAY GRM4 MCHR1 CHRM5 RGS1 DRD2 OPRL1 OPRK1 NPY2R NPY1R CORT
ENZYME_LINKED_RECEPTOR_PROTEIN_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/ENZYME_LINKED_RECEPTOR_PROTEIN_SIGNALING_PATHWAY MTSS1 NRTN MPZL1 LTBP2 EDN2 GDF5 FOXO4 TGFB1 CITED2 MAP3K7 FNTA GP6 CDKN2B TDGF1 GAB1 GDF9 FRS3 RAPGEF1 INSR FRS2 EGFR PTPRJ EFNB3 PTPRF PTPRG CD3E BAIAP2 PICK1 SOCS1 PTPRT PTPRU IRS1 GRB10 ROR1 TGFBRAP1 FGFR4 EID2 FGFR3 SNX6 GRB2 ERBB3 ERBB2 BMPR2 AFAP1L2 BDKRB2 PXN SRC FOXH1 MUSK PEG10 IL17F TEK AGRN EGF CNKSR1 GUCY2F FIBP SMAD7 TGFBR1 KLF10 SMAD5 SMAD4 TRIO SMAD3 CIDEA SMAD2 SMAD1 GUCY2C GUCY2D KDR NTRK3 EPS15 CDKN1C CBLC EPS8 NTRK1 NTRK2 TGFBR3 SMURF1 GRB7 ENG FGF5 ACVRL1 BCAR1 AP3S1 AKT1 ACVR1B PDPK1 ZFYVE9 TGFA SHC1 SHC3 OTX2 LEFTY1 CD3EAP INHBA DOK1 NCK2 ACVR2A ADRB2 ACVR2B SIK2 EREG HIPK2 FOXC2 ACVR1 LCP2 FMOD REPS2 ABI1 STUB1 IGF1R RGMB UTP11L CEP57 SORBS1 PTK2B LEFTY2 PTN VWC2 PIK3R3 PIK3R1 GUCA1B PTPRD FLT3 FLT4 CBL IGF2 RPS6KA5 CDH13 SOST ERBB2IP PRLR EPGN MAPK8IP2 GDF10 GDF15 HPGD GFRA2 BMPR1A
GLUCOSE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLUCOSE_METABOLIC_PROCESS ALDOA PGD PFKFB1 ALDOB UGDH HK1 ARPP19 TKTL1 ACN9 AKR1A1 INS ECD PDK1 PDK2 IRS2 PFKL PDK3 PDK4 BRS3 PFKM PPARGC1A GAPDHS PGLS ATF4 G6PD GCK SLC25A10 UGP2
REGULATION_OF_DEFENSE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_DEFENSE_RESPONSE CRTAM CADM1 IL28RA APOBEC3G CX3CL1 APOBEC3F NCR1 TLR8 AHSG IL20 CD1D TNFRSF1A TARBP2 EREG IL12A GHRL CHRNA7 IFNK IL12B GHSR
LYSOSOME_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/LYSOSOME_ORGANIZATION_AND_BIOGENESIS ARSB CLN3 NAGPA MYO7A HPS4 HPS1 GAA PPT1 ABCA1 CLN5 CLN6
POSITIVE_REGULATION_OF_TRANSCRIPTIONDNA_DEPENDENT http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_TRANSCRIPTIONDNA_DEPENDENT HNRNPAB MMS19 XRCC6 FOXO1 RORB FOXO3 MED21 TGFB1 CITED2 EPC1 SMARCD3 MDFIC FOXF1 GATA4 FOXF2 SMARCD1 SUPT5H BCL10 MYO6 PCBD2 RXRA MED12 MED14 ARID1A MED13 ARNTL ELL3 TRERF1 PPARGC1B HIF1A HNF4A MED17 TFAP2B SMARCA1 CRTC1 ELK1 AFAP1L2 FOXH1 PLAGL1 MAML3 TCF4 RUNX1 TCF3 ARHGEF10L UTF1 EPAS1 MAP2K3 TAF8 MAML1 MAML2 ESRRG SMAD3 SMAD2 ATF6 ATF4 SMARCC1 DYRK1B NOTCH4 SMARCC2 BMP6 ELF1 HNF1B HNF1A RSF1 ELF4 SPI1 TP63 CTCF GLI2 ZBTB38 GLI1 NAA16 PAX8 MKL2 ATF7IP CCNH TP53 CDK7 HMGA1 SCAP PRPF6 NRIP1 GTF2H1 ARHGEF11 MED6 INHBA BPTF ZMIZ2 NCOA6 NSD1 CLOCK MED1 GLIS3 GLIS1 NUFIP1 EHF TNFRSF1A NPAS2 MRPL12 SQSTM1 SUPT4H1 ERCC3 FOXD3 ERCC2 IL4 TBX5 TRIM28 ILF3 CREB5 TP73 MNAT1 SP1 NAA15 ILF2 THRAP3 FOXE1 PHF5A RBM14
TISSUE_MORPHOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/TISSUE_MORPHOGENESIS TBX3 SMAD2 TRIM15 SPINK5 SLIT2 TGFB2 IL20 GLI1 EYA2 TGM3 KRT2 ERCC3 KLF4 ERCC2
G_PROTEIN_SIGNALING_COUPLED_TO_IP3_SECOND_MESSENGERPHOSPHOLIPASE_C_ACTIVATING http://www.broadinstitute.org/gsea/msigdb/cards/G_PROTEIN_SIGNALING_COUPLED_TO_IP3_SECOND_MESSENGERPHOSPHOLIPASE_C_ACTIVATING F2RL3 CCKAR GNA15 PARD3 DRD1 DRD2 TACR1 EDN2 AZU1 EDNRA CALCA AGTR1 EDNRB HRH1 P2RY6 P2RY4 NMUR1 ANG LTB4R NMUR2 P2RY2 P2RY1 BUD31 MC3R PPAP2A LPAR2 PLCB2 S1PR4 EGFR C5AR1 CCKBR PICK1 HOMER1 GRM5 CXCR2 P2RY11 GNAQ CHRM2 CHRM1 AVPR1B AVPR1A HTR2B NMBR PRKD3 GAP43
ONE_CARBON_COMPOUND_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/ONE_CARBON_COMPOUND_METABOLIC_PROCESS DMAP1 FOS PRMT1 PRMT2 PRMT7 PRMT8 PRMT5 GATAD2A PCMT1 NSUN2 DNMT3B HELLS ATF7IP DNMT3A LCMT1 EHMT1 PICK1 ICMT TST ATRX WHSC1L1 DNMT1 MAT2B CARM1 NSD1 MPST
NEGATIVE_REGULATION_OF_DNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_DNA_METABOLIC_PROCESS CDC6 GTPBP4 ENPP7 NF2 GMNN S100A11 TIPIN RAD9A ATR TERF2IP CDT1 TSPYL2 SET CDC45 ERCC4 ERCC1 TERF2 RAD17
GLYCOLIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLYCOLIPID_METABOLIC_PROCESS CLN3 GBGT1 PSAP UGCG ST8SIA1 ST8SIA3 ST6GALNAC6 ST6GALNAC4 B3GNT5 GLA LARGE ST8SIA5 ST3GAL6 NEU3 B4GALNT1 CLN6
MULTI_ORGANISM_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/MULTI_ORGANISM_PROCESS CHIA S100A7 VAPB CRHBP PGLYRP1 TLR3 APOBEC3G TLR6 CXCL12 APOBEC3F TLR7 TGFB1 TLR8 IL10 PSG11 IDO1 ISG20 CFP NLRC4 PGLYRP4 WWP2 PGLYRP2 WWP1 RLN2 PGLYRP3 IFNK ITCH SPN ENDOU BCL10 IL29 HNRNPUL1 BYSL UBR3 IFI44 HBXIP CLEC4M LILRB1 PTHLH CRHR1 WFDC12 CCDC130 LALBA DERL1 PRLHR FGR ITLN1 TFCP2L1 CCL8 RRAGA FCGRT DEFB127 CCL5 BANF1 CCL4 CHIT1 ADCYAP1 SLC11A1 IFNA7 ALB TRO IFNA4 PRKRA HLA-DRB4 HLA-DPB1 MAFF OVGP1 CREBZF HTT SMAD3 TEAD3 C19orf2 COL16A1 S100A12 CD209 SFRP4 GHSR MTNR1A INSL4 PPARD PZP CSH2 CLDN4 DUOX2 IL28RA BNIP3 SCGB1A1 NOS2 LNPEP NOD2 NOD1 CXCR4 FOSL1 TNIP1 IFNGR2 IFNGR1 ABCE1 SPACA3 CAMP PSG3 PSG1 IFNAR1 IFNAR2 TARBP2 PSG9 PSG8 PSG7 ADM PSG6 CLIC5 PSG5 CD81 PSG4 IL12A GHRL EPYC FSHB PRF1 HS3ST6 C9 HS3ST5 TNF POLA1 OXTR RSAD2 SPRR2G IFNW1 SPRR2F SPRR2E IVNS1ABP TAC3 AZU1 CCL22 SPRR2C SPRR2D AGT SPRR2A BCL2 SPRR2B DEFB118 BCL3 CD4 CD24 PTPRC FLT1 DEFB103A CCL19 STAB2 PTGFR SOD1 TRIM22 SMC3 RPL29 CD1D CCL11 PRLR STAB1 IRF7 BNIP3L CRH ACE2 HPGD LIPE IFNA17 DMBT1
INORGANIC_ANION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/INORGANIC_ANION_TRANSPORT FXYD1 FXYD3 GLRA1 SLC34A1 CLIC1 SLC26A2 SLC34A3 SLC34A2 SLC17A7 SLC26A4 SLC4A11 BEST1 CLIC3 NMUR1 SLC17A1 CLIC5 SLC13A4 CLCN4
POSITIVE_REGULATION_OF_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELL_PROLIFERATION FGF18 PGF PDGFA IL18 BTC EDN1 FGF10 TTK TNFSF13 IL15 TNFSF12 VIPR1 IL31RA IL11 TGFB2 CXCL10 SSR1 CUL3 CD47 HTR1A DDX11 TDGF1 S1PR3 CHRNA7 GLP2R S1PR2 EBI3 MATK EGFR CAPNS1 CD3E TBRG4 IL21 MARK4 VEGFB PTHLH NME2 SIRPG NME1 FGFR1OP VEGFA MST1R LAMC1 MCTS1 DERL2 ERBB2 TIPIN TIMP1 LIF IL12RB2 REG1A IL12RB1 AGGF1 CDC123 ADRA2A LAMB1 DNAJA2 TGFBR1 TGFBR2 SPHK1 CD276 SLAMF1 LAMA1 CDKN1A ADRA1D BMI1 FGF7 NRP1 NAP1L1 GLI1 FLT3LG TNFRSF11A NDUFS4 IL4 ANG TGFA FOSL1 MYC RHOG SERTAD1 FGF4 CDC7 LYN CCKBR EGR4 CDK6 CDK4 NOP2 CDK2 HOXC10 SPDYA CIAO1 NCK2 CD86 EREG TNFSF13B NCK1 CHRM1 CD81 DHPS IL12B TSHR ICOSLG ALOX12 CSF3 VIP CXCL5 TBC1D8 PRTN3 CTF1 CSF1 NAMPT IGF1R PTK2B TSPAN31 PTN CDK13 POU3F2 CD24 FIGF CD28 SCG2 TCIRG1 STAMBP PTPRC IL3 IL6 FLT1 TNFSF4 TBX3 PDF TBX2 IL7 FLT3 FLT4 HCLS1 IL9 IGF1 CLEC11A CAPN1 CDC25B CXCR2 CDH13 CCL14 EPGN BNC1 ELANE LRP5 IL2
REGULATION_OF_DNA_BINDING http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_DNA_BINDING TNF RSF1 STK36 UBE2V1 EGLN1 PRDX3 PYDC1 TGFB1 NOD2 SUMO1 NLRC3 CDKN2A NPM1 PYCARD BCL3 PEX14 ABRA CAMK2A APEX1 MDFI BCL10 CREBZF RELA CEBPG EDA2R NFAM1 FOXP3 NLRP3 FLNA JMY SIGIRR UBE2N CARD11 PRKCQ EP300 ID2 NME1 ID1 NARFL EDF1 ID3 COMMD7 TSSK4 EDA ERC1 IKBKB MAP3K13
CHROMATIN_REMODELING http://www.broadinstitute.org/gsea/msigdb/cards/CHROMATIN_REMODELING RSF1 BNIP3 INO80 NPM2 SMARCD1 PBRM1 ACTL6A SUPT4H1 HELLS RBBP4 NASP SIRT4 SIRT5 TNP1 ARID1A TAF6L HMGA1 SIRT1 SUV39H2 HDAC5 SYCP3 BPTF SMARCC1 SMARCC2 KAT2A
SYNAPTOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/SYNAPTOGENESIS COL4A4 PCDHB9 ACHE PCDHB5 PCDHB6 PCDHB3 PCDHB4 NLGN1 PCDHB14 PCDHB2 PCDHB13 PCDHB11 PCDHB10 NRCAM PCDHB16 GHRL POU4F1 UBB
JAK_STAT_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/JAK_STAT_CASCADE NMI CCL2 FGFR3 STAT5A STAT5B IL31RA STAT4 CLCF1 STAMBP IL29 NF2 LYN SOCS2 SOCS3 HCLS1 SOCS1 SOCS6 PIGU STAT1 STAT3 STAT2 IL20 IFNAR1 IFNAR2 F2 CCR2 IL12A HGS PIAS1 F2R IL22RA2
NERVOUS_SYSTEM_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/NERVOUS_SYSTEM_DEVELOPMENT MEF2C ALS2 GDA BTD PPP2R5D L1CAM MYLIP HDAC7 SH3GL3 PHOX2B MARK4 THY1 PITPNM1 DOC2A SERPINF1 FOXG1 ZNF384 TRAPPC4 PMP22 SH3GL2 SH3GL1 NAGLU SERF1B PPT1 HESX1 ATN1 KAL1 DMBX1 DVL3 MOBP NTF3 CYP46A1 SERPINI1 PCDH18 SHOX2 MAB21L2 RTN4 FGF5 NEURL RTN1 DGCR14 SCRG1 NMUR2 MAPT FGF2 FLNA NAB2 CLN8 RAPGEFL1 CLN5 NNAT PCDHB15 PCDHB14 PCDHB13 PCDHB12 ITM2B PCDHB11 PCDHB10 PCDHB16 PCDHB17 PCSK9 SIM1 SIM2 PPP1R17 WNT8B IL3 LMX1B NTNG1 NTNG2 PHYH ACCN1 RPS6KA6 RPS6KA3 MPPED2 CTNS GFRA3 CHERP GRIK1 LMO4 LRRC4C ZIC1 NR2E1 ZIC2 TGFB2 NRCAM GPR45 UNC5C SPON2 BPNT1 BCL10 STMN3 BAIAP2 ENC1 SIX3 EP300 GPR56 TFAP2B SMARCA1 SNTG2 ACHE ADORA2A DRD2 CNTFR ST8SIA2 NR2C2 ECE2 PCDHA10 PCDHA11 FKTN ADAM23 JRKL NEUROG1 NEUROG3 P2RX5 HDAC4 S100B ST8SIA4 NDUFV2 DYRK1A MYO16 ADAM22 SCN8A FABP7 CELF3 PAX6 PAX2 MBP PCDH1 NDUFS4 TRIM3 HEY1 RNF103 PCP4 HEY2 DLG4 LIMK1 CNTN6 OTX2 CDK6 MBNL1 CDK5 CHRM3 CHRM2 CHRM1 NCOA6 CNTN4 UBB NRGN NDP CTF1 BRSK2 ALDH3A2 APLP1 CD9 DNER PAFAH1B3 AVIL PAFAH1B1 DCX DCLK1 COL4A4 PLP1 KLK8 NF2 NF1 DPYSL5 DPYSL4 DPYSL3 MAL RCAN1 DPYSL2 HEYL GDF11 SMPD1 APAF1 FEZ2 FEZ1 NOG NELL1 SNCA AQP4 MOG ADORA1 SHH ATP2B2 BDNF ATXN10 APOE CEP290 CHRNA4 EIF2B2 EIF2B3 EIF2B4 EIF2B5 EFNB3 MDGA1 MDGA2 VANGL2 C4orf6 TBR1 FARP2 HES1 RND1 VEGFA NPTN EFNA5 LRCH4 PNMA1 CDK5R1 TAGLN3 EPHB1 EPHB2 MYT2 SEMA5A CRMP1 LHX1 BAI1 LHX6 SMA4 MAML3 AGRN LAMB1 IL1RAPL2 NKX2-2 OLFM1 TRPC5 HPCAL4 CELSR1 NCKAP1 DLX2 DLX6 DLX5 TMOD2 NRP2 PCDHA6 PCDHA7 PCDHA8 SPG7 PPARD NRP1 PCDHA2 PCDHA3 PCDHA4 PCDHA5 PCDHA1 KCNIP2 GLI2 PTEN SEMA3B PCDHB9 PCDHB5 PCDHB6 PCDHB3 PCDHB4 RBM45 ARTN PCDHB2 SLIT1 SLIT2 SLIT3 VCX3A AMIGO1 SEMA4F SIAH1 CXCL1 SHROOM2 PARD3 SHROOM4 ZBTB16 AZU1 LY6H APBA2 VWC2 UGT8 APBA1 FZD9 JARID2 PTPRZ1 NLGN1 AFF2 SOD1 EIF2B1 STAT3 GJB1 YWHAG YWHAH DRP2 PHGDH NEUROD2 NHLH2 PBX1 CIT PBX3 NHLH1 VLDLR PBX4 FGF19 NRTN FGF14 WFS1 FGF17 ARNT2 FGF11 FGF13 FGF12 CSPG5 GDNF WNT1 GSTM3 PROP1 ROBO1 ROBO2 PDGFC LGI1 ODZ1 DSCAM PICK1 NUMBL TIMM8A CBLN1 LSAMP OPHN1 NRSN1 PRPS1 KALRN LST1 SOX3 NINJ2 DSCAML1 NINJ1 GREM1 SOX8 PCDHAC2 PCDHAC1 B3GNT5 PARD6B CPNE6 FOXP2 CYFIP1 POU6F1 POU6F2 GSS TPP1 POU4F2 POU4F1 SHC3 KCNQ2 ALX1 EGR2 SOX14 NRXN3 ALDH5A1 SOX11 LDB1 NRXN1 ALK BPTF BTG4 GHRL NAIP GSTP1 UTP3 RTN4RL1 UBE3A SPOCK1 NPAS1 NPAS2 NPTX1 UTP11L MSI1 POU3F3 KRT2 PTN RTN4RL2 PTS CRIM1 GLRB DTX1 PARK2 RACGAP1 GMFB PSPN ATXN3 MAP1S KCNN3
GLYCOPROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLYCOPROTEIN_METABOLIC_PROCESS GYPC TUSC3 LDLR B3GALT5 ALG1 ALG2 B3GALT4 TSPAN7 ALG5 ALG6 TSPAN8 ALG8 APOA4 POMGNT1 B3GALNT1 POMT1 TRAK1 RPN1 PSENEN OGT MAN2B1 TNIP1 CLN3 MAN1A2 FUT10 ALK ERP44 CD37 MAGT1 ADAMTS9 PSEN1 BACE2 BACE1 PSEN2 MGEA5 DOLPP1 TM4SF4 TM4SF5 SERP1 GCNT4 GALNT2 GALNT1 ACHE GCNT3 FUT9 APH1A GALNT7 FUT8 FUT7 GALNT6 KEL FUT6 FUT5 ST8SIA3 ST8SIA2 NECAB3 STT3B NGLY1 IL17A STT3A B3GNT5 MPDU1 FUT4 FUT1 FUT2 A4GNT GCNT1 GAL3ST1 SDF2 AGA MGAT4B MGAT4A LIPA B3GALT2 MAN1C1 ABCG1 MOGS NCSTN COG3 LARGE COG7 ST8SIA4 DPM1 DPM2 DPM3 LIPC LRP2 POFUT1 ALG12 COG2
CELL_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/CELL_DEVELOPMENT ALS2 RORB CIAPIN1 BTK CTNNB1 MAGED1 CUL3 CUL2 MAP3K5 CUL5 AGTR2 FAS DDAH2 CUL1 CRTAM YARS OPA1 CRYAA BRAF CRYAB ESPL1 BCL2L11 BCL2L10 THY1 MAPK1 NME5 NME2 NME3 SSTR3 SPAG6 SERPINF1 IFNB1 NME1 F2 TRAPPC4 MAPK8 MYO18A UNC13B TNFRSF6B CACNB2 NFKBIA MYEF2 BCL2L2 PPT1 BCL2L1 HSPA1B PEA15 IFNA2 IL17A KAL1 DIABLO PHB SPHK1 DUSP22 GAS2 HGF VDAC1 FXR1 BFAR EI24 PARP4 KCNH1 RTN4 HTATIP2 NUAK2 PDIA2 TP63 BNIP3 ZNF346 DAXX RTN1 DFNB31 BNIPL MAPT MAGEH1 CLN3 AIFM3 ACTA1 AIFM2 AIFM1 CDK1 TP53 NDUFA13 JMY SERPINB9 INHBA EREG BNIP1 BNIP2 RIPK1 SERPINB2 IL12A LRMP IL12B CLN5 ALOX12 PML GPR65 RTKN PDE1B PTK2B PPP2CA PCSK9 DAZL PHLDA2 RASA1 IL4 IL3 IL6 LMX1B IL7 TRIM28 NTNG1 KIAA1967 TNP1 NTNG2 PLG TP73 NAE1 CDH13 GSK3B BNIP3L IL2 BARD1 ZAK GRIK2 TGFB3 TNFSF15 TNFSF14 LRRC4C TNFSF12 TNFSF18 CRADD TGFB1 TGFB2 CSNK2A2 NRCAM NLRC4 CDKN2A CDKN2C TIA1 DDX25 CDKN2D TDGF1 IL1B ZNF443 UNC5C DAP SPON2 IL1A API5 CIB1 BCL10 NUDT2 DFFA BAIAP2 RELA DFFB NRD1 CECR2 FADD IL24 HBXIP IL21 EP300 SYCP3 TNFAIP8 HSPB1 SMARCA1 HMGB1 ACHE CCL2 ADORA2A ADAMTSL4 PRUNE2 AKT1S1 DOCK1 TRAF7 DYRK2 DDX41 ARHGDIA ANGPTL4 TRAF3 TRADD HDAC3 TNFSF10 CDKN1A CDKN1B S100B VCP HDAC1 IKBKG MYH11 ADRA1A CACNA1H HSPD1 ABL1 DNAJB6 CACNA1A E2F1 IER3 FOSL2 DEDD MOV10L1 PRDX2 PAWR PAX3 PAX2 CASP6 CASP3 CASP4 CASP9 RPS3A CLCF1 IAPP PAX7 CASP7 CASP8 RHOB NDUFS3 CASP2 NDUFS1 IP6K2 PPP2R1A PTGER3 OTX2 CYCS CDK6 IFI16 MBNL1 CDK5 LCK ERN1 ERN2 CNTN4 UBB ACVR1 DPF2 DCC BCLAF1 RAG1 BRSK2 ASNS TRAIP DPF1 IGF1R HSPA2 LEFTY2 DAD1 CD2 HSPA9 COL4A4 COL4A3 KLK8 NF2 CEBPG NF1 DPYSL5 ANXA1 DBC1 RAF1 MAL BAD ANXA5 TNFSF9 ANXA4 TNFSF8 HSP90B1 CUL4A BAX FAF1 APAF1 FEZ2 FEZ1 S100A4 CGB CADM1 SNCA DNAJB13 ADORA1 SHH BAK1 ATP2B2 APOE CEP290 EIF2B2 CHRNA1 EIF2B3 EIF2B4 EIF2B5 TXNL1 SGPL1 CD3G MDGA1 MDGA2 PIM1 OPTN FARP2 C16orf5 CD38 KRT19 TMX1 KRT18 RND1 CD40LG ALOX15B TXNDC5 VEGFA NPTN DEAF1 SIVA1 LALBA CDK5R1 STK17B CD70 STK17A CHEK2 CALR CD74 PLAGL1 BAI1 AGRN LAMB1 HIP1 BLNK BMP4 BMP2 TP53BP2 BECN1 LGALS1 SRA1 CIDEB SMAD3 CIDEA TPD52L1 MYOZ1 TAX1BP1 CIDEC NCKAP1 SFRP5 NOTCH2 NOTCH1 RNF7 NUP62 SFRP1 IKBIP BMP7 NRP2 PPARD NRP1 LY86 BCAR1 FASTK NFKB1 KCNIP2 GLI2 PTEN BAG4 TRIAP1 GPX1 BAG1 SEMA3B TOP2A DEDD2 DHCR24 GZMA LGALS12 ARTN GZMB SLIT1 SLIT2 AMIGO1 AMIGO2 GRM4 PROK2 PSEN1 TNFRSF10D SEMA4F PSEN2 MAP3K10 AVEN SIAH1 SEMA4D GADD45B ADAM12 GADD45A BID PARD3 YWHAZ ATG12 RAB3D GULP1 SFN MIF AZU1 BCL2 VWC2 BCL3 BCL6 SPATA4 AATF CD27 CD28 TBX3 TBX5 NLGN1 BIRC6 BIRC5 XIAP SOD1 STAT1 BIRC3 EIF2B1 YWHAG YWHAH MAPK12 IFT57 EEF1E1 BIK CIT CD14 HNRNPAB TSPO NRTN MAEA TLR2 CBX4 EIF5A FOXO1 PMAIP1 FOXO3 TTN GDNF MRPS30 SMNDC1 GSTM3 CASP8AP2 ROBO1 TPT1 ROBO2 ACIN1 MX1 IFRD1 SOCS2 MADD SOCS3 PICK1 BCL2A1 HRK STK4 AHR STK3 TIAL1 RIPK3 OPHN1 LUC7L3 ERC1 LST1 GCLC MCL1 MAP4K2 RRAGA FIS1 CSE1L ALB NPM1 MTCH1 GLO1 GML BMF RUNX3 SRGN AXIN1 PTPN6 CFLAR PARD6B CARD8 HTT MALT1 WRN BRCA1 BBC3 RHOT1 CYFIP2 RHOT2 CYFIP1 PDCD5 SST PDCD6 PDCD7 IFI6 DAP3 POU6F2 FASLG PDCD1 PDCD2 ACVR1C AKT1 ACVR1B PCBP4 CXCR4 BOK POU4F1 PRL BOC LTA PRKCA NOL3 NRXN3 LDB1 INHA NRXN1 PRKCE NLRP3 DAPK2 NCR1 DAPK3 NLRP2 NLRP1 DAPK1 PROC TNFRSF9 EIF4G2 BTG1 NRL HIPK3 BTG4 CFL1 SCIN FAIM3 GHRL NAIP CTSB MDM4 PPP1R15A GSTP1 PRKCZ ING4 H1FNT TNF RTN4RL1 TNFRSF25 TNFRSF8 UTP11L MOAP1 ERCC5 CEP57 SH3GLB1 PTH PYCARD TNFRSF18 KRT2 RTN4RL2 ERCC3 ERCC2 PIK3R2 SCG2 PTPRC IL2RB FOXL2 DNM1L IL2RA DTX1 UBE4B SAP30BP RACGAP1 CASP10 TP53AIP1 SON MAP1S BRE MPO PPP1R13B IGFBP3 TIAF1 TSSK6 F2R
INSULIN_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/INSULIN_RECEPTOR_SIGNALING_PATHWAY GRB2 BAIAP2 BCAR1 SOCS1 AP3S1 IGF2 FOXO4 IRS1 AKT1 IGF1R PDPK1 GRB10 SIK2 SORBS1 GAB1 FOXC2 PIK3R3 INSR PIK3R1
NEGATIVE_REGULATION_OF_CELLULAR_PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELLULAR_PROTEIN_METABOLIC_PROCESS LIMA1 KATNB1 IL10 TIMP1 PAIP2B APOA2 SET GSN SFTPD BCL3 CLASP1 DNAJC1 APC ARHGEF2 IL6 GTPBP4 NF2 PRG3 PAIP2 SOCS1 NDUFA13 PRKCG INHA MID1IP1 FOXP3 FURIN TRAT1 SIGIRR INHBB EIF4A3 INHBA EIF2AK1 TSC1 BACE2 CAPG NLRP12 GHRL PPP2R4 MAPRE1 TMSB4Y ELANE GHSR APBB1 IGFBP3 EIF2AK3
NEGATIVE_REGULATION_OF_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_APOPTOSIS SNCA CBX4 FOXO1 TNFSF18 GDNF CIAPIN1 CDKN2D TDGF1 TPT1 FAS DDAH2 API5 IL1A BCL10 OPA1 BRAF SOCS2 CRYAA DFFA SOCS3 CRYAB RELA BCL2A1 PIM1 HRK HBXIP BCL2L10 NME5 TMX1 NME2 KRT18 CD40LG TXNDC5 VEGFA TNFAIP8 HSPB1 MAPK8 ERC1 MYO18A TNFRSF6B HMGB1 GCLC CCL2 MCL1 BCL2L2 PPT1 HSPA1B BCL2L1 CD74 PEA15 AKT1S1 ALB NPM1 GLO1 ARHGDIA ANGPTL4 CFLAR BECN1 SPHK1 CIDEA TAX1BP1 NOTCH2 BFAR HDAC3 RNF7 NUP62 HDAC1 SFRP1 IFI6 RTN4 IER3 HTATIP2 NUAK2 BNIP3 PRDX2 NFKB1 TRIAP1 GPX1 BAG4 CASP3 BAG1 CLCF1 PAX7 DHCR24 CLN3 NOL3 CDK1 PROC SERPINB9 PROK2 BNIP1 PSEN1 TNFRSF10D BNIP2 HIPK3 CFL1 SERPINB2 FAIM3 AVEN GHRL NAIP SEMA4D GSTP1 ACVR1 ALOX12 PRKCZ YWHAZ TNF RTKN ASNS MIF IGF1R ERCC5 SH3GLB1 BCL2 TNFRSF18 DAD1 BCL3 AATF RASA1 CD27 SCG2 CD28 HSPA9 PIK3R2 IL4 IL3 IL6 IL2RB TBX3 IL7 ANXA1 BIRC6 BIRC5 XIAP SOD1 BIRC3 ANXA5 ANXA4 CDH13 HSP90B1 SON BAX GSK3B BNIP3L BRE MPO TIAF1 IL2 BARD1
VIRAL_GENOME_REPLICATION http://www.broadinstitute.org/gsea/msigdb/cards/VIRAL_GENOME_REPLICATION CCL3 CTBP1 CCL2 CTBP2 IL8 VAPB OPRK1 EIF5A DEK APOBEC3G HBXIP CCL4 APOBEC3F UBP1 TARBP2 SMARCB1 PPIA HTATSF1 CXCR6 TOP2A TNIP1
ESTABLISHMENT_OF_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ESTABLISHMENT_OF_LOCALIZATION USE1 ITSN1 RAE1 VPS4B VPS4A CRTAM SCN2B KIF5B PDPN KIF5A VPS45 SCN2A MYH7 MYH6 MYH9 GLTP SUN2 NPC1 NPC2 RYR3 BACE2 ZWINT F2 RYR1 UNC13B MYBBP1A GC ORAI1 KIF4A SCN1B NFKBIE MTX2 RER1 CACNB3 ARF6 BCL2L1 CACNB4 ARFGEF2 ARFGEF1 SLC29A1 PEA15 SLC29A2 INS CKLF DUSP16 RAC1 KIF3B NXF5 ATP11B HBA2 VDAC2 VDAC3 VDAC1 GH1 TONSL STRADA LASP1 RERE HTATIP2 KCNAB3 LDLR SLC20A1 SLC20A2 KCNAB1 AP2S1 BNIP3 NMUR1 NMUR2 SLC22A4 ANP32A SLC22A3 SLC22A6 SLC22A5 KDELR1 SLC22A2 SLC22A1 KDELR2 AVP AR PGAP1 SLC22A7 SLC22A8 TP53 SLC3A2 SLC3A1 CLIC1 PI4KB ELMO1 LRPAP1 INHBB INHBA CLIC3 CLIC5 LRMP NUP107 ARL4D SNAP29 AMPH SORBS1 DDX19B PKD2 SNAP23 EXOC5 SNAP25 SYNRG SLC8A1 UPF2 UPF1 STAB2 TRAPPC10 CDH13 STAB1 GSK3B RAB22A LRP8 LRP2 YKT6 LRP3 NCBP2 ATOX1 TGFB1 IL11 NLRC4 PACSIN3 DNAJC1 MCM3AP STAP1 SLC33A1 BAIAP3 STIM2 STIM1 VAMP3 ABCA8 RAB7A CCL3 ARFGAP3 ADORA2B ADORA2A CCL8 ABCA2 ABCA1 CCL5 ABCA4 ABCA3 SLCO2A1 SCN9A CUBN ABCB8 MYO1E ICMT ABCB1 ABCB7 ABCB6 ABCB4 ATP7A P2RX1 PTTG1IP SLC13A4 ATP7B SLC1A4 SLC1A5 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SCN7A SLC43A1 SLC1A1 SLC7A10 TIMM23 KIF1C KIF1A KIF1B IFT88 EPN1 PKDREJ SRSF10 CLCNKA CLCNKB HRH3 SLC35B2 FCN2 FCN1 SLC35B4 CCS SCNN1G APPBP2 SCNN1B MFSD10 SCNN1A SCN5A SCNN1D NOX1 CBL SCRN1 GCK BAX SCN4B FAF1 SCN4A RAB3GAP2 CADM1 SLC35A1 VPS33B TPD52 SLC35A2 SLC35A3 RAB1A PICALM GBF1 APOE LCAT APOF WNK4 CEP290 RAB26 CD3G ABCB11 WNK1 VTI1B C16orf7 AP4M1 OPTN VTI1A ERP44 TMX1 KRT18 PPBP ATP2C1 PEX26 RAB14 RAB13 CHKA XK RABEPK MYO9B CALR RIMS1 CD74 AHSG SLC11A2 STX12 STX18 STX16 TMED10 SLC31A2 SLC31A1 HIP1 MDFI CIDEA HNRNPA1 RABEP1 ATP2A3 ATP2A1 GOSR2 GOSR1 GHSR CLTCL1 CLCN4 CLCN5 ARSB GJA8 KCNJ15 PPARA ATP6V0E1 PPARD KCNJ10 KCNJ12 KCNIP2 HVCN1 GJA4 SLC26A2 KCNJ11 CANX GLI3 SEC62 FXN COX18 GOLGA5 GOLGA4 COX17 SPACA3 STX1A RPGR SLC26A4 KCNA10 GRM4 SLC26A3 ZDHHC17 PTGDS RAB5A NPPB STEAP2 RAB3A AVPR2 BET1 AZU1 PEX19 FCGR1A BCL2 PEX16 PEX14 BCL3 BCL6 PEX13 CD24 PEX12 PEX10 APBA1 RAB2A FYB NLGN1 NPR1 BIRC5 GJB1 GABARAP GJB2 COG3 SLC16A3 SLC16A2 SLC16A5 YWHAH SLC16A4 COG7 SLC16A7 SLC16A6 RAB35 SLC16A8 ATP6V0A4 CD14 COG2 KIF20A SEPT5 SLC22A16 TSPO SLC22A18 SNCAIP SLC22A13 SLC22A12 SLC22A14 EIF5A GDNF SCTR AIP GATA2 SLC16A1 SLC25A22 NUP133 PICK1 ERP29 TCN2 TCN1 RPAIN AKAP7 AKAP3 FXYD1 FXYD3 CAV1 SNX2 SNX1 SNX4 SNX3 LMAN1 FOLR3 FOLR2 ALB FOLR1 PLIN3 NPM1 ARL6IP5 CARD8 SPTBN4 FOXP3 LIN7A SLC25A12 CORO1C SLC25A11 PPIH SLC25A14 SLC25A13 SLC4A11 SLC25A10 SPTBN2 GLMN SLC25A15 RSC1A1 SLC25A17 COPA SLC5A1 SORL1 ANG ACTR1A IPO5 YRDC RANBP2 TPR ZW10 RALBP1 PRKCI ARHGAP27 NLRP3 NLRP2 OSM MFN2 GHRH ARCN1 SCIN TOM1 GHRL COPE CPLX2 TNF CPLX1 NUP160 SLC37A4 AKAP9 NPTX1 CEP57 TAP2 NFAT5 PYCARD SCG5 NEFL SLC39A2 SCG2 AGFG1 SLC39A1 GLRB MON2 ATXN1 SH3BP4 MAP1S HPX SLC18A2 MAPK8IP3 SLC18A3 TRPC4AP MAPK8IP1 SLC18A1 CSN2 LTBP2 MXI1 SSR1 KCNK7 KCNK6 KCNK5 RPL11 TLK1 GUCA2B CDCA5 CLCA2 OPA1 CLCA1 CLCA4 CRYAA CRYAB NOP58 COLEC12 ERGIC1 ERGIC2 ERGIC3 UXT RPS19 ZNF238 RTP3 RTP2 RTP4 RTP1 HFE PPT1 KCNJ2 KCNJ3 ATP6V0B KCNJ1 ATP6V0C ADRB3 ARAP3 SLC28A2 SLC28A1 SEC23IP NPHP1 KCNK1 TINAGL1 KCNK3 KCNK4 KCNJ5 KCNJ4 KCNJ6 TRPS1 CD209 SYTL4 SYTL2 SYTL1 KCNH1 KCNK17 MSR1 GLRA1 FAM3D PDIA3 FAM3B SYNJ1 GLRA2 AP3S2 PDIA4 COPB2 AP1S1 SLC23A1 NOD2 SLC23A2 TAMM41 COPB1 TRPV5 CETP SCN10A KCNG2 STX6 STX5 CLN3 GRHPR FLNA NUP205 SCN11A KCNH2 KCNH3 KCNH4 EEA1 NAGPA NUP214 KCNE1 KCNE2 PPP1R10 SELS NPHS2 PLN NPHS1 NLRP12 KCNF1 CTNS DNM1 SSR2 BARD1 KCNC1 KCNC4 SLC44A1 KCNC3 SLC44A2 XPO6 AP1G1 ATP6AP1 SLC7A8 SLC7A9 TNFSF14 MIPEP SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC2A8 APOA4 APOA2 SLC2A5 APOA1 SLC2A4 SLC2A3 DDX25 SLC2A2 SLC2A1 FLVCR1 EGFR KCND3 NUDT4 HNRNPA2B1 SLC34A1 SLC34A3 SLC34A2 DDX39A COPG2 SLC40A1 LRPPRC ACHE STX8 STX7 KCNA2 KCNA1 KCNA4 KCNA3 KCNA6 KCNA5 PYDC1 DOCK1 APOC3 DOPEY2 DOPEY1 ANGPTL3 HCN4 MRC1 HCN2 CACNA2D1 PRAF2 SMG6 KCNB2 SMG5 SMG7 SMG1 SNAPIN TRNT1 TSC1 VCP SLC7A2 TSC2 XPO7 TRIP6 CACNA1D MYH10 SEC24B PEX6 PEX3 DPH3 PEX7 AKR1C4 PEX1 ZFYVE16 NPC1L1 RHOB AKR1C1 SEC23A KNG1 TRPM3 SGK1 NUSAP1 ATP6V1H M6PR TRPM2 ATP6V1F ADRB2 ATG4D ATG4C ATG4B ATG4A IGF2R SEC23B VIP STON2 NUP98 STON1 AP1M2 CDH1 SEC63 SLCO1A2 AP3M1 SEC22A SEC22B PAFAH1B1 SEC22C HBB GUCA1B TCIRG1 PLP2 PSAP NF1 CADPS SLCO1B3 SLCO1B1 GGA1 SLC14A1 SLC14A2 SYT1 AQP9 PDLIM7 AQP8 AQP5 AQP4 AQP7 AQP6 AQP1 ADORA1 AQP3 AQP2 GOT2 HOOK2 BAK1 HOMER3 TRAK1 CHRNA7 KIF13B CLNS1A TRPA1 CLEC4M NNT RHCG TBRG1 KCNMB3 KCNMB4 STRADB UHMK1 KCNMB1 CDC37 KCNMB2 LIF SERINC1 TRAM1 TRPC1 TRPC4 TRPC3 TRPC6 TRPC5 SMAD3 CDC23 ARFIP1 ABCG1 ABCG2 CEL CBLB NPY CHRNB4 SRSF12 BET1L CHRNB1 CLEC7A LGTN SLC46A1 ABCF2 SLC16A10 TIMM17A TIMM17B ASGR1 EDNRA ZFYVE9 SLC25A3 AP3B2 SLC25A1 AP3B1 TOMM34 DYNC1I1 SLC25A4 SLC25A5 RPH3AL LDLRAP1 ATP6V1C1 ANKRD27 CHMP1A TOMM20 TOMM22 SLC27A4 CLDN16 SHROOM2 GULP1 SLC19A1 BEST1 SQSTM1 ABCD2 ABCD3 AP3D1 ABCD4 CHP SERGEF CYTH1 CYTH2 CYTH3 TBX3 ATP1A4 KCNV1 ABCC9 ATP6V1E1 ABCC3 HBQ1 ABCC1 ABCC2 ABCC8 ABCC5 ABCC6 NRBP1 SLC6A2 SLC6A3 LMAN2L SLC6A4 CSPG5 AGXT KLHL2 STARD3 SLC4A2 SLC4A1 SCAMP1 SCAMP3 MYO6 SCAMP2 LRP1B NUPL2 TRAT1 PKD2L1 TNNT2 LYST CARTPT KALRN MYL6 SRI PPY SLC38A3 DERL2 DERL1 NAPG ITLN1 COPZ1 NAPA CTSA ENSA ATP6V1B1 KCNS3 KCNS1 SFTPD SLC30A5 SCARB1 SRGN CKAP5 CPNE6 MALT1 REEP1 UCP1 NFKBIL1 UCP3 UCP2 CPNE1 RHOT1 RHOT2 CPNE3 ASNA1 TACR2 HPS4 TTPA AKT1 KCNQ4 SLN KCNQ3 CCT8L2 NECAP2 NCKIPSD KCNQ2 KPNB1 KCNQ1 KHDRBS1 RAMP3 RAMP2 TM9SF2 HSP90AA1 INHA TIMM44 KPNA6 KPNA5 KPNA4 KPNA3 KPNA2 KPNA1 SCARF1 MYL6B SYN3 TNPO1 CENPF CENPE RHAG SLC17A7 KCNN4 SLC17A5 KCNN1 SLC17A3 SLC6A7 SLC17A4 KCNN3 SLC17A1 SLC17A2 F2R
REGULATION_OF_KINASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_KINASE_ACTIVITY ALS2 ZAK EDN2 C13orf15 TNFSF15 PKMYT1 MBIP TLR6 MAP3K7 MAP3K6 MAP3K5 MAP3K4 CDKN2A CDKN2B DIRAS3 MDFIC CDKN2C CDKN2D MAP3K9 TDGF1 SPRED2 CHRNA7 SPRED1 GNG3 S1PR2 EGFR ANAPC2 DBNL GTPBP4 C5AR1 RBL2 MADD PIK3CB KIAA1804 RBL1 PICK1 THY1 PLCE1 MAP4K5 CARTPT TRAF2 TAB1 CDK5R1 CDK5R2 ADORA2B PTPLAD1 ERBB2 MAP4K1 CHEK1 STRADB PYDC1 CCNG1 CDC37 HEXIM2 HEXIM1 DUSP16 ADRA2A ADRA2C TRAF7 EGF TRAF6 MDFI TAOK2 MAP2K3 DUSP22 TPD52L1 MALT1 CDKN1C CBLC STRADA RGS3 RGS4 CCNT2 CCNT1 PTEN LATS1 DAXX PDCD4 LATS2 CAMKK2 CCNE2 PAK2 CXCR4 ANG TGFA CDK5RAP3 SHC1 PAK1 CDK5RAP1 FGF2 SERTAD1 CDC6 IRAK1 CCNK CCDC88A HERC5 PKN1 RB1 CDK7 GTF2H1 CARD10 NCK2 PROK2 TARBP2 GRM4 CCND1 ADRB2 CCND3 EREG CCND2 LAX1 CHRM1 HIPK3 GADD45G CD81 MAP3K10 ERN1 GHRL GADD45B GADD45A MAP3K13 GAP43 PRKD3 MAP3K11 CKS1B PARD3 C5 FPR1 TRIB3 BCCIP SFN TRIB2 TRIB1 AZU1 TSPYL2 MAP3K2 CD4 CD24 PPAP2A APC GPS1 PTPRC NF1 CRIPAK CDKN3 CDC25C SOD1 CDC25A GPS2 MNAT1 DUSP2 PRLR EPGN CKS2 DUSP9 DUSP8 DUSP6
CELL_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/CELL_ACTIVATION CADM1 ELF4 IL18 PREX1 JAG2 TNFSF13 TLR4 TPD52 HDAC7 SPINK5 TGFB1 SART1 CD47 NLRC3 EBI3 SPACA3 CRTAM L3MBTL4 SIT1 PRG3 CD3D CD3E SLA2 IL27 SOCS5 NFAM1 INHA IL21 THY1 NCK2 INHBA LAT2 SIRPG WBP2NL CD40LG LAX1 NCK1 LCK F2 IL12A IL12B NHEJ1 ICOSLG LST1 PF4 CX3CL1 MAGI2-IT1 AZU1 INS ZAP70 CD2 SFTPD KRT2 GP1BA CD4 CD24 HELLS CD28 CD7 IL4 PTPRC IL8 IL7 CEBPG CD276 FOXP3 CD1D HDAC5 CXCR2 LAT VWF HDAC4 GLMN CLEC7A CD79A HDAC9 IL2
NEURITE_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/NEURITE_DEVELOPMENT RTN4 NRP2 ALS2 NRTN NRP1 LRRC4C PAX2 GLI2 GDNF SHH ROBO1 APOE MAPT POU4F1 ROBO2 SEMA3B UNC5C SPON2 NRXN3 BAIAP2 OTX2 NRXN1 CDK5 SLIT1 SLIT2 THY1 AMIGO1 SEMA4F OPHN1 GHRL TRAPPC4 CNTN4 SIAH1 UBB CDK5R1 PARD3 LST1 RTN4RL1 KAL1 BAI1 RTN4RL2 LAMB1 PARD6B KLK8 NTNG1 DPYSL5 NTNG2 YWHAH S100B MAP1S CYFIP1 FEZ2 FEZ1
HORMONE_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/HORMONE_SECRETION STX1A TBX3 FAM3D FAM3B INHA IL11 INHBB LIF OSM INHBA GCK GHRH CARTPT GHRL SCG5 GHSR SNAP25
REGULATION_OF_PROTEIN_KINASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROTEIN_KINASE_ACTIVITY ALS2 ZAK EDN2 C13orf15 TNFSF15 PKMYT1 MBIP TLR6 MAP3K7 MAP3K6 MAP3K5 MAP3K4 CDKN2A DIRAS3 CDKN2B MDFIC CDKN2C MAP3K9 CDKN2D TDGF1 SPRED2 CHRNA7 SPRED1 GNG3 S1PR2 EGFR ANAPC2 DBNL GTPBP4 C5AR1 MADD PIK3CB KIAA1804 PICK1 THY1 MAP4K5 PLCE1 CARTPT TRAF2 TAB1 CDK5R1 CDK5R2 ADORA2B PTPLAD1 ERBB2 MAP4K1 CHEK1 STRADB PYDC1 CCNG1 CDC37 HEXIM2 HEXIM1 DUSP16 ADRA2A ADRA2C TRAF7 TRAF6 EGF MDFI TAOK2 MAP2K3 DUSP22 MALT1 TPD52L1 CDKN1C CBLC STRADA RGS3 RGS4 CCNT2 CCNT1 PDCD4 LATS1 PTEN DAXX LATS2 CAMKK2 CCNE2 PAK2 CXCR4 ANG TGFA SHC1 CDK5RAP3 PAK1 CDK5RAP1 FGF2 SERTAD1 IRAK1 CDC6 CCNK CCDC88A HERC5 PKN1 CDK7 RB1 GTF2H1 CARD10 PROK2 TARBP2 GRM4 NCK2 CCND1 ADRB2 EREG CCND3 CCND2 LAX1 HIPK3 CHRM1 CD81 GADD45G ERN1 MAP3K10 GHRL GADD45B GADD45A MAP3K13 GAP43 PRKD3 MAP3K11 CKS1B PARD3 C5 FPR1 TRIB3 BCCIP SFN TRIB2 TRIB1 AZU1 TSPYL2 MAP3K2 CD4 CD24 PPAP2A APC GPS1 PTPRC NF1 CRIPAK SOD1 CDC25C CDKN3 CDC25A GPS2 MNAT1 DUSP2 PRLR EPGN CKS2 DUSP9 DUSP8 DUSP6
N_TERMINAL_PROTEIN_AMINO_ACID_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/N_TERMINAL_PROTEIN_AMINO_ACID_MODIFICATION METAP1 EP300 METAP2 PDF NAA15 NAA16 METAP1D CREBBP NAA50 KAT2B NAA10
BIOPOLYMER_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/BIOPOLYMER_METABOLIC_PROCESS USE1 SYNCRIP RORB BTK MAP3K6 DHX38 FOXF1 MAP3K9 FOXF2 MAP3K8 VPS4B ZNF396 OGT IKBKAP MCRS1 PCBD2 BRAF PTBP1 MARK4 SARS2 MARK1 MARK2 PPP1CA EIF2AK1 PTRF SHOX EIF2AK3 MYBBP1A EIF2AK4 DUSP10 DUSP12 DUSP11 XAB2 VPS72 FOXH1 ARIH1 DUSP13 NTHL1 SPOP DHX8 PAIP1 CELF1 TAOK3 ESRRG DUSP22 ATR C19orf2 UBE2L3 USF1 ATM CDC42BPG POP1 CDC42BPA PARP3 POP4 PARP4 PARP1 PARP2 CDC42BPB HTATIP2 NUAK2 TSG101 UBE2G1 UBE2G2 CWC15 EZH2 SPI1 ZNF346 ZNF345 YBX1 AUH YBX2 ZNF350 BRD7 SPIB BRD8 ATF7IP MTERF BRF1 AIFM1 MMP15 ARHGEF11 EREG TRNAU1AP TXK USP25 DOLPP1 NNAT MKNK2 MKNK1 ZNF367 IL7R SF3B4 POT1 SF3B3 SF3B2 MTMR3 USP39 DHX15 MARS2 DHX16 MTMR7 USP33 FEN1 FOXD3 TRIM29 TRIM28 TRIM27 IGF1 PHF12 TRIM24 SF3A2 TRIM23 SF3A1 TRIM22 SF3A3 ATRX DUSP5 DUSP4 DUSP3 DUSP2 CSNK1D CSNK1E GSK3B WHSC1L1 FOXE1 LRP2 DUSP9 DUSP8 FOXE3 TXNL4A DUSP6 NCBP2 NCBP1 PRPF4B SNRPD3 SNRPD1 SNRPD2 NR2E3 TGFB1 FNTB CDKN2A FNTA MDFIC CDKN2D ATG7 FBXO22 BCL10 MYO3A IL29 PTPRN2 CSDA RNASEH2A BICD1 IL20 HIF1A EP300 RNF139 SMARCA5 EDF1 NFE2L1 NFE2L2 NFE2L3 SMARCA1 SMARCA2 FBXO11 CCL2 UBE2V1 ST8SIA3 UBE2V2 ST8SIA2 SYCP1 NR2C2 RABGGTA CXXC1 FBXW7 SMARCB1 PTK6 FBXW2 AIMP1 TFDP1 SDF2 ICMT ATG3 HDAC5 RBMY1A1 ATF6 NMT2 NMT1 ATF5 HDAC4 ATF4 NRF1 HDAC2 ST8SIA4 DYRK1B SMARCC1 SMARCC2 ATF7 DYRK1A HDAC8 ADRA1D HDAC6 E2F1 E2F2 E2F3 RSF1 E2F6 PINK1 PAX5 PAWR PAX3 PAX2 PAX1 TMF1 WARS PRMT1 PRMT2 PKN3 PRMT7 PRMT8 PRMT5 PAX8 SLA2 DDB1 PKN2 PKN1 ERN1 GAA DDB2 ERN2 ZFPM2 UBB JMJD1C DMC1 PTMS TM4SF4 TM4SF5 SRSF10 HS3ST5 BRSK2 BRSK1 TFAM CEBPZ KDM4A DCLK1 CEBPA CEBPB CEBPD NFRKB CEBPG CBL GRSF1 SLBP GCK BAX ALKBH1 FAF1 FST DDX17 WWP2 WWP1 WNK4 ANAPC2 BCR ANAPC5 ANAPC4 WNK1 UBR3 RAD9A WNK3 WNK2 CD37 CAMK4 UBR5 CAMK1 FBXL4 AMFR TGFB1I1 NEK4 NEK6 FBXL2 DEAF1 TPST1 TPST2 KEL HUS1 STK17B STK17A PLAGL1 PPAN VRK1 ACD VRK2 DUX1 MAML3 FBXO7 MDFI PLAT IKZF3 MAML1 MAML2 FBXO2 CIDEA OXSR1 UBP1 POLRMT SUPT16H RBPJ ZFHX3 HSBP1 PTEN PMS2P1 SENP7 PDPK1 CCNO ZFP36 CTBP1 CCNK CCNH APTX RAD52 RAD50 RAD51 MAP3K10 MAP3K13 MAP3K12 MAP3K11 SERP1 PPP6C KIN STT3B CDK16 STT3A NR1D2 THG1L HSF2BP CDK17 AGA FYB CSNK1A1 HCLS1 SPHAR SNAI2 COG3 TP53RK UBTF COG7 PTCH1 COG2 MYOD1 FOXO1 SAE1 APOBEC3G FOXO3 TTN PRKCB FOXO4 APOBEC3F ATOH1 RAD21 RBMS2 RBMS1 CSNK1G2 FOXN1 RRP9 AHR FOXN3 RPAIN SLU7 CSNK1G3 CSTA ERC1 RAD17 PPP5C BLM NEDD8 KARS UBE2D3 UBE2D2 NKX3-2 UBE2D1 PGGT1B GAL3ST1 SREBF1 EEF1A1 P4HB BMX BRCA2 TSN FOXP3 BRCA1 SREBF2 PPIG UBE2E2 UBE2E1 IL22RA2 POU6F2 FOXK2 FUBP1 FOS DGCR8 ANG TERT ALX1 SP100 ALK UBN1 XRCC6BP1 NRIP1 CD3EAP TYK2 XPC EVPL CD80 ZMIZ2 CD81 MDM2 MDM4 ZFP161 FRK GLIS3 PPP4R2 TNF GLIS1 HAT1 RPA4 TRIB2 RPA3 TRIB1 RPA1 RPA2 ERCC8 TYMP ERCC5 ERCC6 MAP3K3 MAP3K2 CDK11A CDK11B POU2F3 POU2F2 NFAT5 CAMK2B GFI1 ERCC3 CAMK2A ERCC4 ERCC1 ERCC2 FOXL2 PARK2 ATXN3 THRAP3 TEP1 BMPR1B BMPR1A LSM6 LSM5 LSM4 LSM3 LSM1 MAP2K6 PTPRJ YARS PTPRM PTPRH ZHX1 NOP58 PTPRR ZHX2 ZHX3 PTPRT PTPRU PTPRO SMARCAL1 GEMIN2 TRAPPC2 MYEF2 PPT1 HSPA1B HEXIM2 HEXIM1 PIR TNKS VEZF1 NPLOC4 UTF1 KLF12 KLF13 PHB KLF10 TGFBR1 MAP2K3 NIM1 KLF11 TRPS1 UBA3 MZF1 HGS TNK1 TNK2 HLF CRNKL1 POMGNT1 RRN3 HSF2 HSF4 SRPK2 CDC6 EXOSC7 GMEB2 EXOSC2 EXOSC3 FOSB SRPK1 CCND1 MAST1 MAST2 CCND3 CCND2 NHEJ1 NSD1 CLOCK CREM WRNIP1 POLA1 NAGPA CDC45 LIMD1 TNP1 SELS CCL11 RPS6KA5 RPS6KA4 PPBPL2 LARGE TCEB2 TCEB3 TCEB1 REPIN1 MMS19 SIK1 TBP IGHMBP2 B3GALNT1 RPN1 RPN2 MATK EGFR TWF1 ARID1A JUNB DDIT3 PA2G4 RBMY2BP UBA52 PAM HMGB1 ACHE CNBP HMGB2 CCRN4L ECE2 TROVE2 POLE2 POLE3 RPL6 METTL1 JUND TAF9 TRAF7 TRAF6 LIPT1 B4GALT7 NR4A3 TAF2 TAF1 EPAS1 SMG6 SMG5 TAF5 TAF8 SMG7 SMG1 NEUROG1 POLD4 PLK4 PLK3 TSC1 POLD1 POLD2 TDG ARID4A ALG1 ALG2 PRDX4 ALG5 ALG6 DEK ALG8 CLCF1 POLG2 IP6K3 NFX1 MAN1A2 LIMK1 ARID5B ARID5A CDK9 CDK7 PADI4 ESR2 HMGA2 HMGA1 CDK2 PURA PPM1G PPM1D CHRM3 CHRM1 NCOA6 LCK PPM1M NUP98 APH1A ADAMTS13 APH1B NFYC NFYB NFYA NR3C1 PPM1B IVNS1ABP A4GNT RNF144B PDF HCK GYG2 MAN1C1 TSSK1A DBP TSFM ZRANB2 CDX2 B3GALT5 B3GALT4 PTTG1 PRIM1 NONO COL4A3BP TRAK1 PRIM2 SUPT5H TWIST2 TWIST1 CSGALNACT1 PIM1 PIM2 TAF6L NOP56 SRP72 MRE11A IGF2BP3 PXK STRADB AGGF1 HTATSF1 GYS2 HNRNPH3 GAD1 BMP4 HMGB1P10 BMP2 SMAD4 SMAD3 SMAD2 PMF1 ADPRH SRSF12 BMP6 ADAR CCNT2 GYPC GTF3A COPS2 COPS5 TBX22 TBX21 FASTK CCNT1 UVRAG NFKB1 DMAP1 NFKB2 CAMKK2 CDT1 PARN ASH2L NT5M SIK3 NR2F2 NT5E SNAPC5 PRPF31 ADAM10 POLR1E TBX10 SNAPC2 SNAPC4 SNAPC3 SF1 POLR1C GTF2B CTNNBIP1 HNRPDL MED6 MED7 MED4 GTF2I GADD45G ASH1L NOP14 GADD45A SRCAP TBX19 MED1 USP7 POLR2G POLR2F POLR2E POLR2L POLR2K POLR2J POLR2I NFS1 POLR2D POLR2C POLR2B SUMO1 SET SQSTM1 CHM PCMT1 POLR3G BCAS2 POLR3H POLR3K PTPRZ1 GMNN MEX3B ILF3 PRPF18 POLR3C PSMD14 PYGM MAPK12 ILF2 MAPK15 NEUROD2 PHF21A CIR1 PYGB LOR HNRNPAB TUSC3 CRABP2 DMPK HOXC6 TARDBP HOXC5 TFB2M LOX MYO6 DARS SNRPN FUT10 SOCS1 ARNTL TRERF1 TIAL1 SNRPB RIPK3 LUC7L3 SNRPC RIPK4 SNRPF SNRPG KALRN DERL2 DERL1 PPME1 TFAP4 ITLN1 TIPIN ANAPC10 ANAPC11 NHP2 RAD51B PTPLA RNF11 RAD51D RUNX1 RNF14 RUNX3 PTPN7 MAFF PTPN6 PTPN9 CSTF3 CSTF2 NFE2 PTPN3 PTPN2 PIF1 PTPN5 PTPN4 SAP18 SSB AKTIP MAFA CSTF1 MYLK SOX21 NR6A1 AKT1 MEN1 PIGK PAK2 PIGF PIGG PIGH PIGB PIGC SOX18 PAK1 CSK AKT3 AKT2 PIGA KHDRBS1 PIGZ NOL3 PIGY NOL8 SOX12 PIGV PIGU PIGT MINK1 PIGS DAPK2 DAPK3 PIGO DAPK1 HIPK3 KHSRP KPNA2 KPNA1 SUPT3H NFIX GLRX2 TNFRSF1A KRT7 NUDT21 ENO1 PTPRB PTPRC PTPRD PTPRE LTK LIPA B3GALT2 SOX30 GMFB DIS3 SP1 GMFG SP2 SP3 SP4 NFIC LIPC CRK LIPE HNRNPF HNRNPD PPP2R5C MED24 MED23 MYLIP REST MED21 MED20 ISG20 EPC1 TAF5L ISG15 MED26 ILK MED27 PQBP1 PATZ1 RREB1 KDM5B LIG1 KDM5A MED12 LIG3 MECP2 MED14 LIG4 MED13 RAD1 MAPK6 MED16 MAPK4 BACE2 MED17 F2 MAPK3 MGAM MAPK8 CPSF3L RAD23B PPP2R3B PPP2R3A CRTC1 RAD23A PABPC4 IL17A INS TRA2B NAA50 PABPC1 SRSF11 RECQL4 RECQL5 EPM2A MOGS STRADA NOLC1 SMURF2 SMURF1 TAF1C ELF1 ELF2 TAF1A LDLR ELF3 ELF4 ELF5 TP63 BNIP3 CUZD1 PMVK DAXX ZNF148 ZNF146 EEF2K TAF1L LYN TP53 ZNF143 TTF2 MYCN INHBA CARD14 SIK2 PPEF2 PPEF1 ZNF136 IL12A ZMYND11 ABI3 NUFIP1 ABI2 ABI1 SPO11 ZNF177 ZNF174 SNRK MPDU1 PPP1R17 MYF6 IL4 IL3 UPF2 IL5 UPF1 LMX1B MYF5 TP73 QPCT ZNF157 SFPQ ARAF OGG1 DBF4 LMO4 TCEAL1 CSNK2A1 TDGF1 PMS2 SCRT1 PMS1 CIB1 MCM3AP ZNF593 POU2AF1 DFFA DFFB TCFL5 MNX1 TFAP2B TFAP2A TESK2 TFAP2C PHKA2 LITAF ABCA2 MAPKAPK2 PNP MEIS2 TEAD4 SNF8 EGF ASF1A HELLS EHMT1 MOB1B BRIP1 FURIN DNASE2 IKBKE ABL1 ABL2 PTGES3 MAX MAZ DKC1 LRRFIP1 MAN2B1 PPP2R1A PTGER3 CYCS PRPF3 NEK11 PRPF6 AGER PPP2R2A RAG1 EGLN2 STUB1 HIC1 PRSS2 PRPF8 PRSS3 ECD GTF3C6 NFATC4 NFATC2 GTF3C2 NSUN2 NFATC3 GTF3C4 NFATC1 MAF EXO1 RAF1 NCSTN ICK MED30 ID4 CHIA DZIP3 AURKC HIRA AURKA PRKG2 PRKG1 SLC35A1 PRKX PRKY PSENEN GTPBP4 RAN CDK12 PPARGC1A PPARGC1B PNKP REC8 MTF1 PRDM4 ABT1 MNT PRDM1 KAT2A FARS2 AFAP1L2 CALR EPHB2 SUPV3L1 BCOR TCF25 KLF5 KLF7 MLL KLF9 RYBP TPD52L1 HNRNPA0 EPHA5 TCEB3B RNF4 EPHA8 TCF19 NCOR1 ALG12 TCF12 TCF15 KLF4 GRK1 PPARA ZBTB32 PPARD ACVRL1 PPARG ZEB1 TERF2IP GLI2 ART1 KCNIP3 GLI1 ZBTB38 ART3 FANCG FANCA FANCC UFD1L MBD1 RBBP8 SCAP RIPPLY1 CTDP1 REV3L ETV7 FUT9 ATG12 FUT8 FUT7 FUT6 FUT5 ZBTB16 EDEM1 ETV1 PEX14 FUT4 MLLT1 BCL6 FUT1 PRKAA1 PRKAA2 FUT2 MLLT6 SOD1 SOD2 PREB PPP2R4 SMNDC1 SETX GATA1 GATA2 GATA6 GATA3 GATA4 PRKACB KAT7 KAT8 KAT6B GABPB2 KAT6A HNRNPUL1 PICK1 ZNF189 DSP SSH1 SSH2 ITGB2 NAA10 IRAK3 LMTK2 STK38L NOVA1 SNW1 ULK1 DNMT1 PHEX DUT METAP1 METAP2 PRKAG1 DBR1 POU4F2 POU4F1 MKL2 CHUK VCPIP1 IRAK2 NANOG UBE2A PRKCI PRKCH UBE2I PRKCG CHST4 UBE2H CHST5 UBE2C PRKCE PRKCD MSC UBE2B CHST1 PRKD1 UBE2N BPTF CHST7 UBE2K CUX1 PRKD3 SMARCAD1 PRKCZ UBE3A TRA2A HCFC1 PRKDC HCFC2 UBE3C TGM3 SCG5 GEMIN8 SCAF11 TGM5 GEMIN6 YES1 GEMIN7 GEMIN4 GEMIN5 UBE4A METAP1D UBE4B SIRT4 SIRT5 SIRT6 SIRT1 SIRT2 SIRT3 IRF9 MPG GSPT1 IRF7 DR1 IRF8 IRF1 IRF2 IRF3 POFUT1 IGFBP3 IGFBP4 XRCC5 XRCC4 XRCC3 SLC2A4RG XRCC2 XRCC6 RP9 INTS1 HOXD13 INTS2 INTS3 ZNF638 ZNF254 CITED1 CITED2 INTS9 INTS8 INTS5 INTS4 INTS7 INTS6 TLK1 TLK2 ZNF45 ROCK1 ROCK2 RXRA KIAA1804 HNF4G KAT5 ORC1 NME2 ZNF238 HNF4A RPS14 UBL4A TGIF1 ZNHIT3 GGCX ERBB3 ZNF76 ERBB2 SNRNP40 ZNF74 TCF4 DNMT3B TCF3 ARHGEF10L MGAT4B DNMT3A MGAT4A TCF7 PCNP TFCP2 HNF1B SEPHS1 HNF1A NAP1L1 LATS1 LATS2 MSRA CREG1 MYC ZNF281 BATF3 CSGALNACT2 ZNF282 PTF1A GTF2H4 NDUFA13 JMY MXD4 GTF2H1 CIAO1 PFDN5 CAND1 RUVBL2 RUVBL1 TUFM ZNF274 GPAA1 ZNF35 PTK2B PPP2CA RNASET2 TADA2A PPP2CB PCSK9 SUPT4H1 TRIP11 PCSK5 TRIP13 ZNF263 SNRNP70 ELAVL2 ELAVL4 NAE1 MNAT1 TADA3 NAA15 RBAK DPM1 NLRP12 DPM2 DPM3 PHF5A NR5A2 NR5A1 RNMT ZAK STK38 RBM3 STK36 BTRC SNRNP200 RBM5 TSPAN7 RBM6 TSPAN8 TNFSF13 MIPEP RBFOX2 CBFB GTF2E1 GTF2E2 DDX23 SMARCD2 SMARCD3 ST3GAL6 SMARCD1 CPA2 DDX20 INSR SNRPA1 RET HDAC10 CECR2 HDAC11 HNRNPR DDX39A RBPMS SMARCE1 XRN2 STK16 EID1 FGR STK11 STK10 SNRPB2 TCERG1 DYRK3 DYRK2 HNRNPC STK19 AIPL1 TRIP4 GLYCTK TRNT1 VCP GTF2F1 GTF2F2 PRKAR1A MERTK DDX54 NBN FOSL2 UCHL1 ZNF202 CTCF DPH3 FES FEV NDUFS4 ORC4 LOXL2 NFIL3 FOSL1 LOXL1 SGK1 SGK3 SARS RB1 TARBP1 RECQL TARBP2 CDK2AP1 CPSF6 ORC5 CPSF3 CARM1 CPSF1 ACVR1 GALNT2 GALNT1 GALNT7 GALNT6 SMUG1 ADAT1 TSC22D1 IGF1R TSC22D3 ORC2 TSPYL2 CHD2 CHD1 TERF2 CHD4 CHD3 RNASE2 NF2 RNASE3 VHL RNASE6 ANXA1 CREB5 FBL ORC3 JAK2 JAK3 RAD51C RNF217 PTPN22 RNASEH1 PTPN21 SRSF6 SRSF7 SRSF4 SIN3A SRSF5 PLOD2 PLOD3 SFSWAP SRSF9 U2AF1 RARB PITX2 POLL POLK POLI POLH POLG YY1 AARS POLE NKX2-8 POLB SRSF1 SRSF2 UHRF1 RFC3 RFC4 UHRF2 RFC1 HUWE1 CD40LG RARS TBRG1 GCNT4 GCNT3 ENPP7 ELL CHEK1 UHMK1 DRAP1 CDC40 POLQ NKX2-5 GCNT1 LCMT1 PTPN18 SUB1 CREBBP TREX2 PTPN14 S100A11 CDC23 PTPN13 CDC20 RAD54L PTPN12 NOTCH2 CBLC NOTCH4 JAZF1 RAD54B KIAA0368 MLH1 RNGTT BLZF1 GFI1B TOP2A MSL3 ABCE1 ZNF354A CHMP1A PSEN1 PSEN2 SIAH1 SIAH2 NMI UNG EHF SUFU MRPL12 GATAD2A SEPSECS QSOX1 TBX3 TBX2 TBX5 NASP AFF4 STAT1 STAT3 STAT2 PPP1R8 PBX1 RBM14 PBX3 PBX4 THRA UBQLN3 IL31RA MUTYH SRRM1 MTOR EFTUD2 NR0B2 CDKL3 NR0B1 ELL3 STK4 CDKL5 STK3 ELL2 TPTE MAP4K3 MAP4K4 ADRM1 MAP4K5 CDKL1 FZR1 SYVN1 SOX5 MAP4K2 MAP4K1 ELK1 CHIT1 B3GNT8 B3GNT5 BTF3 SKIL ERO1L IVL UST RNPS1 INTS12 GSC2 INTS10 GCM1 PSMC5 SMC1A KCTD13 TIMM50 BUD31 ACVR1B MCM7 POU5F1 NAA16 POMT1 SETMAR ELP4 ELP3 ELP2 CCDC88A REV1 CCDC88C LDB1 MCM2 MCM3 MCM5 MAGT1 BTG2 SBF1 NRL ING5 ING4 ING2 MGMT POU1F1 TCF7L2 NPAS2 HAND1 HAND2 APEX1 TINF2 MSH6 ERF ERG MSH3 DTX1 MSH2 MSH5 MSH4 CBY1 GSG2 SPRR1A SPRR1B TSSK2 KAT2B TSSK4 TSSK3 TSSK6 F2R
PROTEIN_AMINO_ACID_N_LINKED_GLYCOSYLATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_AMINO_ACID_N_LINKED_GLYCOSYLATION GYPC TUSC3 FUT8 KEL ALG2 TSPAN7 ALG6 ST8SIA3 ST8SIA2 ALG8 STT3B STT3A MPDU1 RPN1 GAL3ST1 MGAT4B MGAT4A LIPA MAN1A2 ALK MAN1C1 MOGS CD37 MAGT1 ST8SIA4 DOLPP1 LIPC ALG12 TM4SF4 TM4SF5
AMINO_ACID_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/AMINO_ACID_TRANSPORT SLC38A3 SLC16A10 SLC7A8 SLC7A9 SLC7A5 SLC1A4 SLC1A5 SLC1A2 SLC1A3 SLC1A6 SERINC1 SLC25A22 ARL6IP5 SLC43A1 SLC1A1 CLN3 PRAF2 PDPN SLC3A2 SLC7A10 SLC3A1 SLC25A12 SLC25A13 SLC6A7 CTNS SLC25A15
FEMALE_PREGNANCY http://www.broadinstitute.org/gsea/msigdb/cards/FEMALE_PREGNANCY INSL4 PPARD CSH2 PZP CRHBP SCGB1A1 IDO1 PSG11 LNPEP RLN2 ENDOU BYSL PSG3 PSG1 PTHLH PSG9 PSG8 PSG7 ADM PSG6 CLIC5 PSG5 PSG4 GHRL EPYC FSHB PRLHR TFCP2L1 OXTR SPRR2G SPRR2F FCGRT SPRR2E TAC3 ADCYAP1 SPRR2C SPRR2D TRO SPRR2A AGT SPRR2B OVGP1 FLT1 TEAD3 SOD1 COL16A1 RPL29 PRLR SFRP4 CRH GHSR HPGD LIPE
ENERGY_RESERVE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/ENERGY_RESERVE_METABOLIC_PROCESS LEPR EPM2A GYG2 LEP ADRB3 PYGM GCK GSK3B GFPT1 GFPT2 GAA GYS2 TREH DYRK2 PYGB
CHROMATIN_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/CHROMATIN_ASSEMBLY RSF1 NAP1L1 SIRT4 SIRT5 TNP1 NAP1L3 NAP1L2 NAP1L4 SIRT1 HDAC5 SET SMARCA5 CHAF1A CHAF1B ASF1A HELLS
NEGATIVE_REGULATION_OF_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_TRANSPORT MDFI FAM3D CRYAA NFKBIE CRYAB NF1 STIM2 ARF6 NLRP3 MXI1 NFKBIL1 TRAT1 TONSL PEA15 PACSIN3 RAC1 YRDC FAF1 RSC1A1 BARD1
POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER ELF1 ELF4 FOXO1 FOXO3 GLI2 MED21 ZBTB38 GLI1 EPC1 MKL2 SUPT5H MYO6 CCNH RXRA MED12 TP53 MED14 MED13 ARNTL CDK7 ELL3 PPARGC1B NRIP1 PRPF6 GTF2H1 MED6 INHBA HIF1A HNF4A ZMIZ2 MED17 NCOA6 TFAP2B CLOCK MED1 GLIS3 CRTC1 GLIS1 NUFIP1 ELK1 PLAGL1 FOXH1 TNFRSF1A NPAS2 SQSTM1 SUPT4H1 MAML3 ERCC3 RUNX1 FOXD3 ERCC2 IL4 UTF1 EPAS1 MAML1 MAML2 SMAD3 SMAD2 ATF6 MNAT1 ATF4 SP1 THRAP3 RBM14 BMP6
ISOPRENOID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/ISOPRENOID_METABOLIC_PROCESS ALDH8A1 RDH12 BCO2 RDH11 DHRS3 RARRES2 NPC2 MVK IDI1 PDSS1 PDSS2 RETSAT
SPERMATID_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/SPERMATID_DEVELOPMENT CSNK2A2 NME5 H1FNT SPAG6 SYCP3 CEP57 HSPA2 DDX25 TNP1 TSSK6
GLUTAMATE_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/GLUTAMATE_SIGNALING_PATHWAY CDK5R1 GRIK1 GRIK2 GRIK3 GRIK4 GRIN2A GRIA3 GRIA4 HOMER1 HOMER2 GRM5 GRM4 GRIN2B GRIN2C HOMER3 GRM6 GRID2
PROTEIN_TARGETING_TO_MITOCHONDRION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_TARGETING_TO_MITOCHONDRION MFN2 TRNT1 TSPO TIMM17A TAMM41 TIMM17B TOMM22 MIPEP TIMM23 TIMM44 TOMM34
TUBE_MORPHOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/TUBE_MORPHOGENESIS KCNMB4 BCL10 GCLC LMO4 KEL VANGL2 CELSR1 GLI2 SOD1 TINAG GCLM SHH KCNMB2 CALCA NOTCH4
REGULATION_OF_CYTOKINE_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CYTOKINE_SECRETION CARD8 CRTAM CADM1 CIDEA NLRP3 PYDC1 FOXP3 NLRP2 APOA2 NOD2 APOA1 INS NLRP12 PYCARD GLMN SRGN
MACROMOLECULAR_COMPLEX_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/MACROMOLECULAR_COMPLEX_ASSEMBLY SYT1 OXA1L EIF2C1 MED24 MED23 CD2AP SRSF6 PICALM SRSF5 APOE EIF1AX SFSWAP MED26 KIFAP3 SRSF9 MED27 SH3BGR FAS EIF2B2 EIF2B3 EIF2B4 EIF2B5 SYK IKBKAP GJD3 CD3E MATN1 MED12 EIF2S3 MED14 CD40 MED13 SRSF1 PPARGC1A BOLL PTRF MED16 RPS14 MED17 ATPIF1 AMFR LAMC1 GEMIN2 SURF1 EIF2AK3 EIF2AK4 DAG1 HFE MTIF2 MTIF3 RIMS1 CD74 PXN CDC42EP2 UPK1A CDA AGRN HMGB1P10 MLL PAIP2 CELF1 PAIP1 TGFBR1 CREBBP SMAD4 EPRS SMAD3 SEPT11 SRSF12 CHAF1A CHAF1B COX11 WASF3 CRNKL1 COX10 NAP1L1 TP63 GJA1 EIF2A NAP1L3 NAP1L2 GJA4 GJA5 NAP1L4 NOD2 NOD1 NUBP1 ZFYVE9 GPX3 IL1RAP TRPV5 COX18 FANCA FANCC COX15 ATF7IP SRPK2 PRPF31 SNAPC5 BRF1 APCS VIL1 TP53 SF1 EIF1B WAS THEG RAD51 MED7 MED4 GTF2I EIF4A2 NUP205 MAP3K11 MED1 FMOD PARD3 REPS2 APC2 NFS1 PML AASS HPRT1 CLDN14 SF3B3 GJC1 LPXN SET CCT6B DGKD PTK2B USP39 PEX14 DAZL PEX13 WIPF1 APBA1 DAZ1 SF3A2 EIF2B1 SF3A1 MIS12 SF3A3 MNAT1 TJP1 TCEB2 PBX1 PTCH2 PBX3 PBX4 TXNL4A OCLN CAPZA2 TSPAN4 EIF5 CAPZA1 SNRPD1 EIF5A SNRPD2 SLC7A9 TBP SLC7A6 TAPBP VCL SLC7A7 APOA4 GTF2E1 GTF2E2 EIF1 DDX20 INSR BCL10 SCUBE3 DARS SCUBE1 TAZ PICK1 ACTN2 ADRM1 SMARCA5 HSPB1 SLU7 VAMP3 SEPT7 SEPT9 TRAF1 STK16 TRAF2 HMGB1 EID2 ANLN LLGL1 SRC EIF3C EIF3D EIF3A EIF3B EIF3G EIF3H EIF3E NPM1 EIF3F EIF3I EIF3J ASF1A TAF2 PARD6B TAF5 MALT1 LIN7A EIF4B PPIH EIF4H GTF2F1 GTF2F2 MYH11 E2F2 E2F3 TLN1 RSF1 TLN2 DICER1 SKAP2 NDUFS7 CDC42 RANBP9 NDUFS5 MAZ NDUFS4 RPS3A NDUFS8 GOPC DLG4 AKR1C1 ZW10 PPP2R1A IRAK1 CCDC88C ALDH5A1 CDK9 CDK7 NLRP3 SLC9A3R1 SLC9A3R2 HMGA1 STOM EIF4G2 EIF4G3 ADRB2 TPPP NCOA6 MDM2 WASL MDM4 KPNA3 SRSF10 TCAP HCFC1 PAIP2B CD9 IGF1R TGM3 SCAF11 GTF3C4 GEMIN5 SCO1 APC IL2RB MUC20 BCS1L TUBGCP2 VWF ATXN2 TMEM48 MED30 PRLR BAX THRAP3 MAPK8IP2 FAF1
DI___TRI_VALENT_INORGANIC_CATION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/DI___TRI_VALENT_INORGANIC_CATION_TRANSPORT ORAI1 HFE CCL8 CACNB3 CACNB4 SLC11A2 SLN NMUR1 NMUR2 TRPV5 SLC30A5 CHRNA7 SLC39A1 TRPC1 CACNA2D1 TRPC4 SLC8A1 TRPC3 TRPC5 STIM2 STIM1 TRPM2 NPY ATP2C1 ATP2A3 PLN RYR3 ATP2A1 RYR1 SLC40A1 CACNA1D CSN2
DETECTION_OF_ABIOTIC_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/DETECTION_OF_ABIOTIC_STIMULUS RP1 UNC119 TRPC3 TACR1 TAC1 OPN1SW NR2E3 ABCA4 SAG PITPNM1 PDE6B TIMELESS GRM6 PDC NPFFR2 CACNA1F GRK1 RHO OPN4
REGULATION_OF_RESPONSE_TO_EXTERNAL_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_RESPONSE_TO_EXTERNAL_STIMULUS KLK8 IL8 CX3CL1 SLIT2 AHSG IL20 LEP CDH13 TNFRSF1A NPY CARTPT GHRL CHRNA7 GHSR SCG2
COFACTOR_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/COFACTOR_METABOLIC_PROCESS MOCOS TSPO ALAD ALDH1L1 COX10 PGD ACOT2 ACOT1 PPOX ACOT4 PDHB ACOT9 MTHFD2 GPX1 ALAS1 ALAS2 CPOX ACOT12 COX15 FECH ACO2 C16orf7 COQ7 UGT1A1 COQ3 ISCU PGLS COQ2 NNT NFE2L1 ME1 COASY GCLC NFS1 UROS PPT1 GCLM PDSS1 PDSS2 GLRX2 GSTA1 MOCS2 FTCD ACLY SOD1 OXSM SDHA BLVRA SDHB GLYAT MLYCD SDHC SDHD CTNS
REGULATION_OF_HORMONE_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_HORMONE_SECRETION STX1A FAM3D INHA IL11 OSM LIF INHBB INHBA GCK GHRH CARTPT GHRL SCG5 SNAP25
ORGANIC_ACID_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/ORGANIC_ACID_TRANSPORT SLC38A3 AQP9 SLC16A10 SLC22A12 SLC7A8 SLC7A9 SLC7A5 SLC1A4 SLC1A5 SLC16A1 SLC1A2 AKR1C4 SLC1A3 SLC1A6 SERINC1 SLC25A22 SLC1A7 SLC25A1 SLC22A6 SLC43A1 SLC1A1 ARL6IP5 AKR1C1 CLN3 PRAF2 PDPN SLC3A2 SLC7A10 SLC3A1 SLC25A12 SLC16A3 SLC16A2 SLC16A5 SLC25A13 SLC16A4 SLC6A7 SLC16A7 SLC16A6 SLC25A10 SLC16A8 CTNS SLC25A15
POSITIVE_REGULATION_OF_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_PHOSPHORYLATION ITLN1 IL31RA CLCF1 ANG TDGF1 EGF BMP4 EGFR IL3 BCL10 IL5 LYN IL29 HCLS1 IL20 CARD14 CCND1 EREG CD80 CCND3 AKTIP CCND2 CD81 IL12A GLMN TNK2
G2_M_TRANSITION_OF_MITOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/G2_M_TRANSITION_OF_MITOTIC_CELL_CYCLE KHDRBS1 ANAPC5 ANAPC4 BIRC5 ANAPC10 TPD52L1 LATS1 CDK2 CDKN1A CDKN2A DDX11 CDKN2B USH1C
T_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/T_CELL_PROLIFERATION IL4 PTPRC CRTAM CADM1 ELF4 CD3E IL18 IL27 CD276 IL21 NCK2 NCK1 SFTPD GLMN IL12B CD24 EBI3 ICOSLG CD28
FEMALE_GAMETE_GENERATION http://www.broadinstitute.org/gsea/msigdb/cards/FEMALE_GAMETE_GENERATION CGB USP9X SPO11 BMP15 FSHR BCL2L10 PARN EREG DYNLL1 NPM2 LEFTY2 GDF9 FSHB DMC1 BMPR1B TOB2 AXIN1
PROTEIN_TETRAMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_TETRAMERIZATION ALDH5A1 TP53 TP63 AASS ACTN2 HPRT1 IGF1R APOE GPX3 TRPV5 TGM3 CDA ATPIF1 INSR
REGULATION_OF_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN IL29 NF2 LYN CLCF1 HCLS1 SOCS1 IL12A IL20 IL22RA2 IL31RA
FATTY_ACID_BETA_OXIDATION http://www.broadinstitute.org/gsea/msigdb/cards/FATTY_ACID_BETA_OXIDATION ACADVL CPT1B PPARA PPARD ACADM ECH1 ACADS ECHS1 BDH2 CPT1A HADHB
POSITIVE_REGULATION_OF_IMMUNE_SYSTEM_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_IMMUNE_SYSTEM_PROCESS CADM1 BCAR1 IL18 TNFSF13 SART1 TGFB1 TLR8 TGFB2 MAP3K7 CFHR1 CD47 IFNK EBI3 SPACA3 CRTAM IL29 CD3E SLA2 SOCS5 NFAM1 IL21 TRAT1 THY1 UBE2N NCK2 SIRPG LAT2 EREG NCK1 LCK IL12A IL12B ICOSLG MBL2 TRAF2 MIA3 KRT1 ZAP70 CD24 C2 TRAF6 CD28 IL4 PTPRC IL7 CD276 MALT1 CD1D FYN IKBKG CD79A
REGULATION_OF_ANATOMICAL_STRUCTURE_MORPHOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_ANATOMICAL_STRUCTURE_MORPHOGENESIS RTN4 FGD2 FGD1 LRRC4C CDC42 CDC42EP2 CDC42EP1 ROBO1 APOE MAPT ARAP1 ROBO2 ARAP3 FGD5 CDC42EP4 FGD6 FGD4 CDC42EP5 KLK8 TAOK2 MYH9 SLIT2 THY1 AMIGO1 YWHAH
FOCAL_ADHESION_FORMATION http://www.broadinstitute.org/gsea/msigdb/cards/FOCAL_ADHESION_FORMATION ACVRL1 SORBS1 TAOK2 TSC1 TESK2 ACTN1 ACTN2 ACTN3 PTEN THY1
SECRETORY_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/SECRETORY_PATHWAY SEPT5 SYT1 SNCAIP NRBP1 LMAN2L USE1 COPB2 GBF1 NMUR1 COPB1 NMUR2 AP3B2 RAB26 ZW10 SCAMP1 SCAMP3 SCAMP2 BAIAP3 RPH3AL VTI1B OPTN ERGIC1 ERGIC2 ERGIC3 KIF1C ERP44 GRM4 TMX1 COPG2 KRT18 SCIN RAB14 CARTPT VAMP3 STEAP2 COPE PKDREJ AKAP3 SNAP29 RAB3A KCNMB4 CPLX2 CCL3 CPLX1 STX7 NAPG COPZ1 BET1 RER1 RABEPK CCL8 NAPA CCL5 LMAN1 ARFGEF2 ARFGEF1 RIMS1 HRH3 STX18 SYN3 STX16 CKLF SEC22A SEC22B TMED10 SEC22C DOPEY2 DOPEY1 SNAP23 EXOC5 RAB2A NLGN1 SCRN1 SNAPIN MON2 LIN7A CADPS COG3 COG7 SYTL4 GOSR2 GOSR1 YKT6 COG2
PEROXISOME_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/PEROXISOME_ORGANIZATION_AND_BIOGENESIS PEX6 PEX3 AGXT PEX7 FIS1 PEX1 PEX19 PEX2 PEX16 PEX26 VPS4B PEX14 ABCD3 PEX13 PEX12 PEX10
MEIOSIS_I http://www.broadinstitute.org/gsea/msigdb/cards/MEIOSIS_I MSH5 MRE11A MSH4 LIG3 CHEK1 SPO11 RAD52 SYCP1 RAD50 LEPREL4 ATM RAD51 RAD1 REC8 RAD21 RAD51B STAG3 RAD54B RAD51D DMC1
MEMBRANE_LIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/MEMBRANE_LIPID_METABOLIC_PROCESS SGMS2 GBGT1 SGMS1 CERS5 APOA1 LCAT ST3GAL6 PLA1A NSMAF APOM SGPL1 SPTLC1 UGCG TAZ CHPT1 PITPNM3 PI4K2A NEU3 PLA2G2E PLA2G2D ENPP7 ST8SIA1 APOC2 ST8SIA3 PPT1 PLAA SERINC2 SERINC5 B3GNT5 LPCAT1 SERINC1 PEMT PCYT1B B4GALT4 LPL SPHK1 SMG1 CERS1 ST8SIA5 PLA2G4C PLA2G4B IMPA1 PIP5K1A PTEN ASAH1 ASAH2 IP6K1 ST6GALNAC6 PIGK ST6GALNAC4 PIGF PIGG GPX4 PIGH PIGB PIGC CETP PCYT2 PLCB2 IP6K3 AGPAT2 AGPAT1 IP6K2 PIGA CLN3 PIGZ PIGY PIK3C2A PIGV PI4KA PIGU PIGT LGALS13 PIGS PI4KB PIGO PRDX6 CD81 PLA2G6 PLA2G3 CLN8 PLA2G5 CLN6 PGS1 GPAA1 DGKE ETNK1 PLCD1 CERK PIK3R1 B4GALNT1 PSAP FADS1 LARGE GLA DPM1 DPM2 DPM3 SMPD4 SMPD3 SMPD2
REGULATION_OF_LIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_LIPID_METABOLIC_PROCESS PPARA NPC2 APOA5 CIDEA EDF1 SOD1 ANGPTL3 STUB1 PPARGC1A BRCA1 BMP6 NR5A1
REGULATION_OF_MOLECULAR_FUNCTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MOLECULAR_FUNCTION ALS2 RAB3GAP2 XRCC4 ADORA3 ADCY7 RAB3GAP1 EDN2 MAP3K7 MAP3K6 BAK1 MAP3K5 MAP3K4 DIRAS3 MAP3K9 ABRA CHRNA7 PSENEN GNG3 DBNL ANAPC2 GTPBP4 C5AR1 PIK3CB KIAA1804 THY1 BCL2L10 CRHR1 NME1 IFNB1 PPP6R3 CCR2 F2 ATPIF1 ACR TAB1 CDK5R1 CDK5R2 GNAI3 GNAI2 PTPLAD1 ERBB2 CHEK1 STRADB CDC37 ADCYAP1 SERINC2 ADRB3 SERINC5 HEXIM2 HEXIM1 SERINC1 DUSP16 DIABLO FBXO5 ARAP1 HIP1 MDFI TAOK2 MAP2K3 SMAD3 DUSP22 TPD52L1 SMAD2 CBLC STRADA RGS3 RGS4 AVPR1B AVPR1A CCNT2 CCNT1 LATS1 PTEN DAXX LATS2 CAMKK2 CCNE2 EDNRA GPX1 EDNRB NOD2 NMUR1 NMUR2 TGFA CAP1 FGF2 SERTAD1 DHCR24 CDC6 CCNK AIFM3 CCKBR TP53 HERC5 NFAM1 ECSIT LDLRAP1 FLNA JMY GTF2H1 SIGIRR CARD10 CARD11 NCK2 GRM4 PROK2 CCND1 GRM3 GRM2 CCND3 EREG GNAQ PSEN1 LAX1 GRM8 CCND2 GRM7 GADD45G GIPR PSEN2 MAP3K10 CAND1 GNAS GADD45B MAP3K13 GADD45A ZER1 MAP3K11 AVPR2 PARD3 C5 FPR1 BCCIP SFN AZU1 SUMO1 BCL2 BCL3 PEX14 CD24 CAP2 BIRC5 CRIPAK CDKN3 SOD1 STAT1 MNAT1 DUSP2 P2RY11 GLA EPGN IFT57 ADAP1 NARFL PPP2R4 DUSP9 DUSP8 DUSP6 GNA15 ZAK STK36 C13orf15 TNFSF15 PKMYT1 PMAIP1 MBIP TLR6 GHRHR TGFB1 NLRC4 APOA2 NLRC3 CDKN2A GALR1 CDKN2B CASP8AP2 MDFIC CDKN2C GALR3 CDKN2D TDGF1 APOA5 SPRED2 RGN SPRED1 BUD31 S1PR2 LPAR2 S1PR4 EGFR BCL10 RBL2 MADD RELA PICK1 RBL1 HBXIP TNNT2 MAP4K5 PLCE1 EP300 EDF1 CARTPT ERC1 EDA GLP1R FGD2 TRAF2 FGD1 ADORA2B DRD5 UBE2V1 APOC2 MAP4K1 CCNG1 PYDC1 MTCH1 NPM1 ADRA2A ADRA2C TRAF7 ANGPTL3 FGD5 TRAF6 EGF FGD6 FGD4 ANGPTL4 CARD8 CREBZF PIF1 MALT1 FOXP3 CDKN1C ATP7A NOSIP AKTIP VCP TSC1 BBC3 LTB4R2 ABL1 IKBKB ABL2 IFI6 DNAJB6 RSF1 GABBR1 DPH3 PRDX3 GABBR2 PDCD4 CASP9 PAK2 CXCR4 PRMT8 ANG SHC1 CDK5RAP3 PAK1 CDK5RAP1 PLCB2 IRAK1 CCDC88A RALBP1 CYCS ARHGAP27 PKN1 RB1 CDK7 NLRP3 NLRP2 UBE2N TARBP2 PRKCQ ADRB2 ADRB1 CHRM1 HIPK3 CD81 LCK ERN1 GHRL COMMD7 PRKD3 GAP43 CALCR CKS1B TNF APH1A TRIB3 EGLN1 TRIB2 TRIB1 CALCA MOAP1 TSPYL2 MAP3K2 PYCARD CD4 PPAP2A CAMK2A APEX1 APC GPS1 PTPRC COL4A3 FOXL2 CEBPG NF1 EDA2R CDC25C CDC25A GPS2 NCSTN PRLR ID2 ID1 BAX CKS2 APAF1 ID3 TSSK4 F2R
REGULATION_OF_DNA_REPLICATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_DNA_REPLICATION CDC6 NBN GTPBP4 ENPP7 CCDC88A NF2 GMNN WRNIP1 TIPIN S100A11 RAD9A ATR GLI2 CDK2 GLI1 CDT1 CDC45 TSPYL2 EREG RAD17
SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/SIGNAL_TRANSDUCTION IL9R OSMR BTK MAP3K7 MAP3K6 MAP3K5 MAP3K4 DIRAS3 MAP3K9 OGT QRFP ROS1 BSG GEM MARK4 MARK1 BRAP MARK2 THY1 ROR1 ROR2 EIF2AK3 OSTF1 NFKBIB DUSP10 FOXH1 DUSP16 GUCY2F TAOK2 TAOK3 DUSP22 ATR GUCY2C GAS6 ATM GUCY2D GH1 CDC42BPG RGS1 RGS2 RGS3 RGS4 RGS5 CDC42BPA RGS9 CDC42BPB SIRPB1 IL4R TICAM1 TICAM2 ANP32A GKAP1 BRD8 AVP AIFM3 GIP AIFM1 IL6R ELMO1 ARHGEF11 EREG RIPK1 TXN FOXC2 FMOD APC2 ECEL1 MKNK2 MKNK1 TRIM13 IL7R SORBS1 CSNK2B AXL IGF1 CRIPAK IGF2 DUSP4 DUSP2 CSNK1D CSNK1E GSK3B LRP6 LRP8 DUSP9 DUSP8 HPGD DUSP6 GNA13 MTSS1 GNA14 MPZL1 GNA15 GRIK1 GRIK2 GRIK3 GNA11 GNA12 GRIK4 TGFB3 IL15 NR2E3 TGFB1 MARCO NLRC4 FNTA CDKN2A NLRC3 GALR1 CDKN2B MDFIC GALR3 GALR2 S1PR1 IL1B IL15RA S1PR3 FRS3 BUD31 S1PR2 LPAR2 FRS2 LPAR3 GPR89A NET1 S1PR4 BCL10 IL29 BAIAP2 FADD IL20 GABRR2 GABRR1 ARRB1 MIB2 CCL1 ARHGDIG CCL3 CCL2 ADORA2B IFITM1 PTK7 BMPR2 UBE2V1 CCL8 CXXC5 CCL5 CCL4 CCL7 IL12RB2 PTK2 IL12RB1 ADRA2A ADRA2C ADRA2B ARHGDIA ARHGDIB CCM2 UCN FIBP CDKN1C ATF6 EPS15 TRAF3IP2 TBXA2R ADRA1B ADRA1A ADRA1D IMPA2 IMPA1 HCAR3 PIDD HINT1 GABBR1 PINK1 GABBR2 PRMT1 PRMT2 PKN3 TIE1 NRG2 APLN SLA2 PKN2 PKN1 SH2D3C SH2D3A TNFSF13B ERN1 MAPRE2 NRGN CCK BRSK1 RGMB TMED4 TMED1 CD2 CALML5 SECTM1 CBL BAD FRZB GCG BAX FAF1 EDN3 IL6ST EDN2 GPR123 STAT5A STAT5B EDN1 LHCGR CD47 APOE WNK4 GRID2 TXNL1 PLD2 PLD1 C5AR1 CD3G CD3E WNK1 WNK3 RAD9A CD40 WNK2 TANK CCR9 VEGFB VEGFC CCR8 CCR6 CCR5 CAMK4 UBR5 CCR3 CD33 CCR2 VEGFA CAMK1 PIAS1 AMFR NEK6 ACR CDK5R1 PTPLAD1 HUS1 STK17B MYO9B CD70 STK17A GPR143 CD74 PLAA MAML3 NR1H4 TYROBP MDFI CNKSR1 ABR TP53BP2 IL1RL1 IL1RL2 MAML1 MAML2 NDFIP1 CIDEB CIDEA NDFIP2 OXSR1 KDR NR1I3 NR1I2 CD59 PLAU NRP1 IL27RA GJA1 PTEN FLT3LG PDPK1 GPR173 GPR176 CD160 NFAM1 CD164 WLS SIGIRR AMBP ADM MAP3K10 MAP3K13 MAP3K12 MAP3K11 CXCL1 BID AVPR2 PARD3 CXCL5 OPN1LW OXT CCR1 CXCL9 TFG KIT CXCL6 NAMPT IL10RB FCGR1A AGT VWC2 CD24 CD27 CD28 FYB HCLS1 LRRN2 OPN1MW GRIA3 GRIA4 PTGFR CD19 GRIA2 FCGR2B GRIA1 FYN EEF1E1 PTCH1 BIK CD14 NRTN GABRB3 GABRB2 PDGFA GABRB1 FOXO4 SCTR PTGIR GNL1 CSNK1G2 CNGA3 FOXN3 IGSF6 TRIM38 CD101 IGSF1 OPHN1 CSNK1G3 ERC1 RAD17 PPP5C FGFR1 FGFR4 FGFR3 BLK ARFRP1 CYTL1 NEDD9 TRH DEFB1 DEFB4A CSF1R CFLAR CARD8 GABRA2 CARD9 GABRA1 GABRA4 GABRA3 GABRA6 OMP GABRA5 BRCA1 PPIC CORT PIP4K2B IL22RA2 DDR2 CXCR5 CXCR4 ANG PCBP4 CXCR6 SHC1 SHC3 GABRG2 RALBP1 ARHGAP27 ARHGAP29 FSHR OR10J1 CD3EAP CD83 ITGB1BP1 ITGB1BP2 CD81 CFL1 FSHB TNF TNFRSF8 MAP3K3 CEP57 MAP3K2 CAMK2B QRFPR PPAP2A STAMBP FOXL2 IL2RB IL2RA PARK7 PECAM1 THRAP3 BRE BMPR1A ALS2 RPL17 LTBP2 PGF PGR GIT2 GNG3 DDAH2 GNG4 CCNA2 MAP2K7 DDAH1 MAP2K6 MAP2K5 GNG7 PTPRJ TYRO3 TNIK PTPRF PTPRG PTPRT PTPRU BCL2L10 IFNB1 ADAMTS1 MST1R IRAK1BP1 GNAI3 GNAI2 RUNDC3A PPT1 IFNA2 MUSK CDC42EP3 GIT1 MAP2K1 PHB TGFBR1 MAP2K3 KLF10 SPHK1 MAP2K4 NPY5R APOL3 PENK AVPR1B AVPR1A TGFBR3 HGS CHRND TNK2 CHRNE CHRNG GNAZ GPR85 GLRA1 TRPV1 GLRA2 AP3S1 NOD2 NOD1 GUCY1A3 TRPV4 SRPK2 ARHGEF7 FLNB SRPK1 FLNA NCK2 GNAL MAST1 GNB2 GNAQ XPR1 GNB1 GIPR GUCY1B3 GNAS GNB3 RAPGEFL1 CLOCK FFAR3 FFAR2 NPY2R CREM FFAR1 GPR65 PML GNG11 GPR68 GNG12 CCL24 CCL25 CCL22 CCL23 DAPP1 CCL20 MAS1 LIMD1 CCBP2 CAPN5 GPR75 CCL19 RICTOR NPY1R CCL15 CCL18 SELS CCL17 RPS6KA5 CCL11 RPS6KA6 RPS6KA3 CCL13 RPS6KA4 RPS6KA1 RPS6KA2 GNG10 ADAP1 SIK1 SLC44A2 RRAD RPS6KB2 IQGAP2 RCVRN RPS6KB1 ZIC1 CNOT7 IQGAP1 APOA1 GPR45 MIER1 GPR44 GPR42 RRAS EGFR GOLT1B RPS6KC1 ARID1A NTSR1 GPR55 GPR50 GPR52 TRAF2 HMGB1 DRD1 DRD3 DRD2 DRD5 MRAS DRD4 CDC42SE1 CX3CL1 PYDC1 LPAR4 GPR22 GPR21 DOCK1 GPR27 APOC3 GPR25 TEK TRAF7 TRAF6 GPR20 TRAF5 TRAF4 NR4A3 TRAF3 VAV3 EPAS1 TNFRSF13B TRADD LAT GPR32 GPR35 GPR34 TSC1 GPR37 PLK2 CDC42SE2 CDKN2AIP GPR39 MTNR1B RHBDL1 XCL1 XCL2 GPR31 MTNR1A LEPR DUOX2 PRDX4 DUOX1 DEK PIP5K1A CCRL2 CLCF1 RHOA RHOB RHOC RHOD RHOG CCRL1 RHOH SIT1 GPR19 LIMK1 OTX2 ESR1 NUP85 IPO8 ESR2 HUNK CHRM5 CHRM4 CHRM3 CHRM2 IPO7 CHRM1 LCK GPR15 INPP4B GPR17 INPP4A TSHR GPR12 TDP2 MAVS APH1A NR3C2 PPM1A KITLG TSHB PF4 NR3C1 TRAIP CALCOCO1 TAC3 SH2B2 INPP5D GUCA1B GUCA1C FLT3 FLT4 DRG2 SMC3 PDC TBL1X CGA CGB S100A6 ADCY7 VAPA VAPB SHH SHB LILRA1 LILRA2 LILRA3 GAB1 CLEC4A CHRNA4 CHRNA7 RAPGEF4 CHRNA6 CHRNA1 RAPGEF1 CHRNA3 CHRNA2 EFNB3 STRN4 HTR4 RIC8B PREX2 LILRB2 LILRB5 VOPP1 HTR7 LILRB3 CX3CR1 HTR6 LILRB4 PDGFRA PDGFRB SRP72 CLEC5A TRHR AKAP12 ADRBK2 AKAP10 ADRBK1 AKAP11 PXN AGRN AGRP SMAD7 LGALS1 SMAD5 SMAD4 TRIO SMAD3 SMAD2 SMAD1 TAX1BP3 ECM1 LGALS9 NUP62 CHRNB4 CHRNB3 RHEB CHRNB2 PYY IL5RA CHRNB1 CLEC7A PRKRIR LHB CCKAR COPS3 FASTK BCAR1 CAMKK2 ASGR2 TNFRSF11B TNFRSF11A NR2F6 XCR1 NR2F2 NR2F1 ADAM11 LTBR ADAM10 CCKBR RXFP3 CDS1 CTNNBIP1 CLEC1A TNFRSF10A TNFRSF10C MED4 TNFRSF10B GTF2I TNFRSF10D LAX1 GADD45G GADD45B MED1 CLEC1B LANCL1 SFN SQSTM1 CLEC2D NPFFR2 CC2D1A CHP IL18R1 TRHDE MAPK11 MAPK10 ITPR3 ITPR2 MAPK12 ERBB2IP MAPK13 MAPK14 IFT57 CALM3 OPN3 BCAR3 FGF18 CRABP1 FGF14 FGF17 CRABP2 FGF16 FGF11 FGF13 ITPKB ANKRD1 FGF12 ITPKA DMPK GP6 ITPK1 PAG1 MYO6 SOCS2 SOCS3 MADD SOCS1 SOCS6 TNFRSF17 TNFRSF14 SOCS5 FGF21 FGF20 TRAT1 PKD2L1 PTHLH LAT2 RIPK3 RIPK2 CARTPT KALRN KIR2DL4 SRI DERL2 DERL1 SRF DERL3 SRC GMIP CNR1 CNR2 GML AXIN2 RNF14 PTPN6 CLNK PTPN1 SST FASLG AKT1 TAAR8 ARHGAP4 TAAR9 TAAR6 ARHGAP5 PAK2 PAK4 ARHGAP1 PTH1R TAAR1 CNTNAP1 PAK1 RAMP1 IFNGR2 TAAR5 LTB PRL AKT3 IFNGR1 LTA KHDRBS1 PIGU MINK1 NCR2 DAPK2 DAPK3 ECT2 NCR1 DAPK1 GRP CRKL HIPK2 CALCR TNFRSF25 CTNND2 CALCA TNFRSF1A CALCB UTP11L MOAP1 PTH TNFRSF18 PTN GP1BA PTPRC PTPRD LTK GMFB OR3A2 CRH CRK TIAF1 HNRNPK HRAS KLRC2 CRHBP MED24 AGTR1 MC1R GRIN2B GRIN2C LTB4R CCR10 KLRD1 KLRB1 PIK3CG SH3GL3 RREB1 PIK3CB LIFR GRIN2A MED12 MED14 MED13 RAD1 SSTR4 MAPK1 SSTR5 SSTR2 SSTR3 MAPK6 SSTR1 MED16 MED17 F2 MC2R MAPK9 MADCAM1 MAPK8 MAPK7 KLRC1 SH3GL2 SH3GL1 PPYR1 ARF6 BCL2L1 ARFGEF2 ALCAM IL17C RAC2 INS RAC1 IL17F KLRF1 NTF3 COL16A1 VDAC1 SMURF1 OPRM1 FGF6 FGF5 SLC20A1 FGF9 TP63 BNIP3 DAXX ASAH2 NMUR1 NMUR2 CEACAM6 MC5R TMEM101 IL13RA1 FGF2 FGF3 FGF4 RAP2B RAP2A AR LYN NPBWR1 NPBWR2 TP53 CLIC2 PI4KB CLIC1 CARD10 INHBA SERPINB9 DOK1 DOK2 KLRG1 SIK2 CLIC3 IL12A EEF1D C3 OPRK1 C5 FPR1 ABI1 MC3R PPP1R17 WNT8B PDK1 IL6 IL8 OPRL1 APPL1 APPL2 TP73 ACCN2 CDH13 ACCN3 EPGN MC4R HBS1L CXCL11 CXCL12 CXCL10 CSNK2A2 CSNK2A1 TDGF1 RALB RALA GPR183 STAP1 BST2 DFFA DFFB RELA STMN1 EDA FGD2 FGD1 STYXL1 C3AR1 LITAF MAPKAPK5 MAPKAPK3 ABCA1 MAPKAPK2 P2RY6 PEG10 P2RY4 P2RY2 P2RY1 FGD5 EGF RAB6C FGD6 GABRQ FGD4 GABRD GABRE EFS NR4A1 P2RX5 P2RX4 IKBKE P2RX7 CXCL14 P2RX1 P2RX3 IKBKG ABL1 ABL2 PTGES3 SKAP2 SKAP1 WISP2 CASP3 WISP1 CASP9 WISP3 IAPP CASP7 CASP8 CASP1 CASP2 PTGER1 PTGER2 PTGER3 IL18RAP PTGER4 CYCS IFI16 NEK11 LEFTY1 MCC AGER FKBP8 STUB1 HRH1 HRH3 HRH2 SLC35B2 LEFTY2 GPSM2 KLRAP1 NFATC1 AMHR2 TNFSF4 MAL TNFSF9 TNFSF8 NCSTN PEX11A ICK MED30 GDF10 GDF15 OPRD1 GDF5 TMEM11 PRKG2 PRKG1 MYD88 KIFAP3 IFNG PLA2G1B ABRA PSENEN GDF9 IFNK NSMAF GTPBP2 DBNL GTPBP1 RAN OPTN PPARGC1B C16orf5 FARP2 RND2 LETM1 PRDM4 ATP2C1 TACSTD2 TGFBRAP1 EXT1 EXT2 LALBA TAB1 CALY AFAP1L2 BDKRB2 EPHB3 EPHB1 TAB2 HIP1 BLNK MLN TPD52L1 EPHA1 EPHA2 EPHA3 NTRK3 EPHA4 NTRK1 NTRK2 GRK6 RIT1 GRK4 GRK5 UTS2R RIT2 GHSR GRK1 ZBTB33 ACVRL1 OR52A1 PPARG GLI2 KCNIP2 KCNIP1 GLI3 ARL2BP KCNIP3 GLI1 TRIAP1 GPX1 TGFA CAP1 DEDD2 GZMA LY96 ARTN GZMB GRM1 SCAP GRM5 GRM4 PROK2 GRM3 ZDHHC17 GRM2 GRM8 ZDHHC13 GRM7 GRM6 RIN1 CHL1 CAPS CARHSP1 YWHAZ RAP1GAP PPFIA1 FKBP1A MIF AZU1 SMAD5-AS1 LPXN LY6E ARR3 BCL3 PRKAA1 PRKAA2 MLLT4 GDI1 GDI2 CAP2 NPR2 BIRC3 SOD1 YWHAE BIRC2 YWHAH VLDLR F2RL3 CASR F2RL1 PMAIP1 MBIP VIPR1 VIPR2 GDNF GHRHR TMEM9B MS4A2 GLP2R PRKACB MX1 CASKIN1 PICK1 PRKAB2 PRKAB1 AKAP7 AKAP8 GLP1R AKAP4 GRAP SNX6 GRB2 RRAGA RRAGB RRAGC IRAK3 CORO2A NPM1 MTCH1 ATRIP STK38L GNRH1 GNRH2 CORO1C ULK1 LTB4R2 RAP1A CD79A GRB7 IFI6 PRKAG3 INSL4 PRKAG1 GNRHR BCAM SHISA5 RANBP1 ZYX CHUK NPFF PILRA IRAK2 IRAK1 G3BP1 ADIPOR2 ADIPOR1 OXGR1 MFN2 UBE2N GHRH GHRL COMMD7 PRKD3 GPRC5C GPR6 AKAP9 GPRC5A GPR1 GPR4 GPR3 ROPN1B PYCARD PIK3R3 PIK3R1 SCG2 GPS1 GLRB GPS2 IRF9 SH3BP5 CXCR2 PRLR MAPK8IP2 MAPK8IP3 IGFBP1 MAPK8IP1 MPL IGFBP4 SH3BP2 DLC1 RANGAP1 CITED2 HTR1B HTR1A PPP1R1B TLK1 TLK2 FAS HTR1D HTR1F HTR1E ADAM9 MAGI1 ROCK1 GPER KIAA1804 GRB10 SIRPG AGAP2 GRAP2 CD226 GRB14 ERBB4 ERBB3 ERBB2 ADCYAP1 HCRTR2 HCRTR1 ADRB3 RPS27 DIABLO ARAP1 ARAP3 ARHGEF10L FPR3 FPR2 ASIP P2RX6 PDIA3 PDIA2 PDE11A ZNF675 LATS1 LATS2 ANGPT1 ANGPT2 HTR5A STX2 TLE3 NDUFA13 TLE1 TLE2 RASD1 REPS2 RTKN DGKA PTK2B SOS1 PLEKHG5 TRIP10 DGKK NAE1 P2RY11 SOST RASSF1 NLRP12 ZNF259 HBEGF NMBR HTR2B GFRA2 HTR2A GFRA3 ZAK STK38 ATP6AP2 BTRC TNFSF15 TSPAN6 TNFSF14 TNFSF13 TNFSF12 RBFOX2 TNFSF18 PRKAR2B PRKAR2A PDE4A RGN PITPNC1 RGR INSR EDARADD IRS4 RET IRS2 STK25 NUDT4 STK24 CECR2 MTA1 IRS1 TNFAIP6 SGSM3 DLL4 TNFAIP3 EID2 OPN1SW VDR OTUD7B GRPR DYRK2 CACNA1I PDE7B TNFSF10 VCP PRKAR1A DDX54 TRIP6 MERTK RHO NBN MUL1 FER NDUFS4 RASL10A HMOX1 DLG4 RBPJL SGK2 ADRB2 ADRB1 IGF2R SIGLEC8 PDE9A TREM1 GAP43 PTAFR ACVR1 LCP2 VIP CABP2 CABP5 NDP IGF1R REL REN PAFAH1B1 COL4A3 NF2 CREB1 NF1 ANXA1 DPYSL5 RCAN1 DPYSL3 DPYSL2 ANXA5 ANXA4 ANXA3 PWP2 PPP1R9B PNOC SMPD1 JAK2 APAF1 FEZ2 ITGB3BP ADORA3 OR1E2 PTPN22 ADORA1 BAK1 HOMER3 STAM RARB STC2 RINT1 OR1D2 OR1D5 OR1D4 SAG CRHR1 CRHR2 STC1 PRLHR ENPP2 CHEK1 CHEK2 POMC LGALS3BP BAI1 ARFIP2 S100A11 HOMER1 HOMER2 PTPN11 SFRP5 CBLC NOTCH2 NOTCH1 EPS8 SFRP1 NPY SFRP4 ENG MCHR1 TAS2R1 SPG7 TAS2R4 TAS2R5 TAS2R3 WASF2 CANT1 EDNRA EDNRB BAG1 ZFYVE9 TOP2A SH2D2A PSEN1 PSEN2 SIAH2 PIKFYVE NMI NMB GCGR SUFU PDAP1 STAT6 PLCL1 STAT4 ACTL6A NMU DTNA SERGEF NLK STAT1 STAT3 STAT2 TBK1 TLR1 TLR2 TLR3 TLR4 TLR6 IL31RA CASP8AP2 SPRED2 SPRED1 ACIN1 APLNR STK4 CDKL2 STK3 TPTE MAP4K3 MAP4K4 MAP4K5 PLCE1 LYST WNT5A MCL1 MAP4K2 KLRK1 MAP4K1 TRRAP ELK3 RASAL2 PLCH1 SKIL ATF6B CREBL2 TBL3 RYK MALT1 BBC3 CD274 SMC1A TACR3 TACR2 RRH TACR1 LGR5 ACVR1B NCKIPSD CALCRL PLCB2 RSU1 MPP1 MPP2 MPP3 IGFALS INHA IFNAR1 ACVR2A IFNAR2 ACVR2B KRIT1 INPP1 CD244 ING2 PPP1R12B TCF7L2 RGS11 RGS12 RASGRP4 RASGRP1 PSTPIP1 ERG DNM1L DTX1 EDA2R RGS19 CBY1 RGS16 RGS14 GSG2 MGST3 RGS20 MLNR F2R MGST2
NEGATIVE_REGULATION_OF_CELLULAR_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELLULAR_BIOSYNTHETIC_PROCESS IL10 PAIP2B SFTPD BCL3 IL6 PRG3 PAIP2 NDUFA13 INHA FOXP3 SOD1 FURIN BRCA1 SIGIRR INHBB EIF4A3 INHBA EIF2AK1 GLA TSC1 GCK GRM8 NLRP12 GHRL GHSR ELANE PDZD3 APBB1 EIF2AK3
DEVELOPMENTAL_MATURATION http://www.broadinstitute.org/gsea/msigdb/cards/DEVELOPMENTAL_MATURATION KCNH1 ACTA1 PICK1 MYOZ1 TTN KCNIP2 IL21 SPINK5 FARP2 TGFB2 NRCAM KRT19 RND1 EREG MYH11 CACNA1H AGRN ADAM12
NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_METABOLIC_PROCESS GDA HNRNPF HNRNPD MED24 SYNCRIP MED23 RORB REST MED21 MED20 ISG20 EPC1 TAF5L DHX38 DIRAS3 FOXF1 MED26 FOXF2 MED27 VPS4B PQBP1 ZNF396 PATZ1 IKBKAP PCBD2 RREB1 LIG1 KDM5B KDM5A PTBP1 MECP2 LIG3 MED12 MED14 LIG4 MED13 SARS2 RAD1 PTRF MED16 MED17 SHOX MYBBP1A CPSF3L RAD23B ADSS RAD23A NFKBIB CRTC1 PABPC4 DUSP11 XAB2 VPS72 FOXH1 SLC29A1 SLC29A2 TRA2B PABPC1 NTHL1 SRSF11 SPOP RECQL4 DHX8 RECQL5 CELF1 PAIP1 ESRRG C19orf2 ATR PRPSAP1 USF1 ATM PRPSAP2 NOLC1 POP1 PARP3 POP4 PARP1 TAF1C ELF1 TAF1A HTATIP2 ELF2 ELF3 ELF4 ELF5 EZH2 CWC15 SPI1 TP63 BNIP3 ZNF346 ZNF345 DAXX YBX1 YBX2 AUH ZNF350 ZNF148 ZNF146 BRD7 SPIB BRD8 TAF1L ATF7IP MTERF BRF1 AIFM1 TP53 ZNF143 DGUOK TTF2 MYCN ARHGEF11 CARD11 INHBA EREG ZNF136 CMPK1 ZMYND11 UGDH ZNF367 NUFIP1 DPYS SPO11 ZNF177 IL7R SF3B4 SF3B3 POT1 ZNF174 SF3B2 USP39 DHX15 MARS2 DHX16 FEN1 FOXD3 IL4 MYF6 UPF2 UPF1 LMX1B TRIM29 MYF5 TRIM28 TRIM27 IGF1 IGF2 PHF12 TRIM24 SF3A2 TRIM22 SF3A1 TP73 SF3A3 ATRX ZNF157 CSNK1D CSNK1E SFPQ FOXE1 OGG1 FOXE3 TXNL4A NCBP2 NCBP1 PRPF4B SNRPD3 DBF4 LMO4 SNRPD1 SNRPD2 NR2E3 TCEAL1 TGFB1 CDKN2A NLRC3 MDFIC CDKN2D PMS2 SCRT1 PMS1 CIB1 BCL10 MCM3AP ZNF593 POU2AF1 IL29 DFFA RELA DFFB CSDA RNASEH2A BICD1 HIF1A EP300 TCFL5 TIMELESS SMARCA5 MNX1 TFAP2B EDF1 TFAP2A NFE2L1 NFE2L2 TFAP2C EDA NFE2L3 SMARCA1 SMARCA2 ME1 LITAF ADORA2A UBE2V1 ABCA2 UBE2V2 ABCA1 SYCP1 PNP NR2C2 CXXC1 MEIS2 SMARCB1 SNF8 TEAD4 AIMP1 EGF ASF1A HELLS TFDP1 CREBZF BRIP1 ATF6 HDAC5 RBMY1A1 DNASE2 ATF5 HDAC4 NRF1 ATF4 HDAC2 DYRK1B SMARCC1 ATF7 SMARCC2 ABL1 IKBKB PDZD3 HDAC8 ADRA1D PTGES3 E2F1 E2F2 E2F3 RSF1 E2F6 PAX5 PAX3 PAWR PAX2 PTMA PAX1 TMF1 WARS MAX MAZ DKC1 PAX8 LRRFIP1 NRG1 PTGER3 SLA2 DDB1 CYCS PRPF3 PMM2 PRPF6 DDB2 ERN2 ZFPM2 UBB JMJD1C DMC1 PTMS UGP2 SRSF10 RAG1 UPP1 EGLN1 HIC1 TFAM RGMB ATIC PRPF8 ECD GTF3C6 CEBPZ NFATC4 GTF3C2 NFATC2 NSUN2 NFATC3 GTF3C4 NFATC1 EXO1 MAF CEBPA CEBPB GMDS CEBPD NFRKB CEBPG GRSF1 SLBP MED30 ID2 ID1 BAX ALKBH1 ID4 ID3 FST HIRA SLC35A3 DDX17 WWP1 ABRA IFNK GTPBP4 RAN C16orf7 RAD9A PPARGC1A PPARGC1B PNKP REC8 MTF1 PRDM4 PIAS4 ABT1 MNT TGFBRAP1 TGFB1I1 PRDM1 KAT2A SUDS3 DEAF1 FARS2 HUS1 OAS3 OAS1 AFAP1L2 OAS2 CALR TK2 PPAT TK1 NR1H2 PLAGL1 PPAN ACD CRMP1 SUPV3L1 MAML3 DUX1 BCOR TCF25 MDFI KLF5 NKRF KLF7 IKZF3 MLL KLF9 MAML1 MAML2 RYBP CIDEA TPD52L1 UBP1 HNRNPA0 POLRMT NR1I2 RNF4 TCEB3B SUPT16H TCF19 RBPJ NCOR1 TCF12 ZFHX3 TCF15 KLF4 PPARA ZBTB32 PPARD ACVRL1 PPARG TERF2IP ZEB1 HSBP1 GLI2 PMS2P1 KCNIP3 ZBTB38 GLI1 OXER1 FANCG CCNO FANCA FANCC ZFP36 CCNK CCNH APTX NFAM1 RAD52 MBD1 RAD50 SCAP RAD51 RBBP8 SIGIRR ADM GRM8 ADK RIPPLY1 MTAP MAP3K13 REV3L ETV7 ZBTB16 KIN NR1D2 THG1L PEX14 BCL3 MLLT1 ETV1 BCL6 HSF2BP TSTA3 MLLT6 HCLS1 SPHAR SOD1 SNAI2 SOD2 PREB YWHAH UBTF APBB2 APBB1 MYOD1 FOXO1 APOBEC3G FOXO3 FOXO4 APOBEC3F SMNDC1 SETX GATA1 GATA2 ATOH1 RAD21 GATA6 GATA3 GATA4 RBMS2 KAT7 KAT8 GABPB2 KAT6B KAT6A RBMS1 ALDH6A1 HNRNPUL1 PICK1 FOXN1 ZNF189 RRP9 AHR FOXN3 RPAIN IGSF1 SLU7 ERC1 RAD17 PPP5C BLM SNX6 KARS NPM1 NKX3-2 NOVA1 SREBF1 BRCA2 AK5 SNW1 TSN FOXP3 BRCA1 SREBF2 PPIE PPIG DNMT1 RFX3 SCMH1 DUT POU6F2 FOXK2 PDCD4 FUBP1 FOS FUBP3 DGCR8 ANG POU4F2 DBR1 POU4F1 MKL2 TERT ALX1 UBE2A NANOG SP100 PRKCG NLRP3 UBE2B MSC UBN1 XRCC6BP1 NRIP1 CD3EAP UBE2N PRKCQ XPC BPTF ZMIZ2 MDM2 MDM4 CUX1 COMMD7 ZFP161 SMARCAD1 GLIS3 TNF GLIS2 TRA2A GLIS1 HCFC1 HCFC2 RPA4 RPA3 RPA1 TYMS ERCC8 RPA2 TYMP ERCC5 ERCC6 CDK11A POU2F3 CDK11B POU2F2 POU2F1 NFAT5 PYCARD GEMIN8 SCAF11 GFI1 GEMIN6 ERCC3 ERCC4 CAMK2A GEMIN7 GEMIN4 ERCC1 GEMIN5 ERCC2 FOXL2 SIRT4 SIRT5 SIRT1 SIRT2 PSMG4 ATXN1 IRF9 MPG ATXN3 GSPT1 DR1 IRF7 THRAP3 IRF8 IRF1 IRF2 TEP1 IRF3 IRF4 IGFBP4 XRCC5 XRCC4 FHIT SLC2A4RG XRCC3 XRCC2 LSM6 XRCC6 PGD INTS1 RP9 HOXD13 INTS2 INTS3 ZNF638 ZNF254 CITED1 CITED2 INTS9 INTS8 INTS5 INTS4 INTS7 INTS6 LSM5 LSM4 TLK1 LSM3 TLK2 LSM1 ZNF45 YARS RXRA ZHX1 NOP58 ZHX2 ZHX3 HNF4G KAT5 ORC1 NME4 NME5 NME2 HNF4A ZNF238 RPS14 SMARCAL1 TGIF1 GEMIN2 TRAPPC2 ZNHIT3 ZNF76 MYEF2 PPT1 HSPA1B SNRNP40 HEXIM2 HEXIM1 PIR ZNF74 VEZF1 TCF4 SLC28A2 SLC28A1 DNMT3B TCF3 ARHGEF10L DMBX1 DNMT3A UTF1 TCF7 KLF12 KLF13 PHB KLF10 MAP2K3 TGFBR1 KLF11 MSTN TFCP2 TRPS1 MZF1 HLF HNF1B HNF1A CRNKL1 NAP1L1 SLC23A1 NOD2 RRN3 SLC23A2 HSF2 CREG1 HSF4 MYC BATF3 ZNF281 SRPK2 CDC6 ZNF282 EXOSC7 GMEB2 PTF1A GTF2H4 EXOSC2 NDUFA13 EXOSC3 TLE1 FOSB SRPK1 FLNA GTF2H1 JMY MXD4 CIAO1 PFDN5 RUVBL2 RUVBL1 NSD1 NHEJ1 CLOCK ZNF274 CREM WRNIP1 PML POLA1 ZNF35 CDC45 RNASET2 REXO2 TADA2A PER1 LIMD1 SUPT4H1 TRIP11 TRIP13 ZNF263 SNRNP70 ZNF24 TNP1 ELAVL2 ACLY ELAVL4 NAE1 RPS6KA5 MNAT1 TADA3 RPS6KA4 PPBPL2 NAA15 RBAK TCEB2 NARFL TCEB3 TCEB1 PHF5A CTNS NR5A2 NR5A1 REPIN1 MMS19 RNMT STK36 RBM3 SNRNP200 RBM5 RBM6 TBP TNFSF13 RBFOX2 CBFB IGHMBP2 GTF2E1 GTF2E2 SMARCD2 DDX23 SMARCD3 SMARCD1 DDX20 BPNT1 SNRPA1 NUDT2 NUDT4 NUDT3 NUDT5 HDAC10 CECR2 ARID1A HNRNPR DDIT3 JUNB DDX39A RBPMS PA2G4 SMARCE1 RBMY2BP XRN2 EID1 HMGB1 HMGB2 ACHE CNBP EID2 CCRN4L SNRPB2 PYDC1 EXTL2 VDR TROVE2 TCERG1 POLE2 RPL6 POLE3 METTL1 JUND TAF9 HNRNPC ZNF423 TAF2 TRIP4 EPAS1 SMG6 SMG5 TAF5 TAF8 SMG7 NEUROG1 SMG1 UIMC1 TRNT1 POLD4 VCP GTF2F1 POLD1 GTF2F2 POLD2 PRKAR1A HIVEP3 TDG DDX54 NBN FOSL2 ARID4A FIGNL1 DEDD DICER1 ZNF202 CTCF DEK PRDX3 FEV ORC4 POLG2 NFIL3 FOSL1 NDUFS1 NFX1 SARS ARID5B ARID5A CDK9 CDK7 RB1 ESR2 HMGA2 HMGA1 CDK2 PURA TARBP1 RECQL TARBP2 NCOA6 CDK2AP1 CPSF6 ORC5 CPSF3 CARM1 CPSF1 ACVR1 NUP98 BCLAF1 DCK NFYC NFYB NR3C1 NFYA IVNS1ABP SMUG1 CALCOCO1 ADAT1 TSC22D1 ORC2 TSC22D3 TSPYL2 B4GALNT2 CHD2 CHD1 CHD4 TERF2 CHD3 RNASE2 RNASE3 NF2 VHL RNASE6 CREB5 DRG1 DPYSL3 DPYSL2 FBL PWP1 ORC3 DBP ZRANB2 RAD51C CDX2 ADCY7 RNASEH1 PTTG1 SRSF6 PRIM1 NONO SRSF7 SRSF4 SRSF5 SIN3A SFSWAP SRSF9 PRIM2 TRAK1 U2AF1 RARB SUPT5H TWIST2 PITX2 TWIST1 POLL POLK POLI POLH POLG YY1 CSGALNACT1 NKX2-8 POLE AARS OLA1 POLB SRSF1 TAF6L NOP56 SRSF2 RFC3 PGLS UHRF1 RFC4 RFC1 CD40LG RARS TBRG1 ENPP7 ELL MRE11A CHEK1 IGF2BP3 AGGF1 DRAP1 HTATSF1 CDC40 CDA POLQ HNRNPH3 NKX2-5 HMGB1P10 BMP2 UAP1 SUB1 CREBBP TREX2 S100A11 SMAD4 SMAD3 SMAD2 PMF1 RAD54L NOTCH2 NUP62 NOTCH4 JAZF1 SRSF12 RAD54B BMP7 ENG BMP6 ADAR CCNT2 COPS2 GTF3A COPS5 TBX22 TBX21 CCNT1 UVRAG MLH1 NFKB1 NFKB2 DMAP1 RNGTT CDT1 CAMKK2 PARN BLZF1 GFI1B ASH2L NT5M NR2F2 NT5E TOP2A MSL3 NT5C PRPF31 SNAPC5 ABCE1 ZNF354A TBX10 POLR1E SNAPC2 SNAPC4 SNAPC3 SF1 POLR1C GMPS GTF2B HNRPDL CTNNBIP1 MED6 MED7 MED4 CHMP1A GTF2I ASH1L GADD45G NOP14 GADD45A SRCAP TBX19 MED1 POLR2H POLR2G POLR2F POLR2E NMI POLR2L POLR2K UNG POLR2J POLR2I EHF HPRT1 POLR2D POLR2C POLR2B SUFU MLF1 SUMO1 SET MRPL12 SQSTM1 LANCL2 GATAD2A POLR3G BCAS2 POLR3H POLR3K TBX3 TBX2 TBX5 GMNN NASP AFF4 ILF3 PRPF18 POLR3C STAT1 STAT3 STAT2 ILF2 YAF2 PPP1R8 NEUROD2 PHF21A PBX1 RBM14 PBX3 PAICS CIR1 PBX4 HNRNPAB THRA CTPS ARNT2 CRABP2 HOXC6 MUTYH TARDBP HOXC5 SRRM1 TFB2M MYO6 DARS SNRPN EFTUD2 NR0B2 ARNTL NR0B1 ELL3 TRERF1 ELL2 PTHLH ADRM1 UCN2 TIAL1 SNRPB LUC7L3 SNRPC SNRPF PRPS2 PRPS1 SNRPG GCLC TFAP4 SOX5 TIPIN ELK1 ELK3 NHP2 RAD51B BTF3 SKIL RAD51D ENTPD4 ATF6B RUNX1 RUNX2 RUNX3 RNF14 CREBL2 MAFF CSTF3 CSTF2 NFE2 PIF1 SAP18 INTS12 RNPS1 SSB GSC2 INTS10 GCM1 PSMC5 MAFA KCTD13 FPGS SMC1A GUK1 CSTF1 SOX21 NR6A1 BUD31 MEN1 ACVR1B MCM7 NAA16 POU5F1 PCGF6 SETMAR ATP8B1 SOX18 EGR1 KHDRBS1 ELP4 ELP3 ELP2 CCDC88A NOL3 REV1 LDB1 NOL8 SOX12 CILP MCM2 MCM3 MCM5 UMPS ACVR2B BTG2 NRL KHSRP KPNA2 KPNA1 ING4 SUPT3H ING2 MGMT NFIX POU1F1 TCF7L2 CALCA TNFRSF1A NPAS2 HAND1 HAND2 KRT7 PTH NUDT21 TINF2 APEX1 ENO1 DCTD ERF MSH6 ERH MSH3 MSH2 DTX1 MSH5 MSH4 SOX30 CENPF EDA2R CBY1 TPMT AMPD3 DIS3 SP1 SP2 SP3 SP4 ARHGAP35 TSSK4 NFIC CRK
REGULATION_OF_PROTEIN_AMINO_ACID_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROTEIN_AMINO_ACID_PHOSPHORYLATION ITLN1 ITGB2 IL31RA NDUFS4 CLCF1 TDGF1 BMP4 EGFR IL3 IL5 CCDC88A LYN NF2 IL29 CCDC88C HCLS1 SOCS1 IL20 CARD14 CCND1 CD80 AKTIP CCND3 CCND2 CD81 NLRP12 IL12A TNK2 IGFBP3 IL22RA2
RESPONSE_TO_ENDOGENOUS_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_ENDOGENOUS_STIMULUS XRCC4 RAD51C XRCC3 XRCC2 XRCC6 EIF2B2 CCNA2 EIF2B3 MAP2K6 EIF2B4 EIF2B5 POLL POLI POLH POLG LIG1 POLE RINT1 LIG3 RAD9A LIG4 KAT5 C16orf5 RAD1 PNKP RFC3 KRT19 UBR5 RAD23B RAD23A MRE11A HUS1 CHEK1 CHEK2 XAB2 GYS2 POLQ NTHL1 RECQL4 HMGB1P10 RECQL5 CIDEB TREX2 CIDEA ATR RAD54L ATM RERG PARP3 RAD54B CLEC7A GHSR PARP1 UVRAG MLH1 LATS1 PMS2P1 LATS2 TRIAP1 FANCG CCNO FANCA FANCC LYN AIFM1 TP53 GTF2H4 APTX RAD52 RAD50 RAD51 GTF2H1 RBBP8 GADD45G FOXC2 RUVBL2 STEAP2 GADD45A NHEJ1 WRNIP1 UNG PML POLA1 SFN SUMO1 BCL3 PCSK9 BCL6 CD24 FEN1 UPF1 HCLS1 TNP1 CRIPAK SOD1 EIF2B1 TP73 SELS NAE1 ATRX MNAT1 CDH13 MAPK12 CSNK1D CSNK1E EEF1E1 RBM14 OGG1 MMS19 ZAK SETX IGHMBP2 APOA2 MUTYH GSTM3 RAD21 GATA3 CDKN2D PMS2 PMS1 CIB1 MYO6 DDIT3 FOXN3 RPAIN RAD17 ME1 HMGB1 HMGB2 GCLC BLM UBE2V1 UBE2V2 ABCA2 SESN1 POLE2 RAD51B DYRK2 GML ASF1A ATRIP BRCA2 BRCA1 TSC1 VCP POLD1 TDG MAFA ABL1 SMC1A PDCD7 NBN MCM7 ANG PCBP4 UBE2A BRCC3 REV1 DDB1 ADIPOR2 ADIPOR1 PRKCG TOPORS IFI16 UBE2B NEK11 XRCC6BP1 UBE2N SPDYA RECQL XPC BTG2 NCOA6 DDB2 GHRL PPP1R15A CALCR BRSK1 SMUG1 RPA1 ERCC8 ERCC5 ERCC6 ERCC3 ERCC4 APEX1 ERCC1 ERCC2 APC EXO1 MSH6 MSH3 MSH2 MSH5 CEBPG MPG ATXN3 GCK BRE ALKBH1
GLYCOPROTEIN_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLYCOPROTEIN_CATABOLIC_PROCESS AGA NCSTN NGLY1 CLN3 ADAMTS9 PSEN1 APH1A PSEN2 MGEA5 PSENEN MAN2B1 ABCG1
REPRODUCTIVE_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REPRODUCTIVE_PROCESS SLC22A16 GNPDA1 VAPB HMGCR CRHBP IDE LHCGR EIF5A APOBEC3G ANKRD7 APOBEC3F IDO1 TGFB1 SHH PSG11 PRKACG MDFIC WWP2 ADAM2 WWP1 RLN2 IZUMO1 ITCH EIF2B2 EIF2B4 EIF2B5 ENDOU SEMG1 BYSL CRISP1 SPAG1 NR0B1 HBXIP CDKL2 SPA17 CLEC4M CRHR1 PTHLH WBP2NL BPY2 MST1R AKAP3 AKAP4 ACR CCL3 CCL2 PRLHR DERL1 TFCP2L1 RRAGA FCGRT CCL4 ADCYAP1 SMARCB1 TRO NPM2 HTATSF1 SPAM1 MAFF OVGP1 MEA1 SMAD3 TEAD3 COL16A1 UBP1 CYP17A1 CLGN PPIA CD209 SFRP4 ADAM20 ADAM21 GHSR LHB MTNR1A UBXN8 PPARD INSL4 PZP CSH2 RSF1 SMCP DEK SCGB1A1 LNPEP AGPAT6 CXCR6 SOX15 MKKS SRD5A2 APLN TNIP1 TOP2A DNAJC19 CTBP1 CTBP2 ZP2 DMRT1 DMRT2 PSG3 PSG1 FSHR OR10J1 TARBP2 AMH PSG9 PSG8 ADM EREG OR2H2 PSG7 NCOA4 PSG6 PSG5 CLIC5 PSG4 CD81 GHRL EPYC FSHB PKDREJ HS3ST6 TSPY1 HS3ST5 OPRK1 OXTR XKRY SPRR2G TAC1 SPRR2F SPRR2E TAC3 CD9 DNALI1 SPRR2C SPRR2D AGT SPRR2A SPRR2B CSDE1 RQCD1 HSD17B3 AMHR2 FOXL2 FLT1 DAZ2 TBX3 IL8 TNP1 EDDM3A SOD1 PTGFR CENPI RPL29 PRLR ACE2 CRH BMPR1B HPGD WNT7A LIPE NR5A1
SECRETION_BY_CELL http://www.broadinstitute.org/gsea/msigdb/cards/SECRETION_BY_CELL SEPT5 SYT1 SNCAIP NRBP1 CADM1 LTBP2 LMAN2L USE1 APOA2 NLRC4 APOA1 GBF1 RAB26 DNAJC1 SCAMP1 CRTAM SCAMP3 SCAMP2 BAIAP3 VTI1B OPTN ERGIC1 ERGIC2 ERGIC3 ERP44 TMX1 COPG2 KRT18 BACE2 RAB14 CARTPT VAMP3 AKAP3 KCNMB4 CCL3 PPY ACHE ARFGAP3 STX7 NAPG COPZ1 RABEPK RER1 CCL8 NAPA ABCA1 PYDC1 LMAN1 ARFGEF2 CCL5 RIMS1 ARFGEF1 STX18 INS CKLF STX16 TMED10 DOPEY2 DOPEY1 SRGN CARD8 CIDEA SNAPIN ARFIP1 FOXP3 LIN7A SYTL4 GLMN GOSR2 GOSR1 PDIA4 DPH3 CANX COPB2 NOD2 NMUR1 ANG COPB1 NMUR2 AP3B2 ZW10 RPH3AL NLRP3 NLRP2 KIF1C GRM4 SCIN STEAP2 ARL4D COPE PKDREJ SNAP29 RAB3A CPLX2 CPLX1 BET1 HRH3 SYN3 PYCARD SEC22A SEC22B SEC22C EXOC5 SNAP23 SCG2 RAB2A SERGEF SCRN1 NLGN1 MON2 CADPS COG3 COG7 NLRP12 YKT6 COG2
PATTERN_SPECIFICATION_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PATTERN_SPECIFICATION_PROCESS BMI1 MFNG SHROOM3 TRIM14 GLI2 ZIC1 ZIC3 SHH CITED2 T RIPPLY2 LEFTY2 TDGF1 PITX2 AXIN1 DVL2 MDFI KIF3B LMX1B TBX3 FTO SMAD5 SMAD2 SMAD1 MID1 HOXB1 ACVR2B NOTCH4 RIPPLY1 PTCH1 PBX3
PHOSPHOLIPASE_C_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/PHOSPHOLIPASE_C_ACTIVATION EGFR GNA15 C5AR1 CCKBR EDNRA GNAQ NMUR1 ANG AVPR1B AVPR1A BUD31 LPAR2 PLCB2 S1PR4
CELL_SURFACE_RECEPTOR_LINKED_SIGNAL_TRANSDUCTION_GO_0007166 http://www.broadinstitute.org/gsea/msigdb/cards/CELL_SURFACE_RECEPTOR_LINKED_SIGNAL_TRANSDUCTION_GO_0007166 HRAS LTBP2 OSMR CITED2 MAP3K7 AGTR1 HTR1B HTR1A GRIN2B MC1R GRIN2C LTB4R CCR10 GIT2 GNG4 QRFP HTR1D KLRD1 HTR1F HTR1E GNG7 KLRB1 PTPRJ PIK3CG BSG MAGI1 PTPRF PIK3CB GPER PTPRG LIFR GRIN2A PTPRT PTPRU GEM MARK4 THY1 SSTR4 SSTR5 GRB10 SSTR2 SSTR3 IFNB1 SSTR1 MC2R ROR1 ADAMTS1 KLRC1 GNAI3 GNAI2 ERBB3 ERBB2 PPYR1 ADCYAP1 IL17C FOXH1 HCRTR2 HCRTR1 ADRB3 IFNA2 MUSK INS IL17F KLRF1 GIT1 GUCY2F TGFBR1 KLF10 SPHK1 COL16A1 GUCY2C NPY5R GUCY2D RGS1 RGS2 RGS3 RGS4 RGS5 AVPR1B AVPR1A TGFBR3 RGS9 FPR2 SMURF1 GNAZ OPRM1 FGF5 GLRA1 TRPV1 GLRA2 TP63 AP3S1 ZNF675 SIRPB1 NMUR1 NMUR2 TRPV4 MC5R IL13RA1 HTR5A BRD8 NPBWR1 NPBWR2 IL6R ARHGEF11 NCK2 INHBA DOK1 DOK2 KLRG1 SIK2 EREG GNAQ GNB2 GNB1 XPR1 GIPR FOXC2 GNAS GNB3 RASD1 RAPGEFL1 FMOD REPS2 ECEL1 C3 FFAR3 NPY2R FFAR2 OPRK1 FFAR1 C5 FPR1 MKNK2 GPR65 ABI1 GPR68 IL7R CCL25 CCL23 SORBS1 PTK2B MAS1 CCBP2 MC3R IL6 IL8 GPR75 OPRL1 IGF2 NPY1R CCL17 RPS6KA5 CDH13 SOST P2RY11 EPGN ADAP1 LRP6 MC4R NLRP12 HTR2B NMBR HPGD GFRA2 HTR2A MTSS1 MPZL1 GNA15 GRIK1 GRIK2 GRIK3 GRIK4 GNA12 ZIC1 CXCL12 TGFB1 CXCL10 MARCO FNTA APOA1 CDKN2B GALR1 GPR45 MDFIC GPR44 GALR3 GALR2 TDGF1 S1PR1 GPR42 FRS3 S1PR3 BUD31 S1PR2 RGR LPAR2 INSR FRS2 LPAR3 GPR183 S1PR4 EGFR RELA BAIAP2 NTSR1 IRS1 GABRR1 GPR55 GPR50 GPR52 C3AR1 EID2 DRD1 CCL3 CCL2 ADORA2B IFITM1 DRD3 DRD2 DRD5 DRD4 BMPR2 CX3CL1 ABCA1 PYDC1 IL12RB2 LPAR4 PEG10 GPR22 PTK2 P2RY6 DOCK1 GPR21 IL12RB1 P2RY4 P2RY2 APOC3 GPR25 TEK P2RY1 ADRA2A GRPR ADRA2C ADRA2B TRAF6 GPR20 EGF GABRE CCM2 UCN FIBP TNFRSF13B EPS15 CDKN1C GPR32 LAT GPR35 GPR34 GPR37 GPR39 IKBKG ADRA1B TBXA2R MTNR1B ADRA1A MERTK ADRA1D GPR31 RHO MTNR1A HCAR3 LEPR DUOX2 DUOX1 GABBR1 GABBR2 CCRL2 PRMT1 CCRL1 PTGER1 PTGER2 IL18RAP PTGER3 GPR19 PTGER4 SLA2 OTX2 NUP85 LEFTY1 CHRM5 ADRB2 ADRB1 CHRM4 CHRM3 CHRM2 CHRM1 GPR15 GPR17 TSHR GAP43 PTAFR GPR12 ACVR1 TDP2 LCP2 VIP APH1A TSHB PF4 STUB1 TAC3 IGF1R HRH1 RGMB HRH3 HRH2 LEFTY2 CD2 GPSM2 KLRAP1 GUCA1B FLT3 FLT4 NF1 CBL ANXA1 FRZB GCG NCSTN PDC GDF10 GDF15 OPRD1 ADORA3 ADCY7 IL6ST GPR123 EDN2 GDF5 LHCGR CD47 LILRA1 APOE HOMER3 GAB1 IFNG CLEC4A GRID2 RAPGEF4 PSENEN GDF9 IFNK RAPGEF1 C5AR1 CD3G STC2 EFNB3 CD3E HTR4 RIC8B PREX2 OR1D2 OR1D5 SAG OR1D4 C16orf5 CRHR1 CCR9 CCR8 CRHR2 LILRB2 LILRB5 CCR5 TACSTD2 LILRB3 CCR3 HTR7 CX3CR1 HTR6 CCR2 PDGFRA TGFBRAP1 STC1 ACR CDK5R1 PRLHR CALY ENPP2 TRHR AKAP12 AFAP1L2 BDKRB2 PXN AGRN MAML3 AGRP MDFI CNKSR1 MLN SMAD7 MAML1 MAML2 SMAD5 SMAD4 TRIO CIDEA SMAD3 SMAD2 SMAD1 HOMER1 TAX1BP3 HOMER2 AGER KDR NTRK3 CBLC NOTCH1 NPY NUP62 EPS8 NTRK1 CD59 NTRK2 GRK6 GRK4 GRK5 PYY GHSR ENG GRK1 CCKAR MCHR1 TAS2R1 ACVRL1 IL27RA BCAR1 WASF2 GLI2 GLI1 EDNRA EDNRB ASGR2 PDPK1 BAG1 ZFYVE9 TGFA CAP1 XCR1 ADAM11 ADAM10 GPR176 CCKBR LY96 RXFP3 CD160 NFAM1 GRM1 SIGIRR GRM5 CLEC1A GRM4 GRM3 TNFRSF10B GRM2 PSEN1 GRM8 GRM7 GRM6 PSEN2 CLEC1B CXCL1 AVPR2 PARD3 CCR1 CXCL9 LANCL1 GCGR MIF AZU1 LY6E AGT CLEC2D NPFFR2 VWC2 CD24 CD28 CAP2 NLK OPN1MW GRIA3 NPR2 GRIA4 PTGFR BIRC3 BIRC2 CD19 ERBB2IP FYN MAPK14 CALM3 PTCH1 CD14 OPN3 F2RL3 CASR NRTN GABRB2 PDGFA F2RL1 MBIP FOXO4 VIPR1 GHRHR IL31RA SCTR PTGIR GP6 MS4A2 GLP2R PRKACB MADD SOCS1 PICK1 TNFRSF14 APLNR SOCS5 TRAT1 IGSF6 PTHLH LAT2 PLCE1 CD101 GLP1R FGFR4 FGFR3 SNX6 GRB2 RRAGA SRC IRAK3 CNR1 CNR2 DEFB1 DEFB4A PTPN6 TBL3 GABRA2 GABRA1 GABRA4 GABRA3 MALT1 LTB4R2 CD274 CD79A CORT GRB7 SST PIP4K2B TACR3 TACR2 TACR1 RRH GNRHR LGR5 AKT1 TAAR8 TAAR9 ACVR1B TAAR6 CXCR5 CXCR4 ANG CXCR6 PTH1R TAAR1 SHC1 CALCRL SHC3 IFNGR2 PRL RAMP1 PLCB2 NPFF KHDRBS1 GABRG2 INHA OXGR1 FSHR OR10J1 IFNAR1 GRP UBE2N CD3EAP IFNAR2 ACVR2A ACVR2B GHRH HIPK2 GHRL COMMD7 PRKD3 CALCR GPRC5C TNFRSF25 GPR6 GPR1 GPR4 GPR3 CALCA TNFRSF1A UTP11L RGS11 RGS12 CEP57 PTH PYCARD PTN GP1BA QRFPR PPAP2A PIK3R3 PIK3R1 PTPRC GLRB PTPRD IL2RB IL2RA DTX1 RGS19 CBY1 RGS16 RGS14 IRF9 CXCR2 RGS20 PRLR MLNR MAPK8IP2 MPL BMPR1A
LYMPHOCYTE_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/LYMPHOCYTE_DIFFERENTIATION JAG2 TPD52 HDAC7 SPINK5 SART1 ZAP70 CD4 IL4 PTPRC CD3D IL7 IL27 CEBPG NFAM1 INHA SOCS5 CD1D HDAC5 INHBA HDAC4 LCK IL12B CD79A HDAC9 NHEJ1 IL2
CELL_STRUCTURE_DISASSEMBLY_DURING_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/CELL_STRUCTURE_DISASSEMBLY_DURING_APOPTOSIS FOXL2 DFFA GZMA AIFM1 DFFB CYCS CECR2 CIDEA BNIP3 TPD52L1 PPT1 GZMB PMAIP1 SOD1 CASP3 MOAP1 CDKN2A BAX
NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_TRANSPORT NCBP2 NUP160 AQP9 EIF5A SLC29A1 SLC23A1 SLC29A2 RAE1 SLC35B2 SLC23A2 DDX19B DDX25 SLC28A2 SLC28A1 AGFG1 KHDRBS1 NUP133 UPF2 UPF1 NUDT4 SMG6 SMG5 CKAP5 HNRNPA2B1 SMG7 NXF5 SMG1 VDAC3 DDX39A TSC1 NUP107
CYCLIC_NUCLEOTIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CYCLIC_NUCLEOTIDE_METABOLIC_PROCESS PTHLH UCN2 ADM NUDT4 ADCY7 OXER1 GRM8 ADORA2A PTH ABCA1 PDZD3
DETECTION_OF_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION http://www.broadinstitute.org/gsea/msigdb/cards/DETECTION_OF_STIMULUS_INVOLVED_IN_SENSORY_PERCEPTION RTP3 UNC119 RP1 RTP4 TRPC3 TAS1R3 OPN1SW NR2E3 ABCA4 TAS1R2 SAG PITPNM1 TAS2R16 PDE6B TAS2R14 PDC TAS2R43 CACNA1F OPN4 GRK1 RHO
RESPONSE_TO_NUTRIENT http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_NUTRIENT CCKAR GNAI2 ENPP1 STC2 PPARG ENSA GCGR TULP4 SSTR2 CHMP1A CDKN2B SSTR1 CDKN2D GIPR STC1 OGT SST
ACTIVATION_OF_JNK_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/ACTIVATION_OF_JNK_ACTIVITY MDFI DBNL ZAK PTPLAD1 KIAA1804 MAP4K1 PKN1 DAXX MAP3K6 MAP4K5 MAP3K5 MDFIC MAP3K2 MAP3K9 MAP3K10 MAP3K11
REGULATION_OF_SYNAPSE_STRUCTURE_AND_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_SYNAPSE_STRUCTURE_AND_ACTIVITY COL4A4 NTF4 YWHAG KLK8 YWHAH GRIK2 APOE NPTN GHRL CNTN4 UBB
SULFUR_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/SULFUR_METABOLIC_PROCESS TPST1 TPST2 GCLC HS3ST5 NDST1 NFS1 GCLM GLRX2 GPX1 MSRA CHST12 CHST11 CHST14 CHST13 HS6ST1 GSTA1 CSGALNACT2 CSGALNACT1 UST CHST2 CHST3 CHST4 CHST5 SOD1 CDO1 GLCE CHST1 ADI1 CHST7 CHST6 CHST9 CHST8 MAT2B CTNS EXT1 SMS HS3ST3B1
NEGATIVE_REGULATION_OF_HYDROLASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_HYDROLASE_ACTIVITY BIRC5 SFN HBXIP TNNT2 GPX1 APOA2 CDKN2D ATPIF1 PPP2R4 ANGPTL3 DNAJB6 IFI6 DHCR24 ANGPTL4
BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/BIOSYNTHETIC_PROCESS RPL18 RPL19 SGMS2 RPL14 RPL13 GBGT1 PTGS1 RPL15 SGMS1 RPL11 OGT DDAH2 YARS GATM UGCG EIF2S3 SARS2 EIF2AK1 RPS19 RPS17 BACE2 RPS12 HSD11B2 RPS10 RPS11 EIF2AK3 EIF2AK4 ADSS PABPC4 MTIF2 MTIF3 PDSS1 PDSS2 RPS27 IL17A LPCAT1 IL17F PEMT MGAT4B MGAT4A PAIP2 PAIP1 RPS9 RPS5 MOGS CYP7B1 CHST15 LDLR EIF2A ACN9 YBX2 ST6GALNAC6 TYR POMGNT1 NOD1 XYLT1 EEF2K CSGALNACT2 MRPL3 PIK3C2A PI4KA NDUFA13 EIF1B PI4KB INHBB INHBA EIF4A3 MAST2 EREG RPL41 TRNAU1AP MTRF1 EIF4A2 RPL3L IL12B DOLPP1 DEGS1 CMPK1 TUFM HSD3B1 NACA ALDH18A1 HSD3B7 RPL35 UGDH GPAA1 RPL37 RPL38 RPL39 NECAB3 PET112 RPL30 DGKE RPL31 DHCR7 RPL34 MPDU1 MARS2 DAZL IL4 IL6 DAZ1 UPF1 FADS1 IL9 RPL26 FADS2 RPL24 ETF1 RPL28 RPL29 GLA LARGE RPL22 RPL21 NLRP12 DPM1 DPM2 DPM3 GAMT MAT2B LRP2 HPGD NR5A1 IL18 EIF5 HBS1L TSPAN7 RPS6KB2 TSPAN8 IL10 TGFB2 FNTB APOA2 FNTA APOA1 DDX25 ATG7 B3GALNT1 RPN1 EIF1 EBI3 SAMD4A EGFR BCL10 IL29 IL27 CDO1 PNPLA3 HSPB1 NFE2L1 ME1 CNBP ADORA2A ST8SIA1 PAH ST8SIA3 ST8SIA2 ABCA1 OAZ1 RPL7 RPL6 RPL9 RPL8 RPL3 RPL5 AIMP1 RPL7A DYRK2 PCYT1B RPL4 B4GALT7 SDF2 B4GALT1 AIPL1 FDPS RPL23A FURIN B3GAT2 ATF4 TSC1 ST8SIA4 ST8SIA5 PDZD3 PTGES3 IMPA1 NDST1 ALG1 ALG2 DPH1 ALG5 ALG6 DPH3 RPS2 ALG8 RPS3 PEX7 WARS ALAS1 ALAS2 RPS3A NPC1L1 PCYT2 OCA2 MAN1A2 DHRS9 PMM2 AKR1D1 ALDH9A1 TM4SF4 TM4SF5 GALNT2 PGS1 GALNT1 HS3ST5 GALNT7 GALNT6 GALNT5 PAIP2B DCT A4GNT GCHFR GMDS CEBPG ASMT GYG2 MAN1C1 OXSM GCK TSFM ELANE ALAD EIF2C1 MRPL41 B3GALT6 ADCY7 B3GALT5 B3GALT4 BBOX1 PLOD1 AGPS LCAT EIF1AX ASMTL HRSP12 TRAK1 SULT1A2 EIF2B2 EIF2B3 EIF2B4 EIF2B5 MRPL52 MRPL51 CSGALNACT1 AARS C16orf7 PPARGC1A BOLL GLCE CD37 HAS1 RARS EXT1 EXT2 HS3ST3B1 LALBA GCNT4 COASY GCNT3 GCNT2 TFCP2L1 KEL FARS2 PFKFB1 IGF2BP2 GPR143 PPAT CD74 DMD MRPL55 GYS2 GCNT1 UAP1 MOCS2 MCAT FDXR RPL18A GHSR IDI1 ALG12 BMP6 ABCF1 GYPC COPS5 COX10 NOS2P1 AGPAT6 CYP39A1 OXER1 CHST12 CHST11 CHST13 AGPAT2 DHCR24 AGPAT1 COX15 PRG3 GMPS SIGIRR ADM PTGDS GRM8 ADK FARSB RPS4Y1 SERP1 BCAT1 FUT9 FUT8 FUT7 FUT6 FUT5 UROS RPL27A HPRT1 MIF GCH1 STT3B AZU1 MRPL10 CYP27B1 STT3A SEPSECS CHM AP3D1 FUT4 BCL3 FUT1 TSTA3 FUT2 CD28 NSDHL RRBP1 SOD1 EIF2B1 COG3 MRPL23 COG7 APBB1 PAICS COG2 TSPO TUSC3 CTPS TLR1 TLR3 EIF5A TLR4 TLR6 CERS5 TLR7 TLR8 TLR9 CPOX SPR NQO1 SPN NANP FECH DARS FUT10 NR0B1 CHPT1 PYCR1 PLCE1 UCN2 PI4K2A MVK GCLC GCLM KARS EIF3C B3GNT8 EIF3D EIF3A EIF3B EIF3G B3GNT5 EIF3H EIF3E EIF3F SFTPD EIF3I EIF3J GAL3ST1 PGGT1B CYP19A1 EEF1A1 MRPS24 CD276 AK5 FOXP3 BRCA1 EIF4B EIF4H SLC25A10 CERS1 GLMN GUK1 HSP90AB1 METAP1 CYP11B2 PPOX AKT1 PIGK PIGF ANG PIGG POMT1 PIGH PIGB PIGC LTB TNIP1 PIGA HSP90AA1 PIGZ CYP11A1 PIGY PIGV PIGU PIGT CHST3 PIGS INHA MRPS7 COQ7 ALK PIGO COQ3 EIF4G2 MAGT1 EIF4G3 COQ2 UMPS CHST7 DGAT2 CHST6 CHST9 CD81 CHST8 GHRL DHPS TNFRSF8 ARPP19 TYMS KRT7 ETNK1 HS6ST1 PTS PTPRC LIPA B3GALT2 DEFB103A LTA4H SLC5A7 IRF4 LIPC SCP2 POFUT1
TRANSCRIPTION_DNA_DEPENDENT http://www.broadinstitute.org/gsea/msigdb/cards/TRANSCRIPTION_DNA_DEPENDENT SLC2A4RG XRCC6 HOXD13 MED24 RORB MED23 REST MED21 MED20 ZNF254 CITED1 CITED2 EPC1 TAF5L FOXF1 MED26 MED27 FOXF2 PQBP1 VPS4B ZNF396 PATZ1 IKBKAP ZNF45 PCBD2 RREB1 RXRA KDM5B KDM5A ZHX1 MED12 MECP2 ZHX2 ZHX3 MED14 HNF4G MED13 KAT5 NME2 HNF4A ZNF238 PTRF MED16 MED17 SMARCAL1 TGIF1 SHOX MYBBP1A ZNHIT3 TRAPPC2 ZNF76 CRTC1 MYEF2 VPS72 FOXH1 HEXIM2 HEXIM1 PIR ZNF74 VEZF1 TCF4 TCF3 ARHGEF10L TCF7 UTF1 KLF12 KLF13 MAP2K3 KLF10 KLF11 ESRRG C19orf2 TFCP2 USF1 TRPS1 MZF1 PARP1 TAF1C HLF HNF1B ELF1 HTATIP2 HNF1A ELF2 TAF1A ELF3 ELF4 ELF5 EZH2 SPI1 TP63 DAXX ZNF345 YBX1 YBX2 ZNF350 RRN3 ZNF148 HSF2 CREG1 ZNF146 BRD7 SPIB HSF4 MYC BRD8 TAF1L ZNF281 ATF7IP BATF3 BRF1 ZNF282 MTERF GMEB2 PTF1A GTF2H4 TP53 NDUFA13 FOSB ZNF143 TTF2 MYCN GTF2H1 JMY MXD4 ARHGEF11 CIAO1 INHBA EREG ZNF136 PFDN5 RUVBL1 NSD1 CLOCK ZMYND11 ZNF274 CREM NUFIP1 ZNF367 ZNF35 ZNF177 ZNF174 TADA2A LIMD1 SUPT4H1 TRIP11 FOXD3 TRIP13 IL4 ZNF263 MYF6 LMX1B TRIM29 TRIM28 MYF5 TRIM27 TNP1 ELAVL2 TRIM24 PHF12 TRIM22 TP73 RPS6KA5 ATRX ZNF157 MNAT1 TADA3 RPS6KA4 PPBPL2 NAA15 RBAK TCEB2 FOXE1 TCEB3 TCEB1 PHF5A NR5A2 FOXE3 NR5A1 MMS19 LMO4 TBP NR2E3 TCEAL1 TGFB1 CBFB GTF2E1 GTF2E2 SMARCD2 MDFIC SMARCD3 SMARCD1 SCRT1 BCL10 POU2AF1 ZNF593 HDAC10 ARID1A CSDA JUNB DDIT3 PA2G4 HIF1A TCFL5 SMARCE1 SMARCA5 MNX1 TFAP2B EDF1 TFAP2A NFE2L1 TFAP2C NFE2L2 SMARCA1 NFE2L3 SMARCA2 HMGB1 EID1 HMGB2 CNBP CCRN4L LITAF UBE2V1 ABCA2 NR2C2 CXXC1 TROVE2 TCERG1 MEIS2 SMARCB1 RPL6 JUND TEAD4 SNF8 TAF9 HELLS TFDP1 TAF2 TRIP4 EPAS1 TAF5 TAF8 NEUROG1 BRIP1 ATF6 HDAC5 HDAC4 ATF5 ATF4 NRF1 HDAC2 GTF2F1 DYRK1B SMARCC1 ATF7 GTF2F2 SMARCC2 PRKAR1A ABL1 HDAC8 E2F1 E2F2 E2F3 FOSL2 RSF1 ARID4A E2F6 PAX5 ZNF202 CTCF DEK PAX3 PAWR PAX2 PAX1 FEV TMF1 MAX MAZ PAX8 LRRFIP1 NFIL3 FOSL1 NFX1 PTGER3 SLA2 ARID5B ARID5A CDK9 CDK7 ESR2 RB1 HMGA2 HMGA1 PRPF6 TARBP1 TARBP2 NCOA6 ZFPM2 JMJD1C CARM1 NFYC NFYB NFYA NR3C1 IVNS1ABP HIC1 TSC22D1 TFAM TSC22D3 ORC2 ECD GTF3C6 CHD2 CEBPZ CHD1 NFATC4 GTF3C2 NFATC2 NFATC3 CHD4 GTF3C4 CHD3 NFATC1 MAF CEBPA CEBPB CEBPD VHL CEBPG NFRKB CREB5 MED30 DBP ID4 CDX2 FST HIRA PTTG1 SIN3A TRAK1 RARB SUPT5H TWIST2 PITX2 TWIST1 YY1 NKX2-8 TAF6L PPARGC1A PPARGC1B UHRF1 PRDM4 MTF1 ABT1 MNT TGFB1I1 PRDM1 KAT2A DEAF1 ELL AFAP1L2 CALR PLAGL1 DRAP1 HTATSF1 MAML3 DUX1 BCOR NKX2-5 TCF25 MDFI KLF5 HMGB1P10 IKZF3 BMP2 KLF7 MLL KLF9 SUB1 MAML1 CREBBP MAML2 SMAD4 RYBP SMAD3 SMAD2 PMF1 UBP1 NOTCH2 POLRMT RNF4 TCEB3B NOTCH4 JAZF1 SUPT16H TCF19 RBPJ NCOR1 ZFHX3 TCF12 KLF4 TCF15 BMP6 CCNT2 COPS2 ZBTB32 PPARA GTF3A PPARD COPS5 TBX22 TBX21 CCNT1 PPARG NFKB1 ZEB1 NFKB2 HSBP1 GLI2 ZBTB38 GLI1 KCNIP3 BLZF1 GFI1B ASH2L NR2F2 MSL3 SNAPC5 CCNK SNAPC2 TBX10 POLR1E ZNF354A CCNH SNAPC4 SNAPC3 POLR1C MBD1 GTF2B RBBP8 SCAP CTNNBIP1 MED6 MED7 MED4 CHMP1A GTF2I ASH1L RIPPLY1 SRCAP TBX19 MED1 POLR2G ETV7 POLR2F NMI POLR2E POLR2L POLR2K POLR2J POLR2I EHF ZBTB16 POLR2D POLR2C SUFU POLR2B MRPL12 NR1D2 SQSTM1 GATAD2A MLLT1 ETV1 PEX14 BCL6 HSF2BP MLLT6 POLR3G POLR3H POLR3K TBX3 TBX2 TBX5 HCLS1 AFF4 ILF3 POLR3C STAT1 SNAI2 STAT3 STAT2 SOD2 PREB ILF2 UBTF NEUROD2 PHF21A PBX1 PBX3 RBM14 CIR1 PBX4 HNRNPAB MYOD1 THRA CRABP2 FOXO1 FOXO3 FOXO4 GATA1 HOXC6 GATA2 ATOH1 GATA6 TARDBP GATA3 GATA4 HOXC5 TFB2M KAT7 GABPB2 MYO6 FOXN1 ZNF189 ARNTL NR0B2 NR0B1 ELL3 TRERF1 AHR FOXN3 ELL2 ADRM1 TIAL1 TFAP4 SOX5 ELK1 NKX3-2 BTF3 SKIL RUNX1 RNF14 RUNX3 SREBF1 MAFF NFE2 SAP18 SNW1 GSC2 FOXP3 BRCA1 SREBF2 GCM1 PSMC5 DNMT1 MAFA SOX21 POU6F2 FOXK2 NR6A1 BUD31 FUBP1 MEN1 FOS POU5F1 ANG NAA16 POU4F2 POU4F1 SOX18 MKL2 ALX1 ELP4 ELP3 ELP2 NANOG SP100 LDB1 SOX12 UBN1 MSC NRIP1 CD3EAP BPTF ZMIZ2 NRL MDM2 MDM4 CUX1 ZFP161 ING4 GLIS3 SUPT3H ING2 TNF GLIS1 HCFC1 HCFC2 NFIX POU1F1 TCF7L2 TNFRSF1A NPAS2 ERCC6 HAND1 HAND2 POU2F3 POU2F2 NFAT5 GFI1 ERCC3 APEX1 ENO1 ERCC2 ERF DTX1 SOX30 SIRT4 SIRT5 CBY1 SIRT1 IRF9 SP1 SP2 DR1 SP3 IRF7 SP4 IRF8 THRAP3 IRF1 IRF2 IRF3 NFIC CRK
STRIATED_MUSCLE_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/STRIATED_MUSCLE_DEVELOPMENT KCNH1 MYL6 MYOD1 CACNB2 MYEF2 TTN HDAC7 TGFB1 MYL6B MKL2 CHRNA1 BOC IFRD1 BMP4 MYF6 COL4A4 FOXL2 TBX3 ACTA1 MYF5 TAZ CENPF NRD1 MYOZ1 CBY1 MBNL1 CSRP3 SIRT2 HDAC5 HDAC4 NOTCH1 KRT19 MAPK12 SVIL MYH11 CACNA1H UBB ADAM12 HDAC9 IGFBP3
M_PHASE http://www.broadinstitute.org/gsea/msigdb/cards/M_PHASE XRCC2 KNTC1 PKMYT1 TTK AURKA CDC16 TTN TGFB1 RAD21 CDKN2B DDX11 TARDBP STAG3 CCNA1 CCNA2 CDCA5 ANAPC5 RAN RINT1 ANAPC4 LIG3 ESPL1 PIM2 DCTN3 BOLL DCTN2 RAD1 REC8 MAD2L1 ZWINT CLIP1 AKAP8 MAD2L2 RAD17 NEK6 PPP5C PAM NEK2 MRE11A CHEK1 ANAPC10 ANLN ANAPC11 RCC1 SYCP1 PIN1 DUSP13 RAD51B NPM2 PBRM1 RAD51D EGF GML SSSCA1 CDC23 NDC80 SUGT1 RAD54L CDC27 ATM NOLC1 PLK1 RAD54B SMC1A KIF22 NBN KIF25 KIF2C TRIAP1 PCBP4 DLGAP5 PRMT5 TGFA ZW10 TAF1L KIF11 KIF15 TPX2 NUSAP1 RAD52 UBE2C RAD50 RAD51 CHMP1A EREG TOP3A BUB1B CHFR DMC1 KPNA2 PML CETN1 SPO11 BRSK1 NUMA1 NCAPH HSPA2 BUB1 CDK13 CD28 PDS5B MSH5 MSH4 BIRC5 CENPE CDC25C LEPREL4 SMC3 CDC25B SMC4 MPHOSPH9 EPGN MPHOSPH6 CIT
REGULATION_OF_CELL_MIGRATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_MIGRATION RTN4 BMP10 ACVRL1 BCAR1 ABI3 PTEN SHH VCL MIA3 TDGF1 ARAP3 LAMB1 ANGPTL3 EGFR PARD6B GTPBP4 NF2 TBX5 SPHK1 NF1 NEXN PLG THY1 CDH13 ALOX15B CLIC4 AMOT TRIP6
PROTEIN_MATURATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_MATURATION NCSTN ASPRV1 PSEN1 APH1A ATP6AP2 REN PSEN2 PSENEN STUB1 SRGN AIP
COENZYME_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/COENZYME_METABOLIC_PROCESS ME1 MOCOS COASY ALDH1L1 GCLC PGD ACOT2 ACOT1 PDSS1 GCLM PDSS2 ACOT4 PDHB GLRX2 ACOT9 GPX1 MTHFD2 ACOT12 GSTA1 MOCS2 ACO2 FTCD C16orf7 ACLY SOD1 COQ7 OXSM SDHA SDHB COQ3 PGLS GLYAT COQ2 NNT MLYCD SDHC SDHD CTNS
CYTOPLASM_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/CYTOPLASM_ORGANIZATION_AND_BIOGENESIS PARD6A PARD6B TLN1 GJD3 TLN2 PRKCI GJA1 GJA4 GJA5 VCL GJC1 CD9 TJP1 ITGA6 LAMC1
REGULATION_OF_TRANSFERASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSFERASE_ACTIVITY ALS2 ZAK EDN2 C13orf15 TNFSF15 PKMYT1 MBIP TLR6 MAP3K7 MAP3K6 MAP3K5 MAP3K4 CDKN2A DIRAS3 CDKN2B CDKN2C MDFIC CDKN2D MAP3K9 TDGF1 SPRED2 CHRNA7 GNG3 SPRED1 S1PR2 EGFR DBNL ANAPC2 GTPBP4 C5AR1 RBL2 PIK3CB MADD KIAA1804 PICK1 RBL1 THY1 PLCE1 MAP4K5 CARTPT TRAF2 TAB1 CDK5R1 CDK5R2 ADORA2B ERBB2 PTPLAD1 MAP4K1 CHEK1 STRADB CCNG1 PYDC1 CDC37 SERINC2 SERINC5 HEXIM2 HEXIM1 SERINC1 DUSP16 ADRA2A ADRA2C TRAF7 TRAF6 EGF MDFI TAOK2 MAP2K3 PIF1 DUSP22 TPD52L1 MALT1 CDKN1C CBLC STRADA RGS3 RGS4 CCNT2 CCNT1 PTEN PDCD4 LATS1 DAXX LATS2 CAMKK2 CCNE2 PAK2 ANG CXCR4 TGFA SHC1 CDK5RAP3 PAK1 CDK5RAP1 FGF2 SERTAD1 CDC6 IRAK1 CCNK CCDC88A HERC5 PKN1 CDK7 RB1 CARD10 GTF2H1 NCK2 PROK2 TARBP2 GRM4 ADRB2 CCND1 CCND3 EREG LAX1 CCND2 HIPK3 CHRM1 GADD45G CD81 ERN1 MAP3K10 GHRL GADD45B MAP3K13 GADD45A GAP43 PRKD3 MAP3K11 CKS1B PARD3 C5 FPR1 TRIB3 BCCIP SFN TRIB2 TRIB1 AZU1 TSPYL2 MAP3K2 CD4 CD24 PPAP2A APC GPS1 PTPRC NF1 CRIPAK CDC25C SOD1 CDKN3 CDC25A GPS2 MNAT1 DUSP2 PRLR EPGN CKS2 DUSP9 DUSP8 DUSP6
MYOBLAST_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/MYOBLAST_DIFFERENTIATION KCNH1 BMP4 TBX3 ACTA1 MYEF2 MYOZ1 MBNL1 TTN KRT19 NOTCH1 MAPK12 MYH11 CACNA1H ADAM12 IFRD1 IGFBP3 BOC
SENSORY_PERCEPTION_OF_TASTE http://www.broadinstitute.org/gsea/msigdb/cards/SENSORY_PERCEPTION_OF_TASTE RTP3 TAS2R16 RTP4 TAS2R14 TAS2R4 TAS2R5 TAS2R3 TAS2R43 TAS1R3 TAS1R1 TAS1R2
GLUCOSE_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLUCOSE_CATABOLIC_PROCESS GAPDHS ALDOA PGLS PFKL PFKFB1 ALDOB PGD ECD HK1 PFKM TKTL1
INTRACELLULAR_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/INTRACELLULAR_TRANSPORT RAB3GAP2 LTBP2 USE1 MXI1 SSR1 BAK1 GBF1 RAE1 HOMER3 APOE TRAK1 VPS4B RPL11 TLK1 KIF13B OPA1 CRYAA KIF5B CRYAB KIF5A VPS45 NOP58 MYH7 OPTN MYH6 MYH9 ERGIC1 ERGIC2 VTI1A ERGIC3 CLEC4M UXT TMX1 NPC1 KRT18 NPC2 ATP2C1 PEX26 F2 TBRG1 RAB14 MYBBP1A RTP3 KIF4A RTP4 NFKBIE MTX2 RER1 MYO9B BCL2L1 STRADB CALR CD74 CDC37 UHMK1 STX18 DUSP16 STX16 TMED10 TRAM1 SEC23IP MDFI KIF3B NXF5 SMAD3 ARFIP1 TINAGL1 HNRNPA1 ABCG1 TONSL CBLB STRADA CD209 TRPS1 BET1L SRSF12 GOSR2 GOSR1 LGTN RERE ARSB HTATIP2 PDIA3 TIMM17A TIMM17B AP3S2 BNIP3 GLI3 SEC62 COPB2 ZFYVE9 TAMM41 COPB1 AP3B2 ANP32A SLC25A1 GOLGA5 KDELR1 TOMM34 AP3B1 DYNC1I1 KDELR2 STX5 RPGR TP53 FLNA ANKRD27 NUP205 TOMM22 NUP107 STEAP2 BET1 EEA1 NUP214 NAGPA PEX19 SQSTM1 BCL2 DDX19B PEX16 BCL3 PEX14 AP3D1 BCL6 PEX13 SNAP23 PEX12 EXOC5 PEX10 SYNRG APBA1 RAB2A FYB UPF2 UPF1 NLGN1 PPP1R10 SELS GABARAP COG3 YWHAH COG7 RAB35 GSK3B NLRP12 YKT6 SSR2 COG2 BARD1 NCBP2 TSPO NRBP1 XPO6 AP1G1 LMAN2L EIF5A TNFSF14 MIPEP CSPG5 AGXT TGFB1 KLHL2 STARD3 DDX25 SCAMP1 MCM3AP NUP133 SCAMP3 SCAMP2 MYO6 STAP1 NUDT4 ERP29 NUPL2 TNNT2 DDX39A COPG2 RPAIN LYST LRPPRC MYL6 DERL2 DERL1 STX7 NAPG COPZ1 ABCA2 CTSA NAPA ABCA1 LMAN1 NPM1 DOPEY2 DOPEY1 SMG6 SMG5 MYO1E SMG7 SMG1 SNAPIN MALT1 ICMT NFKBIL1 TRNT1 PPIH VCP TSC1 PTTG1IP RHOT1 RHOT2 XPO7 TRIP6 SLC25A15 MYH10 HPS4 PEX6 PEX3 PEX7 AKT1 PEX1 IPO5 ZFYVE16 RHOB RANBP2 NCKIPSD TPR KPNB1 ZW10 KHDRBS1 HSP90AA1 TIMM23 NLRP3 M6PR TIMM44 MFN2 KIF1C ADRB2 KIF1A KIF1B ATG4D ATG4C ATG4B ATG4A ARCN1 TOM1 KPNA6 KPNA5 KPNA4 KPNA3 KPNA2 COPE KPNA1 SRSF10 NUP98 AP1M2 TNF NUP160 CDH1 SEC63 CEP57 MYL6B AP3M1 TAP2 SEC22A SEC22B SEC22C CCS SCG5 APPBP2 TNPO1 NEFL AGFG1 NF1 MON2 ATXN1 MAP1S TRPC4AP FAF1 GGA1 F2R
INTRACELLULAR_PROTEIN_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/INTRACELLULAR_PROTEIN_TRANSPORT RAB3GAP2 TSPO LTBP2 XPO6 AP1G1 EIF5A TNFSF14 MIPEP MXI1 AGXT TGFB1 KLHL2 SSR1 HOMER3 TRAK1 TLK1 RPL11 KIF13B MCM3AP MYO6 STAP1 VPS45 ERP29 NOP58 OPTN NUPL2 RPAIN PEX26 F2 RTP3 DERL2 DERL1 RTP4 NFKBIE CTSA STRADB CALR CDC37 UHMK1 CD74 DUSP16 NPM1 SEC23IP TRAM1 MDFI SMAD3 ICMT SNAPIN ARFIP1 NFKBIL1 TRNT1 TONSL PPIH STRADA CBLB VCP TRPS1 PTTG1IP LGTN XPO7 TRIP6 RERE PDIA3 TIMM17A HPS4 TIMM17B AP3S2 PEX6 PEX3 GLI3 PEX7 AKT1 SEC62 PEX1 ZFYVE16 TAMM41 IPO5 ZFYVE9 NCKIPSD RANBP2 TPR KPNB1 KDELR1 TOMM34 AP3B1 KDELR2 RPGR TIMM23 NLRP3 TIMM44 FLNA MFN2 ATG4D ATG4C ATG4B NUP205 ATG4A ARCN1 KPNA6 TOMM22 KPNA5 KPNA4 KPNA3 KPNA2 KPNA1 AP1M2 TNF CDH1 SEC63 NUP214 NAGPA CEP57 PEX19 AP3M1 TAP2 PEX16 AP3D1 PEX14 BCL3 PEX13 BCL6 SCG5 APPBP2 PEX12 TNPO1 PEX10 SYNRG APBA1 FYB NF1 NLGN1 PPP1R10 SELS GABARAP YWHAH COG7 GSK3B NLRP12 TRPC4AP FAF1 GGA1 SSR2 BARD1 COG2 F2R
PROGRAMMED_CELL_DEATH http://www.broadinstitute.org/gsea/msigdb/cards/PROGRAMMED_CELL_DEATH CIAPIN1 BTK CUL3 MAGED1 CUL2 MAP3K5 CUL5 AGTR2 FAS DDAH2 CUL1 YARS CRTAM OPA1 CRYAA BRAF CRYAB ESPL1 BCL2L11 BCL2L10 NME5 MAPK1 NME2 SSTR3 NME3 NME1 IFNB1 F2 MAPK8 UNC13B MYO18A TNFRSF6B NFKBIA PPT1 BCL2L2 HSPA1B BCL2L1 IFNA2 PEA15 IL17A DIABLO PHB SPHK1 DUSP22 GAS2 VDAC1 FXR1 BFAR EI24 RTN4 HTATIP2 NUAK2 PDIA2 TP63 BNIP3 ZNF346 DAXX BNIPL MAGEH1 CLN3 AIFM3 AIFM2 AIFM1 CDK1 TP53 NDUFA13 JMY INHBA SERPINB9 BNIP1 BNIP2 RIPK1 SERPINB2 IL12A IL12B ALOX12 GPR65 PML RTKN PDE1B PTK2B PPP2CA PCSK9 RASA1 PHLDA2 IL4 IL3 IL6 IL7 KIAA1967 TP73 PLG NAE1 CDH13 GSK3B BNIP3L BARD1 IL2 ZAK GRIK2 TNFSF15 TNFSF14 TNFSF12 TNFSF18 TGFB1 CRADD TGFB2 NLRC4 CDKN2A CDKN2C TIA1 CDKN2D TDGF1 ZNF443 IL1B DAP IL1A API5 CIB1 BCL10 NUDT2 DFFA DFFB RELA CECR2 FADD IL24 HBXIP EP300 TNFAIP8 HSPB1 HMGB1 CCL2 ADORA2A ADAMTSL4 PRUNE2 AKT1S1 DOCK1 DYRK2 TRAF7 DDX41 ARHGDIA TRAF3 ANGPTL4 TRADD TNFSF10 HDAC3 CDKN1A CDKN1B VCP HDAC1 IKBKG ADRA1A HSPD1 ABL1 DNAJB6 E2F1 IER3 DEDD PRDX2 PAWR PAX3 CASP6 CASP3 CASP4 CASP9 CLCF1 IAPP RPS3A CASP7 PAX7 CASP8 RHOB NDUFS3 CASP2 NDUFS1 IP6K2 PPP2R1A CYCS IFI16 CDK5 LCK ERN1 ERN2 ACVR1 DPF2 DCC BCLAF1 ASNS TRAIP DPF1 IGF1R CD2 DAD1 HSPA9 COL4A3 CEBPG NF1 ANXA1 RAF1 BAD TNFSF9 ANXA5 ANXA4 TNFSF8 HSP90B1 CUL4A BAX APAF1 CGB CADM1 SNCA DNAJB13 ADORA1 BAK1 APOE TXNL1 SGPL1 CD3G PIM1 C16orf5 CD38 TMX1 KRT18 CD40LG ALOX15B TXNDC5 VEGFA SIVA1 LALBA CDK5R1 STK17B CD70 STK17A CHEK2 CALR CD74 PLAGL1 HIP1 TP53BP2 BECN1 LGALS1 SRA1 CIDEB CIDEA SMAD3 TPD52L1 TAX1BP1 CIDEC NCKAP1 SFRP5 NOTCH2 RNF7 SFRP1 NUP62 IKBIP PPARD FASTK BCAR1 LY86 NFKB1 PTEN GPX1 TRIAP1 BAG4 BAG1 TOP2A DEDD2 DHCR24 GZMA LGALS12 GZMB AMIGO2 PROK2 GRM4 PSEN1 TNFRSF10D PSEN2 MAP3K10 AVEN SIAH1 SEMA4D GADD45B GADD45A BID YWHAZ ATG12 GULP1 SFN MIF BCL2 BCL3 SPATA4 AATF BCL6 CD27 CD28 TBX3 TBX5 BIRC6 BIRC5 XIAP BIRC3 STAT1 SOD1 IFT57 EEF1E1 BIK CD14 TSPO MAEA TLR2 CBX4 FOXO1 EIF5A PMAIP1 FOXO3 GDNF MRPS30 SMNDC1 CASP8AP2 TPT1 ACIN1 MX1 SOCS2 SOCS3 MADD BCL2A1 HRK STK4 AHR STK3 TIAL1 RIPK3 LUC7L3 ERC1 GCLC MCL1 FIS1 CSE1L ALB NPM1 MTCH1 GLO1 GML BMF SRGN RUNX3 PTPN6 CFLAR CARD8 HTT MALT1 WRN BRCA1 BBC3 RHOT1 CYFIP2 RHOT2 PDCD5 PDCD6 SST IFI6 PDCD7 DAP3 FASLG PDCD1 PDCD2 ACVR1C AKT1 ACVR1B BOK PCBP4 CXCR4 LTA PRKCA NOL3 INHA DAPK2 NLRP3 PRKCE NCR1 NLRP2 DAPK3 NLRP1 PROC DAPK1 TNFRSF9 BTG1 HIPK3 SCIN CFL1 GHRL FAIM3 NAIP CTSB MDM4 PPP1R15A GSTP1 PRKCZ ING4 TNF TNFRSF25 TNFRSF8 MOAP1 ERCC5 UTP11L SH3GLB1 PTH PYCARD TNFRSF18 ERCC3 PIK3R2 ERCC2 SCG2 PTPRC FOXL2 IL2RB IL2RA DNM1L UBE4B SAP30BP CASP10 SON TP53AIP1 MAP1S BRE MPO PPP1R13B IGFBP3 TIAF1 F2R
CENTROSOME_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/CENTROSOME_ORGANIZATION_AND_BIOGENESIS BBS4 CROCC CKAP5 CETN3 BRCA2 CETN1 CCP110 UXT SASS6 NDE1 CEP250 SAC3D1 NPM1 CNTROB TUBE1
HEMOPOIESIS http://www.broadinstitute.org/gsea/msigdb/cards/HEMOPOIESIS TM7SF4 MMP9 SPI1 JAG2 ZNF675 FOXO3 TPD52 HDAC7 SPINK5 IL10 SART1 IL31RA TGFB2 CDC42 ACVR1B ALAS2 ACIN1 PRL KAT8 KIRREL3 KAT6A CD3D LYN LDB1 IL27 TAZ CDK6 IFI16 INHA NFAM1 SOCS5 MYH9 INHBA ACVR2A RPS19 LCK SCIN NCOA6 LRMP CARTPT IL12B NHEJ1 RAB3D CSF1 RAG1 MAP4K2 MAP4K1 PF4 ZBTB16 MLF1 CALCA SNRK RASGRP4 ZAP70 DYRK3 CD4 RUNX1 BLNK IL4 PTPRC MLL IL7 MAFB HCLS1 CEBPG MAL CD1D HDAC5 HDAC4 NOTCH2 ETS1 NOTCH4 CD79A HDAC9 IL2
MICROTUBULE_BASED_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/MICROTUBULE_BASED_PROCESS KIF23 SEPT5 LIMA1 PRC1 TTK LATS1 CXCL12 HOOK3 KIF2C PEX1 GSN KIFAP3 MAPT TUBG1 KIF13B DYNC1I1 STX5 ARHGEF2 OPA1 KIF11 CCDC88A KIF5B KIF5A RAN NUSAP1 MID1IP1 MARK4 SUN2 NEBL NCK2 UXT KIF1A KIF1B TPPP NCK1 CNTROB LRMP TMSB4Y MAPRE1 STMN1 KPNA2 LRPPRC MAP3K11 SNAP29 KIF4A AP1M2 KATNB1 ARF6 RCC1 SORBS3 TUBGCP6 CDC42EP2 TUBGCP5 TMED10 PAFAH1B1 CLASP1 ARAP1 CLASP2 SNAP23 NEFL ARHGEF10L APBA1 RASA1 CDC42EP5 APC KIF3B NF2 CKAP5 RNF19A NLGN1 MID1 CENPJ TUBGCP2 SMC3 TSC1 MAP1S CAPG RHOT1 RHOT2 MAP7 SMC1A YKT6
REGULATION_OF_AXONOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_AXONOGENESIS AMIGO1 RTN4 KLK8 APOE ROBO1 MAPT ROBO2 LRRC4C SLIT2 THY1
RESPONSE_TO_EXTRACELLULAR_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_EXTRACELLULAR_STIMULUS CCKAR NUAK2 GNAI2 ENPP1 PPARG ASNS ENSA GCGR CDKN2B ALB RASGRP4 CDKN2D PCSK9 OGT SREBF1 STC2 FADS1 TP53 LEP PPP1R9B CDKN1A SSTR2 CHMP1A TULP4 RPS19 NPY SSTR1 GIPR GHRL CARTPT STC1 GHSR SST
APOPTOTIC_NUCLEAR_CHANGES http://www.broadinstitute.org/gsea/msigdb/cards/APOPTOTIC_NUCLEAR_CHANGES FOXL2 AIFM1 DFFA DFFB CYCS CIDEA NDUFA13 BNIP3 CECR2 TPD52L1 PPT1 SOD1 CASP3 MOAP1 CDKN2A BAX ACIN1 TOP2A DEDD2
INDUCTION_OF_APOPTOSIS_BY_EXTRACELLULAR_SIGNALS http://www.broadinstitute.org/gsea/msigdb/cards/INDUCTION_OF_APOPTOSIS_BY_EXTRACELLULAR_SIGNALS BID DPF2 TNFRSF25 FASTK DEDD ADORA1 DAXX CRADD BTK MAP3K5 CASP8AP2 PTH DIABLO DAP DEDD2 PRKCA CFLAR NDUFA13 FADD DAPK1 CD38 SSTR3 BAX RIPK3 SST PDCD6 DAP3
SULFUR_COMPOUND_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/SULFUR_COMPOUND_BIOSYNTHETIC_PROCESS CSGALNACT2 GCLC HS3ST5 NDST1 CSGALNACT1 CHST3 CDO1 GCLM GLCE CHST7 CHST6 CHST12 CHST11 CHST13 HS6ST1 MAT2B EXT1 HS3ST3B1
GAMETE_GENERATION http://www.broadinstitute.org/gsea/msigdb/cards/GAMETE_GENERATION CGB HMGCR JAG2 PTTG1 DNAJB13 BMP15 PRKACG CSNK2A2 DDX25 OR7C1 GDF9 CCNA1 SUN5 PICK1 LIG3 SPA17 BCL2L10 SPAG9 NME5 REC8 SYCP3 TCFL5 SPAG6 SPAG4 TESK1 TESK2 BPY2 XRN2 WFDC2 PNMA1 DEAF1 BCL2L2 CHEK1 SYCP1 DAZAP1 RPL10L OAZ3 DUSP13 NPM2 HOXA10 AXIN1 ADAM28 ABCB9 ADAM29 MEA1 GGN RBMY1A1 CDY2B TSGA10 VCX INSL3 PRKAG1 DEDD NR6A1 MOV10L1 YBX2 PARN DYNLL1 SERPINA5 RPL39L KHDRBS3 FOXJ1 HIST1H1A MORC1 FSHR THEG VCX3A PROK2 HIST1H1T VCX3B MAST2 EREG ADAM18 IFT81 RUVBL1 DMC1 FSHB DNAH9 H1FNT TSPY1 USP9Y USP9X GPR64 SPO11 CCT6B CDYL SPANXA1 HSPA2 CEP57 SPAG11B LEFTY2 HSF2BP SPATA4 DAZL PPAP2A PPAP2B BRD2 SOX30 TRIM27 MTL5 TNP1 SOD1 RACGAP1 BAX MYCBPAP NLRP14 PRM1 PRM2 PTCH2 CDY1 BMPR1B TSSK3 TOB2 TSSK6
RESPONSE_TO_TOXIN http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_TOXIN GLYAT CES1 BAX BCL2 AS3MT DPYS BPHL NQO1 PDZD3 MPST
POSITIVE_REGULATION_OF_BINDING http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_BINDING TNF UBE2V1 DPH3 PRDX3 NOD2 NLRC3 NPM1 PYCARD ABRA CAMK2A BCL10 RELA CEBPG EDA2R NFAM1 JMY UBE2N PRKCQ CARD11 EP300 AKTIP NME1 EDF1 ERC1 EDA IKBKB TSSK4 MAP3K13
CELLULAR_COMPONENT_DISASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_COMPONENT_DISASSEMBLY BNIP3 PPT1 PMAIP1 MTIF3 IRAK3 MOAP1 CASP3 SET MAZ CDKN2A HRSP12 NRG1 FOXL2 UPF1 MTERF DFFA GZMA AIFM1 DFFB CYCS TNP1 CIDEA CECR2 GZMB TPD52L1 ETF1 SOD1 HMGA1 TTF2 SMARCE1 MTRF1 BAX SUPT16H
IMMUNE_SYSTEM_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/IMMUNE_SYSTEM_DEVELOPMENT TM7SF4 MMP9 SPI1 JAG2 ZNF675 TNFSF13 FOXO3 HDAC7 TPD52 SPINK5 SART1 TGFB1 IL10 TGFB2 IL31RA ACVR1B CDC42 ALAS2 ACIN1 PRL KAT8 KIRREL3 KAT6A CD3D LYN IL27 LIG1 LDB1 TAZ LIG3 CDK6 INHA NFAM1 SOCS5 IFI16 MYH9 ACVR2A INHBA RPS19 CD40LG LCK SCIN NCOA6 CARTPT LRMP IL12B NHEJ1 RAB3D CSF1 RAG1 MAP4K2 MAP4K1 PF4 ZBTB16 MLF1 CALCA SNRK RASGRP4 ZAP70 DYRK3 CD4 RUNX1 BLNK IL4 PTPRC MLL IL7 MAFB CEBPG HCLS1 TBX1 MAL CD1D HDAC5 HDAC4 NOTCH2 ETS1 NOTCH4 CD79A HDAC9 IL2
POSITIVE_REGULATION_OF_CATALYTIC_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CATALYTIC_ACTIVITY ALS2 XRCC4 GNA15 ADORA3 ADCY7 ZAK EDN2 TNFSF15 PMAIP1 TLR6 GHRHR MAP3K7 MAP3K6 NLRC4 MAP3K5 CDKN2A MAP3K4 CASP8AP2 MDFIC MAP3K9 APOA5 TDGF1 RGN CHRNA7 PSENEN BUD31 GNG3 S1PR2 LPAR2 S1PR4 EGFR DBNL C5AR1 MADD PIK3CB KIAA1804 PICK1 BCL2L10 THY1 CRHR1 TNNT2 MAP4K5 PLCE1 IFNB1 F2 CARTPT GLP1R ACR TAB1 TRAF2 ADORA2B PTPLAD1 ERBB2 DRD5 APOC2 MAP4K1 STRADB ADCYAP1 ADRB3 SERINC2 SERINC5 SERINC1 MTCH1 ADRA2A DIABLO ADRA2C ARAP1 TRAF7 EGF TRAF6 HIP1 MDFI CARD8 TAOK2 MAP2K3 SMAD3 MALT1 TPD52L1 ATP7A STRADA VCP BBC3 AVPR1B AVPR1A ABL1 ABL2 DAXX EDNRA CASP9 ANG CXCR4 NMUR1 NMUR2 TGFA SHC1 CAP1 PAK1 PLCB2 FGF2 IRAK1 CCDC88A AIFM3 CCKBR RALBP1 CYCS TP53 ARHGAP27 PKN1 NLRP3 NLRP2 CARD10 UBE2N GRM4 PROK2 CCND1 ADRB2 ADRB1 CCND3 GNAQ PSEN1 EREG CCND2 CHRM1 PSEN2 LCK GIPR GADD45G CD81 MAP3K10 ERN1 GHRL GNAS GADD45B MAP3K13 PRKD3 GAP43 MAP3K11 CALCR AVPR2 PARD3 APH1A C5 FPR1 CALCA AZU1 MOAP1 MAP3K2 CD4 CD24 PPAP2A COL4A3 FOXL2 CAP2 NF1 STAT1 SOD1 NCSTN P2RY11 PRLR EPGN IFT57 BAX PPP2R4 APAF1 F2R
TRANSLATIONAL_INITIATION http://www.broadinstitute.org/gsea/msigdb/cards/TRANSLATIONAL_INITIATION EIF2C1 EIF5 EIF5A MTIF2 MTIF3 PAIP2B EIF3C EIF3D EIF3A EIF3B EIF3G RPS3A EIF3H EIF3E EIF1AX EIF3F EIF1 DAZL EIF3I EIF3J EIF2B2 EIF2B3 EIF2B4 EIF2B5 DAZ1 PAIP2 PAIP1 EIF2S3 EIF1B EIF2B1 BOLL EIF4B EIF4G2 EIF4G3 EIF4H EIF4A2 HSPB1 EIF2AK3 EIF2AK4
PHOTOTRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/PHOTOTRANSDUCTION UNC119 RP1 TRPC3 OPN1SW NR2E3 ABCA4 SAG PITPNM1 PDE6B PDC GRK1 OPN4 RHO
REGIONALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/REGIONALIZATION BMI1 MDFI DVL2 TBX3 LMX1B TRIM14 SMAD2 GLI2 T RIPPLY2 ACVR2B TDGF1 RIPPLY1 PTCH1 PBX3
ORGANELLE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/ORGANELLE_ORGANIZATION_AND_BIOGENESIS CROCC MPV17 HDAC7 VPS4B STAG3 TLK1 TLK2 CDCA5 OPA1 ROCK1 KIF5B KIF5A KIF5C NOP58 MYH7 ESPL1 MYH6 MYH9 MARK4 KAT5 PCLO SUN2 MARK1 THY1 UXT RPS14 ZWINT SDAD1 KIF4A MTX2 PPT1 ARF6 BCL2L1 RCC1 CDC42EP2 RAC3 RAC1 CTDNEP1 ARAP1 ARAP3 SEC23IP ARHGEF10L CDC42EP5 NPLOC4 KIF3B KIF3A TAOK2 PHB NDC80 CDC42BPG SYNE1 NOLC1 LASP1 CDC42BPA MAP7 POP4 CDC42BPB LIMA1 NUAK2 AP2S1 EZH2 NAP1L1 BNIP3 NAP1L3 EIF2A NAP1L2 LATS1 NAP1L4 KISS1 NUBP1 MAP1LC3A DYNLL1 TAMM41 MAPT ALS2CL CLN3 STX5 ARHGEF2 MTERF AIFM2 ACTA1 EXOSC7 AIFM1 TP53 EXOSC2 NDUFA13 ARHGEF17 EXOSC3 FLNB FLNA ELMO1 NCK2 MAST1 BNIP1 NCK1 LRMP TMSB4Y NSD1 CLN5 CLN6 SNAP29 PML ABI2 INO80 POT1 NUMA1 NAGPA SORBS3 EZR SORBS1 WIPF1 SNAP23 SUPT4H1 RASA1 RNF19A TNP1 CRIPAK RICTOR MID1 RPS6KA5 WHSC1L1 RAB22A AMOT YKT6 MTSS1 PRC1 MIPEP CXCL12 CDKN2A ANK3 PACSIN2 SMARCD1 HIRIP3 TUBG1 ATG9B ATG9A DFFA MTA2 DFFB TAZ HDAC10 CECR2 ARID1A HDAC11 ARPC1A WBP2NL SMARCE1 SYCP3 SMARCA5 TESK2 STMN1 LRPPRC FGD2 HMGB1 BBS4 PAM FGD1 CCL3 MRAS ARPC4 ANLN ABCA1 ARPC5 SYCP1 DOCK2 ADRA2A TUBE1 DOPEY2 DOPEY1 FGD5 ASF1A FGD6 HELLS ARHGDIB FGD4 EHMT1 SMG6 FSCN2 MYO1E FSCN1 EPB49 SUV39H2 HDAC5 TRNT1 EPS15 HDAC4 HDAC3 HDAC2 HDAC1 TSC1 SMARCC1 SMARCC2 MYH11 SPTA1 ABL1 VCX HDAC8 DNAJB6 HDAC6 MYH10 KIF23 RHOJ PTGES3 KIF25 NBN RSF1 PREX1 PEX6 PEX3 PEX7 NDUFS7 CDC42 KIF2C NDUFS5 NDE1 CASP3 NDUFS4 DES PEX1 DKC1 PRMT7 PRMT8 NDUFS8 RHOA RHOF DLG1 KIF11 LIMK1 CYCS NUSAP1 MID1IP1 TIMM23 HMGA2 NEXN HMGA1 KIF1A SASS6 ATG4D KIF1B ATG4C ATG4B ATG4A GAA MAPRE1 WASL CARM1 AP1M2 NDP TFAM PAFAH1B1 KDM4A TERF2 NF2 NF1 LEPREL4 SMC3 FBL SMC4 BAX PRKG1 HOOK3 BAK1 DDX11 APOE KIFAP3 PLA2G1B DYNC2H1 KIF13B PLD2 RAN OPTN TAF6L NOP56 PPARGC1A RND3 REC8 KRT19 RND1 RFC1 HUWE1 ATP2C1 CNTROB PEX26 KAT2A DBN1 CLCN3 MRE11A MYO9B KRT20 ACD SAC3D1 DMD TMED10 PBRM1 PAPD7 HIP1 MSTO1 CREBBP ARFIP2 CIDEA CDC23 MYOZ1 TPD52L1 POLRMT SUPT16H PYY CHAF1A GHSR CHAF1B ARSB WASF3 TIMM17A BCAR1 MYO7A WASF1 WASF2 TIMM17B TERF2IP GPX1 PDPK1 CEP250 SLC25A1 GOLGA5 COX18 TOP2A DEDD2 TOMM34 DYNC1I1 RBBP4 SLC25A4 VIL1 RAD50 CHMP1A TOMM22 NOP14 MAP3K12 MAP3K11 BID CXCL1 SHROOM1 SHROOM2 PLEK2 CETN3 CETN1 SFN NCAPH MRPL12 SET PEX19 BCL2 PEX16 PEX14 ABCD3 PEX13 ACTL6A PEX12 PEX10 APBA1 CYTH2 PDS5B NASP NLGN1 CCP110 SOD1 MIS12 CAPG KPTN RBM14 GOLGB1 COG2 SEPT5 TSPO TTK PMAIP1 TTN AGXT STARD3 TFB2M ACIN1 KAT8 KAT6B KAT6A SATB1 MYO6 RRP9 NEBL TNNT2 DST MYL6 SSH1 SSH2 KATNB1 LLGL1 FIS1 NHP2 NPM2 NPM1 CLASP1 CLASP2 SRGN CKAP5 PIF1 SPTBN4 BRCA2 EVL BBC3 RHOT1 RHOT2 SMC1A SLC25A15 IFI6 ARHGAP10 HPS4 HPS1 TIMM50 DSTN ARHGAP4 GSN ANG PEX2 PAK1 TERT KLHL20 ZW10 HSP90AA1 CCDC88A TIMM44 UBE2N MFN2 BPTF TPPP CFL1 SCIN GHRL KPNA2 H1FNT DTNBP1 KRT9 TUBGCP6 MOAP1 TYMP TUBGCP5 MYL6B SAFB KRT3 CNN2 NEFL TINF2 ERCC4 GEMIN4 ERCC1 APC FOXL2 DNM1L TNXB MSH3 MSH2 SIRT4 SIRT5 CENPE RACGAP1 TUBGCP2 CENPJ SIRT1 SIRT2 CENPH DIS3 TMEM48 MAP1S ATXN7 TEP1 CRK TSSK6
NEGATIVE_REGULATION_OF_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELL_CYCLE NBN ZAK AIF1 RPRM FOXO4 LATS1 TGFB1 LATS2 CUL3 CUL2 CUL5 CDKN2A CDKN2B CDKN2C PCBP4 CDKN2D RHOB CDK5RAP1 MYC CUL1 MAP2K6 DLG1 KHDRBS1 TP53 TBRG4 INHA JMY MFN2 PPM1G INHBA DHRS2 EIF4G2 PA2G4 CHMP1A ALOX15B BTG4 TBRG1 BTG3 ERN1 FOXC1 GADD45A PPP1R15A ING4 PPP2R3B STK11 IFNW1 ZBTB17 SESN1 UHMK1 MLF1 PLAGL1 HEXIM2 HEXIM1 CDC123 RUNX3 APC BMP4 BMP2 IL8 TP53BP2 GMNN SMAD3 GAS1 CDKN3 GAS7 CDKN1C NOTCH2 PPP1R9B CDKN1B MAPK12 CUL4A RASSF1 MYO16 PPP1R13B KAT2B APBB2 BMP7 APBB1 HPGD
HETEROPHILIC_CELL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/HETEROPHILIC_CELL_ADHESION AMIGO1 REG3A AMIGO2 CADM3 AMIGO3 CADM1 PVRL1 CD209 LGALS7 CD164
DNA_INTEGRITY_CHECKPOINT http://www.broadinstitute.org/gsea/msigdb/cards/DNA_INTEGRITY_CHECKPOINT CDC6 NBN ZAK HUS1 RINT1 PML TIPIN RAD9A CHEK1 CHEK2 ATR BRSK1 NEK11 FOXN3 CDT1 NAE1 RAD1 TRIAP1 CDC45 PCBP4 GML CCNA2 ATRIP RAD17
STEROID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/STEROID_METABOLIC_PROCESS ACOX2 CYP3A5 TSPO PPARD CYP11B2 SULT2B1 SHH ACOX3 STARD3 AKR1C2 AKR1C4 CYP39A1 APOF NPC1L1 AKR1C1 WWOX DHCR24 STS CYP11A1 SULT2A1 DHRS9 NR0B2 NR0B1 UGT1A1 DHRS2 NPC1 UGT2B17 ADM AKR1B10 UGT2B11 HSD11B2 UGT2B15 CLN8 AKR1D1 CLN6 HSD17B11 HDLBP CNBP HSD3B1 CELA3A CELA3B HSD3B7 HSD17B14 TFCP2L1 STUB1 DHCR7 HSD17B6 SCARB1 NR1H4 CYP19A1 NSDHL SOAT1 IL4 SOAT2 MBTPS2 CYP46A1 FDPS FDXR SOD1 ABCG1 APOL2 GBA2 CYP7B1 CEL BAAT NR1I2 YWHAH UGT2B4 SCP2 BMP6 NR5A1
ESTABLISHMENT_OF_CELLULAR_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ESTABLISHMENT_OF_CELLULAR_LOCALIZATION RAB3GAP2 SYT1 LTBP2 CADM1 USE1 MXI1 SSR1 BAK1 GBF1 APOE HOMER3 RAE1 TRAK1 VPS4B RPL11 TLK1 RAB26 CDCA5 KIF13B CRTAM OPA1 KIF5B CRYAA KIF5A CRYAB VPS45 NOP58 VTI1B MYH7 MYH6 OPTN MYH9 ERGIC1 SUN2 VTI1A ERGIC2 ERGIC3 CLEC4M UXT ERP44 NPC1 TMX1 KRT18 NPC2 ATP2C1 ZWINT BACE2 F2 PEX26 TBRG1 RAB14 MYBBP1A RTP3 KCNMB4 KIF4A RTP4 NFKBIE MTX2 RABEPK RER1 MYO9B BCL2L1 STRADB ARFGEF2 CALR RIMS1 ARFGEF1 UHMK1 CDC37 CD74 STX18 INS STX16 CKLF DUSP16 TMED10 TRAM1 SEC23IP MDFI KIF3B NXF5 CIDEA CDC23 SMAD3 ARFIP1 TINAGL1 HNRNPA1 ABCG1 TONSL STRADA CBLB CD209 TRPS1 SYTL4 SRSF12 BET1L GOSR2 GOSR1 LGTN RERE ARSB HTATIP2 PDIA3 TIMM17A TIMM17B AP3S2 BNIP3 PDIA4 CANX GLI3 COPB2 SEC62 NOD2 NMUR1 NMUR2 ZFYVE9 COPB1 TAMM41 AP3B2 ANP32A SLC25A1 GOLGA5 KDELR1 AP3B1 TOMM34 DYNC1I1 STX5 KDELR2 RPGR TP53 RPH3AL FLNA ANKRD27 GRM4 NUP205 LRMP TOMM22 NUP107 STEAP2 ARL4D SNAP29 RAB3A SHROOM2 BET1 EEA1 NAGPA NUP214 PEX19 SQSTM1 BCL2 DDX19B PEX16 BCL3 AP3D1 PEX14 PEX13 BCL6 PEX12 EXOC5 SNAP23 PEX10 SYNRG APBA1 FYB RAB2A SERGEF UPF2 UPF1 NLGN1 PPP1R10 BIRC5 SELS GABARAP COG3 YWHAH COG7 GSK3B RAB35 NLRP12 YKT6 SSR2 BARD1 COG2 NCBP2 SEPT5 TSPO SNCAIP NRBP1 XPO6 AP1G1 LMAN2L EIF5A TNFSF14 MIPEP CSPG5 AGXT KLHL2 TGFB1 STARD3 APOA2 NLRC4 APOA1 DDX25 DNAJC1 SCAMP1 NUP133 MCM3AP SCAMP3 MYO6 SCAMP2 NUDT4 STAP1 BAIAP3 ERP29 NUPL2 TNNT2 DDX39A COPG2 RPAIN LYST CARTPT VAMP3 AKAP3 LRPPRC MYL6 ARFGAP3 DERL2 PPY ACHE CCL3 STX7 DERL1 NAPG COPZ1 CCL8 ABCA2 CTSA NAPA ABCA1 CCL5 PYDC1 LMAN1 NPM1 DOPEY2 DOPEY1 SRGN CARD8 SMG6 SMG5 MYO1E SMG7 SMG1 ICMT MALT1 SNAPIN FOXP3 NFKBIL1 LIN7A TRNT1 PPIH TSC1 VCP RHOT1 PTTG1IP GLMN RHOT2 XPO7 TRIP6 SLC25A15 MYH10 HPS4 PEX6 DPH3 PEX3 PEX7 AKT1 PEX1 ANG ZFYVE16 IPO5 RHOB RANBP2 NCKIPSD TPR KPNB1 ZW10 KHDRBS1 HSP90AA1 NUSAP1 TIMM23 NLRP3 NLRP2 M6PR TIMM44 MFN2 KIF1C ADRB2 KIF1A KIF1B ATG4D ATG4C ATG4B ATG4A ARCN1 SCIN TOM1 KPNA6 KPNA5 KPNA4 KPNA3 KPNA2 COPE KPNA1 PKDREJ SRSF10 NUP98 CPLX2 CPLX1 TNF AP1M2 NUP160 CDH1 SEC63 HRH3 CEP57 AP3M1 MYL6B SYN3 TAP2 SEC22A PYCARD SEC22B PAFAH1B1 CCS SCG5 SEC22C APPBP2 TNPO1 NEFL AGFG1 SCG2 NF1 SCRN1 CENPF CENPE MON2 ATXN1 CADPS MAP1S TRPC4AP FAF1 GGA1 F2R
AEROBIC_RESPIRATION http://www.broadinstitute.org/gsea/msigdb/cards/AEROBIC_RESPIRATION UQCRC2 OXA1L ME3 UQCRC1 ACO2 PDHB SDHA SDHB SLC25A14 NNT UQCRH SDHC SDHD SURF1 UQCRB
SKELETAL_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/SKELETAL_DEVELOPMENT CASR HOXD13 POSTN TGFB1 GHRHR DSPP COL12A1 TWIST2 TWIST1 COL10A1 MATN3 DLL3 MGP MEPE PRELP COL1A2 SHOX EXT1 EXT2 ADAMTS4 TRAPPC2 FGFR1 ACHE OSTF1 FGFR3 HOXA13 DSCAML1 EXTL1 ATP6V1B1 AHSG IL17F TEAD4 SMA4 RUNX2 SRGN SPP2 BMP4 EVC BMP1 KLF10 DMP1 EN1 ANKH SHOX2 DLX6 TRPS1 DLX5 ETS2 CHRD TLL1 AEBP1 ARSE TCOF1 ZNF675 GLI2 PAX1 PRDX1 GLI1 TNFRSF11B PTH1R COL11A1 ALX1 GHR UFD1L CMKLR1 CDK6 INHA INHBA KIAA1217 ACVR1 STATH COL2A1 SUFU MSX2 COL9A2 COMP PTH LECT2 PAPSS1 PAPSS2 EBP TBX3 COL13A1 KL NF1 FBN1 TBX4 IGF1 TBX1 IGF2 NPR3 SPARC FRZB ANXA2 RPS6KA3 COL19A1 CLEC3B CLEC3A GDF11 GDF10 BMPR1B ATP6V0A4 IGFBP4
POSITIVE_REGULATION_OF_NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_METABOLIC_PROCESS HNRNPAB MMS19 NCBP1 ARNT2 XRCC6 FOXO1 TNFSF13 RORB FOXO3 MED21 TGFB1 CITED2 EPC1 MDFIC SMARCD3 FOXF1 GATA4 FOXF2 SMARCD1 SUPT5H KAT8 KAT6B KAT6A BCL10 MYO6 IL29 PCBD2 RXRA KDM5A MED12 ARID1A MED14 ARNTL MED13 ELL3 TRERF1 PPARGC1A PPARGC1B HIF1A HNF4A MED17 TFAP2B SMARCA1 CRTC1 ELK1 AFAP1L2 ABCA1 PLAGL1 FOXH1 MAML3 TCF4 RUNX1 TCF3 ARHGEF10L ZNF423 UTF1 EPAS1 MAML1 TAF8 MAP2K3 MAML2 CREBBP ESRRG MSTN SMAD3 SMAD2 FOXP3 ATF6 ATF4 NUP62 SMARCC1 DYRK1B SMARCC2 NOTCH4 HIVEP3 BMP7 BMP6 HNF1B ELF1 HNF1A RSF1 ACVRL1 ELF4 SPI1 TP63 CTCF GLI2 ZBTB38 GLI1 CAMKK2 NAA16 PAX8 MKL2 EGR1 ATF7IP CCNH TP53 PRKCG CDK7 HMGA1 GTF2H1 NRIP1 SCAP PRPF6 RAD51 ARHGEF11 MED6 UBE2N INHBA EREG BPTF ZMIZ2 NCOA6 UBB NSD1 CLOCK ACVR1 MED1 GLIS3 GLIS2 GLIS1 NUFIP1 EHF TNFRSF1A NPAS2 RGMB ERCC6 MRPL12 SQSTM1 BCL3 SUPT4H1 ERCC3 NFATC2 FOXD3 ERCC2 IL4 TBX5 CEBPG TRIM28 ILF3 CREB5 TP73 PSMG4 MNAT1 YWHAH SP1 ILF2 NAA15 YAF2 THRAP3 FOXE1 PHF5A IRF4 RBM14
REGULATION_OF_GROWTH http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_GROWTH DLC1 BMP10 BCAR1 OSGIN1 TGFB1 TGFB2 BNIPL ACVR1B CDKN2A CDKN2C CDKN2D SERTAD3 NDUFS3 SERTAD2 IP6K2 NOL8 TP53 NDUFA13 RB1 INHBA PLCE1 ALOX15B GHRH UBB ALOX12 ING5 DCBLD2 ING4 DERL2 PML CDHR2 PPT1 TSPYL2 FAM107A CDK11A PRSS2 CDK11B CDA BCL6 ENO1 COL4A4 KLK8 SPHK1 SMAD4 SMAD3 SOD1 CAPRIN2 RERG PPP1R9B CDKN1A CDKN1B BBC3 CDKN2AIP PTCH1 APBB2 GHSR APBB1 IL2
NUCLEAR_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEAR_TRANSPORT NCBP2 HTATIP2 XPO6 PDIA3 TNFSF14 EIF5A MXI1 GLI3 TGFB1 AKT1 RAE1 DDX25 ZFYVE9 IPO5 ANP32A NCKIPSD RANBP2 TPR KPNB1 KHDRBS1 NUP133 MCM3AP NUDT4 NOP58 NUPL2 NLRP3 FLNA DDX39A RPAIN NUP205 F2 TBRG1 KPNA6 KPNA5 NUP107 KPNA4 KPNA3 KPNA2 MYBBP1A KPNA1 NUP98 TNF NUP160 NFKBIE CDH1 STRADB CALR UHMK1 NUP214 CEP57 DDX19B DUSP16 NPM1 BCL3 BCL6 TNPO1 AGFG1 FYB MDFI UPF2 UPF1 SMG6 SMG5 SMG7 NF1 NXF5 SMAD3 SMG1 PPP1R10 MALT1 HNRNPA1 NFKBIL1 ATXN1 TONSL CBLB PPIH STRADA TSC1 GSK3B TRPS1 NLRP12 PTTG1IP FAF1 TRIP6 XPO7 RERE F2R BARD1
NEGATIVE_REGULATION_OF_IMMUNE_SYSTEM_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_IMMUNE_SYSTEM_PROCESS PTPRC LST1 SLA2 INHA SOCS5 FOXP3 SPINK5 THY1 TGFB2 INHBA TARBP2 LAX1 SFTPD GLMN
REGULATION_OF_PROTEIN_POLYMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROTEIN_POLYMERIZATION NCK2 CDC42EP2 NCK1 TPPP MAPT ARF6 MAPRE1 TMSB4Y LATS1 RASA1 CDC42EP5
LIPID_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/LIPID_TRANSPORT PPARA CHKA PPARD TSPO CAV1 LDLR ABCA2 ABCA1 SLCO2A1 GOT2 APOA4 APOA2 STX12 APOA1 APOE LCAT APOF APOC3 ABCD3 NPC1L1 CETP ANGPTL3 PSAP ATP11B GLTP ABCG1 NPC2 SLC27A4
ANATOMICAL_STRUCTURE_MORPHOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/ANATOMICAL_STRUCTURE_MORPHOGENESIS MRPL40 HCCS ALS2 HRAS CDX1 HIRA RORB TPD52 CD2AP SHH FLI1 CUL7 APOE CEP290 ERAP1 CHRNA7 PITX3 PITX1 TWIST1 SYK PITX2 CD3G BRAF PDPN LIG1 EFNB2 VANGL2 EOMES MYH7 MYH6 MYH9 PROX1 THY1 MARK2 MSX1 KRT18 SERPINF1 VEGFA TRAPPC4 ATPIF1 DEAF1 KCNMB4 ODAM EMCN CDK5R1 AMTN HOXA11 KEL ELN IGF2BP2 ARF6 IGF2BP3 EPHB4 KCNMB2 CDC42EP2 CDC42EP1 AGGF1 RAC3 LHX1 KAL1 UPK1A BAI1 RAC1 IL17F LHX3 UPK1B ARAP1 ARAP3 CDC42EP4 LAMB1 CDC42EP5 COL18A1 TAOK2 PCNT FTO SPHK1 ARFIP2 EN1 SMAD2 UPK3A CELSR1 MCAM TNNI3 KRT35 NKX6-1 DVL1 NOTCH3 SFRP5 NOTCH2 SFRP1 NOTCH4 MAP7 MAB21L1 ENG CLTCL1 KLF4 CDC42BPB NRP2 RTN4 GYPC LIMA1 FGF8 NRP1 HTATIP2 ACVRL1 ELF3 EZH1 MYBPC3 GLI2 CANX SPINK5 GLI1 DFNB31 AES DYNLL1 MAPT GNPAT SEMA3B CAP1 FGF1 FGF2 FGF3 CYR61 ARHGEF2 STX2 TBX10 EGFL7 TLE3 ZNF141 TLE1 TLE2 SLIT1 SLIT2 AMIGO1 PROK2 EREG ROD1 SEMA4F NPPB FOXC2 SIAH1 FOXC1 TBX19 SHROOM1 PARD3 SHROOM2 ETV7 SHROOM3 SCML2 TH SCML1 PML TRIM13 EHF TRIM15 LY6H PKD2 MAS1 PCSK9 PKD1 ERVW-1 PHLDA3 RASA1 C1GALT1 THBS4 CES1P1 NAT8 TBX6 CAP2 IL8 LZTR1 TBX3 IL7 TBX5 TBX4 NTNG1 NPR1 NTNG2 TBX1 FZD2 FZD5 SOD1 PLG DKK3 CDH13 YWHAH EPGN STAB1 AMOT PTCH1 PES1 NR5A2 WNT7A TMEM176B FGF18 CASR NRTN MPZL2 LMO4 IL18 FGF16 TGFB3 FGF10 TNFSF12 LRRC4C PDX1 FOXO4 ZIC1 GDNF TGFB1 TGFB2 VCL WNT1 ANK1 ROBO1 GATA3 APOA5 TDGF1 ROBO4 S1PR3 ROBO2 UNC5C SPON2 SPN BCL10 LBX1 BAIAP2 MLXIPL FOXN1 SIX2 ACTN2 STK4 SIX6 BICD1 IL20 TIMELESS CST6 MNX1 OPHN1 NFE2L1 SLC40A1 FGD2 WNT5A FGD1 CCL2 GCLC LST1 SSH1 ONECUT2 DSCAML1 NEDD8 CCL4 GCLM HOXA4 CRB1 ITGAX RPL10A CLASP2 FGD5 ANGPTL3 RUNX1 EGF FGD6 UPK2 SFTPB FGD4 ANGPTL4 PARD6B CCM2 FSCN2 HTT ITGA2 WHSC1 GSC2 TINAG LYVE1 GCM1 S100B HOXB5 SALL1 CYFIP1 GLMN FABP1 SCMH1 IER3 CORIN PAX6 PAX5 PAX4 PAX3 PAX2 LSR CRX GPC4 SPRY2 CDC42 DGCR2 GPC3 HEY1 POU5F1 ANG DGCR6 PAX7 PAX8 HEY2 RHOB POU4F1 CHUK DLG1 SOX10 CCDC88A SOX13 NRXN3 OTX2 PRKCI MBNL1 NRXN1 DNAI2 NCL CDK5 EYA3 EYA4 EYA1 EYA2 HOXC13 NRL BTG1 GAA GHRL CNTN4 WNT11 UBB ABLIM1 CPM RTN4RL1 BRSK2 RNH1 PF4 TSHB DCN POU1F1 APLP1 CALCA CD9 COL9A1 COMP KRT2 TGM3 RTN4RL2 KRT3 FBN2 KRT4 ERCC3 DKKL1 MYOC SCG2 ERCC2 NOX4 COL4A3 KLK8 COL4A2 COL13A1 PLAC1 CEBPG NF1 DPYSL5 RCAN3 COL5A3 WNT2B MAP1S BAX BMPR1B FEZ2 DMBT1 FEZ1 F2R
CELLULAR_RESPONSE_TO_STRESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_RESPONSE_TO_STRESS SREBF1 NUAK2 ALB GSK3B FADS1 TP53 CARTPT PCSK9 ASNS EIF2AK3
POSITIVE_REGULATION_OF_RNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_RNA_METABOLIC_PROCESS MMS19 HNRNPAB NCBP1 XRCC6 FOXO1 RORB FOXO3 MED21 TGFB1 CITED2 EPC1 SMARCD3 MDFIC FOXF1 SMARCD1 GATA4 FOXF2 SUPT5H BCL10 MYO6 PCBD2 RXRA MED12 ARID1A MED14 MED13 ARNTL ELL3 TRERF1 PPARGC1B HIF1A HNF4A MED17 TFAP2B SMARCA1 CRTC1 ELK1 AFAP1L2 PLAGL1 FOXH1 MAML3 TCF4 RUNX1 TCF3 ARHGEF10L UTF1 EPAS1 MAP2K3 MAML1 TAF8 MAML2 ESRRG SMAD3 SMAD2 ATF6 ATF4 SMARCC1 DYRK1B SMARCC2 NOTCH4 BMP6 ELF1 HNF1B HNF1A RSF1 ELF4 SPI1 TP63 CTCF GLI2 ZBTB38 GLI1 NAA16 PAX8 MKL2 ATF7IP CCNH TP53 CDK7 HMGA1 ARHGEF11 NRIP1 PRPF6 GTF2H1 SCAP MED6 INHBA BPTF ZMIZ2 NCOA6 NSD1 CLOCK MED1 GLIS3 GLIS1 NUFIP1 EHF TNFRSF1A NPAS2 MRPL12 ERCC6 SQSTM1 SUPT4H1 ERCC3 FOXD3 ERCC2 IL4 TBX5 TRIM28 ILF3 CREB5 TP73 MNAT1 NAA15 SP1 ILF2 THRAP3 FOXE1 PHF5A RBM14
CELLULAR_PROTEIN_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_PROTEIN_CATABOLIC_PROCESS KIAA0368 TSG101 UBE2G1 BTRC UBE2G2 RNF217 CPA2 FBXO22 ANAPC2 UBE2A ANAPC5 UFD1L ANAPC4 UBR3 UBE2I UBE2H UBE2C UBE2B UHRF2 UBE2K UBR5 FBXL4 UBB SIAH2 AMFR DERL2 FZR1 DERL1 SYVN1 UBE3A ANAPC10 NEDD8 EDEM1 STUB1 ARIH1 UBE2D3 UBE2D2 SQSTM1 RNF11 UBE2D1 USP33 FBXO7 RNF144B NPLOC4 UBE4A UBE4B CDC23 PCNP CDC20 PARK2 UBE2L3 SELS PSMD14 PSMC5 VCP SMURF2 SMURF1 UBE2E1
REGULATION_OF_MUSCLE_CONTRACTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MUSCLE_CONTRACTION SRI MYL5 MYL2 TNNC2 TNNC1 KCNB2 PPP1R12B SPHK1 MYBPC3 SOD1 TPM1 MYL9 PROK2 PLCE1 TNNT1 MYBPH ATP2A1 CNN1 NMU
RESPONSE_TO_LIGHT_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_LIGHT_STIMULUS RP1 COPS3 BRSK1 NR2E3 OPN1SW ABCA4 GPX1 PDE6B ERCC8 ERCC5 ERCC6 MC1R CDKN2D BCL3 SERPINB13 ERCC3 ERCC4 IVL FEN1 ERCC2 UNC119 REV1 TRPC3 FECH RELA UBE4B NF1 GTF2H2 SAG PITPNM1 RPAIN POLD1 GRM6 IL12A PDC DDB2 MAPK8 CACNA1F IL12B SCARA3 ELANE DYNLRB1 CLOCK OPN4 RHO GRK1
POSITIVE_REGULATION_OF_CYTOKINE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CYTOKINE_BIOSYNTHETIC_PROCESS TLR1 TLR3 TNFRSF8 TLR4 TLR6 TLR7 TLR8 TLR9 AZU1 APOA2 LTB SPN EBI3 CD28 BCL10 PRG3 IL27 CEBPG IL9 CD276 EREG GLMN IL12B IRF4 ELANE
REGULATION_OF_TRANSLATIONAL_INITIATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSLATIONAL_INITIATION EIF2C1 EIF5 EIF5A MTIF2 MTIF3 PAIP2B EIF3C EIF3D EIF3A EIF3G EIF3H EIF3E EIF3F DAZL EIF1 EIF3I EIF3J EIF2B2 EIF2B5 DAZ1 PAIP2 EIF1B BOLL EIF4B EIF4G2 EIF4G3 EIF4A2 EIF4H HSPB1 EIF2AK3 EIF2AK4
NEGATIVE_REGULATION_OF_TRANSCRIPTION_DNA_DEPENDENT http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_TRANSCRIPTION_DNA_DEPENDENT FST TCEAL1 ZNF254 EPC1 SIN3A ZNF396 SUPT5H TWIST2 TWIST1 ZNF593 KDM5B ZHX1 MECP2 ZHX2 ZNF189 ZHX3 NR0B2 NR0B1 CSDA FOXN3 PA2G4 ZNF238 SMARCE1 TGIF1 PRDM1 HMGB1 EID1 VPS72 MEIS2 HEXIM2 DRAP1 HEXIM1 BCOR NKX2-5 TCF25 HELLS MDFI HMGB1P10 BMP2 KLF12 KLF10 KLF11 SMAD4 RYBP SMAD3 SMAD2 FOXP3 HDAC5 SMARCC2 JAZF1 DNMT1 RBPJ HDAC8 KLF4 E2F1 ZBTB32 PPARD RSF1 ARID4A E2F6 NR6A1 SPI1 TP63 ZNF202 CTCF ZEB1 PAWR GLI2 HSBP1 DAXX ZNF345 MEN1 GFI1B ZNF148 POU4F2 NFX1 ATF7IP ZNF281 SLA2 ARID5B LDB1 ARID5A NDUFA13 FOSB RB1 MXD4 NRIP1 CHMP1A BPTF ZNF136 MDM2 RIPPLY1 MDM4 CUX1 NSD1 ZFP161 GLIS3 ZMYND11 ING4 GLIS1 ZBTB16 ZNF177 ZNF174 ORC2 GATAD2A PEX14 BCL6 SUPT4H1 FOXD3 ENO1 TBX3 VHL TBX2 TRIM27 SIRT4 SIRT5 TNP1 ILF3 CBY1 PHF12 SNAI2 SIRT1 STAT3 ZNF157 DR1 IRF7 IRF8 IRF2 PHF21A CIR1
PROTEIN_TARGETING http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_TARGETING TSPO LTBP2 XPO6 TNFSF14 EIF5A MIPEP MXI1 AGXT TGFB1 SSR1 HOMER3 TRAK1 RPL11 KIF13B MCM3AP NOP58 OPTN NUPL2 RPAIN F2 PEX26 RTP3 RTP4 NFKBIE STRADB CALR CDC37 UHMK1 DUSP16 TRAM1 MDFI SMAD3 ICMT NFKBIL1 TRNT1 TONSL STRADA CBLB PPIH TRPS1 PTTG1IP XPO7 TRIP6 RERE PDIA3 TIMM17A HPS4 TIMM17B PEX6 PEX3 GLI3 PEX7 AKT1 SEC62 PEX1 ZFYVE9 TAMM41 IPO5 ZFYVE16 NCKIPSD RANBP2 TPR KPNB1 TOMM34 TIMM23 NLRP3 TIMM44 FLNA MFN2 ATG4D ATG4C ATG4B ATG4A NUP205 KPNA6 KPNA5 TOMM22 KPNA4 KPNA3 KPNA2 KPNA1 TNF AP1M2 CDH1 SEC63 NUP214 NAGPA CEP57 PEX19 AP3M1 PEX16 BCL3 PEX14 PEX13 BCL6 PEX12 TNPO1 PEX10 FYB NF1 NLGN1 PPP1R10 GABARAP GSK3B NLRP12 FAF1 SSR2 BARD1 F2R
MONOVALENT_INORGANIC_CATION_HOMEOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/MONOVALENT_INORGANIC_CATION_HOMEOSTASIS CLN3 SLC9A7 CLCN3 ATP1A3 ATP1A4 PPT1 ATP1A1 ATP1A2 ATP6V1B1 TMPRSS3 BCL2 CLN5 CLN6 SLC9A1
VIRAL_INFECTIOUS_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/VIRAL_INFECTIOUS_CYCLE CCL3 HS3ST6 CCL2 HS3ST5 RSF1 VAPB OPRK1 EIF5A APOBEC3G DEK APOBEC3F CCL4 SMARCB1 WWP2 MDFIC HTATSF1 WWP1 CXCR6 ITCH TNIP1 TOP2A CTBP1 CTBP2 IL8 HBXIP UBP1 CLEC4M TARBP2 PPIA CD209 CD81 ACE2
REGULATION_OF_PROTEIN_MODIFICATION_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROTEIN_MODIFICATION_PROCESS ITLN1 ITGB2 STUB1 TGFB1 IL31RA NDUFS4 SET CLCF1 ATG7 TDGF1 UBE2D1 EGFR BMP4 IL3 BCL10 GTPBP4 CCDC88A IL5 NF2 LYN IL29 CCDC88C HCLS1 SOCS1 PRKCG PPARGC1A BRCA1 IL20 UBE2N CCND1 CARD14 CCND3 TSC1 AKTIP CD80 CCND2 CD81 NLRP12 RNF139 IL12A PPP2R4 TNK2 IGFBP3 IL22RA2
VIRAL_REPRODUCTIVE_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/VIRAL_REPRODUCTIVE_PROCESS CCL3 HS3ST6 RSF1 CCL2 DERL1 HS3ST5 VAPB OPRK1 RRAGA EIF5A DEK APOBEC3G CCL4 APOBEC3F TGFB1 MDFIC SMARCB1 WWP2 HTATSF1 WWP1 CXCR6 ITCH TNIP1 TOP2A CTBP1 CTBP2 IL8 SMAD3 HBXIP UBP1 CLEC4M TARBP2 PPIA CD209 CD81 ACE2
REGULATION_OF_MITOSIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MITOSIS NBN NEK2 KNTC1 PML PKMYT1 TTK ANLN CDC16 BRSK1 RCC1 TGFB1 PIN1 TRIAP1 CDKN2B PCBP4 PRMT5 NPM2 BUB1 TGFA CDK13 EGF GML CCNA2 CD28 ZW10 RINT1 CDC23 NUSAP1 BIRC5 UBE2C CDC25C ATM MAD2L1 EREG EPGN ZWINT BUB1B MAD2L2 CHFR RAD17 NEK6
CARBOXYLIC_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CARBOXYLIC_ACID_METABOLIC_PROCESS ALDH1L1 PTGS1 SLC7A8 SLC7A9 GGT1 SLC7A4 AGXT SLC7A5 IDO1 SLC7A6 BBOX1 SLC7A7 GLDC FAH GOT2 ASPA GOT1 PLOD1 SCLY MAT1A DDAH2 DDAH1 NANP ALDH6A1 YARS DARS GATM CSGALNACT1 AARS QDPR PLA2G15 GGT5 CDO1 ECI2 PPARGC1A SARS2 PYCR1 PNPLA8 NPC1 ALOX15B RARS CROT ME1 HACL1 ACADSB ME3 GCLC GLUD2 GNE GLUD1 FARS2 PFKFB1 PAH ASL GCLM CD74 KARS HADHB ARG1 GAD2 IDH1 GCSH ASRGL1 ALDH4A1 AIMP1 GAD1 NR1H4 FH MCAT SLC6A14 HGD IDH3B BRCA1 CYP7B1 ATF4 BAAT SLC7A2 MLYCD FAAH SLC25A10 FPGS SLC25A15 ACOX2 PTGES3 PPARA PPARD BCKDK CYP2J2 AMT ACOT2 ACOT1 ACN9 ACOT4 MSMO1 ACOX3 GSS ACOT9 AKR1C3 MCCC2 AKR1C2 MTHFD2 WARS MSRA TYR CYP39A1 PTGES HDC ACOT12 GSTZ1 GNPAT AGPAT2 AKR1C1 HPD AGPAT1 PEPD ACADM ACO2 PRG3 ALDH5A1 ACADS ACO1 ADIPOR2 ADIPOR1 SLC3A1 DDO HAO1 ACADVL PTGDS SDS HAO2 AS3MT SLC27A6 SLC27A2 AKR1D1 SMS SLC27A5 ALOX12 DEGS1 BCAT1 ECH1 ALDH18A1 HSD3B7 NFS1 UGDH ECHS1 ARPP19 MIF GLS2 DCT TNFRSF1A MTHFR ABCD2 MARS2 BDH2 PTS BCKDHA CPT1B FADS1 BCKDHB FTCD IGF1 FADS2 ACLY CPT1A OXSM ADI1 CYP4F8 GBA2 CYP4A11 GLYAT GCK SLC6A6 MAT2B GAMT CYP4F3 LTA4H CYP4F2 HPGD
AXONOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/AXONOGENESIS NRP2 RTN4 CDK5R1 PARD3 NRP1 RTN4RL1 LRRC4C PAX2 GLI2 SHH ROBO1 APOE MAPT KAL1 BAI1 POU4F1 ROBO2 RTN4RL2 SEMA3B UNC5C SPON2 PARD6B KLK8 NRXN3 BAIAP2 OTX2 DPYSL5 NTNG1 NTNG2 NRXN1 SLIT1 SLIT2 THY1 AMIGO1 S100B SEMA4F OPHN1 CYFIP1 CNTN4 SIAH1 UBB FEZ2 FEZ1
HOMOPHILIC_CELL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/HOMOPHILIC_CELL_ADHESION CADM3 MPZL2 CADM1 ITGB1 CDH5 CD84 AMIGO1 AMIGO2 PVRL1 ROBO1 TRO PVRL3 PVRL2 NPTN PKD1 ROBO2
REGULATION_OF_MAPKKK_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MAPKKK_CASCADE CARD9 TAOK2 ATP6AP2 TAOK3 NF1 EDA2R ZNF675 TPD52L1 AMBP ADRB3 GRM4 ADRB2 REN HIPK2 MAPK8IP2 MAPK8IP3 CD24 TRAF7 MAPK8IP1 CD27
PROTEIN_AMINO_ACID_AUTOPHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_AMINO_ACID_AUTOPHOSPHORYLATION TTN UHMK1 CAMKK2 AKT1 IGF1R MAP3K3 PAK2 MAP3K9 LMTK2 PAK1 INSR TAF1 MYO3A MEX3B KIAA1804 TAOK3 MOB1B CDK12 SMG1 STK4 CDKL5 EIF2AK1 DYRK1A MAPK15 MAP3K10 NLRP12 TNK1 MAP3K13 EIF2AK3 MAP3K12 MAP3K11
INTERCELLULAR_JUNCTION_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/INTERCELLULAR_JUNCTION_ASSEMBLY PARD6B CD9 TLN1 TJP1 GJD3 TLN2 GJA1 GJA4 GJA5 GJC1 VCL
MAINTENANCE_OF_CELLULAR_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/MAINTENANCE_OF_CELLULAR_LOCALIZATION MDFI TONSL TAF3 PDIA3 PDIA2 ALB NFKBIE SUPT7L FAF1 TOPORS MXI1 NFKBIL1
MICROTUBULE_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/MICROTUBULE_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS KIF23 PRC1 KATNB1 TTK RCC1 HOOK3 KIF2C TUBGCP6 TUBGCP5 MAPT CLASP1 PAFAH1B1 TUBG1 CLASP2 APC ARHGEF2 KIF11 RAN RNF19A CKAP5 NUSAP1 MID1IP1 MID1 MARK4 CENPJ TUBGCP2 SMC3 SUN2 UXT MAP1S TPPP MAP7 STMN1 MAPRE1 SMC1A
NUCLEAR_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEAR_ORGANIZATION_AND_BIOGENESIS H1FNT PML BNIP3 PPT1 NUMA1 CASP3 MOAP1 CDKN2A CTDNEP1 ACIN1 TOP2A DEDD2 FOXL2 AIFM1 DFFA DFFB CYCS CIDEA CECR2 NDUFA13 TNP1 TPD52L1 SOD1 SUN2 TMEM48 WBP2NL SYCP3 ATXN7 BAX TSSK6
PURINE_NUCLEOTIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PURINE_NUCLEOTIDE_METABOLIC_PROCESS ADSS FIGNL1 OLA1 C16orf7 AK5 ACLY HPRT1 CTNS AMPD3 GUK1 PPAT NDUFS1
PROTEIN_IMPORT http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_IMPORT PDIA3 PEX6 TNFSF14 PEX3 MXI1 GLI3 TGFB1 PEX7 AIP AKT1 PEX1 ZFYVE9 TAMM41 IPO5 NCKIPSD RANBP2 TPR KPNB1 MCM3AP NOP58 NLRP3 FLNA RPAIN NUP205 PEX26 F2 TOMM20 KPNA6 KPNA5 TOMM22 KPNA4 KPNA3 KPNA2 KPNA1 TNF NFKBIE CDH1 CEP57 PEX16 BCL3 PEX14 PEX13 BCL6 PEX12 TNPO1 PEX10 FYB MDFI NF1 PPP1R10 SMAD3 NFKBIL1 TONSL CBLB PPIH TRPS1 NLRP12 PTTG1IP FAF1 TRIP6 RERE F2R
POST_GOLGI_VESICLE_MEDIATED_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/POST_GOLGI_VESICLE_MEDIATED_TRANSPORT SCAMP1 SCAMP3 SCAMP2 STX7 OPTN MON2 KRT18 RAB14 AP3B2 DOPEY2 EXOC5 SNAP23 DOPEY1 STEAP2
GLUTAMINE_FAMILY_AMINO_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLUTAMINE_FAMILY_AMINO_ACID_METABOLIC_PROCESS GCLC ALDH18A1 GLUD2 GLUD1 ASL GCLM ARG1 PYCR1 GAD2 ALDH4A1 ASRGL1 DDAH2 DDAH1 GAD1
REGULATION_OF_INTERFERON_GAMMA_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_INTERFERON_GAMMA_BIOSYNTHETIC_PROCESS INHBA CEBPG IL27 CD276 TLR3 IL12B INHA TLR7 EBI3 TLR8 TLR9
SEXUAL_REPRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/SEXUAL_REPRODUCTION SLC22A16 CGB GNPDA1 HMGCR JAG2 PTTG1 DNAJB13 BMP15 CSNK2A2 PRKACG DDX25 ADAM2 OR7C1 GDF9 IZUMO1 CCNA1 SUN5 PICK1 CRISP1 SPAG1 LIG3 SPA17 BCL2L10 NME5 SPAG9 REC8 WBP2NL SYCP3 SPAG6 TCFL5 SPAG4 TESK1 TESK2 BPY2 MST1R WFDC2 XRN2 AKAP3 PNMA1 AKAP4 DEAF1 ACR BCL2L2 CHEK1 SYCP1 DAZAP1 RPL10L OAZ3 DUSP13 NPM2 HOXA10 SPAM1 AXIN1 ADAM28 ABCB9 ADAM29 MEA1 GGN RBMY1A1 CLGN CDY2B TSGA10 ADAM20 ADAM21 VCX UBXN8 INSL3 SMCP DEDD PRKAG1 NR6A1 MOV10L1 YBX2 PARN DYNLL1 SERPINA5 RPL39L KHDRBS3 ZP2 FOXJ1 HIST1H1A MORC1 FSHR OR10J1 THEG VCX3A PROK2 HIST1H1T VCX3B MAST2 EREG ADAM18 IFT81 RUVBL1 DMC1 FSHB PKDREJ H1FNT DNAH9 TSPY1 USP9Y USP9X GPR64 XKRY SPO11 CD9 DNALI1 SPANXA1 CDYL CCT6B CEP57 HSPA2 SPAG11B LEFTY2 CD4 SPATA4 DAZL HSF2BP PPAP2A PPAP2B BRD2 DAZ2 SOX30 TRIM27 TNP1 MTL5 RACGAP1 SOD1 BAX MYCBPAP PRM1 NLRP14 PRM2 PTCH2 BMPR1B CDY1 TSSK3 TSSK6 TOB2
INTERPHASE http://www.broadinstitute.org/gsea/msigdb/cards/INTERPHASE E2F1 DBF4 FOXO4 LATS1 LATS2 CUL3 CUL2 ACVR1B CUL5 CDKN2A GFI1B DDX11 CDKN2B CDKN2C CDKN2D CDK10 CDCA5 CUL1 KHDRBS1 CDC7 CDC6 ANAPC5 POLE ANAPC4 SKP2 TBRG4 CDK6 RB1 CDK4 FOXN3 CDK2 SPDYA INHBA CHMP1A TIMELESS CDK2AP1 USH1C KPNA2 MAP3K11 ACVR1 BCAT1 PPP6C TIPIN POLA1 ANAPC10 RCC1 PRUNE2 KRT7 KATNA1 GFI1 PTPRC TAF1 CENPF CDC23 BIRC5 TPD52L1 CDKN3 CDC25C CDKN1C CDKN1A CDKN1B GSPT1 CUL4A POLD1 MYO16 APBB2 ABL1 APBB1
NEGATIVE_REGULATION_OF_ANGIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_ANGIOGENESIS COL4A3 COL4A2 PML NPR1 PF4 TNNI3 FOXO4 SPINK5 PLG SERPINF1 STAB1 IL17F NPPB
MONOCARBOXYLIC_ACID_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/MONOCARBOXYLIC_ACID_TRANSPORT SLC16A3 SLC16A2 SLC16A5 SLC16A1 AKR1C4 SLC16A4 SLC16A7 SLC16A6 SLC16A8 AKR1C1
EPITHELIAL_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/EPITHELIAL_CELL_DIFFERENTIATION ELF3 UPK1A UPK1B EHF KRT3 KRT4 UPK3A SPINK5 UPK2 DMBT1
TISSUE_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/TISSUE_DEVELOPMENT CASR BTD S100A7 FST CRABP2 BTK TGFB2 DSPP PLOD1 CTGF APOA5 KRT85 TWIST2 KRT83 MATK UGCG FOXN1 MGP KRT13 VAX2 KRT10 PROX1 SCEL IL20 PTHLH NME2 KRT17 ATP2C1 KRT16 KRT15 KRT14 TFAP2A DSP LAMC2 COL1A1 LAMC1 EDA EMP1 ACHE OSTF1 RBP2 HOXB13 ATP6V1B1 AHSG TCF21 T LAMB3 IL17F RUNX2 SRGN MEST BMP4 IKZF3 BMP1 IKZF1 DMP1 BMX KRT31 SMAD2 KRT34 ANKH KRT32 LAMA3 ATP2A2 SMURF1 GHSR FABP5 TCF15 KLF4 ASPRV1 PPARD FGF7 ZNF675 GLI2 CDSN SPINK5 GLI1 ALOX12B TIE1 COL11A1 ALX1 DHCR24 STS STX2 FLOT2 PTF1A CDK6 WAS SLIT2 EVPL EYA2 HOXC11 KRTAP5-9 GHRL ACVR1 KRT6A KRT6B RTN4RL1 STATH TRIM15 ALDH3A2 KRT9 DCT COL17A1 KRT5 COL7A1 POU2F3 KRT1 KRT2 TGM3 RTN4RL2 TGM5 CALML5 ERCC3 ERCC2 ZBTB7B KLK7 TBX6 SECTM1 KLK8 TBX3 COL13A1 KL HCK KLK5 NF1 GJB5 SPARC SNAI2 COL5A2 SPRR1A CASP14 SPRR1B BNC1 GDF11 JAK2 PTCH2 ATP6V0A4
CARBOHYDRATE_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/CARBOHYDRATE_TRANSPORT SLC5A1 ITLN1 SLC37A4 SLC35A1 SLC35A2 SLC35A3 EDNRA SLC2A8 GH1 PEA15 SLC2A5 SORBS1 PPBP SLC2A4 SLC2A3 INS SLC2A2 SLC2A1 SLC35B4
RESPONSE_TO_STEROID_HORMONE_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_STEROID_HORMONE_STIMULUS CALCR KRT19 GSTM3 GATA3 BRCA2 GHRL ABCA2 CRIPAK CD24 BRCA1 PDCD7
MUSCLE_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/MUSCLE_CELL_DIFFERENTIATION KCNH1 BMP4 ACTA1 TBX3 MYEF2 MYOZ1 CBY1 MBNL1 TTN FOXO4 NOTCH1 SYNE1 KRT19 EREG MAPK12 MYH11 GLMN CACNA1H ADAM12 IFRD1 BOC IGFBP3
CYTOKINE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CYTOKINE_METABOLIC_PROCESS IL18 TLR1 TNFSF15 TLR3 TNFRSF8 TLR4 TLR6 TLR7 TLR8 TLR9 AZU1 APOA2 NOD1 IL17F SFTPD BCL3 LTB EBI3 SPN CD28 IL4 BCL10 IL6 PRG3 IL27 CEBPG IL9 CD276 INHA FOXP3 SIGIRR INHBB INHBA MAST2 EREG NLRP12 GLMN GHRL IRF4 IL12B ELANE GHSR
SUPEROXIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/SUPEROXIDE_METABOLIC_PROCESS NOX4 NOS2 APOA4 NOX5 PRG3 PREX1 CCS SOD1 SOD2 MT3
REGULATION_OF_G_PROTEIN_COUPLED_RECEPTOR_PROTEIN_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_G_PROTEIN_COUPLED_RECEPTOR_PROTEIN_SIGNALING_PATHWAY GIT1 RIC8B RGS16 RGS14 ADRB3 PLCE1 RGS20 ADRB2 RGS11 RGS12 RGS2 RGS3 RGS4 RGS5 GRK6 GIT2 GRK4 RGS9 GRK5 GNG4 RAMP1 GNG7 GRK1
REGULATION_OF_TRANSLATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSLATION METAP1 EIF2C1 TLR1 EIF5 EIF5A TLR3 EIF2A TLR4 TLR6 TLR7 IL10 TLR8 TLR9 YBX2 APOA2 DDX25 HRSP12 EIF1 EIF2B2 LTB SAMD4A EBI3 SPN EIF2B5 BCL10 PRG3 IL29 IL27 NDUFA13 EIF1B INHA BOLL SIGIRR INHBB INHBA EIF4A3 EIF4G2 EIF4G3 EIF2AK1 MAST2 EREG TRNAU1AP MTRF1 EIF4A2 BACE2 HSPB1 GHRL IL12B EIF2AK3 EIF2AK4 TNFRSF8 IGF2BP2 MTIF2 MTIF3 NECAB3 PAIP2B AZU1 EIF3C EIF3D EIF3A EIF3G EIF3H EIF3E KRT7 EIF3F IL17F SEPSECS SFTPD BCL3 DAZL EIF3I EIF3J CD28 IL4 DAZ1 IL6 UPF1 PAIP2 CEBPG IL9 CD276 ETF1 FOXP3 FURIN EIF4B TSC1 EIF4H NLRP12 GLMN IRF4 GHSR ELANE APBB1
AMINO_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINO_ACID_METABOLIC_PROCESS BCKDK AMT SLC7A8 SLC7A9 GGT1 SLC7A4 SLC7A5 IDO1 SLC7A6 GLDC SLC7A7 FAH GOT2 GSS MCCC2 WARS MSRA ASPA TYR GOT1 SCLY PLOD1 MAT1A HDC GSTZ1 DDAH2 DDAH1 HPD ALDH6A1 YARS PEPD DARS AARS QDPR GGT5 SLC3A1 CDO1 DDO SARS2 PYCR1 SDS RARS SMS BCAT1 GCLC ALDH18A1 GLUD2 FARS2 GLUD1 NFS1 PAH ASL GCLM KARS GLS2 DCT ARG1 GAD2 MTHFR ALDH4A1 ASRGL1 GCSH MARS2 AIMP1 PTS GAD1 BCKDHA BCKDHB SLC6A14 HGD ADI1 ATF4 BAAT SLC7A2 SLC6A6 MAT2B FPGS SLC25A15
PHOTORECEPTOR_CELL_MAINTENANCE http://www.broadinstitute.org/gsea/msigdb/cards/PHOTORECEPTOR_CELL_MAINTENANCE IQCB1 RDH12 NPHP3 CLRN1 USH1G USH1C PCDH15 USH2A GPR98 CDH23
RESPONSE_TO_XENOBIOTIC_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_XENOBIOTIC_STIMULUS CYP3A4 UGT1A6 UGT1A9 NR1I2 AS3MT UGT2B11 UGT2B4 UGT2B15 NQO1 UGT2B28 AHR S100A12
INTERLEUKIN_8_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/INTERLEUKIN_8_BIOSYNTHETIC_PROCESS BCL10 APOA2 NOD1 PRG3 IL17F BCL3 TLR4 ELANE TLR7 TLR8
DEFENSE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/DEFENSE_RESPONSE KLRC4 KLRC2 ADORA3 KLRC3 CADM1 S100A8 AIF1 S100A7 S100A9 HDAC7 ADORA1 CFP CD48 LILRA1 LILRA2 LILRA3 LTB4R CHRNA7 IFNK F11R CRTAM C5AR1 NCF2 NCF1 VPS45 DCDC2 COLEC12 CD40 CCR9 WFDC12 LILRB2 CCR7 CCR6 CCR5 LILRB5 CD40LG CCR4 LILRB3 CCR3 CX3CR1 CCR2 MST1R PLA2G2E CLEC5A PLA2G2D LALBA TPST1 AFAP1L2 AHSG IL17C IFNA2 LGALS3BP RAC1 VEZF1 BLNK TYROBP CAMLG BECN1 IL1RL2 CD300C CD5L KIR2DS3 AGER S100A12 APOL3 FPR2 PARP4 GHSR ABCF1 ELF3 IL28RA BNIP3 NFKB1 NOS2 CFHR1 NOD2 NOD1 ZNF148 CCL3L3 IL1RAP XCR1 SPACA3 APCS LY96 CAMP CD160 LYZ PSG3 WAS SIGIRR INHBB CLEC1A INHBA ALOX15 PSG8 KLRG1 EREG OR2H2 IL12A PLA2G7 GAGE8 IL12B CLEC1B CXCL1 PRF1 NMI CCR1 C5 CXCL2 CXCL9 CXCL6 GPR68 MLF2 CCL26 CCL24 AZU1 CCL22 CCL23 CCL20 MEFV CCL21 IL10RB BCL2 ALOX5AP DEFB118 C2 PTX3 IL4 LY75 IL5 IL8 IL9 CYP4F11 STAB2 CD1D LSP1 CCL11 ORM1 CCL13 P2RY11 CD19 STAB1 BNIP3L AOX1 SELE ORM2 MICB MICA PGLYRP1 TLR3 IL13 APOBEC3G ANKRD1 TLR6 CXCL11 TLR7 APOBEC3F TLR8 TGFB1 CXCL10 IL17RB APOA4 NLRC4 PAGE1 PGLYRP4 GATA3 PGLYRP2 PGLYRP3 CSF3R S1PR3 MX1 MX2 SPN IL1A BCL10 IL29 RELA GNLY SOCS6 FOXN1 HLA-B CDO1 HLA-G TRAT1 SP140 IL20 GAGE1 TNFAIP6 TIAL1 LYST MNDA RIPK2 NFE2L1 KIR2DL4 KIR3DL2 C3AR1 CCL3 CYSLTR1 ADORA2B ADORA2A UMOD IL32 CX3CL1 DEFB127 CCL5 PTPRCAP PYDC1 ITGB1 CCL4 SFTPD TFF3 AIMP1 DEFB1 ITK HDAC5 HDAC4 HDAC9 TPSAB1 TACR1 CRP PRDX5 HP CD97 FOS CXCR4 AOAH MGLL HCP5 LBP FOSL1 TNIP1 NFX1 IRAK2 KNG1 IL18RAP CHST2 NLRP3 NCR2 NCR1 CD84 CD83 TARBP2 CD81 FAIM3 GHRL PTAFR AOC3 MBL2 RSAD2 TNFRSF1A HRH1 KRT1 NFATC4 NFATC3 SCG2 NOX4 TCIRG1 PTPRC CEBPB NFRKB DEFB103A CEBPG RNASE6 ANXA1 MICU1 KCNN4 CXCR2 CYBB MPO DMBT1
FATTY_ACID_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/FATTY_ACID_BIOSYNTHETIC_PROCESS PTGES3 PRG3 FADS1 PTGS1 MCAT FADS2 CD74 BRCA1 MIF OXSM PTGDS LTA4H HPGD DEGS1
CALCIUM_MEDIATED_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/CALCIUM_MEDIATED_SIGNALING EGFR PIKFYVE NUDT4 IL8 SLA2 SPHK1 TRAT1 BTK CAMKK2 LAT CDH13 LAT2 PLCE1 NMUR1 NMUR2 RGN
I_KAPPAB_KINASE_NF_KAPPAB_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/I_KAPPAB_KINASE_NF_KAPPAB_CASCADE RPL17 SLC44A2 VAPA TBK1 TSPAN6 TNFSF15 TNFSF14 TLR6 MAP3K7 NLRC3 TMEM9B MYD88 MIER1 BUD31 GPR89A EDARADD BCL10 BST2 GOLT1B RELA FADD CD40 TRIM38 VOPP1 ATP2C1 MIB2 RIPK2 ERC1 TNFAIP3 NEK6 IRAK1BP1 PPP5C TRAF2 LITAF PTPLAD1 UBE2V1 CXXC5 TAB2 OTUD7B TRAF6 TRAF5 CFLAR CARD8 CARD9 LGALS1 NDFIP1 NDFIP2 MALT1 ECM1 LGALS9 TRADD TRAF3IP2 IKBKE APOL3 TNFSF10 NUP62 PLK2 IKBKG TRIP6 SLC20A1 PRDX4 FASLG GJA1 ZNF675 MUL1 SHISA5 CANT1 NOD2 NOD1 HMOX1 CASP8 TICAM1 TICAM2 RHOA TMEM101 RHOC CASP1 CHUK RHOH IRAK2 IRAK1 LTBR WLS ECT2 FLNA CARD10 UBE2N ZDHHC17 TNFRSF10B RIPK1 ZDHHC13 EEF1D MAVS PPM1A TFG TRIM13 FKBP1A TNFRSF1A TMED4 REL MAP3K3 SLC35B2 SQSTM1 PLEKHG5 BCL3 CC2D1A SECTM1 STAT1 BIRC2 NLRP12 FAF1 HTR2B TIAF1 F2R
NUCLEOSOME_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOSOME_ASSEMBLY RSF1 SET SMARCA5 NAP1L1 NAP1L3 NAP1L2 CHAF1A NAP1L4 CHAF1B ASF1A
ACTIN_FILAMENT_BASED_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/ACTIN_FILAMENT_BASED_PROCESS MTSS1 PRKG1 TTN CXCL12 PACSIN2 PLA2G1B MYO6 ROCK1 MYH7 MYH6 MYH9 NEBL ARPC1A TNNT2 RND3 KRT19 RND1 ATP2C1 TESK2 DBN1 DST FGD2 MYL6 FGD1 SSH1 MRAS SSH2 ARF6 ARPC4 MYO9B ARPC5 LLGL1 DOCK2 CDC42EP2 RAC3 RAC1 ADRA2A ARAP1 FGD5 FGD6 ARHGEF10L CDC42EP5 FGD4 ARHGDIB TAOK2 FSCN2 MYO1E FSCN1 ARFIP2 MYOZ1 EVL EPB49 CDC42BPG TSC1 MYH11 CDC42BPA SPTA1 GHSR ABL1 MYH10 CDC42BPB RHOJ LIMA1 WASF3 NUAK2 PREX1 WASF1 BCAR1 WASF2 LATS1 DSTN CDC42 PDPK1 DYNLL1 ANG GSN RHOA RHOF DLG1 ARHGEF2 CCDC88A ACTA1 LIMK1 VIL1 ARHGEF17 FLNB FLNA ELMO1 NCK2 NCK1 SCIN CFL1 GHRL TMSB4Y WASL CXCL1 SHROOM1 SHROOM2 PLEK2 SORBS3 EZR SORBS1 MYL6B WIPF1 RASA1 CYTH2 TNXB NF2 NF1 RICTOR RACGAP1 CAPG AMOT KPTN CRK
TUBE_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/TUBE_DEVELOPMENT KCNMB4 BCL10 GCLC PDPN NKX2-6 LMO4 KEL VANGL2 CELSR1 SOD1 GLI2 GCLM TINAG SHH KCNMB2 CALCA NOTCH4 SFTPD
CELL_CYCLE_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELL_CYCLE_PROCESS XRCC2 AURKA CDC16 CUL3 CUL2 CUL5 DDX11 STAG3 CCNA1 CDCA5 CCNA2 CUL1 ANAPC5 RAN RINT1 ANAPC4 POLE LIG3 SKP2 TBRG4 ESPL1 PIM2 DCTN3 BOLL SUN2 DCTN2 RAD1 REC8 MAD2L1 ZWINT CNTROB MAD2L2 NEK6 NEK2 MRE11A CHEK1 RCC1 PIN1 DUSP13 SAC3D1 FBXO5 PBRM1 ARAP1 PAPD7 SSSCA1 CDC23 TPD52L1 NDC80 CDC27 RAD54L ATM NOLC1 RAD54B LATS1 LATS2 TRIAP1 GFI1B CEP250 TGFA TAF1L CDC7 CDC6 TPX2 RAD52 RAD50 RAD51 INHBA CHMP1A EREG TOP3A USH1C MAP3K11 BCAT1 PPP6C POLA1 PML CETN3 CETN1 SPO11 NUMA1 NCAPH BUB1 CD28 PDS5B BIRC5 CCP110 CDKN3 MPHOSPH9 EPGN CIT APBB2 MPHOSPH6 APBB1 PRC1 DBF4 KNTC1 TTK PKMYT1 TTN FOXO4 TGFB1 RAD21 CDKN2A CDKN2B CDKN2C CDKN2D TARDBP TUBG1 FOXN3 TIMELESS CLIP1 AKAP8 STMN1 RAD17 PPP5C PAM TIPIN ANAPC10 ANLN ANAPC11 SYCP1 PRUNE2 RAD51B NPM2 KATNA1 NPM1 TUBE1 RAD51D GML EGF TAF1 CKAP5 BRCA2 SUGT1 CDKN1C CDKN1A CDKN1B PLK1 POLD1 MYO16 SMC1A ABL1 MYH10 E2F1 KIF23 KIF22 KIF25 NBN KIF2C ACVR1B NDE1 DLGAP5 PCBP4 PRMT5 CDK10 ZW10 KHDRBS1 KIF11 KIF15 NUSAP1 CDK6 RB1 CDK4 UBE2C CDK2 SPDYA SASS6 CDK2AP1 BUB1B MDM4 DMC1 CHFR KPNA2 ACVR1 BRSK1 HSPA2 KRT7 CDK13 PAFAH1B1 GFI1 PTPRC MSH5 MSH4 CENPF CENPE RACGAP1 CDC25C SMC3 LEPREL4 SMC4 CDC25B CUL4A GSPT1
FATTY_ACID_OXIDATION http://www.broadinstitute.org/gsea/msigdb/cards/FATTY_ACID_OXIDATION CPT1B PPARA HACL1 PPARD ACADM ECH1 ACADS ADIPOR2 ECHS1 ADIPOR1 PPARGC1A CPT1A HADHB ACADVL HAO1 HAO2 BDH2 ALOX12
PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/PRODUCTION_OF_MOLECULAR_MEDIATOR_OF_IMMUNE_RESPONSE IL4 TRAF2 PTPRC DEFB103A MALT1 TNFSF13 FOXP3 TGFB1 MAP3K7 APOA2 APOA1 CD40LG TRAF6
SPHINGOLIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/SPHINGOLIPID_METABOLIC_PROCESS ENPP7 SGMS2 ST8SIA1 PPT1 ST8SIA3 SGMS1 CERS5 ASAH1 ASAH2 ST6GALNAC6 SERINC1 CERK NSMAF B4GALNT1 CLN3 SGPL1 SPTLC1 PSAP UGCG SPHK1 LARGE GLA CERS1 ST8SIA5 NEU3 SMPD4 SMPD3 SMPD2 CLN6
NEGATIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS ARHGEF2 LIMA1 GSN CAPG KATNB1 CLASP1 ARAP1 MAPRE1 TMSB4Y MID1IP1 APC
INTRA_GOLGI_VESICLE_MEDIATED_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/INTRA_GOLGI_VESICLE_MEDIATED_TRANSPORT COG3 COPB2 COPG2 NAPG COPB1 COPZ1 STX16 NAPA OPTN GOSR1 COPE COG2
BEHAVIOR http://www.broadinstitute.org/gsea/msigdb/cards/BEHAVIOR CASR HRAS ADCY8 CRHBP OBP2B CXCL11 ZIC1 CXCL12 IL10 TGFB2 CXCL10 AGTR2 HTR1A APOE GALR3 GALR2 RALA SPN SYK PLD1 C5AR1 PIK3CB PMCH UBR3 PLAUR CCR9 MAPK1 CCR8 CCR7 CCR6 CCR5 CCR4 CCR3 CX3CR1 CCR2 ABAT CARTPT DEFA1 DYNLRB1 CCL1 CCL3 CCL2 DRD3 PPYR1 CCL8 ITGB2 CX3CL1 CCL5 CCL7 HCRTR2 HCRTR1 DOCK2 KAL1 CNR1 CKLF CNR2 SFTPD AIMP1 AGRP IL1RAPL1 DEFB1 NOVA1 DEFB4A MAP2K1 HTT MAOA S100B CXCL14 NPY CXCL13 NPW LTB4R2 FPR2 PYY GHSR XCL1 PLAU MTNR1A OPRM1 TAS2R1 MCHR1 CCKAR TAS2R5 TRPV1 TACR1 CXCR3 CCRL2 CXCR4 SAA1 NMUR2 DLG4 XCR1 FGF2 FOSL1 CCRL1 CCKBR RALBP1 CMKLR1 FOSB SLIT2 PROK2 PTGDS GHRL PTAFR CXCL1 CXCL5 OPRK1 NPY2R CXCL2 C5 CXCL9 FPR1 PF4 CXCL6 HPRT1 CCL28 CCL27 CCL26 CCL24 CCL25 CCL22 CCL23 CCL20 CCL21 CCBP2 ACSL4 LECT2 SCG2 PPP1R17 IL4 KLK8 RNASE2 IL8 NF1 CCL19 BRS3 CCL16 SOD1 CCL15 CCL18 CCL17 LEP GCG CCL11 CDH13 CXCR2 CCL13 FYN MAPK14 MC4R CRH HTR2C VLDLR
REGULATION_OF_PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROTEIN_METABOLIC_PROCESS EIF2C1 AURKAIP1 ATP6AP2 LTBP4 TLR1 EIF5 EIF5A TLR3 TLR4 TLR6 CXCL12 TLR7 SHH TGFB1 IL10 TLR8 IL31RA TLR9 APOA2 ATG7 DDX25 TDGF1 HRSP12 EIF1 EIF2B2 SAMD4A SPN EBI3 DNAJC1 EIF2B5 EGFR BCL10 GTPBP4 IL29 IL27 SOCS1 PPARGC1A BOLL TRAT1 IL20 EIF2AK1 BACE2 RNF139 HSPB1 EIF2AK3 EIF2AK4 ITLN1 KATNB1 IGF2BP2 ITGB2 ARF6 MTIF2 MTIF3 TIMP1 EIF3C IRAK3 EIF3D CDC42EP2 EIF3A EIF3G INS EIF3H EIF3E IL17F EIF3F SFTPD CLASP1 EIF3I EIF3J ANGPTL3 UBE2D1 CDC42EP5 BMP4 PAIP2 CD276 FOXP3 FURIN BRCA1 EIF4B AKTIP TSC1 EIF4H GLMN HGS TNK2 GHSR IL22RA2 LIMA1 METAP1 EIF2A LATS1 YBX2 CDC42 NDUFS4 TPP1 GSN CLCF1 MAPT LTB ARHGEF2 CCDC88A PRG3 LYN CCDC88C NDUFA13 EIF1B PRKCG INHA MID1IP1 SIGIRR INHBB UBE2N NCK2 EIF4G2 INHBA EIF4A3 CCND1 EIF4G3 CARD14 MAST2 CD80 EREG CCND3 CCND2 TRNAU1AP NCK1 TPPP EIF4A2 MTRF1 CD81 IL12A MDM2 GHRL IL12B MAPRE1 MDM4 TMSB4Y CLN6 EGLN2 TNFRSF8 HCFC1 NECAB3 STUB1 PAIP2B AZU1 SET REN KRT7 SEPSECS BCL3 DAZL RASA1 APC CD28 IL4 IL3 DAZ1 IL6 UPF1 IL5 NF2 HCLS1 CEBPG IL9 ETF1 CAPG NLRP12 PPP2R4 FAF1 IRF4 ELANE IGFBP3 APBB1
REGULATION_OF_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_SIGNAL_TRANSDUCTION ALS2 RPL17 VAPA CITED2 MYD88 GIT2 ABRA GNG4 GNG7 CD40 RIC8B BRAP THY1 ATP2C1 VOPP1 NEK6 ARF6 AFAP1L2 TAB2 ADRB3 RAC1 IL17F ARAP1 ARAP3 MDFI GIT1 TAOK2 LGALS1 TAOK3 NDFIP1 SMAD4 CIDEA NDFIP2 SMAD3 SMAD2 TPD52L1 TAX1BP3 ECM1 LGALS9 APOL3 NOTCH2 CBLC CDC42BPG NUP62 RGS2 RGS3 RGS4 RGS5 CDC42BPA GRK6 HGS GRK4 GRK5 SMURF1 RGS9 ENG GRK1 CDC42BPB SLC20A1 ZNF675 GJA1 TP63 PTEN CANT1 GLI1 NOD2 NOD1 TICAM1 TICAM2 TGFA TMEM101 LTBR LYN NFAM1 WLS FLNA SIGIRR AMBP GRM4 INHBA NCK2 ZDHHC17 SIK2 TNFRSF10B EREG RIPK1 ZDHHC13 IL12A EEF1D TRIM13 TFG FKBP1A SQSTM1 PLEKHG5 VWC2 CD24 CC2D1A CD27 NLK HCLS1 IGF1 RICTOR BIRC2 CDH13 SOST EPGN EEF1E1 NLRP12 HTR2B SLC44A2 ATP6AP2 TBK1 TSPAN6 ZIC1 TLR6 TGFB1 IL31RA DMPK TMEM9B CDKN2B MIER1 MDFIC TDGF1 RGN BUD31 GPR89A BCL10 BST2 IL29 GOLT1B RELA SOCS1 FADD TRAT1 IL20 TRIM38 PLCE1 MIB2 RIPK2 TNFAIP3 PPP5C FGD2 FGD1 EID2 LITAF SNX6 UBE2V1 CXXC5 PEG10 OTUD7B TRAF7 TRAF6 FGD5 EGF FGD6 TRAF5 FGD4 CFLAR CARD8 CARD9 MALT1 TRADD TRAF3IP2 CDKN1C IKBKE TNFSF10 PLK2 TSC1 CDKN2AIP IL22RA2 FASLG MUL1 SHISA5 ACVR1B CLCF1 HMOX1 CASP8 RHOA RHOC SHC1 CASP1 RAMP1 RHOH RALBP1 SLA2 OTX2 PIGU ARHGAP27 ECT2 UBE2N MFN2 ACVR2A ACVR2B ADRB2 HIPK2 ACVR1 MAVS PPM1A TNFRSF1A TMED4 RGS11 RGS12 MAP3K3 REL RASGRP4 SLC35B2 REN PTPRC SECTM1 NF2 DTX1 NF1 EDA2R CBY1 FRZB RGS16 RGS14 RGS20 MAPK8IP2 MAPK8IP3 MAPK8IP1 F2R
MITOTIC_SISTER_CHROMATID_SEGREGATION http://www.broadinstitute.org/gsea/msigdb/cards/MITOTIC_SISTER_CHROMATID_SEGREGATION PAM KIF25 PDS5B CDC23 NUSAP1 ESPL1 CENPE NDC80 SMC4 CHMP1A NCAPH DDX11 ZWINT SMC1A CDCA5 ZW10
POSITIVE_REGULATION_OF_IMMUNE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_IMMUNE_RESPONSE TRAF2 MBL2 CADM1 BCAR1 TLR8 TGFB2 CFHR1 MAP3K7 KRT1 C2 IFNK TRAF6 PTPRC CRTAM IL29 SLA2 MALT1 NFAM1 TRAT1 CD1D THY1 UBE2N LAT2 EREG FYN IKBKG IL12A IL12B CD79A
NEGATIVE_REGULATION_OF_PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_PROTEIN_METABOLIC_PROCESS LIMA1 KATNB1 IL10 PAIP2B TIMP1 CDC42 APOA2 SET INS GSN SFTPD BCL3 CLASP1 DNAJC1 APC GTPBP4 ARHGEF2 IL6 NF2 PRG3 PAIP2 SOCS1 NDUFA13 PRKCG INHA MID1IP1 FOXP3 FURIN TRAT1 SIGIRR INHBB INHBA EIF4A3 EIF2AK1 TSC1 BACE2 CAPG NLRP12 GHRL PPP2R4 MDM4 TMSB4Y MAPRE1 GHSR ELANE IGFBP3 APBB1 EIF2AK3
VITAMIN_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/VITAMIN_TRANSPORT GC SLC22A16 CUBN PDPN TCN2 SLC19A1 TCN1 FOLR3 FOLR2 FOLR1 SLC22A4 SLC22A5 SLC46A1
REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION EGFR IL3 IL5 NF2 LYN IL29 HCLS1 SOCS1 ITGB2 IL20 IL31RA CD80 CLCF1 CD81 TDGF1 IL12A TNK2 IL22RA2
REGULATION_OF_GENE_SPECIFIC_TRANSCRIPTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_GENE_SPECIFIC_TRANSCRIPTION ATF6 HNRNPAB BMP2 BPTF TRIM28 SPI1 PEX14 RORB SMARCA1 ARHGEF10L SCAP
POSITIVE_REGULATION_OF_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_TRANSPORT NCBP2 ORAI1 SPACA3 ITLN1 CBL TNFSF14 SMAD3 STIM1 PPT1 CDH1 LDLRAP1 FLNA AHSG AZU1 GATA2 GCK GHRH GSK3B NLRP12 SFTPD CARTPT GHRL TRIP6
TRANSCRIPTION_INITIATION http://www.broadinstitute.org/gsea/msigdb/cards/TRANSCRIPTION_INITIATION E2F2 E2F3 RSF1 MED24 MED23 TBP GTF2E1 GTF2E2 MAZ MED26 MED27 GTF3C4 TAF2 SNAPC5 BRF1 TAF5 MED12 CDK9 MED14 MED13 CDK7 PPARGC1A MED7 MED4 MED30 PTRF MED16 GTF2I GTF2F1 MED17 NCOA6 THRAP3 GTF2F2 SMARCA5 MED1
AMINO_ACID_DERIVATIVE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINO_ACID_DERIVATIVE_METABOLIC_PROCESS P4HB CCBL1 SNCAIP PRG3 GATM ALDH5A1 HPRT1 CDO1 BBOX1 IDO1 TGFB2 OAZ2 OAZ1 DIO2 COLQ SULT1B1 ASMTL ETNK1 GAMT MAT2B DHPS DIO1 SLC5A7 SMS
PHAGOCYTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/PHAGOCYTOSIS SPACA3 ADORA2A GULP1 COLEC12 ADORA1 ELMO1 AHSG AZU1 CORO1C GATA2 DOCK1 FCN2 FCGR1A FCN1 SFTPD CLEC7A CD14
NEGATIVE_REGULATION_OF_CELLULAR_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELLULAR_PROCESS DLC1 AIF1 MXI1 ZNF254 CIAPIN1 MAGED1 CUL3 EPC1 CUL2 CUL5 ZNF396 FAS DDAH2 CUL1 MAP2K6 CGRRF1 OPA1 BRAF CRYAA CRYAB KDM5B ZHX1 MECP2 ZHX2 ZHX3 BRAP BCL2L10 THY1 SSTR4 SSTR5 NME5 NME2 SSTR2 SIRPG SSTR3 EIF2AK1 ADAMTS8 ZNF238 SSTR1 NME1 BACE2 TGIF1 MAPK8 ATPIF1 ADAMTS1 EIF2AK2 MYO18A EIF2AK3 TNFRSF6B DCBLD2 PPP2R3B NFKBIE BCL2L2 PPT1 CDHR2 ARF6 HSPA1B BCL2L1 VPS72 PEA15 NPHP3 ADRB3 HEXIM2 HEXIM1 RAC1 CDC123 ARAP1 ARAP3 DMBX1 KLF12 PAIP2 PHB KLF10 KLF11 SPHK1 TAOK3 GAS1 ATR GAS8 GAS7 RERG BFAR TONSL HGS SMURF1 OPRM1 RTN4 LIMA1 HTATIP2 NUAK2 FAM3D GLRA1 SPI1 BNIP3 TP63 ZNF675 DAXX ZNF345 LATS1 LATS2 BNIPL ZNF350 ZNF148 SERTAD3 MYC USH2A SERTAD2 ZNF281 ATF7IP CDC6 CLN3 ARHGEF2 CDK1 TP53 NDUFA13 TLE1 FOSB GPR98 MXD4 JMY INHBB SERPINB9 EIF4A3 NCK2 INHBA BNIP1 EREG CLIC4 BNIP2 ZNF136 SERPINB2 FOXC1 TMSB4Y NSD1 ALOX12 ZMYND11 PML RTKN ABI1 ZNF177 ZNF174 MAGI2-IT1 CCL23 CDC45 PER1 SUPT4H1 RASA1 FOXD3 IL4 IL3 IL6 IL8 IL7 TRIM27 ZNF24 TNP1 PHF12 PLG ZNF157 CDH13 SOST GLA RASSF1 GSK3B BNIP3L NLRP12 HPGD IL2 BARD1 BMP10 CNOT8 ZAK TNFSF15 OSGIN1 RBFOX2 TNFSF18 TCEAL1 TGFB1 IL10 IL11 VCL TGFB2 APOA2 CDKN2A CDKN2B PACSIN3 CDKN2C CDKN2D TDGF1 TGFBI IL1B IL1A DNAJC1 API5 BCL10 ZNF593 IL29 DFFA RELA STIM2 ACTN1 HBXIP CSDA PA2G4 SMARCE1 TIMELESS TNFAIP8 HSPB1 TNFAIP3 ARHGDIG EID1 HMGB1 EID2 CCL2 IFITM1 STK11 SESN1 TIMP1 VDR PEG10 MIA3 AKT1S1 MEIS2 PRKRA OTUD7B AIMP1 B4GALT7 ARHGDIA HELLS ANGPTL4 ZNF423 ARHGDIB CREBZF FURIN UIMC1 HDAC5 CDKN1C CDKN1A HDAC3 CDKN1B TSC1 HDAC1 CDKN2AIP SMARCC2 FABP3 MYO16 ADRA1A FABP7 HDAC8 PDZD3 FABP6 E2F1 IER3 NBN RSF1 ARID4A E2F6 DEDD RPRM BAP1 ZNF202 PRDX2 CTCF PAWR CDC42 WARS CASP3 CLCF1 PAX7 RHOB DLG5 NDUFS3 NRG1 CDK5RAP1 RHOH NFX1 IP6K2 DLG1 KNG1 ARID5B SLA2 ARID5A CDK6 MID1IP1 RB1 DHRS2 PPM1G ADRB2 PPM1D ERN1 ERN2 CNTN4 MAPRE1 TM4SF4 ACVR1 SRSF10 BCLAF1 NDN PF4 ASNS DEC1 PAIP2B IGF1R ORC2 TSPYL2 DAD1 B4GALNT2 GPNMB TERF2 HSPA9 NOX4 COL4A3 KLK8 NF2 VHL NF1 ANXA1 ANXA5 FRZB ANXA4 PPP1R9B HSP90B1 GCK CUL4A ID2 ID1 BAX ID4 FAF1 ID3 ELANE RARRES3 RARRES1 FST SNCA SHH SIN3A WWP1 SUPT5H TWIST2 TWIST1 GTPBP4 PIM1 TBRG4 RAD9A TMX1 RND1 KRT18 PIAS4 ALOX15B CD40LG TXNDC5 CD33 TBRG1 VEGFA MNT PRDM1 TGFB1I1 SUDS3 IQCB1 ENPP7 CHEK1 CD74 UHMK1 LIF PLAGL1 NR1H2 DRAP1 BAI1 CDA BCOR NKX2-5 TCF25 BMP4 COL18A1 NKRF MDFI HMGB1P10 BMP2 BECN1 TP53BP2 RYBP S100A11 SMAD4 SMAD3 CIDEA SMAD2 TAX1BP3 UBP1 TAX1BP1 CBLC NOTCH2 NOTCH1 NR1I2 RNF7 SFRP1 NUP62 ETS1 NOTCH4 JAZF1 SRSF12 UTP20 BMP7 RBPJ GHSR PRKRIR KLF4 DLEC1 ZBTB32 PPARD ACVRL1 NFKB1 TERF2IP ZEB1 HSBP1 GLI2 PTEN CDT1 GPX1 TRIAP1 BAG4 CGREF1 GFI1B BAG1 CCL3L3 DHCR24 CTBP1 RBBP4 ADAM10 CTBP2 PRG3 CD164 SIGIRR AMBP AMIGO2 PROK2 CHMP1A PSEN1 TNFRSF10D LAX1 GRM8 RIPPLY1 AVEN SEMA4D GADD45A CXCL1 YWHAZ ZBTB16 ZBTB17 MIF MLF1 SUMO1 SET SPEG LANCL2 BCL2 GATAD2A VWC2 BCL3 PEX14 BCL6 AATF QSOX1 CD27 CD28 PDS5B TBX3 TBX2 GMNN NLK TBX5 BIRC6 BIRC5 ILF3 XIAP BIRC3 SNAI2 SOD1 CDKN3 STAT3 CAPRIN2 YWHAH MAPK12 YAF2 EEF1E1 CAPG PHF21A PPP2R4 APBB2 APBB1 TOB2 CIR1 TOB1 CBX4 FOXO1 FOXO4 GDNF TPT1 ODZ1 KAT8 KAT6B SPN KAT6A SOCS2 SOCS3 BCL2A1 SOCS1 HRK ZNF189 NR0B2 SOCS5 NR0B1 FOXN3 TRAT1 PTHLH CARTPT ERC1 EMP3 RAD17 LST1 GCLC MCL1 SNX6 PKHD1 TIPIN KATNB1 UMOD ELK3 FTH1 ALB NPM1 SFTPD CLASP1 GLO1 GML RUNX2 RUNX3 CFLAR TP53I11 CARD8 GNRH1 MAFB BRCA2 SNW1 FOXP3 NFKBIL1 BRCA1 GLMN DNMT1 RFX3 LDOC1 SST IFI6 RSC1A1 IGFBP7 NR6A1 IGFBP6 PDCD4 MEN1 ACVR1B PCBP4 GSN ANG PCGF6 ATP8B1 POU4F2 CDK10 YRDC KHDRBS1 NOL3 LDB1 PRKCG INHA NLRP3 PROC NRIP1 OSM MFN2 EIF4G2 TNFRSF9 BTG2 BPTF BTG1 HIPK3 BTG4 BTG3 CFL1 SCIN MDM2 GHRL FAIM3 NAIP MDM4 CUX1 COMMD7 PPP1R15A GSTP1 ZFP161 ING5 GLIS3 FRK ING4 PRKCZ TNF GLIS2 GLIS1 TNFRSF8 IFNW1 POU1F1 CALCA ERCC5 SH3GLB1 TNFRSF18 POU2F1 KRT4 FGFBP1 ERCC4 ING1 ERCC1 ENO1 APC SCG2 PIK3R2 PTPRC IL2RB DTX1 SIRT4 CENPF SIRT5 CBY1 SIRT1 SIRT2 ATXN1 SON DR1 IRF7 IRF8 ATP8A2 BRE ARHGAP35 MPO IRF2 PPP1R13B KAT2B TIAF1 IGFBP3
PROTEOGLYCAN_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PROTEOGLYCAN_BIOSYNTHETIC_PROCESS CSGALNACT2 HS3ST5 NDST1 CSGALNACT1 CHST3 GLCE CHST7 CHST9 CHST12 CHST8 CHST11 CHST13 HS6ST1 EXT1 HS3ST3B1
REGULATION_OF_DNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_DNA_METABOLIC_PROCESS SMARCAD1 NBN ENPP7 MRE11A WRNIP1 TIPIN UBE2V1 UBE2V2 TNFSF13 TERF2IP IL7R GLI2 TGFB1 CDT1 GLI1 SET TSPYL2 CDC45 TLK1 TLK2 ERCC4 TERF2 ERCC1 IL4 CDC6 GTPBP4 CCDC88A NF2 POLH CEBPG GMNN PIF1 S100A11 RAD9A PRKCG ATR PPARGC1A RAD50 CDK2 RAD51 UBE2N EREG KPNA2 RAD17 KPNA1
LOCOMOTORY_BEHAVIOR http://www.broadinstitute.org/gsea/msigdb/cards/LOCOMOTORY_BEHAVIOR HRAS CXCL11 CXCL12 IL10 TGFB2 CXCL10 RALA SPN SYK PLD1 C5AR1 PIK3CB PLAUR CCR9 MAPK1 CCR8 CCR7 CCR6 CCR5 CCR4 CCR3 CCR2 CX3CR1 DEFA1 CCL1 CCL3 CCL2 CCL8 ITGB2 CX3CL1 CCL5 CCL7 DOCK2 KAL1 CKLF SFTPD AIMP1 DEFB1 DEFB4A NOVA1 MAP2K1 CXCL14 CXCL13 LTB4R2 FPR2 XCL1 PLAU CXCR3 CCRL2 CXCR4 SAA1 XCR1 FOSL1 FGF2 CCRL1 CMKLR1 RALBP1 SLIT2 PROK2 PTAFR CXCL1 CXCL5 NPY2R CXCL2 C5 FPR1 CXCL9 PF4 CXCL6 CCL28 CCL27 CCL26 CCL24 CCL25 CCL22 CCL23 CCL20 CCL21 CCBP2 LECT2 SCG2 IL4 RNASE2 IL8 CCL19 CCL16 SOD1 CCL15 CCL18 CCL17 CCL11 CDH13 CXCR2 CCL13 MAPK14
RNA_ELONGATION http://www.broadinstitute.org/gsea/msigdb/cards/RNA_ELONGATION ADRM1 ERCC6 ELL GTF2F2 TCEB2 CDK9 SUPT4H1 SUPT5H ELL3 ELL2
REGULATION_OF_CELL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_ADHESION ARHGDIG EMCN ACVRL1 IL18 CX3CL1 PTEN MAGI2-IT1 AZU1 CD47 MIA3 CDKN2A SAA1 PRSS2 TGFBI TGM2 B4GALNT2 RASA1 SPN ARHGDIA ARHGDIB KNG1 CYTH1 GTPBP4 ADAM10 NF2 IL8 NF1 DLL1 CDK6 CDH13 SIRPG RND1 TSC1 CYTIP IL12A IL12B ALOX12
T_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/T_CELL_DIFFERENTIATION PTPRC CD3D IL7 IL27 JAG2 SOCS5 SPINK5 SART1 CD1D LCK ZAP70 CD4 IL12B NHEJ1 IL2
REGULATION_OF_DEVELOPMENTAL_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_DEVELOPMENTAL_PROCESS HDAC7 CIAPIN1 SART1 BTK MAGED1 CUL3 CUL2 MAP3K5 CUL5 FAS DDAH2 CUL1 CRTAM OPA1 BRAF CRYAA CRYAB MYH9 BCL2L11 BCL2L10 THY1 MAPK1 NME5 NME2 NME3 SSTR3 SERPINF1 IFNB1 NME1 F2 MAPK8 UNC13B MYO18A TNFRSF6B BCL2L2 PPT1 HSPA1B BCL2L1 NPHP3 PEA15 IFNA2 CDC42EP2 CDC42EP1 IL17F ZAP70 DIABLO ARAP1 ARAP3 CDC42EP4 CDC42EP5 TAOK2 PHB SPHK1 TNNI3 BFAR EI24 RTN4 HTATIP2 NUAK2 SPI1 TP63 BNIP3 ZNF675 DAXX MAPT USH2A CLN3 AIFM3 AIFM2 AIFM1 CDK1 TP53 NDUFA13 GPR98 JMY SERPINB9 INHBA BNIP1 EREG BNIP2 SERPINB2 IL12A IL12B ALOX12 PML RTKN PPP2CA PCSK9 RASA1 IL4 IL3 IL6 IL7 TP73 PLG NAE1 CDH13 STAB1 GSK3B BNIP3L AMOT IL2 BARD1 SIK1 ZAK TNFSF15 TNFSF14 TNFSF12 LRRC4C TNFSF18 TGFB1 CRADD TGFB2 NLRC4 CDKN2A ADIG CDKN2C TIA1 CDKN2D TDGF1 ZNF443 DAP IL1A API5 BCL10 NUDT2 DFFA IL27 RELA FADD HBXIP IL20 TCFL5 TNFAIP8 HSPB1 FGD2 FGD1 HMGB1 CCL2 ADAMTSL4 PRUNE2 AKT1S1 TRAF7 DYRK2 FGD5 ANGPTL3 FGD6 ARHGDIA FGD4 ANGPTL4 TRAF3 TAF8 ANKH TRADD HDAC5 HDAC4 TNFSF10 CDKN1A HDAC3 CDKN1B HDAC1 VCP IKBKG HSPD1 ABL1 HDAC9 DNAJB6 IER3 DEDD PRDX2 CDC42 CASP6 CASP3 CASP4 CASP9 RPS3A CLCF1 PAX7 RHOB NDUFS3 IP6K2 PPP2R1A CYCS CDK6 IFI16 CDK5 LCK ERN1 ERN2 CNTN4 UBB ACVR1 DCC DPF2 BCLAF1 RNH1 PF4 ASNS TRAIP DPF1 IGF1R CD2 DAD1 HSPA9 COL4A4 COL4A3 COL4A2 KLK8 KL CEBPG NF1 ANXA1 ANXA5 ANXA4 TNFSF8 HSP90B1 CUL4A BAX APAF1 CADM1 FST SNCA ADORA1 SHH BAK1 APOE CHRNA7 TWIST2 CD3G PIM1 C16orf5 CD38 TMX1 KRT18 CD40LG ALOX15B TXNDC5 VEGFA NPTN IQCB1 LALBA SIVA1 CDK5R1 STK17B CD70 STK17A CHEK2 CALR CD74 AHSG PLAGL1 AGGF1 HIP1 BMP4 TP53BP2 BECN1 LGALS1 CIDEB CIDEA SMAD3 TPD52L1 TAX1BP1 CIDEC NOTCH2 NOTCH1 RNF7 SFRP1 NUP62 ETS1 NOTCH4 IKBIP BCAR1 FASTK PPARG NFKB1 PTEN SPINK5 TRIAP1 GPX1 BAG4 BAG1 TOP2A DEDD2 DHCR24 LGALS12 SLIT2 AMIGO1 PROK2 GRM4 AMIGO2 PSEN1 TNFRSF10D MAP3K10 NPPB AVEN SEMA4D BID YWHAZ ZBTB16 SFN MIF BCL2 BCL3 VWC2 AATF BCL6 CD27 CD28 TBX3 TBX5 NLGN1 NPR1 BIRC6 BIRC5 XIAP STAT1 BIRC3 SOD1 YWHAG YWHAH IFT57 EEF1E1 BIK TLR2 CBX4 EIF5A FOXO1 PMAIP1 FOXO3 FOXO4 GDNF SMNDC1 CASP8AP2 ROBO1 TPT1 ROBO2 ACIN1 MX1 SOCS2 SOCS3 MADD BCL2A1 HRK SOCS5 STK4 STK3 TIAL1 RIPK3 CARTPT ERC1 GCLC MCL1 RRAGA MAP4K1 ALB MTCH1 NPM1 GLO1 RUNX1 SRGN RUNX3 CFLAR CARD8 MAFB HTT MALT1 WRN BRCA1 BBC3 PDCD5 SST PDCD6 PDCD7 IFI6 DAP3 HPS4 FASLG ACVR1C ACVR1B BOK PCBP4 MKL2 BOC LTA PRKCA NANOG NOL3 LDB1 INHA DAPK2 NLRP3 PRKCE NCR1 NLRP2 DAPK3 PROC DAPK1 ACVR2A TNFRSF9 BTG1 HIPK3 SCIN CFL1 GHRL FAIM3 NAIP CTSB GSTP1 PRKCZ TNF TNFRSF25 TNFRSF8 CALCA MOAP1 UTP11L ERCC5 SH3GLB1 PTH TNFRSF18 PYCARD ERCC3 ERCC2 SCG2 PIK3R2 PTPRC IL2RB FOXL2 DTX1 CENPF SAP30BP SIRT2 CASP10 SON BRE MPO PPP1R13B BMPR1B TIAF1 IGFBP3 F2R
RESPONSE_TO_HEAT http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_HEAT AKT1 GCLC CRNN DNAJB4 SOD1 EIF2B2 EIF2B1 EIF2B3 EIF2B4 EIF2B5
ACTIVATION_OF_MAPK_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/ACTIVATION_OF_MAPK_ACTIVITY ZAK ADORA2B PTPLAD1 C5 FPR1 MAP4K1 DAXX MAP3K6 MAP3K5 CXCR4 MAP3K2 MDFIC MAP3K9 TDGF1 ADRA2A TGFA SHC1 CHRNA7 ADRA2C GNG3 S1PR2 EGF FGF2 MDFI DBNL C5AR1 PIK3CB MADD KIAA1804 PKN1 SOD1 PROK2 GRM4 ADRB2 PLCE1 MAP4K5 EPGN CD81 MAP3K10 GHRL MAP3K11
GENERATION_OF_PRECURSOR_METABOLITES_AND_ENERGY http://www.broadinstitute.org/gsea/msigdb/cards/GENERATION_OF_PRECURSOR_METABOLITES_AND_ENERGY HCCS CYP24A1 OXA1L GNPDA1 WFS1 PGD AQP7 PDX1 OGDH PDHB PLOD1 SPR SLC25A27 APOM INSR WWOX TXNL1 FECH NCF4 C16orf7 CDO1 PPARGC1A POR NNT ATPIF1 SURF1 CROT ACAA1 PHKA2 ME3 CYP1B1 ENPP1 GLUD2 PHKA1 POMC ADRB3 INS GYS2 DYRK2 EPM2A FDXR CRAT SLC25A12 SLC25A14 NRF1 SLC25A13 GBE1 AVPR1A QPRT ASIP UQCRC2 MCHR1 PPARD UQCRC1 CYB5R2 ENOX2 PHKB LEPR DUOX2 PPARG DUOX1 PPOX PDIA5 AKR1C3 NDUFS4 FXN GPX4 SLC25A3 TREH LOXL1 COX17 AKR1C1 NDUFS1 AVP ACO2 SLC25A4 ALDH5A1 PHKG2 CYCS RUNX1T1 GRHPR DDO MTRR ACADVL DHRS2 DHRS4 UQCRH GIPR GAA AKR1D1 ALDH9A1 UQCRB AOC3 XYLB ECH1 ADH7 GCGR ALDH3A1 SCO2 CEBPA NOX4 DLST NOX5 GYG2 CYP4F11 BCS1L ISL1 ADIPOQ SDHA LEP BLVRA SDHB NDOR1 PPP1R2 GCK PYGM GSK3B GFPT1 SDHC GFPT2 SDHD PYGB RETSAT
DEPHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/DEPHOSPHORYLATION PTPN22 TIMM50 PTPN21 PTEN TGFB1 NT5C PTPRJ PPP2R1A PTPRM PTPRN2 PTPRH PTPRR PTPRT PTPRO TPTE PNKP PPM1G PPP1CA PPM1D PPEF2 SBF1 PPEF1 PPM1M CTDP1 PPP2R2A PPP5C PPP6C PPP2R3B PPP2R3A SSH1 SSH2 DUSP10 PPM1B MTMR3 THTPA DUSP13 PPP2CA PTPLA PPP2CB PPAP2A MTMR7 PTPN7 PTPRB PTPRC PTPN6 PTPRD PTPN9 PTPRE PTPN3 PTPN18 SMG6 PTPN2 SMG5 PTPRZ1 PTPN5 PTPN4 SMG7 EPM2A PTPN14 PTPN13 DUSP22 PTPN12 DUSP5 DUSP4 DUSP3 DUSP2 PPP2R4 DUSP9 DUSP8 DUSP6
MEMBRANE_LIPID_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/MEMBRANE_LIPID_BIOSYNTHETIC_PROCESS IMPA1 SGMS2 GBGT1 SGMS1 CERS5 PIGK ST6GALNAC6 APOA1 PIGF PIGG LCAT PIGH PIGB PIGC PCYT2 AGPAT2 PIGA AGPAT1 PIGZ PIGY PIK3C2A UGCG PIGV PI4KA PIGU PIGT PIGS PI4KB CHPT1 PIGO PI4K2A CD81 PGS1 GPAA1 ST8SIA1 ST8SIA3 DGKE LPCAT1 B3GNT5 PEMT ETNK1 PCYT1B FADS1 LARGE ST8SIA5 CERS1 DPM1 DPM2 DPM3
PROTEIN_DNA_COMPLEX_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_DNA_COMPLEX_ASSEMBLY E2F2 E2F3 RSF1 NAP1L1 MED24 NAP1L3 TBP MED23 NAP1L2 NAP1L4 GTF2E1 GTF2E2 MAZ MED26 MED27 ATF7IP SNAPC5 BRF1 MED12 CDK9 MED14 MED13 CDK7 PPARGC1A MED7 MED4 PTRF GTF2I MED16 MED17 NCOA6 SMARCA5 MED1 HMGB1 SET ASF1A GTF3C4 TAF2 HMGB1P10 TAF5 MED30 GTF2F1 GTF2F2 THRAP3 PBX1 PBX3 CHAF1A CHAF1B PBX4
CALCIUM_ION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/CALCIUM_ION_TRANSPORT ORAI1 CCL8 CACNB3 CACNB4 SLN NMUR1 NMUR2 TRPV5 CHRNA7 TRPC1 CACNA2D1 TRPC4 SLC8A1 TRPC3 TRPC5 STIM2 STIM1 TRPM2 NPY ATP2C1 ATP2A3 PLN RYR3 ATP2A1 RYR1 CACNA1D CSN2
REGULATION_OF_T_CELL_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_T_CELL_ACTIVATION IL18 SPINK5 SART1 CD47 SFTPD ZAP70 CD24 EBI3 CD28 IL4 PTPRC SIT1 CD3E IL7 IL27 CD276 SOCS5 IL21 THY1 NCK2 LAT SIRPG LAX1 NCK1 LCK GLMN IL12B ICOSLG
CELLULAR_MORPHOGENESIS_DURING_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_MORPHOGENESIS_DURING_DIFFERENTIATION ALS2 NRP2 RTN4 NRP1 RORB LRRC4C PAX2 GLI2 SHH ROBO1 APOE MAPT CEP290 POU4F1 ROBO2 SEMA3B UNC5C SPON2 NRXN3 BAIAP2 OTX2 NRXN1 SLIT1 SLIT2 THY1 AMIGO1 NRL SEMA4F OPHN1 SIAH1 CNTN4 UBB PARD3 CDK5R1 RTN4RL1 KAL1 BAI1 RTN4RL2 PARD6B KLK8 DPYSL5 NTNG1 NTNG2 YWHAH S100B MAP1S CYFIP1 FEZ2 FEZ1
REGULATION_OF_BODY_FLUID_LEVELS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_BODY_FLUID_LEVELS F2RL2 COPA F2RL3 F13A1 HPS4 GNA12 MMRN1 GP9 FLI1 SERPINE1 SLC22A4 SLC22A2 KNG1 F12 L3MBTL4 F10 SLC34A1 F8 F9 F7 WAS PROC CD36 THBD GNAQ HNF4A F5 CD40LG F2 TFPI NPPB PROS1 VIP GGCX AVPR2 ADORA2A PABPC4 PF4 ITGB3 LMAN1 MAGI2-IT1 F13B GP1BA ENTPD1 PLAT GUCA1B NFE2 NPR1 ITGA2 C4BPB TMPRSS6 PLG VWF GPI CEL CD59 F2R
COENZYME_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/COENZYME_BIOSYNTHETIC_PROCESS ME1 COQ3 COASY COQ2 GCLC MOCS2 COQ7 PDSS1 GCLM PDSS2
NEGATIVE_REGULATION_OF_GROWTH http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_GROWTH DLC1 DCBLD2 ING5 ING4 BMP10 PML OSGIN1 CDHR2 PPT1 TGFB1 ACVR1B TSPYL2 CDKN2A CDKN2C CDKN2D SERTAD3 CDA BCL6 NDUFS3 SERTAD2 ENO1 IP6K2 KLK8 SMAD4 TP53 SMAD3 NDUFA13 RB1 CAPRIN2 RERG INHBA PPP1R9B CDKN1A CDKN1B BBC3 ALOX15B CDKN2AIP PTCH1 APBB2 APBB1
EPITHELIAL_TO_MESENCHYMAL_TRANSITION http://www.broadinstitute.org/gsea/msigdb/cards/EPITHELIAL_TO_MESENCHYMAL_TRANSITION HNRNPAB S100A4 BMP2 TRIM28 TGFB3 HGF BMP7 TGFB1 TGFB2 CTNNB1
GENERATION_OF_NEURONS http://www.broadinstitute.org/gsea/msigdb/cards/GENERATION_OF_NEURONS ALS2 RTN4 NRP2 NRTN NRP1 POU6F2 LRRC4C KCNIP2 PAX2 GLI2 GDNF RTN1 SHH TGFB2 NRCAM ATP2B2 ROBO1 APOE MAPT SEMA3B POU4F1 ROBO2 UNC5C SPON2 NRXN3 LDB1 BAIAP2 MDGA1 OTX2 PICK1 MDGA2 ARTN NRXN1 CDK5 SLIT1 SLIT2 THY1 FARP2 AMIGO1 RND1 SERPINF1 SEMA4F BTG4 NPTN OPHN1 TRAPPC4 GHRL CNTN4 SIAH1 UBB SMARCA1 CDK5R1 PARD3 LST1 RTN4RL1 BRSK2 PPT1 KAL1 BAI1 KRT2 PCSK9 VWC2 RTN4RL2 AGRN LAMB1 PARD6B KLK8 LMX1B DTX1 NF1 NTNG1 DPYSL5 NLGN1 NTNG2 RACGAP1 YWHAG YWHAH S100B MAP1S CYFIP1 CIT FEZ2 FEZ1
N_ACETYLGLUCOSAMINE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/N_ACETYLGLUCOSAMINE_METABOLIC_PROCESS UAP1 CHIA CHST7 LARGE CHST6 CHST2 CHST4 CHST5 NAGK EXTL2 CHIT1 SLC35A3
RESPONSE_TO_CARBOHYDRATE_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_CARBOHYDRATE_STIMULUS ME1 APOA2 GCK GYS2 CLEC7A MAFA EIF2B2 EIF2B3 EIF2B1 EIF2B4 SELS EIF2B5
MEIOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/MEIOTIC_CELL_CYCLE XRCC2 MRE11A CHEK1 SPO11 SYCP1 RAD21 DUSP13 HSPA2 RAD51B NPM2 STAG3 TUBG1 RAD51D CCNA1 TAF1L ZW10 MSH5 MSH4 LIG3 PIM2 RAD52 RAD54L LEPREL4 ATM RAD50 SMC3 BOLL RAD51 RAD1 REC8 EREG TOP3A RAD54B DMC1 SMC1A
RNA_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/RNA_BIOSYNTHETIC_PROCESS SLC2A4RG XRCC6 HOXD13 MED24 RORB MED23 REST MED21 MED20 ZNF254 CITED1 CITED2 EPC1 TAF5L MED26 FOXF1 FOXF2 MED27 PQBP1 VPS4B ZNF396 PATZ1 IKBKAP ZNF45 PCBD2 RREB1 RXRA KDM5B ZHX1 KDM5A ZHX2 MECP2 MED12 ZHX3 MED14 MED13 HNF4G KAT5 NME2 HNF4A PTRF ZNF238 MED16 MED17 SMARCAL1 TGIF1 SHOX MYBBP1A TRAPPC2 ZNHIT3 ZNF76 CRTC1 MYEF2 VPS72 FOXH1 HEXIM2 HEXIM1 PIR ZNF74 VEZF1 TCF4 TCF3 ARHGEF10L UTF1 TCF7 KLF12 KLF13 MAP2K3 KLF10 KLF11 ESRRG TFCP2 C19orf2 USF1 TRPS1 MZF1 PARP1 HLF TAF1C HNF1B ELF1 TAF1A HNF1A HTATIP2 ELF2 ELF3 ELF4 ELF5 EZH2 SPI1 TP63 DAXX ZNF345 YBX1 YBX2 ZNF350 RRN3 HSF2 ZNF148 CREG1 ZNF146 BRD7 SPIB HSF4 MYC BRD8 TAF1L BATF3 ZNF281 ATF7IP BRF1 ZNF282 MTERF GMEB2 PTF1A GTF2H4 TP53 NDUFA13 ZNF143 FOSB TTF2 MXD4 MYCN GTF2H1 ARHGEF11 JMY CIAO1 INHBA EREG ZNF136 PFDN5 RUVBL1 NSD1 CLOCK ZMYND11 ZNF274 CREM NUFIP1 ZNF367 ZNF35 ZNF177 ZNF174 TADA2A LIMD1 SUPT4H1 TRIP11 TRIP13 FOXD3 ZNF263 IL4 MYF6 LMX1B TRIM29 TRIM28 MYF5 TRIM27 TNP1 ELAVL2 TRIM24 PHF12 TRIM22 TP73 RPS6KA5 ATRX MNAT1 ZNF157 TADA3 RPS6KA4 PPBPL2 NAA15 RBAK TCEB2 FOXE1 TCEB3 PHF5A TCEB1 NR5A2 FOXE3 NR5A1 MMS19 LMO4 TBP NR2E3 TCEAL1 TGFB1 CBFB GTF2E1 GTF2E2 SMARCD2 SMARCD3 MDFIC SMARCD1 SCRT1 BCL10 ZNF593 POU2AF1 HDAC10 ARID1A CSDA DDIT3 JUNB PA2G4 HIF1A SMARCE1 TCFL5 TFAP2B SMARCA5 MNX1 EDF1 TFAP2A NFE2L1 TFAP2C NFE2L2 SMARCA1 NFE2L3 SMARCA2 EID1 HMGB1 HMGB2 CNBP CCRN4L LITAF UBE2V1 ABCA2 NR2C2 CXXC1 TROVE2 TCERG1 MEIS2 RPL6 SMARCB1 TEAD4 SNF8 JUND TAF9 HELLS TFDP1 TAF2 TRIP4 EPAS1 TAF5 TAF8 NEUROG1 BRIP1 HDAC5 ATF6 HDAC4 ATF5 NRF1 ATF4 HDAC2 DYRK1B SMARCC1 GTF2F1 PRKAR1A SMARCC2 ATF7 GTF2F2 ABL1 HDAC8 E2F1 E2F2 E2F3 RSF1 FOSL2 ARID4A E2F6 PAX5 ZNF202 DEK CTCF PAX3 PAWR PAX2 PAX1 FEV TMF1 MAX MAZ PAX8 LRRFIP1 NFIL3 FOSL1 NFX1 PTGER3 SLA2 ARID5B ARID5A CDK9 ESR2 CDK7 RB1 HMGA2 HMGA1 PRPF6 TARBP1 TARBP2 NCOA6 ZFPM2 JMJD1C CARM1 NFYC NFYB NR3C1 NFYA IVNS1ABP HIC1 TSC22D1 TFAM ORC2 TSC22D3 ECD GTF3C6 CEBPZ CHD2 CHD1 NFATC4 NFATC2 GTF3C2 NFATC3 CHD4 GTF3C4 CHD3 NFATC1 CEBPA MAF CEBPB CEBPD VHL NFRKB CEBPG CREB5 MED30 DBP ID4 CDX2 FST HIRA PTTG1 PRIM1 SIN3A TRAK1 PRIM2 RARB SUPT5H TWIST2 TWIST1 PITX2 YY1 NKX2-8 TAF6L PPARGC1A PPARGC1B UHRF1 MTF1 PRDM4 ABT1 MNT TGFB1I1 PRDM1 KAT2A DEAF1 ELL AFAP1L2 CALR PLAGL1 DRAP1 HTATSF1 MAML3 DUX1 BCOR NKX2-5 TCF25 KLF5 MDFI HMGB1P10 KLF7 BMP2 IKZF3 MLL KLF9 SUB1 MAML1 CREBBP MAML2 SMAD4 RYBP SMAD3 SMAD2 PMF1 UBP1 POLRMT NOTCH2 RNF4 TCEB3B NOTCH4 SUPT16H JAZF1 TCF19 RBPJ NCOR1 ZFHX3 TCF12 KLF4 TCF15 BMP6 CCNT2 GTF3A PPARA ZBTB32 COPS2 PPARD COPS5 TBX22 TBX21 CCNT1 PPARG NFKB1 NFKB2 ZEB1 HSBP1 GLI2 KCNIP3 GLI1 ZBTB38 BLZF1 GFI1B ASH2L NR2F2 MSL3 SNAPC5 CCNK POLR1E ZNF354A TBX10 SNAPC2 CCNH SNAPC4 SNAPC3 POLR1C GTF2B MBD1 RBBP8 SCAP MED6 CTNNBIP1 MED7 CHMP1A MED4 GTF2I ASH1L RIPPLY1 SRCAP TBX19 MED1 POLR2G POLR2F ETV7 POLR2E NMI POLR2L POLR2K POLR2J POLR2I EHF ZBTB16 POLR2D POLR2C POLR2B SUFU MRPL12 SQSTM1 NR1D2 GATAD2A PEX14 ETV1 MLLT1 HSF2BP BCL6 MLLT6 POLR3G POLR3H TBX3 POLR3K TBX2 HCLS1 TBX5 AFF4 ILF3 POLR3C STAT1 SNAI2 STAT3 STAT2 SOD2 PREB UBTF ILF2 NEUROD2 PHF21A PBX1 PBX3 RBM14 CIR1 PBX4 HNRNPAB MYOD1 THRA CRABP2 FOXO1 FOXO3 FOXO4 HOXC6 GATA1 GATA2 ATOH1 GATA6 GATA3 TARDBP GATA4 HOXC5 TFB2M KAT7 GABPB2 MYO6 FOXN1 ZNF189 NR0B2 ARNTL ELL3 NR0B1 TRERF1 FOXN3 AHR ELL2 ADRM1 TIAL1 TFAP4 SOX5 ELK1 NKX3-2 BTF3 SKIL RUNX1 RUNX3 RNF14 SREBF1 MAFF NFE2 SAP18 SNW1 GSC2 FOXP3 BRCA1 SREBF2 PSMC5 GCM1 DNMT1 MAFA SOX21 POU6F2 FOXK2 NR6A1 BUD31 MEN1 FUBP1 FOS POU5F1 NAA16 ANG POU4F2 SOX18 POU4F1 MKL2 ALX1 ELP4 ELP3 ELP2 NANOG SP100 LDB1 SOX12 UBN1 MSC NRIP1 CD3EAP BPTF ZMIZ2 NRL MDM2 MDM4 CUX1 ZFP161 ING4 GLIS3 SUPT3H ING2 TNF GLIS1 HCFC1 NFIX HCFC2 POU1F1 TCF7L2 TNFRSF1A NPAS2 ERCC6 HAND1 HAND2 POU2F3 POU2F2 NFAT5 GFI1 ERCC3 APEX1 ERCC2 ENO1 ERF DTX1 SOX30 SIRT4 SIRT5 CBY1 SIRT1 IRF9 SP1 SP2 SP3 DR1 IRF7 IRF8 SP4 THRAP3 IRF1 IRF2 IRF3 NFIC CRK
DETECTION_OF_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/DETECTION_OF_STIMULUS KCNMB3 RTP3 KCNMB4 RP1 SYT1 CASR RTP4 CADM1 TACR1 PGLYRP1 TAC1 TAS1R3 NR2E3 OPN1SW ABCA4 KCNIP2 KCNIP1 TAS1R2 KCNMB2 PDE6B NLRC4 NOD2 NOD1 PGLYRP4 PGLYRP2 PGLYRP3 NPFFR2 TAS2R43 UGT2A1 UNC119 CRTAM TRPC3 STIM1 NLRP3 CD1D SAG PITPNM1 TAS2R16 TAS2R14 GCK TIMELESS GRM6 PDC CACNA1F GRK1 RHO OPN4
SPERM_MOTILITY http://www.broadinstitute.org/gsea/msigdb/cards/SPERM_MOTILITY GAPDHS SLC22A16 SMCP ROPN1B ATP1A3 ATP1A4 TNP1 ATP1A1 ATP1A2 GAS8 AKAP4
CYTOKINE_PRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/CYTOKINE_PRODUCTION CADM1 ATP6AP2 IL18 TLR1 TLR3 TLR4 TLR6 TLR7 TLR8 TGFB2 TLR9 MAP3K7 NOD2 APOA2 NLRC4 APOA1 NOD1 IFNG CHRNA7 LTB SPN EBI3 BCL10 CRTAM PRG3 IL27 INHA NLRP3 NLRP2 SIGIRR INHBB CARD11 INHBA MAST2 HIF1A EREG CD40LG IL12A GHRL IL12B TRAF2 TNFRSF8 AFAP1L2 ABCA1 PYDC1 CALCA AZU1 INS IL17F SFTPD PYCARD BCL3 CD24 TRAF6 SRGN CD28 IL4 IL6 CARD8 CEBPG IL9 SMAD4 CD276 CIDEA SMAD3 MALT1 FOXP3 SOD1 NLRP12 GLMN IRF4 GHSR ELANE
CELLULAR_PROTEIN_COMPLEX_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_PROTEIN_COMPLEX_ASSEMBLY FMOD COX11 EID2 COX10 ANLN SRC PXN NDUFS7 NDUFS5 NDUFS4 NUBP1 PTK2B ZFYVE9 NDUFS8 PEX13 AGRN COX18 SCO1 COX15 CD3E TGFBR1 TAZ PICK1 SMAD4 SMAD3 MIS12 ADRM1 ADRB2 TMEM48 PRLR NUP205 MAPK8IP2 SURF1
CELLULAR_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_CATABOLIC_PROCESS PGD HNRNPD RNASEH1 RNF217 GLDC ISG20 FAH GOT2 GOT1 DDAH2 DDAH1 ANAPC2 ANAPC5 ANAPC4 OLA1 UBR3 PGLS NNT UHRF2 COLQ UBR5 MGAM FBXL4 AMFR MPST HSD17B11 ALDOA HACL1 HSD17B14 PFKFB1 PABPC4 ALDOB PPT1 HSPA1B ASL HADHB ARG1 ARIH1 GAD2 CDA GCSH ALDH4A1 NTHL1 GAD1 FBXO7 NPLOC4 CYP46A1 GUSB CDC23 CIDEA HGD CDC20 TPD52L1 PCNP UBE2L3 CEL POP1 SMURF2 SMURF1 PLA2G4C PLA2G4B PPARA PPARD BCKDK KIAA0368 TSG101 UBE2G1 UBE2G2 BNIP3 AUH MCCC2 NT5M GPX3 GSTZ1 NT5C ZFP36 ABCE1 STS SPACA3 ACO2 AIFM1 UFD1L HYAL4 HAO1 HAO2 SIAH2 ECH1 HK1 EDEM1 SQSTM1 RNASET2 HSD17B6 USP33 BCKDHA CPT1B UPF2 BCKDHB ACLY SOD1 CPT1A SELS GAPDHS BLVRA SDHA GBA3 GBA2 SDHB PSMD14 YWHAH GLA PPP1R8 SDHC SDHD PYGB GNPDA1 ALDH1L1 BTRC IDO1 PDHB APOA4 ASPA CDKN2A APOA5 MIOX CPA2 FBXO22 DFFA NUDT3 DFFB NUDT5 PLA2G15 CECR2 RNASEH2A PNPLA3 GNS NEU3 XRN2 DERL2 FZR1 SYVN1 DERL1 GLUD1 NEDD8 UBE2V2 ANAPC10 CHIT1 UBE2D3 UBE2D2 ASRGL1 RNF11 ENTPD4 UBE2D1 SMG6 SMG5 SMG7 SMG1 TST PSMC5 VCP UBE2E1 AMT TPP1 TREH HPD UBE2A ACADM PFKL ALDH5A1 ACADS CYCS UBE2I PFKM UBE2H UBE2C DDO UGT1A1 UBE2B ACADVL UBE2N UBE2K PRDX6 GAA ERN2 DHPS UBB AKR1D1 ADAMTS13 UBE3A ECHS1 TKTL1 STUB1 ERCC5 ECD BDH2 ERCC3 ERCC4 ERCC1 ERCC2 RNF144B FOXL2 RNASE2 UBE4A RNASE3 UBE4B RNASE6 PARK2 AMPD3 GSPT1 BAX UGT2B4 SMPD4 SMPD3
MITOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/MITOTIC_CELL_CYCLE SIK1 PRC1 DBF4 KNTC1 TTK PKMYT1 AURKA CDC16 FOXO4 TTN TGFB1 CUL3 CUL2 CUL5 CDKN2A DDX11 CDKN2B CDKN2C TARDBP CDKN2D CCNA2 CDCA5 CUL1 ANAPC5 RAN POLE ANAPC4 RINT1 SKP2 TBRG4 ESPL1 DCTN3 FOXN3 SUN2 DCTN2 MAD2L1 ZWINT CLIP1 AKAP8 STMN1 MAD2L2 RAD17 NEK6 PPP5C PAM NEK2 ANLN ANAPC10 AFAP1L2 ANAPC11 RCC1 PIN1 KATNA1 NPM2 CDC123 PBRM1 FBXO5 EGF GML SSSCA1 TAF1 SPHK1 CDC23 SMAD3 TPD52L1 NDC80 SUGT1 CDC27 ATM CDKN1C CDKN1A CDKN1B NOLC1 PLK1 POLD1 MYO16 ABL1 SMC1A E2F1 KIF23 KIF22 NBN KIF25 LATS1 LATS2 TRIAP1 ACVR1B KIF2C GFI1B CEP250 DLGAP5 PCBP4 PRMT5 TGFA CDK10 DLG1 ZW10 KHDRBS1 CDC7 CDC6 KIF11 KIF15 TPX2 NUSAP1 CDK6 UBE2C CDK4 CDK2 SPDYA INHBA CHMP1A EREG BTG3 CDK2AP1 BUB1B USH1C FOXC1 CHFR KPNA2 ACVR1 MAP3K11 BCAT1 PPP6C POLA1 PML ASNS CETN1 BRSK1 NCAPH NUMA1 TMEM8B BUB1 PAFAH1B1 CDK13 GFI1 CD28 PDS5B CENPF BIRC5 CENPE CDKN3 CDC25C SMC3 CDC25B SMC4 MPHOSPH9 GSPT1 CUL4A EPGN CIT APBB2 MPHOSPH6 APBB1
REGULATION_OF_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PHOSPHORYLATION IL31RA NDUFS4 MCM7 CDKN2A CDKN2B ANG CDKN2C CLCF1 CDKN2D TDGF1 EGFR BCL10 CCDC88A LYN IL29 CCDC88C SOCS1 INHA IL20 INHBA CARD14 CCND1 PSEN1 EREG CCND3 CD80 CCND2 CD81 IL12A RAD17 ITLN1 ITGB2 CD24 EGF BMP4 IL4 IL3 IL5 NF2 HCLS1 CDKN1A CDKN1B AKTIP NLRP12 GLMN TNK2 IGFBP3 BARD1 IL22RA2
LIPOPROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/LIPOPROTEIN_METABOLIC_PROCESS LDLR GPAA1 PPT1 SCARF1 FNTB APOA4 PIGK APOA2 APOA1 FNTA PIGF PIGG PIGH ATG7 PIGB CHM PIGC NPC1L1 CETP ANGPTL3 PGGT1B PIGA AIPL1 PIGZ PIGY PIGV PIGU PIGT PIGS PIGO DPM1 DPM2 DPM3
MESODERM_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/MESODERM_DEVELOPMENT TBX6 SECTM1 IKZF3 TBX3 IKZF1 HCK BMX SMAD2 TRIM15 SNAI2 SLIT2 BTK T TCF21 EYA2 GDF11 JAK2 TIE1 TCF15 KLF4 MATK MEST
LIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/LIPID_METABOLIC_PROCESS CYP3A4 ALDH8A1 CYP3A5 RARRES2 SGMS2 GBGT1 PTGS1 SGMS1 SHH AGPS APOD LCAT CH25H APOF PLA1A NSMAF APOM WWOX SGPL1 UGCG PPARGC1A BTN3A1 NPC1 NPC2 PITPNM3 HNF4A ALOX15B HSD11B2 PLA2G2E PLA2G2D HSD17B11 CHKA HACL1 HSD17B10 ACADSB ENPP7 HSD17B14 ACP6 RBP3 TFCP2L1 PPT1 ACAT2 OCRL PDSS1 PDSS2 CD74 HADHB PLAA SERINC2 SERINC5 LPCAT1 SERINC1 PEMT NR1H4 PLTP CYP46A1 SPHK1 MCAT FDXR CIDEA ABCG1 APOL2 CEL CYP7B1 NR1I2 APOL1 MLYCD IDI1 PLA2G4C PLA2G4B BMP6 PPARA PPARD CYP2J2 LDLR PPARG PMVK PTEN ASAH1 ASAH2 ST6GALNAC6 AGPAT6 CYP39A1 ST6GALNAC4 PTGES GPX4 ALOX12B GNPAT CETP NR2F2 THRSP AGPAT2 DHCR24 AGPAT1 CLN3 STS TPRA1 PRG3 PIK3C2A PI4KA LGALS13 PI4KB CDS1 HAO1 PTGDS ADM HAO2 SLC27A6 PLA2G6 PLA2G3 CLN8 SLC27A2 SLC27A5 PLA2G5 ALOX12 DEGS1 SLC27A4 CLN6 ECH1 HSD3B1 HSD3B7 GPAA1 MIF DGKE DHCR7 ABCD2 HSD17B6 CERK NSDHL IL4 SOAT1 GDE1 SOAT2 CPT1B PNLIPRP2 FADS1 FADS2 DGKK PDE3A SOD1 PHYH CPT1A MTTP GBA2 YWHAH LRP1 LARGE GLA DPM1 DPM2 DPM3 LRP2 HPGD NR5A1 LRP5 TSPO APOBEC1 CERS5 APOA4 STARD3 APOA1 ST3GAL6 APOA5 SPTLC1 TAZ PLA2G15 NR0B2 NR0B1 PNPLA3 ECI2 CHPT1 PNPLA8 PLCE1 AKR1B10 PI4K2A EDF1 MVK NEU3 CROT HDLBP CNBP CELA3A CELA3B ST8SIA1 APOC1 APOC2 ST8SIA3 CEPT1 B3GNT5 APOC4 APOC3 SCARB1 PCYT1B ANGPTL3 LIPT1 B4GALT4 CYP19A1 SREBF1 LPL CPNE6 CPNE7 FDPS SMG1 BRCA1 SREBF2 ABCB4 BCO2 BAAT UCP3 FAAH ST8SIA5 CERS1 CPNE1 CPNE3 FABP5 PTGES3 ACOX2 ACOX1 IMPA1 CORIN ALG1 CYP11B2 ACOT2 TTPA ACOT1 SULT2B1 ZNF202 PIP5K1A ACOT4 PEX7 MSMO1 ACOX3 APOBR IP6K1 ACOT9 AKR1C3 AKR1C2 PIGK ACOT7 ACOT8 AKR1C4 PIGF TPP1 PIGG ANG PIGH AOAH ACOT12 PIGB MGLL PIGC NPC1L1 ACAD8 PCYT2 PLCB2 AKR1C1 IP6K3 IP6K2 PIGA ACADM PIGZ PIGY SULT2A1 CYP11A1 ACADS ALDH5A1 PIGV ADIPOR2 PIGU BTNL3 ALDH3B2 DHRS9 PIGT ADIPOR1 PIGS UGT1A1 PIGO ALDH3B1 ACADVL DHRS2 UGT2B17 DHRS3 DGAT1 DGAT2 PRDX6 CD81 UGT2B11 UGT2B10 UGT2B15 AKR1D1 SC5DL PGS1 BTN2A1 ECHS1 STUB1 ALDH3A2 TNFRSF1A ALDH1A3 ETNK1 PLCD1 BDH2 PPAP2A PIK3R1 B4GALNT1 MBTPS2 PSAP ANXA1 OXSM MGST3 RDH12 CYP4A11 CYP4F8 RDH11 GLYAT UGT2B4 LTA4H CYP4F3 CYP4F2 RDH16 SCP2 SMPD4 UGT2B7 SMPD3 SMPD2 RETSAT
CELLULAR_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_BIOSYNTHETIC_PROCESS RPL18 ALAD RPL19 EIF2C1 MRPL41 RPL14 ADCY7 RPL13 PTGS1 RPL15 BBOX1 PLOD1 ASMTL EIF1AX HRSP12 SULT1A2 RPL11 DDAH2 EIF2B2 EIF2B3 EIF2B4 EIF2B5 MRPL52 MRPL51 YARS GATM CSGALNACT1 AARS EIF2S3 C16orf7 PPARGC1A GLCE SARS2 BOLL RPS19 EIF2AK1 RPS17 RARS BACE2 RPS12 HSD11B2 RPS10 RPS11 EXT1 EIF2AK3 HS3ST3B1 EIF2AK4 ADSS COASY FARS2 PFKFB1 PABPC4 IGF2BP2 GPR143 MTIF2 PDSS1 MTIF3 PPAT CD74 PDSS2 RPS27 DMD IL17F MRPL55 MOCS2 PAIP2 PAIP1 MCAT RPS9 RPS5 CYP7B1 RPL18A GHSR CHST15 BMP6 ABCF1 COPS5 COX10 EIF2A ACN9 YBX2 NOS2P1 TYR AGPAT6 CYP39A1 OXER1 CHST12 CHST11 EEF2K CHST13 AGPAT2 COX15 AGPAT1 CSGALNACT2 MRPL3 PRG3 NDUFA13 EIF1B GMPS SIGIRR INHBB INHBA EIF4A3 MAST2 RPL41 ADM PTGDS EREG TRNAU1AP GRM8 MTRF1 EIF4A2 ADK RPL3L FARSB RPS4Y1 IL12B DEGS1 TUFM CMPK1 BCAT1 ALDH18A1 NACA HSD3B1 HSD3B7 RPL35 UGDH RPL27A UROS RPL37 RPL38 HPRT1 RPL39 NECAB3 GCH1 MIF PET112 AZU1 MRPL10 RPL30 CYP27B1 RPL31 RPL34 SEPSECS MARS2 BCL3 AP3D1 DAZL TSTA3 CD28 IL4 IL6 DAZ1 UPF1 RRBP1 FADS1 IL9 RPL26 FADS2 RPL24 ETF1 SOD1 EIF2B1 RPL28 RPL29 MRPL23 GLA RPL22 RPL21 NLRP12 GAMT MAT2B HPGD APBB1 PAICS NR5A1 TSPO CTPS TLR1 EIF5 HBS1L TLR3 EIF5A RPS6KB2 TLR4 TLR6 TLR7 TLR8 IL10 TLR9 TGFB2 APOA2 CPOX DDX25 SPR EIF1 NQO1 SAMD4A EBI3 SPN EGFR BCL10 FECH DARS IL29 IL27 CDO1 PNPLA3 PYCR1 PLCE1 UCN2 HSPB1 NFE2L1 ME1 GCLC ADORA2A PAH ABCA1 GCLM KARS EIF3C EIF3D EIF3A EIF3B OAZ1 EIF3G RPL7 EIF3H RPL6 EIF3E RPL9 EIF3F RPL8 RPL3 SFTPD EIF3I AIMP1 RPL5 EIF3J RPL7A RPL4 DYRK2 EEF1A1 MRPS24 CD276 AK5 RPL23A FOXP3 FURIN BRCA1 EIF4B ATF4 TSC1 SLC25A10 EIF4H GLMN PDZD3 GUK1 HSP90AB1 PTGES3 METAP1 NDST1 CYP11B2 DPH1 PPOX RPS2 PEX7 RPS3 AKT1 WARS ALAS1 ALAS2 RPS3A ANG TNIP1 LTB OCA2 HSP90AA1 CYP11A1 DHRS9 CHST3 INHA MRPS7 COQ7 PMM2 EIF4G2 COQ3 EIF4G3 COQ2 UMPS CHST7 DGAT2 CHST6 CHST9 CHST8 GHRL DHPS AKR1D1 ALDH9A1 HS3ST5 TNFRSF8 ARPP19 PAIP2B DCT TYMS KRT7 ETNK1 HS6ST1 PTS GCHFR GMDS ASMT DEFB103A CEBPG OXSM GCK TSFM LTA4H IRF4 SLC5A7 ELANE
ORGANIC_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/ORGANIC_ACID_METABOLIC_PROCESS ALDH1L1 PTGS1 SLC7A8 SLC7A9 GGT1 SLC7A4 AGXT SLC7A5 IDO1 BBOX1 SLC7A6 GLDC SLC7A7 FAH GOT2 ASPA GOT1 SCLY PLOD1 MAT1A DDAH2 DDAH1 NANP ALDH6A1 YARS DARS GATM CSGALNACT1 AARS PLA2G15 QDPR GGT5 CDO1 PPARGC1A ECI2 SARS2 PYCR1 PNPLA8 NPC1 ALOX15B RARS CROT MPST ME1 HACL1 ACADSB ME3 GCLC GNE GLUD2 FARS2 GLUD1 PFKFB1 PAH ASL GCLM CD74 KARS HADHB ARG1 GAD2 ALDH4A1 ASRGL1 IDH1 GCSH AIMP1 GAD1 NR1H4 FH MCAT SLC6A14 HGD IDH3B BRCA1 TST CYP7B1 ATF4 BAAT MLYCD SLC7A2 SLC25A10 FAAH FPGS SLC25A15 PTGES3 ACOX2 PPARA BCKDK PPARD CYP2J2 AMT ACOT2 ACOT1 ACOT4 ACN9 ACOX3 MSMO1 ACOT9 GSS AKR1C3 AKR1C2 WARS MCCC2 MTHFD2 MSRA TYR CYP39A1 PTGES HDC ACOT12 GSTZ1 GNPAT AKR1C1 AGPAT2 HPD AGPAT1 PEPD ACADM ACO2 PRG3 ALDH5A1 ACO1 ACADS ADIPOR2 ADIPOR1 SLC3A1 DDO ACADVL HAO1 PTGDS SDS HAO2 AS3MT SLC27A6 SLC27A2 AKR1D1 SMS SLC27A5 DEGS1 ALOX12 BCAT1 ECH1 ALDH18A1 HSD3B7 UGDH NFS1 ECHS1 ARPP19 MIF DCT GLS2 TNFRSF1A MTHFR ABCD2 MARS2 BDH2 PTS BCKDHA CPT1B FADS1 BCKDHB FTCD FADS2 IGF1 ACLY CPT1A OXSM ADI1 CYP4A11 CYP4F8 GBA2 GLYAT GCK SLC6A6 GAMT CYP4F3 MAT2B LTA4H CYP4F2 HPGD
POSITIVE_REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS CADM1 ATP6AP2 BCAR1 IL18 FST TNFSF13 TLR8 TGFB1 SART1 TGFB2 MAP3K7 CFHR1 CD47 NOD2 IFNG IFNK EBI3 SPACA3 CRTAM IL29 CD3E SLA2 NFAM1 SOCS5 IL21 TRAT1 THY1 UBE2N CARD11 PROK2 NCK2 LAT2 SIRPG EREG CD40LG NCK1 LCK IL12A IL12B ICOSLG MBL2 TRAF2 AFAP1L2 CALCA MIA3 ZAP70 KRT1 CD24 C2 TRAF6 CD28 BMP4 IL4 PTPRC IL7 KL SPHK1 CD276 MALT1 SOD1 CD1D FYN ATP2A1 IKBKG MC4R CD79A
ACTIVATION_OF_NF_KAPPAB_TRANSCRIPTION_FACTOR http://www.broadinstitute.org/gsea/msigdb/cards/ACTIVATION_OF_NF_KAPPAB_TRANSCRIPTION_FACTOR BCL10 TNF RELA UBE2V1 EDA2R PRDX3 UBE2N PRKCQ CARD11 NOD2 NLRC3 NPM1 PYCARD EDA IKBKB ERC1 CAMK2A MAP3K13
BLOOD_COAGULATION http://www.broadinstitute.org/gsea/msigdb/cards/BLOOD_COAGULATION GGCX F2RL2 F2RL3 ADORA2A F13A1 GNA12 PABPC4 PF4 ITGB3 MMRN1 LMAN1 MAGI2-IT1 GP9 F13B SERPINE1 GP1BA ENTPD1 KNG1 PLAT F12 L3MBTL4 F10 F8 F9 ITGA2 C4BPB F7 WAS TMPRSS6 PLG PROC VWF THBD CD36 HNF4A F5 GNAQ CD40LG CD59 F2 TFPI PROS1 F2R
REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION_AND_BIOGENESIS EIF2C1 EIF5 EIF5A LRRC4C CXCL12 GATA2 PACSIN3 APOE ROBO1 HRSP12 TLK1 ROBO2 EIF1 TLK2 EIF2B2 EIF2B5 MYH9 PPARGC1A BOLL NEBL THY1 HSPB1 EIF2AK3 EIF2AK4 FGD2 FGD1 HMGB1 KATNB1 ARF6 PPT1 MTIF2 MTIF3 AHSG EIF3C EIF3D IRAK3 EIF3A CDC42EP2 CDC42EP1 EIF3G EIF3H EIF3E EIF3F RAC1 SFTPD EIF3I ARAP1 CLASP1 ARAP3 CLASP2 EIF3J FGD5 CDC42EP4 FGD6 STK38L ARHGEF10L FGD4 CDC42EP5 HMGB1P10 TAOK2 PAIP2 PIF1 EIF4B TSC1 EIF4H RTN4 LIMA1 AP2S1 TERF2IP LATS1 CDC42 CEP250 GSN ZFYVE16 MAPT ATF7IP ARHGEF2 SPACA3 CCDC88A EIF1B MID1IP1 NEXN LDLRAP1 SLIT2 UBE2N AMIGO1 NCK2 EIF4G2 EIF4G3 MTRF1 NCK1 TPPP EIF4A2 GHRL TMSB4Y MAPRE1 UBB STON2 STON1 HCFC1 PAIP2B AZU1 SORBS3 SET DAZL ERCC4 RASA1 TERF2 ERCC1 APC COL4A4 KLK8 DAZ1 UPF1 NF2 CBL CRIPAK ETF1 CDH13 YWHAH CAPG PBX1 FAF1 PBX3 PBX4
PURINE_RIBONUCLEOTIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PURINE_RIBONUCLEOTIDE_METABOLIC_PROCESS ADSS FIGNL1 OLA1 C16orf7 ACLY AK5 CTNS GUK1 AMPD3 NDUFS1
COFACTOR_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/COFACTOR_CATABOLIC_PROCESS SDHA BLVRA SDHB NNT ALDH1L1 ACO2 SDHC SDHD UGT1A1 PDHB
RAS_PROTEIN_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/RAS_PROTEIN_SIGNAL_TRANSDUCTION ALS2 ARHGAP4 ARHGAP5 APOA1 APOE ARHGAP1 RHOA RRAS RHOB ABRA RHOD FGF2 RHOG DBNL PLD1 ROCK1 LIMK1 RALBP1 RREB1 G3BP1 ARHGAP27 ARHGAP29 ELMO1 FARP2 MFN2 PLCE1 CRKL SGSM3 GNB1 CFL1 LCK GRAP2 FGD2 ARHGDIG FGD1 GRAP GRB2 MRAS RTKN MYO9B ARF6 ABCA1 ROPN1B RASGRP4 SOS1 RASGRP1 RAC1 APOC3 ADRA2A ARAP1 ARAP3 FGD5 FGD6 ARHGDIA FGD4 ARHGDIB CNKSR1 NF1 IGF1 TAX1BP3 PARK7 LAT CDH13 NOTCH2 TSC1 RASSF1
MYELOID_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/MYELOID_CELL_DIFFERENTIATION TM7SF4 CSF1 MMP9 SPI1 ZNF675 PF4 FOXO3 ZBTB16 IL31RA CALCA CDC42 ACVR1B ALAS2 SNRK RASGRP4 DYRK3 ACIN1 RUNX1 KAT8 KAT6A IL4 LYN MAFB HCLS1 LDB1 CEBPG CDK6 IFI16 INHA MYH9 INHBA ACVR2A RPS19 ETS1 SCIN NCOA6 CARTPT
CELL_CYCLE_PHASE http://www.broadinstitute.org/gsea/msigdb/cards/CELL_CYCLE_PHASE XRCC2 DBF4 KNTC1 PKMYT1 TTK AURKA CDC16 FOXO4 TTN TGFB1 CUL3 CUL2 CUL5 RAD21 CDKN2A DDX11 CDKN2B CDKN2C CDKN2D TARDBP STAG3 CCNA1 CDCA5 CCNA2 CUL1 ANAPC5 RAN RINT1 POLE ANAPC4 LIG3 SKP2 TBRG4 ESPL1 PIM2 DCTN3 FOXN3 BOLL DCTN2 RAD1 REC8 MAD2L1 TIMELESS ZWINT CLIP1 AKAP8 MAD2L2 NEK6 RAD17 PPP5C PAM NEK2 MRE11A TIPIN CHEK1 ANAPC10 ANLN ANAPC11 RCC1 SYCP1 PIN1 PRUNE2 DUSP13 RAD51B NPM2 KATNA1 PBRM1 RAD51D EGF GML SSSCA1 TAF1 CDC23 NDC80 TPD52L1 SUGT1 CDC27 RAD54L ATM CDKN1C CDKN1A CDKN1B NOLC1 PLK1 POLD1 MYO16 RAD54B ABL1 SMC1A E2F1 KIF22 NBN KIF25 LATS1 LATS2 ACVR1B KIF2C TRIAP1 GFI1B PCBP4 DLGAP5 PRMT5 TGFA CDK10 TAF1L ZW10 CDC7 KHDRBS1 CDC6 KIF11 KIF15 TPX2 NUSAP1 CDK6 RB1 CDK4 UBE2C RAD52 CDK2 RAD50 RAD51 SPDYA INHBA CHMP1A EREG TOP3A CDK2AP1 USH1C BUB1B DMC1 CHFR KPNA2 ACVR1 MAP3K11 BCAT1 PPP6C POLA1 PML CETN1 BRSK1 SPO11 NUMA1 NCAPH HSPA2 KRT7 BUB1 CDK13 GFI1 CD28 PTPRC PDS5B MSH5 MSH4 CENPF BIRC5 CENPE CDC25C CDKN3 SMC3 LEPREL4 SMC4 CDC25B MPHOSPH9 CUL4A GSPT1 EPGN CIT MPHOSPH6 APBB2 APBB1
LEUKOCYTE_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/LEUKOCYTE_DIFFERENTIATION TM7SF4 MMP9 CSF1 JAG2 ZNF675 HDAC7 TPD52 SPINK5 SART1 IL31RA CALCA CDC42 ZAP70 CD4 ACIN1 RUNX1 IL4 PTPRC CD3D IL7 CEBPG IL27 INHA IFI16 SOCS5 NFAM1 MYH9 CD1D HDAC5 HDAC4 INHBA LCK CARTPT CD79A IL12B HDAC9 NHEJ1 IL2
JNK_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/JNK_CASCADE ZAK ADORA2B PTPLAD1 MAP4K2 DUSP10 MAP4K1 ZNF675 DAXX MAP3K6 MAP3K5 MAP3K4 MAP3K2 MDFIC MAP3K9 CD27 MDFI GPS1 DBNL CARD9 TNIK TAOK2 KIAA1804 TAOK3 MAP2K4 EDA2R PKN1 MINK1 TPD52L1 MAPK10 GPS2 MAP4K3 AMBP SH2D3C MAP4K5 CRKL SH2D3A HIPK2 MAP3K10 MAPK8IP2 MAPK9 MAPK8IP3 MAPK8 MAPK8IP1 DUSP9 MAP3K13 MAP3K12 MAP3K11
POSITIVE_REGULATION_OF_I_KAPPAB_KINASE_NF_KAPPAB_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_I_KAPPAB_KINASE_NF_KAPPAB_CASCADE RPL17 SLC44A2 SLC20A1 VAPA TBK1 TSPAN6 GJA1 FASLG MUL1 TLR6 SHISA5 CANT1 NOD2 NOD1 MYD88 TMEM9B MIER1 HMOX1 TICAM1 CASP8 RHOA TICAM2 RHOC TMEM101 BUD31 CASP1 GPR89A BCL10 LTBR BST2 GOLT1B RELA FADD CD40 WLS ECT2 FLNA UBE2N TRIM38 ZDHHC17 TNFRSF10B ATP2C1 VOPP1 MIB2 RIPK1 ZDHHC13 RIPK2 EEF1D NEK6 PPP5C MAVS LITAF PPM1A TRIM13 UBE2V1 TFG FKBP1A CXXC5 TAB2 TNFRSF1A TMED4 MAP3K3 REL SLC35B2 PLEKHG5 CC2D1A TRAF6 TRAF5 CFLAR SECTM1 CARD9 LGALS1 NDFIP1 NDFIP2 MALT1 BIRC2 ECM1 LGALS9 TRADD TRAF3IP2 IKBKE APOL3 TNFSF10 NUP62 PLK2 HTR2B F2R
CELLULAR_PROTEIN_COMPLEX_DISASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_PROTEIN_COMPLEX_DISASSEMBLY UPF1 MTERF TNP1 ETF1 HMGA1 TTF2 MAZ SET SMARCE1 MTRF1 HRSP12 SUPT16H NRG1
REGULATION_OF_RAS_PROTEIN_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_RAS_PROTEIN_SIGNAL_TRANSDUCTION FGD2 ALS2 FGD1 RALBP1 NF1 ARHGAP27 ARF6 MFN2 NOTCH2 PLCE1 TSC1 RASGRP4 RAC1 ABRA ARAP1 ARAP3 FGD5 FGD6 FGD4
RHYTHMIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/RHYTHMIC_PROCESS ENOX2 SPRR2G SPRR2F SPRR2E SPRR2C SPRR2D SPRR2A SPRR2B PER2 AANAT PER1 EIF2B2 CRY1 EIF2B4 EIF2B5 FOXL2 EGR3 ARNTL SOD1 PTGDS EREG TIMELESS HTR7 HEBP1 CARTPT BMPR1B CLOCK OPN4 MTNR1A
NITROGEN_COMPOUND_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NITROGEN_COMPOUND_METABOLIC_PROCESS GNPDA1 SNCAIP CHIA B3GALT6 SLC7A8 SLC7A9 GGT1 SLC7A4 SLC7A5 BBOX1 SLC7A6 SLC35A3 IDO1 FAH GLDC SLC7A7 TGFB2 GOT2 ASPA ST3GAL2 GOT1 SCLY PLOD1 MAT1A SULT1A1 ASMTL ST3GAL6 SULT1A2 SPR DDAH2 NQO1 DDAH1 NANP EGFR ALDH6A1 YARS DARS GATM CSGALNACT1 AARS QDPR GGT5 CDO1 GLCE SARS2 GNS ISCU PYCR1 COLQ SULT1B1 HAS1 RARS EXT1 EXT2 MPST GCLC GCNT2 ASS1 GLUD2 GNE FARS2 GLUD1 PAH ASL NAGK EXTL2 GCLM KARS CHIT1 OAZ2 ARG1 B3GNT8 GAD2 OAZ1 GCSH ASRGL1 ALDH4A1 AIMP1 GAD1 B4GALT7 P4HB UAP1 GUSB SPHK1 SLC6A14 HGD TST ATF4 BAAT DIO2 SLC7A2 DIO1 FPGS SLC25A15 HSP90AB1 BCKDK AMT AKT1 GSS MCCC2 WARS MSRA NOS2P1 TYR XYLT1 CHST12 HDC CHST11 CHST13 GSTZ1 HPD PEPD HSP90AA1 PRG3 ALDH5A1 CHST2 CHST3 CHST4 SLC3A1 CHST5 HYAL4 DDO CHST1 CHST7 CHST6 SDS DHPS SMS CLN6 AOC3 BCAT1 ALDH18A1 GALNT5 UGDH NFS1 HPRT1 GCH1 GLS2 DCT MTHFR B4GALNT2 MARS2 ETNK1 SULT1C2 PTS GCHFR BCKDHA BCKDHB ADI1 GLA LARGE SLC6A6 GAMT MAT2B SLC5A7
VIRAL_REPRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/VIRAL_REPRODUCTION CCL1 HS3ST6 CCL3 HS3ST5 CCL2 RSF1 DERL1 VAPB OPRK1 CALCOCO2 EIF5A RRAGA DEK HCFC2 APOBEC3G APOBEC3F CCL4 TGFB1 SMARCB1 WWP2 MDFIC WWP1 HTATSF1 CXCR6 ITCH GFI1 TNIP1 TOP2A PARD6A CTBP1 CTBP2 IL8 SMAD3 HBXIP UBP1 CLEC4M TARBP2 PPIA CD209 CD81 ACE2
MONOCARBOXYLIC_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/MONOCARBOXYLIC_ACID_METABOLIC_PROCESS PTGES3 ACOX2 PPARA PPARD CYP2J2 ALDH1L1 PTGS1 ACOT2 ACOT1 AGXT ACOT4 BBOX1 ACN9 MSMO1 ACOX3 ACOT9 AKR1C3 AKR1C2 MTHFD2 CYP39A1 PTGES ACOT12 GNPAT AKR1C1 ACADM PRG3 ALDH5A1 ACADS CSGALNACT1 PLA2G15 ADIPOR2 ADIPOR1 ECI2 PPARGC1A ACADVL HAO1 PNPLA8 NPC1 PTGDS ALOX15B HAO2 SLC27A6 AKR1D1 SLC27A2 SLC27A5 CROT ALOX12 DEGS1 HACL1 ME3 ACADSB ECH1 HSD3B7 PFKFB1 UGDH ECHS1 ARPP19 CD74 HADHB MIF TNFRSF1A ABCD2 BDH2 NR1H4 CPT1B FADS1 MCAT FTCD IGF1 FADS2 CPT1A BRCA1 OXSM CYP4A11 GBA2 CYP7B1 CYP4F8 ATF4 GLYAT BAAT GCK MLYCD FAAH SLC25A10 CYP4F3 LTA4H CYP4F2 HPGD
REGULATION_OF_ACTIN_FILAMENT_LENGTH http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_ACTIN_FILAMENT_LENGTH LIMA1 ARF6 CXCL12 LATS1 NEBL NCK2 CDC42EP2 GSN NCK1 CAPG TMSB4Y RASA1 CDC42EP5
LEUKOCYTE_CHEMOTAXIS http://www.broadinstitute.org/gsea/msigdb/cards/LEUKOCYTE_CHEMOTAXIS IL8 ITGB2 PF4 CX3CL1 IL10 TGFB2 CXCR2 DOCK2 SAA1 CKLF SFTPD SCG2 SYK
REGULATION_OF_NUCLEOCYTOPLASMIC_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_NUCLEOCYTOPLASMIC_TRANSPORT KHDRBS1 NCBP2 MDFI NUDT4 NFKBIE NF1 SMAD3 TNFSF14 CDH1 NLRP3 MXI1 TGFB1 FLNA UHMK1 NFKBIL1 TONSL GSK3B NLRP12 BCL3 FAF1 TRIP6 BARD1
MULTICELLULAR_ORGANISMAL_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/MULTICELLULAR_ORGANISMAL_DEVELOPMENT MEF2C MEF2B HRAS GDA MEF2A BTD PPP2R5D RORB MYLIP SART1 BTK CUL7 MC1R SH3GL3 BRAF PDPN RREB1 LIG1 MYH3 UGCG LIG3 MYH7 MYH6 MYH9 MARK4 PROX1 THY1 DOC2A TAGLN SERPINF1 F2 FOXG1 ZNF384 ROR2 SHOX PMP22 EIF2AK3 SH3GL2 SH3GL1 OSTF1 AMTN SERF1B CACNB2 T ARIH2 ATN1 KAL1 IL17F ZAP70 SPP2 RECQL4 KIF3B CYP46A1 NTF3 MOBP NXF5 NXF2 DUSP22 ATR SERPINI1 SMURF1 MAB21L2 FGF5 NEURL FGF8 HTATIP2 FGF7 ELF3 TCOF1 SPI1 EVI5 SCRG1 NMUR2 FGF1 FGF2 GHR EGFL7 LYN TP53 IL6R WAS MMP11 INHBA EREG FOXC2 LRMP FOXC1 EGFL8 VCAN IL12B CSF3 CSF1 NNAT TRIM14 TRIM15 PCOLCE SNRK COL7A1 PKD2 PAPSS1 PAPSS2 C1GALT1 PPP1R17 WNT8B MYF6 IL4 IL3 IL8 LMX1B IL7 MYF5 NTNG1 IGF1 NTNG2 IGF2 MID1 PHYH CDH13 MEF2D ACCN1 EPGN STAB1 BNC1 FOXE1 AMOT IL2 LMO1 GRIK1 LMO2 LMO4 IL18 TGFB3 LRRC4C PDX1 NR2E1 TGFB1 IL10 TGFB2 CXCL10 TDGF1 GALR2 BCL10 STMN3 BST2 BST1 BAIAP2 IL27 ENC1 MGP NRD1 ZNF7 IL20 EP300 VAMP5 TFAP2B EDF1 TFAP2A EDA SMARCA1 SNTG2 FGD1 CCL2 ADORA2A ST8SIA2 MDK NR2C2 TCP11 TEAD4 PCDHA10 PCDHA11 EGF HELLS UPK2 ARHGDIB FKTN CCM2 MEA1 JRKL HDAC5 P2RX5 HDAC4 S100B ST8SIA4 DYRK1A ADRA1B MYO16 FABP1 SCN8A FABP7 HDAC9 ADRA1D FABP5 CELF3 PAX6 PAX5 PAX4 PAX3 PAX2 PAX1 MBP SPRY2 PCDH1 RNF103 TIE1 CNTN6 IFI16 HOXC11 GAA CNTN4 UBB NRGN CASQ2 RAG1 BRSK2 APLP1 COL9A1 CD9 COL9A2 LEFTY2 AVIL CD4 CALML5 DCLK1 EBP KLK7 SECTM1 KLK8 KL CEBPG KLK5 MAL COL5A3 FRZB COL5A2 ID2 BAX GDF11 GDF10 ID3 EDN3 NELL1 FST UTRN LHCGR TPD52 MOG ATP2B2 DSPP ATXN10 APOE ERAP1 COL12A1 CEP290 RAB26 COL10A1 MATN3 CD3D VANGL2 KRT13 UBR3 KRT10 SCEL FARP2 HES1 LETM1 KRT19 RND1 KRT17 KRT16 ATP2C1 KRT15 VEGFA KRT14 MNT NPTN LRCH4 EXT1 EXT2 PNMA1 IQCB1 CDK5R1 MFNG LENEP KEL RBP2 HOXB13 EPHB4 EPHB1 EPHB2 AHSG SEMA5A TCF21 CRMP1 LHX1 LHX3 SMA4 LHX6 MAML3 OLFM1 BLNK COL18A1 MDFI IKZF3 MLL IKZF1 HPCAL4 FTO RYBP DDX1 KRT31 CELSR1 KRT34 KRT32 EPHA2 NCKAP1 MYCNOS DLX2 ATP2A2 ETS1 DLX6 DLX5 ETS2 GHSR TCF12 KLF4 TCF15 KLF3 NRP2 PCDHA6 PCDHA7 PPARD PCDHA8 NRP1 ARSE ACVRL1 PCDHA2 PCDHA3 PCDHA4 MYBPC3 PCDHA5 PCDHA1 KCNIP2 GLI2 PTEN SPINK5 CANX GLI1 AES GNPAT MKX SEMA3B PCDHB9 PCDHB5 UFD1L PCDHB6 PCDHB3 PCDHB4 PCDHB2 ARTN NFAM1 CD164 RBBP7 AMIGO1 PROK2 SEMA4F RIPPLY1 NPPB CXCL1 ETV7 PARD3 RAB3D ZBTB16 AZU1 LY6H VWC2 APBA2 APBA1 JARID2 HCLS1 NLGN1 NPR1 GJB5 NPR3 SOD1 SNAI2 GJB1 CD1D PRELID1 YWHAG YWHAH MEOX2 MEOX1 SVIL PHGDH NHLH2 PTCH1 PTCH2 ATP6V0A4 TMEM176B NHLH1 VLDLR MYOD1 PLXNA3 CASR NRTN PLXNA1 MMP9 FOXO3 FOXO4 TTN GDNF GHRHR GATA1 PRKACG REG3A WNT1 PROP1 ROBO1 GATA6 GATA4 ROBO4 ROBO2 PDGFC C16orf80 KRT85 LGI1 IFRD1 KAT8 KRT83 KAT6A PICK1 FOXN1 CBLN1 LSAMP OPHN1 DSP NRSN1 EMP1 FGFR1 FGFR3 TCL1A GREM1 PCDHAC2 PCDHAC1 ITGAX NPM2 TRO NKX3-1 CSF1R GNRH1 HTT BMX ITGA2 FOXP2 ITGA7 CYFIP1 GLMN CD79A CHRD POU6F1 AEBP1 INSL4 POU6F2 GNRHR SCGB1A1 PDCD1 DGCR2 RIPPLY2 ANG DGCR6 POU4F2 MKKS POU4F1 SRD5A2 MKL2 SHC3 BOC KIRREL3 ALX1 NANOG CHST2 DMRT1 DMRT2 ALK FSHR OSM EYA2 EVPL BPTF KRTAP5-9 SCIN ITGB1BP2 GHRL CUX1 UTP3 KRT6A KRT6B UBE3A MTM1 NPTX1 POU2F3 COMP TGM3 CDK13 TGM5 ERCC3 CRIM1 SCG2 ERCC2 ZBTB7B GLRB FOXL2 PARK2 SIRT2 ATXN3 PRLR MAP1S BMPR1B IGFBP3 IGFBP4 ALS2 HCCS HOXD13 L1CAM HDAC7 CITED2 FLI1 CTGF SYK PHOX2B ZNF45 PTPRR PITPNM1 ADAMTS9 NME2 RPS19 MSX1 TRAPPC4 TGIF1 ATPIF1 TRAPPC2 ADAMTS4 ODAM NAGLU EMCN ERBB4 ERBB2 MYEF2 PPT1 HESX1 NPHP3 MUSK ZNF74 NUDC DMBX1 DVL2 DVL3 KLF10 SPHK1 MSTN TNNI3 DVL1 PCDH18 APOL2 SHOX2 TRPS1 TGFBR3 TLL1 KCNH1 RTN4 HLF HNF1B ZNF675 DGCR14 RTN1 DFNB31 HLX MAPT CREG1 USH2A STS STX2 ACTA1 CMKLR1 PTF1A TLE3 TLE1 FOSB TLE2 MXD1 FLNA GPR98 ARVCF NAB2 KIAA1217 NHEJ1 RAPGEFL1 CLN8 CLN5 GPR65 FHL3 PCDHB15 PML PCDHB14 PCDHB13 PCDHB12 PCDHB11 ITM2B PCDHB10 PCDHB16 PCDHB17 COL6A3 CSDE1 PCSK9 LIMD1 CCBP2 HSD17B3 RASA1 SIM1 SIM2 ZNF267 ELAVL1 RICTOR CAPN3 PLG CCL17 RPL29 RPS6KA6 RPS6KA3 LARGE ADAP2 HBEGF MPPED2 CTNS NR5A2 ZNF256 GFRA3 NR5A1 BMP10 CHERP HMGCR STK36 JAG2 TNFSF13 TNFSF12 DLK1 ZIC1 ZIC3 ZIC2 NRCAM GPR45 APOA5 UNC5C SPON2 BPNT1 INSR MATK FLVCR1 RET TAZ SIX3 DLL3 VAX2 SIX6 HHEX GPR56 SIX1 COL1A2 SPDEF COL1A1 TNFAIP1 ACHE HMGB3 DRD2 TNFRSF12A MRAS CNTFR EXTL1 ECE2 DYRK3 DDX41 ANGPTL3 ANGPTL2 ANGPTL4 ADAM23 NEUROG1 WHSC2 NEUROG3 ANKH NDUFV2 MYH11 CACNA1H ADAM22 ASPRV1 LEPR FES PRDX1 CDC42 ALAS2 NDUFS4 TRIM3 HEY1 PCP4 HEY2 DLG4 RHOB LIMK1 OTX2 CDK6 MBNL1 HMGA2 RPS4X NCL CDK5 HUNK CHRM3 CHRM2 NCOA4 CHRM1 LCK NCOA6 ACVR1 ABLIM1 IRX4 NDP CTF1 RNH1 PF4 DCN ALDH3A2 MSX2 DCT COL17A1 DNER PAFAH1B3 PAFAH1B1 DCX COL4A4 COL4A3 COL4A2 PLP1 NF2 ALPK3 COL13A1 HCK FBN1 NF1 DPYSL5 DPYSL4 RCAN1 DPYSL3 DRG1 DPYSL2 ANXA2 CLPTM1 HEYL SMPD1 JAK2 APAF1 FEZ2 FEZ1 NOG CDX1 S100A7 SNCA AQP4 POSTN ADORA1 SHH BDNF PLOD1 CHRNA4 NGFRAP1 CHRNA7 CHRNA1 PITX3 EIF2B2 EIF2B3 EIF2B4 TWIST2 PITX2 EIF2B5 TWIST1 RARG EFNB3 NKX2-6 MDGA1 MDGA2 PIM1 C4orf6 ACRV1 TBR1 PRELP CD40LG LAMC2 EFNA5 LAMC1 KCNMB4 GCNT2 HOXA13 ELN ITGA11 TAGLN3 KCNMB2 MYT2 LIF LAMB3 AGGF1 BAI1 HOXA10 AGRN IL1RAPL2 LAMB1 EMD NKX2-2 BMP4 BMP2 BMP1 TRPC5 SMAD5 SMAD2 EN1 MYOZ1 SMAD1 EN2 CSRP3 NKX6-1 LAMA2 NOTCH2 NOTCH1 LAMA3 NOTCH4 SFRP4 TMOD2 LHB ENG GYPC TM7SF4 SPG7 TBX22 TBX21 CDSN TNFRSF11B ALOX12B COL11A1 MSL3 DNAJC19 DHCR24 ADAM10 FLOT2 RBM45 SLIT1 CLC SLIT2 SLIT3 VCX3A CTNNBIP1 SGCG SGCD SIAH1 SGCE ADAM12 SGCA SGCB SHROOM2 SHROOM3 SHROOM4 STATH EHF COL2A1 SUFU MLF1 SPEG UGT8 LECT2 THBS1 FZD9 TBX6 NAT8 TBX3 PTPRZ1 TBX5 NASP TBX4 AFF3 TBX1 AFF2 EIF2B1 STAT3 FZD6 COL19A1 MAPK12 CLEC3B DRP2 CLEC3A NEUROD2 PBX1 PBX3 CIT PBX4 FGF19 MAEA CRABP1 FGF14 WFS1 FGF17 FGF16 ARNT2 CRABP2 FGF11 FGF10 FGF13 CSPG5 FGF12 ANKRD7 IL31RA HOXC6 GSTM3 ACIN1 ODZ1 DSCAM TNFRSF17 SOCS5 MEPE NR0B1 NUMBL TIMM8A PTHLH PLCE1 GYLTL1B CARTPT PAEP PRPS1 KALRN MYL6 SRI LST1 GCLC TFAP4 MCL1 SOX3 ONECUT2 MAP4K2 NINJ2 MAP4K1 DSCAML1 NINJ1 ATP6V1B1 SOX8 GCLM HOXA1 B3GNT5 PTPLA SFTPD HOXA9 RUNX1 RUNX2 SFTPB SRGN AXIN1 MEST PARD6B EVC NFE2 ZMYM4 MAFB ZMYM3 CPNE6 ZMYM6 DMP1 TINAG HOXB1 GCM2 HOXB2 BMI1 LSR CRX GSS ACVR1B TPP1 POMT1 PTH1R SOX15 KCNQ2 PRL RS1 EGR3 EGR2 ALDH5A1 NRXN3 SOX14 LDB1 SOX11 MINK1 NRXN1 INHA ACVR2A ACVR2B SMTN BTG1 BTG4 NAIP GSTP1 RTN4RL1 SPRR2G SPRR2F SPOCK1 SPRR2E POU1F1 KRT9 CALCA NPAS1 UTP11L NPAS2 KRT5 HAND1 SPRR2C SPRR2D RASGRP4 MYL6B HAND2 SPRR2A SPRR2B PTH MSI1 KRT1 PTN POU3F3 KRT2 RTN4RL2 PTS THPO PTPRC ERG DNM1L DTX1 PLAC1 CENPF CBY1 SPARC RACGAP1 WNT2B GMFB PSPN SPRR1A CASP14 KCNN3 SPRR1B F2R
BRAIN_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/BRAIN_DEVELOPMENT POU6F1 GLI2 ZIC1 SHH ZIC2 NDUFS4 CEP290 ROBO2 UNC5C ALX1 EGR2 MDGA1 OTX2 SIX3 ALK TBR1 SLIT1 VCX3A PITPNM1 BPTF NCOA6 FOXG1 GPR56 CNTN4 SMARCA1 CLN5 UTP3 SHROOM2 CDK5R1 SHROOM4 UBE3A NNAT DSCAML1 PPT1 HESX1 ECE2 LHX6 NKX2-2 DMBX1 NF1 AFF2 FOXP2 PCDH18 DLX2 MAP1S PHGDH MYO16 PBX1 PBX3 CTNS PBX4
ANATOMICAL_STRUCTURE_FORMATION http://www.broadinstitute.org/gsea/msigdb/cards/ANATOMICAL_STRUCTURE_FORMATION ACVRL1 HTATIP2 IL18 TNFSF12 GLI2 FOXO4 SPINK5 CANX SHH TGFB2 ANG ROBO4 RHOB ERAP1 CEP290 CHRNA7 MYH9 NCL SLIT2 THY1 PROK2 EYA2 SERPINF1 BTG1 VEGFA NPPB ATPIF1 EMCN RNH1 PML PF4 TRIM15 CD9 AGGF1 IL17F RUNX1 EGF ANGPTL3 C1GALT1 SCG2 ANGPTL4 COL4A3 COL4A2 IL8 NF1 SPHK1 NPR1 SMAD2 TNNI3 PLG CDH13 EPGN STAB1 NOTCH4 AMOT KLF4
IMMUNE_EFFECTOR_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/IMMUNE_EFFECTOR_PROCESS MBL2 TRAF2 CADM1 IL28RA BNIP3 RSAD2 APOBEC3G TNFSF13 TLR7 APOBEC3F CD74 TGFB1 TLR8 MAP3K7 CFHR1 APOA2 APOA1 FCN2 BCL2 FCN1 KRT1 C2 TRAF6 IL4 PTPRC CRTAM IL29 SLA2 DEFB103A CEBPG MALT1 FOXP3 NCR1 TARBP2 CD40LG BNIP3L IL12A IL12B
RESPONSE_TO_NUTRIENT_LEVELS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_NUTRIENT_LEVELS CCKAR ENPP1 GNAI2 NUAK2 PPARG ASNS ENSA GCGR CDKN2B ALB CDKN2D PCSK9 OGT SREBF1 STC2 FADS1 TP53 LEP SSTR2 CHMP1A TULP4 NPY SSTR1 GIPR CARTPT GHRL STC1 GHSR SST
CELL_CELL_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/CELL_CELL_SIGNALING PGF PGR HTR1B GRIN2B HTR1D HTR1F HTR1E PTPRJ SCN2B KIF5A GRIN2A BSN MAPK1 SSTR2 SIRPG GRB10 SSTR3 DOC2A SSTR1 PMP22 GRAP2 SCN1B ADCYAP1 HCRTR2 IL17C HCRTR1 IFNA2 IL17A IL17B SYPL1 IFNA7 UNC119 NTF4 NTF3 KLF10 KCNK3 RAPSN AREG ASIP CHRNE FGF6 FGF5 GLRA1 FAM3D FGF9 FAM3B LNPEP NMUR1 NMUR2 CEACAM6 FGF3 FGF4 AVP AR NPBWR1 NPBWR2 PI4KA INHBB INHBA EREG TXN OPRK1 PCDHB14 PCDHB13 PCDHB11 PCDHB10 CCL27 AMPH CCL26 PCSK2 CCL24 PCSK1 CCL22 CCL23 CCL20 CCL21 PCDHB16 PCSK6 HTR3A SNAP25 PCSK5 HTR3B WNT8B IL3 IL7 CCL16 CCL15 CCL18 CCL17 ACCN1 CCL13 STAB1 MYCBPAP HTR2C IL2 NR5A1 HTR2A MPZL1 KCNC4 GRIK1 GRIK2 IL18 GRIK4 TGFB3 IL15 ENPEP CXCL11 TNFSF18 IL11 CXCL10 TGFB2 GALR3 GALR2 IL1B LPAR3 KCND2 BST2 NUDT3 BAIAP3 IL26 NTSR1 GABRR2 TNFAIP6 GABRR1 GPR56 GPR50 TFAP2C DRD1 CCL3 ADORA2A DRD2 KCNA1 DRD4 CCL8 CCL5 CCL4 CCL7 ECE2 CRB1 TEK AIMP1 ADRA2C ADRA2B HCN2 SNAPIN FURIN PDE7B TNFSF10 CXCL14 CXCL13 MTNR1B ADRA1B ADRA1A CACNA1E XCL1 MERTK ADRA1D CACNA1B GABBR2 MBP SPRY2 PCDH1 SLC1A2 WISP2 WISP1 SLC1A3 IAPP WISP3 SLC1A6 DLG4 SLC1A1 IK PCDH8 ESR2 KIF1B SIGLEC6 CNTN4 UBB TSHR ALDH9A1 HCRT CTF1 NDP TSHB CD9 HRH3 TMED1 TSPAN32 GCHFR GUCA1B COL4A4 PLP1 KLK8 NF1 MAL TNFSF9 DBH TNFSF8 GCK GDF15 CGA SYT1 EDN3 CGB UTS2 EFNA1 SYT5 EFNA2 S100A9 EFNA3 GDF5 ADORA1 SHH APOE CHRNA5 CHRNA4 CHRNA6 CHRNA1 EIF2B2 EIF2B4 EIF2B5 EFNB3 STC2 EFNB1 STRN4 EFNB2 C1QA LILRB2 COLQ CCR5 CD33 HTR7 HTR6 NPTN EFNA5 STC1 EFNA4 LALBA KCNMB3 KCNMB4 CALY MME CD70 PXK POMC RIMS1 KCNMB1 KCNMB2 LIF SEMA5A GAD2 GAD1 HAP1 BMP3 MLN BMP2 HOMER1 NPY CHRNB4 CHRNB3 QPRT PYY CHRNB1 RIT2 GHSR LHB PPARD NRP1 TOLLIP GJA1 KCNIP1 GJA3 SH2D1A TNFRSF11A FXN SEMA3B PCDHB9 KCNMA1 STX1A GPR176 PRG3 PCDHB5 PCDHB6 PCDHB3 PCDHB4 PCDHB2 GRM1 STX1B AMIGO1 GRM5 GRM4 GRM3 GRM2 ADM SEMA4F GRM7 ASH1L ADAM17 RAB3A IL36G CXCL5 CCR1 CXCL9 NMB CXCL6 HPRT1 NAMPT GCH1 AGT CD24 MLLT4 APBA1 DTNA TRHDE TBX3 TBX5 NLGN1 SNAI2 SOD1 GABARAP GJB1 GJB2 YWHAG YWHAH GRIA2 GRIA1 TUSC2 SEPT5 FGF18 SNCAIP SLC6A1 GABRB2 PDGFA FGF14 SLC6A2 FGF17 SLC6A4 FGF16 FGF11 CNP FGF13 FGF12 VIPR1 GDNF VIPR2 PTGIR NQO1 FGF21 FGF20 PTHLH CBLN1 AKAP5 CARTPT WNT5A SRI GRAP GRB2 TRH NOVA1 GNRH1 CPNE6 OMP CORT PHEX SST INSL3 INSL4 FASLG CD97 KCNQ5 KCNQ3 SRD5A2 ZYX KCNQ2 TAAR5 LTB LTA NPFF CHST4 INHA OSM AMH GHRH GHRL CPLX1 AKAP9 CALCA NPTX1 SYN1 SYN3 SYN2 PTH SCG5 FGFBP1 GLRB MPZ ATXN3 KCNN1 KCNN3 SLC6A5 CRH SLC5A7 CHRNA10 MGST2
LIPID_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/LIPID_BIOSYNTHETIC_PROCESS SGMS2 GBGT1 PTGS1 SGMS1 CERS5 APOA1 AGPS LCAT UGCG NR0B1 CHPT1 PNPLA3 PLCE1 PI4K2A HSD11B2 MVK CNBP TFCP2L1 ST8SIA1 ST8SIA3 PDSS1 CD74 PDSS2 B3GNT5 LPCAT1 PEMT PCYT1B CYP19A1 MCAT FDPS FDXR BRCA1 CYP7B1 ST8SIA5 CERS1 IDI1 BMP6 PTGES3 IMPA1 ALG1 CYP11B2 PEX7 ST6GALNAC6 PIGK AGPAT6 CYP39A1 PIGF PIGG ANG PIGH PIGB NPC1L1 PIGC PCYT2 AGPAT2 AGPAT1 DHCR24 PIGA PIGZ PIGY CYP11A1 PRG3 PIK3C2A PIGV PI4KA PIGU PIGT PIGS PI4KB PIGO DGAT2 PTGDS ADM CD81 AKR1D1 DEGS1 PGS1 HSD3B1 HSD3B7 GPAA1 MIF DGKE DHCR7 ETNK1 NSDHL FADS1 FADS2 SOD1 OXSM LARGE DPM1 DPM2 DPM3 LTA4H SCP2 HPGD NR5A1
ORGAN_MORPHOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/ORGAN_MORPHOGENESIS HCCS HRAS CDX1 IL18 FGF16 TGFB3 FGF10 RORB TNFSF12 PDX1 ZIC1 FOXO4 TGFB1 SHH TGFB2 FLI1 CUL7 ROBO4 CEP290 ERAP1 CHRNA7 PITX3 PITX2 SYK BRAF VANGL2 FOXN1 MYH7 MYH6 MYH9 SIX6 PROX1 THY1 MSX1 SERPINF1 VEGFA ATPIF1 FGD1 ODAM EMCN CCL2 AMTN ELN ONECUT2 DSCAML1 EPHB4 ITGAX AGGF1 LHX1 LHX3 IL17F RUNX1 EGF LAMB1 ANGPTL3 SFTPB ANGPTL4 COL18A1 CCM2 HTT SPHK1 ITGA2 TNNI3 TINAG NKX6-1 NOTCH2 NOTCH4 GLMN FABP1 ENG GYPC ACVRL1 HTATIP2 NRP1 MYBPC3 PAX6 PAX5 PAX4 PAX3 GLI2 LSR CANX SPINK5 CRX SPRY2 DGCR2 AES HEY1 ANG DGCR6 HEY2 RHOB GNPAT FGF2 STX2 EGFL7 TLE3 TLE1 TLE2 NCL PROK2 EREG BTG1 GAA NPPB FOXC1 ABLIM1 SHROOM2 ETV7 RNH1 PML PF4 DCN POU1F1 APLP1 COL9A1 COMP LY6H PKD2 PCSK9 RASA1 C1GALT1 SCG2 COL4A3 COL4A2 TBX3 IL8 IL7 CEBPG PLAC1 NF1 TBX4 NPR1 TBX1 SOD1 COL5A3 PLG CDH13 EPGN STAB1 BAX AMOT PTCH1 TMEM176B
DETECTION_OF_CHEMICAL_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/DETECTION_OF_CHEMICAL_STIMULUS KCNMB3 RTP3 KCNMB4 SYT1 CASR RTP4 STIM1 TAS1R3 KCNIP2 KCNIP1 TAS1R2 KCNMB2 TAS2R16 NOD2 TAS2R14 GCK UGT2A1 TAS2R43
POSITIVE_REGULATION_OF_HYDROLASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_HYDROLASE_ACTIVITY GNA15 TNFSF15 PMAIP1 EDNRA NLRC4 CDKN2A CASP8AP2 CASP9 ANG NMUR1 NMUR2 APOA5 RGN BUD31 PLCB2 LPAR2 S1PR4 EGFR AIFM3 C5AR1 CCKBR RALBP1 CYCS TP53 ARHGAP27 NLRP3 NLRP2 BCL2L10 THY1 TNNT2 GNAQ IFNB1 F2 LCK ERN1 APOC2 MOAP1 MTCH1 DIABLO ARAP1 HIP1 COL4A3 FOXL2 CARD8 SMAD3 STAT1 VCP BBC3 IFT57 BAX AVPR1B AVPR1A PPP2R4 APAF1 F2R
S_PHASE http://www.broadinstitute.org/gsea/msigdb/cards/S_PHASE CDC7 PTPRC POLA1 TIPIN RCC1 CHMP1A DDX11 TIMELESS POLD1 CDK2AP1 MYO16 ABL1 APBB2 APBB1
POSITIVE_REGULATION_OF_MAP_KINASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_MAP_KINASE_ACTIVITY ZAK ADORA2B PTPLAD1 ERBB2 C5 FPR1 MAP4K1 TLR6 DAXX MAP3K6 MAP3K5 MDFIC CXCR4 MAP3K2 MAP3K9 TDGF1 ADRA2A TGFA CHRNA7 ADRA2C SHC1 CD24 PAK1 GNG3 S1PR2 EGF FGF2 EGFR MDFI DBNL C5AR1 MADD PIK3CB KIAA1804 PKN1 TPD52L1 SOD1 PROK2 GRM4 ADRB2 PLCE1 MAP4K5 EPGN CD81 MAP3K10 GHRL MAP3K11
AMINO_ACID_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINO_ACID_CATABOLIC_PROCESS BCKDK AMT GLUD1 ASL IDO1 FAH GLDC GOT2 ARG1 MCCC2 ASPA GAD2 GOT1 GCSH ALDH4A1 ASRGL1 GSTZ1 DDAH2 GAD1 DDAH1 HPD BCKDHA BCKDHB HGD DDO
CELL_CYCLE_CHECKPOINT_GO_0000075 http://www.broadinstitute.org/gsea/msigdb/cards/CELL_CYCLE_CHECKPOINT_GO_0000075 NBN ZAK HUS1 PML TIPIN KNTC1 TTK CHEK1 CHEK2 BRSK1 CCNG2 TGFB1 CDT1 CCNE2 TRIAP1 CDC45 CDKN2A CDKN2B PCBP4 BUB1 FANCG ERCC3 GML ATRIP CCNA2 ERCC2 ZW10 CDC6 DDB1 RINT1 BIRC5 RAD9A ATR RB1 ATM FOXN3 NEK11 RBBP8 NAE1 RAD1 MAD2L1 XPC ZWINT BUB1B CHFR MAD2L2 SMC1A RAD17
MITOCHONDRIAL_MEMBRANE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/MITOCHONDRIAL_MEMBRANE_ORGANIZATION_AND_BIOGENESIS MFN2 BAK1 DNM1L OPA1 BCL2 TAZ TP53 BNIP3 TIMM50 BCL2L1 COX18
POSITIVE_REGULATION_OF_CASPASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CASPASE_ACTIVITY TNFSF15 PMAIP1 MOAP1 NLRC4 CDKN2A CASP8AP2 CASP9 MTCH1 DIABLO HIP1 COL4A3 CARD8 FOXL2 AIFM3 CYCS TP53 SMAD3 STAT1 NLRP3 NLRP2 BCL2L10 VCP BBC3 IFNB1 BAX IFT57 LCK F2 APAF1 F2R
REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER FST HIRA MED23 MED21 MED20 ZNF254 CITED1 CITED2 EPC1 MED26 MED27 TRAK1 SUPT5H TWIST1 IKBKAP YY1 RXRA MECP2 MED12 MED14 HNF4G MED13 TAF6L PPARGC1B UHRF1 HNF4A MTF1 ZNF238 MED17 SMARCAL1 TGIF1 PRDM1 KAT2A CRTC1 ZNF76 VPS72 PLAGL1 FOXH1 HEXIM2 DRAP1 HEXIM1 HTATSF1 MAML3 VEZF1 TCF25 NKX2-5 MDFI HMGB1P10 KLF7 TCF7 IKZF3 UTF1 KLF9 KLF12 SUB1 KLF10 MAML1 MAML2 KLF11 RYBP SMAD3 SMAD2 C19orf2 TFCP2 UBP1 RNF4 JAZF1 TCF19 TCF12 TCF15 BMP6 ZBTB32 ELF1 PPARD HTATIP2 ELF2 ELF4 PPARG SPI1 ZEB1 GLI2 HSBP1 ZNF345 ZBTB38 KCNIP3 GLI1 BLZF1 GFI1B ZNF148 CREG1 BRD7 SPIB NR2F2 MYC BRD8 TAF1L ATF7IP ZNF281 ZNF354A TBX10 CCNH TP53 ZNF143 FOSB JMY RBBP8 MXD4 GTF2H1 MYCN CIAO1 MED6 MED7 INHBA ZNF136 RUVBL1 SRCAP NSD1 CLOCK TBX19 MED1 ZMYND11 NUFIP1 ZNF367 ZNF177 ZNF174 SQSTM1 BCL6 SUPT4H1 FOXD3 MYF6 IL4 TBX3 MYF5 TRIM28 TRIM27 SNAI2 STAT3 STAT2 SOD2 ZNF157 MNAT1 TADA3 NEUROD2 PHF21A TCEB3 PBX1 TCEB1 PBX3 RBM14 PBX4 NR5A1 MYOD1 FOXO1 FOXO3 TCEAL1 HOXC6 GATA1 SMARCD2 SMARCD3 HOXC5 SMARCD1 GABPB2 ZNF593 MYO6 FOXN1 ZNF189 NR0B2 ARNTL ELL3 CSDA JUNB HIF1A SMARCE1 TIAL1 TFAP2B MNX1 SMARCA5 TFAP2A TFAP2C SMARCA2 HMGB1 EID1 HMGB2 LITAF TFAP4 ELK1 ABCA2 MEIS2 SMARCB1 SNF8 JUND TEAD4 RUNX1 RNF14 TFDP1 SREBF1 NFE2 EPAS1 NEUROG1 BRIP1 SAP18 SNW1 GSC2 BRCA1 SREBF2 ATF6 ATF5 NRF1 ATF4 SMARCC1 SMARCC2 PRKAR1A DNMT1 ABL1 HDAC8 E2F1 SOX21 FOSL2 E2F6 FOXK2 NR6A1 DEK CTCF ZNF202 PAWR BUD31 MEN1 FOS POU4F2 SOX18 POU4F1 MKL2 LRRFIP1 FOSL1 NFX1 ELP4 ELP3 ELP2 SLA2 SOX12 RB1 CDK7 UBN1 PRPF6 NRIP1 TARBP1 TARBP2 BPTF ZMIZ2 NCOA6 MDM2 ZFPM2 MDM4 CUX1 ZFP161 GLIS3 SUPT3H GLIS1 NFYC HCFC2 TCF7L2 TNFRSF1A ORC2 NPAS2 POU2F3 CHD2 CHD1 GFI1 ERCC3 NFATC3 CHD4 ERCC2 ENO1 CHD3 ERF VHL CEBPG SOX30 SP1 DBP SP2 DR1 IRF7 THRAP3 SP4 IRF8 IRF2 ID4 CRK
POSITIVE_REGULATION_OF_T_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_T_CELL_PROLIFERATION IL4 PTPRC CD3E IL18 CD276 IL21 NCK2 NCK1 CD24 IL12B EBI3 ICOSLG CD28
POSITIVE_REGULATION_OF_CELLULAR_PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELLULAR_PROTEIN_METABOLIC_PROCESS AURKAIP1 TLR1 TLR3 EIF5A TLR4 TLR6 TLR7 TGFB1 TLR8 TLR9 IL31RA APOA2 TPP1 CLCF1 MAPT ATG7 TDGF1 LTB SAMD4A SPN EBI3 EIF2B5 BCL10 IL29 PRG3 LYN IL27 PPARGC1A BOLL IL20 UBE2N NCK2 CARD14 CCND1 CCND3 EREG CD80 CCND2 TPPP NCK1 CD81 IL12A IL12B CLN6 ITLN1 KATNB1 TNFRSF8 ARF6 STUB1 AZU1 CDC42EP2 BCL3 DAZL UBE2D1 CD28 CDC42EP5 BMP4 IL4 IL3 DAZ1 IL6 IL5 CEBPG HCLS1 IL9 CD276 BRCA1 AKTIP GLMN PPP2R4 IRF4 TNK2 ELANE
CELLULAR_CARBOHYDRATE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_CARBOHYDRATE_METABOLIC_PROCESS CHIA GNPDA1 B3GALT6 PGD SLC35A2 PDHB SLC35A3 ST3GAL2 ST3GAL6 MIOX NANP IDUA IRS2 CSGALNACT1 FBP1 FBP2 PPARGC1A GLCE GNS PGLS NNT HAS1 MGAM EXT1 EXT2 HS3ST3B1 LALBA ME1 ALDOA ME3 GCNT2 GNE ALDOC ALDOB PFKFB1 NAGK EXTL2 CHIT1 B3GNT8 GAD2 INS IL17F IDH1 GYS2 DYRK2 B4GALT7 GAD1 FH UAP1 GUSB EPM2A GALT IDH3B ATF4 SLC25A10 CHST15 FPGT SGSH NDST1 ALG1 PTEN ACN9 ACOT4 HPSE XYLT1 CHST12 CHST11 CHST14 CHST13 TREH CSGALNACT2 PFKL ACO2 ACO1 CHST2 CHST3 CHST4 CHST5 PFKM HYAL4 PMM2 CHST1 G6PD CHST7 CHST6 CHST9 CHST8 GAA UGP2 CLN6 HS3ST5 GALNT5 UGDH HK1 ARPP19 TKTL1 GALK1 LECT1 AKR1A1 ECD B4GALNT2 HS6ST1 TSTA3 PDK1 PDK2 GMDS PDK3 PDK4 ACLY BRS3 GYG2 SDHA GBA3 GAPDHS GBA2 SDHB GCK LARGE PYGM GFPT1 GSK3B SDHC GFPT2 SDHD IPPK PYGB
REGULATION_OF_TRANSCRIPTION_FACTOR_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSCRIPTION_FACTOR_ACTIVITY TNF STK36 UBE2V1 EGLN1 PRDX3 PYDC1 SUMO1 NOD2 NLRC3 CDKN2A NPM1 PYCARD PEX14 ABRA CAMK2A BCL10 CREBZF RELA CEBPG EDA2R NFAM1 FOXP3 NLRP3 FLNA SIGIRR JMY UBE2N CARD11 PRKCQ EP300 ID2 ID1 NARFL ID3 IKBKB TSSK4 ERC1 COMMD7 EDA MAP3K13
CELL_RECOGNITION http://www.broadinstitute.org/gsea/msigdb/cards/CELL_RECOGNITION MICB CRTAM CDK5R1 MICA ZP2 OPCML CADM1 PCDH12 COLEC12 SLIT2 NTM CLEC4M AMIGO1 CD209 PECAM1 VCAN CNTN4 CLEC7A SPAM1
PROTEOGLYCAN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PROTEOGLYCAN_METABOLIC_PROCESS SGSH CSGALNACT2 HS3ST5 NDST1 CSGALNACT1 CHST3 GLCE LECT1 CHST7 HPSE CHST9 CHST12 IL17F CHST11 CHST8 CHST14 CHST13 HS6ST1 EXT1 B4GALT7 HS3ST3B1
DNA_REPLICATION_INITIATION http://www.broadinstitute.org/gsea/msigdb/cards/DNA_REPLICATION_INITIATION CDC6 NBN WRNIP1 POLA1 TIPIN RAD9A MCM3 RPA4 ORC1 PURA CDT1 ORC2 CDC45 ORC4 ORC5 RAD17
PEPTIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PEPTIDE_METABOLIC_PROCESS PAM ADAMTS13 TPP1 DEFB103A DMD PGCP PCSK5 FURIN DNPEP TAPBP
REGULATION_OF_MYELOID_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MYELOID_CELL_DIFFERENTIATION IL4 MAFB LDB1 SPI1 ZNF675 CDK6 PF4 FOXO3 ZBTB16 INHA CALCA ACVR2A INHBA ACVR1B ETS1 SCIN CARTPT ACIN1 RUNX1
DEFENSE_RESPONSE_TO_VIRUS http://www.broadinstitute.org/gsea/msigdb/cards/DEFENSE_RESPONSE_TO_VIRUS PTPRC TARBP2 IL29 BCL2 BNIP3L IL28RA RSAD2 BNIP3 APOBEC3G APOBEC3F TLR7 TLR8
REGULATION_OF_PH http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PH CLN3 CLCN3 SLC9A7 ATP1A3 ATP1A4 PPT1 ATP1A1 ATP1A2 ATP6V1B1 BCL2 CLN5 CLN6 SLC9A1
CELL_SUBSTRATE_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/CELL_SUBSTRATE_ADHESION PPFIA2 ACVRL1 PPFIA1 ITGA11 ITGA10 PTEN COL17A1 CDKN2A SORBS1 TMEM8B FXC1 PKD2 PKD1 ANGPTL3 THBS3 RASA1 PARVG NF2 TAOK2 COL13A1 NF1 ACTN1 ITGA2 ITGA3 ACTN2 CDK6 ACTN3 ECM2 THY1 CDH13 VWF LYVE1 TSC1 FBLN5 ITGB1BP1 ITGA7 TESK2 SGCE ADAM15
MYELOID_LEUKOCYTE_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/MYELOID_LEUKOCYTE_DIFFERENTIATION IL4 TM7SF4 MMP9 CSF1 ZNF675 IFI16 INHA MYH9 IL31RA CALCA INHBA CDC42 CARTPT ACIN1 RUNX1
CHROMOSOME_SEGREGATION http://www.broadinstitute.org/gsea/msigdb/cards/CHROMOSOME_SEGREGATION PAM KIF25 LATS1 NCAPH DDX11 INCENP TOP2A CDCA5 PAPD7 ZW10 PDS5B NUSAP1 CENPF CDC23 CENPE ESPL1 NDC80 PMF1 SRPK1 MIS12 BRCA1 SMC4 CHMP1A REC8 PSEN1 RIOK3 ZWINT PSEN2 ARL8A ARL8B SMC1A NEK6
REGULATION_OF_CHROMOSOME_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CHROMOSOME_ORGANIZATION_AND_BIOGENESIS UBE2N SET PIF1 TLK1 TLK2 TERF2IP PPARGC1A ERCC4 TERF2 ERCC1
ANION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/ANION_TRANSPORT FXYD1 TSPO FXYD3 GLRA1 SLC26A2 SLCO1A2 BEST1 NMUR1 SLC4A2 SLC22A6 SLC4A1 SLC22A7 SLC22A8 SLC34A1 CLIC1 VDAC2 SLC34A3 VDAC1 SLC34A2 SLC17A7 SLC26A4 SLCO1B3 SLC26A3 SLC17A5 SLC4A11 CLIC3 CLIC5 SLC17A1 SLCO1B1 SLC13A4 CLCN4
PROTEIN_POLYMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_POLYMERIZATION WASF3 PREX1 WASF1 ARF6 LATS1 CENPJ NCK2 CDC42EP2 SPRR2C GSN ANG MAPT NCK1 TPPP RAC1 MAPRE1 TMSB4Y RASA1 CDC42EP5
LEUKOCYTE_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/LEUKOCYTE_ACTIVATION CADM1 ELF4 PREX1 IL18 JAG2 TLR4 TNFSF13 HDAC7 TPD52 SPINK5 TGFB1 SART1 CD47 NLRC3 EBI3 SPACA3 CRTAM SIT1 PRG3 CD3D CD3E IL27 SLA2 SOCS5 NFAM1 INHA IL21 THY1 INHBA NCK2 SIRPG LAT2 LAX1 CD40LG NCK1 LCK IL12A IL12B NHEJ1 ICOSLG LST1 CX3CL1 AZU1 INS SFTPD CD2 ZAP70 CD4 CD24 HELLS CD28 CD7 IL4 PTPRC IL8 IL7 CEBPG CD276 FOXP3 CD1D HDAC5 HDAC4 LAT CXCR2 GLMN CLEC7A CD79A HDAC9 IL2
INTERLEUKIN_1_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/INTERLEUKIN_1_SECRETION CARD8 NOD2 NLRC4 APOA1 NLRP12 PYCARD ABCA1 PYDC1 NLRP3 NLRP2
ALCOHOL_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/ALCOHOL_METABOLIC_PROCESS PPARD SNCAIP PGD ADH1B PTEN SLC35A2 ACN9 TGFB2 STARD3 APOF MIOX NPC1L1 DHCR24 IRS2 PFKL FBP1 ALDH3B2 FBP2 NR0B2 PFKM PPARGC1A PMM2 ALDH3B1 CHST1 COQ3 COQ2 PGLS G6PD SULT1B1 AKR1D1 CLN8 UGP2 CLN6 ALDOA CNBP HDLBP CELA3A CELA3B ALDOC PFKFB1 ALDOB ADH5 UGDH ADH6 HK1 ADH7 ARPP19 TKTL1 HPRT1 GALK1 AKR1A1 INS ALDH1A3 DHCR7 ADH4 ECD ETNK1 SCARB1 TSTA3 NSDHL PDK1 SOAT1 IL4 PDK2 SOAT2 MBTPS2 GMDS CYP46A1 PDK3 PDK4 SPHK1 FDPS GALT BRS3 SOD1 ABCG1 APOL2 GAPDHS CEL ATF4 GCK SLC25A10 GFPT1 GFPT2 ALDH2 CHST15 IPPK FPGT
FEEDING_BEHAVIOR http://www.broadinstitute.org/gsea/msigdb/cards/FEEDING_BEHAVIOR MCHR1 CCKAR CCKBR PMCH PPYR1 UBR3 BRS3 LEP GCG HCRTR2 HCRTR1 NPY FYN NPW NMUR2 GALR3 GALR2 MC4R CARTPT GHRL PYY GHSR AGRP HTR2C
TRNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/TRNA_METABOLIC_PROCESS YARS DARS FARS2 SARS AARS SSB KARS SARS2 ADAT1 TRNT1 WARS METTL1 RARS THG1L POP1 MARS2 AIMP1 POP4 NSUN2
ELECTRON_TRANSPORT_GO_0006118 http://www.broadinstitute.org/gsea/msigdb/cards/ELECTRON_TRANSPORT_GO_0006118 HCCS CYP24A1 OXA1L UQCRC1 CYB5R2 ENOX2 PGD DUOX2 DUOX1 PDIA5 PPOX AKR1C3 PLOD1 FXN GPX4 SPR LOXL1 WWOX AKR1C1 TXNL1 ALDH5A1 NCF4 GRHPR CDO1 DDO POR MTRR DHRS2 DHRS4 NNT SURF1 AKR1D1 ALDH9A1 AOC3 ME3 CYP1B1 GLUD2 ADH7 ALDH3A1 SCO2 NOX4 NOX5 FDXR CYP4F11 BLVRA SLC25A12 SDHA NDOR1 SLC25A13 SDHC RETSAT
ADAPTIVE_IMMUNE_RESPONSE_GO_0002460 http://www.broadinstitute.org/gsea/msigdb/cards/ADAPTIVE_IMMUNE_RESPONSE_GO_0002460 IL4 TRAF2 PTPRC CRTAM CADM1 IL27 SLA2 IL18 TNFSF13 MALT1 SOCS5 FOXP3 TLR8 CD74 TGFB1 IL10 MAP3K7 IL18BP CD40LG IL12A C2 IL12B TRAF6 EBI3
INTERLEUKIN_2_PRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/INTERLEUKIN_2_PRODUCTION MAP3K7 TRAF2 IL18 IL17F SFTPD GLMN MALT1 IRF4 TRAF6 FOXP3 CD28
POSITIVE_REGULATION_OF_DEFENSE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_DEFENSE_RESPONSE TNFRSF1A CRTAM EREG CADM1 IL12A IFNK IL12B CX3CL1 TLR8 CD1D
B_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/B_CELL_DIFFERENTIATION HDAC5 IL4 HDAC4 INHBA CEBPG INHA CD79A NFAM1 HDAC7 TPD52 HDAC9 NHEJ1
REGULATION_OF_HOMEOSTATIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_HOMEOSTATIC_PROCESS GCLC NF1 EGLN2 SELS DDIT3 THY1 GLRX2 CALCA GPX1 ERP44 BCL2 MC4R CARTPT IFI6
METAL_ION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/METAL_ION_TRANSPORT KCNC1 KCNC4 KCNC3 ATOX1 KCNK7 KCNK6 KCNK5 CHRNA7 KCND3 SCN2B SCN2A STIM2 STIM1 SLC34A3 ATP2C1 RYR3 RYR1 SLC40A1 KCNMB3 ORAI1 KCNMB4 SCN1B KCNA2 KCNA1 KCNA4 HFE CCL8 KCNA3 KCNA6 CACNB3 CACNB4 KCNA5 KCNJ2 KCNJ3 KCNMB1 KCNMB2 KCNJ1 KCNS3 SLC11A2 KCNS1 SCN9A SLC30A5 SLC31A2 SLC31A1 TRPC1 CACNA2D1 TRPC4 TRPC3 TRPC5 KCNB2 KCNK1 KCNK3 KCNK4 ATP7A KCNJ5 KCNJ4 SLC4A11 KCNJ6 NPY ATP2A3 ATP2A1 CACNA1D ATP7B KCNH1 KCNK17 KCNJ15 KCNAB3 KCNAB1 KCNJ10 KCNJ12 KCNIP2 KCNJ11 KCNQ4 KCNQ3 SLN NMUR1 NMUR2 TRPV5 SCN7A KCNQ2 COX17 KCNQ1 SCN10A KCNG2 SGK1 TRPM2 KCNA10 SCN11A KCNH2 KCNH3 KCNH4 KCNE1 KCNE2 CCS CHP SCNN1G SCN5A SCNN1A SCNN1D SLC39A2 SLC8A1 ATP1A4 TRAPPC10 KCNV1 KCNN4 ABCC9 KCNN1 SLC17A3 SLC17A4 KCNN3 PLN SLC17A2 SCN4B KCNF1 ABCC8 SCN4A CSN2
ENDOTHELIAL_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/ENDOTHELIAL_CELL_PROLIFERATION CALCA CDH13 AGGF1 ANG NF1 TNFSF15 GHRL AIMP1 ATPIF1 TNFSF12 DLG1 SCG2
NEUROPEPTIDE_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/NEUROPEPTIDE_SIGNALING_PATHWAY GLRB ECEL1 GLRA1 GLRA2 GRP HCRTR2 HCRTR1 GALR1 NMUR1 GALR3 NMUR2 QRFP AGRP NPFF
ACTIN_POLYMERIZATION_AND_OR_DEPOLYMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ACTIN_POLYMERIZATION_AND_OR_DEPOLYMERIZATION LIMA1 WASF3 WASF1 PREX1 ARF6 EVL LATS1 CXCL12 DSTN NCK2 CDC42EP2 ANG GSN NCK1 RAC1 CAPG GHRL WASL TMSB4Y WIPF1 GHSR RASA1 CDC42EP5
INFLAMMATORY_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/INFLAMMATORY_RESPONSE ADORA3 S100A8 AIF1 S100A9 IL13 CXCL11 HDAC7 ADORA1 TGFB1 CXCL10 LTB4R S1PR3 CHRNA7 IL1A F11R VPS45 RELA CD40 CDO1 IL20 TNFAIP6 CCR7 CCR5 CD40LG CCR4 CCR3 CCR2 RIPK2 NFE2L1 PLA2G2E PLA2G2D TPST1 C3AR1 CCL3 ADORA2A AFAP1L2 CX3CL1 CCL5 CCL4 AHSG IL17C IFNA2 RAC1 AIMP1 BLNK AGER S100A12 HDAC5 HDAC4 APOL3 PARP4 FPR2 GHSR HDAC9 ABCF1 ELF3 TACR1 CRP PRDX5 NFKB1 CD97 CFHR1 FOS NOD1 CXCR4 AOAH CCL3L3 IL1RAP MGLL LBP XCR1 NFX1 IRAK2 KNG1 APCS IL18RAP LYZ CHST2 NLRP3 SIGIRR ALOX15 KLRG1 PLA2G7 GHRL PTAFR AOC3 CXCL1 MBL2 NMI CCR1 C5 CXCL2 CXCL9 CXCL6 GPR68 CCL26 CCL24 TNFRSF1A CCL22 HRH1 CCL23 MEFV CCL20 CCL21 IL10RB ALOX5AP KRT1 NFATC4 C2 PTX3 NFATC3 SCG2 LY75 NOX4 CEBPB IL5 IL8 NFRKB IL9 ANXA1 CYP4F11 CCL11 ORM1 CXCR2 CCL13 CYBB AOX1 SELE ORM2
NEGATIVE_REGULATION_OF_INTRACELLULAR_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_INTRACELLULAR_TRANSPORT MDFI TONSL CRYAA NFKBIE CRYAB NF1 FAF1 MXI1 NLRP3 NFKBIL1 BARD1
PROTEIN_EXPORT_FROM_NUCLEUS http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_EXPORT_FROM_NUCLEUS STRADA NUP214 XPO6 GSK3B DUSP16 EIF5A STRADB XPO7 CALR NUPL2 UHMK1 BARD1
PROTEIN_STABILIZATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_STABILIZATION COG3 GTPBP4 APOA1 STX12 COG7 A1CF TBRG1 HPS4 PEX6 MDM4 PPARGC1A
ACTIVATION_OF_IMMUNE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/ACTIVATION_OF_IMMUNE_RESPONSE PTPRC MBL2 BCAR1 SLA2 MALT1 NFAM1 TRAT1 THY1 CFHR1 UBE2N LAT2 FYN IKBKG KRT1 CD79A C2 TRAF6
RESPONSE_TO_STRESS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_STRESS XRCC4 XRCC3 XRCC2 AIF1 XRCC6 HDAC7 MAP3K4 CTGF LTB4R SERPINE1 MAP2K7 CCNA2 MAP2K6 L3MBTL4 TNIK CGRRF1 LIG1 VPS45 F8 LIG3 F9 LIG4 F7 KAT5 RAD1 EIF2AK1 F5 HNF4A F2 TFPI MAPK9 MAPK8 EIF2AK3 GGCX DCBLD2 RAD23B RAD23A PABPC4 DUSP10 HSPA1B SERPINH1 XAB2 IL17C HSPA1L IFNA2 RAC1 NTHL1 RECQL4 RECQL5 TAOK2 ATR ATM APOL3 IPCEF1 PARP3 PARP4 FPR2 PARP1 FGF7 NUAK2 ELF3 PDIA2 BNIP3 PDIA5 CFHR1 MSRA NOD1 IL1RAP TRPV4 ERRFI1 APCS AIFM1 TP53 GTF2H4 LYZ WAS NDUFA12 GTF2H1 ALOX15 KLRG1 GNAQ EREG SPRR3 RUVBL2 NHEJ1 WRNIP1 C5 POLA1 PML GPR68 CCL26 MAGI2-IT1 CCL24 CCL22 CCL23 CCL20 CCL21 PTK2B ALOX5AP PCSK9 C2 PTX3 FEN1 UPF1 IL5 IL8 FADS1 IL9 TNP1 DGKK TMPRSS6 TP73 PLG SELS NAE1 CCL11 RPS6KA5 ATRX ORM1 MNAT1 CCL13 CSNK1D DUSP1 CSNK1E GSK3B AOX1 HSPA4L NARFL OGG1 SELE ORM2 MMS19 MICB MICA ZAK ATOX1 GNA12 IL13 CXCL11 TGFB1 CXCL10 TGFB2 APOA4 IGHMBP2 CDKN2D APOA5 ZNF443 PMS2 S1PR3 CYGB DNAJC4 PMS1 IL1A CIB1 NUDT1 STK25 RELA CSDA CDO1 DDIT3 IL20 TNFAIP6 EP300 THBD HIF1A HSPB7 HSPB1 NFE2L1 HSPB3 SRXN1 C3AR1 HMGB1 HMGB2 CCL3 ACHE ADORA2A MAPKAPK3 UBE2V1 UBE2V2 STIP1 CX3CL1 CCL5 MDK CCL4 SESN1 ANGPTL7 MIA3 POLE2 DNAJA1 AIMP1 HSPE1 DYRK2 ASF1A HERPUD1 EPAS1 HDAC5 ATF6 HDAC4 ATF4 LYVE1 VCP POLD1 TDG DNAJB2 DNAJB1 HDAC9 DNAJB4 ABL1 DNAJB5 NBN CLDN3 PINK1 PRDX5 PRDX2 ALAS2 NDUFS8 LBP NDUFS2 NFX1 KNG1 SGK1 SGK2 IL18RAP SGK3 DDB1 TOPORS IFI16 NEK11 RECQL PRDX6 ERN1 DDB2 TXNRD2 PTAFR GAP43 EGLN2 ASNS PF4 EGLN1 BRSK1 SMUG1 HRH1 HSPA2 TOR1A TOR1B HSPA6 NFATC4 NFATC3 EXO1 NOX4 KLK8 CEBPB CEBPG NFRKB NF1 ANXA1 C4BPB HSP90B1 CYBB AKR1B1 ALKBH1 RAD51C ADORA3 AQP9 S100A8 VAPB S100A7 S100A9 PDLIM1 ADORA1 PLOD1 HTRA2 PLOD2 CHRNA4 CHRNA7 EIF2B2 EIF2B3 EIF2B4 EIF2B5 POLL F12 F11R F10 POLI POLH POLG POLE RINT1 RAD9A CD40 C16orf5 ERP44 PNKP RFC3 CCR7 CD36 CCR5 CCR4 CD40LG UBR5 CCR3 CX3CR1 CCR2 VEGFA AMFR PLA2G2E PLA2G2D TPST1 MRE11A HUS1 HOXB13 AFAP1L2 CHEK1 CHEK2 AHSG F13B POLQ BLNK PLAT HMGB1P10 SMAD7 CREBBP TREX2 SMAD4 CIDEB CIDEA SMAD3 OXSR1 AGER RAD54L S100A12 RNF7 CD59 RAD54B CHRNB2 GHSR AHSA1 PRKRIR ABCF1 ACVRL1 UVRAG MLH1 NFKB1 PMS2P1 TRIAP1 HSPH1 CGREF1 CCL3L3 GPX3 FANCG SEPP1 XCR1 FANCA CCNO DHCR24 FANCC APTX RAD52 GMPR RAD50 SCAP RBBP8 RAD51 SIGIRR ADM GRM7 GADD45G PLA2G7 GADD45B GADD45A SERP1 CXCL1 NMI CCR1 UNG CXCL2 CXCL9 SFN CXCL6 SUMO1 MEFV SQSTM1 IL10RB BCL3 BCL6 CD24 LY75 CYP4F11 MAPK11 SOD1 EIF2B1 SOD2 MAPK12 MAPK13 MAPK14 EEF1E1 F2RL2 F2RL3 F13A1 ARNT2 MBIP MMRN1 SETX GP9 MUTYH RAD21 MYO6 FOXN3 AHR MAP4K3 MAP4K4 MAP4K5 RPAIN RIPK2 CARTPT LUC7L3 RAD17 DERL2 DERL1 GCLC BLM MAP4K2 MAP4K1 ITGB3 LMAN1 GCLM DERL3 TP53TG1 ALB RAD51B NPM1 GML ENTPD1 ATRIP SREBF1 TP53I11 ITGA2 BRCA2 BRCA1 CIRBP SCARA3 SMC1A TACR1 CRP AKT1 GSS CD97 FOS MCM7 PCBP4 CXCR4 ANG AOAH MGLL MT3 IRAK2 UBE2A BRCC3 REV1 CHST2 MINK1 PRKCG NLRP3 UBE2B XRCC6BP1 PROC SPDYA UBE2N XPC BTG2 GHRL PRNP PPP1R15A PROS1 AOC3 MBL2 NDUFB4 RTN4RL1 CRNN GLRX2 RPA1 SNN ERCC8 TNFRSF1A ERCC5 ERCC6 KRT1 RTN4RL2 GP1BA ERCC3 APEX1 ERCC4 ERCC1 SCG2 ERCC2 APC MSH6 MSH3 MSH2 NDUFA6 MSH5 VWF MPG CXCR2 ATXN3 BRE MPO F2R
RIBONUCLEOPROTEIN_COMPLEX_BIOGENESIS_AND_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/RIBONUCLEOPROTEIN_COMPLEX_BIOGENESIS_AND_ASSEMBLY EIF2C1 CRNKL1 EIF5 DICER1 SNRPD1 EIF5A SNRPD2 EIF2A SRSF6 SRSF5 DKC1 RPS3A EIF1AX SFSWAP SRSF9 EIF1 DDX20 EIF2B2 EIF2B3 EIF2B4 EIF2B5 PRPF31 SRPK2 EXOSC7 NOP58 EXOSC2 SF1 EIF2S3 EXOSC3 EIF1B RRP9 SRSF1 NOP56 BOLL EIF4G2 EIF4G3 RPS14 EIF4A2 SLU7 HSPB1 GEMIN2 NOP14 EIF2AK3 EIF2AK4 SRSF10 SDAD1 MTIF2 MTIF3 PAIP2B EIF3C EIF3D NHP2 EIF3A EIF3B EIF3G EIF3H EIF3E USP39 EIF3F NPM1 GEMIN8 DAZL EIF3I SCAF11 EIF3J GEMIN6 GEMIN7 GEMIN4 GEMIN5 DAZ1 PAIP2 CELF1 PAIP1 SF3A2 EIF2B1 SF3A1 FBL SF3A3 DIS3 EIF4B ATXN2 NOLC1 EIF4H SRSF12 POP4 TXNL4A
CELLULAR_CATION_HOMEOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_CATION_HOMEOSTASIS GNA15 CASR ATOX1 F2RL1 CD52 CXCL12 AGTR1 APP GALR2 RGN CHRNA7 S1PR3 BUD31 LPAR2 LPAR3 FTL S1PR4 C5AR1 THY1 CCR9 CCR8 PLCE1 CCR7 CCR6 CCR5 CCR4 ATP2C1 CCR3 CCR2 STC1 SLC40A1 GLP1R SRI CCL1 C3AR1 CCL3 DRD1 CLCN3 CCL2 CYSLTR1 HFE BDKRB1 PPT1 BDKRB2 CCL5 CALR FTH1 CCL7 P2RY4 SLC30A5 ATP7A GCM2 CD55 SLC4A11 CXCL13 AVPR1B AVPR1A XCL1 CACNA1C CACNA1A ATP7B MCHR1 CCKAR CXCR3 EDNRA FXN SAA1 CXCR4 NMUR2 TRPV4 XCR1 MYC KNG1 CLN3 CCKBR PROK2 LCK GHRL CLN5 CLN6 CLDN16 TFR2 CCR1 TAC1 CALCA CALCB CCL23 BCL2 CD24 PTPRC OPRL1 ATP1A3 CCL19 MTL5 ATP1A4 ATP1A1 ATP1A2 SOD1 CCL15 TMPRSS3 CCL11 CCL13 CCL14 HPX MT2A CP
REGULATION_OF_CELLULAR_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELLULAR_METABOLIC_PROCESS AURKAIP1 HNRNPF MED23 RORB REST MED21 MED20 EPC1 FOXF1 MED26 FOXF2 MED27 VPS4B PQBP1 ZNF396 PATZ1 IKBKAP PCBD2 RREB1 KDM5B KDM5A MED12 MECP2 MED14 MED13 NPC2 EIF2AK1 MED17 BACE2 EIF2AK3 MYBBP1A EIF2AK4 CRTC1 ARF6 VPS72 FOXH1 IL17F PABPC1 PAIP2 PAIP1 ESRRG ATR C19orf2 ELF1 HTATIP2 ELF2 ELF4 EZH2 SPI1 TP63 EIF2A DAXX ZNF345 YBX2 ZNF350 ZNF148 ZNF146 BRD7 SPIB BRD8 TAF1L ATF7IP LYN TP53 EIF1B ZNF143 ARHGEF11 MYCN INHBB CARD11 EIF4A3 INHBA CARD14 EREG TRNAU1AP EIF4A2 ZNF136 MTRF1 IL12A IL12B ZMYND11 NUFIP1 ZNF367 IL7R ZNF177 NECAB3 ZNF174 DAZL FOXD3 IL4 MYF6 IL3 IL6 DAZ1 IL5 UPF1 LMX1B MYF5 TRIM28 IL9 TRIM27 PHF12 ETF1 TRIM22 TP73 ATRX ZNF157 GLA FOXE1 NCBP1 TCEAL1 CXCL12 TGFB1 IL10 CDKN2A NLRC3 CDKN2B MDFIC CDKN2C ATG7 CDKN2D TDGF1 SCRT1 EBI3 SAMD4A DNAJC1 BCL10 ZNF593 IL29 RELA IL27 CSDA IL20 EP300 HIF1A TIMELESS TCFL5 TFAP2B MNX1 SMARCA5 RNF139 TFAP2A EDF1 TFAP2C SMARCA1 EDA SMARCA2 LITAF UBE2V1 UBE2V2 ABCA2 ABCA1 NR2C2 CXXC1 MEIS2 SMARCB1 TEAD4 SNF8 EGF HELLS TFDP1 CREBZF BRIP1 FURIN HDAC5 ATF6 HDAC4 ATF5 NRF1 ATF4 CDKN1A CDKN1B HDAC2 SMARCC1 DYRK1B ATF7 SMARCC2 ABL1 IKBKB HDAC8 PDZD3 E2F1 RSF1 E2F6 PAWR TMF1 PAX8 LRRFIP1 NRG1 SLA2 PRPF6 ERN2 ZFPM2 JMJD1C UBB MAPRE1 SRSF10 EGLN1 STUB1 HIC1 PAIP2B TFAM RGMB ECD NFATC2 NFATC3 NFATC1 CEBPG ID2 GCK ID1 ID4 ID3 ELANE FST HIRA WWP1 ABRA IFNK GTPBP4 RAD9A PPARGC1A PPARGC1B MTF1 PIAS4 TGFBRAP1 PRDM1 KAT2A SUDS3 AFAP1L2 CALR PLAGL1 NR1H2 MAML3 BCOR TCF25 MDFI NKRF IKZF3 KLF7 KLF9 MAML1 MAML2 RYBP UBP1 NR1I2 RNF4 TCF19 GHSR RBPJ ZFHX3 TCF12 TCF15 KLF4 ZBTB32 PPARA PPARD ACVRL1 PPARG TERF2IP ZEB1 HSBP1 GLI2 KCNIP3 GLI1 ZBTB38 OXER1 PRG3 CCNH NFAM1 RAD50 RBBP8 SIGIRR RAD51 SCAP GRM8 RIPPLY1 MAP3K13 ZBTB16 AZU1 NR1D2 PEX14 BCL3 BCL6 CD24 MLLT6 CD28 HCLS1 SOD1 SNAI2 SOD2 PREB YWHAH UBTF CAPG PPP2R4 APBB2 APBB1 MYOD1 FOXO1 EIF5A FOXO3 FOXO4 GATA1 GATA6 GATA4 KAT7 KAT8 KAT6B GABPB2 KAT6A FOXN1 ZNF189 FOXN3 AHR IGSF1 ERC1 RAD17 SNX6 KATNB1 ITGB2 EIF3C EIF3D EIF3A EIF3G EIF3H EIF3E NPM1 EIF3F EIF3I EIF3J UBE2D1 SREBF1 SNW1 FOXP3 BRCA1 SREBF2 EIF4B PPIE EIF4H DNMT1 GLMN RFX3 IL22RA2 METAP1 POU6F2 FOXK2 PDCD4 FOS ANG POU4F2 POU4F1 MKL2 NANOG SP100 PFKL PRKCG PFKM NLRP3 UBN1 NRIP1 UBE2N PRKCQ CD80 BPTF ZMIZ2 CD81 GHRL MDM2 MDM4 CUX1 COMMD7 ZFP161 SMARCAD1 GLIS3 TNF GLIS2 GLIS1 TNFRSF8 HCFC1 ARPP19 HCFC2 ERCC6 CDK11A CDK11B POU2F3 POU2F1 PYCARD GFI1 ERCC3 ERCC4 CAMK2A ERCC1 ERCC2 APC DEFB103A SIRT4 SIRT5 SIRT1 SIRT2 PSMG4 ATXN1 DR1 IRF7 IRF8 THRAP3 IRF2 IRF4 IGFBP3 SLC2A4RG LTBP4 XRCC6 HOXD13 ZNF254 CITED1 CITED2 TLK1 TLK2 ZNF45 RXRA ZHX1 ZHX2 ZHX3 HNF4G NME2 HNF4A ZNF238 SMARCAL1 TGIF1 ZNHIT3 TRAPPC2 ZNF76 MTIF2 MTIF3 CDC42EP2 HEXIM2 HEXIM1 ZNF74 VEZF1 TCF4 TCF3 ARHGEF10L CDC42EP5 DMBX1 TCF7 UTF1 KLF12 MAP2K3 TGFBR1 PHB KLF10 KLF11 MSTN TFCP2 MZF1 TNK2 LIMA1 HNF1B HNF1A LATS1 NOD2 MAPT CREG1 HSF4 MYC ZNF281 CDC6 ARHGEF2 ZNF282 PTF1A NDUFA13 TLE1 FOSB SRPK1 FLNA GTF2H1 MXD4 JMY CIAO1 NCK2 CCND1 MAST2 CCND3 CCND2 NCK1 PFDN5 TMSB4Y RUVBL1 NSD1 CLOCK CLN6 ZNF274 CREM WRNIP1 PML ZNF35 CDC45 PER1 LIMD1 SUPT4H1 RASA1 ZNF263 ZNF24 TNP1 ELAVL2 RPS6KA5 MNAT1 TADA3 RPS6KA4 NAA15 RBAK NLRP12 NARFL TCEB3 PHF5A TCEB1 NR5A1 BARD1 MMS19 STK36 EIF5 TNFSF13 RBFOX2 APOA2 SMARCD2 SMARCD3 DDX25 SMARCD1 EIF1 EGFR HDAC10 ARID1A JUNB DDIT3 PA2G4 SMARCE1 HSPB1 EID1 HMGB1 CNBP HMGB2 EID2 PYDC1 TIMP1 VDR RPL6 JUND DYRK2 ANGPTL3 ZNF423 EPAS1 SMG6 SMG5 TAF8 SMG7 NEUROG1 UIMC1 TSC1 PRKAR1A HIVEP3 NBN FOSL2 ARID4A DEDD CTCF DEK ZNF202 PRDX3 NDUFS4 CLCF1 FOSL1 NFX1 ARID5B ARID5A CDK7 RB1 MID1IP1 ESR2 HMGA2 HMGA1 CDK2 TARBP1 TARBP2 NCOA6 CARM1 ACVR1 BCLAF1 NFYC NFYB NFYA TSC22D3 ORC2 TSPYL2 CHD2 CHD1 TERF2 CHD4 CHD3 NF2 VHL CREB5 DBP EIF2C1 SHH SIN3A HRSP12 TRAK1 RARB SUPT5H EIF2B2 TWIST2 PITX2 EIF2B5 TWIST1 POLH YY1 TAF6L BOLL UHRF1 ENPP7 MRE11A IGF2BP2 DRAP1 HTATSF1 CDA NKX2-5 BMP4 HMGB1P10 BMP2 SUB1 CREBBP SMAD4 S100A11 SMAD3 SMAD2 NOTCH2 NUP62 NOTCH4 JAZF1 SRSF12 BMP7 ENG BMP6 TBX22 TBX21 NFKB2 CAMKK2 CDT1 BLZF1 GFI1B NR2F2 TBX10 ZNF354A MED6 CTNNBIP1 MED7 CHMP1A PSEN1 SRCAP TBX19 MED1 POLR2L POLR2K EHF HPRT1 SUFU SUMO1 SET MRPL12 SQSTM1 LANCL2 GATAD2A SEPSECS POLR3G TBX3 TBX2 GMNN TBX5 ILF3 POLR3C STAT3 STAT2 GAPDHS ILF2 YAF2 NEUROD2 PHF21A PBX1 RBM14 PBX3 CIR1 PBX4 HNRNPAB TLR1 CRABP2 ARNT2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 IL31RA HOXC6 HOXC5 SPN MYO6 SOCS1 NR0B2 ARNTL NR0B1 ELL3 TRERF1 TRAT1 TIAL1 GCLC TFAP4 ITLN1 TIPIN ELK1 ELK3 SFTPD CLASP1 RUNX1 RUNX2 RNF14 NFE2 PIF1 CD276 SAP18 GSC2 GCM1 AKTIP MAFA HSP90AB1 SOX21 NR6A1 BUD31 MEN1 ACVR1B MCM7 POU5F1 GSN NAA16 TPP1 PCGF6 ATP8B1 SOX18 LTB ELP4 EGR1 KHDRBS1 ELP3 ELP2 CCDC88A HSP90AA1 CCDC88C LDB1 SOX12 INHA EIF4G2 EIF4G3 ACVR2B TPPP KPNA2 KPNA1 SUPT3H ING4 ING2 TCF7L2 CALCA TNFRSF1A NPAS2 KRT7 ENO1 ERF SOX30 CENPF EDA2R CBY1 SP1 SP2 SP3 SP4 ARHGAP35 TSSK4 CRK
PROTEIN_COMPLEX_DISASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_COMPLEX_DISASSEMBLY MTERF UPF1 TNP1 ETF1 HMGA1 TTF2 IRAK3 SET MAZ SMARCE1 MTRF1 HRSP12 SUPT16H NRG1
MITOCHONDRION_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/MITOCHONDRION_ORGANIZATION_AND_BIOGENESIS BID TSPO TIMM17A MTX2 TIMM17B MPV17 BNIP3 TIMM50 BCL2L1 MIPEP PMAIP1 SFN STARD3 NDUFS7 FIS1 TFAM BAK1 GPX1 NDUFS5 TYMP NDUFS4 MRPL12 CDKN2A TAMM41 BCL2 NDUFS8 TFB2M SLC25A1 COX18 TOMM34 OPA1 DNM1L MSTO1 HSP90AA1 MTERF SLC25A4 TAZ TP53 TIMM23 TIMM44 TRNT1 MFN2 POLRMT BBC3 BAX TOMM22 SLC25A15 IFI6
CIRCADIAN_RHYTHM http://www.broadinstitute.org/gsea/msigdb/cards/CIRCADIAN_RHYTHM EGR3 ARNTL TIMELESS PTGDS HTR7 HEBP1 PER2 AANAT CARTPT PER1 CRY1 CLOCK MTNR1A OPN4
RNA_PROCESSING http://www.broadinstitute.org/gsea/msigdb/cards/RNA_PROCESSING NCBP2 NCBP1 PRPF4B RNMT HNRNPF SNRPD3 RBM3 LSM6 SNRNP200 HNRNPD RBM5 SNRPD1 SNRPD2 INTS1 RBM6 RP9 SYNCRIP INTS2 ZNF638 INTS3 SMNDC1 SETX SRSF6 INTS9 NONO SRSF7 INTS8 SRSF4 DDX17 SRSF5 INTS5 DDX23 DHX38 INTS4 SFSWAP INTS7 INTS6 SRSF9 RBMS2 U2AF1 LSM5 LSM4 SRRM1 LSM3 DDX20 LSM1 RBMS1 SNRPA1 HNRNPUL1 SNRPN EFTUD2 NOP58 AARS PTBP1 RRP9 SRSF1 PPARGC1A HNRNPR NOP56 BICD1 SRSF2 DDX39A RBPMS RPS14 SNRPB SLU7 RBMY2BP LUC7L3 SNRPC SNRPF GEMIN2 SNRPG CPSF3L FARS2 PABPC4 SNRPB2 IGF2BP3 DUSP11 SNRNP40 PPAN NHP2 AGGF1 METTL1 CDC40 TRA2B HNRNPC PABPC1 HNRNPH3 SRSF11 NOVA1 SPOP DHX8 CSTF3 CSTF2 CELF1 INTS12 SNW1 SSB RNPS1 INTS10 HNRNPA0 TRNT1 RBMY1A1 PPIG NOLC1 SRSF12 POP4 DDX54 CSTF1 CRNKL1 CWC15 ZNF346 RNGTT DKC1 DGCR8 DBR1 KHDRBS1 SRPK2 PRPF31 NOL3 EXOSC7 SARS EXOSC2 SF1 EXOSC3 PRPF3 SRPK1 HNRPDL KHSRP CPSF6 CPSF3 NOP14 CPSF1 SRSF10 TRA2A NUFIP1 IVNS1ABP SF3B4 KIN SF3B3 SF3B2 ADAT1 CDK11A CDK11B PRPF8 USP39 NUDT21 THG1L DHX15 DHX16 GEMIN8 SCAF11 GEMIN6 NSUN2 GEMIN7 GEMIN4 GEMIN5 BCAS2 UPF1 SNRNP70 GRSF1 PRPF18 SF3A2 ELAVL4 SF3A1 FBL SF3A3 SLBP DIS3 SFPQ ZRANB2 PHF5A TXNL4A
B_CELL_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/B_CELL_ACTIVATION IL4 PTPRC IL7 CEBPG SLA2 TNFSF13 NFAM1 INHA TPD52 HDAC7 TGFB1 HDAC5 HDAC4 INHBA LAT2 LAX1 CD40LG CD79A HDAC9 NHEJ1
EXTRACELLULAR_STRUCTURE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/EXTRACELLULAR_STRUCTURE_ORGANIZATION_AND_BIOGENESIS ACHE CACNB2 PCDHB14 PCDHB13 PCDHB11 SPINK5 PCDHB10 NRCAM PCDHB16 ACAN POU4F1 AGRN CHRNA1 B4GALT7 PCDHB9 COL4A4 KLK8 TNXB PCDHB5 PCDHB6 PCDHB3 PCDHB4 NF1 NLGN1 PCDHB2 NRD1 COL5A2 MYH11 GHRL MUC5AC UBB LAMC1
INTERLEUKIN_8_PRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/INTERLEUKIN_8_PRODUCTION CALCA BCL10 APOA2 NOD1 PRG3 IL17F BCL3 AFAP1L2 TLR4 ELANE TLR7 TLR8
DNA_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/DNA_CATABOLIC_PROCESS FOXL2 DFFA AIFM1 DFFB CYCS CECR2 CIDEA BNIP3 TPD52L1 UBE2V2 PPT1 SOD1 ISG20 UBE2N ERCC5 CDKN2A BAX ERCC3 ERCC4 NTHL1 ERCC1 XRN2 ERCC2
RESPONSE_TO_CHEMICAL_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_CHEMICAL_STIMULUS CYP3A4 SYT1 HRAS CHIA AQP9 S100A7 VAPB PDLIM1 GOT2 CHRNA4 CHRNA7 OGT SUPT5H EIF2B2 EIF2B3 EIF2B4 EIF2B5 SYK PLD1 C5AR1 STC2 PIK3CB PLAUR CCR9 PNKP MAPK1 CCR8 ERP44 SSTR2 KRT19 CCR7 CCR6 MTF1 CCR5 SSTR1 CCR4 CCR3 CX3CR1 CCR2 ABAT STC1 AMFR EIF2AK3 MPST RTP3 KCNMB3 KCNMB4 RTP4 ENPP1 GNAI2 HSPA1B SERPINH1 KCNMB2 HSPA1L KAL1 CKLF GYS2 PAPD7 MAP2K1 OXSR1 ABCG1 ABCG2 S100A12 RERG TULP4 NR1I2 RNF7 IPCEF1 CHRNB2 CLEC7A FPR2 GHSR PLAU CCKAR TAS2R1 TRPV1 TAS2R5 PPARG TAS1R3 HVCN1 KCNIP2 LATS1 KCNIP1 TAS1R2 LATS2 GPX1 HSPH1 MSRA NOD2 SAA1 GPX3 SEMA3C SEPP1 XCR1 FGF2 DHCR24 LYN CMKLR1 APTX NDUFA12 SLIT2 PROK2 CHMP1A AS3MT GIPR FOXC2 SCN11A STEAP2 CXCL1 CXCL5 CXCL2 C5 CXCL9 FPR1 DPYS CXCL6 GCGR CCL28 CCL27 CCL26 CCL24 CCL25 CCL22 CCL23 CCL20 CCL21 DGKD BCL2 PCSK9 CCBP2 CD24 LECT2 IL4 NAT8 CES1 IL8 HCLS1 DGKK CCL19 CRIPAK CCL16 SOD1 CCL15 EIF2B1 SELS MT1X CCL18 SOD2 CCL17 RPS6KA5 CCL11 CDH13 CCL13 DUSP1 MAPK14 HSPA4L CSAG2 ABCC1 RBM14 BCAR3 ABCC6 CASR SLC22A18 CTPS ATOX1 OBP2B BPHL PMAIP1 CXCL11 CXCL12 IL10 TGFB2 CXCL10 APOA4 TOP1 GSTM3 APOA2 CDKN2B GATA3 CDKN2D RALA CYGB DNAJC4 NQO1 SPN BCL10 NUDT1 STK25 RELA STIM1 AHR TNNT2 HSPB7 HSPB1 DEFA1 HSPB3 SRXN1 MVP CCL1 ME1 CCL3 DERL2 DERL1 CCL2 GCLC CCL8 ABCA2 ITGB2 CX3CL1 ENSA CCL5 DERL3 ABCA3 GCLM CCL7 ANGPTL7 DOCK2 ZACN DNAJA1 SFTPD SLC30A5 HSPE1 AIMP1 NDRG1 DEFB1 RAB6C UGT2B28 DEFB4A HERPUD1 BRCA2 ABCB1 BRCA1 ABCB4 SLC25A12 ATF6 SLC25A13 VCP CXCL14 TSC1 CXCL13 LTB4R2 DNAJB2 DNAJB1 MAFA SCARA3 XCL1 DNAJB4 PDZD3 PDCD6 SST PDCD7 ATP7B DNAJB5 D2HGDH DUOX2 DUOX1 PRDX5 PRDX2 CXCR3 CCRL2 GSS NDUFS4 DGCR8 CXCR4 ANG NDUFS8 NDUFS2 FOSL1 CCRL1 SGK2 RALBP1 ADIPOR2 ADIPOR1 TAS2R16 TAS2R14 PRDX6 LCK NCOA6 ERN1 UGT2B11 TXNRD2 GHRL PRNP UGT2B15 PTAFR CALCR NDUFB4 PF4 GLRX2 ERCC8 UGT1A6 UGT1A9 ERCC6 HSPA2 TOR1A HSPA6 TOR1B UGT2A1 TAS2R43 NEDD4L ERCC3 ERCC1 ERCC2 SCG2 RNASE2 NDUFA6 MTL5 CXCR2 GLYAT GCK BAX MPO UGT2B4 LIPE
PROTEIN_IMPORT_INTO_NUCLEUS http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_IMPORT_INTO_NUCLEUS TNF PDIA3 NFKBIE TNFSF14 CDH1 MXI1 GLI3 TGFB1 AKT1 CEP57 IPO5 ZFYVE9 BCL3 BCL6 NCKIPSD RANBP2 TPR TNPO1 KPNB1 FYB MDFI MCM3AP NOP58 NF1 SMAD3 PPP1R10 NLRP3 NFKBIL1 FLNA TONSL PPIH CBLB RPAIN NUP205 TRPS1 F2 NLRP12 PTTG1IP KPNA6 KPNA5 FAF1 KPNA4 TRIP6 KPNA3 KPNA2 RERE KPNA1 F2R
REGULATION_OF_NEUROTRANSMITTER_LEVELS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_NEUROTRANSMITTER_LEVELS SEPT5 KCNMB4 RAB3A SYT1 SNCAIP PRG3 BAIAP3 SLC6A4 NLGN1 SNAPIN HPRT1 GDNF RIMS1 TGFB2 GCH1 GRM4 SLC1A3 COLQ HRH3 SYN3 CARTPT SLC5A7 ALDH9A1 GCHFR
REGULATION_OF_GENE_EXPRESSION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_GENE_EXPRESSION SLC2A4RG XRCC6 HOXD13 MED23 RORB REST MED21 ZNF254 MED20 CITED1 CITED2 EPC1 DIRAS3 FOXF1 MED26 FOXF2 MED27 VPS4B PQBP1 ZNF396 PATZ1 IKBKAP ZNF45 PCBD2 RREB1 KDM5B RXRA KDM5A ZHX1 ZHX2 MED12 MECP2 ZHX3 MED14 HNF4G MED13 NME2 EIF2AK1 ZNF238 HNF4A MED17 BACE2 SMARCAL1 TGIF1 EIF2AK3 MYBBP1A EIF2AK4 TRAPPC2 ZNHIT3 ZNF76 CRTC1 BCL2L1 MTIF2 MTIF3 VPS72 FOXH1 HEXIM2 HEXIM1 IL17F ZNF74 VEZF1 TCF4 TCF3 DNMT3B ARHGEF10L DMBX1 DNMT3A UTF1 TCF7 KLF12 PAIP2 TGFBR1 MAP2K3 KLF10 PHB KLF11 ESRRG MSTN C19orf2 TFCP2 MZF1 ELF1 HNF1B HNF1A ELF2 HTATIP2 ELF4 EZH2 SPI1 TP63 BNIP3 EIF2A DAXX ZNF345 YBX2 NOD2 ZNF350 ZNF148 ZNF146 CREG1 BRD7 SPIB HSF4 MYC BRD8 TAF1L ZNF281 ATF7IP ZNF282 PTF1A TP53 NDUFA13 TLE1 EIF1B FOSB ZNF143 FLNA ARHGEF11 JMY MYCN GTF2H1 MXD4 CIAO1 INHBB INHBA EIF4A3 CARD11 MAST2 EREG TRNAU1AP MTRF1 ZNF136 EIF4A2 PFDN5 IL12B RUVBL1 NSD1 CLOCK ZMYND11 ZNF274 CREM PML NUFIP1 ZNF367 ZNF35 ZNF177 NECAB3 ZNF174 PER1 LIMD1 DAZL SUPT4H1 FOXD3 ZNF263 IL4 MYF6 IL3 IL6 DAZ1 UPF1 LMX1B TRIM28 IL9 MYF5 TRIM27 ZNF24 TNP1 ELAVL2 IGF2 PHF12 ETF1 TRIM22 TP73 ATRX RPS6KA5 MNAT1 CDH13 ZNF157 TADA3 RPS6KA4 NAA15 RBAK BNIP3L NARFL NLRP12 FOXE1 TCEB3 PHF5A TCEB1 NR5A1 MMS19 STK36 EIF5 RBFOX2 TCEAL1 IL10 TGFB1 APOA2 CDKN2A NLRC3 SMARCD2 MDFIC SMARCD3 DDX25 SMARCD1 EIF1 SCRT1 SAMD4A EBI3 BCL10 ZNF593 IL29 RELA IL27 HDAC10 ARID1A CSDA DDIT3 JUNB PA2G4 EP300 HIF1A TIMELESS TCFL5 SMARCE1 MNX1 TFAP2B SMARCA5 HSPB1 EDF1 TFAP2A TFAP2C SMARCA1 EDA SMARCA2 EID1 HMGB1 HMGB2 EID2 CNBP LITAF UBE2V1 ABCA2 PYDC1 NR2C2 CXXC1 VDR AKT1S1 MEIS2 RPL6 SMARCB1 JUND TEAD4 SNF8 HELLS ZNF423 TFDP1 EPAS1 CREBZF TAF8 NEUROG1 BRIP1 FURIN UIMC1 HDAC5 ATF6 ATF5 HDAC4 NRF1 ATF4 HDAC2 TSC1 SMARCC1 DYRK1B ATF7 SMARCC2 PRKAR1A HIVEP3 IKBKB ABL1 HDAC8 E2F1 FOSL2 RSF1 ARID4A E2F6 DEDD DICER1 DEK CTCF ZNF202 PRDX3 PAWR TMF1 PAX8 LRRFIP1 NRG1 FOSL1 NFX1 SLA2 ARID5B ARID5A CDK6 CDK7 RB1 ESR2 HMGA2 CDK4 HMGA1 PRPF6 TARBP1 TARBP2 NCOA6 ERN2 ZFPM2 UBB JMJD1C CARM1 ACVR1 BCLAF1 NFYC NFYB EGLN1 NFYA HIC1 PAIP2B TFAM RGMB ORC2 TSC22D3 CHD2 CHD1 NFATC2 NFATC3 CHD4 CHD3 NFATC1 VHL CEBPG CREB5 ID2 DBP ID1 BAX H2AFY2 ID4 ID3 ELANE EIF2C1 FST HIRA SIN3A WWP1 HRSP12 TRAK1 ABRA H2AFY IFNK RARB SUPT5H EIF2B2 TWIST2 TWIST1 PITX2 EIF2B5 YY1 TAF6L BOLL PPARGC1B UHRF1 MTF1 PIAS4 TGFBRAP1 PRDM1 KAT2A SUDS3 IGF2BP2 AFAP1L2 CALR PLAGL1 NR1H2 DRAP1 HTATSF1 MAML3 BCOR NKX2-5 TCF25 MDFI NKRF HMGB1P10 BMP2 IKZF3 KLF7 KLF9 SUB1 MAML1 CREBBP MAML2 RYBP SMAD4 SMAD3 SMAD2 UBP1 NOTCH2 NR1I2 RNF4 NUP62 NOTCH4 JAZF1 TCF19 RBPJ GHSR BMP7 TCF12 ENG ZFHX3 KLF4 TCF15 BMP6 ZBTB32 PPARD ACVRL1 TBX22 TBX21 PPARG ZEB1 NFKB2 DMAP1 GLI2 HSBP1 GLI1 KCNIP3 CAMKK2 ZBTB38 GPX1 BLZF1 GFI1B NR2F2 TBX10 PRG3 ZNF354A CCNH NFAM1 SCAP RBBP8 SIGIRR MED6 CTNNBIP1 MED7 CHMP1A RIPPLY1 SRCAP MAP3K13 TBX19 MED1 POLR2L POLR2K EHF ZBTB16 SUFU AZU1 SUMO1 MRPL12 NR1D2 SQSTM1 LANCL2 GATAD2A SEPSECS BCL3 PEX14 BCL6 MLLT6 CD28 POLR3G TBX3 TBX2 HCLS1 TBX5 ILF3 SNAI2 POLR3C STAT3 STAT2 SOD2 PREB YWHAH ILF2 UBTF YAF2 NEUROD2 PHF21A PBX1 PBX3 RBM14 APBB2 APBB1 CIR1 PBX4 HNRNPAB MYOD1 CRABP2 TLR1 ARNT2 TLR3 EIF5A FOXO1 TLR4 FOXO3 FOXO4 TLR6 TLR7 TLR8 TLR9 GATA1 HOXC6 GATA6 GATA4 HOXC5 KAT7 KAT8 KAT6B SPN GABPB2 KAT6A MYO6 PICK1 HRK FOXN1 ZNF189 ARNTL NR0B2 ELL3 NR0B1 TRERF1 FOXN3 AHR IGSF1 TIAL1 CARTPT ERC1 GCLC SLC50A1 SNX6 TFAP4 ELK1 ELK3 EIF3C EIF3D EIF3A EIF3G EIF3H EIF3E NPM1 EIF3F SFTPD EIF3I EIF3J RUNX1 RUNX2 RNF14 SREBF1 NFE2 CD276 SAP18 SNW1 GSC2 FOXP3 BRCA1 SREBF2 EIF4B PPIE GCM1 EIF4H DNMT1 GLMN RFX3 MAFA BMI1 METAP1 SOX21 POU6F2 NR6A1 FOXK2 BUD31 PDCD4 MEN1 ACVR1B FOS DGCR8 POU5F1 NAA16 PCGF6 ATP8B1 POU4F2 POU4F1 SOX18 MKL2 LTB KHDRBS1 EGR1 ELP4 ELP3 NANOG ELP2 SP100 LDB1 SOX12 INHA NLRP3 UBN1 NRIP1 UBE2N PRKCQ EIF4G2 EIF4G3 ACVR2B BPTF ZMIZ2 NRL GHRL MDM2 MDM4 CUX1 COMMD7 ZFP161 ING4 SUPT3H GLIS3 TNF ING2 GLIS2 GLIS1 TNFRSF8 HCFC1 HCFC2 TCF7L2 CALCA TNFRSF1A NPAS2 KRT7 POU2F3 PYCARD POU2F1 GFI1 ERCC3 CAMK2A ENO1 ERCC2 ERF IL2RB SOX30 SIRT4 SIRT5 CENPF EDA2R CBY1 SIRT1 SIRT2 PSMG4 ATXN1 SP1 SP2 SP3 IRF7 DR1 THRAP3 SP4 IRF8 ARHGAP35 IRF2 IRF4 TSSK4 CRK
REGULATION_OF_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_DIFFERENTIATION SIK1 PPARG SPI1 ZNF675 FOXO3 FOXO4 SPINK5 SART1 SHH TGFB2 ACVR1B ADIG ACIN1 BOC TWIST2 USH2A NANOG LDB1 IL27 CDK6 SOCS5 INHA GPR98 IL20 INHBA ACVR2A NME2 TCFL5 EREG BTG1 SCIN CARTPT CNTN4 IQCB1 MAP4K1 PF4 ZBTB16 CALCA NPHP3 ZAP70 VWC2 RUNX1 IL4 BMP4 TBX3 DTX1 IL7 MAFB TAF8 TBX5 NF1 NLGN1 NOTCH2 NOTCH1 YWHAG YWHAH ETS1 NOTCH4 BMPR1B IGFBP3
SENSORY_PERCEPTION http://www.broadinstitute.org/gsea/msigdb/cards/SENSORY_PERCEPTION OCLM RP1 WFS1 RP2 PITPNA RCVRN RPE65 NR2E3 CNGB1 CNGB3 KIFC3 CRYGA ATP2B2 CRYGD TIMM9 TGFBI RGR CDH23 COCH OPA3 CLRN1 OPA1 C5AR1 MYO6 MYO3A CRYAA SIX3 KRT12 UBR3 VAX2 CNGA3 SIX6 OR1D2 NTSR2 CNGA1 TIMM8B OR1D5 SAG PITPNM1 TACSTD2 RTP3 IQCB1 CYP1B1 RTP4 ADORA2A DIAPH1 RBP3 OPN1SW ATP6V1B1 GPR143 OTOR ABCA4 MYO9A RABGGTB RABGGTA PDE6A PDE6B NPHP3 PDE6C PDE6D PRR4 MYO15A IMPG1 IMPG2 RLBP1 GNAT1 TECTA COL18A1 UNC119 AIPL1 GUCY2F MYO1A TRPC3 FSCN2 EFEMP1 OMP PCDH15 PDE6H CRYZ PDE6G GUCY2D SFRP5 TULP2 TULP1 CACNA1F WDR1 CRYM RHO GRK1 OPRM1 GJA8 CYB5R4 OR52A1 TAS2R4 TAS2R5 MYO7A POU6F2 RRH USH1G TRPV2 TAS2R3 PAX6 TAS1R3 PAX3 TAS1R1 PAX2 TAS1R2 GJA3 CRX DFNB31 CRYBB1 RDH8 KCNQ4 TYR POU4F3 KCNQ1 COL11A1 DNAJC19 USH2A CRYBB3 RS1 SCN10A CRYBB2 RAX RPGR ZNF354A CCKBR CDS1 SLIT2 GPR98 RDH5 SLC26A4 EYA3 EML2 TAS2R16 PROK2 EYA4 EYA1 DHRS3 ALDH7A1 SLC26A5 TAS2R14 NRL GRM8 OTOF USH1C GNAS AOC2 OAT CRYBA1 CRYBA4 ROM1 ABLIM1 SORD OPN1LW NDUFB9 OPRK1 NDP LUM TIMM10 CABP4 TIMM13 BEST1 ARR3 CHM KCNE1 POU3F4 TAS2R43 DFNA5 COL4A3 GUCA1A GUCA1C OPRL1 OPN1MW GJB6 SOD1 RGS16 PRPH2 VSX1 GJB2 RDH12 RDH10 ACCN3 CHML PNOC ATXN7 PDC ATP6V0A4 TBL1X OPN4
NEGATIVE_REGULATION_OF_DNA_BINDING http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_DNA_BINDING MDFI RSF1 CEBPG EGLN1 NLRP3 FOXP3 PYDC1 FLNA SIGIRR SUMO1 CDKN2A ID2 ID1 NARFL PEX14 ID3 COMMD7
POSITIVE_REGULATION_OF_DEVELOPMENTAL_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_DEVELOPMENTAL_PROCESS CADM1 FST ADORA1 SART1 BTK CUL3 CUL2 BAK1 CUL5 MAP3K5 APOE CHRNA7 FAS CUL1 CRTAM BCL2L11 C16orf5 MAPK1 CD38 NME2 SSTR3 NME3 SERPINF1 ALOX15B IFNB1 NPTN UNC13B LALBA SIVA1 CDK5R1 STK17B CD70 CHEK2 STK17A PLAGL1 IFNA2 CDC42EP2 CDC42EP1 AGGF1 ZAP70 DIABLO ARAP1 CDC42EP4 CDC42EP5 BMP4 TP53BP2 SPHK1 CIDEB SMAD3 CIDEA TPD52L1 CIDEC NOTCH2 EI24 RNF7 ETS1 IKBIP HTATIP2 FASTK PPARG TP63 BNIP3 DAXX PTEN MAPT TOP2A DEDD2 AIFM3 AIFM2 AIFM1 LGALS12 TP53 NDUFA13 SLIT2 JMY AMIGO1 INHBA BNIP1 MAP3K10 IL12A IL12B BID PML SFN PPP2CA VWC2 BCL3 PCSK9 BCL6 CD27 IL7 TBX5 PLG TP73 EEF1E1 BNIP3L AMOT BIK BARD1 ZAK TLR2 EIF5A TNFSF14 FOXO3 TNFSF12 PMAIP1 CRADD TGFB1 TGFB2 SMNDC1 NLRC4 CDKN2A CASP8AP2 CDKN2C ROBO1 ADIG TIA1 ZNF443 ROBO2 ACIN1 DAP MX1 NUDT2 HRK FADD SOCS5 STK4 STK3 IL20 TIAL1 RIPK3 ADAMTSL4 RRAGA PRUNE2 MTCH1 DYRK2 ANGPTL3 RUNX1 RUNX3 ANGPTL4 TRAF3 CFLAR HTT BRCA1 TRADD CDKN1A TNFSF10 CDKN1B BBC3 IKBKG PDCD5 ABL1 SST PDCD6 PDCD7 DAP3 DEDD HPS4 FASLG CASP6 CDC42 ACVR1B CASP3 CASP4 BOK RPS3A PCBP4 RHOB MKL2 NDUFS3 BOC LTA IP6K2 PRKCA PPP2R1A INHA IFI16 PRKCE DAPK2 CDK5 DAPK3 NCR1 DAPK1 ACVR2A TNFRSF9 BTG1 SCIN LCK ERN1 GHRL ERN2 DCC DPF2 BCLAF1 TNFRSF25 TNFRSF8 TRAIP DPF1 CALCA UTP11L PTH PYCARD CD2 ERCC3 ERCC2 PTPRC COL4A3 KL CEBPG NF1 SAP30BP TNFSF8 CASP10 CUL4A BAX PPP1R13B BMPR1B IGFBP3
PROTEIN_RNA_COMPLEX_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_RNA_COMPLEX_ASSEMBLY EIF2C1 CRNKL1 DICER1 EIF5 SNRPD1 EIF5A SNRPD2 EIF2A SRSF6 SRSF5 RPS3A SFSWAP EIF1AX SRSF9 EIF1 DDX20 EIF2B2 EIF2B3 EIF2B4 EIF2B5 PRPF31 SRPK2 SF1 EIF2S3 EIF1B SRSF1 BOLL EIF4G2 EIF4G3 EIF4A2 RPS14 HSPB1 SLU7 GEMIN2 EIF2AK3 EIF2AK4 SRSF10 MTIF2 MTIF3 PAIP2B EIF3C EIF3D EIF3A EIF3B EIF3G EIF3H EIF3E USP39 NPM1 EIF3F EIF3I DAZL EIF3J SCAF11 DAZ1 PAIP2 PAIP1 CELF1 SF3A2 SF3A1 EIF2B1 SF3A3 EIF4B ATXN2 EIF4H SRSF12 TXNL4A
POST_TRANSLATIONAL_PROTEIN_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/POST_TRANSLATIONAL_PROTEIN_MODIFICATION PPP2R5C MYLIP BTK MAP3K6 ISG15 MAP3K9 MAP3K8 ILK TLK1 TLK2 MAP2K6 PTPRJ IKBKAP PTPRM ROCK1 BRAF ROCK2 KIAA1804 PTPRH PTPRR PTPRT PTPRO MARK4 KAT5 MARK1 MARK2 PPP1CA EIF2AK1 MAPK6 MAPK4 MAPK3 F2 MAPK8 EIF2AK3 EIF2AK4 PPP2R3B PPP2R3A ERBB3 ERBB2 DUSP10 DUSP13 TNKS PHB TGFBR1 NIM1 TAOK3 EPM2A DUSP22 PCNP CDC42BPG STRADA CDC42BPA PARP3 TNK1 TNK2 SMURF1 PARP1 PARP2 CDC42BPB NUAK2 TSG101 CUZD1 PMVK LATS1 LATS2 SRPK2 LYN SRPK1 CARD14 CCND1 MAST1 SIK2 MAST2 PPEF2 CCND3 CCND2 PPEF1 IL12A CAND1 TXK NSD1 NNAT MKNK2 GPAA1 ABI3 ABI2 MKNK1 ABI1 MTMR3 SNRK PTK2B PPP2CA PPP2CB PCSK9 USP33 MTMR7 PCSK5 PPP1R17 IL3 IL5 TRIM23 NAE1 RPS6KA5 DUSP5 CCL11 DUSP4 DUSP3 RPS6KA4 DUSP2 CSNK1D CSNK1E GSK3B WHSC1L1 NLRP12 DUSP9 DUSP8 DUSP6 SIK1 PRPF4B ZAK STK38 STK36 MIPEP TGFB1 CSNK2A1 TDGF1 ST3GAL6 INSR MATK EGFR BCL10 RET TWF1 MYO3A IL29 PTPRN2 HDAC10 HDAC11 IL20 RNF139 TESK2 STK16 CCL2 FGR STK11 STK10 UBE2V1 UBE2V2 MAPKAPK2 FBXW7 ECE2 PTK6 DYRK3 TRAF7 DYRK2 STK19 TRAF6 NR4A3 TAF1 EHMT1 MOB1B SMG1 ICMT FURIN ATG3 NMT2 GLYCTK NMT1 IKBKE PLK4 PLK3 TSC1 DYRK1B DYRK1A ABL1 MERTK ABL2 HDAC6 UCHL1 PRDX4 PINK1 FES PRMT1 PRMT2 NDUFS4 PRMT7 PKN3 CLCF1 PRMT8 PRMT5 IP6K3 PPP2R1A SGK1 SGK3 LIMK1 PKN2 CDK9 PKN1 NEK11 PPM1G PPM1D LCK CDK2AP1 ERN1 DDB2 ERN2 AGER UBB PPM1M CARM1 PPP2R2A ACVR1 HS3ST5 APH1A ADAMTS13 APH1B BRSK2 BRSK1 PPM1B STUB1 IGF1R PRSS3 DCLK1 KDM4A RNF144B NF2 VHL HCK CBL ANXA1 RAF1 NCSTN ICK TSSK1A JAK2 JAK3 DZIP3 AURKC RNF217 PTPN22 PTPN21 AURKA PRKG2 PRKG1 PRKX PRKY WNK4 WWP1 COL4A3BP PSENEN GTPBP4 BCR PIM1 CDK12 WNK1 WNK3 PIM2 WNK2 PPARGC1A UHRF2 HUWE1 CAMK4 CAMK1 AMFR SRP72 NEK4 NEK6 TPST1 TPST2 STK17B PXK STRADB STK17A UHMK1 EPHB2 VRK1 VRK2 GAD1 BMP4 LCMT1 PTPN18 CREBBP PTPN14 PTPN13 OXSR1 PTPN12 EPHA5 CBLC EPHA8 GRK1 ACVRL1 FASTK CCNT1 PTEN ART1 SENP7 CAMKK2 ART3 PDPK1 SIK3 CTBP1 ADAM10 PSEN1 PSEN2 MAP3K10 CTDP1 MAP3K13 MAP3K12 MAP3K11 USP7 PPP6C NFS1 SUMO1 CDK16 SET PRKAA1 PCMT1 PRKAA2 QSOX1 CDK17 CSNK1A1 FYB PTPRZ1 MEX3B HCLS1 STAT1 TP53RK MAPK12 MAPK15 PPP2R4 PTCH1 RBM14 LOR MYOD1 UBQLN3 SAE1 TTN PRKCB IL31RA DMPK PRKACB KAT8 KAT6B KAT6A CSNK1G2 PICK1 SOCS1 STK4 CDKL5 STK3 TPTE MAP4K3 MAP4K4 MAP4K5 CDKL1 DSP RIPK4 CSTA ERC1 KALRN PPP5C PPME1 SSH1 ITLN1 SSH2 MAP4K2 MAP4K1 ITGB2 ANAPC11 IRAK3 PTPLA LMTK2 RNF11 UBE2D1 IVL STK38L RNF14 PTPN7 PTPN6 PTPN9 PTPN3 PTPN2 UST PTPN5 PTPN4 BMX BRCA1 AKTIP ULK1 MYLK UBE2E2 UBE2E1 IL22RA2 METAP2 PRKAG1 TIMM50 AKT1 PIGK ACVR1B PAK2 PAK1 CSK AKT3 CHUK VCPIP1 IRAK2 CCDC88A CCDC88C PRKCI PIGU PIGT PRKCH MINK1 PRKCG CHST4 PIGS CHST5 DAPK2 UBE2C PRKCE PRKCD DAPK3 DAPK1 TYK2 PRKD1 UBE2N EVPL CD80 SBF1 HIPK3 CD81 MDM2 PRKD3 FRK PRKCZ UBE3C TRIB2 TRIB1 GLRX2 ERCC8 MAP3K3 CDK11A MAP3K2 CDK11B TGM3 SCG5 CAMK2B CAMK2A PTPRB PTPRC PTPRD ERG PTPRE LTK UBE4B SIRT4 SIRT5 SIRT6 PARK2 SIRT1 SIRT2 GSG2 SIRT3 GMFB GMFG SPRR1A SPRR1B TSSK2 BMPR1B TSSK4 IGFBP3 TSSK3 LIPE TSSK6 F2R BMPR1A
VACUOLE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/VACUOLE_ORGANIZATION_AND_BIOGENESIS ARSB CLN3 NAGPA MYO7A NDP HPS4 HPS1 GAA PPT1 ABCA1 CLN5 CLN6
POSITIVE_REGULATION_OF_CYTOKINE_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CYTOKINE_SECRETION CARD8 NOD2 CRTAM CADM1 INS PYCARD GLMN NLRP3 PYDC1 NLRP2
ESTABLISHMENT_OF_ORGANELLE_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ESTABLISHMENT_OF_ORGANELLE_LOCALIZATION SNAP29 SEPT5 STX5 SHROOM2 AP1M2 NLGN1 CDC23 NUSAP1 CENPF BIRC5 CENPE SUN2 TMED10 LRMP PAFAH1B1 SNAP23 CDCA5 YKT6
VACUOLAR_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/VACUOLAR_TRANSPORT ARSB USE1 M6PR ADRB2 NAGPA NPC1 ATG4D ATG4C AP3M1 ZFYVE16 ATG4A LYST RHOB
CALCIUM_INDEPENDENT_CELL_CELL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/CALCIUM_INDEPENDENT_CELL_CELL_ADHESION CLDN8 CLDN16 CLDN7 CLDN17 CLDN18 CLDN9 CLDN19 CLDN4 CLDN3 CLDN6 CLDN5 CLDN22 CLDN10 CX3CL1 CLDN20 CLDN11 CLDN12 CLDN23 CLDN14 CLDN15 CLDN1 CLDN2
PHOSPHOINOSITIDE_MEDIATED_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/PHOSPHOINOSITIDE_MEDIATED_SIGNALING CCKAR F2RL3 DRD1 GNA15 PARD3 DRD2 TACR1 EDN2 EDNRA CALCA AZU1 AGTR1 EDNRB HRH1 P2RY6 P2RY4 LTB4R ANG NMUR1 NMUR2 P2RY2 PLCH1 P2RY1 BUD31 MC3R PPAP2A PLCB2 LPAR2 S1PR4 EGFR C5AR1 CCKBR PICK1 HOMER1 GRM5 CXCR2 PLCE1 P2RY11 GNAQ CHRM2 CHRM1 AVPR1B AVPR1A HTR2B NMBR PRKD3 PTAFR GAP43
PROTEIN_TARGETING_TO_MEMBRANE http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_TARGETING_TO_MEMBRANE RTP3 SEC62 ATG4D RTP4 ATG4C ATG4B ATG4A ICMT TRAM1 SEC63 SSR2 SSR1
NUCLEAR_EXPORT http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEAR_EXPORT NCBP2 XPO6 NUP160 EIF5A STRADB CALR UHMK1 NUP214 RAE1 DDX25 DDX19B DUSP16 AGFG1 KHDRBS1 NUP133 UPF2 UPF1 SMG6 NUDT4 SMG5 NXF5 SMG7 SMG1 MALT1 NUPL2 ATXN1 DDX39A STRADA TSC1 GSK3B NUP107 XPO7 BARD1
REGULATION_OF_ORGANELLE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_ORGANELLE_ORGANIZATION_AND_BIOGENESIS LIMA1 KATNB1 ARF6 TERF2IP CXCL12 LATS1 CDC42EP2 SORBS3 SET CEP250 GSN MAPT ARAP1 CLASP1 TLK1 TLK2 CLASP2 ERCC4 ARHGEF10L RASA1 TERF2 ERCC1 CDC42EP5 APC ARHGEF2 CCDC88A NF2 PIF1 CRIPAK MID1IP1 NEXN PPARGC1A NEBL UBE2N NCK2 TSC1 NCK1 CAPG TMSB4Y MAPRE1
MORPHOGENESIS_OF_AN_EPITHELIUM http://www.broadinstitute.org/gsea/msigdb/cards/MORPHOGENESIS_OF_AN_EPITHELIUM BCL10 ELF3 LMO4 VANGL2 EHF UPK3A CELSR1 GLI2 SPINK5 TIMELESS UPK1A UPK1B KRT3 KRT4 UPK2 DMBT1
NEUTRAL_AMINO_ACID_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/NEUTRAL_AMINO_ACID_TRANSPORT SLC1A4 SLC1A5 SLC38A3 SLC6A7 SERINC1 SLC7A8 SLC7A10 SLC7A9 SLC7A5 SLC43A1
AMINE_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINE_CATABOLIC_PROCESS BCKDK AMT GLUD1 ASL IDO1 FAH GLDC GOT2 ARG1 MCCC2 ASPA GAD2 GOT1 GCSH ASRGL1 ALDH4A1 GSTZ1 DDAH2 GAD1 DDAH1 HPD BCKDHA BCKDHB HGD DDO COLQ DHPS
CELLULAR_MONOVALENT_INORGANIC_CATION_HOMEOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_MONOVALENT_INORGANIC_CATION_HOMEOSTASIS CLN3 CLCN3 BCL2 ATP1A3 ATP1A4 PPT1 ATP1A1 ATP1A2 TMPRSS3 CLN5 CLN6
RESPONSE_TO_BACTERIUM http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_BACTERIUM LALBA S100A7 PGLYRP1 TLR3 DEFB127 TLR6 CHIT1 IL10 NOS2 AZU1 CFP SLC11A1 NOD2 NLRC4 NOD1 PGLYRP4 PGLYRP2 PGLYRP3 DEFB118 CD24 SPN BCL10 SPACA3 CAMP DEFB103A STAB2 CD1D WFDC12 STAB1 IL12A DMBT1
CELLULAR_COMPONENT_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_COMPONENT_ASSEMBLY SYT1 OXA1L EIF2C1 MED24 MED23 CD2AP SRSF6 SRSF5 PICALM APOE SFSWAP EIF1AX MED26 KIFAP3 MED27 SRSF9 SH3BGR STAG3 FAS EIF2B2 EIF2B3 EIF2B4 SYK EIF2B5 IKBKAP GJD3 CD3E MATN1 MED12 EIF2S3 MED14 MED13 CD40 SRSF1 PPARGC1A BOLL KRT19 PTRF MED16 MED17 RPS14 ATPIF1 AMFR LAMC1 GEMIN2 SURF1 EIF2AK3 EIF2AK4 DAG1 HFE MTIF2 MTIF3 RIMS1 CD74 PXN CDC42EP2 UPK1A CDA AGRN HIP1 HMGB1P10 MLL PAIP2 CELF1 PAIP1 TGFBR1 CREBBP SMAD4 SMAD3 EPRS MYOZ1 SEPT11 SRSF12 CHAF1A CHAF1B COX11 CRNKL1 WASF3 COX10 AP2S1 NAP1L1 GJA1 TP63 NAP1L3 EIF2A NAP1L2 GJA4 NAP1L4 GJA5 NOD2 NOD1 NUBP1 ZFYVE9 IL1RAP GPX3 TRPV5 COX18 FANCA FANCC COX15 ATF7IP SNAPC5 SRPK2 PRPF31 APCS BRF1 ACTA1 VIL1 TP53 SF1 EIF1B WAS THEG RAD51 MED7 MED4 GTF2I NUP205 EIF4A2 MAP3K11 MED1 FMOD REPS2 PARD3 APC2 NFS1 PML AASS HPRT1 SF3B3 CLDN14 GJC1 LPXN SET CCT6B DGKD PTK2B USP39 PEX14 DAZL PEX13 WIPF1 APBA1 DAZ1 TNP1 SF3A2 SF3A1 EIF2B1 MIS12 SF3A3 MNAT1 TJP1 TCEB2 PBX1 PTCH2 PBX3 PBX4 TXNL4A OCLN CAPZA2 TSPAN4 CAPZA1 EIF5 SNRPD1 EIF5A SLC7A9 SNRPD2 TBP TTN SLC7A6 SLC7A7 TAPBP VCL APOA4 GTF2E1 GTF2E2 EIF1 DDX20 INSR BCL10 DARS SCUBE3 SCUBE1 PICK1 TAZ ACTN2 ADRM1 SMARCA5 HSPB1 SLU7 VAMP3 SEPT7 SEPT9 STK16 TRAF1 TRAF2 HMGB1 EID2 ANLN SYCP1 LLGL1 SRC EIF3C EIF3D EIF3A EIF3B EIF3G EIF3H EIF3E NPM1 EIF3F EIF3I EIF3J ASF1A HELLS TAF2 PARD6B TAF5 MALT1 LIN7A EIF4B HDAC5 PPIH ITGA6 GTF2F1 EIF4H GTF2F2 MYH11 E2F2 E2F3 TLN1 RSF1 TLN2 DICER1 SKAP2 NDUFS7 CDC42 RANBP9 NDUFS5 MAZ NDUFS4 RPS3A NDUFS8 GOPC DLG4 AKR1C1 ZW10 PPP2R1A IRAK1 ALDH5A1 CCDC88C CDK9 CDK7 SLC9A3R1 NLRP3 SLC9A3R2 HMGA1 STOM EIF4G2 EIF4G3 ADRB2 TPPP NCOA6 MDM2 WASL MDM4 KPNA3 SRSF10 TCAP HCFC1 PAIP2B CD9 IGF1R TGM3 SCAF11 NEFL GTF3C4 APC SCO1 GEMIN5 IL2RB TNXB MUC20 SIRT4 SIRT5 BCS1L SIRT1 TUBGCP2 LEPREL4 VWF ATXN2 MED30 TMEM48 PRLR BAX THRAP3 MAPK8IP2 FAF1
IMMUNE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/IMMUNE_RESPONSE CADM1 AQP9 IL6ST MAP3K7 LTB4R SEMA7A IFNK IKBKAP GTPBP1 CRTAM C5AR1 NCF4 COLEC12 GEM THY1 CCR9 CRHR1 CCR8 LILRB2 CCR6 CCR5 CD40LG CCR4 CCR2 MADCAM1 IL1R2 CNIH HLA-DRB3 FCGRT CD74 IL17A IL17B ZAP70 BLNK ST6GAL1 TCF7 RGS1 ETS1 TCF12 IL27RA BCAR1 LY86 IL28RA BNIP3 ZEB1 SPINK5 CFHR1 HAMP IL4 IL4R CEACAM8 SEMA3C DPP8 FCGR3A FCGR3B DPP4 GZMA CMKLR1 NFAM1 IL6R CD164 WAS IL18BP EREG LAX1 IL12A SEMA4D IL12B CCR1 OPRK1 GPR65 IL7R CCL27 CCL26 CCL24 CCL25 CCL22 CCL23 CCL20 XBP1 CCL21 IL10RB BCL2 FCGR1A DEFB118 CD22 CCBP2 C2 CD28 LY75 FYB IL6 IL7 CTLA4 CCL19 TRIM22 CCL18 CD1D PRELID1 FCGR2B FYN BNIP3L ATP6V0A2 IL2 IL16 IL18 APOBEC3G VTN TNFSF13 IL15 VIPR1 TLR7 CXCL12 APOBEC3F TLR8 TGFB1 IL10 TAPBP TGFB2 APOA4 APOA2 APOA1 GPR44 MS4A1 MS4A2 ODZ1 EBI3 GPR183 S1PR4 CIITA BCL10 POU2AF1 BST2 IL29 BST1 IL27 TNFRSF14 YTHDF2 SOCS5 TRAT1 IGSF6 LAT2 CST7 MNX1 KIR2DL1 DEFA1 KIR2DL3 GBP2 TNFAIP1 TRAF2 CCL2 IFITM2 IFITM3 MAP4K2 IL32 DEFB127 CX3CL1 CCL5 PYDC1 CCL4 FTH1 PRKRA CNR2 SFTPD TRAF6 DEFB1 DEFB4A ARHGDIB MALT1 FOXP3 AIM2 LAT FCAR CXCL13 IKBKG CD274 RFX1 CD79B CD79A IFI6 PAX5 SKAP1 PDCD1 MBP CD97 CD96 CXCR4 LTF NFIL3 APLN CHUK CCRL1 IK PTGER4 SLA2 CHST4 CTSS NCR1 CTSW UBE2N CD83 TARBP2 CD86 C1QBP CTSC TREM1 TREM2 CTSG PTAFR LCP2 PSMB10 MBL2 RAG1 RSAD2 TNFRSF4 HRH2 FCN2 FCN1 POU2F2 KRT1 IL2RG MR1 CD7 SECTM1 PTPRC CEBPB IL2RA CEBPG DEFB103A GPI SP2 ANXA11 IRF8 DMBT1 OPRD1
HEMOPOIETIC_OR_LYMPHOID_ORGAN_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/HEMOPOIETIC_OR_LYMPHOID_ORGAN_DEVELOPMENT TM7SF4 MMP9 SPI1 JAG2 ZNF675 FOXO3 HDAC7 TPD52 SPINK5 SART1 TGFB1 IL10 IL31RA TGFB2 ACVR1B CDC42 ALAS2 ACIN1 PRL KAT8 KIRREL3 KAT6A CD3D LYN IL27 LDB1 TAZ CDK6 IFI16 INHA NFAM1 SOCS5 MYH9 INHBA ACVR2A RPS19 LCK SCIN NCOA6 LRMP CARTPT IL12B NHEJ1 RAB3D CSF1 RAG1 MAP4K2 MAP4K1 PF4 ZBTB16 MLF1 CALCA SNRK RASGRP4 ZAP70 CD4 DYRK3 RUNX1 BLNK IL4 PTPRC MLL IL7 MAFB HCLS1 CEBPG TBX1 MAL CD1D HDAC5 HDAC4 NOTCH2 ETS1 NOTCH4 CD79A HDAC9 IL2
REGULATION_OF_JNK_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_JNK_CASCADE AMBP CARD9 TAOK2 TAOK3 HIPK2 MAPK8IP2 MAPK8IP3 ZNF675 EDA2R TPD52L1 MAPK8IP1 CD27
PROTEIN_MODIFICATION_BY_SMALL_PROTEIN_CONJUGATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_MODIFICATION_BY_SMALL_PROTEIN_CONJUGATION DZIP3 UBE2V1 RNF217 SAE1 UBE2V2 UBE3C MYLIP ANAPC11 STUB1 SENP7 ERCC8 SUMO1 FBXW7 WWP1 RNF11 TRAF7 UBE2D1 TRAF6 RNF144B BCL10 GTPBP4 VHL UBE4B CBL PRKCG PCNP PARK2 UBE2C TRIM23 ATG3 BRCA1 NAE1 UBE2N UHRF2 TSC1 HUWE1 RNF139 DDB2 MDM2 CAND1 UBB AMFR SMURF1
REGULATION_OF_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CATABOLIC_PROCESS PPARA PFKL CIDEA EGLN2 PRKCG PFKM STUB1 GAPDHS INS APOA5 ECD MDM2 HGS FAF1 MDM4 ANGPTL3
BIOPOLYMER_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/BIOPOLYMER_BIOSYNTHETIC_PROCESS TUFM EEF1A1 CSGALNACT2 ALG1 CSGALNACT1 GYG2 B3GNT8 GCK TRNAU1AP TSFM EEF2K SEPSECS GYS2 DYRK2
GROWTH http://www.broadinstitute.org/gsea/msigdb/cards/GROWTH DLC1 BMP10 BCAR1 OSGIN1 SGMS1 GLI2 SPINK5 TGFB1 TGFB2 BNIPL ACVR1B CDKN2A CDKN2C CDKN2D APOA5 SERTAD3 NDUFS3 SERTAD2 GHR IP6K2 MTOR NOL8 NOP58 TP53 NDUFA13 RB1 FGF20 INHBA PLCE1 EREG GHRH ALOX15B BIN3 UBB XRN2 ALOX12 ING5 DCBLD2 ING4 DERL2 RTN4RL1 PML CDHR2 PPT1 TSPYL2 FAM107A CDK11A RASGRP4 CDK11B PRSS2 CDA BCL6 TNN RTN4RL2 ENO1 COL4A4 DMBX1 KLK8 SPHK1 SMAD4 SMAD3 SOD1 CAPRIN2 RERG NOTCH2 PPP1R9B CDKN1A CDKN1B NUPR1 BBC3 CDKN2AIP PTCH1 APBB2 BMPR1B GHSR APBB1 IL2
EXCRETION http://www.broadinstitute.org/gsea/msigdb/cards/EXCRETION CLDN16 AVPR2 SLC22A18 ADORA2B AQP9 TACR2 CLCNKA AQP5 CLCNKB AQP4 AQP7 AQP6 AQP1 ATP6V1B1 AQP3 AQP2 KCNJ1 SCTR KCNK5 NFAT5 SCNN1G SCNN1B GUCA2B SCNN1A NPHP1 KNG1 NPR1 GRHPR SLC26A3 NPHS2 NPHS1 NPPB ATP6V0A4 IFT88 UNC13B CLCN5
ANGIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/ANGIOGENESIS EMCN HTATIP2 ACVRL1 IL18 RNH1 PML PF4 TNFSF12 FOXO4 CANX SPINK5 SHH TGFB2 AGGF1 ANG IL17F ROBO4 RHOB ERAP1 CHRNA7 RUNX1 EGF ANGPTL3 C1GALT1 ANGPTL4 SCG2 COL4A3 COL4A2 IL8 SPHK1 NF1 NPR1 MYH9 TNNI3 NCL PLG THY1 PROK2 CDH13 SERPINF1 EPGN STAB1 BTG1 NOTCH4 VEGFA AMOT NPPB ATPIF1
NEGATIVE_REGULATION_OF_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_PHOSPHORYLATION INHBA CDKN1A CDKN1B CDKN2A CDKN2B NF2 CDKN2C CDKN2D SOCS1 NLRP12 INHA IGFBP3
POSITIVE_REGULATION_OF_TRANSCRIPTION_FACTOR_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_TRANSCRIPTION_FACTOR_ACTIVITY BCL10 TNF CEBPG RELA EDA2R UBE2V1 NFAM1 PRDX3 JMY UBE2N CARD11 PRKCQ NOD2 EP300 NLRC3 NPM1 PYCARD ABRA ERC1 TSSK4 EDA IKBKB CAMK2A MAP3K13
PROTEIN_UBIQUITINATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_UBIQUITINATION DZIP3 UBE2V1 RNF217 SAE1 UBE2V2 MYLIP ANAPC11 UBE3C STUB1 ERCC8 FBXW7 WWP1 RNF11 TRAF7 UBE2D1 TRAF6 RNF144B BCL10 GTPBP4 VHL CBL UBE4B PRKCG PCNP PARK2 UBE2C TRIM23 ATG3 BRCA1 UBE2N UHRF2 HUWE1 TSC1 DDB2 RNF139 MDM2 CAND1 UBB SMURF1 AMFR
CARBOXYLIC_ACID_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/CARBOXYLIC_ACID_TRANSPORT SLC38A3 AQP9 SLC16A10 SLC7A8 SLC7A9 SLC7A5 SLC1A4 SLC1A5 SLC1A2 SLC16A1 SLC1A3 AKR1C4 SERINC1 SLC1A6 SLC25A22 SLC1A7 SLC22A6 SLC25A1 SLC43A1 ARL6IP5 SLC1A1 AKR1C1 CLN3 PRAF2 PDPN SLC3A2 SLC7A10 SLC3A1 SLC16A3 SLC25A12 SLC16A2 SLC16A5 SLC25A13 SLC16A4 SLC6A7 SLC16A7 SLC16A6 SLC25A10 SLC16A8 CTNS SLC25A15
NEGATIVE_REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION_AND_BIOGENESIS RTN4 HMGB1 LIMA1 KATNB1 ARF6 TERF2IP PAIP2B CDC42 SET PACSIN3 GSN RAC1 CLASP1 ARAP1 ERCC4 ERCC1 TERF2 APC HMGB1P10 KLK8 ARHGEF2 PAIP2 MID1IP1 THY1 YWHAH CAPG TMSB4Y MAPRE1 EIF2AK3
DEVELOPMENT_OF_PRIMARY_SEXUAL_CHARACTERISTICS http://www.broadinstitute.org/gsea/msigdb/cards/DEVELOPMENT_OF_PRIMARY_SEXUAL_CHARACTERISTICS HMGCR LHCGR ANKRD7 SHH PRKACG CSDE1 MKKS SOX15 HSD17B3 SRD5A2 EIF2B2 EIF2B4 EIF2B5 FOXL2 TBX3 MEA1 DMRT1 DMRT2 NR0B1 SOD1 FSHR EREG NCOA4 BMPR1B LHB NR5A1
PROTEIN_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_CATABOLIC_PROCESS KIAA0368 TSG101 BTRC UBE2G1 UBE2G2 USE1 RNF217 CPA2 FBXO22 ANAPC2 UBE2A MTOR ANAPC5 UFD1L ANAPC4 UBR3 PRKCG UBE2I UBE2H UBE2C UBE2B UHRF2 UBE2K UBR5 FBXL4 MDM2 SIAH1 MDM4 AMFR UBB SIAH2 FZR1 DERL2 SYVN1 DERL1 UBE3A EGLN2 NEDD8 ANAPC10 STUB1 EDEM1 ARIH1 UBE2D3 UBE2D2 SQSTM1 INS PRSS2 RNF11 UBE2D1 USP33 FBXO7 RNF144B NPLOC4 UBE4A UBE4B CDC23 CDC20 PCNP PARK2 UBE2L3 SELS PSMD14 PSMC5 VCP HGS SMURF2 FAF1 SMURF1 UBE2E1
AGING http://www.broadinstitute.org/gsea/msigdb/cards/AGING NOX4 TPRA1 LIMS1 TBX3 KL TBX2 MORF4 TP53 SOD1 PDCD4 CDKN2A NPM1 LOXL2
NEGATIVE_REGULATION_OF_CELL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELL_ADHESION KNG1 ARHGDIG GTPBP4 ADAM10 ACVRL1 NF2 PTEN MAGI2-IT1 CDH13 MIA3 CDKN2A RND1 TGFBI B4GALNT2 RASA1 SPN ARHGDIA ARHGDIB
EMBRYO_IMPLANTATION http://www.broadinstitute.org/gsea/msigdb/cards/EMBRYO_IMPLANTATION PPARD SPRR2G SPRR2F SPRR2E SOD1 SCGB1A1 RPL29 PRLR SPRR2C SPRR2D TRO SPRR2A SPRR2B SFRP4
PROTEOLYSIS http://www.broadinstitute.org/gsea/msigdb/cards/PROTEOLYSIS AURKAIP1 ATP6AP2 MMP9 PGC LTBP4 BTRC MMP8 IDE MMP7 RNF217 RCE1 MMP3 MMP2 MMP1 SHH HTRA2 ERAP1 CPA3 PSENEN CPA1 CFD FBXO22 DNAJC1 ANAPC2 ENDOU ANAPC5 ANAPC4 UBR3 NAPSA NAPSB MYH9 ADAMTS9 UHRF2 TMPRSS11E UBR5 BACE2 ST14 F2 BACE1 FBXL4 PGCP FBXL6 AMFR ADAMTS5 WFDC2 FBXL2 ADAMTS4 FZR1 DERL2 SYVN1 DERL1 CELA3A MME NEDD8 ANAPC10 TIMP1 ARIH1 UBE2D3 ACE UBE2D2 KLKB1 CTRC FBXO6 RNF11 FBXW2 ZMPSTE24 FBXO3 UBE2D1 SRGN CTRL FBXO7 PLAT NPLOC4 BMP1 FBXO2 CDC23 PCNP CDC20 UBE2L3 FURIN LCN1 PSMC5 PSMC4 VCP UBA3 C9orf3 PAPPA2 SPCS1 SMURF2 SMURF1 PHEX CPB2 PLAU UBE2E1 DPP3 ASPRV1 SPG7 KIAA0368 CORIN TSG101 UBE2G1 UBE2G2 MMP24 LNPEP CASP5 CFHR1 CASP6 CASP3 MMP20 CASP4 TPP1 TPP2 CASP7 CASP8 CASP1 CASP2 UBE2A CTSZ ADAM10 PEPD ASTL UFD1L UBE2I UBE2H CTSS UBE2C MMP14 UBE2B MMP13 MMP12 MMP11 UBE2N MMP10 BLMH CTSK SENP1 ATG4D PSEN1 ATG4C ATG4B UBE2K CTSO ATG4A PSEN2 SIAH1 UBB CTSB SIAH2 USP25 PMPCA CTSH CTSG CLN6 CTSF PREP MBL2 APH1A ADAMTS13 UBE3A SHFM1 EDEM1 STUB1 SUFU CPZ PCSK2 PCSK1 SQSTM1 PRSS2 REN PITRM1 PRSS3 KRT1 C2 PCSK6 PCSK5 USP33 HGFAC RNF144B UBE4A OLR1 VHL UBE4B PARK2 CAPN3 TMPRSS6 XPNPEP1 SELS NCSTN PSMD14 MMP23B MBTPS1
SECONDARY_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/SECONDARY_METABOLIC_PROCESS ALDH8A1 TSPO ALAD RARRES2 COX10 PPOX GPR143 DCT TYR ALAS1 ALAS2 CPOX AP3D1 OCA2 COX15 FECH GMPS BLVRA RDH12 BCO2 RDH11 DHRS3 AS3MT NFE2L1 PAICS RETSAT
PYRIMIDINE_NUCLEOTIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PYRIMIDINE_NUCLEOTIDE_METABOLIC_PROCESS DCTD CMPK1 TYMP UMPS CTPS NT5M DCK AK5 ENTPD4 NT5C
VITAMIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/VITAMIN_METABOLIC_PROCESS ALDH8A1 ME1 RXRA PGD RBP2 DHRS9 TKTL1 BBOX1 RDH12 RDH11 ALDH1A2 THTPA PGLS DHRS3 CYP27B1 RLBP1 RETSAT
MEMBRANE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/MEMBRANE_ORGANIZATION_AND_BIOGENESIS PDLIM7 VAPA ITSN1 ADORA1 NRCAM BAK1 GATA2 HOOK2 PICALM PACSIN3 ATG7 ADAM2 VPS4B IZUMO1 EGFR MYO6 OPA1 STAP1 PICK1 CRISP1 TAZ LRP1B VTI1B COLEC12 SUN2 VAMP3 RTP2 RAB7A NAPG ADORA2A RTP1 SNX2 SNX1 HFE RABEPK NAPA SNX4 PPT1 ARF6 BCL2L1 SNX3 AHSG ADRB3 DOCK1 FOLR1 RAC1 SFTPD CTDNEP1 AGRN STX11 HIP1 MRC1 NPLOC4 RABIF REEP1 CORO1C RABEP1 TSC2 CACNA1H GOSR2 CLEC7A CLTCL1 KCNH1 MSR1 LDLR AP2S1 SORL1 SYNJ1 BNIP3 TIMM50 KCNIP2 ASGR1 AP1S1 ZFYVE16 NECAP2 COX18 STX6 RAMP3 CLN3 RAMP2 SPACA3 CCDC88A TP53 ARHGAP27 ATP6V1H PI4KB LDLRAP1 M6PR ELMO1 MFN2 ADRB2 BNIP1 IGF2R OTOF RAB5A LRMP STEAP2 ADAM12 EPN1 SERP1 SNAP29 STON2 STON1 GULP1 EEA1 SCARF1 AMPH AZU1 CD9 FCGR1A FCN2 BCL2 FCN1 PEX16 CD2 SNAP23 CD24 CYTH2 DNM1L A4GALT CBL MAL STAB2 SOD1 PLSCR1 CDH13 SH3BP4 STAB1 RAB22A LRP8 LRP2 LRP3 GCA DNM1 CD14
MAINTENANCE_OF_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/MAINTENANCE_OF_LOCALIZATION SRI MDFI PTPRC TAF3 PDIA3 S100A7 PDIA2 NFKBIE TOPORS MXI1 FTH1 NFKBIL1 THY1 TONSL ALB LCK GAA SUPT7L TMSB4Y FAF1 SRGN ATP7B
REGULATION_OF_ANGIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_ANGIOGENESIS HTATIP2 PML RNH1 PF4 TNFSF12 FOXO4 SPINK5 AGGF1 IL17F RHOB CHRNA7 ANGPTL3 RUNX1 ANGPTL4 COL4A3 COL4A2 NF1 SPHK1 NPR1 TNNI3 PLG SERPINF1 BTG1 STAB1 AMOT NPPB
INTERCELLULAR_JUNCTION_ASSEMBLY_AND_MAINTENANCE http://www.broadinstitute.org/gsea/msigdb/cards/INTERCELLULAR_JUNCTION_ASSEMBLY_AND_MAINTENANCE PARD6A PARD6B TLN1 GJD3 TLN2 PRKCI GJA1 GJA4 GJA5 GJC1 VCL CD9 TJP1
ENERGY_DERIVATION_BY_OXIDATION_OF_ORGANIC_COMPOUNDS http://www.broadinstitute.org/gsea/msigdb/cards/ENERGY_DERIVATION_BY_OXIDATION_OF_ORGANIC_COMPOUNDS UQCRC2 OXA1L ME3 UQCRC1 LEPR PDHB ADRB3 NDUFS4 GYS2 DYRK2 TREH NDUFS1 ACO2 CYCS EPM2A BCS1L GYG2 CRAT PPARGC1A ACADVL LEP SDHA SDHB SLC25A14 NNT PYGM GCK UQCRH GFPT1 SDHC GSK3B SDHD GFPT2 GAA SURF1 UQCRB PYGB
SYNAPTIC_TRANSMISSION http://www.broadinstitute.org/gsea/msigdb/cards/SYNAPTIC_TRANSMISSION SEPT5 SYT1 KCNC4 UTS2 SNCAIP SLC6A1 GRIK1 GABRB2 SLC6A2 SYT5 GRIK2 SLC6A4 GRIK4 CNP VIPR1 GDNF TGFB2 HTR1B GRIN2B APOE GALR3 GALR2 CHRNA5 CHRNA4 CHRNA6 CHRNA1 NQO1 HTR1D HTR1F LPAR3 HTR1E KCND2 SCN2B BAIAP3 KIF5A STRN4 GRIN2A BSN NTSR1 GABRR2 MAPK1 CBLN1 GABRR1 DOC2A COLQ HTR7 HTR6 NPTN AKAP5 CARTPT PMP22 KCNMB4 DRD1 SCN1B CALY DRD2 KCNA1 DRD4 PXK RIMS1 KCNMB1 HCRTR2 HCRTR1 GAD2 SYPL1 GAD1 NOVA1 HAP1 UNC119 NTF4 CPNE6 OMP SNAPIN HOMER1 KCNK3 PDE7B NPY RAPSN CHRNB4 MTNR1B CHRNB3 CACNA1E QPRT CHRNB1 RIT2 CORT SST CHRNE CACNA1B GABBR2 KCNIP1 MBP KCNQ5 SLC1A2 SLC1A3 KCNQ3 FXN SLC1A6 DLG4 KCNQ2 TAAR5 SLC1A1 NPFF PCDHB9 KCNMA1 GPR176 PCDHB5 PRG3 PCDHB6 PCDHB3 NPBWR1 PCDHB4 NPBWR2 PI4KA PCDHB2 STX1B GRM1 GRM5 GRM4 GRM3 GRM2 KIF1B GRM7 GHRL CNTN4 UBB ALDH9A1 RAB3A HCRT CPLX1 OPRK1 PCDHB14 PCDHB13 AKAP9 PCDHB11 HPRT1 PCDHB10 AMPH GCH1 NPTX1 SYN1 HRH3 PCDHB16 SYN3 SYN2 CD24 HTR3A HTR3B APBA1 GCHFR DTNA COL4A4 PLP1 GLRB KLK8 MPZ NLGN1 DBH GABARAP ACCN1 ATXN3 YWHAG YWHAH KCNN1 GRIA2 GRIA1 KCNN3 SLC6A5 MYCBPAP CRH SLC5A7 CHRNA10 HTR2C HTR2A
ACTIN_FILAMENT_POLYMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ACTIN_FILAMENT_POLYMERIZATION WASF3 WASF1 PREX1 ARF6 LATS1 NCK2 CDC42EP2 ANG GSN NCK1 RAC1 TMSB4Y RASA1 CDC42EP5
ACTIN_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/ACTIN_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS MTSS1 PRKG1 TTN CXCL12 PACSIN2 PLA2G1B ROCK1 MYH9 NEBL ARPC1A RND3 KRT19 RND1 ATP2C1 TESK2 DST DBN1 FGD2 FGD1 SSH1 MRAS SSH2 ARF6 ARPC4 ARPC5 LLGL1 CDC42EP2 DOCK2 RAC3 RAC1 ADRA2A ARAP1 FGD5 FGD6 ARHGEF10L FGD4 CDC42EP5 ARHGDIB TAOK2 FSCN2 FSCN1 ARFIP2 EVL MYOZ1 EPB49 CDC42BPG TSC1 MYH11 CDC42BPA SPTA1 GHSR ABL1 CDC42BPB RHOJ LIMA1 NUAK2 WASF3 WASF1 PREX1 BCAR1 WASF2 LATS1 DSTN CDC42 PDPK1 DYNLL1 GSN ANG RHOA RHOF DLG1 ARHGEF2 CCDC88A ACTA1 LIMK1 ARHGEF17 FLNB FLNA ELMO1 NCK2 NCK1 SCIN CFL1 GHRL WASL TMSB4Y CXCL1 SHROOM1 SHROOM2 PLEK2 SORBS3 EZR SORBS1 WIPF1 RASA1 CYTH2 TNXB NF2 NF1 RICTOR RACGAP1 CAPG AMOT KPTN CRK
RESPONSE_TO_OXIDATIVE_STRESS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_OXIDATIVE_STRESS NDUFB4 GCLC S100A7 ATOX1 PRDX5 PDLIM1 PRDX2 CCL5 GCLM GLRX2 GSS APOA4 ANGPTL7 ERCC8 MSRA ERCC6 GPX3 NDUFS8 CYGB SEPP1 ERCC3 NDUFS2 ERCC1 ERCC2 DHCR24 NUDT1 SGK2 STK25 NDUFA6 DGKK APTX OXSR1 SOD1 NDUFA12 SELS SOD2 PNKP RNF7 DUSP1 PRDX6 IPCEF1 MPO TXNRD2 SCARA3 PRNP SRXN1
POSITIVE_REGULATION_OF_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_METABOLIC_PROCESS AURKAIP1 XRCC6 RORB MED21 CITED2 EPC1 FOXF1 FOXF2 SUPT5H EIF2B5 PCBD2 RXRA KDM5A MED12 MED14 MED13 PPARGC1A PPARGC1B BOLL HNF4A MED17 CRTC1 AFAP1L2 ARF6 FOXH1 PLAGL1 CDC42EP2 MAML3 TCF4 TCF3 ARHGEF10L CDC42EP5 BMP4 UTF1 MAML1 MAP2K3 CREBBP MAML2 ESRRG SMAD3 MSTN SMAD2 NUP62 NOTCH4 TNK2 BMP7 BMP6 PPARA HNF1B ELF1 ACVRL1 HNF1A ELF4 SPI1 TP63 GLI2 GLI1 ZBTB38 CAMKK2 MAPT ATF7IP PRG3 LYN CCNH TP53 GTF2H1 RAD51 SCAP ARHGEF11 MED6 NCK2 INHBA CARD14 CCND1 CCND3 EREG CCND2 NCK1 IL12A IL12B NSD1 CLOCK CLN6 MED1 NUFIP1 EHF HPRT1 AZU1 MRPL12 SQSTM1 BCL3 DAZL CD24 SUPT4H1 FOXD3 CD28 IL4 IL3 DAZ1 IL6 IL5 HCLS1 TBX5 IL9 TRIM28 ILF3 TP73 GAPDHS MNAT1 YWHAH NAA15 ILF2 YAF2 FOXE1 PPP2R4 PHF5A RBM14 MMS19 HNRNPAB NCBP1 TLR1 ARNT2 EIF5A FOXO1 TLR3 TNFSF13 TLR4 FOXO3 TLR6 TLR7 TGFB1 TLR8 TLR9 IL31RA APOA2 MDFIC SMARCD3 ATG7 TDGF1 APOA5 SMARCD1 GATA4 KAT8 KAT6B EBI3 SAMD4A SPN KAT6A EGFR BCL10 MYO6 IL29 IL27 ARID1A ARNTL ELL3 TRERF1 IL20 HIF1A TFAP2B SMARCA1 ITLN1 KATNB1 ELK1 ABCA1 DYRK2 UBE2D1 RUNX1 EGF ANGPTL3 ZNF423 EPAS1 TAF8 CD276 FOXP3 BRCA1 ATF6 ATF4 AKTIP SMARCC1 DYRK1B SMARCC2 HIVEP3 GLMN HSP90AB1 RSF1 CTCF NAA16 ANG CLCF1 TPP1 PAX8 MKL2 LTB PIGA EGR1 HSP90AA1 PIGY PRKCG CDK7 HMGA1 NRIP1 PRPF6 UBE2N CD80 BPTF ZMIZ2 TPPP NCOA6 CD81 UBB ACVR1 GLIS3 GLIS2 GLIS1 TNFRSF8 EGLN2 ARPP19 STUB1 TNFRSF1A NPAS2 RGMB ERCC6 ERCC3 NFATC2 ERCC2 CEBPG DEFB103A CREB5 PSMG4 GCK SP1 THRAP3 FAF1 IRF4 ELANE
KERATINOCYTE_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/KERATINOCYTE_DIFFERENTIATION LOR TXNIP ANXA1 SCEL IL20 NME2 EVPL EREG SPRR1A SPRR1B TGM1 TGM3 DSP CSTA IVL
AMINO_ACID_AND_DERIVATIVE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINO_ACID_AND_DERIVATIVE_METABOLIC_PROCESS SNCAIP SLC7A8 SLC7A9 GGT1 BPHL SLC7A4 OTUB2 SLC7A5 IDO1 SLC7A6 BBOX1 FAH GLDC SLC7A7 TGFB2 GOT2 ASPA GOT1 PLOD1 SCLY MAT1A ASMTL DDAH2 DDAH1 ALDH6A1 YARS GATM DARS AARS QDPR GGT5 CDO1 SARS2 PYCR1 COLQ SULT1B1 RARS CCBL1 GCLC GLUD2 FARS2 GLUD1 PAH ASL GCLM KARS OAZ2 ARG1 GAD2 OAZ1 ALDH4A1 GCSH ASRGL1 AIMP1 GAD1 P4HB SLC6A14 HGD ATF4 BAAT DIO2 SLC7A2 DIO1 FPGS SLC25A15 BCKDK AMT GSS WARS MCCC2 MSRA TYR HDC GSTZ1 YOD1 HPD PEPD PRG3 ALDH5A1 SLC3A1 DDO SDS DHPS SMS BCAT1 ALDH18A1 NFS1 HPRT1 DCT GLS2 MTHFR ETNK1 MARS2 PTS BCKDHA BCKDHB ADI1 SLC6A6 MAT2B GAMT SLC5A7
SYNAPSE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/SYNAPSE_ORGANIZATION_AND_BIOGENESIS PCDHB9 COL4A4 ACHE KLK8 PCDHB5 PCDHB6 PCDHB3 PCDHB4 NLGN1 PCDHB2 CACNB2 NRD1 PCDHB14 PCDHB13 PCDHB11 PCDHB10 NRCAM PCDHB16 GHRL POU4F1 AGRN UBB CHRNA1
BILE_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/BILE_ACID_METABOLIC_PROCESS ACOX2 CYP7B1 GBA2 NPC1 BAAT CYP39A1 HSD3B7 AKR1D1 NR1H4 AKR1C1 ACOX3
REGULATION_OF_CYTOKINE_PRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CYTOKINE_PRODUCTION TRAF2 ATP6AP2 AFAP1L2 TGFB2 CALCA MAP3K7 NOD2 IFNG CHRNA7 CD24 TRAF6 SMAD4 CIDEA SMAD3 MALT1 SOD1 FOXP3 CARD11 HIF1A EREG CD40LG IL12A GHRL IL12B GHSR
RESPONSE_TO_TEMPERATURE_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_TEMPERATURE_STIMULUS GCLC FGF16 CRNN SOD1 GMPR CSDA EIF2B1 AKT1 ACOT11 CIRBP ERO1L EIF2B2 DNAJB4 EIF2B3 EIF2B4 EIF2B5
REGULATION_OF_ACTIN_POLYMERIZATION_AND_OR_DEPOLYMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_ACTIN_POLYMERIZATION_AND_OR_DEPOLYMERIZATION NCK2 CDC42EP2 LIMA1 GSN NCK1 CAPG ARF6 TMSB4Y LATS1 CXCL12 RASA1 CDC42EP5
OLIGOSACCHARIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/OLIGOSACCHARIDE_METABOLIC_PROCESS B4GALT1 ST6GAL1 ST6GAL2 GLA FUT8 ST8SIA4 MPDU1 MAN1B1 ST8SIA3 ST8SIA2 COG2
REGULATION_OF_HEART_CONTRACTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_HEART_CONTRACTION KCNE1L SRI ADORA3 CYP2J2 KCNJ12 KCNIP2 TPM1 TGFB2 DMPK DES KCNE1 KCNE2 SCN5A KCNQ1 KCNG2 ACTC1 CELF2 MYH7 MYH6 TNNT2 CHRM2 HSPB7 CACNA1H RYR2 KCNH2
COVALENT_CHROMATIN_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/COVALENT_CHROMATIN_MODIFICATION SET PRMT7 PRMT8 KAT8 KAT6B HELLS KDM4A KAT6A EHMT1 PHB CREBBP HDAC10 HDAC11 KAT5 PPARGC1A SIRT2 RPS6KA5 UBE2N HUWE1 WHSC1L1 CARM1 RBM14 NSD1 MAP3K12 HDAC6
REGULATION_OF_ACTION_POTENTIAL http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_ACTION_POTENTIAL KCNMB3 SRI KCNMB4 PPARD PLP1 KLK8 KCND2 NF1 MAL SOD1 KCNMB2 MBP AMIGO1 CD9 EIF2B2 EIF2B4 EIF2B5
CELLULAR_PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_PROTEIN_METABOLIC_PROCESS AURKAIP1 PPP2R5C RCE1 MYLIP BTK MAP3K6 ISG15 MAP3K9 ILK MAP3K8 OGT IKBKAP MCRS1 BRAF MYH9 MARK4 MARK1 SARS2 MARK2 PPP1CA EIF2AK1 MAPK6 TMPRSS11E BACE2 MAPK4 MAPK3 F2 BACE1 MAPK8 EIF2AK3 EIF2AK4 PPP2R3B PPP2R3A PABPC4 DUSP10 DUSP12 ARF6 ARIH1 IL17A DUSP13 KLKB1 RAC1 IL17F NAA50 PAIP2 PAIP1 TAOK3 EPM2A DUSP22 UBE2L3 MOGS CDC42BPG STRADA CDC42BPA SMURF2 PARP3 PARP4 SMURF1 PARP1 PARP2 CDC42BPB LDLR NUAK2 TSG101 UBE2G1 UBE2G2 CUZD1 EIF2A PMVK YBX2 MMP24 LNPEP MMP20 EEF2K MRPL3 APCS MTERF LYN EIF1B CCT6A MMP15 MMP14 MMP13 TTF2 MMP12 MMP11 LRPAP1 INHBB INHBA EIF4A3 MMP10 CARD14 SIK2 PPEF2 EREG TRNAU1AP PPEF1 MTRF1 EIF4A2 MGEA5 IL12A TXK IL12B USP25 DOLPP1 FMOD NNAT MKNK2 ABI3 ABI2 MKNK1 ABI1 NECAB3 PET112 MTMR3 CCT6B SNRK MPDU1 MARS2 DAZL C2 USP33 MTMR7 PPP1R17 IL4 IL3 DAZ1 IL6 UPF1 IL5 IL9 ETF1 TRIM23 QPCT DUSP5 DUSP4 DUSP3 DUSP2 CSNK1D CSNK1E GSK3B WHSC1L1 ARAF DUSP9 LRP2 DUSP8 DUSP6 PRPF4B IL18 IDE HBS1L CXCL12 TGFB1 IL10 FNTB FNTA CSNK2A1 ATG7 TDGF1 DNAJC7 FBXO22 SAMD4A EBI3 DNAJC1 BCL10 IL29 MYO3A PTPRN2 IL27 IL20 EP300 RNF139 TESK2 STMN1 FBXO11 PHKA2 CCL2 UBE2V1 UBE2V2 ST8SIA3 ST8SIA2 MAPKAPK2 RABGGTA TTC1 FBXW7 PTK6 DNAJA1 FBXW2 AIMP1 DNAJA3 SDF2 EHMT1 MOB1B ICMT FURIN ATG3 NMT2 ATF6 IKBKE NMT1 ST8SIA4 DYRK1B DYRK1A DNAJB2 ABL1 ABL2 DNAJB6 HDAC6 PREX1 PINK1 CASP5 CASP6 WARS CASP3 PRMT1 MAZ CASP4 PRMT2 PRMT7 PKN3 PRMT8 CASP7 PRMT5 CASP8 CASP1 NRG1 MAN2B1 CASP2 ARL2 PPP2R1A PKN2 TBCE PKN1 NEK11 TBCA TBCD TBCC DDB2 ERN1 ERN2 AGER MAPRE1 UBB TM4SF4 TM4SF5 PPP2R2A FKBP9 HS3ST5 FKBP6 FKBP5 FKBP4 BRSK2 BRSK1 STUB1 PAIP2B PRSS2 PRSS3 KDM4A DCLK1 OLR1 CEBPG CBL RAF1 XPNPEP1 NCSTN ICK MMP23B ELANE DZIP3 AURKC AURKA CCT3 PRKG2 SLC35A1 PRKG1 PRKX PRKY WWP2 EIF1AX WNK4 WWP1 ERAP1 PSENEN ANAPC2 GTPBP4 BCR ANAPC5 CD3E ANAPC4 WNK1 CDK12 UBR3 WNK3 WNK2 PPARGC1A GLCE ERP44 CD37 CAMK4 UBR5 FBXL4 CAMK1 AMFR FBXL6 KAT2A NEK4 EXT1 NEK6 FBXL2 TPST1 TPST2 FARS2 KEL STK17B MME STK17A EPHB2 VRK1 ACE VRK2 STX12 FBXO6 FBXO3 FBXO7 PLAT FBXO2 OXSR1 CCT7 EPHA5 CCT4 RPL18A EPHA8 SUPT16H GHSR ALG12 PLAU GRK1 COX11 ACVRL1 COX10 PTEN SENP7 ART1 ART3 PDPK1 CHST12 CHST11 CHST14 CHST13 COX18 COX15 CTBP1 PRG3 UFD1L APTX SIGIRR BLMH SENP1 MAP3K10 FARSB RPS4Y1 MAP3K13 CTDP1 MAP3K12 MAP3K11 SERP1 PREP PPP6C FUT9 FUT8 ATG12 FUT7 FUT6 FUT5 EDEM1 AZU1 STT3B CDK16 STT3A BCL3 FUT4 FUT1 PRKAA1 PEX13 PRKAA2 FUT2 CDK17 CD28 CSNK1A1 AGA FYB HCLS1 MSRB2 MSRB3 COG3 TP53RK COG7 CAPG PTCH1 PPP2R4 APBB1 COG2 MYOD1 MMP9 MMP8 MMP7 EIF5A SAE1 MMP3 TTN PRKCB MMP2 MMP1 AIP PRKACB KAT8 KAT6B KAT6A ENDOU CSNK1G2 PICK1 ERP29 NAPSA NAPSB CLPX DSP CSTA CSNK1G3 ERC1 PPP5C CELA3A SSH1 SSH2 KATNB1 ITGB2 NEDD8 LMAN1 KARS NAA10 EIF3C IRAK3 EIF3D EIF3A UBE2D3 UBE2D2 EIF3B EIF3G EIF3H EIF3E EIF3F LMTK2 EIF3I EIF3J UBE2D1 STK38L PGGT1B GAL3ST1 P4HB EEF1A1 MRPS24 BMX FOXP3 BRCA1 EIF4B PPIH ULK1 PPIA EIF4H GLMN SPCS1 PHEX UBE2E2 IL22RA2 UBE2E1 SEPX1 METAP1 METAP2 PRKAG1 ANG MKKS TNIP1 CHUK VCPIP1 IRAK2 UBE2A PRKCI CHST3 PRKCH UBE2I CHST4 PRKCG CHST5 UBE2H MRPS7 UBE2C PRKCE ALK UBE2B PRKCD PRKD1 UBE2N TYK2 EVPL CD80 CHST7 UBE2K CHST9 CD81 CHST8 MDM2 GHRL DHPS MDM4 PRKD3 PRKCZ MBL2 FRK PPP4R2 UBE3A HAT1 PRKDC TNFRSF8 UBE3C TRIB2 TRIB1 ERCC8 MAP3K3 CDK11A MAP3K2 CDK11B TGM3 HS6ST1 CAMK2B SCG5 TGM5 YES1 CAMK2A APC SCO1 UBE4A METAP1D UBE4B SIRT4 SIRT5 SIRT6 PARK2 SIRT1 SIRT2 SIRT3 TMEM48 PRLR MAPK8IP2 IRF4 BMPR1B IGFBP3 POFUT1 BMPR1A RPL18 RPL19 RPL14 RPL13 PGC RP2 LTBP4 RPL15 TLK1 RPL11 TLK2 MAP2K6 PTPRJ YARS PTPRM ROCK1 ROCK2 KIAA1804 PTPRH PTPRR EIF2S3 PTPRT PTPRU PTPRO KAT5 ST13 ADAMTS9 RPS19 RPS17 ST14 UBL4A RPS12 RPS10 RPS11 SURF1 WFDC2 ADAMTS5 ADAMTS4 GGCX ERBB3 ERBB2 PPT1 MTIF2 MTIF3 CDC42EP2 RPS27 TNKS CDC42EP5 MGAT4B MGAT4A NPLOC4 PHB TGFBR1 NIM1 RPS9 PCNP RPS5 UBA3 C9orf3 PAPPA2 TNK1 TNK2 SGSH DPP3 LIMA1 SEPHS1 PDIA2 PDIA6 PDIA5 LATS1 LATS2 CFHR1 MSRA POMGNT1 NOD1 NUBP1 MAPT CETP CLN3 CSGALNACT2 SRPK2 ARHGEF2 PEPD NDUFA13 SRPK1 NCK2 MAST1 CCND1 MAST2 RPL41 CCND3 CCND2 NCK1 NUP205 PFDN4 RPL3L CAND1 RUVBL2 TMSB4Y NSD1 CLN6 TUFM NACA GPAA1 RPL35 RPL37 RPL38 RPL39 PCSK2 PCSK1 RPL30 NAGPA PTK2B RPL31 PPP2CA RPL34 PITRM1 PPP2CB PCSK9 PCSK6 HGFAC PCSK5 RASA1 RPL26 TNP1 RPL24 TMPRSS6 CAPN3 RPL28 SELS NAE1 RPL29 RPS6KA5 CCL11 RPS6KA4 NAA15 LARGE RPL22 RPL21 HSPA4L NLRP12 DPM1 DPM2 DPM3 SIK1 STK38 ZAK ATP6AP2 STK36 BTRC EIF5 TNFSF15 RPS6KB2 TSPAN7 TSPAN8 MIPEP APOA4 APOA2 APOA1 DDX25 B3GALNT1 ST3GAL6 RPN1 CPA2 CPA3 EIF1 RPN2 CPA1 INSR MATK EGFR RET TWF1 TAZ HDAC10 HDAC11 SMARCE1 HSPB1 UBA52 STK16 PAM EID2 ACHE FGR STK11 STK10 ANLN TIMP1 ECE2 UGGT1 RPL7 RPL6 RPL9 RPL8 RPL3 RPL5 HSPE1 DYRK3 RPL4 TRAF7 DYRK2 RPL7A STK19 ANGPTL3 TRAF6 B4GALT7 LIPT1 NR4A3 AIPL1 TAF1 SMG1 RPL23A GLYCTK HSPBP1 LCN1 PLK4 PLK3 TSC1 VCP CDKN2AIP MERTK CPB2 ASPRV1 CORIN NDST1 ALG1 ALG2 UCHL1 PRDX4 PEX6 ALG5 DPH1 ALG6 DPH3 RPS2 ALG8 FES RPS3 NDUFS7 NDUFS5 NDUFS4 ALAS2 CLCF1 RPS3A NDUFS8 NPC1L1 LOXL2 LOXL1 IP6K3 SGK1 MAN1A2 SGK3 LIMK1 CDK9 MID1IP1 PADI4 HMGA1 PPM1G ADRB2 PPM1D ATG4D ATG4C CHRM3 ATG4B ATG4A CHRM1 LCK CDK2AP1 PPM1M CARM1 ACVR1 GALNT2 GALNT1 APH1A GALNT7 GALNT6 ADAMTS13 APH1B NFYC PPM1B NGLY1 IGF1R A1CF REN TOR1A A4GNT RNF144B NF2 PDF VHL ASMT HCK ANXA1 MAN1C1 TSSK1A TSFM JAK2 JAK3 MBTPS1 EIF2C1 MRPL41 B3GALT5 B3GALT4 PTPN22 RNF217 PTPN21 SHH HTRA2 PLOD2 COL4A3BP PLOD3 TRAK1 HRSP12 CFD EIF2B2 EIF2B3 EIF2B4 EIF2B5 MRPL52 MRPL51 CSGALNACT1 AARS PIM1 PIM2 BOLL UHRF2 HUWE1 RARS TBRG1 SRP72 HS3ST3B1 GCNT4 GCNT3 IGF2BP2 STRADB PXK PIN4 UHMK1 PXN MRPL55 ZMPSTE24 AGRN GCNT1 GAD1 BMP4 LCMT1 BMP1 PTPN18 CREBBP SMAD4 PTPN14 SMAD3 CDC23 PTPN13 CDC20 ABCG1 PTPN12 ADPRH CBLC AHSA1 ABCF1 GYPC SPG7 KIAA0368 WASF3 COPS5 FASTK WASF1 CCNT1 CAMKK2 BAG5 BAG4 ZFYVE9 BAG2 SIK3 ADAM10 ASTL PSEN1 PSEN2 SIAH1 SIAH2 PMPCA USP7 SHFM1 NFS1 RPL27A SUFU MRPL10 SUMO1 SET LECT1 SQSTM1 SEPSECS CHM PCMT1 QSOX1 PTPRZ1 RRBP1 MEX3B STAT1 EIF2B1 MIS12 MRPL23 PSMD14 MAPK12 MAPK15 RBM14 LOR TUSC3 TLR1 TLR3 UBQLN3 TLR4 TLR6 TLR7 TLR8 IL31RA TLR9 DMPK SEP15 LOX SPN DARS FUT10 SOCS1 CDKL3 STK4 TRAT1 CDKL5 STK3 TPTE MAP4K3 ADRM1 MAP4K4 MAP4K5 CDKL1 RIPK3 RIPK4 PGCP KALRN DERL2 FZR1 SYVN1 PPME1 DERL1 ITLN1 MAP4K2 MAP4K1 ANAPC10 ANAPC11 SRC B3GNT5 CTRC PTPLA SFTPD RNF11 CLASP1 ERO1L IVL RNF14 SRGN CTRL PTPN7 PTPN6 PTPN9 PTPN3 PTPN2 UST PTPN5 PTPN4 CD276 PSMC5 PSMC4 AKTIP MYLK D2HGDH HPS4 TIMM50 AKT1 ACVR1B PIGK PAK2 PIGF TPP1 NAA16 HPSE GSN PIGG POMT1 PIGH TPP2 PIGB PIGC PAK1 CSK LTB AKT3 AKT2 PIGA CTSZ PIGZ CCDC88A HSP90AA1 PIGY CCDC88C PIGV PIGU PIGT MINK1 PIGS CTSS INHA DAPK2 DAPK3 PIGO DAPK1 EIF4G2 MAGT1 EIF4G3 CTSK SBF1 TPPP HIPK3 CTSO CTSB CTSH CTSG CTSF ING5 ING4 SCARF1 GLRX2 CPZ SPRR2C KRT7 KRT1 PTPRB PTPRC ERG PTPRD LIPA PTPRE LTK B3GALT2 ISOC2 CENPJ GSG2 GMFB L2HGDH SPRR1A GMFG SPRR1B KAT2B TSSK2 LIPC TSSK4 TSSK3 LIPE TSSK6 F2R
LIPID_HOMEOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/LIPID_HOMEOSTASIS CAV1 ABCA2 ABCA1 ABCG1 APOA4 APOA2 NPC1 NPC2 APOA1 APOE LCAT PCSK9 CETP CD24 ANGPTL3 AKR1C1
RRNA_PROCESSING http://www.broadinstitute.org/gsea/msigdb/cards/RRNA_PROCESSING EXOSC7 NOP58 EXOSC2 EXOSC3 RRP9 NOP56 FBL DIS3 NHP2 DKC1 NOLC1 RPS14 POP4 NOP14 GEMIN4
XENOBIOTIC_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/XENOBIOTIC_METABOLIC_PROCESS CYP3A4 UGT1A6 UGT1A9 NR1I2 AS3MT UGT2B11 UGT2B4 UGT2B15 NQO1 UGT2B28 S100A12
ESTABLISHMENT_OF_VESICLE_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ESTABLISHMENT_OF_VESICLE_LOCALIZATION SNAP29 SEPT5 STX5 SHROOM2 AP1M2 NLGN1 LRMP TMED10 SNAP23 YKT6
HEME_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/HEME_BIOSYNTHETIC_PROCESS ALAD TSPO ALAS1 FECH ALAS2 COX10 CPOX PPOX NFE2L1 COX15
UNFOLDED_PROTEIN_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/UNFOLDED_PROTEIN_RESPONSE ATF6 DERL2 DERL1 VCP VAPB ERN1 AMFR DERL3 EIF2AK3 SELS
CELL_DIVISION http://www.broadinstitute.org/gsea/msigdb/cards/CELL_DIVISION SEPT5 SEPT4 PARD3 PRC1 DIAPH2 AURKC NUSAP1 BRCA2 BIRC5 ANLN MYH9 DCTN3 RACGAP1 TGFB2 RAB35 INCENP CNTROB SEPT6 SEPT7 RASA1 MYH10
RESPONSE_TO_ABIOTIC_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_ABIOTIC_STIMULUS XRCC4 RP1 AQP9 ZAK TACR1 COPS3 FGF16 MBIP NR2E3 HVCN1 AKT1 GPX1 MC1R CDKN2D ACOT11 TRPV4 EIF2B2 EIF2B3 EIF2B4 EIF2B5 REV1 FECH BRCC3 RELA TOPBP1 LIG4 GMPR CSDA XRRA1 GTF2H2 SAG PITPNM1 PNKP PPM1D RPAIN TIMELESS GRM6 DDB2 IL12A MAPK8 ATPIF1 IL12B NHEJ1 DYNLRB1 CLOCK GCLC POLA1 PML TAC1 CRNN OPN1SW BRSK1 ABCA4 GLRX2 SNN ERCC8 PDE6B ERCC5 ERCC6 NPFFR2 BCL3 ERO1L SERPINB13 ERCC3 ERCC4 IVL FEN1 ERCC2 UNC119 TRPC3 UBE4B NF1 SOD1 EIF2B1 ATM ACCN2 CCL11 POLD1 IKBIP PDC CIRBP CACNA1F SCARA3 SMC1A DNAJB4 ELANE OPN4 RHO GRK1
HOMEOSTASIS_OF_NUMBER_OF_CELLS http://www.broadinstitute.org/gsea/msigdb/cards/HOMEOSTASIS_OF_NUMBER_OF_CELLS BCL10 IL6 LYN MAFB HCLS1 LDB1 CEBPG SPI1 CDK6 FOXO3 SOD1 AKT1 ACVR1B ACVR2A INHBA ALAS2 RPS19 ETS1 DYRK3 ACIN1
REGULATED_SECRETORY_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATED_SECRETORY_PATHWAY SEPT5 RAB3A SYT1 KCNMB4 SNCAIP BAIAP3 NLGN1 SNAPIN RIMS1 GRM4 HRH3 SYN3 TMED10 CARTPT STEAP2
RNA_3END_PROCESSING http://www.broadinstitute.org/gsea/msigdb/cards/RNA_3END_PROCESSING TRNT1 NCBP1 CSTF3 CSTF2 GRSF1 PABPC1 CPSF3 CSTF1 CPSF1 SLBP
RESPONSE_TO_BIOTIC_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_BIOTIC_STIMULUS CHIA VAPB S100A7 PGLYRP1 TLR3 APOBEC3G TLR6 APOBEC3F TLR7 CXCL12 TLR8 IL10 ISG20 CFP NLRC4 PGLYRP4 PGLYRP2 PGLYRP3 IFNK DNAJC4 SPN BCL10 CRTAM IL29 HNRNPUL1 IFI44 HBXIP LILRB1 WFDC12 ERP44 CCDC130 HSPB7 HSPB1 HSPB3 AMFR EIF2AK3 LALBA DERL2 DERL1 FGR ITLN1 CCL8 DEFB127 HSPA1B CCL5 DERL3 CCL4 SERPINH1 BANF1 CHIT1 HSPA1L SLC11A1 IFNA7 IFNA4 PRKRA DNAJA1 HSPE1 HERPUD1 CREBZF C19orf2 S100A12 ATF6 VCP DNAJB2 DNAJB1 DNAJB4 DNAJB5 IL28RA DUOX2 BNIP3 NOS2 HSPH1 NOD2 NOD1 CXCR4 FOSL1 IFNGR2 IFNGR1 ABCE1 SPACA3 CAMP TP53 NLRP3 IFNAR1 IFNAR2 TARBP2 IL12A ERN1 IL12B TNF POLA1 IFNW1 RSAD2 IVNS1ABP AZU1 CCL22 HSPA2 BCL2 TOR1A DEFB118 HSPA6 TOR1B BCL3 CD24 PTPRC DEFB103A CCL19 STAB2 TRIM22 SELS CCL18 CD1D CCL11 STAB1 GSK3B IRF7 BNIP3L HSPA4L IFNA17 DMBT1
G_PROTEIN_SIGNALING_COUPLED_TO_CAMP_NUCLEOTIDE_SECOND_MESSENGER http://www.broadinstitute.org/gsea/msigdb/cards/G_PROTEIN_SIGNALING_COUPLED_TO_CAMP_NUCLEOTIDE_SECOND_MESSENGER MCHR1 ADORA3 ADCY7 WASF2 GABBR1 GABBR2 GHRHR EDNRA EDNRB GALR1 GALR3 GALR2 GLP2R PRKACB CAP1 PTGER4 PTHLH CRHR1 CRHR2 GRM4 CHRM5 GRM3 ADRB2 GRM2 ADRB1 GRM8 CHRM2 GHRH CCR3 GRM7 GIPR CCR2 GNAS GLP1R ACR CALCR AVPR2 DRD1 GNAI3 GNAI2 ADORA2B DRD2 OPRK1 DRD5 NPY2R FPR1 GCGR ADCYAP1 GPR3 CALCA ADRB3 ADRA2A CAP2 OPRL1 NF1 NPY1R RGS1 P2RY11 LTB4R2 ADRA1B MC4R GRK5 CORT ADRA1D
PROTEIN_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_SECRETION PPY ACHE ARFGAP3 CADM1 LTBP2 PDIA4 DPH3 ABCA1 PYDC1 CANX NLRC4 NOD2 APOA2 APOA1 ANG INS PYCARD SRGN DNAJC1 SCG2 SERGEF CRTAM CARD8 CIDEA ARFIP1 FOXP3 NLRP3 NLRP2 BACE2 NLRP12 GLMN ARL4D
PROTEIN_KINASE_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_KINASE_CASCADE RPL17 VAPA STAT5A STAT5B MAP3K7 MAP3K6 MAP3K5 MAP3K4 MYD88 MAP3K9 WNK4 CHRNA7 GNG3 MAP2K7 ADAM9 DBNL C5AR1 TNIK PIK3CB KIAA1804 WNK1 WNK3 CD40 WNK2 MARK1 MARK2 VOPP1 ATP2C1 F2 CCR2 MAPK9 MAPK8 PIAS1 NEK6 IRAK1BP1 TAB1 PTPLAD1 STK17B DUSP10 AKAP11 STK17A TAB2 ADRB3 DUSP16 MDFI TAOK2 LGALS1 MAP2K4 TAOK3 NDFIP1 DUSP22 NDFIP2 TPD52L1 OXSR1 ECM1 LGALS9 APOL3 NUP62 RGS3 RGS4 HGS SLC20A1 ZNF675 GJA1 DAXX PTEN LATS2 CAMKK2 CANT1 NOD2 NOD1 TICAM1 TICAM2 TGFA TMEM101 FGF2 SRPK2 LTBR LYN WLS FLNA SRPK1 CARD10 AMBP GRM4 PROK2 ZDHHC17 MAST1 SIK2 TNFRSF10B LAX1 ZDHHC13 RIPK1 GADD45G MAP3K10 IL12A EEF1D GADD45B MAP3K13 MAP3K12 MAP3K11 NMI C5 FPR1 MKNK2 TRIM13 TFG MKNK1 FKBP1A STAT4 SQSTM1 PLEKHG5 BCL3 CD24 CC2D1A CD27 PPP1R17 FYB HCLS1 NLK MAPK11 MAPK10 RICTOR SOD1 STAT1 BIRC2 STAT3 STAT2 RPS6KA5 DUSP4 RPS6KA4 DUSP2 MAPK13 EPGN FYN RPS6KA2 MAPK14 NLRP12 DUSP9 HTR2B DUSP8 DUSP6 NRTN SIK1 SLC44A2 ZAK STK38 ATP6AP2 TBK1 TSPAN6 TNFSF15 TNFSF14 FGF13 MBIP TLR6 IL31RA NLRC3 TMEM9B MDFIC MIER1 TDGF1 SPRED2 SPRED1 BUD31 S1PR2 GPR89A EDARADD BCL10 IL29 SOCS2 BST2 MADD GOLT1B SOCS3 RELA SOCS1 SOCS6 FADD STK4 STK3 IL20 MAP4K3 TRIM38 MAP4K4 MAP4K5 PLCE1 MIB2 CARTPT RIPK2 TNFAIP3 ERC1 PPP5C TRAF2 FGFR1 CCL2 FGFR3 ADORA2B LITAF BLK MAP4K2 MAP4K1 UBE2V1 MAPKAPK2 CXXC5 SRC ADRA2A OTUD7B ADRA2C TRAF7 EGF TRAF6 STK38L TRAF5 NR4A3 CFLAR CCM2 CARD8 CARD9 MALT1 TRADD TRAF3IP2 IKBKE TNFSF10 PLK2 IKBKG ADRA1B ADRA1A TRIP6 IL22RA2 PRKAG3 PRDX4 PINK1 FASLG MUL1 SHISA5 CLCF1 CXCR4 HMOX1 CASP8 RHOA RHOC SHC1 PAK1 CASP1 CHUK RHOH IRAK2 IRAK1 SGK2 PIGU MINK1 PKN1 DAPK2 DAPK3 ECT2 NEK11 IFNAR1 DAPK1 UBE2N IFNAR2 SH2D3C ADRB2 CRKL SH2D3A ITGB1BP1 HIPK2 CD81 GHRL MAVS PPM1A TNFRSF1A TMED4 MAP3K3 REL MAP3K2 SLC35B2 REN SCG2 STAMBP GPS1 SECTM1 NF2 NF1 EDA2R GSG2 GPS2 ICK MAPK8IP2 MAPK8IP3 MAPK8IP1 FAF1 TIAF1 F2R
PROTEIN_AMINO_ACID_LIPIDATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_AMINO_ACID_LIPIDATION AIPL1 PIGZ PIGY PIGV GPAA1 PIGU PIGT PIGS PIGO FNTB PIGK FNTA PIGF PIGG PIGH ATG7 DPM1 PIGB CHM DPM2 PIGC DPM3 PGGT1B PIGA
NEGATIVE_REGULATION_OF_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELL_DIFFERENTIATION IQCB1 ZNF675 PF4 ZBTB16 FOXO4 SHH CALCA NPHP3 USH2A TWIST2 IL4 BMP4 TBX3 MAFB DTX1 LDB1 NF1 CDK6 SOCS5 INHA GPR98 NOTCH2 INHBA NOTCH1 EREG NOTCH4 CARTPT CNTN4
MACROMOLECULE_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/MACROMOLECULE_LOCALIZATION RAB3GAP2 LTBP2 CADM1 MXI1 SSR1 RAE1 HOMER3 TRAK1 CEP290 TLK1 RPL11 KIF13B CRTAM CD3G VPS45 VANGL2 NOP58 OPTN MYH9 COLQ BACE2 F2 PEX26 BIN3 RTP3 RTP2 RTP4 NFKBIE RTP1 PPT1 AKAP10 STRADB CALR CDC37 UHMK1 CD74 INS DUSP16 SUPT7L SEC23IP TRAM1 MDFI NXF5 CIDEA SMAD3 ARFIP1 ABCG1 GGN TONSL STRADA CBLB TRPS1 LGTN RERE PDIA3 PDIA2 TIMM17A TIMM17B AP3S2 PDIA4 CANX GLI3 SEC62 NOD2 ZFYVE9 TAMM41 COX18 KDELR1 TOMM34 AP3B1 KDELR2 RPGR TP53 FLNA ZDHHC17 NUP205 TOMM20 TOMM22 NUP107 TMSB4Y ARL4D SHROOM2 SHROOM3 NUP214 NAGPA PEX19 SQSTM1 DDX19B PEX16 PEX14 BCL3 AP3D1 BCL6 PEX13 PEX12 CD24 PEX10 SYNRG APBA1 FYB SERGEF UPF2 UPF1 NLGN1 PPP1R10 BIRC5 SELS GABARAP COG3 YWHAH COG7 GSK3B RAB35 NLRP12 SSR2 BARD1 COG2 NCBP2 TSPO XPO6 AP1G1 LMAN2L TNFSF14 EIF5A MIPEP AGXT TGFB1 KLHL2 AIP NLRC4 APOA2 APOA1 DDX25 DNAJC1 CUTA EGFR NUP133 MCM3AP MYO6 STAP1 NUDT4 HNRNPA2B1 LRP1B ERP29 NUPL2 DDX39A RPAIN SNX9 ACHE ARFGAP3 DERL2 PPY DERL1 CTSA ABCA1 PYDC1 NPM1 ANGPTL3 SRGN CARD8 TAF3 SMG6 SMG5 CKAP5 SMG7 SMG1 SNAPIN ICMT REEP1 FOXP3 NFKBIL1 TRNT1 PPIH VCP TSC1 PTTG1IP GLMN TRIP6 XPO7 HPS4 PEX6 PEX3 DPH3 PEX7 AKT1 PEX1 ANG IPO5 ZFYVE16 NCKIPSD RANBP2 TPR KPNB1 KHDRBS1 TOPORS TIMM23 NLRP3 NLRP2 TIMM44 MFN2 ATG4D ATG4C ATG4B ATG4A ARCN1 CD81 KPNA6 KPNA5 KPNA4 KPNA3 KPNA2 KPNA1 AP1M2 TNF NUP160 CDH1 SEC63 CEP57 AP3M1 TAP2 PYCARD SCG5 APPBP2 ERCC3 TNPO1 AGFG1 SCG2 NF1 MAL CBY1 TMEM48 TRPC4AP FAF1 GGA1 F2R
SENSORY_PERCEPTION_OF_CHEMICAL_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/SENSORY_PERCEPTION_OF_CHEMICAL_STIMULUS RTP3 CYB5R4 OR52A1 C5AR1 RTP4 TAS2R4 TAS2R5 OMP TAS2R3 UBR3 TAS1R3 TAS1R1 OR1D2 TAS1R2 OR1D5 SLIT2 TAS2R16 TAS2R14 TAS2R43 GNAS
CELLULAR_RESPONSE_TO_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_RESPONSE_TO_STIMULUS SREBF1 NUAK2 FADS1 TP53 ASNS EIF2B1 PPP1R9B CHMP1A CDKN1A CDKN2B ALB GSK3B CARTPT PCSK9 EIF2B2 EIF2B3 EIF2AK3 EIF2B4 EIF2B5
MICROTUBULE_ORGANIZING_CENTER_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/MICROTUBULE_ORGANIZING_CENTER_ORGANIZATION_AND_BIOGENESIS BBS4 KIF11 CROCC CKAP5 CETN3 BRCA2 CETN1 CCP110 UXT SASS6 NDE1 CEP250 SAC3D1 NPM1 CNTROB TUBE1
G1_PHASE_OF_MITOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/G1_PHASE_OF_MITOTIC_CELL_CYCLE E2F1 TAF1 CDC6 TBRG4 CDC23 CDK6 CDC25C FOXO4 CDK2 CDKN1C GFI1B CDK10 MAP3K11
GLYCOSPHINGOLIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLYCOSPHINGOLIPID_METABOLIC_PROCESS CLN3 ST6GALNAC6 GLA LARGE PSAP ST8SIA5 UGCG ST8SIA1 ST8SIA3 NEU3 B4GALNT1 CLN6
REGULATION_OF_TRANSCRIPTIONDNA_DEPENDENT http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSCRIPTIONDNA_DEPENDENT SLC2A4RG XRCC6 HOXD13 RORB MED23 REST MED21 ZNF254 MED20 CITED1 CITED2 EPC1 MED26 FOXF1 MED27 FOXF2 VPS4B PQBP1 ZNF396 PATZ1 IKBKAP ZNF45 PCBD2 RREB1 KDM5B RXRA ZHX1 ZHX2 MED12 MECP2 ZHX3 MED14 MED13 HNF4G NME2 ZNF238 HNF4A MED17 SMARCAL1 TGIF1 MYBBP1A ZNHIT3 TRAPPC2 ZNF76 CRTC1 VPS72 FOXH1 HEXIM2 HEXIM1 ZNF74 TCF4 VEZF1 TCF3 ARHGEF10L UTF1 TCF7 KLF12 MAP2K3 KLF10 KLF11 ESRRG C19orf2 TFCP2 MZF1 HNF1B ELF1 ELF2 HTATIP2 HNF1A ELF4 EZH2 SPI1 TP63 ZNF345 DAXX ZNF350 ZNF148 CREG1 ZNF146 BRD7 SPIB HSF4 MYC TAF1L BRD8 ATF7IP ZNF281 ZNF282 PTF1A TP53 NDUFA13 ZNF143 FOSB GTF2H1 ARHGEF11 MYCN MXD4 JMY CIAO1 INHBA ZNF136 PFDN5 RUVBL1 NSD1 CLOCK ZMYND11 ZNF274 CREM NUFIP1 ZNF367 ZNF35 ZNF177 ZNF174 LIMD1 SUPT4H1 FOXD3 MYF6 IL4 ZNF263 LMX1B MYF5 TRIM28 TRIM27 TNP1 ELAVL2 PHF12 TRIM22 TP73 RPS6KA5 ATRX ZNF157 MNAT1 TADA3 RPS6KA4 NAA15 RBAK FOXE1 TCEB3 TCEB1 PHF5A NR5A1 MMS19 TCEAL1 TGFB1 SMARCD2 MDFIC SMARCD3 SMARCD1 SCRT1 BCL10 ZNF593 HDAC10 ARID1A CSDA DDIT3 JUNB PA2G4 HIF1A TCFL5 SMARCE1 TFAP2B SMARCA5 MNX1 TFAP2A EDF1 TFAP2C SMARCA1 SMARCA2 EID1 HMGB1 HMGB2 CNBP LITAF UBE2V1 ABCA2 NR2C2 CXXC1 MEIS2 RPL6 SMARCB1 JUND SNF8 TEAD4 HELLS TFDP1 EPAS1 TAF8 BRIP1 NEUROG1 HDAC5 ATF6 HDAC4 ATF5 NRF1 ATF4 HDAC2 SMARCC1 DYRK1B ATF7 SMARCC2 PRKAR1A ABL1 HDAC8 E2F1 FOSL2 RSF1 ARID4A E2F6 DEK ZNF202 CTCF PAWR TMF1 PAX8 LRRFIP1 FOSL1 NFX1 ARID5B SLA2 ARID5A ESR2 CDK7 RB1 HMGA2 HMGA1 PRPF6 TARBP1 TARBP2 NCOA6 ZFPM2 JMJD1C CARM1 NFYC NFYB NFYA HIC1 TFAM ORC2 TSC22D3 CHD2 CHD1 NFATC2 NFATC3 CHD4 CHD3 NFATC1 VHL CEBPG CREB5 DBP ID4 FST HIRA SIN3A TRAK1 RARB SUPT5H TWIST2 PITX2 TWIST1 YY1 TAF6L PPARGC1B UHRF1 MTF1 PRDM1 KAT2A AFAP1L2 CALR PLAGL1 DRAP1 HTATSF1 MAML3 BCOR NKX2-5 TCF25 MDFI HMGB1P10 BMP2 KLF7 IKZF3 KLF9 SUB1 MAML1 MAML2 CREBBP SMAD4 RYBP SMAD3 SMAD2 UBP1 NOTCH2 RNF4 NOTCH4 JAZF1 TCF19 RBPJ TCF12 ZFHX3 KLF4 TCF15 BMP6 ZBTB32 PPARD TBX22 TBX21 PPARG ZEB1 NFKB2 HSBP1 GLI2 GLI1 ZBTB38 KCNIP3 BLZF1 GFI1B NR2F2 TBX10 ZNF354A CCNH RBBP8 SCAP MED6 CTNNBIP1 MED7 CHMP1A RIPPLY1 SRCAP TBX19 MED1 POLR2L POLR2K EHF ZBTB16 SUFU MRPL12 SQSTM1 NR1D2 GATAD2A PEX14 BCL6 MLLT6 POLR3G TBX3 TBX2 TBX5 HCLS1 ILF3 POLR3C SNAI2 STAT3 SOD2 STAT2 PREB ILF2 UBTF NEUROD2 PHF21A PBX1 RBM14 PBX3 CIR1 PBX4 HNRNPAB MYOD1 CRABP2 FOXO1 FOXO3 FOXO4 GATA1 HOXC6 GATA6 HOXC5 GATA4 KAT7 GABPB2 MYO6 FOXN1 ZNF189 ARNTL NR0B2 NR0B1 ELL3 TRERF1 FOXN3 AHR TIAL1 TFAP4 ELK1 RUNX1 RNF14 SREBF1 NFE2 SAP18 SNW1 GSC2 FOXP3 BRCA1 SREBF2 GCM1 DNMT1 MAFA SOX21 POU6F2 NR6A1 FOXK2 BUD31 MEN1 FOS POU5F1 NAA16 POU4F2 SOX18 POU4F1 MKL2 ELP4 ELP3 ELP2 NANOG SP100 LDB1 SOX12 UBN1 NRIP1 BPTF ZMIZ2 MDM2 MDM4 CUX1 ZFP161 GLIS3 ING4 SUPT3H TNF ING2 GLIS1 HCFC2 TCF7L2 TNFRSF1A NPAS2 POU2F3 GFI1 ERCC3 ENO1 ERCC2 ERF SOX30 SIRT4 SIRT5 CBY1 SIRT1 SP1 SP2 IRF7 DR1 SP3 THRAP3 IRF8 SP4 IRF2 CRK
INTERACTION_WITH_HOST http://www.broadinstitute.org/gsea/msigdb/cards/INTERACTION_WITH_HOST HS3ST6 C9 HS3ST5 DERL1 VAPB SMAD3 RRAGA TGFB1 CLEC4M TARBP2 WWP2 ALB WWP1 CD209 CD81 ACE2 ITCH
REGULATION_OF_RHO_GTPASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_RHO_GTPASE_ACTIVITY ALS2 FGD2 FGD1 TSC1 RALBP1 ARHGAP27 ARAP1 FGD5 FGD6 FGD4
MRNA_PROCESSING_GO_0006397 http://www.broadinstitute.org/gsea/msigdb/cards/MRNA_PROCESSING_GO_0006397 NCBP1 RNMT CRNKL1 CWC15 SNRPD1 SNRPD2 SMNDC1 RNGTT NONO SRSF6 SRSF7 SRSF4 SRSF5 DHX38 SFSWAP SRSF9 LSM5 LSM3 DDX20 LSM1 KHDRBS1 PRPF31 SRPK2 EFTUD2 PTBP1 SF1 SRSF1 HNRNPR PPARGC1A SRPK1 SRSF2 DDX39A KHSRP CPSF6 SLU7 CPSF3 GEMIN2 CPSF1 SRSF10 TRA2A KIN SF3B3 CDK11A CDK11B USP39 NUDT21 DHX15 TRA2B GEMIN8 PABPC1 SCAF11 GEMIN6 GEMIN7 SRSF11 GEMIN5 SPOP CSTF3 CSTF2 CELF1 GRSF1 SNW1 SF3A2 PRPF18 ELAVL4 SF3A1 HNRNPA0 SF3A3 SLBP SFPQ SRSF12 PHF5A CSTF1 TXNL4A
MACROMOLECULE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/MACROMOLECULE_BIOSYNTHETIC_PROCESS RPL18 MRPL41 RPL19 EIF2C1 B3GALT6 RPL14 B3GALT5 RPL13 B3GALT4 RPL15 EIF1AX TRAK1 HRSP12 RPL11 OGT EIF2B2 EIF2B3 EIF2B4 EIF2B5 MRPL52 YARS MRPL51 CSGALNACT1 AARS EIF2S3 PPARGC1A BOLL SARS2 GLCE CD37 EIF2AK1 RPS19 RPS17 HAS1 RARS BACE2 RPS12 RPS10 RPS11 EXT1 EXT2 EIF2AK3 EIF2AK4 HS3ST3B1 LALBA GCNT4 GCNT3 GCNT2 KEL FARS2 PFKFB1 PABPC4 IGF2BP2 MTIF2 MTIF3 RPS27 IL17A IL17F MRPL55 GYS2 GCNT1 MGAT4B MGAT4A UAP1 PAIP2 PAIP1 RPS9 RPS5 MOGS RPL18A GHSR CHST15 ALG12 ABCF1 GYPC COPS5 LDLR EIF2A ACN9 YBX2 POMGNT1 NOD1 XYLT1 CHST12 CHST11 EEF2K CHST13 CSGALNACT2 MRPL3 PRG3 NDUFA13 EIF1B SIGIRR INHBB INHBA EIF4A3 MAST2 RPL41 EREG TRNAU1AP EIF4A2 MTRF1 FARSB RPL3L RPS4Y1 IL12B DOLPP1 SERP1 TUFM NACA FUT9 FUT8 FUT7 FUT6 FUT5 GPAA1 UGDH RPL27A RPL35 RPL37 RPL38 RPL39 NECAB3 STT3B AZU1 PET112 MRPL10 RPL30 STT3A RPL31 RPL34 MPDU1 SEPSECS CHM BCL3 MARS2 FUT4 FUT1 DAZL TSTA3 FUT2 CD28 IL4 IL6 DAZ1 UPF1 RRBP1 IL9 RPL26 RPL24 ETF1 EIF2B1 RPL28 RPL29 COG3 MRPL23 COG7 LARGE RPL22 RPL21 DPM1 NLRP12 DPM2 DPM3 LRP2 APBB1 COG2 TUSC3 IL18 HBS1L TLR1 EIF5 TLR3 EIF5A TSPAN7 RPS6KB2 TSPAN8 TLR4 TLR6 TLR7 TLR8 IL10 TLR9 FNTB APOA2 FNTA APOA1 B3GALNT1 ATG7 DDX25 RPN1 EIF1 SAMD4A SPN NANP EBI3 BCL10 DARS IL29 IL27 FUT10 HSPB1 ST8SIA3 ST8SIA2 KARS EIF3C B3GNT8 EIF3D EIF3A EIF3B EIF3G RPL7 B3GNT5 RPL6 EIF3H EIF3E RPL9 EIF3F RPL8 RPL3 SFTPD AIMP1 EIF3I RPL5 RPL4 EIF3J RPL7A DYRK2 B4GALT7 GAL3ST1 PGGT1B SDF2 B4GALT1 EEF1A1 AIPL1 MRPS24 CD276 RPL23A FOXP3 FURIN B3GAT2 EIF4B ATF4 TSC1 EIF4H ST8SIA4 SLC25A10 GLMN METAP1 NDST1 ALG1 ALG2 ALG5 DPH1 ALG6 RPS2 ALG8 RPS3 PIGK WARS ALAS2 PIGF PIGG RPS3A POMT1 PIGH PIGB PIGC LTB TNIP1 PIGA PIGZ MAN1A2 PIGY PIGV PIGU PIGT CHST3 PIGS MRPS7 INHA ALK PMM2 PIGO EIF4G2 MAGT1 EIF4G3 CHST7 CHST6 CHST9 CHST8 GHRL DHPS TM4SF4 TM4SF5 GALNT2 GALNT1 HS3ST5 GALNT7 GALNT6 GALNT5 TNFRSF8 ARPP19 PAIP2B KRT7 HS6ST1 A4GNT PTPRC LIPA B3GALT2 GMDS CEBPG ASMT GYG2 MAN1C1 GCK TSFM IRF4 ELANE LIPC POFUT1
G_PROTEIN_SIGNALING_ADENYLATE_CYCLASE_ACTIVATING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/G_PROTEIN_SIGNALING_ADENYLATE_CYCLASE_ACTIVATING_PATHWAY CALCR ACR AVPR2 DRD1 ADORA3 ADCY7 ADORA2B DRD5 GHRHR GPR3 ADCYAP1 CALCA EDNRA ADRB3 CAP1 CAP2 CRHR1 PTHLH ADRB2 P2RY11 ADRB1 GHRH GIPR GNAS GLP1R
RESPONSE_TO_OTHER_ORGANISM http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_OTHER_ORGANISM CHIA S100A7 IL28RA DUOX2 PGLYRP1 BNIP3 TLR3 APOBEC3G TLR6 APOBEC3F CXCL12 TLR7 IL10 TLR8 ISG20 NOS2 CFP NLRC4 NOD2 NOD1 PGLYRP4 CXCR4 PGLYRP2 PGLYRP3 IFNK IFNGR2 FOSL1 IFNGR1 SPN BCL10 ABCE1 SPACA3 IL29 HNRNPUL1 CAMP IFI44 HBXIP IFNAR1 LILRB1 TARBP2 WFDC12 IFNAR2 CCDC130 IL12A LALBA TNF FGR ITLN1 POLA1 IFNW1 RSAD2 CCL8 DEFB127 CCL5 IVNS1ABP CCL4 BANF1 CHIT1 AZU1 SLC11A1 CCL22 IFNA7 BCL2 IFNA4 PRKRA DEFB118 BCL3 CD24 PTPRC CREBZF DEFB103A CCL19 C19orf2 STAB2 TRIM22 CD1D S100A12 CCL11 STAB1 IRF7 BNIP3L IFNA17 DMBT1
RNA_EXPORT_FROM_NUCLEUS http://www.broadinstitute.org/gsea/msigdb/cards/RNA_EXPORT_FROM_NUCLEUS KHDRBS1 NCBP2 NUP133 UPF2 UPF1 SMG6 NUDT4 NUP160 SMG5 NXF5 SMG7 SMG1 EIF5A DDX39A TSC1 RAE1 DDX19B DDX25 NUP107 AGFG1
LYSOSOMAL_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/LYSOSOMAL_TRANSPORT ARSB ADRB2 NAGPA NPC1 AP3M1 ZFYVE16 LYST USE1 RHOB M6PR
MACROMOLECULE_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/MACROMOLECULE_CATABOLIC_PROCESS GNPDA1 BTRC HNRNPD PGD USE1 RNF217 RNASEH1 ISG20 CDKN2A MIOX CPA2 FBXO22 ANAPC2 MTOR ANAPC5 DFFA DFFB ANAPC4 CECR2 UBR3 RNASEH2A GNS PGLS UHRF2 UBR5 MGAM FBXL4 AMFR XRN2 ALDOA FZR1 DERL2 DERL1 SYVN1 PABPC4 PFKFB1 ALDOB ANAPC10 NEDD8 UBE2V2 PPT1 HSPA1B CHIT1 ARIH1 UBE2D3 UBE2D2 INS RNF11 UBE2D1 NTHL1 FBXO7 NPLOC4 SMG6 SMG5 GUSB SMG7 SMG1 CIDEA CDC23 TPD52L1 PCNP CDC20 UBE2L3 PSMC5 VCP POP1 HGS SMURF2 SMURF1 UBE2E1 KIAA0368 TSG101 UBE2G1 UBE2G2 BNIP3 AUH TREH ZFP36 ABCE1 SPACA3 UBE2A PFKL UFD1L AIFM1 CYCS UBE2I PRKCG UBE2H PFKM UBE2C HYAL4 UBE2B UBE2N UBE2K GAA ERN2 MDM2 SIAH1 UBB SIAH2 MDM4 UBE3A HK1 EGLN2 TKTL1 EDEM1 STUB1 ERCC5 SQSTM1 PRSS2 RNASET2 ECD ERCC3 USP33 ERCC4 ERCC1 ERCC2 RNF144B UPF2 FOXL2 RNASE2 UBE4A RNASE3 RNASE6 UBE4B PARK2 SOD1 SELS GAPDHS GBA3 GBA2 PSMD14 GSPT1 PPP1R8 BAX FAF1 PYGB
AMINE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINE_BIOSYNTHETIC_PROCESS BCAT1 ALDH18A1 PRG3 PAH CDO1 BBOX1 TGFB2 PYCR1 OAZ1 PLOD1 ASMTL ETNK1 SULT1A2 MAT2B SLC5A7
POSITIVE_REGULATION_OF_T_CELL_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_T_CELL_ACTIVATION IL4 PTPRC CD3E IL7 IL18 CD276 SOCS5 IL21 SART1 THY1 CD47 NCK2 SIRPG NCK1 LCK ZAP70 IL12B CD24 EBI3 ICOSLG CD28
NEUROLOGICAL_SYSTEM_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEUROLOGICAL_SYSTEM_PROCESS SYT1 RP1 UTS2 SYT5 RP2 PITPNA KIFC3 ATP2B2 HTR1B GRIN2B APOE CHRNA5 CHRNA4 CHRNA7 CHRNA6 HTR1D EIF2B2 CHRNA1 EIF2B4 HTR1F EIF2B5 CDH23 HTR1E OPA3 CLRN1 OPA1 C5AR1 CRYAA SCN2B KIF5A STRN4 KRT12 GRIN2A BSN UBR3 OR1D2 OR1D5 SAG PITPNM1 MAPK1 DOC2A COLQ TACSTD2 HTR7 HTR6 NPTN PMP22 IQCB1 RTP3 KCNMB3 KCNMB4 RTP4 CYP1B1 CALY SCN1B RBP3 PXK OTOR GPR143 RIMS1 MYO9A KCNMB1 KCNMB2 HCRTR2 HCRTR1 NPHP3 GAD2 SYPL1 IMPG1 MYO15A IMPG2 RLBP1 GAD1 HAP1 TECTA GNAT1 COL18A1 UNC119 GUCY2F NTF4 TRPC3 PCDH15 HOMER1 CRYZ KCNK3 GUCY2D TULP2 SFRP5 TULP1 NPY RAPSN CHRNB4 CHRNB3 QPRT RIT2 CHRNB1 CHRNE CRYM GRK1 OPRM1 GJA8 PPARD OR52A1 GLRA1 TAS2R4 TAS2R5 TRPV2 USH1G MYO7A TAS2R3 TAS1R3 TAS1R1 KCNIP1 TAS1R2 GJA3 DFNB31 CRYBB1 RDH8 TYR FXN NMUR1 NMUR2 COL11A1 CRYBB3 DNAJC19 USH2A SCN10A CRYBB2 PCDHB9 KCNMA1 RPGR GPR176 PRG3 PCDHB5 ZNF354A CCKBR PCDHB6 PCDHB3 NPBWR1 PCDHB4 NPBWR2 PI4KA PCDHB2 CDS1 GRM1 STX1B SLIT2 GPR98 RDH5 AMIGO1 GRM5 SLC26A4 PROK2 GRM4 GRM3 SLC26A5 GRM2 GRM8 GRM7 OTOF USH1C GNAS CRYBA1 CRYBA4 RAB3A SORD OPN1LW SHROOM4 OPRK1 PCDHB14 PCDHB13 HPRT1 PCDHB11 PCDHB10 GCH1 AMPH BEST1 PCDHB16 ARR3 CHM KCNE1 CD24 HTR3A HTR3B APBA1 DTNA DFNA5 OPRL1 OPN1MW NLGN1 GJB6 SOD1 GABARAP GJB2 ACCN1 YWHAG ACCN3 YWHAH CHML GRIA2 GRIA1 MYCBPAP ATP6V0A4 CTNS HTR2C OPN4 HTR2A OCLM SEPT5 KCNC4 SNCAIP SLC6A1 GRIK1 GABRB2 SLC6A2 GRIK2 WFS1 GRIK4 SLC6A4 CNP RPE65 RCVRN CNGB1 NR2E3 VIPR1 GDNF CNGB3 TGFB2 CRYGA CRYGD GALR3 GALR2 TIMM9 TGFBI NQO1 RGR LPAR3 COCH KCND2 MYO6 MYO3A BAIAP3 SIX3 VAX2 NTSR1 CNGA3 NTSR2 SIX6 CNGA1 TIMM8B GABRR2 CBLN1 GABRR1 AKAP5 CARTPT SRI DRD1 DIAPH1 DRD2 ADORA2A DRD4 KCNA1 OPN1SW ATP6V1B1 ABCA4 RABGGTB RABGGTA PDE6A PDE6B PDE6C PDE6D PRR4 NOVA1 AIPL1 MYO1A FSCN2 CPNE6 OMP EFEMP1 SNAPIN PDE6H PDE6G PDE7B MTNR1B CACNA1E WDR1 CACNA1F CORT SST RHO CACNA1B CYB5R4 POU6F2 RRH PAX6 GABBR2 PAX3 PAX2 MBP CRX KCNQ5 SLC1A2 KCNQ4 KCNQ3 SLC1A3 SLC1A6 DLG4 POU4F3 KCNQ2 TAAR5 KCNQ1 SLC1A1 NPFF RS1 RAX EYA3 EML2 EYA4 TAS2R16 ALDH7A1 DHRS3 EYA1 KIF1B TAS2R14 NRL GHRL CNTN4 UBB AOC2 OAT ALDH9A1 ROM1 ABLIM1 HCRT CPLX1 NDUFB9 NDP LUM TIMM10 AKAP9 CABP4 TIMM13 CALCA CD9 NPTX1 HRH3 SYN1 SYN3 SYN2 POU3F4 TAS2R43 GCHFR COL4A4 GUCA1A COL4A3 KLK8 PLP1 GLRB MPZ GUCA1C NF1 MAL RGS16 DBH VSX1 PRPH2 RDH12 ATXN3 RDH10 KCNN1 PNOC SLC6A5 KCNN3 ATXN7 CRH PDC SLC5A7 TBL1X CHRNA10
REGULATION_OF_CELL_SHAPE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_SHAPE FGD2 FGD1 TAOK2 MYH9 CDC42EP2 CDC42EP1 ARAP1 ARAP3 FGD5 CDC42EP4 FGD6 CDC42EP5 FGD4
EPIDERMAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/EPIDERMAL_GROWTH_FACTOR_RECEPTOR_SIGNALING_PATHWAY EGFR REPS2 GRB2 BCAR1 CBL AFAP1L2 RPS6KA5 EPS15 NCK2 CDH13 CBLC EPS8 ERBB2IP EREG EPGN TDGF1 GAB1 TGFA SHC1 EGF SHC3 GRB7
AMINO_ACID_DERIVATIVE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINO_ACID_DERIVATIVE_BIOSYNTHETIC_PROCESS OAZ1 PRG3 GATM ASMTL ETNK1 GAMT SLC5A7 CDO1 BBOX1 TGFB2
STEROID_HORMONE_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/STEROID_HORMONE_RECEPTOR_SIGNALING_PATHWAY MED12 MED24 IGF1 MED14 ARID1A MED13 ESR2 RBFOX2 DAXX CALCOCO1 PPARGC1B MED4 MED30 YWHAH MED16 MED17 UBR5 THRAP3 DDX54 MED1
CELLULAR_RESPONSE_TO_EXTRACELLULAR_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_RESPONSE_TO_EXTRACELLULAR_STIMULUS SREBF1 PPP1R9B CHMP1A CDKN1A CDKN2B NUAK2 ALB FADS1 TP53 PCSK9 CARTPT ASNS
POSITIVE_REGULATION_OF_PROTEIN_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_PROTEIN_SECRETION CRTAM ACHE CARD8 NOD2 CADM1 INS ANG PYCARD GLMN PYDC1 NLRP3 NLRP2
REGULATION_OF_MITOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MITOTIC_CELL_CYCLE CDC6 SIK1 SPHK1 SMAD3 AFAP1L2 ASNS BIRC5 RCC1 CDC25C CDK2 TGFB1 CHMP1A CDKN2A TMEM8B BTG3 CDC123 MYO16 FBXO5 FOXC1 CDK10 APBB2 APBB1 DLG1
RIBONUCLEOTIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/RIBONUCLEOTIDE_METABOLIC_PROCESS CMPK1 ADSS CTPS FIGNL1 NUDT5 C16orf7 OLA1 ACLY AK5 AMPD3 UMPS ADK ENTPD4 CTNS GUK1 NDUFS1
BIOPOLYMER_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/BIOPOLYMER_MODIFICATION PPP2R5C MYLIP BTK MAP3K6 ISG15 MAP3K9 ILK MAP3K8 TLK1 TLK2 OGT MAP2K6 PTPRJ IKBKAP MCRS1 PTPRM BRAF ROCK1 ROCK2 KIAA1804 PTPRH PTPRR PTPRT PTPRU KAT5 PTPRO MARK4 MARK1 MARK2 PPP1CA EIF2AK1 MAPK6 BACE2 MAPK4 F2 MAPK3 UBL4A MAPK8 EIF2AK3 EIF2AK4 GGCX PPP2R3B PPP2R3A ERBB3 ERBB2 DUSP10 DUSP12 IL17A DUSP13 NAA50 TNKS DNMT3B MGAT4B DNMT3A MGAT4A TGFBR1 PHB EPM2A NIM1 TAOK3 DUSP22 PCNP MOGS CDC42BPG STRADA UBA3 CDC42BPA TNK1 PARP3 SMURF1 PARP4 TNK2 PARP1 PARP2 CDC42BPB SEPHS1 LDLR NUAK2 TSG101 CUZD1 PMVK LATS1 LATS2 POMGNT1 MSRA ATF7IP SRPK2 LYN MMP15 SRPK1 CCND1 MAST1 CARD14 MAST2 SIK2 CCND3 PPEF2 CCND2 PPEF1 IL12A CAND1 TXK USP25 DOLPP1 NSD1 NNAT GPAA1 MKNK2 ABI3 MKNK1 ABI2 ABI1 MTMR3 NAGPA SNRK PTK2B PPP2CA MPDU1 PPP2CB PCSK9 MTMR7 USP33 PCSK5 PPP1R17 IL3 IL5 TRIM23 NAE1 QPCT RPS6KA5 CCL11 ATRX DUSP5 DUSP4 DUSP3 RPS6KA4 DUSP2 NAA15 LARGE CSNK1D CSNK1E GSK3B WHSC1L1 ARAF DPM1 NLRP12 DPM2 DPM3 DUSP9 LRP2 DUSP8 DUSP6 SIK1 PRPF4B ZAK STK38 STK36 TSPAN7 TSPAN8 MIPEP TGFB1 FNTB FNTA CSNK2A1 B3GALNT1 ATG7 ST3GAL6 TDGF1 RPN1 RPN2 INSR FBXO22 MATK EGFR BCL10 TWF1 RET IL29 MYO3A PTPRN2 HDAC10 HDAC11 IL20 EP300 RNF139 TESK2 UBA52 FBXO11 PHKA2 STK16 PAM CCL2 FGR STK11 STK10 UBE2V1 ST8SIA3 UBE2V2 ST8SIA2 MAPKAPK2 PNP RABGGTA ECE2 FBXW7 METTL1 PTK6 FBXW2 DYRK3 TRAF7 DYRK2 TRAF6 STK19 LIPT1 B4GALT7 HELLS SDF2 NR4A3 TAF1 AIPL1 EHMT1 MOB1B SMG1 ICMT ATG3 FURIN GLYCTK NMT2 IKBKE NMT1 PLK4 PLK3 TSC1 ST8SIA4 DYRK1B DYRK1A ABL1 MERTK ABL2 HDAC6 ALG1 ALG2 UCHL1 PRDX4 PINK1 ALG5 ALG6 DPH3 FES ALG8 PRMT1 NDUFS4 PRMT2 PRMT7 PKN3 PRMT8 CLCF1 PRMT5 LOXL2 MAN2B1 LOXL1 IP6K3 PPP2R1A SGK1 MAN1A2 SGK3 LIMK1 PKN2 CDK9 PKN1 PADI4 NEK11 PPM1G PPM1D CHRM3 CHRM1 LCK ERN1 DDB2 CDK2AP1 ERN2 UBB AGER PPM1M CARM1 TM4SF4 PPP2R2A TM4SF5 ACVR1 GALNT2 GALNT1 HS3ST5 GALNT7 APH1A ADAMTS13 GALNT6 APH1B BRSK2 PPM1B BRSK1 STUB1 IGF1R PRSS3 A4GNT NSUN2 DCLK1 KDM4A RNF144B NF2 PDF VHL HCK CBL ANXA1 RAF1 MAN1C1 NCSTN ICK TSSK1A JAK2 JAK3 DZIP3 B3GALT5 B3GALT4 AURKC PTPN22 RNF217 PTPN21 AURKA PRKG2 PRKG1 SLC35A1 PRKX PRKY PLOD2 WWP2 WWP1 WNK4 COL4A3BP PLOD3 TRAK1 PSENEN GTPBP4 BCR PIM1 WNK1 CDK12 WNK3 WNK2 PIM2 PPARGC1A CD37 UHRF2 CAMK4 HUWE1 CAMK1 SRP72 AMFR NEK4 KAT2A NEK6 FBXL2 TPST1 GCNT4 TPST2 GCNT3 KEL STK17B STRADB PXK STK17A UHMK1 EPHB2 VRK1 VRK2 GAD1 GCNT1 BMP4 PLAT LCMT1 PTPN18 FBXO2 CREBBP PTPN14 PTPN13 OXSR1 PTPN12 ADPRH EPHA5 CBLC EPHA8 ALG12 ADAR GRK1 GYPC ACVRL1 FASTK CCNT1 DMAP1 PTEN ART1 SENP7 CAMKK2 ART3 PARN PDPK1 SIK3 CTBP1 ADAM10 PSEN1 PSEN2 MAP3K10 MAP3K13 CTDP1 MAP3K12 SERP1 MAP3K11 USP7 PPP6C FUT9 FUT8 ATG12 FUT7 FUT6 FUT5 NFS1 STT3B CDK16 SUMO1 SET STT3A CHM THG1L GATAD2A FUT4 PCMT1 FUT1 PRKAA1 PRKAA2 FUT2 QSOX1 CDK17 FYB AGA CSNK1A1 PTPRZ1 HCLS1 MEX3B STAT1 TP53RK COG3 MAPK12 COG7 MAPK15 PTCH1 PPP2R4 RBM14 COG2 LOR MYOD1 TUSC3 UBQLN3 SAE1 APOBEC3G PRKCB TTN APOBEC3F IL31RA DMPK PRKACB LOX KAT8 KAT6B KAT6A CSNK1G2 PICK1 FUT10 SOCS1 CDKL3 STK4 CDKL5 STK3 TPTE MAP4K3 MAP4K4 MAP4K5 CDKL1 RIPK3 DSP RIPK4 CSNK1G3 CSTA ERC1 KALRN PPP5C PPME1 SSH1 ITLN1 SSH2 MAP4K2 MAP4K1 ITGB2 NEDD8 ANAPC11 NAA10 IRAK3 NHP2 B3GNT5 PTPLA LMTK2 RNF11 ERO1L UBE2D1 IVL STK38L PGGT1B GAL3ST1 RNF14 PTPN7 PTPN6 P4HB PTPN9 PTPN3 PTPN2 PTPN5 UST PTPN4 BMX SSB BRCA1 AKTIP ULK1 DNMT1 PHEX UBE2E2 MYLK UBE2E1 IL22RA2 METAP1 METAP2 PRKAG1 TIMM50 AKT1 FOS ACVR1B PIGK PAK2 PIGF PIGG NAA16 PIGH POMT1 PIGB PIGC PAK1 CSK CHUK AKT3 AKT2 VCPIP1 PIGA IRAK2 CCDC88A PIGZ PIGY CCDC88C PIGV PRKCI PIGU PIGT PRKCH MINK1 CHST4 PIGS PRKCG CHST5 PRKCE DAPK2 ALK UBE2C DAPK3 PRKCD PIGO DAPK1 TYK2 PRKD1 UBE2N MAGT1 EVPL CD80 SBF1 HIPK3 CD81 MDM2 PRKD3 ING5 ING4 PRKCZ FRK PPP4R2 PRKDC HAT1 UBE3C TRIB2 TRIB1 GLRX2 ERCC8 MAP3K3 CDK11A MAP3K2 CDK11B TGM3 CAMK2B SCG5 TGM5 YES1 CAMK2A PTPRB PTPRC ERG PTPRD LIPA LTK PTPRE B3GALT2 METAP1D UBE4B SIRT4 SIRT5 SIRT6 PARK2 SIRT1 GSG2 SIRT2 SIRT3 GMFB SPRR1A GMFG SPRR1B KAT2B TSSK2 TSSK4 LIPC BMPR1B IGFBP3 TSSK3 POFUT1 LIPE TSSK6 BMPR1A F2R
TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/TRANSPORT USE1 ITSN1 RAE1 VPS4B VPS4A KIF5B SCN2B KIF5A PDPN VPS45 SCN2A MYH7 MYH6 MYH9 GLTP NPC1 NPC2 RYR3 F2 RYR1 MYBBP1A GC ORAI1 KIF4A SCN1B NFKBIE MTX2 RER1 ARF6 CACNB3 CACNB4 BCL2L1 ARFGEF2 ARFGEF1 SLC29A1 PEA15 SLC29A2 INS DUSP16 CKLF RAC1 KIF3B NXF5 ATP11B HBA2 VDAC2 VDAC3 VDAC1 GH1 TONSL STRADA LASP1 RERE KCNAB3 HTATIP2 LDLR SLC20A1 KCNAB1 SLC20A2 AP2S1 BNIP3 NMUR1 NMUR2 SLC22A4 ANP32A SLC22A3 SLC22A6 SLC22A5 KDELR1 SLC22A2 SLC22A1 KDELR2 AVP AR SLC22A7 PGAP1 SLC22A8 SLC3A2 TP53 PI4KB SLC3A1 CLIC1 ELMO1 LRPAP1 CLIC3 CLIC5 LRMP NUP107 SNAP29 AMPH SORBS1 DDX19B PKD2 EXOC5 SNAP23 SYNRG SNAP25 UPF2 SLC8A1 UPF1 STAB2 TRAPPC10 CDH13 STAB1 GSK3B RAB22A LRP8 LRP2 YKT6 LRP3 NCBP2 ATOX1 TGFB1 PACSIN3 MCM3AP STAP1 SLC33A1 BAIAP3 STIM2 STIM1 VAMP3 ABCA8 RAB7A CCL3 ADORA2A CCL8 ABCA2 ABCA1 CCL5 ABCA4 ABCA3 SLCO2A1 SCN9A ABCB8 CUBN MYO1E ICMT ABCB1 ABCB7 ABCB6 ABCB4 ATP7A P2RX1 PTTG1IP SLC13A4 ATP7B SLC1A4 SLC1A5 SLC1A2 SLC1A3 SLC1A6 SLC1A7 SCN7A SLC43A1 SLC1A1 SLC7A10 TIMM23 KIF1C KIF1A KIF1B EPN1 PKDREJ SRSF10 HRH3 SLC35B2 FCN2 SLC35B4 FCN1 CCS SCNN1G APPBP2 MFSD10 SCN5A SCNN1A SCNN1D CBL NOX1 SCRN1 GCK BAX SCN4B FAF1 SCN4A RAB3GAP2 SLC35A1 VPS33B SLC35A2 SLC35A3 RAB1A PICALM GBF1 APOE WNK4 LCAT APOF CEP290 RAB26 CD3G ABCB11 WNK1 C16orf7 VTI1B OPTN AP4M1 VTI1A ERP44 TMX1 KRT18 PPBP ATP2C1 PEX26 RAB14 RAB13 CHKA XK RABEPK MYO9B CALR RIMS1 CD74 AHSG SLC11A2 STX12 STX18 STX16 TMED10 SLC31A2 SLC31A1 HIP1 MDFI HNRNPA1 RABEP1 ATP2A3 ATP2A1 GOSR2 GOSR1 GHSR CLTCL1 CLCN4 ARSB GJA8 PPARA KCNJ15 ATP6V0E1 PPARD KCNJ10 KCNIP2 GJA4 KCNJ12 HVCN1 SLC26A2 GLI3 KCNJ11 SEC62 FXN GOLGA5 GOLGA4 COX17 SPACA3 STX1A RPGR SLC26A4 KCNA10 GRM4 SLC26A3 ZDHHC17 PTGDS RAB5A STEAP2 RAB3A BET1 AZU1 PEX19 FCGR1A BCL2 PEX16 BCL3 PEX14 BCL6 PEX13 CD24 PEX12 PEX10 APBA1 RAB2A FYB NLGN1 GJB1 GABARAP GJB2 SLC16A3 COG3 SLC16A2 SLC16A5 YWHAH SLC16A4 SLC16A7 COG7 SLC16A6 RAB35 SLC16A8 CD14 COG2 KIF20A SEPT5 SLC22A16 TSPO SNCAIP SLC22A13 SLC22A12 SLC22A14 EIF5A GDNF AIP GATA2 SLC16A1 SLC25A22 NUP133 PICK1 ERP29 TCN2 TCN1 RPAIN AKAP7 AKAP3 FXYD1 FXYD3 CAV1 SNX2 SNX1 SNX4 SNX3 LMAN1 FOLR3 FOLR2 ALB FOLR1 PLIN3 NPM1 ARL6IP5 SPTBN4 LIN7A SLC25A12 CORO1C SLC25A11 SLC25A14 PPIH SLC4A11 SLC25A13 SLC25A10 SPTBN2 SLC25A15 RSC1A1 SLC25A17 SLC5A1 SORL1 IPO5 ACTR1A YRDC RANBP2 TPR ZW10 RALBP1 PRKCI ARHGAP27 NLRP3 MFN2 GHRH SCIN ARCN1 TOM1 GHRL COPE CPLX2 CPLX1 TNF NUP160 SLC37A4 AKAP9 NPTX1 CEP57 TAP2 SCG5 NEFL SLC39A2 AGFG1 SLC39A1 GLRB MON2 ATXN1 SH3BP4 MAP1S HPX SLC18A2 TRPC4AP MAPK8IP3 SLC18A3 SLC18A1 MAPK8IP1 CSN2 LTBP2 MXI1 SSR1 KCNK7 KCNK6 KCNK5 TLK1 RPL11 CLCA2 OPA1 CLCA1 CLCA4 CRYAA CRYAB NOP58 COLEC12 ERGIC1 ERGIC2 ERGIC3 UXT RPS19 ZNF238 RTP3 RTP4 HFE PPT1 KCNJ2 KCNJ3 ATP6V0B KCNJ1 ATP6V0C ADRB3 ARAP3 SLC28A2 SEC23IP SLC28A1 KCNK1 TINAGL1 KCNK3 KCNK4 KCNJ5 KCNJ4 KCNJ6 TRPS1 CD209 SYTL4 SYTL2 SYTL1 KCNK17 KCNH1 MSR1 PDIA3 FAM3D GLRA1 FAM3B GLRA2 SYNJ1 AP3S2 COPB2 SLC23A1 AP1S1 SLC23A2 COPB1 TAMM41 TRPV5 CETP KCNG2 SCN10A STX6 CLN3 STX5 FLNA NUP205 SCN11A KCNH2 KCNH3 KCNH4 EEA1 NAGPA NUP214 KCNE1 KCNE2 PPP1R10 SELS PLN NLRP12 KCNF1 CTNS SSR2 DNM1 BARD1 KCNC1 SLC44A1 KCNC4 SLC44A2 KCNC3 XPO6 AP1G1 ATP6AP1 SLC7A8 TNFSF14 SLC7A9 MIPEP SLC7A4 SLC7A5 SLC7A6 SLC7A7 SLC2A8 APOA4 APOA2 SLC2A5 APOA1 SLC2A4 SLC2A3 SLC2A2 DDX25 SLC2A1 FLVCR1 KCND3 NUDT4 HNRNPA2B1 SLC34A1 SLC34A3 SLC34A2 DDX39A COPG2 SLC40A1 LRPPRC STX8 STX7 KCNA2 KCNA1 KCNA4 KCNA3 KCNA6 KCNA5 DOCK1 APOC3 DOPEY2 DOPEY1 HCN4 ANGPTL3 MRC1 HCN2 PRAF2 CACNA2D1 SMG6 SMG5 KCNB2 SMG7 SMG1 SNAPIN TRNT1 TSC1 VCP SLC7A2 TSC2 XPO7 TRIP6 CACNA1D MYH10 SEC24B PEX6 PEX3 PEX7 AKR1C4 PEX1 ZFYVE16 NPC1L1 RHOB AKR1C1 SEC23A TRPM3 SGK1 ATP6V1H M6PR TRPM2 ATP6V1F ADRB2 ATG4D ATG4C ATG4B ATG4A IGF2R SEC23B STON2 NUP98 STON1 AP1M2 CDH1 SEC63 SLCO1A2 AP3M1 SEC22A SEC22B SEC22C HBB TCIRG1 PLP2 PSAP NF1 CADPS SLCO1B3 SLCO1B1 SLC14A1 GGA1 SLC14A2 SYT1 PDLIM7 AQP9 AQP8 AQP5 AQP4 AQP7 AQP6 AQP1 ADORA1 AQP2 GOT2 HOOK2 BAK1 HOMER3 TRAK1 CHRNA7 KIF13B CLNS1A TRPA1 CLEC4M NNT RHCG TBRG1 KCNMB3 KCNMB4 STRADB CDC37 UHMK1 KCNMB1 KCNMB2 SERINC1 TRAM1 TRPC1 TRPC4 TRPC3 TRPC6 TRPC5 SMAD3 ARFIP1 ABCG1 ABCG2 CBLB NPY CHRNB4 SRSF12 BET1L LGTN CHRNB1 CLEC7A SLC46A1 ABCF2 SLC16A10 TIMM17A TIMM17B ASGR1 EDNRA ZFYVE9 AP3B2 SLC25A3 SLC25A1 TOMM34 AP3B1 DYNC1I1 SLC25A4 SLC25A5 RPH3AL LDLRAP1 ATP6V1C1 ANKRD27 CHMP1A TOMM20 TOMM22 SLC27A4 GULP1 SLC19A1 BEST1 SQSTM1 ABCD2 ABCD3 AP3D1 ABCD4 CHP CYTH1 CYTH2 CYTH3 ATP1A4 KCNV1 ABCC9 ATP6V1E1 ABCC3 HBQ1 ABCC1 ABCC2 ABCC8 ABCC5 ABCC6 NRBP1 SLC6A2 LMAN2L SLC6A3 SLC6A4 CSPG5 AGXT KLHL2 STARD3 SLC4A2 SLC4A1 SCAMP1 SCAMP3 SCAMP2 MYO6 LRP1B NUPL2 TRAT1 PKD2L1 TNNT2 LYST CARTPT KALRN MYL6 SRI SLC38A3 DERL2 DERL1 NAPG ITLN1 COPZ1 CTSA NAPA ENSA KCNS3 KCNS1 SFTPD SLC30A5 SCARB1 CKAP5 CPNE6 MALT1 UCP1 NFKBIL1 UCP3 UCP2 RHOT1 CPNE1 RHOT2 CPNE3 ASNA1 HPS4 TTPA AKT1 KCNQ4 KCNQ3 SLN CCT8L2 NECAP2 NCKIPSD KCNQ2 KPNB1 KCNQ1 KHDRBS1 RAMP3 RAMP2 TM9SF2 HSP90AA1 TIMM44 KPNA6 KPNA5 KPNA4 KPNA3 KPNA2 KPNA1 SCARF1 MYL6B SYN3 TNPO1 RHAG SLC17A7 KCNN4 SLC17A5 SLC17A3 SLC6A7 KCNN1 SLC17A4 KCNN3 SLC17A1 SLC17A2 F2R
CELLULAR_LIPID_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_LIPID_CATABOLIC_PROCESS HSD17B11 HACL1 PPARA PPARD ECH1 HSD17B14 ECHS1 PPT1 HADHB APOA5 HSD17B6 BDH2 CPT1B STS ACADM CYP46A1 ALDH5A1 ACADS PLA2G15 PNPLA3 CPT1A HAO1 ACADVL CEL YWHAH GLA PRDX6 HAO2 UGT2B4 PLA2G4C NEU3 PLA2G4B AKR1D1 SMPD4 SMPD3
EPIDERMIS_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/EPIDERMIS_DEVELOPMENT ASPRV1 PPARD FGF7 BTD S100A7 FST CRABP2 CDSN SPINK5 TGFB2 GLI1 PLOD1 CTGF ALOX12B KRT85 KRT83 DHCR24 STS FLOT2 UGCG FOXN1 KRT13 KRT10 WAS SCEL IL20 PTHLH NME2 EVPL KRT17 KRTAP5-9 ATP2C1 KRT16 KRT15 KRT14 DSP LAMC2 COL1A1 EMP1 RBP2 HOXB13 ALDH3A2 KRT9 DCT LAMB3 COL17A1 COL7A1 KRT5 POU2F3 KRT1 KRT2 TGM3 CALML5 TGM5 ERCC3 ERCC2 KLK7 KLK5 KRT31 GJB5 KRT34 COL5A2 KRT32 LAMA3 ATP2A2 CASP14 SPRR1A SPRR1B BNC1 PTCH2 FABP5
REGULATION_OF_RESPONSE_TO_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_RESPONSE_TO_STIMULUS CADM1 BCAR1 IL28RA APOBEC3G SPINK5 APOBEC3F TLR8 TGFB2 CFHR1 MAP3K7 CHRNA7 IFNK CRTAM POLH IL29 SLA2 PRKCG NFAM1 NCR1 TRAT1 SLIT2 THY1 IL20 UBE2N TARBP2 LAT2 EREG PTGDS IL12A CARTPT GHRL IL12B TRAF2 MBL2 UBE2V1 UBE2V2 CX3CL1 AHSG TNFRSF1A KRT1 C2 TRAF6 SCG2 IL4 PTPRC KLK8 IL8 CEBPG MALT1 FOXP3 CD1D LEP CDH13 NPY FYN EEF1E1 IKBKG CD79A GHSR
REGULATION_OF_MAP_KINASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MAP_KINASE_ACTIVITY ZAK MBIP TLR6 DAXX PDCD4 MAP3K6 MAP3K5 MDFIC CXCR4 MAP3K9 TDGF1 SPRED2 TGFA CHRNA7 SHC1 PAK1 GNG3 SPRED1 S1PR2 FGF2 EGFR DBNL C5AR1 PIK3CB MADD KIAA1804 PKN1 PROK2 GRM4 ADRB2 MAP4K5 PLCE1 LAX1 HIPK3 CD81 MAP3K10 GHRL MAP3K11 ADORA2B PTPLAD1 ERBB2 C5 FPR1 MAP4K1 TRIB3 TRIB2 TRIB1 MAP3K2 DUSP16 ADRA2A ADRA2C CD24 EGF MDFI GPS1 NF1 DUSP22 TPD52L1 SOD1 GPS2 DUSP2 RGS3 EPGN RGS4 DUSP9 DUSP8 DUSP6
NEGATIVE_REGULATION_OF_TRANSCRIPTION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_TRANSCRIPTION FST RBFOX2 ZNF254 TCEAL1 TGFB1 EPC1 SIN3A WWP1 ZNF396 SUPT5H KAT8 TWIST2 KAT6B TWIST1 KAT6A ZNF593 KDM5B ZHX1 MECP2 ZHX2 ZNF189 ZHX3 NR0B2 NR0B1 CSDA FOXN3 PA2G4 TIMELESS ZNF238 SMARCE1 PIAS4 TGIF1 PRDM1 SUDS3 EID1 HMGB1 EID2 GCLC SNX6 ELK3 VPS72 NR1H2 VDR MEIS2 HEXIM2 HEXIM1 DRAP1 BCOR RUNX2 TCF25 NKX2-5 HELLS ZNF423 NKRF MDFI DMBX1 HMGB1P10 BMP2 CREBZF KLF12 KLF10 PHB KLF11 SMAD4 RYBP SMAD3 SMAD2 SNW1 FOXP3 UBP1 UIMC1 BRCA1 HDAC5 NR1I2 SMARCC2 JAZF1 DNMT1 RFX3 RBPJ HDAC8 KLF4 E2F1 ZBTB32 PPARD RSF1 ARID4A E2F6 DEDD NR6A1 SPI1 TP63 ZNF202 CTCF PAWR ZEB1 GLI2 HSBP1 DAXX ZNF345 PDCD4 MEN1 ZNF350 GFI1B ZNF148 PCGF6 ATP8B1 POU4F2 NRG1 NFX1 ZNF281 ATF7IP KHDRBS1 LDB1 ARID5B SLA2 ARID5A NDUFA13 TLE1 RB1 FOSB NRIP1 MXD4 CHMP1A EREG BPTF ZNF136 ERN2 RIPPLY1 MDM2 MDM4 CUX1 COMMD7 NSD1 ZFP161 ING4 GLIS3 ZMYND11 BCLAF1 TNF GLIS2 GLIS1 PML ZBTB16 ZNF177 ZNF174 CALCA ORC2 SUMO1 LANCL2 POU2F1 GATAD2A PEX14 BCL3 PER1 BCL6 SUPT4H1 ENO1 FOXD3 TBX3 VHL TBX2 ZNF24 TRIM27 SIRT4 CENPF TNP1 SIRT5 ILF3 PHF12 CBY1 SNAI2 SIRT1 SIRT2 STAT3 ATXN1 ZNF157 ID2 ID1 YAF2 DR1 IRF7 IRF8 ARHGAP35 IRF2 PHF21A ID4 ID3 CIR1
HOMEOSTATIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/HOMEOSTATIC_PROCESS SLC9A7 MPV17 CD52 BAK1 AGTR1 APP APOE LCAT CHRNA7 CHRNA1 CDH23 FTL CLRN1 C5AR1 PPARGC1A THY1 CCR9 CCR8 ERP44 NPC1 CCR7 RPS19 CCR6 NPC2 CCR5 RHCG ATP2C1 CCR4 CCR3 CCR2 STC1 IQCB1 KCNMB3 KCNMB4 CLCN3 HFE PPT1 BDKRB1 BCL2L1 BDKRB2 CALR KCNMB2 NPHP3 PCDH15 RPS6 ABCG1 CD55 ETS1 AVPR1B AVPR1A GRK1 SLC9A1 CCKAR MCHR1 HNF1A GLRA1 USH1G SPI1 ZNF675 BNIP3 DFNB31 EDNRA GPX1 FXN SAA1 NMUR2 TRPV4 CETP XCR1 MYC USH2A CLN3 AIFM3 CCKBR LYN GPR98 INHBA PROK2 NPPB USH1C CLN5 CLN6 CLDN16 TFR2 CCR1 CCL23 BCL2 PCSK9 CD24 IL6 OPRL1 IL7 HCLS1 ATP1A3 ATP1A4 NPR1 CCL19 ATP1A1 ATP1A2 SOD1 CCL15 SELS TMPRSS3 CCL11 CCL13 CCL14 LARGE MT2A NARFL MC4R CP BARD1 GNA15 CASR ATOX1 F2RL1 FOXO3 CXCL12 APOA4 APOA2 APOA1 SLC2A4 GALR2 APOA5 RGN S1PR3 SLC4A1 ACIN1 BUD31 LPAR2 LPAR3 S1PR4 BCL10 DDIT3 SLC34A3 PLCE1 EP300 HIF1A GYLTL1B CARTPT SLC40A1 GLP1R SRI CCL1 C3AR1 DRD1 CCL3 CAV1 CCL2 DERL1 GCLC CYSLTR1 ABCA2 ABCA1 ATP6V1B1 CCL5 FTH1 CCL7 P2RY4 P2RY2 SFTPD SLC30A5 DYRK3 ANGPTL3 MAFB ATP7A GCM2 SLC4A11 CXCL13 RHOT1 RHOT2 CACNA1C XCL1 CACNA1A IFI6 ATP7B CXCR3 AKT1 ACVR1B ALAS2 TPP1 CXCR4 NDUFS1 AKR1C1 KNG1 LDB1 CDK6 ACVR2A TARBP2 LCK GHRL TAC1 EGLN2 EGLN1 GLRX2 CALCA CALCB PTPRC SLC12A4 CEBPG NF1 MTL5 RHAG RDH12 GCK HPX BAX
SODIUM_ION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/SODIUM_ION_TRANSPORT SLC8A1 SGK1 SCN1B SCN2B SCN2A ATP1A4 SLC34A3 TRAPPC10 SLC4A11 SLC17A3 SLC17A4 SLC17A2 SCN9A SCN4B SCN11A SCN7A SCNN1G SCN5A SCNN1A SCNN1D SCN4A SCN10A
POSITIVE_REGULATION_OF_DNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_DNA_METABOLIC_PROCESS IL4 UBE2N EREG CEBPG TNFSF13 PRKCG GLI2 PPARGC1A TGFB1 GLI1 RAD51
VASCULATURE_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/VASCULATURE_DEVELOPMENT ACVRL1 HTATIP2 IL18 TNFSF12 FOXO4 SPINK5 CANX SHH TGFB2 CUL7 ANG ROBO4 ERAP1 RHOB CHRNA7 EGFL7 PDPN MYH9 NCL THY1 PROK2 SERPINF1 BTG1 VEGFA FOXC2 NPPB ATPIF1 EMCN RNH1 PML PF4 AGGF1 IL17F EGF ANGPTL3 RUNX1 RASA1 C1GALT1 ANGPTL4 SCG2 COL4A3 COL4A2 CCM2 IL8 SPHK1 NF1 NPR1 TNNI3 PLG CDH13 EPGN STAB1 NOTCH4 GLMN AMOT
CELLULAR_HOMEOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_HOMEOSTASIS GNA15 CASR ATOX1 F2RL1 CD52 CXCL12 AGTR1 BAK1 APP GALR2 RGN CHRNA7 S1PR3 SLC4A1 BUD31 CHRNA1 LPAR2 LPAR3 FTL CDH23 S1PR4 CLRN1 C5AR1 DDIT3 SLC34A3 THY1 CCR9 CCR8 ERP44 CCR7 PLCE1 CCR6 GYLTL1B CCR5 RHCG ATP2C1 CCR4 CCR3 CCR2 CARTPT STC1 SLC40A1 GLP1R CCL1 SRI IQCB1 KCNMB3 C3AR1 KCNMB4 CCL3 CLCN3 DRD1 GCLC CCL2 CYSLTR1 HFE PPT1 BDKRB1 BCL2L1 BDKRB2 CALR CCL5 CCL7 FTH1 KCNMB2 NPHP3 P2RY4 P2RY2 SLC30A5 PCDH15 ATP7A CD55 GCM2 SLC4A11 CXCL13 AVPR1B AVPR1A RHOT1 RHOT2 XCL1 CACNA1C CACNA1A IFI6 ATP7B GRK1 MCHR1 CCKAR GLRA1 USH1G BNIP3 CXCR3 EDNRA GPX1 FXN CXCR4 SAA1 NMUR2 TRPV4 XCR1 MYC NDUFS1 USH2A KNG1 CLN3 AIFM3 CCKBR GPR98 PROK2 LCK GHRL USH1C CLN5 CLN6 CLDN16 TFR2 CCR1 EGLN2 TAC1 GLRX2 CALCA CALCB CCL23 BCL2 CD24 PTPRC OPRL1 SLC12A4 ATP1A3 CCL19 MTL5 ATP1A4 ATP1A1 ATP1A2 SOD1 CCL15 RHAG SELS TMPRSS3 CCL11 RDH12 CCL13 CCL14 LARGE HPX BAX MT2A CP
STRIATED_MUSCLE_CONTRACTION_GO_0006941 http://www.broadinstitute.org/gsea/msigdb/cards/STRIATED_MUSCLE_CONTRACTION_GO_0006941 ALDOA SRI MYL2 MYBPC3 PGAM2 TTN MYBPH ATP2A1 GAA SMPX MYOM1 KBTBD10 CASQ2 DTNA
GLYCOPROTEIN_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLYCOPROTEIN_BIOSYNTHETIC_PROCESS GYPC TUSC3 LDLR ALG1 B3GALT5 ALG2 B3GALT4 ALG5 TSPAN7 ALG6 TSPAN8 ALG8 POMGNT1 B3GALNT1 POMT1 TRAK1 RPN1 OGT TNIP1 MAN1A2 FUT10 ALK CD37 MAGT1 BACE2 DOLPP1 TM4SF4 SERP1 TM4SF5 GCNT4 GALNT2 GCNT3 GALNT1 FUT9 FUT8 GALNT7 FUT7 GALNT6 KEL FUT6 FUT5 ST8SIA3 ST8SIA2 NECAB3 STT3B IL17A STT3A B3GNT5 MPDU1 FUT4 FUT1 FUT2 A4GNT GCNT1 GAL3ST1 SDF2 MGAT4B MGAT4A LIPA B3GALT2 MAN1C1 COG3 MOGS COG7 LARGE ST8SIA4 DPM1 DPM2 DPM3 LRP2 LIPC POFUT1 ALG12 COG2
ICOSANOID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/ICOSANOID_METABOLIC_PROCESS PTGES3 CYP2J2 PRG3 FADS1 PTGS1 CD74 MIF AKR1C3 CYP4F8 TNFRSF1A AKR1C2 PTGDS PTGES CYP4F3 LTA4H CYP4F2 HPGD
PHOSPHOINOSITIDE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PHOSPHOINOSITIDE_BIOSYNTHETIC_PROCESS PIGZ IMPA1 PIGY PIK3C2A PIGV PI4KA GPAA1 PIGU PIGT PIGS PI4KB PIGO PIGK PIGF PIGG PIGH CD81 PI4K2A DPM1 PIGB DPM2 PIGC DPM3 PIGA
SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/SECRETION SEPT5 SYT1 SLC22A16 NRBP1 SLC22A18 SNCAIP AQP9 LTBP2 CADM1 LMAN2L AQP5 USE1 AQP4 AQP7 AQP6 AQP1 TPD52 AQP3 IL11 SCTR AQP2 NLRC4 APOA2 APOA1 GBF1 KCNK5 RAB26 GUCA2B DNAJC1 SCAMP1 CRTAM SCAMP3 MYO6 SCAMP2 BAIAP3 SLC34A1 VTI1B OPTN ERGIC1 ERGIC2 ERGIC3 ERP44 TMX1 COPG2 KRT18 BACE2 RAB14 CARTPT VAMP3 UNC13B AKAP3 KCNMB4 ACHE CCL3 ARFGAP3 PPY STX7 NAPG ADORA2B COPZ1 RER1 CCL8 RABEPK NAPA ABCA1 PYDC1 ATP6V1B1 CCL5 ARFGEF2 LMAN1 RIMS1 ARFGEF1 KCNJ1 LIF STX18 INS STX16 CKLF TMED10 DOPEY2 DOPEY1 SRGN NPHP1 CARD8 CIDEA SNAPIN ARFIP1 FOXP3 LIN7A CEL SYTL4 GLMN GOSR2 GOSR1 GHSR CLCN5 COPA FAM3D TACR2 FAM3B DPH3 PDIA4 CANX COPB2 NOD2 NMUR1 ANG COPB1 NMUR2 AP3B2 SLC22A4 SLC22A2 ZW10 KNG1 STX1A RPH3AL GRHPR INHA NLRP3 NLRP2 INHBB OSM KIF1C SLC26A3 INHBA GRM4 GHRH SCIN GHRL NPPB ARL4D STEAP2 IFT88 COPE PKDREJ SNAP29 CLDN16 VIP AVPR2 RAB3A CPLX2 CPLX1 CLCNKA BET1 CLCNKB HRH3 SYN3 PYCARD SEC22A NFAT5 SEC22B SEC22C SCG5 SCNN1G SNAP23 EXOC5 SCNN1B SNAP25 SCNN1A SCG2 RAB2A GUCA1B SERGEF TBX3 NLGN1 SCRN1 NPR1 MON2 CADPS COG3 GCK COG7 NPHS2 NPHS1 NLRP12 ATP6V0A4 YKT6 COG2
DNA_REPLICATION http://www.broadinstitute.org/gsea/msigdb/cards/DNA_REPLICATION DBF4 PRIM1 IGHMBP2 MUTYH CDKN2D PRIM2 PMS2 KAT7 PMS1 RBMS1 MCM3AP GTPBP4 POLE RAD9A POLB RNASEH2A ORC1 RFC3 RPAIN RFC4 RFC1 TBRG1 RAD17 ENPP7 ACHE HMGB2 MRE11A TIPIN POLE2 POLE3 EGF S100A11 ATR POLD4 POLD1 POLD2 ABL1 KCTD13 DUT NBN NAP1L1 MLH1 TERF2IP GLI2 PMS2P1 CDT1 GLI1 MCM7 ORC4 DKC1 NT5M POLG2 CDC6 CCDC88A REV1 NOL8 PRKCG MCM2 MCM3 MCM5 RAD50 CDK2 PURA RAD51 EREG CDK2AP1 ORC5 PTMS REV3L NUP98 WRNIP1 POLA1 KIN POT1 RPA4 RPA3 RPA1 TFAM RPA2 TYMP ORC2 SET CDC45 TSPYL2 KRT7 TINF2 TERF2 EXO1 MSH6 UPF1 MSH3 NF2 MSH2 MSH5 GMNN NASP IGF1 SPHAR TP73 NAE1 ORC3 REPIN1
APOPTOTIC_MITOCHONDRIAL_CHANGES http://www.broadinstitute.org/gsea/msigdb/cards/APOPTOTIC_MITOCHONDRIAL_CHANGES BID BAK1 GPX1 DNM1L CDKN2A BBC3 BAX PMAIP1 SFN BCL2L1 IFI6
POSITIVE_REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELLULAR_COMPONENT_ORGANIZATION_AND_BIOGENESIS KATNB1 EIF5A ARF6 PPT1 AHSG AZU1 GATA2 CDC42 SORBS3 CDC42EP2 CDC42EP1 ROBO1 MAPT SFTPD ARAP1 DAZL ROBO2 CDC42EP4 ARHGEF10L EIF2B5 CDC42EP5 SPACA3 DAZ1 NF2 CBL LDLRAP1 PPARGC1A BOLL SLIT2 UBE2N AMIGO1 NCK2 TPPP NCK1 GHRL FAF1
GENERATION_OF_A_SIGNAL_INVOLVED_IN_CELL_CELL_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/GENERATION_OF_A_SIGNAL_INVOLVED_IN_CELL_CELL_SIGNALING SEPT5 RAB3A SYT1 KCNMB4 SNCAIP FAM3D FAM3B RIMS1 IL11 LIF HRH3 SYN3 SCG5 SNAP25 STX1A TBX3 BAIAP3 NLGN1 SNAPIN INHA INHBB OSM GRM4 INHBA GCK GHRH CARTPT GHRL GHSR
CELL_CELL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/CELL_CELL_ADHESION CLDN8 CLDN7 CADM3 MPZL2 CLDN9 ACVRL1 CADM1 CLDN4 CLDN3 CLDN6 LMO4 CLDN5 CDSN PTEN APOA4 REG3A CD47 CDKN2A CD93 ROBO1 ROBO2 COL11A1 ALX1 DLG1 SYK EGFR BCL10 GTPBP4 VANGL2 MGP CD164 CERCAM CTNNA3 THY1 AMIGO1 CD84 AMIGO2 NCAM2 AMIGO3 SIRPG CD34 ATP2C1 NPTN CLDN1 CLDN2 CNTN4 CLDN16 CLDN17 CLDN18 EMCN CDK5R1 TNF CLDN19 PKHD1 NINJ2 CLDN10 ITGB2 CRNN CLDN11 CX3CL1 CLDN12 ITGB1 CDH5 CLDN14 CLDN15 CALCA ANXA9 PVRL1 TRO PVRL3 PVRL2 B4GALNT2 PKD1 RASA1 BMP1 NF2 COL13A1 NLGN1 LGALS7 CLDN22 CELSR1 CLDN20 CLDN23 CDH13 CD209 CYFIP2
NEGATIVE_REGULATION_OF_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELL_PROLIFERATION RARRES3 RARRES1 CNOT8 AIF1 TNFSF15 FOXO4 MXI1 TGFB2 MAGED1 CUL2 CUL5 CDKN2A CDKN2B CDKN2C CDKN2D IL1B ODZ1 CUL1 IL1A GTPBP4 CGRRF1 IL29 SSTR4 PTHLH SSTR5 SSTR2 NME2 SIRPG SSTR3 ADAMTS8 NME1 SSTR1 ALOX15B CD33 TBRG1 MNT ADAMTS1 ATPIF1 TGFB1I1 EMP3 EIF2AK2 ENPP7 LST1 IFITM1 UMOD CHEK1 SESN1 FTH1 NPM1 PRKRA BAI1 SFTPD AIMP1 GML B4GALT7 RUNX3 COL18A1 TP53I11 GNRH1 KLF10 KLF11 S100A11 BRCA2 FOXP3 GAS8 RERG CDKN1C NOTCH2 TSC1 NUP62 ETS1 FABP3 MYO16 HGS GLMN ADRA1A UTP20 LDOC1 FABP7 SST PRKRIR KLF4 FABP6 OPRM1 DLEC1 ACVRL1 IGFBP7 IGFBP6 BAP1 PAWR PTEN WARS BNIPL CGREF1 ANG CCL3L3 CDK10 DLG5 CDC6 CTBP1 CTBP2 RBBP4 CDK6 CD164 MXD4 OSM MFN2 NCK2 TNFRSF9 PPM1D BTG2 EREG BTG1 BTG4 SCIN BTG3 MDM2 GHRL MDM4 TM4SF4 CXCL1 ING5 ING4 FRK NDN TNFRSF8 ABI1 POU1F1 DEC1 CCL23 SPEG KRT4 GPNMB QSOX1 FGFBP1 ING1 APC SCG2 NOX4 COL4A3 IL6 PDS5B NF2 IL8 VHL TBX5 NF1 CDKN3 PLG CDH13 CUL4A EEF1E1 ATP8A2 KAT2B TOB2 TOB1
POSITIVE_REGULATION_OF_LYMPHOCYTE_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_LYMPHOCYTE_ACTIVATION IL4 PTPRC IL7 CD3E IL18 CD276 TNFSF13 SOCS5 IL21 TGFB1 SART1 THY1 CD47 NCK2 SIRPG NCK1 LCK IL12A ZAP70 IL12B CD24 EBI3 ICOSLG CD28
DNA_DAMAGE_RESPONSESIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/DNA_DAMAGE_RESPONSESIGNAL_TRANSDUCTION NBN ZAK HUS1 PML CHEK1 SFN BRSK1 CHEK2 TRIAP1 PCBP4 BCL3 DYRK2 GML CCNA2 ATRIP MYO6 AIFM1 RINT1 CIDEB TP53 CIDEA RAD9A IFI16 ATR FOXN3 TP73 NEK11 BRCA1 NAE1 C16orf5 RAD1 EEF1E1 SMC1A ABL1 RAD17
EMBRYONIC_MORPHOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/EMBRYONIC_MORPHOGENESIS BCL10 TBX3 TBX5 LMO4 VANGL2 FTO DSCAML1 TBX1 MBNL1 CELSR1 SOD1 GLI2 ZIC1 TINAG SHH CEP290 PTCH1
NLS_BEARING_SUBSTRATE_IMPORT_INTO_NUCLEUS http://www.broadinstitute.org/gsea/msigdb/cards/NLS_BEARING_SUBSTRATE_IMPORT_INTO_NUCLEUS FYB CBLB TRPS1 IPO5 KPNA6 KPNA5 KPNA4 NCKIPSD KPNA3 KPNA2 KPNB1 RERE KPNA1
DIGESTION http://www.broadinstitute.org/gsea/msigdb/cards/DIGESTION COPA CCKAR PPY LDLR SLC15A1 CELA3A PGC PPYR1 VIPR1 SCTR APOA4 AKR1C2 ACSL1 CYP39A1 GALR1 PRSS2 PRSS3 GALR2 TFF2 NPC1L1 TFF3 AMY2B HTR3A NMU AKR1C1 CTRL MUC2 CCKBR CAPN9 PPARGC1A CEL SSTR2 BAAT SSTR1 AKR1B10 MLNR CTSE MEP1A MEP1B PYY FABP2 AMY1B SST AKR1D1
COFACTOR_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/COFACTOR_TRANSPORT SLC22A16 FOLR3 FOLR2 PDPN HPX FOLR1 SLC22A4 PPT1 SLC22A5 SLC19A1 SLC46A1
NEGATIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER E2F1 ZBTB32 PPARD E2F6 FST NR6A1 SPI1 ZNF202 CTCF ZEB1 PAWR HSBP1 GLI2 ZNF345 TCEAL1 ZNF254 MEN1 EPC1 GFI1B ZNF148 POU4F2 SUPT5H NFX1 TWIST1 ZNF281 ZNF593 SLA2 MECP2 ZNF189 RB1 NR0B2 FOSB CSDA MXD4 NRIP1 ZNF238 BPTF ZNF136 MDM2 TGIF1 MDM4 PRDM1 CUX1 NSD1 ZFP161 HMGB1 ZMYND11 EID1 GLIS3 GLIS1 ZNF177 VPS72 ZNF174 ORC2 MEIS2 HEXIM2 HEXIM1 DRAP1 BCL6 SUPT4H1 NKX2-5 TCF25 ENO1 FOXD3 MDFI HMGB1P10 KLF12 VHL KLF10 KLF11 RYBP TRIM27 SMAD3 SNAI2 STAT3 ZNF157 IRF7 DR1 IRF8 JAZF1 IRF2 PHF21A DNMT1 HDAC8
REGULATION_OF_CATALYTIC_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CATALYTIC_ACTIVITY ALS2 XRCC4 RAB3GAP2 ADORA3 ADCY7 EDN2 RAB3GAP1 MAP3K7 MAP3K6 MAP3K5 MAP3K4 DIRAS3 MAP3K9 PSENEN CHRNA7 GNG3 ANAPC2 DBNL GTPBP4 C5AR1 PIK3CB KIAA1804 THY1 BCL2L10 CRHR1 IFNB1 PPP6R3 CCR2 F2 ATPIF1 ACR TAB1 CDK5R1 CDK5R2 GNAI3 GNAI2 PTPLAD1 ERBB2 CHEK1 STRADB CDC37 ADCYAP1 SERINC2 ADRB3 SERINC5 HEXIM2 HEXIM1 SERINC1 DUSP16 FBXO5 DIABLO ARAP1 HIP1 MDFI TAOK2 MAP2K3 SMAD3 DUSP22 TPD52L1 CBLC STRADA RGS3 RGS4 AVPR1B AVPR1A CCNT2 CCNT1 PTEN LATS1 DAXX LATS2 CAMKK2 EDNRA CCNE2 EDNRB GPX1 NMUR1 NMUR2 TGFA CAP1 FGF2 SERTAD1 DHCR24 CDC6 CCNK AIFM3 CCKBR TP53 HERC5 ECSIT CARD10 GTF2H1 PROK2 GRM4 NCK2 CCND1 GRM3 GRM2 PSEN1 EREG CCND3 GNAQ CCND2 LAX1 GRM8 GRM7 PSEN2 GADD45G GIPR MAP3K10 CAND1 GNAS GADD45B GADD45A MAP3K13 ZER1 MAP3K11 AVPR2 PARD3 C5 FPR1 BCCIP SFN AZU1 CD24 CAP2 BIRC5 CRIPAK CDKN3 SOD1 STAT1 MNAT1 DUSP2 P2RY11 GLA EPGN ADAP1 IFT57 PPP2R4 DUSP9 DUSP8 DUSP6 GNA15 ZAK C13orf15 TNFSF15 PKMYT1 MBIP PMAIP1 TLR6 GHRHR APOA2 NLRC4 CDKN2A CASP8AP2 GALR1 CDKN2B MDFIC CDKN2C GALR3 CDKN2D APOA5 TDGF1 SPRED2 RGN BUD31 SPRED1 S1PR2 LPAR2 S1PR4 EGFR RBL2 MADD RBL1 PICK1 HBXIP TNNT2 MAP4K5 PLCE1 CARTPT GLP1R FGD2 TRAF2 FGD1 ADORA2B DRD5 MAP4K1 APOC2 CCNG1 PYDC1 MTCH1 ADRA2A ADRA2C TRAF7 TRAF6 FGD5 EGF ANGPTL3 FGD6 FGD4 ANGPTL4 CARD8 PIF1 MALT1 ATP7A CDKN1C NOSIP VCP TSC1 BBC3 LTB4R2 ABL1 ABL2 DNAJB6 IFI6 GABBR1 GABBR2 PDCD4 CASP9 PAK2 CXCR4 ANG CDK5RAP3 SHC1 PAK1 CDK5RAP1 PLCB2 IRAK1 CCDC88A RALBP1 CYCS ARHGAP27 PKN1 CDK7 RB1 NLRP3 NLRP2 UBE2N TARBP2 ADRB2 ADRB1 CHRM1 HIPK3 CD81 LCK ERN1 GHRL PRKD3 GAP43 CALCR CKS1B APH1A TRIB3 TRIB2 TRIB1 CALCA MOAP1 TSPYL2 MAP3K2 CD4 PPAP2A APC GPS1 COL4A3 PTPRC FOXL2 NF1 CDC25C CDC25A GPS2 NCSTN PRLR BAX CKS2 APAF1 F2R
NUCLEOTIDE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOTIDE_BIOSYNTHETIC_PROCESS CMPK1 ME1 ADSS ADCY7 CTPS ADORA2A C16orf7 AK5 ABCA1 HPRT1 PPAT TYMS UMPS UCN2 ADM GRM8 OXER1 ADK PDZD3 GUK1
GLIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/GLIOGENESIS AZU1 NF2 NF1 CDK6 EIF2B2 SOD1 EIF2B1 EIF2B3 EIF2B4 SLIT2 EIF2B5
NUCLEOTIDE_SUGAR_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOTIDE_SUGAR_METABOLIC_PROCESS UAP1 GMDS CSGALNACT1 B4GALNT2 UGDH TSTA3 PMM2 EXTL2 SLC35A3 UGP2
LIPOPROTEIN_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/LIPOPROTEIN_BIOSYNTHETIC_PROCESS GPAA1 FNTB PIGK APOA2 FNTA APOA1 PIGF PIGG PIGH ATG7 CHM PIGB PIGC PGGT1B PIGA AIPL1 PIGZ PIGY PIGV PIGU PIGT PIGS PIGO DPM1 DPM2 DPM3
DNA_DAMAGE_RESPONSESIGNAL_TRANSDUCTION_RESULTING_IN_INDUCTION_OF_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/DNA_DAMAGE_RESPONSESIGNAL_TRANSDUCTION_RESULTING_IN_INDUCTION_OF_APOPTOSIS AIFM1 PML CIDEB TP53 CIDEA IFI16 SFN CHEK2 BRCA1 TP73 C16orf5 PCBP4 BCL3 DYRK2 ABL1
VESICLE_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/VESICLE_LOCALIZATION SNAP29 SEPT5 STX5 MYO1A SHROOM2 AP1M2 NLGN1 LRMP TMED10 SNAP23 YKT6
ADAPTIVE_IMMUNE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/ADAPTIVE_IMMUNE_RESPONSE TRAF2 CADM1 IL18 TNFSF13 TLR8 IL10 CD74 TGFB1 MAP3K7 C2 TRAF6 EBI3 IL4 PTPRC BCL10 CRTAM SLA2 IL27 MALT1 SOCS5 FOXP3 IL18BP CD40LG IL12A IL12B
ANTI_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/ANTI_APOPTOSIS SNCA CBX4 FOXO1 TNFSF18 CIAPIN1 GDNF CDKN2D TPT1 FAS DDAH2 API5 IL1A OPA1 BRAF CRYAA SOCS2 CRYAB SOCS3 RELA BCL2A1 HRK HBXIP BCL2L10 NME5 TMX1 CD40LG TXNDC5 TNFAIP8 HSPB1 ERC1 MYO18A TNFRSF6B HMGB1 CCL2 GCLC MCL1 BCL2L2 HSPA1B BCL2L1 PEA15 AKT1S1 NPM1 GLO1 ARHGDIA CFLAR BECN1 SPHK1 TAX1BP1 BFAR NOTCH2 HDAC3 RNF7 HDAC1 SFRP1 IFI6 RTN4 IER3 HTATIP2 BNIP3 NFKB1 PRDX2 TRIAP1 GPX1 BAG4 BAG1 PAX7 DHCR24 NOL3 CDK1 PROK2 SERPINB9 BNIP1 PSEN1 BNIP2 TNFRSF10D HIPK3 CFL1 SERPINB2 AVEN FAIM3 NAIP SEMA4D GSTP1 ALOX12 PRKCZ YWHAZ TNF RTKN IGF1R SH3GLB1 BCL2 TNFRSF18 DAD1 AATF CD27 RASA1 CD28 HSPA9 PIK3R2 IL3 IL2RB TBX3 ANXA1 BIRC6 BIRC5 XIAP BIRC3 ANXA5 ANXA4 CDH13 SON HSP90B1 BAX BNIP3L BRE MPO TIAF1 IL2
MAINTENANCE_OF_CELLULAR_PROTEIN_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/MAINTENANCE_OF_CELLULAR_PROTEIN_LOCALIZATION MDFI TONSL TAF3 PDIA3 PDIA2 NFKBIE SUPT7L TOPORS FAF1 MXI1 NFKBIL1
INTRACELLULAR_RECEPTOR_MEDIATED_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/INTRACELLULAR_RECEPTOR_MEDIATED_SIGNALING_PATHWAY SLA2 MED12 IGF1 MED24 MED14 ARID1A MED13 ESR2 RBFOX2 DAXX CALCOCO1 PPARGC1B MED4 YWHAH MED30 MED16 UBR5 MED17 THRAP3 DDX54 MED1
NEGATIVE_REGULATION_OF_MAP_KINASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_MAP_KINASE_ACTIVITY GPS1 NF1 DUSP22 MBIP PDCD4 GPS2 DUSP2 LAX1 RGS3 HIPK3 RGS4 DUSP16 SPRED2 SPRED1 DUSP9 DUSP8 DUSP6
DNA_DAMAGE_CHECKPOINT http://www.broadinstitute.org/gsea/msigdb/cards/DNA_DAMAGE_CHECKPOINT NBN ZAK HUS1 RINT1 PML RAD9A CHEK1 CHEK2 ATR BRSK1 NEK11 FOXN3 NAE1 RAD1 TRIAP1 PCBP4 GML CCNA2 ATRIP RAD17
REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CYCLIN_DEPENDENT_PROTEIN_KINASE_ACTIVITY CCNT2 CKS1B CDK5R1 CDK5R2 C13orf15 CCNT1 PKMYT1 BCCIP CHEK1 CCNG1 LATS1 PTEN CDC37 LATS2 CCNE2 CDKN2A CDKN2B DIRAS3 HEXIM2 HEXIM1 CDKN2C CDKN2D CDK5RAP3 CDK5RAP1 SERTAD1 APC CDC6 ANAPC2 CCNK GTPBP4 HERC5 CDK7 CDC25C CDKN3 CDC25A GTF2H1 CDKN1C MNAT1 CCND1 CCND3 CCND2 CKS2 GADD45A
GOLGI_VESICLE_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/GOLGI_VESICLE_TRANSPORT NRBP1 STX7 NAPG LMAN2L COPZ1 USE1 BET1 RER1 NAPA LMAN1 COPB2 GBF1 STX18 COPB1 STX16 SEC22A AP3B2 SEC22B TMED10 SEC22C DOPEY2 SNAP23 EXOC5 DOPEY1 GOLGA5 ZW10 SCAMP1 RAB2A SCAMP3 SCAMP2 OPTN ERGIC1 ERGIC2 MON2 ERGIC3 COG3 KIF1C COPG2 TMX1 KRT18 COG7 RAB14 GOSR2 GOSR1 STEAP2 YKT6 COPE COG2
PEPTIDYL_TYROSINE_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/PEPTIDYL_TYROSINE_PHOSPHORYLATION ABI3 ABI2 ABI1 ITGB2 IL31RA CLCF1 TDGF1 EGFR IL3 IL5 IL29 LYN NF2 HCLS1 SOCS1 STAT1 IL20 CD80 DYRK1A F2 CD81 IL12A TNK2 ABL1 ABL2 IL22RA2 F2R
NEGATIVE_REGULATION_OF_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_SECRETION SERGEF FAM3D CIDEA DPH3 FOXP3 IL11 OSM LIF INHBB APOA2 APOA1 NLRP12 SRGN
PROTEIN_PROCESSING http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_PROCESSING METAP2 PPP2R5C CUZD1 MIPEP TTN CAMKK2 AKT1 PAK2 MAP3K9 PSENEN PAK1 INSR MYO3A KIAA1804 CDK12 STK4 CDKL5 EIF2AK1 PSEN1 PSEN2 MAP3K10 EIF2AK3 MAP3K13 MAP3K12 MAP3K11 APH1A ADAMTS13 APH1B UHMK1 IGF1R ECE2 MAP3K3 PRSS3 LMTK2 PCSK9 SCG5 PCSK5 TAF1 MEX3B TAOK3 MOB1B SMG1 FURIN NCSTN MAPK15 DYRK1A NLRP12 TNK1 PTCH1
OXYGEN_AND_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/OXYGEN_AND_REACTIVE_OXYGEN_SPECIES_METABOLIC_PROCESS NOX4 ME3 NOX5 PRG3 DRD5 PREX1 BNIP3 NDUFA13 SOD1 SOD2 NOS2 APOA4 NDUFS4 GPX3 AOX1 SFTPD CCS NDUFS3 NDUFS1 MT3
PROTEIN_COMPLEX_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_COMPLEX_ASSEMBLY SYT1 OXA1L OCLN CAPZA2 TSPAN4 CAPZA1 SLC7A9 CD2AP SLC7A6 VCL TAPBP SLC7A7 PICALM APOE KIFAP3 SH3BGR FAS INSR SYK BCL10 IKBKAP GJD3 DARS SCUBE3 CD3E SCUBE1 TAZ MATN1 PICK1 ACTN2 CD40 PPARGC1A ADRM1 ATPIF1 VAMP3 LAMC1 AMFR SEPT7 EIF2AK3 SURF1 SEPT9 STK16 TRAF1 TRAF2 EID2 DAG1 HFE ANLN RIMS1 SRC LLGL1 CD74 PXN CDC42EP2 UPK1A CDA AGRN PARD6B MLL TGFBR1 CREBBP SMAD4 EPRS SMAD3 MALT1 SEPT11 LIN7A PPIH MYH11 CHAF1A CHAF1B TLN1 COX11 WASF3 TLN2 COX10 GJA1 TP63 SKAP2 GJA4 GJA5 NDUFS7 CDC42 NDUFS5 RANBP9 NOD2 NOD1 NDUFS4 NUBP1 ZFYVE9 GPX3 GOPC NDUFS8 IL1RAP TRPV5 DLG4 COX18 FANCA AKR1C1 ZW10 FANCC COX15 PPP2R1A IRAK1 APCS ALDH5A1 CCDC88C VIL1 TP53 SLC9A3R1 NLRP3 SLC9A3R2 HMGA1 WAS THEG RAD51 STOM ADRB2 NUP205 TPPP MDM2 WASL MDM4 KPNA3 MAP3K11 FMOD PARD3 REPS2 APC2 TCAP NFS1 PML AASS HCFC1 HPRT1 CLDN14 SF3B3 GJC1 CD9 IGF1R LPXN CCT6B DGKD PTK2B TGM3 PEX14 PEX13 WIPF1 APBA1 APC SCO1 GEMIN5 IL2RB MUC20 BCS1L TUBGCP2 MIS12 VWF MNAT1 TJP1 TMEM48 PRLR BAX MAPK8IP2 TCEB2 PTCH2 FAF1
CELLULAR_LIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_LIPID_METABOLIC_PROCESS ALDH8A1 CYP3A5 RARRES2 SGMS2 GBGT1 PTGS1 SGMS1 SHH AGPS LCAT APOF PLA1A NSMAF APOM WWOX SGPL1 UGCG PPARGC1A NPC1 NPC2 PITPNM3 ALOX15B HSD11B2 PLA2G2E PLA2G2D HSD17B11 HACL1 ENPP7 ACADSB HSD17B14 TFCP2L1 PPT1 PDSS1 CD74 PDSS2 HADHB PLAA SERINC2 SERINC5 LPCAT1 SERINC1 PEMT NR1H4 CYP46A1 SPHK1 MCAT FDXR ABCG1 APOL2 CYP7B1 CEL NR1I2 MLYCD IDI1 PLA2G4C PLA2G4B BMP6 PPARA PPARD CYP2J2 PTEN ASAH1 ASAH2 ST6GALNAC6 AGPAT6 CYP39A1 ST6GALNAC4 PTGES GPX4 GNPAT CETP AGPAT2 AGPAT1 DHCR24 CLN3 STS PRG3 PIK3C2A PI4KA LGALS13 PI4KB HAO1 ADM PTGDS HAO2 PLA2G6 SLC27A6 PLA2G3 CLN8 SLC27A2 SLC27A5 PLA2G5 CLN6 ALOX12 DEGS1 HSD3B1 ECH1 HSD3B7 GPAA1 MIF DGKE DHCR7 ABCD2 HSD17B6 CERK NSDHL SOAT1 IL4 CPT1B SOAT2 PNLIPRP2 FADS1 FADS2 DGKK SOD1 CPT1A GBA2 YWHAH GLA LARGE DPM1 DPM2 DPM3 HPGD NR5A1 TSPO CERS5 STARD3 APOA1 APOA5 ST3GAL6 SPTLC1 TAZ PLA2G15 NR0B2 NR0B1 PNPLA3 ECI2 CHPT1 PNPLA8 PLCE1 AKR1B10 PI4K2A MVK NEU3 CROT CNBP HDLBP CELA3A CELA3B ST8SIA1 APOC2 ST8SIA3 B3GNT5 APOC3 SCARB1 PCYT1B B4GALT4 CYP19A1 LPL FDPS SMG1 BRCA1 BCO2 BAAT FAAH CERS1 ST8SIA5 ACOX2 PTGES3 IMPA1 ALG1 CYP11B2 ACOT2 SULT2B1 ACOT1 PIP5K1A ACOT4 MSMO1 PEX7 ACOX3 ACOT9 AKR1C3 IP6K1 PIGK AKR1C2 AKR1C4 PIGF ANG PIGG PIGH PIGB ACOT12 PIGC NPC1L1 PCYT2 PLCB2 IP6K3 AKR1C1 PIGA IP6K2 ACADM PIGZ PIGY SULT2A1 CYP11A1 ACADS ALDH5A1 PIGV ADIPOR2 PIGU DHRS9 ADIPOR1 PIGT PIGS UGT1A1 PIGO ACADVL DHRS2 UGT2B17 DHRS3 DGAT1 DGAT2 PRDX6 CD81 UGT2B11 UGT2B15 AKR1D1 PGS1 ECHS1 STUB1 TNFRSF1A ETNK1 BDH2 PLCD1 PPAP2A PIK3R1 B4GALNT1 MBTPS2 PSAP OXSM RDH12 CYP4F8 CYP4A11 RDH11 GLYAT UGT2B4 CYP4F3 LTA4H CYP4F2 SMPD4 SCP2 SMPD3 SMPD2 RETSAT
REGULATION_OF_CELL_MORPHOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_MORPHOGENESIS FGD2 FGD1 TAOK2 MYH9 CDC42 CDC42EP2 CDC42EP1 ARAP1 ARAP3 FGD5 CDC42EP4 FGD6 FGD4 CDC42EP5
DEFENSE_RESPONSE_TO_BACTERIUM http://www.broadinstitute.org/gsea/msigdb/cards/DEFENSE_RESPONSE_TO_BACTERIUM LALBA S100A7 PGLYRP1 TLR3 DEFB127 TLR6 NOS2 AZU1 CFP NLRC4 NOD2 NOD1 PGLYRP4 PGLYRP2 PGLYRP3 DEFB118 SPN SPACA3 DEFB103A CAMP STAB2 WFDC12 STAB1 IL12A DMBT1
VESICLE_MEDIATED_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/VESICLE_MEDIATED_TRANSPORT SYT1 PDLIM7 USE1 ITSN1 VPS33B ADORA1 RAB1A HOOK2 PICALM GBF1 VPS4B VPS4A RAB26 VTI1B COLEC12 AP4M1 OPTN ERGIC1 ERGIC2 VTI1A ERGIC3 TMX1 KRT18 RAB14 RAB13 RABEPK HFE RER1 ARF6 PPT1 ARFGEF2 RIMS1 ARFGEF1 AHSG ADRB3 STX18 STX16 RAC1 TMED10 ARAP3 HIP1 TINAGL1 RABEP1 SYTL4 BET1L GOSR2 SYTL2 CLEC7A GOSR1 SYTL1 CLTCL1 MSR1 LDLR AP2S1 SYNJ1 ASGR1 COPB2 AP1S1 FXN COPB1 AP3B2 GOLGA5 GOLGA4 STX6 STX5 CLN3 SPACA3 RPH3AL PI4KB LDLRAP1 LRPAP1 ELMO1 ANKRD27 CHMP1A RAB5A LRMP STEAP2 SNAP29 GULP1 BET1 EEA1 AMPH AZU1 SQSTM1 FCGR1A SNAP23 CD24 EXOC5 RAB2A CYTH1 CYTH2 CYTH3 NLGN1 STAB2 COG3 CDH13 COG7 STAB1 RAB35 RAB22A LRP8 LRP2 LRP3 YKT6 CD14 DNM1 KIF20A COG2 SEPT5 NRBP1 LMAN2L GATA2 PACSIN3 SCAMP1 SCAMP3 MYO6 SCAMP2 LRP1B COPG2 LYST VAMP3 AKAP3 KALRN RAB7A CCL3 STX7 NAPG ADORA2A COPZ1 SNX2 CCL8 SNX1 SNX4 NAPA ABCA1 SNX3 LMAN1 CCL5 DOCK1 FOLR1 PLIN3 SFTPD DOPEY2 DOPEY1 MRC1 CPNE6 SPTBN4 LIN7A CORO1C TSC2 SPTBN2 CPNE1 CPNE3 SEC24B SORL1 ACTR1A ZFYVE16 NECAP2 RHOB ZW10 RAMP3 SEC23A RAMP2 PRKCI ATP6V1H ARHGAP27 M6PR KIF1C ADRB2 IGF2R SCIN TOM1 SEC23B COPE PKDREJ EPN1 STON2 CPLX2 CPLX1 STON1 AP1M2 SCARF1 FCN2 FCN1 SEC22A SEC22B SEC22C CBL SCRN1 MON2 CADPS SH3BP4 MAPK8IP3 MAPK8IP1
DOUBLE_STRAND_BREAK_REPAIR http://www.broadinstitute.org/gsea/msigdb/cards/DOUBLE_STRAND_BREAK_REPAIR XRCC4 NBN MRE11A XRCC6 POLA1 UBE2V2 LIG4 RAD52 SOD1 KAT5 BRCA1 RAD50 XRCC6BP1 RAD51 SETX UBE2N RAD21 VCP RAD54B NHEJ1 ERCC4 FEN1 CIB1
PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_METABOLIC_PROCESS OXA1L AURKAIP1 PPP2R5C USE1 RCE1 MYLIP BTK MAP3K6 ISG15 MAP3K9 ILK MAP3K8 OGT IKBKAP MCRS1 BRAF MYH9 MARK4 MARK1 SARS2 MARK2 PPP1CA EIF2AK1 MAPK6 TMPRSS11E BACE2 MAPK4 MAPK3 F2 BACE1 MAPK8 EIF2AK3 EIF2AK4 PPP2R3B PPP2R3A PABPC4 DUSP10 DUSP12 ARF6 ARIH1 IL17A DUSP13 INS UPK1A KLKB1 RAC1 IL17F NAA50 PAIP2 PAIP1 EPM2A TAOK3 DUSP22 UBE2L3 SEPT11 MOGS STRADA CDC42BPG CDC42BPA PARP3 SMURF2 PARP4 SMURF1 PARP1 PARP2 CDC42BPB NUAK2 LDLR TSG101 UBE2G1 UBE2G2 TP63 CUZD1 EIF2A PMVK MMP24 YBX2 LNPEP MMP20 IL1RAP EEF2K APCS MTERF MRPL3 LYN TP53 EIF1B MMP15 CCT6A MMP14 MMP13 WAS MMP12 TTF2 LRPAP1 MMP11 INHBB INHBA EIF4A3 MMP10 CARD14 SIK2 PPEF2 EREG PPEF1 TRNAU1AP EIF4A2 MTRF1 IL12A MGEA5 TXK IL12B USP25 DOLPP1 FMOD APC2 NNAT ABI3 MKNK2 ABI2 MKNK1 ABI1 NECAB3 SF3B3 PET112 MTMR3 CCT6B SNRK MPDU1 MARS2 DAZL C2 USP33 MTMR7 PPP1R17 IL4 IL3 DAZ1 IL6 UPF1 IL5 IL9 ETF1 TRIM23 QPCT DUSP5 DUSP4 DUSP3 DUSP2 CSNK1D CSNK1E GSK3B WHSC1L1 ARAF DUSP9 LRP2 DUSP8 DUSP6 PRPF4B IL18 IDE HBS1L CXCL12 TGFB1 IL10 FNTB FNTA CSNK2A1 ATG7 TDGF1 DNAJC7 FBXO22 SAMD4A DNAJC1 EBI3 BCL10 MYO3A IL29 IL27 PTPRN2 IL20 EP300 RNF139 TESK2 VAMP3 STMN1 FBXO11 PHKA2 CCL2 UBE2V1 ST8SIA3 UBE2V2 ST8SIA2 MAPKAPK2 RABGGTA TTC1 FBXW7 PTK6 DNAJA1 FBXW2 AIMP1 DNAJA3 SDF2 EHMT1 MOB1B ICMT ATG3 FURIN NMT2 ATF6 IKBKE NMT1 DYRK1B ST8SIA4 DYRK1A DNAJB2 ABL1 ABL2 DNAJB6 HDAC6 PREX1 PINK1 SKAP2 CASP5 CASP6 WARS CASP3 PRMT1 PRMT2 CASP4 MAZ PKN3 PRMT7 PRMT8 PRMT5 CASP7 CASP8 CASP1 NRG1 MAN2B1 CASP2 ARL2 PPP2R1A PKN2 TBCE PKN1 NEK11 TBCA TBCD TBCC DDB2 ERN1 ERN2 MAPRE1 UBB AGER WASL TM4SF4 PPP2R2A TM4SF5 FKBP9 HS3ST5 FKBP6 FKBP5 FKBP4 BRSK2 EGLN2 BRSK1 STUB1 PAIP2B CD9 PRSS2 PRSS3 KDM4A DCLK1 OLR1 CEBPG CBL RAF1 BCS1L XPNPEP1 NCSTN ICK MMP23B BAX FAF1 ELANE DZIP3 AURKC AURKA CCT3 PRKG2 SLC35A1 PRKG1 PRKX PRKY PICALM WWP2 APOE WNK4 WWP1 KIFAP3 EIF1AX ERAP1 PSENEN ANAPC2 GTPBP4 BCR GJD3 ANAPC5 CD3E MATN1 ANAPC4 CDK12 WNK1 UBR3 WNK3 CD40 WNK2 PPARGC1A GLCE ERP44 CD37 CAMK4 UBR5 CAMK1 FBXL4 AMFR FBXL6 KAT2A EXT1 NEK4 NEK6 FBXL2 TPST1 TPST2 FARS2 KEL STK17B MME STK17A RIMS1 CD74 EPHB2 VRK1 ACE STX12 VRK2 FBXO6 FBXO3 FBXO7 PLAT MLL FBXO2 OXSR1 CCT7 EPHA5 CCT4 RPL18A EPHA8 SUPT16H GHSR CHAF1A CHAF1B ALG12 PLAU GRK1 COX11 ACVRL1 COX10 GJA1 GJA4 GJA5 PTEN ART1 SENP7 ART3 PDPK1 CHST12 CHST11 GPX3 CHST14 CHST13 COX18 FANCA COX15 FANCC CTBP1 PRG3 UFD1L VIL1 APTX RAD51 SIGIRR BLMH SENP1 FARSB MAP3K10 RPS4Y1 CTDP1 MAP3K13 MAP3K12 SERP1 MAP3K11 PREP PPP6C PARD3 FUT9 ATG12 FUT8 FUT7 FUT6 FUT5 EDEM1 GJC1 AZU1 STT3B CDK16 LPXN STT3A BCL3 FUT4 PEX14 PRKAA1 FUT1 PEX13 FUT2 PRKAA2 CDK17 APBA1 CD28 AGA CSNK1A1 FYB HCLS1 MSRB2 MSRB3 COG3 TP53RK COG7 CAPG PPP2R4 PTCH1 PTCH2 APBB1 COG2 MYOD1 OCLN MMP9 MMP8 MMP7 EIF5A SAE1 PRKCB TTN MMP3 MMP2 MMP1 TAPBP AIP PRKACB KAT8 KAT6B KAT6A ENDOU CSNK1G2 PICK1 ERP29 NAPSA NAPSB CLPX DSP CSNK1G3 CSTA ERC1 SEPT7 PPP5C SEPT9 CELA3A SSH1 SSH2 KATNB1 NEDD8 ITGB2 LMAN1 KARS NAA10 EIF3C IRAK3 EIF3D UBE2D3 EIF3A UBE2D2 EIF3B EIF3G EIF3H EIF3E EIF3F LMTK2 EIF3I EIF3J UBE2D1 STK38L GAL3ST1 PGGT1B P4HB EEF1A1 MRPS24 BMX FOXP3 BRCA1 LIN7A EIF4B PPIH ULK1 PPIA EIF4H GLMN SPCS1 PHEX UBE2E2 IL22RA2 UBE2E1 SEPX1 METAP1 METAP2 PRKAG1 RANBP9 ANG MKKS TNIP1 CHUK VCPIP1 ZW10 IRAK2 IRAK1 UBE2A PRKCI CHST3 PRKCH UBE2I PRKCG CHST4 CHST5 UBE2H MRPS7 PRKCE UBE2C ALK NLRP3 UBE2B PRKCD TYK2 UBE2N PRKD1 EVPL CHST7 CD80 UBE2K CHST9 CD81 CHST8 GHRL MDM2 DHPS MDM4 PRKD3 PRKCZ FRK MBL2 PPP4R2 UBE3A TNFRSF8 PRKDC HCFC1 HAT1 UBE3C TRIB2 TRIB1 ERCC8 MAP3K3 MAP3K2 CDK11A CDK11B TGM3 CAMK2B SCG5 HS6ST1 TGM5 YES1 CAMK2A SCO1 APC GEMIN5 IL2RB UBE4A METAP1D UBE4B SIRT4 SIRT5 SIRT6 PARK2 TUBGCP2 SIRT1 SIRT2 SIRT3 VWF TMEM48 PRLR MAPK8IP2 IRF4 BMPR1B POFUT1 IGFBP3 BMPR1A RPL18 RPL19 RPL14 RPL13 LTBP4 RP2 PGC RPL15 SH3BGR RPL11 TLK1 FAS TLK2 MAP2K6 SYK PTPRJ YARS PTPRM ROCK1 ROCK2 PTPRH KIAA1804 PTPRR EIF2S3 PTPRT PTPRU KAT5 PTPRO ST13 ADAMTS9 RPS19 RPS17 ST14 UBL4A RPS12 RPS10 ATPIF1 RPS11 SURF1 WFDC2 ADAMTS5 ADAMTS4 GGCX ERBB3 ERBB2 HFE PPT1 MTIF2 MTIF3 RPS27 CDC42EP2 TNKS CDC42EP5 MGAT4B MGAT4A NPLOC4 TGFBR1 PHB NIM1 RPS9 PCNP RPS5 UBA3 HGS C9orf3 TNK1 PAPPA2 TNK2 DPP3 SGSH LIMA1 SEPHS1 PDIA2 PDIA6 PDIA5 LATS1 LATS2 CFHR1 NOD2 MSRA POMGNT1 NOD1 NUBP1 MAPT TRPV5 CETP CSGALNACT2 SRPK2 CLN3 ARHGEF2 PEPD NDUFA13 SRPK1 NCK2 CCND1 MAST1 MAST2 CCND3 RPL41 CCND2 NCK1 NUP205 PFDN4 RPL3L CAND1 RUVBL2 TMSB4Y NSD1 CLN6 TUFM REPS2 NACA GPAA1 RPL35 PML RPL37 RPL38 RPL39 PCSK2 PCSK1 RPL30 NAGPA DGKD PTK2B RPL31 PPP2CA RPL34 PITRM1 PPP2CB PCSK9 WIPF1 PCSK6 HGFAC PCSK5 RASA1 RPL26 TNP1 RPL24 TMPRSS6 CAPN3 RPL28 SELS RPL29 NAE1 RPS6KA5 CCL11 MNAT1 RPS6KA4 LARGE NAA15 RPL22 RPL21 TCEB2 DPM1 HSPA4L NLRP12 DPM2 DPM3 SIK1 STK38 ZAK ATP6AP2 CAPZA2 STK36 BTRC TSPAN4 EIF5 CAPZA1 TNFSF15 TSPAN7 RPS6KB2 SLC7A9 TSPAN8 MIPEP SLC7A6 SLC7A7 VCL APOA4 APOA2 APOA1 DDX25 B3GALNT1 ST3GAL6 RPN1 CPA2 CPA3 EIF1 RPN2 CPA1 INSR MATK EGFR RET TWF1 TAZ HDAC10 ACTN2 HDAC11 SMARCE1 HSPB1 UBA52 STK16 TRAF1 TRAF2 PAM ACHE EID2 FGR STK11 STK10 ANLN TIMP1 UGGT1 ECE2 RPL7 RPL6 RPL9 RPL8 RPL3 HSPE1 DYRK3 RPL5 DYRK2 RPL7A TRAF7 RPL4 TRAF6 STK19 ANGPTL3 LIPT1 B4GALT7 NR4A3 TAF1 AIPL1 SMG1 RPL23A GLYCTK HSPBP1 LCN1 PLK4 PLK3 TSC1 VCP CDKN2AIP MYH11 MERTK CPB2 ASPRV1 CORIN NDST1 ALG1 ALG2 UCHL1 PEX6 PRDX4 DPH1 ALG5 ALG6 DPH3 ALG8 RPS2 FES RPS3 NDUFS7 CDC42 NDUFS5 ALAS2 NDUFS4 RPS3A CLCF1 NDUFS8 DLG4 NPC1L1 LOXL2 LOXL1 AKR1C1 IP6K3 SGK1 SGK3 MAN1A2 LIMK1 CDK9 MID1IP1 PADI4 SLC9A3R1 SLC9A3R2 HMGA1 PPM1G PPM1D ADRB2 ATG4D ATG4C CHRM3 ATG4B ATG4A CHRM1 LCK CDK2AP1 PPM1M CARM1 ACVR1 GALNT2 GALNT1 APH1A GALNT7 TCAP GALNT6 ADAMTS13 APH1B NFYC PPM1B NGLY1 IGF1R A1CF REN TOR1A A4GNT RNF144B NF2 PDF VHL HCK ASMT ANXA1 MAN1C1 TSSK1A TSFM JAK2 JAK3 MBTPS1 SYT1 EIF2C1 MRPL41 B3GALT5 B3GALT4 RNF217 PTPN22 PTPN21 CD2AP SHH HTRA2 PLOD2 COL4A3BP PLOD3 HRSP12 TRAK1 CFD EIF2B2 EIF2B3 EIF2B4 EIF2B5 MRPL52 MRPL51 CSGALNACT1 AARS PIM1 PIM2 BOLL UHRF2 HUWE1 RARS TBRG1 LAMC1 SRP72 HS3ST3B1 GCNT4 GCNT3 DAG1 IGF2BP2 STRADB PXK PIN4 UHMK1 PXN CDA MRPL55 ZMPSTE24 AGRN GAD1 GCNT1 BMP4 LCMT1 BMP1 PTPN18 CREBBP PTPN14 SMAD4 EPRS CDC23 PTPN13 SMAD3 CDC20 ABCG1 PTPN12 ADPRH CBLC AHSA1 ABCF1 GYPC SPG7 WASF3 KIAA0368 COPS5 WASF1 FASTK CCNT1 CAMKK2 BAG5 BAG4 ZFYVE9 BAG2 SIK3 ADAM10 ASTL THEG PSEN1 PSEN2 SIAH1 SIAH2 PMPCA USP7 SHFM1 RPL27A NFS1 AASS HPRT1 SUFU CLDN14 MRPL10 SUMO1 LECT1 SET SQSTM1 CHM SEPSECS PCMT1 QSOX1 RRBP1 PTPRZ1 MEX3B STAT1 EIF2B1 MIS12 MRPL23 TJP1 PSMD14 MAPK12 MAPK15 RBM14 LOR TUSC3 TLR1 TLR3 TLR4 UBQLN3 TLR6 TLR7 TLR8 TLR9 IL31RA DMPK SEP15 LOX SPN MTOR DARS SCUBE3 SCUBE1 SOCS1 FUT10 CDKL3 STK4 TRAT1 CDKL5 STK3 TPTE MAP4K3 MAP4K4 ADRM1 MAP4K5 CDKL1 RIPK3 PGCP RIPK4 KALRN FZR1 DERL2 SYVN1 DERL1 PPME1 ITLN1 MAP4K2 MAP4K1 ANAPC10 ANAPC11 LLGL1 SRC B3GNT5 CTRC PTPLA SFTPD RNF11 CLASP1 ERO1L IVL SRGN RNF14 CTRL PTPN7 PTPN6 PARD6B PTPN9 PTPN3 PTPN2 UST PTPN5 PTPN4 CD276 MALT1 PSMC5 PSMC4 AKTIP MYLK D2HGDH TLN1 TLN2 HPS4 TIMM50 AKT1 PIGK ACVR1B PIGF PAK2 HPSE PIGG GSN NAA16 TPP1 TPP2 PIGH POMT1 GOPC PIGB PIGC PAK1 CSK LTB AKT3 AKT2 PIGA CTSZ HSP90AA1 PIGZ CCDC88A PIGY ALDH5A1 CCDC88C PIGV PIGU MINK1 PIGT PIGS CTSS INHA DAPK2 DAPK3 PIGO DAPK1 STOM EIF4G2 CTSK EIF4G3 MAGT1 SBF1 TPPP HIPK3 CTSO CTSB KPNA3 CTSH CTSG CTSF ING5 ING4 SCARF1 CPZ GLRX2 SPRR2C KRT7 KRT1 PTPRB PTPRC ERG PTPRD TNXB LTK LIPA PTPRE B3GALT2 MUC20 ISOC2 CENPJ GSG2 GMFB GMFG SPRR1A L2HGDH SPRR1B TSSK2 KAT2B TSSK4 LIPC TSSK3 TSSK6 LIPE F2R
NEGATIVE_REGULATION_OF_CYTOKINE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CYTOKINE_BIOSYNTHETIC_PROCESS INHBB INHBA IL6 SFTPD NLRP12 BCL3 GHRL INHA FOXP3 ELANE GHSR SIGIRR
GLYCEROPHOSPHOLIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLYCEROPHOSPHOLIPID_METABOLIC_PROCESS IMPA1 GPAA1 PIP5K1A PTEN IP6K1 PIGK SERINC2 SERINC5 APOA1 PIGF PIGG PIGH LCAT SERINC1 PEMT PIGB PLA1A PIGC CETP PCYT1B IP6K3 AGPAT2 PIK3R1 PIGA IP6K2 AGPAT1 PIGZ PIGY PIK3C2A PIGV TAZ PIGU PI4KA SMG1 PIGT PIGS PI4KB PIGO PITPNM3 CD81 PI4K2A DPM1 DPM2 DPM3 PLA2G4C PLA2G4B
CELLULAR_MACROMOLECULE_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_MACROMOLECULE_CATABOLIC_PROCESS GNPDA1 BTRC PGD HNRNPD RNASEH1 RNF217 ISG20 MIOX CPA2 FBXO22 ANAPC2 ANAPC5 ANAPC4 UBR3 RNASEH2A GNS PGLS UHRF2 UBR5 MGAM FBXL4 AMFR XRN2 ALDOA FZR1 DERL2 DERL1 SYVN1 ALDOB PFKFB1 PABPC4 ANAPC10 NEDD8 HSPA1B CHIT1 ARIH1 UBE2D3 UBE2D2 RNF11 UBE2D1 FBXO7 NPLOC4 SMG6 SMG5 GUSB SMG7 CDC23 SMG1 CDC20 PCNP UBE2L3 PSMC5 VCP POP1 SMURF2 SMURF1 UBE2E1 KIAA0368 TSG101 UBE2G1 UBE2G2 AUH TREH ZFP36 ABCE1 UBE2A PFKL UFD1L UBE2I PFKM UBE2H HYAL4 UBE2C UBE2B UBE2K GAA ERN2 UBB SIAH2 UBE3A HK1 TKTL1 EDEM1 STUB1 SQSTM1 RNASET2 ECD USP33 RNF144B UPF2 RNASE2 RNASE3 UBE4A UBE4B RNASE6 PARK2 SELS GAPDHS GBA3 GBA2 PSMD14 GSPT1 PPP1R8 PYGB
MRNA_SPLICE_SITE_SELECTION http://www.broadinstitute.org/gsea/msigdb/cards/MRNA_SPLICE_SITE_SELECTION SRSF10 CELF1 SF1 SRSF1 SF3A2 SF3A1 SF3A3 SRSF6 SRSF5 SFSWAP SRSF9 SRSF12 SLU7
EXOCYTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/EXOCYTOSIS SNAP29 SEPT5 SYT1 CCL3 CPLX2 CPLX1 RABEPK CCL8 ARFGEF2 CCL5 RIMS1 ARFGEF1 RAB26 NLGN1 SCRN1 RPH3AL VTI1B LIN7A CADPS SCIN SYTL4 VAMP3 YKT6 PKDREJ AKAP3
SECOND_MESSENGER_MEDIATED_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/SECOND_MESSENGER_MEDIATED_SIGNALING F2RL3 GNA15 ADORA3 ADCY7 EDN2 LHCGR VIPR1 GHRHR BTK AGTR1 HTR1B PTGIR GALR1 MC1R LTB4R GALR3 GALR2 RGN PRKACB GLP2R BUD31 HTR1D LPAR2 LPAR3 HTR1F S1PR4 HTR1E EGFR C5AR1 NUDT4 PICK1 HTR4 TRAT1 SSTR4 CRHR1 PTHLH SSTR5 CRHR2 SSTR2 LAT2 PLCE1 SSTR3 SSTR1 HTR7 CCR3 CCR2 MC2R HTR6 GLP1R ACR DRD1 CCL2 GNAI3 ADORA2B GNAI2 DRD2 DRD5 ADCYAP1 ADRB3 P2RY6 P2RY4 CNR1 P2RY2 PLCH1 CNR2 P2RY1 ADRA2A TBL3 SPHK1 HOMER1 LAT RGS1 NPY AVPR1B LTB4R2 MTNR1B ADRA1B AVPR1A GRK5 CORT ADRA1D MTNR1A OPRM1 MCHR1 CCKAR TACR1 WASF2 GABBR1 GABBR2 CAMKK2 EDNRA EDNRB NDUFS4 ANG NMUR1 NMUR2 PTH1R MC5R CAP1 CALCRL XCR1 PLCB2 PTGER4 CCKBR SLA2 GRM5 GRM4 GRM3 CHRM5 ADRB2 GRM2 ADRB1 GNAQ GRM8 CHRM2 GHRH CHRM1 GRM7 GIPR GNAS TSHR PTAFR GAP43 PRKD3 PIKFYVE CALCR AVPR2 PARD3 OPRK1 NPY2R CCR1 FPR1 GCGR GPR3 CALCA AZU1 HRH1 HRH3 HRH2 MC3R PPAP2A CAP2 IL8 OPRL1 NF1 NPY1R CXCR2 CDH13 P2RY11 MC4R HTR2B NMBR OPRD1
G_PROTEIN_SIGNALING_COUPLED_TO_CYCLIC_NUCLEOTIDE_SECOND_MESSENGER http://www.broadinstitute.org/gsea/msigdb/cards/G_PROTEIN_SIGNALING_COUPLED_TO_CYCLIC_NUCLEOTIDE_SECOND_MESSENGER ADORA3 ADCY7 LHCGR VIPR1 GHRHR PTGIR HTR1B GALR1 MC1R GALR3 GALR2 GLP2R PRKACB HTR1D LPAR3 HTR1F HTR1E HTR4 CRHR1 PTHLH SSTR4 CRHR2 SSTR5 SSTR2 SSTR3 SSTR1 HTR7 CCR3 CCR2 HTR6 MC2R GLP1R ACR DRD1 GNAI3 CCL2 GNAI2 ADORA2B DRD2 DRD5 ADCYAP1 ADRB3 CNR1 CNR2 ADRA2A TBL3 RGS1 NPY LTB4R2 ADRA1B MTNR1B GRK5 CORT ADRA1D MTNR1A OPRM1 MCHR1 WASF2 GABBR1 GABBR2 EDNRA EDNRB PTH1R MC5R CALCRL CAP1 XCR1 PTGER4 GRM4 CHRM5 GRM3 ADRB2 GRM2 ADRB1 GRM8 GHRH CHRM2 GRM7 GIPR GNAS TSHR CALCR AVPR2 NPY2R OPRK1 CCR1 FPR1 GCGR GPR3 CALCA HRH3 HRH2 MC3R CAP2 OPRL1 NF1 NPY1R P2RY11 MC4R OPRD1
REGULATION_OF_GENE_EXPRESSION_EPIGENETIC http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_GENE_EXPRESSION_EPIGENETIC SLC50A1 DICER1 DMAP1 GPX1 EPC1 FOS DGCR8 DIRAS3 SMARCD1 GATAD2A H2AFY DNMT3B HELLS ATF7IP DNMT3A CREBZF PICK1 TRIM27 SIRT4 SIRT5 TNP1 ARID1A IGF2 HMGA1 SIRT1 ATRX HDAC5 H2AFY2 GLMN DNMT1
REGULATION_OF_INTRACELLULAR_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_INTRACELLULAR_TRANSPORT NCBP2 NFKBIE TNFSF14 CDH1 ABCA2 MXI1 UHMK1 TGFB1 BCL3 MDFI KHDRBS1 NUDT4 CRYAA CRYAB NF1 SMAD3 NLRP3 NFKBIL1 FLNA TONSL GSK3B NLRP12 FAF1 TRIP6 BARD1
SMOOTH_MUSCLE_CONTRACTION_GO_0006939 http://www.broadinstitute.org/gsea/msigdb/cards/SMOOTH_MUSCLE_CONTRACTION_GO_0006939 KNG1 PROK2 PLCE1 SMTN NMUR1 KCNB2 SPHK1 MYH11 ADRA1A CNN1 SOD1 NMU
SKELETAL_MUSCLE_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/SKELETAL_MUSCLE_DEVELOPMENT MYL6 KCNH1 MYOD1 MYEF2 CACNB2 TTN MYL6B CHRNA1 BOC IFRD1 COL4A4 BMP4 MYF6 FOXL2 TBX3 ACTA1 TAZ MYF5 NRD1 MYOZ1 MBNL1 CSRP3 KRT19 NOTCH1 MAPK12 SVIL MYH11 CACNA1H UBB ADAM12 IGFBP3
ENDOSOME_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/ENDOSOME_TRANSPORT STX5 EEA1 ABCA1 TINAGL1 M6PR VTI1A MON2 ANKRD27 ADRB2 SQSTM1 ZFYVE16 RAB35 LYST STX16 VPS4B RAB14 TOM1 RHOB BET1L DOPEY2 DOPEY1 GOSR1 YKT6
PROTEIN_AMINO_ACID_ADP_RIBOSYLATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_AMINO_ACID_ADP_RIBOSYLATION ART3 SIRT4 SIRT5 SIRT6 PARP3 PARP1 SIRT1 PARP2 ART1 SIRT3
BONE_REMODELING http://www.broadinstitute.org/gsea/msigdb/cards/BONE_REMODELING OSTF1 ACHE CASR STATH ZNF675 ATP6V1B1 GLI2 GLI1 AHSG CALCA DSPP TPP1 RUNX2 TWIST2 SRGN BMP4 KL IL7 COL13A1 DMP1 NF1 MGP CDK6 SPARC ANKH MC4R CARTPT ATP6V0A4 ACVR1
REGULATION_OF_CELLULAR_COMPONENT_SIZE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELLULAR_COMPONENT_SIZE ALS2 LIMA1 ARF6 CXCL12 LATS1 NEBL NCK2 CDC42EP2 GSN NCK1 CAPG TMSB4Y RASA1 CDC42EP5
PEPTIDYL_AMINO_ACID_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/PEPTIDYL_AMINO_ACID_MODIFICATION METAP1 TUSC3 METAP2 DPH3 IL31RA AKT1 PRMT7 PRMT8 CLCF1 NAA16 PRMT5 TDGF1 RPN1 EGFR LYN IL29 SOCS1 STK4 IL20 MAGT1 EP300 CD80 HIPK3 CD81 F2 IL12A MAP3K12 TPST1 TPST2 ABI3 MAP4K1 ABI2 ITGB2 ABI1 UHMK1 NAA10 STT3B STT3A NAA50 TNKS IVL IL3 P4HB IL5 NF2 PDF METAP1D HCLS1 CREBBP SMG1 STAT1 NAA15 GSK3B DYRK1A DPM1 DPM2 DPM3 KAT2B TNK2 ABL1 ABL2 IL22RA2 F2R
EMBRYONIC_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/EMBRYONIC_DEVELOPMENT BMI1 FGF8 LMO4 ARNT2 GLI2 ZIC1 LSR SHH TGFB2 RIPPLY2 TDGF1 CEP290 BCL10 NANOG ADAM10 NKX2-6 VANGL2 PTPRR UBR3 MBNL1 CDK5 SLIT2 SCEL EYA2 NCOA6 RIPPLY1 EGFL8 KIAA1217 TNFAIP1 CDK5R1 DSCAML1 TRIM15 T NPM2 RASA1 MDFI NAT8 MLL TBX3 NASP TBX5 SMAD5 FTO SMAD2 TBX1 SMAD1 CELSR1 RICTOR SOD1 RACGAP1 TINAG NOTCH4 PBX1 PTCH1 PBX3 NR5A2 KLF4 PBX4
POSITIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS NCK2 SORBS3 CDC42EP2 NF2 NCK1 MAPT KATNB1 ARF6 ARHGEF10L CDC42EP5
PROTEIN_AMINO_ACID_O_LINKED_GLYCOSYLATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_AMINO_ACID_O_LINKED_GLYCOSYLATION GALNT2 GYPC GCNT4 GCNT3 GALNT1 LDLR GALNT7 GALNT6 POMGNT1 POMT1 TRAK1 DPM1 DPM2 DPM3 OGT A4GNT POFUT1 GCNT1
REGULATION_OF_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION FGD2 ALS2 FGD1 RALBP1 NF1 ARHGAP27 ARF6 DMPK MFN2 NOTCH2 PLCE1 CDC42BPG TSC1 RASGRP4 RAC1 CDC42BPA ABRA ARAP1 ARAP3 FGD5 FGD6 CDC42BPB FGD4
CELL_PROLIFERATION_GO_0008283 http://www.broadinstitute.org/gsea/msigdb/cards/CELL_PROLIFERATION_GO_0008283 IL9R AIF1 OSMR PGF BTC CLK1 MXI1 SSR1 ISG20 CUL3 MAGED1 CUL2 CUL5 CDCA7 HTR1A CUL1 NAA35 SYK CRTAM CGRRF1 SKP2 MARK4 SSTR4 SSTR5 SIRPG SSTR2 NME2 SSTR3 ADAMTS8 SERPINF1 NME1 SSTR1 ADAMTS1 ATPIF1 MST1R EIF2AK2 MCTS1 ERBB4 ERBB2 RPS27 SLC29A2 CDC123 CKLF PEMT MTCP1 NUDC MKI67 KLF10 TGFBR1 KLF11 TGFBR2 SPHK1 DUSP22 GAS8 GAS6 RERG PCNA HGS AREG OPRM1 FGF6 FGF5 FGF7 ELF4 ELF5 NAP1L1 BNIPL EVI5 CREG1 MYC SERTAD1 FGF4 CDC7 CDC6 ARHGEF2 ARHGEF1 LYN TPX2 TP53 IL6R MXD1 MXD4 LRPAP1 CIAO1 NCK2 EREG NAB2 NCK1 TXN IL12B EIF5A2 ALOX12 CSF3 ZMYND11 TBC1D8 CSF1 POLA1 ABI1 PSPHP1 CCL23 PTK2B MAS1 BUB1 BUB3 IL4 IL3 IL6 IL8 IL7 IL9 TRIM27 IGF1 APPL1 APPL2 CLEC11A PLG CAPN1 CDH13 MNAT1 CCL14 LRP1 EPGN BNC1 ZNF259 IL2 LRP5 BMP10 LMO1 CNOT8 IL18 JAG2 TNFSF15 TNFSF13 IL15 ENPEP TNFSF12 RBFOX2 IL11 CXCL10 TGFB2 DAB2 CDKN2A CDKN2B CDKN2C CDKN2D TDGF1 TGFBI IL15RA IL1B S1PR3 S1PR2 EBI3 IL1A MATK EGFR BST2 IL29 IL27 NRD1 IL21 PA2G4 TCFL5 TIMELESS ACHE EID2 IFITM1 SIPA1 BMPR2 UBE2V2 SESN1 TIMP1 IL12RB2 IL12RB1 PRKRA ADRA2A AIMP1 B4GALT7 HELLS DNAJA2 TFDP1 FSCN1 CDKN1C EPS15 CDKN1A LAMP3 TSC1 S100B PLK1 ADRA1B FABP3 MYO16 ADRA1A FABP7 ADRA1D FABP6 E2F1 CDC14A BAP1 PAWR FES PRDX1 GPC4 WARS KIF2C NDUFS4 DKC1 PRMT5 DLG5 E4F1 FOSL1 RHOG DLG1 KIF15 CDK9 CDK6 CDK7 RPS4X CDK4 CDK5 CDK2 CDK3 HOXC10 PPM1D CHRM5 CHRM4 CHRM3 TNFSF13B CHRM1 MAPRE2 MAPRE1 TSHR TM4SF4 VIP NDN CTF1 NDP KITLG DEC1 TRAIP IGF1R TSPAN31 GPNMB FIGF NOX4 TCIRG1 COL4A3 KLK8 TNFSF4 FLT1 NF2 PDF VHL FLT3 FLT4 NF1 RAF1 CDC25C TNFSF9 CDC25A TNFSF8 CDC25B GCG CUL4A ELANE RARRES3 RARRES1 CADM1 EDN1 CDC16 CD47 DDX11 GAB1 INSIG1 CHRNA7 RAPGEF3 GTPBP4 CAPNS1 CD3E PIM1 TBRG4 VTI1B PIM2 DCTN2 VEGFB UHRF1 UHRF2 PRDM4 ALOX15B CD40LG TACSTD2 KRT16 UBR5 CD33 VEGFA TBRG1 MNT PDGFRA LAMC1 TGFB1I1 BIN1 ENPP7 CDK5R1 ELN CHEK1 CD70 EPHB4 CD74 MYT2 LIF TAL1 AGGF1 BAI1 LAMB1 COL18A1 CRIP1 SRA1 S100A11 SLAMF1 CDC27 NOTCH2 LAMA1 NPY NUP62 EPS8 ETS1 TCF19 IL5RA PYY UTP20 PDZK1 PRKRIR KLF4 DLEC1 PPARD NRP1 ACVRL1 LY86 BCAR1 ZEB1 GLI2 PTEN FLT3LG GLI1 GPX1 CGREF1 BLZF1 TNFRSF11A GFI1B CCL3L3 TGFA CYR61 CTBP1 CTBP2 RBBP4 CCKBR PRG4 CD160 ARTN CD164 RBBP7 CTNNBIP1 PROK2 MAP3K11 CXCL1 MIA BCAT1 USP8 CXCL5 PRTN3 EHF SFN NAMPT PDAP1 MIF ZFP36L2 SPEG CD24 QSOX1 CD28 PDS5B TBX3 TBX2 TBX5 NASP HCLS1 FZD3 CDKN3 EEF1E1 PTCH1 TOB2 TOB1 TUSC2 FGF18 STIL TSPO PDGFA DTYMK FGF10 EIF5A TTK VIPR1 FOXO4 IL31RA REG3A MS4A2 GLP2R IFRD2 ODZ1 LGI1 GNL3 TNFRSF17 PTHLH C6orf108 FGFR1OP EMP3 EMP2 EMP1 DERL2 LST1 TIPIN HDGF UMOD FTH1 REG1B REG1A CSE1L NPM1 SFTPD GML RUNX3 CSF1R TP53I11 GNRH1 CD276 BRCA2 FOXP3 BRCA1 CD274 GLMN CD79A LDOC1 SST BMI1 INSL4 IGFBP7 NR6A1 IGFBP6 CBFA2T3 CBFA2T2 ANG CDK10 PRL MT3 KHDRBS1 NANOG CCDC88A EGR4 INHA NOP2 MFN2 OSM PRKD1 SPDYA TNFRSF9 CD86 BTG2 BTG1 BTG4 SCIN CD81 BTG3 MDM2 GHRL BUB1B DHPS MDM4 ICOSLG ING5 ING4 FRK CKS1B TSPY1 TNFRSF8 SPOCK1 POU1F1 TRIB1 CALCA RASGRP4 CDK11B PTN KRT2 POU3F2 CDK13 KRT4 ING1 FGFBP1 THPO SCG2 APC STAMBP PTPRC ERF ERG IL2RA RACGAP1 CXCR2 ATP8A2 CKS2 IRF2 KAT2B MPL CHRNA10 IGFBP4
REGULATION_OF_BLOOD_PRESSURE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_BLOOD_PRESSURE UTS2 ACVRL1 PTGS2 CORIN ATP6AP2 CYP11B2 PTGS1 BRS3 NPR2 SOD1 GCGR CALCA CHGA RENBP ACE AGTR2 REN AGT CARTPT ERAP2 GNB3 NPPA
ESTABLISHMENT_AND_OR_MAINTENANCE_OF_CELL_POLARITY http://www.broadinstitute.org/gsea/msigdb/cards/ESTABLISHMENT_AND_OR_MAINTENANCE_OF_CELL_POLARITY PARD6B PARD3 CD3G CAP2 BRSK2 PRKCI CCL4 MARK2 SFRP5 CDC42 WNT1 ANK1 CRB1 MAP7 CAP1 CLASP2 SPN CDC42BPB DLG1
NUCLEOTIDE_EXCISION_REPAIR http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOTIDE_EXCISION_REPAIR POLL MMS19 RAD23B DDB1 RAD23A TP53 BRCA2 LIG4 XAB2 ERCC8 ATXN3 ERCC5 ERCC6 XPC DDB2 ERCC3 NTHL1 ERCC4 ERCC1 ERCC2
NEGATIVE_REGULATION_OF_RNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_RNA_METABOLIC_PROCESS FST TCEAL1 ZNF254 EPC1 SIN3A ZNF396 SUPT5H TWIST2 TWIST1 ZNF593 KDM5B ZHX1 ZHX2 MECP2 ZNF189 ZHX3 NR0B2 CSDA NR0B1 FOXN3 PA2G4 ZNF238 SMARCE1 TGIF1 PRDM1 EID1 HMGB1 VPS72 MEIS2 HEXIM2 DRAP1 HEXIM1 BCOR NKX2-5 TCF25 HELLS MDFI HMGB1P10 BMP2 KLF12 KLF10 KLF11 RYBP SMAD4 SMAD3 SMAD2 FOXP3 HDAC5 SMARCC2 JAZF1 SRSF12 DNMT1 RBPJ HDAC8 KLF4 E2F1 ZBTB32 PPARD RSF1 ARID4A E2F6 NR6A1 SPI1 TP63 ZNF202 CTCF ZEB1 PAWR GLI2 HSBP1 DAXX ZNF345 MEN1 GFI1B ZNF148 POU4F2 NFX1 ZNF281 ATF7IP LDB1 ARID5B SLA2 ARID5A NDUFA13 RB1 FOSB MXD4 NRIP1 CHMP1A BPTF ZNF136 RIPPLY1 MDM2 MDM4 CUX1 NSD1 ZFP161 SRSF10 GLIS3 ZMYND11 ING4 GLIS1 ZBTB16 ZNF177 ZNF174 ORC2 GATAD2A PEX14 BCL6 SUPT4H1 FOXD3 ENO1 TBX3 VHL TBX2 TRIM27 SIRT4 TNP1 SIRT5 ILF3 CBY1 PHF12 SNAI2 SIRT1 STAT3 ZNF157 IRF7 DR1 IRF8 IRF2 PHF21A CIR1
NEGATIVE_REGULATION_OF_DNA_REPLICATION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_DNA_REPLICATION CDC6 GTPBP4 ENPP7 NF2 GMNN S100A11 TIPIN RAD9A ATR CDT1 TSPYL2 CDC45 RAD17
REGULATION_OF_ENDOCYTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_ENDOCYTOSIS STON2 SPACA3 STON1 AP2S1 CBL ARF6 PPT1 LDLRAP1 AHSG AZU1 CDH13 GATA2 PACSIN3 ZFYVE16 RAC1 SFTPD
IMMUNE_SYSTEM_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/IMMUNE_SYSTEM_PROCESS AQP9 CADM1 IL6ST HDAC7 TPD52 SART1 MAP3K7 CD47 LTB4R SEMA7A ERAP2 IFNK SYK GTPBP1 IKBKAP CRTAM C5AR1 CD3D CD3E LIG1 NCF4 LIG3 COLEC12 GEM MYH9 THY1 CRHR1 CCR9 CCR8 LILRB2 SIRPG CCR6 RPS19 CCR5 CCR4 CD34 CD40LG CCR2 MADCAM1 IL1R2 CNIH HLA-DRB3 FCGRT CD74 IL17A IL17B INS CKLF ZAP70 BLNK ST6GAL1 TCF7 MLL NOTCH2 RGS1 ETS1 NOTCH4 CLEC7A TCF12 TM7SF4 IL27RA ELF4 BCAR1 LY86 IL28RA SPI1 BNIP3 ZNF675 ZEB1 SPINK5 CFHR1 HAMP IL4 SAA1 IL4R CEACAM8 SEMA3C DPP8 FCGR3A FCGR3B DPP4 SPACA3 LYN PRG3 GZMA CMKLR1 NFAM1 IL6R CD164 WAS INHBA NCK2 IL18BP EREG LAX1 NCK1 IL12A LRMP SEMA4D IL12B NHEJ1 RAB3D OPRK1 CCR1 CSF1 GPR65 ZBTB16 IL7R CCL27 MLF1 CCL26 AZU1 CCL24 CCL25 CCL22 CCL23 SNRK CCL20 CCL21 IL10RB XBP1 BCL2 FCGR1A DEFB118 CD22 CCBP2 CD24 C2 CD28 LY75 FYB IL6 IL8 IL7 HCLS1 CTLA4 CCL19 TBX1 SOD1 TRIM22 CCL18 CD1D PRELID1 FCGR2B FYN BNIP3L ATP6V0A2 IL2 IL16 IL18 MMP9 JAG2 VTN TLR4 TNFSF13 APOBEC3G FOXO3 IL15 VIPR1 APOBEC3F TLR7 CXCL12 TLR8 IL10 TGFB1 TGFB2 TAPBP IL31RA APOA4 APOA2 APOA1 NLRC3 GPR44 MS4A1 MS4A2 ACIN1 ODZ1 KAT8 EBI3 KAT6A GPR183 S1PR4 CIITA BCL10 POU2AF1 BST2 IL29 BST1 IL27 TAZ YTHDF2 TNFRSF14 SOCS5 IL21 TRAT1 IGSF6 LAT2 CST7 MNX1 CARTPT KIR2DL1 DEFA1 KIR2DL3 TNFAIP1 GBP2 TRAF2 CCL2 LST1 IFITM2 IFITM3 MAP4K2 MAP4K1 IL32 ITGB2 CX3CL1 DEFB127 CCL5 PYDC1 CCL4 FTH1 MIA3 DOCK2 PRKRA CNR2 SFTPD AIMP1 DYRK3 TRAF6 RUNX1 DEFB1 HELLS DEFB4A ARHGDIB MAFB CD276 MALT1 FOXP3 AIM2 HDAC5 LAT HDAC4 FCAR CXCL13 CD274 IKBKG RFX1 GLMN CD79B CD79A HDAC9 IFI6 PREX1 PAX5 SKAP1 PDCD1 MBP AKT1 CD97 CD96 CDC42 ACVR1B ALAS2 CXCR4 LTF NFIL3 PRL APLN CHUK KIRREL3 CCRL1 IK SIT1 PTGER4 SLA2 LDB1 CHST4 CDK6 IFI16 INHA CTSS NCR1 CTSW UBE2N TARBP2 ACVR2A CD83 CD86 C1QBP LCK SCIN NCOA6 CTSE CTSC TREM1 TREM2 PTAFR CTSG ICOSLG LCP2 PSMB10 MBL2 RAG1 RSAD2 PF4 TNFRSF4 CALCA HRH2 RASGRP4 FCN2 POU2F2 FCN1 CD2 KRT1 CD4 IL2RG MR1 SCG2 CD7 SECTM1 PTPRC IL2RA CEBPB CEBPG DEFB103A MAL CXCR2 GPI SP2 IRF8 ANXA11 OPRD1 DMBT1
TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/TRANSFORMING_GROWTH_FACTOR_BETA_RECEPTOR_SIGNALING_PATHWAY FMOD EID2 ACVRL1 LTBP2 SNX6 GDF5 STUB1 TGFB1 CITED2 FOXH1 MAP3K7 PEG10 FNTA CDKN2B ZFYVE9 LEFTY2 IL17F GDF9 SMAD7 TGFBR1 KLF10 SMAD4 CIDEA SMAD3 SMAD2 LEFTY1 CDKN1C HIPK2 GDF10 TGFBR3 TGFBRAP1 GDF15 ENG HPGD ACVR1 BMPR1A
ANATOMICAL_STRUCTURE_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/ANATOMICAL_STRUCTURE_DEVELOPMENT MEF2C MEF2B HRAS MEF2A GDA BTD PPP2R5D RORB MYLIP SART1 BTK CUL7 SH3GL3 BRAF PDPN LIG1 MYH3 UGCG LIG3 EOMES MYH7 MYH6 MYH9 MARK4 PROX1 THY1 MARK2 DOC2A SERPINF1 TAGLN FOXG1 ZNF384 SHOX PMP22 EIF2AK3 SH3GL2 SH3GL1 OSTF1 AMTN SERF1B CACNB2 ARF6 T ATN1 RAC3 KAL1 UPK1A RAC1 UPK1B IL17F ZAP70 SPP2 MOBP TAOK2 CYP46A1 NTF3 UPK3A SERPINI1 SMURF1 MAB21L1 MAB21L2 CDC42BPB FGF5 NEURL FGF8 FGF7 HTATIP2 ELF3 EZH1 TCOF1 SPI1 SCRG1 NMUR2 FGF1 FGF2 FGF3 GHR LYN EGFL7 ZNF141 WAS INHBA EREG LRMP FOXC2 FOXC1 IL12B SCML2 CSF1 SCML1 NNAT TRIM13 TRIM15 COL7A1 SNRK PKD2 PKD1 PAPSS1 PHLDA3 PAPSS2 C1GALT1 PPP1R17 WNT8B IL4 MYF6 IL3 IL8 LMX1B LZTR1 IL7 MYF5 NTNG1 NTNG2 IGF1 IGF2 PHYH CDH13 MEF2D ACCN1 EPGN STAB1 BNC1 FOXE1 AMOT WNT7A IL2 MPZL2 GRIK1 IL18 LMO4 TGFB3 PDX1 LRRC4C NR2E1 TGFB1 IL10 TGFB2 CXCL10 TDGF1 S1PR3 BCL10 STMN3 IL27 BAIAP2 ENC1 MGP NRD1 BICD1 IL20 EP300 TIMELESS MNX1 TFAP2B VAMP5 TFAP2A NFE2L1 SMARCA1 EDA SNTG2 FGD2 FGD1 CCL2 ADORA2A ST8SIA2 MDK CCL4 NR2C2 TEAD4 PCDHA10 PCDHA11 RPL10A EGF FGD5 FGD6 UPK2 FGD4 FKTN CCM2 FSCN2 MEA1 JRKL P2RX5 HDAC5 HDAC4 LYVE1 S100B ST8SIA4 DYRK1A MYO16 FABP1 SCN8A HDAC9 FABP7 FABP5 IER3 CELF3 PAX6 PAX5 PAX4 PAX3 PAX2 PAX1 MBP SPRY2 PCDH1 RNF103 PAX7 PAX8 TIE1 CNTN6 IFI16 HOXC11 HOXC13 GAA CNTN4 UBB NRGN CASQ2 RAG1 BRSK2 APLP1 COL9A1 CD9 COL9A2 AVIL CD4 CALML5 DKKL1 DCLK1 NOX4 EBP SECTM1 KLK7 KLK8 KL CEBPG KLK5 MAL COL5A3 FRZB COL5A2 BAX GDF11 GDF10 NELL1 FST LHCGR UTRN HIRA TPD52 MOG ATP2B2 DSPP ATXN10 APOE COL12A1 CEP290 ERAP1 RAB26 COL10A1 MATN3 CD3G CD3D VANGL2 KRT13 KRT10 SCEL FARP2 HES1 KRT19 KRT18 RND1 KRT17 ATP2C1 KRT16 KRT15 KRT14 VEGFA NPTN LRCH4 EXT1 EXT2 PNMA1 DEAF1 IQCB1 CDK5R1 KEL RBP2 HOXB13 EPHB4 EPHB1 EPHB2 AHSG SEMA5A TCF21 CRMP1 LHX1 LHX3 SMA4 LHX6 MAML3 OLFM1 BLNK COL18A1 IKZF3 MLL IKZF1 HPCAL4 FTO KRT31 CELSR1 KRT34 KRT35 KRT32 NCKAP1 DLX2 ATP2A2 DLX6 ETS1 DLX5 ETS2 GHSR TCF12 CLTCL1 TCF15 KLF4 NRP2 PCDHA6 PCDHA7 PPARD PCDHA8 ACVRL1 ARSE NRP1 PCDHA2 PCDHA3 PCDHA4 MYBPC3 PCDHA5 PCDHA1 GLI2 KCNIP2 PTEN SPINK5 CANX GLI1 AES GNPAT MKX SEMA3B CAP1 PCDHB9 PCDHB5 UFD1L PCDHB6 PCDHB3 PCDHB4 PCDHB2 ARTN NFAM1 AMIGO1 PROK2 SEMA4F NPPB CXCL1 PARD3 ETV7 RAB3D TH ZBTB16 AZU1 LY6H APBA2 VWC2 APBA1 CAP2 JARID2 HCLS1 NLGN1 NPR1 GJB5 NPR3 SNAI2 SOD1 GJB1 CD1D YWHAG YWHAH SVIL PHGDH NHLH2 PTCH1 PTCH2 ATP6V0A4 NHLH1 TMEM176B VLDLR MYOD1 NRTN CASR MMP9 FOXO3 FOXO4 TTN GDNF GHRHR PRKACG WNT1 PROP1 GATA6 ROBO1 GATA3 GATA4 ROBO4 PDGFC ROBO2 KRT85 LGI1 KAT8 IFRD1 KRT83 KAT6A LBX1 PICK1 FOXN1 MLXIPL CBLN1 CST6 LSAMP OPHN1 DSP NRSN1 EMP1 FGFR1 FGFR3 SSH1 NEDD8 GREM1 PCDHAC2 PCDHAC1 ITGAX HTT BMX ITGA2 FOXP2 SALL1 ITGA7 GLMN CYFIP1 CD79A SCMH1 CHRD POU6F1 AEBP1 POU6F2 DGCR2 ANG DGCR6 MKKS POU4F2 POU4F1 SRD5A2 MKL2 SHC3 BOC CHUK KIRREL3 ALX1 PRKCI DMRT1 DMRT2 DNAI2 ALK FSHR EYA3 EYA4 EYA1 EYA2 EVPL KRTAP5-9 BPTF SCIN ITGB1BP2 GHRL UTP3 KRT6A KRT6B UBE3A MTM1 NPTX1 COMP POU2F3 TGM3 TGM5 ERCC3 CRIM1 SCG2 ERCC2 ZBTB7B GLRB FOXL2 PARK2 SIRT2 ATXN3 MAP1S BMPR1B IGFBP3 IGFBP4 HCCS ALS2 HOXD13 L1CAM HDAC7 CITED2 FLI1 CTGF SYK PHOX2B PITPNM1 NME2 MSX1 RPS19 TRAPPC4 ATPIF1 TRAPPC2 ADAMTS4 ODAM NAGLU EMCN ERBB2 MYEF2 PPT1 HESX1 NPHP3 MUSK CDC42EP2 CDC42EP1 ARAP1 ARAP3 CDC42EP4 CDC42EP5 DMBX1 DVL2 DVL3 KLF10 PCNT SPHK1 MSTN TNNI3 PCDH18 DVL1 SHOX2 TRPS1 MAP7 TLL1 RTN4 KCNH1 LIMA1 HNF1B ZNF675 RTN1 DGCR14 DFNB31 DYNLL1 MAPT USH2A STS ARHGEF2 STX2 ACTA1 CMKLR1 PTF1A TLE3 TLE1 TLE2 GPR98 FLNA NAB2 KIAA1217 RAPGEFL1 CLN8 NHEJ1 CLN5 PCDHB15 FHL3 PML PCDHB14 PCDHB13 PCDHB12 ITM2B PCDHB11 PCDHB10 PCDHB16 COL6A3 PCDHB17 CSDE1 MAS1 PCSK9 ERVW-1 HSD17B3 RASA1 SIM1 SIM2 CES1P1 CAPN3 PLG RPS6KA6 RPS6KA3 LARGE ADAP2 HBEGF MPPED2 CTNS PES1 NR5A2 GFRA3 NR5A1 BMP10 CHERP HMGCR JAG2 TNFSF13 TNFSF12 ZIC1 ZIC2 VCL NRCAM ANK1 GPR45 APOA5 UNC5C SPON2 BPNT1 MATK RET TAZ SIX3 DLL3 SIX2 VAX2 ACTN2 SIX6 GPR56 SIX1 COL1A2 COL1A1 SLC40A1 ACHE DRD2 MRAS CNTFR EXTL1 ECE2 CRB1 DYRK3 ANGPTL3 ANGPTL4 ADAM23 NEUROG1 WHSC1 NEUROG3 ANKH NDUFV2 MYH11 CACNA1H ADAM22 ASPRV1 CORIN DUOX2 DUOX1 PRDX1 GPC4 CDC42 TRIM3 ALAS2 GPC3 NDUFS4 HEY1 PCP4 HEY2 DLG4 RHOB DLG1 LIMK1 OTX2 CDK6 MBNL1 NCL CDK5 CHRM3 NCOA4 CHRM2 CHRM1 LCK NCOA6 ACVR1 IRX4 ABLIM1 NDP CTF1 RNH1 TSHB PF4 DCN ALDH3A2 DCT MSX2 COL17A1 DNER PAFAH1B3 PAFAH1B1 FBN2 DCX COL4A4 COL4A3 PLP1 COL4A2 NF2 ALPK3 COL13A1 HCK NF1 FBN1 DPYSL5 DPYSL4 DPYSL3 RCAN1 DPYSL2 RCAN3 ANXA2 HEYL SMPD1 JAK2 APAF1 FEZ2 FEZ1 DMBT1 MRPL40 NOG CDX1 S100A7 SNCA AQP4 POSTN CD2AP ADORA1 SHH BDNF PLOD1 CHRNA4 CHRNA7 CHRNA1 PITX3 EIF2B2 EIF2B3 TWIST2 PITX1 EIF2B4 EIF2B5 TWIST1 PITX2 EFNB3 NKX2-6 MDGA1 MDGA2 EFNB2 C4orf6 TBR1 PRELP CD40LG EFNA5 LAMC2 LAMC1 KCNMB4 HOXA13 HOXA11 ELN ITGA11 IGF2BP2 IGF2BP3 TAGLN3 KCNMB2 MYT2 LAMB3 AGGF1 BAI1 AGRN LAMB1 IL1RAPL2 EMD NKX2-2 BMP4 BMP2 BMP1 TRPC5 ARFIP2 SMAD2 MYOZ1 EN1 MCAM CSRP3 NKX6-1 SFRP5 NOTCH3 LAMA2 NOTCH2 NOTCH1 LAMA3 SFRP1 NOTCH4 TMOD2 ENG LHB GYPC TM7SF4 SPG7 CDSN TNFRSF11B ALOX12B COL11A1 DNAJC19 DHCR24 CYR61 TBX10 FLOT2 RBM45 SLIT1 SLIT2 SLIT3 VCX3A SGCG ROD1 SGCD SIAH1 SGCE ADAM12 SGCA TBX19 SGCB SHROOM1 SHROOM2 SHROOM3 SHROOM4 STATH EHF COL2A1 SUFU MLF1 SPEG UGT8 LECT2 THBS4 FZD9 TBX6 NAT8 TBX3 PTPRZ1 NASP TBX5 TBX4 AFF2 TBX1 FZD2 FZD5 EIF2B1 STAT3 DKK3 COL19A1 MAPK12 CLEC3B CLEC3A DRP2 NEUROD2 PBX1 PBX3 CIT PBX4 FGF19 FGF18 FGF14 WFS1 FGF17 FGF16 ARNT2 CRABP2 FGF11 FGF10 FGF13 CSPG5 FGF12 ANKRD7 IL31RA GSTM3 ACIN1 ODZ1 SPN DSCAM SOCS5 MEPE NR0B1 STK4 TIMM8A NUMBL PTHLH PLCE1 GYLTL1B CARTPT KALRN PRPS1 MYL6 SRI WNT5A LST1 GCLC SOX3 ONECUT2 NINJ2 MAP4K2 MAP4K1 DSCAML1 NINJ1 ATP6V1B1 GCLM SOX8 HOXA4 B3GNT5 SFTPD CLASP2 RUNX1 RUNX2 SFTPB SRGN MEST PARD6B EVC MAFB CPNE6 DMP1 GSC2 TINAG GCM2 GCM1 HOXB5 LSR CRX GSS ACVR1B POU5F1 TPP1 PTH1R SOX15 KCNQ2 PRL SOX10 EGR3 CCDC88A EGR2 SOX13 ALDH5A1 NRXN3 SOX14 SOX11 LDB1 NRXN1 INHA ACVR2A SMTN NRL BTG1 BTG4 WNT11 NAIP GSTP1 CPM RTN4RL1 SPOCK1 POU1F1 CALCA KRT9 NPAS1 NPAS2 UTP11L HAND1 KRT5 MYL6B RASGRP4 HAND2 PTH MSI1 KRT1 PTN POU3F3 KRT2 KRT3 RTN4RL2 KRT4 PTS MYOC PTPRC DTX1 PLAC1 CENPF CBY1 SPARC RACGAP1 WNT2B GMFB PSPN SPRR1A CASP14 KCNN3 SPRR1B F2R
REGULATION_OF_T_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_T_CELL_PROLIFERATION IL4 PTPRC CD3E IL18 IL27 CD276 IL21 NCK2 NCK1 SFTPD GLMN IL12B CD24 EBI3 ICOSLG CD28
RNA_SPLICINGVIA_TRANSESTERIFICATION_REACTIONS http://www.broadinstitute.org/gsea/msigdb/cards/RNA_SPLICINGVIA_TRANSESTERIFICATION_REACTIONS SRSF10 CRNKL1 TRA2A CWC15 SNRPD1 SNRPD2 SRSF6 SRSF5 DHX38 SFSWAP SRSF9 USP39 DBR1 TRA2B GEMIN8 SCAF11 DDX20 GEMIN6 GEMIN7 GEMIN5 PRPF31 SRPK2 CELF1 SF1 SNW1 SF3A2 SRSF1 SF3A1 SF3A3 DDX39A SRSF12 SLU7 PHF5A GEMIN2 TXNL4A
DNA_RECOMBINATION http://www.broadinstitute.org/gsea/msigdb/cards/DNA_RECOMBINATION XRCC5 SMARCAD1 HMGB1 RAD51C XRCC3 BLM MRE11A RAG1 TNFSF13 CHEK1 UBE2V2 SPO11 IL7R SYCP1 TGFB1 RPA1 IGHMBP2 RAD21 RAD51B SETMAR RAD51D ERCC4 ERCC1 IL4 EXO1 MSH5 LIG1 MSH4 LIG3 TSN RAD52 RAD54L RAD50 BRCA1 ATM RAD51 ATRX UBE2N REC8 RPAIN CD40LG TEP1 RUVBL2 RAD54B DMC1 KPNA2 KPNA1
CELL_MATRIX_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/CELL_MATRIX_ADHESION PPFIA2 ACVRL1 PPFIA1 ITGA11 ITGA10 PTEN COL17A1 CDKN2A SORBS1 TMEM8B FXC1 PKD2 PKD1 ANGPTL3 THBS3 RASA1 PARVG NF2 TAOK2 COL13A1 NF1 ACTN1 ITGA2 ACTN2 CDK6 ITGA3 ACTN3 ECM2 THY1 CDH13 LYVE1 TSC1 FBLN5 ITGB1BP1 ITGA7 TESK2 SGCE ADAM15
PEPTIDYL_TYROSINE_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/PEPTIDYL_TYROSINE_MODIFICATION TPST1 TPST2 ABI3 ABI2 ABI1 ITGB2 IL31RA CLCF1 TDGF1 EGFR IL3 IL5 IL29 LYN NF2 HCLS1 SOCS1 STAT1 IL20 CD80 CD81 DYRK1A F2 IL12A TNK2 ABL1 ABL2 F2R IL22RA2
T_CELL_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/T_CELL_ACTIVATION CADM1 ELF4 IL18 JAG2 SPINK5 SART1 CD47 NLRC3 INS CD2 ZAP70 SFTPD CD4 CD24 EBI3 CD28 CD7 IL4 PTPRC CRTAM SIT1 CD3D CD3E IL7 SLA2 IL27 CD276 SOCS5 FOXP3 IL21 THY1 CD1D LAT NCK2 SIRPG LAX1 NCK1 LCK GLMN IL12B CLEC7A NHEJ1 ICOSLG IL2
G1_PHASE http://www.broadinstitute.org/gsea/msigdb/cards/G1_PHASE E2F1 TAF1 CDC6 CDC23 TBRG4 CDK6 RB1 FOXO4 CDC25C CDK2 CDKN1C PRUNE2 GFI1B CDK10 MAP3K11
CYTOKINE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CYTOKINE_BIOSYNTHETIC_PROCESS IL18 TLR1 TLR3 TNFRSF8 TLR4 TLR6 TLR7 TLR8 TLR9 AZU1 APOA2 NOD1 IL17F SFTPD BCL3 LTB EBI3 SPN CD28 IL4 BCL10 IL6 PRG3 IL27 CEBPG IL9 CD276 INHA FOXP3 SIGIRR INHBB INHBA MAST2 EREG NLRP12 GLMN GHRL IL12B IRF4 ELANE GHSR
POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION EGFR LAMA1 NME2 NME1 EPGN ERBB2 TGFA FGF10 LAMC1 LAMB1
ER_TO_GOLGI_VESICLE_MEDIATED_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/ER_TO_GOLGI_VESICLE_MEDIATED_TRANSPORT RAB2A NRBP1 LMAN2L BET1 USE1 LMAN1 ERGIC1 ERGIC2 ERGIC3 COG3 TMX1 STX18 SEC22A SEC22B GOSR2 SEC22C YKT6 ZW10
HISTONE_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/HISTONE_MODIFICATION EHMT1 PHB CREBBP HDAC10 HDAC11 PPARGC1A KAT5 SIRT2 RPS6KA5 UBE2N SET HUWE1 PRMT7 PRMT8 WHSC1L1 CARM1 RBM14 NSD1 KAT8 KDM4A KAT6B MAP3K12 KAT6A HDAC6
TRANSCRIPTION http://www.broadinstitute.org/gsea/msigdb/cards/TRANSCRIPTION SLC2A4RG XRCC6 MED24 HOXD13 MED23 RORB REST MED21 MED20 ZNF254 CITED1 CITED2 EPC1 TAF5L FOXF1 MED26 MED27 FOXF2 PQBP1 VPS4B ZNF396 PATZ1 IKBKAP ZNF45 PCBD2 RREB1 KDM5B RXRA KDM5A ZHX1 MED12 MECP2 ZHX2 ZHX3 MED14 MED13 HNF4G KAT5 NME2 ZNF238 PTRF HNF4A MED16 MED17 SMARCAL1 SHOX TGIF1 MYBBP1A TRAPPC2 ZNHIT3 CRTC1 ZNF76 NFKBIB MYEF2 XAB2 VPS72 FOXH1 HEXIM2 HEXIM1 PIR ZNF74 TCF4 VEZF1 TCF3 ARHGEF10L DMBX1 TCF7 UTF1 KLF12 KLF13 TGFBR1 MAP2K3 PHB KLF10 KLF11 ESRRG MSTN TFCP2 C19orf2 USF1 TRPS1 MZF1 PARP1 TAF1C HLF ELF1 HNF1B TAF1A ELF2 HNF1A HTATIP2 ELF3 ELF4 ELF5 EZH2 SPI1 TP63 ZNF345 DAXX YBX1 YBX2 ZNF350 NOD2 RRN3 ZNF148 HSF2 CREG1 ZNF146 BRD7 SPIB HSF4 MYC BRD8 TAF1L BATF3 ATF7IP ZNF281 MTERF BRF1 ZNF282 GMEB2 PTF1A GTF2H4 TP53 NDUFA13 TLE1 FOSB ZNF143 TTF2 FLNA JMY ARHGEF11 GTF2H1 MXD4 MYCN CIAO1 CARD11 INHBA EREG PFDN5 ZNF136 RUVBL1 NSD1 CLOCK ZMYND11 ZNF274 CREM PML ZNF367 NUFIP1 ZNF35 ZNF177 ZNF174 TADA2A PER1 LIMD1 SUPT4H1 TRIP11 FOXD3 TRIP13 ZNF263 IL4 MYF6 LMX1B TRIM29 MYF5 TRIM28 TRIM27 ZNF24 TNP1 ELAVL2 TRIM24 PHF12 TRIM22 TP73 ATRX RPS6KA5 MNAT1 ZNF157 TADA3 RPS6KA4 NAA15 PPBPL2 RBAK TCEB2 FOXE1 NARFL TCEB3 PHF5A TCEB1 NR5A2 FOXE3 NR5A1 MMS19 LMO4 STK36 TBP NR2E3 RBFOX2 TCEAL1 CBFB TGFB1 GTF2E1 GTF2E2 CDKN2A NLRC3 SMARCD2 MDFIC SMARCD3 SMARCD1 SCRT1 BCL10 ZNF593 POU2AF1 IL29 RELA HDAC10 ARID1A CSDA JUNB DDIT3 PA2G4 HIF1A EP300 SMARCE1 TIMELESS TCFL5 TFAP2B MNX1 SMARCA5 TFAP2A EDF1 NFE2L1 TFAP2C NFE2L2 NFE2L3 SMARCA1 EDA SMARCA2 HMGB1 EID1 EID2 CNBP HMGB2 CCRN4L LITAF UBE2V1 ABCA2 PYDC1 NR2C2 CXXC1 VDR TROVE2 TCERG1 MEIS2 SMARCB1 RPL6 SNF8 TEAD4 JUND TAF9 HELLS ZNF423 TFDP1 TAF2 TRIP4 EPAS1 CREBZF TAF5 TAF8 NEUROG1 BRIP1 UIMC1 ATF6 HDAC5 HDAC4 ATF5 ATF4 NRF1 HDAC2 GTF2F1 DYRK1B SMARCC1 PRKAR1A ATF7 SMARCC2 GTF2F2 HIVEP3 ABL1 IKBKB HDAC8 E2F1 E2F2 E2F3 RSF1 FOSL2 ARID4A E2F6 DEDD PAX5 DEK ZNF202 CTCF PAX3 PAWR PRDX3 PAX2 PTMA PAX1 TMF1 FEV MAX MAZ PAX8 LRRFIP1 NRG1 NFIL3 FOSL1 NFX1 PTGER3 SLA2 ARID5B ARID5A CDK9 RB1 ESR2 CDK7 HMGA2 HMGA1 PRPF6 TARBP1 TARBP2 NCOA6 ERN2 ZFPM2 UBB JMJD1C CARM1 ACVR1 BCLAF1 NFYC NFYB EGLN1 NFYA NR3C1 IVNS1ABP CALCOCO1 HIC1 TSC22D1 TFAM RGMB ORC2 TSC22D3 ECD CHD2 GTF3C6 CEBPZ CHD1 NFATC4 NFATC2 GTF3C2 NFATC3 GTF3C4 CHD4 CHD3 NFATC1 CEBPA MAF CEBPB CEBPD VHL NFRKB CEBPG CREB5 DRG1 PWP1 MED30 ID2 DBP ID1 ID4 ID3 CDX2 FST HIRA PTTG1 SIN3A WWP1 TRAK1 ABRA RARB IFNK SUPT5H TWIST2 PITX2 TWIST1 YY1 NKX2-8 TAF6L PPARGC1A PPARGC1B UHRF1 PIAS4 MTF1 PRDM4 ABT1 MNT TGFBRAP1 PRDM1 TGFB1I1 KAT2A SUDS3 DEAF1 ELL AFAP1L2 CALR PLAGL1 NR1H2 DRAP1 HTATSF1 MAML3 DUX1 BCOR TCF25 NKX2-5 MDFI NKRF KLF5 HMGB1P10 IKZF3 BMP2 KLF7 MLL KLF9 SUB1 MAML1 MAML2 CREBBP SMAD4 RYBP SMAD3 SMAD2 PMF1 UBP1 NOTCH2 POLRMT NR1I2 NUP62 RNF4 TCEB3B NOTCH4 JAZF1 SUPT16H TCF19 BMP7 RBPJ TCF12 ENG ZFHX3 NCOR1 KLF4 TCF15 BMP6 CCNT2 COPS2 PPARA ZBTB32 GTF3A PPARD ACVRL1 COPS5 TBX22 TBX21 PPARG CCNT1 NFKB1 ZEB1 NFKB2 HSBP1 GLI2 CAMKK2 GLI1 KCNIP3 ZBTB38 BLZF1 GFI1B ASH2L NR2F2 MSL3 SNAPC5 CCNK SNAPC2 TBX10 POLR1E ZNF354A CCNH SNAPC4 SNAPC3 POLR1C NFAM1 GTF2B MBD1 SCAP SIGIRR RBBP8 MED6 CTNNBIP1 MED7 MED4 CHMP1A GTF2I ASH1L RIPPLY1 SRCAP MAP3K13 TBX19 MED1 POLR2H POLR2G ETV7 POLR2F NMI POLR2E POLR2L POLR2K POLR2J POLR2I EHF ZBTB16 POLR2D POLR2C POLR2B SUFU MLF1 SUMO1 MRPL12 SQSTM1 NR1D2 LANCL2 GATAD2A MLLT1 BCL3 ETV1 PEX14 HSF2BP BCL6 MLLT6 POLR3G POLR3H POLR3K TBX3 TBX2 HCLS1 TBX5 AFF4 ILF3 POLR3C STAT1 SNAI2 STAT3 STAT2 SOD2 PREB YWHAH UBTF ILF2 YAF2 NEUROD2 PHF21A PBX1 PBX3 RBM14 APBB2 APBB1 CIR1 PBX4 HNRNPAB MYOD1 THRA ARNT2 CRABP2 FOXO1 APOBEC3G FOXO3 FOXO4 APOBEC3F GATA1 HOXC6 GATA2 ATOH1 GATA6 TARDBP GATA3 GATA4 HOXC5 TFB2M KAT7 KAT8 KAT6B GABPB2 KAT6A MYO6 FOXN1 ZNF189 ARNTL NR0B2 NR0B1 ELL3 TRERF1 FOXN3 AHR ELL2 ADRM1 IGSF1 TIAL1 ERC1 PPP5C GCLC TFAP4 SNX6 SOX5 ELK1 ELK3 NPM1 NKX3-2 BTF3 SKIL RUNX1 ATF6B RUNX2 RNF14 RUNX3 CREBL2 SREBF1 MAFF NFE2 SAP18 RNPS1 SNW1 GSC2 FOXP3 BRCA1 SREBF2 PPIE PSMC5 GCM1 DNMT1 RFX3 MAFA SOX21 POU6F2 NR6A1 FOXK2 BUD31 PDCD4 FUBP1 MEN1 FOS ACVR1B FUBP3 ANG POU5F1 NAA16 PCGF6 ATP8B1 POU4F2 SOX18 POU4F1 MKL2 ALX1 EGR1 KHDRBS1 ELP4 ELP3 NANOG ELP2 SP100 LDB1 SOX12 NLRP3 UBN1 MSC NRIP1 UBE2N CD3EAP PRKCQ ACVR2B BPTF ZMIZ2 NRL MDM2 MDM4 COMMD7 CUX1 ZFP161 SUPT3H GLIS3 ING4 TNF ING2 GLIS2 GLIS1 HCFC1 HCFC2 NFIX POU1F1 TCF7L2 CALCA TNFRSF1A NPAS2 ERCC6 HAND1 HAND2 POU2F3 POU2F2 PYCARD NFAT5 POU2F1 GFI1 ERCC3 APEX1 CAMK2A ENO1 ERCC2 ERF DTX1 SOX30 SIRT4 SIRT5 EDA2R CENPF CBY1 SIRT1 SIRT2 PSMG4 ATXN1 IRF9 SP1 SP2 IRF7 SP3 DR1 SP4 THRAP3 IRF8 ARHGAP35 IRF1 IRF2 IRF3 IRF4 NFIC TSSK4 CRK
POSITIVE_REGULATION_OF_CELLULAR_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELLULAR_METABOLIC_PROCESS AURKAIP1 XRCC6 RORB MED21 CITED2 EPC1 FOXF1 FOXF2 SUPT5H EIF2B5 PCBD2 RXRA KDM5A MED12 MED14 MED13 PPARGC1A BOLL PPARGC1B HNF4A MED17 CRTC1 ARF6 AFAP1L2 FOXH1 PLAGL1 CDC42EP2 MAML3 TCF4 TCF3 ARHGEF10L CDC42EP5 BMP4 UTF1 MAML1 MAP2K3 MAML2 CREBBP ESRRG MSTN SMAD3 SMAD2 NUP62 NOTCH4 TNK2 BMP7 BMP6 PPARA HNF1B ELF1 ACVRL1 HNF1A ELF4 SPI1 TP63 GLI2 GLI1 CAMKK2 ZBTB38 MAPT ATF7IP PRG3 LYN CCNH TP53 SCAP GTF2H1 RAD51 ARHGEF11 MED6 NCK2 INHBA CARD14 CCND1 EREG CCND3 CCND2 NCK1 IL12A IL12B NSD1 CLOCK MED1 CLN6 NUFIP1 EHF HPRT1 AZU1 MRPL12 SQSTM1 BCL3 DAZL SUPT4H1 FOXD3 CD28 IL4 IL3 DAZ1 IL6 IL5 TBX5 HCLS1 IL9 TRIM28 ILF3 TP73 GAPDHS MNAT1 YWHAH NAA15 ILF2 YAF2 FOXE1 PPP2R4 PHF5A RBM14 MMS19 HNRNPAB NCBP1 TLR1 ARNT2 FOXO1 EIF5A TLR3 TNFSF13 TLR4 FOXO3 TLR6 TLR7 TGFB1 TLR8 TLR9 IL31RA APOA2 MDFIC SMARCD3 ATG7 TDGF1 SMARCD1 GATA4 KAT8 SAMD4A SPN EBI3 KAT6B KAT6A EGFR BCL10 MYO6 IL29 IL27 ARID1A ARNTL ELL3 TRERF1 IL20 HIF1A TFAP2B SMARCA1 ITLN1 KATNB1 ELK1 ABCA1 DYRK2 EGF RUNX1 UBE2D1 ZNF423 EPAS1 TAF8 CD276 FOXP3 BRCA1 ATF6 ATF4 AKTIP SMARCC1 DYRK1B SMARCC2 HIVEP3 GLMN HSP90AB1 RSF1 CTCF CLCF1 ANG TPP1 NAA16 PAX8 MKL2 LTB EGR1 HSP90AA1 PRKCG CDK7 HMGA1 PRPF6 NRIP1 UBE2N BPTF CD80 ZMIZ2 TPPP NCOA6 CD81 UBB ACVR1 GLIS3 GLIS2 GLIS1 TNFRSF8 ARPP19 STUB1 TNFRSF1A RGMB NPAS2 ERCC6 NFATC2 ERCC3 ERCC2 DEFB103A CEBPG CREB5 PSMG4 SP1 GCK THRAP3 IRF4 ELANE
LEARNING_AND_OR_MEMORY http://www.broadinstitute.org/gsea/msigdb/cards/LEARNING_AND_OR_MEMORY KLK8 ADCY8 CRHBP NF1 S100B APOE FYN GALR3 GALR2 CRH DLG4 ACSL4 IL1RAPL1 VLDLR
S_PHASE_OF_MITOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/S_PHASE_OF_MITOTIC_CELL_CYCLE CHMP1A DDX11 POLD1 CDK2AP1 POLA1 MYO16 APBB2 RCC1 ABL1 APBB1
POSITIVE_REGULATION_OF_BIOLOGICAL_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_BIOLOGICAL_PROCESS RPL17 AURKAIP1 PGF BTC XRCC6 RORB MED21 SART1 CITED2 BTK SSR1 CUL3 MAP3K7 CUL2 EPC1 CUL5 MAP3K5 HTR1A FOXF1 FOXF2 FAS CUL1 CRTAM PCBD2 PDPN RXRA KDM5A MED12 MED14 MED13 MARK4 BCL2L11 THY1 MAPK1 SIRPG NME2 SSTR3 RPS19 NME3 SERPINF1 HNF4A NME1 IFNB1 MED17 MST1R MCTS1 UNC13B ORAI1 CRTC1 ERBB2 ARF6 PPT1 FOXH1 ADRB3 IFNA2 CDC42EP2 CDC42EP1 INS RAC1 CDC123 ZAP70 DIABLO ARAP1 TCF4 CDC42EP4 TCF3 ARHGEF10L CDC42EP5 UTF1 TAOK2 MAP2K3 TGFBR1 SPHK1 TGFBR2 TAOK3 ESRRG MSTN APOL3 EI24 TNK2 HNF1B ELF1 HNF1A HTATIP2 FGF7 SLC20A1 ELF4 SPI1 NAP1L1 TP63 BNIP3 DAXX CFHR1 NOD2 NOD1 MAPT TICAM1 TICAM2 TMEM101 MYC SERTAD1 FGF4 CDC7 ATF7IP AIFM3 AIFM2 LYN AIFM1 TP53 NDUFA13 FLNA ARHGEF11 GTF2H1 JMY INHBB CIAO1 NCK2 CARD11 INHBA CCND1 CARD14 CCND3 BNIP1 EREG CCND2 NCK1 RIPK1 IL12A IL12B EEF1D NSD1 CLOCK ALOX12 CLN6 CSF3 TBC1D8 CSF1 PML TRIM13 NUFIP1 SORBS3 PTK2B PPP2CA PLEKHG5 PCSK9 DAZL C2 SUPT4H1 FOXD3 IL4 IL3 DAZ1 IL6 IL5 IL8 IL7 IL9 TRIM28 IGF1 CLEC11A PLG TP73 CAPN1 CDH13 MNAT1 CCL14 NAA15 EPGN GSK3B BNC1 BNIP3L FOXE1 MC4R NLRP12 AMOT PHF5A HTR2B IL2 LRP5 BARD1 MMS19 NCBP2 NCBP1 SLC44A2 ZAK ATP6AP2 GRIK2 IL18 TSPAN6 TNFSF14 TNFSF13 IL15 TNFSF12 CRADD TGFB1 CXCL10 IL11 TGFB2 APOA2 NLRC4 CDKN2A CDKN2B MIER1 ADIG SMARCD3 MDFIC CDKN2C TIA1 ATG7 TDGF1 SMARCD1 APOA5 ZNF443 S1PR3 DAP BUD31 S1PR2 EBI3 SAMD4A GPR89A MATK EGFR BCL10 NUDT2 IL29 ACTN4 BST2 GOLT1B IL27 RELA STIM1 FADD ARID1A IL21 IL20 HIF1A MIB2 TFAP2B SMARCA1 TRAF2 ACHE LITAF ADAMTSL4 UBE2V1 ABCA1 CXXC5 CX3CL1 PYDC1 TIMP1 IL12RB2 PRUNE2 MIA3 IL12RB1 ADRA2A TRAF7 DYRK2 TRAF6 EGF ANGPTL3 TRAF5 ZNF423 TRAF3 DNAJA2 ANGPTL4 EPAS1 TAF8 TRADD CDKN1C ATF6 TRAF3IP2 IKBKE ATF4 CDKN1A TNFSF10 CDKN1B TSC1 PLK2 CDKN2AIP SMARCC1 DYRK1B IKBKG SMARCC2 HIVEP3 ABL1 TRIP6 ADRA1D RSF1 DEDD CTCF MUL1 CDC42 CASP6 CASP3 CASP4 NDUFS4 CLCF1 RPS3A HMOX1 CASP8 PAX8 RHOA RHOB RHOC NDUFS3 CASP1 FOSL1 RHOG IP6K2 PPP2R1A SLA2 NUSAP1 CDK6 CDK7 IFI16 CDK4 CDK5 HMGA1 CDK2 PRPF6 HOXC10 TARBP2 ADRB2 TNFSF13B CHRM1 LCK NCOA6 ERN1 ERN2 UBB TSHR ACVR1 DPF2 DCC VIP MAVS BCLAF1 CTF1 PPM1A EGLN2 ASNS CDH1 TRAIP STUB1 DPF1 IGF1R TMED4 RGMB REL SLC35B2 PRSS2 TSPAN31 CD2 NFATC2 FIGF COL4A4 TCIRG1 SECTM1 COL4A3 TNFSF4 FLT1 PDF NF2 KL FLT3 CEBPG FLT4 NF1 CBL CREB5 CDC25B TNFSF8 GCK CUL4A BAX FAF1 ELANE CADM1 VAPA VAPB FST EDN1 ADORA1 BAK1 CD47 MYD88 DDX11 APOE IFNG ABRA CHRNA7 IFNK SUPT5H EIF2B5 CAPNS1 CD3E TBRG4 CD40 PPARGC1A BOLL PPARGC1B C16orf5 VEGFB CD38 CD40LG ALOX15B ATP2C1 VOPP1 VEGFA NPTN LAMC1 NEK6 SIVA1 LALBA CDK5R1 STK17B AFAP1L2 CD70 CHEK2 STK17A TAB2 AHSG LIF PLAGL1 AGGF1 MAML3 LAMB1 BMP4 TP53BP2 LGALS1 MAML1 CREBBP MAML2 CIDEB NDFIP1 SMAD3 NDFIP2 CIDEA SMAD2 TPD52L1 ECM1 SLAMF1 LGALS9 CIDEC LAMA1 NOTCH2 RNF7 NPY NUP62 ETS1 ATP2A1 NOTCH4 IKBIP GHSR BMP7 BMP6 PPARA ACVRL1 NRP1 BCAR1 FASTK PPARG GJA1 GLI2 PTEN GLI1 ZBTB38 CANT1 FLT3LG CAMKK2 TNFRSF11A SAA1 TGFA TOP2A DEDD2 SPACA3 LTBR PRG3 CCKBR CCNH LGALS12 NFAM1 WLS LDLRAP1 SLIT2 SCAP RAD51 MED6 AMIGO1 GRM4 PROK2 ZDHHC17 TNFRSF10B ZDHHC13 MAP3K10 MED1 BID CXCL5 PRTN3 TFG FKBP1A EHF SFN HPRT1 NAMPT AZU1 MRPL12 SQSTM1 VWC2 BCL3 BCL6 CC2D1A CD24 CD27 CD28 TBX3 TBX2 HCLS1 TBX5 ILF3 BIRC5 SOD1 BIRC2 CD1D GAPDHS YWHAH ILF2 FYN YAF2 EEF1E1 BIK PPP2R4 RBM14 HNRNPAB FGF18 PDGFA TBK1 TLR1 ARNT2 TLR2 FGF10 EIF5A FOXO1 TTK TLR3 TLR4 FOXO3 PMAIP1 TLR6 VIPR1 TLR7 TLR8 TLR9 IL31RA SMNDC1 GATA2 TMEM9B CASP8AP2 ROBO1 GATA4 ROBO2 GLP2R ACIN1 MX1 KAT8 KAT6B SPN KAT6A MYO6 HRK SOCS5 ARNTL ELL3 STK4 TRERF1 TRAT1 STK3 PTHLH TRIM38 LAT2 FGFR1OP TIAL1 RIPK3 CARTPT RIPK2 PPP5C DERL2 SLC50A1 ITLN1 KATNB1 TIPIN RRAGA ELK1 REG1A NPM2 MTCH1 SFTPD RUNX1 UBE2D1 RUNX3 CFLAR CARD8 CARD9 HTT CD276 MALT1 FOXP3 BRCA1 AKTIP BBC3 GLMN CD79A PDCD5 SST PDCD6 PDCD7 DAP3 HSP90AB1 BMI1 HPS4 FASLG SHISA5 ACVR1B TPP1 BOK NAA16 PCBP4 ANG MKL2 LTB BOC LTA PIGA PRKCA EGR1 HSP90AA1 PIGY EGR4 NOL8 PRKCG INHA UBE2C DAPK2 PRKCE NLRP3 DAPK3 NCR1 ECT2 NOP2 NLRP2 NRIP1 DAPK1 UBE2N SPDYA ACVR2A TNFRSF9 ACVR2B CD86 CD80 BPTF BTG1 ZMIZ2 GHRH TPPP CD81 SCIN HIPK2 GHRL DHPS ICOSLG MBL2 GLIS3 TNFRSF25 GLIS2 GLIS1 TNFRSF8 HCFC1 ARPP19 CALCA TNFRSF1A UTP11L NPAS2 ERCC6 MAP3K3 RASGRP4 PTH KRT1 PYCARD TGM2 PTN CDK13 POU3F2 ERCC3 SCG2 ERCC2 STAMBP PTPRC DEFB103A EDA2R SAP30BP PSMG4 CASP10 CXCR2 SP1 THRAP3 PPP1R13B IRF4 BMPR1B IGFBP3 F2R
RESPONSE_TO_EXTERNAL_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_EXTERNAL_STIMULUS RP1 HRAS ADORA3 S100A8 AIF1 S100A9 HDAC7 ADORA1 CTGF LTB4R SERPINE1 CHRNA7 OGT SYK F12 F11R L3MBTL4 PLD1 C5AR1 F10 STC2 PIK3CB VPS45 F8 F9 F7 CD40 PLAUR SAG CCR9 MAPK1 PITPNM1 CCR8 SSTR2 CCR7 CCR6 CD36 RPS19 EIF2AK1 CCR5 F5 HNF4A SSTR1 CD40LG CCR4 CCR3 CX3CR1 CCR2 F2 TFPI STC1 PLA2G2E PLA2G2D GGCX TPST1 DCBLD2 GNAI2 ENPP1 PABPC4 HOXB13 AFAP1L2 AHSG F13B IL17C IFNA2 KAL1 RAC1 CKLF BLNK PLAT UNC119 TRPC3 MAP2K1 AGER S100A12 APOL3 TULP4 NPY CD59 FPR2 PARP4 GHSR PLAU GRK1 ABCF1 CCKAR FGF7 ACVRL1 GLRA1 ELF3 NUAK2 PPARG NFKB1 CFHR1 NOD2 NOD1 SAA1 IL1RAP CCL3L3 TRPV4 XCR1 FGF2 APCS CMKLR1 LYZ TP53 WAS SLIT2 SIGIRR INHBB INHBA PROK2 ALOX15 CHMP1A KLRG1 EREG ADM GNAQ GRM6 GIPR SPRR3 PLA2G7 CXCL1 SHROOM2 SHROOM3 NMI CXCL5 CCR1 CXCL2 C5 CXCL9 FPR1 GPR68 CXCL6 CCL28 GCGR CCL27 CCL26 MAGI2-IT1 CCL24 CCL25 CCL22 CCL23 CCL20 MEFV IL10RB CCL21 ALOX5AP PCSK9 PER1 CCBP2 C2 PTX3 LECT2 IL4 LY75 IL5 IL8 FADS1 IL9 CCL19 CYP4F11 SOD1 CCL16 TMPRSS6 CCL15 PLG CCL18 CCL17 CD1D CCL11 RPS6KA5 ORM1 CDH13 CCL13 MAPK14 AOX1 SELE ORM2 OPN4 F2RL2 F2RL3 F13A1 GNA12 PGLYRP1 IL13 NR2E3 CXCL11 MMRN1 CXCL12 TGFB1 IL10 TGFB2 CXCL10 GP9 NLRC4 PGLYRP4 CDKN2B CDKN2D PGLYRP2 PGLYRP3 APOA5 RALA S1PR3 SPN IL1A RELA CDO1 IL20 TNFAIP6 THBD RIPK2 CARTPT NFE2L1 DEFA1 CCL1 C3AR1 CCL3 ACHE CCL2 ADORA2A CCL8 ITGB2 ENSA ITGB3 CX3CL1 OPN1SW ABCA4 CCL5 LMAN1 MDK CCL4 CCL7 PDE6B DOCK2 MIA3 ALB SFTPD AIMP1 ENTPD1 DEFB1 DEFB4A SREBF1 ITGA2 HDAC5 HDAC4 CDKN1A LYVE1 CXCL14 CXCL13 LTB4R2 CACNA1F XCL1 HDAC9 SST RHO TACR1 CRP PRDX5 CXCR3 CD97 CCRL2 FOS CXCR4 AOAH MGLL LBP FOSL1 NFX1 CCRL1 IRAK2 KNG1 IL18RAP RALBP1 CHST2 INHA NLRP3 PROC GHRL PROS1 GAP43 PTAFR AOC3 MBL2 RTN4RL1 ASNS PF4 TNFRSF1A HRH1 RASGRP4 KRT1 NFATC4 GP1BA RTN4RL2 NFATC3 SCG2 NOX4 KLK8 GLRB CEBPB RNASE2 NFRKB NF1 ANXA1 C4BPB LEP VWF PPP1R9B CXCR2 CYBB PDC F2R
MITOTIC_SPINDLE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/MITOTIC_SPINDLE_ORGANIZATION_AND_BIOGENESIS KIF23 KIF11 PRC1 RAN TTK STMN1 SMC1A RCC1 SUN2 SMC3
AMINE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMINE_METABOLIC_PROCESS GNPDA1 CHIA SNCAIP B3GALT6 SLC7A8 SLC7A9 GGT1 SLC7A4 SLC7A5 SLC7A6 IDO1 SLC35A3 BBOX1 GLDC SLC7A7 TGFB2 FAH GOT2 ASPA GOT1 ST3GAL2 PLOD1 SCLY MAT1A ASMTL SULT1A1 ST3GAL6 SULT1A2 DDAH2 DDAH1 NANP ALDH6A1 YARS GATM DARS CSGALNACT1 AARS QDPR GGT5 CDO1 GLCE SARS2 GNS PYCR1 COLQ SULT1B1 HAS1 RARS EXT1 EXT2 GCNT2 GCLC GNE GLUD2 FARS2 GLUD1 PAH ASL NAGK GCLM EXTL2 KARS CHIT1 OAZ2 B3GNT8 ARG1 GAD2 OAZ1 ASRGL1 ALDH4A1 GCSH AIMP1 GAD1 B4GALT7 P4HB UAP1 GUSB SPHK1 SLC6A14 HGD ATF4 BAAT DIO2 SLC7A2 DIO1 FPGS SLC25A15 BCKDK AMT GSS WARS MCCC2 MSRA TYR XYLT1 HDC CHST12 CHST11 GSTZ1 CHST13 HPD PEPD PRG3 ALDH5A1 CHST2 CHST3 CHST4 CHST5 SLC3A1 HYAL4 DDO CHST1 CHST7 SDS CHST6 DHPS SMS AOC3 CLN6 BCAT1 ALDH18A1 GALNT5 UGDH NFS1 HPRT1 DCT GLS2 MTHFR B4GALNT2 ETNK1 MARS2 SULT1C2 PTS BCKDHA BCKDHB ADI1 LARGE SLC6A6 MAT2B GAMT SLC5A7
INACTIVATION_OF_MAPK_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/INACTIVATION_OF_MAPK_ACTIVITY GPS1 DUSP22 MBIP GPS2 DUSP2 RGS3 LAX1 RGS4 DUSP16 SPRED2 SPRED1 DUSP9 DUSP8 DUSP6
CERAMIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CERAMIDE_METABOLIC_PROCESS CLN3 SGPL1 CERS1 UGCG CERK NSMAF CERS5 NEU3 ASAH1 CLN6 ASAH2
WOUND_HEALING http://www.broadinstitute.org/gsea/msigdb/cards/WOUND_HEALING F2RL2 F2RL3 ACVRL1 F13A1 GNA12 MMRN1 TGFB2 GP9 SERPINE1 APOA5 KNG1 F12 L3MBTL4 F10 F8 F9 F7 WAS PROC CD36 THBD EREG HNF4A F5 GNAQ CD40LG F2 TFPI SPRR3 PROS1 GGCX DCBLD2 RTN4RL1 ADORA2A PABPC4 PF4 ITGB3 LMAN1 MAGI2-IT1 F13B MIA3 GP1BA RTN4RL2 ENTPD1 PLAT KLK8 NF1 ITGA2 C4BPB TMPRSS6 PLG VWF CD59 F2R
REGULATION_OF_NEUROGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_NEUROGENESIS RTN4 KLK8 NF1 LRRC4C SLIT2 THY1 AMIGO1 YWHAH SERPINF1 ROBO1 APOE MAPT NPTN ROBO2
TRANSCRIPTION_INITIATION_FROM_RNA_POLYMERASE_II_PROMOTER http://www.broadinstitute.org/gsea/msigdb/cards/TRANSCRIPTION_INITIATION_FROM_RNA_POLYMERASE_II_PROMOTER E2F2 E2F3 MED24 TBP MED23 GTF2E1 GTF2E2 MAZ MED26 MED27 TAF2 TAF5 MED12 CDK9 MED14 MED13 CDK7 PPARGC1A MED7 MED4 MED30 MED16 GTF2I GTF2F1 MED17 GTF2F2 THRAP3 NCOA6 MED1
CARBOHYDRATE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CARBOHYDRATE_METABOLIC_PROCESS CHIA GNPDA1 B3GALT6 PGD SLC35A1 CNOT7 SLC35A2 PDHB SLC35A3 SLC2A8 SLC2A5 ST3GAL2 SLC2A4 ST3GAL5 SLC2A2 MIOX ST3GAL6 AKR7A2 INSR NANP IDUA IRS2 CSGALNACT1 FBP1 FBP2 PPARGC1A GLCE DHDH GNS MGAT1 PGLS NNT HAS1 MGAM HAS3 NEU3 EXT1 EXT2 HS3ST3B1 ALDOA PHKA2 ME1 LALBA GCNT4 ME3 GCNT2 TALDO1 GNE ALDOC ALDOB PFKFB1 ST8SIA1 ST8SIA3 ST8SIA2 NAGK EXTL2 CHIT1 ADRB3 B3GNT8 GAD2 INS IL17F IDH1 GYS2 DYRK2 TFF1 SPAM1 B4GALT7 GAD1 FH B4GALT1 ST6GAL1 UAP1 ST6GAL2 GUSB EPM2A GALT IDH3B B3GAT2 B3GAT1 ATF4 SLC25A10 ST8SIA4 ST8SIA5 ALDH2 CHST15 FPGT SGSH SLC5A2 NDST1 ALG1 MAN1B1 PTEN ACOT4 ACN9 ST6GALNAC6 SHPK XYLT1 HPSE CHST12 POMT1 CHST11 CHST14 CHST13 TREH CSGALNACT2 SPACA3 ACO2 PFKL ACO1 CHST2 CHST3 CHST4 PFKM CHST5 HYAL4 PIGQ PMM2 CHST1 G6PD CHST7 CHST6 CHST9 CHST8 GAA AMY1B UGP2 XYLB CLN6 HS3ST5 FUT9 FUT8 GALNT7 GALNT5 FUT5 UGDH HK1 ARPP19 TKTL1 GALK1 NAGPA LECT1 AKR1A1 MPDU1 ECD FUT3 B4GALNT2 FUT4 HS6ST1 FUT1 TSTA3 FUT2 A4GNT B4GALNT1 PDK1 PDK2 GMDS PDK3 PDK4 BRS3 ACLY GYG2 GAPDHS GBA3 SDHA SDHB GBA2 PYGM GCK GLA LARGE GFPT1 GSK3B SDHC AKR1B1 GFPT2 SDHD IPPK COG2 PYGB
COAGULATION http://www.broadinstitute.org/gsea/msigdb/cards/COAGULATION F2RL2 GGCX F2RL3 HS3ST5 ADORA2A F13A1 GNA12 PABPC4 PF4 ITGB3 MMRN1 LMAN1 MAGI2-IT1 GP9 F13B SERPINE1 GP1BA ENTPD1 KNG1 PLAT F12 L3MBTL4 F10 F8 ITGA2 F9 C4BPB F7 TMPRSS6 WAS PLG PROC VWF CD36 THBD GNAQ F5 HNF4A CD40LG CD59 F2 TFPI PROS1 F2R
BODY_FLUID_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/BODY_FLUID_SECRETION GUCA1B KNG1 VIP COPA CEL SLC22A4 SLC34A1 NPR1 NPPB SLC22A2
MACROMOLECULAR_COMPLEX_DISASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/MACROMOLECULAR_COMPLEX_DISASSEMBLY UPF1 MTERF TNP1 ETF1 MTIF3 HMGA1 TTF2 IRAK3 SET MAZ SMARCE1 MTRF1 HRSP12 SUPT16H NRG1
RESPONSE_TO_UV http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_UV BRSK1 ERCC8 GPX1 ERCC5 ERCC6 MC1R CDKN2D BCL3 SERPINB13 ERCC3 ERCC4 IVL FEN1 ERCC2 REV1 RELA UBE4B GTF2H2 RPAIN POLD1 DDB2 IL12A MAPK8 SCARA3 IL12B ELANE
RESPIRATORY_GASEOUS_EXCHANGE http://www.broadinstitute.org/gsea/msigdb/cards/RESPIRATORY_GASEOUS_EXCHANGE COX11 CYSLTR1 ELN CFTR BPGM COX5B EDNRA UCP3 PPBPL2 HNMT TMPRSS11D CSF2RB SFTPB COX15
NEGATIVE_REGULATION_OF_BINDING http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_BINDING MDFI GTPBP4 RSF1 CEBPG EGLN1 FOXP3 NLRP3 PYDC1 FLNA SIGIRR SUMO1 CDKN2A ID2 ID1 NARFL PEX14 ID3 COMMD7
NEGATIVE_REGULATION_OF_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_METABOLIC_PROCESS FST ZNF254 EPC1 SIN3A WWP1 ZNF396 SUPT5H TWIST2 TWIST1 GTPBP4 KDM5B ZHX1 ZHX2 MECP2 ZHX3 RAD9A EIF2AK1 PIAS4 ZNF238 BACE2 TGIF1 PRDM1 EIF2AK3 SUDS3 ENPP7 VPS72 NR1H2 HEXIM2 INS DRAP1 HEXIM1 CDA BCOR TCF25 NKX2-5 MDFI NKRF DMBX1 HMGB1P10 BMP2 KLF12 PAIP2 PHB KLF10 KLF11 RYBP SMAD4 S100A11 CIDEA SMAD3 SMAD2 ATR UBP1 NR1I2 JAZF1 SRSF12 RBPJ GHSR KLF4 ZBTB32 LIMA1 PPARD SPI1 TP63 ZEB1 TERF2IP HSBP1 GLI2 ZNF345 DAXX CDT1 ZNF350 GFI1B ZNF148 ZNF281 ATF7IP CDC6 ARHGEF2 PRG3 NDUFA13 TLE1 FOSB MXD4 SIGIRR INHBB EIF4A3 INHBA CHMP1A EREG GRM8 ZNF136 RIPPLY1 TMSB4Y NSD1 ZMYND11 PML ZBTB16 ZNF177 ZNF174 SUMO1 SET CDC45 LANCL2 GATAD2A PER1 BCL3 PEX14 BCL6 SUPT4H1 FOXD3 IL6 TBX3 TBX2 GMNN ZNF24 TRIM27 TNP1 ILF3 PHF12 SOD1 SNAI2 STAT3 ZNF157 GLA YAF2 CAPG NLRP12 PHF21A PPP2R4 APBB1 CIR1 RBFOX2 TCEAL1 IL10 TGFB1 APOA2 CDKN2A CDKN2B CDKN2C CDKN2D KAT8 KAT6B DNAJC1 KAT6A ZNF593 SOCS1 ZNF189 NR0B2 CSDA NR0B1 FOXN3 TRAT1 PA2G4 SMARCE1 TIMELESS RAD17 HMGB1 EID1 EID2 GCLC SNX6 TIPIN KATNB1 ELK3 TIMP1 VDR MEIS2 SFTPD CLASP1 RUNX2 HELLS ZNF423 CREBZF SNW1 FOXP3 FURIN UIMC1 BRCA1 HDAC5 CDKN1A CDKN1B TSC1 SMARCC2 DNMT1 RFX3 PDZD3 HDAC8 E2F1 RSF1 ARID4A E2F6 DEDD NR6A1 ZNF202 CTCF PAWR PDCD4 MEN1 CDC42 GSN PCGF6 ATP8B1 POU4F2 NRG1 NFX1 KHDRBS1 LDB1 ARID5B SLA2 ARID5A PRKCG MID1IP1 RB1 INHA NRIP1 BPTF ERN2 GHRL MDM2 MDM4 MAPRE1 CUX1 COMMD7 ZFP161 SRSF10 GLIS3 ING4 BCLAF1 TNF GLIS2 GLIS1 PAIP2B CALCA ORC2 TSPYL2 POU2F1 ERCC4 ERCC1 TERF2 APC ENO1 NF2 VHL SIRT4 CENPF SIRT5 CBY1 SIRT1 SIRT2 ATXN1 GCK ID2 ID1 DR1 IRF7 IRF8 ARHGAP35 IRF2 ID4 ID3 ELANE IGFBP3
PHOSPHOLIPID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PHOSPHOLIPID_METABOLIC_PROCESS IMPA1 SGMS2 SGMS1 PIP5K1A PTEN IP6K1 PIGK APOA1 PIGF PIGG LCAT GPX4 PIGH PIGB PIGC PLA1A CETP PCYT2 PLCB2 IP6K3 AGPAT2 AGPAT1 IP6K2 PIGA CLN3 PIGZ PIGY PIK3C2A TAZ PIGV PI4KA PIGU LGALS13 PIGT PIGS PI4KB CHPT1 PIGO PITPNM3 PRDX6 CD81 PI4K2A PLA2G6 PLA2G2E PLA2G3 PLA2G2D CLN8 PLA2G5 PGS1 ENPP7 GPAA1 APOC2 PLAA SERINC2 SERINC5 LPCAT1 DGKE SERINC1 PEMT ETNK1 PLCD1 PCYT1B PIK3R1 LPL FADS1 SMG1 DPM1 DPM2 DPM3 PLA2G4C PLA2G4B SMPD4 SMPD3 SMPD2
RESPONSE_TO_IONIZING_RADIATION http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_IONIZING_RADIATION XRCC4 BRCC3 IKBIP PML TOPBP1 BRSK1 LIG4 XRRA1 NHEJ1 ATM
POSITIVE_REGULATION_OF_JNK_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_JNK_ACTIVITY MDFI DBNL ZAK KIAA1804 PTPLAD1 MAP4K1 PKN1 TLR6 DAXX MAP3K6 MAP4K5 MAP3K5 MAP3K2 MDFIC MAP3K9 MAP3K10 PAK1 MAP3K11
REGULATION_OF_JAK_STAT_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_JAK_STAT_CASCADE LYN IL29 NF2 CLCF1 HCLS1 SOCS1 IL12A PIGU HGS IL22RA2 IL31RA IL20
TRANSITION_METAL_ION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/TRANSITION_METAL_ION_TRANSPORT ATP7A SLC11A2 ATOX1 SLC30A5 HFE CCS SLC31A2 SLC40A1 SLC31A1 COX17 SLC39A2 ATP7B
NEUROGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/NEUROGENESIS RTN4 ALS2 NRP2 NRTN NRP1 POU6F2 LRRC4C GLI2 PAX2 KCNIP2 RTN1 GDNF SHH TGFB2 NRCAM ATP2B2 ROBO1 APOE MAPT SEMA3B ROBO2 POU4F1 UNC5C SPON2 EIF2B2 EIF2B3 EIF2B4 EIF2B5 NRXN3 BAIAP2 LDB1 MDGA1 OTX2 PICK1 MDGA2 ARTN CDK6 NRXN1 SLIT1 CDK5 SLIT2 THY1 FARP2 AMIGO1 RND1 SERPINF1 SEMA4F BTG4 NPTN TRAPPC4 OPHN1 GHRL CNTN4 SIAH1 UBB SMARCA1 CLN5 CDK5R1 PARD3 LST1 RTN4RL1 BRSK2 PPT1 AZU1 KAL1 BAI1 KRT2 VWC2 PCSK9 RTN4RL2 AGRN LAMB1 PARD6B KLK8 LMX1B NF2 DTX1 NF1 DPYSL5 NTNG1 NLGN1 NTNG2 SOD1 RACGAP1 EIF2B1 YWHAG YWHAH S100B MAP1S CYFIP1 CIT FEZ2 FEZ1
RESPONSE_TO_RADIATION http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_RADIATION XRCC4 RP1 ZAK COPS3 NR2E3 GPX1 MC1R CDKN2D BRCC3 REV1 FECH RELA TOPBP1 LIG4 XRRA1 GTF2H2 SAG PITPNM1 PNKP PPM1D RPAIN GRM6 IL12A DDB2 MAPK8 IL12B DYNLRB1 NHEJ1 CLOCK PML OPN1SW BRSK1 ABCA4 PDE6B ERCC8 ERCC5 ERCC6 BCL3 SERPINB13 ERCC3 ERCC4 IVL FEN1 ERCC2 UNC119 TRPC3 NF1 UBE4B ATM CCL11 POLD1 IKBIP PDC SCARA3 CACNA1F ELANE SMC1A OPN4 GRK1 RHO
REGULATION_OF_CELL_CELL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_CELL_ADHESION CD47 SIRPG GTPBP4 CDKN2A ACVRL1 NF2 B4GALNT2 CX3CL1 PTEN RASA1
POSITIVE_REGULATION_OF_CELL_MIGRATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELL_MIGRATION EGFR CDH13 MIA3 BCAR1 TDGF1 SPHK1 AMOT TRIP6 LAMB1 ANGPTL3
GLAND_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/GLAND_DEVELOPMENT TBX3 ELF3 ERBB2 NF1 TBX1 NR0B1 GLI2 MDK SHH GCM2 NOTCH4 TDGF1 FOXE1
REGULATION_OF_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS LIMA1 KATNB1 ARF6 CXCL12 LATS1 CDC42EP2 SORBS3 CEP250 GSN MAPT ARAP1 CLASP1 CLASP2 RASA1 ARHGEF10L CDC42EP5 APC ARHGEF2 CCDC88A NF2 CRIPAK MID1IP1 NEXN NEBL NCK2 TSC1 NCK1 CAPG TMSB4Y MAPRE1
CHEMICAL_HOMEOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/CHEMICAL_HOMEOSTASIS GNA15 SLC9A7 CASR ATOX1 F2RL1 CD52 CXCL12 APOA4 AGTR1 BAK1 APOA2 APP APOA1 SLC2A4 APOE LCAT GALR2 APOA5 RGN S1PR3 CHRNA7 SLC4A1 BUD31 CHRNA1 LPAR2 LPAR3 FTL S1PR4 C5AR1 SLC34A3 THY1 CCR9 CCR8 NPC1 PLCE1 CCR7 NPC2 HIF1A CCR6 CCR5 RHCG CCR4 ATP2C1 CCR3 CCR2 CARTPT STC1 SLC40A1 GLP1R SRI CCL1 KCNMB3 C3AR1 KCNMB4 CAV1 CCL3 DRD1 CLCN3 CCL2 DERL1 CYSLTR1 HFE PPT1 ABCA2 BDKRB1 BCL2L1 BDKRB2 ABCA1 ATP6V1B1 CALR CCL5 FTH1 CCL7 KCNMB2 P2RY4 P2RY2 SLC30A5 ANGPTL3 RPS6 ABCG1 ATP7A CD55 GCM2 SLC4A11 CXCL13 AVPR1B AVPR1A XCL1 CACNA1C CACNA1A IFI6 GRK1 SLC9A1 ATP7B CCKAR MCHR1 HNF1A GLRA1 BNIP3 CXCR3 EDNRA FXN SAA1 CXCR4 NMUR2 TRPV4 CETP XCR1 MYC NDUFS1 AKR1C1 KNG1 CLN3 AIFM3 CCKBR TARBP2 PROK2 LCK NPPB GHRL CLN5 CLN6 CLDN16 TFR2 CCR1 TAC1 EGLN1 CALCA CALCB CCL23 BCL2 PCSK9 CD24 PTPRC OPRL1 ATP1A3 MTL5 CCL19 ATP1A4 NPR1 ATP1A1 ATP1A2 SOD1 RHAG CCL15 TMPRSS3 CCL11 CCL13 CCL14 GCK HPX BAX MT2A NARFL CP
REGULATION_OF_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_METABOLIC_PROCESS AURKAIP1 HNRNPF MED23 RORB REST MED21 MED20 EPC1 MED26 FOXF1 FOXF2 MED27 PQBP1 VPS4B ZNF396 PATZ1 IKBKAP PCBD2 RREB1 KDM5B KDM5A MED12 MECP2 MED14 MED13 NPC2 EIF2AK1 MED17 BACE2 EIF2AK3 MYBBP1A EIF2AK4 CRTC1 ARF6 VPS72 FOXH1 INS IL17F PABPC1 PAIP2 PAIP1 ESRRG C19orf2 ATR ELF1 HTATIP2 ELF2 ELF4 EZH2 SPI1 TP63 EIF2A DAXX ZNF345 YBX2 ZNF350 ZNF148 ZNF146 BRD7 SPIB TAF1L BRD8 ATF7IP LYN TP53 EIF1B ZNF143 ARHGEF11 MYCN INHBB CARD11 EIF4A3 INHBA CARD14 EREG TRNAU1AP MTRF1 ZNF136 EIF4A2 IL12A IL12B ZMYND11 ZNF367 NUFIP1 ZNF177 IL7R NECAB3 ZNF174 DAZL FOXD3 IL4 MYF6 IL3 IL6 DAZ1 IL5 UPF1 LMX1B MYF5 IL9 TRIM28 TRIM27 PHF12 ETF1 TRIM22 TP73 ATRX ZNF157 GLA FOXE1 NCBP1 CXCL12 TCEAL1 TGFB1 IL10 NLRC3 CDKN2A CDKN2B CDKN2C MDFIC CDKN2D ATG7 TDGF1 SCRT1 SAMD4A EBI3 DNAJC1 BCL10 ZNF593 IL29 IL27 RELA CSDA IL20 HIF1A EP300 TIMELESS TCFL5 SMARCA5 MNX1 TFAP2B RNF139 EDF1 TFAP2A TFAP2C EDA SMARCA1 SMARCA2 LITAF UBE2V1 ABCA2 UBE2V2 ABCA1 NR2C2 CXXC1 MEIS2 SMARCB1 SNF8 TEAD4 EGF HELLS TFDP1 CREBZF BRIP1 FURIN ATF6 HDAC5 HDAC4 ATF5 NRF1 CDKN1A ATF4 HDAC2 CDKN1B DYRK1B SMARCC1 SMARCC2 ATF7 ABL1 IKBKB PDZD3 HDAC8 E2F1 RSF1 E2F6 PAWR TMF1 PAX8 LRRFIP1 NRG1 SLA2 PRPF6 ERN2 ZFPM2 MAPRE1 UBB JMJD1C SRSF10 EGLN2 EGLN1 STUB1 HIC1 PAIP2B TFAM RGMB ECD NFATC2 NFATC3 NFATC1 CEBPG ID2 GCK ID1 ID4 FAF1 ID3 ELANE FST HIRA WWP1 ABRA IFNK GTPBP4 RAD9A PPARGC1A PPARGC1B MTF1 PIAS4 TGFBRAP1 PRDM1 KAT2A SUDS3 AFAP1L2 CALR PLAGL1 NR1H2 MAML3 BCOR TCF25 NKRF MDFI IKZF3 KLF7 KLF9 MAML1 MAML2 RYBP CIDEA UBP1 NR1I2 RNF4 TCF19 RBPJ GHSR TCF12 ZFHX3 KLF4 TCF15 PPARA ZBTB32 PPARD ACVRL1 PPARG ZEB1 TERF2IP HSBP1 GLI2 ZBTB38 GLI1 KCNIP3 OXER1 PRG3 CCNH NFAM1 RAD50 RBBP8 RAD51 SIGIRR SCAP GRM8 RIPPLY1 MAP3K13 ZBTB16 AZU1 NR1D2 BCL3 PEX14 BCL6 CD24 MLLT6 CD28 HCLS1 SOD1 SNAI2 SOD2 PREB YWHAH UBTF CAPG PPP2R4 APBB2 APBB1 MYOD1 FOXO1 EIF5A FOXO3 FOXO4 GATA1 GATA6 GATA4 KAT7 KAT8 KAT6B GABPB2 KAT6A FOXN1 ZNF189 AHR FOXN3 IGSF1 ERC1 RAD17 SNX6 KATNB1 ITGB2 EIF3C EIF3D IRAK3 EIF3A EIF3G EIF3H EIF3E EIF3F NPM1 EIF3I EIF3J UBE2D1 SREBF1 SNW1 FOXP3 BRCA1 SREBF2 EIF4B PPIE EIF4H GLMN DNMT1 RFX3 IL22RA2 METAP1 POU6F2 FOXK2 PDCD4 FOS ANG POU4F2 POU4F1 MKL2 NANOG SP100 PFKL PRKCG PFKM NLRP3 UBN1 NRIP1 UBE2N PRKCQ BPTF CD80 ZMIZ2 CD81 MDM2 GHRL MDM4 CUX1 COMMD7 ZFP161 SMARCAD1 GLIS3 TNF GLIS2 GLIS1 TNFRSF8 HCFC1 HCFC2 ARPP19 ERCC6 CDK11A POU2F3 CDK11B PYCARD POU2F1 GFI1 ERCC3 ERCC4 CAMK2A ERCC1 ERCC2 APC DEFB103A SIRT4 SIRT5 SIRT1 SIRT2 PSMG4 ATXN1 DR1 IRF7 THRAP3 IRF8 IRF2 IRF4 IGFBP3 SLC2A4RG LTBP4 XRCC6 HOXD13 ZNF254 CITED1 CITED2 TLK1 TLK2 ZNF45 RXRA ZHX1 ZHX2 ZHX3 HNF4G NME2 ZNF238 HNF4A SMARCAL1 TGIF1 ZNHIT3 TRAPPC2 ZNF76 MTIF2 MTIF3 CDC42EP2 HEXIM2 HEXIM1 ZNF74 TCF4 VEZF1 TCF3 ARHGEF10L CDC42EP5 DMBX1 UTF1 TCF7 KLF12 TGFBR1 MAP2K3 PHB KLF10 KLF11 MSTN TFCP2 MZF1 HGS TNK2 HNF1B LIMA1 HNF1A LATS1 NOD2 MAPT CREG1 HSF4 MYC ZNF281 CDC6 ARHGEF2 ZNF282 PTF1A NDUFA13 TLE1 FOSB SRPK1 FLNA JMY MXD4 GTF2H1 CIAO1 NCK2 CCND1 MAST2 CCND3 CCND2 NCK1 PFDN5 TMSB4Y RUVBL1 NSD1 CLOCK CLN6 ZNF274 WRNIP1 CREM PML ZNF35 CDC45 PER1 LIMD1 SUPT4H1 RASA1 ZNF263 ZNF24 TNP1 ELAVL2 RPS6KA5 MNAT1 TADA3 RPS6KA4 NAA15 RBAK NARFL NLRP12 TCEB3 TCEB1 PHF5A BARD1 NR5A1 MMS19 ATP6AP2 STK36 EIF5 TNFSF13 RBFOX2 APOA2 SMARCD2 SMARCD3 DDX25 SMARCD1 APOA5 EIF1 EGFR HDAC10 ARID1A DDIT3 JUNB PA2G4 SMARCE1 HSPB1 HMGB1 EID1 EID2 CNBP HMGB2 PYDC1 TIMP1 VDR RPL6 JUND DYRK2 ANGPTL3 ZNF423 EPAS1 SMG6 SMG5 TAF8 SMG7 NEUROG1 UIMC1 TSC1 PRKAR1A HIVEP3 NBN FOSL2 ARID4A DEDD ZNF202 DEK CTCF PRDX3 CDC42 NDUFS4 CLCF1 FOSL1 NFX1 ARID5B ARID5A MID1IP1 CDK7 RB1 ESR2 HMGA2 HMGA1 CDK2 TARBP1 TARBP2 NCOA6 CARM1 ACVR1 BCLAF1 NFYC NFYB NFYA TSC22D3 ORC2 TSPYL2 REN CHD2 CHD1 CHD4 TERF2 CHD3 NF2 VHL CREB5 DBP EIF2C1 SHH SIN3A HRSP12 TRAK1 RARB EIF2B2 SUPT5H TWIST2 EIF2B5 PITX2 TWIST1 POLH YY1 TAF6L BOLL UHRF1 ENPP7 MRE11A IGF2BP2 DRAP1 HTATSF1 CDA NKX2-5 BMP4 HMGB1P10 BMP2 SUB1 CREBBP SMAD4 S100A11 SMAD3 SMAD2 NOTCH2 NUP62 NOTCH4 JAZF1 SRSF12 BMP7 ENG BMP6 TBX22 TBX21 NFKB2 CDT1 CAMKK2 BLZF1 GFI1B NR2F2 TBX10 ZNF354A CTNNBIP1 MED6 MED7 CHMP1A PSEN1 SRCAP TBX19 MED1 POLR2L POLR2K EHF HPRT1 SUFU SUMO1 SET MRPL12 SQSTM1 LANCL2 GATAD2A SEPSECS POLR3G TBX3 TBX2 TBX5 GMNN ILF3 POLR3C STAT3 STAT2 GAPDHS ILF2 YAF2 NEUROD2 PHF21A PBX1 RBM14 PBX3 CIR1 PBX4 HNRNPAB ARNT2 TLR1 CRABP2 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 IL31RA HOXC6 HOXC5 SPN MYO6 SOCS1 NR0B2 ARNTL ELL3 NR0B1 TRERF1 TRAT1 TIAL1 GCLC TFAP4 ITLN1 TIPIN ELK1 ELK3 SFTPD CLASP1 RUNX1 RUNX2 RNF14 NFE2 PIF1 CD276 SAP18 GSC2 GCM1 AKTIP MAFA HSP90AB1 SOX21 NR6A1 BUD31 MEN1 ACVR1B MCM7 POU5F1 NAA16 TPP1 GSN PCGF6 ATP8B1 SOX18 LTB PIGA ELP4 KHDRBS1 EGR1 ELP3 ELP2 CCDC88A HSP90AA1 PIGY CCDC88C LDB1 SOX12 INHA EIF4G2 ACVR2B EIF4G3 TPPP KPNA2 KPNA1 ING4 SUPT3H ING2 TCF7L2 CALCA TNFRSF1A NPAS2 KRT7 ENO1 ERF SOX30 EDA2R CENPF CBY1 SP1 SP2 SP3 SP4 ARHGAP35 TSSK4 CRK
OVULATION_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/OVULATION_CYCLE FOXL2 SPRR2G SPRR2F SPRR2E SOD1 EREG SPRR2C SPRR2D SPRR2A SPRR2B EIF2B2 BMPR1B EIF2B4 EIF2B5
MEIOTIC_RECOMBINATION http://www.broadinstitute.org/gsea/msigdb/cards/MEIOTIC_RECOMBINATION MSH5 MRE11A MSH4 LIG3 CHEK1 SPO11 RAD52 SYCP1 RAD50 ATM RAD51 REC8 RAD21 RAD51B RAD54B RAD51D DMC1
PROTEIN_HOMOOLIGOMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_HOMOOLIGOMERIZATION BCL10 SYT1 SCUBE3 CCDC88C ALDH5A1 SCUBE1 MUC20 TP63 ACTN2 HPRT1 RAD51 STOM VWF DGKD BAX GPX3 GOPC PEX14 CDA ATPIF1 EIF2AK3 AKR1C1
CYTOKINE_AND_CHEMOKINE_MEDIATED_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/CYTOKINE_AND_CHEMOKINE_MEDIATED_SIGNALING_PATHWAY PTPRC IL2RB RELA DUOX2 SOCS1 DUOX1 ZNF675 NUP85 PF4 SOCS5 CX3CL1 PYDC1 IL31RA C16orf5 SIGIRR IRAK3 TNFRSF1A EREG CCR2 PYCARD IFNK CD24 COMMD7
HEART_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/HEART_DEVELOPMENT SRI IRX4 BMP10 POU6F1 ERBB2 MYBPC3 FGF12 GLI2 SHH TGFB2 CITED2 ECE2 HAND1 HAND2 TDGF1 GATA4 MKKS DVL3 BMP2 ALPK3 NKX2-6 TBX5 TAZ NF1 FBN1 VANGL2 MYH7 TBX1 MYH6 CBY1 DVL1 SHOX2 PLCE1 ADAP2 NCOA6 MYH11 CASQ2
CELLULAR_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_LOCALIZATION RAB3GAP2 SYT1 LTBP2 CADM1 USE1 MXI1 SSR1 HOOK3 BAK1 GBF1 HOMER3 RAE1 APOE TRAK1 VPS4B RPL11 TLK1 RAB26 CDCA5 KIF13B CRTAM OPA1 CRYAA KIF5B KIF5A CRYAB VPS45 NOP58 VTI1B MYH7 MYH6 OPTN MYH9 ERGIC1 VTI1A ERGIC2 SUN2 CLEC4M ERGIC3 UXT ERP44 NPC1 TMX1 NPC2 KRT18 ATP2C1 ZWINT BACE2 PEX26 F2 TBRG1 RAB14 MYBBP1A RTP3 RTP2 KCNMB4 KIF4A RTP4 NFKBIE MTX2 RTP1 RER1 RABEPK MYO9B BCL2L1 STRADB CALR ARFGEF2 ARFGEF1 RIMS1 CDC37 CD74 UHMK1 INS STX18 CKLF STX16 DUSP16 TMED10 SUPT7L TRAM1 SEC23IP MDFI KIF3B MSTO1 NXF5 SMAD3 CDC23 CIDEA ARFIP1 TINAGL1 HNRNPA1 ABCG1 TONSL CBLB STRADA TRPS1 CD209 SYTL4 BET1L SRSF12 GOSR2 LGTN GOSR1 RERE ARSB HTATIP2 PDIA3 PDIA2 TIMM17A TIMM17B AP3S2 BNIP3 PDIA4 CANX GLI3 SEC62 COPB2 NOD2 NMUR1 ZFYVE9 TAMM41 NMUR2 COPB1 ANP32A AP3B2 SLC25A1 GOLGA5 COX18 KDELR1 TOMM34 AP3B1 DYNC1I1 KDELR2 STX5 RPGR RPH3AL TP53 FLNA ANKRD27 GRM4 NUP205 LRMP TOMM22 NUP107 STEAP2 ARL4D SNAP29 RAB3A SHROOM2 BET1 EEA1 NAGPA NUP214 PEX19 SQSTM1 BCL2 DDX19B PEX16 AP3D1 BCL3 PEX14 BCL6 PEX13 SNAP23 EXOC5 PEX12 SYNRG PEX10 APBA1 FYB RAB2A SERGEF UPF2 UPF1 NLGN1 PPP1R10 BIRC5 SELS GABARAP COG3 CDH13 YWHAH COG7 GSK3B RAB35 NLRP12 YKT6 SSR2 COG2 BARD1 SEPT5 NCBP2 TSPO NRBP1 SNCAIP XPO6 AP1G1 LMAN2L EIF5A TNFSF14 MIPEP CSPG5 AGXT KLHL2 TGFB1 STARD3 NLRC4 APOA2 APOA1 DDX25 DNAJC1 SCAMP1 EGFR MCM3AP NUP133 SCAMP3 MYO6 SCAMP2 NUDT4 STAP1 BAIAP3 ERP29 NUPL2 TNNT2 DDX39A COPG2 RPAIN LYST CARTPT VAMP3 AKAP3 LRPPRC MYL6 CCL3 DERL2 ARFGAP3 ACHE PPY DERL1 STX7 NAPG COPZ1 CCL8 NAPA ABCA2 CTSA ABCA1 PYDC1 CCL5 LMAN1 ALB NPM1 DOPEY2 DOPEY1 SRGN CARD8 MYO1A TAF3 NIN SMG6 SMG5 MYO1E SMG7 SMG1 MALT1 SNAPIN ICMT REEP1 FOXP3 NFKBIL1 LIN7A TRNT1 PPIH VCP TSC1 RHOT1 PTTG1IP RHOT2 GLMN TRIP6 XPO7 SLC25A15 MYH10 HPS4 PEX6 DPH3 PEX3 PEX7 AKT1 PEX1 ANG ZFYVE16 IPO5 RHOB NCKIPSD RANBP2 TPR KPNB1 ZW10 KHDRBS1 HSP90AA1 NUSAP1 TOPORS TIMM23 NLRP3 NLRP2 M6PR TIMM44 KIF1C MFN2 KIF1A ADRB2 ATG4D KIF1B ATG4C ATG4B ATG4A ARCN1 SCIN TOM1 KPNA6 KPNA5 KPNA4 KPNA3 KPNA2 PKDREJ KPNA1 COPE SRSF10 CPLX2 NUP98 TNF CPLX1 AP1M2 NUP160 CDH1 SEC63 HRH3 CEP57 MYL6B AP3M1 SYN3 TAP2 SEC22A CD2 PYCARD SEC22B SCG5 CCS SEC22C PAFAH1B1 APPBP2 NEFL TNPO1 SCG2 AGFG1 NF1 SCRN1 CENPF MAL CENPE MON2 CADPS ATXN1 TMEM48 MAP1S TRPC4AP FAF1 GGA1 F2R
DEVELOPMENTAL_GROWTH http://www.broadinstitute.org/gsea/msigdb/cards/DEVELOPMENTAL_GROWTH COL4A4 DMBX1 KLK8 RTN4RL1 EREG APOA5 RTN4RL2 UBB BMPR1B GLI2 SPINK5
POSITIVE_REGULATION_OF_CELL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELL_ADHESION CDK6 CX3CL1 AZU1 CDH13 CD47 SIRPG TSC1 SAA1 PRSS2 TGM2 IL12A IL12B ALOX12
POSITIVE_REGULATION_OF_TRANSFERASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_TRANSFERASE_ACTIVITY ALS2 ZAK EDN2 TNFSF15 TLR6 DAXX MAP3K7 MAP3K6 MAP3K5 MAP3K4 ANG CXCR4 MDFIC MAP3K9 TDGF1 TGFA CHRNA7 SHC1 PAK1 GNG3 S1PR2 FGF2 EGFR DBNL IRAK1 CCDC88A C5AR1 PIK3CB MADD KIAA1804 PICK1 PKN1 CARD10 PROK2 GRM4 PLCE1 CCND1 MAP4K5 ADRB2 CCND3 EREG CCND2 CHRM1 CD81 GADD45G ERN1 MAP3K10 CARTPT GHRL GADD45B MAP3K13 GAP43 PRKD3 MAP3K11 TAB1 TRAF2 PARD3 ADORA2B ERBB2 PTPLAD1 C5 FPR1 MAP4K1 STRADB AZU1 SERINC2 SERINC5 MAP3K2 SERINC1 ADRA2A ADRA2C CD4 CD24 TRAF7 EGF PPAP2A TRAF6 MDFI TAOK2 MAP2K3 TPD52L1 MALT1 SOD1 STRADA PRLR EPGN
SPHINGOID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/SPHINGOID_METABOLIC_PROCESS CLN3 SGPL1 UGCG SPHK1 CERS1 CERK NEU3 CERS5 NSMAF ASAH1 ASAH2 CLN6
MAPKKK_CASCADE_GO_0000165 http://www.broadinstitute.org/gsea/msigdb/cards/MAPKKK_CASCADE_GO_0000165 NRTN ZAK ATP6AP2 FGF13 MBIP MAP3K6 MAP3K5 MAP3K4 MDFIC MAP3K9 TDGF1 SPRED2 CHRNA7 SPRED1 GNG3 S1PR2 MAP2K7 DBNL C5AR1 TNIK PIK3CB MADD KIAA1804 MAP4K3 PLCE1 MAP4K5 CARTPT MAPK9 MAPK8 TAB1 FGFR1 FGFR3 ADORA2B PTPLAD1 MAP4K2 DUSP10 MAP4K1 MAPKAPK2 ADRB3 DUSP16 ADRA2A ADRA2C TRAF7 EGF MDFI CCM2 CARD9 TAOK2 TAOK3 MAP2K4 DUSP22 TPD52L1 RGS3 RGS4 ZNF675 DAXX CAMKK2 CXCR4 TGFA SHC1 PAK1 FGF2 MINK1 PKN1 AMBP GRM4 SH2D3C PROK2 ADRB2 SH2D3A CRKL LAX1 HIPK2 GADD45G CD81 MAP3K10 GHRL GADD45B MAP3K13 MAP3K12 MAP3K11 C5 FPR1 MAP3K3 MAP3K2 REN CD24 CD27 SCG2 GPS1 NF1 EDA2R MAPK10 SOD1 GPS2 DUSP4 DUSP2 EPGN MAPK8IP2 MAPK8IP3 MAPK8IP1 DUSP9 DUSP8 DUSP6
CELL_CYCLE_ARREST_GO_0007050 http://www.broadinstitute.org/gsea/msigdb/cards/CELL_CYCLE_ARREST_GO_0007050 NBN ZAK AIF1 RPRM FOXO4 TGFB1 CUL3 CUL2 CUL5 CDKN2A CDKN2B PCBP4 CDKN2C CDKN2D MYC CUL1 MAP2K6 KHDRBS1 TP53 TBRG4 INHA JMY MFN2 EIF4G2 INHBA PPM1G PA2G4 BTG4 TBRG1 ERN1 GADD45A PPP1R15A ING4 PPP2R3B STK11 IFNW1 SESN1 UHMK1 MLF1 PLAGL1 CDC123 APC IL8 SMAD3 GAS1 CDKN3 GAS7 CDKN1C PPP1R9B NOTCH2 CDKN1B CUL4A MAPK12 RASSF1 KAT2B APBB2 APBB1
ANDROGEN_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/ANDROGEN_RECEPTOR_SIGNALING_PATHWAY MED4 MED30 MED16 MED17 THRAP3 MED12 MED24 ARID1A MED14 MED13 DAXX MED1
MITOSIS http://www.broadinstitute.org/gsea/msigdb/cards/MITOSIS KIF22 KIF25 NBN KNTC1 PKMYT1 TTK AURKA CDC16 TTN TGFB1 KIF2C TRIAP1 DDX11 CDKN2B PCBP4 TARDBP PRMT5 TGFA CCNA2 CDCA5 ZW10 KIF11 ANAPC5 RAN KIF15 RINT1 ANAPC4 TPX2 NUSAP1 ESPL1 UBE2C DCTN3 DCTN2 CHMP1A MAD2L1 EREG ZWINT BUB1B CLIP1 AKAP8 MAD2L2 CHFR NEK6 RAD17 PPP5C PAM NEK2 PML CETN1 ANLN ANAPC10 ANAPC11 BRSK1 RCC1 PIN1 NUMA1 NCAPH NPM2 BUB1 PBRM1 CDK13 EGF GML CD28 SSSCA1 PDS5B CDC23 CENPE NDC80 BIRC5 SUGT1 CDC25C CDC27 SMC3 ATM CDC25B SMC4 NOLC1 PLK1 EPGN SMC1A CIT
PIGMENT_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PIGMENT_BIOSYNTHETIC_PROCESS TSPO ALAD FECH COX10 PPOX GPR143 GMPS DCT TYR ALAS1 ALAS2 CPOX AP3D1 NFE2L1 PAICS OCA2 COX15
PIGMENT_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PIGMENT_METABOLIC_PROCESS ALAD TSPO FECH COX10 PPOX GPR143 GMPS BLVRA DCT ALAS1 TYR ALAS2 CPOX AP3D1 NFE2L1 PAICS OCA2 COX15
REGULATION_OF_JNK_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_JNK_ACTIVITY MDFI DBNL ZAK KIAA1804 PTPLAD1 PKN1 MAP4K1 TLR6 DAXX PDCD4 MAP3K6 MAP3K5 MAP4K5 MAP3K2 MDFIC HIPK3 MAP3K9 MAP3K10 PAK1 MAP3K11
CELL_CYCLE_GO_0007049 http://www.broadinstitute.org/gsea/msigdb/cards/CELL_CYCLE_GO_0007049 XRCC2 AIF1 AURKA CDC16 CITED2 CUL3 CUL2 CUL5 DIRAS3 DDX11 STAG3 CCNA1 CCNA2 CDCA5 CUL1 MAP2K6 ANAPC2 GTPBP4 ANAPC5 RAN STRN3 POLE RINT1 ANAPC4 LIG3 SKP2 TBRG4 RAD9A ESPL1 PIM2 DCTN3 SUN2 BOLL DCTN2 RAD1 REC8 MAD2L1 UHRF2 ALOX15B ZWINT TBRG1 CNTROB MAD2L2 NEK6 PPP2R3B CDK5R1 CDK5R2 NEK2 MRE11A HUS1 CHEK1 AFAP1L2 CHEK2 RCC1 UHMK1 CDC37 PIN1 PLAGL1 DUSP13 HEXIM2 HEXIM1 SAC3D1 CDC123 PBRM1 FBXO5 ARAP1 PAPD7 BMP4 SSSCA1 BMP2 TP53BP2 SPHK1 CDC23 SMAD3 NDC80 TPD52L1 CDC20 ATR GAS1 GAS7 CDC27 RAD54L ATM NOTCH2 NOLC1 RAD54B BMP7 CCNT2 CCNT1 LATS1 PTEN LATS2 CDT1 CCNE2 TRIAP1 GFI1B CEP250 TGFA FANCG USP16 MYC SERTAD1 TAF1L CDC7 CDC6 CCNK EGFL6 HERC5 TP53 TPX2 RAD52 RAD50 RBBP8 GTF2H1 RAD51 JMY INHBA CCND1 PFDN1 CHMP1A CCND3 EREG CCND2 TOP3A USH1C FOXC1 GADD45A MAP3K11 BCAT1 PPP6C RABGAP1 PML CETN3 POLA1 CETN1 BCCIP SPO11 ZBTB17 MLF1 NCAPH NUMA1 CDC45 BUB1 CD28 UPF1 PDS5B IL8 TBX3 NASP GMNN BIRC5 CCP110 CDKN3 NAE1 MNAT1 MPHOSPH9 MAPK12 EPGN RASSF1 APBB2 CIT MPHOSPH6 APBB1 HPGD SIK1 ZAK PRC1 DBF4 C13orf15 DTYMK KNTC1 TTK PKMYT1 FOXO4 TTN TGFB1 TGFB2 RAD21 CDKN2A CDKN2B CDKN2C CDKN2D TARDBP TUBG1 MADD AHR FOXN3 PA2G4 TIMELESS CLIP1 AKAP8 STMN1 RAD17 PPP5C PAM STK11 TIPIN ANAPC10 ANLN ANAPC11 CCNG1 SYCP1 CCNG2 SESN1 PRUNE2 RAD51B KATNA1 NPM2 NPM1 TUBE1 RAD51D EGF GML ATRIP RUNX3 TAF1 CKAP5 BRCA2 SUGT1 CDKN1C CDKN1A CDKN1B PLK1 POLD1 MYO16 ABL1 SMC1A MYH10 E2F1 KIF23 KIF22 KIF25 NBN RPRM ACVR1B KIF2C NDE1 DLGAP5 PCBP4 PRMT5 RHOB CDK5RAP3 CDK10 CDK5RAP1 DLG1 ZW10 KHDRBS1 KIF11 DDB1 KIF15 NUSAP1 CDK6 INHA MCM2 CDK7 RB1 UBE2C CDK4 CDK2 NEK11 SPDYA MFN2 EIF4G2 DHRS2 PPM1G SASS6 XPC BTG4 BTG3 ERN1 CDK2AP1 BUB1B MDM4 UBB CHFR DMC1 PPP1R15A KPNA2 ACVR1 CKS1B ING4 HCFC1 IFNW1 ASNS BRSK1 TMEM8B HSPA2 KRT7 PAFAH1B1 CDK13 GFI1 ERCC3 APC ERCC2 GPS1 PTPRC MSH5 MSH4 CENPF CENPE CDC25C RACGAP1 CDC25A SMC3 LEPREL4 SMC4 GPS2 CDC25B PPP1R9B SH3BP4 CUL4A GSPT1 CKS2 PPP1R13B KAT2B
ER_NUCLEAR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/ER_NUCLEAR_SIGNALING_PATHWAY DERL2 DERL1 VAPB TP53 CRIPAK DERL3 SELS SCAP ATF6 VCP GSK3B ERN1 AMFR PAK1 EIF2AK3 ARHGEF10L
ION_HOMEOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/ION_HOMEOSTASIS SLC9A7 GNA15 CASR ATOX1 F2RL1 CD52 CXCL12 BAK1 AGTR1 APP GALR2 RGN S1PR3 CHRNA7 SLC4A1 BUD31 CHRNA1 LPAR2 LPAR3 FTL S1PR4 C5AR1 SLC34A3 THY1 CCR9 CCR8 PLCE1 CCR7 CCR6 CCR5 RHCG CCR4 ATP2C1 CCR3 CCR2 STC1 SLC40A1 GLP1R KCNMB3 SRI CCL1 KCNMB4 C3AR1 DRD1 CCL3 CLCN3 CCL2 CYSLTR1 HFE PPT1 BDKRB1 BDKRB2 BCL2L1 CCL5 CALR ATP6V1B1 CCL7 FTH1 KCNMB2 P2RY4 P2RY2 SLC30A5 ATP7A GCM2 CD55 SLC4A11 CXCL13 AVPR1B AVPR1A XCL1 CACNA1C CACNA1A IFI6 SLC9A1 GRK1 ATP7B MCHR1 CCKAR GLRA1 BNIP3 CXCR3 EDNRA FXN SAA1 CXCR4 NMUR2 TRPV4 XCR1 MYC NDUFS1 KNG1 CLN3 AIFM3 CCKBR PROK2 LCK GHRL NPPB CLN5 CLN6 CLDN16 TFR2 CCR1 TAC1 CALCA CALCB CCL23 BCL2 CD24 PTPRC OPRL1 ATP1A3 CCL19 NPR1 MTL5 ATP1A4 ATP1A1 ATP1A2 SOD1 RHAG CCL15 TMPRSS3 CCL11 CCL13 CCL14 HPX BAX MT2A CP
DNA_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/DNA_MODIFICATION ATF7IP ATRX FOS DNMT3A PICK1 GATAD2A DNMT1 DMAP1 DNMT3B PNP HELLS
REGULATION_OF_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSPORT SEPT5 NCBP2 SYT1 TSPO SNCAIP FAM3D AP2S1 TNFSF14 MXI1 GDNF TGFB1 APOA4 GATA2 SLN PACSIN3 ZFYVE16 YRDC RAB26 KHDRBS1 SPACA3 STX1A CRYAA NUDT4 CRYAB STIM2 STIM1 NLRP3 LDLRAP1 TRAT1 FLNA GHRH CARTPT GHRL STON2 KCNMB4 ORAI1 STON1 NFKBIE ITLN1 ABCA2 PPT1 CDH1 ARF6 CACNB4 UHMK1 AHSG AZU1 PEA15 RAC1 SFTPD BCL3 SNAP25 MDFI NF1 CBL SMAD3 NFKBIL1 CDH13 TONSL GCK GSK3B PLN NLRP12 FAF1 TRIP6 RSC1A1 BARD1
RECEPTOR_MEDIATED_ENDOCYTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/RECEPTOR_MEDIATED_ENDOCYTOSIS MSR1 PDLIM7 SORL1 HFE RABEPK PPT1 ARF6 SCARF1 ASGR1 ADRB3 AP1S1 PICALM FOLR1 RAC1 SFTPD RAMP3 MRC1 RAMP2 CLN3 CBL LRP1B ARHGAP27 STAB2 PI4KB M6PR LDLRAP1 ADRB2 STAB1 IGF2R LRP2 CLTCL1 LRP3 DNM1
POSITIVE_REGULATION_OF_ANGIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_ANGIOGENESIS AGGF1 BTG1 SPHK1 AMOT RHOB CHRNA7 TNFSF12 ANGPTL3 RUNX1 ANGPTL4
NOTCH_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/NOTCH_SIGNALING_PATHWAY NCSTN NOTCH1 ADAM10 APH1A PSEN1 DTX1 MAML1 MAML2 PSEN2 TP63 PSENEN MAML3
CATION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/CATION_TRANSPORT SLC22A16 KCNC1 KCNC4 KCNC3 ATOX1 ATP6AP1 KCNK7 KCNK6 KCNK5 CHRNA7 KCND3 SCN2B SCN2A STIM2 C16orf7 STIM1 PKD2L1 SLC34A3 NNT RHCG ATP2C1 RYR3 RYR1 SLC40A1 KCNMB3 KCNMB4 ORAI1 SCN1B KCNA2 KCNA1 KCNA4 CCL8 KCNA3 HFE KCNA6 CACNB3 CACNB4 KCNA5 KCNJ2 KCNJ3 KCNMB1 ATP6V0B KCNJ1 KCNMB2 ATP6V0C KCNS3 SLC11A2 KCNS1 SCN9A SLC30A5 SLC31A2 HCN4 SLC31A1 TRPC1 HCN2 CACNA2D1 TRPC4 TRPC3 TRPC6 KCNB2 TRPC5 UCP1 KCNK1 KCNK3 KCNK4 KCNJ5 ATP7A KCNJ4 SLC4A11 KCNJ6 NPY UCP3 ATP2A3 UCP2 ATP2A1 CHRNB1 CACNA1D ATP7B KCNH1 KCNK17 KCNJ15 ATP6V0E1 KCNAB3 KCNAB1 KCNJ10 KCNJ12 HVCN1 KCNIP2 KCNJ11 KCNQ4 SLN KCNQ3 NMUR1 NMUR2 SLC22A4 TRPV5 SLC22A3 SCN7A KCNQ2 COX17 KCNQ1 SLC22A2 SCN10A SLC22A1 KCNG2 TRPM3 SGK1 TRPM2 ATP6V1F ATP6V1C1 KCNA10 SCN11A KCNH2 KCNH3 KCNH4 PKD2 KCNE1 KCNE2 CCS CHP SCNN1G SCNN1A SCN5A SCNN1D SLC39A2 SLC39A1 TCIRG1 SLC8A1 NOX1 ATP1A4 RHAG TRAPPC10 KCNV1 KCNN4 ABCC9 SLC17A3 KCNN1 SLC17A4 KCNN3 PLN ATP6V1E1 SLC17A2 KCNF1 SCN4B ABCC8 SCN4A CSN2
NEURON_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/NEURON_DIFFERENTIATION ALS2 NRP2 RTN4 NRTN NRP1 POU6F2 LRRC4C KCNIP2 GLI2 PAX2 GDNF RTN1 SHH TGFB2 NRCAM ATP2B2 ROBO1 APOE MAPT POU4F1 SEMA3B ROBO2 UNC5C SPON2 NRXN3 MDGA1 LDB1 BAIAP2 PICK1 MDGA2 OTX2 NRXN1 CDK5 SLIT1 SLIT2 THY1 FARP2 AMIGO1 RND1 SEMA4F BTG4 GHRL OPHN1 TRAPPC4 CNTN4 SIAH1 UBB SMARCA1 CDK5R1 PARD3 LST1 RTN4RL1 BRSK2 PPT1 KAL1 BAI1 PCSK9 VWC2 RTN4RL2 AGRN LAMB1 PARD6B KLK8 LMX1B DTX1 NTNG1 DPYSL5 NLGN1 NTNG2 YWHAG YWHAH S100B MAP1S CYFIP1 FEZ2 FEZ1
REGULATION_OF_LYMPHOCYTE_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_LYMPHOCYTE_ACTIVATION LST1 IL18 TNFSF13 SPINK5 SART1 TGFB1 CD47 SFTPD ZAP70 CD24 EBI3 CD28 IL4 PTPRC SIT1 CD3E IL7 IL27 SLA2 CD276 INHA SOCS5 IL21 THY1 LAT NCK2 INHBA SIRPG LAX1 NCK1 LCK IL12A GLMN IL12B ICOSLG
ENDOTHELIAL_CELL_MIGRATION http://www.broadinstitute.org/gsea/msigdb/cards/ENDOTHELIAL_CELL_MIGRATION CALCA CDH13 S100P PRSS3 NF1 AMOT TNFSF12 MYH9 PLG S100A2 SCG2
NEURON_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/NEURON_DEVELOPMENT ALS2 RTN4 NRP2 NRTN NRP1 LRRC4C KCNIP2 PAX2 GLI2 GDNF SHH TGFB2 NRCAM APOE ROBO1 MAPT ROBO2 SEMA3B POU4F1 UNC5C SPON2 NRXN3 BAIAP2 OTX2 PICK1 NRXN1 SLIT1 CDK5 SLIT2 THY1 FARP2 AMIGO1 RND1 SEMA4F TRAPPC4 GHRL OPHN1 SIAH1 CNTN4 UBB CDK5R1 PARD3 LST1 RTN4RL1 PPT1 KAL1 BAI1 RTN4RL2 AGRN LAMB1 PARD6B KLK8 NTNG1 DPYSL5 NTNG2 YWHAH S100B MAP1S CYFIP1 FEZ2 FEZ1
ACTIN_FILAMENT_BUNDLE_FORMATION http://www.broadinstitute.org/gsea/msigdb/cards/ACTIN_FILAMENT_BUNDLE_FORMATION SHROOM1 LIMA1 SHROOM2 FSCN2 NF2 FSCN1 EPB49 SORBS3 EZR TSC1 SORBS1 ARAP1 ARHGEF10L
REGULATION_OF_NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_NUCLEOBASENUCLEOSIDENUCLEOTIDE_AND_NUCLEIC_ACID_METABOLIC_PROCESS SLC2A4RG HNRNPF XRCC6 HOXD13 MED23 RORB REST MED21 ZNF254 MED20 CITED1 CITED2 EPC1 MED26 FOXF1 FOXF2 MED27 VPS4B PQBP1 ZNF396 PATZ1 TLK1 TLK2 IKBKAP ZNF45 PCBD2 RREB1 KDM5B RXRA KDM5A ZHX1 ZHX2 MED12 MECP2 ZHX3 MED14 HNF4G MED13 NME2 ZNF238 HNF4A MED17 SMARCAL1 TGIF1 MYBBP1A TRAPPC2 ZNHIT3 CRTC1 ZNF76 VPS72 FOXH1 HEXIM2 HEXIM1 ZNF74 PABPC1 VEZF1 TCF4 TCF3 ARHGEF10L DMBX1 TCF7 UTF1 KLF12 PHB TGFBR1 PAIP1 KLF10 MAP2K3 KLF11 ESRRG MSTN TFCP2 ATR C19orf2 MZF1 ELF1 HNF1B HNF1A HTATIP2 ELF2 ELF4 EZH2 SPI1 TP63 ZNF345 DAXX ZNF350 NOD2 ZNF148 ZNF146 CREG1 BRD7 SPIB HSF4 MYC BRD8 TAF1L ZNF281 ATF7IP CDC6 ZNF282 PTF1A TP53 NDUFA13 TLE1 ZNF143 FOSB FLNA SRPK1 MXD4 JMY MYCN ARHGEF11 GTF2H1 CIAO1 INHBA CARD11 EREG ZNF136 PFDN5 RUVBL1 NSD1 CLOCK ZMYND11 ZNF274 WRNIP1 CREM PML NUFIP1 ZNF367 ZNF35 IL7R ZNF177 ZNF174 CDC45 PER1 LIMD1 SUPT4H1 FOXD3 MYF6 IL4 ZNF263 LMX1B TRIM28 MYF5 ZNF24 TRIM27 TNP1 ELAVL2 PHF12 TRIM22 TP73 ATRX RPS6KA5 ZNF157 MNAT1 TADA3 RPS6KA4 NAA15 RBAK NARFL FOXE1 TCEB3 TCEB1 PHF5A NR5A1 MMS19 NCBP1 STK36 TNFSF13 RBFOX2 TCEAL1 TGFB1 CDKN2A NLRC3 SMARCD2 SMARCD3 MDFIC SMARCD1 SCRT1 BCL10 ZNF593 IL29 RELA HDAC10 ARID1A CSDA JUNB DDIT3 PA2G4 EP300 HIF1A TCFL5 SMARCE1 TIMELESS SMARCA5 MNX1 TFAP2B EDF1 TFAP2A TFAP2C EDA SMARCA1 SMARCA2 HMGB1 EID1 EID2 CNBP HMGB2 LITAF UBE2V1 ABCA2 UBE2V2 ABCA1 PYDC1 NR2C2 CXXC1 VDR MEIS2 SMARCB1 RPL6 TEAD4 JUND SNF8 HELLS TFDP1 ZNF423 EPAS1 CREBZF TAF8 BRIP1 NEUROG1 UIMC1 ATF6 HDAC5 HDAC4 ATF5 NRF1 ATF4 HDAC2 DYRK1B SMARCC1 SMARCC2 PRKAR1A ATF7 HIVEP3 IKBKB ABL1 HDAC8 PDZD3 E2F1 NBN RSF1 FOSL2 ARID4A E2F6 DEDD CTCF ZNF202 DEK PRDX3 PAWR TMF1 PAX8 LRRFIP1 NRG1 FOSL1 NFX1 SLA2 ARID5B ARID5A ESR2 CDK7 RB1 HMGA2 HMGA1 CDK2 PRPF6 TARBP1 TARBP2 NCOA6 ERN2 ZFPM2 UBB JMJD1C CARM1 ACVR1 SRSF10 BCLAF1 NFYC EGLN1 NFYB NFYA HIC1 TFAM RGMB TSC22D3 ORC2 TSPYL2 CHD2 CHD1 NFATC2 NFATC3 CHD4 TERF2 CHD3 NFATC1 NF2 VHL CEBPG CREB5 ID2 DBP ID1 ID4 ID3 FST HIRA SIN3A WWP1 TRAK1 ABRA IFNK RARB SUPT5H TWIST2 PITX2 TWIST1 GTPBP4 POLH YY1 RAD9A TAF6L PPARGC1A PPARGC1B UHRF1 MTF1 PIAS4 TGFBRAP1 PRDM1 KAT2A SUDS3 ENPP7 MRE11A AFAP1L2 CALR NR1H2 PLAGL1 DRAP1 HTATSF1 CDA MAML3 BCOR NKX2-5 TCF25 NKRF MDFI HMGB1P10 KLF7 BMP2 IKZF3 KLF9 SUB1 MAML1 CREBBP MAML2 RYBP S100A11 SMAD4 SMAD3 SMAD2 UBP1 NOTCH2 NR1I2 NUP62 RNF4 NOTCH4 JAZF1 SRSF12 TCF19 BMP7 RBPJ TCF12 ENG ZFHX3 KLF4 TCF15 BMP6 ZBTB32 PPARD ACVRL1 TBX22 TBX21 PPARG ZEB1 TERF2IP NFKB2 GLI2 HSBP1 GLI1 CDT1 KCNIP3 ZBTB38 CAMKK2 BLZF1 GFI1B OXER1 NR2F2 TBX10 ZNF354A CCNH NFAM1 RAD50 SIGIRR RAD51 RBBP8 SCAP MED6 CTNNBIP1 MED7 CHMP1A GRM8 RIPPLY1 SRCAP MAP3K13 TBX19 MED1 POLR2L POLR2K EHF ZBTB16 SUFU SUMO1 MRPL12 SET NR1D2 SQSTM1 LANCL2 GATAD2A PEX14 BCL3 BCL6 MLLT6 POLR3G TBX3 TBX2 TBX5 HCLS1 GMNN ILF3 SNAI2 POLR3C STAT3 STAT2 SOD2 PREB YWHAH ILF2 UBTF YAF2 NEUROD2 PHF21A PBX1 RBM14 APBB2 PBX3 APBB1 CIR1 PBX4 HNRNPAB MYOD1 CRABP2 ARNT2 FOXO1 FOXO3 FOXO4 GATA1 HOXC6 GATA6 GATA4 HOXC5 KAT7 KAT8 GABPB2 KAT6B KAT6A MYO6 FOXN1 ZNF189 NR0B2 ARNTL ELL3 NR0B1 TRERF1 AHR FOXN3 IGSF1 TIAL1 ERC1 RAD17 GCLC SNX6 TFAP4 TIPIN ELK1 ELK3 NPM1 RUNX1 RUNX2 RNF14 SREBF1 NFE2 PIF1 SAP18 SNW1 GSC2 FOXP3 BRCA1 SREBF2 PPIE GCM1 DNMT1 RFX3 MAFA SOX21 POU6F2 FOXK2 NR6A1 BUD31 PDCD4 MEN1 ACVR1B FOS POU5F1 NAA16 PCGF6 ATP8B1 POU4F2 SOX18 POU4F1 MKL2 ELP4 EGR1 KHDRBS1 ELP3 ELP2 NANOG CCDC88A SP100 LDB1 SOX12 PRKCG NLRP3 UBN1 NRIP1 UBE2N PRKCQ ACVR2B BPTF ZMIZ2 MDM2 MDM4 CUX1 COMMD7 KPNA2 KPNA1 ZFP161 SMARCAD1 SUPT3H ING4 GLIS3 TNF ING2 GLIS2 GLIS1 HCFC1 HCFC2 TCF7L2 CALCA TNFRSF1A NPAS2 ERCC6 CDK11A CDK11B POU2F3 POU2F1 PYCARD GFI1 ERCC3 CAMK2A ERCC4 ERCC1 ERCC2 ENO1 ERF SOX30 SIRT4 CENPF EDA2R SIRT5 CBY1 SIRT1 SIRT2 PSMG4 ATXN1 SP1 SP2 DR1 IRF7 SP3 IRF8 THRAP3 SP4 ARHGAP35 IRF2 IRF4 TSSK4 CRK
AROMATIC_COMPOUND_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AROMATIC_COMPOUND_METABOLIC_PROCESS MOCOS ALDH1L1 SNCAIP HPRT1 IDO1 TGFB2 FAH DCT MTHFD2 TYR ASMTL GSTZ1 CDA SPR PTS HPD ALDH6A1 MOCS2 ALDH5A1 QDPR FTCD HGD GMPS SULT1B1 MAT2B PAICS PRPS1
NEGATIVE_REGULATION_OF_TRANSLATION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_TRANSLATION IL6 PRG3 PAIP2 NDUFA13 INHA FOXP3 FURIN IL10 PAIP2B SIGIRR INHBB INHBA EIF4A3 EIF2AK1 TSC1 SFTPD NLRP12 GHRL BCL3 ELANE GHSR APBB1 EIF2AK3
PERIPHERAL_NERVOUS_SYSTEM_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/PERIPHERAL_NERVOUS_SYSTEM_DEVELOPMENT ACCN1 GSTM3 EGR2 BAI1 NF1 NEUROG3 UGT8 SERPINI1 PMP22 SOD1 ALDH3A2 GFRA3
REGULATION_OF_GTPASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_GTPASE_ACTIVITY FGD2 ALS2 FGD1 RAB3GAP2 RALBP1 RAB3GAP1 NF1 ARHGAP27 THY1 TSC1 ADAP1 ARAP1 FGD5 FGD6 FGD4
SISTER_CHROMATID_SEGREGATION http://www.broadinstitute.org/gsea/msigdb/cards/SISTER_CHROMATID_SEGREGATION PAM KIF25 PDS5B CDC23 NUSAP1 CENPE NDC80 ESPL1 LATS1 SMC4 NCAPH CHMP1A DDX11 ZWINT SMC1A CDCA5 ZW10
FATTY_ACID_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/FATTY_ACID_METABOLIC_PROCESS PTGES3 PPARA PPARD CYP2J2 PTGS1 ACOT2 ACOT1 ACOT4 ACOX3 MSMO1 ACOT9 AKR1C3 AKR1C2 PTGES ACOT12 GNPAT ACADM PRG3 ACADS ALDH5A1 PLA2G15 ADIPOR2 ADIPOR1 ECI2 PPARGC1A HAO1 ACADVL PNPLA8 PTGDS ALOX15B HAO2 SLC27A6 SLC27A2 CROT SLC27A5 DEGS1 ALOX12 HACL1 ACADSB ECH1 ECHS1 CD74 MIF HADHB TNFRSF1A ABCD2 BDH2 CPT1B FADS1 MCAT FADS2 BRCA1 CPT1A OXSM CYP4F8 CYP4A11 GLYAT MLYCD FAAH CYP4F3 LTA4H CYP4F2 HPGD
NEUROTRANSMITTER_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/NEUROTRANSMITTER_SECRETION SEPT5 RAB3A SYT1 KCNMB4 SNCAIP BAIAP3 NLGN1 SNAPIN RIMS1 GRM4 HRH3 SYN3 CARTPT
TRICARBOXYLIC_ACID_CYCLE_INTERMEDIATE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/TRICARBOXYLIC_ACID_CYCLE_INTERMEDIATE_METABOLIC_PROCESS ME1 GAD2 ME3 ACO2 ACO1 IDH1 IDH3B ACLY GAD1 ACOT4 FH
NEGATIVE_REGULATION_OF_MYELOID_CELL_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_MYELOID_CELL_DIFFERENTIATION IL4 CALCA INHBA MAFB LDB1 CARTPT ZNF675 PF4 ZBTB16 INHA
CENTROSOME_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/CENTROSOME_CYCLE NDE1 SASS6 CEP250 SAC3D1 CNTROB NPM1 CETN3 BRCA2 TUBE1 CETN1 CCP110
POLYSACCHARIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POLYSACCHARIDE_METABOLIC_PROCESS CSGALNACT2 CHIA ALG1 CSGALNACT1 EPM2A GYG2 CHIT1 CHST1 B3GNT8 GCK CHST7 PYGM GSK3B MGAM GAA GYS2 DYRK2 PYGB
ORGANELLE_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/ORGANELLE_LOCALIZATION SEPT5 SNAP29 SHROOM2 AP1M2 HOOK3 PEX1 ALB TMED10 PAFAH1B1 SNAP23 CDCA5 STX5 MYO1A MSTO1 NIN NLGN1 CDC23 CENPF NUSAP1 CENPE BIRC5 SUN2 MFN2 LRMP YKT6
ACTIN_FILAMENT_BASED_MOVEMENT http://www.broadinstitute.org/gsea/msigdb/cards/ACTIN_FILAMENT_BASED_MOVEMENT TNNT2 MYL6 MYO6 MYL6B MYO1E MYO9B MYH7 MYH6 MYH9 MYH10
NEGATIVE_REGULATION_OF_TRANSCRIPTION_FACTOR_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_TRANSCRIPTION_FACTOR_ACTIVITY CEBPG EGLN1 PYDC1 NLRP3 FOXP3 FLNA SIGIRR SUMO1 CDKN2A ID2 ID1 NARFL PEX14 ID3 COMMD7
HETEROCYCLE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/HETEROCYCLE_METABOLIC_PROCESS TSPO ALAD ALDH1L1 COX10 UROS PPOX HPRT1 IDO1 MTHFD2 ALAS1 ALAS2 CPOX ASMTL CDA COX15 P4HB ALDH6A1 FECH PRG3 FTCD GMPS UGT1A1 BLVRA MAT2B NFE2L1 PAICS PRPS1
RIBOSOME_BIOGENESIS_AND_ASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/RIBOSOME_BIOGENESIS_AND_ASSEMBLY SDAD1 EXOSC7 NOP58 EXOSC2 EXOSC3 EIF2A RRP9 NOP56 FBL DIS3 NHP2 NOLC1 DKC1 RPS14 NPM1 POP4 NOP14 GEMIN4
ACUTE_INFLAMMATORY_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/ACUTE_INFLAMMATORY_RESPONSE CFHR1 MBL2 ORM1 CEBPB APCS KRT1 C2 LBP ORM2 SIGIRR AHSG
TRIACYLGLYCEROL_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/TRIACYLGLYCEROL_METABOLIC_PROCESS LPL AGPAT6 DGAT1 PNLIPRP2 DGAT2 APOC3 APOA5 APOC2 CETP PNPLA3
PHOSPHOINOSITIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PHOSPHOINOSITIDE_METABOLIC_PROCESS IMPA1 GPAA1 PTEN IP6K1 PIGK PIGF PIGG PIGH PIGB PIGC IP6K3 PIK3R1 IP6K2 PIGA PIGZ PIGY PIK3C2A PIGV PIGU PI4KA SMG1 PIGT PIGS PI4KB PIGO PITPNM3 PI4K2A CD81 DPM1 DPM2 DPM3
POSITIVE_REGULATION_OF_PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_PROTEIN_METABOLIC_PROCESS AURKAIP1 TLR1 EIF5A TLR3 TLR4 TLR6 TLR7 TLR8 TGFB1 IL31RA TLR9 APOA2 TPP1 CLCF1 ATG7 MAPT TDGF1 LTB SAMD4A EBI3 SPN EIF2B5 BCL10 PRG3 IL29 LYN IL27 PPARGC1A BOLL IL20 UBE2N NCK2 CCND1 CARD14 CD80 EREG CCND3 CCND2 NCK1 TPPP CD81 IL12A IL12B CLN6 ITLN1 KATNB1 EGLN2 TNFRSF8 ARF6 STUB1 AZU1 CDC42EP2 BCL3 DAZL UBE2D1 CD28 CDC42EP5 BMP4 IL4 IL3 IL6 DAZ1 IL5 HCLS1 CEBPG IL9 CD276 BRCA1 AKTIP GLMN PPP2R4 IRF4 FAF1 TNK2 ELANE
CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS PRKG1 HOOK3 APOE KIFAP3 PLA2G1B KIF13B PLD2 OPA1 ROCK1 KIF5B KIF5A RAN MYH7 MYH6 MYH9 PCLO MARK4 SUN2 MARK1 THY1 UXT RND3 KRT19 RND1 ATP2C1 CNTROB DBN1 KIF4A MYO9B ARF6 KRT20 RCC1 CDC42EP2 RAC3 DMD RAC1 TMED10 ARAP1 ARAP3 ARHGEF10L CDC42EP5 KIF3B TAOK2 ARFIP2 MYOZ1 CDC42BPG LASP1 CDC42BPA MAP7 PYY GHSR CDC42BPB LIMA1 NUAK2 WASF3 BCAR1 WASF1 WASF2 LATS1 KISS1 PDPK1 CEP250 NUBP1 DYNLL1 MAPT DYNC1I1 STX5 ARHGEF2 ACTA1 VIL1 ARHGEF17 FLNB FLNA ELMO1 NCK2 MAST1 NCK1 LRMP TMSB4Y MAP3K11 SNAP29 CXCL1 SHROOM1 SHROOM2 PLEK2 ABI2 SORBS3 EZR SORBS1 WIPF1 SNAP23 APBA1 RASA1 CYTH2 RNF19A NLGN1 CRIPAK RICTOR MID1 SOD1 CAPG AMOT KPTN YKT6 SEPT5 MTSS1 PRC1 TTK TTN CXCL12 ANK3 PACSIN2 TUBG1 MYO6 NEBL ARPC1A TNNT2 TESK2 STMN1 DST LRPPRC FGD2 MYL6 FGD1 CCL3 SSH1 MRAS SSH2 KATNB1 ARPC4 ANLN ARPC5 LLGL1 DOCK2 ADRA2A CLASP1 CLASP2 FGD5 FGD6 FGD4 ARHGDIB FSCN2 CKAP5 MYO1E SPTBN4 FSCN1 EVL EPB49 TSC1 MYH11 RHOT1 RHOT2 SPTA1 ABL1 SMC1A DNAJB6 ARHGAP10 MYH10 KIF23 RHOJ PREX1 DSTN ARHGAP4 KIF2C CDC42 DES PEX1 ANG GSN RHOA PAK1 RHOF KLHL20 DLG1 CCDC88A KIF11 LIMK1 NUSAP1 MID1IP1 NEXN KIF1A KIF1B TPPP CFL1 SCIN GHRL WASL MAPRE1 KPNA2 AP1M2 KRT9 TUBGCP6 TUBGCP5 MYL6B PAFAH1B1 CNN2 KRT3 NEFL APC TNXB NF2 NF1 RACGAP1 CENPJ TUBGCP2 SMC3 MAP1S CRK
CDC42_PROTEIN_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/CDC42_PROTEIN_SIGNAL_TRANSDUCTION FGD2 FGD1 RALBP1 ARHGAP27 ABCA1 APOA1 APOE APOC3 ARAP1 FGD5 FGD6 FGD4
RESPONSE_TO_HORMONE_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_HORMONE_STIMULUS CALCR ME1 GCLC ABCA2 LATS1 LATS2 GSTM3 ANG GATA3 PCSK9 CD24 EIF2B2 EIF2B3 EIF2B4 EIF2B5 LYN HCLS1 ADIPOR2 ADIPOR1 BRCA2 CRIPAK EIF2B1 BRCA1 RERG KRT19 TSC1 NCOA6 GHRL FOXC2 GHSR STEAP2 RBM14 PDCD7
MRNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/MRNA_METABOLIC_PROCESS NCBP1 RNMT CRNKL1 CWC15 SNRPD1 SNRPD2 AUH SMNDC1 RNGTT SRSF6 NONO SRSF7 SRSF4 SRSF5 DHX38 SFSWAP SRSF9 LSM5 LSM3 DDX20 LSM1 ZFP36 KHDRBS1 SRPK2 PRPF31 EFTUD2 PTBP1 SF1 SRSF1 PPARGC1A HNRNPR SRPK1 SRSF2 DDX39A KHSRP CPSF6 SLU7 GEMIN2 CPSF3 CPSF1 SRSF10 TRA2A HSPA1B KIN SF3B3 CDK11A CDK11B NUDT21 USP39 DHX15 TRA2B GEMIN8 SCAF11 PABPC1 GEMIN6 GEMIN7 SRSF11 GEMIN5 SPOP CSTF3 UPF2 CSTF2 SMG6 SMG5 PAIP1 CELF1 SMG7 GRSF1 SMG1 SNW1 SSB PRPF18 ELAVL4 SF3A2 SF3A1 HNRNPA0 SLBP SF3A3 GSPT1 SFPQ SRSF12 PHF5A CSTF1 TXNL4A
PROTEIN_MODIFICATION_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_MODIFICATION_PROCESS PPP2R5C MYLIP BTK MAP3K6 ISG15 MAP3K9 ILK MAP3K8 TLK1 TLK2 OGT MAP2K6 PTPRJ IKBKAP MCRS1 PTPRM ROCK1 BRAF ROCK2 PTPRH KIAA1804 PTPRR PTPRT PTPRU MARK4 PTPRO KAT5 MARK1 MARK2 PPP1CA EIF2AK1 MAPK6 BACE2 MAPK4 F2 MAPK3 UBL4A MAPK8 EIF2AK3 EIF2AK4 GGCX PPP2R3B PPP2R3A ERBB3 ERBB2 DUSP10 DUSP12 IL17A DUSP13 NAA50 TNKS MGAT4B MGAT4A PHB TGFBR1 NIM1 TAOK3 EPM2A DUSP22 PCNP MOGS CDC42BPG STRADA UBA3 CDC42BPA TNK1 PARP3 SMURF1 TNK2 PARP4 PARP1 PARP2 CDC42BPB SEPHS1 LDLR NUAK2 TSG101 CUZD1 PMVK LATS1 LATS2 POMGNT1 MSRA SRPK2 LYN MMP15 SRPK1 CARD14 MAST1 CCND1 MAST2 SIK2 CCND3 PPEF2 PPEF1 CCND2 IL12A CAND1 TXK USP25 DOLPP1 NSD1 NNAT ABI3 MKNK2 GPAA1 ABI2 MKNK1 ABI1 MTMR3 NAGPA SNRK PTK2B PPP2CA PPP2CB MPDU1 PCSK9 PCSK5 USP33 MTMR7 PPP1R17 IL3 IL5 TRIM23 NAE1 RPS6KA5 CCL11 QPCT DUSP5 DUSP4 DUSP3 DUSP2 RPS6KA4 NAA15 LARGE CSNK1D CSNK1E GSK3B ARAF WHSC1L1 NLRP12 DPM1 DPM2 DPM3 LRP2 DUSP9 DUSP8 DUSP6 SIK1 PRPF4B STK38 ZAK STK36 TSPAN7 TSPAN8 MIPEP TGFB1 FNTB CSNK2A1 FNTA B3GALNT1 ATG7 TDGF1 ST3GAL6 RPN1 RPN2 FBXO22 INSR MATK EGFR BCL10 RET TWF1 MYO3A IL29 PTPRN2 HDAC10 HDAC11 IL20 EP300 RNF139 TESK2 UBA52 FBXO11 PHKA2 STK16 PAM CCL2 FGR STK11 STK10 UBE2V1 ST8SIA3 UBE2V2 ST8SIA2 MAPKAPK2 RABGGTA ECE2 FBXW7 PTK6 FBXW2 DYRK3 DYRK2 TRAF7 TRAF6 STK19 B4GALT7 LIPT1 SDF2 NR4A3 TAF1 AIPL1 EHMT1 MOB1B SMG1 ICMT ATG3 FURIN GLYCTK NMT2 NMT1 IKBKE PLK4 PLK3 TSC1 ST8SIA4 DYRK1B DYRK1A ABL1 MERTK ABL2 HDAC6 ALG1 ALG2 UCHL1 PRDX4 ALG5 PINK1 ALG6 DPH3 FES ALG8 PRMT1 NDUFS4 PRMT2 PKN3 PRMT7 PRMT8 CLCF1 PRMT5 LOXL2 MAN2B1 LOXL1 IP6K3 PPP2R1A SGK1 MAN1A2 SGK3 LIMK1 PKN2 PKN1 CDK9 PADI4 NEK11 PPM1G PPM1D CHRM3 CHRM1 LCK DDB2 CDK2AP1 ERN1 ERN2 AGER UBB PPM1M CARM1 TM4SF4 PPP2R2A TM4SF5 ACVR1 GALNT2 GALNT1 HS3ST5 GALNT7 APH1A GALNT6 ADAMTS13 APH1B BRSK2 BRSK1 PPM1B STUB1 IGF1R PRSS3 A4GNT DCLK1 KDM4A RNF144B NF2 PDF VHL HCK CBL ANXA1 RAF1 MAN1C1 NCSTN ICK TSSK1A JAK2 JAK3 DZIP3 B3GALT5 B3GALT4 AURKC PTPN22 RNF217 AURKA PTPN21 PRKG2 SLC35A1 PRKG1 PRKX PRKY PLOD2 WWP2 PLOD3 COL4A3BP WWP1 WNK4 TRAK1 PSENEN GTPBP4 BCR PIM1 WNK1 CDK12 WNK3 WNK2 PIM2 PPARGC1A CD37 UHRF2 CAMK4 HUWE1 CAMK1 AMFR SRP72 KAT2A NEK4 NEK6 FBXL2 TPST1 GCNT4 TPST2 GCNT3 KEL STK17B PXK STK17A STRADB UHMK1 EPHB2 VRK1 VRK2 GAD1 GCNT1 PLAT BMP4 LCMT1 PTPN18 FBXO2 CREBBP PTPN14 PTPN13 OXSR1 PTPN12 ADPRH EPHA5 CBLC EPHA8 ALG12 GRK1 GYPC ACVRL1 FASTK CCNT1 PTEN SENP7 ART1 CAMKK2 ART3 PDPK1 SIK3 CTBP1 ADAM10 PSEN1 PSEN2 MAP3K10 MAP3K13 CTDP1 MAP3K12 MAP3K11 SERP1 USP7 PPP6C FUT9 ATG12 FUT8 FUT7 FUT6 FUT5 NFS1 STT3B CDK16 SUMO1 SET STT3A CHM FUT4 FUT1 PCMT1 PRKAA1 FUT2 PRKAA2 CDK17 QSOX1 FYB CSNK1A1 AGA PTPRZ1 MEX3B HCLS1 STAT1 TP53RK COG3 COG7 MAPK12 MAPK15 PTCH1 PPP2R4 RBM14 COG2 LOR MYOD1 TUSC3 UBQLN3 SAE1 TTN PRKCB IL31RA DMPK PRKACB LOX KAT8 KAT6B KAT6A CSNK1G2 PICK1 FUT10 SOCS1 CDKL3 STK4 STK3 CDKL5 TPTE MAP4K3 MAP4K4 MAP4K5 CDKL1 RIPK3 DSP RIPK4 CSNK1G3 CSTA ERC1 PPP5C KALRN PPME1 SSH1 ITLN1 SSH2 MAP4K2 MAP4K1 NEDD8 ITGB2 ANAPC11 NAA10 IRAK3 B3GNT5 PTPLA LMTK2 RNF11 ERO1L UBE2D1 IVL STK38L PGGT1B RNF14 GAL3ST1 PTPN7 PTPN6 P4HB PTPN9 PTPN3 PTPN2 PTPN5 UST PTPN4 BMX BRCA1 AKTIP ULK1 PHEX UBE2E2 MYLK IL22RA2 UBE2E1 METAP1 METAP2 PRKAG1 TIMM50 AKT1 ACVR1B PIGK PAK2 PIGF NAA16 PIGG POMT1 PIGH PIGB PIGC PAK1 CSK AKT3 CHUK VCPIP1 AKT2 PIGA IRAK2 CCDC88A PIGZ PIGY CCDC88C PIGV PRKCI PIGU MINK1 PIGT PRKCH PRKCG PIGS CHST4 CHST5 ALK UBE2C PRKCE DAPK2 DAPK3 PRKCD PIGO DAPK1 PRKD1 UBE2N TYK2 MAGT1 EVPL CD80 SBF1 HIPK3 CD81 MDM2 PRKD3 ING5 ING4 PRKCZ FRK PPP4R2 PRKDC HAT1 UBE3C TRIB2 GLRX2 TRIB1 ERCC8 MAP3K3 MAP3K2 CDK11A CDK11B TGM3 CAMK2B SCG5 TGM5 YES1 CAMK2A PTPRB PTPRC ERG PTPRD LIPA PTPRE LTK B3GALT2 METAP1D UBE4B SIRT4 SIRT5 SIRT6 PARK2 SIRT1 GSG2 SIRT2 SIRT3 GMFB SPRR1A GMFG SPRR1B KAT2B TSSK2 TSSK4 LIPC BMPR1B POFUT1 IGFBP3 TSSK3 LIPE TSSK6 F2R BMPR1A
PROTEIN_AMINO_ACID_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_AMINO_ACID_PHOSPHORYLATION AURKC AURKA PRKG2 PRKG1 PRKX BTK PRKY MAP3K6 WNK4 COL4A3BP MAP3K9 ILK MAP3K8 TLK1 TLK2 MAP2K6 IKBKAP BCR BRAF ROCK1 ROCK2 KIAA1804 WNK1 PIM1 CDK12 WNK3 WNK2 PIM2 MARK4 MARK1 MARK2 EIF2AK1 MAPK6 CAMK4 MAPK4 MAPK3 F2 CAMK1 MAPK8 SRP72 NEK4 EIF2AK3 EIF2AK4 NEK6 ERBB3 ERBB2 STK17B STK17A STRADB PXK UHMK1 EPHB2 VRK1 VRK2 TNKS BMP4 TGFBR1 NIM1 TAOK3 OXSR1 EPHA5 CBLC CDC42BPG STRADA EPHA8 CDC42BPA TNK1 TNK2 CDC42BPB GRK1 ACVRL1 NUAK2 FASTK CCNT1 PMVK LATS1 LATS2 CAMKK2 PDPK1 SIK3 SRPK2 CTBP1 ADAM10 LYN SRPK1 CARD14 CCND1 MAST1 MAST2 SIK2 CCND3 CCND2 IL12A MAP3K10 TXK MAP3K13 MAP3K12 MAP3K11 ABI3 MKNK2 ABI2 MKNK1 ABI1 CDK16 SNRK PTK2B PRKAA1 PRKAA2 CDK17 PPP1R17 CSNK1A1 FYB IL3 IL5 HCLS1 MEX3B STAT1 CCL11 RPS6KA5 TP53RK RPS6KA4 MAPK12 CSNK1D CSNK1E GSK3B MAPK15 NLRP12 MYOD1 SIK1 PRPF4B STK38 ZAK STK36 TTN PRKCB TGFB1 IL31RA DMPK CSNK2A1 TDGF1 PRKACB INSR MATK EGFR TWF1 RET IL29 MYO3A CSNK1G2 PICK1 SOCS1 STK4 CDKL5 STK3 IL20 MAP4K3 MAP4K4 MAP4K5 CDKL1 TESK2 RIPK4 ERC1 KALRN STK16 CCL2 FGR STK11 STK10 ITLN1 MAP4K2 MAP4K1 ITGB2 MAPKAPK2 IRAK3 PTK6 LMTK2 DYRK3 DYRK2 STK19 STK38L NR4A3 TAF1 MOB1B BMX SMG1 GLYCTK IKBKE PLK4 PLK3 AKTIP ULK1 DYRK1B DYRK1A MERTK ABL1 ABL2 MYLK IL22RA2 PRKAG1 PRDX4 PINK1 FES AKT1 ACVR1B NDUFS4 PKN3 PAK2 CLCF1 PAK1 CSK IP6K3 CHUK AKT3 IRAK2 SGK1 CCDC88A SGK3 LIMK1 CCDC88C PRKCI PKN2 MINK1 CDK9 PRKCH PKN1 PRKCG DAPK2 PRKCE DAPK3 PRKCD NEK11 DAPK1 TYK2 PRKD1 CD80 HIPK3 CD81 LCK ERN1 CDK2AP1 ERN2 AGER PRKD3 ACVR1 PRKCZ FRK BRSK2 BRSK1 TRIB2 TRIB1 IGF1R MAP3K3 CDK11A MAP3K2 CDK11B CAMK2B CAMK2A DCLK1 ERG LTK NF2 HCK RAF1 GSG2 GMFB ICK TSSK1A GMFG TSSK2 JAK2 JAK3 TSSK4 BMPR1B TSSK3 IGFBP3 TSSK6 LIPE F2R BMPR1A
NEGATIVE_REGULATION_OF_TRANSFERASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_TRANSFERASE_ACTIVITY TRIB3 MBIP SFN PYDC1 PDCD4 LATS1 LATS2 CDKN2A PAK2 HEXIM2 HEXIM1 DUSP16 SPRED2 SPRED1 CDK5RAP1 APC GPS1 PTPRC PIF1 NF1 DUSP22 CRIPAK RB1 THY1 GPS2 CBLC TARBP2 DUSP2 LAX1 RGS3 HIPK3 RGS4 DUSP9 DUSP8 DUSP6
AMYLOID_PRECURSOR_PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/AMYLOID_PRECURSOR_PROTEIN_METABOLIC_PROCESS NCSTN CLN3 ACHE PSEN1 APH1A BACE2 PSEN2 PSENEN NECAB3 ABCG1
MEMBRANE_FUSION http://www.broadinstitute.org/gsea/msigdb/cards/MEMBRANE_FUSION SNAP29 KCNH1 NAPG VAPA NAPA EEA1 CD9 ATG7 ADAM2 VPS4B SNAP23 IZUMO1 STX11 STX6 NPLOC4 RABIF STAP1 CRISP1 VTI1B BNIP1 RABEP1 OTOF CACNA1H LRMP VAMP3 GOSR2 ADAM12 GCA
NITROGEN_COMPOUND_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NITROGEN_COMPOUND_BIOSYNTHETIC_PROCESS HSP90AB1 BCAT1 ALDH18A1 PAH BBOX1 TGFB2 GCH1 AKT1 NOS2P1 OAZ1 PLOD1 ASMTL ETNK1 SULT1A2 SPR DDAH2 NQO1 GCHFR EGFR HSP90AA1 PRG3 CDO1 PYCR1 GLA MAT2B SLC5A7
APOPTOTIC_PROGRAM http://www.broadinstitute.org/gsea/msigdb/cards/APOPTOTIC_PROGRAM PDIA2 TNFSF15 BNIP3 PMAIP1 BAK1 GPX1 NLRC4 CASP3 CDKN2A CASP8AP2 CASP9 CASP7 CASP8 ACIN1 TOP2A CASP2 DEDD2 AIFM3 AIFM1 GZMA DFFA DFFB CYCS TP53 NDUFA13 CECR2 GZMB C16orf5 BCL2L10 IFNB1 LCK PSEN2 F2 BID MCL1 PPT1 BCL2L1 SFN MOAP1 MTCH1 DIABLO HIP1 COL4A3 FOXL2 DNM1L SMAD3 CIDEA TPD52L1 BAD STAT1 SOD1 VDAC1 VCP BBC3 IFT57 BAX BIK APAF1 IFI6 F2R
INNATE_IMMUNE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/INNATE_IMMUNE_RESPONSE MBL2 BCL10 CRTAM CADM1 CEBPG APOBEC3G COLEC12 DEFB127 PYDC1 APOBEC3F NCR1 TLR8 CD1D APOA4 EREG KRT1 SFTPD IL12A DEFB118 IFNK IL12B DEFB1 DMBT1
POSITIVE_REGULATION_OF_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELL_CYCLE TBX3 SPHK1 NUSAP1 HCFC1 BIRC5 ASNS CITED2 TGFB2 CCND1 EREG CCND3 EPGN CCND2 TGFA EGF CD28
NEGATIVE_REGULATION_OF_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_SIGNAL_TRANSDUCTION EID2 SNX6 ZNF675 PTEN ADRB3 PEG10 OTUD7B VWC2 ARAP3 RHOH MDFI PTPRC CARD8 NF2 SLA2 NLK TAOK3 SOCS1 NF1 CIDEA CBY1 FRZB TAX1BP3 BRAP THY1 SIGIRR AMBP MFN2 CBLC ADRB2 SOST TSC1 NLRP12 HGS SMURF1 TNFAIP3 ACVR1
CHROMOSOME_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/CHROMOSOME_ORGANIZATION_AND_BIOGENESIS HDAC7 DDX11 SMARCD1 STAG3 TLK1 HIRIP3 TLK2 ACIN1 KAT8 CDCA5 KAT6B KAT6A SATB1 DFFB MTA2 HDAC10 ESPL1 ARID1A HDAC11 TAF6L PPARGC1A KAT5 REC8 RFC1 HUWE1 SMARCE1 SYCP3 ZWINT SMARCA5 KAT2A HMGB1 PAM MRE11A SYCP1 ACD NPM2 PBRM1 ASF1A HELLS PAPD7 EHMT1 SMG6 PHB PIF1 CREBBP CDC23 NDC80 SUV39H2 HDAC5 HDAC4 HDAC3 HDAC2 HDAC1 SMARCC1 SMARCC2 SUPT16H CHAF1A VCX SMC1A HDAC8 CHAF1B HDAC6 PTGES3 NBN KIF25 RSF1 EZH2 NAP1L1 BNIP3 NAP1L3 TERF2IP NAP1L2 LATS1 NAP1L4 PRMT7 DKC1 PRMT8 TOP2A TERT ZW10 RBBP4 AIFM2 NUSAP1 HMGA2 HMGA1 RAD50 UBE2N CHMP1A BPTF CARM1 NSD1 MAP3K12 H1FNT INO80 POT1 NCAPH SET SAFB ACTL6A SUPT4H1 TINF2 ERCC4 TERF2 ERCC1 KDM4A PDS5B MSH3 MSH2 NASP SIRT4 TNP1 SIRT5 CENPE SIRT1 MIS12 SIRT2 LEPREL4 CENPH SMC4 RPS6KA5 WHSC1L1 TEP1 RBM14 TSSK6
CELL_PROJECTION_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/CELL_PROJECTION_BIOGENESIS FGD2 FGD1 CD2AP VCL CDC42 CDC42EP2 CDC42EP1 RAC3 RAC1 ARAP1 FGD5 CDC42EP4 FGD6 CDC42EP5 THBS4 FGD4 CCDC88A PCNT VANGL2 ARFIP2 ACTN2 DNAI2 CDH13 CYFIP1 OPHN1
REGULATION_OF_NEURON_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_NEURON_APOPTOSIS GRM4 CDK5R1 AKT1S1 BAX NF1 PCSK9 PPT1 SOD1 GDNF CDK5 RASA1 TGFB2
RNA_SPLICING http://www.broadinstitute.org/gsea/msigdb/cards/RNA_SPLICING NCBP2 NCBP1 PRPF4B CRNKL1 HNRNPF LSM6 SNRPD3 CWC15 SNRNP200 SNRPD1 RP9 SNRPD2 SYNCRIP ZNF638 SMNDC1 NONO SRSF6 SRSF7 SRSF4 SRSF5 DDX23 DHX38 SFSWAP SRSF9 U2AF1 LSM4 DBR1 SRRM1 DDX20 LSM1 PRPF31 SNRPA1 SRPK2 NOL3 SNRPN EFTUD2 PTBP1 SF1 PRPF3 SRSF1 PPARGC1A SRPK1 SRSF2 DDX39A SNRPB KHSRP SLU7 LUC7L3 SNRPC GEMIN2 SNRPF SNRPG SRSF10 SNRPB2 TRA2A IVNS1ABP SF3B4 SF3B3 SF3B2 PPAN SNRNP40 PRPF8 USP39 CDC40 DHX16 TRA2B GEMIN8 SCAF11 HNRNPC HNRNPH3 GEMIN6 GEMIN7 SRSF11 NOVA1 GEMIN5 BCAS2 DHX8 SNRNP70 CELF1 RNPS1 SNW1 PRPF18 SF3A2 SF3A1 SF3A3 PPIG SFPQ ZRANB2 SRSF12 PHF5A TXNL4A
COFACTOR_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/COFACTOR_BIOSYNTHETIC_PROCESS ME1 COASY ALAD TSPO MOCS2 GCLC FECH COX10 UROS PPOX COQ7 GCLM PDSS1 PDSS2 COQ3 ALAS1 COQ2 ALAS2 CPOX NFE2L1 COX15
LYMPHOCYTE_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/LYMPHOCYTE_ACTIVATION CADM1 ELF4 IL18 JAG2 TNFSF13 HDAC7 TPD52 SPINK5 TGFB1 SART1 CD47 NLRC3 EBI3 CRTAM SIT1 CD3D CD3E SLA2 IL27 NFAM1 SOCS5 INHA IL21 THY1 NCK2 INHBA SIRPG LAT2 LAX1 CD40LG NCK1 LCK IL12A IL12B NHEJ1 ICOSLG LST1 INS CD2 ZAP70 SFTPD CD4 CD24 HELLS CD7 CD28 IL4 PTPRC IL7 CEBPG CD276 FOXP3 CD1D HDAC5 HDAC4 LAT GLMN CD79A CLEC7A HDAC9 IL2
POSITIVE_REGULATION_OF_PROTEIN_MODIFICATION_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_PROTEIN_MODIFICATION_PROCESS ITLN1 STUB1 TGFB1 IL31RA CLCF1 ATG7 TDGF1 UBE2D1 BMP4 BCL10 IL3 IL5 LYN IL29 HCLS1 PPARGC1A BRCA1 IL20 UBE2N CARD14 CCND1 CD80 CCND3 AKTIP CCND2 CD81 IL12A PPP2R4 TNK2
REGULATION_OF_RNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_RNA_METABOLIC_PROCESS SLC2A4RG HNRNPF XRCC6 HOXD13 MED23 RORB REST MED21 MED20 ZNF254 CITED1 CITED2 EPC1 FOXF1 MED26 FOXF2 MED27 VPS4B PQBP1 ZNF396 PATZ1 IKBKAP ZNF45 PCBD2 RREB1 RXRA KDM5B ZHX1 MECP2 ZHX2 MED12 ZHX3 MED14 MED13 HNF4G NME2 ZNF238 HNF4A MED17 SMARCAL1 TGIF1 MYBBP1A ZNHIT3 TRAPPC2 CRTC1 ZNF76 VPS72 FOXH1 HEXIM2 HEXIM1 ZNF74 PABPC1 TCF4 VEZF1 TCF3 ARHGEF10L UTF1 TCF7 KLF12 PAIP1 KLF10 MAP2K3 KLF11 ESRRG C19orf2 TFCP2 MZF1 ELF1 HNF1B HNF1A HTATIP2 ELF2 ELF4 EZH2 SPI1 TP63 ZNF345 DAXX ZNF350 ZNF148 CREG1 ZNF146 BRD7 SPIB HSF4 MYC TAF1L BRD8 ATF7IP ZNF281 ZNF282 PTF1A TP53 NDUFA13 FOSB ZNF143 SRPK1 JMY GTF2H1 MXD4 ARHGEF11 MYCN CIAO1 INHBA PFDN5 ZNF136 RUVBL1 NSD1 CLOCK ZMYND11 ZNF274 CREM ZNF367 NUFIP1 ZNF35 ZNF177 ZNF174 LIMD1 SUPT4H1 FOXD3 MYF6 IL4 ZNF263 LMX1B TRIM28 MYF5 TRIM27 TNP1 ELAVL2 PHF12 TRIM22 TP73 RPS6KA5 ATRX ZNF157 MNAT1 TADA3 RPS6KA4 NAA15 RBAK FOXE1 TCEB3 TCEB1 PHF5A NR5A1 MMS19 NCBP1 TCEAL1 TGFB1 SMARCD2 SMARCD3 MDFIC SMARCD1 SCRT1 BCL10 ZNF593 HDAC10 ARID1A CSDA DDIT3 JUNB PA2G4 HIF1A SMARCE1 TCFL5 TFAP2B SMARCA5 MNX1 TFAP2A EDF1 TFAP2C SMARCA1 SMARCA2 EID1 HMGB1 CNBP HMGB2 LITAF UBE2V1 ABCA2 NR2C2 CXXC1 MEIS2 RPL6 SMARCB1 SNF8 TEAD4 JUND HELLS TFDP1 EPAS1 TAF8 BRIP1 NEUROG1 ATF6 HDAC5 HDAC4 ATF5 NRF1 ATF4 HDAC2 DYRK1B SMARCC1 ATF7 PRKAR1A SMARCC2 ABL1 HDAC8 E2F1 RSF1 FOSL2 ARID4A E2F6 CTCF DEK ZNF202 PAWR TMF1 PAX8 LRRFIP1 FOSL1 NFX1 SLA2 ARID5B ARID5A ESR2 CDK7 RB1 HMGA2 HMGA1 PRPF6 TARBP1 TARBP2 NCOA6 ZFPM2 JMJD1C CARM1 SRSF10 NFYC NFYB NFYA HIC1 TFAM ORC2 TSC22D3 CHD2 CHD1 NFATC2 NFATC3 CHD4 NFATC1 CHD3 VHL CEBPG CREB5 DBP ID4 FST HIRA SIN3A TRAK1 RARB SUPT5H TWIST2 TWIST1 PITX2 YY1 TAF6L PPARGC1B UHRF1 MTF1 PRDM1 KAT2A AFAP1L2 CALR PLAGL1 DRAP1 HTATSF1 MAML3 BCOR TCF25 NKX2-5 MDFI HMGB1P10 IKZF3 BMP2 KLF7 KLF9 SUB1 MAML1 CREBBP MAML2 SMAD4 RYBP SMAD3 SMAD2 UBP1 NOTCH2 RNF4 NOTCH4 JAZF1 SRSF12 TCF19 RBPJ ZFHX3 TCF12 KLF4 TCF15 BMP6 ZBTB32 PPARD TBX22 TBX21 PPARG NFKB2 ZEB1 GLI2 HSBP1 KCNIP3 ZBTB38 GLI1 BLZF1 GFI1B NR2F2 ZNF354A TBX10 CCNH SCAP RBBP8 MED6 CTNNBIP1 MED7 CHMP1A RIPPLY1 SRCAP TBX19 MED1 POLR2L POLR2K EHF ZBTB16 SUFU MRPL12 NR1D2 SQSTM1 GATAD2A PEX14 BCL6 MLLT6 POLR3G TBX3 TBX2 TBX5 HCLS1 ILF3 POLR3C SNAI2 STAT3 SOD2 STAT2 PREB UBTF ILF2 NEUROD2 PHF21A PBX1 PBX3 RBM14 CIR1 PBX4 HNRNPAB MYOD1 CRABP2 FOXO1 FOXO3 FOXO4 HOXC6 GATA1 GATA6 GATA4 HOXC5 KAT7 GABPB2 MYO6 FOXN1 ZNF189 ARNTL NR0B2 NR0B1 ELL3 TRERF1 AHR FOXN3 TIAL1 TFAP4 ELK1 RUNX1 RNF14 SREBF1 NFE2 SAP18 SNW1 GSC2 FOXP3 BRCA1 SREBF2 GCM1 DNMT1 MAFA SOX21 POU6F2 FOXK2 NR6A1 BUD31 MEN1 FOS NAA16 POU5F1 POU4F2 SOX18 POU4F1 MKL2 ELP4 ELP3 NANOG ELP2 SP100 LDB1 SOX12 UBN1 NRIP1 BPTF ZMIZ2 MDM2 MDM4 CUX1 ZFP161 SUPT3H GLIS3 ING4 ING2 TNF GLIS1 HCFC2 TCF7L2 TNFRSF1A NPAS2 ERCC6 CDK11A CDK11B POU2F3 GFI1 ERCC3 ENO1 ERCC2 ERF SOX30 SIRT4 SIRT5 CBY1 SIRT1 SP1 SP2 SP3 DR1 IRF7 IRF8 SP4 THRAP3 IRF2 CRK
CATION_HOMEOSTASIS http://www.broadinstitute.org/gsea/msigdb/cards/CATION_HOMEOSTASIS SLC9A7 CASR GNA15 ATOX1 F2RL1 CD52 CXCL12 AGTR1 APP GALR2 RGN S1PR3 CHRNA7 BUD31 LPAR2 LPAR3 FTL S1PR4 C5AR1 THY1 CCR9 CCR8 PLCE1 CCR7 CCR6 CCR5 ATP2C1 CCR4 CCR3 CCR2 STC1 SLC40A1 GLP1R SRI CCL1 C3AR1 CCL3 DRD1 CLCN3 CCL2 CYSLTR1 HFE BDKRB1 PPT1 BDKRB2 CCL5 CALR ATP6V1B1 FTH1 CCL7 P2RY4 SLC30A5 ATP7A CD55 GCM2 SLC4A11 CXCL13 AVPR1B AVPR1A CACNA1C XCL1 CACNA1A ATP7B SLC9A1 CCKAR MCHR1 CXCR3 EDNRA FXN SAA1 CXCR4 NMUR2 TRPV4 XCR1 MYC KNG1 CLN3 CCKBR PROK2 LCK GHRL CLN5 CLN6 CLDN16 CCR1 TFR2 TAC1 CALCA CALCB CCL23 BCL2 CD24 PTPRC OPRL1 ATP1A3 CCL19 ATP1A4 MTL5 ATP1A1 ATP1A2 SOD1 CCL15 TMPRSS3 CCL11 CCL13 CCL14 HPX MT2A CP
CHROMATIN_MODIFICATION http://www.broadinstitute.org/gsea/msigdb/cards/CHROMATIN_MODIFICATION RSF1 BNIP3 HDAC7 PRMT7 PRMT8 SMARCD1 KAT8 KAT6B KAT6A RBBP4 HDAC10 ARID1A HDAC11 TAF6L KAT5 PPARGC1A HMGA1 UBE2N BPTF HUWE1 SYCP3 KAT2A CARM1 NSD1 MAP3K12 INO80 SET NPM2 PBRM1 ACTL6A SUPT4H1 HELLS KDM4A EHMT1 NASP PHB CREBBP SIRT4 SIRT5 TNP1 SIRT1 SIRT2 SUV39H2 HDAC5 RPS6KA5 HDAC4 HDAC3 HDAC2 HDAC1 SMARCC1 WHSC1L1 SMARCC2 RBM14 HDAC8 HDAC6
RESPONSE_TO_WOUNDING http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_WOUNDING F2RL2 F2RL3 ADORA3 S100A8 AIF1 F13A1 GNA12 S100A9 IL13 MMRN1 HDAC7 CXCL11 ADORA1 TGFB1 GP9 TGFB2 CXCL10 CTGF LTB4R SERPINE1 APOA5 S1PR3 CHRNA7 IL1A F12 F11R L3MBTL4 F10 RELA VPS45 F8 F9 F7 CD40 CDO1 IL20 TNFAIP6 CCR7 THBD CD36 CCR5 HNF4A F5 CCR4 CD40LG CCR3 F2 CCR2 CX3CR1 TFPI RIPK2 NFE2L1 PLA2G2E PLA2G2D DCBLD2 TPST1 GGCX C3AR1 ACHE CCL3 ADORA2A PABPC4 HOXB13 AFAP1L2 CX3CL1 ITGB3 LMAN1 CCL5 MDK CCL4 AHSG IL17C F13B IFNA2 MIA3 RAC1 AIMP1 ENTPD1 BLNK PLAT ITGA2 AGER S100A12 HDAC5 HDAC4 APOL3 LYVE1 CD59 FPR2 PARP4 GHSR HDAC9 ABCF1 FGF7 ACVRL1 ELF3 TACR1 CRP PRDX5 NFKB1 CD97 CFHR1 FOS NOD1 CXCR4 AOAH IL1RAP CCL3L3 MGLL LBP XCR1 NFX1 KNG1 IRAK2 IL18RAP APCS CHST2 LYZ NLRP3 WAS SIGIRR PROC ALOX15 KLRG1 GNAQ EREG ADM SPRR3 PLA2G7 GHRL PROS1 GAP43 PTAFR AOC3 CXCL1 MBL2 NMI RTN4RL1 CCR1 CXCL2 C5 CXCL9 PF4 CXCL6 GPR68 MAGI2-IT1 CCL26 CCL24 TNFRSF1A HRH1 CCL22 CCL23 CCL20 MEFV IL10RB CCL21 ALOX5AP KRT1 GP1BA NFATC4 RTN4RL2 C2 PTX3 NFATC3 SCG2 NOX4 LY75 KLK8 IL5 CEBPB IL8 NFRKB NF1 IL9 ANXA1 C4BPB CYP4F11 SOD1 TMPRSS6 PLG CCL11 ORM1 VWF CXCR2 CCL13 CYBB AOX1 SELE ORM2 F2R
DETECTION_OF_BIOTIC_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/DETECTION_OF_BIOTIC_STIMULUS CRTAM NLRC4 NOD2 NOD1 PGLYRP4 PGLYRP2 PGLYRP3 PGLYRP1 NLRP3 CD1D
TRANSCRIPTION_FROM_RNA_POLYMERASE_III_PROMOTER http://www.broadinstitute.org/gsea/msigdb/cards/TRANSCRIPTION_FROM_RNA_POLYMERASE_III_PROMOTER POLR3G GTF3A SNAPC5 BRF1 POLR3H POLR2L POLR3K SNAPC2 POLR2K SNAPC4 ZNF76 SNAPC3 ZNF143 IVNS1ABP POLR3C ZNF345 BRCA1 TROVE2 GTF3C4
NEGATIVE_REGULATION_OF_CATALYTIC_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CATALYTIC_ACTIVITY GABBR1 GABBR2 MBIP PDCD4 LATS1 LATS2 EDNRB GPX1 APOA2 CDKN2A PAK2 GALR1 GALR3 CDKN2D SPRED2 SPRED1 CDK5RAP1 DHCR24 TP53 RB1 HBXIP THY1 TNNT2 TARBP2 GRM4 GRM3 GRM2 GRM8 LAX1 HIPK3 GRM7 CCR2 CAND1 ATPIF1 GNAI3 GNAI2 DRD5 TRIB3 SFN PYDC1 HEXIM2 HEXIM1 DUSP16 ADRA2A FBXO5 ANGPTL3 APC ANGPTL4 GPS1 PTPRC PIF1 NF1 DUSP22 BIRC5 CRIPAK GPS2 CBLC NOSIP DUSP2 GLA RGS3 RGS4 LTB4R2 PPP2R4 DUSP9 DUSP8 DNAJB6 IFI6 DUSP6
CELLULAR_MACROMOLECULE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_MACROMOLECULE_METABOLIC_PROCESS AURKAIP1 PPP2R5C RCE1 MYLIP BTK MAP3K6 ISG15 MAP3K9 MAP3K8 ILK OGT IKBKAP MCRS1 BRAF MYH9 MARK4 MARK1 SARS2 MARK2 PPP1CA EIF2AK1 MAPK6 MAPK4 TMPRSS11E BACE2 BACE1 F2 MAPK3 MGAM MAPK8 EIF2AK3 EIF2AK4 PPP2R3B PPP2R3A PABPC4 DUSP10 DUSP12 ARF6 ARIH1 IL17A DUSP13 KLKB1 RAC1 IL17F NAA50 PAIP2 PAIP1 TAOK3 EPM2A DUSP22 UBE2L3 MOGS STRADA CDC42BPG CDC42BPA SMURF2 PARP3 PARP4 SMURF1 PARP1 PARP2 CDC42BPB NUAK2 LDLR TSG101 UBE2G1 UBE2G2 EIF2A CUZD1 PMVK YBX2 MMP24 LNPEP MMP20 EEF2K APCS MRPL3 MTERF LYN EIF1B CCT6A MMP15 MMP14 MMP13 TTF2 MMP12 LRPAP1 MMP11 INHBB EIF4A3 MMP10 INHBA CARD14 SIK2 EREG PPEF2 TRNAU1AP PPEF1 EIF4A2 MTRF1 IL12A MGEA5 TXK IL12B DOLPP1 USP25 FMOD NNAT MKNK2 ABI3 MKNK1 ABI2 ABI1 NECAB3 PET112 MTMR3 CCT6B SNRK MPDU1 MARS2 DAZL C2 USP33 MTMR7 PPP1R17 IL4 IL3 IL6 DAZ1 IL5 UPF1 IL9 TRIM23 ETF1 QPCT DUSP5 DUSP4 DUSP3 DUSP2 CSNK1D CSNK1E GSK3B WHSC1L1 ARAF LRP2 DUSP9 DUSP8 DUSP6 PRPF4B IL18 IDE HBS1L CXCL12 IL10 TGFB1 FNTB CSNK2A1 FNTA ATG7 TDGF1 DNAJC7 FBXO22 SAMD4A EBI3 DNAJC1 BCL10 IL29 MYO3A PTPRN2 IL27 IL20 EP300 RNF139 TESK2 STMN1 FBXO11 PHKA2 CCL2 UBE2V1 ST8SIA3 UBE2V2 ST8SIA2 MAPKAPK2 RABGGTA TTC1 FBXW7 PTK6 DNAJA1 FBXW2 AIMP1 DNAJA3 SDF2 EHMT1 MOB1B ICMT FURIN ATG3 NMT2 ATF6 IKBKE NMT1 ST8SIA4 DYRK1B DYRK1A DNAJB2 ABL1 ABL2 DNAJB6 HDAC6 PREX1 PINK1 CASP5 CASP6 WARS CASP3 PRMT1 PRMT2 CASP4 MAZ PKN3 PRMT7 PRMT8 CASP7 PRMT5 CASP8 NRG1 CASP1 MAN2B1 CASP2 ARL2 PPP2R1A TBCE PKN2 PKN1 NEK11 TBCA TBCD TBCC GAA ERN1 DDB2 ERN2 MAPRE1 AGER WASL UBB TM4SF4 PPP2R2A TM4SF5 FKBP9 HS3ST5 FKBP6 FKBP5 FKBP4 BRSK2 BRSK1 STUB1 PAIP2B PRSS2 PRSS3 KDM4A DCLK1 OLR1 CEBPG CBL RAF1 XPNPEP1 NCSTN ICK GCK MMP23B ELANE CHIA DZIP3 AURKC AURKA PRKG2 CCT3 PRKG1 SLC35A1 PRKX PRKY WWP2 WNK4 WWP1 EIF1AX ERAP1 PSENEN ANAPC2 GTPBP4 BCR ANAPC5 CD3E ANAPC4 CDK12 WNK1 UBR3 WNK3 WNK2 PPARGC1A GLCE ERP44 CD37 CAMK4 UBR5 FBXL4 CAMK1 FBXL6 AMFR EXT1 NEK4 KAT2A NEK6 FBXL2 TPST1 TPST2 FARS2 KEL STK17B MME STK17A EPHB2 VRK1 ACE STX12 VRK2 FBXO6 FBXO3 FBXO7 PLAT FBXO2 OXSR1 CCT7 EPHA5 CCT4 RPL18A EPHA8 SUPT16H GHSR ALG12 PLAU GRK1 COX11 ACVRL1 COX10 PTEN SENP7 ART1 ART3 PDPK1 CHST12 CHST11 CHST14 CHST13 COX18 COX15 CTBP1 PRG3 UFD1L APTX SIGIRR BLMH SENP1 FARSB MAP3K10 RPS4Y1 MAP3K13 CTDP1 MAP3K12 SERP1 MAP3K11 PPP6C PREP FUT9 ATG12 FUT8 FUT7 FUT6 FUT5 EDEM1 STT3B AZU1 CDK16 STT3A BCL3 FUT4 PEX13 FUT1 PRKAA1 PRKAA2 FUT2 CDK17 CD28 AGA CSNK1A1 FYB HCLS1 MSRB2 MSRB3 COG3 TP53RK COG7 CAPG PTCH1 PPP2R4 APBB1 COG2 MYOD1 MMP9 MMP8 MMP7 EIF5A SAE1 MMP3 TTN PRKCB MMP2 MMP1 AIP PRKACB KAT8 KAT6B KAT6A ENDOU CSNK1G2 ERP29 PICK1 NAPSA NAPSB CLPX DSP CSNK1G3 CSTA ERC1 PPP5C CELA3A SSH1 SSH2 KATNB1 NEDD8 ITGB2 LMAN1 KARS NAA10 EIF3C IRAK3 EIF3D UBE2D3 EIF3A UBE2D2 EIF3B EIF3G EIF3H EIF3E EIF3F LMTK2 EIF3I EIF3J UBE2D1 STK38L GAL3ST1 PGGT1B EEF1A1 P4HB MRPS24 BMX FOXP3 BRCA1 EIF4B PPIH ULK1 PPIA EIF4H GLMN SPCS1 PHEX UBE2E2 UBE2E1 IL22RA2 SEPX1 METAP1 METAP2 PRKAG1 DSTN ANG MKKS TNIP1 CHUK VCPIP1 IRAK2 UBE2A PRKCI PRKCH CHST3 CHST4 PRKCG UBE2I MRPS7 CHST5 UBE2H PRKCE UBE2C ALK UBE2B PRKCD PRKD1 TYK2 UBE2N EVPL CD80 CHST7 UBE2K CHST9 CD81 CHST8 GHRL MDM2 DHPS MDM4 PRKD3 MBL2 PRKCZ FRK PPP4R2 UBE3A TNFRSF8 HAT1 PRKDC UBE3C TRIB2 TRIB1 ERCC8 MAP3K3 MAP3K2 CDK11A CDK11B TGM3 SCG5 CAMK2B HS6ST1 TGM5 YES1 CAMK2A SCO1 APC UBE4A METAP1D UBE4B SIRT4 SIRT5 SIRT6 PARK2 SIRT1 SIRT2 SIRT3 TMEM48 PRLR MAPK8IP2 IRF4 BMPR1B IGFBP3 POFUT1 BMPR1A RPL18 RPL19 RPL14 RPL13 PGC LTBP4 RP2 RPL15 RPL11 TLK1 TLK2 MAP2K6 PTPRJ YARS PTPRM ROCK1 ROCK2 PTPRH KIAA1804 PTPRR EIF2S3 PTPRT PTPRU KAT5 PTPRO ST13 ADAMTS9 RPS19 RPS17 ST14 RPS12 UBL4A RPS10 RPS11 SURF1 WFDC2 ADAMTS5 ADAMTS4 GGCX ERBB3 ERBB2 PPT1 MTIF2 MTIF3 CDC42EP2 RPS27 TNKS CDC42EP5 MGAT4B MGAT4A NPLOC4 TGFBR1 PHB NIM1 RPS9 PCNP RPS5 UBA3 C9orf3 TNK1 PAPPA2 TNK2 SGSH DPP3 LIMA1 SEPHS1 PDIA2 PDIA6 PDIA5 LATS1 LATS2 CFHR1 POMGNT1 MSRA NOD1 NUBP1 MAPT CETP CSGALNACT2 CLN3 SRPK2 ARHGEF2 PEPD NDUFA13 SRPK1 NCK2 MAST1 CCND1 MAST2 CCND3 RPL41 CCND2 NCK1 NUP205 PFDN4 RPL3L CAND1 RUVBL2 TMSB4Y NSD1 CLN6 TUFM NACA RPL35 GPAA1 RPL37 RPL38 RPL39 PCSK2 PCSK1 RPL30 NAGPA PTK2B RPL31 RPL34 PPP2CA PPP2CB PITRM1 PCSK9 WIPF1 PCSK6 PCSK5 HGFAC RASA1 RPL26 TNP1 RPL24 TMPRSS6 CAPN3 RPL28 SELS RPL29 NAE1 CCL11 RPS6KA5 RPS6KA4 NAA15 LARGE RPL22 RPL21 HSPA4L NLRP12 DPM1 DPM2 DPM3 SIK1 STK38 ZAK ATP6AP2 BTRC STK36 EIF5 TNFSF15 RPS6KB2 TSPAN7 TSPAN8 MIPEP APOA4 APOA2 APOA1 B3GALNT1 DDX25 ST3GAL6 RPN1 CPA2 CPA3 EIF1 RPN2 CPA1 INSR MATK EGFR TWF1 RET TAZ HDAC10 HDAC11 SMARCE1 HSPB1 UBA52 STK16 PAM ACHE EID2 FGR STK11 STK10 ANLN TIMP1 ECE2 UGGT1 RPL7 RPL6 RPL9 RPL8 RPL3 HSPE1 RPL5 DYRK3 RPL7A DYRK2 TRAF7 RPL4 ANGPTL3 STK19 TRAF6 LIPT1 B4GALT7 NR4A3 TAF1 AIPL1 SMG1 RPL23A HSPBP1 GLYCTK LCN1 PLK4 PLK3 TSC1 VCP CDKN2AIP MERTK CPB2 ASPRV1 NDST1 CORIN ALG1 ALG2 UCHL1 PRDX4 PEX6 DPH1 ALG5 ALG6 DPH3 FES ALG8 RPS2 RPS3 NDUFS7 NDUFS5 ALAS2 NDUFS4 RPS3A CLCF1 NDUFS8 NPC1L1 LOXL2 LOXL1 IP6K3 SGK1 MAN1A2 SGK3 LIMK1 CDK9 PADI4 MID1IP1 HMGA1 PPM1G PPM1D ADRB2 ATG4D ATG4C CHRM3 ATG4B CHRM1 ATG4A LCK CDK2AP1 PPM1M CARM1 ACVR1 GALNT2 GALNT1 GALNT7 APH1A ADAMTS13 GALNT6 APH1B NFYC PPM1B NGLY1 IGF1R A1CF REN TOR1A A4GNT RNF144B NF2 PDF VHL HCK ASMT ANXA1 GYG2 MAN1C1 TSSK1A TSFM JAK2 JAK3 MBTPS1 EIF2C1 MRPL41 B3GALT5 B3GALT4 RNF217 PTPN22 PTPN21 SHH HTRA2 PLOD2 COL4A3BP PLOD3 TRAK1 HRSP12 EIF2B2 CFD EIF2B3 EIF2B4 EIF2B5 MRPL52 MRPL51 CSGALNACT1 AARS PIM1 PIM2 BOLL UHRF2 HUWE1 RARS TBRG1 SRP72 HS3ST3B1 GCNT4 GCNT3 IGF2BP2 STRADB PXK PIN4 PXN UHMK1 MRPL55 GYS2 ZMPSTE24 AGRN GCNT1 GAD1 BMP4 LCMT1 BMP1 PTPN18 CREBBP PTPN14 SMAD4 PTPN13 CDC23 SMAD3 CDC20 ABCG1 PTPN12 ADPRH CBLC AHSA1 ABCF1 GYPC SPG7 KIAA0368 WASF3 COPS5 WASF1 FASTK CCNT1 CAMKK2 BAG5 BAG4 ZFYVE9 BAG2 SIK3 ADAM10 ASTL PSEN1 PSEN2 SIAH1 SIAH2 PMPCA USP7 SHFM1 RPL27A NFS1 SUFU MRPL10 SUMO1 SET LECT1 SQSTM1 CHM SEPSECS PCMT1 QSOX1 RRBP1 PTPRZ1 MEX3B STAT1 EIF2B1 MIS12 MRPL23 PSMD14 MAPK12 PYGM MAPK15 RBM14 PYGB LOR TUSC3 TLR1 TLR3 UBQLN3 TLR4 TLR6 TLR7 TLR8 DMPK IL31RA TLR9 SEP15 LOX SPN DARS SOCS1 FUT10 CDKL3 STK4 TRAT1 STK3 CDKL5 TPTE MAP4K3 MAP4K4 ADRM1 MAP4K5 CDKL1 RIPK3 RIPK4 PGCP KALRN FZR1 DERL2 SYVN1 DERL1 PPME1 ITLN1 MAP4K2 MAP4K1 ANAPC10 ANAPC11 CHIT1 SRC B3GNT8 B3GNT5 CTRC PTPLA SFTPD RNF11 CLASP1 ERO1L IVL RNF14 SRGN CTRL PTPN7 PTPN6 PTPN9 PTPN3 PTPN2 PTPN5 UST PTPN4 CD276 EVL PSMC5 AKTIP PSMC4 MYLK D2HGDH HPS4 TIMM50 AKT1 PIGK ACVR1B PIGF PAK2 PIGG HPSE TPP1 NAA16 GSN TPP2 PIGH POMT1 PIGB PIGC PAK1 CSK LTB AKT3 AKT2 PIGA CTSZ CCDC88A HSP90AA1 PIGZ PIGY CCDC88C PIGV PIGU PIGT MINK1 PIGS INHA CTSS DAPK2 DAPK3 PIGO DAPK1 EIF4G2 MAGT1 CTSK EIF4G3 SBF1 TPPP CTSO HIPK3 CTSB CTSH CTSG CTSF ING5 ING4 SCARF1 GLRX2 CPZ SPRR2C KRT7 KRT1 PTPRB PTPRC ERG PTPRD PTPRE LIPA LTK B3GALT2 ISOC2 CENPJ GSG2 GMFB GMFG SPRR1A L2HGDH SPRR1B TSSK2 KAT2B TSSK4 LIPC TSSK3 LIPE TSSK6 F2R
TISSUE_REMODELING http://www.broadinstitute.org/gsea/msigdb/cards/TISSUE_REMODELING CASR ACHE OSTF1 ELF3 STATH ZNF675 GLI2 ATP6V1B1 AHSG GLI1 CALCA DSPP TPP1 RUNX2 SRGN TWIST2 BMP4 COL13A1 KL IL7 NF1 DMP1 MGP CDK6 SPARC ANKH MC4R CARTPT ATP6V0A4 ACVR1
NEGATIVE_REGULATION_OF_RESPONSE_TO_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_RESPONSE_TO_STIMULUS LEP TARBP2 PTPRC KLK8 CARTPT GHRL CHRNA7 FOXP3 GHSR SPINK5 TGFB2
SPHINGOLIPID_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/SPHINGOLIPID_BIOSYNTHETIC_PROCESS ST6GALNAC6 LARGE SGMS2 CERS1 ST8SIA5 UGCG ST8SIA1 ST8SIA3 SGMS1 CERS5
ESTABLISHMENT_AND_OR_MAINTENANCE_OF_CHROMATIN_ARCHITECTURE http://www.broadinstitute.org/gsea/msigdb/cards/ESTABLISHMENT_AND_OR_MAINTENANCE_OF_CHROMATIN_ARCHITECTURE RSF1 EZH2 NAP1L1 BNIP3 NAP1L3 NAP1L2 HDAC7 NAP1L4 PRMT7 PRMT8 SMARCD1 HIRIP3 TLK1 TLK2 KAT8 KAT6B KAT6A SATB1 RBBP4 MTA2 HDAC10 ARID1A HDAC11 TAF6L HMGA2 PPARGC1A KAT5 HMGA1 UBE2N SYCP3 BPTF SMARCE1 HUWE1 SMARCA5 KAT2A CARM1 NSD1 MAP3K12 HMGB1 H1FNT INO80 SET SAFB NPM2 PBRM1 ACTL6A SUPT4H1 ASF1A KDM4A HELLS EHMT1 NASP PHB CREBBP SIRT4 TNP1 SIRT5 SIRT1 SIRT2 SUV39H2 HDAC5 RPS6KA5 HDAC4 HDAC3 HDAC2 HDAC1 SMARCC1 SMARCC2 WHSC1L1 SUPT16H VCX RBM14 CHAF1A HDAC8 CHAF1B TSSK6 HDAC6
NEGATIVE_REGULATION_OF_DEVELOPMENTAL_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_DEVELOPMENTAL_PROCESS SNCA HDAC7 CIAPIN1 SHH FAS DDAH2 TWIST2 OPA1 CRYAA BRAF CRYAB PIM1 BCL2L10 THY1 NME5 NME2 TMX1 KRT18 SERPINF1 CD40LG TXNDC5 VEGFA MAPK8 MYO18A IQCB1 TNFRSF6B BCL2L2 PPT1 BCL2L1 HSPA1B CD74 AHSG NPHP3 PEA15 IL17F BMP4 BECN1 SPHK1 CIDEA TNNI3 TAX1BP1 NOTCH2 BFAR NOTCH1 RNF7 SFRP1 NUP62 NOTCH4 RTN4 HTATIP2 NUAK2 ZNF675 BNIP3 NFKB1 SPINK5 TRIAP1 GPX1 BAG4 BAG1 USH2A DHCR24 CLN3 CDK1 GPR98 PROK2 SERPINB9 INHBA AMIGO2 BNIP1 EREG PSEN1 TNFRSF10D BNIP2 SERPINB2 AVEN NPPB SEMA4D ALOX12 YWHAZ PML RTKN ZBTB16 MIF BCL2 BCL3 AATF RASA1 CD27 CD28 IL4 IL3 IL6 TBX3 IL7 BIRC6 NPR1 BIRC5 XIAP BIRC3 SOD1 PLG CDH13 YWHAH STAB1 GSK3B BNIP3L IL2 BARD1 CBX4 FOXO1 FOXO4 TNFSF18 GDNF CDKN2D TDGF1 TPT1 API5 IL1A BCL10 SOCS2 SOCS3 DFFA RELA BCL2A1 HRK SOCS5 HBXIP TNFAIP8 CARTPT HSPB1 ERC1 HMGB1 GCLC CCL2 MCL1 AKT1S1 ALB NPM1 GLO1 SRGN ARHGDIA ANGPTL4 CFLAR MAFB HDAC5 HDAC4 HDAC3 HDAC1 HDAC9 IFI6 IER3 PRDX2 CASP3 CLCF1 PAX7 NOL3 LDB1 CDK6 INHA PROC HIPK3 CFL1 FAIM3 GHRL NAIP CNTN4 GSTP1 ACVR1 PRKCZ TNF ASNS PF4 CALCA IGF1R ERCC5 SH3GLB1 TNFRSF18 DAD1 PIK3R2 SCG2 HSPA9 COL4A3 IL2RB KLK8 COL4A2 DTX1 NF1 ANXA1 ANXA5 ANXA4 SIRT2 SON HSP90B1 BAX BRE MPO TIAF1
POSITIVE_REGULATION_OF_CELLULAR_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CELLULAR_PROCESS RPL17 AURKAIP1 PGF XRCC6 BTC RORB MED21 SART1 CITED2 BTK SSR1 CUL3 EPC1 CUL2 MAP3K5 CUL5 HTR1A FOXF1 FOXF2 FAS CUL1 CRTAM PCBD2 PDPN RXRA KDM5A MED12 MED14 MED13 MARK4 BCL2L11 THY1 MAPK1 SIRPG NME2 RPS19 NME3 SSTR3 HNF4A SERPINF1 IFNB1 NME1 MED17 MST1R UNC13B MCTS1 ORAI1 ERBB2 CRTC1 ARF6 PPT1 FOXH1 IFNA2 ADRB3 CDC42EP2 CDC42EP1 RAC1 CDC123 ZAP70 DIABLO ARAP1 TCF4 CDC42EP4 TCF3 ARHGEF10L CDC42EP5 UTF1 TAOK2 TGFBR1 MAP2K3 TAOK3 TGFBR2 SPHK1 ESRRG MSTN APOL3 EI24 TNK2 ELF1 HNF1B FGF7 HNF1A HTATIP2 SLC20A1 ELF4 NAP1L1 SPI1 TP63 BNIP3 DAXX NOD2 NOD1 MAPT TICAM1 TICAM2 TMEM101 MYC SERTAD1 FGF4 CDC7 ATF7IP AIFM3 LYN AIFM2 AIFM1 TP53 NDUFA13 FLNA GTF2H1 ARHGEF11 JMY INHBB CIAO1 INHBA NCK2 CARD14 CCND1 EREG CCND3 BNIP1 CCND2 RIPK1 NCK1 IL12A IL12B EEF1D NSD1 CLOCK CLN6 ALOX12 CSF3 TBC1D8 CSF1 PML TRIM13 NUFIP1 SORBS3 PTK2B PPP2CA PLEKHG5 PCSK9 DAZL SUPT4H1 FOXD3 IL4 IL3 DAZ1 IL6 IL5 IL7 IL9 TRIM28 IGF1 TP73 PLG CLEC11A CAPN1 MNAT1 CDH13 CCL14 NAA15 EPGN GSK3B BNIP3L BNC1 FOXE1 NLRP12 AMOT PHF5A HTR2B BARD1 IL2 LRP5 NCBP2 MMS19 NCBP1 SLC44A2 ZAK GRIK2 IL18 TSPAN6 TNFSF14 TNFSF13 TNFSF12 IL15 TGFB1 CRADD CXCL10 TGFB2 IL11 APOA2 NLRC4 CDKN2A CDKN2B CDKN2C MIER1 MDFIC SMARCD3 ADIG ATG7 TIA1 TDGF1 SMARCD1 ZNF443 S1PR3 DAP BUD31 S1PR2 GPR89A EBI3 SAMD4A MATK EGFR BCL10 NUDT2 IL29 BST2 ACTN4 GOLT1B IL27 RELA STIM1 FADD ARID1A IL21 IL20 HIF1A MIB2 TFAP2B SMARCA1 LITAF ADAMTSL4 UBE2V1 CXXC5 CX3CL1 ABCA1 TIMP1 IL12RB2 PRUNE2 MIA3 IL12RB1 ADRA2A TRAF7 DYRK2 TRAF6 EGF ANGPTL3 TRAF5 TRAF3 DNAJA2 ZNF423 EPAS1 TAF8 TRADD ATF6 TRAF3IP2 CDKN1C IKBKE ATF4 TNFSF10 CDKN1A CDKN1B PLK2 TSC1 DYRK1B SMARCC1 CDKN2AIP SMARCC2 IKBKG HIVEP3 ABL1 TRIP6 ADRA1D RSF1 DEDD CTCF MUL1 CASP6 CDC42 CASP3 NDUFS4 CASP4 CLCF1 RPS3A HMOX1 PAX8 CASP8 RHOA RHOC CASP1 NDUFS3 FOSL1 RHOG IP6K2 PPP2R1A NUSAP1 CDK6 CDK7 IFI16 CDK4 CDK5 HMGA1 CDK2 PRPF6 HOXC10 ADRB2 TNFSF13B CHRM1 NCOA6 LCK ERN1 ERN2 UBB TSHR ACVR1 DCC DPF2 VIP MAVS BCLAF1 CTF1 PPM1A CDH1 ASNS TRAIP STUB1 DPF1 IGF1R TMED4 RGMB REL SLC35B2 TSPAN31 PRSS2 CD2 NFATC2 FIGF TCIRG1 COL4A4 COL4A3 SECTM1 TNFSF4 FLT1 PDF NF2 FLT3 FLT4 CEBPG NF1 CBL CREB5 CDC25B TNFSF8 CUL4A GCK BAX FAF1 ELANE VAPA CADM1 EDN1 ADORA1 CD47 BAK1 MYD88 DDX11 APOE ABRA CHRNA7 SUPT5H EIF2B5 CAPNS1 CD3E TBRG4 CD40 PPARGC1A PPARGC1B BOLL C16orf5 VEGFB CD38 ATP2C1 VOPP1 ALOX15B VEGFA NPTN LAMC1 NEK6 LALBA SIVA1 CDK5R1 STK17B CD70 AFAP1L2 CHEK2 STK17A TAB2 AHSG LIF PLAGL1 AGGF1 MAML3 LAMB1 BMP4 TP53BP2 MAML1 LGALS1 MAML2 CREBBP CIDEB NDFIP1 NDFIP2 CIDEA SMAD3 SMAD2 TPD52L1 SLAMF1 ECM1 LGALS9 CIDEC LAMA1 NOTCH2 RNF7 NUP62 ETS1 NOTCH4 IKBIP BMP7 BMP6 PPARA ACVRL1 NRP1 BCAR1 FASTK PPARG GJA1 GLI2 PTEN FLT3LG CANT1 CAMKK2 GLI1 ZBTB38 TNFRSF11A SAA1 TGFA TOP2A DEDD2 SPACA3 LTBR CCKBR PRG3 CCNH LGALS12 NFAM1 WLS LDLRAP1 SLIT2 SCAP RAD51 MED6 AMIGO1 GRM4 ZDHHC17 TNFRSF10B ZDHHC13 MAP3K10 MED1 BID CXCL5 PRTN3 TFG FKBP1A EHF SFN HPRT1 NAMPT AZU1 MRPL12 SQSTM1 VWC2 BCL3 BCL6 CD24 CC2D1A CD27 CD28 TBX3 TBX2 HCLS1 TBX5 BIRC5 ILF3 BIRC2 GAPDHS YWHAH ILF2 YAF2 EEF1E1 PPP2R4 BIK RBM14 HNRNPAB FGF18 TBK1 PDGFA ARNT2 TLR1 TLR2 FGF10 FOXO1 TLR3 TTK EIF5A TLR4 FOXO3 PMAIP1 TLR6 VIPR1 TLR7 TLR8 TLR9 IL31RA SMNDC1 GATA2 TMEM9B CASP8AP2 ROBO1 GATA4 ROBO2 GLP2R ACIN1 MX1 KAT8 KAT6B SPN KAT6A MYO6 HRK ARNTL SOCS5 ELL3 TRERF1 STK4 TRAT1 STK3 PTHLH TRIM38 FGFR1OP TIAL1 RIPK3 RIPK2 CARTPT PPP5C DERL2 ITLN1 TIPIN KATNB1 RRAGA ELK1 REG1A NPM2 MTCH1 SFTPD UBE2D1 RUNX1 RUNX3 CFLAR CARD9 HTT CD276 MALT1 FOXP3 BRCA1 AKTIP BBC3 GLMN PDCD5 PDCD6 SST PDCD7 DAP3 BMI1 HSP90AB1 FASLG SHISA5 ACVR1B PCBP4 ANG TPP1 NAA16 BOK MKL2 BOC LTB LTA EGR1 PRKCA HSP90AA1 EGR4 NOL8 PRKCG INHA DAPK2 PRKCE UBE2C NCR1 NOP2 DAPK3 ECT2 DAPK1 NRIP1 SPDYA UBE2N TNFRSF9 ACVR2A CD86 ACVR2B CD80 BPTF GHRH ZMIZ2 BTG1 TPPP HIPK2 SCIN CD81 GHRL DHPS ICOSLG GLIS3 TNFRSF25 GLIS2 GLIS1 TNFRSF8 HCFC1 ARPP19 CALCA TNFRSF1A NPAS2 UTP11L ERCC6 MAP3K3 RASGRP4 PTH PYCARD TGM2 PTN POU3F2 CDK13 ERCC3 SCG2 ERCC2 STAMBP PTPRC DEFB103A EDA2R SAP30BP PSMG4 CXCR2 CASP10 SP1 THRAP3 PPP1R13B IRF4 BMPR1B IGFBP3 F2R
DNA_DEPENDENT_DNA_REPLICATION http://www.broadinstitute.org/gsea/msigdb/cards/DNA_DEPENDENT_DNA_REPLICATION NBN MLH1 GLI2 PMS2P1 CDT1 GLI1 PRIM1 MUTYH ORC4 PRIM2 PMS2 POLG2 PMS1 CDC6 GTPBP4 CCDC88A PRKCG RAD9A POLB MCM3 ORC1 CDK2 RAD51 PURA RFC3 RFC4 RPAIN RFC1 EREG CDK2AP1 ORC5 RAD17 REV3L ENPP7 HMGB2 WRNIP1 POLA1 TIPIN RPA4 RPA1 TFAM RPA2 ORC2 CDC45 TSPYL2 EXO1 MSH6 NF2 MSH3 MSH2 GMNN MSH5 S100A11 ATR TP73 ABL1
MONOVALENT_INORGANIC_CATION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/MONOVALENT_INORGANIC_CATION_TRANSPORT KCNK17 KCNH1 KCNC1 KCNJ15 ATP6V0E1 KCNC4 KCNAB3 KCNC3 KCNAB1 ATP6AP1 KCNJ10 HVCN1 KCNJ12 KCNIP2 KCNJ11 KCNQ4 KCNQ3 KCNK7 KCNK6 KCNK5 SCN7A KCNQ2 KCNQ1 KCNG2 SCN10A KCND3 SGK1 SCN2B SCN2A C16orf7 SLC34A3 ATP6V1F KCNA10 ATP6V1C1 NNT SCN11A KCNH2 KCNH3 KCNH4 KCNMB3 KCNMB4 SCN1B KCNA2 KCNA1 KCNA4 KCNA3 KCNA6 KCNA5 KCNJ2 KCNJ3 ATP6V0B KCNMB1 KCNJ1 KCNMB2 KCNS3 ATP6V0C KCNS1 KCNE1 SCN9A KCNE2 CHP SCNN1G SCNN1A SCN5A SCNN1D TCIRG1 SLC8A1 KCNB2 NOX1 ATP1A4 UCP1 KCNK1 TRAPPC10 KCNV1 KCNK3 KCNK4 KCNJ5 KCNJ4 KCNN4 ABCC9 KCNJ6 SLC4A11 UCP3 SLC17A3 KCNN1 UCP2 SLC17A4 ATP6V1E1 KCNN3 SLC17A2 KCNF1 SCN4B ABCC8 SCN4A
TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER http://www.broadinstitute.org/gsea/msigdb/cards/TRANSCRIPTION_FROM_RNA_POLYMERASE_II_PROMOTER HOXD13 MED24 MED23 MED21 MED20 ZNF254 CITED1 CITED2 EPC1 TAF5L MED26 MED27 IKBKAP RREB1 RXRA KDM5A MECP2 MED12 MED14 HNF4G MED13 KAT5 HNF4A ZNF238 MED16 MED17 SMARCAL1 TGIF1 SHOX ZNF76 CRTC1 MYEF2 VPS72 FOXH1 HEXIM2 HEXIM1 PIR VEZF1 TCF7 UTF1 KLF12 KLF13 KLF10 KLF11 C19orf2 TFCP2 USF1 TRPS1 PARP1 TAF1C HLF ELF1 TAF1A ELF2 HTATIP2 ELF3 ELF4 ELF5 SPI1 ZNF345 YBX1 YBX2 ZNF148 HSF2 CREG1 BRD7 SPIB MYC BRD8 TAF1L ZNF281 BATF3 ATF7IP GMEB2 GTF2H4 TP53 FOSB ZNF143 JMY MYCN MXD4 GTF2H1 CIAO1 INHBA ZNF136 RUVBL1 NSD1 CLOCK ZMYND11 NUFIP1 ZNF367 ZNF177 ZNF174 TADA2A SUPT4H1 TRIP11 FOXD3 TRIP13 MYF6 IL4 TRIM29 TRIM28 MYF5 TRIM27 TRIM24 MNAT1 ZNF157 TADA3 PPBPL2 TCEB2 TCEB3 TCEB1 NR5A2 FOXE3 NR5A1 LMO4 TBP NR2E3 TCEAL1 CBFB GTF2E1 GTF2E2 SMARCD2 SMARCD3 SMARCD1 ZNF593 POU2AF1 CSDA DDIT3 JUNB HIF1A SMARCE1 TCFL5 MNX1 SMARCA5 TFAP2B TFAP2A NFE2L1 TFAP2C NFE2L2 NFE2L3 SMARCA2 HMGB1 EID1 HMGB2 CCRN4L LITAF ABCA2 MEIS2 TCERG1 SMARCB1 SNF8 JUND TEAD4 TAF9 TFDP1 TAF2 TRIP4 EPAS1 TAF5 BRIP1 NEUROG1 ATF6 ATF5 ATF4 NRF1 GTF2F1 SMARCC1 SMARCC2 PRKAR1A GTF2F2 ABL1 HDAC8 E2F1 E2F2 E2F3 FOSL2 ARID4A E2F6 PAX5 CTCF ZNF202 DEK PAX3 PAWR PAX2 PAX1 TMF1 FEV MAX MAZ LRRFIP1 NFIL3 FOSL1 NFX1 SLA2 CDK9 RB1 CDK7 PRPF6 TARBP1 TARBP2 NCOA6 ZFPM2 NFYC NR3C1 NFYA TSC22D1 ORC2 ECD CEBPZ CHD2 CHD1 NFATC4 NFATC3 CHD4 CHD3 NFATC1 MAF CEBPA CEBPB CEBPD VHL CEBPG NFRKB CREB5 MED30 DBP ID4 CDX2 FST HIRA PTTG1 TRAK1 SUPT5H TWIST1 YY1 NKX2-8 TAF6L PPARGC1A PPARGC1B UHRF1 PRDM4 MTF1 ABT1 MNT TGFB1I1 PRDM1 KAT2A DEAF1 ELL PLAGL1 DRAP1 HTATSF1 DUX1 MAML3 TCF25 NKX2-5 KLF5 MDFI HMGB1P10 KLF7 IKZF3 MLL KLF9 SUB1 MAML1 MAML2 RYBP SMAD3 SMAD2 PMF1 UBP1 RNF4 TCEB3B SUPT16H JAZF1 TCF19 NCOR1 ZFHX3 TCF12 TCF15 BMP6 CCNT2 ZBTB32 COPS2 PPARA PPARD COPS5 PPARG CCNT1 NFKB1 ZEB1 HSBP1 GLI2 KCNIP3 ZBTB38 GLI1 BLZF1 GFI1B ASH2L NR2F2 MSL3 SNAPC5 CCNK SNAPC2 ZNF354A TBX10 CCNH SNAPC4 SNAPC3 GTF2B MBD1 RBBP8 MED6 MED7 MED4 GTF2I ASH1L SRCAP TBX19 MED1 POLR2G POLR2F ETV7 POLR2E NMI POLR2L POLR2K POLR2J POLR2I POLR2D POLR2C POLR2B SQSTM1 MLLT1 ETV1 HSF2BP BCL6 TBX3 AFF4 STAT1 SNAI2 STAT3 STAT2 SOD2 NEUROD2 PHF21A PBX1 PBX3 RBM14 PBX4 MYOD1 THRA FOXO1 FOXO3 FOXO4 GATA1 HOXC6 GATA2 ATOH1 TARDBP GATA3 HOXC5 GABPB2 MYO6 FOXN1 ZNF189 ARNTL NR0B2 ELL3 AHR ELL2 ADRM1 TIAL1 TFAP4 SOX5 ELK1 NKX3-2 BTF3 SKIL RUNX1 RNF14 RUNX3 SREBF1 MAFF NFE2 SAP18 SNW1 GSC2 BRCA1 SREBF2 PSMC5 DNMT1 SOX21 POU6F2 NR6A1 FOXK2 BUD31 FUBP1 MEN1 FOS POU4F2 POU4F1 SOX18 MKL2 ALX1 ELP4 ELP3 ELP2 SOX12 UBN1 MSC NRIP1 BPTF ZMIZ2 NRL MDM2 MDM4 CUX1 ZFP161 SUPT3H GLIS3 GLIS1 HCFC1 HCFC2 NFIX POU1F1 TCF7L2 TNFRSF1A NPAS2 HAND1 HAND2 POU2F3 POU2F2 NFAT5 GFI1 ERCC3 APEX1 ENO1 ERCC2 ERF DTX1 SOX30 IRF9 SP1 SP2 IRF7 DR1 SP4 IRF8 THRAP3 IRF1 IRF2 IRF3 NFIC CRK
TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/TRANSMEMBRANE_RECEPTOR_PROTEIN_SERINE_THREONINE_KINASE_SIGNALING_PATHWAY FMOD EID2 ACVRL1 LTBP2 SNX6 GDF5 BMPR2 STUB1 TGFB1 CITED2 MAP3K7 FOXH1 ACVR1B PEG10 RGMB FNTA CDKN2B ZFYVE9 IL17F LEFTY2 VWC2 GDF9 SMAD7 TGFBR1 KLF10 SMAD5 SMAD4 CIDEA SMAD3 SMAD2 SMAD1 LEFTY1 CDKN1C INHBA ACVR2A ACVR2B SOST HIPK2 GDF10 TGFBR3 TGFBRAP1 SMURF1 GDF15 ENG HPGD ACVR1 BMPR1A
HUMORAL_IMMUNE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/HUMORAL_IMMUNE_RESPONSE PSMB10 MBL2 CCL2 LY86 PAX5 PDCD1 CFHR1 IL4 BCL2 POU2F2 KRT1 MS4A2 LTF C2 EBI3 BLNK CD28 ST6GAL1 POU2AF1 IL6 BST2 IL7 BST1 DEFB103A YTHDF2 GPI CD83 CCR6 MNX1 TREM1 TREM2 DMBT1
MALE_GONAD_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/MALE_GONAD_DEVELOPMENT PRKACG NCOA4 MEA1 LHCGR DMRT1 CSDE1 SOX15 DMRT2 SRD5A2 LHB ANKRD7 NR5A1
DNA_DAMAGE_RESPONSESIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR http://www.broadinstitute.org/gsea/msigdb/cards/DNA_DAMAGE_RESPONSESIGNAL_TRANSDUCTION_BY_P53_CLASS_MEDIATOR NBN MYO6 TP53 PML IFI16 BRCA1 C16orf5 TRIAP1 PCBP4 EEF1E1 BCL3 DYRK2 GML
NUCLEOTIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOTIDE_METABOLIC_PROCESS ME1 CMPK1 ADSS FHIT ADCY7 ADORA2A FIGNL1 CTPS PGD DCK ABCA1 HPRT1 PPAT TYMS TYMP NT5M OXER1 PTH REXO2 CDA ENTPD4 NDUFS1 NT5C DCTD NUDT4 NUDT5 OLA1 C16orf7 ACLY AK5 AMPD3 PTHLH PNKP UMPS PGLS UCN2 ADM GRM8 ADK CTNS GUK1 PDZD3
CELLULAR_CARBOHYDRATE_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_CARBOHYDRATE_CATABOLIC_PROCESS ALDOA GNPDA1 PFKL GUSB PFKFB1 PGD ALDOB HK1 TKTL1 PFKM HYAL4 CHIT1 GAPDHS GBA3 GNS GBA2 PGLS MIOX ECD MGAM GAA TREH PYGB
G_PROTEIN_COUPLED_RECEPTOR_PROTEIN_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/G_PROTEIN_COUPLED_RECEPTOR_PROTEIN_SIGNALING_PATHWAY ADORA3 ADCY7 GPR123 EDN2 LHCGR AGTR1 HTR1B HTR1A MC1R LTB4R HOMER3 APOE CCR10 GIT2 RAPGEF4 QRFP HTR1D GNG4 HTR1F HTR1E GNG7 PIK3CG C5AR1 GPER CD3E PIK3CB HTR4 PREX2 RIC8B OR1D2 OR1D5 OR1D4 SSTR4 CCR9 CRHR1 CRHR2 CCR8 SSTR5 SSTR2 SSTR3 CCR5 SSTR1 CCR3 HTR7 MC2R CX3CR1 CCR2 HTR6 ACR CDK5R1 CALY GNAI3 PRLHR GNAI2 ENPP2 TRHR PPYR1 AKAP12 BDKRB2 ADCYAP1 HCRTR2 ADRB3 HCRTR1 AGRN AGRP GIT1 MLN SPHK1 HOMER1 HOMER2 NPY5R RGS1 RGS2 NPY RGS3 RGS4 AVPR1B RGS5 GRK6 AVPR1A GRK4 RGS9 FPR2 PYY GRK5 GHSR GRK1 OPRM1 GNAZ CCKAR MCHR1 TAS2R1 GLRA1 BCAR1 WASF2 GLRA2 EDNRA EDNRB NMUR1 NMUR2 MC5R CAP1 XCR1 HTR5A GPR176 CCKBR RXFP3 NPBWR1 NPBWR2 GRM1 ARHGEF11 GRM5 GRM4 GRM3 GRM2 GNAQ GNB2 GRM8 GNB1 XPR1 GRM7 GIPR GRM6 GNAS GNB3 RASD1 RAPGEFL1 CXCL1 AVPR2 PARD3 ECEL1 FFAR3 C3 OPRK1 CCR1 FFAR2 NPY2R C5 FFAR1 LANCL1 GPR65 FPR1 CXCL9 GPR68 GCGR AZU1 CCL25 CCL23 MAS1 NPFFR2 CCBP2 MC3R CAP2 IL8 OPRL1 GPR75 OPN1MW NPY1R PTGFR CCL17 P2RY11 MC4R CALM3 HTR2B NMBR OPN3 HTR2A F2RL3 GNA15 CASR GABRB2 F2RL1 GNA12 VIPR1 CXCL12 GHRHR SCTR PTGIR APOA1 GALR1 GPR45 GPR44 GALR3 GALR2 S1PR1 GPR42 MS4A2 S1PR3 PRKACB GLP2R BUD31 S1PR2 LPAR2 FRS2 RGR LPAR3 GPR183 S1PR4 EGFR PICK1 APLNR NTSR1 PTHLH PLCE1 GABRR1 GPR55 GPR50 GPR52 GLP1R C3AR1 CCL3 DRD1 CCL2 DRD3 ADORA2B DRD2 DRD5 DRD4 ABCA1 LPAR4 P2RY6 GPR22 GPR21 P2RY4 P2RY2 CNR1 GPR25 P2RY1 CNR2 APOC3 GRPR ADRA2A ADRA2C ADRA2B GPR20 DEFB1 DEFB4A GABRE PTPN6 TBL3 UCN GABRA2 GABRA1 GABRA4 GABRA3 GPR32 GPR35 GPR34 GPR37 GPR39 LTB4R2 MTNR1B ADRA1B TBXA2R ADRA1A CORT SST ADRA1D GPR31 MTNR1A RHO TACR3 TACR2 RRH HCAR3 TACR1 GABBR1 GNRHR GABBR2 LGR5 CCRL2 AKT1 TAAR8 TAAR9 TAAR6 CXCR5 CXCR4 ANG CXCR6 PTH1R TAAR1 CALCRL PLCB2 RAMP1 NPFF CCRL1 PTGER1 GABRG2 PTGER2 PTGER3 GPR19 PTGER4 OXGR1 FSHR OR10J1 GRP CHRM5 ADRB2 ADRB1 CHRM4 CHRM3 CHRM2 GHRH CHRM1 GHRL GPR15 GPR17 TSHR PTAFR PRKD3 GPR12 GAP43 CALCR VIP GPRC5C GPR6 TSHB GPR1 GPR4 TAC3 GPR3 CALCA RGS11 HRH1 RGS12 HRH3 HRH2 PTH GPSM2 QRFPR PPAP2A GLRB NF1 RGS19 RGS16 RGS14 GCG CXCR2 RGS20 MLNR PDC OPRD1
AMINE_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/AMINE_TRANSPORT SLC44A1 SLC38A3 SLC44A2 AQP9 SLC6A2 SLC16A10 SLC6A3 SLC6A4 SLC7A8 SLC7A9 SLC7A5 GDNF SLC1A4 SLC1A5 SLC1A2 SLC1A3 SERINC1 SLC1A6 SLC25A22 SLC22A3 ARL6IP5 SLC1A1 SLC43A1 CLN3 PRAF2 PDPN PICK1 SLC3A2 SLC7A10 SLC3A1 SLC25A12 SLC25A13 SLC6A7 SLC18A2 SLC18A3 SLC18A1 CTNS SLC25A15
INTERPHASE_OF_MITOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/INTERPHASE_OF_MITOTIC_CELL_CYCLE E2F1 DBF4 FOXO4 LATS1 LATS2 CUL3 ACVR1B CUL2 CUL5 GFI1B CDKN2A DDX11 CDKN2B CDKN2C CDKN2D CDK10 CDCA5 CUL1 KHDRBS1 CDC7 CDC6 ANAPC5 POLE ANAPC4 SKP2 TBRG4 CDK6 CDK4 CDK2 FOXN3 SPDYA INHBA CHMP1A CDK2AP1 USH1C KPNA2 MAP3K11 ACVR1 BCAT1 PPP6C POLA1 ANAPC10 RCC1 KATNA1 GFI1 TAF1 CDC23 CENPF TPD52L1 BIRC5 CDC25C CDKN3 CDKN1C CDKN1A CDKN1B GSPT1 CUL4A POLD1 MYO16 APBB2 ABL1 APBB1
PROTEIN_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_TRANSPORT RAB3GAP2 TSPO LTBP2 XPO6 AP1G1 LMAN2L TNFSF14 EIF5A MIPEP MXI1 AGXT KLHL2 TGFB1 SSR1 AIP HOMER3 TRAK1 CEP290 RPL11 TLK1 KIF13B MCM3AP MYO6 CD3G STAP1 VPS45 ERP29 NOP58 LRP1B OPTN NUPL2 MYH9 RPAIN F2 PEX26 RTP3 DERL2 RTP4 DERL1 NFKBIE CTSA PPT1 STRADB CALR CDC37 CD74 UHMK1 DUSP16 NPM1 ANGPTL3 TRAM1 SEC23IP MDFI SMAD3 SNAPIN ICMT ARFIP1 ABCG1 NFKBIL1 TRNT1 TONSL CBLB STRADA PPIH VCP TRPS1 PTTG1IP LGTN XPO7 TRIP6 RERE PDIA3 TIMM17A HPS4 TIMM17B AP3S2 PEX6 PEX3 GLI3 PEX7 AKT1 SEC62 PEX1 IPO5 ZFYVE9 ZFYVE16 TAMM41 NCKIPSD RANBP2 TPR KPNB1 KDELR1 TOMM34 AP3B1 KDELR2 RPGR NLRP3 TIMM23 TIMM44 FLNA MFN2 ZDHHC17 ATG4D ATG4C ATG4B ATG4A NUP205 ARCN1 TOMM20 KPNA6 TOMM22 KPNA5 KPNA4 KPNA3 KPNA2 KPNA1 TNF AP1M2 CDH1 SEC63 NAGPA NUP214 CEP57 PEX19 AP3M1 TAP2 PEX16 AP3D1 PEX14 BCL3 BCL6 PEX13 SCG5 APPBP2 CD24 PEX12 PEX10 TNPO1 SYNRG APBA1 FYB NF1 NLGN1 PPP1R10 GABARAP SELS YWHAH COG7 GSK3B NLRP12 TRPC4AP FAF1 GGA1 SSR2 COG2 BARD1 F2R
TRANSLATION http://www.broadinstitute.org/gsea/msigdb/cards/TRANSLATION RPL18 RPL19 MRPL41 EIF2C1 RPL14 RPL13 HBS1L EIF5 TLR1 RPL15 EIF5A TLR3 RPS6KB2 TLR4 TLR6 TLR7 IL10 TLR8 TLR9 APOA2 EIF1AX DDX25 HRSP12 EIF1 RPL11 EIF2B2 EIF2B3 SAMD4A EIF2B4 SPN EBI3 EIF2B5 BCL10 MRPL52 MRPL51 YARS DARS IL29 IL27 AARS EIF2S3 SARS2 BOLL EIF2AK1 RPS19 RPS17 BACE2 RARS RPS12 HSPB1 RPS10 RPS11 EIF2AK3 EIF2AK4 FARS2 PABPC4 IGF2BP2 MTIF2 MTIF3 KARS EIF3C EIF3D EIF3A RPS27 EIF3B RPL7 EIF3G RPL6 EIF3H RPL9 EIF3E EIF3F RPL8 IL17F SFTPD RPL3 MRPL55 EIF3I AIMP1 RPL5 RPL4 RPL7A EIF3J EEF1A1 PAIP2 PAIP1 MRPS24 CD276 RPS9 RPL23A FOXP3 FURIN RPS5 EIF4B TSC1 RPL18A EIF4H GLMN GHSR ABCF1 METAP1 COPS5 DPH1 EIF2A RPS2 YBX2 RPS3 WARS RPS3A EEF2K LTB TNIP1 MRPL3 PRG3 NDUFA13 EIF1B MRPS7 INHA SIGIRR INHBB EIF4A3 EIF4G2 INHBA EIF4G3 MAST2 EREG RPL41 TRNAU1AP MTRF1 EIF4A2 RPL3L FARSB GHRL RPS4Y1 DHPS IL12B TUFM NACA RPL35 RPL27A TNFRSF8 RPL37 RPL38 RPL39 NECAB3 PAIP2B PET112 AZU1 MRPL10 RPL30 RPL31 KRT7 RPL34 SEPSECS MARS2 BCL3 DAZL CD28 IL4 DAZ1 IL6 UPF1 RRBP1 ASMT CEBPG IL9 RPL26 RPL24 ETF1 EIF2B1 RPL28 RPL29 MRPL23 RPL22 TSFM RPL21 NLRP12 IRF4 ELANE APBB1
POSITIVE_REGULATION_OF_MAPKKK_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_MAPKKK_CASCADE GRM4 ADRB3 ADRB2 CARD9 TAOK2 TAOK3 HIPK2 EDA2R TPD52L1 TRAF7 CD27
CYTOSKELETON_DEPENDENT_INTRACELLULAR_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/CYTOSKELETON_DEPENDENT_INTRACELLULAR_TRANSPORT MYL6 KIF4A MYO9B MYL6B NEFL APBA1 KIF13B DYNC1I1 KIF3B MYO6 OPA1 KIF5B KIF5A MYO1E MYH7 MYH6 MYH9 TNNT2 UXT KIF1A KIF1B MAP1S RHOT1 RHOT2 LRPPRC MYH10
POSITIVE_REGULATION_OF_DNA_BINDING http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_DNA_BINDING TNF UBE2V1 PRDX3 NOD2 NLRC3 NPM1 PYCARD ABRA CAMK2A BCL10 RELA CEBPG EDA2R NFAM1 JMY UBE2N PRKCQ CARD11 EP300 NME1 EDF1 ERC1 IKBKB EDA TSSK4 MAP3K13
PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/PHOSPHORYLATION AURKC AURKA PRKG2 PRKG1 PRKX BTK PRKY MAP3K6 MAP3K9 COL4A3BP WNK4 MAP3K8 ILK TLK1 TLK2 MAP2K6 IKBKAP BCR BRAF ROCK1 ROCK2 KIAA1804 PIM1 WNK1 CDK12 C16orf7 WNK3 PIM2 WNK2 MARK4 MARK1 MARK2 PNKP EIF2AK1 MAPK6 CAMK4 MAPK4 MAPK3 F2 CAMK1 MAPK8 SRP72 NEK4 EIF2AK3 EIF2AK4 NEK6 ERBB3 ERBB2 STK17B STK17A PXK STRADB UHMK1 EPHB2 VRK1 VRK2 TNKS BMP4 TGFBR1 NIM1 TAOK3 OXSR1 EPHA5 CBLC CDC42BPG STRADA EPHA8 CDC42BPA TNK1 TNK2 CDC42BPB GRK1 BCKDK ACVRL1 NUAK2 TOLLIP FASTK CCNT1 PMVK LATS1 LATS2 CAMKK2 PDPK1 SIK3 SRPK2 CTBP1 ADAM10 LYN SRPK1 INHBA CARD14 MAST1 CCND1 SIK2 MAST2 EREG CCND3 PSEN1 CCND2 MAP3K10 IL12A TXK MAP3K13 MAP3K12 MAP3K11 ABI3 MKNK2 ABI2 MKNK1 ABI1 CDK16 SNRK PTK2B PRKAA1 PRKAA2 CD24 CDK17 PPP1R17 FYB CSNK1A1 IL4 IL3 IL5 MEX3B HCLS1 STAT1 CCL11 RPS6KA5 TP53RK RPS6KA4 MAPK12 CSNK1D CSNK1E GSK3B MAPK15 NLRP12 PGK1 BARD1 PGK2 MYOD1 SIK1 PRPF4B ZAK STK38 STK36 PRKCB TTN TGFB1 DMPK IL31RA CDKN2A CSNK2A1 CDKN2B CDKN2C CDKN2D TDGF1 PRKACB INSR MATK EGFR BCL10 RET TWF1 MTOR MYO3A IL29 CSNK1G2 SOCS1 PICK1 STK4 CDKL5 STK3 IL20 MAP4K3 MAP4K4 MAP4K5 CDKL1 TESK2 RIPK4 ERC1 RAD17 KALRN STK16 CCL2 FGR STK11 STK10 ITLN1 MAP4K2 MAP4K1 ITGB2 MAPKAPK2 IRAK3 PTK6 LMTK2 DYRK3 DYRK2 STK19 EGF STK38L NR4A3 TAF1 MOB1B BMX SMG1 GLYCTK IKBKE PLK4 CDKN1A CDKN1B PLK3 AKTIP ULK1 DYRK1B DYRK1A GLMN MERTK ABL1 ABL2 MYLK IL22RA2 UQCRC2 UQCRC1 PRKAG1 PRDX4 PINK1 FES AKT1 IP6K1 ACVR1B NDUFS4 MCM7 PKN3 PAK2 ANG CLCF1 PAK1 CSK IP6K3 CHUK AKT3 IP6K2 IRAK2 SGK1 CCDC88A SGK3 LIMK1 CCDC88C PRKCI PKN2 MINK1 PRKCH CDK9 PKN1 PRKCG INHA PRKCE DAPK2 DAPK3 PRKCD NEK11 DAPK1 TYK2 PRKD1 CD80 UQCRH HIPK3 CD81 LCK ERN1 CDK2AP1 ERN2 AGER PRKD3 ACVR1 UQCRB FRK PRKCZ BRSK2 BRSK1 TRIB2 TRIB1 IGF1R MAP3K3 MAP3K2 CDK11A CDK11B CAMK2B CAMK2A DCLK1 PIK3R1 ERG LTK NF2 HCK RAF1 GSG2 GMFB ICK TSSK1A GMFG JAK2 TSSK2 JAK3 TSSK4 IPPK BMPR1B IGFBP3 TSSK3 TSSK6 LIPE BMPR1A F2R
CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CATABOLIC_PROCESS PGD HNRNPD USE1 RNF217 RNASEH1 ISG20 FAH GLDC GOT2 GOT1 DDAH2 DDAH1 ANAPC2 ANAPC5 ANAPC4 UBR3 OLA1 PGLS NNT UHRF2 COLQ UBR5 MGAM FBXL4 AMFR MPST HSD17B11 ALDOA HACL1 HSD17B14 PFKFB1 ALDOB PABPC4 PPT1 HSPA1B ASL HADHB ARIH1 ARG1 GAD2 INS ALDH4A1 CDA GCSH GAD1 NTHL1 FBXO7 NPLOC4 CYP46A1 GUSB CDC23 CIDEA HGD PCNP TPD52L1 CDC20 UBE2L3 CEL POP1 HGS SMURF2 SMURF1 PLA2G4C PLA2G4B PPARA BCKDK PPARD KIAA0368 TSG101 UBE2G1 UBE2G2 BNIP3 AUH MCCC2 NT5M GPX3 GSTZ1 NT5C ZFP36 ABCE1 STS SPACA3 ACO2 AIFM1 UFD1L HYAL4 HAO1 HAO2 SIAH1 SIAH2 ECH1 HK1 EDEM1 SQSTM1 RNASET2 HSD17B6 USP33 BCKDHA CPT1B UPF2 CES2 BCKDHB ACLY SOD1 CPT1A SELS GBA3 GAPDHS BLVRA SDHA GBA2 SDHB PSMD14 YWHAH GLA PPP1R8 SDHC SDHD PYGB ALDH1L1 GNPDA1 BTRC PDHB IDO1 APOA4 ASPA CDKN2A MIOX APOA5 CPA2 FBXO22 MTOR NUDT3 DFFA DFFB NUDT5 PLA2G15 CECR2 RNASEH2A PNPLA3 GNS NEU3 XRN2 DERL2 FZR1 SYVN1 DERL1 GLUD1 UBE2V2 NEDD8 ANAPC10 CHIT1 UBE2D3 UBE2D2 ASRGL1 RNF11 ENTPD4 UBE2D1 ANGPTL3 SMG6 SMG5 SMG7 SMG1 TST PSMC5 VCP UBE2E1 AMT TPP1 TREH HPD UBE2A ACADM PFKL ALDH5A1 ACADS CYCS PRKCG UBE2I UBE2H PFKM UBE2C UGT1A1 UBE2B DDO UBE2N ACADVL UBE2K PRDX6 GAA ERN2 MDM2 DHPS UBB MDM4 AKR1D1 ADAMTS13 UBE3A EGLN2 ECHS1 TKTL1 STUB1 ERCC5 PRSS2 ECD BDH2 ERCC3 ERCC4 ERCC1 ERCC2 RNF144B FOXL2 RNASE2 UBE4A RNASE3 UBE4B RNASE6 PARK2 AMPD3 GSPT1 BAX UGT2B4 FAF1 SMPD4 SMPD3
PROTEIN_IMPORT_INTO_NUCLEUS_TRANSLOCATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_IMPORT_INTO_NUCLEUS_TRANSLOCATION AKT1 TNF CEP57 ZFYVE9 F2 BCL3 BCL6 TNPO1 KPNB1 GLI3 F2R
HORMONE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/HORMONE_METABOLIC_PROCESS HSD17B11 ALDH8A1 HSD3B1 CYP11B2 STUB1 SHH ECE2 AKR1C4 ASMTL HSD17B6 SCG5 CYP11A1 DHRS9 UGT1A1 RDH12 DHRS2 RDH11 DHRS3 YWHAH DIO2 ADM SULT1B1 CHST9 CHST8 UGT2B11 UGT2B4 HSD11B2 DIO1 AKR1D1 ALDH9A1 BMP6 RETSAT
NEGATIVE_REGULATION_OF_BIOLOGICAL_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_BIOLOGICAL_PROCESS DLC1 AIF1 MXI1 HDAC7 CIAPIN1 ZNF254 CUL3 MAGED1 CUL2 EPC1 CUL5 SERPINE1 ZNF396 FAS DDAH2 MAP2K6 CUL1 OPA1 CGRRF1 CRYAA BRAF CRYAB KDM5B ZHX1 MECP2 ZHX2 ZHX3 BRAP BCL2L10 THY1 SSTR4 SSTR5 NME5 NME2 SIRPG SSTR2 SSTR3 EIF2AK1 ADAMTS8 SERPINF1 ZNF238 SSTR1 NME1 BACE2 F2 TGIF1 ADAMTS1 MAPK8 ATPIF1 EIF2AK2 MYO18A EIF2AK3 DCBLD2 TNFRSF6B PPP2R3B NFKBIE CDHR2 BCL2L2 PPT1 ARF6 HSPA1B BCL2L1 VPS72 NPHP3 ADRB3 PEA15 HEXIM2 HEXIM1 INS IL17F RAC1 CDC123 ARAP1 ARAP3 DMBX1 KLF12 PAIP2 PHB KLF10 KLF11 TAOK3 SPHK1 ATR GAS1 GAS8 TNNI3 GAS7 RERG BFAR TONSL HGS SMURF1 RTN4 OPRM1 LIMA1 HTATIP2 GLRA1 NUAK2 FAM3D SPI1 ZNF675 BNIP3 TP63 ZNF345 LATS1 DAXX LATS2 BNIPL ZNF350 ZNF148 SERTAD3 MYC USH2A SERTAD2 ZNF281 ATF7IP CDC6 CLN3 ARHGEF2 CDK1 TP53 NDUFA13 TLE1 FOSB GPR98 JMY MXD4 INHBB INHBA EIF4A3 NCK2 SERPINB9 EREG BNIP1 CLIC4 BNIP2 ZNF136 SERPINB2 FOXC1 TMSB4Y NSD1 ALOX12 ZMYND11 PML RTKN ABI1 ZNF177 ZNF174 MAGI2-IT1 CDC45 CCL23 PER1 SUPT4H1 RASA1 FOXD3 IL4 IL3 IL6 IL8 IL7 ZNF24 TRIM27 TNP1 PHF12 TMPRSS6 PLG CDH13 ZNF157 SOST GLA STAB1 GSK3B RASSF1 BNIP3L NLRP12 HPGD IL2 BARD1 BMP10 CNOT8 ZAK TNFSF15 OSGIN1 RBFOX2 TNFSF18 TCEAL1 IL10 TGFB1 TGFB2 VCL IL11 APOA2 APOA1 CDKN2A PACSIN3 CDKN2B CDKN2C CDKN2D TDGF1 TGFBI IL1B IL1A DNAJC1 API5 BCL10 ZNF593 IL29 DFFA RELA STIM2 ACTN1 HBXIP CSDA PA2G4 TIMELESS SMARCE1 TNFAIP8 HSPB1 TNFAIP3 EID1 HMGB1 ARHGDIG EID2 CCL2 IFITM1 STK11 SESN1 TIMP1 VDR PEG10 MIA3 MEIS2 AKT1S1 PRKRA OTUD7B AIMP1 B4GALT7 ARHGDIA HELLS ARHGDIB ANGPTL4 ZNF423 CREBZF FURIN UIMC1 HDAC5 CDKN1C HDAC4 CDKN1A HDAC3 CDKN1B HDAC1 TSC1 CDKN2AIP SMARCC2 FABP3 MYO16 ADRA1A FABP7 HDAC9 HDAC8 PDZD3 FABP6 E2F1 IER3 NBN RSF1 ARID4A E2F6 DEDD RPRM BAP1 PRDX2 CTCF ZNF202 PAWR DPH3 CDC42 WARS CASP3 CLCF1 PAX7 RHOB DLG5 CDK5RAP1 NDUFS3 NRG1 RHOH IP6K2 NFX1 DLG1 KNG1 SLA2 ARID5B ARID5A CDK6 RB1 MID1IP1 DHRS2 TARBP2 PPM1G ADRB2 PPM1D ERN1 ERN2 CNTN4 MAPRE1 TM4SF4 ACVR1 SRSF10 BCLAF1 HS3ST5 NDN ASNS PF4 DEC1 PAIP2B IGF1R ORC2 TSPYL2 DAD1 B4GALNT2 GPNMB TERF2 HSPA9 NOX4 COL4A3 COL4A2 KLK8 NF2 VHL NF1 ANXA1 FRZB ANXA5 ANXA4 LEP PPP1R9B HSP90B1 CUL4A ID2 GCK ID1 BAX ID4 ID3 FAF1 ELANE RARRES3 RARRES1 SNCA FST SHH SIN3A WWP1 CHRNA7 SUPT5H TWIST2 TWIST1 GTPBP4 PIM1 TBRG4 RAD9A TMX1 RND1 KRT18 PIAS4 ALOX15B CD40LG CD33 TXNDC5 VEGFA TBRG1 MNT PRDM1 TGFB1I1 SUDS3 IQCB1 ENPP7 CHEK1 UHMK1 CD74 AHSG LIF PLAGL1 NR1H2 DRAP1 BAI1 CDA BCOR TCF25 NKX2-5 BMP4 NKRF COL18A1 MDFI HMGB1P10 BMP2 TP53BP2 BECN1 SMAD4 RYBP S100A11 SMAD3 CIDEA SMAD2 TAX1BP3 UBP1 TAX1BP1 NOTCH2 CBLC NOTCH1 RNF7 NR1I2 NUP62 SFRP1 ETS1 NOTCH4 JAZF1 SRSF12 BMP7 RBPJ UTP20 GHSR PRKRIR KLF4 DLEC1 ZBTB32 PPARD ACVRL1 NFKB1 ZEB1 TERF2IP HSBP1 GLI2 SPINK5 PTEN CDT1 BAG4 GPX1 TRIAP1 CGREF1 GFI1B BAG1 CCL3L3 DHCR24 CTBP1 CTBP2 RBBP4 ADAM10 PRG3 CD164 SIGIRR AMBP PROK2 AMIGO2 CHMP1A PSEN1 TNFRSF10D GRM8 LAX1 NPPB AVEN RIPPLY1 SEMA4D GADD45A CXCL1 YWHAZ ZBTB16 ZBTB17 MIF MLF1 SUMO1 SET SPEG BCL2 LANCL2 GATAD2A PEX14 VWC2 BCL3 AATF BCL6 CD24 QSOX1 CD27 CD28 SERGEF PDS5B TBX3 TBX2 TBX5 NLK GMNN BIRC6 NPR1 ILF3 BIRC5 XIAP BIRC3 SNAI2 SOD1 CDKN3 STAT3 CAPRIN2 YWHAH MAPK12 YAF2 EEF1E1 CAPG PHF21A PPP2R4 PTCH1 APBB2 APBB1 CIR1 TOB2 TOB1 CBX4 FOXO1 APOBEC3G FOXO4 APOBEC3F GDNF TPT1 ODZ1 KAT8 SPN KAT6B KAT6A SOCS2 SOCS3 BCL2A1 SOCS1 HRK ZNF189 SOCS5 NR0B2 NR0B1 TRAT1 FOXN3 PTHLH CARTPT ERC1 EMP3 RAD17 LST1 GCLC SNX6 MCL1 PKHD1 KATNB1 TIPIN UMOD ELK3 FTH1 ALB NPM1 SFTPD GLO1 CLASP1 GML RUNX2 RUNX3 SRGN CFLAR TP53I11 CARD8 GNRH1 MAFB BRCA2 SNW1 FOXP3 BRCA1 NFKBIL1 BBC3 DNMT1 GLMN RFX3 LDOC1 SST RSC1A1 IFI6 IGFBP7 NR6A1 IGFBP6 PDCD4 MEN1 ACVR1B GSN PCBP4 ANG PCGF6 ATP8B1 POU4F2 CDK10 YRDC TNIP1 KHDRBS1 NOL3 LDB1 PRKCG INHA NLRP3 NRIP1 PROC MFN2 OSM TNFRSF9 EIF4G2 BPTF BTG2 BTG1 HIPK3 BTG4 SCIN CFL1 BTG3 MDM2 GHRL FAIM3 NAIP MDM4 COMMD7 CUX1 PPP1R15A ZFP161 GSTP1 ING5 ING4 FRK PRKCZ GLIS3 TNF GLIS2 GLIS1 TNFRSF8 IFNW1 POU1F1 CALCA ERCC5 SH3GLB1 POU2F1 TNFRSF18 GP1BA KRT4 FGFBP1 ING1 ERCC4 ERCC1 PIK3R2 APC SCG2 ENO1 PTPRC IL2RB DTX1 SIRT4 SIRT5 CENPF CBY1 SIRT1 SIRT2 ATXN1 SON IRF7 DR1 IRF8 ARHGAP35 ATP8A2 BRE MPO IRF2 KAT2B PPP1R13B IGFBP3 TIAF1
REGULATION_OF_PROTEIN_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROTEIN_SECRETION SERGEF CRTAM CARD8 ACHE CADM1 CIDEA ARFIP1 DPH3 PYDC1 NLRP3 FOXP3 NLRP2 APOA2 NOD2 APOA1 ANG INS NLRP12 PYCARD GLMN DNAJC1 SRGN
POSITIVE_REGULATION_OF_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_SECRETION CRTAM ACHE CARD8 CADM1 INHA NLRP3 PYDC1 NLRP2 INHBB INHBA NOD2 GCK INS ANG GHRH SCIN PYCARD CARTPT GLMN GHRL
INTERFERON_GAMMA_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/INTERFERON_GAMMA_BIOSYNTHETIC_PROCESS INHBA IL18 IL27 CEBPG CD276 TLR3 IL12B INHA TLR7 TLR8 EBI3 TLR9
PROTEIN_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_LOCALIZATION RAB3GAP2 LTBP2 CADM1 MXI1 SSR1 HOMER3 TRAK1 CEP290 TLK1 RPL11 KIF13B CRTAM CD3G VPS45 VANGL2 NOP58 OPTN MYH9 COLQ BACE2 PEX26 F2 BIN3 RTP3 RTP2 RTP4 NFKBIE RTP1 AKAP10 PPT1 STRADB CALR UHMK1 CD74 CDC37 INS DUSP16 SUPT7L SEC23IP TRAM1 MDFI SMAD3 CIDEA ARFIP1 ABCG1 GGN TONSL STRADA CBLB TRPS1 LGTN RERE PDIA3 PDIA2 TIMM17A TIMM17B AP3S2 PDIA4 CANX GLI3 SEC62 NOD2 ZFYVE9 TAMM41 COX18 KDELR1 AP3B1 TOMM34 KDELR2 RPGR TP53 FLNA ZDHHC17 NUP205 TOMM20 TOMM22 TMSB4Y ARL4D SHROOM2 SHROOM3 NAGPA NUP214 PEX19 SQSTM1 PEX16 PEX14 AP3D1 BCL3 PEX13 BCL6 CD24 PEX12 PEX10 SYNRG APBA1 FYB SERGEF NLGN1 PPP1R10 BIRC5 SELS GABARAP COG3 YWHAH COG7 GSK3B RAB35 NLRP12 SSR2 COG2 BARD1 TSPO XPO6 AP1G1 LMAN2L EIF5A TNFSF14 MIPEP AGXT KLHL2 TGFB1 AIP NLRC4 APOA2 APOA1 DNAJC1 EGFR CUTA MCM3AP MYO6 STAP1 LRP1B ERP29 NUPL2 RPAIN SNX9 DERL2 ACHE ARFGAP3 PPY DERL1 CTSA ABCA1 PYDC1 NPM1 ANGPTL3 SRGN CARD8 TAF3 ICMT SNAPIN REEP1 FOXP3 NFKBIL1 TRNT1 PPIH VCP PTTG1IP GLMN TRIP6 XPO7 HPS4 PEX6 DPH3 PEX3 PEX7 AKT1 PEX1 ANG IPO5 ZFYVE16 RANBP2 NCKIPSD TPR KPNB1 TOPORS NLRP3 TIMM23 TIMM44 NLRP2 MFN2 ATG4D ATG4C ATG4B ATG4A CD81 ARCN1 KPNA6 KPNA5 KPNA4 KPNA3 KPNA2 KPNA1 TNF AP1M2 CDH1 SEC63 CEP57 AP3M1 TAP2 PYCARD SCG5 APPBP2 ERCC3 TNPO1 SCG2 NF1 MAL CBY1 TMEM48 TRPC4AP FAF1 GGA1 F2R
CARBOHYDRATE_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CARBOHYDRATE_CATABOLIC_PROCESS ALDOA SPACA3 GNPDA1 PFKL GUSB PGD ALDOB PFKFB1 HK1 TKTL1 PFKM HYAL4 CHIT1 GNS GAPDHS GBA3 GBA2 PGLS MGAM ECD MIOX GAA TREH PYGB
ADENYLATE_CYCLASE_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/ADENYLATE_CYCLASE_ACTIVATION ACR AVPR2 ADORA3 CAP2 ADCY7 ADORA2B GHRHR ADCYAP1 EDNRA CALCA CRHR1 ADRB3 ADRB2 P2RY11 ADRB1 GIPR GNAS CAP1 GLP1R
BASE_EXCISION_REPAIR http://www.broadinstitute.org/gsea/msigdb/cards/BASE_EXCISION_REPAIR HMGB1P10 HMGB1 MSH6 HMGB2 MSH3 MSH2 POLG UNG TP53 SMUG1 MPG ERCC6 TDG OGG1 NTHL1 CCNO APEX1
NEURON_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/NEURON_APOPTOSIS BID CDK5R1 GRIK2 NF1 BNIP3 PPT1 SOD1 CDK5 GDNF NLRP1 TGFB2 GRM4 AKT1S1 BAX BCL2 PCSK9 RASA1
DNA_PACKAGING http://www.broadinstitute.org/gsea/msigdb/cards/DNA_PACKAGING PAM H1FNT RSF1 NAP1L1 HAT1 NAP1L3 NAP1L2 NAP1L4 NAA10 NCAPH SET ACIN1 ASF1A CDCA5 TOP2A HELLS KAT6A AIFM2 DFFB SIRT4 TNP1 SIRT5 NUSAP1 SIRT1 SMC4 HDAC5 CHMP1A SYCP3 ASH1L SMARCA5 PRM1 PRM2 CHAF1A CHAF1B TSSK6
CARBOHYDRATE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CARBOHYDRATE_BIOSYNTHETIC_PROCESS B3GALT6 NDST1 ALG1 ACN9 XYLT1 CHST12 CHST11 CHST13 NANP CSGALNACT2 CSGALNACT1 CHST3 PPARGC1A PMM2 GLCE CHST7 CHST6 HAS1 CHST9 CHST8 EXT1 EXT2 HS3ST3B1 LALBA HS3ST5 GCNT2 FUT8 GALNT5 PFKFB1 UGDH ARPP19 ST8SIA2 B3GNT8 MPDU1 GYS2 HS6ST1 TSTA3 DYRK2 B4GALT7 B4GALT1 UAP1 GMDS GYG2 B3GAT2 ATF4 GCK SLC25A10 CHST15 COG2
POTASSIUM_ION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/POTASSIUM_ION_TRANSPORT KCNH1 KCNK17 KCNC1 KCNJ15 KCNC4 KCNC3 KCNAB3 KCNAB1 KCNJ10 KCNJ12 KCNIP2 KCNJ11 KCNQ4 KCNQ3 KCNK7 KCNK6 KCNK5 KCNQ2 KCNQ1 KCNG2 KCND3 KCNA10 KCNH2 KCNH3 KCNH4 KCNMB3 KCNMB4 KCNA2 KCNA1 KCNA4 KCNA3 KCNA6 KCNA5 KCNJ2 KCNJ3 KCNMB1 KCNJ1 KCNMB2 KCNS3 KCNS1 KCNE1 KCNE2 CHP KCNB2 ATP1A4 KCNK1 KCNV1 KCNK3 KCNK4 KCNJ5 KCNJ4 KCNN4 ABCC9 KCNJ6 KCNN1 KCNN3 KCNF1 ABCC8
CYTOKINE_SECRETION http://www.broadinstitute.org/gsea/msigdb/cards/CYTOKINE_SECRETION CRTAM CARD8 CADM1 CIDEA ABCA1 PYDC1 FOXP3 NLRP3 NLRP2 APOA2 NLRC4 NOD2 APOA1 INS PYCARD NLRP12 GLMN SRGN
REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MULTICELLULAR_ORGANISMAL_PROCESS KCNE1L ADORA3 CADM1 GRIK1 TNNC2 ATP6AP2 GRIK2 TNNC1 IL18 FST APOBEC3G TNFSF13 APOBEC3F TGFB1 TLR8 SART1 DMPK TGFB2 MAP3K7 CD47 IFNG SERPINE1 CHRNA7 IFNK EBI3 CRTAM IL29 CD3E IL27 MYH7 SOCS5 MYH6 IL21 TRAT1 THY1 TNNT2 LAT2 PLCE1 SIRPG TNNT1 HIF1A CD40LG HSPB7 F2 CARTPT RYR2 SRI TRAF2 KCNMB4 MYL5 LST1 MYL2 AFAP1L2 PXK MYL9 KCNMB2 AHSG MIA3 SFTPD ZAP70 TRAF6 SRGN BMP4 KCNB2 SPHK1 CELF2 SMAD4 CD276 SMAD3 CIDEA MALT1 FOXP3 ANKH LAT ATP2A1 IKBKG GLMN CACNA1H CD79A GHSR CYP2J2 GLRA1 BCAR1 IL28RA MYBPC3 ZNF675 KCNIP2 KCNJ12 SPINK5 CFHR1 NOD2 DES KCNQ1 KCNG2 KNG1 SPACA3 SIT1 SLA2 NFAM1 INHA NCR1 PROC UBE2N CARD11 PROK2 TARBP2 INHBA NCK2 EREG PTGDS CHRM2 LAX1 NCK1 LCK IL12A GHRL UBB IL12B KCNH2 ICOSLG ACVR1 MBL2 HS3ST5 PPP1R12B TPM1 MAGI2-IT1 CALCA MYBPH KRT1 KCNE1 KCNE2 GP1BA CD24 CNN1 C2 SCN5A NMU CD28 COL4A4 IL4 PTPRC ACTC1 KLK8 IL7 KL NF1 SOD1 TMPRSS6 CD1D FYN MC4R
POSITIVE_REGULATION_OF_PROTEIN_AMINO_ACID_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_PROTEIN_AMINO_ACID_PHOSPHORYLATION BMP4 IL3 IL5 LYN IL29 ITLN1 HCLS1 IL20 IL31RA CCND1 CARD14 CD80 AKTIP CCND3 CLCF1 CCND2 CD81 TDGF1 IL12A TNK2
REGULATION_OF_PROTEIN_IMPORT_INTO_NUCLEUS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROTEIN_IMPORT_INTO_NUCLEUS MDFI NFKBIE NF1 TNFSF14 SMAD3 CDH1 NLRP3 MXI1 FLNA TGFB1 NFKBIL1 TONSL NLRP12 BCL3 FAF1 TRIP6
INTERFERON_GAMMA_PRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/INTERFERON_GAMMA_PRODUCTION IL27 CEBPG IL18 CD276 TLR3 INHA FOXP3 TLR7 TLR8 TLR9 INHBA IL12A IL12B EBI3
REGULATION_OF_CELLULAR_PROTEIN_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELLULAR_PROTEIN_METABOLIC_PROCESS EIF2C1 AURKAIP1 LTBP4 EIF5 TLR1 EIF5A TLR3 TLR4 TLR6 TLR7 CXCL12 TLR8 SHH TGFB1 IL10 TLR9 IL31RA APOA2 ATG7 DDX25 TDGF1 HRSP12 EIF1 EIF2B2 DNAJC1 SPN EBI3 SAMD4A EIF2B5 EGFR BCL10 GTPBP4 IL29 IL27 SOCS1 PPARGC1A TRAT1 BOLL IL20 EIF2AK1 BACE2 RNF139 HSPB1 EIF2AK3 EIF2AK4 ITLN1 KATNB1 ARF6 ITGB2 IGF2BP2 MTIF2 MTIF3 TIMP1 EIF3C EIF3D EIF3A CDC42EP2 EIF3G EIF3H EIF3E EIF3F IL17F SFTPD EIF3I CLASP1 EIF3J ANGPTL3 UBE2D1 CDC42EP5 BMP4 PAIP2 CD276 FOXP3 FURIN BRCA1 EIF4B AKTIP TSC1 EIF4H GLMN TNK2 GHSR IL22RA2 LIMA1 METAP1 EIF2A LATS1 YBX2 NDUFS4 CLCF1 GSN TPP1 MAPT LTB ARHGEF2 CCDC88A LYN PRG3 CCDC88C NDUFA13 PRKCG EIF1B MID1IP1 INHA SIGIRR UBE2N INHBB NCK2 EIF4A3 INHBA EIF4G2 CARD14 EIF4G3 CCND1 MAST2 CD80 EREG CCND3 CCND2 TRNAU1AP TPPP NCK1 EIF4A2 MTRF1 CD81 IL12A GHRL MAPRE1 IL12B TMSB4Y CLN6 TNFRSF8 NECAB3 STUB1 PAIP2B AZU1 SET KRT7 SEPSECS BCL3 DAZL RASA1 APC CD28 IL4 IL3 IL6 DAZ1 IL5 UPF1 NF2 CEBPG HCLS1 IL9 ETF1 CAPG NLRP12 PPP2R4 IRF4 ELANE IGFBP3 APBB1
MICROTUBULE_BASED_MOVEMENT http://www.broadinstitute.org/gsea/msigdb/cards/MICROTUBULE_BASED_MOVEMENT DYNC1I1 KIF4A KIF3B OPA1 KIF5B KIF5A UXT KIF1A KIF1B MAP1S RHOT1 RHOT2 NEFL LRPPRC APBA1 KIF13B
REGULATION_OF_PROTEIN_STABILITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROTEIN_STABILITY GTPBP4 CCDC88C HPS4 PEX6 APTX AURKA ISOC2 PPARGC1A PTEN COG3 APOA2 STX12 APOA1 COG7 A1CF CDKN2AIP TBRG1 MDM4 FBXO7
REGULATION_OF_IMMUNE_SYSTEM_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_IMMUNE_SYSTEM_PROCESS CADM1 BCAR1 IL18 IL28RA APOBEC3G TNFSF13 APOBEC3F SPINK5 SART1 TLR8 TGFB1 TGFB2 MAP3K7 CFHR1 CD47 IFNK EBI3 CRTAM SPACA3 SIT1 IL29 CD3E SLA2 IL27 SOCS5 NFAM1 INHA IL21 NCR1 TRAT1 THY1 UBE2N INHBA TARBP2 NCK2 LAT2 SIRPG EREG LAX1 NCK1 LCK IL12A IL12B ICOSLG MBL2 TRAF2 LST1 MIA3 ZAP70 SFTPD KRT1 CD24 C2 TRAF6 CD28 IL4 PTPRC IL7 CD276 MALT1 FOXP3 CD1D LAT FYN IKBKG GLMN CD79A
REGULATION_OF_CYTOKINE_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CYTOKINE_BIOSYNTHETIC_PROCESS TLR1 TNFRSF8 TLR3 TLR4 TLR6 TLR7 TLR8 TLR9 AZU1 APOA2 IL17F SFTPD BCL3 LTB SPN EBI3 CD28 BCL10 IL6 PRG3 CEBPG IL27 IL9 CD276 INHA FOXP3 SIGIRR INHBB INHBA MAST2 EREG NLRP12 GHRL GLMN IL12B IRF4 GHSR ELANE
REGULATION_OF_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_APOPTOSIS CADM1 SNCA ADORA1 CIAPIN1 BTK CUL3 MAGED1 BAK1 CUL2 MAP3K5 CUL5 APOE FAS DDAH2 CUL1 CRTAM OPA1 CD3G CRYAA BRAF CRYAB PIM1 BCL2L11 BCL2L10 C16orf5 MAPK1 NME5 CD38 TMX1 NME2 KRT18 SSTR3 NME3 CD40LG NME1 IFNB1 ALOX15B TXNDC5 VEGFA F2 MAPK8 MYO18A UNC13B LALBA SIVA1 TNFRSF6B CDK5R1 STK17B PPT1 BCL2L2 CD70 HSPA1B BCL2L1 STK17A CHEK2 CALR CD74 PLAGL1 IFNA2 PEA15 DIABLO HIP1 BECN1 TP53BP2 PHB LGALS1 SPHK1 CIDEB SMAD3 CIDEA TPD52L1 TAX1BP1 CIDEC NOTCH2 BFAR EI24 RNF7 NUP62 SFRP1 IKBIP RTN4 HTATIP2 NUAK2 FASTK BCAR1 TP63 BNIP3 NFKB1 PTEN DAXX TRIAP1 BAG4 GPX1 BAG1 TOP2A DEDD2 DHCR24 CLN3 AIFM3 AIFM2 CDK1 AIFM1 TP53 LGALS12 NDUFA13 JMY GRM4 INHBA SERPINB9 PROK2 PSEN1 BNIP1 BNIP2 TNFRSF10D MAP3K10 SERPINB2 IL12A AVEN SEMA4D IL12B ALOX12 BID YWHAZ PML RTKN SFN MIF BCL2 PPP2CA PCSK9 BCL3 BCL6 AATF CD27 RASA1 CD28 IL4 IL3 IL6 TBX3 IL7 TBX5 BIRC6 BIRC5 XIAP STAT1 BIRC3 SOD1 TP73 PLG NAE1 CDH13 GSK3B EEF1E1 IFT57 BNIP3L BIK BARD1 IL2 ZAK TNFSF15 TLR2 CBX4 TNFSF14 FOXO1 EIF5A PMAIP1 TNFSF12 TNFSF18 GDNF CRADD TGFB1 TGFB2 SMNDC1 NLRC4 CDKN2A CASP8AP2 CDKN2C TIA1 CDKN2D TDGF1 TPT1 ZNF443 DAP MX1 API5 IL1A BCL10 NUDT2 SOCS2 DFFA MADD SOCS3 RELA BCL2A1 HRK FADD HBXIP STK4 STK3 TIAL1 TNFAIP8 RIPK3 HSPB1 ERC1 HMGB1 CCL2 GCLC MCL1 ADAMTSL4 PRUNE2 AKT1S1 ALB MTCH1 NPM1 GLO1 TRAF7 DYRK2 RUNX3 ARHGDIA ANGPTL4 TRAF3 CFLAR CARD8 HTT MALT1 WRN BRCA1 TRADD TNFSF10 CDKN1A HDAC3 CDKN1B HDAC1 VCP BBC3 IKBKG HSPD1 PDCD5 ABL1 SST PDCD6 DNAJB6 IFI6 PDCD7 DAP3 IER3 DEDD FASLG PRDX2 ACVR1C ACVR1B CASP6 CASP3 CASP4 CASP9 BOK PCBP4 RPS3A CLCF1 PAX7 NDUFS3 LTA IP6K2 PRKCA PPP2R1A NOL3 CYCS IFI16 INHA NLRP3 PRKCE DAPK2 NCR1 NLRP2 DAPK3 CDK5 PROC DAPK1 TNFRSF9 BTG1 HIPK3 CFL1 LCK SCIN ERN1 FAIM3 GHRL ERN2 NAIP CTSB GSTP1 ACVR1 DPF2 DCC PRKCZ BCLAF1 TNF TNFRSF25 TNFRSF8 ASNS TRAIP DPF1 IGF1R ERCC5 UTP11L MOAP1 SH3GLB1 PTH TNFRSF18 CD2 DAD1 PYCARD ERCC3 SCG2 HSPA9 ERCC2 PIK3R2 PTPRC COL4A3 IL2RB FOXL2 CEBPG NF1 ANXA1 SAP30BP ANXA5 ANXA4 TNFSF8 CASP10 HSP90B1 SON CUL4A BAX BRE MPO PPP1R13B APAF1 IGFBP3 TIAF1 F2R
SPINDLE_ORGANIZATION_AND_BIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/SPINDLE_ORGANIZATION_AND_BIOGENESIS KIF23 KIF11 PRC1 RAN TTK TUBG1 STMN1 SMC1A RCC1 SUN2 SMC3
PROTEIN_AMINO_ACID_DEPHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/PROTEIN_AMINO_ACID_DEPHOSPHORYLATION PTPN22 TIMM50 PTPN21 PTEN TGFB1 PTPRJ PPP2R1A PTPRM PTPRN2 PTPRH PTPRR PTPRT PTPRO TPTE PPM1G PPM1D PPP1CA SBF1 PPEF2 PPEF1 PPM1M CTDP1 PPP2R2A PPP5C PPP6C PPP2R3B PPP2R3A SSH1 SSH2 DUSP10 PPM1B MTMR3 DUSP13 PPP2CA PPP2CB PTPLA MTMR7 PTPRB PTPN7 PTPN6 PTPRC PTPN9 PTPRD PTPRE PTPN18 PTPN3 PTPN2 PTPRZ1 PTPN5 EPM2A PTPN4 PTPN14 DUSP22 PTPN13 PTPN12 DUSP5 DUSP4 DUSP3 DUSP2 PPP2R4 DUSP9 DUSP8 DUSP6
NEGATIVE_REGULATION_OF_PROGRAMMED_CELL_DEATH http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_PROGRAMMED_CELL_DEATH SNCA CBX4 FOXO1 TNFSF18 GDNF CIAPIN1 CDKN2D TDGF1 TPT1 FAS DDAH2 IL1A API5 BCL10 OPA1 BRAF SOCS2 CRYAA CRYAB SOCS3 DFFA RELA BCL2A1 HRK PIM1 HBXIP BCL2L10 NME5 NME2 TMX1 KRT18 CD40LG TXNDC5 TNFAIP8 VEGFA HSPB1 MAPK8 ERC1 MYO18A TNFRSF6B HMGB1 GCLC CCL2 MCL1 BCL2L2 PPT1 BCL2L1 HSPA1B CD74 PEA15 AKT1S1 ALB NPM1 GLO1 ARHGDIA ANGPTL4 CFLAR BECN1 SPHK1 CIDEA TAX1BP1 NOTCH2 BFAR HDAC3 RNF7 HDAC1 SFRP1 NUP62 IFI6 RTN4 IER3 HTATIP2 NUAK2 BNIP3 NFKB1 PRDX2 GPX1 BAG4 TRIAP1 CASP3 BAG1 CLCF1 PAX7 DHCR24 CLN3 NOL3 CDK1 PROC AMIGO2 PROK2 SERPINB9 PSEN1 BNIP1 TNFRSF10D BNIP2 HIPK3 CFL1 SERPINB2 FAIM3 AVEN GHRL NAIP SEMA4D GSTP1 ACVR1 ALOX12 PRKCZ YWHAZ TNF RTKN ASNS MIF IGF1R ERCC5 SH3GLB1 BCL2 DAD1 TNFRSF18 BCL3 AATF CD27 RASA1 CD28 PIK3R2 HSPA9 SCG2 IL4 IL3 IL6 IL2RB TBX3 IL7 ANXA1 BIRC6 BIRC5 XIAP SOD1 BIRC3 ANXA5 ANXA4 CDH13 HSP90B1 SON GSK3B BAX BNIP3L BRE MPO TIAF1 IL2 BARD1
TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/TRANSMEMBRANE_RECEPTOR_PROTEIN_TYROSINE_KINASE_SIGNALING_PATHWAY FGF5 MTSS1 NRTN MPZL1 EDN2 BCAR1 AP3S1 FOXO4 AKT1 PDPK1 GAB1 TDGF1 TGFA FRS3 SHC1 SHC3 INSR FRS2 RAPGEF1 PTPRJ EGFR EFNB3 CD3E PTPRG BAIAP2 OTX2 PICK1 SOCS1 PTPRT IRS1 CD3EAP DOK1 NCK2 ADRB2 GRB10 SIK2 EREG ROR1 FOXC2 LCP2 REPS2 FGFR4 FGFR3 GRB2 ERBB3 ERBB2 AFAP1L2 ABI1 BDKRB2 PXN SRC IGF1R MUSK UTP11L SORBS1 CEP57 PTK2B TEK AGRN EGF PIK3R3 PIK3R1 CNKSR1 FIBP FLT3 FLT4 CBL IGF2 KDR EPS15 NTRK3 RPS6KA5 CDH13 CBLC PRLR EPS8 ERBB2IP EPGN NTRK1 NTRK2 MAPK8IP2 GRB7 GFRA2
DNA_FRAGMENTATION_DURING_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/DNA_FRAGMENTATION_DURING_APOPTOSIS FOXL2 DFFA AIFM1 DFFB CYCS CECR2 CIDEA BNIP3 PPT1 TPD52L1 SOD1 CDKN2A BAX
REGULATION_OF_PROGRAMMED_CELL_DEATH http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_PROGRAMMED_CELL_DEATH CADM1 SNCA ADORA1 CIAPIN1 BTK MAGED1 CUL3 BAK1 CUL2 MAP3K5 CUL5 APOE FAS DDAH2 CUL1 CRTAM CD3G OPA1 BRAF CRYAA CRYAB PIM1 BCL2L11 C16orf5 BCL2L10 NME5 CD38 MAPK1 NME2 TMX1 KRT18 SSTR3 NME3 IFNB1 NME1 ALOX15B CD40LG TXNDC5 VEGFA F2 MAPK8 MYO18A UNC13B SIVA1 LALBA TNFRSF6B CDK5R1 STK17B CD70 BCL2L2 PPT1 STK17A BCL2L1 CHEK2 HSPA1B CALR CD74 PLAGL1 PEA15 IFNA2 DIABLO HIP1 TP53BP2 BECN1 LGALS1 PHB SPHK1 CIDEB CIDEA SMAD3 TPD52L1 TAX1BP1 CIDEC NOTCH2 BFAR EI24 RNF7 SFRP1 NUP62 IKBIP RTN4 HTATIP2 NUAK2 BCAR1 FASTK BNIP3 TP63 NFKB1 PTEN DAXX TRIAP1 GPX1 BAG4 BAG1 TOP2A DEDD2 DHCR24 CLN3 AIFM3 AIFM2 AIFM1 CDK1 LGALS12 TP53 NDUFA13 JMY SERPINB9 PROK2 GRM4 INHBA AMIGO2 BNIP1 PSEN1 TNFRSF10D BNIP2 SERPINB2 MAP3K10 IL12A AVEN IL12B SEMA4D ALOX12 BID YWHAZ PML RTKN SFN MIF BCL2 PPP2CA PCSK9 BCL3 BCL6 AATF CD27 RASA1 CD28 IL4 IL3 IL6 TBX3 IL7 TBX5 BIRC6 BIRC5 XIAP SOD1 BIRC3 STAT1 PLG TP73 NAE1 CDH13 GSK3B IFT57 EEF1E1 BNIP3L BIK BARD1 IL2 ZAK CBX4 TLR2 TNFSF15 TNFSF14 EIF5A FOXO1 PMAIP1 TNFSF12 GDNF TNFSF18 CRADD TGFB1 SMNDC1 TGFB2 NLRC4 CDKN2A CASP8AP2 CDKN2C CDKN2D TIA1 TDGF1 TPT1 ZNF443 DAP MX1 IL1A API5 BCL10 NUDT2 SOCS2 MADD DFFA SOCS3 RELA BCL2A1 HRK FADD HBXIP STK4 STK3 TIAL1 TNFAIP8 RIPK3 HSPB1 ERC1 HMGB1 GCLC CCL2 MCL1 ADAMTSL4 PRUNE2 AKT1S1 ALB NPM1 MTCH1 GLO1 DYRK2 TRAF7 RUNX3 ARHGDIA TRAF3 ANGPTL4 CFLAR CARD8 HTT MALT1 WRN BRCA1 TRADD CDKN1A HDAC3 TNFSF10 CDKN1B HDAC1 VCP BBC3 IKBKG HSPD1 PDCD5 ABL1 SST PDCD6 DNAJB6 IFI6 PDCD7 DAP3 IER3 DEDD FASLG PRDX2 ACVR1C CASP6 ACVR1B CASP3 CASP4 CASP9 CLCF1 PCBP4 BOK RPS3A PAX7 NDUFS3 LTA IP6K2 PRKCA PPP2R1A NOL3 CYCS INHA IFI16 DAPK2 PRKCE NLRP3 CDK5 NLRP2 NCR1 DAPK3 PROC DAPK1 TNFRSF9 BTG1 HIPK3 LCK CFL1 SCIN ERN1 ERN2 GHRL FAIM3 NAIP CTSB GSTP1 ACVR1 DPF2 DCC PRKCZ BCLAF1 TNF TNFRSF25 TNFRSF8 ASNS TRAIP DPF1 IGF1R MOAP1 UTP11L ERCC5 SH3GLB1 PTH CD2 TNFRSF18 PYCARD DAD1 ERCC3 SCG2 HSPA9 ERCC2 PIK3R2 PTPRC COL4A3 IL2RB FOXL2 CEBPG NF1 ANXA1 SAP30BP ANXA5 ANXA4 TNFSF8 CASP10 SON HSP90B1 CUL4A BAX BRE MPO PPP1R13B APAF1 IGFBP3 TIAF1 F2R
HEME_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/HEME_METABOLIC_PROCESS BLVRA TSPO ALAD ALAS1 ALAS2 FECH COX10 CPOX NFE2L1 PPOX COX15
CELL_MIGRATION http://www.broadinstitute.org/gsea/msigdb/cards/CELL_MIGRATION RTN4 NRP2 BMP10 NRTN NRP1 ACVRL1 HMGCR BCAR1 TNFSF12 ENPEP GLI2 CD2AP GDNF PTEN SHH IL10 TGFB2 VCL WNT1 SAA1 ANG TDGF1 SEMA3B UNC5C SPON2 SYK S100A2 EGFR GTPBP4 CCDC88A NRXN3 MDGA1 OTX2 NRD1 NRXN1 MYH9 NEXN SLIT1 SLIT2 THY1 VEGFC CD34 CLIC4 ALOX15B SEMA4F ITGB1BP1 IL12A OPHN1 CNTN4 SIAH1 LAMC1 UBB IL12B SHROOM2 CDK5R1 ABI3 ABI2 ITGB2 PF4 CX3CL1 ITGB1 AZU1 CALCA MIA3 DOCK2 KAL1 CKLF PRSS3 SFTPD KRT2 TNN AIMP1 CD24 ARAP3 ANGPTL3 PPAP2A LAMB1 PPAP2B SCG2 THBS4 PARD6B S100P NF2 IL8 TBX5 NF1 SPHK1 DPYSL5 PLG CDH13 CXCR2 PARP9 AMOT TRIP6 FEZ2 FEZ1
CYCLIC_NUCLEOTIDE_MEDIATED_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/CYCLIC_NUCLEOTIDE_MEDIATED_SIGNALING ADORA3 ADCY7 LHCGR VIPR1 GHRHR PTGIR HTR1B GALR1 MC1R GALR3 GALR2 PRKACB GLP2R HTR1D HTR1F LPAR3 HTR1E NUDT4 HTR4 SSTR4 PTHLH CRHR1 CRHR2 SSTR5 SSTR2 SSTR3 SSTR1 CCR3 HTR7 MC2R CCR2 HTR6 GLP1R ACR DRD1 CCL2 GNAI3 GNAI2 ADORA2B DRD2 DRD5 ADCYAP1 ADRB3 CNR1 CNR2 ADRA2A TBL3 RGS1 NPY LTB4R2 MTNR1B ADRA1B GRK5 CORT ADRA1D MTNR1A OPRM1 MCHR1 WASF2 GABBR1 GABBR2 EDNRA EDNRB NDUFS4 PTH1R MC5R CAP1 CALCRL XCR1 PTGER4 GRM4 CHRM5 ADRB2 GRM3 GRM2 ADRB1 CHRM2 GRM8 GHRH GRM7 GIPR GNAS TSHR CALCR AVPR2 CCR1 NPY2R OPRK1 FPR1 GCGR GPR3 CALCA HRH3 HRH2 MC3R CAP2 OPRL1 NF1 NPY1R P2RY11 MC4R OPRD1
STEROID_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/STEROID_BIOSYNTHETIC_PROCESS CNBP HSD3B1 CYP11A1 HSD3B7 TFCP2L1 CYP11B2 FDPS FDXR NR0B1 SOD1 CYP7B1 CYP39A1 ADM DHCR7 HSD11B2 NPC1L1 SCP2 AKR1D1 CYP19A1 BMP6 NR5A1 DHCR24 NSDHL
ION_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/ION_TRANSPORT KCNC1 SLC22A16 TSPO KCNC4 KCNC3 ATOX1 ATP6AP1 KCNK7 KCNK6 WNK4 KCNK5 CHRNA7 SLC4A2 SLC4A1 KCND3 SCN2B SCN2A TRPA1 SLC34A1 STIM2 WNK1 C16orf7 STIM1 SLC34A3 PKD2L1 SLC34A2 NNT RHCG ATP2C1 RYR3 RYR1 AKAP7 SLC40A1 KCNMB3 FXYD1 KCNMB4 ORAI1 FXYD3 SCN1B KCNA2 KCNA1 KCNA4 HFE KCNA3 CCL8 CACNB3 KCNA6 KCNA5 CACNB4 KCNJ2 KCNJ3 ATP6V0B KCNMB1 KCNJ1 KCNMB2 ATP6V0C SLC11A2 KCNS3 KCNS1 SCN9A SLC30A5 HCN4 SLC31A2 SLC31A1 TRPC1 HCN2 TRPC4 CACNA2D1 TRPC3 TRPC6 TRPC5 KCNB2 UCP1 KCNK1 VDAC2 KCNK3 VDAC1 KCNK4 KCNJ5 ATP7A KCNJ4 SLC4A11 KCNJ6 NPY P2RX1 UCP3 UCP2 LASP1 ATP2A3 ATP2A1 CHRNB4 CHRNB1 SLC13A4 CACNA1D CLCN4 ATP7B KCNH1 KCNK17 KCNJ15 ATP6V0E1 KCNAB3 GLRA1 KCNAB1 GLRA2 KCNJ10 HVCN1 KCNJ12 KCNIP2 KCNJ11 SLC26A2 KCNQ4 SLN KCNQ3 NMUR1 NMUR2 TRPV5 SLC22A4 SLC22A3 SLC22A6 SCN7A KCNQ2 COX17 KCNQ1 SLC22A2 KCNG2 SLC22A1 SCN10A TRPM3 SGK1 SLC22A7 SLC22A8 CLIC1 TRPM2 ATP6V1F KCNA10 ATP6V1C1 SLC26A4 SLC26A3 CLIC3 CLIC5 SCN11A KCNH2 KCNH3 KCNH4 BEST1 SLCO1A2 KCNE1 PKD2 KCNE2 CCS CHP SCNN1G SCN5A SCNN1A SLC39A2 SCNN1D SLC39A1 TCIRG1 PLP2 SLC8A1 GLRB NOX1 ATP1A4 RHAG KCNV1 TRAPPC10 SLC17A7 SLCO1B3 KCNN4 ABCC9 SLC17A5 KCNN1 SLC17A3 SLC17A4 PLN KCNN3 SLC17A1 ATP6V1E1 SLCO1B1 SLC17A2 KCNF1 SCN4B ABCC8 SCN4A CSN2
RESPONSE_TO_DNA_DAMAGE_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_DNA_DAMAGE_STIMULUS MMS19 XRCC4 RAD51C XRCC3 XRCC2 ZAK XRCC6 SETX IGHMBP2 MUTYH RAD21 CDKN2D PMS2 CCNA2 MAP2K6 PMS1 CIB1 POLL MYO6 POLI POLH POLG LIG1 RINT1 POLE LIG3 RAD9A LIG4 KAT5 FOXN3 DDIT3 C16orf5 RAD1 PNKP RFC3 RPAIN UBR5 RAD17 RAD23B HMGB1 HMGB2 BLM MRE11A RAD23A HUS1 UBE2V1 UBE2V2 CHEK1 CHEK2 SESN1 XAB2 POLE2 RAD51B DYRK2 POLQ GML NTHL1 ASF1A ATRIP RECQL4 HMGB1P10 RECQL5 TREX2 CIDEB CIDEA BRCA2 ATR RAD54L BRCA1 ATM VCP POLD1 TDG PARP3 RAD54B SMC1A ABL1 PARP1 NBN UVRAG MLH1 PMS2P1 TRIAP1 MCM7 PCBP4 FANCG FANCA CCNO FANCC UBE2A REV1 BRCC3 AIFM1 DDB1 GTF2H4 TP53 APTX PRKCG TOPORS IFI16 RAD52 UBE2B NEK11 XRCC6BP1 RAD50 GTF2H1 RBBP8 RAD51 SPDYA UBE2N RECQL XPC BTG2 GADD45G DDB2 RUVBL2 NHEJ1 PPP1R15A GADD45A WRNIP1 UNG PML POLA1 SFN BRSK1 SMUG1 RPA1 ERCC8 ERCC5 SUMO1 ERCC6 BCL3 BCL6 ERCC3 ERCC4 APEX1 FEN1 ERCC1 APC ERCC2 EXO1 MSH6 UPF1 MSH3 MSH2 CEBPG MSH5 TNP1 SOD1 TP73 NAE1 ATRX MPG MNAT1 ATXN3 MAPK12 CSNK1D CSNK1E EEF1E1 BRE ALKBH1 OGG1
ORGAN_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/ORGAN_DEVELOPMENT MEF2C HCCS MEF2B HRAS MEF2A BTD HOXD13 RORB HDAC7 SART1 BTK CITED2 FLI1 CUL7 CTGF SYK BRAF PDPN MYH3 UGCG MYH7 MYH6 MYH9 PROX1 THY1 PITPNM1 NME2 MSX1 RPS19 SERPINF1 TAGLN FOXG1 SHOX ATPIF1 EIF2AK3 TRAPPC2 ADAMTS4 ODAM EMCN OSTF1 AMTN ERBB2 MYEF2 CACNB2 PPT1 HESX1 T NPHP3 MUSK IL17F ZAP70 SPP2 DMBX1 DVL2 DVL3 KLF10 SPHK1 MSTN TNNI3 PCDH18 DVL1 SHOX2 TRPS1 SMURF1 TLL1 KCNH1 HNF1B FGF7 HTATIP2 ELF3 TCOF1 SPI1 ZNF675 DFNB31 FGF2 USH2A GHR STS LYN STX2 ACTA1 EGFL7 CMKLR1 PTF1A TLE3 TLE1 TLE2 WAS GPR98 INHBA EREG LRMP FOXC2 KIAA1217 FOXC1 IL12B NHEJ1 CLN5 CSF1 NNAT FHL3 PML TRIM15 COL7A1 SNRK COL6A3 CSDE1 PKD2 PCSK9 HSD17B3 PAPSS1 PAPSS2 C1GALT1 RASA1 MYF6 IL4 IL8 IL7 MYF5 IGF1 IGF2 CAPN3 PLG CDH13 MEF2D RPS6KA3 LARGE EPGN STAB1 ADAP2 BNC1 FOXE1 HBEGF AMOT CTNS NR5A1 IL2 BMP10 HMGCR IL18 JAG2 TGFB3 TNFSF12 PDX1 ZIC1 IL10 TGFB1 TGFB2 ZIC2 CXCL10 APOA5 TDGF1 UNC5C MATK RET IL27 TAZ DLL3 SIX3 NRD1 MGP VAX2 SIX6 IL20 SIX1 GPR56 COL1A2 VAMP5 TFAP2A COL1A1 SMARCA1 EDA FGD1 ACHE CCL2 MRAS EXTL1 MDK ECE2 TEAD4 DYRK3 ANGPTL3 EGF ANGPTL4 FKTN CCM2 MEA1 ANKH HDAC5 HDAC4 MYH11 MYO16 CACNA1H FABP1 HDAC9 FABP5 ASPRV1 PAX6 PAX5 PAX4 PAX3 PRDX1 PAX1 SPRY2 CDC42 NDUFS4 ALAS2 HEY1 HEY2 RHOB TIE1 OTX2 CDK6 IFI16 MBNL1 NCL HOXC11 NCOA4 NCOA6 LCK GAA CNTN4 UBB CASQ2 ACVR1 ABLIM1 IRX4 CTF1 RNH1 RAG1 PF4 DCN ALDH3A2 APLP1 DCT MSX2 COL9A1 COL17A1 COL9A2 CD4 CALML5 COL4A4 KLK7 COL4A3 EBP SECTM1 KLK8 COL4A2 ALPK3 KL COL13A1 CEBPG HCK FBN1 KLK5 NF1 MAL FRZB COL5A3 COL5A2 ANXA2 BAX GDF11 GDF10 JAK2 CDX1 S100A7 FST UTRN LHCGR POSTN TPD52 SHH DSPP PLOD1 COL12A1 ERAP1 CEP290 CHRNA7 CHRNA1 EIF2B2 PITX3 TWIST2 EIF2B4 TWIST1 COL10A1 EIF2B5 PITX2 MATN3 CD3D NKX2-6 MDGA1 VANGL2 KRT13 KRT10 TBR1 SCEL PRELP KRT19 KRT17 KRT16 ATP2C1 KRT15 KRT14 VEGFA LAMC2 LAMC1 EXT1 EXT2 IQCB1 CDK5R1 HOXA13 ELN RBP2 ITGA11 HOXB13 EPHB4 AHSG TCF21 LAMB3 AGGF1 LHX1 LHX3 LHX6 SMA4 LAMB1 EMD NKX2-2 BLNK BMP4 COL18A1 IKZF3 BMP2 MLL BMP1 IKZF1 KRT31 MYOZ1 SMAD2 EN1 KRT34 CSRP3 NKX6-1 KRT32 LAMA2 NOTCH2 DLX2 NOTCH1 LAMA3 ATP2A2 ETS1 DLX6 DLX5 ETS2 NOTCH4 GHSR LHB TCF12 ENG KLF4 TCF15 GYPC PPARD TM7SF4 ACVRL1 ARSE NRP1 MYBPC3 GLI2 CDSN CANX SPINK5 GLI1 TNFRSF11B AES GNPAT ALOX12B MKX COL11A1 DNAJC19 DHCR24 UFD1L FLOT2 NFAM1 SLIT1 SLIT2 VCX3A PROK2 SGCG SGCD NPPB SGCE ADAM12 SGCA SGCB ETV7 SHROOM2 RAB3D SHROOM4 STATH COL2A1 ZBTB16 SUFU MLF1 SPEG LY6H LECT2 TBX6 TBX3 HCLS1 TBX5 TBX4 NPR1 TBX1 AFF2 GJB5 NPR3 SNAI2 SOD1 CD1D COL19A1 MAPK12 CLEC3B SVIL CLEC3A PHGDH PBX1 PTCH1 PTCH2 ATP6V0A4 PBX3 TMEM176B PBX4 MYOD1 CASR MMP9 CRABP2 FGF16 FGF10 FOXO3 FGF12 TTN FOXO4 ANKRD7 GHRHR IL31RA PRKACG GATA6 GATA4 ROBO4 ROBO2 ACIN1 KRT85 IFRD1 KAT8 KRT83 KAT6A FOXN1 SOCS5 NR0B1 MEPE PTHLH PLCE1 GYLTL1B CARTPT DSP EMP1 SRI MYL6 FGFR1 FGFR3 ONECUT2 MAP4K2 MAP4K1 DSCAML1 ATP6V1B1 ITGAX SFTPD RUNX1 RUNX2 SRGN SFTPB MEST EVC MAFB HTT DMP1 BMX ITGA2 TINAG FOXP2 GCM2 ITGA7 GLMN CD79A CHRD POU6F1 AEBP1 LSR CRX ACVR1B DGCR2 ANG DGCR6 PTH1R SOX15 MKKS SRD5A2 MKL2 PRL BOC ALX1 KIRREL3 EGR3 EGR2 LDB1 DMRT1 DMRT2 INHA ALK FSHR ACVR2A EYA2 SMTN EVPL KRTAP5-9 BPTF BTG1 SCIN ITGB1BP2 GHRL UTP3 KRT6A KRT6B RTN4RL1 UBE3A POU1F1 CALCA KRT9 MTM1 KRT5 HAND1 HAND2 MYL6B RASGRP4 POU2F3 COMP PTH KRT1 KRT2 TGM3 RTN4RL2 TGM5 ERCC3 SCG2 ERCC2 ZBTB7B PTPRC FOXL2 PLAC1 CENPF SPARC CBY1 SIRT2 SPRR1A CASP14 MAP1S SPRR1B BMPR1B IGFBP3 IGFBP4
TRANSMISSION_OF_NERVE_IMPULSE http://www.broadinstitute.org/gsea/msigdb/cards/TRANSMISSION_OF_NERVE_IMPULSE SEPT5 SYT1 KCNC4 UTS2 SNCAIP GRIK1 SLC6A1 SLC6A2 GABRB2 SYT5 GRIK2 SLC6A4 GRIK4 CNP VIPR1 GDNF TGFB2 HTR1B GRIN2B APOE GALR3 GALR2 CHRNA5 CHRNA4 CHRNA6 NQO1 HTR1D EIF2B2 CHRNA1 EIF2B4 LPAR3 HTR1F HTR1E EIF2B5 KCND2 SCN2B BAIAP3 KIF5A STRN4 GRIN2A BSN NTSR1 GABRR2 MAPK1 CBLN1 GABRR1 DOC2A COLQ HTR7 HTR6 AKAP5 NPTN CARTPT PMP22 SRI KCNMB3 KCNMB4 DRD1 SCN1B CALY DRD2 DRD4 KCNA1 PXK RIMS1 KCNMB1 KCNMB2 HCRTR2 HCRTR1 GAD2 SYPL1 GAD1 HAP1 NOVA1 UNC119 NTF4 CPNE6 OMP SNAPIN HOMER1 KCNK3 PDE7B NPY RAPSN MTNR1B CHRNB4 CHRNB3 CACNA1E QPRT RIT2 CHRNB1 CORT SST CHRNE CACNA1B PPARD GLRA1 GABBR2 KCNIP1 MBP KCNQ5 SLC1A2 SLC1A3 KCNQ3 FXN NMUR1 SLC1A6 NMUR2 DLG4 KCNQ2 TAAR5 SLC1A1 NPFF KCNMA1 PCDHB9 GPR176 PCDHB5 PRG3 PCDHB6 NPBWR1 PCDHB3 NPBWR2 PCDHB4 PI4KA PCDHB2 GRM1 STX1B AMIGO1 GRM5 GRM4 GRM3 KIF1B GRM2 GRM7 GHRL CNTN4 UBB ALDH9A1 HCRT RAB3A CPLX1 OPRK1 PCDHB14 PCDHB13 AKAP9 HPRT1 PCDHB11 PCDHB10 AMPH GCH1 CD9 NPTX1 HRH3 SYN1 PCDHB16 SYN3 SYN2 CD24 HTR3A HTR3B APBA1 GCHFR DTNA COL4A4 GLRB PLP1 KLK8 MPZ NF1 NLGN1 MAL DBH SOD1 GABARAP ACCN1 ATXN3 YWHAG YWHAH GRIA2 KCNN1 GRIA1 SLC6A5 KCNN3 MYCBPAP CRH SLC5A7 CHRNA10 HTR2C HTR2A
GENE_SILENCING http://www.broadinstitute.org/gsea/msigdb/cards/GENE_SILENCING HDAC5 CHMP1A DGCR8 DICER1 SIRT4 SIRT5 TNP1 SCMH1 SIRT1 HELLS
TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN http://www.broadinstitute.org/gsea/msigdb/cards/TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN LYN NF2 IL29 HCLS1 SOCS1 STAT1 IL31RA IL20 CLCF1 F2 IL12A IL22RA2 F2R
INTRACELLULAR_SIGNALING_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/INTRACELLULAR_SIGNALING_CASCADE ALS2 RPL17 MED24 BTK MAP3K7 MAP3K6 AGTR1 HTR1B MAP3K5 MAP3K4 MC1R DIRAS3 LTB4R MAP3K9 TLK1 GNG3 TLK2 HTR1D DDAH2 MAP2K7 CCNA2 DDAH1 HTR1F HTR1E ADAM9 TNIK ROCK1 RREB1 PIK3CB KIAA1804 MED12 MED14 MED13 MARK1 BCL2L10 MARK2 RAD1 SSTR4 SSTR5 SIRPG SSTR2 SSTR3 SSTR1 IFNB1 MED16 MED17 F2 MC2R MAPK9 MAPK8 GRAP2 EIF2AK3 IRAK1BP1 GNAI3 GNAI2 DUSP10 RUNDC3A PPT1 ARF6 BCL2L1 ARFGEF2 ADCYAP1 ADRB3 RAC1 DUSP16 DIABLO ARAP1 ARAP3 ARHGEF10L TAOK2 MAP2K4 SPHK1 TAOK3 DUSP22 ATR VDAC1 APOL3 CDC42BPG RGS1 RGS3 RGS4 AVPR1B AVPR1A CDC42BPA HGS TNK2 CDC42BPB OPRM1 SLC20A1 PDIA2 ZNF675 BNIP3 DAXX LATS1 LATS2 NOD2 NOD1 NMUR1 NMUR2 TICAM1 TICAM2 ANP32A MC5R GUCY1A3 TMEM101 FGF2 SRPK2 AIFM3 LYN AIFM1 TP53 NDUFA13 SRPK1 FLNA ELMO1 CARD10 MAST1 SIK2 GNAQ GNB1 RIPK1 GIPR IL12A GUCY1B3 GNAS EEF1D NPY2R OPRK1 C5 MKNK2 FPR1 PML MKNK1 TRIM13 RTKN DGKA SOS1 PLEKHG5 MC3R PPP1R17 PDK1 IL8 OPRL1 IGF1 DGKK CRIPAK NPY1R RICTOR SELS TP73 NAE1 RPS6KA5 CDH13 DUSP4 RPS6KA4 P2RY11 DUSP2 EPGN RPS6KA2 RASSF1 GSK3B MC4R NLRP12 NMBR HTR2B DUSP9 DUSP8 DUSP6 GNA15 SIK1 SLC44A2 STK38 ZAK ATP6AP2 TNFSF15 TSPAN6 RRAD TNFSF14 RBFOX2 PRKAR2B NLRC4 PRKAR2A APOA1 CDKN2A NLRC3 GALR1 MDFIC MIER1 GALR3 TDGF1 GALR2 RGN RRAS BUD31 S1PR2 LPAR2 LPAR3 GPR89A EDARADD S1PR4 EGFR BCL10 BST2 NUDT4 IL29 GOLT1B DFFA RELA DFFB CECR2 FADD ARID1A IL20 SGSM3 MIB2 STMN1 TNFAIP3 FGD2 TRAF2 ARHGDIG FGD1 STYXL1 DRD1 CCL2 LITAF ADORA2B DRD2 DRD5 MRAS UBE2V1 CXXC5 MAPKAPK2 ABCA1 P2RY6 DOCK1 P2RY4 P2RY2 APOC3 P2RY1 ADRA2A OTUD7B ADRA2C DYRK2 TRAF7 TRAF6 FGD5 EGF TRAF5 FGD6 RAB6C ARHGDIA FGD4 ARHGDIB NR4A3 CCM2 VAV3 EFS TRADD TRAF3IP2 ATF6 LAT IKBKE TNFSF10 TSC1 PLK2 VCP PRKAR1A IKBKG ADRA1B MTNR1B ADRA1A DDX54 TRIP6 ABL1 ADRA1D MTNR1A NBN GABBR1 PRDX4 PINK1 MUL1 FER GABBR2 CASP3 NDUFS4 CASP9 CLCF1 HMOX1 RASL10A CASP7 CASP8 RHOA RHOB RHOC RHOD CASP1 CASP2 RHOG RHOH SGK2 PTGER4 LIMK1 SLA2 CYCS PKN1 IFI16 ESR2 NEK11 SH2D3C ADRB2 CHRM5 SH2D3A ADRB1 CHRM2 CHRM1 LCK ERN1 TREM1 TSHR GAP43 PTAFR MAVS FKBP8 PPM1A BRSK1 CALCOCO1 HRH1 TMED4 REL HRH3 HRH2 SLC35B2 REN SH2B2 NFATC1 COL4A3 SECTM1 NF2 NF1 BAD ICK MED30 BAX JAK2 FAF1 APAF1 OPRD1 ADORA3 VAPA ADCY7 VAPB STAT5A EDN2 LHCGR STAT5B BAK1 MYD88 APOE WNK4 ABRA CHRNA7 GTPBP2 DBNL PLD2 PLD1 C5AR1 RINT1 WNK1 HTR4 WNK3 RAD9A CD40 WNK2 PPARGC1B FARP2 C16orf5 CRHR1 CRHR2 ATP2C1 VOPP1 HTR7 CCR3 UBR5 CCR2 HTR6 PIAS1 AMFR NEK6 ACR TAB1 PTPLAD1 HUS1 STK17B MYO9B CHEK1 AKAP11 CHEK2 STK17A TAB2 HIP1 BLNK TYROBP MDFI CNKSR1 ABR LGALS1 NDFIP1 ARFIP2 CIDEB CIDEA SMAD3 NDFIP2 TPD52L1 SMAD2 OXSR1 HOMER1 TAX1BP3 ECM1 LGALS9 NOTCH2 NPY NUP62 CLEC7A GRK5 GHSR MCHR1 CCKAR ZBTB33 WASF2 GJA1 PTEN CAMKK2 CANT1 EDNRA EDNRB TRIAP1 GPX1 PDPK1 TGFA CAP1 XCR1 TOP2A DEDD2 LTBR CCKBR GZMA GZMB NFAM1 WLS SCAP GRM5 AMBP GRM4 PROK2 GRM3 ZDHHC17 MED4 TNFRSF10B GRM2 LAX1 GRM8 ZDHHC13 GRM7 PSEN2 GADD45G MAP3K10 SIAH2 GADD45B MAP3K13 MAP3K12 MAP3K11 MED1 CAPS BID CXCL1 PIKFYVE AVPR2 CARHSP1 PARD3 NMI CCR1 TFG FKBP1A SFN GCGR AZU1 PLCL1 STAT4 SQSTM1 BCL3 CHP CD24 CC2D1A CD27 FYB CAP2 HCLS1 NLK MAPK11 MAPK10 SOD1 STAT1 YWHAE BIRC2 STAT3 STAT2 YWHAH MAPK13 FYN EEF1E1 MAPK14 IFT57 BIK F2RL3 NRTN TBK1 FGF13 MBIP PMAIP1 VIPR1 TLR6 GHRHR DMPK IL31RA PTGIR TMEM9B CASP8AP2 SPRED2 PRKACB ACIN1 GLP2R SPRED1 PAG1 MYO6 SOCS2 MADD SOCS3 PICK1 SOCS1 SOCS6 STK4 TRAT1 STK3 FOXN3 PTHLH MAP4K3 MAP4K4 TRIM38 LAT2 MAP4K5 PLCE1 RIPK2 CARTPT AKAP7 ERC1 RAD17 GLP1R PPP5C KALRN FGFR1 DERL2 FGFR3 DERL1 GRAP MCL1 GRB2 BLK MAP4K2 MAP4K1 DERL3 SRC RRAGC CORO2A GMIP CNR1 PLCH1 MTCH1 CNR2 GML STK38L ATRIP CFLAR CARD8 TBL3 CARD9 CLNK MALT1 BRCA1 BBC3 LTB4R2 SMC1A CORT IFI6 IL22RA2 PRKAG3 TACR1 FASLG SHISA5 AKT1 ARHGAP4 ARHGAP5 ANG CXCR4 PCBP4 ARHGAP1 PTH1R SHC1 PAK1 CALCRL PLCB2 CHUK IRAK2 IRAK1 RALBP1 G3BP1 PIGU ADIPOR2 MINK1 ARHGAP27 ADIPOR1 ARHGAP29 DAPK2 ECT2 DAPK3 DAPK1 IFNAR1 UBE2N MFN2 IFNAR2 CRKL GHRH ITGB1BP1 KRIT1 HIPK2 CFL1 CD81 GHRL PRKD3 CALCR GPR3 CALCA TNFRSF1A MOAP1 MAP3K3 RASGRP4 MAP3K2 ROPN1B RASGRP1 PPAP2A SCG2 STAMBP GPS1 FOXL2 DNM1L EDA2R RGS19 GSG2 PARK7 GPS2 SH3BP5 CXCR2 THRAP3 MAPK8IP2 MAPK8IP3 MAPK8IP1 TIAF1 F2R
REGULATION_OF_IMMUNE_EFFECTOR_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_IMMUNE_EFFECTOR_PROCESS PTPRC TRAF2 CRTAM CADM1 IL28RA APOBEC3G MALT1 FOXP3 APOBEC3F NCR1 MAP3K7 TARBP2 IL12A IL12B TRAF6
REGULATION_OF_TRANSCRIPTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_TRANSCRIPTION SLC2A4RG XRCC6 HOXD13 RORB MED23 REST MED21 MED20 ZNF254 CITED1 CITED2 EPC1 MED26 FOXF1 FOXF2 MED27 PQBP1 VPS4B ZNF396 PATZ1 IKBKAP ZNF45 PCBD2 RREB1 RXRA KDM5B KDM5A ZHX1 MED12 MECP2 ZHX2 ZHX3 MED14 HNF4G MED13 NME2 HNF4A ZNF238 MED17 SMARCAL1 TGIF1 MYBBP1A TRAPPC2 ZNHIT3 ZNF76 CRTC1 VPS72 FOXH1 HEXIM2 HEXIM1 ZNF74 TCF4 VEZF1 TCF3 ARHGEF10L DMBX1 UTF1 TCF7 KLF12 TGFBR1 PHB KLF10 MAP2K3 KLF11 ESRRG MSTN TFCP2 C19orf2 MZF1 HNF1B ELF1 HNF1A ELF2 HTATIP2 ELF4 EZH2 SPI1 TP63 ZNF345 DAXX NOD2 ZNF350 ZNF148 ZNF146 CREG1 BRD7 SPIB HSF4 MYC BRD8 TAF1L ZNF281 ATF7IP ZNF282 PTF1A TP53 NDUFA13 TLE1 ZNF143 FOSB FLNA MXD4 GTF2H1 MYCN ARHGEF11 JMY CIAO1 CARD11 INHBA EREG ZNF136 PFDN5 RUVBL1 NSD1 CLOCK ZMYND11 ZNF274 CREM PML ZNF367 NUFIP1 ZNF35 ZNF177 ZNF174 PER1 LIMD1 SUPT4H1 FOXD3 ZNF263 MYF6 IL4 LMX1B MYF5 TRIM28 TRIM27 ZNF24 TNP1 ELAVL2 PHF12 TRIM22 TP73 RPS6KA5 ATRX MNAT1 ZNF157 TADA3 RPS6KA4 NAA15 RBAK NARFL FOXE1 TCEB3 TCEB1 PHF5A NR5A1 MMS19 STK36 RBFOX2 TCEAL1 TGFB1 NLRC3 CDKN2A SMARCD2 MDFIC SMARCD3 SMARCD1 SCRT1 BCL10 ZNF593 IL29 RELA HDAC10 ARID1A CSDA DDIT3 JUNB PA2G4 EP300 HIF1A SMARCE1 TCFL5 TIMELESS SMARCA5 MNX1 TFAP2B TFAP2A EDF1 TFAP2C SMARCA1 EDA SMARCA2 EID1 HMGB1 HMGB2 CNBP EID2 LITAF UBE2V1 ABCA2 PYDC1 NR2C2 CXXC1 VDR MEIS2 SMARCB1 RPL6 TEAD4 SNF8 JUND HELLS ZNF423 TFDP1 EPAS1 CREBZF TAF8 NEUROG1 BRIP1 UIMC1 ATF6 HDAC5 ATF5 HDAC4 ATF4 NRF1 HDAC2 DYRK1B SMARCC1 ATF7 PRKAR1A SMARCC2 HIVEP3 ABL1 IKBKB HDAC8 E2F1 FOSL2 RSF1 ARID4A E2F6 DEDD CTCF DEK ZNF202 PRDX3 PAWR TMF1 PAX8 LRRFIP1 NRG1 FOSL1 NFX1 ARID5B SLA2 ARID5A ESR2 RB1 CDK7 HMGA2 HMGA1 PRPF6 TARBP1 TARBP2 NCOA6 ERN2 ZFPM2 JMJD1C UBB CARM1 ACVR1 BCLAF1 NFYC NFYB EGLN1 NFYA HIC1 TFAM TSC22D3 RGMB ORC2 CHD2 CHD1 NFATC2 NFATC3 CHD4 NFATC1 CHD3 VHL CEBPG CREB5 ID2 DBP ID1 ID4 ID3 FST HIRA SIN3A WWP1 TRAK1 ABRA RARB IFNK SUPT5H TWIST2 PITX2 TWIST1 YY1 TAF6L PPARGC1B UHRF1 PIAS4 MTF1 TGFBRAP1 PRDM1 KAT2A SUDS3 AFAP1L2 CALR PLAGL1 NR1H2 DRAP1 HTATSF1 MAML3 BCOR TCF25 NKX2-5 MDFI NKRF HMGB1P10 KLF7 BMP2 IKZF3 KLF9 SUB1 MAML1 CREBBP MAML2 SMAD4 RYBP SMAD3 SMAD2 UBP1 NOTCH2 NR1I2 NUP62 RNF4 NOTCH4 JAZF1 TCF19 BMP7 RBPJ ZFHX3 ENG TCF12 KLF4 TCF15 BMP6 ZBTB32 PPARD ACVRL1 TBX22 TBX21 PPARG NFKB2 ZEB1 HSBP1 GLI2 GLI1 KCNIP3 CAMKK2 ZBTB38 BLZF1 GFI1B NR2F2 TBX10 ZNF354A CCNH NFAM1 SCAP RBBP8 SIGIRR CTNNBIP1 MED6 MED7 CHMP1A RIPPLY1 SRCAP MAP3K13 TBX19 MED1 POLR2L POLR2K EHF ZBTB16 SUFU SUMO1 MRPL12 SQSTM1 NR1D2 LANCL2 GATAD2A PEX14 BCL3 BCL6 MLLT6 POLR3G TBX3 TBX2 TBX5 HCLS1 ILF3 SNAI2 POLR3C STAT3 SOD2 STAT2 PREB YWHAH ILF2 UBTF YAF2 NEUROD2 PHF21A PBX1 PBX3 APBB2 RBM14 APBB1 CIR1 PBX4 HNRNPAB MYOD1 ARNT2 CRABP2 FOXO1 FOXO3 FOXO4 HOXC6 GATA1 GATA6 GATA4 HOXC5 KAT7 KAT8 GABPB2 KAT6B KAT6A MYO6 FOXN1 ZNF189 NR0B2 ARNTL ELL3 NR0B1 TRERF1 AHR FOXN3 IGSF1 TIAL1 ERC1 GCLC SNX6 TFAP4 ELK1 ELK3 NPM1 RUNX1 RUNX2 RNF14 SREBF1 NFE2 SAP18 SNW1 GSC2 FOXP3 BRCA1 SREBF2 PPIE GCM1 DNMT1 RFX3 MAFA SOX21 POU6F2 NR6A1 FOXK2 BUD31 PDCD4 MEN1 ACVR1B FOS NAA16 POU5F1 PCGF6 ATP8B1 POU4F2 SOX18 POU4F1 MKL2 KHDRBS1 ELP4 EGR1 ELP3 ELP2 NANOG SP100 LDB1 SOX12 NLRP3 UBN1 NRIP1 UBE2N PRKCQ ACVR2B BPTF ZMIZ2 MDM2 MDM4 COMMD7 CUX1 ZFP161 SUPT3H GLIS3 ING4 TNF ING2 GLIS2 GLIS1 HCFC1 HCFC2 TCF7L2 CALCA TNFRSF1A NPAS2 POU2F3 POU2F1 PYCARD GFI1 ERCC3 CAMK2A ENO1 ERCC2 ERF SOX30 SIRT4 CENPF EDA2R SIRT5 CBY1 SIRT1 SIRT2 PSMG4 ATXN1 SP1 SP2 SP3 IRF7 DR1 IRF8 SP4 THRAP3 ARHGAP35 IRF2 IRF4 TSSK4 CRK
NEGATIVE_REGULATION_OF_CELL_MIGRATION http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_CELL_MIGRATION BMP10 GTPBP4 ACVRL1 NF2 TBX5 NF1 PTEN PLG SHH THY1 VCL MIA3 CLIC4 ALOX15B ARAP3
MITOCHONDRIAL_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/MITOCHONDRIAL_TRANSPORT TSPO HSP90AA1 TIMM17A MTX2 TIMM17B TP53 BNIP3 MIPEP BCL2L1 TIMM23 TIMM44 TRNT1 STARD3 MFN2 BAK1 TAMM41 BCL2 TOMM22 SLC25A1 SLC25A15 TOMM34
STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/STRESS_ACTIVATED_PROTEIN_KINASE_SIGNALING_PATHWAY ZAK ZNF675 DAXX MAP3K6 MAP3K5 MAP3K4 MDFIC MAP3K9 MAP2K7 DBNL TNIK KIAA1804 PKN1 MINK1 MAP4K3 AMBP SH2D3C MAP4K5 CRKL SH2D3A HIPK2 MAP3K10 MAPK9 MAPK8 MAP3K13 MAP3K12 MAP3K11 ADORA2B PTPLAD1 DUSP10 MAP4K2 MAP4K1 MAP3K2 CD27 MDFI GPS1 CCM2 CARD9 TAOK2 TAOK3 MAP2K4 EDA2R TPD52L1 MAPK10 GPS2 MAPK8IP2 MAPK8IP3 MAPK8IP1 DUSP9
REGULATION_OF_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_CYCLE SIK1 ZAK AIF1 C13orf15 KNTC1 PKMYT1 TTK CDC16 FOXO4 TGFB1 TGFB2 CITED2 CUL3 CUL2 CUL5 CDKN2A DIRAS3 CDKN2B CDKN2C CDKN2D CCNA2 MAP2K6 CUL1 ANAPC2 GTPBP4 MADD RINT1 TBRG4 RAD9A FOXN3 RAD1 PA2G4 UHRF2 MAD2L1 TIMELESS ALOX15B ZWINT TBRG1 MAD2L2 NEK6 RAD17 CDK5R1 PPP2R3B CDK5R2 NEK2 STK11 HUS1 TIPIN AFAP1L2 ANLN CHEK1 CHEK2 RCC1 CCNG1 SESN1 CCNG2 CDC37 UHMK1 PIN1 PLAGL1 HEXIM2 HEXIM1 NPM2 CDC123 FBXO5 EGF GML ATRIP RUNX3 BMP4 BMP2 TP53BP2 SPHK1 CDC23 SMAD3 ATR GAS1 GAS7 ATM CDKN1C NOTCH2 CDKN1B MYO16 BMP7 SMC1A CCNT2 NBN CCNT1 RPRM LATS1 PTEN LATS2 CDT1 CCNE2 TRIAP1 PCBP4 PRMT5 RHOB TGFA CDK5RAP3 CDK10 FANCG CDK5RAP1 MYC SERTAD1 DLG1 ZW10 KHDRBS1 CDC7 CDC6 CCNK DDB1 TP53 HERC5 NUSAP1 CDK7 INHA RB1 UBE2C NEK11 CDK2 JMY GTF2H1 RBBP8 MFN2 EIF4G2 DHRS2 INHBA PPM1G CCND1 CHMP1A XPC EREG CCND3 CCND2 BTG4 BTG3 ERN1 BUB1B FOXC1 CHFR PPP1R15A GADD45A ING4 CKS1B PML IFNW1 HCFC1 ASNS BCCIP BRSK1 ZBTB17 MLF1 CDC45 TMEM8B BUB1 CDK13 ERCC3 CD28 APC ERCC2 PTPRC IL8 TBX3 GMNN BIRC5 CDKN3 CDC25C CDC25A NAE1 MNAT1 PPP1R9B CUL4A MAPK12 EPGN RASSF1 CKS2 PPP1R13B KAT2B APBB2 HPGD APBB1
CHROMATIN_ASSEMBLY_OR_DISASSEMBLY http://www.broadinstitute.org/gsea/msigdb/cards/CHROMATIN_ASSEMBLY_OR_DISASSEMBLY RSF1 NAP1L1 NAP1L3 NAP1L2 NAP1L4 SET TLK1 HIRIP3 TLK2 ASF1A HELLS MTA2 SIRT4 TNP1 SIRT5 ARID1A SIRT1 HMGA1 SUV39H2 HDAC5 SMARCE1 SUPT16H SMARCA5 CHAF1A HDAC8 CHAF1B
CELL_MATURATION http://www.broadinstitute.org/gsea/msigdb/cards/CELL_MATURATION KCNH1 ACTA1 PICK1 MYOZ1 KCNIP2 IL21 TTN FARP2 NRCAM KRT19 RND1 EREG MYH11 CACNA1H AGRN ADAM12
SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/SMALL_GTPASE_MEDIATED_SIGNAL_TRANSDUCTION ALS2 RRAD DMPK ARHGAP4 APOA1 ARHGAP5 DIRAS3 APOE RASL10A ARHGAP1 RHOA RRAS ABRA RHOB RHOD FGF2 RHOG GTPBP2 PLD2 DBNL PLD1 ROCK1 RREB1 LIMK1 RALBP1 G3BP1 ARHGAP27 ARHGAP29 ELMO1 FARP2 MFN2 PLCE1 CRKL GNB1 SGSM3 KRIT1 CFL1 LCK SIAH2 GRAP2 FGD2 FGD1 ARHGDIG GRAP GRB2 MRAS PTPLAD1 RTKN RUNDC3A MYO9B ARF6 ABCA1 RRAGC DOCK1 RASGRP4 ROPN1B RASGRP1 SOS1 APOC3 RAC1 ADRA2A ARAP1 CHP ARAP3 FGD5 FGD6 RAB6C ARHGDIA ARHGDIB FGD4 PDK1 CNKSR1 VAV3 ABR NF1 ARFIP2 IGF1 RGS19 TAX1BP3 PARK7 NOTCH2 LAT CDH13 CDC42BPG TSC1 RASSF1 CDC42BPA TNK2 CDC42BPB
CELLULAR_DEFENSE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_DEFENSE_RESPONSE KLRC4 MICB KLRC2 MICA KLRC3 PAGE1 ZNF148 LBP FOSL1 SPN C5AR1 NCF2 NCF1 LY96 GNLY CD160 DCDC2 NCR2 NCR1 HLA-G TRAT1 GAGE1 CCR9 LILRB2 CCR6 KLRG1 CCR5 LYST CCR3 CCR2 CX3CR1 MNDA GAGE8 FAIM3 CLEC5A KIR2DL4 KIR3DL2 PRF1 ADORA2B ADORA2A CXCL9 UMOD CCL5 ITGB1 LGALS3BP VEZF1 TYROBP IL4 TCIRG1 ITK BECN1 IL1RL2 CD5L CD300C KIR2DS3 LSP1 CXCR2 CD19
REGULATION_OF_IMMUNE_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_IMMUNE_RESPONSE TRAF2 MBL2 CADM1 BCAR1 SPINK5 TLR8 TGFB2 MAP3K7 CFHR1 KRT1 C2 IFNK TRAF6 IL4 PTPRC CRTAM IL29 SLA2 MALT1 NFAM1 FOXP3 NCR1 TRAT1 CD1D THY1 UBE2N LAT2 EREG FYN IKBKG IL12A IL12B CD79A
RRNA_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/RRNA_METABOLIC_PROCESS EXOSC7 NOP58 EXOSC2 EXOSC3 RRP9 NOP56 FBL DIS3 NHP2 DKC1 NOLC1 RPS14 ERN2 POP4 NOP14 GEMIN4
SYSTEM_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/SYSTEM_PROCESS KCNE1L RP1 PTGS2 RP2 PTGS1 PGAM2 KIFC3 HTR1B AGTR2 GRIN2B LTB4R KCNK5 GUCA2B HTR1D HTR1F HTR1E CDH23 OPA3 OPA1 CRYAA SCN2B CRYAB KIF5A GRIN2A BSN MYH7 SERPING1 MYH6 SSPN PITPNM1 MAPK1 DOC2A RYR1 RYR2 FLII SMPX PMP22 UNC13B RTP3 RTP4 SCN1B CYP1B1 PPYR1 OTOR KCNJ1 HCRTR2 NPHP3 HCRTR1 SYPL1 IMPG1 MYO15A IMPG2 RLBP1 NPHP1 TECTA UNC119 GUCY2F NTF4 SPHK1 CELF2 PCDH15 KCNK3 GUCY2D RAPSN AVPR1A CHRND CHRNE P2RX6 CHRNG OPRM1 CYP2J2 LDLR GLRA1 TRPV2 USH1G DFNB31 RDH8 TYR NMUR1 NMUR2 SLMAP GUCY1A3 USH2A SCN10A KCNG2 ACTA1 NPBWR1 NPBWR2 PI4KA GRHPR CACNG1 GPR98 RDH5 OTOF USH1C GUCY1B3 GNAS GNB3 STBD1 KCNH2 SORD TBC1D8 OPRK1 PCDHB14 PCDHB13 PCDHB11 PCDHB10 AMPH CKMT2 PCDHB16 KCNE1 KCNE2 MYOM1 HTR3A HTR3B ACTC1 SLC8A1 OPRL1 ACCN1 ACCN3 NPHS2 NPHS1 MYCBPAP GAMT CTNS HTR2B HTR2C HTR2A KCNC4 TNNC2 GRIK1 TNNC1 ATP6AP2 GRIK2 GRIK4 RCVRN NR2E3 CXCL12 TGFB2 CXCL10 GALR3 GALR2 TIMM9 TGFBI ASPH RGR LPAR3 PABPN1 COCH KCND2 MYO3A BAIAP3 TAZ SIX3 VAX2 NTSR1 SIX6 NTSR2 GABRR2 RENBP GABRR1 DLL4 HSPB7 KBTBD10 C3AR1 DRD1 ADORA2B DRD2 ADORA2A KCNA1 DRD4 APOC2 OPN1SW ABCA4 RABGGTB RABGGTA PDE6A PDE6B PDE6C PDE6D HCN4 AIPL1 MUC2 HCN2 MYO1A FSCN2 EPB41 KCNB2 EFEMP1 SNAPIN PDE6H PDE6G CACNA1S PDE7B MYH11 MTNR1B CACNA1H ADRA1A CACNA1E CACNA1F XCL2 CACNA1B RHO CYB5R3 CYB5R4 CORIN PAX6 GABBR2 PAX3 PAX2 MBP SLC1A2 SLC1A3 DES SLC1A6 DLG4 SNTB1 NPC1L1 SCN7A SLC1A1 AKR1C1 KNG1 RAX TRDN TAS2R16 DHRS3 CHGA KIF1B TAS2R14 CHRM2 GAA CNTN4 UBB OAT IFT88 CASQ2 ALDH9A1 ROM1 ABLIM1 HCRT NDP TIMM10 CLCNKA OXTR CLCNKB CABP4 TIMM13 CD9 HRH3 REN TAS2R43 SCNN1G SCNN1B SCNN1A SCN5A GCHFR COL4A4 COL4A3 GUCA1A PLP1 KLK8 GNAO1 GUCA1C OLR1 NF1 MAL RCAN1 DBH PRPH2 VSX1 RDH12 RDH10 PNOC PDC TBL1X SCN4A SNTA1 SYT1 UTS2 ADORA3 AQP9 SYT5 PITPNA UTRN AQP5 AQP4 AQP7 AQP6 AQP1 AQP3 AQP2 ATP2B2 APOE CHRNA5 CHRNA4 CHRNA7 ERAP2 CHRNA6 EIF2B2 CHRNA1 EIF2B4 EIF2B5 CLNS1A CLRN1 C5AR1 STRN4 KRT12 UBR3 OR1D2 OR1D5 SAG COLQ TACSTD2 MYOF HTR7 HTR6 NPTN IQCB1 KCNMB3 ALDOA CLCN1 KCNMB4 CALY KEL RBP3 ELN DAG1 PXK GPR143 MYO9A RIMS1 KCNMB1 KCNMB2 ACE GAD2 EMD GAD1 HAP1 GNAT1 COL18A1 TRPC3 CRYZ HOMER1 SFRP5 TULP2 TULP1 CEL NPY ATP2A1 CHRNB4 CHRNB3 QPRT TMOD4 UTS2R CHRNB1 RIT2 ENG CRYM CLCN5 GRK1 GJA8 PPARD OR52A1 ACVRL1 TAS2R4 TAS2R5 MYO7A MYBPC3 TAS2R3 GJA1 TAS1R3 TAS1R1 KCNIP2 KCNJ12 KCNIP1 TAS1R2 GJA5 GJA3 CRYBB1 GPX1 FXN COL11A1 DNAJC19 CRYBB3 CRYBB2 KCNMA1 PCDHB9 RPGR GPR176 CCKBR PRG3 ZNF354A PCDHB5 PCDHB6 PCDHB3 PCDHB4 PCDHB2 CDS1 GRM1 STX1B SLIT2 SLC26A4 AMIGO1 GRM5 SLC26A3 GRM4 PROK2 GRM3 GRM2 SLC26A5 ADM GRM8 GRM7 NPPB CRYBA1 SGCA CRYBA4 NPPA CLDN16 RAB3A AVPR2 SHROOM4 OPN1LW COL3A1 HPRT1 GCGR GJC1 GCH1 BEST1 AGT ARR3 CHM CD24 NMU APBA1 DTNA DFNA5 NOS1 OPN1MW NLGN1 NPR1 BRS3 NPR2 GJB6 SOD1 GABARAP GJB2 YWHAG YWHAH GRIA2 MEOX2 CHML GRIA1 ATP6V0A4 OPN4 OCLM SEPT5 SLC22A18 SNCAIP SLC6A1 WFS1 SLC6A2 GABRB2 SLC6A4 CNP RPE65 CNGB1 VIPR1 TTN CNGB3 GDNF DMPK SCTR CRYGA CRYGD LPA DYSF NQO1 MYO6 CNGA3 TIMM8B CNGA1 TNNT2 PLCE1 CBLN1 TNNT1 AKAP5 CARTPT MYL6 SRI FXYD1 MYL5 GCLC MYL2 DIAPH1 ATP6V1B1 GCLM MYL9 PRR4 NOVA1 LPL NFE2 CPNE6 OMP HOXB2 WDR1 CORT SST COPA TACR2 RRH POU6F2 CYP11B2 CRX KCNQ5 KCNQ4 KCNQ3 POU4F3 KCNQ2 KCNQ1 TAAR5 NPFF RS1 EML2 EYA3 EYA4 ALDH7A1 EYA1 SMTN NRL GHRL AOC2 CPLX1 LUM NDUFB9 PPP1R12B AKAP9 TPM1 MYOT CALCA MTHFR NPTX1 SYN1 MYL6B SYN3 SYN2 MYBPH NFAT5 POU3F4 CNN1 HRC GLRB MPZ RGS16 ATXN3 KCNN1 SLC6A8 KCNN3 SLC6A5 ATXN7 CRH SLC5A7 CHRNA10
ACTIVATION_OF_PROTEIN_KINASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/ACTIVATION_OF_PROTEIN_KINASE_ACTIVITY TAB1 TRAF2 PARD3 ZAK EDN2 TNFSF15 STRADB MAP3K7 AZU1 MAP3K4 ANG TRAF7 TRAF6 PPAP2A IRAK1 CCDC88A TAOK2 PICK1 MALT1 CARD10 STRADA CHRM1 GADD45G CARTPT GADD45B MAP3K13 PRKD3 GAP43
REGULATION_OF_RAS_GTPASE_ACTIVITY http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_RAS_GTPASE_ACTIVITY FGD2 ALS2 FGD1 TSC1 RALBP1 NF1 ARHGAP27 ARAP1 FGD5 FGD6 FGD4
SENSORY_ORGAN_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/SENSORY_ORGAN_DEVELOPMENT SHROOM2 FOXL2 MAFB NF1 JAG2 RORB ZIC1 SOD1 TGFB2 THY1 DFNB31 BAX GAA CEP290
POSITIVE_REGULATION_OF_TRANSCRIPTION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_TRANSCRIPTION HNRNPAB MMS19 XRCC6 ARNT2 FOXO1 RORB FOXO3 MED21 TGFB1 CITED2 EPC1 SMARCD3 MDFIC FOXF1 SMARCD1 FOXF2 GATA4 SUPT5H KAT8 KAT6B KAT6A BCL10 MYO6 PCBD2 IL29 RXRA KDM5A MED12 ARID1A MED14 MED13 ARNTL ELL3 TRERF1 PPARGC1B HIF1A HNF4A MED17 TFAP2B SMARCA1 CRTC1 ELK1 AFAP1L2 FOXH1 PLAGL1 MAML3 TCF4 RUNX1 TCF3 ARHGEF10L ZNF423 UTF1 EPAS1 TAF8 MAML1 MAP2K3 CREBBP MAML2 ESRRG SMAD3 MSTN SMAD2 FOXP3 ATF6 ATF4 NUP62 DYRK1B SMARCC1 SMARCC2 NOTCH4 HIVEP3 BMP7 BMP6 ELF1 HNF1B ACVRL1 HNF1A RSF1 ELF4 SPI1 TP63 CTCF GLI2 CAMKK2 ZBTB38 GLI1 NAA16 PAX8 MKL2 ATF7IP EGR1 CCNH TP53 CDK7 HMGA1 PRPF6 NRIP1 SCAP ARHGEF11 GTF2H1 MED6 INHBA BPTF ZMIZ2 NCOA6 UBB NSD1 CLOCK ACVR1 MED1 GLIS3 GLIS2 GLIS1 NUFIP1 EHF TNFRSF1A NPAS2 RGMB MRPL12 SQSTM1 BCL3 SUPT4H1 ERCC3 NFATC2 FOXD3 ERCC2 IL4 TBX5 TRIM28 ILF3 CREB5 TP73 PSMG4 MNAT1 YWHAH ILF2 SP1 NAA15 YAF2 THRAP3 FOXE1 PHF5A IRF4 RBM14
UBIQUITIN_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/UBIQUITIN_CYCLE USP7 DZIP3 TSG101 UCHL1 RNF217 UBE2V1 UBQLN3 SAE1 UBE2V2 ANAPC11 MYLIP UBE3C STUB1 ERCC8 FBXW7 ISG15 WWP1 RNF11 TRAF7 TRAF6 UBE2D1 USP33 RNF14 VCPIP1 BCL10 RNF144B GTPBP4 VHL CBL UBE4B PCNP PRKCG PARK2 TRIM23 UBE2C ATG3 BRCA1 UBE2N UHRF2 HUWE1 TSC1 DDB2 RNF139 MDM2 CAND1 AMFR SMURF1 UBB
GLUCOSAMINE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/GLUCOSAMINE_METABOLIC_PROCESS UAP1 CHIA GNPDA1 CHST2 CHST4 CHST5 NAGK EXTL2 CHIT1 SLC35A3 LARGE CHST7 CHST6
CENTRAL_NERVOUS_SYSTEM_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/CENTRAL_NERVOUS_SYSTEM_DEVELOPMENT GRIK1 BTD ARNT2 SNCA ZIC1 MOG SHH ZIC2 WNT1 PROP1 CEP290 ROBO2 PDGFC UNC5C EIF2B2 EIF2B3 EIF2B4 EIF2B5 SH3GL3 MDGA1 MDGA2 SIX3 TBR1 PITPNM1 FOXG1 GPR56 SMARCA1 SH3GL2 SH3GL1 PNMA1 SNTG2 CDK5R1 ADORA2A SOX3 DSCAML1 PPT1 SOX8 TAGLN3 MYT2 HESX1 ECE2 B3GNT5 ATN1 LHX6 IL1RAPL2 NKX2-2 DMBX1 ADAM23 HPCAL4 JRKL CELSR1 NEUROG3 SERPINI1 NCKAP1 PCDH18 FOXP2 DLX2 S100B MYO16 ADAM22 POU6F1 POU6F2 PAX6 GLI2 PTEN MBP NDUFS4 RNF103 PCP4 NMUR2 SHC3 ALX1 EGR2 CNTN6 ALDH5A1 OTX2 ALK SLIT1 SLIT3 VCX3A BPTF NCOA6 CNTN4 GSTP1 CLN5 UTP3 SHROOM2 SHROOM4 UBE3A NNAT ZBTB16 ALDH3A2 NPAS1 NPAS2 NPTX1 DNER POU3F3 UGT8 PTS DCX DCLK1 PPP1R17 PTPRZ1 JARID2 NF1 RCAN1 AFF2 MAL PARK2 EIF2B1 PSPN ACCN1 RPS6KA6 RPS6KA3 MAP1S DRP2 PHGDH NHLH2 PBX1 PBX3 CTNS NHLH1 PBX4
REGULATION_OF_BINDING http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_BINDING RSF1 STK36 DPH3 PRDX3 TGFB1 BAK1 NOD2 NLRC3 CDKN2A PRMT8 ABRA BCL10 GTPBP4 RELA NFAM1 NLRP3 LDLRAP1 FLNA SIGIRR JMY UBE2N CARD11 PRKCQ ADRB2 EP300 NME1 EDF1 COMMD7 EDA ERC1 MAP3K13 TNF UBE2V1 EGLN1 PYDC1 ADRB3 SUMO1 BCL2 NPM1 PYCARD BCL3 PEX14 APEX1 CAMK2A MDFI CREBZF CEBPG EDA2R SMAD2 FOXP3 AKTIP ID2 ID1 BAX NARFL ID3 IKBKB TSSK4
RNA_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/RNA_CATABOLIC_PROCESS ZFP36 ABCE1 UPF2 RNASE2 SMG6 RNASE3 SMG5 HNRNPD PABPC4 SMG7 RNASE6 RNASEH1 SMG1 HSPA1B RNASEH2A ISG20 AUH GSPT1 PPP1R8 RNASET2 POP1 ERN2 XRN2
APOPTOSIS_GO http://www.broadinstitute.org/gsea/msigdb/cards/APOPTOSIS_GO CIAPIN1 BTK MAGED1 CUL3 CUL2 CUL5 AGTR2 MAP3K5 FAS DDAH2 CUL1 CRTAM YARS OPA1 BRAF CRYAA CRYAB ESPL1 BCL2L11 BCL2L10 NME5 MAPK1 NME2 SSTR3 NME3 IFNB1 NME1 F2 MAPK8 MYO18A UNC13B TNFRSF6B NFKBIA BCL2L2 PPT1 HSPA1B BCL2L1 PEA15 IFNA2 IL17A DIABLO PHB SPHK1 DUSP22 GAS2 VDAC1 FXR1 BFAR EI24 RTN4 HTATIP2 NUAK2 PDIA2 TP63 BNIP3 ZNF346 DAXX BNIPL MAGEH1 CLN3 AIFM3 AIFM2 CDK1 AIFM1 TP53 NDUFA13 JMY SERPINB9 INHBA BNIP1 BNIP2 RIPK1 IL12A SERPINB2 IL12B ALOX12 GPR65 PML RTKN PDE1B PTK2B PPP2CA PCSK9 RASA1 PHLDA2 IL4 IL3 IL6 IL7 KIAA1967 PLG TP73 NAE1 CDH13 GSK3B BNIP3L IL2 BARD1 ZAK GRIK2 TNFSF15 TNFSF14 TNFSF12 TNFSF18 TGFB1 CRADD TGFB2 NLRC4 CDKN2A CDKN2C TIA1 CDKN2D TDGF1 IL1B ZNF443 DAP API5 IL1A CIB1 BCL10 NUDT2 DFFA DFFB RELA CECR2 FADD IL24 HBXIP EP300 TNFAIP8 HSPB1 HMGB1 CCL2 ADORA2A ADAMTSL4 PRUNE2 DOCK1 AKT1S1 TRAF7 DYRK2 DDX41 ARHGDIA ANGPTL4 TRAF3 TRADD TNFSF10 HDAC3 CDKN1A CDKN1B VCP HDAC1 IKBKG ADRA1A HSPD1 ABL1 DNAJB6 E2F1 IER3 DEDD PRDX2 PAWR PAX3 CASP6 CASP3 CASP4 CASP9 RPS3A IAPP CLCF1 CASP7 PAX7 CASP8 RHOB NDUFS3 CASP2 NDUFS1 IP6K2 PPP2R1A CYCS IFI16 CDK5 LCK ERN1 ERN2 ACVR1 DPF2 DCC BCLAF1 ASNS TRAIP DPF1 IGF1R DAD1 CD2 HSPA9 COL4A3 CEBPG NF1 ANXA1 RAF1 BAD ANXA5 TNFSF9 ANXA4 TNFSF8 HSP90B1 CUL4A BAX APAF1 CGB CADM1 SNCA DNAJB13 ADORA1 BAK1 APOE TXNL1 SGPL1 CD3G PIM1 C16orf5 CD38 TMX1 KRT18 ALOX15B CD40LG TXNDC5 VEGFA LALBA SIVA1 CDK5R1 STK17B CD70 CHEK2 STK17A CALR CD74 PLAGL1 HIP1 BECN1 TP53BP2 LGALS1 SRA1 CIDEB CIDEA SMAD3 TPD52L1 TAX1BP1 NCKAP1 CIDEC SFRP5 NOTCH2 RNF7 SFRP1 NUP62 IKBIP PPARD BCAR1 LY86 FASTK NFKB1 PTEN BAG4 GPX1 TRIAP1 BAG1 TOP2A DEDD2 DHCR24 GZMA LGALS12 GZMB PROK2 GRM4 PSEN1 TNFRSF10D PSEN2 MAP3K10 AVEN SIAH1 SEMA4D GADD45B GADD45A BID YWHAZ ATG12 GULP1 SFN MIF BCL2 BCL3 BCL6 SPATA4 AATF CD27 CD28 TBX3 TBX5 BIRC6 BIRC5 XIAP SOD1 STAT1 BIRC3 IFT57 EEF1E1 BIK CD14 TSPO MAEA CBX4 TLR2 FOXO1 EIF5A FOXO3 PMAIP1 GDNF MRPS30 SMNDC1 CASP8AP2 TPT1 ACIN1 MX1 SOCS2 MADD SOCS3 BCL2A1 HRK STK4 AHR STK3 TIAL1 RIPK3 LUC7L3 ERC1 GCLC MCL1 FIS1 CSE1L ALB MTCH1 NPM1 GLO1 GML BMF RUNX3 SRGN CFLAR PTPN6 CARD8 HTT MALT1 WRN BRCA1 BBC3 CYFIP2 RHOT1 RHOT2 PDCD5 PDCD6 SST PDCD7 IFI6 DAP3 FASLG PDCD1 PDCD2 ACVR1C AKT1 ACVR1B BOK PCBP4 CXCR4 LTA PRKCA NOL3 INHA DAPK2 PRKCE NLRP3 NLRP2 NCR1 DAPK3 NLRP1 PROC DAPK1 TNFRSF9 BTG1 HIPK3 CFL1 SCIN GHRL FAIM3 NAIP MDM4 CTSB PPP1R15A GSTP1 ING4 PRKCZ TNF TNFRSF25 TNFRSF8 UTP11L ERCC5 MOAP1 SH3GLB1 PTH PYCARD TNFRSF18 ERCC3 SCG2 PIK3R2 ERCC2 PTPRC IL2RB FOXL2 DNM1L IL2RA UBE4B SAP30BP CASP10 TP53AIP1 SON MAP1S BRE MPO PPP1R13B IGFBP3 TIAF1 F2R
NEGATIVE_REGULATION_OF_PHOSPHATE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_PHOSPHATE_METABOLIC_PROCESS NF2 SOCS1 INHA INHBA CDKN1A CDKN1B CDKN2A CDKN2B CDKN2C CDKN2D NLRP12 PPP2R4 IGFBP3
NEGATIVE_REGULATION_OF_BIOSYNTHETIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NEGATIVE_REGULATION_OF_BIOSYNTHETIC_PROCESS IL10 PAIP2B SFTPD BCL3 IL6 PRG3 PAIP2 NDUFA13 INHA FOXP3 SOD1 FURIN BRCA1 SIGIRR INHBB INHBA EIF4A3 EIF2AK1 TSC1 GLA GCK GRM8 BACE2 NLRP12 GHRL ELANE GHSR PDZD3 APBB1 EIF2AK3
MAINTENANCE_OF_PROTEIN_LOCALIZATION http://www.broadinstitute.org/gsea/msigdb/cards/MAINTENANCE_OF_PROTEIN_LOCALIZATION MDFI TAF3 PDIA3 NFKBIE PDIA2 TOPORS MXI1 NFKBIL1 TONSL SUPT7L FAF1 TMSB4Y SRGN
CELLULAR_POLYSACCHARIDE_METABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_POLYSACCHARIDE_METABOLIC_PROCESS CSGALNACT2 CHIA ALG1 CSGALNACT1 EPM2A GYG2 CHIT1 B3GNT8 PYGM GCK GSK3B MGAM GAA GYS2 DYRK2 PYGB
DETECTION_OF_EXTERNAL_STIMULUS http://www.broadinstitute.org/gsea/msigdb/cards/DETECTION_OF_EXTERNAL_STIMULUS RP1 UNC119 TRPC3 PGLYRP1 NR2E3 OPN1SW ABCA4 CD1D SAG PITPNM1 PDE6B NOD2 NLRC4 NOD1 PGLYRP4 PGLYRP2 PGLYRP3 GRM6 PDC CACNA1F GRK1 RHO OPN4
CELLULAR_RESPONSE_TO_NUTRIENT_LEVELS http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_RESPONSE_TO_NUTRIENT_LEVELS SREBF1 CHMP1A CDKN2B NUAK2 ALB FADS1 TP53 PCSK9 CARTPT ASNS
NUCLEOCYTOPLASMIC_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/NUCLEOCYTOPLASMIC_TRANSPORT NCBP2 HTATIP2 XPO6 PDIA3 EIF5A TNFSF14 MXI1 GLI3 TGFB1 AKT1 RAE1 IPO5 ZFYVE9 DDX25 ANP32A RANBP2 NCKIPSD TPR KPNB1 KHDRBS1 NUP133 MCM3AP NUDT4 NOP58 NUPL2 NLRP3 FLNA DDX39A RPAIN NUP205 F2 KPNA6 KPNA5 KPNA4 NUP107 KPNA3 MYBBP1A KPNA2 KPNA1 NUP98 TNF NUP160 NFKBIE CDH1 STRADB CALR UHMK1 NUP214 CEP57 DDX19B DUSP16 NPM1 BCL3 BCL6 TNPO1 AGFG1 FYB MDFI UPF2 UPF1 SMG6 SMG5 SMG7 NF1 NXF5 SMG1 SMAD3 PPP1R10 MALT1 HNRNPA1 NFKBIL1 ATXN1 TONSL STRADA PPIH CBLB TSC1 GSK3B TRPS1 PTTG1IP NLRP12 FAF1 TRIP6 XPO7 RERE F2R BARD1
M_PHASE_OF_MITOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/M_PHASE_OF_MITOTIC_CELL_CYCLE KIF22 KIF25 NBN KNTC1 TTK PKMYT1 AURKA CDC16 TTN TGFB1 KIF2C TRIAP1 CDKN2B DDX11 PCBP4 DLGAP5 TARDBP PRMT5 TGFA CDCA5 CCNA2 ZW10 KIF11 ANAPC5 RAN KIF15 ANAPC4 RINT1 TPX2 NUSAP1 ESPL1 UBE2C DCTN3 DCTN2 CHMP1A MAD2L1 EREG ZWINT CLIP1 BUB1B AKAP8 CHFR MAD2L2 RAD17 NEK6 PPP5C PAM NEK2 PML ANLN CETN1 ANAPC10 ANAPC11 BRSK1 RCC1 PIN1 NUMA1 NCAPH NPM2 BUB1 PBRM1 CDK13 GML EGF CD28 SSSCA1 PDS5B CDC23 BIRC5 NDC80 CENPE CDC25C SUGT1 CDC27 SMC3 ATM CDC25B SMC4 MPHOSPH9 NOLC1 PLK1 EPGN MPHOSPH6 SMC1A CIT
POSITIVE_REGULATION_OF_CYTOKINE_PRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_CYTOKINE_PRODUCTION TRAF2 ATP6AP2 MALT1 AFAP1L2 SOD1 CALCA MAP3K7 CARD11 NOD2 EREG CD40LG IFNG IL12A IL12B TRAF6
SPERMATID_DIFFERENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/SPERMATID_DIFFERENTIATION CSNK2A2 NME5 H1FNT MAST2 SPAG6 CEP57 SYCP3 HSPA2 DDX25 TNP1 TSSK6
RESPONSE_TO_ORGANIC_SUBSTANCE http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_ORGANIC_SUBSTANCE ME1 AQP9 DUOX2 DUOX1 GLRX2 GOT2 APOA2 NDUFS4 DGKD BCL2 GYS2 CHRNA4 CHRNA7 EIF2B2 SUPT5H EIF2B3 EIF2B4 EIF2B5 RELA BRCA2 SOD1 EIF2B1 SELS ABCG1 CDH13 GCK ABAT CHRNB2 MAFA CLEC7A
RHO_PROTEIN_SIGNAL_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/RHO_PROTEIN_SIGNAL_TRANSDUCTION FGD2 ALS2 ARHGDIG FGD1 RTKN ARF6 ABCA1 ARHGAP4 ARHGAP5 APOA1 ROPN1B APOE ARHGAP1 APOC3 RAC1 RHOA ADRA2A RHOB ABRA ARAP1 RHOD ARAP3 FGD5 FGD6 RHOG ARHGDIA FGD4 ARHGDIB CNKSR1 ROCK1 LIMK1 RALBP1 ARHGAP27 ARHGAP29 TAX1BP3 CDH13 TSC1 CFL1
CHROMOSOME_CONDENSATION http://www.broadinstitute.org/gsea/msigdb/cards/CHROMOSOME_CONDENSATION PAM CHMP1A NCAPH AIFM2 DFFB NUSAP1 ACIN1 TOP2A CDCA5 SMC4
CELL_FATE_COMMITMENT http://www.broadinstitute.org/gsea/msigdb/cards/CELL_FATE_COMMITMENT POU6F2 JAG2 MYEF2 SMAD2 TRIM15 GLI2 SHH WNT1 NOTCH2 EYA2 NOTCH4 IFRD1 KLF4
RESPONSE_TO_HYPOXIA http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_HYPOXIA CLDN3 PDIA2 ARNT2 PML EGLN2 BNIP3 EGLN1 TGFB2 ALAS2 PLOD1 PLOD2 CXCR4 ANG CHRNA4 CHRNA7 CD24 MT3 EPAS1 NF1 CREBBP SMAD4 SMAD3 HSP90B1 EP300 HIF1A VEGFA NARFL CHRNB2
MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION http://www.broadinstitute.org/gsea/msigdb/cards/MICROTUBULE_POLYMERIZATION_OR_DEPOLYMERIZATION ARHGEF2 MAPT TPPP KATNB1 CLASP1 STMN1 MAPRE1 CLASP2 MID1IP1 CENPJ APC
REPRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/REPRODUCTION CGB VAPB CRHBP LHCGR DNAJB13 PTTG1 SHH WWP2 ADAM2 WWP1 OR7C1 GDF9 IZUMO1 EIF2B2 CCNA1 EIF2B4 EIF2B5 BYSL CRISP1 LIG3 SPAG1 BCL2L10 CLEC4M CRHR1 SPAG9 NME5 REC8 SPAG6 SPAG4 MST1R WFDC2 PNMA1 ACR DEAF1 PRLHR TFCP2L1 CHEK1 BCL2L2 FCGRT ADCYAP1 DUSP13 HTATSF1 HOXA10 SMAD3 COL16A1 UBP1 GGN CYP17A1 CLGN CDY2B CD209 SFRP4 TSGA10 GHSR LHB PPARD PZP CSH2 YBX2 LNPEP PARN AGPAT6 DYNLL1 SERPINA5 RPL39L TOP2A DNAJC19 CTBP1 CTBP2 ZP2 HIST1H1A PSG3 PSG1 MORC1 THEG VCX3A PROK2 HIST1H1T PSG9 MAST2 PSG8 VCX3B ADM OR2H2 EREG PSG7 PSG6 PSG5 CLIC5 PSG4 ADAM18 RUVBL1 EPYC OPRK1 GPR64 XKRY SPO11 DNALI1 CCT6B SPANXA1 SPAG11B AGT CSDE1 RQCD1 HSF2BP HSD17B3 SPATA4 DAZL BRD2 DAZ2 TBX3 IL8 TRIM27 TNP1 PTGFR SOD1 RPL29 MYCBPAP NLRP14 PTCH2 WNT7A HPGD TOB2 NR5A1 SLC22A16 GNPDA1 HMGCR IDE JAG2 EIF5A APOBEC3G BMP15 APOBEC3F ANKRD7 IDO1 PSG11 TGFB1 PRKACG CSNK2A2 MDFIC DDX25 RLN2 ITCH ENDOU SUN5 SEMG1 PICK1 NR0B1 HBXIP CDKL2 SPA17 PTHLH WBP2NL SYCP3 TCFL5 TESK1 TESK2 BPY2 AKAP3 XRN2 AKAP4 CCL3 CCL2 DERL1 RRAGA SYCP1 CCL4 DAZAP1 RPL10L OAZ3 SMARCB1 NPM2 TRO SPAM1 AXIN1 ADAM28 MAFF ABCB9 OVGP1 ADAM29 MEA1 TEAD3 RBMY1A1 PPIA ADAM20 ADAM21 VCX MTNR1A UBXN8 INSL3 INSL4 RSF1 SMCP PRKAG1 DEDD NR6A1 DEK MOV10L1 SCGB1A1 CXCR6 MKKS SOX15 SRD5A2 APLN TNIP1 KHDRBS3 FOXJ1 DMRT1 DMRT2 FSHR OR10J1 AMH TARBP2 NCOA4 CD81 GHRL IFT81 FSHB DMC1 PKDREJ H1FNT DNAH9 HS3ST6 HS3ST5 TSPY1 USP9Y USP9X OXTR TAC1 SPRR2G SPRR2F SPRR2E TAC3 CD9 CDYL SPRR2C HSPA2 CEP57 SPRR2D SPRR2A LEFTY2 SPRR2B CD4 PPAP2A PPAP2B AMHR2 FOXL2 FLT1 SOX30 MTL5 EDDM3A RACGAP1 CENPI PRLR MMP23B BAX CRH ACE2 PRM1 PRM2 CDY1 BMPR1B TSSK3 TSSK6 LIPE
CAMP_MEDIATED_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/CAMP_MEDIATED_SIGNALING MCHR1 ADORA3 ADCY7 WASF2 GABBR1 GABBR2 GHRHR EDNRA EDNRB NDUFS4 GALR1 GALR3 GALR2 CAP1 GLP2R PRKACB PTGER4 CRHR1 PTHLH GRM4 CRHR2 ADRB2 CHRM5 GRM3 GRM2 ADRB1 GRM8 CHRM2 GHRH CCR3 GRM7 GIPR CCR2 GNAS GLP1R CALCR ACR AVPR2 DRD1 GNAI3 GNAI2 ADORA2B DRD2 NPY2R DRD5 OPRK1 FPR1 GCGR GPR3 ADCYAP1 CALCA ADRB3 ADRA2A CAP2 OPRL1 NF1 NPY1R P2RY11 RGS1 LTB4R2 ADRA1B MC4R GRK5 CORT ADRA1D
REGULATION_OF_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_PROLIFERATION RARRES3 RARRES1 AIF1 PGF BTC EDN1 MXI1 SSR1 MAGED1 CUL3 CD47 CUL2 CUL5 HTR1A CDCA7 DDX11 CHRNA7 CUL1 GTPBP4 CAPNS1 CGRRF1 CD3E TBRG4 MARK4 VEGFB SSTR4 SSTR5 SSTR2 SIRPG NME2 SSTR3 ADAMTS8 SSTR1 ALOX15B NME1 CD33 TBRG1 VEGFA MNT ATPIF1 ADAMTS1 LAMC1 TGFB1I1 MST1R EIF2AK2 MCTS1 ENPP7 ERBB2 CHEK1 LIF AGGF1 BAI1 CDC123 LAMB1 COL18A1 KLF10 TGFBR1 KLF11 TGFBR2 SPHK1 S100A11 GAS8 SLAMF1 RERG LAMA1 NOTCH2 NUP62 ETS1 HGS UTP20 PRKRIR KLF4 OPRM1 DLEC1 ACVRL1 FGF7 NRP1 NAP1L1 PTEN GLI1 FLT3LG BNIPL GPX1 CGREF1 TNFRSF11A IL4 CCL3L3 TGFA MYC SERTAD1 FGF4 CDC7 CDC6 ARHGEF2 CTBP1 RBBP4 CTBP2 LYN CCKBR CD164 MXD4 CIAO1 NCK2 EREG NCK1 IL12B ALOX12 CSF3 CXCL1 TBC1D8 CXCL5 PRTN3 CSF1 ABI1 NAMPT CCL23 PTK2B SPEG CD24 QSOX1 CD28 IL3 IL6 PDS5B TBX3 IL8 IL7 TBX2 HCLS1 TBX5 IL9 IGF1 CDKN3 PLG CLEC11A CAPN1 CDH13 CCL14 EPGN EEF1E1 BNC1 TOB2 TOB1 LRP5 IL2 FGF18 CNOT8 PDGFA IL18 JAG2 TNFSF15 TTK FGF10 TNFSF13 IL15 TNFSF12 FOXO4 VIPR1 RBFOX2 CXCL10 IL11 TGFB2 IL31RA CDKN2A CDKN2B CDKN2C CDKN2D TDGF1 IL1B S1PR3 GLP2R S1PR2 ODZ1 EBI3 IL1A GNL3 MATK EGFR IL29 IL27 IL21 PTHLH TCFL5 TIMELESS FGFR1OP EMP3 DERL2 EID2 LST1 IFITM1 BMPR2 TIPIN UMOD SESN1 FTH1 TIMP1 IL12RB2 IL12RB1 REG1A NPM1 PRKRA ADRA2A SFTPD AIMP1 GML B4GALT7 RUNX3 DNAJA2 TP53I11 GNRH1 CD276 BRCA2 FOXP3 BRCA1 CDKN1C CDKN1A TSC1 FABP3 MYO16 ADRA1A GLMN FABP7 LDOC1 SST ADRA1D FABP6 BMI1 IGFBP7 IGFBP6 BAP1 PAWR WARS NDUFS4 ANG CDK10 DLG5 FOSL1 RHOG CCDC88A EGR4 CDK6 INHA CDK4 NOP2 CDK2 MFN2 SPDYA OSM HOXC10 TNFRSF9 PPM1D CD86 BTG2 TNFSF13B BTG1 CHRM1 BTG4 CD81 BTG3 SCIN GHRL MDM2 DHPS MDM4 TSHR TM4SF4 ICOSLG VIP ING5 FRK ING4 NDN CTF1 TNFRSF8 DEC1 POU1F1 IGF1R TSPAN31 PTN POU3F2 CDK13 KRT4 GPNMB FIGF FGFBP1 ING1 APC SCG2 TCIRG1 STAMBP NOX4 PTPRC COL4A3 FLT1 TNFSF4 PDF NF2 FLT3 VHL FLT4 NF1 CDC25B CXCR2 CUL4A ATP8A2 KAT2B ELANE CHRNA10
NITROGEN_COMPOUND_CATABOLIC_PROCESS http://www.broadinstitute.org/gsea/msigdb/cards/NITROGEN_COMPOUND_CATABOLIC_PROCESS BCKDK GLUD1 AMT ASL IDO1 GLDC FAH GOT2 MCCC2 ARG1 ASPA GAD2 GOT1 GCSH ALDH4A1 ASRGL1 GSTZ1 DDAH2 DDAH1 GAD1 HPD BCKDHA BCKDHB HGD DDO TST COLQ DHPS MPST
REGULATION_OF_I_KAPPAB_KINASE_NF_KAPPAB_CASCADE http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_I_KAPPAB_KINASE_NF_KAPPAB_CASCADE RPL17 SLC44A2 VAPA SLC20A1 TBK1 TSPAN6 GJA1 FASLG MUL1 TLR6 SHISA5 CANT1 NOD2 MYD88 TMEM9B NOD1 MIER1 HMOX1 CASP8 TICAM1 TICAM2 RHOA RHOC TMEM101 BUD31 CASP1 GPR89A RHOH BCL10 LTBR BST2 GOLT1B RELA FADD CD40 WLS ECT2 FLNA UBE2N TRIM38 ZDHHC17 TNFRSF10B ATP2C1 VOPP1 ZDHHC13 MIB2 RIPK1 RIPK2 TNFAIP3 EEF1D NEK6 PPP5C MAVS LITAF PPM1A TRIM13 TFG UBE2V1 FKBP1A CXXC5 TAB2 TNFRSF1A TMED4 REL MAP3K3 SQSTM1 SLC35B2 PLEKHG5 OTUD7B CC2D1A TRAF6 TRAF5 SECTM1 CFLAR CARD8 CARD9 LGALS1 NDFIP1 NDFIP2 MALT1 ECM1 BIRC2 LGALS9 TRADD TRAF3IP2 APOL3 IKBKE TNFSF10 NUP62 PLK2 NLRP12 HTR2B F2R
RESPONSE_TO_DRUG http://www.broadinstitute.org/gsea/msigdb/cards/RESPONSE_TO_DRUG NAT8 SLC22A18 CTPS ABCB1 ABCA2 SOD1 ABCA3 GCLM ABCB4 ABCG2 TOP1 LCK SEMA3C SCN11A ABCC1 CSAG2 RAB6C LIPE PAPD7 ABCC6 BCAR3 MVP
POSITIVE_REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/POSITIVE_REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION IL3 IL5 IL29 LYN HCLS1 IL31RA IL20 CD80 CLCF1 TDGF1 CD81 IL12A TNK2
ECTODERM_DEVELOPMENT http://www.broadinstitute.org/gsea/msigdb/cards/ECTODERM_DEVELOPMENT ASPRV1 PPARD FGF7 BTD S100A7 CRABP2 FST SPINK5 CDSN GLI1 TGFB2 PLOD1 CTGF ALOX12B KRT85 KRT83 DHCR24 STS STX2 FLOT2 UGCG FOXN1 KRT13 KRT10 VAX2 PROX1 WAS SCEL IL20 PTHLH NME2 EVPL KRTAP5-9 KRT17 ATP2C1 KRT16 KRT15 KRT14 DSP TFAP2A LAMC2 COL1A1 EDA EMP1 KRT6A KRT6B RBP2 HOXB13 ALDH3A2 DCT KRT9 LAMB3 COL17A1 COL7A1 KRT5 POU2F3 KRT1 KRT2 TGM3 CALML5 TGM5 ERCC3 ERCC2 ZBTB7B KLK7 KLK5 KRT31 GJB5 KRT34 COL5A2 KRT32 LAMA3 ATP2A2 SPRR1A CASP14 SPRR1B BNC1 SMURF1 PTCH2 FABP5
LEUKOCYTE_MIGRATION http://www.broadinstitute.org/gsea/msigdb/cards/LEUKOCYTE_MIGRATION IL8 PF4 ITGB2 CX3CL1 IL10 TGFB2 CXCR2 DOCK2 MIA3 SAA1 CD34 CKLF SFTPD AIMP1 SCG2 SYK
REGULATION_OF_ENDOTHELIAL_CELL_PROLIFERATION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_ENDOTHELIAL_CELL_PROLIFERATION CDH13 AGGF1 ANG NF1 TNFSF15 GHRL AIMP1 ATPIF1 TNFSF12 SCG2
REGULATION_OF_MEMBRANE_POTENTIAL http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_MEMBRANE_POTENTIAL KCNMB3 KCNMB4 AIFM3 GLRA1 BNIP3 BCL2L1 SOD1 KCNMB2 BAK1 BCL2 BAX CHRNA1 NDUFS1 IFI6 GRK1
REGULATION_OF_CELL_GROWTH http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_CELL_GROWTH DLC1 DCBLD2 BMP10 DERL2 BCAR1 PML OSGIN1 CDHR2 PPT1 TGFB1 TGFB2 ACVR1B TSPYL2 CDKN2A FAM107A CDKN2C CDK11A CDKN2D PRSS2 CDK11B SERTAD3 CDA BCL6 NDUFS3 ENO1 IP6K2 SERTAD2 NOL8 SPHK1 TP53 SMAD4 NDUFA13 SMAD3 RB1 CAPRIN2 RERG INHBA PPP1R9B PLCE1 CDKN1A CDKN1B CDKN2AIP APBB2 APBB1 ALOX12 IL2
REGULATION_OF_VIRAL_REPRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/REGULATION_OF_VIRAL_REPRODUCTION TARBP2 CCL3 HS3ST5 RSF1 IL8 PPIA MDFIC VAPB APOBEC3G TOP2A APOBEC3F TNIP1
G1_S_TRANSITION_OF_MITOTIC_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/G1_S_TRANSITION_OF_MITOTIC_CELL_CYCLE BCAT1 PPP6C DBF4 RCC1 LATS2 CUL3 ACVR1B CUL2 CUL5 CDKN2A CDKN2C CDKN2D GFI1 CDCA5 CUL1 CDC7 POLE SKP2 CDKN3 CDK4 SPDYA INHBA CDKN1A CDKN1B GSPT1 CUL4A ACVR1
CASPASE_ACTIVATION http://www.broadinstitute.org/gsea/msigdb/cards/CASPASE_ACTIVATION TNFSF15 PMAIP1 MOAP1 NLRC4 CDKN2A CASP8AP2 CASP9 MTCH1 DIABLO HIP1 COL4A3 AIFM3 CYCS TP53 SMAD3 STAT1 BCL2L10 VCP IFNB1 BBC3 BAX IFT57 F2 LCK APAF1 F2R
CELLULAR_RESPIRATION http://www.broadinstitute.org/gsea/msigdb/cards/CELLULAR_RESPIRATION UQCRC2 OXA1L ME3 UQCRC1 ACO2 CYCS PPARGC1A PDHB SDHA SDHB SLC25A14 NDUFS4 NNT UQCRH SDHC SDHD SURF1 NDUFS1 UQCRB
INDUCTION_OF_APOPTOSIS_BY_INTRACELLULAR_SIGNALS http://www.broadinstitute.org/gsea/msigdb/cards/INDUCTION_OF_APOPTOSIS_BY_INTRACELLULAR_SIGNALS AIFM1 TP53 LGALS12 CIDEB PML CIDEA IFI16 SFN CHEK2 BRCA1 TP73 C16orf5 CUL3 CUL2 CUL5 CDKN1A RNF7 CUL4A PCBP4 BAX BCL3 DYRK2 ABL1 CUL1