ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 185/1209 423/7206 1.42073428039e-41 ko04724 Glutamatergic synapse 85/1209 152/7206 1.43130519734e-28 ko05033 Nicotine addiction 45/1209 56/7206 1.43892912593e-25 ko05032 Morphine addiction 65/1209 110/7206 6.54982710824e-24 ko04727 GABAergic synapse 61/1209 110/7206 1.55672391418e-20 ko04713 Circadian entrainment 69/1209 136/7206 3.5915771148e-20 ko04721 Synaptic vesicle cycle 50/1209 80/7206 3.6101197567e-20 ko04728 Dopaminergic synapse 82/1209 185/7206 5.04798127526e-19 ko04024 cAMP signaling pathway 106/1209 279/7206 4.20933151047e-18 ko04723 Retrograde endocannabinoid signaling 75/1209 175/7206 1.72733715919e-16 ko04020 Calcium signaling pathway 97/1209 265/7206 3.07753141711e-15 ko04725 Cholinergic synapse 68/1209 160/7206 7.75861738549e-15 ko04921 Oxytocin signaling pathway 79/1209 209/7206 1.27771486903e-13 ko04911 Insulin secretion 52/1209 117/7206 1.48434484382e-12 ko04742 Taste transduction 33/1209 61/7206 2.71150836135e-11 ko05031 Amphetamine addiction 42/1209 91/7206 4.87106103547e-11 ko04261 Adrenergic signaling in cardiomyocytes 71/1209 205/7206 2.69268082651e-10 ko04726 Serotonergic synapse 53/1209 137/7206 7.9509381914e-10 ko03010 Ribosome 1/1209 129/7206 2.64302280072e-09 ko04022 cGMP-PKG signaling pathway 71/1209 216/7206 4.58863690176e-09 ko04720 Long-term potentiation 41/1209 99/7206 4.71286832754e-09 ko03040 Spliceosome 3/1209 145/7206 1.54642949584e-08 ko04744 Phototransduction 21/1209 36/7206 1.92884542343e-08 ko04966 Collecting duct acid secretion 17/1209 26/7206 4.07413383981e-08 ko04970 Salivary secretion 38/1209 95/7206 7.64445020888e-08 ko05203 Viral carcinogenesis 17/1209 277/7206 1.0946633345e-07 ko05168 Herpes simplex infection 8/1209 182/7206 3.32935428804e-07 ko05322 Systemic lupus erythematosus 5/1209 151/7206 3.89482909107e-07 ko04964 Proximal tubule bicarbonate reclamation 16/1209 29/7206 2.72995834148e-06 ko05030 Cocaine addiction 29/1209 73/7206 3.77239443758e-06 ko04925 Aldosterone synthesis and secretion 37/1209 105/7206 4.07561366061e-06 ko03013 RNA transport 8/1209 166/7206 4.26175702672e-06 ko04971 Gastric acid secretion 35/1209 98/7206 7.04658571651e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1209 74/7206 1.18579974916e-05 ko04110 Cell cycle 7/1209 145/7206 1.54337426395e-05 ko05164 Influenza A 10/1209 167/7206 3.69764610957e-05 ko04120 Ubiquitin mediated proteolysis 7/1209 138/7206 4.45093253729e-05 ko04922 Glucagon signaling pathway 40/1209 128/7206 6.05365064074e-05 ko04740 Olfactory transduction 28/1209 80/7206 6.30789701565e-05 ko04514 Cell adhesion molecules (CAMs) 40/1209 130/7206 7.09069541497e-05 ko04060 Cytokine-cytokine receptor interaction 13/1209 191/7206 7.15513460388e-05 ko04260 Cardiac muscle contraction 32/1209 98/7206 0.000101584630668 ko04730 Long-term depression 27/1209 78/7206 0.000104156897788 ko03008 Ribosome biogenesis in eukaryotes 2/1209 79/7206 0.000110280715137 ko04141 Protein processing in endoplasmic reticulum 13/1209 184/7206 0.000128491072749 ko04621 NOD-like receptor signaling pathway 10/1209 157/7206 0.000136448351716 ko04010 MAPK signaling pathway 80/1209 321/7206 0.000165215793963 ko04070 Phosphatidylinositol signaling system 35/1209 112/7206 0.000165808270637 ko04745 Phototransduction - fly 16/1209 38/7206 0.000197540316617 ko05140 Leishmaniasis 2/1209 75/7206 0.000250660164181 ko04924 Renin secretion 28/1209 86/7206 0.000365327431839 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 26/1209 79/7206 0.000387450981717 ko04360 Axon guidance 60/1209 233/7206 0.000462750750949 ko04014 Ras signaling pathway 69/1209 279/7206 0.000560521131462 ko04972 Pancreatic secretion 33/1209 111/7206 0.000725923348816 ko05414 Dilated cardiomyopathy 33/1209 112/7206 0.000781715381932 ko00520 Amino sugar and nucleotide sugar metabolism 1/1209 55/7206 0.000836847096124 ko04064 NF-kappa B signaling pathway 5/1209 96/7206 0.000884307730279 ko04072 Phospholipase D signaling pathway 51/1209 197/7206 0.000955356339053 ko04371 Apelin signaling pathway 47/1209 177/7206 0.00100927445329 ko04612 Antigen processing and presentation 3/1209 77/7206 0.00102831125503 ko05110 Vibrio cholerae infection 21/1209 63/7206 0.00109884732237 ko04540 Gap junction 36/1209 128/7206 0.00114092059196 ko05169 Epstein-Barr virus infection 18/1209 206/7206 0.00120091929185 ko05161 Hepatitis B 14/1209 173/7206 0.0012913388336 ko04976 Bile secretion 25/1209 80/7206 0.00130769297853 ko04710 Circadian rhythm 16/1209 43/7206 0.00138556432557 ko04330 Notch signaling pathway 2/1209 62/7206 0.00175920766127 ko04923 Regulation of lipolysis in adipocytes 24/1209 77/7206 0.00178979168808 ko05162 Measles 8/1209 120/7206 0.00183669730562 ko04915 Estrogen signaling pathway 36/1209 131/7206 0.00194678555842 ko04214 Apoptosis - fly 3/1209 72/7206 0.00216444101238 ko00010 Glycolysis / Gluconeogenesis 23/1209 74/7206 0.00246336783647 ko05219 Bladder cancer 1/1209 48/7206 0.00291264674161 ko05166 HTLV-I infection 31/1209 292/7206 0.00303534326997 ko04610 Complement and coagulation cascades 4/1209 79/7206 0.00346708869441 ko04657 IL-17 signaling pathway 5/1209 87/7206 0.00350197929207 ko05321 Inflammatory bowel disease (IBD) 2/1209 56/7206 0.00380839869392 ko04961 Endocrine and other factor-regulated calcium reabsorption 19/1209 59/7206 0.0042016170894 ko03420 Nucleotide excision repair 1/1209 46/7206 0.00447724288253 ko04626 Plant-pathogen interaction 8/1209 18/7206 0.00550657530754 ko00480 Glutathione metabolism 2/1209 55/7206 0.00566070928988 ko05205 Proteoglycans in cancer 29/1209 271/7206 0.00604435341836 ko03022 Basal transcription factors 1/1209 44/7206 0.00692102069635 ko04750 Inflammatory mediator regulation of TRP channels 32/1209 122/7206 0.00699150592071 ko04217 Necroptosis 17/1209 178/7206 0.00795348348597 ko00710 Carbon fixation in photosynthetic organisms 10/1209 27/7206 0.00920019050446 ko05133 Pertussis 6/1209 87/7206 0.00921718086222 ko04622 RIG-I-like receptor signaling pathway 3/1209 62/7206 0.00929910264873 ko05010 Alzheimer's disease 48/1209 202/7206 0.00966241585472 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1209 100/7206 0.00975610219155 ko05200 Pathways in cancer 62/1209 492/7206 0.0102551319068 ko04350 TGF-beta signaling pathway 8/1209 103/7206 0.0111701111564 ko04210 Apoptosis 18/1209 180/7206 0.0114431004319 ko05145 Toxoplasmosis 11/1209 126/7206 0.0114846754687 ko00240 Pyrimidine metabolism 9/1209 110/7206 0.0138755606658 ko05206 MicroRNAs in cancer 18/1209 177/7206 0.0144942030741 ko00190 Oxidative phosphorylation 32/1209 127/7206 0.0158367258742 ko05230 Central carbon metabolism in cancer 22/1209 81/7206 0.0162724644614 ko05131 Shigellosis 6/1209 82/7206 0.017162903885 ko04630 Jak-STAT signaling pathway 12/1209 132/7206 0.0179520174869 ko04115 p53 signaling pathway 5/1209 74/7206 0.0180871507316 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1209 14/7206 0.0195751900072 ko04270 Vascular smooth muscle contraction 37/1209 154/7206 0.0213777367902 ko05222 Small cell lung cancer 7/1209 89/7206 0.0216742560602 ko04658 Th1 and Th2 cell differentiation 8/1209 96/7206 0.0267214958616 ko00562 Inositol phosphate metabolism 23/1209 89/7206 0.0308705632966 ko05217 Basal cell carcinoma 5/1209 68/7206 0.0337786272307 ko00860 Porphyrin and chlorophyll metabolism 1/1209 34/7206 0.0343552911236 ko04510 Focal adhesion 28/1209 240/7206 0.0344717177968 ko00590 Arachidonic acid metabolism 3/1209 52/7206 0.0378879695809 ko04930 Type II diabetes mellitus 15/1209 54/7206 0.0420052927238 ko01524 Platinum drug resistance 6/1209 76/7206 0.0430526652729 ko04146 Peroxisome 8/1209 89/7206 0.0459175863896 ko04142 Lysosome 16/1209 151/7206 0.04663730283