ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 187/1135 423/7206 3.5068651794e-47 ko04724 Glutamatergic synapse 83/1135 152/7206 6.14859147567e-29 ko05033 Nicotine addiction 46/1135 56/7206 3.87537734508e-28 ko05032 Morphine addiction 63/1135 110/7206 1.01693175778e-23 ko04721 Synaptic vesicle cycle 52/1135 80/7206 2.14409580037e-23 ko04713 Circadian entrainment 70/1135 136/7206 1.52939635639e-22 ko04728 Dopaminergic synapse 83/1135 185/7206 1.7904703532e-21 ko04727 GABAergic synapse 60/1135 110/7206 3.69969211942e-21 ko04725 Cholinergic synapse 72/1135 160/7206 7.50688378303e-19 ko04723 Retrograde endocannabinoid signaling 73/1135 175/7206 7.52272492417e-17 ko04024 cAMP signaling pathway 98/1135 279/7206 6.26194283558e-16 ko04742 Taste transduction 37/1135 61/7206 1.49085811172e-15 ko04020 Calcium signaling pathway 91/1135 265/7206 2.5208996604e-14 ko04921 Oxytocin signaling pathway 76/1135 209/7206 1.27412004722e-13 ko04726 Serotonergic synapse 56/1135 137/7206 9.22040069654e-13 ko04911 Insulin secretion 50/1135 117/7206 2.11247473072e-12 ko04261 Adrenergic signaling in cardiomyocytes 71/1135 205/7206 1.53027683045e-11 ko04360 Axon guidance 75/1135 233/7206 1.96526146711e-10 ko03040 Spliceosome 1/1135 145/7206 5.2065900985e-10 ko05031 Amphetamine addiction 39/1135 91/7206 5.2527833827e-10 ko04970 Salivary secretion 39/1135 95/7206 2.38723189108e-09 ko04720 Long-term potentiation 40/1135 99/7206 2.60345272373e-09 ko04744 Phototransduction 21/1135 36/7206 6.01802229108e-09 ko05203 Viral carcinogenesis 15/1135 277/7206 1.22687285587e-07 ko05168 Herpes simplex infection 7/1135 182/7206 4.66096978691e-07 ko04060 Cytokine-cytokine receptor interaction 8/1135 191/7206 5.48135190388e-07 ko03013 RNA transport 6/1135 166/7206 7.98901354525e-07 ko05164 Influenza A 6/1135 167/7206 8.05317608191e-07 ko04925 Aldosterone synthesis and secretion 37/1135 105/7206 9.34324597385e-07 ko04971 Gastric acid secretion 35/1135 98/7206 9.57889121592e-07 ko04966 Collecting duct acid secretion 15/1135 26/7206 1.15288303196e-06 ko04924 Renin secretion 32/1135 86/7206 1.30090918303e-06 ko04010 MAPK signaling pathway 83/1135 321/7206 2.03726097301e-06 ko05030 Cocaine addiction 28/1135 73/7206 2.22606215711e-06 ko04740 Olfactory transduction 30/1135 80/7206 2.71798404064e-06 ko04022 cGMP-PKG signaling pathway 60/1135 216/7206 6.19607886634e-06 ko05322 Systemic lupus erythematosus 6/1135 151/7206 7.35413471373e-06 ko04120 Ubiquitin mediated proteolysis 5/1135 138/7206 8.76952274473e-06 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1135 79/7206 1.43700118069e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 26/1135 74/7206 3.45939364015e-05 ko04621 NOD-like receptor signaling pathway 8/1135 157/7206 5.2771762152e-05 ko04540 Gap junction 38/1135 128/7206 6.5480509807e-05 ko04260 Cardiac muscle contraction 31/1135 98/7206 6.88552946831e-05 ko04141 Protein processing in endoplasmic reticulum 11/1135 184/7206 8.01792946201e-05 ko04514 Cell adhesion molecules (CAMs) 38/1135 130/7206 8.13186280102e-05 ko04745 Phototransduction - fly 16/1135 38/7206 9.14419211811e-05 ko05169 Epstein-Barr virus infection 14/1135 206/7206 0.000134247172257 ko05414 Dilated cardiomyopathy 33/1135 112/7206 0.000204919892014 ko04730 Long-term depression 25/1135 78/7206 0.000264983173583 ko03008 Ribosome biogenesis in eukaryotes 2/1135 79/7206 0.00026585648063 ko05161 Hepatitis B 11/1135 173/7206 0.000280839799672 ko04014 Ras signaling pathway 67/1135 279/7206 0.000284098366186 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1135 14/7206 0.00045549384666 ko05205 Proteoglycans in cancer 23/1135 271/7206 0.000460279220198 ko04961 Endocrine and other factor-regulated calcium reabsorption 20/1135 59/7206 0.000477187857058 ko04972 Pancreatic secretion 32/1135 111/7206 0.000513941571639 ko04064 NF-kappa B signaling pathway 4/1135 96/7206 0.000599933009937 ko05140 Leishmaniasis 2/1135 75/7206 0.000607630663606 ko05110 Vibrio cholerae infection 21/1135 63/7206 0.000662890012166 ko04976 Bile secretion 24/1135 80/7206 0.00107164175126 ko00480 Glutathione metabolism 1/1135 55/7206 0.00134352311482 ko05162 Measles 7/1135 120/7206 0.00140824132546 ko04110 Cell cycle 10/1135 145/7206 0.00175831673056 ko04146 Peroxisome 4/1135 89/7206 0.00178569512961 ko04612 Antigen processing and presentation 3/1135 77/7206 0.00232813217105 ko04070 Phosphatidylinositol signaling system 30/1135 112/7206 0.00241395099295 ko04750 Inflammatory mediator regulation of TRP channels 32/1135 122/7206 0.00246404196893 ko04640 Hematopoietic cell lineage 2/1135 64/7206 0.002792899881 ko04964 Proximal tubule bicarbonate reclamation 11/1135 29/7206 0.00313785210964 ko04371 Apelin signaling pathway 43/1135 177/7206 0.00320101296307 ko04214 Apoptosis - fly 3/1135 72/7206 0.00323489596065 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1135 100/7206 0.00342958013883 ko04668 TNF signaling pathway 8/1135 120/7206 0.00352622544413 ko04626 Plant-pathogen interaction 8/1135 18/7206 0.00368149613336 ko04932 Non-alcoholic fatty liver disease (NAFLD) 15/1135 182/7206 0.00369502597828 ko00330 Arginine and proline metabolism 2/1135 61/7206 0.00404602899472 ko00240 Pyrimidine metabolism 7/1135 110/7206 0.00510255579285 ko00071 Fatty acid degradation 1/1135 45/7206 0.00681067375685 ko03420 Nucleotide excision repair 1/1135 46/7206 0.00695581693728 ko04072 Phospholipase D signaling pathway 45/1135 197/7206 0.00735572513086 ko05321 Inflammatory bowel disease (IBD) 2/1135 56/7206 0.00869463505029 ko03018 RNA degradation 5/1135 84/7206 0.00986793311586 ko01524 Platinum drug resistance 4/1135 76/7206 0.0102052527142 ko04915 Estrogen signaling pathway 32/1135 131/7206 0.0103793119948 ko03022 Basal transcription factors 1/1135 44/7206 0.0107022011 ko00590 Arachidonic acid metabolism 2/1135 52/7206 0.0123838171824 ko04620 Toll-like receptor signaling pathway 7/1135 100/7206 0.0124155438025 ko00280 Valine, leucine and isoleucine degradation 2/1135 54/7206 0.0129706420318 ko05145 Toxoplasmosis 10/1135 126/7206 0.0131189738365 ko04622 RIG-I-like receptor signaling pathway 3/1135 62/7206 0.0134705360992 ko05166 HTLV-I infection 31/1135 292/7206 0.0136143396878 ko00561 Glycerolipid metabolism 3/1135 63/7206 0.0136868066053 ko05131 Shigellosis 5/1135 82/7206 0.013743516636 ko00310 Lysine degradation 4/1135 73/7206 0.0141331850168 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1135 40/7206 0.0152398155741 ko04630 Jak-STAT signaling pathway 11/1135 132/7206 0.0155767245816 ko04657 IL-17 signaling pathway 6/1135 87/7206 0.0178353521669 ko05133 Pertussis 6/1135 87/7206 0.0178353521669 ko00380 Tryptophan metabolism 2/1135 50/7206 0.0180300835277 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1135 92/7206 0.0202566392749 ko00982 Drug metabolism - cytochrome P450 1/1135 37/7206 0.0226493281142 ko04930 Type II diabetes mellitus 15/1135 54/7206 0.0226716995401 ko04658 Th1 and Th2 cell differentiation 7/1135 96/7206 0.0228212036618 ko03410 Base excision repair 1/1135 38/7206 0.0230244582467 ko05215 Prostate cancer 9/1135 111/7206 0.0248833976317 ko05219 Bladder cancer 2/1135 48/7206 0.0264416844462 ko01200 Carbon metabolism 11/1135 128/7206 0.0266054824725 ko04210 Apoptosis 18/1135 180/7206 0.0295700690976 ko04140 Autophagy - animal 16/1135 164/7206 0.0302078506169 ko04270 Vascular smooth muscle contraction 34/1135 154/7206 0.0335284845853 ko00640 Propanoate metabolism 1/1135 34/7206 0.0337095143452 ko00860 Porphyrin and chlorophyll metabolism 1/1135 34/7206 0.0337095143452 ko00500 Starch and sucrose metabolism 1/1135 35/7206 0.0339134138383 ko04115 p53 signaling pathway 5/1135 74/7206 0.0353459270166 ko05206 MicroRNAs in cancer 18/1135 177/7206 0.0367900966291 ko04217 Necroptosis 18/1135 178/7206 0.0368002494552 ko05144 Malaria 2/1135 45/7206 0.0377394800726 ko04923 Regulation of lipolysis in adipocytes 19/1135 77/7206 0.0395843057711 ko05222 Small cell lung cancer 7/1135 89/7206 0.0396903094664 ko04916 Melanogenesis 31/1135 142/7206 0.0481632070799