ko pathway ratio_in_study ratio_in_pop p_value ko03040 Spliceosome 110/1081 145/7206 5.17277497823e-62 ko03013 RNA transport 104/1081 166/7206 7.970897965e-46 ko03008 Ribosome biogenesis in eukaryotes 60/1081 79/7206 4.42510298979e-34 ko04080 Neuroactive ligand-receptor interaction 1/1081 423/7206 1.64210896373e-29 ko03030 DNA replication 32/1081 38/7206 3.21738553473e-21 ko04110 Cell cycle 69/1081 145/7206 5.48568368138e-21 ko03440 Homologous recombination 33/1081 41/7206 1.19908769544e-20 ko04111 Cell cycle - yeast 50/1081 90/7206 3.22736106222e-19 ko03050 Proteasome 34/1081 54/7206 9.40494636041e-16 ko03420 Nucleotide excision repair 31/1081 46/7206 1.03018935028e-15 ko03020 RNA polymerase 23/1081 29/7206 1.75509463103e-14 ko03460 Fanconi anemia pathway 31/1081 51/7206 7.27177190644e-14 ko05322 Systemic lupus erythematosus 58/1081 151/7206 9.82066044463e-13 ko00240 Pyrimidine metabolism 47/1081 110/7206 1.63847151664e-12 ko03022 Basal transcription factors 27/1081 44/7206 2.21267648582e-12 ko04113 Meiosis - yeast 35/1081 70/7206 4.83582916668e-12 ko04060 Cytokine-cytokine receptor interaction 2/1081 191/7206 2.11061200043e-11 ko04024 cAMP signaling pathway 9/1081 279/7206 1.0095104828e-10 ko03430 Mismatch repair 17/1081 22/7206 1.09988714316e-10 ko03015 mRNA surveillance pathway 38/1081 93/7206 1.09121861073e-09 ko05169 Epstein-Barr virus infection 63/1081 206/7206 7.92239276772e-09 ko03018 RNA degradation 34/1081 84/7206 1.10379461775e-08 ko04724 Glutamatergic synapse 2/1081 152/7206 1.18891824457e-08 ko04261 Adrenergic signaling in cardiomyocytes 6/1081 205/7206 1.38033985269e-08 ko04022 cGMP-PKG signaling pathway 7/1081 216/7206 1.81087902653e-08 ko05010 Alzheimer's disease 6/1081 202/7206 2.02553725913e-08 ko04723 Retrograde endocannabinoid signaling 4/1081 175/7206 2.20682427518e-08 ko04151 PI3K-Akt signaling pathway 24/1081 390/7206 4.89475538674e-08 ko04713 Circadian entrainment 2/1081 136/7206 1.43409901071e-07 ko04911 Insulin secretion 1/1081 117/7206 1.51553257757e-07 ko04921 Oxytocin signaling pathway 8/1081 209/7206 2.03662815397e-07 ko04725 Cholinergic synapse 4/1081 160/7206 2.38764102127e-07 ko04514 Cell adhesion molecules (CAMs) 2/1081 130/7206 3.15066582693e-07 ko05414 Dilated cardiomyopathy 1/1081 112/7206 3.51020651448e-07 ko03410 Base excision repair 19/1081 38/7206 3.90573194691e-07 ko00190 Oxidative phosphorylation 2/1081 127/7206 4.68823946499e-07 ko04015 Rap1 signaling pathway 15/1081 278/7206 4.96461048365e-07 ko04270 Vascular smooth muscle contraction 4/1081 154/7206 5.12453506262e-07 ko05203 Viral carcinogenesis 73/1081 277/7206 7.17147753527e-07 ko04728 Dopaminergic synapse 7/1081 185/7206 1.05994069346e-06 ko04010 MAPK signaling pathway 20/1081 321/7206 1.23684886746e-06 ko04510 Focal adhesion 12/1081 240/7206 1.24006414957e-06 ko05034 Alcoholism 64/1081 238/7206 1.780606129e-06 ko05012 Parkinson's disease 5/1081 155/7206 2.14498011102e-06 ko05146 Amoebiasis 1/1081 99/7206 2.87284311908e-06 ko05410 Hypertrophic cardiomyopathy (HCM) 1/1081 100/7206 2.97723065301e-06 ko05200 Pathways in cancer 40/1081 492/7206 3.0005231682e-06 ko04371 Apelin signaling pathway 7/1081 177/7206 3.14375705961e-06 ko04974 Protein digestion and absorption 1/1081 96/7206 4.35199844475e-06 ko04971 Gastric acid secretion 1/1081 98/7206 4.74345773848e-06 ko03060 Protein export 13/1081 23/7206 4.77989828328e-06 ko04727 GABAergic synapse 2/1081 110/7206 5.27430531711e-06 ko05032 Morphine addiction 2/1081 110/7206 5.27430531711e-06 ko04972 Pancreatic secretion 2/1081 111/7206 5.40751833203e-06 ko04144 Endocytosis 24/1081 342/7206 5.75885714871e-06 ko04810 Regulation of actin cytoskeleton 16/1081 264/7206 6.34613972286e-06 ko04932 Non-alcoholic fatty liver disease (NAFLD) 8/1081 182/7206 7.24488350038e-06 ko04621 NOD-like receptor signaling pathway 6/1081 157/7206 7.91693348325e-06 ko03450 Non-homologous end-joining 10/1081 15/7206 8.10200429521e-06 ko04062 Chemokine signaling pathway 10/1081 201/7206 8.28428162715e-06 ko04659 Th17 cell differentiation 2/1081 106/7206 1.23478286029e-05 ko04120 Ubiquitin mediated proteolysis 40/1081 138/7206 1.93234610612e-05 ko04070 Phosphatidylinositol signaling system 3/1081 112/7206 2.57471767987e-05 ko00970 Aminoacyl-tRNA biosynthesis 18/1081 44/7206 2.72191115766e-05 ko04726 Serotonergic synapse 5/1081 137/7206 2.88075033595e-05 ko04380 Osteoclast differentiation 5/1081 134/7206 4.124864532e-05 ko04668 TNF signaling pathway 4/1081 120/7206 4.88790663408e-05 ko04750 Inflammatory mediator regulation of TRP channels 4/1081 122/7206 5.13750330097e-05 ko04976 Bile secretion 1/1081 80/7206 5.28026492201e-05 ko04915 Estrogen signaling pathway 5/1081 131/7206 5.90233851509e-05 ko04630 Jak-STAT signaling pathway 5/1081 132/7206 6.05767319057e-05 ko04014 Ras signaling pathway 20/1081 279/7206 7.39258462733e-05 ko04925 Aldosterone synthesis and secretion 3/1081 105/7206 8.2356945457e-05 ko04922 Glucagon signaling pathway 5/1081 128/7206 8.43878162187e-05 ko00230 Purine metabolism 50/1081 194/7206 8.80004133992e-05 ko05145 Toxoplasmosis 5/1081 126/7206 0.000122541979436 ko04920 Adipocytokine signaling pathway 2/1081 89/7206 0.000130320722415 ko04141 Protein processing in endoplasmic reticulum 47/1081 184/7206 0.000145827598964 ko05030 Cocaine addiction 1/1081 73/7206 0.000188097967309 ko04924 Renin secretion 2/1081 86/7206 0.00019159727373 ko04611 Platelet activation 9/1081 163/7206 0.000215645951402 ko05142 Chagas disease (American trypanosomiasis) 6/1081 130/7206 0.00026983413398 ko04360 Axon guidance 17/1081 233/7206 0.000371260477129 ko04540 Gap junction 6/1081 128/7206 0.00038646154686 ko05031 Amphetamine addiction 3/1081 91/7206 0.000540350508161 ko04933 AGE-RAGE signaling pathway in diabetic complications 7/1081 135/7206 0.000559643914808 ko04923 Regulation of lipolysis in adipocytes 2/1081 77/7206 0.00061125528427 ko04640 Hematopoietic cell lineage 1/1081 64/7206 0.000624229462244 ko04620 Toll-like receptor signaling pathway 4/1081 100/7206 0.000631511834642 ko00562 Inositol phosphate metabolism 3/1081 89/7206 0.000802683990876 ko04742 Taste transduction 1/1081 61/7206 0.000934985884895 ko01200 Carbon metabolism 7/1081 128/7206 0.00105983399368 ko04658 Th1 and Th2 cell differentiation 4/1081 96/7206 0.00130360953388 ko04530 Tight junction 18/1081 228/7206 0.00131060144475 ko04931 Insulin resistance 8/1081 137/7206 0.00148718238192 ko04916 Melanogenesis 9/1081 142/7206 0.00191594528808 ko04912 GnRH signaling pathway 7/1081 122/7206 0.00201365410911 ko04072 Phospholipase D signaling pathway 15/1081 197/7206 0.00225437692938 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 3/1081 79/7206 0.00233275644056 ko04512 ECM-receptor interaction 3/1081 79/7206 0.00233275644056 ko04152 AMPK signaling pathway 11/1081 161/7206 0.00236078521923 ko04721 Synaptic vesicle cycle 3/1081 80/7206 0.00236302860041 ko05152 Tuberculosis 14/1081 187/7206 0.00245622161837 ko04146 Peroxisome 4/1081 89/7206 0.00258876513341 ko00564 Glycerophospholipid metabolism 5/1081 99/7206 0.00273104243316 ko04930 Type II diabetes mellitus 1/1081 54/7206 0.00325667796558 ko05418 Fluid shear stress and atherosclerosis 13/1081 173/7206 0.00349025955643 ko04918 Thyroid hormone synthesis 4/1081 86/7206 0.00366286800685 ko04662 B cell receptor signaling pathway 4/1081 88/7206 0.00376357617555 ko05167 Kaposi's sarcoma-associated herpesvirus infection 15/1081 191/7206 0.00382361910755 ko00010 Glycolysis / Gluconeogenesis 3/1081 74/7206 0.00482437603123 ko04066 HIF-1 signaling pathway 8/1081 123/7206 0.004947656041 ko05140 Leishmaniasis 3/1081 75/7206 0.00494795357545 ko04660 T cell receptor signaling pathway 8/1081 124/7206 0.00494853717072 ko05204 Chemical carcinogenesis 1/1081 48/7206 0.00713419775186 ko04962 Vasopressin-regulated water reabsorption 2/1081 58/7206 0.00882718824989 ko05205 Proteoglycans in cancer 26/1081 271/7206 0.00919868442431 ko04720 Long-term potentiation 6/1081 99/7206 0.0100077116851 ko04730 Long-term depression 4/1081 78/7206 0.010162996691 ko04218 Cellular senescence 39/1081 177/7206 0.0104138824533 ko04216 Ferroptosis 1/1081 44/7206 0.0105152834872 ko00620 Pyruvate metabolism 1/1081 46/7206 0.0109402876168 ko04670 Leukocyte transendothelial migration 12/1081 151/7206 0.011146575043 ko04914 Progesterone-mediated oocyte maturation 25/1081 104/7206 0.0126312014278 ko04650 Natural killer cell mediated cytotoxicity 6/1081 97/7206 0.0138922389545 ko01230 Biosynthesis of amino acids 5/1081 85/7206 0.0139875111929 ko05133 Pertussis 5/1081 87/7206 0.01445013589 ko04666 Fc gamma R-mediated phagocytosis 9/1081 122/7206 0.0146920904391 ko05016 Huntington's disease 20/1081 215/7206 0.0152262816461 ko04068 FoxO signaling pathway 14/1081 167/7206 0.0152650767569 ko04623 Cytosolic DNA-sensing pathway 12/1081 41/7206 0.0156678657476 ko00565 Ether lipid metabolism 1/1081 42/7206 0.0156776185024 ko05161 Hepatitis B 15/1081 173/7206 0.0172647134364 ko00590 Arachidonic acid metabolism 2/1081 52/7206 0.018438369737 ko04913 Ovarian steroidogenesis 3/1081 63/7206 0.0197842899765 ko00561 Glycerolipid metabolism 3/1081 63/7206 0.0197842899765 ko04114 Oocyte meiosis 31/1081 139/7206 0.0218082867132 ko05323 Rheumatoid arthritis 6/1081 89/7206 0.0246620704596 ko05230 Central carbon metabolism in cancer 5/1081 81/7206 0.0268302359166 ko04138 Autophagy - yeast 5/1081 81/7206 0.0268302359166 ko05231 Choline metabolism in cancer 11/1081 134/7206 0.0270749831957 ko05164 Influenza A 15/1081 167/7206 0.0277224288797 ko04064 NF-kappa B signaling pathway 7/1081 96/7206 0.0305386038723 ko05224 Breast cancer 16/1081 174/7206 0.030967676609 ko04213 Longevity regulating pathway - multiple species 6/1081 86/7206 0.0331406567928 ko04672 Intestinal immune network for IgA production 1/1081 37/7206 0.0348832683656 ko00982 Drug metabolism - cytochrome P450 1/1081 37/7206 0.0348832683656 ko05130 Pathogenic Escherichia coli infection 5/1081 77/7206 0.035747774524 ko05162 Measles 10/1081 120/7206 0.0386580203547 ko04910 Insulin signaling pathway 16/1081 172/7206 0.0391414747949 ko00260 Glycine, serine and threonine metabolism 2/1081 48/7206 0.0393772662367