ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 212/1300 423/7206 1.08075460519e-54 ko04724 Glutamatergic synapse 96/1300 152/7206 1.2778319838e-35 ko05033 Nicotine addiction 49/1300 56/7206 1.05539576859e-29 ko04713 Circadian entrainment 82/1300 136/7206 1.78024573936e-28 ko05032 Morphine addiction 72/1300 110/7206 2.25573346757e-28 ko04727 GABAergic synapse 70/1300 110/7206 1.70083931358e-26 ko04721 Synaptic vesicle cycle 54/1300 80/7206 1.60257954435e-22 ko04725 Cholinergic synapse 81/1300 160/7206 2.66358716245e-21 ko04728 Dopaminergic synapse 88/1300 185/7206 1.06123867352e-20 ko04020 Calcium signaling pathway 111/1300 265/7206 3.26369348587e-20 ko04723 Retrograde endocannabinoid signaling 81/1300 175/7206 3.16785864344e-18 ko04911 Insulin secretion 62/1300 117/7206 7.59040745884e-18 ko04024 cAMP signaling pathway 110/1300 279/7206 1.10876048989e-17 ko04726 Serotonergic synapse 67/1300 137/7206 8.3384463974e-17 ko04921 Oxytocin signaling pathway 87/1300 209/7206 6.27464880236e-16 ko04742 Taste transduction 39/1300 61/7206 2.16544835033e-15 ko04744 Phototransduction 28/1300 36/7206 7.93972181142e-15 ko04970 Salivary secretion 49/1300 95/7206 9.14571981765e-14 ko04720 Long-term potentiation 50/1300 99/7206 1.48804051939e-13 ko05031 Amphetamine addiction 46/1300 91/7206 1.36561518965e-12 ko04740 Olfactory transduction 41/1300 80/7206 1.29488508699e-11 ko03040 Spliceosome 1/1300 145/7206 1.62223445722e-11 ko04261 Adrenergic signaling in cardiomyocytes 77/1300 205/7206 1.83476067939e-11 ko04925 Aldosterone synthesis and secretion 46/1300 105/7206 6.75786004533e-10 ko04022 cGMP-PKG signaling pathway 75/1300 216/7206 2.5688871589e-09 ko04971 Gastric acid secretion 42/1300 98/7206 1.13078907678e-08 ko04540 Gap junction 50/1300 128/7206 1.70547719226e-08 ko05168 Herpes simplex infection 8/1300 182/7206 4.31248638723e-08 ko05203 Viral carcinogenesis 19/1300 277/7206 6.64390931044e-08 ko03013 RNA transport 7/1300 166/7206 1.0938963814e-07 ko04360 Axon guidance 75/1300 233/7206 1.30492199327e-07 ko05030 Cocaine addiction 32/1300 73/7206 2.6764749283e-07 ko04972 Pancreatic secretion 42/1300 111/7206 6.3568965302e-07 ko04060 Cytokine-cytokine receptor interaction 11/1300 191/7206 7.94882323235e-07 ko04966 Collecting duct acid secretion 16/1300 26/7206 9.89597634001e-07 ko05322 Systemic lupus erythematosus 7/1300 151/7206 1.56927408813e-06 ko04730 Long-term depression 32/1300 78/7206 1.7847377568e-06 ko04924 Renin secretion 34/1300 86/7206 2.78594118549e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1300 74/7206 4.93852852508e-06 ko05164 Influenza A 10/1300 167/7206 8.72192109844e-06 ko04070 Phosphatidylinositol signaling system 40/1300 112/7206 8.86917270256e-06 ko04120 Ubiquitin mediated proteolysis 7/1300 138/7206 9.42032660191e-06 ko04514 Cell adhesion molecules (CAMs) 44/1300 130/7206 1.4099181797e-05 ko04010 MAPK signaling pathway 89/1300 321/7206 1.43030083196e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 25/1300 59/7206 1.8847457166e-05 ko04141 Protein processing in endoplasmic reticulum 13/1300 184/7206 2.40182832102e-05 ko04621 NOD-like receptor signaling pathway 10/1300 157/7206 3.32967875354e-05 ko04750 Inflammatory mediator regulation of TRP channels 41/1300 122/7206 3.86414642586e-05 ko04110 Cell cycle 9/1300 145/7206 4.44885063091e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1300 79/7206 4.46027914921e-05 ko05110 Vibrio cholerae infection 25/1300 63/7206 4.67467558493e-05 ko04976 Bile secretion 30/1300 80/7206 4.77926769476e-05 ko04072 Phospholipase D signaling pathway 58/1300 197/7206 6.93070299295e-05 ko05169 Epstein-Barr virus infection 17/1300 206/7206 9.68894966778e-05 ko04745 Phototransduction - fly 17/1300 38/7206 0.00012742670166 ko04923 Regulation of lipolysis in adipocytes 28/1300 77/7206 0.000130878056026 ko05162 Measles 7/1300 120/7206 0.000163995330308 ko04014 Ras signaling pathway 75/1300 279/7206 0.000178572979624 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1300 79/7206 0.000186199251308 ko05414 Dilated cardiomyopathy 36/1300 112/7206 0.000271718583333 ko00520 Amino sugar and nucleotide sugar metabolism 1/1300 55/7206 0.000330800191718 ko04371 Apelin signaling pathway 51/1300 177/7206 0.000339375170482 ko04260 Cardiac muscle contraction 32/1300 98/7206 0.000471294252247 ko00240 Pyrimidine metabolism 7/1300 110/7206 0.000632339374991 ko04964 Proximal tubule bicarbonate reclamation 13/1300 29/7206 0.000775251657387 ko04915 Estrogen signaling pathway 39/1300 131/7206 0.000830352062656 ko05205 Proteoglycans in cancer 29/1300 271/7206 0.000917440327501 ko04610 Complement and coagulation cascades 4/1300 79/7206 0.00106141938735 ko04146 Peroxisome 5/1300 89/7206 0.00118921720006 ko04064 NF-kappa B signaling pathway 6/1300 96/7206 0.00120157613465 ko04612 Antigen processing and presentation 4/1300 77/7206 0.00152711748091 ko03420 Nucleotide excision repair 1/1300 46/7206 0.00176465398423 ko04626 Plant-pathogen interaction 9/1300 18/7206 0.00199919200728 ko05140 Leishmaniasis 4/1300 75/7206 0.00220044667862 ko00480 Glutathione metabolism 2/1300 55/7206 0.00240246698806 ko03022 Basal transcription factors 1/1300 44/7206 0.00267294398323 ko05144 Malaria 1/1300 45/7206 0.00275082392678 ko00071 Fatty acid degradation 1/1300 45/7206 0.00275082392678 ko04214 Apoptosis - fly 4/1300 72/7206 0.00312220988546 ko00310 Lysine degradation 4/1300 73/7206 0.00317400031649 ko04912 GnRH signaling pathway 35/1300 122/7206 0.00401468498076 ko04622 RIG-I-like receptor signaling pathway 3/1300 62/7206 0.0041759021388 ko05133 Pertussis 6/1300 87/7206 0.00459162934282 ko05145 Toxoplasmosis 11/1300 126/7206 0.00472517022917 ko04922 Glucagon signaling pathway 36/1300 128/7206 0.00500043818875 ko05166 HTLV-I infection 35/1300 292/7206 0.0050643716529 ko04932 Non-alcoholic fatty liver disease (NAFLD) 19/1300 182/7206 0.00600880522161 ko05231 Choline metabolism in cancer 37/1300 134/7206 0.00611071856593 ko03018 RNA degradation 6/1300 84/7206 0.00631818499865 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1300 14/7206 0.00643948502829 ko04918 Thyroid hormone synthesis 26/1300 86/7206 0.00664662744633 ko05161 Hepatitis B 18/1300 173/7206 0.0066969996539 ko04270 Vascular smooth muscle contraction 41/1300 154/7206 0.00774623904205 ko00562 Inositol phosphate metabolism 26/1300 89/7206 0.00825695118591 ko05321 Inflammatory bowel disease (IBD) 3/1300 56/7206 0.00858575002511 ko05131 Shigellosis 6/1300 82/7206 0.00874444880387 ko04115 p53 signaling pathway 5/1300 74/7206 0.00902613724782 ko00630 Glyoxylate and dicarboxylate metabolism 1/1300 38/7206 0.00944802583534 ko04658 Th1 and Th2 cell differentiation 8/1300 96/7206 0.0106203389057 ko04657 IL-17 signaling pathway 7/1300 87/7206 0.0113360900177 ko05418 Fluid shear stress and atherosclerosis 19/1300 173/7206 0.0122702896643 ko05410 Hypertrophic cardiomyopathy (HCM) 28/1300 100/7206 0.0124861623355 ko04350 TGF-beta signaling pathway 9/1300 103/7206 0.0134034886447 ko04973 Carbohydrate digestion and absorption 14/1300 42/7206 0.014868934887 ko04916 Melanogenesis 37/1300 142/7206 0.0151441494184 ko01524 Platinum drug resistance 6/1300 76/7206 0.01641181051 ko05217 Basal cell carcinoma 5/1300 68/7206 0.0172074550905 ko04620 Toll-like receptor signaling pathway 9/1300 100/7206 0.0175914021498 ko00590 Arachidonic acid metabolism 3/1300 52/7206 0.0175962459759 ko00330 Arginine and proline metabolism 4/1300 61/7206 0.0179109443467 ko04930 Type II diabetes mellitus 17/1300 54/7206 0.018965851545 ko04015 Rap1 signaling pathway 65/1300 278/7206 0.0209660104254 ko04668 TNF signaling pathway 12/1300 120/7206 0.0221180064085 ko05132 Salmonella infection 9/1300 98/7206 0.0234809561178 ko04210 Apoptosis 21/1300 180/7206 0.0236520792722 ko05222 Small cell lung cancer 8/1300 89/7206 0.0255304923323 ko04710 Circadian rhythm 14/1300 43/7206 0.0258305754609 ko05214 Glioma 22/1300 79/7206 0.0272677613429 ko04217 Necroptosis 21/1300 178/7206 0.0294121895969 ko04062 Chemokine signaling pathway 48/1300 201/7206 0.0323393529644 ko00600 Sphingolipid metabolism 5/1300 63/7206 0.0325345867116 ko04640 Hematopoietic cell lineage 5/1300 64/7206 0.0326290507237 ko03410 Base excision repair 2/1300 38/7206 0.0349410505553 ko00260 Glycine, serine and threonine metabolism 3/1300 48/7206 0.0360410219713 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1300 40/7206 0.0361176315923 ko04960 Aldosterone-regulated sodium reabsorption 13/1300 41/7206 0.0382655799849 ko03320 PPAR signaling pathway 6/1300 69/7206 0.0407739443613 ko04113 Meiosis - yeast 6/1300 70/7206 0.0410158842367 ko05212 Pancreatic cancer 8/1300 83/7206 0.0443508444021 ko04330 Notch signaling pathway 5/1300 62/7206 0.0448214969719 ko04213 Longevity regulating pathway - multiple species 23/1300 86/7206 0.0467623629098 ko00280 Valine, leucine and isoleucine degradation 4/1300 54/7206 0.0484386742779 ko05320 Autoimmune thyroid disease 1/1300 29/7206 0.0485356657894