ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 214/1365 423/7206 3.21049596622e-52 ko04724 Glutamatergic synapse 93/1365 152/7206 3.74252053508e-31 ko05033 Nicotine addiction 47/1365 56/7206 7.23329746206e-26 ko04727 GABAergic synapse 70/1365 110/7206 3.66913561804e-25 ko05032 Morphine addiction 70/1365 110/7206 3.66913561804e-25 ko04713 Circadian entrainment 77/1365 136/7206 6.32172902275e-23 ko04721 Synaptic vesicle cycle 52/1365 80/7206 1.34090423313e-19 ko04728 Dopaminergic synapse 88/1365 185/7206 3.10765196467e-19 ko04725 Cholinergic synapse 79/1365 160/7206 1.34746725332e-18 ko04020 Calcium signaling pathway 110/1365 265/7206 6.25331522991e-18 ko04024 cAMP signaling pathway 113/1365 279/7206 1.46269424923e-17 ko04726 Serotonergic synapse 67/1365 137/7206 1.11283002441e-15 ko04742 Taste transduction 40/1365 61/7206 1.46348266504e-15 ko04723 Retrograde endocannabinoid signaling 78/1365 175/7206 3.5986572976e-15 ko04744 Phototransduction 28/1365 36/7206 2.90016742332e-14 ko04911 Insulin secretion 58/1365 117/7206 4.52821822116e-14 ko04921 Oxytocin signaling pathway 85/1365 209/7206 1.39860617939e-13 ko04740 Olfactory transduction 43/1365 80/7206 2.70641058442e-12 ko04970 Salivary secretion 46/1365 95/7206 5.59807672955e-11 ko03010 Ribosome 1/1365 129/7206 7.21841640589e-11 ko03040 Spliceosome 3/1365 145/7206 5.58894606385e-10 ko04022 cGMP-PKG signaling pathway 79/1365 216/7206 5.71463842543e-10 ko04261 Adrenergic signaling in cardiomyocytes 76/1365 205/7206 6.11575211201e-10 ko05031 Amphetamine addiction 43/1365 91/7206 6.36181519896e-10 ko04720 Long-term potentiation 45/1365 99/7206 2.02742314127e-09 ko05168 Herpes simplex infection 8/1365 182/7206 8.05959187169e-09 ko05203 Viral carcinogenesis 19/1365 277/7206 1.11697425792e-08 ko05322 Systemic lupus erythematosus 6/1365 151/7206 7.65096053814e-08 ko03013 RNA transport 8/1365 166/7206 1.15945839958e-07 ko04925 Aldosterone synthesis and secretion 43/1365 105/7206 1.98517508385e-07 ko04060 Cytokine-cytokine receptor interaction 12/1365 191/7206 7.64519872742e-07 ko04971 Gastric acid secretion 39/1365 98/7206 1.4331264091e-06 ko05164 Influenza A 10/1365 167/7206 1.88436286451e-06 ko04966 Collecting duct acid secretion 16/1365 26/7206 1.95936606701e-06 ko04964 Proximal tubule bicarbonate reclamation 17/1365 29/7206 2.42197126131e-06 ko04621 NOD-like receptor signaling pathway 9/1365 157/7206 2.48527608563e-06 ko05030 Cocaine addiction 31/1365 73/7206 3.05415943529e-06 ko04110 Cell cycle 8/1365 145/7206 4.70278010728e-06 ko04924 Renin secretion 34/1365 86/7206 9.43476808649e-06 ko04540 Gap junction 45/1365 128/7206 1.13820784436e-05 ko04730 Long-term depression 31/1365 78/7206 1.60151111801e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1365 79/7206 1.75165758399e-05 ko04972 Pancreatic secretion 40/1365 111/7206 2.23056148589e-05 ko04976 Bile secretion 31/1365 80/7206 3.55512287597e-05 ko04120 Ubiquitin mediated proteolysis 9/1365 138/7206 4.08195002451e-05 ko04141 Protein processing in endoplasmic reticulum 15/1365 184/7206 5.32873206385e-05 ko04360 Axon guidance 69/1365 233/7206 5.86318841898e-05 ko04514 Cell adhesion molecules (CAMs) 44/1365 130/7206 5.86725495418e-05 ko05169 Epstein-Barr virus infection 18/1365 206/7206 6.16796188454e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1365 74/7206 6.51888720207e-05 ko04371 Apelin signaling pathway 54/1365 177/7206 0.000193819816738 ko04745 Phototransduction - fly 17/1365 38/7206 0.000237223700463 ko04270 Vascular smooth muscle contraction 48/1365 154/7206 0.00023745440863 ko04750 Inflammatory mediator regulation of TRP channels 40/1365 122/7206 0.000250295204668 ko04010 MAPK signaling pathway 87/1365 321/7206 0.000253461195732 ko05140 Leishmaniasis 3/1365 75/7206 0.000279176414106 ko04923 Regulation of lipolysis in adipocytes 28/1365 77/7206 0.000332236338128 ko04070 Phosphatidylinositol signaling system 37/1365 112/7206 0.000353001333331 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1365 79/7206 0.000450691010188 ko04330 Notch signaling pathway 2/1365 62/7206 0.000467441403886 ko05161 Hepatitis B 16/1365 173/7206 0.000539246703046 ko04064 NF-kappa B signaling pathway 6/1365 96/7206 0.000567655542342 ko05162 Measles 9/1365 120/7206 0.000586031835806 ko04260 Cardiac muscle contraction 33/1365 98/7206 0.00060457219557 ko05166 HTLV-I infection 34/1365 292/7206 0.00076601245239 ko05414 Dilated cardiomyopathy 36/1365 112/7206 0.000885022127876 ko03420 Nucleotide excision repair 1/1365 46/7206 0.0010967134457 ko04922 Glucagon signaling pathway 39/1365 128/7206 0.00137240283284 ko00520 Amino sugar and nucleotide sugar metabolism 2/1365 55/7206 0.00153853049505 ko03022 Basal transcription factors 1/1365 44/7206 0.00166793562586 ko04014 Ras signaling pathway 74/1365 279/7206 0.00174365367833 ko04610 Complement and coagulation cascades 5/1365 79/7206 0.00219234304963 ko04657 IL-17 signaling pathway 6/1365 87/7206 0.00223735906137 ko05133 Pertussis 6/1365 87/7206 0.00223735906137 ko04961 Endocrine and other factor-regulated calcium reabsorption 21/1365 59/7206 0.00229505469935 ko04622 RIG-I-like receptor signaling pathway 3/1365 62/7206 0.00281983749497 ko05110 Vibrio cholerae infection 22/1365 63/7206 0.00303228002661 ko04072 Phospholipase D signaling pathway 54/1365 197/7206 0.00308187052453 ko04612 Antigen processing and presentation 5/1365 77/7206 0.00310823119006 ko05205 Proteoglycans in cancer 33/1365 271/7206 0.00333596455817 ko05131 Shigellosis 6/1365 82/7206 0.00435878638504 ko04930 Type II diabetes mellitus 19/1365 54/7206 0.00455605566178 ko04915 Estrogen signaling pathway 38/1365 131/7206 0.00467471683372 ko04710 Circadian rhythm 16/1365 43/7206 0.00508115609894 ko05145 Toxoplasmosis 12/1365 126/7206 0.00554586706116 ko04658 Th1 and Th2 cell differentiation 8/1365 96/7206 0.00555803614181 ko05321 Inflammatory bowel disease (IBD) 3/1365 56/7206 0.00569624504529 ko04146 Peroxisome 7/1365 89/7206 0.0059379336652 ko04214 Apoptosis - fly 5/1365 72/7206 0.00613680260112 ko04217 Necroptosis 20/1365 178/7206 0.00651571342608 ko00240 Pyrimidine metabolism 10/1365 110/7206 0.00656189725044 ko05410 Hypertrophic cardiomyopathy (HCM) 30/1365 100/7206 0.0066882392429 ko00562 Inositol phosphate metabolism 27/1365 89/7206 0.0091169614129 ko04626 Plant-pathogen interaction 8/1365 18/7206 0.0116696358333 ko00590 Arachidonic acid metabolism 3/1365 52/7206 0.0118922022709 ko04630 Jak-STAT signaling pathway 14/1365 132/7206 0.013137174645 ko04350 TGF-beta signaling pathway 10/1365 103/7206 0.0154177214821 ko04620 Toll-like receptor signaling pathway 10/1365 100/7206 0.0201755387261 ko04210 Apoptosis 22/1365 180/7206 0.0203376863125 ko00480 Glutathione metabolism 4/1365 55/7206 0.0239599232472 ko00010 Glycolysis / Gluconeogenesis 22/1365 74/7206 0.0242172505909 ko03018 RNA degradation 8/1365 84/7206 0.0246155300475 ko05219 Bladder cancer 3/1365 48/7206 0.0246707206247 ko04973 Carbohydrate digestion and absorption 14/1365 42/7206 0.0273020874687 ko04932 Non-alcoholic fatty liver disease (NAFLD) 23/1365 182/7206 0.0273112506506 ko05217 Basal cell carcinoma 6/1365 68/7206 0.0293761764905 ko04113 Meiosis - yeast 6/1365 70/7206 0.0302633098957 ko05320 Autoimmune thyroid disease 1/1365 29/7206 0.0305803870756 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1365 14/7206 0.0342748714258 ko00280 Valine, leucine and isoleucine degradation 4/1365 54/7206 0.034338522351 ko05144 Malaria 3/1365 45/7206 0.0345123719268 ko00071 Fatty acid degradation 3/1365 45/7206 0.0345123719268 ko03410 Base excision repair 2/1365 38/7206 0.0349569788192 ko04115 p53 signaling pathway 7/1365 74/7206 0.0361845218558 ko04213 Longevity regulating pathway - multiple species 24/1365 86/7206 0.0377861775904 ko00230 Purine metabolism 48/1365 194/7206 0.0408766421517 ko05206 MicroRNAs in cancer 23/1365 177/7206 0.0412159152968 ko05016 Huntington's disease 29/1365 215/7206 0.0416627736921 ko05200 Pathways in cancer 76/1365 492/7206 0.0425598900989 ko05230 Central carbon metabolism in cancer 23/1365 81/7206 0.04432046374 ko04960 Aldosterone-regulated sodium reabsorption 13/1365 41/7206 0.0448490973551 ko04142 Lysosome 19/1365 151/7206 0.0457423969585 ko00040 Pentose and glucuronate interconversions 1/1365 26/7206 0.0458499367232 ko05202 Transcriptional misregulation in cancer 25/1365 188/7206 0.047340546947 ko00860 Porphyrin and chlorophyll metabolism 2/1365 34/7206 0.0492094133812