ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 185/1089 423/7206 1.1746281556e-48 ko04724 Glutamatergic synapse 83/1089 152/7206 2.90634593083e-30 ko05033 Nicotine addiction 44/1089 56/7206 3.23518376345e-26 ko05032 Morphine addiction 63/1089 110/7206 9.86158664837e-25 ko04728 Dopaminergic synapse 81/1089 185/7206 2.48364596015e-21 ko04713 Circadian entrainment 67/1089 136/7206 2.78073026534e-21 ko04721 Synaptic vesicle cycle 49/1089 80/7206 2.93364035516e-21 ko04727 GABAergic synapse 58/1089 110/7206 1.95861536907e-20 ko04725 Cholinergic synapse 72/1089 160/7206 6.65747125068e-20 ko04024 cAMP signaling pathway 99/1089 279/7206 6.90422985609e-18 ko04723 Retrograde endocannabinoid signaling 71/1089 175/7206 1.23364888633e-16 ko04020 Calcium signaling pathway 91/1089 265/7206 2.86731836494e-15 ko04742 Taste transduction 36/1089 61/7206 3.23690030045e-15 ko04911 Insulin secretion 52/1089 117/7206 2.00948909512e-14 ko04726 Serotonergic synapse 56/1089 137/7206 1.55911766752e-13 ko04360 Axon guidance 78/1089 233/7206 1.07790670825e-12 ko04921 Oxytocin signaling pathway 71/1089 209/7206 5.05754617322e-12 ko04261 Adrenergic signaling in cardiomyocytes 69/1089 205/7206 1.58232361481e-11 ko05031 Amphetamine addiction 39/1089 91/7206 1.48659713944e-10 ko04970 Salivary secretion 39/1089 95/7206 6.95486409581e-10 ko04720 Long-term potentiation 40/1089 99/7206 7.42998610934e-10 ko03040 Spliceosome 1/1089 145/7206 2.27698848817e-09 ko04744 Phototransduction 20/1089 36/7206 2.12043516453e-08 ko05168 Herpes simplex infection 6/1089 182/7206 2.83852833096e-07 ko03013 RNA transport 5/1089 166/7206 4.67207760936e-07 ko05203 Viral carcinogenesis 15/1089 277/7206 4.97655707812e-07 ko04740 Olfactory transduction 30/1089 80/7206 6.90974615124e-07 ko05030 Cocaine addiction 28/1089 73/7206 9.51364206943e-07 ko04022 cGMP-PKG signaling pathway 60/1089 216/7206 1.05155341419e-06 ko04060 Cytokine-cytokine receptor interaction 8/1089 191/7206 1.73269359783e-06 ko05164 Influenza A 6/1089 167/7206 1.81669458532e-06 ko04925 Aldosterone synthesis and secretion 35/1089 105/7206 2.73362217141e-06 ko05322 Systemic lupus erythematosus 5/1089 151/7206 4.7295377928e-06 ko04010 MAPK signaling pathway 79/1089 321/7206 4.72953941044e-06 ko04971 Gastric acid secretion 33/1089 98/7206 5.01147591131e-06 ko04924 Renin secretion 29/1089 86/7206 1.29812423793e-05 ko04514 Cell adhesion molecules (CAMs) 39/1089 130/7206 1.71918516465e-05 ko04120 Ubiquitin mediated proteolysis 5/1089 138/7206 1.95506359561e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 26/1089 74/7206 2.01061103216e-05 ko04014 Ras signaling pathway 68/1089 279/7206 3.66441662105e-05 ko04621 NOD-like receptor signaling pathway 7/1089 157/7206 3.75490206807e-05 ko03008 Ribosome biogenesis in eukaryotes 1/1089 79/7206 5.22450109396e-05 ko04745 Phototransduction - fly 16/1089 38/7206 5.46804353825e-05 ko04141 Protein processing in endoplasmic reticulum 10/1089 184/7206 6.01988908796e-05 ko04070 Phosphatidylinositol signaling system 33/1089 112/7206 8.77796189927e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 26/1089 79/7206 8.88995004114e-05 ko04730 Long-term depression 25/1089 78/7206 0.000163264447481 ko04966 Collecting duct acid secretion 12/1089 26/7206 0.000164416851014 ko04972 Pancreatic secretion 32/1089 111/7206 0.000234204782443 ko04260 Cardiac muscle contraction 29/1089 98/7206 0.000282568376836 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1089 14/7206 0.000339800057469 ko04540 Gap junction 35/1089 128/7206 0.000397262983316 ko04610 Complement and coagulation cascades 2/1089 79/7206 0.000411158457265 ko05414 Dilated cardiomyopathy 31/1089 112/7206 0.000488452634186 ko04750 Inflammatory mediator regulation of TRP channels 33/1089 122/7206 0.000520891270398 ko04961 Endocrine and other factor-regulated calcium reabsorption 19/1089 59/7206 0.000795546222133 ko05140 Leishmaniasis 2/1089 75/7206 0.000918756605843 ko05110 Vibrio cholerae infection 20/1089 63/7206 0.00104769590005 ko04072 Phospholipase D signaling pathway 47/1089 197/7206 0.00113696258554 ko04371 Apelin signaling pathway 43/1089 177/7206 0.00129431358569 ko05205 Proteoglycans in cancer 23/1089 271/7206 0.00130619466325 ko04064 NF-kappa B signaling pathway 4/1089 96/7206 0.00132492066202 ko05169 Epstein-Barr virus infection 16/1089 206/7206 0.00206489006324 ko00480 Glutathione metabolism 1/1089 55/7206 0.00209113710029 ko04146 Peroxisome 4/1089 89/7206 0.00258013886006 ko04915 Estrogen signaling pathway 33/1089 131/7206 0.00280724295242 ko00240 Pyrimidine metabolism 6/1089 110/7206 0.00281469986659 ko04626 Plant-pathogen interaction 8/1089 18/7206 0.00281683058138 ko00590 Arachidonic acid metabolism 1/1089 52/7206 0.00313486852035 ko04110 Cell cycle 10/1089 145/7206 0.00327649508167 ko04612 Antigen processing and presentation 3/1089 77/7206 0.00340845888508 ko05161 Hepatitis B 13/1089 173/7206 0.00349432393217 ko00310 Lysine degradation 3/1089 73/7206 0.00477660431046 ko04923 Regulation of lipolysis in adipocytes 21/1089 77/7206 0.00573125454536 ko00330 Arginine and proline metabolism 2/1089 61/7206 0.00612574552041 ko04214 Apoptosis - fly 3/1089 72/7206 0.00711910536906 ko04015 Rap1 signaling pathway 58/1089 278/7206 0.00804213694485 ko03022 Basal transcription factors 1/1089 44/7206 0.0104536464015 ko00071 Fatty acid degradation 1/1089 45/7206 0.0106118556813 ko04976 Bile secretion 21/1089 80/7206 0.0108238193923 ko03420 Nucleotide excision repair 1/1089 46/7206 0.0110847164858 ko00280 Valine, leucine and isoleucine degradation 2/1089 54/7206 0.0127048124617 ko04640 Hematopoietic cell lineage 3/1089 64/7206 0.0138054090376 ko03018 RNA degradation 5/1089 84/7206 0.0139328586514 ko04115 p53 signaling pathway 4/1089 74/7206 0.0141240824299 ko04932 Non-alcoholic fatty liver disease (NAFLD) 16/1089 182/7206 0.0154125153034 ko00140 Steroid hormone biosynthesis 1/1089 41/7206 0.0155808329627 ko00983 Drug metabolism - other enzymes 1/1089 42/7206 0.0156949552885 ko00562 Inositol phosphate metabolism 22/1089 89/7206 0.0162754982569 ko05410 Hypertrophic cardiomyopathy (HCM) 24/1089 100/7206 0.0165439332348 ko04916 Melanogenesis 32/1089 142/7206 0.0173738795411 ko04391 Hippo signaling pathway - fly 22/1089 90/7206 0.0173866421215 ko01200 Carbon metabolism 10/1089 128/7206 0.01756865429 ko04722 Neurotrophin signaling pathway 35/1089 160/7206 0.0190044496852 ko05131 Shigellosis 5/1089 82/7206 0.0191587671102 ko04330 Notch signaling pathway 3/1089 62/7206 0.0195581486638 ko04622 RIG-I-like receptor signaling pathway 3/1089 62/7206 0.0195581486638 ko04668 TNF signaling pathway 9/1089 120/7206 0.0197202175128 ko05162 Measles 9/1089 120/7206 0.0197202175128 ko05145 Toxoplasmosis 10/1089 126/7206 0.0230890071972 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1089 40/7206 0.0238605355026 ko00380 Tryptophan metabolism 2/1089 50/7206 0.0269761428721 ko04658 Th1 and Th2 cell differentiation 7/1089 96/7206 0.0305313398308 ko04270 Vascular smooth muscle contraction 33/1089 154/7206 0.0307290770378 ko04964 Proximal tubule bicarbonate reclamation 9/1089 29/7206 0.0316764173656 ko05133 Pertussis 6/1089 87/7206 0.0335074859265 ko04217 Necroptosis 17/1089 178/7206 0.0340182055867 ko04930 Type II diabetes mellitus 14/1089 54/7206 0.0344832278613 ko00982 Drug metabolism - cytochrome P450 1/1089 37/7206 0.0350431557297 ko01524 Platinum drug resistance 5/1089 76/7206 0.0355081813696 ko00620 Pyruvate metabolism 2/1089 46/7206 0.0380146322282 ko05231 Choline metabolism in cancer 29/1089 134/7206 0.0382485046544 ko00270 Cysteine and methionine metabolism 2/1089 47/7206 0.0385265184933 ko05321 Inflammatory bowel disease (IBD) 3/1089 56/7206 0.0385861542742 ko05219 Bladder cancer 2/1089 48/7206 0.0397796012686 ko04620 Toll-like receptor signaling pathway 8/1089 100/7206 0.0480681428963 ko04630 Jak-STAT signaling pathway 12/1089 132/7206 0.0498944406252