ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04371 Apelin signaling pathway 27/848 139/8135 0.0009955 0.08682 0.07579 AKT2/KLF2/GNAQ/SPHK2/GNAI2/RPS6KB2/CALM3/SLC8A1/PDE3B/PLCB1/ADCY3/MAPK3/MYLK/AKT1/TGFBR1/MTOR/ITPR2/PRKAA2/GNGT2/MAP1LC3B2/GNB3/HDAC5/SPHK1/GNG2/GNG10/GNG5/GNB2 27 KEGG hsa05165 Human papillomavirus infection 52/848 331/8135 0.001529 0.08682 0.07579 DVL1/AXIN1/E2F1/AKT2/ITGA4/SCRIB/UBE3A/PIK3R1/MAML3/CREBBP/WNT2B/RPS6KB2/CDK6/THBS3/ISG15/PPP2R5E/LLGL1/EP300/CCNE1/APC2/VWF/TSC2/LLGL2/CHD4/TNXB/NOTCH2/PTGS2/OASL/PPP2R5D/MAPK3/SOS2/AKT1/JAK1/RBL1/MTOR/APC/PDGFRB/MFNG/COL9A1/NOTCH1/ATP6V1E2/PARD6B/PPP2R2B/PKM/DVL2/HLA-G/ATP6V0A2/THBS1/ATP6V0E1/MX1/EIF2AK2/COL4A1 52 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 34/848 194/8135 0.001592 0.08682 0.07579 UBC/E2F1/AKT2/NFATC3/PIK3R1/CREBBP/CDK6/FOS/EP300/JUN/CALM3/E2F2/ATG14/CXCL1/MAP2K7/PPP3CA/PTGS2/MAPK3/AKT1/ZFP36/JAK1/MTOR/ITPR2/MAPK13/GNGT2/MAP1LC3B2/GNB3/HLA-G/UBB/GNG2/EIF2AK2/GNG10/GNG5/GNB2 34 KEGG hsa03250 Viral life cycle - HIV-1 15/848 63/8135 0.001665 0.08682 0.07579 MAP1A/CDK9/CPSF6/SERINC5/NUP153/CREBBP/EP300/PDCD6IP/BST2/PIN1/CCNT1/CPSF7/MX1/FURIN/ELL 15 KEGG hsa04910 Insulin signaling pathway 26/848 137/8135 0.001738 0.08682 0.07579 RPTOR/AKT2/G6PC/MKNK2/PIK3R1/PTPN1/SOCS4/RPS6KB2/CBL/CALM3/PDE3B/TSC2/RAPGEF1/CBLB/MAPK3/INPP5A/SOS2/AKT1/MTOR/PPP1R3D/PPP1R3E/PRKAA2/PHKA2/PDPK1/HK2/TRIP10 26 KEGG hsa05212 Pancreatic cancer 17/848 76/8135 0.001756 0.08682 0.07579 E2F1/AKT2/PIK3R1/RPS6KB2/CDK6/E2F2/MAPK3/AKT1/RALBP1/TGFBR1/JAK1/MTOR/PLD1/RAC2/ARHGEF6/BCL2L1/DDB2 17 KEGG hsa03015 mRNA surveillance pathway 20/848 97/8135 0.002075 0.08682 0.07579 CPSF1/CPSF6/PCF11/NXF1/PABPN1L/PPP2R5E/PABPC1/MSI2/PABPC4/NXF3/PPP2R5D/UPF2/DDX39B/PNN/PPP2R2B/CASC3/SMG6/CPSF4L/CPSF7/UPF3B 20 KEGG hsa04520 Adherens junction 16/848 71/8135 0.002186 0.08682 0.07579 FARP2/NLK/WASL/YES1/SSX2IP/PTPN1/IGF1R/CREBBP/EP300/WASF2/BAIAP2/MAPK3/TGFBR1/CTNNA1/RAC2/ACTN4 16 KEGG hsa04330 Notch signaling pathway 14/848 59/8135 0.002432 0.08682 0.07579 DVL1/MAML3/CREBBP/EP300/NCOR2/NOTCH2/TLE3/TLE1/MFNG/NOTCH1/DTX1/DVL2/ATXN1L/CTBP2 14 KEGG hsa04140 Autophagy - animal 26/848 141/8135 0.002647 0.08682 0.07579 RPTOR/AKT2/DDIT4/CTSD/ATG16L2/PIK3R1/IGF1R/HMGB1/SMCR8/RPS6KB2/ATG4D/AKT1S1/GABARAPL1/GABARAP/TSC2/ATG14/MLST8/EIF2AK4/MAPK3/AKT1/MTOR/PRKAA2/MAP1LC3B2/PDPK1/BCL2L1/C9orf72 26 KEGG hsa05220 Chronic myeloid leukemia 16/848 76/8135 0.004508 0.127 0.1108 E2F1/AKT2/ABL1/PIK3R1/GAB2/CDK6/CBL/E2F2/BCR/MAPK3/SOS2/AKT1/TGFBR1/BCL2L1/CTBP2/DDB2 16 KEGG hsa04071 Sphingolipid signaling pathway 22/848 119/8135 0.005269 0.127 0.1108 AKT2/SPTLC3/CTSD/GNAQ/PIK3R1/GAB2/SPHK2/GNAI2/FCER1G/PPP2R5E/CERS6/PLCB1/PPP2R5D/MAPK3/AKT1/MAPK13/PPP2R2B/PLD1/RAC2/PDPK1/SPHK1/CERS2 22 KEGG hsa04014 Ras signaling pathway 37/848 232/8135 0.005416 0.127 0.1108 RGL2/RASA4/AKT2/FLT4/ABL1/KSR1/PIK3R1/IGF1R/GAB2/ANGPT1/CALM3/RASA4B/FOXO4/MAPK3/SOS2/AKT1/RALBP1/PLA2G4A/GAB1/PDGFRB/GNGT2/PLD1/RAC2/RASA3/GNB3/PLA2G2C/BCL2L1/RASGRP1/GNG2/RASSF1/RASGRP4/GNG10/GNG5/RASGRP3/GNB2/ARF6/FGF8 37 KEGG hsa05231 Choline metabolism in cancer 19/848 98/8135 0.005419 0.127 0.1108 AKT2/PIP5K1B/PIK3R1/RPS6KB2/FOS/JUN/TSC2/WASF2/MAPK3/SOS2/PIP5K1C/AKT1/PLA2G4A/MTOR/PDGFRB/PLD1/RAC2/PDPK1/PCYT1B 19 KEGG hsa05135 Yersinia infection 24/848 137/8135 0.007353 0.1472 0.1285 AKT2/ITGA4/PIP5K1B/WASL/ARPC3/NFATC3/GNAQ/PIK3R1/IRAK1/RPS6KA2/FOS/JUN/WASF2/BAIAP2/MAP2K7/MAPK3/PIP5K1C/AKT1/ARPC2/MAPK13/ARHGEF1/RPS6KA3/RAC2/ARF6 24 KEGG hsa05225 Hepatocellular carcinoma 28/848 168/8135 0.008028 0.1472 0.1285 DVL1/AXIN1/ARID1B/E2F1/AKT2/GSTA4/PIK3R1/IGF1R/WNT2B/RPS6KB2/CDK6/ARID1A/SMARCC2/GSTM1/APC2/E2F2/MAPK3/SMARCC1/SOS2/AKT1/TGFBR1/MGST3/GAB1/MTOR/APC/DVL2/BCL2L1/DDB2 28 KEGG hsa05161 Hepatitis B 27/848 162/8135 0.009131 0.1472 0.1285 ATF4/E2F1/AKT2/NFATC3/STAT6/PIK3R1/IRAK1/CREBBP/FOS/EGR3/EP300/JUN/CCNE1/DDX3X/E2F2/DDB1/MAP2K7/MAPK3/SOS2/VDAC3/AKT1/TGFBR1/JAK1/MAPK13/PCNA/DDB2/STAT4 27 KEGG hsa05224 Breast cancer 25/848 147/8135 0.009209 0.1472 0.1285 DVL1/AXIN1/E2F1/AKT2/FLT4/PIK3R1/IGF1R/NCOA1/WNT2B/RPS6KB2/CDK6/FOS/JUN/APC2/E2F2/NOTCH2/MAPK3/SOS2/AKT1/MTOR/APC/NOTCH1/DVL2/DDB2/FGF8 25 KEGG hsa04662 B cell receptor signaling pathway 16/848 82/8135 0.009618 0.1472 0.1285 AKT2/LILRB4/MALT1/NFATC3/PIK3R1/FOS/LILRA5/JUN/PPP3CA/MAPK3/SOS2/LILRA1/AKT1/RAC2/CD79B/RASGRP3 16 KEGG hsa05163 Human cytomegalovirus infection 35/848 225/8135 0.009864 0.1472 0.1285 ATF4/E2F1/AKT2/NFATC3/GNAQ/PIK3R1/GNAI2/RPS6KB2/IL10RB/CDK6/CALM3/TSC2/E2F2/PLCB1/ADCY3/PPP3CA/PTGS2/MAPK3/SOS2/AKT1/JAK1/MTOR/ITPR2/MAPK13/ARHGEF1/CX3CL1/GNGT2/CALR/RAC2/GNB3/HLA-G/GNG2/GNG10/GNG5/GNB2 35 KEGG hsa04723 Retrograde endocannabinoid signaling 25/848 148/8135 0.01002 0.1472 0.1285 GABRR2/GNAQ/NDUFS7/GNAI2/NAPEPLD/PLCB1/ADCY3/NDUFV1/PTGS2/MAPK3/ITPR2/MAPK13/NDUFA4/NDUFA10/GNGT2/NDUFA7/GNB3/GABRB1/NDUFB7/NDUFA12/NDUFS8/GNG2/GNG10/GNG5/GNB2 25 KEGG hsa04625 C-type lectin receptor signaling pathway 19/848 104/8135 0.01036 0.1472 0.1285 CLEC4E/AKT2/MALT1/NFATC3/KSR1/PIK3R1/FCER1G/IL23A/EGR3/JUN/CALM3/CBLB/CLEC4D/PPP3CA/PTGS2/MAPK3/AKT1/ITPR2/MAPK13 19 KEGG hsa04666 Fc gamma R-mediated phagocytosis 18/848 97/8135 0.01057 0.1472 0.1285 AKT2/PIP5K1B/ARPC3/PIK3R1/GAB2/SPHK2/RPS6KB2/WASF2/ASAP1/MAPK3/PIP5K1C/AKT1/PLA2G4A/ARPC2/PLD1/RAC2/SPHK1/ARF6 18 KEGG hsa04722 Neurotrophin signaling pathway 21/848 119/8135 0.01077 0.1472 0.1285 ATF4/AKT2/ABL1/PIK3R1/ARHGDIB/IRAK1/RPS6KA2/JUN/SH2B1/CALM3/RAPGEF1/MAP2K7/MAPK3/SOS2/AKT1/GAB1/MAPK13/RPS6KA3/MAP3K3/PDPK1/RPS6KA5 21 KEGG hsa05210 Colorectal cancer 16/848 86/8135 0.01504 0.1891 0.1651 AXIN1/AKT2/PIK3R1/RPS6KB2/FOS/JUN/APC2/MSH6/MAPK3/SOS2/AKT1/TGFBR1/MTOR/APC/RAC2/DDB2 16 KEGG hsa04530 Tight junction 27/848 169/8135 0.01565 0.1891 0.1651 MYL6B/OCLN/TUBA1C/CLDN6/RAPGEF2/ARPC3/SCRIB/MPP4/TUBA1A/AMOT/MYL12A/CD1D/LLGL1/JUN/MSN/NEDD4/LLGL2/MAP2K7/RAB13/ARPC2/PRKAA2/PARD6B/PPP2R2B/PCNA/ACTN4/EPB41L4B/CLDN10 27 KEGG hsa04068 FoxO signaling pathway 22/848 131/8135 0.01609 0.1891 0.1651 AKT2/NLK/KLF2/USP7/G6PC/PIK3R1/IGF1R/CREBBP/PRMT1/EP300/CDKN2D/GABARAPL1/GABARAP/PLK2/FOXO4/MAPK3/SOS2/AKT1/TGFBR1/MAPK13/PRKAA2/PDPK1 22 KEGG hsa01524 Platinum drug resistance 14/848 73/8135 0.0172 0.1891 0.1651 AKT2/GSTA4/PIK3R1/GSTM1/TOP2A/MSH6/MAPK3/AKT1/MGST3/ATP7B/REV3L/PDPK1/BCL2L1/XPA 14 KEGG hsa04072 Phospholipase D signaling pathway 24/848 148/8135 0.01846 0.1891 0.1651 AKT2/AGPAT1/PIP5K1B/PIK3R1/GAB2/SPHK2/FCER1G/TSC2/PLCB1/ADCY3/MAPK3/SOS2/PIP5K1C/AKT1/PLA2G4A/GAB1/MTOR/PDGFRB/AGPAT2/PLD1/F2R/SPHK1/GRM2/ARF6 24 KEGG hsa04218 Cellular senescence 25/848 156/8135 0.01884 0.1891 0.1651 E2F1/AKT2/MYBL2/NFATC3/LIN9/PIK3R1/HIPK1/CDK6/CCNE1/CALM3/TSC2/E2F2/PPP3CA/MAPK3/SLC25A5/VDAC3/AKT1/TGFBR1/RBL1/SLC25A6/MTOR/ITPR2/MAPK13/HIPK3/HLA-G 25 KEGG hsa05170 Human immunodeficiency virus 1 infection 32/848 212/8135 0.01987 0.1891 0.1651 AKT2/NFATC3/GNAQ/PIK3R1/IRAK1/GNAI2/RPS6KB2/FOS/JUN/CALM3/BST2/DDB1/MAP2K7/PPP3CA/MAPK3/AP1M2/AP1G2/AKT1/MTOR/ITPR2/SKP1/MAPK13/GNGT2/CALR/RAC2/GNB3/HLA-G/BCL2L1/GNG2/GNG10/GNG5/GNB2 32 KEGG hsa05168 Herpes simplex virus 1 infection 66/848 495/8135 0.01988 0.1891 0.1651 ZNF699/ZNF44/ZNF514/ZNF98/AKT2/ZNF764/ZNF768/ZNF439/ZNF417/ZNF558/ZNF792/ZNF543/PIK3R1/IRAK1/NXF1/ZNF587/ZNF577/ZFP14/ZNF570/ZNF304/ZNF415/ZNF689/ZNF316/ZNF547/TSC2/ZNF177/BST2/ZNF684/ZNF708/ZNF440/ZNF12/EIF2AK4/NXF3/ZNF460/ZNF544/ZNF324B/ZNF132/AKT1/JAK1/TLR9/MTOR/POU2F2/ZNF559/ZNF436/OAS2/ZNF714/OAS3/CALR/ZFP30/ZNF256/ZNF222/LTA/ZNF763/HLA-G/ZNF398/BCL2L1/ZNF17/ZNF730/ZNF383/ZNF573/ZNF662/ZNF3/EIF2AK2/ZFP92/ZNF419/ZNF517 66 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 16/848 89/8135 0.02047 0.1891 0.1651 AKT2/NFATC3/PIK3R1/RPS6KB2/FOS/JUN/PPP3CA/MAPK3/AKT1/JAK1/TLR9/MTOR/MAPK13/MAP3K3/RASGRP1/BATF2 16 KEGG hsa04010 MAPK signaling pathway 42/848 294/8135 0.02068 0.1891 0.1651 ATF4/AKT2/FLT4/SRF/MAP3K6/NLK/RAPGEF2/MAPK8IP3/NFATC3/MKNK2/IGF1R/IRAK1/ANGPT1/DUSP7/RPS6KA2/JUND/FOS/JUN/MAP3K11/TAOK1/MAP4K4/CACNB4/MAP2K7/PPP3CA/MAPK3/CD14/SOS2/AKT1/TGFBR1/PLA2G4A/PDGFRB/MAPK13/RPS6KA3/MAP3K3/RAC2/RPS6KA4/RASGRP1/CACNA2D1/RPS6KA5/RASGRP4/RASGRP3/FGF8 42 KEGG hsa03420 Nucleotide excision repair 10/848 47/8135 0.02086 0.1891 0.1651 GTF2H2/RAD23B/ERCC6/LIG1/DDB1/POLD4/CETN2/PCNA/DDB2/XPA 10 KEGG hsa04664 Fc epsilon RI signaling pathway 13/848 68/8135 0.02176 0.1891 0.1651 AKT2/PIK3R1/GAB2/FCER1G/MAP2K7/MAPK3/SOS2/AKT1/PLA2G4A/MAPK13/RAC2/PDPK1/ALOX5AP 13 KEGG hsa05215 Prostate cancer 17/848 97/8135 0.02178 0.1891 0.1651 ATF4/E2F1/AKT2/PIK3R1/IGF1R/CREBBP/EP300/CCNE1/E2F2/MAPK3/SOS2/AKT1/MTOR/PDGFRB/ZEB1/PDPK1/ERG 17 KEGG hsa04668 TNF signaling pathway 19/848 112/8135 0.02191 0.1891 0.1651 ATF4/AKT2/JUNB/PIK3R1/PGAM5/FOS/JUN/CXCL1/MAP2K7/PTGS2/MAPK3/AKT1/MAPK13/CX3CL1/LTA/RPS6KA4/CEBPB/TAB3/RPS6KA5 19 KEGG hsa05131 Shigellosis 36/848 247/8135 0.02327 0.1957 0.1708 UBC/RPTOR/AKT2/CAST/MALT1/WASL/ARPC3/PIK3R1/RPS6KB2/MYL12A/JUN/AKT1S1/WASF2/PLCB1/ATG14/FOXO4/MAPK3/CD14/AKT1/MTOR/ITPR2/ARPC2/SKP1/MAPK13/TECPR1/MAP1LC3B2/CAPNS1/PLCD1/BCL2L1/UBB/TAB3/RPS6KA5/ACTN4/HK2/TIFA/ARF6 36 KEGG hsa01522 Endocrine resistance 17/848 98/8135 0.02389 0.1959 0.171 E2F1/AKT2/PIK3R1/IGF1R/RPS6KB2/FOS/JUN/E2F2/NOTCH2/ADCY3/MAPK3/SOS2/AKT1/MTOR/MAPK13/HBEGF/NOTCH1 17 KEGG hsa04926 Relaxin signaling pathway 21/848 129/8135 0.02533 0.2026 0.1769 ATF4/AKT2/PIK3R1/GNAI2/FOS/JUN/PLCB1/ADCY3/MAP2K7/MAPK3/SOS2/AKT1/TGFBR1/MAPK13/GNGT2/GNB3/GNG2/GNG10/GNG5/COL4A1/GNB2 21 KEGG hsa04724 Glutamatergic synapse 19/848 114/8135 0.02595 0.2027 0.1769 SLC38A1/GRIN3B/GNAQ/GNAI2/GRIK4/PLCB1/ADCY3/PPP3CA/MAPK3/PLA2G4A/ITPR2/GNGT2/PLD1/GNB3/GRM2/GNG2/GNG10/GNG5/GNB2 19 KEGG hsa04915 Estrogen signaling pathway 22/848 138/8135 0.02787 0.2126 0.1856 ATF4/AKT2/CTSD/GNAQ/PIK3R1/GNAI2/NCOA1/FOS/JUN/CALM3/PLCB1/KRT38/ADCY3/MAPK3/SOS2/AKT1/RARA/ITPR2/HBEGF/EBAG9/KRT23/NCOA2 22 KEGG hsa04144 Endocytosis 36/848 251/8135 0.02895 0.2158 0.1884 CHMP1B/AP2M1/GIT1/EPS15L1/EHD1/PIP5K1B/WASL/ARPC3/RUFY2/IGF1R/PDCD6IP/CBL/SNX5/NEDD4/ACAP3/ASAP1/CBLB/AP2A2/RAB11FIP2/SH3GL1/AGAP6/AP2A1/PIP5K1C/TGFBR1/ARPC2/SH3GLB2/PARD6B/PLD1/SPG21/HLA-G/VPS28/ARAP3/AGAP1/FOLR3/PSD3/ARF6 36 KEGG hsa04912 GnRH signaling pathway 16/848 93/8135 0.02988 0.2178 0.1901 ATF4/GNAQ/JUN/CALM3/PLCB1/ADCY3/MAP2K7/MAPK3/SOS2/PLA2G4A/ITPR2/MAPK13/HBEGF/MAP3K3/PLD1/GNRH2 16 KEGG hsa04611 Platelet activation 20/848 124/8135 0.03124 0.2219 0.1937 AKT2/GNAQ/PIK3R1/GNAI2/FCER1G/MYL12A/VWF/PRKG1/PLCB1/TBXAS1/ADCY3/MAPK3/MYLK/AKT1/PLA2G4A/ITPR2/MAPK13/ARHGEF1/F2R/RASGRP1 20 KEGG hsa04728 Dopaminergic synapse 21/848 132/8135 0.03179 0.2219 0.1937 ATF4/AKT2/GNAQ/GNAI2/FOS/PPP2R5E/CALM3/PLCB1/PPP3CA/PPP2R5D/AKT1/ITPR2/MAPK13/GNGT2/PPP2R2B/GNB3/GNG2/GNAL/GNG10/GNG5/GNB2 21 KEGG hsa04150 mTOR signaling pathway 24/848 156/8135 0.03273 0.2236 0.1952 DVL1/RPTOR/AKT2/DDIT4/PIK3R1/IGF1R/WNT2B/RPS6KB2/RPS6KA2/AKT1S1/TSC2/CLIP1/MLST8/MAPK3/SOS2/AKT1/MTOR/RPS6KA3/PRKAA2/ATP6V1E2/STRADB/DVL2/PDPK1/DEPDC5 24 KEGG hsa05213 Endometrial cancer 11/848 58/8135 0.03505 0.2346 0.2048 AXIN1/AKT2/PIK3R1/APC2/MAPK3/SOS2/AKT1/APC/CTNNA1/PDPK1/DDB2 11 KEGG hsa04370 VEGF signaling pathway 11/848 59/8135 0.03919 0.2571 0.2244 AKT2/PIK3R1/SPHK2/PPP3CA/PTGS2/MAPK3/AKT1/PLA2G4A/MAPK13/RAC2/SPHK1 11 KEGG hsa00531 Glycosaminoglycan degradation 5/848 19/8135 0.04094 0.2615 0.2283 IDS/HYAL3/HGSNAT/HYAL1/GLB1 5 KEGG hsa04152 AMPK signaling pathway 19/848 120/8135 0.04146 0.2615 0.2283 RPTOR/AKT2/PFKFB2/G6PC/PIK3R1/SCD/IGF1R/RPS6KB2/PPP2R5E/AKT1S1/TSC2/PPP2R5D/AKT1/MTOR/PRKAA2/STRADB/PPP2R2B/PDPK1/HMGCR 19 KEGG hsa04725 Cholinergic synapse 18/848 113/8135 0.04401 0.2723 0.2377 ATF4/AKT2/GNAQ/PIK3R1/GNAI2/FOS/PLCB1/ADCY3/MAPK3/AKT1/ITPR2/GNGT2/GNB3/CHRNA7/GNG2/GNG10/GNG5/GNB2 18 KEGG hsa05214 Glioma 13/848 75/8135 0.04483 0.2723 0.2377 E2F1/AKT2/PIK3R1/IGF1R/CDK6/CALM3/E2F2/MAPK3/SOS2/AKT1/MTOR/PDGFRB/DDB2 13 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 6/848 26/8135 0.04713 0.2792 0.2438 PIGQ/MPPE1/PIGN/PIGG/PIGX/PIGK 6 KEGG hsa03460 Fanconi anemia pathway 10/848 54/8135 0.04991 0.2792 0.2438 FAN1/SLX4/PMS2/FANCB/POLI/TOP3B/REV3L/UBE2T/REV1/TOP3A 10 KEGG hsa04130 SNARE interactions in vesicular transport 7/848 33/8135 0.05009 0.2792 0.2438 STX16/USE1/STX3/STX1A/STX6/VAMP5/VAMP2 7 KEGG hsa04973 Carbohydrate digestion and absorption 9/848 47/8135 0.05088 0.2792 0.2438 AKT2/G6PC/PIK3R1/PLCB1/MGAM/AKT1/SLC37A4/HK2/TAS1R3 9 KEGG hsa04726 Serotonergic synapse 18/848 115/8135 0.05097 0.2792 0.2438 GNAQ/GNAI2/ALOX12/PLCB1/SLC6A4/PTGS2/MAPK3/PLA2G4A/ITPR2/GNGT2/GNB3/TPH2/HTR1D/GABRB1/GNG2/GNG10/GNG5/GNB2 18 KEGG hsa05203 Viral carcinogenesis 29/848 204/8135 0.05108 0.2792 0.2438 ATF4/GTF2H2/SRF/SCRIB/USP7/HDAC7/UBE3A/PIK3R1/HDAC9/CREBBP/CDK6/EGR3/EP300/JUN/CCNE1/MAD1L1/DDX3X/CHD4/DDB1/GTF2E1/MAPK3/VDAC3/JAK1/RBL1/PKM/HLA-G/HDAC5/ACTN4/EIF2AK2 29 KEGG hsa03013 Nucleocytoplasmic transport 17/848 108/8135 0.05424 0.2916 0.2546 NUP153/POM121/NUP210/NXF1/NUP210L/TPR/XPOT/XPO6/NXF3/UPF2/DDX39B/PNN/CASC3/NUP160/TNPO2/AHCTF1/UPF3B 17 KEGG hsa04012 ErbB signaling pathway 14/848 85/8135 0.05549 0.2936 0.2563 AKT2/ABL1/PIK3R1/RPS6KB2/JUN/CBL/CBLB/MAP2K7/MAPK3/SOS2/AKT1/GAB1/MTOR/HBEGF 14 KEGG hsa04721 Synaptic vesicle cycle 13/848 78/8135 0.05863 0.3052 0.2664 AP2M1/AP2A2/SLC6A4/STX3/AP2A1/STX1A/STXBP1/ATP6V1E2/UNC13A/VAMP2/ATP6V0A2/ATP6V0E1/RAB3A 13 KEGG hsa04914 Progesterone-mediated oocyte maturation 16/848 102/8135 0.06213 0.3135 0.2737 AKT2/CPEB4/ANAPC5/PIK3R1/IGF1R/GNAI2/RPS6KA2/MAD1L1/PDE3B/ADCY3/MAPK3/AKT1/MAPK13/RPS6KA3/KIF22/PKMYT1 16 KEGG hsa05142 Chagas disease 16/848 102/8135 0.06213 0.3135 0.2737 AKT2/GNAQ/PIK3R1/IRAK1/GNAI2/FOS/JUN/PLCB1/MAPK3/AKT1/TGFBR1/TLR9/MAPK13/PPP2R2B/CALR/GNAL 16 KEGG hsa05017 Spinocerebellar ataxia 21/848 143/8135 0.06619 0.3244 0.2832 AKT2/CIC/KCNC3/GRIN3B/GNAQ/NFYA/PIK3R1/PSMD8/PLCB1/ATG14/ATXN2/SLC25A5/VDAC3/AKT1/SLC25A6/MTOR/ITPR2/PSMB7/ATP2A1/ATXN1L/ATXN10 21 KEGG hsa04151 PI3K-Akt signaling pathway 46/848 354/8135 0.06627 0.3244 0.2832 ATF4/RPTOR/AKT2/ITGA4/DDIT4/FLT4/MCL1/G6PC/PIK3R1/IGF1R/ANGPT1/RPS6KB2/CDK6/THBS3/PPP2R5E/CCNE1/CSF3R/VWF/TSC2/TNXB/MAGI2/MLST8/PPP2R5D/MAPK3/SOS2/AKT1/JAK1/MTOR/PDGFRB/COL9A1/PRKAA2/GNGT2/PPP2R2B/F2R/GNB3/PDPK1/BCL2L1/THBS1/CDC37/GNG2/GNG10/GNG5/COL4A1/MYB/GNB2/FGF8 46 KEGG hsa04137 Mitophagy - animal 12/848 72/8135 0.06748 0.3255 0.2841 UBC/ATF4/E2F1/PGAM5/JUN/GABARAPL1/GABARAP/TFE3/MAP1LC3B2/TBC1D17/BCL2L1/UBB 12 KEGG hsa04210 Apoptosis 20/848 136/8135 0.07086 0.3296 0.2877 ATF4/AKT2/LMNB1/TUBA1C/MCL1/CTSD/PIK3R1/TUBA1A/FOS/JUN/HTRA2/TNFRSF10B/MAPK3/AKT1/ITPR2/LMNA/BCL2A1/PDPK1/BCL2L1/CASP2 20 KEGG hsa00510 N-Glycan biosynthesis 9/848 50/8135 0.07092 0.3296 0.2877 MAN2A1/MOGS/B4GALT3/MGAT4A/MGAT5/STT3B/RPN1/MAN2A2/DPM3 9 KEGG hsa04380 Osteoclast differentiation 19/848 128/8135 0.07134 0.3296 0.2877 AKT2/LILRB4/JUNB/FOSB/PIK3R1/GAB2/JUND/FOS/LILRA5/JUN/MAP2K7/PPP3CA/MAPK3/OSCAR/LILRA1/AKT1/TGFBR1/JAK1/MAPK13 19 KEGG hsa04919 Thyroid hormone signaling pathway 18/848 121/8135 0.07639 0.3441 0.3004 AKT2/PFKFB2/MED13L/PIK3R1/NCOA1/CREBBP/EP300/TSC2/PLCB1/NOTCH2/MAPK3/AKT1/MTOR/NOTCH1/ATP2A1/PDPK1/PLCD1/NCOA2 18 KEGG hsa04713 Circadian entrainment 15/848 97/8135 0.07658 0.3441 0.3004 GNAQ/GNAI2/FOS/CALM3/PRKG1/PLCB1/ADCY3/MAPK3/GNGT2/GNB3/RPS6KA5/GNG2/GNG10/GNG5/GNB2 15 KEGG hsa05166 Human T-cell leukemia virus 1 infection 30/848 222/8135 0.08188 0.3629 0.3168 ATF4/E2F1/AKT2/SRF/ANAPC5/NFATC3/PIK3R1/CREBBP/FOS/EP300/IL15RA/JUN/CCNE1/MAD1L1/E2F2/ADCY3/PPP3CA/MAPK3/SLC25A5/VDAC3/AKT1/TGFBR1/ZFP36/JAK1/SLC25A6/CALR/MAP3K3/LTA/HLA-G/BCL2L1 30 KEGG hsa03430 Mismatch repair 5/848 23/8135 0.08399 0.3648 0.3185 LIG1/POLD4/PMS2/MSH6/PCNA 5 KEGG hsa04720 Long-term potentiation 11/848 67/8135 0.0848 0.3648 0.3185 ATF4/GNAQ/CREBBP/RPS6KA2/EP300/CALM3/PLCB1/PPP3CA/MAPK3/ITPR2/RPS6KA3 11 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 30/848 223/8135 0.08564 0.3648 0.3185 AKT2/ABL1/GSTA4/PIK3R1/PTPN1/NDUFS7/FOS/EPHX1/JUN/GSTM1/NOX4/MAP2K7/NDUFV1/MAPK3/SLC25A5/SOS2/VDAC3/AKT1/MGST3/SLC25A6/MAPK13/NDUFA4/NDUFA10/PLD1/NDUFA7/COX6C/PDPK1/NDUFB7/NDUFA12/NDUFS8 30 KEGG hsa04922 Glucagon signaling pathway 16/848 107/8135 0.08772 0.3689 0.322 ATF4/AKT2/G6PC/GNAQ/CREBBP/PRMT1/EP300/CALM3/PDE3B/PLCB1/PPP3CA/AKT1/ITPR2/PRKAA2/PKM/PHKA2 16 KEGG hsa05160 Hepatitis C 22/848 157/8135 0.09151 0.3765 0.3287 E2F1/AKT2/OCLN/CLDN6/PIK3R1/CDK6/SCARB1/E2F2/PSME3/RSAD2/EIF2AK4/MAPK3/SOS2/AKT1/JAK1/OAS2/OAS3/PPP2R2B/IFIT1/MX1/EIF2AK2/CLDN10 22 KEGG hsa05226 Gastric cancer 21/848 149/8135 0.09309 0.3765 0.3287 DVL1/AXIN1/E2F1/AKT2/PIK3R1/WNT2B/RPS6KB2/CCNE1/APC2/E2F2/MAPK3/SOS2/AKT1/TGFBR1/GAB1/MTOR/APC/CTNNA1/DVL2/DDB2/FGF8 21 KEGG hsa04931 Insulin resistance 16/848 108/8135 0.09354 0.3765 0.3287 AKT2/G6PC/PIK3R1/PTPN1/RPS6KB2/RPS6KA2/SLC27A4/AKT1/MTOR/PPP1R3D/MLXIP/PPP1R3E/RPS6KA3/PRKAA2/PDPK1/SLC27A1 16 KEGG hsa04658 Th1 and Th2 cell differentiation 14/848 92/8135 0.09429 0.3765 0.3287 NFATC3/STAT6/MAML3/FOS/JUN/RUNX3/NOTCH2/PPP3CA/TBX21/MAPK3/JAK1/MAPK13/NOTCH1/STAT4 14 KEGG hsa00052 Galactose metabolism 6/848 31/8135 0.0971 0.3765 0.3287 G6PC/MGAM/PGM1/GLB1/GANC/HK2 6 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 5/848 24/8135 0.09743 0.3765 0.3287 XYLT1/XYLT2/HS6ST1/HS3ST3B1/HS3ST3A1 5 KEGG hsa04022 cGMP-PKG signaling pathway 23/848 167/8135 0.09946 0.3765 0.3287 ATF4/AKT2/SRF/NFATC3/GNAQ/GNAI2/CALM3/SLC8A1/PDE3B/PRKG1/RGS2/PLCB1/ADCY3/PPP3CA/MAPK3/SLC25A5/VDAC3/MYLK/AKT1/SLC25A6/ITPR2/KCNMA1/ATP2A1 23 KEGG hsa04310 Wnt signaling pathway 23/848 167/8135 0.09946 0.3765 0.3287 DVL1/AXIN1/NLK/SFRP1/NFATC3/CREBBP/WNT2B/GPC4/EP300/JUN/SIAH1/APC2/PLCB1/DAAM2/PPP3CA/TLE3/APC/TLE1/SKP1/RAC2/DVL2/LGR5/CTBP2 23 KEGG hsa05211 Renal cell carcinoma 11/848 69/8135 0.09986 0.3765 0.3287 AKT2/PIK3R1/CREBBP/EP300/JUN/RAPGEF1/TFE3/MAPK3/SOS2/AKT1/GAB1 11 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 20/848 143/8135 0.1054 0.3845 0.3356 DVL1/AXIN1/AKT2/INHBA/INHBC/ACVR1B/PIK3R1/IGF1R/WNT2B/KAT6A/APC2/ZFHX3/KLF4/MAPK3/AKT1/JAK1/APC/MAPK13/HESX1/DVL2 20 KEGG hsa00513 Various types of N-glycan biosynthesis 7/848 39/8135 0.1054 0.3845 0.3356 MAN2A1/B4GALT3/MGAT4A/STT3B/RPN1/MAN2A2/B4GALNT3 7 KEGG hsa05016 Huntington disease 39/848 306/8135 0.1061 0.3845 0.3356 AP2M1/TUBA1C/TUBB4B/GNAQ/NDUFS7/TUBA1A/CREBBP/EP300/GPX2/DNAH1/PSMD8/PLCB1/ACTR1B/ATG14/AP2A2/POLR2F/DNAL1/MAP2K7/NDUFV1/MAP3K10/SLC25A5/AP2A1/VDAC3/SLC25A6/STX1A/MTOR/DNAH10/NDUFA4/NDUFA10/PSMB7/POLR2J3/NDUFA7/COX6C/TAF4/DCTN1/NDUFB7/NDUFA12/NDUFS8/TGM2 39 KEGG hsa04213 Longevity regulating pathway - multiple species 10/848 62/8135 0.1067 0.3845 0.3356 RPTOR/AKT2/PIK3R1/IGF1R/RPS6KB2/AKT1S1/ADCY3/AKT1/MTOR/PRKAA2 10 KEGG hsa04350 TGF-beta signaling pathway 14/848 94/8135 0.1079 0.3846 0.3357 AMH/INHBA/INHBC/ACVR1B/CREBBP/RPS6KB2/EP300/MAPK3/TGFBR1/RBL1/SKP1/BMP7/GDF5/THBS1 14 KEGG hsa04136 Autophagy - other 6/848 32/8135 0.1095 0.3863 0.3372 RPTOR/ATG4D/GABARAPL1/GABARAP/MLST8/MTOR 6 KEGG hsa04935 Growth hormone synthesis, secretion and action 17/848 119/8135 0.1108 0.3867 0.3376 ATF4/AKT2/JUNB/GNAQ/PIK3R1/GNAI2/CREBBP/FOS/EP300/PLCB1/ADCY3/MAPK3/SOS2/AKT1/MTOR/ITPR2/MAPK13 17 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 58/848 476/8135 0.113 0.3901 0.3405 UBC/DVL1/AXIN1/ATF4/UBE2J1/TUBA1C/TUBB4B/GNAQ/NDUFS7/TUBA1A/WNT2B/SMCR8/GPX2/CALM3/DNAH1/APC2/PSMD8/HTRA2/PLCB1/ACTR1B/ATG14/VCP/ATXN2/NOX4/DNAL1/MAP2K7/NDUFV1/PPP3CA/PTGS2/MAP3K10/MAPK3/SLC25A5/VDAC3/SLC25A6/STX1A/MTOR/ITPR2/APC/DNAH10/MAPK13/NDUFA4/NDUFA10/PSMB7/MAP1LC3B2/NDUFA7/DVL2/COX6C/ATP2A1/BCL2L1/ATXN1L/GPR37/UBB/DCTN1/NDUFB7/NDUFA12/CHRNA7/C9orf72/NDUFS8 58 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 12/848 79/8135 0.1165 0.3977 0.3471 AKT2/PIK3R1/IGF1R/RPS6KB2/MAPK3/SOS2/AKT1/JAK1/GAB1/MTOR/PDGFRB/BCL2L1 12 KEGG hsa04630 JAK-STAT signaling pathway 22/848 162/8135 0.1176 0.3977 0.3471 AKT2/IL13RA1/MCL1/IL24/IL5RA/STAT6/PIK3R1/CREBBP/SOCS4/IL10RB/IL23A/EP300/IL15RA/CSF3R/IFNL1/SOS2/AKT1/JAK1/MTOR/PDGFRB/BCL2L1/STAT4 22 KEGG hsa04660 T cell receptor signaling pathway 15/848 104/8135 0.121 0.4027 0.3515 AKT2/MALT1/NFATC3/PIK3R1/FOS/JUN/CBLB/MAP2K7/PPP3CA/MAPK3/SOS2/AKT1/MAPK13/PDPK1/RASGRP1 15 KEGG hsa05130 Pathogenic Escherichia coli infection 26/848 197/8135 0.1224 0.4027 0.3515 OCLN/TUBA1C/CLDN6/TUBB4B/ABL1/WASL/ARPC3/IRAK1/TUBA1A/MYO1D/FOS/JUN/WASF2/TNFRSF10B/BAIAP2/MAPK3/ARPC2/TMBIM6/MAPK13/ARHGEF1/F2R/MYO1A/TAB3/MYO5A/CLDN10/ARF6 26 KEGG hsa05152 Tuberculosis 24/848 180/8135 0.1231 0.4027 0.3515 CLEC4E/AKT2/MALT1/CTSD/KSR1/NFYA/IRAK1/SPHK2/FCER1G/CREBBP/IL10RB/IL23A/EP300/CALM3/PPP3CA/MAPK3/CD14/AKT1/JAK1/TLR9/MAPK13/CEBPB/ATP6V0A2/SPHK1 24 KEGG hsa05218 Melanoma 11/848 72/8135 0.1252 0.4027 0.3515 E2F1/AKT2/PIK3R1/IGF1R/CDK6/E2F2/MAPK3/AKT1/PDGFRB/DDB2/FGF8 11 KEGG hsa05223 Non-small cell lung cancer 11/848 72/8135 0.1252 0.4027 0.3515 E2F1/AKT2/PIK3R1/CDK6/E2F2/MAPK3/SOS2/AKT1/PDPK1/DDB2/RASSF1 11 KEGG hsa05219 Bladder cancer 7/848 41/8135 0.1291 0.4111 0.3588 E2F1/E2F2/MAPK3/HBEGF/THBS1/RPS6KA5/RASSF1 7 KEGG hsa04727 GABAergic synapse 13/848 89/8135 0.132 0.4164 0.3635 GABRR2/SLC38A1/GNAI2/GABARAPL1/GABARAP/ADCY3/GNGT2/GNB3/GABRB1/GNG2/GNG10/GNG5/GNB2 13 KEGG hsa04115 p53 signaling pathway 11/848 73/8135 0.1344 0.4199 0.3665 RRM2/CDK6/CCNE1/SIAH1/TSC2/EI24/TNFRSF10B/PERP/BCL2L1/THBS1/DDB2 11 KEGG hsa00380 Tryptophan metabolism 7/848 42/8135 0.1418 0.4355 0.3801 ALDH3A2/GCDH/IDO2/HADH/DHTKD1/TPH2/HAAO 7 KEGG hsa04142 Lysosome 18/848 132/8135 0.1421 0.4355 0.3801 IDS/TPP1/PPT1/CTSD/HYAL3/HGSNAT/GM2A/AP4S1/NPC1/HYAL1/AP1M2/AP1G2/GLB1/AGA/LAMP3/ATP6V0A2/WDR7/LITAF 18 KEGG hsa04015 Rap1 signaling pathway 27/848 210/8135 0.1462 0.444 0.3875 AKT2/FLT4/FARP2/RAPGEF2/GNAQ/PIK3R1/IGF1R/ANGPT1/GNAI2/ADORA2B/CALM3/PLCB1/RAPGEF1/MAGI2/ADCY3/MAPK3/AKT1/SIPA1L3/PDGFRB/MAPK13/PARD6B/RAC2/F2R/ARAP3/THBS1/RASGRP3/FGF8 27 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 4/848 20/8135 0.1483 0.4464 0.3896 CSGALNACT1/XYLT1/XYLT2/CHST11 4 KEGG hsa05221 Acute myeloid leukemia 10/848 67/8135 0.1555 0.4638 0.4048 AKT2/PIK3R1/RPS6KB2/MAPK3/CD14/SOS2/AKT1/RARA/MTOR/BCL2A1 10 KEGG hsa00500 Starch and sucrose metabolism 6/848 36/8135 0.1667 0.4926 0.43 G6PC/MGAM/PGM1/GANC/HK2/GYG1 6 KEGG hsa01232 Nucleotide metabolism 12/848 85/8135 0.1712 0.5004 0.4368 AK8/RRM2/TYMS/UPP1/ASMTL/AMPD2/AK4/CMPK2/DGUOK/APRT/TK1/NT5C3A 12 KEGG hsa04714 Thermogenesis 29/848 232/8135 0.1724 0.5004 0.4368 ARID1B/RPTOR/NDUFS7/RPS6KB2/RPS6KA2/ARID1A/SMARCC2/AKT1S1/TSC2/PRKG1/MLST8/ADCY3/NDUFV1/SMARCC1/SOS2/MTOR/COX16/MAPK13/RPS6KA3/PRKAA2/NDUFA4/NDUFA10/ZNF516/NDUFA7/COX6C/NDUFB7/NDUFA12/NDUFS8/SLC25A29 29 KEGG hsa05164 Influenza A 22/848 171/8135 0.1749 0.5025 0.4386 AKT2/PIK3R1/CREBBP/NXF1/CDK6/PABPN1L/EP300/RSAD2/HNRNPUL1/TNFRSF10B/NXF3/MAPK3/SLC25A5/TPSB2/AKT1/JAK1/SLC25A6/OAS2/OAS3/CPSF4L/MX1/EIF2AK2 22 KEGG hsa04657 IL-17 signaling pathway 13/848 94/8135 0.1772 0.5025 0.4386 FOSB/ANAPC5/JUND/FOS/JUN/CXCL1/LCN2/PTGS2/MAPK3/MAPK13/CEBPB/TAB3/S100A7 13 KEGG hsa04921 Oxytocin signaling pathway 20/848 154/8135 0.1777 0.5025 0.4386 MYL6B/NFATC3/GNAQ/GNAI2/FOS/JUN/CALM3/RGS2/PLCB1/CACNB4/ADCY3/PPP3CA/PTGS2/MAPK3/MYLK/PLA2G4A/ITPR2/PRKAA2/TRPM2/CACNA2D1 20 KEGG hsa05143 African trypanosomiasis 6/848 37/8135 0.1826 0.5099 0.4451 GNAQ/IDO2/HBB/PLCB1/TLR9/HBA2 6 KEGG hsa03022 Basal transcription factors 7/848 45/8135 0.1834 0.5099 0.4451 GTF2H2/TAF7/TAF3/TAF6/GTF2E1/TAF1/TAF4 7 KEGG hsa04934 Cushing syndrome 20/848 155/8135 0.1853 0.5108 0.4459 DVL1/AXIN1/ATF4/E2F1/GNAQ/GNAI2/WNT2B/CDK6/CCNE1/CRHR2/SCARB1/APC2/E2F2/PLCB1/ADCY3/MAPK3/ITPR2/APC/KMT2D/DVL2 20 KEGG hsa05162 Measles 18/848 139/8135 0.1965 0.5372 0.469 AKT2/PIK3R1/IRAK1/CDK6/FOS/JUN/CCNE1/MSN/CBLB/EIF2AK4/AKT1/JAK1/TLR9/OAS2/OAS3/BCL2L1/MX1/EIF2AK2 18 KEGG hsa04062 Chemokine signaling pathway 24/848 192/8135 0.1997 0.5403 0.4716 AKT2/CX3CR1/GNAQ/PIK3R1/XCL1/GNAI2/CCR2/XCL2/PLCB1/CXCL1/ADCY3/MAPK3/SOS2/AKT1/CCL28/CX3CL1/GNGT2/RAC2/GNB3/DOCK2/GNG2/GNG10/GNG5/GNB2 24 KEGG hsa04114 Oocyte meiosis 17/848 131/8135 0.2025 0.5403 0.4716 CPEB4/ANAPC5/IGF1R/RPS6KA2/PPP2R5E/CCNE1/MAD1L1/CALM3/ADCY3/PPP3CA/PPP2R5D/MAPK3/ITPR2/SKP1/MAPK13/RPS6KA3/PKMYT1 17 KEGG hsa04540 Gap junction 12/848 88/8135 0.2026 0.5403 0.4716 TUBA1C/TUBB4B/GNAQ/GNAI2/TUBA1A/PRKG1/PLCB1/ADCY3/MAPK3/SOS2/ITPR2/PDGFRB 12 KEGG hsa00310 Lysine degradation 9/848 63/8135 0.2059 0.5446 0.4754 COLGALT2/ALDH3A2/GCDH/ASH1L/NSD1/HADH/DHTKD1/KMT2D/TMLHE 9 KEGG hsa04070 Phosphatidylinositol signaling system 13/848 97/8135 0.2075 0.5446 0.4754 PIP5K1B/PIK3R1/IMPA2/PI4KA/CALM3/PLCB1/INPP1/ITPKC/INPP5A/CDS2/PIP5K1C/ITPR2/PLCD1 13 KEGG hsa05014 Amyotrophic lateral sclerosis 43/848 364/8135 0.2097 0.5459 0.4765 ATF4/TUBA1C/TUBB4B/NUP153/POM121/NUP210/NDUFS7/TUBA1A/NXF1/SMCR8/NUP210L/UBQLN1/TPR/GPX2/DNAH1/PSMD8/ACTR1B/ATG14/VCP/ATXN2/NXF3/DNAL1/NDUFV1/PPP3CA/HNRNPA1L2/MTOR/DNAH10/MAPK13/NDUFA4/NDUFA10/PSMB7/MAP1LC3B2/NDUFA7/COX6C/BCL2L1/DCTN1/ANXA7/NDUFB7/NDUFA12/C9orf72/NDUFS8/NUP160/HNRNPA2B1 43 KEGG hsa03060 Protein export 4/848 23/8135 0.2132 0.5473 0.4778 SEC62/SRP14/SEC61G/SRP9 4 KEGG hsa04211 Longevity regulating pathway 12/848 89/8135 0.2136 0.5473 0.4778 ATF4/RPTOR/AKT2/PIK3R1/IGF1R/RPS6KB2/AKT1S1/TSC2/ADCY3/AKT1/MTOR/PRKAA2 12 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 19/848 150/8135 0.2157 0.5486 0.4789 ATF4/AKT2/GNAQ/GNAI2/PPP2R5E/TPM4/CALM3/SLC8A1/PLCB1/CACNB4/ADCY3/PPP2R5D/MAPK3/AKT1/MAPK13/PPP2R2B/ATP2A1/CACNA2D1/RPS6KA5 19 KEGG hsa00564 Glycerophospholipid metabolism 13/848 98/8135 0.2181 0.5504 0.4804 AGPAT1/MBOAT1/ETNPPL/LCAT/PCYT2/CDS2/LPCAT1/PLA2G4A/AGPAT2/PLD1/PLA2G2C/LPCAT4/PCYT1B 13 KEGG hsa04923 Regulation of lipolysis in adipocytes 8/848 56/8135 0.2245 0.562 0.4906 AKT2/PIK3R1/GNAI2/PDE3B/PRKG1/ADCY3/PTGS2/AKT1 8 KEGG hsa00562 Inositol phosphate metabolism 10/848 73/8135 0.2262 0.562 0.4906 PIP5K1B/IMPA2/PI4KA/PLCB1/INPP1/ITPKC/INPP5A/PIP5K1C/PLCD1/MINPP1 10 KEGG hsa04977 Vitamin digestion and absorption 4/848 24/8135 0.2363 0.5811 0.5072 LRAT/SCARB1/SLC5A6/TCN2 4 KEGG hsa04110 Cell cycle 16/848 126/8135 0.2374 0.5811 0.5072 E2F1/ABL1/ANAPC5/CREBBP/CDK6/EP300/CCNE1/MAD1L1/CDKN2D/E2F2/STAG1/RBL1/SKP1/CDKN1C/PCNA/PKMYT1 16 KEGG hsa01212 Fatty acid metabolism 8/848 57/8135 0.2392 0.5811 0.5072 TECR/PPT1/SCD/HADH/SCP2/ELOVL6/ACADVL/ACSBG2 8 KEGG hsa05222 Small cell lung cancer 12/848 92/8135 0.248 0.5982 0.5221 E2F1/AKT2/PIK3R1/CDK6/CKS1B/CCNE1/E2F2/PTGS2/AKT1/BCL2L1/DDB2/COL4A1 12 KEGG hsa03410 Base excision repair 5/848 33/8135 0.2569 0.6096 0.5322 HMGB1/LIG1/OGG1/POLD4/PCNA 5 KEGG hsa00120 Primary bile acid biosynthesis 3/848 17/8135 0.2581 0.6096 0.5322 AMACR/SCP2/ACOT8 3 KEGG hsa04932 Non-alcoholic fatty liver disease 19/848 155/8135 0.2603 0.6096 0.5322 ATF4/AKT2/PIK3R1/NDUFS7/FOS/JUN/MAP3K11/NDUFV1/AKT1/MLXIP/MAPK13/PRKAA2/NDUFA4/NDUFA10/NDUFA7/COX6C/NDUFB7/NDUFA12/NDUFS8 19 KEGG hsa04810 Regulation of actin cytoskeleton 26/848 218/8135 0.2609 0.6096 0.5322 IQGAP2/ITGA4/GIT1/PIP5K1B/WASL/ARPC3/PIK3R1/MYL12A/MSN/APC2/WASF2/SSH1/BAIAP2/MAPK3/SOS2/MYLK/PIP5K1C/ARPC2/APC/PDGFRB/ARHGEF1/RAC2/F2R/ARHGEF6/ACTN4/FGF8 26 KEGG hsa05144 Malaria 7/848 50/8135 0.2621 0.6096 0.5322 KLRK1/THBS3/HBB/GYPC/TLR9/HBA2/THBS1 7 KEGG hsa05133 Pertussis 10/848 76/8135 0.2655 0.6132 0.5353 IRAK1/GNAI2/FOS/IL23A/JUN/CALM3/MAPK3/CD14/MAPK13/SERPING1 10 KEGG hsa04610 Complement and coagulation cascades 11/848 85/8135 0.2692 0.6139 0.5359 C5AR1/CD55/CFD/VWF/C3AR1/F2R/CD59/CLU/CPB2/THBD/SERPING1 11 KEGG hsa04510 Focal adhesion 24/848 201/8135 0.2695 0.6139 0.5359 AKT2/ITGA4/FLT4/PIP5K1B/PIK3R1/IGF1R/THBS3/MYL12A/JUN/VWF/TNXB/RAPGEF1/MAPK3/SOS2/MYLK/PIP5K1C/AKT1/PDGFRB/COL9A1/RAC2/PDPK1/THBS1/ACTN4/COL4A1 24 KEGG hsa05169 Epstein-Barr virus infection 24/848 202/8135 0.2778 0.627 0.5473 E2F1/AKT2/USP7/PIK3R1/IRAK1/CDK6/ISG15/JUN/CCNE1/NCOR2/NEDD4/PSMD8/RUNX3/E2F2/MAP2K7/AKT1/JAK1/MAPK13/OAS2/OAS3/CALR/HLA-G/DDB2/EIF2AK2 24 KEGG hsa04390 Hippo signaling pathway 19/848 157/8135 0.2791 0.627 0.5473 DVL1/AXIN1/AMH/WWTR1/SCRIB/WNT2B/AMOT/LLGL1/APC2/LLGL2/TGFBR1/APC/PARD6B/CTNNA1/BMP7/PPP2R2B/DVL2/GDF5/RASSF1 19 KEGG hsa04730 Long-term depression 8/848 60/8135 0.2851 0.6274 0.5477 GNAQ/IGF1R/GNAI2/PRKG1/PLCB1/MAPK3/PLA2G4A/ITPR2 8 KEGG hsa00511 Other glycan degradation 3/848 18/8135 0.2876 0.6274 0.5477 GBA2/GLB1/AGA 3 KEGG hsa00071 Fatty acid degradation 6/848 43/8135 0.2886 0.6274 0.5477 ALDH3A2/ECI1/GCDH/HADH/ACADVL/ACSBG2 6 KEGG hsa04975 Fat digestion and absorption 6/848 43/8135 0.2886 0.6274 0.5477 AGPAT1/SCARB1/SLC27A4/AGPAT2/PLA2G2C/SLC27A1 6 KEGG hsa05132 Salmonella infection 29/848 249/8135 0.2897 0.6274 0.5477 AKT2/TUBA1C/TUBB4B/WASL/ARPC3/IRAK1/TUBA1A/MYL12A/FOS/JUN/PLEKHM1/ACTR1B/TNFRSF10B/RILP/MAP2K7/MAPK3/CD14/AKT1/TLR9/ARPC2/SKP1/MAPK13/VPS16/RHOH/TAB3/DCTN1/PLEKHM2/DYNLRB1/ARF6 29 KEGG hsa04020 Calcium signaling pathway 28/848 240/8135 0.2908 0.6274 0.5477 FLT4/CYSLTR2/GNAQ/SPHK2/ADORA2B/CALM3/SLC8A1/PLCB1/ADCY3/ITPKC/PPP3CA/SLC25A5/VDAC3/MYLK/SLC25A6/ITPR2/PDGFRB/F2R/PHKA2/ATP2A1/PLCD1/SPHK1/HRH2/CHRNA7/GNAL/HRH1/LTB4R2/FGF8 28 KEGG hsa00600 Sphingolipid metabolism 7/848 52/8135 0.2959 0.6343 0.5537 SPTLC3/SPHK2/GBA2/CERS6/GLB1/SPHK1/CERS2 7 KEGG hsa05230 Central carbon metabolism in cancer 9/848 70/8135 0.3043 0.6422 0.5606 AKT2/PIK3R1/MAPK3/AKT1/MTOR/PDGFRB/PKM/SIRT3/HK2 9 KEGG hsa03018 RNA degradation 10/848 79/8135 0.3067 0.6422 0.5606 TOB2/EXOSC6/MPHOSPH6/BTG2/PABPC1/PABPC4/CNOT10/DCP1B/PNPT1/EXOSC5 10 KEGG hsa00062 Fatty acid elongation 4/848 27/8135 0.3086 0.6422 0.5606 TECR/PPT1/HADH/ELOVL6 4 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 4/848 27/8135 0.3086 0.6422 0.5606 TECR/SCD/SCP2/ELOVL6 4 KEGG hsa04120 Ubiquitin mediated proteolysis 17/848 142/8135 0.3094 0.6422 0.5606 UBC/HERC3/UBE2J1/ANAPC5/UBE3A/SIAH1/CBL/UBE2M/NEDD4/CUL7/CBLB/DDB1/SKP1/HERC1/STUB1/UBB/DDB2 17 KEGG hsa03030 DNA replication 5/848 36/8135 0.3199 0.6599 0.576 POLA2/LIG1/DNA2/POLD4/PCNA 5 KEGG hsa04659 Th17 cell differentiation 13/848 108/8135 0.3344 0.6855 0.5983 NFATC3/STAT6/FOS/IL23A/JUN/PPP3CA/TBX21/MAPK3/TGFBR1/RARA/JAK1/MTOR/MAPK13 13 KEGG hsa04930 Type II diabetes mellitus 6/848 46/8135 0.3458 0.6943 0.6061 PIK3R1/SOCS4/MAPK3/MTOR/PKM/HK2 6 KEGG hsa00100 Steroid biosynthesis 3/848 20/8135 0.3473 0.6943 0.6061 CYP2R1/CYP51A1/HSD17B7 3 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 12/848 100/8135 0.3479 0.6943 0.6061 AKT2/PIK3R1/JUN/PLCB1/NOX4/MAPK3/AKT1/TGFBR1/MAPK13/PLCD1/THBD/COL4A1 12 KEGG hsa05032 Morphine addiction 11/848 91/8135 0.3488 0.6943 0.6061 GABRR2/GNAI2/PDE3B/ADCY3/GNGT2/GNB3/GABRB1/GNG2/GNG10/GNG5/GNB2 11 KEGG hsa04929 GnRH secretion 8/848 64/8135 0.3493 0.6943 0.6061 AKT2/GNAQ/PIK3R1/PLCB1/MAPK3/AKT1/ITPR2/GNRH2 8 KEGG hsa00514 Other types of O-glycan biosynthesis 6/848 47/8135 0.3651 0.7214 0.6297 COLGALT2/B4GALT3/POMT1/POFUT1/MFNG/GALNT2 6 KEGG hsa00030 Pentose phosphate pathway 4/848 30/8135 0.3826 0.7516 0.656 PRPS1/RPIA/H6PD/PGM1 4 KEGG hsa04974 Protein digestion and absorption 12/848 103/8135 0.3872 0.7559 0.6598 COL18A1/SLC7A7/COL17A1/SLC8A1/SLC7A8/SLC36A3/COL9A1/CELA2B/COL13A1/CPB2/COL4A1/SLC15A1 12 KEGG hsa04650 Natural killer cell mediated cytotoxicity 15/848 131/8135 0.3905 0.758 0.6616 NCR3/PIK3R1/KLRK1/FCER1G/SH3BP2/KIR2DL1/ULBP2/TNFRSF10B/PPP3CA/MAPK3/SOS2/KLRD1/RAC2/KIR2DS4/HLA-G 15 KEGG hsa00240 Pyrimidine metabolism 7/848 58/8135 0.4013 0.7701 0.6723 RRM2/TYMS/UPP1/ASMTL/CMPK2/TK1/NT5C3A 7 KEGG hsa00565 Ether lipid metabolism 6/848 49/8135 0.4038 0.7701 0.6723 LPCAT1/PLA2G4A/ENPP6/PLD1/PLA2G2C/LPCAT4 6 KEGG hsa05030 Cocaine addiction 6/848 49/8135 0.4038 0.7701 0.6723 ATF4/FOSB/GRIN3B/GNAI2/JUN/GRM2 6 KEGG hsa04670 Leukocyte transendothelial migration 13/848 114/8135 0.4096 0.7707 0.6727 OCLN/ITGA4/CLDN6/PIK3R1/GNAI2/MYL12A/MSN/MAPK13/CTNNA1/RAC2/RHOH/ACTN4/CLDN10 13 KEGG hsa04936 Alcoholic liver disease 16/848 142/8135 0.4101 0.7707 0.6727 C5AR1/AKT2/ALDH3A2/SCD/IRAK1/TRA2A/CXCL1/NOX4/MAP2K7/CD14/AKT1/MAPK13/PRKAA2/C3AR1/ACADVL/TAB3 16 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 9/848 77/8135 0.4112 0.7707 0.6727 ITGA4/SLC8A1/CACNB4/SGCA/LMNA/CTNNA1/DSP/ATP2A1/CACNA2D1 9 KEGG hsa04141 Protein processing in endoplasmic reticulum 19/848 171/8135 0.4201 0.7819 0.6826 ATF4/UBE2J1/RAD23B/MOGS/SEC62/UBQLN1/STT3B/VCP/EIF2AK4/MAP2K7/RPN1/MBTPS1/SKP1/CALR/STUB1/SEC61G/EIF2AK2/FBXO6/SVIP 19 KEGG hsa05110 Vibrio cholerae infection 6/848 50/8135 0.4232 0.7819 0.6826 ADCY3/KDELR1/ATP6V1E2/ATP6V0A2/SEC61G/ATP6V0E1 6 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 12/848 106/8135 0.4268 0.7819 0.6826 ATF4/GNAQ/GNAI2/JUND/FOS/PLCB1/ADCY3/MAPK3/ITPR2/HBEGF/ARHGEF1/PLD1 12 KEGG hsa03440 Homologous recombination 5/848 41/8135 0.4274 0.7819 0.6826 UIMC1/POLD4/TOP3B/RAD51D/TOP3A 5 KEGG hsa04924 Renin secretion 8/848 69/8135 0.4315 0.7819 0.6826 GNAQ/GNAI2/CALM3/PDE3B/PLCB1/PPP3CA/ITPR2/KCNMA1 8 KEGG hsa05031 Amphetamine addiction 8/848 69/8135 0.4315 0.7819 0.6826 ATF4/FOSB/GRIN3B/FOS/JUN/CALM3/PPP3CA/STX1A 8 KEGG hsa00515 Mannose type O-glycan biosynthesis 3/848 23/8135 0.4354 0.7828 0.6833 B4GALT3/FKRP/POMT1 3 KEGG hsa05416 Viral myocarditis 7/848 60/8135 0.4367 0.7828 0.6833 CD55/ABL1/EIF4G2/EIF4G1/SGCA/RAC2/HLA-G 7 KEGG hsa04913 Ovarian steroidogenesis 6/848 51/8135 0.4424 0.7887 0.6884 IGF1R/SCARB1/ADCY3/PTGS2/PLA2G4A/HSD17B7 6 KEGG hsa04917 Prolactin signaling pathway 8/848 70/8135 0.4479 0.7898 0.6895 AKT2/PIK3R1/SOCS4/FOS/MAPK3/SOS2/AKT1/MAPK13 8 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 8/848 70/8135 0.4479 0.7898 0.6895 GIT1/JUN/CXCL1/MAPK13/HBEGF/ATP6V1E2/ATP6V0A2/ATP6V0E1 8 KEGG hsa05207 Chemical carcinogenesis - receptor activation 23/848 212/8135 0.4524 0.7935 0.6927 ATF4/E2F1/AKT2/GSTA4/PIK3R1/GNAI2/RPS6KB2/RPS6KA2/FOS/EPHX1/JUN/GSTM1/NOTCH2/ADCY3/KLF4/MAPK3/SOS2/AKT1/MGST3/MTOR/RPS6KA3/CHRNA7/FGF8 23 KEGG hsa05415 Diabetic cardiomyopathy 22/848 203/8135 0.457 0.7974 0.696 AKT2/CTSD/PIK3R1/NDUFS7/PLCB1/NDUFV1/SLC25A5/VDAC3/AKT1/TGFBR1/SLC25A6/MTOR/MAPK13/NDUFA4/NDUFA10/RAC2/NDUFA7/COX6C/ATP2A1/NDUFB7/NDUFA12/NDUFS8 22 KEGG hsa05010 Alzheimer disease 41/848 384/8135 0.4598 0.7979 0.6965 DVL1/AXIN1/ATF4/AKT2/TUBA1C/TUBB4B/GNAQ/PIK3R1/NDUFS7/TUBA1A/WNT2B/CALM3/APC2/PSMD8/PLCB1/ATG14/NOX4/MAP2K7/NDUFV1/PPP3CA/PTGS2/MAPK3/SLC25A5/VDAC3/AKT1/SLC25A6/MTOR/ITPR2/APC/NDUFA4/NDUFA10/PSMB7/NDUFA7/DVL2/COX6C/ATP2A1/NDUFB7/NDUFA12/CHRNA7/NDUFS8/EIF2AK2 41 KEGG hsa04066 HIF-1 signaling pathway 12/848 109/8135 0.4664 0.8052 0.7029 AKT2/MKNK2/PIK3R1/IGF1R/ANGPT1/CREBBP/RPS6KB2/EP300/MAPK3/AKT1/MTOR/HK2 12 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 11/848 100/8135 0.473 0.8089 0.7061 IL24/CX3CR1/XCL1/IL10RB/CCR2/XCL2/CXCL1/TNFRSF10B/CCL28/CX3CL1/LTA 11 KEGG hsa00730 Thiamine metabolism 2/848 15/8135 0.4735 0.8089 0.7061 AK8/AK4 2 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 6/848 53/8135 0.4805 0.8166 0.7128 AP2M1/GNAQ/SLC8A1/PLCB1/AP2A2/AP2A1 6 KEGG hsa05418 Fluid shear stress and atherosclerosis 15/848 139/8135 0.4845 0.8186 0.7146 AKT2/GSTA4/KLF2/PIK3R1/FOS/JUN/GSTM1/CALM3/MAP2K7/AKT1/MGST3/MAPK13/PRKAA2/RAC2/THBD 15 KEGG hsa04916 Melanogenesis 11/848 101/8135 0.4867 0.8186 0.7146 DVL1/GNAQ/GNAI2/CREBBP/WNT2B/EP300/CALM3/PLCB1/ADCY3/MAPK3/DVL2 11 KEGG hsa05217 Basal cell carcinoma 7/848 63/8135 0.4892 0.8187 0.7146 DVL1/AXIN1/WNT2B/APC2/APC/DVL2/DDB2 7 KEGG hsa00360 Phenylalanine metabolism 2/848 16/8135 0.5085 0.8423 0.7353 AOC3/AOC2 2 KEGG hsa05012 Parkinson disease 28/848 266/8135 0.5085 0.8423 0.7353 UBC/ATF4/UBE2J1/TUBA1C/TUBB4B/NDUFS7/GNAI2/TUBA1A/CALM3/PSMD8/HTRA2/NDUFV1/SLC25A5/VDAC3/SLC25A6/ITPR2/NDUFA4/NDUFA10/PSMB7/NDUFA7/COX6C/BCL2L1/GPR37/UBB/NDUFB7/NDUFA12/NDUFS8/GNAL 28 KEGG hsa04620 Toll-like receptor signaling pathway 11/848 104/8135 0.5272 0.869 0.7586 AKT2/PIK3R1/IRAK1/FOS/JUN/MAP2K7/MAPK3/CD14/AKT1/TLR9/MAPK13 11 KEGG hsa04270 Vascular smooth muscle contraction 14/848 134/8135 0.5387 0.8835 0.7712 MYL6B/GNAQ/ADORA2B/CALM3/PRKG1/PLCB1/ADCY3/MAPK3/MYLK/PLA2G4A/ITPR2/ARHGEF1/KCNMA1/PLA2G2C 14 KEGG hsa04971 Gastric acid secretion 8/848 76/8135 0.5439 0.8849 0.7724 GNAQ/GNAI2/CALM3/PLCB1/ADCY3/MYLK/ITPR2/HRH2 8 KEGG hsa04966 Collecting duct acid secretion 3/848 27/8135 0.545 0.8849 0.7724 ATP6V1E2/ATP6V0A2/ATP6V0E1 3 KEGG hsa01250 Biosynthesis of nucleotide sugars 4/848 37/8135 0.548 0.8855 0.7729 PGM1/GALK2/PMM1/HK2 4 KEGG hsa04621 NOD-like receptor signaling pathway 19/848 184/8135 0.554 0.8905 0.7774 NLRP1/JUN/GABARAPL1/GABARAP/PLCB1/CXCL1/MAPK3/VDAC3/JAK1/ITPR2/MAPK13/TRPM2/OAS2/OAS3/MAP1LC3B2/DEFA4/BCL2L1/NLRP7/TAB3 19 KEGG hsa05100 Bacterial invasion of epithelial cells 8/848 77/8135 0.5593 0.8905 0.7774 WASL/ARPC3/PIK3R1/CBL/WASF2/GAB1/ARPC2/CTNNA1 8 KEGG hsa05140 Leishmaniasis 8/848 77/8135 0.5593 0.8905 0.7774 ITGA4/IRAK1/FOS/JUN/PTGS2/MAPK3/JAK1/MAPK13 8 KEGG hsa05417 Lipid and atherosclerosis 22/848 215/8135 0.5709 0.8983 0.7841 ATF4/AKT2/MIB2/NFATC3/PIK3R1/IRAK1/FOS/JUN/CALM3/PLCB1/CXCL1/TNFRSF10B/MAP2K7/PPP3CA/MAPK3/CD14/AKT1/MAPK13/POU2F2/ARHGEF1/PDPK1/BCL2L1 22 KEGG hsa00480 Glutathione metabolism 6/848 58/8135 0.5715 0.8983 0.7841 GSTA4/RRM2/GSTM1/GPX2/GGCT/MGST3 6 KEGG hsa04612 Antigen processing and presentation 8/848 78/8135 0.5745 0.8983 0.7841 IFI30/NFYA/KIR2DL1/PSME3/KLRD1/CALR/KIR2DS4/HLA-G 8 KEGG hsa03040 Spliceosome 15/848 147/8135 0.5756 0.8983 0.7841 DDX5/SNRPD3/SF3A3/SF3B1/SF3A1/SF3A2/TRA2A/DDX46/DDX39B/HNRNPA1L2/PRPF38B/RBM17/HNRNPC/PRPF38A/SNRPD2 15 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 10/848 98/8135 0.5779 0.8983 0.7841 GNAQ/PIK3R1/ALOX12/CALM3/PLCB1/ADCY3/PLA2G4A/ITPR2/MAPK13/HRH1 10 KEGG hsa05410 Hypertrophic cardiomyopathy 9/848 90/8135 0.604 0.9302 0.812 ITGA4/TPM4/SLC8A1/CACNB4/SGCA/LMNA/PRKAA2/ATP2A1/CACNA2D1 9 KEGG hsa00983 Drug metabolism - other enzymes 8/848 80/8135 0.6041 0.9302 0.812 GSTA4/RRM2/GSTM1/UPP1/MGST3/NAT1/CES1/TK1 8 KEGG hsa05033 Nicotine addiction 4/848 40/8135 0.6115 0.9341 0.8154 GABRR2/GRIN3B/GABRB1/CHRNA7 4 KEGG hsa00020 Citrate cycle (TCA cycle) 3/848 30/8135 0.6185 0.9341 0.8154 SUCLG2/IDH3B/MDH1 3 KEGG hsa01523 Antifolate resistance 3/848 30/8135 0.6185 0.9341 0.8154 TYMS/ALOX12/FOLR3 3 KEGG hsa00590 Arachidonic acid metabolism 6/848 61/8135 0.6221 0.9341 0.8154 ALOX12/GPX2/TBXAS1/PTGS2/PLA2G4A/PLA2G2C 6 KEGG hsa04024 cAMP signaling pathway 22/848 221/8135 0.6248 0.9341 0.8154 AMH/AKT2/GRIN3B/PIK3R1/GNAI2/CREBBP/FOS/EP300/JUN/CRHR2/CALM3/PDE3B/ADCY3/MAPK3/AKT1/HCAR3/PLD1/RAC2/F2R/HTR1D/ATP2A1/ARAP3 22 KEGG hsa05206 MicroRNAs in cancer 31/848 310/8135 0.6267 0.9341 0.8154 E2F1/RPTOR/MIR23A/DDIT4/MCL1/ABL1/PIK3R1/MIR27A/CREBBP/CDK6/EP300/CCNE1/APC2/E2F2/TNXB/NOTCH2/PTGS2/MAPK3/DNMT3A/SOS2/FSCN1/MTOR/SLC7A1/APC/PDGFRB/ZEB1/NOTCH1/HDAC5/THBS1/RPS6KA5/RASSF1 31 KEGG hsa04145 Phagosome 15/848 152/8135 0.6293 0.9341 0.8154 TUBA1C/TUBB4B/TUBA1A/THBS3/COLEC11/SCARB1/RILP/CD14/ATP6V1E2/CALR/HLA-G/ATP6V0A2/SEC61G/THBS1/ATP6V0E1 15 KEGG hsa05146 Amoebiasis 10/848 102/8135 0.63 0.9341 0.8154 GNAQ/PIK3R1/CD1D/PLCB1/CXCL1/CD14/ACTN4/GNAL/SERPINB10/COL4A1 10 KEGG hsa00670 One carbon pool by folate 2/848 20/8135 0.6323 0.9341 0.8154 MTHFD2/TYMS 2 KEGG hsa01240 Biosynthesis of cofactors 15/848 153/8135 0.6396 0.9387 0.8194 PDXK/AK8/MTHFD2/PPOX/ALDH3A2/IDO2/PHOSPHO2/AK4/CMPK2/PMM1/EARS2/SPR/HAAO/ALAD/VKORC1 15 KEGG hsa00410 beta-Alanine metabolism 3/848 31/8135 0.6411 0.9387 0.8194 AOC3/ALDH3A2/AOC2 3 KEGG hsa00190 Oxidative phosphorylation 13/848 134/8135 0.6508 0.9488 0.8282 NDUFS7/LHPP/NDUFV1/NDUFA4/ATP6V1E2/NDUFA10/NDUFA7/COX6C/ATP6V0A2/NDUFB7/ATP6V0E1/NDUFA12/NDUFS8 13 KEGG hsa00770 Pantothenate and CoA biosynthesis 2/848 21/8135 0.6591 0.9566 0.835 VNN1/ALDH3A2 2 KEGG hsa03320 PPAR signaling pathway 7/848 75/8135 0.6778 0.9645 0.8419 UBC/SCD/SLC27A4/SCP2/PDPK1/ACSBG2/SLC27A1 7 KEGG hsa05414 Dilated cardiomyopathy 9/848 96/8135 0.6818 0.9645 0.8419 ITGA4/TPM4/SLC8A1/CACNB4/ADCY3/SGCA/LMNA/ATP2A1/CACNA2D1 9 KEGG hsa00051 Fructose and mannose metabolism 3/848 33/8135 0.6835 0.9645 0.8419 PFKFB2/PMM1/HK2 3 KEGG hsa04927 Cortisol synthesis and secretion 6/848 65/8135 0.684 0.9645 0.8419 ATF4/GNAQ/SCARB1/PLCB1/ADCY3/ITPR2 6 KEGG hsa00900 Terpenoid backbone biosynthesis 2/848 22/8135 0.6844 0.9645 0.8419 PCYOX1/HMGCR 2 KEGG hsa04911 Insulin secretion 8/848 86/8135 0.686 0.9645 0.8419 ATF4/GNAQ/PLCB1/ADCY3/STX1A/VAMP2/KCNMA1/RAB3A 8 KEGG hsa04962 Vasopressin-regulated water reabsorption 4/848 44/8135 0.6871 0.9645 0.8419 ARHGDIB/ADCY3/VAMP2/DCTN1 4 KEGG hsa00230 Purine metabolism 12/848 128/8135 0.6949 0.9645 0.8419 PAICS/AK8/PRPS1/NUDT5/RRM2/PDE3B/AMPD2/AK4/ADCY3/PGM1/DGUOK/APRT 12 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 1/848 11/8135 0.7023 0.9645 0.8419 VKORC1 1 KEGG hsa03020 RNA polymerase 3/848 34/8135 0.7032 0.9645 0.8419 POLR2F/POLR2J3/POLR3E 3 KEGG hsa02010 ABC transporters 4/848 45/8135 0.7043 0.9645 0.8419 ABCB10/ABCC9/ABCA4/ABCA7 4 KEGG hsa04340 Hedgehog signaling pathway 5/848 56/8135 0.7078 0.9645 0.8419 SPOPL/KIF3A/MEGF8/HHATL/DHH 5 KEGG hsa04964 Proximal tubule bicarbonate reclamation 2/848 23/8135 0.7081 0.9645 0.8419 SLC25A10/MDH1 2 KEGG hsa04512 ECM-receptor interaction 8/848 88/8135 0.7108 0.9645 0.8419 ITGA4/THBS3/VWF/TNXB/COL9A1/THBS1/AGRN/COL4A1 8 KEGG hsa00010 Glycolysis / Gluconeogenesis 6/848 67/8135 0.7123 0.9645 0.8419 ALDH3A2/G6PC/PGM1/PKM/MINPP1/HK2 6 KEGG hsa05020 Prion disease 26/848 273/8135 0.7189 0.9645 0.8419 ATF4/TUBA1C/TUBB4B/GRIN3B/PIK3R1/NDUFS7/TUBA1A/PSMD8/NDUFV1/PPP3CA/MAPK3/SLC25A5/VDAC3/SLC25A6/ITPR2/MAPK13/NOTCH1/NDUFA4/NDUFA10/PSMB7/RAC2/NDUFA7/COX6C/NDUFB7/NDUFA12/NDUFS8 26 KEGG hsa04360 Axon guidance 17/848 182/8135 0.7212 0.9645 0.8419 EPHA1/ABL1/NFATC3/PIK3R1/GNAI2/MYL12A/LRIG2/SSH1/PPP3CA/MAPK3/EPHB1/PARD6B/BMP7/RAC2/PDPK1/SEMA6C/PLXNA2 17 KEGG hsa05202 Transcriptional misregulation in cancer 18/848 193/8135 0.7276 0.9645 0.8419 DDX5/PBX3/JMJD1C/CDK9/IGF1R/BAIAP3/TFE3/CD14/RARA/CCNT1/BCL2A1/ZEB1/LDB1/CEBPB/DEFA4/BCL2L1/ERG/DDB2 18 KEGG hsa04920 Adipocytokine signaling pathway 6/848 69/8135 0.7389 0.9645 0.8419 AKT2/G6PC/AKT1/MTOR/PRKAA2/ACSBG2 6 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 6/848 69/8135 0.7389 0.9645 0.8419 GSTA4/EPHX1/GSTM1/PTGS2/MGST3/NAT1 6 KEGG hsa00350 Tyrosine metabolism 3/848 36/8135 0.7398 0.9645 0.8419 AOC3/FAH/AOC2 3 KEGG hsa05205 Proteoglycans in cancer 19/848 205/8135 0.7414 0.9645 0.8419 DDX5/AKT2/PIK3R1/IGF1R/WNT2B/RPS6KB2/CBL/MSN/MAPK3/SOS2/AKT1/GAB1/MTOR/ITPR2/MAPK13/HBEGF/ARHGEF1/PDPK1/THBS1 19 KEGG hsa05145 Toxoplasmosis 10/848 112/8135 0.7437 0.9645 0.8419 AKT2/IRAK1/GNAI2/IL10RB/MAPK3/AKT1/JAK1/MAPK13/PDPK1/BCL2L1 10 KEGG hsa04972 Pancreatic secretion 9/848 102/8135 0.7495 0.9645 0.8419 GNAQ/PLCB1/ADCY3/ITPR2/KCNMA1/ATP2A1/PLA2G2C/CELA2B/CPB2 9 KEGG hsa00592 alpha-Linolenic acid metabolism 2/848 25/8135 0.7511 0.9645 0.8419 PLA2G4A/PLA2G2C 2 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 3/848 37/8135 0.7568 0.9645 0.8419 PIK3R1/MAPK3/PDPK1 3 KEGG hsa05216 Thyroid cancer 3/848 37/8135 0.7568 0.9645 0.8419 TPR/MAPK3/DDB2 3 KEGG hsa05034 Alcoholism 17/848 187/8135 0.7611 0.9645 0.8419 ATF4/FOSB/GRIN3B/HDAC7/HDAC9/GNAI2/ADORA2B/CALM3/MAPK3/SOS2/GNGT2/GNB3/HDAC5/GNG2/GNG10/GNG5/GNB2 17 KEGG hsa04978 Mineral absorption 5/848 60/8135 0.7637 0.9645 0.8419 MT2A/SLC8A1/TRPM6/ATP7B/MT1F 5 KEGG hsa04146 Peroxisome 7/848 82/8135 0.7649 0.9645 0.8419 CRAT/AMACR/HACL1/SCP2/PXMP4/ACOT8/PHYH 7 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 4/848 49/8135 0.7661 0.9645 0.8419 PGM1/GALK2/PMM1/HK2 4 KEGG hsa04672 Intestinal immune network for IgA production 4/848 49/8135 0.7661 0.9645 0.8419 ITGA4/MADCAM1/IL15RA/CCL28 4 KEGG hsa04970 Salivary secretion 8/848 93/8135 0.7671 0.9645 0.8419 GNAQ/CALM3/PRKG1/PLCB1/ADCY3/ITPR2/VAMP2/KCNMA1 8 KEGG hsa05323 Rheumatoid arthritis 8/848 93/8135 0.7671 0.9645 0.8419 ANGPT1/FOS/IL23A/JUN/CXCL1/ATP6V1E2/ATP6V0A2/ATP6V0E1 8 KEGG hsa04064 NF-kappa B signaling pathway 9/848 104/8135 0.7698 0.9645 0.8419 MALT1/IRAK1/CXCL1/PTGS2/CD14/BCL2A1/LTA/BCL2L1/TAB3 9 KEGG hsa00790 Folate biosynthesis 2/848 26/8135 0.7704 0.9645 0.8419 SPR/TPH2 2 KEGG hsa04979 Cholesterol metabolism 4/848 50/8135 0.7799 0.965 0.8424 LCAT/SCARB1/NPC1/VDAC3 4 KEGG hsa04613 Neutrophil extracellular trap formation 17/848 190/8135 0.7832 0.965 0.8424 C5AR1/AKT2/HDAC7/PIK3R1/HDAC9/HMGB1/VWF/PLCB1/MAPK3/SLC25A5/VDAC3/AKT1/SLC25A6/MTOR/MAPK13/RAC2/HDAC5 17 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 1/848 14/8135 0.7861 0.965 0.8424 B4GALT3 1 KEGG hsa05171 Coronavirus disease - COVID-19 21/848 232/8135 0.7863 0.965 0.8424 C5AR1/PIK3R1/CFD/IRAK1/FOS/ISG15/JUN/VWF/MAPK3/JAK1/RPL23A/MAPK13/HBEGF/RPL10/OAS2/OAS3/C3AR1/RPS5/MX1/EIF2AK2/RPS23 21 KEGG hsa04217 Necroptosis 14/848 159/8135 0.7865 0.965 0.8424 CHMP1B/STAT6/HMGB1/PGAM5/FAF1/TNFRSF10B/SLC25A5/VDAC3/JAK1/SLC25A6/PLA2G4A/USP21/EIF2AK2/STAT4 14 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 2/848 27/8135 0.7885 0.965 0.8424 B4GALT3/ABO 2 KEGG hsa00270 Cysteine and methionine metabolism 4/848 51/8135 0.793 0.9669 0.8441 AHCY/MRI1/DNMT3A/MDH1 4 KEGG hsa00650 Butanoate metabolism 2/848 28/8135 0.8052 0.9749 0.851 BDH1/HADH 2 KEGG hsa04918 Thyroid hormone synthesis 6/848 75/8135 0.8078 0.9749 0.851 ATF4/GNAQ/GPX2/PLCB1/ADCY3/ITPR2 6 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 1/848 15/8135 0.8085 0.9749 0.851 GLB1 1 KEGG hsa04260 Cardiac muscle contraction 7/848 87/8135 0.8158 0.9766 0.8525 SLC9A7/TPM4/SLC8A1/CACNB4/COX6C/ATP2A1/CACNA2D1 7 KEGG hsa00591 Linoleic acid metabolism 2/848 29/8135 0.8208 0.9766 0.8525 PLA2G4A/PLA2G2C 2 KEGG hsa04392 Hippo signaling pathway - multiple species 2/848 29/8135 0.8208 0.9766 0.8525 WWTR1/RASSF1 2 KEGG hsa05321 Inflammatory bowel disease 5/848 65/8135 0.8218 0.9766 0.8525 STAT6/IL23A/JUN/TBX21/STAT4 5 KEGG hsa05332 Graft-versus-host disease 3/848 42/8135 0.8284 0.9775 0.8533 KIR2DL1/KLRD1/HLA-G 3 KEGG hsa00430 Taurine and hypotaurine metabolism 1/848 16/8135 0.8285 0.9775 0.8533 FMO5 1 KEGG hsa00860 Porphyrin metabolism 3/848 43/8135 0.8404 0.9802 0.8556 PPOX/EARS2/ALAD 3 KEGG hsa04940 Type I diabetes mellitus 3/848 43/8135 0.8404 0.9802 0.8556 ICA1/LTA/HLA-G 3 KEGG hsa04060 Cytokine-cytokine receptor interaction 26/848 295/8135 0.8464 0.9802 0.8556 AMH/INHBA/IL13RA1/IL24/IL5RA/INHBC/CX3CR1/ACVR1B/XCL1/IL10RB/IL23A/IL15RA/TNFRSF18/CCR2/CSF3R/RELT/XCL2/IFNL1/CXCL1/TNFRSF10B/TGFBR1/CCL28/CX3CL1/BMP7/LTA/GDF5 26 KEGG hsa00910 Nitrogen metabolism 1/848 17/8135 0.8464 0.9802 0.8556 CA8 1 KEGG hsa04710 Circadian rhythm 2/848 31/8135 0.8487 0.9802 0.8556 SKP1/PRKAA2 2 KEGG hsa05310 Asthma 2/848 31/8135 0.8487 0.9802 0.8556 FCER1G/RNASE3 2 KEGG hsa05134 Legionellosis 4/848 57/8135 0.859 0.9856 0.8604 RAB1B/CXCL1/VCP/CD14 4 KEGG hsa04215 Apoptosis - multiple species 2/848 32/8135 0.8611 0.9856 0.8604 HTRA2/BCL2L1 2 KEGG hsa00061 Fatty acid biosynthesis 1/848 18/8135 0.8624 0.9856 0.8604 ACSBG2 1 KEGG hsa04622 RIG-I-like receptor signaling pathway 5/848 70/8135 0.8677 0.9882 0.8626 ISG15/RNF125/DDX3X/PIN1/MAPK13 5 KEGG hsa03050 Proteasome 3/848 46/8135 0.872 0.9896 0.8639 PSMD8/PSME3/PSMB7 3 KEGG hsa01210 2-Oxocarboxylic acid metabolism 1/848 19/8135 0.8768 0.9917 0.8657 IDH3B 1 KEGG hsa00620 Pyruvate metabolism 3/848 47/8135 0.8812 0.9932 0.867 ALDH3A2/MDH1/PKM 3 KEGG hsa00561 Glycerolipid metabolism 4/848 61/8135 0.8923 1 0.8729 AGPAT1/ALDH3A2/MBOAT1/AGPAT2 4 KEGG hsa04925 Aldosterone synthesis and secretion 7/848 98/8135 0.8973 1 0.8729 ATF4/GNAQ/CALM3/SCARB1/PLCB1/ADCY3/ITPR2 7 KEGG hsa00760 Nicotinate and nicotinamide metabolism 2/848 36/8135 0.9019 1 0.8729 SIRT2/SIRT3 2 KEGG hsa04640 Hematopoietic cell lineage 7/848 99/8135 0.9029 1 0.8729 ITGA4/CD55/IL5RA/CD1D/CSF3R/CD14/CD59 7 KEGG hsa01230 Biosynthesis of amino acids 5/848 75/8135 0.9033 1 0.8729 PRPS1/RPIA/IDH3B/PKM/ASL 5 KEGG hsa00220 Arginine biosynthesis 1/848 22/8135 0.9115 1 0.8729 ASL 1 KEGG hsa00340 Histidine metabolism 1/848 22/8135 0.9115 1 0.8729 ALDH3A2 1 KEGG hsa04976 Bile secretion 6/848 89/8135 0.9135 1 0.8729 EPHX1/SCARB1/AQP8/ADCY3/SLC4A5/HMGCR 6 KEGG hsa04514 Cell adhesion molecules 11/848 149/8135 0.919 1 0.8729 OCLN/ITGA4/CLDN6/MADCAM1/ICAM3/ALCAM/NFASC/HLA-G/NLGN3/CDH4/CLDN10 11 KEGG hsa01200 Carbon metabolism 8/848 115/8135 0.923 1 0.8729 PRPS1/RPIA/H6PD/SUCLG2/IDH3B/MDH1/PKM/HK2 8 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 4/848 66/8135 0.924 1 0.8729 GATC/EARS2/IARS2/VARS2 4 KEGG hsa00260 Glycine, serine and threonine metabolism 2/848 40/8135 0.9313 1 0.8729 AOC3/AOC2 2 KEGG hsa00830 Retinol metabolism 4/848 68/8135 0.9342 1 0.8729 CYP27C1/LRAT/CYP26C1/RDH5 4 KEGG hsa04216 Ferroptosis 2/848 41/8135 0.9372 1 0.8729 VDAC3/MAP1LC3B2 2 KEGG hsa04950 Maturity onset diabetes of the young 1/848 26/8135 0.9431 1 0.8729 HNF1A 1 KEGG hsa05150 Staphylococcus aureus infection 6/848 96/8135 0.9441 1 0.8729 C5AR1/CFD/KRT38/C3AR1/DEFA4/KRT23 6 KEGG hsa00982 Drug metabolism - cytochrome P450 4/848 72/8135 0.9509 1 0.8729 GSTA4/GSTM1/MGST3/FMO5 4 KEGG hsa04742 Taste transduction 5/848 86/8135 0.9535 1 0.8729 PLCB1/TAS2R60/GNB3/HTR1D/TAS1R3 5 KEGG hsa04744 Phototransduction 1/848 29/8135 0.9592 1 0.8729 CALM3 1 KEGG hsa00053 Ascorbate and aldarate metabolism 1/848 30/8135 0.9634 1 0.8729 ALDH3A2 1 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 1/848 30/8135 0.9634 1 0.8729 MDH1 1 KEGG hsa00280 Valine, leucine and isoleucine degradation 2/848 48/8135 0.967 1 0.8729 ALDH3A2/HADH 2 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 4/848 78/8135 0.9687 1 0.8729 GSTA4/EPHX1/GSTM1/MGST3 4 KEGG hsa00640 Propanoate metabolism 1/848 32/8135 0.9707 1 0.8729 SUCLG2 1 KEGG hsa03008 Ribosome biogenesis in eukaryotes 6/848 109/8135 0.9765 1 0.8729 REXO1/EIF6/NXF1/BMS1/NXF3/GNL3L 6 KEGG hsa00040 Pentose and glucuronate interconversions 1/848 34/8135 0.9765 1 0.8729 DCXR 1 KEGG hsa00512 Mucin type O-glycan biosynthesis 1/848 36/8135 0.9812 1 0.8729 GALNT2 1 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 1/848 37/8135 0.9831 1 0.8729 ASL 1 KEGG hsa05330 Allograft rejection 1/848 38/8135 0.9849 1 0.8729 HLA-G 1 KEGG hsa04623 Cytosolic DNA-sensing pathway 2/848 63/8135 0.9921 1 0.8729 POLR2F/POLR3E 2 KEGG hsa04080 Neuroactive ligand-receptor interaction 24/848 353/8135 0.9936 1 0.8729 C5AR1/GABRR2/GRIN3B/CYSLTR2/P2RY10/CRHR2/ADORA2B/UCN/GRIK4/PATE2/MLNR/NR3C1/C3AR1/F2R/HTR1D/SSTR4/GABRB1/GRM2/HRH2/CHRNA7/GNRH2/HRH1/GLP2R/LTB4R2 24 KEGG hsa00330 Arginine and proline metabolism 1/848 51/8135 0.9964 1 0.8729 ALDH3A2 1 KEGG hsa05320 Autoimmune thyroid disease 1/848 53/8135 0.9971 1 0.8729 HLA-G 1 KEGG hsa03010 Ribosome 7/848 158/8135 0.9982 1 0.8729 MRPL18/RPL23A/RPL10/MRPL4/RPS5/RPS23/MRPL36 7 KEGG hsa00140 Steroid hormone biosynthesis 1/848 61/8135 0.9988 1 0.8729 HSD17B7 1 KEGG hsa05322 Systemic lupus erythematosus 2/848 136/8135 1 1 0.8729 SNRPD3/ACTN4 2 KEGG hsa04740 Olfactory transduction 7/848 440/8135 1 1 0.8729 OR11A1/CALM3/SLC8A1/PRKG1/RGS2/ADCY3/GNAL 7