ko pathway ratio_in_study ratio_in_pop p_value ko03040 Spliceosome 87/728 145/7206 1.38055220205e-50 ko03013 RNA transport 65/728 166/7206 9.28278647014e-24 ko03030 DNA replication 30/728 38/7206 1.74629316918e-23 ko03008 Ribosome biogenesis in eukaryotes 41/728 79/7206 6.56817732616e-21 ko03050 Proteasome 33/728 54/7206 4.71723460701e-20 ko04080 Neuroactive ligand-receptor interaction 1/728 423/7206 7.78344443771e-19 ko04110 Cell cycle 54/728 145/7206 1.01607609663e-18 ko04111 Cell cycle - yeast 41/728 90/7206 3.17085506989e-18 ko03440 Homologous recombination 24/728 41/7206 2.55824003889e-14 ko03420 Nucleotide excision repair 25/728 46/7206 7.73091940283e-14 ko03430 Mismatch repair 17/728 22/7206 1.6201197844e-13 ko04113 Meiosis - yeast 28/728 70/7206 3.6437286063e-11 ko00240 Pyrimidine metabolism 36/728 110/7206 5.6434671154e-11 ko04024 cAMP signaling pathway 2/728 279/7206 8.17356047707e-11 ko03015 mRNA surveillance pathway 31/728 93/7206 7.4438722844e-10 ko03460 Fanconi anemia pathway 22/728 51/7206 8.39218495264e-10 ko04022 cGMP-PKG signaling pathway 1/728 216/7206 3.08464362843e-09 ko03410 Base excision repair 18/728 38/7206 4.69064840773e-09 ko03022 Basal transcription factors 19/728 44/7206 1.18622669424e-08 ko05010 Alzheimer's disease 1/728 202/7206 1.67059629773e-08 ko03020 RNA polymerase 15/728 29/7206 2.02975710692e-08 ko03018 RNA degradation 27/728 84/7206 2.28037020756e-08 ko04261 Adrenergic signaling in cardiomyocytes 2/728 205/7206 1.13588515704e-07 ko04725 Cholinergic synapse 1/728 160/7206 9.55411498622e-07 ko04810 Regulation of actin cytoskeleton 6/728 264/7206 1.06713120132e-06 ko04144 Endocytosis 11/728 342/7206 1.32924545274e-06 ko05169 Epstein-Barr virus infection 44/728 206/7206 1.47820612815e-06 ko04371 Apelin signaling pathway 2/728 177/7206 1.80626168473e-06 ko04723 Retrograde endocannabinoid signaling 2/728 175/7206 2.70814073594e-06 ko04072 Phospholipase D signaling pathway 3/728 197/7206 3.0194324832e-06 ko04724 Glutamatergic synapse 1/728 152/7206 3.48778023087e-06 ko04060 Cytokine-cytokine receptor interaction 3/728 191/7206 4.16782989843e-06 ko04062 Chemokine signaling pathway 4/728 201/7206 8.23979186658e-06 ko04611 Platelet activation 2/728 163/7206 8.70009178827e-06 ko00230 Purine metabolism 40/728 194/7206 9.04394588184e-06 ko04510 Focal adhesion 6/728 240/7206 9.14198558891e-06 ko04728 Dopaminergic synapse 3/728 185/7206 9.40164072518e-06 ko04726 Serotonergic synapse 1/728 137/7206 1.07125716514e-05 ko04713 Circadian entrainment 1/728 136/7206 1.71467257551e-05 ko05012 Parkinson's disease 2/728 155/7206 1.88486233211e-05 ko04630 Jak-STAT signaling pathway 1/728 132/7206 2.54970171661e-05 ko04151 PI3K-Akt signaling pathway 17/728 390/7206 2.92786656353e-05 ko03060 Protein export 10/728 23/7206 3.50154309187e-05 ko03450 Non-homologous end-joining 8/728 15/7206 3.52285133043e-05 ko00190 Oxidative phosphorylation 1/728 127/7206 3.65263137165e-05 ko04922 Glucagon signaling pathway 1/728 128/7206 3.78913600763e-05 ko04010 MAPK signaling pathway 13/728 321/7206 6.13025764129e-05 ko04911 Insulin secretion 1/728 117/7206 7.89318644442e-05 ko04621 NOD-like receptor signaling pathway 3/728 157/7206 8.22429148403e-05 ko04931 Insulin resistance 2/728 137/7206 8.63931169694e-05 ko05231 Choline metabolism in cancer 2/728 134/7206 0.000126220020228 ko04910 Insulin signaling pathway 4/728 172/7206 0.000154427489915 ko04727 GABAergic synapse 1/728 110/7206 0.00017483306562 ko05032 Morphine addiction 1/728 110/7206 0.00017483306562 ko05152 Tuberculosis 5/728 187/7206 0.000177190106779 ko04070 Phosphatidylinositol signaling system 1/728 112/7206 0.000183632524025 ko04514 Cell adhesion molecules (CAMs) 2/728 130/7206 0.000184389261938 ko04932 Non-alcoholic fatty liver disease (NAFLD) 5/728 182/7206 0.000245119254372 ko04659 Th17 cell differentiation 1/728 106/7206 0.000259430234449 ko00970 Aminoacyl-tRNA biosynthesis 13/728 44/7206 0.000273244295983 ko04152 AMPK signaling pathway 4/728 161/7206 0.000298439556947 ko04750 Inflammatory mediator regulation of TRP channels 2/728 122/7206 0.000391853068364 ko04015 Rap1 signaling pathway 12/728 278/7206 0.000502617590289 ko04014 Ras signaling pathway 12/728 279/7206 0.000507815231653 ko04650 Natural killer cell mediated cytotoxicity 1/728 97/7206 0.000569420812732 ko04720 Long-term potentiation 1/728 99/7206 0.000578174705734 ko05146 Amoebiasis 1/728 99/7206 0.000578174705734 ko04530 Tight junction 9/728 228/7206 0.000738023320546 ko04933 AGE-RAGE signaling pathway in diabetic complications 3/728 135/7206 0.000738927519729 ko05200 Pathways in cancer 29/728 492/7206 0.000824574221679 ko04670 Leukocyte transendothelial migration 4/728 151/7206 0.000871167044824 ko04974 Protein digestion and absorption 1/728 96/7206 0.000879451305695 ko05142 Chagas disease (American trypanosomiasis) 3/728 130/7206 0.00104088296246 ko04972 Pancreatic secretion 2/728 111/7206 0.00121527641155 ko00562 Inositol phosphate metabolism 1/728 89/7206 0.00124618314025 ko04071 Sphingolipid signaling pathway 5/728 162/7206 0.00132947190275 ko05145 Toxoplasmosis 3/728 126/7206 0.0014847838451 ko04540 Gap junction 3/728 128/7206 0.00154690328642 ko04925 Aldosterone synthesis and secretion 2/728 105/7206 0.00173403016076 ko05133 Pertussis 1/728 87/7206 0.00186411755456 ko04662 B cell receptor signaling pathway 1/728 88/7206 0.00191442875588 ko05160 Hepatitis C 5/728 153/7206 0.00252715832451 ko04068 FoxO signaling pathway 6/728 167/7206 0.00256350432029 ko04138 Autophagy - yeast 1/728 81/7206 0.00271411270811 ko04668 TNF signaling pathway 3/728 120/7206 0.00313239977262 ko04380 Osteoclast differentiation 4/728 134/7206 0.00334315626577 ko05167 Kaposi's sarcoma-associated herpesvirus infection 8/728 191/7206 0.0033726675607 ko00564 Glycerophospholipid metabolism 2/728 99/7206 0.00366711722561 ko04120 Ubiquitin mediated proteolysis 25/728 138/7206 0.00380091591896 ko04923 Regulation of lipolysis in adipocytes 1/728 77/7206 0.00399742061687 ko04141 Protein processing in endoplasmic reticulum 31/728 184/7206 0.0040333096045 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 1/728 79/7206 0.00404640884866 ko04721 Synaptic vesicle cycle 1/728 80/7206 0.00415006426561 ko04976 Bile secretion 1/728 80/7206 0.00415006426561 ko04722 Neurotrophin signaling pathway 6/728 160/7206 0.00485084863304 ko04658 Th1 and Th2 cell differentiation 2/728 96/7206 0.00540644569685 ko00010 Glycolysis / Gluconeogenesis 1/728 74/7206 0.00587764762403 ko05140 Leishmaniasis 1/728 75/7206 0.00595067661594 ko04066 HIF-1 signaling pathway 4/728 123/7206 0.00636553957166 ko04360 Axon guidance 12/728 233/7206 0.00783747230044 ko04217 Necroptosis 8/728 178/7206 0.008054205427 ko00514 Other types of O-glycan biosynthesis 8/728 30/7206 0.00813226301034 ko04912 GnRH signaling pathway 4/728 122/7206 0.00904716160153 ko04666 Fc gamma R-mediated phagocytosis 4/728 122/7206 0.00904716160153 ko04917 Prolactin signaling pathway 2/728 87/7206 0.0108632497916 ko04620 Toll-like receptor signaling pathway 3/728 100/7206 0.0117427580382 ko05161 Hepatitis B 8/728 173/7206 0.0144031104318 ko05034 Alcoholism 13/728 238/7206 0.0154656206047 ko05166 HTLV-I infection 42/728 292/7206 0.017034383491 ko05205 Proteoglycans in cancer 16/728 271/7206 0.0177168286309 ko04622 RIG-I-like receptor signaling pathway 1/728 62/7206 0.0185357998252 ko00561 Glycerolipid metabolism 1/728 63/7206 0.0187640990704 ko00600 Sphingolipid metabolism 1/728 63/7206 0.0187640990704 ko04914 Progesterone-mediated oocyte maturation 18/728 104/7206 0.0205984016898 ko05016 Huntington's disease 12/728 215/7206 0.0215485313192 ko04512 ECM-receptor interaction 2/728 79/7206 0.0221301890393 ko04660 T cell receptor signaling pathway 5/728 124/7206 0.0227486639756 ko04012 ErbB signaling pathway 4/728 109/7206 0.0233770342709 ko04712 Circadian rhythm - plant 3/728 7/7206 0.0263368919521 ko00510 N-Glycan biosynthesis 10/728 50/7206 0.0304624739778 ko04114 Oocyte meiosis 22/728 139/7206 0.0318052177848 ko04657 IL-17 signaling pathway 3/728 87/7206 0.0318092194795 ko04146 Peroxisome 3/728 89/7206 0.0320118752773 ko04391 Hippo signaling pathway - fly 3/728 90/7206 0.0324411035582 ko01521 EGFR tyrosine kinase inhibitor resistance 4/728 106/7206 0.0325886776928 ko04916 Melanogenesis 7/728 142/7206 0.034821051598 ko04919 Thyroid hormone signaling pathway 7/728 143/7206 0.0348480739125 ko05164 Influenza A 9/728 167/7206 0.0375876748453 ko04930 Type II diabetes mellitus 1/728 54/7206 0.0395091722744 ko05416 Viral myocarditis 1/728 55/7206 0.0400068454629 ko05132 Salmonella infection 4/728 98/7206 0.0426710247142 ko00670 One carbon pool by folate 5/728 20/7206 0.0445970435623 ko04213 Longevity regulating pathway - multiple species 3/728 86/7206 0.044966612378 ko04918 Thyroid hormone synthesis 3/728 86/7206 0.044966612378