ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05168 Herpes simplex virus 1 infection 217/2017 495/8135 9.312e-22 3.11e-19 2.95e-19 ZNF426/ZNF543/ZNF550/ZNF436/ZNF619/ZNF182/ZNF155/ZNF764/RNASEL/ZNF565/ZNF189/ZNF235/ZNF417/AKT2/ZNF17/ZNF333/ZNF841/ZNF549/IKBKB/ZNF20/ZNF623/ZNF420/ZNF317/ZNF597/ZNF441/TNF/EIF2B1/ZNF286A/ZNF763/SRSF5/ZNF749/ZNF283/ZNF221/IKBKE/ZNF398/ZNF570/ZNF224/ZNF416/ZNF658/TNFRSF14/ZNF140/ZNF44/ZFP30/ZNF772/NXF1/ZNF793/ZNF490/ZNF676/ZNF674/EIF2B4/ZNF528/ZFP14/BAK1/ZNF350/ZNF620/ZNF551/ZSCAN32/ZNF589/TAB1/OAS2/ZNF583/ZNF547/ZNF823/ZNF2/ZNF555/ZNF611/TSC1/BAD/PILRB/C3/ZNF573/ZNF616/ZNF3/ZNF45/ZNF432/ZNF79/ZNF621/ZNF778/ZNF559/ZNF773/ZNF791/ZNF563/ZNF30/ZNF700/ZNF792/ZNF26/ZNF557/ZNF585B/ZNF721/ZNF564/ZNF846/ZNF613/ZNF226/ZNF57/IRF7/ZIK1/ZNF443/ZNF766/EIF2B3/OAS3/ZNF780A/ZNF780B/ZNF679/ZNF527/ZNF699/STAT2/CHUK/ZNF223/ZNF701/EIF4EBP1/POU2F2/ZNF614/OAS1/ZNF304/ZNF285/ZNF688/PILRA/ZNF665/FASLG/ZNF418/ZNF689/ZNF540/ZNF584/SRSF7/ZNF546/ZNF529/ZNF93/ZNF641/ZNF624/ZNF225/ZNF439/ZNF132/ZNF205/ZNF454/ZNF175/ZNF34/ZNF200/SRSF6/MAVS/ZNF300/ZNF568/ZNF77/ZNF566/ZNF222/PIK3R3/IRF3/RBAK/ZNF713/PML/ZNF284/ZNF607/ZNF473/ZNF571/ZNF8/ZNF600/IFNA21/EIF2AK1/ZFP82/ZNF442/ZNF585A/EIF2B5/PPP1CB/TP53/ZNF558/ZNF669/ITGA5/SRSF2/TICAM1/RELA/ZNF567/ZNF785/ZNF786/ZNF343/ZNF136/ZNF14/ZNF7/SRSF3/CASP8/ZNF85/ZNF615/ZNF587/ZNF677/ZNF879/ZFP69/ZNF836/ZNF425/EIF2B2/ZNF707/ZNF10/ZNF777/ZNF845/IFNA10/SRSF4/ZNF141/IFNA5/ZNF256/ZNF354B/TRAF6/ZNF569/ZNF717/ZNF799/ZNF718/IFIH1/ZNF714/IFNA2/ZNF234/ZNF184/HCFC2/DDX58/TAP1/TRAF5/ZNF606/CASP3/ZNF160/ZNF181/SRSF1/AKT1 217 KEGG hsa03015 mRNA surveillance pathway 38/2017 97/8135 0.001157 0.1313 0.1246 CPSF7/NUDT21/PAPOLA/EIF4A3/PABPC3/PPP2R2D/NXF1/WDR82/CLP1/DDX39B/FUS/PELO/WDR33/GSPT1/UPF1/SMG6/PPP2R5D/RNGTT/RBM8A/CSTF1/PABPC1L2A/PABPN1/UPF2/SYMPK/SMG7/DAZAP1/PPP1CB/SMG5/CSTF3/PPP2R2A/CSTF2/CPSF3/ACIN1/GLE1/PPP2R5A/PNN/PPP2R3B/PPP2R2C 38 KEGG hsa05223 Non-small cell lung cancer 30/2017 72/8135 0.001179 0.1313 0.1246 AKT2/BAK1/STAT5A/FHIT/BAD/PLCG1/ARAF/KIF5B/RB1/SOS2/CCND1/JAK3/PIK3R3/PDPK1/RASSF5/ERBB2/TP53/GADD45G/GADD45A/CDKN2A/HRAS/HGF/FOXO3/RXRB/KRAS/GRB2/E2F2/KIF5A/AKT1/CDKN1A 30 KEGG hsa05213 Endometrial cancer 25/2017 58/8135 0.001674 0.1398 0.1326 AKT2/BAK1/BAD/CTNNB1/ARAF/SOS2/CCND1/PIK3R3/APC2/PDPK1/ERBB2/TP53/TCF7L2/GADD45G/GADD45A/HRAS/TCF7/FOXO3/KRAS/GRB2/MYC/CDH1/CTNNA2/AKT1/CDKN1A 25 KEGG hsa05160 Hepatitis C 55/2017 157/8135 0.002442 0.1631 0.1547 RNASEL/AKT2/IKBKB/TNF/PPP2R2D/IKBKE/EIF3E/BAK1/OAS2/BAD/CTNNB1/ARAF/YWHAZ/CD81/IRF7/OAS3/STAT2/CHUK/IFIT1/OAS1/MX1/RB1/FASLG/SOS2/CCND1/MAVS/PIK3R3/IRF3/IFNA21/EIF2AK1/CLDN24/RSAD2/CLDN10/TP53/CLDN15/TICAM1/MX2/RELA/CASP8/HRAS/PPP2R2A/KRAS/IFNA10/IFNA5/TRAF6/GRB2/PSME3/IFNA2/MYC/DDX58/E2F2/CASP3/PPP2R2C/AKT1/CDKN1A 55 KEGG hsa05165 Human papillomavirus infection 104/2017 331/8135 0.003205 0.1713 0.1625 TADA3/AKT2/IKBKB/PTGER4/TNF/PPP2R2D/CHAD/IKBKE/BCAP31/LFNG/BAK1/TCIRG1/TSC1/BAD/CTNNB1/COL4A4/CCND2/HES7/DVL3/MFNG/CSNK1A1L/COL9A3/STAT2/CHUK/EIF4EBP1/FZD9/MX1/RB1/PPP2R5D/ATP6V1C2/FASLG/COL4A3/FZD7/DVL2/COL9A1/RBPJ/SOS2/HES6/COL6A1/ATP6V1B1/ITGB8/ITGA10/CCND1/HES1/COL4A1/PIK3R3/IRF3/HES3/APC2/LAMB1/HDAC1/MDM2/COL4A2/FN1/IFNA21/WNT4/COL4A5/TP53/CHD4/WNT11/ITGA5/TCF7L2/TICAM1/MX2/RELA/COL6A2/ATP6V1G3/ATP6V0B/WNT9B/THBS1/COL9A2/CASP8/CRB3/NFX1/HRAS/TCF7/PPP2R2A/LAMA5/KRAS/IFNA10/CREB3L1/PXN/ITGAV/IFNA5/PSMC1/FZD6/WNT7B/GRB2/WNT2/PPP2R5A/SLC9A3R1/COL2A1/IFNA2/COL1A2/CCNE1/OASL/CASP3/ATP6V0E2/MAGI1/PPP2R3B/PPP2R2C/AKT1/CDKN1A/LAMA3 104 KEGG hsa05216 Thyroid cancer 17/2017 37/8135 0.004057 0.1713 0.1625 BAK1/CTNNB1/CCND1/TPM3/TP53/TCF7L2/GADD45G/GADD45A/HRAS/TCF7/RXRB/KRAS/MYC/NCOA4/TPR/CDH1/CDKN1A 17 KEGG hsa00600 Sphingolipid metabolism 22/2017 52/8135 0.004103 0.1713 0.1625 CERS5/ARSA/SMPD2/SMPD4/KDSR/PSAP/SPTLC1/SGMS1/SGPP2/NEU2/SMPD1/NEU4/SPTLC3/CERS4/GLA/SGPL1/B4GALT6/GBA2/DEGS1/SGPP1/CERS3/NEU3 22 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 13/2017 26/8135 0.004766 0.1769 0.1678 PIGV/PIGG/PIGM/GPAA1/PGAP1/PIGX/PIGW/PIGC/PIGS/PIGH/MPPE1/PIGO/PIGP 13 KEGG hsa04622 RIG-I-like receptor signaling pathway 27/2017 70/8135 0.007231 0.2198 0.2085 IKBKB/TNF/IKBKE/CASP10/DHX58/IRF7/CHUK/PIN1/MAPK12/MAVS/IRF3/DDX3X/NFKBIB/IFNA21/RNF125/SIKE1/TANK/RELA/MAPK11/CASP8/IFNA10/IFNA5/TRAF6/IFIH1/IFNA2/MAP3K1/DDX58 27 KEGG hsa05132 Salmonella infection 79/2017 249/8135 0.00724 0.2198 0.2085 RIPK3/RAB7A/TUBA3C/AKT2/TIRAP/IKBKB/SNX18/ACTR10/TNF/ABI1/DCTN1/PFN3/MYL7/S100A10/MYL12B/BAK1/VPS39/TAB1/CYTH1/CTNNB1/MYL2/FOS/FHOD1/CYTH2/TNFRSF10B/ELMO2/EXOC5/DYNC2LI1/CHUK/KIF5B/AHNAK/TNFRSF10A/ARL8B/DCTN6/PODXL/DYNLRB1/MAPK12/RAB9B/CYTH4/DYNLL1/DYNC1H1/ARPC1B/DCTN5/KLC3/KPNA1/PLEKHM2/RILP/TCF7L2/RELA/BRK1/JUN/MAPK11/DCTN2/RALA/CASP8/ACTR3C/RAB5C/TUBA3E/HRAS/KPNA4/TCF7/DYNC1I1/TAB3/CASP5/ARF1/PIK3C2A/TRAF6/HSP90AB1/NOD1/ARHGEF26/KLC4/MYC/DYNLT1/DNM2/CASP3/TXN2/PLEKHM1/KIF5A/AKT1 79 KEGG hsa04932 Non-alcoholic fatty liver disease 52/2017 155/8135 0.008412 0.2341 0.2221 PRKAB1/AKT2/IKBKB/COX6C/TNF/NDUFS3/COX5B/NDUFB10/COX6A2/NDUFA9/COX1/FOS/IL6R/MAP3K11/COX6B1/FASLG/LEP/UQCRC2/MAPK12/PRKAG1/PIK3R3/PRKAB2/NDUFB3/NDUFAB1/UQCRFS1/ADIPOR1/NDUFS5/RELA/JUN/MAPK11/COX2/NDUFA12/NDUFV2/NDUFA2/NDUFB11/CASP8/INS/NDUFB5/NDUFB4/ADIPOR2/NDUFA3/CYTB/MLX/PRKAA2/NDUFB6/NDUFA6/IRS1/MLXIPL/COX4I2/CASP3/COX4I1/AKT1 52 KEGG hsa05162 Measles 47/2017 139/8135 0.01012 0.26 0.2467 AKT2/IKBKB/IKBKE/IL2RB/BAK1/STAT5A/OAS2/BAD/CCND2/FOS/IRF7/OAS3/STAT2/CHUK/OAS1/MX1/BBC3/FASLG/CCND1/RAB9B/MAVS/JAK3/PIK3R3/IRF3/MSN/NFKBIB/IFNA21/EIF2AK1/TP53/HSPA1L/MX2/RELA/JUN/CASP8/HSPA2/SLAMF1/IFNA10/CD28/IFNA5/TRAF6/IFIH1/IFNA2/CCNE1/DDX58/CD3E/CASP3/AKT1 47 KEGG hsa05222 Small cell lung cancer 33/2017 92/8135 0.0113 0.2617 0.2483 AKT2/IKBKB/BAK1/FHIT/COL4A4/CKS1B/CHUK/RB1/COL4A3/CCND1/TRAF1/COL4A1/PIK3R3/LAMB1/COL4A2/FN1/COL4A5/TP53/RELA/GADD45G/GADD45A/RXRB/LAMA5/ITGAV/TRAF6/CCNE1/MYC/E2F2/TRAF5/CASP3/AKT1/CDKN1A/LAMA3 33 KEGG hsa05225 Hepatocellular carcinoma 55/2017 168/8135 0.01175 0.2617 0.2483 SMAD4/AKT2/SMARCB1/BAK1/BAD/CTNNB1/PLCG1/ARAF/TXNRD2/DVL3/CSNK1A1L/FZD9/GSTA2/RB1/FZD7/DVL2/SOS2/ARID2/CCND1/GSTA4/PIK3R3/APC2/DPF3/WNT4/SHC1/TP53/WNT11/MGST1/SMARCA2/TCF7L2/DPF1/WNT9B/LRP6/GADD45G/GAB1/GADD45A/CDKN2A/PBRM1/HRAS/TCF7/HGF/KRAS/ARID1A/SMARCD1/FZD6/WNT7B/GRB2/WNT2/HMOX1/MGST3/MYC/E2F2/SMARCD2/AKT1/CDKN1A 55 KEGG hsa05217 Basal cell carcinoma 24/2017 63/8135 0.01298 0.2709 0.257 SUFU/BAK1/CTNNB1/DVL3/FZD9/FZD7/DVL2/APC2/WNT4/TP53/WNT11/TCF7L2/WNT9B/GADD45G/GADD45A/TCF7/GLI2/FZD6/WNT7B/KIF7/WNT2/BMP2/SMO/CDKN1A 24 KEGG hsa03013 Nucleocytoplasmic transport 37/2017 108/8135 0.01683 0.3307 0.3137 EIF4A3/SUMO2/NXF1/RAE1/NUP160/SUMO1/RANGAP1/EEF1A1/DDX39B/IPO13/NUP107/UBE2I/EEF1A2/NUP188/UPF1/SNUPN/SUMO4/NUP93/RBM8A/IPO4/KPNA1/PHAX/UPF2/NUP85/XPO7/THOC3/IPO8/NUP133/KPNA4/ACIN1/THOC5/GLE1/KPNA7/THOC2/TPR/AAAS/PNN 37 KEGG hsa05161 Hepatitis B 52/2017 162/8135 0.02065 0.373 0.3539 SMAD4/AKT2/TIRAP/IKBKB/TNF/IKBKE/STAT5A/ATF6B/CASP10/TAB1/BAD/FOS/ARAF/YWHAZ/IRF7/STAT2/CHUK/RB1/FASLG/SOS2/MAPK12/MAVS/JAK3/PIK3R3/IRF3/DDX3X/IFNA21/NFATC1/TP53/TICAM1/RELA/JUN/MAPK11/CASP8/HRAS/KRAS/IFNA10/CREB3L1/IFNA5/EGR2/TRAF6/GRB2/IFIH1/IFNA2/CCNE1/MYC/MAP3K1/DDX58/E2F2/CASP3/AKT1/CDKN1A 52 KEGG hsa04974 Protein digestion and absorption 35/2017 103/8135 0.02234 0.373 0.3539 CTRL/COL5A3/COL5A1/KCNJ13/COL27A1/COL22A1/COL4A4/COL9A3/COL4A3/COL9A1/COL13A1/COL6A1/COL23A1/COL8A2/PGA3/COL4A1/COL11A1/COL4A2/COL14A1/SLC8A2/COL4A5/ELN/COL16A1/COL18A1/COL6A2/COL9A2/COL12A1/COL20A1/ATP1A1/SLC1A5/COL2A1/COL1A2/SLC6A19/COL7A1/KCNN4 35 KEGG hsa05210 Colorectal cancer 30/2017 86/8135 0.02282 0.373 0.3539 SMAD4/AKT2/BAK1/BAD/CTNNB1/FOS/ARAF/BBC3/SOS2/CCND1/PIK3R3/APC2/TP53/TCF7L2/JUN/RALA/GADD45G/GADD45A/HRAS/TCF7/RAC2/KRAS/MSH2/AREG/APPL1/GRB2/MYC/CASP3/AKT1/CDKN1A 30 KEGG hsa05220 Chronic myeloid leukemia 27/2017 76/8135 0.02345 0.373 0.3539 SMAD4/AKT2/IKBKB/BAK1/STAT5A/BAD/ARAF/CHUK/RB1/SOS2/CCND1/PIK3R3/HDAC1/MDM2/SHC1/TP53/RELA/GADD45G/GADD45A/CDKN2A/HRAS/KRAS/GRB2/MYC/E2F2/AKT1/CDKN1A 27 KEGG hsa00562 Inositol phosphate metabolism 26/2017 73/8135 0.02502 0.3799 0.3604 MTMR7/PIP4K2B/IPPK/IMPA1/INPP5E/PLCG1/MTMR4/MTMR1/PLCB2/PLCD4/PIP4K2C/ISYNA1/PI4K2B/PIP5K1A/FIG4/INPP5J/TPI1/SYNJ2/INPP5F/PI4KB/ITPKB/INPP5B/PIK3C2A/MIOX/INPP4A/PLCE1 26 KEGG hsa05221 Acute myeloid leukemia 24/2017 67/8135 0.02848 0.4136 0.3923 AKT2/IKBKB/STAT5A/BAD/ARAF/CHUK/EIF4EBP1/DUSP6/PIM2/SOS2/CCND1/PIK3R3/RARA/CSF1R/PML/TCF7L2/RELA/PPARD/HRAS/TCF7/KRAS/GRB2/MYC/AKT1 24 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 6/2017 11/8135 0.03293 0.4316 0.4094 COQ3/COQ6/COQ7/COQ2/GGCX/COQ5 6 KEGG hsa04714 Thermogenesis 70/2017 232/8135 0.03427 0.4316 0.4094 ND6/PRKAB1/COX15/COX6C/SMARCB1/NDUFS3/COX5B/NDUFB10/SLC25A20/NDUFAF1/COX6A2/NDUFA9/TSC1/CPT1A/COX1/ND5/NDUFAF4/COX6B1/COA1/PRDM16/COX17/ADCY7/SOS2/UQCRC2/MAPK12/PRKAG1/PRKAB2/NDUFB3/NDUFAB1/DPF3/COA5/UQCRFS1/NDUFS5/ND4/COX18/SMARCA2/DPF1/ND1/MAPK11/COX2/NDUFA12/NDUFV2/NDUFAF3/NDUFA2/NDUFB11/BMP8A/NDUFB5/HRAS/ND2/NDUFB4/COX14/NDUFA3/COX10/KRAS/ARID1A/CYTB/CREB3L1/SMARCD1/ADCY4/NPPB/CPT2/GRB2/PRKAA2/NDUFB6/NDUFAF6/NDUFA6/COX4I2/UCP1/COX4I1/SMARCD2 70 KEGG hsa05226 Gastric cancer 47/2017 149/8135 0.03605 0.4316 0.4094 SMAD4/AKT2/BAK1/CTNNB1/ARAF/DVL3/CSNK1A1L/FZD9/RB1/FZD7/DVL2/FGF3/SOS2/CCND1/FGF6/PIK3R3/APC2/WNT4/ERBB2/SHC1/TP53/WNT11/TCF7L2/WNT9B/LRP6/GADD45G/GAB1/GADD45A/HRAS/TCF7/FGF1/HGF/RXRB/KRAS/FZD6/WNT7B/GRB2/WNT2/ABCB1/CCNE1/MYC/E2F2/CDH1/CTNNA2/FGF4/AKT1/CDKN1A 47 KEGG hsa04936 Alcoholic liver disease 45/2017 142/8135 0.03672 0.4316 0.4094 PRKAB1/AKT2/TIRAP/IKBKB/TRA2A/TNF/IKBKE/TAB1/C3/CPT1A/CTNNB1/MLYCD/ACOX3/MAP3K14/CHUK/FASLG/SIRT1/MAPK12/CCND1/PRKAG1/IRF3/PRKAB2/ADIPOR1/ACADVL/IFNA21/TCF7L2/TICAM1/RELA/MAPK11/CASP8/LPIN1/C1QC/IL17A/TCF7/ADIPOR2/FOXO3/TAB3/IFNA10/IFNA5/LPIN3/TRAF6/IFNA2/PRKAA2/CASP3/AKT1 45 KEGG hsa05218 Melanoma 25/2017 72/8135 0.03756 0.4316 0.4094 AKT2/BAK1/BAD/IGF1/ARAF/RB1/FGF3/CCND1/FGF6/PIK3R3/MDM2/TP53/GADD45G/GADD45A/CDKN2A/PDGFC/HRAS/FGF1/HGF/KRAS/E2F2/CDH1/FGF4/AKT1/CDKN1A 25 KEGG hsa03430 Mismatch repair 10/2017 23/8135 0.03847 0.4316 0.4094 MLH3/RFC1/POLD2/RPA2/EXO1/POLD3/MSH2/POLD4/RFC3/RFC5 10 KEGG hsa00670 One carbon pool by folate 9/2017 20/8135 0.03876 0.4316 0.4094 MTR/FTCD/TYMS/MTHFR/MTHFD2/MTHFD1/SHMT1/MTFMT/ATIC 9 KEGG hsa03030 DNA replication 14/2017 36/8135 0.04294 0.4627 0.4389 POLE4/RFC1/POLD2/POLA2/FEN1/RNASEH2C/RPA2/PRIM1/MCM5/POLD3/MCM2/POLD4/RFC3/RFC5 14 KEGG hsa04071 Sphingolipid signaling pathway 38/2017 119/8135 0.04637 0.4811 0.4564 CERS5/AKT2/TNF/PPP2R2D/GNAI2/SMPD2/PLCB2/PPP2R5D/FYN/MS4A2/PLD2/SPTLC1/SGMS1/SGPP2/GNAQ/MAPK12/SMPD1/PIK3R3/PDPK1/SPTLC3/CERS4/TP53/RELA/MAPK11/SGPL1/S1PR1/HRAS/RAC2/PPP2R2A/KRAS/DEGS1/PPP2R5A/SGPP1/FCER1A/CERS3/PPP2R3B/PPP2R2C/AKT1 38 KEGG hsa01523 Antifolate resistance 12/2017 30/8135 0.04753 0.4811 0.4564 SLC46A1/IKBKB/TNF/ABCC2/CHUK/FPGS/TYMS/MTHFR/RELA/SHMT1/ATIC/FOLR3 12 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 66/2017 223/8135 0.05617 0.5024 0.4766 ND6/AKR1C3/AKT2/IKBKB/COX6C/NDUFS3/COX5B/NDUFB10/COX6A2/NDUFA9/BAD/COX1/SLC25A4/FOS/ND5/ARAF/MAP3K14/CHUK/COX6B1/GSTA2/PLD2/SOS2/UQCRC2/MAPK12/GSTA4/PIK3R3/NDUFB3/PDPK1/NDUFAB1/UQCRFS1/NDUFS5/ND4/PRKD2/MGST1/ND1/HIF1A/RELA/JUN/CBR1/MAPK11/COX2/AHR/NDUFA12/NDUFV2/NDUFA2/NDUFB11/NDUFB5/HRAS/ND2/NDUFB4/SLC26A2/NDUFA3/HGF/FOXO3/AS3MT/KRAS/CYTB/GRB2/HMOX1/MGST3/AKR1A1/NDUFB6/NDUFA6/COX4I2/COX4I1/AKT1 66 KEGG hsa05205 Proteoglycans in cancer 61/2017 205/8135 0.05857 0.5024 0.4766 AKT2/TNF/RRAS2/MRAS/TWIST1/CAV1/ARHGEF1/IHH/IGF1/CTNNB1/PLCG1/ARAF/TFAP4/FZD9/VAV1/FASLG/FZD7/SOS2/MAPK12/CCND1/TIAM1/PPP1R12A/PIK3R3/SDC1/PDPK1/MSN/PTPN6/MDM2/FN1/WNT4/ERBB2/PPP1CB/TP53/WNT11/ITGA5/HIF1A/PPP1R12C/GPC1/MAPK11/WNT9B/THBS1/GAB1/HRAS/HGF/KRAS/PXN/ITGAV/FZD6/WNT7B/GRB2/ANK1/WNT2/DDX5/COL1A2/MYC/CASP3/ANK3/SMO/AKT1/CDKN1A/PLCE1 61 KEGG hsa04211 Longevity regulating pathway 29/2017 89/8135 0.05914 0.5024 0.4766 PRKAB1/ATG101/AKT2/ATF6B/TSC1/IGF1/EHMT2/EIF4EBP1/EIF4E2/ADCY7/SIRT1/PRKAG1/PIK3R3/PRKAB2/ADIPOR1/TP53/RELA/INS/HRAS/ADIPOR2/FOXO3/KRAS/CREB3L1/APPL1/ADCY4/SESN1/PRKAA2/IRS1/AKT1 29 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 44/2017 143/8135 0.06039 0.5024 0.4766 PCGF1/SMAD4/AKT2/SETDB1/KLF4/ID3/IGF1/CTNNB1/DVL3/POU5F1/FZD9/ONECUT1/FZD7/DVL2/MAPK12/JAK3/INHBE/PIK3R3/APC2/ID2/WNT4/DUSP9/ACVR1C/IL6ST/WNT11/REST/ISL1/MAPK11/PCGF5/WNT9B/HRAS/TCF7/PCGF2/SMAD9/KRAS/FZD6/WNT7B/GRB2/HOXA1/WNT2/ACVR2B/MYC/PCGF3/AKT1 44 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 32/2017 100/8135 0.06187 0.5024 0.4766 SMAD4/AKT2/TNF/EGR1/STAT5A/COL4A4/PLCG1/PLCB2/PLCD4/AGTR1/COL4A3/MAPK12/CCND1/COL4A1/PIK3R3/COL4A2/FN1/NFATC1/COL4A5/RELA/JUN/MAPK11/F3/AGER/HRAS/VEGFC/KRAS/COL1A2/DIAPH1/CASP3/AKT1/PLCE1 32 KEGG hsa04210 Apoptosis 42/2017 136/8135 0.06204 0.5024 0.4766 TUBA3C/AKT2/IKBKB/DFFA/TNF/BAK1/DIABLO/CASP10/BAD/AIFM1/FOS/TNFRSF10B/MAP3K14/CHUK/BBC3/FASLG/TNFRSF10A/DFFB/CTSW/TRAF1/CTSC/PIK3R3/PDPK1/CASP6/TP53/PARP4/SPTA1/RELA/HRK/JUN/PIDD1/CASP8/GADD45G/GADD45A/TUBA3E/HRAS/KRAS/PRF1/MCL1/SPTAN1/CASP3/AKT1 42 KEGG hsa03040 Spliceosome 45/2017 147/8135 0.06264 0.5024 0.4766 PHF5A/SMNDC1/CHERP/EIF4A3/TRA2A/RNU5A-1/SRSF5/U2AF2/DHX16/SF3B3/SF3B2/DDX39B/FUS/USP39/DDX23/PRPF18/PRPF38A/PRPF4/SRSF7/SF3B6/LSM5/RBM8A/SNRPD3/SRSF6/DHX8/BUD31/LSM3/SF3B1/DDX42/HSPA1L/SRSF2/THOC3/TXNL4A/SRSF3/SNRPB/HSPA2/SRSF4/ACIN1/DDX5/SART1/CCDC12/PRPF38B/THOC2/PRPF31/SRSF1 45 KEGG hsa05224 Breast cancer 45/2017 147/8135 0.06264 0.5024 0.4766 AKT2/BAK1/IGF1/CTNNB1/FOS/ARAF/SP1/DVL3/CSNK1A1L/FZD9/RB1/FZD7/DVL2/FGF3/SOS2/CCND1/HES1/FGF6/PIK3R3/APC2/WNT4/ERBB2/SHC1/TP53/WNT11/TCF7L2/JUN/WNT9B/LRP6/NFKB2/GADD45G/GADD45A/HRAS/TCF7/FGF1/KRAS/FZD6/WNT7B/GRB2/WNT2/MYC/E2F2/FGF4/AKT1/CDKN1A 45 KEGG hsa04625 C-type lectin receptor signaling pathway 33/2017 104/8135 0.06515 0.5024 0.4766 AKT2/IKBKB/TNF/IL23A/IKBKE/RRAS2/MRAS/MAP3K14/STAT2/CHUK/CALML5/MAPK12/CCL17/LSP1/PIK3R3/MDM2/NFATC1/RELA/JUN/MAPK11/IL10/NFKB2/IL17D/PPP3CA/CASP8/HRAS/KSR1/KRAS/EGR2/CLEC6A/PPP3R1/CALML3/AKT1 33 KEGG hsa04070 Phosphatidylinositol signaling system 31/2017 97/8135 0.06631 0.5024 0.4766 IP6K2/MTMR7/PIP4K2B/IPPK/IMPA1/INPP5E/PLCG1/MTMR4/MTMR1/PLCB2/PLCD4/PIP4K2C/CALML5/PIK3R3/IP6K1/DGKA/PI4K2B/DGKZ/DGKK/PIP5K1A/SYNJ2/INPP5F/PI4KB/ITPKB/INPP5B/PIK3C2A/CALML3/PPIP5K2/PPIP5K1/INPP4A/PLCE1 31 KEGG hsa00900 Terpenoid backbone biosynthesis 9/2017 22/8135 0.07103 0.5024 0.4766 FNTA/ICMT/RCE1/PCYOX1/NUS1/PMVK/HMGCR/DHDDS/GGPS1 9 KEGG hsa04310 Wnt signaling pathway 50/2017 167/8135 0.07342 0.5024 0.4766 SMAD4/RYK/CTNNB1/CCND2/DVL3/CSNK1A1L/NOTUM/PLCB2/FZD9/PRICKLE1/FZD7/DVL2/BTRC/RBX1/CCND1/DKK2/NKD2/APC2/RUVBL1/CBY1/FOSL1/NFATC1/WNT4/SIAH1/SOX17/TP53/WNT11/TCF7L2/PRICKLE3/JUN/PPARD/WNT9B/LRP6/FBXW11/PPP3CA/VANGL2/TCF7/CTNNBIP1/PORCN/RAC2/LGR6/CHD8/FZD6/WNT7B/WNT2/SFRP5/SFRP2/PPP3R1/MYC/RSPO1 50 KEGG hsa04150 mTOR signaling pathway 47/2017 156/8135 0.07366 0.5024 0.4766 AKT2/IKBKB/TNF/TSC1/IGF1/RRAGB/FLCN/DVL3/CHUK/EIF4EBP1/EIF4E2/FZD9/ATP6V1C2/FZD7/DVL2/ULK2/SOS2/ATP6V1B1/WDR59/PRR5L/PIK3R3/PDPK1/STRADA/TTI1/WNT4/WNT11/STRADB/ATP6V1G3/WNT9B/FNIP2/LRP6/MAPKAP1/INS/LPIN1/HRAS/SLC7A5/KRAS/SGK1/FZD6/WNT7B/LPIN3/GRB2/WNT2/LAMTOR2/PRKAA2/IRS1/AKT1 47 KEGG hsa04218 Cellular senescence 47/2017 156/8135 0.07366 0.5024 0.4766 AKT2/LIN37/RRAS2/MRAS/PPID/TSC1/RAD9A/CCND2/SLC25A4/MYBL2/EIF4EBP1/RB1/ZFP36L1/FOXM1/CALML5/SIRT1/BTRC/MAPK12/CCND1/GATA4/PIK3R3/MDM2/RASSF5/NFATC1/PPP1CB/TP53/CHEK1/RELA/MAPK11/ZFP36L2/FBXW11/PPP3CA/GADD45G/GADD45A/HUS1/CDKN2A/HRAS/FOXO3/KRAS/RAD1/CCNE1/PPP3R1/MYC/CALML3/E2F2/AKT1/CDKN1A 47 KEGG hsa01524 Platinum drug resistance 24/2017 73/8135 0.0737 0.5024 0.4766 AKT2/ABCC2/BAK1/BAD/GSTA2/BBC3/FASLG/GSTA4/PIK3R3/PDPK1/MDM2/ERBB2/POLH/TP53/MGST1/CASP8/TOP2A/CDKN2A/ATP7A/MSH2/MGST3/CASP3/AKT1/CDKN1A 24 KEGG hsa04115 p53 signaling pathway 24/2017 73/8135 0.0737 0.5024 0.4766 IGF1/CCND2/TNFRSF10B/BBC3/TNFRSF10A/CCNG2/CCND1/MDM2/SIAH1/SHISA5/TP53/CHEK1/PIDD1/GORAB/THBS1/CASP8/GADD45G/GADD45A/CDKN2A/GTSE1/SESN1/CCNE1/CASP3/CDKN1A 24 KEGG hsa03450 Non-homologous end-joining 6/2017 13/8135 0.07732 0.5165 0.4899 POLM/XRCC4/LIG4/NHEJ1/FEN1/DCLRE1C 6 KEGG hsa04623 Cytosolic DNA-sensing pathway 21/2017 63/8135 0.07946 0.5204 0.4937 RIPK3/IKBKB/IKBKE/POLR2H/IRF7/CHUK/POLR3A/POLR1D/ZBP1/MAVS/IRF3/POLR1C/POLR2K/POLR3K/NFKBIB/IFNA21/RELA/IFNA10/IFNA5/IFNA2/DDX58 21 KEGG hsa05014 Amyotrophic lateral sclerosis 102/2017 364/8135 0.08245 0.526 0.499 ND6/BECN1/ATG101/TUBA3C/COX6C/ACTR10/TNF/NDUFS3/DCTN1/COX5B/NDUFB10/PFN3/NXF1/ANXA7/RAE1/NUP160/COX6A2/NDUFA9/BAD/UBQLN1/FUS/COX1/ND5/PSMA1/NUP107/PSMC4/PSMA6/NUP188/COX6B1/KIF5B/NUP93/SRSF7/ULK2/PSMB6/ALS2/DCTN6/UQCRC2/MAPK12/GRIA2/DNAH1/NDUFB3/ATXN2L/NDUFAB1/SETX/UQCRFS1/PSMA5/AMBRA1/DCTN5/HNRNPA2B1/KLC3/NDUFS5/NUP85/RAB39B/ND4/TP53/TANK/ND1/FIG4/PSMA2/MAPK11/DCTN2/COX2/SRSF3/NDUFA12/NDUFV2/NDUFA2/NDUFB11/PPP3CA/UBQLN4/DNAL4/NUP133/TUBA3E/NDUFB5/GPX6/ND2/NDUFB4/DNAI1/NDUFA3/PSMD1/PSMD9/DERL1/CYTB/NRG2/HSPA5/PSMC1/VAPB/GLE1/NOS1/SLC1A2/NDUFB6/NEFM/PPP3R1/DNAH12/KLC4/NDUFA6/TPR/MAP1LC3C/COX4I2/CASP3/COX4I1/KIF5A/DNAH14 102 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 45/2017 150/8135 0.08346 0.526 0.499 AKT2/PPP2R2D/GNAI2/ATF6B/MYL2/CACNB1/PLCB2/PPP2R5D/AGTR1/ADCY7/CALML5/TPM4/MYH6/TNNT2/GNAQ/MAPK12/CACNA1C/MYL4/TPM3/PIK3R6/SLC8A2/PPP1CB/CACNG4/MAPK11/ADRA1D/CACNG7/PLN/ADRB2/PPP2R2A/ATP1A1/ATP2B2/CREB3L1/TNNI3/ADRA1B/PIK3R5/ADCY4/PPP2R5A/CALML3/ATP2B3/AGTR2/SCN4B/RAPGEF3/PPP2R3B/PPP2R2C/AKT1 45 KEGG hsa03410 Base excision repair 12/2017 33/8135 0.09339 0.562 0.5332 OGG1/APEX2/POLE4/MPG/POLD2/HMGB1/FEN1/PARP4/NEIL1/POLD3/POLD4/NEIL3 12 KEGG hsa04130 SNARE interactions in vesicular transport 12/2017 33/8135 0.09339 0.562 0.5332 VAMP7/BET1/STX17/VAMP1/STX5/YKT6/STX1B/STX4/STX6/BET1L/GOSR1/STX11 12 KEGG hsa04146 Peroxisome 26/2017 82/8135 0.09423 0.562 0.5332 PEX12/PEX11B/PRDX1/PEX19/PEX5/PEX26/MLYCD/ACOX3/SLC25A17/PEX11G/PMVK/SCP2/ABCD4/NUDT7/PEX14/HMGCL/PRDX5/GSTK1/PEX7/PEX1/PEX13/PXMP4/AGXT/EHHADH/ECI2/PEX5L 26 KEGG hsa04660 T cell receptor signaling pathway 32/2017 104/8135 0.0977 0.5646 0.5356 AKT2/IKBKB/TNF/FOS/PLCG1/MAP3K14/CHUK/VAV1/FYN/IL4/SOS2/MAPK12/PIK3R3/PDPK1/NFKBIB/PTPN6/NFATC1/MAP3K8/RELA/JUN/MAPK11/IL10/PPP3CA/HRAS/LCP2/KRAS/CD28/GRB2/PPP3R1/CD3E/GRAP2/AKT1 32 KEGG hsa03420 Nucleotide excision repair 16/2017 47/8135 0.0989 0.5646 0.5356 GTF2H4/POLE4/RFC1/XPC/POLD2/RBX1/CETN2/RPA2/POLD3/ERCC2/CDK7/POLD4/RFC3/ERCC3/GTF2H5/RFC5 16 KEGG hsa00020 Citrate cycle (TCA cycle) 11/2017 30/8135 0.1004 0.5646 0.5356 DLST/ACLY/CS/PDHA2/DLAT/SUCLG1/OGDH/IDH3B/ACO1/MDH2/PCK2 11 KEGG hsa04510 Focal adhesion 58/2017 201/8135 0.1037 0.5646 0.5356 AKT2/CHAD/MYL7/RAP1A/MYL12B/CAV1/BAD/IGF1/CTNNB1/COL4A4/CCND2/MYL2/COL9A3/VAV1/RAP1B/FYN/COL4A3/COL9A1/SOS2/COL6A1/ITGB8/ITGA10/CCND1/ZYX/COL4A1/PPP1R12A/PIK3R3/PDPK1/BCAR1/LAMB1/COL4A2/FN1/ERBB2/SHC1/COL4A5/PPP1CB/DOCK1/ITGA5/PIP5K1A/PPP1R12C/COL6A2/JUN/THBS1/COL9A2/PDGFC/HRAS/VEGFC/RAC2/HGF/LAMA5/PXN/ITGAV/GRB2/COL2A1/COL1A2/DIAPH1/AKT1/LAMA3 58 KEGG hsa00190 Oxidative phosphorylation 40/2017 134/8135 0.1043 0.5646 0.5356 ND6/COX15/COX6C/NDUFS3/COX5B/NDUFB10/COX6A2/NDUFA9/TCIRG1/COX1/ND5/COX6B1/ATP6V1C2/COX17/UQCRC2/ATP6V1B1/NDUFB3/NDUFAB1/UQCRFS1/NDUFS5/ND4/ND1/ATP6V1G3/COX2/ATP6V0B/NDUFA12/NDUFV2/NDUFA2/NDUFB11/NDUFB5/ND2/NDUFB4/NDUFA3/COX10/CYTB/NDUFB6/NDUFA6/COX4I2/ATP6V0E2/COX4I1 40 KEGG hsa01250 Biosynthesis of nucleotide sugars 13/2017 37/8135 0.1048 0.5646 0.5356 UGP2/GMDS/MPI/GALT/GNE/GMPPA/PMM2/PGM3/UAP1/NAGK/GFPT1/MIOX/GNPNAT1 13 KEGG hsa04068 FoxO signaling pathway 39/2017 131/8135 0.1111 0.5647 0.5357 PRKAB1/SMAD4/AKT2/IKBKB/IGF1/CCND2/ARAF/CHUK/FASLG/SIRT1/CDKN2D/SOS2/CCNG2/HOMER2/MAPK12/CCND1/PRKAG1/HOMER3/PIK3R3/PRKAB2/PDPK1/MDM2/MAPK11/IL10/GADD45G/GADD45A/INS/S1PR1/HRAS/FOXO3/KRAS/SGK1/GRB2/PRKAA2/KLF2/IRS1/PCK2/AKT1/CDKN1A 39 KEGG hsa04650 Natural killer cell mediated cytotoxicity 39/2017 131/8135 0.1111 0.5647 0.5357 SH2D1B/TNF/CD48/PLCG1/ARAF/TNFRSF10B/NCR1/VAV1/FYN/FASLG/TNFRSF10A/SOS2/CD244/PIK3R3/PTPN6/NCR3/IFNA21/NFATC1/KIR2DS4/ULBP2/SH3BP2/SHC1/KLRD1/FCGR3A/PPP3CA/KIR2DS1/HRAS/LCP2/RAC2/KRAS/IFNA10/KIR2DS2/PRF1/IFNA5/GRB2/KIR3DL2/IFNA2/PPP3R1/CASP3 39 KEGG hsa05169 Epstein-Barr virus infection 58/2017 202/8135 0.1116 0.5647 0.5357 AKT2/IKBKB/TNF/IKBKE/BAK1/TAB1/OAS2/CCND2/PSMC4/IRF7/OAS3/MAP3K14/STAT2/CHUK/OAS1/RB1/FCER2/RBPJ/MAPK12/CCND1/MAVS/JAK3/HES1/PIK3R3/IRF3/NFKBIB/HDAC1/MDM2/IFNA21/TP53/NEDD4/RELA/JUN/MAPK11/ENTPD1/NFKB2/CASP8/GADD45G/GADD45A/PSMD1/IFNA10/CD40/IFNA5/PSMC1/TRAF6/IFNA2/CCNE1/MYC/BTK/DDX58/TAP1/E2F2/CD3E/CR2/TRAF5/CASP3/AKT1/CDKN1A 58 KEGG hsa05231 Choline metabolism in cancer 30/2017 98/8135 0.1119 0.5647 0.5357 AKT2/PCYT1A/SLC22A5/TSC1/FOS/PLCG1/SP1/EIF4EBP1/PLD2/GPCPD1/SOS2/PIK3R3/PDPK1/DGKA/DGKZ/DGKK/WASF2/PIP5K1A/PLA2G4D/HIF1A/JUN/SLC44A5/PDGFC/HRAS/RAC2/KRAS/SLC44A1/GRB2/SLC5A7/AKT1 30 KEGG hsa04213 Longevity regulating pathway - multiple species 20/2017 62/8135 0.1133 0.5647 0.5357 PRKAB1/AKT2/IGF1/ADCY7/SIRT1/PRKAG1/PIK3R3/PRKAB2/HDAC1/HSPA1L/CRYAB/INS/HRAS/HSPA2/FOXO3/KRAS/ADCY4/PRKAA2/IRS1/AKT1 20 KEGG hsa05219 Bladder cancer 14/2017 41/8135 0.1153 0.5665 0.5374 ARAF/RB1/CCND1/MDM2/ERBB2/TP53/THBS1/CDKN2A/HRAS/KRAS/MYC/E2F2/CDH1/CDKN1A 14 KEGG hsa04141 Protein processing in endoplasmic reticulum 49/2017 171/8135 0.1379 0.6674 0.6331 FBXO2/UBE2G1/SAR1B/RNF185/STUB1/BCAP31/BAK1/ATF6B/UBQLN1/UBXN4/MOGS/TUSC3/MBTPS2/PDIA6/RBX1/OS9/STT3A/GANAB/ERP29/UBE2D4/FBXO6/EIF2AK1/SAR1A/HSPA1L/DNAJB12/AMFR/DNAJB11/YOD1/PREB/CRYAB/DERL3/TRAM1L1/UBQLN4/MAN1A1/SEC24C/DNAJC1/MAN1C1/SEL1L2/HSPA2/PPP1R15A/DERL1/LMAN2/HSPA5/UBXN6/HSP90AB1/UBE2J1/SVIP/SEC62/UBXN2A 49 KEGG hsa04659 Th17 cell differentiation 32/2017 108/8135 0.1451 0.6837 0.6486 SMAD4/IKBKB/IL23A/IL2RB/IL21R/STAT5A/IL27RA/FOS/PLCG1/IL6R/IL4R/CHUK/IL4/MAPK12/JAK3/RARA/NFKBIB/NFATC1/FOXP3/IL6ST/HIF1A/RELA/JUN/MAPK11/AHR/PPP3CA/IL21/IL17A/RXRB/HSP90AB1/PPP3R1/CD3E 32 KEGG hsa05215 Prostate cancer 29/2017 97/8135 0.1466 0.6837 0.6486 AKT2/IKBKB/BAD/IGF1/CTNNB1/ARAF/CHUK/RB1/SOS2/CCND1/PIK3R3/PDPK1/MDM2/ERBB2/TP53/TCF7L2/RELA/INS/PDGFC/HRAS/TCF7/KRAS/CREB3L1/GRB2/HSP90AB1/CCNE1/E2F2/AKT1/CDKN1A 29 KEGG hsa05214 Glioma 23/2017 75/8135 0.1474 0.6837 0.6486 AKT2/BAK1/IGF1/PLCG1/ARAF/RB1/CALML5/SOS2/CCND1/PIK3R3/MDM2/SHC1/TP53/GADD45G/GADD45A/CDKN2A/HRAS/KRAS/GRB2/CALML3/E2F2/AKT1/CDKN1A 23 KEGG hsa04664 Fc epsilon RI signaling pathway 21/2017 68/8135 0.1524 0.6972 0.6614 AKT2/TNF/PLCG1/VAV1/FYN/MS4A2/IL4/SOS2/MAPK12/PIK3R3/PDPK1/PLA2G4D/MAPK11/HRAS/LCP2/RAC2/KRAS/GRB2/FCER1A/BTK/AKT1 21 KEGG hsa05010 Alzheimer disease 104/2017 384/8135 0.1577 0.6984 0.6625 ND6/SLC39A13/BECN1/ATG101/APH1A/TUBA3C/AKT2/IKBKB/COX6C/TNF/NDUFS3/CHRM3/COX5B/NDUFB10/PPID/COX6A2/CSF1/NDUFA9/BAD/RTN4/CTNNB1/COX1/SLC25A4/SLC39A7/ND5/PSMA1/ARAF/PSMC4/DVL3/CSNK1A1L/PSMA6/ADAM10/CHUK/COX6B1/PLCB2/KIF5B/FZD9/FZD7/DVL2/CALML5/NAE1/ULK2/PSMB6/GNAQ/UQCRC2/DKK2/SLC39A6/PIK3R3/CACNA1C/APC2/NDUFB3/NDUFAB1/UQCRFS1/PSMA5/AMBRA1/KLC3/SLC39A1/WNT4/CHRM5/NDUFS5/ND4/WNT11/ND1/RELA/PSMA2/COX2/APBB1/WNT9B/LRP6/NDUFA12/NDUFV2/NDUFA2/NDUFB11/PPP3CA/CASP8/INS/AGER/TUBA3E/NDUFB5/HRAS/ND2/NDUFB4/NDUFA3/PSMD1/PSMD9/KRAS/CYTB/PSMC1/FZD6/WNT7B/SNCA/WNT2/NOS1/NDUFB6/PPP3R1/KLC4/NDUFA6/IRS1/CALML3/COX4I2/CASP3/COX4I1/KIF5A/AKT1 104 KEGG hsa04137 Mitophagy - animal 22/2017 72/8135 0.1584 0.6984 0.6625 RAB7A/BECN1/RRAS2/MRAS/NBR1/SP1/TAX1BP1/TBC1D17/FUNDC1/AMBRA1/TP53/HIF1A/RELA/JUN/UBB/USP15/HRAS/FOXO3/KRAS/MAP1LC3C/UBA52/MFN1 22 KEGG hsa01522 Endocrine resistance 29/2017 98/8135 0.1611 0.6984 0.6625 AKT2/BAD/IGF1/FOS/ARAF/SP1/RB1/ADCY7/SOS2/MAPK12/CCND1/PIK3R3/BIK/MDM2/ERBB2/SHC1/TP53/CARM1/JUN/MAPK11/CDKN2C/CDKN2A/HRAS/KRAS/ADCY4/GRB2/E2F2/AKT1/CDKN1A 29 KEGG hsa04630 JAK-STAT signaling pathway 46/2017 162/8135 0.1633 0.6984 0.6625 AKT2/SOCS4/PIAS3/IL23A/SOCS7/IL2RB/IL21R/STAT5A/IL27RA/CCND2/IL6R/GFAP/IL11RA/IL4R/STAT2/LEP/IL4/SOS2/CCND1/JAK3/PIK3R3/PTPN6/CRLF2/IFNA21/IL7/IL6ST/PTPN2/CISH/IL10/CSF3/IL17D/STAM/HRAS/IL21/IL20RA/IL5RA/IL10RB/IFNA10/IL22RA1/IFNA5/GRB2/MCL1/IFNA2/MYC/AKT1/CDKN1A 46 KEGG hsa05212 Pancreatic cancer 23/2017 76/8135 0.1641 0.6984 0.6625 SMAD4/AKT2/IKBKB/BAK1/BAD/ARAF/CHUK/RB1/PLD2/CCND1/PIK3R3/ERBB2/TP53/RELA/RALA/GADD45G/GADD45A/CDKN2A/RAC2/KRAS/E2F2/AKT1/CDKN1A 23 KEGG hsa04151 PI3K-Akt signaling pathway 96/2017 354/8135 0.1652 0.6984 0.6625 AKT2/EPHA2/IKBKB/PPP2R2D/CHAD/IL2RB/ATF6B/CSF1/TSC1/BAD/IGF1/COL4A4/CCND2/IL6R/YWHAZ/IL4R/COL9A3/CHUK/EIF4EBP1/EIF4E2/PPP2R5D/FASLG/COL4A3/FGF3/IL4/COL9A1/FLT3LG/SOS2/COL6A1/ITGB8/ITGA10/CCND1/JAK3/COL4A1/FGF6/PIK3R3/PDPK1/CSF1R/LAMB1/MDM2/COL4A2/FN1/PIK3R6/IFNA21/IL7/ERBB2/COL4A5/TP53/ITGA5/RELA/COL6A2/GNG7/THBS1/CSF3/COL9A2/EFNA2/INS/PDGFC/HRAS/LPAR2/VEGFC/PPP2R2A/FGF1/HGF/FOXO3/LAMA5/KRAS/SGK1/IFNA10/CREB3L1/TCL1A/AREG/ITGAV/IFNA5/PIK3R5/GRB2/HSP90AB1/MCL1/PPP2R5A/COL2A1/IFNA2/COL1A2/PRKAA2/CCNE1/NTF3/MYC/IRS1/CDC37/MAGI1/PCK2/PPP2R3B/PPP2R2C/FGF4/AKT1/CDKN1A/LAMA3 96 KEGG hsa05211 Renal cell carcinoma 21/2017 69/8135 0.1704 0.7115 0.6749 AKT2/RAP1A/PRCC/BAD/ARAF/FLCN/RAP1B/CUL2/SOS2/RBX1/PIK3R3/EGLN2/HIF1A/JUN/GAB1/HRAS/HGF/KRAS/GRB2/AKT1/CDKN1A 21 KEGG hsa05171 Coronavirus disease - COVID-19 64/2017 232/8135 0.1777 0.731 0.6934 RPL26/RPL19/IKBKB/TNF/IKBKE/RPL21/RPS8/RPL30/RPL36A-HNRNPH2/OAS2/C3/RPLP2/FOS/PLCG1/IL6R/OAS3/STAT2/CHUK/RPS13/OAS1/MX1/RPS15A/RSL24D1/AGTR1/RPL36AL/RPLP0/RPS24/MAPK12/MAVS/RPL10L/PIK3R3/IRF3/RPL6/NFKBIB/RPS27/IFNA21/RPL23A/IL6ST/RPL12/MX2/RELA/JUN/MAPK11/CSF3/RPS7/RPS19/RPS11/RPL27/C1QC/RPS4Y1/RPSA/IFNA10/RPL24/IFNA5/TRAF6/IFIH1/RPS18/F2/IFNA2/DDX58/C8G/RPL32/UBA52/RPL18A 64 KEGG hsa04512 ECM-receptor interaction 26/2017 88/8135 0.1795 0.731 0.6934 CHAD/HMMR/COL4A4/COL9A3/COL4A3/COL9A1/COL6A1/ITGB8/ITGA10/COL4A1/SDC1/LAMB1/COL4A2/FN1/COL4A5/ITGA5/COL6A2/DAG1/THBS1/COL9A2/SV2B/LAMA5/ITGAV/COL2A1/COL1A2/LAMA3 26 KEGG hsa00430 Taurine and hypotaurine metabolism 6/2017 16/8135 0.184 0.7406 0.7026 CSAD/GGT7/GGT5/FMO4/FMO3/GAD1 6 KEGG hsa04917 Prolactin signaling pathway 21/2017 70/8135 0.1895 0.7535 0.7148 AKT2/SOCS4/SOCS7/STAT5A/CCND2/FOS/GALT/SOS2/MAPK12/CCND1/PIK3R3/SHC1/CISH/RELA/MAPK11/INS/HRAS/FOXO3/KRAS/GRB2/AKT1 21 KEGG hsa03440 Homologous recombination 13/2017 41/8135 0.1962 0.7629 0.7237 PALB2/TOP3A/TOP3B/POLD2/RAD52/BABAM1/BRIP1/RPA2/POLD3/XRCC3/SYCP3/RAD51B/POLD4 13 KEGG hsa03250 Viral life cycle - HIV-1 19/2017 63/8135 0.1975 0.7629 0.7237 CPSF7/NELFA/CHMP4A/SMARCB1/HGS/CDK9/MX1/ELL2/SERINC5/NELFCD/PIN1/APOBEC3F/MAP1B/MX2/FEZ1/BICD1/SUPT5H/CCNT2/NELFB 19 KEGG hsa04120 Ubiquitin mediated proteolysis 40/2017 142/8135 0.1987 0.7629 0.7237 PPIL2/FBXO2/UBE2G1/PIAS3/UBE2Z/UBE2M/STUB1/UBA7/DET1/KLHL9/UBA1/UBE2I/ANAPC7/CUL2/BTRC/RBX1/UBE2R2/UBE2Q1/CUL7/NEDD4L/UBE2D4/PML/MDM2/SIAH1/UBE2A/NEDD4/SAE1/UBE2K/CDC23/UBE2E3/FBXW11/UBB/WWP2/TRAF6/FANCL/UBE2J1/MAP3K1/UBA52/CDC20/UBE2NL 40 KEGG hsa03020 RNA polymerase 11/2017 34/8135 0.2019 0.7664 0.727 POLR2H/CD3EAP/POLR3A/POLR1D/POLR1C/POLR2K/POLR3K/POLR1A/POLR2G/POLR1B/CRCP 11 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 126/2017 476/8135 0.2058 0.7725 0.7328 ND6/BECN1/ATG101/UBE2G1/TUBA3C/COX6C/ACTR10/TNF/NDUFS3/DCTN1/CHRM3/COX5B/NDUFB10/UBA7/PPID/BAK1/COX6A2/CSF1/NDUFA9/UBA1/BAD/CTNNB1/FUS/COX1/SLC25A4/PLCG1/ND5/PSMA1/ARAF/PSMC4/DVL3/CSNK1A1L/PSMA6/COX6B1/PLCB2/KIF5B/FZD9/FASLG/FZD7/DVL2/CALML5/ULK2/PSMB6/ALS2/DCTN6/GNAQ/UQCRC2/MAPK12/SPTBN2/DKK2/GRIA2/DNAH1/TRPC3/CACNA1C/APC2/NDUFB3/ATXN2L/NDUFAB1/UQCRFS1/PSMA5/AMBRA1/DCTN5/KLC3/UCHL1/WNT4/CHRM5/NDUFS5/RAB39B/ND4/WNT11/TANK/ND1/RELA/FIG4/PSMA2/MAPK11/DCTN2/COX2/WNT9B/LRP6/NDUFA12/NDUFV2/NDUFA2/NDUFB11/PPP3CA/CASP8/UBB/DNAL4/AGER/TUBA3E/NDUFB5/HRAS/GPX6/ND2/NDUFB4/DNAI1/NDUFA3/PSMD1/PSMD9/KRAS/DERL1/CYTB/HSPA5/PSMC1/FZD6/WNT7B/SNCA/VAPB/WNT2/NOS1/UBE2J1/NDUFB6/NEFM/PPP3R1/DNAH12/KLC4/NDUFA6/MAP1LC3C/CALML3/COX4I2/UBA52/CASP3/MFN1/COX4I1/KIF5A/DNAH14 126 KEGG hsa04152 AMPK signaling pathway 34/2017 120/8135 0.2106 0.7815 0.7414 PRKAB1/AKT2/PPP2R2D/TSC1/IGF1/CPT1A/MLYCD/EIF4EBP1/PPP2R5D/SIRT1/LEP/HMGCR/RAB11B/CCND1/PRKAG1/PIK3R3/PRKAB2/PDPK1/STRADA/ADIPOR1/STRADB/EEF2/INS/ADIPOR2/PPP2R2A/FOXO3/CREB3L1/PPP2R5A/PRKAA2/IRS1/PCK2/PPP2R3B/PPP2R2C/AKT1 34 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 15/2017 49/8135 0.2145 0.7873 0.7469 GNPDA1/UGP2/GMDS/MPI/GALT/GNE/GMPPA/PMM2/PGM3/UAP1/NAGK/GFPT1/GNPDA2/GNPNAT1/CHIT1 15 KEGG hsa04710 Circadian rhythm 10/2017 31/8135 0.2204 0.8003 0.7592 PRKAB1/CSNK1D/BTRC/RBX1/PRKAG1/PRKAB2/FBXL3/FBXW11/BHLHE41/PRKAA2 10 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 53/2017 194/8135 0.2277 0.801 0.7598 BECN1/AKT2/IKBKB/IKBKE/BAK1/C3/CTNNB1/FOS/PLCG1/IRF7/STAT2/CHUK/RB1/CALML5/MAPK12/CCND1/PIK3R3/IRF3/PIK3R6/IFNA21/NFATC1/IL6ST/TP53/TCF7L2/TICAM1/HIF1A/RELA/JUN/MAPK11/CCR4/GNG7/ATG3/PPP3CA/CASP8/UBB/CD200R1L/CCR3/HRAS/TCF7/KRAS/IFNA10/IFNA5/PIK3R5/IFNA2/PPP3R1/MYC/MAP1LC3C/CALML3/E2F2/UBA52/CASP3/AKT1/CDKN1A 53 KEGG hsa05163 Human cytomegalovirus infection 61/2017 225/8135 0.2286 0.801 0.7598 AKT2/IKBKB/PTGER4/TNF/PTGER2/GNAI2/BAK1/ATF6B/ARHGEF1/TSC1/CTNNB1/IL6R/SP1/CHUK/EIF4EBP1/PLCB2/RB1/FASLG/ADCY7/CALML5/SOS2/GNAQ/MAPK12/CCND1/PIK3R3/IRF3/BCAR1/MDM2/IFNA21/NFATC1/TP53/RELA/MAPK11/GNG7/PPP3CA/CASP8/CCR3/CDKN2A/HRAS/ARHGEF11/RAC2/KRAS/IL10RB/IFNA10/CREB3L1/PXN/ITGAV/IFNA5/ADCY4/GRB2/AKAP13/IFNA2/PPP3R1/MYC/CALML3/TAP1/E2F2/TRAF5/CASP3/AKT1/CDKN1A 61 KEGG hsa04260 Cardiac muscle contraction 25/2017 87/8135 0.2295 0.801 0.7598 COX6C/COX5B/COX6A2/COX1/MYL2/CACNB1/COX6B1/TPM4/MYH6/TNNT2/UQCRC2/CACNA1C/MYL4/UQCRFS1/TPM3/SLC8A2/CACNG4/COX2/CACNG7/CASQ2/ATP1A1/CYTB/TNNI3/COX4I2/COX4I1 25 KEGG hsa04072 Phospholipase D signaling pathway 41/2017 148/8135 0.2302 0.801 0.7598 AKT2/RRAS2/MRAS/CYTH1/TSC1/PLCG1/CYTH2/DNM1/PLCB2/FYN/AGTR1/MS4A2/ADCY7/PLD2/SOS2/CYTH4/PIK3R3/DGKA/PIK3R6/DGKZ/DGKK/SHC1/PIP5K1A/PLA2G4D/RALA/AGPAT5/GAB1/INS/PDGFC/HRAS/LPAR2/KRAS/ARF1/PIK3R5/ADCY4/GRB2/F2/FCER1A/DNM2/RAPGEF3/AKT1 41 KEGG hsa00510 N-Glycan biosynthesis 15/2017 50/8135 0.2405 0.8268 0.7843 ALG11/DPM1/ALG3/ALG12/MOGS/TUSC3/DPAGT1/STT3A/ALG1/GANAB/DOLPP1/SRD5A3/MAN1A1/MAN1C1/ALG10B 15 KEGG hsa05415 Diabetic cardiomyopathy 55/2017 203/8135 0.2442 0.8268 0.7843 ND6/AKT2/COX6C/NDUFS3/COX5B/NDUFB10/MPC1L/COX6A2/NDUFA9/PDK4/COX1/SLC25A4/ND5/SP1/COX6B1/PLCB2/PDHA2/AGTR1/UQCRC2/MAPK12/PIK3R3/NDUFB3/NDUFAB1/UQCRFS1/NDUFS5/ND4/PPP1CB/ND1/RELA/MAPK11/COX2/NDUFA12/NDUFV2/NDUFA2/NDUFB11/GFPT1/INS/AGER/NDUFB5/ND2/NDUFB4/PLN/RAC2/NDUFA3/CYTB/TNNI3/CPT2/COL1A2/NDUFB6/NDUFA6/IRS1/COX4I2/COX4I1/AKT1/CMA1 55 KEGG hsa04110 Cell cycle 35/2017 126/8135 0.2461 0.8268 0.7843 SMC1A/SMAD4/CCND2/TFDP1/YWHAZ/STAG2/ANAPC7/RB1/CDC25B/CDKN2D/RBX1/CCND1/HDAC1/MDM2/TP53/MCM5/CHEK1/MAD1L1/CDC23/CDC45/MAD2L1/GADD45G/GADD45A/CDKN2C/CDKN2A/MCM2/BUB1/SMC3/CDK7/WEE1/CCNE1/MYC/E2F2/CDC20/CDKN1A 35 KEGG hsa04920 Adipocytokine signaling pathway 20/2017 69/8135 0.2475 0.8268 0.7843 PRKAB1/AKT2/IKBKB/TNF/CPT1A/CHUK/LEP/PRKAG1/PRKAB2/ACSBG1/NFKBIB/ADIPOR1/RELA/ADIPOR2/POMC/RXRB/PRKAA2/IRS1/PCK2/AKT1 20 KEGG hsa04722 Neurotrophin signaling pathway 33/2017 119/8135 0.2576 0.8467 0.8033 AKT2/IKBKB/PRDM4/SH2B1/RAP1A/BAD/ZNF274/PLCG1/RAP1B/FASLG/CALML5/SOS2/MAPK12/PIK3R3/PDPK1/NFKBIB/SHC1/TP53/RELA/JUN/MAPK11/GAB1/HRAS/FOXO3/KRAS/TRAF6/GRB2/NTF3/IRS1/MAP3K1/CALML3/AKT1/SH2B3 33 KEGG hsa04144 Endocytosis 67/2017 251/8135 0.2609 0.8467 0.8033 STAMBP/RAB7A/ZFYVE27/CHMP4A/HGS/IL2RB/CHMP2A/WIPF1/SH3GL2/WIPF2/SNX3/CAV1/CYTH1/VPS26A/CHMP3/CYTH2/VPS37D/MVB12A/EPS15L1/CHMP7/DNM1/KIF5B/TFRC/ACAP2/PSD4/PLD2/CAPZB/RAB11B/RNF41/GIT1/CYTH4/PSD/AP2B1/AGAP5/NEDD4L/PML/ARPC1B/MDM2/GBF1/RAB11FIP2/HSPA1L/NEDD4/PIP5K1A/SNX32/RABEP1/ARRB1/STAM/ACTR3C/RAB5C/HRAS/VPS35/HSPA2/ASAP1/CLTA/ARF1/AMPH/RAB35/LDLRAP1/TRAF6/SNX6/SPG21/CHMP1A/DNM2/ARFGAP2/KIF5A/ARAP1/FOLR3 67 KEGG hsa04010 MAPK signaling pathway 78/2017 294/8135 0.2611 0.8467 0.8033 AKT2/EPHA2/TAOK2/MAP3K2/IKBKB/TNF/RRAS2/MRAS/RAP1A/CSF1/TAB1/IGF1/FOS/ARAF/CACNB1/MAP3K14/CHUK/MAP3K11/DUSP6/RAP1B/FASLG/CDC25B/FGF3/FLT3LG/SOS2/MAPKAPK3/MAPK12/PPM1A/FGF6/CACNA1C/CSF1R/DUSP8/NFATC1/DUSP9/MAP4K2/ERBB2/TP53/HSPA1L/CACNG4/MAP3K8/PLA2G4D/DUSP10/RELA/JUN/MAPK11/NFKB2/MAP3K12/ARRB1/PPP3CA/MAPK8IP3/EFNA2/GADD45G/GADD45A/INS/PDGFC/RASGRF2/HRAS/CACNG7/VEGFC/HSPA2/RAC2/FGF1/HGF/DUSP1/KRAS/AREG/TRAF6/GRB2/MAP3K13/DUSP7/PPP3R1/NTF3/MYC/MAP3K1/CASP3/SRF/FGF4/AKT1 78 KEGG hsa05016 Huntington disease 81/2017 306/8135 0.264 0.8478 0.8042 ND6/BECN1/ATG101/TUBA3C/COX6C/ACTR10/NDUFS3/DCTN1/POLR2H/COX5B/NDUFB10/COX6A2/NDUFA9/COX1/SLC25A4/ND5/PSMA1/SP1/PSMC4/PSMA6/COX6B1/PLCB2/KIF5B/BBC3/ULK2/PSMB6/DCTN6/GNAQ/UQCRC2/GRIA2/DNAH1/AP2B1/POLR2K/NDUFB3/NDUFAB1/UQCRFS1/PSMA5/HDAC1/AMBRA1/DCTN5/KLC3/NDUFS5/ND4/TP53/POLR2G/ND1/REST/PSMA2/DCTN2/COX2/NDUFA12/NDUFV2/NDUFA2/TGM2/NDUFB11/CASP8/DNAL4/TUBA3E/NDUFB5/GPX6/ND2/NDUFB4/DNAI1/NDUFA3/PSMD1/PSMD9/CLTA/CYTB/CREB3L1/PSMC1/SLC1A2/NDUFB6/DNAH12/KLC4/NDUFA6/COX4I2/CASP3/UCP1/COX4I1/KIF5A/DNAH14 81 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 25/2017 89/8135 0.2698 0.8583 0.8142 AKT2/TIRAP/IKBKB/FOS/PLCG1/CHUK/MAPK12/PIK3R3/NFKBIB/PTPN6/NFATC1/TICAM1/HIF1A/RELA/JUN/MAPK11/PPP3CA/HRAS/KRAS/CD28/TRAF6/BATF3/PPP3R1/CD3E/AKT1 25 KEGG hsa00511 Other glycan degradation 6/2017 18/8135 0.2753 0.8675 0.823 MAN2B2/NEU2/NEU4/MAN2C1/GBA2/NEU3 6 KEGG hsa04662 B cell receptor signaling pathway 23/2017 82/8135 0.2837 0.8793 0.8341 AKT2/IKBKB/IFITM1/FOS/CD81/CHUK/VAV1/SOS2/PIK3R3/NFKBIB/PTPN6/NFATC1/RELA/JUN/PPP3CA/HRAS/RAC2/KRAS/GRB2/PPP3R1/BTK/CR2/AKT1 23 KEGG hsa04022 cGMP-PKG signaling pathway 45/2017 167/8135 0.2843 0.8793 0.8341 AKT2/KCNMB1/GNAI2/NPR2/ATF6B/BAD/SLC25A4/PLCB2/AGTR1/KCNJ8/ADCY7/ADRA2B/CALML5/MYH6/GNAQ/GTF2IRD1/PPP1R12A/GATA4/CACNA1C/PIK3R6/NFATC1/SLC8A2/MEF2D/PPP1CB/CNGB1/ADRA2A/ADRA1D/PPP3CA/INS/PLN/ADRB2/ATP1A1/ATP2B2/CREB3L1/ADRA1B/PIK3R5/ADCY4/NPPB/PPP3R1/IRS1/CALML3/ATP2B3/SRF/AKT1/MEF2B 45 KEGG hsa05012 Parkinson disease 70/2017 266/8135 0.3014 0.9151 0.8681 ND6/SLC39A13/UBE2G1/TUBA3C/COX6C/NDUFS3/GNAI2/COX5B/NDUFB10/UBA7/COX6A2/NDUFA9/UBA1/COX1/SLC25A4/SLC39A7/PLCG1/ND5/PSMA1/PSMC4/PSMA6/COX6B1/KIF5B/CALML5/PSMB6/UQCRC2/SLC39A6/NDUFB3/NDUFAB1/UQCRFS1/PSMA5/KLC3/UCHL1/SLC39A1/NDUFS5/ND4/TP53/ND1/PSMA2/GNAL/COX2/NDUFA12/NDUFV2/NDUFA2/NDUFB11/UBB/TUBA3E/NDUFB5/ND2/NDUFB4/NDUFA3/PSMD1/PSMD9/DUSP1/CYTB/HSPA5/PSMC1/SNCA/UBE2J1/NDUFB6/KLC4/NDUFA6/CALML3/COX4I2/UBA52/CASP3/TXN2/MFN1/COX4I1/KIF5A 70 KEGG hsa04340 Hedgehog signaling pathway 16/2017 56/8135 0.3014 0.9151 0.8681 CSNK1G2/SUFU/IHH/CSNK1D/CCND2/EFCAB7/CSNK1A1L/DISP1/BTRC/CCND1/ARRB1/FBXW11/GLI2/KIF7/SMO/EVC2 16 KEGG hsa04950 Maturity onset diabetes of the young 8/2017 26/8135 0.3058 0.9202 0.8729 PAX4/HHEX/BHLHA15/ONECUT1/HES1/NEUROD1/MNX1/INS 8 KEGG hsa03022 Basal transcription factors 13/2017 45/8135 0.3132 0.934 0.886 GTF2A2/GTF2E1/GTF2H4/TAF8/TAF6L/TAF6/GTF2IRD1/ERCC2/GTF2F2/CDK7/TAF3/ERCC3/GTF2H5 13 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 9/2017 30/8135 0.3166 0.9358 0.8877 ACSS1/CS/HYI/SHMT1/AGXT/GLDC/GRHPR/ACO1/MDH2 9 KEGG hsa05133 Pertussis 21/2017 76/8135 0.3229 0.9421 0.8937 TIRAP/TNF/IL23A/GNAI2/C3/FOS/CFL1/CALML5/MAPK12/IRF3/ITGA5/TICAM1/RELA/JUN/MAPK11/IL10/C1QC/TRAF6/NOD1/CALML3/CASP3 21 KEGG hsa01210 2-Oxocarboxylic acid metabolism 6/2017 19/8135 0.3244 0.9421 0.8937 CS/IDH3B/AADAT/GOT2/BCAT2/ACO1 6 KEGG hsa05134 Legionellosis 16/2017 57/8135 0.3294 0.9437 0.8952 TNF/SAR1B/CLK4/C3/EEF1A1/EEF1A2/RAB1B/EEF1G/SAR1A/HSPA1L/RELA/NFKB2/CASP8/HSPA2/ARF1/CASP3 16 KEGG hsa05340 Primary immunodeficiency 11/2017 38/8135 0.333 0.9437 0.8952 ORAI1/IGLL1/JAK3/RFX5/DCLRE1C/ADA/TNFRSF13B/CD40/BTK/TAP1/CD3E 11 KEGG hsa03060 Protein export 7/2017 23/8135 0.3375 0.9437 0.8952 SEC11C/SRPRB/SRP72/SRP68/SEC11A/HSPA5/SEC62 7 KEGG hsa04614 Renin-angiotensin system 7/2017 23/8135 0.3375 0.9437 0.8952 KLK1/LNPEP/AGTR1/ATP6AP2/PREP/AGTR2/CMA1 7 KEGG hsa04934 Cushing syndrome 41/2017 155/8135 0.3441 0.9437 0.8952 RBBP5/GNAI2/RAP1A/ATF6B/ORAI1/CTNNB1/MEN1/SP1/PDE8B/DVL3/PLCB2/FZD9/RB1/KMT2D/RAP1B/AGTR1/FZD7/ADCY7/DVL2/GNAQ/CCND1/CACNA1C/APC2/WNT4/WNT11/TCF7L2/AHR/WNT9B/CDKN2C/CDKN2A/TCF7/POMC/PDE8A/CREB3L1/FZD6/WNT7B/ADCY4/WNT2/CCNE1/E2F2/CDKN1A 41 KEGG hsa04810 Regulation of actin cytoskeleton 57/2017 218/8135 0.3446 0.9437 0.8952 PIP4K2B/CHRM3/MYH11/RRAS2/MRAS/PFN3/MYL7/MYL12B/ARHGEF1/MYL2/ARAF/FGD3/CFL1/VAV1/PIP4K2C/FGF3/TMSB4X/SOS2/ITGB8/ITGA10/GIT1/TIAM1/PPP1R12A/ARHGEF7/FGF6/PIK3R3/APC2/MYH14/MSN/BCAR1/ARPC1B/ARHGEF4/TMSB4Y/FN1/CHRM5/WASF2/PPP1CB/DOCK1/ITGA5/PIP5K1A/PPP1R12C/BRK1/ACTR3C/INS/ITGAE/PDGFC/HRAS/LPAR2/RAC2/FGF1/KRAS/PXN/ITGAV/DIAPH3/F2/DIAPH1/FGF4 57 KEGG hsa03050 Proteasome 13/2017 46/8135 0.345 0.9437 0.8952 PSMA1/PSMC4/PSMA6/PSMB6/POMP/PSMA5/PSMA2/PSMB9/PSMD1/PSMD9/PSMC1/PSME3/PSMB10 13 KEGG hsa05100 Bacterial invasion of epithelial cells 21/2017 77/8135 0.3475 0.9437 0.8952 CAV1/CTNNB1/ELMO2/DNM1/CD2AP/PIK3R3/BCAR1/ARPC1B/FN1/SHC1/WASF2/DOCK1/ITGA5/ACTR3C/GAB1/CLTA/PXN/ARHGEF26/DNM2/CDH1/CTNNA2 21 KEGG hsa05417 Lipid and atherosclerosis 56/2017 215/8135 0.3587 0.9661 0.9165 AKT2/TIRAP/IKBKB/TNF/IKBKE/RAP1A/MIB2/TAB1/ARHGEF1/BAD/FOS/PLCG1/TNFRSF10B/IRF7/CHUK/POU2F2/PLCB2/VAV1/RAP1B/FASLG/CALML5/TNFRSF10A/MAPK12/PIK3R3/IRF3/PDPK1/CASP6/IFNA21/NFATC1/TP53/HSPA1L/TANK/TICAM1/RELA/JUN/MAPK11/PPP3CA/CASP8/APOB/AGER/HRAS/HSPA2/APOA1/RXRB/KRAS/IFNA10/CD40/HSPA5/IFNA5/TRAF6/HSP90AB1/IFNA2/PPP3R1/CALML3/CASP3/AKT1 56 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 19/2017 70/8135 0.3675 0.982 0.9316 IKBKB/TCIRG1/PLCG1/ADAM10/MAP3K14/CHUK/CSK/ATP6V1C2/ATP6V1B1/MAPK12/GIT1/RELA/JUN/ATP6V1G3/MAPK11/ATP6V0B/NOD1/CASP3/ATP6V0E2 19 KEGG hsa05135 Yersinia infection 36/2017 137/8135 0.3744 0.9924 0.9415 AKT2/IKBKB/TNF/WIPF1/WIPF2/TAB1/ARHGEF1/FOS/PLCG1/ELMO2/CHUK/VAV1/GNAQ/MAPK12/ARHGEF7/PIK3R3/IRF3/BCAR1/ARPC1B/FN1/NFATC1/WASF2/DOCK1/ITGA5/PIP5K1A/TICAM1/RELA/JUN/MAPK11/IL10/ACTR3C/LCP2/RAC2/PXN/TRAF6/AKT1 36 KEGG hsa00270 Cysteine and methionine metabolism 14/2017 51/8135 0.381 1 0.9486 AGXT2/BHMT2/MRI1/ENOPH1/LDHB/MTAP/MTR/GOT2/CBS/IL4I1/BCAT2/LACC1/AHCYL1/MDH2 14 KEGG hsa04977 Vitamin digestion and absorption 7/2017 24/8135 0.3834 1 0.9486 MMACHC/SLC46A1/RBP2/SLC5A6/SLC23A1/APOB/APOA1 7 KEGG hsa04370 VEGF signaling pathway 16/2017 59/8135 0.3871 1 0.9486 AKT2/BAD/PLCG1/MAPKAPK3/MAPK12/PIK3R3/SH2D2A/PLA2G4D/MAPK11/PPP3CA/HRAS/RAC2/KRAS/PXN/PPP3R1/AKT1 16 KEGG hsa03320 PPAR signaling pathway 20/2017 75/8135 0.396 1 0.9486 PLIN2/APOA2/CPT1A/ACOX3/SCP2/PDPK1/ACSBG1/ME3/FABP6/PPARD/GK2/ANGPTL4/APOA1/FABP3/RXRB/CPT2/EHHADH/CYP8B1/UCP1/PCK2 20 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 21/2017 79/8135 0.3978 1 0.9486 AKT2/BAD/IGF1/PLCG1/IL6R/ARAF/EIF4EBP1/EIF4E2/SOS2/PIK3R3/ERBB2/SHC1/GAB1/PDGFC/HRAS/HGF/FOXO3/KRAS/NRG2/GRB2/AKT1 21 KEGG hsa00260 Glycine, serine and threonine metabolism 11/2017 40/8135 0.4041 1 0.9486 AGXT2/PGAM2/PGAM4/SHMT1/CBS/AGXT/GLDC/GRHPR/ALAS1/CHDH/GCAT 11 KEGG hsa04962 Vasopressin-regulated water reabsorption 12/2017 44/8135 0.4073 1 0.9486 DCTN1/DYNC2LI1/DCTN6/RAB11B/DYNLL1/DYNC1H1/DCTN5/DCTN2/STX4/RAB5C/DYNC1I1/CREB3L1 12 KEGG hsa04371 Apelin signaling pathway 36/2017 139/8135 0.4127 1 0.9486 PRKAB1/BECN1/SMAD4/AKT2/GNAI2/RRAS2/MRAS/EGR1/MYL2/PLCB2/AGTR1/ADCY7/CALML5/GNAQ/CCND1/PRKAG1/PRKAB2/MYL4/PIK3R6/SLC8A2/MEF2D/GNG7/HRAS/KRAS/PIK3R5/ADCY4/NOS1/PRKAA2/KLF2/MAP1LC3C/CALML3/CDH1/UCP1/APLNR/AKT1/MEF2B 36 KEGG hsa04621 NOD-like receptor signaling pathway 47/2017 184/8135 0.4344 1 0.9486 RIPK3/NLRP1/RNASEL/IKBKB/TP53BP1/TNF/RNF31/P2RX7/IKBKE/TAB1/OAS2/IRF7/OAS3/STAT2/CHUK/PLCB2/OAS1/NOD2/TRIP6/MAPK12/RBCK1/MAVS/IRF3/NFKBIB/ATG16L1/IFNA21/TANK/TICAM1/RELA/JUN/MAPK11/GBP3/CASP8/PSTPIP1/TAB3/CASP5/IFNA10/IFNA5/TRAF6/HSP90AB1/TRPV2/NOD1/IFNA2/MAP1LC3C/TRAF5/TXN2/MFN1 47 KEGG hsa05203 Viral carcinogenesis 52/2017 204/8135 0.4349 1 0.9486 MRPS18B/GTF2A2/GTF2E1/BAK1/STAT5A/ATF6B/GTF2H4/DNAJA3/BAD/C3/CCND2/YWHAZ/IRF7/RB1/RBPJ/CCND1/HDAC8/TRAF1/JAK3/PIK3R3/IRF3/DDX3X/HDAC1/MDM2/IL6ST/TP53/CHD4/CHEK1/MAD1L1/RELA/JUN/CCR4/NFKB2/CASP8/CCR3/HDAC7/CDKN2A/HRAS/HPN/KRAS/CREB3L1/PXN/VAC14/PSMC1/EGR2/GRB2/CCNE1/TRAF5/CASP3/CDC20/SRF/CDKN1A 52 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 10/2017 37/8135 0.4381 1 0.9486 IGF1/PIK3R3/NEDD4L/PDPK1/INS/ATP1A1/KRAS/SGK1/IRS1/NR3C2 10 KEGG hsa05020 Prion disease 69/2017 273/8135 0.4496 1 0.9486 ND6/TUBA3C/COX6C/TNF/STIP1/NDUFS3/COX5B/NDUFB10/NCAM1/COX6A2/EGR1/ATF6B/NDUFA9/CAV1/BAD/COX1/SLC25A4/ND5/PSMA1/PSMC4/PSMA6/COX6B1/KIF5B/FYN/PSMB6/UQCRC2/MAPK12/PIK3R3/CACNA1C/NDUFB3/NDUFAB1/UQCRFS1/PSMA5/KLC3/NDUFS5/ND4/HSPA1L/ND1/PSMA2/MAPK11/COX2/NDUFA12/NDUFV2/NDUFA2/NDUFB11/PPP3CA/TUBA3E/NDUFB5/ND2/C1QC/NDUFB4/HSPA2/RAC2/NDUFA3/PSMD1/PSMD9/CYTB/CREB3L1/HSPA5/PSMC1/NDUFB6/PPP3R1/KLC4/NDUFA6/COX4I2/C8G/CASP3/COX4I1/KIF5A 69 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 4/2017 14/8135 0.4714 1 0.9486 ST3GAL3/B3GNT7/CHST2/B3GNT2 4 KEGG hsa05142 Chagas disease 26/2017 102/8135 0.4731 1 0.9486 AKT2/IKBKB/TNF/PPP2R2D/GNAI2/C3/FOS/CHUK/PLCB2/FASLG/GNAQ/MAPK12/PIK3R3/TICAM1/RELA/JUN/MAPK11/GNAL/IL10/CASP8/C1QC/PPP2R2A/TRAF6/CD3E/PPP2R2C/AKT1 26 KEGG hsa05146 Amoebiasis 26/2017 102/8135 0.4731 1 0.9486 RAB7A/PRDX1/TNF/COL4A4/PLCB2/COL4A3/CD1A/GNAQ/COL4A1/PIK3R3/LAMB1/COL4A2/FN1/COL4A5/RELA/GNAL/IL10/RAB5C/SERPINB6/LAMA5/SERPINB13/CD1D/COL1A2/C8G/CASP3/LAMA3 26 KEGG hsa04657 IL-17 signaling pathway 24/2017 94/8135 0.4736 1 0.9486 IKBKB/TNF/IKBKE/IL17B/FOS/CHUK/FOSB/IL4/MAPK12/CCL17/FOSL1/RELA/JUN/MAPK11/CSF3/IL17D/CASP8/IL17A/TAB3/TRAF6/HSP90AB1/TRAF5/CASP3/SRSF1 24 KEGG hsa05410 Hypertrophic cardiomyopathy 23/2017 90/8135 0.4738 1 0.9486 PRKAB1/TNF/IGF1/MYL2/CACNB1/TPM4/MYH6/TNNT2/ITGB8/ITGA10/PRKAG1/CACNA1C/PRKAB2/TPM3/SLC8A2/TTN/CACNG4/ITGA5/DAG1/CACNG7/TNNI3/ITGAV/PRKAA2 23 KEGG hsa00790 Folate biosynthesis 7/2017 26/8135 0.4749 1 0.9486 AKR1C3/MOCS1/FPGS/CBR1/TPH2/MOCS2/GPHN 7 KEGG hsa05144 Malaria 13/2017 50/8135 0.4756 1 0.9486 TNF/CD81/GYPC/SDC1/GYPB/PECAM1/IL10/THBS1/CSF3/HGF/CD40/GYPA/ACKR1 13 KEGG hsa05418 Fluid shear stress and atherosclerosis 35/2017 139/8135 0.4907 1 0.9486 AKT2/IKBKB/TNF/SUMO2/SUMO1/CAV1/CTNNB1/FOS/CHUK/GSTA2/SUMO4/CALML5/MAPK12/GSTA4/PIK3R3/SDC1/PECAM1/TP53/MGST1/RELA/GPC1/JUN/MAPK11/RAC2/DUSP1/ITGAV/HSP90AB1/HMOX1/MGST3/ACVR2B/PRKAA2/KLF2/CALML3/TXN2/AKT1 35 KEGG hsa04935 Growth hormone synthesis, secretion and action 30/2017 119/8135 0.4934 1 0.9486 AKT2/GNAI2/STAT5A/ATF6B/IGF1/FOS/PLCG1/PLCB2/ADCY7/SOS2/GHRH/GNAQ/MAPK12/PIK3R3/CACNA1C/BCAR1/SHC1/MAPK11/JUNB/SST/HRAS/SSTR2/SSTR3/KRAS/CREB3L1/ADCY4/GRB2/IRS1/MAP3K1/AKT1 30 KEGG hsa00514 Other types of O-glycan biosynthesis 12/2017 47/8135 0.5093 1 0.9486 LFNG/MFNG/ST3GAL3/POMT1/POC1B-GALNT4/POFUT1/GALNT6/GALNT11/GALNT15/GALNT18/GALNT12/POMT2 12 KEGG hsa04142 Lysosome 33/2017 132/8135 0.5119 1 0.9486 LAMP3/ENTPD4/ARSA/GGA1/TCIRG1/CLN3/IDUA/CTSE/PLA2G15/AP3S1/SGSH/PSAP/GGA3/CLN5/NAGPA/CTSW/CTSC/ACP2/SMPD1/AP4M1/NPC1/AP4B1/AP1G2/SUMF1/GLA/ATP6V0B/GNPTAB/AP1S1/NPC2/CLTA/HYAL1/SLC17A5/AP3M1 33 KEGG hsa04620 Toll-like receptor signaling pathway 26/2017 104/8135 0.5186 1 0.9486 AKT2/TIRAP/IKBKB/TNF/IKBKE/TAB1/FOS/IRF7/CHUK/MAPK12/PIK3R3/IRF3/IRF5/IFNA21/MAP3K8/TICAM1/RELA/JUN/MAPK11/CASP8/IFNA10/CD40/IFNA5/TRAF6/IFNA2/AKT1 26 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 25/2017 100/8135 0.5197 1 0.9486 TNF/TNFRSF14/IL2RB/CSF1/TNFRSF10D/CXCL13/IL6R/TNFRSF10B/CX3CR1/CCR7/TNFRSF10A/CCL17/CCL26/ACKR3/CSF1R/IL6ST/CCR4/IL10/CCR3/IL20RA/IL10RB/CCL27/IL22RA1/CCL16/CXCR3 25 KEGG hsa00515 Mannose type O-glycan biosynthesis 6/2017 23/8135 0.5225 1 0.9486 POMGNT1/ST3GAL3/POMT1/B3GAT2/FKRP/POMT2 6 KEGG hsa04390 Hippo signaling pathway 39/2017 157/8135 0.5257 1 0.9486 SMAD4/PPP2R2D/CSNK1D/CTNNB1/CCND2/YWHAZ/DVL3/FZD9/BBC3/FZD7/DVL2/BTRC/CCND1/NKD2/APC2/MOB1A/ID2/WNT4/PPP1CB/WNT11/TCF7L2/WNT9B/FBXW11/BMP8A/TCF7/PPP2R2A/FGF1/GLI2/AREG/FZD6/WNT7B/WNT2/SMAD7/CRB2/BMP2/MYC/CDH1/CTNNA2/PPP2R2C 39 KEGG hsa01240 Biosynthesis of cofactors 38/2017 153/8135 0.5267 1 0.9486 UMPS/LIAS/COQ3/COX15/AK5/COQ6/UGP2/COQ7/COQ2/MOCS1/MPI/RDH11/NFS1/CAD/PANK2/GMPPA/GGCX/PMM2/FPGS/MTHFD2/KMO/RDH12/MTHFD1/SHMT1/IDO1/MOCS2/BCAT2/COX10/FECH/FLAD1/COQ5/DHODH/ALAS1/AKR1A1/PNPO/OXSM/GPHN/AK2 38 KEGG hsa05166 Human T-cell leukemia virus 1 infection 55/2017 222/8135 0.5291 1 0.9486 SMAD4/AKT2/IKBKB/TNF/IL2RB/KAT5/RANBP3/EGR1/STAT5A/ATF6B/CCND2/SLC25A4/FOS/CRTC3/MAP3K14/CHUK/ANAPC7/RB1/ADCY7/CCND1/GPS2/JAK3/PIK3R3/FOSL1/NFATC1/TP53/MSX1/CHEK1/MAD1L1/RELA/JUN/CDC23/NFKB2/MAD2L1/PPP3CA/CDKN2C/CDKN2A/HRAS/TRRAP/KRAS/CREB3L1/VAC14/CD40/ADCY4/EGR2/CCNE1/PPP3R1/MYC/MAP3K1/E2F2/CD3E/CDC20/SRF/AKT1/CDKN1A 55 KEGG hsa04140 Autophagy - animal 35/2017 141/8135 0.5297 1 0.9486 RAB7A/BECN1/ATG101/AKT2/STX17/RRAS2/MRAS/RAB33B/TSC1/BAD/RRAGB/MTMR4/ULK2/HMGB1/VMP1/PIK3R3/PDPK1/ATG16L1/AMBRA1/RAB39B/ATG4C/TANK/HIF1A/PRAP1/ATG3/INS/ATG4B/ATG4A/HRAS/KRAS/TRAF6/PRKAA2/IRS1/MAP1LC3C/AKT1 35 KEGG hsa04136 Autophagy - other 8/2017 32/8135 0.5571 1 0.9486 BECN1/ATG101/ULK2/ATG16L1/ATG4C/ATG3/ATG4B/ATG4A 8 KEGG hsa05164 Influenza A 42/2017 171/8135 0.5582 1 0.9486 RNASEL/AKT2/IKBKB/TNF/IKBKE/NXF1/RAE1/BAK1/OAS2/SLC25A4/TNFRSF10B/IRF7/OAS3/STAT2/CHUK/OAS1/MX1/FASLG/TNFRSF10A/RAB11B/MAVS/PIK3R3/IRF3/PML/NFKBIB/PABPN1/IFNA21/KPNA1/RSAD2/TICAM1/MX2/RELA/HNRNPUL1/CASP8/IFNA10/IFNA5/IFIH1/IFNA2/KPNA7/DDX58/CASP3/AKT1 42 KEGG hsa00564 Glycerophospholipid metabolism 24/2017 98/8135 0.5671 1 0.9486 LYPLA2/LCAT/PLA2G6/PCYT1A/GPAM/LPCAT3/PLA2G15/PLD2/GPCPD1/LPCAT4/PNPLA6/DGKA/PISD/DGKZ/DGKK/CEPT1/PLA2G4D/PLA2G2A/PLD4/ACHE/AGPAT5/LPIN1/LPIN3/MBOAT1 24 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 6/2017 24/8135 0.5688 1 0.9486 B3GAT3/HS6ST3/GLCE/EXT2/EXTL3/XYLT2 6 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 5/2017 20/8135 0.577 1 0.9486 B3GAT3/CHST12/CHPF2/UST/XYLT2 5 KEGG hsa04723 Retrograde endocannabinoid signaling 36/2017 148/8135 0.585 1 0.9486 ND6/NDUFS3/GNAI2/NDUFB10/GABRB3/ABHD6/NDUFA9/ND5/GABRD/PLCB2/ADCY7/GNAQ/MAPK12/GABRA3/GRIA2/CACNA1C/DAGLB/NDUFB3/NDUFAB1/NDUFS5/ND4/ND1/MAPK11/GNG7/NDUFA12/NDUFV2/NDUFA2/NDUFB11/NDUFB5/ND2/NDUFB4/NDUFA3/ADCY4/NDUFB6/NDUFA6/GABRP 36 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 9/2017 37/8135 0.5894 1 0.9486 AGXT2/NAT8L/CAD/PPAT/GOT2/GAD1/GFPT1/AGXT/IL4I1 9 KEGG hsa04015 Rap1 signaling pathway 51/2017 210/8135 0.5954 1 0.9486 AKT2/EPHA2/GNAI2/MRAS/PFN3/RAP1A/CSF1/IGF1/CTNNB1/PLCG1/RAPGEF6/PLCB2/VAV1/RAP1B/ADCY7/CALML5/FGF3/GNAQ/MAPK12/TIAM1/FGF6/PIK3R3/CSF1R/BCAR1/RASSF5/SIPA1L3/PRKD2/MAPK11/RALA/THBS1/FARP2/EFNA2/INS/PDGFC/HRAS/LCP2/LPAR2/VEGFC/RAC2/FGF1/HGF/KRAS/ADCY4/RAP1GAP/CALML3/CDH1/MAGI1/RAPGEF3/FGF4/AKT1/PLCE1 51 KEGG hsa03460 Fanconi anemia pathway 13/2017 54/8135 0.601 1 0.9486 PALB2/FANCE/TOP3A/TOP3B/RMI1/HES1/POLH/BRIP1/RPA2/ATRIP/FANCL/SLX4/REV1 13 KEGG hsa04668 TNF signaling pathway 27/2017 112/8135 0.6036 1 0.9486 RIPK3/AKT2/IKBKB/TNF/ATF6B/CSF1/CASP10/TAB1/FOS/MAP3K14/CHUK/NOD2/MAPK12/TRAF1/PIK3R3/MAP3K8/RELA/JUN/MAPK11/CASP8/JUNB/VEGFC/TAB3/CREB3L1/TRAF5/CASP3/AKT1 27 KEGG hsa04064 NF-kappa B signaling pathway 25/2017 104/8135 0.6089 1 0.9486 TIRAP/IKBKB/TNF/CARD10/TAB1/EDA/EDAR/PLCG1/UBE2I/EDA2R/MAP3K14/CHUK/TRAF1/TICAM1/RELA/PIDD1/NFKB2/GADD45G/GADD45A/TAB3/CD40/TRAF6/BTK/DDX58/TRAF5 25 KEGG hsa04926 Relaxin signaling pathway 31/2017 129/8135 0.6139 1 0.9486 AKT2/GNAI2/ATF6B/INSL3/RLN2/COL4A4/FOS/PLCB2/COL4A3/ADCY7/SOS2/MAPK12/COL4A1/PIK3R3/COL4A2/SHC1/COL4A5/RELA/JUN/MAPK11/GNG7/ARRB1/HRAS/VEGFC/KRAS/CREB3L1/ADCY4/GRB2/NOS1/COL1A2/AKT1 31 KEGG hsa04725 Cholinergic synapse 27/2017 113/8135 0.6242 1 0.9486 AKT2/CHRM3/GNAI2/FOS/KCNQ3/PLCB2/FYN/ADCY7/GNAQ/KCNJ12/PIK3R3/CACNA1C/PIK3R6/CHRM5/KCNJ2/SLC18A3/CHRNB4/GNG7/CHRNB2/ACHE/HRAS/KRAS/CREB3L1/PIK3R5/ADCY4/SLC5A7/AKT1 27 KEGG hsa04916 Melanogenesis 24/2017 101/8135 0.6333 1 0.9486 GNAI2/CTNNB1/DVL3/PLCB2/FZD9/FZD7/ADCY7/DVL2/CALML5/GNAQ/WNT4/WNT11/TCF7L2/WNT9B/HRAS/TCF7/POMC/KRAS/CREB3L1/FZD6/WNT7B/ADCY4/WNT2/CALML3 24 KEGG hsa00450 Selenocompound metabolism 4/2017 17/8135 0.6399 1 0.9486 TXNRD2/MTR/MARS2/SEPHS2 4 KEGG hsa04012 ErbB signaling pathway 20/2017 85/8135 0.6479 1 0.9486 AKT2/STAT5A/BAD/PLCG1/ARAF/EIF4EBP1/SOS2/PIK3R3/ERBB2/SHC1/JUN/GAB1/HRAS/KRAS/NRG2/AREG/GRB2/MYC/AKT1/CDKN1A 20 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 25/2017 106/8135 0.6508 1 0.9486 GNAI2/EGR1/ATF6B/ARHGEF1/FOS/ARAF/SP1/MMP24/PLCB2/ADCY7/PLD2/GNAQ/GCM2/PDE4C/PDE4D/MEF2D/LRP6/ARRB1/ARHGEF11/RXRB/CREB3L1/ADCY4/AKAP13/SLC9A3R1/CDKN1A 25 KEGG hsa00513 Various types of N-glycan biosynthesis 9/2017 39/8135 0.6584 1 0.9486 ALG11/ALG3/ALG12/ST3GAL3/TUSC3/STT3A/ALG1/MAN1A1/MAN1C1 9 KEGG hsa04530 Tight junction 40/2017 169/8135 0.6629 1 0.9486 PRKAB1/TUBA3C/PPP2R2D/MYH11/RAP1A/MYL12B/MYL2/RAPGEF6/CD1A/TJP2/CCND1/TIAM1/MYL6B/PRKAG1/GATA4/PRKAB2/MYH14/NEDD4L/MSN/ARPC1B/ERBB2/CLDN24/SYMPK/CLDN10/RAB13/CLDN15/NEDD4/JUN/ACTR3C/CRB3/TUBA3E/ARHGEF18/PPP2R2A/CD1D/CGN/SLC9A3R1/PRKAA2/MAP3K1/MAGI1/PPP2R2C 40 KEGG hsa04721 Synaptic vesicle cycle 18/2017 78/8135 0.6799 1 0.9486 SLC6A11/TCIRG1/DNM1/ATP6V1C2/ATP6V1B1/AP2B1/STX1B/CPLX2/ATP6V1G3/ATP6V0B/SLC18A3/SLC6A12/RAB3A/CLTA/SLC1A2/DNM2/ATP6V0E2/SLC6A9 18 KEGG hsa03010 Ribosome 37/2017 158/8135 0.6865 1 0.9486 RPL26/MRPL27/RPL19/MRPS2/RPL21/RPS8/MRPL21/MRPS5/RPL30/RPL36A-HNRNPH2/RPLP2/RPS13/RPS15A/RSL24D1/RPL36AL/RPLP0/RPS24/RPL10L/RPL6/RPS27/RPL23A/RPL12/RPS7/RPS19/RPS11/MRPS12/RPL27/RPS4Y1/MRPL9/RPSA/RPL24/RPS18/MRPS14/MRPL16/RPL32/UBA52/RPL18A 37 KEGG hsa05145 Toxoplasmosis 26/2017 112/8135 0.6865 1 0.9486 AKT2/IKBKB/TNF/GNAI2/TAB1/BAD/CHUK/MAPK12/PDPK1/NFKBIB/LAMB1/PIK3R6/HSPA1L/RELA/MAPK11/IL10/CASP8/HSPA2/LAMA5/IL10RB/CD40/PIK3R5/TRAF6/CASP3/AKT1/LAMA3 26 KEGG hsa00061 Fatty acid biosynthesis 4/2017 18/8135 0.6875 1 0.9486 MCAT/ACSBG1/OLAH/OXSM 4 KEGG hsa04921 Oxytocin signaling pathway 36/2017 154/8135 0.6893 1 0.9486 PRKAB1/GNAI2/NPR2/FOS/CACNB1/OXTR/PLCB2/ADCY7/CALML5/GNAQ/CCND1/KCNJ12/MYL6B/PRKAG1/PPP1R12A/CACNA1C/PRKAB2/PIK3R6/NFATC1/PPP1CB/CACNG4/KCNJ2/EEF2/PLA2G4D/PPP1R12C/JUN/PPP3CA/HRAS/CACNG7/KRAS/PIK3R5/ADCY4/PRKAA2/PPP3R1/CALML3/CDKN1A 36 KEGG hsa04919 Thyroid hormone signaling pathway 28/2017 121/8135 0.6976 1 0.9486 AKT2/BAD/CTNNB1/PLCG1/PLCB2/PLCD4/MED12/MYH6/CCND1/GATA4/PIK3R3/PDPK1/HDAC1/MDM2/WNT4/TP53/SLC16A2/HIF1A/HRAS/MED17/PLN/ATP1A1/RXRB/KRAS/ITGAV/MYC/AKT1/PLCE1 28 KEGG hsa04915 Estrogen signaling pathway 32/2017 138/8135 0.7013 1 0.9486 AKT2/GNAI2/ATF6B/FOS/SP1/PLCB2/ADCY7/CALML5/SOS2/GNAQ/PIK3R3/RARA/KRT38/SHC1/KRT34/HSPA1L/KRT9/KRT10/JUN/KRT33B/HRAS/HSPA2/POMC/KRAS/CREB3L1/ADCY4/GRB2/HSP90AB1/KRT12/CALML3/AKT1/KRT14 32 KEGG hsa05414 Dilated cardiomyopathy 22/2017 96/8135 0.7031 1 0.9486 TNF/IGF1/MYL2/CACNB1/ADCY7/TPM4/MYH6/TNNT2/ITGB8/ITGA10/CACNA1C/TPM3/SLC8A2/TTN/CACNG4/ITGA5/DAG1/CACNG7/PLN/TNNI3/ITGAV/ADCY4 22 KEGG hsa05130 Pathogenic Escherichia coli infection 46/2017 197/8135 0.7086 1 0.9486 TUBA3C/TIRAP/IKBKB/TNF/ABI1/MYH11/BAK1/WIPF1/WIPF2/TAB1/ARHGEF1/CYTH1/FOS/CYTH2/TNFRSF10B/CHUK/FYN/FASLG/TNFRSF10A/MAPK12/CYTH4/MYH14/ARPC1B/NFKBIB/PTPN6/CLDN24/CLDN10/WASF2/CLDN15/RELA/BRK1/JUN/MAPK11/CASP8/ACTR3C/SEC24C/TUBA3E/LPAR2/ARHGEF11/TAB3/ARF1/TRAF6/F2/SLC9A3R1/CASP3/MYO1D 46 KEGG hsa05131 Shigellosis 58/2017 247/8135 0.7094 1 0.9486 BECN1/AKT2/IKBKB/TNF/RNF31/PFN3/MYL7/CAPNS1/PPID/MYL12B/TAB1/CYTH1/C3/RRAGB/MYL2/PLCG1/CYTH2/ELMO2/CHUK/PLCB2/PLCD4/BTRC/RBX1/MAPK12/RBCK1/CYTH4/PIK3R3/IRF3/UBE2D4/BCAR1/ARPC1B/NFKBIB/ATG16L1/MDM2/WASF2/TP53/DOCK1/ITGA5/RELA/JUN/MAPK11/FBXW11/ACTR3C/UBB/FOXO3/TAB3/ARF1/PXN/TRAF6/NOD1/MAP1LC3C/CBX3/TRAF5/UBA52/DIAPH1/UBE2NL/AKT1/PLCE1 58 KEGG hsa02010 ABC transporters 10/2017 45/8135 0.7099 1 0.9486 ABCC2/ABCB10/ABCA9/ABCD4/ABCC10/ABCB8/ABCB5/ABCB1/ABCA7/TAP1 10 KEGG hsa00640 Propanoate metabolism 7/2017 32/8135 0.7136 1 0.9486 LDHB/MLYCD/ACSS1/ACOX3/DBT/SUCLG1/EHHADH 7 KEGG hsa04720 Long-term potentiation 15/2017 67/8135 0.7205 1 0.9486 RAP1A/ARAF/PLCB2/RAP1B/CALML5/GNAQ/GRIA2/CACNA1C/PPP1CB/PPP3CA/HRAS/KRAS/PPP3R1/CALML3/RAPGEF3 15 KEGG hsa04114 Oocyte meiosis 30/2017 131/8135 0.7248 1 0.9486 SMC1A/SPDYE1/IGF1/YWHAZ/FBXO43/ANAPC7/PPP2R5D/ADCY7/CALML5/BTRC/RBX1/MAPK12/PPP1CB/MAD1L1/CDC23/MAPK11/FBXW11/MAD2L1/PPP3CA/INS/BUB1/SMC3/ADCY4/PPP2R5A/CCNE1/PPP3R1/CALML3/CDC20/FBXO5/SPDYE2 30 KEGG hsa04970 Salivary secretion 21/2017 93/8135 0.7275 1 0.9486 CHRM3/PRB1/PLCB2/ADCY7/CALML5/GNAQ/AMY2B/MUC7/ADRA1D/ADRB2/ATP1A1/AMY2A/ATP2B2/ADRA1B/ADCY4/CST4/NOS1/CST3/CALML3/ATP2B3/KCNN4 21 KEGG hsa04979 Cholesterol metabolism 11/2017 50/8135 0.7276 1 0.9486 LCAT/APOA2/MYLIP/NPC1/APOB/ANGPTL4/APOA1/NPC2/VAPA/LDLRAP1/VAPB 11 KEGG hsa04380 Osteoclast differentiation 29/2017 128/8135 0.7448 1 0.9486 AKT2/IKBKB/TNF/CSF1/TAB1/FOS/MAP3K14/STAT2/CHUK/FYN/FOSB/MAPK12/PIK3R3/CSF1R/FOSL1/NFATC1/RELA/JUN/MAPK11/NFKB2/FCGR3A/PPP3CA/JUNB/LCP2/TRAF6/GRB2/PPP3R1/BTK/AKT1 29 KEGG hsa00051 Fructose and mannose metabolism 7/2017 33/8135 0.7453 1 0.9486 ALDOC/GMDS/MPI/GMPPA/PMM2/ALDOB/TPI1 7 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 3/2017 15/8135 0.7586 1 0.9486 ST8SIA1/GLA/FUT1 3 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 3/2017 15/8135 0.7586 1 0.9486 ST8SIA1/ST8SIA5/ST3GAL5 3 KEGG hsa00730 Thiamine metabolism 3/2017 15/8135 0.7586 1 0.9486 AK5/NFS1/AK2 3 KEGG hsa04640 Hematopoietic cell lineage 22/2017 99/8135 0.7591 1 0.9486 CD7/TNF/CSF1/IL6R/IL11RA/IL4R/TFRC/FCER2/IL4/CD1A/FLT3LG/CSF1R/IL7/ITGA5/CSF3/IL5RA/CD1D/CD37/CD55/GYPA/CD3E/CR2 22 KEGG hsa00620 Pyruvate metabolism 10/2017 47/8135 0.7628 1 0.9486 LDHB/ACSS1/PDHA2/DLAT/ME3/HAGH/GRHPR/MDH2/AKR1A1/PCK2 10 KEGG hsa04924 Renin secretion 15/2017 69/8135 0.7639 1 0.9486 PTGER4/PTGER2/GNAI2/ORAI1/PLCB2/AGTR1/CALML5/GNAQ/CACNA1C/KCNJ2/PPP3CA/ADRB2/EDN2/PPP3R1/CALML3 15 KEGG hsa05321 Inflammatory bowel disease 14/2017 65/8135 0.7715 1 0.9486 TNF/IL23A/IL21R/IL4R/IL4/NOD2/NFATC1/FOXP3/RELA/JUN/IL10/IL21/IL17A/MAF 14 KEGG hsa05017 Spinocerebellar ataxia 32/2017 143/8135 0.7783 1 0.9486 BECN1/ATG101/CIC/AKT2/NOP56/KAT5/SLC25A4/PSMA1/SP1/PSMC4/PSMA6/PLCB2/ULK2/PSMB6/RBPJ/MYOD1/GNAQ/SPTBN2/ATXN10/GRIA2/TRPC3/PIK3R3/ATXN2L/PSMA5/AMBRA1/PSMA2/PSMD1/PSMD9/NFYA/PSMC1/PUM1/AKT1 32 KEGG hsa04014 Ras signaling pathway 53/2017 232/8135 0.7793 1 0.9486 AKT2/PLA2G6/EPHA2/IKBKB/RRAS2/MRAS/RAP1A/CSF1/BAD/IGF1/PLCG1/CHUK/RAP1B/FASLG/PLD2/CALML5/RASAL3/FGF3/FLT3LG/SOS2/TIAM1/FGF6/PIK3R3/CSF1R/RASSF5/SYNGAP1/SHOC2/SHC1/PLA2G4D/RELA/PLA2G2A/RALA/GNG7/RGL1/EFNA2/RAB5C/GAB1/INS/PDGFC/RASGRF2/HRAS/KSR1/VEGFC/RAC2/FGF1/HGF/KRAS/GRB2/NTF3/CALML3/FGF4/AKT1/PLCE1 53 KEGG hsa00561 Glycerolipid metabolism 13/2017 61/8135 0.7797 1 0.9486 GPAM/PNLIPRP2/DGKA/DGKZ/DGKK/GLA/GK2/AGK/AGPAT5/LPIN1/LPIN3/AKR1A1/MBOAT1 13 KEGG hsa05230 Central carbon metabolism in cancer 15/2017 70/8135 0.7838 1 0.9486 AKT2/PGAM2/PGAM4/LDHB/PDHA2/PIK3R3/ERBB2/TP53/HIF1A/HRAS/SLC7A5/KRAS/SLC1A5/MYC/AKT1 15 KEGG hsa04658 Th1 and Th2 cell differentiation 20/2017 92/8135 0.7872 1 0.9486 IKBKB/IL2RB/STAT5A/FOS/PLCG1/IL4R/CHUK/IL4/RBPJ/MAPK12/JAK3/NFKBIB/NFATC1/RELA/JUN/MAPK11/PPP3CA/PPP3R1/CD3E/MAF 20 KEGG hsa05170 Human immunodeficiency virus 1 infection 48/2017 212/8135 0.7915 1 0.9486 AKT2/IKBKB/TNF/GNAI2/BAK1/TAB1/BAD/FOS/PLCG1/CFL1/CHUK/FASLG/CALML5/BTRC/RBX1/GNAQ/MAPK12/PIK3R3/IRF3/IFNA21/NFATC1/APOBEC3F/AP1G2/CHEK1/RELA/JUN/MAPK11/GNG7/FBXW11/PPP3CA/CASP8/AP1S1/HRAS/RAC2/KRAS/IFNA10/PXN/IFNA5/TRAF6/WEE1/IFNA2/PPP3R1/CALML3/TAP1/CD3E/TRAF5/CASP3/AKT1 48 KEGG hsa04670 Leukocyte transendothelial migration 25/2017 114/8135 0.7929 1 0.9486 GNAI2/MYL7/RAP1A/MYL12B/CTNNB1/MYL2/PLCG1/TXK/VAV1/RAP1B/MAPK12/PIK3R3/MSN/BCAR1/RASSF5/PECAM1/CLDN24/CLDN10/CLDN15/MAPK11/RAC2/PXN/CD99L2/CTNNA2/RAPGEF3 25 KEGG hsa01230 Biosynthesis of amino acids 16/2017 75/8135 0.7952 1 0.9486 PGAM2/PGAM4/ALDOC/CS/MTR/IDH3B/ALDOB/PYCR2/SHMT1/GOT2/TPI1/CBS/BCAT2/ACO1/TKTL1/TALDO1 16 KEGG hsa00360 Phenylalanine metabolism 3/2017 16/8135 0.798 1 0.9486 GOT2/IL4I1/ALDH3B2 3 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 11/2017 53/8135 0.7981 1 0.9486 KLK1/DNM1/PLCB2/GNAQ/AP2B1/SLC8A2/ATP1A1/CLTA/ATP2B2/ATP2B3/DNM2 11 KEGG hsa05320 Autoimmune thyroid disease 11/2017 53/8135 0.7981 1 0.9486 FASLG/IL4/IFNA21/IL10/IFNA10/TSHR/CD28/CD40/PRF1/IFNA5/IFNA2 11 KEGG hsa00770 Pantothenate and CoA biosynthesis 4/2017 21/8135 0.8028 1 0.9486 CSAD/ENPP3/PANK2/BCAT2 4 KEGG hsa04062 Chemokine signaling pathway 43/2017 192/8135 0.8051 1 0.9486 AKT2/IKBKB/GNAI2/RAP1A/BAD/CXCL13/PLCG1/CX3CR1/CCR7/STAT2/CHUK/PLCB2/VAV1/RAP1B/ADCY7/SOS2/GNAQ/CCL17/TIAM1/CCL26/JAK3/PIK3R3/BCAR1/NFKBIB/PIK3R6/SHC1/RELA/CCR4/GNG7/ARRB1/CCR3/HRAS/RAC2/FOXO3/KRAS/CCL27/PXN/CCL16/PIK3R5/ADCY4/GRB2/CXCR3/AKT1 43 KEGG hsa04914 Progesterone-mediated oocyte maturation 22/2017 102/8135 0.8079 1 0.9486 SPDYE1/AKT2/GNAI2/IGF1/ARAF/ANAPC7/CDC25B/ADCY7/MAPK12/PIK3R3/MAD1L1/CDC23/MAPK11/MAD2L1/INS/KRAS/BUB1/ADCY4/HSP90AB1/STK10/SPDYE2/AKT1 22 KEGG hsa00565 Ether lipid metabolism 10/2017 49/8135 0.8086 1 0.9486 PAFAH2/PLA2G6/PLD2/LPCAT4/GDPD1/ENPP2/CEPT1/PLA2G4D/PLA2G2A/PLD4 10 KEGG hsa00240 Pyrimidine metabolism 12/2017 58/8135 0.8087 1 0.9486 UMPS/ENTPD4/TK2/NT5C1A/CAD/ENPP3/TYMS/ENTPD1/DHODH/NUDT2/UPP2/CANT1 12 KEGG hsa04910 Insulin signaling pathway 30/2017 137/8135 0.8128 1 0.9486 PRKAB1/AKT2/SOCS4/IKBKB/PHKG2/TSC1/BAD/ARAF/EIF4EBP1/EIF4E2/CALML5/SOS2/PTPRF/PRKAG1/PIK3R3/PRKAB2/PDPK1/PYGM/SHC1/PPP1CB/RHOQ/INS/HRAS/KRAS/GRB2/PRKAA2/IRS1/CALML3/PCK2/AKT1 30 KEGG hsa04922 Glucagon signaling pathway 23/2017 107/8135 0.8173 1 0.9486 PRKAB1/AKT2/PHKG2/PGAM2/PGAM4/LDHB/CPT1A/PLCB2/PDHA2/CALML5/SIRT1/GNAQ/PRKAG1/PRKAB2/GCGR/PYGM/PPP3CA/CREB3L1/PRKAA2/PPP3R1/CALML3/PCK2/AKT1 23 KEGG hsa00410 beta-Alanine metabolism 6/2017 31/8135 0.8173 1 0.9486 CSAD/MLYCD/ACOX3/GAD1/EHHADH/ALDH3B2 6 KEGG hsa05310 Asthma 6/2017 31/8135 0.8173 1 0.9486 TNF/MS4A2/IL4/IL10/CD40/FCER1A 6 KEGG hsa00310 Lysine degradation 13/2017 63/8135 0.8186 1 0.9486 SETDB1/DLST/EHMT2/PHYKPL/SETMAR/KMT2D/PRDM16/EZH1/AADAT/TMLHE/PRDM7/EHHADH/EZH2 13 KEGG hsa04350 TGF-beta signaling pathway 20/2017 94/8135 0.819 1 0.9486 SMAD4/TNF/RGMB/ID3/TFDP1/SMAD6/SP1/RBX1/NOG/INHBE/ID2/ACVR1C/THBS1/BMP8A/SMAD9/SMAD7/ACVR2B/TGIF2/BMP2/MYC 20 KEGG hsa00500 Starch and sucrose metabolism 7/2017 36/8135 0.8251 1 0.9486 UGP2/SI/GBA3/ENPP3/AMY2B/PYGM/AMY2A 7 KEGG hsa00512 Mucin type O-glycan biosynthesis 7/2017 36/8135 0.8251 1 0.9486 GCNT4/POC1B-GALNT4/GALNT6/GALNT11/GALNT15/GALNT18/GALNT12 7 KEGG hsa00760 Nicotinate and nicotinamide metabolism 7/2017 36/8135 0.8251 1 0.9486 SIRT1/NT5C1A/ENPP3/SIRT2/NNMT/NMRK2/NMRK1 7 KEGG hsa04330 Notch signaling pathway 12/2017 59/8135 0.8275 1 0.9486 APH1A/LFNG/NUMBL/DTX3/DVL3/MFNG/DVL2/RBPJ/HES1/HDAC1/NUMB/DTX4 12 KEGG hsa05140 Leishmaniasis 16/2017 77/8135 0.8291 1 0.9486 TNF/TAB1/C3/EEF1A1/FOS/EEF1A2/IL4/MAPK12/NFKBIB/PTPN6/RELA/JUN/MAPK11/IL10/FCGR3A/TRAF6 16 KEGG hsa04931 Insulin resistance 23/2017 108/8135 0.8311 1 0.9486 PRKAB1/AKT2/IKBKB/TNF/CPT1A/SLC27A3/PTPRF/PRKAG1/PIK3R3/PRKAB2/PDPK1/PYGM/PPP1CB/RELA/GFPT1/INS/CREB3L1/MLX/PRKAA2/IRS1/MLXIPL/PCK2/AKT1 23 KEGG hsa00120 Primary bile acid biosynthesis 3/2017 17/8135 0.8318 1 0.9486 SCP2/HSD3B7/CYP8B1 3 KEGG hsa05207 Chemical carcinogenesis - receptor activation 47/2017 212/8135 0.8357 1 0.9486 MIR29C/AKT2/IKBKE/GNAI2/KLF4/MIRLET7F1/STAT5A/MIR29B2/ATF6B/BAD/FOS/EIF4EBP1/GSTA2/RB1/ADCY7/FGF3/SOS2/CCND1/FGF6/GSTA4/PIK3R3/CACNA1C/KPNA1/MGST1/RELA/JUN/PTGES3/AHR/CHRNB4/CHRNB2/ARRB1/PAQR8/HRAS/KPNA4/ADRB2/RXRB/KRAS/CREB3L1/ADCY4/GRB2/HSP90AB1/MGST3/KPNA7/MYC/NR1I3/FGF4/AKT1 47 KEGG hsa04966 Collecting duct acid secretion 5/2017 27/8135 0.8362 1 0.9486 TCIRG1/ATP6V1C2/ATP6V1B1/ATP6V1G3/ATP6V0E2 5 KEGG hsa04215 Apoptosis - multiple species 6/2017 32/8135 0.8412 1 0.9486 BECN1/BAK1/DIABLO/BBC3/CASP8/CASP3 6 KEGG hsa05031 Amphetamine addiction 14/2017 69/8135 0.8441 1 0.9486 ATF6B/FOS/CALML5/SIRT1/FOSB/GRIA2/CACNA1C/HDAC1/PPP1CB/JUN/PPP3CA/CREB3L1/PPP3R1/CALML3 14 KEGG hsa04978 Mineral absorption 12/2017 60/8135 0.8449 1 0.9486 SLC46A1/MT1HL1/MT1A/MT1H/ATOX1/SLC8A2/ATP7A/ATP1A1/ATP2B2/HMOX1/SLC6A19/ATP2B3 12 KEGG hsa05416 Viral myocarditis 12/2017 60/8135 0.8449 1 0.9486 CAV1/FYN/MYH6/CCND1/DAG1/CASP8/RAC2/CD28/CD40/PRF1/CD55/CASP3 12 KEGG hsa05143 African trypanosomiasis 7/2017 37/8135 0.8469 1 0.9486 TNF/PLCB2/FASLG/GNAQ/IL10/IDO1/APOA1 7 KEGG hsa04927 Cortisol synthesis and secretion 13/2017 65/8135 0.8522 1 0.9486 ATF6B/ORAI1/SP1/PDE8B/PLCB2/AGTR1/ADCY7/GNAQ/CACNA1C/POMC/PDE8A/CREB3L1/ADCY4 13 KEGG hsa00380 Tryptophan metabolism 8/2017 42/8135 0.8527 1 0.9486 DLST/KMO/AADAT/TPH2/IDO1/IL4I1/EHHADH/AANAT 8 KEGG hsa04217 Necroptosis 34/2017 159/8135 0.8648 1 0.9486 RIPK3/USP21/CHMP4A/TNF/RNF31/PPID/STAT5A/CHMP2A/SLC25A4/AIFM1/CHMP3/TNFRSF10B/STAT2/CHMP7/FASLG/TNFRSF10A/HMGB1/ZBP1/RBCK1/JAK3/SPATA2/SMPD1/IFNA21/PYGM/TICAM1/PLA2G4D/CASP8/SPATA2L/IFNA10/IFNA5/HSP90AB1/IFNA2/CHMP1A/TRAF5 34 KEGG hsa04912 GnRH signaling pathway 19/2017 93/8135 0.8657 1 0.9486 MAP3K2/EGR1/PLCB2/ADCY7/PLD2/CALML5/SOS2/GNAQ/MAPK12/CACNA1C/PLA2G4D/JUN/MAPK11/HRAS/KRAS/ADCY4/GRB2/MAP3K1/CALML3 19 KEGG hsa05330 Allograft rejection 7/2017 38/8135 0.8664 1 0.9486 TNF/FASLG/IL4/IL10/CD28/CD40/PRF1 7 KEGG hsa01212 Fatty acid metabolism 11/2017 57/8135 0.87 1 0.9486 CPT1A/ACOX3/ELOVL1/SCP2/MCAT/HSD17B12/ACSBG1/ACADVL/CPT2/EHHADH/OXSM 11 KEGG hsa00071 Fatty acid degradation 8/2017 43/8135 0.8707 1 0.9486 CPT1A/ACOX3/ACSBG1/ACADVL/CYP2U1/CPT2/EHHADH/ECI2 8 KEGG hsa04520 Adherens junction 14/2017 71/8135 0.8731 1 0.9486 SMAD4/CTNNB1/FYN/PTPRF/PTPN6/LMO7/ERBB2/WASF2/TCF7L2/FARP2/TCF7/RAC2/CDH1/CTNNA2 14 KEGG hsa04024 cAMP signaling pathway 48/2017 221/8135 0.8763 1 0.9486 AKT2/PTGER2/GNAI2/RRAS2/RAP1A/ORAI1/BAD/FOS/ACOX3/OXTR/VAV1/RAP1B/ADCY7/PLD2/CALML5/FXYD1/TIAM1/GRIA2/PPP1R12A/PIK3R3/CACNA1C/PDE4C/NFATC1/PDE4D/PPP1CB/CNGB1/RELA/JUN/GPHB5/SST/PLN/SSTR2/ADRB2/RAC2/POMC/ATP1A1/EDN2/ATP2B2/CREB3L1/TSHR/TNNI3/ADCY4/HTR1E/CALML3/ATP2B3/RAPGEF3/AKT1/PLCE1 48 KEGG hsa00010 Glycolysis / Gluconeogenesis 13/2017 67/8135 0.8808 1 0.9486 PGAM2/PGAM4/LDHB/ALDOC/ACSS1/PDHA2/DLAT/ALDOB/TPI1/AKR1A1/ALDH3B2/GAPDHS/PCK2 13 KEGG hsa04060 Cytokine-cytokine receptor interaction 65/2017 295/8135 0.8833 1 0.9486 TNF/IL23A/TNFRSF14/CD70/IL2RB/IL21R/CSF1/EDA/IL27RA/EDAR/TNFRSF10D/CXCL13/IL17B/IL6R/TNFRSF10B/CX3CR1/IL11RA/CLCF1/IL4R/EDA2R/CCR7/IL16/FASLG/TNFRSF10A/LEP/IL4/CCL17/CCL26/ACKR3/INHBE/TNFRSF25/CSF1R/ACVRL1/CRLF2/IFNA21/IL7/ACVR1C/IL6ST/TNFSF15/TNFRSF17/CCR4/IL10/CSF3/IL17D/BMP8A/TNFRSF13B/CCR3/IL21/IL17A/IL20RA/GDF9/IL5RA/IL10RB/IFNA10/CCL27/IL22RA1/CD40/IFNA5/CCL16/IL36A/GDF2/ACVR2B/IFNA2/BMP2/CXCR3 65 KEGG hsa00531 Glycosaminoglycan degradation 3/2017 19/8135 0.8851 1 0.9486 IDUA/SGSH/HYAL1 3 KEGG hsa04066 HIF-1 signaling pathway 22/2017 109/8135 0.8935 1 0.9486 AKT2/LDHB/ALDOC/IGF1/PLCG1/IL6R/EIF4EBP1/EIF4E2/TFRC/PDHA2/CUL2/RBX1/PIK3R3/ALDOB/ERBB2/EGLN2/HIF1A/RELA/INS/HMOX1/AKT1/CDKN1A 22 KEGG hsa04728 Dopaminergic synapse 27/2017 132/8135 0.8992 1 0.9486 AKT2/PPP2R2D/GNAI2/ATF6B/FOS/PLCB2/KIF5B/PPP2R5D/CALML5/GNAQ/MAPK12/GRIA2/CACNA1C/PPP1CB/MAPK11/GNAL/GNG7/ARRB1/PPP3CA/PPP2R2A/CREB3L1/PPP2R5A/CALML3/KIF5A/PPP2R3B/PPP2R2C/AKT1 27 KEGG hsa00592 alpha-Linolenic acid metabolism 4/2017 25/8135 0.9002 1 0.9486 PLA2G6/ACOX3/PLA2G4D/PLA2G2A 4 KEGG hsa04612 Antigen processing and presentation 15/2017 78/8135 0.9018 1 0.9486 NFYC/TNF/RFX5/KIR2DS4/HSPA1L/KLRD1/KIR2DS1/HSPA2/NFYA/KIR2DS2/HSPA5/HSP90AB1/PSME3/KIR3DL2/TAP1 15 KEGG hsa05110 Vibrio cholerae infection 9/2017 50/8135 0.9036 1 0.9486 TCIRG1/PLCG1/ATP6V1C2/ATP6V1B1/TJP2/ATP6V1G3/ATP6V0B/ARF1/ATP6V0E2 9 KEGG hsa01200 Carbon metabolism 23/2017 115/8135 0.907 1 0.9486 PGAM2/PGAM4/DLST/ALDOC/ACSS1/ACOX3/CS/PDHA2/DLAT/SUCLG1/OGDH/IDH3B/ALDOB/ME3/SHMT1/GOT2/TPI1/AGXT/GLDC/ACO1/MDH2/TKTL1/TALDO1 23 KEGG hsa04611 Platelet activation 25/2017 124/8135 0.9071 1 0.9486 AKT2/GNAI2/RAP1A/MYL12B/ARHGEF1/ORAI1/PLCB2/RAP1B/FYN/ADCY7/GNAQ/MAPK12/PPP1R12A/PIK3R3/PIK3R6/PPP1CB/PLA2G4D/MAPK11/LCP2/PIK3R5/ADCY4/F2/COL1A2/BTK/AKT1 25 KEGG hsa04666 Fc gamma R-mediated phagocytosis 19/2017 97/8135 0.9082 1 0.9486 AKT2/PLA2G6/PLCG1/CFL1/VAV1/PLD2/PIK3R3/ARPC1B/WASF2/DOCK1/PIP5K1A/PLA2G4D/FCGR3A/ACTR3C/RAC2/ASAP1/AMPH/DNM2/AKT1 19 KEGG hsa04730 Long-term depression 11/2017 60/8135 0.9092 1 0.9486 GNAI2/IGF1/ARAF/PLCB2/GNAQ/PPP1R17/GRIA2/PLA2G4D/HRAS/KRAS/NOS1 11 KEGG hsa03018 RNA degradation 15/2017 79/8135 0.9119 1 0.9486 EXOSC2/EDC3/TOB2/PABPC3/PAN2/CNOT3/EDC4/LSM5/EXOSC8/PABPC1L2A/DIS3L/LSM3/EXOSC5/SKIV2L/PNPT1 15 KEGG hsa04216 Ferroptosis 7/2017 41/8135 0.913 1 0.9486 LPCAT3/PCBP2/TFRC/TP53/HMOX1/NCOA4/MAP1LC3C 7 KEGG hsa04270 Vascular smooth muscle contraction 27/2017 134/8135 0.915 1 0.9486 PLA2G6/KCNMB1/MYH11/NPR2/ARHGEF1/ARAF/PLCB2/AGTR1/ADCY7/CALML5/GNAQ/MYL6B/PPP1R12A/CACNA1C/MYH14/PPP1CB/PLA2G4D/PPP1R12C/PLA2G2A/ADRA1D/RAMP3/ARHGEF11/EDN2/ADRA1B/ADCY4/NPPB/CALML3 27 KEGG hsa04923 Regulation of lipolysis in adipocytes 10/2017 56/8135 0.9176 1 0.9486 AKT2/GNAI2/ADCY7/PIK3R3/INS/ADRB2/TSHR/ADCY4/IRS1/AKT1 10 KEGG hsa04918 Thyroid hormone synthesis 14/2017 75/8135 0.9181 1 0.9486 ATF6B/PLCB2/TTF2/ADCY7/GNAQ/DUOX2/TTF1/GPX6/ATP1A1/CREB3L1/TSHR/HSPA5/ADCY4/ASGR1 14 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 12/2017 66/8135 0.9222 1 0.9486 LARS2/HARS2/YARS2/CARS2/DARS2/MARS2/FARSA/SARS2/NARS2/MTFMT/TARS2/AARS2 12 KEGG hsa04973 Carbohydrate digestion and absorption 8/2017 47/8135 0.9254 1 0.9486 AKT2/SI/PLCB2/PIK3R3/AMY2B/ATP1A1/AMY2A/AKT1 8 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 4/2017 27/8135 0.9306 1 0.9486 ST3GAL3/ST8SIA1/B3GNT2/FUT1 4 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 4/2017 27/8135 0.9306 1 0.9486 ACOX3/ELOVL1/SCP2/HSD17B12 4 KEGG hsa03008 Ribosome biogenesis in eukaryotes 21/2017 109/8135 0.9308 1 0.9486 WDR3/NOP56/EMG1/NXF1/RIOK1/PWP2/NOL6/POP1/GNL3/LSG1/RBM28/DKC1/GNL3L/MDN1/NAT10/GNL2/NOB1/UTP6/RPP38/HEATR1/SBDS 21 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 14/2017 77/8135 0.9351 1 0.9486 CTNNB1/CACNB1/ITGB8/ITGA10/CACNA1C/SLC8A2/CACNG4/ITGA5/TCF7L2/DAG1/CACNG7/TCF7/ITGAV/CTNNA2 14 KEGG hsa00230 Purine metabolism 25/2017 128/8135 0.9354 1 0.9486 ENTPD4/NPR2/AK5/ITPA/FHIT/PDE8B/ADCY7/NT5C1A/ENPP3/PPAT/PDE7B/PDE4C/PDE4D/PFAS/GMPR2/ADA/ENTPD1/NUDT9/PDE8A/LACC1/NUDT2/ATIC/ADCY4/CANT1/AK2 25 KEGG hsa00480 Glutathione metabolism 10/2017 58/8135 0.9368 1 0.9486 GGT7/GGT5/GSTA2/GSTA4/CHAC1/GSTK1/MGST1/CHAC2/GPX6/MGST3 10 KEGG hsa00340 Histidine metabolism 3/2017 22/8135 0.937 1 0.9486 FTCD/HDC/ALDH3B2 3 KEGG hsa00920 Sulfur metabolism 1/2017 10/8135 0.9422 1 0.9486 SUOX 1 KEGG hsa04929 GnRH secretion 11/2017 64/8135 0.9456 1 0.9486 AKT2/KISS1/PLCB2/GNAQ/PIK3R3/CACNA1C/ARRB1/HRAS/KRAS/KCNN4/AKT1 11 KEGG hsa05152 Tuberculosis 36/2017 180/8135 0.9472 1 0.9486 RAB7A/AKT2/NFYC/TIRAP/TNF/IL23A/CASP10/TCIRG1/BAD/C3/CALML5/NOD2/MAPK12/LSP1/RFX5/IFNA21/RELA/MAPK11/IL10/ATP6V0B/FCGR3A/PPP3CA/CASP8/RAB5C/KSR1/NFYA/IL10RB/IFNA10/IFNA5/MRC1/TRAF6/IFNA2/PPP3R1/CALML3/CASP3/AKT1 36 KEGG hsa00910 Nitrogen metabolism 2/2017 17/8135 0.9482 1 0.9486 CA5B/CA1 2 KEGG hsa04744 Phototransduction 4/2017 29/8135 0.9524 1 0.9486 CALML5/GNAT2/CNGB1/CALML3 4 KEGG hsa05033 Nicotine addiction 6/2017 40/8135 0.9544 1 0.9486 GABRB3/GABRD/GABRA3/GRIA2/CHRNB2/GABRP 6 KEGG hsa00590 Arachidonic acid metabolism 10/2017 61/8135 0.9583 1 0.9486 AKR1C3/PLA2G6/GGT5/CYP2U1/PLA2G4D/PLA2G2A/CBR1/PTGES3/GPX6/PTGES 10 KEGG hsa04971 Gastric acid secretion 13/2017 76/8135 0.9595 1 0.9486 CHRM3/GNAI2/PLCB2/ADCY7/CALML5/GNAQ/CCKBR/KCNJ2/SST/SSTR2/ATP1A1/ADCY4/CALML3 13 KEGG hsa04930 Type II diabetes mellitus 7/2017 46/8135 0.9599 1 0.9486 SOCS4/IKBKB/TNF/PIK3R3/CACNA1C/INS/IRS1 7 KEGG hsa00030 Pentose phosphate pathway 4/2017 30/8135 0.9608 1 0.9486 ALDOC/ALDOB/TKTL1/TALDO1 4 KEGG hsa05202 Transcriptional misregulation in cancer 38/2017 193/8135 0.9623 1 0.9486 FEV/IL2RB/PRCC/BAK1/IGF1/FUS/MEN1/CCND2/SIX4/SP1/HHEX/SLC45A3/CDK9/DUSP6/TRAF1/RARA/CSF1R/PML/HDAC1/MDM2/ID2/LDB1/TP53/RELA/GADD45G/GADD45A/CDKN2C/RXRB/CD40/SS18L1/DDX5/MYC/HOXA9/BCL11B/MAF/CCNT2/CDKN1A/NUPR1 38 KEGG hsa00350 Tyrosine metabolism 5/2017 36/8135 0.9641 1 0.9486 GOT2/IL4I1/ALDH3B2/PNMT/DBH 5 KEGG hsa05332 Graft-versus-host disease 6/2017 42/8135 0.9676 1 0.9486 TNF/FASLG/KLRD1/CD28/PRF1/KIR3DL2 6 KEGG hsa00052 Galactose metabolism 4/2017 31/8135 0.9677 1 0.9486 UGP2/SI/GALT/GLA 4 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 17/2017 98/8135 0.9707 1 0.9486 PLA2G6/PTGER4/PTGER2/IGF1/PLCG1/PLCB2/ADCY7/CALML5/GNAQ/MAPK12/PIK3R3/PPP1CB/PLA2G4D/MAPK11/ADCY4/TRPV2/CALML3 17 KEGG hsa04925 Aldosterone synthesis and secretion 17/2017 98/8135 0.9707 1 0.9486 ATF6B/ORAI1/PLCB2/AGTR1/ADCY7/CALML5/GNAQ/CACNA1C/DAGLB/PRKD2/POMC/ATP1A1/ATP2B2/CREB3L1/ADCY4/CALML3/ATP2B3 17 KEGG hsa00280 Valine, leucine and isoleucine degradation 7/2017 48/8135 0.9711 1 0.9486 AGXT2/DBT/IVD/HMGCL/IL4I1/BCAT2/EHHADH 7 KEGG hsa00860 Porphyrin metabolism 6/2017 43/8135 0.9728 1 0.9486 COX15/BLVRA/COX10/FECH/ALAS1/HMOX1 6 KEGG hsa04940 Type I diabetes mellitus 6/2017 43/8135 0.9728 1 0.9486 TNF/FASLG/GAD1/INS/CD28/PRF1 6 KEGG hsa04975 Fat digestion and absorption 6/2017 43/8135 0.9728 1 0.9486 PNLIPRP2/CLPS/PLA2G2A/GOT2/APOB/APOA1 6 KEGG hsa00100 Steroid biosynthesis 2/2017 20/8135 0.9747 1 0.9486 NSDHL/LSS 2 KEGG hsa04672 Intestinal immune network for IgA production 7/2017 49/8135 0.9755 1 0.9486 MAP3K14/IL4/TNFRSF17/IL10/TNFRSF13B/CD28/CD40 7 KEGG hsa05030 Cocaine addiction 7/2017 49/8135 0.9755 1 0.9486 GNAI2/ATF6B/FOSB/GRIA2/RELA/JUN/CREB3L1 7 KEGG hsa01232 Nucleotide metabolism 14/2017 85/8135 0.9763 1 0.9486 ENTPD4/AK5/ITPA/TK2/NT5C1A/ENPP3/TYMS/GMPR2/ADA/ENTPD1/LACC1/UPP2/CANT1/AK2 14 KEGG hsa00062 Fatty acid elongation 3/2017 27/8135 0.9783 1 0.9486 ELOVL1/HSD17B12/THEM5 3 KEGG hsa04911 Insulin secretion 14/2017 86/8135 0.9793 1 0.9486 KCNMB1/CHRM3/ATF6B/PLCB2/ADCY7/GNAQ/CACNA1C/INS/RAB3A/ATP1A1/FFAR1/CREB3L1/ADCY4/KCNN4 14 KEGG hsa00650 Butanoate metabolism 3/2017 28/8135 0.9825 1 0.9486 HMGCL/GAD1/EHHADH 3 KEGG hsa04913 Ovarian steroidogenesis 7/2017 51/8135 0.9826 1 0.9486 AKR1C3/IGF1/HSD17B1/ADCY7/PLA2G4D/INS/ADCY4 7 KEGG hsa04540 Gap junction 14/2017 88/8135 0.9842 1 0.9486 TUBA3C/MAP3K2/GNAI2/CSNK1D/PLCB2/ADCY7/SOS2/GNAQ/PDGFC/TUBA3E/HRAS/KRAS/ADCY4/GRB2 14 KEGG hsa00220 Arginine biosynthesis 2/2017 22/8135 0.9845 1 0.9486 GOT2/NOS1 2 KEGG hsa00591 Linoleic acid metabolism 3/2017 29/8135 0.986 1 0.9486 PLA2G6/PLA2G4D/PLA2G2A 3 KEGG hsa04964 Proximal tubule bicarbonate reclamation 2/2017 23/8135 0.9879 1 0.9486 ATP1A1/PCK2 2 KEGG hsa04610 Complement and coagulation cascades 13/2017 85/8135 0.9882 1 0.9486 C3/KLKB1/A2M/VSIG4/PROC/F3/C1QC/F2/CD55/CFHR2/F7/C8G/CR2 13 KEGG hsa05032 Morphine addiction 14/2017 91/8135 0.9897 1 0.9486 GNAI2/GABRB3/GABRD/PDE8B/ADCY7/GABRA3/PDE7B/PDE4C/PDE4D/GNG7/ARRB1/PDE8A/ADCY4/GABRP 14 KEGG hsa04742 Taste transduction 13/2017 86/8135 0.9898 1 0.9486 TAS2R4/CHRM3/TAS2R5/TAS2R3/PLCB2/GABRA3/TAS2R13/CACNA1C/TAS2R20/TAS2R50/ADCY4/HTR1E/TAS2R41 13 KEGG hsa05206 MicroRNAs in cancer 60/2017 310/8135 0.9914 1 0.9486 MIR29C/IKBKB/MIR200B/MIRLET7F1/MIR30C2/MIR28/BAK1/MIR29B2/CCND2/PLCG1/ST14/UBE2I/MIR330/MIR30E/MIR205/SLC45A3/MIR26A2/CDC25B/RECK/SIRT1/SOS2/CCND1/MIR128-1/MIR19B2/MIR181B1/PIK3R3/MIR7-2/APC2/MIR34C/MIR128-2/HDAC1/MDM2/MIR27B/ERBB2/SHC1/TP53/ITGA5/MIR16-2/THBS1/BMF/EFNA2/CDKN2A/MIR27A/HRAS/KRAS/MIR375/MIR34A/GRB2/MIR150/MCL1/HMOX1/MIR96/ABCB1/CCNE1/MYC/IRS1/E2F2/CASP3/EZH2/CDKN1A 60 KEGG hsa04360 Axon guidance 32/2017 182/8135 0.9927 1 0.9486 PLXNA4/EPHA2/RYK/GNAI2/MYL12B/NTN1/SEMA3A/PLCG1/SEMA4C/CFL1/EPHB6/FYN/TRPC3/PIK3R3/PDPK1/WNT4/PLXNB2/ABLIM1/EPHB1/PLXNA1/SEMA4D/L1CAM/PPP3CA/EFNA2/HRAS/RAC2/KRAS/EFNB3/LRRC4C/EPHA3/PPP3R1/SMO 32 KEGG hsa04727 GABAergic synapse 13/2017 89/8135 0.9935 1 0.9486 GNAI2/GABRB3/SLC6A11/GABRD/ADCY7/GABRA3/CACNA1C/GNG7/GAD1/SLC6A12/ADCY4/GPHN/GABRP 13 KEGG hsa04020 Calcium signaling pathway 44/2017 240/8135 0.9938 1 0.9486 PHKG2/P2RX7/CHRM3/ORAI1/SLC25A4/PLCG1/OXTR/PLCB2/PLCD4/AGTR1/ADCY7/CALML5/FGF3/GNAQ/FGF6/CACNA1C/CCKBR/CHRM5/SLC8A2/ERBB2/GNAL/CYSLTR2/ADRA1D/PPP3CA/PDGFC/VEGFC/PLN/CASQ2/ADRB2/FGF1/HGF/ITPKB/TNNC2/ATP2B2/LTB4R2/MCOLN3/ADRA1B/ADCY4/NOS1/PPP3R1/CALML3/ATP2B3/FGF4/PLCE1 44 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 9/2017 69/8135 0.9948 1 0.9486 GSTA2/GSTA4/GSTK1/MGST1/CBR1/CYP3A43/NAT1/SULT2A1/MGST3 9 KEGG hsa04145 Phagosome 25/2017 152/8135 0.9953 1 0.9486 RAB7A/TUBA3C/HGS/TCIRG1/C3/TFRC/ATP6V1C2/ATP6V1B1/DYNC1H1/RILP/ITGA5/ATP6V1G3/ATP6V0B/FCGR3A/THBS1/RAB5C/TUBA3E/DYNC1I1/ITGAV/MRC1/SFTPD/NOS1/TAP1/COLEC12/ATP6V0E2 25 KEGG hsa00040 Pentose and glucuronate interconversions 3/2017 34/8135 0.9955 1 0.9486 UGP2/DCXR/AKR1A1 3 KEGG hsa04972 Pancreatic secretion 15/2017 102/8135 0.9956 1 0.9486 CTRL/CHRM3/RAP1A/PLCB2/RAP1B/ADCY7/GNAQ/PNLIPRP2/AMY2B/PLA2G2A/ATP1A1/AMY2A/ATP2B2/ADCY4/ATP2B3 15 KEGG hsa04514 Cell adhesion molecules 24/2017 149/8135 0.9964 1 0.9486 SELPLG/NCAM1/SPN/TIGIT/ITGB8/PTPRF/SDC1/PECAM1/SIGLEC1/CLDN24/CLDN10/CLDN15/L1CAM/CADM3/CDH15/CDH4/CD28/ITGAV/NRXN2/CD40/LRRC4C/CD99L2/NRXN3/CDH1 24 KEGG hsa05323 Rheumatoid arthritis 13/2017 93/8135 0.9965 1 0.9486 TNF/IL23A/CSF1/TCIRG1/FOS/ATP6V1C2/ATP6V1B1/JUN/ATP6V1G3/ATP6V0B/IL17A/CD28/ATP6V0E2 13 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 10/2017 78/8135 0.9972 1 0.9486 GSTA2/AKR7A3/GSTA4/GSTK1/MGST1/CBR1/AKR7A2/SULT2A1/MGST3/ALDH3B2 10 KEGG hsa04392 Hippo signaling pathway - multiple species 2/2017 29/8135 0.9973 1 0.9486 FAT4/MOB1A 2 KEGG hsa00053 Ascorbate and aldarate metabolism 2/2017 30/8135 0.9979 1 0.9486 MIOX/AKR1A1 2 KEGG hsa00983 Drug metabolism - other enzymes 10/2017 80/8135 0.998 1 0.9486 UMPS/ITPA/GSTA2/TK2/GSTA4/MGST1/CES2/NAT1/UPP2/MGST3 10 KEGG hsa04713 Circadian entrainment 13/2017 97/8135 0.9982 1 0.9486 GNAI2/FOS/PLCB2/ADCY7/CALML5/GNAQ/GRIA2/CACNA1C/GNG7/ADCY4/NOS1/CALML3/MTNR1B 13 KEGG hsa00330 Arginine and proline metabolism 5/2017 51/8135 0.9982 1 0.9486 P4HA2/PYCR2/GOT2/NOS1/L3HYPDH 5 KEGG hsa04724 Glutamatergic synapse 16/2017 114/8135 0.9984 1 0.9486 GNAI2/PLCB2/ADCY7/PLD2/GNAQ/HOMER2/GRIA2/HOMER3/CACNA1C/SHANK3/PLA2G4D/GNG7/PPP3CA/ADCY4/SLC1A2/PPP3R1 16 KEGG hsa00982 Drug metabolism - cytochrome P450 8/2017 72/8135 0.9989 1 0.9486 GSTA2/FMO4/FMO3/GSTA4/GSTK1/MGST1/MGST3/ALDH3B2 8 KEGG hsa05150 Staphylococcus aureus infection 12/2017 96/8135 0.9991 1 0.9486 SELPLG/C3/KRT38/KRT34/KRT9/KRT10/IL10/FCGR3A/KRT33B/C1QC/KRT12/KRT14 12 KEGG hsa04726 Serotonergic synapse 15/2017 115/8135 0.9994 1 0.9486 GNAI2/GABRB3/ARAF/PLCB2/GNAQ/CACNA1C/PLA2G4D/TPH2/GNG7/HRAS/DUSP1/KRAS/HTR1E/CASP3/RAPGEF3 15 KEGG hsa04080 Neuroactive ligand-receptor interaction 62/2017 353/8135 0.9997 1 0.9486 PYY/NPFF/PTGER4/TAC4/PTGER2/P2RX7/CHRM3/GABRB3/INSL3/RLN2/C3/CHRNA10/TRH/UCN/KISS1/GABRD/HRH4/OXTR/AGTR1/ADRA2B/LEP/GHRH/MLN/GABRA3/NMU/GRIA2/GCGR/CCKBR/CHRM5/NTSR2/ADRA2A/PTGDR/CYSLTR2/CHRNB4/CHRNB2/ADRA1D/NTS/CNR2/GPHB5/SST/CHRNE/S1PR1/LPAR2/SSTR2/SSTR3/ADRB2/GPR156/POMC/EDN2/NMUR1/TSHR/LTB4R2/ADRA1B/HTR1E/F2/VIPR1/CHRNA5/AGTR2/MTNR1B/APLNR/GABRP/HCRTR1 62 KEGG hsa04976 Bile secretion 9/2017 89/8135 0.9999 1 0.9486 ABCC2/SLC4A5/ADCY7/HMGCR/ATP1A1/ADCY4/SULT2A1/ABCB1/SLC51B 9 KEGG hsa00830 Retinol metabolism 5/2017 68/8135 1 1 0.9486 DHRS4L2/RDH11/RDH12/RETSAT/PNPLA4 5 KEGG hsa00140 Steroid hormone biosynthesis 4/2017 61/8135 1 1 0.9486 AKR1C3/HSD17B1/HSD17B12/SRD5A3 4 KEGG hsa05034 Alcoholism 20/2017 187/8135 1 1 0.9486 GNAI2/ATF6B/ARAF/SLC29A3/CALML5/FOSB/SOS2/HDAC8/HDAC1/SHC1/PPP1CB/GNG7/HDAC7/HRAS/SLC29A2/KRAS/CREB3L1/GRB2/CALML3/PKIA 20 KEGG hsa05322 Systemic lupus erythematosus 11/2017 136/8135 1 1 0.9486 TNF/C3/SNRPD3/TRIM21/IL10/SNRPB/FCGR3A/C1QC/CD28/CD40/C8G 11 KEGG hsa04613 Neutrophil extracellular trap formation 19/2017 190/8135 1 1 0.9486 AKT2/SELPLG/C3/SLC25A4/PLCG1/PLCB2/HMGB1/MAPK12/HDAC8/PIK3R3/HDAC1/RELA/MAPK11/FCGR3A/AGER/HDAC7/SIGLEC9/RAC2/AKT1 19 KEGG hsa04740 Olfactory transduction 53/2017 440/8135 1 1 0.9486 OR2T11/OR2D3/OR2T34/OR2AE1/OR2M5/OR13G1/OR56A3/OR2L3/CALML5/OR8H3/OR56B4/OR7G2/OR51B6/OR2L5/OR52H1/OR5B21/OR4D10/OR4S2/OR52K1/OR8G5/OR10K2/OR51J1/OR2L8/SLC8A2/OR10W1/OR11H1/CNGB1/OR5J2/OR2A42/OR7A5/OR10G4/GNAL/GNG7/ARRB1/OR13A1/OR4C11/OR4D1/OR2AK2/OR1E1/OR8K5/OR51B4/OR5B3/OR1L1/OR13H1/OR2AG1/OR4N5/OR52E6/OR1J1/OR52L1/OR6Y1/OR4P4/CALML3/OR7A17 53