ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 213/1222 423/7206 1.78728741659e-60 ko04724 Glutamatergic synapse 98/1222 152/7206 6.37687438464e-40 ko05032 Morphine addiction 76/1222 110/7206 2.95442642972e-34 ko05033 Nicotine addiction 50/1222 56/7206 1.43477521744e-32 ko04713 Circadian entrainment 83/1222 136/7206 2.35551279513e-31 ko04727 GABAergic synapse 71/1222 110/7206 3.60169149294e-29 ko04728 Dopaminergic synapse 89/1222 185/7206 2.77091515626e-23 ko04725 Cholinergic synapse 81/1222 160/7206 4.18415175849e-23 ko04723 Retrograde endocannabinoid signaling 84/1222 175/7206 6.04543645569e-22 ko04020 Calcium signaling pathway 109/1222 265/7206 2.10433523633e-21 ko04721 Synaptic vesicle cycle 51/1222 80/7206 6.72383210473e-21 ko04024 cAMP signaling pathway 110/1222 279/7206 8.38048452328e-20 ko04911 Insulin secretion 61/1222 117/7206 1.72035372689e-18 ko04726 Serotonergic synapse 67/1222 137/7206 2.91151373929e-18 ko04921 Oxytocin signaling pathway 84/1222 209/7206 8.52194703107e-16 ko04744 Phototransduction 28/1222 36/7206 1.52349234417e-15 ko04742 Taste transduction 37/1222 61/7206 1.71113588381e-14 ko04720 Long-term potentiation 49/1222 99/7206 6.06361884498e-14 ko05031 Amphetamine addiction 46/1222 91/7206 1.33632977164e-13 ko04970 Salivary secretion 46/1222 95/7206 9.95038726982e-13 ko04261 Adrenergic signaling in cardiomyocytes 76/1222 205/7206 2.16826208028e-12 ko03040 Spliceosome 1/1222 145/7206 7.14905702288e-11 ko04925 Aldosterone synthesis and secretion 44/1222 105/7206 1.16139670894e-09 ko04971 Gastric acid secretion 42/1222 98/7206 1.21239617682e-09 ko03010 Ribosome 1/1222 129/7206 1.52947290536e-09 ko04740 Olfactory transduction 35/1222 80/7206 1.53980469266e-08 ko05322 Systemic lupus erythematosus 4/1222 151/7206 3.5941630857e-08 ko05030 Cocaine addiction 32/1222 73/7206 6.0287149161e-08 ko04022 cGMP-PKG signaling pathway 68/1222 216/7206 9.66869784424e-08 ko05203 Viral carcinogenesis 18/1222 277/7206 2.94162648221e-07 ko04972 Pancreatic secretion 41/1222 111/7206 3.17234689425e-07 ko03013 RNA transport 7/1222 166/7206 5.73725251165e-07 ko04070 Phosphatidylinositol signaling system 41/1222 112/7206 6.14915510941e-07 ko05168 Herpes simplex infection 9/1222 182/7206 1.09136998921e-06 ko04360 Axon guidance 69/1222 233/7206 1.19260243188e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1222 74/7206 1.20907732648e-06 ko04730 Long-term depression 31/1222 78/7206 1.80903594779e-06 ko04745 Phototransduction - fly 19/1222 38/7206 2.70518382924e-06 ko04010 MAPK signaling pathway 87/1222 321/7206 2.91292012197e-06 ko04141 Protein processing in endoplasmic reticulum 10/1222 184/7206 3.41166639148e-06 ko04540 Gap junction 43/1222 128/7206 3.84372465287e-06 ko04060 Cytokine-cytokine receptor interaction 11/1222 191/7206 5.11345030499e-06 ko04072 Phospholipase D signaling pathway 58/1222 197/7206 1.13433458488e-05 ko04514 Cell adhesion molecules (CAMs) 42/1222 130/7206 1.51939433553e-05 ko04110 Cell cycle 7/1222 145/7206 1.54472884992e-05 ko04966 Collecting duct acid secretion 14/1222 26/7206 1.92579674058e-05 ko04612 Antigen processing and presentation 1/1222 77/7206 1.981036944e-05 ko05164 Influenza A 10/1222 167/7206 3.7073080484e-05 ko04750 Inflammatory mediator regulation of TRP channels 39/1222 122/7206 4.28679205258e-05 ko05110 Vibrio cholerae infection 24/1222 63/7206 5.52846207601e-05 ko04924 Renin secretion 30/1222 86/7206 5.92157131172e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1222 59/7206 6.0944939769e-05 ko05169 Epstein-Barr virus infection 15/1222 206/7206 6.43168064714e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1222 79/7206 0.000110637009442 ko04621 NOD-like receptor signaling pathway 10/1222 157/7206 0.000138073299065 ko05414 Dilated cardiomyopathy 35/1222 112/7206 0.000181635700084 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1222 79/7206 0.000203713815076 ko04014 Ras signaling pathway 71/1222 279/7206 0.000234961629082 ko05162 Measles 7/1222 120/7206 0.000495491891074 ko04120 Ubiquitin mediated proteolysis 9/1222 138/7206 0.000503921375354 ko04915 Estrogen signaling pathway 38/1222 131/7206 0.000561403146411 ko04976 Bile secretion 26/1222 80/7206 0.000756433391914 ko00520 Amino sugar and nucleotide sugar metabolism 1/1222 55/7206 0.000843596546093 ko04630 Jak-STAT signaling pathway 9/1222 132/7206 0.000928357321218 ko04260 Cardiac muscle contraction 30/1222 98/7206 0.000940866950311 ko04912 GnRH signaling pathway 35/1222 122/7206 0.00135991702137 ko04923 Regulation of lipolysis in adipocytes 24/1222 77/7206 0.001938618394 ko04918 Thyroid hormone synthesis 26/1222 86/7206 0.00210558420079 ko04371 Apelin signaling pathway 46/1222 177/7206 0.00218847494382 ko04610 Complement and coagulation cascades 4/1222 79/7206 0.00232521789263 ko04922 Glucagon signaling pathway 35/1222 128/7206 0.00277870177987 ko04064 NF-kappa B signaling pathway 6/1222 96/7206 0.00358660516224 ko04710 Circadian rhythm 15/1222 43/7206 0.00372668022675 ko03022 Basal transcription factors 1/1222 44/7206 0.00428199007828 ko05144 Malaria 1/1222 45/7206 0.00433673848619 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1222 14/7206 0.00450377005832 ko00240 Pyrimidine metabolism 8/1222 110/7206 0.00451875236161 ko03420 Nucleotide excision repair 1/1222 46/7206 0.00457352694884 ko04115 p53 signaling pathway 4/1222 74/7206 0.00469654109975 ko05161 Hepatitis B 16/1222 173/7206 0.00534250937828 ko04626 Plant-pathogen interaction 8/1222 18/7206 0.00589061547408 ko04960 Aldosterone-regulated sodium reabsorption 14/1222 41/7206 0.00618875133291 ko04330 Notch signaling pathway 3/1222 62/7206 0.00628540046017 ko04622 RIG-I-like receptor signaling pathway 3/1222 62/7206 0.00628540046017 ko05231 Choline metabolism in cancer 35/1222 134/7206 0.00710109040756 ko05205 Proteoglycans in cancer 30/1222 271/7206 0.00805882364141 ko00590 Arachidonic acid metabolism 2/1222 52/7206 0.00822968020036 ko05166 HTLV-I infection 33/1222 292/7206 0.00839219122708 ko04270 Vascular smooth muscle contraction 39/1222 154/7206 0.00872672248755 ko04932 Non-alcoholic fatty liver disease (NAFLD) 18/1222 182/7206 0.00898030889087 ko03320 PPAR signaling pathway 4/1222 69/7206 0.00936513315183 ko00562 Inositol phosphate metabolism 25/1222 89/7206 0.00963471113475 ko04062 Chemokine signaling pathway 48/1222 201/7206 0.00999381881318 ko05202 Transcriptional misregulation in cancer 19/1222 188/7206 0.0101424204302 ko05215 Prostate cancer 9/1222 111/7206 0.0103047671958 ko04973 Carbohydrate digestion and absorption 14/1222 42/7206 0.0110913934062 ko04217 Necroptosis 18/1222 178/7206 0.0113680582683 ko04015 Rap1 signaling pathway 63/1222 278/7206 0.0115043884986 ko05016 Huntington's disease 23/1222 215/7206 0.0124139508168 ko03018 RNA degradation 6/1222 84/7206 0.0125000489158 ko05140 Leishmaniasis 5/1222 75/7206 0.0129782866851 ko03410 Base excision repair 1/1222 38/7206 0.0148890678813 ko04916 Melanogenesis 35/1222 142/7206 0.017396560715 ko04930 Type II diabetes mellitus 16/1222 54/7206 0.0176381168509 ko00310 Lysine degradation 5/1222 73/7206 0.0179302154576 ko00480 Glutathione metabolism 3/1222 55/7206 0.0182783125621 ko05321 Inflammatory bowel disease (IBD) 3/1222 56/7206 0.0185607619762 ko04658 Th1 and Th2 cell differentiation 8/1222 96/7206 0.0198026160522 ko04657 IL-17 signaling pathway 7/1222 87/7206 0.0215412408772 ko05133 Pertussis 7/1222 87/7206 0.0215412408772 ko04964 Proximal tubule bicarbonate reclamation 10/1222 29/7206 0.0215970443234 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1222 100/7206 0.0216161659201 ko00860 Porphyrin and chlorophyll metabolism 1/1222 34/7206 0.0217749790191 ko05222 Small cell lung cancer 7/1222 89/7206 0.0218312648733 ko04114 Oocyte meiosis 34/1222 139/7206 0.0220068607165 ko05145 Toxoplasmosis 12/1222 126/7206 0.0226162365029 ko00230 Purine metabolism 45/1222 194/7206 0.0251518953862 ko00071 Fatty acid degradation 2/1222 45/7206 0.0257938707878 ko04210 Apoptosis 20/1222 180/7206 0.0343308922976 ko04142 Lysosome 16/1222 151/7206 0.0367233247526 ko05131 Shigellosis 7/1222 82/7206 0.0383464727082 ko04510 Focal adhesion 29/1222 240/7206 0.0437642389334 ko04146 Peroxisome 8/1222 89/7206 0.0457739980691