ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 213/1272 423/7206 3.50466939278e-57 ko04724 Glutamatergic synapse 94/1272 152/7206 1.31177436373e-34 ko05032 Morphine addiction 75/1272 110/7206 5.55667481818e-32 ko05033 Nicotine addiction 50/1272 56/7206 1.05635288977e-31 ko04713 Circadian entrainment 82/1272 136/7206 3.6234977145e-29 ko04727 GABAergic synapse 71/1272 110/7206 4.88861431792e-28 ko04728 Dopaminergic synapse 90/1272 185/7206 1.08491294633e-22 ko04725 Cholinergic synapse 81/1272 160/7206 6.23764398411e-22 ko04721 Synaptic vesicle cycle 52/1272 80/7206 4.89513141446e-21 ko04723 Retrograde endocannabinoid signaling 83/1272 175/7206 4.18756361791e-20 ko04020 Calcium signaling pathway 109/1272 265/7206 7.90118088884e-20 ko04024 cAMP signaling pathway 112/1272 279/7206 1.85508880004e-19 ko04911 Insulin secretion 61/1272 117/7206 1.33102068066e-17 ko04726 Serotonergic synapse 64/1272 137/7206 2.33790177685e-15 ko04742 Taste transduction 37/1272 61/7206 6.348332881e-14 ko04744 Phototransduction 27/1272 36/7206 6.65025315753e-14 ko04921 Oxytocin signaling pathway 82/1272 209/7206 8.54091125565e-14 ko05031 Amphetamine addiction 45/1272 91/7206 2.94040684502e-12 ko04261 Adrenergic signaling in cardiomyocytes 77/1272 205/7206 5.79696622827e-12 ko04720 Long-term potentiation 47/1272 99/7206 6.2551214353e-12 ko04970 Salivary secretion 45/1272 95/7206 1.94996227848e-11 ko03040 Spliceosome 1/1272 145/7206 2.6039237271e-11 ko04740 Olfactory transduction 38/1272 80/7206 6.59068642715e-10 ko04925 Aldosterone synthesis and secretion 44/1272 105/7206 5.44094945375e-09 ko04360 Axon guidance 77/1272 233/7206 7.47332952908e-09 ko04971 Gastric acid secretion 40/1272 98/7206 5.69618345303e-08 ko05030 Cocaine addiction 32/1272 73/7206 1.5911766733e-07 ko05203 Viral carcinogenesis 19/1272 277/7206 1.90545476867e-07 ko04022 cGMP-PKG signaling pathway 69/1272 216/7206 2.49250818982e-07 ko03013 RNA transport 7/1272 166/7206 2.53758485595e-07 ko05322 Systemic lupus erythematosus 6/1272 151/7206 4.2545514326e-07 ko04972 Pancreatic secretion 41/1272 111/7206 1.00462521249e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 31/1272 74/7206 1.37050647854e-06 ko04060 Cytokine-cytokine receptor interaction 11/1272 191/7206 1.69843996362e-06 ko04010 MAPK signaling pathway 90/1272 321/7206 2.80523422917e-06 ko04070 Phosphatidylinositol signaling system 40/1272 112/7206 4.03356607442e-06 ko05164 Influenza A 9/1272 167/7206 4.30680983772e-06 ko05168 Herpes simplex infection 11/1272 182/7206 4.67235653894e-06 ko04540 Gap junction 43/1272 128/7206 1.0639019457e-05 ko04621 NOD-like receptor signaling pathway 9/1272 157/7206 1.70755732198e-05 ko04750 Inflammatory mediator regulation of TRP channels 41/1272 122/7206 1.89554428333e-05 ko04966 Collecting duct acid secretion 14/1272 26/7206 3.08973310416e-05 ko04730 Long-term depression 29/1272 78/7206 3.45929336955e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 24/1272 59/7206 3.62599739941e-05 ko04141 Protein processing in endoplasmic reticulum 13/1272 184/7206 4.82284001362e-05 ko04612 Antigen processing and presentation 2/1272 77/7206 6.84111215032e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1272 79/7206 7.22297608911e-05 ko04745 Phototransduction - fly 17/1272 38/7206 9.61820514509e-05 ko04514 Cell adhesion molecules (CAMs) 41/1272 130/7206 0.00010144160571 ko04014 Ras signaling pathway 75/1272 279/7206 0.000108203229846 ko04072 Phospholipase D signaling pathway 56/1272 197/7206 0.000137759763307 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1272 79/7206 0.000142724223579 ko04924 Renin secretion 30/1272 86/7206 0.000150973490531 ko05414 Dilated cardiomyopathy 36/1272 112/7206 0.000153804762378 ko05110 Vibrio cholerae infection 24/1272 63/7206 0.000159406056273 ko05162 Measles 7/1272 120/7206 0.00023734662272 ko04110 Cell cycle 10/1272 145/7206 0.000242913849335 ko04976 Bile secretion 27/1272 80/7206 0.000528963846372 ko04260 Cardiac muscle contraction 31/1272 98/7206 0.000709266058657 ko05169 Epstein-Barr virus infection 19/1272 206/7206 0.000785491564568 ko04146 Peroxisome 5/1272 89/7206 0.00118352197518 ko04923 Regulation of lipolysis in adipocytes 25/1272 77/7206 0.00139511697435 ko04710 Circadian rhythm 16/1272 43/7206 0.00201915921224 ko00240 Pyrimidine metabolism 8/1272 110/7206 0.00233533868182 ko04915 Estrogen signaling pathway 37/1272 131/7206 0.00244138716079 ko04371 Apelin signaling pathway 47/1272 177/7206 0.00263489311601 ko05144 Malaria 1/1272 45/7206 0.00273289927532 ko00071 Fatty acid degradation 1/1272 45/7206 0.00273289927532 ko03420 Nucleotide excision repair 1/1272 46/7206 0.00281650723258 ko05205 Proteoglycans in cancer 30/1272 271/7206 0.00332520078264 ko05131 Shigellosis 5/1272 82/7206 0.00332555039651 ko04711 Circadian rhythm - fly 7/1272 13/7206 0.00334612412729 ko04932 Non-alcoholic fatty liver disease (NAFLD) 18/1272 182/7206 0.00413779625807 ko04622 RIG-I-like receptor signaling pathway 3/1272 62/7206 0.0042208000002 ko03022 Basal transcription factors 1/1272 44/7206 0.00434384658634 ko04120 Ubiquitin mediated proteolysis 12/1272 138/7206 0.00449566421609 ko04912 GnRH signaling pathway 34/1272 122/7206 0.00543858391766 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1272 14/7206 0.00568177758333 ko00330 Arginine and proline metabolism 3/1272 61/7206 0.00615283425302 ko04658 Th1 and Th2 cell differentiation 7/1272 96/7206 0.00642010759842 ko04064 NF-kappa B signaling pathway 7/1272 96/7206 0.00642010759842 ko04657 IL-17 signaling pathway 6/1272 87/7206 0.0065545676415 ko05133 Pertussis 6/1272 87/7206 0.0065545676415 ko04610 Complement and coagulation cascades 5/1272 79/7206 0.00678501495239 ko00562 Inositol phosphate metabolism 26/1272 89/7206 0.00719945150651 ko04626 Plant-pathogen interaction 8/1272 18/7206 0.00756919305872 ko03018 RNA degradation 6/1272 84/7206 0.00892155819957 ko05140 Leishmaniasis 5/1272 75/7206 0.00910383693755 ko00630 Glyoxylate and dicarboxylate metabolism 1/1272 38/7206 0.0094005488905 ko03410 Base excision repair 1/1272 38/7206 0.0094005488905 ko04918 Thyroid hormone synthesis 25/1272 86/7206 0.0095774950289 ko04964 Proximal tubule bicarbonate reclamation 11/1272 29/7206 0.0112485029111 ko04217 Necroptosis 19/1272 178/7206 0.0124840232822 ko00480 Glutathione metabolism 3/1272 55/7206 0.0124885332388 ko05321 Inflammatory bowel disease (IBD) 3/1272 56/7206 0.0126051789166 ko04214 Apoptosis - fly 5/1272 72/7206 0.0126280361041 ko00310 Lysine degradation 5/1272 73/7206 0.0127058504753 ko04015 Rap1 signaling pathway 65/1272 278/7206 0.012784096271 ko04640 Hematopoietic cell lineage 4/1272 64/7206 0.0128018292275 ko04115 p53 signaling pathway 5/1272 74/7206 0.0130505340597 ko05145 Toxoplasmosis 12/1272 126/7206 0.0131174016682 ko04973 Carbohydrate digestion and absorption 14/1272 42/7206 0.0131674527547 ko04630 Jak-STAT signaling pathway 13/1272 132/7206 0.0152987937398 ko05215 Prostate cancer 10/1272 111/7206 0.0163338058472 ko05016 Huntington's disease 25/1272 215/7206 0.0179403332027 ko04270 Vascular smooth muscle contraction 39/1272 154/7206 0.0181315502402 ko00280 Valine, leucine and isoleucine degradation 3/1272 54/7206 0.0181967452907 ko04916 Melanogenesis 36/1272 142/7206 0.0191967745802 ko05161 Hepatitis B 19/1272 173/7206 0.0198011175077 ko00860 Porphyrin and chlorophyll metabolism 1/1272 34/7206 0.021596524135 ko05231 Choline metabolism in cancer 34/1272 134/7206 0.0219268946311 ko05132 Salmonella infection 9/1272 98/7206 0.0233472773343 ko04620 Toll-like receptor signaling pathway 9/1272 100/7206 0.0237116897578 ko04960 Aldosterone-regulated sodium reabsorption 13/1272 41/7206 0.0237879058122 ko03320 PPAR signaling pathway 5/1272 69/7206 0.0247209933063 ko04930 Type II diabetes mellitus 16/1272 54/7206 0.029716644169 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1272 100/7206 0.0339278956711 ko05166 HTLV-I infection 38/1272 292/7206 0.0341878044605 ko04922 Glucagon signaling pathway 32/1272 128/7206 0.0345763502764 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1272 15/7206 0.0353292133412 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1272 40/7206 0.0355265282934 ko00260 Glycine, serine and threonine metabolism 3/1272 48/7206 0.0358336745152 ko05219 Bladder cancer 3/1272 48/7206 0.0358336745152 ko04071 Sphingolipid signaling pathway 39/1272 162/7206 0.0365713598724 ko04210 Apoptosis 21/1272 180/7206 0.0369439674597 ko04142 Lysosome 17/1272 151/7206 0.0397741742888 ko03015 mRNA surveillance pathway 9/1272 93/7206 0.0401701337475 ko04330 Notch signaling pathway 5/1272 62/7206 0.0448432761617 ko01200 Carbon metabolism 14/1272 128/7206 0.0462456741348 ko01524 Platinum drug resistance 7/1272 76/7206 0.0499619347447