id name SIZE ES NES NOM p-val FDR q-val Genes KEGG_SPLICEOSOME http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_SPLICEOSOME 66 -0.57834435 -2.18807 0 0 EFTUD2;LSM5;SF3A1;HNRNPA1L2;SF3B2;PRPF19;SNRNP27;HNRNPA3;LSM6;USP39;DDX42;NCBP1;SF3B1;MAGOH;CDC40;SF3B3;SRSF9;ACIN1;TXNL4A;TCERG1;U2AF2;RBM17;PRPF38B;THOC1;PLRG1;CCDC12;MAGOHB;HSPA8;LSM7;CHERP;NAA38;PQBP1;RBMX;LSM4;EIF4A3;SF3A3;DDX46;RBM25;PRPF40A;THOC3;NHP2L1;PRPF40B;LSM2;SRSF8;SF3A2;SMNDC1;BCAS2;NCBP2;PRPF8;LOC120364;THOC4;DDX39B;CWC15;DDX23;PRPF18;CDC5L;SF3B5;SNRNP40;PRPF31;SNW1;DHX15;WBP11;HNRNPU;CTNNBL1;HNRNPK;TRA2A;SNRNP200;HSPA1L;HSPA1B;RBM22;HSPA2;HSPA1A;ZMAT2;PRPF6;DHX16;U2AF1;PRPF38A;HNRNPC;DDX5;DHX8;HSPA6;DHX38;ISY1;XAB2;SNRPG;SNRPE;SNRPF;SNRPD2;SNRPD3;SART1;SYF2;CRNKL1;U2SURP;HNRNPA1;PRPF3;AQR;PRPF4;LSM3;SF3B4;PPIH;LOC653884;SLU7;BUD31;PHF5A;SRSF10;SRSF6;SNRPA;RBM8A;SRSF7;SNRPA1;HNRNPM;SNRPB;TRA2B;SNRPB2;PUF60;SRSF5;SNRNP70;PCBP1;PPIL1;SF3B14;SRSF4;SRSF3;SNRPD1;THOC2;SNRPC;PPIE;SRSF2;SRSF1 KEGG_PROTEASOME http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PROTEASOME 40 -0.62067026 -2.1456716 0 0 LOC652826;PSMD11;PSMD12;PSMC1P4;PSMD13;PSMB11;PSMA1;PSMD4;POMP;PSMD6;PSMD7;PSMA5;PSMD8;PSMA4;PSMA3;PSMA2;PSMF1;IFNG;PSME4;PSME3;LOC100132108;PSMB10;PSMB9;PSMD2;PSMD3;PSMC6;PSMD1;PSMC4;PSMB3;PSMC5;PSMD14;PSMB2;PSME1;PSMC3;PSMB5;PSME2;PSMB4;SHFM1;PSMC1;PSMB7;PSMC2;PSMB6;PSMB8;PSMA6;PSMA7;PSMB1;PSMA8;PSMA6P4 KEGG_BASE_EXCISION_REPAIR http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_BASE_EXCISION_REPAIR 26 -0.67564154 -2.1104174 0 2.49E-04 NEIL2;MPG;SMUG1;XRCC1;POLE4;HMGB1;POLE3;POLD4;MBD4;OGG1;UNG;POLD3;PCNA;NEIL1;POLE2;PARP4;PARP3;PARP2;POLB;APEX1;POLL;POLD1;POLD2;POLE;NEIL3;TDG;APEX2;LIG3;HMGB1P1;NTHL1;HMGB1P40;FEN1;LIG1;MUTYH;PARP1 KEGG_PRIMARY_IMMUNODEFICIENCY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PRIMARY_IMMUNODEFICIENCY 28 -0.6586136 -2.0890183 0 3.55E-04 ZAP70;CD4;TNFRSF13C;IKBKG;IL2RG;RFXAP;TAP2;RFX5;CD8A;CD8B;TAP1;ICOS;UNG;IL7R;ADA;CD40LG;CD40;AICDA;BTK;BLNK;CD19;RAG2;RAG1;CD3D;CD3E;RFXANK;AIRE;CD79A;TNFRSF13B;JAK3;IGLL1;CIITA;LCK;PTPRC;DCLRE1C KEGG_DNA_REPLICATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_DNA_REPLICATION 29 -0.5969822 -1.9280849 0 0.002718913 DNA2;POLE4;POLE3;PRIM1;PRIM2;POLD4;RFC4;RFC5;RPA1;POLA1;RPA3;POLD3;RNASEH2B;RPA2;PCNA;RPA4;RNASEH1;RNASEH2C;MCM4;POLE2;MCM3;MCM6;MCM5;POLA2;MCM7;POLD1;POLD2;RNASEH2A;POLE;RFC1;RFC3;RFC2;MCM2;FEN1;LIG1;SSBP1 KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS 79 -0.48773962 -1.8937994 0 0.004389185 CD80;CD86;HIST3H2BB;CD28;H2AFY;H3.X;HIST1H2AA;HIST1H2AD;HIST3H2A;HIST1H2AE;FCGR1A;HIST2H2AB;HIST2H3C;HIST2H2AA4;C9;CTSG;H3.Y;HIST1H4I;FCGR3B;FCGR2A;C8A;HIST3H3;C7;FCGR3A;C8G;FCGR2B;C8B;HLA-DRB4;HLA-DRB5;HLA-DRB3;C6;C5;ELANE;HIST4H4;C4B;C4A;HIST2H4B;HLA-DPA1;H2AFB3;HLA-DPB1;HLA-DQA1;HLA-DQA2;HLA-DQB1;HIST2H4A;HIST1H2BB;H2AFX;H2AFZ;HIST1H2BD;C2;H3F3B;C1S;C3;C1QB;HIST1H2AH;C1QA;H3F3A;C1R;C1QC;HIST1H2BK;ACTN2;HLA-DRB1;ACTN3;HLA-DRA;HIST1H2AG;HLA-DOA;HLA-DOB;HIST1H3F;TNF;HIST1H4D;FCGR2C;HIST1H4K;H2AFY2;HIST1H4F;H2AFV;HIST1H4C;HIST1H4J;HIST1H4B;HLA-DMB;HIST1H4H;HLA-DMA;ACTN4;HIST1H4L;HIST1H2BJ;ACTN1;HIST1H4E;HIST1H4G;H2BFWT;HIST2H2BE;GRIN2A;GRIN2B;TROVE2;TRIM21;HIST1H3D;HIST1H3A;HIST2H2BF;HIST1H3G;HIST1H3I;HIST1H3E;HIST1H3C;HIST1H4A;IL10;HIST1H3B;SSB;HIST1H3H;HIST2H3A;HIST1H3J;H2BFM;H2AFB1;H3F3C;HIST2H2AC;HIST1H2BG;H2AFB2;H2AFJ;SNRPD3;HIST1H2APS6;IFNG;HIST1H2BL;HIST1H2BI;HIST1H2BH;HIST1H2BO;HIST1H2BC;HIST1H2BM;HIST1H2BN;HIST1H2BE;HIST1H2BF;CD40LG;CD40;SNRPB;HIST1H2AI;HIST2H3D;HIST2H2AA3;HIST1H2AM;SNRPD1;HIST1H2AB;LOC644950;HIST1H2AC;HIST1H2AL;HIST1H2AJ;HIST1H2BA;HIST1H2AK KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION 64 -0.47067526 -1.7696002 0 0.02004495 HLA-DOA;HLA-DOB;KLRC3;KLRD1;KLRC1;KLRC2;RFXAP;RFX5;IFNA5;IFNA4;IFNA2;IFNA1;LGMN;PSME3;CTSS;HLA-C;HLA-B;HLA-DMB;HLA-DMA;HLA-A;HSPA1L;HSPA1B;HSPA2;KIR2DS5;HLA-G;KIR3DL1;KIR3DL2;HSPA1A;RFXANK;CREB1;IFNA17;HSPA5;CD74;HSPA4;IFNA21;CTSL1;IFNA6;IFI30;IFNA7;IFNA8;IFNA10;IFNA13;CIITA;IFNA14;IFNA16;KIR2DL5A;HSPA6;HLA-DRB4;CD4;KIR2DL1;HLA-DRB5;LTA;KIR3DL3;HLA-DRB3;TAP2;KIR2DS4;TAPBP;CD8A;CD8B;TAP1;KIR2DS3;HSPA8;KIR2DL4;CANX;KIR2DS1;KIR2DL2;KIR2DL3;KLRC4;LOC652614;NFYC;HSP90AA1;NFYA;NFYB;HLA-F;CTSB;HLA-E;CALR;HLA-DPA1;HLA-DPB1;HLA-DQA1;PDIA3;HLA-DQA2;HLA-DQB1;PSME1;PSME2;HSP90AB1;B2M;HLA-DRB1;HLA-DRA KEGG_MISMATCH_REPAIR http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_MISMATCH_REPAIR 22 -0.5896359 -1.7464792 0.010043042 0.023519192 MLH3;POLD1;MLH1;POLD2;RFC1;MSH2;RFC3;RFC2;MSH3;POLD4;PMS2;RFC4;LIG1;RFC5;RPA1;MSH6;RPA3;POLD3;RPA2;PCNA;SSBP1;RPA4;EXO1 KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY 64 -0.45250064 -1.703867 0.00122399 0.033356827 JUN;SOS2;CHUK;RAF1;PRKCB;MALT1;CARD11;PPP3R2;PPP3CC;PPP3R1;PTPN6;INPP5D;DAPP1;RAC2;MAP2K2;RAC3;CD19;MAP2K1;VAV1;CD22;CD72;IKBKB;CD79A;AKT1;CD81;CR2;AKT2;CD79B;VAV2;AKT3;NRAS;CHP2;GRB2;RASGRP3;NFAT5;MAPK3;NFKB1;NFKBIB;RAC1;NFKBIA;SOS1;FCGR2B;NFKBIE;MAPK1;PIK3R5;IKBKG;HRAS;IFITM1;NFATC4;RELA;NFATC3;GSK3B;KRAS;SYK;BTK;PIK3R3;BLNK;PIK3AP1;PPP3CB;PPP3CA;LILRB3;PIK3CA;PIK3CB;PIK3CD;PLCG2;BCL10;NFATC2;FOS;NFATC1;PIK3CG;LYN;VAV3;PIK3R1;PIK3R2;CHP KEGG_NUCLEOTIDE_EXCISION_REPAIR http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_NUCLEOTIDE_EXCISION_REPAIR 40 -0.4869615 -1.6689609 0.007863696 0.043268964 MNAT1;POLE4;ERCC4;POLE3;ERCC3;ERCC6;ERCC5;GTF2H5;POLD4;ERCC2;RFC4;CETN2;RFC5;RPA1;RAD23B;RBX1;DDB2;RPA3;POLD3;RPA2;RAD23A;PCNA;RPA4;DDB1;POLE2;ERCC1;POLD1;POLD2;POLE;RFC1;RFC3;RFC2;XPC;XPA;GTF2H2;GTF2H1;CDK7;LIG1;CUL4A;CUL4B;ERCC8;CCNH;GTF2H4;GTF2H3 KEGG_AMINOACYL_TRNA_BIOSYNTHESIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_AMINOACYL_TRNA_BIOSYNTHESIS 17 -0.58212507 -1.653559 0.014492754 0.045643885 CARS2;DARS2;RARS;SARS;VARS2;YARS2;WARS;AARS;FARSA;HARS;SARS2;RARS2;NARS;LARS2;FARSB;AARS2;YARS;NARS2;GARS;IARS2;KARS;WARS2;TARSL2;LARS;VARS;PARS2;MARS2;CARS;IARS;TARS2;SEPSECS;MTFMT;TARS;DARS;HARS2;PSTK;QARS;EARS2;EPRS;FARS2;MARS KEGG_PARKINSONS_DISEASE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PARKINSONS_DISEASE 81 -0.41807827 -1.624461 0 0.05749745 UQCR10;NDUFA5;NDUFA4;COX6CP3;UBE2L6;NDUFS7;CYTB;COX2;ATP5O;COX1;COX8C;COX3;LOC729317;COX5B;COX4I1;ATP6;UCHL1;ATP8;ATP5H;NDUFA2;NDUFA3;NDUFA1;LOC100133737;SNCAIP;APAF1;SEPT5;UBE2G2;UBE2G1;ATP5G1P5;VDAC1;VDAC2;VDAC3;UBE2J2;UQCRQ;ATP5D;UBE2L3;COX7A2L;ATP5G3;ATP5G2;ATP5G1;ATP5F1;ATP5E;COX5A;UBA7;UBA1;SLC25A6;UQCRHL;SLC25A5;ATP5A1;SLC25A4;ATP5J;CYCS;SDHA;SLC18A1;SLC18A2;NDUFA4L2;TH;SLC25A31;CASP9;COX8A;COX7C;LOC642502;PPID;SDHD;SDHB;SDHC;PINK1;COX7B;COX7A1;COX7A2;COX6C;UBE2J1;ATP5B;COX6B1;ATP5C1;LOC644310;UBB;COX7B2;PARK2;CASP3;UQCRB;COX6A2;COX6A1;UQCRH;UQCRFS1;UQCRC2;UQCRC1;NDUFB3;NDUFB1;NDUFB2;NDUFA10;NDUFAB1;ND6;NDUFA9;ND5;NDUFA7;NDUFA8;UQCR11;HTRA2;NDUFA6;NDUFV3;ND4;ND4L;LOC727947;ND2;COX6B2;ND3;COX4I2;ND1;SNCA;NDUFB10;NDUFS8;NDUFC1;NDUFC2;NDUFS1;NDUFV2;NDUFB6;NDUFS4;NDUFB7;NDUFV1;NDUFB8;NDUFS6;NDUFB9;NDUFS5;NDUFS2;NDUFB4;NDUFS3;NDUFB5;PARK7;CYC1;GPR37;SLC6A3;LRRK2 KEGG_CELL_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CELL_CYCLE 99 -0.4038684 -1.6168619 0.001162791 0.05693011 CDC16;CDC7;CDC45;GADD45B;DBF4;ANAPC1;CREBBP;MDM2;ABL1;SMC1B;LOC728622;GADD45G;ATM;ATR;ANAPC7;RBL2;ANAPC5;RBL1;MYC;CDC14B;SMC1A;CDC14A;LOC731751;SKP1;TGFB2;TGFB1;GADD45A;STAG1;LOC650621;PLK1;RBX1;STAG2;TGFB3;MCM4;ORC6;CCND1;MAD1L1;MCM3;MCM6;MCM5;YWHAB;CCNA2;MCM7;BUB1;CHEK1;WEE2;MCM2;PTTG1;CDC27;CDC25B;CDC25C;LOC651610;CDC25A;CDC6;CDC20;BUB3;YWHAZ;CCND2;YWHAH;CCNB1;YWHAG;YWHAE;CCNE1;ORC3;CCND3;PTTG2;SFN;E2F1;TFDP1;ZBTB17;CDK1;ESPL1;ANAPC10;RAD21;BUB1B;ANAPC11;RB1;SKP2;CUL1;SMAD3;SMAD4;ANAPC2;TFDP2;PRKDC;MAD2L1;ANAPC4;SMAD2;YWHAQ;CHEK2;CDC23;EP300;GSK3B;CDKN2A;CDKN1C;CDKN1B;CDKN1A;CDKN2D;CCNA1;CDKN2B;CDKN2C;FZR1;SMC3;ANAPC13;PCNA;TTK;PKMYT1;CDK2;CDC26;E2F5;CDK4;WEE1;E2F4;E2F3;TP53;E2F2;ORC1;ORC2;CCNE2;CDK6;ORC4;CCNB2;CDK7;MAD2L2;ORC5;HDAC1;HDAC2;CCNH;CCNB3 KEGG_PYRIMIDINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PYRIMIDINE_METABOLISM 62 -0.4257492 -1.5799178 0.008739077 0.07651005 NT5C2;POLR2G;POLR2H;POLR2E;POLR2F;POLR2I;POLR2J;POLE3;TYMS;TXNRD1;NME6;POLR1D;PNPT1;POLR2K;DHODH;POLD3;POLR2L;NME1-NME2;POLA2;UPRT;CANT1;NME4;NME1;NME2;NME3;POLR3C;POLR3G;POLR3F;NUDT2;PRIM1;PRIM2;NME5;POLD4;DTYMK;CTPS;POLA1;ENTPD8;POLE2;POLD1;POLD2;POLE;CAD;CMPK2;POLR1E;NT5C1A;POLR3A;DCTD;POLR2B;POLR2A;DCK;POLR2D;POLR2C;UCK1;UPB1;TXNRD2;CMPK1;POLR3K;RRM2B;PNP;POLR1B;UPP2;CTPS2;POLR2J2;CDA;NT5M;DUT;POLR3H;UCKL1;POLR2J3;POLR1A;POLR3B;ENTPD4;ITPA;POLR1C;POLE4;RRM1;RRM2;POLR3D;NT5C3;DPYS;DPYD;TYMP;UMPS;UCK2;POLR3GL;TK1;NT5E;TK2;UPP1;ENTPD6;ENTPD5;ENTPD3;ENTPD1;NT5C1B;NT5C;NME7;AK3;ZNRD1 KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS 85 -0.38645267 -1.5155399 0.012077294 0.12972322 CDC16;KLHL13;PIAS3;UBA6;UBE2L6;BIRC3;HERC1;XIAP;PML;HERC2;PRPF19;ANAPC1;UBE2S;UBE2O;UBE2M;UBE2Q2;MAP3K1;UBE4A;BRCA1;MDM2;UBE2K;UBE2D4;UBOX5;KLHL9;UBR5;UBE3A;UBE2R2;RFWD2;TRIM37;FBXW8;UBE2E3;LOC652671;LOC728622;ANAPC7;ANAPC5;UBE2QL1;PIAS1;SMURF1;STUB1;UBE2G2;BTRC;UBE2G1;UBE2I;SOCS1;UBE2H;UBE2J2;SKP1;TRAF6;FBXW11;UBE2L3;NHLRC1;UBE2N;UBE4B;MGRN1;LOC650621;RBX1;DDB2;NEDD4L;SOCS3;SIAH1;DDB1;DET1;RNF7;BIRC2;UBE2U;UBE2Z;UBA7;VHL;UBA1;UBE2NL;PIAS4;AIRE;FBXO4;CBLC;UBE2A;CDC27;HUWE1;UBE2B;CDC34;UBE2D1;UBA3;UBE2E1;UBE2E2;UBE2D2;CDC20;UBE2D3;ITCH;UBE2Q1;ANAPC10;RCHY1;UBE2W;WWP1;PPIL2;TCEB1;UBE3C;UBE2J1;ANAPC11;TCEB2;SAE1;UBA2;RHOBTB2;CUL5;KEAP1;SYVN1;PARK2;SKP2;PIAS2;CUL7;CUL1;FBXW7;CUL2;CUL3;UBE3B;CUL4A;CUL4B;ANAPC2;FANCL;ANAPC4;SMURF2;CDC23;CBLB;CBL;LOC652346;NEDD4;TRIM32;FZR1;TRIP12;UBE2F;ANAPC13;FBXO2;HERC4;WWP2;UBE2C;CDC26;HERC3;BIRC6;ERCC8;MID1 KEGG_BASAL_TRANSCRIPTION_FACTORS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_BASAL_TRANSCRIPTION_FACTORS 28 -0.46925035 -1.4841001 0.03814714 0.15808672 TBPL2;TAF1L;TAF2;TAF4;TAF7L;TAF1;TAF9B;GTF2A1L;STON1;TBP;GTF2A1;GTF2B;GTF2A2;TAF11;TAF12;TAF5L;TAF13;GTF2IRD1;TAF9;TAF10;GTF2H2;LOC391764;TAF7;GTF2H1;TAF6L;GTF2F2;GTF2F1;GTF2E2;TAF4B;TAF6;GTF2E1;TAF5;GTF2I;GTF2H4;TBPL1;GTF2H3 KEGG_GRAFT_VERSUS_HOST_DISEASE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GRAFT_VERSUS_HOST_DISEASE 29 -0.46009916 -1.4765337 0.03443526 0.15906414 HLA-DRB4;KIR2DL1;HLA-DRB5;HLA-DOA;HLA-DOB;HLA-DRB3;CD80;CD86;KLRD1;KLRC1;CD28;TNF;KIR2DL2;KIR2DL3;IFNG;LOC652614;HLA-C;HLA-B;HLA-DMB;IL1B;HLA-DMA;HLA-F;HLA-E;HLA-A;IL2;HLA-DPA1;HLA-DPB1;HLA-DQA1;HLA-G;KIR3DL1;HLA-DQA2;KIR3DL2;HLA-DQB1;IL1A;PRF1;FAS;FASLG;GZMB;KIR2DL5A;IL6;HLA-DRB1;HLA-DRA KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT 22 -0.48978874 -1.4688561 0.054363377 0.16091135 STX12;STX2;VAMP5;GOSR2;SNAP29;STX7;STX6;STX1A;STX11;STX16;VAMP1;VAMP3;BNIP1;STX3;VAMP2;STX10;VAMP7;SNAP47;SEC22B;VAMP4;VAMP8;YKT6;SNAP23;BET1L;STX18;GOSR1;SNAP25;USE1;STX5;STX4;STX19;VTI1B;BET1;VTI1A;TSNARE1;STX8;STX1B;STX17 KEGG_RNA_POLYMERASE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_RNA_POLYMERASE 17 -0.51065755 -1.440945 0.06936416 0.19055577 POLR2G;POLR2H;POLR2E;POLR2F;POLR1C;POLR2I;POLR2J;POLR3D;POLR1D;POLR3K;POLR3GL;POLR1B;POLR2K;POLR2J2;POLR2L;POLR3H;POLR1E;POLR2J3;POLR1A;POLR3C;POLR2B;POLR3A;POLR3G;POLR3B;POLR2A;POLR3F;POLR2D;POLR2C;ZNRD1 KEGG_OOCYTE_MEIOSIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_OOCYTE_MEIOSIS 75 -0.36758545 -1.4260123 0.037593983 0.20301005 CDC16;CALM2;CALM1;IGF1;RPS6KA6;PPP3R2;PPP3CC;SLK;PPP3R1;IGF1R;ANAPC1;SPDYC;ITPR3;SMC1B;LOC728622;CHP2;ANAPC7;ANAPC5;FBXO43;SMC1A;REC8;MAPK12;BTRC;PRKX;SKP1;FBXW11;CALML5;ADCY3;ADCY2;LOC650621;PLK1;ADCY1;RBX1;STAG3;PGR;YWHAB;CAMK2A;BUB1;CAMK2B;CAMK2D;CAMK2G;PRKACA;PRKACB;PRKACG;FBXO5;SGOL1;PTTG1;CALML3;CDC27;CDC25C;PLCZ1;CDC20;YWHAZ;YWHAH;CALM3;CCNB1;YWHAG;YWHAE;CCNE1;PTTG2;ADCY8;ADCY9;ADCY6;ADCY7;ADCY5;SPDYA;CDK1;ESPL1;ANAPC10;INS;ANAPC11;MAP2K1;ADCY4;RPS6KA2;RPS6KA3;CUL1;PPP1CC;PPP1CB;PPP1CA;CPEB1;MAPK3;ANAPC2;MAD2L1;ANAPC4;MAPK1;RPS6KA1;YWHAQ;CDC23;ITPR1;ITPR2;AURKA;PPP2CB;SMC3;PPP2CA;PPP2R1A;AR;PPP2R1B;ANAPC13;MOS;PKMYT1;CDK2;CDC26;PPP3CB;PPP3CA;PPP2R5A;CCNE2;CCNB2;PPP2R5E;MAD2L2;PPP2R5D;PPP2R5C;PPP2R5B;CHP;CALML6 KEGG_PURINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PURINE_METABOLISM 112 -0.34890825 -1.4177847 0.025200458 0.20583846 POLR2G;NT5C2;POLR2H;ENPP3;POLR2E;POLR2F;ENPP1;XDH;POLR2I;POLR2J;POLE3;ADSS;PRPS2;ADSL;NME6;POLR1D;PNPT1;POLR2K;PDE11A;POLD3;POLR2L;AK1;NME1-NME2;AK2;AK4;POLA2;CANT1;AMPD1;AMPD3;AMPD2;NME4;GUCY2D;NME1;ATIC;NME2;DGUOK;POLR3C;NME3;POLR3G;POLR3F;PRUNE;C17orf48;PDE4B;PDE4C;PDE3B;PDE4A;NUDT2;GMPR2;PDE6C;PDE6D;PDE4D;PDE6A;PRIM1;PRIM2;AK5;GMPR;NME5;PDE7B;PDE5A;POLD4;GUCY1A2;FHIT;ADCY3;ADCY2;ADCY1;POLA1;PDE3A;PDE2A;PDE1C;ADSSL1;ADA;ENTPD8;POLE2;PDE8A;PDE9A;PDE1B;NUDT9;POLD1;GDA;POLD2;POLE;PDE6B;PDE7A;PRPS1;POLR1E;PAICS;NT5C1A;POLR2B;POLR3A;PDE6H;POLR2A;PDE6G;POLR2D;DCK;POLR2C;ADCY8;ADCY9;ADCY6;AK7;ADCY7;ADCY5;GMPS;ADCY10;POLR3K;POLR1B;PNP;RRM2B;PDE1A;POLR2J2;HPRT1;GART;PAPSS1;PAPSS2;NT5M;ADCY4;IMPDH1;IMPDH2;POLR3H;POLR2J3;POLR1A;POLR3B;GUCY1B3;PKLR;GUCY2C;ENTPD4;PKM2;GUCY1A3;GUK1;GUCY2F;ADK;ITPA;POLR1C;PRHOXNB;POLE4;RRM1;POLR3D;RRM2;NT5C3;PDE8B;POLR3GL;NT5E;NPR2;NPR1;PDE10A;ENTPD6;ENTPD2;ENTPD5;ENTPD3;NUDT5;ENTPD1;PFAS;NT5C1B;APRT;PRPS1L1;PPAT;NME7;NT5C;ALLC;ZNRD1 KEGG_NOTCH_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_NOTCH_SIGNALING_PATHWAY 27 -0.42795795 -1.372813 0.08695652 0.27656275 HES5;DTX3;NOTCH4;DTX3L;NOTCH3;NOTCH2;EP300;HES1;NOTCH1;NUMB;PSEN2;PSEN1;PTCRA;SNW1;APH1A;KAT2A;ADAM17;RFNG;RBPJ;DTX1;CREBBP;DTX2;MAML1;CTBP2;NCOR2;CTBP1;DVL3;JAG2;DVL2;NUMBL;MAML2;KAT2B;DLL4;PSENEN;DLL3;DVL1;CIR1;DLL1;LFNG;JAG1;MAML3;HDAC1;HDAC2;NCSTN;DTX4;MFNG;RBPJL KEGG_ALLOGRAFT_REJECTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ALLOGRAFT_REJECTION 29 -0.42856628 -1.3712326 0.08906882 0.26821497 HLA-DRB4;HLA-DRB5;HLA-DOA;HLA-DOB;HLA-DRB3;CD80;CD86;CD28;TNF;IFNG;LOC652614;HLA-C;HLA-B;HLA-DMB;HLA-DMA;HLA-F;HLA-E;HLA-A;IL2;CD40LG;HLA-DPA1;CD40;IL12B;HLA-DPB1;HLA-DQA1;HLA-G;HLA-DQA2;IL12A;HLA-DQB1;PRF1;FAS;FASLG;GZMB;IL4;IL5;IL10;HLA-DRB1;HLA-DRA KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM 58 -0.36814818 -1.3680518 0.06930693 0.26276612 PLCB2;CALM2;INPP1;PLCB1;PLCD1;PRKCB;PRKCA;PLCB3;CALM1;PLCB4;DGKZ;INPP5A;DGKE;INPP5B;DGKD;INPP4A;PRKCG;INPPL1;DGKH;INPP5D;SYNJ2;PIP4K2B;ITPR3;PLCD3;PIKFYVE;IMPA1;IMPA2;PIP5K1A;PIP5K1B;INPP5J;CDS1;INPP5K;SYNJ1;PLCD4;ITPKA;PIK3R5;ITPKB;ITPK1;CDIPT;ITPR1;ITPR2;DGKQ;CDS2;INPP4B;DGKB;DGKG;DGKA;DGKI;PLCE1;CALML5;PIP5K1C;PIK3C3;PIK3C2B;PIK3C2G;PIP4K2A;PIK3C2A;PTEN;PIK3R3;PIP4K2C;IPPK;CALML3;PIK3CA;PIK3CB;PIK3CD;PLCG1;PLCG2;PLCZ1;PI4KB;CALM3;INPP5E;PIK3CG;PIK3R1;OCRL;PIK3R2;CALML6;PI4KA KEGG_HOMOLOGOUS_RECOMBINATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_HOMOLOGOUS_RECOMBINATION 21 -0.44388923 -1.3179026 0.15096954 0.35589367 RAD54L;XRCC3;RAD51B;NBN;RAD52;RAD51D;XRCC2;POLD4;BLM;EME1;RPA1;RAD51;POLD3;RAD50;RPA3;RPA2;RPA4;RAD51C;MRE11A;BRCA2;POLD1;POLD2;MUS81;TOP3A;RAD54B;SHFM1;TOP3B;SSBP1 KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION 36 -0.38168308 -1.3022107 0.119463086 0.37854084 HLA-DRB4;TNFRSF13C;HLA-DRB5;HLA-DOA;HLA-DOB;HLA-DRB3;CD80;CD86;CD28;TNFSF13;TNFSF13B;CCL27;IL15RA;IL15;ICOSLG;ITGA4;TGFB1;ICOS;CCR9;MAP3K14;CXCR4;CCL25;TNFRSF17;HLA-DMB;HLA-DMA;CCL28;LTBR;PIGR;IL2;CD40LG;HLA-DPA1;CD40;AICDA;HLA-DPB1;HLA-DQA1;HLA-DQA2;HLA-DQB1;TNFRSF13B;ITGB7;CXCL12;CCR10;MADCAM1;IL4;IL5;IL10;IL6;HLA-DRB1;HLA-DRA KEGG_ALZHEIMERS_DISEASE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ALZHEIMERS_DISEASE 121 -0.31039277 -1.2881145 0.08071749 0.39899093 UQCR10;NAE1;CALM2;NDUFA5;NDUFA4;COX6CP3;CALM1;ATP2A1;PPP3R2;EIF2AK3;PPP3CC;ATP2A3;PPP3R1;ATP2A2;NDUFS7;CYTB;ADAM17;BACE2;ATP5O;COX2;COX1;COX8C;MME;COX3;COX5B;ITPR3;PSENEN;LRP1;COX4I1;APOE;ATP6;ATP8;CHP2;ATP5H;NDUFA2;NDUFA3;NDUFA1;CAPN2;LPL;CAPN1;LOC100133737;APAF1;ATP5G1P5;HSD17B10;APH1A;UQCRQ;ATP5D;CALML5;GAPDH;ATF6;COX7A2L;IDE;ATP5G3;ATP5G2;ADAM10;ATP5G1;ATP5F1;ATP5E;COX5A;CDK5R1;ERN1;GNAQ;UQCRHL;ATP5A1;BACE1;CALML3;APBB1;ATP5J;CYCS;SDHA;CALM3;NDUFA4L2;NCSTN;CASP9;PLCB2;COX8A;CASP8;COX7C;CASP7;PLCB1;PLCB3;PLCB4;TNF;LOC642502;RYR3;FADD;SDHD;SDHB;SDHC;COX7B;BAD;COX7A1;COX7A2;COX6C;ATP5B;GRIN1;GRIN2A;GRIN2B;COX6B1;CACNA1D;BID;ATP5C1;GRIN2C;GRIN2D;LOC644310;CACNA1C;NOS1;CACNA1F;CACNA1S;COX7B2;CASP3;TNFRSF1A;UQCRB;COX6A2;MAPK3;COX6A1;UQCRH;UQCRFS1;UQCRC2;UQCRC1;MAPK1;NDUFB3;NDUFB1;NDUFB2;ITPR1;NDUFA10;ITPR2;NDUFAB1;PSEN2;GSK3B;PSEN1;NDUFA9;NDUFA7;NDUFA8;UQCR11;NDUFA6;NDUFV3;LOC727947;COX6B2;COX4I2;IL1B;SNCA;MAPT;NDUFB10;NDUFS8;NDUFC1;NDUFC2;NDUFS1;NDUFV2;NDUFB6;NDUFS4;NDUFB7;NDUFV1;NDUFB8;NDUFS6;NDUFB9;NDUFS5;NDUFS2;PPP3CB;NDUFB4;NDUFS3;PPP3CA;APP;NDUFB5;CDK5;FAS;CYC1;CHP;CALML6 KEGG_HUNTINGTONS_DISEASE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_HUNTINGTONS_DISEASE 129 -0.31208518 -1.2822053 0.08418658 0.3993171 POLR2G;POLR2H;POLR2E;UQCR10;POLR2F;NDUFA5;PPARGC1A;NDUFA4;POLR2I;COX6CP3;POLR2J;TAF4;NRF1;DCTN2;CREB3L1;NDUFS7;CYTB;CREBBP;CREB3;POLR2K;ATP5O;COX2;COX1;UCP1;CLTCL1;COX8C;DNALI1;POLR2L;COX3;LOC729317;COX5B;COX4I1;CREB1;HIP1;AP2A2;ATP6;AP2B1;DCTN4;ATP8;TAF4B;ATP5H;AP2A1;NDUFA2;NDUFA3;NDUFA1;DNAI1;LOC100133737;APAF1;ATP5G1P5;VDAC1;VDAC2;VDAC3;UQCRQ;ATP5D;DNAH1;BBC3;BDNF;COX7A2L;ATP5G3;ATP5G2;CREB3L3;ATP5G1;ATP5F1;ATP5E;COX5A;GNAQ;DNAH2;SLC25A6;SP1;UQCRHL;ATP5A1;SLC25A5;SLC25A4;ATP5J;RCOR1;CYCS;TGM2;SDHA;DCTN1;POLR2B;DNAL1;POLR2A;NDUFA4L2;POLR2D;POLR2C;DNAL4;SLC25A31;CASP9;PLCB2;COX8A;GRM5;CASP8;COX7C;PLCB1;PLCB3;PLCB4;DNAI2;LOC642502;IFT57;CREB3L4;PPID;SDHD;SDHB;SDHC;TFAM;HAP1;COX7B;COX7A1;COX7A2;COX6C;POLR2J2;ATP5B;GRIN1;SOD1;GRIN2B;COX6B1;SOD2;ATP5C1;LOC644310;BAX;COX7B2;CASP3;REST;UQCRB;POLR2J3;COX6A2;CREB5;COX6A1;UQCRH;UQCRFS1;UQCRC2;UQCRC1;SIN3A;NDUFB3;NDUFB1;DLG4;TBPL2;NDUFB2;EP300;ITPR1;NDUFA10;NDUFAB1;NDUFA9;NDUFA7;NDUFA8;DNAH3;UQCR11;NDUFA6;NDUFV3;LOC727947;COX6B2;COX4I2;GPX1;TBP;AP2S1;AP2M1;CREB3L2;NDUFS8;NDUFB10;NDUFC1;NDUFC2;NDUFV2;NDUFS1;NDUFS4;NDUFB6;NDUFV1;NDUFB7;NDUFS6;NDUFB8;NDUFS5;NDUFB9;PPARG;NDUFS2;TP53;NDUFB4;NDUFS3;NDUFB5;CYC1;CLTA;CLTB;CLTC;HDAC1;HDAC2;TBPL1;HTT KEGG_WNT_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_WNT_SIGNALING_PATHWAY 104 -0.31156194 -1.2531097 0.11655012 0.45895043 JUN;LRP5;LRP6;PPP3R2;SFRP2;SFRP1;PPP3CC;VANGL1;PPP3R1;FZD1;FZD4;APC2;FZD6;FZD7;SENP2;FZD8;LEF1;CREBBP;FZD9;PRICKLE1;CTBP2;ROCK1;CTBP1;WNT9B;WNT9A;CTNNBIP1;DAAM2;TBL1XR1;MMP7;CER1;MAP3K7;VANGL2;WNT2B;WNT11;WNT10B;DKK2;LOC728622;CHP2;AXIN1;AXIN2;DKK4;NFAT5;MYC;SOX17;CSNK2A1;CSNK2A2;NFATC4;CSNK1A1;NFATC3;CSNK1E;BTRC;PRKX;SKP1;FBXW11;RBX1;CSNK2B;SIAH1;TBL1Y;WNT5B;CCND1;CAMK2A;NLK;CAMK2B;CAMK2D;CAMK2G;PRKACA;APC;PRKACB;PRKACG;WNT16;DAAM1;CHD8;FRAT1;CACYBP;CCND2;NFATC2;NFATC1;CCND3;PLCB2;PLCB1;CSNK1A1L;PRKCB;PLCB3;PRKCA;PLCB4;WIF1;PRICKLE2;PORCN;RHOA;FRAT2;PRKCG;MAPK9;MAPK10;WNT3A;DVL3;RAC2;DVL2;RAC3;FZD3;DKK1;CXXC4;DVL1;FOSL1;CUL1;WNT10A;WNT4;SMAD3;TCF7;SMAD4;RAC1;TCF7L2;SMAD2;WNT1;MAPK8;EP300;WNT7A;GSK3B;WNT7B;PSEN1;WNT8A;WNT8B;WNT2;WNT3;WNT5A;WNT6;CTNNB1;PPP2CB;PPP2CA;PPP2R1A;TBL1X;PPP2R1B;ROCK2;NKD1;FZD10;FZD5;NKD2;TCF7L1;RUVBL1;PPARD;PPP3CB;TP53;PPP3CA;PPP2R5A;PPP2R5E;PPP2R5D;PPP2R5C;PPP2R5B;FZD2;SFRP5;SFRP4;CHP KEGG_GALACTOSE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GALACTOSE_METABOLISM 22 -0.42098942 -1.2513294 0.1904762 0.44887874 GCK;GALK1;GLB1;GALE;B4GALT1;PGM2;LALBA;PFKM;PFKL;MGAM;HK2;HK1;HK3;GALT;G6PC2;GLA;GANC;LCT;GALK2;G6PC;UGP2;PGM1;AKR1B1;B4GALT2;GAA;PFKP KEGG_RNA_DEGRADATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_RNA_DEGRADATION 27 -0.3765343 -1.20605 0.22083333 0.55716354 LSM5;MPHOSPH6;SKIV2L2;PATL1;EXOSC4;PNPT1;EXOSC2;SKIV2L;XRN2;EXOSC5;TTC37;LSM6;EXOSC3;EXOSC1;EDC4;CNOT3;CNOT2;XRN1;PARN;C1D;PAPOLA;DDX6;DCP1A;ZCCHC7;ENO1;CNOT4;CNOT7;PAPD7;EXOSC8;C1DP3;HSPA9;LSM1;CNOT6L;EXOSC6;LSM7;NAA38;RQCD1;LSM4;CNOT1;CNOT10;EXOSC7;LSM3;DIS3;ENO3;ENO2;CNOT6;C1DP2;LSM2;DCP2;HSPD1;EXOSC9;EXOSC10;EDC3;DCPS;PAPOLB;DCP1B;WDR61;CNOT8;PAPOLG KEGG_ASTHMA http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ASTHMA 24 -0.38531882 -1.1795447 0.25070822 0.62064314 HLA-DRB4;HLA-DRB5;HLA-DOA;HLA-DOB;HLA-DRB3;IL3;TNF;CCL11;EPX;FCER1G;MS4A2;HLA-DMB;FCER1A;HLA-DMA;IL9;CD40LG;HLA-DPA1;CD40;HLA-DPB1;IL13;HLA-DQA1;HLA-DQA2;HLA-DQB1;PRG2;RNASE3;IL4;IL5;IL10;HLA-DRB1;HLA-DRA KEGG_AUTOIMMUNE_THYROID_DISEASE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_AUTOIMMUNE_THYROID_DISEASE 40 -0.34125707 -1.1767569 0.230563 0.61076856 HLA-DOA;HLA-DOB;CD80;CD86;CD28;IFNA5;IFNA4;IFNA2;TSHR;TSHB;IFNA1;HLA-C;HLA-B;HLA-DMB;HLA-DMA;HLA-A;HLA-G;TG;CGA;IFNA17;IFNA21;IFNA6;IFNA7;PRF1;IFNA8;IFNA10;IFNA13;IFNA14;GZMB;IFNA16;TPO;IL10;CTLA4;HLA-DRB4;HLA-DRB5;HLA-DRB3;LOC652614;HLA-F;HLA-E;IL2;CD40LG;HLA-DPA1;CD40;HLA-DPB1;HLA-DQA1;HLA-DQA2;HLA-DQB1;FAS;FASLG;IL4;IL5;HLA-DRB1;HLA-DRA KEGG_PROPANOATE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PROPANOATE_METABOLISM 24 -0.38414982 -1.1687264 0.2514535 0.617704 ACSS2;ALDH1B1;ABAT;LOC283398;ALDH2;ACADM;ACAT2;ACAT1;LDHC;MCEE;HADHA;ALDH6A1;ACSS1;LDHB;ECHS1;ALDH9A1;ALDH3A2;PCCB;HIBCH;EHHADH;PCCA;ALDH7A1;LDHAL6B;SUCLG1;MLYCD;LDHA;SUCLA2;ACACB;MUT;SUCLG2;ACACA;ACSS3;LDHAL6A KEGG_OXIDATIVE_PHOSPHORYLATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_OXIDATIVE_PHOSPHORYLATION 80 -0.29630694 -1.1508287 0.22569028 0.655446 ATP6V1G1;UQCR10;NDUFA5;NDUFA4;COX6CP3;PPA2;ATP5J2;NDUFS7;CYTB;ATP6V0A1;ATP6V1G2;ATP6V0B;ATP5O;COX2;COX1;ATP6AP1;COX8C;COX3;COX5B;COX4I1;ATP6V0A4;ATP12A;ATP6;ATP8;ATP5H;NDUFA2;NDUFA3;NDUFA1;LOC100133737;ATP5G1P5;UQCRQ;ATP6V1H;ATP5D;LHPP;ATP6V0D2;COX7A2L;ATP5G3;ATP6V1C2;ATP5G2;ATP5G1;ATP5F1;ATP5E;COX5A;TCIRG1;UQCRHL;ATP4B;ATP6V1D;ATP4A;ATP5A1;ATP5J;ATP5I;SDHA;ATP6V1A;ATP6V1E1;NDUFA4L2;ATP6V1B2;ATP6V1B1;ATP6V1C1;ATP6V0C;COX10;COX8A;COX7C;LOC642502;SDHD;SDHB;SDHC;ATP6V1G3;COX7B;COX7A1;COX7A2;COX6C;COX17;ATP5B;COX6B1;ATP5C1;LOC644310;ATP6V1F;COX7B2;ATP6V0A2;UQCRB;ATP6V0D1;COX6A2;COX6A1;UQCRH;UQCRFS1;UQCRC2;UQCRC1;NDUFB3;NDUFB1;NDUFB2;NDUFA10;NDUFAB1;ATP6V0E2;ND6;NDUFA9;ND5;NDUFA7;NDUFA8;UQCR11;NDUFA6;NDUFV3;ATP6V1E2;ND4;ND4L;LOC727947;ND2;COX6B2;PPA1;ND3;COX4I2;ND1;ATP5L;ATP6V0E1;NDUFA11;NDUFB10;NDUFS8;NDUFC1;NDUFC2;NDUFS1;NDUFV2;NDUFB6;NDUFS4;NDUFB7;NDUFV1;NDUFB8;NDUFS6;NDUFB9;NDUFS5;NDUFS2;NDUFB4;NDUFS3;NDUFB5;CYC1;COX11;COX15 KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION 36 -0.34013832 -1.1358013 0.28225806 0.6855366 AOX1;ALDH1B1;ACADS;ACADSB;ABAT;ALDH2;ACADM;ACAT2;HSD17B10;ACAT1;OXCT1;ACAA2;IL4I1;HADH;MCEE;HADHB;DBT;HADHA;ALDH6A1;HMGCL;IVD;BCKDHB;ACAD8;ECHS1;ALDH9A1;ALDH3A2;PCCB;HIBCH;DLD;HMGCS2;EHHADH;HMGCS1;PCCA;ALDH7A1;HIBADH;ACAA1;OXCT2;MUT;MCCC2;BCAT1;AUH;BCAT2;BCKDHA;MCCC1 KEGG_CYSTEINE_AND_METHIONINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CYSTEINE_AND_METHIONINE_METABOLISM 22 -0.38093793 -1.1298263 0.29624277 0.6839134 AMD1;SRM;ADI1;AHCY;DNMT1;SDS;TRDMT1;DNMT3A;DNMT3B;LDHC;IL4I1;SMS;LDHB;ENOPH1;BHMT;GOT2;CDO1;APIP;GOT1;LDHAL6B;TAT;AHCYL1;MTAP;MAT2B;LDHA;MTR;CBS;MAT1A;AHCYL2;CTH;MAT2A;MPST;LDHAL6A;DNMT3L KEGG_INOSITOL_PHOSPHATE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_INOSITOL_PHOSPHATE_METABOLISM 39 -0.33281827 -1.1297165 0.28235295 0.66623044 PLCB2;PLCB1;INPP1;IPMK;PLCD1;PLCB3;PLCB4;MIOX;TPI1;INPP5A;INPP5B;INPP4A;INPPL1;SYNJ2;PIP4K2B;PLCD3;PIKFYVE;IMPA1;IMPA2;PIP5K1A;PIP5K1B;ISYNA1;INPP5J;INPP5K;SYNJ1;PLCD4;ITPKA;ITPKB;ITPK1;CDIPT;INPP4B;PLCE1;ALDH6A1;PIP5K1C;PIK3C3;PIK3C2B;PIK3C2G;PIP4K2A;PIK3C2A;PTEN;PIP4K2C;MINPP1;IPPK;PIK3CA;PIK3CB;PIK3CD;PLCG1;PLCG2;PLCZ1;PI4KB;PIK3CG;INPP5E;OCRL;PI4KA KEGG_PEROXISOME http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PEROXISOME 53 -0.30004385 -1.1036785 0.31772152 0.72995627 EPHX2;XDH;BAAT;MVK;CAT;NUDT19;PMVK;PEX16;HAO2;FAR2;PRDX5;HMGCL;PHYH;DDO;ACSL6;AGPS;SOD1;SOD2;MPV17L;NOS2;HAO1;HSD17B4;CRAT;PAOX;ACOX2;PEX11G;ACOX3;AMACR;PEX5;MLYCD;ACOT8;ACAA1;SLC27A2;SLC25A17;MPV17;PIPOX;FAR1;DAO;ABCD1;DECR2;SCP2;HACL1;GSTK1;PEX1;NUDT12;ABCD4;ABCD3;PEX11B;PEX19;ECH1;IDH2;IDH1;DHRS4;GNPAT;PEX2;PXMP2;PEX26;PEX3;PEX6;PXMP4;PEX10;ABCD2;PEX7;ACSL5;PEX13;PEX12;EHHADH;PEX14;AGXT;PRDX1;PECR;ACSL1;PEX11A;ACOX1;ECI2;CROT;ACSL3;ACSL4 KEGG_VIRAL_MYOCARDITIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_VIRAL_MYOCARDITIS 57 -0.30124444 -1.1035495 0.31741935 0.7123907 CASP9;LOC100418883;CASP8;HLA-DOA;HLA-DOB;CD80;CD86;CD28;EIF4G3;ITGAL;ICAM1;CXADR;MYH13;HLA-C;HLA-B;MYH14;HLA-DMB;HLA-DMA;MYH1;HLA-A;DMD;MYH15;RAC2;LOC646821;BID;HLA-G;RAC3;ABL1;ABL2;CASP3;EIF4G2;PRF1;EIF4G1;ITGB2;ACTG1;RAC1;SGCD;HLA-DRB4;SGCG;HLA-DRB5;SGCA;SGCB;HLA-DRB3;DAG1;CD55;LAMA2;LOC652614;ACTB;HLA-F;HLA-E;CD40LG;CCND1;HLA-DPA1;CD40;HLA-DPB1;MYH7B;HLA-DQA1;HLA-DQA2;HLA-DQB1;CAV1;MYH3;MYH2;CYCS;MYH4;MYH7;MYH6;MYH9;MYH8;MYH11;FYN;MYH10;HLA-DRB1;HLA-DRA KEGG_CHRONIC_MYELOID_LEUKEMIA http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CHRONIC_MYELOID_LEUKEMIA 65 -0.28911707 -1.0975118 0.32738853 0.7132512 SOS2;E2F1;CHUK;PTPN11;RAF1;SHC1;BAD;CTBP2;CTBP1;MAP2K2;BRAF;MECOM;MAP2K1;IKBKB;MDM2;RB1;ABL1;AKT1;AKT2;SHC4;AKT3;NRAS;GRB2;STAT5B;SMAD3;MAPK3;STAT5A;SMAD4;NFKB1;NFKBIA;SOS1;MYC;MAPK1;RUNX1;PIK3R5;IKBKG;HRAS;RELA;GAB2;CBLB;CDKN2A;KRAS;CBL;SHC3;CDKN1B;CDKN1A;TGFB2;TGFB1;ARAF;TGFBR2;TGFBR1;TGFB3;CCND1;PIK3R3;BCL2L1;CDK4;CBLC;TP53;E2F3;E2F2;CRK;PIK3CA;PIK3CB;CDK6;CRKL;PIK3CD;SHC2;HDAC1;BCR;HDAC2;PIK3CG;PIK3R1;PIK3R2 KEGG_CITRATE_CYCLE_TCA_CYCLE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CITRATE_CYCLE_TCA_CYCLE 26 -0.3517349 -1.087644 0.3516949 0.7245278 IDH3B;DLST;PCK2;CS;PDHB;PCK1;PDHA1;LOC642502;PDHA2;LOC283398;FH;SDHD;OGDH;SDHB;IDH3A;SDHC;IDH2;IDH1;ACO1;ACLY;MDH2;DLD;MDH1;DLAT;OGDHL;PC;SDHA;SUCLG1;SUCLA2;SUCLG2;IDH3G;ACO2 KEGG_ENDOCYTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ENDOCYTOSIS 117 -0.26167575 -1.065284 0.35354692 0.7764031 F2R;EPN3;IQSEC1;IQSEC3;ADRBK2;ADRBK1;ADRB3;ADRB2;EPN2;STAMBP;ADRB1;IGF1R;CLTCL1;HGS;VPS37C;FAM125B;PIP4K2B;RUFY1;SMAP2;HLA-G;FLT1;STAM;MDM2;PIKFYVE;VPS37D;PIP5K1A;VPS28;CHMP2B;FAM125A;PIP5K1B;RAB11FIP1;ACAP1;ARRB2;AP2A2;GRK7;ARRB1;AP2B1;AP2A1;EEA1;GRK1;CSF1R;SMURF1;LOC652799;SH3GLB1;VPS4A;ARFGAP3;DNM2;HSPA8;VPS36;PARD6B;RAB31;RAB11A;TRAF6;CHMP4A;PDCD6IP;LDLR;PIP5K1C;NEDD4L;ACAP3;CHMP5;ARAP2;IQSEC2;HLA-F;MET;HLA-E;ARAP3;ASAP2;RAB11B;RAB11FIP5;ZFYVE20;PDGFRA;AGAP1;DNM3;AGAP2;ARFGAP1;ARAP1;CHMP4B;CBLC;ACAP2;VPS25;RAB22A;EHD1;PLD1;PLD2;ITCH;CDC42;SH3GLB2;PARD6A;CHMP6;VTA1;RNF41;DNAJC6;ARF6;CHMP1B;PSD2;USP8;PSD4;WWP1;HLA-C;CXCR4;HLA-B;PRKCI;CXCR2;SH3GL3;CXCR1;TSG101;HLA-A;ERBB4;HSPA1L;HSPA1B;ERBB3;HSPA2;RAB11FIP4;SH3GL1;EPS15;DNM1L;HSPA1A;TFRC;SH3GL2;SMAP1;RAB11FIP2;FGFR2;KDR;KIT;FGFR4;GIT2;DNM1;FGFR3;LDLRAP1;RET;CCR5;PRKCZ;PSD3;ASAP3;HSPA6;RAB5C;DAB2;SMURF2;HRAS;CHMP3;VPS37A;EGFR;IL2RG;VPS37B;IL2RB;CBLB;CBL;PSD;NEDD4;EGF;PARD6G;SH3KBP1;LOC652614;ARFGAP2;RAB5B;RAB4A;EHD4;RAB5A;AP2S1;EHD2;IL2RA;EHD3;AP2M1;SNF8;SRC;VPS4B;STAM2;CHMP2A;GIT1;GRK6;RABEP1;VPS45;RAB11FIP3;CLTA;CLTB;CLTC;CHMP4C;GRK4;PARD3;GRK5;ASAP1;NTRK1;EPN1 KEGG_LYSINE_DEGRADATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_LYSINE_DEGRADATION 21 -0.3531614 -1.0489441 0.4164265 0.80811906 SUV39H2;AASDHPPT;DLST;ALDH1B1;AASDH;ALDH2;ACAT2;PLOD2;PLOD1;TMLHE;EHMT2;ACAT1;SETD8;HADH;SETMAR;OGDH;HADHA;BBOX1;AASS;ECHS1;ALDH9A1;ALDH3A2;SUV420H1;SUV39H1;ASH1L;SETD1B;DOT1L;WHSC1;EHHADH;OGDHL;SETD1A;GCDH;SUV420H2;SETD7;ALDH7A1;WHSC1L1;EHMT1;SETDB1;AADAT;SETD2;SETDB2;PLOD3;NSD1;PIPOX KEGG_TGF_BETA_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_TGF_BETA_SIGNALING_PATHWAY 70 -0.2744695 -1.0418348 0.38403043 0.81258863 TFDP1;NOG;TNF;GDF7;INHBB;INHBC;COMP;INHBA;THBS4;RHOA;CREBBP;ROCK1;ID1;ID2;RPS6KB1;RPS6KB2;CUL1;LOC728622;ID4;SMAD3;MAPK3;RBL2;SMAD4;RBL1;NODAL;SMAD1;MYC;SMAD2;MAPK1;SMURF2;SMURF1;EP300;BMP8A;GDF5;SKP1;CHRD;TGFB2;TGFB1;IFNG;CDKN2B;PPP2CB;PPP2CA;PPP2R1A;ID3;SMAD5;RBX1;FST;PITX2;PPP2R1B;TGFBR2;AMHR2;LTBP1;LEFTY1;AMH;TGFBR1;SMAD9;LEFTY2;SMAD7;ROCK2;TGFB3;SMAD6;BMPR2;GDF6;BMPR1A;BMPR1B;ACVRL1;ACVR2B;ACVR2A;ACVR1;BMP4;E2F5;BMP2;ACVR1C;E2F4;SP1;BMP7;BMP8B;ZFYVE9;BMP5;BMP6;ZFYVE16;THBS3;INHBE;THBS2;DCN;THBS1 KEGG_ETHER_LIPID_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ETHER_LIPID_METABOLISM 18 -0.3637888 -1.0384773 0.39565217 0.8052896 ENPP2;PAFAH1B1;PPAP2B;LPCAT1;PLA2G3;ENPP6;LPCAT4;PLA2G4E;JMJD7-PLA2G4B;CHPT1;AGPS;PLA2G6;PAFAH1B3;PLA2G2E;PLA2G10;PAFAH2;PLA2G2A;PLA2G4A;PLA2G5;PLA2G12B;PLA2G4B;PLA2G7;PLA2G2F;PPAP2A;PPAP2C;PLA2G2C;PAFAH1B2;PLA2G2D;LPCAT2;PLD1;PLA2G12A;PLD2;PLA2G1B KEGG_GLIOMA http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GLIOMA 54 -0.28671035 -1.0302079 0.42518702 0.81300914 SOS2;CALM2;E2F1;PRKCB;RAF1;SHC1;PRKCA;CALM1;IGF1;MTOR;IGF1R;PRKCG;PDGFRB;MAP2K2;TGFA;BRAF;MAP2K1;MDM2;RB1;AKT1;SHC4;AKT2;NRAS;AKT3;GRB2;MAPK3;SOS1;MAPK1;PIK3R5;HRAS;EGFR;KRAS;CDKN2A;SHC3;CDKN1A;EGF;ARAF;CALML5;CCND1;PTEN;PIK3R3;PDGFA;CAMK2A;PDGFB;CAMK2B;PDGFRA;CAMK2D;CAMK2G;CDK4;TP53;E2F3;CALML3;E2F2;PIK3CA;PIK3CB;CDK6;PIK3CD;PLCG1;SHC2;PLCG2;CALM3;PIK3CG;PIK3R1;PIK3R2;CALML6 KEGG_TYPE_I_DIABETES_MELLITUS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_TYPE_I_DIABETES_MELLITUS 36 -0.306316 -1.0255641 0.42607528 0.8104217 HLA-DRB4;HLA-DRB5;LTA;HLA-DOA;HLA-DOB;HLA-DRB3;CD80;CD86;CD28;TNF;ICA1;IFNG;LOC652614;PTPRN2;HLA-C;HLA-B;INS;IL1B;HLA-DMB;PTPRN;HLA-DMA;HLA-F;HLA-E;HLA-A;IL2;HLA-DPA1;IL12B;HLA-DPB1;GAD1;HLA-DQA1;HLA-G;HLA-DQA2;IL12A;CPE;HLA-DQB1;GAD2;IL1A;HSPD1;PRF1;FAS;FASLG;GZMB;HLA-DRB1;HLA-DRA KEGG_PYRUVATE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PYRUVATE_METABOLISM 32 -0.30932036 -1.025332 0.4268617 0.79444134 ACSS2;PCK2;ME3;GRHPR;PDHB;PCK1;PDHA1;ALDH1B1;PDHA2;HAGH;ALDH2;ACAT2;ACAT1;LDHC;LDHD;HAGHL;ACSS1;LDHB;ACYP2;ME1;ACYP1;ALDH9A1;ALDH3A2;ME2;DLD;MDH2;DLAT;MDH1;ALDH7A1;PC;GLO1;LDHAL6B;LDHA;ACACB;ACACA;PKLR;AKR1B1;LDHAL6A;PKM2;ACOT12 KEGG_ADHERENS_JUNCTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ADHERENS_JUNCTION 66 -0.2676531 -1.0138692 0.4479804 0.81277037 MLLT4;LOC100418883;SORBS1;WAS;SNAI2;IGF1R;RHOA;CREBBP;LEF1;ACTN4;PTPN6;ACTN1;SNAI1;ERBB2;WASF2;RAC2;PTPRJ;WASL;LOC646821;RAC3;PTPRF;WASF1;MAP3K7;FGFR1;IQGAP1;SMAD3;MAPK3;TCF7;SMAD4;ACTG1;INSR;WASF3;CTNNA1;PTPRB;RAC1;TCF7L2;SMAD2;MAPK1;CSNK2A1;PVRL3;CSNK2A2;EP300;EGFR;VCL;CTNNA2;CTNNB1;CTNND1;FARP2;CSNK2B;TGFBR2;PTPRM;PVRL4;TGFBR1;ACTB;TJP1;MET;SSX2IP;SRC;NLK;TCF7L1;YES1;FER;BAIAP2;CTNNA3;LMO7;FYN;ACP1;PTPN1;PARD3;CDC42;ACTN2;PVRL2;CDH1;ACTN3;PVRL1 KEGG_NON_SMALL_CELL_LUNG_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_NON_SMALL_CELL_LUNG_CANCER 46 -0.27597103 -0.9929434 0.5025773 0.85621375 CASP9;SOS2;E2F1;PRKCB;RAF1;PRKCA;RARB;BAD;PRKCG;ERBB2;MAP2K2;TGFA;BRAF;MAP2K1;RXRB;PDPK1;RXRG;RB1;RXRA;RASSF1;AKT1;AKT2;NRAS;AKT3;GRB2;MAPK3;SOS1;MAPK1;PIK3R5;HRAS;EGFR;KRAS;CDKN2A;EGF;RASSF5;FHIT;STK4;ARAF;CCND1;PIK3R3;FOXO3;CDK4;TP53;E2F3;E2F2;PIK3CA;PIK3CB;CDK6;PIK3CD;PLCG1;PLCG2;PIK3CG;PIK3R1;PIK3R2 KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM 25 -0.31273425 -0.9715201 0.5056818 0.90303963 GLUD2;GFPT2;AGXT2;CPS1;GLS2;ABAT;ADSS;ADSL;GLUD1;GLS;ASL;IL4I1;GPT;GFPT1;GPT2;DDO;ADSSL1;ACY3;GAD1;GAD2;GOT2;AGXT;GLUL;NIT2;GOT1;ALDH4A1;CAD;ALDH5A1;ASS1;ASNS;PPAT;ASPA KEGG_VEGF_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_VEGF_SIGNALING_PATHWAY 58 -0.26027015 -0.9712771 0.5132409 0.8867638 CASP9;RAF1;PRKCB;PRKCA;PPP3R2;PPP3CC;PPP3R1;SH2D2A;PLA2G3;SPHK1;BAD;PRKCG;JMJD7-PLA2G4B;PLA2G6;RAC2;PTK2;PLA2G2E;PLA2G10;NOS3;MAPK11;MAP2K2;PLA2G2A;RAC3;PLA2G4A;PTGS2;PLA2G5;MAPK13;PLA2G12B;MAP2K1;KDR;PLA2G4B;AKT1;PLA2G2F;AKT2;NRAS;AKT3;CHP2;NFAT5;MAPK3;RAC1;PLA2G1B;MAPK1;MAPKAPK3;PIK3R5;HRAS;NFATC4;MAPK14;MAPK12;NFATC3;MAPKAPK2;KRAS;SPHK2;HSPB1;VEGFA;PXN;PLA2G4E;SRC;PIK3R3;PPP3CB;PPP3CA;PIK3CA;PIK3CB;PIK3CD;PLA2G2C;PLCG1;SHC2;PLA2G2D;PLCG2;PLA2G12A;NFATC2;NFATC1;PIK3CG;PIK3R1;CDC42;PIK3R2;CHP KEGG_N_GLYCAN_BIOSYNTHESIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_N_GLYCAN_BIOSYNTHESIS 24 -0.32034415 -0.97062904 0.529078 0.872098 ALG13;DOLPP1;RPN1;ALG14;MAN1B1;ALG3;B4GALT1;MGAT5;RPN2;STT3A;MGAT3;DAD1;MGAT2;ALG12;TUSC3;MAN1C1;DPM2;DPM1;GANAB;ALG1;MGAT4A;ALG10B;STT3B;MAN1A2;ALG10;ALG11;ALG8;ALG2;DPAGT1;RFT1;DPM3;DDOST;MGAT4B;ALG6;MAN2A2;MAN1A1;MAN2A1;ST6GAL1;B4GALT3;ALG5;B4GALT2;MGAT5B;ALG9;MOGS;FUT8;MGAT1 KEGG_COLORECTAL_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_COLORECTAL_CANCER 54 -0.2649817 -0.96379924 0.5318066 0.8745083 JUN;CASP9;RAF1;BIRC5;APC2;RHOA;LEF1;MSH6;BAD;MAPK9;MAPK10;RAC2;RAC3;BRAF;MLH1;MAP2K1;BAX;AKT1;CASP3;AKT2;AKT3;AXIN1;AXIN2;SMAD3;MAPK3;SMAD4;TCF7;RAC1;MYC;TCF7L2;SMAD2;MAPK1;PIK3R5;MAPK8;APPL1;GSK3B;KRAS;CTNNB1;TGFB2;TGFB1;ARAF;TGFBR2;TGFBR1;TGFB3;CCND1;PIK3R3;BCL2;TCF7L1;MSH2;APC;RALGDS;TP53;MSH3;PIK3CA;PIK3CB;CYCS;PIK3CD;FOS;PIK3CG;DCC;PIK3R1;PIK3R2 KEGG_INSULIN_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_INSULIN_SIGNALING_PATHWAY 110 -0.23514271 -0.9636558 0.5353075 0.8592656 GCK;CALM2;PPARGC1A;ELK1;CALM1;EIF4E;EIF4EBP1;PRKAG2;FBP1;HK2;HK1;RHEB;BRAF;PDPK1;IKBKB;EXOC7;AKT1;SHC4;AKT2;NRAS;AKT3;PYGB;PYGM;ACACB;INPP5K;PYGL;ACACA;PIK3R5;PDE3B;PHKB;PHKA2;PHKA1;FLOT2;KRAS;SHC3;SOCS1;PRKX;PRKAB2;CALML5;PRKAB1;PRKAA2;PRKAA1;PDE3A;SOCS3;FOXO1;PRKACA;PRKACB;G6PC2;PRKACG;IRS2;CBLC;CALML3;FLOT1;CRK;SH2B2;CRKL;RHOQ;PRKAG1;PRKAR1A;PRKAR2A;PRKAR1B;CALM3;PTPN1;SOS2;RAF1;SHC1;PRKAR2B;TSC2;SORBS1;SLC2A4;MTOR;MKNK1;SOCS2;FASN;PHKG1;BAD;INS;PHKG2;PRKCI;GYS1;GYS2;INPP5D;MAPK9;HK3;MAPK10;MAP2K2;PTPRF;MAP2K1;PRKAG3;RPTOR;PPP1R3C;RAPGEF1;PPP1R3A;RPS6KB1;RPS6KB2;PRKCZ;TSC1;GRB2;PPP1CC;PPP1CA;PPP1CB;MAPK3;PKLR;INSR;SOS1;RPS6;PPP1R3D;MAPK1;HRAS;MAPK8;PCK2;PCK1;GSK3B;CBLB;CBL;EIF4E1B;FBP2;LIPE;MKNK2;EIF4E2;ARAF;TRIP10;PPP1R3B;PIK3R3;SOCS4;PIK3CA;PIK3CB;PIK3CD;SHC2;G6PC;SREBF1;IRS1;PIK3CG;IRS4;PIK3R1;PIK3R2;CALML6 KEGG_BETA_ALANINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_BETA_ALANINE_METABOLISM 19 -0.3260628 -0.94968444 0.5416667 0.8809508 CNDP1;SRM;ECHS1;ALDH9A1;ALDH3A2;GAD1;GAD2;AOC2;ALDH1B1;HIBCH;ABAT;EHHADH;ALDH2;ACADM;UPB1;ALDH7A1;AOC3;DPYS;DPYD;MLYCD;HADHA;SMS KEGG_PANCREATIC_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PANCREATIC_CANCER 64 -0.2532844 -0.94897425 0.5470297 0.8675143 CASP9;E2F1;STAT3;CHUK;RAF1;ARHGEF6;STAT1;RAD51;BAD;PGF;MAPK9;MAPK10;ERBB2;RAC2;BRCA2;TGFA;BRAF;RAC3;MAP2K1;IKBKB;RB1;JAK1;AKT1;AKT2;AKT3;SMAD3;MAPK3;SMAD4;NFKB1;RAC1;SMAD2;MAPK1;PIK3R5;IKBKG;MAPK8;EGFR;RELA;KRAS;CDKN2A;EGF;TGFB2;TGFB1;VEGFA;ARAF;VEGFC;VEGFB;TGFBR2;TGFBR1;TGFB3;CCND1;PIK3R3;RALB;BCL2L1;RALA;CDK4;FIGF;RALBP1;RALGDS;TP53;E2F3;E2F2;PIK3CA;PIK3CB;CDK6;PIK3CD;PLD1;PIK3CG;PIK3R1;CDC42;PIK3R2 KEGG_GLYCEROPHOSPHOLIPID_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GLYCEROPHOSPHOLIPID_METABOLISM 40 -0.27448952 -0.938286 0.5731383 0.8798375 PEMT;PLA2G15;GPD1;GPD1L;LPGAT1;GPAM;MBOAT2;MBOAT7;CHAT;LPCAT1;PTDSS1;ACHE;PLA2G3;DGKZ;ETNK1;DGKE;DGKD;PCYT1A;DGKH;JMJD7-PLA2G4B;CHPT1;MBOAT1;PLA2G6;PLA2G2E;PLA2G10;LPCAT3;PLA2G2A;ETNK2;PLA2G4A;PLA2G5;PLA2G12B;PLA2G4B;PTDSS2;PLA2G2F;PCYT2;CDS1;AGPAT3;AGPAT4;PGS1;LYPLA1;PLA2G1B;C17orf48;CDIPT;DGKQ;CDS2;DGKB;DGKG;PPAP2B;DGKA;DGKI;PHOSPHO1;LCLAT1;TAZ;AGPAT9;GNPAT;LPCAT4;PLA2G4E;AGPAT6;CHKA;PPAP2A;PPAP2C;LYPLA2;PLA2G2C;AGPAT1;PLA2G2D;LPCAT2;PLA2G12A;AGPAT2;PLD1;CHKB;PISD;PLD2;PCYT1B;GPAT2;LCAT;CRLS1;GPD2 KEGG_TIGHT_JUNCTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_TIGHT_JUNCTION 91 -0.23537613 -0.9364127 0.5965116 0.869582 INADL;JAM3;LOC100418883;MLLT4;CSDA;PPP2R2D;MAGI2;MPP5;TJP3;MYH13;ZAK;EPB41L3;MYH14;RRAS2;MYH1;CTTN;MYH15;MYL7;CRB3;CLDN20;AKT1;AKT2;MYL12A;AKT3;NRAS;EXOC3;CTNNA1;JAM2;CSNK2A1;CLDN18;LLGL1;LLGL2;CSNK2A2;KRAS;CLDN17;PARD6B;MAGI1;GNAI1;GNAI2;MYL2;VAPA;MYL5;CSNK2B;SYMPK;MYL10;IGSF5;ASH1L;YES1;MAGI3;GNAI3;CLDN16;CLDN23;MYH3;MYH2;MYH4;MYH7;MYH6;MYH9;MYH8;MYH11;MYH10;OCLN;CDC42;ACTN2;ACTN3;PARD6A;PRKCB;PRKCA;CLDN10;CASK;CLDN8;CLDN2;CGN;CLDN6;MYL9;TJP2;CLDN5;CLDN1;RHOA;MPDZ;PRKCI;ACTN4;PRKCG;ACTN1;PRKCH;MYLPF;PRKCD;F11R;PRKCE;CLDN19;LOC646821;PRKCQ;CLDN15;PRKCZ;CLDN22;ACTG1;RAB13;HRAS;CTNNA2;PARD6G;TJAP1;SPTAN1;PPP2R2A;CTNNB1;PPP2R2B;RRAS;CLDN11;PPP2CB;PPP2CA;PPP2R1A;CLDN7;MYL12B;PPP2R1B;MRAS;CLDN4;EXOC4;CLDN3;RAB3B;ACTB;TJP1;SRC;PTEN;MYH7B;HCLS1;CDK4;AMOTL1;CLDN14;CLDN9;PPP2R2C;CTNNA3;EPB41L2;EPB41L1;EPB41;PARD3 KEGG_HEDGEHOG_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_HEDGEHOG_SIGNALING_PATHWAY 34 -0.27908376 -0.92764544 0.5716198 0.8774652 CSNK1A1L;HHIP;PTCH2;GAS1;WNT3A;ZIC2;WNT9B;WNT9A;LRP2;CSNK1G1;WNT2B;WNT11;WNT10B;IHH;SMO;WNT10A;WNT4;CSNK1G3;SHH;WNT1;CSNK1D;RAB23;CSNK1A1;CSNK1G2;CSNK1E;BMP8A;GSK3B;WNT7A;BTRC;WNT7B;WNT8A;WNT8B;WNT2;WNT3;PRKX;WNT5A;WNT6;FBXW11;STK36;WNT5B;GLI1;DHH;PRKACA;PRKACB;SUFU;BMP4;PRKACG;BMP2;GLI2;BMP7;GLI3;PTCH1;BMP8B;WNT16;BMP5;BMP6 KEGG_ENDOMETRIAL_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ENDOMETRIAL_CANCER 43 -0.2661057 -0.9254792 0.5677083 0.8683582 CASP9;SOS2;RAF1;ELK1;APC2;LEF1;BAD;ERBB2;MAP2K2;BRAF;MLH1;MAP2K1;PDPK1;ILK;AKT1;AKT2;NRAS;AKT3;GRB2;AXIN1;AXIN2;MAPK3;TCF7;CTNNA1;MYC;SOS1;MAPK1;TCF7L2;PIK3R5;HRAS;EGFR;GSK3B;KRAS;CTNNA2;EGF;CTNNB1;ARAF;CCND1;PTEN;PIK3R3;TCF7L1;FOXO3;APC;TP53;PIK3CA;PIK3CB;PIK3CD;CTNNA3;PIK3CG;PIK3R1;PIK3R2;CDH1 KEGG_BASAL_CELL_CARCINOMA http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_BASAL_CELL_CARCINOMA 31 -0.2803857 -0.9204079 0.568521 0.8669911 HHIP;FZD1;APC2;FZD4;FZD6;PTCH2;FZD7;FZD8;LEF1;FZD9;WNT3A;DVL3;WNT9B;DVL2;WNT9A;FZD3;DVL1;WNT2B;WNT11;WNT10B;SMO;AXIN1;WNT4;WNT10A;AXIN2;TCF7;TCF7L2;SHH;WNT1;GSK3B;WNT7A;WNT7B;WNT8A;WNT8B;WNT2;WNT3;WNT5A;CTNNB1;WNT6;STK36;FZD10;WNT5B;FZD5;GLI1;TCF7L1;BMP4;SUFU;APC;BMP2;GLI2;PTCH1;GLI3;WNT16;TP53;FZD2 KEGG_GLYCEROLIPID_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GLYCEROLIPID_METABOLISM 31 -0.27941573 -0.90425354 0.6085791 0.892419 MBOAT2;GPAM;LIPG;DGKZ;DGKE;DGKD;DGKH;MBOAT1;GK;DGAT2;GK2;GLA;ALDH7A1;AGK;DAK;AGPAT3;AWAT2;AGPAT4;AKR1B1;PNLIPRP2;PNLIPRP1;PNLIP;DGAT1;GLYCTK;LPL;ALDH1B1;DGKQ;ALDH2;DGKB;DGKG;AKR1A1;DGKA;PPAP2B;LIPC;DGKI;LCLAT1;AGPAT9;MGLL;AGPAT6;ALDH9A1;ALDH3A2;PNPLA3;PPAP2A;PPAP2C;AGPAT1;AGPAT2;CEL;GPAT2;LIPF KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC 63 -0.23814806 -0.8878645 0.66793895 0.9173625 CACNA2D1;CACNB1;LOC100418883;CACNB2;CACNB3;CACNB4;CACNG1;ITGA9;CACNG8;RYR2;JUP;LMNA;CACNG6;ATP2A2;CACNG7;ITGA4;ITGA3;ITGA2B;ITGA7;LEF1;ITGA5;EMD;ACTN4;ITGA11;DSC2;DSG2;ACTN1;DMD;CACNA2D3;CACNA1D;SLC8A1;LOC646821;CACNA1C;CACNA1F;ITGB3;CACNA2D2;CACNA1S;ITGB4;ITGB5;ITGB6;ITGB7;ITGAV;ITGB1;TCF7;ACTG1;CACNA2D4;PKP2;CTNNA1;CDH2;TCF7L2;ITGA10;SGCD;SGCG;SGCA;ITGA8;SGCB;CACNG2;CTNNA2;DAG1;CACNG3;CTNNB1;LAMA2;GJA1;ITGB8;ACTB;ITGA6;ITGA2;ITGA1;CACNG5;CACNG4;TCF7L1;DSP;DES;CTNNA3;ACTN2;ACTN3 KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION 88 -0.22495435 -0.88751173 0.6730769 0.9043886 CDH5;JAM3;MLLT4;LOC100418883;TXK;ITGAL;ITGAM;ITGA4;SIPA1;ROCK1;MMP2;PTK2;MYL7;NCF4;MMP9;NCF2;CLDN20;PECAM1;VAV1;VASP;VCAM1;ITGB1;MYL12A;THY1;VAV2;ITGB2;CTNNA1;JAM2;PIK3R5;CLDN18;MAPK14;MAPK12;VCL;CLDN17;GNAI1;MYL2;GNAI2;CTNND1;MYL5;PXN;RAPGEF3;MYL10;ARHGAP5;BCAR1;GNAI3;CLDN16;CLDN23;EZR;CXCL12;PLCG1;PLCG2;PTK2B;RHOH;OCLN;CDC42;ACTN2;ACTN3;PTPN11;PRKCB;PRKCA;CLDN10;CLDN8;CLDN2;CLDN6;MYL9;CLDN5;CLDN1;ICAM1;RHOA;CXCR4;ESAM;ACTN4;PRKCG;ACTN1;MYLPF;F11R;NOX1;CLDN19;RAC2;MAPK11;LOC646821;MAPK13;CLDN15;CD99;CLDN22;ARHGAP35;ACTG1;RAC1;ITK;CTNNA2;RASSF5;CTNNB1;CLDN11;CLDN7;MYL12B;CLDN4;CLDN3;ACTB;ROCK2;RAP1A;PIK3R3;RAP1B;CLDN14;PIK3CA;CLDN9;MSN;PIK3CB;PIK3CD;NCF1;CTNNA3;NOX3;RAPGEF4;CYBA;PIK3CG;VAV3;CYBB;PIK3R1;PIK3R2 KEGG_PROSTATE_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PROSTATE_CANCER 73 -0.22854611 -0.8749186 0.6939281 0.918312 CASP9;SOS2;E2F1;CHUK;RAF1;IGF1;CREB3L4;MTOR;CREB3L1;PDGFD;NKX3-1;IGF1R;GSTP1;CREB3;CREBBP;LEF1;BAD;INS;PDGFRB;ERBB2;MAP2K2;TGFA;BRAF;MAP2K1;FGFR2;PDPK1;IKBKB;MDM2;RB1;CREB1;AKT1;AKT2;FGFR1;AKT3;NRAS;GRB2;CREB5;MAPK3;TCF7;NFKB1;INSRR;NFKBIA;SOS1;TCF7L2;MAPK1;PIK3R5;IKBKG;HRAS;EP300;EGFR;RELA;PDGFC;GSK3B;KRAS;CDKN1B;EGF;CDKN1A;CTNNB1;HSP90AA1;ARAF;AR;CREB3L3;HSP90B1;SRD5A2;CREB3L2;CCND1;PTEN;PIK3R3;BCL2;PDGFA;PDGFB;TCF7L1;FOXO1;PDGFRA;CDK2;HSP90AB1;TP53;E2F3;E2F2;PIK3CA;PIK3CB;CCNE2;PIK3CD;KLK3;ATF4;PIK3CG;CCNE1;PIK3R1;PIK3R2 KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY 94 -0.21777685 -0.86919886 0.6866197 0.91733813 JUN;ZAP70;MALT1;CD28;PDPK1;PPP3R2;PPP3CC;PPP3R1;PAK4;ICOS;VAV1;IKBKB;MAP3K8;MAP3K7;AKT1;AKT2;NRAS;AKT3;VAV2;CHP2;NFAT5;NFKB1;NFKBIB;NFKBIA;PAK6;NFKBIE;NCK1;CTLA4;CSF2;PIK3R5;CD4;NFATC4;MAPK14;MAPK12;NFATC3;RELA;KRAS;CD8A;CD8B;CD247;NCK2;MAP3K14;PAK7;CD3D;CD3E;PAK1;CD3G;CBLC;LCP2;PLCG1;NFATC2;NFATC1;LCK;CDC42;RASGRP1;SOS2;PAK3;CHUK;RAF1;TNF;CARD11;PAK2;RHOA;PTPN6;PDCD1;MAPK9;MAPK11;MAP2K2;PRKCQ;MAPK13;MAP2K1;MAP2K7;GRAP2;GRB2;MAPK3;IL10;PTPRC;SOS1;MAPK1;HRAS;IKBKG;TEC;GSK3B;CBLB;CBL;ITK;LAT;IFNG;IL2;CD40LG;PIK3R3;CDK4;PPP3CB;DLG1;PPP3CA;PIK3CA;PIK3CB;PIK3CD;BCL10;IL4;FYN;IL5;FOS;PIK3CG;VAV3;PIK3R1;PIK3R2;CHP KEGG_HEMATOPOIETIC_CELL_LINEAGE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_HEMATOPOIETIC_CELL_LINEAGE 79 -0.22603293 -0.868293 0.7013301 0.9059073 GP1BA;GP1BB;EPO;IL9R;CD33;TNF;GP9;ITGAM;CD34;CD36;GP5;ITGA4;ITGA3;KITLG;ITGA2B;FCGR1A;ITGA5;FCER2;GYPA;THPO;IL1R2;IL7R;MME;IL11RA;CD19;MS4A1;TFRC;CD22;KIT;FLT3;ITGB3;FLT3LG;IL1A;CR2;CD14;CR1;TPO;EPOR;IL11;CSF2;HLA-DRB4;CD4;CSF1R;HLA-DRB5;CSF1;HLA-DRB3;IL3RA;IL3;CD59;LOC652799;CD9;CD8A;CD8B;CD44;CD7;CD5;CSF2RA;CD55;DNTT;CSF3;IL1B;IL1R1;IL2RA;ITGA6;IL6R;ITGA2;ITGA1;CSF3R;IL7;CD37;CD2;CD3D;CD3E;CD38;CD3G;CD1B;ANPEP;CD1C;CD1D;CD1E;CD1A;IL4;IL4R;IL5;IL5RA;IL6;HLA-DRB1;HLA-DRA KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM 27 -0.27101898 -0.8670154 0.6596932 0.89555836 MPI;GCK;GFPT2;GALK1;GALE;PMM2;PGM2;PMM1;AMDHD2;GNPDA2;GMDS;UXS1;GNPNAT1;NANS;UGDH;CYB5R3;GFPT1;FUK;NANP;CYB5R1;FPGT;HEXB;HEXA;HK2;HK1;HK3;GALT;GNE;NAGK;CHIT1;UAP1;RENBP;CHIA;NPL;UGP2;GALK2;TSTA3;PGM1;CMAS;PGM3;GNPDA1;GMPPA;GPI;GMPPB KEGG_AXON_GUIDANCE http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_AXON_GUIDANCE 98 -0.21432081 -0.8515542 0.748538 0.91550434 UNC5B;PLXNB2;PPP3R2;PPP3CC;PPP3R1;PAK4;NGEF;SEMA4C;SEMA4A;PLXNC1;ROCK1;ABLIM3;PTK2;ROBO1;SLIT2;ROBO2;PLXNA1;ABL1;PLXNA2;PLXNB3;PLXNB1;SEMA3G;ITGB1;SEMA3F;NRAS;ROBO3;CHP2;NFAT5;SEMA6D;RHOD;PAK6;PLXNA3;NCK1;NFATC4;NTNG1;SEMA6A;NFATC3;KRAS;SRGAP3;L1CAM;CFL2;CFL1;GNAI1;UNC5A;GNAI2;RND1;NCK2;MET;SLIT1;SLIT3;PAK7;NTN1;PAK1;LRRC4C;SEMA3C;GNAI3;CXCL12;SEMA5A;NFATC2;NFATC1;DCC;CDC42;UNC5D;SRGAP2;SEMA6C;SEMA6B;PAK3;SEMA3D;EPHB4;EPHB6;SEMA4D;SEMA4B;PAK2;SEMA4F;RHOA;CXCR4;EPHB1;EPHA8;EPHB3;EPHB2;EFNA4;EFNA3;RAC2;EFNB1;EFNA5;EFNB3;RAC3;EFNB2;ARHGEF12;ABLIM2;SRGAP1;EFNA2;RASA1;EFNA1;DPYSL5;SEMA3A;UNC5C;NRP1;MAPK3;RAC1;MAPK1;SEMA5B;HRAS;SEMA3B;GSK3B;SEMA3E;DPYSL2;LIMK2;LIMK1;ABLIM1;ROCK2;SEMA7A;EPHA1;NTN4;EPHA5;EPHA7;EPHA3;EPHA2;EPHA4;SEMA4G;PPP3CB;FES;PPP3CA;CDK5;RGS3;FYN;EPHA6;NTN3;CHP KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY 64 -0.2227149 -0.83918315 0.7410161 0.92774993 SOS2;RAF1;PRKCB;PRKCA;PDPK1;TNF;MAP2K4;PLA2G3;FCER1G;MS4A2;FCER1A;PRKCD;INPP5D;PRKCE;JMJD7-PLA2G4B;MAPK9;MAPK10;PLA2G6;RAC2;IL13;PLA2G2E;PLA2G10;MAPK11;MAP2K2;PLA2G2A;RAC3;MAP2K3;PLA2G4A;MAPK13;PLA2G5;PLA2G12B;MAP2K1;VAV1;MAP2K7;PLA2G4B;MAP2K6;AKT1;PLA2G2F;AKT2;VAV2;AKT3;NRAS;GRB2;MAPK3;RAC1;SOS1;PLA2G1B;MAPK1;CSF2;PIK3R5;HRAS;MAPK8;IL3;MAPK14;MAPK12;GAB2;KRAS;LAT;SYK;PLA2G4E;BTK;PIK3R3;PIK3CA;PIK3CB;LCP2;PIK3CD;PLA2G2C;PLCG1;PLA2G2D;PLCG2;PLA2G12A;IL4;FYN;IL5;PIK3CG;VAV3;LYN;PIK3R1;PIK3R2 KEGG_NEUROTROPHIN_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_NEUROTROPHIN_SIGNALING_PATHWAY 102 -0.20890503 -0.83491224 0.7903226 0.9233273 JUN;FRS2;CALM2;CALM1;PDPK1;RPS6KA6;TP73;MAP3K5;RPS6KA5;BRAF;MAP3K1;MAP3K3;IKBKB;ABL1;AKT1;SHC4;AKT2;NRAS;AKT3;SH2B1;NFKB1;NFKBIB;NFKBIA;NFKBIE;PIK3R5;MAPK14;NGFRAP1;MAPK12;RELA;KRAS;SHC3;TRAF6;NGF;CALML5;BDNF;NGFR;SH2B3;CSK;CAMK4;YWHAB;BCL2;CAMK2A;CAMK2B;CAMK2D;FOXO3;CAMK2G;IRS2;SORT1;CALML3;CRK;SH2B2;CRKL;PLCG1;PLCG2;YWHAZ;ARHGDIA;CALM3;YWHAH;ARHGDIB;YWHAG;YWHAE;CDC42;SOS2;PTPN11;RAF1;SHC1;RIPK2;RHOA;BAD;IRAK4;PRKCD;MAPK9;MAPK10;MAGED1;MAPK11;MAP2K2;MAPK13;MAP2K1;BAX;MAP2K7;MAP2K5;RPS6KA2;RAPGEF1;RPS6KA3;GRB2;MAPK3;RPS6KA4;MAPK7;KIDINS220;RAC1;SOS1;MAPK1;RPS6KA1;YWHAQ;HRAS;MAPK8;PRDM4;MAPKAPK2;GSK3B;PSEN1;NTF4;IRAK2;NTF3;IRAK1;RAP1A;PIK3R3;RAP1B;IRAK3;TP53;PIK3CA;PIK3CB;PIK3CD;GAB1;FASLG;SHC2;ATF4;IRS1;ZNF274;NTRK2;PIK3CG;IRS4;NTRK1;PIK3R1;PIK3R2;CALML6;NTRK3 KEGG_BUTANOATE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_BUTANOATE_METABOLISM 22 -0.2698836 -0.81098163 0.7252252 0.9547717 AACS;PDHB;ALDH1B1;ACADS;PDHA1;ABAT;PDHA2;ALDH2;ACAT2;ACAT1;OXCT1;HADH;BDH1;HADHA;ACSM1;HMGCL;AKR1B10;ECHS1;ALDH9A1;GAD1;ALDH3A2;ACSM3;GAD2;ACSM4;HMGCS2;EHHADH;HMGCS1;ALDH7A1;ALDH5A1;BDH2;OXCT2;ACSM2A;ACSM5;L2HGDH KEGG_RENAL_CELL_CARCINOMA http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_RENAL_CELL_CARCINOMA 58 -0.21682563 -0.797575 0.8118812 0.96507293 JUN;SOS2;PAK3;PTPN11;RAF1;HGF;PAK2;SLC2A1;PAK4;CREBBP;TCEB1;TCEB2;PGF;MAP2K2;TGFA;BRAF;FLCN;MAP2K1;HIF1A;AKT1;ARNT2;AKT2;RAPGEF1;AKT3;NRAS;ARNT;CUL2;GRB2;MAPK3;ETS1;EGLN2;EGLN3;PAK6;RAC1;SOS1;MAPK1;PIK3R5;HRAS;EP300;EPAS1;KRAS;TGFB2;TGFB1;FH;VEGFA;ARAF;VEGFC;VEGFB;RBX1;MET;TGFB3;PAK7;RAP1A;PIK3R3;RAP1B;PDGFB;EGLN1;VHL;PAK1;FIGF;CRK;PIK3CA;PIK3CB;CRKL;PIK3CD;GAB1;PIK3CG;PIK3R1;CDC42;PIK3R2 KEGG_TASTE_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_TASTE_TRANSDUCTION 19 -0.27175173 -0.7830678 0.7850877 0.97797054 TAS2R60;GRM4;PLCB2;ADCY8;ADCY6;TAS2R42;TAS1R2;TAS1R1;TRPM5;ACCN1;PDE1A;CACNA1A;ITPR3;CACNA1B;TAS2R5;ADCY4;GNAT3;GNG13;TAS2R3;TAS2R9;TAS1R3;TAS2R1;KCNB1;TAS2R16;TAS2R4;SCNN1G;GNB3;PRKX;GNG3;SCNN1B;SCNN1A;TAS2R43;TAS2R40;TAS2R41;TAS2R39;TAS2R14;PRKACA;PRKACB;PRKACG;GNAS;TAS2R38;GNB1;TAS2R20;TAS2R50;TAS2R45;TAS2R8;TAS2R46;TAS2R7;TAS2R13;TAS2R19;TAS2R10;TAS2R31 KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION 29 -0.24415946 -0.7736493 0.8129602 0.98102915 ADCY9;ADCY6;DYNLL2;DYNC1LI2;VAMP2;DCTN6;CREB3L4;AQP4;PRKX;RAB11A;DYNLL1;DCTN2;AQP3;CREB3L1;ADCY3;CREB3;RAB5B;AVPR2;RAB5A;CREB3L3;NSF;DCTN5;AVP;CREB3L2;RAB11B;STX4;PRKACA;PRKACB;PRKACG;CREB1;GNAS;DYNC2H1;DYNC1H1;DCTN4;DYNC1I2;DCTN1;DYNC1I1;CREB5;AQP2;DYNC2LI1;ARHGDIA;ARHGDIB;DYNC1LI1;RAB5C KEGG_THYROID_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_THYROID_CANCER 25 -0.25033206 -0.77341074 0.79184246 0.96884227 PAX8;HRAS;CCDC6;TFG;NCOA4;KRAS;CTNNB1;LEF1;CCND1;MAP2K2;TCF7L1;BRAF;MAP2K1;RXRB;RXRG;RXRA;PPARG;TP53;RET;NRAS;TPR;MAPK3;TCF7;NTRK1;MYC;TPM3;CDH1;MAPK1;TCF7L2 KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION 89 -0.1953231 -0.7703208 0.8831325 0.9613891 CALM2;CALD1;CALM1;CYP4A11;CALCRL;PTGIR;PPP1R14A;JMJD7-PLA2G4B;ROCK1;PLA2G6;PLA2G2E;MRVI1;PLA2G10;BRAF;ITPR3;PLA2G4B;MYL6B;PLA2G2F;EDNRA;GNA12;GNA11;GNA13;PRKX;GUCY1A2;MYLK;ADCY3;MYL6;CALML5;ADCY2;ADCY1;PLA2G4E;KCNMB3;PRKACA;GNAQ;PRKACB;PRKACG;GNAS;CALML3;PLA2G2D;PLA2G12A;AGTR1;MYH11;CALM3;PLCB2;KCNMB2;ADCY8;PLCB1;ADCY9;PPP1R12B;ADCY6;ADCY7;PRKCB;RAF1;PLCB3;PRKCA;ADCY5;PLCB4;MYL9;ARHGEF11;KCNMB1;KCNMA1;RHOA;PLA2G3;PPP1R12A;PRKCG;PRKCH;PRKCD;PRKCE;PLA2G2A;MAP2K2;CACNA1D;PLA2G4A;PRKCQ;PLA2G5;PLA2G12B;MAP2K1;CACNA1C;ARHGEF12;MYLK2;CACNA1F;CACNA1S;ADCY4;PPP1CC;PPP1CA;PPP1CB;GUCY1B3;MAPK3;GUCY1A3;ACTG2;PRKG1;PLA2G1B;MAPK1;ADORA2A;RAMP3;RAMP1;ACTA2;RAMP2;ITPR1;ADORA2B;ITPR2;ARAF;CYP4A22;NPR2;AVPR1A;AVPR1B;ROCK2;NPR1;ADRA1D;ADRA1B;ADRA1A;KCNMB4;PLA2G2C;ARHGEF1;MYLK3;CALML6 KEGG_FATTY_ACID_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_FATTY_ACID_METABOLISM 34 -0.23252869 -0.7650916 0.8005502 0.95719284 CPT1A;CPT1C;ACADS;ALDH1B1;ACADSB;ACADL;ALDH2;ACADM;CYP4A11;ACAT2;ACADVL;ACAT1;ACAA2;HADH;HADHB;HADHA;CYP4A22;ADH7;ADH6;ACSL6;ADH1B;ADH1C;ADH4;ECHS1;ADH5;ALDH9A1;ALDH3A2;ACSL5;ADH1A;EHHADH;GCDH;ALDH7A1;ACOX3;ACSL1;ACAA1;CPT2;CPT1B;ACOX1;ECI2;ECI1;ACSL3;ACSL4 KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION 61 -0.20748326 -0.76498145 0.84190714 0.94557494 CDC16;ADCY8;ADCY9;ADCY6;RAF1;ADCY7;ADCY5;SPDYA;IGF1;RPS6KA6;CDK1;ANAPC10;IGF1R;ANAPC1;INS;ANAPC11;SPDYC;MAPK9;MAPK10;MAPK11;BRAF;MAPK13;MAP2K1;ADCY4;AKT1;AKT2;RPS6KA2;RPS6KA3;AKT3;CPEB1;MAPK3;ANAPC7;ANAPC5;ANAPC2;ANAPC4;MAD2L1;RPS6KA1;MAPK1;PIK3R5;PDE3B;MAPK8;CDC23;MAPK14;MAPK12;KRAS;PRKX;GNAI1;CCNA1;GNAI2;FZR1;ADCY3;HSP90AA1;ARAF;LOC650621;ADCY2;PLK1;ADCY1;PDE3A;ANAPC13;MOS;PIK3R3;PGR;CCNA2;BUB1;PKMYT1;PRKACA;CDK2;PRKACB;PRKACG;CDC26;GNAI3;HSP90AB1;CDC27;PIK3CA;PIK3CB;CDC25B;CDC25C;CCNB2;PIK3CD;CDC25A;MAD2L2;CCNB1;PIK3CG;PIK3R1;CCNB3;PIK3R2 KEGG_CALCIUM_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CALCIUM_SIGNALING_PATHWAY 145 -0.18138331 -0.757604 0.9242762 0.9448037 CALM2;PTGFR;BST1;PTGER1;F2R;CALM1;PTGER3;ATP2A1;OXTR;PPP3R2;P2RX4;TACR3;P2RX5;PPP3CC;ADRB3;ATP2A3;P2RX1;PPP3R1;ADRB2;ATP2A2;P2RX3;ADRB1;TACR1;TACR2;SPHK1;CCKAR;CCKBR;NTSR1;PDGFRB;LOC729317;SLC8A1;ITPR3;SLC8A3;PLCD3;EDNRA;P2RX7;CHP2;DRD1;DRD5;TRHR;EDNRB;PHKB;PHKA2;PHKA1;GNA15;GNA11;VDAC1;VDAC2;CHRM1;VDAC3;CHRM2;PRKX;PLN;BDKRB1;MYLK;PLCE1;CHRM3;ADCY3;CALML5;LTB4R2;ADCY2;ADCY1;BDKRB2;PDE1C;CYSLTR1;GNA14;PDE1B;CAMK4;CAMK2A;CAMK2B;PDGFRA;CAMK2D;CAMK2G;PRKACA;PRKACB;GNAQ;SLC25A6;PRKACG;GNAS;SLC25A5;CALML3;SLC25A4;GNAL;ATP2B2;ATP2B3;ATP2B4;PLCG1;PLCG2;PLCZ1;AGTR1;ATP2B1;CALM3;PTK2B;TRPC1;SLC25A31;PLCB2;GRM5;ADCY8;RYR1;PLCB1;ADCY9;PLCD1;PRKCB;ADCY7;PRKCA;PLCB3;PLCB4;TNNC2;RYR2;RYR3;GRM1;PPID;PHKG1;PHKG2;PRKCG;PDE1A;ERBB4;CACNA1A;GRIN1;GRIN2A;ERBB2;ERBB3;CHRNA7;NOS3;CACNA1D;GRIN2C;CACNA1E;GRIN2D;CHRM5;CACNA1B;NOS2;CACNA1C;NOS1;MYLK2;CACNA1F;CACNA1S;ADCY4;TNNC1;PLCD4;P2RX2;ITPKA;ADORA2A;ITPKB;EGFR;ADORA2B;ITPR1;ITPR2;HTR4;SPHK2;HTR5A;HTR6;HTR7;HTR2A;HTR2C;HTR2B;P2RX6;SLC8A2;AVPR1A;AVPR1B;HRH2;ADRA1D;ADRA1B;ADRA1A;GRPR;CD38;PPP3CB;PTAFR;PPP3CA;CACNA1H;CACNA1G;CACNA1I;CYSLTR2;LHCGR;TBXA2R;MYLK3;HRH1;CHP;CALML6 KEGG_TYPE_II_DIABETES_MELLITUS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_TYPE_II_DIABETES_MELLITUS 39 -0.21924329 -0.7495317 0.84832215 0.9443314 PIK3R5;GCK;MAPK8;TNF;MAFA;SOCS1;SLC2A4;SLC2A2;MTOR;SOCS2;SOCS3;INS;PRKCD;PRKCE;MAPK9;HK2;CACNA1A;MAPK10;HK3;HK1;PIK3R3;CACNA1D;CACNA1E;CACNA1B;PDX1;CACNA1C;ADIPOQ;IKBKB;IRS2;ABCC8;SOCS4;PIK3CA;CACNA1G;PIK3CB;PIK3CD;PRKCZ;KCNJ11;MAPK3;IRS1;PKLR;INSR;PKM2;PIK3CG;IRS4;PIK3R1;PIK3R2;MAPK1 KEGG_ABC_TRANSPORTERS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ABC_TRANSPORTERS 33 -0.22572653 -0.7491107 0.82321185 0.9336616 ABCA7;ABCG4;ABCD1;ABCC12;ABCA1;TAP2;ABCA6;TAP1;ABCA5;ABCB8;ABCA10;ABCD4;ABCA3;ABCB11;ABCD3;ABCA2;ABCC2;ABCC11;ABCC6;ABCC3;ABCC9;ABCG2;ABCC4;ABCC5;ABCA12;ABCG1;ABCB4;CFTR;ABCB1;ABCC1;ABCD2;ABCB6;ABCB7;ABCA8;ABCA4;ABCC8;ABCC10;ABCB10;ABCB9;ABCA13;ABCA9;ABCB5;ABCG5;ABCG8 KEGG_P53_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_P53_SIGNALING_PATHWAY 51 -0.21046223 -0.7469997 0.86442786 0.92528504 CASP9;CASP8;SFN;TSC2;IGF1;CDK1;GADD45B;RCHY1;ZMAT3;IGFBP3;RRM2B;BAI1;TP73;SERPINB5;RPRM;PPM1D;BID;MDM4;BAX;MDM2;TP53AIP1;CASP3;TP53I3;PMAIP1;PIDD;RFWD2;PERP;GADD45G;EI24;SESN2;ATM;ATR;SESN3;CHEK2;APAF1;CDKN2A;RRM2;CDKN1A;BBC3;GADD45A;TNFRSF10B;DDB2;GTSE1;SIAH1;CCND1;CD82;PTEN;CDK2;CHEK1;SESN1;CDK4;SERPINE1;TP53;CCNE2;FAS;CDK6;CYCS;STEAP3;CCNB2;LOC651610;CCND2;SHISA5;CCNB1;CCNG1;CCNE1;CCNB3;THBS1;CCNG2;CCND3 KEGG_SMALL_CELL_LUNG_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_SMALL_CELL_LUNG_CANCER 78 -0.19326402 -0.7431126 0.8892989 0.9195431 CASP9;MAX;E2F1;CHUK;LAMA1;RARB;PIAS3;FN1;BIRC3;XIAP;ITGA3;ITGA2B;COL4A6;PTK2;COL4A1;COL4A2;PTGS2;NOS2;COL4A4;RXRB;RXRG;IKBKB;RXRA;RB1;SKP2;AKT1;AKT2;PIAS2;ITGAV;LAMC2;ITGB1;AKT3;LAMB2;LAMB3;LAMC1;LAMA4;LAMA5;LAMB1;NFKB1;NFKBIA;MYC;PIK3R5;PIAS1;IKBKG;LAMB4;RELA;APAF1;CDKN1B;LAMA3;LAMA2;TRAF6;TRAF5;TRAF3;CDKN2B;TRAF2;FHIT;TRAF1;ITGA6;CCND1;PTEN;ITGA2;TRAF4;PIK3R3;BCL2;BCL2L1;BIRC2;CDK2;PIAS4;CDK4;LAMC3;TP53;E2F3;E2F2;PIK3CA;PIK3CB;CCNE2;CYCS;CDK6;PIK3CD;PIK3CG;CCNE1;PIK3R1;CKS1B;PIK3R2 KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY 102 -0.18261862 -0.73519677 0.9114832 0.9182926 ZAP70;TNFSF10;ITGAL;PPP3R2;PPP3CC;PPP3R1;FCER1G;SH2D1B;HLA-G;BRAF;VAV1;SHC4;PRF1;VAV2;NRAS;CHP2;ITGB2;GZMB;NFAT5;FCGR3B;RAET1E;ULBP3;FCGR3A;CSF2;PIK3R5;NCR1;HCST;NCR2;NFATC4;NFATC3;KRAS;SHC3;CD247;RAET1L;HLA-E;PAK1;LCP2;KLRK1;PLCG1;PLCG2;PTK2B;NFATC2;NFATC1;LCK;SOS2;PTPN11;KLRC3;RAF1;PRKCB;KLRD1;SHC1;KLRC1;PRKCA;KLRC2;TNF;ICAM2;IFNA5;IFNA4;IFNA2;ICAM1;IFNA1;RAET1G;HLA-C;HLA-B;PTPN6;PRKCG;HLA-A;RAC2;SH3BP2;BID;MAP2K2;KIR2DS5;RAC3;KIR3DL1;KIR3DL2;MAP2K1;IFNA17;CASP3;IFNA21;IFNA6;IFNA7;IFNA8;TYROBP;IFNA10;IFNA13;IFNA14;GRB2;IFNA16;MAPK3;KIR2DL5A;RAC1;SOS1;MAPK1;KIR2DL1;HRAS;KIR2DS4;CD48;KIR2DS3;IFNGR2;LAT;KIR2DL4;ULBP1;KIR2DS1;ULBP2;KIR2DL2;KIR2DL3;TNFRSF10A;IFNG;IFNGR1;TNFRSF10D;SYK;IFNB1;MICB;ARAF;TNFRSF10B;IFNAR1;TNFRSF10C;IFNAR2;MICA;PIK3R3;NCR3;CD244;PPP3CB;PPP3CA;PIK3CA;PIK3CB;FAS;PIK3CD;SHC2;FASLG;FYN;PIK3CG;VAV3;PIK3R1;SH2D1A;PIK3R2;CHP KEGG_MTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_MTOR_SIGNALING_PATHWAY 40 -0.20112188 -0.68999976 0.90625 0.9550491 TSC2;IGF1;RPS6KA6;MTOR;EIF4B;EIF4E;EIF4EBP1;RICTOR;INS;PGF;ULK1;RHEB;BRAF;HIF1A;PDPK1;RPTOR;AKT1;AKT2;RPS6KA2;RPS6KA3;RPS6KB1;MLST8;AKT3;RPS6KB2;TSC1;ULK2;CAB39;MAPK3;CAB39L;RPS6;MAPK1;RPS6KA1;PIK3R5;ULK3;EIF4E1B;STK11;EIF4E2;VEGFA;PRKAA2;VEGFC;PRKAA1;VEGFB;STRADA;PIK3R3;FIGF;DDIT4;PIK3CA;PIK3CB;PIK3CD;PIK3CG;PIK3R1;PIK3R2 KEGG_LONG_TERM_POTENTIATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_LONG_TERM_POTENTIATION 60 -0.18485741 -0.67596334 0.9361963 0.9562 GRM5;PLCB2;ADCY8;CALM2;PLCB1;RAF1;PRKCB;PLCB3;PRKCA;CALM1;PLCB4;RPS6KA6;PPP3R2;GRM1;PPP3CC;PPP3R1;CREBBP;PPP1R12A;PRKCG;GRIN1;GRIN2A;GRIN2B;MAP2K2;GRIN2C;BRAF;GRIN2D;ITPR3;CACNA1C;MAP2K1;GRIA2;GRIA1;RPS6KA2;RPS6KA3;NRAS;CHP2;PPP1R1A;PPP1CC;PPP1CA;PPP1CB;MAPK3;RPS6KA1;MAPK1;HRAS;ITPR1;EP300;ITPR2;KRAS;PRKX;ARAF;CALML5;ADCY1;RAP1A;RAPGEF3;CAMK4;CAMK2A;RAP1B;CAMK2B;CAMK2D;CAMK2G;PRKACA;GNAQ;PRKACB;PRKACG;PPP3CB;CALML3;PPP3CA;ATF4;CALM3;CHP;CALML6 KEGG_CARDIAC_MUSCLE_CONTRACTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CARDIAC_MUSCLE_CONTRACTION 54 -0.1731003 -0.6322145 0.96442187 0.97323644 CACNA2D1;CACNB1;COX8A;CACNB2;UQCR10;COX7C;CACNB3;CACNB4;CACNG1;COX6CP3;FXYD2;CACNG8;RYR2;CACNG6;ATP2A2;CACNG7;TPM2;CYTB;TPM1;ATP1B2;ATP1B3;ATP1A4;ATP1B1;COX2;COX7B;COX1;COX7A1;COX7A2;COX8C;COX6C;COX3;CACNA2D3;COX6B1;CACNA1D;SLC8A1;COX5B;SLC9A1;LOC644310;CACNA1C;TNNI3;CACNA1F;COX4I1;ATP1A1;CACNA2D2;CACNA1S;COX7B2;ATP1A3;TNNC1;ATP1A2;UQCRB;COX6A2;SLC9A6;TPM4;ACTC1;COX6A1;CACNA2D4;UQCRH;UQCRFS1;UQCRC2;TPM3;UQCRC1;CACNG2;CACNG3;UQCR11;UQCRQ;MYL3;TNNT2;MYL2;LOC727947;COX6B2;COX4I2;COX7A2L;COX5A;CACNG5;CACNG4;UQCRHL;CYC1;MYH7;MYH6;ATP1B4 KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG 17 -0.22186011 -0.6219203 0.92608696 0.96763253 MNX1;NEUROG3;GCK;HHEX;HES1;MAFA;PAX6;SLC2A2;BHLHA15;HNF1B;HNF4G;NKX6-1;HNF1A;FOXA3;HNF4A;NKX2-2;ONECUT1;NEUROD1;INS;FOXA2;PAX4;PDX1;IAPP;NR5A2;PKLR KEGG_RIBOSOME http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_RIBOSOME 73 0.5954212 2.7398415 0 0 RPL35;RPL23;RPL3;RPL3L;RPL31;RPL4;RPL5;RPL32;RPS10;RPL34;RPS11;RPS12;RPL36AL;RPS13;RPL35A;RPL37A;RPS15;RPL37;RPL38;RPL14;RPS15A;FAU;RPSA;RPS16;RPL27;RPS17;RPL26;RPL24;RPL29;RPL28;RPL27A;UBA52;RPL30;RPL36;RPS20;RPS19;RPS18;RPS4X;RSL24D1P11;RPS4Y1;RPS5;RPL22L1;RPL26L1;RPS6;RPLP2;RPL22;RPL23A;RPL18;RPL18A;RPL19;RPL21;RPS3A;RPL10A;RPS27L;RPS3;RPS2;MRPL13;RPL17;RPL15;RPL36A;RPL12;RPL13;RPL41;RPL10;RPL39;RPL11;RPL8;RPL9;RPL13A;RPL7A;RPS26;RPS27;RPS25;RPS29;RPLP1;RPS27A;RPLP0;RPS28;RPS24;RPS9;RSL24D1;RPS23;RPS8;RPS21;RPS7;RPL10L;RPL7;RPL6 KEGG_ARACHIDONIC_ACID_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ARACHIDONIC_ACID_METABOLISM 38 0.473068 1.9353725 0 0.025284749 EPHX2;CYP2E1;ALOX5;CYP4A11;CYP2J2;GGT1;PLA2G3;AKR1C3;PTGIS;ALOX12B;CYP4F2;CYP2C18;PTGES2;ALOX15B;ALOX15;JMJD7-PLA2G4B;PLA2G6;PLA2G2E;PLA2G10;PLA2G2A;PLA2G4A;PLA2G5;PTGS2;PLA2G12B;PTGS1;PLA2G4B;PLA2G2F;ALOX12;CYP2C9;GPX7;GPX6;CYP2C19;CYP2C8;CBR1;CYP2B6;CBR3;CYP2U1;PLA2G1B;LTA4H;PTGES;GPX5;GPX1;CYP4A22;GPX2;GPX3;GPX4;CYP4F3;PLA2G4E;LTC4S;GGT6;GGT7;GGT5;HPGDS;PLA2G2C;PTGDS;PLA2G2D;PLA2G12A;TBXAS1 KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION 196 0.33273035 1.8567053 0 0.04012674 CCL26;TNFSF13;HGF;CCL3L1;TNFSF12;TNFRSF8;TNFSF10;CCL2;TNFSF8;TNFSF9;CCL3;TNFSF14;IL21R;CCL5;CCL4;CCL13;IL17RB;CCL11;CCL8;CCL7;TNFRSF17;TNFSF11;IL23A;CTF1;FLT1;CCL14;FLT3;CCL15;FLT3LG;FLT4;IL22;CD27;CCL18;CCL17;CCL20;CCL19;CCL21;CCL23;CCL22;TPO;CCL16;CSF2;CSF1R;TNFRSF13C;IL13RA1;CSF1;PRLR;PRL;TNFRSF14;IFNE;CCL24;CSF2RB;CSF2RA;TGFB2;TGFB1;CX3CL1;IL23R;XCL1;CXCL5;CXCL11;CXCL6;CCR2;CCL25;CSF3;TGFBR2;TGFBR1;MET;TGFB3;CXCR3;CSF3R;CLCF1;IL17B;CXCL12;CCR10;OSMR;CCL4L2;XCR1;IL20;INHBE;PLEKHO2;CXCL10;MPL;CCL27;INHBB;INHBC;IL28RA;INHBA;KITLG;TNFRSF19;CXCR4;IL1R2;KIT;CD70;TNFRSF11B;LEPR;CXCR6;RELT;LEP;IL19;LTA;IL17A;IL18;TNFRSF9;OSM;GDF5;IL15RA;IL15;CXCL13;LTB;TNFRSF25;LTBR;IL22RA1;CD40LG;CD40;PPBPL1;GHR;IL18RAP;CXCL9;IL17RA;GH1;LIF;GH2;LIFR;IL18R1;TNFSF4;TNFRSF4;CX3CR1;CCL3L3;PDGFRB;EDA;CXCL14;IL1A;EDAR;IL24;CNTF;CNTFR;LOC652799;TNFSF13B;PDGFC;VEGFA;VEGFC;VEGFB;CCR9;NGFR;IL22RA2;PDGFA;ACVRL1;PDGFB;CCL4L1;ACVR2B;PDGFRA;ACVR2A;ACVR1B;ACVR1;FIGF;TNFRSF13B;IL25;TNFSF15;EPO;IL9R;CXCL1;TNF;CXCR5;IFNA5;IFNA4;IFNA2;TNFRSF6B;IFNA1;CXCR2;CXCR1;IL9;CCL28;IL7R;IL8;IL12RB1;IL12B;IL13;IL12RB2;IL11RA;IL12A;KDR;TNFRSF1B;IFNA17;TNFRSF1A;IFNA21;TNFRSF18;IFNA6;CCR3;TNFRSF12A;IFNA7;CCR4;IFNA8;CCR5;IFNA10;CCR6;IFNA13;CCR7;IFNA14;CCR8;IFNA16;IL26;CXCL16;IL10;EDA2R;IL10RA;IL10RB;EPOR;IL11;IL3RA;IL3;IL2RG;EGFR;IL2RB;CCR1;XCL2;IFNGR2;EGF;CCL1;TNFRSF10A;IFNG;IFNGR1;TNFRSF10D;IFNB1;TNFRSF11A;TNFRSF10B;IFNAR1;TNFRSF10C;IFNAR2;IL1RAP;IL1B;AMHR2;IL1R1;AMH;IL2RA;IL20RB;IL21;TNFSF18;IL2;IL20RA;BMPR2;BMPR1A;IL6R;BMPR1B;CRLF2;IL6ST;IFNK;IL7;PF4;CXCL2;CXCL3;BMP2;PF4V1;BMP7;IL28B;IL29;TNFRSF21;FAS;IL28A;FASLG;IFNW1;PPBP;TSLP;IL4;IL4R;IL5;IL5RA;IL6 KEGG_ECM_RECEPTOR_INTERACTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ECM_RECEPTOR_INTERACTION 75 0.3833653 1.8516302 0 0.032221224 GP1BA;COL6A2;COL6A3;GP1BB;COL5A2;COL6A1;LAMA1;VWF;HSPG2;TNN;FN1;ITGA9;GP9;COMP;IBSP;CD36;CHAD;GP5;VTN;THBS4;ITGA4;ITGA3;ITGA2B;ITGA7;ITGA5;COL5A1;COL4A6;ITGA11;SV2C;COL2A1;COL3A1;COL4A1;AGRN;COL4A2;COL4A4;ITGB3;ITGB4;RELN;ITGB5;ITGB6;ITGB7;LAMC2;ITGAV;ITGB1;LAMB2;SPP1;LAMB3;LAMC1;COL1A1;LAMA4;LAMA5;LAMB1;COL1A2;ITGA10;GP6;ITGA8;LAMB4;TNR;CD47;SV2A;CD44;DAG1;TNXB;LAMA3;LAMA2;SDC3;ITGB8;ITGA6;ITGA2;ITGA1;SV2B;TNC;COL11A1;LAMC3;COL11A2;HMMR;SDC2;SDC4;COL5A3;THBS3;COL6A6;THBS2;SDC1;THBS1 KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION 185 0.34204605 1.8193926 0 0.03087624 PTGFR;PTGER2;PTGER1;PTGER4;PTGER3;CALCRL;TACR3;PTGIR;ADRB3;ADRB2;HRH4;ADRA2C;ADRB1;TACR1;ADRA2A;ADRA2B;TACR2;GPR35;THRB;THRA;PTH2R;PTH1R;PRSS3;PRSS2;NPY5R;PRSS1;CGA;NPY1R;NPY2R;RXFP1;MCHR1;LPAR4;DRD1;DRD2;DRD3;DRD4;DRD5;TRHR;NMUR2;SSTR2;SSTR3;SSTR1;PRLR;PRL;C5AR1;UTS2R;BDKRB1;BDKRB2;NPBWR2;NPBWR1;PRLHR;CSH1;NPFFR2;TAAR6;NTSR2;APLNR;NMUR1;GPR83;GABRQ;PLG;C3AR1;AGTR1;GALR1;AGTR2;SSTR5;SSTR4;ADCYAP1R1;TSHR;GRIK1;TSHB;GRIK2;GRIK3;GRIA4;GRID1;GRID2;MC1R;TSPO;S1PR5;MC3R;MC2R;GABRR2;GRIA3;TRPV1;GRIA2;GRIA1;MTNR1A;LEPR;MTNR1B;LEP;MC4R;GABRD;MC5R;GABRE;GABRG1;GABRG2;GABRG3;GABRP;GABRR1;GABRB3;ADORA1;GABRB2;ADORA2A;GABRB1;FPR3;FPR2;FPR1;ADORA2B;HTR4;HTR5A;HTR6;HTR7;HTR2A;GALR3;HTR1F;HTR2C;OPRL1;GIPR;HTR2B;OPRM1;GALR2;OPRD1;OPRK1;GABRA5;GABRA6;AVPR2;GABRA3;GABRA4;AVPR1A;GABRA1;AVPR1B;GABRA2;HRH2;PTGDR;GABBR1;ADRA1D;ADRA1B;ADRA1A;GHR;FSHB;LPAR3;GHRHR;PTAFR;GHSR;MLNR;LHB;FSHR;LHCGR;GH1;GH2;ADORA3;GRIN3A;HRH1;GRIN3B;MAS1;F2;F2R;GCGR;CRHR2;P2RY10;GLRA2;OXTR;GLRA1;GLP1R;GLP2R;CRHR1;GPR50;P2RX4;P2RX5;P2RX1;GLRB;P2RX3;PPYR1;CCKAR;BRS3;F2RL1;TAAR1;CCKBR;MCHR2;F2RL2;NTSR1;NMBR;TAAR9;LPAR6;P2RY4;P2RY6;S1PR1;P2RY11;LPAR1;S1PR3;RXFP2;EDNRA;HTR1D;P2RY1;HTR1B;P2RX7;HTR1E;CTSG;P2RY2;HTR1A;GZMA;EDNRB;CHRM1;CHRNA10;CHRM2;CHRM4;CHRM3;LTB4R2;TAAR8;CNR2;CNR1;CYSLTR1;CALCR;GNRHR;GABBR2;TAAR5;LPAR2;VIPR2;VIPR1;GPR156;TAAR2;GRM4;GRM5;GRM2;KISS1R;GRM3;GRM8;CHRNG;CHRNE;GRM6;CHRND;HRH3;GRM7;GRM1;CHRNA9;F2RL3;CHRNA6;CHRNA5;GRIK5;CHRNA4;GRIN1;GRIN2A;CHRNA7;GRIN2B;CHRNA1;GRIN2C;CHRM5;GRIN2D;CHRNA3;CHRNA2;NR3C1;S1PR2;LTB4R;GRIK4;P2RY8;CHRNB1;CHRNB2;CHRNB3;CHRNB4;P2RX2;S1PR4;P2RY13;SCTR;P2RX6;P2RY14;NPFFR1;GRPR;GLRA3;CYSLTR2;TBXA2R;PARD3;HCRTR1;HCRTR2 KEGG_GLYCOSAMINOGLYCAN_DEGRADATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GLYCOSAMINOGLYCAN_DEGRADATION 15 0.5526946 1.7593553 0.016393442 0.045513522 HS3ST3A1;HPSE;HPSE2;GLB1;GUSB;HYAL3;GNS;HYAL4;HYAL1;HYAL2;SPAM1;HGSNAT;GALNS;IDUA;HS3ST3B1;SGSH;HEXB;NAGLU;HEXA;IDS;ARSB KEGG_TRYPTOPHAN_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_TRYPTOPHAN_METABOLISM 28 0.4746775 1.7355348 0.003787879 0.04599438 MAOB;MAOA;IDO2;AOX1;ALDH1B1;AANAT;ALDH2;WARS;IDO1;CAT;ACAT2;ACAT1;IL4I1;HADH;OGDH;TPH1;HADHA;DDC;AFMID;CYP1A1;CYP1A2;CYP1B1;ASMT;ECHS1;ALDH9A1;KMO;ALDH3A2;WARS2;EHHADH;OGDHL;GCDH;ALDH7A1;ABP1;INMT;TDO2;HAAO;KYNU;AADAT;TPH2;ACMSD KEGG_LYSOSOME http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_LYSOSOME 95 0.33305433 1.6500641 0 0.07488036 PLA2G15;AP3B2;GGA1;SLC11A1;PPT1;MFSD8;CTSZ;NAGPA;IGF2R;ARSG;ATP6V0A1;CTSW;ATP6V0B;LGMN;CTSS;AP4S1;LAMP2;ATP6AP1;LAPTM5;AP1S3;CLTCL1;AP4B1;AP3B1;LAMP3;ATP6V0A4;CTSL1;ABCB9;AP1B1;CTSK;SLC11A2;GNPTAB;SMPD1;CTSH;AP1G1;CTSG;CTSE;LAPTM4A;GM2A;LAMP1;CTSO;GGA2;CTSL2;AP3M1;CTSC;GBA;AP3D1;CD164;ATP6V1H;HGSNAT;ABCA2;DNASE2B;AGA;AP3M2;ATP6V0D2;ARSA;CTSD;CTSB;ARSB;TCIRG1;GNS;PPT2;DNASE2;SORT1;ASAH1;AP4E1;GALNS;AP4M1;PSAPL1;IDUA;IDS;ATP6V0C;GALC;GNPTG;NEU1;M6PR;GUSB;AP3S2;GLA;GGA3;ATP6V0A2;FUCA1;NPC2;ATP6V0D1;ENTPD4;SGSH;AP1M2;CD68;CD63;GLB1;CTSF;MANBA;MAN2B1;PSAP;CTNS;LIPA;AP1S2;AP1M1;LAPTM4B;NAPSA;HEXB;AP3S1;SUMF1;MCOLN1;AP1S1;HEXA;NPC1;SLC17A5;SCARB2;HYAL1;CLN5;CTSA;TPP1;CLTA;CLTB;CLN3;CLTC;ACP2;GAA;ACP5;NAGA;NAGLU KEGG_HISTIDINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_HISTIDINE_METABOLISM 19 0.48190346 1.6336741 0.03311258 0.07353205 CNDP1;MAOB;MAOA;ALDH1B1;ALDH2;METTL6;ALDH3A1;WBSCR22;HAL;HNMT;DDC;ACY3;ALDH1A3;METTL2B;ALDH3B1;ALDH3B2;ALDH9A1;ALDH3A2;HEMK1;LCMT2;UROC1;TRMT11;ABP1;ALDH7A1;FTCD;AMDHD1;ASPA;LCMT1;HDC KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES 17 0.48684072 1.6226999 0.022580646 0.070573576 B3GNT4;B3GNT2;ST3GAL6;B4GALT1;B3GNT5;FUT9;FUT7;FUT6;FUT5;FUT4;FUT3;FUT2;FUT1;B3GNT1;GCNT2;B3GNT3;B3GALT5;ABO;B4GALT3;B4GALT2;ST3GAL4;B4GALT4;ST3GAL3;B3GALT2;B3GALT1;ST8SIA1 KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450 http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450 47 0.35276392 1.4923606 0.021097047 0.16060473 CYP2F1;CYP2E1;AKR1C4;EPHX1;CYP3A5;UGT2B28;CYP3A4;GSTP1;GSTT2;GSTT1;AKR1C3;GSTZ1;CYP2C18;ADH1B;CYP2S1;ADH1C;ADH4;ADH5;GSTO1;ADH1A;GSTA5;MGST2;MGST1;MGST3;GSTA3;GSTM1;UGT2B11;CYP2C9;GSTA4;CYP2C19;GSTM4;CYP2C8;GSTM3;CYP2B6;GSTM2;UGT2A3;UGT1A4;UGT1A1;CYP3A7;UGT1A3;GSTM5;UGT1A10;UGT1A8;UGT1A7;GSTA1;UGT1A6;GSTA2;ALDH3A1;UGT1A5;GSTK1;AKR1C2;AKR1C1;CYP1A1;ADH7;CYP1A2;CYP1B1;ADH6;UGT2A1;ALDH1A3;ALDH3B1;ALDH3B2;CYP3A43;UGT1A9;DHDH;GSTO2;UGT2B10;UGT2B7;UGT2B4;UGT2B17;UGT2B15 KEGG_GLUTATHIONE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GLUTATHIONE_METABOLISM 32 0.3741489 1.4871026 0.025270758 0.15315877 SRM;GGT1;GSTP1;GSTT2;GSTT1;GSTZ1;RRM2B;SMS;PGD;GSTO1;GSTA5;MGST2;LAP3;MGST1;MGST3;GSTA3;GSTM1;GPX7;GSTA4;GPX6;GSTM4;GGCT;GSTM3;GSTM2;GSTM5;GSTA1;GSTA2;GSR;GSS;RRM1;RRM2;GCLC;GSTK1;GPX5;TXNDC12;GPX1;GPX2;GPX3;IDH2;GPX4;IDH1;OPLAH;GCLM;GGT6;ANPEP;GGT7;GSTO2;GGT5;G6PD;ODC1 KEGG_DRUG_METABOLISM_CYTOCHROME_P450 http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_DRUG_METABOLISM_CYTOCHROME_P450 51 0.34687644 1.4644692 0.017857144 0.16345826 CYP2E1;CYP3A5;UGT2B28;CYP3A4;GSTP1;GSTT2;GSTT1;GSTZ1;CYP2C18;CYP2D6;ADH1B;FMO4;ADH1C;ADH4;ADH5;GSTO1;ADH1A;GSTA5;MGST2;MGST1;FMO1;FMO2;MGST3;FMO3;GSTA3;GSTM1;UGT2B11;CYP2C9;FMO5;GSTA4;CYP2C19;GSTM4;CYP2C8;GSTM3;CYP2B6;GSTM2;UGT2A3;CYP2A13;UGT1A4;UGT1A1;CYP3A7;UGT1A3;GSTM5;UGT1A10;UGT1A8;UGT1A7;GSTA1;UGT1A6;MAOB;GSTA2;MAOA;AOX1;ALDH3A1;UGT1A5;GSTK1;CYP2A6;CYP2A7;ADH7;CYP1A2;ADH6;UGT2A1;ALDH1A3;ALDH3B1;ALDH3B2;CYP3A43;UGT1A9;GSTO2;UGT2B10;UGT2B7;UGT2B4;UGT2B17;UGT2B15 KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY 41 0.35111028 1.4512514 0.03305785 0.16658567 TRIP6;CASP8;CHUK;TAB3;CXCL1;RIPK2;TNF;BIRC3;CCL2;XIAP;CCL5;NOD1;CARD6;CCL13;CCL11;CCL8;CARD8;CCL7;MEFV;IL8;MAPK9;MAPK10;MAPK11;ERBB2IP;MAPK13;CASP5;IKBKB;NOD2;MAP3K7;CASP1;CARD18;TNFAIP3;SUGT1;MAPK3;PSTPIP1;NFKB1;NFKBIB;NFKBIA;MAPK1;IKBKG;CARD9;MAPK8;MAPK14;MAPK12;IL18;RELA;PYDC1;TRAF6;HSP90AA1;PYCARD;TAB2;NLRC4;IL1B;HSP90B1;NLRP3;NLRP1;NAIP;BIRC2;CXCL2;HSP90AB1;TAB1;IL6 KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM 71 0.30955362 1.4287797 0.030927835 0.17915393 CACNA2D1;CACNB1;LOC100418883;CACNB2;CACNB3;CACNB4;CACNG1;TNF;ITGA9;IGF1;RYR2;CACNG8;LMNA;CACNG6;ATP2A2;CACNG7;ITGA4;TPM2;ITGA3;TPM1;ITGA2B;ITGA7;ITGA5;EMD;ITGA11;PRKAG2;DMD;CACNA2D3;CACNA1D;SLC8A1;LOC646821;CACNA1C;TNNI3;CACNA1F;ITGB3;CACNA2D2;CACNA1S;ITGB4;PRKAG3;TNNC1;ITGB5;ITGB6;ITGB7;ITGAV;ITGB1;TPM4;ACTC1;ACTG1;CACNA2D4;MYBPC3;TPM3;ITGA10;SGCD;SGCG;SGCA;ITGA8;SGCB;CACNG2;DAG1;CACNG3;LAMA2;TGFB2;MYL3;TNNT2;MYL2;TGFB1;PRKAB2;PRKAB1;PRKAA2;ITGB8;PRKAA1;TTN;ACTB;ITGA6;TGFB3;ITGA2;ITGA1;CACNG5;CACNG4;PRKAG1;DES;MYH7;MYH6;ACE;IL6 KEGG_STEROID_HORMONE_BIOSYNTHESIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_STEROID_HORMONE_BIOSYNTHESIS 37 0.34722406 1.4178628 0.0546875 0.17897487 SRD5A3;AKR1C4;CYP3A5;HSD3B2;UGT2B28;HSD3B1;COMT;SULT2B1;CYP3A4;CYP7A1;CYP11A1;AKR1C3;HSD11B2;SULT1E1;HSD11B1;HSD17B2;HSD17B3;CYP21A2;HSD17B1;CYP19A1;CYP17A1;CYP11B2;CYP11B1;HSD17B6;HSD17B7;UGT2B11;UGT2A3;UGT1A4;CYP3A7;UGT1A1;UGT1A3;UGT1A10;UGT1A8;UGT1A7;UGT1A6;UGT1A5;HSD17B8;AKR1C2;AKR1C1;CYP1A1;CYP1B1;STS;UGT2A1;SRD5A2;SRD5A1;CYP3A43;CYP7B1;UGT1A9;AKR1D1;HSD17B12;UGT2B10;UGT2B7;UGT2B4;UGT2B17;UGT2B15 KEGG_CHEMOKINE_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CHEMOKINE_SIGNALING_PATHWAY 154 0.26385397 1.4158334 0 0.1713614 CCL26;STAT3;STAT1;STAT2;CCL3L1;CCL2;GNB4;CCL3;ADRBK2;ADRBK1;CCL5;CCL4;CX3CR1;CCL13;CCL11;CCL8;CCL7;CCL3L3;ROCK1;PTK2;BRAF;CXCL14;VAV1;CCL14;CCL15;IKBKB;AKT1;AKT2;JAK3;SHC4;DOCK2;JAK2;CCL18;GRK7;ARRB2;CCL17;ARRB1;CCL20;VAV2;CCL19;AKT3;NRAS;CCL21;CCL23;TIAM1;CCL22;GNG13;STAT5B;NFKB1;GRK1;NFKBIB;NFKBIA;CCL16;PIK3R5;RELA;GNG7;GNG5;KRAS;SHC3;FGR;GNB3;GNB2;CCL24;PRKX;GNG4;GNG3;GNAI1;GNG10;GNAI2;GNG11;GNGT1;CX3CL1;GNGT2;XCL1;CXCL5;ADCY3;CXCL11;GNG2;ADCY2;CXCL6;ADCY1;CCR9;CCR2;CCL25;PXN;CXCR3;CSK;CCL4L1;FOXO3;PRKACA;BCAR1;PRKACB;GNB5;PRKACG;PAK1;GNAI3;CRK;CXCL12;CCR10;GNB1;CRKL;CCL4L2;XCR1;PTK2B;CDC42;PLCB2;SOS2;ADCY8;CXCL10;PLCB1;ADCY9;ADCY6;CHUK;RAF1;PRKCB;ADCY7;CXCL1;SHC1;PLCB3;PLCB4;ADCY5;CXCR5;CCL27;WAS;PREX1;RHOA;CXCR4;CXCR2;GNG8;CXCR1;CCL28;PRKCD;HCK;IL8;RAC2;WASL;RASGRP2;MAP2K1;ADCY4;CCR3;CCR4;CXCR6;CCR5;PRKCZ;CCR6;CCR7;CCR8;GRB2;MAPK3;CXCL16;RAC1;SOS1;MAPK1;IKBKG;HRAS;GSK3B;CCR1;GSK3A;XCL2;ITK;CCL1;CXCL13;GNG12;ROCK2;RAP1A;PIK3R3;RAP1B;TIAM2;PF4;PPBPL1;CXCL2;CXCL3;PF4V1;GRK6;PIK3CA;PIK3CB;CXCL9;PIK3CD;NCF1;ELMO1;SHC2;PPBP;GRK4;PARD3;GRK5;PIK3CG;PIK3R1;VAV3;LYN;PIK3R2 KEGG_TYROSINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_TYROSINE_METABOLISM 34 0.36128283 1.3957839 0.05185185 0.18343663 MAOB;MAOA;HPD;AOX1;AOC2;TYR;HGD;METTL6;ALDH3A1;COMT;AOC3;WBSCR22;IL4I1;GSTZ1;DDC;ADH7;DBH;ADH6;METTL2B;ADH1B;ALDH1A3;ADH1C;ALDH3B1;ADH4;ALDH3B2;ADH5;HEMK1;ADH1A;GOT2;LCMT2;TRMT11;GOT1;TYRP1;TAT;MIF;NAT6;PNMT;DCT;LCMT1;TPO;TH;FAH KEGG_FOCAL_ADHESION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_FOCAL_ADHESION 172 0.25939113 1.3935105 0 0.17534557 JUN;LOC100418883;ELK1;HGF;PARVA;FN1;TNN;IGF1;BIRC3;XIAP;COMP;THBS4;IGF1R;DIAPH1;ITGA11;PGF;PARVG;ROCK1;PTK2;MYL7;FLT1;FLT4;AKT1;RELN;AKT2;LAMC2;MYL12A;LAMB2;LAMB3;LAMC1;LAMA4;LAMA5;LAMB1;PAK6;PIK3R5;CAPN2;LAMB4;FLNC;FLNA;FLNB;MYL2;MYLK;MYL5;PIP5K1C;MET;MYL10;BIRC2;COL11A1;LAMC3;COL11A2;THBS3;THBS2;THBS1;VWF;ZYX;IBSP;VTN;PDGFD;PPP1R12A;BAD;ACTN4;ACTN1;MAPK9;MAPK10;LOC646821;MAP2K1;RASGRF1;ILK;RAPGEF1;GRB2;PPP1CC;PPP1CB;ACTG1;ITGA10;HRAS;ITGA8;CTNNB1;MYL12B;ACTB;ROCK2;PTEN;RAP1A;PIK3R3;RAP1B;TNC;CAV2;CAV1;CAV3;COL5A3;TLN1;VAV3;COL6A2;COL6A3;COL5A2;COL6A1;LAMA1;ITGA9;CHAD;PAK4;ITGA4;ITGA3;ITGA2B;ITGA7;ITGA5;COL5A1;COL4A6;PDGFRB;COL2A1;COL3A1;COL4A1;PARVB;COL4A2;BRAF;COL4A4;VAV1;PDPK1;ITGB3;ITGB4;VASP;ITGB5;SHC4;ITGB6;DOCK1;ITGB7;ITGAV;ITGB1;AKT3;VAV2;SPP1;COL1A1;COL1A2;TLN2;PDGFC;VCL;SHC3;VEGFA;VEGFC;ITGB8;VEGFB;PXN;PAK7;CCND1;PDGFA;BCL2;PDGFB;PDGFRA;ARHGAP5;BCAR1;PAK1;FIGF;CRK;CRKL;CCND2;CDC42;ACTN2;CCND3;ACTN3;SOS2;PAK3;PRKCB;RAF1;PRKCA;SHC1;PAK2;MYL9;RHOA;PRKCG;MYLPF;ERBB2;RAC2;RAC3;KDR;MYLK2;PPP1CA;MAPK3;ARHGAP35;RAC1;SOS1;MAPK1;MAPK8;EGFR;GSK3B;TNR;EGF;LAMA3;TNXB;LAMA2;ITGA6;ITGA2;SRC;ITGA1;PIK3CA;PIK3CB;PIK3CD;SHC2;COL6A6;MYLK3;FYN;PIK3CG;PIK3R1;PIK3R2 KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION 53 0.31349567 1.3905355 0.032863848 0.16970643 JUN;JAM3;ATP6V1G1;CHUK;PTPN11;CXCL1;MAP2K4;CCL5;NOD1;ADAM17;ATP6V0A1;ATP6V1G2;ATP6V0B;ATP6V1G3;CXCR2;ATP6AP1;CXCR1;IL8;F11R;MAPK9;MAPK10;MAPK11;MAPK13;IKBKB;ATP6V1F;ATP6V0A4;CASP3;ATP6V0A2;ATP6V0D1;NFKB1;RAC1;NFKBIA;JAM2;IKBKG;MAPK8;MAPK14;MAPK12;EGFR;RELA;ATP6V0E2;ATP6V1H;ATP6V1E2;PTPRZ1;ATP6V0D2;MAP3K14;ATP6V0E1;ATP6V1C2;ADAM10;TJP1;MET;CSK;SRC;TCIRG1;IGSF5;PAK1;GIT1;ATP6V1D;ATP6V1A;PLCG1;PLCG2;HBEGF;ATP6V1E1;ATP6V1B2;LYN;ATP6V1B1;CDC42;ATP6V1C1;ATP6V0C KEGG_CELL_ADHESION_MOLECULES_CAMS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CELL_ADHESION_MOLECULES_CAMS 95 0.27687812 1.3645386 0.00729927 0.19070621 CDH5;JAM3;CDH3;NLGN3;CDH4;CD80;NLGN1;CD86;CD28;CD274;PDCD1LG2;ITGA9;ITGAL;NRCAM;ITGAM;CD34;CD276;ICOSLG;CADM3;ITGA4;ICOS;SIGLEC1;CADM1;HLA-G;CLDN20;PECAM1;CD22;ITGB7;SELL;VCAM1;ITGAV;SELP;SPN;ITGB1;SELPLG;ITGB2;CDH2;JAM2;CTLA4;HLA-DRB4;CLDN18;CD4;HLA-DRB5;CNTN1;NLGN2;HLA-DRB3;NRXN3;ALCAM;SELE;CD8A;CD8B;CD6;CLDN17;L1CAM;ITGB8;MAG;VCAN;HLA-F;NFASC;HLA-E;NRXN1;HLA-DPA1;HLA-DPB1;HLA-DQA1;HLA-DQA2;HLA-DQB1;NRXN2;CD2;CLDN16;CLDN23;MADCAM1;SDC2;SDC4;SDC1;OCLN;PVR;HLA-DRB1;PVRL2;CDH1;HLA-DRA;PVRL1;HLA-DOA;HLA-DOB;CLDN10;ICAM2;ICAM3;CLDN8;CLDN2;CLDN6;CLDN5;CLDN1;ICAM1;NEO1;HLA-C;HLA-B;ESAM;HLA-DMB;HLA-DMA;HLA-A;F11R;PDCD1;CLDN19;PTPRF;CLDN15;CD226;CD99;CLDN22;CNTNAP2;MPZ;MPZL1;PTPRC;PVRL3;ITGA8;NCAM2;NCAM1;CD58;NEGR1;CLDN11;LOC652614;SDC3;CLDN7;CLDN4;PTPRM;CLDN3;ITGA6;CNTN2;CD40LG;CNTNAP1;CD40;GLG1;CDH15;CLDN14;NLGN4X;CLDN9 KEGG_ACUTE_MYELOID_LEUKEMIA http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ACUTE_MYELOID_LEUKEMIA 50 0.30190542 1.3286844 0.07111111 0.22760028 SOS2;CHUK;STAT3;ZBTB16;RAF1;RARA;PML;JUP;MTOR;CEBPA;LEF1;EIF4EBP1;BAD;PIM2;MAP2K2;BRAF;MAP2K1;KIT;FLT3;SPI1;IKBKB;AKT1;AKT2;RPS6KB1;NRAS;AKT3;RPS6KB2;LOC652671;GRB2;STAT5B;MAPK3;TCF7;STAT5A;NFKB1;MYC;SOS1;TCF7L2;MAPK1;RUNX1;PIK3R5;IKBKG;HRAS;LOC652799;RUNX1T1;RELA;KRAS;LOC652346;CCNA1;ARAF;CCND1;PIK3R3;TCF7L1;PPARD;PIK3CA;PIK3CB;PIM1;PIK3CD;PIK3CG;PIK3R1;PIK3R2 KEGG_DILATED_CARDIOMYOPATHY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_DILATED_CARDIOMYOPATHY 77 0.27330446 1.2982701 0.05263158 0.26054415 CACNA2D1;CACNB1;LOC100418883;CACNB2;ADCY8;CACNB3;ADCY9;CACNB4;ADCY6;CACNG1;ADCY7;ADCY5;TNF;ITGA9;IGF1;RYR2;CACNG8;CACNG6;LMNA;CACNG7;ATP2A2;ADRB1;ITGA4;TPM2;ITGA3;TPM1;ITGA2B;ITGA7;ITGA5;EMD;ITGA11;DMD;CACNA2D3;CACNA1D;SLC8A1;LOC646821;CACNA1C;TNNI3;CACNA1F;ITGB3;CACNA2D2;CACNA1S;ITGB4;ADCY4;TNNC1;ITGB5;ITGB6;ITGB7;ITGAV;ITGB1;TPM4;ACTC1;ACTG1;CACNA2D4;MYBPC3;TPM3;ITGA10;SGCD;SGCG;SGCA;ITGA8;SGCB;CACNG2;DAG1;CACNG3;PRKX;PLN;LAMA2;TGFB2;MYL3;TNNT2;MYL2;TGFB1;ADCY3;ADCY2;ADCY1;ITGB8;TTN;ACTB;ITGA6;TGFB3;ITGA2;ITGA1;CACNG5;CACNG4;PRKACA;PRKACB;PRKACG;GNAS;DES;MYH7;MYH6 KEGG_LINOLEIC_ACID_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_LINOLEIC_ACID_METABOLISM 18 0.38912198 1.2914412 0.11960133 0.26103017 CYP2E1;CYP3A5;CYP2J2;CYP3A4;PLA2G3;AKR1B10;CYP2C18;CYP1A2;ALOX15;PLA2G4E;JMJD7-PLA2G4B;PLA2G6;PLA2G2E;PLA2G10;PLA2G2A;PLA2G4A;CYP3A43;PLA2G5;PLA2G12B;PLA2G4B;PLA2G2F;PLA2G2C;PLA2G2D;CYP2C9;PLA2G12A;CYP2C19;CYP2C8;CYP3A7;PLA2G1B KEGG_PENTOSE_PHOSPHATE_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PENTOSE_PHOSPHATE_PATHWAY 20 0.37769234 1.2721459 0.12745099 0.2776658 RPE;RPIA;PGM2;PGLS;PRPS2;FBP2;PFKM;PFKL;TALDO1;TKT;FBP1;TKTL2;PGD;RBKS;ALDOA;ALDOC;ALDOB;H6PD;LOC729020;PRPS1L1;PRPS1;DERA;G6PD;PGM1;TKTL1;PFKP;GPI KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION 35 0.31593853 1.2659663 0.119521916 0.2776388 PIK3R5;SFN;NR3C2;PRKCB;PRKCA;FXYD4;KRAS;FXYD2;IGF1;SCNN1G;SCNN1B;SCNN1A;ATP1B2;KCNJ1;ATP1B3;ATP1A4;ATP1B1;NEDD4L;INS;PRKCG;PIK3R3;HSD11B2;HSD11B1;SLC9A3R2;PDPK1;ATP1A1;IRS2;ATP1A3;ATP1A2;PIK3CA;PIK3CB;PIK3CD;MAPK3;IRS1;SGK1;ATP1B4;INSR;PIK3CG;IRS4;PIK3R1;PIK3R2;MAPK1 KEGG_VIBRIO_CHOLERAE_INFECTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_VIBRIO_CHOLERAE_INFECTION 41 0.3036174 1.2587142 0.11570248 0.27972767 LOC100418883;ATP6V1G1;PDIA4;ADCY9;PRKCB;SLC12A2;SEC61B;PRKCA;TJP2;KDELR3;ATP6V0A1;ATP6V1G2;KDELR2;ATP6V0B;ATP6V1G3;ATP6AP1;PRKCG;CFTR;LOC646821;ATP6V1F;ERO1L;ATP6V0A4;ATP6V0A2;ATP6V0D1;KCNQ1;ARF1;ACTG1;ATP6V0E2;SEC61G;ATP6V1H;PRKX;ATP6V1E2;MUC2;KDELR1;ADCY3;ATP6V0D2;ATP6V0E1;ATP6V1C2;ACTB;TJP1;TCIRG1;PRKACA;PRKACB;PRKACG;GNAS;ATP6V1D;SEC61A2;ATP6V1A;PLCG1;PLCG2;ATP6V1E1;ATP6V1B2;ATP6V1B1;SEC61A1;ATP6V1C1;ATP6V0C KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION 19 0.36543787 1.252938 0.15820895 0.2795197 SLC25A10;GLUD2;PCK2;CA2;CA4;PCK1;GLS2;FXYD2;MDH1;SLC38A3;ATP1A1;GLUD1;ATP1A3;SLC4A4;ATP1A2;GLS;ATP1B2;ATP1B3;ATP1A4;ATP1B1;AQP1;ATP1B4;SLC9A3 KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM 26 0.33205104 1.2360629 0.15328467 0.2987829 ALAS1;COX10;UGT1A10;ALAS2;UGT1A8;UGT1A7;ALAD;UGT1A6;CPOX;BLVRA;UGT2B28;BLVRB;UGT1A5;UROS;HCCS;UGT2A1;GUSB;FTMT;UGT1A9;MMAB;FECH;HMOX1;HMOX2;UGT2B11;PPOX;FTH1;UGT2B10;UGT2B7;UROD;UGT2B4;COX15;HMBS;CP;UGT2A3;UGT1A4;EARS2;UGT2B17;UGT1A1;EPRS;UGT2B15;UGT1A3 KEGG_PPAR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PPAR_SIGNALING_PATHWAY 51 0.2802184 1.2341532 0.14611872 0.29165253 SLC27A5;SLC27A4;SORBS1;ACADL;CYP4A11;ACADM;APOA2;CD36;FADS2;APOA1;CYP7A1;SLC27A1;SCD;CYP8B1;UCP1;DBI;NR1H3;ACSL6;ME1;MMP1;GK;GK2;APOA5;RXRB;RXRG;PLTP;PDPK1;RXRA;ILK;APOC3;ACOX2;ACOX3;CYP27A1;OLR1;CPT2;ACAA1;CPT1B;ANGPTL4;SLC27A2;LPL;FABP1;CPT1A;PCK2;FABP4;CPT1C;FABP2;PCK1;SCP2;PPARA;AQP7;PLIN1;CYP4A22;FABP3;FABP5;FABP6;FABP7;ACSL5;ADIPOQ;SLC27A6;HMGCS2;EHHADH;UBC;PPARG;PPARD;ACSL1;SCD5;ACOX1;ACSL3;ACSL4 KEGG_REGULATION_OF_ACTIN_CYTOSKELETON http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_REGULATION_OF_ACTIN_CYTOSKELETON 156 0.22181194 1.183448 0.13592233 0.3760006 LOC100418883;BRK1;FN1;ENAH;DIAPH1;SSH2;RRAS2;ITGA11;ROCK1;PTK2;MYL7;ARHGEF7;ARPC4;CD14;FGD3;ARPC5;MYL12A;NRAS;ARPC1B;ARPC3;TIAM1;SCIN;PAK6;PFN1;PFN2;PIK3R5;IQGAP3;KRAS;CFL2;CFL1;MYL2;MYLK;BDKRB1;MYL5;PIP5K1C;BDKRB2;CSK;MYL10;APC;PIP4K2C;MYH9;ARPC5L;MYH10;ARHGEF4;FGF9;FGF8;FGF7;FGF6;FGF5;WAS;PDGFD;FGF3;FGF4;FGF1;FGF2;FGD1;PPP1R12A;FGF21;ACTN4;ACTN1;MAP2K2;LOC646821;MAP2K1;ARHGEF12;FGFR2;FGFR4;FGFR3;FGFR1;FGF14;FGF17;FGF16;FGF10;FGF11;IQGAP1;FGF12;PPP1CC;FGF13;PPP1CB;ACTG1;ITGA10;HRAS;ITGA8;PFN3;FGF23;LIMK2;LIMK1;FGF18;MYL12B;PIP4K2A;ACTB;LOC653888;ROCK2;MOS;PIK3R3;TMSB4Y;GIT1;MSN;ARPC1A;BAIAP2;IQGAP2;NCKAP1;VAV3;ABI2;F2;F2R;ARHGEF6;ITGA9;ITGAL;ITGAM;ITGAD;ITGAE;PAK4;ITGA4;ITGA3;ITGA2B;APC2;ITGA7;ITGA5;MYH14;PDGFRB;PIP4K2B;WASF2;BRAF;SLC9A1;DIAPH3;VAV1;WASF1;ITGB3;PIKFYVE;ITGB4;ITGB5;DOCK1;ITGB6;PIP5K1A;ITGB7;PIP5K1B;ITGAV;ITGB1;ITGAX;VAV2;ITGB2;FGF20;PFN4;GNA12;PDGFC;VCL;GNA13;CHRM1;CHRM2;CYFIP1;CHRM4;CHRM3;ITGB8;RDX;PXN;CYFIP2;PAK7;PDGFA;FGF22;PDGFB;PDGFRA;TMSB4X;BCAR1;PAK1;CRK;EZR;CRKL;CDC42;ACTN2;ACTN3;SOS2;PAK3;RAF1;PAK2;MYL9;RHOA;TMSL3;INS;MYLPF;RAC2;WASL;CHRM5;RAC3;MYLK2;SSH3;PPP1CA;MAPK3;ARHGAP35;INSRR;ARPC2;FGF19;RAC1;SOS1;MAPK1;GSN;EGFR;EGF;SSH1;NCKAP1L;RRAS;ARAF;GNG12;MRAS;ITGA6;DIAPH2;ITGA2;ITGA1;TIAM2;PIK3CA;PIK3CB;PIK3CD;ARHGEF1;MYLK3;PIK3CG;PIK3R1;PIK3R2 KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY 56 0.2632097 1.1786383 0.16129032 0.37372917 STAT3;CHUK;PTPN11;PPARGC1A;NPY;TNF;SLC2A4;CD36;SLC2A1;MTOR;ADIPOR2;PRKAG2;ACSL6;POMC;MAPK9;MAPK10;PRKCQ;RXRB;RXRG;IKBKB;PRKAG3;RXRA;TNFRSF1B;ADIPOR1;AKT1;AKT2;TNFRSF1A;JAK2;LEPR;AKT3;CPT1B;LEP;ACACB;NFKB1;NFKBIB;NFKBIA;NFKBIE;IKBKG;MAPK8;CPT1A;PCK2;CPT1C;PCK1;RELA;STK11;PPARA;TRAF2;PRKAB2;PRKAB1;PRKAA2;PRKAA1;SOCS3;TRADD;ACSL5;ADIPOQ;G6PC2;IRS2;ACSL1;AGRP;PRKAG1;G6PC;IRS1;CAMKK1;CAMKK2;IRS4;ACSL3;ACSL4 KEGG_MELANOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_MELANOGENESIS 74 0.24716079 1.17406 0.14689265 0.37158945 CALM2;CALM1;TYR;CREB3L1;FZD1;FZD4;FZD6;FZD7;LEF1;CREBBP;CREB3;FZD8;FZD9;POMC;WNT9B;WNT9A;CREB1;WNT2B;WNT11;EDN1;WNT10B;NRAS;EDNRB;LOC652799;KRAS;PRKX;GNAI1;GNAI2;CALML5;ADCY3;ADCY2;ADCY1;CREB3L3;WNT5B;CAMK2A;CAMK2B;CAMK2D;CAMK2G;PRKACA;GNAQ;PRKACB;PRKACG;GNAS;GNAI3;WNT16;GNAO1;CALML3;DCT;CALM3;PLCB2;ADCY8;ADCY9;PLCB1;ADCY6;ADCY7;PRKCB;RAF1;PLCB3;PRKCA;PLCB4;ADCY5;CREB3L4;ASIP;KITLG;PRKCG;MC1R;WNT3A;DVL3;DVL2;MAP2K2;MAP2K1;KIT;FZD3;DVL1;ADCY4;TYRP1;WNT4;WNT10A;MAPK3;TCF7;MAPK1;TCF7L2;HRAS;WNT1;EP300;GSK3B;WNT7A;WNT7B;WNT8A;WNT8B;WNT2;WNT3;WNT5A;CTNNB1;WNT6;FZD10;CREB3L2;FZD5;TCF7L1;MITF;FZD2;CALML6 KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM 29 0.31246662 1.1646156 0.20608108 0.38094234 MPI;PMM2;PMM1;FBP2;PFKM;GMDS;PFKFB4;PFKL;MTMR6;TPI1;PHPT1;PFKFB3;FUK;PFKFB2;MTMR1;PFKFB1;AKR1B10;FPGT;KHK;FBP1;MTMR2;HK2;HK3;HK1;ALDOA;ALDOC;ALDOB;MTMR7;TSTA3;AKR1B1;SORD;GMPPA;PFKP;GMPPB KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY 85 0.23461442 1.151157 0.17582418 0.39626375 JUN;CD80;CD86;STAT1;TLR9;CCL3;MYD88;CCL5;MAP2K4;CCL4;LBP;RIPK1;TLR6;IKBKB;LY96;MAP3K8;MAP3K7;AKT1;AKT2;CD14;CTSK;AKT3;SPP1;IKBKE;NFKB1;NFKBIA;PIK3R5;TLR5;TIRAP;MAPK14;MAPK12;RELA;TRAF6;TRAF3;TOLLIP;CXCL11;TAB2;TLR7;TLR8;CXCL10;CASP8;TICAM1;CHUK;TNF;IFNA5;IFNA4;IFNA2;FADD;IFNA1;IRAK4;IL8;MAPK9;IL12B;MAPK10;MAPK11;MAP2K2;MAP2K3;IL12A;MAPK13;MAP2K1;MAP2K7;MAP2K6;IFNA17;IFNA21;IFNA6;IFNA7;IFNA8;IFNA10;IFNA13;IFNA14;IFNA16;MAPK3;RAC1;MAPK1;IRF3;IKBKG;MAPK8;IFNB1;IFNAR1;IFNAR2;TICAM2;IL1B;IRAK1;CD40;PIK3R3;TBK1;PIK3CA;CXCL9;PIK3CB;PIK3CD;TLR3;TLR4;TAB1;TLR1;FOS;TLR2;IRF5;PIK3CG;IL6;PIK3R1;IRF7;PIK3R2 KEGG_JAK_STAT_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_JAK_STAT_SIGNALING_PATHWAY 118 0.22317958 1.1491748 0.13422818 0.3891352 STAT3;STAT4;STAT1;STAT2;PIAS3;TYK2;IL21R;CREBBP;SOCS5;IL23A;CTF1;STAM;SPRY4;IL22;JAK1;AKT1;AKT2;JAK3;JAK2;AKT3;STAT5B;STAT5A;TPO;STAT6;MYC;IL24;SPRED1;PIK3R5;CSF2;IL13RA2;PIAS1;IL13RA1;CNTF;PRLR;CNTFR;PRL;SOCS1;IFNE;CSF2RB;CSF2RA;IL23R;CSF3;SOCS3;CCND1;IL22RA2;CSH1;BCL2L1;CSF3R;PIAS4;CBLC;CLCF1;OSMR;IL20;CCND2;CCND3;SOS2;EPO;PTPN11;IL9R;MPL;SPRED2;IFNA5;IFNA4;IFNA2;IL28RA;SOCS2;IFNA1;CISH;PTPN6;IL9;IL7R;IL12RB1;IL12B;IL13;IL12RB2;IL11RA;IL12A;IRF9;IFNA17;PIAS2;IFNA21;IFNA6;LEPR;IFNA7;IFNA8;IFNA10;IFNA13;GRB2;IFNA14;LEP;IFNA16;IL26;IL19;IL10;IL10RA;SOS1;IL10RB;EPOR;IL11;IL3RA;IL3;EP300;IL2RG;IL2RB;CBLB;OSM;CBL;IL15RA;IFNGR2;IL15;IFNG;IFNGR1;IFNB1;IFNAR1;IFNAR2;IL21;IL20RB;IL2RA;IL22RA1;IL20RA;IL2;IL6R;PIK3R3;CRLF2;IFNK;SPRY2;IL6ST;SPRY1;IL7;STAM2;GHR;IL28B;IL29;SOCS4;PIK3CA;PIK3CB;PIM1;IL28A;PIK3CD;LIF;GH1;GH2;IFNW1;LIFR;TSLP;IL4;IL4R;SPRY3;IL5;PIK3CG;SOCS7;IL5RA;PIK3R1;IL6;PIK3R2 KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS 78 0.23859406 1.1300524 0.18666667 0.4180348 FCGR1A;SPHK1;PIP4K2B;WASF2;PLA2G6;VAV1;WASF1;PLA2G4B;PIKFYVE;VASP;AKT1;AKT2;PIP5K1A;AMPH;DOCK2;PIP5K1B;ARPC4;ARPC5;AKT3;VAV2;ARPC1B;ARPC3;SCIN;WASF3;FCGR2A;FCGR3A;FCGR2B;PIK3R5;DNM2;CFL2;CFL1;PIP5K1C;PLA2G4E;ASAP2;DNM3;PAK1;CRK;CRKL;PLCG1;PLCG2;PLD1;ARPC5L;PLD2;CDC42;PRKCB;RAF1;PRKCA;ARF6;WAS;FCGR2C;PRKCG;PRKCD;INPP5D;HCK;PRKCE;RAC2;MYO10;WASL;PLA2G4A;DNM1L;MAP2K1;DNM1;MARCKS;RPS6KB1;RPS6KB2;ASAP3;MAPK3;PLA2G4F;ARPC2;RAC1;PTPRC;MAPK1;MARCKSL1;GSN;GAB2;SPHK2;LAT;PPAP2B;LIMK2;LIMK1;SYK;LOC653888;PLA2G4D;PIK3R3;PIK3CA;PPAP2A;PIK3CB;PPAP2C;PIK3CD;ARPC1A;NCF1;PIK3CG;ASAP1;LYN;VAV3;PIK3R1;PIK3R2 KEGG_PATHWAYS_IN_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PATHWAYS_IN_CANCER 259 0.1915029 1.1011512 0.11111111 0.4719702 JUN;STAT3;TFG;STAT1;HGF;BIRC5;FN1;BIRC3;IGF1;XIAP;PML;JUP;HHIP;IGF1R;FZD1;FZD4;GSTP1;FZD6;FZD7;FZD8;LEF1;FZD9;MSH6;PGF;CTBP2;CTBP1;WNT9B;PTK2;WNT9A;PTGS2;HIF1A;FLT3;FLT3LG;ABL1;WNT2B;JAK1;WNT11;AKT1;WNT10B;AKT2;LAMC2;SMO;NRAS;LAMB2;ARNT;TPR;LAMB3;AXIN1;LAMC1;AXIN2;STAT5B;STAT5A;LAMA4;LAMA5;NFKB2;LAMB1;NFKB1;CTNNA1;NFKBIA;TPM3;MYC;PIK3R5;CSF1R;SHH;LAMB4;CCDC6;NCOA4;KRAS;CSF2RA;TRAF6;TGFB2;TRAF5;TRAF3;TGFB1;TRAF2;RBX1;TGFBR2;TRAF1;TGFBR1;HSP90B1;MET;TGFB3;RALB;RALA;FOXO1;CSF3R;BIRC2;APC;SUFU;PIAS4;LAMC3;CBLC;WNT16;PLCG1;PLCG2;PLD1;BCR;PAX8;CASP9;MAX;CASP8;RARB;FGF9;RARA;FGF8;FGF7;FGF6;FGF5;MTOR;FGF3;FGF4;KITLG;FGF1;PTCH2;FGF2;FGF21;BAD;MAPK9;MAPK10;WNT3A;MAP2K2;MECOM;NOS2;BAX;MAP2K1;FGFR2;FZD3;KIT;RB1;CASP3;FGFR3;PIAS2;FGFR1;FGF14;FGF17;FGF16;FGF10;CUL2;GRB2;FGF11;FGF12;WNT10A;FGF13;WNT4;SMAD3;ETS1;SMAD4;SMAD2;RUNX1;IKBKG;HRAS;WNT1;RUNX1T1;WNT7A;CBLB;WNT7B;CBL;WNT8A;LOC652346;WNT8B;WNT2;CTNNA2;FGF23;WNT3;RASSF5;WNT5A;WNT6;CTNNB1;CCNA1;FGF18;STK4;STK36;FZD10;FZD5;PTEN;PIK3R3;TCF7L1;RALGDS;PTCH1;MITF;CTNNA3;FOS;LAMA1;PIAS3;NKX3-1;ITGA3;APC2;ITGA2B;CREBBP;COL4A6;PDGFRB;MMP2;BRCA2;COL4A1;MMP1;BRAF;COL4A2;MMP9;MLH1;COL4A4;SPI1;IKBKB;MDM2;ARNT2;ITGAV;ITGB1;AKT3;LOC652671;EGLN2;DAPK3;EGLN3;DAPK1;PIAS1;FGF20;LOC652799;RELA;APPL1;FH;VEGFA;HSP90AA1;VEGFC;VEGFB;WNT5B;CCND1;TRAF4;BCL2;PDGFA;FGF22;PDGFB;BCL2L1;PDGFRA;MSH2;VHL;FIGF;RALBP1;HSP90AB1;MSH3;CRK;CYCS;CRKL;CCNE1;DCC;CDC42;CDH1;SOS2;E2F1;CHUK;ZBTB16;RAF1;PRKCB;PRKCA;SLC2A1;CEBPA;FADD;RHOA;RAD51;TCEB1;PRKCG;TCEB2;IL8;RAC2;DVL3;ERBB2;DVL2;BID;TGFA;RAC3;RXRB;RXRG;RXRA;RASSF1;DVL1;SKP2;RET;MAPK3;TCF7;DAPK2;FGF19;RAC1;SOS1;TCF7L2;MAPK1;MAPK8;EGFR;EP300;EPAS1;GSK3B;CDKN2A;CDKN1B;CDKN1A;EGF;LAMA3;LAMA2;CDKN2B;ARAF;AR;ITGA6;ITGA2;GLI1;EGLN1;CDK2;BMP4;CDK4;BMP2;GLI2;PPARG;GLI3;PPARD;TP53;E2F3;E2F2;PIK3CA;PIK3CB;CCNE2;CDK6;FAS;KLK3;PIK3CD;FASLG;FZD2;HDAC1;HDAC2;PIK3CG;CKS1B;IL6;NTRK1;PIK3R1;PIK3R2 KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY 37 0.26684543 1.0581719 0.35021096 0.5668034 CXCL10;CHUK;IFNA5;IFNA4;IFNA2;POLR1D;CCL5;CCL4;IFNA1;RIPK1;POLR3K;AIM2;IKBKB;IFNA17;CASP1;IFNA21;IFNA6;POLR3H;IFNA7;IFNA8;IFNA10;IFNA13;IFNA14;IFNA16;POLR3C;IKBKE;POLR3G;POLR3B;POLR3F;NFKB1;NFKBIB;NFKBIA;IRF3;IKBKG;TREX1;POLR1C;IL18;RELA;ZBP1;POLR3D;RIPK3;IFNB1;IL33;PYCARD;POLR3GL;IL1B;ADAR;DDX58;MAVS;CCL4L1;TBK1;TMEM173;CCL4L2;POLR3A;IL6;IRF7 KEGG_COMPLEMENT_AND_COAGULATION_CASCADES http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_COMPLEMENT_AND_COAGULATION_CASCADES 58 0.23318581 1.0364904 0.3686636 0.61168873 F2;F2R;VWF;KNG1;FGB;PLAT;SERPIND1;MBL2;F3;F5;SERPINA1;PLAUR;F7;PLAU;F10;F9;TFPI;F8;KLKB1;CR2;MASP1;C9;A2M;CR1;F12;F13A1;F11;C8A;F13B;C7;C8G;C8B;CD59;SERPINA5;FGG;CD55;C6;C5AR1;C5;BDKRB1;C4BPB;C4BPA;C4B;C4A;BDKRB2;CFH;CFB;CPB2;CD46;PROS1;SERPINF2;PROC;FGA;SERPINE1;PLG;C2;SERPINC1;C1S;C3AR1;C3;C1QB;CFD;C1QA;C1R;C1QC;CFI;SERPING1;MASP2;THBD KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM 25 0.2721413 0.99348223 0.46014494 0.7234677 ALAS1;ALAS2;GLYCTK;MAOB;AGXT2;MAOA;AOC2;GATM;SDS;AOC3;GNMT;SHMT1;GCAT;PHGDH;DMGDH;SHMT2;SRR;PSAT1;BHMT;GLDC;DLD;GAMT;PSPH;AGXT;SARDH;AMT;CHDH;CBS;CTH;PIPOX;DAO KEGG_BLADDER_CANCER http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_BLADDER_CANCER 38 0.23711234 0.9751083 0.56299216 0.76248616 HRAS;E2F1;RAF1;EGFR;CDKN2A;KRAS;EGF;CDKN1A;TYMP;VEGFA;ARAF;VEGFC;VEGFB;PGF;IL8;CCND1;ERBB2;MMP2;MMP1;MAP2K2;RPS6KA5;BRAF;MMP9;MAP2K1;CDK4;MDM2;RB1;FIGF;RASSF1;TP53;E2F3;FGFR3;E2F2;NRAS;MAPK3;DAPK3;DAPK2;DAPK1;THBS1;MYC;CDH1;MAPK1 KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION 34 0.24296515 0.9697973 0.4939759 0.7612304 LOC100418883;TUBA1A;PRKCA;KRT18;WAS;CLDN1;TUBB4A;TUBB4B;TUBB3;RHOA;CTTN;ROCK1;TUBB2A;WASL;LOC646821;LY96;ABL1;TUBA1B;ARPC4;CD14;ARPC5;ITGB1;ARPC1B;ARPC3;ACTG1;ARPC2;NCL;TUBB7P;TUBA3D;NCK1;YWHAQ;TLR5;TUBB2B;TUBAL3;CTNNB1;TUBA3C;TUBB8;TUBA8;TUBA4A;NCK2;TUBA1C;ACTB;LOC653888;ROCK2;TUBB1;HCLS1;EZR;ARHGEF2;ARPC1A;TLR4;TUBB6;ARPC5L;TUBB;YWHAZ;FYN;OCLN;CDC42;CDH1;TUBA3E KEGG_GLYCOLYSIS_GLUCONEOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GLYCOLYSIS_GLUCONEOGENESIS 49 0.22111663 0.96259195 0.53 0.76466846 ACSS2;GCK;PGK2;PGK1;PDHB;PDHA1;PDHA2;PGM2;TPI1;ACSS1;FBP1;ADH1B;HK2;ADH1C;HK1;HK3;ADH4;PGAM2;ADH5;PGAM1;ADH1A;ALDOC;ALDH7A1;LDHAL6B;PKLR;LDHAL6A;ENO1;PKM2;PFKP;BPGM;PCK2;PCK1;ALDH1B1;ALDH2;ALDH3A1;AKR1A1;FBP2;PFKM;PFKL;LDHC;GAPDH;ENO3;ENO2;PGAM4;ADH7;ADH6;LDHB;ALDH1A3;ALDH3B1;ALDH3B2;ALDH9A1;ALDH3A2;GALM;ALDOA;DLD;DLAT;ALDOB;G6PC2;LDHA;G6PC;PGM1;GPI KEGG_LEISHMANIA_INFECTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_LEISHMANIA_INFECTION 58 0.21498166 0.95762557 0.5686275 0.761715 JUN;HLA-DOA;HLA-DOB;PRKCB;STAT1;ELK1;TNF;ITGAM;ITGA4;MYD88;FCGR2C;FCGR1A;HLA-DMB;HLA-DMA;PTPN6;IRAK4;IL12B;MAPK11;NCF4;NCF2;PTGS2;MAPK13;IL12A;NOS2;MAP3K7;IL1A;JAK1;JAK2;ITGB1;ITGB2;CR1;MAPK3;FCGR3B;NFKB1;FCGR2A;IL10;NFKBIB;NFKBIA;FCGR3A;MARCKSL1;MAPK1;HLA-DRB4;HLA-DRB5;HLA-DRB3;MAPK14;MAPK12;RELA;IFNGR2;TRAF6;TGFB2;TGFB1;IFNG;IFNGR1;TAB2;IL1B;IRAK1;TGFB3;HLA-DPA1;HLA-DPB1;HLA-DQA1;HLA-DQA2;HLA-DQB1;C3;NCF1;TLR4;TAB1;IL4;TLR2;FOS;CYBA;HLA-DRB1;HLA-DRA KEGG_RETINOL_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_RETINOL_METABOLISM 36 0.22960086 0.9332837 0.584 0.8108707 RPE65;CYP3A5;UGT2B28;CYP4A11;CYP3A4;RDH8;DHRS3;CYP2C18;ADH1B;ADH1C;ADH4;ADH5;DGAT2;ADH1A;BCMO1;RDH10;CYP26A1;UGT2B11;CYP2C9;AWAT2;CYP26C1;CYP2C19;CYP2C8;CYP2B6;UGT2A3;CYP2A13;UGT1A4;CYP3A7;UGT1A1;UGT1A3;CYP26B1;DHRS9;UGT1A10;DGAT1;UGT1A8;UGT1A7;UGT1A6;ALDH1A1;RETSAT;RDH12;LRAT;RDH11;UGT1A5;CYP2A6;CYP2A7;CYP4A22;DHRS4;CYP1A1;CYP1A2;ADH7;ADH6;UGT2A1;ALDH1A2;CYP3A43;DHRS4L2;RDH16;UGT1A9;RDH5;UGT2B10;UGT2B7;PNPLA4;UGT2B4;UGT2B17;UGT2B15 KEGG_ERBB_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ERBB_SIGNALING_PATHWAY 73 0.19307326 0.91932017 0.640625 0.8334185 JUN;SOS2;PAK3;RAF1;PRKCB;BTC;SHC1;PRKCA;ELK1;NRG1;PAK2;MTOR;PAK4;MAP2K4;EIF4EBP1;BAD;PRKCG;NRG3;MAPK9;ERBB4;MAPK10;PTK2;ERBB2;ERBB3;MAP2K2;TGFA;BRAF;MAP2K1;MAP2K7;ABL1;NRG2;AKT1;ABL2;AKT2;SHC4;RPS6KB1;RPS6KB2;AKT3;NRAS;GRB2;AREG;STAT5B;MAPK3;STAT5A;PAK6;SOS1;MYC;MAPK1;NCK1;PIK3R5;NRG4;HRAS;MAPK8;EGFR;GSK3B;CBLB;KRAS;CBL;SHC3;CDKN1B;CDKN1A;EGF;EREG;ARAF;NCK2;PAK7;SRC;PIK3R3;CAMK2A;CAMK2B;CAMK2D;CAMK2G;PAK1;CBLC;CRK;PIK3CA;PIK3CB;CRKL;PIK3CD;GAB1;PLCG1;PLCG2;SHC2;HBEGF;PIK3CG;PIK3R1;PIK3R2 KEGG_APOPTOSIS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_APOPTOSIS 71 0.1980951 0.91773 0.6473988 0.82040757 CASP10;CASP9;CASP8;CASP7;CHUK;PRKAR2B;TNF;TNFSF10;BIRC3;XIAP;PPP3R2;PPP3CC;PPP3R1;MYD88;FADD;CFLAR;RIPK1;BAD;IRAK4;BID;BAX;IKBKB;CASP6;IL1A;AKT1;CASP3;AKT2;TNFRSF1A;AKT3;CHP2;ATM;ENDOG;NFKB1;NFKBIA;CAPN2;PIK3R5;IKBKG;CAPN1;IL3RA;IL3;RELA;ENDOD1;APAF1;PRKX;CSF2RB;TNFRSF10A;TRAF2;TNFRSF10D;NGF;TNFRSF10B;TNFRSF10C;MAP3K14;IL1RAP;IL1B;IRAK2;IL1R1;IRAK1;TRADD;PIK3R3;BCL2;BCL2L1;BIRC2;IRAK3;PRKACA;PRKACB;PRKACG;PPP3CB;TP53;PPP3CA;PIK3CA;PIK3CB;FAS;DFFA;CYCS;DFFB;PIK3CD;LOC651610;PRKAR1A;FASLG;PRKAR2A;PRKAR1B;EXOG;PIK3CG;AIFM1;NTRK1;PIK3R1;PIK3R2;CHP KEGG_DRUG_METABOLISM_OTHER_ENZYMES http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_DRUG_METABOLISM_OTHER_ENZYMES 34 0.23619148 0.9093349 0.6217228 0.82639563 XDH;CYP3A5;UGT2B28;UPB1;CYP3A4;GMPS;UPP2;HPRT1;CDA;GUSB;IMPDH1;IMPDH2;CES2;UCKL1;UGT2B11;TPMT;NAT1;CES5A;CYP2A13;UGT2A3;UGT1A4;CYP3A7;UGT1A1;UGT1A3;UGT1A10;UGT1A8;UGT1A7;ITPA;UGT1A6;UGT1A5;CYP2A6;CYP2A7;DPYS;TYMP;DPYD;UMPS;UCK2;TK1;TK2;UPP1;UGT2A1;CYP3A43;CES1;UGT1A9;NAT2;UGT2B10;UGT2B7;UGT2B4;UCK1;UGT2B17;UGT2B15 KEGG_NITROGEN_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_NITROGEN_METABOLISM 20 0.26529166 0.90784496 0.55944055 0.81399924 CA5A;CA5B;CA6;CA12;CA7;GLUD2;CA2;CPS1;CA3;CA4;GLS2;GLUL;CA8;CA14;GLUD1;CA9;CA1;GLS;AMT;HAL;ASNS;CA13;CTH KEGG_PRION_DISEASES http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PRION_DISEASES 30 0.23909348 0.9070234 0.6 0.8004957 NCAM2;EGR1;NCAM1;ELK1;NOTCH1;PRKX;C6;CCL5;C5;IL1B;SOD1;STIP1;MAP2K2;HSPA1A;MAP2K1;BAX;PRKACA;PRKACB;PRKACG;IL1A;HSPA5;PRNP;C9;C1QB;C1QA;LAMC1;C1QC;MAPK3;FYN;C8A;C7;IL6;C8G;C8B;MAPK1 KEGG_ARGININE_AND_PROLINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_ARGININE_AND_PROLINE_METABOLISM 40 0.21423529 0.8807353 0.6926407 0.8500108 SRM;ADC;GLUD2;GLS2;ARG1;ARG2;GLUD1;GLS;ASL;CKMT1A;P4HA2;SMS;CKB;NOS3;NOS2;NOS1;GOT2;GLUL;P4HA1;ABP1;ALDH7A1;LAP3;AGMAT;GOT1;PYCR1;ASS1;ALDH18A1;SAT1;NAGS;DAO;AMD1;MAOB;MAOA;CPS1;P4HA3;ALDH1B1;GATM;ALDH2;OTC;PRODH2;OAT;CKM;ACY1;SAT2;ALDH9A1;ALDH3A2;CKMT1B;PYCRL;GAMT;PRODH;ALDH4A1;CKMT2;PYCR2;ODC1 KEGG_LONG_TERM_DEPRESSION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_LONG_TERM_DEPRESSION 55 0.19646992 0.87911516 0.75348836 0.8381152 GRM5;PLCB2;RYR1;PLCB1;RAF1;PRKCB;PRKCA;PLCB3;PLCB4;IGF1;CRHR1;GRM1;CRH;IGF1R;PLA2G3;GRID2;PRKCG;JMJD7-PLA2G4B;CACNA1A;PLA2G6;PLA2G2E;PLA2G10;MAP2K2;PLA2G2A;BRAF;PLA2G4A;ITPR3;PLA2G5;PLA2G12B;MAP2K1;NOS1;GRIA3;GRIA2;GRIA1;PLA2G4B;PLA2G2F;NRAS;MAPK3;GUCY1B3;GUCY1A3;PRKG1;PRKG2;MAPK1;PLA2G1B;HRAS;ITPR1;ITPR2;GNA12;GNA13;GNA11;KRAS;GNAI1;GNAI2;GUCY1A2;PPP2CB;ARAF;PPP2CA;PPP2R1A;PPP2R1B;PLA2G4E;GNAQ;GNAS;PPP1R17;GNAI3;GNAO1;GNAZ;PLA2G2C;PLA2G2D;PLA2G12A;LYN KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY 51 0.18768121 0.83267283 0.8103448 0.92665935 CASP10;CASP8;CXCL10;CHUK;TRIM25;TNF;IFNA5;IFNA4;IFNA2;ATG12;TBKBP1;FADD;SIKE1;IFNA1;RIPK1;IL8;MAPK9;IL12B;MAPK10;ISG15;MAPK11;MAP3K1;IL12A;MAPK13;IKBKB;MAP3K7;IFNA17;DAK;IFNA21;IFNA6;IFNA7;IFNA8;IFNA10;OTUD5;IFNA13;IFNA14;IFNA16;DDX3X;IKBKE;NFKB1;NFKBIB;NFKBIA;IRF3;IFIH1;IKBKG;MAPK8;MAPK14;MAPK12;RELA;DDX3Y;IFNE;TRAF6;TRAF3;TRAF2;IFNB1;TANK;CYLD;TRADD;ATG5;DDX58;PIN1;MAVS;IFNK;DHX58;TBK1;TMEM173;IFNW1;AZI2;NLRX1;IRF7;RNF125 KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS 46 0.19153953 0.7961425 0.8333333 0.9761224 CASP9;TNF;CAT;PPP3R2;PPP3CC;PPP3R1;ALS2;BAD;CCS;MAP3K5;TOMM40L;GRIN1;GRIN2A;MAPK11;GRIN2B;SOD1;GRIN2C;BID;GRIN2D;MAP2K3;MAPK13;NOS1;BAX;NEFM;GRIA2;SLC1A2;NEFH;GRIA1;MAP2K6;TNFRSF1B;CASP1;CASP3;NEFL;TNFRSF1A;DAXX;CHP2;RAC1;MAPK14;MAPK12;APAF1;GPX1;RAB5A;BCL2;BCL2L1;PRPH2;PPP3CB;TP53;PPP3CA;PRPH;DERL1;CYCS;TOMM40;CHP KEGG_MAPK_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_MAPK_SIGNALING_PATHWAY 205 0.1427378 0.79389715 0.9880952 0.96258724 JUN;MEF2C;ELK4;ELK1;JUND;GADD45B;ZAK;STMN1;RRAS2;MAP3K5;MAP3K1;MAP3K3;MAP3K4;MAP3K7;MAP3K8;AKT1;AKT2;ARRB2;CD14;ARRB1;NRAS;DUSP16;CHP2;RASGRP3;NFKB2;NFKB1;MYC;NFATC4;MAPK14;FLNC;FLNA;KRAS;FLNB;PRKX;TRAF6;TGFB2;DUSP1;DUSP2;TGFB1;TRAF2;BDNF;TAB2;ECSIT;TGFBR2;DUSP7;TGFBR1;DUSP5;DUSP6;DUSP3;TGFB3;PLA2G4E;DUSP4;CACNG5;CACNG4;NF1;PLA2G12A;NFATC2;RASGRP4;MAP3K2;MAX;DUSP10;FGF9;FGF8;FGF7;FGF6;FGF5;FGF3;FGF4;FGF1;FGF2;PTPN5;FGF21;IL1R2;MAPK9;CACNA2D3;MAPK10;MAPK11;RASGRP2;PLA2G2A;MAP2K2;PLA2G4A;MAP2K3;MECOM;PLA2G5;MAPK13;MAP2K1;FGFR2;MAP2K7;RASA2;MAPK8IP2;RASGRF1;MAP2K5;RASGRF2;FGFR4;MAP2K6;MAPK8IP3;MAP3K6;CASP3;MAP3K12;FGFR3;FGFR1;RASA1;FGF14;RPS6KA2;RPS6KA3;FGF17;FGF16;FGF10;GRB2;FGF11;FGF12;FGF13;PLA2G1B;RPS6KA1;MAPKAPK3;IKBKG;HRAS;CACNG2;FGF23;CACNG3;MKNK2;FGF18;STK4;STK3;MAPK8IP1;MOS;RAP1A;MAPT;RAP1B;PPP3CB;PPP3CA;CACNA1H;CACNA1G;CACNA1I;ATF4;TAB1;FOS;TAOK2;RPS6KA6;PPP3R2;CACNG8;PPP5C;PPP3CC;CACNG6;PPP3R1;CACNG7;MAP2K4;ATF2;PDGFRB;JMJD7-PLA2G4B;MAP4K3;PLA2G6;PLA2G2E;PLA2G10;MAP4K4;RPS6KA5;BRAF;IKBKB;PLA2G4B;MAP3K11;CACNA2D2;IL1A;PLA2G2F;DAXX;AKT3;GADD45G;FGF20;RELB;MAPKAPK5;MAPK12;RELA;GNA12;HSPA8;HSPB1;PTPRR;LAMTOR3;GADD45A;NGF;DDIT3;MAP3K14;TAOK1;PDGFA;FGF22;PDGFB;NLK;PDGFRA;PRKACA;PRKACB;PAK1;PRKACG;CRK;CDC25B;CRKL;MAP3K13;PLA2G2D;CDC42;RASGRP1;CACNA2D1;CACNB1;SRF;CACNB2;SOS2;CACNB3;CACNB4;CHUK;CACNG1;PRKCB;RAF1;PRKCA;TNF;PAK2;MKNK1;PLA2G3;PRKCG;PTPN7;RAPGEF2;HSPA1L;CACNA1A;HSPA1B;RAC2;HSPA2;CACNA1D;CACNA1E;RAC3;CACNA1B;HSPA1A;PLA2G12B;CACNA1C;DUSP8;CACNA1F;CACNA1S;MAP4K1;TNFRSF1A;DUSP9;PPM1A;PPM1B;MAPK3;RPS6KA4;CACNA2D4;HSPA6;MAPK7;FGF19;RAC1;SOS1;MAPK1;DUSP14;MAP4K2;MAPK8;EGFR;MAPKAPK2;EGF;RRAS;TAOK3;GNG12;NTF4;IL1B;MRAS;NTF3;IL1R1;TP53;FAS;NR4A1;PLA2G2C;FASLG;NTRK2;NTRK1;CHP KEGG_GAP_JUNCTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GAP_JUNCTION 60 0.17220022 0.7715861 0.87564766 0.9784673 PLCB2;GRM5;SOS2;ADCY8;PLCB1;ADCY9;ADCY6;TUBA1A;RAF1;PRKCB;ADCY7;PRKCA;PLCB3;PLCB4;ADCY5;GRM1;CDK1;PDGFD;TUBB4A;ADRB1;TUBB4B;TUBB3;PRKCG;PDGFRB;TUBB2A;MAP2K2;ITPR3;MAP2K1;MAP2K5;LPAR1;ADCY4;TUBA1B;NRAS;GRB2;MAPK3;DRD1;GUCY1B3;DRD2;MAPK7;GUCY1A3;PRKG1;SOS1;TUBB7P;PRKG2;MAPK1;TUBA3D;HRAS;GJD2;CSNK1D;EGFR;TUBB2B;ITPR1;ITPR2;PDGFC;TUBAL3;GNA11;KRAS;EGF;PRKX;GJA1;GNAI1;HTR2A;TUBA3C;GNAI2;GUCY1A2;HTR2C;HTR2B;TUBB8;TUBA8;ADCY3;TUBA4A;ADCY2;ADCY1;TUBA1C;TJP1;TUBB1;SRC;PDGFA;PDGFB;PDGFRA;PRKACA;PRKACB;GNAQ;PRKACG;GNAS;GNAI3;TUBB6;TUBB;MAP3K2;TUBA3E KEGG_STARCH_AND_SUCROSE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_STARCH_AND_SUCROSE_METABOLISM 29 0.20505454 0.76155365 0.8217822 0.9742785 ENPP3;GCK;ENPP1;AMY2B;UGT2B28;PGM2;UXS1;UGDH;MGAM;GYS1;GYS2;HK2;HK3;HK1;GBA3;GUSB;TREH;AMY1A;AMY1B;AMY1C;AMY2A;UGT2B11;PYGB;PYGM;PYGL;UGT2A3;UGT1A4;UGT1A1;UGT1A3;UGT1A10;UGT1A8;UGT1A7;UGT1A6;PGM2L1;AGL;UGT1A5;SI;UGT2A1;GBE1;UGT1A9;G6PC2;GANC;G6PC;UGP2;PGM1;UGT2B10;UGT2B7;UGT2B4;GAA;GPI;UGT2B17;UGT2B15 KEGG_SPHINGOLIPID_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_SPHINGOLIPID_METABOLISM 21 0.21518034 0.750508 0.8484849 0.9724412 GAL3ST1;SGPP2;GLB1;GALC;SGMS2;GBA;SPHK2;NEU2;PPAP2B;NEU1;ACER2;UGCG;DEGS2;ARSA;SPHK1;SGPL1;NEU3;SMPD4;SGMS1;ACER3;CERK;SMPD2;ENPP7;DEGS1;SGPP1;NEU4;GLA;ACER1;PPAP2A;ASAH2C;ASAH1;PPAP2C;SMPD1;B4GALT6;SPTLC2;SPTLC1;SMPD3;KDSR;UGT8;ASAH2 KEGG_GNRH_SIGNALING_PATHWAY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_GNRH_SIGNALING_PATHWAY 80 0.15572007 0.7484776 0.9518072 0.9582997 JUN;CALM2;ELK1;CALM1;MAP2K4;JMJD7-PLA2G4B;MMP2;PLA2G2E;PLA2G6;PLA2G10;MAP3K1;MAP3K3;ITPR3;MAP3K4;PLA2G4B;CGA;PLA2G2F;NRAS;MAPK14;MAPK12;KRAS;GNA11;PRKX;CALML5;ADCY3;ADCY2;ADCY1;PLA2G4E;CAMK2A;CAMK2B;CAMK2D;CAMK2G;PRKACA;GNAQ;PRKACB;PRKACG;GNRHR;GNAS;GNRH2;GNRH1;CALML3;PLA2G2D;PLD1;PLA2G12A;PLD2;HBEGF;CALM3;PTK2B;MAP3K2;CDC42;PLCB2;ADCY8;SOS2;ADCY9;PLCB1;ADCY6;ADCY7;PRKCB;RAF1;PLCB3;PRKCA;ADCY5;PLCB4;PLA2G3;PRKCD;MAPK9;MAPK10;MAPK11;PLA2G2A;MAP2K2;CACNA1D;PLA2G4A;MAP2K3;PLA2G5;MAPK13;PLA2G12B;MAP2K1;CACNA1C;MAP2K7;CACNA1F;MAP2K6;CACNA1S;ADCY4;GRB2;MAPK3;MAPK7;SOS1;PLA2G1B;MAPK1;HRAS;MAPK8;ITPR1;EGFR;ITPR2;MMP14;SRC;FSHB;LHB;PLA2G2C;ATF4;CALML6 KEGG_MELANOMA http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_MELANOMA 56 0.16611038 0.73288184 0.9471366 0.9574056 E2F1;RAF1;FGF9;HGF;FGF8;FGF7;IGF1;FGF6;FGF5;PDGFD;IGF1R;FGF3;FGF4;FGF1;FGF2;FGF21;BAD;PDGFRB;MAP2K2;BRAF;MAP2K1;MDM2;RB1;AKT1;AKT2;FGFR1;FGF14;FGF17;FGF16;AKT3;NRAS;FGF10;FGF11;FGF12;FGF13;MAPK3;FGF19;MAPK1;PIK3R5;FGF20;HRAS;EGFR;PDGFC;CDKN2A;KRAS;CDKN1A;EGF;FGF23;FGF18;ARAF;MET;CCND1;PTEN;PIK3R3;PDGFA;FGF22;PDGFB;PDGFRA;CDK4;TP53;E2F3;E2F2;PIK3CA;PIK3CB;CDK6;PIK3CD;MITF;PIK3CG;PIK3R1;PIK3R2;CDH1 KEGG_PHENYLALANINE_METABOLISM http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_PHENYLALANINE_METABOLISM 17 0.2157162 0.70636255 0.9025974 0.96565604 ALDH1A3;ALDH3B1;ALDH3B2;MAOB;MAOA;HPD;GOT2;AOC2;ALDH3A1;AOC3;PAH;GOT1;PRDX6;TAT;MIF;NAT6;IL4I1;DDC KEGG_OLFACTORY_TRANSDUCTION http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_OLFACTORY_TRANSDUCTION 36 0.1675889 0.67700964 0.983871 0.9704732 CALM2;CALM1;OR11H4;OR52W1;OR5AU1;ADRBK2;OR2M2;OR2M7;OR2T33;OR4F5;CLCA4;OR52K1;OR52I1;OR51D1;OR2J2;OR8I2;OR2D2;OR2D3;OR4K13;OR4K2;OR2AK2;OR4N5;OR2L3;OR4K17;OR2L8;ARRB2;OR11G2;OR11L1;OR5P2;OR5P3;OR6C1;OR6C75;OR10AG1;OR6C76;OR6C70;OR5J2;OR52A1;OR4M2;OR51S1;OR4N2;GUCA1B;OR52R1;GUCA1A;OR51F2;OR13H1;OR9K2;CAMK2A;CAMK2B;CAMK2D;CAMK2G;OR51B5;OR10J5;CALML3;OR2H1;CALM3;OR7G2;OR7G3;OR10A2;OR10V1;PDC;OR7A10;OR13C5;OR9G4;OR10H5;OR4P4;OR2C1;OR1F1;OR1D2;OR10A4;OR5B3;OR7D2;OR56B4;OR13F1;OR13C4;OR13C3;OR2T11;OR13C8;OR2T4;OR52B6;OR3A1;OR2AT4;OR3A2;OR4F15;OR4F6;OR1C1;OR4C15;OR1A2;OR4N4;OR56B1;OR2A1;OR5I1;OR2A12;OR7D4;OR9A4;OR5C1;OR4K14;OR1L6;OR4L1;OR2M3;OR2T12;OR14C36;OR11H6;OR2T34;OR2T10;OR2T8;OR2T3;OR2W3;OR6V1;OR6Q1;OR9I1;OR13C2;OR1G1;OR3A3;OR1Q1;OR13A1;GUCY2D;OR5H6;OR6F1;OR2M5;OR8D2;OR4C16;OR4C11;GUCA1C;OR1E1;OR1E2;OR1D4;OR1D5;OR1A1;OR5F1;OR5AP2;OR10H4;OR8D1;OR4C46;OR4C6;CLCA2;OR4S2;OR6B2;OR5D18;OR5L1;OR5D14;OR8U1;OR6C6;OR4B1;OR4X2;OR8D4;OR4X1;GNAL;OR6C65;OR6C68;OR8B4;OR52E2;OR52J3;OR5D16;OR4K1;OR4D6;OR5A1;OR5D13;OR5A2;OR2A4;OR52K2;OR4D11;OR52M1;OR2A5;OR8K5;OR6B3;OR51A7;OR51T1;OR51A4;OR51A2;OR8A1;OR51L1;OR5AS1;OR1B1;OR1J1;OR10G7;OR10G4;OR5M1;OR5M10;OR6M1;OR6X1;OR8G5;OR12D3;OR5M9;OR5B17;OR1L8;OR10Q1;OR1N2;OR1N1;OR8J1;OR51V1;OR1S2;OR1S1;OR9Q1;OR5R1;OR9Q2;OR8B12;OR8K3;OR8K1;OR6T1;OR10S1;OR1K1;OR4D5;OR2A2;OR8H2;OR8H3;OR10G9;OR5T1;OR5T3;OR5T2;OR56A4;OR5B21;OR56A1;OR8H1;OR51F1;OR10G8;CALML6;OR52N1;OR5M8;OR5M3;OR5M11;OR5K2;OR51B4;OR13D1;OR52A5;OR51M1;OR4D9;OR51B6;OR4D10;OR5AN1;OR4F17;OR51G2;OR5AR1;OR2AE1;OR51E2;OR4F16;OR51Q1;OR51G1;OR2Z1;OR51I1;OR51I2;OR52D1;OR52H1;OR5V1;OR2B2;CLCA1;OR1I1;OR52E4;PRKX;OR52N2;OR52E6;OR52N5;OR2J3;OR2B3;OR52N4;OR10J3;OR52E8;OR9G1;OR13J1;OR8J3;OR5B12;OR56A3;OR56A5;OR51B2;OR5AK2;OR52L1;OR2AG2;OR52B4;OR2W1;OR10T2;OR2T1;OR6N2;OR10X1;OR6K2;OR10Z1;OR5AC2;OR2T5;OR14I1;OR2T2;OR10A6;OR1L4;OR10A5;OR2AG1;OR6K6;OR6N1;OR10C1;OR14J1;OR4A16;OR2G3;OR1M1;OR7G1;OR2A25;OR4K5;OR4A5;OR5H2;OR2T27;OR4C45;OR2G2;OR2C3;OR4A47;OR13C9;OR11H1;OR4A15;OR7A5;OR7C2;OR10R2;OR7C1;OR51E1;OR52I2;OR2H2;OR4S1;OR2T6;OR4C13;OR4C12;OR6C74;OR6C3;OR10A7;OR14A16;OR10G2;OR10H3;OR2T29;OR10G3;OR10H2;OR10H1;OR4C3;OR1L1;OR11A1;ADCY3;CALML5;OR1L3;PDE1C;CNGA3;CNGA4;OR8S1;OR52B2;OR4E2;OR5L2;OR5K1;OR2L13;OR4D1;PRKACA;PRKACB;PRKACG;OR1J2;OR10J1;OR4F3;OR2A42;OR2V2;OR4F4;CNGB1;OR7A17;OR13G1;OR2Y1;OR6S1;OR9A2;OR2B6;OR2F1;OR4M1;OR12D2;OR2B11;OR8G2;OR8B8;OR8G1;OR4D2;OR4Q3;OR10A3;PRKG1;OR1J4;PRKG2;OR6A2;OR2M4;OR2S2;OR10P1;OR10K2;OR10K1;OR2A14;OR2K2;OR2F2;OR2L2;OR6B1;OR2A7;OR6C4;OR6C2;OR7E24;OR2G6;OR6K3;OR6Y1;OR10AD1;OR8U8;OR4K15 KEGG_REGULATION_OF_AUTOPHAGY http://www.broadinstitute.org/gsea/msigdb/cards/KEGG_REGULATION_OF_AUTOPHAGY 22 0.19018348 0.66568613 0.92113566 0.9612707 ATG4A;ULK3;BECN1;IFNA5;IFNA4;IFNA2;GABARAPL1;ATG12;IFNG;IFNA1;ATG4B;PRKAA2;PRKAA1;GABARAPL2;PIK3C3;INS;ATG5;ULK1;PIK3R4;ATG7;IFNA17;IFNA21;IFNA6;IFNA7;IFNA8;IFNA10;IFNA13;IFNA14;ULK2;IFNA16;ATG4C;ATG4D;BECN1P1;ATG3;GABARAP