ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 190/1149 423/7206 2.11469011413e-48 ko04724 Glutamatergic synapse 85/1149 152/7206 3.11148083347e-30 ko05033 Nicotine addiction 46/1149 56/7206 6.73610856741e-28 ko05032 Morphine addiction 63/1149 110/7206 2.02235110867e-23 ko04721 Synaptic vesicle cycle 52/1149 80/7206 3.86388408503e-23 ko04727 GABAergic synapse 60/1149 110/7206 7.03007114012e-21 ko04713 Circadian entrainment 68/1149 136/7206 1.05240303227e-20 ko04728 Dopaminergic synapse 82/1149 185/7206 1.84481509716e-20 ko04725 Cholinergic synapse 73/1149 160/7206 3.30013393243e-19 ko04024 cAMP signaling pathway 101/1149 279/7206 3.85752375743e-17 ko04723 Retrograde endocannabinoid signaling 72/1149 175/7206 5.93629897804e-16 ko04020 Calcium signaling pathway 94/1149 265/7206 1.8824874552e-15 ko04742 Taste transduction 36/1149 61/7206 1.8139798953e-14 ko04726 Serotonergic synapse 58/1149 137/7206 9.95641369888e-14 ko04921 Oxytocin signaling pathway 76/1149 209/7206 3.18028350162e-13 ko04911 Insulin secretion 51/1149 117/7206 8.10395376018e-13 ko04744 Phototransduction 24/1149 36/7206 1.05602788432e-11 ko04261 Adrenergic signaling in cardiomyocytes 70/1149 205/7206 8.52736090213e-11 ko05031 Amphetamine addiction 40/1149 91/7206 1.80319655323e-10 ko04720 Long-term potentiation 42/1149 99/7206 2.48007695021e-10 ko03040 Spliceosome 1/1149 145/7206 5.2492262568e-10 ko05203 Viral carcinogenesis 13/1149 277/7206 4.58084227026e-09 ko04970 Salivary secretion 38/1149 95/7206 1.2857420819e-08 ko04360 Axon guidance 70/1149 233/7206 4.55184707804e-08 ko05168 Herpes simplex infection 6/1149 182/7206 8.61520848679e-08 ko04966 Collecting duct acid secretion 16/1149 26/7206 1.71179847441e-07 ko04971 Gastric acid secretion 36/1149 98/7206 4.27196589671e-07 ko04740 Olfactory transduction 31/1149 80/7206 6.48991275924e-07 ko04060 Cytokine-cytokine receptor interaction 9/1149 191/7206 1.7604603252e-06 ko04621 NOD-like receptor signaling pathway 6/1149 157/7206 2.38902270654e-06 ko03013 RNA transport 7/1149 166/7206 2.80905863461e-06 ko05164 Influenza A 7/1149 167/7206 2.84288539523e-06 ko04925 Aldosterone synthesis and secretion 36/1149 105/7206 2.85645218906e-06 ko04022 cGMP-PKG signaling pathway 61/1149 216/7206 4.34766713324e-06 ko05322 Systemic lupus erythematosus 6/1149 151/7206 4.95399772033e-06 ko04514 Cell adhesion molecules (CAMs) 41/1149 130/7206 8.46636868118e-06 ko04010 MAPK signaling pathway 81/1149 321/7206 1.10037040638e-05 ko05030 Cocaine addiction 27/1149 73/7206 1.24320326159e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 27/1149 74/7206 1.51953928756e-05 ko04924 Renin secretion 30/1149 86/7206 1.72311737408e-05 ko04120 Ubiquitin mediated proteolysis 6/1149 138/7206 3.03197888996e-05 ko04070 Phosphatidylinositol signaling system 35/1149 112/7206 4.16070459934e-05 ko04110 Cell cycle 7/1149 145/7206 4.80084824085e-05 ko04141 Protein processing in endoplasmic reticulum 11/1149 184/7206 5.65562903845e-05 ko04730 Long-term depression 27/1149 78/7206 5.74065349806e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1149 79/7206 6.56449984907e-05 ko05169 Epstein-Barr virus infection 14/1149 206/7206 9.76608195529e-05 ko04745 Phototransduction - fly 16/1149 38/7206 0.00010633874866 ko04972 Pancreatic secretion 34/1149 111/7206 0.000109141685171 ko04064 NF-kappa B signaling pathway 3/1149 96/7206 0.000110552596944 ko04014 Ras signaling pathway 69/1149 279/7206 0.000112046176544 ko04260 Cardiac muscle contraction 31/1149 98/7206 0.000122280439519 ko04540 Gap junction 37/1149 128/7206 0.000204025218678 ko04610 Complement and coagulation cascades 2/1149 79/7206 0.000269489541031 ko03008 Ribosome biogenesis in eukaryotes 2/1149 79/7206 0.000269489541031 ko05140 Leishmaniasis 2/1149 75/7206 0.000387237299382 ko04612 Antigen processing and presentation 2/1149 77/7206 0.00041271336742 ko05161 Hepatitis B 12/1149 173/7206 0.000477926605219 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1149 14/7206 0.000496628516684 ko05414 Dilated cardiomyopathy 32/1149 112/7206 0.000618764593198 ko05205 Proteoglycans in cancer 24/1149 271/7206 0.000681241101171 ko05110 Vibrio cholerae infection 21/1149 63/7206 0.000708047282599 ko04964 Proximal tubule bicarbonate reclamation 12/1149 29/7206 0.000936441446522 ko05162 Measles 7/1149 120/7206 0.0010025885088 ko04072 Phospholipase D signaling pathway 49/1149 197/7206 0.00104220079403 ko00480 Glutathione metabolism 1/1149 55/7206 0.00132754723839 ko04976 Bile secretion 24/1149 80/7206 0.00172740930727 ko04961 Endocrine and other factor-regulated calcium reabsorption 19/1149 59/7206 0.00184504628841 ko00590 Arachidonic acid metabolism 1/1149 52/7206 0.00199489971217 ko04330 Notch signaling pathway 2/1149 62/7206 0.00270127162116 ko04214 Apoptosis - fly 3/1149 72/7206 0.00319480841434 ko05166 HTLV-I infection 29/1149 292/7206 0.00321840060597 ko00562 Inositol phosphate metabolism 25/1149 89/7206 0.00322657586424 ko00310 Lysine degradation 3/1149 73/7206 0.00326160956404 ko00240 Pyrimidine metabolism 7/1149 110/7206 0.00361039915543 ko04750 Inflammatory mediator regulation of TRP channels 32/1149 122/7206 0.00373113697788 ko04626 Plant-pathogen interaction 8/1149 18/7206 0.00398307045221 ko04146 Peroxisome 5/1149 89/7206 0.00511746927198 ko04915 Estrogen signaling pathway 33/1149 131/7206 0.0054046233517 ko04371 Apelin signaling pathway 42/1149 177/7206 0.00656497367273 ko03022 Basal transcription factors 1/1149 44/7206 0.00676167254138 ko00071 Fatty acid degradation 1/1149 45/7206 0.00680065774471 ko01524 Platinum drug resistance 4/1149 76/7206 0.00695692485775 ko03420 Nucleotide excision repair 1/1149 46/7206 0.00707691921808 ko04922 Glucagon signaling pathway 32/1149 128/7206 0.00709376979887 ko04210 Apoptosis 16/1149 180/7206 0.00712232387311 ko04657 IL-17 signaling pathway 5/1149 87/7206 0.00723665135963 ko04668 TNF signaling pathway 9/1149 120/7206 0.00803298639901 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1149 100/7206 0.00859038253862 ko05321 Inflammatory bowel disease (IBD) 2/1149 56/7206 0.00886799319781 ko05145 Toxoplasmosis 10/1149 126/7206 0.0133344452163 ko00330 Arginine and proline metabolism 3/1149 61/7206 0.0133598619391 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1149 182/7206 0.0133797871587 ko04622 RIG-I-like receptor signaling pathway 3/1149 62/7206 0.0135068527971 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1149 40/7206 0.0152774374265 ko00140 Steroid hormone biosynthesis 1/1149 41/7206 0.0159536679019 ko04217 Necroptosis 17/1149 178/7206 0.0167843874221 ko05206 MicroRNAs in cancer 17/1149 177/7206 0.0167847069404 ko05133 Pertussis 6/1149 87/7206 0.017709381101 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1149 92/7206 0.0215530449977 ko00910 Nitrogen metabolism 7/1149 19/7206 0.0222657218688 ko00982 Drug metabolism - cytochrome P450 1/1149 37/7206 0.0225849533869 ko00630 Glyoxylate and dicarboxylate metabolism 1/1149 38/7206 0.0232779716741 ko03410 Base excision repair 1/1149 38/7206 0.0232779716741 ko03018 RNA degradation 6/1149 84/7206 0.0239381011997 ko04115 p53 signaling pathway 5/1149 74/7206 0.0254325376073 ko04923 Regulation of lipolysis in adipocytes 20/1149 77/7206 0.026699878335 ko05418 Fluid shear stress and atherosclerosis 17/1149 173/7206 0.0267039250441 ko00260 Glycine, serine and threonine metabolism 2/1149 48/7206 0.0268391870495 ko05131 Shigellosis 6/1149 82/7206 0.0324583483499 ko04973 Carbohydrate digestion and absorption 12/1149 42/7206 0.0332731107468 ko00500 Starch and sucrose metabolism 1/1149 35/7206 0.0340944395881 ko05016 Huntington's disease 23/1149 215/7206 0.036836040096 ko04640 Hematopoietic cell lineage 4/1149 64/7206 0.037438973036 ko00280 Valine, leucine and isoleucine degradation 3/1149 54/7206 0.0380962331489 ko05144 Malaria 2/1149 45/7206 0.0381067142483 ko00512 Mucin type O-glycan biosynthesis 9/1149 29/7206 0.0381936065822 ko05222 Small cell lung cancer 7/1149 89/7206 0.0399337595917 ko04350 TGF-beta signaling pathway 9/1149 103/7206 0.042090876002 ko05231 Choline metabolism in cancer 30/1149 134/7206 0.0431824570856 ko05202 Transcriptional misregulation in cancer 20/1149 188/7206 0.0434271906657 ko04912 GnRH signaling pathway 28/1149 122/7206 0.0447340702422 ko03320 PPAR signaling pathway 5/1149 69/7206 0.0469501694337 ko04658 Th1 and Th2 cell differentiation 8/1149 96/7206 0.0478323393193 ko04510 Focal adhesion 27/1149 240/7206 0.0479578321939 ko05200 Pathways in cancer 63/1149 492/7206 0.0480795251102 ko05215 Prostate cancer 10/1149 111/7206 0.0489060098192