ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 200/1229 423/7206 1.69685846179e-50 ko04724 Glutamatergic synapse 92/1229 152/7206 4.66004395903e-34 ko05033 Nicotine addiction 50/1229 56/7206 1.9071624596e-32 ko05032 Morphine addiction 73/1229 110/7206 5.54740784423e-31 ko04713 Circadian entrainment 80/1229 136/7206 1.67022569003e-28 ko04727 GABAergic synapse 69/1229 110/7206 4.19554370377e-27 ko04728 Dopaminergic synapse 89/1229 185/7206 4.20106030367e-23 ko04723 Retrograde endocannabinoid signaling 82/1229 175/7206 1.94461657515e-20 ko04721 Synaptic vesicle cycle 50/1229 80/7206 7.56265587046e-20 ko04725 Cholinergic synapse 76/1229 160/7206 1.86214257394e-19 ko04024 cAMP signaling pathway 109/1229 279/7206 3.64984262329e-19 ko04020 Calcium signaling pathway 97/1229 265/7206 5.98938263609e-15 ko04726 Serotonergic synapse 62/1229 137/7206 7.76577604018e-15 ko04911 Insulin secretion 56/1229 117/7206 7.93023563487e-15 ko04744 Phototransduction 27/1229 36/7206 2.76884238084e-14 ko04742 Taste transduction 36/1229 61/7206 1.53957867355e-13 ko04921 Oxytocin signaling pathway 78/1229 209/7206 9.81850871987e-13 ko05031 Amphetamine addiction 44/1229 91/7206 4.07093547394e-12 ko04261 Adrenergic signaling in cardiomyocytes 75/1229 205/7206 9.81317735201e-12 ko03040 Spliceosome 1/1229 145/7206 7.13423270132e-11 ko04720 Long-term potentiation 43/1229 99/7206 5.53968403311e-10 ko05030 Cocaine addiction 35/1229 73/7206 8.79039512471e-10 ko04970 Salivary secretion 41/1229 95/7206 1.76811978981e-09 ko05203 Viral carcinogenesis 15/1229 277/7206 4.54023025937e-09 ko04925 Aldosterone synthesis and secretion 43/1229 105/7206 7.56565870521e-09 ko04971 Gastric acid secretion 39/1229 98/7206 7.59490408347e-08 ko04060 Cytokine-cytokine receptor interaction 8/1229 191/7206 7.61456477997e-08 ko04360 Axon guidance 72/1229 233/7206 1.17068081311e-07 ko05322 Systemic lupus erythematosus 5/1229 151/7206 2.53558428973e-07 ko03013 RNA transport 7/1229 166/7206 5.68612089133e-07 ko04070 Phosphatidylinositol signaling system 41/1229 112/7206 6.56542319336e-07 ko04740 Olfactory transduction 32/1229 80/7206 1.16499114931e-06 ko04010 MAPK signaling pathway 88/1229 321/7206 2.05290173812e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1229 74/7206 2.27426392237e-06 ko04022 cGMP-PKG signaling pathway 64/1229 216/7206 3.34343646524e-06 ko05164 Influenza A 9/1229 167/7206 8.99397441699e-06 ko04610 Complement and coagulation cascades 1/1229 79/7206 1.28764143546e-05 ko04972 Pancreatic secretion 37/1229 111/7206 3.12539107321e-05 ko05168 Herpes simplex infection 12/1229 182/7206 3.659717751e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1229 59/7206 6.41780204845e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1229 79/7206 6.51587546144e-05 ko04072 Phospholipase D signaling pathway 56/1229 197/7206 6.83095975553e-05 ko04141 Protein processing in endoplasmic reticulum 13/1229 184/7206 9.25018829876e-05 ko05414 Dilated cardiomyopathy 36/1229 112/7206 0.000107678928633 ko03008 Ribosome biogenesis in eukaryotes 2/1229 79/7206 0.000112110584863 ko05205 Proteoglycans in cancer 24/1229 271/7206 0.000136573884818 ko04924 Renin secretion 29/1229 86/7206 0.00013927212479 ko04730 Long-term depression 27/1229 78/7206 0.000188981255766 ko04014 Ras signaling pathway 71/1229 279/7206 0.000325316123251 ko04540 Gap junction 38/1229 128/7206 0.000328590028116 ko05162 Measles 7/1229 120/7206 0.000342936331828 ko04621 NOD-like receptor signaling pathway 11/1229 157/7206 0.000344959062924 ko04110 Cell cycle 10/1229 145/7206 0.00047891622885 ko05110 Vibrio cholerae infection 22/1229 63/7206 0.000555770010482 ko04612 Antigen processing and presentation 3/1229 77/7206 0.000676405041491 ko05169 Epstein-Barr virus infection 18/1229 206/7206 0.000682476258693 ko04745 Phototransduction - fly 15/1229 38/7206 0.000851954863382 ko04260 Cardiac muscle contraction 30/1229 98/7206 0.000970795223984 ko05140 Leishmaniasis 3/1229 75/7206 0.000989010089625 ko04640 Hematopoietic cell lineage 2/1229 64/7206 0.00118870298145 ko00590 Arachidonic acid metabolism 1/1229 52/7206 0.00125357138092 ko00240 Pyrimidine metabolism 7/1229 110/7206 0.00129542177889 ko04514 Cell adhesion molecules (CAMs) 37/1229 130/7206 0.00130868715135 ko04915 Estrogen signaling pathway 37/1229 131/7206 0.00137323434117 ko04750 Inflammatory mediator regulation of TRP channels 35/1229 122/7206 0.00139965127513 ko04976 Bile secretion 25/1229 80/7206 0.00151666025505 ko04923 Regulation of lipolysis in adipocytes 24/1229 77/7206 0.0020339876456 ko04966 Collecting duct acid secretion 11/1229 26/7206 0.0021608449109 ko04064 NF-kappa B signaling pathway 6/1229 96/7206 0.00249262246242 ko04711 Circadian rhythm - fly 7/1229 13/7206 0.00272590115153 ko03420 Nucleotide excision repair 1/1229 46/7206 0.00283190495895 ko05321 Inflammatory bowel disease (IBD) 2/1229 56/7206 0.00375132862862 ko05161 Hepatitis B 16/1229 173/7206 0.00406646806396 ko03022 Basal transcription factors 1/1229 44/7206 0.00425794190789 ko05144 Malaria 1/1229 45/7206 0.00435733853436 ko00071 Fatty acid degradation 1/1229 45/7206 0.00435733853436 ko04371 Apelin signaling pathway 45/1229 177/7206 0.0043859675567 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1229 14/7206 0.00465596259788 ko03018 RNA degradation 5/1229 84/7206 0.00495023159786 ko00480 Glutathione metabolism 2/1229 55/7206 0.00582222294209 ko04120 Ubiquitin mediated proteolysis 12/1229 138/7206 0.00598902166334 ko05166 HTLV-I infection 33/1229 292/7206 0.0067713932988 ko04350 TGF-beta signaling pathway 8/1229 103/7206 0.00822237253537 ko04932 Non-alcoholic fatty liver disease (NAFLD) 18/1229 182/7206 0.00906783236561 ko00330 Arginine and proline metabolism 3/1229 61/7206 0.00918789008747 ko03320 PPAR signaling pathway 4/1229 69/7206 0.00935565420168 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1229 40/7206 0.00980121865923 ko00562 Inositol phosphate metabolism 25/1229 89/7206 0.00982698820196 ko04912 GnRH signaling pathway 32/1229 122/7206 0.0102398807786 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1229 100/7206 0.010731066041 ko04217 Necroptosis 18/1229 178/7206 0.0113420702082 ko05219 Bladder cancer 2/1229 48/7206 0.0117532623425 ko04710 Circadian rhythm 14/1229 43/7206 0.012698068305 ko04015 Rap1 signaling pathway 63/1229 278/7206 0.0144540295993 ko00982 Drug metabolism - cytochrome P450 1/1229 37/7206 0.0144990351148 ko00290 Valine, leucine and isoleucine biosynthesis 3/1229 4/7206 0.017275915108 ko04115 p53 signaling pathway 5/1229 74/7206 0.0184012980482 ko04658 Th1 and Th2 cell differentiation 8/1229 96/7206 0.0197330428933 ko04210 Apoptosis 19/1229 180/7206 0.0204149537086 ko04140 Autophagy - animal 17/1229 164/7206 0.0204490441583 ko04918 Thyroid hormone synthesis 23/1229 86/7206 0.0207325252641 ko04657 IL-17 signaling pathway 7/1229 87/7206 0.0214274719391 ko05133 Pertussis 7/1229 87/7206 0.0214274719391 ko04146 Peroxisome 7/1229 89/7206 0.0220286224082 ko05145 Toxoplasmosis 12/1229 126/7206 0.0226069737318 ko00513 Various types of N-glycan biosynthesis 13/1229 42/7206 0.0228102448489 ko04626 Plant-pathogen interaction 7/1229 18/7206 0.0230975561847 ko04622 RIG-I-like receptor signaling pathway 4/1229 62/7206 0.025888101543 ko04630 Jak-STAT signaling pathway 13/1229 132/7206 0.025916790347 ko00280 Valine, leucine and isoleucine degradation 3/1229 54/7206 0.026992880487 ko00515 Mannose type O-glycan biosynthesis 9/1229 25/7206 0.0272077984133 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1229 15/7206 0.0302661284087 ko04620 Toll-like receptor signaling pathway 9/1229 100/7206 0.031354184598 ko05016 Huntington's disease 25/1229 215/7206 0.0337514483628 ko04071 Sphingolipid signaling pathway 38/1229 162/7206 0.0341434317777 ko05231 Choline metabolism in cancer 32/1229 134/7206 0.037193705619 ko05131 Shigellosis 7/1229 82/7206 0.0382317702841 ko04270 Vascular smooth muscle contraction 36/1229 154/7206 0.039486268261 ko00230 Purine metabolism 44/1229 194/7206 0.0416187495999 ko00310 Lysine degradation 6/1229 73/7206 0.0419249157006 ko05215 Prostate cancer 11/1229 111/7206 0.0419514843017 ko04218 Cellular senescence 20/1229 177/7206 0.042399850004 ko04930 Type II diabetes mellitus 15/1229 54/7206 0.0444961190514 ko04062 Chemokine signaling pathway 45/1229 201/7206 0.0456867236067 ko05202 Transcriptional misregulation in cancer 22/1229 188/7206 0.0491804398195