ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 211/1348 423/7206 4.08679815307e-51 ko04724 Glutamatergic synapse 94/1348 152/7206 1.79372069445e-32 ko05032 Morphine addiction 76/1348 110/7206 3.15017839988e-31 ko05033 Nicotine addiction 49/1348 56/7206 6.09722895593e-29 ko04713 Circadian entrainment 81/1348 136/7206 1.70047774339e-26 ko04727 GABAergic synapse 71/1348 110/7206 2.05732092078e-26 ko04725 Cholinergic synapse 82/1348 160/7206 6.11261025779e-21 ko04728 Dopaminergic synapse 89/1348 185/7206 3.11079838006e-20 ko04721 Synaptic vesicle cycle 52/1348 80/7206 7.47174876568e-20 ko04723 Retrograde endocannabinoid signaling 85/1348 175/7206 1.04130376322e-19 ko04024 cAMP signaling pathway 110/1348 279/7206 1.72307131166e-16 ko04911 Insulin secretion 60/1348 117/7206 1.19504860617e-15 ko04020 Calcium signaling pathway 104/1348 265/7206 1.88710299062e-15 ko04726 Serotonergic synapse 64/1348 137/7206 4.17510408644e-14 ko04921 Oxytocin signaling pathway 84/1348 209/7206 2.10406531431e-13 ko04742 Taste transduction 37/1348 61/7206 4.15426710619e-13 ko04744 Phototransduction 26/1348 36/7206 3.50276598446e-12 ko03040 Spliceosome 2/1348 145/7206 8.40251921978e-11 ko03010 Ribosome 1/1348 129/7206 1.2390326113e-10 ko05031 Amphetamine addiction 43/1348 91/7206 4.21199879536e-10 ko04970 Salivary secretion 44/1348 95/7206 5.92056027108e-10 ko04720 Long-term potentiation 45/1348 99/7206 8.07456476858e-10 ko04261 Adrenergic signaling in cardiomyocytes 75/1348 205/7206 9.01672434638e-10 ko04925 Aldosterone synthesis and secretion 45/1348 105/7206 8.30916874722e-09 ko04971 Gastric acid secretion 41/1348 98/7206 1.1551508128e-07 ko05322 Systemic lupus erythematosus 6/1348 151/7206 1.19794967581e-07 ko03013 RNA transport 8/1348 166/7206 1.74214760571e-07 ko04360 Axon guidance 76/1348 233/7206 2.19949802462e-07 ko04740 Olfactory transduction 35/1348 80/7206 2.57183392828e-07 ko05168 Herpes simplex infection 10/1348 182/7206 3.41818641304e-07 ko04022 cGMP-PKG signaling pathway 71/1348 216/7206 4.80357538254e-07 ko04070 Phosphatidylinositol signaling system 43/1348 112/7206 9.5819721375e-07 ko05203 Viral carcinogenesis 23/1348 277/7206 1.28696628886e-06 ko04966 Collecting duct acid secretion 16/1348 26/7206 1.64502534718e-06 ko05030 Cocaine addiction 31/1348 73/7206 2.41259393961e-06 ko04972 Pancreatic secretion 41/1348 111/7206 5.99540142248e-06 ko04110 Cell cycle 8/1348 145/7206 7.09140469144e-06 ko04010 MAPK signaling pathway 92/1348 321/7206 9.62236480461e-06 ko04621 NOD-like receptor signaling pathway 10/1348 157/7206 1.1064185793e-05 ko04072 Phospholipase D signaling pathway 62/1348 197/7206 1.13535370079e-05 ko04745 Phototransduction - fly 19/1348 38/7206 1.21479323276e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1348 79/7206 2.85373758524e-05 ko04060 Cytokine-cytokine receptor interaction 15/1348 191/7206 2.92968061167e-05 ko04141 Protein processing in endoplasmic reticulum 14/1348 184/7206 3.08924360722e-05 ko05164 Influenza A 12/1348 167/7206 3.12793937873e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1348 74/7206 3.31079251644e-05 ko04014 Ras signaling pathway 80/1348 279/7206 4.0894086491e-05 ko04730 Long-term depression 30/1348 78/7206 4.88856301347e-05 ko04976 Bile secretion 30/1348 80/7206 6.86670085288e-05 ko04540 Gap junction 42/1348 128/7206 0.000128365495279 ko04750 Inflammatory mediator regulation of TRP channels 40/1348 122/7206 0.000157340064509 ko04514 Cell adhesion molecules (CAMs) 42/1348 130/7206 0.000159140425012 ko04612 Antigen processing and presentation 3/1348 77/7206 0.00018862808135 ko05110 Vibrio cholerae infection 24/1348 63/7206 0.000266936628125 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1348 59/7206 0.000280512615373 ko00520 Amino sugar and nucleotide sugar metabolism 1/1348 55/7206 0.000334974130691 ko04710 Circadian rhythm 18/1348 43/7206 0.000497253523163 ko04120 Ubiquitin mediated proteolysis 11/1348 138/7206 0.000562278602945 ko04371 Apelin signaling pathway 52/1348 177/7206 0.000569787095605 ko05162 Measles 9/1348 120/7206 0.000831011942966 ko05169 Epstein-Barr virus infection 21/1348 206/7206 0.00102560671948 ko04964 Proximal tubule bicarbonate reclamation 13/1348 29/7206 0.00110751849471 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1348 79/7206 0.00115057710851 ko05414 Dilated cardiomyopathy 35/1348 112/7206 0.00132418197401 ko05140 Leishmaniasis 4/1348 75/7206 0.00148693505582 ko00071 Fatty acid degradation 1/1348 45/7206 0.0016987834487 ko03420 Nucleotide excision repair 1/1348 46/7206 0.00178246625602 ko04924 Renin secretion 28/1348 86/7206 0.00194633027141 ko04915 Estrogen signaling pathway 39/1348 131/7206 0.00206737781142 ko04064 NF-kappa B signaling pathway 7/1348 96/7206 0.00225445648098 ko04146 Peroxisome 6/1348 89/7206 0.00230499741226 ko03022 Basal transcription factors 1/1348 44/7206 0.00275461391434 ko04622 RIG-I-like receptor signaling pathway 3/1348 62/7206 0.0027699324343 ko04610 Complement and coagulation cascades 5/1348 79/7206 0.00324095284805 ko04657 IL-17 signaling pathway 6/1348 87/7206 0.00325347325497 ko05133 Pertussis 6/1348 87/7206 0.00325347325497 ko04260 Cardiac muscle contraction 30/1348 98/7206 0.00387879913878 ko05205 Proteoglycans in cancer 33/1348 271/7206 0.00415257083252 ko04922 Glucagon signaling pathway 37/1348 128/7206 0.00415348340933 ko04015 Rap1 signaling pathway 71/1348 278/7206 0.00459462153524 ko04270 Vascular smooth muscle contraction 43/1348 154/7206 0.0046017914626 ko04923 Regulation of lipolysis in adipocytes 25/1348 77/7206 0.00462571520756 ko04918 Thyroid hormone synthesis 27/1348 86/7206 0.00484456706119 ko00630 Glyoxylate and dicarboxylate metabolism 1/1348 38/7206 0.00592228780209 ko03410 Base excision repair 1/1348 38/7206 0.00592228780209 ko00310 Lysine degradation 5/1348 73/7206 0.00620888569581 ko05131 Shigellosis 6/1348 82/7206 0.00621102311616 ko00240 Pyrimidine metabolism 10/1348 110/7206 0.0065906790043 ko04912 GnRH signaling pathway 35/1348 122/7206 0.00672852701795 ko05231 Choline metabolism in cancer 38/1348 134/7206 0.00685740284006 ko05161 Hepatitis B 19/1348 173/7206 0.0074353216653 ko04658 Th1 and Th2 cell differentiation 8/1348 96/7206 0.00779216819481 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1348 14/7206 0.00791944911391 ko00280 Valine, leucine and isoleucine degradation 3/1348 54/7206 0.0083354605801 ko04217 Necroptosis 20/1348 178/7206 0.00837183401528 ko05321 Inflammatory bowel disease (IBD) 3/1348 56/7206 0.00866967091581 ko04916 Melanogenesis 39/1348 142/7206 0.00898323975748 ko04626 Plant-pathogen interaction 8/1348 18/7206 0.0108147193904 ko03018 RNA degradation 7/1348 84/7206 0.0110229370174 ko05144 Malaria 2/1348 45/7206 0.0111904317146 ko04932 Non-alcoholic fatty liver disease (NAFLD) 21/1348 182/7206 0.0119306896813 ko00590 Arachidonic acid metabolism 3/1348 52/7206 0.0119540304145 ko00330 Arginine and proline metabolism 4/1348 61/7206 0.0123682115368 ko04930 Type II diabetes mellitus 18/1348 54/7206 0.0126456553406 ko00860 Porphyrin and chlorophyll metabolism 1/1348 34/7206 0.0136346496145 ko00562 Inositol phosphate metabolism 26/1348 89/7206 0.0137026869653 ko05145 Toxoplasmosis 13/1348 126/7206 0.0148921039317 ko04960 Aldosterone-regulated sodium reabsorption 14/1348 41/7206 0.0157328838185 ko04115 p53 signaling pathway 6/1348 74/7206 0.0159667951036 ko05166 HTLV-I infection 39/1348 292/7206 0.0172877054124 ko04214 Apoptosis - fly 6/1348 72/7206 0.0218506817531 ko04711 Circadian rhythm - fly 6/1348 13/7206 0.0218993425872 ko00260 Glycine, serine and threonine metabolism 3/1348 48/7206 0.0245214195464 ko05219 Bladder cancer 3/1348 48/7206 0.0245214195464 ko04210 Apoptosis 22/1348 180/7206 0.0254748441897 ko04973 Carbohydrate digestion and absorption 14/1348 42/7206 0.0262616730712 ko04620 Toll-like receptor signaling pathway 10/1348 100/7206 0.0271037702501 ko04113 Meiosis - yeast 6/1348 70/7206 0.029830051504 ko05320 Autoimmune thyroid disease 1/1348 29/7206 0.030699458484 ko04630 Jak-STAT signaling pathway 15/1348 132/7206 0.0315621186486 ko00230 Purine metabolism 48/1348 194/7206 0.0318723508023 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1348 100/7206 0.0383458194817 ko01212 Fatty acid metabolism 5/1348 60/7206 0.044183173523 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1348 15/7206 0.0456507772859