ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04142 Lysosome 60/1614 132/8135 1.711e-11 5.716e-09 3.783e-09 MAN2B1/M6PR/TCIRG1/LITAF/CTNS/CTSH/TPP1/CLN3/GGA3/CTSB/GLA/NAGPA/NEU1/CTSZ/ATP6AP1/IDUA/SLC11A1/CTSD/NPC2/LAPTM5/GM2A/ACP5/FUCA2/NAGA/CTSK/CTSL/LAMP3/HYAL4/CTSA/LAMP2/ACP2/ATP6V0B/AP1M1/LAMP1/ARSG/GGA2/CTSC/GUSB/DMXL2/ARSB/NAGLU/CTSO/GNPTG/MANBA/AP4E1/GALC/GAA/CLTCL1/HEXB/SLC11A2/SLC17A5/SCARB2/PLA2G15/AP3S1/GALNS/CD63/AP4M1/PPT1/CLTA/CTSS 60 KEGG hsa05169 Epstein-Barr virus infection 75/1614 202/8135 5.859e-09 9.784e-07 6.475e-07 DDB2/TAP1/STAT1/TNFAIP3/MYD88/TRAF3/ENTPD3/HLA-A/MAPK13/HLA-F/HLA-C/IRF9/HLA-G/FADD/RIPK1/TLR2/SYK/BAX/TRADD/HLA-DPB1/CD44/LYN/CDKN1A/CXCL10/IKBKG/NFKBIE/CCNE2/PIK3CD/HLA-E/IRAK1/TYK2/HLA-DMB/BTK/HLA-B/HLA-DMA/FAS/CDK4/BLNK/BID/CCND2/E2F3/CCNA2/PDIA3/JAK3/HDAC1/HLA-DRB4/IFNA7/TP53/IFNAR2/IRAK4/CASP9/DDX58/RUNX3/NEDD4/NFKBIA/CCND3/CD40/BAK1/IFNAR1/CCND1/IRF3/HLA-DPA1/TAP2/CD3D/SAP30L/CYCS/AKT1/EIF2AK2/AKT2/BCL2/HLA-DRA/VIM/MAPK12/GADD45A/IRF7 75 KEGG hsa04141 Protein processing in endoplasmic reticulum 64/1614 171/8135 5.442e-08 6.059e-06 4.01e-06 PDIA4/EDEM1/LMAN2/CKAP4/SSR1/HYOU1/TRAM1/SEC61B/RPN1/RPN2/SEC61A1/DNAJC3/DDOST/SSR4/BAX/HSPH1/SEC24A/SEL1L/UBQLN4/SEC23B/CRYAB/DERL2/MOGS/UBE2J1/UBE2D4/HSP90B1/OS9/HSPA6/DNAJC5/SEC24C/BCAP31/PDIA6/SEC31A/EDEM3/PDIA3/EDEM2/DNAJB11/STT3A/SIL1/GANAB/HSP90AB1/RRBP1/SSR2/PRKCSH/SSR3/P4HB/DERL1/BAK1/HSPA5/RNF5/MAN1A2/CANX/DNAJC10/ERP29/UBXN2A/XBP1/EIF2AK2/ERLEC1/PLAA/BCL2/MAN1B1/DNAJA1/DNAJB2/DNAJC1 64 KEGG hsa05152 Tuberculosis 65/1614 180/8135 2.034e-07 1.698e-05 1.124e-05 ITGB2/TCIRG1/STAT1/MYD88/MAPK13/IL10RA/FADD/TLR2/SYK/BAX/TRADD/CORO1A/ATP6AP1/HLA-DPB1/CTSD/TLR1/FCER1G/SPHK1/NOD2/TNFRSF1A/IRAK1/HLA-DMB/FCGR3B/HLA-DMA/RIPK2/BID/RAB5C/ITGAX/LAMP2/HLA-DRB4/ATP6V0B/LAMP1/IFNA7/IRAK4/CAMK2B/CASP9/IFNGR1/MRC2/IL18/FCGR1A/MAPK1/CALML6/FCGR2A/HLA-DPA1/ITGAM/IL10RB/CYCS/VDR/PPP3R1/AKT1/CLEC4M/TLR4/AKT2/SPHK2/CD14/TLR6/BCL2/CAMK2G/HLA-DRA/CAMK2A/MAPK12/IRAK2/CTSS/LBP/ARHGEF12 65 KEGG hsa05417 Lipid and atherosclerosis 74/1614 215/8135 2.758e-07 1.842e-05 1.219e-05 NRAS/PYCARD/APOB/MYD88/TRAF3/CYP1A1/MAPK13/MMP9/VLDLR/NCF2/TLR2/RXRG/VAV3/CYBA/BAX/CCL5/CDC42/LYN/TNFSF10/CXCL8/LY96/IKBKG/CD36/NCF1/PIK3CD/MMP1/TNFRSF1A/HSP90B1/IRAK1/HSPA6/CXCL3/FAS/MMP3/BID/CYBB/CYP2A6/ROCK2/IFNA7/TP53/HSP90AB1/IRAK4/CAMK2B/CASP9/VAV1/MIB1/CXCL1/NFKBIA/CYP2J2/IL18/CD40/MAPK1/CALML6/IRF3/HSPA5/SELE/CYCS/XBP1/RAP1B/PPP3R1/AKT1/TLR4/CCL2/AKT2/PLCB4/FOS/CD14/TLR6/BCL2/CAMK2G/CAMK2A/ABCG1/MAPK12/IRF7/LBP 74 KEGG hsa04145 Phagosome 56/1614 152/8135 6.707e-07 3.728e-05 2.468e-05 C1R/M6PR/TAP1/ITGB2/TCIRG1/HLA-A/HLA-F/THBS2/ITGB1/SEC61B/HLA-C/HGS/HLA-G/NCF2/TLR2/SEC61A1/CYBA/CORO1A/ATP6AP1/HLA-DPB1/THBS3/MARCO/CD36/NCF1/HLA-E/HLA-DMB/HLA-B/CTSL/ATP6V1A/FCGR3B/HLA-DMA/CYBB/RAB5C/LAMP2/HLA-DRB4/ATP6V0B/ITGA5/LAMP1/MBL2/MSR1/MRC2/FCGR1A/FCGR2A/HLA-DPA1/ITGAM/TAP2/CANX/ATP6V1C1/ATP6V1B2/CLEC4M/TLR4/STX7/CD14/TLR6/HLA-DRA/CTSS 56 KEGG hsa04936 Alcoholic liver disease 53/1614 142/8135 8.342e-07 3.728e-05 2.468e-05 ADIPOQ/MYD88/TRAF3/IL17RA/PRKAA2/MAPK13/ACOX3/FADD/PRKAB2/RIPK1/C2/TRADD/ACACB/CXCL8/PPARGC1A/LY96/IKBKG/TNFRSF1A/IRAK1/CXCL3/SCD/FAS/C1QB/MLYCD/ADH1C/ADH1B/IFNA7/NOX4/IRAK4/ALDH1B1/C5AR1/FASN/CXCL1/NFKBIA/CAMKK2/CCND1/TRA2A/IRF3/C1QA/SCD5/PRKAG2/ALDH3A2/ACACA/AKT1/C3AR1/TLR4/TCF7L1/AKT2/CD14/LPIN2/MAPK12/PRKAG3/LBP 53 KEGG hsa04666 Fc gamma R-mediated phagocytosis 40/1614 97/8135 9.944e-07 3.728e-05 2.468e-05 ARPC5/ACTR2/RAC2/AMPH/HCK/VAV3/SYK/ARPC1B/CDC42/LYN/PRKCD/SPHK1/NCF1/PIK3CD/MARCKS/ACTR3/FCGR3B/PLA2G4C/ARPC2/BIN1/PLA2G4F/PTPRC/ARPC3/PRKCB/RPS6KB2/VAV1/CFL2/WASF2/FCGR1A/MAPK1/ARPC4/FCGR2A/AKT1/ASAP1/AKT2/SPHK2/LAT/VASP/MARCKSL1/PLA2G4A 40 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 55/1614 150/8135 1.005e-06 3.728e-05 2.468e-05 PRKACB/SCN7A/PLN/ATP1A2/RPS6KA5/GNAQ/MAPK13/GNAI2/TNNC1/TPM4/SLC8A3/SCN4B/CREB3/MYH7/MYL2/TPM2/ATP1B4/TPM3/CACNA1S/CACNA2D1/GNAI3/CACNG1/ADCY7/PPP1R1A/MYH6/ACTC1/CACNB1/TPM1/MYL3/ATP2A1/ADCY9/ADRA1A/CREB3L2/CAMK2B/SCN1B/KCNE1/PPP1CA/RAPGEF3/ATP1A1/MAPK1/CALML6/CACNA1D/AKT1/AKT2/PLCB4/PPP2R3A/ATP2B1/ATP1B3/ATP1B2/BCL2/CAMK2G/CAMK2A/MAPK12/ATP2B2/PIK3R6 55 KEGG hsa00510 N-Glycan biosynthesis 25/1614 50/8135 1.649e-06 5.508e-05 3.646e-05 MGAT1/ALG8/RPN1/DPM2/RPN2/MGAT4B/DPAGT1/DDOST/ALG14/FUT8/MOGS/ALG2/DOLK/MGAT4A/MGAT2/STT3A/GANAB/ALG3/SRD5A3/ALG6/MAN2A1/MAN1A2/B4GALT3/ALG1/MAN1B1 25 KEGG hsa04620 Toll-like receptor signaling pathway 41/1614 104/8135 2.925e-06 8.883e-05 5.879e-05 SPP1/STAT1/MYD88/TRAF3/MAPK13/FADD/RIPK1/TLR2/CCL5/CCL4/CXCL8/TLR1/CXCL10/LY96/IKBKG/PIK3CD/IRAK1/CTSK/CD86/TLR8/CXCL9/IFNA7/CD80/IFNAR2/IRAK4/NFKBIA/CD40/IFNAR1/MAPK1/IRF3/TLR5/AKT1/TLR4/AKT2/FOS/CD14/TLR6/MAPK12/CXCL11/IRF7/LBP 41 KEGG hsa05166 Human T-cell leukemia virus 1 infection 72/1614 222/8135 4.858e-06 0.0001352 8.95e-05 PRKACB/NRAS/ITGB2/BUB3/HLA-A/SMAD3/HLA-F/MSX2/HLA-C/HLA-G/SLC25A6/CHEK1/BAX/CREB3/HLA-DPB1/CDKN1A/IKBKG/VAC14/MAP3K3/ADCY7/CCNE2/PIK3CD/HLA-E/TNFRSF1A/PTEN/TLN2/SLC25A4/HLA-DMB/ETS1/HLA-B/HLA-DMA/CDK4/CCND2/E2F3/TSPO/PTTG1/CCNA2/JAK3/HLA-DRB4/ZFP36/CDC20/ADCY9/SLC25A5/CSF2/TLN1/TP53/CREB3L2/NFKBIA/CCND3/CD40/CCND1/MAPK1/IL1R1/HLA-DPA1/CANX/CD3D/IL15/CRTC3/EGR2/PPP3R1/BUB1B/SLC2A1/AKT1/TRRAP/KAT2B/AKT2/FOS/HLA-DRA/EGR1/CCNB2/STAT5A/MAD1L1 72 KEGG hsa05323 Rheumatoid arthritis 37/1614 93/8135 6.874e-06 0.0001766 0.0001169 ITGB2/TCIRG1/TNFSF11/TNFSF13B/TLR2/CCL5/ATP6AP1/HLA-DPB1/CXCL8/TNFSF13/MMP1/ACP5/HLA-DMB/CTSK/CXCL3/CD86/CTSL/ATP6V1A/HLA-DMA/MMP3/HLA-DRB4/ATP6V0B/CD80/CSF2/CXCL6/CXCL1/IL18/HLA-DPA1/ATP6V1C1/ATP6V1B2/IL15/FLT1/TLR4/ANGPT1/CCL2/FOS/HLA-DRA 37 KEGG hsa05205 Proteoglycans in cancer 67/1614 205/8135 7.731e-06 0.0001839 0.0001217 PRKACB/ERBB4/TWIST1/NRAS/HCLS1/GRB2/FLNC/MAPK13/MMP9/GPC3/ITGB1/HPSE/PLAUR/EZR/TLR2/VAV3/SDC1/CAV3/FZD2/CD44/CDC42/CDKN1A/ANK1/PIK3CD/CTSL/ANK2/FAS/FZD1/ROCK2/LUM/ITGA5/EGFR/FZD4/TP53/MIR10A/PRKCB/IQGAP1/RPS6KB2/CAMK2B/ERBB3/VAV1/FLNA/WNT11/PTPN6/HSPB2/PPP1CA/HIF1A/CCND1/MAPK1/WNT9A/COL1A2/WNT8A/AKT1/TLR4/PTCH1/GAB1/AKT2/CAMK2G/CAMK2A/CD63/PLCE1/MAPK12/CBL/NANOG/WNT8B/MSN/ARHGEF12 67 KEGG hsa05416 Viral myocarditis 27/1614 60/8135 8.257e-06 0.0001839 0.0001217 ITGB2/RAC2/SGCG/HLA-A/HLA-F/HLA-C/HLA-G/MYH7/HLA-DPB1/HLA-E/HLA-DMB/HLA-B/CD86/MYH6/HLA-DMA/BID/HLA-DRB4/SGCA/CD80/DMD/LAMA2/CASP9/CD40/CCND1/HLA-DPA1/CYCS/HLA-DRA 27 KEGG hsa05140 Leishmaniasis 32/1614 77/8135 9.785e-06 0.0002043 0.0001352 ITGB2/STAT1/MYD88/MAPK13/ITGB1/NCF2/TLR2/CYBA/HLA-DPB1/NCF1/IRAK1/HLA-DMB/FCGR3B/HLA-DMA/CYBB/EEF1A2/HLA-DRB4/PRKCB/IRAK4/IFNGR1/PTPN6/NFKBIA/FCGR1A/MAPK1/FCGR2A/HLA-DPA1/ITGAM/TLR4/FOS/MARCKSL1/HLA-DRA/MAPK12 32 KEGG hsa05162 Measles 49/1614 139/8135 1.358e-05 0.0002669 0.0001766 STAT1/TNFAIP3/MYD88/TRAF3/RAB9B/IRF9/FADD/TLR2/ADAR/BAX/TRADD/IKBKG/CCNE2/PIK3CD/IRAK1/TYK2/HSPA6/FAS/CDK4/BID/CCND2/JAK3/IFNA7/CD46/MX2/TP53/IFNAR2/IRAK4/CASP9/DDX58/NFKBIA/CCND3/BAK1/IFNAR1/CCND1/IRF3/CD3D/CYCS/AKT1/EIF2AK2/CLEC4M/TLR4/AKT2/FOS/BCL2/CSNK2B/STAT5A/IRF7/MSN 49 KEGG hsa04115 p53 signaling pathway 30/1614 73/8135 2.393e-05 0.0004441 0.0002939 DDB2/RRM2/SHISA5/CHEK1/BAX/CDKN1A/GORAB/CCNE2/PMAIP1/PTEN/FAS/CDK4/BID/CCND2/CCNB1/ZMAT3/STEAP3/CDK1/TP53/SESN2/CASP9/MDM4/CCND3/CCND1/PERP/CYCS/BCL2/CCNB2/GADD45A/PPM1D 30 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 62/1614 194/8135 3.619e-05 0.0006362 0.000421 NRAS/MICB/STAT1/TRAF3/HLA-A/PREX1/HCK/MAPK13/HLA-F/HLA-C/IRF9/HLA-G/FADD/CCR5/MICA/SYK/BAX/TRADD/LYN/GNB2/CXCL8/CDKN1A/IKBKG/PIK3CD/HLA-E/TNFRSF1A/TYK2/HLA-B/CXCL3/CD86/FAS/CDK4/BID/E2F3/CCR1/ZFP36/IFNA7/CSF2/TP53/IFNAR2/CASP9/IFNGR1/CXCL1/NFKBIA/HIF1A/BAK1/IFNAR1/CCND1/MAPK1/GNG11/CALML6/IRF3/CYCS/PPP3R1/AKT1/EIF2AK2/TCF7L1/AKT2/FOS/MAPK12/PIK3R6/IRF7 62 KEGG hsa05164 Influenza A 56/1614 171/8135 3.981e-05 0.0006648 0.00044 PYCARD/STAT1/MYD88/TRAF3/IRF9/FADD/SLC25A6/DNAJC3/ADAR/BAX/TRADD/CCL5/HLA-DPB1/TNFSF10/CXCL8/CXCL10/IKBKG/PIK3CD/TNFRSF1A/TYK2/SLC25A4/HLA-DMB/HLA-DMA/FAS/CDK4/KPNA5/BID/RNASEL/NXT1/HLA-DRB4/SLC25A5/IFNA7/MX2/IFNAR2/PRKCB/IRAK4/CASP9/DDX58/IFNGR1/NFKBIA/CCND3/IL18/BAK1/IFNAR1/MAPK1/IRF3/HLA-DPA1/IL33/CYCS/AKT1/EIF2AK2/TLR4/CCL2/AKT2/HLA-DRA/IRF7 56 KEGG hsa00513 Various types of N-glycan biosynthesis 19/1614 39/8135 4.676e-05 0.0007437 0.0004922 MGAT1/RPN1/RPN2/MGAT4B/DDOST/ALG14/FUT8/ALG2/MGAT4A/MGAT2/STT3A/ALG3/MAN2A1/MAN1A2/HEXB/B4GALT3/ALG1/B4GALNT3/MAN1B1 19 KEGG hsa04062 Chemokine signaling pathway 61/1614 192/8135 5.07e-05 0.0007697 0.0005094 PRKACB/NRAS/RAC2/STAT1/CXCL16/GRB2/GNAQ/PREX1/HCK/GNAI2/CXCL13/FGR/CCR5/CXCR4/VAV3/GRK5/CCL5/PRKCZ/CDC42/CCL4/LYN/CCL18/GNB2/CXCL8/GNAI3/CXCL10/IKBKG/PRKCD/NCF1/PARD3/ADCY7/SHC1/PIK3CD/DOCK2/CXCL3/CCR1/JAK3/ROCK2/CXCL9/CXCL14/ADCY9/CCL8/PRKCB/CXCL6/ELMO1/VAV1/CXCL1/NFKBIA/CCL7/MAPK1/GNG11/ARRB2/CCR2/RAP1B/AKT1/CCL2/CCR7/AKT2/PLCB4/CXCL11/PIK3R6 61 KEGG hsa05145 Toxoplasmosis 40/1614 112/8135 5.878e-05 0.0008272 0.0005474 STAT1/MYD88/MAPK13/GNAI2/ITGB1/IL10RA/TLR2/CCR5/HLA-DPB1/GNAI3/LY96/IKBKG/TNFRSF1A/IRAK1/TYK2/HLA-DMB/HSPA6/HLA-DMA/HLA-DRB4/BIRC3/ALOX5/LAMA2/IRAK4/CASP9/IFNGR1/NFKBIA/CD40/MAPK1/HLA-DPA1/IL10RB/CYCS/AKT1/LAMA3/TLR4/AKT2/SOCS1/BCL2/HLA-DRA/MAPK12/PIK3R6 40 KEGG hsa05163 Human cytomegalovirus infection 69/1614 225/8135 5.944e-05 0.0008272 0.0005474 PRKACB/NRAS/TAP1/RAC2/GRB2/HLA-A/GNAQ/MAPK13/GNAI2/HLA-F/IL10RA/HLA-C/HLA-G/FADD/RIPK1/CCR5/CXCR4/BAX/TRADD/CREB3/CCL5/CCL4/GNB2/CXCL8/CDKN1A/GNAI3/IKBKG/ADCY7/PIK3CD/GNA12/HLA-E/TNFRSF1A/HLA-B/FAS/CDK4/BID/E2F3/CCR1/EIF4EBP1/PDIA3/ROCK2/ADCY9/IFNA7/EGFR/TP53/PRKCB/CREB3L2/RPS6KB2/CASP9/PDGFRA/PTGER3/NFKBIA/BAK1/CCND1/MAPK1/GNG11/CALML6/IRF3/IL1R1/TAP2/IL10RB/CYCS/PPP3R1/AKT1/CCL2/AKT2/PLCB4/MAPK12/ARHGEF12 69 KEGG hsa04611 Platelet activation 43/1614 124/8135 7.011e-05 0.0009367 0.00062 PRKACB/GNAQ/MAPK13/GNAI2/FERMT3/ITGB1/SYK/PRKCZ/LYN/FCER1G/GNAI3/ADCY7/PIK3CD/TLN2/BTK/PLA2G4C/MYLK3/MYLK2/ROCK2/PLA2G4F/ADCY9/TLN1/GUCY1A2/LCP2/RASGRP1/TBXAS1/PPP1CA/PRKG1/MAPK1/FCGR2A/COL1A2/MYLK4/RAP1B/AKT1/COL3A1/AKT2/PLCB4/VASP/VAMP8/MAPK12/PIK3R6/PLA2G4A/ARHGEF12 43 KEGG hsa05165 Human papillomavirus infection 94/1614 331/8135 8.439e-05 0.001084 0.0007175 PRKACB/RELN/NRAS/COL4A5/TCIRG1/SPP1/IRF1/STAT1/TRAF3/GRB2/HLA-A/HLA-F/THBS2/ITGB1/HLA-C/EGF/IRF9/HLA-G/FADD/FZD2/BAX/TRADD/CREB3/PRKCZ/ATP6AP1/COL4A6/CDC42/THBS3/CDKN1A/IKBKG/PARD3/COL6A2/CCNE2/PIK3CD/HEY1/HLA-E/TNFRSF1A/PTEN/TYK2/HLA-B/MAGI1/ATP6V1A/BCAP31/FAS/FZD1/CDK4/TNC/CCND2/EIF4EBP1/CCNA2/HDAC1/ATP6V0B/ITGA5/IFNA7/COL6A3/EGFR/FZD4/MX2/ITGA7/TP53/IFNAR2/ITGA1/LAMA2/CREB3L2/RPS6KB2/COL6A6/WNT11/HEYL/CRB3/CCND3/BAK1/IFNAR1/CCND1/MAPK1/WNT9A/IRF3/COL1A2/WNT8A/TNN/ATP6V1C1/ATP6V1B2/AKT1/TUBG2/LAMA3/EIF2AK2/IBSP/PARD6A/TCF7L1/AKT2/COL4A4/PPP2R3A/CSNK1A1/COL9A1/WNT8B 94 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 12/1614 20/8135 9.159e-05 0.001133 0.0007499 CHPF2/CHST11/XYLT2/CHST12/CHST14/B4GALT7/CSGALNACT2/B3GAT3/CHSY1/CHST15/B3GALT6/DSE 12 KEGG hsa05130 Pathogenic Escherichia coli infection 61/1614 197/8135 0.0001159 0.001382 0.0009146 WIPF1/ARPC5/HCLS1/PYCARD/ACTR2/MYD88/MAPK13/ITGB1/FADD/RIPK1/EZR/BAX/TRADD/ARPC1B/MYO5A/SEC24A/CDC42/TNFSF10/CXCL8/IKBKG/GNA12/TNFRSF1A/WIPF3/IRAK1/TMBIM6/ACTR3/SEC24C/MYO1F/FAS/ARPC2/ROCK2/MYO1D/ARPC3/IRAK4/MYO1G/CASP9/CLDN6/PTPN6/NFKBIA/TJP1/IL18/BAK1/WASF2/CLDN8/MAPK1/ARPC4/FCGR2A/IL1R1/CYCS/TMED10/TLR5/CLDN17/TLR4/NCKAP1L/CASP4/FOS/ABI1/CLDN23/MYO5C/MAPK12/ARHGEF12 61 KEGG hsa04064 NF-kappa B signaling pathway 37/1614 104/8135 0.0001205 0.001388 0.0009186 TNFAIP3/MYD88/TRAF3/BCL2A1/TNFSF11/TNFSF13B/RIPK1/SYK/TRADD/CCL4/LYN/CXCL8/LY96/IKBKG/TNFRSF1A/IRAK1/BTK/EDAR/CXCL3/BLNK/PRKCQ/BIRC3/PRKCB/IRAK4/DDX58/CXCL1/NFKBIA/CD40/IL1R1/CARD10/TLR4/CD14/LAT/BCL2/CSNK2B/GADD45A/LBP 37 KEGG hsa05161 Hepatitis B 52/1614 162/8135 0.0001328 0.001461 0.0009668 DDB2/NRAS/STAT1/MYD88/TRAF3/GRB2/MAPK13/MMP9/SMAD3/FADD/TLR2/BAX/CREB3/ATP6AP1/CXCL8/CDKN1A/IKBKG/CCNE2/PIK3CD/IRAK1/TYK2/FAS/BID/E2F3/PCNA/CCNA2/JAK3/IFNA7/TP53/PRKCB/IRAK4/CREB3L2/CASP9/DDX58/NFKBIA/IFNAR1/MAPK1/IRF3/CYCS/EGR2/STAT6/AKT1/TLR4/AKT2/FOS/YWHAZ/BCL2/YWHAB/DDX3X/MAPK12/STAT5A/IRF7 52 KEGG hsa04668 TNF signaling pathway 39/1614 112/8135 0.0001356 0.001461 0.0009668 IRF1/TNFAIP3/RPS6KA5/TRAF3/MAPK13/MMP9/FADD/RIPK1/TRADD/CREB3/CCL5/CXCL10/IKBKG/PIK3CD/NOD2/TNFRSF1A/TNFRSF1B/CXCL3/FAS/MMP3/MLKL/EDN1/BIRC3/CSF2/CXCL6/CREB3L2/RIPK3/CXCL1/NFKBIA/MAPK1/SELE/IL15/BAG4/DAB2IP/AKT1/CCL2/AKT2/FOS/MAPK12 39 KEGG hsa05133 Pertussis 29/1614 76/8135 0.0001599 0.001669 0.001104 C1R/ITGB2/PYCARD/IRF1/MYD88/MAPK13/GNAI2/ITGB1/C2/CXCL8/GNAI3/LY96/IRAK1/C1QB/ITGA5/C1S/CXCL6/IRAK4/CFL2/MAPK1/CALML6/IRF3/ITGAM/C1QA/TLR4/FOS/CD14/IRF8/MAPK12 29 KEGG hsa04621 NOD-like receptor signaling pathway 57/1614 184/8135 0.0001892 0.001915 0.001268 PYCARD/STAT1/TNFAIP3/MYD88/TRAF3/MAPK13/TRIP6/IRF9/FADD/RIPK1/RBCK1/CTSB/AIM2/CYBA/TRPV2/CCL5/CXCL8/IKBKG/PRKCD/GBP1/NOD2/TYK2/CXCL3/RIPK2/P2RX7/CYBB/MCU/RNASEL/GBP5/PSTPIP1/BIRC3/IFNA7/CARD6/HSP90AB1/IFNAR2/IRAK4/RIPK3/CXCL1/NFKBIA/IFI16/IL18/SHARPIN/IFNAR1/MAPK1/IRF3/CARD16/DEFA6/TLR4/CCL2/CASP4/PLCB4/CARD8/BCL2/MFN2/MEFV/MAPK12/IRF7 57 KEGG hsa05135 Yersinia infection 45/1614 137/8135 0.0002051 0.002014 0.001333 WIPF1/ARPC5/PYCARD/ACTR2/RAC2/MYD88/GNAQ/MAPK13/ITGB1/VAV3/RHOG/ARPC1B/CDC42/CXCL8/RPS6KA1/IKBKG/PIK3CD/WIPF3/IRAK1/ACTR3/ARPC2/ROCK2/ITGA5/ARPC3/IRAK4/ELMO1/LCP2/VAV1/NFKBIA/IL18/WASF2/MAPK1/ARPC4/IRF3/FCGR2A/AKT1/TLR4/CCL2/AKT2/FOS/LAT/MEFV/MAPK12/ELMO2/ARHGEF12 45 KEGG hsa04978 Mineral absorption 24/1614 60/8135 0.0002513 0.002398 0.001587 ATP1A2/SLC8A3/ATP1B4/ATOX1/STEAP1/ATP7A/MT1F/SLC40A1/MT1G/SLC39A4/MT1H/FTL/ATP1A1/STEAP2/VDR/SLC11A2/ATP2B1/ATP1B3/ATP1B2/SLC30A1/FTH1/MT2A/HMOX2/ATP2B2 24 KEGG hsa05132 Salmonella infection 72/1614 249/8135 0.000313 0.002904 0.001922 M6PR/ARPC5/PYCARD/ACTR2/MYD88/FLNC/MAPK13/SNX18/RAB9B/FADD/FYCO1/RIPK1/TLR2/RHOG/BAX/TRADD/ARPC1B/MYL2/CDC42/TNFSF10/CXCL8/ACBD3/LY96/IKBKG/RALA/PIK3CD/TNFRSF1A/HSP90B1/IRAK1/ACTR3/ARPC2/RIPK2/MLKL/MYLPF/RAB5C/ROCK2/PTPRC/DYNLL1/BIRC3/ARPC3/HSP90AB1/IRAK4/ELMO1/FLNA/VPS39/RIPK3/PFN1/NFKBIA/IL18/BAK1/MAPK1/ARPC4/VPS16/RHOH/CYCS/VPS41/TLR5/AKT1/TLR4/NCKAP1L/TCF7L1/CASP4/AKT2/FOS/CD14/ABI1/TLR6/BCL2/MYL9/MAPK12/PLEKHM2/ELMO2 72 KEGG hsa05410 Hypertrophic cardiomyopathy 32/1614 90/8135 0.0003433 0.003099 0.002051 SGCG/PRKAA2/ITGB1/DES/TNNC1/TPM4/SLC8A3/PRKAB2/TTN/MYH7/MYL2/TPM2/TPM3/CACNA1S/CACNA2D1/CACNG1/MYH6/ACTC1/CACNB1/TPM1/MYL3/ATP2A1/EDN1/ITGA5/SGCA/DMD/ITGA7/ITGA1/LAMA2/CACNA1D/PRKAG2/PRKAG3 32 KEGG hsa04920 Adipocytokine signaling pathway 26/1614 69/8135 0.0004327 0.003803 0.002517 ADIPOQ/PRKAA2/PRKAB2/RXRG/PCK2/TRADD/ACACB/PPARGC1A/IKBKG/CD36/NFKBIE/TNFRSF1A/TNFRSF1B/LEP/ACSL3/PRKCQ/NFKBIA/CAMKK2/PRKAG2/ACSL5/SLC2A4/SLC2A1/AKT1/G6PC2/AKT2/PRKAG3 26 KEGG hsa04670 Leukocyte transendothelial migration 38/1614 114/8135 0.0004492 0.003847 0.002546 ITGB2/RAC2/MAPK13/GNAI2/MMP9/RASSF5/ITGB1/EZR/NCF2/CXCR4/VAV3/CTNNA3/CYBA/MYL2/CDC42/GNAI3/NCF1/PIK3CD/MYLPF/CYBB/THY1/ROCK2/PRKCB/CLDN6/VAV1/CD99/CLDN8/RAPGEF3/RHOH/ITGAM/RAP1B/CLDN17/VASP/MYL9/CLDN23/MAPK12/ACTN1/MSN 38 KEGG hsa04380 Osteoclast differentiation 41/1614 128/8135 0.0006886 0.005714 0.003782 STAT1/GRB2/MAPK13/TNFSF11/TYROBP/IRF9/NCF2/CYBA/SYK/LILRB2/IKBKG/NCF1/PIK3CD/ACP5/TNFRSF1A/TYK2/BTK/CTSK/FCGR3B/BLNK/OSCAR/IFNAR2/CSF1R/LCP2/CALCR/IFNGR1/LILRB4/NFKBIA/IFNAR1/FCGR1A/MAPK1/FCGR2A/IL1R1/PPP3R1/SQSTM1/AKT1/AKT2/SOCS1/FOS/LILRB1/MAPK12 41 KEGG hsa04510 Focal adhesion 59/1614 201/8135 0.0007015 0.005714 0.003782 RELN/COL4A5/SPP1/RAC2/GRB2/FLNC/THBS2/ITGB1/EGF/VAV3/CAV3/MYL2/COL4A6/CDC42/THBS3/COL6A2/SHC1/PIK3CD/PTEN/TLN2/TNC/MYLPF/MYLK3/CCND2/MYLK2/ROCK2/ITGA5/BIRC3/COL6A3/EGFR/TLN1/ITGA7/PRKCB/ITGA1/LAMA2/COL6A6/VAV1/FLNA/PDGFRA/CCND3/PPP1CA/CCND1/MAPK1/COL1A2/MYLK4/TNN/FLT1/RAP1B/AKT1/LAMA3/IBSP/AKT2/COL4A4/ZYX/VASP/BCL2/MYL9/COL9A1/ACTN1 59 KEGG hsa04657 IL-17 signaling pathway 32/1614 94/8135 0.0008206 0.006526 0.004319 IL17D/TNFAIP3/TRAF3/IL17RA/MAPK13/MMP9/FADD/MMP13/TRADD/S100A9/CXCL8/CXCL10/IKBKG/MMP1/HSP90B1/CXCL3/USP25/MMP3/TRAF4/CSF2/HSP90AB1/CXCL6/CXCL1/NFKBIA/MUC5B/CCL7/MAPK1/S100A7/CCL2/FOS/S100A8/MAPK12 32 KEGG hsa05223 Non-small cell lung cancer 26/1614 72/8135 0.0009181 0.007057 0.004671 DDB2/NRAS/GRB2/RASSF5/EGF/RXRG/BAX/CDKN1A/PIK3CD/CDK4/E2F3/EML4/JAK3/EGFR/TP53/PRKCB/CASP9/RASSF1/BAK1/CCND1/MAPK1/AKT1/AKT2/STK4/STAT5A/GADD45A 26 KEGG hsa04260 Cardiac muscle contraction 30/1614 87/8135 0.0009297 0.007057 0.004671 ATP1A2/CASQ2/TNNC1/TPM4/SLC8A3/ASPH/TRDN/HRC/MYH7/MYL2/TPM2/ATP1B4/TPM3/CACNA1S/CACNA2D1/CACNG1/COX7A1/MYH6/ACTC1/CACNB1/TPM1/MYL3/ATP2A1/UQCRB/ATP1A1/CACNA1D/COX6A2/ATP1B3/ATP1B2/COX2 30 KEGG hsa05170 Human immunodeficiency virus 1 infection 61/1614 212/8135 0.001001 0.007433 0.004919 NRAS/TAP1/RAC2/MYD88/HLA-A/APOBEC3B/GNAQ/MAPK13/GNAI2/HLA-F/HLA-C/HLA-G/FADD/RIPK1/TLR2/CCR5/CXCR4/CHEK1/BAX/TRADD/GNB2/GNAI3/IKBKG/CUL5/PIK3CD/HLA-E/TNFRSF1A/TNFRSF1B/IRAK1/HLA-B/SAMHD1/FAS/BID/CCNB1/PDIA3/AP1M1/IFNA7/CDK1/PRKCB/IRAK4/RPS6KB2/CASP9/CFL2/NFKBIA/BAK1/MAPK1/GNG11/CALML6/IRF3/TAP2/CD3D/CYCS/PPP3R1/AKT1/TLR4/AKT2/FOS/TRIM5/BCL2/MAPK12/CCNB2 61 KEGG hsa04512 ECM-receptor interaction 30/1614 88/8135 0.001148 0.008335 0.005516 CD47/RELN/COL4A5/SPP1/FRAS1/THBS2/ITGB1/SDC1/CD44/COL4A6/THBS3/HMMR/CD36/COL6A2/FREM2/NPNT/TNC/ITGA5/COL6A3/ITGA7/ITGA1/LAMA2/COL6A6/COL1A2/TNN/LAMA3/IBSP/COL4A4/COL9A1/DSPP 30 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 33/1614 100/8135 0.00126 0.008955 0.005927 NRAS/COL4A5/STAT1/MAPK13/SMAD3/BAX/PRKCZ/COL4A6/CDC42/CXCL8/PRKCD/PIK3CD/CDK4/CYBB/EDN1/NOX4/PRKCB/PLCD4/CCND1/MAPK1/SELE/COL1A2/AKT1/COL3A1/CCL2/AKT2/PLCB4/COL4A4/BCL2/EGR1/PLCE1/MAPK12/STAT5A 33 KEGG hsa04210 Apoptosis 42/1614 136/8135 0.001352 0.009406 0.006225 NRAS/LMNB2/CTSH/BCL2A1/FADD/RIPK1/CTSB/BAX/CTSZ/TRADD/LMNB1/CTSD/TNFSF10/CSF2RB/IKBKG/PIK3CD/PMAIP1/TNFRSF1A/CTSK/CTSL/FAS/BID/PARP4/BIRC3/CTSC/TP53/HTRA2/CASP9/CTSO/NFKBIA/BAK1/MAPK1/CYCS/DFFB/DAB2IP/AKT1/AKT2/FOS/MCL1/BCL2/GADD45A/CTSS 42 KEGG hsa05330 Allograft rejection 16/1614 38/8135 0.00139 0.009414 0.006231 HLA-A/HLA-F/HLA-C/HLA-G/HLA-DPB1/HLA-E/HLA-DMB/HLA-B/CD86/HLA-DMA/FAS/HLA-DRB4/CD80/CD40/HLA-DPA1/HLA-DRA 16 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 30/1614 89/8135 0.001409 0.009414 0.006231 NRAS/STAT1/MYD88/MAPK13/EGF/TLR2/IKBKG/MAP3K3/NFKBIE/PIK3CD/PTEN/EML4/PRKCQ/EGFR/RPS6KB2/RASGRP1/IFNGR1/PTPN6/NFKBIA/HIF1A/MAPK1/CD3D/PPP3R1/AKT1/TLR4/AKT2/FOS/LAT/CSNK2B/MAPK12 30 KEGG hsa04662 B cell receptor signaling pathway 28/1614 82/8135 0.001608 0.01053 0.006968 NRAS/RAC2/GRB2/PIK3AP1/VAV3/DAPP1/SYK/LILRB2/LYN/IKBKG/NFKBIE/PIK3CD/BTK/BLNK/CD72/CD81/PRKCB/VAV1/LILRB4/PTPN6/NFKBIA/IFITM1/MAPK1/PPP3R1/AKT1/AKT2/FOS/LILRB1 28 KEGG hsa04921 Oxytocin signaling pathway 46/1614 154/8135 0.001766 0.01125 0.007448 PRKACB/NRAS/GNAQ/PRKAA2/GNAI2/PRKAB2/RYR3/CACNA1S/CACNA2D1/CDKN1A/GNAI3/RYR1/CACNG1/ADCY7/NPR1/CACNB1/PLA2G4C/MYLK3/CAMK1D/MYLK2/ROCK2/PLA2G4F/MEF2C/ADCY9/EGFR/GUCY1A2/PRKCB/CAMK2B/CAMKK2/PPP1CA/CCND1/MAPK1/CALML6/CACNA1D/MYLK4/PRKAG2/RGS2/PPP3R1/PLCB4/FOS/CAMK2G/MYL9/CAMK2A/PRKAG3/PIK3R6/PLA2G4A 46 KEGG hsa05203 Viral carcinogenesis 58/1614 204/8135 0.001792 0.01125 0.007448 PRKACB/NRAS/TRAF3/GRB2/HLA-A/HLA-F/HLA-C/IRF9/HLA-G/CCR5/SYK/CHEK1/BAX/TRADD/CREB3/CDC42/LYN/CDKN1A/IKBKG/VAC14/CCNE2/REL/PIK3CD/PMAIP1/HLA-E/HLA-B/SND1/CDK4/CCND2/GTF2A1/CCNA2/JAK3/SP100/HDAC1/CDC20/CDK1/TP53/GTF2E2/CREB3L2/HDAC4/NFKBIA/HDAC3/CCND3/BAK1/CCND1/MAPK1/IRF3/HPN/EGR2/EIF2AK2/KAT2B/YWHAZ/YWHAB/DDX3X/STAT5A/IRF7/ACTN1/MAD1L1 58 KEGG hsa05214 Glioma 26/1614 75/8135 0.00182 0.01125 0.007448 DDB2/NRAS/GRB2/EGF/BAX/CDKN1A/SHC1/PIK3CD/PTEN/CDK4/E2F3/CAMK1D/EGFR/TP53/PRKCB/CAMK2B/PDGFRA/BAK1/CCND1/MAPK1/CALML6/AKT1/AKT2/CAMK2G/CAMK2A/GADD45A 26 KEGG hsa05131 Shigellosis 68/1614 247/8135 0.001902 0.01153 0.007634 ARPC5/HCLS1/PYCARD/ACTR2/FNBP1L/RPS6KA5/MYD88/MAPK13/ITGB1/RIPK1/TECPR1/RBCK1/FOXO6/BAX/TRADD/ARPC1B/CCL5/CD44/MYL2/CDC42/HK3/CXCL8/IKBKG/PRKCD/PIK3CD/TNFRSF1A/UBE2D4/TLN2/ACTR3/ARPC2/RIPK2/MYLPF/ROCK2/PRKCQ/ITGA5/EGFR/CSF2/TLN1/ARPC3/TP53/PLCD4/RPS6KB2/ELMO1/PFN1/NFKBIA/IL18/SHARPIN/WASF2/MAPK1/ARPC4/IRF3/IL1R1/CYCS/TLR5/SQSTM1/AKT1/TLR4/CASP4/AKT2/PLCB4/CD14/BCL2/MYL9/TIFA/PLCE1/MAPK12/ELMO2/ACTN1 68 KEGG hsa04022 cGMP-PKG signaling pathway 49/1614 167/8135 0.001934 0.01153 0.007634 PLN/ATP1A2/GNAQ/GNAI2/SLC8A3/SLC25A6/CREB3/MYH7/ATP1B4/CACNA1S/GNAI3/CNGA1/ADCY7/GNA12/NPR1/SLC25A4/MYH6/MYLK3/ATP2A1/EDNRB/MYLK2/ROCK2/MRVI1/MEF2C/ADCY9/SLC25A5/ADRA1A/GUCY1A2/CREB3L2/PPP1CA/PRKG1/ATP1A1/MAPK1/CALML6/CACNA1D/MYLK4/RGS2/PPP3R1/AKT1/AKT2/PLCB4/ATP2B1/ATP1B3/ATP1B2/VASP/MYL9/ADRA2C/ATP2B2/PIK3R6 49 KEGG hsa04217 Necroptosis 47/1614 159/8135 0.002005 0.01175 0.007777 PYCARD/STAT1/TNFAIP3/IRF9/FADD/SLC25A6/RIPK1/RBCK1/BAX/TRADD/PYGM/TNFSF10/TNFRSF1A/TYK2/SLC25A4/FAS/PLA2G4C/MLKL/BID/CYBB/JAK3/PLA2G4F/BIRC3/SLC25A5/IFNA7/HSP90AB1/IFNAR2/CAMK2B/GLUL/IFNGR1/PPIA/RIPK3/CHMP1A/FTL/SHARPIN/IFNAR1/IL33/STAT6/SQSTM1/EIF2AK2/TLR4/BCL2/CAMK2G/CAMK2A/FTH1/STAT5A/PLA2G4A 47 KEGG hsa04922 Glucagon signaling pathway 34/1614 107/8135 0.00221 0.01273 0.008423 PRKACB/GNAQ/PRKAA2/PPP4C/PRKAB2/PCK2/PHKA1/CREB3/PYGM/ACACB/PPARGC1A/PFKL/SIK1/FBP2/PGAM1/PGAM2/PFKM/CREB3L2/CAMK2B/LDHAL6A/CALML6/FBP1/PRKAG2/SIK2/PPP3R1/ACACA/SLC2A1/AKT1/G6PC2/AKT2/PLCB4/CAMK2G/CAMK2A/PRKAG3 34 KEGG hsa04218 Cellular senescence 46/1614 156/8135 0.002349 0.0133 0.008799 NRAS/HLA-A/MAPK13/SMAD3/RASSF5/HLA-F/HLA-C/HLA-G/SLC25A6/CHEK1/CXCL8/CDKN1A/CCNE2/PIK3CD/HLA-E/PTEN/SLC25A4/ETS1/HLA-B/FOXM1/LIN54/CDK4/CCND2/MCU/E2F3/CCNB1/EIF4EBP1/CCNA2/SLC25A5/CDK1/TP53/CCND3/PPP1CA/ZFP36L2/CCND1/MAPK1/CALML6/CACNA1D/PPP3R1/SQSTM1/AKT1/AKT2/MAPK12/CCNB2/HIPK3/GADD45A 46 KEGG hsa05222 Small cell lung cancer 30/1614 92/8135 0.002525 0.01404 0.00929 DDB2/COL4A5/CKS2/TRAF3/ITGB1/RXRG/BAX/COL4A6/CDKN1A/IKBKG/CCNE2/PIK3CD/PTEN/CDK4/TRAF4/E2F3/BIRC3/TP53/LAMA2/CASP9/NFKBIA/BAK1/CCND1/CYCS/AKT1/LAMA3/AKT2/COL4A4/BCL2/GADD45A 30 KEGG hsa05414 Dilated cardiomyopathy 31/1614 96/8135 0.002564 0.01404 0.00929 PRKACB/PLN/SGCG/ITGB1/DES/TNNC1/TPM4/SLC8A3/TTN/MYH7/MYL2/TPM2/TPM3/CACNA1S/CACNA2D1/CACNG1/ADCY7/MYH6/ACTC1/CACNB1/TPM1/MYL3/ATP2A1/ITGA5/SGCA/ADCY9/DMD/ITGA7/ITGA1/LAMA2/CACNA1D 31 KEGG hsa01524 Platinum drug resistance 25/1614 73/8135 0.00267 0.0143 0.009467 FADD/BAX/CDKN1A/PIK3CD/PMAIP1/ATP7A/FAS/BID/TOP2A/BIRC3/TP53/POLH/MGST3/GSTM1/CASP9/BAK1/MAPK1/GSTM2/GSTO1/GSTP1/CYCS/AKT1/ERCC1/AKT2/BCL2 25 KEGG hsa05160 Hepatitis C 46/1614 157/8135 0.002698 0.0143 0.009467 NRAS/STAT1/TRAF3/GRB2/EGF/IRF9/FADD/RIPK1/BAX/TRADD/CDKN1A/CXCL10/IKBKG/PIK3CD/TNFRSF1A/TYK2/FAS/CDK4/BID/E2F3/RNASEL/IFNA7/CD81/EGFR/MX2/TP53/IFNAR2/CASP9/DDX58/CLDN6/NFKBIA/BAK1/IFNAR1/CLDN8/CCND1/MAPK1/IRF3/CYCS/AKT1/EIF2AK2/CLDN17/AKT2/YWHAZ/YWHAB/CLDN23/IRF7 46 KEGG hsa04514 Cell adhesion molecules 44/1614 149/8135 0.0028 0.01461 0.009671 ALCAM/ITGB2/HLA-A/HLA-F/CNTN1/ITGB1/HLA-C/HLA-G/CD34/SDC1/GLG1/LRRC4C/HLA-DPB1/NRXN3/ICAM3/SELL/HLA-E/SELPLG/HLA-DMB/HLA-B/CD86/NRXN1/HLA-DMA/HLA-DRB4/PTPRC/NEGR1/CD80/IGSF11/CLDN6/CD99/CD40/CLDN8/SDC3/SELE/HLA-DPA1/ITGAM/CD2/NCAM1/CDH15/CLDN17/HLA-DRA/CLDN23/SIGLEC1/NLGN1 44 KEGG hsa04919 Thyroid hormone signaling pathway 37/1614 121/8135 0.003065 0.01575 0.01042 PRKACB/NRAS/PLN/ATP1A2/STAT1/RXRG/MYH7/ATP1B4/RCAN2/PFKL/THRB/PIK3CD/NCOA1/MYH6/ATP2A1/HDAC1/PFKM/MED17/TP53/PRKCB/PLCD4/CASP9/MED14/HDAC3/TBC1D4/HIF1A/CCND1/ATP1A1/MAPK1/SLC2A1/AKT1/KAT2B/AKT2/PLCB4/ATP1B3/ATP1B2/PLCE1 37 KEGG hsa05230 Central carbon metabolism in cancer 24/1614 70/8135 0.003165 0.01602 0.0106 NRAS/SCO2/GLS/HK3/PFKL/G6PD/PIK3CD/PTEN/PGAM1/PGAM2/PFKM/EGFR/TP53/PDGFRA/PDK1/LDHAL6A/HIF1A/MAPK1/SLC2A1/AKT1/AKT2/NTRK3/SLC7A5/SLC1A5 24 KEGG hsa00010 Glycolysis / Gluconeogenesis 23/1614 67/8135 0.003753 0.01871 0.01238 GALM/PGM2/PCK2/AKR1A1/HK3/PFKL/ENO3/ACSS2/FBP2/ADPGK/PGAM1/PGAM2/ENO2/ADH1C/ADH1B/PFKM/ALDH1B1/ENO1/LDHAL6A/FBP1/ALDH3A2/MINPP1/G6PC2 23 KEGG hsa04650 Natural killer cell mediated cytotoxicity 39/1614 131/8135 0.004047 0.01988 0.01316 NRAS/ITGB2/RAC2/MICB/GRB2/HLA-A/HLA-C/TYROBP/HLA-G/HCST/VAV3/MICA/SYK/TNFSF10/FCER1G/SHC1/PIK3CD/HLA-E/HLA-B/FCGR3B/FAS/BID/IFNA7/RAET1E/CSF2/IFNAR2/PRKCB/NCR2/LCP2/VAV1/IFNGR1/PTPN6/IFNAR1/MAPK1/CD48/PPP3R1/ULBP1/LAT/KIR3DL1 39 KEGG hsa04530 Tight junction 48/1614 169/8135 0.004352 0.02106 0.01394 PRKACB/ARPC5/HCLS1/ACTR2/PRKAA2/ARHGEF18/ITGB1/RAB8B/PRKAB2/EZR/AMOT/ARPC1B/PRKCZ/MYL2/CDC42/MPDZ/PARD3/BVES/ACTR3/MAGI1/RAB8A/ARPC2/CDK4/PCNA/ROCK2/YBX3/ARPC3/CLDN6/NEDD4/CRB3/TJP1/CLDN8/CCND1/ARPC4/CACNA1D/MICALL2/RAB13/PRKAG2/SYNPO/EPB41L4B/CLDN17/PARD6A/VASP/MYL9/CLDN23/PRKAG3/ACTN1/MSN 48 KEGG hsa04664 Fc epsilon RI signaling pathway 23/1614 68/8135 0.004629 0.022 0.01456 NRAS/RAC2/GRB2/MAPK13/FCER1A/VAV3/SYK/LYN/FCER1G/PIK3CD/BTK/PLA2G4C/PLA2G4F/CSF2/ALOX5/LCP2/VAV1/MAPK1/AKT1/AKT2/LAT/MAPK12/PLA2G4A 23 KEGG hsa05332 Graft-versus-host disease 16/1614 42/8135 0.004678 0.022 0.01456 HLA-A/HLA-F/HLA-C/HLA-G/HLA-DPB1/HLA-E/HLA-DMB/HLA-B/CD86/HLA-DMA/FAS/HLA-DRB4/CD80/HLA-DPA1/HLA-DRA/KIR3DL1 16 KEGG hsa05212 Pancreatic cancer 25/1614 76/8135 0.00489 0.02268 0.01501 DDB2/RAC2/STAT1/SMAD3/EGF/BAX/CDC42/CDKN1A/IKBKG/RALA/PIK3CD/CDK4/E2F3/ARHGEF6/EGFR/TP53/RPS6KB2/CASP9/BAK1/CCND1/MAPK1/RALGDS/AKT1/AKT2/GADD45A 25 KEGG hsa04659 Th17 cell differentiation 33/1614 108/8135 0.005056 0.02311 0.01529 STAT1/MAPK13/SMAD3/IL21R/IL4R/RXRG/RORC/HLA-DPB1/IKBKG/NFKBIE/TYK2/HLA-DMB/HLA-DMA/JAK3/HLA-DRB4/PRKCQ/HSP90AB1/IFNGR1/NFKBIA/HIF1A/MAPK1/IL1R1/HLA-DPA1/CD3D/IL27RA/PPP3R1/STAT6/IL27/FOS/LAT/HLA-DRA/MAPK12/STAT5A 33 KEGG hsa05150 Staphylococcus aureus infection 30/1614 96/8135 0.00512 0.02311 0.01529 C1R/ITGB2/KRT25/C2/HLA-DPB1/SELPLG/HLA-DMB/FCGR3B/HLA-DMA/C1QB/HLA-DRB4/CFB/FPR1/C1S/KRT27/KRT37/MBL2/C5AR1/FCGR1A/FCGR2A/HLA-DPA1/FPR3/ITGAM/C1QA/DEFA6/C3AR1/KRT32/DSG1/KRT31/HLA-DRA 30 KEGG hsa04020 Calcium signaling pathway 64/1614 240/8135 0.005663 0.02522 0.01669 PRKACB/ERBB4/PLN/GNAQ/CASQ2/TNNC1/SLC8A3/EGF/SLC25A6/ASPH/TRDN/CXCR4/HRC/PHKA1/GNA15/RYR3/TNNC2/CACNA1S/RYR1/SPHK1/FGF4/P2RX4/ADCY7/LHCGR/CASQ1/SLC25A4/MYLK3/P2RX7/MCU/ATP2A1/EDNRB/CCKBR/CAMK1D/MYLK2/ADCY9/GNAL/SLC25A5/ADRA1A/EGFR/PRKCB/PLCD4/CAMK2B/ERBB3/PDGFRA/GDNF/PTGER3/CALML6/CACNA1D/MYLK4/FLT1/AVPR1A/PPP3R1/FGF20/HTR2A/PLCB4/ATP2B1/SPHK2/CAMK2G/CAMK2A/NTRK3/PLCE1/ORAI3/ATP2B2/CHRM2 64 KEGG hsa04940 Type I diabetes mellitus 16/1614 43/8135 0.006104 0.02683 0.01775 HLA-A/HLA-F/HLA-C/HLA-G/HLA-DPB1/HLA-E/HLA-DMB/HLA-B/CD86/HLA-DMA/FAS/HLA-DRB4/CD80/HLA-DPA1/GAD2/HLA-DRA 16 KEGG hsa05142 Chagas disease 31/1614 102/8135 0.007031 0.03023 0.02001 MYD88/GNAQ/MAPK13/GNAI2/FADD/TLR2/GNA15/CCL5/CXCL8/GNAI3/IKBKG/PIK3CD/TNFRSF1A/IRAK1/FAS/C1QB/GNAL/IRAK4/IFNGR1/NFKBIA/MAPK1/C1QA/CD3D/AKT1/TLR4/CCL2/AKT2/PLCB4/FOS/TLR6/MAPK12 31 KEGG hsa04144 Endocytosis 66/1614 251/8135 0.007061 0.03023 0.02001 WIPF1/ARPC5/ACTR2/AMPH/HLA-A/CAPZA1/SMAP2/SMAD3/HLA-F/HLA-C/HGS/HLA-G/CAPZB/CCR5/CXCR4/CAV3/GRK5/ARPC1B/PRKCZ/CDC42/ACAP2/SH3GL3/ZFYVE9/MVB12A/PARD3/HLA-E/WIPF3/ARF4/ARFGAP3/ACTR3/HLA-B/HSPA6/RAB8A/ARPC2/RAB5C/BIN1/VPS37B/ARF3/STAMBP/EHD3/EGFR/ARPC3/ZFYVE16/SNX12/SH3GL2/ZFYVE27/PDGFRA/CHMP1A/STAM2/NEDD4/ARPC4/LDLRAP1/ARAP1/IQSEC2/ARRB2/CLTCL1/SH3KBP1/RAB31/EPS15L1/ASAP1/PARD6A/USP8/WWP1/CBL/CLTA/AP2S1 66 KEGG hsa04071 Sphingolipid signaling pathway 35/1614 119/8135 0.007681 0.03247 0.02149 NRAS/RAC2/GNAQ/MAPK13/GNAI2/FCER1A/BAX/TRADD/PRKCZ/CERS2/CTSD/FCER1G/GNAI3/SPHK1/PIK3CD/GNA12/TNFRSF1A/PTEN/BID/ROCK2/SMPD2/CERS6/TP53/PRKCB/SGPL1/MAPK1/AKT1/CERS5/AKT2/PLCB4/PPP2R3A/SPHK2/BCL2/MAPK12/DEGS1 35 KEGG hsa03060 Protein export 10/1614 23/8135 0.00835 0.03429 0.02269 SPCS3/SEC61B/SEC61A1/SRPRB/SPCS2/SPCS1/SRP19/IMMP2L/HSPA5/SEC11C 10 KEGG hsa04964 Proximal tubule bicarbonate reclamation 10/1614 23/8135 0.00835 0.03429 0.02269 ATP1A2/SLC4A4/PCK2/GLS/ATP1B4/CA4/ATP1A1/SLC25A10/ATP1B3/ATP1B2 10 KEGG hsa04918 Thyroid hormone synthesis 24/1614 75/8135 0.008418 0.03429 0.02269 PRKACB/ATP1A2/PDIA4/GNAQ/CREB3/ATP1B4/ASGR1/DUOX2/ADCY7/HSP90B1/ADCY9/GPX8/PRKCB/CREB3L2/ATP1A1/HSPA5/CANX/SLC5A5/CGA/GPX1/TTF2/PLCB4/ATP1B3/ATP1B2 24 KEGG hsa00030 Pentose phosphate pathway 12/1614 30/8135 0.00878 0.0351 0.02323 PGM2/PGLS/PFKL/G6PD/FBP2/RPE/PFKM/RGN/FBP1/DERA/TKT/TKTL2 12 KEGG hsa04152 AMPK signaling pathway 35/1614 120/8135 0.008828 0.0351 0.02323 ADIPOQ/PRKAA2/PRKAB2/PCK2/CREB3/ACACB/PPARGC1A/PFKL/CD36/PIK3CD/FBP2/RAB8A/SCD/LEP/EIF4EBP1/CCNA2/MLYCD/PFKM/ADRA1A/CREB3L2/RPS6KB2/HMGCR/FASN/CAMKK2/CCND1/FBP1/SCD5/PRKAG2/SLC2A4/ACACA/AKT1/G6PC2/AKT2/PPP2R3A/PRKAG3 35 KEGG hsa05219 Bladder cancer 15/1614 41/8135 0.009319 0.03662 0.02423 NRAS/TYMP/RPS6KA5/MMP9/EGF/CXCL8/CDKN1A/MMP1/CDK4/E2F3/EGFR/TP53/RASSF1/CCND1/MAPK1 15 KEGG hsa04926 Relaxin signaling pathway 37/1614 129/8135 0.009636 0.03742 0.02477 PRKACB/NRAS/COL4A5/GRB2/MAPK13/GNAI2/MMP9/MMP13/GNA15/CREB3/PRKCZ/COL4A6/GNB2/GNAI3/ADCY7/SHC1/PIK3CD/MMP1/EDNRB/EDN1/ADCY9/EGFR/CREB3L2/NFKBIA/RLN1/MAPK1/GNG11/COL1A2/ARRB2/AKT1/RXFP2/COL3A1/AKT2/PLCB4/COL4A4/FOS/MAPK12 37 KEGG hsa04971 Gastric acid secretion 24/1614 76/8135 0.01005 0.03857 0.02553 PRKACB/ATP1A2/GNAQ/GNAI2/EZR/ATP1B4/GNAI3/ADCY7/MYLK3/KCNJ15/CCKBR/MYLK2/ADCY9/PRKCB/CAMK2B/ATP1A1/CALML6/MYLK4/PLCB4/ATP1B3/ATP1B2/CAMK2G/CAMK2A/SLC26A7 24 KEGG hsa05320 Autoimmune thyroid disease 18/1614 53/8135 0.011 0.04175 0.02763 HLA-A/HLA-F/HLA-C/HLA-G/HLA-DPB1/HLA-E/HLA-DMB/HLA-B/CD86/HLA-DMA/FAS/HLA-DRB4/IFNA7/CD80/CD40/HLA-DPA1/CGA/HLA-DRA 18 KEGG hsa04722 Neurotrophin signaling pathway 34/1614 119/8135 0.0135 0.05067 0.03354 NRAS/RPS6KA5/GRB2/IRAK3/MAPK13/BAX/CDC42/RPS6KA1/PRKCD/MAP3K3/NFKBIE/BDNF/SHC1/PIK3CD/IRAK1/RIPK2/TP53/IRAK4/CAMK2B/NFKBIA/MAPK1/CALML6/SH2B3/RAP1B/AKT1/GAB1/AKT2/SH2B2/BCL2/CAMK2G/CAMK2A/NTRK3/MAPK12/IRAK2 34 KEGG hsa05210 Colorectal cancer 26/1614 86/8135 0.0138 0.05069 0.03355 DDB2/NRAS/RAC2/GRB2/SMAD3/EGF/BAX/CDKN1A/RALA/PIK3CD/PMAIP1/EGFR/TP53/RPS6KB2/CASP9/BAK1/CCND1/MAPK1/CYCS/RALGDS/AKT1/TCF7L1/AKT2/FOS/BCL2/GADD45A 26 KEGG hsa05213 Endometrial cancer 19/1614 58/8135 0.01381 0.05069 0.03355 DDB2/NRAS/GRB2/EGF/CTNNA3/BAX/CDKN1A/PIK3CD/PTEN/EGFR/TP53/CASP9/BAK1/CCND1/MAPK1/AKT1/TCF7L1/AKT2/GADD45A 19 KEGG hsa04612 Antigen processing and presentation 24/1614 78/8135 0.01407 0.05073 0.03357 TAP1/HLA-A/HLA-F/HLA-C/HLA-G/CTSB/HLA-DPB1/HLA-E/HLA-DMB/HLA-B/HSPA6/CTSL/HLA-DMA/PDIA3/HLA-DRB4/HSP90AB1/PSME1/HSPA5/HLA-DPA1/TAP2/CANX/HLA-DRA/KIR3DL1/CTSS 24 KEGG hsa04630 JAK-STAT signaling pathway 44/1614 162/8135 0.01412 0.05073 0.03357 FHL1/IL17D/STAT1/GRB2/IL21R/IL10RA/EGF/IRF9/IL4R/GHR/PIAS3/IL7R/CSF2RB/CDKN1A/PIK3CD/TYK2/LEP/OSMR/CCND2/JAK3/IFNA7/EGFR/CSF2/IFNAR2/SOCS7/IFNGR1/PDGFRA/STAM2/PTPN6/CCND3/IFNAR1/CCND1/IL10RB/IL27RA/CSF2RA/IL15/STAT6/AKT1/AKT2/SOCS1/MCL1/BCL2/LIFR/STAT5A 44 KEGG hsa04215 Apoptosis - multiple species 12/1614 32/8135 0.01554 0.0552 0.03654 BOK/FADD/BAX/PMAIP1/TNFRSF1A/BID/BIRC3/HTRA2/CASP9/BAK1/CYCS/BCL2 12 KEGG hsa04066 HIF-1 signaling pathway 31/1614 109/8135 0.01896 0.06626 0.04386 TIMP1/EGF/HK3/CDKN1A/PFKL/ENO3/PIK3CD/ENO2/CYBB/EIF4EBP1/EDN1/PFKM/EGFR/PRKCB/RPS6KB2/CAMK2B/ENO1/IFNGR1/PDK1/LDHAL6A/HIF1A/MAPK1/FLT1/SLC2A1/AKT1/TLR4/ANGPT1/AKT2/BCL2/CAMK2G/CAMK2A 31 KEGG hsa04110 Cell cycle 35/1614 126/8135 0.01905 0.06626 0.04386 BUB3/SMAD3/MCM5/CHEK1/CDKN1A/CDC25B/CCNE2/ORC2/CDK4/CCND2/E2F3/PCNA/PTTG1/CCNB1/CCNA2/HDAC1/CDC20/CDK1/TP53/DBF4/TTK/MCM2/CDC7/CCND3/CCND1/MCM6/MCM3/BUB1B/ORC5/YWHAZ/CDC14B/YWHAB/CCNB2/GADD45A/MAD1L1 35 KEGG hsa04371 Apelin signaling pathway 38/1614 139/8135 0.01938 0.06672 0.04415 PRKACB/NRAS/SPP1/GNAQ/PRKAA2/GNAI2/SMAD3/PLIN1/SLC8A3/PRKAB2/RYR3/MYL2/GNB2/PPARGC1A/GNAI3/RYR1/SPHK1/ADCY7/MYLK3/MYL3/MYLK2/MEF2C/ADCY9/RPS6KB2/HDAC4/CCND1/MAPK1/GNG11/CALML6/MYLK4/PRKAG2/AKT1/AKT2/PLCB4/SPHK2/EGR1/PRKAG3/PIK3R6 38 KEGG hsa05215 Prostate cancer 28/1614 97/8135 0.02051 0.06989 0.04626 NRAS/GRB2/MMP9/AR/EGF/CREB3/CDKN1A/IKBKG/CCNE2/PIK3CD/PTEN/HSP90B1/MMP3/E2F3/EGFR/TP53/HSP90AB1/CREB3L2/CASP9/PDGFRA/NFKBIA/CCND1/MAPK1/GSTP1/AKT1/TCF7L1/AKT2/BCL2 28 KEGG hsa04912 GnRH signaling pathway 27/1614 93/8135 0.02101 0.07087 0.04691 PRKACB/NRAS/GRB2/GNAQ/MAPK13/CDC42/CACNA1S/PRKCD/MAP3K3/ADCY7/PLA2G4C/PLA2G4F/ADCY9/EGFR/PRKCB/CAMK2B/MAP3K4/MAPK1/CALML6/CACNA1D/CGA/PLCB4/CAMK2G/CAMK2A/EGR1/MAPK12/PLA2G4A 27 KEGG hsa05216 Thyroid cancer 13/1614 37/8135 0.02141 0.0715 0.04732 DDB2/NRAS/RXRG/BAX/TPM3/CDKN1A/CCDC6/TP53/BAK1/CCND1/MAPK1/TCF7L1/GADD45A 13 KEGG hsa01232 Nucleotide metabolism 25/1614 85/8135 0.02195 0.07236 0.04789 TYMP/RRM2/ENTPD3/PNP/UPP1/IMPDH1/DCK/NT5C1A/AMPD2/CANT1/AK3/DGUOK/AMPD1/NME3/ASMTL/GDA/CMPK1/DUT/NME1/TYMS/DTYMK/GUK1/NME7/TK1/TK2 25 KEGG hsa00531 Glycosaminoglycan degradation 8/1614 19/8135 0.0221 0.07236 0.04789 HPSE/IDUA/HYAL4/GUSB/ARSB/NAGLU/HEXB/GALNS 8 KEGG hsa04216 Ferroptosis 14/1614 41/8135 0.02236 0.07251 0.04799 GSS/CYBB/SLC40A1/ACSL3/STEAP3/PCBP2/TP53/FTL/ATG7/SLC11A2/ACSL5/SAT2/FTH1/SAT1 14 KEGG hsa05100 Bacterial invasion of epithelial cells 23/1614 77/8135 0.02279 0.07318 0.04843 ARPC5/HCLS1/ACTR2/ITGB1/RHOG/CTNNA3/CAV3/ARPC1B/CDC42/SHC1/PIK3CD/ACTR3/ARPC2/ITGA5/ARPC3/ELMO1/WASF2/ARPC4/CLTCL1/GAB1/CBL/CLTA/ELMO2 23 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 17/1614 53/8135 0.02374 0.0755 0.04997 PRKACB/ATP1A2/GNAQ/SLC8A3/ATP1B4/ADCY9/PRKCB/ATP1A1/CLTCL1/VDR/PLCB4/ATP2B1/ATP1B3/ATP1B2/CLTA/ATP2B2/AP2S1 17 KEGG hsa04910 Insulin signaling pathway 37/1614 137/8135 0.02503 0.07888 0.05221 PRKACB/NRAS/GRB2/PRKAA2/PRKAB2/PCK2/PHKA1/PPP1R3A/PYGM/PRKCZ/HK3/ACACB/PPARGC1A/SHC1/PIK3CD/INPP5A/FBP2/SORBS1/PRKAR2B/EIF4EBP1/RPS6KB2/FASN/PPP1CA/MAPK1/CALML6/FBP1/PRKAG2/SLC2A4/ACACA/AKT1/G6PC2/AKT2/SOCS1/SH2B2/TRIP10/PRKAG3/CBL 37 KEGG hsa04917 Prolactin signaling pathway 21/1614 70/8135 0.02741 0.08556 0.05663 NRAS/IRF1/STAT1/GRB2/MAPK13/TNFSF11/SHC1/PIK3CD/LHCGR/CCND2/SOCS7/CCND1/MAPK1/GALT/CGA/AKT1/AKT2/SOCS1/FOS/MAPK12/STAT5A 21 KEGG hsa00240 Pyrimidine metabolism 18/1614 58/8135 0.02834 0.08624 0.05708 TYMP/RRM2/ENTPD3/CAD/UPP1/DCK/NT5C1A/CANT1/NME3/ASMTL/CMPK1/DUT/NME1/TYMS/DTYMK/NME7/TK1/TK2 18 KEGG hsa05144 Malaria 16/1614 50/8135 0.02836 0.08624 0.05708 ITGB2/MYD88/THBS2/TLR2/SDC1/THBS3/CXCL8/CD36/LRP1/CD81/IL18/CD40/SELE/TLR4/CCL2/KLRB1 16 KEGG hsa04931 Insulin resistance 30/1614 108/8135 0.0284 0.08624 0.05708 PRKAA2/PRKAB2/PCK2/PPP1R3A/CREB3/PYGM/PRKCZ/ACACB/RPS6KA1/PPARGC1A/PRKCD/CD36/PIK3CD/TNFRSF1A/PTEN/MLXIPL/PRKCQ/PRKCB/CREB3L2/RPS6KB2/NFKBIA/TBC1D4/PPP1CA/PRKAG2/SLC2A4/SLC2A1/AKT1/G6PC2/AKT2/PRKAG3 30 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 28/1614 100/8135 0.03027 0.09109 0.06028 CXCL13/IL10RA/CCR5/CXCR4/CCL5/CCL4/CCL18/TNFSF10/CXCL8/CXCL10/TNFRSF1A/TNFRSF1B/CXCL3/CCR1/CXCL9/CXCL14/CCL8/CXCL6/CSF1R/TNFRSF10D/CXCL1/IL18/CCL7/IL10RB/CCR2/CCL2/CCR7/CXCL11 28 KEGG hsa05418 Fluid shear stress and atherosclerosis 37/1614 139/8135 0.03095 0.09231 0.06109 RAC2/PRKAA2/MAPK13/MMP9/NCF2/SDC1/CYBA/CAV3/PRKCZ/IKBKG/NCF1/PIK3CD/TNFRSF1A/HSP90B1/CTSL/EDN1/MEF2C/TP53/HSP90AB1/MIR10A/MGST3/GSTM1/BMPR1A/CALML6/SELE/GSTM2/IL1R1/GSTO1/GSTP1/SQSTM1/SUMO3/AKT1/CCL2/AKT2/FOS/BCL2/MAPK12 37 KEGG hsa04658 Th1 and Th2 cell differentiation 26/1614 92/8135 0.03218 0.09512 0.06295 STAT1/MAPK13/IL4R/HLA-DPB1/IKBKG/NFKBIE/TYK2/HLA-DMB/HLA-DMA/JAK3/HLA-DRB4/PRKCQ/IFNGR1/RUNX3/NFKBIA/MAPK1/HLA-DPA1/CD3D/PPP3R1/STAT6/FOS/LAT/HLA-DRA/MAF/MAPK12/STAT5A 26 KEGG hsa04623 Cytosolic DNA-sensing pathway 19/1614 63/8135 0.03302 0.09675 0.06403 PYCARD/RIPK1/AIM2/ADAR/CCL5/CCL4/CXCL10/IKBKG/IFNA7/DDX58/RIPK3/NFKBIA/IL18/IRF3/IL33/POLR3H/POLR1C/IRF7/POLR2H 19 KEGG hsa04068 FoxO signaling pathway 35/1614 131/8135 0.03337 0.09692 0.06414 NRAS/GRB2/PRKAA2/MAPK13/SMAD3/BCL6/EGF/PRKAB2/PCK2/FOXO6/IL7R/TNFSF10/CDKN1A/PIK3CD/PTEN/CCND2/CCNB1/EGFR/HOMER1/FBXO32/CCND1/MAPK1/PRKAG2/SLC2A4/AKT1/CSNK1E/G6PC2/AKT2/RAG1/STK4/MAPK12/CCNB2/PRKAG3/GADD45A/NLK 35 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 9/1614 24/8135 0.03429 0.09874 0.06535 HS6ST3/XYLT2/HS3ST5/B4GALT7/NDST4/NDST2/B3GAT3/B3GALT6/HS2ST1 9 KEGG hsa05220 Chronic myeloid leukemia 22/1614 76/8135 0.03597 0.1027 0.06796 DDB2/NRAS/GRB2/SMAD3/BAX/CDKN1A/IKBKG/SHC1/PIK3CD/CDK4/E2F3/HDAC1/TP53/NFKBIA/BAK1/CCND1/MAPK1/AKT1/AKT2/CBL/STAT5A/GADD45A 22 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 22/1614 77/8135 0.04124 0.1167 0.07726 SGCG/ITGB1/DES/SLC8A3/ACTN2/CTNNA3/CACNA1S/CACNA2D1/CACNG1/DSC2/CACNB1/ATP2A1/ITGA5/SGCA/DMD/ITGA7/ITGA1/LAMA2/ACTN3/CACNA1D/TCF7L1/GJA1 22 KEGG hsa05321 Inflammatory bowel disease 19/1614 65/8135 0.04465 0.1253 0.08295 STAT1/SMAD3/IL21R/TLR2/IL4R/RORC/HLA-DPB1/NOD2/HLA-DMB/HLA-DMA/HLA-DRB4/IFNGR1/IL18/HLA-DPA1/STAT6/TLR5/TLR4/HLA-DRA/MAF 19 KEGG hsa05134 Legionellosis 17/1614 57/8135 0.04665 0.1298 0.08593 ITGB2/PYCARD/MYD88/TLR2/CXCL8/HSPA6/CXCL3/EEF1A2/CASP9/CXCL1/NFKBIA/IL18/ITGAM/CYCS/TLR5/TLR4/CD14 17 KEGG hsa00051 Fructose and mannose metabolism 11/1614 33/8135 0.04796 0.1308 0.08655 PMM2/AKR1B10/GMDS/GMPPA/HK3/PFKL/FBP2/TSTA3/PFKM/FBP1/PMM1 11 KEGG hsa04130 SNARE interactions in vesicular transport 11/1614 33/8135 0.04796 0.1308 0.08655 GOSR2/VTI1A/BET1/YKT6/STX4/BET1L/STX1A/GOSR1/STX7/VAMP8/VAMP4 11 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 15/1614 49/8135 0.04816 0.1308 0.08655 NAGK/PMM2/GMDS/PGM2/GMPPA/HK3/NPL/TSTA3/NANS/PGM3/GNPNAT1/GALT/GNPDA1/HEXB/PMM1 15 KEGG hsa01250 Biosynthesis of nucleotide sugars 12/1614 37/8135 0.04864 0.131 0.0867 NAGK/PMM2/GMDS/PGM2/GMPPA/HK3/TSTA3/NANS/PGM3/GNPNAT1/GALT/PMM1 12 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 20/1614 70/8135 0.05001 0.1336 0.08844 CSK/TCIRG1/MAPK13/CCL5/ATP6AP1/CDC42/LYN/CXCL8/IKBKG/CXCL3/ATP6V1A/ATP6V0B/EGFR/CXCL1/NFKBIA/TJP1/ADAM10/ATP6V1C1/ATP6V1B2/MAPK12 20 KEGG hsa04024 cAMP signaling pathway 54/1614 221/8135 0.05197 0.1378 0.09118 NPY1R/PRKACB/VIP/PLN/ATP1A2/RAC2/GNAI2/ACOX3/VAV3/CREB3/ATP1B4/CACNA1S/FXYD1/GNAI3/CNGA1/BDNF/ADCY7/PIK3CD/LHCGR/NPR1/ATP2A1/EDN1/ROCK2/CRHR1/ADCY9/PPP1R1B/CREB3L2/CAMK2B/VAV1/CRH/PTGER3/NFKBIA/PPP1CA/RAPGEF3/ATP1A1/MAPK1/CALML6/CACNA1D/RAP1B/CGA/AKT1/PTCH1/AKT2/FOS/ATP2B1/ATP1B3/ATP1B2/CAMK2G/MYL9/CAMK2A/GLI3/PLCE1/ATP2B2/CHRM2 54 KEGG hsa04916 Melanogenesis 27/1614 101/8135 0.05606 0.1467 0.09707 PRKACB/NRAS/GNAQ/GNAI2/FZD2/CREB3/GNAI3/ADCY7/FZD1/EDNRB/EDN1/TYRP1/ADCY9/FZD4/PRKCB/CREB3L2/CAMK2B/WNT11/MAPK1/WNT9A/CALML6/WNT8A/TCF7L1/PLCB4/CAMK2G/CAMK2A/WNT8B 27 KEGG hsa04979 Cholesterol metabolism 15/1614 50/8135 0.05664 0.1467 0.09707 APOB/PLTP/SOAT1/NPC2/CD36/LRP1/VAPA/TSPO/LPL/ABCB11/NCEH1/OSBPL5/LDLRAP1/APOE/LIPG 15 KEGG hsa05110 Vibrio cholerae infection 15/1614 50/8135 0.05664 0.1467 0.09707 PRKACB/TCIRG1/PDIA4/SEC61B/KDELR2/SEC61A1/ATP6AP1/KDELR1/ATP6V1A/ATP6V0B/ADCY9/TJP1/ATP6V1C1/ATP6V1B2/KDELR3 15 KEGG hsa04520 Adherens junction 20/1614 71/8135 0.05712 0.1468 0.09713 LMO7/RAC2/SMAD3/PTPRB/CTNNA3/CDC42/PARD3/SORBS1/FER/EGFR/IQGAP1/PTPN6/TJP1/WASF2/MAPK1/SNAI2/TCF7L1/CSNK2B/NLK/ACTN1 20 KEGG hsa05340 Primary immunodeficiency 12/1614 38/8135 0.05872 0.1481 0.09802 TAP1/IL7R/IKBKG/BTK/BLNK/JAK3/PTPRC/CD40/TAP2/CD3D/DCLRE1C/RAG1 12 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 6/1614 15/8135 0.05884 0.1481 0.09802 GLA/NAGA/GBGT1/FUT9/HEXB/FUT1 6 KEGG hsa05221 Acute myeloid leukemia 19/1614 67/8135 0.05898 0.1481 0.09802 NRAS/GRB2/BCL2A1/IKBKG/PIK3CD/EIF4EBP1/CCNA2/CSF2/CSF1R/RPS6KB2/FCGR1A/CCND1/MAPK1/ITGAM/AKT1/TCF7L1/AKT2/CD14/STAT5A 19 KEGG hsa04370 VEGF signaling pathway 17/1614 59/8135 0.06264 0.1561 0.1033 NRAS/RAC2/MAPK13/CDC42/SPHK1/PIK3CD/PLA2G4C/PLA2G4F/PRKCB/CASP9/MAPK1/PPP3R1/AKT1/AKT2/SPHK2/MAPK12/PLA2G4A 17 KEGG hsa05218 Melanoma 20/1614 72/8135 0.06491 0.1595 0.1055 DDB2/NRAS/EGF/BAX/CDKN1A/FGF4/PIK3CD/PTEN/CDK4/E2F3/EGFR/TP53/PDGFRA/BAK1/CCND1/MAPK1/FGF20/AKT1/AKT2/GADD45A 20 KEGG hsa05231 Choline metabolism in cancer 26/1614 98/8135 0.06494 0.1595 0.1055 NRAS/RAC2/GRB2/SLC22A3/EGF/PIK3CD/PLA2G4C/DGKK/EIF4EBP1/PLA2G4F/SLC22A1/EGFR/PRKCB/RPS6KB2/PDGFRA/HIF1A/WASF2/MAPK1/SLC44A2/DGKA/RALGDS/AKT1/AKT2/DGKQ/FOS/PLA2G4A 26 KEGG hsa05224 Breast cancer 37/1614 147/8135 0.06585 0.1605 0.1062 DDB2/NRAS/GRB2/TNFSF11/EGF/FZD2/BAX/CDKN1A/FGF4/SHC1/PIK3CD/HEY1/PTEN/NCOA1/FZD1/CDK4/E2F3/LRP5/EGFR/FZD4/TP53/RPS6KB2/WNT11/HEYL/BAK1/CCND1/MAPK1/WNT9A/WNT8A/FGF20/AKT1/TCF7L1/AKT2/FOS/GADD45A/CSNK1A1/WNT8B 37 KEGG hsa04974 Protein digestion and absorption 27/1614 103/8135 0.06918 0.1674 0.1108 COL4A5/ATP1A2/COL23A1/SLC8A3/COL4A6/ATP1B4/ACE2/COL6A2/SLC15A1/SLC7A7/COL5A2/COL5A1/SLC36A4/COL6A3/KCNN4/COL6A6/COL24A1/ATP1A1/COL16A1/COL1A2/COL3A1/COL4A4/ATP1B3/ATP1B2/COL11A1/COL9A1/SLC1A5 27 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 9/1614 27/8135 0.07026 0.1688 0.1117 FUT4/B3GNT5/B3GALT1/B4GALT4/FUT5/FUT9/B4GALT3/ABO/FUT1 9 KEGG hsa00052 Galactose metabolism 10/1614 31/8135 0.07092 0.1692 0.112 AKR1B10/GALM/PGM2/GLA/HK3/PFKL/PFKM/GAA/GALT/G6PC2 10 KEGG hsa04730 Long-term depression 17/1614 60/8135 0.0719 0.1703 0.1127 NRAS/GNAQ/GNAI2/LYN/GNAI3/RYR1/GNA12/PLA2G4C/CRHR1/PLA2G4F/GUCY1A2/PRKCB/CRH/PRKG1/MAPK1/PLCB4/PLA2G4A 17 KEGG hsa04911 Insulin secretion 23/1614 86/8135 0.07326 0.1723 0.114 PRKACB/ATP1A2/GNAQ/KCNN2/CREB3/ATP1B4/CACNA1S/ADCY7/ADCY9/KCNN4/PRKCB/CREB3L2/CAMK2B/ATP1A1/CACNA1D/STX1A/PCLO/SLC2A1/PLCB4/ATP1B3/ATP1B2/CAMK2G/CAMK2A 23 KEGG hsa04923 Regulation of lipolysis in adipocytes 16/1614 56/8135 0.07424 0.1734 0.1148 NPY1R/PRKACB/GNAI2/FABP4/PLIN1/GNAI3/ADCY7/PIK3CD/NPR1/MGLL/ADCY9/PTGER3/PRKG1/CGA/AKT1/AKT2 16 KEGG hsa05226 Gastric cancer 37/1614 149/8135 0.07781 0.1805 0.1194 DDB2/NRAS/GRB2/SMAD3/EGF/RXRG/CTNNA3/FZD2/BAX/CDKN1A/FGF4/CCNE2/SHC1/PIK3CD/FZD1/E2F3/LRP5/EGFR/FZD4/TP53/RPS6KB2/WNT11/BAK1/CCND1/MAPK1/WNT9A/WNT8A/FGF20/AKT1/GAB1/TCF7L1/AKT2/BCL2/CDH17/GADD45A/CSNK1A1/WNT8B 37 KEGG hsa05225 Hepatocellular carcinoma 41/1614 168/8135 0.08294 0.191 0.1264 DDB2/NRAS/GRB2/SMAD3/DPF3/FZD2/BAX/CDKN1A/SHC1/PIK3CD/PTEN/FZD1/CDK4/E2F3/LRP5/EGFR/FZD4/TP53/PRKCB/MGST3/RPS6KB2/GSTM1/SMARCA2/SMARCD2/WNT11/BAK1/CCND1/MAPK1/WNT9A/GSTM2/WNT8A/GSTO1/GSTP1/AKT1/GAB1/TCF7L1/AKT2/ACTL6A/GADD45A/CSNK1A1/WNT8B 41 KEGG hsa04934 Cushing syndrome 38/1614 155/8135 0.08736 0.1998 0.1323 PRKACB/PDE11A/GNAQ/GNAI2/MEN1/FZD2/CREB3/CACNA1S/CDKN1A/GNAI3/ADCY7/CCNE2/FZD1/CDK4/E2F3/CRHR1/ADCY9/KCNA4/EGFR/FZD4/CREB3L2/CAMK2B/CRH/WNT11/NCEH1/CCND1/MAPK1/WNT9A/CACNA1D/WNT8A/RAP1B/TCF7L1/PLCB4/CAMK2G/USP8/CAMK2A/HSD3B2/WNT8B 38 KEGG hsa04672 Intestinal immune network for IgA production 14/1614 49/8135 0.09104 0.2069 0.1369 TNFSF13B/CXCR4/HLA-DPB1/TNFSF13/HLA-DMB/CD86/HLA-DMA/HLA-DRB4/CD80/TNFRSF17/CD40/HLA-DPA1/IL15/HLA-DRA 14 KEGG hsa05146 Amoebiasis 26/1614 102/8135 0.09677 0.2184 0.1445 PRKACB/COL4A5/ITGB2/GNAQ/TLR2/GNA15/COL4A6/CXCL8/PIK3CD/CXCL3/RAB5C/GNAL/CSF2/PRKCB/LAMA2/CXCL1/IL1R1/COL1A2/ITGAM/LAMA3/TLR4/COL3A1/PLCB4/COL4A4/CD14/ACTN1 26 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 11/1614 37/8135 0.09956 0.2232 0.1477 CAD/ASPA/GLS/PPAT/ALDH5A1/NAT8L/GLUL/ASL/GAD2/IL4I1/GPT2 11 KEGG hsa04211 Longevity regulating pathway 23/1614 89/8135 0.1003 0.2234 0.1478 PRKACB/NRAS/ADIPOQ/PRKAA2/PRKAB2/BAX/CREB3/PPARGC1A/ADCY7/PIK3CD/EIF4EBP1/ADCY9/ATG101/TP53/SESN2/CREB3L2/RPS6KB2/CAMKK2/EHMT2/PRKAG2/AKT1/AKT2/PRKAG3 23 KEGG hsa04151 PI3K-Akt signaling pathway 80/1614 354/8135 0.1046 0.2299 0.1521 ERBB4/RELN/NRAS/COL4A5/SPP1/EFNA4/GRB2/PRKAA2/THBS2/ITGB1/EGF/PIK3AP1/TLR2/IL4R/PCK2/GHR/SYK/CREB3/COL4A6/IL7R/GNB2/THBS3/CDKN1A/IKBKG/FGF4/BDNF/COL6A2/CCNE2/PIK3CD/PTEN/HSP90B1/MAGI1/CDK4/TNC/OSMR/CCND2/EIF4EBP1/JAK3/ITGA5/IFNA7/COL6A3/EGFR/ITGA7/TP53/HSP90AB1/IFNAR2/CSF1R/ITGA1/LAMA2/CREB3L2/RPS6KB2/ERBB3/CASP9/COL6A6/PDGFRA/CCND3/IFNAR1/CCND1/MAPK1/GNG11/COL1A2/TNN/FLT1/FGF20/AKT1/LAMA3/TLR4/ANGPT1/IBSP/G6PC2/AKT2/COL4A4/PPP2R3A/MCL1/YWHAZ/BCL2/YWHAB/COL9A1/PIK3R6/CHRM2 80 KEGG hsa00770 Pantothenate and CoA biosynthesis 7/1614 21/8135 0.1046 0.2299 0.1521 AASDHPPT/GADL1/PANK1/COASY/PPCDC/ALDH1B1/ALDH3A2 7 KEGG hsa04810 Regulation of actin cytoskeleton 51/1614 218/8135 0.1075 0.2334 0.1545 NRAS/ITGB2/ARPC5/ACTR2/RAC2/ITGB1/EGF/EZR/CXCR4/VAV3/FGD3/ARPC1B/MYL2/CDC42/FGF4/PIK3CD/GNA12/ACTR3/ARPC2/MYLPF/MYLK3/ITGAX/MYLK2/ROCK2/ITGA5/ARHGEF6/EGFR/ARPC3/ITGA7/ITGA1/IQGAP1/VAV1/CFL2/PDGFRA/SSH1/IQGAP3/PFN1/PPP1CA/WASF2/MAPK1/ARPC4/ITGAM/MYLK4/FGF20/NCKAP1L/PIP4K2B/MYL9/CHRM2/ACTN1/MSN/ARHGEF12 51 KEGG hsa04310 Wnt signaling pathway 40/1614 167/8135 0.1076 0.2334 0.1545 PRKACB/RAC2/SMAD3/TLE3/FZD2/WIF1/CTNND2/FZD1/CCND2/LGR5/ROCK2/LRP5/FZD4/TP53/PRKCB/RUVBL1/CAMK2B/PORCN/VANGL1/WNT11/CCND3/CCND1/WNT9A/ROR1/ROR2/WNT8A/CXXC4/PPP3R1/SFRP1/CSNK1E/TCF7L1/PLCB4/TLE2/CAMK2G/CAMK2A/CSNK2B/RSPO2/CSNK1A1/NLK/WNT8B 40 KEGG hsa04725 Cholinergic synapse 28/1614 113/8135 0.1154 0.2487 0.1646 PRKACB/NRAS/GNAQ/GNAI2/CREB3/CACNA1S/GNB2/GNAI3/KCNQ4/ADCY7/PIK3CD/ADCY9/PRKCB/CREB3L2/CAMK2B/SLC18A3/MAPK1/GNG11/CACNA1D/AKT1/AKT2/PLCB4/FOS/BCL2/CAMK2G/CAMK2A/PIK3R6/CHRM2 28 KEGG hsa04015 Rap1 signaling pathway 49/1614 210/8135 0.1166 0.2497 0.1652 NRAS/ITGB2/RAC2/EFNA4/GNAQ/MAPK13/GNAI2/RASSF5/ITGB1/EGF/VAV3/PRKCZ/CDC42/GNAI3/RALA/FGF4/PARD3/ADCY7/PIK3CD/TLN2/MAGI1/FPR1/EVL/ADCY9/EGFR/TLN1/PRKCB/CSF1R/LCP2/VAV1/PDGFRA/PFN1/RAPGEF3/MAPK1/CALML6/ITGAM/FLT1/RALGDS/RAP1B/FGF20/AKT1/ANGPT1/PARD6A/AKT2/PLCB4/LAT/VASP/PLCE1/MAPK12 49 KEGG hsa00920 Sulfur metabolism 4/1614 10/8135 0.1179 0.2498 0.1653 PAPSS1/PAPSS2/ETHE1/TST 4 KEGG hsa04060 Cytokine-cytokine receptor interaction 67/1614 295/8135 0.1189 0.2498 0.1653 BMP5/IL17D/CXCL16/IL17RA/IL21R/CXCL13/TNFSF11/IL10RA/TNFSF13B/IL4R/CCR5/CXCR4/GHR/INHBC/CCL5/IL7R/CCL4/CCL18/TNFSF10/CXCL8/CSF2RB/GDF10/CXCL10/MSTN/TNFSF13/TNFRSF1A/TNFRSF1B/EDAR/CXCL3/ACVR1C/FAS/LEP/OSMR/CCR1/CXCL9/CXCL14/IFNA7/CCL8/CSF2/TNFRSF17/AMHR2/IFNAR2/CXCL6/CSF1R/IFNGR1/TNFRSF10D/CXCL1/BMPR1A/TNFSF4/BMP3/IL18/CD40/IFNAR1/CCL7/IL1R1/IL10RB/IL33/CCR2/IL27RA/CSF2RA/IL15/IL27/CCL2/CCR7/TNFSF15/CXCL11/LIFR 67 KEGG hsa00330 Arginine and proline metabolism 14/1614 51/8135 0.1189 0.2498 0.1653 CKMT2/CKM/AGMAT/ALDH18A1/SRM/ALDH1B1/CARNS1/ALDH3A2/MAOA/SMS/P4HA3/SAT2/SAT1/MAOB 14 KEGG hsa00562 Inositol phosphate metabolism 19/1614 73/8135 0.12 0.2504 0.1657 PIK3CD/INPP5A/PTEN/PI4K2A/PLCD4/INPP5E/MTM1/MTMR6/MTMR4/INPP5J/INPP4A/CDIPT/PLCH2/PIP4K2B/MINPP1/PLCB4/PLCE1/INPP4B/PI4KB 19 KEGG hsa00514 Other types of O-glycan biosynthesis 13/1614 47/8135 0.1239 0.2555 0.1691 GALNT6/GALNT2/GXYLT2/COLGALT1/GALNT5/PLOD3/C1GALT1/GALNT1/GALNT8/POGLUT1/GALNT7/B4GALT3/GALNT9 13 KEGG hsa04973 Carbohydrate digestion and absorption 13/1614 47/8135 0.1239 0.2555 0.1691 ATP1A2/ATP1B4/HK3/PIK3CD/PRKCB/ATP1A1/CACNA1D/AKT1/G6PC2/AKT2/PLCB4/ATP1B3/ATP1B2 13 KEGG hsa05031 Amphetamine addiction 18/1614 69/8135 0.1255 0.2561 0.1695 PRKACB/CREB3/HDAC1/PPP1R1B/PRKCB/CREB3L2/CAMK2B/PPP1CA/CALML6/SLC18A1/CACNA1D/STX1A/PPP3R1/MAOA/FOS/CAMK2G/CAMK2A/MAOB 18 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 8/1614 26/8135 0.1264 0.2561 0.1695 PIGL/DPM2/PIGV/PIGB/PIGM/GPAA1/PIGZ/GPLD1 8 KEGG hsa00340 Histidine metabolism 7/1614 22/8135 0.1284 0.2561 0.1695 ASPA/HNMT/ALDH1B1/CARNS1/ALDH3A2/MAOA/MAOB 7 KEGG hsa04340 Hedgehog signaling pathway 15/1614 56/8135 0.1287 0.2561 0.1695 PRKACB/CSNK1D/IQCE/HHATL/CCND2/KIF3A/CSNK1G2/CCND1/ARRB2/PTCH1/CSNK1E/BCL2/GLI3/CSNK1A1/CUL3 15 KEGG hsa00061 Fatty acid biosynthesis 6/1614 18/8135 0.1288 0.2561 0.1695 ACACB/MECR/ACSL3/FASN/ACSL5/ACACA 6 KEGG hsa00511 Other glycan degradation 6/1614 18/8135 0.1288 0.2561 0.1695 MAN2B1/NEU1/FUCA2/MAN2B2/MANBA/HEXB 6 KEGG hsa00600 Sphingolipid metabolism 14/1614 52/8135 0.1345 0.2659 0.176 GLA/UGCG/NEU1/CERS2/SPHK1/SMPD2/CERS6/CERK/SGPL1/GALC/HEXB/CERS5/SPHK2/DEGS1 14 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 26/1614 106/8135 0.1374 0.2699 0.1786 PRKACB/GNAQ/GNAI2/RUNX2/TNFSF11/RXRG/MMP13/CREB3/CDKN1A/GNAI3/ADCY7/GNA12/MEF2C/LRP5/ADCY9/EGFR/PRKCB/CREB3L2/MAPK1/ARRB2/MAFB/VDR/PLCB4/FOS/BCL2/EGR1 26 KEGG hsa00410 beta-Alanine metabolism 9/1614 31/8135 0.1449 0.2814 0.1862 ACOX3/GADL1/MLYCD/ALDH1B1/AOC3/CARNS1/GAD2/ALDH3A2/HIBCH 9 KEGG hsa05310 Asthma 9/1614 31/8135 0.1449 0.2814 0.1862 FCER1A/HLA-DPB1/FCER1G/HLA-DMB/HLA-DMA/HLA-DRB4/CD40/HLA-DPA1/HLA-DRA 9 KEGG hsa03320 PPAR signaling pathway 19/1614 75/8135 0.1465 0.2829 0.1872 ADIPOQ/ACOX3/FABP4/PLIN1/PLTP/RXRG/PCK2/PLIN4/CD36/MMP1/SORBS1/SCD/FABP6/ACADL/ACSL3/LPL/SCD5/ACSL5/HMGCS2 19 KEGG hsa01522 Endocrine resistance 24/1614 98/8135 0.1508 0.2861 0.1893 PRKACB/NRAS/GRB2/MAPK13/MMP9/BAX/CDKN1A/ADCY7/SHC1/PIK3CD/CDK4/E2F3/ADCY9/EGFR/ABCB11/TP53/RPS6KB2/CCND1/MAPK1/AKT1/AKT2/FOS/BCL2/MAPK12 24 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 24/1614 98/8135 0.1508 0.2861 0.1893 PRKACB/GNAQ/MAPK13/TRPV2/P2RY2/PRKCD/ADCY7/PIK3CD/PLA2G4C/PLA2G4F/PRKCQ/ADCY9/PRKCB/CAMK2B/CYP2J2/PPP1CA/CALML6/IL1R1/HTR2A/PLCB4/CAMK2G/CAMK2A/MAPK12/PLA2G4A 24 KEGG hsa04925 Aldosterone synthesis and secretion 24/1614 98/8135 0.1508 0.2861 0.1893 PRKACB/ATP1A2/GNAQ/CREB3/ATP1B4/CACNA1S/ADCY7/NPR1/CAMK1D/ADCY9/PRKCB/CREB3L2/CAMK2B/ATP1A1/CALML6/CACNA1D/PLCB4/ATP2B1/ATP1B3/ATP1B2/CAMK2G/CAMK2A/HSD3B2/ATP2B2 24 KEGG hsa00983 Drug metabolism - other enzymes 20/1614 80/8135 0.1534 0.2894 0.1915 TYMP/RRM2/UPP1/IMPDH1/CYP2A6/NAT1/NME3/GUSB/MGST3/GSTM1/CMPK1/DUT/NME1/TPMT/NME7/GSTM2/TK1/TK2/GSTO1/GSTP1 20 KEGG hsa04012 ErbB signaling pathway 21/1614 85/8135 0.1598 0.2952 0.1954 ERBB4/NRAS/GRB2/EGF/CDKN1A/SHC1/PIK3CD/EIF4EBP1/EGFR/PRKCB/RPS6KB2/CAMK2B/ERBB3/MAPK1/AKT1/GAB1/AKT2/CAMK2G/CAMK2A/CBL/STAT5A 21 KEGG hsa04610 Complement and coagulation cascades 21/1614 85/8135 0.1598 0.2952 0.1954 C1R/ITGB2/PLAUR/C2/C6/SERPINA1/F8/C1QB/ITGAX/CFB/CD46/C1S/MBL2/C5AR1/SERPINA5/ITGAM/C1QA/CFHR3/C3AR1/CLU/VSIG4 21 KEGG hsa00512 Mucin type O-glycan biosynthesis 10/1614 36/8135 0.1609 0.2952 0.1954 GALNT6/GALNT2/GALNT5/C1GALT1/GCNT1/GALNT1/GALNT8/ST6GALNAC2/GALNT7/GALNT9 10 KEGG hsa00760 Nicotinate and nicotinamide metabolism 10/1614 36/8135 0.1609 0.2952 0.1954 PNP/SIRT7/NMNAT3/NMNAT2/NT5C1A/NADSYN1/SIRT5/NAPRT/NUDT12/SIRT2 10 KEGG hsa03030 DNA replication 10/1614 36/8135 0.1609 0.2952 0.1954 MCM5/PCNA/RNASEH2A/LIG1/MCM2/MCM6/MCM3/RFC2/RNASEH2B/FEN1 10 KEGG hsa00640 Propanoate metabolism 9/1614 32/8135 0.1681 0.3056 0.2022 ACOX3/ACACB/ACSS2/MLYCD/SUCLA2/LDHAL6A/ACACA/SUCLG2/HIBCH 9 KEGG hsa04660 T cell receptor signaling pathway 25/1614 104/8135 0.1686 0.3056 0.2022 NRAS/GRB2/MAPK13/VAV3/CDC42/IKBKG/NFKBIE/PIK3CD/CDK4/PRKCQ/PTPRC/CSF2/LCP2/VAV1/RASGRP1/PTPN6/NFKBIA/MAPK1/CD3D/PPP3R1/AKT1/AKT2/FOS/LAT/MAPK12 25 KEGG hsa05217 Basal cell carcinoma 16/1614 63/8135 0.1696 0.3056 0.2022 DDB2/FZD2/BAX/CDKN1A/FZD1/FZD4/TP53/WNT11/BAK1/WNT9A/WNT8A/PTCH1/TCF7L1/GLI3/GADD45A/WNT8B 16 KEGG hsa05202 Transcriptional misregulation in cancer 44/1614 193/8135 0.1702 0.3056 0.2022 DDB2/NFKBIZ/TSPAN7/MMP9/BCL2A1/RUNX2/BCL6/ID2/RXRG/MEN1/BAX/CXCL8/LYL1/CDKN1A/FUT8/MLF1/REL/ETV6/CD86/KLF3/PROM1/MMP3/CCND2/CCNA2/TLX1/BMP2K/HDAC1/BIRC3/MEF2C/BCL11B/CSF2/TP53/CSF1R/CD40/BAK1/FCGR1A/ITGAM/FLT1/DEFA6/CD14/HHEX/MAF/GADD45A/SSX2B 44 KEGG hsa04010 MAPK signaling pathway 65/1614 294/8135 0.1784 0.3187 0.2109 PRKACB/ERBB4/NRAS/RAC2/EFNA4/RPS6KA5/MYD88/GRB2/FLNC/MAPK13/EGF/MAPT/TRADD/CDC42/CACNA1S/CACNA2D1/RPS6KA1/IKBKG/CACNG1/CDC25B/FGF4/MAP3K3/BDNF/GNA12/TNFRSF1A/IRAK1/HSPA6/CACNB1/FAS/PLA2G4C/PLA2G4F/MEF2C/EGFR/TP53/PRKCB/CSF1R/IRAK4/DUSP5/ERBB3/RASGRP1/FLNA/PDGFRA/PTPN5/MAP3K4/MAP4K4/MAPK1/IL1R1/CACNA1D/ARRB2/MAP3K6/FLT1/RAP1B/PPP3R1/FGF20/AKT1/ANGPT1/AKT2/FOS/CD14/STK4/MAP4K1/MAPK12/GADD45A/NLK/PLA2G4A 65 KEGG hsa05171 Coronavirus disease - COVID-19 52/1614 232/8135 0.1797 0.3192 0.2113 C1R/STAT1/MYD88/TRAF3/MAPK13/IRF9/RPL22L1/TLR2/C2/C6/SYK/ADAR/ACE2/CXCL8/CXCL10/IKBKG/PIK3CD/RPL3L/MMP1/TNFRSF1A/IRAK1/TYK2/TLR8/MMP3/CYBB/C1QB/CFB/RPS27L/IFNA7/EGFR/CSF2/MX2/RPS15A/C1S/MBL2/IFNAR2/PRKCB/IRAK4/DDX58/C5AR1/NFKBIA/IFNAR1/MAPK1/IRF3/FCGR2A/C1QA/C3AR1/EIF2AK2/TLR4/CCL2/FOS/MAPK12 52 KEGG hsa04915 Estrogen signaling pathway 32/1614 138/8135 0.1862 0.3291 0.2178 PRKACB/NRAS/KRT25/GRB2/GNAQ/GNAI2/MMP9/CREB3/CTSD/GNAI3/PRKCD/ADCY7/SHC1/PIK3CD/HSP90B1/HSPA6/NCOA1/ADCY9/EGFR/KRT27/KRT37/HSP90AB1/CREB3L2/MAPK1/CALML6/AKT1/KRT32/AKT2/PLCB4/FOS/BCL2/KRT31 32 KEGG hsa04270 Vascular smooth muscle contraction 31/1614 134/8135 0.1946 0.3422 0.2265 PRKACB/GNAQ/CACNA1S/PRKCD/ADCY7/RAMP1/GNA12/NPR1/PLA2G4C/MYLK3/EDN1/MYLK2/ROCK2/PLA2G4F/MRVI1/PRKCQ/ADCY9/ADRA1A/GUCY1A2/PRKCB/PPP1CA/PRKG1/MAPK1/CALML6/CACNA1D/MYLK4/AVPR1A/PLCB4/MYL9/PLA2G4A/ARHGEF12 31 KEGG hsa01240 Biosynthesis of cofactors 35/1614 153/8135 0.1966 0.3422 0.2265 PDXK/PMM2/KMO/CAD/VKORC1/GPHN/GGH/NMNAT3/GMPPA/NMNAT2/AKR1A1/GCH1/KYNU/SHMT2/NADSYN1/GSS/PANK1/AK3/RDH11/NME3/GUSB/COASY/PPCDC/ALDH1B1/RGN/CMPK1/NME1/NAPRT/NME7/ALDH3A2/TPK1/MOCS2/MMAB/HSD17B6/PMM1 35 KEGG hsa00360 Phenylalanine metabolism 5/1614 16/8135 0.1968 0.3422 0.2265 MIF/AOC3/MAOA/IL4I1/MAOB 5 KEGG hsa04913 Ovarian steroidogenesis 13/1614 51/8135 0.1977 0.3422 0.2265 PRKACB/CYP1A1/ADCY7/LHCGR/PLA2G4C/PLA2G4F/ADCY9/ALOX5/CYP1B1/CYP2J2/CGA/HSD3B2/PLA2G4A 13 KEGG hsa04070 Phosphatidylinositol signaling system 23/1614 97/8135 0.2 0.3425 0.2267 IP6K3/PIK3CD/INPP5A/PTEN/PI4K2A/DGKK/PPIP5K2/PRKCB/PLCD4/INPP5E/MTM1/MTMR6/MTMR4/INPP4A/CDIPT/CALML6/DGKA/PIP4K2B/PLCB4/DGKQ/PLCE1/INPP4B/PI4KB 23 KEGG hsa04713 Circadian entrainment 23/1614 97/8135 0.2 0.3425 0.2267 PRKACB/RPS6KA5/GNAQ/GNAI2/RYR3/GNB2/GNAI3/RYR1/ADCY7/ADCY9/MTNR1B/GUCY1A2/PRKCB/CAMK2B/PRKG1/MAPK1/GNG11/CALML6/CACNA1D/PLCB4/FOS/CAMK2G/CAMK2A 23 KEGG hsa04540 Gap junction 21/1614 88/8135 0.2043 0.3482 0.2305 PRKACB/NRAS/GRB2/GNAQ/GNAI2/EGF/CSNK1D/GNAI3/ADCY7/ADCY9/EGFR/CDK1/GUCY1A2/PRKCB/PDGFRA/TJP1/PRKG1/MAPK1/HTR2A/GJA1/PLCB4 21 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 19/1614 79/8135 0.2085 0.3536 0.234 NRAS/GRB2/EGF/BAX/SHC1/PIK3CD/PTEN/EIF4EBP1/EGFR/PRKCB/RPS6KB2/ERBB3/PDGFRA/MAPK1/AKT1/GAB1/AKT2/BCL2/GAS6 19 KEGG hsa04970 Salivary secretion 22/1614 93/8135 0.2099 0.3541 0.2343 PRKACB/ATP1A2/GNAQ/LYZ/RYR3/ATP1B4/ADCY7/ADCY9/ADRA1A/KCNN4/GUCY1A2/PRKCB/MUC5B/PRKG1/ATP1A1/CALML6/HTN3/PLCB4/ATP2B1/ATP1B3/ATP1B2/ATP2B2 22 KEGG hsa04622 RIG-I-like receptor signaling pathway 17/1614 70/8135 0.2125 0.3567 0.2361 TRAF3/MAPK13/FADD/RIPK1/TRADD/CXCL8/CXCL10/IKBKG/IFNA7/DDX58/NFKBIA/IRF3/SIKE1/OTUD5/DDX3X/MAPK12/IRF7 17 KEGG hsa00071 Fatty acid degradation 11/1614 43/8135 0.2202 0.3678 0.2434 ACOX3/ACADSB/ACADL/ACSL3/ADH1C/HADH/ADH1B/ALDH1B1/ACSL5/ALDH3A2/ECI2 11 KEGG hsa05415 Diabetic cardiomyopathy 45/1614 203/8135 0.2235 0.3714 0.2458 PDK4/PLN/RAC2/MAPK13/MMP9/SMAD3/PDK3/SLC25A6/NCF2/CYBA/PRKCZ/CTSD/MPC1/PRKCD/CD36/NCF1/G6PD/PIK3CD/COX7A1/PTEN/SLC25A4/NDUFA4L2/CYBB/ATP2A1/SLC25A5/NDUFA5/PRKCB/CAMK2B/UQCRB/TBC1D4/PPP1CA/COL1A2/COX6A2/NDUFC1/SLC2A4/SLC2A1/AKT1/COL3A1/AKT2/PLCB4/CAMK2G/CAMK2A/COX2/MAPK12/NDUFA4 45 KEGG hsa04640 Hematopoietic cell lineage 23/1614 99/8135 0.2307 0.3815 0.2525 CD34/IL4R/HLA-DPB1/CD44/IL7R/CD36/HLA-DMB/HLA-DMA/HLA-DRB4/ITGA5/CSF2/CSF1R/ITGA1/FCGR1A/IL1R1/HLA-DPA1/ITGAM/CD2/CD3D/CSF2RA/CD33/CD14/HLA-DRA 23 KEGG hsa04213 Longevity regulating pathway - multiple species 15/1614 62/8135 0.2361 0.3848 0.2547 PRKACB/NRAS/PRKAA2/PRKAB2/CRYAB/ADCY7/PIK3CD/HSPA6/HDAC1/ADCY9/RPS6KB2/PRKAG2/AKT1/AKT2/PRKAG3 15 KEGG hsa00120 Primary bile acid biosynthesis 5/1614 17/8135 0.2362 0.3848 0.2547 AMACR/CH25H/CYP39A1/CYP7B1/HSD3B7 5 KEGG hsa00910 Nitrogen metabolism 5/1614 17/8135 0.2362 0.3848 0.2547 CA3/CA4/CA14/GLUL/CA8 5 KEGG hsa00230 Purine metabolism 29/1614 128/8135 0.2405 0.3899 0.258 PAPSS1/PAPSS2/PDE11A/RRM2/ENTPD3/PNP/PGM2/IMPDH1/DCK/ADCY7/PPAT/NT5C1A/NUDT5/NPR1/AMPD2/CANT1/AK3/DGUOK/AMPD1/ADCY9/NME3/GDA/PFAS/GUCY1A2/NME1/GUK1/NME7/PDE7A/HDDC3 29 KEGG hsa04720 Long-term potentiation 16/1614 67/8135 0.2435 0.3928 0.26 PRKACB/NRAS/GNAQ/RPS6KA1/PPP1R1A/PRKCB/CAMK2B/PPP1CA/RAPGEF3/MAPK1/CALML6/RAP1B/PPP3R1/PLCB4/CAMK2G/CAMK2A 16 KEGG hsa04935 Growth hormone synthesis, secretion and action 27/1614 119/8135 0.2477 0.3978 0.2633 PRKACB/NRAS/STAT1/GRB2/GNAQ/MAPK13/GNAI2/GHR/CREB3/CACNA1S/GNAI3/ADCY7/SHC1/PIK3CD/ADCY9/PRKCB/CREB3L2/GHRHR/MAPK1/CACNA1D/AKT1/AKT2/PLCB4/SOCS1/FOS/MAPK12/STAT5A 27 KEGG hsa00480 Glutathione metabolism 14/1614 58/8135 0.2493 0.3983 0.2636 RRM2/TXNDC12/G6PD/GSS/SRM/GPX8/MGST3/GSTM1/LANCL1/GSTM2/GSTO1/GSTP1/GPX1/SMS 14 KEGG hsa04072 Phospholipase D signaling pathway 33/1614 148/8135 0.2534 0.403 0.2667 NRAS/GRB2/EGF/FCER1A/SYK/CXCL8/FCER1G/RALA/SPHK1/ADCY7/SHC1/PIK3CD/GNA12/PLA2G4C/DGKK/PLA2G4F/ADCY9/EGFR/PDGFRA/RAPGEF3/MAPK1/GRM6/DGKA/AVPR1A/RALGDS/AKT1/GAB1/AKT2/PLCB4/DGKQ/SPHK2/PIK3R6/PLA2G4A 33 KEGG hsa05030 Cocaine addiction 12/1614 49/8135 0.2547 0.4031 0.2668 PRKACB/GNAI2/CREB3/GNAI3/BDNF/CDK5/PPP1R1B/CREB3L2/SLC18A1/MAOA/RGS9/MAOB 12 KEGG hsa01200 Carbon metabolism 26/1614 115/8135 0.2592 0.4084 0.2703 ACOX3/PGLS/HK3/SHMT2/PFKL/G6PD/ENO3/ACSS2/FBP2/ADPGK/PGAM1/RPE/PGAM2/ENO2/SUCLA2/PFKM/ENO1/RGN/OGDH/FBP1/SUCLG2/TKT/GPT2/TKTL2/SDSL/HIBCH 26 KEGG hsa04710 Circadian rhythm 8/1614 31/8135 0.2621 0.411 0.272 PRKAA2/PRKAB2/RORC/CSNK1D/BHLHE41/PRKAG2/CSNK1E/PRKAG3 8 KEGG hsa02010 ABC transporters 11/1614 45/8135 0.2699 0.4206 0.2783 TAP1/ABCC10/ABCA5/ABCA9/ABCC9/ABCB4/ABCC11/ABCB11/TAP2/ABCC5/ABCG1 11 KEGG hsa05207 Chemical carcinogenesis - receptor activation 46/1614 212/8135 0.2707 0.4206 0.2783 PRKACB/NRAS/GRB2/CYP1A1/GNAI2/TNFSF11/AR/BCL6/EGF/RXRG/CREB3/PAQR7/CACNA1S/RPS6KA1/GNAI3/FGF4/ADCY7/PIK3CD/HSP90B1/KPNA5/EIF4EBP1/ADCY9/EGFR/HSP90AB1/PRKCB/MGST3/CREB3L2/RPS6KB2/GSTM1/CYP1B1/CCND3/CCND1/MAPK1/GSTM2/CACNA1D/ARRB2/NR1I3/GSTO1/VDR/PAQR5/FGF20/AKT1/AKT2/FOS/BCL2/STAT5A 46 KEGG hsa00350 Tyrosine metabolism 9/1614 36/8135 0.2754 0.4259 0.2819 ADH1C/TYRP1/ADH1B/MIF/PNMT/AOC3/MAOA/IL4I1/MAOB 9 KEGG hsa04929 GnRH secretion 15/1614 64/8135 0.2783 0.4283 0.2835 NRAS/SPP1/GNAQ/KCNN2/CACNA1S/PIK3CD/KCNN4/PRKCB/MAPK1/CACNA1D/ARRB2/CGA/AKT1/AKT2/PLCB4 15 KEGG hsa04150 mTOR signaling pathway 34/1614 156/8135 0.2977 0.4548 0.301 NRAS/GRB2/PRKAA2/FZD2/SLC38A9/RPS6KA1/PIK3CD/TNFRSF1A/PTEN/GRB10/ATP6V1A/FZD1/EIF4EBP1/LRP5/FZD4/PRKCB/TTI1/SESN2/RPS6KB2/WNT11/MAPK1/WNT9A/PRR5/FNIP1/WNT8A/ATP6V1C1/ATP6V1B2/AKT1/DEPTOR/AKT2/CLIP1/SLC7A5/LPIN2/WNT8B 34 KEGG hsa00515 Mannose type O-glycan biosynthesis 6/1614 23/8135 0.2982 0.4548 0.301 FUT4/B3GAT1/POMK/FUT9/B3GALNT2/B4GALT3 6 KEGG hsa04728 Dopaminergic synapse 29/1614 132/8135 0.3001 0.4556 0.3015 PRKACB/GNAQ/MAPK13/GNAI2/CREB3/GNB2/GNAI3/GNAL/PPP1R1B/PRKCB/CREB3L2/CAMK2B/PPP1CA/GNG11/CALML6/SLC18A1/CACNA1D/ARRB2/SCN1A/MAOA/AKT1/AKT2/PLCB4/FOS/PPP2R3A/CAMK2G/CAMK2A/MAPK12/MAOB 29 KEGG hsa04976 Bile secretion 20/1614 89/8135 0.3043 0.4568 0.3023 PRKACB/ATP1A2/SLC4A4/KCNN2/ATP1B4/ADCY7/SLC22A7/ABCB4/NR1H4/AQP4/AQP9/ADCY9/SLC22A1/ABCB11/HMGCR/NCEH1/ATP1A1/SLC2A1/ATP1B3/ATP1B2 20 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 9/1614 37/8135 0.305 0.4568 0.3023 ATP1A2/NR3C2/ATP1B4/PIK3CD/PRKCB/ATP1A1/MAPK1/ATP1B3/ATP1B2 9 KEGG hsa05143 African trypanosomiasis 9/1614 37/8135 0.305 0.4568 0.3023 MYD88/GNAQ/FAS/PRKCB/APOL1/IL18/SELE/PLCB4/HPR 9 KEGG hsa01230 Biosynthesis of amino acids 17/1614 75/8135 0.3109 0.4636 0.3068 SHMT2/PFKL/ENO3/ALDH18A1/PGAM1/RPE/PGAM2/ENO2/PFKM/ENO1/GLUL/ASL/NAGS/TKT/GPT2/TKTL2/SDSL 17 KEGG hsa00380 Tryptophan metabolism 10/1614 42/8135 0.3146 0.4669 0.309 KMO/CYP1A1/KYNU/HADH/ALDH1B1/CYP1B1/ALDH3A2/MAOA/IL4I1/MAOB 10 KEGG hsa00561 Glycerolipid metabolism 14/1614 61/8135 0.3172 0.4688 0.3103 AKR1B10/GLA/AKR1A1/DGKK/MGLL/LPL/MBOAT1/DGAT2/ALDH1B1/DGKA/ALDH3A2/DGKQ/LPIN2/LIPG 14 KEGG hsa04360 Axon guidance 39/1614 182/8135 0.3214 0.4727 0.3128 UNC5B/NRAS/RAC2/EFNA4/GNAI2/PLXNB2/ITGB1/RGMA/ROBO2/CXCR4/LRRC4C/PRKCZ/CDC42/FES/GNAI3/PARD3/PIK3CD/SEMA4B/ROCK2/CDK5/EFNB2/CAMK2B/EPHA5/CFL2/SEMA6D/SSH1/MAPK1/ABLIM1/PLXNC1/SEMA3G/PPP3R1/PTCH1/PLXNB1/PARD6A/CAMK2G/MYL9/CAMK2A/NGEF/ARHGEF12 39 KEGG hsa00620 Pyruvate metabolism 11/1614 47/8135 0.3227 0.4727 0.3128 PCK2/AKR1A1/ACACB/ACSS2/ADH1C/ADH1B/LDHD/ALDH1B1/LDHAL6A/ALDH3A2/ACACA 11 KEGG hsa04726 Serotonergic synapse 25/1614 115/8135 0.3388 0.4942 0.3271 PRKACB/NRAS/GNAQ/GNAI2/KCNN2/KCND2/CACNA1S/GNB2/GNAI3/PLA2G4C/PLA2G4F/PRKCB/ALOX5/CYP2J2/RAPGEF3/MAPK1/GNG11/SLC18A1/CACNA1D/HTR2A/MAOA/PLCB4/CYP4X1/PLA2G4A/MAOB 25 KEGG hsa03250 Viral life cycle - HIV-1 14/1614 63/8135 0.3649 0.5288 0.35 APOBEC3B/HGS/CCR5/CXCR4/ELL2/BICD2/SAMHD1/MX2/SUPT5H/NELFB/PPIA/KAT2B/TRIM5/MAP1S 14 KEGG hsa04140 Autophagy - animal 30/1614 141/8135 0.3657 0.5288 0.35 PRKACB/NRAS/PRKAA2/CTSB/CTSD/PRKCD/PIK3CD/PTEN/CTSL/RAB8A/LAMP2/TP53INP2/PRKCQ/LAMP1/ATG101/RPS6KB2/CAMKK2/HIF1A/MTMR4/MAPK1/ATG4C/ATG7/SQSTM1/AKT1/DEPTOR/AKT2/VAMP8/BCL2/ATG4D/VMP1 30 KEGG hsa04914 Progesterone-mediated oocyte maturation 22/1614 102/8135 0.3679 0.5297 0.3505 PRKACB/MAPK13/GNAI2/STK10/RPS6KA1/GNAI3/CDC25B/ADCY7/PIK3CD/CCNB1/CCNA2/ADCY9/CDK1/HSP90AB1/MAPK1/AKT1/AKT2/MAPK12/CCNB2/CPEB3/CPEB1/MAD1L1 22 KEGG hsa00260 Glycine, serine and threonine metabolism 9/1614 40/8135 0.3968 0.5688 0.3765 SHMT2/PGAM1/PGAM2/CHDH/AOC3/MAOA/SDSL/MAOB/DMGDH 9 KEGG hsa04625 C-type lectin receptor signaling pathway 22/1614 104/8135 0.4062 0.5798 0.3837 NRAS/PYCARD/IRF1/IL17D/STAT1/MAPK13/IRF9/SYK/FCER1G/IKBKG/PRKCD/PIK3CD/NFKBIA/MAPK1/CALML6/EGR2/PPP3R1/AKT1/CLEC4M/AKT2/MAPK12/ARHGEF12 22 KEGG hsa00220 Arginine biosynthesis 5/1614 22/8135 0.4496 0.639 0.4229 GLS/GLUL/ASL/NAGS/GPT2 5 KEGG hsa01212 Fatty acid metabolism 12/1614 57/8135 0.4614 0.653 0.4322 ACOX3/ACADSB/SCD/MECR/ACADL/ACSL3/HADH/FASN/SCD5/ACSL5/ACACA/PPT1 12 KEGG hsa04390 Hippo signaling pathway 32/1614 157/8135 0.464 0.6539 0.4328 BMP5/ITGB2/MOB1A/SMAD3/ID2/CTNNA3/AMOT/CSNK1D/FZD2/PRKCZ/SMAD7/PARD3/FZD1/CCND2/BIRC3/FZD4/WNT11/BMPR1A/CCND3/RASSF1/PPP1CA/CCND1/WNT9A/SNAI2/WNT8A/TEAD3/CSNK1E/PARD6A/TCF7L1/YWHAZ/YWHAB/WNT8B 32 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 29/1614 143/8135 0.4809 0.6749 0.4467 NRAS/GRB2/MAPK13/SMAD3/ID2/HOXA1/FZD2/INHBC/MYF5/PIK3CD/ACVR1C/FZD1/TBX3/JAK3/HAND1/FZD4/WNT11/BMPR1A/MAPK1/WNT9A/WNT8A/AKT1/AKT2/SMARCAD1/MAPK12/LIFR/NANOG/WNT8B/SMAD9 29 KEGG hsa00280 Valine, leucine and isoleucine degradation 10/1614 48/8135 0.4888 0.683 0.4521 ACADSB/HADH/HMGCLL1/HIBADH/ALDH1B1/ALDH3A2/HMGCS2/IL4I1/MCCC2/HIBCH 10 KEGG hsa00650 Butanoate metabolism 6/1614 28/8135 0.491 0.6834 0.4523 HADH/HMGCLL1/ALDH5A1/GAD2/HMGCS2/L2HGDH 6 KEGG hsa04724 Glutamatergic synapse 23/1614 114/8135 0.5018 0.6955 0.4603 PRKACB/GNAQ/GNAI2/GLS/GNB2/GNAI3/ADCY7/PLA2G4C/SLC17A6/PLA2G4F/ADCY9/PRKCB/HOMER1/GLUL/SHANK2/MAPK1/GNG11/CACNA1D/GRM6/PPP3R1/PLCB4/GRIK1/PLA2G4A 23 KEGG hsa03018 RNA degradation 16/1614 79/8135 0.5084 0.7017 0.4644 PFKL/ENO3/SKIV2L/ENO2/BTG1/DIS3L/PFKM/TOB1/PARN/ENO1/BTG3/PABPC1L/DCP1B/EDC3/DCP2/EDC4 16 KEGG hsa04924 Renin secretion 14/1614 69/8135 0.5109 0.7022 0.4647 PRKACB/GNAQ/GNAI2/CTSB/CACNA1S/GNAI3/NPR1/EDN1/GUCY1A2/CLCA4/CALML6/CACNA1D/PPP3R1/PLCB4 14 KEGG hsa04962 Vasopressin-regulated water reabsorption 9/1614 44/8135 0.5194 0.711 0.4706 PRKACB/CREB3/RAB5C/AQP4/DYNLL1/ADCY9/CREB3L2/STX4/NSF 9 KEGG hsa04977 Vitamin digestion and absorption 5/1614 24/8135 0.5324 0.7259 0.4804 APOB/TCN2/SLC19A2/RBP2/SLC23A1 5 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 3/1614 14/8135 0.5461 0.7414 0.4907 FUT8/B4GALT4/B4GALT3 3 KEGG hsa04930 Type II diabetes mellitus 9/1614 46/8135 0.5777 0.7812 0.517 ADIPOQ/PRKCZ/HK3/PRKCD/PIK3CD/MAPK1/CACNA1D/SLC2A4/SOCS1 9 KEGG hsa00100 Steroid biosynthesis 4/1614 20/8135 0.5818 0.7835 0.5185 SOAT1/SQLE/EBP/MSMO1 4 KEGG hsa00564 Glycerophospholipid metabolism 19/1614 98/8135 0.5856 0.7856 0.5199 PTDSS1/PLD3/GPD1/GPD1L/PLA2G4C/DGKK/PNPLA6/PLA2G4F/MBOAT1/ETNK1/CDIPT/DGKA/LPCAT1/LYPLA2/PLA2G15/DGKQ/ETNPPL/LPIN2/PLA2G4A 19 KEGG hsa00500 Starch and sucrose metabolism 7/1614 36/8135 0.5904 0.7887 0.522 PGM2/GYG2/PYGM/HK3/AGL/GAA/G6PC2 7 KEGG hsa04721 Synaptic vesicle cycle 15/1614 78/8135 0.5993 0.7975 0.5278 TCIRG1/RIMS1/SYT1/ATP6V1A/SLC17A6/ATP6V0B/SLC18A3/SLC18A1/ATP6V1C1/CLTCL1/ATP6V1B2/STX1A/NSF/CLTA/AP2S1 15 KEGG hsa00790 Folate biosynthesis 5/1614 26/8135 0.6092 0.8063 0.5337 AKR1B10/GPHN/GGH/GCH1/MOCS2 5 KEGG hsa04727 GABAergic synapse 17/1614 89/8135 0.6122 0.8063 0.5337 PRKACB/GNAI2/GPHN/GLS/GABRA2/CACNA1S/GNB2/GNAI3/ADCY7/ADCY9/PLCL1/PRKCB/GLUL/GNG11/CACNA1D/GAD2/NSF 17 KEGG hsa00310 Lysine degradation 12/1614 63/8135 0.6132 0.8063 0.5337 COLGALT1/EZH2/SMYD1/PLOD3/HADH/PLOD2/ALDH1B1/PRDM16/PLOD1/SETDB2/EHMT2/ALDH3A2 12 KEGG hsa04114 Oocyte meiosis 25/1614 131/8135 0.6216 0.8142 0.5388 PRKACB/MAPK13/AR/RPS6KA1/ADCY7/CCNE2/PTTG1/CCNB1/CDC20/ADCY9/CDK1/CAMK2B/PPP1CA/MAPK1/CALML6/PPP3R1/YWHAZ/YWHAB/CAMK2G/CAMK2A/MAPK12/CCNB2/CPEB3/CPEB1/MAD1L1 25 KEGG hsa05211 Renal cell carcinoma 13/1614 69/8135 0.6307 0.8228 0.5446 NRAS/GRB2/CDC42/CDKN1A/PIK3CD/ETS1/HIF1A/MAPK1/RAP1B/SLC2A1/AKT1/GAB1/AKT2 13 KEGG hsa04330 Notch signaling pathway 11/1614 59/8135 0.643 0.8345 0.5523 TLE3/DTX3L/HEY1/ATXN1L/HDAC1/HEYL/PSENEN/KAT2B/TLE2/APH1B/DTX4 11 KEGG hsa04966 Collecting duct acid secretion 5/1614 27/8135 0.6446 0.8345 0.5523 TCIRG1/ATP6V1A/ATP6V1C1/ATP6V1B2/CLCNKB 5 KEGG hsa04613 Neutrophil extracellular trap formation 36/1614 190/8135 0.6515 0.8401 0.556 ITGB2/RAC2/MAPK13/SIGLEC9/SLC25A6/NCF2/TLR2/CYBA/SYK/NCF1/PIK3CD/SELPLG/SLC25A4/FCGR3B/TLR8/CYBB/AQP9/HDAC1/FPR1/SLC25A5/PRKCB/HDAC4/C5AR1/HDAC3/FCGR1A/MAPK1/FCGR2A/FPR3/ITGAM/ATG7/AKT1/TLR4/CASP4/AKT2/PLCB4/MAPK12 36 KEGG hsa04927 Cortisol synthesis and secretion 12/1614 65/8135 0.659 0.8454 0.5595 PRKACB/GNAQ/CREB3/CACNA1S/ADCY7/ADCY9/KCNA4/CREB3L2/NCEH1/CACNA1D/PLCB4/HSD3B2 12 KEGG hsa00900 Terpenoid backbone biosynthesis 4/1614 22/8135 0.6615 0.8454 0.5595 IDI2/HMGCR/HMGCS2/NUS1 4 KEGG hsa03410 Base excision repair 6/1614 33/8135 0.6631 0.8454 0.5595 TDG/APEX2/PCNA/PARP4/LIG1/FEN1 6 KEGG hsa04932 Non-alcoholic fatty liver disease 29/1614 155/8135 0.6708 0.8519 0.5638 ADIPOQ/PRKAA2/MAPK13/PRKAB2/BAX/CDC42/CXCL8/PIK3CD/COX7A1/TNFRSF1A/FAS/MLXIPL/NDUFA4L2/BID/LEP/NDUFA5/UQCRB/COX6A2/PRKAG2/NDUFC1/CYCS/XBP1/AKT1/AKT2/FOS/COX2/MAPK12/NDUFA4/PRKAG3 29 KEGG hsa04146 Peroxisome 15/1614 82/8135 0.6811 0.8617 0.5703 PHYH/ACOX3/MPV17/AMACR/ACSL3/MLYCD/FAR2/HMGCLL1/MPV17L/NUDT7/NUDT12/PECR/ACSL5/PEX5/ECI2 15 KEGG hsa03022 Basal transcription factors 8/1614 45/8135 0.6939 0.8746 0.5788 GTF2F1/GTF2H5/TAF11/TAF5/GTF2A1/GTF2E2/MNAT1/TAF2 8 KEGG hsa04350 TGF-beta signaling pathway 17/1614 94/8135 0.7058 0.8839 0.585 BMP5/SMAD3/RGMA/ID2/INHBC/ZFYVE9/SMAD7/ACVR1C/PITX2/NBL1/AMHR2/ZFYVE16/RPS6KB2/BMPR1A/LTBP1/MAPK1/SMAD9 17 KEGG hsa00270 Cysteine and methionine metabolism 9/1614 51/8135 0.7071 0.8839 0.585 DNMT1/TST/GSS/SRM/LDHAL6A/SMS/IL4I1/SDSL/ADI1 9 KEGG hsa04392 Hippo signaling pathway - multiple species 5/1614 29/8135 0.7093 0.8839 0.585 MOB1A/RASSF2/RASSF1/TEAD3/CSNK1E 5 KEGG hsa00053 Ascorbate and aldarate metabolism 5/1614 30/8135 0.7383 0.9133 0.6045 AKR1A1/GUSB/ALDH1B1/RGN/ALDH3A2 5 KEGG hsa01523 Antifolate resistance 5/1614 30/8135 0.7383 0.9133 0.6045 GGH/SHMT2/IKBKG/TYMS/ABCC5 5 KEGG hsa00592 alpha-Linolenic acid metabolism 4/1614 25/8135 0.7604 0.936 0.6195 ACOX3/PLA2G4C/PLA2G4F/PLA2G4A 4 KEGG hsa03450 Non-homologous end-joining 2/1614 13/8135 0.7623 0.936 0.6195 DCLRE1C/FEN1 2 KEGG hsa03460 Fanconi anemia pathway 9/1614 54/8135 0.7712 0.9426 0.6238 BLM/RMI2/FANCG/FANCF/POLH/EME1/RMI1/ERCC1/PALB2 9 KEGG hsa04014 Ras signaling pathway 42/1614 232/8135 0.7733 0.9426 0.6238 PRKACB/NRAS/RAC2/EFNA4/GRB2/RASSF5/EGF/CDC42/GNB2/IKBKG/RALA/FGF4/BDNF/REL/SHC1/PIK3CD/ETS1/PLA2G4C/RAB5C/PLA2G4F/EGFR/PRKCB/CSF1R/RASGRP1/PDGFRA/BRAP/RASSF1/MAPK1/GNG11/CALML6/FLT1/RALGDS/RAP1B/FGF20/AKT1/ANGPT1/GAB1/AKT2/LAT/STK4/PLCE1/PLA2G4A 42 KEGG hsa00670 One carbon pool by folate 3/1614 20/8135 0.7893 0.9586 0.6345 ALDH1L1/SHMT2/TYMS 3 KEGG hsa00062 Fatty acid elongation 4/1614 27/8135 0.8128 0.9801 0.6486 ACOT7/MECR/HADH/PPT1 4 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 4/1614 27/8135 0.8128 0.9801 0.6486 ACOX3/ACOT7/SCD/SCD5 4 KEGG hsa04972 Pancreatic secretion 17/1614 102/8135 0.8241 0.9901 0.6553 ATP1A2/GNAQ/SLC4A4/ATP1B4/ADCY7/RAB8A/ATP2A1/ADCY9/PRKCB/CLCA4/ATP1A1/RAP1B/PLCB4/ATP2B1/ATP1B3/ATP1B2/ATP2B2 17 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 2/1614 15/8135 0.8294 0.9929 0.6571 B3GALT4/HEXB 2 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 39/1614 223/8135 0.8359 0.9971 0.6599 NRAS/GRB2/CYP1A1/MAPK13/EGF/SLC25A6/NCF2/AKR1A1/CYBA/IKBKG/PRKCD/NCF1/PIK3CD/COX7A1/PTEN/SLC25A4/NDUFA4L2/SLC25A5/NDUFA5/NOX4/EGFR/MGST3/GSTM1/UQCRB/CYP1B1/NFKBIA/HIF1A/MAPK1/GSTM2/COX6A2/GSTO1/NDUFC1/AKT1/AKT2/FOS/COX2/MAPK12/NDUFA4/SLC26A2 39 KEGG hsa05017 Spinocerebellar ataxia 24/1614 143/8135 0.8491 1 0.6618 RELN/GNAQ/VLDLR/SLC25A6/RYR1/PIK3CD/SLC25A4/MCU/ATP2A1/ATXN1L/SLC25A5/ATG101/FGF14/PSMB4/AFG3L2/PRKCB/MYOD1/PUM2/CYCS/XBP1/AKT1/AKT2/PLCB4/OPA1 24 KEGG hsa03420 Nucleotide excision repair 7/1614 47/8135 0.8511 1 0.6618 DDB2/GTF2H5/PCNA/LIG1/MNAT1/RFC2/ERCC1 7 KEGG hsa00591 Linoleic acid metabolism 4/1614 29/8135 0.8554 1 0.6618 PLA2G4C/PLA2G4F/CYP2J2/PLA2G4A 4 KEGG hsa00430 Taurine and hypotaurine metabolism 2/1614 16/8135 0.8561 1 0.6618 GADL1/GAD2 2 KEGG hsa03430 Mismatch repair 3/1614 23/8135 0.8632 1 0.6618 PCNA/LIG1/RFC2 3 KEGG hsa04614 Renin-angiotensin system 3/1614 23/8135 0.8632 1 0.6618 ATP6AP2/ACE2/CTSA 3 KEGG hsa00020 Citrate cycle (TCA cycle) 4/1614 30/8135 0.8735 1 0.6618 PCK2/SUCLA2/OGDH/SUCLG2 4 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 12/1614 78/8135 0.8738 1 0.6618 CYP1A1/CYP2A6/ADH1C/ADH1B/MGST3/GSTM1/CYP1B1/AKR7A3/GSTM2/HSD11B1/GSTO1/GSTP1 12 KEGG hsa00450 Selenocompound metabolism 2/1614 17/8135 0.8789 1 0.6618 PAPSS1/PAPSS2 2 KEGG hsa00590 Arachidonic acid metabolism 9/1614 61/8135 0.8801 1 0.6618 PTGES/PLA2G4C/PLA2G4F/GPX8/ALOX5/TBXAS1/CYP2J2/GPX1/PLA2G4A 9 KEGG hsa04714 Thermogenesis 39/1614 232/8135 0.8976 1 0.6618 PRKACB/NRAS/GRB2/COX18/PRKAA2/MAPK13/PLIN1/PRKAB2/DPF3/CREB3/KLB/RPS6KA1/PPARGC1A/ADCY7/COX7A1/NPR1/NDUFA4L2/ACSL3/MGLL/ADCY9/NDUFA5/CREB3L2/RPS6KB2/PRDM16/SMARCA2/SMARCD2/NDUFAF4/UQCRB/PRKG1/COX6A2/PRKAG2/NDUFC1/ACSL5/ACTL6A/COX20/COX2/MAPK12/NDUFA4/PRKAG3 39 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 10/1614 69/8135 0.9021 1 0.6618 CYP1A1/CYP2A6/NAT1/MGST3/GSTM1/CYP1B1/GSTM2/HSD11B1/GSTO1/GSTP1 10 KEGG hsa04136 Autophagy - other 4/1614 32/8135 0.9037 1 0.6618 ATG101/ATG4C/ATG7/ATG4D 4 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 1/1614 11/8135 0.9123 1 0.6618 VKORC1 1 KEGG hsa05168 Herpes simplex virus 1 infection 87/1614 495/8135 0.9149 1 0.6618 ZNF267/TAP1/STAT1/PILRA/MYD88/TRAF3/HLA-A/ZNF302/HLA-F/HLA-C/IRF9/HLA-G/FADD/ZNF282/TLR2/ZNF527/ZNF275/SYK/ZNF382/BAX/TRADD/CCL5/HLA-DPB1/ZFP69/ZNF544/IKBKG/PIK3CD/HLA-E/TNFRSF1A/IRAK1/TYK2/HLA-DMB/HLA-B/ZNF600/HLA-DMA/FAS/ZNF813/BID/ZNF124/RNASEL/EIF4EBP1/PDIA3/SP100/ZNF792/HLA-DRB4/ITGA5/BIRC3/ZFP14/IFNA7/ZNF347/ZNF439/TP53/IFNAR2/ZFP90/IRAK4/CASP9/DDX58/ZNF557/ZNF764/IFNGR1/ZNF25/ZNF791/NFKBIA/ZNF785/PPP1CA/BAK1/IFNAR1/IRF3/HLA-DPA1/ZNF805/TAP2/ZNF184/CYCS/ZNF700/AKT1/EIF2AK2/CCL2/AKT2/ZNF284/BCL2/HLA-DRA/ZNF101/ZNF529/ZNF430/ZNF234/IRF7/ZNF566 87 KEGG hsa01210 2-Oxocarboxylic acid metabolism 2/1614 19/8135 0.9149 1 0.6618 NAGS/GPT2 2 KEGG hsa04723 Retrograde endocannabinoid signaling 23/1614 148/8135 0.9268 1 0.6618 PRKACB/GNAQ/MAPK13/GNAI2/GABRA2/CACNA1S/GNB2/GNAI3/ADCY7/RIMS1/NDUFA4L2/SLC17A6/MGLL/ADCY9/NDUFA5/PRKCB/MAPK1/GNG11/CACNA1D/NDUFC1/PLCB4/MAPK12/NDUFA4 23 KEGG hsa00040 Pentose and glucuronate interconversions 4/1614 34/8135 0.9274 1 0.6618 AKR1B10/AKR1A1/RPE/GUSB 4 KEGG hsa00982 Drug metabolism - cytochrome P450 10/1614 72/8135 0.9276 1 0.6618 CYP2A6/ADH1C/ADH1B/MGST3/GSTM1/GSTM2/GSTO1/GSTP1/MAOA/MAOB 10 KEGG hsa04137 Mitophagy - animal 10/1614 72/8135 0.9276 1 0.6618 NRAS/OPTN/TP53/NBR1/HIF1A/SQSTM1/USP8/MFN2/PINK1/CSNK2B 10 KEGG hsa05032 Morphine addiction 13/1614 91/8135 0.9339 1 0.6618 PRKACB/PDE11A/GNAI2/GABRA2/GRK5/GNB2/GNAI3/ADCY7/ADCY9/PRKCB/GNG11/ARRB2/PDE7A 13 KEGG hsa00140 Steroid hormone biosynthesis 8/1614 61/8135 0.9374 1 0.6618 CYP1A1/SRD5A1/SRD5A3/CYP1B1/CYP7B1/HSD11B1/HSD17B6/HSD3B2 8 KEGG hsa05010 Alzheimer disease 65/1614 384/8135 0.9394 1 0.6618 NRAS/SLC39A7/GNAQ/SLC39A11/SLC39A13/FADD/SLC25A6/MAPT/FZD2/RYR3/BACE2/CACNA1S/IKBKG/PIK3CD/COX7A1/TNFRSF1A/SLC25A4/LRP1/FAS/FZD1/NDUFA4L2/BID/CYBB/MCU/ATP2A1/CDK5/SLC39A1/LRP5/LPL/SLC25A5/NDUFA5/SLC39A4/NOX4/FZD4/ATG101/PSMB4/CASP9/UQCRB/WNT11/MAPK1/WNT9A/CALML6/ADAM10/CACNA1D/COX6A2/WNT8A/APOE/NDUFC1/CYCS/XBP1/PPP3R1/SLC11A2/AKT1/EIF2AK2/PSENEN/CSNK1E/AKT2/PLCB4/BACE1/CSNK2B/COX2/NDUFA4/APH1B/CSNK1A1/WNT8B 65 KEGG hsa00565 Ether lipid metabolism 6/1614 49/8135 0.9429 1 0.6618 PLD3/PLA2G7/PLA2G4C/PLA2G4F/LPCAT1/PLA2G4A 6 KEGG hsa04744 Phototransduction 3/1614 29/8135 0.9461 1 0.6618 CNGA1/CALML6/RGS9 3 KEGG hsa05012 Parkinson disease 43/1614 266/8135 0.9487 1 0.6618 PRKACB/SLC39A7/GNAI2/SLC39A11/SLC39A13/SLC25A6/MAPT/BAX/RYR3/GNAI3/UBE2L6/COX7A1/UBE2J1/SLC25A4/NDUFA4L2/MCU/SLC39A1/GNAL/SLC25A5/NDUFA5/SLC39A4/PSMB4/TP53/CAMK2B/HTRA2/CASP9/UQCRB/CALML6/HSPA5/SLC18A1/COX6A2/NDUFC1/CYCS/XBP1/SLC11A2/MAOA/CAMK2G/CAMK2A/MFN2/PINK1/COX2/NDUFA4/MAOB 43 KEGG hsa04120 Ubiquitin mediated proteolysis 21/1614 142/8135 0.9525 1 0.6618 DDB2/UBE2Z/PIAS3/UBE2L6/CUL5/UBE2J1/UBE2D4/RHOBTB1/BIRC3/CDC20/KLHL13/NEDD4/UBE2Q2/FBXO4/UBE2C/SOCS1/HERC4/WWP1/CBL/UBE2O/CUL3 21 KEGG hsa05020 Prion disease 44/1614 273/8135 0.953 1 0.6618 PRKACB/RAC2/MAPK13/SLC25A6/NCF2/C6/CYBA/CAV3/BAX/RYR3/CREB3/CCL5/CACNA1S/RYR1/PRKCD/NCF1/PIK3CD/COX7A1/SLC25A4/HSPA6/NDUFA4L2/CYBB/MCU/C1QB/SLC25A5/NDUFA5/PSMB4/CREB3L2/CASP9/UQCRB/MAPK1/HSPA5/CACNA1D/C1QA/COX6A2/NCAM1/NDUFC1/CYCS/PPP3R1/EGR1/CSNK2B/COX2/MAPK12/NDUFA4 44 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 3/1614 30/8135 0.9542 1 0.6618 SHMT2/ACSS2/GLUL 3 KEGG hsa03013 Nucleocytoplasmic transport 15/1614 108/8135 0.9587 1 0.6618 UPF1/XPO6/TMEM33/KPNA5/EEF1A2/NXT1/EIF4A3/NUP50/XPOT/NDC1/SUMO3/IPO5/NCBP2/XPO7/XPO4 15 KEGG hsa03015 mRNA surveillance pathway 13/1614 97/8135 0.9633 1 0.6618 UPF1/CLP1/NUDT21/RNMT/CSTF2/NXT1/CPSF1/EIF4A3/PPP1CA/PABPC1L/PPP2R3A/NCBP2/PCF11 13 KEGG hsa00730 Thiamine metabolism 1/1614 15/8135 0.9639 1 0.6618 TPK1 1 KEGG hsa03050 Proteasome 5/1614 46/8135 0.9653 1 0.6618 PSMB9/PSMB8/PSMB10/PSMB4/PSME1 5 KEGG hsa05322 Systemic lupus erythematosus 19/1614 136/8135 0.9713 1 0.6618 C1R/C2/C6/HLA-DPB1/HLA-DMB/CD86/FCGR3B/HLA-DMA/C1QB/HLA-DRB4/CD80/C1S/CD40/FCGR1A/FCGR2A/HLA-DPA1/C1QA/HLA-DRA/ACTN1 19 KEGG hsa00830 Retinol metabolism 8/1614 68/8135 0.9728 1 0.6618 CYP1A1/CYP26B1/CYP2A6/ADH1C/ADH1B/RDH11/PNPLA4/HSD17B6 8 KEGG hsa03440 Homologous recombination 4/1614 41/8135 0.9745 1 0.6618 BLM/EME1/RAD52/PALB2 4 KEGG hsa03020 RNA polymerase 3/1614 34/8135 0.9764 1 0.6618 POLR3H/POLR1C/POLR2H 3 KEGG hsa04950 Maturity onset diabetes of the young 2/1614 26/8135 0.9765 1 0.6618 FOXA3/HHEX 2 KEGG hsa05206 MicroRNAs in cancer 48/1614 310/8135 0.9813 1 0.6618 NRAS/EFNA4/RPS6KA5/GRB2/MMP9/DNMT1/EZR/EZH2/ZFPM2/GLS/CDCA5/CD44/CDKN1A/CDC25B/CCNE2/SHC1/PIK3CD/PTEN/MARCKS/TNC/CCND2/TPM1/E2F3/HDAC1/ITGA5/EGFR/FSCN1/TP53/MIR10A/PRKCB/ERBB3/HDAC4/SOX4/BMF/PDGFRA/SPRY2/CYP1B1/MDM4/RASSF1/BAK1/CCND1/MAPK1/TNN/MIR205/SOCS1/MCL1/BCL2/VIM 48 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 77/1614 476/8135 0.9848 1 0.6618 NRAS/PRPH/GNAQ/MAPK13/FADD/SLC25A6/MAPT/FZD2/BAX/RYR3/CACNA1S/SIGMAR1/RYR1/UBE2L6/BDNF/COX7A1/TNFRSF1A/UBE2J1/TNFRSF1B/SLC25A4/RAB8A/FAS/FZD1/NDUFA4L2/OPTN/BID/CYBB/MCU/ATP2A1/ATXN1L/CDK5/LRP5/SLC25A5/NDUFA5/NOX4/FZD4/ATG101/PSMB4/GPX8/PRKCB/CAMK2B/HTRA2/CASP9/NEFH/DNAH2/UQCRB/WNT11/DERL1/BAK1/MAPK1/WNT9A/CALML6/HSPA5/CACNA1D/COX6A2/HTT/WNT8A/NDUFC1/CYCS/XBP1/STX1A/PPP3R1/SQSTM1/GPX1/CSNK1E/PLCB4/BCL2/CAMK2G/CAMK2A/MFN2/PINK1/CSNK2B/COX2/MAPK12/NDUFA4/CSNK1A1/WNT8B 77 KEGG hsa05034 Alcoholism 26/1614 187/8135 0.9871 1 0.6618 PRKACB/NRAS/GRB2/GNAI2/SLC29A3/CREB3/GNB2/GNAI3/PKIA/BDNF/SHC1/HDAC1/PPP1R1B/CREB3L2/HDAC4/CRH/HDAC3/CAMKK2/PPP1CA/MAPK1/GNG11/CALML6/SLC18A1/SLC29A2/MAOA/MAOB 26 KEGG hsa00860 Porphyrin metabolism 3/1614 43/8135 0.9951 1 0.6618 GUSB/MMAB/HMOX2 3 KEGG hsa04975 Fat digestion and absorption 3/1614 43/8135 0.9951 1 0.6618 APOB/CD36/DGAT2 3 KEGG hsa00190 Oxidative phosphorylation 15/1614 134/8135 0.9975 1 0.6618 TCIRG1/ATP6AP1/COX7A1/ATP6V1A/NDUFA4L2/ATP6V0B/NDUFA5/UQCRB/COX6A2/ATP6V1C1/ATP6V1B2/NDUFC1/CYCS/COX2/NDUFA4 15 KEGG hsa05033 Nicotine addiction 2/1614 40/8135 0.9985 1 0.6618 GABRA2/SLC17A6 2 KEGG hsa04742 Taste transduction 5/1614 86/8135 0.9999 1 0.6618 PRKACB/GABRA2/TAS2R5/P2RY4/PLCB4 5 KEGG hsa03040 Spliceosome 12/1614 147/8135 1 1 0.6618 PRPF6/HSPA6/HNRNPC/EIF4A3/PRPF40B/SF3B4/CCDC12/TRA2A/DDX46/HNRNPU/SRSF10/NCBP2 12 KEGG hsa04080 Neuroactive ligand-receptor interaction 41/1614 353/8135 1 1 0.6618 NPY1R/VIP/NPY5R/GHR/GABRA2/P2RY14/P2RY2/CHRNA1/THRB/P2RX4/PARD3/LHCGR/P2RX7/LEP/TSPO/EDNRB/CCKBR/EDN1/CRHR1/FPR1/MTNR1B/ADRA1A/C5AR1/CALCR/CRH/GHRHR/PTGER3/RLN1/FPR3/GRM6/P2RY4/AVPR1A/CGA/HTR2A/C3AR1/TAAR2/RXFP2/VIPR1/GRIK1/ADRA2C/CHRM2 41 KEGG hsa05016 Huntington disease 33/1614 306/8135 1 1 0.6618 GNAQ/SLC25A6/BAX/CREB3/PPARGC1A/BDNF/COX7A1/SLC25A4/NDUFA4L2/HDAC1/SLC25A5/NDUFA5/ATG101/PSMB4/TP53/GPX8/CREB3L2/CASP9/DNAH2/UQCRB/COX6A2/HTT/CLTCL1/NDUFC1/CYCS/STX1A/GPX1/PLCB4/COX2/NDUFA4/CLTA/AP2S1/POLR2H 33 KEGG hsa03008 Ribosome biogenesis in eukaryotes 6/1614 109/8135 1 1 0.6618 NXT1/POP5/EIF6/POP1/CSNK2B/UTP14A 6 KEGG hsa05014 Amyotrophic lateral sclerosis 41/1614 364/8135 1 1 0.6618 ERBB4/PRPH/MAPK13/BAX/SIGMAR1/UBQLN4/COX7A1/TNFRSF1A/TNFRSF1B/RAB8A/NDUFA4L2/OPTN/BID/MCU/NXT1/NDUFA5/ATG101/NUP50/PSMB4/TP53/GPX8/CASP9/NEFH/NDC1/DNAH2/UQCRB/PFN1/DERL1/HSPA5/COX6A2/NDUFC1/CYCS/XBP1/PPP3R1/SQSTM1/GPX1/BCL2/PINK1/COX2/MAPK12/NDUFA4 41 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 1/1614 66/8135 1 1 0.6618 AARS2 1 KEGG hsa03010 Ribosome 6/1614 158/8135 1 1 0.6618 RPL22L1/RPL3L/RPS27L/MRPL20/RPS15A/MRPL1 6 KEGG hsa04740 Olfactory transduction 21/1614 440/8135 1 1 0.6618 PRKACB/SLC8A3/OR51B4/GNAL/OR1D5/CAMK2B/OR10H3/OR1F1/PRKG1/CALML6/OR8D1/ARRB2/RGS2/OR2L13/OR1I1/OR8B2/OR8D2/CAMK2G/CAMK2A/OR13C4/OR2F2 21