ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04010 MAPK signaling pathway 94/1853 294/8135 0.0001427 0.0272 0.02169 HGF/MAPK8IP1/FGF16/NTF3/FGF18/RPS6KA5/FGFR2/CSF1R/MRAS/MAP2K6/PDGFA/DUSP16/MAPK3/PAK1/MAP2K5/PLA2G4F/RPS6KA6/EGFR/IL1R1/MAPK1/MAPK10/FGF1/FLT3LG/CACNA1H/PAK2/FGF7/ELK1/DUSP5/FGF10/MAP4K4/SRF/MAP3K8/FGF2/CACNB2/KRAS/PLA2G4A/GNG12/CACNG4/DUSP4/JUN/DUSP8/TGFB3/KITLG/MAP3K12/RAP1A/CDC25B/BDNF/PRKACB/RASGRP1/PDGFB/JMJD7-PLA2G4B/PPP3CB/HSPA6/FGF17/TGFBR2/FLNC/ARAF/ARRB1/FGF8/CSF1/MAPKAPK3/FGFR4/TGFBR1/FGFR1/ERBB4/CACNA2D3/ERBB2/AREG/IL1B/PTPN7/MAP2K1/RASGRF1/MKNK2/CACNA2D1/FGF6/RPS6KA3/CACNG5/GADD45G/MYD88/ARRB2/CRKL/PPP3R2/RASGRP2/CASP3/KIT/MAP3K4/PGF/RRAS2/MAP4K1/GADD45B/MAX/MAPK9/EPHA2/MAPK8 94 KEGG hsa04921 Oxytocin signaling pathway 55/1853 154/8135 0.0001629 0.0272 0.02169 ADCY8/GUCY1A2/PPP1R12B/PLCB4/RGS2/PLCB1/NPR1/MAPK3/MAP2K5/PLA2G4F/EGFR/MAPK1/KCNJ5/CAMK1/KCNJ2/ELK1/PIK3R6/PRKAA2/CACNB2/CAMK1G/KRAS/PLA2G4A/CACNG4/JUN/ROCK1/CAMKK2/ADCY4/PRKACB/NFATC4/JMJD7-PLA2G4B/PPP3CB/GNAI1/RCAN1/KCNJ6/PPP1CB/GNAQ/MYL6B/PPP1CC/OXTR/PRKAB1/CACNA2D3/EEF2K/PIK3R5/PLCB2/CAMK4/MAP2K1/SRC/CACNA2D1/ADCY3/NOS3/CACNG5/PRKAG1/PPP3R2/PRKAB2/CD38 55 KEGG hsa05226 Gastric cancer 52/1853 149/8135 0.0004616 0.04019 0.03205 HGF/FGF16/SHC2/WNT9A/FGF18/FGFR2/WNT16/WNT11/SHC3/MAPK3/DVL2/WNT10B/WNT2/EGFR/MAPK1/PIK3CB/CDK2/APC/FGF1/FGF7/FGF10/TCF7/FGF2/KRAS/TGFB3/CCNE1/AXIN1/JUP/SMAD2/ABCB1/FGF17/TGFBR2/CCNE2/ARAF/WNT4/FGF8/FRAT1/FZD1/FZD8/TGFBR1/ERBB2/CTNNA3/MAP2K1/FGF6/BCL2/BAK1/GADD45G/GAB1/APC2/WNT1/GADD45B/SMAD4 52 KEGG hsa04022 cGMP-PKG signaling pathway 57/1853 167/8135 0.0004813 0.04019 0.03205 ADCY8/GUCY1A2/PDE3B/PLCB4/ADORA1/RGS2/PLCB1/AGTR1/ATP1A2/SLC8A1/ADRA2A/NPR1/MAPK3/ADRB2/MAPK1/KCNMB1/PIK3R6/SRF/PRKCE/KNG1/VASP/ATP1A3/ROCK1/EDNRB/ADCY4/CREB1/EDNRA/NFATC4/PPP3CB/ATP1B1/GNAI1/PPP1CB/NPPB/GNAQ/PPP1CC/ADRA2B/PIK3R5/PLCB2/ATP2B3/PPIF/MAP2K1/ADCY3/PRKG2/NOS3/ADRA1B/ATP2B2/MYH7/PPP3R2/CREB3L4/GTF2IRD1/PRKG1/VDAC3/FXYD2/CREB3L3/PDE3A/PDE2A/KCNJ8 57 KEGG hsa04015 Rap1 signaling pathway 67/1853 210/8135 0.001314 0.07704 0.06143 ADCY8/HGF/PARD6B/THBS1/FGF16/GRIN2A/ITGB2/FGF18/PLCB4/FGFR2/PLCB1/CSF1R/RASSF5/MRAS/MAP2K6/PDGFA/PARD6A/MAPK3/MAGI3/EGFR/MAPK1/PIK3CB/FGF1/FGF7/EVL/FGF10/FGF2/SIPA1L2/ADORA2B/VASP/KRAS/LPAR4/KITLG/PLCE1/RAP1A/RAP1GAP/ADCY4/PDGFB/GNAI1/FGF17/DRD2/GNAQ/FGF8/CSF1/LPAR1/FGFR4/FGFR1/PLCB2/MAP2K1/RAPGEF1/TLN2/SRC/PRKD1/ADCY3/PFN2/FGF6/ADORA2A/RAPGEF5/MAGI1/RALB/CRKL/RASGRP2/KIT/PGF/ITGB3/PARD6G/EPHA2 67 KEGG hsa00071 Fatty acid degradation 19/1853 43/8135 0.001478 0.07704 0.06143 ADH1A/ACSL5/ALDH3A2/HADH/ADH1C/ALDH1B1/ACADS/ADH5/HADHA/CPT1C/ACADSB/ALDH9A1/CYP2U1/ACOX3/ALDH2/ADH4/CPT2/ACAT2/ACSL1 19 KEGG hsa04924 Renin secretion 27/1853 69/8135 0.001615 0.07704 0.06143 GUCY1A2/PDE3B/PLCB4/ADORA1/PLCB1/AGTR1/CLCA2/NPR1/ADRB2/ACE/PTGER2/CLCA1/PDE1B/KCNJ2/REN/AQP1/PRKACB/CREB1/EDNRA/PPP3CB/GNAI1/EDN1/GNAQ/PLCB2/PRKG2/PPP3R2/PDE3A 27 KEGG hsa04020 Calcium signaling pathway 74/1853 240/8135 0.002146 0.08584 0.06844 ADCY8/HGF/FGF16/GRIN2A/HTR2A/FGF18/PLCB4/FGFR2/PLCB1/AGTR1/SLC8A1/PDGFA/ADRB2/P2RX7/STIM2/EGFR/CAMK1/CHRM1/PDE1B/FGF1/CACNA1H/FGF7/CHRM2/GRM1/FGF10/TNNC2/FGF2/PHKA1/PTGFR/ADORA2B/CAMK1G/MST1R/GRIN2C/GNA14/SPHK2/EDNRB/PLCE1/ADCY4/HTR2B/PRKACB/EDNRA/PDGFB/PPP3CB/PLCD3/FGF17/GNAQ/FGF8/OXTR/FGFR4/FGFR1/ERBB4/ERBB2/P2RX2/PLCB2/CAMK4/GRM5/ATP2B3/PPIF/ADCY3/FGF6/ADORA2A/NTRK3/NOS3/ADRA1B/MCOLN3/ATP2B2/P2RX4/PPP3R2/ITPKB/HRC/TRHR/CD38/VDAC3/CHRNA7 74 KEGG hsa04810 Regulation of actin cytoskeleton 68/1853 218/8135 0.002313 0.08584 0.06844 FGF16/PPP1R12B/ITGB2/FGF18/ARHGEF4/FGFR2/ITGB8/MRAS/PDGFA/MAPK3/PAK1/ARHGEF7/MYH10/EGFR/MAPK1/PIK3CB/ITGA2/CHRM1/APC/FGF1/CYFIP2/PAK2/FGF7/CHRM2/FGF10/FGF2/MSN/KNG1/KRAS/GNG12/MYLPF/LPAR4/MYL7/ROCK1/ACTN1/PDGFB/SSH3/FGF17/PPP1CB/ABI2/ARAF/FGF8/SPATA13/MYH11/PPP1CC/CHRM4/LPAR1/FGFR4/NCKAP1L/FGFR1/ITGA9/TMSB4Y/SSH1/MAP2K1/SRC/PFN2/FGF6/CRKL/APC2/ITGA8/LIMK2/FGD3/DIAPH2/RRAS2/ITGA10/ITGB3/BAIAP2/LIMK1 68 KEGG hsa04514 Cell adhesion molecules 49/1853 149/8135 0.002812 0.08802 0.07018 NLGN3/CD34/CLDN4/ITGB2/ITGB8/ICAM2/PTPRC/CDH4/NEGR1/SELL/CLDN9/HLA-DQA1/SPN/CDH15/ICAM3/LRRC4B/CDH5/CLDN23/CD274/NRCAM/CTLA4/PDCD1/CD99L2/CD276/HLA-DQA2/SELPLG/MPZL1/NRXN2/OCLN/ITGA9/CDH3/HLA-DOA/CD40/CLDN17/CLDN19/CD226/CLDN7/NRXN3/CLDN22/CLDN6/NLGN2/TIGIT/CLDN11/JAM2/ITGA8/ALCAM/NTNG2/CD40LG/NEO1 49 KEGG hsa04977 Vitamin digestion and absorption 12/1853 24/8135 0.003159 0.08802 0.07018 PLB1/SLC19A3/BTD/APOA4/APOA1/TCN2/CUBN/ABCC1/SLC46A1/PNLIP/LMBRD1/SCARB1 12 KEGG hsa05218 Melanoma 27/1853 72/8135 0.003307 0.08802 0.07018 HGF/FGF16/FGF18/PDGFA/MAPK3/EGFR/MAPK1/PIK3CB/MITF/FGF1/FGF7/FGF10/FGF2/KRAS/PDGFB/CDK6/FGF17/ARAF/FGF8/PTEN/FGFR1/MAP2K1/FGF6/BAK1/GADD45G/GADD45B/CDK4 27 KEGG hsa04926 Relaxin signaling pathway 43/1853 129/8135 0.003738 0.08802 0.07018 ADCY8/SHC2/PLCB4/PLCB1/SHC3/MAPK3/EGFR/RXFP1/MAPK1/PIK3CB/MAPK10/KRAS/GNG12/JUN/EDNRB/COL4A1/ADCY4/PRKACB/RXFP3/CREB1/COL4A5/GNAI1/SMAD2/TGFBR2/ARRB1/MMP9/EDN1/TGFBR1/PLCB2/RXFP4/MAP2K1/SRC/ADCY3/NOS3/MMP1/ARRB2/GNG2/CREB3L4/GNB4/CREB3L3/INSL3/MAPK9/MAPK8 43 KEGG hsa04115 p53 signaling pathway 27/1853 73/8135 0.004131 0.08802 0.07018 THBS1/RPRM/CYCS/CDK2/STEAP3/CCNG1/SESN3/CCNE1/ATR/CDK6/CCNE2/EI24/PTEN/CCNB1/CHEK2/BCL2/GADD45G/CASP9/CCNG2/CASP3/SFN/CD82/RRM2/GADD45B/CCND2/CDK4/PMAIP1 27 KEGG hsa04668 TNF signaling pathway 38/1853 112/8135 0.00443 0.08802 0.07018 IL6/RPS6KA5/IRF1/MAP2K6/CXCL6/TNFRSF1B/IL18R1/MAPK3/MAPK1/PIK3CB/MAPK10/MLKL/CXCL2/MAP3K8/JUN/NOD2/CXCL1/CREB1/CSF2/MMP9/EDN1/CSF1/CASP10/IL1B/RIPK3/MAP2K1/CASP3/CREB3L4/CXCL5/MMP3/CXCL10/BCL3/CREB3L3/FADD/BAG4/DNM1L/MAPK9/MAPK8 38 KEGG hsa04720 Long-term potentiation 25/1853 67/8135 0.004967 0.08802 0.07018 ADCY8/GRIN2A/PLCB4/PLCB1/MAPK3/RPS6KA6/MAPK1/GRIA1/GRM1/KRAS/GRIN2C/RAP1A/PRKACB/PPP3CB/PPP1R1A/PPP1CB/ARAF/GNAQ/PPP1CC/PLCB2/CAMK4/GRM5/MAP2K1/RPS6KA3/PPP3R2 25 KEGG hsa05142 Chagas disease 35/1853 102/8135 0.005029 0.08802 0.07018 IL6/PLCB4/PPP2R2B/PLCB1/IL12A/MAPK3/ACE/IL10/MAPK1/PPP2R2A/PIK3CB/MAPK10/KNG1/JUN/TGFB3/GNA14/PPP2CB/GNAI1/TLR6/SMAD2/TGFBR2/GNAQ/TGFBR1/CD247/IL12B/IL1B/PLCB2/C1QC/MYD88/PPP2R1A/C1QB/FADD/TLR2/MAPK9/MAPK8 35 KEGG hsa04068 FoxO signaling pathway 43/1853 131/8135 0.005118 0.08802 0.07018 S1PR1/IL6/IL7R/MAPK3/EGFR/IL10/MAPK1/TNFSF10/PIK3CB/CDK2/MAPK10/G6PC3/GRM1/PRKAA2/CAT/KRAS/TGFB3/PLK4/PLK1/CCNB3/TGFBR2/ARAF/PTEN/CCNB1/SKP2/TGFBR1/PRKAB1/MAP2K1/STK11/HOMER1/S1PR4/PRKAG1/GADD45G/CCNG2/SOD2/PRKAB2/PLK3/FOXO3/GADD45B/SMAD4/CCND2/MAPK9/MAPK8 43 KEGG hsa05225 Hepatocellular carcinoma 53/1853 168/8135 0.005162 0.08802 0.07018 HGF/SHC2/WNT9A/SMARCD2/WNT16/WNT11/SHC3/MAPK3/DVL2/WNT10B/GSTT1/WNT2/EGFR/MAPK1/PIK3CB/GSTA4/APC/ELK1/TCF7/DPF1/KRAS/SMARCE1/TGFB3/GSTM4/AXIN1/KEAP1/CDK6/SMAD2/DPF3/TGFBR2/ARAF/WNT4/FRAT1/PTEN/FZD1/GSTM5/GSTM3/FZD8/TXNRD3/TGFBR1/GSTA2/MAP2K1/SMARCD3/BAK1/GSTT2/GADD45G/GAB1/APC2/PHF10/WNT1/GADD45B/SMAD4/CDK4 53 KEGG hsa04024 cAMP signaling pathway 67/1853 221/8135 0.00527 0.08802 0.07018 ADCY8/PDE3B/GRIN2A/PLD1/ADORA1/ATP1A2/CNGA3/NPR1/MAPK3/ADRB2/PAK1/GRIA3/PTGER2/MAPK1/SSTR1/PIK3CB/GRIN3A/GRIA1/CHRM1/MAPK10/CHRM2/MC2R/GIP/GRIN2C/JUN/ATP1A3/ROCK1/PLCE1/RAP1A/BDNF/ADCY4/PRKACB/CREB1/EDNRA/ATP1B1/FXYD1/GNAI1/PPP1CB/PDE4D/DRD2/EDN1/PPP1CC/GABBR2/OXTR/FFAR2/CAMK4/ATP2B3/MAP2K1/ADCY3/ACOX3/ADORA2A/HTR1A/CRHR2/HTR1B/ATP2B2/NPY1R/PDE4C/CREB3L4/GPR119/FXYD2/CREB3L3/GPHA2/SST/RRAS2/PDE3A/MAPK9/MAPK8 67 KEGG hsa04380 Osteoclast differentiation 42/1853 128/8135 0.005658 0.08949 0.07136 CSF1R/MAP2K6/TNFRSF11A/MAPK3/IL1R1/MAPK1/PIK3CB/MITF/MAPK10/TEC/TREM2/PPARG/JUN/NCF2/CREB1/PPP3CB/TGFBR2/NOX1/FOSL1/LCK/GAB2/CSF1/LILRB3/TGFBR1/FCGR2B/OSCAR/IL1B/CAMK4/MAP2K1/LILRA1/SIRPA/TYROBP/PPP3R2/FCGR2A/SIRPG/TNFRSF11B/ITGB3/NCF4/ACP5/MAPK9/SPI1/MAPK8 42 KEGG hsa04530 Tight junction 53/1853 169/8135 0.005895 0.08949 0.07136 PARD6B/CLDN4/PPP2R2B/RAB8A/PARD6A/MYH10/PPP2R2A/ARHGEF18/MARVELD2/MAPK10/TJP1/CLDN9/TJP2/LLGL2/CGNL1/PRKAA2/PRKCE/MSN/CRB3/CLDN23/VASP/JUN/MPP4/ROCK1/ACTN1/RAP1A/PRKACB/PPP2CB/OCLN/MYH11/MYL6B/PRKAB1/ERBB2/CGN/CLDN17/SRC/CLDN19/CLDN7/STK11/PRKAG1/CLDN22/MAGI1/PRKAB2/CLDN6/SYNPO/CLDN11/JAM2/PPP2R1A/CDK4/PARD6G/MAPK9/MICALL2/MAPK8 53 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 34/1853 100/8135 0.006621 0.09615 0.07667 IL6/PLCB4/PLCB1/AGTR1/MAPK3/MAPK1/F3/PIK3CB/MAPK10/PRKCE/AGER/KRAS/JUN/TGFB3/PLCE1/COL4A1/STAT5A/COL4A5/PLCD3/SMAD2/TGFBR2/NOX1/EDN1/PRKCD/TGFBR1/IL1B/PLCB2/NOS3/BCL2/CASP3/SMAD4/CDK4/MAPK9/MAPK8 34 KEGG hsa05210 Colorectal cancer 30/1853 86/8135 0.006919 0.09629 0.07678 MAPK3/CYCS/EGFR/MAPK1/PIK3CB/APC/MAPK10/TCF7/KRAS/JUN/TGFB3/AXIN1/SMAD2/TGFBR2/ARAF/TGFBR1/AREG/MAP2K1/BCL2/BAK1/GADD45G/CASP9/RALB/CASP3/APC2/GADD45B/SMAD4/MAPK9/PMAIP1/MAPK8 30 KEGG hsa04916 Melanogenesis 34/1853 101/8135 0.007848 0.09667 0.07708 ADCY8/WNT9A/PLCB4/PLCB1/WNT16/WNT11/MAPK3/DVL2/WNT10B/WNT2/MAPK1/MITF/TCF7/KRAS/MC1R/KITLG/EDNRB/ADCY4/PRKACB/CREB1/GNAI1/WNT4/EDN1/GNAQ/FZD1/FZD8/PLCB2/MAP2K1/ADCY3/CREB3L4/KIT/WNT1/CREB3L3/ASIP 34 KEGG hsa04270 Vascular smooth muscle contraction 43/1853 134/8135 0.007985 0.09667 0.07708 ADCY8/GUCY1A2/RAMP2/PPP1R12B/PLCB4/PLCB1/AGTR1/NPR1/MAPK3/PLA2G4F/MYH10/MAPK1/PTGIR/KCNMB1/PPP1R14A/PRKCE/ADORA2B/CALD1/PLA2G4A/ROCK1/ADCY4/PRKACB/EDNRA/JMJD7-PLA2G4B/PPP1CB/ARAF/NPPB/EDN1/GNAQ/MYH11/MYL6B/PPP1CC/PRKCD/PLCB2/MAP2K1/ADCY3/ADORA2A/ADRA1B/CALCRL/CALCA/PRKG1/PLA2G2D/ACTG2 43 KEGG hsa04350 TGF-beta signaling pathway 32/1853 94/8135 0.008104 0.09667 0.07708 THBS1/BMP7/MAPK3/MAPK1/INHBA/TFDP1/SMAD9/ACVR1C/RGMA/SMAD6/RBL1/LEFTY1/TGFB3/ROCK1/GDF6/GREM1/PPP2CB/TGIF1/BMP4/SMAD2/TGFBR2/NOG/FST/TGFBR1/PPP2R1A/ACVR1B/SMAD4/BMP6/ID4/E2F4/AMHR2/NEO1 32 KEGG hsa04657 IL-17 signaling pathway 32/1853 94/8135 0.008104 0.09667 0.07708 IL6/CXCL6/MAPK3/TRAF3IP2/MAPK1/IL17RA/MAPK10/CXCL2/USP25/IL17F/JUN/CXCL1/IL4/IL17D/IKBKE/CSF2/FOSL1/MMP9/IL17A/IL1B/MMP1/CSF3/CASP3/CXCL5/MMP3/CXCL10/IL17RB/IL17B/FADD/S100A7/MAPK9/MAPK8 32 KEGG hsa00562 Inositol phosphate metabolism 26/1853 73/8135 0.008502 0.09792 0.07808 PLCB4/PLCB1/INPP5J/PIK3CB/PLCH2/SYNJ2/MTMR4/INPP5E/IMPA2/MTMR14/CDIPT/INPP1/FIG4/PLCE1/PLCD3/PI4KB/PTEN/PI4KA/PLCB2/ALDH6A1/IPMK/OCRL/MTMR8/ITPKB/PIP5KL1/PLCH1 26 KEGG hsa04730 Long-term depression 22/1853 60/8135 0.01023 0.1138 0.09078 GUCY1A2/PLCB4/PLCB1/MAPK3/PLA2G4F/GRIA3/MAPK1/GRIA1/GRM1/KRAS/PLA2G4A/PPP2CB/JMJD7-PLA2G4B/GNAI1/GRID2/ARAF/GNAQ/PLCB2/MAP2K1/PRKG2/PRKG1/PPP2R1A 22 KEGG hsa01232 Nucleotide metabolism 29/1853 85/8135 0.01099 0.1169 0.09322 UPP1/AK7/NME7/NT5E/AK3/CTPS2/ENPP3/AK5/CANT1/ENPP1/ADK/NUDT16/TYMP/AMPD3/ENTPD6/GMPR/GMPS/UCK1/XDH/DGUOK/NT5C/ASMTL/UCKL1/HPRT1/UPP2/RRM2/ADSL/IMPDH2/GMPR2 29 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 15/1853 37/8135 0.01169 0.1169 0.09322 CPS1/ABAT/ASPA/GLUL/GLUD2/PPAT/GLS/DDO/GAD1/GFPT1/GLUD1/ADSL/GFPT2/ASNS/ASRGL1 15 KEGG hsa05143 African trypanosomiasis 15/1853 37/8135 0.01169 0.1169 0.09322 IL6/PLCB4/PLCB1/IDO1/IL12A/IL10/APOA1/KNG1/F2RL1/GNAQ/IL12B/IL1B/PLCB2/MYD88/IDO2 15 KEGG hsa04060 Cytokine-cytokine receptor interaction 84/1853 295/8135 0.0119 0.1169 0.09322 IL6/IL7R/PF4V1/TNFSF15/BMP7/TNFRSF21/CSF1R/CXCL6/TNFRSF1B/IL18R1/IL12RB1/TNFRSF11A/IL12A/IL33/TNFSF13B/IL1R1/IL10/IL17RA/TNFSF10/CSF2RB/IL27RA/IL7/BMP10/CCL21/CNTFR/INHBA/ACVR1C/CXCL2/TNFSF8/CX3CR1/CCR1/MPL/IL3RA/IL17F/TNFRSF17/TGFB3/CTF1/IL11RA/CXCL1/GDF6/IL6R/IL4/IL17D/IL21/BMP15/CSF2/EPOR/BMP4/CD70/TGFBR2/ACVRL1/CSF1/IL17A/IL19/TGFBR1/CCL18/IL12B/IL1B/CD40/CRLF2/CCL15/TSLP/IL16/XCR1/CSF3/CSF3R/IL26/CXCL5/IFNW1/CXCL10/TNFRSF11B/IL17RB/CCL4/ACVR1B/LEPR/TNFRSF10C/BMP6/IL17B/IL32/IL20RA/GDF10/CD40LG/AMHR2/TNFRSF14 84 KEGG hsa05323 Rheumatoid arthritis 31/1853 93/8135 0.01257 0.12 0.09567 ATP6V0E2/IL6/ITGB2/CXCL6/TNFRSF11A/TNFSF13B/TCIRG1/HLA-DQA1/ATP6V1E2/CXCL2/ATP6V1G3/JUN/TGFB3/CXCL1/CTLA4/HLA-DQA2/CSF2/CSF1/IL17A/ATP6AP1/HLA-DOA/IL1B/MMP1/ATP6V1F/ATP6V1G2/ATP6V1C1/ATP6V0A1/CXCL5/MMP3/TLR2/ACP5 31 KEGG hsa05133 Pertussis 26/1853 76/8135 0.01495 0.1318 0.1051 IL6/ITGB2/C5/IRF1/CXCL6/IL12A/MAPK3/IL10/MAPK1/PYCARD/MAPK10/SERPING1/JUN/C2/GNAI1/IL12B/IL1B/NLRP3/C1QC/MYD88/CASP3/CXCL5/C4BPB/C1QB/MAPK9/MAPK8 26 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 46/1853 150/8135 0.01502 0.1318 0.1051 ADCY8/RPS6KA5/PLCB4/PPP2R2B/PLCB1/AGTR1/ATP1A2/SLC8A1/MAPK3/ADRB2/MAPK1/PPP2R2A/PIK3R6/CACNB2/CACNG4/ATP1A3/ADCY4/PRKACB/PPP2CB/CREB1/ATP1B1/GNAI1/PPP1R1A/SCN5A/PPP1CB/GNAQ/PPP1CC/CACNA2D3/PIK3R5/PLCB2/ATP2B3/TPM3/CACNA2D1/ADCY3/ADRA1B/BCL2/TNNT2/ACTC1/CACNG5/ATP2B2/MYH7/PPP2R5D/CREB3L4/FXYD2/CREB3L3/PPP2R1A 46 KEGG hsa04925 Aldosterone synthesis and secretion 32/1853 98/8135 0.01558 0.1318 0.1051 ADCY8/PLCB4/PLCB1/AGTR1/ATP1A2/NPR1/KCNJ5/CAMK1/CACNA1H/MC2R/LDLR/PRKCE/CAMK1G/ATP1A3/ATF1/ADCY4/PRKACB/CREB1/ATP1B1/GNAQ/PLCB2/CAMK4/ATP2B3/PRKD1/ADCY3/STAR/ATP2B2/CREB3L4/CREB3L3/PDE2A/SCARB1/NR4A2 32 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 44/1853 143/8135 0.01613 0.1318 0.1051 WNT9A/FGFR2/WNT16/WNT11/MAPK3/DVL2/WNT10B/SOX2/WNT2/KLF4/MAPK1/HESX1/PIK3CB/INHBA/APC/SMAD9/ACVR1C/LEFTY1/HAND1/TCF7/FGF2/SETDB1/KRAS/MEIS1/AXIN1/ONECUT1/BMP4/SMAD2/TBX3/WNT4/FZD1/FZD8/HOXA1/FGFR4/FGFR1/HOXD1/ESRRB/MAP2K1/POU5F1/APC2/WNT1/ACVR1B/SMAD4/ID4 44 KEGG hsa00230 Purine metabolism 40/1853 128/8135 0.01627 0.1318 0.1051 ADCY8/GUCY1A2/PDE3B/PDE7B/AK7/NME7/NPR1/PDE1B/NT5E/AK3/NUDT2/ENPP3/PPAT/AK5/CANT1/ENPP1/ADK/NUDT16/ADCY4/AMPD3/PAICS/PDE4D/PDE6G/ENTPD6/GMPR/GMPS/ADCY3/XDH/DGUOK/NT5C/HPRT1/PDE4C/PFAS/RRM2/PDE7A/ADSL/PDE3A/PDE2A/IMPDH2/GMPR2 40 KEGG hsa05224 Breast cancer 45/1853 147/8135 0.01655 0.1318 0.1051 FGF16/SHC2/WNT9A/FGF18/WNT16/WNT11/SHC3/MAPK3/DVL2/WNT10B/WNT2/EGFR/MAPK1/PIK3CB/APC/FGF1/FGF7/FGF10/TCF7/PGR/FGF2/KRAS/JUN/AXIN1/CDK6/FGF17/ARAF/WNT4/FGF8/FRAT1/PTEN/FZD1/FZD8/FGFR1/ERBB2/BRCA1/MAP2K1/FGF6/BAK1/GADD45G/KIT/APC2/WNT1/GADD45B/CDK4 45 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 34/1853 106/8135 0.01712 0.1318 0.1051 ADCY8/PLD1/PLCB4/PLCB1/MAPK3/EGFR/MAPK1/GCM1/KL/MAFB/ADCY4/PRKACB/CREB1/GNAI1/SOST/ARAF/PDE4D/ARRB1/GNAQ/FGFR1/PLCB2/MAP2K1/ADCY3/SLC34A1/BCL2/ARRB2/PDE4C/CREB3L4/PTHLH/CREB3L3/VDR/TRPV5/SLC34A2/NR4A2 34 KEGG hsa04934 Cushing syndrome 47/1853 155/8135 0.01736 0.1318 0.1051 ADCY8/PBX1/WNT9A/PLCB4/PLCB1/AGTR1/WNT16/WNT11/MAPK3/DVL2/WNT10B/WNT2/EGFR/MAPK1/CDK2/APC/CACNA1H/MC2R/LDLR/TCF7/CCNE1/RAP1A/AXIN1/ADCY4/PRKACB/CREB1/GNAI1/CDK6/CCNE2/WNT4/GNAQ/FZD1/FZD8/ASH2L/PLCB2/MAP2K1/CYP17A1/ADCY3/CRHR2/STAR/CREB3L4/APC2/MRAP/WNT1/CREB3L3/CDK4/SCARB1 47 KEGG hsa00380 Tryptophan metabolism 16/1853 42/8135 0.01807 0.1318 0.1051 IDO1/ALDH3A2/HADH/ALDH1B1/AOX1/CAT/ASMT/CYP1A2/HADHA/ALDH9A1/MAOB/ALDH8A1/ALDH2/INMT/IDO2/ACAT2 16 KEGG hsa04640 Hematopoietic cell lineage 32/1853 99/8135 0.01813 0.1318 0.1051 CD34/IL6/IL7R/CD55/CSF1R/IL1R1/ITGA2/IL7/FLT3LG/HLA-DQA1/IL3RA/KITLG/IL11RA/IL6R/ANPEP/IL4/FCER2/HLA-DQA2/CSF2/MME/EPOR/CSF1/HLA-DOA/IL1B/CD7/CSF3/CSF3R/KIT/CD38/CD5/ITGB3/CD37 32 KEGG hsa04540 Gap junction 29/1853 88/8135 0.01816 0.1318 0.1051 ADCY8/GUCY1A2/HTR2A/PLCB4/PLCB1/PDGFA/MAPK3/MAP2K5/EGFR/MAPK1/TJP1/GRM1/KRAS/ADCY4/HTR2B/PRKACB/PDGFB/GNAI1/DRD2/GNAQ/LPAR1/TUBB1/PLCB2/GRM5/MAP2K1/SRC/ADCY3/PRKG2/PRKG1 29 KEGG hsa04218 Cellular senescence 47/1853 156/8135 0.01951 0.1385 0.1105 IL6/CCNA1/RASSF5/MRAS/MAP2K6/MAPK3/TRAF3IP2/MAPK1/HIPK4/PIK3CB/RAD9B/CDK2/RBBP4/RBL1/ETS1/KRAS/CCNA2/FOXM1/TGFB3/CCNE1/NFATC4/CCNB3/PPP3CB/ATR/CDK6/SMAD2/TGFBR2/CCNE2/PPP1CB/PTEN/PPP1CC/CCNB1/TGFBR1/CHEK2/MAP2K1/HIPK3/GADD45G/PPP3R2/VDAC3/LIN54/RRAS2/FOXO3/GADD45B/E2F4/CCND2/KIR2DL4/CDK4 47 KEGG hsa04080 Neuroactive ligand-receptor interaction 97/1853 353/8135 0.01991 0.1385 0.1105 S1PR1/GRIN2A/C5/HTR2A/ADORA1/AGTR1/ADRA2A/ADRB2/P2RX7/GRIA3/THRB/LYPD6B/RXFP1/PTGER2/PTGIR/SSTR1/GRIN3A/GRIA1/CHRM1/PATE1/NMB/GLP2R/PENK/CHRM2/MC2R/HRH3/GRM1/GABRR3/PTGFR/ADORA2B/KNG1/GLRB/GIP/LPAR4/MC1R/GRIN2C/EDNRB/F2RL2/NTSR2/CHRNG/SCT/HRH4/HTR2B/GABRR1/MLNR/RXFP3/PMCH/GHRHR/EDNRA/GRID2/F2RL1/PRSS3/DRD2/PRSS2/OPRM1/EDN1/CHRM4/GABBR2/ADRA2B/UTS2/CTSG/LPAR1/OXTR/DRD4/MC3R/P2RX2/UCN3/C5AR1/GRM5/RXFP4/MLN/GCGR/GABRQ/NMUR2/CHRNA2/ADORA2A/HTR1A/ADRA1B/CALCRL/CRHR2/HTR1B/S1PR4/P2RX4/NPY1R/GHRH/TRHR/CALCA/P2RY2/GPHA2/SST/GALR2/INSL3/CHRNB2/LEPR/CHRNA7/CCK/TAAR2 97 KEGG hsa04625 C-type lectin receptor signaling pathway 33/1853 104/8135 0.02187 0.1422 0.1134 IL6/IRF1/MRAS/CARD9/IL12A/MAPK3/PAK1/IL10/MAPK1/PIK3CB/EGR3/PYCARD/MAPK10/KRAS/JUN/IL17D/IKBKE/NFATC4/PPP3CB/PRKCD/IL12B/IL1B/SRC/NLRP3/CLEC4M/PPP3R2/PLK3/BCL3/CLEC4D/LSP1/RRAS2/MAPK9/MAPK8 33 KEGG hsa04071 Sphingolipid signaling pathway 37/1853 119/8135 0.02194 0.1422 0.1134 S1PR1/SPTLC3/PLD1/PLCB4/PPP2R2B/ADORA1/PLCB1/MAPK3/MAPK1/PPP2R2A/PIK3CB/MAPK10/PRKCE/SGPL1/KNG1/KRAS/ROCK1/SPHK2/SMPD1/PPP2CB/ABCC1/GNAI1/ACER1/GNAQ/GAB2/PTEN/PLCB2/MAP2K1/NOS3/BCL2/S1PR4/PPP2R5D/DEGS1/SGMS2/PPP2R1A/MAPK9/MAPK8 37 KEGG hsa04614 Renin-angiotensin system 10/1853 23/8135 0.022 0.1422 0.1134 AGTR1/ACE/REN/ANPEP/MME/CMA1/CTSG/PREP/ENPEP/KLK2 10 KEGG hsa04915 Estrogen signaling pathway 42/1853 138/8135 0.02215 0.1422 0.1134 ADCY8/SHC2/PLCB4/PLCB1/KRT24/SHC3/MAPK3/EGFR/MAPK1/PIK3CB/KCNJ5/NCOA2/KRT34/GRM1/PGR/KRAS/JUN/ADCY4/PRKACB/CREB1/KRT31/GNAI1/KCNJ6/HSPA6/KRT23/KRT18/MMP9/OPRM1/GNAQ/GABBR2/PRKCD/PLCB2/KRT13/MAP2K1/SRC/ADCY3/NOS3/BCL2/KRT33B/KRT33A/CREB3L4/CREB3L3 42 KEGG hsa04936 Alcoholic liver disease 43/1853 142/8135 0.02265 0.1428 0.1138 IL6/C5/ADH1A/PPARGC1A/MAP2K6/ALDH3A2/IL12A/ADH1C/IL17RA/ALDH1B1/LPIN1/MAPK10/PRKAA2/TCF7/CXCL2/ADH5/CXCL1/CAMKK2/ADIPOQ/C2/CPT1C/IKBKE/ALDH9A1/IL17A/ACACB/PRKAB1/IL12B/IL1B/C5AR1/ACOX3/C1QC/ALDH2/ADH4/PRKAG1/MYD88/PRKAB2/CASP3/TRA2A/FOXO3/C1QB/FADD/MAPK9/MAPK8 43 KEGG hsa04911 Insulin secretion 28/1853 86/8135 0.02355 0.1457 0.1162 ADCY8/PLCB4/PLCB1/ATP1A2/KCNMB1/STX1A/PCLO/GIP/ATP1A3/KCNN2/ADCY4/PRKACB/CREB1/ATP1B1/GNAQ/PLCB2/PDX1/ADCY3/KCNN1/SNAP25/ABCC8/CREB3L4/KCNN3/GPR119/FXYD2/CREB3L3/KCNN4/CCK 28 KEGG hsa04014 Ras signaling pathway 66/1853 232/8135 0.02422 0.1471 0.1173 HGF/FGF16/GRIN2A/NTF3/SHC2/PLD1/FGF18/FGFR2/RASA3/CSF1R/RASSF5/MRAS/PDGFA/SHC3/MAPK3/PAK1/PLA2G4F/EGFR/MAPK1/RASAL2/PIK3CB/MAPK10/FGF1/FLT3LG/PAK2/FGF7/ELK1/FGF10/FGF2/ETS1/KRAS/PLA2G4A/GNG12/KITLG/PLCE1/RAP1A/RASA4/BDNF/PRKACB/RASGRP1/PDGFB/JMJD7-PLA2G4B/FGF17/GAB2/FGF8/CSF1/FGFR4/FGFR1/MAP2K1/RASGRF1/ABL2/RAB5C/FGF6/RAPGEF5/GAB1/RALB/GNG2/RASGRP2/KIT/GNB4/PGF/RRAS2/PLA2G2D/MAPK9/EPHA2/MAPK8 66 KEGG hsa05321 Inflammatory bowel disease 22/1853 65/8135 0.02708 0.1615 0.1288 TLR5/IL6/IL18R1/IL12RB1/IL12A/IL10/HLA-DQA1/IL17F/JUN/NOD2/TGFB3/IL4/IL21/HLA-DQA2/SMAD2/FOXP3/IL17A/HLA-DOA/IL12B/IL1B/STAT4/TLR2 22 KEGG hsa05213 Endometrial cancer 20/1853 58/8135 0.02795 0.1638 0.1306 MAPK3/EGFR/MAPK1/PIK3CB/APC/ELK1/TCF7/KRAS/AXIN1/ARAF/PTEN/ERBB2/CTNNA3/MAP2K1/BAK1/GADD45G/CASP9/APC2/FOXO3/GADD45B 20 KEGG hsa04724 Glutamatergic synapse 35/1853 114/8135 0.03044 0.1733 0.1382 ADCY8/GRIN2A/PLD1/PLCB4/PLCB1/MAPK3/PLA2G4F/GRIA3/GLUL/MAPK1/GRIN3A/GRIA1/GRM1/SLC1A3/GLS/PLA2G4A/GNG12/DLGAP1/GRIN2C/SLC1A1/ADCY4/PRKACB/JMJD7-PLA2G4B/PPP3CB/GNAI1/DLG4/GNAQ/PLCB2/GRM5/ADCY3/HOMER1/GNG2/PPP3R2/SLC1A2/GNB4 35 KEGG hsa01524 Platinum drug resistance 24/1853 73/8135 0.03062 0.1733 0.1382 MAPK3/GSTT1/CYCS/MAPK1/ATP7B/PIK3CB/GSTA4/TOP2A/REV3L/GSTM4/GSTM5/GSTM3/ERBB2/GSTA2/BRCA1/XPA/BCL2/BAK1/GSTT2/CASP9/CASP3/FADD/PMAIP1/ABCC2 24 KEGG hsa04974 Protein digestion and absorption 32/1853 103/8135 0.03179 0.1769 0.1411 DPP4/COL9A3/KCNK5/COL8A1/COL10A1/ATP1A2/SLC8A1/COL17A1/COL11A1/SLC36A1/ATP1A3/SLC1A1/CTRL/KCNE3/COL4A1/COL4A5/ATP1B1/MME/SLC7A7/MEP1A/PRSS3/PRSS2/SLC36A3/COL20A1/ELN/COL5A2/CPB1/COL5A3/KCNJ13/FXYD2/KCNN4/COL22A1 32 KEGG hsa04110 Cell cycle 38/1853 126/8135 0.03266 0.1769 0.1411 CCNA1/TFDP2/CDK2/TFDP1/WEE1/RBL1/CCNA2/TGFB3/CCNE1/CDC25B/PLK1/CCNB3/TTK/ATR/SMC1B/CDK6/SMAD2/CCNE2/CCNB1/SKP2/CHEK2/PTTG2/DBF4/YWHAG/CDC14B/CDC25C/HDAC1/BUB1B/GADD45G/SFN/GADD45B/SMAD4/CDC6/MAD2L1/E2F4/CCND2/CDK4/BUB1 38 KEGG hsa04390 Hippo signaling pathway 46/1853 157/8135 0.03325 0.1769 0.1411 PARD6B/ITGB2/WNT9A/PPP2R2B/BMP7/WNT16/PARD6A/WNT11/DVL2/WNT10B/SOX2/WNT2/PPP2R2A/TEAD1/APC/FGF1/CRB1/LLGL2/TCF7/TGFB3/GDF6/AXIN1/PPP2CB/DLG4/BMP4/SMAD2/TGFBR2/PPP1CB/WNT4/FZD1/PPP1CC/FZD8/TGFBR1/YWHAG/AREG/CTNNA3/WWTR1/YAP1/APC2/LATS2/WNT1/PPP2R1A/SMAD4/BMP6/CCND2/PARD6G 46 KEGG hsa00410 beta-Alanine metabolism 12/1853 31/8135 0.03359 0.1769 0.1411 ABAT/ALDH3A2/ALDH1B1/ACADS/HADHA/ALDH9A1/GAD1/ALDH6A1/ACOX3/ALDH2/ALDH3A1/CNDP1 12 KEGG hsa04012 ErbB signaling pathway 27/1853 85/8135 0.03519 0.1769 0.1411 SHC2/BTC/SHC3/MAPK3/PAK1/EGFR/MAPK1/PIK3CB/MAPK10/PAK2/ELK1/NCK1/KRAS/JUN/STAT5A/ARAF/ERBB4/ERBB2/AREG/MAP2K1/ABL2/SRC/GAB1/CRKL/NRG1/MAPK9/MAPK8 27 KEGG hsa04610 Complement and coagulation cascades 27/1853 85/8135 0.03519 0.1769 0.1411 MASP1/ITGB2/C5/CD55/CFB/F3/F10/F13A1/C9/SERPING1/KNG1/F2RL2/C2/F5/F8/F12/SERPIND1/CFD/SERPINB2/CFHR1/C5AR1/C1QC/CD46/C4BPB/CFH/C1QB/CFHR3 27 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 7/1853 15/8135 0.03549 0.1769 0.1411 B3GALT5/A4GALT/NAGA/B3GALNT1/FUT1/ST8SIA1/HEXA 7 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 7/1853 15/8135 0.03549 0.1769 0.1411 ST6GALNAC5/ST3GAL5/B4GALNT1/ST6GALNAC4/ST6GALNAC6/ST8SIA1/HEXA 7 KEGG hsa05030 Cocaine addiction 17/1853 49/8135 0.03849 0.189 0.1507 GRIN2A/RGS9/GRIN3A/GRIN2C/JUN/BDNF/PRKACB/CREB1/GNAI1/DLG4/DRD2/MAOB/CDK5R1/SLC18A2/GPSM1/CREB3L4/CREB3L3 17 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 18/1853 53/8135 0.04156 0.1984 0.1582 DNM1/PLCB4/PLCB1/ATP1A2/SLC8A1/KL/CLTCL1/ATP1A3/PRKACB/ATP1B1/GNAQ/PLCB2/ATP2B3/ATP2B2/FXYD2/VDR/TRPV5/KLK2 18 KEGG hsa05410 Hypertrophic cardiomyopathy 28/1853 90/8135 0.04187 0.1984 0.1582 IL6/ITGB8/SLC8A1/ACE/ITGA2/TTN/PRKAA2/SGCD/CACNB2/CACNG4/TGFB3/EDN1/DMD/ITGA9/PRKAB1/EMD/CACNA2D3/TPM3/CACNA2D1/TNNT2/ACTC1/CACNG5/MYH7/PRKAG1/PRKAB2/ITGA8/ITGA10/ITGB3 28 KEGG hsa04929 GnRH secretion 21/1853 64/8135 0.04217 0.1984 0.1582 PLCB4/PLCB1/MAPK3/MAPK1/PIK3CB/KCNJ5/CACNA1H/KRAS/KCNN2/SPP1/KCNJ6/ARRB1/GNAQ/GABBR2/PLCB2/MAP2K1/ARRB2/KCNN1/KCNN3/HCN1/KCNN4 21 KEGG hsa04725 Cholinergic synapse 34/1853 113/8135 0.0429 0.199 0.1587 ADCY8/PLCB4/PLCB1/MAPK3/CHAT/MAPK1/PIK3CB/CHRM1/KCNJ2/CHRM2/PIK3R6/KRAS/GNG12/ADCY4/PRKACB/CREB1/GNAI1/KCNQ4/KCNJ6/KCNQ3/GNAQ/CHRM4/PIK3R5/PLCB2/CAMK4/MAP2K1/ADCY3/BCL2/GNG2/CREB3L4/GNB4/CREB3L3/CHRNB2/CHRNA7 34 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 30/1853 98/8135 0.0443 0.201 0.1603 ADCY8/HTR2A/PLCB4/PLCB1/CYP2J2/MAP2K6/PLA2G4F/IL1R1/PTGER2/PIK3CB/MAPK10/PRKCE/KNG1/PLA2G4A/ADCY4/HTR2B/PRKACB/JMJD7-PLA2G4B/PPP1CB/F2RL1/GNAQ/PPP1CC/PRKCD/IL1B/PLCB2/SRC/ADCY3/P2RY2/MAPK9/MAPK8 30 KEGG hsa04914 Progesterone-mediated oocyte maturation 31/1853 102/8135 0.04539 0.201 0.1603 ADCY8/PDE3B/CCNA1/MAPK3/RPS6KA6/MAPK1/PIK3CB/CDK2/CPEB1/MAPK10/PGR/KRAS/CCNA2/CDC25B/ADCY4/PRKACB/AURKA/PLK1/CCNB3/GNAI1/ARAF/CCNB1/CPEB2/CDC25C/MAP2K1/ADCY3/RPS6KA3/MAD2L1/MAPK9/MAPK8/BUB1 31 KEGG hsa05146 Amoebiasis 31/1853 102/8135 0.04539 0.201 0.1603 LAMA3/IL6/ITGB2/PLCB4/PLCB1/IL12A/IL1R1/IL10/PIK3CB/LAMC2/CXCL2/C9/RAB7B/TGFB3/GNA14/CXCL1/ACTN1/COL4A1/PRKACB/COL4A5/CSF2/GNAQ/CTSG/SERPINB6/IL12B/IL1B/PLCB2/RAB5C/LAMB3/CASP3/TLR2 31 KEGG hsa04979 Cholesterol metabolism 17/1853 50/8135 0.04634 0.201 0.1603 CYP27A1/SOAT2/APOA4/LPA/CYP7A1/LIPC/APOA1/LDLR/APOE/SOAT1/LIPG/STAR/STARD3/MYLIP/VDAC3/ABCA1/SCARB1 17 KEGG hsa00982 Drug metabolism - cytochrome P450 23/1853 72/8135 0.04635 0.201 0.1603 CYP3A5/ADH1A/ADH1C/CYP3A4/GSTT1/GSTA4/AOX1/FMO3/ADH5/FMO5/CYP1A2/GSTM4/CYP2A7/GSTM5/GSTM3/FMO4/CYP2D6/MAOB/GSTA2/CYP2C8/ALDH3A1/GSTT2/ADH4 23 KEGG hsa05212 Pancreatic cancer 24/1853 76/8135 0.0482 0.2041 0.1628 PLD1/MAPK3/EGFR/MAPK1/PIK3CB/MAPK10/KRAS/TGFB3/CDK6/SMAD2/TGFBR2/ARAF/TGFBR1/ERBB2/MAP2K1/BAK1/GADD45G/CASP9/RALB/GADD45B/SMAD4/CDK4/MAPK9/MAPK8 24 KEGG hsa05160 Hepatitis C 45/1853 157/8135 0.04921 0.2041 0.1628 CLDN4/PPP2R2B/MAPK3/RSAD2/CYCS/EGFR/MAPK1/PPP2R2A/OAS2/PIK3CB/CDK2/CLDN9/OAS1/LDLR/CLDN23/KRAS/PPP2CB/MX1/IKBKE/CDK6/OCLN/ARAF/TLR3/EIF2AK1/YWHAG/CLDN17/MAP2K1/EIF2AK2/CLDN19/RNASEL/OAS3/CLDN7/BAK1/CASP9/CLDN22/CASP3/CLDN6/CXCL10/CLDN11/IFIT1/PPP2R1A/FADD/MX2/CDK4/SCARB1 45 KEGG hsa04927 Cortisol synthesis and secretion 21/1853 65/8135 0.04937 0.2041 0.1628 ADCY8/PBX1/NR0B1/PLCB4/PLCB1/AGTR1/CACNA1H/MC2R/LDLR/ADCY4/PRKACB/CREB1/GNAQ/PLCB2/CYP17A1/ADCY3/STAR/CREB3L4/MRAP/CREB3L3/SCARB1 21 KEGG hsa04151 PI3K-Akt signaling pathway 94/1853 354/8135 0.04951 0.2041 0.1628 HGF/THBS1/FGF16/LAMA3/IL6/NTF3/IL7R/COL9A3/FGF18/PPP2R2B/FGFR2/CSF1R/ITGB8/PDGFA/MAPK3/EGFR/MAPK1/PPP2R2A/PIK3CB/ITGA2/IL7/CHRM1/CDK2/LAMC2/FGF1/FLT3LG/FGF7/G6PC3/CHRM2/FGF10/PIK3R6/PRKAA2/FGF2/IL3RA/KRAS/GNG12/LPAR4/TCL1B/KITLG/CCNE1/IL6R/EIF4B/BDNF/COL4A1/IL4/PPP2CB/CREB1/PDGFB/SPP1/COL4A5/EPOR/CDK6/FGF17/CCNE2/FGF8/CSF1/PTEN/LPAR1/FGFR4/FGFR1/ITGA9/YWHAG/ERBB4/ERBB2/AREG/PIK3R5/BRCA1/MAP2K1/FGF6/NOS3/BCL2/STK11/LAMB3/CASP9/PPP2R5D/CSF3/CSF3R/MAGI1/GNG2/MTCP1/CREB3L4/KIT/GNB4/PGF/ITGA8/CREB3L3/FOXO3/PPP2R1A/ITGA10/ITGB3/CCND2/TLR2/CDK4/EPHA2 94 KEGG hsa00430 Taurine and hypotaurine metabolism 7/1853 16/8135 0.05101 0.2078 0.1657 FMO3/FMO5/GGT1/GAD1/FMO4/BAAT/GGT7 7 KEGG hsa04360 Axon guidance 51/1853 182/8135 0.0554 0.2229 0.1778 PARD6B/SEMA3E/EPHB6/BMP7/EPHA4/PARD6A/MAPK3/PAK1/MAPK1/PIK3CB/SEMA3A/SEMA4D/EFNB2/PAK2/RGMA/SRGAP3/NCK1/SLIT2/KRAS/ROCK1/SEMA6C/FES/BOC/NFATC4/PPP3CB/GNAI1/SSH3/TRPC3/PLXNA4/SEMA3G/WNT4/SSH1/SRC/SEMA4G/RND1/NTN1/PLXNB1/EPHA3/SEMA3B/PPP3R2/PLXNC1/EPHB3/LIMK2/ROBO3/NTNG2/PARD6G/SLIT3/EPHA2/NEO1/ABLIM1/LIMK1 51 KEGG hsa05162 Measles 40/1853 139/8135 0.05764 0.225 0.1794 IL6/IL12A/IFIH1/CYCS/OAS2/PIK3CB/CDK2/MAPK10/OAS1/RAB9B/MSN/JUN/CCNE1/MX1/STAT5A/IKBKE/CDK6/HSPA6/CCNE2/EIF2AK1/FCGR2B/IL12B/IL1B/EIF2AK2/CSNK2A2/OAS3/BCL2/BAK1/CLEC4M/CD46/MYD88/CASP9/CASP3/FADD/MX2/CCND2/TLR2/CDK4/MAPK9/MAPK8 40 KEGG hsa04964 Proximal tubule bicarbonate reclamation 9/1853 23/8135 0.05807 0.225 0.1794 ATP1A2/GLUD2/GLS/ATP1A3/AQP1/ATP1B1/SLC4A4/GLUD1/FXYD2 9 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 22/1853 70/8135 0.0596 0.225 0.1794 ATP6V0E2/PAK1/PTPRZ1/EGFR/TCIRG1/MAPK10/TJP1/ATP6V1E2/CXCL2/ATP6V1G3/JUN/CXCL1/ATP6AP1/SRC/ATP6V1F/ATP6V1G2/ATP6V1C1/ATP6V0A1/CASP3/JAM2/MAPK9/MAPK8 22 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 11/1853 30/8135 0.06012 0.225 0.1794 SHMT1/GLUL/GLDC/CAT/PGP/ACSS1/GLYCTK/MCEE/CS/HYI/ACAT2 11 KEGG hsa04970 Salivary secretion 28/1853 93/8135 0.06135 0.225 0.1794 ADCY8/GUCY1A2/PLCB4/PLCB1/ATP1A2/ADRB2/BST1/LYZL1/CST1/ATP1A3/ADCY4/PRKACB/ATP1B1/TRPV6/GNAQ/PLCB2/ATP2B3/ADCY3/PRKG2/LPO/ADRA1B/ATP2B2/CST2/CD38/PRKG1/FXYD2/MUC7/KCNN4 28 KEGG hsa04611 Platelet activation 36/1853 124/8135 0.06156 0.225 0.1794 ADCY8/GUCY1A2/PLCB4/PLCB1/MAPK3/PLA2G4F/MAPK1/PTGIR/PIK3CB/ITGA2/FERMT3/PIK3R6/VASP/PLA2G4A/ROCK1/RAP1A/ADCY4/PRKACB/RASGRP1/JMJD7-PLA2G4B/GNAI1/VAMP8/PPP1CB/GNAQ/PPP1CC/PIK3R5/PLCB2/TLN2/SRC/ADCY3/PRKG2/NOS3/RASGRP2/FCGR2A/PRKG1/ITGB3 36 KEGG hsa00280 Valine, leucine and isoleucine degradation 16/1853 48/8135 0.06177 0.225 0.1794 ABAT/ALDH3A2/HADH/HMGCLL1/ALDH1B1/AOX1/ACADS/HADHA/ACADSB/ALDH9A1/HMGCL/ALDH6A1/MCEE/ALDH2/ACAT2/HIBADH 16 KEGG hsa04713 Circadian entrainment 29/1853 97/8135 0.06252 0.225 0.1794 ADCY8/GUCY1A2/GRIN2A/RPS6KA5/PLCB4/PER3/PLCB1/MAPK3/GRIA3/MAPK1/KCNJ5/GRIA1/CACNA1H/GNG12/GRIN2C/PER1/PER2/ADCY4/PRKACB/CREB1/GNAI1/KCNJ6/GNAQ/PLCB2/ADCY3/PRKG2/GNG2/GNB4/PRKG1 29 KEGG hsa05215 Prostate cancer 29/1853 97/8135 0.06252 0.225 0.1794 FGFR2/PDGFA/MAPK3/NKX3-1/EGFR/MAPK1/PIK3CB/CDK2/TCF7/TMPRSS2/KLK3/KRAS/CCNE1/SPINT1/CREB1/AR/PDGFB/CCNE2/ARAF/MMP9/PTEN/FGFR1/ERBB2/MAP2K1/BCL2/CASP9/CREB3L4/MMP3/CREB3L3 29 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 24/1853 78/8135 0.06339 0.225 0.1794 CYP3A5/ADH1A/DHDH/ADH1C/AKR1C1/CYP3A4/GSTT1/GSTA4/CYP2A13/ADH5/CYP1A2/CYP2F1/GSTM4/CYP2A7/GSTM5/GSTM3/CYP2D6/HSD11B1L/GSTA2/HSD11B1/ALDH3A1/GSTT2/ADH4/CBR3 24 KEGG hsa05217 Basal cell carcinoma 20/1853 63/8135 0.06398 0.225 0.1794 WNT9A/WNT16/WNT11/DVL2/WNT10B/WNT2/APC/SUFU/TCF7/AXIN1/PTCH2/BMP4/WNT4/FZD1/FZD8/BAK1/GADD45G/APC2/WNT1/GADD45B 20 KEGG hsa04072 Phospholipase D signaling pathway 42/1853 148/8135 0.06427 0.225 0.1794 ADCY8/SHC2/PLD1/DNM1/PLCB4/PLCB1/AGTR1/MRAS/PDGFA/SHC3/MAPK3/PLA2G4F/EGFR/CYTH3/MAPK1/PIK3CB/GRM1/PIK3R6/PTGFR/KRAS/PLA2G4A/LPAR4/KITLG/DGKI/SPHK2/ADCY4/PDGFB/JMJD7-PLA2G4B/DGKZ/GAB2/LPAR1/PIK3R5/PLCB2/GRM5/MAP2K1/ADCY3/GAB1/RALB/KIT/DGKG/RRAS2/CYTH1 42 KEGG hsa05219 Bladder cancer 14/1853 41/8135 0.06466 0.225 0.1794 THBS1/RPS6KA5/MAPK3/EGFR/MAPK1/KRAS/TYMP/ARAF/MMP9/ERBB2/MAP2K1/SRC/MMP1/CDK4 14 KEGG hsa04621 NOD-like receptor signaling pathway 51/1853 184/8135 0.06566 0.2261 0.1803 IL6/PLCB4/PLCB1/CARD9/MAPK3/P2RX7/NEK7/CARD8/MAPK1/OAS2/DEFB103A/PYCARD/GBP1/MAPK10/OAS1/TANK/CXCL2/AIM2/PYDC1/GBP2/JUN/NOD2/ANTXR2/CXCL1/IKBKE/CARD6/MEFV/PRKCD/SUGT1/CARD16/GBP5/ATG16L1/IL1B/PLCB2/RIPK3/NLRP3/RNASEL/OAS3/ANTXR1/CASP12/BCL2/GBP3/MYD88/MAP1LC3C/NLRP1/VDAC3/RBCK1/FADD/DNM1L/MAPK9/MAPK8 51 KEGG hsa02010 ABC transporters 15/1853 45/8135 0.06912 0.2354 0.1877 ABCC9/ABCG1/DEFB1/ABCA9/ABCC6/ABCA7/ABCA8/ABCB4/ABCC1/ABCB1/ABCC8/ABCB9/ABCC10/ABCA1/ABCC2 15 KEGG hsa00910 Nitrogen metabolism 7/1853 17/8135 0.07018 0.2354 0.1877 CPS1/GLUL/GLUD2/CA7/CA14/GLUD1/CA12 7 KEGG hsa05130 Pathogenic Escherichia coli infection 54/1853 197/8135 0.07108 0.2354 0.1877 TLR5/IL6/CLDN4/MYO5C/MAPK3/PAK1/MYH10/CYCS/IL1R1/CYTH3/MAPK1/MYO1G/TNFSF10/NLRP4/PYCARD/MYO1B/MAPK10/TJP1/CYFIP2/PAK2/CLDN9/MYO1D/NCK1/CLDN23/LPAR4/JUN/ROCK1/OCLN/MYH11/WIPF1/LPAR1/NCKAP1L/TUBB1/IL1B/CLDN17/ABI1/SRC/NLRP3/CLDN19/CLDN7/BAK1/MYO1A/MYD88/CASP9/CLDN22/CASP3/CLDN6/FCGR2A/CLDN11/FADD/BAIAP2/MAPK9/CYTH1/MAPK8 54 KEGG hsa04972 Pancreatic secretion 30/1853 102/8135 0.07117 0.2354 0.1877 ADCY8/PLCB4/RAB8A/PLCB1/ATP1A2/CLCA2/BST1/RAB27B/CLCA1/ATP1A3/SCT/CTRL/RAP1A/ADCY4/ATP1B1/RAB3D/PRSS3/PRSS2/GNAQ/SLC4A4/PLCB2/ATP2B3/ADCY3/ATP2B2/CPB1/CD38/FXYD2/PNLIP/PLA2G2D/CCK 30 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 24/1853 79/8135 0.07212 0.2362 0.1883 HGF/IL6/SHC2/FGFR2/PDGFA/SHC3/MAPK3/EGFR/MAPK1/PIK3CB/FGF2/KRAS/IL6R/PDGFB/ARAF/PTEN/ERBB2/MAP2K1/SRC/BCL2/GAB1/FOXO3/NRG1/GAS6 24 KEGG hsa04710 Circadian rhythm 11/1853 31/8135 0.07471 0.2423 0.1932 PER3/PRKAA2/CRY2/RORB/PER1/PER2/CREB1/PRKAB1/PRKAG1/PRKAB2/NPAS2 11 KEGG hsa05032 Morphine addiction 27/1853 91/8135 0.07633 0.2452 0.1955 ADCY8/PDE3B/PDE7B/GRK5/ADORA1/KCNJ5/PDE1B/GABRR3/GNG12/ADCY4/PRKACB/GABRR1/GNAI1/KCNJ6/PDE4D/ARRB1/OPRM1/GABBR2/GABRQ/ADCY3/ARRB2/GNG2/PDE4C/GNB4/PDE7A/PDE3A/PDE2A 27 KEGG hsa05161 Hepatitis B 45/1853 162/8135 0.07743 0.2463 0.1964 IL6/CCNA1/MAP2K6/MAPK3/IFIH1/CYCS/MAPK1/PIK3CB/EGR3/CDK2/MAPK10/ELK1/KRAS/CCNA2/JUN/TGFB3/CCNE1/CREB1/STAT5A/IKBKE/NFATC4/TGFBR2/CCNE2/ARAF/TLR3/MMP9/CASP10/TGFBR1/ATP6AP1/MAP2K1/SRC/CASP12/BCL2/MYD88/CASP9/CASP3/CREB3L4/VDAC3/CREB3L3/SMAD4/FADD/STAT4/TLR2/MAPK9/MAPK8 45 KEGG hsa01212 Fatty acid metabolism 18/1853 57/8135 0.07963 0.2509 0.2001 ACSL5/HADH/HSD17B8/SCP2/FADS1/ELOVL4/ACADS/ELOVL7/HSD17B12/HADHA/CPT1C/ACADSB/PPT1/FADS2/ACOX3/CPT2/ACAT2/ACSL1 18 KEGG hsa04726 Serotonergic synapse 33/1853 115/8135 0.08148 0.253 0.2017 HTR2A/PLCB4/PLCB1/CYP2J2/MAPK3/PLA2G4F/MAPK1/KCNJ5/CYP2C18/KRAS/PLA2G4A/GNG12/KCNN2/HTR2B/PRKACB/JMJD7-PLA2G4B/GNAI1/KCNJ6/ARAF/GNAQ/HTR3E/CYP2D6/MAOB/SLC18A2/PLCB2/MAP2K1/CYP2C8/HTR1A/HTR1B/GNG2/CASP3/GNB4/HTR3B 33 KEGG hsa05417 Lipid and atherosclerosis 58/1853 215/8135 0.08181 0.253 0.2017 IL6/PLCB4/PLCB1/CYP2J2/MAP2K6/IL12A/MAPK3/CYCS/APOA4/MAPK1/TNFSF10/PIK3CB/ABCG1/PYCARD/MAPK10/APOA1/TANK/LDLR/CXCL2/PPARG/ATF6/AGER/KRAS/JUN/CXCL1/CYP2A7/RAP1A/NCF2/IKBKE/PPP3CB/TLR6/HSPA6/NOX1/MMP9/HSPA5/IL12B/IL1B/CD40/PLCB2/ERN1/SRC/NLRP3/CYP2C8/NOS3/BCL2/MMP1/MYD88/CASP9/SOD2/PPP3R2/CASP3/MMP3/NCF4/TLR2/ABCA1/CD40LG/MAPK9/MAPK8 58 KEGG hsa00650 Butanoate metabolism 10/1853 28/8135 0.08381 0.2568 0.2048 ACSM5/ABAT/HADH/HMGCLL1/ACADS/HADHA/GAD1/HMGCL/ACAT2/ACSM1 10 KEGG hsa05150 Staphylococcus aureus infection 28/1853 96/8135 0.08651 0.2627 0.2095 MASP1/ITGB2/C5/KRT24/CFB/IL10/DEFB103A/KRT34/DEFB1/HLA-DQA1/C2/KRT31/HLA-DQA2/SELPLG/KRT23/CFD/KRT18/FCGR2B/HLA-DOA/KRT13/C5AR1/FCAR/C1QC/KRT33B/KRT33A/FCGR2A/CFH/C1QB 28 KEGG hsa04215 Apoptosis - multiple species 11/1853 32/8135 0.09136 0.2749 0.2192 CYCS/MAPK10/BCL2/BAK1/CASP9/BOK/CASP3/FADD/MAPK9/PMAIP1/MAPK8 11 KEGG hsa00512 Mucin type O-glycan biosynthesis 12/1853 36/8135 0.0977 0.2888 0.2303 GALNT13/GALNT6/GALNT9/GALNT12/ST6GALNAC4/B3GNT6/GCNT3/GALNT1/GALNT10/GALNT4/GALNT2/GCNT1 12 KEGG hsa00760 Nicotinate and nicotinamide metabolism 12/1853 36/8135 0.0977 0.2888 0.2303 BST1/NMNAT3/SIRT5/NT5E/AOX1/ENPP3/ENPP1/SIRT7/NNT/NT5C/CD38/NMNAT2 12 KEGG hsa04917 Prolactin signaling pathway 21/1853 70/8135 0.09864 0.289 0.2304 SHC2/IRF1/TNFRSF11A/SHC3/MAPK3/MAPK1/PIK3CB/MAPK10/SOCS7/KRAS/STAT5A/MAP2K1/CYP17A1/SRC/SOCS5/SOCS2/GALT/FOXO3/CCND2/MAPK9/MAPK8 21 KEGG hsa04913 Ovarian steroidogenesis 16/1853 51/8135 0.0995 0.289 0.2304 ADCY8/CYP2J2/PLA2G4F/HSD17B7/LDLR/PLA2G4A/ADCY4/PRKACB/JMJD7-PLA2G4B/BMP15/CYP17A1/ADCY3/STAR/BMP6/HSD17B1/SCARB1 16 KEGG hsa00260 Glycine, serine and threonine metabolism 13/1853 40/8135 0.1031 0.2967 0.2366 SHMT1/GLDC/GAMT/DMGDH/CHDH/GLYCTK/MAOB/SDSL/PGAM2/PIPOX/DAO/ALAS2/GNMT 13 KEGG hsa00340 Histidine metabolism 8/1853 22/8135 0.106 0.3026 0.2413 ALDH3A2/ASPA/ALDH1B1/ALDH9A1/MAOB/ALDH2/ALDH3A1/CNDP1 8 KEGG hsa03250 Viral life cycle - HIV-1 19/1853 63/8135 0.1076 0.3046 0.2428 SAMHD1/MLLT3/APOBEC3D/FEZ1/APOBEC3C/APOBEC3G/KAT2B/APOBEC3H/APOBEC3F/AFF4/MX1/ELL3/SERINC3/PSIP1/PDCD6IP/BST2/PIN1/CDK9/MX2 19 KEGG hsa05165 Human papillomavirus infection 85/1853 331/8135 0.1125 0.3157 0.2518 ATP6V0E2/PARD6B/THBS1/LAMA3/COL9A3/CCNA1/WNT9A/PPP2R2B/IRF1/ITGB8/WNT16/PARD6A/WNT11/MAPK3/DVL2/WNT10B/WNT2/EGFR/MAPK1/PPP2R2A/PIK3CB/ITGA2/TCIRG1/CDK2/LAMC2/APC/RBPJL/ATP6V1E2/RBPJ/LLGL2/RBL1/MFNG/TCF7/CRB3/ATP6V1G3/KRAS/CCNA2/CCNE1/COL4A1/AXIN1/PRKACB/PPP2CB/CREB1/MX1/IKBKE/SPP1/COL4A5/ATR/CDK6/CCNE2/TLR3/WNT4/PTEN/FZD1/LFNG/FZD8/ITGA9/ATP6AP1/HDAC1/MAP2K1/EIF2AK2/HES4/BAK1/ATP6V1F/LAMB3/PPP2R5D/ATP6V1G2/MAGI1/ATP6V1C1/ATP6V0A1/CASP3/CREB3L4/APC2/ITGA8/WNT1/CREB3L3/PPP2R1A/ITGA10/ITGB3/FADD/TUBG1/MX2/CCND2/CDK4/PARD6G 85 KEGG hsa04310 Wnt signaling pathway 45/1853 167/8135 0.1154 0.3213 0.2562 WNT9A/PLCB4/PLCB1/WNT16/WNT11/DVL2/CBY1/WNT10B/WNT2/APC/MAPK10/RSPO3/DKK4/TCF7/RSPO1/ROR2/JUN/PORCN/AXIN1/PRKACB/NFATC4/PPP3CB/SOST/SFRP1/FOSL1/WNT4/FRAT1/FZD1/FZD8/PLCB2/CSNK2A2/PPP3R2/RSPO2/APC2/CACYBP/WNT1/DAAM2/TLE3/SMAD4/SERPINF1/CTNNBIP1/CCND2/TLE4/MAPK9/MAPK8 45 KEGG hsa04340 Hedgehog signaling pathway 17/1853 56/8135 0.1175 0.3243 0.2586 GAS1/CDON/SUFU/CUL3/PRKACB/BOC/EFCAB7/PTCH2/ARRB1/CSNK1G2/BCL2/ARRB2/SPOPL/SCUBE2/CSNK1G1/CCND2/EVC2 17 KEGG hsa04978 Mineral absorption 18/1853 60/8135 0.1198 0.3281 0.2616 ATP1A2/SLC8A1/SLC40A1/ATP7B/HEPH/MT1F/ATP1A3/SLC30A1/ATP1B1/TRPV6/SLC5A1/ATP2B3/SLC34A1/SLC46A1/ATP2B2/FXYD2/VDR/SLC34A2 18 KEGG hsa01523 Antifolate resistance 10/1853 30/8135 0.1243 0.3375 0.2691 IL6/SHMT1/FOLR3/FOLR1/ABCC1/IL1B/FOLR2/SLC46A1/MTHFR/ABCC2 10 KEGG hsa05202 Transcriptional misregulation in cancer 51/1853 193/8135 0.1288 0.3434 0.2738 IL6/PBX1/CCNA1/MLLT3/CSF1R/WNT16/PDGFA/BCL2A1/ETV1/GRIA3/MITF/KLF3/SLC45A3/PPARG/TMPRSS2/CEBPA/CCNA2/FLI1/MEIS1/PER2/ATF1/JUP/SPINT1/LYL1/CSF2/HPGD/TGFBR2/ETV4/MMP9/CD40/HDAC1/SSX2/ARNT2/EWSR1/TAF15/FUT8/NR4A3/BAK1/PRCC/GADD45G/MMP3/MLF1/CDK9/GADD45B/MAX/LDB1/NFKBIZ/CCND2/JMJD1C/AFF1/SPI1 51 KEGG hsa04660 T cell receptor signaling pathway 29/1853 104/8135 0.1298 0.3434 0.2738 MAPK3/PAK1/IL10/MAPK1/PIK3CB/PTPRC/MAPK10/PAK2/TEC/MAP3K8/NCK1/KRAS/JUN/CTLA4/PDCD1/IL4/RASGRP1/PPP3CB/CSF2/LCK/CARD11/CD247/GRAP2/MAP2K1/PPP3R2/CD40LG/CDK4/MAPK9/MAPK8 29 KEGG hsa03020 RNA polymerase 11/1853 34/8135 0.1308 0.3434 0.2738 POLR3E/POLR2E/TWISTNB/POLR3C/POLR1E/CD3EAP/POLR2J/POLR3GL/POLR2K/ZNRD1/POLR3G 11 KEGG hsa05166 Human T-cell leukemia virus 1 infection 58/1853 222/8135 0.131 0.3434 0.2738 ADCY8/IL6/ITGB2/CCNA1/MAPK3/IL1R1/MAPK1/PIK3CB/KAT2B/CDK2/MSX2/MAPK10/HLA-DQA1/ELK1/SRF/ETS1/KRAS/CCNA2/JUN/TGFB3/CCNE1/ADCY4/PRKACB/CREB1/STAT5A/NFATC4/PPP3CB/ZFP36/HLA-DQA2/CSF2/ATR/SMAD2/TGFBR2/CCNE2/FOSL1/LCK/PTEN/TGFBR1/CHEK2/PTTG2/HLA-DOA/CD40/BUB1B/MAP2K1/TLN2/ADCY3/PPP3R2/CREB3L4/GPS2/VDAC3/CREB3L3/SMAD4/MAD2L1/CCND2/CDK4/MAPK9/SPI1/MAPK8 58 KEGG hsa03060 Protein export 8/1853 23/8135 0.1316 0.3434 0.2738 SRP68/SEC61A2/IMMP2L/IMMP1L/HSPA5/SPCS3/SRP9/SEC11C 8 KEGG hsa05211 Renal cell carcinoma 20/1853 69/8135 0.1385 0.3541 0.2823 HGF/MAPK3/PAK1/MAPK1/PIK3CB/PAK2/ETS1/KRAS/JUN/TGFB3/RAP1A/PDGFB/ARAF/ARNT2/MAP2K1/RAPGEF1/PRCC/GAB1/CRKL/FLCN 20 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 9/1853 27/8135 0.1408 0.3541 0.2823 B3GALT5/B3GALT2/B3GNT5/A4GALT/B3GALNT1/FUT1/ST8SIA1/FUT6/B3GALT1 9 KEGG hsa04966 Collecting duct acid secretion 9/1853 27/8135 0.1408 0.3541 0.2823 ATP6V0E2/SLC12A7/TCIRG1/ATP6V1E2/ATP6V1G3/ATP6V1F/ATP6V1G2/ATP6V1C1/ATP6V0A1 9 KEGG hsa04919 Thyroid hormone signaling pathway 33/1853 121/8135 0.1409 0.3541 0.2823 PLCB4/PLCB1/ATP1A2/RCAN2/MAPK3/MED12L/MED30/THRB/MAPK1/PIK3CB/NCOA2/KAT2B/DIO1/SLC16A2/KRAS/HDAC3/ATP1A3/PLCE1/PRKACB/ATP1B1/RCAN1/BMP4/PLCD3/WNT4/PLCB2/HDAC1/MAP2K1/SRC/MYH7/CASP9/MED12/FXYD2/ITGB3 33 KEGG hsa04211 Longevity regulating pathway 25/1853 89/8135 0.1419 0.3541 0.2823 ADCY8/PPARGC1A/PIK3CB/EHMT2/KL/PRKAA2/CAT/PPARG/SESN3/KRAS/CAMKK2/ADIPOQ/ADCY4/PRKACB/CREB1/PRKAB1/CAMK4/ADCY3/STK11/PRKAG1/SOD2/PRKAB2/CREB3L4/CREB3L3/FOXO3 25 KEGG hsa04912 GnRH signaling pathway 26/1853 93/8135 0.1421 0.3541 0.2823 ADCY8/PLD1/PLCB4/PLCB1/MAP2K6/MAPK3/PLA2G4F/EGFR/MAPK1/MAPK10/ELK1/KRAS/PLA2G4A/JUN/ADCY4/PRKACB/JMJD7-PLA2G4B/GNAQ/PRKCD/PLCB2/MAP2K1/SRC/ADCY3/MAP3K4/MAPK9/MAPK8 26 KEGG hsa00240 Pyrimidine metabolism 17/1853 58/8135 0.1508 0.3732 0.2976 UPP1/NME7/NT5E/CTPS2/NUDT2/ENPP3/CANT1/ENPP1/TYMP/DHODH/ENTPD6/UCK1/NT5C/ASMTL/UCKL1/UPP2/RRM2 17 KEGG hsa04721 Synaptic vesicle cycle 22/1853 78/8135 0.1555 0.3819 0.3045 ATP6V0E2/DNM1/TCIRG1/RIMS1/STX1A/ATP6V1E2/SLC1A3/ATP6V1G3/UNC13B/CLTCL1/SLC1A1/CPLX1/STX2/SLC18A2/CPLX3/ATP6V1F/ATP6V1G2/ATP6V1C1/SNAP25/ATP6V0A1/SLC1A2/UNC13A 22 KEGG hsa04371 Apelin signaling pathway 37/1853 139/8135 0.1616 0.3934 0.3137 ADCY8/PDE3B/PLCB4/PLCB1/PPARGC1A/AGTR1/MRAS/SLC8A1/MAPK3/MAPK1/PIK3R6/PRKAA2/PRKCE/KRAS/GNG12/SPHK2/ADCY4/PRKACB/SPP1/GNAI1/SMAD2/GNAQ/TGFBR1/PRKAB1/PIK3R5/PLCB2/CAMK4/MAP2K1/ADCY3/NOS3/PRKAG1/MAP1LC3C/GNG2/PRKAB2/GNB4/RRAS2/SMAD4 37 KEGG hsa00620 Pyruvate metabolism 14/1853 47/8135 0.1642 0.3934 0.3137 ADH1A/ALDH3A2/ADH1C/ALDH1B1/PC/ADH5/ACSS1/ALDH9A1/ACACB/ME2/ACYP1/ALDH2/ADH4/ACAT2 14 KEGG hsa04973 Carbohydrate digestion and absorption 14/1853 47/8135 0.1642 0.3934 0.3137 PLCB4/PLCB1/ATP1A2/MGAM/PIK3CB/G6PC3/SLC2A5/ATP1A3/ATP1B1/SLC37A4/SLC5A1/PLCB2/TAS1R2/FXYD2 14 KEGG hsa04510 Focal adhesion 52/1853 201/8135 0.1649 0.3934 0.3137 HGF/THBS1/LAMA3/SHC2/PPP1R12B/COL9A3/ITGB8/PDGFA/SHC3/MAPK3/PAK1/EGFR/MAPK1/PIK3CB/ITGA2/LAMC2/MAPK10/PAK2/ELK1/VASP/MYLPF/MYL7/JUN/ROCK1/ACTN1/RAP1A/COL4A1/PDGFB/SPP1/COL4A5/PPP1CB/FLNC/PTEN/PPP1CC/ITGA9/ERBB2/MAP2K1/RASGRF1/RAPGEF1/TLN2/SRC/BCL2/PARVG/LAMB3/CRKL/PGF/ITGA8/ITGA10/ITGB3/CCND2/MAPK9/MAPK8 52 KEGG hsa04370 VEGF signaling pathway 17/1853 59/8135 0.1693 0.401 0.3197 SHC2/MAPK3/PLA2G4F/MAPK1/PIK3CB/KRAS/PLA2G4A/SPHK2/JMJD7-PLA2G4B/PPP3CB/SH2D2A/MAPKAPK3/MAP2K1/SRC/NOS3/CASP9/PPP3R2 17 KEGG hsa00640 Propanoate metabolism 10/1853 32/8135 0.1736 0.4083 0.3256 ABAT/ACADS/SUCLG2/HADHA/ACSS1/ACACB/ALDH6A1/MCEE/ACOX3/ACSS3 10 KEGG hsa04728 Dopaminergic synapse 35/1853 132/8135 0.1761 0.4113 0.3279 GRIN2A/PLCB4/PPP2R2B/PLCB1/GRIA3/PPP2R2A/KCNJ5/GRIA1/MAPK10/KIF5C/GNG12/PRKACB/PPP2CB/CREB1/PPP3CB/GNAI1/KCNJ6/PPP1CB/ARRB1/DRD2/GNAQ/PPP1CC/MAOB/DRD4/SLC18A2/PLCB2/ARRB2/PPP2R5D/GNG2/CREB3L4/GNB4/CREB3L3/PPP2R1A/MAPK9/MAPK8 35 KEGG hsa05145 Toxoplasmosis 30/1853 112/8135 0.1817 0.4181 0.3334 LAMA3/MAP2K6/IL12A/MAPK3/CYCS/IL10/MAPK1/LAMC2/MAPK10/HLA-DQA1/PIK3R6/LDLR/TGFB3/GNAI1/HLA-DQA2/HSPA6/HLA-DOA/IL12B/CD40/PIK3R5/PPIF/BCL2/LAMB3/MYD88/CASP9/CASP3/TLR2/CD40LG/MAPK9/MAPK8 30 KEGG hsa04659 Th17 cell differentiation 29/1853 108/8135 0.1828 0.4181 0.3334 IL6/IL12RB1/MAPK3/IL1R1/MAPK1/IL27RA/MAPK10/HLA-DQA1/IL17F/JUN/IL6R/IL4/STAT5A/PPP3CB/IL21/HLA-DQA2/SMAD2/TGFBR2/FOXP3/LCK/IL17A/TGFBR1/CD247/HLA-DOA/IL1B/PPP3R2/SMAD4/MAPK9/MAPK8 29 KEGG hsa04931 Insulin resistance 29/1853 108/8135 0.1828 0.4181 0.3334 IL6/PPARGC1A/PYGB/RPS6KA6/PIK3CB/MAPK10/G6PC3/MLXIPL/PRKAA2/PRKCE/CREB1/OGT/PPP1CB/PTEN/PPP1CC/ACACB/PRKCD/GFPT1/PRKAB1/NOS3/RPS6KA3/PRKAG1/PRKAB2/PPP1R3C/CREB3L4/CREB3L3/GFPT2/MAPK9/MAPK8 29 KEGG hsa04910 Insulin signaling pathway 36/1853 137/8135 0.1877 0.4261 0.3398 PDE3B/SHC2/PPARGC1A/PYGB/SHC3/MAPK3/MAPK1/PIK3CB/MAPK10/G6PC3/ELK1/PRKAA2/EXOC7/PHKA1/KRAS/PRKACB/PRKAR2B/TRIP10/PPP1CB/ARAF/PPP1CC/ACACB/PRKAB1/MAP2K1/RAPGEF1/MKNK2/PRKAG1/CRKL/PRKAB2/PPP1R3C/FLOT2/SORBS1/SOCS2/SH2B2/MAPK9/MAPK8 36 KEGG hsa05220 Chronic myeloid leukemia 21/1853 76/8135 0.1888 0.4261 0.3398 SHC2/SHC3/MAPK3/MAPK1/PIK3CB/KRAS/TGFB3/STAT5A/CDK6/TGFBR2/ARAF/GAB2/TGFBR1/HDAC1/MAP2K1/BAK1/GADD45G/CRKL/GADD45B/SMAD4/CDK4 21 KEGG hsa05207 Chemical carcinogenesis - receptor activation 54/1853 212/8135 0.1926 0.4318 0.3443 ADCY8/FGF16/FGF18/MAPK3/ADRB2/CYP3A4/GSTT1/RPS6KA6/EGFR/KLF4/MAPK1/PIK3CB/GSTA4/PAQR7/FGF7/FGF10/EPHX2/PGR/FGF2/KRAS/JUN/CYP1A2/GSTM4/ADCY4/PRKACB/CREB1/AR/STAT5A/IKBKE/GNAI1/FGF17/ARRB1/FGF8/GSTM5/KLF5/GSTM3/PAQR8/GSTA2/MAP2K1/SRC/ADCY3/FGF6/BCL2/GSTT2/RPS6KA3/ARRB2/CREB3L4/PTGES3/WNT1/CREB3L3/VDR/CHRNB2/CDC6/CHRNA7 54 KEGG hsa00591 Linoleic acid metabolism 9/1853 29/8135 0.1969 0.4356 0.3473 PLB1/CYP2J2/CYP3A4/PLA2G4F/PLA2G4A/CYP1A2/JMJD7-PLA2G4B/CYP2C8/PLA2G2D 9 KEGG hsa04392 Hippo signaling pathway - multiple species 9/1853 29/8135 0.1969 0.4356 0.3473 RASSF2/PAK1/TEAD1/DCHS1/FAT4/WWTR1/YAP1/LATS2/RASSF4 9 KEGG hsa04062 Chemokine signaling pathway 49/1853 192/8135 0.2019 0.4437 0.3538 ADCY8/SHC2/PF4V1/ELMO1/GRK5/PLCB4/PLCB1/CXCL6/SHC3/MAPK3/PAK1/MAPK1/HCK/PIK3CB/CCL21/PIK3R6/CXCL2/CX3CR1/CCR1/KRAS/GNG12/ROCK1/CXCL1/RAP1A/ADCY4/PRKACB/GNAI1/ARRB1/GNAQ/PRKCD/PREX1/CCL18/PIK3R5/PLCB2/CCL15/MAP2K1/SRC/ADCY3/XCR1/ARRB2/CRKL/GNG2/RASGRP2/CXCL5/GNB4/CXCL10/CCL4/FOXO3/GRK1 49 KEGG hsa05216 Thyroid cancer 11/1853 37/8135 0.2043 0.4458 0.3554 MAPK3/MAPK1/TCF7/PPARG/KRAS/NCOA4/TPM3/MAP2K1/BAK1/GADD45G/GADD45B 11 KEGG hsa04920 Adipocytokine signaling pathway 19/1853 69/8135 0.2085 0.4458 0.3554 ACSL5/PPARGC1A/TNFRSF1B/MAPK10/G6PC3/PRKAA2/CAMKK2/ADIPOQ/CPT1C/ACACB/PRKAB1/STK11/PRKAG1/PRKAB2/AGRP/LEPR/MAPK9/ACSL1/MAPK8 19 KEGG hsa05031 Amphetamine addiction 19/1853 69/8135 0.2085 0.4458 0.3554 GRIN2A/GRIA3/GRIN3A/GRIA1/STX1A/GRIN2C/JUN/PRKACB/CREB1/PPP3CB/PPP1CB/PPP1CC/MAOB/SLC18A2/CAMK4/HDAC1/PPP3R2/CREB3L4/CREB3L3 19 KEGG hsa00561 Glycerolipid metabolism 17/1853 61/8135 0.2094 0.4458 0.3554 DGAT2/MBOAT1/ALDH3A2/ALDH1B1/LPIN1/LCLAT1/LIPC/DGKI/MOGAT2/DGKZ/ALDH9A1/GLYCTK/AKR1B10/LIPG/ALDH2/PNLIP/DGKG 17 KEGG hsa05134 Legionellosis 16/1853 57/8135 0.2095 0.4458 0.3554 TLR5/IL6/ITGB2/IL12A/CYCS/PYCARD/CXCL2/CXCL1/HSPA6/IL12B/IL1B/MYD88/CASP9/CASP3/BCL2L13/TLR2 16 KEGG hsa04742 Taste transduction 23/1853 86/8135 0.2229 0.4686 0.3736 ADCY8/SCN2A/KCNK5/PLCB4/PLCB1/PKD1L3/TAS2R13/PDE1B/GRM1/ADCY4/PRKACB/CALHM1/TAS2R10/SCN3A/GABBR2/HTR3E/P2RX2/PLCB2/TRPM5/TAS1R2/HTR1A/HTR1B/HTR3B 23 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 8/1853 26/8135 0.2242 0.4686 0.3736 PIGU/GPLD1/PIGX/PIGS/PIGF/PIGC/PIGV/PIGN 8 KEGG hsa04146 Peroxisome 22/1853 82/8135 0.2245 0.4686 0.3736 ACSL5/MPV17L/HMGCLL1/FAR2/SCP2/CAT/EPHX2/PECR/CRAT/DDO/HMGCL/PEX7/ACOX3/XDH/PIPOX/SOD2/DAO/PEX5/BAAT/NUDT7/MPV17/ACSL1 22 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 4/1853 11/8135 0.2275 0.4719 0.3763 HPD/COQ7/COQ5/VKORC1L1 4 KEGG hsa00480 Glutathione metabolism 16/1853 58/8135 0.2319 0.4747 0.3785 GSTT1/GSTA4/LAP3/GGT1/PGD/GCLM/GSTM4/ANPEP/CHAC1/GSTM5/GSTM3/GSTA2/SMS/GSTT2/RRM2/GGT7 16 KEGG hsa05110 Vibrio cholerae infection 14/1853 50/8135 0.2331 0.4747 0.3785 ATP6V0E2/TCIRG1/SEC61A2/TJP1/ATP6V1E2/TJP2/ATP6V1G3/PRKACB/ATP6AP1/ADCY3/ATP6V1F/ATP6V1G2/ATP6V1C1/ATP6V0A1 14 KEGG hsa05144 Malaria 14/1853 50/8135 0.2331 0.4747 0.3785 HGF/THBS1/IL6/ITGB2/IL12A/IL10/TGFB3/IL1B/CD40/MYD88/CSF3/KLRB1/TLR2/CD40LG 14 KEGG hsa04630 JAK-STAT signaling pathway 41/1853 162/8135 0.2451 0.4962 0.3957 IL6/IL7R/PDGFA/IL12RB1/IL12A/EGFR/IL10/CSF2RB/PIK3CB/IL27RA/IL7/CNTFR/AOX1/PIAS3/SOCS7/MPL/IL3RA/CTF1/IL11RA/IL6R/IL4/IL17D/PDGFB/STAT5A/IL21/CSF2/EPOR/IL19/IL12B/CRLF2/TSLP/BCL2/SOCS5/CSF3/CSF3R/IFNW1/SOCS2/LEPR/STAT4/IL20RA/CCND2 41 KEGG hsa05214 Glioma 20/1853 75/8135 0.2477 0.4983 0.3974 SHC2/PDGFA/SHC3/MAPK3/EGFR/MAPK1/PIK3CB/CAMK1/CAMK1G/KRAS/PDGFB/CDK6/ARAF/PTEN/CAMK4/MAP2K1/BAK1/GADD45G/GADD45B/CDK4 20 KEGG hsa04520 Adherens junction 19/1853 71/8135 0.2497 0.4983 0.3974 MAPK3/EGFR/MAPK1/SNAI1/SSX2IP/PTPRB/TJP1/TCF7/ACTN1/TGFBR2/TGFBR1/FGFR1/ERBB2/CTNNA3/SRC/CSNK2A2/SORBS1/SMAD4/BAIAP2 19 KEGG hsa05221 Acute myeloid leukemia 18/1853 67/8135 0.2516 0.4983 0.3974 CCNA1/CSF1R/MAPK3/BCL2A1/MAPK1/PIK3CB/TCF7/CEBPA/KRAS/CCNA2/PER2/JUP/STAT5A/CSF2/ARAF/MAP2K1/KIT/SPI1 18 KEGG hsa00310 Lysine degradation 17/1853 63/8135 0.2534 0.4983 0.3974 ALDH3A2/HADH/PRDM16/EHMT2/ALDH1B1/PLOD2/SETDB1/HADHA/SMYD3/ALDH9A1/SUV39H1/TMLHE/ALDH2/PIPOX/SMYD2/ACAT2/SUV39H2 17 KEGG hsa05414 Dilated cardiomyopathy 25/1853 96/8135 0.2556 0.4983 0.3974 ADCY8/ITGB8/SLC8A1/ITGA2/TTN/SGCD/CACNB2/CACNG4/TGFB3/ADCY4/PRKACB/DMD/ITGA9/EMD/CACNA2D3/TPM3/CACNA2D1/ADCY3/TNNT2/ACTC1/CACNG5/MYH7/ITGA8/ITGA10/ITGB3 25 KEGG hsa05205 Proteoglycans in cancer 51/1853 205/8135 0.2578 0.4983 0.3974 HGF/HPSE/THBS1/PPP1R12B/WNT9A/ANK1/MRAS/WNT16/WNT11/MAPK3/PAK1/WNT10B/WNT2/EGFR/MAPK1/PIK3CB/ITGA2/ANK3/ELK1/FGF2/MSN/KRAS/TFAP4/ROCK1/PLCE1/EIF4B/PRKACB/TWIST2/SMAD2/PPP1CB/FLNC/ARAF/WNT4/MMP9/FZD1/PPP1CC/FZD8/PDCD4/FGFR1/ERBB4/ERBB2/IL12B/MAP2K1/SRC/GAB1/HOXD10/CASP3/WNT1/RRAS2/ITGB3/TLR2 51 KEGG hsa00330 Arginine and proline metabolism 14/1853 51/8135 0.2583 0.4983 0.3974 ALDH3A2/ALDH1B1/LAP3/GAMT/ALDH9A1/AGMAT/PYCR1/MAOB/P4HA3/SMS/NOS3/ALDH2/CNDP1/DAO 14 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 8/1853 27/8135 0.2593 0.4983 0.3974 SCP2/FADS1/ELOVL4/ELOVL7/HSD17B12/FADS2/ACOX3/BAAT 8 KEGG hsa00514 Other types of O-glycan biosynthesis 13/1853 47/8135 0.2596 0.4983 0.3974 GALNT13/GALNT6/GALNT9/GALNT12/MFNG/OGT/POFUT2/LFNG/GALNT1/GALNT10/GALNT4/GALNT2/POFUT1 13 KEGG hsa05152 Tuberculosis 45/1853 180/8135 0.2617 0.4994 0.3982 IL6/ITGB2/CARD9/IL12A/MAPK3/CYCS/IL10/MAPK1/TCIRG1/MAPK10/HLA-DQA1/NOD2/TGFB3/SPHK2/TLR1/CTSS/CREB1/PPP3CB/HLA-DQA2/TLR6/CORO1A/CASP10/ATP6AP1/FCGR2B/HLA-DOA/IL12B/IL1B/RAB5C/SRC/RFXAP/BCL2/CLEC4M/MYD88/CASP9/PPP3R2/ATP6V0A1/CASP3/PLK3/FCGR2A/LSP1/VDR/FADD/TLR2/MAPK9/MAPK8 45 KEGG hsa00983 Drug metabolism - other enzymes 21/1853 80/8135 0.266 0.5049 0.4026 UPP1/NME7/CYP3A4/GSTT1/CES2/GSTA4/TYMP/GSTM4/CYP2A7/GSTM5/GSTM3/GSTA2/GMPS/UCK1/XDH/GSTT2/UCKL1/HPRT1/UPP2/RRM2/IMPDH2 21 KEGG hsa05223 Non-small cell lung cancer 19/1853 72/8135 0.2714 0.5091 0.4059 HGF/RASSF5/MAPK3/EGFR/MAPK1/PIK3CB/KIF5C/KRAS/STAT5A/CDK6/ARAF/ERBB2/MAP2K1/BAK1/GADD45G/CASP9/FOXO3/GADD45B/CDK4 19 KEGG hsa00830 Retinol metabolism 18/1853 68/8135 0.274 0.5091 0.4059 CYP3A5/ADH1A/ADH1C/CYP3A4/CYP3A7/CYP26B1/RDH5/ALDH1A1/CYP2C18/ALDH1A3/AOX1/ADH5/DHRS3/CYP1A2/CYP2A7/RDH13/CYP2C8/ADH4 18 KEGG hsa03015 mRNA surveillance pathway 25/1853 97/8135 0.2743 0.5091 0.4059 PPP2R2B/GLE1/PPP2R2A/PABPC4L/WDR33/UPF3A/PABPC4/PPP2CB/SRRM1/MAGOHB/PPP1CB/CSTF1/PPP1CC/PELO/RNGTT/SMG1/PCF11/FIP1L1/ETF1/NCBP2/PPP2R5D/GSPT1/DDX19B/MSI1/PPP2R1A 25 KEGG hsa04666 Fc gamma R-mediated phagocytosis 25/1853 97/8135 0.2743 0.5091 0.4059 PLD1/MAPK3/PAK1/PLA2G4F/BIN1/MAPK1/HCK/PIK3CB/PTPRC/PRKCE/MARCKSL1/VASP/PLA2G4A/SPHK2/AMPH/JMJD7-PLA2G4B/GAB2/PRKCD/FCGR2B/MAP2K1/CRKL/FCGR2A/LIMK2/ASAP1/LIMK1 25 KEGG hsa04976 Bile secretion 23/1853 89/8135 0.2806 0.5169 0.4122 ADCY8/ATP1A2/CYP3A4/SLC4A5/CYP7A1/LDLR/ATP1A3/KCNN2/SCT/AQP1/ADCY4/PRKACB/ABCB4/ATP1B1/ABCB1/SLC4A4/SLC5A1/ADCY3/NR0B2/FXYD2/BAAT/SCARB1/ABCC2 23 KEGG hsa04114 Oocyte meiosis 33/1853 131/8135 0.2839 0.5169 0.4122 ADCY8/MAPK3/RPS6KA6/MAPK1/CDK2/CPEB1/PGR/CCNE1/ADCY4/PRKACB/PPP2CB/AR/AURKA/PLK1/PPP3CB/FBXO5/SMC1B/CCNE2/PPP1CB/PPP1CC/CCNB1/PTTG2/YWHAG/CPEB2/CDC25C/MAP2K1/ADCY3/RPS6KA3/PPP2R5D/PPP3R2/PPP2R1A/MAD2L1/BUB1 33 KEGG hsa00600 Sphingolipid metabolism 14/1853 52/8135 0.2845 0.5169 0.4122 SPTLC3/B4GALT6/CERK/B4GALNT1/SGPL1/SPHK2/SMPD1/ACER1/HEXA/ARSA/UGCG/DEGS1/SGMS2/NEU1 14 KEGG hsa04723 Retrograde endocannabinoid signaling 37/1853 148/8135 0.2866 0.5169 0.4122 ADCY8/PLCB4/PLCB1/MAPK3/GRIA3/MAPK1/KCNJ5/GRIA1/RIMS1/NDUFA10/MAPK10/GRM1/GABRR3/NDUFS6/GNG12/ADCY4/PRKACB/GABRR1/FAAH/GNAI1/KCNJ6/ND3/GNAQ/PLCB2/GRM5/NAPEPLD/NDUFS3/GABRQ/ADCY3/GNG2/GNB4/NDUFS2/ND2/NDUFA13/NDUFB11/MAPK9/MAPK8 37 KEGG hsa05140 Leishmaniasis 20/1853 77/8135 0.2903 0.5169 0.4122 ITGB2/IL12A/MAPK3/IL10/MAPK1/HLA-DQA1/ELK1/MARCKSL1/JUN/TGFB3/NCF2/IL4/HLA-DQA2/HLA-DOA/IL12B/IL1B/MYD88/FCGR2A/NCF4/TLR2 20 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 20/1853 77/8135 0.2903 0.5169 0.4122 ITGB8/SLC8A1/ITGA2/TCF7/SGCD/CACNB2/CACNG4/PKP2/JUP/DSP/DMD/ITGA9/EMD/CACNA2D3/CTNNA3/CACNA2D1/CACNG5/ITGA8/ITGA10/ITGB3 20 KEGG hsa00350 Tyrosine metabolism 10/1853 36/8135 0.2934 0.5169 0.4122 ADH1A/HGD/HPD/ADH1C/AOX1/ADH5/MAOB/FAH/ALDH3A1/ADH4 10 KEGG hsa04722 Neurotrophin signaling pathway 30/1853 119/8135 0.2943 0.5169 0.4122 NTF3/SHC2/RPS6KA5/SHC3/MAPK3/MAP2K5/RPS6KA6/MAPK1/PIK3CB/MAPK10/KRAS/JUN/RAP1A/BDNF/PRKCD/ARHGDIB/CAMK4/MAP2K1/RAPGEF1/NTRK3/BCL2/RPS6KA3/GAB1/CRKL/MATK/SH2B2/FOXO3/PSEN2/MAPK9/MAPK8 30 KEGG hsa04935 Growth hormone synthesis, secretion and action 30/1853 119/8135 0.2943 0.5169 0.4122 ADCY8/SHC2/PLCB4/PLCB1/MAP2K6/SHC3/MAPK3/MAPK1/SSTR1/PIK3CB/MAPK10/KRAS/ADCY4/PRKACB/CREB1/GHRHR/STAT5A/GNAI1/GNAQ/PLCB2/MAP2K1/ADCY3/GHRH/CRKL/CREB3L4/SOCS2/CREB3L3/SST/MAPK9/MAPK8 30 KEGG hsa00100 Steroid biosynthesis 6/1853 20/8135 0.2949 0.5169 0.4122 SOAT2/HSD17B7/TM7SF2/SOAT1/DHCR7/FDFT1 6 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 7/1853 24/8135 0.2961 0.5169 0.4122 HS3ST1/HS3ST2/HS3ST3B1/EXTL1/HS6ST3/HS3ST5/HS3ST3A1 7 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 18/1853 69/8135 0.2972 0.5169 0.4122 CYP3A5/CYP3A4/CYP3A7/GSTT1/GSTA4/CYP2C18/CYP2A13/CYP1A2/GSTM4/CYP2A7/CYP3A43/GSTM5/GSTM3/HSD11B1L/GSTA2/HSD11B1/CYP2C8/GSTT2 18 KEGG hsa05164 Influenza A 42/1853 171/8135 0.3149 0.5427 0.4327 IL6/RAE1/IL12A/MAPK3/IFIH1/RSAD2/IL33/CYCS/CALCOCO2/MAPK1/TNFSF10/OAS2/PIK3CB/PYCARD/HLA-DQA1/OAS1/TMPRSS2/MX1/IKBKE/HLA-DQA2/CDK6/TLR3/PRSS3/PRSS2/HLA-DOA/IL12B/IL1B/MAP2K1/NLRP3/EIF2AK2/RNASEL/OAS3/TRIM25/DNAJB1/BAK1/MYD88/CASP9/CASP3/CXCL10/FADD/MX2/CDK4 42 KEGG hsa00565 Ether lipid metabolism 13/1853 49/8135 0.3152 0.5427 0.4327 GDPD3/PLB1/PLD1/PLA2G7/PLA2G4F/PLA2G4A/JMJD7-PLA2G4B/PAFAH1B2/GDPD1/CHPT1/PLA2G2D/PAFAH2/PLD4 13 KEGG hsa04216 Ferroptosis 11/1853 41/8135 0.3227 0.5527 0.4407 ACSL5/SLC40A1/STEAP3/GCLM/SLC39A8/CP/SLC39A14/NCOA4/MAP1LC3C/VDAC3/ACSL1 11 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 10/1853 37/8135 0.3265 0.5541 0.4418 ATP1A2/MAPK3/MAPK1/PIK3CB/KRAS/ATP1A3/ATP1B1/SLC9A3R2/SFN/FXYD2 10 KEGG hsa04620 Toll-like receptor signaling pathway 26/1853 104/8135 0.3289 0.5541 0.4418 TLR5/IL6/MAP2K6/IL12A/MAPK3/MAPK1/PIK3CB/MAPK10/MAP3K8/JUN/TLR1/IKBKE/SPP1/TLR6/TLR3/IL12B/IL1B/CD40/MAP2K1/MYD88/CXCL10/CCL4/FADD/TLR2/MAPK9/MAPK8 26 KEGG hsa03410 Base excision repair 9/1853 33/8135 0.3301 0.5541 0.4418 UNG/OGG1/POLD2/POLL/APEX1/PARP1/NEIL3/NEIL2/POLE 9 KEGG hsa04130 SNARE interactions in vesicular transport 9/1853 33/8135 0.3301 0.5541 0.4418 VAMP1/VAMP4/STX6/STX11/VTI1A/STX1A/YKT6/VAMP8/STX2 9 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 25/1853 100/8135 0.3334 0.5568 0.444 IL6/PF4V1/CSF1R/CXCL6/TNFRSF1B/IL18R1/IL10/TNFSF10/CCL21/CXCL2/CX3CR1/CCR1/CXCL1/IL6R/CSF1/IL19/CCL18/CCL15/XCR1/CXCL5/CXCL10/CCL4/TNFRSF10C/IL20RA/TNFRSF14 25 KEGG hsa00592 alpha-Linolenic acid metabolism 7/1853 25/8135 0.337 0.5599 0.4465 PLB1/PLA2G4F/PLA2G4A/JMJD7-PLA2G4B/FADS2/ACOX3/PLA2G2D 7 KEGG hsa00120 Primary bile acid biosynthesis 5/1853 17/8135 0.3416 0.5648 0.4503 CYP39A1/CYP27A1/SCP2/CYP7A1/BAAT 5 KEGG hsa04150 mTOR signaling pathway 38/1853 156/8135 0.3471 0.5711 0.4553 CAB39L/WNT9A/WNT16/WNT11/PRR5/MAPK3/DVL2/WNT10B/FNIP1/RPS6KA6/WNT2/MAPK1/PIK3CB/LPIN1/ATP6V1E2/PRKAA2/ATP6V1G3/KRAS/TBC1D7/EIF4B/GRB10/WNT4/PTEN/FZD1/FZD8/SKP2/STRADB/RNF152/RRAGB/MAP2K1/STK11/RPS6KA3/ATP6V1F/ATP6V1G2/ATP6V1C1/CLIP1/WNT1/FLCN 38 KEGG hsa04930 Type II diabetes mellitus 12/1853 46/8135 0.3492 0.5718 0.4559 MAPK3/MAPK1/PIK3CB/MAPK10/PRKCE/ADIPOQ/PRKCD/PDX1/ABCC8/SOCS2/MAPK9/MAPK8 12 KEGG hsa04623 Cytosolic DNA-sensing pathway 16/1853 63/8135 0.3556 0.5793 0.4619 IL6/IL33/PYCARD/POLR3E/POLR2E/AIM2/POLR3C/IKBKE/IL1B/POLR3GL/RIPK3/POLR2K/CXCL10/ZBP1/CCL4/POLR3G 16 KEGG hsa04670 Leukocyte transendothelial migration 28/1853 114/8135 0.3587 0.5793 0.4619 CLDN4/ITGB2/RASSF5/PIK3CB/CLDN9/MSN/CDH5/CLDN23/VASP/MYLPF/MYL7/ROCK1/ACTN1/RAP1A/CD99L2/NCF2/GNAI1/OCLN/MMP9/CTNNA3/CLDN17/CLDN19/CLDN7/CLDN22/CLDN6/CLDN11/JAM2/NCF4 28 KEGG hsa04070 Phosphatidylinositol signaling system 24/1853 97/8135 0.359 0.5793 0.4619 PLCB4/PLCB1/PIK3CB/CDS1/SYNJ2/MTMR4/INPP5E/IMPA2/MTMR14/CDIPT/INPP1/DGKI/PLCE1/DGKZ/PLCD3/PI4KB/PTEN/PI4KA/PLCB2/IPMK/OCRL/MTMR8/ITPKB/DGKG 24 KEGG hsa04330 Notch signaling pathway 15/1853 59/8135 0.3613 0.5801 0.4626 DVL2/KAT2B/RBPJL/DTX3L/RBPJ/MFNG/DTX4/DTX2/DTX1/DTX3/LFNG/HDAC1/TLE3/PSEN2/TLE4 15 KEGG hsa04210 Apoptosis 33/1853 136/8135 0.3707 0.5925 0.4724 MAPK3/BCL2A1/CYCS/MAPK1/TNFSF10/CSF2RB/PIK3CB/MAPK10/SPTA1/CTSO/IL3RA/KRAS/JUN/CTSS/PARP1/CTSH/CASP10/ENDOG/ERN1/MAP2K1/CASP12/BCL2/BAK1/GADD45G/CASP9/CASP3/GADD45B/PTPN13/FADD/MAPK9/PMAIP1/DFFB/MAPK8 33 KEGG hsa01522 Endocrine resistance 24/1853 98/8135 0.3802 0.6048 0.4822 ADCY8/SHC2/SHC3/MAPK3/EGFR/MAPK1/PIK3CB/MAPK10/BIK/KRAS/JUN/ADCY4/PRKACB/ARAF/MMP9/CYP2D6/ERBB2/MAP2K1/SRC/ADCY3/BCL2/CDK4/MAPK9/MAPK8 24 KEGG hsa04140 Autophagy - animal 34/1853 141/8135 0.3835 0.6069 0.4839 RAB8A/MRAS/MAPK3/MAPK1/PIK3CB/MAPK10/MTMR4/TANK/PRKAA2/MTMR14/KRAS/RAB7B/CAMKK2/PRKACB/PPP2CB/VAMP8/PRAP1/PTEN/PRKCD/ATG16L1/ERN1/RRAGB/MAP2K1/RAB39B/BCL2/STK11/IGBP1/MAP1LC3C/ATG4C/RAB33B/RRAS2/UVRAG/MAPK9/MAPK8 34 KEGG hsa00220 Arginine biosynthesis 6/1853 22/8135 0.3852 0.6069 0.4839 CPS1/GLUL/GLUD2/GLS/NOS3/GLUD1 6 KEGG hsa04152 AMPK signaling pathway 29/1853 120/8135 0.3922 0.615 0.4903 CAB39L/CCNA1/PPP2R2B/RAB8A/PPARGC1A/PPP2R2A/PIK3CB/G6PC3/PRKAA2/PPARG/CCNA2/CAMKK2/ADIPOQ/PPP2CB/CPT1C/CREB1/ACACB/STRADB/PRKAB1/EEF2K/STK11/PRKAG1/PPP2R5D/PRKAB2/CREB3L4/CREB3L3/FOXO3/PPP2R1A/LEPR 29 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 4/1853 14/8135 0.3996 0.6237 0.4973 CHST6/CHST4/FUT8/CHST2 4 KEGG hsa00920 Sulfur metabolism 3/1853 10/8135 0.4069 0.6322 0.5041 SELENBP1/BPNT1/TST 3 KEGG hsa00590 Arachidonic acid metabolism 15/1853 61/8135 0.4161 0.6434 0.513 PLB1/CYP2J2/PLA2G4F/EPHX2/PTGIS/PLA2G4A/LTC4S/GGT1/JMJD7-PLA2G4B/CYP2U1/CYP2C8/PTGES3/PLA2G2D/CBR3/LTA4H 15 KEGG hsa04962 Vasopressin-regulated water reabsorption 11/1853 44/8135 0.4194 0.6455 0.5147 AQP3/DYNC2LI1/PRKACB/CREB1/DYNLL2/ARHGDIB/RAB5C/ADCY3/CREB3L4/CREB3L3/DCTN5 11 KEGG hsa05033 Nicotine addiction 10/1853 40/8135 0.4285 0.6565 0.5235 GRIN2A/GRIA3/GRIN3A/GRIA1/GABRR3/GRIN2C/GABRR1/GABRQ/CHRNB2/CHRNA7 10 KEGG hsa05222 Small cell lung cancer 22/1853 92/8135 0.4373 0.667 0.5318 LAMA3/CYCS/PIK3CB/ITGA2/CDK2/LAMC2/CCNE1/COL4A1/COL4A5/CDK6/CCNE2/PTEN/SKP2/BCL2/BAK1/LAMB3/GADD45G/CASP9/CASP3/GADD45B/MAX/CDK4 22 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 12/1853 49/8135 0.4419 0.6706 0.5347 CMAS/AMDHD2/CHIA/GALK2/GNE/CYB5RL/HEXA/PMM1/GFPT1/GNPDA1/GALT/GFPT2 12 KEGG hsa04213 Longevity regulating pathway - multiple species 15/1853 62/8135 0.4437 0.6706 0.5347 ADCY8/PIK3CB/PRKAA2/CAT/KRAS/ADCY4/PRKACB/HSPA6/PRKAB1/HDAC1/ADCY3/PRKAG1/SOD2/PRKAB2/FOXO3 15 KEGG hsa04141 Protein processing in endoplasmic reticulum 40/1853 171/8135 0.4534 0.6821 0.5439 MAN1C1/GANAB/TUSC3/SEC61A2/MAPK10/MAN1A1/UBE2G1/NGLY1/ATF6/SSR3/UBXN2A/HSPA4L/YOD1/AMFR/HSPA6/HSPA5/EIF2AK1/SVIP/DNAJC5B/SEC23B/ERN1/ATXN3/EIF2AK2/PDIA6/CASP12/BCL2/DNAJB1/BAK1/SSR1/UBE2D4/UBQLN4/UBE2D1/SSR4/LMAN1L/UBE2G2/DERL3/MBTPS2/MAPK9/UBE2J2/MAPK8 40 KEGG hsa00730 Thiamine metabolism 4/1853 15/8135 0.4568 0.6841 0.5455 AK7/AK5/ALPI/TPK1 4 KEGG hsa01200 Carbon metabolism 27/1853 115/8135 0.4649 0.6932 0.5528 CPS1/SHMT1/SDHA/PC/GLDC/GLUD2/CAT/ACADS/ADH5/SUCLG2/PGD/PGP/ACSS1/PGLS/GLYCTK/ME2/SDSL/ALDH6A1/MCEE/PGAM2/ACOX3/CS/ADPGK/ENO3/GLUD1/ACAT2/SDHD 27 KEGG hsa04727 GABAergic synapse 21/1853 89/8135 0.468 0.6947 0.5539 ADCY8/ABAT/GLUL/GABRR3/GLS/GNG12/ADCY4/PRKACB/GABRR1/GNAI1/KCNJ6/SLC12A5/GAD1/GABBR2/SRC/GABRQ/ADCY3/HAP1/GNG2/GNB4/GPHN 21 KEGG hsa00564 Glycerophospholipid metabolism 23/1853 98/8135 0.4743 0.6978 0.5564 ETNK2/PLB1/MBOAT1/PLD1/PLA2G4F/GPD1L/CHAT/LPIN1/LCLAT1/CDS1/PLA2G4A/CDIPT/DGKI/JMJD7-PLA2G4B/DGKZ/PNPLA7/PCYT1B/LPGAT1/DGKG/PISD/CHPT1/PLA2G2D/PLD4 23 KEGG hsa05231 Choline metabolism in cancer 23/1853 98/8135 0.4743 0.6978 0.5564 PLD1/PDGFA/SLC44A1/MAPK3/PLA2G4F/EGFR/MAPK1/PIK3CB/MAPK10/KRAS/PLA2G4A/JUN/DGKI/PDGFB/JMJD7-PLA2G4B/DGKZ/SLC22A2/MAP2K1/PCYT1B/DGKG/CHPT1/MAPK9/MAPK8 23 KEGG hsa04922 Glucagon signaling pathway 25/1853 107/8135 0.48 0.7032 0.5607 PDE3B/PLCB4/PLCB1/PPARGC1A/PYGB/G6PC3/SIK2/PRKAA2/PHKA1/PRKACB/CPT1C/CREB1/PPP3CB/GNAQ/ACACB/PRKAB1/PLCB2/PGAM2/GCGR/PRKAG1/SIK1/PPP3R2/PRKAB2/CREB3L4/CREB3L3 25 KEGG hsa05132 Salmonella infection 57/1853 249/8135 0.5081 0.7373 0.5879 TLR5/IL6/DYNC2LI1/ELMO1/MAP2K6/SNX9/MAPK3/PAK1/CYCS/CYTH3/MAPK1/TNFSF10/PIK3CB/PTPRC/PYCARD/MAPK10/CYFIP2/KIF5C/MLKL/TCF7/RAB9B/EXOC7/MYLPF/MYL7/RAB7B/JUN/DYNLL2/AHNAK/TLR6/AHNAK2/PLEKHM2/FLNC/DYNLT3/VPS33A/NCKAP1L/TUBB1/IL1B/RIPK3/FYCO1/MAP2K1/RAB5C/ABI1/NLRP3/PFN2/BCL2/BAK1/VPS41/SNX33/MYD88/CASP3/DCTN5/FADD/TLR2/ELMO2/MAPK9/CYTH1/MAPK8 57 KEGG hsa05416 Viral myocarditis 14/1853 60/8135 0.5094 0.7373 0.5879 ITGB2/CD55/CYCS/HLA-DQA1/SGCD/HLA-DQA2/DMD/HLA-DOA/CD40/ABL2/MYH7/CASP9/CASP3/CD40LG 14 KEGG hsa05330 Allograft rejection 9/1853 38/8135 0.5099 0.7373 0.5879 IL12A/IL10/HLA-DQA1/IL4/HLA-DQA2/HLA-DOA/IL12B/CD40/CD40LG 9 KEGG hsa04650 Natural killer cell mediated cytotoxicity 30/1853 131/8135 0.521 0.7469 0.5956 SHC2/ITGB2/ICAM2/SHC3/MAPK3/PAK1/MAPK1/TNFSF10/PIK3CB/ULBP3/KLRC1/CD244/KLRC2/KLRD1/SH2D1B/SH2D1A/KRAS/KLRC3/PPP3CB/CSF2/ARAF/LCK/RAET1E/CD247/MAP2K1/SH3BP2/TYROBP/PPP3R2/CASP3/KIR2DS4 30 KEGG hsa04923 Regulation of lipolysis in adipocytes 13/1853 56/8135 0.5211 0.7469 0.5956 ADCY8/PDE3B/ADORA1/NPR1/ADRB2/PIK3CB/ADCY4/PRKACB/GNAI1/ADCY3/PRKG2/NPY1R/PRKG1 13 KEGG hsa04975 Fat digestion and absorption 10/1853 43/8135 0.5296 0.7559 0.6027 DGAT2/APOA4/APOA1/NPC1L1/MOGAT2/PNLIP/PLA2G2D/ACAT2/ABCA1/SCARB1 10 KEGG hsa04658 Th1 and Th2 cell differentiation 21/1853 92/8135 0.5366 0.7626 0.6081 IL12RB1/IL12A/MAPK3/MAPK1/RBPJL/MAPK10/HLA-DQA1/RBPJ/JUN/IL4/STAT5A/PPP3CB/HLA-DQA2/LCK/CD247/HLA-DOA/IL12B/PPP3R2/STAT4/MAPK9/MAPK8 21 KEGG hsa00770 Pantothenate and CoA biosynthesis 5/1853 21/8135 0.5395 0.7633 0.6086 ALDH3A2/ALDH1B1/ENPP3/ENPP1/ALDH2 5 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 44/1853 194/8135 0.5416 0.7633 0.6086 IL6/MAP2K6/MAPK3/CYCS/MAPK1/HCK/PIK3CB/MAPK10/PIK3R6/TCF7/CXCL2/FGF2/CCR1/KRAS/GNG12/JUN/CXCL1/CREB1/PDGFB/IKBKE/NFATC4/PPP3CB/ZFP36/CSF2/RCAN1/CDK6/TLR3/PREX1/PIK3R5/MAP2K1/SRC/EIF2AK2/BAK1/CD200R1/CASP9/MAP1LC3C/GNG2/PPP3R2/CASP3/GNB4/FADD/CDK4/MAPK9/MAPK8 44 KEGG hsa00513 Various types of N-glycan biosynthesis 9/1853 39/8135 0.5446 0.7643 0.6094 MAN1C1/TUSC3/MAN1A1/HEXA/ALG13/ALG14/B4GALNT3/ALG11/FUT8 9 KEGG hsa05135 Yersinia infection 31/1853 137/8135 0.5506 0.7695 0.6135 IL6/ELMO1/MAP2K6/MAPK3/ARHGEF7/RPS6KA6/IL10/MAPK1/PIK3CB/PYCARD/MAPK10/JUN/ROCK1/MEFV/LCK/GNAQ/WIPF1/IL1B/MAP2K1/SRC/NLRP3/GIT2/RPS6KA3/MYD88/CRKL/FCGR2A/BAIAP2/ELMO2/MAPK9/MAPK8/LIMK1 31 KEGG hsa04918 Thyroid hormone synthesis 17/1853 75/8135 0.5545 0.7716 0.6153 ADCY8/PLCB4/PLCB1/ATP1A2/ATP1A3/ADCY4/PRKACB/CREB1/SLC5A5/ATP1B1/GNAQ/HSPA5/PLCB2/ADCY3/CREB3L4/FXYD2/CREB3L3 17 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 20/1853 89/8135 0.5691 0.7888 0.6289 MAP2K6/MAPK3/EGFR/MAPK1/PIK3CB/BATF/KRAS/CD274/JUN/PDCD1/RASGRP1/PPP3CB/LCK/PTEN/CD247/MAP2K1/CSNK2A2/MYD88/PPP3R2/TLR2 20 KEGG hsa04672 Intestinal immune network for IgA production 11/1853 49/8135 0.5776 0.7943 0.6333 IL6/TNFSF13B/IL10/HLA-DQA1/AICDA/TNFRSF17/IL4/HLA-DQA2/HLA-DOA/CD40/CD40LG 11 KEGG hsa00010 Glycolysis / Gluconeogenesis 15/1853 67/8135 0.5782 0.7943 0.6333 GALM/ADH1A/ALDH3A2/ADH1C/ALDH1B1/G6PC3/ADH5/ACSS1/ALDH9A1/PGAM2/ALDH2/ALDH3A1/ADH4/ADPGK/ENO3 15 KEGG hsa05310 Asthma 7/1853 31/8135 0.5803 0.7943 0.6333 IL10/HLA-DQA1/IL4/HLA-DQA2/HLA-DOA/CD40/CD40LG 7 KEGG hsa04137 Mitophagy - animal 16/1853 72/8135 0.5909 0.8056 0.6423 MRAS/CALCOCO2/MITF/MAPK10/KRAS/RAB7B/JUN/SRC/CSNK2A2/TAX1BP1/MAP1LC3C/BCL2L13/RRAS2/FOXO3/MAPK9/MAPK8 16 KEGG hsa03022 Basal transcription factors 10/1853 45/8135 0.5935 0.8058 0.6425 TAF3/TAF5L/TAF5/GTF2A1L/TAF1L/GTF2E2/GTF2A1/TAF15/GTF2IRD1/GTF2H4 10 KEGG hsa01240 Biosynthesis of cofactors 34/1853 153/8135 0.5974 0.8079 0.6442 IDO1/LIAS/AK7/ALDH3A2/NME7/HPD/SHMT1/COX15/NMNAT3/ALDH1B1/AK3/CTPS2/CPOX/COQ7/AK5/COQ5/DHRS3/GCLM/VKORC1L1/RDH13/DHODH/PMM1/COX10/ALAD/ALDH2/LIPT1/ALAS2/IDO2/FECH/ADSL/NMNAT2/ALPI/TPK1/GPHN 34 KEGG hsa00062 Fatty acid elongation 6/1853 27/8135 0.602 0.8096 0.6456 HADH/ELOVL4/ELOVL7/HSD17B12/HADHA/PPT1 6 KEGG hsa04664 Fc epsilon RI signaling pathway 15/1853 68/8135 0.6036 0.8096 0.6456 MAP2K6/MAPK3/PLA2G4F/MAPK1/PIK3CB/MAPK10/KRAS/PLA2G4A/IL4/JMJD7-PLA2G4B/CSF2/GAB2/MAP2K1/MAPK9/MAPK8 15 KEGG hsa00061 Fatty acid biosynthesis 4/1853 18/8135 0.6134 0.8195 0.6535 ACSL5/HSD17B8/ACACB/ACSL1 4 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 49/1853 223/8135 0.6404 0.8521 0.6794 HGF/PLD1/AS3MT/MAPK3/AKR1C1/GSTT1/EGFR/SDHA/MAPK1/PIK3CB/GSTA4/NDUFA10/MAPK10/CAT/EPHX2/NDUFS6/KRAS/JUN/CYP1A2/CYP2F1/GSTM4/NCF2/KEAP1/NOX1/ARAF/ND3/PTEN/GSTM5/GSTM3/PRKCD/GSTA2/NDUFS3/PPIF/MAP2K1/ABL2/SRC/PRKD1/LPO/GSTT2/SOD2/VDAC3/NDUFS2/ND2/FOXO3/NDUFA13/NDUFB11/SDHD/MAPK9/MAPK8 49 KEGG hsa04145 Phagosome 33/1853 152/8135 0.6554 0.8672 0.6915 ATP6V0E2/THBS1/ITGB2/ITGA2/TCIRG1/SEC61A2/HLA-DQA1/ATP6V1E2/COLEC12/ATP6V1G3/RAB7B/NCF2/CTSS/SFTPD/HLA-DQA2/TLR6/CORO1A/ATP6AP1/FCGR2B/HLA-DOA/TUBB1/RAB5C/FCAR/CLEC4M/ATP6V1F/ATP6V1G2/ATP6V1C1/ATP6V0A1/FCGR2A/ITGB3/NCF4/TLR2/SCARB1 33 KEGG hsa00140 Steroid hormone biosynthesis 13/1853 61/8135 0.6569 0.8672 0.6915 CYP3A5/AKR1C1/CYP3A4/CYP3A7/HSD17B8/CYP7A1/HSD17B7/HSD17B12/CYP1A2/HSD11B1L/CYP17A1/HSD11B1/HSD17B1 13 KEGG hsa05340 Primary immunodeficiency 8/1853 38/8135 0.6622 0.8707 0.6943 IL7R/UNG/PTPRC/AICDA/LCK/CD40/RFXAP/CD40LG 8 KEGG hsa05418 Fluid shear stress and atherosclerosis 30/1853 139/8135 0.665 0.871 0.6945 MAP2K6/PDGFA/GSTT1/MAP2K5/IL1R1/PIK3CB/GSTA4/MAPK10/PRKAA2/CDH5/JUN/GSTM4/NCF2/KEAP1/PDGFB/BMP4/NOX1/MMP9/EDN1/GSTM5/GSTM3/IL1B/GSTA2/SRC/NOS3/BCL2/GSTT2/ITGB3/MAPK9/MAPK8 30 KEGG hsa00860 Porphyrin metabolism 9/1853 43/8135 0.6718 0.8762 0.6986 HEPH/COX15/CPOX/CP/COX10/ALAD/BLVRB/ALAS2/FECH 9 KEGG hsa05170 Human immunodeficiency virus 1 infection 46/1853 212/8135 0.6742 0.8762 0.6986 SAMHD1/MAP2K6/TNFRSF1B/APOBEC3D/MAPK3/PAK1/CYCS/APOBEC3C/MAPK1/PIK3CB/APOBEC3G/APOBEC3H/MAPK10/PAK2/APOBEC3F/WEE1/KRAS/GNG12/JUN/NFATC4/CCNB3/PPP3CB/GNAI1/ATR/AP1M1/GNAQ/CCNB1/CD247/CDC25C/MAP2K1/BCL2/BAK1/BST2/MYD88/CASP9/CRKL/GNG2/PPP3R2/CASP3/GNB4/LIMK2/FADD/TLR2/MAPK9/MAPK8/LIMK1 46 KEGG hsa04971 Gastric acid secretion 16/1853 76/8135 0.6839 0.8853 0.7059 ADCY8/PLCB4/PLCB1/ATP1A2/KCNJ10/KCNJ2/ATP1A3/ADCY4/PRKACB/ATP1B1/GNAI1/SLC26A7/GNAQ/PLCB2/ADCY3/SST 16 KEGG hsa04142 Lysosome 28/1853 132/8135 0.6997 0.9001 0.7177 NAGA/CLN3/TCIRG1/SLC11A1/CTSO/ARSG/CLTCL1/SMPD1/CTSS/IDS/AP1M1/CTSH/HEXA/CTSG/ATP6AP1/FUCA1/DMXL2/PPT1/ARSA/DMXL1/SLC17A5/NAPSA/ATP6V0A1/GGA2/ABCB9/CD68/ACP5/NEU1 28 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 4/1853 20/8135 0.7007 0.9001 0.7177 CHSY3/CHST14/CSGALNACT2/CSGALNACT1 4 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 104/1853 476/8135 0.7082 0.9063 0.7227 IL6/GRIN2A/WNT9A/PLCB4/RAB8A/PLCB1/MAP2K6/WNT16/TNFRSF1B/WNT11/MAPK3/DVL2/WNT10B/WNT2/GRIA3/CYCS/SDHA/DNAI1/MAPK1/GRIA1/CHRM1/DNAL1/NEFL/UBE2L6/SPG11/NDUFA10/APC/MAPK10/STX1A/UBE2G1/KIF5C/GRM1/TANK/DKK4/CAT/ATF6/IFT57/AGER/NDUFS6/KRAS/GRIN2C/DNAL4/FIG4/BDNF/LRRK2/AXIN1/PPP3CB/DLG4/TRPC3/NOX1/ARAF/SNCA/WNT4/HIP1/ND3/GNAQ/FRAT1/CSF1/MAP3K10/FZD1/HSPA5/FZD8/CDK5R1/SPTBN2/TUBB1/IL1B/PLCB2/ERN1/GRM5/NDUFS3/PPIF/MAP2K1/ATXN3/CSNK2A2/CASP12/RAB39B/BCL2/BAK1/HAP1/UBA7/DNAI2/CASP9/MAP1LC3C/PPP3R2/CASP3/APC2/PSMC5/UBE2G2/VDAC3/NDUFS2/ND2/WNT1/DCTN5/NDUFA13/DNAH5/PSEN2/NDUFB11/FADD/CHRNA7/SDHD/DNAH3/MAPK9/UBE2J2/MAPK8 104 KEGG hsa05169 Epstein-Barr virus infection 43/1853 202/8135 0.7214 0.9196 0.7333 IL6/CCNA1/MAP2K6/CYCS/OAS2/PIK3CB/CDK2/RBPJL/MAPK10/HLA-DQA1/RBPJ/OAS1/CCNA2/JUN/CCNE1/FCER2/IKBKE/HLA-DQA2/CDK6/CCNE2/SKP2/CD247/HLA-DOA/CD40/HDAC1/SAP30L/EIF2AK2/OAS3/BCL2/BAK1/GADD45G/MYD88/CASP9/CASP3/CXCL10/PSMC5/GADD45B/FADD/CCND2/TLR2/CDK4/MAPK9/MAPK8 43 KEGG hsa00360 Phenylalanine metabolism 3/1853 16/8135 0.7419 0.9421 0.7512 HPD/MAOB/ALDH3A1 3 KEGG hsa04622 RIG-I-like receptor signaling pathway 14/1853 70/8135 0.7537 0.9499 0.7574 IL12A/IFIH1/MAPK10/TANK/IKBKE/CASP10/IL12B/TRIM25/PIN1/IFNW1/CXCL10/FADD/MAPK9/MAPK8 14 KEGG hsa05230 Central carbon metabolism in cancer 14/1853 70/8135 0.7537 0.9499 0.7574 FGFR2/MAPK3/EGFR/MAPK1/PIK3CB/GLS/KRAS/PTEN/FGFR1/ERBB2/PGAM2/MAP2K1/NTRK3/KIT 14 KEGG hsa04064 NF-kappa B signaling pathway 21/1853 104/8135 0.7707 0.9631 0.768 TNFRSF11A/BCL2A1/TNFSF13B/IL1R1/CCL21/CXCL2/CXCL1/PARP1/CARD10/LCK/CARD11/IL1B/CD40/CSNK2A2/TRIM25/BCL2/GADD45G/MYD88/CCL4/GADD45B/CD40LG 21 KEGG hsa01250 Biosynthesis of nucleotide sugars 7/1853 37/8135 0.7707 0.9631 0.768 CMAS/GALK2/GNE/PMM1/GFPT1/GALT/GFPT2 7 KEGG hsa00900 Terpenoid backbone biosynthesis 4/1853 22/8135 0.7728 0.9631 0.768 DHDDS/IDI1/ACAT2/FNTA 4 KEGG hsa04940 Type I diabetes mellitus 8/1853 43/8135 0.7957 0.9875 0.7874 ICA1/IL12A/HLA-DQA1/HLA-DQA2/GAD1/HLA-DOA/IL12B/IL1B 8 KEGG hsa05203 Viral carcinogenesis 42/1853 204/8135 0.7983 0.9875 0.7874 CCNA1/MAPK3/MAPK1/PIK3CB/EGR3/KAT2B/CDK2/RBPJL/RBPJ/RBL1/SRF/KRAS/CCNA2/JUN/CCNE1/HDAC3/ACTN1/PRKACB/CREB1/STAT5A/GTF2A1L/CDK6/CCNE2/GTF2E2/HDAC9/SKP2/YWHAG/HDAC11/HDAC1/SRC/GTF2A1/EIF2AK2/BAK1/CASP3/CREB3L4/GTF2H4/VDAC3/CREB3L3/CCND2/CDK4/PMAIP1/DNAJA3 42 KEGG hsa03430 Mismatch repair 4/1853 23/8135 0.8034 0.9901 0.7895 POLD2/RFC1/RFC3/EXO1 4 KEGG hsa04612 Antigen processing and presentation 15/1853 78/8135 0.8109 0.9932 0.792 KLRC1/HLA-DQA1/KLRC2/KLRD1/KLRC3/CTSS/CREB1/HLA-DQA2/HSPA6/PSME1/HSPA5/HLA-DOA/RFXAP/KIR2DS4/KIR2DL4 15 KEGG hsa00511 Other glycan degradation 3/1853 18/8135 0.8132 0.9932 0.792 HEXA/FUCA1/NEU1 3 KEGG hsa04512 ECM-receptor interaction 17/1853 88/8135 0.8165 0.9932 0.792 THBS1/LAMA3/COL9A3/ITGB8/ITGA2/LAMC2/FREM1/AGRN/COL4A1/SPP1/COL4A5/CD47/ITGA9/LAMB3/ITGA8/ITGA10/ITGB3 17 KEGG hsa03460 Fanconi anemia pathway 10/1853 54/8135 0.8178 0.9932 0.792 REV3L/ERCC4/ATR/FANCC/FANCD2/BRCA1/EME1/MUS81/BRIP1/ATRIP 10 KEGG hsa04744 Phototransduction 5/1853 29/8135 0.8237 0.9954 0.7937 RGS9/RHO/PDE6G/GUCA1B/GRK1 5 KEGG hsa03450 Non-homologous end-joining 2/1853 13/8135 0.8323 0.9954 0.7937 POLL/NHEJ1 2 KEGG hsa05415 Diabetic cardiomyopathy 41/1853 203/8135 0.8345 0.9954 0.7937 PLCB4/PLCB1/AGTR1/ACE/SDHA/PIK3CB/NDUFA10/MAPK10/AGER/NDUFS6/REN/TGFB3/NCF2/PARP1/SMAD2/TGFBR2/PPP1CB/CMA1/MMP9/ND3/PTEN/PPP1CC/PDK4/PRKCD/TGFBR1/GFPT1/PLCB2/NDUFS3/PPIF/NOS3/CPT2/VDAC3/NDUFS2/ND2/NDUFA13/NDUFB11/GFPT2/NCF4/SDHD/MAPK9/MAPK8 41 KEGG hsa03320 PPAR signaling pathway 14/1853 75/8135 0.8393 0.9954 0.7937 CYP27A1/ACSL5/SCP2/CYP7A1/APOA1/PPARG/ADIPOQ/CPT1C/FADS2/ACOX3/MMP1/CPT2/SORBS1/ACSL1 14 KEGG hsa00531 Glycosaminoglycan degradation 3/1853 19/8135 0.8421 0.9954 0.7937 HPSE/IDS/HEXA 3 KEGG hsa05171 Coronavirus disease - COVID-19 47/1853 232/8135 0.8433 0.9954 0.7937 MASP1/IL6/C5/AGTR1/RPL28/IL12A/MAPK3/IFIH1/CFB/ACE/EGFR/MAPK1/OAS2/PIK3CB/MAPK10/RPL22/OAS1/TMPRSS2/F13A1/C9/JUN/IL6R/C2/MX1/IKBKE/CSF2/CFD/TLR3/RPL27A/IL12B/IL1B/C5AR1/NLRP3/EIF2AK2/C1QC/OAS3/MMP1/MYD88/CSF3/FCGR2A/MMP3/CXCL10/C1QB/MX2/TLR2/MAPK9/MAPK8 47 KEGG hsa04144 Endocytosis 51/1853 251/8135 0.8464 0.9954 0.7937 PARD6B/PLD1/GRK5/DNM1/RAB8A/FGFR2/PARD6A/SH3GL2/EGFR/BIN1/CYTH3/PSD3/KIF5C/VTA1/FOLR3/RAB4A/FOLR1/ARAP2/LDLR/VPS26B/CHMP5/RAB31/CLTCL1/AMPH/ARAP1/HSPA6/SMAD2/TGFBR2/ARRB1/CHMP7/WIPF1/DAB2/FGFR4/TGFBR1/FOLR2/RAB5C/SRC/VPS37C/PDCD6IP/RAB11FIP1/GIT2/ARRB2/ARFGAP2/EHD1/SMAP2/PIP5KL1/SNX1/ASAP1/GRK1/PARD6G/CYTH1 51 KEGG hsa00020 Citrate cycle (TCA cycle) 5/1853 30/8135 0.8464 0.9954 0.7937 SDHA/PC/SUCLG2/CS/SDHD 5 KEGG hsa00053 Ascorbate and aldarate metabolism 5/1853 30/8135 0.8464 0.9954 0.7937 ALDH3A2/ALDH1B1/KL/ALDH9A1/ALDH2 5 KEGG hsa03440 Homologous recombination 7/1853 41/8135 0.8568 0.9979 0.7957 POLD2/BARD1/BRCA1/XRCC3/EME1/MUS81/BRIP1 7 KEGG hsa00500 Starch and sucrose metabolism 6/1853 36/8135 0.8608 0.9979 0.7957 PYGB/MGAM/G6PC3/ENPP3/ENPP1/PGM2L1 6 KEGG hsa04217 Necroptosis 31/1853 159/8135 0.8634 0.9979 0.7957 PYGB/PLA2G4F/IL33/GLUL/TNFSF10/PYCARD/MAPK10/GLUD2/MLKL/CHMP5/PLA2G4A/SMPD1/STAT5A/JMJD7-PLA2G4B/PARP1/TLR3/CHMP7/IL1B/RIPK3/NLRP3/EIF2AK2/BCL2/GLUD1/VDAC3/ZBP1/RBCK1/FADD/STAT4/DNM1L/MAPK9/MAPK8 31 KEGG hsa00052 Galactose metabolism 5/1853 31/8135 0.8667 0.9979 0.7957 GALM/MGAM/G6PC3/AKR1B10/GALT 5 KEGG hsa00670 One carbon pool by folate 3/1853 20/8135 0.8671 0.9979 0.7957 SHMT1/ALDH1L2/MTHFR 3 KEGG hsa03420 Nucleotide excision repair 8/1853 47/8135 0.8705 0.9979 0.7957 POLD2/ERCC4/RFC1/RFC3/POLE/XPA/GTF2H4/XPC 8 KEGG hsa05332 Graft-versus-host disease 7/1853 42/8135 0.8737 0.9979 0.7957 IL6/KLRC1/HLA-DQA1/KLRD1/HLA-DQA2/HLA-DOA/IL1B 7 KEGG hsa00790 Folate biosynthesis 4/1853 26/8135 0.8754 0.9979 0.7957 AKR1B10/MOCOS/ALPI/GPHN 4 KEGG hsa04950 Maturity onset diabetes of the young 4/1853 26/8135 0.8754 0.9979 0.7957 NR5A2/ONECUT1/MNX1/PDX1 4 KEGG hsa04714 Thermogenesis 46/1853 232/8135 0.8794 0.9991 0.7966 ADCY8/SLC25A29/ACSL5/PPARGC1A/SMARCD2/NPR1/ZNF516/RPS6KA6/SDHA/PRDM16/COX15/NDUFA10/PRKAA2/PPARG/DPF1/NDUFS6/KRAS/SMARCE1/ADCY4/PRKACB/CPT1C/CREB1/DPF3/NPPB/ND3/FGFR1/PRKAB1/COX10/NDUFS3/COX11/ADCY3/PRKG2/SMARCD3/RPS6KA3/PRKAG1/PRKAB2/CREB3L4/CPT2/PRKG1/NDUFS2/ND2/CREB3L3/NDUFA13/NDUFB11/SDHD/ACSL1 46 KEGG hsa05131 Shigellosis 49/1853 247/8135 0.8854 1 0.7974 TLR5/ELMO1/RPS6KA5/PLCB4/PLCB1/MAPK3/CYCS/CALCOCO2/EGFR/IL1R1/CYTH3/MAPK1/PIK3CB/PYCARD/MAPK10/PRKCE/MYLPF/MYL7/JUN/ROCK1/PLCE1/ACTN1/TIFA/CSF2/PLCD3/PRKCD/ATG16L1/IL1B/PLCB2/RRAGB/TLN2/SRC/NLRP3/PFN2/BCL2/FNBP1L/FNBP1/UBE2D4/MYD88/UBE2D1/MAP1LC3C/CRKL/RBCK1/FOXO3/UBE2V1/ELMO2/MAPK9/CYTH1/MAPK8 49 KEGG hsa05163 Human cytomegalovirus infection 44/1853 225/8135 0.8958 1 0.7974 ADCY8/IL6/PLCB4/PLCB1/MAP2K6/MAPK3/CYCS/EGFR/IL1R1/PTGER2/MAPK1/PIK3CB/ELK1/CCR1/KRAS/GNG12/ROCK1/IL6R/ADCY4/PRKACB/CREB1/NFATC4/PPP3CB/GNAI1/CDK6/GNAQ/IL1B/PLCB2/MAP2K1/SRC/ADCY3/BAK1/CASP9/CRKL/GNG2/PPP3R2/CASP3/CREB3L4/GNB4/CREB3L3/CCL4/ITGB3/FADD/CDK4 44 KEGG hsa05034 Alcoholism 36/1853 187/8135 0.8964 1 0.7974 CAMKK1/GRIN2A/SHC2/SHC3/MAPK3/MAPK1/GRIN3A/ADORA2B/KRAS/GNG12/GRIN2C/HDAC3/CAMKK2/BDNF/PRKACB/CREB1/SLC29A3/GNAI1/PKIA/PPP1CB/ARAF/HDAC9/DRD2/PPP1CC/MAOB/SLC18A2/HDAC11/CAMK4/HDAC1/MAP2K1/ADORA2A/GNG2/CREB3L4/GNB4/CREB3L3/SLC29A2 36 KEGG hsa00510 N-Glycan biosynthesis 8/1853 50/8135 0.9105 1 0.7974 MAN1C1/GANAB/TUSC3/MAN1A1/ALG13/ALG14/ALG11/FUT8 8 KEGG hsa00040 Pentose and glucuronate interconversions 5/1853 34/8135 0.9144 1 0.7974 DHDH/KL/DCXR/AKR1B10/CRYL1 5 KEGG hsa04260 Cardiac muscle contraction 15/1853 87/8135 0.9178 1 0.7974 ATP1A2/SLC8A1/CACNB2/CACNG4/ATP1A3/ATP1B1/CACNA2D3/TPM3/CACNA2D1/TNNT2/ACTC1/CACNG5/MYH7/HRC/FXYD2 15 KEGG hsa00450 Selenocompound metabolism 2/1853 17/8135 0.9259 1 0.7974 TXNRD3/INMT 2 KEGG hsa05010 Alzheimer disease 76/1853 384/8135 0.9339 1 0.7974 IL6/GRIN2A/WNT9A/PLCB4/PLCB1/WNT16/WNT11/MAPK3/DVL2/WNT10B/WNT2/CYCS/SDHA/MAPK1/PIK3CB/CHRM1/NDUFA10/APC/MAPK10/KIF5C/DKK4/ATF6/AGER/APOE/NDUFS6/KRAS/RTN3/GRIN2C/SLC39A8/AXIN1/PPP3CB/MME/NOX1/ARAF/SNCA/WNT4/ND3/GNAQ/FRAT1/CSF1/FZD1/SLC39A14/FZD8/CDK5R1/TUBB1/IL1B/PLCB2/ERN1/SLC39A1/GRM5/NDUFS3/PPIF/MAP2K1/EIF2AK2/CSNK2A2/CASP12/CASP9/SLC39A10/PPP3R2/CASP3/APBB1/APC2/PSMC5/VDAC3/NDUFS2/ND2/WNT1/NDUFA13/PSEN2/NDUFB11/FADD/CHRNA7/SDHD/MAPK9/BACE2/MAPK8 76 KEGG hsa03030 DNA replication 5/1853 36/8135 0.9372 1 0.7974 POLD2/RFC1/RFC3/RNASEH2B/POLE 5 KEGG hsa04932 Non-alcoholic fatty liver disease 28/1853 155/8135 0.9375 1 0.7974 IL6/CYCS/SDHA/PIK3CB/NDUFA10/MAPK10/MLXIPL/PRKAA2/PPARG/CEBPA/NDUFS6/JUN/IL6R/ADIPOQ/PRKAB1/IL1B/ERN1/NDUFS3/PRKAG1/PRKAB2/CASP3/NDUFS2/NDUFA13/LEPR/NDUFB11/SDHD/MAPK9/MAPK8 28 KEGG hsa05320 Autoimmune thyroid disease 8/1853 53/8135 0.9395 1 0.7974 IL10/HLA-DQA1/CTLA4/IL4/HLA-DQA2/HLA-DOA/CD40/CD40LG 8 KEGG hsa05017 Spinocerebellar ataxia 25/1853 143/8135 0.9513 1 0.7974 GRIN2A/PLCB4/PLCB1/GRIA3/CYCS/PIK3CB/GRIN3A/GRIA1/RBPJL/MAPK10/RBPJ/GRM1/GRIN2C/TRPC3/GNAQ/SPTBN2/PLCB2/ERN1/PPIF/ATXN3/PSMC5/VDAC3/KCND3/MAPK9/MAPK8 25 KEGG hsa04662 B cell receptor signaling pathway 13/1853 82/8135 0.9539 1 0.7974 MAPK3/MAPK1/PIK3CB/CD79B/KRAS/JUN/PPP3CB/LILRB3/CARD11/FCGR2B/MAP2K1/LILRA1/PPP3R2 13 KEGG hsa04136 Autophagy - other 4/1853 32/8135 0.9541 1 0.7974 PPP2CB/ATG16L1/IGBP1/ATG4C 4 KEGG hsa00190 Oxidative phosphorylation 23/1853 134/8135 0.9559 1 0.7974 ATP6V0E2/CYCS/SDHA/COX15/TCIRG1/NDUFA10/ATP6V1E2/NDUFS6/ATP6V1G3/ND3/ATP6AP1/COX10/NDUFS3/COX11/ATP6V1F/ATP6V1G2/ATP6V1C1/ATP6V0A1/NDUFS2/ND2/NDUFA13/NDUFB11/SDHD 23 KEGG hsa05016 Huntington disease 58/1853 306/8135 0.9572 1 0.7974 PLCB4/PLCB1/PPARGC1A/GRIA3/CYCS/SDHA/DNAI1/GRIA1/DNAL1/TGM2/NDUFA10/KCNJ10/MAPK10/STX1A/KIF5C/SLC1A3/POLR2E/PPARG/IFT57/NDUFS6/DNAL4/CLTCL1/BDNF/CREB1/DLG4/HIP1/ND3/GNAQ/MAP3K10/POLR2J/TUBB1/PLCB2/HDAC1/ERN1/GRM5/NDUFS3/PPIF/POLR2K/HAP1/DNAI2/CASP9/SOD2/CASP3/CREB3L4/SLC1A2/PSMC5/VDAC3/NDUFS2/ND2/CREB3L3/DCTN5/NDUFA13/DNAH5/NDUFB11/SDHD/DNAH3/MAPK9/MAPK8 58 KEGG hsa03018 RNA degradation 12/1853 79/8135 0.9651 1 0.7974 BTG4/PABPC4L/NUDT16/PABPC4/DIS3/XRN2/CNOT6L/BTG3/PNLDC1/ENO3/BTG1/TTC37 12 KEGG hsa04120 Ubiquitin mediated proteolysis 24/1853 142/8135 0.9665 1 0.7974 RHOBTB1/FBXO4/UBE2L6/UBE2G1/CUL3/MID1/PIAS3/HERC4/KEAP1/UBE2O/UBE2E2/UBE2U/SKP2/UBE2S/BRCA1/UBE2E3/UBA7/UBE2D4/UBE2R2/UBE2D1/UBE2G2/UBA2/UBE2J2/HERC2 24 KEGG hsa03013 Nucleocytoplasmic transport 17/1853 108/8135 0.9734 1 0.7974 RAE1/SNUPN/IPO5/GLE1/RANBP17/THOC1/IPO8/UPF3A/SRRM1/MAGOHB/THOC6/IPO7/NCBP2/DDX19B/NUP160/RANGAP1/IPO11 17 KEGG hsa05100 Bacterial invasion of epithelial cells 11/1853 77/8135 0.9776 1 0.7974 SHC2/ELMO1/DNM1/SHC3/PIK3CB/CLTCL1/CTNNA3/SRC/GAB1/CRKL/ELMO2 11 KEGG hsa00030 Pentose phosphate pathway 3/1853 30/8135 0.9797 1 0.7974 PGD/PGLS/GLYCTK 3 KEGG hsa00270 Cysteine and methionine metabolism 6/1853 51/8135 0.9855 1 0.7974 APIP/GCLM/AHCYL1/SDSL/SMS/TST 6 KEGG hsa01230 Biosynthesis of amino acids 10/1853 75/8135 0.9864 1 0.7974 CPS1/SHMT1/GLUL/PC/PYCR1/SDSL/PGAM2/CS/ENO3/ASNS 10 KEGG hsa00051 Fructose and mannose metabolism 3/1853 33/8135 0.9889 1 0.7974 KHK/PMM1/AKR1B10 3 KEGG hsa01210 2-Oxocarboxylic acid metabolism 1/1853 19/8135 0.9927 1 0.7974 CS 1 KEGG hsa05020 Prion disease 46/1853 273/8135 0.9942 1 0.7974 IL6/GRIN2A/C5/MAPK3/CYCS/SDHA/MAPK1/PIK3CB/GRIN3A/NDUFA10/MAPK10/KIF5C/C9/NDUFS6/GRIN2C/NCF2/PRKACB/CREB1/PPP3CB/HSPA6/ND3/HSPA5/PRKCD/TUBB1/IL1B/NDUFS3/PPIF/CSNK2A2/C1QC/CASP12/CASP9/PPP3R2/CASP3/CREB3L4/PSMC5/VDAC3/NDUFS2/ND2/CREB3L3/NDUFA13/C1QB/NDUFB11/NCF4/SDHD/MAPK9/MAPK8 46 KEGG hsa03050 Proteasome 4/1853 46/8135 0.9967 1 0.7974 PSME1/PSMB8/PSMB9/PSMC5 4 KEGG hsa00515 Mannose type O-glycan biosynthesis 1/1853 23/8135 0.9974 1 0.7974 FKTN 1 KEGG hsa05012 Parkinson disease 42/1853 266/8135 0.9984 1 0.7974 CYCS/SDHA/UBE2L6/NDUFA10/MAPK10/UBE2G1/KIF5C/ATF6/NDUFS6/SLC39A8/LRRK2/PRKACB/KEAP1/GNAI1/SNCA/DRD2/ND3/SLC39A14/HSPA5/MAOB/SLC18A2/TUBB1/ERN1/SLC39A1/NDUFS3/PPIF/ADORA2A/UBA7/CASP9/SLC39A10/CASP3/PSMC5/UBE2G2/VDAC3/NDUFS2/ND2/NDUFA13/NDUFB11/SDHD/MAPK9/UBE2J2/MAPK8 42 KEGG hsa04066 HIF-1 signaling pathway 13/1853 109/8135 0.9988 1 0.7974 IL6/MAPK3/EGFR/MAPK1/PIK3CB/IL6R/EDN1/ERBB2/MAP2K1/MKNK2/NOS3/BCL2/ENO3 13 KEGG hsa04613 Neutrophil extracellular trap formation 27/1853 190/8135 0.999 1 0.7974 ITGB2/C5/PLCB4/PLCB1/MAPK3/MAPK1/PIK3CB/AGER/HDAC3/PADI4/NCF2/AZU1/SELPLG/HDAC9/CTSG/HDAC11/PLCB2/HDAC1/C5AR1/PPIF/MAP2K1/SRC/FCGR2A/VDAC3/ITGB3/NCF4/TLR2 27 KEGG hsa05168 Herpes simplex virus 1 infection 82/1853 495/8135 0.9998 1 0.7974 IL6/C5/CARD9/IL12A/IFIH1/CYCS/ZNF221/OAS2/PIK3CB/ZNF282/ZNF230/ZNF257/ZNF19/HLA-DQA1/OAS1/ZFP57/ZNF546/ZNF670/ZNF227/ZNF780A/ZNF440/HCFC1/ZNF519/ZNF454/IKBKE/ZNF790/HLA-DQA2/ZNF2/ZNF114/ZNF234/ZNF311/ZNF766/PPP1CB/TLR3/ZNF562/PPP1CC/ZNF599/EIF2AK1/ZNF853/ZNF559/ZNF415/ZNF17/ZNF610/HLA-DOA/IL12B/IL1B/ZNF443/SRC/ZFP1/EIF2AK2/ZNF773/RNASEL/ZNF436/OAS3/ZNF552/BCL2/BAK1/ZNF34/ZNF33A/BST2/ZNF792/ZNF765/ZNF473/ZNF543/ZNF630/MYD88/CASP9/ZNF214/ZNF286A/CASP3/ZNF382/ZNF540/ZNF160/ZNF669/ITGB3/ZNF157/FADD/ZNF267/ZNF101/TLR2/TNFRSF14/ZNF589 82 KEGG hsa05322 Systemic lupus erythematosus 15/1853 136/8135 0.9999 1 0.7974 GRIN2A/C5/IL10/HLA-DQA1/C9/C2/ACTN1/HLA-DQA2/CTSG/HLA-DOA/CD40/C1QC/FCGR2A/C1QB/CD40LG 15 KEGG hsa03040 Spliceosome 16/1853 147/8135 0.9999 1 0.7974 RBMX/THOC1/PRPF31/DHX15/MAGOHB/HSPA6/RBM22/SMNDC1/DHX16/CRNKL1/CHERP/NCBP2/PPIL1/TRA2A/SLU7/CDC5L 16 KEGG hsa03008 Ribosome biogenesis in eukaryotes 10/1853 109/8135 0.9999 1 0.7974 MDN1/UTP6/XRN2/NOB1/GNL3L/RBM28/CSNK2A2/RPP38/RPP30/RIOK2 10 KEGG hsa05014 Amyotrophic lateral sclerosis 54/1853 364/8135 1 1 0.7974 GRIN2A/CHCHD10/RAE1/RAB8A/MAP2K6/TNFRSF1B/GLE1/CYCS/SDHA/DNAI1/GRIA1/DNAL1/NEFL/SPG11/NDUFA10/KIF5C/TANK/CAT/ATF6/NDUFS6/GRIN2C/DNAL4/FIG4/PPP3CB/ND3/HSPA5/ERBB4/TUBB1/ERN1/NDUFS3/PFN2/CASP12/RAB39B/BCL2/HAP1/UBQLN4/DNAI2/CASP9/MAP1LC3C/PPP3R2/NUP160/CASP3/SLC1A2/PSMC5/NDUFS2/ND2/DCTN5/NDUFA13/DNAH5/ANXA11/NDUFB11/NRG1/SDHD/DNAH3 54 KEGG hsa05206 MicroRNAs in cancer 42/1853 310/8135 1 1 0.7974 THBS1/RPS6KA5/PDGFA/MAPK3/EGFR/MAPK1/PIK3CB/APC/CCNG1/BMF/SLC45A3/PRKCE/GLS/KRAS/CCNE1/ROCK1/CDC25B/PDGFB/ABCC1/CDK6/ABCB1/CCNE2/ZFPM2/MMP9/PTEN/PDCD4/ERBB2/CDC25C/HDAC1/BRCA1/MAP2K1/DICER1/BCL2/BAK1/BCL2L2/HOXD10/CRKL/ST14/CASP3/APC2/ITGB3/CCND2 42 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 2/1853 66/8135 1 1 0.7974 CARS2/WARS2 2 KEGG hsa03010 Ribosome 10/1853 158/8135 1 1 0.7974 RPL28/RPL22/MRPS16/MRPL24/RPL27A/MRPL9/MRPS6/MRPS5/MRPL28/MRPL11 10 KEGG hsa04740 Olfactory transduction 35/1853 440/8135 1 1 0.7974 RGS2/CNGA3/SLC8A1/OR6M1/OR2C1/OR10J5/PDE1B/OR10P1/OR6K2/OR1C1/OR5F1/OR3A2/OR10H4/PRKACB/OR56B1/ANO2/SLC24A4/OR51G1/OR10C1/OR7A5/ARRB1/OR12D3/OR10T2/OR6Y1/ADCY3/PRKG2/OR52B2/NCALD/ARRB2/OR4X2/OR2A7/PRKG1/OR7A10/PDE2A/OR5V1 35