ID Description GeneRatio BgRatio pvalue p.adjust geneID geneName Count hsa03010 Ribosome 82/914 91/5868 4.96740963603373e-57 1.00341674647881e-54 6227/6232/6235/6170/6234/6168/6141/6222/25873/6228/6201/6169/6208/6210/6167/6171/6223/6164/6155/6209/6136/2197/6229/6156/6233/4736/6135/6125/6146/6202/6161/6134/6157/9349/6188/3921/6165/6158/6193/6176/6154/6187/6138/6217/6218/6203/51187/6122/6191/6130/6181/6206/6137/6204/6192/11224/6133/6230/51121/6143/6194/6147/6207/6175/6231/6159/6166/6205/6142/6129/6144/6128/6152/6160/6189/9045/200916/23521/6132/51065/6224/6173 RPS21/RPS27/RPS29/RPL39/RPS28/RPL37A/RPL18/RPS18/RPL36/RPS23/RPS7/RPL38/RPS14/RPS15A/RPL37/RPL41/RPS19/RPL34/RPL27/RPS15/RPL12/FAU/RPS24/RPL30/RPS27A/RPL10A/RPL11/RPL5/RPL22/RPS8/RPL32/RPL10/RPL27A/RPL23/RPS3/RPSA/RPL35A/RPL28/RPS5/RPLP1/RPL26/RPS2/RPL15/RPS16/RPS17/RPS9/RSL24D1/RPL3/RPS4X/RPL7A/RPLP2/RPS12/RPL13/RPS10/RPS4Y1/RPL35/RPL9/RPS25/RPL26L1/RPL19/RPS6/RPL23A/RPS13/RPLP0/RPS26/RPL29/RPL36AL/RPS11/RPL18A/RPL7/RPL21/RPL6/RPL24/RPL31/RPS3A/RPL14/RPL22L1/RPL13A/RPL8/RPS27L/RPS20/RPL36A 82 hsa05016 Huntington's disease 66/914 183/5868 4.02930524785367e-12 4.06959830033221e-10 64764/548644/4715/291/7019/4706/4705/4713/7052/1211/4708/1213/1337/4726/4716/5441/2776/55967/4729/1345/4718/374291/1329/292/29796/4710/1347/7386/6667/4728/4697/23186/7384/4694/4707/6647/1327/4698/4696/126328/5433/7417/4717/7416/5430/7381/10540/4695/5978/5435/4725/1350/9377/293/5468/51079/1351/4722/4714/54539/54205/7388/1175/27089/1173/1537 CREB3L2/POLR2J3/NDUFB9/SLC25A4/TFAM/NDUFAB1/NDUFA10/NDUFB7/TGM2/CLTA/NDUFB2/CLTC/COX6A1/NDUFS6/NDUFB10/POLR2L/GNAQ/NDUFA12/NDUFV2/COX6C/NDUFC2/NDUFS7/COX5B/SLC25A5/UQCR10/NDUFB4/COX7A2/UQCRFS1/SP1/NDUFS8/NDUFA4/RCOR1/UQCRC1/NDUFA1/NDUFB1/SOD1/COX4I1/NDUFA5/NDUFA3/NDUFA11/POLR2D/VDAC2/NDUFC1/VDAC1/POLR2A/UQCRB/DCTN2/NDUFA2/REST/POLR2F/NDUFS5/COX7C/COX5A/SLC25A6/PPARG/NDUFA13/COX8A/NDUFS3/NDUFB8/NDUFB11/CYCS/UQCRH/AP2S1/UQCRQ/AP2M1/CYC1 66 hsa03040 Spliceosome 51/914 127/5868 1.24682987668748e-11 8.39532116969573e-10 6430/4670/1655/51690/6432/8683/24148/3312/51503/6427/11017/6434/10450/84950/220988/10286/51639/10992/6637/51691/23350/57819/6631/51362/10772/3192/6629/58517/6634/25804/10594/10907/27258/55119/5093/23451/11325/6635/3178/9939/9984/6633/6628/10465/56259/27316/9128/57187/6625/84991/9879 SRSF5/HNRNPM/DDX5/LSM7/SRSF7/SRSF9/PRPF6/HSPA8/CWC15/SRSF2/SNRNP27/TRA2B/PPIE/PRPF38A/HNRNPA3/BCAS2/SF3B6/SF3B2/SNRPG/LSM8/U2SURP/LSM2/SNRPC/CDC40/SRSF10/HNRNPU/SNRPB2/RBM25/SNRPD3/LSM4/PRPF8/TXNL4A/LSM3/PRPF38B/PCBP1/SF3B1/DDX42/SNRPE/HNRNPA1/RBM8A/THOC1/SNRPD2/SNRPB/PPIH/CTNNBL1/RBMX/PRPF4/THOC2/SNRNP70/RBM17/DDX46 51 hsa05012 Parkinson's disease 50/914 130/5868 1.2771184373506e-10 6.44944810862051e-09 4715/291/4706/4705/4713/4708/1337/4726/4716/55967/4729/1345/4718/374291/1329/292/29796/4710/1347/11315/7386/4728/4697/7384/4694/4707/1327/4698/4696/126328/7417/4717/7416/7381/4695/4725/6622/1350/9377/293/51079/1351/118424/4722/4714/54539/54205/7388/27089/1537 NDUFB9/SLC25A4/NDUFAB1/NDUFA10/NDUFB7/NDUFB2/COX6A1/NDUFS6/NDUFB10/NDUFA12/NDUFV2/COX6C/NDUFC2/NDUFS7/COX5B/SLC25A5/UQCR10/NDUFB4/COX7A2/PARK7/UQCRFS1/NDUFS8/NDUFA4/UQCRC1/NDUFA1/NDUFB1/COX4I1/NDUFA5/NDUFA3/NDUFA11/VDAC2/NDUFC1/VDAC1/UQCRB/NDUFA2/NDUFS5/SNCA/COX7C/COX5A/SLC25A6/NDUFA13/COX8A/UBE2J2/NDUFS3/NDUFB8/NDUFB11/CYCS/UQCRH/UQCRQ/CYC1 50 hsa04141 Protein processing in endoplasmic reticulum 57/914 165/5868 8.50436687126727e-10 3.43576421599198e-08 27248/6238/3998/7184/2923/5034/7991/6185/64215/3309/9601/4780/10956/10961/56605/10130/1650/8454/10970/56681/6746/811/3320/7841/6745/23193/3312/6748/55741/22872/55968/55757/10134/3326/10960/64374/821/5610/10952/10905/823/7415/10277/10273/23480/440275/5589/51009/9709/23640/118424/8720/23471/5887/51726/3337/6184 ERLEC1/RRBP1/LMAN1/HSP90B1/PDIA3/P4HB/TUSC3/RPN2/DNAJC1/HSPA5/PDIA4/NFE2L2/OS9/ERP29/ERO1B/PDIA6/DDOST/CUL1/CKAP4/SAR1A/SSR2/CALR/HSP90AA1/MOGS/SSR1/GANAB/HSPA8/SSR4/EDEM2/SEC31A/NSFL1C/UGGT2/BCAP31/HSP90AB1/LMAN2/SIL1/CANX/EIF2AK2/SEC61B/MAN1A2/CAPN1/VCP/UBE4B/STUB1/SEC61G/EIF2AK4/PRKCSH/DERL2/HERPUD1/HSPBP1/UBE2J2/MBTPS1/TRAM1/RAD23B/DNAJB11/DNAJB1/RPN1 57 hsa05010 Alzheimer's disease 57/914 167/5868 1.43256812267119e-09 4.82297934632633e-08 351/4035/4311/23385/4715/3416/1020/4706/4705/4713/8883/4708/1337/4726/4716/2776/55967/4729/1345/4718/374291/1329/29796/4710/1347/7386/4728/4697/7384/4694/4707/1327/4698/4696/5663/823/126328/4717/7381/4695/4725/6622/1350/9377/51079/1351/3028/4722/4714/572/801/54539/54205/7388/51107/27089/1537 APP/LRP1/MME/NCSTN/NDUFB9/IDE/CDK5/NDUFAB1/NDUFA10/NDUFB7/NAE1/NDUFB2/COX6A1/NDUFS6/NDUFB10/GNAQ/NDUFA12/NDUFV2/COX6C/NDUFC2/NDUFS7/COX5B/UQCR10/NDUFB4/COX7A2/UQCRFS1/NDUFS8/NDUFA4/UQCRC1/NDUFA1/NDUFB1/COX4I1/NDUFA5/NDUFA3/PSEN1/CAPN1/NDUFA11/NDUFC1/UQCRB/NDUFA2/NDUFS5/SNCA/COX7C/COX5A/NDUFA13/COX8A/HSD17B10/NDUFS3/NDUFB8/BAD/CALM1/NDUFB11/CYCS/UQCRH/APH1A/UQCRQ/CYC1 57 hsa00190 Oxidative phosphorylation 48/914 132/5868 2.76971479629356e-09 7.99260555501856e-08 4715/4706/4705/4713/4708/1337/4726/4716/55967/4729/1345/4718/374291/1329/29796/4710/1347/7386/4728/537/4697/7384/4694/4707/1327/4698/5464/4696/126328/4717/7381/4695/4725/1350/9377/245973/51079/9550/1351/4722/4714/1355/54539/7388/27089/525/1537/8992 NDUFB9/NDUFAB1/NDUFA10/NDUFB7/NDUFB2/COX6A1/NDUFS6/NDUFB10/NDUFA12/NDUFV2/COX6C/NDUFC2/NDUFS7/COX5B/UQCR10/NDUFB4/COX7A2/UQCRFS1/NDUFS8/ATP6AP1/NDUFA4/UQCRC1/NDUFA1/NDUFB1/COX4I1/NDUFA5/PPA1/NDUFA3/NDUFA11/NDUFC1/UQCRB/NDUFA2/NDUFS5/COX7C/COX5A/ATP6V1C2/NDUFA13/ATP6V1G1/COX8A/NDUFS3/NDUFB8/COX15/NDUFB11/UQCRH/UQCRQ/ATP6V1B1/CYC1/ATP6V0E1 48 hsa03050 Proteasome 20/914 44/5868 2.41853907653217e-06 6.10681116824372e-05 5707/5702/5690/5694/5706/5705/5684/5689/5700/5685/5682/5693/5688/5713/5691/10197/51371/5692/5701/5720 PSMD1/PSMC3/PSMB2/PSMB6/PSMC6/PSMC5/PSMA3/PSMB1/PSMC1/PSMA4/PSMA1/PSMB5/PSMA7/PSMD7/PSMB3/PSME3/POMP/PSMB4/PSMC2/PSME1 20 hsa03060 Protein export 12/914 23/5868 4.83905954547741e-05 0.00108610003131826 3309/6729/28972/6727/23478/9789/83943/10952/6734/6731/23480/6730 HSPA5/SRP54/SPCS1/SRP14/SEC11A/SPCS2/IMMP2L/SEC61B/SRPRA/SRP72/SEC61G/SRP68 12 hsa03013 RNA transport 42/914 151/5868 7.28473030748345e-05 0.00147151552211166 5411/3837/8661/10250/8893/9669/26019/8666/65110/60528/3646/8761/7329/7341/7175/5903/8664/10921/1973/51808/79228/10605/10248/9818/1982/1964/6613/8892/84305/8894/1915/9939/9984/1207/57187/53371/5901/8662/138716/8665/1981/10557 PNN/KPNB1/EIF3A/SRRM1/EIF2B5/EIF5B/UPF2/EIF3G/UPF3A/ELAC2/EIF3E/PABPC4/UBE2I/SUMO1/TPR/RANBP2/EIF3D/RNPS1/EIF4A1/PHAX/THOC6/PAIP1/POP7/NUP58/EIF4G2/EIF1AX/SUMO2/EIF2B2/PYM1/EIF2S2/EEF1A1/RBM8A/THOC1/CLNS1A/THOC2/NUP54/RAN/EIF3B/RPP25L/EIF3F/EIF4G1/RPP38 42 hsa04144 Endocytosis 49/914 201/5868 0.000631802014217721 0.0107720399274878 1956/153/9765/137492/23550/3480/4233/22905/5590/8411/80223/11031/56288/2321/1211/1213/9525/92421/3312/84364/2348/27243/84612/83737/26119/858/84313/89853/10015/57132/11267/9101/93343/382/1601/51510/27183/2065/4734/4193/51028/1175/5878/84440/29082/1173/1785/11059/7879 EGFR/ADRB1/ZFYVE16/VPS37A/PSD4/IGF1R/MET/EPN2/PRKCZ/EEA1/RAB11FIP1/RAB31/PARD3/FLT1/CLTA/CLTC/VPS4B/CHMP4C/HSPA8/ARFGAP2/FOLR1/CHMP2A/PARD6B/ITCH/LDLRAP1/CAV2/VPS25/MVB12B/PDCD6IP/CHMP1B/SNF8/USP8/MVB12A/ARF6/DAB2/CHMP5/VPS4A/ERBB3/NEDD4/MDM2/VPS36/AP2S1/RAB5C/RAB11FIP4/CHMP4A/AP2M1/DNM2/WWP1/RAB7A 49 hsa05100 Bacterial invasion of epithelial cells 22/914 70/5868 0.000639923164009175 0.0107720399274878 999/4233/3688/3059/10095/9564/79658/1211/1213/8976/81873/10109/5879/858/1499/6464/1398/10092/2017/2549/71/1785 CDH1/MET/ITGB1/HCLS1/ARPC1B/BCAR1/ARHGAP10/CLTA/CLTC/WASL/ARPC5L/ARPC2/RAC1/CAV2/CTNNB1/SHC1/CRK/ARPC5/CTTN/GAB1/ACTG1/DNM2 22 hsa04142 Lysosome 32/914 121/5868 0.00131607321423775 0.0204497530212327 4669/3073/2548/1075/5641/1514/8722/5660/2799/2760/2517/1515/3074/1211/9741/1213/4126/1509/2990/138050/3920/537/23659/79158/10053/3916/2720/1174/1201/1512/130340/26985 NAGLU/HEXA/GAA/CTSC/LGMN/CTSL/CTSF/PSAP/GNS/GM2A/FUCA1/CTSV/HEXB/CLTA/LAPTM4A/CLTC/MANBA/CTSD/GUSB/HGSNAT/LAMP2/ATP6AP1/PLA2G15/GNPTAB/AP1M2/LAMP1/GLB1/AP1S1/CLN3/CTSH/AP1S3/AP3M1 32 hsa00270 Cysteine and methionine metabolism 13/914 36/5868 0.00203828082590021 0.0294094804879887 4548/23382/6611/1786/3945/1788/1036/58478/4507/55256/27430/6723/10768 MTR/AHCYL2/SMS/DNMT1/LDHB/DNMT3A/CDO1/ENOPH1/MTAP/ADI1/MAT2B/SRM/AHCYL1 13 hsa04520 Adherens junction 21/914 73/5868 0.00290297117765184 0.0390933451923781 1956/999/8826/3480/1500/4233/10458/5797/4008/56288/8976/7082/6934/5792/81/2064/5879/1499/5770/71/87 EGFR/CDH1/IQGAP1/IGF1R/CTNND1/MET/BAIAP2/PTPRM/LMO7/PARD3/WASL/TJP1/TCF7L2/PTPRF/ACTN4/ERBB2/RAC1/CTNNB1/PTPN1/ACTG1/ACTN1 21 hsa03008 Ribosome biogenesis in eukaryotes 22/914 79/5868 0.00363125310701017 0.0457909563998399 23160/55651/55226/134430/51602/55341/55272/4931/22803/9790/10813/26354/54433/92856/10436/10248/55505/55131/5901/138716/3692/10557 WDR43/NHP2/NAT10/WDR36/NOP58/LSG1/IMP3/NVL/XRN2/BMS1/UTP14A/GNL3/GAR1/IMP4/EMG1/POP7/NOP10/RBM28/RAN/RPP25L/EIF6/RPP38 22 hsa05130 Pathogenic Escherichia coli infection 17/914 56/5868 0.00385369435048158 0.0457909563998399 999/3688/3059/10095/3875/8976/4690/81873/10109/7430/7534/6093/1499/4691/10092/2017/71 CDH1/ITGB1/HCLS1/ARPC1B/KRT18/WASL/NCK1/ARPC5L/ARPC2/EZR/YWHAZ/ROCK1/CTNNB1/NCL/ARPC5/CTTN/ACTG1 17 hsa00510 N-Glycan biosynthesis 15/914 49/5868 0.00592738018659079 0.0665183776495189 7991/6185/2530/54344/1650/22845/4124/4248/7841/23193/2683/10905/199857/29880/6184 TUSC3/RPN2/FUT8/DPM3/DDOST/DOLK/MAN2A1/MGAT3/MOGS/GANAB/B4GALT1/MAN1A2/ALG14/ALG5/RPN1 15 hsa05131 Shigellosis 17/914 61/5868 0.00986049923166038 0.104832676041863 3688/3059/10095/8976/4790/81873/10109/5879/6093/1398/4792/10092/2017/5216/71/4793/1432 ITGB1/HCLS1/ARPC1B/WASL/NFKB1/ARPC5L/ARPC2/RAC1/ROCK1/CRK/NFKBIA/ARPC5/CTTN/PFN1/ACTG1/NFKBIB/MAPK14 17 hsa03018 RNA degradation 19/914 71/5868 0.0104220901258926 0.105263110271515 10950/170506/23016/51690/3313/22803/3329/8761/51691/246175/57819/2023/25804/27258/10766/51013/23019/28960/29883 BTG3/DHX36/EXOSC7/LSM7/HSPA9/XRN2/HSPD1/PABPC4/LSM8/CNOT6L/LSM2/ENO1/LSM4/LSM3/TOB2/EXOSC1/CNOT1/DCPS/CNOT7 19 hsa00531 Glycosaminoglycan degradation 7/914 19/5868 0.0196945868560937 0.189443168806235 4669/3073/2799/3074/2990/138050/2720 NAGLU/HEXA/GNS/HEXB/GUSB/HGSNAT/GLB1 7 hsa05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 18/914 74/5868 0.0321380278391323 0.295085528341124 3691/3696/1829/1605/3655/3685/2697/1832/1824/3688/3693/4000/6934/81/1499/3728/71/87 ITGB4/ITGB8/DSG2/DAG1/ITGA6/ITGAV/GJA1/DSP/DSC2/ITGB1/ITGB5/LMNA/TCF7L2/ACTN4/CTNNB1/JUP/ACTG1/ACTN1 18 hsa00020 Citrate cycle (TCA cycle) 9/914 30/5868 0.0341935793928706 0.300308827711299 3417/50/8802/3420/3418/4191/3421/4190/5160 IDH1/ACO2/SUCLG1/IDH3B/IDH2/MDH2/IDH3G/MDH1/PDHA1 9 hsa04260 Cardiac muscle contraction 18/914 77/5868 0.046020202816599 0.387336707039708 1337/6548/1345/7171/1329/29796/1347/7386/7384/1327/7381/1350/9377/1351/476/7388/27089/1537 COX6A1/SLC9A1/COX6C/TPM4/COX5B/UQCR10/COX7A2/UQCRFS1/UQCRC1/COX4I1/UQCRB/COX7C/COX5A/COX8A/ATP1A1/UQCRH/UQCRQ/CYC1 18 hsa04120 Ubiquitin mediated proteolysis 28/914 135/5868 0.0639005828922747 0.502941233425568 6477/51433/9886/8454/6502/10075/25847/55585/9690/7319/83737/51366/8065/8651/51529/7329/1642/10277/8697/10273/9616/26091/118424/10393/7334/4734/4193/11059 SIAH1/ANAPC5/RHOBTB1/CUL1/SKP2/HUWE1/ANAPC13/UBE2Q1/UBE3C/UBE2A/ITCH/UBR5/CUL5/SOCS1/ANAPC11/UBE2I/DDB1/UBE4B/CDC23/STUB1/RNF7/HERC4/UBE2J2/ANAPC10/UBE2N/NEDD4/MDM2/WWP1 28 hsa04110 Cell cycle 26/914 124/5868 0.0647350102428949 0.502941233425568 1021/5591/51433/4172/8454/1028/4616/6502/595/896/25847/10274/7531/1022/9126/51529/7534/7529/8697/10393/7532/5885/7029/4193/7465/9184 CDK6/PRKDC/ANAPC5/MCM3/CUL1/CDKN1C/GADD45B/SKP2/CCND1/CCND3/ANAPC13/STAG1/YWHAE/CDK7/SMC3/ANAPC11/YWHAZ/YWHAB/CDC23/ANAPC10/YWHAG/RAD21/TFDP2/MDM2/WEE1/BUB3 26 hsa05110 Vibrio cholerae infection 13/914 54/5868 0.0672255777117731 0.502946914732525 9601/7082/2778/11014/537/10945/10952/23480/245973/9550/71/525/8992 PDIA4/TJP1/GNAS/KDELR2/ATP6AP1/KDELR1/SEC61B/SEC61G/ATP6V1C2/ATP6V1G1/ACTG1/ATP6V1B1/ATP6V0E1 13 hsa04510 Focal adhesion 39/914 200/5868 0.0753321744260281 0.527137503392108 3911/3691/3725/3915/3696/1956/3912/1282/3655/3685/3480/4233/3688/394/3693/9564/2321/595/896/1284/10451/103910/81/2064/5879/858/6093/1499/6464/1398/4659/5170/2889/71/572/87/7094/5499/7408 LAMA5/ITGB4/JUN/LAMC1/ITGB8/EGFR/LAMB1/COL4A1/ITGA6/ITGAV/IGF1R/MET/ITGB1/ARHGAP5/ITGB5/BCAR1/FLT1/CCND1/CCND3/COL4A2/VAV3/MYL12B/ACTN4/ERBB2/RAC1/CAV2/ROCK1/CTNNB1/SHC1/CRK/PPP1R12A/PDPK1/RAPGEF1/ACTG1/BAD/ACTN1/TLN1/PPP1CA/VASP 39 hsa04530 Tight junction 27/914 132/5868 0.0781105610073763 0.527137503392108 6709/83700/1364/4628/23136/3059/5590/2770/5521/154810/56288/2771/7082/55870/84612/1366/103910/3845/81/1499/5583/22808/2017/1365/71/87/5516 SPTAN1/JAM3/CLDN4/MYH10/EPB41L3/HCLS1/PRKCZ/GNAI1/PPP2R2B/AMOTL1/PARD3/GNAI2/TJP1/ASH1L/PARD6B/CLDN7/MYL12B/KRAS/ACTN4/CTNNB1/PRKCH/MRAS/CTTN/CLDN3/ACTG1/ACTN1/PPP2CB 27 hsa00480 Glutathione metabolism 12/914 50/5868 0.0782877480285308 0.527137503392108 3417/4259/2950/6611/2686/2954/79017/373156/3418/51060/2941/6723 IDH1/MGST3/GSTP1/SMS/GGT7/GSTZ1/GGCT/GSTK1/IDH2/TXNDC12/GSTA4/SRM 12 hsa05120 Epithelial cell signaling in Helicobacter pylori infection 15/914 68/5868 0.0979175710248095 0.638043527322952 3725/1956/83700/4233/7082/4790/537/5879/4792/5781/245973/9550/525/1432/8992 JUN/EGFR/JAM3/MET/TJP1/NFKB1/ATP6AP1/RAC1/NFKBIA/PTPN11/ATP6V1C2/ATP6V1G1/ATP6V1B1/MAPK14/ATP6V0E1 15 hsa04330 Notch signaling pathway 11/914 47/5868 0.103358045576006 0.652447662698539 23385/23220/3516/84441/55534/3280/5663/1857/8650/51107/9541 NCSTN/DTX4/RBPJ/MAML2/MAML3/HES1/PSEN1/DVL3/NUMB/APH1A/CIR1 11 hsa00511 Other glycan degradation 5/914 17/5868 0.111696912940354 0.673657400639742 3073/2517/3074/4126/2720 HEXA/FUCA1/HEXB/MANBA/GLB1 5 hsa04810 Regulation of actin cytoskeleton 40/914 213/5868 0.1133878793156 0.673657400639742 3691/3696/1956/10788/3655/3685/8826/4628/85477/3688/2768/3693/10458/10095/9564/5962/79837/55970/8976/6548/10451/103910/81873/10109/7430/3845/81/5879/23191/6093/1398/3985/22808/10092/4659/5216/71/87/5499/1730 ITGB4/ITGB8/EGFR/IQGAP2/ITGA6/ITGAV/IQGAP1/MYH10/SCIN/ITGB1/GNA12/ITGB5/BAIAP2/ARPC1B/BCAR1/RDX/PIP4K2C/GNG12/WASL/SLC9A1/VAV3/MYL12B/ARPC5L/ARPC2/EZR/KRAS/ACTN4/RAC1/CYFIP1/ROCK1/CRK/LIMK2/MRAS/ARPC5/PPP1R12A/PFN1/ACTG1/ACTN1/PPP1CA/DIAPH2 40 hsa00071 Fatty acid degradation 10/914 43/5868 0.120928109673106 0.697927947256214 1376/128/37/501/3030/1892/1632/35/3032/10455 CPT2/ADH5/ACADVL/ALDH7A1/HADHA/ECHS1/ECI1/ACADS/HADHB/ECI2 10 hsa04670 Leukocyte transendothelial migration 23/914 116/5868 0.127269433718037 0.701637451382323 83700/1364/1500/3688/394/2770/9564/2771/1366/10451/103910/7430/81/5879/6093/1499/5781/1365/71/87/4267/7408/1432 JAM3/CLDN4/CTNND1/ITGB1/ARHGAP5/GNAI1/BCAR1/GNAI2/CLDN7/VAV3/MYL12B/EZR/ACTN4/RAC1/ROCK1/CTNNB1/PTPN11/CLDN3/ACTG1/ACTN1/CD99/VASP/MAPK14 23 hsa03450 Non-homologous end-joining 4/914 13/5868 0.130997899768219 0.701637451382323 5591/7520/10111/2547 PRKDC/XRCC5/RAD50/XRCC6 4 hsa00630 Glyoxylate and dicarboxylate metabolism 5/914 18/5868 0.135831835837589 0.701637451382323 50/283871/4191/9380/4190 ACO2/PGP/MDH2/GRHPR/MDH1 5 hsa04962 Vasopressin-regulated water reabsorption 10/914 44/5868 0.135892535278423 0.701637451382323 64764/1778/1783/2778/84516/1781/140735/10540/6844/5878 CREB3L2/DYNC1H1/DYNC1LI2/GNAS/DCTN5/DYNC1I2/DYNLL2/DCTN2/VAMP2/RAB5C 10 hsa03015 mRNA surveillance pathway 17/914 83/5868 0.138938109184618 0.701637451382323 5411/8731/79869/5521/124540/10250/8106/26019/65110/10978/8761/11051/10921/10767/84305/9939/5516 PNN/RNMT/CPSF7/PPP2R2B/MSI2/SRRM1/PABPN1/UPF2/UPF3A/CLP1/PABPC4/NUDT21/RNPS1/HBS1L/PYM1/RBM8A/PPP2CB 17 hsa05216 Thyroid cancer 7/914 29/5868 0.153612999131761 0.756825020112579 999/595/6934/3845/1499/7175/5468 CDH1/CCND1/TCF7L2/KRAS/CTNNB1/TPR/PPARG 7 hsa00620 Pyruvate metabolism 9/914 40/5868 0.159355246265453 0.766214703841439 84532/31/501/3945/231/4191/9380/4190/5160 ACSS1/ACACA/ALDH7A1/LDHB/AKR1B1/MDH2/GRHPR/MDH1/PDHA1 9 hsa04115 p53 signaling pathway 14/914 68/5868 0.163105110223673 0.766214703841439 1021/6477/64065/4616/901/595/896/64393/51246/5366/900/4194/54205/4193 CDK6/SIAH1/PERP/GADD45B/CCNG2/CCND1/CCND3/ZMAT3/SHISA5/PMAIP1/CCNG1/MDM4/CYCS/MDM2 14 hsa05215 Prostate cancer 17/914 89/5868 0.214716651161146 0.98574462578526 1956/7184/64764/3480/2950/3320/595/6934/4790/3326/3845/2064/1499/4792/5170/572/4193 EGFR/HSP90B1/CREB3L2/IGF1R/GSTP1/HSP90AA1/CCND1/TCF7L2/NFKB1/HSP90AB1/KRAS/ERBB2/CTNNB1/NFKBIA/PDPK1/BAD/MDM2 17 hsa00640 Propanoate metabolism 7/914 32/5868 0.221620158901438 0.994828268846454 84532/31/501/3030/3945/1892/8802 ACSS1/ACACA/ALDH7A1/HADHA/LDHB/ECHS1/SUCLG1 7 hsa00052 Galactose metabolism 6/914 27/5868 0.235483691833046 1 2548/231/2683/2720/7360/5211 GAA/AKR1B1/B4GALT1/GLB1/UGP2/PFKL 6 hsa00280 Valine, leucine and isoleucine degradation 9/914 44/5868 0.238165585161264 1 501/3030/1892/587/35/3032/11112/3028/3712 ALDH7A1/HADHA/ECHS1/BCAT2/ACADS/HADHB/HIBADH/HSD17B10/IVD 9 hsa00290 Valine, leucine and isoleucine biosynthesis 3/914 11/5868 0.238741216637229 1 55699/587/5160 IARS2/BCAT2/PDHA1 3 hsa03410 Base excision repair 7/914 33/5868 0.246345017630539 1 4350/142/27301/6996/7515/3146/5425 MPG/PARP1/APEX2/TDG/XRCC1/HMGB1/POLD2 7 hsa00410 beta-Alanine metabolism 5/914 22/5868 0.250560590848554 1 501/6611/3030/1892/6723 ALDH7A1/SMS/HADHA/ECHS1/SRM 5 hsa04145 Phagosome 27/914 153/5868 0.268157305232896 1 3685/81035/1778/3688/1514/3693/8411/4973/1783/811/3920/537/9554/5879/821/10952/3916/1781/23480/245973/9550/71/5878/525/8992/8417/7879 ITGAV/COLEC12/DYNC1H1/ITGB1/CTSL/ITGB5/EEA1/OLR1/DYNC1LI2/CALR/LAMP2/ATP6AP1/SEC22B/RAC1/CANX/SEC61B/LAMP1/DYNC1I2/SEC61G/ATP6V1C2/ATP6V1G1/ACTG1/RAB5C/ATP6V1B1/ATP6V0E1/STX7/RAB7A 27 hsa03020 RNA polymerase 6/914 29/5868 0.291939835448286 1 548644/5441/5433/5430/5435/51728 POLR2J3/POLR2L/POLR2D/POLR2A/POLR2F/POLR3K 6 hsa04130 SNARE interactions in vesicular transport 7/914 36/5868 0.3247159680796 1 9527/8673/9554/8675/10791/6844/8417 GOSR1/VAMP8/SEC22B/STX16/VAMP5/VAMP2/STX7 7 hsa05222 Small cell lung cancer 15/914 85/5868 0.34156056288166 1 3911/3915/3912/1282/3655/1021/3685/3688/9618/6502/595/4790/1284/4792/54205 LAMA5/LAMC1/LAMB1/COL4A1/ITGA6/CDK6/ITGAV/ITGB1/TRAF4/SKP2/CCND1/NFKB1/COL4A2/NFKBIA/CYCS 15 hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 5/914 26/5868 0.381231328165121 1 2135/26035/26229/90161/2132 EXTL2/GLCE/B3GAT3/HS6ST2/EXT2 5 hsa00030 Pentose phosphate pathway 5/914 27/5868 0.414355790967865 1 7086/226/25796/22934/5211 TKT/ALDOA/PGLS/RPIA/PFKL 5 hsa04722 Neurotrophin signaling pathway 21/914 127/5868 0.419180107572252 1 3725/9500/4790/7531/3845/5879/7534/6464/1398/7529/5663/4792/818/5781/2549/7532/2889/572/801/4793/1432 JUN/MAGED1/NFKB1/YWHAE/KRAS/RAC1/YWHAZ/SHC1/CRK/YWHAB/PSEN1/NFKBIA/CAMK2G/PTPN11/GAB1/YWHAG/RAPGEF1/BAD/CALM1/NFKBIB/MAPK14 21 hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 3/914 15/5868 0.420933869292199 1 2530/8702/2683 FUT8/B4GALT4/B4GALT1 3 hsa00604 Glycosphingolipid biosynthesis - ganglio series 3/914 15/5868 0.420933869292199 1 3073/3074/2720 HEXA/HEXB/GLB1 3 hsa00900 Terpenoid backbone biosynthesis 3/914 15/5868 0.420933869292199 1 10654/2224/3422 PMVK/FDPS/IDI1 3 hsa05213 Endometrial cancer 9/914 52/5868 0.422200341812958 1 1956/999/595/6934/3845/2064/1499/5170/572 EGFR/CDH1/CCND1/TCF7L2/KRAS/ERBB2/CTNNB1/PDPK1/BAD 9 hsa00010 Glycolysis / Gluconeogenesis 11/914 65/5868 0.433574400363064 1 84532/128/501/3945/2023/10327/669/226/5160/7167/5211 ACSS1/ADH5/ALDH7A1/LDHB/ENO1/AKR1A1/BPGM/ALDOA/PDHA1/TPI1/PFKL 11 hsa04360 Axon guidance 21/914 129/5868 0.449620986122935 1 2050/5921/4233/1942/57556/3688/80031/6405/2770/10725/1020/4775/1808/2771/8829/4690/3845/57522/5879/6093/3985 EPHB4/RASA1/MET/EFNA1/SEMA6A/ITGB1/SEMA6D/SEMA3F/GNAI1/NFAT5/CDK5/NFATC3/DPYSL2/GNAI2/NRP1/NCK1/KRAS/SRGAP1/RAC1/ROCK1/LIMK2 21 hsa00350 Tyrosine metabolism 7/914 41/5868 0.46066564397931 1 60487/128/1312/2954/51409/4282/55798 TRMT11/ADH5/COMT/GSTZ1/HEMK1/MIF/METTL2B 7 hsa04146 Peroxisome 13/914 79/5868 0.461805659903004 1 3417/11001/2053/25824/1891/10654/5052/6647/373156/3418/5264/10455/4358 IDH1/SLC27A2/EPHX2/PRDX5/ECH1/PMVK/PRDX1/SOD1/GSTK1/IDH2/PHYH/ECI2/MPV17 13 hsa00770 Pantothenate and CoA biosynthesis 3/914 16/5868 0.464911608953538 1 587/80025/79717 BCAT2/PANK2/PPCS 3 hsa00330 Arginine and proline metabolism 9/914 54/5868 0.46950674949982 1 501/6611/1159/5832/445/6303/548596/6723/2746 ALDH7A1/SMS/CKMT1B/ALDH18A1/ASS1/SAT1/CKMT1A/SRM/GLUD1 9 hsa00430 Taurine and hypotaurine metabolism 2/914 10/5868 0.476840234813195 1 2686/1036 GGT7/CDO1 2 hsa00520 Amino sugar and nucleotide sugar metabolism 8/914 48/5868 0.477960055466105 1 3073/3074/5238/55577/5373/51706/2673/7360 HEXA/HEXB/PGM3/NAGK/PMM2/CYB5R1/GFPT1/UGP2 8 hsa04662 B cell receptor signaling pathway 12/914 75/5868 0.508796052453935 1 3725/975/10725/2353/4775/4790/10451/29760/3845/5879/4792/4793 JUN/CD81/NFAT5/FOS/NFATC3/NFKB1/VAV3/BLNK/KRAS/RAC1/NFKBIA/NFKBIB 12 hsa00512 Mucin type O-Glycan biosynthesis 5/914 30/5868 0.511211115903099 1 63917/374378/29071/56913/2589 GALNT11/GALNT18/C1GALT1C1/C1GALT1/GALNT1 5 hsa04977 Vitamin digestion and absorption 4/914 24/5868 0.527066758148709 1 6573/80704/113278/686 SLC19A1/SLC19A3/SLC52A3/BTD 4 hsa04612 Antigen processing and presentation 12/914 76/5868 0.528574135095543 1 2923/3309/5641/1514/811/3320/3312/3326/821/10197/8625/5720 PDIA3/HSPA5/LGMN/CTSL/CALR/HSP90AA1/HSPA8/HSP90AB1/CANX/PSME3/RFXANK/PSME1 12 hsa04621 NOD-like receptor signaling pathway 9/914 58/5868 0.561085811768887 1 7184/10454/3320/4790/7205/3326/4792/4793/1432 HSP90B1/TAB1/HSP90AA1/NFKB1/TRIP6/HSP90AB1/NFKBIA/NFKBIB/MAPK14 9 hsa04512 ECM-receptor interaction 13/914 85/5868 0.575393213812911 1 3911/3691/3915/3696/3912/1282/1605/3655/3685/3688/3693/961/1284 LAMA5/ITGB4/LAMC1/ITGB8/LAMB1/COL4A1/DAG1/ITGA6/ITGAV/ITGB1/ITGB5/CD47/COL4A2 13 hsa00100 Steroid biosynthesis 3/914 19/5868 0.586521536148483 1 1718/6713/6307 DHCR24/SQLE/MSMO1 3 hsa04114 Oocyte meiosis 17/914 112/5868 0.587378686943321 1 3480/51433/8454/9748/25847/7531/9126/51529/7534/7529/8697/818/10393/7532/801/5516/5499 IGF1R/ANAPC5/CUL1/SLK/ANAPC13/YWHAE/SMC3/ANAPC11/YWHAZ/YWHAB/CDC23/CAMK2G/ANAPC10/YWHAG/CALM1/PPP2CB/PPP1CA 17 hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 4/914 26/5868 0.593883099257024 1 10331/8702/2683/10402 B3GNT3/B4GALT4/B4GALT1/ST3GAL6 4 hsa04666 Fc gamma R-mediated phagocytosis 14/914 94/5868 0.617148624944797 1 8613/85477/10095/8976/10451/81873/10109/5879/1398/3985/10092/382/7408/1785 PLPP3/SCIN/ARPC1B/WASL/VAV3/ARPC5L/ARPC2/RAC1/CRK/LIMK2/ARPC5/ARF6/VASP/DNM2 14 hsa04966 Collecting duct acid secretion 4/914 27/5868 0.625105239829051 1 245973/9550/525/8992 ATP6V1C2/ATP6V1G1/ATP6V1B1/ATP6V0E1 4 hsa05210 Colorectal cancer 9/914 62/5868 0.645385972546054 1 3725/2353/595/6934/3845/5879/1499/572/54205 JUN/FOS/CCND1/TCF7L2/KRAS/RAC1/CTNNB1/BAD/CYCS 9 hsa05143 African trypanosomiasis 5/914 35/5868 0.655103385505027 1 3039/3040/8542/2776/3043 HBA1/HBA2/APOL1/GNAQ/HBB 5 hsa05219 Bladder cancer 6/914 42/5868 0.65676726655114 1 1956/999/595/3845/2064/4193 EGFR/CDH1/CCND1/KRAS/ERBB2/MDM2 6 hsa00603 Glycosphingolipid biosynthesis - globo series 2/914 14/5868 0.665540757676089 1 3073/3074 HEXA/HEXB 2 hsa05211 Renal cell carcinoma 10/914 70/5868 0.668167025055452 1 3725/4233/2034/3845/5879/1398/5781/2549/2889/6513 JUN/MET/EPAS1/KRAS/RAC1/CRK/PTPN11/GAB1/RAPGEF1/SLC2A1 10 hsa05142 Chagas disease (American trypanosomiasis) 15/914 104/5868 0.669686164381677 1 3725/8837/2770/2353/5521/811/2771/2776/2778/4790/2767/4792/3459/5516/1432 JUN/CFLAR/GNAI1/FOS/PPP2R2B/CALR/GNAI2/GNAQ/GNAS/NFKB1/GNA11/NFKBIA/IFNGR1/PPP2CB/MAPK14 15 hsa00051 Fructose and mannose metabolism 5/914 36/5868 0.680386826956901 1 231/5373/226/7167/5211 AKR1B1/PMM2/ALDOA/TPI1/PFKL 5 hsa03030 DNA replication 5/914 36/5868 0.680386826956901 1 4172/6742/246243/5558/5425 MCM3/SSBP1/RNASEH1/PRIM2/POLD2 5 hsa00340 Histidine metabolism 4/914 29/5868 0.682793792292055 1 60487/501/51409/55798 TRMT11/ALDH7A1/HEMK1/METTL2B 4 hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 3/914 22/5868 0.688899872814957 1 79586/26229/113189 CHPF/B3GAT3/CHST14 3 hsa04710 Circadian rhythm 3/914 22/5868 0.688899872814957 1 79365/8454/1453 BHLHE41/CUL1/CSNK1D 3 hsa05146 Amoebiasis 15/914 106/5868 0.699040048022127 1 3911/3915/3912/1282/2776/2778/4790/1284/81/2767/1992/87/5878/3315/7879 LAMA5/LAMC1/LAMB1/COL4A1/GNAQ/GNAS/NFKB1/COL4A2/ACTN4/GNA11/SERPINB1/ACTN1/RAB5C/HSPB1/RAB7A 15 hsa00310 Lysine degradation 6/914 44/5868 0.702082710630225 1 501/3030/1892/55870/64324/79813 ALDH7A1/HADHA/ECHS1/ASH1L/NSD1/EHMT1 6 hsa05214 Glioma 9/914 65/5868 0.702225825617171 1 1956/1021/3480/595/3845/6464/818/801/4193 EGFR/CDK6/IGF1R/CCND1/KRAS/SHC1/CAMK2G/CALM1/MDM2 9 hsa04914 Progesterone-mediated oocyte maturation 12/914 86/5868 0.706863317773348 1 3480/51433/2770/3320/2771/25847/3326/3845/51529/8697/10393/1432 IGF1R/ANAPC5/GNAI1/HSP90AA1/GNAI2/ANAPC13/HSP90AB1/KRAS/ANAPC11/CDC23/ANAPC10/MAPK14 12 hsa00650 Butanoate metabolism 4/914 30/5868 0.709191127121125 1 3030/1892/35/5160 HADHA/ECHS1/ACADS/PDHA1 4 hsa04964 Proximal tubule bicarbonate reclamation 3/914 23/5868 0.718476031169806 1 4190/476/2746 MDH1/ATP1A1/GLUD1 3 hsa05220 Chronic myeloid leukemia 10/914 73/5868 0.720223541790628 1 1021/595/4790/3845/6464/1398/4792/5781/572/4193 CDK6/CCND1/NFKB1/KRAS/SHC1/CRK/NFKBIA/PTPN11/BAD/MDM2 10 hsa00564 Glycerophospholipid metabolism 11/914 80/5868 0.72104543512554 1 8613/57678/23171/8527/10162/1040/23761/23659/10434/11313/8760 PLPP3/GPAM/GPD1L/DGKD/LPCAT3/CDS1/PISD/PLA2G15/LYPLA1/LYPLA2/CDS2 11 hsa04310 Wnt signaling pathway 21/914 150/5868 0.738480091108721 1 3725/6477/4041/8454/10725/4775/595/896/6934/6907/8323/5879/6093/1499/5663/56998/818/1857/23401/5516/1452 JUN/SIAH1/LRP5/CUL1/NFAT5/NFATC3/CCND1/CCND3/TCF7L2/TBL1X/FZD6/RAC1/ROCK1/CTNNB1/PSEN1/CTNNBIP1/CAMK2G/DVL3/FRAT2/PPP2CB/CSNK1A1 21 hsa00760 Nicotinate and nicotinamide metabolism 3/914 24/5868 0.745820213029963 1 23475/54981/30833 QPRT/NMRK1/NT5C 3 hsa04320 Dorso-ventral axis formation 3/914 24/5868 0.745820213029963 1 1956/3845/2114 EGFR/KRAS/ETS2 3 hsa00040 Pentose and glucuronate interconversions 4/914 32/5868 0.757087346637821 1 2990/231/51181/7360 GUSB/AKR1B1/DCXR/UGP2 4 hsa00250 Alanine, aspartate and glutamate metabolism 4/914 32/5868 0.757087346637821 1 445/2673/5471/2746 ASS1/GFPT1/PPAT/GLUD1 4 hsa00260 Glycine, serine and threonine metabolism 4/914 32/5868 0.757087346637821 1 2731/501/212/211 GLDC/ALDH7A1/ALAS2/ALAS1 4 hsa05223 Non-small cell lung cancer 7/914 54/5868 0.757729509716162 1 1956/1021/595/3845/2064/5170/572 EGFR/CDK6/CCND1/KRAS/ERBB2/PDPK1/BAD 7 hsa04540 Gap junction 12/914 90/5868 0.76499885088125 1 1956/153/2697/2770/2771/2776/7082/2778/3845/10746/2767/1453 EGFR/ADRB1/GJA1/GNAI1/GNAI2/GNAQ/TJP1/GNAS/KRAS/MAP3K2/GNA11/CSNK1D 12 hsa05414 Dilated cardiomyopathy 12/914 90/5868 0.76499885088125 1 3691/3696/153/1605/3655/3685/3688/3693/4000/2778/7171/71 ITGB4/ITGB8/ADRB1/DAG1/ITGA6/ITGAV/ITGB1/ITGB5/LMNA/GNAS/TPM4/ACTG1 12 hsa05145 Toxoplasmosis 18/914 132/5868 0.767554240694001 1 3911/3915/3912/3655/3688/10454/3588/2770/3312/2771/4790/8651/4792/572/3459/4793/54205/1432 LAMA5/LAMC1/LAMB1/ITGA6/ITGB1/TAB1/IL10RB/GNAI1/HSPA8/GNAI2/NFKB1/SOCS1/NFKBIA/BAD/IFNGR1/NFKBIB/CYCS/MAPK14 18 hsa00450 Selenocompound metabolism 2/914 17/5868 0.767858158218126 1 4548/10587 MTR/TXNRD2 2 hsa04614 Renin-angiotensin system 2/914 17/5868 0.767858158218126 1 2028/4311 ENPEP/MME 2 hsa04730 Long-term depression 9/914 70/5868 0.783210941461868 1 3480/2768/2770/2771/2776/2778/3845/2767/5516 IGF1R/GNA12/GNAI1/GNAI2/GNAQ/GNAS/KRAS/GNA11/PPP2CB 9 hsa05416 Viral myocarditis 9/914 70/5868 0.783210941461868 1 1605/4628/595/1604/5879/1982/71/54205/1981 DAG1/MYH10/CCND1/CD55/RAC1/EIF4G2/ACTG1/CYCS/EIF4G1 9 hsa05160 Hepatitis C 18/914 134/5868 0.789198018346957 1 1956/1364/975/5521/7098/4790/1366/3646/3845/5610/4792/10197/440275/1365/572/5516/3454/1432 EGFR/CLDN4/CD81/PPP2R2B/TLR3/NFKB1/CLDN7/EIF3E/KRAS/EIF2AK2/NFKBIA/PSME3/EIF2AK4/CLDN3/BAD/PPP2CB/IFNAR1/MAPK14 18 hsa00240 Pyrimidine metabolism 13/914 99/5868 0.789860165215355 1 548644/5441/10587/5433/30833/5430/50808/5558/5435/7372/5425/51727/51728 POLR2J3/POLR2L/TXNRD2/POLR2D/NT5C/POLR2A/AK3/PRIM2/POLR2F/UMPS/POLD2/CMPK1/POLR3K 13 hsa00670 One carbon pool by folate 2/914 18/5868 0.795346218932974 1 4548/471 MTR/ATIC 2 hsa05218 Melanoma 9/914 71/5868 0.797304202060042 1 1956/999/1021/3480/4233/595/3845/572/4193 EGFR/CDH1/CDK6/IGF1R/MET/CCND1/KRAS/BAD/MDM2 9 hsa05221 Acute myeloid leukemia 7/914 57/5868 0.806080966772033 1 1050/595/6934/4790/3845/3728/572 CEBPA/CCND1/TCF7L2/NFKB1/KRAS/JUP/BAD 7 hsa05140 Leishmaniasis 9/914 72/5868 0.810707523400541 1 3725/3688/10454/2353/4790/4792/3459/4793/1432 JUN/ITGB1/TAB1/FOS/NFKB1/NFKBIA/IFNGR1/NFKBIB/MAPK14 9 hsa00561 Glycerolipid metabolism 6/914 50/5868 0.812772663673477 1 8613/501/57678/231/8527/10327 PLPP3/ALDH7A1/GPAM/AKR1B1/DGKD/AKR1A1 6 hsa04122 Sulfur relay system 1/914 10/5868 0.816327650773962 1 4338 MOCS2 1 hsa04012 ErbB signaling pathway 11/914 87/5868 0.816924755366029 1 3725/1956/4690/3845/2064/6464/1398/818/2549/572/2065 JUN/EGFR/NCK1/KRAS/ERBB2/SHC1/CRK/CAMK2G/GAB1/BAD/ERBB3 11 hsa05020 Prion diseases 4/914 35/5868 0.81716746681138 1 3915/3309/1958/6647 LAMC1/HSPA5/EGR1/SOD1 4 hsa05144 Malaria 6/914 51/5868 0.82763980979535 1 4035/4233/3039/975/3040/3043 LRP1/MET/HBA1/CD81/HBA2/HBB 6 hsa03440 Homologous recombination 3/914 28/5868 0.834483295669944 1 10111/6742/5425 RAD50/SSBP1/POLD2 3 hsa04971 Gastric acid secretion 9/914 74/5868 0.835490496379313 1 2770/6548/2771/2776/2778/7430/818/476/801 GNAI1/SLC9A1/GNAI2/GNAQ/GNAS/EZR/CAMK2G/ATP1A1/CALM1 9 hsa03420 Nucleotide excision repair 5/914 44/5868 0.837160137354167 1 1022/404672/1642/5887/5425 CDK7/GTF2H5/DDB1/RAD23B/POLD2 5 hsa00790 Folate biosynthesis 1/914 11/5868 0.844985303077239 1 5860 QDPR 1 hsa05410 Hypertrophic cardiomyopathy (HCM) 10/914 83/5868 0.853221413835673 1 3691/3696/1605/3655/3685/3688/3693/4000/7171/71 ITGB4/ITGB8/DAG1/ITGA6/ITGAV/ITGB1/ITGB5/LMNA/TPM4/ACTG1 10 hsa01040 Biosynthesis of unsaturated fatty acids 2/914 21/5868 0.86125057231899 1 3030/9524 HADHA/TECR 2 hsa04380 Osteoclast differentiation 16/914 128/5868 0.864472551744884 1 3725/10454/2353/2354/4790/2274/29760/8651/5879/3727/4792/5468/8878/3459/3454/1432 JUN/TAB1/FOS/FOSB/NFKB1/FHL2/BLNK/SOCS1/RAC1/JUND/NFKBIA/PPARG/SQSTM1/IFNGR1/IFNAR1/MAPK14 16 hsa05212 Pancreatic cancer 8/914 70/5868 0.873401587100074 1 1956/1021/595/4790/3845/2064/5879/572 EGFR/CDK6/CCND1/NFKB1/KRAS/ERBB2/RAC1/BAD 8 hsa05200 Pathways in cancer 44/914 326/5868 0.874826671203271 1 3911/3725/3915/1956/3912/1282/999/3655/1021/7184/3685/1441/3480/4233/3688/2034/1050/2353/2737/9618/2950/1438/6502/3320/595/6934/4790/1284/3326/3845/2064/8323/5879/1499/7175/1398/4792/1857/5468/3728/572/54205/4193/6513 LAMA5/JUN/LAMC1/EGFR/LAMB1/COL4A1/CDH1/ITGA6/CDK6/HSP90B1/ITGAV/CSF3R/IGF1R/MET/ITGB1/EPAS1/CEBPA/FOS/GLI3/TRAF4/GSTP1/CSF2RA/SKP2/HSP90AA1/CCND1/TCF7L2/NFKB1/COL4A2/HSP90AB1/KRAS/ERBB2/FZD6/RAC1/CTNNB1/TPR/CRK/NFKBIA/DVL3/PPARG/JUP/BAD/CYCS/MDM2/SLC2A1 44 hsa04912 GnRH signaling pathway 12/914 101/5868 0.882190099987905 1 3725/1956/4216/2776/2778/4323/3845/10746/2767/818/801/1432 JUN/EGFR/MAP3K4/GNAQ/GNAS/MMP14/KRAS/MAP3K2/GNA11/CAMK2G/CALM1/MAPK14 12 hsa04916 Melanogenesis 12/914 101/5868 0.882190099987905 1 64764/2770/2771/2776/6934/2778/3845/8323/1499/818/1857/801 CREB3L2/GNAI1/GNAI2/GNAQ/TCF7L2/GNAS/KRAS/FZD6/CTNNB1/CAMK2G/DVL3/CALM1 12 hsa00600 Sphingolipid metabolism 4/914 40/5868 0.889819713941553 1 8613/8560/2531/2720 PLPP3/DEGS1/KDSR/GLB1 4 hsa00910 Nitrogen metabolism 2/914 23/5868 0.893724652850307 1 767/2746 CA8/GLUD1 2 hsa03430 Mismatch repair 2/914 23/5868 0.893724652850307 1 6742/5425 SSBP1/POLD2 2 hsa04514 Cell adhesion molecules (CAMs) 16/914 133/5868 0.899865110790955 1 3696/999/83700/3655/1364/3685/3688/26047/5797/2734/5792/1366/9019/23705/1365/4267 ITGB8/CDH1/JAM3/ITGA6/CLDN4/ITGAV/ITGB1/CNTNAP2/PTPRM/GLG1/PTPRF/CLDN7/MPZL1/CADM1/CLDN3/CD99 16 hsa04970 Salivary secretion 10/914 89/5868 0.90528069128451 1 490/153/3783/1471/6548/2776/2778/476/801/6844 ATP2B1/ADRB1/KCNN4/CST3/SLC9A1/GNAQ/GNAS/ATP1A1/CALM1/VAMP2 10 hsa00860 Porphyrin and chlorophyll metabolism 4/914 43/5868 0.920065426108934 1 212/2990/1355/211 ALAS2/GUSB/COX15/ALAS1 4 hsa04350 TGF-beta signaling pathway 9/914 84/5868 0.923556697803606 1 9765/655/8454/3398/3397/4052/6667/6093/5516 ZFYVE16/BMP7/CUL1/ID2/ID1/LTBP1/SP1/ROCK1/PPP2CB 9 hsa04910 Insulin signaling pathway 16/914 138/5868 0.927360295216303 1 31/5590/5792/8651/3845/6464/1398/10211/6194/5170/5257/5770/2889/572/801/5499 ACACA/PRKCZ/PTPRF/SOCS1/KRAS/SHC1/CRK/FLOT1/RPS6/PDPK1/PHKB/PTPN1/RAPGEF1/BAD/CALM1/PPP1CA 16 hsa04660 T cell receptor signaling pathway 12/914 108/5868 0.928314605415122 1 3725/10725/2353/4775/4790/10451/4690/3845/4792/1739/4793/1432 JUN/NFAT5/FOS/NFATC3/NFKB1/VAV3/NCK1/KRAS/NFKBIA/DLG1/NFKBIB/MAPK14 12 hsa05014 Amyotrophic lateral sclerosis (ALS) 5/914 53/5868 0.931949006452469 1 5879/6647/572/54205/1432 RAC1/SOD1/BAD/CYCS/MAPK14 5 hsa03022 Basal transcription factors 3/914 36/5868 0.935038568801534 1 6883/6882/27097 TAF12/TAF11/TAF5L 3 hsa00360 Phenylalanine metabolism 1/914 17/5868 0.944016584551724 1 4282 MIF 1 hsa05217 Basal cell carcinoma 5/914 55/5868 0.944685558517567 1 2737/6934/8323/1499/1857 GLI3/TCF7L2/FZD6/CTNNB1/DVL3 5 hsa04974 Protein digestion and absorption 8/914 81/5868 0.950079991440933 1 7373/1282/54407/4311/3783/1284/1803/476 COL14A1/COL4A1/SLC38A2/MME/KCNN4/COL4A2/DPP4/ATP1A1 8 hsa04340 Hedgehog signaling pathway 5/914 56/5868 0.950210001713147 1 4036/655/2737/1453/1452 LRP2/BMP7/GLI3/CSNK1D/CSNK1A1 5 hsa05323 Rheumatoid arthritis 9/914 91/5868 0.95779125450849 1 3725/1514/2353/2321/537/245973/9550/525/8992 JUN/CTSL/FOS/FLT1/ATP6AP1/ATP6V1C2/ATP6V1G1/ATP6V1B1/ATP6V0E1 9 hsa04370 VEGF signaling pathway 7/914 76/5868 0.96321099528453 1 10725/4775/3845/5879/572/1432/3315 NFAT5/NFATC3/KRAS/RAC1/BAD/MAPK14/HSPB1 7 hsa00380 Tryptophan metabolism 3/914 42/5868 0.96937727937486 1 501/3030/1892 ALDH7A1/HADHA/ECHS1 3 hsa04960 Aldosterone-regulated sodium reabsorption 3/914 42/5868 0.96937727937486 1 3845/5170/476 KRAS/PDPK1/ATP1A1 3 hsa03320 PPAR signaling pathway 6/914 70/5868 0.971566541518553 1 11001/1376/4973/1622/5170/5468 SLC27A2/CPT2/OLR1/DBI/PDPK1/PPARG 6 hsa04720 Long-term potentiation 6/914 70/5868 0.971566541518553 1 2776/3845/818/4659/801/5499 GNAQ/KRAS/CAMK2G/PPP1R12A/CALM1/PPP1CA 6 hsa00980 Metabolism of xenobiotics by cytochrome P450 6/914 71/5868 0.974399815131241 1 4259/128/2950/2954/373156/2941 MGST3/ADH5/GSTP1/GSTZ1/GSTK1/GSTA4 6 hsa04622 RIG-I-like receptor signaling pathway 6/914 71/5868 0.974399815131241 1 4790/1654/4792/4793/1432/5300 NFKB1/DDX3X/NFKBIA/NFKBIB/MAPK14/PIN1 6 hsa00230 Purine metabolism 17/914 162/5868 0.977097472555113 1 548644/271/5150/5441/353/5471/132/5433/471/30833/5430/5558/5435/5425/11164/51728/1716 POLR2J3/AMPD2/PDE7A/POLR2L/APRT/PPAT/ADK/POLR2D/ATIC/NT5C/POLR2A/PRIM2/POLR2F/POLD2/NUDT5/POLR3K/DGUOK 17 hsa04140 Regulation of autophagy 2/914 34/5868 0.977282469321996 1 84938/23710 ATG4C/GABARAPL1 2 hsa00500 Starch and sucrose metabolism 4/914 54/5868 0.977408695442471 1 2548/178/2990/7360 GAA/AGL/GUSB/UGP2 4 hsa00982 Drug metabolism - cytochrome P450 6/914 73/5868 0.979299921005774 1 4259/128/2950/2954/373156/2941 MGST3/ADH5/GSTP1/GSTZ1/GSTK1/GSTA4 6 hsa05340 Primary immunodeficiency 2/914 35/5868 0.980351662899036 1 29760/8625 BLNK/RFXANK 2 hsa04623 Cytosolic DNA-sensing pathway 4/914 56/5868 0.982264847852713 1 4790/4792/4793/51728 NFKB1/NFKBIA/NFKBIB/POLR3K 4 hsa00565 Ether lipid metabolism 2/914 36/5868 0.983017139022418 1 8613/5049 PLPP3/PAFAH1B2 2 hsa04620 Toll-like receptor signaling pathway 9/914 102/5868 0.984697005421649 1 3725/10454/2353/7098/4790/5879/4792/3454/1432 JUN/TAB1/FOS/TLR3/NFKB1/RAC1/NFKBIA/IFNAR1/MAPK14 9 hsa00563 Glycosylphosphatidylinositol(GPI)-anchor biosynthesis 1/914 25/5868 0.985627295424432 1 51604 PIGT 1 hsa04950 Maturity onset diabetes of the young 1/914 25/5868 0.985627295424432 1 3280 HES1 1 hsa04920 Adipocytokine signaling pathway 5/914 68/5868 0.986905494054697 1 4790/4792/5781/4793/6513 NFKB1/NFKBIA/PTPN11/NFKBIB/SLC2A1 5 hsa00590 Arachidonic acid metabolism 4/914 59/5868 0.98773738656082 1 80142/9536/2053/2686 PTGES2/PTGES/EPHX2/GGT7 4 hsa00053 Ascorbate and aldarate metabolism 1/914 26/5868 0.987875567199559 1 501 ALDH7A1 1 hsa04210 Apoptosis 7/914 87/5868 0.987983157822726 1 8837/4790/9131/823/4792/572/54205 CFLAR/NFKB1/AIFM1/CAPN1/NFKBIA/BAD/CYCS 7 hsa04976 Bile secretion 5/914 71/5868 0.990792839486381 1 6548/2778/5243/476/6513 SLC9A1/GNAS/ABCB1/ATP1A1/SLC2A1 5 hsa04270 Vascular smooth muscle contraction 10/914 116/5868 0.99096140669303 1 2768/800/2776/2778/2767/6093/5583/4659/801/5499 GNA12/CALD1/GNAQ/GNAS/GNA11/ROCK1/PRKCH/PPP1R12A/CALM1/PPP1CA 10 hsa04010 MAPK signaling pathway 29/914 268/5868 0.991206786058421 1 3725/1956/5921/2768/10454/4216/1848/1852/2353/4616/11072/55970/3312/4790/3845/10746/5879/8491/4763/1398/22808/3727/5922/1847/6788/56940/1432/3315/1843 JUN/EGFR/RASA1/GNA12/TAB1/MAP3K4/DUSP6/DUSP9/FOS/GADD45B/DUSP14/GNG12/HSPA8/NFKB1/KRAS/MAP3K2/RAC1/MAP4K3/NF1/CRK/MRAS/JUND/RASA2/DUSP5/STK3/DUSP22/MAPK14/HSPB1/DUSP1 29 hsa04744 Phototransduction 1/914 29/5868 0.992723081788313 1 801 CALM1 1 hsa04020 Calcium signaling pathway 17/914 177/5868 0.992987062315209 1 490/1956/153/5025/291/2776/2778/292/2064/2767/7417/7416/818/5257/293/801/2065 ATP2B1/EGFR/ADRB1/P2RX4/SLC25A4/GNAQ/GNAS/SLC25A5/ERBB2/GNA11/VDAC2/VDAC1/CAMK2G/PHKB/SLC25A6/CALM1/ERBB3 17 hsa04630 Jak-STAT signaling pathway 14/914 155/5868 0.994422325564266 1 1441/3588/1438/595/896/10252/3977/8651/5618/3572/5781/200734/3459/3454 CSF3R/IL10RB/CSF2RA/CCND1/CCND3/SPRY1/LIFR/SOCS1/PRLR/IL6ST/PTPN11/SPRED2/IFNGR1/IFNAR1 14 hsa00140 Steroid hormone biosynthesis 3/914 56/5868 0.995282502578074 1 1312/3292/412 COMT/HSD17B1/STS 3 hsa00562 Inositol phosphate metabolism 3/914 57/5868 0.99589234739922 1 51477/79837/7167 ISYNA1/PIP4K2C/TPI1 3 hsa04070 Phosphatidylinositol signaling system 5/914 78/5868 0.996047247156326 1 79837/8527/1040/801/8760 PIP4K2C/DGKD/CDS1/CALM1/CDS2 5 hsa00514 Other types of O-glycan biosynthesis 2/914 46/5868 0.99616391178401 1 283464/2683 GXYLT1/B4GALT1 2 hsa04640 Hematopoietic cell lineage 6/914 88/5868 0.996172670623225 1 3655/4311/1441/1438/1604/100133941 ITGA6/MME/CSF3R/CSF2RA/CD55/CD24 6 hsa04930 Type II diabetes mellitus 2/914 48/5868 0.997166743340997 1 5590/8651 PRKCZ/SOCS1 2 hsa04062 Chemokine signaling pathway 17/914 189/5868 0.997494107258198 1 5590/2770/9564/56288/2787/55970/8976/2771/4790/10451/3845/5879/6093/6464/1398/4792/4793 PRKCZ/GNAI1/BCAR1/PARD3/GNG5/GNG12/WASL/GNAI2/NFKB1/VAV3/KRAS/RAC1/ROCK1/SHC1/CRK/NFKBIA/NFKBIB 17 hsa00983 Drug metabolism - other enzymes 2/914 52/5868 0.99846138444445 1 2990/7372 GUSB/UMPS 2 hsa04150 mTOR signaling pathway 2/914 52/5868 0.99846138444445 1 6194/5170 RPS6/PDPK1 2 hsa04664 Fc epsilon RI signaling pathway 4/914 79/5868 0.999095604754199 1 10451/3845/5879/1432 VAV3/KRAS/RAC1/MAPK14 4 hsa04972 Pancreatic secretion 6/914 101/5868 0.999206475945827 1 490/6548/2776/2778/5879/476 ATP2B1/SLC9A1/GNAQ/GNAS/RAC1/ATP1A1 6 hsa04610 Complement and coagulation cascades 3/914 69/5868 0.999249008351119 1 2153/4179/1604 F5/CD46/CD55 3 hsa04940 Type I diabetes mellitus 1/914 43/5868 0.999330673685644 1 3329 HSPD1 1 hsa02010 ABC transporters 1/914 44/5868 0.99943569759145 1 5243 ABCB1 1 hsa04973 Carbohydrate digestion and absorption 1/914 44/5868 0.99943569759145 1 476 ATP1A1 1 hsa04650 Natural killer cell mediated cytotoxicity 9/914 136/5868 0.999589040600163 1 10725/4775/10451/3845/5879/6464/5781/3459/3454 NFAT5/NFATC3/VAV3/KRAS/RAC1/SHC1/PTPN11/IFNGR1/IFNAR1 9 hsa04975 Fat digestion and absorption 1/914 46/5868 0.999598931760435 1 8613 PLPP3 1 hsa00830 Retinol metabolism 2/914 64/5868 0.999760848521244 1 128/8228 ADH5/PNPLA4 2 hsa04742 Taste transduction 1/914 52/5868 0.999856118859666 1 2778 GNAS 1 hsa00970 Aminoacyl-tRNA biosynthesis 1/914 63/5868 0.999978098437626 1 55699 IARS2 1 hsa05322 Systemic lupus erythematosus 5/914 136/5868 0.999998462684998 1 81/6634/6628/6741/87 ACTN4/SNRPD3/SNRPB/SSB/ACTN1 5 hsa04060 Cytokine-cytokine receptor interaction 13/914 265/5868 0.999999992639651 1 1956/1441/4233/655/3588/2321/1438/51330/3977/5618/3572/3459/3454 EGFR/CSF3R/MET/BMP7/IL10RB/FLT1/CSF2RA/TNFRSF12A/LIFR/PRLR/IL6ST/IFNGR1/IFNAR1 13 hsa04080 Neuroactive ligand-receptor interaction 8/914 272/5868 0.999999999999265 1 153/2564/5025/56288/5031/1140/5618/9294 ADRB1/GABRE/P2RX4/PARD3/P2RY6/CHRNB1/PRLR/S1PR2 8 hsa04740 Olfactory transduction 2/914 388/5868 1 1 818/801 CAMK2G/CALM1 2