ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 203/1226 423/7206 8.27954646096e-53 ko04724 Glutamatergic synapse 91/1226 152/7206 3.00203077014e-33 ko05033 Nicotine addiction 47/1226 56/7206 5.20945909804e-28 ko05032 Morphine addiction 69/1226 110/7206 3.59945737287e-27 ko04713 Circadian entrainment 77/1226 136/7206 4.94347850741e-26 ko04727 GABAergic synapse 67/1226 110/7206 2.48309596277e-25 ko04728 Dopaminergic synapse 88/1226 185/7206 1.67790628999e-22 ko04725 Cholinergic synapse 79/1226 160/7206 1.39992878909e-21 ko04721 Synaptic vesicle cycle 50/1226 80/7206 6.77480575005e-20 ko04024 cAMP signaling pathway 108/1226 279/7206 1.27017334303e-18 ko04723 Retrograde endocannabinoid signaling 79/1226 175/7206 1.41884952012e-18 ko04020 Calcium signaling pathway 101/1226 265/7206 5.3438858226e-17 ko04911 Insulin secretion 58/1226 117/7206 3.01522518711e-16 ko04726 Serotonergic synapse 63/1226 137/7206 1.60419369888e-15 ko04742 Taste transduction 37/1226 61/7206 1.90480016772e-14 ko04921 Oxytocin signaling pathway 81/1226 209/7206 3.10709521948e-14 ko04744 Phototransduction 26/1226 36/7206 3.53167845996e-13 ko04970 Salivary secretion 44/1226 95/7206 2.35094820928e-11 ko03040 Spliceosome 1/1226 145/7206 7.10708477328e-11 ko05031 Amphetamine addiction 42/1226 91/7206 7.7299617447e-11 ko04261 Adrenergic signaling in cardiomyocytes 73/1226 205/7206 7.7382136178e-11 ko04720 Long-term potentiation 43/1226 99/7206 5.11528913471e-10 ko04925 Aldosterone synthesis and secretion 43/1226 105/7206 7.33246821517e-09 ko04971 Gastric acid secretion 39/1226 98/7206 7.20561327621e-08 ko05203 Viral carcinogenesis 17/1226 277/7206 7.73439488143e-08 ko04740 Olfactory transduction 33/1226 80/7206 2.37196417631e-07 ko05322 Systemic lupus erythematosus 5/1226 151/7206 2.50531423948e-07 ko05030 Cocaine addiction 31/1226 73/7206 2.51811800766e-07 ko04022 cGMP-PKG signaling pathway 67/1226 216/7206 2.77830475778e-07 ko03013 RNA transport 7/1226 166/7206 5.68866984546e-07 ko05168 Herpes simplex infection 9/1226 182/7206 1.0888209324e-06 ko04360 Axon guidance 69/1226 233/7206 1.26250727399e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1226 74/7206 5.32750899367e-06 ko05164 Influenza A 9/1226 167/7206 8.95177161083e-06 ko04972 Pancreatic secretion 38/1226 111/7206 9.24226199123e-06 ko04070 Phosphatidylinositol signaling system 38/1226 112/7206 1.09063759579e-05 ko04514 Cell adhesion molecules (CAMs) 42/1226 130/7206 1.59752093684e-05 ko04966 Collecting duct acid secretion 14/1226 26/7206 2.00176558162e-05 ko04730 Long-term depression 29/1226 78/7206 2.23027695517e-05 ko04540 Gap junction 41/1226 128/7206 2.46836071199e-05 ko04060 Cytokine-cytokine receptor interaction 13/1226 191/7206 5.14096397285e-05 ko04924 Renin secretion 30/1226 86/7206 6.10267847607e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1226 79/7206 6.27918275781e-05 ko05414 Dilated cardiomyopathy 36/1226 112/7206 6.89649026116e-05 ko04010 MAPK signaling pathway 82/1226 321/7206 7.19055654732e-05 ko04014 Ras signaling pathway 73/1226 279/7206 8.60662403944e-05 ko04141 Protein processing in endoplasmic reticulum 13/1226 184/7206 9.26216885235e-05 ko04621 NOD-like receptor signaling pathway 10/1226 157/7206 9.69940182838e-05 ko04923 Regulation of lipolysis in adipocytes 27/1226 77/7206 0.000103251660285 ko04072 Phospholipase D signaling pathway 55/1226 197/7206 0.000104281169721 ko03008 Ribosome biogenesis in eukaryotes 2/1226 79/7206 0.000111367282952 ko04750 Inflammatory mediator regulation of TRP channels 38/1226 122/7206 0.000126291247746 ko04745 Phototransduction - fly 16/1226 38/7206 0.000233620401917 ko04976 Bile secretion 27/1226 80/7206 0.000242930974301 ko04120 Ubiquitin mediated proteolysis 9/1226 138/7206 0.000353868100079 ko04110 Cell cycle 10/1226 145/7206 0.000478616777074 ko05110 Vibrio cholerae infection 22/1226 63/7206 0.000543106012065 ko04915 Estrogen signaling pathway 38/1226 131/7206 0.00057746873002 ko04612 Antigen processing and presentation 3/1226 77/7206 0.000678789979114 ko05140 Leishmaniasis 3/1226 75/7206 0.000989584911237 ko05162 Measles 8/1226 120/7206 0.00129343960361 ko04626 Plant-pathogen interaction 9/1226 18/7206 0.00129757124618 ko04964 Proximal tubule bicarbonate reclamation 12/1226 29/7206 0.00168703431884 ko04260 Cardiac muscle contraction 29/1226 98/7206 0.00169983955662 ko05169 Epstein-Barr virus infection 19/1226 206/7206 0.00179622344502 ko05161 Hepatitis B 15/1226 173/7206 0.00201767777338 ko05205 Proteoglycans in cancer 28/1226 271/7206 0.00220384964634 ko04371 Apelin signaling pathway 46/1226 177/7206 0.00224045542743 ko04270 Vascular smooth muscle contraction 41/1226 154/7206 0.00227605447665 ko05410 Hypertrophic cardiomyopathy (HCM) 29/1226 100/7206 0.00283208326186 ko03420 Nucleotide excision repair 1/1226 46/7206 0.00284399109588 ko03022 Basal transcription factors 1/1226 44/7206 0.00426695277175 ko05144 Malaria 1/1226 45/7206 0.00434711771197 ko00071 Fatty acid degradation 1/1226 45/7206 0.00434711771197 ko04961 Endocrine and other factor-regulated calcium reabsorption 19/1226 59/7206 0.00446647039349 ko04622 RIG-I-like receptor signaling pathway 3/1226 62/7206 0.0062576005671 ko04146 Peroxisome 6/1226 89/7206 0.00662719049904 ko00310 Lysine degradation 4/1226 73/7206 0.00689546432137 ko04064 NF-kappa B signaling pathway 7/1226 96/7206 0.00877738733028 ko05133 Pertussis 6/1226 87/7206 0.00915357428076 ko04930 Type II diabetes mellitus 17/1226 54/7206 0.00944590345457 ko04610 Complement and coagulation cascades 5/1226 79/7206 0.00957338568318 ko00562 Inositol phosphate metabolism 25/1226 89/7206 0.00973922643929 ko04912 GnRH signaling pathway 32/1226 122/7206 0.0101258199131 ko04217 Necroptosis 18/1226 178/7206 0.0113410930628 ko05219 Bladder cancer 2/1226 48/7206 0.0117814889367 ko03018 RNA degradation 6/1226 84/7206 0.0124834158986 ko04710 Circadian rhythm 14/1226 43/7206 0.0125539991694 ko03410 Base excision repair 1/1226 38/7206 0.0149397495958 ko05131 Shigellosis 6/1226 82/7206 0.0171244729666 ko04214 Apoptosis - fly 5/1226 72/7206 0.0178778647416 ko00480 Glutathione metabolism 3/1226 55/7206 0.0182599122406 ko04115 p53 signaling pathway 5/1226 74/7206 0.0183242357395 ko04658 Th1 and Th2 cell differentiation 8/1226 96/7206 0.0197532321551 ko04918 Thyroid hormone synthesis 23/1226 86/7206 0.0204554642603 ko05166 HTLV-I infection 35/1226 292/7206 0.0207942047243 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1226 14/7206 0.0209027305769 ko04657 IL-17 signaling pathway 7/1226 87/7206 0.0214670196042 ko00860 Porphyrin and chlorophyll metabolism 1/1226 34/7206 0.0217074949213 ko00500 Starch and sucrose metabolism 1/1226 35/7206 0.0219070881684 ko04015 Rap1 signaling pathway 62/1226 278/7206 0.022278476715 ko04973 Carbohydrate digestion and absorption 13/1226 42/7206 0.0225157281952 ko05145 Toxoplasmosis 12/1226 126/7206 0.0225968847451 ko00590 Arachidonic acid metabolism 3/1226 52/7206 0.0258636864109 ko00280 Valine, leucine and isoleucine degradation 3/1226 54/7206 0.0268803293171 ko04932 Non-alcoholic fatty liver disease (NAFLD) 20/1226 182/7206 0.0276614131871 ko00240 Pyrimidine metabolism 10/1226 110/7206 0.0286409289761 ko05202 Transcriptional misregulation in cancer 21/1226 188/7206 0.0302109142067 ko04916 Melanogenesis 34/1226 142/7206 0.0317016047521 ko04922 Glucagon signaling pathway 31/1226 128/7206 0.0326420987371 ko03320 PPAR signaling pathway 5/1226 69/7206 0.0344721932345 ko05231 Choline metabolism in cancer 32/1226 134/7206 0.0367449655455 ko04114 Oocyte meiosis 33/1226 139/7206 0.0396290827699 ko00230 Purine metabolism 44/1226 194/7206 0.0413150975678 ko04213 Longevity regulating pathway - multiple species 22/1226 86/7206 0.042153035077 ko05206 MicroRNAs in cancer 20/1226 177/7206 0.0423426509284 ko04510 Focal adhesion 29/1226 240/7206 0.0439331706215 ko04062 Chemokine signaling pathway 45/1226 201/7206 0.0452509000091 ko04640 Hematopoietic cell lineage 5/1226 64/7206 0.0457198577131 ko04630 Jak-STAT signaling pathway 14/1226 132/7206 0.0469726597229 ko05320 Autoimmune thyroid disease 1/1226 29/7206 0.048336471987 ko05340 Primary immunodeficiency 1/1226 30/7206 0.0486662450545 ko05321 Inflammatory bowel disease (IBD) 4/1226 56/7206 0.0489279792922