ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 194/1162 423/7206 2.11417122642e-50 ko04724 Glutamatergic synapse 93/1162 152/7206 4.86149053944e-37 ko05033 Nicotine addiction 49/1162 56/7206 4.52796361784e-32 ko05032 Morphine addiction 71/1162 110/7206 1.3274777418e-30 ko04713 Circadian entrainment 80/1162 136/7206 2.9889376076e-30 ko04727 GABAergic synapse 68/1162 110/7206 1.11077974822e-27 ko04728 Dopaminergic synapse 89/1162 185/7206 6.8141803216e-25 ko04725 Cholinergic synapse 79/1162 160/7206 4.11049444265e-23 ko04721 Synaptic vesicle cycle 52/1162 80/7206 6.62728409539e-23 ko04723 Retrograde endocannabinoid signaling 80/1162 175/7206 1.0592553964e-20 ko04911 Insulin secretion 61/1162 117/7206 1.27427205648e-19 ko04024 cAMP signaling pathway 106/1162 279/7206 1.77938934517e-19 ko04020 Calcium signaling pathway 98/1162 265/7206 4.05416499351e-17 ko04726 Serotonergic synapse 63/1162 137/7206 1.08386905767e-16 ko04921 Oxytocin signaling pathway 83/1162 209/7206 1.43515025594e-16 ko04742 Taste transduction 38/1162 61/7206 3.80557736826e-16 ko04720 Long-term potentiation 49/1162 99/7206 7.95046809893e-15 ko05031 Amphetamine addiction 45/1162 91/7206 1.05827262931e-13 ko04970 Salivary secretion 45/1162 95/7206 7.53531106676e-13 ko04744 Phototransduction 25/1162 36/7206 1.21144165392e-12 ko04261 Adrenergic signaling in cardiomyocytes 74/1162 205/7206 1.45466608008e-12 ko04740 Olfactory transduction 40/1162 80/7206 1.59806495358e-12 ko04925 Aldosterone synthesis and secretion 44/1162 105/7206 2.1953312333e-10 ko04971 Gastric acid secretion 42/1162 98/7206 2.42171841342e-10 ko03040 Spliceosome 1/1162 145/7206 3.14582301038e-10 ko05168 Herpes simplex infection 6/1162 182/7206 5.54134402929e-08 ko05030 Cocaine addiction 31/1162 73/7206 7.16980565504e-08 ko04540 Gap junction 45/1162 128/7206 1.36778670072e-07 ko04360 Axon guidance 69/1162 233/7206 1.56023291802e-07 ko04022 cGMP-PKG signaling pathway 65/1162 216/7206 2.42236993013e-07 ko04972 Pancreatic secretion 39/1162 111/7206 7.32196066189e-07 ko04060 Cytokine-cytokine receptor interaction 9/1162 191/7206 1.21078443966e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1162 74/7206 1.43429366943e-06 ko05203 Viral carcinogenesis 18/1162 277/7206 1.56727842454e-06 ko04966 Collecting duct acid secretion 15/1162 26/7206 1.5714662868e-06 ko04730 Long-term depression 30/1162 78/7206 2.52886871925e-06 ko04010 MAPK signaling pathway 84/1162 321/7206 2.60486638173e-06 ko03013 RNA transport 7/1162 166/7206 2.87105371248e-06 ko04070 Phosphatidylinositol signaling system 38/1162 112/7206 3.09863711041e-06 ko05322 Systemic lupus erythematosus 6/1162 151/7206 5.03745437713e-06 ko04745 Phototransduction - fly 18/1162 38/7206 6.30299633385e-06 ko04621 NOD-like receptor signaling pathway 7/1162 157/7206 8.13679989584e-06 ko04514 Cell adhesion molecules (CAMs) 41/1162 130/7206 9.99916777984e-06 ko04141 Protein processing in endoplasmic reticulum 10/1162 184/7206 1.50479584723e-05 ko04750 Inflammatory mediator regulation of TRP channels 39/1162 122/7206 1.55232930944e-05 ko04924 Renin secretion 30/1162 86/7206 1.94848416299e-05 ko04072 Phospholipase D signaling pathway 55/1162 197/7206 1.99752228029e-05 ko05110 Vibrio cholerae infection 24/1162 63/7206 2.02008181031e-05 ko05164 Influenza A 9/1162 167/7206 2.71536957795e-05 ko04120 Ubiquitin mediated proteolysis 6/1162 138/7206 3.09715313175e-05 ko04110 Cell cycle 7/1162 145/7206 4.91775781669e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1162 79/7206 7.42701845919e-05 ko04915 Estrogen signaling pathway 39/1162 131/7206 9.42358039738e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1162 59/7206 9.49184477231e-05 ko04260 Cardiac muscle contraction 31/1162 98/7206 0.000133493616529 ko05414 Dilated cardiomyopathy 34/1162 112/7206 0.000137606448508 ko04371 Apelin signaling pathway 48/1162 177/7206 0.000167356087603 ko04014 Ras signaling pathway 69/1162 279/7206 0.000168555405169 ko04610 Complement and coagulation cascades 2/1162 79/7206 0.000173831360937 ko03008 Ribosome biogenesis in eukaryotes 2/1162 79/7206 0.000173831360937 ko05162 Measles 6/1162 120/7206 0.000247539873562 ko04612 Antigen processing and presentation 2/1162 77/7206 0.000257772112834 ko04976 Bile secretion 26/1162 80/7206 0.000307282031789 ko04064 NF-kappa B signaling pathway 4/1162 96/7206 0.000406563603151 ko04912 GnRH signaling pathway 35/1162 122/7206 0.000423133604106 ko04626 Plant-pathogen interaction 9/1162 18/7206 0.000868859715519 ko05205 Proteoglycans in cancer 25/1162 271/7206 0.000994300950563 ko05169 Epstein-Barr virus infection 17/1162 206/7206 0.00103351954566 ko04146 Peroxisome 4/1162 89/7206 0.00120674367879 ko00480 Glutathione metabolism 1/1162 55/7206 0.00133210311162 ko04015 Rap1 signaling pathway 65/1162 278/7206 0.00148791201983 ko00590 Arachidonic acid metabolism 1/1162 52/7206 0.00198221701983 ko04932 Non-alcoholic fatty liver disease (NAFLD) 15/1162 182/7206 0.00211705112487 ko05140 Leishmaniasis 3/1162 75/7206 0.00225734415877 ko04916 Melanogenesis 37/1162 142/7206 0.00247881758971 ko04923 Regulation of lipolysis in adipocytes 23/1162 77/7206 0.00256375809331 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1162 14/7206 0.00335371424008 ko00240 Pyrimidine metabolism 7/1162 110/7206 0.0036517969126 ko04964 Proximal tubule bicarbonate reclamation 11/1162 29/7206 0.00379173641677 ko03420 Nucleotide excision repair 1/1162 46/7206 0.00447575340854 ko04918 Thyroid hormone synthesis 24/1162 86/7206 0.00478885380646 ko04657 IL-17 signaling pathway 5/1162 87/7206 0.00502897154513 ko04270 Vascular smooth muscle contraction 38/1162 154/7206 0.00540247904808 ko05321 Inflammatory bowel disease (IBD) 2/1162 56/7206 0.00574293587992 ko04062 Chemokine signaling pathway 47/1162 201/7206 0.00631286578739 ko03022 Basal transcription factors 1/1162 44/7206 0.00669612586025 ko05144 Malaria 1/1162 45/7206 0.00685204252176 ko01524 Platinum drug resistance 4/1162 76/7206 0.00696831195577 ko05034 Alcoholism 54/1162 238/7206 0.00700634997151 ko04217 Necroptosis 16/1162 178/7206 0.00706943447525 ko05214 Glioma 22/1162 79/7206 0.00807226290853 ko04214 Apoptosis - fly 4/1162 72/7206 0.00970974705901 ko00310 Lysine degradation 4/1162 73/7206 0.00973876466901 ko05145 Toxoplasmosis 10/1162 126/7206 0.00982062338136 ko00140 Steroid hormone biosynthesis 1/1162 41/7206 0.0100374553753 ko04922 Glucagon signaling pathway 32/1162 128/7206 0.010237592989 ko04630 Jak-STAT signaling pathway 11/1162 132/7206 0.0117677776435 ko05231 Choline metabolism in cancer 33/1162 134/7206 0.0121121917378 ko04210 Apoptosis 17/1162 180/7206 0.01329938503 ko04622 RIG-I-like receptor signaling pathway 3/1162 62/7206 0.013684914536 ko05166 HTLV-I infection 32/1162 292/7206 0.0145125127656 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1162 40/7206 0.0154127325375 ko04658 Th1 and Th2 cell differentiation 7/1162 96/7206 0.0166498279156 ko00260 Glycine, serine and threonine metabolism 2/1162 48/7206 0.0177185758308 ko04973 Carbohydrate digestion and absorption 13/1162 42/7206 0.0177592048299 ko05016 Huntington's disease 22/1162 215/7206 0.0181139402238 ko00562 Inositol phosphate metabolism 23/1162 89/7206 0.0191176601614 ko04114 Oocyte meiosis 33/1162 139/7206 0.0191752988398 ko05410 Hypertrophic cardiomyopathy (HCM) 25/1162 100/7206 0.0195561555674 ko05161 Hepatitis B 17/1162 173/7206 0.021038243309 ko00982 Drug metabolism - cytochrome P450 1/1162 37/7206 0.0226476110019 ko00630 Glyoxylate and dicarboxylate metabolism 1/1162 38/7206 0.0236434076922 ko03410 Base excision repair 1/1162 38/7206 0.0236434076922 ko03018 RNA degradation 6/1162 84/7206 0.0240231929689 ko04115 p53 signaling pathway 5/1162 74/7206 0.0252968818118 ko04930 Type II diabetes mellitus 15/1162 54/7206 0.0254390383127 ko04640 Hematopoietic cell lineage 4/1162 64/7206 0.0263346882644 ko05222 Small cell lung cancer 7/1162 89/7206 0.0295385211356 ko05131 Shigellosis 6/1162 82/7206 0.0328502587761 ko04668 TNF signaling pathway 11/1162 120/7206 0.033501088308 ko05418 Fluid shear stress and atherosclerosis 18/1162 173/7206 0.0364188212918 ko04330 Notch signaling pathway 4/1162 62/7206 0.0364422865969 ko00600 Sphingolipid metabolism 4/1162 63/7206 0.0369832628065 ko00280 Valine, leucine and isoleucine degradation 3/1162 54/7206 0.0384905797482 ko00071 Fatty acid degradation 2/1162 45/7206 0.0386640914016 ko05133 Pertussis 7/1162 87/7206 0.0392936655723 ko04350 TGF-beta signaling pathway 9/1162 103/7206 0.0420324161273 ko05120 Epithelial cell signaling in Helicobacter pylori infection 22/1162 92/7206 0.0458841575659 ko05230 Central carbon metabolism in cancer 20/1162 81/7206 0.0465683638143 ko05217 Basal cell carcinoma 5/1162 68/7206 0.0467220772183 ko03320 PPAR signaling pathway 5/1162 69/7206 0.0469807872077