ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 200/1225 423/7206 9.68775805734e-51 ko04724 Glutamatergic synapse 91/1225 152/7206 2.80741641596e-33 ko05033 Nicotine addiction 48/1225 56/7206 1.84610656951e-29 ko05032 Morphine addiction 68/1225 110/7206 2.89933215666e-26 ko04713 Circadian entrainment 77/1225 136/7206 4.67833070554e-26 ko04727 GABAergic synapse 66/1225 110/7206 1.85453549001e-24 ko04721 Synaptic vesicle cycle 51/1225 80/7206 7.53179172157e-21 ko04728 Dopaminergic synapse 85/1225 185/7206 1.50782928226e-20 ko04725 Cholinergic synapse 75/1225 160/7206 7.03793694015e-19 ko04020 Calcium signaling pathway 103/1225 265/7206 4.57969633942e-18 ko04723 Retrograde endocannabinoid signaling 78/1225 175/7206 5.67680728545e-18 ko04024 cAMP signaling pathway 106/1225 279/7206 1.4410794772e-17 ko04742 Taste transduction 39/1225 61/7206 2.69361758111e-16 ko04911 Insulin secretion 56/1225 117/7206 6.84723643035e-15 ko04921 Oxytocin signaling pathway 81/1225 209/7206 3.01563295167e-14 ko04726 Serotonergic synapse 59/1225 137/7206 4.41814950615e-13 ko04744 Phototransduction 25/1225 36/7206 4.11861536681e-12 ko04970 Salivary secretion 45/1225 95/7206 5.09713224156e-12 ko04261 Adrenergic signaling in cardiomyocytes 74/1225 205/7206 2.17833064897e-11 ko03040 Spliceosome 1/1225 145/7206 7.10929870572e-11 ko05031 Amphetamine addiction 42/1225 91/7206 7.52463988436e-11 ko04720 Long-term potentiation 44/1225 99/7206 1.24776811979e-10 ko04740 Olfactory transduction 37/1225 80/7206 9.51176248911e-10 ko04022 cGMP-PKG signaling pathway 73/1225 216/7206 1.0222384583e-09 ko05203 Viral carcinogenesis 16/1225 277/7206 1.92561482454e-08 ko04360 Axon guidance 74/1225 233/7206 2.15492648369e-08 ko04925 Aldosterone synthesis and secretion 41/1225 105/7206 5.52027791319e-08 ko04971 Gastric acid secretion 38/1225 98/7206 2.10213656115e-07 ko05168 Herpes simplex infection 8/1225 182/7206 2.24210013713e-07 ko05030 Cocaine addiction 31/1225 73/7206 2.4709546609e-07 ko04060 Cytokine-cytokine receptor interaction 9/1225 191/7206 2.59935179111e-07 ko03013 RNA transport 7/1225 166/7206 5.69599636472e-07 ko05164 Influenza A 7/1225 167/7206 5.80217897133e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1225 74/7206 1.27545055846e-06 ko05322 Systemic lupus erythematosus 6/1225 151/7206 1.50817412106e-06 ko04540 Gap junction 43/1225 128/7206 4.00146002459e-06 ko04924 Renin secretion 32/1225 86/7206 7.03883582417e-06 ko04621 NOD-like receptor signaling pathway 8/1225 157/7206 8.24095827055e-06 ko04120 Ubiquitin mediated proteolysis 6/1225 138/7206 9.35626496857e-06 ko04010 MAPK signaling pathway 85/1225 321/7206 1.26857382429e-05 ko04514 Cell adhesion molecules (CAMs) 42/1225 130/7206 1.57710791228e-05 ko05169 Epstein-Barr virus infection 14/1225 206/7206 1.89655356805e-05 ko04966 Collecting duct acid secretion 14/1225 26/7206 1.98252576497e-05 ko04972 Pancreatic secretion 37/1225 111/7206 3.04937092516e-05 ko04976 Bile secretion 29/1225 80/7206 3.07207221812e-05 ko05110 Vibrio cholerae infection 24/1225 63/7206 5.70323170934e-05 ko04260 Cardiac muscle contraction 33/1225 98/7206 5.76411000253e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1225 79/7206 6.20282017095e-05 ko04141 Protein processing in endoplasmic reticulum 13/1225 184/7206 9.27364855602e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1225 79/7206 0.000111156902781 ko05140 Leishmaniasis 2/1225 75/7206 0.00016196466991 ko04064 NF-kappa B signaling pathway 4/1225 96/7206 0.000182411373791 ko04730 Long-term depression 27/1225 78/7206 0.000184887056861 ko05414 Dilated cardiomyopathy 35/1225 112/7206 0.000186308102341 ko04070 Phosphatidylinositol signaling system 35/1225 112/7206 0.000186308102341 ko04750 Inflammatory mediator regulation of TRP channels 37/1225 122/7206 0.000226143300936 ko04745 Phototransduction - fly 16/1225 38/7206 0.000231347331612 ko05205 Proteoglycans in cancer 25/1225 271/7206 0.00026804611868 ko04371 Apelin signaling pathway 49/1225 177/7206 0.000342006364633 ko05161 Hepatitis B 13/1225 173/7206 0.000434550177511 ko04110 Cell cycle 10/1225 145/7206 0.000478763449848 ko05162 Measles 7/1225 120/7206 0.000499460894322 ko04961 Endocrine and other factor-regulated calcium reabsorption 21/1225 59/7206 0.000644144133846 ko04612 Antigen processing and presentation 3/1225 77/7206 0.000679752340389 ko04610 Complement and coagulation cascades 3/1225 79/7206 0.000713485160401 ko04630 Jak-STAT signaling pathway 9/1225 132/7206 0.000931759739327 ko04923 Regulation of lipolysis in adipocytes 25/1225 77/7206 0.00106982125651 ko04626 Plant-pathogen interaction 9/1225 18/7206 0.00128972564978 ko04072 Phospholipase D signaling pathway 51/1225 197/7206 0.00140621961132 ko04014 Ras signaling pathway 68/1225 279/7206 0.00144659971157 ko04915 Estrogen signaling pathway 36/1225 131/7206 0.00217271044629 ko04146 Peroxisome 5/1225 89/7206 0.00249839876955 ko03420 Nucleotide excision repair 1/1225 46/7206 0.00284833802519 ko05321 Inflammatory bowel disease (IBD) 2/1225 56/7206 0.00375460473273 ko03022 Basal transcription factors 1/1225 44/7206 0.00427038825767 ko05144 Malaria 1/1225 45/7206 0.00434417527943 ko00071 Fatty acid degradation 1/1225 45/7206 0.00434417527943 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1225 14/7206 0.00456850818037 ko05145 Toxoplasmosis 10/1225 126/7206 0.00548977035442 ko04964 Proximal tubule bicarbonate reclamation 11/1225 29/7206 0.00575943891826 ko00480 Glutathione metabolism 2/1225 55/7206 0.00577832526523 ko04330 Notch signaling pathway 3/1225 62/7206 0.00626391694121 ko04622 RIG-I-like receptor signaling pathway 3/1225 62/7206 0.00626391694121 ko05410 Hypertrophic cardiomyopathy (HCM) 28/1225 100/7206 0.00669888569075 ko00310 Lysine degradation 4/1225 73/7206 0.00688272875823 ko00590 Arachidonic acid metabolism 2/1225 52/7206 0.00825144848584 ko00330 Arginine and proline metabolism 3/1225 61/7206 0.00914794895202 ko04657 IL-17 signaling pathway 6/1225 87/7206 0.00915074075261 ko05133 Pertussis 6/1225 87/7206 0.00915074075261 ko00562 Inositol phosphate metabolism 25/1225 89/7206 0.00971176106894 ko00240 Pyrimidine metabolism 9/1225 110/7206 0.0102535280982 ko05215 Prostate cancer 9/1225 111/7206 0.0103191136166 ko05219 Bladder cancer 2/1225 48/7206 0.0117919538913 ko04922 Glucagon signaling pathway 33/1225 128/7206 0.0120316517894 ko03018 RNA degradation 6/1225 84/7206 0.0124860743533 ko04918 Thyroid hormone synthesis 24/1225 86/7206 0.0130319928095 ko05166 HTLV-I infection 34/1225 292/7206 0.0134011619731 ko00630 Glyoxylate and dicarboxylate metabolism 1/1225 38/7206 0.0149263140066 ko04620 Toll-like receptor signaling pathway 8/1225 100/7206 0.0149984717107 ko04932 Non-alcoholic fatty liver disease (NAFLD) 19/1225 182/7206 0.0160917431255 ko00290 Valine, leucine and isoleucine biosynthesis 3/1225 4/7206 0.017115812211 ko05131 Shigellosis 6/1225 82/7206 0.0171168231593 ko04916 Melanogenesis 35/1225 142/7206 0.0176403392345 ko04214 Apoptosis - fly 5/1225 72/7206 0.0178934084109 ko04930 Type II diabetes mellitus 16/1225 54/7206 0.0179026125496 ko04115 p53 signaling pathway 5/1225 74/7206 0.0183009012092 ko04640 Hematopoietic cell lineage 4/1225 64/7206 0.0183976324676 ko04658 Th1 and Th2 cell differentiation 8/1225 96/7206 0.0197631702548 ko04933 AGE-RAGE signaling pathway in diabetic complications 13/1225 135/7206 0.0202237499425 ko04210 Apoptosis 19/1225 180/7206 0.0203010598563 ko05222 Small cell lung cancer 7/1225 89/7206 0.0219061647149 ko04270 Vascular smooth muscle contraction 37/1225 154/7206 0.0226155283303 ko04510 Focal adhesion 28/1225 240/7206 0.0231016164816 ko00280 Valine, leucine and isoleucine degradation 3/1225 54/7206 0.0268450447885 ko04912 GnRH signaling pathway 30/1225 122/7206 0.0285637030182 ko01524 Platinum drug resistance 6/1225 76/7206 0.0312244484609 ko05418 Fluid shear stress and atherosclerosis 19/1225 173/7206 0.0313580052273 ko03320 PPAR signaling pathway 5/1225 69/7206 0.0344307864973 ko04140 Autophagy - animal 18/1225 164/7206 0.0355757733734 ko00380 Tryptophan metabolism 3/1225 50/7206 0.0365788467972 ko04668 TNF signaling pathway 12/1225 120/7206 0.0373061791356 ko04137 Mitophagy - animal 7/1225 82/7206 0.0382843646619 ko04710 Circadian rhythm 13/1225 43/7206 0.0382851469848 ko04114 Oocyte meiosis 33/1225 139/7206 0.0395103184956 ko04015 Rap1 signaling pathway 60/1225 278/7206 0.0416980049621 ko04217 Necroptosis 20/1225 178/7206 0.0426047444141 ko05320 Autoimmune thyroid disease 1/1225 29/7206 0.0483656276912 ko05340 Primary immunodeficiency 1/1225 30/7206 0.0486581755667 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1225 92/7206 0.0493662714913