ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 219/1297 423/7206 4.72293437563e-60 ko04724 Glutamatergic synapse 93/1297 152/7206 5.34601070698e-33 ko05033 Nicotine addiction 50/1297 56/7206 2.77962660188e-31 ko04713 Circadian entrainment 84/1297 136/7206 2.6303043712e-30 ko05032 Morphine addiction 73/1297 110/7206 2.0938376707e-29 ko04727 GABAergic synapse 70/1297 110/7206 1.46951187438e-26 ko04728 Dopaminergic synapse 90/1297 185/7206 4.47873269153e-22 ko04725 Cholinergic synapse 80/1297 160/7206 1.11531059586e-20 ko04721 Synaptic vesicle cycle 52/1297 80/7206 1.22497366548e-20 ko04020 Calcium signaling pathway 110/1297 265/7206 8.01258688004e-20 ko04723 Retrograde endocannabinoid signaling 82/1297 175/7206 6.51401898506e-19 ko04024 cAMP signaling pathway 112/1297 279/7206 9.09718796742e-19 ko04911 Insulin secretion 63/1297 117/7206 1.23112984926e-18 ko04726 Serotonergic synapse 65/1297 137/7206 1.45670764178e-15 ko04742 Taste transduction 39/1297 61/7206 1.99769214692e-15 ko04921 Oxytocin signaling pathway 85/1297 209/7206 6.53583743438e-15 ko04744 Phototransduction 27/1297 36/7206 1.09055166399e-13 ko04970 Salivary secretion 48/1297 95/7206 4.12269809986e-13 ko05031 Amphetamine addiction 46/1297 91/7206 1.2531407124e-12 ko04261 Adrenergic signaling in cardiomyocytes 78/1297 205/7206 7.14975396404e-12 ko04720 Long-term potentiation 47/1297 99/7206 1.28264694899e-11 ko03040 Spliceosome 1/1297 145/7206 1.58845413268e-11 ko05203 Viral carcinogenesis 15/1297 277/7206 4.55308937827e-10 ko04740 Olfactory transduction 38/1297 80/7206 1.1765099176e-09 ko04925 Aldosterone synthesis and secretion 45/1297 105/7206 3.0240597919e-09 ko04060 Cytokine-cytokine receptor interaction 8/1297 191/7206 9.56535291755e-09 ko04971 Gastric acid secretion 42/1297 98/7206 1.08853679823e-08 ko05168 Herpes simplex infection 8/1297 182/7206 4.3329044833e-08 ko05322 Systemic lupus erythematosus 5/1297 151/7206 4.38932153611e-08 ko05030 Cocaine addiction 33/1297 73/7206 6.65898491915e-08 ko03013 RNA transport 7/1297 166/7206 1.10373082496e-07 ko04022 cGMP-PKG signaling pathway 71/1297 216/7206 1.1192138845e-07 ko04360 Axon guidance 75/1297 233/7206 1.26620928217e-07 ko04070 Phosphatidylinositol signaling system 43/1297 112/7206 3.03098745826e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 31/1297 74/7206 1.68997300922e-06 ko04730 Long-term depression 32/1297 78/7206 1.70863623174e-06 ko05164 Influenza A 9/1297 167/7206 1.95082414226e-06 ko04010 MAPK signaling pathway 91/1297 321/7206 3.36465636456e-06 ko04540 Gap junction 45/1297 128/7206 3.58993753615e-06 ko04972 Pancreatic secretion 40/1297 111/7206 4.75974570762e-06 ko04966 Collecting duct acid secretion 15/1297 26/7206 6.56768152512e-06 ko04924 Renin secretion 33/1297 86/7206 6.79047929205e-06 ko04621 NOD-like receptor signaling pathway 9/1297 157/7206 8.00610071354e-06 ko04141 Protein processing in endoplasmic reticulum 13/1297 184/7206 2.40118159968e-05 ko04514 Cell adhesion molecules (CAMs) 43/1297 130/7206 2.66259342553e-05 ko04072 Phospholipase D signaling pathway 59/1297 197/7206 3.03142878808e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1297 79/7206 4.44693439189e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 29/1297 79/7206 8.19891902272e-05 ko04976 Bile secretion 29/1297 80/7206 9.56134275474e-05 ko05169 Epstein-Barr virus infection 17/1297 206/7206 9.60591709097e-05 ko05414 Dilated cardiomyopathy 37/1297 112/7206 0.000100664078351 ko04120 Ubiquitin mediated proteolysis 9/1297 138/7206 0.000122413517403 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1297 59/7206 0.000123635465057 ko04745 Phototransduction - fly 17/1297 38/7206 0.000123693500895 ko04923 Regulation of lipolysis in adipocytes 28/1297 77/7206 0.000128020637306 ko04260 Cardiac muscle contraction 33/1297 98/7206 0.000165442075057 ko04110 Cell cycle 10/1297 145/7206 0.000172214454379 ko05110 Vibrio cholerae infection 24/1297 63/7206 0.000179299280463 ko04750 Inflammatory mediator regulation of TRP channels 39/1297 122/7206 0.000182729068367 ko05205 Proteoglycans in cancer 27/1297 271/7206 0.00026399078001 ko04610 Complement and coagulation cascades 3/1297 79/7206 0.000303262750839 ko04014 Ras signaling pathway 74/1297 279/7206 0.000322799199582 ko04612 Antigen processing and presentation 3/1297 77/7206 0.000453439179048 ko05162 Measles 8/1297 120/7206 0.000455470413521 ko00240 Pyrimidine metabolism 7/1297 110/7206 0.000630958595874 ko04371 Apelin signaling pathway 50/1297 177/7206 0.000688905969187 ko04657 IL-17 signaling pathway 5/1297 87/7206 0.00170349526825 ko03420 Nucleotide excision repair 1/1297 46/7206 0.00177150356609 ko05166 HTLV-I infection 33/1297 292/7206 0.00180110626735 ko05140 Leishmaniasis 4/1297 75/7206 0.00219903508584 ko03018 RNA degradation 5/1297 84/7206 0.00235253040017 ko00520 Amino sugar and nucleotide sugar metabolism 2/1297 55/7206 0.0024083136706 ko00480 Glutathione metabolism 2/1297 55/7206 0.0024083136706 ko05321 Inflammatory bowel disease (IBD) 2/1297 56/7206 0.00245016609028 ko04918 Thyroid hormone synthesis 27/1297 86/7206 0.00262329014134 ko03022 Basal transcription factors 1/1297 44/7206 0.00267876624639 ko05144 Malaria 1/1297 45/7206 0.00274319715451 ko00071 Fatty acid degradation 1/1297 45/7206 0.00274319715451 ko04964 Proximal tubule bicarbonate reclamation 12/1297 29/7206 0.00277768827971 ko04146 Peroxisome 6/1297 89/7206 0.00329224783443 ko04270 Vascular smooth muscle contraction 42/1297 154/7206 0.00398270864598 ko04217 Necroptosis 18/1297 178/7206 0.00406705819646 ko04622 RIG-I-like receptor signaling pathway 3/1297 62/7206 0.00416953634675 ko04658 Th1 and Th2 cell differentiation 7/1297 96/7206 0.00452763167857 ko04064 NF-kappa B signaling pathway 7/1297 96/7206 0.00452763167857 ko05133 Pertussis 6/1297 87/7206 0.00458784545319 ko00562 Inositol phosphate metabolism 27/1297 89/7206 0.0049157322371 ko04630 Jak-STAT signaling pathway 12/1297 132/7206 0.00575116587517 ko05410 Hypertrophic cardiomyopathy (HCM) 29/1297 100/7206 0.00579176142206 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1297 14/7206 0.00635472667676 ko05161 Hepatitis B 18/1297 173/7206 0.00670743805351 ko04915 Estrogen signaling pathway 36/1297 131/7206 0.00781120072214 ko04626 Plant-pathogen interaction 8/1297 18/7206 0.00853840150226 ko05131 Shigellosis 6/1297 82/7206 0.00874297434826 ko00310 Lysine degradation 5/1297 73/7206 0.00896372424442 ko04115 p53 signaling pathway 5/1297 74/7206 0.00901363767142 ko05145 Toxoplasmosis 12/1297 126/7206 0.00990271303951 ko04932 Non-alcoholic fatty liver disease (NAFLD) 20/1297 182/7206 0.0108908716958 ko05215 Prostate cancer 10/1297 111/7206 0.0121342756093 ko04912 GnRH signaling pathway 33/1297 122/7206 0.0121417095387 ko00280 Valine, leucine and isoleucine degradation 3/1297 54/7206 0.0123105882613 ko04214 Apoptosis - fly 5/1297 72/7206 0.0126347643327 ko04973 Carbohydrate digestion and absorption 14/1297 42/7206 0.0146672296216 ko05231 Choline metabolism in cancer 35/1297 134/7206 0.0169252500249 ko03320 PPAR signaling pathway 5/1297 69/7206 0.0172911970462 ko04620 Toll-like receptor signaling pathway 9/1297 100/7206 0.0175538398726 ko00590 Arachidonic acid metabolism 3/1297 52/7206 0.0176038473929 ko00330 Arginine and proline metabolism 4/1297 61/7206 0.0178802286004 ko00290 Valine, leucine and isoleucine biosynthesis 3/1297 4/7206 0.0201428845092 ko04015 Rap1 signaling pathway 65/1297 278/7206 0.0207281579109 ko04978 Mineral absorption 13/1297 40/7206 0.0227530235946 ko05132 Salmonella infection 9/1297 98/7206 0.0233998092072 ko05016 Huntington's disease 26/1297 215/7206 0.0237934216973 ko04922 Glucagon signaling pathway 33/1297 128/7206 0.0267703848856 ko04916 Melanogenesis 36/1297 142/7206 0.0268153482027 ko04350 TGF-beta signaling pathway 10/1297 103/7206 0.0273552065139 ko04140 Autophagy - animal 19/1297 164/7206 0.0304812590996 ko04142 Lysosome 17/1297 151/7206 0.0315887905949 ko04930 Type II diabetes mellitus 16/1297 54/7206 0.0322675488551 ko00600 Sphingolipid metabolism 5/1297 63/7206 0.0326130037456 ko04640 Hematopoietic cell lineage 5/1297 64/7206 0.0326194317611 ko05219 Bladder cancer 3/1297 48/7206 0.035975508134 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1297 40/7206 0.0360183606544 ko04960 Aldosterone-regulated sodium reabsorption 13/1297 41/7206 0.0380653849609 ko04210 Apoptosis 22/1297 180/7206 0.0392552647937 ko04659 Th17 cell differentiation 11/1297 106/7206 0.0409295314529 ko04113 Meiosis - yeast 6/1297 70/7206 0.0409823320115 ko05418 Fluid shear stress and atherosclerosis 21/1297 173/7206 0.0446721564055 ko04330 Notch signaling pathway 5/1297 62/7206 0.0447589451794 ko05320 Autoimmune thyroid disease 1/1297 29/7206 0.0484380261271