ID Description GeneRatio BgRatio pvalue p.adjust geneID geneName Count hsa03010 Ribosome 47/936 91/5868 1.965819271969e-15 4.08890408569553e-13 6227/6235/6193/6218/6228/6201/3921/6232/6222/6168/6188/6141/6217/6175/6208/6125/6157/6167/6206/9349/6192/6130/6176/6147/6223/25873/6158/23521/11224/6122/6144/6233/6210/4736/6160/6187/6203/6181/9045/6194/6202/6129/6138/6224/6191/6230/6132 RPS21/RPS29/RPS5/RPS17/RPS23/RPS7/RPSA/RPS27/RPS18/RPL37A/RPS3/RPL18/RPS16/RPLP0/RPS14/RPL5/RPL27A/RPL37/RPS12/RPL23/RPS4Y1/RPL7A/RPLP1/RPL23A/RPS19/RPL36/RPL28/RPL13A/RPL35/RPL3/RPL21/RPS27A/RPS15A/RPL10A/RPL31/RPS2/RPS9/RPLP2/RPL14/RPS6/RPS8/RPL7/RPL15/RPS20/RPS4X/RPS25/RPL8 47 hsa05140 Leishmaniasis 39/936 72/5868 6.63811641997512e-14 6.90364107677413e-12 3113/3115/3122/3123/2214/3689/3108/4688/2212/1535/653361/2209/3119/3109/3117/7040/3118/7097/2353/3717/3684/3127/7124/7099/3553/3676/6772/718/3716/3460/4792/5777/3688/4689/5579/4615/3725/3459/1432 HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/FCGR3A/ITGB2/HLA-DMA/NCF2/FCGR2A/CYBA/NCF1/FCGR1A/HLA-DQB1/HLA-DMB/HLA-DQA1/TGFB1/HLA-DQA2/TLR2/FOS/JAK2/ITGAM/HLA-DRB5/TNF/TLR4/IL1B/ITGA4/STAT1/C3/JAK1/IFNGR2/NFKBIA/PTPN6/ITGB1/NCF4/PRKCB/MYD88/JUN/IFNGR1/MAPK14 39 hsa04145 Phagosome 61/936 153/5868 4.9246934947533e-13 3.41445415636229e-11 3106/3105/3113/1520/3115/3122/3123/2214/3689/1536/929/3108/11151/4688/3107/2212/1535/3134/653361/2209/3119/3109/64581/3117/4481/3118/3133/7097/7846/60/3684/3678/1514/10376/203068/3127/6891/7099/81035/948/6890/718/4973/10333/3688/10383/9296/811/8685/4689/84790/245973/3693/3685/525/1783/10312/526/7037/8992/8411 HLA-B/HLA-A/HLA-DPA1/CTSS/HLA-DPB1/HLA-DRA/HLA-DRB1/FCGR3A/ITGB2/CYBB/CD14/HLA-DMA/CORO1A/NCF2/HLA-C/FCGR2A/CYBA/HLA-F/NCF1/FCGR1A/HLA-DQB1/HLA-DMB/CLEC7A/HLA-DQA1/MSR1/HLA-DQA2/HLA-E/TLR2/TUBA1A/ACTB/ITGAM/ITGA5/CTSL/TUBA1B/TUBB/HLA-DRB5/TAP2/TLR4/COLEC12/CD36/TAP1/C3/OLR1/TLR6/ITGB1/TUBB4B/ATP6V1F/CALR/MARCO/NCF4/TUBA1C/ATP6V1C2/ITGB5/ITGAV/ATP6V1B1/DYNC1LI2/TCIRG1/ATP6V1B2/TFRC/ATP6V0E1/EEA1 61 hsa03030 DNA replication 24/936 36/5868 1.02443656652567e-11 5.32707014593346e-10 5111/4176/4172/4174/6119/4175/2237/5983/4173/5984/5982/3978/6118/4171/10535/5981/10714/5557/54107/6117/5422/57804/5425/5427 PCNA/MCM7/MCM3/MCM5/RPA3/MCM6/FEN1/RFC3/MCM4/RFC4/RFC2/LIG1/RPA2/MCM2/RNASEH2A/RFC1/POLD3/PRIM1/POLE3/RPA1/POLA1/POLD4/POLD2/POLE2 24 hsa04612 Antigen processing and presentation 37/936 76/5868 2.0409220683061e-11 8.49023580415336e-10 3106/3105/3113/1520/3115/3122/3123/3108/972/3107/10437/3134/3119/3109/3117/3118/567/3133/1508/1514/920/3127/6891/7124/6890/3320/3326/4261/2923/811/5721/3309/3312/3310/6892/4801/3303 HLA-B/HLA-A/HLA-DPA1/CTSS/HLA-DPB1/HLA-DRA/HLA-DRB1/HLA-DMA/CD74/HLA-C/IFI30/HLA-F/HLA-DQB1/HLA-DMB/HLA-DQA1/HLA-DQA2/B2M/HLA-E/CTSB/CTSL/CD4/HLA-DRB5/TAP2/TNF/TAP1/HSP90AA1/HSP90AB1/CIITA/PDIA3/CALR/PSME2/HSPA5/HSPA8/HSPA6/TAPBP/NFYB/HSPA1A 37 hsa05150 Staphylococcus aureus infection 27/936 55/5868 8.80424238158677e-09 3.05213735895008e-07 3113/3115/3122/3123/2214/3689/3108/2212/2357/2209/3119/3109/3117/728/2359/3118/719/1675/3683/3684/3127/5724/718/6404/712/3383/3858 HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/FCGR3A/ITGB2/HLA-DMA/FCGR2A/FPR1/FCGR1A/HLA-DQB1/HLA-DMB/HLA-DQA1/C5AR1/FPR3/HLA-DQA2/C3AR1/CFD/ITGAL/ITGAM/HLA-DRB5/PTAFR/C3/SELPLG/C1QA/ICAM1/KRT10 27 hsa05323 Rheumatoid arthritis 36/936 91/5868 4.17118946425158e-08 1.2394391550919e-06 3113/3115/3122/414062/3123/3689/3108/6348/10673/3119/3109/3117/7040/942/3118/7097/3683/2353/7422/1514/3127/7124/7099/3553/9296/3383/2321/3576/245973/54/3725/525/10312/526/3606/8992 HLA-DPA1/HLA-DPB1/HLA-DRA/CCL3L3/HLA-DRB1/ITGB2/HLA-DMA/CCL3/TNFSF13B/HLA-DQB1/HLA-DMB/HLA-DQA1/TGFB1/CD86/HLA-DQA2/TLR2/ITGAL/FOS/VEGFA/CTSL/HLA-DRB5/TNF/TLR4/IL1B/ATP6V1F/ICAM1/FLT1/CXCL8/ATP6V1C2/ACP5/JUN/ATP6V1B1/TCIRG1/ATP6V1B2/IL18/ATP6V0E1 36 hsa04110 Cell cycle 44/936 124/5868 6.23675588608068e-08 1.62155653038098e-06 7040/5111/4176/4172/4174/23594/5591/4175/983/9126/7029/4616/4085/990/595/4173/898/51529/7465/1028/1111/4171/896/890/9088/5885/9134/3066/1019/9184/8318/1021/1029/10926/7027/7531/10274/5933/7272/1026/1017/6502/1869/701 TGFB1/PCNA/MCM7/MCM3/MCM5/ORC6/PRKDC/MCM6/CDK1/SMC3/TFDP2/GADD45B/MAD2L1/CDC6/CCND1/MCM4/CCNE1/ANAPC11/WEE1/CDKN1C/CHEK1/MCM2/CCND3/CCNA2/PKMYT1/RAD21/CCNE2/HDAC2/CDK4/BUB3/CDC45/CDK6/CDKN2A/DBF4/TFDP1/YWHAE/STAG1/RBL1/TTK/CDKN1A/CDK2/SKP2/E2F1/BUB1B 44 hsa03430 Mismatch repair 15/936 23/5868 1.37304609962513e-07 3.1732620969114e-06 5111/6119/5983/5984/5982/4436/3978/6118/2956/5981/10714/6117/57804/5425/9156 PCNA/RPA3/RFC3/RFC4/RFC2/MSH2/LIG1/RPA2/MSH6/RFC1/POLD3/RPA1/POLD4/POLD2/EXO1 15 hsa04380 Osteoclast differentiation 44/936 128/5868 1.79779067486805e-07 3.73940460372555e-06 7305/2214/1536/4688/2212/1535/653361/2209/1436/6688/7040/10288/10859/11025/11006/2353/3726/126014/7124/3553/6772/3937/9021/11027/695/3716/3460/4792/6850/10326/79168/54209/4689/23533/2354/6773/140885/2885/54/3725/2274/3459/1432/5468 TYROBP/FCGR3A/CYBB/NCF2/FCGR2A/CYBA/NCF1/FCGR1A/CSF1R/SPI1/TGFB1/LILRB2/LILRB1/LILRB3/LILRB4/FOS/JUNB/OSCAR/TNF/IL1B/STAT1/LCP2/SOCS3/LILRA2/BTK/JAK1/IFNGR2/NFKBIA/SYK/SIRPB1/LILRA6/TREM2/NCF4/PIK3R5/FOSB/STAT2/SIRPA/GRB2/ACP5/JUN/FHL2/IFNGR1/MAPK14/PPARG 44 hsa04514 Cell adhesion molecules (CAMs) 44/936 133/5868 6.16765909464413e-07 1.16624826516907e-05 3106/3105/3113/3115/3122/5788/3123/3689/3108/3107/1462/3134/3119/3109/5175/3117/942/3118/3133/3683/3684/3655/920/999/3127/3676/23705/6404/1364/3688/214/1366/3384/6693/3383/6614/26047/9019/3685/83700/5792/3385/6402/3696 HLA-B/HLA-A/HLA-DPA1/HLA-DPB1/HLA-DRA/PTPRC/HLA-DRB1/ITGB2/HLA-DMA/HLA-C/VCAN/HLA-F/HLA-DQB1/HLA-DMB/PECAM1/HLA-DQA1/CD86/HLA-DQA2/HLA-E/ITGAL/ITGAM/ITGA6/CD4/CDH1/HLA-DRB5/ITGA4/CADM1/SELPLG/CLDN4/ITGB1/ALCAM/CLDN7/ICAM2/SPN/ICAM1/SIGLEC1/CNTNAP2/MPZL1/ITGAV/JAM3/PTPRF/ICAM3/SELL/ITGB8 44 hsa03050 Proteasome 20/936 44/5868 3.53960709391003e-06 5.91682943057615e-05 5698/5696/5713/5721/5702/5684/5707/5690/5717/5693/5700/5694/5689/10213/5708/5701/5699/5718/5695/5682 PSMB9/PSMB8/PSMD7/PSME2/PSMC3/PSMA3/PSMD1/PSMB2/PSMD11/PSMB5/PSMC1/PSMB6/PSMB1/PSMD14/PSMD2/PSMC2/PSMB10/PSMD12/PSMB7/PSMA1 20 hsa05416 Viral myocarditis 27/936 70/5868 3.69801839411009e-06 5.91682943057615e-05 3106/3105/3113/3115/3122/3123/3689/3108/3107/3134/3119/3109/3117/942/3118/3133/5880/3683/60/3127/4628/1605/3383/595/1756/1981/5881 HLA-B/HLA-A/HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/ITGB2/HLA-DMA/HLA-C/HLA-F/HLA-DQB1/HLA-DMB/HLA-DQA1/CD86/HLA-DQA2/HLA-E/RAC2/ITGAL/ACTB/HLA-DRB5/MYH10/DAG1/ICAM1/CCND1/DMD/EIF4G1/RAC3 27 hsa04940 Type I diabetes mellitus 19/936 43/5868 1.03544569462932e-05 0.000153837646059213 3106/3105/3113/3115/3122/3123/3108/3107/3134/3119/3109/3117/942/3118/3133/3127/7124/3329/3553 HLA-B/HLA-A/HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/HLA-DMA/HLA-C/HLA-F/HLA-DQB1/HLA-DMB/HLA-DQA1/CD86/HLA-DQA2/HLA-E/HLA-DRB5/TNF/HSPD1/IL1B 19 hsa04670 Leukocyte transendothelial migration 37/936 116/5868 1.2519376308299e-05 0.000173602018141747 3689/1536/7852/4688/4478/1535/653361/5175/5880/3683/60/83593/3684/3676/7408/1364/3688/1366/7409/2185/3383/4689/23533/5579/2771/387/83700/5906/2770/9564/7414/7430/10451/1500/5747/1432/81 ITGB2/CYBB/CXCR4/NCF2/MSN/CYBA/NCF1/PECAM1/RAC2/ITGAL/ACTB/RASSF5/ITGAM/ITGA4/VASP/CLDN4/ITGB1/CLDN7/VAV1/PTK2B/ICAM1/NCF4/PIK3R5/PRKCB/GNAI2/RHOA/JAM3/RAP1A/GNAI1/BCAR1/VCL/EZR/VAV3/CTNND1/PTK2/MAPK14/ACTN4 37 hsa05330 Allograft rejection 17/936 37/5868 1.61113891534781e-05 0.000209448058995215 3106/3105/3113/3115/3122/3123/3108/3107/3134/3119/3109/3117/942/3118/3133/3127/7124 HLA-B/HLA-A/HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/HLA-DMA/HLA-C/HLA-F/HLA-DQB1/HLA-DMB/HLA-DQA1/CD86/HLA-DQA2/HLA-E/HLA-DRB5/TNF 17 hsa05332 Graft-versus-host disease 18/936 41/5868 1.97411598875228e-05 0.000241003715927117 3106/3105/3113/3115/3122/3123/3108/3107/3134/3119/3109/3117/942/3118/3133/3127/7124/3553 HLA-B/HLA-A/HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/HLA-DMA/HLA-C/HLA-F/HLA-DQB1/HLA-DMB/HLA-DQA1/CD86/HLA-DQA2/HLA-E/HLA-DRB5/TNF/IL1B 18 hsa05130 Pathogenic Escherichia coli infection 22/936 56/5868 2.08560908013851e-05 0.000241003715927117 929/7454/23643/7846/60/10376/203068/999/7099/10094/3875/81873/3688/10383/84790/387/10093/10552/4691/3059/9181/7430 CD14/WAS/LY96/TUBA1A/ACTB/TUBA1B/TUBB/CDH1/TLR4/ARPC3/KRT18/ARPC5L/ITGB1/TUBB4B/TUBA1C/RHOA/ARPC4/ARPC1A/NCL/HCLS1/ARHGEF2/EZR 22 hsa05145 Toxoplasmosis 40/936 132/5868 2.20486153235528e-05 0.000241374315121 3113/3115/3122/3123/3108/3119/3109/3117/7040/23643/3118/3587/7097/3717/3655/3127/240/7124/7099/6772/3912/3716/3460/4792/4261/3911/3688/3915/23533/3312/330/2771/3310/6774/4615/2770/3303/572/3459/1432 HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/HLA-DMA/HLA-DQB1/HLA-DMB/HLA-DQA1/TGFB1/LY96/HLA-DQA2/IL10RA/TLR2/JAK2/ITGA6/HLA-DRB5/ALOX5/TNF/TLR4/STAT1/LAMB1/JAK1/IFNGR2/NFKBIA/CIITA/LAMA5/ITGB1/LAMC1/PIK3R5/HSPA8/BIRC3/GNAI2/HSPA6/STAT3/MYD88/GNAI1/HSPA1A/BAD/IFNGR1/MAPK14 40 hsa03040 Spliceosome 38/936 127/5868 4.80954496419463e-05 0.000500192676276241 6637/6632/6628/6636/6427/6635/220988/3178/3312/57819/3310/25804/27258/6634/23658/6627/55110/56259/51690/4116/10772/4809/84991/6432/3303/27316/10713/6434/23350/6625/10946/10594/6633/27339/9410/51729/51691/6429 SNRPG/SNRPD1/SNRPB/SNRPF/SRSF2/SNRPE/HNRNPA3/HNRNPA1/HSPA8/LSM2/HSPA6/LSM4/LSM3/SNRPD3/LSM5/SNRPA1/MAGOHB/CTNNBL1/LSM7/MAGOH/SRSF10/SNU13/RBM17/SRSF7/HSPA1A/RBMX/USP39/TRA2B/U2SURP/SNRNP70/SF3A3/PRPF8/SNRPD2/PRPF19/SNRNP40/WBP11/LSM8/SRSF4 38 hsa05016 Huntington's disease 49/936 183/5868 0.000101972751142943 0.00101001582084439 2876/6648/5441/7052/6647/1337/292/5330/9586/7019/4705/27089/4715/4710/4713/5437/54539/4700/3066/291/5435/4706/5438/1211/7416/1347/4723/4728/5440/4729/1345/1537/29796/7419/7385/4726/9377/548644/7386/1173/4718/51079/293/4716/161/6389/23186/5468/4702 GPX1/SOD2/POLR2L/TGM2/SOD1/COX6A1/SLC25A5/PLCB2/CREB5/TFAM/NDUFA10/UQCRQ/NDUFB9/NDUFB4/NDUFB7/POLR2H/NDUFB11/NDUFA6/HDAC2/SLC25A4/POLR2F/NDUFAB1/POLR2I/CLTA/VDAC1/COX7A2/NDUFV1/NDUFS8/POLR2K/NDUFV2/COX6C/CYC1/UQCR10/VDAC3/UQCRC2/NDUFS6/COX5A/POLR2J3/UQCRFS1/AP2M1/NDUFC2/NDUFA13/SLC25A6/NDUFB10/AP2A2/SDHA/RCOR1/PPARG/NDUFA8 49 hsa03420 Nucleotide excision repair 17/936 44/5868 0.000229126513547646 0.00216628703717774 5111/6119/5983/5984/5982/3978/6118/1642/5981/10714/54107/6117/57804/2067/5887/5425/5427 PCNA/RPA3/RFC3/RFC4/RFC2/LIG1/RPA2/DDB1/RFC1/POLD3/POLE3/RPA1/POLD4/ERCC1/RAD23B/POLD2/POLE2 17 hsa05100 Bacterial invasion of epithelial cells 23/936 70/5868 0.000335800261785899 0.00303680236745509 7454/2335/60/3678/999/10094/4233/81873/3688/23533/387/1211/10093/10552/10163/391/3059/9564/7414/79658/23607/2549/5747 WAS/FN1/ACTB/ITGA5/CDH1/ARPC3/MET/ARPC5L/ITGB1/PIK3R5/RHOA/CLTA/ARPC4/ARPC1A/WASF2/RHOG/HCLS1/BCAR1/VCL/ARHGAP10/CD2AP/GAB1/PTK2 23 hsa00240 Pyrimidine metabolism 29/936 99/5868 0.000546863468735817 0.00473948339571041 1890/1854/7378/7298/5441/6240/1806/978/1841/953/6241/7083/7372/5437/51728/10714/4860/5435/5438/5557/54107/4833/5440/5422/57804/5425/4830/548644/5427 TYMP/DUT/UPP1/TYMS/POLR2L/RRM1/DPYD/CDA/DTYMK/ENTPD1/RRM2/TK1/UMPS/POLR2H/POLR3K/POLD3/PNP/POLR2F/POLR2I/PRIM1/POLE3/NME4/POLR2K/POLA1/POLD4/POLD2/NME1/POLR2J3/POLE2 29 hsa03440 Homologous recombination 12/936 28/5868 0.000639042737660059 0.00531683557733169 6119/5888/6118/5889/641/10714/675/10111/6117/57804/5425/7516 RPA3/RAD51/RPA2/RAD51C/BLM/POLD3/BRCA2/RAD50/RPA1/POLD4/POLD2/XRCC2 12 hsa04640 Hematopoietic cell lineage 26/936 88/5868 0.000903737178156011 0.00722989742524809 3122/3123/929/951/960/2209/1436/928/3684/3678/3655/920/3127/7124/3553/948/3676/100133941/4311/912/3570/966/945/290/1438/7037 HLA-DRA/HLA-DRB1/CD14/CD37/CD44/FCGR1A/CSF1R/CD9/ITGAM/ITGA5/ITGA6/CD4/HLA-DRB5/TNF/IL1B/CD36/ITGA4/CD24/MME/CD1D/IL6R/CD59/CD33/ANPEP/CSF2RA/TFRC 26 hsa03410 Base excision repair 13/936 33/5868 0.00100250848147617 0.00772302830174233 3146/5111/142/2237/7374/3978/10714/54107/10038/328/57804/5425/5427 HMGB1/PCNA/PARP1/FEN1/UNG/LIG1/POLD3/POLE3/PARP2/APEX1/POLD4/POLD2/POLE2 13 hsa04666 Fc gamma R-mediated phagocytosis 27/936 94/5868 0.00116658653265863 0.00866607138546409 5788/2214/4082/2212/653361/2209/4067/7454/3055/5880/10094/7408/1794/6850/81873/7409/23533/5579/8877/8613/85477/10093/10552/10163/3635/10451/1072 PTPRC/FCGR3A/MARCKS/FCGR2A/NCF1/FCGR1A/LYN/WAS/HCK/RAC2/ARPC3/VASP/DOCK2/SYK/ARPC5L/VAV1/PIK3R5/PRKCB/SPHK1/PLPP3/SCIN/ARPC4/ARPC1A/WASF2/INPP5D/VAV3/CFL1 27 hsa04810 Regulation of actin cytoskeleton 51/936 213/5868 0.00133184885385402 0.00924918701279016 7114/3689/929/4478/3071/7454/2335/5880/3683/60/1956/3684/3678/3655/4628/3676/10094/3687/1445/81873/81624/3688/3691/7409/10788/6237/23533/3265/5962/387/55970/3693/3685/89846/85477/10093/10552/10163/5216/6548/9564/7414/7430/10451/56924/5747/1072/5154/3696/81/5881 TMSB4X/ITGB2/CD14/MSN/NCKAP1L/WAS/FN1/RAC2/ITGAL/ACTB/EGFR/ITGAM/ITGA5/ITGA6/MYH10/ITGA4/ARPC3/ITGAX/CSK/ARPC5L/DIAPH3/ITGB1/ITGB4/VAV1/IQGAP2/RRAS/PIK3R5/HRAS/RDX/RHOA/GNG12/ITGB5/ITGAV/FGD3/SCIN/ARPC4/ARPC1A/WASF2/PFN1/SLC9A1/BCAR1/VCL/EZR/VAV3/PAK6/PTK2/CFL1/PDGFA/ITGB8/ACTN4/RAC3 51 hsa05310 Asthma 12/936 30/5868 0.00133401735761397 0.00924918701279016 2207/3113/3115/3122/3123/3108/3119/3109/3117/3118/3127/7124 FCER1G/HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/HLA-DMA/HLA-DQB1/HLA-DMB/HLA-DQA1/HLA-DQA2/HLA-DRB5/TNF 12 hsa05012 Parkinson's disease 34/936 130/5868 0.00176747721777888 0.0118592019773551 9246/120892/1337/292/7314/4705/27089/4715/4710/4713/54539/4700/291/4706/7416/1347/4723/4728/4729/1345/11315/1537/29796/7419/7385/4726/9377/7386/4718/51079/293/4716/6389/4702 UBE2L6/LRRK2/COX6A1/SLC25A5/UBB/NDUFA10/UQCRQ/NDUFB9/NDUFB4/NDUFB7/NDUFB11/NDUFA6/SLC25A4/NDUFAB1/VDAC1/COX7A2/NDUFV1/NDUFS8/NDUFV2/COX6C/PARK7/CYC1/UQCR10/VDAC3/UQCRC2/NDUFS6/COX5A/UQCRFS1/NDUFC2/NDUFA13/SLC25A6/NDUFB10/SDHA/NDUFA8 34 hsa04662 B cell receptor signaling pathway 22/936 75/5868 0.00241891193045093 0.0157229275479311 4067/118788/11025/5880/2353/695/4792/6850/5777/7409/23533/5579/3265/27071/11261/2885/4794/3725/3635/10451/10725/5881 LYN/PIK3AP1/LILRB3/RAC2/FOS/BTK/NFKBIA/SYK/PTPN6/VAV1/PIK3R5/PRKCB/HRAS/DAPP1/CHP1/GRB2/NFKBIE/JUN/INPP5D/VAV3/NFAT5/RAC3 22 hsa05200 Pathways in cancer 71/936 326/5868 0.00270445606233205 0.0170462685140929 1436/6688/7040/2335/5880/2353/1956/83593/7422/3655/999/7184/2950/6772/6513/861/3912/4233/3716/4792/3320/3326/5914/1163/3911/3688/1284/3915/5888/595/898/6776/23533/5579/332/4436/3576/330/2034/3265/2956/387/7170/9134/6774/3066/1019/3685/2271/5899/2885/1282/675/7175/1021/1029/1438/3725/572/1026/3480/1017/2737/6502/6789/5747/5154/1869/10342/5468/5881 CSF1R/SPI1/TGFB1/FN1/RAC2/FOS/EGFR/RASSF5/VEGFA/ITGA6/CDH1/HSP90B1/GSTP1/STAT1/SLC2A1/RUNX1/LAMB1/MET/JAK1/NFKBIA/HSP90AA1/HSP90AB1/RARA/CKS1B/LAMA5/ITGB1/COL4A2/LAMC1/RAD51/CCND1/CCNE1/STAT5A/PIK3R5/PRKCB/BIRC5/MSH2/CXCL8/BIRC3/EPAS1/HRAS/MSH6/RHOA/TPM3/CCNE2/STAT3/HDAC2/CDK4/ITGAV/FH/RALB/GRB2/COL4A1/BRCA2/TPR/CDK6/CDKN2A/CSF2RA/JUN/BAD/CDKN1A/IGF1R/CDK2/GLI3/SKP2/STK4/PTK2/PDGFA/E2F1/TFG/PPARG/RAC3 71 hsa04621 NOD-like receptor signaling pathway 18/936 58/5868 0.00297721071630374 0.0182135243820934 29108/7184/834/7124/7128/3553/4792/3320/3326/114548/9051/4671/3576/330/22861/7205/3606/1432 PYCARD/HSP90B1/CASP1/TNF/TNFAIP3/IL1B/NFKBIA/HSP90AA1/HSP90AB1/NLRP3/PSTPIP1/NAIP/CXCL8/BIRC3/NLRP1/TRIP6/IL18/MAPK14 18 hsa00190 Oxidative phosphorylation 33/936 132/5868 0.00445450088622585 0.0264724624095708 1337/9296/4705/27089/4715/245973/4710/4713/54539/4700/4706/1347/4723/4728/4729/1345/525/1537/29796/7385/5464/10312/4726/526/9377/7386/4718/51079/8992/4716/6389/10063/4702 COX6A1/ATP6V1F/NDUFA10/UQCRQ/NDUFB9/ATP6V1C2/NDUFB4/NDUFB7/NDUFB11/NDUFA6/NDUFAB1/COX7A2/NDUFV1/NDUFS8/NDUFV2/COX6C/ATP6V1B1/CYC1/UQCR10/UQCRC2/PPA1/TCIRG1/NDUFS6/ATP6V1B2/COX5A/UQCRFS1/NDUFC2/NDUFA13/ATP6V0E1/NDUFB10/SDHA/COX17/NDUFA8 33 hsa04062 Chemokine signaling pathway 44/936 189/5868 0.00486229434149897 0.0280932561953274 414062/7852/6348/9560/653361/6351/4067/7454/3055/5880/2268/3717/1230/58191/6772/729230/409/3627/1794/4792/57580/1445/5330/7409/2185/23533/5579/1524/3576/2771/3265/10235/6773/387/55970/6774/56288/2885/5906/2770/9564/10451/59345/5747 CCL3L3/CXCR4/CCL3/CCL4L2/NCF1/CCL4/LYN/WAS/HCK/RAC2/FGR/JAK2/CCR1/CXCL16/STAT1/CCR2/ARRB2/CXCL10/DOCK2/NFKBIA/PREX1/CSK/PLCB2/VAV1/PTK2B/PIK3R5/PRKCB/CX3CR1/CXCL8/GNAI2/HRAS/RASGRP2/STAT2/RHOA/GNG12/STAT3/PARD3/GRB2/RAP1A/GNAI1/BCAR1/VAV3/GNB4/PTK2 44 hsa04510 Focal adhesion 46/936 200/5868 0.00514312384153305 0.0289126961902398 2316/2335/5880/60/1956/6696/7422/3678/3655/3676/7408/64098/3912/4233/3911/3688/3691/7409/1284/3915/595/23533/5579/2321/330/3265/896/387/3693/7791/3685/2885/1282/5906/3725/9564/7414/10451/572/3480/56924/5747/5154/3696/81/5881 FLNA/FN1/RAC2/ACTB/EGFR/SPP1/VEGFA/ITGA5/ITGA6/ITGA4/VASP/PARVG/LAMB1/MET/LAMA5/ITGB1/ITGB4/VAV1/COL4A2/LAMC1/CCND1/PIK3R5/PRKCB/FLT1/BIRC3/HRAS/CCND3/RHOA/ITGB5/ZYX/ITGAV/GRB2/COL4A1/RAP1A/JUN/BCAR1/VCL/VAV3/BAD/IGF1R/PAK6/PTK2/PDGFA/ITGB8/ACTN4/RAC3 46 hsa05131 Shigellosis 18/936 61/5868 0.00541967557198728 0.0291450142226243 960/7454/60/3678/10094/4792/1445/81873/3688/3576/10093/10552/10163/5216/391/3059/7414/1432 CD44/WAS/ACTB/ITGA5/ARPC3/NFKBIA/CSK/ARPC5L/ITGB1/CXCL8/ARPC4/ARPC1A/WASF2/PFN1/RHOG/HCLS1/VCL/MAPK14 18 hsa05320 Autoimmune thyroid disease 16/936 52/5868 0.00546469016674205 0.0291450142226243 3106/3105/3113/3115/3122/3123/3108/3107/3134/3119/3109/3117/942/3118/3133/3127 HLA-B/HLA-A/HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/HLA-DMA/HLA-C/HLA-F/HLA-DQB1/HLA-DMB/HLA-DQA1/CD86/HLA-DQA2/HLA-E/HLA-DRB5 16 hsa04672 Intestinal immune network for IgA production 15/936 48/5868 0.00600779524341027 0.0312405352657334 3113/3115/3122/3123/3108/7852/10673/3119/3109/3117/7040/942/3118/3127/3676 HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/HLA-DMA/CXCR4/TNFSF13B/HLA-DQB1/HLA-DMB/HLA-DQA1/TGFB1/CD86/HLA-DQA2/HLA-DRB5/ITGA4 15 hsa00270 Cysteine and methionine metabolism 12/936 36/5868 0.00768388792573292 0.0389816753305475 3945/10993/1786/259307/55256/1036/6611/3939/4507/6723/4548/58478 LDHB/SDS/DNMT1/IL4I1/ADI1/CDO1/SMS/LDHA/MTAP/SRM/MTR/ENOPH1 12 hsa04620 Toll-like receptor signaling pathway 26/936 102/5868 0.00836363390097711 0.0414199012238866 929/6348/6351/942/23643/7097/2353/6696/7096/7124/7099/3553/6772/3665/3627/10333/51284/4792/23533/3663/51311/3576/1326/4615/3725/1432 CD14/CCL3/CCL4/CD86/LY96/TLR2/FOS/SPP1/TLR1/TNF/TLR4/IL1B/STAT1/IRF7/CXCL10/TLR6/TLR7/NFKBIA/PIK3R5/IRF5/TLR8/CXCL8/MAP3K8/MYD88/JUN/MAPK14 26 hsa04520 Adherens junction 20/936 73/5868 0.00860731933442552 0.04163540515257 7454/5880/60/1956/999/4233/5777/4008/387/56288/7082/5792/10163/7414/3480/7525/3643/1500/81/5881 WAS/RAC2/ACTB/EGFR/CDH1/MET/PTPN6/LMO7/RHOA/PARD3/TJP1/PTPRF/WASF2/VCL/IGF1R/YES1/INSR/CTNND1/ACTN4/RAC3 20 hsa05142 Chagas disease (American trypanosomiasis) 26/936 104/5868 0.01085490049117 0.0508820186315813 414062/6348/7040/7097/2353/7124/7099/3553/2778/718/10333/3460/4792/5330/811/712/2769/23533/3576/2771/4615/2767/2770/3725/3459/1432 CCL3L3/CCL3/TGFB1/TLR2/FOS/TNF/TLR4/IL1B/GNAS/C3/TLR6/IFNGR2/NFKBIA/PLCB2/CALR/C1QA/GNA15/PIK3R5/CXCL8/GNAI2/MYD88/GNA11/GNAI1/JUN/IFNGR1/MAPK14 26 hsa05144 Malaria 15/936 51/5868 0.011008129030871 0.0508820186315813 3689/5175/7040/7097/3683/7124/7099/3553/948/2995/4233/3383/3576/4615/3606 ITGB2/PECAM1/TGFB1/TLR2/ITGAL/TNF/TLR4/IL1B/CD36/GYPC/MET/ICAM1/CXCL8/MYD88/IL18 15 hsa05222 Small cell lung cancer 22/936 85/5868 0.0121674950850895 0.0550182386456219 2335/3655/3912/4792/1163/3911/3688/1284/3915/595/898/23533/330/9134/1019/3685/1282/1021/1017/6502/5747/1869 FN1/ITGA6/LAMB1/NFKBIA/CKS1B/LAMA5/ITGB1/COL4A2/LAMC1/CCND1/CCNE1/PIK3R5/BIRC3/CCNE2/CDK4/ITGAV/COL4A1/CDK6/CDK2/SKP2/PTK2/E2F1 22 hsa04650 Natural killer cell mediated cytotoxicity 32/936 136/5868 0.0128246891992175 0.0567560713497287 3106/7305/2207/3105/2214/3689/3107/8743/10870/962/3133/5880/3683/7124/3937/6452/3460/6850/5777/3384/7409/2185/3383/23533/5579/3265/11261/2885/10451/3459/10725/5881 HLA-B/TYROBP/FCER1G/HLA-A/FCGR3A/ITGB2/HLA-C/TNFSF10/HCST/CD48/HLA-E/RAC2/ITGAL/TNF/LCP2/SH3BP2/IFNGR2/SYK/PTPN6/ICAM2/VAV1/PTK2B/ICAM1/PIK3R5/PRKCB/HRAS/CHP1/GRB2/VAV3/IFNGR1/NFAT5/RAC3 32 hsa04115 p53 signaling pathway 18/936 68/5868 0.0176115156710254 0.0763165679077766 64065/983/4616/595/6241/898/1111/5366/896/9134/1019/51512/1021/1029/6477/9538/1026/1017 PERP/CDK1/GADD45B/CCND1/RRM2/CCNE1/CHEK1/PMAIP1/CCND3/CCNE2/CDK4/GTSE1/CDK6/CDKN2A/SIAH1/EI24/CDKN1A/CDK2 18 hsa00480 Glutathione metabolism 14/936 50/5868 0.0212946493424181 0.0903936135351624 2876/79017/4259/2950/6240/51056/6241/3418/6611/290/2730/4257/6723/3417 GPX1/GGCT/MGST3/GSTP1/RRM1/LAP3/RRM2/IDH2/SMS/ANPEP/GCLM/MGST1/SRM/IDH1 14 hsa05212 Pancreatic cancer 18/936 70/5868 0.0234996370170246 0.0977584899908225 7040/5880/1956/7422/6772/3716/5888/595/23533/6774/1019/5899/675/1021/1029/572/1869/5881 TGFB1/RAC2/EGFR/VEGFA/STAT1/JAK1/RAD51/CCND1/PIK3R5/STAT3/CDK4/RALB/BRCA2/CDK6/CDKN2A/BAD/E2F1/RAC3 18 hsa05146 Amoebiasis 25/936 106/5868 0.0251187572222164 0.10244512749453 3689/929/7040/7097/2335/3684/7124/7099/3553/2778/3912/3911/912/5330/1284/3915/2769/23533/5579/3576/1282/2767/7414/5747/81 ITGB2/CD14/TGFB1/TLR2/FN1/ITGAM/TNF/TLR4/IL1B/GNAS/LAMB1/LAMA5/CD1D/PLCB2/COL4A2/LAMC1/GNA15/PIK3R5/PRKCB/CXCL8/COL4A1/GNA11/VCL/PTK2/ACTN4 25 hsa05219 Bladder cancer 12/936 42/5868 0.0272731256901892 0.109092502760757 1890/1956/7422/999/595/3576/3265/1019/1029/1026/9252/1869 TYMP/EGFR/VEGFA/CDH1/CCND1/CXCL8/HRAS/CDK4/CDKN2A/CDKN1A/RPS6KA5/E2F1 12 hsa05010 Alzheimer's disease 36/936 167/5868 0.0322130229282692 0.126420920171321 7124/3553/351/4311/1337/5330/8883/4705/27089/4715/11261/805/4710/4713/54539/4700/4706/1347/4723/4728/4729/1345/1537/29796/7385/572/4726/9377/7386/4718/823/51079/4716/6389/2597/4702 TNF/IL1B/APP/MME/COX6A1/PLCB2/NAE1/NDUFA10/UQCRQ/NDUFB9/CHP1/CALM2/NDUFB4/NDUFB7/NDUFB11/NDUFA6/NDUFAB1/COX7A2/NDUFV1/NDUFS8/NDUFV2/COX6C/CYC1/UQCR10/UQCRC2/BAD/NDUFS6/COX5A/UQCRFS1/NDUFC2/CAPN1/NDUFA13/NDUFB10/SDHA/GAPDH/NDUFA8 36 hsa05120 Epithelial cell signaling in Helicobacter pylori infection 17/936 68/5868 0.0351663068595468 0.135455404199736 4067/1956/4233/4792/1445/9296/1839/3576/245973/83700/7082/3725/525/10312/526/8992/1432 LYN/EGFR/MET/NFKBIA/CSK/ATP6V1F/HBEGF/CXCL8/ATP6V1C2/JAM3/TJP1/JUN/ATP6V1B1/TCIRG1/ATP6V1B2/ATP6V0E1/MAPK14 17 hsa05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 18/936 74/5868 0.039604117145843 0.149775570297006 6546/60/3678/3655/1832/3676/1605/3688/3691/1829/2697/1824/3693/3685/1756/4000/3696/81 SLC8A1/ACTB/ITGA5/ITGA6/DSP/ITGA4/DAG1/ITGB1/ITGB4/DSG2/GJA1/DSC2/ITGB5/ITGAV/DMD/LMNA/ITGB8/ACTN4 18 hsa04141 Protein processing in endoplasmic reticulum 35/936 165/5868 0.0424666704561292 0.157375865439397 7184/3998/5034/6238/10130/6185/3320/1650/3326/7991/2923/811/9601/3309/10961/3312/3310/26270/7321/9532/258010/23193/10970/11231/440275/5887/3303/27102/23645/64215/64374/7415/823/10277/22872 HSP90B1/LMAN1/P4HB/RRBP1/PDIA6/RPN2/HSP90AA1/DDOST/HSP90AB1/TUSC3/PDIA3/CALR/PDIA4/HSPA5/ERP29/HSPA8/HSPA6/FBXO6/UBE2D1/BAG2/SVIP/GANAB/CKAP4/SEC63/EIF2AK4/RAD23B/HSPA1A/EIF2AK1/PPP1R15A/DNAJC1/SIL1/VCP/CAPN1/UBE4B/SEC31A 35 hsa03450 Non-homologous end-joining 5/936 13/5868 0.0431270400482963 0.157375865439397 5591/2237/7520/10111/2547 PRKDC/FEN1/XRCC5/RAD50/XRCC6 5 hsa00620 Pyruvate metabolism 11/936 40/5868 0.0439150847729714 0.157488579875484 217/3945/84532/501/231/3939/9380/39/5160/4190/2739 ALDH2/LDHB/ACSS1/ALDH7A1/AKR1B1/LDHA/GRHPR/ACAT2/PDHA1/MDH1/GLO1 11 hsa05214 Glioma 16/936 65/5868 0.0457730736630452 0.161369480032431 1956/595/23533/5579/817/3265/805/1019/2885/1021/1029/818/1026/3480/5154/1869 EGFR/CCND1/PIK3R5/PRKCB/CAMK2D/HRAS/CALM2/CDK4/GRB2/CDK6/CDKN2A/CAMK2G/CDKN1A/IGF1R/PDGFA/E2F1 16 hsa04142 Lysosome 26/936 121/5868 0.063885141839276 0.22146849170949 7805/1520/968/6556/8905/10577/1508/5660/1514/1512/1509/1522/1515/5538/1200/2517/967/3423/3988/130340/1211/54/1174/10312/2548/3074 LAPTM5/CTSS/CD68/SLC11A1/AP1S2/NPC2/CTSB/PSAP/CTSL/CTSH/CTSD/CTSZ/CTSV/PPT1/TPP1/FUCA1/CD63/IDS/LIPA/AP1S3/CLTA/ACP5/AP1S1/TCIRG1/GAA/HEXB 26 hsa04540 Gap junction 20/936 90/5868 0.07206265959999 0.245721855685212 7846/1956/10376/203068/2778/983/10383/5330/84790/5579/2697/2771/3265/153/10746/2885/7082/2767/2770/5154 TUBA1A/EGFR/TUBA1B/TUBB/GNAS/CDK1/TUBB4B/PLCB2/TUBA1C/PRKCB/GJA1/GNAI2/HRAS/ADRB1/MAP3K2/GRB2/TJP1/GNA11/GNAI1/PDGFA 20 hsa04512 ECM-receptor interaction 19/936 85/5868 0.0744488167040258 0.249763772168344 960/2335/6696/3678/3655/948/3676/3912/1605/3911/3688/3691/1284/3915/3693/3161/3685/1282/3696 CD44/FN1/SPP1/ITGA5/ITGA6/CD36/ITGA4/LAMB1/DAG1/LAMA5/ITGB1/ITGB4/COL4A2/LAMC1/ITGB5/HMMR/ITGAV/COL4A1/ITGB8 19 hsa05110 Vibrio cholerae infection 13/936 54/5868 0.0783970597548907 0.254790444203395 60/2778/9296/3784/9601/5579/245973/7082/525/10312/526/8992/11014 ACTB/GNAS/ATP6V1F/KCNQ1/PDIA4/PRKCB/ATP6V1C2/TJP1/ATP6V1B1/TCIRG1/ATP6V1B2/ATP6V0E1/KDELR2 13 hsa05223 Non-small cell lung cancer 13/936 54/5868 0.0783970597548907 0.254790444203395 1956/83593/595/23533/5579/3265/1019/2885/1021/1029/572/6789/1869 EGFR/RASSF5/CCND1/PIK3R5/PRKCB/HRAS/CDK4/GRB2/CDK6/CDKN2A/BAD/STK4/E2F1 13 hsa00790 Folate biosynthesis 4/936 11/5868 0.0835933181656876 0.2674986181302 8836/1719/2643/5860 GGH/DHFR/GCH1/QDPR 4 hsa05215 Prostate cancer 19/936 89/5868 0.107312215573266 0.338196073321807 1956/7184/2950/4792/3320/3326/9586/595/898/23533/3265/9134/2885/572/1026/3480/1017/5154/1869 EGFR/HSP90B1/GSTP1/NFKBIA/HSP90AA1/HSP90AB1/CREB5/CCND1/CCNE1/PIK3R5/HRAS/CCNE2/GRB2/BAD/CDKN1A/IGF1R/CDK2/PDGFA/E2F1 19 hsa00410 beta-Alanine metabolism 6/936 22/5868 0.125184061752698 0.383315753571758 217/1806/1892/501/6611/6723 ALDH2/DPYD/ECHS1/ALDH7A1/SMS/SRM 6 hsa00640 Propanoate metabolism 8/936 32/5868 0.125314765590767 0.383315753571758 217/3945/84532/1892/501/3939/39/8802 ALDH2/LDHB/ACSS1/ECHS1/ALDH7A1/LDHA/ACAT2/SUCLG1 8 hsa04660 T cell receptor signaling pathway 22/936 108/5868 0.129792695362974 0.391259139644908 5788/2353/920/7124/3937/4792/5777/7409/23533/3265/11261/387/1326/1019/2885/4794/3725/10451/1739/56924/1432/10725 PTPRC/FOS/CD4/TNF/LCP2/NFKBIA/PTPN6/VAV1/PIK3R5/HRAS/CHP1/RHOA/MAP3K8/CDK4/GRB2/NFKBIE/JUN/VAV3/DLG1/PAK6/MAPK14/NFAT5 22 hsa00071 Fatty acid degradation 10/936 43/5868 0.135958139919352 0.403989901474646 217/1632/1892/501/128/37/3033/2182/39/10455 ALDH2/ECI1/ECHS1/ALDH7A1/ADH5/ACADVL/HADH/ACSL4/ACAT2/ECI2 10 hsa00330 Arginine and proline metabolism 12/936 54/5868 0.141285249570033 0.41390608324742 217/51056/6303/2752/501/6611/4942/445/6723/29920/112483/1159 ALDH2/LAP3/SAT1/GLUL/ALDH7A1/SMS/OAT/ASS1/SRM/PYCR2/SAT2/CKMT1B 12 hsa05410 Hypertrophic cardiomyopathy (HCM) 17/936 83/5868 0.16181179375768 0.467456293077741 7040/6546/60/3678/3655/7124/3676/1605/3688/3691/7170/3693/3685/1756/4000/3696/51422 TGFB1/SLC8A1/ACTB/ITGA5/ITGA6/TNF/ITGA4/DAG1/ITGB1/ITGB4/TPM3/ITGB5/ITGAV/DMD/LMNA/ITGB8/PRKAG2 17 hsa03020 RNA polymerase 7/936 29/5868 0.168053894626123 0.472367703813968 5441/5437/51728/5435/5438/5440/548644 POLR2L/POLR2H/POLR3K/POLR2F/POLR2I/POLR2K/POLR2J3 7 hsa05216 Thyroid cancer 7/936 29/5868 0.168053894626123 0.472367703813968 999/595/3265/7170/7175/10342/5468 CDH1/CCND1/HRAS/TPM3/TPR/TFG/PPARG 7 hsa04623 Cytosolic DNA-sensing pathway 12/936 56/5868 0.17156459385351 0.475805806953734 9560/6351/29108/834/3553/3665/3627/4792/9447/51728/23586/3606 CCL4L2/CCL4/PYCARD/CASP1/IL1B/IRF7/CXCL10/NFKBIA/AIM2/POLR3K/DDX58/IL18 12 hsa00100 Steroid biosynthesis 5/936 19/5868 0.174238640979151 0.476863648995571 1718/6713/2222/3988/10682 DHCR24/SQLE/FDFT1/LIPA/EBP 5 hsa05220 Chronic myeloid leukemia 15/936 73/5868 0.177381517321394 0.477819121670497 7040/861/4792/595/6776/23533/3265/3066/1019/2885/1021/1029/572/1026/1869 TGFB1/RUNX1/NFKBIA/CCND1/STAT5A/PIK3R5/HRAS/HDAC2/CDK4/GRB2/CDK6/CDKN2A/BAD/CDKN1A/E2F1 15 hsa05414 Dilated cardiomyopathy 18/936 90/5868 0.179182170626436 0.477819121670497 7040/6546/60/3678/3655/7124/3676/2778/1605/3688/3691/153/7170/3693/3685/1756/4000/3696 TGFB1/SLC8A1/ACTB/ITGA5/ITGA6/TNF/ITGA4/GNAS/DAG1/ITGB1/ITGB4/ADRB1/TPM3/ITGB5/ITGAV/DMD/LMNA/ITGB8 18 hsa04664 Fc epsilon RI signaling pathway 16/936 79/5868 0.182877871846209 0.477934369964774 2207/4067/5880/7124/3937/695/6850/7409/23533/5579/3265/2885/3635/10451/1432/5881 FCER1G/LYN/RAC2/TNF/LCP2/BTK/SYK/VAV1/PIK3R5/PRKCB/HRAS/GRB2/INPP5D/VAV3/MAPK14/RAC3 16 hsa05340 Primary immunodeficiency 8/936 35/5868 0.183820911524913 0.477934369964774 5788/920/6891/6890/695/3561/4261/7374 PTPRC/CD4/TAP2/TAP1/BTK/IL2RG/CIITA/UNG 8 hsa00020 Citrate cycle (TCA cycle) 7/936 30/5868 0.190996371413669 0.49045981795115 3418/2271/5160/4190/3417/8802/6389 IDH2/FH/PDHA1/MDH1/IDH1/SUCLG1/SDHA 7 hsa05160 Hepatitis C 25/936 134/5868 0.224344530563482 0.569069053136638 4939/1956/3434/7124/6772/3665/9021/3716/4792/1364/1366/3659/4938/23533/3576/3265/6773/6774/2885/440275/27102/572/1026/23586/1432 OAS2/EGFR/IFIT1/TNF/STAT1/IRF7/SOCS3/JAK1/NFKBIA/CLDN4/CLDN7/IRF1/OAS1/PIK3R5/CXCL8/HRAS/STAT2/STAT3/GRB2/EIF2AK4/EIF2AK1/BAD/CDKN1A/DDX58/MAPK14 25 hsa05218 Melanoma 14/936 71/5868 0.233521711246447 0.585211035412782 1956/999/4233/595/23533/3265/1019/1021/1029/572/1026/3480/5154/1869 EGFR/CDH1/MET/CCND1/PIK3R5/HRAS/CDK4/CDK6/CDKN2A/BAD/CDKN1A/IGF1R/PDGFA/E2F1 14 hsa04966 Collecting duct acid secretion 6/936 27/5868 0.253178617706682 0.626918481940354 9296/245973/525/10312/526/8992 ATP6V1F/ATP6V1C2/ATP6V1B1/TCIRG1/ATP6V1B2/ATP6V0E1 6 hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 5/936 22/5868 0.267085528933447 0.653574000213611 79586/51363/113189/29940/26229 CHPF/CHST15/CHST14/DSE/B3GAT3 5 hsa05210 Colorectal cancer 12/936 62/5868 0.278325301930275 0.673158869784852 7040/5880/2353/595/23533/332/4436/2956/387/3725/572/5881 TGFB1/RAC2/FOS/CCND1/PIK3R5/BIRC5/MSH2/MSH6/RHOA/JUN/BAD/RAC3 12 hsa05211 Renal cell carcinoma 13/936 70/5868 0.32015511456638 0.732845552888205 7040/7422/6513/4233/23533/2034/3265/2271/2885/5906/3725/56924/2549 TGFB1/VEGFA/SLC2A1/MET/PIK3R5/EPAS1/HRAS/FH/GRB2/RAP1A/JUN/PAK6/GAB1 13 hsa05020 Prion diseases 7/936 35/5868 0.320308620083184 0.732845552888205 3553/6647/4851/712/3915/3309/3303 IL1B/SOD1/NOTCH1/C1QA/LAMC1/HSPA5/HSPA1A 7 hsa05143 African trypanosomiasis 7/936 35/5868 0.320308620083184 0.732845552888205 7124/3553/5330/3383/5579/4615/3606 TNF/IL1B/PLCB2/ICAM1/PRKCB/MYD88/IL18 7 hsa00630 Glyoxylate and dicarboxylate metabolism 4/936 18/5868 0.32061992938859 0.732845552888205 283871/9380/39/4190 PGP/GRHPR/ACAT2/MDH1 4 hsa00670 One carbon pool by folate 4/936 18/5868 0.32061992938859 0.732845552888205 7298/1719/6470/4548 TYMS/DHFR/SHMT1/MTR 4 hsa00010 Glycolysis / Gluconeogenesis 12/936 65/5868 0.338177696644604 0.759474976771583 217/2203/3945/84532/3101/501/128/3099/226/3939/5160/2597 ALDH2/FBP1/LDHB/ACSS1/HK3/ALDH7A1/ADH5/HK2/ALDOA/LDHA/PDHA1/GAPDH 12 hsa03018 RNA degradation 13/936 71/5868 0.339572946344987 0.759474976771583 10950/3329/26986/7832/11340/694/57819/25804/27258/23658/51690/51691/3313 BTG3/HSPD1/PABPC1/BTG2/EXOSC8/BTG1/LSM2/LSM4/LSM3/LSM5/LSM7/LSM8/HSPA9 13 hsa00230 Purine metabolism 28/936 162/5868 0.351518772040434 0.777828772174578 5441/6240/10606/953/5141/6241/5437/51728/10714/4860/5435/8833/5438/5557/54107/4833/132/3615/11164/5440/5422/57804/272/5425/4830/548644/5471/5427 POLR2L/RRM1/PAICS/ENTPD1/PDE4A/RRM2/POLR2H/POLR3K/POLD3/PNP/POLR2F/GMPS/POLR2I/PRIM1/POLE3/NME4/ADK/IMPDH2/NUDT5/POLR2K/POLA1/POLD4/AMPD3/POLD2/NME1/POLR2J3/PPAT/POLE2 28 hsa04722 Neurotrophin signaling pathway 22/936 127/5868 0.371323879283752 0.813003862010741 397/11213/9500/4792/1445/10019/23533/817/3265/387/805/6195/2885/5906/4794/7531/3725/818/572/2549/9252/1432 ARHGDIB/IRAK3/MAGED1/NFKBIA/CSK/SH2B3/PIK3R5/CAMK2D/HRAS/RHOA/CALM2/RPS6KA1/GRB2/RAP1A/NFKBIE/YWHAE/JUN/CAMK2G/BAD/GAB1/RPS6KA5/MAPK14 22 hsa04144 Endocytosis 34/936 201/5868 0.381720539862663 0.827061169702435 3106/3105/7852/3107/3134/1436/7040/3133/1956/409/4233/3561/2321/3312/3265/3310/153/64744/387/56288/22905/2348/56904/1211/84612/3303/3480/7037/92421/84313/1173/161/8411/26119 HLA-B/HLA-A/CXCR4/HLA-C/HLA-F/CSF1R/TGFB1/HLA-E/EGFR/ARRB2/MET/IL2RG/FLT1/HSPA8/HRAS/HSPA6/ADRB1/SMAP2/RHOA/PARD3/EPN2/FOLR1/SH3GLB2/CLTA/PARD6B/HSPA1A/IGF1R/TFRC/CHMP4C/VPS25/AP2M1/AP2A2/EEA1/LDLRAP1 34 hsa04971 Gastric acid secretion 13/936 74/5868 0.398983994163717 0.847822813248898 60/2778/5330/3784/5579/817/3274/2771/805/2770/6548/818/7430 ACTB/GNAS/PLCB2/KCNQ1/PRKCB/CAMK2D/HRH2/GNAI2/CALM2/GNAI1/SLC9A1/CAMK2G/EZR 13 hsa04360 Axon guidance 22/936 129/5868 0.401506966679568 0.847822813248898 7852/5880/10154/4233/3688/64218/57556/5921/2771/3265/11261/8829/387/2050/80031/1942/2770/56924/5747/1072/10725/5881 CXCR4/RAC2/PLXNC1/MET/ITGB1/SEMA4A/SEMA6A/RASA1/GNAI2/HRAS/CHP1/NRP1/RHOA/EPHB4/SEMA6D/EFNA1/GNAI1/PAK6/PTK2/CFL1/NFAT5/RAC3 22 hsa00250 Alanine, aspartate and glutamate metabolism 6/936 32/5868 0.403531050536735 0.847822813248898 2752/259307/445/56954/2673/5471 GLUL/IL4I1/ASS1/NIT2/GFPT1/PPAT 6 hsa04012 ErbB signaling pathway 15/936 87/5868 0.414865982764364 0.862921244149878 1956/6776/23533/5579/1839/817/3265/2885/3725/818/572/1026/56924/2549/5747 EGFR/STAT5A/PIK3R5/PRKCB/HBEGF/CAMK2D/HRAS/GRB2/JUN/CAMK2G/BAD/CDKN1A/PAK6/GAB1/PTK2 15 hsa05221 Acute myeloid leukemia 10/936 57/5868 0.425438326472767 0.876150216894412 6688/861/5914/595/6776/23533/3265/6774/2885/572 SPI1/RUNX1/RARA/CCND1/STAT5A/PIK3R5/HRAS/STAT3/GRB2/BAD 10 hsa00052 Galactose metabolism 5/936 27/5868 0.435857255751225 0.878043220965051 3101/3099/231/7360/2548 HK3/HK2/AKR1B1/UGP2/GAA 5 hsa00900 Terpenoid backbone biosynthesis 3/936 15/5868 0.437184012421111 0.878043220965051 2224/39/10654 FDPS/ACAT2/PMVK 3 hsa04370 VEGF signaling pathway 13/936 76/5868 0.439021610482526 0.878043220965051 5880/7422/23533/5579/3265/11261/8877/7867/572/5747/1432/10725/5881 RAC2/VEGFA/PIK3R5/PRKCB/HRAS/CHP1/SPHK1/MAPKAPK3/BAD/PTK2/MAPK14/NFAT5/RAC3 13 hsa05014 Amyotrophic lateral sclerosis (ALS) 9/936 53/5868 0.476104416615447 0.943140177676314 7133/2876/834/7124/6647/11261/10452/572/1432 TNFRSF1B/GPX1/CASP1/TNF/SOD1/CHP1/TOMM40/BAD/MAPK14 9 hsa04330 Notch signaling pathway 8/936 47/5868 0.481379598682374 0.944593929489941 4851/3955/4242/4853/3066/9612/151636/8650 NOTCH1/LFNG/MFNG/NOTCH2/HDAC2/NCOR2/DTX3L/NUMB 8 hsa03008 Ribosome biogenesis in eukaryotes 13/936 79/5868 0.498698893419032 0.960457128066285 5901/10248/10528/55651/51602/29107/4809/6949/26354/55272/51119/2091/9790 RAN/POP7/NOP56/NHP2/NOP58/NXT1/SNU13/TCOF1/GNL3/IMP3/SBDS/FBL/BMS1 13 hsa04146 Peroxisome 13/936 79/5868 0.498698893419032 0.960457128066285 6648/11001/25824/6647/5827/3418/2182/10654/5052/3417/10455/10478/1891 SOD2/SLC27A2/PRDX5/SOD1/PXMP2/IDH2/ACSL4/PMVK/PRDX1/IDH1/ECI2/SLC25A17/ECH1 13 hsa04914 Progesterone-mediated oocyte maturation 14/936 86/5868 0.512604549178133 0.972610521984293 3320/3326/983/4085/51529/23533/2771/890/9088/6195/2770/3480/1017/1432 HSP90AA1/HSP90AB1/CDK1/MAD2L1/ANAPC11/PIK3R5/GNAI2/CCNA2/PKMYT1/RPS6KA1/GNAI1/IGF1R/CDK2/MAPK14 14 hsa00380 Tryptophan metabolism 7/936 42/5868 0.514361333741693 0.972610521984293 217/8942/259307/1892/501/3033/39 ALDH2/KYNU/IL4I1/ECHS1/ALDH7A1/HADH/ACAT2 7 hsa00051 Fructose and mannose metabolism 6/936 36/5868 0.523238386510952 0.974221849283988 2203/3101/3099/231/226/29085 FBP1/HK3/HK2/AKR1B1/ALDOA/PHPT1 6 hsa04614 Renin-angiotensin system 3/936 17/5868 0.524580995768301 0.974221849283988 4311/2028/290 MME/ENPEP/ANPEP 3 hsa04920 Adipocytokine signaling pathway 11/936 68/5868 0.531185141471771 0.977756720585207 7133/3717/7124/948/6513/9021/4792/6774/2182/4794/51422 TNFRSF1B/JAK2/TNF/CD36/SLC2A1/SOCS3/NFKBIA/STAT3/ACSL4/NFKBIE/PRKAG2 11 hsa00290 Valine, leucine and isoleucine biosynthesis 2/936 11/5868 0.543642670267613 0.980320718395445 55699/5160 IARS2/PDHA1 2 hsa04320 Dorso-ventral axis formation 4/936 24/5868 0.547298744929615 0.980320718395445 1956/4851/4853/2885 EGFR/NOTCH1/NOTCH2/GRB2 4 hsa04610 Complement and coagulation cascades 11/936 69/5868 0.552061038722545 0.980320718395445 5265/728/5329/719/1675/2153/718/4179/712/966/710 SERPINA1/C5AR1/PLAUR/C3AR1/CFD/F5/C3/CD46/C1QA/CD59/SERPING1 11 hsa04912 GnRH signaling pathway 16/936 101/5868 0.554714498680372 0.980320718395445 1956/2778/5330/2185/5579/1839/817/3265/805/10746/2885/2767/3725/818/4216/1432 EGFR/GNAS/PLCB2/PTK2B/PRKCB/HBEGF/CAMK2D/HRAS/CALM2/MAP3K2/GRB2/GNA11/JUN/CAMK2G/MAP3K4/MAPK14 16 hsa00561 Glycerolipid metabolism 8/936 50/5868 0.556143484474339 0.980320718395445 217/501/10555/231/8613/8527/11343/2710 ALDH2/ALDH7A1/AGPAT2/AKR1B1/PLPP3/DGKD/MGLL/GK 8 hsa00310 Lysine degradation 7/936 44/5868 0.566851914810822 0.990799985551689 217/1892/501/3033/39/387893/5352 ALDH2/ECHS1/ALDH7A1/HADH/ACAT2/KMT5A/PLOD2 7 hsa04260 Cardiac muscle contraction 12/936 77/5868 0.583784146136848 1 6546/1337/27089/7170/1347/6548/1345/1537/29796/7385/9377/7386 SLC8A1/COX6A1/UQCRQ/TPM3/COX7A2/SLC9A1/COX6C/CYC1/UQCR10/UQCRC2/COX5A/UQCRFS1 12 hsa05322 Systemic lupus erythematosus 21/936 136/5868 0.602047790907163 1 3113/3115/3122/3123/2214/3108/2212/2209/3119/3109/3117/942/3118/3127/7124/718/6632/6628/712/6634/81 HLA-DPA1/HLA-DPB1/HLA-DRA/HLA-DRB1/FCGR3A/HLA-DMA/FCGR2A/FCGR1A/HLA-DQB1/HLA-DMB/HLA-DQA1/CD86/HLA-DQA2/HLA-DRB5/TNF/C3/SNRPD1/SNRPB/C1QA/SNRPD3/ACTN4 21 hsa00983 Drug metabolism - other enzymes 8/936 52/5868 0.603344561852369 1 1890/7378/1806/978/7083/7372/8833/3615 TYMP/UPP1/DPYD/CDA/TK1/UMPS/GMPS/IMPDH2 8 hsa00531 Glycosaminoglycan degradation 3/936 19/5868 0.603945384559206 1 10855/3423/3074 HPSE/IDS/HEXB 3 hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 4/936 26/5868 0.614078546642718 1 2135/9957/26229/90161 EXTL2/HS3ST1/B3GAT3/HS6ST2 4 hsa04530 Tight junction 20/936 132/5868 0.637180516189959 1 60/4628/1364/1366/6237/5579/2771/3265/387/56288/1019/83700/7082/2770/3059/84612/7525/2035/154810/81 ACTB/MYH10/CLDN4/CLDN7/RRAS/PRKCB/GNAI2/HRAS/RHOA/PARD3/CDK4/JAM3/TJP1/GNAI1/HCLS1/PARD6B/YES1/EPB41/AMOTL1/ACTN4 20 hsa04010 MAPK signaling pathway 41/936 268/5868 0.643830358674788 1 929/7040/2316/4208/1843/5880/2353/1956/3925/7124/1852/3553/1844/409/4616/3164/6237/5579/5921/3312/3265/11261/3310/10235/10746/55970/6195/11072/7867/1326/2885/5906/1847/3725/3303/6789/4216/9252/5154/1432/5881 CD14/TGFB1/FLNA/MEF2C/DUSP1/RAC2/FOS/EGFR/STMN1/TNF/DUSP9/IL1B/DUSP2/ARRB2/GADD45B/NR4A1/RRAS/PRKCB/RASA1/HSPA8/HRAS/CHP1/HSPA6/RASGRP2/MAP3K2/GNG12/RPS6KA1/DUSP14/MAPKAPK3/MAP3K8/GRB2/RAP1A/DUSP5/JUN/HSPA1A/STK4/MAP3K4/RPS6KA5/PDGFA/MAPK14/RAC3 41 hsa04974 Protein digestion and absorption 12/936 81/5868 0.657461323394536 1 6546/9056/7373/4311/1803/3784/1284/10008/6510/1282/3783/6520 SLC8A1/SLC7A7/COL14A1/MME/DPP4/KCNQ1/COL4A2/KCNE3/SLC1A5/COL4A1/KCNN4/SLC3A2 12 hsa00520 Amino sugar and nucleotide sugar metabolism 7/936 48/5868 0.66302475363955 1 3101/3099/80146/7360/51706/3074/2673 HK3/HK2/UXS1/UGP2/CYB5R1/HEXB/GFPT1 7 hsa04060 Cytokine-cytokine receptor interaction 40/936 265/5868 0.677817329498947 1 414062/7852/6348/10673/9560/8743/7133/1436/6351/7040/3587/1956/7422/8764/1230/7124/58191/3553/729230/3627/4233/3561/3460/655/80301/8742/3570/2321/1524/3576/84957/3597/1439/3572/51330/23765/1438/3459/5154/3606 CCL3L3/CXCR4/CCL3/TNFSF13B/CCL4L2/TNFSF10/TNFRSF1B/CSF1R/CCL4/TGFB1/IL10RA/EGFR/VEGFA/TNFRSF14/CCR1/TNF/CXCL16/IL1B/CCR2/CXCL10/MET/IL2RG/IFNGR2/BMP7/PLEKHO2/TNFSF12/IL6R/FLT1/CX3CR1/CXCL8/RELT/IL13RA1/CSF2RB/IL6ST/TNFRSF12A/IL17RA/CSF2RA/IFNGR1/PDGFA/IL18 40 hsa04630 Jak-STAT signaling pathway 23/936 155/5868 0.682925840331407 1 3587/3717/6772/9021/3716/3561/3460/6778/5777/3570/595/6776/23533/896/6773/6774/3597/1439/3572/2885/1438/1442/3459 IL10RA/JAK2/STAT1/SOCS3/JAK1/IL2RG/IFNGR2/STAT6/PTPN6/IL6R/CCND1/STAT5A/PIK3R5/CCND3/STAT2/STAT3/IL13RA1/CSF2RB/IL6ST/GRB2/CSF2RA/CSH1/IFNGR1 23 hsa00510 N-Glycan biosynthesis 7/936 49/5868 0.68491564467726 1 6185/1650/7991/2530/23193/8818/79053 RPN2/DDOST/TUSC3/FUT8/GANAB/DPM2/ALG8 7 hsa04350 TGF-beta signaling pathway 12/936 84/5868 0.707682681525238 1 7040/7124/655/3397/4052/387/3399/3400/7027/5933/3398/4090 TGFB1/TNF/BMP7/ID1/LTBP1/RHOA/ID3/ID4/TFDP1/RBL1/ID2/SMAD5 12 hsa00604 Glycosphingolipid biosynthesis - ganglio series 2/936 15/5868 0.716520955921587 1 8869/3074 ST3GAL5/HEXB 2 hsa00280 Valine, leucine and isoleucine degradation 6/936 44/5868 0.724928099363991 1 217/259307/1892/501/3033/39 ALDH2/IL4I1/ECHS1/ALDH7A1/HADH/ACAT2 6 hsa04114 Oocyte meiosis 16/936 112/5868 0.72508478198429 1 983/9126/4085/898/51529/817/11261/805/9088/6195/26271/9134/7531/818/3480/1017 CDK1/SMC3/MAD2L1/CCNE1/ANAPC11/CAMK2D/CHP1/CALM2/PKMYT1/RPS6KA1/FBXO5/CCNE2/YWHAE/CAMK2G/IGF1R/CDK2 16 hsa00512 Mucin type O-Glycan biosynthesis 4/936 30/5868 0.727819323939047 1 63917/56913/29071/374378 GALNT11/C1GALT1/C1GALT1C1/GALNT18 4 hsa00650 Butanoate metabolism 4/936 30/5868 0.727819323939047 1 1892/3033/39/5160 ECHS1/HADH/ACAT2/PDHA1 4 hsa03060 Protein export 3/936 23/5868 0.734501195585251 1 3309/9789/11231 HSPA5/SPCS2/SEC63 3 hsa05213 Endometrial cancer 7/936 52/5868 0.744959906370574 1 1956/999/595/23533/3265/2885/572 EGFR/CDH1/CCND1/PIK3R5/HRAS/GRB2/BAD 7 hsa04210 Apoptosis 12/936 87/5868 0.753084679512595 1 8743/7124/11213/3553/4792/23533/330/11261/1439/4615/572/823 TNFSF10/TNF/IRAK3/IL1B/NFKBIA/PIK3R5/BIRC3/CHP1/CSF2RB/MYD88/BAD/CAPN1 12 hsa00760 Nicotinate and nicotinamide metabolism 3/936 24/5868 0.761244402821771 1 10135/23475/4860 NAMPT/QPRT/PNP 3 hsa04977 Vitamin digestion and absorption 3/936 24/5868 0.761244402821771 1 6948/6573/80704 TCN2/SLC19A1/SLC19A3 3 hsa00040 Pentose and glucuronate interconversions 4/936 32/5868 0.774423222113624 1 217/231/51181/7360 ALDH2/AKR1B1/DCXR/UGP2 4 hsa00260 Glycine, serine and threonine metabolism 4/936 32/5868 0.774423222113624 1 10993/501/2731/6470 SDS/ALDH7A1/GLDC/SHMT1 4 hsa04020 Calcium signaling pathway 25/936 177/5868 0.779154473177577 1 6546/1956/5724/2778/292/5330/490/2185/5027/2769/10800/5579/817/3274/11261/153/8877/805/291/7416/2767/818/7419/5257/293 SLC8A1/EGFR/PTAFR/GNAS/SLC25A5/PLCB2/ATP2B1/PTK2B/P2RX7/GNA15/CYSLTR1/PRKCB/CAMK2D/HRH2/CHP1/ADRB1/SPHK1/CALM2/SLC25A4/VDAC1/GNA11/CAMK2G/VDAC3/PHKB/SLC25A6 25 hsa00360 Phenylalanine metabolism 2/936 17/5868 0.780121937821339 1 259307/9588 IL4I1/PRDX6 2 hsa00511 Other glycan degradation 2/936 17/5868 0.780121937821339 1 2517/3074 FUCA1/HEXB 2 hsa04930 Type II diabetes mellitus 6/936 48/5868 0.800019362069086 1 7124/9021/3101/3099/23533/3643 TNF/SOCS3/HK3/HK2/PIK3R5/INSR 6 hsa04720 Long-term potentiation 9/936 70/5868 0.807106122624966 1 5330/5579/817/3265/11261/805/6195/5906/818 PLCB2/PRKCB/CAMK2D/HRAS/CHP1/CALM2/RPS6KA1/RAP1A/CAMK2G 9 hsa04730 Long-term depression 9/936 70/5868 0.807106122624966 1 4067/2778/5330/5579/2771/3265/2767/2770/3480 LYN/GNAS/PLCB2/PRKCB/GNAI2/HRAS/GNA11/GNAI1/IGF1R 9 hsa04622 RIG-I-like receptor signaling pathway 9/936 71/5868 0.820343297585377 1 9636/7124/3665/3627/4792/3576/23586/1432/8653 ISG15/TNF/IRF7/CXCL10/NFKBIA/CXCL8/DDX58/MAPK14/DDX3Y 9 hsa00430 Taurine and hypotaurine metabolism 1/936 10/5868 0.824330316889714 1 1036 CDO1 1 hsa04122 Sulfur relay system 1/936 10/5868 0.824330316889714 1 4338 MOCS2 1 hsa00030 Pentose phosphate pathway 3/936 27/5868 0.828539578566181 1 2203/226/22934 FBP1/ALDOA/RPIA 3 hsa00860 Porphyrin and chlorophyll metabolism 5/936 43/5868 0.83824098587945 1 2495/2512/3162/326625/210 FTH1/FTL/HMOX1/MMAB/ALAD 5 hsa00565 Ether lipid metabolism 4/936 36/5868 0.84854377987865 1 54947/7941/56994/8613 LPCAT2/PLA2G7/CHPT1/PLPP3 4 hsa04130 SNARE interactions in vesicular transport 4/936 36/5868 0.84854377987865 1 10791/8676/8677/10228 VAMP5/STX11/STX10/STX6 4 hsa03013 RNA transport 20/936 151/5868 0.849723280103151 1 10209/26986/5901/8021/10248/3837/65110/9086/29107/55110/4116/7175/5411/9669/1983/8669/8661/1964/53371/1981 EIF1/PABPC1/RAN/NUP214/POP7/KPNB1/UPF3A/EIF1AY/NXT1/MAGOHB/MAGOH/TPR/PNN/EIF5B/EIF5/EIF3J/EIF3A/EIF1AX/NUP54/EIF4G1 20 hsa00740 Riboflavin metabolism 1/936 11/5868 0.852399081551924 1 54 ACP5 1 hsa04962 Vasopressin-regulated water reabsorption 5/936 44/5868 0.852768279022458 1 397/2778/9586/140735/1783 ARHGDIB/GNAS/CREB5/DYNLL2/DYNC1LI2 5 hsa04973 Carbohydrate digestion and absorption 5/936 44/5868 0.852768279022458 1 5330/3101/3099/23533/5579 PLCB2/HK3/HK2/PIK3R5/PRKCB 5 hsa04150 mTOR signaling pathway 6/936 52/5868 0.858202527236008 1 7422/23533/54541/6195/6009/6194 VEGFA/PIK3R5/DDIT4/RPS6KA1/RHEB/RPS6 6 hsa00340 Histidine metabolism 3/936 29/5868 0.863778320625976 1 217/501/51451 ALDH2/ALDH7A1/LCMT1 3 hsa00500 Starch and sucrose metabolism 6/936 54/5868 0.881612659585842 1 178/3101/3099/80146/7360/2548 AGL/HK3/HK2/UXS1/UGP2/GAA 6 hsa04120 Ubiquitin mediated proteolysis 17/936 135/5868 0.887011618851183 1 9246/9021/51529/672/11065/330/1642/27338/7321/6477/10055/55120/6502/27339/10075/7334/10277 UBE2L6/SOCS3/ANAPC11/BRCA1/UBE2C/BIRC3/DDB1/UBE2S/UBE2D1/SIAH1/SAE1/FANCL/SKP2/PRPF19/HUWE1/UBE2N/UBE4B 17 hsa04710 Circadian rhythm 2/936 22/5868 0.887307962750626 1 8553/79365 BHLHE40/BHLHE41 2 hsa03320 PPAR signaling pathway 8/936 70/5868 0.889809937733223 1 948/11001/4973/1622/2171/2182/2710/5468 CD36/SLC27A2/OLR1/DBI/FABP5/ACSL4/GK/PPARG 8 hsa04070 Phosphatidylinositol signaling system 9/936 78/5868 0.894310054559201 1 5330/23533/5579/805/3613/8527/3635/1040/10423 PLCB2/PIK3R5/PRKCB/CALM2/IMPA2/DGKD/INPP5D/CDS1/CDIPT 9 hsa00920 Sulfur metabolism 1/936 13/5868 0.895808753057844 1 6817 SULT1A1 1 hsa04910 Insulin signaling pathway 17/936 138/5868 0.906222979087306 1 2203/9021/3101/3099/23533/3265/805/6009/6194/2885/5792/23433/3635/572/3643/5257/51422 FBP1/SOCS3/HK3/HK2/PIK3R5/HRAS/CALM2/RHEB/RPS6/GRB2/PTPRF/RHOQ/INPP5D/BAD/INSR/PHKB/PRKAG2 17 hsa00350 Tyrosine metabolism 4/936 41/5868 0.91125409669885 1 259307/1312/128/51451 IL4I1/COMT/ADH5/LCMT1 4 hsa00603 Glycosphingolipid biosynthesis - globo series 1/936 14/5868 0.912465116360638 1 3074 HEXB 1 hsa04970 Salivary secretion 10/936 89/5868 0.920086581498931 1 4069/1471/2778/5330/490/5579/153/805/3783/6548 LYZ/CST3/GNAS/PLCB2/ATP2B1/PRKCB/ADRB1/CALM2/KCNN4/SLC9A1 10 hsa04960 Aldosterone-regulated sodium reabsorption 4/936 42/5868 0.920590467358708 1 6446/23533/5579/3643 SGK1/PIK3R5/PRKCB/INSR 4 hsa00563 Glycosylphosphatidylinositol(GPI)-anchor biosynthesis 2/936 25/5868 0.925851551059704 1 8733/8818 GPAA1/DPM2 2 hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 1/936 15/5868 0.92646112782057 1 2530 FUT8 1 hsa00053 Ascorbate and aldarate metabolism 2/936 26/5868 0.93565964158983 1 217/501 ALDH2/ALDH7A1 2 hsa00770 Pantothenate and CoA biosynthesis 1/936 16/5868 0.938221316503288 1 1806 DPYD 1 hsa00450 Selenocompound metabolism 1/936 17/5868 0.948102527670909 1 4548 MTR 1 hsa04975 Fat digestion and absorption 4/936 46/5868 0.949725648610408 1 948/10555/8613/39 CD36/AGPAT2/PLPP3/ACAT2 4 hsa00564 Glycerophospholipid metabolism 8/936 80/5868 0.954395443921447 1 54947/10555/56994/8613/8527/1040/23761/10423 LPCAT2/AGPAT2/CHPT1/PLPP3/DGKD/CDS1/PISD/CDIPT 8 hsa04744 Phototransduction 2/936 29/5868 0.95821855161039 1 409/805 ARRB2/CALM2 2 hsa04310 Wnt signaling pathway 17/936 150/5868 0.958279939485134 1 5880/5330/595/5579/817/896/11261/387/27101/4041/6477/3725/818/6907/23002/10725/5881 RAC2/PLCB2/CCND1/PRKCB/CAMK2D/CCND3/CHP1/RHOA/CACYBP/LRP5/SIAH1/JUN/CAMK2G/TBL1X/DAAM1/NFAT5/RAC3 17 hsa00600 Sphingolipid metabolism 3/936 40/5868 0.965297314478628 1 8560/8877/8613 DEGS1/SPHK1/PLPP3 3 hsa03015 mRNA surveillance pathway 8/936 83/5868 0.965662985969609 1 26986/124540/65110/29107/55110/4116/5411/8106 PABPC1/MSI2/UPF3A/NXT1/MAGOHB/MAGOH/PNN/PABPN1 8 hsa00590 Arachidonic acid metabolism 5/936 59/5868 0.969341622692329 1 2876/240/6916/4048/9536 GPX1/ALOX5/TBXAS1/LTA4H/PTGES 5 hsa01040 Biosynthesis of unsaturated fatty acids 1/936 21/5868 0.974163418350896 1 9524 TECR 1 hsa00910 Nitrogen metabolism 1/936 23/5868 0.981773865346743 1 2752 GLUL 1 hsa04964 Proximal tubule bicarbonate reclamation 1/936 23/5868 0.981773865346743 1 4190 MDH1 1 hsa00514 Other types of O-glycan biosynthesis 3/936 46/5868 0.984415991531421 1 3955/4242/283464 LFNG/MFNG/GXYLT1 3 hsa04916 Melanogenesis 9/936 101/5868 0.986809050742152 1 2778/5330/5579/817/2771/3265/805/2770/818 GNAS/PLCB2/PRKCB/CAMK2D/GNAI2/HRAS/CALM2/GNAI1/CAMK2G 9 hsa04972 Pancreatic secretion 9/936 101/5868 0.986809050742152 1 2778/5330/490/3784/5579/387/9545/5906/6548 GNAS/PLCB2/ATP2B1/KCNQ1/PRKCB/RHOA/RAB3D/RAP1A/SLC9A1 9 hsa00562 Inositol phosphate metabolism 4/936 57/5868 0.986876114788977 1 51477/5330/3613/10423 ISYNA1/PLCB2/IMPA2/CDIPT 4 hsa04950 Maturity onset diabetes of the young 1/936 25/5868 0.987144249420695 1 3087 HHEX 1 hsa02010 ABC transporters 2/936 44/5868 0.995631652954441 1 6891/6890 TAP2/TAP1 2 hsa00140 Steroid hormone biosynthesis 3/936 56/5868 0.996135289057109 1 3292/1312/412 HSD17B1/COMT/STS 3 hsa04340 Hedgehog signaling pathway 3/936 56/5868 0.996135289057109 1 4036/655/2737 LRP2/BMP7/GLI3 3 hsa04270 Vascular smooth muscle contraction 9/936 116/5868 0.997264303313714 1 2778/800/5330/5579/3779/387/805/4637/2767 GNAS/CALD1/PLCB2/PRKCB/KCNMB1/RHOA/CALM2/MYL6/GNA11 9 hsa04140 Regulation of autophagy 1/936 34/5868 0.997331863524675 1 11337 GABARAP 1 hsa00980 Metabolism of xenobiotics by cytochrome P450 4/936 71/5868 0.997926781785763 1 4259/2950/128/4257 MGST3/GSTP1/ADH5/MGST1 4 hsa04976 Bile secretion 4/936 71/5868 0.997926781785763 1 366/6513/2778/6548 AQP9/SLC2A1/GNAS/SLC9A1 4 hsa00982 Drug metabolism - cytochrome P450 4/936 73/5868 0.998422507780729 1 4259/2950/128/4257 MGST3/GSTP1/ADH5/MGST1 4 hsa04742 Taste transduction 2/936 52/5868 0.998749037974989 1 2778/5330 GNAS/PLCB2 2 hsa00830 Retinol metabolism 2/936 64/5868 0.999815701495968 1 128/216 ADH5/ALDH1A1 2 hsa05217 Basal cell carcinoma 1/936 55/5868 0.999932653904653 1 2737 GLI3 1 hsa00970 Aminoacyl-tRNA biosynthesis 1/936 63/5868 0.999983483043615 1 55699 IARS2 1 hsa04080 Neuroactive ligand-receptor interaction 20/936 272/5868 0.999995138424493 1 706/2357/728/2359/719/10161/5724/5734/8698/53829/5027/10800/3274/153/56288/5032/1442/2564/1140/1138 TSPO/FPR1/C5AR1/FPR3/C3AR1/LPAR6/PTAFR/PTGER4/S1PR4/P2RY13/P2RX7/CYSLTR1/HRH2/ADRB1/PARD3/P2RY11/CSH1/GABRE/CHRNB1/CHRNA5 20 hsa04740 Olfactory transduction 4/936 388/5868 1 1 409/817/805/818 ARRB2/CAMK2D/CALM2/CAMK2G 4