ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 195/1120 423/7206 7.78725566889e-54 ko04724 Glutamatergic synapse 87/1120 152/7206 7.73171992243e-33 ko05033 Nicotine addiction 47/1120 56/7206 7.95671517383e-30 ko05032 Morphine addiction 66/1120 110/7206 8.96723802845e-27 ko04713 Circadian entrainment 73/1120 136/7206 2.62741674956e-25 ko04727 GABAergic synapse 64/1120 110/7206 6.15163988414e-25 ko04728 Dopaminergic synapse 86/1120 185/7206 6.241377353e-24 ko04721 Synaptic vesicle cycle 51/1120 80/7206 1.15505180157e-22 ko04725 Cholinergic synapse 76/1120 160/7206 5.66744539551e-22 ko04723 Retrograde endocannabinoid signaling 77/1120 175/7206 1.00384921809e-19 ko04020 Calcium signaling pathway 100/1120 265/7206 2.382710593e-19 ko04742 Taste transduction 39/1120 61/7206 1.11810315371e-17 ko04726 Serotonergic synapse 62/1120 137/7206 7.94761251429e-17 ko04024 cAMP signaling pathway 99/1120 279/7206 8.21055003207e-17 ko04921 Oxytocin signaling pathway 81/1120 209/7206 1.15853367084e-16 ko04911 Insulin secretion 55/1120 117/7206 5.8435513496e-16 ko04720 Long-term potentiation 46/1120 99/7206 2.54000398276e-13 ko04261 Adrenergic signaling in cardiomyocytes 73/1120 205/7206 1.05825396302e-12 ko05031 Amphetamine addiction 42/1120 91/7206 3.72961422709e-12 ko04970 Salivary secretion 43/1120 95/7206 4.67013520779e-12 ko03040 Spliceosome 1/1120 145/7206 8.33982380406e-10 ko04744 Phototransduction 21/1120 36/7206 4.70075188412e-09 ko04360 Axon guidance 69/1120 233/7206 3.32560205681e-08 ko04022 cGMP-PKG signaling pathway 65/1120 216/7206 4.99685084808e-08 ko04925 Aldosterone synthesis and secretion 39/1120 105/7206 6.20919943691e-08 ko04740 Olfactory transduction 32/1120 80/7206 9.85561454828e-08 ko05168 Herpes simplex infection 6/1120 182/7206 1.25409122473e-07 ko04010 MAPK signaling pathway 85/1120 321/7206 2.31039322108e-07 ko04060 Cytokine-cytokine receptor interaction 7/1120 191/7206 2.37865659694e-07 ko04971 Gastric acid secretion 36/1120 98/7206 2.61521912519e-07 ko05030 Cocaine addiction 29/1120 73/7206 4.66217191097e-07 ko05203 Viral carcinogenesis 16/1120 277/7206 6.7376366748e-07 ko04540 Gap junction 42/1120 128/7206 8.45185513055e-07 ko04120 Ubiquitin mediated proteolysis 4/1120 138/7206 2.24572853575e-06 ko05164 Influenza A 7/1120 167/7206 4.22812075095e-06 ko03013 RNA transport 7/1120 166/7206 6.12905689158e-06 ko04966 Collecting duct acid secretion 14/1120 26/7206 6.79240217868e-06 ko04924 Renin secretion 30/1120 86/7206 7.59146955792e-06 ko04730 Long-term depression 28/1120 78/7206 9.43710956296e-06 ko05322 Systemic lupus erythematosus 6/1120 151/7206 1.10448041359e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 27/1120 74/7206 1.13248616727e-05 ko04514 Cell adhesion molecules (CAMs) 40/1120 130/7206 1.21109169487e-05 ko04621 NOD-like receptor signaling pathway 7/1120 157/7206 1.74781846373e-05 ko04745 Phototransduction - fly 17/1120 38/7206 1.77641703638e-05 ko04070 Phosphatidylinositol signaling system 35/1120 112/7206 2.95488795336e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1120 79/7206 3.24693376502e-05 ko04612 Antigen processing and presentation 1/1120 77/7206 5.02198673162e-05 ko04972 Pancreatic secretion 34/1120 111/7206 5.31045585009e-05 ko04610 Complement and coagulation cascades 1/1120 79/7206 5.42488156716e-05 ko04371 Apelin signaling pathway 48/1120 177/7206 5.69565602148e-05 ko04260 Cardiac muscle contraction 31/1120 98/7206 5.704482721e-05 ko05110 Vibrio cholerae infection 23/1120 63/7206 5.89204114688e-05 ko04141 Protein processing in endoplasmic reticulum 11/1120 184/7206 7.96391400904e-05 ko04110 Cell cycle 7/1120 145/7206 0.000103547179293 ko04072 Phospholipase D signaling pathway 51/1120 197/7206 0.000134119409697 ko04961 Endocrine and other factor-regulated calcium reabsorption 21/1120 59/7206 0.000164747888242 ko05414 Dilated cardiomyopathy 33/1120 112/7206 0.000176411472269 ko05169 Epstein-Barr virus infection 14/1120 206/7206 0.000183836145734 ko04014 Ras signaling pathway 67/1120 279/7206 0.00018716964152 ko04750 Inflammatory mediator regulation of TRP channels 35/1120 122/7206 0.000202296417174 ko03008 Ribosome biogenesis in eukaryotes 2/1120 79/7206 0.000426166073629 ko05140 Leishmaniasis 2/1120 75/7206 0.00059390751285 ko04915 Estrogen signaling pathway 35/1120 131/7206 0.000891968261633 ko04064 NF-kappa B signaling pathway 4/1120 96/7206 0.000901242328799 ko04976 Bile secretion 24/1120 80/7206 0.000930508575332 ko04146 Peroxisome 4/1120 89/7206 0.00177074815745 ko05162 Measles 7/1120 120/7206 0.002019196348 ko00480 Glutathione metabolism 1/1120 55/7206 0.00213281234991 ko05205 Proteoglycans in cancer 25/1120 271/7206 0.00266459449497 ko00590 Arachidonic acid metabolism 1/1120 52/7206 0.00314415033643 ko04626 Plant-pathogen interaction 8/1120 18/7206 0.00337895713372 ko00330 Arginine and proline metabolism 2/1120 61/7206 0.004041655609 ko04330 Notch signaling pathway 2/1120 62/7206 0.004110910108 ko04932 Non-alcoholic fatty liver disease (NAFLD) 15/1120 182/7206 0.00486977351355 ko00240 Pyrimidine metabolism 7/1120 110/7206 0.00502862288056 ko04912 GnRH signaling pathway 31/1120 122/7206 0.00507680691419 ko05161 Hepatitis B 14/1120 173/7206 0.00541893282962 ko05144 Malaria 1/1120 45/7206 0.00689627563618 ko00071 Fatty acid degradation 1/1120 45/7206 0.00689627563618 ko03420 Nucleotide excision repair 1/1120 46/7206 0.00690602019709 ko04657 IL-17 signaling pathway 5/1120 87/7206 0.00719617716613 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1120 100/7206 0.00752231941501 ko05321 Inflammatory bowel disease (IBD) 2/1120 56/7206 0.00862572313878 ko04964 Proximal tubule bicarbonate reclamation 10/1120 29/7206 0.0093906715149 ko01524 Platinum drug resistance 4/1120 76/7206 0.0100196404618 ko04630 Jak-STAT signaling pathway 10/1120 132/7206 0.0102599092996 ko03022 Basal transcription factors 1/1120 44/7206 0.0105078014579 ko00562 Inositol phosphate metabolism 23/1120 89/7206 0.0114592972853 ko04217 Necroptosis 16/1120 178/7206 0.0118506427124 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1120 14/7206 0.0135985297042 ko05131 Shigellosis 5/1120 82/7206 0.0137054748359 ko04916 Melanogenesis 33/1120 142/7206 0.0137977423966 ko04640 Hematopoietic cell lineage 3/1120 64/7206 0.0138580480976 ko04214 Apoptosis - fly 4/1120 72/7206 0.0138954084914 ko00310 Lysine degradation 4/1120 73/7206 0.0139540118643 ko03018 RNA degradation 5/1120 84/7206 0.014169225391 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1120 40/7206 0.0153237197189 ko00140 Steroid hormone biosynthesis 1/1120 41/7206 0.0155012559422 ko05166 HTLV-I infection 31/1120 292/7206 0.0166059877807 ko05145 Toxoplasmosis 10/1120 126/7206 0.0176004933151 ko04270 Vascular smooth muscle contraction 35/1120 154/7206 0.0176691999308 ko04015 Rap1 signaling pathway 58/1120 278/7206 0.0177124854224 ko00380 Tryptophan metabolism 2/1120 50/7206 0.018081309403 ko04922 Glucagon signaling pathway 30/1120 128/7206 0.0185773314837 ko05418 Fluid shear stress and atherosclerosis 16/1120 173/7206 0.0191206467197 ko04622 RIG-I-like receptor signaling pathway 3/1120 62/7206 0.0201278389613 ko05231 Choline metabolism in cancer 31/1120 134/7206 0.0213364415335 ko04930 Type II diabetes mellitus 15/1120 54/7206 0.0214624525513 ko05034 Alcoholism 50/1120 238/7206 0.0225627794201 ko00982 Drug metabolism - cytochrome P450 1/1120 37/7206 0.0228705280715 ko05133 Pertussis 6/1120 87/7206 0.0244308338905 ko00270 Cysteine and methionine metabolism 2/1120 47/7206 0.0261246221059 ko00260 Glycine, serine and threonine metabolism 2/1120 48/7206 0.0262417318963 ko04350 TGF-beta signaling pathway 8/1120 103/7206 0.0275717694648 ko05120 Epithelial cell signaling in Helicobacter pylori infection 22/1120 92/7206 0.0300432113826 ko04114 Oocyte meiosis 31/1120 139/7206 0.0327153995675 ko00500 Starch and sucrose metabolism 1/1120 35/7206 0.0339123433533 ko04115 p53 signaling pathway 5/1120 74/7206 0.0350935537779 ko04620 Toll-like receptor signaling pathway 8/1120 100/7206 0.0362623277892 ko04210 Apoptosis 18/1120 180/7206 0.0369730791609 ko04923 Regulation of lipolysis in adipocytes 19/1120 77/7206 0.0378906001141 ko00280 Valine, leucine and isoleucine degradation 3/1120 54/7206 0.0381223863728 ko00620 Pyruvate metabolism 2/1120 46/7206 0.0383573339465 ko05214 Glioma 19/1120 79/7206 0.0420673632453 ko05016 Huntington's disease 23/1120 215/7206 0.0449383676414 ko04722 Neurotrophin signaling pathway 34/1120 160/7206 0.0472383007585 ko04658 Th1 and Th2 cell differentiation 8/1120 96/7206 0.0474283113272