ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 220/1352 423/7206 2.636949563e-57 ko04724 Glutamatergic synapse 96/1352 152/7206 3.8923182833e-34 ko05033 Nicotine addiction 50/1352 56/7206 2.18348448687e-30 ko05032 Morphine addiction 74/1352 110/7206 3.67876324442e-29 ko04713 Circadian entrainment 84/1352 136/7206 5.97065266375e-29 ko04727 GABAergic synapse 71/1352 110/7206 2.48733098247e-26 ko04721 Synaptic vesicle cycle 55/1352 80/7206 1.16233456933e-22 ko04020 Calcium signaling pathway 116/1352 265/7206 1.98330383344e-21 ko04728 Dopaminergic synapse 91/1352 185/7206 2.02208763166e-21 ko04725 Cholinergic synapse 81/1352 160/7206 3.53807006305e-20 ko04024 cAMP signaling pathway 115/1352 279/7206 8.27532294033e-19 ko04723 Retrograde endocannabinoid signaling 82/1352 175/7206 9.26011332061e-18 ko04911 Insulin secretion 62/1352 117/7206 5.67776110832e-17 ko04726 Serotonergic synapse 68/1352 137/7206 1.52369504936e-16 ko04921 Oxytocin signaling pathway 89/1352 209/7206 7.26131520466e-16 ko04742 Taste transduction 40/1352 61/7206 1.03836921248e-15 ko04744 Phototransduction 29/1352 36/7206 1.39162545889e-15 ko04970 Salivary secretion 50/1352 95/7206 8.89889525965e-14 ko04720 Long-term potentiation 51/1352 99/7206 1.53380713846e-13 ko05031 Amphetamine addiction 47/1352 91/7206 1.2371576589e-12 ko03040 Spliceosome 1/1352 145/7206 3.30797556521e-12 ko04740 Olfactory transduction 42/1352 80/7206 9.81201086127e-12 ko04261 Adrenergic signaling in cardiomyocytes 78/1352 205/7206 6.57232197013e-11 ko04925 Aldosterone synthesis and secretion 47/1352 105/7206 9.92339513907e-10 ko04022 cGMP-PKG signaling pathway 77/1352 216/7206 2.59759942345e-09 ko04971 Gastric acid secretion 44/1352 98/7206 3.45025996725e-09 ko05203 Viral carcinogenesis 18/1352 277/7206 3.93035677064e-09 ko04360 Axon guidance 80/1352 233/7206 1.01413163942e-08 ko05168 Herpes simplex infection 8/1352 182/7206 1.22291611085e-08 ko04540 Gap junction 51/1352 128/7206 2.87178506176e-08 ko03013 RNA transport 7/1352 166/7206 3.11208193873e-08 ko04730 Long-term depression 34/1352 78/7206 4.39694828015e-07 ko05322 Systemic lupus erythematosus 7/1352 151/7206 4.47017608169e-07 ko04060 Cytokine-cytokine receptor interaction 12/1352 191/7206 7.6832901828e-07 ko05030 Cocaine addiction 32/1352 73/7206 9.11620424721e-07 ko04966 Collecting duct acid secretion 16/1352 26/7206 1.71452444654e-06 ko04972 Pancreatic secretion 42/1352 111/7206 1.92868591867e-06 ko04924 Renin secretion 35/1352 86/7206 2.06278006341e-06 ko05164 Influenza A 10/1352 167/7206 2.77308752594e-06 ko04070 Phosphatidylinositol signaling system 42/1352 112/7206 3.62424751567e-06 ko04141 Protein processing in endoplasmic reticulum 13/1352 184/7206 8.39467354076e-06 ko04621 NOD-like receptor signaling pathway 10/1352 157/7206 1.09770500573e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 26/1352 59/7206 1.1122461464e-05 ko04745 Phototransduction - fly 19/1352 38/7206 1.27024426807e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1352 74/7206 1.38943610808e-05 ko04010 MAPK signaling pathway 91/1352 321/7206 1.95370610147e-05 ko05169 Epstein-Barr virus infection 17/1352 206/7206 2.66981780643e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1352 79/7206 2.88959099985e-05 ko04976 Bile secretion 31/1352 80/7206 3.23316718157e-05 ko04750 Inflammatory mediator regulation of TRP channels 42/1352 122/7206 3.2603887991e-05 ko04514 Cell adhesion molecules (CAMs) 44/1352 130/7206 3.49042554003e-05 ko04120 Ubiquitin mediated proteolysis 9/1352 138/7206 5.87968382294e-05 ko04964 Proximal tubule bicarbonate reclamation 15/1352 29/7206 6.35781033648e-05 ko04260 Cardiac muscle contraction 35/1352 98/7206 6.69144000699e-05 ko04371 Apelin signaling pathway 55/1352 177/7206 8.02806708718e-05 ko04626 Plant-pathogen interaction 11/1352 18/7206 8.46251652606e-05 ko05110 Vibrio cholerae infection 25/1352 63/7206 0.000115520084747 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 29/1352 79/7206 0.000206269168939 ko04110 Cell cycle 11/1352 145/7206 0.000220033216161 ko05162 Measles 8/1352 120/7206 0.00022021673999 ko04014 Ras signaling pathway 77/1352 279/7206 0.000222655923602 ko04072 Phospholipase D signaling pathway 58/1352 197/7206 0.000272687123219 ko05414 Dilated cardiomyopathy 37/1352 112/7206 0.000327622872194 ko04146 Peroxisome 5/1352 89/7206 0.000539442923685 ko04923 Regulation of lipolysis in adipocytes 27/1352 77/7206 0.000613481362117 ko04064 NF-kappa B signaling pathway 6/1352 96/7206 0.000837749177941 ko04915 Estrogen signaling pathway 40/1352 131/7206 0.000971718274585 ko04612 Antigen processing and presentation 4/1352 77/7206 0.00102667368157 ko05205 Proteoglycans in cancer 31/1352 271/7206 0.00111096826167 ko00240 Pyrimidine metabolism 8/1352 110/7206 0.00119390411696 ko05140 Leishmaniasis 4/1352 75/7206 0.00149384857435 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1352 14/7206 0.00153736774737 ko00520 Amino sugar and nucleotide sugar metabolism 2/1352 55/7206 0.00155159429891 ko00480 Glutathione metabolism 2/1352 55/7206 0.00155159429891 ko03022 Basal transcription factors 1/1352 44/7206 0.00169758886947 ko05144 Malaria 1/1352 45/7206 0.00169828902702 ko00071 Fatty acid degradation 1/1352 45/7206 0.00169828902702 ko03420 Nucleotide excision repair 1/1352 46/7206 0.00179497252961 ko04214 Apoptosis - fly 4/1352 72/7206 0.00210235587893 ko05145 Toxoplasmosis 11/1352 126/7206 0.00254842009648 ko04622 RIG-I-like receptor signaling pathway 3/1352 62/7206 0.00277621442112 ko04610 Complement and coagulation cascades 5/1352 79/7206 0.00326514606308 ko04912 GnRH signaling pathway 36/1352 122/7206 0.00334671208731 ko03018 RNA degradation 6/1352 84/7206 0.00445538600566 ko04270 Vascular smooth muscle contraction 43/1352 154/7206 0.00470383506459 ko04918 Thyroid hormone synthesis 27/1352 86/7206 0.00491522454566 ko04922 Glucagon signaling pathway 37/1352 128/7206 0.00571237179179 ko05166 HTLV-I infection 37/1352 292/7206 0.00575153625163 ko05321 Inflammatory bowel disease (IBD) 3/1352 56/7206 0.00577519740247 ko00630 Glyoxylate and dicarboxylate metabolism 1/1352 38/7206 0.00591005805961 ko00310 Lysine degradation 5/1352 73/7206 0.00620107035497 ko05131 Shigellosis 6/1352 82/7206 0.00623864895005 ko04115 p53 signaling pathway 5/1352 74/7206 0.00634341806831 ko05161 Hepatitis B 19/1352 173/7206 0.00746542159485 ko04658 Th1 and Th2 cell differentiation 8/1352 96/7206 0.0078427942897 ko04657 IL-17 signaling pathway 7/1352 87/7206 0.00811025892254 ko05133 Pertussis 7/1352 87/7206 0.00811025892254 ko04620 Toll-like receptor signaling pathway 9/1352 100/7206 0.00952468434394 ko01524 Platinum drug resistance 6/1352 76/7206 0.0116157381732 ko04210 Apoptosis 21/1352 180/7206 0.0117930196266 ko00590 Arachidonic acid metabolism 3/1352 52/7206 0.0119253706227 ko04916 Melanogenesis 39/1352 142/7206 0.0120001704759 ko04668 TNF signaling pathway 12/1352 120/7206 0.0126972289317 ko05132 Salmonella infection 9/1352 98/7206 0.0127672282378 ko05231 Choline metabolism in cancer 37/1352 134/7206 0.0134125089972 ko05410 Hypertrophic cardiomyopathy (HCM) 29/1352 100/7206 0.0134611852737 ko05222 Small cell lung cancer 8/1352 89/7206 0.0138674973554 ko04217 Necroptosis 21/1352 178/7206 0.0148182070272 ko04015 Rap1 signaling pathway 68/1352 278/7206 0.0151127686785 ko00562 Inositol phosphate metabolism 26/1352 89/7206 0.0191334851313 ko04932 Non-alcoholic fatty liver disease (NAFLD) 22/1352 182/7206 0.0205205871737 ko00290 Valine, leucine and isoleucine biosynthesis 3/1352 4/7206 0.0226667252048 ko05418 Fluid shear stress and atherosclerosis 21/1352 173/7206 0.0231025634605 ko04640 Hematopoietic cell lineage 5/1352 64/7206 0.0232427722555 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1352 40/7206 0.0236339851573 ko04973 Carbohydrate digestion and absorption 14/1352 42/7206 0.0264859806231 ko05215 Prostate cancer 12/1352 111/7206 0.0275611727057 ko05214 Glioma 23/1352 79/7206 0.0282997684094 ko05320 Autoimmune thyroid disease 1/1352 29/7206 0.0306560985084 ko04630 Jak-STAT signaling pathway 15/1352 132/7206 0.0316910902303 ko00330 Arginine and proline metabolism 5/1352 61/7206 0.0317725700403 ko00280 Valine, leucine and isoleucine degradation 4/1352 54/7206 0.0340157003017 ko00982 Drug metabolism - cytochrome P450 2/1352 37/7206 0.0340718180066 ko03410 Base excision repair 2/1352 38/7206 0.0346629542135 ko04978 Mineral absorption 13/1352 40/7206 0.0392085270757 ko05217 Basal cell carcinoma 6/1352 68/7206 0.0407271628442 ko04350 TGF-beta signaling pathway 11/1352 103/7206 0.0407661293551 ko04960 Aldosterone-regulated sodium reabsorption 13/1352 41/7206 0.0431871301554 ko01212 Fatty acid metabolism 5/1352 60/7206 0.0443125912443