ko pathway ratio_in_study ratio_in_pop p_value ko03040 Spliceosome 109/1055 145/7206 7.03572287872e-62 ko03013 RNA transport 86/1055 166/7206 3.8268153057e-30 ko04110 Cell cycle 75/1055 145/7206 2.50387084193e-26 ko03008 Ribosome biogenesis in eukaryotes 51/1055 79/7206 2.89384686536e-24 ko03030 DNA replication 31/1055 38/7206 4.12880238254e-20 ko04111 Cell cycle - yeast 50/1055 90/7206 1.09538883246e-19 ko03460 Fanconi anemia pathway 34/1055 51/7206 3.16212172429e-17 ko04020 Calcium signaling pathway 2/1055 265/7206 5.14683789911e-16 ko03015 mRNA surveillance pathway 46/1055 93/7206 1.32542244896e-15 ko05322 Systemic lupus erythematosus 59/1055 151/7206 8.69951004402e-14 ko04144 Endocytosis 10/1055 342/7206 2.96679075841e-13 ko03410 Base excision repair 25/1055 38/7206 8.49067090071e-13 ko04113 Meiosis - yeast 35/1055 70/7206 2.34691940778e-12 ko03440 Homologous recombination 25/1055 41/7206 1.03637376024e-11 ko03018 RNA degradation 38/1055 84/7206 1.34478451222e-11 ko00240 Pyrimidine metabolism 44/1055 110/7206 5.2908499514e-11 ko03430 Mismatch repair 17/1055 22/7206 7.39316136159e-11 ko05010 Alzheimer's disease 3/1055 202/7206 1.0826700606e-10 ko03420 Nucleotide excision repair 25/1055 46/7206 3.33032370435e-10 ko03022 Basal transcription factors 24/1055 44/7206 6.84353673726e-10 ko03020 RNA polymerase 18/1055 29/7206 5.80958358823e-09 ko04723 Retrograde endocannabinoid signaling 3/1055 175/7206 6.62306016615e-09 ko04270 Vascular smooth muscle contraction 2/1055 154/7206 1.20435045738e-08 ko04724 Glutamatergic synapse 2/1055 152/7206 1.83724952324e-08 ko04024 cAMP signaling pathway 12/1055 279/7206 2.07402044896e-08 ko04921 Oxytocin signaling pathway 6/1055 209/7206 2.2522448732e-08 ko05203 Viral carcinogenesis 74/1055 277/7206 8.46838725219e-08 ko04932 Non-alcoholic fatty liver disease (NAFLD) 5/1055 182/7206 1.07486230581e-07 ko05012 Parkinson's disease 3/1055 155/7206 1.09612428919e-07 ko04022 cGMP-PKG signaling pathway 8/1055 216/7206 2.2175834912e-07 ko05034 Alcoholism 65/1055 238/7206 3.00593553884e-07 ko04072 Phospholipase D signaling pathway 7/1055 197/7206 5.61776170785e-07 ko04510 Focal adhesion 11/1055 240/7206 6.08857284931e-07 ko04060 Cytokine-cytokine receptor interaction 7/1055 191/7206 1.14734946979e-06 ko04726 Serotonergic synapse 3/1055 137/7206 1.18418062313e-06 ko04062 Chemokine signaling pathway 8/1055 201/7206 1.30383854774e-06 ko04725 Cholinergic synapse 5/1055 160/7206 2.24219008633e-06 ko04621 NOD-like receptor signaling pathway 5/1055 157/7206 3.24821146995e-06 ko04260 Cardiac muscle contraction 1/1055 98/7206 4.53370365758e-06 ko05169 Epstein-Barr virus infection 55/1055 206/7206 4.90216986785e-06 ko05414 Dilated cardiomyopathy 2/1055 112/7206 5.49668653801e-06 ko04970 Salivary secretion 1/1055 95/7206 6.89375711441e-06 ko04974 Protein digestion and absorption 1/1055 96/7206 6.90682944472e-06 ko04727 GABAergic synapse 2/1055 110/7206 8.20824868802e-06 ko04611 Platelet activation 6/1055 163/7206 8.44190710305e-06 ko04014 Ras signaling pathway 17/1055 279/7206 8.684195518e-06 ko04915 Estrogen signaling pathway 4/1055 131/7206 1.65304184105e-05 ko05217 Basal cell carcinoma 24/1055 68/7206 1.70093046843e-05 ko03010 Ribosome 4/1055 129/7206 2.40163392925e-05 ko04920 Adipocytokine signaling pathway 1/1055 89/7206 2.5337670693e-05 ko04261 Adrenergic signaling in cardiomyocytes 11/1055 205/7206 3.28582382875e-05 ko04010 MAPK signaling pathway 23/1055 321/7206 3.45159852936e-05 ko04810 Regulation of actin cytoskeleton 17/1055 264/7206 3.87289666775e-05 ko04971 Gastric acid secretion 2/1055 98/7206 4.04520615101e-05 ko05146 Amoebiasis 2/1055 99/7206 4.05335270825e-05 ko05410 Hypertrophic cardiomyopathy (HCM) 2/1055 100/7206 4.18841558638e-05 ko04713 Circadian entrainment 5/1055 136/7206 4.23513484482e-05 ko05032 Morphine addiction 3/1055 110/7206 5.75645674392e-05 ko04380 Osteoclast differentiation 5/1055 134/7206 6.0766718891e-05 ko04912 GnRH signaling pathway 4/1055 122/7206 7.63457898258e-05 ko04371 Apelin signaling pathway 9/1055 177/7206 8.57357233846e-05 ko04911 Insulin secretion 4/1055 117/7206 0.000105585601747 ko04670 Leukocyte transendothelial migration 7/1055 151/7206 0.000106817542495 ko04151 PI3K-Akt signaling pathway 32/1055 390/7206 0.000117582980304 ko04514 Cell adhesion molecules (CAMs) 5/1055 130/7206 0.000130575341667 ko05145 Toxoplasmosis 5/1055 126/7206 0.000179023313465 ko05133 Pertussis 2/1055 87/7206 0.000195065617715 ko05140 Leishmaniasis 1/1055 75/7206 0.000196016793276 ko04662 B cell receptor signaling pathway 2/1055 88/7206 0.000196694240139 ko04550 Signaling pathways regulating pluripotency of stem cells 42/1055 165/7206 0.000206244527688 ko04972 Pancreatic secretion 4/1055 111/7206 0.000219638632393 ko04750 Inflammatory mediator regulation of TRP channels 5/1055 122/7206 0.000251567150868 ko04660 T cell receptor signaling pathway 5/1055 124/7206 0.000261805540072 ko04620 Toll-like receptor signaling pathway 3/1055 100/7206 0.000273212630228 ko04630 Jak-STAT signaling pathway 6/1055 132/7206 0.00027620985359 ko05202 Transcriptional misregulation in cancer 46/1055 188/7206 0.000327873077609 ko04668 TNF signaling pathway 5/1055 120/7206 0.000359946703497 ko04650 Natural killer cell mediated cytotoxicity 3/1055 97/7206 0.000393920954254 ko04330 Notch signaling pathway 20/1055 62/7206 0.000395186700845 ko00230 Purine metabolism 47/1055 194/7206 0.000404518719088 ko04910 Insulin signaling pathway 10/1055 172/7206 0.000415737846943 ko03320 PPAR signaling pathway 1/1055 69/7206 0.000434047773119 ko05120 Epithelial cell signaling in Helicobacter pylori infection 3/1055 92/7206 0.000548979671855 ko04931 Insulin resistance 7/1055 137/7206 0.000565066035999 ko04976 Bile secretion 2/1055 80/7206 0.00063938033957 ko04740 Olfactory transduction 2/1055 80/7206 0.00063938033957 ko05166 HTLV-I infection 64/1055 292/7206 0.000674178535516 ko04925 Aldosterone synthesis and secretion 4/1055 105/7206 0.000676765605133 ko04728 Dopaminergic synapse 12/1055 185/7206 0.000698605590993 ko05152 Tuberculosis 12/1055 187/7206 0.00071034289748 ko05231 Choline metabolism in cancer 7/1055 134/7206 0.000783284478937 ko04120 Ubiquitin mediated proteolysis 35/1055 138/7206 0.000883316180911 ko04923 Regulation of lipolysis in adipocytes 2/1055 77/7206 0.000934857907087 ko00561 Glycerolipid metabolism 1/1055 63/7206 0.000965041088732 ko04640 Hematopoietic cell lineage 1/1055 64/7206 0.00100553535778 ko04350 TGF-beta signaling pathway 28/1055 103/7206 0.00100933577248 ko04070 Phosphatidylinositol signaling system 5/1055 112/7206 0.001031776439 ko05160 Hepatitis C 9/1055 153/7206 0.00107514469744 ko04712 Circadian rhythm - plant 5/1055 7/7206 0.00108191675985 ko04530 Tight junction 17/1055 228/7206 0.00112701316286 ko04340 Hedgehog signaling pathway 18/1055 58/7206 0.00121581111495 ko05132 Salmonella infection 4/1055 98/7206 0.0013222540381 ko04015 Rap1 signaling pathway 23/1055 278/7206 0.00133516498023 ko00564 Glycerophospholipid metabolism 4/1055 99/7206 0.00135949584153 ko04961 Endocrine and other factor-regulated calcium reabsorption 1/1055 59/7206 0.00143681802894 ko01212 Fatty acid metabolism 1/1055 60/7206 0.00144045994802 ko01200 Carbon metabolism 7/1055 128/7206 0.00149323735455 ko04540 Gap junction 7/1055 128/7206 0.00149323735455 ko05142 Chagas disease (American trypanosomiasis) 7/1055 130/7206 0.00153121004835 ko04924 Renin secretion 3/1055 86/7206 0.00175058407354 ko04310 Wnt signaling pathway 42/1055 181/7206 0.00186570460222 ko05168 Herpes simplex infection 42/1055 182/7206 0.00196389318498 ko04933 AGE-RAGE signaling pathway in diabetic complications 8/1055 135/7206 0.00202004779651 ko04659 Th17 cell differentiation 5/1055 106/7206 0.00202333916505 ko04390 Hippo signaling pathway 43/1055 188/7206 0.00226763559056 ko05031 Amphetamine addiction 4/1055 91/7206 0.00264021712808 ko04066 HIF-1 signaling pathway 7/1055 123/7206 0.00282466783688 ko04930 Type II diabetes mellitus 1/1055 54/7206 0.00321224719383 ko00280 Valine, leucine and isoleucine degradation 1/1055 54/7206 0.00321224719383 ko04142 Lysosome 10/1055 151/7206 0.00337372856033 ko04730 Long-term depression 3/1055 78/7206 0.00341225353407 ko05321 Inflammatory bowel disease (IBD) 1/1055 56/7206 0.00344380069369 ko04012 ErbB signaling pathway 6/1055 109/7206 0.00390623993686 ko04071 Sphingolipid signaling pathway 12/1055 162/7206 0.00666364662406 ko05030 Cocaine addiction 3/1055 73/7206 0.00700923045819 ko04114 Oocyte meiosis 32/1055 139/7206 0.00734829095175 ko04722 Neurotrophin signaling pathway 12/1055 160/7206 0.00880965472357 ko04666 Fc gamma R-mediated phagocytosis 8/1055 122/7206 0.00917967337716 ko00071 Fatty acid degradation 1/1055 45/7206 0.0106764184392 ko04922 Glucagon signaling pathway 9/1055 128/7206 0.0112551614842 ko04720 Long-term potentiation 6/1055 99/7206 0.0139460725061 ko04370 VEGF signaling pathway 4/1055 77/7206 0.014374799567 ko04146 Peroxisome 5/1055 89/7206 0.0145867513661 ko00562 Inositol phosphate metabolism 5/1055 89/7206 0.0145867513661 ko03450 Non-homologous end-joining 6/1055 15/7206 0.0148886937076 ko04512 ECM-receptor interaction 4/1055 79/7206 0.0149583383012 ko04139 Mitophagy - yeast 11/1055 37/7206 0.0168390425866 ko00670 One carbon pool by folate 7/1055 20/7206 0.019214081999 ko00600 Sphingolipid metabolism 3/1055 63/7206 0.0198612454378 ko04213 Longevity regulating pathway - multiple species 5/1055 86/7206 0.0199354027589 ko04360 Axon guidance 22/1055 233/7206 0.0232733341551 ko00051 Fructose and mannose metabolism 1/1055 42/7206 0.0250633255491 ko04973 Carbohydrate digestion and absorption 1/1055 42/7206 0.0250633255491 ko00565 Ether lipid metabolism 1/1055 42/7206 0.0250633255491 ko05230 Central carbon metabolism in cancer 5/1055 81/7206 0.0264740866458 ko04138 Autophagy - yeast 5/1055 81/7206 0.0264740866458 ko00590 Arachidonic acid metabolism 2/1055 52/7206 0.0277138294554 ko04622 RIG-I-like receptor signaling pathway 3/1055 62/7206 0.0283885611661 ko05100 Bacterial invasion of epithelial cells 7/1055 99/7206 0.0309370768276 ko04152 AMPK signaling pathway 14/1055 161/7206 0.0315220157758 ko04145 Phagosome 14/1055 162/7206 0.0318245174481 ko00514 Other types of O-glycan biosynthesis 9/1055 30/7206 0.0323840509011 ko00630 Glyoxylate and dicarboxylate metabolism 1/1055 38/7206 0.0353392990317 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 5/1055 79/7206 0.0361568195993 ko01521 EGFR tyrosine kinase inhibitor resistance 8/1055 106/7206 0.0371446142486 ko05167 Kaposi's sarcoma-associated herpesvirus infection 18/1055 191/7206 0.0378302868906 ko05211 Renal cell carcinoma 7/1055 96/7206 0.0409593099512 ko04658 Th1 and Th2 cell differentiation 7/1055 96/7206 0.0409593099512 ko04140 Autophagy - animal 15/1055 164/7206 0.0440234710064 ko04917 Prolactin signaling pathway 6/1055 87/7206 0.0455058867031 ko04657 IL-17 signaling pathway 6/1055 87/7206 0.0455058867031 ko04664 Fc epsilon RI signaling pathway 5/1055 77/7206 0.0496205747125