ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 198/1230 423/7206 4.81779739368e-49 ko04724 Glutamatergic synapse 90/1230 152/7206 2.99961637037e-32 ko05033 Nicotine addiction 48/1230 56/7206 2.2387418976e-29 ko05032 Morphine addiction 71/1230 110/7206 5.51284050338e-29 ko04713 Circadian entrainment 77/1230 136/7206 6.15964853127e-26 ko04727 GABAergic synapse 65/1230 110/7206 1.77088655991e-23 ko04728 Dopaminergic synapse 85/1230 185/7206 1.98673334716e-20 ko04725 Cholinergic synapse 76/1230 160/7206 1.95742703627e-19 ko04721 Synaptic vesicle cycle 49/1230 80/7206 6.41623430316e-19 ko04723 Retrograde endocannabinoid signaling 78/1230 175/7206 7.27426123123e-18 ko04024 cAMP signaling pathway 106/1230 279/7206 1.69333087405e-17 ko04020 Calcium signaling pathway 98/1230 265/7206 2.44218831214e-15 ko04744 Phototransduction 27/1230 36/7206 2.82691475829e-14 ko04911 Insulin secretion 55/1230 117/7206 3.77563368995e-14 ko04921 Oxytocin signaling pathway 80/1230 209/7206 1.01432781215e-13 ko04742 Taste transduction 35/1230 61/7206 1.10099733233e-12 ko04726 Serotonergic synapse 58/1230 137/7206 2.01363116652e-12 ko04261 Adrenergic signaling in cardiomyocytes 76/1230 205/7206 4.63753994049e-12 ko03040 Spliceosome 1/1230 145/7206 7.15473496692e-11 ko05031 Amphetamine addiction 42/1230 91/7206 8.60623565552e-11 ko04970 Salivary secretion 42/1230 95/7206 4.61434193648e-10 ko04720 Long-term potentiation 43/1230 99/7206 5.68848269531e-10 ko04360 Axon guidance 77/1230 233/7206 1.45781204847e-09 ko05203 Viral carcinogenesis 17/1230 277/7206 5.41797622995e-08 ko04925 Aldosterone synthesis and secretion 41/1230 105/7206 6.15507971414e-08 ko04971 Gastric acid secretion 38/1230 98/7206 2.32404967009e-07 ko04740 Olfactory transduction 33/1230 80/7206 2.5665018695e-07 ko04022 cGMP-PKG signaling pathway 67/1230 216/7206 2.97450611691e-07 ko03013 RNA transport 7/1230 166/7206 5.69179555274e-07 ko05322 Systemic lupus erythematosus 6/1230 151/7206 9.8115706079e-07 ko05030 Cocaine addiction 30/1230 73/7206 9.87586598238e-07 ko05168 Herpes simplex infection 9/1230 182/7206 1.09684622494e-06 ko04060 Cytokine-cytokine receptor interaction 10/1230 191/7206 1.2054302799e-06 ko04070 Phosphatidylinositol signaling system 40/1230 112/7206 1.54360161532e-06 ko04924 Renin secretion 33/1230 86/7206 1.92220962281e-06 ko05164 Influenza A 8/1230 167/7206 1.96264099378e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1230 74/7206 2.28749002537e-06 ko04010 MAPK signaling pathway 87/1230 321/7206 4.37296680362e-06 ko04514 Cell adhesion molecules (CAMs) 41/1230 130/7206 4.69403119182e-05 ko04745 Phototransduction - fly 17/1230 38/7206 6.20468095155e-05 ko04972 Pancreatic secretion 36/1230 111/7206 6.21646570993e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1230 79/7206 6.59735256798e-05 ko04072 Phospholipase D signaling pathway 56/1230 197/7206 6.86595085098e-05 ko04141 Protein processing in endoplasmic reticulum 13/1230 184/7206 9.2537044866e-05 ko04621 NOD-like receptor signaling pathway 10/1230 157/7206 9.6332857452e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1230 79/7206 0.000112395972436 ko04110 Cell cycle 9/1230 145/7206 0.000132768745313 ko05140 Leishmaniasis 2/1230 75/7206 0.000160533810358 ko04923 Regulation of lipolysis in adipocytes 27/1230 77/7206 0.000172736124595 ko05414 Dilated cardiomyopathy 35/1230 112/7206 0.000194990647333 ko05205 Proteoglycans in cancer 25/1230 271/7206 0.000268815125505 ko05161 Hepatitis B 13/1230 173/7206 0.000312130686691 ko04120 Ubiquitin mediated proteolysis 9/1230 138/7206 0.00035194274727 ko04730 Long-term depression 26/1230 78/7206 0.000399934898843 ko04612 Antigen processing and presentation 3/1230 77/7206 0.000675777582146 ko05169 Epstein-Barr virus infection 18/1230 206/7206 0.000681343534101 ko04064 NF-kappa B signaling pathway 5/1230 96/7206 0.000877640759572 ko04260 Cardiac muscle contraction 30/1230 98/7206 0.000975689532893 ko04640 Hematopoietic cell lineage 2/1230 64/7206 0.00119004981222 ko05162 Measles 8/1230 120/7206 0.00129781197813 ko04961 Endocrine and other factor-regulated calcium reabsorption 20/1230 59/7206 0.0014589654427 ko04014 Ras signaling pathway 68/1230 279/7206 0.00149402519617 ko04976 Bile secretion 25/1230 80/7206 0.00152899710364 ko04371 Apelin signaling pathway 47/1230 177/7206 0.00157287777898 ko04540 Gap junction 36/1230 128/7206 0.00183389436612 ko05110 Vibrio cholerae infection 21/1230 63/7206 0.00193063436468 ko04966 Collecting duct acid secretion 11/1230 26/7206 0.0021755346471 ko04146 Peroxisome 5/1230 89/7206 0.00251954760745 ko03420 Nucleotide excision repair 1/1230 46/7206 0.00282819436616 ko04750 Inflammatory mediator regulation of TRP channels 34/1230 122/7206 0.00324960194658 ko05321 Inflammatory bowel disease (IBD) 2/1230 56/7206 0.00375114679543 ko00480 Glutathione metabolism 2/1230 55/7206 0.00375514063198 ko03022 Basal transcription factors 1/1230 44/7206 0.00425537024989 ko05144 Malaria 1/1230 45/7206 0.00436121074771 ko00071 Fatty acid degradation 1/1230 45/7206 0.00436121074771 ko00240 Pyrimidine metabolism 8/1230 110/7206 0.00454883922726 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1230 14/7206 0.00467803063922 ko00310 Lysine degradation 4/1230 73/7206 0.00468194808416 ko04115 p53 signaling pathway 4/1230 74/7206 0.00468799810152 ko04915 Estrogen signaling pathway 35/1230 131/7206 0.00471999923845 ko05131 Shigellosis 5/1230 82/7206 0.00480828151679 ko04964 Proximal tubule bicarbonate reclamation 11/1230 29/7206 0.00594570682139 ko04626 Plant-pathogen interaction 8/1230 18/7206 0.00613727563313 ko04622 RIG-I-like receptor signaling pathway 3/1230 62/7206 0.00623655712633 ko05410 Hypertrophic cardiomyopathy (HCM) 28/1230 100/7206 0.00679321435363 ko00590 Arachidonic acid metabolism 2/1230 52/7206 0.00829673544531 ko04658 Th1 and Th2 cell differentiation 7/1230 96/7206 0.00880715049937 ko04657 IL-17 signaling pathway 6/1230 87/7206 0.00917314116537 ko05133 Pertussis 6/1230 87/7206 0.00917314116537 ko00330 Arginine and proline metabolism 3/1230 61/7206 0.00919931459797 ko03320 PPAR signaling pathway 4/1230 69/7206 0.00935692250893 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1230 40/7206 0.00980693684213 ko05215 Prostate cancer 9/1230 111/7206 0.0103662614678 ko00260 Glycine, serine and threonine metabolism 2/1230 48/7206 0.0117449091014 ko05219 Bladder cancer 2/1230 48/7206 0.0117449091014 ko03018 RNA degradation 6/1230 84/7206 0.0124827808921 ko04710 Circadian rhythm 14/1230 43/7206 0.0127471195925 ko05231 Choline metabolism in cancer 34/1230 134/7206 0.0143599220597 ko00982 Drug metabolism - cytochrome P450 1/1230 37/7206 0.0144975750798 ko03410 Base excision repair 1/1230 38/7206 0.0149985987905 ko04620 Toll-like receptor signaling pathway 8/1230 100/7206 0.0150895702059 ko04932 Non-alcoholic fatty liver disease (NAFLD) 19/1230 182/7206 0.0161558102766 ko05166 HTLV-I infection 35/1230 292/7206 0.0171099239402 ko04214 Apoptosis - fly 5/1230 72/7206 0.0178267240269 ko00280 Valine, leucine and isoleucine degradation 3/1230 54/7206 0.0182528255757 ko04217 Necroptosis 19/1230 178/7206 0.0201023976117 ko04918 Thyroid hormone synthesis 23/1230 86/7206 0.0208278080513 ko00500 Starch and sucrose metabolism 1/1230 35/7206 0.021936032804 ko04510 Focal adhesion 28/1230 240/7206 0.0230496651752 ko04922 Glucagon signaling pathway 32/1230 128/7206 0.0234502015204 ko04630 Jak-STAT signaling pathway 13/1230 132/7206 0.02592524857 ko04930 Type II diabetes mellitus 16/1230 54/7206 0.0270326310167 ko04270 Vascular smooth muscle contraction 37/1230 154/7206 0.0295761158322 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1230 15/7206 0.0303777563974 ko04916 Melanogenesis 34/1230 142/7206 0.0321787503468 ko00562 Inositol phosphate metabolism 23/1230 89/7206 0.0329300049277 ko04210 Apoptosis 20/1230 180/7206 0.0344804869414 ko04140 Autophagy - animal 18/1230 164/7206 0.03549236275 ko00140 Steroid hormone biosynthesis 2/1230 41/7206 0.0359639428819 ko00380 Tryptophan metabolism 3/1230 50/7206 0.0365789292643 ko04912 GnRH signaling pathway 30/1230 122/7206 0.0379929395498 ko05132 Salmonella infection 9/1230 98/7206 0.0413157301223 ko05145 Toxoplasmosis 13/1230 126/7206 0.0420080244852 ko04218 Cellular senescence 20/1230 177/7206 0.0424290813475 ko05320 Autoimmune thyroid disease 1/1230 29/7206 0.0482284370747 ko05340 Primary immunodeficiency 1/1230 30/7206 0.0487075662668