ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05321 Inflammatory bowel disease 37/2250 65/8135 6.252e-07 0.0001521 0.0001376 IL1B/IL18/IL21/IL10/IL17A/TNF/TLR4/FOXP3/HLA-DMA/STAT3/IL4R/IL2RG/IL12RB2/TGFB3/IL21R/RORC/HLA-DPA1/TLR2/HLA-DRA/NOD2/IL12RB1/IL18R1/JUN/STAT4/MAF/HLA-DMB/IL22/HLA-DQA2/IL13/IFNGR1/IL4/HLA-DPB1/STAT1/TGFB1/HLA-DRB1/GATA3/IL23A 37 KEGG hsa03010 Ribosome 72/2250 158/8135 9.11e-07 0.0001521 0.0001376 RPL3/MRPL28/RPS8/RPL32/RPS25/RPS12/RPL10A/RPS18/RPS27/RPL35/RPL38/RPS10/RPS3A/RPLP2/RPL21/MRPL22/RPL19/RPL23A/RPS5/RPL36/RPL5/RPL4/RPL30/MRPL18/RPL27A/RPL26/MRPS5/RPS23/RPS6/RPS15/MRPS18C/RPL36A/MRPS11/RPL7/RPL18A/RPS13/RPS20/RPL6/RPS3/RPS15A/RPS27A/MRPS6/FAU/RPL23/RPS11/RPS19/UBA52/RPS16/MRPL20/RPS9/RPL14/RPL37A/MRPL36/MRPS2/RPL37/MRPL35/MRPL27/MRPL15/RPL29/MRPL34/RPS4X/RPL12/MRPS14/MRPL13/RPSA/RPS28/MRPL10/RPL7A/RPL39/MRPL2/RPL11/RPL22 72 KEGG hsa04110 Cell cycle 59/2250 126/8135 2.978e-06 0.0003315 0.0002999 ESPL1/PKMYT1/BUB1B/TTK/CDK1/CDKN1A/GADD45G/E2F2/CDKN2B/CDC20/PTTG1/CCNA2/MCM4/BUB1/YWHAH/MCM5/CCNB2/CDC25A/YWHAE/CDC6/YWHAZ/SMC3/E2F1/PLK1/CDC25C/CDKN2C/GADD45A/ZBTB17/CCNB1/MCM2/DBF4/SFN/CDC45/CDK2/TGFB3/ORC1/CCNE2/MCM7/CDK7/TFDP2/CDKN2A/YWHAQ/ANAPC11/MCM3/CHEK1/RBL2/ANAPC1/CDC14B/MAD2L2/ATR/CHEK2/SMC1A/ATM/TGFB1/ANAPC13/ORC2/CDC25B/CCND1/CDC16 59 KEGG hsa04115 p53 signaling pathway 38/2250 73/8135 8.322e-06 0.0006949 0.0006286 GTSE1/TP73/CDK1/CDKN1A/CASP9/GADD45G/CCNG2/PERP/CCNB2/DDB2/RRM2B/BAX/GADD45A/SERPINE1/PMAIP1/STEAP3/TP53I3/CCNB1/SFN/CDK2/CCNE2/IGFBP3/FAS/BID/TNFRSF10B/CD82/CDKN2A/MDM4/CHEK1/BCL2L1/RRM2/ATR/CHEK2/TP53AIP1/ATM/SHISA5/CCND1/SESN2 38 KEGG hsa05140 Leishmaniasis 38/2250 77/8135 4.018e-05 0.002543 0.0023 IL1B/MAPK11/IL10/PTPN6/NCF4/TNF/CYBB/TLR4/HLA-DMA/NFKBIB/FCGR1A/MAPK12/TGFB3/HLA-DPA1/TLR2/HLA-DRA/IRAK1/EEF1A1/ELK1/JUN/TAB1/NFKBIA/HLA-DMB/CYBA/EEF1A2/HLA-DQA2/IFNGR1/IL4/PRKCB/HLA-DPB1/TRAF6/STAT1/NCF1/FOS/TGFB1/MAPK1/HLA-DRB1/JAK1 38 KEGG hsa04640 Hematopoietic cell lineage 46/2250 99/8135 4.567e-05 0.002543 0.0023 IL1B/ANPEP/CD1E/CSF2/ITGA2/ITGA3/CSF1R/IL1R1/CSF3R/TFRC/CD9/TNF/CSF1/IL2RA/CD1A/HLA-DMA/CD1C/IL1R2/IL4R/FCGR1A/CD1B/CD33/IL9R/CD1D/FLT3/HLA-DPA1/ITGA1/ITGA6/HLA-DRA/CSF2RA/CD7/CD19/CR2/CD44/IL5RA/IL7R/HLA-DMB/IL11RA/IL7/CD3E/HLA-DQA2/IL4/CD34/ITGA2B/HLA-DPB1/HLA-DRB1 46 KEGG hsa05171 Coronavirus disease - COVID-19 91/2250 232/8135 7.212e-05 0.003441 0.003113 HBEGF/IL1B/MAPK11/CSF2/NLRP3/ISG15/TLR8/RPL3/OAS2/RPS8/MX1/TNF/RPL32/RPS25/CYBB/TLR4/RPS12/CXCL10/RPL10A/RPS18/RPS27/RPL35/RPL38/RPS10/RPS3A/RPLP2/RPL21/NFKBIB/RPL19/STAT3/RPL23A/C1QB/RPS5/RPL36/RPL5/RPL4/RPL30/RPL27A/RPL26/RPS23/RPS6/RPS15/RPL36A/MAPK12/RPL7/RPL18A/CFD/RPS13/RPS20/RPL6/RPS3/RPS15A/CCL2/RPS27A/FAU/RPL23/RPS11/RPS19/PRKCA/UBA52/TLR2/RPS16/RPS9/IRAK1/RPL14/RPL37A/RPL37/JUN/C3AR1/NFKBIA/RPL29/RPS4X/IRF3/RPL12/OAS1/RPSA/CFB/RPS28/C1QA/RPL7A/C1R/RPL39/PRKCB/TRAF6/C6/STAT1/RPL11/FOS/MAPK1/RPL22/JAK1 91 KEGG hsa05323 Rheumatoid arthritis 42/2250 93/8135 0.0002119 0.008848 0.008003 IL1B/VEGFA/CD86/IL18/CSF2/ICAM1/ACP5/CCL20/CCL3L3/CD80/IL17A/ATP6V0D1/TNF/CSF1/TLR4/ATP6V0B/HLA-DMA/CTLA4/CCL3/ATP6V1E1/TGFB3/ATP6V0C/CCL2/HLA-DPA1/ATP6V1A/TLR2/HLA-DRA/FLT1/CXCL2/CXCL3/JUN/HLA-DMB/HLA-DQA2/ATP6V1G1/TNFSF13/HLA-DPB1/ATP6V1E2/TNFSF11/FOS/TGFB1/HLA-DRB1/IL23A 42 KEGG hsa04659 Th17 cell differentiation 47/2250 108/8135 0.0002687 0.009973 0.00902 EBI3/IL1B/MAPK11/IL21/IL1R1/IRF4/IL17A/NFKBIE/IL2RA/MTOR/FOXP3/IL2RB/HLA-DMA/NFKBIB/STAT3/IL4R/IL2RG/MAPK12/IL21R/RORC/HLA-DPA1/LAT/HLA-DRA/IL12RB1/IL27RA/RXRA/JUN/NFKBIA/HLA-DMB/IL22/CD3E/HLA-DQA2/IFNGR1/IL4/STAT5A/HLA-DPB1/STAT1/FOS/TGFB1/JAK3/RARA/MAPK1/HLA-DRB1/ZAP70/GATA3/JAK1/IL23A 47 KEGG hsa05166 Human T-cell leukemia virus 1 infection 85/2250 222/8135 0.0003189 0.01065 0.009634 EGR1/ESPL1/EGR2/RELB/BUB1B/CSF2/CDKN1A/ICAM1/FOSL1/IL1R1/E2F2/CDKN2B/SRF/CDC20/PTTG1/CCNA2/SPI1/CCNB2/NFKB2/CREB3L2/TNF/ZFP36/E2F1/IL2RA/AKT3/BAX/CDKN2C/IL2RB/HLA-DMA/CRTC2/IL1R2/MSX1/FDPS/ADCY4/TSPO/HLA-G/IL2RG/CDK2/TGFB3/KAT2A/ADCY6/ATF4/CCNE2/CRTC1/ELK4/IL15RA/HLA-DPA1/HLA-E/HLA-DRA/CDKN2A/LTA/ANAPC11/VDAC1/ELK1/JUN/SLC25A5/CHEK1/NFKBIA/ADCY3/HLA-DMB/BCL2L1/MAP3K3/MAP2K4/ANAPC1/CD3E/HLA-DQA2/CANX/STAT5A/PRKACB/ATR/CHEK2/HLA-DPB1/ADCY9/SLC25A4/FOS/ATM/TGFB1/ANAPC13/JAK3/MAPK1/CCND1/HLA-DRB1/CDC16/NFYB/JAK1 85 KEGG hsa04658 Th1 and Th2 cell differentiation 41/2250 92/8135 0.0003547 0.01077 0.009741 MAPK11/NOTCH1/JAG2/MAML1/NFKBIE/IL2RA/IL2RB/HLA-DMA/NFKBIB/IL4R/MAML2/IL2RG/MAPK12/IL12RB2/RBPJ/JAG1/HLA-DPA1/LAT/HLA-DRA/IL12RB1/JUN/STAT4/NFKBIA/MAF/HLA-DMB/CD3E/HLA-DQA2/IL13/IFNGR1/IL4/STAT5A/HLA-DPB1/STAT1/FOS/DLL1/JAK3/MAPK1/HLA-DRB1/ZAP70/GATA3/JAK1 41 KEGG hsa05202 Transcriptional misregulation in cancer 75/2250 193/8135 0.0004209 0.01171 0.0106 ETV7/CD86/CSF2/CDKN1A/NR4A3/PPARG/GADD45G/CSF1R/NTRK1/DOT1L/PDGFA/CCNA2/BCL6/DUSP6/SPI1/BMP2K/MMP9/PML/DDB2/KLF3/BAX/CDKN2C/GADD45A/PLAU/ZBTB17/IL2RB/AFF1/IL1R2/FCGR1A/PLAT/ETV5/TFE3/IGF1R/LYL1/PER2/IGFBP3/CDK14/FLT3/SPINT1/RUNX2/FOXO1/ELK4/CCNT2/SUPT3H/BCL2A1/EWSR1/SLC45A3/BAK1/SS18/SP1/DDIT3/FLT1/RXRA/TRAF1/MAF/CEBPB/MPO/BCL2L1/BIRC3/SMAD1/MLLT3/DEFA1B/HOXA11/MAX/NUPR1/DEFA4/HPGD/PBX1/ATM/ARNT2/RARA/BMI1/LDB1/NCOR1/TLX3 75 KEGG hsa01232 Nucleotide metabolism 38/2250 85/8135 0.0005331 0.0137 0.01239 DCTPP1/ENTPD1/TYMP/CANT1/TYMS/TK1/RRM2B/ENTPD5/CMPK2/DTYMK/NUDT16/AK5/RRM1/HPRT1/ENTPD2/AK3/PNP/NME4/DCTD/ASMTL/AMPD2/NME3/AK4/APRT/IMPDH1/ENTPD4/RRM2/GUK1/AMPD3/LACC1/NT5E/AK1/CMPK1/CTPS2/UCK2/AK2/NT5C2/NME2 38 KEGG hsa00511 Other glycan degradation 12/2250 18/8135 0.0006326 0.01509 0.01365 NEU4/GLB1/NEU1/MAN2B1/ENGASE/FUCA2/GBA/NEU3/AGA/HEXB/MANBA/FUCA1 12 KEGG hsa05212 Pancreatic cancer 34/2250 76/8135 0.001011 0.0225 0.02036 VEGFA/CDKN1A/CASP9/GADD45G/E2F2/RAC1/DDB2/E2F1/BRCA2/AKT3/BAX/GADD45A/MTOR/RAD51/STAT3/TGFB3/RALGDS/BAK1/CDKN2A/RALA/ERBB2/RAC2/BCL2L1/BRAF/STAT1/RALB/TGFB1/CDC42/MAPK1/CCND1/BAD/RALBP1/RAC3/JAK1 34 KEGG hsa05145 Toxoplasmosis 46/2250 112/8135 0.001409 0.0294 0.0266 PPIF/MAPK11/CASP9/IL10/HSPA2/TNF/HSPA1A/TLR4/AKT3/LDLR/HLA-DMA/NFKBIB/STAT3/MAP2K3/MAPK12/TGFB3/CCR5/MAP2K6/PIK3R5/HLA-DPA1/ITGA6/TLR2/HLA-DRA/ALOX5/IRAK1/GNAI2/TAB1/NFKBIA/HLA-DMB/BCL2L1/BIRC3/HLA-DQA2/HSPA6/IFNGR1/HSPA1L/HLA-DPB1/TRAF6/BIRC7/STAT1/IL10RA/TGFB1/MAPK1/HLA-DRB1/LAMA5/BAD/JAK1 46 KEGG hsa04145 Phagosome 59/2250 152/8135 0.001709 0.03176 0.02873 TUBB6/ITGA2/RAC1/MRC1/ATP6V0D1/OLR1/TFRC/NCF4/TUBA1B/CLEC7A/TUBA1C/CYBB/TLR4/ATP6V0B/HLA-DMA/ACTG1/TUBB/FCGR1A/HLA-G/SEC61A2/ATP6V1E1/TUBB4B/THBS2/ATP6V0C/PIKFYVE/M6PR/HLA-DPA1/CORO1A/HLA-E/ATP6V1A/TUBB3/TLR2/HLA-DRA/SEC61B/HGS/STX12/TAP1/TLR6/TUBB2A/TUBB4A/VAMP3/FCAR/HLA-DMB/MPO/CYBA/HLA-DQA2/ATP6V1G1/LAMP1/PIK3C3/EEA1/C1R/CANX/COLEC12/HLA-DPB1/ATP6V1E2/NCF1/THBS4/HLA-DRB1/ACTB 59 KEGG hsa04062 Chemokine signaling pathway 72/2250 192/8135 0.001712 0.03176 0.02873 CXCL13/RASGRP2/GNG4/CCL20/CCL3L3/HCK/RAC1/CXCR6/CCL22/CCR1/GNG10/AKT3/CXCL10/NFKBIB/STAT3/ADCY4/CCR6/CCR2/SRC/CCR4/SHC4/TIAM1/ARRB1/CCL3/GNG7/PAK1/ADCY6/CCR5/PIK3R5/CCL2/PREX1/CCL17/VAV2/CCL18/CXCL9/CXCL16/GNAI2/CXCL2/CXCL3/NFKBIA/CRK/RAC2/CCR8/ADCY3/GNB4/ITK/GSK3A/BRAF/GRK5/PRKCB/PRKACB/GNAQ/CCL23/ADCY9/STAT1/NCF1/CCL7/PPBP/GRK6/PLCB1/CDC42/CCL15/SHC2/WAS/JAK3/MAPK1/CXCR5/SHC1/CCL27/CX3CR1/BAD/RAC3 72 KEGG hsa04060 Cytokine-cytokine receptor interaction 104/2250 295/8135 0.002213 0.0389 0.03518 CXCL13/EBI3/LIF/IL1B/IL18/CSF2/IL21/CSF2RB/CSF1R/IL10/IL1R1/CCL20/CCL3L3/CXCR6/IL17A/TNFRSF18/IL1RN/CSF3R/CCL22/TNFSF4/CNTF/CCR1/TNFRSF12A/TNF/RELT/CSF1/TNFRSF4/IL2RA/TNFRSF8/CXCL10/TNFRSF21/IL2RB/IL17RE/IL1R2/IL4R/CCR6/CCR2/CCR4/CCL3/IL2RG/IL12RB2/TGFB3/IL9R/IL21R/CCR5/CCL2/TNFRSF19/CCL17/IL15RA/FAS/TNFRSF10B/TNFRSF9/CCL18/CXCL9/CXCL16/CSF2RA/IL12RB1/IL27RA/IL26/OSM/TNFRSF13B/LTA/IL18R1/CXCL2/GDF7/CXCL3/ACVR1C/ACVR2B/IL17RC/TNFSF12/IL5RA/IL7R/CCR8/IL22/TNFSF9/IL11RA/IL7/IL13/IL20/IFNGR1/TNFSF13/IL4/TNFRSF11B/TNFRSF1B/TNFSF10/IL36A/BMP10/CCL23/IL17C/BMP3/IL10RA/TNFSF11/EDAR/CCL7/PPBP/TGFB1/CCL15/IL32/CXCR5/CCL27/CX3CR1/TNFRSF25/IL37/IL23A 104 KEGG hsa04210 Apoptosis 53/2250 136/8135 0.002587 0.04122 0.03728 PTPN13/CSF2RB/BIRC5/CASP9/GADD45G/LMNB1/NTRK1/CTSH/MCL1/TUBA1B/TUBA1C/TNF/AKT3/BAX/GADD45A/LMNB2/PMAIP1/CAPN1/ACTG1/LMNA/CTSO/PARP2/CFLAR/ATF4/CTSF/CTSB/CTSW/FAS/BID/TNFRSF10B/MAP3K5/BCL2A1/SPTAN1/BAK1/CTSD/DDIT3/JUN/NFKBIA/TRAF1/CTSZ/BCL2L1/DFFB/BIRC3/TRAF2/EIF2AK3/ERN1/TNFSF10/TP53AIP1/FOS/ATM/MAPK1/BAD/ACTB 53 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 41/2250 100/8135 0.002591 0.04122 0.03728 CXCL13/IL18/CSF1R/IL10/CCL20/CCL3L3/CCL22/CCR1/TNF/CSF1/IL2RA/CXCL10/IL2RB/CCR6/CCR2/CCR4/CCL3/IL2RG/CCR5/CCL2/CCL17/TNFRSF10B/CCL18/CXCL9/LTA/IL18R1/CXCL2/CXCL3/CCR8/IL20/TNFRSF1B/TNFSF10/CCL23/IL10RA/CCL7/PPBP/CCL15/CXCR5/CCL27/CX3CR1/IL37 41 KEGG hsa01522 Endocrine resistance 40/2250 98/8135 0.003196 0.04852 0.04389 HBEGF/MAPK11/NOTCH1/JAG2/CDKN1A/E2F2/MMP9/E2F1/AKT3/BAX/CDKN2C/MTOR/ADCY4/SRC/SHC4/GNAS/MAPK12/IGF1R/ADCY6/BIK/JAG1/CARM1/CDKN2A/SP1/JUN/ERBB2/ADCY3/BRAF/ESR1/PRKACB/ADCY9/CYP2D6/FOS/DLL1/SHC2/MAPK1/CCND1/SHC1/NCOR1/BAD 40 KEGG hsa05168 Herpes simplex virus 1 infection 162/2250 495/8135 0.005932 0.08614 0.07791 IL1B/IRF7/ZNF267/CASP9/OAS2/ZNF257/PML/EIF4EBP1/TNF/PPP1CB/AKT3/BAX/MTOR/HLA-DMA/ZNF559/ZNF543/CARD9/ZNF212/ZNF282/SRC/SOCS3/ZNF846/POU2F1/ZNF443/HLA-G/BST2/ZNF764/ZNF620/ZFP1/SRSF4/CD74/ZNF419/ZNF597/ZNF510/EIF2B3/ZNF251/ZNF550/ZNF85/CCL2/ZNF100/ZNF689/FAS/BID/HLA-DPA1/ZNF304/ZNF302/ZNF468/ZNF729/ZNF565/ZFP14/HLA-E/ZNF3/ZNF613/TLR2/ZNF7/HLA-DRA/ZNF790/ZNF429/ZNF417/BAK1/ZNF746/ZNF599/ZNF248/ZNF596/IRAK1/ZNF610/ZNF783/LTA/TAP1/ZNF234/ZNF343/ZNF19/ZNF829/TAB1/NFKBIA/ZNF317/ZNF235/ZNF777/ZNF571/HLA-DMB/ZNF589/ZNF205/BCL2L1/IRF3/ZNF415/ZNF567/ZNF93/BIRC3/HLA-DQA2/ZNF737/OAS1/ZNF91/ZNF768/ZNF79/ZNF547/ZNF320/ZNF786/ZNF701/TRAF2/ZNF398/IFNGR1/ZNF254/EIF2AK3/ZNF551/ZNF17/ZNF98/ZNF530/ZNF816/ZNF442/ZNF492/ZNF224/ZNF619/ZNF616/ZNF684/ZNF383/ZNF77/ZNF416/ZNF799/HLA-DPB1/TRAF6/ZNF823/ZNF879/ZNF623/ZNF540/ZNF878/ZNF569/ZNF765/ZNF549/STAT1/ZNF585A/ZNF749/ZNF460/ZNF124/ZNF440/ZNF813/ZNF836/ZNF675/ZIK1/ZNF688/ZNF84/POU2F2/ZNF578/ZNF564/ZNF805/ZNF44/ZNF41/ZNF253/ZNF420/ZNF614/ZFP92/HLA-DRB1/ZNF611/ZNF30/BAD/ZNF557/ZNF180/ZNF713/ZFP57/ZNF716/JAK1/NXF3/ZNF709 162 KEGG hsa04142 Lysosome 50/2250 132/8135 0.006479 0.09017 0.08156 NAGA/CD68/ACP5/CTSH/ATP6V0D1/CTSA/GLB1/CLTB/GM2A/NEU1/TPP1/ATP6V0B/CTNS/HYAL3/IDS/CTSO/IDUA/PPT1/GGA2/MAN2B1/CTSF/CTSB/ATP6V0C/CTSW/M6PR/FUCA2/SUMF1/AP3D1/AP1S1/LITAF/GBA/CTSD/NAPSA/CTSZ/AP4M1/AP3M2/PLA2G15/ENTPD4/LAMP1/DMXL1/GALC/AGA/HEXB/GUSB/LIPA/LAPTM4A/MANBA/DMXL2/FUCA1/AP3B2 50 KEGG hsa04216 Ferroptosis 19/2250 41/8135 0.007992 0.1032 0.09336 TFRC/CYBB/MAP1LC3A/STEAP3/HMOX1/SLC3A2/ACSL1/SAT1/LPCAT3/FTL/GPX4/NCOA4/FTH1/ACSL4/PRNP/GCLC/GSS/ATG7/SLC40A1 19 KEGG hsa00240 Pyrimidine metabolism 25/2250 58/8135 0.008035 0.1032 0.09336 DCTPP1/ENTPD1/TYMP/CANT1/TYMS/DHODH/TK1/RRM2B/ENTPD5/CMPK2/DTYMK/RRM1/NME4/DCTD/ASMTL/NME3/DPYD/ENTPD4/RRM2/NT5E/CMPK1/CTPS2/UCK2/NT5C2/NME2 25 KEGG hsa04668 TNF signaling pathway 43/2250 112/8135 0.008461 0.1047 0.09467 LIF/IL1B/MAPK11/CSF2/ICAM1/CCL20/BCL3/MMP9/CREB3L2/TNF/CSF1/AKT3/CXCL10/BAG4/RIPK3/SOCS3/MAP2K3/CFLAR/MAPK12/ATF4/MAP2K6/CCL2/JAG1/FAS/MAP3K5/NOD2/LTA/IL18R1/CXCL2/CXCL3/JUN/TAB1/NFKBIA/TRAF1/CEBPB/MAP2K4/BIRC3/TRAF2/TNFRSF1B/FOS/PGAM5/MAPK1/VEGFC 43 KEGG hsa05130 Pathogenic Escherichia coli infection 70/2250 197/8135 0.008815 0.1051 0.09511 TUBB6/IL1B/MAPK11/IL18/NLRP3/CASP9/IL1R1/RAC1/PTPN6/GAPDH/CYFIP1/TIRAP/TUBA1B/MYO1E/TUBA1C/SEC24D/MYH10/TNF/TLR4/CTTN/BAX/WIPF2/MYO5C/ACTG1/NFKBIB/TUBB/CYTH2/CYFIP2/MYO5A/SRC/ARHGEF12/ARHGEF2/MAPK12/TUBB4B/PAK1/RPS3/ARPC1B/PAK3/FAS/TNFRSF10B/EZR/TUBB3/NCL/ARPC5/BAK1/IRAK1/TUBB2A/JUN/TUBB4A/TAB1/TMED10/NFKBIA/ACTR3B/CLDN7/TRAF2/MYH9/F2R/TNFSF10/CYTH1/TRAF6/ARF6/RAB1A/WASF2/FOS/CDC42/MAPK1/CLDN4/FYN/PAK2/ACTB 70 KEGG hsa04380 Osteoclast differentiation 48/2250 128/8135 0.009323 0.1074 0.09712 IL1B/MAPK11/RELB/PPARG/FOSL1/SQSTM1/CSF1R/IL1R1/ACP5/RAC1/SPI1/SIRPA/NCF4/FOSB/NFKB2/TNF/CSF1/AKT3/LILRA2/GAB2/FCGR1A/SOCS3/LILRB4/BTK/MAPK12/MAP2K6/CYLD/LILRB2/FOSL2/JUN/TAB1/NFKBIA/CYBA/LILRA6/LILRA5/TRAF2/IFNGR1/TNFRSF11B/TYROBP/TRAF6/STAT1/TNFSF11/NCF1/FOS/TGFB1/MAPK1/FYN/JAK1 48 KEGG hsa05169 Epstein-Barr virus infection 71/2250 202/8135 0.01109 0.123 0.1112 MAPK11/IRF7/RELB/CDKN1A/ICAM1/CASP9/GADD45G/E2F2/RAC1/ISG15/CCNA2/ENTPD1/OAS2/DDB2/NFKB2/TNF/E2F1/NFKBIE/AKT3/BAX/CXCL10/GADD45A/HLA-DMA/NFKBIB/STAT3/MAP2K3/HLA-G/PSMD8/BTK/CDK2/MAPK12/PSMD1/PSMD2/RBPJ/CCNE2/MAP2K6/FAS/BID/HLA-DPA1/HLA-E/TLR2/HLA-DRA/CD58/BAK1/IRAK1/CD19/TAP1/JUN/CR2/TAB1/CD44/NFKBIA/HLA-DMB/SAP30L/IRF3/VIM/MAP2K4/CD3E/HLA-DQA2/OAS1/TRAF2/HLA-DPB1/TRAF6/STAT1/PSMD7/JAK3/CCND1/HLA-DRB1/PSMC5/JAK1/PSMD11 71 KEGG hsa05152 Tuberculosis 64/2250 180/8135 0.01171 0.123 0.1112 VDR/IL1B/MAPK11/IL18/CASP9/IL10/MRC1/ATP6V0D1/TIRAP/CLEC7A/KSR1/TNF/TLR4/AKT3/BAX/ATP6V0B/LSP1/HLA-DMA/CARD9/ITGAX/FCGR1A/SRC/ARHGEF12/RFXANK/HSPA9/CALML4/CAMK2A/MAPK12/TGFB3/CD74/ATP6V0C/BID/HLA-DPA1/CORO1A/TLR2/HLA-DRA/NOD2/IRAK1/CTSD/TLR6/CYP27B1/CAMK2G/CEBPB/HLA-DMB/HLA-DQA2/LAMP1/PIK3C3/IFNGR1/CAMK2D/RIPK2/EEA1/RFXAP/HLA-DPB1/TRAF6/SPHK2/STAT1/IL10RA/TGFB1/MAPK1/HLA-DRB1/NFYB/BAD/JAK1/IL23A 64 KEGG hsa04120 Ubiquitin mediated proteolysis 52/2250 142/8135 0.01178 0.123 0.1112 UBE2C/CDC20/UBE2A/PML/UBE2S/DDB2/UBE2B/PIAS3/DET1/SYVN1/SAE1/SOCS3/UBE2H/UBE2I/UBB/UBA7/HERC3/UBE2N/KLHL9/RPS27A/UBE4A/SMURF1/UBE2G2/PIAS1/UBA52/ERCC8/MID1/ANAPC11/UBE3A/MGRN1/FBXW11/PIAS2/CUL5/BIRC3/ANAPC1/RNF7/PRPF19/BTRC/PIAS4/TRAF6/BIRC7/UBE3B/HERC2/ANAPC13/CUL4A/UBOX5/UBA6/CDC16/UBE2F/FBXO4/KLHL13/UBE2W 52 KEGG hsa00480 Glutathione metabolism 24/2250 58/8135 0.01645 0.1664 0.1506 ANPEP/CHAC1/LAP3/RRM2B/GPX1/CHAC2/GGT1/SMS/RRM1/OPLAH/GSTO1/GPX4/GSTM1/TXNDC12/RRM2/PRDX6/GSTT1/MGST2/GCLC/GGT7/MGST3/GSTK1/PGD/GSS 24 KEGG hsa05418 Fluid shear stress and atherosclerosis 50/2250 139/8135 0.01904 0.187 0.1692 IL1B/MAPK11/VEGFA/SDC4/ICAM1/SQSTM1/KLF2/IL1R1/PDGFA/RAC1/GPC1/MMP9/TNF/AKT3/ACTG1/IL1R2/PLAT/SRC/HMOX1/ARHGEF2/SUMO4/CALML4/MAPK12/SDC2/SUMO3/MAP2K6/CCL2/NQO1/SDC1/GSTO1/MAP3K5/SUMO1/JUN/ACVR2B/RAC2/GSTM1/CYBA/MAP2K4/PIAS4/GSTT1/MGST2/ITGA2B/MGST3/NCF1/FOS/CDH5/PDGFB/RAC3/ACTB/DUSP1 50 KEGG hsa05417 Lipid and atherosclerosis 73/2250 215/8135 0.02358 0.2172 0.1965 IL1B/MAPK11/IRF7/IL18/PPARG/NLRP3/ICAM1/CASP9/HSPA2/ABCG1/CCL3L3/RAC1/OLR1/TIRAP/NCF4/MMP9/HSPA5/TNF/HSPA1A/CYBB/TLR4/AKT3/BAX/LDLR/STAT3/SRC/POU2F1/MAP2K3/CALML4/CCL3/CAMK2A/MAPK12/ATF4/MAP2K6/CCL2/FAS/BID/TNFRSF10B/MAP3K5/VAV2/PRKCA/TLR2/ABCA1/TANK/IRAK1/DDIT3/RXRA/CXCL2/TLR6/CXCL3/JUN/TAB1/CAMK2G/NFKBIA/BCL2L1/CYBA/IRF3/MAP2K4/HSPA6/TRAF2/EIF2AK3/CAMK2D/ERN1/TNFSF10/HSPA1L/TRAF6/NCF1/FOS/POU2F2/PLCB1/CDC42/MAPK1/BAD 73 KEGG hsa04114 Oocyte meiosis 47/2250 131/8135 0.02359 0.2172 0.1965 ESPL1/PKMYT1/MAPK11/CDK1/AURKA/CDC20/PTTG1/BUB1/YWHAH/CCNB2/YWHAE/PPP2R1A/YWHAZ/SMC3/PPP1CB/FBXO43/PLK1/CDC25C/ADCY4/CCNB1/FBXO5/CALML4/CDK2/CAMK2A/MAPK12/IGF1R/ADCY6/CCNE2/PPP2CA/YWHAQ/ANAPC11/REC8/FBXW11/CAMK2G/ADCY3/STAG3/ANAPC1/BTRC/CAMK2D/CPEB1/MAD2L2/PRKACB/ADCY9/SMC1A/ANAPC13/MAPK1/CDC16 47 KEGG hsa04066 HIF-1 signaling pathway 40/2250 109/8135 0.02406 0.2172 0.1965 VEGFA/CDKN1A/GAPDH/HK1/LDHA/PFKFB3/TFRC/ENO1/PFKP/EIF4EBP1/HK2/CYBB/TLR4/AKT3/SERPINE1/MTOR/STAT3/LDHAL6B/HMOX1/ALDOC/RPS6/CAMK2A/PDHB/IGF1R/PRKCA/ENO3/FLT1/MKNK1/ERBB2/TIMP1/CAMK2G/ALDOA/IFNGR1/CAMK2D/EIF4E2/PRKCB/INSR/PFKL/ALDOB/MAPK1 40 KEGG hsa04137 Mitophagy - animal 28/2250 72/8135 0.02497 0.2191 0.1982 SQSTM1/BNIP3L/E2F1/MAP1LC3A/NBR1/SRC/TFE3/ATG9A/UBB/BCL2L13/ATF4/AMBRA1/CALCOCO2/RPS27A/PINK1/UBA52/MRAS/ULK1/SP1/JUN/CITED2/BCL2L1/TFEB/EIF2AK3/RHOT2/PGAM5/RRAS2/FUNDC1 28 KEGG hsa05416 Viral myocarditis 24/2250 60/8135 0.02558 0.2191 0.1982 CD86/ICAM1/CASP9/CD80/RAC1/SGCB/HLA-DMA/ACTG1/HLA-G/BID/HLA-DPA1/HLA-E/HLA-DRA/MYH7/RAC2/HLA-DMB/HLA-DQA2/HLA-DPB1/MYH6/CCND1/HLA-DRB1/FYN/RAC3/ACTB 24 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 10/2250 20/8135 0.02788 0.2328 0.2106 CHST15/CHPF2/B3GAT3/CSGALNACT1/B3GALT6/CHST7/CHPF/CHST13/XYLT1/B4GALT7 10 KEGG hsa00010 Glycolysis / Gluconeogenesis 26/2250 67/8135 0.03085 0.2513 0.2273 TPI1/GAPDH/HK1/LDHA/ENO1/PGAM1/PFKP/GPI/HK2/LDHAL6B/PKM/ALDOC/PDHB/ALDH2/DLAT/ENO3/GALM/ALDOA/ALDH3A1/ALDH3B1/ACSS1/ALDH7A1/ALDH9A1/PFKL/ALDOB/AKR1A1 26 KEGG hsa04015 Rap1 signaling pathway 70/2250 210/8135 0.03893 0.2928 0.2649 RASGRP2/MAPK11/VEGFA/ADORA2A/CSF1R/FPR1/SIPA1L1/PDGFA/RAC1/CSF1/SIPA1L2/AKT3/ACTG1/ADCY4/SRC/TIAM1/MAP2K3/CALML4/GNAS/MAPK12/RAPGEF5/IGF1R/APBB1IP/FGF9/ADCY6/PFN2/MAP2K6/VAV2/PRKD3/PRKCA/VASP/PRKCI/LAT/MRAS/RALGDS/RALA/FLT1/GNAI2/CNR1/RAPGEF1/ARAP3/CRK/RAC2/ADCY3/PARD6G/FLT4/RAPGEF2/BRAF/KRIT1/F2R/FGF22/ITGA2B/PRKCB/P2RY1/PARD6B/GNAQ/INSR/ADCY9/FGF8/PARD6A/RALB/PLCB1/ID1/CDC42/MAPK1/PDGFB/VEGFC/MAGI1/RAC3/ACTB 70 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 38/2250 106/8135 0.03929 0.2928 0.2649 VDR/EGR1/HBEGF/CDKN1A/PDE4A/CREB3L2/ADCY4/PDE4D/ARRB1/GNAS/PDE4B/PTHLH/ADCY6/ATF4/RUNX2/CASR/PRKCA/MEF2D/SP1/RXRA/GNAI2/CYP27B1/ADCY3/MMP24/BRAF/BGLAP/LRP6/PRKCB/PRKACB/GNAQ/ADCY9/AKAP13/TNFSF11/FOS/PLCB1/MAPK1/GATA3/GCM1 38 KEGG hsa05110 Vibrio cholerae infection 20/2250 50/8135 0.03941 0.2928 0.2649 ATP6V0D1/ATP6V0B/TJP2/ACTG1/SLC12A2/KDELR2/GNAS/SEC61A2/ATP6V1E1/PDIA4/ATP6V0C/PRKCA/ATP6V1A/SEC61B/ADCY3/ATP6V1G1/PRKACB/ADCY9/ATP6V1E2/ACTB 20 KEGG hsa03420 Nucleotide excision repair 19/2250 47/8135 0.03946 0.2928 0.2649 DDB2/RFC2/CDK7/RAD23B/ERCC8/POLD4/ERCC5/POLE/ERCC2/RAD23A/GTF2H2/GTF2H1/MNAT1/CETN2/GTF2H5/XPA/CUL4A/ERCC1/POLE2 19 KEGG hsa04064 NF-kappa B signaling pathway 37/2250 104/8135 0.04641 0.3369 0.3048 IL1B/RELB/ICAM1/GADD45G/IL1R1/TIRAP/EDARADD/NFKB2/TNF/TLR4/GADD45A/PLAU/TRIM25/CFLAR/BTK/UBE2I/CYLD/LAT/BCL2A1/IRAK1/LTA/CXCL2/CXCL3/TAB1/NFKBIA/TRAF1/BCL2L1/BIRC3/TRAF2/CARD11/PIAS4/PRKCB/TRAF6/TNFSF11/EDAR/ATM/ZAP70 37 KEGG hsa04218 Cellular senescence 53/2250 156/8135 0.04752 0.3377 0.3054 MAPK11/FOXM1/CDK1/CDKN1A/GADD45G/SQSTM1/E2F2/CDKN2B/CCNA2/MYBL2/CCNB2/CDC25A/EIF4EBP1/E2F1/PPP1CB/AKT3/GADD45A/SERPINE1/MTOR/CAPN1/CCNB1/MAP2K3/HLA-G/CALML4/CDK2/MAPK12/TGFB3/CCNE2/MAP2K6/IGFBP3/FOXO1/ZFP36L2/HLA-E/MRAS/CDKN2A/VDAC1/SLC25A5/FBXW11/CHEK1/RBL2/BTRC/MAPKAPK2/ZFP36L1/ATR/CHEK2/SLC25A4/ATM/TGFB1/MAPK1/CCND1/RRAS2/RAD9A/SIRT1 53 KEGG hsa05135 Yersinia infection 47/2250 137/8135 0.0508 0.3446 0.3117 IL1B/MAPK11/IL18/NLRP3/IL10/RAC1/TNF/TLR4/AKT3/WIPF2/ACTG1/SRC/ARHGEF12/RHOG/MAP2K3/MAPK12/DOCK1/MAP2K6/CCL2/ARPC1B/VAV2/PIP5K1B/LAT/ARPC5/IRAK1/LIMK1/JUN/TAB1/NFKBIA/CRK/RAC2/ACTR3B/IRF3/MAP2K4/TRAF2/GNAQ/TRAF6/ARF6/WASF2/FOS/PIP5K1A/CDC42/WAS/MAPK1/ZAP70/RAC3/ACTB 47 KEGG hsa03013 Nucleocytoplasmic transport 38/2250 108/8135 0.05165 0.3446 0.3117 SEC13/KPNA2/NUP98/CSE1L/SUMO4/RNPS1/UBE2I/SUMO3/NUP153/UPF1/MAGOHB/XPO6/NUP88/THOC3/SUMO1/EEF1A1/KPNA3/POM121C/NUP205/RAE1/NUP50/EEF1A2/UPF3A/MAGOH/POM121L2/PNN/GLE1/SNUPN/NUP93/DDX19A/NUP35/AAAS/NCBP2/TMEM33/NUP62/TNPO1/SEH1L/NXF3 38 KEGG hsa05222 Small cell lung cancer 33/2250 92/8135 0.05169 0.3446 0.3117 CDKN1A/ITGA2/CASP9/GADD45G/ITGA3/E2F2/CDKN2B/DDB2/E2F1/AKT3/BAX/GADD45A/ZBTB17/CKS2/CDK2/CKS1B/CCNE2/COL4A6/ITGA6/BAK1/TRAF4/RXRA/NFKBIA/TRAF1/BCL2L1/BIRC3/TRAF2/ITGA2B/MAX/TRAF6/BIRC7/CCND1/LAMA5 33 KEGG hsa05221 Acute myeloid leukemia 25/2250 67/8135 0.05376 0.3446 0.3117 CSF2/CSF1R/CCNA2/DUSP6/SPI1/PML/EIF4EBP1/AKT3/MTOR/STAT3/FCGR1A/PIM1/PIM2/PER2/FLT3/TCF7L2/BCL2A1/MPO/BRAF/STAT5A/PPARD/RARA/MAPK1/CCND1/BAD 25 KEGG hsa04010 MAPK signaling pathway 94/2250 294/8135 0.05428 0.3446 0.3117 NR4A1/RASGRP2/IL1B/MAPK11/VEGFA/RELB/DUSP10/GADD45G/DUSP4/NTRK2/CSF1R/HSPA2/IL1R1/NTRK1/SRF/PDGFA/RAC1/DUSP6/PTPN7/NFKB2/TNF/CSF1/HSPA1A/AKT3/GADD45A/MAP3K6/MAP2K3/DUSP5/ARRB1/MAP3K2/MAPK12/IGF1R/TGFB3/PAK1/FGF9/ATF4/MAP2K6/FLT3/RASGRF2/ELK4/FAS/DUSP16/MAP3K5/PRKCA/STK3/STMN1/CACNG3/MRAS/MAP3K11/IRAK1/DDIT3/FLT1/CACNA2D2/RASGRP4/TAOK3/ELK1/JUN/MKNK1/PPP5C/ERBB2/TAB1/CRK/RAC2/MAP3K3/MAP2K4/FLT4/HSPA6/RAPGEF2/BRAF/ECSIT/TRAF2/MAP4K1/MAPKAPK2/FGF22/HSPA1L/PRKCB/PRKACB/INSR/MAX/TRAF6/FGF8/CACNB2/NTF3/FOS/TGFB1/CDC42/CDC25B/MAPK1/PDGFB/VEGFC/RRAS2/PAK2/RAC3/DUSP1 94 KEGG hsa05142 Chagas disease 36/2250 102/8135 0.05467 0.3446 0.3117 IL1B/MAPK11/GNA15/IL10/CCL3L3/PPP2R1A/TNF/TLR4/AKT3/SERPINE1/C1QB/CFLAR/GNAS/CCL3/MAPK12/TGFB3/CCL2/FAS/TLR2/PPP2CA/IRAK1/BDKRB2/GNAI2/TLR6/JUN/NFKBIA/MAP2K4/CD3E/IFNGR1/C1QA/GNAQ/TRAF6/FOS/PLCB1/TGFB1/MAPK1 36 KEGG hsa04510 Focal adhesion 66/2250 201/8135 0.05859 0.3614 0.3268 VEGFA/ITGA2/ITGA3/PDGFA/RAC1/ZYX/COL9A2/SPP1/COL6A2/PPP1CB/AKT3/ITGB8/ACTG1/MYLK2/SRC/SHC4/MYL12B/PAK4/DOCK1/IGF1R/PAK1/THBS2/COL6A1/ARHGAP35/PAK3/ARHGAP5/COL4A6/VAV2/PRKCA/ITGA1/VASP/PARVB/ITGA6/ACTN4/PIP5K1B/VTN/FLT1/RAPGEF1/ELK1/JUN/ERBB2/CRK/RAC2/BIRC3/FLT4/BRAF/ITGA2B/PRKCB/PPP1R12B/THBS4/PIP5K1A/CDC42/SHC2/PPP1R12A/MAPK1/CCND1/LAMA5/PDGFB/SHC1/VEGFC/BAD/FYN/PAK2/ILK/RAC3/ACTB 66 KEGG hsa05225 Hepatocellular carcinoma 56/2250 168/8135 0.05958 0.3614 0.3268 CDKN1A/GADD45G/E2F2/DPF3/DDB2/E2F1/AKT3/PHF10/BAX/GADD45A/MTOR/WNT10B/SMARCB1/ACTG1/HMOX1/SHC4/DVL3/IGF1R/TGFB3/FZD6/ACTL6A/NQO1/TCF7L2/GSTO1/SMARCA4/PRKCA/DVL1/BAK1/CDKN2A/WNT7A/FRAT1/ARID1A/FZD8/ELK1/TXNRD3/GSTM1/BCL2L1/BRAF/GSTT1/DPF1/FZD9/MGST2/LRP6/PRKCB/APC/AXIN2/MGST3/FZD5/TXNRD2/TGFB1/SHC2/MAPK1/CCND1/SHC1/BAD/ACTB 56 KEGG hsa05310 Asthma 13/2250 31/8135 0.06105 0.3614 0.3268 IL10/TNF/FCER1A/HLA-DMA/PRG2/HLA-DPA1/HLA-DRA/HLA-DMB/HLA-DQA2/IL13/IL4/HLA-DPB1/HLA-DRB1 13 KEGG hsa05216 Thyroid cancer 15/2250 37/8135 0.06167 0.3614 0.3268 CDKN1A/PPARG/GADD45G/NTRK1/CCDC6/DDB2/BAX/GADD45A/TCF7L2/BAK1/RXRA/NCOA4/BRAF/MAPK1/CCND1 15 KEGG hsa05170 Human immunodeficiency virus 1 infection 69/2250 212/8135 0.06408 0.3655 0.3306 GNG4/MAPK11/CDK1/CASP9/RAC1/CCNB2/APOBEC3H/GNG10/TNF/TLR4/AKT3/BAX/CDC25C/MTOR/APOBEC3B/CCNB1/MAP2K3/HLA-G/CALML4/PAK4/MAPK12/BST2/GNG7/PAK1/CCR5/MAP2K6/PAK3/FAS/BID/PRKCA/HLA-E/CFL1/TLR2/AP1S1/BAK1/IRAK1/LIMK1/LIMK2/TAP1/GNAI2/JUN/FBXW11/TAB1/CHEK1/NFKBIA/CRK/RAC2/CUL5/GNB4/BCL2L1/IRF3/SAMHD1/CD3E/RNF7/BTRC/TRAF2/TNFRSF1B/PRKCB/ATR/GNAQ/TRAF6/FOS/ATM/CUL4A/MAPK1/BAD/PAK2/RAC3/TRIM5 69 KEGG hsa05132 Salmonella infection 80/2250 249/8135 0.06456 0.3655 0.3306 TUBB6/IL1B/MAPK11/IL18/NLRP3/RAC1/GAPDH/CYFIP1/TIRAP/TUBA1B/TUBA1C/FHOD1/SNX9/TNF/TLR4/AKT3/BAX/PLEKHM2/ANXA2/KLC1/ACTG1/TUBB/CSE1L/CYTH2/RIPK3/CYFIP2/RHOG/MAP2K3/MYL12B/DYNLRB1/MAPK12/TUBB4B/PAK1/PFN2/KLC3/RPS3/MAP2K6/FYCO1/DCTN5/ARPC1B/PAK3/M6PR/TCF7L2/TNFRSF10B/PTPRC/TUBB3/TLR2/S100A10/ARPC5/BAK1/IRAK1/RALA/PLEKHM1/TLR6/TUBB2A/JUN/KPNA3/TUBB4A/TAB1/NFKBIA/SNX33/ACTR3B/KLC4/MAP2K4/BIRC3/TRAF2/PIK3C3/ACTR1A/RIPK2/TNFSF10/CYTH1/TRAF6/ARF6/AHNAK/FOS/VPS39/CDC42/MAPK1/ARHGEF26/ACTB 80 KEGG hsa04666 Fc gamma R-mediated phagocytosis 34/2250 97/8135 0.06618 0.3684 0.3332 MARCKS/HCK/RAC1/GSN/AKT3/ASAP2/GAB2/FCGR1A/DOCK1/PAK1/ARPC1B/VAV2/PTPRC/PRKCA/VASP/CFL1/PIP5K1B/LAT/ARPC5/LIMK1/LIMK2/CRK/PRKCE/RAC2/ACTR3B/PRKCB/ARF6/SPHK2/NCF1/WASF2/PIP5K1A/CDC42/WAS/MAPK1 34 KEGG hsa05214 Glioma 27/2250 75/8135 0.07031 0.385 0.3482 CDKN1A/GADD45G/E2F2/PDGFA/CAMK1/DDB2/E2F1/AKT3/BAX/GADD45A/MTOR/SHC4/CALML4/CAMK2A/IGF1R/PRKCA/BAK1/CDKN2A/CAMK2G/BRAF/CAMK2D/PRKCB/SHC2/MAPK1/CCND1/PDGFB/SHC1 27 KEGG hsa05144 Malaria 19/2250 50/8135 0.07227 0.3869 0.3499 IL1B/IL18/ICAM1/IL10/TNF/TLR4/SDC2/TGFB3/THBS2/GYPC/HBA2/CCL2/SDC1/TLR2/LRP1/HBB/THBS4/TGFB1/KLRK1 19 KEGG hsa00670 One carbon pool by folate 9/2250 20/8135 0.07297 0.3869 0.3499 MTHFD2/MTHFD1L/TYMS/MTHFS/DHFR/MTHFD1/MTFMT/MTR/AMT 9 KEGG hsa04610 Complement and coagulation cascades 30/2250 85/8135 0.07446 0.3886 0.3515 PLAUR/PROS1/PROC/PLAU/SERPINE1/F5/ITGAX/PLAT/C1QB/F2RL2/CLU/CFD/CFHR4/A2M/VTN/BDKRB2/CD46/C3AR1/CR2/CFI/KLKB1/SERPING1/CFB/CFHR1/F3/F2R/C1QA/C1R/C6/TFPI 30 KEGG hsa05330 Allograft rejection 15/2250 38/8135 0.07673 0.389 0.3519 CD86/IL10/CD80/TNF/HLA-DMA/HLA-G/FAS/HLA-DPA1/HLA-E/HLA-DRA/HLA-DMB/HLA-DQA2/IL4/HLA-DPB1/HLA-DRB1 15 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 11/2250 26/8135 0.07687 0.389 0.3519 PIGK/PIGH/DPM2/PIGQ/PIGO/PIGC/PIGW/PIGM/PIGA/PIGG/PIGT 11 KEGG hsa05205 Proteoglycans in cancer 66/2250 205/8135 0.08342 0.4113 0.372 TWIST1/HBEGF/MAPK11/VEGFA/SDC4/CDKN1A/ITGA2/RAC1/PTPN6/PLAUR/HPSE/GPC1/MMP9/PTCH1/TNF/PPP1CB/ANK1/TLR4/CTTN/AKT3/PLAU/MTOR/WNT10B/ACTG1/STAT3/PDCD4/SRC/ARHGEF12/TIAM1/RPS6/CAMK2A/MAPK12/SDC2/IGF1R/PAK1/FZD6/SDC1/FAS/VAV2/EZR/PRKCA/TLR2/MRAS/VTN/WNT7A/FZD8/ELK1/ERBB2/CD44/CAMK2G/BRAF/CAMK2D/ESR1/FZD9/PRKCB/PRKACB/TIMP3/PPP1R12B/FZD5/TGFB1/CDC42/PPP1R12A/MAPK1/CCND1/RRAS2/ACTB 66 KEGG hsa01524 Platinum drug resistance 26/2250 73/8135 0.08373 0.4113 0.372 CDKN1A/TOP2A/BIRC5/CASP9/MSH6/AKT3/BAX/PMAIP1/FAS/BID/GSTO1/MAP3K5/BAK1/CDKN2A/ERBB2/GSTM1/BCL2L1/BIRC3/GSTT1/MGST2/MGST3/XPA/ATM/MAPK1/ERCC1/BAD 26 KEGG hsa00270 Cysteine and methionine metabolism 19/2250 51/8135 0.0864 0.4182 0.3783 BCAT1/IL4I1/LDHA/SDS/MPST/TST/LDHAL6B/SMS/CTH/MDH2/MRI1/BHMT/MTAP/ENOPH1/LACC1/GCLC/MTR/GSS/BHMT2 19 KEGG hsa04630 JAK-STAT signaling pathway 53/2250 162/8135 0.08765 0.4182 0.3783 LIF/CSF2/IL21/CDKN1A/CSF2RB/IL10/PDGFA/PTPN6/CSF3R/CNTF/MCL1/SOCS2/IL2RA/AKT3/PIAS3/MTOR/IL2RB/STAT3/IL4R/PIM1/SOCS3/IL2RG/IL12RB2/STAM/IL9R/IL21R/IL15RA/PIAS1/CSF2RA/IL12RB1/IL27RA/OSM/STAT4/IL5RA/IL7R/PIAS2/IL22/BCL2L1/IL11RA/IL7/IL13/IL20/IFNGR1/PIAS4/IL4/STAT5A/STAT1/IL10RA/JAK3/CCND1/PDGFB/JAK1/IL23A 53 KEGG hsa04530 Tight junction 55/2250 169/8135 0.09026 0.4204 0.3802 CD1E/RAC1/TUBA1B/TUBA1C/NF2/PPP2R1A/MYH10/ARHGEF18/CD1A/CTTN/TJP2/CD1C/ACTG1/SRC/TIAM1/MYL12B/ARHGEF2/MYL6/CD1B/RAB13/CD1D/AMOT/ARPC1B/PRKAB2/MAP3K5/EZR/MPP5/VASP/PRKCI/ACTN4/SCRIB/PPP2CA/ARPC5/PRKAG2/JUN/IGSF5/ERBB2/PRKCE/ACTR3B/PARD6G/MYL6B/RAPGEF2/CLDN7/MYH9/PRKACB/PARD6B/ARHGAP17/PARD6A/WHAMM/CDC42/WAS/CCND1/CLDN4/MAGI1/ACTB 55 KEGG hsa00730 Thiamine metabolism 7/2250 15/8135 0.09108 0.4204 0.3802 TPK1/AK5/AK4/AK1/ACP1/NFS1/AK2 7 KEGG hsa00061 Fatty acid biosynthesis 8/2250 18/8135 0.0952 0.4204 0.3802 MECR/MCAT/ACSL1/HSD17B8/ACSL4/OXSM/ACACB/FASN 8 KEGG hsa00760 Nicotinate and nicotinamide metabolism 14/2250 36/8135 0.09557 0.4204 0.3802 SIRT6/PNP/NAMPT/NADK/SIRT3/SIRT2/NT5E/NNT/SIRT7/NT5C2/NMNAT1/NMNAT3/SIRT1/ASPDH 14 KEGG hsa03030 DNA replication 14/2250 36/8135 0.09557 0.4204 0.3802 MCM4/MCM5/FEN1/MCM2/RFC2/MCM7/POLD4/RNASEH2A/POLE/MCM3/DNA2/SSBP1/RNASEH2C/POLE2 14 KEGG hsa00051 Fructose and mannose metabolism 13/2250 33/8135 0.09691 0.4204 0.3802 TPI1/HK1/PFKFB3/PFKP/MPI/HK2/ALDOC/PFKFB4/ENOSF1/PFKFB2/ALDOA/PFKL/ALDOB 13 KEGG hsa03410 Base excision repair 13/2250 33/8135 0.09691 0.4204 0.3802 HMGB1/APEX2/MPG/NEIL3/FEN1/PARP2/POLD4/POLE/XRCC1/NEIL1/OGG1/MUTYH/POLE2 13 KEGG hsa04390 Hippo signaling pathway 51/2250 157/8135 0.1024 0.4386 0.3967 TP73/BIRC5/YWHAH/YWHAE/NF2/PPP2R1A/YWHAZ/PPP1CB/TEAD3/SERPINE1/WNT10B/ACTG1/SMAD7/NKD1/LIMD1/DVL3/TGFB3/FZD6/WWTR1/AMOT/TCF7L2/MPP5/STK3/PRKCI/DVL1/SCRIB/PPP2CA/WNT7A/YWHAQ/GDF7/FZD8/FBXW11/YAP1/PARD6G/BIRC3/CTNNA1/BTRC/DLG5/SMAD1/FZD9/PARD6B/APC/AXIN2/PARD6A/FZD5/TEAD4/ID1/TGFB1/CCND1/DLG4/ACTB 51 KEGG hsa03050 Proteasome 17/2250 46/8135 0.1079 0.456 0.4125 POMP/PSMD8/PSMD1/PSMD2/PSMF1/PSMD9/PSMA5/PSMB7/PSME2/PSMB5/PSMB4/PSMA3/PSMB1/PSMD7/PSMB3/PSMC5/PSMD11 17 KEGG hsa01230 Biosynthesis of amino acids 26/2250 75/8135 0.1102 0.4601 0.4162 BCAT1/TPI1/GAPDH/ENO1/PGAM1/PFKP/SDS/PKM/ALDOC/GPT/ASNS/CTH/ENO3/ARG1/NAGS/CS/ACO1/PSPH/IDH3B/ALDOA/RPE/MTR/GPT2/PRPS1/PFKL/ALDOB 26 KEGG hsa00920 Sulfur metabolism 5/2250 10/8135 0.1129 0.4656 0.4212 SUOX/ETHE1/MPST/TST/PAPSS2 5 KEGG hsa05143 African trypanosomiasis 14/2250 37/8135 0.1162 0.4733 0.4281 IL1B/IL18/ICAM1/IL10/TNF/HBA2/FAS/PRKCA/IDO1/APOL1/HBB/PRKCB/GNAQ/PLCB1 14 KEGG hsa05161 Hepatitis B 52/2250 162/8135 0.1184 0.4764 0.4309 EGR3/EGR2/MAPK11/IRF7/CDKN1A/BIRC5/CASP9/E2F2/CCNA2/TIRAP/MMP9/YWHAZ/DDB2/CREB3L2/TNF/E2F1/TLR4/AKT3/BAX/STAT3/SRC/MAP2K3/CDK2/MAPK12/TGFB3/ATF4/CCNE2/MAP2K6/FAS/BID/PRKCA/TLR2/IRAK1/YWHAQ/ELK1/JUN/STAT4/TAB1/NFKBIA/IRF3/MAP2K4/BRAF/STAT5A/PRKCB/TRAF6/STAT1/FOS/TGFB1/JAK3/MAPK1/BAD/JAK1 52 KEGG hsa05220 Chronic myeloid leukemia 26/2250 76/8135 0.1252 0.498 0.4504 CDKN1A/GADD45G/E2F2/DDB2/E2F1/AKT3/BAX/GADD45A/GAB2/SHC4/TGFB3/BAK1/CDKN2A/NFKBIA/CRK/BCL2L1/BRAF/STAT5A/CTBP1/BCR/TGFB1/SHC2/MAPK1/CCND1/SHC1/BAD 26 KEGG hsa05210 Colorectal cancer 29/2250 86/8135 0.1275 0.5011 0.4533 CDKN1A/BIRC5/CASP9/GADD45G/RAC1/DDB2/MSH6/AKT3/BAX/GADD45A/PMAIP1/MTOR/TGFB3/TCF7L2/RALGDS/BAK1/RALA/JUN/RAC2/BRAF/APC/AXIN2/RALB/FOS/TGFB1/MAPK1/CCND1/BAD/RAC3 29 KEGG hsa04978 Mineral absorption 21/2250 60/8135 0.1299 0.5017 0.4538 VDR/MT1E/MT2A/HMOX1/HEPH/ATP1B1/MT1X/MT1H/ATP2B4/SLC26A6/FTL/MT1G/ATP1B3/FTH1/MT1A/HMOX2/CYBRD1/MT1B/MT1M/SLC40A1/MT1F 21 KEGG hsa05134 Legionellosis 20/2250 57/8135 0.1343 0.5017 0.4538 IL1B/IL18/CASP9/HSPA2/NFKB2/TNF/HSPA1A/TLR4/VCP/BCL2L13/TLR2/CXCL2/EEF1A1/CXCL3/NFKBIA/EEF1A2/HSPA6/HSPA1L/RAB1A/RAB1B 20 KEGG hsa04810 Regulation of actin cytoskeleton 68/2250 218/8135 0.1348 0.5017 0.4538 IQGAP3/ITGA2/ITGA3/PDGFA/RAC1/CYFIP1/MYH10/PPP1CB/GSN/ITGB8/ACTG1/MYLK2/ITGAX/CYFIP2/SRC/ARHGEF12/TIAM1/MYL12B/PAK4/DOCK1/PAK1/FGF9/PFN2/ARHGAP35/PIKFYVE/ARPC1B/PAK3/TMSB4Y/VAV2/EZR/ITGA1/CFL1/ITGA6/ACTN4/PIP5K1B/DIAPH3/MRAS/ARPC5/LIMK1/LIMK2/BDKRB2/INSRR/ITGAE/CRK/RAC2/ACTR3B/BRAF/MYH9/F2R/FGF22/ITGA2B/SSH2/FGF8/PIP4K2A/PPP1R12B/APC/WASF2/PIP4K2B/PIP5K1A/CDC42/PPP1R12A/MAPK1/PDGFB/SPATA13/RRAS2/PAK2/RAC3/ACTB 68 KEGG hsa03440 Homologous recombination 15/2250 41/8135 0.1352 0.5017 0.4538 RBBP8/TOP3A/RAD54L/BRCA2/RAD51/TOPBP1/POLD4/BRCC3/XRCC3/EME1/SSBP1/RAD52/ATM/BARD1/RAD54B 15 KEGG hsa05219 Bladder cancer 15/2250 41/8135 0.1352 0.5017 0.4538 HBEGF/VEGFA/CDKN1A/E2F2/TYMP/DAPK2/MMP9/E2F1/SRC/CDKN2A/ERBB2/BRAF/DAPK1/MAPK1/CCND1 15 KEGG hsa05340 Primary immunodeficiency 14/2250 38/8135 0.1392 0.511 0.4622 RFXANK/BTK/IL2RG/PTPRC/AICDA/CD19/TNFRSF13B/TAP1/IL7R/CD3E/RFXAP/RAG2/JAK3/ZAP70 14 KEGG hsa04657 IL-17 signaling pathway 31/2250 94/8135 0.1485 0.539 0.4875 IL1B/MAPK11/CSF2/FOSL1/CCL20/IL17A/MMP9/FOSB/TNF/CXCL10/IL17RE/MAPK12/CCL2/CCL17/TRAF4/CXCL2/CXCL3/JUN/IL17RC/NFKBIA/CEBPB/ELAVL1/IL13/TRAF2/S100A8/IL4/TRAF6/IL17C/CCL7/FOS/MAPK1 31 KEGG hsa04520 Adherens junction 24/2250 71/8135 0.1518 0.5451 0.493 PTPRF/RAC1/PTPN6/PTPN1/ACTG1/SRC/SNAI1/IGF1R/TCF7L2/ACTN4/ERBB2/RAC2/PTPRM/CTNNA1/FER/INSR/ACP1/WASF2/CDC42/WAS/MAPK1/FYN/RAC3/ACTB 24 KEGG hsa00230 Purine metabolism 41/2250 128/8135 0.155 0.5508 0.4982 ENTPD1/CANT1/PDE4A/RRM2B/ENTPD5/ADCY4/NUDT16/PFAS/AK5/PDE4D/RRM1/PDE4B/HPRT1/ENTPD2/ADCY6/AK3/PNP/NME4/ADPRM/AMPD2/NME3/ENPP4/AK4/ADCY3/APRT/IMPDH1/ENTPD4/RRM2/GUK1/AMPD3/LACC1/NT5E/PDE7B/AK1/ADCY9/PRPS1/PAPSS2/AK2/NT5C2/PDE6B/NME2 41 KEGG hsa04664 Fc epsilon RI signaling pathway 23/2250 68/8135 0.1573 0.553 0.5002 MAPK11/CSF2/RAC1/ALOX5AP/TNF/FCER1A/AKT3/GAB2/MAP2K3/BTK/MAPK12/MAP2K6/VAV2/PRKCA/LAT/ALOX5/RAC2/MAP2K4/IL13/IL4/MAPK1/FYN/RAC3 23 KEGG hsa00120 Primary bile acid biosynthesis 7/2250 17/8135 0.1636 0.5633 0.5095 HSD3B7/CH25H/CYP7B1/ACOX2/ACOT8/AMACR/CYP7A1 7 KEGG hsa00450 Selenocompound metabolism 7/2250 17/8135 0.1636 0.5633 0.5095 CTH/SEPHS1/TXNRD3/MARS2/MTR/PAPSS2/TXNRD2 7 KEGG hsa04146 Peroxisome 27/2250 82/8135 0.171 0.568 0.5137 MPV17/ABCD1/PMVK/ABCD2/FAR2/SLC27A2/HMGCL/EPHX2/PRDX5/ACSL1/ACOX2/ACOT8/AMACR/PEX2/PXMP4/PXMP2/ACSL4/PEX3/PEX5/PEX11A/GSTK1/NUDT19/PECR/PEX13/PEX1/PRDX1/DECR2 27 KEGG hsa04722 Neurotrophin signaling pathway 38/2250 119/8135 0.1714 0.568 0.5137 MAPK11/TP73/SH2B2/NTRK2/NTRK1/RAC1/YWHAE/NFKBIE/AKT3/BAX/NFKBIB/SHC4/CALML4/CAMK2A/MAPK12/NTRK3/ATF4/IRAK3/MAP3K5/IRAK1/RAPGEF1/JUN/CAMK2G/NFKBIA/CRK/MAP3K3/BRAF/CAMK2D/RIPK2/MAPKAPK2/TRAF6/ARHGDIA/NTF3/CDC42/SHC2/MAPK1/SHC1/BAD 38 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 17/2250 49/8135 0.1718 0.568 0.5137 HK1/GPI/MPI/NANS/HK2/CYB5R2/GNE/GALK2/GNPDA1/GALK1/CYB5R1/HEXB/GALT/CYB5RL/UAP1L1/CMAS/NAGK 17 KEGG hsa04672 Intestinal immune network for IgA production 17/2250 49/8135 0.1718 0.568 0.5137 CD86/IL10/CD80/HLA-DMA/IL15RA/HLA-DPA1/PIGR/HLA-DRA/AICDA/TNFRSF13B/HLA-DMB/HLA-DQA2/TNFSF13/IL4/HLA-DPB1/TGFB1/HLA-DRB1 17 KEGG hsa04330 Notch signaling pathway 20/2250 59/8135 0.1755 0.5746 0.5198 NOTCH1/JAG2/TLE4/MAML1/TLE2/MAML2/DTX3L/DTX3/DVL3/KAT2A/RBPJ/JAG1/ATXN1/TLE3/DVL1/DTX4/DTX1/DTX2/CTBP1/DLL1 20 KEGG hsa05224 Breast cancer 46/2250 147/8135 0.1831 0.5883 0.5322 NOTCH1/JAG2/CDKN1A/GADD45G/E2F2/DDB2/NFKB2/E2F1/BRCA2/AKT3/BAX/GADD45A/MTOR/WNT10B/SHC4/DVL3/IGF1R/FZD6/FGF9/JAG1/TCF7L2/DVL1/BAK1/SP1/WNT7A/FRAT1/FZD8/JUN/ERBB2/FLT4/BRAF/ESR1/FGF22/FZD9/LRP6/FGF8/APC/AXIN2/TNFSF11/FZD5/FOS/DLL1/SHC2/MAPK1/CCND1/SHC1 46 KEGG hsa04971 Gastric acid secretion 25/2250 76/8135 0.1839 0.5883 0.5322 SLC4A2/ACTG1/MYLK2/ADCY4/CALML4/GNAS/CAMK2A/KCNJ2/ADCY6/ATP1B1/EZR/PRKCA/GNAI2/ATP1B3/CAMK2G/CA2/ADCY3/CAMK2D/PRKCB/PRKACB/GNAQ/ADCY9/PLCB1/KCNK2/ACTB 25 KEGG hsa04940 Type I diabetes mellitus 15/2250 43/8135 0.185 0.5883 0.5322 IL1B/CD86/CD80/TNF/HLA-DMA/HLA-G/FAS/HLA-DPA1/HLA-E/HLA-DRA/LTA/HLA-DMB/HLA-DQA2/HLA-DPB1/HLA-DRB1 15 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 18/2250 53/8135 0.1892 0.5962 0.5393 VDR/CLTB/GNAS/ADCY6/ATP1B1/PRKCA/ATP2B4/AP2S1/KLK1/BDKRB2/ATP1B3/DNM1/ESR1/PRKCB/PRKACB/GNAQ/ADCY9/PLCB1 18 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 32/2250 100/8135 0.1926 0.6005 0.5431 EGR1/IL1B/MAPK11/VEGFA/ICAM1/RAC1/PLCD3/TNF/CYBB/AKT3/BAX/SERPINE1/STAT3/PIM1/MAPK12/TGFB3/CCL2/FOXO1/COL4A6/PRKCA/JUN/PRKCE/F3/STAT5A/PRKCB/STAT1/PLCB1/TGFB1/CDC42/MAPK1/CCND1/VEGFC 32 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 9/2250 24/8135 0.1947 0.6005 0.5431 HS3ST3B1/HS3ST3A1/B3GAT3/B3GALT6/EXT1/EXTL2/HS6ST1/XYLT1/B4GALT7 9 KEGG hsa05230 Central carbon metabolism in cancer 23/2250 70/8135 0.1982 0.6005 0.5431 SLC16A3/SLC1A5/NTRK1/SLC7A5/HK1/LDHA/SCO2/PGAM1/PFKP/SIRT6/HK2/AKT3/MTOR/LDHAL6B/GLS2/PKM/NTRK3/PDHB/FLT3/SIRT3/ERBB2/PFKL/MAPK1 23 KEGG hsa04068 FoxO signaling pathway 41/2250 131/8135 0.1992 0.6005 0.5431 MAPK11/CDKN1A/GADD45G/KLF2/IL10/CDKN2B/CCNG2/BCL6/CCNB2/PLK4/SETD7/PLK2/AKT3/PLK1/GADD45A/HOMER2/STAT3/CCNB1/HOMER1/CDK2/MAPK12/IGF1R/TGFB3/SLC2A4/S1PR1/FOXO1/PRKAB2/PRKAG2/AGAP2/IL7R/RBL2/BRAF/SGK2/TNFSF10/INSR/ATM/RAG2/TGFB1/MAPK1/CCND1/SIRT1 41 KEGG hsa04932 Non-alcoholic fatty liver disease 48/2250 155/8135 0.1996 0.6005 0.5431 IL1B/MAPK11/PPARG/RAC1/COX8A/TNF/AKT3/BAX/SOCS3/MAPK12/NDUFB11/COX6A1/UQCRC1/ATF4/NDUFB8/FAS/BID/PRKAB2/MAP3K5/ADIPOR2/NDUFS1/MAP3K11/ADIPOR1/DDIT3/RXRA/PRKAG2/NDUFS7/JUN/COX6B2/NDUFB10/NDUFC1/GSK3A/NDUFA9/COX4I1/UQCR11/TRAF2/EIF2AK3/ADIPOQ/ERN1/NDUFA12/INSR/FOS/NDUFA4/NDUFB2/TGFB1/CDC42/NDUFA13/MLX 48 KEGG hsa04620 Toll-like receptor signaling pathway 33/2250 104/8135 0.2035 0.6068 0.5488 IL1B/MAPK11/IRF7/CD86/CCL3L3/CD80/RAC1/TLR8/TIRAP/SPP1/TNF/IRF5/TLR4/AKT3/CXCL10/MAP2K3/CCL3/MAPK12/MAP2K6/TOLLIP/CXCL9/TLR2/IRAK1/TLR6/JUN/TAB1/NFKBIA/IRF3/MAP2K4/TRAF6/STAT1/FOS/MAPK1 33 KEGG hsa03020 RNA polymerase 12/2250 34/8135 0.2075 0.6132 0.5546 POLR2J3/POLR3H/POLR1D/POLR2I/POLR2C/ZNRD1/POLR2M/POLR2J/CRCP/POLR3GL/POLR2A/POLR1B 12 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 6/2250 15/8135 0.2127 0.6231 0.5636 GLB1/ST8SIA1/ST6GALNAC4/SLC33A1/HEXB/ST6GALNAC6 6 KEGG hsa04710 Circadian rhythm 11/2250 31/8135 0.2158 0.6267 0.5669 CRY1/PER2/BHLHE40/RORC/PRKAB2/PRKAG2/FBXW11/ARNTL/BTRC/BHLHE41/PER3 11 KEGG hsa04071 Sphingolipid signaling pathway 37/2250 119/8135 0.2275 0.651 0.5888 MAPK11/SGMS1/ABCC1/RAC1/SGMS2/PPP2R1A/TNF/FCER1A/AKT3/BAX/GAB2/MAPK12/SGPP1/PPP2R3C/S1PR1/BID/MAP3K5/PRKCA/PPP2CA/CTSD/BDKRB2/GNAI2/ACER1/PRKCE/RAC2/ACER2/ASAH2/TRAF2/PRKCB/GNAQ/PPP2R3B/SPHK2/PLCB1/CERS3/MAPK1/FYN/RAC3 37 KEGG hsa04012 ErbB signaling pathway 27/2250 85/8135 0.2305 0.651 0.5888 HBEGF/CDKN1A/EIF4EBP1/AKT3/MTOR/SRC/SHC4/PAK4/CAMK2A/PAK1/PAK3/PRKCA/ELK1/JUN/ERBB2/CAMK2G/CRK/MAP2K4/BRAF/CAMK2D/STAT5A/PRKCB/SHC2/MAPK1/SHC1/BAD/PAK2 27 KEGG hsa05213 Endometrial cancer 19/2250 58/8135 0.2314 0.651 0.5888 CDKN1A/CASP9/GADD45G/DDB2/AKT3/BAX/GADD45A/TCF7L2/BAK1/ELK1/ERBB2/CTNNA1/BRAF/APC/AXIN2/MAPK1/CCND1/BAD/ILK 19 KEGG hsa04144 Endocytosis 75/2250 251/8135 0.2319 0.651 0.5888 RAB31/HSPA2/RAB11FIP1/TFRC/CLTB/PML/STAMBP/CHMP2B/CAPZB/HSPA1A/IL2RA/WIPF2/ASAP2/LDLR/IL2RB/ZFYVE27/SNF8/CYTH2/SRC/PSD4/HLA-G/ARRB1/IL2RG/STAM/IGF1R/ZFYVE9/CCR5/SH3GL1/ARPC1B/SMURF1/HLA-E/PRKCI/PIP5K1B/ARPC5/IQSEC1/AP2S1/ARAP1/HGS/AGAP5/CAPZA1/PSD3/ACAP1/ARAP3/RAB11FIP3/GBF1/AGAP2/DNAJC6/ACTR3B/SNX12/IST1/PARD6G/HSPA6/ARF4/RUFY2/DNM1/CHMP1A/EEA1/RAB11FIP5/RAB11FIP4/LDLRAP1/HSPA1L/GRK5/CYTH1/PARD6B/CHMP2A/TRAF6/ARF6/PARD6A/GRK6/EHD3/PIP5K1A/CDC42/IQSEC3/CHMP3/EHD4 75 KEGG hsa03022 Basal transcription factors 15/2250 45/8135 0.2423 0.6672 0.6035 CDK7/TAF1L/TAF9B/TAF6L/TAF10/ERCC2/TAF11/GTF2H2/GTF2H1/TAF7/TAF6/MNAT1/GTF2H5/GTF2IRD1/GTF2I 15 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 28/2250 89/8135 0.2432 0.6672 0.6035 MAPK11/BATF/PDCD1/PTPN6/EML4/TIRAP/NFKBIE/TLR4/AKT3/MTOR/NFKBIB/STAT3/MAP2K3/MAPK12/MAP2K6/LAT/TLR2/JUN/NFKBIA/MAP3K3/CD3E/IFNGR1/TRAF6/STAT1/FOS/MAPK1/ZAP70/JAK1 28 KEGG hsa05223 Non-small cell lung cancer 23/2250 72/8135 0.2437 0.6672 0.6035 CDKN1A/CASP9/GADD45G/E2F2/EML4/DDB2/E2F1/AKT3/BAX/GADD45A/STAT3/PRKCA/BAK1/CDKN2A/RXRA/ERBB2/BRAF/STAT5A/PRKCB/JAK3/MAPK1/CCND1/BAD 23 KEGG hsa05414 Dilated cardiomyopathy 30/2250 96/8135 0.2465 0.6674 0.6037 ITGA2/ITGA3/TNF/SGCB/ITGB8/ACTG1/LMNA/ADCY4/GNAS/ATP2A1/TGFB3/ADCY6/ITGA1/CACNG3/ITGA6/TPM2/MYBPC3/CACNA2D2/MYH7/EMD/TNNC1/ADCY3/ITGA2B/PRKACB/ADCY9/TPM1/CACNB2/MYH6/TGFB1/ACTB 30 KEGG hsa05332 Graft-versus-host disease 14/2250 42/8135 0.2528 0.6674 0.6037 IL1B/CD86/CD80/TNF/HLA-DMA/HLA-G/FAS/HLA-DPA1/HLA-E/HLA-DRA/HLA-DMB/HLA-DQA2/HLA-DPB1/HLA-DRB1 14 KEGG hsa00531 Glycosaminoglycan degradation 7/2250 19/8135 0.2544 0.6674 0.6037 GLB1/HPSE/HYAL3/IDS/IDUA/HEXB/GUSB 7 KEGG hsa01210 2-Oxocarboxylic acid metabolism 7/2250 19/8135 0.2544 0.6674 0.6037 BCAT1/GPT/NAGS/CS/ACO1/IDH3B/GPT2 7 KEGG hsa04912 GnRH signaling pathway 29/2250 93/8135 0.2555 0.6674 0.6037 EGR1/HBEGF/MAPK11/ADCY4/SRC/MAP2K3/CALML4/GNAS/MAP3K2/CAMK2A/MAPK12/ADCY6/ATF4/MAP2K6/PRKCA/ELK1/JUN/CAMK2G/ADCY3/MAP3K3/MAP2K4/CAMK2D/PRKCB/PRKACB/GNAQ/ADCY9/PLCB1/CDC42/MAPK1 29 KEGG hsa04611 Platelet activation 38/2250 124/8135 0.2558 0.6674 0.6037 RASGRP2/MAPK11/ITGA2/PPP1CB/AKT3/ACTG1/MYLK2/ADCY4/SRC/ARHGEF12/P2RX1/MYL12B/BTK/GNAS/MAPK12/APBB1IP/ADCY6/PIK3R5/ARHGAP35/VASP/PRKCI/FERMT3/SNAP23/GNAI2/TBXAS1/ADCY3/TBXA2R/F2R/ITGA2B/PRKACB/P2RY1/GNAQ/ADCY9/PLCB1/PPP1R12A/MAPK1/FYN/ACTB 38 KEGG hsa04392 Hippo signaling pathway - multiple species 10/2250 29/8135 0.2632 0.6782 0.6134 RASSF2/NF2/TEAD3/DCHS1/LIMD1/PAK1/WWTR1/STK3/YAP1/TEAD4 10 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 58/2250 194/8135 0.264 0.6782 0.6134 GNG4/MAPK11/IRF7/VEGFA/CD86/CSF2/CDKN1A/ICAM1/CASP9/E2F2/HCK/RAC1/CCR1/GNG10/ZFP36/E2F1/AKT3/BAX/MAP1LC3A/MTOR/STAT3/SRC/CCR4/HLA-G/CALML4/MAPK12/GNG7/UBB/CCR5/MAP2K6/PIK3R5/RPS27A/PREX1/FAS/TCF7L2/BID/HLA-E/UBA52/MICA/BAK1/CXCL2/CXCL3/JUN/NFKBIA/CCR8/GNB4/IRF3/MAP2K4/TRAF2/PIK3C3/IFNGR1/MAPKAPK2/STAT1/FOS/MAPK1/CCND1/PDGFB/JAK1 58 KEGG hsa04625 C-type lectin receptor signaling pathway 32/2250 104/8135 0.2698 0.6879 0.6222 EGR3/EGR2/IL1B/MAPK11/RELB/NLRP3/IL10/BCL3/CCL22/CLEC7A/KSR1/NFKB2/TNF/AKT3/LSP1/CARD9/SRC/ARHGEF12/CALML4/MAPK12/PAK1/CCL17/CYLD/MRAS/CLEC4D/JUN/NFKBIA/MAPKAPK2/STAT1/MAPK1/RRAS2/IL23A 32 KEGG hsa05162 Measles 42/2250 139/8135 0.2765 0.6997 0.6329 IL1B/IRF7/TP73/CASP9/HSPA2/OAS2/MX1/HSPA1A/IL2RA/TLR4/AKT3/BAX/IL2RB/NFKBIB/STAT3/IL2RG/CDK2/CCNE2/FAS/BID/TLR2/BAK1/IRAK1/CD46/JUN/NFKBIA/BCL2L1/IRF3/CD3E/OAS1/HSPA6/EIF3H/EIF2AK3/STAT5A/HSPA1L/TRAF6/STAT1/FOS/JAK3/CCND1/BAD/JAK1 42 KEGG hsa01200 Carbon metabolism 35/2250 115/8135 0.2825 0.7094 0.6416 TPI1/GAPDH/HK1/ENO1/PGAM1/PFKP/GPI/HK2/SDS/PKM/GLDC/ALDOC/OGDH/PDHB/GPT/MDH2/DLST/DLAT/ENO3/CS/ACO1/PSPH/GLUD1/IDH3B/ALDOA/ME3/ACSS1/RPE/PCCB/GPT2/PRPS1/AMT/PFKL/ALDOB/PGD 35 KEGG hsa05164 Influenza A 51/2250 171/8135 0.287 0.7155 0.6471 IL1B/IRF7/IL18/NLRP3/ICAM1/CASP9/OAS2/PML/KPNA2/MX1/TNF/NUP98/TLR4/AKT3/BAX/CXCL10/TRIM25/HLA-DMA/ACTG1/NFKBIB/RSAD2/FDPS/SOCS3/CCL2/CALCOCO2/FAS/BID/TNFRSF10B/HLA-DPA1/PRKCA/HLA-DRA/BAK1/VDAC1/SLC25A5/NFKBIA/RAE1/HLA-DMB/IRF3/HLA-DQA2/OAS1/IFNGR1/TNFSF10/PRKCB/HLA-DPB1/STAT1/SLC25A4/MAPK1/HLA-DRB1/JAK1/NXF3/ACTB 51 KEGG hsa04360 Axon guidance 54/2250 182/8135 0.2952 0.7285 0.6589 ABLIM1/FES/RAC1/EPHB1/PLXNB2/CDK5/PTCH1/SEMA4C/PLXNB1/SEMA7A/SRGAP2/TRPC1/RGMA/SEMA3G/SRC/EPHB4/ARHGEF12/MYL12B/SEMA6C/PAK4/CAMK2A/PLXNA1/PAK1/SEMA6B/EFNB1/PAK3/PRKCA/L1CAM/CFL1/LIMK1/LIMK2/GNAI2/GDF7/SRGAP3/CAMK2G/RAC2/SEMA3B/PARD6G/SEMA5B/CAMK2D/ABLIM2/SSH2/PARD6B/SEMA4D/LRRC4C/PARD6A/SEMA5A/CDC42/MAPK1/TRPC5/FYN/PAK2/ILK/RAC3 54 KEGG hsa04540 Gap junction 27/2250 88/8135 0.298 0.7285 0.6589 TUBB6/CDK1/PDGFA/TUBA1B/TUBA1C/TUBB/ADCY4/SRC/GNAS/HTR2A/MAP3K2/TUBB4B/ADCY6/PRKCA/TUBB3/DRD1/GNAI2/TUBB2A/TUBB4A/ADCY3/PRKCB/PRKACB/GNAQ/ADCY9/PLCB1/MAPK1/PDGFB 27 KEGG hsa00260 Glycine, serine and threonine metabolism 13/2250 40/8135 0.2988 0.7285 0.6589 PGAM1/GAMT/SDS/GLDC/SARDH/CTH/GCAT/BHMT/GRHPR/PSPH/GNMT/ALDH7A1/AMT 13 KEGG hsa04972 Pancreatic secretion 31/2250 102/8135 0.301 0.7285 0.659 RAC1/SLC4A2/TRPC1/CELA2B/ADCY4/SLC12A2/GNAS/PLA2G12A/ATP2A1/RAB3D/ADCY6/CCKAR/CCK/ATP1B1/PRKCA/ATP2B4/ATP1B3/CA2/CLCA2/ADCY3/PLA2G2A/PLA2G2C/CPB1/PRKCB/CTRB1/GNAQ/ADCY9/PLA2G5/CLCA1/PLCB1/AMY2A 31 KEGG hsa00620 Pyruvate metabolism 15/2250 47/8135 0.3055 0.7326 0.6626 LDHA/LDHAL6B/PKM/PDHB/ALDH2/MDH2/DLAT/GRHPR/ME3/ACACB/ACSS1/ALDH7A1/ALDH9A1/ACYP1/AKR1A1 15 KEGG hsa04612 Antigen processing and presentation 24/2250 78/8135 0.3072 0.7326 0.6626 HSPA2/IFI30/HSPA5/TNF/HSPA1A/HLA-DMA/RFXANK/HLA-G/CD74/CTSB/HLA-DPA1/HLA-E/HLA-DRA/TAP1/HLA-DMB/HLA-DQA2/HSPA6/PSME2/CANX/HSPA1L/RFXAP/HLA-DPB1/HLA-DRB1/NFYB 24 KEGG hsa01250 Biosynthesis of nucleotide sugars 12/2250 37/8135 0.3131 0.7326 0.6626 HK1/GPI/MPI/NANS/HK2/GNE/GALK2/GALK1/GALT/UAP1L1/CMAS/NAGK 12 KEGG hsa04934 Cushing syndrome 46/2250 155/8135 0.3133 0.7326 0.6626 NR4A1/CDKN1A/E2F2/CDKN2B/CREB3L2/E2F1/ARMC5/CDKN2C/LDLR/WNT10B/ADCY4/GNAS/CDK2/CAMK2A/DVL3/FZD6/ADCY6/ATF4/CCNE2/RASD1/TCF7L2/DVL1/CDKN2A/SP1/GNAI2/WNT7A/FZD8/CAMK2G/ADCY3/BRAF/HSD3B2/CAMK2D/WDR5B/FZD9/PRKACB/GNAQ/ADCY9/APC/AXIN2/PBX1/FZD5/CYP11A1/PLCB1/MAPK1/CCND1/KCNK2 46 KEGG hsa04140 Autophagy - animal 42/2250 141/8135 0.3136 0.7326 0.6626 SQSTM1/TP53INP2/DAPK2/MTMR3/HMGB1/AKT3/MAP1LC3A/MTOR/ATG9A/CFLAR/IGF1R/SNAP29/AMBRA1/CTSB/DDIT4/MRAS/ULK1/PPP2CA/TANK/CTSD/ATG2B/DEPTOR/BCL2L1/UVRAG/MTMR14/DAPK1/RAB39B/LAMP1/PIK3C3/EIF2AK3/ERN1/ATG4B/PRKACB/TRAF6/PIK3R4/RAB1A/RRAGB/ATG7/MAPK1/MLST8/BAD/RRAS2 42 KEGG hsa04662 B cell receptor signaling pathway 25/2250 82/8135 0.3207 0.7433 0.6723 RAC1/PTPN6/NFKBIE/AKT3/LILRA2/NFKBIB/DAPP1/LILRB4/BTK/CD79B/VAV2/LILRB2/IFITM1/CD19/JUN/CR2/NFKBIA/RAC2/LILRA6/LILRA5/CARD11/PRKCB/FOS/MAPK1/RAC3 25 KEGG hsa05150 Staphylococcus aureus infection 29/2250 96/8135 0.3227 0.7433 0.6723 ICAM1/FPR1/IL10/FPR3/HLA-DMA/FCGR1A/C1QB/CFD/HLA-DPA1/HLA-DRA/FPR2/C3AR1/FCAR/HLA-DMB/CFI/KRT19/HLA-DQA2/KRT20/CFB/KRT31/C1QA/C1R/DEFA1B/HLA-DPB1/DEFA4/KRT40/KRT12/HLA-DRB1/PTAFR 29 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 24/2250 79/8135 0.3329 0.7615 0.6888 VEGFA/PDGFA/EIF4EBP1/AKT3/BAX/MTOR/STAT3/SRC/SHC4/RPS6/AXL/IGF1R/PRKCA/ERBB2/BCL2L1/BRAF/EIF4E2/PRKCB/SHC2/MAPK1/PDGFB/SHC1/BAD/JAK1 24 KEGG hsa05020 Prion disease 79/2250 273/8135 0.3373 0.7642 0.6912 TUBB6/EGR1/PPIF/IL1B/MAPK11/NOTCH1/CASP9/HSPA2/RAC1/NCF4/TUBA1B/TUBA1C/COX8A/HSPA5/CREB3L2/TNF/HSPA1A/CYBB/BAX/KLC1/TUBB/C1QB/PSMD8/STIP1/MAPK12/NDUFB11/PSMD1/TUBB4B/PSMD2/COX6A1/UQCRC1/ATF4/KLC3/NDUFB8/TUBB3/NDUFS1/PSMD9/PSMA5/DDIT3/NDUFS7/TUBB2A/VDAC1/PSMB7/TUBB4A/SLC25A5/COX6B2/NDUFB10/RAC2/GRIN3B/CYBA/NDUFC1/KLC4/HSPA6/NDUFA9/COX4I1/UQCR11/EIF2AK3/PSMB5/PRNP/C1QA/NDUFA12/HSPA1L/PRKACB/PSMB4/PSMA3/C6/SLC25A4/NCF1/NDUFA4/NDUFB2/PSMB1/PSMD7/NDUFA13/PSMB3/MAPK1/PSMC5/BAD/FYN/PSMD11 79 KEGG hsa05012 Parkinson disease 77/2250 266/8135 0.3386 0.7642 0.6912 TUBB6/PPIF/CASP9/ADORA2A/SLC39A1/TUBA1B/SLC39A7/TUBA1C/COX8A/HSPA5/BAX/KLC1/TUBB/PSMD8/CALML4/GNAS/CAMK2A/UBB/NDUFB11/PSMD1/TUBB4B/PSMD2/UBA7/COX6A1/UQCRC1/ATF4/KLC3/NDUFB8/RPS27A/SLC39A11/MAP3K5/PINK1/UBE2G2/UBA52/TUBB3/NDUFS1/DRD1/PSMD9/PSMA5/DDIT3/GNAI2/NDUFS7/TUBB2A/VDAC1/PARK7/PSMB7/TUBB4A/SLC25A5/COX6B2/CAMK2G/NDUFB10/BCL2L1/NDUFC1/KLC4/NDUFA9/COX4I1/UQCR11/EIF2AK3/CAMK2D/PSMB5/ERN1/NDUFA12/PRKACB/PSMB4/PSMA3/SLC25A4/NDUFA4/SLC39A10/NDUFB2/PSMB1/PSMD7/NDUFA13/PSMB3/UCHL1/PSMC5/PSMD11/DUSP1 77 KEGG hsa04920 Adipocytokine signaling pathway 21/2250 69/8135 0.3449 0.7642 0.6913 TNF/NFKBIE/AKT3/MTOR/NFKBIB/STAT3/SOCS3/ACSL1/SLC2A4/PRKAB2/ADIPOR2/ADIPOR1/RXRA/PRKAG2/NFKBIA/ACSL4/TRAF2/ADIPOQ/CPT1A/TNFRSF1B/ACACB 21 KEGG hsa05211 Renal cell carcinoma 21/2250 69/8135 0.3449 0.7642 0.6913 VEGFA/CDKN1A/RAC1/AKT3/TFE3/PAK4/TGFB3/PAK1/PAK3/RAPGEF1/JUN/CRK/EPAS1/BRAF/ARNT2/TGFB1/CDC42/MAPK1/PDGFB/BAD/PAK2 21 KEGG hsa05215 Prostate cancer 29/2250 97/8135 0.3462 0.7642 0.6913 CDKN1A/CASP9/E2F2/PDGFA/MMP9/CREB3L2/E2F1/AKT3/PLAU/MTOR/IL1R2/PLAT/ETV5/CDK2/IGF1R/ATF4/CCNE2/SPINT1/FOXO1/TCF7L2/INSRR/ERBB2/NFKBIA/BRAF/MAPK1/CCND1/PDGFB/BAD/KLK3 29 KEGG hsa04141 Protein processing in endoplasmic reticulum 50/2250 171/8135 0.3478 0.7642 0.6913 HSPA2/SEC13/DNAJA1/SEC24D/HSPA5/HSPA1A/DERL1/BAX/UBXN6/CAPN1/SYVN1/VCP/TXNDC5/DNAJB12/SEC61A2/HERPUD1/ATF4/PDIA4/UBXN1/NPLOC4/MAP3K5/UBE2G2/BCAP31/CRYAA/RAD23B/BAK1/SEC61B/DDIT3/PRKCSH/RAD23A/EDEM2/LMAN2/HSPA6/CKAP4/UBQLN2/BAG2/TRAF2/EIF2AK3/RRBP1/ERN1/NSFL1C/CANX/HSPA1L/GANAB/MBTPS2/PPP1R15A/MAN1A1/DNAJB2/MOGS/SSR2 50 KEGG hsa05017 Spinocerebellar ataxia 42/2250 143/8135 0.3523 0.7666 0.6934 PPIF/AKT3/MTOR/CIC/PSMD8/ATP2A1/PSMD1/PSMD2/RBPJ/AMBRA1/MAP3K5/ATXN1/PRKCA/ULK1/SP1/PSMD9/PSMA5/BEAN1/VDAC1/PSMB7/SLC25A5/ATG2B/GRIN3B/ATXN8OS/TRAF2/PIK3C3/PSMB5/ERN1/KCND3/PRKCB/PSMB4/GNAQ/PSMA3/PIK3R4/SLC25A4/PLCB1/PSMB1/PSMD7/PSMB3/OMA1/PSMC5/PSMD11 42 KEGG hsa00770 Pantothenate and CoA biosynthesis 7/2250 21/8135 0.356 0.7666 0.6934 BCAT1/VNN2/ALDH2/DPYD/AASDHPPT/VNN1/PANK1 7 KEGG hsa00600 Sphingolipid metabolism 16/2250 52/8135 0.3567 0.7666 0.6934 SGMS1/NEU4/GLB1/SGMS2/KDSR/NEU1/SGPP1/GBA/ACER1/ACER2/ASAH2/NEU3/GALC/SPHK2/HEXB/CERS3 16 KEGG hsa04370 VEGF signaling pathway 18/2250 59/8135 0.358 0.7666 0.6934 MAPK11/VEGFA/CASP9/RAC1/SH2D2A/AKT3/SRC/MAPK12/PRKCA/RAC2/MAPKAPK2/PRKCB/SPHK2/CDC42/SHC2/MAPK1/BAD/RAC3 18 KEGG hsa05163 Human cytomegalovirus infection 65/2250 225/8135 0.3623 0.7708 0.6972 GNG4/IL1B/MAPK11/VEGFA/CDKN1A/CASP9/IL1R1/E2F2/CCL3L3/RAC1/CCR1/GNG10/EIF4EBP1/CREB3L2/TNF/E2F1/AKT3/BAX/MTOR/STAT3/ADCY4/SRC/ARHGEF12/HLA-G/CALML4/GNAS/CCL3/PTGER4/MAPK12/GNG7/ADCY6/ATF4/CCR5/MAP2K6/CCL2/FAS/BID/PRKCA/HLA-E/BAK1/CDKN2A/SP1/TAP1/GNAI2/ELK1/NFKBIA/CRK/RAC2/PTGER2/ADCY3/GNB4/IRF3/PTGER1/TRAF2/PRKCB/PRKACB/GNAQ/ADCY9/AKAP13/IL10RA/PLCB1/MAPK1/CCND1/RAC3/JAK1 65 KEGG hsa05014 Amyotrophic lateral sclerosis 104/2250 364/8135 0.3648 0.7711 0.6975 TUBB6/MAPK11/CASP9/SQSTM1/RAC1/SEC13/TUBA1B/TUBA1C/COX8A/CHMP2B/HSPA5/TNF/NUP98/DERL1/BAX/MAP1LC3A/MTOR/GPX1/KLC1/ACTG1/TUBB/MAP2K3/PSMD8/VCP/HNRNPA3/MAPK12/NDUFB11/PSMD1/TUBB4B/PSMD2/COX6A1/UQCRC1/ATF4/PFN2/KLC3/NUP153/MAP2K6/AMBRA1/NDUFB8/DCTN5/BID/MAP3K5/PINK1/TUBB3/ULK1/NDUFS1/PSMD9/TANK/NUP88/PSMA5/DDIT3/NDUFS7/TUBB2A/VDAC1/PSMB7/TUBB4A/COX6B2/POM121C/NDUFB10/NUP205/ATG2B/RAE1/BCL2L1/NUP50/NDUFC1/KLC4/NDUFA9/COX4I1/UBQLN2/DNAI2/RAB39B/UQCR11/TRAF2/PIK3C3/EIF2AK3/POM121L2/PSMB5/ERN1/ACTR1A/TNFRSF1B/NDUFA12/GLE1/PSMB4/PSMA3/PIK3R4/RAB1A/NUP93/CCS/NEFL/NUP35/NDUFA4/NDUFB2/PSMB1/PSMD7/NDUFA13/PSMB3/NUP62/PSMC5/SEH1L/BAD/DNAH6/NXF3/PSMD11/ACTB 104 KEGG hsa05203 Viral carcinogenesis 59/2250 204/8135 0.3672 0.7714 0.6978 EGR3/EGR2/IRF7/CDK1/CDKN1A/CDKN2B/SRF/RAC1/CDC20/CCNA2/ATP6V0D1/YWHAH/YWHAE/YWHAZ/NFKB2/CREB3L2/GSN/BAX/PMAIP1/STAT3/SRC/CCR4/PKM/HLA-G/CDK2/KAT2A/RBPJ/ATF4/CCNE2/CCR5/DNAJA3/HLA-E/ACTN4/SCRIB/BAK1/CDKN2A/YWHAQ/JUN/UBE3A/CHEK1/NFKBIA/TRAF1/GTF2H2/CCR8/RBL2/IRF3/GTF2H1/TRAF2/MAPKAPK2/STAT5A/PRKACB/HDAC9/CDC42/JAK3/MAPK1/CCND1/HDAC10/BAD/JAK1 59 KEGG hsa05100 Bacterial invasion of epithelial cells 23/2250 77/8135 0.3727 0.7749 0.7009 RAC1/CLTB/CTTN/ACTG1/SRC/SHC4/RHOG/DOCK1/ARPC1B/ARPC5/CRK/ACTR3B/CTNNA1/CD2AP/DNM1/MAD2L2/WASF2/CDC42/SHC2/SHC1/ARHGEF26/ILK/ACTB 23 KEGG hsa03250 Viral life cycle - HIV-1 19/2250 63/8135 0.3735 0.7749 0.7009 FURIN/APOBEC3H/SERINC3/MX1/SMARCB1/APOBEC3B/BST2/KAT2A/NUP153/CCR5/CCNT2/HGS/MAP1S/SAMHD1/MLLT3/ELL/CPSF6/MAP1A/TRIM5 19 KEGG hsa04914 Progesterone-mediated oocyte maturation 30/2250 102/8135 0.3814 0.7816 0.707 PKMYT1/MAPK11/CDK1/AURKA/CCNA2/BUB1/CCNB2/CDC25A/AKT3/PLK1/CDC25C/ADCY4/CCNB1/CDK2/MAPK12/IGF1R/ADCY6/GNAI2/ANAPC11/ADCY3/ANAPC1/BRAF/CPEB1/MAD2L2/PRKACB/ADCY9/ANAPC13/CDC25B/MAPK1/CDC16 30 KEGG hsa05146 Amoebiasis 30/2250 102/8135 0.3814 0.7816 0.707 IL1B/CD1E/CSF2/GNA15/IL10/IL1R1/SERPINB6/TNF/CD1A/TLR4/CD1C/IL1R2/GNAS/CD1B/TGFB3/CD1D/COL4A6/PRKCA/ACTN4/TLR2/ARG1/CXCL2/CXCL3/PRKCB/PRKACB/GNAQ/PLCB1/TGFB1/LAMA5/PRDX1 30 KEGG hsa04152 AMPK signaling pathway 35/2250 120/8135 0.3886 0.7849 0.7099 PPARG/CCNA2/PFKFB3/PFKP/PPP2R1A/EIF4EBP1/CREB3L2/AKT3/MTOR/CRTC2/SCD/IGF1R/PFKFB4/SLC2A4/PPP2R3C/FOXO1/PRKAB2/STRADB/ADIPOR2/ULK1/PFKFB2/PPP2CA/ADIPOR1/PRKAG2/ELAVL1/RAB2A/ADIPOQ/CPT1A/ACACB/FASN/INSR/PPP2R3B/PFKL/CCND1/SIRT1 35 KEGG hsa05320 Autoimmune thyroid disease 16/2250 53/8135 0.3897 0.7849 0.7099 CD86/IL10/CD80/HLA-DMA/CTLA4/HLA-G/FAS/HLA-DPA1/HLA-E/HLA-DRA/TSHR/HLA-DMB/HLA-DQA2/IL4/HLA-DPB1/HLA-DRB1 16 KEGG hsa04621 NOD-like receptor signaling pathway 53/2250 184/8135 0.3901 0.7849 0.7099 IL1B/MAPK11/IRF7/TXNIP/IL18/NLRP3/OAS2/GBP2/YWHAE/TNF/CYBB/TLR4/MAP1LC3A/NFKBIB/CARD9/RIPK3/TP53BP1/TRIP6/MAPK12/CTSB/CCL2/CASR/NAMPT/CARD6/ANTXR2/NOD2/TANK/DHX33/CXCL2/CXCL3/VDAC1/BRCC3/JUN/TAB1/NFKBIA/BCL2L1/CYBA/IRF3/BIRC3/OAS1/IFI16/TRAF2/RIPK2/DEFA1B/TRAF6/DEFA4/STAT1/CARD8/GBP4/PLCB1/MAPK1/P2RX7/JAK1 53 KEGG hsa04150 mTOR signaling pathway 45/2250 156/8135 0.3987 0.7975 0.7213 SLC7A5/SEC13/EIF4EBP1/TNF/AKT3/MTOR/WNT10B/TTI1/MAPKAP1/RPS6/DVL3/ATP6V1E1/IGF1R/FZD6/SLC3A2/WDR24/PRKCA/STRADB/DDIT4/ATP6V1A/DVL1/ULK1/WNT7A/FZD8/SLC38A9/DEPTOR/BRAF/ATP6V1G1/NPRL3/EIF4E2/FZD9/LAMTOR4/LRP6/PRKCB/LAMTOR2/INSR/ATP6V1E2/FZD5/RRAGB/MAPK1/SESN2/SEH1L/MLST8/LPIN1/NPRL2 45 KEGG hsa04936 Alcoholic liver disease 41/2250 142/8135 0.4034 0.8019 0.7253 IL1B/MAPK11/IL17A/TIRAP/TNF/TLR4/AKT3/SCD/C1QB/MAP2K3/MAPK12/ALDH2/MAP2K6/FOXO1/FAS/TCF7L2/PRKAB2/MAP3K5/ADIPOR2/IRAK1/ADIPOR1/CXCL2/PRKAG2/CXCL3/C3AR1/IL17RC/TAB1/NFKBIA/IRF3/MAP2K4/ADIPOQ/CPT1A/C1QA/ACACB/FASN/TRAF6/ALDH7A1/ALDH9A1/CCND1/LPIN1/SIRT1 41 KEGG hsa00340 Histidine metabolism 7/2250 22/8135 0.4083 0.8023 0.7257 CARNS1/AMDHD1/ALDH2/ALDH3A1/ALDH3B1/ALDH7A1/ALDH9A1 7 KEGG hsa01240 Biosynthesis of cofactors 44/2250 153/8135 0.4097 0.8023 0.7257 BCAT1/MTHFD2/MTHFD1L/VKORC1L1/MPI/DHODH/CPOX/TPK1/CMPK2/VKORC1/MMAB/GGH/AK5/PDXP/ALDH2/AK3/NQO1/DHFR/NME4/LIAS/NADK/MTHFD1/NME3/AK4/IDO1/MOCS1/OXSM/PPOX/GCLC/AK1/CMPK1/CTPS2/GUSB/NFS1/SPR/GSS/PANK1/AK2/NMNAT1/NMNAT3/DHRS3/AKR1A1/NME2/ASPDH 44 KEGG hsa04919 Thyroid hormone signaling pathway 35/2250 121/8135 0.4107 0.8023 0.7257 NOTCH1/CASP9/PLCD3/PFKP/THRA/AKT3/MTOR/ACTG1/SRC/ATP2A1/MED4/KAT2A/FOXO1/ATP1B1/PRKCA/PFKFB2/MED24/RXRA/MYH7/ATP1B3/MED12L/SLC16A10/ESR1/PRKCB/PRKACB/STAT1/MED12/PFKL/MYH6/PLCB1/MAPK1/CCND1/NCOR1/BAD/ACTB 35 KEGG hsa04014 Ras signaling pathway 66/2250 232/8135 0.4174 0.8106 0.7332 RASGRP2/GNG4/VEGFA/NTRK2/CSF1R/NTRK1/PDGFA/RAC1/KSR1/GNG10/CSF1/AKT3/GAB2/SHC4/TIAM1/CALML4/PAK4/PLA2G12A/GNG7/RAPGEF5/IGF1R/PAK1/FGF9/FLT3/RASGRF2/PAK3/RASAL2/KSR2/PRKCA/RASA3/LAT/MRAS/RALGDS/RALA/FLT1/RASGRP4/ELK1/RASA4/RAC2/GNB4/BCL2L1/FLT4/RASAL1/PLA2G2A/FGF22/PLA2G2C/PRKCB/PRKACB/INSR/ARF6/FGF8/RALB/NTF3/PLA2G5/CDC42/SHC2/MAPK1/PDGFB/ZAP70/SHC1/VEGFC/BAD/RRAS2/RALBP1/PAK2/RAC3 66 KEGG hsa04911 Insulin secretion 25/2250 86/8135 0.4246 0.8198 0.7415 CREB3L2/ADCY4/GNAS/CAMK2A/ADCY6/ATF4/CCKAR/CCK/ATP1B1/KCNMB1/PRKCA/TRPM4/KCNN4/KCNU1/ATP1B3/CAMK2G/ADCY3/CAMK2D/PRKCB/PRKACB/GNAQ/ADCY9/FFAR1/PLCB1/PDX1 25 KEGG hsa04660 T cell receptor signaling pathway 30/2250 104/8135 0.4295 0.8228 0.7442 MAPK11/CSF2/IL10/PDCD1/PTPN6/TNF/NFKBIE/AKT3/NFKBIB/CTLA4/PAK4/MAPK12/PAK1/GRAP2/PAK3/VAV2/PTPRC/LAT/JUN/NFKBIA/ITK/CD3E/CARD11/IL4/FOS/CDC42/MAPK1/ZAP70/FYN/PAK2 30 KEGG hsa04130 SNARE interactions in vesicular transport 10/2250 33/8135 0.4311 0.8228 0.7442 STX11/STX5/SNAP29/STX1B/STX19/SNAP23/VAMP3/STX16/VTI1B/STX2 10 KEGG hsa05410 Hypertrophic cardiomyopathy 26/2250 90/8135 0.4361 0.8276 0.7486 ITGA2/ITGA3/TNF/SGCB/ITGB8/ACTG1/LMNA/ATP2A1/TGFB3/PRKAB2/ITGA1/CACNG3/ITGA6/TPM2/MYBPC3/CACNA2D2/PRKAG2/MYH7/EMD/TNNC1/ITGA2B/TPM1/CACNB2/MYH6/TGFB1/ACTB 26 KEGG hsa05133 Pertussis 22/2250 76/8135 0.4435 0.8369 0.757 IL1B/MAPK11/NLRP3/IL10/TIRAP/TNF/TLR4/C1QB/CALML4/MAPK12/CFL1/IRAK1/GNAI2/JUN/IRF3/SERPING1/C1QA/C1R/TRAF6/FOS/MAPK1/IL23A 22 KEGG hsa04910 Insulin signaling pathway 39/2250 137/8135 0.448 0.84 0.7598 SH2B2/PTPRF/TRIP10/HK1/SOCS2/EIF4EBP1/PPP1CB/HK2/AKT3/PTPN1/MTOR/SOCS3/SHC4/RPS6/CALML4/PYGM/SLC2A4/FOXO1/PRKAB2/PRKCI/FLOT1/PPP1R3E/PRKAG2/RAPGEF1/ELK1/MKNK1/CRK/PHKG2/BRAF/EIF4E2/ACACB/PRKACB/FASN/INSR/SHC2/MAPK1/SHC1/BAD/PPP1R3B 39 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 11/2250 37/8135 0.4502 0.84 0.7598 IL4I1/RIMKLB/GLS2/ABAT/GPT/ASNS/NAT8L/GLUD1/GPT2/ALDH5A1/NIT2 11 KEGG hsa00030 Pentose phosphate pathway 9/2250 30/8135 0.455 0.8443 0.7636 PFKP/GPI/ALDOC/ALDOA/RPE/PRPS1/PFKL/ALDOB/PGD 9 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 28/2250 98/8135 0.4578 0.8447 0.764 IL1B/MAPK11/IL1R1/NTRK1/PPP1CB/ADCY4/SRC/MAP2K3/CALML4/GNAS/HTR2A/PTGER4/CAMK2A/MAPK12/ADCY6/MAP2K6/PRKCA/BDKRB2/CAMK2G/PRKCE/PTGER2/ADCY3/CAMK2D/PRKCB/PRKACB/GNAQ/ADCY9/PLCB1 28 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 20/2250 70/8135 0.4772 0.8758 0.7922 HBEGF/MAPK11/RAC1/ATP6V0D1/ATP6V0B/SRC/MAPK12/ATP6V1E1/PAK1/ATP6V0C/ATP6V1A/CXCL2/CXCL3/JUN/IGSF5/NFKBIA/MAP2K4/ATP6V1G1/ATP6V1E2/CDC42 20 KEGG hsa05217 Basal cell carcinoma 18/2250 63/8135 0.4832 0.881 0.7969 CDKN1A/GADD45G/PTCH1/DDB2/BAX/GADD45A/WNT10B/DVL3/FZD6/TCF7L2/DVL1/BAK1/WNT7A/FZD8/FZD9/APC/AXIN2/FZD5 18 KEGG hsa05131 Shigellosis 69/2250 247/8135 0.4854 0.881 0.7969 IL1B/MAPK11/IL18/CSF2/NLRP3/SQSTM1/IL1R1/RAC1/HK1/U2AF1/TIFA/PLCD3/TNF/HK2/TLR4/CTTN/AKT3/BAX/MAP1LC3A/MTOR/CAPN1/ACTG1/NFKBIB/CYTH2/SRC/MYL12B/ARHGEF2/MAPK12/DOCK1/UBB/PFN2/UBE2N/CALCOCO2/RPS27A/FOXO1/ARPC1B/ACTN4/UBA52/ARPC5/VDAC1/JUN/FBXW11/TAB1/U2AF1L4/CD44/NFKBIA/CRK/PRKCE/ACTR3B/BCL2L1/IRF3/GSK3A/BTRC/TRAF2/PIK3C3/RIPK2/CYTH1/TRAF6/ARF6/PIK3R4/WASF2/ATM/RRAGB/PLCB1/CDC42/GLMN/MAPK1/ILK/ACTB 69 KEGG hsa05160 Hepatitis C 44/2250 157/8135 0.4893 0.8835 0.7991 IRF7/CDKN1A/CASP9/E2F2/IFIT1/YWHAH/OAS2/YWHAE/PPP2R1A/YWHAZ/MX1/TNF/E2F1/AKT3/BAX/CXCL10/LDLR/STAT3/RSAD2/SOCS3/CFLAR/CDK2/FAS/BID/PIAS1/PPP2CA/BAK1/RXRA/YWHAQ/NFKBIA/IRF3/OAS1/BRAF/CLDN7/TRAF2/EIF2AK3/TRAF6/STAT1/EIF3E/MAPK1/CCND1/CLDN4/BAD/JAK1 44 KEGG hsa00410 beta-Alanine metabolism 9/2250 31/8135 0.4998 0.8975 0.8118 SMOX/CARNS1/ABAT/ALDH2/DPYD/ALDH3A1/ALDH3B1/ALDH7A1/ALDH9A1 9 KEGG hsa03450 Non-homologous end-joining 4/2250 13/8135 0.5044 0.9008 0.8148 FEN1/XRCC6/POLM/NHEJ1 4 KEGG hsa04926 Relaxin signaling pathway 36/2250 129/8135 0.5084 0.9033 0.817 GNG4/MAPK11/VEGFA/GNA15/MMP9/GNG10/CREB3L2/AKT3/ADCY4/SRC/SHC4/ARRB1/GNAS/MAPK12/GNG7/ADCY6/ATF4/COL4A6/PRKCA/GNAI2/JUN/NFKBIA/ADCY3/GNB4/MAP2K4/INSL3/PRKACB/ADCY9/ACTA2/FOS/PLCB1/TGFB1/SHC2/MAPK1/SHC1/VEGFC 36 KEGG hsa04930 Type II diabetes mellitus 13/2250 46/8135 0.5195 0.9181 0.8304 HK1/SOCS2/TNF/HK2/MTOR/SOCS3/PKM/SLC2A4/PRKCE/ADIPOQ/INSR/MAPK1/PDX1 13 KEGG hsa04935 Growth hormone synthesis, secretion and action 33/2250 119/8135 0.528 0.9283 0.8396 MAPK11/SOCS2/CREB3L2/AKT3/MTOR/STAT3/ADCY4/SOCS3/SHC4/MAP2K3/GNAS/MAPK12/ADCY6/ATF4/MAP2K6/IGFBP3/PRKCA/GNAI2/CRK/ADCY3/MAP2K4/GHRL/STAT5A/PRKCB/PRKACB/GNAQ/ADCY9/STAT1/FOS/PLCB1/SHC2/MAPK1/SHC1 33 KEGG hsa04916 Melanogenesis 28/2250 101/8135 0.5323 0.9308 0.8419 CREB3L2/WNT10B/ADCY4/CALML4/GNAS/CAMK2A/DVL3/FZD6/ADCY6/TCF7L2/PRKCA/DVL1/GNAI2/WNT7A/FZD8/ASIP/CAMK2G/ADCY3/CAMK2D/FZD9/PRKCB/PRKACB/GNAQ/ADCY9/FZD5/PLCB1/TYRP1/MAPK1 28 KEGG hsa05218 Melanoma 20/2250 72/8135 0.5359 0.9322 0.8432 CDKN1A/GADD45G/E2F2/PDGFA/DDB2/E2F1/AKT3/BAX/GADD45A/IGF1R/FGF9/BAK1/CDKN2A/BRAF/FGF22/FGF8/MAPK1/CCND1/PDGFB/BAD 20 KEGG hsa04136 Autophagy - other 9/2250 32/8135 0.5435 0.9322 0.8432 MTOR/ATG9A/PPP2CA/ATG2B/PIK3C3/ATG4B/PIK3R4/ATG7/MLST8 9 KEGG hsa04215 Apoptosis - multiple species 9/2250 32/8135 0.5435 0.9322 0.8432 BIRC5/CASP9/BAX/PMAIP1/BID/BAK1/BCL2L1/BIRC3/BIRC7 9 KEGG hsa04915 Estrogen signaling pathway 38/2250 138/8135 0.5456 0.9322 0.8432 HBEGF/HSPA2/MMP9/CREB3L2/HSPA1A/AKT3/ADCY4/SRC/SHC4/CALML4/GNAS/ADCY6/ATF4/FKBP5/SP1/CTSD/GNAI2/EBAG9/JUN/ADCY3/KRT19/TFF1/HSPA6/KRT20/KRT31/ESR1/HSPA1L/PRKACB/GNAQ/ADCY9/KRT40/FOS/PLCB1/SHC2/RARA/KRT12/MAPK1/SHC1 38 KEGG hsa05226 Gastric cancer 41/2250 149/8135 0.5471 0.9322 0.8432 CDKN1A/GADD45G/E2F2/CDKN2B/DDB2/E2F1/AKT3/BAX/GADD45A/MTOR/WNT10B/SHC4/CDK2/DVL3/TGFB3/FZD6/FGF9/CCNE2/TCF7L2/DVL1/BAK1/RXRA/WNT7A/FRAT1/FZD8/ERBB2/CTNNA1/BRAF/FGF22/FZD9/LRP6/FGF8/APC/AXIN2/FZD5/TGFB1/SHC2/MAPK1/CCND1/REG4/SHC1 41 KEGG hsa04650 Natural killer cell mediated cytotoxicity 36/2250 131/8135 0.5518 0.9355 0.8462 CSF2/ICAM1/RAC1/PTPN6/ULBP2/TNF/RAET1E/SHC4/HLA-G/SH2D1A/PAK1/FAS/BID/TNFRSF10B/VAV2/PRKCA/HLA-E/LAT/MICA/ICAM2/CD48/RAC2/BRAF/IFNGR1/ULBP1/TNFSF10/TYROBP/PRKCB/HCST/SHC2/MAPK1/KLRK1/ZAP70/SHC1/FYN/RAC3 36 KEGG hsa00983 Drug metabolism - other enzymes 22/2250 80/8135 0.5553 0.9368 0.8473 TYMP/TK1/RRM2B/RRM1/NAT1/HPRT1/NME4/GSTO1/NME3/GSTM1/DPYD/MPO/IMPDH1/NAT2/RRM2/GSTT1/MGST2/CMPK1/UCK2/GUSB/MGST3/NME2 22 KEGG hsa04213 Longevity regulating pathway - multiple species 17/2250 62/8135 0.5651 0.9459 0.8556 HSPA2/HSPA1A/AKT3/MTOR/ADCY4/IGF1R/ADCY6/FOXO1/PRKAB2/PRKAG2/ADCY3/HSPA6/HSPA1L/PRKACB/INSR/ADCY9/SIRT1 17 KEGG hsa04371 Apelin signaling pathway 38/2250 139/8135 0.5664 0.9459 0.8556 EGR1/GNG4/KLF2/SPP1/GNG10/AKT3/MAP1LC3A/SERPINE1/MTOR/MYLK2/ADCY4/PLAT/RPS6/CALML4/GNG7/ADCY6/PIK3R5/JAG1/PRKAB2/MEF2D/MRAS/GNAI2/PRKAG2/MEF2B/PRKCE/ADCY3/GNB4/PIK3C3/PRKACB/GNAQ/ADCY9/SPHK2/PIK3R4/ACTA2/PLCB1/MAPK1/CCND1/RRAS2 38 KEGG hsa04670 Leukocyte transendothelial migration 31/2250 114/8135 0.5802 0.9641 0.8721 MAPK11/ICAM1/RAC1/NCF4/MMP9/CYBB/ACTG1/MYL12B/MAPK12/ARHGAP35/ARHGAP5/VAV2/EZR/PRKCA/VASP/ACTN4/TXK/THY1/GNAI2/RAC2/CD99L2/CYBA/ITK/CTNNA1/CLDN7/PRKCB/NCF1/CDC42/CDH5/CLDN4/ACTB 31 KEGG hsa04917 Prolactin signaling pathway 19/2250 70/8135 0.5839 0.9655 0.8733 MAPK11/SOCS2/AKT3/STAT3/SRC/SOCS3/SHC4/MAPK12/ESR1/CSN2/STAT5A/GALT/STAT1/TNFSF11/FOS/SHC2/MAPK1/CCND1/SHC1 19 KEGG hsa00220 Arginine biosynthesis 6/2250 22/8135 0.5965 0.9798 0.8862 GLS2/GPT/ARG1/NAGS/GLUD1/GPT2 6 KEGG hsa04211 Longevity regulating pathway 24/2250 89/8135 0.5984 0.9798 0.8862 PPARG/EIF4EBP1/CREB3L2/AKT3/BAX/MTOR/ADCY4/IGF1R/ADCY6/ATF4/FOXO1/PRKAB2/ADIPOR2/ULK1/ADIPOR1/PRKAG2/ADCY3/ADIPOQ/EIF4E2/PRKACB/INSR/ADCY9/SESN2/SIRT1 24 KEGG hsa03015 mRNA surveillance pathway 26/2250 97/8135 0.6133 0.9826 0.8888 PPP2R1A/PPP1CB/SMG5/PABPC1L/RNPS1/PELO/MSI2/UPF1/PPP2R3C/MAGOHB/PPP2CA/UPF3A/MAGOH/CPSF1/PNN/SMG6/GLE1/CPSF6/PPP2R3B/GSPT1/WDR82/DDX19A/PAPOLA/NCBP2/CSTF3/NXF3 26 KEGG hsa00020 Citrate cycle (TCA cycle) 8/2250 30/8135 0.6169 0.9826 0.8888 OGDH/PDHB/MDH2/DLST/DLAT/CS/ACO1/IDH3B 8 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 8/2250 30/8135 0.6169 0.9826 0.8888 GLDC/MDH2/GRHPR/CS/ACO1/ACSS1/PCCB/AMT 8 KEGG hsa00565 Ether lipid metabolism 13/2250 49/8135 0.6237 0.9826 0.8888 PLD4/GDPD3/PLA2G12A/LPCAT2/TMEM86B/GDPD1/TMEM189/LPCAT4/PLA2G2A/PLA2G2C/PLA2G5/PAFAH1B3/PLB1 13 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 3/2250 11/8135 0.624 0.9826 0.8888 VKORC1L1/VKORC1/NQO1 3 KEGG hsa03018 RNA degradation 21/2250 79/8135 0.6272 0.9826 0.8888 ENO1/PFKP/NUDT16/XRN2/HSPA9/PABPC1L/DCPS/CNOT3/ZCCHC7/PAN3/ENO3/EDC4/TOB2/EXOSC2/CNOT7/PFKL/TTC37/DIS3L/BTG3/EXOSC9/LSM2 21 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 129/2250 476/8135 0.6281 0.9826 0.8888 TUBB6/PPIF/IL1B/MAPK11/CASP9/SQSTM1/RAC1/TUBA1B/CDK5/HIP1/TUBA1C/COX8A/CHMP2B/HSPA5/TNF/CSF1/CYBB/DERL1/BAX/MAP1LC3A/MTOR/CAPN1/GPX1/WNT10B/KLC1/TUBB/MAP2K3/PSMD8/VCP/CALML4/ATP2A1/CAMK2A/MAPK12/DVL3/UBB/NDUFB11/PSMD1/TUBB4B/PSMD2/UBA7/FZD6/COX6A1/UQCRC1/ATF4/KLC3/MAP2K6/HTT/AMBRA1/NDUFB8/DCTN5/RPS27A/FAS/BID/MAP3K5/PINK1/UBE2G2/ATXN1/PRKCA/UBA52/TUBB3/DVL1/ULK1/NDUFS1/BAK1/PSMD9/TANK/PSMA5/DDIT3/WNT7A/NDUFS7/FRAT1/TUBB2A/FZD8/VDAC1/PARK7/PSMB7/TUBB4A/SLC25A5/COX6B2/CAMK2G/NDUFB10/ATG2B/BCL2L1/NDUFC1/KLC4/NDUFA9/BRAF/COX4I1/DNAI2/RAB39B/UQCR11/TRAF2/PIK3C3/EIF2AK3/CAMK2D/PSMB5/ERN1/PRNP/ACTR1A/TNFRSF1B/NDUFA12/FZD9/LRP6/PRKCB/PSMB4/GNAQ/PSMA3/PIK3R4/RAB1A/APC/SLC25A4/AXIN2/CCS/NEFL/FZD5/NDUFA4/PLCB1/NDUFB2/PSMB1/PSMD7/NDUFA13/PSMB3/UCHL1/MAPK1/PSMC5/BAD/DLG4/DNAH6/PSMD11 129 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 4/2250 15/8135 0.6307 0.9826 0.8888 NAGA/GBGT1/ST8SIA1/HEXB 4 KEGG hsa00564 Glycerophospholipid metabolism 26/2250 98/8135 0.6368 0.9826 0.8888 MBOAT7/DGKD/PLD4/AGPAT3/AGPAT2/DGKZ/PLA2G12A/LPCAT2/LPCAT3/ADPRM/LPCAT4/PLA2G15/PNPLA6/PLA2G2A/PLA2G2C/LCLAT1/PTDSS1/PLA2G5/TAZ/GPCPD1/GPAT2/PLB1/MBOAT1/LPIN1/CRLS1/PGS1 26 KEGG hsa04925 Aldosterone synthesis and secretion 26/2250 98/8135 0.6368 0.9826 0.8888 NR4A1/CAMK1/CREB3L2/LDLR/ADCY4/CALML4/GNAS/CAMK2A/ADCY6/ATF4/ATP1B1/PRKD3/PRKCA/ATP2B4/ATP1B3/CAMK2G/PRKCE/ADCY3/HSD3B2/CAMK2D/PRKCB/PRKACB/GNAQ/ADCY9/CYP11A1/PLCB1 26 KEGG hsa03060 Protein export 6/2250 23/8135 0.6445 0.9826 0.8888 HSPA5/SEC61A2/SEC11C/SEC61B/IMMP1L/SPCS3 6 KEGG hsa03430 Mismatch repair 6/2250 23/8135 0.6445 0.9826 0.8888 EXO1/MSH6/RFC2/POLD4/SSBP1/MLH3 6 KEGG hsa04614 Renin-angiotensin system 6/2250 23/8135 0.6445 0.9826 0.8888 ANPEP/CTSA/PRCP/KLK1/PREP/LNPEP 6 KEGG hsa04964 Proximal tubule bicarbonate reclamation 6/2250 23/8135 0.6445 0.9826 0.8888 GLS2/ATP1B1/ATP1B3/CA2/GLUD1/CA4 6 KEGG hsa00561 Glycerolipid metabolism 16/2250 61/8135 0.6463 0.9826 0.8888 GK/DGKD/AGPAT3/AGPAT2/DGKZ/ALDH2/MOGAT1/DGAT2/LCLAT1/ALDH7A1/ALDH9A1/AGK/GPAT2/MBOAT1/AKR1A1/LPIN1 16 KEGG hsa00062 Fatty acid elongation 7/2250 27/8135 0.6512 0.9826 0.8888 TECR/THEM5/MECR/PPT1/ELOVL7/ELOVL1/HADHB 7 KEGG hsa04966 Collecting duct acid secretion 7/2250 27/8135 0.6512 0.9826 0.8888 ATP6V0D1/ATP6V1E1/ATP6V0C/ATP6V1A/CA2/ATP6V1G1/ATP6V1E2 7 KEGG hsa04927 Cortisol synthesis and secretion 17/2250 65/8135 0.6531 0.9826 0.8888 NR4A1/CREB3L2/LDLR/ADCY4/GNAS/ADCY6/ATF4/SP1/ADCY3/HSD3B2/PRKACB/GNAQ/ADCY9/PBX1/CYP11A1/PLCB1/KCNK2 17 KEGG hsa00052 Galactose metabolism 8/2250 31/8135 0.6576 0.985 0.8909 HK1/GLB1/PFKP/HK2/GALK1/GALM/GALT/PFKL 8 KEGG hsa03460 Fanconi anemia pathway 14/2250 54/8135 0.6624 0.9877 0.8934 TOP3A/FANCI/FANCG/BRCA2/RAD51/RMI2/FANCC/FANCF/EME1/ATR/POLN/WDR48/FAN1/ERCC1 14 KEGG hsa00430 Taurine and hypotaurine metabolism 4/2250 16/8135 0.6854 1 0.9045 GGT1/FMO2/GGT7/FMO5 4 KEGG hsa04977 Vitamin digestion and absorption 6/2250 24/8135 0.6889 1 0.9045 ABCC1/TCN2/CUBN/MMACHC/LMBRD1/PLB1 6 KEGG hsa04931 Insulin resistance 28/2250 108/8135 0.692 1 0.9045 PTPRF/CREB3L2/TNF/PPP1CB/AKT3/PTPN1/MTOR/CRTC2/STAT3/SOCS3/PPARGC1B/SLC27A2/PYGM/SLC2A4/FOXO1/PRKAB2/PPP1R3E/PRKAG2/NFKBIA/PRKCE/CPT1A/SLC27A4/ACACB/PRKCB/INSR/MLX/PPP1R3B/TRIB3 28 KEGG hsa00650 Butanoate metabolism 7/2250 28/8135 0.6921 1 0.9045 ACSM3/ABAT/HMGCL/OXCT1/OXCT2/BDH2/ALDH5A1 7 KEGG hsa04970 Salivary secretion 24/2250 93/8135 0.6933 1 0.9045 SLC4A2/ADCY4/CST5/SLC12A2/CALML4/GNAS/CST3/LYZ/ADCY6/ATP1B1/PRKCA/KCNN4/ATP2B4/ATP1B3/ADCY3/HTN3/PRKCB/PRKACB/GNAQ/ADCY9/CST1/PLCB1/CST2/AMY2A 24 KEGG hsa04070 Phosphatidylinositol signaling system 25/2250 97/8135 0.6982 1 0.9045 DGKD/PLCD3/MTMR3/DGKZ/INPP4A/CALML4/PIKFYVE/IMPA2/PRKCA/PIP5K1B/PI4K2A/ITPKC/PPIP5K1/INPP1/MTMR14/PIK3C3/IP6K1/PRKCB/PIP4K2A/IP6K2/IPPK/PIP4K2B/PIP5K1A/PLCB1/IP6K3 25 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 39/2250 150/8135 0.7057 1 0.9045 MAPK11/PPP2R1A/CREB3L2/PPP1CB/AKT3/ADCY4/SCN1B/CALML4/GNAS/ATP2A1/CAMK2A/MAPK12/ADCY6/ATF4/PIK3R5/PPP2R3C/ATP1B1/PRKCA/CACNG3/TPM2/PPP2CA/ATP2B4/CACNA2D2/GNAI2/MYH7/ATP1B3/CAMK2G/TNNC1/ADCY3/CAMK2D/PRKACB/GNAQ/ADCY9/PPP2R3B/TPM1/CACNB2/MYH6/PLCB1/MAPK1 39 KEGG hsa00280 Valine, leucine and isoleucine degradation 12/2250 48/8135 0.7115 1 0.9045 BCAT1/IL4I1/ABAT/HMGCL/ALDH2/OXCT1/OXCT2/HIBADH/PCCB/ALDH7A1/ALDH9A1/HADHB 12 KEGG hsa03320 PPAR signaling pathway 19/2250 75/8135 0.7152 1 0.9045 PPARG/GK/OLR1/SCD/FABP5/SLC27A2/ACSL1/ACOX2/RXRA/PLIN2/ACSL4/ADIPOQ/CPT1A/ME3/SLC27A4/AQP7/PPARD/CYP7A1/ILK 19 KEGG hsa04918 Thyroid hormone synthesis 19/2250 75/8135 0.7152 1 0.9045 HSPA5/CREB3L2/GPX1/ADCY4/GNAS/ADCY6/ATF4/PDIA4/ATP1B1/PRKCA/ATP1B3/TSHR/ADCY3/CANX/PRKCB/PRKACB/GNAQ/ADCY9/PLCB1 19 KEGG hsa03040 Spliceosome 38/2250 147/8135 0.7185 1 0.9045 HSPA2/U2AF1/PRPF40B/CHERP/RBM22/PQBP1/HSPA1A/PPIH/EFTUD2/HNRNPA3/SRSF4/SNRPC/CCDC12/SNRNP40/MAGOHB/SART1/PRPF31/THOC3/SF3B4/SF3B2/RBM17/U2AF1L4/DDX42/DHX38/HSPA6/SNRPB/PRPF19/MAGOH/PRPF3/CDC5L/HSPA1L/SNRPD2/CDC40/NCBP2/PHF5A/SYF2/PRPF38B/LSM2 38 KEGG hsa05231 Choline metabolism in cancer 25/2250 98/8135 0.7193 1 0.9045 PDGFA/RAC1/DGKD/EIF4EBP1/AKT3/MTOR/DGKZ/SLC22A3/PRKCA/PIP5K1B/RALGDS/SP1/JUN/RAC2/PRKCB/WASF2/FOS/PIP5K1A/GPCPD1/WAS/SLC22A4/MAPK1/PDGFB/RAC3/SLC44A1 25 KEGG hsa04340 Hedgehog signaling pathway 14/2250 56/8135 0.7194 1 0.9045 EVC/IQCE/PTCH1/GPR161/ARRB1/SMURF1/EFCAB7/MGRN1/FBXW11/EVC2/BTRC/PRKACB/CSNK1G2/CCND1 14 KEGG hsa04217 Necroptosis 41/2250 159/8135 0.7305 1 0.9045 IL1B/NLRP3/SQSTM1/CHMP2B/HMGB1/TNF/CYBB/TLR4/BAX/CAPN1/STAT3/RIPK3/CFLAR/PYGM/CAMK2A/FAS/BID/TNFRSF10B/CYLD/FTL/VDAC1/STAT4/SLC25A5/CAMK2G/FTH1/GLUD1/BIRC3/TRAF2/IFNGR1/CAMK2D/CHMP1A/TNFSF10/STAT5A/CHMP2A/STAT1/SLC25A4/JAK3/SPATA2/PGAM5/CHMP3/JAK1 41 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 9/2250 37/8135 0.7327 1 0.9045 NR3C2/SFN/ATP1B1/PRKCA/ATP1B3/PRKCB/INSR/MAPK1/SLC9A3R2 9 KEGG hsa00910 Nitrogen metabolism 4/2250 17/8135 0.7341 1 0.9045 CA2/GLUD1/CA4/CA13 4 KEGG hsa05165 Human papillomavirus infection 87/2250 331/8135 0.7351 1 0.9045 VEGFA/NOTCH1/CDKN1A/ITGA2/ITGA3/ISG15/CCNA2/ATP6V0D1/COL9A2/SPP1/COL6A2/PPP2R1A/EIF4EBP1/MAML1/MX1/CREB3L2/TNF/E2F1/AKT3/BAX/ATP6V0B/MTOR/ITGB8/WNT10B/MAML2/PKM/HLA-G/GNAS/CDK2/PTGER4/DVL3/ATP6V1E1/FZD6/OASL/THBS2/RBPJ/CCNE2/COL6A1/ATP6V0C/PPP2R3C/FOXO1/JAG1/COL4A6/FAS/TCF7L2/BCAP31/MPP5/ITGA1/HLA-E/PRKCI/ATP6V1A/ITGA6/DVL1/VTN/SCRIB/PPP2CA/TUBG2/BAK1/WNT7A/FZD8/UBE3A/RBL2/IRF3/PARD6G/ATP6V1G1/TUBG1/FZD9/ITGA2B/PRKACB/ATR/PARD6B/PPP2R3B/APC/STAT1/ATP6V1E2/AXIN2/PARD6A/FZD5/ATM/THBS4/CDC42/MAPK1/CCND1/LAMA5/BAD/MAGI1/JAK1 87 KEGG hsa02010 ABC transporters 11/2250 45/8135 0.7373 1 0.9045 ABCC1/ABCG1/ABCD1/ABCD2/ABCA1/TAP1/ABCC6/ABCB4/ABCA5/ABCA3/ABCB8 11 KEGG hsa05030 Cocaine addiction 12/2250 49/8135 0.7399 1 0.9045 GPSM1/CDK5/FOSB/CREB3L2/GNAS/ATF4/DRD1/GNAI2/JUN/GRIN3B/PRKACB/DLG4 12 KEGG hsa01212 Fatty acid metabolism 14/2250 57/8135 0.7455 1 0.9045 TECR/MECR/SCD/MCAT/PPT1/ACSL1/HSD17B8/ELOVL7/ELOVL1/ACSL4/CPT1A/OXSM/FASN/HADHB 14 KEGG hsa04922 Glucagon signaling pathway 27/2250 107/8135 0.7467 1 0.9045 LDHA/PGAM1/PFKP/CREB3L2/AKT3/CRTC2/LDHAL6B/PKM/CALML4/GNAS/PYGM/CAMK2A/PDHB/ATF4/FOXO1/PRKAB2/PRKAG2/CAMK2G/PHKG2/CAMK2D/CPT1A/ACACB/PRKACB/GNAQ/PFKL/PLCB1/SIRT1 27 KEGG hsa04514 Cell adhesion molecules 38/2250 149/8135 0.7513 1 0.9045 CD86/SDC4/CD276/ICAM1/PTPRF/CD80/PDCD1/ITGB8/HLA-DMA/CTLA4/HLA-G/TIGIT/SDC2/SDC1/HLA-DPA1/PTPRC/HLA-E/L1CAM/ITGA6/HLA-DRA/CD58/CADM1/ICAM2/PTPRM/HLA-DMB/CD99L2/PDCD1LG2/HLA-DQA2/NEGR1/CLDN7/NLGN4Y/CD34/CD6/HLA-DPB1/LRRC4C/CDH5/HLA-DRB1/CLDN4 38 KEGG hsa04270 Vascular smooth muscle contraction 34/2250 134/8135 0.7537 1 0.9045 ADORA2A/PPP1R14A/MYH10/PPP1CB/MYLK2/ADCY4/ARHGEF12/ACTG2/CALML4/GNAS/PLA2G12A/MYL6/ADCY6/KCNMB1/PRKCA/KCNU1/PRKCE/ADCY3/MYL6B/BRAF/ADM/MYH9/PLA2G2A/PLA2G2C/PRKCB/PRKACB/GNAQ/ADCY9/PPP1R12B/ACTA2/PLA2G5/PLCB1/PPP1R12A/MAPK1 34 KEGG hsa05031 Amphetamine addiction 17/2250 69/8135 0.7542 1 0.9045 FOSB/CREB3L2/PPP1CB/CALML4/GNAS/CAMK2A/ATF4/PRKCA/DRD1/JUN/CAMK2G/GRIN3B/CAMK2D/PRKCB/PRKACB/FOS/SIRT1 17 KEGG hsa04020 Calcium signaling pathway 62/2250 240/8135 0.761 1 0.9045 PPIF/VEGFA/GNA15/ADORA2A/NTRK2/NTRK1/PDGFA/ORAI2/CAMK1/PLCD3/ASPH/MYLK2/ADCY4/P2RX1/CALML4/GNAS/HTR2A/ATP2A1/CAMK2A/NTRK3/CYSLTR1/P2RX6/FGF9/CCKAR/TPCN1/PRKCA/ORAI3/DRD1/ATP2B4/FLT1/BDKRB2/NTSR1/ITPKC/VDAC1/SLC25A5/ERBB2/CAMK2G/TNNC1/TACR2/ADCY3/TBXA2R/FLT4/PHKG2/PTGER1/HTR6/CAMK2D/P2RX5/F2R/FGF22/PRKCB/PRKACB/GNAQ/ADCY9/FGF8/SPHK2/SLC25A4/PLCB1/LTB4R2/PDGFB/PTAFR/P2RX7/VEGFC 62 KEGG hsa00900 Terpenoid backbone biosynthesis 5/2250 22/8135 0.7701 1 0.9045 PMVK/FDPS/RCE1/FNTB/IDI2 5 KEGG hsa04713 Circadian entrainment 24/2250 97/8135 0.7742 1 0.9045 GNG4/GNG10/ADCY4/CALML4/GNAS/CAMK2A/GNG7/ADCY6/PER2/RASD1/PRKCA/GNAI2/CAMK2G/ADCY3/GNB4/CAMK2D/PRKCB/PRKACB/GNAQ/ADCY9/PER3/FOS/PLCB1/MAPK1 24 KEGG hsa04725 Cholinergic synapse 28/2250 113/8135 0.785 1 0.9045 GNG4/GNG10/CREB3L2/AKT3/ADCY4/CAMK2A/GNG7/KCNJ2/ADCY6/ATF4/PIK3R5/KCNQ5/PRKCA/GNAI2/KCNQ3/CAMK2G/ADCY3/GNB4/CAMK2D/CHRNA3/PRKCB/PRKACB/GNAQ/ADCY9/FOS/PLCB1/MAPK1/FYN 28 KEGG hsa05016 Huntington disease 79/2250 306/8135 0.7869 1 0.9045 TUBB6/PPIF/PPARG/CASP9/RCOR1/TUBA1B/HIP1/TUBA1C/CLTB/COX8A/CREB3L2/BAX/MTOR/GPX1/KLC1/TUBB/TGM2/PSMD8/NDUFB11/PSMD1/TUBB4B/PSMD2/COX6A1/UQCRC1/KLC3/HTT/AMBRA1/NDUFB8/DCTN5/POLR2J3/MAP3K5/TUBB3/ULK1/NDUFS1/SP1/PSMD9/AP2S1/PSMA5/NDUFS7/POLR2I/TUBB2A/VDAC1/PSMB7/TUBB4A/SLC25A5/COX6B2/NDUFB10/ATG2B/NDUFC1/POLR2C/KLC4/NDUFA9/COX4I1/DNAI2/UQCR11/TRAF2/PIK3C3/PSMB5/ERN1/ACTR1A/NDUFA12/PSMB4/GNAQ/POLR2J/PSMA3/PIK3R4/SLC25A4/NDUFA4/PLCB1/NDUFB2/PSMB1/POLR2A/PSMD7/NDUFA13/PSMB3/PSMC5/DLG4/DNAH6/PSMD11 79 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 3/2250 14/8135 0.7889 1 0.9045 B3GNT2/ST3GAL3/B4GALT4 3 KEGG hsa00514 Other types of O-glycan biosynthesis 11/2250 47/8135 0.7907 1 0.9045 GALNT2/GALNT12/POMT2/EOGT/GALNT1/ST3GAL3/POGLUT1/GALNT10/XXYLT1/PLOD3/C1GALT1 11 KEGG hsa00330 Arginine and proline metabolism 12/2250 51/8135 0.7911 1 0.9045 P4HA2/LAP3/SMOX/GAMT/CARNS1/SMS/ALDH2/SAT1/ARG1/CKB/ALDH7A1/ALDH9A1 12 KEGG hsa04913 Ovarian steroidogenesis 12/2250 51/8135 0.7911 1 0.9045 LDLR/ADCY4/GNAS/IGF1R/ADCY6/ALOX5/ADCY3/HSD3B2/PRKACB/INSR/ADCY9/CYP11A1 12 KEGG hsa04072 Phospholipase D signaling pathway 37/2250 148/8135 0.7933 1 0.9045 PDGFA/DGKD/AGPAT3/FCER1A/AKT3/MTOR/GAB2/AGPAT2/ADCY4/CYTH2/DGKZ/SHC4/GNAS/ADCY6/PIK3R5/PRKCA/PIP5K1B/MRAS/RALGDS/RALA/ADCY3/DNM1/F2R/CYTH1/INSR/ADCY9/ARF6/SPHK2/RALB/PIP5K1A/PLCB1/SHC2/MAPK1/PDGFB/SHC1/RRAS2/FYN 37 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 6/2250 27/8135 0.799 1 0.9045 B3GNT5/ST8SIA1/B3GNT2/ST3GAL3/FUT6/B4GALT4 6 KEGG hsa05032 Morphine addiction 22/2250 91/8135 0.8052 1 0.9045 GNG4/GNG10/PDE4A/ADCY4/PDE4D/ARRB1/GNAS/GNG7/PDE4B/ADCY6/PRKCA/DRD1/GNAI2/ADCY3/GNB4/GABRG2/GRK5/PDE7B/PRKCB/PRKACB/ADCY9/GRK6 22 KEGG hsa04974 Protein digestion and absorption 25/2250 103/8135 0.8107 1 0.9045 KCNK5/SLC1A5/SLC1A1/COL5A1/COL9A2/COL6A2/SLC36A1/COL18A1/CELA2B/KCNE3/COL8A2/SLC3A2/COL6A1/ATP1B1/COL4A6/COL11A1/KCNN4/PRCP/SLC38A2/ATP1B3/SLC36A4/SLC16A10/MEP1A/CPB1/CTRB1 25 KEGG hsa04921 Oxytocin signaling pathway 38/2250 154/8135 0.8224 1 0.9045 CDKN1A/CAMK1/PPP1CB/ACTG1/MYLK2/ADCY4/SRC/CALML4/GNAS/MYL6/CAMK2A/KCNJ2/ADCY6/PIK3R5/PRKAB2/PRKCA/CACNG3/CACNA2D2/GNAI2/PRKAG2/ELK1/JUN/CAMK2G/ADCY3/MYL6B/CAMK2D/PRKCB/PRKACB/GNAQ/ADCY9/PPP1R12B/CACNB2/FOS/PLCB1/PPP1R12A/MAPK1/CCND1/ACTB 38 KEGG hsa00562 Inositol phosphate metabolism 17/2250 73/8135 0.8338 1 0.9045 TPI1/PLCD3/MTMR3/INPP4A/PIKFYVE/IMPA2/PIP5K1B/PI4K2A/ITPKC/INPP1/MTMR14/PIK3C3/PIP4K2A/IPPK/PIP4K2B/PIP5K1A/PLCB1 17 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 18/2250 77/8135 0.8343 1 0.9045 ITGA2/ITGA3/DSC2/SGCB/ITGB8/ACTG1/LMNA/ATP2A1/TCF7L2/ITGA1/CACNG3/ITGA6/CACNA2D2/EMD/CTNNA1/ITGA2B/CACNB2/ACTB 18 KEGG hsa04310 Wnt signaling pathway 41/2250 167/8135 0.84 1 0.9045 FOSL1/RAC1/VANGL1/TLE4/TLE2/WNT10B/NKD1/CAMK2A/DVL3/SFRP4/FZD6/TCF7L2/PRKCA/TLE3/DVL1/WNT7A/FRAT1/FZD8/JUN/INVS/FBXW11/CAMK2G/RAC2/BTRC/SFRP1/CAMK2D/RSPO3/FZD9/LRP6/PRKCB/PRKACB/CTBP1/APC/AXIN2/FZD5/PORCN/PPARD/CER1/PLCB1/CCND1/RAC3 41 KEGG hsa00510 N-Glycan biosynthesis 11/2250 50/8135 0.8553 1 0.9045 DOLPP1/MGAT4B/MGAT5B/DPM2/MGAT4A/MGAT5/GANAB/MAN1A1/DOLK/ALG6/MOGS 11 KEGG hsa04979 Cholesterol metabolism 11/2250 50/8135 0.8553 1 0.9045 LDLR/TSPO/MYLIP/LRPAP1/ABCA1/LRP1/VDAC1/LDLRAP1/CETP/LIPA/CYP7A1 11 KEGG hsa00360 Phenylalanine metabolism 3/2250 16/8135 0.8615 1 0.9045 IL4I1/ALDH3A1/ALDH3B1 3 KEGG hsa00592 alpha-Linolenic acid metabolism 5/2250 25/8135 0.862 1 0.9045 PLA2G12A/PLA2G2A/PLA2G2C/PLA2G5/PLB1 5 KEGG hsa04260 Cardiac muscle contraction 20/2250 87/8135 0.8652 1 0.9045 COX8A/ASPH/ATP2A1/COX6A1/UQCRC1/ATP1B1/SLC9A7/CACNG3/TPM2/CACNA2D2/MYH7/ATP1B3/COX6B2/TNNC1/COX4I1/UQCR11/TPM1/CACNB2/MYH6/SLC9A6 20 KEGG hsa00310 Lysine degradation 14/2250 63/8135 0.8678 1 0.9045 DOT1L/SETD7/ALDH2/PRDM16/TMLHE/EZH2/DLST/SETD1B/SETDB2/ALDH7A1/ALDH9A1/PLOD3/CAMKMT/SETDB1 14 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 34/2250 143/8135 0.8741 1 0.9045 LIF/SKIL/MAPK11/KLF4/AKT3/WNT10B/STAT3/MAPK12/DVL3/IGF1R/FZD6/ZFHX3/DVL1/WNT7A/FZD8/PCGF6/ACVR1C/ACVR2B/PCGF1/PCGF5/SMAD1/LEFTY1/DLX5/FZD9/APC/AXIN2/FZD5/ID1/JAK3/BMI1/MAPK1/SETDB1/KAT6A/JAK1 34 KEGG hsa01523 Antifolate resistance 6/2250 30/8135 0.8763 1 0.9045 IL1B/ABCC1/TYMS/TNF/GGH/DHFR 6 KEGG hsa04512 ECM-receptor interaction 20/2250 88/8135 0.8784 1 0.9045 SDC4/ITGA2/ITGA3/COL9A2/SPP1/COL6A2/ITGB8/THBS2/COL6A1/COL4A6/SDC1/ITGA1/CD47/ITGA6/VTN/CD44/ITGA2B/THBS4/SV2A/LAMA5 20 KEGG hsa00071 Fatty acid degradation 9/2250 43/8135 0.8792 1 0.9045 ALDH2/ACSL1/ACSL4/CPT1A/ALDH7A1/ECI1/ALDH9A1/CYP2U1/HADHB 9 KEGG hsa00860 Porphyrin metabolism 9/2250 43/8135 0.8792 1 0.9045 CPOX/FXN/MMAB/HMOX1/HEPH/BLVRA/HMOX2/PPOX/GUSB 9 KEGG hsa04022 cGMP-PKG signaling pathway 40/2250 167/8135 0.8799 1 0.9045 PPIF/SRF/CREB3L2/PPP1CB/ADRA2B/AKT3/MYLK2/ADCY4/CALML4/ATP2A1/ADCY6/ATF4/PIK3R5/ATP1B1/KCNMB1/MEF2D/VASP/ATP2B4/KCNU1/BDKRB2/GNAI2/VDAC1/CNGA1/MYH7/ATP1B3/MEF2B/SLC25A5/PRKCE/ADCY3/GNAQ/INSR/ADCY9/SLC25A4/MYH6/PLCB1/GTF2IRD1/PPP1R12A/MAPK1/BAD/GTF2I 40 KEGG hsa00790 Folate biosynthesis 5/2250 26/8135 0.8848 1 0.9045 GGH/DHFR/MOCS1/TPH1/SPR 5 KEGG hsa05415 Diabetic cardiomyopathy 49/2250 203/8135 0.889 1 0.9045 PPIF/MAPK11/RAC1/GAPDH/NCF4/MMP9/COX8A/PPP1CB/CYBB/AKT3/MTOR/ATP2A1/CAMK2A/MAPK12/PDHB/NDUFB11/TGFB3/COX6A1/UQCRC1/SLC2A4/NDUFB8/PRKCA/NDUFS1/SP1/CTSD/NDUFS7/VDAC1/SLC25A5/COX6B2/CAMK2G/NDUFB10/RAC2/CYBA/NDUFC1/NDUFA9/COX4I1/UQCR11/CAMK2D/NDUFA12/PRKCB/INSR/SLC25A4/NCF1/NDUFA4/PLCB1/NDUFB2/TGFB1/MPC1/NDUFA13 49 KEGG hsa04962 Vasopressin-regulated water reabsorption 9/2250 44/8135 0.8957 1 0.9045 CREB3L2/GNAS/ADCY6/DCTN5/AQP2/ADCY3/PRKACB/ADCY9/ARHGDIA 9 KEGG hsa04151 PI3K-Akt signaling pathway 88/2250 354/8135 0.898 1 0.9045 NR4A1/GNG4/VEGFA/CDKN1A/ITGA2/CASP9/ITGA3/NTRK2/CSF1R/NTRK1/PDGFA/RAC1/CSF3R/YWHAH/MCL1/COL9A2/SPP1/YWHAE/GNG10/COL6A2/PPP2R1A/YWHAZ/EIF4EBP1/CREB3L2/CSF1/IL2RA/TLR4/AKT3/MTOR/ITGB8/IL2RB/CRTC2/IL4R/RPS6/IL2RG/CDK2/GNG7/IGF1R/THBS2/FGF9/ATF4/CCNE2/COL6A1/PIK3R5/FLT3/PPP2R3C/COL4A6/PRKCA/DDIT4/ITGA1/ITGA6/TLR2/VTN/PPP2CA/OSM/CD19/FLT1/RXRA/YWHAQ/ERBB2/PHLPP1/IL7R/GNB4/RBL2/BCL2L1/IL7/FLT4/SGK2/EIF4E2/IL4/F2R/FGF22/ITGA2B/INSR/PPP2R3B/FGF8/NTF3/THBS4/JAK3/MAPK1/CCND1/LAMA5/PDGFB/MLST8/VEGFC/BAD/MAGI1/JAK1 88 KEGG hsa00590 Arachidonic acid metabolism 13/2250 61/8135 0.8981 1 0.9045 PTGIS/GPX1/GGT1/PLA2G12A/EPHX2/ALOX5/TBXAS1/PTGES2/PLA2G2A/PLA2G2C/CYP2U1/PLA2G5/PLB1 13 KEGG hsa04350 TGF-beta signaling pathway 21/2250 94/8135 0.9011 1 0.9045 CDKN2B/PPP2R1A/TNF/RGMA/SMAD7/GREM2/TGFB3/ZFYVE9/SMAD6/SMURF1/PPP2CA/SP1/GDF7/ACVR1C/ACVR2B/SMAD1/LEFTY1/ID1/RGMB/TGFB1/MAPK1 21 KEGG hsa04714 Thermogenesis 56/2250 232/8135 0.9029 1 0.9045 MAPK11/PPARG/DPF3/COX8A/CREB3L2/SIRT6/COX17/MTOR/SMARCB1/ACTG1/ADCY4/MAP2K3/RPS6/GNAS/MAPK12/NDUFB11/COX6A1/UQCRC1/ADCY6/ACSL1/PRDM16/ACTL6A/NDUFB8/COX18/PRKAB2/MAP3K5/SMARCA4/COA3/NDUFS1/PRKAG2/CNR1/NDUFS7/ARID1A/COX6B2/NDUFB10/ADCY3/NDUFC1/ACSL4/NDUFA9/COX4I1/UQCR11/CPT1A/NDUFA12/DPF1/COA5/PRKACB/COA4/ADCY9/NDUFA4/NDUFB2/NDUFAF5/NDUFA13/COX11/NDUFAF2/MLST8/ACTB 56 KEGG hsa00350 Tyrosine metabolism 7/2250 36/8135 0.9058 1 0.9045 IL4I1/FAH/ALDH3A1/ALDH3B1/HGD/TYRP1/GSTZ1 7 KEGG hsa00500 Starch and sucrose metabolism 7/2250 36/8135 0.9058 1 0.9045 HK1/GPI/HK2/PGM2L1/GYG2/PYGM/AMY2A 7 KEGG hsa00512 Mucin type O-glycan biosynthesis 7/2250 36/8135 0.9058 1 0.9045 GALNT2/GALNT12/GALNT1/ST6GALNAC4/B4GALT5/GALNT10/C1GALT1 7 KEGG hsa04622 RIG-I-like receptor signaling pathway 15/2250 70/8135 0.9068 1 0.9045 MAPK11/IRF7/ISG15/TNF/CXCL10/TRIM25/NFKBIB/MAPK12/CYLD/TANK/NFKBIA/AZI2/IRF3/TRAF2/TRAF6 15 KEGG hsa00640 Propanoate metabolism 6/2250 32/8135 0.9125 1 0.9045 LDHA/LDHAL6B/ABAT/ACACB/ACSS1/PCCB 6 KEGG hsa00515 Mannose type O-glycan biosynthesis 4/2250 23/8135 0.9153 1 0.9045 POMT2/FKTN/MGAT5B/ST3GAL3 4 KEGG hsa05010 Alzheimer disease 95/2250 384/8135 0.9156 1 0.9045 TUBB6/PPIF/IL1B/CASP9/SLC39A1/GAPDH/TUBA1B/CDK5/SLC39A7/TUBA1C/COX8A/TNF/CSF1/CYBB/AKT3/MTOR/CAPN1/WNT10B/KLC1/TUBB/PSMD8/CALML4/ATP2A1/DVL3/NDUFB11/PSMD1/TUBB4B/PSMD2/FZD6/COX6A1/UQCRC1/ATF4/KLC3/AMBRA1/NDUFB8/SLC39A11/FAS/BID/MAP3K5/TUBB3/DVL1/ULK1/NDUFS1/PSMD9/LRP1/PSMA5/DDIT3/WNT7A/NDUFS7/FRAT1/TUBB2A/FZD8/VDAC1/PSMB7/TUBB4A/SLC25A5/COX6B2/NDUFB10/ATG2B/NDUFC1/KLC4/NDUFA9/BRAF/COX4I1/UQCR11/TRAF2/PIK3C3/EIF2AK3/PSMB5/ERN1/NAE1/NDUFA12/FZD9/LRP6/PSMB4/GNAQ/INSR/PSMA3/PIK3R4/APC/SLC25A4/AXIN2/FZD5/NDUFA4/PLCB1/SLC39A10/NDUFB2/PSMB1/PSMD7/NDUFA13/PSMB3/MAPK1/PSMC5/BAD/PSMD11 95 KEGG hsa04728 Dopaminergic synapse 30/2250 132/8135 0.9177 1 0.9045 GNG4/MAPK11/GNG10/PPP2R1A/CREB3L2/PPP1CB/AKT3/ARRB1/CALML4/GNAS/CAMK2A/MAPK12/GNG7/ATF4/PPP2R3C/PRKCA/PPP2CA/DRD1/GNAI2/CAMK2G/GNB4/ARNTL/GSK3A/CAMK2D/PRKCB/PRKACB/GNAQ/PPP2R3B/FOS/PLCB1 30 KEGG hsa05207 Chemical carcinogenesis - receptor activation 50/2250 212/8135 0.9242 1 0.9045 VDR/VEGFA/BIRC5/KLF4/BCL6/CDC25A/CDC6/EIF4EBP1/KPNA2/CREB3L2/E2F1/AKT3/MTOR/STAT3/ADCY4/PAQR7/SRC/ARRB1/GNAS/FGF9/ADCY6/ATF4/EPHX2/JAG1/GSTO1/PRKCA/RXRA/GNAI2/JUN/KPNA3/GSTM1/ADCY3/GSTT1/ESR1/FGF22/STAT5A/MGST2/CHRNA3/PRKCB/PRKACB/ADCY9/FGF8/MGST3/TNFSF11/FOS/DLL1/MAPK1/CCND1/BAD/EPHX4 50 KEGG hsa00380 Tryptophan metabolism 8/2250 42/8135 0.9275 1 0.9045 IL4I1/ALDH2/DLST/IDO1/TPH1/AANAT/ALDH7A1/ALDH9A1 8 KEGG hsa04724 Glutamatergic synapse 25/2250 114/8135 0.9337 1 0.9045 GNG4/SLC1A1/GNG10/TRPC1/HOMER2/ADCY4/GLS2/HOMER1/GNAS/GNG7/ADCY6/PRKCA/DLGAP1/GNAI2/SLC38A2/ADCY3/GRIN3B/GNB4/PRKCB/PRKACB/GNAQ/ADCY9/PLCB1/MAPK1/DLG4 25 KEGG hsa04973 Carbohydrate digestion and absorption 9/2250 47/8135 0.9342 1 0.9045 HK1/HK2/AKT3/ATP1B1/ATP1B3/PRKCB/PLCB1/GNAT3/AMY2A 9 KEGG hsa00591 Linoleic acid metabolism 5/2250 29/8135 0.9349 1 0.9045 PLA2G12A/PLA2G2A/PLA2G2C/PLA2G5/PLB1 5 KEGG hsa04923 Regulation of lipolysis in adipocytes 11/2250 56/8135 0.937 1 0.9045 AKT3/ADCY4/GNAS/ADCY6/GNAI2/TSHR/ADCY3/PRKACB/AQP7/INSR/ADCY9 11 KEGG hsa04975 Fat digestion and absorption 8/2250 43/8135 0.9386 1 0.9045 AGPAT2/PLA2G12A/ABCA1/PLA2G2A/DGAT2/PLA2G2C/SLC27A4/PLA2G5 8 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 52/2250 223/8135 0.9408 1 0.9045 PPIF/MAPK11/VEGFA/RAC1/AS3MT/COX8A/AKT3/PTPN1/SRC/HMOX1/MAPK12/NDUFB11/COX6A1/UQCRC1/EPHX2/NDUFB8/NQO1/GSTO1/MAP3K5/PRKD3/NDUFS1/SLC26A6/NDUFS7/VDAC1/JUN/SLC25A5/COX6B2/NFKBIA/NDUFB10/GSTM1/CYBA/NDUFC1/MAP2K4/NDUFA9/BRAF/COX4I1/UQCR11/GSTT1/NDUFA12/MGST2/ACP1/SLC25A4/MGST3/NCF1/FOS/NDUFA4/NDUFB2/NDUFA13/MAPK1/AKR1A1/BAD/EPHX4 52 KEGG hsa00100 Steroid biosynthesis 3/2250 20/8135 0.9441 1 0.9045 CYP27B1/SQLE/LIPA 3 KEGG hsa00053 Ascorbate and aldarate metabolism 5/2250 30/8135 0.9466 1 0.9045 ALDH2/GUSB/ALDH7A1/ALDH9A1/AKR1A1 5 KEGG hsa04720 Long-term potentiation 13/2250 67/8135 0.9552 1 0.9045 PPP1CB/CALML4/CAMK2A/ATF4/PRKCA/CAMK2G/BRAF/CAMK2D/PRKCB/PRKACB/GNAQ/PLCB1/MAPK1 13 KEGG hsa04623 Cytosolic DNA-sensing pathway 12/2250 63/8135 0.9575 1 0.9045 IL1B/IRF7/IL18/TREX1/CXCL10/NFKBIB/RIPK3/POLR3H/POLR1D/NFKBIA/IRF3/POLR3GL 12 KEGG hsa04727 GABAergic synapse 18/2250 89/8135 0.9587 1 0.9045 GNG4/GNG10/ADCY4/SRC/GLS2/ABAT/GNG7/ADCY6/PRKCA/GNAI2/SLC38A2/ADCY3/GNB4/GABRG2/PRKCB/PRKACB/ADCY9/SLC12A5 18 KEGG hsa04929 GnRH secretion 12/2250 64/8135 0.9635 1 0.9045 SPP1/AKT3/TRPC1/ARRB1/HCN2/PRKCA/KCNN4/PRKCB/GNAQ/PLCB1/MAPK1/TRPC5 12 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 4/2250 27/8135 0.9641 1 0.9045 TECR/SCD/ELOVL7/ELOVL1 4 KEGG hsa04742 Taste transduction 17/2250 86/8135 0.965 1 0.9045 KCNK5/ADCY4/SCN9A/ENTPD2/ADCY6/TAS2R19/TAS2R50/TAS2R20/TAS2R14/TAS2R43/TAS2R4/PRKACB/P2RY1/PLCB1/TAS2R5/GNAT3/TAS2R13 17 KEGG hsa04730 Long-term depression 11/2250 60/8135 0.9659 1 0.9045 PPP2R1A/GNAS/IGF1R/PRKCA/PPP2CA/GNAI2/BRAF/PRKCB/GNAQ/PLCB1/MAPK1 11 KEGG hsa04924 Renin secretion 13/2250 69/8135 0.9667 1 0.9045 CALML4/GNAS/PTGER4/KCNJ2/ADCY6/CTSB/GNAI2/CLCA2/PTGER2/PRKACB/GNAQ/CLCA1/PLCB1 13 KEGG hsa00190 Oxidative phosphorylation 28/2250 134/8135 0.9715 1 0.9045 ATP6V0D1/COX8A/ATP6V0B/COX17/ATP6V1E1/NDUFB11/COX6A1/UQCRC1/ATP6V0C/NDUFB8/LHPP/ATP6V1A/NDUFS1/PPA2/NDUFS7/COX6B2/NDUFB10/NDUFC1/NDUFA9/COX4I1/ATP6V1G1/UQCR11/NDUFA12/ATP6V1E2/NDUFA4/NDUFB2/NDUFA13/COX11 28 KEGG hsa04024 cAMP signaling pathway 49/2250 221/8135 0.9749 1 0.9045 ADORA2A/RAC1/PTCH1/PDE4A/CREB3L2/PPP1CB/AKT3/FFAR2/ADCY4/TIAM1/PDE4D/CALML4/GNAS/ATP2A1/CAMK2A/PDE4B/HCN2/PAK1/ADCY6/ATP1B1/VAV2/DRD1/ATP2B4/GNAI2/CNGA1/JUN/ARAP3/ATP1B3/TSHR/CAMK2G/NFKBIA/RAC2/PTGER2/ADCY3/GRIN3B/HTR6/BRAF/GHRL/CAMK2D/F2R/PRKACB/ADCY9/FOS/PPP1R12A/MAPK1/GIPR/BAD/RRAS2/RAC3 49 KEGG hsa00513 Various types of N-glycan biosynthesis 6/2250 39/8135 0.977 1 0.9045 MGAT4B/MGAT4A/B4GALNT4/ST3GAL3/HEXB/MAN1A1 6 KEGG hsa04744 Phototransduction 4/2250 29/8135 0.9771 1 0.9045 CALML4/GUCA1C/CNGA1/PDE6B 4 KEGG hsa04723 Retrograde endocannabinoid signaling 30/2250 148/8135 0.9852 1 0.9045 GNG4/MAPK11/GNG10/ADCY4/MAPK12/GNG7/NDUFB11/ADCY6/NDUFB8/PRKCA/NDUFS1/GNAI2/CNR1/NDUFS7/NDUFB10/ADCY3/GNB4/NDUFC1/GABRG2/NDUFA9/NDUFA12/PRKCB/PRKACB/GNAQ/ADCY9/NDUFA4/PLCB1/NDUFB2/NDUFA13/MAPK1 30 KEGG hsa04976 Bile secretion 16/2250 89/8135 0.9879 1 0.9045 SLC4A2/LDLR/ADCY4/GNAS/ADCY6/SLC51A/ATP1B1/RXRA/ATP1B3/ABCB4/CA2/SLC22A8/ADCY3/PRKACB/ADCY9/CYP7A1 16 KEGG hsa04721 Synaptic vesicle cycle 13/2250 78/8135 0.9921 1 0.9045 SLC1A1/ATP6V0D1/CLTB/ATP6V0B/ATP6V1E1/ATP6V0C/STX1B/ATP6V1A/AP2S1/ATP6V1G1/DNM1/STX2/ATP6V1E2 13 KEGG hsa04726 Serotonergic synapse 21/2250 115/8135 0.9931 1 0.9045 GNG4/GNG10/TRPC1/GNAS/HTR2A/GNG7/PRKCA/ALOX5/GNAI2/CYP2C18/GNB4/TPH1/HTR6/BRAF/PRKCB/PRKACB/GNAQ/CYP2D6/PLCB1/MAPK1/DUSP1 21 KEGG hsa00982 Drug metabolism - cytochrome P450 11/2250 72/8135 0.9957 1 0.9045 GSTO1/GSTM1/GSTT1/ALDH3A1/ALDH3B1/MGST2/FMO2/FMO5/CYP2D6/MGST3/GSTK1 11 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 10/2250 69/8135 0.997 1 0.9045 HSD11B1/NAT1/GSTO1/CYP2C18/GSTM1/NAT2/GSTT1/MGST2/MGST3/GSTK1 10 KEGG hsa04613 Neutrophil extracellular trap formation 36/2250 190/8135 0.9981 1 0.9045 PPIF/MAPK11/FPR1/RAC1/TLR8/FPR3/NCF4/CLEC7A/HMGB1/CYBB/TLR4/AKT3/MTOR/ACTG1/FCGR1A/SRC/MAPK12/PRKCA/TLR2/VDAC1/FPR2/SLC25A5/RAC2/MPO/CYBA/ITGA2B/PRKCB/HDAC9/SLC25A4/NCF1/CLCN5/PLCB1/ATG7/MAPK1/HDAC10/ACTB 36 KEGG hsa00040 Pentose and glucuronate interconversions 3/2250 34/8135 0.9984 1 0.9045 RPE/GUSB/AKR1A1 3 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 11/2250 78/8135 0.9987 1 0.9045 CYP2S1/HSD11B1/GSTO1/GSTM1/GSTT1/ALDH3A1/ALDH3B1/MGST2/CYP2D6/MGST3/GSTK1 11 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 8/2250 66/8135 0.9993 1 0.9045 NARS2/YARS2/LARS2/MARS2/MTFMT/HARS2/VARS2/FARSA 8 KEGG hsa00140 Steroid hormone biosynthesis 7/2250 61/8135 0.9994 1 0.9045 CYP7B1/HSD11B1/HSD17B8/DHRS11/HSD3B2/CYP11A1/CYP7A1 7 KEGG hsa04950 Maturity onset diabetes of the young 1/2250 26/8135 0.9998 1 0.9045 PDX1 1 KEGG hsa05206 MicroRNAs in cancer 59/2250 310/8135 0.9999 1 0.9045 VEGFA/NOTCH1/FSCN1/CDCA5/CDKN1A/KIF23/ABCC1/E2F2/MARCKS/PDGFA/MCL1/CDC25A/MMP9/TP63/ST14/E2F1/CDC25C/PLAU/MTOR/STAT3/PDCD4/PIM1/HMOX1/SHC4/GLS2/PAK4/UBE2I/BMF/CCNE2/EZR/PRKCA/DDIT4/STMN1/EZH2/SLC45A3/BAK1/CDKN2A/MDM4/SLC7A1/ERBB2/CD44/RECK/CRK/PRKCE/VIM/DICER1/PRKCB/TIMP3/TPM1/APC/MIR181D/ATM/CDC25B/BMI1/MAPK1/CCND1/PDGFB/SHC1/SIRT1 59 KEGG hsa05033 Nicotine addiction 2/2250 40/8135 1 1 0.9045 GRIN3B/GABRG2 2 KEGG hsa00830 Retinol metabolism 6/2250 68/8135 1 1 0.9045 CYP2S1/CYP26C1/DHRS4L2/CYP2C18/RDH10/DHRS3 6 KEGG hsa03008 Ribosome biogenesis in eukaryotes 13/2250 109/8135 1 1 0.9045 XRN2/NOP10/POP5/RIOK1/SBDS/GNL3/EMG1/FBL/MDN1/RPP30/LSG1/RCL1/NXF3 13 KEGG hsa05322 Systemic lupus erythematosus 18/2250 136/8135 1 1 0.9045 CD86/IL10/CD80/TNF/HLA-DMA/FCGR1A/C1QB/HLA-DPA1/ACTN4/HLA-DRA/HLA-DMB/HLA-DQA2/SNRPB/C1QA/C1R/HLA-DPB1/C6/HLA-DRB1 18 KEGG hsa04080 Neuroactive ligand-receptor interaction 63/2250 353/8135 1 1 0.9045 ADORA2A/FPR1/NMB/FPR3/THRA/ADRA2B/CHRNA10/CHRNA5/P2RY13/NR3C1/TSPO/HCRT/P2RX1/F2RL2/P2RY11/HTR2A/PTGER4/CYSLTR1/P2RX6/CCKAR/S1PR1/CCK/GPR35/UTS2R/LTB4R/P2RY10/PATE4/DRD1/BDKRB2/VIPR1/CNR1/NTSR1/FPR2/CHRNA1/C3AR1/TSHR/TACR2/PTGER2/PMCH/GRIN3B/GABRG2/TBXA2R/NPBWR2/PTGER1/HTR6/ADM/GHRL/INSL3/PTH2R/P2RX5/F2R/CHRNA3/P2RY1/NPFF/CHRNG/LTB4R2/NMUR1/GALR2/PTAFR/P2RX7/GIPR/TAAR1/MC3R 63 KEGG hsa05034 Alcoholism 26/2250 187/8135 1 1 0.9045 GNG4/SLC29A2/ADORA2A/NTRK2/GNG10/FOSB/CREB3L2/PPP1CB/SLC29A1/SHC4/CALML4/GNAS/GNG7/ATF4/DRD1/GNAI2/GRIN3B/GNB4/SLC29A3/BRAF/PRKACB/HDAC9/SHC2/MAPK1/HDAC10/SHC1 26 KEGG hsa04740 Olfactory transduction 49/2250 440/8135 1 1 0.9045 ARRB1/CALML4/OR56B1/CAMK2A/GNG7/OR7E24/OR2B11/OR10V1/OR8D4/OR5V1/OR4F21/OR51A2/OR14C36/OR52N4/OR5B17/CAMK2G/OR2A2/OR5D14/ADCY3/OR5J2/OR8K3/OR2T6/OR11H2/OR9A2/CAMK2D/OR10G7/OR4P4/OR6X1/PRKACB/OR4M1/OR2A7/OR7D4/OR5R1/OR2S2/OR2W3/OR6B1/OR6S1/OR10W1/OR4M2/OR52H1/OR2M3/ANO2/OR52K1/OR6C6/OR10K1/OR51G2/OR4Q3/OR13D1/OR7C2 49