ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 194/1179 423/7206 2.39348935821e-49 ko04724 Glutamatergic synapse 85/1179 152/7206 2.17554901812e-29 ko05033 Nicotine addiction 47/1179 56/7206 8.57150431125e-29 ko04713 Circadian entrainment 75/1179 136/7206 1.6443220474e-25 ko04721 Synaptic vesicle cycle 54/1179 80/7206 1.22211628575e-24 ko05032 Morphine addiction 63/1179 110/7206 8.53032770441e-23 ko04727 GABAergic synapse 62/1179 110/7206 6.03042948873e-22 ko04728 Dopaminergic synapse 85/1179 185/7206 1.1046900688e-21 ko04725 Cholinergic synapse 76/1179 160/7206 1.42771960273e-20 ko04742 Taste transduction 39/1179 61/7206 6.95843677931e-17 ko04723 Retrograde endocannabinoid signaling 74/1179 175/7206 1.62219637824e-16 ko04911 Insulin secretion 57/1179 117/7206 2.40875722363e-16 ko04024 cAMP signaling pathway 100/1179 279/7206 9.74526197371e-16 ko04726 Serotonergic synapse 60/1179 137/7206 1.90115602112e-14 ko04921 Oxytocin signaling pathway 79/1179 209/7206 2.98241969224e-14 ko04020 Calcium signaling pathway 93/1179 265/7206 3.26472959963e-14 ko05031 Amphetamine addiction 43/1179 91/7206 4.51806457394e-12 ko04261 Adrenergic signaling in cardiomyocytes 73/1179 205/7206 9.44241251976e-12 ko04740 Olfactory transduction 39/1179 80/7206 1.34093949571e-11 ko04744 Phototransduction 24/1179 36/7206 1.86396964901e-11 ko04720 Long-term potentiation 44/1179 99/7206 3.38020126082e-11 ko04970 Salivary secretion 42/1179 95/7206 1.168631077e-10 ko03040 Spliceosome 1/1179 145/7206 1.9372053751e-10 ko05168 Herpes simplex infection 5/1179 182/7206 5.43844871525e-09 ko05203 Viral carcinogenesis 14/1179 277/7206 6.67236781187e-09 ko04360 Axon guidance 73/1179 233/7206 7.84171513452e-09 ko04925 Aldosterone synthesis and secretion 40/1179 105/7206 6.3480278033e-08 ko04971 Gastric acid secretion 38/1179 98/7206 9.28934684256e-08 ko05030 Cocaine addiction 31/1179 73/7206 1.01040516624e-07 ko04966 Collecting duct acid secretion 16/1179 26/7206 2.4761279607e-07 ko03013 RNA transport 6/1179 166/7206 3.50649088856e-07 ko04120 Ubiquitin mediated proteolysis 4/1179 138/7206 6.29771084997e-07 ko04060 Cytokine-cytokine receptor interaction 9/1179 191/7206 8.24877211517e-07 ko04260 Cardiac muscle contraction 36/1179 98/7206 1.19482793264e-06 ko05164 Influenza A 7/1179 167/7206 1.29164175344e-06 ko04540 Gap junction 43/1179 128/7206 1.40131786618e-06 ko04924 Renin secretion 32/1179 86/7206 2.41097669754e-06 ko04022 cGMP-PKG signaling pathway 62/1179 216/7206 3.62345358324e-06 ko04621 NOD-like receptor signaling pathway 7/1179 157/7206 5.51643509917e-06 ko04745 Phototransduction - fly 18/1179 38/7206 7.78459736263e-06 ko04010 MAPK signaling pathway 83/1179 321/7206 9.25288730612e-06 ko04141 Protein processing in endoplasmic reticulum 10/1179 184/7206 1.04971994092e-05 ko04964 Proximal tubule bicarbonate reclamation 15/1179 29/7206 1.17000085001e-05 ko04514 Cell adhesion molecules (CAMs) 41/1179 130/7206 1.89630454261e-05 ko04610 Complement and coagulation cascades 1/1179 79/7206 2.03373198353e-05 ko05169 Epstein-Barr virus infection 13/1179 206/7206 2.08457985469e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 27/1179 74/7206 2.23709300662e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1179 59/7206 2.46359753369e-05 ko04730 Long-term depression 28/1179 78/7206 3.41830151699e-05 ko05110 Vibrio cholerae infection 24/1179 63/7206 3.81680335462e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1179 79/7206 3.85532446271e-05 ko04976 Bile secretion 28/1179 80/7206 4.50138776863e-05 ko05322 Systemic lupus erythematosus 8/1179 151/7206 4.97925849214e-05 ko04110 Cell cycle 8/1179 145/7206 9.7728261905e-05 ko04972 Pancreatic secretion 34/1179 111/7206 0.000146354685963 ko03008 Ribosome biogenesis in eukaryotes 2/1179 79/7206 0.000171834110392 ko05162 Measles 6/1179 120/7206 0.000247388456417 ko04014 Ras signaling pathway 69/1179 279/7206 0.000258344426052 ko05140 Leishmaniasis 2/1179 75/7206 0.000398192966705 ko04064 NF-kappa B signaling pathway 4/1179 96/7206 0.000407459463057 ko04214 Apoptosis - fly 2/1179 72/7206 0.000574771494004 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1179 14/7206 0.000595293265778 ko04626 Plant-pathogen interaction 9/1179 18/7206 0.000969074371819 ko00240 Pyrimidine metabolism 6/1179 110/7206 0.00098591579493 ko05414 Dilated cardiomyopathy 32/1179 112/7206 0.0011053227445 ko04915 Estrogen signaling pathway 36/1179 131/7206 0.00115052042296 ko04750 Inflammatory mediator regulation of TRP channels 34/1179 122/7206 0.0011837274752 ko04146 Peroxisome 4/1179 89/7206 0.00124161275103 ko00480 Glutathione metabolism 1/1179 55/7206 0.0013667975679 ko04612 Antigen processing and presentation 3/1179 77/7206 0.00157704099912 ko03018 RNA degradation 4/1179 84/7206 0.0016915095645 ko05161 Hepatitis B 14/1179 173/7206 0.00173112999491 ko04640 Hematopoietic cell lineage 2/1179 64/7206 0.00182363493695 ko00590 Arachidonic acid metabolism 1/1179 52/7206 0.00200277839646 ko04916 Melanogenesis 37/1179 142/7206 0.00274066038881 ko00260 Glycine, serine and threonine metabolism 1/1179 48/7206 0.00293702742578 ko04371 Apelin signaling pathway 44/1179 177/7206 0.003717275449 ko03420 Nucleotide excision repair 1/1179 46/7206 0.00441431502652 ko04657 IL-17 signaling pathway 5/1179 87/7206 0.0050424825686 ko05321 Inflammatory bowel disease (IBD) 2/1179 56/7206 0.00571790936814 ko05166 HTLV-I infection 31/1179 292/7206 0.00588628162909 ko03022 Basal transcription factors 1/1179 44/7206 0.00669353862218 ko01524 Platinum drug resistance 4/1179 76/7206 0.0071380665744 ko01200 Carbon metabolism 10/1179 128/7206 0.00747829804457 ko05418 Fluid shear stress and atherosclerosis 16/1179 173/7206 0.00900157736602 ko04622 RIG-I-like receptor signaling pathway 3/1179 62/7206 0.00922078825418 ko04912 GnRH signaling pathway 31/1179 122/7206 0.00923064853045 ko05205 Proteoglycans in cancer 29/1179 271/7206 0.00927177651594 ko00561 Glycerolipid metabolism 3/1179 63/7206 0.00931514707846 ko04070 Phosphatidylinositol signaling system 29/1179 112/7206 0.00947003245537 ko04978 Mineral absorption 13/1179 40/7206 0.00966411254163 ko05131 Shigellosis 5/1179 82/7206 0.00980500850076 ko00310 Lysine degradation 4/1179 73/7206 0.0098847932297 ko04072 Phospholipase D signaling pathway 46/1179 197/7206 0.010728247578 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1179 100/7206 0.0134792674087 ko00330 Arginine and proline metabolism 3/1179 61/7206 0.0135051608289 ko04930 Type II diabetes mellitus 16/1179 54/7206 0.0146249449758 ko04932 Non-alcoholic fatty liver disease (NAFLD) 18/1179 182/7206 0.0146915511896 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1179 40/7206 0.0157361763653 ko04668 TNF signaling pathway 10/1179 120/7206 0.0172091172518 ko05145 Toxoplasmosis 11/1179 126/7206 0.0201523411196 ko04620 Toll-like receptor signaling pathway 8/1179 100/7206 0.0202077072462 ko04922 Glucagon signaling pathway 31/1179 128/7206 0.0212434096486 ko00982 Drug metabolism - cytochrome P450 1/1179 37/7206 0.0229072921213 ko04630 Jak-STAT signaling pathway 12/1179 132/7206 0.0232783023923 ko04217 Necroptosis 18/1179 178/7206 0.0234195996134 ko05144 Malaria 2/1179 45/7206 0.0254118716511 ko00071 Fatty acid degradation 2/1179 45/7206 0.0254118716511 ko04115 p53 signaling pathway 5/1179 74/7206 0.0255102752487 ko04974 Protein digestion and absorption 24/1179 96/7206 0.0260267471893 ko00600 Sphingolipid metabolism 4/1179 63/7206 0.0261473011441 ko00280 Valine, leucine and isoleucine degradation 3/1179 54/7206 0.0264269199152 ko00270 Cysteine and methionine metabolism 2/1179 47/7206 0.0267451967641 ko04923 Regulation of lipolysis in adipocytes 20/1179 77/7206 0.0290929296871 ko04210 Apoptosis 19/1179 180/7206 0.0319274631598 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1179 92/7206 0.0322430049241 ko04140 Autophagy - animal 17/1179 164/7206 0.032917486956 ko00500 Starch and sucrose metabolism 1/1179 35/7206 0.0350654975781 ko04270 Vascular smooth muscle contraction 35/1179 154/7206 0.0360893188609 ko00983 Drug metabolism - other enzymes 2/1179 42/7206 0.0367010779778 ko05133 Pertussis 7/1179 87/7206 0.0396645022921 ko05034 Alcoholism 51/1179 238/7206 0.0398578731654 ko05214 Glioma 20/1179 79/7206 0.0448457478199 ko04015 Rap1 signaling pathway 58/1179 278/7206 0.0467210932714 ko05340 Primary immunodeficiency 1/1179 30/7206 0.0492720554207 ko04136 Autophagy - other 1/1179 31/7206 0.0493517967146