ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 193/1255 423/7206 3.10612239501e-44 ko04724 Glutamatergic synapse 90/1255 152/7206 1.51841787791e-31 ko05033 Nicotine addiction 47/1255 56/7206 1.529491963e-27 ko05032 Morphine addiction 70/1255 110/7206 1.81737390833e-27 ko04713 Circadian entrainment 78/1255 136/7206 3.59033091062e-26 ko04727 GABAergic synapse 65/1255 110/7206 5.63425588726e-23 ko04725 Cholinergic synapse 80/1255 160/7206 1.28794494972e-21 ko04728 Dopaminergic synapse 85/1255 185/7206 7.70779128653e-20 ko04723 Retrograde endocannabinoid signaling 81/1255 175/7206 3.36791730555e-19 ko04020 Calcium signaling pathway 102/1255 265/7206 1.00263994451e-16 ko04024 cAMP signaling pathway 105/1255 279/7206 1.97628255633e-16 ko04911 Insulin secretion 58/1255 117/7206 9.12292902132e-16 ko04721 Synaptic vesicle cycle 45/1255 80/7206 3.7189597099e-15 ko04921 Oxytocin signaling pathway 82/1255 209/7206 3.17984473789e-14 ko04726 Serotonergic synapse 60/1255 137/7206 3.39992525368e-13 ko04742 Taste transduction 35/1255 61/7206 2.02433232929e-12 ko03040 Spliceosome 1/1255 145/7206 4.40592610326e-11 ko04720 Long-term potentiation 45/1255 99/7206 6.98536413312e-11 ko04261 Adrenergic signaling in cardiomyocytes 74/1255 205/7206 7.24714009116e-11 ko05031 Amphetamine addiction 42/1255 91/7206 1.66581416991e-10 ko04744 Phototransduction 23/1255 36/7206 6.61450203412e-10 ko03010 Ribosome 1/1255 129/7206 9.66618851846e-10 ko04970 Salivary secretion 41/1255 95/7206 3.36954307125e-09 ko04022 cGMP-PKG signaling pathway 72/1255 216/7206 8.50865727319e-09 ko04360 Axon guidance 76/1255 233/7206 1.03567480732e-08 ko04925 Aldosterone synthesis and secretion 43/1255 105/7206 1.12702665584e-08 ko03013 RNA transport 6/1255 166/7206 6.55599647681e-08 ko05322 Systemic lupus erythematosus 5/1255 151/7206 1.05886913647e-07 ko04014 Ras signaling pathway 82/1255 279/7206 4.59699376465e-07 ko04971 Gastric acid secretion 38/1255 98/7206 5.17656315408e-07 ko04010 MAPK signaling pathway 91/1255 321/7206 7.6995749271e-07 ko04070 Phosphatidylinositol signaling system 41/1255 112/7206 9.3975134963e-07 ko04072 Phospholipase D signaling pathway 61/1255 197/7206 2.25547446326e-06 ko04730 Long-term depression 31/1255 78/7206 2.72186013012e-06 ko04740 Olfactory transduction 31/1255 80/7206 4.74734279927e-06 ko05203 Viral carcinogenesis 22/1255 277/7206 5.18086206867e-06 ko05030 Cocaine addiction 29/1255 73/7206 5.94240502181e-06 ko05168 Herpes simplex infection 11/1255 182/7206 6.72295982085e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1255 74/7206 7.73268480619e-06 ko04745 Phototransduction - fly 18/1255 38/7206 1.9096976832e-05 ko04972 Pancreatic secretion 38/1255 111/7206 2.02981103748e-05 ko04514 Cell adhesion molecules (CAMs) 42/1255 130/7206 3.20803281911e-05 ko05164 Influenza A 11/1255 167/7206 4.9060563136e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1255 79/7206 7.01497470651e-05 ko04750 Inflammatory mediator regulation of TRP channels 39/1255 122/7206 8.79082018822e-05 ko04612 Antigen processing and presentation 2/1255 77/7206 0.00010638212526 ko04540 Gap junction 40/1255 128/7206 0.00013117005177 ko04270 Vascular smooth muscle contraction 45/1255 154/7206 0.000233670086574 ko04110 Cell cycle 10/1255 145/7206 0.000343493760393 ko04915 Estrogen signaling pathway 39/1255 131/7206 0.000424189104694 ko04930 Type II diabetes mellitus 20/1255 54/7206 0.000479480819331 ko04924 Renin secretion 28/1255 86/7206 0.000520573638386 ko04710 Circadian rhythm 17/1255 43/7206 0.000753198415417 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 26/1255 79/7206 0.000814168607249 ko04015 Rap1 signaling pathway 70/1255 278/7206 0.000893167232558 ko05162 Measles 8/1255 120/7206 0.000918895983258 ko05169 Epstein-Barr virus infection 19/1255 206/7206 0.00103835281766 ko04141 Protein processing in endoplasmic reticulum 16/1255 184/7206 0.00105855040306 ko04621 NOD-like receptor signaling pathway 13/1255 157/7206 0.00132584502236 ko05231 Choline metabolism in cancer 38/1255 134/7206 0.00170741927212 ko04916 Melanogenesis 39/1255 142/7206 0.00241623934825 ko04371 Apelin signaling pathway 47/1255 177/7206 0.00242517242662 ko04966 Collecting duct acid secretion 11/1255 26/7206 0.00257079736676 ko05144 Malaria 1/1255 45/7206 0.00277967438603 ko00071 Fatty acid degradation 1/1255 45/7206 0.00277967438603 ko03420 Nucleotide excision repair 1/1255 46/7206 0.00278716777799 ko05414 Dilated cardiomyopathy 32/1255 112/7206 0.00350449939899 ko03022 Basal transcription factors 1/1255 44/7206 0.00426151815023 ko04976 Bile secretion 24/1255 80/7206 0.00466917006653 ko04146 Peroxisome 6/1255 89/7206 0.00471216709086 ko04060 Cytokine-cytokine receptor interaction 19/1255 191/7206 0.00483095806347 ko04923 Regulation of lipolysis in adipocytes 23/1255 77/7206 0.00617189559371 ko05110 Vibrio cholerae infection 20/1255 63/7206 0.00656219275917 ko04610 Complement and coagulation cascades 5/1255 79/7206 0.00664738157761 ko04260 Cardiac muscle contraction 28/1255 98/7206 0.00668012433401 ko04626 Plant-pathogen interaction 8/1255 18/7206 0.0069610473734 ko04912 GnRH signaling pathway 33/1255 122/7206 0.00760743074265 ko03018 RNA degradation 6/1255 84/7206 0.00895884094093 ko03410 Base excision repair 1/1255 38/7206 0.0095023612579 ko04964 Proximal tubule bicarbonate reclamation 11/1255 29/7206 0.0107958674528 ko04960 Aldosterone-regulated sodium reabsorption 14/1255 41/7206 0.0109810523257 ko00260 Glycine, serine and threonine metabolism 2/1255 48/7206 0.011707451595 ko05230 Central carbon metabolism in cancer 23/1255 81/7206 0.0120694892739 ko04120 Ubiquitin mediated proteolysis 13/1255 138/7206 0.0120959574686 ko04115 p53 signaling pathway 5/1255 74/7206 0.0128305330769 ko05140 Leishmaniasis 5/1255 75/7206 0.013175638279 ko04961 Endocrine and other factor-regulated calcium reabsorption 18/1255 59/7206 0.0142442860434 ko04064 NF-kappa B signaling pathway 8/1255 96/7206 0.0145958700299 ko04672 Intestinal immune network for IgA production 1/1255 37/7206 0.0146161023786 ko04711 Circadian rhythm - fly 6/1255 13/7206 0.0155757021606 ko04217 Necroptosis 19/1255 178/7206 0.015899391315 ko04922 Glucagon signaling pathway 33/1255 128/7206 0.01792101887 ko00280 Valine, leucine and isoleucine degradation 3/1255 54/7206 0.0180449818807 ko04622 RIG-I-like receptor signaling pathway 4/1255 62/7206 0.0180862458125 ko05016 Huntington's disease 25/1255 215/7206 0.0222268581107 ko00500 Starch and sucrose metabolism 1/1255 35/7206 0.0223401100774 ko04142 Lysosome 16/1255 151/7206 0.0227806739392 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1255 14/7206 0.0233147249955 ko03320 PPAR signaling pathway 5/1255 69/7206 0.0243697789965 ko04113 Meiosis - yeast 5/1255 70/7206 0.0249730047715 ko01200 Carbon metabolism 13/1255 128/7206 0.0256001356777 ko00590 Arachidonic acid metabolism 3/1255 52/7206 0.0258592826817 ko04071 Sphingolipid signaling pathway 39/1255 162/7206 0.0276471989072 ko04918 Thyroid hormone synthesis 23/1255 86/7206 0.0306073535835 ko04114 Oocyte meiosis 34/1255 139/7206 0.0316499642404 ko05012 Parkinson's disease 17/1255 155/7206 0.031918114446 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1255 100/7206 0.0323967545596 ko05205 Proteoglycans in cancer 34/1255 271/7206 0.0333889836571 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1255 40/7206 0.0355351127184 ko05214 Glioma 21/1255 79/7206 0.0364980510124 ko00380 Tryptophan metabolism 3/1255 50/7206 0.0370522749586 ko04973 Carbohydrate digestion and absorption 13/1255 42/7206 0.0378711892986 ko04666 Fc gamma R-mediated phagocytosis 30/1255 122/7206 0.0404084992423 ko00240 Pyrimidine metabolism 11/1255 110/7206 0.0417459752025 ko00310 Lysine degradation 6/1255 73/7206 0.0420969026678 ko04657 IL-17 signaling pathway 8/1255 87/7206 0.0453525155573 ko00562 Inositol phosphate metabolism 23/1255 89/7206 0.0474173319026 ko05416 Viral myocarditis 4/1255 55/7206 0.0484895498124 ko05321 Inflammatory bowel disease (IBD) 4/1255 56/7206 0.0493486299069