ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 195/1181 423/7206 6.32917670749e-50 ko04724 Glutamatergic synapse 95/1181 152/7206 2.45848958916e-38 ko05033 Nicotine addiction 50/1181 56/7206 2.61549474878e-33 ko05032 Morphine addiction 72/1181 110/7206 3.85570459238e-31 ko04713 Circadian entrainment 81/1181 136/7206 1.22139543256e-30 ko04727 GABAergic synapse 70/1181 110/7206 3.70495760164e-29 ko04725 Cholinergic synapse 81/1181 160/7206 4.08206371127e-24 ko04728 Dopaminergic synapse 87/1181 185/7206 5.54557441439e-23 ko04723 Retrograde endocannabinoid signaling 81/1181 175/7206 6.53127662376e-21 ko04721 Synaptic vesicle cycle 49/1181 80/7206 1.075808432e-19 ko04911 Insulin secretion 61/1181 117/7206 2.95904459687e-19 ko04024 cAMP signaling pathway 105/1181 279/7206 2.08986926691e-18 ko04020 Calcium signaling pathway 99/1181 265/7206 6.22109820042e-17 ko04921 Oxytocin signaling pathway 83/1181 209/7206 2.57292746635e-16 ko04726 Serotonergic synapse 61/1181 137/7206 4.85082554115e-15 ko04744 Phototransduction 27/1181 36/7206 9.99800702105e-15 ko04261 Adrenergic signaling in cardiomyocytes 78/1181 205/7206 3.2952648148e-14 ko04742 Taste transduction 36/1181 61/7206 4.3565678272e-14 ko04720 Long-term potentiation 48/1181 99/7206 7.8531440891e-14 ko05031 Amphetamine addiction 45/1181 91/7206 1.93422746186e-13 ko04970 Salivary secretion 43/1181 95/7206 2.86723741148e-11 ko03040 Spliceosome 1/1181 145/7206 1.92696493823e-10 ko04740 Olfactory transduction 37/1181 80/7206 3.26188341506e-10 ko04925 Aldosterone synthesis and secretion 44/1181 105/7206 3.76983134939e-10 ko04971 Gastric acid secretion 42/1181 98/7206 4.08394394781e-10 ko04360 Axon guidance 75/1181 233/7206 1.3580796737e-09 ko05030 Cocaine addiction 34/1181 73/7206 1.35981135145e-09 ko04010 MAPK signaling pathway 88/1181 321/7206 3.98622277616e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1181 74/7206 5.70997778757e-07 ko05322 Systemic lupus erythematosus 5/1181 151/7206 5.8109071876e-07 ko05168 Herpes simplex infection 8/1181 182/7206 7.27761649298e-07 ko04060 Cytokine-cytokine receptor interaction 9/1181 191/7206 8.2227089629e-07 ko04972 Pancreatic secretion 39/1181 111/7206 1.55057506203e-06 ko04745 Phototransduction - fly 19/1181 38/7206 1.58829774369e-06 ko04070 Phosphatidylinositol signaling system 39/1181 112/7206 1.7730765065e-06 ko04961 Endocrine and other factor-regulated calcium reabsorption 25/1181 59/7206 1.89263162662e-06 ko03013 RNA transport 7/1181 166/7206 1.93998914114e-06 ko04022 cGMP-PKG signaling pathway 63/1181 216/7206 2.18081984918e-06 ko05203 Viral carcinogenesis 20/1181 277/7206 6.45820113757e-06 ko04141 Protein processing in endoplasmic reticulum 10/1181 184/7206 7.19029007065e-06 ko04730 Long-term depression 29/1181 78/7206 7.74980286852e-06 ko04072 Phospholipase D signaling pathway 57/1181 197/7206 8.41040220434e-06 ko04540 Gap junction 40/1181 128/7206 2.91749396766e-05 ko05414 Dilated cardiomyopathy 36/1181 112/7206 2.93581927652e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1181 79/7206 3.91631569475e-05 ko04621 NOD-like receptor signaling pathway 9/1181 157/7206 7.23278893765e-05 ko05110 Vibrio cholerae infection 23/1181 63/7206 9.70789814664e-05 ko04915 Estrogen signaling pathway 39/1181 131/7206 0.000110285990651 ko04014 Ras signaling pathway 70/1181 279/7206 0.000137701879406 ko04260 Cardiac muscle contraction 31/1181 98/7206 0.000159272819026 ko03008 Ribosome biogenesis in eukaryotes 2/1181 79/7206 0.000172118846938 ko04924 Renin secretion 28/1181 86/7206 0.000186534540141 ko05164 Influenza A 11/1181 167/7206 0.000191258512179 ko04640 Hematopoietic cell lineage 1/1181 64/7206 0.000249570692728 ko04612 Antigen processing and presentation 2/1181 77/7206 0.00026160097386 ko04371 Apelin signaling pathway 48/1181 177/7206 0.000276148385402 ko04750 Inflammatory mediator regulation of TRP channels 36/1181 122/7206 0.000278889059836 ko04976 Bile secretion 26/1181 80/7206 0.000352444291879 ko04923 Regulation of lipolysis in adipocytes 25/1181 77/7206 0.000488694903504 ko04912 GnRH signaling pathway 35/1181 122/7206 0.00073204891952 ko04110 Cell cycle 10/1181 145/7206 0.000925815699302 ko04514 Cell adhesion molecules (CAMs) 36/1181 130/7206 0.00108951911803 ko04064 NF-kappa B signaling pathway 5/1181 96/7206 0.00127838341068 ko04966 Collecting duct acid secretion 11/1181 26/7206 0.00154669851832 ko00590 Arachidonic acid metabolism 1/1181 52/7206 0.00200800049818 ko04120 Ubiquitin mediated proteolysis 10/1181 138/7206 0.00231512075599 ko04916 Melanogenesis 37/1181 142/7206 0.00278173277403 ko00260 Glycine, serine and threonine metabolism 1/1181 48/7206 0.00293040815942 ko04918 Thyroid hormone synthesis 25/1181 86/7206 0.00297179953877 ko04146 Peroxisome 5/1181 89/7206 0.00357104701752 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1181 14/7206 0.00368924691377 ko03420 Nucleotide excision repair 1/1181 46/7206 0.00441168421393 ko04960 Aldosterone-regulated sodium reabsorption 14/1181 41/7206 0.00479853716468 ko04062 Chemokine signaling pathway 48/1181 201/7206 0.00499261655025 ko00480 Glutathione metabolism 2/1181 55/7206 0.00567482005004 ko05321 Inflammatory bowel disease (IBD) 2/1181 56/7206 0.00572201288308 ko04973 Carbohydrate digestion and absorption 14/1181 42/7206 0.00585326363979 ko05162 Measles 9/1181 120/7206 0.00589947711168 ko04015 Rap1 signaling pathway 63/1181 278/7206 0.0061895185398 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1181 100/7206 0.00619783151428 ko00240 Pyrimidine metabolism 8/1181 110/7206 0.00627017923909 ko03022 Basal transcription factors 1/1181 44/7206 0.00669944817098 ko04115 p53 signaling pathway 4/1181 74/7206 0.00681976375542 ko05140 Leishmaniasis 4/1181 75/7206 0.00691913853726 ko03018 RNA degradation 5/1181 84/7206 0.00697909883864 ko00071 Fatty acid degradation 1/1181 45/7206 0.00703342868811 ko04213 Longevity regulating pathway - multiple species 24/1181 86/7206 0.00751510994997 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1181 182/7206 0.00806515809604 ko04622 RIG-I-like receptor signaling pathway 3/1181 62/7206 0.00920939733432 ko00310 Lysine degradation 4/1181 73/7206 0.00991632007746 ko04217 Necroptosis 17/1181 178/7206 0.0102537771086 ko04922 Glucagon signaling pathway 32/1181 128/7206 0.0110651668362 ko05169 Epstein-Barr virus infection 21/1181 206/7206 0.012882221716 ko03320 PPAR signaling pathway 4/1181 69/7206 0.0134694388374 ko00330 Arginine and proline metabolism 3/1181 61/7206 0.0135402233103 ko04114 Oocyte meiosis 34/1181 139/7206 0.0144563580913 ko04930 Type II diabetes mellitus 16/1181 54/7206 0.0147337254803 ko00630 Glyoxylate and dicarboxylate metabolism 1/1181 38/7206 0.0148384269172 ko04270 Vascular smooth muscle contraction 37/1181 154/7206 0.0148718436653 ko05205 Proteoglycans in cancer 30/1181 271/7206 0.0150556615542 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1181 40/7206 0.0157852032913 ko05202 Transcriptional misregulation in cancer 19/1181 188/7206 0.0163948592711 ko05161 Hepatitis B 17/1181 173/7206 0.016525318798 ko04722 Neurotrophin signaling pathway 38/1181 160/7206 0.0168697422084 ko04210 Apoptosis 18/1181 180/7206 0.0185651863588 ko04626 Plant-pathogen interaction 7/1181 18/7206 0.018776813907 ko00513 Various types of N-glycan biosynthesis 13/1181 42/7206 0.0188738222014 ko04964 Proximal tubule bicarbonate reclamation 10/1181 29/7206 0.0190642539034 ko05214 Glioma 21/1181 79/7206 0.020674426029 ko00982 Drug metabolism - cytochrome P450 1/1181 37/7206 0.0229510964485 ko05016 Huntington's disease 23/1181 215/7206 0.0242501479526 ko04214 Apoptosis - fly 5/1181 72/7206 0.0250702480092 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1181 15/7206 0.0252385494668 ko04012 ErbB signaling pathway 27/1181 109/7206 0.0255522610987 ko01200 Carbon metabolism 12/1181 128/7206 0.029649468976 ko04975 Fat digestion and absorption 1/1181 35/7206 0.0351584741646 ko05145 Toxoplasmosis 12/1181 126/7206 0.0381508371089 ko04919 Thyroid hormone signaling pathway 33/1181 143/7206 0.0390243780133 ko04657 IL-17 signaling pathway 7/1181 87/7206 0.0397543454129 ko05133 Pertussis 7/1181 87/7206 0.0397543454129 ko05034 Alcoholism 51/1181 238/7206 0.0400370283244 ko00562 Inositol phosphate metabolism 22/1181 89/7206 0.0423675973773 ko00512 Mucin type O-glycan biosynthesis 9/1181 29/7206 0.0427468006024 ko05231 Choline metabolism in cancer 31/1181 134/7206 0.0441513225036 ko04711 Circadian rhythm - fly 5/1181 13/7206 0.0478569905119 ko05340 Primary immunodeficiency 1/1181 30/7206 0.0492049652707