ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 178/1060 423/7206 1.31314673715e-45 ko04724 Glutamatergic synapse 87/1060 152/7206 9.894497538e-35 ko05033 Nicotine addiction 48/1060 56/7206 1.89950587325e-32 ko05032 Morphine addiction 67/1060 110/7206 3.44443533329e-29 ko04727 GABAergic synapse 64/1060 110/7206 2.54266821233e-26 ko04713 Circadian entrainment 72/1060 136/7206 5.33406971373e-26 ko04728 Dopaminergic synapse 86/1060 185/7206 1.18129236848e-25 ko04721 Synaptic vesicle cycle 51/1060 80/7206 8.60975306509e-24 ko04725 Cholinergic synapse 75/1060 160/7206 9.27192140637e-23 ko04723 Retrograde endocannabinoid signaling 77/1060 175/7206 3.2061676159e-21 ko04024 cAMP signaling pathway 99/1060 279/7206 9.6093347178e-19 ko04744 Phototransduction 27/1060 36/7206 6.19163619193e-16 ko04911 Insulin secretion 53/1060 117/7206 1.29850205919e-15 ko04726 Serotonergic synapse 57/1060 137/7206 1.12089705812e-14 ko04720 Long-term potentiation 46/1060 99/7206 3.17244524224e-14 ko04921 Oxytocin signaling pathway 74/1060 209/7206 3.55183911242e-14 ko04742 Taste transduction 34/1060 61/7206 8.79836627858e-14 ko05031 Amphetamine addiction 43/1060 91/7206 1.06056731665e-13 ko04020 Calcium signaling pathway 86/1060 265/7206 1.32525461526e-13 ko04261 Adrenergic signaling in cardiomyocytes 69/1060 205/7206 6.91985112074e-12 ko03040 Spliceosome 1/1060 145/7206 3.52182378355e-09 ko04970 Salivary secretion 37/1060 95/7206 5.02956689606e-09 ko04925 Aldosterone synthesis and secretion 39/1060 105/7206 9.42631646399e-09 ko05030 Cocaine addiction 30/1060 73/7206 3.39827490213e-08 ko04740 Olfactory transduction 31/1060 80/7206 1.01938332837e-07 ko04971 Gastric acid secretion 35/1060 98/7206 1.6878596403e-07 ko04060 Cytokine-cytokine receptor interaction 6/1060 191/7206 2.14683030835e-07 ko05168 Herpes simplex infection 6/1060 182/7206 6.4319587734e-07 ko04360 Axon guidance 63/1060 233/7206 6.83223298357e-07 ko04730 Long-term depression 29/1060 78/7206 7.3421781652e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1060 74/7206 7.51194246613e-07 ko04010 MAPK signaling pathway 79/1060 321/7206 1.60504366169e-06 ko04070 Phosphatidylinositol signaling system 36/1060 112/7206 2.43912969946e-06 ko04966 Collecting duct acid secretion 14/1060 26/7206 3.48308809631e-06 ko05203 Viral carcinogenesis 16/1060 277/7206 3.54013422569e-06 ko05322 Systemic lupus erythematosus 5/1060 151/7206 6.82391153356e-06 ko04022 cGMP-PKG signaling pathway 56/1060 216/7206 1.35776388314e-05 ko04072 Phospholipase D signaling pathway 52/1060 197/7206 1.41731493545e-05 ko04972 Pancreatic secretion 34/1060 111/7206 1.69740499151e-05 ko04621 NOD-like receptor signaling pathway 6/1060 157/7206 1.75201654103e-05 ko04141 Protein processing in endoplasmic reticulum 9/1060 184/7206 3.10574813828e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 26/1060 79/7206 3.75540407372e-05 ko04745 Phototransduction - fly 16/1060 38/7206 3.89447425554e-05 ko04120 Ubiquitin mediated proteolysis 5/1060 138/7206 4.4420955475e-05 ko04514 Cell adhesion molecules (CAMs) 37/1060 130/7206 4.55478006074e-05 ko05110 Vibrio cholerae infection 22/1060 63/7206 4.93086955306e-05 ko04260 Cardiac muscle contraction 30/1060 98/7206 6.7120362801e-05 ko03013 RNA transport 8/1060 166/7206 8.25955431993e-05 ko04915 Estrogen signaling pathway 36/1060 131/7206 0.000143464784229 ko04924 Renin secretion 26/1060 86/7206 0.000186652930092 ko04540 Gap junction 35/1060 128/7206 0.000201995284028 ko04961 Endocrine and other factor-regulated calcium reabsorption 20/1060 59/7206 0.000252330763874 ko04014 Ras signaling pathway 63/1060 279/7206 0.000372037786022 ko04626 Plant-pathogen interaction 9/1060 18/7206 0.000431980280366 ko05164 Influenza A 10/1060 167/7206 0.000557562835361 ko04610 Complement and coagulation cascades 2/1060 79/7206 0.00062635748011 ko05414 Dilated cardiomyopathy 30/1060 112/7206 0.000697952331279 ko04750 Inflammatory mediator regulation of TRP channels 32/1060 122/7206 0.000718569266496 ko04110 Cell cycle 8/1060 145/7206 0.000795711603541 ko04612 Antigen processing and presentation 2/1060 77/7206 0.000941933215795 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1060 14/7206 0.00194188659486 ko04064 NF-kappa B signaling pathway 4/1060 96/7206 0.00194762790042 ko00480 Glutathione metabolism 1/1060 55/7206 0.00329877104755 ko03008 Ribosome biogenesis in eukaryotes 3/1060 79/7206 0.00347033753106 ko05169 Epstein-Barr virus infection 16/1060 206/7206 0.00357246298655 ko04146 Peroxisome 4/1060 89/7206 0.00374919806719 ko05162 Measles 7/1060 120/7206 0.00387422651547 ko04912 GnRH signaling pathway 30/1060 122/7206 0.00411565393917 ko05140 Leishmaniasis 3/1060 75/7206 0.00486954557978 ko00590 Arachidonic acid metabolism 1/1060 52/7206 0.00488618989883 ko04930 Type II diabetes mellitus 16/1060 54/7206 0.00553812898523 ko05214 Glioma 21/1060 79/7206 0.00579661211919 ko04960 Aldosterone-regulated sodium reabsorption 13/1060 41/7206 0.00593584450352 ko04062 Chemokine signaling pathway 44/1060 201/7206 0.00607115704884 ko04976 Bile secretion 21/1060 80/7206 0.00630287459303 ko04964 Proximal tubule bicarbonate reclamation 10/1060 29/7206 0.00634891991647 ko04973 Carbohydrate digestion and absorption 13/1060 42/7206 0.00688090582529 ko04214 Apoptosis - fly 3/1060 72/7206 0.00694476837608 ko00310 Lysine degradation 3/1060 73/7206 0.00703346808107 ko05231 Choline metabolism in cancer 31/1060 134/7206 0.00914013729804 ko04371 Apelin signaling pathway 39/1060 177/7206 0.00944371917043 ko04012 ErbB signaling pathway 26/1060 109/7206 0.0094469813639 ko00240 Pyrimidine metabolism 7/1060 110/7206 0.00958311269766 ko03320 PPAR signaling pathway 3/1060 69/7206 0.00987682322002 ko00071 Fatty acid degradation 1/1060 45/7206 0.0106299037339 ko03420 Nucleotide excision repair 1/1060 46/7206 0.0107269408816 ko05321 Inflammatory bowel disease (IBD) 2/1060 56/7206 0.0129074749283 ko00562 Inositol phosphate metabolism 22/1060 89/7206 0.0147350737594 ko03022 Basal transcription factors 1/1060 44/7206 0.0163741433695 ko05120 Epithelial cell signaling in Helicobacter pylori infection 22/1060 92/7206 0.017102937844 ko05166 HTLV-I infection 29/1060 292/7206 0.0179322417883 ko03018 RNA degradation 5/1060 84/7206 0.0193907266135 ko05034 Alcoholism 48/1060 238/7206 0.01966551733 ko04640 Hematopoietic cell lineage 3/1060 64/7206 0.0199040695453 ko04115 p53 signaling pathway 4/1060 74/7206 0.0199530379305 ko04923 Regulation of lipolysis in adipocytes 19/1060 77/7206 0.0218204792814 ko05161 Hepatitis B 15/1060 173/7206 0.0220696475326 ko05410 Hypertrophic cardiomyopathy (HCM) 23/1060 100/7206 0.022825856904 ko05205 Proteoglycans in cancer 27/1060 271/7206 0.0229117758502 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1060 40/7206 0.0235167548001 ko04350 TGF-beta signaling pathway 7/1060 103/7206 0.0237077747341 ko00140 Steroid hormone biosynthesis 1/1060 41/7206 0.0241004452659 ko00330 Arginine and proline metabolism 3/1060 61/7206 0.0279709373025 ko04330 Notch signaling pathway 3/1060 62/7206 0.0285399125402 ko04622 RIG-I-like receptor signaling pathway 3/1060 62/7206 0.0285399125402 ko00512 Mucin type O-glycan biosynthesis 9/1060 29/7206 0.0294482719306 ko05145 Toxoplasmosis 10/1060 126/7206 0.030235670125 ko04918 Thyroid hormone synthesis 20/1060 86/7206 0.0311977264043 ko04217 Necroptosis 16/1060 178/7206 0.0313642033279 ko04071 Sphingolipid signaling pathway 34/1060 162/7206 0.0321219895003 ko00982 Drug metabolism - cytochrome P450 1/1060 37/7206 0.0347675226158 ko03410 Base excision repair 1/1060 38/7206 0.0354513265092 ko00260 Glycine, serine and threonine metabolism 2/1060 48/7206 0.0387515481826 ko04916 Melanogenesis 30/1060 142/7206 0.0407794516637 ko04658 Th1 and Th2 cell differentiation 7/1060 96/7206 0.0410460169171 ko04919 Thyroid hormone signaling pathway 30/1060 143/7206 0.0416492601015 ko04210 Apoptosis 17/1060 180/7206 0.0427468149695 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1060 182/7206 0.0431767785657 ko04922 Glucagon signaling pathway 27/1060 128/7206 0.0440295852788 ko04657 IL-17 signaling pathway 6/1060 87/7206 0.0457963552155 ko05133 Pertussis 6/1060 87/7206 0.0457963552155 ko05202 Transcriptional misregulation in cancer 18/1060 188/7206 0.0468326630378 ko01524 Platinum drug resistance 5/1060 76/7206 0.0489698541928