ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 198/1095 423/7206 8.58933600233e-58 ko04724 Glutamatergic synapse 89/1095 152/7206 1.90647911521e-35 ko05033 Nicotine addiction 49/1095 56/7206 2.49535123697e-33 ko04713 Circadian entrainment 77/1095 136/7206 2.15578160621e-29 ko04727 GABAergic synapse 66/1095 110/7206 2.30621963623e-27 ko05032 Morphine addiction 64/1095 110/7206 1.67303127137e-25 ko04728 Dopaminergic synapse 87/1095 185/7206 2.35179806579e-25 ko04725 Cholinergic synapse 77/1095 160/7206 2.47136168126e-23 ko04721 Synaptic vesicle cycle 50/1095 80/7206 3.9751841543e-22 ko04723 Retrograde endocannabinoid signaling 77/1095 175/7206 2.46682853291e-20 ko04020 Calcium signaling pathway 98/1095 265/7206 5.75711408595e-19 ko04024 cAMP signaling pathway 101/1095 279/7206 1.08160534303e-18 ko04921 Oxytocin signaling pathway 82/1095 209/7206 7.66881260177e-18 ko04911 Insulin secretion 56/1095 117/7206 3.96282806516e-17 ko04726 Serotonergic synapse 61/1095 137/7206 1.22296684473e-16 ko04742 Taste transduction 37/1095 61/7206 4.50421041485e-16 ko04720 Long-term potentiation 49/1095 99/7206 6.95766141432e-16 ko05031 Amphetamine addiction 45/1095 91/7206 1.13495684069e-14 ko04744 Phototransduction 26/1095 36/7206 2.22757369539e-14 ko04970 Salivary secretion 43/1095 95/7206 2.13528052576e-12 ko04261 Adrenergic signaling in cardiomyocytes 71/1095 205/7206 2.96925438704e-12 ko04740 Olfactory transduction 38/1095 80/7206 6.67269402073e-12 ko03040 Spliceosome 1/1095 145/7206 1.36060424821e-09 ko04925 Aldosterone synthesis and secretion 41/1095 105/7206 1.84037352437e-09 ko05168 Herpes simplex infection 4/1095 182/7206 6.53728654615e-09 ko04971 Gastric acid secretion 38/1095 98/7206 9.10267042573e-09 ko05203 Viral carcinogenesis 12/1095 277/7206 9.82501184998e-09 ko05030 Cocaine addiction 31/1095 73/7206 1.72771706634e-08 ko04360 Axon guidance 68/1095 233/7206 4.07245424268e-08 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1095 74/7206 4.02050693324e-07 ko04010 MAPK signaling pathway 83/1095 321/7206 4.03145278754e-07 ko04540 Gap junction 42/1095 128/7206 5.63223406299e-07 ko04022 cGMP-PKG signaling pathway 61/1095 216/7206 6.11654783525e-07 ko04730 Long-term depression 29/1095 78/7206 1.46113191176e-06 ko04060 Cytokine-cytokine receptor interaction 8/1095 191/7206 1.74423304242e-06 ko04745 Phototransduction - fly 18/1095 38/7206 2.63410577794e-06 ko05322 Systemic lupus erythematosus 5/1095 151/7206 3.04079133514e-06 ko04924 Renin secretion 30/1095 86/7206 5.11208793448e-06 ko04966 Collecting duct acid secretion 14/1095 26/7206 5.16978152783e-06 ko03013 RNA transport 7/1095 166/7206 8.92569965378e-06 ko05164 Influenza A 7/1095 167/7206 9.0842328822e-06 ko04972 Pancreatic secretion 35/1095 111/7206 1.2182523913e-05 ko04260 Cardiac muscle contraction 32/1095 98/7206 1.22822757632e-05 ko04070 Phosphatidylinositol signaling system 35/1095 112/7206 1.43433288561e-05 ko04750 Inflammatory mediator regulation of TRP channels 37/1095 122/7206 1.8339966245e-05 ko04120 Ubiquitin mediated proteolysis 5/1095 138/7206 1.96037872548e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1095 79/7206 2.25060680875e-05 ko05110 Vibrio cholerae infection 23/1095 63/7206 2.49881242197e-05 ko04621 NOD-like receptor signaling pathway 7/1095 157/7206 2.56417818676e-05 ko04514 Cell adhesion molecules (CAMs) 38/1095 130/7206 3.55657464547e-05 ko04141 Protein processing in endoplasmic reticulum 10/1095 184/7206 4.26854012488e-05 ko04072 Phospholipase D signaling pathway 52/1095 197/7206 4.54415778842e-05 ko04610 Complement and coagulation cascades 1/1095 79/7206 5.18821530215e-05 ko04612 Antigen processing and presentation 1/1095 77/7206 7.96650811881e-05 ko04014 Ras signaling pathway 67/1095 279/7206 8.08687160632e-05 ko05169 Epstein-Barr virus infection 13/1095 206/7206 0.000107274505731 ko04915 Estrogen signaling pathway 37/1095 131/7206 0.000109772807803 ko04214 Apoptosis - fly 1/1095 72/7206 0.000184415203297 ko05414 Dilated cardiomyopathy 32/1095 112/7206 0.000266502942747 ko04912 GnRH signaling pathway 34/1095 122/7206 0.000295753597366 ko04961 Endocrine and other factor-regulated calcium reabsorption 20/1095 59/7206 0.000326720993665 ko04110 Cell cycle 8/1095 145/7206 0.000400676211752 ko03008 Ribosome biogenesis in eukaryotes 2/1095 79/7206 0.000409376456504 ko04626 Plant-pathogen interaction 9/1095 18/7206 0.000553939732186 ko04371 Apelin signaling pathway 44/1095 177/7206 0.000633335144462 ko04976 Bile secretion 24/1095 80/7206 0.000761797920145 ko00480 Glutathione metabolism 1/1095 55/7206 0.00208649618609 ko04964 Proximal tubule bicarbonate reclamation 11/1095 29/7206 0.00234220642188 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1095 14/7206 0.00235854181899 ko05205 Proteoglycans in cancer 24/1095 271/7206 0.00241343844753 ko04146 Peroxisome 4/1095 89/7206 0.00258778468087 ko05162 Measles 7/1095 120/7206 0.00283437634378 ko04916 Melanogenesis 35/1095 142/7206 0.00291049305216 ko00590 Arachidonic acid metabolism 1/1095 52/7206 0.0031201765101 ko05140 Leishmaniasis 3/1095 75/7206 0.00331808129636 ko04064 NF-kappa B signaling pathway 5/1095 96/7206 0.00379727734829 ko04330 Notch signaling pathway 2/1095 62/7206 0.00411434307571 ko00310 Lysine degradation 3/1095 73/7206 0.0047753099368 ko04015 Rap1 signaling pathway 59/1095 278/7206 0.00621468888992 ko00240 Pyrimidine metabolism 7/1095 110/7206 0.00696732036981 ko03420 Nucleotide excision repair 1/1095 46/7206 0.00700496917437 ko04973 Carbohydrate digestion and absorption 13/1095 42/7206 0.0084285265655 ko05166 HTLV-I infection 29/1095 292/7206 0.00966873241522 ko04657 IL-17 signaling pathway 5/1095 87/7206 0.0100906972766 ko00562 Inositol phosphate metabolism 23/1095 89/7206 0.0105207007449 ko05214 Glioma 21/1095 79/7206 0.0105310229252 ko05144 Malaria 1/1095 45/7206 0.0106618677997 ko00071 Fatty acid degradation 1/1095 45/7206 0.0106618677997 ko05410 Hypertrophic cardiomyopathy (HCM) 25/1095 100/7206 0.0106802618018 ko04114 Oocyte meiosis 32/1095 139/7206 0.0121760241409 ko05321 Inflammatory bowel disease (IBD) 2/1095 56/7206 0.0132804491977 ko05161 Hepatitis B 15/1095 173/7206 0.0134071216536 ko04640 Hematopoietic cell lineage 3/1095 64/7206 0.0137493822588 ko03018 RNA degradation 5/1095 84/7206 0.0138897794658 ko05231 Choline metabolism in cancer 31/1095 134/7206 0.0144682397697 ko04923 Regulation of lipolysis in adipocytes 20/1095 77/7206 0.0152074541011 ko04062 Chemokine signaling pathway 43/1095 201/7206 0.016507375658 ko05131 Shigellosis 5/1095 82/7206 0.0192081286384 ko04217 Necroptosis 16/1095 178/7206 0.0194623812443 ko04622 RIG-I-like receptor signaling pathway 3/1095 62/7206 0.0195842940682 ko04930 Type II diabetes mellitus 15/1095 54/7206 0.0199538247111 ko04142 Lysosome 13/1095 151/7206 0.0214488812549 ko04270 Vascular smooth muscle contraction 34/1095 154/7206 0.0225091415634 ko00630 Glyoxylate and dicarboxylate metabolism 1/1095 38/7206 0.0230994668559 ko03410 Base excision repair 1/1095 38/7206 0.0230994668559 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1095 40/7206 0.0240186803047 ko04922 Glucagon signaling pathway 29/1095 128/7206 0.0244636928417 ko00260 Glycine, serine and threonine metabolism 2/1095 48/7206 0.0264287118101 ko04071 Sphingolipid signaling pathway 35/1095 162/7206 0.0264346261949 ko05120 Epithelial cell signaling in Helicobacter pylori infection 22/1095 92/7206 0.0270735251319 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1095 182/7206 0.0274035912578 ko05010 Alzheimer's disease 42/1095 202/7206 0.0285650037942 ko00512 Mucin type O-glycan biosynthesis 9/1095 29/7206 0.0322116578913 ko04722 Neurotrophin signaling pathway 34/1095 160/7206 0.0344698360308 ko00982 Drug metabolism - cytochrome P450 1/1095 37/7206 0.0352048846221 ko01524 Platinum drug resistance 5/1095 76/7206 0.0355434017074 ko04350 TGF-beta signaling pathway 8/1095 103/7206 0.0368797177141 ko04668 TNF signaling pathway 10/1095 120/7206 0.0389847927602 ko05016 Huntington's disease 22/1095 215/7206 0.0422707159289 ko05230 Central carbon metabolism in cancer 19/1095 81/7206 0.0429533448562 ko05145 Toxoplasmosis 11/1095 126/7206 0.0442507077298 ko04960 Aldosterone-regulated sodium reabsorption 11/1095 41/7206 0.0477143453838 ko04918 Thyroid hormone synthesis 20/1095 86/7206 0.0477774766655 ko04115 p53 signaling pathway 5/1095 74/7206 0.0487324288731