ko pathway ratio_in_study ratio_in_pop p_value ko04724 Glutamatergic synapse 53/539 152/7206 6.08571564338e-23 ko05032 Morphine addiction 41/539 110/7206 3.40567070496e-19 ko04080 Neuroactive ligand-receptor interaction 84/539 423/7206 1.20895359166e-17 ko04723 Retrograde endocannabinoid signaling 49/539 175/7206 9.54939053664e-17 ko04727 GABAergic synapse 38/539 110/7206 1.42416810418e-16 ko04713 Circadian entrainment 42/539 136/7206 3.51059203627e-16 ko05033 Nicotine addiction 26/539 56/7206 2.33475174426e-15 ko04728 Dopaminergic synapse 47/539 185/7206 2.50395098702e-14 ko04020 Calcium signaling pathway 53/539 265/7206 1.58229876367e-11 ko04911 Insulin secretion 32/539 117/7206 4.88018788479e-11 ko05031 Amphetamine addiction 27/539 91/7206 2.17313413884e-10 ko04024 cAMP signaling pathway 51/539 279/7206 1.40079292162e-09 ko04925 Aldosterone synthesis and secretion 28/539 105/7206 1.5324056548e-09 ko04720 Long-term potentiation 27/539 99/7206 1.75641462992e-09 ko04261 Adrenergic signaling in cardiomyocytes 41/539 205/7206 3.58031308172e-09 ko04725 Cholinergic synapse 35/539 160/7206 4.54739107306e-09 ko04010 MAPK signaling pathway 53/539 321/7206 2.50576883781e-08 ko05030 Cocaine addiction 21/539 73/7206 4.16713467611e-08 ko04742 Taste transduction 19/539 61/7206 4.4741433725e-08 ko04921 Oxytocin signaling pathway 38/539 209/7206 2.62510947377e-07 ko04070 Phosphatidylinositol signaling system 25/539 112/7206 5.08480451164e-07 ko04726 Serotonergic synapse 27/539 137/7206 2.41913028607e-06 ko04072 Phospholipase D signaling pathway 34/539 197/7206 3.14961840256e-06 ko04915 Estrogen signaling pathway 26/539 131/7206 3.2425959409e-06 ko04970 Salivary secretion 21/539 95/7206 4.92047682675e-06 ko04060 Cytokine-cytokine receptor interaction 1/539 191/7206 8.94689655551e-06 ko04912 GnRH signaling pathway 23/539 122/7206 2.86714625555e-05 ko04730 Long-term depression 17/539 78/7206 4.75387288128e-05 ko04022 cGMP-PKG signaling pathway 33/539 216/7206 6.36248406179e-05 ko04740 Olfactory transduction 17/539 80/7206 6.68278706238e-05 ko05414 Dilated cardiomyopathy 21/539 112/7206 6.89828597319e-05 ko04971 Gastric acid secretion 19/539 98/7206 9.51689405008e-05 ko04972 Pancreatic secretion 20/539 111/7206 0.000180779332644 ko00562 Inositol phosphate metabolism 17/539 89/7206 0.000265292058979 ko04371 Apelin signaling pathway 27/539 177/7206 0.000381078811329 ko04540 Gap junction 21/539 128/7206 0.000522799922373 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 15/539 79/7206 0.000642892416237 ko04750 Inflammatory mediator regulation of TRP channels 20/539 122/7206 0.000725601343981 ko04721 Synaptic vesicle cycle 15/539 80/7206 0.000738066375858 ko05168 Herpes simplex infection 3/539 182/7206 0.000841798772078 ko04923 Regulation of lipolysis in adipocytes 14/539 77/7206 0.00149996426977 ko04918 Thyroid hormone synthesis 15/539 86/7206 0.00159688097069 ko00515 Mannose type O-glycan biosynthesis 7/539 25/7206 0.00184363371295 ko04110 Cell cycle 2/539 145/7206 0.00200763190736 ko03013 RNA transport 3/539 166/7206 0.00240904465593 ko05231 Choline metabolism in cancer 20/539 134/7206 0.00247713422486 ko04062 Chemokine signaling pathway 27/539 201/7206 0.00252433839998 ko00604 Glycosphingolipid biosynthesis - ganglio series 5/539 14/7206 0.00260621155271 ko00513 Various types of N-glycan biosynthesis 9/539 42/7206 0.00327772312872 ko04145 Phagosome 3/539 162/7206 0.00349337915118 ko00512 Mucin type O-glycan biosynthesis 7/539 29/7206 0.0046090983105 ko05203 Viral carcinogenesis 9/539 277/7206 0.00478763448994 ko05034 Alcoholism 30/539 238/7206 0.00531977368477 ko04916 Melanogenesis 20/539 142/7206 0.00543551653042 ko04914 Progesterone-mediated oocyte maturation 16/539 104/7206 0.00702658573909 ko05202 Transcriptional misregulation in cancer 5/539 188/7206 0.00712443290535 ko04270 Vascular smooth muscle contraction 21/539 154/7206 0.0074606185796 ko04211 Longevity regulating pathway 17/539 123/7206 0.0137372464964 ko04014 Ras signaling pathway 32/539 279/7206 0.0142284357077 ko00601 Glycosphingolipid biosynthesis - lacto and neolacto series 6/539 28/7206 0.0155415098801 ko04744 Phototransduction 7/539 36/7206 0.0156562161371 ko00240 Pyrimidine metabolism 2/539 110/7206 0.0165048565705 ko04930 Type II diabetes mellitus 9/539 54/7206 0.0176043240032 ko04745 Phototransduction - fly 7/539 38/7206 0.0208082294494 ko04114 Oocyte meiosis 18/539 139/7206 0.0210170898028 ko04141 Protein processing in endoplasmic reticulum 6/539 184/7206 0.0227410865819 ko04071 Sphingolipid signaling pathway 20/539 162/7206 0.022907161364 ko04350 TGF-beta signaling pathway 2/539 103/7206 0.02329124594 ko05014 Amyotrophic lateral sclerosis (ALS) 11/539 74/7206 0.0238711774899 ko00190 Oxidative phosphorylation 3/539 127/7206 0.0250315847268 ko04320 Dorso-ventral axis formation 6/539 31/7206 0.0251274605034 ko04015 Rap1 signaling pathway 31/539 278/7206 0.02615373437 ko03008 Ribosome biogenesis in eukaryotes 1/539 79/7206 0.0292376995223 ko00510 N-Glycan biosynthesis 8/539 50/7206 0.0306731795774 ko04932 Non-alcoholic fatty liver disease (NAFLD) 6/539 182/7206 0.0307467914682 ko04213 Longevity regulating pathway - multiple species 12/539 86/7206 0.0351938888594 ko04924 Renin secretion 12/539 86/7206 0.0351938888594 ko04961 Endocrine and other factor-regulated calcium reabsorption 9/539 59/7206 0.0399146409944 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 5/539 26/7206 0.0407313299504 ko04360 Axon guidance 26/539 233/7206 0.0413643640037 ko04012 ErbB signaling pathway 14/539 109/7206 0.0415935554218 ko04630 Jak-STAT signaling pathway 4/539 132/7206 0.045186659764