ko pathway ratio_in_study ratio_in_pop p_value ko04020 Calcium signaling pathway 80/1061 265/7206 6.85318428735e-11 ko03010 Ribosome 1/1061 129/7206 4.57145638971e-08 ko04080 Neuroactive ligand-receptor interaction 103/1061 423/7206 8.39996863688e-08 ko04713 Circadian entrainment 44/1061 136/7206 1.39328884279e-07 ko03040 Spliceosome 3/1061 145/7206 3.56005642907e-07 ko04024 cAMP signaling pathway 72/1061 279/7206 7.01640270719e-07 ko05322 Systemic lupus erythematosus 4/1061 151/7206 1.14480925791e-06 ko04710 Circadian rhythm 19/1061 43/7206 3.14108532061e-06 ko03013 RNA transport 6/1061 166/7206 3.93417900328e-06 ko04727 GABAergic synapse 35/1061 110/7206 4.3102950454e-06 ko05033 Nicotine addiction 22/1061 56/7206 5.70390892991e-06 ko04922 Glucagon signaling pathway 39/1061 128/7206 6.10827809735e-06 ko05203 Viral carcinogenesis 17/1061 277/7206 8.59397931937e-06 ko04724 Glutamatergic synapse 43/1061 152/7206 1.29436397517e-05 ko04110 Cell cycle 5/1061 145/7206 1.4175770588e-05 ko05032 Morphine addiction 34/1061 110/7206 1.51620949255e-05 ko04921 Oxytocin signaling pathway 54/1061 209/7206 2.47978297853e-05 ko04146 Peroxisome 29/1061 89/7206 2.6082054335e-05 ko00120 Primary bile acid biosynthesis 11/1061 20/7206 3.12810014933e-05 ko04022 cGMP-PKG signaling pathway 54/1061 216/7206 5.39846770313e-05 ko04911 Insulin secretion 34/1061 117/7206 5.66994456036e-05 ko01200 Carbon metabolism 36/1061 128/7206 7.31062528817e-05 ko04925 Aldosterone synthesis and secretion 31/1061 105/7206 7.90032745289e-05 ko03008 Ribosome biogenesis in eukaryotes 1/1061 79/7206 8.20880303538e-05 ko04745 Phototransduction - fly 15/1061 38/7206 0.000165374033667 ko04657 IL-17 signaling pathway 2/1061 87/7206 0.000193899460958 ko04970 Salivary secretion 28/1061 95/7206 0.000197297010873 ko04514 Cell adhesion molecules (CAMs) 35/1061 130/7206 0.000243699448638 ko05031 Amphetamine addiction 27/1061 91/7206 0.000249996184212 ko00360 Phenylalanine metabolism 9/1061 17/7206 0.000250051861336 ko04744 Phototransduction 14/1061 36/7206 0.000327287141997 ko00071 Fatty acid degradation 16/1061 45/7206 0.000415469552315 ko00350 Tyrosine metabolism 13/1061 33/7206 0.000459813329019 ko00620 Pyruvate metabolism 16/1061 46/7206 0.000551355924744 ko00010 Glycolysis / Gluconeogenesis 22/1061 74/7206 0.000788393362702 ko00380 Tryptophan metabolism 17/1061 50/7206 0.000843864793468 ko03320 PPAR signaling pathway 21/1061 69/7206 0.000851061948309 ko04725 Cholinergic synapse 39/1061 160/7206 0.00100044846142 ko00950 Isoquinoline alkaloid biosynthesis 6/1061 10/7206 0.00123892420624 ko04210 Apoptosis 12/1061 180/7206 0.00126327309231 ko05164 Influenza A 11/1061 167/7206 0.00179518057935 ko05168 Herpes simplex infection 13/1061 182/7206 0.00204333870688 ko04214 Apoptosis - fly 2/1061 72/7206 0.00208827795579 ko00640 Propanoate metabolism 12/1061 34/7206 0.00232008895862 ko04720 Long-term potentiation 26/1061 99/7206 0.00239965056553 ko05131 Shigellosis 3/1061 82/7206 0.00243475064128 ko04011 MAPK signaling pathway - yeast 1/1061 53/7206 0.00321023562226 ko04270 Vascular smooth muscle contraction 36/1061 154/7206 0.00380539233461 ko04070 Phosphatidylinositol signaling system 28/1061 112/7206 0.00426864630609 ko05161 Hepatitis B 13/1061 173/7206 0.00463309334246 ko05224 Breast cancer 13/1061 174/7206 0.00463956641702 ko04261 Adrenergic signaling in cardiomyocytes 45/1061 205/7206 0.00487971485743 ko04371 Apelin signaling pathway 40/1061 177/7206 0.00491236836709 ko00362 Benzoate degradation 4/1061 6/7206 0.00546900908544 ko01212 Fatty acid metabolism 17/1061 60/7206 0.00547882332224 ko04971 Gastric acid secretion 25/1061 98/7206 0.00569084272359 ko04728 Dopaminergic synapse 41/1061 185/7206 0.00599692500631 ko04721 Synaptic vesicle cycle 21/1061 80/7206 0.0063417324152 ko04723 Retrograde endocannabinoid signaling 39/1061 175/7206 0.0066278149971 ko05169 Epstein-Barr virus infection 17/1061 206/7206 0.00677156412228 ko04711 Circadian rhythm - fly 6/1061 13/7206 0.00681275701079 ko04726 Serotonergic synapse 32/1061 137/7206 0.00691677137699 ko01230 Biosynthesis of amino acids 22/1061 85/7206 0.00787378162122 ko04924 Renin secretion 22/1061 86/7206 0.00831154761614 ko00330 Arginine and proline metabolism 17/1061 61/7206 0.00952627404153 ko04730 Long-term depression 20/1061 78/7206 0.00970550028699 ko04113 Meiosis - yeast 3/1061 70/7206 0.00998487072297 ko05100 Bacterial invasion of epithelial cells 6/1061 99/7206 0.0100293535546 ko02010 ABC transporters 12/1061 39/7206 0.0101600129481 ko04120 Ubiquitin mediated proteolysis 10/1061 138/7206 0.0103805166226 ko04626 Plant-pathogen interaction 7/1061 18/7206 0.0105936399153 ko03420 Nucleotide excision repair 1/1061 46/7206 0.0107316907992 ko00960 Tropane, piperidine and pyridine alkaloid biosynthesis 3/1061 4/7206 0.0113340726114 ko00260 Glycine, serine and threonine metabolism 14/1061 48/7206 0.0118581582033 ko00500 Starch and sucrose metabolism 11/1061 35/7206 0.0131475861466 ko04750 Inflammatory mediator regulation of TRP channels 28/1061 122/7206 0.0138173170766 ko05133 Pertussis 5/1061 87/7206 0.0141601054963 ko00220 Arginine biosynthesis 8/1061 24/7206 0.017713071124 ko03050 Proteasome 2/1061 54/7206 0.0188959538131 ko04550 Signaling pathways regulating pluripotency of stem cells 14/1061 165/7206 0.0194276521981 ko04141 Protein processing in endoplasmic reticulum 16/1061 184/7206 0.0198130249329 ko04213 Longevity regulating pathway - multiple species 21/1061 86/7206 0.02015914025 ko05140 Leishmaniasis 4/1061 75/7206 0.020304844594 ko05205 Proteoglycans in cancer 27/1061 271/7206 0.0229057090551 ko04152 AMPK signaling pathway 34/1061 161/7206 0.0243633027364 ko00680 Methane metabolism 10/1061 34/7206 0.0254061480093 ko00410 beta-Alanine metabolism 10/1061 35/7206 0.0294007377461 ko04972 Pancreatic secretion 25/1061 111/7206 0.0294526801781 ko00561 Glycerolipid metabolism 16/1061 63/7206 0.0296202132012 ko05145 Toxoplasmosis 10/1061 126/7206 0.0302518966489 ko04111 Cell cycle - yeast 6/1061 90/7206 0.0343805334976 ko04341 Hedgehog signaling pathway - fly 1/1061 38/7206 0.0354768939459 ko03410 Base excision repair 1/1061 38/7206 0.0354768939459 ko04612 Antigen processing and presentation 5/1061 77/7206 0.0359156135817 ko04215 Apoptosis - multiple species 2/1061 47/7206 0.0384216090553 ko00230 Purine metabolism 39/1061 194/7206 0.0393157851701 ko01522 Endocrine resistance 10/1061 124/7206 0.0395668165392 ko04624 Toll and Imd signaling pathway 2/1061 49/7206 0.0398179629005 ko05200 Pathways in cancer 57/1061 492/7206 0.0410767283584 ko04960 Aldosterone-regulated sodium reabsorption 11/1061 41/7206 0.0426936933578 ko00604 Glycosphingolipid biosynthesis - ganglio series 5/1061 14/7206 0.0434081211389 ko00650 Butanoate metabolism 8/1061 26/7206 0.0445583875901 ko05220 Chronic myeloid leukemia 6/1061 85/7206 0.0446698520793 ko05210 Colorectal cancer 6/1061 86/7206 0.0450485454646 ko00830 Retinol metabolism 11/1061 42/7206 0.0468098069154 ko04014 Ras signaling pathway 53/1061 279/7206 0.0470175033696 ko04115 p53 signaling pathway 5/1061 74/7206 0.0485292005324 ko04350 TGF-beta signaling pathway 8/1061 103/7206 0.0486878455658 ko04520 Adherens junction 8/1061 103/7206 0.0486878455658 ko00710 Carbon fixation in photosynthetic organisms 8/1061 27/7206 0.0492342511427 ko00592 alpha-Linolenic acid metabolism 6/1061 19/7206 0.0494390853415