ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04210 Apoptosis 38/968 136/8135 2.528e-07 8.243e-05 6.787e-05 FOS/BIRC3/JUN/GADD45G/CFLAR/DDIT3/PARP2/MCL1/TNFRSF10A/PARP3/BCL2A1/BID/NFKB1/DAXX/LMNB2/PMAIP1/RELA/MAP2K1/TNFRSF10B/LMNB1/CHUK/MAP3K5/TRAF1/NRAS/TNFSF10/CASP9/GADD45A/CASP6/GADD45B/BCL2L1/PIK3CD/APAF1/TUBA4A/BIRC2/SPTA1/TUBA1B/HRAS/PIK3CA 38 KEGG hsa05222 Small cell lung cancer 26/968 92/8135 1.577e-05 0.001837 0.001513 BIRC3/CCND1/GADD45G/ITGA2/CDK4/CDKN1B/NFKB1/RELA/PTK2/CHUK/TRAF1/TRAF3/CASP9/GADD45A/CKS2/GADD45B/BCL2L1/RB1/CKS1B/E2F3/PIK3CD/APAF1/CDKN2B/BIRC2/CDK6/PIK3CA 26 KEGG hsa05168 Herpes simplex virus 1 infection 90/968 495/8135 1.691e-05 0.001837 0.001513 BIRC3/IKBKE/IFNGR2/ZNF610/ZFP90/ZNF480/ITGB3/ZNF441/ZNF571/ZNF624/ZNF763/ZNF267/TAP2/ZNF419/IRF3/ZNF79/ZNF33B/ZNF630/ZNF337/BID/IFNAR2/ZNF334/IFNAR1/ZNF605/NFKB1/ZNF766/DAXX/ZNF554/ZNF182/ZNF879/RELA/TYK2/ZNF717/ZNF14/ZNF548/ZNF10/SRPK1/ZNF415/SOCS3/ZNF214/ZNF426/ZNF19/CHUK/SRSF8/ZNF3/ZNF154/ZNF829/ZNF30/ZNF596/ZNF836/ZNF658/TRAF3/CASP9/ZNF133/IRAK4/ZNF304/ZNF311/JAK2/ZNF268/BCL2L1/POU2F2/ZNF383/IFNG/POU2F1/ZNF519/ZNF607/ZNF112/ZNF606/PIK3CD/APAF1/ZNF282/ZNF169/ZNF442/ZNF224/ZNF180/IL12A/ZNF529/ZNF77/ZNF132/ZNF2/ZFP28/BIRC2/ZNF141/ZNF805/ZNF135/PIK3CA/ZNF782/ZNF420/TSC1/ZNF84 90 KEGG hsa05164 Influenza A 39/968 171/8135 3.771e-05 0.003054 0.002514 IKBKE/NLRX1/IFNGR2/KPNA2/ICAM1/CDK4/TNFRSF10A/IRF3/BID/IFNAR2/IFNAR1/NFKB1/RAE1/RELA/TYK2/MAP2K1/TNFRSF10B/SOCS3/RAB11A/CHUK/TNFSF10/TRAF3/CASP9/IRAK4/JAK2/TLR4/IFNG/XPO1/KPNA1/CCND3/PIK3CD/NFKBIB/APAF1/NUP98/IL12A/NXT1/CDK6/PIK3CA/SLC25A4 39 KEGG hsa05220 Chronic myeloid leukemia 22/968 76/8135 4.684e-05 0.003054 0.002514 CCND1/ABL1/GADD45G/CDK4/CDKN1B/NFKB1/RELA/MAP2K1/SHC1/CHUK/NRAS/GADD45A/GADD45B/BCL2L1/RB1/E2F3/PIK3CD/CRKL/HDAC2/CDK6/HRAS/PIK3CA 22 KEGG hsa05202 Transcriptional misregulation in cancer 42/968 193/8135 6.189e-05 0.003363 0.002769 DUSP6/SIX1/BIRC3/RUNX1T1/NUPR1/HOXA11/HOXA10/GADD45G/LDB1/DDIT3/MLLT1/BCL2A1/CDKN1B/NFKB1/ETV4/DOT1L/RELA/ETV5/BCL6/ID2/PTK2/FUT8/CDKN2C/SS18L1/TRAF1/HMGA2/NR4A3/ETV1/GADD45A/GADD45B/BCL2L1/SP1/ETV6/CEBPA/PBX1/ATF1/HDAC2/BIRC2/KLF3/CCNT1/DDX5/IGF1 42 KEGG hsa05169 Epstein-Barr virus infection 43/968 202/8135 8.728e-05 0.004065 0.003347 MAP2K6/NFKBIE/IKBKE/CCND1/RELB/JUN/GADD45G/BLNK/HES1/NFKB2/ICAM1/TAP2/CDK4/IRF3/BID/IFNAR2/IFNAR1/CDKN1B/NFKB1/RELA/PSMC2/TYK2/CHUK/RBPJ/ADRM1/TRAF3/CASP9/IRAK4/CD44/PSMD4/GADD45A/TNFAIP3/GADD45B/SNW1/RB1/E2F3/CCND3/PIK3CD/NFKBIB/APAF1/HDAC2/CDK6/PIK3CA 43 KEGG hsa04146 Peroxisome 22/968 82/8135 0.0001626 0.006624 0.005454 IDH1/FAR2/PEX11A/CAT/PEX11G/PEX11B/ECH1/NUDT19/PEX12/MVK/EHHADH/HMGCL/MPV17/PRDX5/PEX16/PECR/SLC25A17/PEX1/ACAA1/PXMP4/ACSL4/ACOX3 22 KEGG hsa05224 Breast cancer 33/968 147/8135 0.0002011 0.007203 0.005931 FOS/CCND1/JUN/GADD45G/HES1/NFKB2/FZD2/FGF1/CDK4/JAG1/TCF7L2/TNFSF11/FGF7/DVL3/MAP2K1/HEY2/SHC1/FZD1/DVL2/NRAS/GADD45A/GADD45B/FGFR1/SP1/RB1/E2F3/NOTCH1/PIK3CD/CDK6/PGR/HRAS/PIK3CA/IGF1 33 KEGG hsa04668 TNF signaling pathway 27/968 112/8135 0.000221 0.007203 0.005931 FOS/TNFRSF1B/BIRC3/MAP2K6/LIF/JUN/MMP14/CREB3L4/CFLAR/ICAM1/JAG1/TAB3/NFKB1/ATF6B/RELA/MAP2K1/SOCS3/CHUK/MAP3K5/TRAF1/TRAF3/TNFAIP3/PIK3CD/JUNB/BIRC2/PIK3CA/VEGFC 27 KEGG hsa04110 Cell cycle 29/968 126/8135 0.0003077 0.00912 0.007509 CCND1/ABL1/DBF4/CCNB1/GADD45G/ANAPC16/CDK4/CDKN1C/CDKN1B/SMC3/ORC2/CDKN2D/CDKN2C/ORC4/TFDP2/STAG1/GADD45A/GADD45B/RB1/E2F3/CCND3/E2F4/CDC25C/RAD21/CDKN2B/HDAC2/CDK6/CDC7/CDC27 29 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 22/968 89/8135 0.0005698 0.01548 0.01275 FOS/MAP2K6/NFKBIE/IFNGR2/JUN/CD274/NFKB1/RELA/MAP3K3/MAP2K1/CHUK/NRAS/JAK2/BATF3/TLR4/IFNG/PIK3CD/EML4/NFKBIB/PPP3CC/HRAS/PIK3CA 22 KEGG hsa04010 MAPK signaling pathway 54/968 294/8135 0.0006575 0.01649 0.01358 FOS/DUSP6/MAP2K6/MAP4K4/DUSP1/RELB/DUSP5/RASA2/JUN/GADD45G/DDIT3/NFKB2/MKNK2/FGF1/EPHA2/DUSP3/NFKB1/DAXX/MAPKAPK5/RELA/RPS6KA3/FGF7/MAP3K3/MAP2K1/FLNC/PPM1B/DUSP7/EREG/PGF/LAMTOR3/CHUK/CACNA2D4/MAP3K5/FGFR2/ELK1/NRAS/BDNF/IRAK4/PAK2/GADD45A/GADD45B/FGFR1/MAP4K3/HSPB1/PDGFRB/GNA12/PPP3CC/CRKL/RASA1/PRKACA/HRAS/NLK/VEGFC/IGF1 54 KEGG hsa00280 Valine, leucine and isoleucine degradation 14/968 48/8135 0.001013 0.02358 0.01942 MCCC1/IVD/BCKDHB/ALDH7A1/PCCB/ABAT/BCAT2/EHHADH/HMGCL/MCEE/AACS/DBT/ALDH6A1/ACAA1 14 KEGG hsa04910 Insulin signaling pathway 29/968 137/8135 0.001299 0.02726 0.02245 PRKAB2/SREBF1/MKNK2/HK1/ACACB/PRKAG1/PPP1R3E/PRKCZ/MAP2K1/PCK2/SHC1/SOCS3/ELK1/NRAS/PRKCI/PRKAR1A/EIF4E/PHKB/RHOQ/PIK3CD/FLOT1/HK2/CRKL/PHKA1/PRKAR2A/PRKACA/HRAS/PIK3CA/TSC1 29 KEGG hsa04068 FoxO signaling pathway 28/968 131/8135 0.001338 0.02726 0.02245 PRKAB2/CCND1/CCNB1/GADD45G/FBXO25/CAT/PRKAG1/CDKN1B/CDKN2D/HOMER1/BCL6/MAP2K1/PCK2/CHUK/GABARAPL1/NRAS/TNFSF10/CSNK1E/GADD45A/GADD45B/FBXO32/GABARAP/PIK3CD/CDKN2B/HRAS/NLK/PIK3CA/IGF1 28 KEGG hsa05218 Melanoma 18/968 72/8135 0.001528 0.02931 0.02413 CCND1/GADD45G/FGF1/CDK4/FGF7/MAP2K1/NRAS/GADD45A/GADD45B/FGFR1/RB1/E2F3/PDGFRB/PIK3CD/CDK6/HRAS/PIK3CA/IGF1 18 KEGG hsa04115 p53 signaling pathway 18/968 73/8135 0.001808 0.03209 0.02643 CCND1/CCNB1/GADD45G/CDK4/TNFRSF10A/BID/SESN2/PMAIP1/SESN3/TNFRSF10B/CASP9/GADD45A/GADD45B/BCL2L1/CCND3/APAF1/CDK6/IGF1 18 KEGG hsa03018 RNA degradation 19/968 79/8135 0.00187 0.03209 0.02643 DCP1A/PAN2/PAN3/DIS3L/EXOSC8/CNOT6L/PARN/CNOT6/LSM6/PABPC5/PFKP/MPHOSPH6/LSM2/TTC37/PFKM/EXOSC4/LSM4/TOB2/EXOSC10 19 KEGG hsa04064 NF-kappa B signaling pathway 23/968 104/8135 0.002187 0.03565 0.02936 BIRC3/RELB/GADD45G/BLNK/CFLAR/NFKB2/ICAM1/TAB3/CXCL12/BCL2A1/NFKB1/TNFSF11/RELA/CHUK/TRAF1/TRAF3/IRAK4/GADD45A/TNFAIP3/GADD45B/BCL2L1/TLR4/BIRC2 23 KEGG hsa04015 Rap1 signaling pathway 39/968 210/8135 0.002885 0.0424 0.03491 MAP2K6/RASSF5/ITGB3/PRKD3/FGF1/EPHA2/PRKD1/PRKCZ/PARD3/RALB/FGF7/MAP2K1/SIPA1L1/SIPA1L3/PLCB1/PGF/FGFR2/PFN4/TIAM1/MAGI2/NRAS/EVL/PRKCI/RAPGEF6/PFN2/FGFR1/VASP/PDGFRB/PIK3CD/ENAH/SIPA1L2/VAV3/CRKL/GNAI3/HRAS/PIK3CA/VEGFC/SIPA1/IGF1 39 KEGG hsa01250 Biosynthesis of nucleotide sugars 11/968 37/8135 0.002919 0.0424 0.03491 UAP1/UXS1/GFPT2/HK1/GNE/UAP1L1/FPGT/GNPNAT1/UGDH/HK2/PMM1 11 KEGG hsa00640 Propanoate metabolism 10/968 32/8135 0.002991 0.0424 0.03491 BCKDHB/ACACB/ACSS3/PCCB/ABAT/EHHADH/MCEE/DBT/ALDH6A1/ACOX3 10 KEGG hsa05162 Measles 28/968 139/8135 0.003349 0.04432 0.03649 FOS/IKBKE/CCND1/JUN/CDK4/IRF3/BID/IFNAR2/IFNAR1/CDKN1B/NFKB1/RELA/TYK2/CHUK/RAB9B/TRAF3/CASP9/IRAK4/TNFAIP3/BCL2L1/TLR4/CCND3/PIK3CD/NFKBIB/APAF1/IL12A/CDK6/PIK3CA 28 KEGG hsa04211 Longevity regulating pathway 20/968 89/8135 0.003399 0.04432 0.03649 PRKAB2/ULK1/CREB3L4/CAT/PRKAG1/NFKB1/SESN2/ATF6B/RELA/SESN3/CAMKK2/ATG101/NRAS/EIF4E/PIK3CD/PRKACA/HRAS/PIK3CA/TSC1/IGF1 20 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/968 14/8135 0.0036 0.04514 0.03717 ST3GAL2/B4GALT3/CHST2/ST3GAL1/B3GNT2/FUT8 6 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 13/968 49/8135 0.003835 0.04542 0.0374 UAP1/UXS1/GFPT2/HK1/GNE/UAP1L1/FPGT/GNPNAT1/UGDH/CYB5RL/HK2/CYB5R4/PMM1 13 KEGG hsa05223 Non-small cell lung cancer 17/968 72/8135 0.003901 0.04542 0.0374 CCND1/RASSF5/GADD45G/CDK4/MAP2K1/NRAS/CASP9/KIF5B/GADD45A/GADD45B/RB1/E2F3/PIK3CD/EML4/CDK6/HRAS/PIK3CA 17 KEGG hsa05132 Salmonella infection 44/968 249/8135 0.004287 0.04819 0.03968 FOS/BIRC3/MAP2K6/JUN/ARF6/RIPK2/FHOD1/TNFRSF10A/KPNA4/TAB3/NFKB1/TCF7L2/ARPC5L/RELA/CASP4/MAP2K1/VPS11/ARPC5/TNFRSF10B/FLNC/RHOG/TUBB4B/CHUK/PFN4/RAB9B/ARPC2/TNFSF10/IRAK4/KIF5B/PFN2/ARPC4/TLR4/MYL5/KPNA1/PIK3CD/PIK3C2B/TUBA4A/WASL/BIRC2/EXOC5/TUBA1B/HRAS/PIK3CA/TUBB3 44 KEGG hsa01522 Endocrine resistance 21/968 98/8135 0.004938 0.05261 0.04332 FOS/CCND1/JUN/CDK4/JAG1/CDKN1B/MAP2K1/SHC1/HBEGF/PTK2/CDKN2C/NRAS/SP1/RB1/E2F3/NOTCH1/PIK3CD/PRKACA/HRAS/PIK3CA/IGF1 21 KEGG hsa04218 Cellular senescence 30/968 156/8135 0.005003 0.05261 0.04332 MAP2K6/HIPK3/CCND1/RASSF5/CCNB1/GADD45G/CDK4/NFKB1/TRAF3IP2/RELA/HIPK1/RAD50/MAP2K1/MCU/NRAS/GADD45A/GADD45B/RB1/E2F3/CCND3/PIK3CD/E2F4/RAD9A/PPP3CC/CDKN2B/CDK6/HRAS/PIK3CA/TSC1/SLC25A4 30 KEGG hsa04621 NOD-like receptor signaling pathway 34/968 184/8135 0.005625 0.0573 0.04718 BIRC3/IKBKE/NLRX1/TANK/JUN/RIPK2/IRF3/TAB3/IFNAR2/IFNAR1/NFKB1/PANX1/RELA/CASP4/TYK2/PLCB1/CHUK/TXNIP/GABARAPL1/MFN1/MCU/TRIP6/TP53BP1/TRAF3/IRAK4/AIM2/TNFAIP3/BCL2L1/TLR4/GABARAP/NFKBIB/BIRC2/DHX33/NAMPT 34 KEGG hsa05212 Pancreatic cancer 17/968 76/8135 0.006967 0.06883 0.05667 CCND1/GADD45G/CDK4/NFKB1/RELA/RALB/MAP2K1/CHUK/CASP9/GADD45A/GADD45B/BCL2L1/RB1/E2F3/PIK3CD/CDK6/PIK3CA 17 KEGG hsa04380 Osteoclast differentiation 25/968 128/8135 0.008085 0.07752 0.06383 FOSL1/FOS/MAP2K6/IFNGR2/RELB/JUN/BLNK/ITGB3/NFKB2/IFNAR2/IFNAR1/NFKB1/TNFSF11/RELA/TEC/TYK2/MAP2K1/SOCS3/CHUK/IFNG/PIK3CD/JUNB/FYN/PPP3CC/PIK3CA 25 KEGG hsa05161 Hepatitis B 30/968 162/8135 0.008673 0.08078 0.06651 FOS/EGR3/MAP2K6/DDX3X/IKBKE/JUN/CREB3L4/EGR2/IRF3/BID/IFNAR1/NFKB1/ATF6B/RELA/TYK2/MAP2K1/CHUK/ELK1/NRAS/TRAF3/CASP9/IRAK4/JAK2/RB1/TLR4/E2F3/PIK3CD/APAF1/HRAS/PIK3CA 30 KEGG hsa05215 Prostate cancer 20/968 97/8135 0.009306 0.08427 0.06938 CCND1/CREB3L4/CDKN1B/NFKB1/TCF7L2/RELA/ETV5/MAP2K1/CHUK/FGFR2/NRAS/CASP9/FGFR1/RB1/E2F3/PDGFRB/PIK3CD/HRAS/PIK3CA/IGF1 20 KEGG hsa05030 Cocaine addiction 12/968 49/8135 0.01057 0.09105 0.07497 JUN/CREB3L4/NFKB1/MAOA/ATF6B/RELA/BDNF/CDK5R1/DLG4/GRM2/PRKACA/GNAI3 12 KEGG hsa00562 Inositol phosphate metabolism 16/968 73/8135 0.01061 0.09105 0.07497 MINPP1/SYNJ2/PIP5KL1/MTMR3/PLCB1/IMPA1/INPP5F/ALDH6A1/PIP4K2A/INPP5B/PIK3CD/PIK3C2B/MTMR7/CDIPT/PIP5K1A/PIK3CA 16 KEGG hsa04722 Neurotrophin signaling pathway 23/968 119/8135 0.01221 0.1021 0.08403 NFKBIE/ABL1/JUN/RIPK2/NFKB1/RELA/RPS6KA3/ARHGDIA/MAP3K3/MAP2K1/SHC1/MAP3K5/NRAS/BDNF/SH2B3/IRAK4/IRAK2/PIK3CD/NFKBIB/CRKL/MAGED1/HRAS/PIK3CA 23 KEGG hsa03410 Base excision repair 9/968 33/8135 0.01257 0.1024 0.08433 PARP2/PARP3/POLL/POLB/APEX1/MPG/FEN1/MUTYH/POLE3 9 KEGG hsa05214 Glioma 16/968 75/8135 0.01373 0.1092 0.08987 CCND1/GADD45G/CDK4/MAP2K1/SHC1/NRAS/GADD45A/GADD45B/RB1/E2F3/PDGFRB/PIK3CD/CDK6/HRAS/PIK3CA/IGF1 16 KEGG hsa03250 Viral life cycle - HIV-1 14/968 63/8135 0.01443 0.112 0.09221 MAP1S/MLLT1/AFF4/PSIP1/VPS4A/TNPO3/FURIN/ELL/XPO1/MAP1A/BICD1/NUP153/CCNT1/BICD2 14 KEGG hsa04810 Regulation of actin cytoskeleton 37/968 218/8135 0.01563 0.1155 0.09509 BDKRB2/BDKRB1/LIMK2/ITGB3/DIAPH2/ITGA2/DIAPH1/FGF1/CXCL12/ITGAE/ARPC5L/SLC9A1/FGF7/MAP2K1/ARPC5/PTK2/FGFR2/PFN4/TIAM1/NRAS/ARPC2/PAK2/PFN2/ARPC4/FGFR1/PIP4K2A/MYL5/PDGFRB/PIK3CD/ENAH/GNA12/VAV3/PIP5K1A/WASL/CRKL/HRAS/PIK3CA 37 KEGG hsa05130 Pathogenic Escherichia coli infection 34/968 197/8135 0.01574 0.1155 0.09509 FOS/ABL1/JUN/MYO1H/ARF6/TNFRSF10A/TAB3/NFKB1/TJP1/ARPC5L/RELA/CASP4/ARPC5/TNFRSF10B/TUBB4B/CHUK/SEC24A/ARPC2/TNFSF10/CASP9/MYO1C/IRAK4/PAK2/ARPC4/TLR4/GNA12/NFKBIB/MYO5A/TUBA4A/FYN/SEC24B/WASL/TUBA1B/TUBB3 34 KEGG hsa04917 Prolactin signaling pathway 15/968 70/8135 0.01607 0.1155 0.09509 FOS/CCND1/NFKB1/TNFSF11/RELA/SOCS5/MAP2K1/SHC1/SOCS3/NRAS/SOCS7/JAK2/PIK3CD/HRAS/PIK3CA 15 KEGG hsa04150 mTOR signaling pathway 28/968 156/8135 0.01646 0.1155 0.09509 ULK1/ATP6V1E2/FZD2/GRB10/SESN2/EIF4B/FNIP2/RPS6KA3/DVL3/MAP2K1/FZD1/DVL2/LAMTOR3/CHUK/NRAS/LAMTOR4/MLST8/RICTOR/EIF4E/SEH1L/ATP6V1B2/PIK3CD/DEPTOR/RRAGC/HRAS/PIK3CA/TSC1/IGF1 28 KEGG hsa05213 Endometrial cancer 13/968 58/8135 0.01682 0.1155 0.09509 CCND1/GADD45G/TCF7L2/MAP2K1/MLH1/ELK1/NRAS/CASP9/GADD45A/GADD45B/PIK3CD/HRAS/PIK3CA 13 KEGG hsa04392 Hippo signaling pathway - multiple species 8/968 29/8135 0.017 0.1155 0.09509 WWTR1/MOB1B/MOB1A/AJUBA/FAT4/YAP1/CSNK1E/TEAD1 8 KEGG hsa04390 Hippo signaling pathway 28/968 157/8135 0.01784 0.1187 0.09774 BIRC3/BMP2/CCND1/PPP2R2A/GDF5/FZD2/FGF1/WWTR1/MOB1B/TCF7L2/PRKCZ/PARD3/ID2/DVL3/FZD1/DVL2/MOB1A/AJUBA/PRKCI/PPP2CB/YAP1/CSNK1E/DLG4/NKD2/SMAD7/CCND3/BIRC2/TEAD1 28 KEGG hsa00030 Pentose phosphate pathway 8/968 30/8135 0.02084 0.1359 0.1119 RBKS/PRPS1/RPIA/PRPS2/PFKP/PFKM/DERA/PGLS 8 KEGG hsa04071 Sphingolipid signaling pathway 22/968 119/8135 0.02282 0.1458 0.1201 BDKRB2/PPP2R2A/S1PR3/BID/NFKB1/RELA/PRKCZ/MAP2K1/SGPP1/PLCB1/SPHK1/MAP3K5/NRAS/PPP2CB/SPTLC2/DEGS1/PIK3CD/GNA12/FYN/GNAI3/HRAS/PIK3CA 22 KEGG hsa05210 Colorectal cancer 17/968 86/8135 0.02333 0.1463 0.1204 FOS/CCND1/JUN/GADD45G/TCF7L2/PMAIP1/RALB/MAP2K1/EREG/MLH1/NRAS/CASP9/GADD45A/GADD45B/PIK3CD/HRAS/PIK3CA 17 KEGG hsa05221 Acute myeloid leukemia 14/968 67/8135 0.02414 0.1485 0.1223 DUSP6/CCND1/RUNX1T1/BCL2A1/NFKB1/TCF7L2/RELA/MAP2K1/CHUK/NRAS/CEBPA/PIK3CD/HRAS/PIK3CA 14 KEGG hsa05216 Thyroid cancer 9/968 37/8135 0.02631 0.1588 0.1308 CCND1/GADD45G/TCF7L2/MAP2K1/CCDC6/NRAS/GADD45A/GADD45B/HRAS 9 KEGG hsa03013 Nucleocytoplasmic transport 20/968 108/8135 0.02855 0.1686 0.1389 KPNA2/KPNA4/RAE1/SNUPN/THOC6/TNPO3/AHCTF1/UPF2/TMEM33/PNN/IPO4/NUP35/XPO1/DDX19B/KPNA1/SEH1L/UPF3B/NUP98/NUP153/NXT1 20 KEGG hsa01200 Carbon metabolism 21/968 115/8135 0.02912 0.1686 0.1389 SDSL/IDH1/CAT/HK1/PHGDH/PRPS1/ACO1/PCCB/RPIA/PKM/ADPGK/MCEE/PRPS2/PFKP/IDH3A/ALDH6A1/DLAT/HK2/PFKM/PGLS/ACOX3 21 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 25/968 143/8135 0.03025 0.1686 0.1389 LIF/FZD2/HOXA1/PCGF3/LIFR/OTX1/ACVR2A/ID2/DVL3/MAP2K1/FZD1/DVL2/FGFR2/KAT6A/NRAS/SETDB1/JAK2/FGFR1/ID3/PIK3CD/REST/HRAS/PIK3CA/IGF1/SMAD9 25 KEGG hsa05160 Hepatitis C 27/968 157/8135 0.03031 0.1686 0.1389 IKBKE/CCND1/PPP2R2A/CFLAR/CDK4/IRF3/BID/IFNAR2/IFNAR1/NFKB1/RELA/TYK2/MAP2K1/SOCS3/CHUK/NRAS/TRAF3/CASP9/PPP2CB/RB1/IFNG/E2F3/PIK3CD/APAF1/CDK6/HRAS/PIK3CA 27 KEGG hsa04920 Adipocytokine signaling pathway 14/968 69/8135 0.03052 0.1686 0.1389 TNFRSF1B/NFKBIE/PRKAB2/ACACB/PRKAG1/NFKB1/RELA/PCK2/SOCS3/CAMKK2/CHUK/JAK2/NFKBIB/ACSL4 14 KEGG hsa05166 Human T-cell leukemia virus 1 infection 36/968 222/8135 0.03198 0.1712 0.1409 FOSL1/FOS/CCND1/RELB/JUN/EGR1/CREB3L4/ANAPC16/NFKB2/ICAM1/EGR2/CDK4/NFKB1/ATF6B/RELA/POLB/MAP3K3/IL15RA/MAP2K1/CHUK/CDKN2C/ELK1/NRAS/BCL2L1/RB1/XPO1/E2F3/CCND3/PIK3CD/PPP3CC/CDKN2B/PRKACA/HRAS/PIK3CA/SLC25A4/CDC27 36 KEGG hsa05417 Lipid and atherosclerosis 35/968 215/8135 0.03241 0.1712 0.1409 FOS/MAP2K6/IKBKE/TANK/JUN/DDIT3/ICAM1/TNFRSF10A/IRF3/BID/NFKB1/RELA/TNFRSF10B/PLCB1/PTK2/CHUK/MAP3K5/NRAS/TNFSF10/TRAF3/CASP9/IRAK4/JAK2/CASP6/BCL2L1/POU2F2/TLR4/POU2F1/PIK3CD/VAV3/APAF1/IL12A/PPP3CC/HRAS/PIK3CA 35 KEGG hsa05135 Yersinia infection 24/968 137/8135 0.03255 0.1712 0.1409 FOS/MAP2K6/JUN/ARF6/IRF3/NFKB1/ARPC5L/RELA/RPS6KA3/MAP2K1/ARPC5/RHOG/PTK2/CHUK/ARPC2/IRAK4/ARPC4/TLR4/PIK3CD/VAV3/PIP5K1A/WASL/CRKL/PIK3CA 24 KEGG hsa05230 Central carbon metabolism in cancer 14/968 70/8135 0.03414 0.1766 0.1454 IDH1/HK1/MAP2K1/FGFR2/PKM/NRAS/PFKP/FGFR1/PDGFRB/PIK3CD/HK2/PFKM/HRAS/PIK3CA 14 KEGG hsa04660 T cell receptor signaling pathway 19/968 104/8135 0.03653 0.1861 0.1532 FOS/NFKBIE/JUN/CDK4/NFKB1/RELA/TEC/MAP2K1/CHUK/NRAS/PAK2/IFNG/PIK3CD/VAV3/NFKBIB/FYN/PPP3CC/HRAS/PIK3CA 19 KEGG hsa04658 Th1 and Th2 cell differentiation 17/968 92/8135 0.04203 0.2108 0.1736 FOS/NFKBIE/IFNGR2/IL4R/JUN/JAG1/NFKB1/RELA/TYK2/CHUK/RBPJ/JAK2/IFNG/NOTCH1/NFKBIB/IL12A/PPP3CC 17 KEGG hsa04630 JAK-STAT signaling pathway 27/968 162/8135 0.04295 0.2109 0.1736 IFNGR2/CCND1/IL4R/GHR/LIF/IL21R/MCL1/IFNAR2/IFNAR1/LIFR/SOCS5/TYK2/IL15RA/SOCS3/IL11/SOCS7/JAK2/IL22RA2/BCL2L1/IL27RA/IFNG/PDGFRB/CCND3/PIK3CD/IL12A/HRAS/PIK3CA 27 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 19/968 106/8135 0.04334 0.2109 0.1736 FOS/EGR1/MMP14/CREB3L4/TNFSF11/ATF6B/MAP2K1/PDE4D/PLCB1/HBEGF/MEF2D/FGFR1/PTHLH/SP1/NR4A2/GNA12/VDR/PRKACA/GNAI3 19 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 18/968 100/8135 0.04663 0.2208 0.1818 CCND1/JUN/EGR1/ICAM1/DIAPH1/CDK4/CDKN1B/NFKB1/RELA/PRKCZ/THBD/PLCB1/NRAS/JAK2/PIK3CD/HRAS/PIK3CA/VEGFC 18 KEGG hsa01524 Platinum drug resistance 14/968 73/8135 0.04682 0.2208 0.1818 BIRC3/GSTO1/GSTO2/BID/PMAIP1/MLH1/MAP3K5/CASP9/BCL2L1/PIK3CD/APAF1/BIRC2/PIK3CA/MGST2 14 KEGG hsa04144 Endocytosis 39/968 251/8135 0.04742 0.2208 0.1818 EHD1/ARF6/CHMP7/SMAP2/CAV1/SMURF2/RAB11FIP2/RAB11FIP5/ARPC5L/PIP5KL1/VPS25/PRKCZ/PARD3/ARPC5/VPS4A/AGAP1/RAB11A/FGFR2/RAB22A/ACAP2/ARPC2/VPS37A/PRKCI/KIF5B/AP2A2/ARPC4/ASAP1/DNM3/AP2M1/VPS28/STAMBP/PIP5K1A/SNX5/WASL/ZFYVE27/AGAP6/RUFY1/HRAS/VPS45 39 KEGG hsa03440 Homologous recombination 9/968 41/8135 0.04826 0.2216 0.1824 RAD54L/RAD50/RAD51D/RPA2/RAD54B/BABAM1/RAD51C/RPA1/TOPBP1 9 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 35/968 223/8135 0.05136 0.2325 0.1915 FOS/ABL1/JUN/PRKD3/CAT/GSTO1/NDUFV2/GSTO2/PRKD1/NDUFA6/NFKB1/NDUFB5/RELA/PPIF/AS3MT/MAP2K1/PTK2/CHUK/COX1/MAP3K5/AKR1A1/NRAS/SLC26A1/NDUFS3/PIK3CD/UQCR10/CBR1/NDUFV1/NDUFS2/NDUFB10/NDUFA11/HRAS/PIK3CA/MGST2/SLC25A4 35 KEGG hsa05142 Chagas disease 18/968 102/8135 0.05502 0.2457 0.2023 BDKRB2/FOS/IFNGR2/PPP2R2A/JUN/CFLAR/NFKB1/RELA/PLCB1/CHUK/IRAK4/PPP2CB/TLR4/IFNG/PIK3CD/IL12A/GNAI3/PIK3CA 18 KEGG hsa04662 B cell receptor signaling pathway 15/968 82/8135 0.05807 0.2558 0.2106 FOS/NFKBIE/JUN/BLNK/NFKB1/RELA/MAP2K1/CHUK/NRAS/PIK3CD/VAV3/NFKBIB/PPP3CC/HRAS/PIK3CA 15 KEGG hsa03450 Non-homologous end-joining 4/968 13/8135 0.05914 0.257 0.2116 POLL/RAD50/FEN1/LIG4 4 KEGG hsa05203 Viral carcinogenesis 32/968 204/8135 0.06073 0.2605 0.2145 EGR3/DDX3X/CCND1/RASA2/JUN/CREB3L4/NFKB2/EGR2/CDK4/IRF3/CDKN1B/NFKB1/PMAIP1/ATF6B/RELA/POLB/RBPJ/TRAF1/PKM/NRAS/TRAF3/SNW1/RB1/CCND3/PIK3CD/HNRNPK/CDKN2B/HDAC2/CDK6/PRKACA/HRAS/PIK3CA 32 KEGG hsa05207 Chemical carcinogenesis - receptor activation 33/968 212/8135 0.06282 0.266 0.219 FOS/IKBKE/CCND1/KPNA2/JUN/CREB3L4/GSTO1/JAG1/KPNA4/GSTO2/NFKB1/TNFSF11/ATF6B/RELA/BCL6/RPS6KA3/FGF7/MAP2K1/NRAS/JAK2/RB1/PAQR5/KPNA1/CCND3/PIK3CD/KLF5/VDR/PGR/PRKACA/GNAI3/HRAS/PIK3CA/MGST2 33 KEGG hsa04935 Growth hormone synthesis, secretion and action 20/968 119/8135 0.06871 0.2785 0.2293 FOS/MAP2K6/GHR/CREB3L4/ATF6B/MAP2K1/SHC1/PLCB1/SOCS3/PTK2/NRAS/JAK2/PIK3CD/JUNB/CRKL/PRKACA/GNAI3/HRAS/PIK3CA/IGF1 20 KEGG hsa04932 Non-alcoholic fatty liver disease 25/968 155/8135 0.06892 0.2785 0.2293 FOS/PRKAB2/SREBF1/JUN/DDIT3/NDUFV2/PRKAG1/MLX/BID/NDUFA6/NFKB1/NDUFB5/RELA/SOCS3/COX1/MAP3K5/CEBPA/NDUFS3/PIK3CD/UQCR10/NDUFV1/NDUFS2/NDUFB10/NDUFA11/PIK3CA 25 KEGG hsa04934 Cushing syndrome 25/968 155/8135 0.06892 0.2785 0.2293 RASD1/CCND1/CREB3L4/FZD2/CDK4/CDKN1B/TCF7L2/ATF6B/DVL3/MAP2K1/PLCB1/FZD1/DVL2/CDKN2C/ASH2L/SP1/RB1/E2F3/PBX1/WDR5B/CDKN2B/CDK6/NCEH1/PRKACA/GNAI3 25 KEGG hsa05145 Toxoplasmosis 19/968 112/8135 0.06919 0.2785 0.2293 BIRC3/MAP2K6/IFNGR2/NFKB1/RELA/PPIF/TYK2/CHUK/CASP9/IRAK4/JAK2/IRGM/BCL2L1/TLR4/IFNG/NFKBIB/IL12A/BIRC2/GNAI3 19 KEGG hsa04012 ErbB signaling pathway 15/968 85/8135 0.07516 0.2988 0.246 ABL1/JUN/CDKN1B/MAP2K1/SHC1/HBEGF/EREG/PTK2/ELK1/NRAS/PAK2/PIK3CD/CRKL/HRAS/PIK3CA 15 KEGG hsa04215 Apoptosis - multiple species 7/968 32/8135 0.07803 0.3037 0.25 BIRC3/BID/PMAIP1/CASP9/BCL2L1/APAF1/BIRC2 7 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 30/968 194/8135 0.07849 0.3037 0.25 FOS/MAP2K6/IKBKE/CCND1/JUN/ICAM1/CDK4/GNG11/IRF3/BID/IFNAR2/IFNAR1/NFKB1/TCF7L2/RELA/TYK2/MAP2K1/CHUK/NRAS/TRAF3/CASP9/JAK2/RB1/E2F3/PIK3CD/PREX1/PPP3CC/CDK6/HRAS/PIK3CA 30 KEGG hsa03022 Basal transcription factors 9/968 45/8135 0.0798 0.3037 0.25 TAF5L/GTF2IRD1/GTF2F2/TAF6L/TAF12/GTF2I/GTF2H5/TAF5/TAF4B 9 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 5/968 20/8135 0.08011 0.3037 0.25 CHST7/CHST14/CSGALNACT2/CHST15/CHST12 5 KEGG hsa05163 Human cytomegalovirus infection 34/968 225/8135 0.0832 0.3118 0.2567 MAP2K6/PTGER2/CCND1/CREB3L4/ITGB3/TAP2/CDK4/GNG11/IRF3/CXCL12/BID/NFKB1/ATF6B/RELA/MAP2K1/PLCB1/PTK2/CHUK/ELK1/NRAS/CASP9/SP1/RB1/E2F3/PIK3CD/GNA12/PPP3CC/CRKL/CDK6/PRKACA/GNAI3/HRAS/PIK3CA/TSC1 34 KEGG hsa04330 Notch signaling pathway 11/968 59/8135 0.08565 0.3137 0.2583 HES1/JAG1/TLE3/ADAM17/DVL3/HEY2/DVL2/RBPJ/SNW1/NOTCH1/HDAC2 11 KEGG hsa04370 VEGF signaling pathway 11/968 59/8135 0.08565 0.3137 0.2583 MAP2K1/PTK2/SPHK1/SH2D2A/NRAS/CASP9/HSPB1/PIK3CD/PPP3CC/HRAS/PIK3CA 11 KEGG hsa00051 Fructose and mannose metabolism 7/968 33/8135 0.08936 0.3237 0.2665 HK1/ENOSF1/FPGT/PFKP/HK2/PFKM/PMM1 7 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 6/968 27/8135 0.09323 0.3309 0.2724 ACOT7/ELOVL7/ELOVL6/ACAA1/ELOVL4/ACOX3 6 KEGG hsa00010 Glycolysis / Gluconeogenesis 12/968 67/8135 0.09526 0.3309 0.2724 MINPP1/HK1/ALDH7A1/PCK2/GALM/AKR1A1/PKM/ADPGK/PFKP/DLAT/HK2/PFKM 12 KEGG hsa00770 Pantothenate and CoA biosynthesis 5/968 21/8135 0.09531 0.3309 0.2724 PPCDC/BCAT2/PANK1/ENPP1/PPCS 5 KEGG hsa05225 Hepatocellular carcinoma 26/968 168/8135 0.0954 0.3309 0.2724 CCND1/GADD45G/FZD2/CDK4/GSTO1/GSTO2/TCF7L2/DVL3/MAP2K1/SHC1/FZD1/DVL2/ELK1/NRAS/ARID1B/GADD45A/GADD45B/BCL2L1/RB1/E2F3/PIK3CD/SMARCA4/CDK6/HRAS/PIK3CA/MGST2 26 KEGG hsa05418 Fluid shear stress and atherosclerosis 22/968 139/8135 0.0982 0.337 0.2775 FOS/MAP2K6/DUSP1/JUN/ITGB3/ICAM1/CAV1/GSTO1/GSTO2/NFKB1/RELA/PRKCZ/THBD/ACVR2A/PTK2/SDC4/CHUK/MAP3K5/IFNG/PIK3CD/PIK3CA/MGST2 22 KEGG hsa01230 Biosynthesis of amino acids 13/968 75/8135 0.1038 0.3526 0.2903 SDSL/IDH1/ARG2/PHGDH/PRPS1/ACO1/RPIA/BCAT2/PKM/PRPS2/PFKP/IDH3A/PFKM 13 KEGG hsa05219 Bladder cancer 8/968 41/8135 0.1069 0.3566 0.2936 CCND1/CDK4/MAP2K1/HBEGF/NRAS/RB1/E2F3/HRAS 8 KEGG hsa04620 Toll-like receptor signaling pathway 17/968 104/8135 0.1074 0.3566 0.2936 FOS/MAP2K6/IKBKE/JUN/IRF3/IFNAR2/IFNAR1/NFKB1/RELA/MAP2K1/CHUK/TRAF3/IRAK4/TLR4/PIK3CD/IL12A/PIK3CA 17 KEGG hsa04070 Phosphatidylinositol signaling system 16/968 97/8135 0.109 0.3566 0.2936 SYNJ2/MTMR3/PPIP5K1/PLCB1/IMPA1/PPIP5K2/IMPAD1/INPP5F/PIP4K2A/INPP5B/PIK3CD/PIK3C2B/MTMR7/CDIPT/PIP5K1A/PIK3CA 16 KEGG hsa04140 Autophagy - animal 22/968 141/8135 0.1102 0.3566 0.2936 ULK1/TANK/CFLAR/MTMR3/ATG4C/MAP2K1/CAMKK2/ATG101/GABARAPL1/NRAS/MLST8/PPP2CB/BCL2L1/GABARAP/PIK3CD/DEPTOR/PRKACA/RRAGC/HRAS/PIK3CA/TSC1/RAB39B 22 KEGG hsa05165 Human papillomavirus infection 47/968 331/8135 0.1105 0.3566 0.2936 IKBKE/CCND1/PPP2R2A/CREB3L4/ATP6V1E2/ITGB3/ITGA2/HES1/FZD2/CDK4/JAG1/IRF3/IFNAR2/IFNAR1/CDKN1B/NFKB1/TCF7L2/HES4/RELA/PRKCZ/PARD3/TYK2/DVL3/MAP2K1/HEY2/FZD1/PTK2/DVL2/CHUK/RBPJ/PKM/NRAS/TRAF3/PRKCI/PPP2CB/RB1/NOTCH1/PDGFRB/ATP6V1B2/CCND3/PIK3CD/HDAC2/CDK6/PRKACA/HRAS/PIK3CA/TSC1 47 KEGG hsa05226 Gastric cancer 23/968 149/8135 0.1139 0.3639 0.2996 CCND1/GADD45G/FZD2/FGF1/CDKN1B/TCF7L2/FGF7/DVL3/MAP2K1/SHC1/FZD1/MLH1/DVL2/FGFR2/NRAS/GADD45A/GADD45B/RB1/E2F3/PIK3CD/CDKN2B/HRAS/PIK3CA 23 KEGG hsa05100 Bacterial invasion of epithelial cells 13/968 77/8135 0.1213 0.384 0.3161 CAV1/ARPC5L/ARPC5/SHC1/RHOG/PTK2/ARPC2/ARPC4/DNM3/PIK3CD/WASL/CRKL/PIK3CA 13 KEGG hsa00310 Lysine degradation 11/968 63/8135 0.1228 0.3848 0.3168 GCDH/ALDH7A1/SETD1B/DOT1L/KMT2E/HYKK/EHHADH/SETDB1/PRDM16/SUV39H2/SMYD3 11 KEGG hsa04360 Axon guidance 27/968 182/8135 0.1322 0.4104 0.3379 ABL1/EPHB3/LIMK2/SLIT2/EPHA2/CXCL12/PRKCZ/PARD3/BOC/PTK2/NRAS/SEMA7A/RYK/PAK2/SRGAP1/MYL5/EPHB2/PIK3CD/ENAH/SEMA4G/FYN/PPP3CC/EPHA4/RASA1/GNAI3/HRAS/PIK3CA 27 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 3/968 11/8135 0.1339 0.411 0.3384 COQ5/COQ7/COQ3 3 KEGG hsa00450 Selenocompound metabolism 4/968 17/8135 0.1349 0.411 0.3384 PSTK/SEPHS2/MARS2/SEPHS1 4 KEGG hsa05016 Huntington disease 43/968 306/8135 0.1373 0.4144 0.3412 ULK1/CREB3L4/TFAM/NDUFV2/NDUFA6/DNAL1/NDUFB5/PPIF/PSMC2/STX1A/POLR2I/PLCB1/TUBB4B/COX1/ATG101/MAP3K5/DNAL4/BDNF/ADRM1/CASP9/PSMD4/KIF5B/AP2A2/DLG4/SP1/POLR2G/AP2M1/NDUFS3/UQCR10/APAF1/REST/TUBA4A/NDUFV1/NDUFS2/GPX7/HDAC2/GPX8/TAF4B/NDUFB10/NDUFA11/TUBA1B/TUBB3/SLC25A4 43 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 6/968 30/8135 0.1386 0.4144 0.3412 CAT/ACO1/PCCB/MCEE/GRHPR/HOGA1 6 KEGG hsa04350 TGF-beta signaling pathway 15/968 94/8135 0.1446 0.4275 0.352 BMP2/GDF5/FST/SMURF2/ACVR2A/ID2/PPP2CB/GREM2/SP1/IFNG/SMAD7/ID3/E2F4/CDKN2B/SMAD9 15 KEGG hsa04530 Tight junction 25/968 169/8135 0.1463 0.4275 0.352 PRKAB2/CCND1/PPP2R2A/AMOTL1/JUN/CDK4/PRKAG1/TJP1/ARPC5L/PRKCZ/PARD3/ARPC5/MAP3K5/TIAM1/MYL6B/ARPC2/PRKCI/PPP2CB/RAPGEF6/ARPC4/VASP/RAB8B/TUBA4A/PRKACA/TUBA1B 25 KEGG hsa04066 HIF-1 signaling pathway 17/968 109/8135 0.1469 0.4275 0.352 IFNGR2/MKNK2/HK1/CDKN1B/NFKB1/RELA/MAP2K1/EGLN3/PFKP/EIF4E/TLR4/IFNG/PIK3CD/HK2/PFKM/PIK3CA/IGF1 17 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 5/968 24/8135 0.1487 0.4291 0.3533 GLCE/HS2ST1/EXT1/EXTL2/HS3ST3A1 5 KEGG hsa00410 beta-Alanine metabolism 6/968 31/8135 0.1556 0.4409 0.363 SMOX/ALDH7A1/ABAT/EHHADH/ALDH6A1/ACOX3 6 KEGG hsa04510 Focal adhesion 29/968 201/8135 0.1559 0.4409 0.363 BIRC3/CCND1/JUN/ITGB3/ITGA2/DIAPH1/CAV1/MAP2K1/SHC1/FLNC/PTK2/PGF/ZYX/ELK1/PAK2/VASP/MYL5/PDGFRB/CCND3/PIK3CD/VAV3/FYN/PIP5K1A/CRKL/BIRC2/HRAS/PIK3CA/VEGFC/IGF1 29 KEGG hsa04014 Ras signaling pathway 33/968 232/8135 0.1569 0.4409 0.363 ABL1/RASA2/RASSF5/ARF6/FGF1/GNG11/EPHA2/NFKB1/RELA/RALB/FGF7/MAP2K1/SHC1/PGF/CHUK/FGFR2/ELK1/TIAM1/NRAS/BDNF/PAK2/BCL2L1/FGFR1/PDGFRB/PIK3CD/PLA2G12A/RGL2/RASA1/PRKACA/HRAS/PIK3CA/VEGFC/IGF1 33 KEGG hsa04936 Alcoholic liver disease 21/968 142/8135 0.1718 0.4718 0.3884 MAP2K6/IKBKE/PRKAB2/CCND1/SREBF1/IRF3/TAB3/ACACB/PRKAG1/ALDH7A1/NFKB1/TCF7L2/RELA/CAMKK2/CHUK/MAP3K5/TRAF3/IRAK4/TLR4/IL12A/ACOX3 21 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 9/968 53/8135 0.1727 0.4718 0.3884 BDKRB2/ATP2B1/PLCB1/RAB11A/AP2A2/DNM3/AP2M1/VDR/PRKACA 9 KEGG hsa04136 Autophagy - other 6/968 32/8135 0.1735 0.4718 0.3884 ATG4C/ATG101/GABARAPL1/MLST8/PPP2CB/GABARAP 6 KEGG hsa04666 Fc gamma R-mediated phagocytosis 15/968 97/8135 0.1737 0.4718 0.3884 LIMK2/ARF6/ARPC5L/MAP2K1/ARPC5/SPHK1/ARPC2/ARPC4/ASAP1/VASP/PIK3CD/VAV3/PIP5K1A/CRKL/PIK3CA 15 KEGG hsa04152 AMPK signaling pathway 18/968 120/8135 0.1783 0.4804 0.3956 PRKAB2/CCND1/PPP2R2A/ULK1/SREBF1/CREB3L4/ACACB/PRKAG1/ELAVL1/PCK2/CAMKK2/PPP2CB/PFKP/PIK3CD/PFKM/PIK3CA/TSC1/IGF1 18 KEGG hsa04151 PI3K-Akt signaling pathway 48/968 354/8135 0.1824 0.4818 0.3967 CCND1/PPP2R2A/IL4R/GHR/CREB3L4/ITGB3/ITGA2/MCL1/FGF1/CDK4/GNG11/EPHA2/IFNAR2/IFNAR1/CDKN1B/NFKB1/EIF4B/ATF6B/RELA/FGF7/MAP2K1/PCK2/EREG/PTK2/PGF/CHUK/FGFR2/MAGI2/NRAS/BDNF/CASP9/PKN3/MLST8/PPP2CB/JAK2/EIF4E/BCL2L1/FGFR1/TLR4/PDGFRB/CCND3/PIK3CD/CDK6/HRAS/PIK3CA/VEGFC/TSC1/IGF1 48 KEGG hsa01210 2-Oxocarboxylic acid metabolism 4/968 19/8135 0.1825 0.4818 0.3967 IDH1/ACO1/BCAT2/IDH3A 4 KEGG hsa05205 Proteoglycans in cancer 29/968 205/8135 0.1833 0.4818 0.3967 CCND1/TWIST2/ITGB3/ITGA2/FZD2/CAV1/EIF4B/SLC9A1/MAP2K1/DROSHA/FLNC/FZD1/HBEGF/PTK2/SDC4/PLAUR/ELK1/TIAM1/NRAS/CD44/FGFR1/TLR4/PIK3CD/VAV3/PRKACA/HRAS/DDX5/PIK3CA/IGF1 29 KEGG hsa04919 Thyroid hormone signaling pathway 18/968 121/8135 0.1877 0.4895 0.403 CCND1/MED30/ITGB3/SLC9A1/MAP2K1/PLCB1/NRAS/CASP9/MED16/PFKP/NOTCH1/THRA/PIK3CD/PFKM/HDAC2/PRKACA/HRAS/PIK3CA 18 KEGG hsa00620 Pyruvate metabolism 8/968 47/8135 0.1898 0.491 0.4043 ACACB/ALDH7A1/PCK2/AKR1A1/PKM/ACYP1/DLAT/GRHPR 8 KEGG hsa00260 Glycine, serine and threonine metabolism 7/968 40/8135 0.1917 0.4922 0.4053 SDSL/PHGDH/ALDH7A1/MAOA/ALAS1/DMGDH/GRHPR 7 KEGG hsa04213 Longevity regulating pathway - multiple species 10/968 62/8135 0.1971 0.5019 0.4133 PRKAB2/CAT/PRKAG1/NRAS/PIK3CD/HDAC2/PRKACA/HRAS/PIK3CA/IGF1 10 KEGG hsa05140 Leishmaniasis 12/968 77/8135 0.2 0.5023 0.4136 FOS/IFNGR2/JUN/NFKB1/RELA/ELK1/IRAK4/JAK2/TLR4/IFNG/NFKBIB/IL12A 12 KEGG hsa01240 Biosynthesis of cofactors 22/968 153/8135 0.2003 0.5023 0.4136 PNPO/LIAS/COQ5/COX15/MMAB/GCH1/ALAS1/PPCDC/BCAT2/PANK1/PHOSPHO2/AKR1A1/UGDH/RFK/COQ7/CPOX/DHRS3/COQ3/NME3/NME6/PMM1/PPCS 22 KEGG hsa05131 Shigellosis 34/968 247/8135 0.2038 0.5072 0.4176 JUN/TNIP1/DIAPH1/ARF6/RIPK2/HK1/IRF3/TAB3/NFKB1/ARPC5L/U2AF1L4/RELA/CASP4/ARPC5/PLCB1/PTK2/CHUK/PFN4/ARPC2/CD44/UBE2N/PFN2/ARPC4/BCL2L1/TLR4/MYL5/PIK3CD/NFKBIB/TECPR1/HK2/WASL/CRKL/RRAGC/PIK3CA 34 KEGG hsa04622 RIG-I-like receptor signaling pathway 11/968 70/8135 0.2055 0.5075 0.4179 DDX3X/IKBKE/NLRX1/TANK/IRF3/NFKB1/RELA/CHUK/TRAF3/NFKBIB/IL12A 11 KEGG hsa04931 Insulin resistance 16/968 108/8135 0.2099 0.511 0.4208 PRKAB2/SREBF1/CREB3L4/GFPT2/ACACB/PRKAG1/MLX/NFKB1/PPP1R3E/RELA/PRKCZ/RPS6KA3/PCK2/SOCS3/PIK3CD/PIK3CA 16 KEGG hsa04623 Cytosolic DNA-sensing pathway 10/968 63/8135 0.2111 0.511 0.4208 IKBKE/IRF3/NFKB1/RELA/CHUK/POLR3K/AIM2/POLR1C/POLR3C/NFKBIB 10 KEGG hsa03020 RNA polymerase 6/968 34/8135 0.2116 0.511 0.4208 POLR1E/POLR2I/POLR3K/POLR1C/POLR2G/POLR3C 6 KEGG hsa04340 Hedgehog signaling pathway 9/968 56/8135 0.2167 0.5194 0.4277 CCND1/SMURF2/SPOPL/BOC/CUL3/CSNK1E/MGRN1/HHAT/PRKACA 9 KEGG hsa04657 IL-17 signaling pathway 14/968 94/8135 0.2236 0.5321 0.4382 FOSL1/FOS/IKBKE/JUN/CCL7/TAB3/NFKB1/TRAF3IP2/ELAVL1/RELA/CHUK/TRAF3/TNFAIP3/IFNG 14 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 12/968 79/8135 0.2255 0.5327 0.4386 MAP2K1/SHC1/FGFR2/NRAS/JAK2/EIF4E/BCL2L1/PDGFRB/PIK3CD/HRAS/PIK3CA/IGF1 12 KEGG hsa05134 Legionellosis 9/968 57/8135 0.2322 0.542 0.4463 NFKB2/CLK4/NFKB1/RELA/CASP9/TLR4/HSF1/APAF1/IL12A 9 KEGG hsa04137 Mitophagy - animal 11/968 72/8135 0.2328 0.542 0.4463 ULK1/JUN/RELA/GABARAPL1/MFN1/NRAS/BCL2L1/SP1/USP30/GABARAP/HRAS 11 KEGG hsa00650 Butanoate metabolism 5/968 28/8135 0.2347 0.5426 0.4467 ALDH5A1/ABAT/EHHADH/HMGCL/AACS 5 KEGG hsa05014 Amyotrophic lateral sclerosis 48/968 364/8135 0.2409 0.553 0.4554 TNFRSF1B/MAP2K6/ULK1/TANK/DDIT3/VAPB/CAT/NDUFV2/BID/NDUFA6/DNAL1/DAXX/NDUFB5/RAE1/PSMC2/TUBB4B/COX1/ATG101/MAP3K5/PFN4/MCU/DNAL4/ADRM1/CASP9/PSMD4/KIF5B/PFN2/BCL2L1/NUP35/SEH1L/NDUFS3/UQCR10/APAF1/NUP98/SETX/TUBA4A/NDUFV1/NUP153/NDUFS2/PPP3CC/GPX7/GPX8/NXT1/NDUFB10/NDUFA11/TUBA1B/TUBB3/RAB39B 48 KEGG hsa00071 Fatty acid degradation 7/968 43/8135 0.2458 0.5604 0.4614 GCDH/ECI1/ALDH7A1/EHHADH/ACAA1/ACSL4/ACOX3 7 KEGG hsa04625 C-type lectin receptor signaling pathway 15/968 104/8135 0.2516 0.5672 0.4671 EGR3/IKBKE/RELB/JUN/NFKB2/EGR2/NFKB1/RELA/CHUK/NRAS/PIK3CD/IL12A/PPP3CC/HRAS/PIK3CA 15 KEGG hsa00512 Mucin type O-glycan biosynthesis 6/968 36/8135 0.2523 0.5672 0.4671 ST3GAL2/ST3GAL1/GCNT3/B4GALT5/GALNT15/ST6GALNAC1 6 KEGG hsa00270 Cysteine and methionine metabolism 8/968 51/8135 0.2564 0.5724 0.4713 SDSL/MTAP/DNMT1/LACC1/PHGDH/DNMT3A/BCAT2/MPST 8 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 3/968 15/8135 0.2611 0.579 0.4767 ST3GAL2/ST3GAL1/GBGT1 3 KEGG hsa05010 Alzheimer disease 50/968 384/8135 0.2656 0.585 0.4817 ULK1/DDIT3/FZD2/SLC39A14/NDUFV2/BID/NDUFA6/NFKB1/NDUFB5/RELA/PPIF/PSMC2/RTN3/ADAM17/DVL3/MAP2K1/PLCB1/FZD1/TUBB4B/DVL2/CHUK/COX1/ATG101/MAP3K5/MCU/NRAS/ADRM1/CASP9/PSMD4/CDK5R1/KIF5B/CSNK1E/NAE1/SLC39A10/NDUFS3/PIK3CD/UQCR10/APAF1/TUBA4A/NDUFV1/NDUFS2/PPP3CC/SLC11A2/NDUFB10/NDUFA11/TUBA1B/HRAS/PIK3CA/TUBB3/SLC25A4 50 KEGG hsa04926 Relaxin signaling pathway 18/968 129/8135 0.2705 0.588 0.4841 FOS/JUN/CREB3L4/GNG11/NFKB1/ATF6B/RELA/PRKCZ/MAP2K1/SHC1/PLCB1/NRAS/PIK3CD/PRKACA/GNAI3/HRAS/PIK3CA/VEGFC 18 KEGG hsa04714 Thermogenesis 31/968 232/8135 0.2705 0.588 0.4841 PRKAB2/CREB3L4/NDUFV2/COX15/PRKAG1/COA5/NDUFA6/NDUFB5/RPS6KA3/COX1/MAP3K5/KDM3B/NRAS/COX11/MLST8/NDUFAF3/NDUFAF4/ARID1B/FGFR1/PRDM16/NDUFS3/UQCR10/SMARCA4/NDUFV1/NDUFS2/PRKACA/NDUFB10/NDUFA11/HRAS/ACSL4/TSC1 31 KEGG hsa05416 Viral myocarditis 9/968 60/8135 0.2811 0.6007 0.4946 CCND1/ABL1/SGCD/ICAM1/CAV1/BID/EIF4G3/CASP9/FYN 9 KEGG hsa00020 Citrate cycle (TCA cycle) 5/968 30/8135 0.2819 0.6007 0.4946 IDH1/ACO1/PCK2/IDH3A/DLAT 5 KEGG hsa01523 Antifolate resistance 5/968 30/8135 0.2819 0.6007 0.4946 ABCC5/NFKB1/RELA/CHUK/SLC46A1 5 KEGG hsa05012 Parkinson disease 35/968 266/8135 0.2863 0.606 0.499 DUSP1/DDIT3/SLC39A14/NDUFV2/NDUFA6/MAOA/DAXX/NDUFB5/PPIF/PSMC2/TUBB4B/COX1/MAP3K5/MFN1/MCU/ADRM1/CASP9/PSMD4/KIF5B/BCL2L1/SLC39A10/NDUFS3/UQCR10/APAF1/TUBA4A/NDUFV1/NDUFS2/SLC11A2/PRKACA/NDUFB10/NDUFA11/TUBA1B/GNAI3/TUBB3/SLC25A4 35 KEGG hsa00515 Mannose type O-glycan biosynthesis 4/968 23/8135 0.2898 0.6095 0.5018 B4GALT3/FUT4/CHST10/POMGNT1 4 KEGG hsa04650 Natural killer cell mediated cytotoxicity 18/968 131/8135 0.2931 0.6125 0.5043 IFNGR2/ICAM1/TNFRSF10A/BID/IFNAR2/IFNAR1/MAP2K1/TNFRSF10B/SHC1/NRAS/TNFSF10/IFNG/PIK3CD/VAV3/FYN/PPP3CC/HRAS/PIK3CA 18 KEGG hsa04659 Th17 cell differentiation 15/968 108/8135 0.3012 0.6163 0.5074 FOS/NFKBIE/IFNGR2/IL4R/IL21R/JUN/NFKB1/RELA/TYK2/CHUK/JAK2/IL27RA/IFNG/NFKBIB/PPP3CC 15 KEGG hsa05211 Renal cell carcinoma 10/968 69/8135 0.3026 0.6163 0.5074 JUN/EPAS1/MAP2K1/EGLN3/NRAS/PAK2/PIK3CD/CRKL/HRAS/PIK3CA 10 KEGG hsa04930 Type II diabetes mellitus 7/968 46/8135 0.3039 0.6163 0.5074 HK1/PRKCZ/SOCS3/PKM/PIK3CD/HK2/PIK3CA 7 KEGG hsa05170 Human immunodeficiency virus 1 infection 28/968 212/8135 0.3056 0.6163 0.5074 FOS/TNFRSF1B/MAP2K6/JUN/CCNB1/LIMK2/TAP2/GNG11/IRF3/BID/NFKB1/RELA/MAP2K1/PTK2/CHUK/NRAS/CASP9/IRAK4/PAK2/BCL2L1/TLR4/PIK3CD/CDC25C/PPP3CC/CRKL/GNAI3/HRAS/PIK3CA 28 KEGG hsa00052 Galactose metabolism 5/968 31/8135 0.3062 0.6163 0.5074 HK1/GALM/PFKP/HK2/PFKM 5 KEGG hsa04710 Circadian rhythm 5/968 31/8135 0.3062 0.6163 0.5074 PRKAB2/PER3/PRKAG1/CSNK1E/CRY1 5 KEGG hsa01232 Nucleotide metabolism 12/968 85/8135 0.3088 0.617 0.508 NT5E/GMPR2/LACC1/IMPDH2/ADA/PNP/AMPD3/ENPP1/UCK1/NME3/NME6/DCTD 12 KEGG hsa03460 Fanconi anemia pathway 8/968 54/8135 0.3104 0.617 0.508 HES1/FANCF/FAN1/MLH1/RPA2/POLI/RAD51C/RPA1 8 KEGG hsa00513 Various types of N-glycan biosynthesis 6/968 39/8135 0.3167 0.6258 0.5153 ALG13/B4GALT3/FUT8/MAN1B1/MAN2A1/B4GALNT3 6 KEGG hsa04914 Progesterone-mediated oocyte maturation 14/968 102/8135 0.3262 0.6403 0.5272 CCNB1/ANAPC16/RPS6KA3/MAP2K1/PIK3CD/CPEB1/CDC25C/STK10/PGR/PRKACA/GNAI3/PIK3CA/CDC27/IGF1 14 KEGG hsa04120 Ubiquitin mediated proteolysis 19/968 142/8135 0.328 0.6403 0.5272 BIRC3/UBE2H/ANAPC16/UBE4B/SMURF2/RHOBTB1/UBE2Q2/DET1/SOCS3/UBE2N/CUL3/UBE2S/MID1/UBA2/MGRN1/SAE1/BIRC2/HERC1/CDC27 19 KEGG hsa05217 Basal cell carcinoma 9/968 63/8135 0.3325 0.6452 0.5312 BMP2/GADD45G/FZD2/TCF7L2/DVL3/FZD1/DVL2/GADD45A/GADD45B 9 KEGG hsa00920 Sulfur metabolism 2/968 10/8135 0.3378 0.6482 0.5337 MPST/IMPAD1 2 KEGG hsa04310 Wnt signaling pathway 22/968 167/8135 0.338 0.6482 0.5337 FOSL1/CCND1/JUN/FZD2/TLE3/TCF7L2/DVL3/CTNND2/PLCB1/FZD1/DVL2/TBL1XR1/CBY1/RYK/CSNK1E/NKD2/CCND3/ROR2/PPP3CC/DAAM2/PRKACA/NLK 22 KEGG hsa05020 Prion disease 35/968 273/8135 0.3437 0.6553 0.5396 EGR1/CREB3L4/DDIT3/CAV1/NDUFV2/NDUFA6/NDUFB5/ATF6B/PPIF/PSMC2/TUBB4B/COX1/MCU/ADRM1/CASP9/PSMD4/KIF5B/NOTCH1/NDUFS3/PIK3CD/UQCR10/APAF1/TUBA4A/FYN/NDUFV1/NDUFS2/PPP3CC/STIP1/PRKACA/NDUFB10/NDUFA11/TUBA1B/PIK3CA/TUBB3/SLC25A4 35 KEGG hsa04540 Gap junction 12/968 88/8135 0.3532 0.6695 0.5512 TJP1/MAP2K1/PLCB1/TUBB4B/NRAS/PDGFRB/TUBA4A/PRKACA/TUBA1B/GNAI3/HRAS/TUBB3 12 KEGG hsa00061 Fatty acid biosynthesis 3/968 18/8135 0.3638 0.6848 0.5639 ACACB/HSD17B8/ACSL4 3 KEGG hsa01212 Fatty acid metabolism 8/968 57/8135 0.3664 0.6848 0.5639 ELOVL7/HSD17B8/EHHADH/ELOVL6/ACAA1/ELOVL4/ACSL4/ACOX3 8 KEGG hsa05321 Inflammatory bowel disease 9/968 65/8135 0.3676 0.6848 0.5639 IFNGR2/IL4R/IL21R/JUN/NFKB1/RELA/TLR4/IFNG/IL12A 9 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 4/968 26/8135 0.3748 0.6887 0.5671 MPPE1/PIGC/PIGB/PIGV 4 KEGG hsa00790 Folate biosynthesis 4/968 26/8135 0.3748 0.6887 0.5671 GCH1/PCBD2/QDPR/CBR1 4 KEGG hsa04915 Estrogen signaling pathway 18/968 138/8135 0.3761 0.6887 0.5671 FOS/JUN/CREB3L4/KRT16/ATF6B/MAP2K1/SHC1/PLCB1/HBEGF/NRAS/SP1/PIK3CD/EBAG9/PGR/PRKACA/GNAI3/HRAS/PIK3CA 18 KEGG hsa03040 Spliceosome 19/968 147/8135 0.3865 0.7039 0.5796 DHX15/SNRNP27/RBM22/ZMAT2/U2AF1L4/SRSF8/LSM6/RBM25/RP9/SNW1/CTNNBL1/PRPF6/LSM2/AQR/HNRNPK/LSM4/PRPF4/SRSF10/DDX5 19 KEGG hsa00062 Fatty acid elongation 4/968 27/8135 0.4032 0.7302 0.6012 ACOT7/ELOVL7/ELOVL6/ELOVL4 4 KEGG hsa04730 Long-term depression 8/968 60/8135 0.4232 0.7559 0.6224 MAP2K1/PLCB1/NRAS/PPP2CB/GNA12/GNAI3/HRAS/IGF1 8 KEGG hsa00600 Sphingolipid metabolism 7/968 52/8135 0.4256 0.7559 0.6224 SGPP1/SPHK1/NEU1/KDSR/B4GALT6/SPTLC2/DEGS1 7 KEGG hsa04912 GnRH signaling pathway 12/968 93/8135 0.429 0.7559 0.6224 MAP2K6/JUN/EGR1/MMP14/MAP3K3/MAP2K1/PLCB1/HBEGF/ELK1/NRAS/PRKACA/HRAS 12 KEGG hsa03030 DNA replication 5/968 36/8135 0.4298 0.7559 0.6224 PRIM1/RPA2/FEN1/RPA1/POLE3 5 KEGG hsa04062 Chemokine signaling pathway 24/968 192/8135 0.4309 0.7559 0.6224 CCL7/GNG11/CXCL12/NFKB1/RELA/PRKCZ/PARD3/MAP2K1/SHC1/PLCB1/PTK2/CHUK/TIAM1/NRAS/JAK2/PIK3CD/PREX1/VAV3/NFKBIB/CRKL/PRKACA/GNAI3/HRAS/PIK3CA 24 KEGG hsa04217 Necroptosis 20/968 159/8135 0.4313 0.7559 0.6224 BIRC3/IFNGR2/CFLAR/CHMP7/SPATA2L/TNFRSF10A/BID/IFNAR2/IFNAR1/TYK2/VPS4A/TNFRSF10B/TNFSF10/JAK2/TNFAIP3/TLR4/IFNG/USP21/BIRC2/SLC25A4 20 KEGG hsa05031 Amphetamine addiction 9/968 69/8135 0.4386 0.7646 0.6296 FOS/JUN/CREB3L4/MAOA/ATF6B/STX1A/PPP3CC/HDAC2/PRKACA 9 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 58/968 476/8135 0.4437 0.7694 0.6335 TNFRSF1B/MAP2K6/ULK1/TANK/DDIT3/FZD2/VAPB/CAT/NDUFV2/BID/NDUFA6/NFKB1/DNAL1/DAXX/NDUFB5/RELA/PPIF/PSMC2/DVL3/MAP2K1/STX1A/PLCB1/FZD1/TUBB4B/DVL2/COX1/ATG101/MAP3K5/MFN1/MCU/DNAL4/NRAS/BDNF/ADRM1/CASP9/PSMD4/CDK5R1/KIF5B/CSNK1E/ATXN3/BCL2L1/DLG4/NDUFS3/UQCR10/APAF1/TUBA4A/NDUFV1/NDUFS2/PPP3CC/GPX7/GPX8/NDUFB10/NDUFA11/TUBA1B/HRAS/TUBB3/RAB39B/SLC25A4 58 KEGG hsa05143 African trypanosomiasis 5/968 37/8135 0.4543 0.7829 0.6446 ICAM1/F2RL1/PLCB1/IFNG/IL12A 5 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 9/968 70/8135 0.4563 0.7829 0.6446 JUN/ATP6V1E2/NFKB1/TJP1/RELA/ADAM17/HBEGF/CHUK/ATP6V1B2 9 KEGG hsa03015 mRNA surveillance pathway 12/968 97/8135 0.4895 0.8355 0.688 PPP2R2A/RNGTT/PABPC5/PPP2CB/UPF2/PNN/PCF11/GSPT1/DDX19B/UPF3B/PELO/NXT1 12 KEGG hsa04973 Carbohydrate digestion and absorption 6/968 47/8135 0.4935 0.8378 0.6898 HK1/PLCB1/SLC37A4/PIK3CD/HK2/PIK3CA 6 KEGG hsa00900 Terpenoid backbone biosynthesis 3/968 22/8135 0.496 0.8378 0.6898 MVK/NUS1/MVD 3 KEGG hsa04072 Phospholipase D signaling pathway 18/968 148/8135 0.4987 0.838 0.69 ARF6/PTGFR/RALB/MAP2K1/SHC1/PLCB1/SPHK1/NRAS/DNM3/GRM2/PDGFRB/PIK3CD/GNA12/FYN/PIP5K1A/HRAS/PIK3CA/TSC1 18 KEGG hsa05231 Choline metabolism in cancer 12/968 98/8135 0.5045 0.8434 0.6944 FOS/JUN/MAP2K1/NRAS/SP1/PDGFRB/SLC22A5/PIK3CD/PIP5K1A/HRAS/PIK3CA/TSC1 12 KEGG hsa04922 Glucagon signaling pathway 13/968 107/8135 0.5129 0.853 0.7024 PRKAB2/CREB3L4/ACACB/PRKAG1/PCK2/PLCB1/PKM/PFKP/PHKB/PPP3CC/PFKM/PHKA1/PRKACA 13 KEGG hsa04022 cGMP-PKG signaling pathway 20/968 167/8135 0.524 0.8672 0.714 BDKRB2/ATP2B1/CREB3L4/GTF2IRD1/ATF6B/PPIF/MRVI1/KCNMB3/MAP2K1/PLCB1/MEF2D/RGS2/VASP/GTF2I/GNA12/PPP3CC/GNAI3/KCNJ8/NPR2/SLC25A4 20 KEGG hsa03430 Mismatch repair 3/968 23/8135 0.5269 0.8676 0.7143 MLH1/RPA2/RPA1 3 KEGG hsa05017 Spinocerebellar ataxia 17/968 143/8135 0.5409 0.8854 0.729 ULK1/PPIF/PSMC2/PLCB1/RBPJ/ATG101/MAP3K5/MCU/ADRM1/PSMD4/FGF14/ATXN3/SP1/OMA1/PIK3CD/PIK3CA/SLC25A4 17 KEGG hsa00480 Glutathione metabolism 7/968 58/8135 0.5447 0.8854 0.729 IDH1/GSTO1/GSTO2/LANCL1/GPX7/GPX8/MGST2 7 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 2/968 15/8135 0.5478 0.8854 0.729 ST3GAL2/ST3GAL1 2 KEGG hsa04916 Melanogenesis 12/968 101/8135 0.5486 0.8854 0.729 CREB3L4/FZD2/TCF7L2/DVL3/MAP2K1/PLCB1/FZD1/DVL2/NRAS/PRKACA/GNAI3/HRAS 12 KEGG hsa00510 N-Glycan biosynthesis 6/968 50/8135 0.5564 0.8902 0.7329 ALG13/B4GALT3/FUT8/MAN1B1/MAN2A1/MGAT5 6 KEGG hsa05133 Pertussis 9/968 76/8135 0.5594 0.8902 0.7329 FOS/JUN/IRF3/NFKB1/RELA/IRAK4/TLR4/IL12A/GNAI3 9 KEGG hsa05146 Amoebiasis 12/968 102/8135 0.563 0.8902 0.7329 ARG2/NFKB1/RELA/PLCB1/PTK2/TLR4/IFNG/HSPB1/PIK3CD/IL12A/PRKACA/PIK3CA 12 KEGG hsa00230 Purine metabolism 15/968 128/8135 0.5667 0.8902 0.7329 HDDC3/NT5E/GMPR2/LACC1/PRPS1/IMPDH2/ADA/PDE4D/PNP/AMPD3/ENPP1/PRPS2/NME3/NME6/NPR2 15 KEGG hsa04664 Fc epsilon RI signaling pathway 8/968 68/8135 0.57 0.8902 0.7329 MAP2K6/MAP2K1/NRAS/PIK3CD/VAV3/FYN/HRAS/PIK3CA 8 KEGG hsa04921 Oxytocin signaling pathway 18/968 154/8135 0.5704 0.8902 0.7329 FOS/PRKAB2/CCND1/JUN/PRKAG1/MAP2K1/PLCB1/CAMKK2/CACNA2D4/ELK1/NRAS/MYL6B/RGS2/PPP3CC/PRKACA/GNAI3/HRAS/NPR2 18 KEGG hsa00380 Tryptophan metabolism 5/968 42/8135 0.5707 0.8902 0.7329 GCDH/CAT/ALDH7A1/MAOA/EHHADH 5 KEGG hsa00330 Arginine and proline metabolism 6/968 51/8135 0.5766 0.8951 0.737 SMOX/ARG2/ALDH7A1/MAOA/P4HA3/HOGA1 6 KEGG hsa00430 Taurine and hypotaurine metabolism 2/968 16/8135 0.5838 0.9003 0.7413 ADO/FMO2 2 KEGG hsa00592 alpha-Linolenic acid metabolism 3/968 25/8135 0.5855 0.9003 0.7413 PLA2G12A/ACAA1/ACOX3 3 KEGG hsa04721 Synaptic vesicle cycle 9/968 78/8135 0.592 0.9044 0.7446 ATP6V1E2/STX1A/SLC1A1/AP2A2/DNM3/ATP6V1B2/AP2M1/SLC6A1/STXBP1 9 KEGG hsa04725 Cholinergic synapse 13/968 113/8135 0.5958 0.9044 0.7446 FOS/CREB3L4/GNG11/MAP2K1/PLCB1/NRAS/JAK2/PIK3CD/FYN/PRKACA/GNAI3/HRAS/PIK3CA 13 KEGG hsa04371 Apelin signaling pathway 16/968 139/8135 0.5964 0.9044 0.7446 PRKAB2/CCND1/EGR1/TFAM/GNG11/JAG1/PRKAG1/SLC9A1/MAP2K1/PLCB1/SPHK1/MEF2D/NRAS/PRKACA/GNAI3/HRAS 16 KEGG hsa04520 Adherens junction 8/968 71/8135 0.6206 0.9367 0.7712 TCF7L2/YES1/TJP1/PARD3/FGFR1/FYN/WASL/NLK 8 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 11/968 98/8135 0.6291 0.9452 0.7782 BDKRB2/BDKRB1/MAP2K6/PTGER2/F2RL1/PLCB1/TRPA1/PIK3CD/PRKACA/PIK3CA/IGF1 11 KEGG hsa00760 Nicotinate and nicotinamide metabolism 4/968 36/8135 0.6352 0.9498 0.7821 NT5E/PNP/ENPP1/NAMPT 4 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 3/968 27/8135 0.6392 0.9514 0.7834 B4GALT3/B3GNT2/FUT4 3 KEGG hsa03050 Proteasome 5/968 46/8135 0.6537 0.9619 0.792 PSME4/PSMC2/ADRM1/PSMD4/IFNG 5 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 4/968 37/8135 0.6571 0.9619 0.792 GFPT2/ALDH5A1/ABAT/NIT2 4 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 4/968 37/8135 0.6571 0.9619 0.792 PIK3CD/NR3C2/PIK3CA/IGF1 4 KEGG hsa03008 Ribosome biogenesis in eukaryotes 12/968 109/8135 0.658 0.9619 0.792 RPP25L/NVL/WDR36/DROSHA/RIOK1/NOP10/XPO1/UTP15/GNL2/RCL1/SPATA5/NXT1 12 KEGG hsa04927 Cortisol synthesis and secretion 7/968 65/8135 0.6684 0.9728 0.801 CREB3L4/ATF6B/PLCB1/SP1/PBX1/NCEH1/PRKACA 7 KEGG hsa03420 Nucleotide excision repair 5/968 47/8135 0.6728 0.9748 0.8026 ERCC6/RPA2/RPA1/GTF2H5/POLE3 5 KEGG hsa05340 Primary immunodeficiency 4/968 38/8135 0.6781 0.9782 0.8054 BLNK/TAP2/RFXAP/ADA 4 KEGG hsa05323 Rheumatoid arthritis 10/968 93/8135 0.6821 0.9795 0.8065 FOS/JUN/ATP6V1E2/ICAM1/CXCL12/TNFSF11/IL11/TLR4/IFNG/ATP6V1B2 10 KEGG hsa04720 Long-term potentiation 7/968 67/8135 0.6997 0.9979 0.8216 RPS6KA3/MAP2K1/PLCB1/NRAS/PPP3CC/PRKACA/HRAS 7 KEGG hsa00240 Pyrimidine metabolism 6/968 58/8135 0.7033 0.9979 0.8216 NT5E/ENPP1/UCK1/NME3/NME6/DCTD 6 KEGG hsa04114 Oocyte meiosis 14/968 131/8135 0.707 0.9979 0.8216 SLK/CCNB1/ANAPC16/SMC3/RPS6KA3/MAP2K1/PPP2CB/CPEB1/CDC25C/PPP3CC/PGR/PRKACA/CDC27/IGF1 14 KEGG hsa00565 Ether lipid metabolism 5/968 49/8135 0.7088 0.9979 0.8216 PAFAH1B3/LPCAT1/ENPP6/PLA2G12A/LPCAT4 5 KEGG hsa00053 Ascorbate and aldarate metabolism 3/968 30/8135 0.7102 0.9979 0.8216 ALDH7A1/AKR1A1/UGDH 3 KEGG hsa04979 Cholesterol metabolism 5/968 50/8135 0.7258 1 0.8234 VAPB/ANGPTL4/APOC3/VAPA/NCEH1 5 KEGG hsa04978 Mineral absorption 6/968 60/8135 0.7343 1 0.8234 ATP2B1/STEAP1/CLCN2/SLC46A1/VDR/SLC11A2 6 KEGG hsa00190 Oxidative phosphorylation 14/968 134/8135 0.7384 1 0.8234 ATP6V1E2/NDUFV2/COX15/NDUFA6/NDUFB5/COX1/COX11/ATP6V1B2/NDUFS3/UQCR10/NDUFV1/NDUFS2/NDUFB10/NDUFA11 14 KEGG hsa04060 Cytokine-cytokine receptor interaction 32/968 295/8135 0.7414 1 0.8234 TNFRSF1B/BMP2/IFNGR2/IL4R/GHR/LIF/IL21R/GDF5/IL1RN/CCL7/TNFRSF10A/CLCF1/CXCL12/ACKR3/IFNAR2/CD27/IFNAR1/LIFR/TNFSF11/TNFRSF10D/ACVR2A/IL15RA/TNFRSF10B/IL11/TNFSF15/TNFSF10/TNFRSF12A/IL27RA/IFNG/IL36RN/IL12A/IL36B 32 KEGG hsa00564 Glycerophospholipid metabolism 10/968 98/8135 0.7443 1 0.8234 GPD2/ETNK1/LPCAT1/LCLAT1/GPD1L/GPAM/PLA2G12A/LPCAT4/CDIPT/LYPLA2 10 KEGG hsa04925 Aldosterone synthesis and secretion 10/968 98/8135 0.7443 1 0.8234 ATP2B1/CREB3L4/PRKD3/PRKD1/ATF6B/PLCB1/DAGLB/NR4A2/ATF1/PRKACA 10 KEGG hsa00983 Drug metabolism - other enzymes 8/968 80/8135 0.7511 1 0.8234 TPMT/GSTO1/GSTO2/IMPDH2/UCK1/NME3/NME6/MGST2 8 KEGG hsa00340 Histidine metabolism 2/968 22/8135 0.7558 1 0.8234 ALDH7A1/MAOA 2 KEGG hsa00860 Porphyrin metabolism 4/968 43/8135 0.7695 1 0.8234 COX15/MMAB/ALAS1/CPOX 4 KEGG hsa04130 SNARE interactions in vesicular transport 3/968 33/8135 0.7699 1 0.8234 STX6/STX1A/VAMP4 3 KEGG hsa03060 Protein export 2/968 23/8135 0.7776 1 0.8234 IMMP1L/OXA1L 2 KEGG hsa04614 Renin-angiotensin system 2/968 23/8135 0.7776 1 0.8234 AGTR2/PREP 2 KEGG hsa04964 Proximal tubule bicarbonate reclamation 2/968 23/8135 0.7776 1 0.8234 AQP1/PCK2 2 KEGG hsa04962 Vasopressin-regulated water reabsorption 4/968 44/8135 0.7851 1 0.8234 CREB3L4/ARHGDIA/RAB11A/PRKACA 4 KEGG hsa05415 Diabetic cardiomyopathy 21/968 203/8135 0.7861 1 0.8234 GFPT2/NDUFV2/PDK2/NDUFA6/NFKB1/NDUFB5/RELA/PPIF/PRKCZ/PLCB1/COX1/SP1/NDUFS3/PIK3CD/UQCR10/NDUFV1/NDUFS2/NDUFB10/NDUFA11/PIK3CA/SLC25A4 21 KEGG hsa00040 Pentose and glucuronate interconversions 3/968 34/8135 0.7874 1 0.8234 DCXR/AKR1A1/UGDH 3 KEGG hsa04929 GnRH secretion 6/968 64/8135 0.7893 1 0.8234 MAP2K1/PLCB1/NRAS/PIK3CD/HRAS/PIK3CA 6 KEGG hsa04977 Vitamin digestion and absorption 2/968 24/8135 0.7976 1 0.8234 SLC19A2/SLC46A1 2 KEGG hsa02010 ABC transporters 4/968 45/8135 0.7999 1 0.8234 ABCC5/TAP2/ABCB6/ABCB10 4 KEGG hsa03320 PPAR signaling pathway 7/968 75/8135 0.8046 1 0.8234 ANGPTL4/PCK2/APOC3/EHHADH/ACAA1/ACSL4/ACOX3 7 KEGG hsa04918 Thyroid hormone synthesis 7/968 75/8135 0.8046 1 0.8234 CREB3L4/ATF6B/PLCB1/SLC26A4/GPX7/GPX8/PRKACA 7 KEGG hsa04670 Leukocyte transendothelial migration 11/968 114/8135 0.8123 1 0.8234 RASSF5/ICAM1/CXCL12/PTK2/VASP/MYL5/PIK3CD/VAV3/GNAI3/PIK3CA/SIPA1 11 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 6/968 66/8135 0.8134 1 0.8234 PSTK/VARS2/DARS2/HARS2/MARS2/LARS2 6 KEGG hsa00500 Starch and sucrose metabolism 3/968 36/8135 0.8192 1 0.8234 HK1/ENPP1/HK2 3 KEGG hsa00514 Other types of O-glycan biosynthesis 4/968 47/8135 0.8269 1 0.8234 B4GALT3/EOGT/GALNT15/GXYLT2 4 KEGG hsa04950 Maturity onset diabetes of the young 2/968 26/8135 0.833 1 0.8234 HES1/NKX2-2 2 KEGG hsa04924 Renin secretion 6/968 69/8135 0.8453 1 0.8234 PTGER2/AQP1/PLCB1/PPP3CC/PRKACA/GNAI3 6 KEGG hsa04727 GABAergic synapse 8/968 89/8135 0.8465 1 0.8234 GNG11/ABAT/GABARAPL1/GABARAP/SLC38A2/SLC6A1/PRKACA/GNAI3 8 KEGG hsa04966 Collecting duct acid secretion 2/968 27/8135 0.8485 1 0.8234 ATP6V1E2/ATP6V1B2 2 KEGG hsa05410 Hypertrophic cardiomyopathy 8/968 90/8135 0.855 1 0.8234 PRKAB2/SGCD/ITGB3/ITGA2/PRKAG1/CACNA2D4/ACTC1/IGF1 8 KEGG hsa05110 Vibrio cholerae infection 4/968 50/8135 0.8617 1 0.8234 ATP6V1E2/TJP1/ATP6V1B2/PRKACA 4 KEGG hsa05144 Malaria 4/968 50/8135 0.8617 1 0.8234 ICAM1/TLR4/IFNG/IL12A 4 KEGG hsa00360 Phenylalanine metabolism 1/968 16/8135 0.8685 1 0.8234 MAOA 1 KEGG hsa04728 Dopaminergic synapse 12/968 132/8135 0.8756 1 0.8234 FOS/PPP2R2A/CREB3L4/GNG11/MAOA/ATF6B/PLCB1/PPP2CB/KIF5B/PPP3CC/PRKACA/GNAI3 12 KEGG hsa05152 Tuberculosis 17/968 180/8135 0.8762 1 0.8234 IFNGR2/RIPK2/BID/NFKB1/RELA/RFXAP/SPHK1/CASP9/IRAK4/JAK2/TLR4/IFNG/IRAK2/APAF1/IL12A/PPP3CC/VDR 17 KEGG hsa04216 Ferroptosis 3/968 41/8135 0.8814 1 0.8234 SLC39A14/SLC11A2/ACSL4 3 KEGG hsa04724 Glutamatergic synapse 10/968 114/8135 0.8856 1 0.8234 GNG11/HOMER1/SLC1A1/PLCB1/DLG4/GRM2/SLC38A2/PPP3CC/PRKACA/GNAI3 10 KEGG hsa04611 Platelet activation 11/968 124/8135 0.8864 1 0.8234 ITGB3/ITGA2/PRKCZ/PLCB1/PRKCI/VASP/PIK3CD/FYN/PRKACA/GNAI3/PIK3CA 11 KEGG hsa04726 Serotonergic synapse 10/968 115/8135 0.8917 1 0.8234 DUSP1/GNG11/MAOA/MAP2K1/PLCB1/NRAS/HTR1D/PRKACA/GNAI3/HRAS 10 KEGG hsa00511 Other glycan degradation 1/968 18/8135 0.898 1 0.8234 NEU1 1 KEGG hsa04911 Insulin secretion 7/968 86/8135 0.9 1 0.8234 CREB3L4/ATF6B/KCNMB3/STX1A/PLCB1/CCKAR/PRKACA 7 KEGG hsa04940 Type I diabetes mellitus 3/968 43/8135 0.9003 1 0.8234 IFNG/IL12A/ICA1 3 KEGG hsa04723 Retrograde endocannabinoid signaling 13/968 148/8135 0.9094 1 0.8234 GNG11/NDUFV2/NDUFA6/NDUFB5/PLCB1/DAGLB/NDUFS3/NDUFV1/NDUFS2/PRKACA/NDUFB10/NDUFA11/GNAI3 13 KEGG hsa04923 Regulation of lipolysis in adipocytes 4/968 56/8135 0.9137 1 0.8234 PIK3CD/PRKACA/GNAI3/PIK3CA 4 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 13/968 150/8135 0.9184 1 0.8234 ATP2B1/PPP2R2A/CREB3L4/ATF6B/SLC9A1/PLCB1/CACNA2D4/ACTC1/PPP2CB/AGTR2/PRKACA/CREM/GNAI3 13 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 8/968 100/8135 0.9209 1 0.8234 TNFRSF1B/CCL7/TNFRSF10A/CXCL12/ACKR3/TNFRSF10D/TNFRSF10B/TNFSF10 8 KEGG hsa00100 Steroid biosynthesis 1/968 20/8135 0.9209 1 0.8234 FDFT1 1 KEGG hsa04141 Protein processing in endoplasmic reticulum 15/968 171/8135 0.9236 1 0.8234 EDEM3/DDIT3/HSPH1/RNF185/UBE4B/ATF6B/FBXO6/SEC24A/MAP3K5/SEC31B/ATXN3/TRAM1L1/MAN1B1/SIL1/SEC24B 15 KEGG hsa04020 Calcium signaling pathway 22/968 240/8135 0.9276 1 0.8234 BDKRB2/BDKRB1/ATP2B1/PTGFR/FGF1/STIM2/ORAI3/PPIF/FGF7/PLCB1/SPHK1/FGFR2/MCU/CCKAR/FGFR1/PHKB/PDGFRB/PPP3CC/PHKA1/PRKACA/VEGFC/SLC25A4 22 KEGG hsa00220 Arginine biosynthesis 1/968 22/8135 0.9386 1 0.8234 ARG2 1 KEGG hsa00350 Tyrosine metabolism 2/968 36/8135 0.9391 1 0.8234 GSTZ1/MAOA 2 KEGG hsa00982 Drug metabolism - cytochrome P450 5/968 72/8135 0.9411 1 0.8234 GSTO1/GSTO2/MAOA/FMO2/MGST2 5 KEGG hsa00561 Glycerolipid metabolism 4/968 61/8135 0.9428 1 0.8234 ALDH7A1/LCLAT1/AKR1A1/GPAM 4 KEGG hsa00590 Arachidonic acid metabolism 4/968 61/8135 0.9428 1 0.8234 PLA2G12A/CBR1/GPX7/GPX8 4 KEGG hsa05414 Dilated cardiomyopathy 7/968 96/8135 0.9491 1 0.8234 SGCD/ITGB3/ITGA2/CACNA2D4/ACTC1/PRKACA/IGF1 7 KEGG hsa05330 Allograft rejection 2/968 38/8135 0.9506 1 0.8234 IFNG/IL12A 2 KEGG hsa04713 Circadian entrainment 7/968 97/8135 0.9526 1 0.8234 FOS/RASD1/PER3/GNG11/PLCB1/PRKACA/GNAI3 7 KEGG hsa04024 cAMP signaling pathway 19/968 221/8135 0.9549 1 0.8234 FOS/PTGER2/ATP2B1/JUN/CREB3L4/NFKB1/RELA/SLC9A1/MAP2K1/PDE4D/TIAM1/BDNF/PIK3CD/VAV3/HTR1D/PRKACA/GNAI3/ACOX3/PIK3CA 19 KEGG hsa04260 Cardiac muscle contraction 6/968 87/8135 0.956 1 0.8234 SLC9A1/CACNA2D4/COX1/ACTC1/UQCR10/SLC9A7 6 KEGG hsa05171 Coronavirus disease - COVID-19 20/968 232/8135 0.9573 1 0.8234 FOS/IKBKE/JUN/IRF3/IFNAR2/IFNAR1/RPS24/NFKB1/RELA/TYK2/ADAM17/HBEGF/CHUK/TRAF3/IRAK4/TLR4/PIK3CD/NFKBIB/IL12A/PIK3CA 20 KEGG hsa05206 MicroRNAs in cancer 28/968 310/8135 0.9576 1 0.8234 CCND1/ABL1/SPRY2/FOXP1/ITGB3/MCL1/DNMT1/DNMT3A/CDKN1B/NFKB1/MAP2K1/SHC1/HMGA2/NRAS/CD44/TP63/E2F3/NOTCH1/PDGFRB/PIK3CD/CDC25C/HNRNPK/CRKL/HDAC2/CDK6/HRAS/PIK3CA/BCL2L2 28 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 5/968 77/8135 0.9603 1 0.8234 SGCD/ITGB3/ITGA2/TCF7L2/CACNA2D4 5 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 4/968 69/8135 0.9714 1 0.8234 GSTO1/GSTO2/CBR1/MGST2 4 KEGG hsa00591 Linoleic acid metabolism 1/968 29/8135 0.9748 1 0.8234 PLA2G12A 1 KEGG hsa04744 Phototransduction 1/968 29/8135 0.9748 1 0.8234 SLC24A1 1 KEGG hsa04610 Complement and coagulation cascades 5/968 85/8135 0.9795 1 0.8234 BDKRB2/BDKRB1/THBD/SERPINB2/PLAUR 5 KEGG hsa05034 Alcoholism 14/968 187/8135 0.9823 1 0.8234 CREB3L4/GNG11/MAOA/ATF6B/MAP2K1/SHC1/CAMKK2/NRAS/BDNF/HDAC2/HAT1/PRKACA/GNAI3/HRAS 14 KEGG hsa04640 Hematopoietic cell lineage 6/968 99/8135 0.9828 1 0.8234 IL4R/ITGB3/ITGA2/IL11/CD44/CD24 6 KEGG hsa04270 Vascular smooth muscle contraction 9/968 134/8135 0.9836 1 0.8234 MRVI1/KCNMB3/MAP2K1/PLCB1/MYL6B/GNA12/PLA2G12A/PRKACA/NPR2 9 KEGG hsa04512 ECM-receptor interaction 5/968 88/8135 0.9842 1 0.8234 ITGB3/ITGA2/SDC4/CD44/FRAS1 5 KEGG hsa04971 Gastric acid secretion 4/968 76/8135 0.9848 1 0.8234 SLC9A1/PLCB1/PRKACA/GNAI3 4 KEGG hsa04672 Intestinal immune network for IgA production 2/968 49/8135 0.9849 1 0.8234 CXCL12/IL15RA 2 KEGG hsa03010 Ribosome 11/968 158/8135 0.9856 1 0.8234 RPS24/MRPS6/MRPS18C/MRPL17/MRPS14/MRPS18A/MRPL11/MRPL10/MRPS16/MRPL24/MRPL2 11 KEGG hsa04972 Pancreatic secretion 6/968 102/8135 0.9865 1 0.8234 ATP2B1/SLC9A1/PLCB1/RAB11A/CCKAR/PLA2G12A 6 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 4/968 78/8135 0.9873 1 0.8234 GSTO1/GSTO2/CBR1/MGST2 4 KEGG hsa04913 Ovarian steroidogenesis 2/968 51/8135 0.9879 1 0.8234 PRKACA/IGF1 2 KEGG hsa04145 Phagosome 10/968 152/8135 0.9899 1 0.8234 ATP6V1E2/ITGB3/ITGA2/TAP2/TUBB4B/TLR4/ATP6V1B2/TUBA4A/TUBA1B/TUBB3 10 KEGG hsa00830 Retinol metabolism 3/968 68/8135 0.9908 1 0.8234 RDH10/PNPLA4/DHRS3 3 KEGG hsa04142 Lysosome 8/968 132/8135 0.9919 1 0.8234 CTNS/NEU1/DNASE2/AP3M2/LAPTM4B/SLC11A2/CLN3/ACP2 8 KEGG hsa04613 Neutrophil extracellular trap formation 13/968 190/8135 0.9927 1 0.8234 ITGB3/NFKB1/RELA/PPIF/CASP4/MAP2K1/PLCB1/TLR4/PIK3CD/HDAC2/HAT1/PIK3CA/SLC25A4 13 KEGG hsa04742 Taste transduction 4/968 86/8135 0.994 1 0.8234 PLCB1/HTR1D/PRKACA/CALHM1 4 KEGG hsa05332 Graft-versus-host disease 1/968 42/8135 0.9952 1 0.8234 IFNG 1 KEGG hsa04976 Bile secretion 4/968 89/8135 0.9955 1 0.8234 AQP1/SLC9A1/NCEH1/PRKACA 4 KEGG hsa04975 Fat digestion and absorption 1/968 43/8135 0.9958 1 0.8234 PLA2G12A 1 KEGG hsa05032 Morphine addiction 4/968 91/8135 0.9963 1 0.8234 GNG11/PDE4D/PRKACA/GNAI3 4 KEGG hsa04612 Antigen processing and presentation 3/968 78/8135 0.9967 1 0.8234 TAP2/RFXAP/IFNG 3 KEGG hsa04970 Salivary secretion 4/968 93/8135 0.997 1 0.8234 ATP2B1/SLC9A1/PLCB1/PRKACA 4 KEGG hsa00140 Steroid hormone biosynthesis 1/968 61/8135 0.9996 1 0.8234 HSD17B8 1 KEGG hsa04974 Protein digestion and absorption 3/968 103/8135 0.9998 1 0.8234 SLC1A1/COL21A1/SLC38A2 3 KEGG hsa04514 Cell adhesion molecules 6/968 149/8135 0.9998 1 0.8234 CD274/ICAM1/SDC4/PDCD1LG2/CADM1/GLG1 6 KEGG hsa05150 Staphylococcus aureus infection 2/968 96/8135 0.9999 1 0.8234 ICAM1/KRT16 2 KEGG hsa04080 Neuroactive ligand-receptor interaction 19/968 353/8135 1 1 0.8234 BDKRB2/BDKRB1/PTGER2/S1PR3/GHR/PTGFR/F2RL1/UCN/PARD3/CHRNB1/TAAR5/CCKAR/GRP/NR3C1/GRM2/AGTR2/THRA/HTR1D/GALR2 19 KEGG hsa05322 Systemic lupus erythematosus 1/968 136/8135 1 1 0.8234 IFNG 1 KEGG hsa04740 Olfactory transduction 2/968 440/8135 1 1 0.8234 RGS2/PRKACA 2