ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 189/1098 423/7206 6.34645762614e-51 ko04724 Glutamatergic synapse 94/1098 152/7206 3.83813412682e-40 ko05033 Nicotine addiction 50/1098 56/7206 6.83805968292e-35 ko05032 Morphine addiction 71/1098 110/7206 3.1290860188e-32 ko04727 GABAergic synapse 69/1098 110/7206 3.32921252172e-30 ko04713 Circadian entrainment 76/1098 136/7206 1.9885975338e-28 ko04728 Dopaminergic synapse 88/1098 185/7206 5.35383759395e-26 ko04725 Cholinergic synapse 80/1098 160/7206 1.57508023936e-25 ko04723 Retrograde endocannabinoid signaling 79/1098 175/7206 1.28469613862e-21 ko04024 cAMP signaling pathway 103/1098 279/7206 9.24549714194e-20 ko04726 Serotonergic synapse 62/1098 137/7206 2.92625716526e-17 ko04911 Insulin secretion 56/1098 117/7206 4.50324067755e-17 ko04020 Calcium signaling pathway 93/1098 265/7206 3.3043467038e-16 ko04921 Oxytocin signaling pathway 79/1098 209/7206 4.67220861529e-16 ko04742 Taste transduction 36/1098 61/7206 4.22146291132e-15 ko05031 Amphetamine addiction 45/1098 91/7206 1.25893863005e-14 ko04721 Synaptic vesicle cycle 41/1098 80/7206 4.03377725389e-14 ko04720 Long-term potentiation 45/1098 99/7206 5.9638840002e-13 ko04261 Adrenergic signaling in cardiomyocytes 72/1098 205/7206 7.79319116109e-13 ko05030 Cocaine addiction 35/1098 73/7206 3.54578448663e-11 ko04970 Salivary secretion 40/1098 95/7206 2.15188145341e-10 ko04744 Phototransduction 22/1098 36/7206 3.85912606321e-10 ko04925 Aldosterone synthesis and secretion 42/1098 105/7206 5.25968359364e-10 ko03040 Spliceosome 1/1098 145/7206 1.35214465149e-09 ko04971 Gastric acid secretion 39/1098 98/7206 2.61217638813e-09 ko04010 MAPK signaling pathway 88/1098 321/7206 1.02927705555e-08 ko04360 Axon guidance 68/1098 233/7206 4.22068361178e-08 ko05203 Viral carcinogenesis 14/1098 277/7206 8.832747829e-08 ko04972 Pancreatic secretion 39/1098 111/7206 1.55773707122e-07 ko04022 cGMP-PKG signaling pathway 62/1098 216/7206 3.55954818939e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1098 74/7206 4.26624813787e-07 ko04072 Phospholipase D signaling pathway 57/1098 197/7206 8.83740574774e-07 ko04060 Cytokine-cytokine receptor interaction 8/1098 191/7206 1.7660441065e-06 ko05322 Systemic lupus erythematosus 5/1098 151/7206 3.03858971726e-06 ko05168 Herpes simplex infection 8/1098 182/7206 4.98334944149e-06 ko04730 Long-term depression 28/1098 78/7206 7.52406605958e-06 ko03013 RNA transport 7/1098 166/7206 8.93271535478e-06 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1098 79/7206 2.34898971705e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1098 59/7206 2.66380521558e-05 ko04540 Gap junction 38/1098 128/7206 2.89642485971e-05 ko04740 Olfactory transduction 27/1098 80/7206 2.95162146216e-05 ko04141 Protein processing in endoplasmic reticulum 10/1098 184/7206 4.24177348005e-05 ko05414 Dilated cardiomyopathy 34/1098 112/7206 4.71687183051e-05 ko04070 Phosphatidylinositol signaling system 34/1098 112/7206 4.71687183051e-05 ko04915 Estrogen signaling pathway 38/1098 131/7206 6.24139591802e-05 ko04014 Ras signaling pathway 67/1098 279/7206 8.38160120584e-05 ko04371 Apelin signaling pathway 46/1098 177/7206 0.000177844852538 ko05164 Influenza A 10/1098 167/7206 0.000289512435504 ko04621 NOD-like receptor signaling pathway 9/1098 157/7206 0.000291476130103 ko04750 Inflammatory mediator regulation of TRP channels 34/1098 122/7206 0.000303801920912 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1098 14/7206 0.000360250581245 ko04924 Renin secretion 26/1098 86/7206 0.000386756747937 ko03008 Ribosome biogenesis in eukaryotes 2/1098 79/7206 0.000409315645834 ko04015 Rap1 signaling pathway 64/1098 278/7206 0.000454732077518 ko04514 Cell adhesion molecules (CAMs) 35/1098 130/7206 0.000489982020946 ko04260 Cardiac muscle contraction 28/1098 98/7206 0.000596389337041 ko04612 Antigen processing and presentation 2/1098 77/7206 0.000615985717187 ko04640 Hematopoietic cell lineage 1/1098 64/7206 0.000635914803005 ko04912 GnRH signaling pathway 33/1098 122/7206 0.00079860829014 ko04745 Phototransduction - fly 14/1098 38/7206 0.000889688297011 ko05205 Proteoglycans in cancer 23/1098 271/7206 0.00101037759405 ko04932 Non-alcoholic fatty liver disease (NAFLD) 13/1098 182/7206 0.00113183827089 ko04110 Cell cycle 9/1098 145/7206 0.00143879266858 ko05169 Epstein-Barr virus infection 16/1098 206/7206 0.00155267345775 ko00240 Pyrimidine metabolism 6/1098 110/7206 0.00198519526758 ko00520 Amino sugar and nucleotide sugar metabolism 1/1098 55/7206 0.00208644318342 ko05321 Inflammatory bowel disease (IBD) 1/1098 56/7206 0.00216061561154 ko04923 Regulation of lipolysis in adipocytes 22/1098 77/7206 0.00225895096256 ko00515 Mannose type O-glycan biosynthesis 10/1098 25/7206 0.0023704477426 ko04976 Bile secretion 23/1098 80/7206 0.0024450842307 ko04120 Ubiquitin mediated proteolysis 9/1098 138/7206 0.0025694590847 ko04916 Melanogenesis 35/1098 142/7206 0.00296865210465 ko05016 Huntington's disease 18/1098 215/7206 0.00364444199148 ko04064 NF-kappa B signaling pathway 5/1098 96/7206 0.00380622621442 ko04142 Lysosome 11/1098 151/7206 0.00404852814778 ko05034 Alcoholism 52/1098 238/7206 0.00573861509818 ko04918 Thyroid hormone synthesis 23/1098 86/7206 0.00584033858323 ko00330 Arginine and proline metabolism 2/1098 61/7206 0.00619889203907 ko04270 Vascular smooth muscle contraction 36/1098 154/7206 0.00640204376898 ko03420 Nucleotide excision repair 1/1098 46/7206 0.00698111892748 ko00260 Glycine, serine and threonine metabolism 1/1098 48/7206 0.00726601651523 ko04146 Peroxisome 5/1098 89/7206 0.00728057531903 ko04217 Necroptosis 15/1098 178/7206 0.00814218282069 ko00513 Various types of N-glycan biosynthesis 13/1098 42/7206 0.00858354716356 ko03022 Basal transcription factors 1/1098 44/7206 0.0104213516986 ko00071 Fatty acid degradation 1/1098 45/7206 0.0106938216496 ko05410 Hypertrophic cardiomyopathy (HCM) 25/1098 100/7206 0.0108029323229 ko04062 Chemokine signaling pathway 44/1098 201/7206 0.0123661548727 ko04350 TGF-beta signaling pathway 7/1098 103/7206 0.012659224695 ko00480 Glutathione metabolism 2/1098 55/7206 0.0128482193804 ko05110 Vibrio cholerae infection 17/1098 63/7206 0.0133896827049 ko03018 RNA degradation 5/1098 84/7206 0.0138842109774 ko04115 p53 signaling pathway 4/1098 74/7206 0.0140590149251 ko05140 Leishmaniasis 4/1098 75/7206 0.014248400699 ko05162 Measles 9/1098 120/7206 0.0145636288007 ko04114 Oocyte meiosis 32/1098 139/7206 0.0163622832927 ko00190 Oxidative phosphorylation 10/1098 127/7206 0.0174972015496 ko05145 Toxoplasmosis 10/1098 126/7206 0.0175121928809 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1098 15/7206 0.0179868462254 ko04622 RIG-I-like receptor signaling pathway 3/1098 62/7206 0.0196124881466 ko04214 Apoptosis - fly 4/1098 72/7206 0.0197449671119 ko04930 Type II diabetes mellitus 15/1098 54/7206 0.0201018428518 ko04670 Leukocyte transendothelial migration 13/1098 151/7206 0.0214817894658 ko00630 Glyoxylate and dicarboxylate metabolism 1/1098 38/7206 0.0230526672388 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1098 40/7206 0.0241089594363 ko05161 Hepatitis B 16/1098 173/7206 0.0243555375021 ko04973 Carbohydrate digestion and absorption 12/1098 42/7206 0.0277731258621 ko05231 Choline metabolism in cancer 30/1098 134/7206 0.0280012716855 ko05202 Transcriptional misregulation in cancer 18/1098 188/7206 0.0301818736611 ko04964 Proximal tubule bicarbonate reclamation 9/1098 29/7206 0.0324888880014 ko00982 Drug metabolism - cytochrome P450 1/1098 37/7206 0.0352991773516 ko04711 Circadian rhythm - fly 5/1098 13/7206 0.0361751169501 ko00620 Pyruvate metabolism 2/1098 46/7206 0.0379855728551 ko04962 Vasopressin-regulated water reabsorption 15/1098 58/7206 0.040686346679 ko04137 Mitophagy - animal 6/1098 82/7206 0.0440543327308 ko04722 Neurotrophin signaling pathway 34/1098 160/7206 0.0442425044079 ko00510 N-Glycan biosynthesis 13/1098 50/7206 0.0457179381902 ko04071 Sphingolipid signaling pathway 34/1098 162/7206 0.0460305823383 ko04210 Apoptosis 18/1098 180/7206 0.0461398083934 ko00310 Lysine degradation 5/1098 73/7206 0.0480765549627 ko04213 Longevity regulating pathway - multiple species 20/1098 86/7206 0.0481752197718 ko04960 Aldosterone-regulated sodium reabsorption 11/1098 41/7206 0.0482268621273 ko04630 Jak-STAT signaling pathway 12/1098 132/7206 0.0498257072127