ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 71/1378 223/8135 2.366e-08 7.878e-06 5.18e-06 GSTA4/NFKBIA/EPHX1/MAP3K5/PRKD2/COX7A1/NDUFC1/MAPK3/SLC25A4/SDHC/EPHX2/NDUFA13/NDUFS4/NDUFA4L2/SOS1/HGF/BAD/EGFR/NDUFB4/EGF/NQO1/NDUFA4/UQCR10/NDUFA8/PRKD3/MGST3/GSTM4/PLD1/CYC1/COX6C/COX8A/NDUFA2/CAT/COX6A1/NDUFB6/NFKB1/NDUFB7/SDHD/MAPK11/CHUK/PIK3CB/NDUFB2/GSTM5/AKR1C3/NDUFA6/COX5B/GSTM3/NDUFA10/VEGFA/NDUFB11/SOD1/ACP1/HIF1A/NDUFB8/NDUFA3/UQCRQ/PIK3CD/IKBKG/RAF1/NDUFS3/VDAC3/NDUFS7/NDUFS6/CBR1/KRAS/AKR1C4/NDUFA1/UQCRC1/NRAS/PIK3CA/NCF1 71 KEGG hsa05166 Human T-cell leukemia virus 1 infection 69/1378 222/8135 1.079e-07 1.232e-05 8.101e-06 NFKBIA/IL15RA/HLA-C/HLA-DRB4/MAPK3/SLC25A4/SMAD3/IL15/HLA-F/IL2RG/CCNA2/HLA-G/HLA-A/ATR/CHEK2/CHEK1/ATM/CDKN2C/ITGAL/PTTG1/CDK4/HLA-B/HLA-E/CREB3/BUB1B/JAK1/CD40/NFKB1/CD3E/RELB/LCK/CCNB2/CHUK/PIK3CB/TSPO/TRRAP/MYC/IL2RB/CD3D/IL6/EGR1/ADCY1/CDC20/HLA-DOB/HLA-DQB1/PPP3CA/MAP3K3/KAT5/TLN2/PIK3CD/ADCY2/IKBKG/TCF3/CREB1/VDAC3/STAT5A/CCND2/KAT2B/CDKN1A/ATF2/EP300/CRTC3/CD3G/KRAS/ETS2/ATF4/PTTG2/NRAS/PIK3CA 69 KEGG hsa04932 Non-alcoholic fatty liver disease 53/1378 155/8135 1.11e-07 1.232e-05 8.101e-06 CEBPA/MAP3K5/COX7A1/NDUFC1/FAS/SDHC/NDUFA13/NDUFS4/NDUFA4L2/NDUFB4/MAP3K11/NDUFA4/UQCR10/NDUFA8/GSK3B/INSR/PRKAG1/RXRA/PRKAB1/PPARG/CYC1/COX6C/COX8A/NDUFA2/COX6A1/NDUFB6/NFKB1/NDUFB7/SDHD/MAPK11/PIK3CB/NDUFB2/IL6/NDUFA6/COX5B/NDUFA10/NDUFB11/NDUFB8/PRKAA1/NDUFA3/UQCRQ/PIK3CD/IL6R/NDUFS3/NDUFS7/NDUFS6/XBP1/CXCL8/ATF4/NDUFA1/UQCRC1/DDIT3/PIK3CA 53 KEGG hsa04660 T cell receptor signaling pathway 39/1378 104/8135 3.62e-07 2.526e-05 1.661e-05 NFKBIA/RASGRP1/MAPK3/MALT1/PTPRC/SOS1/CD8A/ITK/CTLA4/NCK2/GSK3B/CDK4/CD28/ZAP70/MAP3K8/NFKB1/CBLB/CD3E/IFNG/LCK/MAPK11/CHUK/PIK3CB/CD3D/CD247/PRKCQ/PPP3CA/LAT/PIK3CD/IKBKG/RAF1/PAK2/BCL10/CD3G/KRAS/LCP2/CD40LG/NRAS/PIK3CA 39 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 35/1378 89/8135 3.794e-07 2.526e-05 1.661e-05 NFKBIA/STAT1/JAK2/RASGRP1/MAPK3/EGFR/EGF/JAK1/CSNK2B/CD28/ZAP70/NFKB1/CD3E/IFNG/LCK/MAPK11/CHUK/PIK3CB/CD3D/CD247/PRKCQ/BATF/PPP3CA/MAP3K3/LAT/HIF1A/PIK3CD/IKBKG/RAF1/EML4/MYD88/CD3G/KRAS/NRAS/PIK3CA 35 KEGG hsa04658 Th1 and Th2 cell differentiation 34/1378 92/8135 2.96e-06 0.0001643 0.000108 NFKBIA/NOTCH1/STAT1/JAK2/HLA-DRB4/MAPK3/IL2RG/IL4R/RUNX3/TYK2/JAK1/ZAP70/MAML1/NFKB1/STAT4/CD3E/IFNG/LCK/MAPK11/CHUK/IL2RB/CD3D/RBPJ/CD247/HLA-DOB/HLA-DQB1/PRKCQ/PPP3CA/LAT/JAG2/IKBKG/MAF/STAT5A/CD3G 34 KEGG hsa05169 Epstein-Barr virus infection 60/1378 202/8135 3.845e-06 0.0001726 0.0001135 TNFAIP3/NFKBIA/TAP1/CXCL10/HLA-C/STAT1/HLA-DRB4/PLCG2/TBK1/HLA-F/FAS/CCNA2/HLA-G/HLA-A/TRAF5/ITGAL/RUNX3/CDK4/TYK2/HLA-B/HLA-E/JAK1/IRF3/PSMC2/CD40/TAPBP/CD44/NFKB1/CD3E/RELB/APAF1/MAPK11/CHUK/PIK3CB/PSMC3/MYC/CD3D/IL6/IRAK4/RBPJ/CD247/HLA-DOB/CD19/HLA-DQB1/CASP9/PSMD8/TAP2/TRAF3/DDB2/CD58/HDAC1/PIK3CD/IKBKG/CCND2/CDKN1A/OAS2/SAP30/MYD88/CD3G/PIK3CA 60 KEGG hsa04010 MAPK signaling pathway 80/1378 294/8135 4.611e-06 0.0001726 0.0001135 CDC25B/DUSP5/MAP3K5/RASGRP1/MAPK3/PGF/ANGPT1/FAS/DUSP6/PRKCB/SOS1/HGF/EGFR/EGF/MAP3K11/ANGPT2/NTRK2/PTPN7/INSR/RASGRP3/NTF3/KIT/MAPK7/FGF20/ERBB2/EFNA5/GNG12/MAP4K1/ARRB1/MAP3K8/HSPB1/NFKB1/NTRK1/PLA2G4C/RELB/DAXX/MAPK11/CHUK/IGF1/FGF18/KDR/RAC2/MYC/HSPA6/TAOK1/MAP4K4/IRAK4/EREG/PDGFB/DUSP2/VEGFA/NLK/MAPKAPK2/PPP3CA/MAP3K3/PPM1B/CACNB2/MKNK2/TAOK3/CACNA1D/NGFR/IKBKG/RAF1/PAK2/ATF2/ERBB4/MYD88/RASGRP2/HSPA2/CACNA2D3/FLNA/KRAS/RPS6KA1/RAP1B/FGF5/ATF4/BDNF/DDIT3/VEGFB/NRAS 80 KEGG hsa05170 Human immunodeficiency virus 1 infection 62/1378 212/8135 4.665e-06 0.0001726 0.0001135 NFKBIA/TAP1/HLA-C/TNFRSF1B/MAPK3/PLCG2/SKP1/TBK1/HLA-F/LIMK2/FAS/HLA-G/PRKCB/HLA-A/ATR/TRAF5/CHEK1/ATM/BAD/AP1B1/APOBEC3C/AP1G2/HLA-B/HLA-E/CCR5/SAMHD1/GNG3/GNG12/IRF3/TAPBP/CXCR4/NFKB1/CD3E/ITPR2/CCNB2/MAPK11/CHUK/PIK3CB/CCNB1/RAC2/CD3D/IRAK4/CD247/APOBEC3B/AP1S1/CASP9/TAP2/GNB2/PPP3CA/PIK3CD/IKBKG/RAF1/CDK1/PAK2/WEE1/MYD88/CD3G/KRAS/PTK2B/CALML4/NRAS/PIK3CA 62 KEGG hsa04064 NF-kappa B signaling pathway 36/1378 104/8135 8.73e-06 0.0002907 0.0001911 TNFAIP3/NFKBIA/BIRC3/PLCG2/TRAF1/MALT1/PRKCB/TRAF5/CFLAR/BCL2A1/ATM/TNFRSF11A/BIRC2/CXCL2/UBE2I/CSNK2B/CD40/ZAP70/NFKB1/RELB/LCK/CARD14/CHUK/IRAK4/PRKCQ/CXCL3/TRAF3/CCL13/LAT/CYLD/IKBKG/TNFSF14/BCL10/MYD88/CXCL8/CD40LG 36 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 56/1378 194/8135 2.034e-05 0.0005685 0.0003738 NFKBIA/HLA-C/STAT1/JAK2/MAPK3/PLCG2/TBK1/HLA-F/FAS/HLA-G/MICB/HLA-A/TCF7/ANGPT2/GSK3B/CDK4/TYK2/HLA-B/HLA-E/CXCL2/CCR5/JAK1/GNG3/LEF1/GNG12/IRF3/NFKB1/ITPR2/MAPK11/CHUK/PIK3CB/MYC/IL6/PIK3R5/PDGFB/CASP9/VEGFA/UBB/GNB2/CXCL3/TRAF3/MAPKAPK2/PPP3CA/HIF1A/PIK3CD/IKBKG/RAF1/CREB1/TCF7L2/CDKN1A/EP300/CXCL8/KRAS/CALML4/NRAS/PIK3CA 56 KEGG hsa04659 Th17 cell differentiation 36/1378 108/8135 2.262e-05 0.0005685 0.0003738 NFKBIA/STAT1/JAK2/HLA-DRB4/IL21R/IL27RA/MAPK3/SMAD3/IL2RG/RORA/IL4R/TYK2/RXRA/JAK1/ZAP70/NFKB1/CD3E/IFNG/LCK/MAPK11/CHUK/IL2RB/CD3D/IL6/CD247/HLA-DOB/HLA-DQB1/PRKCQ/PPP3CA/LAT/HIF1A/IKBKG/IL6R/STAT5A/CD3G/IL22 36 KEGG hsa05020 Prion disease 73/1378 273/8135 2.308e-05 0.0005685 0.0003738 NOTCH1/C7/CCL5/COX7A1/NDUFC1/MAPK3/SLC25A4/SDHC/NDUFA13/NDUFS4/NDUFA4L2/TUBB2B/BAD/NDUFB4/PRNP/NDUFA4/UQCR10/NDUFA8/GSK3B/CREB3/CSNK2B/PSMC2/CYC1/COX6C/COX8A/NDUFA2/COX6A1/NDUFB6/ITPR2/TUBA4A/APAF1/NDUFB7/PSMB6/KIF5C/SDHD/MAPK11/PIK3CB/TUBB6/RAC2/PSMC3/NDUFB2/HSPA6/IL6/EGR1/NDUFA6/COX5B/CASP9/NDUFA10/PSMD8/NDUFB11/PSMB5/PPP3CA/SOD1/NDUFB8/NDUFA3/UQCRQ/PIK3CD/CACNA1D/NDUFS3/CREB1/VDAC3/TUBB2A/NDUFS7/ATF2/NDUFS6/HSPA2/ATF4/NDUFA1/UQCRC1/HSPA5/DDIT3/PIK3CA/NCF1 73 KEGG hsa05014 Amyotrophic lateral sclerosis 92/1378 364/8135 2.404e-05 0.0005685 0.0003738 SETX/TNFRSF1B/MAP3K5/COX7A1/NDUFC1/DNAL4/TBK1/HNRNPA2B1/SIGMAR1/SDHC/NDUFA13/NDUFS4/NXF3/NDUFA4L2/NUP160/SPG11/TUBB2B/BAD/NUP153/NDUFB4/PFN2/PINK1/DCTN6/NDUFA4/UQCR10/NDUFA8/DCTN3/GPX3/TPR/NUP50/PSMC2/GPX1/CYC1/COX6C/SEC13/GRIA2/COX8A/RANBP2/NDUFA2/NXF1/CAT/COX6A1/NDUFB6/ATG2B/DCTN2/TUBA4A/APAF1/NDUFB7/PSMB6/DAXX/KIF5C/SDHD/MAPK11/ATF6/TUBB6/PSMC3/NDUFB2/ANG/NDUFA6/NUP210/COX5B/CASP9/NDUFA10/HNRNPA1/PSMD8/UBQLN4/NDUFB11/ATG13/PSMB5/OPTN/PPP3CA/SOD1/NUP43/NDC1/NDUFB8/NDUFA3/TARDBP/ANXA7/UQCRQ/NDUFS3/TUBB2A/NDUFS7/NDUFS6/ERBB4/XBP1/ATF4/NDUFA1/UQCRC1/HSPA5/NUP98/DDIT3/NUP62 92 KEGG hsa05010 Alzheimer disease 96/1378 384/8135 2.561e-05 0.0005685 0.0003738 WNT5B/MAP3K5/COX7A1/NDUFC1/MAPK3/ATP2A3/SNCA/SLC25A4/FAS/SDHC/NDUFA13/NDUFS4/NDUFA4L2/ADAM17/TUBB2B/BAD/HSD17B10/NDUFB4/NDUFA4/UQCR10/APOE/NDUFA8/GSK3B/INSR/IDE/WNT11/CSNK2B/PSMC2/CYC1/FZD3/COX6C/COX8A/NDUFA2/COX6A1/NDUFB6/NFKB1/ATG2B/ITPR2/TUBA4A/APAF1/NDUFB7/PSMB6/KIF5C/SDHD/SLC39A8/CHUK/ATF6/LRP5/PIK3CB/TUBB6/PSMC3/NDUFB2/PSENEN/IL6/NDUFA6/CSNK1A1/COX5B/DKK4/CASP9/NDUFA10/PSMD8/NDUFB11/ATG13/PSMB5/FRAT1/CSNK1E/PPP3CA/SLC39A14/LPL/RTN3/NDUFB8/NDUFA3/UQCRQ/PIK3CD/CACNA1D/APH1B/IKBKG/RAF1/NDUFS3/VDAC3/TUBB2A/NDUFS7/FZD6/NDUFS6/XBP1/KRAS/FZD7/ATF4/NDUFA1/UQCRC1/APH1A/DDIT3/CALML4/FZD2/NRAS/PIK3CA 96 KEGG hsa04151 PI3K-Akt signaling pathway 89/1378 354/8135 4.039e-05 0.0007986 0.0005251 JAK2/LAMC3/MAPK3/PGF/THBS4/ANGPT1/IL2RG/IL7R/IL4R/SOS1/HGF/DDIT4/G6PC3/BAD/EGFR/EGF/ITGA5/ANGPT2/NTRK2/GSK3B/INSR/CDK4/NTF3/KIT/CREB3/RXRA/FGF20/ERBB2/EFNA5/JAK1/MAGI2/GNG3/GNG12/CHAD/ITGB7/LAMA5/F2R/NFKB1/NTRK1/YWHAH/CHUK/PIK3CB/IGF1/COMP/NOS3/FGF18/KDR/MYC/IL2RB/IL6/PIK3R5/EREG/PDGFB/PCK2/CD19/CASP9/VEGFA/GNB2/MLST8/MCL1/COL6A3/IL3RA/PRKAA1/LPAR2/PIK3CD/NGFR/IKBKG/RAF1/IL6R/THBS2/ITGB5/CREB1/CCND2/GHR/COL4A1/CDKN1A/ATF2/ERBB4/PHLPP1/KRAS/FGF5/COL4A2/ATF4/BDNF/RBL2/VEGFB/EPOR/NRAS/PIK3CA 89 KEGG hsa04146 Peroxisome 29/1378 82/8135 4.077e-05 0.0007986 0.0005251 ECI2/PEX10/PMVK/EPHX2/ACOX2/PEX19/DECR2/DDO/PHYH/ACSL5/HMGCL/PXMP2/ECH1/PEX7/PEX11A/CAT/PEX2/SCP2/PEX12/PEX14/SOD1/ACOX1/AGPS/ACOT8/MPV17/FAR2/CRAT/PXMP4/MVK 29 KEGG hsa05221 Acute myeloid leukemia 25/1378 67/8135 4.941e-05 0.0009141 0.000601 CEBPA/MAPK3/DUSP6/CCNA2/BCL2A1/SOS1/TCF7/BAD/PIM1/KIT/LEF1/PIM2/NFKB1/CHUK/PIK3CB/MYC/PML/PIK3CD/IKBKG/RAF1/STAT5A/TCF7L2/KRAS/NRAS/PIK3CA 25 KEGG hsa05340 Primary immunodeficiency 17/1378 38/8135 5.645e-05 0.0009894 0.0006505 TAP1/DCLRE1C/RFX5/IL2RG/IL7R/PTPRC/CD8A/ADA/CD40/ZAP70/CD3E/LCK/CD3D/CD19/TAP2/IKBKG/CD40LG 17 KEGG hsa04062 Chemokine signaling pathway 54/1378 192/8135 6.228e-05 0.001037 0.0006818 CXCL9/NFKBIA/CXCL10/STAT1/JAK2/CCL5/MAPK3/PLCG2/CXCL13/CCL18/CXCL11/PRKCB/SOS1/ITK/BAD/CX3CR1/GSK3B/CXCL2/CCR5/GNG3/GNG12/ROCK1/FGR/CXCR4/ARRB1/NFKB1/CCL8/CHUK/PIK3CB/RAC2/PIK3R5/ADCY1/XCL1/GNB2/CCR7/CXCL3/CXCR2/CCL13/PIK3CD/ADCY2/IKBKG/RAF1/GRK6/CCL7/RASGRP2/CXCL8/KRAS/PTK2B/RAP1B/CCR2/NRAS/PIK3CA/CXCR6/NCF1 54 KEGG hsa04066 HIF-1 signaling pathway 35/1378 109/8135 7.049e-05 0.001118 0.000735 TFRC/MAPK3/PLCG2/ANGPT1/PRKCB/EGFR/EGF/SERPINE1/ANGPT2/INSR/ERBB2/ENO2/PFKFB3/NFKB1/PFKM/IFNG/PIK3CB/IGF1/NOS3/IL6/PDK1/VEGFA/EGLN3/MKNK2/HIF1A/PDHB/PIK3CD/IL6R/ALDOC/TIMP1/CDKN1A/EP300/CUL2/CAMK2B/PIK3CA 35 KEGG hsa04210 Apoptosis 41/1378 136/8135 8.896e-05 0.001331 0.0008748 NFKBIA/CSF2RB/PARP3/MAP3K5/BIRC3/MAPK3/TRAF1/CTSW/FAS/CFLAR/BCL2A1/ATM/BAD/BIRC2/CTSF/PRF1/GZMB/CTSO/LMNB1/NFKB1/NTRK1/ITPR2/TUBA4A/APAF1/DAXX/CHUK/PIK3CB/CASP9/PARP4/BIRC5/MCL1/IL3RA/DFFB/PIK3CD/IKBKG/RAF1/KRAS/ATF4/DDIT3/NRAS/PIK3CA 41 KEGG hsa04722 Neurotrophin signaling pathway 37/1378 119/8135 9.521e-05 0.001331 0.0008748 NFKBIA/IRAK3/MAP3K5/MAPK3/RIPK2/PLCG2/SH2B2/SOS1/BAD/NTRK2/GSK3B/NTF3/MAPK7/NFKB1/NTRK1/MAPK11/PIK3CB/IRAK4/SORT1/MAGED1/MAPKAPK2/MAP3K3/MATK/PRDM4/PIK3CD/NGFR/RAF1/SH2B3/KRAS/RPS6KA1/RAP1B/ATF4/CAMK2B/BDNF/CALML4/NRAS/PIK3CA 37 KEGG hsa04014 Ras signaling pathway 62/1378 232/8135 9.59e-05 0.001331 0.0008748 RASGRP1/MAPK3/RGL1/PLCG2/PGF/TBK1/ANGPT1/PRKCB/PLA2G2D/SOS1/HGF/BAD/REL/EGFR/EGF/ANGPT2/NTRK2/INSR/RASGRP3/RALA/NTF3/KIT/FGF20/EFNA5/GNG3/GNG12/SHOC2/PLD1/ZAP70/NFKB1/NTRK1/PLA2G4C/CHUK/PIK3CB/IGF1/FGF18/EXOC2/KDR/RAC2/RALGDS/PDGFB/VEGFA/PLA1A/PLCE1/GNB2/LAT/PIK3CD/NGFR/IKBKG/RAF1/PAK2/RASAL2/RASGRP2/KRAS/ETS2/RAP1B/FGF5/BDNF/CALML4/VEGFB/NRAS/PIK3CA 62 KEGG hsa05012 Parkinson disease 69/1378 266/8135 0.0001076 0.001433 0.0009424 MAP3K5/COX7A1/NDUFC1/SLC18A2/SNCA/SLC25A4/SDHC/UCHL1/NDUFA13/NDUFS4/NDUFA4L2/TUBB2B/UBE2J1/NDUFB4/PINK1/NDUFA4/UQCR10/NDUFA8/PSMC2/CYC1/COX6C/COX8A/NDUFA2/COX6A1/NDUFB6/ITPR2/TUBA4A/APAF1/NDUFB7/PSMB6/DAXX/KIF5C/SDHD/SLC39A8/ATF6/TUBB6/SNCAIP/PSMC3/NDUFB2/NDUFA6/TRAP1/COX5B/CASP9/NDUFA10/TXN2/PSMD8/UBB/NDUFB11/PSMB5/SLC39A14/SOD1/NDUFB8/NDUFA3/UQCRQ/UBE2L6/NDUFS3/VDAC3/TUBB2A/NDUFS7/NDUFS6/XBP1/ATF4/NDUFA1/CAMK2B/UQCRC1/HSPA5/TH/DDIT3/CALML4 69 KEGG hsa04218 Cellular senescence 45/1378 156/8135 0.0001315 0.001685 0.001108 HLA-C/MAPK3/SLC25A4/NBN/SMAD3/HLA-F/CCNA2/HLA-G/HLA-A/ATR/CHEK2/CHEK1/ATM/SERPINE1/CDK4/HLA-B/HLA-E/NFKB1/FOXM1/ITPR2/CCNB2/MAPK11/PIK3CB/CCNB1/MYC/IL6/RAD50/RAD1/MAPKAPK2/PPP3CA/ZFP36L2/PIK3CD/CACNA1D/RAF1/CDK1/VDAC3/RAD9A/CCND2/CDKN1A/CXCL8/KRAS/CALML4/RBL2/NRAS/PIK3CA 45 KEGG hsa04370 VEGF signaling pathway 22/1378 59/8135 0.0001398 0.001705 0.001121 SPHK1/MAPK3/PLCG2/PRKCB/BAD/SH2D2A/HSPB1/PLA2G4C/MAPK11/PIK3CB/NOS3/KDR/RAC2/CASP9/VEGFA/MAPKAPK2/PPP3CA/PIK3CD/RAF1/KRAS/NRAS/PIK3CA 22 KEGG hsa05202 Transcriptional misregulation in cancer 53/1378 193/8135 0.0001433 0.001705 0.001121 SIX1/HOXA11/NUPR1/CEBPA/HOXA10/BIRC3/TRAF1/MLF1/DUSP6/CCNA2/BCL2A1/SS18L1/ATM/CDKN2C/REL/BIRC2/BCL11B/RXRA/GZMB/HPGD/PPARG/ITGB7/CD40/ELANE/NFKB1/NTRK1/CCNT2/IGF1/ETV6/MYC/IL2RB/IL6/PML/DEFA6/FUT8/DDB2/ETV7/NCOR1/HDAC1/TSPAN7/NGFR/TCF3/MAF/DEFA5/ID2/CCND2/CDKN1A/CXCL8/CDK9/CEBPB/PBX3/HMGA2/DDIT3 53 KEGG hsa04068 FoxO signaling pathway 39/1378 131/8135 0.0001758 0.002019 0.001328 MAPK3/GABARAPL1/SMAD3/GABARAPL2/IL7R/SOS1/G6PC3/ATM/EGFR/EGF/INSR/PRKAG1/PRKAB1/CAT/S1PR1/PLK2/CCNB2/MAPK11/CHUK/PIK3CB/IGF1/CCNB1/IL6/PCK2/HOMER3/CSNK1E/NLK/PRKAA1/PIK3CD/RAF1/CCND2/CDKN1A/ATG12/EP300/KRAS/GABARAP/RBL2/NRAS/PIK3CA 39 KEGG hsa05212 Pancreatic cancer 26/1378 76/8135 0.0001878 0.002085 0.001371 STAT1/MAPK3/SMAD3/BAD/EGFR/EGF/CDK4/RALA/ERBB2/JAK1/PLD1/NFKB1/CHUK/PIK3CB/RAC2/BRCA2/RALGDS/CASP9/VEGFA/DDB2/PIK3CD/IKBKG/RAF1/CDKN1A/KRAS/PIK3CA 26 KEGG hsa05330 Allograft rejection 16/1378 38/8135 0.0002227 0.002393 0.001573 HLA-C/HLA-DRB4/HLA-F/FAS/HLA-G/HLA-A/HLA-B/HLA-E/PRF1/GZMB/CD28/CD40/IFNG/HLA-DOB/HLA-DQB1/CD40LG 16 KEGG hsa05163 Human cytomegalovirus infection 59/1378 225/8135 0.0002446 0.002545 0.001673 NFKBIA/TAP1/HLA-C/CCL5/MAPK3/TBK1/HLA-F/FAS/HLA-G/PRKCB/HLA-A/TRAF5/SOS1/EGFR/GSK3B/CDK4/HLA-B/HLA-E/CREB3/CCR5/JAK1/GNG3/GNG12/IRF3/ROCK1/TAPBP/PTGER4/CXCR4/NFKB1/ITPR2/MAPK11/CHUK/PIK3CB/RAC2/MYC/IL6/ADCY1/CASP9/VEGFA/TAP2/GNB2/CXCR2/PPP3CA/PIK3CD/ADCY2/IKBKG/RAF1/IL6R/AKAP13/CREB1/CDKN1A/ATF2/CXCL8/KRAS/PTK2B/ATF4/CALML4/NRAS/PIK3CA 59 KEGG hsa04668 TNF signaling pathway 34/1378 112/8135 0.0002993 0.002947 0.001938 TNFAIP3/NFKBIA/CXCL10/IRF1/TNFRSF1B/MAP3K5/BIRC3/CCL5/MAPK3/TRAF1/IL15/FAS/TRAF5/CFLAR/BIRC2/CXCL2/CREB3/SELE/MAP3K8/NFKB1/MAPK11/CHUK/PIK3CB/IL6/NOD2/CXCL3/TRAF3/PIK3CD/IKBKG/CREB1/ATF2/CEBPB/ATF4/PIK3CA 34 KEGG hsa05415 Diabetic cardiomyopathy 54/1378 203/8135 0.0003009 0.002947 0.001938 PDK2/COX7A1/NDUFC1/ATP2A3/SLC25A4/SMAD3/SDHC/PRKCB/NDUFA13/NDUFS4/MPC2/NDUFA4L2/NDUFB4/NDUFA4/UQCR10/NDUFA8/GSK3B/INSR/CMA1/CYC1/COX6C/COX8A/NDUFA2/COX6A1/NDUFB6/NFKB1/NDUFB7/SDHD/AGT/MAPK11/PIK3CB/NOS3/RAC2/NDUFB2/NDUFA6/COX5B/NDUFA10/NDUFB11/PDHB/NDUFB8/NDUFA3/UQCRQ/PIK3CD/NDUFS3/VDAC3/NDUFS7/NDUFS6/COL3A1/MPC1/NDUFA1/CAMK2B/UQCRC1/PIK3CA/NCF1 54 KEGG hsa04919 Thyroid hormone signaling pathway 36/1378 121/8135 0.0003119 0.002967 0.001951 NOTCH1/DIO3/ATP1B1/STAT1/MAPK3/ATP2A3/PLCG2/PRKCB/MED13/SLC16A2/NCOA3/BAD/NOTCH4/GSK3B/RXRA/BMP4/MED1/MED13L/PFKM/PIK3CB/MYC/CASP9/PLCE1/DIO2/NCOR1/PLCD1/HIF1A/HDAC1/PIK3CD/RAF1/MED27/KAT2B/EP300/KRAS/NRAS/PIK3CA 36 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 109/1378 476/8135 0.0003488 0.003226 0.002121 WNT5B/TNFRSF1B/MAP3K5/COX7A1/NDUFC1/MAPK3/ATP2A3/DNAL4/TBK1/SNCA/SLC25A4/SIGMAR1/FAS/SDHC/PRKCB/UCHL1/NDUFA13/NDUFS4/NDUFA4L2/SPG11/TUBB2B/BAD/HSD17B10/UBE2J1/NDUFB4/PRNP/PINK1/DCTN6/NDUFA4/UQCR10/NDUFA8/GSK3B/DCTN3/GPX3/WNT11/CSNK2B/PSMC2/GPX1/CYC1/FZD3/COX6C/GRIA2/COX8A/NDUFA2/CAT/COX6A1/NDUFB6/NFKB1/ATG2B/DCTN2/ITPR2/TUBA4A/APAF1/NDUFB7/PSMB6/DAXX/KIF5C/SDHD/MAPK11/ATF6/LRP5/TUBB6/SNCAIP/PSMC3/NDUFB2/IL6/NDUFA6/TRAP1/CSNK1A1/COX5B/DKK4/CASP9/NDUFA10/PSMD8/UBB/NDUFB11/ATG13/PSMB5/FRAT1/CSNK1E/OPTN/PPP3CA/SOD1/NDUFB8/NDUFA3/TARDBP/UQCRQ/CACNA1D/RAF1/UBE2L6/NDUFS3/VDAC3/TUBB2A/NDUFS7/FZD6/NDUFS6/XBP1/KRAS/FZD7/ATF4/NDUFA1/CAMK2B/UQCRC1/HSPA5/BDNF/DDIT3/CALML4/FZD2/NRAS 109 KEGG hsa05132 Salmonella infection 63/1378 249/8135 0.0004415 0.003906 0.002568 NFKBIA/ACTR3B/BIRC3/MAPK3/RIPK2/ARPC1A/SKP1/PTPRC/TCF7/TUBB2B/PFN2/DCTN6/ACTR3/DCTN3/BIRC2/CASP4/RALA/DYNLRB1/STX10/EXOC7/PIK3C2B/LEF1/CYFIP2/NFKB1/DCTN2/VPS16/TUBA4A/KIF5C/MAPK11/CHUK/PIK3CB/EXOC2/TUBB6/DYNC1I1/MYC/IL6/TLR5/IRAK4/DYNC1H1/TXN2/NAIP/ABI1/ARPC5L/PIK3CD/GSDMD/NOD1/IKBKG/RAF1/KPNA1/TCF7L2/RHOH/TUBB2A/CYFIP1/MYD88/KPNA3/FLNA/CXCL8/PIK3C2G/ACTR2/PODXL/ACBD3/PIK3CA/DYNC2LI1 63 KEGG hsa04142 Lysosome 38/1378 132/8135 0.0004457 0.003906 0.002568 FUCA1/LGMN/GUSB/LAMP3/ATP6V0D1/CTSW/PLA2G15/ENTPD4/CTSA/DMXL2/AP1B1/GNPTAB/AP1G2/CTSF/CTSO/ASAH1/NAGLU/TCIRG1/HEXA/CD63/ABCA2/GM2A/AP4S1/AP1S1/SLC11A1/SORT1/DNASE2/LIPA/NEU1/GAA/MCOLN1/CTSG/CD164/NPC1/SGSH/PSAP/AP4M1/ARSB 38 KEGG hsa05223 Non-small cell lung cancer 24/1378 72/8135 0.0005075 0.004334 0.002849 MAPK3/PLCG2/PRKCB/SOS1/HGF/BAD/EGFR/EGF/CDK4/RXRA/ERBB2/FHIT/KIF5C/PIK3CB/CASP9/DDB2/PIK3CD/RAF1/STAT5A/CDKN1A/EML4/KRAS/NRAS/PIK3CA 24 KEGG hsa05164 Influenza A 46/1378 171/8135 0.0006307 0.005251 0.003452 NFKBIA/TPSAB1/CXCL10/TPSB2/STAT1/JAK2/HLA-DRB4/CCL5/MAPK3/ADAR/TBK1/SLC25A4/FAS/PRKCB/NXF3/KPNA2/CDK4/TYK2/JAK1/TPSD1/IRF3/NXF1/NFKB1/IFNG/APAF1/CHUK/PIK3CB/IL6/PML/IRAK4/HLA-DOB/HLA-DQB1/CASP9/TRAF3/DNAJC3/PIK3CD/IKBKG/RAF1/KPNA1/RAB11B/OAS2/EP300/MYD88/CXCL8/NUP98/PIK3CA 46 KEGG hsa05161 Hepatitis B 44/1378 162/8135 0.0006588 0.00535 0.003518 NFKBIA/STAT1/JAK2/MAPK3/TBK1/SMAD3/FAS/CCNA2/PRKCB/SOS1/BAD/TYK2/CREB3/JAK1/IRF3/NFKB1/STAT4/APAF1/MAPK11/CHUK/PIK3CB/MYC/IL6/IRAK4/CASP9/BIRC5/TRAF3/DDB2/PIK3CD/IKBKG/RAF1/CREB1/VDAC3/STAT5A/CDKN1A/ATF2/EP300/MYD88/CXCL8/KRAS/PTK2B/ATF4/NRAS/PIK3CA 44 KEGG hsa04662 B cell receptor signaling pathway 26/1378 82/8135 0.0007204 0.005712 0.003755 NFKBIA/MAPK3/PLCG2/DAPP1/MALT1/PRKCB/LILRB2/SOS1/LILRA2/GSK3B/RASGRP3/CD72/CD81/NFKB1/CHUK/PIK3CB/RAC2/CD19/PPP3CA/PIK3CD/IKBKG/RAF1/BCL10/KRAS/NRAS/PIK3CA 26 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 30/1378 100/8135 0.0008239 0.00638 0.004195 STAT1/JAK2/MAPK3/PLCG2/SMAD3/PRKCB/PIM1/SERPINE1/CDK4/SELE/NFKB1/AGT/MAPK11/PIK3CB/NOS3/IL6/EGR1/VEGFA/PLCE1/PLCD1/PIK3CD/STAT5A/COL4A1/COL3A1/CXCL8/KRAS/COL4A2/VEGFB/NRAS/PIK3CA 30 KEGG hsa05213 Endometrial cancer 20/1378 58/8135 0.0008981 0.006676 0.004389 MAPK3/SOS1/TCF7/BAD/EGFR/EGF/GSK3B/ERBB2/LEF1/PIK3CB/MYC/CASP9/DDB2/PIK3CD/RAF1/TCF7L2/CDKN1A/KRAS/NRAS/PIK3CA 20 KEGG hsa05144 Malaria 18/1378 50/8135 0.0009021 0.006676 0.004389 THBS4/GYPC/HGF/SDC1/ITGAL/PECAM1/SELE/CD40/CD81/CR1/IFNG/COMP/IL6/HBB/THBS2/MYD88/CXCL8/CD40LG 18 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 25/1378 79/8135 0.0009339 0.006761 0.004445 JAK2/MAPK3/PLCG2/PRKCB/SOS1/HGF/BAD/EGFR/EGF/GSK3B/ERBB2/JAK1/PIK3CB/IGF1/KDR/IL6/AXL/PDGFB/VEGFA/PIK3CD/RAF1/IL6R/KRAS/NRAS/PIK3CA 25 KEGG hsa04621 NOD-like receptor signaling pathway 48/1378 184/8135 0.001012 0.007172 0.004716 TNFAIP3/GBP1/AIM2/NFKBIA/GBP2/STAT1/BIRC3/CCL5/MAPK3/RIPK2/GABARAPL1/TBK1/TRIP6/GABARAPL2/TRAF5/NLRP1/CARD8/TYK2/BIRC2/CASP4/CXCL2/JAK1/IRF3/NFKB1/ITPR2/MAPK11/CHUK/IL6/IRAK4/NAMPT/DEFA6/TXN2/NOD2/CXCL3/TRAF3/NAIP/IFI16/GSDMD/NOD1/IKBKG/TRPV2/DEFA5/VDAC3/OAS2/ATG12/MYD88/CXCL8/GABARAP 48 KEGG hsa05215 Prostate cancer 29/1378 97/8135 0.001061 0.007361 0.00484 NFKBIA/AR/MAPK3/SOS1/TCF7/BAD/EGFR/EGF/GSK3B/CREB3/ERBB2/LEF1/NFKB1/CHUK/PIK3CB/IGF1/PDGFB/CASP9/PIK3CD/IKBKG/RAF1/CREB1/TCF7L2/CDKN1A/EP300/KRAS/ATF4/NRAS/PIK3CA 29 KEGG hsa04940 Type I diabetes mellitus 16/1378 43/8135 0.001143 0.007767 0.005107 HLA-C/HLA-DRB4/HLA-F/FAS/HLA-G/HLA-A/HLA-B/HLA-E/PRF1/GZMB/CD28/IFNG/PTPRN2/HLA-DOB/HLA-DQB1/CPE 16 KEGG hsa04630 JAK-STAT signaling pathway 43/1378 162/8135 0.001251 0.008225 0.005408 IL11RA/CSF2RB/IL15RA/STAT1/SOCS6/JAK2/IL21R/IL27RA/IL15/IL2RG/IL7R/IL4R/SOS1/EGFR/EGF/PIM1/TYK2/SOCS1/JAK1/CTF1/PTPN2/STAT4/IFNG/PIK3CB/MYC/IL2RB/IL6/PDGFB/MCL1/IL3RA/PIK3CD/RAF1/IL6R/STAT5A/CCND2/GHR/CDKN1A/EP300/IL13RA2/IL22/CISH/EPOR/PIK3CA 43 KEGG hsa04015 Rap1 signaling pathway 53/1378 210/8135 0.001295 0.008225 0.005408 PRKD2/MAPK3/PGF/ANGPT1/PRKCB/HGF/EGFR/EGF/ITGAL/PFN2/ANGPT2/INSR/RASGRP3/RALA/PRKD3/KIT/FGF20/EFNA5/MAGI2/SIPA1L1/F2R/KRIT1/ARAP3/MAPK11/PRKCI/PIK3CB/IGF1/FGF18/KDR/RAC2/RAPGEF6/ADCY1/RALGDS/SIPA1L3/PDGFB/VEGFA/PLCE1/LAT/LPAR2/TLN2/PIK3CD/NGFR/ADCY2/RAF1/RASGRP2/KRAS/LCP2/RAP1B/FGF5/CALML4/VEGFB/NRAS/PIK3CA 53 KEGG hsa04012 ErbB signaling pathway 26/1378 85/8135 0.001307 0.008225 0.005408 MAPK3/PLCG2/PRKCB/BTC/SOS1/BAD/EGFR/EGF/NCK2/GSK3B/ERBB2/CBLB/PIK3CB/MYC/HBEGF/EREG/PIK3CD/RAF1/STAT5A/PAK2/CDKN1A/ERBB4/KRAS/CAMK2B/NRAS/PIK3CA 26 KEGG hsa05162 Measles 38/1378 139/8135 0.001309 0.008225 0.005408 TNFAIP3/NFKBIA/STAT1/ADAR/TBK1/SLAMF1/FAS/IL2RG/BAD/GSK3B/CDK4/TYK2/JAK1/CSNK2B/IRF3/CD28/NFKB1/CBLB/CD3E/APAF1/CHUK/PIK3CB/HSPA6/IL2RB/CD3D/IL6/IRAK4/CASP9/TRAF3/PIK3CD/IKBKG/STAT5A/CCND2/OAS2/MYD88/HSPA2/CD3G/PIK3CA 38 KEGG hsa05416 Viral myocarditis 20/1378 60/8135 0.00145 0.008944 0.005881 SGCA/HLA-C/HLA-DRB4/SGCG/HLA-F/HLA-G/HLA-A/SGCB/ITGAL/HLA-B/HLA-E/PRF1/CD28/CD40/RAC2/HLA-DOB/HLA-DQB1/CASP9/CXADR/CD40LG 20 KEGG hsa05222 Small cell lung cancer 27/1378 92/8135 0.002098 0.0127 0.00835 NFKBIA/BIRC3/LAMC3/TRAF1/TRAF5/CKS1B/CDK4/BIRC2/BIRC7/RXRA/FHIT/LAMA5/CKS2/NFKB1/APAF1/CHUK/PIK3CB/MYC/CASP9/TRAF3/DDB2/PIK3CD/IKBKG/COL4A1/CDKN1A/COL4A2/PIK3CA 27 KEGG hsa05165 Human papillomavirus infection 76/1378 331/8135 0.002474 0.01471 0.009673 NOTCH1/HLA-C/WNT5B/STAT1/IRF1/LAMC3/MAPK3/TUBG2/THBS4/TBK1/ATP6V0D1/HLA-F/FAS/CCNA2/HLA-G/HLA-A/ATR/SOS1/TCF7/ATM/BAD/EGFR/EGF/ITGA5/TADA3/NOTCH4/GSK3B/CDK4/TYK2/HLA-B/HLA-E/CREB3/JAK1/WNT11/RFNG/IRF3/CHAD/FZD3/ITGB7/PTGER4/LAMA5/TCIRG1/MAML1/NFKB1/CHUK/PRKCI/PIK3CB/COMP/RBPJ/CSNK1A1/VEGFA/LLGL2/ATP6V0E2/TRAF3/COL6A3/HDAC1/PIK3CD/IKBKG/RAF1/THBS2/ITGB5/CREB1/TCF7L2/CCND2/COL4A1/CDKN1A/FZD6/EP300/UBR4/KRAS/COL4A2/FZD7/FZD2/RBL2/NRAS/PIK3CA 76 KEGG hsa05016 Huntington disease 71/1378 306/8135 0.002556 0.01489 0.009789 MAP3K5/COX7A1/NDUFC1/DNAL4/SLC25A4/SDHC/NDUFA13/NDUFS4/POLR2J/NDUFA4L2/POLR2I/POLR2L/TUBB2B/POLR2E/NDUFB4/POLR2F/DCTN6/NDUFA4/UQCR10/NDUFA8/DCTN3/GPX3/AP2M1/CREB3/PSMC2/PPARG/POLR2C/GPX1/CYC1/COX6C/GRIA2/COX8A/NDUFA2/COX6A1/NDUFB6/ATG2B/DCTN2/TUBA4A/APAF1/NDUFB7/PSMB6/KIF5C/SDHD/TUBB6/PSMC3/NDUFB2/POLR2G/NDUFA6/COX5B/CASP9/NDUFA10/PSMD8/NDUFB11/ATG13/PSMB5/SOD1/RCOR1/HDAC1/NDUFB8/NDUFA3/UQCRQ/NDUFS3/CREB1/VDAC3/TUBB2A/NDUFS7/NDUFS6/EP300/NDUFA1/UQCRC1/BDNF 71 KEGG hsa05332 Graft-versus-host disease 15/1378 42/8135 0.002593 0.01489 0.009789 HLA-C/HLA-DRB4/HLA-F/FAS/HLA-G/HLA-A/HLA-B/HLA-E/PRF1/GZMB/CD28/IFNG/IL6/HLA-DOB/HLA-DQB1 15 KEGG hsa04110 Cell cycle 34/1378 126/8135 0.002893 0.01633 0.01074 CDC25B/CDC7/SKP1/SMAD3/CCNA2/ATR/CHEK2/CHEK1/ATM/CDKN2C/ORC3/PTTG1/GSK3B/CDK4/DBF4/BUB1B/ORC6/CDC14A/YWHAH/CCNB2/CCNB1/CCNH/MYC/CDKN1C/CDC20/SMC1A/HDAC1/CDK1/CCND2/CDKN1A/WEE1/EP300/PTTG2/RBL2 34 KEGG hsa05203 Viral carcinogenesis 50/1378 204/8135 0.003358 0.01863 0.01225 NFKBIA/HLA-C/MAPK3/ATP6V0D1/TRAF1/HLA-F/CCNA2/HLA-G/HLA-A/TRAF5/CHEK1/BAD/REL/CDK4/HLA-B/HLA-E/CREB3/CCR5/JAK1/HNRNPK/IRF3/NFKB1/YWHAH/GTF2A2/PIK3CB/RBPJ/CDC20/SCIN/TRAF3/MAPKAPK2/HDAC1/PIK3CD/IKBKG/CREB1/CDK1/VDAC3/STAT5A/CCND2/KAT2B/CDKN1A/ATF2/EP300/ACTN1/UBR4/KRAS/GTF2H3/ATF4/RBL2/NRAS/PIK3CA 50 KEGG hsa05210 Colorectal cancer 25/1378 86/8135 0.003467 0.01893 0.01244 MAPK3/SMAD3/SOS1/TCF7/BAD/EGFR/EGF/GSK3B/RALA/LEF1/PIK3CB/RAC2/MYC/RALGDS/EREG/CASP9/BIRC5/DDB2/PIK3CD/RAF1/TCF7L2/CDKN1A/KRAS/NRAS/PIK3CA 25 KEGG hsa01524 Platinum drug resistance 22/1378 73/8135 0.003657 0.01964 0.01291 GSTA4/MAP3K5/BIRC3/MAPK3/ERCC1/FAS/ATM/BAD/BIRC2/MGST3/GSTM4/ERBB2/APAF1/PIK3CB/GSTM5/GSTM3/CASP9/BIRC5/TOP2A/PIK3CD/CDKN1A/PIK3CA 22 KEGG hsa05224 Breast cancer 38/1378 147/8135 0.003832 0.02026 0.01332 NOTCH1/WNT5B/MAPK3/SOS1/NCOA3/TCF7/EGFR/EGF/NOTCH4/GSK3B/CDK4/KIT/FGF20/ERBB2/WNT11/LEF1/FZD3/LRP5/PIK3CB/IGF1/FGF18/MYC/BRCA2/CSNK1A1/FRAT1/DDB2/JAG2/PIK3CD/RAF1/TCF7L2/CDKN1A/FZD6/KRAS/FGF5/FZD7/FZD2/NRAS/PIK3CA 38 KEGG hsa00280 Valine, leucine and isoleucine degradation 16/1378 48/8135 0.0042 0.02186 0.01437 IVD/ALDH7A1/ECHS1/BCKDHB/HSD17B10/PCCB/HMGCL/HADH/OXCT1/ACAT1/DLD/ALDH9A1/ALDH3A2/ACADM/ACAA2/ALDH6A1 16 KEGG hsa00190 Oxidative phosphorylation 35/1378 134/8135 0.004505 0.02308 0.01517 COX7A1/NDUFC1/ATP6V0D1/SDHC/NDUFA13/NDUFS4/NDUFA4L2/NDUFB4/NDUFA4/UQCR10/NDUFA8/CYC1/COX6C/COX8A/NDUFA2/TCIRG1/COX6A1/NDUFB6/NDUFB7/SDHD/NDUFB2/NDUFA6/COX5B/NDUFA10/ATP6V0E2/NDUFB11/NDUFB8/NDUFA3/UQCRQ/NDUFS3/NDUFS7/NDUFS6/NDUFA1/UQCRC1/PPA2 35 KEGG hsa05225 Hepatocellular carcinoma 42/1378 168/8135 0.004708 0.02352 0.01547 GSTA4/WNT5B/MAPK3/PLCG2/SMAD3/PRKCB/SOS1/HGF/TCF7/BAD/EGFR/SMARCD3/NQO1/GSK3B/CDK4/MGST3/GSTM4/WNT11/LEF1/FZD3/ARID1A/LRP5/PIK3CB/MYC/GSTM5/CSNK1A1/GSTM3/PBRM1/FRAT1/DDB2/SMARCD2/PIK3CD/RAF1/TCF7L2/CDKN1A/FZD6/TXNRD2/KRAS/FZD7/FZD2/NRAS/PIK3CA 42 KEGG hsa04917 Prolactin signaling pathway 21/1378 70/8135 0.004732 0.02352 0.01547 STAT1/IRF1/SOCS6/JAK2/MAPK3/SOS1/TNFRSF11A/GSK3B/SOCS1/NFKB1/MAPK11/PIK3CB/PIK3CD/RAF1/STAT5A/CCND2/KRAS/CISH/TH/NRAS/PIK3CA 21 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 6/1378 11/8135 0.004981 0.02439 0.01604 VKORC1/HPD/NQO1/COQ6/GGCX/COQ2 6 KEGG hsa05145 Toxoplasmosis 30/1378 112/8135 0.005557 0.02666 0.01753 NFKBIA/STAT1/BIRC3/JAK2/HLA-DRB4/LAMC3/MAPK3/BAD/TYK2/BIRC2/BIRC7/SOCS1/CCR5/JAK1/CD40/LAMA5/NFKB1/IFNG/MAPK11/CHUK/HSPA6/PIK3R5/IRAK4/HLA-DOB/HLA-DQB1/CASP9/IKBKG/MYD88/HSPA2/CD40LG 30 KEGG hsa05219 Bladder cancer 14/1378 41/8135 0.005666 0.02666 0.01753 MAPK3/EGFR/EGF/CDK4/ERBB2/TYMP/MYC/HBEGF/VEGFA/RAF1/CDKN1A/CXCL8/KRAS/NRAS 14 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 13/1378 37/8135 0.005764 0.02666 0.01753 ATP1B1/MAPK3/PRKCB/HSD11B2/INSR/PIK3CB/IGF1/NR3C2/PIK3CD/SLC9A3R2/KRAS/NEDD4L/PIK3CA 13 KEGG hsa05216 Thyroid cancer 13/1378 37/8135 0.005764 0.02666 0.01753 MAPK3/TCF7/TPR/RXRA/LEF1/PPARG/NTRK1/MYC/DDB2/TCF7L2/CDKN1A/KRAS/NRAS 13 KEGG hsa05135 Yersinia infection 35/1378 137/8135 0.006554 0.0299 0.01966 NFKBIA/ACTR3B/MAPK3/ARPC1A/GIT2/TBK1/CD8A/ITGA5/BAIAP2/ACTR3/GSK3B/IRF3/ROCK1/ZAP70/NFKB1/LCK/ARHGEF7/WIPF1/MAPK11/CHUK/PIK3CB/RAC2/IL6/IRAK4/LAT/ARPC5L/PIK3CD/IKBKG/MYD88/CXCL8/RPS6KA1/LCP2/PTK2B/ACTR2/PIK3CA 35 KEGG hsa00790 Folate biosynthesis 10/1378 26/8135 0.007293 0.0328 0.02157 GCH1/AKR1B1/AKR1B10/QDPR/PCBD1/MOCS2/GGH/AKR1C3/CBR1/TH 10 KEGG hsa04714 Thermogenesis 54/1378 232/8135 0.007388 0.0328 0.02157 MAP3K5/COX7A1/NDUFC1/NDUFAF3/SDHC/NDUFA13/NDUFS4/NDUFA4L2/SOS1/NDUFB4/SMARCD3/NDUFA4/UQCR10/NDUFA8/ACSL5/CREB3/PRKAG1/PRKAB1/PPARG/CYC1/KDM3A/COX6C/COX8A/NDUFA2/ARID1A/COX6A1/NDUFB6/NDUFB7/SDHD/MAPK11/NDUFB2/ADCY1/NDUFA6/COX5B/NDUFA10/COA3/NDUFB11/MLST8/SMARCD2/NDUFB8/PRKAA1/NDUFA3/UQCRQ/ADCY2/NDUFS3/CREB1/NDUFS7/ATF2/NDUFS6/KRAS/RPS6KA1/NDUFA1/UQCRC1/NRAS 54 KEGG hsa05211 Renal cell carcinoma 20/1378 69/8135 0.008722 0.03822 0.02513 MAPK3/SOS1/HGF/BAD/PIK3CB/PDGFB/VEGFA/EGLN3/HIF1A/PIK3CD/RAF1/PAK2/CDKN1A/EP300/CUL2/KRAS/RAP1B/FH/NRAS/PIK3CA 20 KEGG hsa01522 Endocrine resistance 26/1378 98/8135 0.01072 0.04634 0.03047 NOTCH1/MAPK3/SOS1/NCOA3/CDKN2C/BAD/EGFR/NOTCH4/CDK4/ERBB2/MED1/GPER1/MAPK11/PIK3CB/IGF1/HBEGF/ADCY1/NCOR1/JAG2/PIK3CD/ADCY2/RAF1/CDKN1A/KRAS/NRAS/PIK3CA 26 KEGG hsa04657 IL-17 signaling pathway 25/1378 94/8135 0.0118 0.05039 0.03313 TNFAIP3/NFKBIA/CXCL10/MAPK3/TBK1/TRAF5/GSK3B/CXCL2/MAPK7/NFKB1/IFNG/MAPK11/CHUK/IL6/MMP13/IL17RB/CXCL3/TRAF3/IL17RC/MUC5AC/IKBKG/CCL7/CXCL8/CEBPB/IL17RA 25 KEGG hsa05320 Autoimmune thyroid disease 16/1378 53/8135 0.01201 0.05039 0.03313 HLA-C/HLA-DRB4/HLA-F/FAS/HLA-G/HLA-A/CTLA4/HLA-B/HLA-E/PRF1/GZMB/CD28/CD40/HLA-DOB/HLA-DQB1/CD40LG 16 KEGG hsa04213 Longevity regulating pathway - multiple species 18/1378 62/8135 0.01225 0.05039 0.03313 INSR/PRKAG1/PRKAB1/CRYAB/CAT/PIK3CB/IGF1/HSPA6/ADCY1/SOD1/HDAC1/PRKAA1/PIK3CD/ADCY2/HSPA2/KRAS/NRAS/PIK3CA 18 KEGG hsa04640 Hematopoietic cell lineage 26/1378 99/8135 0.01226 0.05039 0.03313 IL11RA/HLA-DRB4/TFRC/IL7R/IL4R/CD38/CD8A/ITGA5/KIT/CD44/CD3E/CR1/CD3D/IL6/CD7/HLA-DOB/CD19/HLA-DQB1/IL3RA/CD2/IL6R/CD3G/MS4A1/ANPEP/EPOR/CD59 26 KEGG hsa01232 Nucleotide metabolism 23/1378 85/8135 0.01243 0.05048 0.03319 HDDC2/NME4/TK2/ENPP1/NME7/ENTPD4/IMPDH2/NT5C2/ADK/ADA/RRM2/DGUOK/NME3/TYMP/AK1/PNP/AK6/GUK1/DCTD/CTPS1/TYMS/NT5E/AMPD3 23 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 26/1378 100/8135 0.01397 0.05606 0.03686 CXCL9/CXCL10/TNFRSF1B/CCL5/CXCL13/CCL18/IL2RG/CXCL11/CX3CR1/TNFRSF14/CXCL2/CCR5/CXCR4/CCL8/IL2RB/IL6/XCL1/CCR7/CXCL3/CXCR2/CCL13/IL6R/TNFSF14/CCL7/CXCL8/CCR2 26 KEGG hsa03440 Homologous recombination 13/1378 41/8135 0.01478 0.05858 0.03852 TOPBP1/NBN/POLD2/ATM/BARD1/RPA1/RPA3/POLD4/BRCA2/RAD51C/RAD50/BABAM1/RAD51B 13 KEGG hsa00120 Primary bile acid biosynthesis 7/1378 17/8135 0.01591 0.06234 0.04099 CH25H/ACOX2/SLC27A5/CYP7B1/SCP2/ACOT8/AKR1C4 7 KEGG hsa04115 p53 signaling pathway 20/1378 73/8135 0.01654 0.06406 0.04212 FAS/ATR/CHEK2/CHEK1/ATM/SIVA1/SERPINE1/CDK4/RRM2/APAF1/CCNB2/IGF1/CCNB1/CASP9/DDB2/GTSE1/CDK1/CCND2/CDKN1A/SESN1 20 KEGG hsa04612 Antigen processing and presentation 21/1378 78/8135 0.0174 0.06658 0.04378 TAP1/HLA-C/LGMN/HLA-DRB4/RFX5/HLA-F/HLA-G/HLA-A/CD8A/HLA-B/HLA-E/TAPBP/IFNG/HSPA6/HLA-DOB/HLA-DQB1/TAP2/CREB1/HSPA2/NFYC/HSPA5 21 KEGG hsa04145 Phagosome 36/1378 152/8135 0.01968 0.07448 0.04897 TAP1/HLA-C/HLA-DRB4/TFRC/COLEC12/THBS4/ATP6V0D1/HLA-F/HLA-G/HLA-A/MRC2/OLR1/TUBB2B/PIKFYVE/ITGA5/HLA-B/HLA-E/SEC22B/TCIRG1/VAMP3/TUBA4A/COMP/TUBB6/DYNC1I1/HLA-DOB/HLA-DQB1/DYNC1H1/PLA2R1/TAP2/ATP6V0E2/SEC61A2/MBL2/THBS2/ITGB5/TUBB2A/NCF1 36 KEGG hsa00620 Pyruvate metabolism 14/1378 47/8135 0.02043 0.07609 0.05003 ALDH7A1/ME2/PC/MDH2/ACAT1/DLD/ALDH9A1/GRHPR/PCK2/ALDH3A2/PDHB/GLO1/MDH1/FH 14 KEGG hsa04931 Insulin resistance 27/1378 108/8135 0.02065 0.07609 0.05003 NFKBIA/PPP1R3C/PRKCB/PTPRF/G6PC3/SLC27A6/GSK3B/INSR/SLC27A5/CREB3/PRKAG1/PRKAB1/PYGM/NFKB1/AGT/PIK3CB/NOS3/NR1H2/IL6/PCK2/PRKCQ/OGT/PRKAA1/PIK3CD/CREB1/RPS6KA1/PIK3CA 27 KEGG hsa05230 Central carbon metabolism in cancer 19/1378 70/8135 0.02113 0.07609 0.05003 MAPK3/SLC7A5/EGFR/SCO2/KIT/ERBB2/NTRK1/PFKM/SIRT3/PIK3CB/MYC/PDK1/HIF1A/PDHB/PIK3CD/RAF1/KRAS/NRAS/PIK3CA 19 KEGG hsa04380 Osteoclast differentiation 31/1378 128/8135 0.02152 0.07609 0.05003 NFKBIA/TREM2/STAT1/TNFRSF11B/MAPK3/PLCG2/LILRB2/LILRA2/TNFRSF11A/TYK2/SOCS1/JAK1/PPARG/NFKB1/RELB/IFNG/LCK/MAPK11/CHUK/PIK3CB/TYROBP/CALCR/PPP3CA/CYLD/PIK3CD/IKBKG/CREB1/FHL2/LCP2/PIK3CA/NCF1 31 KEGG hsa00020 Citrate cycle (TCA cycle) 10/1378 30/8135 0.0217 0.07609 0.05003 SDHC/PC/MDH2/SDHD/DLD/PCK2/PDHB/SUCLG1/MDH1/FH 10 KEGG hsa01523 Antifolate resistance 10/1378 30/8135 0.0217 0.07609 0.05003 FOLR1/ABCC4/GGH/NFKB1/FOLR2/ABCC1/CHUK/IL6/IKBKG/TYMS 10 KEGG hsa04072 Phospholipase D signaling pathway 35/1378 148/8135 0.02171 0.07609 0.05003 SPHK1/MS4A2/MAPK3/PLCG2/AGPAT1/FCER1A/SOS1/EGFR/EGF/AGPAT5/DGKA/INSR/RALA/KIT/PLD1/PTGFR/F2R/PLA2G4C/DGKZ/AGT/PIK3CB/PIK3R5/ADCY1/RALGDS/PDGFB/CXCR2/LPAR2/PIK3CD/ADCY2/RAF1/CXCL8/KRAS/PTK2B/NRAS/PIK3CA 35 KEGG hsa05214 Glioma 20/1378 75/8135 0.02211 0.07669 0.05043 MAPK3/PLCG2/PRKCB/SOS1/EGFR/EGF/CDK4/PIK3CB/IGF1/PDGFB/DDB2/CAMK1/PIK3CD/RAF1/CDKN1A/KRAS/CAMK2B/CALML4/NRAS/PIK3CA 20 KEGG hsa04620 Toll-like receptor signaling pathway 26/1378 104/8135 0.02284 0.0784 0.05155 CXCL9/NFKBIA/CXCL10/STAT1/CCL5/MAPK3/TBK1/CXCL11/IRF3/TOLLIP/CD40/MAP3K8/NFKB1/MAPK11/CHUK/PIK3CB/IL6/TLR5/IRAK4/TRAF3/PIK3CD/IKBKG/MYD88/CXCL8/TLR8/PIK3CA 26 KEGG hsa05417 Lipid and atherosclerosis 48/1378 215/8135 0.02334 0.0793 0.05214 NFKBIA/MAP3K5/JAK2/CCL5/MAPK3/TBK1/FAS/OLR1/BAD/GSK3B/CXCL2/RXRA/SELE/IRF3/PPARG/CD40/POU2F1/NFKB1/APAF1/MAPK11/CHUK/ATF6/PIK3CB/NOS3/HSPA6/IL6/IRAK4/CASP9/CXCL3/TRAF3/PPP3CA/PIK3CD/IKBKG/XBP1/MYD88/HSPA2/CXCL8/KRAS/RAP1B/CD40LG/ATF4/CAMK2B/HSPA5/DDIT3/CALML4/NRAS/PIK3CA/NCF1 48 KEGG hsa04935 Growth hormone synthesis, secretion and action 29/1378 119/8135 0.02362 0.07946 0.05224 STAT1/JAK2/MAPK3/PLCG2/PRKCB/SOS1/GSK3B/SOCS1/CREB3/ITPR2/MAPK11/PIK3CB/IGF1/GHSR/ADCY1/SSTR5/PIK3CD/CACNA1D/ADCY2/RAF1/CREB1/STAT5A/GHR/ATF2/EP300/KRAS/ATF4/NRAS/PIK3CA 29 KEGG hsa05134 Legionellosis 16/1378 57/8135 0.02415 0.08044 0.05289 NFKBIA/CXCL2/SEC22B/NFKB1/CR1/APAF1/HSPA6/IL6/TLR5/CASP9/CXCL3/NAIP/MYD88/HSPA2/CLK1/CXCL8 16 KEGG hsa05220 Chronic myeloid leukemia 20/1378 76/8135 0.02538 0.08369 0.05502 NFKBIA/MAPK3/SMAD3/SOS1/BAD/CDK4/NFKB1/CHUK/PIK3CB/MYC/DDB2/HDAC1/PIK3CD/IKBKG/RAF1/STAT5A/CDKN1A/KRAS/NRAS/PIK3CA 20 KEGG hsa01200 Carbon metabolism 28/1378 115/8135 0.02612 0.08481 0.05576 SDS/ECHS1/SDHC/GOT1/ME2/PCCB/ENO2/PC/ESD/CAT/PFKM/MDH2/SDHD/ACAT1/DLD/PSPH/CPS1/PDHB/ACOX1/SUCLG1/ALDOC/ALDH6A1/MDH1/PRPS1/PRPS2/FH/RPE/ADPGK 28 KEGG hsa04060 Cytokine-cytokine receptor interaction 63/1378 295/8135 0.02623 0.08481 0.05576 CXCL9/IL11RA/CSF2RB/IL15RA/CXCL10/TNFRSF1B/TNFRSF11B/CCL5/IL32/IL21R/IL27RA/CXCL13/CCL18/IL15/FAS/IL2RG/CXCL11/IL7R/IL4R/TNFRSF21/CX3CR1/TNFRSF11A/TNFRSF14/CXCL2/CCR5/BMP4/GDF5/TNFRSF17/CTF1/IL1RL2/CD40/CXCR4/CCL8/CD27/IFNG/IL2RB/IL6/XCL1/IL17RB/TNFSF4/CCR7/CXCL3/CXCR2/CCL13/IL3RA/TNFSF8/IL17RC/IL1RN/GDF9/NGFR/IL6R/TNFSF14/GHR/CCL7/INHBB/CXCL8/IL13RA2/CCR2/CD40LG/IL22/IL17RA/EPOR/CXCR6 63 KEGG hsa05218 Melanoma 19/1378 72/8135 0.02807 0.08969 0.05897 MAPK3/HGF/BAD/EGFR/EGF/CDK4/FGF20/PIK3CB/IGF1/FGF18/PDGFB/DDB2/PIK3CD/RAF1/CDKN1A/KRAS/FGF5/NRAS/PIK3CA 19 KEGG hsa00480 Glutathione metabolism 16/1378 58/8135 0.02828 0.08969 0.05897 HPGDS/GSTA4/LAP3/GPX3/PRDX6/RRM2/SMS/MGST3/GSTM4/GPX1/GPX4/GSTM5/GSTM3/SRM/GGCT/ANPEP 16 KEGG hsa04650 Natural killer cell mediated cytotoxicity 31/1378 131/8135 0.0292 0.09174 0.06032 HLA-C/MAPK3/PLCG2/FAS/HLA-G/PRKCB/MICB/HLA-A/SOS1/ITGAL/HLA-B/HLA-E/PRF1/GZMB/ZAP70/IFNG/LCK/PIK3CB/RAC2/CD247/TYROBP/ULBP2/PPP3CA/LAT/PIK3CD/RAF1/KRAS/LCP2/PTK2B/NRAS/PIK3CA 31 KEGG hsa04614 Renin-angiotensin system 8/1378 23/8135 0.02991 0.0931 0.06121 CPA3/CTSA/CMA1/AGT/LNPEP/CTSG/ANPEP/PREP 8 KEGG hsa05160 Hepatitis C 36/1378 157/8135 0.0313 0.09594 0.06308 NFKBIA/CXCL10/STAT1/MAPK3/TBK1/FAS/CFLAR/SOS1/BAD/EGFR/EGF/GSK3B/CDK4/TYK2/RXRA/JAK1/IRF3/CLDN11/CD81/NFKB1/YWHAH/IFNG/APAF1/CHUK/PIK3CB/MYC/CASP9/TRAF3/PIK3CD/IKBKG/RAF1/CDKN1A/OAS2/KRAS/NRAS/PIK3CA 36 KEGG hsa04666 Fc gamma R-mediated phagocytosis 24/1378 97/8135 0.0314 0.09594 0.06308 SPHK1/ACTR3B/MAPK3/ARPC1A/PLCG2/LIMK2/PRKCB/PTPRC/ASAP1/MARCKSL1/ACTR3/BIN1/PLD1/PLA2G4C/PIK3CB/RAC2/SCIN/LAT/ARPC5L/PIK3CD/RAF1/ACTR2/PIK3CA/NCF1 24 KEGG hsa04723 Retrograde endocannabinoid signaling 34/1378 148/8135 0.03475 0.1052 0.06916 NDUFC1/MAPK3/PRKCB/ABHD6/NDUFA13/NDUFS4/NDUFA4L2/GABRB1/NDUFB4/NDUFA4/NDUFA8/GNG3/GABRA4/GNG12/GRIA2/NDUFA2/NDUFB6/ITPR2/NDUFB7/MAPK11/NDUFB2/ADCY1/NDUFA6/NDUFA10/NDUFB11/GNB2/NDUFB8/NDUFA3/CACNA1D/ADCY2/NDUFS3/NDUFS7/NDUFS6/NDUFA1 34 KEGG hsa05205 Proteoglycans in cancer 45/1378 205/8135 0.03574 0.107 0.07035 WNT5B/MAPK3/PLCG2/FAS/PRKCB/SOS1/HGF/SDC1/EGFR/ITGA5/ERBB2/WNT11/ROCK1/FZD3/ANK3/CD44/PPP1R12A/ITPR2/CD63/MAPK11/PIK3CB/IGF1/KDR/MYC/HBEGF/HSPB2/VEGFA/PLCE1/HIF1A/CTTN/PIK3CD/RAF1/ITGB5/CDKN1A/FZD6/ERBB4/FLNA/KRAS/FZD7/SMO/CAMK2B/TWIST1/FZD2/NRAS/PIK3CA 45 KEGG hsa05131 Shigellosis 53/1378 247/8135 0.03599 0.107 0.07035 NFKBIA/ACTR3B/FNBP1/CCL5/UBE2D4/MAPK3/RIPK2/ARPC1A/PLCG2/SKP1/TBK1/MALT1/TNIP1/TRAF5/ATM/EGFR/ITGA5/PFN2/ACTR3/GSK3B/CASP4/CAPNS1/RRAGA/ARHGEF2/IRF3/ROCK1/CD44/NFKB1/ITPR2/MAPK11/CHUK/PIK3CB/TLR5/UBB/PLCE1/GLMN/PRKCQ/NAIP/PLCD1/ARPC5L/TLN2/CTTN/PIK3CD/NOD1/IKBKG/RRAGD/BCL10/ATG12/MYD88/ACTN1/CXCL8/ACTR2/PIK3CA 53 KEGG hsa05226 Gastric cancer 34/1378 149/8135 0.03795 0.1118 0.07353 WNT5B/MAPK3/SMAD3/SOS1/HGF/TCF7/EGFR/EGF/GSK3B/RXRA/FGF20/ERBB2/WNT11/LEF1/FZD3/LRP5/PIK3CB/FGF18/MYC/CSNK1A1/FRAT1/DDB2/ABCB1/PIK3CD/RAF1/TCF7L2/CDKN1A/FZD6/KRAS/FGF5/FZD7/FZD2/NRAS/PIK3CA 34 KEGG hsa05418 Fluid shear stress and atherosclerosis 32/1378 139/8135 0.03858 0.1123 0.07385 GSTA4/MAP3K5/SDC1/NQO1/PECAM1/MAPK7/MGST3/BMP4/GSTM4/ARHGEF2/SELE/NFKB1/CDH5/IFNG/ASS1/MAPK11/CHUK/PIK3CB/NOS3/KDR/RAC2/GSTM5/PDGFB/GSTM3/VEGFA/TXN2/PRKAA1/PIK3CD/IKBKG/CALML4/PIK3CA/NCF1 32 KEGG hsa04510 Focal adhesion 44/1378 201/8135 0.03911 0.1123 0.07385 BIRC3/LAMC3/MAPK3/PGF/THBS4/PRKCB/SOS1/HGF/BAD/EGFR/EGF/ITGA5/GSK3B/BIRC2/ERBB2/ROCK1/CHAD/ITGB7/LAMA5/PPP1R12A/PIK3CB/IGF1/COMP/KDR/RAC2/PDGFB/VEGFA/ARHGAP35/COL6A3/PARVB/TLN2/PIK3CD/RAF1/THBS2/ITGB5/PAK2/CCND2/COL4A1/ACTN1/FLNA/RAP1B/COL4A2/VEGFB/PIK3CA 44 KEGG hsa04625 C-type lectin receptor signaling pathway 25/1378 104/8135 0.03937 0.1123 0.07385 NFKBIA/STAT1/IRF1/MAPK3/PLCG2/MALT1/NFKB1/CBLB/RELB/ITPR2/MAPK11/CHUK/PIK3CB/IL6/MAPKAPK2/PPP3CA/CYLD/PIK3CD/IKBKG/RAF1/BCL10/KRAS/CALML4/NRAS/PIK3CA 25 KEGG hsa05321 Inflammatory bowel disease 17/1378 65/8135 0.03946 0.1123 0.07385 STAT1/HLA-DRB4/IL21R/SMAD3/IL2RG/RORA/IL4R/NFKB1/STAT4/IFNG/IL6/TLR5/HLA-DOB/HLA-DQB1/NOD2/MAF/IL22 17 KEGG hsa00330 Arginine and proline metabolism 14/1378 51/8135 0.0402 0.113 0.07427 ALDH7A1/GAMT/GOT1/LAP3/AGMAT/SMS/GATM/NOS3/ALDH9A1/ALDH3A2/OAT/SRM/PYCR1/ALDH18A1 14 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 18/1378 70/8135 0.0406 0.113 0.07427 NFKBIA/CCL5/PLCG2/ATP6V0D1/ADAM17/EGFR/CXCL2/TCIRG1/NFKB1/MAPK11/CHUK/HBEGF/ATP6V0E2/CXCL3/CXCR2/NOD1/IKBKG/CXCL8 18 KEGG hsa05207 Chemical carcinogenesis - receptor activation 46/1378 212/8135 0.04071 0.113 0.07427 GSTA4/EPHX1/AR/JAK2/MAPK3/EPHX2/PRKCB/SOS1/BAD/EGFR/EGF/KPNA2/CREB3/MGST3/RXRA/FGF20/GSTM4/ARRB1/ADRB2/NFKB1/CHRNA3/PIK3CB/FGF18/UGT2B17/MYC/GSTM5/ADCY1/GSTM3/VEGFA/BIRC5/KPNB1/PIK3CD/CACNA1D/ADCY2/RAF1/CREB1/KPNA1/STAT5A/ATF2/KPNA3/KRAS/RPS6KA1/FGF5/ATF4/NRAS/PIK3CA 46 KEGG hsa04810 Regulation of actin cytoskeleton 47/1378 218/8135 0.04294 0.1182 0.07769 IQGAP2/ACTR3B/MAPK3/ARPC1A/LIMK2/SOS1/ITGAX/EGFR/EGF/ITGAL/PIKFYVE/ITGA5/ITGAE/PFN2/BAIAP2/ACTR3/FGF20/GNG12/CYFIP2/ROCK1/ITGB7/CXCR4/SSH3/F2R/PPP1R12A/DIAPH2/ARHGEF7/PIK3CB/FGF18/RAC2/PDGFB/SCIN/ARHGAP35/ARPC5L/LPAR2/PIK3CD/RAF1/ITGB5/PAK2/CYFIP1/ACTN1/KRAS/FGF5/ACTR2/MYH10/NRAS/PIK3CA 47 KEGG hsa04020 Calcium signaling pathway 51/1378 240/8135 0.04563 0.1246 0.0819 SPHK1/TACR2/ATP2A3/PLCG2/SLC25A4/PRKCB/CD38/HGF/PDE1A/EGFR/EGF/NTRK2/FGF20/ERBB2/HTR2B/ASPH/CXCR4/PTGFR/F2R/ADRB2/NTRK1/ITPR2/MCOLN3/ATP2B2/NOS3/FGF18/KDR/ADCY1/PDGFB/VEGFA/P2RX4/PLCE1/PPP3CA/CAMK1/PLCD1/ORAI3/TPCN1/MCOLN1/ATP2B4/CACNA1D/ADCY2/VDAC3/CCKAR/GNA14/ERBB4/PTK2B/FGF5/CAMK2B/ATP2B1/CALML4/VEGFB 51 KEGG hsa04144 Endocytosis 53/1378 251/8135 0.04681 0.1267 0.08333 FOLR1/HLA-C/ACTR3B/TFRC/ARPC1A/GIT2/SMAD3/HLA-F/SH3GL1/IL2RG/VPS37C/HLA-G/HLA-A/ZFYVE16/EGFR/ASAP1/ACTR3/AP2M1/HLA-B/HLA-E/CAPZA1/BIN1/CCR5/EHD3/PLD1/RAB11FIP1/CXCR4/CHMP6/ARRB1/ACAP1/CBLB/FOLR2/ARAP3/SNX2/KIF5C/WIPF1/PRKCI/CHMP2A/HSPA6/IL2RB/PML/ACAP2/USP8/CXCR2/ARPC5L/RUFY2/CHMP1B/GRK6/RAB11B/HSPA2/ARFGEF1/ACTR2/NEDD4L 53 KEGG hsa04916 Melanogenesis 24/1378 101/8135 0.04836 0.1299 0.08539 WNT5B/MAPK3/PRKCB/TCF7/GSK3B/KIT/CREB3/WNT11/LEF1/FZD3/ADCY1/DCT/ADCY2/RAF1/CREB1/TCF7L2/FZD6/EP300/KRAS/FZD7/CAMK2B/CALML4/FZD2/NRAS 24 KEGG hsa00071 Fatty acid degradation 12/1378 43/8135 0.04912 0.1309 0.08604 ALDH7A1/ECI2/ECHS1/ACSL5/HADH/ECI1/ACAT1/ALDH9A1/ALDH3A2/ACADM/ACOX1/ACAA2 12 KEGG hsa04936 Alcoholic liver disease 32/1378 142/8135 0.05014 0.1315 0.08648 NFKBIA/MAP3K5/ALDH7A1/TBK1/FAS/TCF7/GSK3B/CXCL2/PRKAG1/PRKAB1/LEF1/IRF3/NFKB1/MAPK11/CHUK/SCD5/ALDH9A1/IL6/IRAK4/ALDH3A2/CXCL3/TRAF3/ACADM/ACOX1/IL17RC/PRKAA1/IKBKG/TCF7L2/MYD88/CXCL8/LPIN1/IL17RA 32 KEGG hsa03020 RNA polymerase 10/1378 34/8135 0.05016 0.1315 0.08648 POLR2J/POLR2I/POLR2L/POLR3C/POLR2E/POLR2F/POLR2C/POLR1B/POLR2G/POLR1C 10 KEGG hsa05142 Chagas disease 24/1378 102/8135 0.05348 0.1391 0.09148 NFKBIA/CCL5/MAPK3/FAS/CFLAR/SERPINE1/NFKB1/CD3E/IFNG/MAPK11/CHUK/PIK3CB/CD3D/IL6/ADCY1/IRAK4/CD247/PIK3CD/IKBKG/GNA14/MYD88/CD3G/CXCL8/PIK3CA 24 KEGG hsa00240 Pyrimidine metabolism 15/1378 58/8135 0.0557 0.1438 0.09453 HDDC2/NME4/TK2/ENPP1/NME7/ENTPD4/NT5C2/RRM2/DPYS/NME3/TYMP/DCTD/CTPS1/TYMS/NT5E 15 KEGG hsa03250 Viral life cycle - HIV-1 16/1378 63/8135 0.057 0.1449 0.09526 NUP153/APOBEC3C/CCR5/SAMHD1/CPSF7/RANBP2/CXCR4/CHMP6/SERINC5/CCNT2/APOBEC3B/PIN1/ELL2/KAT2B/EP300/CDK9 16 KEGG hsa04623 Cytosolic DNA-sensing pathway 16/1378 63/8135 0.057 0.1449 0.09526 AIM2/NFKBIA/CXCL10/CCL5/ADAR/TBK1/POLR2L/POLR3C/POLR2E/POLR2F/IRF3/NFKB1/CHUK/IL6/IKBKG/POLR1C 16 KEGG hsa04664 Fc epsilon RI signaling pathway 17/1378 68/8135 0.05796 0.1462 0.09614 MS4A2/MAPK3/PLCG2/ALOX5AP/FCER1A/SOS1/PLA2G4C/MAPK11/PIK3CB/RAC2/LAT/PIK3CD/RAF1/KRAS/LCP2/NRAS/PIK3CA 17 KEGG hsa03013 Nucleocytoplasmic transport 25/1378 108/8135 0.05861 0.1467 0.09649 NXF3/NUP160/THOC2/NUP153/XPO6/KPNA2/THOC1/TPR/UBE2I/NUP50/SEC13/NMD3/RANBP2/NXF1/SNUPN/TNPO1/NUP210/KPNB1/NUP43/NDC1/KPNA1/NCBP2/KPNA3/NUP98/NUP62 25 KEGG hsa04912 GnRH signaling pathway 22/1378 93/8135 0.05942 0.1477 0.09709 MAPK3/PRKCB/SOS1/EGFR/MAPK7/PLD1/PLA2G4C/ITPR2/MAPK11/HBEGF/EGR1/ADCY1/MAP3K3/CACNA1D/ADCY2/RAF1/KRAS/PTK2B/ATF4/CAMK2B/CALML4/NRAS 22 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 8/1378 26/8135 0.05988 0.1477 0.09711 PIGT/GPAA1/PIGK/PIGA/PIGP/PIGH/PIGZ/PIGC 8 KEGG hsa04926 Relaxin signaling pathway 29/1378 129/8135 0.06158 0.1508 0.09913 NFKBIA/MAPK3/SOS1/EGFR/CREB3/GNG3/GNG12/ARRB1/NFKB1/MAPK11/PIK3CB/NOS3/MMP13/ADCY1/VEGFA/GNB2/PIK3CD/ADCY2/RAF1/CREB1/COL4A1/ATF2/COL3A1/KRAS/COL4A2/ATF4/VEGFB/NRAS/PIK3CA 29 KEGG hsa04071 Sphingolipid signaling pathway 27/1378 119/8135 0.06304 0.1532 0.1007 ADORA3/SPHK1/MS4A2/MAP3K5/MAPK3/FCER1A/PRKCB/CERS6/ASAH1/ROCK1/PLD1/CERS4/S1PR1/NFKB1/CERS2/ABCC1/MAPK11/PIK3CB/NOS3/RAC2/SGMS1/PIK3CD/RAF1/SGPL1/KRAS/NRAS/PIK3CA 27 KEGG hsa04330 Notch signaling pathway 15/1378 59/8135 0.06347 0.1532 0.1007 NOTCH1/ADAM17/NOTCH4/RFNG/MAML1/PSENEN/RBPJ/JAG2/TLE3/HDAC1/APH1B/KAT2B/TLE2/EP300/APH1A 15 KEGG hsa04211 Longevity regulating pathway 21/1378 89/8135 0.06592 0.1579 0.1038 INSR/CREB3/PRKAG1/PRKAB1/PPARG/CAT/NFKB1/PIK3CB/IGF1/ADCY1/ATG13/PRKAA1/PIK3CD/ADCY2/CREB1/ATF2/SESN1/KRAS/ATF4/NRAS/PIK3CA 21 KEGG hsa04150 mTOR signaling pathway 34/1378 156/8135 0.06695 0.1592 0.1047 WNT5B/MAPK3/SLC7A5/PRKCB/SOS1/DDIT4/DEPTOR/GSK3B/INSR/RRAGA/WNT11/FZD3/SEC13/GRB10/PRR5L/CHUK/LRP5/PIK3CB/IGF1/LAMTOR2/MLST8/PRKAA1/PIK3CD/RAF1/RRAGD/FZD6/KRAS/RPS6KA1/FZD7/LPIN1/CAB39L/FZD2/NRAS/PIK3CA 34 KEGG hsa04310 Wnt signaling pathway 36/1378 167/8135 0.06952 0.1642 0.108 WIF1/SFRP1/WNT5B/CHD8/SKP1/SMAD3/PRKCB/CBY1/TCF7/CTNNBIP1/GSK3B/WNT11/LEF1/CSNK2B/FZD3/LRP5/RAC2/MYC/CSNK1A1/DKK4/CXXC4/LGR5/FRAT1/CSNK1E/NLK/PPP3CA/TLE3/TCF7L2/CCND2/TLE2/FZD6/EP300/FZD7/SERPINF1/CAMK2B/FZD2 36 KEGG hsa00920 Sulfur metabolism 4/1378 10/8135 0.07321 0.1709 0.1124 SELENBP1/SUOX/MPST/PAPSS1 4 KEGG hsa03320 PPAR signaling pathway 18/1378 75/8135 0.0734 0.1709 0.1124 ACOX2/OLR1/SLC27A6/ACSL5/SLC27A5/RXRA/GK/PPARG/SCD5/SCP2/PCK2/ACADM/LPL/ACOX1/PLIN2/FABP7/FABP3/SORBS1 18 KEGG hsa01240 Biosynthesis of cofactors 33/1378 153/8135 0.07902 0.1827 0.1202 GCH1/VKORC1/HPD/NME4/MTHFD2/HAAO/NME7/GUSB/FECH/DHRS3/MPI/PNPO/IDO1/NQO1/MOCS2/UROD/NME3/COQ6/UROS/LIPT1/AK1/GGH/AK6/DLD/UGT2B17/GGCX/ALDH3A2/NADSYN1/CTPS1/PMM1/PANK3/CPOX/COQ2 33 KEGG hsa04520 Adherens junction 17/1378 71/8135 0.08172 0.1877 0.1234 MAPK3/SMAD3/PTPRF/TCF7/EGFR/BAIAP2/INSR/ERBB2/LEF1/CSNK2B/RAC2/NLK/ACP1/TCF7L2/EP300/ACTN1/SORBS1 17 KEGG hsa00230 Purine metabolism 28/1378 128/8135 0.08652 0.1973 0.1297 HDDC2/NME4/ENPP1/NME7/PDE1A/ENTPD4/IMPDH2/NT5C2/ADK/PGM1/ADA/RRM2/DGUOK/NME3/NUDT9/FHIT/AK1/PNP/NPR2/AK6/ADCY1/GUK1/ADCY2/NT5E/PRPS1/PRPS2/AMPD3/PAPSS1 28 KEGG hsa03420 Nucleotide excision repair 12/1378 47/8135 0.08832 0.2001 0.1315 CETN2/ERCC1/POLD2/RPA1/RPA3/POLD4/CCNH/DDB2/ERCC2/MNAT1/GTF2H3/RFC2 12 KEGG hsa00051 Fructose and mannose metabolism 9/1378 33/8135 0.09287 0.2089 0.1374 AKR1B1/AKR1B10/MPI/SORD/PFKFB3/PFKM/GMDS/PMM1/ALDOC 9 KEGG hsa04929 GnRH secretion 15/1378 64/8135 0.113 0.2522 0.1658 KCNN3/MAPK3/PRKCB/GPER1/ARRB1/ITPR2/PIK3CB/KCNN2/PIK3CD/CACNA1D/RAF1/GABBR1/KRAS/NRAS/PIK3CA 15 KEGG hsa04672 Intestinal immune network for IgA production 12/1378 49/8135 0.1136 0.2522 0.1658 IL15RA/HLA-DRB4/IL15/TNFRSF17/CD28/ITGB7/CD40/CXCR4/IL6/HLA-DOB/HLA-DQB1/CD40LG 12 KEGG hsa05152 Tuberculosis 37/1378 180/8135 0.1152 0.254 0.167 SPHK1/STAT1/JAK2/HLA-DRB4/MAPK3/RIPK2/RFX5/ATP6V0D1/MALT1/MRC2/BAD/ITGAX/JAK1/TCIRG1/NFKB1/CR1/IFNG/APAF1/MAPK11/IL6/IRAK4/HLA-DOB/HLA-DQB1/CASP9/PLA2R1/NOD2/PPP3CA/RAF1/CEBPG/CREB1/BCL10/EP300/MYD88/CEBPB/CAMK2B/NFYC/CALML4 37 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 30/1378 143/8135 0.1192 0.2611 0.1717 JARID2/WNT5B/JAK2/MAPK3/SMAD3/TCF7/GSK3B/BMP4/JAK1/WNT11/FZD3/ID4/PCGF1/MAPK11/PIK3CB/IGF1/MYC/KAT6A/PIK3CD/TCF3/RAF1/ID2/ID3/FZD6/INHBB/KRAS/FZD7/FZD2/NRAS/PIK3CA 30 KEGG hsa05130 Pathogenic Escherichia coli infection 40/1378 197/8135 0.1206 0.2624 0.1725 NFKBIA/ACTR3B/MAPK3/ARPC1A/SEC24A/FAS/TUBB2B/BAIAP2/NCK2/ACTR3/CASP4/ARHGEF2/CYFIP2/ROCK1/F2R/CLDN11/NFKB1/TUBA4A/WIPF1/MAPK11/CHUK/TUBB6/IL6/TLR5/IRAK4/CASP9/NAIP/ABI1/TMED10/ARPC5L/LPAR2/CTTN/IKBKG/TUBB2A/PAK2/CYFIP1/MYD88/CXCL8/ACTR2/MYH10 40 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 8/1378 30/8135 0.1217 0.2632 0.173 PCCB/CAT/MDH2/ACAT1/DLD/GRHPR/HYI/MDH1 8 KEGG hsa00260 Glycine, serine and threonine metabolism 10/1378 40/8135 0.1268 0.2723 0.1791 CBS/ALDH7A1/SDS/GAMT/GCAT/GATM/DLD/GRHPR/PSPH/SRR 10 KEGG hsa04141 Protein processing in endoplasmic reticulum 35/1378 171/8135 0.1282 0.2736 0.1799 MAP3K5/UBE2D4/SEC24A/SKP1/HERPUD1/SIL1/HSPH1/UBE2J1/LMAN2/DNAJC1/DNAJA1/SEC13/UBXN4/CRYAB/MBTPS1/ATF6/DAD1/MAN1C1/NGLY1/HSPA6/MAN1B1/UBQLN4/BAG1/SEC61A2/EDEM1/DDOST/DNAJC3/UBXN8/SSR2/XBP1/HSPA2/ATF4/HSPA5/SEL1L/DDIT3 35 KEGG hsa04725 Cholinergic synapse 24/1378 113/8135 0.1364 0.2892 0.1902 JAK2/MAPK3/KCNQ1/PRKCB/CREB3/GNG3/GNG12/KCNJ2/ITPR2/CHRNA3/PIK3CB/PIK3R5/ADCY1/GNB2/PIK3CD/CACNA1D/ADCY2/CREB1/KRAS/KCNQ3/ATF4/CAMK2B/NRAS/PIK3CA 24 KEGG hsa00052 Galactose metabolism 8/1378 31/8135 0.141 0.2935 0.193 AKR1B1/AKR1B10/G6PC3/B4GALT2/PGM1/PFKM/GAA/LCT 8 KEGG hsa00410 beta-Alanine metabolism 8/1378 31/8135 0.141 0.2935 0.193 ALDH7A1/ECHS1/DPYS/ALDH9A1/ALDH3A2/ACOX1/ALDH6A1/ALDH3B1 8 KEGG hsa04710 Circadian rhythm 8/1378 31/8135 0.141 0.2935 0.193 SKP1/RORA/PRKAG1/PRKAB1/CSNK1E/PRKAA1/CREB1/CRY1 8 KEGG hsa00760 Nicotinate and nicotinamide metabolism 9/1378 36/8135 0.1429 0.2947 0.1938 ENPP1/CD38/NT5C2/PNP/SIRT3/NAMPT/NADSYN1/NT5E/SIRT7 9 KEGG hsa04216 Ferroptosis 10/1378 41/8135 0.1436 0.2947 0.1938 TFRC/SLC7A11/PRNP/ACSL5/GPX4/FTL/SLC39A8/CP/SLC39A14/VDAC3 10 KEGG hsa04925 Aldosterone synthesis and secretion 21/1378 98/8135 0.1458 0.2947 0.1938 ATP1B1/PRKD2/PRKCB/PRKD3/CYP11A1/CREB3/KCNK3/ITPR2/ATP2B2/AGT/ADCY1/CAMK1/ATP2B4/CACNA1D/ADCY2/CREB1/ATF2/ATF4/CAMK2B/ATP2B1/CALML4 21 KEGG hsa05231 Choline metabolism in cancer 21/1378 98/8135 0.1458 0.2947 0.1938 MAPK3/SLC22A4/PRKCB/SOS1/EGFR/EGF/DGKA/PLD1/PLA2G4C/DGKZ/PIK3CB/RAC2/RALGDS/PDGFB/HIF1A/PIK3CD/RAF1/KRAS/CHPT1/NRAS/PIK3CA 21 KEGG hsa05140 Leishmaniasis 17/1378 77/8135 0.146 0.2947 0.1938 NFKBIA/STAT1/JAK2/HLA-DRB4/MAPK3/PRKCB/MARCKSL1/JAK1/NFKB1/CR1/IFNG/MAPK11/IRAK4/HLA-DOB/HLA-DQB1/MYD88/NCF1 17 KEGG hsa04140 Autophagy - animal 29/1378 141/8135 0.1482 0.2973 0.1954 MAPK3/GABARAPL1/TBK1/GABARAPL2/CFLAR/MTMR4/DDIT4/BAD/DEPTOR/UVRAG/RRAGA/SUPT20H/ATG2B/PIK3CB/HMGB1/PRKCQ/ATG13/MLST8/HIF1A/PRKAA1/ATG4A/PIK3CD/RAF1/RRAGD/ATG12/KRAS/GABARAP/NRAS/PIK3CA 29 KEGG hsa04720 Long-term potentiation 15/1378 67/8135 0.1514 0.3018 0.1984 MAPK3/PRKCB/GRIA2/ITPR2/ADCY1/PPP3CA/RAF1/EP300/KRAS/RPS6KA1/RAP1B/ATF4/CAMK2B/CALML4/NRAS 15 KEGG hsa04540 Gap junction 19/1378 88/8135 0.1523 0.3018 0.1984 MAPK3/PRKCB/SOS1/TUBB2B/EGFR/EGF/MAPK7/HTR2B/ITPR2/TUBA4A/TUBB6/ADCY1/PDGFB/ADCY2/RAF1/CDK1/TUBB2A/KRAS/NRAS 19 KEGG hsa00340 Histidine metabolism 6/1378 22/8135 0.1553 0.3061 0.2012 ALDH7A1/HDC/ALDH9A1/ALDH3A2/HNMT/ALDH3B1 6 KEGG hsa00600 Sphingolipid metabolism 12/1378 52/8135 0.1585 0.3088 0.203 SPHK1/CERS6/ASAH1/CERS4/UGCG/HEXA/CERS2/NEU1/SGMS1/SGPL1/PSAP/CERK 12 KEGG hsa00380 Tryptophan metabolism 10/1378 42/8135 0.1616 0.3088 0.203 ALDH7A1/HAAO/ECHS1/IDO1/CAT/HADH/ACAT1/DLD/ALDH9A1/ALDH3A2 10 KEGG hsa04910 Insulin signaling pathway 28/1378 137/8135 0.1616 0.3088 0.203 PPP1R3C/MAPK3/SH2B2/PRKAR2A/PTPRF/SOS1/G6PC3/BAD/GSK3B/INSR/SOCS1/PRKAG1/EXOC7/PRKAB1/PYGM/CBLB/PRKCI/PIK3CB/PCK2/MKNK2/PRKAA1/PIK3CD/RAF1/KRAS/CALML4/NRAS/PIK3CA/SORBS1 28 KEGG hsa04136 Autophagy - other 8/1378 32/8135 0.1617 0.3088 0.203 GABARAPL1/GABARAPL2/ATG2B/ATG13/MLST8/ATG4A/ATG12/GABARAP 8 KEGG hsa05143 African trypanosomiasis 9/1378 37/8135 0.1622 0.3088 0.203 FAS/PRKCB/APOL1/IDO1/SELE/IFNG/IL6/HBB/MYD88 9 KEGG hsa00562 Inositol phosphate metabolism 16/1378 73/8135 0.1623 0.3088 0.203 PLCG2/MTMR4/SYNJ1/PIKFYVE/MTMR6/PIK3C2B/PIK3CB/MTMR1/PLCE1/PLCD1/ISYNA1/PIK3CD/INPP5E/ALDH6A1/PIK3C2G/PIK3CA 16 KEGG hsa05217 Basal cell carcinoma 14/1378 63/8135 0.1689 0.3195 0.2101 WNT5B/TCF7/GSK3B/BMP4/WNT11/LEF1/FZD3/DDB2/TCF7L2/CDKN1A/FZD6/FZD7/SMO/FZD2 14 KEGG hsa04915 Estrogen signaling pathway 28/1378 138/8135 0.1718 0.3231 0.2125 MAPK3/SOS1/NCOA3/EGFR/KRT10/CREB3/GPER1/KRT14/ITPR2/PIK3CB/NOS3/HSPA6/HBEGF/ADCY1/PIK3CD/ADCY2/RAF1/GABBR1/CREB1/ATF2/HSPA2/KRAS/KRT33A/ATF4/KRT24/CALML4/NRAS/PIK3CA 28 KEGG hsa04514 Cell adhesion molecules 30/1378 149/8135 0.173 0.3236 0.2127 HLA-C/CDH2/HLA-DRB4/HLA-F/HLA-G/HLA-A/PTPRF/PTPRC/CD8A/SDC1/NEO1/CTLA4/ITGAL/HLA-B/HLA-E/PECAM1/SELE/CD28/ITGB7/CD40/CLDN11/CDH5/HLA-DOB/HLA-DQB1/CADM3/CD58/CD2/VCAN/CD40LG/ICAM3 30 KEGG hsa04934 Cushing syndrome 31/1378 155/8135 0.1783 0.3317 0.2181 WNT5B/MAPK3/TCF7/CDKN2C/EGFR/GSK3B/CDK4/CYP11A1/CREB3/WNT11/LEF1/KCNK3/FZD3/ITPR2/AGT/WDR5B/ADCY1/USP8/CACNA1D/ADCY2/CREB1/TCF7L2/CDKN1A/FZD6/ATF2/RAP1B/FZD7/ATF4/CAMK2B/FH/FZD2 31 KEGG hsa04920 Adipocytokine signaling pathway 15/1378 69/8135 0.1804 0.3338 0.2195 NFKBIA/TNFRSF1B/JAK2/G6PC3/ACSL5/PRKAG1/RXRA/PRKAB1/NFKB1/CHUK/PCK2/PRKCQ/AGRP/PRKAA1/IKBKG 15 KEGG hsa00650 Butanoate metabolism 7/1378 28/8135 0.1838 0.3381 0.2223 ECHS1/ACSM5/BDH2/HMGCL/HADH/OXCT1/ACAT1 7 KEGG hsa00983 Drug metabolism - other enzymes 17/1378 80/8135 0.1864 0.3411 0.2243 GSTA4/NME4/TK2/NME7/GUSB/IMPDH2/CES2/RRM2/DPYS/MGST3/GSTM4/NME3/TYMP/UGT2B17/GSTM5/GSTM3/NAT2 17 KEGG hsa01230 Biosynthesis of amino acids 16/1378 75/8135 0.1911 0.3478 0.2287 CBS/SDS/GOT1/ENO2/PC/PFKM/ASS1/PSPH/CPS1/ALDOC/PYCR1/PRPS1/ALDH18A1/PRPS2/RPE/ASNS 16 KEGG hsa05146 Amoebiasis 21/1378 102/8135 0.1938 0.3507 0.2306 LAMC3/PRKCB/CXCL2/SERPINB6/LAMA5/HSPB1/NFKB1/IFNG/PIK3CB/IL6/ADCY1/CXCL3/PIK3CD/CTSG/COL4A1/GNA14/COL3A1/ACTN1/CXCL8/COL4A2/PIK3CA 21 KEGG hsa04611 Platelet activation 25/1378 124/8135 0.1974 0.3552 0.2336 PTGS1/TBXAS1/RASGRP1/MAPK3/PLCG2/ROCK1/F2R/PPP1R12A/PLA2G4C/ITPR2/MAPK11/PRKCI/PIK3CB/NOS3/PIK3R5/ADCY1/ARHGAP35/TLN2/PIK3CD/ADCY2/RASGRP2/COL3A1/LCP2/RAP1B/PIK3CA 25 KEGG hsa04962 Vasopressin-regulated water reabsorption 10/1378 44/8135 0.2005 0.3589 0.236 DCTN6/CREB3/DCTN2/DYNC1I1/DYNC1H1/VAMP2/AQP2/CREB1/RAB11B/DYNC2LI1 10 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 4/1378 14/8135 0.2018 0.3593 0.2363 B4GALT2/ST3GAL2/FUT8/B4GALT3 4 KEGG hsa00513 Various types of N-glycan biosynthesis 9/1378 39/8135 0.204 0.3614 0.2376 MGAT4C/B4GALT2/HEXA/DAD1/MAN1C1/MAN1B1/FUT8/DDOST/B4GALT3 9 KEGG hsa00531 Glycosaminoglycan degradation 5/1378 19/8135 0.2083 0.367 0.2413 GUSB/NAGLU/HEXA/SGSH/ARSB 5 KEGG hsa00510 N-Glycan biosynthesis 11/1378 50/8135 0.2162 0.3769 0.2478 MGAT4C/B4GALT2/DPM3/DPAGT1/DAD1/MAN1C1/MAN1B1/FUT8/DDOST/ALG6/B4GALT3 11 KEGG hsa04979 Cholesterol metabolism 11/1378 50/8135 0.2162 0.3769 0.2478 LIPC/LRPAP1/APOE/APOC1/TSPO/SORT1/LIPA/LPL/VDAC3/NPC1/VAPA 11 KEGG hsa05323 Rheumatoid arthritis 19/1378 93/8135 0.2188 0.3794 0.2495 HLA-DRB4/CCL5/ANGPT1/ATP6V0D1/IL15/CTLA4/ITGAL/TNFRSF11A/CXCL2/CD28/TCIRG1/IFNG/IL6/HLA-DOB/HLA-DQB1/VEGFA/ATP6V0E2/CXCL3/CXCL8 19 KEGG hsa02010 ABC transporters 10/1378 45/8135 0.2213 0.3819 0.2511 TAP1/ABCC10/ABCC4/ABCA8/ABCA3/ABCC1/ABCA2/TAP2/ABCC8/ABCB1 10 KEGG hsa00561 Glycerolipid metabolism 13/1378 61/8135 0.2238 0.3841 0.2526 AKR1B1/AKR1B10/ALDH7A1/LIPC/AGPAT1/AGPAT5/DGKA/GK/DGKZ/ALDH9A1/ALDH3A2/LPL/LPIN1 13 KEGG hsa04921 Oxytocin signaling pathway 30/1378 154/8135 0.2264 0.3866 0.2542 MAPK3/MYL6B/PRKCB/CD38/EGFR/MAPK7/PRKAG1/PRKAB1/ROCK1/KCNJ2/PPP1R12A/PLA2G4C/ITPR2/NPR2/NOS3/PIK3R5/ADCY1/PPP3CA/CACNB2/CAMK1/PRKAA1/CACNA1D/ADCY2/RAF1/CDKN1A/CACNA2D3/KRAS/CAMK2B/CALML4/NRAS 30 KEGG hsa04360 Axon guidance 35/1378 182/8135 0.2286 0.3884 0.2554 WNT5B/SEMA4D/MAPK3/UNC5C/PLCG2/LIMK2/SEMA4A/SEMA3A/NEO1/NCK2/GSK3B/SEMA4C/EFNA5/ROCK1/FZD3/CXCR4/SSH3/EPHB6/SEMA3F/PIK3CB/EFNB1/RAC2/EPHA4/SEMA3E/PPP3CA/PIK3CD/RAF1/PLXNA1/PAK2/KRAS/SMO/CAMK2B/LRIG2/NRAS/PIK3CA 35 KEGG hsa00030 Pentose phosphate pathway 7/1378 30/8135 0.2359 0.3975 0.2614 RBKS/PGM1/PFKM/ALDOC/PRPS1/PRPS2/RPE 7 KEGG hsa00270 Cysteine and methionine metabolism 11/1378 51/8135 0.2364 0.3975 0.2614 CBS/BHMT2/SDS/GOT1/DNMT1/SMS/MDH2/MPST/AHCY/SRM/MDH1 11 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 4/1378 15/8135 0.2407 0.4025 0.2646 B3GALNT1/FUT1/HEXA/ST3GAL2 4 KEGG hsa00100 Steroid biosynthesis 5/1378 20/8135 0.2417 0.4025 0.2646 LBR/SC5D/LIPA/DHCR24/DHCR7 5 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 21/1378 106/8135 0.2486 0.4115 0.2706 MAPK3/PRKCB/PTH1R/EGFR/CREB3/RXRA/PLD1/ARRB1/ITPR2/LRP5/MMP13/HBEGF/EGR1/ADCY1/ADCY2/RAF1/AKAP13/CREB1/CDKN1A/ATF2/ATF4 21 KEGG hsa01212 Fatty acid metabolism 12/1378 57/8135 0.2496 0.4115 0.2706 ECHS1/TECR/MECR/ACSL5/HADH/ACAT1/SCD5/SCP2/ACADM/ACOX1/ACAA2/MCAT 12 KEGG hsa00350 Tyrosine metabolism 8/1378 36/8135 0.2566 0.4209 0.2768 FAH/HPD/GOT1/COMT/GSTZ1/DCT/ALDH3B1/TH 8 KEGG hsa00310 Lysine degradation 13/1378 63/8135 0.2614 0.4267 0.2806 ALDH7A1/ECHS1/EZH2/SETMAR/HADH/SMYD2/ACAT1/DLD/SETD1B/ALDH9A1/ALDH3A2/SETD2/SUV39H2 13 KEGG hsa05310 Asthma 7/1378 31/8135 0.2635 0.428 0.2814 MS4A2/HLA-DRB4/FCER1A/CD40/HLA-DOB/HLA-DQB1/CD40LG 7 KEGG hsa00514 Other types of O-glycan biosynthesis 10/1378 47/8135 0.2653 0.4289 0.282 GALNT11/GALNT10/EOGT/B4GALT2/RFNG/POFUT1/GALNT3/OGT/C1GALT1C1/B4GALT3 10 KEGG hsa00770 Pantothenate and CoA biosynthesis 5/1378 21/8135 0.2764 0.4447 0.2924 ENPP1/DPYS/ALDH3A2/PANK3/VNN1 5 KEGG hsa04070 Phosphatidylinositol signaling system 19/1378 97/8135 0.2799 0.4481 0.2946 PLCG2/PRKCB/MTMR4/SYNJ1/PIKFYVE/DGKA/MTMR6/PIK3C2B/DGKZ/ITPR2/PIK3CB/MTMR1/PLCE1/PLCD1/PIK3CD/INPP5E/PIK3C2G/CALML4/PIK3CA 19 KEGG hsa04622 RIG-I-like receptor signaling pathway 14/1378 70/8135 0.291 0.4608 0.303 NFKBIA/RNF125/CXCL10/TBK1/IRF3/NFKB1/MAPK11/CHUK/PIN1/TRAF3/CYLD/IKBKG/ATG12/CXCL8 14 KEGG hsa00640 Propanoate metabolism 7/1378 32/8135 0.292 0.4608 0.303 ECHS1/BCKDHB/PCCB/DLD/ACOX1/SUCLG1/ALDH6A1 7 KEGG hsa04215 Apoptosis - multiple species 7/1378 32/8135 0.292 0.4608 0.303 BIRC3/BIRC2/BIRC7/APAF1/CASP9/BIRC5/NGFR 7 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 19/1378 98/8135 0.296 0.465 0.3057 PLCG2/PRKCB/PRKCH/HTR2B/PTGER4/NTRK1/PLA2G4C/ITPR2/MAPK11/PIK3CB/IGF1/ADCY1/PRKCQ/PIK3CD/ADCY2/TRPV2/CAMK2B/CALML4/PIK3CA 19 KEGG hsa04260 Cardiac muscle contraction 17/1378 87/8135 0.2983 0.4663 0.3066 ATP1B1/COX7A1/ATP2A3/UQCR10/ASPH/CYC1/MYL3/COX6C/COX8A/COX6A1/COX5B/MYL4/CACNB2/UQCRQ/CACNA1D/CACNA2D3/UQCRC1 17 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 6/1378 27/8135 0.3018 0.4697 0.3088 B4GALT2/B3GALNT1/FUT1/ABO/FUT4/B4GALT3 6 KEGG hsa04022 cGMP-PKG signaling pathway 31/1378 167/8135 0.3163 0.4898 0.3221 ADORA3/ATP1B1/MAPK3/ATP2A3/SLC25A4/GTF2IRD1/BAD/INSR/CREB3/ROCK1/ADRB2/PPP1R12A/ITPR2/NPR2/ATP2B2/NOS3/PIK3R5/ADCY1/PPP3CA/KCNJ8/ATP2B4/CACNA1D/ADCY2/RAF1/CREB1/VDAC3/ATF2/ATF4/KCNMB2/ATP2B1/CALML4 31 KEGG hsa03410 Base excision repair 7/1378 33/8135 0.3211 0.4928 0.324 PARP3/POLD2/TDG/POLD4/MPG/PARP4/HMGB1 7 KEGG hsa04130 SNARE interactions in vesicular transport 7/1378 33/8135 0.3211 0.4928 0.324 BNIP1/SEC22B/VTI1B/VAMP3/VAMP7/USE1/VAMP2 7 KEGG hsa04137 Mitophagy - animal 14/1378 72/8135 0.3301 0.5043 0.3316 FIS1/GABARAPL1/TBK1/GABARAPL2/PINK1/CSNK2B/USP8/UBB/OPTN/HIF1A/KRAS/ATF4/GABARAP/NRAS 14 KEGG hsa00590 Arachidonic acid metabolism 12/1378 61/8135 0.3333 0.5068 0.3332 HPGDS/LTC4S/PTGS1/TBXAS1/EPHX2/PLA2G2D/GPX3/GPX1/PLA2G4C/AKR1C3/PTGDS/CBR1 12 KEGG hsa00010 Glycolysis / Gluconeogenesis 13/1378 67/8135 0.3422 0.5157 0.3391 ALDH7A1/G6PC3/PGM1/ENO2/PFKM/DLD/ALDH9A1/PCK2/ALDH3A2/PDHB/ALDOC/ALDH3B1/ADPGK 13 KEGG hsa05171 Coronavirus disease - COVID-19 42/1378 232/8135 0.3422 0.5157 0.3391 NFKBIA/CXCL10/C7/STAT1/MAPK3/ADAR/PLCG2/TBK1/PRKCB/ADAM17/EGFR/TYK2/CFD/JAK1/IRF3/RPS8/RPL12/NFKB1/RPS11/MAPK11/CHUK/PIK3CB/IL6/HBEGF/RPL10A/IRAK4/RPS5/TRAF3/MBL2/RPL27A/PIK3CD/RPL8/IKBKG/IL6R/RPL19/OAS2/MYD88/CXCL8/TLR8/RPL35A/PIK3CA/RPLP0 42 KEGG hsa04024 cAMP signaling pathway 40/1378 221/8135 0.3477 0.5158 0.3391 NFKBIA/ATP1B1/FXYD1/SOX9/MAPK3/ATP2A3/BAD/ABCC4/CREB3/ROCK1/PLD1/GRIA2/F2R/ADRB2/NFKB1/PPP1R12A/ARAP3/ATP2B2/PIK3CB/RAC2/GHSR/ADCY1/NPY1R/PLCE1/SSTR5/ACOX1/ATP2B4/PIK3CD/CACNA1D/ADCY2/RAF1/GABBR1/CREB1/EP300/RAP1B/CAMK2B/BDNF/ATP2B1/CALML4/PIK3CA 40 KEGG hsa03060 Protein export 5/1378 23/8135 0.3482 0.5158 0.3391 SPCS3/SEC11A/SEC61A2/SRP54/HSPA5 5 KEGG hsa03430 Mismatch repair 5/1378 23/8135 0.3482 0.5158 0.3391 POLD2/RPA1/RPA3/POLD4/RFC2 5 KEGG hsa03022 Basal transcription factors 9/1378 45/8135 0.3492 0.5158 0.3391 GTF2IRD1/TAF10/GTF2A2/CCNH/TAF9B/TAF7/ERCC2/MNAT1/GTF2H3 9 KEGG hsa00040 Pentose and glucuronate interconversions 7/1378 34/8135 0.3507 0.5158 0.3391 AKR1B1/CRYL1/AKR1B10/GUSB/SORD/UGT2B17/RPE 7 KEGG hsa05410 Hypertrophic cardiomyopathy 17/1378 90/8135 0.3516 0.5158 0.3391 SGCA/ATP2A3/SGCG/SGCB/ITGA5/PRKAG1/PRKAB1/MYL3/ITGB7/AGT/IGF1/IL6/CACNB2/PRKAA1/CACNA1D/ITGB5/CACNA2D3 17 KEGG hsa04610 Complement and coagulation cascades 16/1378 85/8135 0.3639 0.5295 0.3482 C7/PROS1/CLU/SERPINA1/SERPINA5/ITGAX/SERPINE1/CFD/TFPI/CFI/F8/F2R/CR1/C4BPB/MBL2/CD59 16 KEGG hsa00511 Other glycan degradation 4/1378 18/8135 0.3642 0.5295 0.3482 FUCA1/MAN2B2/HEXA/NEU1 4 KEGG hsa04670 Leukocyte transendothelial migration 21/1378 114/8135 0.3732 0.5403 0.3553 PLCG2/PRKCB/ITK/ITGAL/PECAM1/ROCK1/CXCR4/CLDN11/CDH5/MAPK11/PIK3CB/RAC2/TXK/ARHGAP35/PIK3CD/RHOH/ACTN1/PTK2B/RAP1B/PIK3CA/NCF1 21 KEGG hsa04911 Insulin secretion 16/1378 86/8135 0.3828 0.5517 0.3627 ATP1B1/KCNN3/PRKCB/CREB3/ADCY1/ABCC8/VAMP2/KCNN2/CACNA1D/ADCY2/CREB1/CCKAR/ATF2/ATF4/CAMK2B/KCNMB2 16 KEGG hsa05031 Amphetamine addiction 13/1378 69/8135 0.3844 0.5517 0.3627 SLC18A2/PRKCB/CREB3/GRIA2/PPP3CA/HDAC1/CACNA1D/CREB1/ATF2/ATF4/CAMK2B/TH/CALML4 13 KEGG hsa04973 Carbohydrate digestion and absorption 9/1378 47/8135 0.401 0.5732 0.3769 ATP1B1/PRKCB/G6PC3/PIK3CB/SLC2A5/PIK3CD/CACNA1D/LCT/PIK3CA 9 KEGG hsa04530 Tight junction 30/1378 169/8135 0.42 0.5965 0.3922 ACTR3B/MAP3K5/ARPC1A/MYL6B/MICALL2/ACTR3/RAP2C/CDK4/PRKAG1/ERBB2/PRKAB1/ARHGEF2/ROCK1/CLDN11/TUBA4A/PRKCI/RAB13/RAPGEF6/LLGL2/AMOTL2/ARPC5L/PRKAA1/NF2/CTTN/CACNA1D/TJP2/ACTN1/ACTR2/MYH10/NEDD4L 30 KEGG hsa04512 ECM-receptor interaction 16/1378 88/8135 0.4209 0.5965 0.3922 LAMC3/THBS4/SDC1/ITGA5/HMMR/CHAD/ITGB7/LAMA5/CD44/COMP/SV2B/COL6A3/THBS2/ITGB5/COL4A1/COL4A2 16 KEGG hsa04350 TGF-beta signaling pathway 17/1378 94/8135 0.4252 0.6 0.3945 MAPK3/SKP1/SMAD3/ZFYVE16/NEO1/BMP4/GDF5/ROCK1/ID4/IFNG/MYC/NBL1/TGIF2/ID2/ID3/EP300/INHBB 17 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 14/1378 77/8135 0.4318 0.6067 0.3989 SGCA/CDH2/ATP2A3/SGCG/SGCB/TCF7/ITGA5/LEF1/ITGB7/CACNB2/CACNA1D/ITGB5/TCF7L2/CACNA2D3 14 KEGG hsa03040 Spliceosome 26/1378 147/8135 0.438 0.6128 0.4029 LSM4/SNRNP40/THOC2/SF3B1/THOC1/LSM3/TCERG1/HNRNPK/DDX46/DDX23/SF3B5/HSPA6/LSM5/SRSF4/BUD31/HNRNPA1/SRSF8/PPIE/SNRPD2/TXNL4A/NCBP2/HSPA2/U2SURP/PUF60/PPIH/LSM2 26 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 4/1378 20/8135 0.4467 0.6224 0.4092 UST/CHST15/B4GALT7/CHST12 4 KEGG hsa04922 Glucagon signaling pathway 19/1378 107/8135 0.4503 0.6248 0.4108 SIK1/G6PC3/CREB3/PRKAG1/PRKAB1/PYGM/PFKM/ITPR2/PCK2/PPP3CA/PDHB/PRKAA1/ADCY2/CREB1/ATF2/EP300/ATF4/CAMK2B/CALML4 19 KEGG hsa05030 Cocaine addiction 9/1378 49/8135 0.453 0.6259 0.4116 SLC18A2/CREB3/GRIA2/NFKB1/CREB1/ATF2/ATF4/BDNF/TH 9 KEGG hsa00730 Thiamine metabolism 3/1378 15/8135 0.4794 0.6597 0.4338 THTPA/AK1/ACP1 3 KEGG hsa00062 Fatty acid elongation 5/1378 27/8135 0.4919 0.6713 0.4414 ECHS1/TECR/MECR/HADH/ACAA2 5 KEGG hsa04966 Collecting duct acid secretion 5/1378 27/8135 0.4919 0.6713 0.4414 ATP6V0D1/SLC12A7/TCIRG1/CA2/ATP6V0E2 5 KEGG hsa04918 Thyroid hormone synthesis 13/1378 75/8135 0.5117 0.6955 0.4573 ATP1B1/PRKCB/GPX3/CREB3/GPX1/ITPR2/ADCY1/ADCY2/CREB1/ATF2/ASGR1/ATF4/HSPA5 13 KEGG hsa00360 Phenylalanine metabolism 3/1378 16/8135 0.5252 0.7058 0.464 HPD/GOT1/ALDH3B1 3 KEGG hsa00220 Arginine biosynthesis 4/1378 22/8135 0.5256 0.7058 0.464 GOT1/ASS1/NOS3/CPS1 4 KEGG hsa00900 Terpenoid backbone biosynthesis 4/1378 22/8135 0.5256 0.7058 0.464 PMVK/ACAT1/DHDDS/MVK 4 KEGG hsa04930 Type II diabetes mellitus 8/1378 46/8135 0.5285 0.7068 0.4647 MAPK3/INSR/SOCS1/PIK3CB/ABCC8/PIK3CD/CACNA1D/PIK3CA 8 KEGG hsa05133 Pertussis 13/1378 76/8135 0.5324 0.7092 0.4663 IRF1/MAPK3/ITGA5/IRF3/NFKB1/MAPK11/IL6/IRAK4/C4BPB/NOD1/MYD88/CXCL8/CALML4 13 KEGG hsa04120 Ubiquitin mediated proteolysis 24/1378 142/8135 0.5402 0.7167 0.4712 BIRC3/UBE2D4/FBXW7/SKP1/TRIP12/UBE2J1/BIRC2/BIRC7/SOCS1/UBE2I/HERC1/CBLB/UBE2E3/DET1/UBE2M/PML/CDC20/UBB/DDB2/UBE2L6/TRIM32/CUL2/UBR5/NEDD4L 24 KEGG hsa04727 GABAergic synapse 15/1378 89/8135 0.553 0.728 0.4786 GABARAPL1/GABARAPL2/PRKCB/GABRB1/SLC38A2/GNG3/GABRA4/GNG12/SLC38A1/ADCY1/GNB2/CACNA1D/ADCY2/GABBR1/GABARAP 15 KEGG hsa04927 Cortisol synthesis and secretion 11/1378 65/8135 0.5531 0.728 0.4786 CYP11A1/CREB3/KCNK3/ITPR2/AGT/ADCY1/CACNA1D/ADCY2/CREB1/ATF2/ATF4 11 KEGG hsa05017 Spinocerebellar ataxia 24/1378 143/8135 0.5553 0.728 0.4786 MAP3K5/ATP2A3/SLC25A4/RORA/PRKCB/FGF14/PUM2/ATXN10/PSMC2/GRIA2/ATG2B/ITPR2/PSMB6/PIK3CB/PSMC3/RBPJ/PSMD8/ATG13/PSMB5/KAT5/PIK3CD/VDAC3/XBP1/PIK3CA 24 KEGG hsa04964 Proximal tubule bicarbonate reclamation 4/1378 23/8135 0.563 0.7312 0.4808 ATP1B1/PCK2/CA2/MDH1 4 KEGG hsa00450 Selenocompound metabolism 3/1378 17/8135 0.5686 0.7312 0.4808 SEPHS1/TXNRD2/PAPSS1 3 KEGG hsa00910 Nitrogen metabolism 3/1378 17/8135 0.5686 0.7312 0.4808 CA12/CPS1/CA2 3 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 25/1378 150/8135 0.5702 0.7312 0.4808 SCN1B/ATP1B1/MAPK3/ATP2A3/KCNQ1/CREB3/MYL3/ADRB2/ATP2B2/AGT/MAPK11/PIK3R5/ADCY1/MYL4/CACNB2/ATP2B4/CACNA1D/ADCY2/CREB1/ATF2/CACNA2D3/ATF4/CAMK2B/ATP2B1/CALML4 25 KEGG hsa04914 Progesterone-mediated oocyte maturation 17/1378 102/8135 0.5709 0.7312 0.4808 CDC25B/MAPK3/CCNA2/STK10/CCNB2/MAPK11/PIK3CB/IGF1/CCNB1/ADCY1/PIK3CD/ADCY2/RAF1/CDK1/KRAS/RPS6KA1/PIK3CA 17 KEGG hsa04972 Pancreatic secretion 17/1378 102/8135 0.5709 0.7312 0.4808 ATP1B1/CPA3/ATP2A3/KCNQ1/PRKCB/PLA2G2D/CD38/CLCA2/ITPR2/ATP2B2/ADCY1/CA2/ATP2B4/ADCY2/CCKAR/RAP1B/ATP2B1 17 KEGG hsa04390 Hippo signaling pathway 26/1378 157/8135 0.5844 0.7427 0.4883 WNT5B/BIRC3/SMAD3/TCF7/SERPINE1/GSK3B/BIRC2/BMP4/GDF5/WNT11/LEF1/FZD3/YWHAH/PRKCI/TP53BP2/MYC/LLGL2/BIRC5/CSNK1E/NF2/ID2/TCF7L2/CCND2/FZD6/FZD7/FZD2 26 KEGG hsa00512 Mucin type O-glycan biosynthesis 6/1378 36/8135 0.5866 0.7427 0.4883 GALNT11/GALNT10/GCNT3/ST3GAL2/GALNT3/C1GALT1C1 6 KEGG hsa03030 DNA replication 6/1378 36/8135 0.5866 0.7427 0.4883 POLD2/DNA2/RPA1/RPA3/POLD4/RFC2 6 KEGG hsa00053 Ascorbate and aldarate metabolism 5/1378 30/8135 0.5916 0.7462 0.4906 ALDH7A1/GUSB/UGT2B17/ALDH9A1/ALDH3A2 5 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 8/1378 49/8135 0.605 0.7545 0.4961 CYB5R1/GNPDA1/MPI/PGM1/HEXA/GMDS/CYB5R3/PMM1 8 KEGG hsa00565 Ether lipid metabolism 8/1378 49/8135 0.605 0.7545 0.4961 PLA2G2D/PLD3/PLA2G7/PLD1/PLA2G4C/AGPS/LPCAT4/CHPT1 8 KEGG hsa00564 Glycerophospholipid metabolism 16/1378 98/8135 0.6068 0.7545 0.4961 PNPLA6/PEMT/AGPAT1/PLA2G2D/PLA2G15/AGPAT5/DGKA/PLD3/PLD1/TAZ/PLA2G4C/DGKZ/PLA1A/LPCAT4/LPIN1/CHPT1 16 KEGG hsa00860 Porphyrin metabolism 7/1378 43/8135 0.6093 0.7545 0.4961 GUSB/FECH/UROD/UROS/UGT2B17/CP/CPOX 7 KEGG hsa00061 Fatty acid biosynthesis 3/1378 18/8135 0.6095 0.7545 0.4961 MECR/ACSL5/MCAT 3 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 6/1378 37/8135 0.6149 0.7584 0.4986 GOT1/DDO/ASRGL1/ASS1/CPS1/ASNS 6 KEGG hsa04923 Regulation of lipolysis in adipocytes 9/1378 56/8135 0.6243 0.7672 0.5044 PTGS1/INSR/ADRB2/PIK3CB/ADCY1/NPY1R/PIK3CD/ADCY2/PIK3CA 9 KEGG hsa05110 Vibrio cholerae infection 8/1378 50/8135 0.629 0.7701 0.5063 PLCG2/ATP6V0D1/KCNQ1/KDELR3/TCIRG1/ATP6V0E2/SEC61A2/TJP2 8 KEGG hsa04924 Renin secretion 11/1378 69/8135 0.6376 0.7748 0.5095 PDE1A/KCNJ2/PTGER4/ADRB2/CLCA2/ITPR2/AGT/PPP3CA/CACNA1D/CREB1/CALML4 11 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 11/1378 69/8135 0.6376 0.7748 0.5095 HPGDS/GSTA4/EPHX1/MGST3/GSTM4/UGT2B17/GSTM5/SULT1A2/GSTM3/NAT2/CBR1 11 KEGG hsa04114 Oocyte meiosis 21/1378 131/8135 0.6463 0.7826 0.5145 AR/MAPK3/SKP1/PTTG1/YWHAH/ITPR2/CCNB2/MAPK11/IGF1/CCNB1/ADCY1/CDC20/PPP3CA/SMC1A/ADCY2/CDK1/RPS6KA1/CAMK2B/PTTG2/CALML4/FBXO5 21 KEGG hsa04913 Ovarian steroidogenesis 8/1378 51/8135 0.6523 0.787 0.5174 INSR/HSD17B1/CYP11A1/PLA2G4C/IGF1/AKR1C3/ADCY1/ADCY2 8 KEGG hsa04728 Dopaminergic synapse 21/1378 132/8135 0.6607 0.7942 0.5222 SLC18A2/PRKCB/COMT/GSK3B/CREB3/GNG3/GNG12/GRIA2/ARRB1/ITPR2/KIF5C/MAPK11/GNB2/PPP3CA/CACNA1D/CREB1/ATF2/ATF4/CAMK2B/TH/CALML4 21 KEGG hsa04152 AMPK signaling pathway 19/1378 120/8135 0.6651 0.7967 0.5238 CCNA2/G6PC3/INSR/CREB3/PRKAG1/PRKAB1/PPARG/PFKFB3/PFKM/PIK3CB/IGF1/SCD5/PCK2/PRKAA1/PIK3CD/CREB1/RAB11B/CAB39L/PIK3CA 19 KEGG hsa04371 Apelin signaling pathway 22/1378 139/8135 0.6726 0.8006 0.5264 SPHK1/MAPK3/SMAD3/SERPINE1/PRKAG1/PRKAB1/GNG3/GNG12/MYL3/ITPR2/NOS3/PIK3R5/EGR1/ADCY1/GNB2/MYL4/PRKAA1/ADCY2/RAF1/KRAS/CALML4/NRAS 22 KEGG hsa03450 Non-homologous end-joining 2/1378 13/8135 0.6732 0.8006 0.5264 DCLRE1C/RAD50 2 KEGG hsa05414 Dilated cardiomyopathy 15/1378 96/8135 0.6768 0.802 0.5273 SGCA/ATP2A3/SGCG/SGCB/ITGA5/MYL3/ITGB7/AGT/IGF1/ADCY1/CACNB2/CACNA1D/ADCY2/ITGB5/CACNA2D3 15 KEGG hsa03050 Proteasome 7/1378 46/8135 0.6828 0.8063 0.5301 PSMB9/PSMC2/IFNG/PSMB6/PSMC3/PSMD8/PSMB5 7 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 12/1378 78/8135 0.6895 0.8113 0.5335 HPGDS/GSTA4/EPHX1/AKR7A3/MGST3/GSTM4/AKR7A2/UGT2B17/GSTM5/GSTM3/CBR1/ALDH3B1 12 KEGG hsa04217 Necroptosis 25/1378 159/8135 0.6924 0.8114 0.5335 TNFAIP3/STAT1/BIRC3/JAK2/SLC25A4/FAS/TRAF5/CFLAR/TYK2/BIRC2/JAK1/CHMP6/PYGM/STAT4/PLA2G4C/IFNG/FTL/CHMP2A/HMGB1/CYLD/CHMP1B/VDAC3/STAT5A/CAMK2B/USP21 25 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 4/1378 27/8135 0.6945 0.8114 0.5335 TECR/SCD5/SCP2/ACOX1 4 KEGG hsa04730 Long-term depression 9/1378 60/8135 0.7082 0.8246 0.5422 MAPK3/PRKCB/GRIA2/PLA2G4C/ITPR2/IGF1/RAF1/KRAS/NRAS 9 KEGG hsa03460 Fanconi anemia pathway 8/1378 54/8135 0.7166 0.8314 0.5467 ERCC1/ATR/FANCI/RPA1/RPA3/RMI1/BRCA2/RAD51C 8 KEGG hsa00140 Steroid hormone biosynthesis 9/1378 61/8135 0.7272 0.8408 0.5528 HSD11B2/COMT/HSD17B1/CYP11A1/CYP7B1/STS/UGT2B17/AKR1C3/AKR1C4 9 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 2/1378 15/8135 0.7494 0.8619 0.5667 HEXA/ST3GAL2 2 KEGG hsa00500 Starch and sucrose metabolism 5/1378 36/8135 0.7536 0.8619 0.5667 ENPP1/G6PC3/PGM1/PYGM/GAA 5 KEGG hsa04340 Hedgehog signaling pathway 8/1378 56/8135 0.7548 0.8619 0.5667 GAS1/SCUBE2/GSK3B/ARRB1/CSNK1A1/CSNK1E/CCND2/SMO 8 KEGG hsa04724 Glutamatergic synapse 17/1378 114/8135 0.7558 0.8619 0.5667 MAPK3/PRKCB/SLC38A2/GNG3/GNG12/PLD1/GRIA2/SLC38A1/PLA2G4C/ITPR2/ADCY1/GNB2/HOMER3/PPP3CA/CACNA1D/ADCY2/SLC1A1 17 KEGG hsa00515 Mannose type O-glycan biosynthesis 3/1378 23/8135 0.7734 0.879 0.5779 B4GALT2/FUT4/B4GALT3 3 KEGG hsa00430 Taurine and hypotaurine metabolism 2/1378 16/8135 0.7815 0.8851 0.582 FMO3/FMO4 2 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 3/1378 24/8135 0.7984 0.9 0.5917 EXT2/EXTL2/B4GALT7 3 KEGG hsa00982 Drug metabolism - cytochrome P450 10/1378 72/8135 0.8 0.9 0.5917 HPGDS/GSTA4/MGST3/GSTM4/UGT2B17/GSTM5/GSTM3/FMO3/FMO4/ALDH3B1 10 KEGG hsa03018 RNA degradation 11/1378 79/8135 0.8054 0.903 0.5937 LSM4/WDR61/EXOSC7/LSM3/ENO2/PABPC3/PFKM/DCP2/LSM5/EDC4/LSM2 11 KEGG hsa04970 Salivary secretion 13/1378 93/8135 0.8158 0.91 0.5983 ATP1B1/PRKCB/CD38/ADRB2/ITPR2/ATP2B2/ADCY1/VAMP2/ATP2B4/ADCY2/CST4/ATP2B1/CALML4 13 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 7/1378 53/8135 0.8171 0.91 0.5983 ATP1B1/PRKCB/PTH1R/AP2M1/ATP2B2/ATP2B4/ATP2B1 7 KEGG hsa00592 alpha-Linolenic acid metabolism 3/1378 25/8135 0.821 0.9113 0.5992 PLA2G2D/PLA2G4C/ACOX1 3 KEGG hsa04270 Vascular smooth muscle contraction 19/1378 134/8135 0.8351 0.9239 0.6074 MAPK3/MYL6B/PRKCB/PLA2G2D/PRKCH/ROCK1/PPP1R12A/PLA2G4C/ITPR2/NPR2/AGT/ADCY1/PRKCQ/CACNA1D/ADCY2/RAF1/KCNMB2/MYH10/CALML4 19 KEGG hsa04726 Serotonergic synapse 16/1378 115/8135 0.8407 0.927 0.6095 PTGS1/SLC18A2/MAPK3/PRKCB/GABRB1/HTR2B/GNG3/GNG12/PLA2G4C/ITPR2/GNB2/KCNN2/CACNA1D/RAF1/KRAS/NRAS 16 KEGG hsa05150 Staphylococcus aureus infection 13/1378 96/8135 0.8492 0.9322 0.613 HLA-DRB4/ITGAL/KRT10/CFD/CFI/KRT14/HLA-DOB/DEFA6/HLA-DQB1/MBL2/DEFA5/KRT33A/KRT24 13 KEGG hsa04971 Gastric acid secretion 10/1378 76/8135 0.8511 0.9322 0.613 ATP1B1/KCNQ1/PRKCB/KCNJ2/ITPR2/ADCY1/CA2/ADCY2/CAMK2B/CALML4 10 KEGG hsa05100 Bacterial invasion of epithelial cells 10/1378 77/8135 0.8621 0.9412 0.6189 ACTR3B/ARPC1A/ITGA5/ACTR3/PIK3CB/ARPC5L/CTTN/PIK3CD/ACTR2/PIK3CA 10 KEGG hsa05032 Morphine addiction 12/1378 91/8135 0.8663 0.9427 0.6198 PRKCB/PDE1A/GABRB1/GNG3/GABRA4/GNG12/ARRB1/ADCY1/GNB2/ADCY2/GABBR1/GRK6 12 KEGG hsa00670 One carbon pool by folate 2/1378 20/8135 0.8762 0.9504 0.6249 MTHFD2/TYMS 2 KEGG hsa01250 Biosynthesis of nucleotide sugars 4/1378 37/8135 0.8941 0.9667 0.6356 MPI/PGM1/GMDS/PMM1 4 KEGG hsa03008 Ribosome biogenesis in eukaryotes 14/1378 109/8135 0.9028 0.9729 0.6397 RBM28/NXF3/UTP6/NHP2/CSNK2B/HEATR1/NMD3/NXF1/POP7/AK6/MDN1/WDR43/EIF6/IMP3 14 KEGG hsa04976 Bile secretion 11/1378 89/8135 0.9077 0.9751 0.6411 ATP1B1/EPHX1/ABCC4/SLC27A5/RXRA/UGT2B17/ADCY1/CA2/ABCB1/KCNN2/ADCY2 11 KEGG hsa04713 Circadian entrainment 12/1378 97/8135 0.915 0.9797 0.6442 MAPK3/PRKCB/GNG3/GNG12/GRIA2/ADCY1/GNB2/CACNA1D/ADCY2/CREB1/CAMK2B/CALML4 12 KEGG hsa04721 Synaptic vesicle cycle 9/1378 78/8135 0.9296 0.9913 0.6518 SLC18A2/ATP6V0D1/AP2M1/TCIRG1/ATP6V0E2/VAMP2/SYT1/NAPA/SLC1A1 9 KEGG hsa04977 Vitamin digestion and absorption 2/1378 24/8135 0.9317 0.9913 0.6518 ABCC1/LMBRD1 2 KEGG hsa05206 MicroRNAs in cancer 43/1378 310/8135 0.9418 0.9985 0.6565 CDC25B/NOTCH1/MAPK3/PLCG2/PRKCB/DNMT1/SOS1/DDIT4/EZH2/ATM/EGFR/ITGA5/PIM1/NOTCH4/SOCS1/MAPK7/UBE2I/ERBB2/EFNA5/HNRNPK/ROCK1/FZD3/CD44/NFKB1/ZFPM2/ABCC1/PIK3CB/MYC/PDGFB/VEGFA/MCL1/ABCB1/HDAC1/BCL2L2/PIK3CD/RAF1/CCND2/CDKN1A/EP300/KRAS/HMGA2/NRAS/PIK3CA 43 KEGG hsa03010 Ribosome 20/1378 158/8135 0.9445 0.9985 0.6565 RPS8/RPL12/MRPL24/MRPL11/RPS11/RPL10A/MRPL23/RPS5/RPL27A/MRPS17/RPL8/RPL19/MRPS11/MRPL17/MRPL20/MRPL18/MRPS14/RPL35A/MRPL4/RPLP0 20 KEGG hsa04978 Mineral absorption 6/1378 60/8135 0.9547 1 0.6575 ATP1B1/CYBRD1/FTL/ATP2B2/ATP2B4/ATP2B1 6 KEGG hsa05168 Herpes simplex virus 1 infection 70/1378 495/8135 0.9643 1 0.6575 NFKBIA/TAP1/SRPK1/HLA-C/STAT1/BIRC3/JAK2/HLA-DRB4/CCL5/ZNF611/TBK1/ZNF267/HLA-F/FAS/HLA-G/HLA-A/TRAF5/NXF3/BAD/ZNF721/ZNF160/ITGA5/TNFRSF14/TYK2/BIRC2/HLA-B/HLA-E/JAK1/IRF3/ZNF430/TAPBP/NXF1/ZNF226/POU2F1/NFKB1/IFNG/APAF1/DAXX/HCFC2/CHUK/PIK3CB/IL6/PML/IRAK4/ZNF552/HLA-DOB/ZNF93/SRSF4/HLA-DQB1/CASP9/ZNF415/SRSF8/TAP2/TRAF3/ZNF132/ZNF587/ZNF222/ZNF562/PIK3CD/IKBKG/ZNF667/TNFSF14/OAS2/ZNF613/MYD88/ZNF343/ZNF91/CFP/ZNF549/PIK3CA 70 KEGG hsa00591 Linoleic acid metabolism 2/1378 29/8135 0.9684 1 0.6575 PLA2G2D/PLA2G4C 2 KEGG hsa04392 Hippo signaling pathway - multiple species 2/1378 29/8135 0.9684 1 0.6575 CSNK1E/NF2 2 KEGG hsa04744 Phototransduction 2/1378 29/8135 0.9684 1 0.6575 GUCA1A/CALML4 2 KEGG hsa01210 2-Oxocarboxylic acid metabolism 1/1378 19/8135 0.9707 1 0.6575 GOT1 1 KEGG hsa04974 Protein digestion and absorption 11/1378 103/8135 0.9727 1 0.6575 ATP1B1/CPA3/KCNQ1/SLC38A2/COL15A1/COL5A3/COL6A3/COL4A1/COL3A1/COL4A2/SLC1A1 11 KEGG hsa05033 Nicotine addiction 3/1378 40/8135 0.9754 1 0.6575 GABRB1/GABRA4/GRIA2 3 KEGG hsa00830 Retinol metabolism 6/1378 68/8135 0.9818 1 0.6575 PNPLA4/ALDH1A1/DHRS3/DHRS9/UGT2B17/ALDH1A3 6 KEGG hsa04975 Fat digestion and absorption 3/1378 43/8135 0.984 1 0.6575 AGPAT1/PLA2G2D/ACAT1 3 KEGG hsa04613 Neutrophil extracellular trap formation 22/1378 190/8135 0.9852 1 0.6575 MAPK3/PLCG2/SLC25A4/PRKCB/ITGAL/CASP4/ELANE/NFKB1/CR1/MAPK11/PIK3CB/RAC2/HMGB1/HDAC1/PIK3CD/GSDMD/RAF1/CTSG/VDAC3/TLR8/PIK3CA/NCF1 22 KEGG hsa03015 mRNA surveillance pathway 9/1378 97/8135 0.9894 1 0.6575 NXF3/RNGTT/CPSF7/NXF1/PABPC3/TARDBP/NCBP2/DAZAP1/CSTF2 9 KEGG hsa04950 Maturity onset diabetes of the young 1/1378 26/8135 0.992 1 0.6575 NR5A2 1 KEGG hsa04742 Taste transduction 7/1378 86/8135 0.9943 1 0.6575 PDE1A/GABRA4/TAS2R3/PKD2L1/SCN9A/GABBR1/SCN3A 7 KEGG hsa05034 Alcoholism 19/1378 187/8135 0.997 1 0.6575 SLC18A2/MAPK3/SLC29A1/SOS1/NTRK2/CREB3/GNG3/GNG12/GNB2/HDAC1/RAF1/CREB1/ATF2/KRAS/ATF4/BDNF/TH/CALML4/NRAS 19 KEGG hsa05322 Systemic lupus erythematosus 12/1378 136/8135 0.9979 1 0.6575 C7/HLA-DRB4/CD28/CD40/ELANE/IFNG/TRIM21/HLA-DOB/HLA-DQB1/CTSG/ACTN1/CD40LG 12 KEGG hsa04080 Neuroactive ligand-receptor interaction 36/1378 353/8135 0.9999 1 0.6575 ADORA3/TACR2/PTH1R/GABRB1/PENK/HTR2B/GABRA4/HRH3/GZMA/GRIA2/PTGER4/PTGFR/S1PR1/F2R/ADRB2/CHRNA3/AGT/TSPO/HCRT/GHSR/VIPR1/HCRTR2/NPY1R/P2RX4/CALCR/CHRNB1/SSTR5/NMB/LPAR2/TAC1/CTSG/GABBR1/GAL/CCKAR/GHR/GALR3 36 KEGG hsa04740 Olfactory transduction 8/1378 440/8135 1 1 0.6575 PDE1A/OR7A17/ARRB1/OR10H1/OR1F1/CAMK2B/OR12D2/CALML4 8