ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 207/1188 423/7206 3.25083526176e-58 ko04724 Glutamatergic synapse 93/1188 152/7206 3.22139200986e-36 ko05033 Nicotine addiction 50/1188 56/7206 3.51279535988e-33 ko05032 Morphine addiction 73/1188 110/7206 5.53662062553e-32 ko04713 Circadian entrainment 80/1188 136/7206 1.47177771613e-29 ko04727 GABAergic synapse 70/1188 110/7206 5.42005142725e-29 ko04728 Dopaminergic synapse 89/1188 185/7206 3.50141212455e-24 ko04725 Cholinergic synapse 79/1188 160/7206 1.77656555567e-22 ko04721 Synaptic vesicle cycle 52/1188 80/7206 1.90983748597e-22 ko04024 cAMP signaling pathway 112/1188 279/7206 5.55677287796e-22 ko04723 Retrograde endocannabinoid signaling 81/1188 175/7206 9.62251065811e-21 ko04020 Calcium signaling pathway 104/1188 265/7206 1.63285951576e-19 ko04911 Insulin secretion 61/1188 117/7206 4.01848146592e-19 ko04921 Oxytocin signaling pathway 83/1188 209/7206 3.49628524527e-16 ko04744 Phototransduction 28/1188 36/7206 7.15574497279e-16 ko04726 Serotonergic synapse 62/1188 137/7206 1.48367067561e-15 ko04742 Taste transduction 36/1188 61/7206 5.25708176594e-14 ko04720 Long-term potentiation 48/1188 99/7206 9.90060069316e-14 ko05031 Amphetamine addiction 45/1188 91/7206 2.40780726171e-13 ko04261 Adrenergic signaling in cardiomyocytes 75/1188 205/7206 2.02531054159e-12 ko04970 Salivary secretion 44/1188 95/7206 7.84874332171e-12 ko04740 Olfactory transduction 38/1188 80/7206 8.34794495008e-11 ko03040 Spliceosome 1/1188 145/7206 1.93775095735e-10 ko04925 Aldosterone synthesis and secretion 43/1188 105/7206 1.71700634827e-09 ko04971 Gastric acid secretion 40/1188 98/7206 7.14273526482e-09 ko05030 Cocaine addiction 32/1188 73/7206 3.01639747239e-08 ko04060 Cytokine-cytokine receptor interaction 7/1188 191/7206 3.06257211315e-08 ko04022 cGMP-PKG signaling pathway 67/1188 216/7206 7.02877514934e-08 ko04360 Axon guidance 71/1188 233/7206 7.2200785294e-08 ko05203 Viral carcinogenesis 16/1188 277/7206 8.28382621177e-08 ko04070 Phosphatidylinositol signaling system 41/1188 112/7206 2.11684760553e-07 ko04141 Protein processing in endoplasmic reticulum 8/1188 184/7206 5.05784792913e-07 ko05322 Systemic lupus erythematosus 5/1188 151/7206 5.93050275804e-07 ko03013 RNA transport 7/1188 166/7206 1.27206663899e-06 ko05168 Herpes simplex infection 9/1188 182/7206 2.34329945323e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1188 74/7206 3.78921887665e-06 ko04972 Pancreatic secretion 38/1188 111/7206 3.82995137211e-06 ko04540 Gap junction 42/1188 128/7206 5.22823037345e-06 ko04010 MAPK signaling pathway 84/1188 321/7206 6.79692152478e-06 ko04514 Cell adhesion molecules (CAMs) 42/1188 130/7206 6.84377795867e-06 ko04730 Long-term depression 29/1188 78/7206 8.56219406705e-06 ko04745 Phototransduction - fly 18/1188 38/7206 8.69130836071e-06 ko04072 Phospholipase D signaling pathway 57/1188 197/7206 9.12186499699e-06 ko04924 Renin secretion 31/1188 86/7206 1.11401123072e-05 ko04966 Collecting duct acid secretion 14/1188 26/7206 1.37724930037e-05 ko04621 NOD-like receptor signaling pathway 8/1188 157/7206 1.74551118706e-05 ko05164 Influenza A 9/1188 167/7206 1.87580864847e-05 ko04110 Cell cycle 7/1188 145/7206 2.26404686154e-05 ko04612 Antigen processing and presentation 1/1188 77/7206 3.24689115994e-05 ko05110 Vibrio cholerae infection 24/1188 63/7206 4.06456946976e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1188 79/7206 4.15596020251e-05 ko05414 Dilated cardiomyopathy 36/1188 112/7206 4.73057485919e-05 ko04750 Inflammatory mediator regulation of TRP channels 38/1188 122/7206 5.9212293077e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1188 59/7206 0.000114785647309 ko05162 Measles 6/1188 120/7206 0.000169970940774 ko04260 Cardiac muscle contraction 31/1188 98/7206 0.000171898199044 ko04610 Complement and coagulation cascades 2/1188 79/7206 0.000173994763607 ko03008 Ribosome biogenesis in eukaryotes 2/1188 79/7206 0.000173994763607 ko04014 Ras signaling pathway 70/1188 279/7206 0.000192868995755 ko05169 Epstein-Barr virus infection 16/1188 206/7206 0.000272164660702 ko04371 Apelin signaling pathway 48/1188 177/7206 0.000291666706428 ko04915 Estrogen signaling pathway 38/1188 131/7206 0.000301842392275 ko04976 Bile secretion 26/1188 80/7206 0.000374141382714 ko05205 Proteoglycans in cancer 25/1188 271/7206 0.00059349907324 ko04120 Ubiquitin mediated proteolysis 9/1188 138/7206 0.000695343206306 ko04912 GnRH signaling pathway 35/1188 122/7206 0.000753343679582 ko04626 Plant-pathogen interaction 9/1188 18/7206 0.00102592168694 ko04064 NF-kappa B signaling pathway 5/1188 96/7206 0.00127244866897 ko05140 Leishmaniasis 3/1188 75/7206 0.0014891137209 ko00590 Arachidonic acid metabolism 1/1188 52/7206 0.00203099041016 ko00240 Pyrimidine metabolism 7/1188 110/7206 0.00259466029323 ko04710 Circadian rhythm 15/1188 43/7206 0.00298101806715 ko04923 Regulation of lipolysis in adipocytes 23/1188 77/7206 0.00298762153622 ko04146 Peroxisome 5/1188 89/7206 0.00359023252777 ko04922 Glucagon signaling pathway 34/1188 128/7206 0.00360943067192 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1188 14/7206 0.00381934945205 ko04015 Rap1 signaling pathway 64/1188 278/7206 0.00383170736621 ko05144 Malaria 1/1188 45/7206 0.00439707019429 ko00071 Fatty acid degradation 1/1188 45/7206 0.00439707019429 ko03420 Nucleotide excision repair 1/1188 46/7206 0.00441011895954 ko04350 TGF-beta signaling pathway 7/1188 103/7206 0.00480890008131 ko04657 IL-17 signaling pathway 5/1188 87/7206 0.00511218824905 ko00480 Glutathione metabolism 2/1188 55/7206 0.00564523883622 ko05321 Inflammatory bowel disease (IBD) 2/1188 56/7206 0.00574811572708 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1188 100/7206 0.00648342053785 ko03022 Basal transcription factors 1/1188 44/7206 0.00673048322619 ko00310 Lysine degradation 4/1188 73/7206 0.00679943685883 ko04918 Thyroid hormone synthesis 24/1188 86/7206 0.00770769554371 ko05166 HTLV-I infection 32/1188 292/7206 0.00782145877776 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1188 182/7206 0.00814705227394 ko04630 Jak-STAT signaling pathway 11/1188 132/7206 0.00884412127015 ko05161 Hepatitis B 16/1188 173/7206 0.00910136476981 ko05231 Choline metabolism in cancer 34/1188 134/7206 0.00916187164946 ko04622 RIG-I-like receptor signaling pathway 3/1188 62/7206 0.00918818895924 ko04214 Apoptosis - fly 4/1188 72/7206 0.0097011216007 ko04217 Necroptosis 17/1188 178/7206 0.0102394536092 ko04658 Th1 and Th2 cell differentiation 7/1188 96/7206 0.0120965798228 ko00562 Inositol phosphate metabolism 24/1188 89/7206 0.0134694104687 ko00330 Arginine and proline metabolism 3/1188 61/7206 0.0136880836674 ko00630 Glyoxylate and dicarboxylate metabolism 1/1188 38/7206 0.0147866813615 ko03410 Base excision repair 1/1188 38/7206 0.0147866813615 ko04114 Oocyte meiosis 34/1188 139/7206 0.0148188096571 ko05145 Toxoplasmosis 11/1188 126/7206 0.0151713850843 ko04062 Chemokine signaling pathway 46/1188 201/7206 0.0158495503237 ko05418 Fluid shear stress and atherosclerosis 17/1188 173/7206 0.016573611743 ko03018 RNA degradation 6/1188 84/7206 0.017352619915 ko00260 Glycine, serine and threonine metabolism 2/1188 48/7206 0.017622682713 ko01524 Platinum drug resistance 5/1188 76/7206 0.0185018142322 ko04210 Apoptosis 18/1188 180/7206 0.0187277380566 ko04973 Carbohydrate digestion and absorption 13/1188 42/7206 0.0193466989565 ko04964 Proximal tubule bicarbonate reclamation 10/1188 29/7206 0.0194390746101 ko05214 Glioma 21/1188 79/7206 0.0212153285552 ko04916 Melanogenesis 34/1188 142/7206 0.0216337103614 ko05131 Shigellosis 6/1188 82/7206 0.0236771696789 ko04115 p53 signaling pathway 5/1188 74/7206 0.0258024360128 ko00280 Valine, leucine and isoleucine degradation 3/1188 54/7206 0.0263230013993 ko05133 Pertussis 7/1188 87/7206 0.0292197501966 ko05016 Huntington's disease 24/1188 215/7206 0.0317168370517 ko04550 Signaling pathways regulating pluripotency of stem cells 17/1188 165/7206 0.0330504931519 ko00860 Porphyrin and chlorophyll metabolism 1/1188 34/7206 0.0337090544297 ko03320 PPAR signaling pathway 5/1188 69/7206 0.0340921429947 ko04960 Aldosterone-regulated sodium reabsorption 12/1188 41/7206 0.0343581359202 ko04330 Notch signaling pathway 4/1188 62/7206 0.036957531224 ko05215 Prostate cancer 10/1188 111/7206 0.0378933023687 ko00230 Purine metabolism 43/1188 194/7206 0.0387646650989 ko04930 Type II diabetes mellitus 15/1188 54/7206 0.0400303192185 ko05034 Alcoholism 51/1188 238/7206 0.0408797407176 ko04620 Toll-like receptor signaling pathway 9/1188 100/7206 0.0414718817576 ko04510 Focal adhesion 28/1188 240/7206 0.0416007075394 ko00512 Mucin type O-glycan biosynthesis 9/1188 29/7206 0.0438448352375 ko05217 Basal cell carcinoma 5/1188 68/7206 0.046908233984 ko04270 Vascular smooth muscle contraction 35/1188 154/7206 0.0471933404177 ko04659 Th17 cell differentiation 10/1188 106/7206 0.0479125698543 ko04711 Circadian rhythm - fly 5/1188 13/7206 0.0489405636892