ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 199/1261 423/7206 6.60624375445e-48 ko04724 Glutamatergic synapse 94/1261 152/7206 6.24879955979e-35 ko05033 Nicotine addiction 50/1261 56/7206 6.8576203509e-32 ko05032 Morphine addiction 74/1261 110/7206 3.15393601107e-31 ko04713 Circadian entrainment 83/1261 136/7206 2.48286954135e-30 ko04727 GABAergic synapse 70/1261 110/7206 2.46218234688e-27 ko04728 Dopaminergic synapse 91/1261 185/7206 1.19297066448e-23 ko04725 Cholinergic synapse 81/1261 160/7206 3.48509028365e-22 ko04723 Retrograde endocannabinoid signaling 83/1261 175/7206 2.35231679576e-20 ko04721 Synaptic vesicle cycle 50/1261 80/7206 2.39803963875e-19 ko04024 cAMP signaling pathway 110/1261 279/7206 8.74261775857e-19 ko04020 Calcium signaling pathway 105/1261 265/7206 4.37675085268e-18 ko04911 Insulin secretion 59/1261 117/7206 2.31420445002e-16 ko04921 Oxytocin signaling pathway 83/1261 209/7206 1.38873699728e-14 ko04726 Serotonergic synapse 62/1261 137/7206 2.68056160546e-14 ko04742 Taste transduction 37/1261 61/7206 4.78321693118e-14 ko04744 Phototransduction 27/1261 36/7206 5.33149007224e-14 ko04261 Adrenergic signaling in cardiomyocytes 79/1261 205/7206 4.2223671063e-13 ko04360 Axon guidance 84/1261 233/7206 7.39462964114e-12 ko05031 Amphetamine addiction 44/1261 91/7206 1.00740375199e-11 ko03040 Spliceosome 1/1261 145/7206 2.6489485636e-11 ko04720 Long-term potentiation 45/1261 99/7206 8.24339299927e-11 ko04970 Salivary secretion 42/1261 95/7206 1.02303958337e-09 ko04925 Aldosterone synthesis and secretion 43/1261 105/7206 1.26516356085e-08 ko04022 cGMP-PKG signaling pathway 71/1261 216/7206 2.74077800438e-08 ko05030 Cocaine addiction 33/1261 73/7206 3.2801337859e-08 ko04971 Gastric acid secretion 40/1261 98/7206 4.63743006805e-08 ko04010 MAPK signaling pathway 94/1261 321/7206 1.04594682594e-07 ko05322 Systemic lupus erythematosus 5/1261 151/7206 1.04629585985e-07 ko03013 RNA transport 7/1261 166/7206 2.52202682726e-07 ko05203 Viral carcinogenesis 19/1261 277/7206 2.69368272555e-07 ko04740 Olfactory transduction 33/1261 80/7206 6.55615584847e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 31/1261 74/7206 6.91606191291e-07 ko04060 Cytokine-cytokine receptor interaction 11/1261 191/7206 1.70543978924e-06 ko04070 Phosphatidylinositol signaling system 40/1261 112/7206 3.53889084687e-06 ko04972 Pancreatic secretion 39/1261 111/7206 6.56482407407e-06 ko04923 Regulation of lipolysis in adipocytes 30/1261 77/7206 6.60795043397e-06 ko04924 Renin secretion 32/1261 86/7206 1.08366909333e-05 ko04014 Ras signaling pathway 78/1261 279/7206 1.19177608815e-05 ko04072 Phospholipase D signaling pathway 59/1261 197/7206 1.47173928084e-05 ko04141 Protein processing in endoplasmic reticulum 12/1261 184/7206 1.8624892695e-05 ko04745 Phototransduction - fly 18/1261 38/7206 2.04362148616e-05 ko04730 Long-term depression 29/1261 78/7206 3.0517780859e-05 ko04711 Circadian rhythm - fly 9/1261 13/7206 5.44887751492e-05 ko05168 Herpes simplex infection 13/1261 182/7206 6.52967219691e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1261 79/7206 7.04845457196e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1261 59/7206 8.51350112619e-05 ko04064 NF-kappa B signaling pathway 4/1261 96/7206 0.00012027355748 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1261 79/7206 0.000131100889876 ko04540 Gap junction 40/1261 128/7206 0.00013640339872 ko05414 Dilated cardiomyopathy 36/1261 112/7206 0.000136431812135 ko04371 Apelin signaling pathway 50/1261 177/7206 0.000400238492553 ko05164 Influenza A 13/1261 167/7206 0.000409831719573 ko04915 Estrogen signaling pathway 39/1261 131/7206 0.000447733834347 ko04612 Antigen processing and presentation 3/1261 77/7206 0.000450519662141 ko04621 NOD-like receptor signaling pathway 12/1261 157/7206 0.000596448094082 ko05110 Vibrio cholerae infection 22/1261 63/7206 0.000729179962432 ko04640 Hematopoietic cell lineage 2/1261 64/7206 0.000763820651941 ko04514 Cell adhesion molecules (CAMs) 38/1261 130/7206 0.000967376567684 ko04750 Inflammatory mediator regulation of TRP channels 36/1261 122/7206 0.00102823836242 ko05205 Proteoglycans in cancer 28/1261 271/7206 0.00106346687168 ko00330 Arginine and proline metabolism 2/1261 61/7206 0.00113583565169 ko04260 Cardiac muscle contraction 30/1261 98/7206 0.00120914409445 ko04146 Peroxisome 5/1261 89/7206 0.00172484347235 ko04710 Circadian rhythm 16/1261 43/7206 0.00187694370869 ko04110 Cell cycle 12/1261 145/7206 0.00189172860274 ko05169 Epstein-Barr virus infection 20/1261 206/7206 0.00203170235081 ko04966 Collecting duct acid secretion 11/1261 26/7206 0.00267405554349 ko05144 Malaria 1/1261 45/7206 0.0027582150719 ko03420 Nucleotide excision repair 1/1261 46/7206 0.00279218972055 ko05140 Leishmaniasis 4/1261 75/7206 0.00324875707506 ko00240 Pyrimidine metabolism 8/1261 110/7206 0.00328613236943 ko00480 Glutathione metabolism 2/1261 55/7206 0.00369654556711 ko04912 GnRH signaling pathway 34/1261 122/7206 0.00376314622545 ko03022 Basal transcription factors 1/1261 44/7206 0.00428328290899 ko04120 Ubiquitin mediated proteolysis 12/1261 138/7206 0.00444753574917 ko05162 Measles 10/1261 120/7206 0.00522412362392 ko00590 Arachidonic acid metabolism 2/1261 52/7206 0.00537879077287 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1261 14/7206 0.00540397805932 ko05231 Choline metabolism in cancer 36/1261 134/7206 0.00573392758985 ko04930 Type II diabetes mellitus 18/1261 54/7206 0.00584741342277 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1261 40/7206 0.00630860430245 ko00140 Steroid hormone biosynthesis 1/1261 41/7206 0.00631384804402 ko00515 Mannose type O-glycan biosynthesis 10/1261 25/7206 0.00668468164242 ko04976 Bile secretion 24/1261 80/7206 0.0069301099804 ko04626 Plant-pathogen interaction 8/1261 18/7206 0.00717112742871 ko04015 Rap1 signaling pathway 66/1261 278/7206 0.00768015289385 ko04722 Neurotrophin signaling pathway 41/1261 160/7206 0.00836762900358 ko03018 RNA degradation 6/1261 84/7206 0.00892075095719 ko00630 Glyoxylate and dicarboxylate metabolism 1/1261 38/7206 0.00945516337118 ko03410 Base excision repair 1/1261 38/7206 0.00945516337118 ko05161 Hepatitis B 18/1261 173/7206 0.0111303499052 ko00562 Inositol phosphate metabolism 25/1261 89/7206 0.0112755619026 ko00260 Glycine, serine and threonine metabolism 2/1261 48/7206 0.0117475476129 ko05321 Inflammatory bowel disease (IBD) 3/1261 56/7206 0.0125843246609 ko04115 p53 signaling pathway 5/1261 74/7206 0.0128789025346 ko00982 Drug metabolism - cytochrome P450 1/1261 37/7206 0.0146890077808 ko04918 Thyroid hormone synthesis 24/1261 86/7206 0.0147240994917 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1261 100/7206 0.0164340877229 ko00071 Fatty acid degradation 2/1261 45/7206 0.0168905516564 ko04622 RIG-I-like receptor signaling pathway 4/1261 62/7206 0.0180410491301 ko04922 Glucagon signaling pathway 33/1261 128/7206 0.018224685182 ko04964 Proximal tubule bicarbonate reclamation 10/1261 29/7206 0.024782614477 ko04217 Necroptosis 20/1261 178/7206 0.0274272537355 ko04062 Chemokine signaling pathway 47/1261 201/7206 0.0301334409296 ko04213 Longevity regulating pathway - multiple species 23/1261 86/7206 0.0311210011664 ko04114 Oocyte meiosis 34/1261 139/7206 0.0324117210669 ko04916 Melanogenesis 35/1261 142/7206 0.0331809697879 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1261 15/7206 0.0339821366942 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 9/1261 26/7206 0.0340101734059 ko04071 Sphingolipid signaling pathway 39/1261 162/7206 0.0356904640766 ko05016 Huntington's disease 26/1261 215/7206 0.0356907976753 ko05204 Chemical carcinogenesis 3/1261 48/7206 0.03600070993 ko04210 Apoptosis 21/1261 180/7206 0.0367519108682 ko00380 Tryptophan metabolism 3/1261 50/7206 0.0372829047381 ko04670 Leukocyte transendothelial migration 17/1261 151/7206 0.0398042188539 ko04142 Lysosome 17/1261 151/7206 0.0398042188539 ko04270 Vascular smooth muscle contraction 37/1261 154/7206 0.0408272033272 ko00310 Lysine degradation 6/1261 73/7206 0.0423299538936 ko05320 Autoimmune thyroid disease 1/1261 29/7206 0.0478541563831 ko00280 Valine, leucine and isoleucine degradation 4/1261 54/7206 0.0483037485088