ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 191/1184 423/7206 5.66443780095e-47 ko04724 Glutamatergic synapse 88/1184 152/7206 8.06766278e-32 ko05033 Nicotine addiction 46/1184 56/7206 2.60140965105e-27 ko05032 Morphine addiction 67/1184 110/7206 3.02284356495e-26 ko04713 Circadian entrainment 75/1184 136/7206 2.17090813341e-25 ko04727 GABAergic synapse 64/1184 110/7206 1.47849459084e-23 ko04721 Synaptic vesicle cycle 53/1184 80/7206 1.6120993758e-23 ko04728 Dopaminergic synapse 85/1184 185/7206 1.47769655623e-21 ko04725 Cholinergic synapse 77/1184 160/7206 3.75731267824e-21 ko04723 Retrograde endocannabinoid signaling 77/1184 175/7206 3.01555603765e-18 ko04742 Taste transduction 39/1184 61/7206 8.0850802623e-17 ko04024 cAMP signaling pathway 102/1184 279/7206 1.08335865638e-16 ko04020 Calcium signaling pathway 98/1184 265/7206 1.61629543799e-16 ko04921 Oxytocin signaling pathway 83/1184 209/7206 2.92408288153e-16 ko04911 Insulin secretion 57/1184 117/7206 2.93717614595e-16 ko04726 Serotonergic synapse 62/1184 137/7206 1.25706747259e-15 ko04720 Long-term potentiation 45/1184 99/7206 9.01844485281e-12 ko04261 Adrenergic signaling in cardiomyocytes 73/1184 205/7206 1.13226368815e-11 ko05031 Amphetamine addiction 42/1184 91/7206 2.4299847638e-11 ko04970 Salivary secretion 43/1184 95/7206 3.12458692972e-11 ko03040 Spliceosome 1/1184 145/7206 1.92258021506e-10 ko04744 Phototransduction 22/1184 36/7206 1.70708163328e-09 ko04925 Aldosterone synthesis and secretion 41/1184 105/7206 2.49791131481e-08 ko04022 cGMP-PKG signaling pathway 67/1184 216/7206 6.43226485475e-08 ko04971 Gastric acid secretion 38/1184 98/7206 9.98672386538e-08 ko04360 Axon guidance 70/1184 233/7206 1.27746561937e-07 ko05203 Viral carcinogenesis 17/1184 277/7206 2.21684581355e-07 ko03013 RNA transport 7/1184 166/7206 1.28330043775e-06 ko04010 MAPK signaling pathway 86/1184 321/7206 1.4458068857e-06 ko04966 Collecting duct acid secretion 15/1184 26/7206 2.01010043226e-06 ko05168 Herpes simplex infection 9/1184 182/7206 2.36690571816e-06 ko04924 Renin secretion 32/1184 86/7206 2.61747916188e-06 ko05322 Systemic lupus erythematosus 6/1184 151/7206 3.39892727469e-06 ko04972 Pancreatic secretion 38/1184 111/7206 3.59297637449e-06 ko04060 Cytokine-cytokine receptor interaction 10/1184 191/7206 3.74682685725e-06 ko04070 Phosphatidylinositol signaling system 38/1184 112/7206 4.37686237523e-06 ko04740 Olfactory transduction 30/1184 80/7206 4.69762451194e-06 ko05164 Influenza A 8/1184 167/7206 6.34619005903e-06 ko04514 Cell adhesion molecules (CAMs) 42/1184 130/7206 6.45456327295e-06 ko05030 Cocaine addiction 28/1184 73/7206 7.11289268838e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1184 74/7206 8.67773511484e-06 ko04540 Gap junction 41/1184 128/7206 1.02268722824e-05 ko04621 NOD-like receptor signaling pathway 8/1184 157/7206 2.60136374316e-05 ko04730 Long-term depression 28/1184 78/7206 3.51367980782e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1184 79/7206 9.48310287476e-05 ko04110 Cell cycle 8/1184 145/7206 9.73377736769e-05 ko05110 Vibrio cholerae infection 23/1184 63/7206 0.000100202604148 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1184 59/7206 0.000111071939842 ko04745 Phototransduction - fly 16/1184 38/7206 0.000153418860164 ko04610 Complement and coagulation cascades 2/1184 79/7206 0.000172754487329 ko03008 Ribosome biogenesis in eukaryotes 2/1184 79/7206 0.000172754487329 ko04072 Phospholipase D signaling pathway 53/1184 197/7206 0.000182121526674 ko04976 Bile secretion 27/1184 80/7206 0.000183169598577 ko04141 Protein processing in endoplasmic reticulum 13/1184 184/7206 0.00024717270413 ko05414 Dilated cardiomyopathy 34/1184 112/7206 0.000248282721845 ko04120 Ubiquitin mediated proteolysis 8/1184 138/7206 0.000269039884676 ko04014 Ras signaling pathway 69/1184 279/7206 0.000271179349957 ko04750 Inflammatory mediator regulation of TRP channels 36/1184 122/7206 0.000285040429344 ko04964 Proximal tubule bicarbonate reclamation 13/1184 29/7206 0.000302346521925 ko05169 Epstein-Barr virus infection 16/1184 206/7206 0.000370542926532 ko04064 NF-kappa B signaling pathway 4/1184 96/7206 0.0004117085152 ko04260 Cardiac muscle contraction 30/1184 98/7206 0.000473348527616 ko04915 Estrogen signaling pathway 37/1184 131/7206 0.000737384402674 ko04146 Peroxisome 4/1184 89/7206 0.000822096303418 ko04371 Apelin signaling pathway 46/1184 177/7206 0.000958092977628 ko04626 Plant-pathogen interaction 9/1184 18/7206 0.00100032205097 ko04612 Antigen processing and presentation 3/1184 77/7206 0.00102774065096 ko05205 Proteoglycans in cancer 26/1184 271/7206 0.0014217395147 ko05140 Leishmaniasis 3/1184 75/7206 0.0014900826997 ko05162 Measles 8/1184 120/7206 0.00256926627725 ko00240 Pyrimidine metabolism 7/1184 110/7206 0.00258275633695 ko00330 Arginine and proline metabolism 2/1184 61/7206 0.00265759592031 ko04923 Regulation of lipolysis in adipocytes 23/1184 77/7206 0.0029090269808 ko05161 Hepatitis B 15/1184 173/7206 0.00356244704442 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1184 14/7206 0.00374456875299 ko03420 Nucleotide excision repair 1/1184 46/7206 0.00440955646996 ko04217 Necroptosis 16/1184 178/7206 0.00543638671206 ko00562 Inositol phosphate metabolism 25/1184 89/7206 0.0056012709885 ko00480 Glutathione metabolism 2/1184 55/7206 0.00566001974346 ko05321 Inflammatory bowel disease (IBD) 2/1184 56/7206 0.00573096075496 ko04640 Hematopoietic cell lineage 3/1184 64/7206 0.00643872761069 ko03022 Basal transcription factors 1/1184 44/7206 0.00671077489584 ko05144 Malaria 1/1184 45/7206 0.0070737440732 ko00071 Fatty acid degradation 1/1184 45/7206 0.0070737440732 ko05145 Toxoplasmosis 10/1184 126/7206 0.00729934003419 ko04270 Vascular smooth muscle contraction 38/1184 154/7206 0.00797520591331 ko00590 Arachidonic acid metabolism 2/1184 52/7206 0.00830210919299 ko04622 RIG-I-like receptor signaling pathway 3/1184 62/7206 0.00919675367753 ko04912 GnRH signaling pathway 31/1184 122/7206 0.00950246060792 ko00140 Steroid hormone biosynthesis 1/1184 41/7206 0.00993718133693 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1184 40/7206 0.00994452072374 ko00310 Lysine degradation 4/1184 73/7206 0.00996930878554 ko04916 Melanogenesis 35/1184 142/7206 0.0113570779387 ko04657 IL-17 signaling pathway 6/1184 87/7206 0.0127757331659 ko05133 Pertussis 6/1184 87/7206 0.0127757331659 ko05231 Choline metabolism in cancer 33/1184 134/7206 0.0131348653447 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1184 100/7206 0.0137587740963 ko03410 Base excision repair 1/1184 38/7206 0.0148132036207 ko03018 RNA degradation 6/1184 84/7206 0.0173730535288 ko00260 Glycine, serine and threonine metabolism 2/1184 48/7206 0.0176045676477 ko01524 Platinum drug resistance 5/1184 76/7206 0.0184391563166 ko04210 Apoptosis 18/1184 180/7206 0.0186166183587 ko04973 Carbohydrate digestion and absorption 13/1184 42/7206 0.019072341825 ko04710 Circadian rhythm 13/1184 43/7206 0.0215432213329 ko04922 Glucagon signaling pathway 31/1184 128/7206 0.021629338943 ko04975 Fat digestion and absorption 1/1184 35/7206 0.0221985165813 ko00982 Drug metabolism - cytochrome P450 1/1184 37/7206 0.0230220408919 ko04630 Jak-STAT signaling pathway 12/1184 132/7206 0.0234287277816 ko05131 Shigellosis 6/1184 82/7206 0.0236390891112 ko05166 HTLV-I infection 34/1184 292/7206 0.023774927987 ko04214 Apoptosis - fly 5/1184 72/7206 0.0250159091857 ko04932 Non-alcoholic fatty liver disease (NAFLD) 19/1184 182/7206 0.0256187338095 ko04115 p53 signaling pathway 5/1184 74/7206 0.0256572570501 ko04062 Chemokine signaling pathway 45/1184 201/7206 0.0259537615666 ko00280 Valine, leucine and isoleucine degradation 3/1184 54/7206 0.0263580010329 ko04918 Thyroid hormone synthesis 22/1184 86/7206 0.0273829891288 ko05222 Small cell lung cancer 7/1184 89/7206 0.0296002204437 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1184 92/7206 0.0327762056831 ko03320 PPAR signaling pathway 5/1184 69/7206 0.0341952116979 ko04658 Th1 and Th2 cell differentiation 8/1184 96/7206 0.0360979153501 ko00983 Drug metabolism - other enzymes 2/1184 42/7206 0.0365879991309 ko04330 Notch signaling pathway 4/1184 62/7206 0.036806359568 ko04114 Oocyte meiosis 32/1184 139/7206 0.0376914773832 ko04930 Type II diabetes mellitus 15/1184 54/7206 0.0397282803193 ko04722 Neurotrophin signaling pathway 36/1184 160/7206 0.0403218538817 ko04620 Toll-like receptor signaling pathway 9/1184 100/7206 0.0415401226833 ko04510 Focal adhesion 28/1184 240/7206 0.0416466811609 ko04015 Rap1 signaling pathway 58/1184 278/7206 0.0473072342768 ko04711 Circadian rhythm - fly 5/1184 13/7206 0.0483194722263 ko05340 Primary immunodeficiency 1/1184 30/7206 0.0491112684442