ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04142 Lysosome 68/2327 132/8135 1.994e-08 6.661e-06 5.563e-06 CTSC/GGA3/GUSB/MCOLN1/SCARB2/CD164/CTSH/CTSA/NPC1/CTSF/AP4M1/GNPTG/ENTPD4/DMXL2/CLTCL1/GM2A/GNPTAB/GNS/GALC/CTSK/ATP6V0A1/TCIRG1/PLA2G15/CD68/AP4E1/TPP1/CLTB/GGA2/PSAP/ARSG/CTSO/GAA/MAN2B1/AP3M1/HEXA/CTNS/LAPTM4A/NEU1/NPC2/PPT2/SGSH/HEXB/GALNS/NAGLU/HYAL1/GBA/LAMP1/CLN3/ASAH1/ACP5/LGMN/ARSA/IDS/LAPTM5/ATP6V0D1/CTSL/HYAL2/SLC11A2/LAMP2/WDR7/AP3S2/PSAPL1/SUMF1/NAGPA/AP4S1/GLB1/CLTC/AP1M1 68 KEGG hsa04144 Endocytosis 110/2327 251/8135 1.285e-07 2.146e-05 1.793e-05 CYTH1/ARRB1/RNF41/VPS4B/SH3KBP1/PLD1/AGAP3/ZFYVE16/STAM/ARF4/RAB11B/CLTCL1/PRKCZ/FOLR1/ARF6/TGFBR2/NEDD4/ASAP3/HSPA2/MVB12A/ACTR3C/CLTB/HSPA1A/CHMP1B/RUFY1/EHD4/HSPA6/HLA-E/PIP5K1A/RAB5A/WASL/HSPA1B/SH3GL2/TRAF6/SNX1/ARAP1/VTA1/ARPC2/HLA-G/VPS37C/NEDD4L/ARFGAP3/ASAP2/VPS29/CHMP4B/SNX4/ACAP3/HSPA8/ARPC5/HGS/SMAP2/PSD4/EPN2/AP2M1/ACTR2/WIPF3/VPS37A/EEA1/ARRB2/IGF1R/CDC42/WIPF1/ARPC5L/BIN1/RAB10/ARPC3/RAB11FIP3/SH3GLB2/VPS28/ARFGEF2/TGFBR1/AP2S1/PLD2/AGAP9/KIF5C/IST1/HRAS/SNX2/DNM2/EHD3/PSD/EPS15L1/ARF1/ARAP2/RAB11A/FGFR4/ARF5/SPG21/RHOA/SMURF2/CYTH3/IQSEC1/RAB22A/VPS37D/CYTH2/SMURF1/HLA-C/FGFR2/RAB11FIP4/CLTC/ITCH/CHMP7/VPS26B/RAB11FIP2/WIPF2/CXCR4/EHD1/AP2A1/TFRC/ARPC1A 110 KEGG hsa04010 MAPK signaling pathway 120/2327 294/8135 3.219e-06 0.0003584 0.0002993 FGF10/MAP3K4/BDNF/DUSP16/ARRB1/VEGFB/MAPK3/DUSP10/NGF/FGF2/MAPK12/ANGPT1/PDGFC/VEGFA/TGFB3/CACNA2D3/IL1R1/IRAK1/TGFBR2/AKT2/CACNA2D4/EGF/HSPA2/TAOK3/PGF/DUSP4/HSPA1A/MAP2K7/TAB1/CSF1/MAPK11/EPHA2/MAP3K12/MAP2K1/IL1RAP/HSPA6/MAP3K8/CACNA2D1/FGF9/MAP3K1/MYC/HSPA1B/ATF4/RPS6KA3/MEF2C/TRAF6/AKT3/MAP2K5/FGF5/GNG12/FGF7/CACNA1C/ERBB4/PDGFRB/PTPRR/RAP1B/KITLG/DUSP5/MAP2K6/EFNA5/HSPA8/PLA2G4A/NTF3/TEK/SOS1/FGF1/TRADD/EFNA4/INSR/RASGRP3/MAPK8IP1/FLNC/IL1B/GADD45B/FAS/ARRB2/NRAS/IGF1R/MET/CDC42/MAPT/IL1A/FGF16/PPP3CC/GADD45G/EREG/TGFBR1/HRAS/TNF/MKNK2/MYD88/PTPN7/PRKCB/BRAF/FGFR4/EFNA3/MAP3K3/CACNA1E/STK4/PDGFD/FGFR2/GNA12/DUSP3/RPS6KA1/HGF/DUSP7/RELB/PPM1A/PAK2/FGF23/MAP3K6/PLA2G4C/KRAS/RAC2/ERBB2/RRAS/CDC25B/CACNA1F/CACNB1/IGF2 120 KEGG hsa05132 Salmonella infection 103/2327 249/8135 8.035e-06 0.0006709 0.0005603 CYTH1/BCL2/MAPK3/IL6/DYNLRB2/EXOC4/MAPK12/RHOB/RILP/PFN2/VPS33A/PLEKHM2/TLR5/LEF1/ARHGEF26/HSP90AB1/RHOJ/IRAK1/ARF6/AKT2/VPS11/GSDMD/MYL12B/MYL10/ACTR3C/MAP2K7/FYCO1/TAB1/MAPK11/BIRC3/MAP2K1/PLEKHM1/RAB5A/MYC/DYNLT1/WASL/LY96/CASP1/TUBB2A/TRAF6/AKT3/KPNA3/ARPC2/VPS41/MAP2K6/ARPC5/SNX9/BAK1/PODXL/KPNA1/TRADD/VPS16/WASF3/NCKAP1/STX10/FLNC/PFN1/IL1B/ACTR2/CDC42/ARPC5L/DYNLL2/ANXA2/DYNC2H1/PIK3C2B/KLC4/DYNC2LI1/ARPC3/ARL8B/DCTN2/ARL8A/RIPK2/KIF5C/HRAS/KPNA4/TNF/SNX33/MYD88/AHNAK2/DNM2/CASP4/ARF1/BIRC2/MYO6/GAPDH/VPS39/RHOA/CYTH3/TNFRSF10B/CYTH2/DYNC1LI2/KLC1/PTPRC/DYNC1LI1/BRK1/ELMO1/EXOC5/IL18/TXN/RRAS/RHOG/HSP90AA1/ARPC1A 103 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 51/2327 106/8135 1.48e-05 0.0009887 0.0008257 ARRB1/AKAP13/BCL2/CREB5/MAPK3/ADCY8/PTHLH/PLD1/CREB3L4/CREB3L1/MMP14/PDE4D/ADCY1/CREB3/LRP5/RUNX2/MAFB/MEF2A/PDE4B/MAP2K1/ATF4/MEF2C/ATF6B/NR4A2/MMP16/GNAQ/LRP6/MEF2D/CYP24A1/ARRB2/GCM2/PLD2/CYP27B1/PLCB2/MMP15/GNAI3/PRKCB/BRAF/RHOA/ITPR2/PDE4A/SLC9A3R1/RXRA/ITPR1/TNFSF11/GNA12/FGF23/SP1/GNAI2/ARHGEF11/RXRG 51 KEGG hsa03050 Proteasome 27/2327 46/8135 1.865e-05 0.001038 0.0008671 POMP/PSMB7/PSMD12/PSMA5/PSMD8/PSMA4/PSMD7/PSMB5/PSMB2/PSME4/PSMB1/PSMA7/PSME3/PSMA3/PSMD6/PSMD14/PSMB8/PSME2/PSMD11/PSMB11/PSMB9/PSMC1/PSMC3/PSMB4/PSMB10/PSMA2/PSMD13 27 KEGG hsa04015 Rap1 signaling pathway 87/2327 210/8135 3.745e-05 0.001787 0.001492 FGF10/CDH1/VAV3/VEGFB/MAPK3/ADCY8/ITGB3/NGF/FGF2/MAPK12/ANGPT1/PDGFC/ITGB1/KRIT1/VEGFA/PFN2/RAPGEF1/LPAR1/PRKCZ/ADCY1/AKT2/EGF/PGF/VASP/CSF1/MAPK11/EPHA2/MAP2K1/FGF9/F2R/THBS1/SIPA1/AKT3/FGF5/TLN2/FGF7/PDGFRB/RAP1B/GRIN2A/KITLG/MAP2K6/EFNA5/PRKD1/ENAH/TEK/GNAQ/FGF1/EFNA4/INSR/RASGRP3/SIPA1L3/PFN1/FARP2/ADORA2A/NRAS/DRD2/IGF1R/MET/CDC42/RAPGEF6/FGF16/RALB/PLCB2/HRAS/MAGI2/DOCK4/APBB1IP/GNAI3/PRKCB/BRAF/FGFR4/RHOA/EFNA3/PDGFD/RALGDS/FGFR2/HGF/RAPGEF5/FGF23/PLCG1/P2RY1/KRAS/GNAI2/RAPGEF3/RAC2/TLN1/RRAS 87 KEGG hsa04141 Protein processing in endoplasmic reticulum 73/2327 171/8135 4.867e-05 0.002032 0.001697 BCL2/MAN1A1/UBE2J1/SEC63/HERPUD1/HSP90AB1/XBP1/SEC23A/CRYAB/HSPA2/SEC31A/SSR3/HSPA1A/SEC24D/MAP2K7/SEC61B/HSPA6/MAN1C1/OS9/SEC13/HSPA1B/ATF6/ATF4/SEC24A/ATF6B/EIF2S1/DNAJB2/SEC61G/CASP12/DNAJC1/SSR1/DNAJC10/SEC23B/TRAM1L1/CKAP4/UBQLN1/STT3A/UBXN6/HSPA8/UBE4B/SAR1A/RNF185/UBE2G2/UGGT2/BAK1/EIF2AK3/YOD1/SEC61A1/PRKCSH/BAG1/UBXN2A/EDEM2/RAD23B/HSPA5/DAD1/UBE2D2/ERLEC1/UBXN1/DNAJC5/EIF2AK4/ATXN3/LMAN1/MBTPS2/UBXN8/DNAJB11/ERN1/UBE2D3/MOGS/SEC31B/RRBP1/BCAP31/DNAJA2/HSP90AA1 73 KEGG hsa05017 Spinocerebellar ataxia 61/2327 143/8135 0.0002029 0.007528 0.006287 ATG13/AMBRA1/TBPL1/ATP2A3/SLC25A4/XBP1/AKT2/PIK3R4/PSMB7/VLDLR/CIC/ATXN10/GRIA1/ATG2B/RB1CC1/ATG2A/PSMD12/AKT3/NOP56/GRIN2A/PSMA5/VDAC2/PSMD8/PSMA4/ATG14/GNAQ/PSMD7/PSMB5/PSMB2/PSMB1/PSMA7/WIPI1/ULK2/GRIN2D/ULK1/PSMA3/PSMD6/ATXN1L/OMA1/PSMD14/PLCB2/NRBF2/VDAC1/PSMD11/PRKCB/WIPI2/ATXN3/ITPR2/ERN1/PSMC1/ITPR1/ATXN1/GRIA3/PSMC3/PSMB4/FGF14/SP1/PSMA2/PSMD13/AFG3L2/ATXN2L 61 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 11/2327 15/8135 0.0004214 0.01407 0.01175 B3GALT4/ST6GALNAC6/ST3GAL5/HEXA/HEXB/ST6GALNAC5/ST6GALNAC3/ST6GALNAC4/ST8SIA5/SLC33A1/GLB1 11 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 44/2327 100/8135 0.000686 0.02083 0.0174 NOX4/COL1A1/BCL2/VEGFB/MAPK3/IL6/FOXO1/MAPK12/VEGFA/TGFB3/PIM1/STAT5A/PRKCZ/TGFBR2/AGTR1/AKT2/PLCD3/MAPK11/VCAM1/AKT3/STAT1/EDN1/PRKCE/MMP2/IL1B/NRAS/SERPINE1/CDC42/IL1A/TGFBR1/PLCB2/HRAS/TNF/COL4A4/PRKCB/FN1/STAT5B/CCL2/F3/PLCD4/CCND1/PLCG1/KRAS/COL1A2 44 KEGG hsa04140 Autophagy - animal 58/2327 141/8135 0.0008701 0.02422 0.02023 ATG13/RAB39B/BCL2/MAPK3/DAPK2/AMBRA1/ZFYVE1/DAPK1/MTMR3/TSC2/MTMR14/AKT2/PIK3R4/STK11/DEPTOR/MAP2K1/ATG2B/RB1CC1/ATG2A/TP53INP2/RRAGD/TRAF6/AKT3/EIF2S1/MTMR4/DDIT4/TSC1/GABARAPL1/WDR41/ATG14/EIF2AK3/LAMP1/MAP1LC3A/WIPI1/ULK2/NRAS/IGF1R/SNAP29/ULK1/BAD/SMCR8/HRAS/NRBF2/CTSL/LAMP2/GABARAP/EIF2AK4/WIPI2/ATG7/ATG12/ERN1/ITPR1/BCL2L1/MAP1LC3C/KRAS/RRAS/IRS2/ATG3 58 KEGG hsa04510 Focal adhesion 78/2327 201/8135 0.001026 0.02637 0.02202 COL1A1/VAV3/BCL2/LAMA2/ACTN1/VEGFB/MAPK3/ITGB3/PDGFC/ITGB1/VEGFA/RAPGEF1/ITGAV/LAMB1/AKT2/EGF/MYL12B/MYL10/ITGB5/ITGA2/PGF/VASP/BIRC3/MAP2K1/THBS1/PIP5K1A/ARHGAP35/SHC1/AKT3/TLN2/ITGA4/PDGFRB/PARVB/RAP1B/LAMA4/LAMA3/CHAD/VCL/SOS1/PTK2/FLNC/LAMA1/ITGA5/IGF1R/MET/CDC42/ROCK1/BAD/HRAS/ITGA6/LAMC1/COL4A4/THBS4/PRKCB/BRAF/LAMB4/BIRC2/SHC2/FN1/RHOA/MYLK3/ITGB7/ITGB8/SPP1/ITGB6/CCND2/PDGFD/VTN/IBSP/HGF/VWF/PAK2/COL6A2/CCND1/RAC2/ERBB2/TLN1/COL1A2 78 KEGG hsa05130 Pathogenic Escherichia coli infection 76/2327 197/8135 0.001433 0.03215 0.02685 TJP1/CYTH1/MAPK3/IL6/MYO1B/MAPK12/ITGB1/FCGR2A/TLR5/LPAR1/IL1R1/IRAK1/ARF6/ABL1/CLDN11/ACTR3C/ARHGEF2/SEC24D/TAB1/MAPK11/MYO1F/MYO1D/F2R/WASL/CASP1/SEC24A/TUBB2A/TRAF6/ARPC2/CLDN23/CLDN4/MYO1E/ARPC5/MYO1H/BAK1/TRADD/CASP9/WASF3/NCL/NCKAP1/IL1B/ACTR2/FAS/WIPF3/MYO5B/CDC42/WIPF1/ARPC5L/ROCK1/ARPC3/MYO1A/TNF/MYD88/CLDN1/CASP4/WASF2/ARF1/MYO6/GAPDH/RHOA/CYTH3/NCK2/SLC9A3R1/MYO1C/TNFRSF10B/OCLN/CYTH2/GNA12/CTTN/CLDN15/PAK2/BRK1/WIPF2/IL18/ARHGEF11/ARPC1A 76 KEGG hsa04151 PI3K-Akt signaling pathway 127/2327 354/8135 0.001444 0.03215 0.02685 FGF10/GNB5/BDNF/COL1A1/BCL2/LAMA2/CREB5/VEGFB/MAPK3/IL6/ITGB3/NGF/FGF2/ANGPT1/BCL2L11/PCK2/PDGFC/CREB3L4/ITGB1/VEGFA/CREB3L1/ITGAV/GNG7/CDK6/LPAR1/LPAR6/IL7/HSP90AB1/TSC2/LAMB1/CREB3/YWHAB/AKT2/PHLPP1/EGF/STK11/ITGB5/ITGA2/PGF/CSF1/EIF4EBP1/EPHA2/MAP2K1/RBL2/FGF9/F2R/THBS1/MYC/ATF4/ATF6B/AKT3/FGF5/GNG12/PPP2R3A/FGF7/ERBB4/ITGA4/DDIT4/TSC1/PDGFRB/GNB4/LAMA4/CRTC2/LAMA3/KITLG/CHAD/EFNA5/NTF3/TEK/SOS1/FGF1/CASP9/EFNA4/PTK2/INSR/LAMA1/CDC37/ITGA5/NRAS/IGF1R/PPP2R2C/MET/EIF4E2/IL6R/FGF16/EREG/BAD/HRAS/ITGA6/LAMC1/PPP2R1A/COL4A4/MAGI2/YWHAZ/THBS4/GNB1/LAMB4/FGFR4/FN1/ITGB7/EFNA3/ITGB8/SPP1/ITGB6/RXRA/CCND2/PDGFD/SYK/PRL/PPP2R5D/FGFR2/BCL2L1/VTN/IBSP/HGF/VWF/COL6A2/FGF23/EIF4E/CCND1/CD19/GNB3/KRAS/ERBB2/COL1A2/HSP90AA1/IGF2 127 KEGG hsa04150 mTOR signaling pathway 62/2327 156/8135 0.001648 0.03426 0.02862 MAPK3/STRADB/FZD6/SESN2/SLC7A5/PRR5/WNT9B/ATP6V1B2/TSC2/FNIP2/FNIP1/SEH1L/LRP5/RICTOR/AKT2/STK11/FZD1/DEPTOR/EIF4EBP1/LPIN3/MAP2K1/SEC13/RPS6KA3/DVL2/ATP6V1G3/RRAGD/AKT3/ATP6V1C1/DDIT4/TSC1/FZD10/LAMTOR4/LPIN1/LRP6/SOS1/INSR/ATP6V1A/WDR24/ULK2/WDR59/NRAS/IGF1R/EIF4E2/CLIP1/ULK1/SLC38A9/HRAS/TNF/PRKCB/BRAF/RHOA/LPIN2/WNT9A/WNT5B/RNF152/LAMTOR1/RPS6KA1/ATP6V1F/FZD8/EIF4E/KRAS/ATP6V1E1 62 KEGG hsa00531 Glycosaminoglycan degradation 12/2327 19/8135 0.001778 0.03426 0.02862 GUSB/GNS/HEXA/SGSH/HEXB/GALNS/NAGLU/HYAL1/HPSE/IDS/HYAL2/GLB1 12 KEGG hsa05165 Human papillomavirus infection 119/2327 331/8135 0.001847 0.03426 0.02862 PTGER4/COL1A1/LLGL1/LAMA2/CREB5/MAPK3/FOXO1/ITGB3/PTGS2/FZD6/TBPL1/CREB3L4/ITGB1/VEGFA/CREB3L1/ITGAV/WNT9B/CDK6/PRKCZ/ATP6V1B2/ATP6V0A1/TSC2/TCIRG1/LAMB1/CREB3/AKT2/EGF/FZD1/ITGB5/ITGA2/EIF4EBP1/MAP2K1/RBL2/HLA-E/THBS1/IRF9/DLG2/DVL2/ATP6V1G3/HES6/AKT3/STAT1/PPP2R3A/ATP6V1C1/OASL/HLA-G/ITGA4/TSC1/PDGFRB/DLG3/FZD10/LAMA4/STAT2/JAG1/LAMA3/CHAD/CHD4/BAK1/SOS1/TRADD/PTK2/MAML1/ATP6V1A/LAMA1/NOTCH2/FAS/DLG1/ITGA5/TRAF3/NRAS/MAML3/PPP2R2C/MX1/CDC42/LFNG/BAD/ATP6V0D1/HRAS/MAML2/ITGA6/LAMC1/PPP2R1A/TNF/CSNK1A1/CREBBP/COL4A4/THBS4/LAMB4/FN1/UBR4/HDAC2/ITGB7/SLC9A3R1/ITGB8/SPP1/ITGB6/WNT9A/PSMC1/TLR3/CCND2/MPP5/PPP2R5D/WNT5B/HLA-C/VTN/IBSP/ATP6V1F/VWF/FZD8/APC2/ATP6V0E2/COL6A2/CCND1/KRAS/BCAP31/COL1A2/IRF3/ATP6V1E1/CSNK1A1L 119 KEGG hsa02010 ABC transporters 22/2327 45/8135 0.003083 0.05419 0.04526 ABCC5/ABCA7/ABCG1/ABCD4/ABCA1/ABCC4/ABCB5/ABCB7/ABCA10/ABCA8/ABCB10/ABCD2/DEFB1/CFTR/ABCC2/ABCB8/ABCA6/ABCC1/ABCA5/ABCA4/ABCC6/ABCB11 22 KEGG hsa00330 Arginine and proline metabolism 24/2327 51/8135 0.003838 0.06409 0.05353 SAT1/ALDH18A1/PYCR1/ALDH4A1/SRM/P4HA3/LAP3/ODC1/ALDH3A2/GOT1/CKB/P4HA1/ALDH1B1/OAT/HOGA1/SMS/P4HA2/SMOX/PYCR2/GOT2/CKMT2/CKM/SAT2/AGMAT 24 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 34/2327 79/8135 0.004125 0.0656 0.05479 BCL2/MAPK3/IL6/FGF2/BCL2L11/PDGFC/VEGFA/AKT2/EGF/EIF4EBP1/MAP2K1/SHC1/AKT3/PDGFRB/SOS1/NRAS/IGF1R/MET/EIF4E2/IL6R/BAD/HRAS/PRKCB/BRAF/SHC2/PDGFD/FGFR2/BCL2L1/HGF/EIF4E/PLCG1/KRAS/ERBB2/NRG1 34 KEGG hsa03060 Protein export 13/2327 23/8135 0.004581 0.06954 0.05808 SEC63/SEC61B/IMMP2L/SRPRB/SEC61G/SRP19/SRP72/SPCS2/SEC61A1/HSPA5/OXA1L/SRP68/SPCS3 13 KEGG hsa04666 Fc gamma R-mediated phagocytosis 40/2327 97/8135 0.004916 0.07138 0.05962 GAB2/VAV3/MAPK3/PLD1/GSN/FCGR2A/HCK/ARF6/AKT2/ASAP3/ACTR3C/MARCKSL1/LYN/VASP/MAP2K1/PIP5K1A/AKT3/ARPC2/ASAP2/PRKCE/PLA2G4A/ARPC5/WASF3/ACTR2/CDC42/ARPC5L/BIN1/ARPC3/PLD2/DNM2/WASF2/PLA2G6/PRKCB/SYK/PTPRC/PLCG1/PLA2G4C/RAC2/INPP5D/ARPC1A 40 KEGG hsa05218 Melanoma 31/2327 72/8135 0.005962 0.08297 0.0693 FGF10/CDH1/MITF/MAPK3/FGF2/PDGFC/CDK6/AKT2/EGF/MAP2K1/FGF9/AKT3/FGF5/FGF7/PDGFRB/BAK1/FGF1/GADD45B/NRAS/IGF1R/MET/FGF16/GADD45G/BAD/HRAS/BRAF/PDGFD/HGF/FGF23/CCND1/KRAS 31 KEGG hsa04014 Ras signaling pathway 84/2327 232/8135 0.006568 0.08775 0.07329 FGF10/GNB5/GAB2/BDNF/VEGFB/MAPK3/NGF/PLD1/FGF2/RGL2/ANGPT1/PDGFC/VEGFA/GNG7/RGL1/ARF6/AKT2/EGF/ABL1/PGF/FOXO4/CSF1/EPHA2/MAP2K1/FGF9/SHOC2/RAB5A/SHC1/AKT3/FGF5/GNG12/FGF7/PDGFRB/RAP1B/GNB4/GRIN2A/KITLG/SYNGAP1/EFNA5/PLA2G4A/NTF3/TEK/SOS1/FGF1/EFNA4/INSR/RASGRP3/NRAS/IGF1R/MET/CDC42/FGF16/BAD/PLD2/RALB/HRAS/PLA2G2A/PLA2G6/GNB1/PRKCB/SHC2/FGFR4/PLA1A/RHOA/EFNA3/KSR2/STK4/PDGFD/ABL2/RALGDS/FGFR2/RIN1/BCL2L1/HGF/RAPGEF5/PAK2/FGF23/PLCG1/GNB3/PLA2G4C/KRAS/RAC2/RRAS/IGF2 84 KEGG hsa05216 Thyroid cancer 18/2327 37/8135 0.007634 0.09619 0.08034 CDH1/MAPK3/PPARG/LEF1/MAP2K1/MYC/BAK1/GADD45B/NRAS/TFG/GADD45G/HRAS/BRAF/CCDC6/RXRA/CCND1/KRAS/RXRG 18 KEGG hsa04915 Estrogen signaling pathway 53/2327 138/8135 0.007776 0.09619 0.08034 GPER1/KRT33B/BCL2/CREB5/MAPK3/ADCY8/NCOA3/CREB3L4/KRT34/CREB3L1/HSP90AB1/KRT19/ADCY1/CREB3/AKT2/HSPA2/FKBP5/HSPA1A/MAP2K1/HSPA6/HSPA1B/ATF4/PGR/KRT23/ATF6B/NCOA2/SHC1/AKT3/HSPA8/NCOA1/GNAQ/KRT18/SOS1/GABBR2/MMP2/NRAS/KRT16/PLCB2/HRAS/KRT15/GNAI3/SHC2/KRT38/KRT14/ITPR2/KRT27/ITPR1/RARA/KRT24/SP1/KRAS/GNAI2/HSP90AA1 53 KEGG hsa05135 Yersinia infection 52/2327 137/8135 0.01078 0.1115 0.09313 VAV3/MAPK3/IL6/MAPK12/ITGB1/FCGR2A/IRAK1/ARF6/AKT2/ACTR3C/MAP2K7/TAB1/MAPK11/MAP2K1/PIP5K1A/WASL/RPS6KA3/CASP1/TRAF6/AKT3/ARPC2/ITGA4/MAP2K6/ARPC5/GNAQ/PTK2/IL1B/ACTR2/WIPF3/ITGA5/CDC42/WIPF1/MEFV/ARPC5L/ROCK1/ARPC3/TNF/MYD88/WASF2/ARHGEF28/FN1/RHOA/CCL2/RPS6KA1/PLCG1/ELMO1/WIPF2/RAC2/IL18/RHOG/IRF3/ARPC1A 52 KEGG hsa00564 Glycerophospholipid metabolism 39/2327 98/8135 0.01082 0.1115 0.09313 AGPAT4/PLD1/PNPLA7/CRLS1/MBOAT1/PLA2G15/CDS2/LPIN3/CHKA/LPCAT3/CDS1/PTDSS2/PISD/GPD1L/DGKH/PTDSS1/PGS1/CHPT1/PLA2G4A/LPIN1/DGKE/LCLAT1/CDIPT/LPCAT4/GPAM/LPCAT2/LYPLA1/PLD3/PLD2/DGKA/PLA2G2A/PLA2G6/DGKG/PLA1A/GPCPD1/LPIN2/LPGAT1/GPAT2/PLA2G4C 39 KEGG hsa05231 Choline metabolism in cancer 39/2327 98/8135 0.01082 0.1115 0.09313 MAPK3/PLD1/PDGFC/TSC2/SLC22A4/AKT2/SLC44A1/EGF/EIF4EBP1/MAP2K1/CHKA/PIP5K1A/AKT3/DGKH/TSC1/PDGFRB/CHPT1/PLA2G4A/SOS1/WASF3/DGKE/SLC22A3/NRAS/LYPLA1/PLD2/DGKA/SLC44A5/HRAS/WASF2/PRKCB/DGKG/GPCPD1/PDGFD/RALGDS/PLCG1/PLA2G4C/SP1/KRAS/RAC2 39 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 22/2327 49/8135 0.01082 0.1115 0.09313 GFPT1/RENBP/AMDHD2/GFPT2/NANS/CYB5R4/GALK2/HEXA/GNPNAT1/HKDC1/HEXB/UAP1L1/CYB5RL/NPL/PGM1/CMAS/PGM3/PMM2/NANP/GNPDA1/GALT/PGM2 22 KEGG hsa00730 Thiamine metabolism 9/2327 15/8135 0.0109 0.1115 0.09313 AK7/AK5/AK2/NTPCR/AK8/ACP1/ALPL/AK4/AK1 9 KEGG hsa04071 Sphingolipid signaling pathway 46/2327 119/8135 0.01102 0.1115 0.09313 GAB2/BCL2/MAPK3/PLD1/MAPK12/SGPP1/PRKCZ/SMPD2/AKT2/MAPK11/MAP2K1/CERS4/AKT3/PPP2R3A/PRKCE/GNAQ/TRADD/ASAH1/BID/SGMS2/NRAS/PPP2R2C/ACER2/ROCK1/DEGS1/SGPL1/PLD2/PLCB2/HRAS/PPP2R1A/TNF/SPTLC1/BDKRB2/ABCC1/GNAI3/PRKCB/S1PR1/RHOA/CERS5/PPP2R5D/GNA12/CERS2/KRAS/ASAH2/GNAI2/RAC2 46 KEGG hsa00600 Sphingolipid metabolism 23/2327 52/8135 0.01147 0.1116 0.09324 UGCG/SGPP1/GALC/SMPD2/KDSR/PSAP/HEXA/CERS4/NEU1/HEXB/GBA/ASAH1/SGMS2/ARSA/ACER2/DEGS1/SGPL1/SPTLC1/PSAPL1/CERS5/CERS2/GLB1/ASAH2 23 KEGG hsa04216 Ferroptosis 19/2327 41/8135 0.0117 0.1116 0.09324 CP/SLC7A11/SAT1/GCLM/GPX4/LPCAT3/PRNP/VDAC2/MAP1LC3A/SLC40A1/SLC11A2/FTH1/GCLC/ATG7/SAT2/ACSL6/SLC39A8/MAP1LC3C/TFRC 19 KEGG hsa05417 Lipid and atherosclerosis 77/2327 215/8135 0.01203 0.1116 0.09324 VAV3/BCL2/MAPK3/IL6/ABCG1/IL12A/PPARG/MAPK12/ABCA1/HSP90AB1/XBP1/IRAK1/HSPD1/AKT2/HSPA2/CD40/IRF7/LYN/HSPA1A/VLDLR/MAP2K7/TAB1/MAPK11/POU2F1/HSPA6/VCAM1/LY96/HSPA1B/ATF6/ATF4/CASP1/TRAF6/AKT3/EIF2S1/CD36/RAP1B/MAP2K6/CYP2C8/HSPA8/LBP/APOB/EIF2AK3/CASP9/PTK2/BID/APOA1/IL1B/FAS/TRAF3/NRAS/CDC42/CXCL2/HSPA5/PPP3CC/CAMK2A/BAD/PLCB2/HRAS/TNF/MYD88/RHOA/RXRA/CCL2/ERN1/TNFRSF10B/ITPR1/POU2F3/BCL2L1/PLCG1/CYP2A7/KRAS/NCF2/IL18/IRF3/SOD2/RXRG/HSP90AA1 77 KEGG hsa00480 Glutathione metabolism 25/2327 58/8135 0.01258 0.1124 0.09386 PRDX6/GCLM/GSTO1/CHAC1/GPX3/SRM/GPX4/LAP3/ODC1/GGT7/GSTM4/GPX8/GSTK1/SMS/GSTP1/GSTA1/TXNDC12/MGST1/GPX1/GCLC/OPLAH/GSR/MGST3/GSTM2/CHAC2 25 KEGG hsa05410 Hypertrophic cardiomyopathy 36/2327 90/8135 0.01279 0.1124 0.09386 PRKAG3/LAMA2/IL6/ITGB3/ITGB1/ATP2A3/ITGAV/TGFB3/CACNA2D3/SLC8A1/CACNA2D4/SGCA/ITGB5/ITGA2/CACNA2D1/RYR2/DES/CACNA1C/EDN1/DMD/ITGA4/TPM1/TTN/LAMA1/ITGA5/PRKAB1/TNNC1/ITGA6/TNF/TPM2/ITGB7/ITGB8/ITGB6/MYL3/CACNA1F/CACNB1 36 KEGG hsa04360 Axon guidance 66/2327 182/8135 0.01423 0.1218 0.1018 SEMA4C/PLXNC1/ABLIM1/MAPK3/EFNB1/EPHB1/SEMA6C/SSH1/ITGB1/EPHA5/SMO/UNC5B/PRKCZ/UNC5C/SEMA3C/SEMA3B/SEMA6A/ABL1/MYL12B/SEMA5B/EPHA2/SEMA6D/SEMA5A/SSH3/EFNA5/ENAH/PTCH1/SLIT2/EFNA4/PTK2/EPHB3/NRAS/EFNB3/MET/SEMA3E/CDC42/ROCK1/PPP3CC/PLXNB2/CAMK2A/RYK/SEMA4B/FES/NTNG1/ABLIM3/HRAS/NTN4/GNAI3/LRIG2/RHOA/NCK2/EFNA3/ROBO2/WNT5B/PAK2/NRP1/PLCG1/KRAS/GNAI2/RAC2/ABLIM2/EPHA3/CXCR4/RRAS/PLXNA2/SEMA3G 66 KEGG hsa04919 Thyroid hormone signaling pathway 46/2327 121/8135 0.01532 0.1265 0.1056 MAPK3/FOXO1/ITGB3/NCOA3/ATP2A3/ITGAV/ATP1A2/TSC2/AKT2/PFKFB2/THRA/PLCD3/MAP2K1/ATP1A3/MYC/NCOA2/AKT3/STAT1/NCOA1/CASP9/NOTCH2/NRAS/ATP1B2/SLC2A1/MED12L/BAD/DIO2/PLCB2/HRAS/CREBBP/ATP1A1/MED16/PRKCB/HDAC2/RXRA/PLCD4/MED12/MED4/SLCO1C1/CCND1/PLCG1/KRAS/SLC16A10/RXRG/NCOR1/RCAN2 46 KEGG hsa04668 TNF signaling pathway 43/2327 112/8135 0.01552 0.1265 0.1056 CREB5/MAPK3/IL6/PTGS2/MAPK12/CREB3L4/CREB3L1/MMP14/TNFAIP3/CREB3/CEBPB/AKT2/SOCS3/MAP2K7/TAB1/CSF1/MAPK11/BIRC3/MAP2K1/MAP3K8/VCAM1/ATF4/ATF6B/AKT3/EDN1/JAG1/MAP2K6/TRADD/DNM1L/IL1B/FAS/TRAF3/CXCL2/LIF/JUNB/TNF/BIRC2/CCL20/IL18R1/CCL2/DAB2IP/ITCH/TRAF5 43 KEGG hsa04068 FoxO signaling pathway 49/2327 131/8135 0.01749 0.1292 0.1079 PRKAG3/MAPK3/IL6/FOXO1/MAPK12/BCL2L11/PCK2/TGFB3/TGFBR2/AKT2/PLK2/EGF/STK11/FOXO4/MAPK11/MAP2K1/CCNG2/RBL2/AKT3/GABARAPL1/KLF2/SOS1/CCNB3/INSR/GADD45B/NRAS/PRKAB1/USP7/IGF1R/GADD45G/PRMT1/TGFBR1/HRAS/CREBBP/BCL6/FBXO32/BRAF/GABARAP/S1PR1/RAG1/ATG12/CCND2/STK4/CCND1/KRAS/RAG2/SLC2A4/SOD2/IRS2 49 KEGG hsa04520 Adherens junction 29/2327 71/8135 0.01756 0.1292 0.1079 TJP1/CDH1/SORBS1/ACTN1/MAPK3/LEF1/TGFBR2/WASL/PTPRJ/PTPRB/VCL/CSNK2A1/WASF3/INSR/LMO7/FARP2/IGF1R/MET/CDC42/TGFBR1/CREBBP/ACP1/WASF2/RHOA/YES1/SNAI2/CSNK2A3/RAC2/ERBB2 29 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 31/2327 77/8135 0.01803 0.1292 0.1079 LAMA2/ITGB3/ITGB1/DSP/ATP2A3/ITGAV/CACNA2D3/LEF1/SLC8A1/CACNA2D4/SGCA/ITGB5/ITGA2/CACNA2D1/RYR2/DES/CACNA1C/DMD/ITGA4/CDH2/LAMA1/ITGA5/ITGA6/JUP/ITGB7/ITGB8/ITGB6/PKP2/ACTN3/CACNA1F/CACNB1 31 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 17/2327 37/8135 0.01836 0.1292 0.1079 DDO/GPT2/GFPT1/ASNS/GLUD2/GFPT2/ALDH4A1/RIMKLB/ALDH5A1/ADSL/GOT1/FOLH1/ABAT/GOT2/ASPA/GLUL/PPAT 17 KEGG hsa00270 Cysteine and methionine metabolism 22/2327 51/8135 0.01839 0.1292 0.1079 CTH/GCLM/PSAT1/LDHB/CBS/BCAT1/SRM/LDHA/DNMT3B/LDHAL6B/LACC1/GOT1/AHCYL2/APIP/SMS/TST/ENOPH1/MTAP/GOT2/GCLC/PHGDH/SDS 22 KEGG hsa04211 Longevity regulating pathway 35/2327 89/8135 0.01853 0.1292 0.1079 PRKAG3/ATG13/CREB5/ADIPOR2/FOXO1/ADCY8/PPARG/SESN2/CREB3L4/CREB3L1/TSC2/ADCY1/CREB3/AKT2/STK11/EIF4EBP1/RB1CC1/ATF4/ATF6B/AKT3/TSC1/PPARGC1A/EHMT2/SESN3/INSR/NRAS/PRKAB1/IGF1R/EIF4E2/ULK1/HRAS/EIF4E/KRAS/SOD2/IRS2 35 KEGG hsa05222 Small cell lung cancer 36/2327 92/8135 0.01857 0.1292 0.1079 BCL2/LAMA2/FHIT/PTGS2/ITGB1/ITGAV/CDK6/LAMB1/AKT2/ITGA2/BIRC7/BIRC3/MYC/TRAF6/AKT3/LAMA4/LAMA3/TRAF4/BAK1/CASP9/PTK2/LAMA1/GADD45B/TRAF3/GADD45G/ITGA6/LAMC1/COL4A4/LAMB4/BIRC2/FN1/RXRA/BCL2L1/TRAF5/CCND1/RXRG 36 KEGG hsa05223 Non-small cell lung cancer 29/2327 72/8135 0.02156 0.147 0.1228 MAPK3/FHIT/CDK6/STAT5A/AKT2/EGF/MAP2K1/AKT3/BAK1/SOS1/CASP9/GADD45B/NRAS/MET/GADD45G/BAD/KIF5C/HRAS/PRKCB/BRAF/STAT5B/RXRA/STK4/HGF/CCND1/PLCG1/KRAS/ERBB2/RXRG 29 KEGG hsa04066 HIF-1 signaling pathway 41/2327 109/8135 0.02545 0.17 0.142 BCL2/MAPK3/IL6/ANGPT1/VEGFA/LDHB/AKT2/EGF/LDHA/EIF4EBP1/MAP2K1/AKT3/LTBR/LDHAL6B/EDN1/HKDC1/TEK/ARNT/INSR/EGLN2/SERPINE1/IGF1R/SLC2A1/EIF4E2/IL6R/CAMK2A/TIMP1/PDHB/MKNK2/CREBBP/PRKCB/GAPDH/ENO4/ALDOC/ENO2/PDHA1/EIF4E/PLCG1/ERBB2/TFRC/ENO1 41 KEGG hsa04340 Hedgehog signaling pathway 23/2327 56/8135 0.03012 0.1973 0.1648 CDON/EFCAB7/ARRB1/IQCE/BCL2/GLI3/SMO/SUFU/HHIP/GLI2/PTCH1/DISP1/ARRB2/PTCH2/GAS1/CSNK1G2/CSNK1A1/HHATL/SMURF2/CCND2/SMURF1/CCND1/CSNK1A1L 23 KEGG hsa05100 Bacterial invasion of epithelial cells 30/2327 77/8135 0.03169 0.2036 0.17 CDH1/ITGB1/ARHGEF26/CLTCL1/CD2AP/ACTR3C/CLTB/WASL/SHC1/ARPC2/VCL/ARHGAP10/ARPC5/PTK2/ACTR2/ITGA5/MET/CDC42/ARPC5L/ARPC3/DNM2/WASF2/SHC2/FN1/RHOA/CLTC/CTTN/ELMO1/RHOG/ARPC1A 30 KEGG hsa04072 Phospholipase D signaling pathway 53/2327 148/8135 0.03296 0.2077 0.1735 GAB2/CYTH1/AGPAT4/MAPK3/ADCY8/PLD1/PDGFC/LPAR1/LPAR6/TSC2/ADCY1/ARF6/AGTR1/AKT2/EGF/MAP2K1/F2R/PIP5K1A/SHC1/AKT3/DGKH/TSC1/PDGFRB/KITLG/PLA2G4A/SOS1/INSR/DGKE/NRAS/GRM8/PLD2/DGKA/RALB/PLCB2/HRAS/AVPR2/DNM2/ARF1/DGKG/SHC2/RHOA/CYTH3/GRM3/PDGFD/CYTH2/SYK/RALGDS/GNA12/PLCG1/PLA2G4C/KRAS/RAPGEF3/RRAS 53 KEGG hsa00670 One carbon pool by folate 10/2327 20/8135 0.03496 0.2162 0.1806 ALDH1L2/MTHFD2/SHMT2/GART/MTHFD2L/MTHFD1L/ATIC/MTHFR/MTHFS/FTCD 10 KEGG hsa05226 Gastric cancer 53/2327 149/8135 0.03731 0.2266 0.1892 FGF10/CDH1/BCL2/MAPK3/FZD6/FGF2/TGFB3/WNT9B/LEF1/TGFBR2/LRP5/AKT2/EGF/FZD1/MAP2K1/FGF9/MYC/DVL2/SHC1/AKT3/FGF5/FGF7/CDH17/FZD10/LRP6/BAK1/SOS1/FGF1/GADD45B/NRAS/MET/FGF16/GADD45G/FRAT1/TGFBR1/HRAS/JUP/CSNK1A1/BRAF/SHC2/RXRA/WNT9A/WNT5B/FGFR2/HGF/FZD8/APC2/FGF23/CCND1/KRAS/ERBB2/RXRG/CSNK1A1L 53 KEGG hsa05145 Toxoplasmosis 41/2327 112/8135 0.03964 0.2304 0.1924 BCL2/LAMA2/MAPK3/IL12A/MAPK12/ITGB1/TGFB3/LAMB1/IRAK1/AKT2/HSPA2/CD40/BIRC7/HSPA1A/TAB1/MAPK11/BIRC3/HSPA6/LY96/HSPA1B/TRAF6/AKT3/STAT1/HLA-DMA/LAMA4/LAMA3/MAP2K6/HSPA8/CASP9/LAMA1/BAD/ITGA6/LAMC1/TNF/MYD88/GNAI3/LAMB4/BIRC2/IRGM/BCL2L1/GNAI2 41 KEGG hsa05143 African trypanosomiasis 16/2327 37/8135 0.0401 0.2304 0.1924 IL6/IL12A/VCAM1/LAMA4/GNAQ/F2RL1/APOA1/IL1B/FAS/PLCB2/TNF/MYD88/PRKCB/HBB/HPR/IL18 16 KEGG hsa04070 Phosphatidylinositol signaling system 36/2327 97/8135 0.04225 0.2304 0.1924 INPP4B/PI4K2A/ITPKB/IMPA2/MTMR1/MTMR3/INPP5A/IP6K1/MTMR14/CDS2/PLCD3/PIP5K1A/CDS1/DGKH/MTMR4/IPMK/MTMR8/DGKE/CDIPT/INPP1/PIK3C2B/DGKA/PLCB2/MTMR2/PI4KA/PRKCB/DGKG/SYNJ1/ITPR2/ITPR1/PLCD4/IMPA1/PLCG1/OCRL/IPPK/INPP5D 36 KEGG hsa04350 TGF-beta signaling pathway 35/2327 94/8135 0.04273 0.2304 0.1924 NBL1/MAPK3/ZFYVE16/FBN1/RGMB/TGFB3/ACVR2B/CHRD/TGFBR2/INHBE/GDF5/DCN/ACVR1/BMP2/ID3/THBS1/MYC/BMP6/ID4/ROCK1/TGFBR1/SMAD6/PPP2R1A/TNF/CREBBP/RHOA/SMURF2/INHBA/NODAL/INHBB/SMURF1/THSD4/SMAD9/SP1/SMAD1 35 KEGG hsa04512 ECM-receptor interaction 33/2327 88/8135 0.04362 0.2304 0.1924 COL1A1/LAMA2/ITGB3/ITGB1/ITGAV/LAMB1/FRAS1/ITGB5/ITGA2/THBS1/SDC4/ITGA4/CD36/LAMA4/LAMA3/CHAD/LAMA1/ITGA5/ITGA6/LAMC1/COL4A4/THBS4/LAMB4/FN1/ITGB7/ITGB8/SPP1/ITGB6/VTN/IBSP/VWF/COL6A2/COL1A2 33 KEGG hsa01232 Nucleotide metabolism 32/2327 85/8135 0.04403 0.2304 0.1924 AK7/DCTD/UCK2/ENTPD4/AK5/ENTPD3/AK9/DGUOK/GUK1/ADSL/AK2/CTPS1/UCK1/LACC1/NTPCR/CMPK1/NME4/ENTPD1/NME1/PNP/AK8/CDA/XDH/IMPDH1/CMPK2/CTPS2/DCTPP1/AK4/AK1/HPRT1/IMPDH2/TYMP 32 KEGG hsa04146 Peroxisome 31/2327 82/8135 0.0444 0.2304 0.1924 DDO/ABCD4/ACOT8/PEX16/MPV17/PEX11A/PHYH/CRAT/FAR1/FAR2/NUDT19/CROT/AGPS/ECH1/PAOX/EPHX2/HMGCL/ABCD2/PRDX5/MLYCD/GSTK1/PEX11G/PECR/PEX6/XDH/PEX13/SCP2/PXMP4/ACSL6/MPV17L/SOD2 31 KEGG hsa00511 Other glycan degradation 9/2327 18/8135 0.04475 0.2304 0.1924 ENGASE/MAN2C1/MAN2B1/HEXA/NEU1/HEXB/GBA/MAN2B2/GLB1 9 KEGG hsa05220 Chronic myeloid leukemia 29/2327 76/8135 0.04503 0.2304 0.1924 GAB2/MAPK3/TGFB3/CDK6/STAT5A/TGFBR2/AKT2/ABL1/MAP2K1/MYC/SHC1/AKT3/BAK1/SOS1/GADD45B/NRAS/GADD45G/BAD/RUNX1/TGFBR1/HRAS/BRAF/SHC2/STAT5B/HDAC2/BCL2L1/BCR/CCND1/KRAS 29 KEGG hsa00562 Inositol phosphate metabolism 28/2327 73/8135 0.04527 0.2304 0.1924 INPP4B/PI4K2A/ITPKB/IMPA2/MTMR1/MTMR3/INPP5A/MTMR14/PLCD3/PIP5K1A/MTMR4/IPMK/MTMR8/ALDH6A1/CDIPT/INPP1/PIK3C2B/PLCB2/MTMR2/PI4KA/SYNJ1/PLCH2/PLCD4/IMPA1/PLCG1/OCRL/IPPK/INPP5D 28 KEGG hsa04720 Long-term potentiation 26/2327 67/8135 0.04558 0.2304 0.1924 MAPK3/ADCY8/ADCY1/GRIA1/MAP2K1/ATF4/RPS6KA3/CACNA1C/RAP1B/GRIN2A/GNAQ/NRAS/GRIN2D/PPP3CC/CAMK2A/PLCB2/HRAS/CREBBP/PPP1R1A/PRKCB/BRAF/ITPR2/ITPR1/RPS6KA1/KRAS/RAPGEF3 26 KEGG hsa05205 Proteoglycans in cancer 70/2327 205/8135 0.04626 0.2304 0.1924 LUM/COL1A1/VAV3/MAPK3/ITGB3/FZD6/FGF2/MAPK12/ITGB1/VEGFA/SMO/ITGAV/WNT9B/SDC2/AKT2/TWIST2/FZD1/ITGB5/ITGA2/DCN/MAPK11/MAP2K1/THBS1/MYC/SDC4/AKT3/ERBB4/FZD10/PTCH1/ANK3/HSPB2/SOS1/HPSE/PTK2/FLNC/MMP2/FAS/ITGA5/NRAS/IGF1R/MET/CDC42/ROCK1/CAMK2A/HRAS/CTSL/TNF/PRKCB/BRAF/PDCD4/GPC3/TFAP4/FN1/RHOA/ITPR2/WNT9A/ITPR1/PLAUR/WNT5B/VTN/HGF/CTTN/FZD8/CCND1/PLCG1/KRAS/ERBB2/COL1A2/RRAS/IGF2 70 KEGG hsa04810 Regulation of actin cytoskeleton 74/2327 218/8135 0.04691 0.2304 0.1924 FGF10/VAV3/ACTN1/MAPK3/ITGB3/FGF2/GSN/SSH1/PDGFC/ITGB1/PFN2/ITGAV/FGD1/LPAR1/EGF/MYL12B/MYL10/ACTR3C/ITGB5/ITGA2/MAP2K1/FGF9/F2R/PIP5K1A/WASL/ARHGAP35/FGF5/GNG12/FGF7/ARPC2/ITGA4/PDGFRB/SSH3/ENAH/VCL/ARPC5/SOS1/FGF1/PTK2/NCKAP1/PFN1/ACTR2/ITGA5/NRAS/CDC42/ARPC5L/ROCK1/FGF16/ARPC3/IQGAP2/HRAS/ITGA6/BDKRB2/WASF2/BRAF/FGFR4/FN1/RHOA/MYLK3/ITGB7/ITGB8/ITGB6/PDGFD/FGFR2/GNA12/APC2/PAK2/BRK1/FGF23/KRAS/RAC2/CXCR4/RRAS/ARPC1A 74 KEGG hsa00640 Propanoate metabolism 14/2327 32/8135 0.04803 0.2325 0.1942 ACSS1/ACADS/LDHB/SUCLG2/ACACB/LDHA/HADHA/LDHAL6B/ALDH6A1/ECHDC1/ACSS3/MLYCD/ABAT/PCCA 14 KEGG hsa05219 Bladder cancer 17/2327 41/8135 0.05256 0.2396 0.2001 CDH1/MAPK3/DAPK2/VEGFA/DAPK1/EGF/MAP2K1/THBS1/MYC/MMP2/NRAS/HRAS/BRAF/CCND1/KRAS/ERBB2/TYMP 17 KEGG hsa05225 Hepatocellular carcinoma 58/2327 168/8135 0.05348 0.2396 0.2001 TXNRD1/SMARCA2/MAPK3/GSTO1/FZD6/SMARCC2/TGFB3/WNT9B/CDK6/LEF1/TGFBR2/LRP5/AKT2/FZD1/MAP2K1/MYC/DVL2/SHC1/AKT3/KEAP1/ARID2/FZD10/ARID1B/LRP6/BAK1/SOS1/GSTM4/GADD45B/GSTP1/GSTA1/SMARCE1/NRAS/IGF1R/MET/DPF1/GADD45G/FRAT1/BAD/TGFBR1/HRAS/MGST1/CSNK1A1/PRKCB/BRAF/SHC2/WNT9A/WNT5B/BCL2L1/MGST3/HGF/GSTM2/FZD8/APC2/CCND1/PLCG1/KRAS/IGF2/CSNK1A1L 58 KEGG hsa00514 Other types of O-glycan biosynthesis 19/2327 47/8135 0.05409 0.2396 0.2001 GALNT16/GALNT7/GALNT15/XXYLT1/C1GALT1/B4GALT2/GALNT11/GALNT18/COLGALT2/LFNG/GALNT13/GXYLT2/EOGT/GALNT3/GALNT5/COLGALT1/GALNTL6/POGLUT1/C1GALT1C1 19 KEGG hsa00620 Pyruvate metabolism 19/2327 47/8135 0.05409 0.2396 0.2001 ACSS1/PC/PCK2/LDHB/ACACB/LDHA/FH/ALDH3A2/LDHAL6B/ME2/ME3/ACYP1/ALDH1B1/ACAT1/GRHPR/ADH7/PDHB/PDHA1/DLAT 19 KEGG hsa04979 Cholesterol metabolism 20/2327 50/8135 0.05453 0.2396 0.2001 APOE/APOC1/CYP27A1/ABCA1/NPC1/PLTP/STARD3/OSBPL5/NPC2/CD36/MYLIP/NCEH1/VDAC2/APOB/APOA1/VAPA/VDAC1/LIPG/SOAT1/ABCB11 20 KEGG hsa05110 Vibrio cholerae infection 20/2327 50/8135 0.05453 0.2396 0.2001 TJP1/ATP6V1B2/ATP6V0A1/TCIRG1/SEC61B/ATP6V1G3/KDELR3/ATP6V1C1/SEC61G/SEC61A1/ATP6V1A/KDELR2/ATP6V0D1/CFTR/ARF1/ATP6V1F/ATP6V0E2/PLCG1/TJP2/ATP6V1E1 20 KEGG hsa05144 Malaria 20/2327 50/8135 0.05453 0.2396 0.2001 IL6/IL12A/TGFB3/SDC2/CD40/THBS1/VCAM1/CD36/GYPC/IL1B/MET/TNF/MYD88/THBS4/CD81/KLRK1/CCL2/HBB/HGF/IL18 20 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 152/2327 476/8135 0.05547 0.2406 0.2009 NOX4/BDNF/ATG13/RAB39B/BCL2/MAPK3/IL6/DNAH6/AMBRA1/PTGS2/FZD6/MAPK12/UBE2J1/ZFYVE1/ATP2A3/SDHA/WNT9B/RPS27A/DNAH7/SLC25A4/DNAL4/XBP1/GPX3/LRP5/PIK3R4/FZD1/SPG11/DNALI1/PSMB7/MAP2K7/CSF1/MAPK11/GRIA1/MAP2K1/ATG2B/DKK1/RB1CC1/ATG2A/RAB5A/RYR2/PSMD12/ATF6/ATF4/DVL2/DNAH9/TUBB2A/CCS/EIF2S1/PRNP/CACNA1C/FZD10/CASP12/GRIN2A/PSMA5/MAP2K6/WDR41/VDAC2/PSMD8/CSNK2A1/PSMA4/ATG14/GNAQ/UBE2G2/LRP6/PSMD7/BAK1/EIF2AK3/PSMB5/CASP9/PSMB2/GPX8/PSMB1/MAP1LC3A/PSMA7/BID/WIPI1/ULK2/UCHL1/IL1B/FAS/IFT57/NDUFA12/NRAS/PARK7/GRIN2D/MAPT/KLC4/IL1A/HSPA5/PPP3CC/ULK1/PSMA3/FRAT1/PSMD6/CAMK2A/BAD/DCTN2/ATXN1L/PSMD14/KIF5C/HSD17B10/SMCR8/PLCB2/HRAS/NRBF2/NDUFA5/TNF/VDAC1/CSNK1A1/PSMD11/PRKCB/BRAF/GPX1/NDUFC1/WIPI2/UBA7/ATXN3/ALS2/ITPR2/HIP1/CDK5R1/TARDBP/WNT9A/ERN1/PSMC1/UQCRH/ITPR1/ATXN1/GRIA3/NDUFV3/WNT5B/BCL2L1/PSMC3/KLC1/PSMB4/DNAH1/CSNK2A3/FZD8/APC2/MAP1LC3C/PLCG1/KRAS/PSMA2/UBE2L3/COX7A2/LRRK2/NDUFB9/SDHB/CACNA1F/PSMD13/ATXN2L/CSNK1A1L 152 KEGG hsa04966 Collecting duct acid secretion 12/2327 27/8135 0.05755 0.2464 0.2058 ATP6V1B2/ATP6V0A1/TCIRG1/SLC12A7/ATP6V1G3/ATP6V1C1/ATP6V1A/CA2/ATP6V0D1/ATP6V1F/ATP6V0E2/ATP6V1E1 12 KEGG hsa05224 Breast cancer 51/2327 147/8135 0.06169 0.2608 0.2178 FGF10/MAPK3/FZD6/FGF2/NCOA3/WNT9B/CDK6/LEF1/LRP5/AKT2/EGF/FZD1/MAP2K1/FGF9/MYC/DVL2/PGR/SHC1/AKT3/FGF5/FGF7/FZD10/JAG1/NCOA1/LRP6/BAK1/SOS1/FGF1/GADD45B/NOTCH2/NRAS/IGF1R/FGF16/GADD45G/FRAT1/HRAS/CSNK1A1/BRAF/SHC2/WNT9A/DLL3/TNFSF11/WNT5B/FZD8/APC2/FGF23/CCND1/SP1/KRAS/ERBB2/CSNK1A1L 51 KEGG hsa00512 Mucin type O-glycan biosynthesis 15/2327 36/8135 0.06363 0.2636 0.2201 GALNT16/GALNT7/GCNT3/GALNT15/C1GALT1/GALNT11/GALNT18/ST6GALNAC2/ST6GALNAC3/GALNT13/GALNT3/ST6GALNAC4/GALNT5/GALNTL6/C1GALT1C1 15 KEGG hsa05215 Prostate cancer 35/2327 97/8135 0.06569 0.2636 0.2201 BCL2/CREB5/MAPK3/FOXO1/PDGFC/CREB3L4/CREB3L1/LEF1/HSP90AB1/CREB3/AKT2/EGF/IL1R2/MAP2K1/ATF4/AKT3/PLAT/PDGFRB/SOS1/CASP9/NKX3-1/ERG/GSTP1/NRAS/IGF1R/BAD/HRAS/CREBBP/BRAF/PDGFD/FGFR2/CCND1/KRAS/ERBB2/HSP90AA1 35 KEGG hsa04935 Growth hormone synthesis, secretion and action 42/2327 119/8135 0.06573 0.2636 0.2201 CREB5/MAPK3/ADCY8/MAPK12/CREB3L4/CREB3L1/STAT5A/SSTR1/ADCY1/CREB3/AKT2/SOCS3/MAPK11/MAP2K1/MAP3K1/ATF4/ATF6B/SHC1/AKT3/STAT1/CACNA1C/MAP2K6/GNAQ/SOS1/PTK2/NRAS/IGFALS/PLCB2/HRAS/JUNB/CREBBP/GNAI3/PRKCB/SHC2/STAT5B/ITPR2/ITPR1/PLCG1/KRAS/GNAI2/CACNA1F/IRS2 42 KEGG hsa05207 Chemical carcinogenesis - receptor activation 71/2327 212/8135 0.06604 0.2636 0.2201 FGF10/ARRB1/BCL2/CREB5/MAPK3/ADCY8/GSTO1/FGF2/CREB3L4/VEGFA/AIP/CREB3L1/STAT5A/HSP90AB1/ADCY1/CREB3/AKT2/EGF/MIRLET7A2/EIF4EBP1/MAP2K1/FGF9/CYP1B1/MYC/ATF4/RPS6KA3/PGR/ATF6B/AKT3/KPNA3/FGF5/PPARA/FGF7/CACNA1C/JAG1/EPHX2/EPHX1/PAQR5/ARNT/SOS1/KPNA1/GSTM4/NOTCH2/KPNB1/ARRB2/GSTA1/NRAS/FGF16/KLF5/BAD/HRAS/MGST1/KPNA4/BCL6/GNAI3/PRKCB/STAT5B/RXRA/DLL3/PAQR8/TNFSF11/RPS6KA1/KPNA6/MGST3/GSTM2/CCND1/KRAS/GNAI2/CACNA1F/RXRG/HSP90AA1 71 KEGG hsa00280 Valine, leucine and isoleucine degradation 19/2327 48/8135 0.06629 0.2636 0.2201 ACADS/OXCT1/AUH/BCAT1/ALDH3A2/HADHA/MCCC1/ALDH6A1/HMGCL/ALDH1B1/ACAT1/HIBADH/ABAT/OXCT2/HSD17B10/ACSF3/PCCA/AOX1/ACADM 19 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 7/2327 14/8135 0.07437 0.2922 0.2441 B4GALT2/B3GNT7/CHST2/FUT8/B4GALT4/CHST4/CHST6 7 KEGG hsa04020 Calcium signaling pathway 79/2327 240/8135 0.07797 0.3028 0.2529 FGF10/ITPKB/MCOLN1/P2RX7/VEGFB/ADCY8/NGF/PDE1C/TPCN1/FGF2/TPCN2/PDGFC/ATP2A3/VEGFA/PDE1A/CAMK1D/NTRK3/EDNRB/SLC25A4/ADCY1/SLC8A1/MST1/AGTR1/EGF/PHKA2/PLCD3/FGF9/ORAI3/F2R/RYR2/PHKG1/MCOLN3/STIM1/FGF5/FGF7/CACNA1C/ERBB4/PDGFRB/GRIN2A/VDAC2/GNAQ/FGF1/TBXA2R/P2RX4/GNAL/ADORA2A/MET/GRIN2D/TNNC1/TNNC2/FGF16/PPP3CC/CAMK2A/GDNF/PLCB2/VDAC1/BDKRB2/ADRA1D/PRKCB/FGFR4/ITPR2/EDNRA/MYLK3/CASQ2/CACNA1E/ITPR1/PLCD4/PDGFD/FGFR2/OXTR/HGF/FGF23/PLCG1/PDE1B/ERBB2/ATP2B4/CXCR4/CACNA1F/P2RX5 79 KEGG hsa01250 Biosynthesis of nucleotide sugars 15/2327 37/8135 0.07968 0.3046 0.2544 GFPT1/GFPT2/NANS/GALK2/GNPNAT1/HKDC1/UAP1L1/TGDS/PGM1/CMAS/PGM3/PMM2/NANP/GALT/PGM2 15 KEGG hsa04931 Insulin resistance 38/2327 108/8135 0.08025 0.3046 0.2544 PPP1R3E/PRKAG3/CREB5/IL6/FOXO1/PCK2/CREB3L4/CREB3L1/GFPT1/PRKCZ/CREB3/AKT2/GFPT2/ACACB/SOCS3/NR1H3/TRIB3/PPP1R3B/RPS6KA3/AKT3/PPARA/MLXIP/CD36/PRKCE/CRTC2/PPARGC1A/INSR/NR1H2/PRKAB1/SLC2A1/SLC27A3/TNF/PRKCB/SREBF1/PPARGC1B/RPS6KA1/SLC2A4/IRS2 38 KEGG hsa05414 Dilated cardiomyopathy 34/2327 96/8135 0.08688 0.3228 0.2696 LAMA2/ADCY8/ITGB3/ITGB1/ATP2A3/ITGAV/TGFB3/CACNA2D3/ADCY1/SLC8A1/CACNA2D4/SGCA/ITGB5/ITGA2/CACNA2D1/RYR2/DES/CACNA1C/DMD/ITGA4/TPM1/TTN/LAMA1/ITGA5/TNNC1/ITGA6/TNF/TPM2/ITGB7/ITGB8/ITGB6/MYL3/CACNA1F/CACNB1 34 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 9/2327 20/8135 0.08778 0.3228 0.2696 CHST14/CHST15/CHST7/CHSY1/CSGALNACT1/CHST11/CHST12/B3GALT6/CHSY3 9 KEGG hsa05323 Rheumatoid arthritis 33/2327 93/8135 0.0886 0.3228 0.2696 IL6/ANGPT1/VEGFA/TGFB3/ATP6V1B2/CTSK/ATP6V0A1/TCIRG1/CSF1/TNFSF13/ATP6V1G3/ATP6V1C1/HLA-DMA/TEK/IL23A/ACP5/ATP6V1A/IL1B/IL11/CXCL2/IL1A/ATP6V0D1/CTSL/TNF/CCL20/CCL2/TNFRSF11A/TNFSF11/ATP6V1F/CD80/ATP6V0E2/IL18/ATP6V1E1 33 KEGG hsa00230 Purine metabolism 44/2327 128/8135 0.0889 0.3228 0.2696 AK7/PDE7A/ADCY8/PDE1C/FHIT/PDE4D/PDE1A/ENTPD4/AK5/ADCY1/PDE4B/GART/ENTPD3/AK9/DGUOK/GUK1/ADSL/AK2/LACC1/NTPCR/PAPSS2/NME4/ATIC/PAPSS1/ENTPD1/NME1/PNP/PGM1/AK8/PDE3A/NUDT5/XDH/IMPDH1/GUCY2C/PDE4A/AK4/GUCY2F/AK1/NPR2/HPRT1/PPAT/PGM2/IMPDH2/PDE1B 44 KEGG hsa04370 VEGF signaling pathway 22/2327 59/8135 0.0928 0.3333 0.2783 MAPK3/PTGS2/MAPK12/VEGFA/AKT2/MAPK11/MAP2K1/AKT3/PLA2G4A/CASP9/PTK2/NRAS/CDC42/PPP3CC/BAD/HRAS/PRKCB/SHC2/PLCG1/PLA2G4C/KRAS/RAC2 22 KEGG hsa04722 Neurotrophin signaling pathway 41/2327 119/8135 0.09491 0.3372 0.2817 BDNF/BCL2/MAPK3/NGF/MAPK12/RAPGEF1/MATK/NTRK3/PRDM4/IRAK1/AKT2/ABL1/MAP2K7/MAPK11/MAP2K1/MAP3K1/MAGED1/ATF4/RPS6KA3/TRAF6/SHC1/AKT3/MAP2K5/RAP1B/SH2B1/NTF3/SOS1/NRAS/CDC42/CAMK2A/BAD/RIPK2/HRAS/BRAF/SHC2/RHOA/MAP3K3/KIDINS220/RPS6KA1/PLCG1/KRAS 41 KEGG hsa04137 Mitophagy - animal 26/2327 72/8135 0.1012 0.3521 0.2941 MITF/AMBRA1/RPS27A/TBC1D17/BCL2L13/ATF4/GABARAPL1/CSNK2A1/EIF2AK3/MAP1LC3A/CITED2/NRAS/ULK1/RHOT1/TFEB/HRAS/GABARAP/USP15/TBC1D15/BCL2L1/CSNK2A3/MAP1LC3C/USP30/SP1/KRAS/RRAS 26 KEGG hsa04371 Apelin signaling pathway 47/2327 139/8135 0.1023 0.3521 0.2941 GNB5/CDH1/PRKAG3/MAPK3/ADCY8/GNG7/HDAC4/ADCY1/SLC8A1/AGTR1/AKT2/PIK3R4/MEF2A/MAP2K1/RYR2/MEF2C/AKT3/GNG12/PLAT/GNB4/PRKCE/KLF2/JAG1/PPARGC1A/HDAC5/GNAQ/MEF2D/MAP1LC3A/NRAS/SERPINE1/PRKAB1/TGFBR1/PLCB2/HRAS/GNB1/GNAI3/ITPR2/MYLK3/SPP1/ITPR1/MAP1LC3C/CCND1/GNB3/KRAS/GNAI2/MYL3/RRAS 47 KEGG hsa05418 Fluid shear stress and atherosclerosis 47/2327 139/8135 0.1023 0.3521 0.2941 BCL2/ITGB3/GSTO1/MAPK12/VEGFA/ITGAV/ACVR2B/HSP90AB1/PRKCZ/SDC2/IL1R1/AKT2/IL1R2/ARHGEF2/MEF2A/ACVR1/MAP2K7/MAPK11/VCAM1/MEF2C/SDC4/AKT3/KEAP1/MAP2K5/EDN1/PLAT/KLF2/MAP2K6/PTK2/GSTM4/SUMO1/MMP2/IL1B/GSTP1/GSTA1/IL1A/MGST1/CTSL/TNF/RHOA/CCL2/MGST3/GSTM2/NCF2/RAC2/TXN/HSP90AA1 47 KEGG hsa05131 Shigellosis 80/2327 247/8135 0.1039 0.353 0.2948 CYTH1/BCL2/ACTN1/MAPK3/FOXO1/MAPK12/ITGB1/PFN2/RPS27A/TLR5/IL1R1/TECPR1/ARF6/AKT2/PIK3R4/MYL12B/MYL10/ACTR3C/PLCD3/FOXO4/ARHGEF2/TAB1/MAPK11/WASL/CASP1/RRAGD/TRAF6/AKT3/TLN2/ARPC2/FNBP1/PRKCE/HKDC1/UBE2N/VCL/ARPC5/ATG14/TRADD/PTK2/UBE2V2/MAP1LC3A/PFN1/WIPI1/IL1B/ACTR2/ITGA5/CDC42/ARPC5L/CAST/ROCK1/ARPC3/UBE2D2/RIPK2/PLCB2/TNF/VDAC1/MYD88/CASP4/WASF2/ARF1/WIPI2/RHOA/ITPR2/CYTH3/ATG12/UBE2D3/ITPR1/PLCD4/CYTH2/BCL2L1/TRAF5/CTTN/MAP1LC3C/PLCG1/ELMO1/TLN1/IL18/FNBP1L/IRF3/ARPC1A 80 KEGG hsa04210 Apoptosis 46/2327 136/8135 0.1046 0.353 0.2948 CTSC/BCL2/MAPK3/NGF/CTSH/BCL2L11/CTSF/SPTAN1/CTSK/AKT2/DFFA/PTPN13/BIRC3/MAP2K1/CTSO/BCL2A1/ATF4/AKT3/EIF2S1/AIFM1/CASP12/PARP4/HRK/BAK1/EIF2AK3/TRADD/CASP9/BID/GADD45B/FAS/NRAS/GADD45G/BAD/HRAS/CTSL/TNF/BIRC2/CSF2RB/ITPR2/ERN1/TNFRSF10B/ITPR1/PARP3/BCL2L1/DAB2IP/KRAS 46 KEGG hsa04012 ErbB signaling pathway 30/2327 85/8135 0.1069 0.3534 0.2952 MAPK3/STAT5A/AKT2/EGF/ABL1/MAP2K7/EIF4EBP1/MAP2K1/MYC/SHC1/AKT3/ERBB4/SOS1/PTK2/NRAS/EREG/CAMK2A/BAD/HRAS/PRKCB/BRAF/SHC2/STAT5B/NCK2/ABL2/PAK2/PLCG1/KRAS/ERBB2/NRG1 30 KEGG hsa04610 Complement and coagulation cascades 30/2327 85/8135 0.1069 0.3534 0.2952 CFI/C2/SERPINB2/SERPING1/F8/F2RL2/F2R/A2M/C7/PLAT/C8G/C1R/CFD/CFHR1/C1S/SERPINE1/PROS1/CFB/PROCR/BDKRB2/MBL2/MASP2/F10/F3/PROC/CD46/PLAUR/F7/VTN/VWF 30 KEGG hsa04730 Long-term depression 22/2327 60/8135 0.1085 0.3552 0.2966 MAPK3/LYN/GRIA1/MAP2K1/PLA2G4A/GNAQ/NRAS/IGF1R/PLCB2/HRAS/PPP2R1A/GNAI3/PRKCB/BRAF/ITPR2/ITPR1/GRIA3/GNA12/GNAZ/PLA2G4C/KRAS/GNAI2 22 KEGG hsa05134 Legionellosis 21/2327 57/8135 0.1102 0.3574 0.2985 IL6/IL12A/TLR5/HSPD1/CLK4/HSPA2/HSPA1A/HSPA6/BCL2L13/HSPA1B/CASP1/CLK1/HSPA8/SAR1A/CASP9/IL1B/CXCL2/TNF/MYD88/ARF1/IL18 21 KEGG hsa05163 Human cytomegalovirus infection 73/2327 225/8135 0.1125 0.3613 0.3017 GNB5/PTGER4/CCR1/AKAP13/CREB5/MAPK3/IL6/ADCY8/ITGB3/CCR3/PTGS2/MAPK12/CREB3L4/VEGFA/CREB3L1/ITGAV/GNG7/TAPBP/CDK6/IL1R1/TSC2/ADCY1/CREB3/AKT2/MAPK11/EIF4EBP1/MAP2K1/HLA-E/MYC/ATF4/ATF6B/AKT3/GNG12/HLA-G/TSC1/GNB4/MAP2K6/GNAQ/BAK1/SOS1/TRADD/CASP9/PTK2/BID/IL1B/FAS/NRAS/IL6R/ROCK1/PPP3CC/PLCB2/HRAS/TNF/GNB1/GNAI3/PRKCB/RHOA/ITPR2/B2M/CCL2/ITPR1/HLA-C/GNA12/TRAF5/CCND1/GNB3/SP1/KRAS/GNAI2/RAC2/CXCR4/IRF3/ARHGEF11 73 KEGG hsa05212 Pancreatic cancer 27/2327 76/8135 0.1137 0.3613 0.3017 MAPK3/PLD1/VEGFA/TGFB3/CDK6/TGFBR2/AKT2/EGF/MAP2K1/AKT3/STAT1/BAK1/CASP9/GADD45B/CDC42/GADD45G/BAD/TGFBR1/PLD2/RALB/BRAF/RALGDS/BCL2L1/CCND1/KRAS/RAC2/ERBB2 27 KEGG hsa04611 Platelet activation 42/2327 124/8135 0.1147 0.3613 0.3017 FERMT3/COL1A1/MAPK3/ADCY8/ITGB3/MAPK12/ITGB1/PTGIR/FCGR2A/PRKCZ/TBXAS1/ADCY1/AKT2/MYL12B/ITGA2/LYN/VASP/MAPK11/F2R/STIM1/ARHGAP35/AKT3/TLN2/RAP1B/PLA2G4A/GNAQ/TBXA2R/ROCK1/PLCB2/APBB1IP/GNAI3/RHOA/ITPR2/MYLK3/ITPR1/SYK/VWF/P2RY1/PLA2G4C/GNAI2/TLN1/COL1A2 42 KEGG hsa04917 Prolactin signaling pathway 25/2327 70/8135 0.1184 0.3669 0.3064 MAPK3/MAPK12/STAT5A/AKT2/SOCS3/SOCS5/MAPK11/MAP2K1/SHC1/AKT3/STAT1/SOS1/CYP17A1/NRAS/HRAS/SHC2/STAT5B/CCND2/TNFRSF11A/TNFSF11/PRL/CGA/GALT/CCND1/KRAS 25 KEGG hsa01523 Antifolate resistance 12/2327 30/8135 0.1204 0.3669 0.3064 ABCC5/IL6/ABCC4/FOLR1/SHMT2/GART/ATIC/IL1B/MTHFR/TNF/ABCC2/ABCC1 12 KEGG hsa05160 Hepatitis C 52/2327 157/8135 0.1207 0.3669 0.3064 MAPK3/CDK6/YWHAB/AKT2/EGF/CLDN11/SOCS3/IRF7/NR1H3/MAP2K1/IRF9/MYC/RSAD2/OAS1/TRAF6/AKT3/STAT1/EIF2S1/PPARA/CLDN23/IFIT1/CLDN4/STAT2/BAK1/SOS1/EIF2AK3/TRADD/CASP9/BID/PSME3/FAS/TRAF3/NRAS/PPP2R2C/MX1/OAS2/BAD/HRAS/PPP2R1A/TNF/CLDN1/YWHAZ/BRAF/EIF2AK4/CD81/RXRA/TLR3/OCLN/CLDN15/CCND1/KRAS/IRF3 52 KEGG hsa05221 Acute myeloid leukemia 24/2327 67/8135 0.1208 0.3669 0.3064 MAPK3/PIM1/RUNX1T1/STAT5A/LEF1/AKT2/EIF4EBP1/MAP2K1/BCL2A1/MYC/AKT3/CEBPE/SOS1/NRAS/BAD/RUNX1/HRAS/JUP/BRAF/PPARD/STAT5B/RARA/CCND1/KRAS 24 KEGG hsa04929 GnRH secretion 23/2327 64/8135 0.1232 0.3709 0.3097 ARRB1/GPER1/MAPK3/HCN2/AKT2/MAP2K1/KCNJ11/AKT3/CACNA1C/HCN3/GNAQ/GABBR2/ARRB2/NRAS/PLCB2/HRAS/PRKCB/ITPR2/SPP1/ITPR1/CGA/KRAS/CACNA1F 23 KEGG hsa05213 Endometrial cancer 21/2327 58/8135 0.1281 0.3807 0.318 CDH1/MAPK3/LEF1/AKT2/EGF/MAP2K1/MYC/AKT3/BAK1/SOS1/CASP9/GADD45B/NRAS/GADD45G/BAD/HRAS/BRAF/APC2/CCND1/KRAS/ERBB2 21 KEGG hsa04621 NOD-like receptor signaling pathway 60/2327 184/8135 0.1292 0.3807 0.318 BCL2/P2RX7/MAPK3/IL6/NEK7/GBP2/MAPK12/HSP90AB1/TNFAIP3/ANTXR1/GSDMD/IRF7/TAB1/MAPK11/BIRC3/ANTXR2/IRF9/OAS1/TRPM7/CASP1/TRAF6/STAT1/GABARAPL1/PSTPIP1/CASP12/STAT2/VDAC2/TRIP6/MAP1LC3A/DNM1L/IL1B/TRAF3/MEFV/CXCL2/IFI16/OAS2/RIPK2/PLCB2/TP53BP1/TNF/VDAC1/MYD88/SUGT1/CASP4/GABARAP/BIRC2/RHOA/ITPR2/ATG12/CCL2/ITPR1/GBP1/GBP3/BCL2L1/TRAF5/MAP1LC3C/IL18/TXN/IRF3/HSP90AA1 60 KEGG hsa04912 GnRH signaling pathway 32/2327 93/8135 0.1299 0.3807 0.318 MAP3K4/MAPK3/ADCY8/PLD1/MAPK12/MMP14/ADCY1/MAP2K7/MAPK11/MAP2K1/MAP3K1/ATF4/CACNA1C/MAP2K6/PLA2G4A/GNAQ/SOS1/MMP2/NRAS/CDC42/CAMK2A/PLD2/PLCB2/HRAS/PRKCB/ITPR2/MAP3K3/ITPR1/CGA/PLA2G4C/KRAS/CACNA1F 32 KEGG hsa05010 Alzheimer disease 120/2327 384/8135 0.1323 0.3842 0.3209 NOX4/ATG13/APOE/MAPK3/IL6/AMBRA1/PTGS2/FZD6/BACE1/ATP2A3/SDHA/WNT9B/SLC25A4/XBP1/APH1B/LRP5/AKT2/PIK3R4/FZD1/PSMB7/SLC39A1/MAP2K7/CSF1/MAP2K1/ATG2B/DKK1/RB1CC1/ATG2A/PSMD12/ATF6/ATF4/DVL2/TUBB2A/AKT3/EIF2S1/CACNA1C/FZD10/CASP12/GRIN2A/PSMA5/VDAC2/PSMD8/CSNK2A1/SLC39A2/PSMA4/ATG14/GNAQ/LRP6/PSMD7/EIF2AK3/PSMB5/CASP9/SLC39A7/PSMB2/INSR/PSMB1/PSMA7/BID/RTN3/WIPI1/ULK2/APBB1/IL1B/FAS/NDUFA12/NRAS/GRIN2D/MAPT/KLC4/IL1A/PPP3CC/ULK1/PSMA3/FRAT1/PSMD6/BAD/PSMD14/KIF5C/HSD17B10/PLCB2/HRAS/NRBF2/NDUFA5/TNF/VDAC1/SLC11A2/CSNK1A1/PSMD11/BRAF/IDE/NDUFC1/WIPI2/GAPDH/ADAM17/ITPR2/CDK5R1/WNT9A/ERN1/PSMC1/UQCRH/ITPR1/NDUFV3/WNT5B/PSMC3/KLC1/PSMB4/SLC39A8/CSNK2A3/FZD8/APC2/KRAS/PSMA2/COX7A2/NDUFB9/NAE1/SDHB/CACNA1F/PSMD13/IRS2/CSNK1A1L 120 KEGG hsa00565 Ether lipid metabolism 18/2327 49/8135 0.1354 0.3889 0.3248 PLD1/TMEM189/ENPP6/ENPP2/AGPS/PAFAH1B1/CHPT1/PLA2G4A/GDPD3/PAFAH1B2/LPCAT4/LPCAT2/PLA2G7/PLD3/PLD2/PLA2G2A/PLA2G6/PLA2G4C 18 KEGG hsa04926 Relaxin signaling pathway 43/2327 129/8135 0.1362 0.3889 0.3248 GNB5/ARRB1/COL1A1/CREB5/VEGFB/MAPK3/ADCY8/MAPK12/CREB3L4/VEGFA/CREB3L1/GNG7/EDNRB/PRKCZ/ADCY1/CREB3/TGFBR2/AKT2/MAP2K7/MAPK11/MAP2K1/ATF4/ATF6B/SHC1/AKT3/GNG12/EDN1/GNB4/SOS1/MMP2/ARRB2/NRAS/TGFBR1/PLCB2/HRAS/COL4A4/GNB1/GNAI3/SHC2/GNB3/KRAS/GNAI2/COL1A2 43 KEGG hsa04213 Longevity regulating pathway - multiple species 22/2327 62/8135 0.1445 0.4009 0.3348 PRKAG3/FOXO1/ADCY8/ADCY1/AKT2/CRYAB/HSPA2/HSPA1A/HSPA6/HSPA1B/AKT3/EIF4EBP2/HSPA8/INSR/NRAS/PRKAB1/IGF1R/HRAS/HDAC2/KRAS/SOD2/IRS2 22 KEGG hsa04530 Tight junction 55/2327 169/8135 0.145 0.4009 0.3348 TJP1/CGNL1/PRKAG3/LLGL1/ACTN1/ITGB1/MYL6B/PRKCZ/NEDD4/STK11/MYL12B/CLDN11/ACTR3C/VASP/ARHGEF2/MAP2K7/MAP3K1/RAB8B/DLG2/ARPC2/NEDD4L/CLDN23/DLG3/CLDN4/PRKCE/MPP4/EPB41L4B/ARPC5/ACTR2/DLG1/AMOT/PRKAB1/PPP2R2C/CDC42/RAPGEF6/ARPC5L/ROCK1/ARPC3/RAP2C/RUNX1/PPP2R1A/CFTR/CLDN1/RHOA/SLC9A3R1/OCLN/MPP5/MYL6/CTTN/CLDN15/CCND1/MPDZ/TJP2/ERBB2/ARPC1A 55 KEGG hsa03020 RNA polymerase 13/2327 34/8135 0.146 0.4009 0.3348 POLR3D/POLR3G/POLR3B/CD3EAP/POLR1B/POLR3K/POLR3F/POLR2M/POLR2G/POLR3H/POLR3E/POLR1C/POLR2E 13 KEGG hsa04721 Synaptic vesicle cycle 27/2327 78/8135 0.1461 0.4009 0.3348 CLTCL1/ATP6V1B2/ATP6V0A1/TCIRG1/CLTB/ATP6V1G3/SLC6A12/ATP6V1C1/UNC13A/SLC6A9/SLC1A7/AP2M1/ATP6V1A/SLC6A7/SLC18A2/AP2S1/ATP6V0D1/STX3/DNM2/RIMS1/ATP6V1F/CLTC/ATP6V0E2/NAPA/AP2A1/UNC13B/ATP6V1E1 27 KEGG hsa04152 AMPK signaling pathway 40/2327 120/8135 0.1464 0.4009 0.3348 PRKAG3/CREB5/ADIPOR2/FOXO1/STRADB/PPARG/PCK2/CREB3L4/CREB3L1/RAB11B/TSC2/CREB3/AKT2/PFKFB2/STK11/ACACB/EIF4EBP1/AKT3/PPP2R3A/TSC1/CD36/CRTC2/PPARGC1A/MLYCD/INSR/EEF2K/PRKAB1/IGF1R/PPP2R2C/RAB10/ULK1/PPP2R1A/CFTR/FBP1/RAB2A/SREBF1/PPP2R5D/CCND1/SLC2A4/IRS2 40 KEGG hsa00650 Butanoate metabolism 11/2327 28/8135 0.1486 0.4035 0.337 ACADS/OXCT1/ALDH5A1/HADHA/HMGCL/ACAT1/ACSM5/ABAT/ACSM3/OXCT2/BDH2 11 KEGG hsa04064 NF-kappa B signaling pathway 35/2327 104/8135 0.1499 0.4038 0.3372 BCL2/PTGS2/TNFAIP3/IL1R1/IRAK1/CD40/LYN/EDA/TAB1/BIRC3/BCL2A1/VCAM1/LY96/TRAF6/LTBR/LBP/CSNK2A1/TRADD/IL1B/GADD45B/TRAF3/CXCL2/GADD45G/TNF/MYD88/PRKCB/BIRC2/SYK/TNFRSF11A/TNFSF11/BCL2L1/RELB/TRAF5/CSNK2A3/PLCG1 35 KEGG hsa04962 Vasopressin-regulated water reabsorption 16/2327 44/8135 0.1644 0.4393 0.3669 STX4/CREB5/CREB3L4/CREB3L1/RAB11B/CREB3/AQP3/RAB5A/DYNLL2/DYNC2H1/DYNC2LI1/DCTN2/AVPR2/RAB11A/DYNC1LI2/DYNC1LI1 16 KEGG hsa05210 Colorectal cancer 29/2327 86/8135 0.1742 0.46 0.3841 BCL2/MAPK3/BCL2L11/TGFB3/LEF1/TGFBR2/AKT2/EGF/MAP2K1/MYC/AKT3/BAK1/SOS1/CASP9/GADD45B/NRAS/GADD45G/EREG/BAD/TGFBR1/RALB/HRAS/BRAF/RHOA/RALGDS/APC2/CCND1/KRAS/RAC2 29 KEGG hsa05230 Central carbon metabolism in cancer 24/2327 70/8135 0.1771 0.46 0.3841 MAPK3/SLC7A5/SIRT3/NTRK3/LDHB/AKT2/LDHA/MAP2K1/MYC/AKT3/SLC1A5/LDHAL6B/PDGFRB/HKDC1/SLC16A3/NRAS/MET/SLC2A1/HRAS/PDHB/FGFR2/PDHA1/KRAS/ERBB2 24 KEGG hsa04136 Autophagy - other 12/2327 32/8135 0.1776 0.46 0.3841 ATG13/PIK3R4/ATG2B/ATG2A/GABARAPL1/WIPI1/ULK2/GABARAP/WIPI2/ATG7/ATG12/ATG3 12 KEGG hsa03008 Ribosome biogenesis in eukaryotes 36/2327 109/8135 0.1776 0.46 0.3841 NOP10/RIOK1/GNL3/WDR43/EIF6/GTPBP4/NXT1/WDR3/XRN2/NXF1/UTP6/NOP56/UTP14A/RPP40/BMS1/IMP4/DKC1/CSNK2A1/EMG1/HEATR1/GNL3L/REXO2/RAN/NAT10/WDR75/XRN1/NOP58/NOL6/RIOK2/UTP15/GAR1/RPP38/MPHOSPH10/GNL2/CSNK2A3/NHP2 36 KEGG hsa00010 Glycolysis / Gluconeogenesis 23/2327 67/8135 0.1817 0.4636 0.3872 GALM/ACSS1/PCK2/LDHB/LDHA/ALDH3A2/LDHAL6B/HKDC1/ALDH1B1/PGM1/BPGM/ADH7/PDHB/FBP1/GAPDH/ENO4/ALDOC/ENO2/PDHA1/PGM2/DLAT/ALDH3B1/ENO1 23 KEGG hsa05161 Hepatitis B 52/2327 162/8135 0.1818 0.4636 0.3872 BCL2/CREB5/MAPK3/IL6/MAPK12/CREB3L4/CREB3L1/TGFB3/STAT5A/IRAK1/CREB3/TGFBR2/YWHAB/AKT2/IRF7/MAP2K7/TAB1/MAPK11/MAP2K1/MAP3K1/MYC/ATF4/ATF6B/TRAF6/AKT3/STAT1/STAT6/EGR2/CASP12/STAT2/MAP2K6/SOS1/CASP9/BID/FAS/TRAF3/NRAS/BAD/TGFBR1/HRAS/TNF/MYD88/CREBBP/STAT4/YWHAZ/PRKCB/BRAF/IFIH1/STAT5B/TLR3/KRAS/IRF3 52 KEGG hsa05162 Measles 45/2327 139/8135 0.1841 0.4658 0.3891 BCL2/IL6/IL12A/CDK6/STAT5A/TNFAIP3/IRAK1/AKT2/HSPA2/IRF7/HSPA1A/HSPA6/IRF9/HSPA1B/OAS1/TRAF6/AKT3/STAT1/EIF2S1/STAT2/HSPA8/CSNK2A1/BAK1/EIF2AK3/TRADD/CASP9/BID/IL1B/FAS/TRAF3/MX1/IL1A/OAS2/BAD/TLR7/MYD88/IFIH1/EIF2AK4/STAT5B/CCND2/CD46/BCL2L1/CSNK2A3/CCND1/IRF3 45 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 48/2327 150/8135 0.2001 0.4994 0.4171 BCL2/CREB5/MAPK3/ADCY8/MAPK12/CREB3L4/ATP2A3/CREB3L1/CACNA2D3/ATP1A2/ADCY1/SLC8A1/CREB3/AGTR1/AKT2/CACNA2D4/SCN5A/CREM/MAPK11/SCN1B/CACNA2D1/RYR2/ATP1A3/ATF4/ATF6B/AKT3/PPP2R3A/CACNA1C/TPM1/GNAQ/PPP2R2C/ATP1B2/TNNC1/CAMK2A/PLCB2/PPP2R1A/ATP1A1/PPP1R1A/ADRA1D/GNAI3/TPM2/PPP2R5D/GNAI2/RAPGEF3/ATP2B4/MYL3/CACNA1F/CACNB1 48 KEGG hsa00513 Various types of N-glycan biosynthesis 14/2327 39/8135 0.2004 0.4994 0.4171 MAN1A1/ALG2/B4GALNT3/B4GALT2/FUT8/MAN1C1/ALG12/HEXA/MGAT4C/HEXB/STT3A/MGAT4A/MAN2A2/DAD1 14 KEGG hsa04664 Fc epsilon RI signaling pathway 23/2327 68/8135 0.2039 0.5045 0.4214 GAB2/VAV3/MAPK3/MAPK12/AKT2/LYN/MAP2K7/MAPK11/MAP2K1/ALOX5AP/AKT3/MAP2K6/PLA2G4A/SOS1/NRAS/HRAS/TNF/SYK/PLCG1/PLA2G4C/KRAS/RAC2/INPP5D 23 KEGG hsa04916 Melanogenesis 33/2327 101/8135 0.2104 0.5166 0.4315 MITF/MAPK3/ADCY8/FZD6/TYR/CREB3L4/CREB3L1/WNT9B/EDNRB/LEF1/ADCY1/CREB3/FZD1/MAP2K1/DVL2/DCT/EDN1/FZD10/KITLG/GNAQ/NRAS/CAMK2A/PLCB2/HRAS/CREBBP/GNAI3/PRKCB/WNT9A/WNT5B/FZD8/KRAS/GNAI2/MC1R 33 KEGG hsa01230 Biosynthesis of amino acids 25/2327 75/8135 0.2151 0.5214 0.4355 CTH/GPT2/PC/ALDH18A1/TALDO1/PYCR1/PSAT1/ASNS/CBS/SHMT2/PSPH/BCAT1/RPE/GOT1/IDH3A/PYCR2/GOT2/GAPDH/ENO4/PHGDH/GLUL/SDS/ALDOC/ENO2/ENO1 25 KEGG hsa00020 Citrate cycle (TCA cycle) 11/2327 30/8135 0.2154 0.5214 0.4355 PC/PCK2/SDHA/SUCLG2/FH/OGDHL/IDH3A/PDHB/PDHA1/DLAT/SDHB 11 KEGG hsa04330 Notch signaling pathway 20/2327 59/8135 0.2216 0.5324 0.4447 TLE1/APH1B/DVL2/JAG1/MAML1/DTX3L/NOTCH2/MAML3/LFNG/NUMB/DTX2/ATXN1L/TLE4/NCOR2/MAML2/CREBBP/ADAM17/HDAC2/ATXN1/DLL3 20 KEGG hsa04977 Vitamin digestion and absorption 9/2327 24/8135 0.2255 0.5349 0.4467 LMBRD1/SLC19A3/BTD/APOB/APOA1/FOLH1/TCN2/ABCC1/SLC23A1 9 KEGG hsa05169 Epstein-Barr virus infection 63/2327 202/8135 0.227 0.5349 0.4467 BCL2/IL6/MAPK12/BCL2L11/TAPBP/CDK6/TNFAIP3/IRAK1/AKT2/NEDD4/CD40/IRF7/LYN/MAP2K7/TAB1/MAPK11/ENTPD3/HLA-E/IRF9/MYC/PSMD12/SAP30L/OAS1/TRAF6/AKT3/STAT1/HLA-G/HLA-DMA/STAT2/MAP2K6/PSMD8/ENTPD1/PSMD7/BAK1/TRADD/CASP9/BID/GADD45B/FAS/TRAF3/USP7/GADD45G/OAS2/PSMD6/PSMD14/NCOR2/TNF/MYD88/PSMD11/HDAC2/B2M/PSMC1/CCND2/SAP30/SYK/HLA-C/PSMC3/RELB/TRAF5/CCND1/CD19/IRF3/PSMD13 63 KEGG hsa05211 Renal cell carcinoma 23/2327 69/8135 0.2274 0.5349 0.4467 MAPK3/VEGFA/RAPGEF1/TGFB3/AKT2/MAP2K1/FH/AKT3/RAP1B/ARNT/SOS1/EGLN2/NRAS/MET/CDC42/SLC2A1/BAD/HRAS/CREBBP/BRAF/HGF/PAK2/KRAS 23 KEGG hsa04972 Pancreatic secretion 33/2327 102/8135 0.2298 0.5366 0.4482 BST1/CPB1/ADCY8/TPCN2/ATP2A3/PRSS3/RAB27B/ATP1A2/ADCY1/RYR2/ATP1A3/CLCA1/RAP1B/GNAQ/CLCA2/ATP1B2/KCNMA1/CA2/RAB3D/CEL/SLC4A4/AMY2B/PLCB2/PLA2G2A/CFTR/ATP1A1/PRKCB/RAB11A/RHOA/ITPR2/ITPR1/SCTR/ATP2B4 33 KEGG hsa04728 Dopaminergic synapse 42/2327 132/8135 0.2318 0.5378 0.4491 GNB5/ARRB1/CREB5/MAPK12/CREB3L4/CREB3L1/GNG7/CREB3/AKT2/MAPK11/GRIA1/ATF4/ATF6B/AKT3/GNG12/PPP2R3A/CACNA1C/GNB4/GRIN2A/LRTOMT/GNAQ/GNAL/ARRB2/DRD2/PPP2R2C/SLC18A2/PPP3CC/CAMK2A/KIF5C/PLCB2/CLOCK/PPP2R1A/GNB1/GNAI3/PRKCB/ITPR2/ITPR1/GRIA3/PPP2R5D/GNB3/ARNTL/GNAI2 42 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 18/2327 53/8135 0.2346 0.5405 0.4514 ATP1A2/CLTCL1/SLC8A1/CLTB/ATP1A3/GNAQ/AP2M1/ATP1B2/AP2S1/PLCB2/BDKRB2/DNM2/ATP1A1/PRKCB/RAB11A/CLTC/ATP2B4/AP2A1 18 KEGG hsa05217 Basal cell carcinoma 21/2327 63/8135 0.2408 0.5509 0.4601 FZD6/GLI3/SMO/WNT9B/LEF1/SUFU/FZD1/BMP2/HHIP/DVL2/GLI2/FZD10/PTCH1/BAK1/GADD45B/PTCH2/GADD45G/WNT9A/WNT5B/FZD8/APC2 21 KEGG hsa00410 beta-Alanine metabolism 11/2327 31/8135 0.2528 0.5744 0.4797 ACADS/ALDH3A2/HADHA/ALDH6A1/ALDH1B1/MLYCD/ABAT/SMOX/CSAD/ALDH3B1/DPYD 11 KEGG hsa04022 cGMP-PKG signaling pathway 52/2327 167/8135 0.2572 0.5799 0.4843 CREB5/MAPK3/ADCY8/CREB3L4/ATP2A3/CREB3L1/ATP1A2/EDNRB/SLC25A4/ADCY1/SLC8A1/CREB3/AGTR1/AKT2/VASP/MEF2A/MAP2K1/ATP1A3/ATF4/MEF2C/ATF6B/AKT3/CACNA1C/PRKCE/VDAC2/GNAQ/MEF2D/INSR/ATP1B2/KCNMA1/PDE3A/ROCK1/PPP3CC/BAD/PLCB2/VDAC1/BDKRB2/ATP1A1/RGS2/ADRA1D/GNAI3/RHOA/ITPR2/EDNRA/MYLK3/ITPR1/NPR2/GNA12/GNAI2/ATP2B4/CACNA1F/IRS2 52 KEGG hsa04390 Hippo signaling pathway 49/2327 157/8135 0.2587 0.5799 0.4843 CDH1/LLGL1/FZD6/TEAD1/FRMD6/TGFB3/AJUBA/WNT9B/LEF1/PRKCZ/TP53BP2/TGFBR2/YWHAB/FZD1/GDF5/TEAD2/LIMD1/BMP2/BIRC3/MYC/DLG2/DVL2/DLG5/BMP6/DLG3/GLI2/FZD10/WTIP/AFP/FGF1/DLG1/SERPINE1/AMOT/PPP2R2C/TGFBR1/PPP2R1A/YWHAZ/BIRC2/TEAD4/WNT9A/CCND2/MPP5/WNT5B/SNAI2/FZD8/APC2/CCND1/LATS1/SMAD1 49 KEGG hsa04922 Glucagon signaling pathway 34/2327 107/8135 0.2637 0.5872 0.4905 PRKAG3/CREB5/FOXO1/PCK2/CREB3L4/CREB3L1/SIK2/LDHB/CREB3/AKT2/PHKA2/ACACB/LDHA/PHKG1/ATF4/AKT3/PPARA/LDHAL6B/CRTC2/PPARGC1A/GNAQ/PRKAB1/SLC2A1/PPP3CC/PRMT1/CAMK2A/PLCB2/PDHB/CREBBP/FBP1/ITPR2/PPP4C/ITPR1/PDHA1 34 KEGG hsa04724 Glutamatergic synapse 36/2327 114/8135 0.2702 0.5952 0.4971 GNB5/SLC38A1/SLC38A2/MAPK3/ADCY8/PLD1/SHANK2/GNG7/ADCY1/GRIK5/GRIA1/GNG12/CACNA1C/GNB4/GRIN2A/SLC1A7/GRIK1/PLA2G4A/GNAQ/GRIN2D/PPP3CC/GRM8/PLD2/PLCB2/GNB1/GNAI3/PRKCB/GLUL/ITPR2/GRM3/ITPR1/GRIA3/GNB3/PLA2G4C/GNAI2/SHANK1 36 KEGG hsa04620 Toll-like receptor signaling pathway 33/2327 104/8135 0.2709 0.5952 0.4971 MAPK3/IL6/IL12A/MAPK12/TLR5/CTSK/IRAK1/AKT2/CD40/IRF7/MAP2K7/TAB1/MAPK11/MAP2K1/MAP3K8/LY96/TRAF6/AKT3/STAT1/TLR1/MAP2K6/LBP/IL1B/TRAF3/TOLLIP/TLR7/TNF/MYD88/SPP1/TLR3/TLR8/CD80/IRF3 33 KEGG hsa00561 Glycerolipid metabolism 20/2327 61/8135 0.2756 0.6015 0.5024 AGPAT4/MBOAT1/LPIN3/PNPLA2/ALDH3A2/DGKH/GK/DGAT1/ALDH1B1/LPIN1/DGKE/LCLAT1/GPAM/CEL/DGKA/PNLIPRP3/DGKG/LPIN2/LIPG/GPAT2 20 KEGG hsa01200 Carbon metabolism 36/2327 115/8135 0.2907 0.6296 0.5258 ACSS1/GPT2/ACADS/PC/SDHA/TALDO1/PSAT1/GLUD2/SUCLG2/SHMT2/PSPH/FH/RPE/OGDHL/GOT1/ME2/HKDC1/ALDH6A1/ME3/ACAT1/IDH3A/PDHB/GOT2/FBP1/PCCA/GAPDH/H6PD/ENO4/PHGDH/SDS/ALDOC/ENO2/PDHA1/DLAT/SDHB/ENO1 36 KEGG hsa04215 Apoptosis - multiple species 11/2327 32/8135 0.2922 0.6296 0.5258 BCL2/BCL2L11/BIRC7/BIRC3/BOK/BAK1/CASP9/BID/BIRC2/BIRC6/BCL2L1 11 KEGG hsa00430 Taurine and hypotaurine metabolism 6/2327 16/8135 0.2949 0.6315 0.5274 FMO5/FMO4/FMO3/GGT7/CSAD/FMO2 6 KEGG hsa00920 Sulfur metabolism 4/2327 10/8135 0.3135 0.667 0.557 SELENBP1/PAPSS2/PAPSS1/TST 4 KEGG hsa05133 Pertussis 24/2327 76/8135 0.3217 0.6801 0.568 C2/MAPK3/IL6/IL12A/MAPK12/ITGB1/SERPING1/IRAK1/MAPK11/LY96/CASP1/TRAF6/C1R/IL23A/C1S/IL1B/ITGA5/IL1A/TNF/MYD88/GNAI3/RHOA/GNAI2/IRF3 24 KEGG hsa04964 Proximal tubule bicarbonate reclamation 8/2327 23/8135 0.3258 0.6844 0.5716 PCK2/ATP1A2/GLUD2/ATP1A3/ATP1B2/CA2/SLC4A4/ATP1A1 8 KEGG hsa01524 Platinum drug resistance 23/2327 73/8135 0.3315 0.6877 0.5744 BCL2/SLC31A1/MAPK3/GSTO1/AKT2/BIRC3/AKT3/BAK1/CASP9/GSTM4/BID/GSTP1/FAS/GSTA1/BAD/MGST1/ABCC2/ERCC1/BIRC2/BCL2L1/MGST3/GSTM2/ERBB2 23 KEGG hsa04115 p53 signaling pathway 23/2327 73/8135 0.3315 0.6877 0.5744 BCL2/SESN2/CD82/CDK6/TSC2/CCNG2/THBS1/PPM1D/SHISA5/SESN3/CASP9/BID/GADD45B/FAS/SERPINE1/GADD45G/EI24/CCNG1/TNFRSF10B/CCND2/GORAB/BCL2L1/CCND1 23 KEGG hsa00310 Lysine degradation 20/2327 63/8135 0.3337 0.6879 0.5745 PRDM6/SETDB2/DHTKD1/SETMAR/ALDH3A2/HADHA/PRDM2/AASS/KMT2E/ALDH1B1/ACAT1/KMT2C/EHMT2/SETD1A/COLGALT2/PLOD2/NSD1/COLGALT1/BBOX1/EZH1 20 KEGG hsa00100 Steroid biosynthesis 7/2327 20/8135 0.3391 0.6948 0.5803 HSD17B7/SC5D/CYP24A1/DHCR24/CEL/CYP27B1/SOAT1 7 KEGG hsa05202 Transcriptional misregulation in cancer 58/2327 193/8135 0.3524 0.7161 0.5981 CDK14/MITF/IL6/FOXO1/PPARG/KDM6A/RUNX1T1/HOXA10/CEBPB/TGFBR2/SIX4/CD40/IL1R2/CDK9/RUNX2/BIRC3/FUT8/BCL2A1/MYC/KLF3/MEF2C/MAF/PLAT/BMP2K/CEBPE/LDB1/BAK1/PTK2/ERG/HOXA9/ATF1/GADD45B/TSPAN7/IGF1R/MET/GADD45G/MLLT3/RUNX1/AFF1/BCL11B/JUP/BCL6/BIRC2/HPGD/HDAC2/ITGB7/PROM1/RXRA/CCND2/GRIA3/RARA/BCL2L1/ELANE/MEN1/SP1/RXRG/NCOR1/SMAD1 58 KEGG hsa00450 Selenocompound metabolism 6/2327 17/8135 0.3538 0.7161 0.5981 CTH/TXNRD1/PAPSS2/INMT/PAPSS1/SEPSECS 6 KEGG hsa01212 Fatty acid metabolism 18/2327 57/8135 0.3559 0.7162 0.5981 ACADS/CPT2/TECR/ELOVL3/HADHA/PPT2/ELOVL6/ELOVL1/ACAT1/HSD17B8/HSD17B12/ACSF3/ELOVL5/SCP2/CBR4/OXSM/ACSL6/ACADM 18 KEGG hsa04120 Ubiquitin mediated proteolysis 43/2327 142/8135 0.3581 0.7162 0.5981 RHOBTB2/UBE2J1/RPS27A/MID1/HERC1/NEDD4/SOCS3/UBE2U/UBR5/BIRC7/BIRC3/UBE2K/MAP3K1/TRAF6/KEAP1/CUL4A/NEDD4L/UBE2N/UBE2Z/UBE4B/UBE2H/UBE2G2/ANAPC10/HERC4/UBE2E3/UBE2D2/UBE2Q2/RNF7/UBOX5/BIRC2/UBA7/SMURF2/HUWE1/UBE2E2/BIRC6/UBE2D3/CUL7/ANAPC1/SMURF1/TRIP12/CUL5/ITCH/UBE2L3 43 KEGG hsa00062 Fatty acid elongation 9/2327 27/8135 0.3603 0.7163 0.5983 TECR/ELOVL3/HADHA/PPT2/ELOVL6/ELOVL1/ACOT7/HSD17B12/ELOVL5 9 KEGG hsa01522 Endocrine resistance 30/2327 98/8135 0.3655 0.7224 0.6033 GPER1/BCL2/MAPK3/ADCY8/MAPK12/NCOA3/ADCY1/AKT2/MAPK11/MAP2K1/SHC1/AKT3/JAG1/SOS1/PTK2/MMP2/NOTCH2/NRAS/IGF1R/BAD/HRAS/BRAF/SHC2/DLL3/CCND1/SP1/KRAS/ABCB11/ERBB2/NCOR1 30 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 58/2327 194/8135 0.3698 0.7266 0.6068 GNB5/CCR1/MAPK3/IL6/CCR3/PTGS2/FGF2/MAPK12/VEGFA/HCK/GNG7/RPS27A/CDK6/LEF1/AKT2/CLEC2B/IRF7/LYN/ZFP36/MAP2K7/MAPK11/MAP2K1/HLA-E/IRF9/MYC/AKT3/STAT1/GNG12/HLA-G/GNB4/STAT2/MAP2K6/ATG14/BAK1/TRADD/CASP9/MAP1LC3A/BID/FAS/TRAF3/NRAS/CXCL2/PPP3CC/HRAS/CREBBP/GNB1/ITPR2/TLR3/ITPR1/SYK/HLA-C/MAP1LC3C/CCND1/PLCG1/GNB3/KRAS/IRF3/ATG3 58 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 8/2327 24/8135 0.376 0.7343 0.6133 HS2ST1/NDST1/EXT1/EXTL2/HS3ST2/NDST3/HS3ST3B1/B3GALT6 8 KEGG hsa04918 Thyroid hormone synthesis 23/2327 75/8135 0.3878 0.7452 0.6224 CREB5/ADCY8/CREB3L4/CREB3L1/ATP1A2/ADCY1/GPX3/CREB3/ATP1A3/ATF4/ATF6B/GNAQ/GPX8/ATP1B2/HSPA5/PLCB2/ATP1A1/PRKCB/GPX1/ITPR2/GSR/ITPR1/CGA 23 KEGG hsa05214 Glioma 23/2327 75/8135 0.3878 0.7452 0.6224 MAPK3/CDK6/CAMK1D/AKT2/EGF/MAP2K1/SHC1/AKT3/PDGFRB/BAK1/SOS1/GADD45B/NRAS/IGF1R/GADD45G/CAMK2A/HRAS/PRKCB/BRAF/SHC2/CCND1/PLCG1/KRAS 23 KEGG hsa00240 Pyrimidine metabolism 18/2327 58/8135 0.3882 0.7452 0.6224 DCTD/UCK2/ENTPD4/ENTPD3/AK9/CTPS1/UCK1/CMPK1/UMPS/NME4/ENTPD1/NME1/CDA/CMPK2/CTPS2/DCTPP1/DPYD/TYMP 18 KEGG hsa04927 Cortisol synthesis and secretion 20/2327 65/8135 0.3944 0.7528 0.6287 NR0B1/CREB5/ADCY8/CREB3L4/CREB3L1/ADCY1/CREB3/AGTR1/ATF4/ATF6B/CACNA1C/KCNK2/NCEH1/GNAQ/CYP17A1/PLCB2/ITPR2/ITPR1/SP1/CACNA1F 20 KEGG hsa04924 Renin secretion 21/2327 69/8135 0.4122 0.7799 0.6513 PTGER4/PDE1C/PDE1A/AGTR1/CLCA1/CACNA1C/EDN1/GNAQ/KCNJ2/CLCA2/KCNMA1/PDE3A/PPP3CC/PLCB2/GNAI3/ITPR2/EDNRA/ITPR1/PDE1B/GNAI2/CACNA1F 21 KEGG hsa00061 Fatty acid biosynthesis 6/2327 18/8135 0.4133 0.7799 0.6513 ACACB/HSD17B8/ACSF3/CBR4/OXSM/ACSL6 6 KEGG hsa04670 Leukocyte transendothelial migration 34/2327 114/8135 0.4208 0.7897 0.6595 VAV3/ACTN1/MAPK12/ITGB1/MYL12B/MYL10/CLDN11/VASP/MAPK11/VCAM1/SIPA1/ARHGAP35/CLDN23/ITGA4/RAP1B/CLDN4/VCL/PTK2/MMP2/CDC42/ROCK1/THY1/CLDN1/GNAI3/PRKCB/RHOA/OCLN/CLDN15/PLCG1/NCF2/GNAI2/RAPGEF3/RAC2/CXCR4 34 KEGG hsa04380 Osteoclast differentiation 38/2327 128/8135 0.4255 0.7916 0.6611 GAB2/TNFRSF11B/MITF/MAPK3/ITGB3/PPARG/MAPK12/FHL2/FCGR2A/CTSK/IL1R1/TGFBR2/AKT2/SOCS3/MAP2K7/TAB1/CSF1/MAPK11/MAP2K1/IRF9/TRAF6/AKT3/STAT1/STAT2/MAP2K6/FOSL2/ACP5/IL1B/IL1A/PPP3CC/TGFBR1/JUNB/TNF/SYK/TNFRSF11A/TNFSF11/RELB/NCF2 38 KEGG hsa04936 Alcoholic liver disease 42/2327 142/8135 0.4295 0.7916 0.6611 NOX4/C2/PRKAG3/ADIPOR2/IL6/FOXO1/IL12A/MAPK12/LEF1/IRAK1/AKT2/ACACB/MAP2K7/TAB1/MAPK11/LPIN3/LY96/ALDH3A2/TRAF6/AKT3/PPARA/MAP2K6/PPARGC1A/ALDH1B1/LBP/LPIN1/TRADD/MLYCD/IL1B/FAS/TRAF3/PRKAB1/CXCL2/ADH7/TNF/MYD88/SREBF1/LPIN2/TRA2B/CCND1/IRF3/ACADM 42 KEGG hsa05030 Cocaine addiction 15/2327 49/8135 0.4305 0.7916 0.6611 BDNF/CREB5/CREB3L4/CREB3L1/CREB3/ATF4/ATF6B/GRIN2A/DRD2/SLC18A2/GRIN2D/GNAI3/GRM3/CDK5R1/GNAI2 15 KEGG hsa04514 Cell adhesion molecules 44/2327 149/8135 0.4313 0.7916 0.6611 NLGN1/CDH1/ITGB1/NLGN4X/ITGAV/NRCAM/ALCAM/CNTN1/CD276/SDC2/SELL/NCAM2/CLDN11/CD40/PVR/HLA-E/VCAN/VCAM1/SDC4/CADM1/CD274/HLA-G/CLDN23/ITGA4/HLA-DMA/CLDN4/CDH2/CADM3/CD226/NTNG1/ITGA6/NLGN3/ICAM2/CLDN1/MPZL1/ITGB7/ITGB8/OCLN/HLA-C/PTPRC/CLDN15/CD80/CD34/NCAM1 44 KEGG hsa05416 Viral myocarditis 18/2327 60/8135 0.4536 0.8257 0.6896 LAMA2/SGCA/ABL1/CD40/HLA-E/CXADR/HLA-G/DMD/HLA-DMA/CASP9/BID/LAMA1/ABL2/HLA-C/EIF4G1/CD80/CCND1/RAC2 18 KEGG hsa04392 Hippo signaling pathway - multiple species 9/2327 29/8135 0.4549 0.8257 0.6896 TEAD1/FRMD6/AJUBA/TEAD2/LIMD1/WTIP/FAT4/TEAD4/LATS1 9 KEGG hsa04940 Type I diabetes mellitus 13/2327 43/8135 0.4635 0.8369 0.6989 IL12A/HSPD1/HLA-E/CPE/HLA-G/HLA-DMA/PTPRN2/IL1B/FAS/IL1A/TNF/HLA-C/CD80 13 KEGG hsa00510 N-Glycan biosynthesis 15/2327 50/8135 0.4665 0.8376 0.6996 MAN1A1/ALG2/DPM1/B4GALT2/FUT8/MAN1C1/ALG12/MGAT4C/STT3A/MGAT4A/MAN2A2/ALG5/DAD1/DPAGT1/MOGS 15 KEGG hsa04910 Insulin signaling pathway 40/2327 137/8135 0.4711 0.8414 0.7028 PPP1R3E/PRKAG3/SORBS1/MAPK3/FOXO1/PCK2/RAPGEF1/INPP5A/PRKCZ/TSC2/AKT2/PHKA2/ACACB/SOCS3/EIF4EBP1/MAP2K1/PPP1R3B/PHKG1/SHC1/AKT3/TSC1/HKDC1/PPARGC1A/SOS1/INSR/NRAS/PRKAB1/EIF4E2/BAD/HRAS/MKNK2/FBP1/BRAF/SREBF1/SHC2/RHOQ/EIF4E/KRAS/SLC2A4/IRS2 40 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 8/2327 26/8135 0.4766 0.8423 0.7035 PIGQ/GPAA1/PIGT/MPPE1/GPLD1/PIGC/PIGH/PIGZ 8 KEGG hsa00790 Folate biosynthesis 8/2327 26/8135 0.4766 0.8423 0.7035 GCH1/SPR/AKR1C3/MOCOS/ALPL/PTS/PCBD1/TPH1 8 KEGG hsa04725 Cholinergic synapse 33/2327 113/8135 0.4794 0.8428 0.7039 GNB5/BCL2/CREB5/MAPK3/ADCY8/CREB3L4/CREB3L1/GNG7/ADCY1/CREB3/AKT2/KCNQ5/MAP2K1/ATF4/AKT3/GNG12/CACNA1C/GNB4/GNAQ/KCNJ2/NRAS/CAMK2A/PLCB2/HRAS/GNB1/GNAI3/PRKCB/ITPR2/ITPR1/GNB3/KRAS/GNAI2/CACNA1F 33 KEGG hsa04974 Protein digestion and absorption 30/2327 103/8135 0.4906 0.858 0.7166 SLC7A8/COL1A1/CPB1/SLC38A2/PRSS3/ATP1A2/SLC8A1/COL5A1/PRCP/COL13A1/COL8A1/ATP1A3/COL5A2/SLC1A5/COL7A1/COL16A1/ATP1B2/COL18A1/SLC7A7/SLC15A1/COL4A4/ATP1A1/COL5A3/COL25A1/SLC7A9/COL24A1/COL6A2/SLC16A10/COL1A2/COL12A1 30 KEGG hsa04145 Phagosome 44/2327 152/8135 0.4935 0.8585 0.717 ITGB3/ITGB1/RILP/FCGR2A/ITGAV/ATP6V1B2/ATP6V0A1/TCIRG1/ITGB5/ITGA2/SEC61B/HLA-E/THBS1/RAB5A/ATP6V1G3/TUBB2A/ATP6V1C1/HLA-G/HLA-DMA/MARCO/CD36/SEC61G/C1R/HGS/COLEC12/LAMP1/SEC61A1/ATP6V1A/EEA1/ITGA5/DYNC2H1/ATP6V0D1/CTSL/LAMP2/THBS4/MBL2/DYNC1LI2/HLA-C/ATP6V1F/DYNC1LI1/ATP6V0E2/NCF2/TFRC/ATP6V1E1 44 KEGG hsa05016 Huntington disease 88/2327 306/8135 0.4982 0.8621 0.72 BDNF/ATG13/CREB5/DNAH6/AMBRA1/PPARG/TBPL1/CREB3L4/CREB3L1/SDHA/DNAH7/CLTCL1/SLC25A4/DNAL4/GPX3/CREB3/PIK3R4/DNALI1/CLTB/PSMB7/MAP2K7/GRIA1/ATG2B/RB1CC1/ATG2A/PSMD12/DNAH9/TUBB2A/PSMA5/PPARGC1A/VDAC2/PSMD8/PSMA4/ATG14/GNAQ/POLR2G/PSMD7/PSMB5/AP2M1/CASP9/PSMB2/GPX8/PSMB1/PSMA7/WIPI1/ULK2/IFT57/NDUFA12/KLC4/ULK1/PSMA3/PSMD6/DCTN2/AP2S1/PSMD14/KIF5C/PLCB2/NRBF2/NDUFA5/VDAC1/CREBBP/PSMD11/GPX1/NDUFC1/WIPI2/HDAC2/HIP1/ERN1/PSMC1/UQCRH/ITPR1/GRIA3/POLR2E/NDUFV3/TGM2/PSMC3/KLC1/CLTC/PSMB4/DNAH1/SP1/PSMA2/COX7A2/AP2A1/NDUFB9/SDHB/SOD2/PSMD13 88 KEGG hsa04218 Cellular senescence 45/2327 156/8135 0.5039 0.8675 0.7245 MAPK3/IL6/FOXO1/MAPK12/TGFB3/CDK6/SLC25A4/TSC2/TGFBR2/AKT2/ZFP36L1/MAPK11/EIF4EBP1/MAP2K1/RBL2/HLA-E/MYC/TRPM7/AKT3/HLA-G/TSC1/RBBP4/MAP2K6/TRAF3IP2/VDAC2/CCNB3/RAD9A/GADD45B/NRAS/SERPINE1/IL1A/PPP3CC/GADD45G/TGFBR1/HRAS/VDAC1/HIPK2/ITPR2/CCND2/ITPR1/HLA-C/HIPK3/CCND1/KRAS/RRAS 45 KEGG hsa04920 Adipocytokine signaling pathway 20/2327 69/8135 0.5178 0.8868 0.7407 PRKAG3/ADIPOR2/PCK2/AKT2/STK11/ACACB/SOCS3/AKT3/PPARA/CD36/PPARGC1A/TRADD/PRKAB1/SLC2A1/TNF/RXRA/ACSL6/SLC2A4/IRS2/RXRG 20 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 8/2327 27/8135 0.5256 0.8957 0.7481 TECR/ELOVL3/ELOVL6/ELOVL1/ACOT7/HSD17B12/ELOVL5/SCP2 8 KEGG hsa05020 Prion disease 78/2327 273/8135 0.5285 0.8958 0.7482 CREB5/MAPK3/IL6/MAPK12/CREB3L4/CREB3L1/SDHA/SLC25A4/CREB3/HSPA2/NCAM2/PSMB7/HSPA1A/MAPK11/HSPA6/RYR2/PSMD12/HSPA1B/ATF4/ATF6B/TUBB2A/EIF2S1/PRNP/CACNA1C/C7/C8G/CASP12/GRIN2A/PSMA5/HSPA8/VDAC2/PSMD8/CSNK2A1/PSMA4/PSMD7/EIF2AK3/PSMB5/CASP9/PSMB2/PSMB1/PSMA7/IL1B/NDUFA12/GRIN2D/KLC4/IL1A/HSPA5/PPP3CC/PSMA3/PSMD6/BAD/PSMD14/KIF5C/LAMC1/NDUFA5/TNF/VDAC1/PSMD11/NDUFC1/ITPR2/PSMC1/UQCRH/ITPR1/NDUFV3/STIP1/PSMC3/KLC1/PSMB4/CSNK2A3/NCF2/NCAM1/PSMA2/RAC2/COX7A2/NDUFB9/SDHB/CACNA1F/PSMD13 78 KEGG hsa00983 Drug metabolism - other enzymes 23/2327 80/8135 0.5311 0.8958 0.7482 GUSB/GSTO1/UCK2/TPMT/UCK1/CMPK1/UMPS/NME4/GSTM4/NME1/GSTP1/GSTA1/CDA/MGST1/XDH/IMPDH1/HPRT1/MGST3/GSTM2/CYP2A7/IMPDH2/DPYD/TYMP 23 KEGG hsa03022 Basal transcription factors 13/2327 45/8135 0.5396 0.9042 0.7552 TBPL1/TAF8/MNAT1/TAF13/ERCC2/CCNH/GTF2H3/CDK7/TAF6/TAF3/TAF12/TAF2/TAF11 13 KEGG hsa04925 Aldosterone synthesis and secretion 28/2327 98/8135 0.5415 0.9042 0.7552 CREB5/ADCY8/CREB3L4/CREB3L1/ATP1A2/CAMK1D/ADCY1/CREB3/AGTR1/ATP1A3/ATF4/ATF6B/CACNA1C/NR4A2/PRKCE/PRKD1/GNAQ/ATF1/ATP1B2/CAMK2A/PLCB2/ATP1A1/DAGLB/PRKCB/ITPR2/ITPR1/ATP2B4/CACNA1F 28 KEGG hsa05171 Coronavirus disease - COVID-19 66/2327 232/8135 0.5467 0.9042 0.7552 C2/MAPK3/IL6/IL12A/MAPK12/FCGR2A/RPS27A/IRAK1/AGTR1/MAPK11/IRF9/RPL27/OAS1/CASP1/TRAF6/RPL24/STAT1/C7/C8G/STAT2/C1R/RPL22L1/CFD/RPL21/RPL6/RPL36/RPS12/RSL24D1/RPL26L1/C1S/IL1B/TRAF3/MX1/IL6R/RPS21/OAS2/TLR7/CFB/TNF/MYD88/PRKCB/MBL2/RPL17/IFIH1/MASP2/RPL32/ADAM17/RPS7/CCL2/TLR3/RPL22/SYK/RPS10/RPL35A/RPL11/RPS13/TLR8/VWF/FAU/RPL35/NRP1/PLCG1/RPL38/IRF3/RPL41/RPL23A 66 KEGG hsa04710 Circadian rhythm 9/2327 31/8135 0.5469 0.9042 0.7552 PRKAG3/NPAS2/CRY2/PER1/PER3/PRKAB1/CLOCK/NR1D1/ARNTL 9 KEGG hsa03250 Viral life cycle - HIV-1 18/2327 63/8135 0.5502 0.9053 0.756 MAP1B/VPS4B/BST2/FURIN/BICD1/CDK9/APOBEC3D/CHMP4B/HGS/RAN/MX1/MLLT3/CREBBP/APOBEC3C/MAP1A/ELL2/CXCR4/ELL 18 KEGG hsa05146 Amoebiasis 29/2327 102/8135 0.5533 0.9059 0.7566 COL1A1/LAMA2/ACTN1/IL6/IL12A/TGFB3/IL1R1/ADCY1/LAMB1/IL1R2/RAB5A/C8G/LAMA4/LAMA3/VCL/GNAQ/PTK2/LAMA1/IL1B/GNAL/CXCL2/PLCB2/LAMC1/TNF/COL4A4/PRKCB/LAMB4/FN1/COL1A2 29 KEGG hsa04270 Vascular smooth muscle contraction 38/2327 134/8135 0.5584 0.9066 0.7571 RAMP2/MAPK3/ADM2/ADCY8/PTGIR/MYL6B/ADCY1/AGTR1/MAP2K1/CACNA1C/EDN1/CALCRL/PRKCE/PLA2G4A/GNAQ/CALD1/ADORA2A/KCNMA1/ROCK1/PLCB2/PLA2G2A/PLA2G6/ADRA1D/PRKCB/BRAF/RHOA/ITPR2/EDNRA/MYLK3/ITPR1/MYL6/NPR2/GNA12/PLA2G4C/CALCA/RAMP1/ARHGEF11/CACNA1F 38 KEGG hsa00120 Primary bile acid biosynthesis 5/2327 17/8135 0.5618 0.9066 0.7571 HSD3B7/CYP27A1/ACOT8/CYP39A1/SCP2 5 KEGG hsa00910 Nitrogen metabolism 5/2327 17/8135 0.5618 0.9066 0.7571 GLUD2/CA13/CA2/CA12/GLUL 5 KEGG hsa04612 Antigen processing and presentation 22/2327 78/8135 0.5742 0.922 0.7701 TAPBP/HSP90AB1/HSPA2/HSPA1A/KLRD1/HSPA6/HLA-E/HSPA1B/HLA-G/HLA-DMA/HSPA8/PSME3/LGMN/HSPA5/CTSL/TNF/PSME2/B2M/RFXAP/HLA-C/NFYC/HSP90AA1 22 KEGG hsa04310 Wnt signaling pathway 47/2327 167/8135 0.5825 0.9309 0.7775 RSPO2/RSPO3/FZD6/ROR1/TLE1/FRZB/WNT9B/LEF1/LRP5/FZD1/ROR2/DKK1/DAAM1/PORCN/MYC/DVL2/PRICKLE2/FZD10/CSNK2A1/LGR4/LRP6/PPP3CC/FRAT1/CAMK2A/RYK/TLE4/PLCB2/CSNK1A1/CREBBP/ZNRF3/PRKCB/PPARD/INVS/RHOA/LGR5/WNT9A/CCND2/WNT5B/CTNNBIP1/RUVBL1/CSNK2A3/FZD8/APC2/CCND1/RAC2/CACYBP/CSNK1A1L 47 KEGG hsa01240 Biosynthesis of cofactors 43/2327 153/8135 0.5857 0.9315 0.7779 AK7/GUSB/KYNU/GCLM/MTHFD2/PSAT1/AK5/GCH1/NADK2/SHMT2/BCAT1/SPR/AK9/ALAD/MTHFD2L/HSD17B6/ADSL/ALDH3A2/AK2/CTPS1/MTHFD1L/CMPK1/UMPS/NME4/ALDH1B1/NMNAT2/NME1/AK8/VKORC1/COX10/PMM2/NMNAT3/CMPK2/ALPL/GCLC/CTPS2/AK4/PTS/AK1/PHOSPHO2/COQ5/OXSM/RDH13 43 KEGG hsa03320 PPAR signaling pathway 21/2327 75/8135 0.59 0.9315 0.7779 SORBS1/PPARG/CPT2/PCK2/CYP27A1/PLTP/NR1H3/PLIN2/PPARA/GK/CD36/ME3/APOA1/AQP7/APOA5/PPARD/SCP2/RXRA/ACSL6/RXRG/ACADM 21 KEGG hsa05164 Influenza A 48/2327 171/8135 0.5912 0.9315 0.7779 MAPK3/IL6/IL12A/PRSS3/CDK6/RAB11B/SLC25A4/AKT2/SOCS3/IRF7/NXT1/MAP2K1/IRF9/RSAD2/OAS1/CASP1/AKT3/STAT1/NXF1/EIF2S1/HLA-DMA/STAT2/BAK1/KPNA1/TRADD/CASP9/BID/IL1B/FAS/TRAF3/MX1/IL1A/OAS2/TLR7/TNF/VDAC1/MYD88/CREBBP/TMPRSS11D/PRKCB/IFIH1/RAB11A/CCL2/TNFRSF10B/TLR3/KPNA6/IL18/IRF3 48 KEGG hsa04024 cAMP signaling pathway 62/2327 221/8135 0.5985 0.9349 0.7808 BDNF/VAV3/CREB5/MAPK3/ADCY8/PLD1/GLI3/CREB3L4/ATP2A3/CREB3L1/ABCC4/ATP1A2/PDE4D/HCN2/SSTR1/ADCY1/CREB3/AKT2/SOX9/PDE4B/GRIA1/MAP2K1/F2R/HHIP/RYR2/ATP1A3/AKT3/PPARA/CACNA1C/EDN1/VIP/RAP1B/GRIN2A/PTCH1/GABBR2/ADORA2A/DRD2/ATP1B2/GRIN2D/PDE3A/ROCK1/CAMK2A/BAD/PLD2/CFTR/CREBBP/ATP1A1/GNAI3/BRAF/RHOA/PDE4A/EDNRA/GRIA3/CGA/OXTR/GNAI2/RAPGEF3/RAC2/ATP2B4/RRAS/HCAR1/CACNA1F 62 KEGG hsa00590 Arachidonic acid metabolism 17/2327 61/8135 0.599 0.9349 0.7808 PTGS2/TBXAS1/GPX3/CBR3/PTGES/AKR1C3/EPHX2/CYP2C8/PLA2G4A/GPX8/PTGDS/PLA2G2A/PTGIS/PLA2G6/GPX1/PLA2G4C/LTC4S 17 KEGG hsa00350 Tyrosine metabolism 10/2327 36/8135 0.6063 0.9376 0.783 TYR/DCT/GOT1/FAH/GSTZ1/LRTOMT/ADH7/GOT2/AOX1/ALDH3B1 10 KEGG hsa00760 Nicotinate and nicotinamide metabolism 10/2327 36/8135 0.6063 0.9376 0.783 BST1/SIRT3/NADK2/NMNAT2/NMRK1/PNP/SIRT2/NMNAT3/AOX1/SIRT4 10 KEGG hsa05014 Amyotrophic lateral sclerosis 102/2327 364/8135 0.6194 0.9509 0.7941 ATG13/RAB39B/BCL2/DNAH6/AMBRA1/MAPK12/PFN2/SDHA/DNAH7/DNAL4/XBP1/GPX3/SEH1L/PIK3R4/SPG11/DNALI1/PSMB7/MAPK11/NXT1/GRIA1/ATG2B/SEC13/RB1CC1/ATG2A/RAB5A/PSMD12/ATF6/ATF4/CASP1/DNAH9/TUBB2A/CCS/NXF1/EIF2S1/ERBB4/CASP12/GRIN2A/PSMA5/UBQLN1/MAP2K6/WDR41/PSMD8/PSMA4/ATG14/HNRNPA1L2/PSMD7/EIF2AK3/PSMB5/CASP9/PSMB2/GPX8/PSMB1/MAP1LC3A/PSMA7/BID/PFN1/WIPI1/ULK2/NDUFA12/GRIN2D/KLC4/HSPA5/PPP3CC/ULK1/PSMA3/PSMD6/BAD/DCTN2/PSMD14/KIF5C/SMCR8/ANG/NRBF2/NDUFA5/TNF/VDAC1/PSMD11/GPX1/NDUFC1/WIPI2/ALS2/TARDBP/ERN1/PSMC1/UQCRH/HDAC6/HNRNPA3/NDUFV3/BCL2L1/PSMC3/KLC1/PSMB4/DNAH1/MAP1LC3C/NCBP1/PSMA2/COX7A2/NDUFB9/SDHB/PSMD13/NRG1/ATXN2L 102 KEGG hsa00260 Glycine, serine and threonine metabolism 11/2327 40/8135 0.6206 0.9509 0.7941 CTH/PSAT1/CBS/SHMT2/PSPH/GCAT/GRHPR/CHDH/BPGM/PHGDH/SDS 11 KEGG hsa04934 Cushing syndrome 43/2327 155/8135 0.625 0.9531 0.796 CREB5/MAPK3/ADCY8/FZD6/CREB3L4/AIP/CREB3L1/WNT9B/CDK6/LEF1/ADCY1/CREB3/AGTR1/FZD1/MAP2K1/ATF4/DVL2/FH/ATF6B/CACNA1C/KCNK2/RAP1B/FZD10/NCEH1/ARNT/GNAQ/CYP17A1/RASD1/CAMK2A/PLCB2/GNAI3/BRAF/ITPR2/WNT9A/ITPR1/WNT5B/FZD8/APC2/CCND1/MEN1/SP1/GNAI2/CACNA1F 43 KEGG hsa03410 Base excision repair 9/2327 33/8135 0.6321 0.9543 0.797 TDG/PARP4/NEIL1/MUTYH/POLD2/NEIL2/PARP3/LIG3/POLL 9 KEGG hsa04130 SNARE interactions in vesicular transport 9/2327 33/8135 0.6321 0.9543 0.797 STX4/VTI1B/VAMP5/STX6/STX11/GOSR2/SNAP29/VAMP4/STX3 9 KEGG hsa00340 Histidine metabolism 6/2327 22/8135 0.6343 0.9543 0.797 HNMT/ALDH3A2/ALDH1B1/ASPA/FTCD/ALDH3B1 6 KEGG hsa05140 Leishmaniasis 21/2327 77/8135 0.6446 0.9618 0.8033 MAPK3/IL12A/PTGS2/MAPK12/ITGB1/FCGR2A/TGFB3/IRAK1/MARCKSL1/TAB1/MAPK11/TRAF6/STAT1/ITGA4/HLA-DMA/IL1B/IL1A/TNF/MYD88/PRKCB/NCF2 21 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 10/2327 37/8135 0.6451 0.9618 0.8033 MAPK3/ATP1A2/ATP1A3/NEDD4L/INSR/ATP1B2/SCNN1A/ATP1A1/PRKCB/KRAS 10 KEGG hsa04540 Gap junction 24/2327 88/8135 0.6488 0.9623 0.8037 TJP1/MAPK3/ADCY8/PDGFC/LPAR1/ADCY1/EGF/MAP2K1/TUBB2A/MAP2K5/PDGFRB/GNAQ/SOS1/NRAS/DRD2/PLCB2/HRAS/GNAI3/PRKCB/ITPR2/ITPR1/PDGFD/KRAS/GNAI2 24 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 19/2327 70/8135 0.6511 0.9623 0.8037 TJP1/MAPK12/ATP6V1B2/ATP6V0A1/TCIRG1/LYN/MAPK11/ATP6V1G3/ATP6V1C1/ATP6V1A/MET/CDC42/CXCL2/ATP6V0D1/ADAM17/ATP6V1F/ATP6V0E2/PLCG1/ATP6V1E1 19 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 4/2327 15/8135 0.6611 0.9727 0.8124 A4GALT/HEXA/HEXB/FUT1 4 KEGG hsa01210 2-Oxocarboxylic acid metabolism 5/2327 19/8135 0.6714 0.9736 0.8132 GPT2/BCAT1/GOT1/IDH3A/GOT2 5 KEGG hsa05166 Human T-cell leukemia virus 1 infection 61/2327 222/8135 0.6714 0.9736 0.8132 CREB5/MAPK3/IL6/ADCY8/TBPL1/CREB3L4/CREB3L1/TGFB3/STAT5A/SLC25A4/IL1R1/ADCY1/CREB3/TGFBR2/AKT2/CD40/IL1R2/VAC14/ZFP36/MAP2K1/HLA-E/MAP3K1/MYC/ATF4/ATF6B/AKT3/LTBR/TLN2/HLA-G/HLA-DMA/EGR2/MSX2/CRTC2/VDAC2/RAN/ANAPC10/DLG1/NRAS/SLC2A1/IL15RA/PPP3CC/TGFBR1/HRAS/TNF/VDAC1/CREBBP/CRTC3/RANBP3/CRTC1/STAT5B/B2M/MAP3K3/CCND2/ANAPC1/HLA-C/BCL2L1/RELB/NRP1/CCND1/KRAS/TLN1 61 KEGG hsa04727 GABAergic synapse 24/2327 89/8135 0.6731 0.9736 0.8132 GNB5/SLC38A1/SLC38A2/ADCY8/GNG7/TRAK2/ADCY1/SLC6A12/GNG12/CACNA1C/GABARAPL1/GNB4/SLC38A5/GABBR2/ABAT/GABRA4/GNB1/GNAI3/PRKCB/GABARAP/GLUL/GNB3/GNAI2/CACNA1F 24 KEGG hsa04921 Oxytocin signaling pathway 42/2327 154/8135 0.6734 0.9736 0.8132 PRKAG3/MAPK3/ADCY8/PTGS2/CACNA2D3/CAMK1D/MYL6B/ADCY1/CACNA2D4/MAP2K1/CACNA2D1/RYR2/MEF2C/MAP2K5/CACNA1C/PLA2G4A/GNAQ/KCNJ2/EEF2K/NRAS/PRKAB1/ROCK1/PPP3CC/CAMK2A/PLCB2/HRAS/RGS2/GNAI3/PRKCB/RHOA/ITPR2/MYLK3/ITPR1/MYL6/NPR2/OXTR/CCND1/PLA2G4C/KRAS/GNAI2/CACNA1F/CACNB1 42 KEGG hsa03040 Spliceosome 40/2327 147/8135 0.677 0.9746 0.814 SLU7/HSPA2/HSPA1A/HSPA6/HSPA1B/XAB2/SNRPD3/SNRPF/HSPA8/HNRNPA1L2/BCAS2/PLRG1/SNRPB2/CRNKL1/TXNL4A/ACIN1/PRPF40B/SF3B1/THOC3/SNRPD1/RBM25/SRSF9/NCBP2L/SNRPE/SF3A3/PHF5A/SNRPD2/MAGOH/SYF2/SRSF1/HNRNPA3/TRA2B/SNRPC/RNU6-1/NCBP1/RNU4-1/CHERP/SF3B4/SNRPA1/BUD31 40 KEGG hsa05170 Human immunodeficiency virus 1 infection 58/2327 212/8135 0.6829 0.9789 0.8175 GNB5/BCL2/MAPK3/BST2/MAPK12/GNG7/TAPBP/IRAK1/AKT2/WEE1/MAP2K7/TAB1/MAPK11/MAP2K1/HLA-E/APOBEC3D/TRAF6/AKT3/GNG12/CUL4A/HLA-G/GNB4/MAP2K6/GNAQ/BAK1/TRADD/CCNB3/CASP9/PTK2/BID/FAS/NRAS/PPP3CC/BAD/HRAS/TNF/MYD88/RNF7/GNB1/GNAI3/PRKCB/APOBEC3C/ITPR2/B2M/ITPR1/CUL5/HLA-C/BCL2L1/TRAF5/PAK2/PLCG1/GNB3/KRAS/GNAI2/RAC2/CXCR4/IRF3/AP1M1 58 KEGG hsa00380 Tryptophan metabolism 11/2327 42/8135 0.6912 0.9824 0.8205 KYNU/DHTKD1/CYP1B1/ALDH3A2/HADHA/INMT/ALDH1B1/ACAT1/AOX1/AANAT/TPH1 11 KEGG hsa05332 Graft-versus-host disease 11/2327 42/8135 0.6912 0.9824 0.8205 IL6/KLRD1/HLA-E/HLA-G/HLA-DMA/IL1B/FAS/IL1A/TNF/HLA-C/CD80 11 KEGG hsa03018 RNA degradation 21/2327 79/8135 0.6955 0.9827 0.8207 HSPA9/HSPD1/DCP1B/EXOSC6/TOB1/PABPC5/XRN2/PABPC1L/CNOT4/ZCCHC7/PAN2/WDR61/XRN1/ENO4/MPHOSPH6/CNOT8/CNOT6L/ENO2/EXOSC1/ENO1/LSM1 21 KEGG hsa00052 Galactose metabolism 8/2327 31/8135 0.6995 0.9827 0.8207 GALM/B4GALT2/GAA/HKDC1/PGM1/GALT/GLB1/PGM2 8 KEGG hsa04930 Type II diabetes mellitus 12/2327 46/8135 0.7003 0.9827 0.8207 MAPK3/PRKCZ/SOCS3/KCNJ11/CACNA1C/PRKCE/HKDC1/INSR/TNF/CACNA1E/SLC2A4/IRS2 12 KEGG hsa04062 Chemokine signaling pathway 52/2327 192/8135 0.7071 0.9882 0.8253 GNB5/CCR1/ARRB1/VAV3/MAPK3/ADCY8/CCR3/HCK/GNG7/PRKCZ/ADCY1/AKT2/LYN/MAP2K1/SHC1/AKT3/STAT1/GNG12/DOCK2/XCR1/RAP1B/GNB4/STAT2/GNAQ/SOS1/PTK2/ARRB2/NRAS/CDC42/CXCL2/ROCK1/BAD/PLCB2/HRAS/GNB1/GNAI3/PRKCB/BRAF/SHC2/CCL20/STAT5B/RHOA/CCL26/CCL2/CCR7/PLCG1/GNB3/ELMO1/KRAS/GNAI2/RAC2/CXCR4 52 KEGG hsa04971 Gastric acid secretion 20/2327 76/8135 0.7118 0.9905 0.8273 ADCY8/ATP1A2/KCNJ15/ADCY1/ATP1A3/KCNK2/GNAQ/KCNJ2/ATP1B2/CA2/CAMK2A/PLCB2/CFTR/ATP1A1/GNAI3/PRKCB/ITPR2/MYLK3/ITPR1/GNAI2 20 KEGG hsa05142 Chagas disease 27/2327 102/8135 0.719 0.9964 0.8322 MAPK3/IL6/IL12A/MAPK12/TGFB3/ADCY1/IRAK1/TGFBR2/AKT2/MAPK11/TRAF6/AKT3/GNAQ/IL1B/GNAL/FAS/SERPINE1/PPP2R2C/TGFBR1/PLCB2/PPP2R1A/TNF/MYD88/BDKRB2/GNAI3/CCL2/GNAI2 27 KEGG hsa05203 Viral carcinogenesis 55/2327 204/8135 0.725 1 0.8352 ACTN1/CREB5/MAPK3/CCR3/GSN/TBPL1/CREB3L4/CREB3L1/HDAC4/CDK6/STAT5A/CREB3/YWHAB/IRF7/VAC14/LYN/DNAJA3/HPN/RBL2/HLA-E/IRF9/ATF4/ATF6B/LTBR/HLA-G/EGR2/CHD4/HDAC5/BAK1/TRADD/GTF2H3/DLG1/TRAF3/NRAS/USP7/CDC42/BAD/ATP6V0D1/HRAS/CREBBP/SP100/YWHAZ/STAT5B/RHOA/UBR4/HDAC2/PSMC1/CCND2/HDAC6/SYK/HLA-C/TRAF5/CCND1/KRAS/IRF3 55 KEGG hsa04973 Carbohydrate digestion and absorption 12/2327 47/8135 0.7306 1 0.8352 ATP1A2/SLC37A4/AKT2/SLC2A5/ATP1A3/AKT3/HKDC1/ATP1B2/AMY2B/PLCB2/ATP1A1/PRKCB 12 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 38/2327 143/8135 0.7349 1 0.8352 MAPK3/FZD6/FGF2/MAPK12/ACVR2B/WNT9B/AKT2/PCGF1/PCGF5/FZD1/INHBE/ACVR1/MAPK11/ID3/MAP2K1/MYC/DVL2/AKT3/ID4/FZD10/NRAS/IGF1R/LIF/HRAS/FGFR4/INHBA/ESRRB/WNT9A/NODAL/INHBB/WNT5B/FGFR2/FZD8/APC2/POU5F1B/SMAD9/KRAS/SMAD1 38 KEGG hsa04913 Ovarian steroidogenesis 13/2327 51/8135 0.7375 1 0.8352 ADCY8/PTGS2/ADCY1/HSD17B7/CYP1B1/AKR1C3/BMP6/PLA2G4A/CYP17A1/INSR/IGF1R/CGA/PLA2G4C 13 KEGG hsa04726 Serotonergic synapse 30/2327 115/8135 0.7575 1 0.8352 GNB5/MAPK3/PTGS2/GNG7/MAP2K1/GNG12/CACNA1C/GNB4/CYP2C8/PLA2G4A/GNAQ/NRAS/SLC18A2/KCND2/PLCB2/HRAS/GNB1/GNAI3/PRKCB/BRAF/HTR3E/ITPR2/ITPR1/TPH1/GNB3/PLA2G4C/KRAS/GNAI2/RAPGEF3/CACNA1F 30 KEGG hsa04625 C-type lectin receptor signaling pathway 27/2327 104/8135 0.7586 1 0.8352 MAPK3/IL6/IL12A/PTGS2/MAPK12/AKT2/MAPK11/IRF9/CASP1/AKT3/STAT1/EGR2/STAT2/IL23A/LSP1/IL1B/NRAS/PPP3CC/HRAS/TNF/RHOA/ITPR2/ITPR1/SYK/RELB/KRAS/RRAS 27 KEGG hsa00770 Pantothenate and CoA biosynthesis 5/2327 21/8135 0.7612 1 0.8352 BCAT1/ALDH3A2/ALDH1B1/CSAD/DPYD 5 KEGG hsa03450 Non-homologous end-joining 3/2327 13/8135 0.7657 1 0.8352 POLM/XRCC6/POLL 3 KEGG hsa04713 Circadian entrainment 25/2327 97/8135 0.7662 1 0.8352 GNB5/MAPK3/ADCY8/GNG7/ADCY1/GRIA1/RYR2/GNG12/CACNA1C/GNB4/GRIN2A/PER1/GNAQ/PER3/RASD1/GRIN2D/CAMK2A/PLCB2/GNB1/GNAI3/PRKCB/ITPR1/GRIA3/GNB3/GNAI2 25 KEGG hsa04911 Insulin secretion 22/2327 86/8135 0.7691 1 0.8352 CREB5/ADCY8/CREB3L4/CREB3L1/ATP1A2/ADCY1/CREB3/RYR2/ATP1A3/ATF4/ATF6B/KCNJ11/CACNA1C/GNAQ/ATP1B2/KCNMA1/SLC2A1/CAMK2A/PLCB2/ATP1A1/PRKCB/CACNA1F 22 KEGG hsa04978 Mineral absorption 15/2327 60/8135 0.7748 1 0.8352 SLC31A1/ATP1A2/SLC8A1/ATP1A3/TRPM7/STEAP2/CYBRD1/ATP1B2/SLC40A1/MT1G/SLC11A2/HMOX2/ATP1A1/FTH1/ATP2B4 15 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 25/2327 98/8135 0.7848 1 0.8352 PTGER4/ADCY8/NGF/MAPK12/IL1R1/ADCY1/MAPK11/ASIC3/IL1RAP/PRKCE/MAP2K6/PLA2G4A/GNAQ/F2RL1/IL1B/CAMK2A/PLCB2/BDKRB2/PLA2G6/PRKCB/TRPV1/ITPR2/ITPR1/PLCG1/PLA2G4C 25 KEGG hsa04260 Cardiac muscle contraction 22/2327 87/8135 0.7886 1 0.8352 ATP2A3/CACNA2D3/ATP1A2/SLC9A7/SLC8A1/CACNA2D4/CACNA2D1/RYR2/ATP1A3/CACNA1C/TPM1/SLC9A6/ATP1B2/TNNC1/ATP1A1/TPM2/CASQ2/UQCRH/COX7A2/MYL3/CACNA1F/CACNB1 22 KEGG hsa05032 Morphine addiction 23/2327 91/8135 0.7934 1 0.8352 GNB5/ARRB1/PDE7A/ADCY8/PDE1C/GNG7/PDE4D/PDE1A/ADCY1/PDE4B/GNG12/GNB4/GABBR2/ARRB2/PDE3A/GABRA4/GNB1/GNAI3/PRKCB/PDE4A/GNB3/PDE1B/GNAI2 23 KEGG hsa05152 Tuberculosis 47/2327 180/8135 0.7963 1 0.8352 BCL2/MAPK3/IL6/IL12A/MAPK12/FCGR2A/HSPA9/TGFB3/ATP6V0A1/TCIRG1/IRAK1/CEBPB/HSPD1/AKT2/CEBPG/MAPK11/RAB5A/TRAF6/AKT3/STAT1/TLR1/HLA-DMA/LBP/IL23A/TRADD/CASP9/LAMP1/LSP1/BID/IL1B/EEA1/IL1A/PPP3CC/CAMK2A/BAD/RIPK2/ATP6V0D1/CYP27B1/TNF/MYD88/CREBBP/LAMP2/RHOA/SYK/RFXAP/IL18/NFYC 47 KEGG hsa00030 Pentose phosphate pathway 7/2327 30/8135 0.7977 1 0.8352 TALDO1/RPE/PGM1/FBP1/H6PD/ALDOC/PGM2 7 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 7/2327 30/8135 0.7977 1 0.8352 ACSS1/SHMT2/ACAT1/GRHPR/HOGA1/PCCA/GLUL 7 KEGG hsa00220 Arginine biosynthesis 5/2327 22/8135 0.7985 1 0.8352 GPT2/GLUD2/GOT1/GOT2/GLUL 5 KEGG hsa00900 Terpenoid backbone biosynthesis 5/2327 22/8135 0.7985 1 0.8352 ACAT1/FNTB/DHDDS/PCYOX1/PDSS1 5 KEGG hsa05330 Allograft rejection 9/2327 38/8135 0.801 1 0.8352 IL12A/CD40/HLA-E/HLA-G/HLA-DMA/FAS/TNF/HLA-C/CD80 9 KEGG hsa04630 JAK-STAT signaling pathway 42/2327 162/8135 0.8014 1 0.8352 BCL2/IL6/IL12A/IL27RA/STAM/IL22RA1/PIM1/STAT5A/IL7/AKT2/FHL1/EGF/SOCS3/SOCS5/IRF9/MYC/AKT3/STAT1/IL20RB/STAT6/PDGFRB/STAT2/IL23A/SOS1/IL11RA/IL11/IL15RA/IL6R/LIF/HRAS/CREBBP/STAT4/CSF2RB/STAT5B/AOX1/CCND2/PRL/IL20RA/BCL2L1/IL12RB1/CCND1/THPO 42 KEGG hsa05321 Inflammatory bowel disease 16/2327 65/8135 0.8015 1 0.8352 IL6/IL12A/TGFB3/TLR5/MAF/STAT1/STAT6/HLA-DMA/IL23A/IL1B/IL1A/TNF/STAT4/IL18R1/IL12RB1/IL18 16 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 17/2327 69/8135 0.8054 1 0.8352 GSTO1/PTGS2/AKR1C2/HSD11B1L/CYP1B1/CYP3A43/SULT1A1/CYP2C8/EPHX1/GSTM4/GSTK1/GSTP1/GSTA1/MGST1/MGST3/GSTM2/CYP2A7 17 KEGG hsa04932 Non-alcoholic fatty liver disease 40/2327 155/8135 0.8065 1 0.8352 PRKAG3/ADIPOR2/IL6/PPARG/MAPK12/BCL2L11/SDHA/XBP1/AKT2/SOCS3/MAPK11/NR1H3/ATF4/AKT3/EIF2S1/PPARA/MLXIP/EIF2AK3/INSR/BID/IL1B/FAS/NDUFA12/PRKAB1/CDC42/IL6R/IL1A/NDUFA5/TNF/SREBF1/NDUFC1/RXRA/ERN1/UQCRH/NDUFV3/ITCH/COX7A2/NDUFB9/SDHB/IRS2 40 KEGG hsa05012 Parkinson disease 70/2327 266/8135 0.8179 1 0.8352 UBE2J1/SDHA/RPS27A/SLC25A4/XBP1/PSMB7/SLC39A1/PSMD12/ATF6/ATF4/TUBB2A/KEAP1/EIF2S1/PSMA5/VDAC2/PSMD8/SLC39A2/PSMA4/UBE2G2/PSMD7/EIF2AK3/PSMB5/CASP9/SLC39A7/PSMB2/PSMB1/PSMA7/UCHL1/GNAL/NDUFA12/ADORA2A/DRD2/SLC18A2/PARK7/MAPT/KLC4/HSPA5/PSMA3/PSMD6/CAMK2A/PSMD14/KIF5C/NDUFA5/VDAC1/SLC11A2/PSMD11/GNAI3/NDUFC1/UBA7/ITPR2/ERN1/PSMC1/UQCRH/ITPR1/NDUFV3/BCL2L1/PSMC3/KLC1/PSMB4/SLC39A8/PLCG1/PSMA2/GNAI2/UBE2L3/COX7A2/LRRK2/TXN/NDUFB9/SDHB/PSMD13 70 KEGG hsa03013 Nucleocytoplasmic transport 27/2327 108/8135 0.8264 1 0.8352 XPOT/TNPO1/SEH1L/XPO5/NXT1/SEC13/RANBP17/THOC7/NXF1/KPNA3/IPO5/XPO6/KPNA1/RAN/SUMO1/ACIN1/KPNB1/THOC3/THOC6/KPNA4/NCBP2L/PNN/IPO7/MAGOH/UPF3A/KPNA6/NCBP1 27 KEGG hsa04659 Th17 cell differentiation 27/2327 108/8135 0.8264 1 0.8352 MAPK3/IL6/IL27RA/MAPK12/STAT5A/HSP90AB1/IL1R1/TGFBR2/MAPK11/IL1RAP/STAT1/STAT6/HLA-DMA/IL23A/IL1B/IL6R/PPP3CC/RUNX1/TGFBR1/IRF4/STAT5B/RXRA/RARA/IL12RB1/PLCG1/RXRG/HSP90AA1 27 KEGG hsa03420 Nucleotide excision repair 11/2327 47/8135 0.8293 1 0.8352 ERCC6/MNAT1/ERCC2/CUL4A/CCNH/GTF2H3/CDK7/RAD23B/POLD2/ERCC1/RPA4 11 KEGG hsa04614 Renin-angiotensin system 5/2327 23/8135 0.8311 1 0.8352 CTSA/PRCP/AGTR1/LNPEP/NLN 5 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 19/2327 78/8135 0.8311 1 0.8352 AKR1C1/GSTO1/AKR7A2/HSD11B1L/DHDH/AKR7A3/CBR3/CYP1B1/EPHX1/GSTM4/GSTK1/GSTP1/GSTA1/MGST1/ADH7/MGST3/GSTM2/CYP2A7/ALDH3B1 19 KEGG hsa04662 B cell receptor signaling pathway 20/2327 82/8135 0.8342 1 0.8352 VAV3/MAPK3/IFITM1/AKT2/CD72/LYN/MAP2K1/AKT3/SOS1/RASGRP3/NRAS/PPP3CC/HRAS/PRKCB/CD81/SYK/CD19/KRAS/RAC2/INPP5D 20 KEGG hsa04623 Cytosolic DNA-sensing pathway 15/2327 63/8135 0.8378 1 0.8352 IL6/POLR3D/POLR3G/POLR3B/IRF7/CASP1/POLR3K/POLR3F/POLR3H/IL1B/POLR3E/POLR1C/POLR2E/IL18/IRF3 15 KEGG hsa04657 IL-17 signaling pathway 23/2327 94/8135 0.8433 1 0.8352 MAPK3/IL6/PTGS2/MAPK12/HSP90AB1/TNFAIP3/CEBPB/MAPK11/TRAF6/TRAF3IP2/TRAF4/USP25/TRADD/IL1B/TRAF3/CXCL2/TNF/CCL20/IL17B/CCL2/SRSF1/TRAF5/HSP90AA1 23 KEGG hsa04923 Regulation of lipolysis in adipocytes 13/2327 56/8135 0.8524 1 0.8352 ADCY8/PTGS2/ADCY1/AKT2/ABHD5/PNPLA2/AKT3/INSR/AQP7/GNAI3/CGA/GNAI2/IRS2 13 KEGG hsa04217 Necroptosis 40/2327 159/8135 0.8559 1 0.8352 VPS4B/BCL2/STAT5A/HSP90AB1/SLC25A4/TNFAIP3/GLUD2/CHMP1B/BIRC3/IRF9/TRPM7/CASP1/STAT1/STAT6/AIFM1/CHMP4B/STAT2/PLA2G4A/VDAC2/TRADD/BID/DNM1L/IL1B/FAS/IL1A/CAMK2A/USP21/TNF/VDAC1/STAT4/FTH1/BIRC2/GLUL/STAT5B/TNFRSF10B/TLR3/TRAF5/CHMP7/PLA2G4C/HSP90AA1 40 KEGG hsa00982 Drug metabolism - cytochrome P450 17/2327 72/8135 0.8591 1 0.8352 FMO5/GSTO1/FMO4/CYP2C8/FMO3/GSTM4/GSTK1/GSTP1/GSTA1/MGST1/ADH7/AOX1/MGST3/GSTM2/FMO2/CYP2A7/ALDH3B1 17 KEGG hsa04640 Hematopoietic cell lineage 24/2327 99/8135 0.8602 1 0.8352 IL6/ITGB3/IL7/IL1R1/IL1R2/ITGA2/CSF1/ITGA4/HLA-DMA/CD36/KITLG/IL1B/IL11RA/IL11/ITGA5/IL6R/IL1A/CD37/ITGA6/TNF/CD34/CD19/THPO/TFRC 24 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 2/2327 11/8135 0.8673 1 0.8352 VKORC1/COQ5 2 KEGG hsa05150 Staphylococcus aureus infection 23/2327 96/8135 0.8712 1 0.8352 CFI/C2/KRT33B/KRT34/FCGR2A/KRT19/KRT23/HLA-DMA/C1R/CFD/DEFB1/KRT18/C1S/FPR3/KRT16/CFB/KRT15/MBL2/MASP2/KRT38/KRT14/KRT27/KRT24 23 KEGG hsa05031 Amphetamine addiction 16/2327 69/8135 0.8729 1 0.8352 CREB5/CREB3L4/CREB3L1/CREB3/GRIA1/ATF4/ATF6B/CACNA1C/GRIN2A/SLC18A2/GRIN2D/PPP3CC/CAMK2A/PRKCB/HDAC2/GRIA3 16 KEGG hsa00360 Phenylalanine metabolism 3/2327 16/8135 0.8787 1 0.8352 GOT1/GOT2/ALDH3B1 3 KEGG hsa03015 mRNA surveillance pathway 23/2327 97/8135 0.8837 1 0.8352 MSI2/PELO/NXT1/ETF1/SSU72/PABPC5/PABPC1L/NXF1/PPP2R3A/CSTF3/PAPOLG/ACIN1/PPP2R2C/FIP1L1/PPP2R1A/NCBP2L/PNN/MAGOH/UPF3A/TARDBP/PPP2R5D/NCBP1/SMG1 23 KEGG hsa05168 Herpes simplex virus 1 infection 130/2327 495/8135 0.8934 1 0.8352 BCL2/IL6/IL12A/BST2/ITGB3/ZFP14/ZNF429/ZNF214/TAPBP/ZNF19/ZNF688/TSC2/ZNF223/IRAK1/AKT2/ZNF605/SOCS3/ZNF585A/IRF7/ZNF460/ZNF425/ZNF211/ZNF773/TAB1/EIF4EBP1/BIRC3/POU2F1/HLA-E/IRF9/ZNF84/ZNF98/OAS1/ZNF836/ZNF419/ZNF620/TRAF6/AKT3/STAT1/NXF1/EIF2S1/ZNF3/ZNF253/HLA-G/HLA-DMA/ZNF182/TSC1/ZNF713/ZNF506/ZNF354C/STAT2/TNFRSF14/ZNF546/ZNF891/ZNF350/ZNF33B/ZNF727/BAK1/EIF2AK3/ZFP69B/TRADD/CASP9/ZNF540/ZNF585B/BID/ZNF785/ZNF558/IL1B/SRPK1/FAS/ZNF212/ZNF845/ZNF331/ZNF606/ITGA5/ZNF619/TRAF3/ZNF737/ZNF141/ZNF436/EIF2B3/ZNF577/ZNF160/ZNF300/ZNF615/ZNF354B/OAS2/ZNF600/BAD/ZNF841/SRSF9/TNF/MYD88/ZNF25/SP100/BIRC2/ZNF596/IFIH1/EIF2AK4/ZNF99/ZNF227/ZNF254/ZNF599/B2M/ZNF415/CCL2/TLR3/SRSF1/POU2F3/SYK/HLA-C/BCL2L1/ZNF555/EIF2B2/ZNF267/ZNF234/ZNF846/ZNF624/TRAF5/ZNF275/ZNF83/ZNF316/ZNF778/ZNF548/ZNF10/ZNF132/IRF3/ZNF510/ZNF860/ZNF343/ZNF517 130 KEGG hsa00071 Fatty acid degradation 9/2327 43/8135 0.9042 1 0.8352 ACADS/CPT2/ALDH3A2/HADHA/ALDH1B1/ACAT1/ADH7/ACSL6/ACADM 9 KEGG hsa04975 Fat digestion and absorption 9/2327 43/8135 0.9042 1 0.8352 ABCA1/CD36/DGAT1/ACAT1/APOB/APOA1/CEL/PLA2G2A/GOT2 9 KEGG hsa04650 Natural killer cell mediated cytotoxicity 31/2327 131/8135 0.915 1 0.8352 VAV3/MAPK3/RAET1G/ULBP2/ULBP1/KLRD1/MAP2K1/HLA-E/SHC1/HLA-G/RAET1E/SOS1/BID/FAS/NRAS/PPP3CC/HRAS/TNF/ICAM2/PRKCB/BRAF/SHC2/KLRK1/TNFRSF10B/SYK/HLA-C/ULBP3/PLCG1/KRAS/RAC2/SH3BP2 31 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 23/2327 100/8135 0.9154 1 0.8352 CCR1/IL6/CCR3/IL22RA1/CSF1/ACKR3/LTBR/IL20RB/XCR1/TNFRSF14/TNFRSF10D/CXCL2/IL6R/TNF/CCL20/IL18R1/CCL26/CCL2/TNFRSF10B/IL20RA/CCR7/IL18/CXCR4 23 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 5/2327 27/8135 0.921 1 0.8352 B4GALT2/A4GALT/B4GALT4/B3GALT2/FUT1 5 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 20/2327 89/8135 0.9228 1 0.8352 MAPK3/MAPK12/AKT2/EGF/MAPK11/MAP2K1/TRAF6/AKT3/STAT1/CD274/MAP2K6/CSNK2A1/NRAS/PPP3CC/HRAS/MYD88/MAP3K3/CSNK2A3/PLCG1/KRAS 20 KEGG hsa00140 Steroid hormone biosynthesis 13/2327 61/8135 0.9239 1 0.8352 AKR1C1/AKR1C2/HSD17B7/HSD11B1L/STS/CYP1B1/HSD17B6/AKR1C3/LRTOMT/HSD17B8/CYP17A1/HSD17B12/SRD5A1 13 KEGG hsa00500 Starch and sucrose metabolism 7/2327 36/8135 0.9247 1 0.8352 GAA/HKDC1/PGM2L1/PGM1/AGL/AMY2B/PGM2 7 KEGG hsa04672 Intestinal immune network for IgA production 10/2327 49/8135 0.9281 1 0.8352 IL6/CD40/TNFSF13/LTBR/ITGA4/HLA-DMA/IL15RA/ITGB7/CD80/CXCR4 10 KEGG hsa03430 Mismatch repair 4/2327 23/8135 0.9293 1 0.8352 MLH3/POLD2/RPA4/PMS2 4 KEGG hsa04914 Progesterone-mediated oocyte maturation 23/2327 102/8135 0.9323 1 0.8352 MAPK3/ADCY8/CPEB1/MAPK12/HSP90AB1/ADCY1/AKT2/MAPK11/MAP2K1/RPS6KA3/PGR/AKT3/CCNB3/ANAPC10/IGF1R/GNAI3/BRAF/ANAPC1/RPS6KA1/KRAS/GNAI2/CDC25B/HSP90AA1 23 KEGG hsa04622 RIG-I-like receptor signaling pathway 15/2327 70/8135 0.9323 1 0.8352 IL12A/MAPK12/IRF7/SIKE1/MAPK11/MAP3K1/TRAF6/TRADD/TBKBP1/TRAF3/TNF/IFIH1/ATG12/DHX58/IRF3 15 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 54/2327 223/8135 0.9408 1 0.8352 NOX4/MAPK3/AKR1C1/PLD1/GSTO1/MAPK12/VEGFA/SDHA/AKR1C2/SLC25A4/AKT2/EGF/ABL1/MAP2K7/MAPK11/MAP2K1/CYP1B1/PTPRJ/AKT3/KEAP1/AKR1C3/EPHX2/EPHX1/PRKD1/VDAC2/ARNT/SOS1/PTK2/GSTM4/NDUFA12/GSTA1/NRAS/MET/BAD/PLD2/HRAS/MGST1/NDUFA5/VDAC1/ACP1/BRAF/NDUFC1/UQCRH/ABL2/NDUFV3/MGST3/HGF/GSTM2/KRAS/NCF2/COX7A2/NDUFB9/SDHB/SOD2 54 KEGG hsa00051 Fructose and mannose metabolism 6/2327 33/8135 0.9417 1 0.8352 PFKFB2/HKDC1/PMM2/FBP1/ENOSF1/ALDOC 6 KEGG hsa04060 Cytokine-cytokine receptor interaction 73/2327 295/8135 0.9422 1 0.8352 CCR1/TNFRSF11B/IL1RL2/IL6/IL12A/NGF/IL27RA/CCR3/TNFSF15/TGFB3/ACVR2B/IL22RA1/IL7/IL1R1/IL16/TGFBR2/CLCF1/CD40/IL1R2/INHBE/GDF5/ACVR1/EDA/CSF1/BMP2/IL1RAP/ACKR3/TNFSF13/LTBR/IL20RB/XCR1/IL31RA/BMP6/TNFRSF14/IL23A/IL1B/IL11RA/FAS/IL11/TNFRSF10D/IL15RA/CXCL2/IL6R/IL1A/LIF/TGFBR1/TNF/TNFSF9/CSF2RB/CCL20/IL17B/TNFRSF21/INHBA/IL18R1/CCL26/CCL2/NODAL/TNFRSF10B/TNFRSF9/TNFRSF11A/TNFSF11/PRL/INHBB/IL20RA/IL26/IL32/IL12RB1/CCR7/IL18/CXCR4/TNFRSF12A/THPO/IL36RN 73 KEGG hsa04658 Th1 and Th2 cell differentiation 20/2327 92/8135 0.9464 1 0.8352 MAPK3/IL12A/MAPK12/STAT5A/MAPK11/MAF/STAT1/STAT6/HLA-DMA/JAG1/MAML1/NOTCH2/MAML3/PPP3CC/MAML2/STAT4/STAT5B/DLL3/IL12RB1/PLCG1 20 KEGG hsa00591 Linoleic acid metabolism 5/2327 29/8135 0.9475 1 0.8352 CYP2C8/PLA2G4A/PLA2G2A/PLA2G6/PLA2G4C 5 KEGG hsa04970 Salivary secretion 20/2327 93/8135 0.9527 1 0.8352 BST1/ADCY8/ATP1A2/ADCY1/DMBT1/ATP1A3/GNAQ/ATP1B2/KCNMA1/AMY2B/PLCB2/ATP1A1/ADRA1D/PRKCB/ITPR2/CST2/AQP5/ITPR1/LYZL1/ATP2B4 20 KEGG hsa00592 alpha-Linolenic acid metabolism 4/2327 25/8135 0.9547 1 0.8352 PLA2G4A/PLA2G2A/PLA2G6/PLA2G4C 4 KEGG hsa03010 Ribosome 36/2327 158/8135 0.9601 1 0.8352 RPS27A/MRPL3/RPL27/RPL24/RPL22L1/RPL21/RPL6/MRPL21/RPL36/MRPL14/RPS12/RSL24D1/MRPL19/RPL26L1/MRPS6/MRPL24/RPS21/MRPL17/MRPL36/MRPL15/MRPL13/RPL17/RPL32/RPS7/RPL22/RPS10/RPL35A/MRPL18/RPL11/RPS13/FAU/RPL35/RPL38/MRPL27/RPL41/RPL23A 36 KEGG hsa04660 T cell receptor signaling pathway 22/2327 104/8135 0.9673 1 0.8352 VAV3/MAPK3/MAPK12/AKT2/MAP2K7/MAPK11/MAP2K1/MAP3K8/AKT3/SOS1/DLG1/NRAS/CDC42/PPP3CC/HRAS/TNF/RHOA/NCK2/PTPRC/PAK2/PLCG1/KRAS 22 KEGG hsa04976 Bile secretion 18/2327 89/8135 0.9731 1 0.8352 ADCY8/ABCC4/ATP1A2/AQP9/ADCY1/ATP1A3/EPHX1/NCEH1/ATP1B2/SLC2A1/CA2/SLC4A4/CFTR/ABCC2/ATP1A1/RXRA/SCTR/ABCB11 18 KEGG hsa04742 Taste transduction 17/2327 86/8135 0.9773 1 0.8352 ADCY8/PDE1C/PDE1A/SCN3A/CACNA1C/GABBR2/SCNN1A/PLCB2/GABRA4/TAS2R14/TAS2R5/HTR3E/TAS2R3/TAS2R9/P2RY1/GNB3/PDE1B 17 KEGG hsa05415 Diabetic cardiomyopathy 46/2327 203/8135 0.9779 1 0.8352 PDK2/PDK4/COL1A1/CPT2/MAPK12/ATP2A3/SDHA/TGFB3/GFPT1/PRKCZ/SLC25A4/TGFBR2/AGTR1/AKT2/GFPT2/MAPK11/RYR2/AKT3/PPARA/CD36/VDAC2/INSR/MMP2/NDUFA12/SLC2A1/CAMK2A/TGFBR1/PLCB2/PDHB/NDUFA5/VDAC1/PRKCB/NDUFC1/GAPDH/GSR/UQCRH/NDUFV3/PDHA1/SP1/NCF2/RAC2/COL1A2/COX7A2/NDUFB9/SDHB/SLC2A4 46 KEGG hsa00515 Mannose type O-glycan biosynthesis 3/2327 23/8135 0.9782 1 0.8352 POMK/B4GALT2/POMGNT2 3 KEGG hsa05340 Primary immunodeficiency 6/2327 38/8135 0.9789 1 0.8352 CD40/RAG1/RFXAP/PTPRC/CD19/RAG2 6 KEGG hsa04723 Retrograde endocannabinoid signaling 32/2327 148/8135 0.979 1 0.8352 GNB5/MAPK3/ADCY8/PTGS2/MAPK12/GNG7/ADCY1/MAPK11/GRIA1/GNG12/CACNA1C/GNB4/ABHD6/GNAQ/NDUFA12/PLCB2/NDUFA5/GABRA4/DAGLB/GNB1/GNAI3/PRKCB/NDUFC1/ITPR2/RIMS1/ITPR1/GRIA3/NDUFV3/GNB3/GNAI2/NDUFB9/CACNA1F 32 KEGG hsa00860 Porphyrin metabolism 7/2327 43/8135 0.9802 1 0.8352 CP/GUSB/HCCS/FXN/ALAD/COX10/HMOX2 7 KEGG hsa04744 Phototransduction 4/2327 29/8135 0.9823 1 0.8352 GNAT2/GNB1/GUCY2F/SLC24A1 4 KEGG hsa05310 Asthma 4/2327 31/8135 0.9891 1 0.8352 CD40/HLA-DMA/TNF/EPX 4 KEGG hsa04110 Cell cycle 25/2327 126/8135 0.991 1 0.8352 CDKN1C/TGFB3/CDK6/TFDP2/YWHAB/ABL1/WEE1/RBL2/MYC/CCNH/CCNB3/ANAPC10/GADD45B/CDK7/STAG1/GADD45G/SMC1B/CREBBP/YWHAZ/ORC4/HDAC2/CCND2/ANAPC1/CCND1/CDC25B 25 KEGG hsa05320 Autoimmune thyroid disease 8/2327 53/8135 0.9933 1 0.8352 CD40/HLA-E/HLA-G/HLA-DMA/FAS/HLA-C/CGA/CD80 8 KEGG hsa05033 Nicotine addiction 5/2327 40/8135 0.9957 1 0.8352 GRIA1/GRIN2A/GRIN2D/GABRA4/GRIA3 5 KEGG hsa00053 Ascorbate and aldarate metabolism 3/2327 30/8135 0.9967 1 0.8352 GUSB/ALDH3A2/ALDH1B1 3 KEGG hsa04114 Oocyte meiosis 24/2327 131/8135 0.9977 1 0.8352 MAPK3/ADCY8/CPEB1/MAPK12/ADCY1/YWHAB/MAPK11/MAP2K1/STAG3/RPS6KA3/PGR/ANAPC10/IGF1R/PPP3CC/CAMK2A/SMC1B/PPP2R1A/YWHAZ/ITPR2/ITPR1/ANAPC1/PPP2R5D/RPS6KA1/SLK 24 KEGG hsa00830 Retinol metabolism 10/2327 68/8135 0.9978 1 0.8352 ALDH1A2/HSD17B6/DGAT1/CYP2C8/ADH7/DHRS9/AOX1/PNPLA4/RDH13/CYP2A7 10 KEGG hsa05206 MicroRNAs in cancer 67/2327 310/8135 0.9982 1 0.8352 BCL2/MAPK3/ITGB3/PTGS2/BCL2L11/VEGFA/HDAC4/PIM1/CDK6/SOX4/SLC7A1/MIR99A/BMF/ABL1/DICER1/MIRLET7A2/MAP2K1/THBS1/CYP1B1/MIR125B2/MYC/SHC1/DNMT3B/MMP16/DDIT4/PDGFRB/ZEB2/PRKCE/TPM1/MIR106B/MIR103A1/MIR100/EFNA5/HDAC5/BAK1/SOS1/EFNA4/CYP24A1/NOTCH2/ITGA5/NRAS/MET/ROCK1/HRAS/MIR199A1/CREBBP/CCNG1/ABCC1/PRKCB/MIR199A2/PDCD4/FOXP1/IGF2BP1/RHOA/HDAC2/EFNA3/CCND2/MIR181C/APC2/MIR101-1/CCND1/PLCG1/KRAS/MIR326/ERBB2/CDC25B/IRS2 67 KEGG hsa00040 Pentose and glucuronate interconversions 3/2327 34/8135 0.9989 1 0.8352 GUSB/DHDH/RPE 3 KEGG hsa03030 DNA replication 3/2327 36/8135 0.9994 1 0.8352 RNASEH1/POLD2/RPA4 3 KEGG hsa04714 Thermogenesis 45/2327 232/8135 0.9996 1 0.8352 PRKAG3/SMARCA2/CREB5/ADCY8/PPARG/CPT2/MAPK12/SMARCC2/CREB3L4/CREB3L1/SDHA/KDM3A/KDM3B/TSC2/ADCY1/NDUFAF2/CREB3/NDUFAF4/MAPK11/PNPLA2/RPS6KA3/COA4/TSC1/PPARGC1A/ARID1B/SOS1/SLC25A29/NDUFA12/SMARCE1/NRAS/PRKAB1/DPF1/COX10/HRAS/COA5/NDUFA5/NDUFC1/UQCRH/NDUFV3/RPS6KA1/ACSL6/KRAS/COX7A2/NDUFB9/SDHB 45 KEGG hsa05034 Alcoholism 34/2327 187/8135 0.9997 1 0.8352 GNB5/BDNF/CREB5/MAPK3/CREB3L4/CREB3L1/GNG7/HDAC4/SLC29A3/CREB3/MAP2K1/ATF4/ATF6B/SHC1/GNG12/GNB4/GRIN2A/HDAC5/SOS1/ADORA2A/NRAS/DRD2/SLC18A2/GRIN2D/HRAS/GNB1/GNAI3/BRAF/SHC2/HDAC2/HDAC6/GNB3/KRAS/GNAI2 34 KEGG hsa04950 Maturity onset diabetes of the young 1/2327 26/8135 0.9998 1 0.8352 BHLHA15 1 KEGG hsa03440 Homologous recombination 3/2327 41/8135 0.9999 1 0.8352 POLD2/RPA4/SYCP3 3 KEGG hsa00190 Oxidative phosphorylation 21/2327 134/8135 0.9999 1 0.8352 SDHA/ATP6V1B2/ATP6V0A1/TCIRG1/LHPP/ATP6V1G3/ATP6V1C1/ATP6V1A/NDUFA12/COX10/ATP6V0D1/NDUFA5/NDUFC1/UQCRH/NDUFV3/ATP6V1F/ATP6V0E2/COX7A2/NDUFB9/SDHB/ATP6V1E1 21 KEGG hsa03460 Fanconi anemia pathway 5/2327 54/8135 0.9999 1 0.8352 FANCF/WDR48/ERCC1/RPA4/PMS2 5 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 6/2327 66/8135 1 1 0.8352 SARS2/YARS2/SEPSECS/FARSB/WARS2/RARS2 6 KEGG hsa04613 Neutrophil extracellular trap formation 31/2327 190/8135 1 1 0.8352 MAPK3/ITGB3/MAPK12/FCGR2A/HDAC4/AQP9/SLC25A4/AKT2/GSDMD/MAPK11/MAP2K1/CASP1/AKT3/HDAC5/VDAC2/TLR7/FPR3/PLCB2/VDAC1/CASP4/PRKCB/ATG7/HDAC2/HDAC6/SYK/TLR8/VWF/ELANE/PLCG1/NCF2/RAC2 31 KEGG hsa05322 Systemic lupus erythematosus 17/2327 136/8135 1 1 0.8352 SSB/C2/ACTN1/FCGR2A/CD40/SNRPD3/C7/HLA-DMA/C8G/GRIN2A/C1R/C1S/SNRPD1/TNF/TRIM21/ELANE/CD80 17 KEGG hsa04080 Neuroactive ligand-receptor interaction 57/2327 353/8135 1 1 0.8352 PTGER4/P2RX7/ADM2/PTGIR/PRSS3/LPAR1/LPAR6/EDNRB/SSTR1/AGTR1/F2RL2/THRA/GRIK5/NR3C1/GRIA1/F2R/LYPD6B/NMB/EDN1/VIP/CALCRL/P2RY6/NPY4R/GRIN2A/GRIK1/CHRNB1/F2RL1/TBXA2R/GABBR2/P2RX4/ADORA2A/DRD2/GRIN2D/HCRTR2/CNR2/GRM8/OPRK1/FPR3/GABRA4/AVPR2/BDKRB2/ADRA1D/S1PR1/TRPV1/UCN2/EDNRA/GRM3/GRIA3/PRL/CGA/OXTR/SCTR/NMUR1/P2RY1/CALCA/MC1R/P2RX5 57 KEGG hsa04740 Olfactory transduction 17/2327 440/8135 1 1 0.8352 ARRB1/PDE1C/GNG7/PDE1A/SLC8A1/SLC24A4/GNAL/ARRB2/CAMK2A/RGS2/GNB1/OR2A12/OR6J1/OR10A5/OR2A5/NCALD/PDE1B 17