ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 203/1223 423/7206 5.37548307905e-53 ko05033 Nicotine addiction 50/1223 56/7206 1.49446934016e-32 ko04724 Glutamatergic synapse 89/1223 152/7206 1.41648246128e-31 ko05032 Morphine addiction 70/1223 110/7206 3.49319800861e-28 ko04727 GABAergic synapse 68/1223 110/7206 2.62223651594e-26 ko04713 Circadian entrainment 76/1223 136/7206 2.79144499574e-25 ko04728 Dopaminergic synapse 87/1223 185/7206 6.59006483951e-22 ko04725 Cholinergic synapse 77/1223 160/7206 2.90425912944e-20 ko04721 Synaptic vesicle cycle 50/1223 80/7206 6.06709585122e-20 ko04723 Retrograde endocannabinoid signaling 78/1223 175/7206 5.13871060025e-18 ko04024 cAMP signaling pathway 106/1223 279/7206 1.37297115699e-17 ko04020 Calcium signaling pathway 100/1223 265/7206 1.96321609692e-16 ko04911 Insulin secretion 57/1223 117/7206 1.32931248204e-15 ko04742 Taste transduction 38/1223 61/7206 2.18832043024e-15 ko04726 Serotonergic synapse 59/1223 137/7206 4.10626155581e-13 ko04921 Oxytocin signaling pathway 78/1223 209/7206 7.93057481361e-13 ko04261 Adrenergic signaling in cardiomyocytes 77/1223 205/7206 8.7579414508e-13 ko04744 Phototransduction 25/1223 36/7206 3.96601095693e-12 ko05031 Amphetamine addiction 43/1223 91/7206 1.59684929051e-11 ko04720 Long-term potentiation 45/1223 99/7206 2.83364131481e-11 ko04360 Axon guidance 81/1223 233/7206 2.86066099438e-11 ko03040 Spliceosome 1/1223 145/7206 7.13032642724e-11 ko04970 Salivary secretion 42/1223 95/7206 3.83987657137e-10 ko04740 Olfactory transduction 36/1223 80/7206 3.87354968495e-09 ko05203 Viral carcinogenesis 15/1223 277/7206 6.53397679312e-09 ko04925 Aldosterone synthesis and secretion 41/1223 105/7206 5.28689847435e-08 ko05030 Cocaine addiction 32/1223 73/7206 6.15024517514e-08 ko03013 RNA transport 6/1223 166/7206 1.55854873517e-07 ko05168 Herpes simplex infection 8/1223 182/7206 3.38202123665e-07 ko04060 Cytokine-cytokine receptor interaction 9/1223 191/7206 3.86574165934e-07 ko04971 Gastric acid secretion 37/1223 98/7206 8.33071175415e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1223 74/7206 1.23083529736e-06 ko04022 cGMP-PKG signaling pathway 65/1223 216/7206 1.24529080553e-06 ko05322 Systemic lupus erythematosus 6/1223 151/7206 1.49461216573e-06 ko04010 MAPK signaling pathway 87/1223 321/7206 2.96081054557e-06 ko05164 Influenza A 9/1223 167/7206 8.94723461314e-06 ko04610 Complement and coagulation cascades 1/1223 79/7206 1.26962307798e-05 ko04924 Renin secretion 31/1223 86/7206 1.67073749086e-05 ko04141 Protein processing in endoplasmic reticulum 12/1223 184/7206 3.70202266815e-05 ko04120 Ubiquitin mediated proteolysis 7/1223 138/7206 4.575619536e-05 ko04745 Phototransduction - fly 17/1223 38/7206 5.75606647806e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1223 79/7206 6.05381900638e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1223 59/7206 6.13798986318e-05 ko04540 Gap junction 40/1223 128/7206 6.61528790226e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1223 79/7206 0.000110791827858 ko05140 Leishmaniasis 2/1223 75/7206 0.000162697475551 ko04014 Ras signaling pathway 72/1223 279/7206 0.000164674402865 ko04972 Pancreatic secretion 35/1223 111/7206 0.00016662213294 ko05414 Dilated cardiomyopathy 35/1223 112/7206 0.000183149219005 ko04070 Phosphatidylinositol signaling system 35/1223 112/7206 0.000183149219005 ko04514 Cell adhesion molecules (CAMs) 39/1223 130/7206 0.0002109310036 ko05205 Proteoglycans in cancer 25/1223 271/7206 0.000268744857758 ko04260 Cardiac muscle contraction 31/1223 98/7206 0.000336593139464 ko04621 NOD-like receptor signaling pathway 11/1223 157/7206 0.000342370067285 ko04730 Long-term depression 26/1223 78/7206 0.000375045345156 ko04932 Non-alcoholic fatty liver disease (NAFLD) 14/1223 182/7206 0.00040959850791 ko00240 Pyrimidine metabolism 6/1223 110/7206 0.000464516992318 ko04966 Collecting duct acid secretion 12/1223 26/7206 0.000504849920176 ko05110 Vibrio cholerae infection 22/1223 63/7206 0.000531009381122 ko04146 Peroxisome 4/1223 89/7206 0.000550827615943 ko04750 Inflammatory mediator regulation of TRP channels 36/1223 122/7206 0.00055726659706 ko04612 Antigen processing and presentation 3/1223 77/7206 0.000681927965294 ko04072 Phospholipase D signaling pathway 52/1223 197/7206 0.000701617982694 ko04976 Bile secretion 26/1223 80/7206 0.000759689063288 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1223 14/7206 0.000769158017161 ko00480 Glutathione metabolism 1/1223 55/7206 0.00084462900272 ko04064 NF-kappa B signaling pathway 5/1223 96/7206 0.000873288735597 ko05169 Epstein-Barr virus infection 18/1223 206/7206 0.000905049654576 ko04371 Apelin signaling pathway 47/1223 177/7206 0.00110034963569 ko04640 Hematopoietic cell lineage 2/1223 64/7206 0.0011830347538 ko00590 Arachidonic acid metabolism 1/1223 52/7206 0.00125104090376 ko05162 Measles 8/1223 120/7206 0.00129264678777 ko04915 Estrogen signaling pathway 37/1223 131/7206 0.00133610467661 ko00330 Arginine and proline metabolism 2/1223 61/7206 0.00173215687119 ko05161 Hepatitis B 15/1223 173/7206 0.00202302576886 ko04110 Cell cycle 12/1223 145/7206 0.00345212070256 ko01200 Carbon metabolism 10/1223 128/7206 0.00403895207019 ko03022 Basal transcription factors 1/1223 44/7206 0.00427790691761 ko05144 Malaria 1/1223 45/7206 0.00433898587208 ko03420 Nucleotide excision repair 1/1223 46/7206 0.00458269338004 ko03018 RNA degradation 5/1223 84/7206 0.00490771462311 ko04923 Regulation of lipolysis in adipocytes 23/1223 77/7206 0.00527449485863 ko04626 Plant-pathogen interaction 8/1223 18/7206 0.00592101193629 ko04622 RIG-I-like receptor signaling pathway 3/1223 62/7206 0.00627781678689 ko00983 Drug metabolism - other enzymes 1/1223 42/7206 0.00644670730148 ko04214 Apoptosis - fly 4/1223 72/7206 0.00667356875159 ko05131 Shigellosis 5/1223 82/7206 0.00696380598498 ko04658 Th1 and Th2 cell differentiation 7/1223 96/7206 0.00876434614977 ko04657 IL-17 signaling pathway 6/1223 87/7206 0.00914754123617 ko05133 Pertussis 6/1223 87/7206 0.00914754123617 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1223 40/7206 0.00977506374709 ko00380 Tryptophan metabolism 2/1223 50/7206 0.0122625237234 ko00982 Drug metabolism - cytochrome P450 1/1223 37/7206 0.0145178051346 ko03410 Base excision repair 1/1223 38/7206 0.0149009733533 ko04620 Toll-like receptor signaling pathway 8/1223 100/7206 0.0149717138437 ko00620 Pyruvate metabolism 2/1223 46/7206 0.0171668519893 ko04015 Rap1 signaling pathway 62/1223 278/7206 0.0180972476061 ko04115 p53 signaling pathway 5/1223 74/7206 0.0182577582797 ko05321 Inflammatory bowel disease (IBD) 3/1223 56/7206 0.0185745980341 ko04964 Proximal tubule bicarbonate reclamation 10/1223 29/7206 0.0216691168456 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1223 100/7206 0.0216879472777 ko00640 Propanoate metabolism 1/1223 34/7206 0.0217572362229 ko05145 Toxoplasmosis 12/1223 126/7206 0.0226078826278 ko04217 Necroptosis 19/1223 178/7206 0.0255072920347 ko00071 Fatty acid degradation 2/1223 45/7206 0.025822591567 ko04630 Jak-STAT signaling pathway 13/1223 132/7206 0.025922820618 ko00280 Valine, leucine and isoleucine degradation 3/1223 54/7206 0.0267778229701 ko04912 GnRH signaling pathway 30/1223 122/7206 0.0283284414526 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 9/1223 26/7206 0.0306011375337 ko01524 Platinum drug resistance 6/1223 76/7206 0.0312519646442 ko04916 Melanogenesis 34/1223 142/7206 0.0313785774047 ko05016 Huntington's disease 25/1223 215/7206 0.0336894845534 ko04391 Hippo signaling pathway - fly 23/1223 90/7206 0.0339747365769 ko04210 Apoptosis 20/1223 180/7206 0.0343337831537 ko00140 Steroid hormone biosynthesis 2/1223 41/7206 0.0360067342383 ko04142 Lysosome 16/1223 151/7206 0.0367398579173 ko04668 TNF signaling pathway 12/1223 120/7206 0.0373619821299 ko04918 Thyroid hormone synthesis 22/1223 86/7206 0.0418018369788 ko05320 Autoimmune thyroid disease 1/1223 29/7206 0.0484265188718