ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 217/1327 423/7206 1.1744452657e-56 ko04724 Glutamatergic synapse 94/1327 152/7206 4.77136492077e-33 ko05033 Nicotine addiction 50/1327 56/7206 8.65165973509e-31 ko04713 Circadian entrainment 82/1327 136/7206 7.94258609425e-28 ko05032 Morphine addiction 72/1327 110/7206 8.70264023696e-28 ko04727 GABAergic synapse 69/1327 110/7206 4.96217547017e-25 ko04721 Synaptic vesicle cycle 55/1327 80/7206 4.52409895007e-23 ko04020 Calcium signaling pathway 113/1327 265/7206 1.33441001867e-20 ko04728 Dopaminergic synapse 88/1327 185/7206 4.44090230788e-20 ko04725 Cholinergic synapse 78/1327 160/7206 1.02451103151e-18 ko04024 cAMP signaling pathway 113/1327 279/7206 2.06150233512e-18 ko04723 Retrograde endocannabinoid signaling 80/1327 175/7206 4.59763701454e-17 ko04742 Taste transduction 40/1327 61/7206 5.30825482483e-16 ko04911 Insulin secretion 60/1327 117/7206 5.56867313413e-16 ko04744 Phototransduction 29/1327 36/7206 8.28661457801e-16 ko04921 Oxytocin signaling pathway 88/1327 209/7206 8.62919874936e-16 ko04726 Serotonergic synapse 64/1327 137/7206 1.92750523052e-14 ko04970 Salivary secretion 49/1327 95/7206 2.07829412176e-13 ko04720 Long-term potentiation 50/1327 99/7206 3.40809639819e-13 ko04740 Olfactory transduction 43/1327 80/7206 9.94858039464e-13 ko04261 Adrenergic signaling in cardiomyocytes 80/1327 205/7206 2.78975858737e-12 ko05031 Amphetamine addiction 46/1327 91/7206 2.92537311662e-12 ko03040 Spliceosome 1/1327 145/7206 5.63264421555e-12 ko05203 Viral carcinogenesis 17/1327 277/7206 2.85220480284e-09 ko05168 Herpes simplex infection 7/1327 182/7206 4.81023424418e-09 ko04925 Aldosterone synthesis and secretion 45/1327 105/7206 5.2468830251e-09 ko04971 Gastric acid secretion 43/1327 98/7206 6.31028391075e-09 ko04022 cGMP-PKG signaling pathway 75/1327 216/7206 6.47290773965e-09 ko04360 Axon guidance 78/1327 233/7206 2.28844453071e-08 ko03013 RNA transport 7/1327 166/7206 7.19470868217e-08 ko04540 Gap junction 49/1327 128/7206 1.00147116447e-07 ko04924 Renin secretion 36/1327 86/7206 3.6182417893e-07 ko04060 Cytokine-cytokine receptor interaction 11/1327 191/7206 3.74981125665e-07 ko05030 Cocaine addiction 32/1327 73/7206 4.35278794346e-07 ko04120 Ubiquitin mediated proteolysis 6/1327 138/7206 1.19918806895e-06 ko04966 Collecting duct acid secretion 16/1327 26/7206 1.32060814618e-06 ko05164 Influenza A 9/1327 167/7206 1.33920095629e-06 ko05322 Systemic lupus erythematosus 8/1327 151/7206 3.45247754973e-06 ko04141 Protein processing in endoplasmic reticulum 12/1327 184/7206 4.43421451692e-06 ko04260 Cardiac muscle contraction 37/1327 98/7206 5.16636375025e-06 ko05169 Epstein-Barr virus infection 15/1327 206/7206 6.20480027529e-06 ko04745 Phototransduction - fly 19/1327 38/7206 9.58217399195e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1327 74/7206 1.17694353478e-05 ko04621 NOD-like receptor signaling pathway 10/1327 157/7206 1.60820107388e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 25/1327 59/7206 2.21249518196e-05 ko05110 Vibrio cholerae infection 26/1327 63/7206 2.21298318223e-05 ko05162 Measles 6/1327 120/7206 2.37601149635e-05 ko04730 Long-term depression 30/1327 78/7206 2.62466947577e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1327 79/7206 2.79896064076e-05 ko04514 Cell adhesion molecules (CAMs) 44/1327 130/7206 2.84335138737e-05 ko04972 Pancreatic secretion 39/1327 111/7206 3.18508332634e-05 ko04750 Inflammatory mediator regulation of TRP channels 41/1327 122/7206 4.87773641105e-05 ko04064 NF-kappa B signaling pathway 4/1327 96/7206 5.18740969519e-05 ko04976 Bile secretion 30/1327 80/7206 5.65876894207e-05 ko05140 Leishmaniasis 2/1327 75/7206 6.42092613703e-05 ko04626 Plant-pathogen interaction 11/1327 18/7206 7.07187100334e-05 ko04010 MAPK signaling pathway 87/1327 321/7206 8.72476078999e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 29/1327 79/7206 0.00010587356671 ko05205 Proteoglycans in cancer 27/1327 271/7206 0.000117149696478 ko04110 Cell cycle 10/1327 145/7206 0.000123527931036 ko04371 Apelin signaling pathway 53/1327 177/7206 0.000165681665537 ko05414 Dilated cardiomyopathy 37/1327 112/7206 0.000184129497792 ko04070 Phosphatidylinositol signaling system 37/1327 112/7206 0.000184129497792 ko00520 Amino sugar and nucleotide sugar metabolism 1/1327 55/7206 0.00032463789363 ko04915 Estrogen signaling pathway 41/1327 131/7206 0.000355258025747 ko04964 Proximal tubule bicarbonate reclamation 13/1327 29/7206 0.000949591969692 ko05161 Hepatitis B 16/1327 173/7206 0.000981308756691 ko04612 Antigen processing and presentation 4/1327 77/7206 0.00103971059991 ko04610 Complement and coagulation cascades 4/1327 79/7206 0.00107593865878 ko04014 Ras signaling pathway 73/1327 279/7206 0.00117458951225 ko00240 Pyrimidine metabolism 8/1327 110/7206 0.00118061015535 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1327 14/7206 0.00135282741776 ko01524 Platinum drug resistance 4/1327 76/7206 0.00150685016264 ko05321 Inflammatory bowel disease (IBD) 2/1327 56/7206 0.00158569328701 ko03018 RNA degradation 5/1327 84/7206 0.00160436304026 ko00071 Fatty acid degradation 1/1327 45/7206 0.00172696835937 ko03420 Nucleotide excision repair 1/1327 46/7206 0.0017449419612 ko05131 Shigellosis 5/1327 82/7206 0.00228842346674 ko04146 Peroxisome 6/1327 89/7206 0.00230807300333 ko00480 Glutathione metabolism 2/1327 55/7206 0.002416734299 ko03022 Basal transcription factors 1/1327 44/7206 0.00267803680688 ko04072 Phospholipase D signaling pathway 53/1327 197/7206 0.00276393204806 ko04622 RIG-I-like receptor signaling pathway 3/1327 62/7206 0.00279146781517 ko04270 Vascular smooth muscle contraction 43/1327 154/7206 0.00315862746201 ko04214 Apoptosis - fly 4/1327 72/7206 0.00316590516336 ko04657 IL-17 signaling pathway 6/1327 87/7206 0.00321881355961 ko05145 Toxoplasmosis 11/1327 126/7206 0.00348237685595 ko00590 Arachidonic acid metabolism 2/1327 52/7206 0.00349238001486 ko04916 Melanogenesis 40/1327 142/7206 0.00419379095359 ko04912 GnRH signaling pathway 35/1327 122/7206 0.00460092942779 ko04620 Toll-like receptor signaling pathway 8/1327 100/7206 0.0058441128958 ko00630 Glyoxylate and dicarboxylate metabolism 1/1327 38/7206 0.00604571201517 ko04668 TNF signaling pathway 11/1327 120/7206 0.00613828516928 ko04115 p53 signaling pathway 5/1327 74/7206 0.00629470097589 ko04923 Regulation of lipolysis in adipocytes 24/1327 77/7206 0.00703642063532 ko04658 Th1 and Th2 cell differentiation 8/1327 96/7206 0.00772319804073 ko05166 HTLV-I infection 37/1327 292/7206 0.00866928399427 ko04630 Jak-STAT signaling pathway 13/1327 132/7206 0.00880624153441 ko04640 Hematopoietic cell lineage 4/1327 64/7206 0.0088200817252 ko05410 Hypertrophic cardiomyopathy (HCM) 29/1327 100/7206 0.00893258474016 ko00310 Lysine degradation 5/1327 73/7206 0.00899806118145 ko05144 Malaria 2/1327 45/7206 0.0111270234292 ko04922 Glucagon signaling pathway 35/1327 128/7206 0.0111896093466 ko00330 Arginine and proline metabolism 4/1327 61/7206 0.0123988056194 ko04932 Non-alcoholic fatty liver disease (NAFLD) 21/1327 182/7206 0.0150707515848 ko04918 Thyroid hormone synthesis 25/1327 86/7206 0.01634374059 ko04974 Protein digestion and absorption 27/1327 96/7206 0.016927674812 ko05418 Fluid shear stress and atherosclerosis 20/1327 173/7206 0.0169747504129 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 10/1327 26/7206 0.0181309920598 ko05215 Prostate cancer 11/1327 111/7206 0.0185161125062 ko05222 Small cell lung cancer 8/1327 89/7206 0.0188046125071 ko00290 Valine, leucine and isoleucine biosynthesis 3/1327 4/7206 0.0214964405926 ko04015 Rap1 signaling pathway 66/1327 278/7206 0.0220573357015 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1327 40/7206 0.0237012137589 ko04140 Autophagy - animal 19/1327 164/7206 0.02435941585 ko05133 Pertussis 8/1327 87/7206 0.025153287527 ko05320 Autoimmune thyroid disease 1/1327 29/7206 0.0310827032541 ko04210 Apoptosis 22/1327 180/7206 0.0316525096836 ko04330 Notch signaling pathway 5/1327 62/7206 0.0321217749668 ko00600 Sphingolipid metabolism 5/1327 63/7206 0.0323961332233 ko00280 Valine, leucine and isoleucine degradation 4/1327 54/7206 0.0339717445433 ko03410 Base excision repair 2/1327 38/7206 0.0345053356103 ko05132 Salmonella infection 10/1327 98/7206 0.0351337812317 ko04978 Mineral absorption 13/1327 40/7206 0.0373988744044 ko05206 MicroRNAs in cancer 22/1327 177/7206 0.0388346285734 ko04217 Necroptosis 22/1327 178/7206 0.0391168221989 ko05034 Alcoholism 56/1327 238/7206 0.0413314904355 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1327 15/7206 0.0426178774564 ko04142 Lysosome 18/1327 151/7206 0.0429959110412 ko05212 Pancreatic cancer 8/1327 83/7206 0.044647701198 ko04114 Oocyte meiosis 35/1327 139/7206 0.0459834965084 ko00500 Starch and sucrose metabolism 2/1327 35/7206 0.0499129553209