Pathway Size Distribution

Explore the distribution of the pathway sizes across different resources. The aim of this plot is just to show the distribution and the outliers, in order to inspect and find the name of the outliers, please use the table in the section below.

Explore the histogram in detail using the table below.

Pathway Name Gene Set Size
Glycolysis / Gluconeogenesis - Homo sapiens (human) 68
Citrate cycle (TCA cycle) - Homo sapiens (human) 30
Pentose phosphate pathway - Homo sapiens (human) 30
Pentose and glucuronate interconversions - Homo sapiens (human) 34
Fructose and mannose metabolism - Homo sapiens (human) 33
Galactose metabolism - Homo sapiens (human) 31
Ascorbate and aldarate metabolism - Homo sapiens (human) 27
Fatty acid biosynthesis - Homo sapiens (human) 13
Fatty acid elongation - Homo sapiens (human) 30
Fatty acid degradation - Homo sapiens (human) 44
Synthesis and degradation of ketone bodies - Homo sapiens (human) 10
Steroid biosynthesis - Homo sapiens (human) 19
Primary bile acid biosynthesis - Homo sapiens (human) 17
Ubiquinone and other terpenoid-quinone biosynthesis - Homo sapiens (human) 11
Steroid hormone biosynthesis - Homo sapiens (human) 59
Oxidative phosphorylation - Homo sapiens (human) 133
Arginine biosynthesis - Homo sapiens (human) 21
Purine metabolism - Homo sapiens (human) 174
Caffeine metabolism - Homo sapiens (human) 5
Pyrimidine metabolism - Homo sapiens (human) 101
Alanine, aspartate and glutamate metabolism - Homo sapiens (human) 35
Glycine, serine and threonine metabolism - Homo sapiens (human) 40
Cysteine and methionine metabolism - Homo sapiens (human) 45
Valine, leucine and isoleucine degradation - Homo sapiens (human) 48
Valine, leucine and isoleucine biosynthesis - Homo sapiens (human) 4
Lysine degradation - Homo sapiens (human) 59
Arginine and proline metabolism - Homo sapiens (human) 50
Histidine metabolism - Homo sapiens (human) 23
Tyrosine metabolism - Homo sapiens (human) 36
Phenylalanine metabolism - Homo sapiens (human) 17
Tryptophan metabolism - Homo sapiens (human) 40
Phenylalanine, tyrosine and tryptophan biosynthesis - Homo sapiens (human) 5
beta-Alanine metabolism - Homo sapiens (human) 31
Taurine and hypotaurine metabolism - Homo sapiens (human) 11
Phosphonate and phosphinate metabolism - Homo sapiens (human) 6
Selenocompound metabolism - Homo sapiens (human) 17
D-Glutamine and D-glutamate metabolism - Homo sapiens (human) 5
D-Arginine and D-ornithine metabolism - Homo sapiens (human) 1
Glutathione metabolism - Homo sapiens (human) 56
Starch and sucrose metabolism - Homo sapiens (human) 36
N-Glycan biosynthesis - Homo sapiens (human) 49
Other glycan degradation - Homo sapiens (human) 18
Mucin type O-glycan biosynthesis - Homo sapiens (human) 31
Other types of O-glycan biosynthesis - Homo sapiens (human) 22
Mannose type O-glycan biosynthesis - Homo sapiens (human) 23
Amino sugar and nucleotide sugar metabolism - Homo sapiens (human) 48
Neomycin, kanamycin and gentamicin biosynthesis - Homo sapiens (human) 5
Glycosaminoglycan degradation - Homo sapiens (human) 19
Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate - Homo sapiens (human) 20
Glycosaminoglycan biosynthesis - keratan sulfate - Homo sapiens (human) 14
Glycosaminoglycan biosynthesis - heparan sulfate / heparin - Homo sapiens (human) 24
Glycerolipid metabolism - Homo sapiens (human) 61
Inositol phosphate metabolism - Homo sapiens (human) 73
Glycosylphosphatidylinositol (GPI)-anchor biosynthesis - Homo sapiens (human) 25
Glycerophospholipid metabolism - Homo sapiens (human) 97
Ether lipid metabolism - Homo sapiens (human) 47
Arachidonic acid metabolism - Homo sapiens (human) 63
Linoleic acid metabolism - Homo sapiens (human) 29
alpha-Linolenic acid metabolism - Homo sapiens (human) 25
Sphingolipid metabolism - Homo sapiens (human) 47
Glycosphingolipid biosynthesis - lacto and neolacto series - Homo sapiens (human) 27
Glycosphingolipid biosynthesis - globo and isoglobo series - Homo sapiens (human) 15
Glycosphingolipid biosynthesis - ganglio series - Homo sapiens (human) 15
Pyruvate metabolism - Homo sapiens (human) 39
Glyoxylate and dicarboxylate metabolism - Homo sapiens (human) 30
Propanoate metabolism - Homo sapiens (human) 32
Butanoate metabolism - Homo sapiens (human) 28
One carbon pool by folate - Homo sapiens (human) 20
Thiamine metabolism - Homo sapiens (human) 16
Riboflavin metabolism - Homo sapiens (human) 8
Vitamin B6 metabolism - Homo sapiens (human) 6
Nicotinate and nicotinamide metabolism - Homo sapiens (human) 30
Pantothenate and CoA biosynthesis - Homo sapiens (human) 19
Biotin metabolism - Homo sapiens (human) 3
Lipoic acid metabolism - Homo sapiens (human) 3
Folate biosynthesis - Homo sapiens (human) 26
Retinol metabolism - Homo sapiens (human) 67
Porphyrin and chlorophyll metabolism - Homo sapiens (human) 42
Terpenoid backbone biosynthesis - Homo sapiens (human) 22
Nitrogen metabolism - Homo sapiens (human) 17
Sulfur metabolism - Homo sapiens (human) 9
Aminoacyl-tRNA biosynthesis - Homo sapiens (human) 66
Metabolism of xenobiotics by cytochrome P450 - Homo sapiens (human) 76
Drug metabolism - cytochrome P450 - Homo sapiens (human) 72
Drug metabolism - other enzymes - Homo sapiens (human) 79
Biosynthesis of unsaturated fatty acids - Homo sapiens (human) 23
Metabolic pathways - Homo sapiens (human) 1293
Carbon metabolism - Homo sapiens (human) 116
2-Oxocarboxylic acid metabolism - Homo sapiens (human) 18
Fatty acid metabolism - Homo sapiens (human) 48
Biosynthesis of amino acids - Homo sapiens (human) 74
EGFR tyrosine kinase inhibitor resistance - Homo sapiens (human) 79
Endocrine resistance - Homo sapiens (human) 98
Antifolate resistance - Homo sapiens (human) 31
Platinum drug resistance - Homo sapiens (human) 73
ABC transporters - Homo sapiens (human) 44
Ribosome biogenesis in eukaryotes - Homo sapiens (human) 105
Ribosome - Homo sapiens (human) 153
RNA transport - Homo sapiens (human) 171
mRNA surveillance pathway - Homo sapiens (human) 91
RNA degradation - Homo sapiens (human) 79
RNA polymerase - Homo sapiens (human) 31
Basal transcription factors - Homo sapiens (human) 45
DNA replication - Homo sapiens (human) 36
Spliceosome - Homo sapiens (human) 134
Proteasome - Homo sapiens (human) 45
Protein export - Homo sapiens (human) 23
PPAR signaling pathway - Homo sapiens (human) 74
Base excision repair - Homo sapiens (human) 33
Nucleotide excision repair - Homo sapiens (human) 47
Mismatch repair - Homo sapiens (human) 23
Homologous recombination - Homo sapiens (human) 41
Non-homologous end-joining - Homo sapiens (human) 13
Fanconi anemia pathway - Homo sapiens (human) 54
MAPK signaling pathway - Homo sapiens (human) 295
ErbB signaling pathway - Homo sapiens (human) 85
Ras signaling pathway - Homo sapiens (human) 232
Rap1 signaling pathway - Homo sapiens (human) 206
Calcium signaling pathway - Homo sapiens (human) 183
cGMP-PKG signaling pathway - Homo sapiens (human) 163
cAMP signaling pathway - Homo sapiens (human) 198
Cytokine-cytokine receptor interaction - Homo sapiens (human) 294
Chemokine signaling pathway - Homo sapiens (human) 189
NF-kappa B signaling pathway - Homo sapiens (human) 95
HIF-1 signaling pathway - Homo sapiens (human) 100
FoxO signaling pathway - Homo sapiens (human) 132
Phosphatidylinositol signaling system - Homo sapiens (human) 99
Sphingolipid signaling pathway - Homo sapiens (human) 118
Phospholipase D signaling pathway - Homo sapiens (human) 146
Neuroactive ligand-receptor interaction - Homo sapiens (human) 277
Cell cycle - Homo sapiens (human) 124
Oocyte meiosis - Homo sapiens (human) 124
p53 signaling pathway - Homo sapiens (human) 72
Ubiquitin mediated proteolysis - Homo sapiens (human) 137
Sulfur relay system - Homo sapiens (human) 8
SNARE interactions in vesicular transport - Homo sapiens (human) 34
Autophagy - other - Homo sapiens (human) 32
Mitophagy - animal - Homo sapiens (human) 65
Autophagy - animal - Homo sapiens (human) 128
Protein processing in endoplasmic reticulum - Homo sapiens (human) 165
Lysosome - Homo sapiens (human) 123
Endocytosis - Homo sapiens (human) 244
Phagosome - Homo sapiens (human) 152
Peroxisome - Homo sapiens (human) 83
mTOR signaling pathway - Homo sapiens (human) 151
PI3K-Akt signaling pathway - Homo sapiens (human) 354
AMPK signaling pathway - Homo sapiens (human) 120
Apoptosis - Homo sapiens (human) 136
Longevity regulating pathway - Homo sapiens (human) 89
Longevity regulating pathway - multiple species - Homo sapiens (human) 62
Apoptosis - multiple species - Homo sapiens (human) 33
Ferroptosis - Homo sapiens (human) 40
Necroptosis - Homo sapiens (human) 162
Cellular senescence - Homo sapiens (human) 160
Cardiac muscle contraction - Homo sapiens (human) 78
Adrenergic signaling in cardiomyocytes - Homo sapiens (human) 144
Vascular smooth muscle contraction - Homo sapiens (human) 121
Wnt signaling pathway - Homo sapiens (human) 146
Notch signaling pathway - Homo sapiens (human) 48
Hedgehog signaling pathway - Homo sapiens (human) 47
TGF-beta signaling pathway - Homo sapiens (human) 84
Axon guidance - Homo sapiens (human) 175
VEGF signaling pathway - Homo sapiens (human) 59
Apelin signaling pathway - Homo sapiens (human) 137
Osteoclast differentiation - Homo sapiens (human) 128
Hippo signaling pathway - Homo sapiens (human) 154
Hippo signaling pathway - multiple species - Homo sapiens (human) 29
Focal adhesion - Homo sapiens (human) 199
ECM-receptor interaction - Homo sapiens (human) 82
Cell adhesion molecules (CAMs) - Homo sapiens (human) 144
Adherens junction - Homo sapiens (human) 72
Tight junction - Homo sapiens (human) 170
Gap junction - Homo sapiens (human) 88
Signaling pathways regulating pluripotency of stem cells - Homo sapiens (human) 139
Complement and coagulation cascades - Homo sapiens (human) 79
Platelet activation - Homo sapiens (human) 123
Antigen processing and presentation - Homo sapiens (human) 77
Renin-angiotensin system - Homo sapiens (human) 23
Toll-like receptor signaling pathway - Homo sapiens (human) 104
NOD-like receptor signaling pathway - Homo sapiens (human) 168
RIG-I-like receptor signaling pathway - Homo sapiens (human) 70
Cytosolic DNA-sensing pathway - Homo sapiens (human) 63
C-type lectin receptor signaling pathway - Homo sapiens (human) 104
JAK-STAT signaling pathway - Homo sapiens (human) 162
Hematopoietic cell lineage - Homo sapiens (human) 97
Natural killer cell mediated cytotoxicity - Homo sapiens (human) 131
IL-17 signaling pathway - Homo sapiens (human) 93
Th1 and Th2 cell differentiation - Homo sapiens (human) 92
Th17 cell differentiation - Homo sapiens (human) 107
T cell receptor signaling pathway - Homo sapiens (human) 101
B cell receptor signaling pathway - Homo sapiens (human) 71
Fc epsilon RI signaling pathway - Homo sapiens (human) 68
Fc gamma R-mediated phagocytosis - Homo sapiens (human) 91
TNF signaling pathway - Homo sapiens (human) 110
Leukocyte transendothelial migration - Homo sapiens (human) 112
Intestinal immune network for IgA production - Homo sapiens (human) 49
Circadian rhythm - Homo sapiens (human) 31
Circadian entrainment - Homo sapiens (human) 96
Thermogenesis - Homo sapiens (human) 229
Long-term potentiation - Homo sapiens (human) 67
Synaptic vesicle cycle - Homo sapiens (human) 63
Neurotrophin signaling pathway - Homo sapiens (human) 119
Retrograde endocannabinoid signaling - Homo sapiens (human) 148
Glutamatergic synapse - Homo sapiens (human) 114
Cholinergic synapse - Homo sapiens (human) 112
Serotonergic synapse - Homo sapiens (human) 115
GABAergic synapse - Homo sapiens (human) 88
Dopaminergic synapse - Homo sapiens (human) 131
Long-term depression - Homo sapiens (human) 60
Olfactory transduction - Homo sapiens (human) 419
Taste transduction - Homo sapiens (human) 83
Phototransduction - Homo sapiens (human) 28
Inflammatory mediator regulation of TRP channels - Homo sapiens (human) 99
Regulation of actin cytoskeleton - Homo sapiens (human) 213
Insulin signaling pathway - Homo sapiens (human) 137
Insulin secretion - Homo sapiens (human) 85
GnRH signaling pathway - Homo sapiens (human) 93
Ovarian steroidogenesis - Homo sapiens (human) 49
Progesterone-mediated oocyte maturation - Homo sapiens (human) 99
Estrogen signaling pathway - Homo sapiens (human) 137
Melanogenesis - Homo sapiens (human) 101
Prolactin signaling pathway - Homo sapiens (human) 70
Thyroid hormone synthesis - Homo sapiens (human) 74
Thyroid hormone signaling pathway - Homo sapiens (human) 116
Adipocytokine signaling pathway - Homo sapiens (human) 69
Oxytocin signaling pathway - Homo sapiens (human) 152
Glucagon signaling pathway - Homo sapiens (human) 103
Regulation of lipolysis in adipocytes - Homo sapiens (human) 54
Renin secretion - Homo sapiens (human) 65
Aldosterone synthesis and secretion - Homo sapiens (human) 96
Relaxin signaling pathway - Homo sapiens (human) 130
Cortisol synthesis and secretion - Homo sapiens (human) 64
Parathyroid hormone synthesis, secretion and action - Homo sapiens (human) 106
Type II diabetes mellitus - Homo sapiens (human) 46
Insulin resistance - Homo sapiens (human) 107
Non-alcoholic fatty liver disease (NAFLD) - Homo sapiens (human) 149
AGE-RAGE signaling pathway in diabetic complications - Homo sapiens (human) 99
Cushing syndrome - Homo sapiens (human) 154
Type I diabetes mellitus - Homo sapiens (human) 43
Maturity onset diabetes of the young - Homo sapiens (human) 26
Aldosterone-regulated sodium reabsorption - Homo sapiens (human) 37
Endocrine and other factor-regulated calcium reabsorption - Homo sapiens (human) 47
Vasopressin-regulated water reabsorption - Homo sapiens (human) 44
Proximal tubule bicarbonate reclamation - Homo sapiens (human) 23
Collecting duct acid secretion - Homo sapiens (human) 27
Salivary secretion - Homo sapiens (human) 90
Gastric acid secretion - Homo sapiens (human) 75
Pancreatic secretion - Homo sapiens (human) 96
Carbohydrate digestion and absorption - Homo sapiens (human) 44
Protein digestion and absorption - Homo sapiens (human) 90
Fat digestion and absorption - Homo sapiens (human) 41
Bile secretion - Homo sapiens (human) 71
Vitamin digestion and absorption - Homo sapiens (human) 24
Mineral absorption - Homo sapiens (human) 51
Cholesterol metabolism - Homo sapiens (human) 50
Alzheimer disease - Homo sapiens (human) 171
Parkinson disease - Homo sapiens (human) 142
Amyotrophic lateral sclerosis (ALS) - Homo sapiens (human) 51
Huntington disease - Homo sapiens (human) 193
Prion diseases - Homo sapiens (human) 35
Cocaine addiction - Homo sapiens (human) 49
Amphetamine addiction - Homo sapiens (human) 68
Morphine addiction - Homo sapiens (human) 91
Nicotine addiction - Homo sapiens (human) 40
Alcoholism - Homo sapiens (human) 180
Bacterial invasion of epithelial cells - Homo sapiens (human) 74
Vibrio cholerae infection - Homo sapiens (human) 50
Epithelial cell signaling in Helicobacter pylori infection - Homo sapiens (human) 68
Pathogenic Escherichia coli infection - Homo sapiens (human) 55
Shigellosis - Homo sapiens (human) 65
Salmonella infection - Homo sapiens (human) 86
Pertussis - Homo sapiens (human) 76
Legionellosis - Homo sapiens (human) 55
Leishmaniasis - Homo sapiens (human) 74
Chagas disease (American trypanosomiasis) - Homo sapiens (human) 102
African trypanosomiasis - Homo sapiens (human) 35
Malaria - Homo sapiens (human) 49
Toxoplasmosis - Homo sapiens (human) 113
Amoebiasis - Homo sapiens (human) 96
Staphylococcus aureus infection - Homo sapiens (human) 56
Tuberculosis - Homo sapiens (human) 179
Hepatitis C - Homo sapiens (human) 131
Hepatitis B - Homo sapiens (human) 144
Measles - Homo sapiens (human) 132
Human cytomegalovirus infection - Homo sapiens (human) 225
Influenza A - Homo sapiens (human) 171
Human papillomavirus infection - Homo sapiens (human) 339
Human T-cell leukemia virus 1 infection - Homo sapiens (human) 255
Kaposi sarcoma-associated herpesvirus infection - Homo sapiens (human) 186
Herpes simplex infection - Homo sapiens (human) 185
Epstein-Barr virus infection - Homo sapiens (human) 201
Human immunodeficiency virus 1 infection - Homo sapiens (human) 212
Pathways in cancer - Homo sapiens (human) 526
Transcriptional misregulation in cancer - Homo sapiens (human) 186
Viral carcinogenesis - Homo sapiens (human) 201
Chemical carcinogenesis - Homo sapiens (human) 82
Proteoglycans in cancer - Homo sapiens (human) 201
MicroRNAs in cancer - Homo sapiens (human) 299
Colorectal cancer - Homo sapiens (human) 86
Renal cell carcinoma - Homo sapiens (human) 69
Pancreatic cancer - Homo sapiens (human) 75
Endometrial cancer - Homo sapiens (human) 58
Glioma - Homo sapiens (human) 71
Prostate cancer - Homo sapiens (human) 97
Thyroid cancer - Homo sapiens (human) 37
Basal cell carcinoma - Homo sapiens (human) 63
Melanoma - Homo sapiens (human) 72
Bladder cancer - Homo sapiens (human) 41
Chronic myeloid leukemia - Homo sapiens (human) 76
Acute myeloid leukemia - Homo sapiens (human) 66
Small cell lung cancer - Homo sapiens (human) 93
Non-small cell lung cancer - Homo sapiens (human) 66
Breast cancer - Homo sapiens (human) 147
Hepatocellular carcinoma - Homo sapiens (human) 168
Gastric cancer - Homo sapiens (human) 149
Central carbon metabolism in cancer - Homo sapiens (human) 65
Choline metabolism in cancer - Homo sapiens (human) 99
Asthma - Homo sapiens (human) 31
Autoimmune thyroid disease - Homo sapiens (human) 53
Inflammatory bowel disease (IBD) - Homo sapiens (human) 65
Systemic lupus erythematosus - Homo sapiens (human) 133
Rheumatoid arthritis - Homo sapiens (human) 90
Allograft rejection - Homo sapiens (human) 38
Graft-versus-host disease - Homo sapiens (human) 41
Primary immunodeficiency - Homo sapiens (human) 37
Hypertrophic cardiomyopathy (HCM) - Homo sapiens (human) 83
Arrhythmogenic right ventricular cardiomyopathy (ARVC) - Homo sapiens (human) 72
Dilated cardiomyopathy (DCM) - Homo sapiens (human) 90
Viral myocarditis - Homo sapiens (human) 59
Fluid shear stress and atherosclerosis - Homo sapiens (human) 139

Gene Distribution over Pathways

Explore the distribution of the all the genes in databases across pathways. The aim of this plot is just to show the more promiscuous genes in pathway databases, in order to inspect and find the name of the outliers, please use the table in the section below. Based on the distributions of KEGG, Reactome, and WikiPathways, we decided to show only the distribution of genes functionally annotated from zero to fifty pathways (x axis ranges from [0,50]). The reason for this is that there are a few genes acting in 100 pathways or more and disrupt that distort the plot. In order to pinpoint the most promiscuous genes, please use the sorting functionality of the table below.

Explore the histogram in detail using the table below.

Gene Symbol Number of Pathways
TPI1 6
BPGM 3
G6PC2 12
ACSS2 6
PGM2 7
PFKL 12
PDHB 8
PDHA2 8
PDHA1 8
PFKM 10
MINPP1 3
PCK2 13
G6PC3 12
PCK1 13
PGAM2 7
LDHB 6
GAPDHS 2
LDHC 6
PGAM1 7
GAPDH 6
LDHAL6B 6
G6PC 12
PGAM4 7
ALDH7A1 13
ALDOC 6
PFKP 11
ALDOB 6
GCK 14
ALDOA 7
ACSS1 6
PGK2 4
PKM 11
ALDH1A3 9
ENO4 6
HK3 13
ENO3 6
FBP1 8
ENO2 6
PGM1 7
ENO1 6
HK2 13
ALDH3B1 9
DLD 9
ALDH3B2 9
HK1 13
ADPGK 3
DLAT 5
HKDC1 13
LDHAL6A 6
ALDH9A1 12
ALDH3A2 12
ADH7 8
PKLR 10
GPI 6
GALM 3
ALDH2 12
ADH6 8
FBP2 7
ALDH3A1 9
PGK1 5
ADH1C 8
ADH4 8
ADH1B 8
LDHA 8
ALDH1B1 12
ADH5 9
AKR1A1 4
ADH1A 8
IDH3G 5
IDH2 7
IDH1 8
FH 7
MDH1 7
ACO1 6
ACLY 2
MDH2 6
DLST 4
OGDH 5
CS 6
ACO2 6
PC 5
SUCLG1 4
SUCLA2 4
SDHA 9
OGDHL 5
SUCLG2 4
SDHD 9
IDH3B 5
SDHB 9
IDH3A 5
SDHC 9
RPIA 4
PGD 4
GLYCTK 6
PRPS1 5
PRPS1L1 5
RPE 5
RBKS 1
PRPS2 5
H6PD 3
RGN 4
TALDO1 4
TKT 4
DERA 1
IDNK 3
RPEL1 5
G6PD 5
TKTL1 4
PGLS 3
TKTL2 4
UGT1A3 10
UGT1A10 10
AKR1B10 6
UGT2A2 10
UGT2B28 10
DCXR 2
CRYL1 2
GUSB 6
SORD 3
KL 5
UGT2A3 10
UGT2B17 10
UGT2B15 10
UGDH 4
UGT1A1 10
UGT1A4 10
UGP2 5
UGT2B4 11
UGT1A9 10
UGT1A5 10
UGT2B10 10
UGT1A8 10
XYLB 2
UGT1A7 10
UGT2B7 10
UGT1A6 10
DHDH 2
AKR1B1 6
ISPD 3
UGT2A1 10
UGT2B11 10
PMM2 3
GMPPB 3
GMDS 3
ENOSF1 1
TKFC 5
FPGT 3
PFKFB2 3
PFKFB3 3
PFKFB1 3
MPI 3
PFKFB4 2
KHK 2
GMPPA 3
PMM1 3
FUK 3
TSTA3 3
TIGAR 2
GALK1 3
SI 4
LCT 3
LALBA 2
GLB1 7
MGAM 4
B4GALT2 7
GLA 6
MGAM2 4
GALT 4
GANC 3
B4GALT1 7
GAA 4
GALE 3
MIOX 2
FASN 5
ACSBG1 6
ACSL6 9
ACACA 8
ACSL1 9
ACSL4 9
ACSL3 9
MCAT 3
OXSM 4
ACACB 9
ACSBG2 6
ACSL5 9
OLAH 2
ACOT2 4
ELOVL4 2
ELOVL1 2
ELOVL6 4
ACOT1 3
ELOVL7 2
ELOVL5 4
ELOVL3 2
ELOVL2 4
HACD1 4
HACD2 4
PPT1 4
ABHD17A 1
ECHS1 11
ABHD17C 1
ACOT4 3
PPT2 4
HSD17B12 5
HACD3 4
TECR 4
ABHD17B 1
MECR 3
HACD4 4
HADH 8
ACAA2 5
HADHB 5
THEM5 1
THEM4 2
ACOT7 2
HADHA 12
ACOX3 8
CYP4A22 7
ACAA1 8
ACADS 6
ACADL 4
ACADM 8
ACADSB 4
ACADVL 3
ECI2 2
ACAT2 14
ACAT1 13
EHHADH 12
ACOX1 8
CYP4A11 7
CPT1C 7
ECI1 1
CPT1A 8
CPT1B 8
CPT2 4
GCDH 4
HMGCS2 6
HMGCS1 5
HMGCL 5
OXCT2 3
BDH1 3
BDH2 3
HMGCLL1 5
OXCT1 3
SOAT2 2
FDFT1 2
DHCR24 2
DHCR7 2
CYP51A1 2
CYP2R1 2
NSDHL 2
LSS 2
CYP27B1 4
CYP24A1 4
LIPA 3
HSD17B7 4
MSMO1 2
CEL 5
SC5D 2
SOAT1 2
SQLE 2
TM7SF2 2
EBP 2
CYP7B1 2
CYP8B1 3
CYP7A1 6
AMACR 3
CYP27A1 4
AKR1C4 3
SLC27A5 5
HSD17B4 3
CYP39A1 1
ACOT8 3
CYP46A1 1
ACOX2 4
CH25H 1
HSD3B7 2
AKR1D1 3
SCP2 4
BAAT 6
COQ2 2
COQ6 2
HPD 4
GGCX 1
COQ3 2
NQO1 4
VKORC1L1 1
COQ7 2
TAT 7
VKORC1 1
COQ5 2
SULT2B1 1
HSD17B8 2
SRD5A2 2
SULT1E1 1
CYP11B1 4
STS 1
SRD5A3 1
CYP11A1 6
CYP11B2 3
HSD17B6 3
CYP17A1 6
CYP3A5 6
SRD5A1 1
AKR1C3 5
CYP3A4 9
CYP19A1 3
CYP2E1 9
CYP21A2 5
CYP3A7 4
CYP1B1 6
AKR1C1 2
AKR1C2 2
CYP1A2 9
CYP1A1 7
HSD17B2 3
HSD17B3 2
HSD17B1 3
LRTOMT 4
COMT 4
HSD3B1 6
HSD11B2 2
CYP3A7-CYP3A51P 4
HSD11B1 4
HSD3B2 6
UQCRH 8
COX4I2 8
UQCRFS1 8
UQCRC2 8
ATP6V0E1 9
UQCRC1 8
UQCRB 8
ATP6V1E2 10
ATP6V0A1 11
ATP6V1G2 10
ATP6V0B 10
ATP6V1E1 10
ATP6AP1 10
ATP6V1C1 10
ATP6V0C 11
ATP6V1B2 10
ATP5PO 6
ATP5F1D 6
ATP5F1E 6
NDUFA13 8
LHPP 1
ATP5F1C 6
ATP5PB 6
ATP6V0A4 11
COX7A2L 7
ATP6V1H 11
ATP5F1A 6
ATP6V0D1 12
NDUFS3 8
ATP5MC1 6
NDUFS2 8
ATP5F1B 6
ATP6V1A 10
MT-ND3 5
NDUFS5 8
MT-ND1 5
MT-ND4 5
NDUFC1 8
MT-CYB 8
PPA1 1
NDUFB10 8
MT-CO3 8
MT-ND4L 5
MT-CO2 8
NDUFS8 8
MT-ND5 5
NDUFB9 8
NDUFS6 8
MT-ND6 5
ATP5PF 6
MT-CO1 8
COX7B2 8
ATP5MF 3
ATP6V0A2 11
ATP6V0D2 12
ATP6V0E2 9
NDUFA12 8
NDUFA4L2 8
CYC1 8
ATP5MC3 6
ATP6V1C2 10
NDUFB8 8
NDUFV3 8
COX15 4
ATP5ME 3
NDUFA3 8
UQCRQ 8
NDUFA4 8
COX4I1 8
COX8A 8
COX10 4
NDUFB7 8
ATP6V1G3 10
NDUFB6 8
NDUFV2 8
NDUFA2 8
COX6B2 8
NDUFB5 8
COX11 3
NDUFA1 8
PPA2 1
NDUFA11 8
COX7C 8
COX7B 8
COX7A2 7
NDUFB4 8
COX8C 8
NDUFA5 8
ATP12A 1
NDUFA6 8
NDUFA7 8
COX5A 8
NDUFB3 8
UQCR10 8
NDUFB2 8
NDUFS7 8
COX6C 8
NDUFA8 8
ATP4A 3
ATP6V1F 10
NDUFC2-KCTD14 8
ATP5MC2 6
MT-ATP6 6
COX7A1 7
ATP4B 3
NDUFA9 8
COX5B 8
ATP5MG 3
NDUFA10 8
NDUFAB1 8
UQCR11 8
COX6A1 8
ATP6V1D 10
MT-ATP8 6
NDUFB1 8
COX17 3
UQCRHL 8
COX6B1 8
ATP6V1G1 10
NDUFS4 8
NDUFC2 8
NDUFB11 8
ATP6V1B1 10
NDUFS1 8
COX6A2 8
MT-ND2 5
ATP5PD 6
TCIRG1 11
NDUFV1 8
ACY1 4
GPT2 6
OTC 3
ASS1 5
GLUD1 8
GLS 9
NOS1 12
NOS2 17
GLS2 9
NOS3 17
NAGS 4
ASL 4
ARG2 5
CPS1 6
GLUD2 8
ABHD14A-ACY1 4
ARG1 5
GOT1 11
GPT 6
GLUL 9
GOT2 12
ENTPD1 3
NT5C1B 4
PAPSS1 4
PAPSS2 4
POLR1E 4
URAD 2
NME1-NME2 4
RRM2 6
RRM1 5
POLR3D 6
PRUNE1 1
POLR1B 4
GDA 2
ENTPD4 3
POLE4 7
POLR2J3 6
NT5M 4
PPAT 3
XDH 5
POLR2L 7
ADPRM 2
POLR2K 7
POLD4 9
ENTPD5 2
POLD2 9
POLE2 7
POLE 7
ALLC 2
POLD1 9
ENTPD3 3
PDE6H 1
NT5C3A 4
NTPCR 3
PDE7A 2
POLR1D 6
POLR2B 6
PDE11A 3
POLR2C 6
NT5C1A 4
NUDT9 1
POLR3GL 6
AK3 1
POLR2A 7
NT5E 4
POLA1 4
HDDC3 1
POLE3 7
RRM2B 6
ITPA 3
ENTPD8 3
None 52
IMPDH2 3
ADA2 2
IMPDH1 3
ADCY10 5
PDE8B 4
ATIC 4
ZNRD1 4
PDE3A 5
NME2 4
PDE5A 2
POLR2F 7
GUCY1A2 10
NME1 4
POLR2D 6
ENTPD6 2
GMPR 1
NUDT2 2
HPRT1 3
AMPD3 2
POLR2E 7
PFAS 2
PDE7B 2
PDE3B 10
PDE1C 6
AMPD2 2
PDE2A 5
POLR3E 5
APRT 2
AK9 3
NME3 4
TWISTNB 4
AK4 3
POLR3K 6
NT5C 4
AK2 3
POLR2G 6
GUCY2D 3
AK1 3
FHIT 3
NT5C2 4
NME4 4
POLR3B 6
ENPP4 1
PDE4A 4
PDE4B 4
NT5C3B 4
DGUOK 2
ADCY4 47
NME7 4
ENPP3 7
PDE4C 4
PNPT1 3
ADCY9 49
POLR3H 6
PNP 4
POLR3F 6
PAICS 2
AK6 3
POLR3G 6
GMPR2 1
GUK1 2
DCK 3
NME6 4
NT5C1B-RDH14 4
POLR3C 6
ADA 3
ADCY1 49
POLA2 4
ADSS 3
ADCY2 47
POLR2J2 6
POLD3 9
GUCY2F 2
PDE1A 6
GART 4
ADCY3 49
ADSL 3
ADK 2
ENPP1 7
PRIM2 4
POLR2H 7
PDE4D 4
NPR2 4
AK8 3
PDE10A 2
POLR1A 4
PDE6B 2
ADCY5 52
NPR1 9
NUDT16 2
PDE6A 2
POLR3A 6
GUCY2C 1
POLR2I 6
POLR2J 6
ADCY8 48
GUCY1A1 10
PDE1B 6
ADSSL1 3
PDE6C 1
PDE6D 1
POLR1C 6
PRIM1 4
AK7 3
AK5 3
GUCY1B1 10
GMPS 3
CANT1 2
PDE9A 1
PDE6G 2
NUDT5 1
ADCY6 49
ADCY7 46
AMPD1 2
ENTPD2 2
PDE8A 4
NAT1 4
CYP2A6 7
NAT2 4
DCTPP1 2
UPB1 5
CTPS2 2
UCK1 3
UCKL1 3
TYMP 4
DUT 3
DTYMK 2
DHODH 2
TK1 3
DPYD 5
DPYS 5
CDA 3
CMPK2 2
CMPK1 3
CAD 3
UPP1 3
UCK2 3
UMPS 3
CTPS1 2
UPRT 2
TYMS 4
TK2 3
DCTD 2
UPP2 3
RIMKLB 2
NIT2 1
DDO 2
GAD2 7
GFPT1 4
IL4I1 8
GAD1 7
ALDH4A1 3
AGXT 6
GFPT2 4
FOLH1 3
ALDH5A1 3
ABAT 7
RIMKLA 2
ASPA 3
ASNS 2
NAT8L 2
AGXT2 5
GRHPR 4
AOC3 5
CBS 4
DMGDH 2
CHDH 2
PSPH 4
AMT 5
GLDC 4
AOC2 5
BHMT 3
PSAT1 5
CBSL 4
SHMT1 7
GCSH 4
SDSL 6
SRR 2
GATM 3
CTH 5
SDS 6
SHMT2 7
DAO 5
PHGDH 4
GAMT 3
SARDH 2
GCAT 1
ALAS1 3
ALAS2 3
PIPOX 4
MAOB 13
MAOA 13
GNMT 1
SMS 5
GSS 4
ENOPH1 2
BCAT1 7
BCAT2 7
MAT2B 3
BHMT2 2
MAT2A 3
AHCYL1 2
CDO1 3
AMD1 3
MAT1A 3
GCLC 4
GCLM 4
AHCY 2
DNMT3B 3
MTAP 2
MRI1 2
MPST 4
DNMT3A 3
TST 4
DNMT1 3
MTR 5
APIP 2
ADI1 2
SRM 5
AHCYL2 2
AACS 2
HIBCH 5
ALDH6A1 6
MCEE 5
MUT 5
MCCC2 2
BCKDHA 3
ACAD8 2
BCKDHB 3
HSD17B10 3
ACSF3 1
DBT 3
HIBADH 2
MCCC1 2
AOX1 9
AUH 2
IVD 2
PCCB 5
PCCA 5
PRDM9 1
SETMAR 1
KMT2C 1
KMT2E 1
ASH1L 1
NSD2 2
NSD3 1
TMLHE 1
SETD2 1
SUV39H1 1
NSD1 1
COLGALT2 2
SETDB1 2
AASS 2
EHMT2 2
PLOD2 1
HYKK 2
KMT2B 1
COLGALT1 2
PRDM7 1
PLOD1 1
PRDM2 1
SETD1A 1
EZH2 2
SUV39H2 1
CAMKMT 1
AADAT 4
EZH1 1
KMT5B 1
EHMT1 2
PRDM6 1
SETD7 2
KMT2A 3
PLOD3 2
SETDB2 1
PHYKPL 2
SETD1B 1
KMT5C 1
KMT2D 2
KMT5A 1
DOT1L 2
BBOX1 1
SETD3 1
PYCR1 3
CARNS1 3
PRODH2 2
SAT2 3
CNDP2 4
PYCR2 3
PRODH 2
P4HA3 2
SMOX 2
CKMT1A 2
LAP3 3
P4HA1 2
OAT 2
ALDH18A1 3
ODC1 3
AOC1 4
CKMT2 2
AGMAT 2
CKMT1B 2
CKM 2
CNDP1 4
CKB 2
P4HA2 2
AZIN2 2
HOGA1 3
PYCR3 3
SAT1 3
L3HYPDH 1
CARNMT1 1
UROC1 2
AMDHD1 2
HNMT 1
HDC 2
HAL 2
FTCD 3
MIF 2
PNMT 2
TH 9
TPO 4
TYR 3
TYRP1 3
FAHD1 2
FAH 2
DDC 9
DCT 3
HGD 2
GSTZ1 2
DBH 2
GLYAT 1
PAH 5
KYAT3 4
KYNU 2
ASMT 2
AFMID 3
IDO1 3
HAAO 2
INMT 2
TPH2 4
ACMSD 2
AANAT 2
TPH1 4
CAT 8
KYAT1 4
KMO 2
IDO2 3
TDO2 2
MLYCD 5
GADL1 4
CSAD 2
GGT5 4
GGT6 3
ADO 2
GGT1 4
GGT7 3
SELENOI 4
PCYT1B 4
PCYT1A 4
CEPT1 4
CHPT1 5
PCYT2 3
SEPSECS 2
SCLY 2
SEPHS2 2
MARS2 2
MARS 2
TXNRD3 3
TXNRD2 3
SEPHS1 2
PSTK 2
TXNRD1 3
DGLUCY 1
GSTA5 9
GSTM5 9
GSR 2
GPX4 2
GSTO1 9
NAT8 1
CHAC1 2
GGCT 2
MGST1 9
GSTT2 9
GPX7 3
GPX8 3
GSTO2 9
GSTT1 9
CHAC2 2
ANPEP 4
GSTK1 5
MGST3 9
MGST2 9
GSTM3 9
GPX6 3
GSTM2 9
GSTM4 9
GSTM1 9
GSTP1 10
TXNDC12 1
OPLAH 2
HPGDS 6
NAT8B 1
GSTA4 9
GSTA2 9
GPX1 5
GSTA3 9
GPX3 3
GSTA1 9
GPX2 3
GPX5 3
GSTT2B 9
AGL 2
TREH 2
GYG2 2
GBE1 2
AMY1A 4
AMY1B 4
GYS2 7
PGM2L1 1
GYG1 2
PYGB 6
GYS1 7
GBA3 2
AMY2B 4
PYGL 6
AMY2A 4
AMY1C 4
PYGM 6
DPM2 3
DPM1 2
RPN2 3
RPN1 3
ST6GAL1 3
MOGS 3
DOLPP1 1
MAN1C1 3
DPM3 2
ALG12 2
ALG5 2
ALG9 2
ALG8 2
ALG1 2
MGAT4C 2
MGAT4A 2
MAN1B1 3
ALG11 2
MGAT4B 2
MAN1A2 3
ALG13 2
ALG3 2
MGAT5 2
ALG10B 2
MGAT5B 3
MGAT3 2
MGAT2 2
MGAT4D 2
DAD1 3
TUSC3 3
MGAT1 2
ST6GAL2 3
DDOST 3
B4GALT3 6
FUT8 4
STT3A 3
ALG6 2
GANAB 3
MAN1A1 3
ALG2 2
STT3B 3
MAN2A2 2
DOLK 2
ALG14 2
ALG10 2
DPAGT1 2
MAN2A1 2
ENGASE 1
GBA2 3
NEU2 2
NEU1 3
NEU4 2
HEXB 7
MAN2C1 1
NEU3 2
MAN2B1 2
MANBA 2
HEXA 7
HEXD 2
GBA 4
FUCA2 1
AGA 2
MAN2B2 1
FUCA1 2
B4GALT5 2
GCNT3 2
GALNT4 2
GALNT12 2
GALNT9 2
GCNT4 2
GALNT7 2
GALNTL6 2
GALNT18 2
GALNT10 2
C1GALT1C1 2
GCNT1 2
ST6GALNAC1 2
GALNT3 2
GALNT16 2
GALNT8 2
C1GALT1 2
GALNT6 2
POC1B-GALNT4 2
GALNT13 2
ST3GAL2 5
GALNT5 2
GALNT14 2
GALNT15 2
ST3GAL1 5
GALNTL5 2
GALNT11 2
GALNT1 2
GALNT17 2
GALNT2 2
B3GNT6 2
ST3GAL3 5
GXYLT2 1
POMT1 3
LFNG 3
MFNG 3
POGLUT1 1
RFNG 3
EOGT 1
POMT2 3
GXYLT1 1
B3GLCT 1
POFUT2 1
POFUT1 1
OGT 2
FUT9 4
RXYLT1 2
B3GAT2 2
B4GAT1 2
LARGE1 2
LARGE2 2
B3GALNT2 2
POMGNT2 2
FKTN 2
POMK 2
FUT4 3
FKRP 2
B3GAT1 2
POMGNT1 2
CHST10 2
CYB5R2 1
CYB5R4 1
CYB5RL 1
GNPNAT1 1
UAP1 2
PGM3 2
NPL 1
UAP1L1 2
NANS 2
GNPDA1 2
GNE 2
RENBP 1
CHIT1 2
NANP 2
GNPDA2 2
CMAS 2
UXS1 2
NAGK 2
CYB5R3 1
AMDHD2 1
CHIA 2
CYB5R1 1
IDUA 3
IDS 3
HYAL2 2
GALNS 3
GNS 3
HYAL4 2
HYAL1 3
HPSE 3
HGSNAT 3
NAGLU 3
HPSE2 3
HYAL3 2
SPAM1 2
SGSH 3
ARSB 3
CHST15 1
XYLT2 3
XYLT1 3
CHST7 1
CSGALNACT1 2
CHST14 1
B3GALT6 3
B4GALT7 3
UST 1
CHST13 1
CHST3 1
CHST12 1
CSGALNACT2 2
CHPF2 2
DSE 2
CHSY1 2
B3GAT3 3
CHPF 2
CHST11 1
CHSY3 2
CHST2 1
B3GNT7 1
CHST1 1
B4GALT4 3
CHST4 1
CHST6 1
B3GNT2 3
HS6ST1 1
NDST3 2
HS2ST1 1
HS6ST2 1
NDST2 2
NDST4 2
HS3ST3B1 1
NDST1 2
HS3ST1 1
HS3ST2 1
HS3ST3A1 1
EXT2 2
EXT1 2
EXTL1 2
EXTL2 2
HS6ST3 1
HS3ST5 1
EXTL3 2
GLCE 2
LIPG 3
DGKI 6
DGAT1 4
PLPP3 9
LPIN3 3
GPAM 3
MOGAT2 2
PNPLA2 4
PNPLA3 2
AGPAT4 4
LPIN2 3
DGAT2 3
PLPP5 2
AGPAT3 4
LCLAT1 3
GK 3
LPIN1 4
PLPP2 9
GK2 3
LPL 4
DGKE 6
PLPP4 2
GPAT4 3
DGKD 6
PLPP1 9
MBOAT2 3
LIPC 3
PNLIPRP3 2
MOGAT3 3
DGKQ 6
DGKH 6
DGKZ 6
DGKG 6
PNLIPRP1 4
PNLIP 5
LIPF 3
MGLL 5
AGK 2
GPAT2 3
DGKK 6
MOGAT1 1
MBOAT1 3
AGPAT5 4
DGKB 6
AGPAT1 5
PNLIPRP2 4
DGKA 6
AGPAT2 5
GPAT3 3
MTMR2 3
MTMR3 4
SYNJ2 3
SYNJ1 3
MTMR14 4
PTEN 24
INPP5E 3
PI4K2A 3
PIK3CD 88
IPPK 3
PIK3CB 88
MTMR8 3
PIK3CA 89
PIK3CG 12
PI4KA 3
PIK3C3 9
INPP4B 3
PIK3C2G 3
PLCZ1 6
PI4KB 3
PIK3C2B 3
PLCB2 53
ISYNA1 2
MTMR7 3
INPP5K 4
MTMR1 3
PIP4K2A 3
MTMR6 3
PIK3C2A 3
PIP5KL1 3
PLCD4 6
PLCD3 6
PLCB3 51
PLCE1 10
CDIPT 4
OCRL 3
PLCB4 51
PIKFYVE 4
SACM1L 3
PIP5K1B 8
ITPKB 4
PIP4K2B 3
INPP5F 3
PLCD1 6
MTM1 3
MTMR4 4
PLCH1 2
ITPKA 4
PIP5K1C 9
PLCG1 36
PLCH2 2
ITPK1 3
PIP5K1A 8
PLCB1 51
PLCG2 35
IPMK 3
ITPKC 4
INPP5J 3
INPPL1 5
IMPA1 3
INPP5D 5
IMPA2 3
INPP1 3
INPP5B 3
PI4K2B 3
IMPAD1 4
INPP4A 3
INPP5A 3
PIP4K2C 3
PIGB 2
PIGL 2
PIGS 2
PIGF 2
PIGM 2
PIGC 2
PIGH 2
PIGA 2
PIGG 1
PIGT 2
PIGP 2
PIGN 2
PGAP1 2
GPLD1 2
PIGW 2
PIGV 2
PIGX 2
PIGZ 1
PIGU 2
PIGO 2
PIGQ 2
GPAA1 2
PIGY 2
PIGK 2
JMJD7-PLA2G4B 22
MBOAT7 1
TAZ 1
PLA2G4C 22
ETNPPL 2
PLA2G6 10
PLA2G10 10
PLD1 15
LPCAT1 3
PLA2G1B 10
PLA2G4F 23
PTDSS2 2
PLA2G2A 10
LPCAT4 3
PLA2G2F 10
PLA2G4A 23
PISD 2
PLA2G5 10
PLA2G12A 10
PLA2G15 2
PLD2 13
CRLS1 2
PLA2G3 10
PLA2G4E 23
PLD4 3
LPCAT2 3
CDS2 3
ACHE 2
LYPLA2 1
PLB1 7
ETNK2 2
PGS1 2
CHKB 3
LCAT 2
CHKA 3
PLA2G4B 23
LPCAT3 2
PLD3 3
GPD1 1
GNPAT 2
PLA2G2D 10
LPGAT1 1
CDS1 3
PLA2G16 8
PLA2G2C 10
PNPLA6 1
PNPLA7 1
CHAT 2
ETNK1 2
GPCPD1 2
PLA2G2E 10
PEMT 2
GPD2 1
GPD1L 1
LYPLA1 2
PLA2G4D 23
PTDSS1 2
PHOSPHO1 2
PLA2G12B 10
TMEM86B 1
PAFAH1B2 2
PAFAH1B1 2
GDPD1 1
PAFAH1B3 2
ENPP6 1
ENPP2 1
PAFAH2 2
GAL3ST1 3
GDPD3 1
UGT8 3
PLA2G7 2
AGPS 3
PTGIS 2
PTGDS 2
PTGES 2
CBR1 5
CBR3 3
CYP2B6 5
CYP2U1 2
CYP2J2 6
LTC4S 2
PTGS2 20
CYP2C19 6
PTGS1 5
CYP2C9 8
CYP2C8 7
PRXL2B 2
TBXAS1 3
PTGES2 2
CYP4F3 2
CYP4F8 2
PTGES3 2
LTA4H 2
EPHX2 3
ALOX5 6
ALOX12 5
ALOX12B 3
ALOX15 6
ALOX15B 3
CYP4F2 2
FADS2 4
B4GALT6 2
CERS5 3
SGPL1 3
SPHK1 9
SMPD4 2
SMPD3 2
SPTLC2 3
ACER3 1
CERS4 3
CERS3 3
KDSR 2
GALC 3
DEGS1 3
CERS6 3
SGPP1 2
SGMS2 3
SGPP2 2
SGMS1 3
CERK 1
ASAH1 4
SPHK2 9
ARSA 2
SPTLC3 3
ASAH2 3
ACER1 3
CERS2 3
DEGS2 3
UGCG 2
ENPP7 2
SMPD1 5
CERS1 3
SPTLC1 3
ACER2 3
SMPD2 3
B3GALNT1 3
B3GALT2 2
GCNT2 2
FUT7 2
B3GALT1 2
FUT6 2
B3GNT3 2
B3GALT5 3
B3GNT5 2
B3GNT4 2
ST3GAL6 2
FUT3 2
FUT5 2
A4GALT 3
ABO 2
ST8SIA1 4
FUT1 3
FUT2 3
ST3GAL4 2
GBGT1 2
NAGA 3
A3GALT2 2
ST6GALNAC3 2
B4GALNT1 2
ST6GALNAC4 2
ST8SIA5 2
SLC33A1 2
B3GALT4 2
ST6GALNAC6 2
ST3GAL5 2
ST6GALNAC5 2
LDHD 1
ME1 4
ME2 2
ME3 3
ACOT12 1
ACYP2 1
ACYP1 1
HAGH 1
GLO1 1
PGP 3
HAO2 4
HAO1 4
HYI 2
ECHDC1 1
ACSS3 2
ACSM4 2
ACSM2B 2
ACSM2A 2
L2HGDH 1
ACSM1 2
ACSM3 2
ACSM5 2
ACSM6 2
MTFMT 2
MTHFD2 2
ALDH1L1 1
MTHFD1L 2
ST20-MTHFS 2
ALDH1L2 1
DHFR 4
MTHFS 2
MTHFD1 2
MTHFD2L 2
MTHFR 4
DHFR2 4
ALPI 3
ALPL 3
ALPP 3
TPK1 2
ALPG 3
NFS1 3
THTPA 2
ACP1 4
FLAD1 2
BLVRB 3
RFK 2
ACP5 5
ACP2 3
PHOSPHO2 2
PNPO 2
PDXP 2
PDXK 2
CD38 8
NAPRT 2
NNMT 2
NUDT12 3
BST1 4
NADK 2
NMNAT1 2
NAMPT 3
NMNAT3 2
NMRK2 2
ASPDH 2
NMRK1 2
NMNAT2 2
QPRT 2
NADSYN1 2
NADK2 2
NNT 2
PANK4 2
VNN3 1
PANK1 2
AASDHPPT 1
PPCDC 2
PPCS 2
PANK2 2
PANK3 2
COASY 2
VNN2 1
VNN1 1
BTD 3
HLCS 2
LIPT1 2
LIPT2 2
LIAS 2
GGH 2
GCH1 2
QDPR 2
PTS 2
SPR 2
GPHN 3
PCBD2 2
FPGS 3
MOCOS 1
PCBD1 2
MOCS1 2
MOCS2 3
PNPLA4 1
ALDH1A2 2
BCO1 2
LRAT 2
RDH10 2
DHRS3 2
DHRS4 3
DHRS9 2
CYP26C1 2
RDH11 2
RDH8 2
CYP26B1 2
ALDH1A1 2
CYP2S1 3
RDH12 2
RETSAT 1
CYP27C1 1
DHRS4L2 2
RPE65 1
SDR16C5 1
CYP26A1 2
RDH5 1
CYP2C18 4
DHRS4L1 3
AWAT2 2
RDH16 2
HEPH 2
UROD 2
UROS 2
HCCS 1
EPRS 3
ALAD 2
HMBS 2
MMAB 2
CP 2
HMOX2 3
HMOX1 9
CPOX 2
EARS2 3
BLVRA 2
FXN 1
FECH 2
PPOX 2
GGPS1 2
DHDDS 1
PDSS2 1
MVK 3
NUS1 1
PCYOX1 1
PMVK 3
ZMPSTE24 1
IDI2 2
HMGCR 4
PDSS1 1
IDI1 2
ICMT 1
FNTB 1
MVD 2
FDPS 4
FNTA 1
RCE1 1
CA1 1
CA2 6
CA3 1
CA5A 1
CA4 2
CA9 1
CA12 1
CA14 1
CA8 1
CA7 1
CA6 1
CA13 1
CA5B 1
ETHE1 1
SQOR 1
BPNT1 2
SUOX 2
MT-TK 1
SARS2 1
MT-TW 1
FARS2 1
WARS2 1
MT-TY 1
NARS 1
GATB 2
HARS2 1
LARS 1
YARS2 1
CARS2 1
NARS2 1
TARS2 1
WARS 1
VARS 1
CARS 1
TARS 1
YARS 1
SARS 1
LARS2 1
DARS2 1
FARSA 1
PARS2 1
MT-TV 1
GARS 1
DARS 1
AARS 1
MT-TS2 1
HARS 1
TARSL2 1
IARS 1
MT-TT 1
GATC 2
IARS2 1
QRSL1 2
MT-TA 1
KARS 1
MT-TS1 1
MT-TC 1
MT-TQ 1
MT-TR 1
RARS2 1
VARS2 1
MT-TE 1
MT-TP 1
MT-TD 1
MT-TF 1
MT-TN 1
AARS2 1
FARSB 1
MT-TH 1
MT-TM 1
MT-TG 1
MT-TL1 1
MT-TL2 1
RARS 1
QARS 2
MT-TI 1
CYP2F1 1
AKR7A3 1
CYP2A13 2
CYP2D7 4
CYP2D6 4
AKR7A2 1
SULT2A1 3
EPHX1 3
FMO2 1
FMO1 1
FMO5 1
FMO3 1
FMO4 1
TPMT 1
MPO 4
CES1 2
CES2 1
FADS1 2
PECR 3
SCD5 4
SCD 4
PRDX6 1
REV3L 3
PDHX 1
CMBL 1
TRIT1 1
CHST9 1
CHST8 1
LAMA5 9
B4GALNT4 1
LAMA3 9
B4GALNT3 1
TRAK2 2
ESD 1
BCL2L11 9
PRKCG 54
SOS1 44
NRG2 2
EIF4E2 7
PIK3R3 87
PDGFD 12
BCL2 36
BCL2L1 22
RAF1 74
BAX 39
RPS6 9
SHC1 21
PIK3R2 88
MAP2K1 78
MAP2K2 66
PIK3R1 87
RPS6KB2 28
BAD 36
RPS6KB1 28
PDGFB 20
SHC2 21
FGF2 13
ERBB2 22
AKT1 85
NRAS 72
GAB1 10
PRKCB 63
FGFR3 12
AXL 1
ERBB3 7
FOXO3 13
PDGFA 19
PRKCA 65
MTOR 39
STAT3 27
EIF4E1B 7
AKT2 85
PDGFC 12
SOS2 44
IL6 42
JAK2 20
FGFR2 12
KDR 9
IGF1R 29
JAK1 25
MAPK3 104
MAPK1 105
SRC 35
SHC4 21
NRG1 2
HGF 13
KRAS 75
AKT3 85
HRAS 75
PDGFRB 20
SHC3 20
PDGFRA 21
VEGFA 21
TGFA 14
ARAF 32
IL6R 10
EGF 27
EGFR 43
MET 20
BRAF 40
GSK3B 41
GRB2 47
EIF4EBP1 14
NF1 3
GAS6 1
EIF4E 7
IGF1 30
NCOR1 3
ABCB11 4
TP53 48
PTK2 19
NCOA3 5
DLL4 5
E2F1 23
GPER1 2
HBEGF 8
PRKACA 69
JAG1 8
SP1 13
PRKACB 68
PRKACG 68
NOTCH4 7
MAPK14 49
MED1 2
NOTCH3 9
NOTCH2 8
E2F3 21
E2F2 21
BIK 1
MMP9 14
MAPK12 50
MDM2 24
ESR1 8
MAPK11 49
MAPK10 59
NOTCH1 9
MMP2 10
MAPK9 60
MAPK8 60
DLL3 5
MAPK13 49
ESR2 5
FOS 36
CARM1 1
CDKN2C 5
CDKN1A 41
RB1 23
CDKN2A 18
JUN 49
CCND1 45
CDKN1B 20
DLL1 5
CDK4 26
JAG2 5
GNAS 48
ABCC1 5
IZUMO1R 2
ABCG2 3
IL1B 37
ABCC5 2
ABCC4 4
SLC46A1 3
CHUK 43
ABCC2 4
IKBKG 42
ABCC3 3
SLC19A1 2
FOLR2 2
TNF 56
FOLR1 2
RELA 64
FOLR3 2
IKBKB 49
NFKB1 64
TOP2A 1
SLC31A1 2
PDPK1 24
ATP7A 2
ATM 13
ERCC1 3
MLH1 7
CYCS 22
MSH2 4
ATP7B 1
MSH3 4
POLH 2
BBC3 9
FADD 19
MAP3K5 12
BAK1 25
FASLG 26
BIRC5 7
MSH6 4
CASP3 34
BIRC3 13
XIAP 12
CASP9 27
CASP8 27
FAS 26
APAF1 13
PMAIP1 7
BIRC2 13
XPA 2
BID 16
TOP2B 1
BRCA1 7
ABCC12 1
ABCC10 1
TAP2 7
ABCB5 1
ABCC11 1
ABCA12 1
ABCA4 1
ABCC6 1
ABCA5 1
ABCD3 2
ABCA8 1
ABCB10 1
ABCB9 2
ABCB4 2
ABCA9 1
ABCA6 1
ABCA7 1
ABCB1 4
ABCA10 1
ABCC9 1
ABCC8 3
ABCG1 1
ABCG8 4
ABCB6 1
ABCA13 1
ABCA1 3
ABCA3 1
ABCG5 4
ABCA2 2
ABCG4 1
ABCB7 1
ABCD1 2
ABCB8 1
CFTR 8
TAP1 7
ABCD4 2
ABCD2 2
SNORD3A 2
SNORD3C 2
XPO1 5
NXF2B 5
EFL1 1
TCOF1 1
RAN 4
UTP15 1
NHP2 1
WDR75 1
NOP10 1
RMRP 1
LSG1 1
REXO5 1
IMP3 1
RIOK1 1
NOL6 1
NAT10 1
PWP2 1
NMD3 2
FCF1 1
UTP18 1
UTP4 1
NVL 1
SNU13 2
SBDS 1
MT-RNR2 2
REXO1 1
GAR1 1
IMP4 1
NXF2 5
UTP14C 1
BMS1 1
MDN1 1
GNL2 1
EIF6 1
WDR43 1
POP5 2
XRN2 2
MT-RNR1 2
NOP58 1
CSNK2A1 8
HEATR1 1
TBL3 1
UTP6 1
SNORD3B-1 2
RPP38 2
CSNK2A2 8
CSNK2B 8
GNL3 1
RPP30 2
RBM28 1
NOP56 1
GTPBP4 1
FBL 1
DKC1 1
RNA5S14 2
EMG1 1
NXF1 5
RIOK2 1
RNA5S13 2
REXO2 1
SPATA5 1
RRP7A 1
RNA5S15 2
RNA5S12 2
RNA5S11 2
NXT2 4
RCL1 1
RNA5S6 2
POP1 2
RNA5S7 2
RNA5S17 2
NOB1 1
RNA5S8 2
RNA5S10 2
RNA5S9 2
GNL3L 1
RPP25 2
RPP25L 2
RNA5S16 2
WDR36 1
CSNK2A3 8
WDR3 1
DROSHA 2
RNA5S4 2
RNA5S5 2
POP7 2
RNA5S1 2
RPP40 2
POP4 2
SNORD3B-2 2
NXT1 4
RNA5S2 2
RNA5S3 2
MPHOSPH10 1
XRN1 2
UTP14A 1
NXF3 5
NXF5 5
MRPL19 1
RPL14 1
MRPS6 1
RPL23 1
MRPS9 1
MRPL33 1
MRPS11 1
MRPS15 1
MRPS5 1
RPS28 1
RPS29 1
RPS20 1
MRPL32 1
RPS19 1
MRPL34 1
MRPL17 1
MRPL11 1
RPS18 1
RPS17 1
MRPL14 1
RPS15A 1
RPS5 1
MRPL36 1
RPS16 1
MRPS14 1
RPS4Y1 1
RPS7 1
RPS4X 1
RPS3A 1
RPS27A 1
RPS10 1
RPS27 1
MRPL9 1
RPS26 1
MRPL12 1
RPL37 1
MRPS12 1
RPL36AL 1
MRPL1 1
RPS8 1
RPL35A 1
RPS9 1
RPL21 1
RPL34 1
RPS2 1
RPS3 1
RPL19 1
RPS11 1
RPL22 1
RPL18A 1
RPL23A 1
RPL18 1
RPLP2 1
RPS25 1
RPL17 1
MRPL23 1
RPL24 1
RPLP1 1
RPL15 1
RPS13 1
RPL27 1
RPLP0 1
RPL12 1
RPL3 1
MRPL24 1
RPL26 1
MRPS10 1
RPL13 1
MRPS18A 1
RPS21 1
RPL5 1
RPL3L 1
RPL37A 1
RPL32 1
MRPS17 1
RPS27L 1
RPL6 1
MRPS18C 1
MRPS21 1
MRPL16 1
MRPL20 1
RPS23 1
RPL31 1
RPL10A 1
RPS4Y2 1
RPL38 1
MRPS16 1
MRPL10 1
RPL4 1
RPL22L1 1
FAU 1
MRPL3 1
MRPL35 1
RPL39 1
RPL7 1
RPS15 1
UBA52 1
RPL36A-HNRNPH2 1
RPL29 1
MRPL21 1
RPS10-NUDT3 1
MRPL28 1
RPL13A 1
MRPL27 1
RPL41 1
RPL8 1
RPL28 1
RPL17-C18orf32 1
RSL24D1 1
MRPL13 1
MRPL30 1
RPL36 1
RPL7A 1
MRPS2 1
RPS14 1
MRPL18 1
RPL27A 1
RPL26L1 1
RPL9 1
MRPL15 1
MRPS7 1
RPL10 1
RPSA 1
RPL36A 1
MRPL22 1
MRPL2 1
MRPL4 1
RPS12 1
RPL11 1
RPL35 1
RPL10L 1
RPS24 1
RPL30 1
TRNT1 1
NCBP2 3
EEF1A1 2
ALYREF 4
RGPD4 1
SNUPN 1
PABPC5 3
EIF3G 1
POM121C 1
CASC3 2
SRRM1 2
RGPD2 1
PYM1 2
XPO5 1
SAP18 2
PABPC4L 3
THOC2 2
PRMT5 1
EIF1B 1
NUP205 1
CYFIP2 2
ACIN1 3
PHAX 1
NUP54 1
EIF3H 2
NUP107 1
DDX20 1
PABPC1 3
PAIP1 1
NUP50 1
XPOT 1
STRAP 1
CYFIP1 2
UBE2I 4
NUP210 1
RGPD5 1
SUMO1 2
NUP160 1
FMR1 1
FXR2 1
CLNS1A 1
UPF2 2
PNN 2
NUP188 1
SEH1L 2
RNU6-1 2
NUP35 1
TACC3 1
NUP62 1
GEMIN5 1
SUMO4 2
NUP98 2
EIF1 1
NUP88 1
RGPD1 1
EIF4B 4
THOC1 2
NUP153 1
EIF4A3 3
EIF1AY 1
EIF2S2 1
NUP58 1
EIF2B5 1
EIF2B2 1
EIF2B4 1
EIF3A 1
RBM8A 3
EIF4EBP3 1
EIF2B3 1
POM121 1
RPP21 1
NUP85 1
GEMIN6 1
NUP210L 1
POM121L2 1
GEMIN7 1
PABPC4 3
THOC7 1
THOC6 1
DDX39B 4
EIF4G3 2
NUP37 1
NUP214 2
EIF3J 1
EIF3I 1
FXR1 1
RGPD3 1
NUP155 1
PABPC1L 3
AAAS 1
UPF3A 2
SMN1 1
SMN2 1
UPF3B 2
THOC5 1
EIF3D 1
TGS1 1
TPR 3
SENP2 2
SUMO2 2
GEMIN2 1
NUP133 1
UPF1 2
ELAC2 1
NDC1 1
EIF3C 1
NUP93 1
EIF3B 1
ELAC1 1
GEMIN8 1
NCBP1 3
SUMO3 2
PABPC1L2B 3
MAGOH 3
SEC13 3
MAGOHB 3
RANBP2 1
EIF4A2 1
EIF4A1 1
RANGAP1 1
THOC3 2
EIF3F 1
RGPD8 1
EIF3E 2
EEF1A2 2
EIF4G2 2
RPP14 1
RAE1 2
EIF4G1 2
NUPL2 1
EIF2S1 9
PABPC1L2A 3
EIF1AX 1
GEMIN4 1
NUP43 1
RNPS1 2
EIF4EBP2 2
PABPC3 3
EIF2B1 1
EIF3CL 1
KPNB1 1
EIF2S3 1
EIF5 1
EIF5B 1
DAZAP1 1
CLP1 1
PAPOLB 1
CPSF7 1
WDR82 1
PPP2R1B 14
PPP2R5E 8
PPP2R1A 14
WDR33 1
PPP2CB 16
PAPOLG 1
PABPN1L 2
PPP2R3C 7
PPP2R2D 11
PPP2CA 16
PABPN1 2
CPSF1 1
PPP1CC 21
SYMPK 2
ETF1 1
PPP2R2B 11
PPP2R2A 11
CSTF3 1
SMG1 1
CSTF2 1
PPP2R2C 11
CSTF1 1
SMG5 1
PPP1CB 21
MSI2 1
SMG6 1
PPP2R3A 7
FIP1L1 1
BCL2L2-PABPN1 2
CSTF2T 1
PPP1CA 21
RNGTT 1
PPP2R5C 8
CPSF4 2
PPP2R3B 7
HBS1L 2
RNMT 1
PCF11 1
SSU72 1
MSI1 1
GSPT1 1
PPP2R5D 8
GSPT2 1
CPSF6 1
PPP2R5A 8
CPSF2 1
SMG7 1
NUDT21 1
PELO 1
PAPOLA 1
CPSF3 1
PPP2R5B 8
EXOSC9 1
EXOSC4 1
EXOSC10 1
BTG4 1
LSM8 2
DCP1A 1
LSM7 2
EXOSC1 1
EXOSC5 1
PARN 1
CNOT10 1
CNOT2 1
LSM4 2
CNOT3 1
CNOT4 1
PAN3 1
LSM2 2
CNOT6L 1
LSM5 2
DCP2 1
CNOT6 1
TENT4B 1
DHX36 1
EXOSC3 1
EDC3 1
EXOSC7 1
BTG2 1
EXOSC8 1
CNOT8 1
BTG1 1
HSPA9 2
DIS3 1
CNOT7 1
PATL1 1
HSPD1 4
TTC37 1
EXOSC6 1
DIS3L 1
TOB1 1
DCP1B 1
BTG3 1
WDR61 1
CNOT1 1
CNOT9 1
TENT4A 1
EXOSC2 1
DCPS 1
LSM6 2
LSM1 1
TOB2 1
MTREX 1
C1D 1
MPHOSPH6 1
EDC4 1
ZCCHC7 1
PAN2 1
DDX6 1
SKIV2L 1
PNLDC1 1
LSM3 2
TBPL2 7
GTF2H5 2
GTF2H4 3
GTF2H3 3
GTF2H2 3
MNAT1 2
GTF2H1 3
TAF9B 2
GTF2F2 1
TAF7L 1
GTF2F1 1
TBPL1 7
GTF2IRD1 3
GTF2E2 3
TAF2 1
TAF12 1
TAF13 2
TBP 7
TAF11 1
TAF10 2
GTF2H2C 3
TAF9 1
TAF15 2
TAF6 2
GTF2I 3
GTF2H2C_2 3
TAF7 1
TAF8 1
ERCC2 2
TAF1L 1
TAF4B 3
GTF2A2 2
TAF4 3
CCNH 3
CDK7 3
TAF5L 2
ERCC3 2
TAF6L 2
TAF3 2
GTF2A1L 2
TAF5 2
TAF1 1
GTF2B 3
GTF2A1 2
GTF2E1 3
LIG1 4
MCM2 2
MCM3 2
RNASEH2A 1
MCM4 2
RNASEH2C 1
RFC1 3
RPA2 5
RFC4 3
RPA1 5
RFC2 3
RPA4 5
RNASEH1 1
RFC5 3
FEN1 3
RFC3 3
DNA2 1
SSBP1 3
PCNA 8
MCM7 2
MCM6 2
RPA3 5
RNASEH2B 1
MCM5 2
DDX42 1
PCBP1 2
SNW1 4
ISY1-RAB43 1
SNRPF 1
SNRPC 1
SF3B1 1
BCAS2 1
PRPF3 1
SNRNP40 1
PRPF4 1
EFTUD2 1
SART1 1
BUD31 1
DDX23 1
SRSF9 2
DHX38 1
PRPF38A 1
SNRPE 1
RBM17 1
SNRPD3 2
AQR 1
SNRPD2 1
PRPF18 1
SNRPD1 2
SRSF3 2
SRSF4 2
SRSF2 2
SRSF1 3
SRSF5 2
PHF5A 1
PPIL1 1
ISY1 1
CDC5L 1
SF3B6 1
SRSF6 2
SRSF7 2
CWC15 1
DDX46 1
CDC40 1
RP9 1
DHX16 1
CRNKL1 1
RBM25 1
HSPA1A 13
HNRNPU 1
HNRNPK 4
TRA2B 1
SF3B5 1
HNRNPC 1
XAB2 1
HSPA1B 12
HNRNPA1 1
SNRPA 1
SNRNP70 1
HSPA2 12
U2SURP 1
CTNNBL1 1
HSPA1L 12
SNRNP200 1
PRPF19 2
SF3A2 1
TRA2A 1
SMNDC1 1
SF3A1 1
SNRPB2 1
RBMXL1 1
U2AF1L5 2
PUF60 1
PLRG1 1
SF3B4 1
CHERP 1
SNRPG 1
DHX15 1
PRPF40B 1
PQBP1 1
U2AF1L4 2
PPIH 1
PRPF6 1
HNRNPA3 1
PPIE 1
SRSF10 1
USP39 1
SYF2 1
PRPF38B 1
PRPF8 1
SLU7 1
U2AF1 2
DHX8 1
DDX5 3
SNRPB 2
ZMAT2 1
HNRNPM 1
TXNL4A 1
PRPF31 1
HSPA8 12
CCDC12 1
SNRPA1 1
HNRNPA1L2 1
PRPF40A 1
SRSF8 2
SF3A3 1
TCERG1 1
RBMXL3 1
U2AF2 1
SNRNP27 1
RBM22 1
HSPA6 12
RBMXL2 1
SF3B2 1
RBMX 1
SF3B3 1
WBP11 1
PSMD11 2
PSMD8 2
PSMD7 2
PSMD4 2
PSMD3 2
PSMB7 1
PSMB8 1
PSMB6 1
PSMB9 1
PSMB5 1
PSMB4 1
PSMB10 1
PSMD6 2
PSMC1 4
PSMB3 1
PSMD13 2
PSME4 1
PSMD2 2
POMP 1
IFNG 33
PSMA8 1
PSMD12 2
PSMB11 1
PSMA1 1
PSMD1 2
PSMA2 1
ADRM1 2
PSMF1 1
PSMB2 1
PSMC3 2
PSMC2 2
SEM1 3
PSMA7 1
PSMB1 1
PSMA6 1
PSME2 2
PSMA5 1
PSMC4 2
PSMC5 2
PSMA4 1
PSMC6 2
PSME1 2
PSMD14 2
PSMA3 1
PSME3 3
SPCS2 1
SEC11C 1
IMMP2L 1
SRPRA 1
OXA1L 1
HSPA5 5
SEC62 2
SEC61A1 4
SPCS1 1
SRPRB 1
SEC61G 4
SEC61A2 4
SRP9 1
SEC63 2
IMMP1L 1
SPCS3 1
SEC11A 1
SEC61B 4
SRP14 1
SRP72 1
SRP19 1
SRP54 1
SRP68 1
ILK 5
APOC3 2
RXRG 11
RXRB 11
RXRA 15
PLIN4 1
PPARG 9
UBC 1
PPARD 4
PPARA 7
UCP1 4
PLTP 2
SORBS1 3
APOA2 2
NR1H3 4
SLC27A4 3
SLC27A1 2
APOA1 5
SLC27A2 3
MMP1 6
PLIN2 1
APOA5 1
PLIN5 1
SLC27A6 2
CD36 10
OLR1 2
DBI 1
ANGPTL4 2
ADIPOQ 6
FABP4 2
FABP1 2
PLIN1 4
FABP7 1
FABP6 1
FABP5 1
FABP2 2
FABP3 1
AQP7 2
POLB 3
PARP4 3
NTHL1 1
OGG1 1
MUTYH 1
NEIL2 1
NEIL1 1
PARP1 4
PARP3 3
MBD4 1
APEX2 1
UNG 2
PARP2 3
POLL 2
HMGB1 3
APEX1 1
LIG3 1
TDG 1
NEIL3 1
MPG 1
SMUG1 1
XRCC1 1
RBX1 12
RAD23A 2
DDB2 19
DDB1 5
ERCC8 2
RAD23B 2
ERCC4 2
BIVM-ERCC5 1
CUL4B 3
CETN2 1
CUL4A 3
XPC 1
ERCC5 1
ERCC6 1
EXO1 1
MLH3 1
PMS2 2
PALB2 2
BRCC3 2
XRCC3 1
MUS81 2
XRCC2 1
TOP3A 2
BARD1 1
BRIP1 2
RAD50 3
ABRAXAS1 1
BRCA2 5
TOPBP1 1
RAD54L 1
RAD54B 1
BLM 2
BABAM2 1
MRE11 3
TOP3B 2
BABAM1 1
EME1 2
RAD51 4
RAD51C 2
NBN 2
RBBP8 1
RAD52 1
RAD51B 1
UIMC1 1
SYCP3 1
RAD51D 1
PRKDC 2
LIG4 1
POLM 1
XRCC5 1
NHEJ1 1
DNTT 2
DCLRE1C 2
XRCC6 1
XRCC4 1
TELO2 2
FANCM 1
WDR48 1
FANCI 1
ATR 7
SLX1B 1
USP1 1
SLX1A 1
FANCL 2
CENPS-CORT 1
REV1 1
RMI1 1
POLK 16
CENPS 1
POLI 1
RMI2 1
EME2 1
FAAP100 1
SLX4 1
HES1 6
ATRIP 1
POLN 1
CENPX 1
FANCA 1
UBE2T 1
FANCC 1
FANCD2 1
FAN1 1
FAAP24 1
FANCB 1
FANCG 1
FANCF 1
FANCE 1
CACNA2D4 7
MAP4K4 1
TAOK2 1
CD14 13
MAPK8IP1 1
MAPKAPK2 7
RPS6KA5 8
CACNA2D2 7
CDC25B 4
LAMTOR3 2
CACNB4 7
MAP3K6 1
FGF19 9
TRADD 17
MAP3K12 1
MKNK1 3
FGF17 9
FGF18 9
RAP1A 14
ECSIT 1
TGFB2 30
RAC3 22
ANGPT4 5
IRAK4 13
RAC1 43
CACNA1H 6
PAK2 9
PTPN5 1
VEGFC 9
RAP1B 13
PAK1 17
MAP4K2 1
RAC2 25
RASA2 3
NTRK1 10
PTPRR 1
NLK 4
GADD45B 22
RASA1 3
MYD88 18
NTRK2 5
MYC 31
MAP3K20 1
TGFB1 33
VEGFB 8
CACNA1C 29
KIT 11
PPM1B 1
NTF4 4
NTF3 4
STMN1 2
MAPT 2
ARRB1 8
MAP2K3 14
PPM1A 1
NGFR 8
STK3 3
HSPB1 4
ARRB2 9
PGF 6
JUND 4
RELB 6
RPS6KA4 2
AREG 5
CACNG6 7
CACNG4 7
PPP3CA 29
MAP3K7 20
CACNG5 7
IRAK1 12
NGF 8
RPS6KA6 8
FGF22 9
GNA12 10
MAX 4
FGF21 10
MEF2C 7
FGF20 9
INSR 20
INS 28
PPP3CB 29
CACNG7 7
RASGRP3 5
MAP2K5 5
CACNA1B 11
CACNA1S 22
CACNB3 7
MRAS 12
PPP3CC 29
TAB2 13
RRAS2 12
FLNA 4
MAPK7 8
KITLG 8
MAP3K11 2
VEGFD 8
NFATC1 20
MAP2K6 17
FLNB 4
CACNG8 7
MAPK8IP3 1
MECOM 3
STK4 5
PPP3R1 28
IGF2 6
ATF4 32
FGFR4 8
FGF1 10
FGF23 10
EREG 4
GNG12 20
NFKB2 10
MAPK8IP2 1
ERBB4 5
ANGPT2 6
ANGPT1 6
FGF3 9
PPP3R2 28
FGF4 9
MAP2K7 17
CACNA1A 14
DUSP8 1
MAP3K1 8
DUSP7 1
CACNA1E 3
RPS6KA3 8
MAPKAPK3 2
DUSP9 2
EFNA1 5
DUSP6 3
DUSP16 1
FLT3 8
FLNC 4
DUSP2 1
ATF2 26
NR4A1 5
DUSP3 1
MAP3K8 4
FGF10 9
TEK 6
TAOK1 1
RASGRP4 3
FGFR1 15
EFNA2 5
DUSP5 1
NFATC3 16
RASGRF2 2
PPP5C 1
PTPN7 1
CACNA1G 7
DUSP4 1
RASGRF1 3
CRKL 17
CRK 17
MAP4K1 1
ELK4 3
DUSP10 1
IL1RAP 4
FGF5 9
CSF1R 10
ELK1 16
MAP3K14 11
MAP3K2 3
RPS6KA1 8
CDC42 29
CSF1 9
TAB1 11
FLT4 7
EPHA2 5
GADD45G 21
MAP3K4 2
FGF6 9
FGF8 9
DAXX 4
IL1A 20
FLT3LG 5
MAP3K3 4
FGF7 9
CACNG3 7
CACNG2 7
EFNA5 5
DDIT3 5
RASGRP2 6
GADD45A 21
MKNK2 3
CACNG1 7
FLT1 8
PPP5D1 1
FGF9 9
RASGRP1 5
EFNA4 5
DUSP1 3
TAOK3 1
MAP3K13 1
SRF 4
EFNA3 6
RPS6KA2 8
CACNA1D 30
CACNA2D3 7
IL1R1 11
RAPGEF2 3
MAP2K4 15
CACNA1F 22
BDNF 8
TGFB3 27
CACNA1I 6
TGFBR1 22
MAP4K3 1
TRAF6 23
FGF16 9
MAPKAPK5 1
TRAF2 22
TGFBR2 21
TNFRSF1A 27
CACNB1 7
CACNB2 7
CACNA2D1 7
RRAS 14
CAMK2A 29
ABL1 11
NCK1 4
BTC 1
NRG4 1
PAK5 8
STAT5B 16
ABL2 3
NRG3 1
STAT5A 15
PAK6 8
CAMK2D 29
CAMK2B 29
PAK3 8
PAK4 9
CBLB 7
BUB1B-PAK6 8
NCK2 4
CAMK2G 29
CBL 8
CALML4 40
GNG10 18
GNGT2 18
ARF6 4
ZAP70 7
GNB1 20
GNG8 18
CALML6 40
GNGT1 19
GNG11 18
CALM1 40
LAT 9
KSR2 1
ETS2 2
GNG3 18
GNG7 19
GNB2 18
RASAL2 1
GNG5 18
ETS1 5
RASA3 1
CALML5 40
PTPN11 15
HTR7 4
TBK1 17
RALBP1 3
RHOA 37
GRIN2B 16
GNB5 18
CALM3 40
RGL1 1
GNG4 18
GNB3 19
RASAL1 1
RASSF5 6
BRAP 1
CALML3 40
RASAL3 1
GAB2 7
RAB5A 7
RAB5B 6
RAB5C 6
RAPGEF5 2
EXOC2 1
FOXO4 2
AFDN 6
GNG13 20
REL 3
GNB4 18
TIAM1 7
RASA4 1
GNG2 18
RIN1 1
CALM2 40
GRIN1 15
KSR1 3
RASA4B 1
GRIN2A 16
RALB 6
RGL2 1
RASSF1 7
SHOC2 1
PLA1A 1
RALGDS 7
SYNGAP1 1
RALA 6
F2RL3 5
ARAP3 3
FYB1 1
SKAP1 1
FPR1 3
PRKD3 2
RAPGEF4 6
F2R 10
PARD6A 6
RAPGEF1 5
BCAR1 7
DOCK4 1
RAPGEF6 2
PARD6B 6
PARD6G 6
PRKD1 2
ACTG1 26
TLN1 4
VASP 7
PRKCI 7
TLN2 4
VAV2 12
APBB1IP 2
PRKCZ 15
PFN4 4
ITGB3 18
ITGB2 18
ITGAM 15
LPAR4 6
THBS1 12
ITGB1 24
ADORA2A 7
PRKD2 2
LPAR3 5
LCP2 6
ADORA2B 5
CNR1 4
ITGA2B 14
ITGAL 11
CTNND1 3
CTNNB1 28
ACTB 27
RAP1GAP 1
GNAI1 39
LPAR5 5
MAGI2 2
LPAR2 6
PFN3 4
SIPA1L2 1
ID1 4
GNAI2 39
P2RY1 4
GNAI3 39
RAPGEF3 7
PFN1 4
PFN2 4
GNAO1 19
PARD3 9
MAGI1 4
RGS14 1
FARP2 2
GNAQ 42
KRIT1 1
LPAR1 7
CDH1 13
SIPA1L3 1
SIPA1L1 1
SIPA1 2
MAGI3 1
DRD2 8
DRD5 4
GRPR 2
P2RX4 2
P2RX6 2
MCU 3
MYLK3 9
MYLK2 9
CCKAR 4
ORAI2 1
GNA14 3
CCKBR 3
CXCR4 11
ORAI3 1
TACR3 2
TNNC2 1
TBXA2R 3
STIM1 2
TNNC1 5
PTAFR 3
CYSLTR2 2
ORAI1 8
TACR2 2
TACR1 3
TRHR 2
SLC8A3 5
SLC25A31 7
PLN 6
SLC8A1 12
AVPR1A 4
SLC8A2 5
PHKG2 3
AVPR1B 4
GRM5 8
PHKG1 3
P2RX1 3
GRM1 11
VDAC1 10
P2RX3 3
SLC25A4 7
PHKB 3
GRIN2D 12
PTGFR 3
HTR2A 5
HRH2 3
HRH1 3
EDNRB 6
PTK2B 9
STIM2 1
ATP2B2 7
HTR2B 5
ATP2B1 9
EDNRA 7
CHRNA7 5
GRIN2C 12
CHRM5 4
HTR2C 5
ATP2A1 4
RYR1 5
ATP2A3 4
HTR4 4
CHRM2 6
BDKRB1 6
CHRM1 6
HTR6 4
CAMK4 12
ADRA1D 6
ADRA1B 6
ATP2A2 11
CHRM3 9
BDKRB2 10
HTR5A 3
PHKA1 3
MYLK4 9
VDAC2 10
ADRB2 8
MYLK 9
ADRB1 10
CYSLTR1 2
PHKA2 3
ADRA1A 7
RYR3 6
ITPR1 41
LHCGR 4
GNAL 6
ITPR3 41
RYR2 12
ITPR2 38
VDAC3 12
GNA15 4
P2RX5 2
PTGER1 4
OXTR 4
LTB4R2 2
ADRB3 7
ATP2B4 7
SLC25A5 7
PPIF 5
PTGER3 6
NTSR1 2
GNA11 17
P2RX2 3
P2RX7 3
SLC25A6 8
AGTR1 14
ATP2B3 7
DRD1 10
ATP1B2 18
NFATC4 11
TRPC6 2
ATP1B1 18
KCNMB1 3
PRKG2 10
KCNJ8 1
KCNMA1 6
ATP1A3 18
ATP1A4 18
NPPB 1
KCNMB4 3
OPRD1 3
ADRA2C 2
ROCK2 19
ATP1A2 18
ADRA2B 2
ATP1A1 18
ATP1B4 18
NFATC2 18
ADRA2A 2
PRKG1 10
PIK3R5 11
PRKCE 12
KCNMB3 3
CREB3L4 31
CREB5 30
GATA4 4
PIK3R6 11
BORCS8-MEF2B 2
CREB3L1 31
MEF2A 4
CREB1 39
KCNU1 3
MEF2D 3
ATF6B 21
IRS1 17
IRS2 13
ADORA3 3
RGS2 3
ADORA1 7
MEF2B 2
ROCK1 20
CREB3L3 31
KCNMB2 3
MYH7 6
GNA13 11
ATP1B3 18
CREB3L2 31
PPP1R12A 8
MYL9 8
CREB3 31
CNGB1 4
FXYD2 16
MRVI1 2
CNGA1 3
IRS4 10
VAV1 10
CNGB3 1
HCN2 1
PPP1R1B 5
FXYD1 1
TSHR 5
NFKBIA 41
MC2R 5
NPY 4
GHSR 2
GABBR2 6
TNNI3 5
GPR119 2
SSTR5 2
CREBBP 27
HTR1A 4
GRIA4 8
HTR1E 4
HHIP 4
GRIA2 12
HCAR3 1
CNGA4 2
HTR1B 4
PTCH1 6
GRIA3 10
PTGER2 6
CNGA3 2
LIPE 7
GLI1 4
VIPR2 2
SSTR2 3
GABBR1 6
FSHR 3
FSHB 4
HCN4 2
VAV3 10
GLP1R 3
SUCNR1 1
SSTR1 2
HCAR2 1
GLI3 4
GRIN3B 7
GRIN3A 7
SOX9 1
NPY1R 3
HTR1F 4
ADCYAP1R1 5
FFAR2 1
GHRL 1
SLC9A1 11
EP300 27
HTR1D 4
GIPR 2
HCAR1 1
AMH 4
GRIA1 11
CNGA2 2
TNFSF15 1
CD27 1
ACVRL1 1
TNFRSF8 1
ACVR2B 4
IL32 1
TNFSF8 1
BMP15 2
ACVR2A 4
TNFRSF10B 7
IL27RA 3
CD4 9
TNFRSF10C 1
TNFRSF10A 6
TNFRSF18 1
IL17RC 2
IL18RAP 2
IL1RL2 1
CD70 1
TNFRSF10D 1
IL1F10 1
TNFRSF11A 5
XCL2 2
BMPR2 7
BMPR1B 6
CD40 16
TNFRSF6B 1
BMPR1A 5
CD40LG 13
TNFRSF14 2
TNFSF9 1
GDF3 1
IL18R1 3
BMP8B 4
ACVR1 4
BMP7 4
THPO 3
TNFSF10 7
BMP6 4
BMP5 3
IL33 4
TNFSF13 3
CCL4L2 7
BMP2 5
CCL25 3
TNFRSF1B 5
BMP3 1
CCL24 2
BMP4 8
TNFSF4 1
CCL23 2
ACVR1B 3
TNFSF12 1
PRL 5
GDF5 3
IL26 1
IL36G 1
CCL20 5
CXCL5 6
IL17RB 2
CCL28 3
OSMR 3
TNFRSF19 1
XCL1 2
ACKR3 1
IL20RB 2
CCL18 2
CCL19 3
OSM 3
PPBP 2
TSLP 2
TNFRSF11B 2
IFNK 3
GDF15 1
NODAL 3
IL1R2 7
CXCL12 10
IL22RA1 2
IL21R 4
IL20 2
CXCL16 2
IL22 4
IL21 4
CX3CL1 4
CXCL9 3
CCL16 2
TNFSF11 7
IL31 1
TNFRSF12A 1
CCL17 4
MPL 2
CXCL10 8
TNFSF14 3
CCL4L1 7
INHBC 3
IL20RA 2
GDF6 3
INHBB 3
LIF 4
PF4V1 2
EDA2R 1
CXCR5 2
CCL15 2
IL17A 5
CCL1 2
IL12RB1 6
TNFRSF17 2
CCL14 2
IL12B 22
LEPR 6
IL18 11
CRLF2 2
IL12A 22
INHBA 3
IL11 4
CCL2 13
LEP 6
TNFRSF4 1
IL17D 5
IL11RA 3
INHA 1
IL5RA 4
IL6ST 7
CXCL14 2
IL5 13
IL7 5
TNFRSF9 1
LIFR 3
CCL11 4
IL16 1
CXCL8 28
LTA 6
IL4 17
CCL3 7
TNFRSF25 1
IL3RA 6
CCL13 3
IL7R 7
PF4 2
BMP8A 4
IL4R 8
CCR2 2
IFNW1 3
IL13 9
IL12RB2 5
IL10RB 6
IFNGR2 18
IL1RN 1
IL13RA1 3
TNFSF18 1
IFNA7 21
CCL3L3 7
IL10RA 6
IFNA6 21
IFNGR1 19
CCL3L1 7
ACKR4 1
IFNA5 21
IFNA8 21
IL3 10
IFNA10 21
IFNA4 21
IFNA14 21
IL2RG 11
IL25 2
LTB 3
CCL4 7
CCL8 2
IFNL2 2
IFNA13 21
IFNA1 21
CCR10 3
IL15RA 5
CXCR1 5
IFNA2 21
IL9 3
BMP10 1
IFNB1 22
IFNL3 2
TNFRSF21 1
IL10 21
XCR1 2
IFNAR2 15
CCL5 13
CXCL11 3
IL17B 2
RELT 1
IL2 17
IFNL1 2
MSTN 1
GDF2 1
CCL22 3
INHBE 3
IL1RL1 1
IL34 1
CTF1 2
IL23R 5
CSH2 4
IL36A 1
CSH1 4
IL17C 2
GDF7 4
CXCR3 2
PRLR 5
IL2RA 10
CSF3R 5
IL37 1
IFNAR1 16
CSF3 6
IL9R 3
CX3CR1 2
CSF2RA 4
LTBR 6
IFNLR1 2
CXCL17 1
CSF2RB 4
CXCL3 8
CNTF 2
GH2 4
CNTFR 2
CCR7 2
CXCR6 2
IL17RA 2
GH1 4
CXCL13 2
CCR8 4
IFNA16 21
TNFSF13B 4
CCR9 3
CCL27 2
CCL26 2
IL2RB 10
IL27 1
CLCF1 1
IL15 8
TNFRSF13B 3
ACVR1C 3
IL36B 1
EPOR 5
AMHR2 2
CXCL1 11
IFNA21 21
IL31RA 1
CXCR2 6
IFNA17 21
EPO 6
IL23A 9
GDF11 1
CXCL2 9
IL17RE 2
CCR4 4
TNFRSF13C 5
CCR5 8
IL19 2
GDF10 1
CXCL6 5
GDF9 1
IL17F 4
CCR6 2
IL24 2
IL36RN 1
EDAR 1
IFNE 3
CSF2 15
CCL7 3
GHR 4
IL13RA2 2
EDA 1
CCL21 3
CCR3 5
GDF1 1
CCR1 4
NFKBIB 17
HCK 3
STAT1 25
GRK7 3
GSK3A 3
ITK 3
PXN 11
PREX1 2
GRK6 3
NCF1 7
FGR 2
STAT2 14
GRK4 3
GRK5 3
GRK2 6
ELMO1 3
GRK1 3
JAK3 14
WAS 11
LYN 11
DOCK2 2
WASL 11
GRK3 6
PRKCD 13
BCL10 5
CFLAR 6
TNFAIP3 7
TRAF5 12
PIDD1 3
TRAF3 14
BTK 6
TRAF1 9
TLR4 24
PLAU 6
TAB3 4
PRKCQ 10
MALT1 5
RIPK1 12
DDX58 9
BCL2A1 4
LY96 5
TIRAP 5
CARD14 1
BLNK 4
CARD10 1
CARD11 3
TRIM25 3
LCK 8
ICAM1 16
TICAM2 5
LBP 4
VCAM1 9
PIAS4 4
ERC1 1
TICAM1 12
SYK 14
VHL 4
PDK1 3
TFRC 5
EGLN1 3
TIMP1 1
CUL2 4
NPPA 1
SERPINE1 8
CYBB 8
EDN1 6
ELOC 5
HIF1A 11
SLC2A1 11
EGLN2 3
TF 3
EGLN3 3
ELOB 5
ARNT 5
HOMER1 2
SGK1 4
PRKAB2 15
PRKAG1 15
PRKAA1 19
S1PR4 3
CCNB3 5
USP7 4
SMAD4 18
PRKAA2 19
FBXO25 1
PRKAB1 15
SMAD3 23
S1PR1 3
RAG2 2
PLK4 1
RBL2 6
PRKAG2 15
GABARAPL2 8
CDKN2D 2
RAG1 2
HOMER2 2
BNIP3 4
KLF2 3
SLC2A4 6
HOMER3 2
SOD2 5
CSNK1E 6
PLK2 1
CDKN2B 10
ATG12 5
CDK2 18
FOXG1 1
CCNB2 8
TPTEP2-CSNK1E 6
CCNG2 2
SIRT1 8
FBXO32 1
PRMT1 2
PLK1 4
PRKAG3 15
CCNB1 7
AGAP2 2
GABARAPL1 8
SGK3 2
FOXO6 1
SGK2 2
FOXO1 14
CCND2 18
STK11 8
C8orf44-SGK3 2
BCL6 2
SKP2 9
SMAD2 21
GABARAP 8
PLK3 3
IP6K2 1
IP6K3 1
PIP4P1 1
IP6K1 1
PIP4P2 1
PPIP5K2 1
PPIP5K1 1
CTSD 6
S1PR5 2
S1PR2 2
S1PR3 2
NSMAF 1
FCER1A 4
FYN 15
FCER1G 8
MS4A2 4
CYTH3 2
AVP 2
AVPR2 3
TSC2 14
DNM2 6
TSC1 12
RHEB 13
ARF1 4
DNM1 5
GRM8 3
GRM3 4
GRM4 4
GRM2 4
GRM7 3
CYTH1 2
CYTH2 2
DNM3 5
LPAR6 4
CYTH4 2
GRM6 3
P2RY13 1
C3AR1 3
RXFP1 2
THRB 2
GABRQ 5
SCTR 3
P2RY11 1
THRA 2
OPRK1 1
NPY5R 1
PLG 4
NPFFR1 1
RXFP3 2
RXFP4 2
NPY4R 1
CHRNA9 1
TSPO 3
GZMA 1
HCRTR1 1
NPY2R 1
NMUR2 1
HCRTR2 1
OPRL1 1
PRSS3 4
MTNR1A 2
SSTR3 1
SSTR4 1
MTNR1B 2
GRID2 2
NMBR 1
GRID1 1
OPRM1 3
TAAR6 1
CHRNA10 1
MC3R 1
GLRA1 1
GLRB 1
GLRA2 1
GNRHR 2
NR3C1 1
MC4R 1
PRSS2 4
P2RY10 1
NPBWR2 1
UTS2R 1
MC5R 1
GPR50 1
BRS3 1
NPBWR1 1
TRPV1 2
CALCR 2
GABRD 5
GABRB3 6
GLRA3 1
GHRHR 1
GABRE 5
PRSS1 4
DRD3 2
GABRG1 5
DRD4 2
GPR156 1
GABRB2 6
GRIK1 2
GABRG2 5
GABRA6 6
C5AR1 3
P2RY6 1
LHB 4
GABRB1 6
PTGIR 3
GABRG3 5
GRIK2 2
GRIK3 2
AGTR2 3
CTSG 5
APLNR 2
CHRNB2 3
GRIK5 2
CHRNB3 1
GABRA1 6
GABRR3 5
F2 3
NPFFR2 1
GABRA3 6
HRH3 1
CGA 7
P2RY4 2
PTGER4 6
P2RY8 1
MLNR 1
GABRR2 5
GABRR1 5
GPR83 1
CHRNA5 1
GABRA2 6
MAS1 2
CHRNB4 2
CHRNB1 1
GALR1 1
CRHR2 2
CRHR1 3
CALCRL 2
GPR35 1
NMUR1 1
F2RL2 2
NPY4R2 1
CHRND 1
P2RY2 2
CHRNG 1
MCHR1 1
CHRNE 1
GCGR 2
F2RL1 3
CHRNA2 1
MCHR2 1
CHRNA4 3
CHRNA1 1
CHRNA3 2
CHRM4 3
GABRA4 6
GABRP 5
GABRA5 6
TAAR8 1
CNR2 1
LTB4R 1
FPR2 2
MC1R 2
TAAR9 1
TAAR2 1
NTSR2 1
TAAR1 1
PRLHR 1
GRIK4 2
FPR3 2
RXFP2 2
GALR2 1
GALR3 1
TAAR5 1
CHRNA6 3
KISS1R 1
PTH1R 3
PTGDR 1
VIPR1 1
HRH4 1
P2RY14 1
PTH2R 1
TSHB 4
GLP2R 1
SKP1 10
CDK1 10
CCND3 13
CDK6 21
ANAPC1 5
ANAPC13 4
SMC1B 2
PTTG1 3
SFN 3
STAG1 1
CCNE1 15
CDKN1C 1
RBL1 5
PTTG2 3
ORC6 1
TTK 1
ESPL1 2
STAG2 1
WEE1 2
E2F5 3
DBF4 1
CDC20 5
CCNA2 8
YWHAB 7
CDC27 5
BUB3 2
CCNE2 15
CUL1 11
PKMYT1 3
MAD1L1 3
SMC3 2
CDC45 1
ZBTB17 4
TFDP2 1
CDC14A 1
SMC1A 2
CDC7 1
CDC25C 5
FZR1 3
CDC14B 1
BUB1 3
BUB1B 2
ORC5 1
TFDP1 2
CDC25A 4
YWHAG 6
MAD2L1 4
YWHAH 6
HDAC2 12
ANAPC11 5
HDAC1 14
YWHAZ 8
ORC2 1
ANAPC5 6
ANAPC7 5
ORC4 1
WEE2 2
ORC1 1
CDC16 5
ANAPC2 5
ANAPC4 5
CDC23 5
CHEK2 4
CHEK1 6
CCNA1 11
RAD21 1
YWHAE 7
E2F4 3
YWHAQ 8
ORC3 1
ANAPC10 5
CDC26 5
MAD2L2 5
CDC6 1
CPEB2 2
SPDYE2 2
SPDYE3 2
MOS 3
SLK 1
PGR 4
SPDYA 2
FBXW11 9
CPEB3 2
SPDYE4 2
SPDYE5 2
SGO1 1
SPDYE17 2
SPDYC 2
SPDYE16 2
CPEB4 2
SPDYE6 2
AR 3
AURKA 2
CPEB1 2
SPDYE2B 2
SPDYE18 2
SPDYE11 2
STAG3 1
FBXO43 1
SPDYE1 2
REC8 1
BTRC 9
FBXO5 1
IGFBP3 3
SESN2 3
ZMAT3 1
SIAH1 3
PERP 1
TP73 4
GTSE1 1
COP1 2
SHISA5 1
SERPINB5 2
EI24 1
STEAP3 2
GORAB 1
CCNG1 2
TP53AIP1 2
SIVA1 1
SESN1 2
RCHY1 3
SESN3 2
AIFM2 1
ADGRB1 1
PPM1D 1
CD82 1
RPRM 1
MDM4 2
TP53I3 1
CUL7 1
UBE2A 1
BIRC6 2
UBE2B 1
SMURF1 4
PIAS2 2
KLHL9 1
UBE2D1 2
UBE2Q1 1
CDC34 2
UBE2M 1
UBE2D2 3
FBXW7 1
UBA3 1
UBE2D3 2
UBE2O 1
UBA6 1
UBE2W 1
UBE2Q2 1
HERC1 1
UBE3B 1
UBE2D4 2
SMURF2 4
MID1 1
UBE4A 1
TRIP12 1
UBE2G1 3
PML 7
UBE2R2 2
SOCS3 13
UBE2L3 2
UBE2G2 3
HERC2 1
DET1 1
NHLRC1 1
UBE2NL 1
UBE2H 1
HERC4 1
PPIL2 1
RNF7 2
FBXO2 2
CBLC 2
UBE2S 1
RHOBTB2 1
BIRC8 5
UBE2N 1
FBXO4 1
UBE3A 3
UBE3C 1
UBE2C 1
UBE2J1 3
HERC3 1
WWP1 2
KEAP1 4
NEDD4L 4
BIRC7 5
FBXW8 1
MGRN1 1
UBE2Z 1
WWP2 1
CUL5 2
RHOBTB1 1
UBE2E3 1
UBE2J2 3
PIAS3 2
ITCH 4
TRIM37 1
SYVN1 2
NEDD4 4
SOCS1 8
PIAS1 3
UBR5 1
TRIM32 1
UBOX5 1
UBE2L6 2
KLHL13 1
UBE2F 1
PRKN 4
AIRE 2
UBE2E1 1
UBE4B 2
HUWE1 1
UBA7 2
STUB1 2
UBE2QL1 1
UBE2U 1
UBE2E2 1
UBA2 1
SAE1 1
UBE2K 1
UBA1 2
CUL3 2
CTU2 1
URM1 1
MOCS3 1
CTU1 1
STX1B 2
VAMP3 2
SNAP29 2
SNAP23 2
STX10 1
STX11 1
STX8 1
GOSR1 1
STX16 1
STX7 2
STX17 2
GOSR2 1
VAMP8 3
STX18 2
SEC22B 3
VAMP4 1
BET1L 1
STX19 1
STX2 2
BNIP1 1
USE1 1
VAMP7 1
VAMP2 5
STX1A 4
VTI1A 1
VAMP5 1
STX3 2
YKT6 1
STX4 2
STX5 1
VTI1B 1
BET1 1
STX6 1
VAMP1 1
BECN1 6
ATG5 9
ATG4D 2
ATG4C 2
ATG10 2
ULK2 3
ATG101 3
PIK3R4 3
ATG9B 3
WIPI2 2
MLST8 5
ATG3 3
ATG9A 3
ATG13 3
RPTOR 10
ATG2B 2
IGBP1 2
ATG4B 2
ATG7 3
WIPI1 2
ATG4A 2
ATG2A 2
BECN2 6
ATG16L1 3
USP30 1
ULK1 5
SQSTM1 5
TBC1D17 1
TFEB 1
TAX1BP1 1
EIF2AK3 11
AMBRA1 2
RHOT1 1
RAB7A 7
RHOT2 1
TOMM7 1
PGAM5 3
MFN1 2
FIS1 1
MITF 6
TBC1D15 1
PINK1 2
NBR1 1
RAB7B 5
CALCOCO2 1
OPTN 1
CITED2 1
BNIP3L 1
MFN2 2
FUNDC1 1
USP15 1
UBB 4
TFE3 3
BCL2L13 2
USP8 3
RAB33B 1
VMP1 1
SUPT20H 1
DAPK2 3
PRAP1 1
UVRAG 1
ATG16L2 1
ATG14 2
LAMP1 4
RRAGD 2
RUBCN 1
CTSB 6
LAMP2 4
DDIT4 4
DAPK1 3
EIF2AK4 7
ZFYVE1 1
CAMKK2 6
CTSL 8
RRAGA 2
DEPTOR 2
DAPK3 3
SH3GLB1 2
RRAGB 2
AKT1S1 6
RB1CC1 2
RRAGC 2
ERN1 5
NRBF2 1
TP53INP2 1
SEL1L 1
RRBP1 1
DNAJC5 1
EDEM3 1
BAG2 1
DNAJC1 1
SIL1 1
RNF5 1
PDIA4 3
LMAN1L 1
DERL1 2
SEL1L2 1
SSR1 1
SSR2 1
EDEM1 1
SEC24C 1
NSFL1C 1
SAR1B 2
UBXN6 1
PLAA 1
PRKCSH 1
NGLY1 1
TXNDC5 1
CALR 7
SELENOS 1
EIF2AK2 10
HSP90AA1 12
DNAJA1 1
ATXN3L 1
HSP90AB1 12
DNAJB2 1
UGGT2 1
ERO1A 2
LMAN1 1
DNAJC3 2
ERO1B 1
CAPN1 5
TRAM1 1
RNF185 1
SAR1A 2
NPLOC4 1
CANX 5
UBQLN2 1
ATF6 2
EDEM2 1
UBQLN1 1
DNAJB1 2
DERL2 1
BAG1 1
DERL3 1
PPP1R15A 1
SEC31A 1
SSR4 1
LMAN2 1
MBTPS1 1
MBTPS2 1
PREB 1
HSPBP1 1
CAPN2 6
OS9 1
HSPA4L 1
DNAJC5G 1
HSPH1 1
HSP90B1 8
YOD1 1
SEC24D 1
SEC23B 1
XBP1 3
HYOU1 1
SEC23A 1
DNAJB12 1
ERLEC1 1
ATXN3 1
EIF2AK1 6
WFS1 1
UBQLN4 1
CRYAA 1
UGGT1 1
SSR3 1
CRYAB 2
DNAJC10 1
DNAJA2 1
NFE2L2 4
AMFR 1
MARCH6 1
SEC24B 1
FBXO6 1
SEC31B 1
P4HB 1
HERPUD1 1
DNAJB11 1
SVIP 1
CRYAA2 1
UBQLN3 1
BCAP31 2
ERP29 1
PDIA3 4
CKAP4 1
DNAJC5B 1
PDIA6 1
CASP12 7
SEC24A 1
VCP 2
UFD1 1
CTSH 2
CD164 1
AP4S1 1
CTSK 5
AP1S1 2
AP3S1 1
CTSA 2
SUMF1 1
AP3M2 1
LAPTM4B 1
CTSF 2
TPP1 1
CTSE 1
AP3B1 1
MFSD8 1
CLN3 1
GM2A 1
CTNS 1
CLN5 1
LGMN 2
GNPTG 1
CTSC 2
AP1M2 2
CD63 2
LAPTM4A 1
AP1S2 2
NPC2 2
AP4B1 1
CTSV 2
LAPTM5 1
PSAPL1 1
SLC11A1 1
GNPTAB 1
SORT1 3
AP3B2 1
DNASE2B 1
CLTCL1 6
MCOLN1 1
PSAP 1
SCARB2 1
AP3D1 1
NAPSA 1
NAGPA 1
CD68 1
LAMP3 1
AP3M1 1
LITAF 1
SLC11A2 3
GGA1 1
DNASE2 1
AP4M1 1
M6PR 2
AP1G1 2
SLC17A5 1
NPC1 2
AP1B1 2
AP4E1 1
CTSS 5
CTSO 2
AP1G2 2
GGA3 1
AP1S3 2
CTSW 2
CLTC 6
AP1M1 2
IGF2R 2
CLTB 6
GGA2 1
AP3S2 1
CLTA 6
ARSG 1
CTSZ 2
WASHC1 1
STAMBP 1
AP2B1 4
ARFGEF1 1
CAPZA2 1
HLA-E 19
HLA-G 19
MVB12A 1
IQSEC1 1
CAPZA3 1
CHMP7 2
VPS26A 1
CAV3 5
RAB11B 3
CHMP4C 2
CAV1 6
CAV2 5
ARPC5L 7
ZFYVE9 2
SMAP2 1
SNX1 1
WASHC5 1
SH3GL3 1
SNX2 1
SH3GL2 1
SNX4 1
SH3GL1 1
WIPF3 1
SNX3 1
GBF1 1
RAB11FIP4 1
DNAJC6 1
RAB11A 4
GIT2 1
RBSN 1
TSG101 1
PSD2 1
IST1 1
VPS25 1
ARFGAP2 1
ARFGAP1 1
SMAP1 1
CHMP1A 2
VPS28 1
CHMP5 2
ASAP1 2
RAB4A 1
KIF5C 2
WIPF1 1
KIF5B 2
EEA1 3
ZFYVE16 2
KIF5A 2
SPG21 1
ASAP2 2
ARF3 1
WASHC3 1
VPS36 1
PSD3 1
CHMP6 2
VPS37B 1
CAPZB 1
ACAP2 1
EPN2 1
EHD4 1
RAB11FIP3 1
VPS29 1
SNX32 1
CHMP2B 2
AP2A1 4
EPS15L1 1
SPART 1
WASHC2C 1
IQSEC2 1
CHMP3 2
EHD3 1
VPS37D 1
RAB11FIP1 1
WASHC4 1
RABEP1 1
SH3KBP1 1
PSD4 1
EHD2 1
CHMP1B 2
HLA-A 19
WIPF2 1
HLA-B 19
AGAP1 1
RAB11FIP2 1
RAB22A 1
ARAP1 1
AGAP3 1
ARAP2 1
AP2M1 4
RAB8A 4
ACAP3 1
ZFYVE27 1
EPN1 1
ARFGAP3 1
STAM2 2
LDLR 9
SH3GLB2 1
SNF8 1
EPS15 1
RNF41 1
AP2S1 4
VPS26B 1
RAB11FIP5 1
ARPC2 7
SNX12 1
HGS 2
LDLRAP1 2
ARPC1B 7
VPS45 1
EPN3 1
GIT1 3
PSD 1
VPS37A 1
ARPC3 7
DAB2 1
ARPC1A 7
ARFGEF2 1
ARPC5 7
RUFY1 1
ARPC4 7
CHMP4A 2
WASHC2A 1
RNF103-CHMP3 2
SNX5 1
VPS37C 1
AP2A2 4
ASAP3 2
AMPH 2
VPS4A 2
VPS35 1
CAPZA1 1
STAM 2
BIN1 2
CHMP2A 2
ARF5 1
VPS4B 2
RAB31 1
RAB35 1
RAB10 2
PDCD6IP 1
IQSEC3 1
MVB12B 1
HLA-C 19
CHMP4B 2
HLA-F 18
ACAP1 1
SNX6 1
EHD1 1
VTA1 1
TUBB6 3
TUBA1C 5
RILP 2
MARCO 1
TUBB1 3
FCGR2C 5
THBS4 6
COLEC12 1
TUBAL3 5
DYNC2H1 3
COLEC11 1
CD209 4
ITGB5 10
TUBA4A 5
FCGR3B 7
HLA-DPA1 24
DYNC1I1 3
DYNC1LI1 3
C1R 5
DYNC1H1 3
PLA2R1 2
HLA-DOA 23
HLA-DOB 23
SFTPA1 2
C3 12
ITGAV 16
HLA-DMB 23
CYBA 6
STX12 1
HLA-DMA 23
TUBA8 5
TLR6 4
TUBA1B 5
HLA-DQA2 24
ITGA5 15
CLEC4M 4
TUBB3 3
HLA-DPB1 24
SCARB1 10
HLA-DQA1 24
TUBA3C 5
TUBB4B 3
CLEC7A 3
TUBB4A 3
ITGA2 14
FCGR3A 8
FCGR2B 7
TUBB2B 3
SFTPD 1
COMP 6
TUBB2A 3
HLA-DRA 24
HLA-DQB1 24
DYNC1I2 3
TUBB8 3
HLA-DRB3 24
SFTPA2 2
HLA-DRB1 24
HLA-DRB4 24
FCGR2A 8
CORO1A 2
TUBA1A 5
HLA-DRB5 24
FCGR1A 10
NCF2 5
THBS2 6
FCAR 2
THBS3 6
MSR1 1
TLR2 17
TUBA3E 5
NCF4 4
MRC2 2
TUBB 3
MRC1 2
MBL2 3
DYNC1LI2 3
TUBA3D 5
PEX3 1
PEX19 1
MPV17L2 1
PEX1 1
PEX6 1
PRDX1 1
PEX11G 1
PRDX5 1
PEX12 1
MPV17L 1
PEX10 1
FAR1 1
PEX11B 1
SLC25A17 1
PEX5L 1
PEX11A 1
PEX7 1
DECR2 1
PEX2 1
HACL1 1
PXMP2 1
FAR2 1
NUDT7 1
CROT 1
PEX5 1
PEX26 1
PAOX 1
MPV17 1
CRAT 1
PEX14 1
PEX13 1
PXMP4 1
PEX16 1
PHYH 1
NUDT19 1
ECH1 1
SOD1 5
WNT9A 14
FZD5 14
DEPDC5 1
TTI1 1
FNIP1 1
FZD8 14
FZD7 14
FZD6 14
FZD9 14
SLC3A2 3
WNT2 14
WDR24 1
LAMTOR2 1
CAB39L 2
GRB10 1
FZD4 14
FZD1 14
DVL3 14
WNT1 14
WNT8B 14
DVL2 14
LAMTOR4 1
FNIP2 1
RNF152 1
MAPKAP1 1
MIOS 1
LRP6 7
FZD10 14
PRR5 1
WNT11 14
WDR59 1
FLCN 2
SLC38A9 1
STRADA 2
FZD3 16
DVL1 14
LAMTOR1 1
WNT10B 14
STRADB 2
LRP5 7
WNT8A 14
WNT10A 14
WNT5B 15
WNT4 16
TBC1D7 1
WNT3A 15
WNT7A 14
WNT16 15
WNT7B 14
NPRL3 1
WNT6 14
CAB39 2
WNT5A 15
SLC7A5 2
RICTOR 1
NPRL2 1
CLIP1 1
WNT3 15
LAMTOR5 2
FZD2 14
WNT9B 14
WNT2B 14
RELN 4
TCL1B 1
ITGB8 9
TNXB 5
MCL1 4
VWF 6
TNR 5
LAMB2 8
FN1 11
MYB 2
CRTC2 5
LAMC1 9
COL6A5 5
ITGA1 9
PKN3 2
PHLPP1 1
TNN 5
LAMB1 8
LAMB3 8
COL9A2 5
ITGA3 11
SPP1 6
PIK3AP1 2
COL9A3 5
ITGA4 13
ITGA9 9
IBSP 4
COL4A2 10
COL4A3 10
LAMA4 9
PHLPP2 1
ITGA7 8
COL2A1 5
COL4A1 10
TNC 5
PKN2 2
CHAD 4
COL1A2 9
ITGA10 8
LAMA2 12
PKN1 2
ITGB4 8
COL1A1 9
CDC37 1
COL4A4 10
LAMB4 8
TCL1A 1
COL4A5 10
ITGA11 8
COL4A6 10
LAMC3 8
COL6A6 5
COL9A1 5
LAMA1 8
COL6A3 5
LAMC2 8
ITGA8 9
ITGA6 13
COL6A1 5
MTCP1 1
ITGB7 11
ITGB6 8
COL6A2 5
CD19 5
VTN 6
RAB14 1
EEF2 2
ADIPOR1 4
ADIPOR2 4
TBC1D1 1
HNF4A 2
ELAVL1 2
EEF2K 2
PPARGC1A 9
RAB2A 1
SREBF1 4
HRK 1
GZMB 7
PRF1 7
PTPN13 1
ENDOG 1
DIABLO 2
CASP7 8
AIFM1 2
SEPT4 2
LMNB2 1
DFFB 1
CASP10 5
DFFA 1
LMNA 4
HTRA2 3
LMNB1 1
DAB2IP 2
SPTA1 1
CASP6 1
SPTAN1 1
CASP2 1
APPL1 3
FOXA2 2
CLPB 1
BOK 1
FTH1 3
SLC39A8 1
SLC39A14 1
SLC7A11 1
SLC40A1 2
PCBP2 1
MAP1LC3C 1
NCOA4 3
MAP1LC3B 1
PRNP 2
FTL 3
MAP1LC3A 1
FTMT 1
SPATA2L 1
SHARPIN 2
HIST1H2AE 3
TRPM7 4
RNF31 2
HIST2H2AA3 3
H2AFJ 3
HIST1H2AH 3
USP21 1
H2AFB2 3
ZBP1 2
CASP1 9
SPATA2 1
H2AFY 3
HIST2H2AB 3
H2AFZ 3
HIST2H2AC 3
H2AFB3 3
PPID 2
H2AFB1 3
PPIA 1
STAT6 7
RIPK3 4
FAF1 1
RBCK1 2
IRF9 12
H2AFX 3
NLRP3 5
HIST1H2AD 3
DNM1L 3
HIST1H2AG 3
H2AFY2 3
TLR3 8
HIST2H2AA4 3
MLKL 2
HIST1H2AA 3
CYLD 4
STAT4 6
TYK2 14
HIST1H2AL 3
HIST1H2AC 3
HIST1H2AI 3
HIST1H2AB 3
HIST1H2AJ 3
HIST1H2AM 3
HIST1H2AK 3
PYCARD 8
H2AFV 3
HIST3H2A 3
TRAF3IP2 2
LIN52 1
RAD1 1
MYBL2 2
RAD9A 1
KIR2DL5A 4
RBBP4 1
HIPK1 1
TRPV4 3
KIR2DL4 3
KIR2DL3 4
FOXM1 1
HUS1 1
LIN54 1
ZFP36L2 1
KIR2DL2 4
HIPK2 1
RAD9B 1
LIN9 1
HIPK4 1
LIN37 1
KIR2DL1 4
HIPK3 1
ZFP36L1 1
MYL2 9
ACTC1 4
MYH6 6
TNNT2 4
TPM1 5
TPM2 4
TPM3 6
TPM4 4
SLC9A6 1
MYL3 5
MYL4 3
CREM 2
PPP1R1A 2
SCN1B 1
SCN4B 1
SCN5A 1
SCN7A 1
KCNE1 1
KCNQ1 6
ARHGEF12 9
CALD1 1
ACTA2 3
PPP1R12B 5
PRKCH 2
RAMP3 1
PPP1R12C 5
RAMP2 1
RAMP1 1
MYL6B 3
ARHGEF11 4
ACTG2 1
PPP1R14A 1
MYL6 3
MYH11 2
ARHGEF1 7
RUVBL1 1
WISP1 1
CER1 1
NKD1 2
TCF7L2 17
TCF7L1 17
SERPINF1 1
TCF7 17
PORCN 1
TBL1X 1
LEF1 16
SOST 2
INVS 1
PRICKLE4 1
DKK2 1
APC 15
NKD2 1
DKK4 1
CTBP2 4
TBL1Y 1
CACYBP 1
SFRP2 1
GPC4 1
MMP7 1
SFRP5 1
DKK1 1
SFRP4 1
AXIN1 12
TBL1XR1 1
AXIN2 12
NOTUM 1
CSNK1A1 6
CTNNBIP1 1
PSEN1 5
CXXC4 1
CSNK1A1L 6
PRICKLE1 1
VANGL1 1
VANGL2 1
SFRP1 1
DAAM1 1
FRAT2 5
CHD8 1
FOSL1 4
FRAT1 5
BAMBI 2
PRICKLE3 1
WIF1 1
SOX17 1
PRICKLE2 1
CTBP1 4
APC2 15
DAAM2 1
KAT2B 4
NCSTN 2
NUMBL 1
MAML2 3
DTX1 1
ADAM17 3
DTX3L 1
RBPJ 5
NUMB 1
KAT2A 4
PTCRA 2
APH1B 2
MAML3 3
PSENEN 2
PSEN2 3
HES5 4
MAML1 3
NCOR2 2
APH1A 2
CIR1 1
DTX4 1
DTX2 1
DTX3 1
RBPJL 5
SMO 5
SPOP 1
SHH 6
IHH 2
SPOPL 1
PTCH2 3
CSNK1G2 1
EVC 1
CSNK1G3 1
SUFU 3
CSNK1G1 1
GPR161 1
DHH 1
GAS1 1
CDON 1
CSNK1D 4
KIF3A 1
EVC2 1
BOC 2
KIF7 3
GLI2 4
LRP2 3
ID4 2
ID3 2
ID2 4
TGIF2 1
LEFTY2 2
LTBP1 1
SMAD1 4
NBL1 1
FST 1
SMAD5 2
LEFTY1 1
SMAD6 1
PITX2 1
CHRD 1
SMAD9 2
NOG 1
SMAD7 2
MINOS1-NBL1 1
DCN 2
TGIF1 1
SRGAP3 1
NTN1 1
SEMA3E 1
LIMK2 4
LIMK1 4
ABLIM1 1
NGEF 1
RYK 1
PLXNB2 1
RND1 1
SRGAP2 1
ABLIM3 1
NRP1 2
EPHA5 1
PLXNA3 1
EPHA4 1
NTN3 1
TRPC4 1
EPHA3 1
ENAH 2
SLIT1 1
CFL2 5
ROBO2 1
UNC5D 1
CFL1 5
ROBO1 1
FES 1
SSH2 2
UNC5C 1
SEMA4B 1
TRPC5 1
SEMA3G 1
EPHA6 1
SEMA3C 1
DPYSL5 1
SSH3 2
NTNG1 2
DCC 3
SEMA5A 1
ROBO3 1
SEMA3B 1
RGS3 1
SSH1 2
SEMA6C 1
SEMA3A 1
SEMA7A 1
EPHB3 1
SEMA6B 1
EPHB6 1
EPHB4 1
CDK5 3
SEMA4C 1
SEMA5B 1
SEMA3D 1
SRGAP1 1
RHOD 1
PLXNB1 1
SEMA6D 1
UNC5B 1
SEMA4F 1
DPYSL2 1
SEMA4D 1
PLXNA2 1
PLXNA1 1
SEMA6A 1
EPHA8 1
L1CAM 2
PLXNA4 1
EFNB2 1
NTN4 1
EPHB1 1
PLXNC1 1
EPHB2 1
NTNG2 2
LRRC4C 2
PLXNB3 1
ABLIM2 1
SEMA4G 1
EPHA1 1
EPHA7 1
EFNB3 1
LRRC4 2
EFNB1 1
UNC5A 1
TRPC3 1
SEMA3F 1
TRPC1 4
SEMA4A 1
SLIT2 1
SLIT3 1
SH2D2A 1
CTGF 2
PLAT 5
APLN 1
NRF1 2
HDAC4 6
HDAC5 5
TFAM 2
EGR1 6
SPI1 6
FHL2 1
SIRPB1 1
TYROBP 2
LILRB1 1
LILRB2 1
JUNB 2
FOSB 5
LILRA4 1
SIRPG 1
LILRB3 2
SIRPA 1
LILRA3 1
LILRA2 1
LILRA6 1
NOX1 3
FOSL2 1
TEC 2
OSCAR 1
TREM2 1
LILRA1 1
LILRB5 1
LILRB4 1
LILRA5 1
DLG4 4
DLG3 3
LLGL2 3
MOB1B 2
CRB2 1
LATS2 2
CTNNA3 8
WWTR1 2
MOB1A 2
LIMD1 2
LATS1 2
TP53BP2 1
SCRIB 4
SNAI2 2
CRB1 1
SOX2 2
CTNNA1 8
RASSF6 2
TEAD2 2
AMOT 2
CTNNA2 8
NF2 3
TEAD1 2
TEAD3 2
WTIP 2
AJUBA 2
TEAD4 2
PATJ 3
MPP5 3
DLG1 6
FRMD6 2
YAP1 2
DLG2 3
WWC1 2
AFP 1
FRMD1 2
SAV1 2
LLGL1 3
FAT4 1
RASSF4 1
RASSF2 1
DCHS1 1
DCHS2 1
ACTN4 8
ZYX 1
MYL5 3
PARVB 1
MYLPF 3
VCL 7
ACTN1 8
DIAPH1 4
DOCK1 4
MYL12B 5
PARVA 1
MYL10 3
ARHGAP35 4
MYL7 3
ARHGAP5 2
PARVG 1
MYL12A 5
SDC4 4
SDC1 5
GP6 2
HMMR 1
AGRN 1
GP9 3
HSPG2 3
GP5 3
GP1BA 3
GP1BB 3
SV2A 1
SV2B 1
CD47 1
SV2C 1
DAG1 5
CD44 6
SDC3 1
CD58 2
CLDN5 4
CD276 1
CNTN2 1
CD80 10
MADCAM1 2
SPN 2
LRRC4B 1
CLDN25 4
CD28 11
JAM3 4
CNTNAP1 1
PVR 1
SIGLEC1 1
PTPRM 2
SELP 3
CLDN20 4
CLDN10 4
SELPLG 2
CLDN8 4
ICAM2 2
NCAM2 2
CLDN18 4
NCAM1 2
F11R 4
NEO1 1
NRCAM 1
NRXN2 1
NRXN1 1
CLDN11 4
MPZL1 1
CLDN2 4
MPZ 1
ICOS 4
PDCD1 2
CLDN22 4
CD99 2
CD274 1
MAG 1
GLG1 1
NRXN3 1
SELE 6
SELL 1
CLDN17 4
CLDN6 4
PECAM1 4
CD8B 5
CLDN1 5
PTPRF 4
CTLA4 4
ESAM 2
CD6 1
NECTIN1 3
CLDN19 4
NECTIN2 3
VCAN 1
CLDN23 4
CD8A 5
NFASC 1
CLDN9 4
CADM3 1
CD2 2
ICOSLG 2
NLGN1 1
JAM2 4
CLDN3 4
CLDN7 4
PTPRC 4
CLDN4 4
CDH3 1
OCLN 5
CDH15 1
CLDN24 4
SDC2 4
NLGN4X 1
NEGR1 1
CLDN15 4
CD86 12
CDH2 2
PDCD1LG2 1
NLGN2 1
CD226 1
NECTIN3 2
CDH4 1
CNTNAP2 1
CD22 3
CADM1 1
CNTN1 1
ALCAM 1
ICAM3 1
TIGIT 1
NLGN4Y 1
NLGN3 1
CLDN14 4
CLDN16 4
CD34 2
CDH5 3
VTCN1 1
PTPRJ 1
PTPRB 1
PTPN6 7
PTPN1 3
SNAI1 1
FER 1
NECTIN4 1
LMO7 1
WASF3 3
SSX2IP 1
TJP1 6
WASF1 7
YES1 1
IQGAP1 3
BAIAP2 2
WASF2 7
AMOTL2 1
CGN 1
TJP2 2
EPB41L4B 1
MSN 5
SLC9A3R1 3
RDX 4
MYH7B 1
MPDZ 1
MYH13 1
MYH15 1
RAP2C 1
TJAP1 1
CTTN 5
RAB8B 1
CD1A 2
MYH8 1
CRB3 2
HSPA4 2
HCLS1 5
MYH9 3
ACTR2 1
MYH4 1
MYH10 3
CD1C 2
ARHGEF2 3
BVES 1
MYH1 1
MYH3 1
CD1D 3
CD1B 2
MARVELD3 1
WHAMM 1
CD1E 2
SYNPO 1
MYH2 1
IGSF5 2
MARVELD2 1
AMOTL1 1
ACTR3B 1
ACTR3C 1
ARHGEF18 1
ARHGAP17 1
ACTR3 1
TJP3 1
MYH14 3
MICALL2 1
YBX3 1
CGNL1 1
RUNX1 6
EZR 7
MPP4 1
RAB13 1
GJA1 2
GJD2 1
ZFHX3 1
MYF5 1
LHX5 1
KLF4 1
PCGF1 1
ISL1 1
NEUROG1 1
TCF3 3
REST 2
HESX1 1
ESRRB 1
OTX1 1
SMARCAD1 1
HAND1 1
PCGF5 1
PCGF6 1
PAX6 2
DLX5 1
PCGF3 1
ONECUT1 2
NANOG 2
KAT6A 1
PCGF2 1
ZIC3 1
ESX1 1
POU5F1 1
RIF1 1
POU5F1B 1
HOXB1 1
MEIS1 2
JARID2 1
SKIL 1
TBX3 1
BMI1 3
COMMD3-BMI1 3
HNF1A 2
F10 1
SERPING1 2
F9 1
CFI 2
CFH 2
C4A 4
TFPI 1
F8 1
C1S 4
SERPIND1 1
C4B 4
ITGAX 3
FGB 2
SERPINC1 1
CPB2 3
CD59 2
C8G 4
C9 4
C2 4
PROC 1
PROS1 1
SERPINF2 1
C8B 4
PLAUR 2
C8A 4
MASP1 2
C7 3
F3 2
CLU 1
SERPINA1 1
SERPINA5 1
THBD 3
VSIG4 1
C6 3
MASP2 2
SERPINB2 1
PROCR 1
F5 1
F7 1
CFB 2
F13A1 1
C1QC 6
C1QB 6
CR1 6
C1QA 6
A2M 1
KLKB1 1
KNG1 1
CD55 3
C5 6
CR2 4
CFD 2
F13B 1
F12 1
C4BPA 2
FGG 3
FGA 2
CD46 2
F11 1
C4BPB 2
P2RY12 1
COL3A1 5
FERMT3 1
KLRC3 2
KIR2DS1 2
KIR2DS3 2
KIR2DS4 2
B2M 3
KIR2DS5 2
KIR3DL1 3
RFXAP 3
RFX5 3
KLRC2 2
IFI30 1
KIR2DS2 2
NFYA 2
KLRC1 3
KIR3DL3 1
NFYB 3
KIR3DL2 3
NFYC 2
KLRD1 3
KLRC4 1
CIITA 5
TAPBP 3
CD74 3
RFXANK 3
CMA1 1
KLK2 2
LNPEP 1
ACE 4
CPA3 3
PRCP 2
ACE2 2
AGT 2
NLN 1
REN 2
KLK1 2
ENPEP 1
MME 4
THOP1 2
ATP6AP2 1
MRGPRD 1
PREP 1
TLR1 2
TLR8 1
IKBKE 13
TLR7 3
TLR9 7
TOLLIP 1
TLR5 5
IRF7 11
IRF3 16
IRF5 1
RIPK2 4
PSTPIP1 1
ANTXR1 1
CASR 2
AIM2 2
CARD6 1
NLRP12 1
MEFV 1
CARD9 3
TMEM173 5
GSDMD 1
IFI16 1
ERBIN 1
CAMP 3
GBP7 1
NOD2 5
CARD17 1
CARD8 1
NLRP7 1
NLRP1 1
GPRC6A 1
PANX1 1
NLRX1 3
NAIP 2
PYDC2 1
OAS3 5
TANK 2
OAS2 5
TXN2 2
TRPM2 2
GBP1 1
OAS1 5
TRPV2 2
TP53BP1 1
TXN 2
PYDC1 1
NLRP6 1
MAVS 8
NLRC4 3
GBP3 1
CARD18 1
GBP2 1
GBP4 1
DHX33 1
ANTXR2 1
PYDC5 1
CASP5 1
TXNIP 1
GBP5 1
SUGT1 1
RNASEL 4
CASP4 1
NOD1 4
NEK7 1
CARD16 1
TRIP6 1
PIN1 1
TBKBP1 1
RNF125 1
ISG15 2
SIKE1 1
IFIH1 5
DDX3X 3
AZI2 1
DHX58 1
OTUD5 1
ADAR 3
TREX1 1
CGAS 3
CLEC6A 1
EGR2 4
CLEC4D 1
CLEC4E 2
LSP1 2
BCL3 2
CLEC1B 1
IRF1 6
EGR3 3
PIM1 5
SOCS7 2
PTPN2 1
FHL1 1
SOCS5 2
GFAP 1
SOCS2 4
IL22RA2 1
SOCS6 2
CISH 2
SOCS4 4
CD3D 9
GYPA 2
CD3E 9
CD3G 8
CD33 1
CD24 1
CD5 1
FCER2 2
CD9 1
CD37 1
CD7 1
MS4A1 1
SH3BP2 1
KLRK1 2
NCR2 1
CD244 1
CD247 6
RAET1L 1
NCR3 1
RAET1E 1
SH2D1A 2
NCR1 1
MICB 2
CD48 1
SH2D1B 1
ULBP3 1
ULBP2 1
KLRC4-KLRK1 2
MICA 2
ULBP1 1
RAET1G 1
HCST 1
MAPK15 1
S100A8 1
S100A9 1
DEFB4A 1
USP25 1
MAPK6 1
TRAF4 3
MAPK4 1
MUC5AC 1
MUC5B 2
LCN2 1
MMP3 5
DEFB4B 1
MMP13 3
CEBPB 4
S100A7 1
RUNX3 1
GATA3 4
NFKBIE 7
TBX21 3
MAF 3
RARA 5
IRF4 1
AHR 2
RORC 3
RORA 3
FOXP3 2
GRAP2 1
CD72 1
CD79A 2
DAPP1 1
CD81 3
CD79B 1
IFITM1 1
ALOX5AP 1
MYO10 1
MARCKS 2
SCIN 3
GSN 3
MARCKSL1 2
MMP14 3
BAG4 1
TXK 1
THY1 1
RHOH 1
AICDA 2
PIGR 1
PER1 3
NR1D1 1
PER2 5
PER3 3
CLOCK 3
BHLHE40 1
CRY2 1
BHLHE41 1
CRY1 1
ARNTL 3
NPAS2 1
RORB 1
FBXL3 1
KCNJ9 7
KCNJ6 9
KCNJ5 8
KCNJ3 9
NOS1AP 1
RASD1 2
COX18 1
COX20 1
ARID1B 2
SLC25A20 1
NDUFAF5 1
SIRT6 2
SMARCC2 2
SMARCC1 2
PRDM16 1
COX14 1
SMARCB1 2
FRS2 3
COA6 1
ACTL6A 2
SMARCA4 2
NDUFAF7 1
KDM1A 1
KDM3B 1
NDUFAF4 1
COA7 1
SMARCA2 2
COA3 1
GCG 3
NDUFAF2 1
ZNF516 1
COA1 1
SMARCD3 2
NDUFAF6 1
COA4 1
ACTL6B 2
ARID1A 2
SLC25A29 1
SMARCD1 2
SMARCE1 2
SMARCD2 2
NDUFAF3 1
DPF3 2
COX16 1
KDM3A 1
COA5 1
KLB 1
NDUFAF1 1
DPF1 2
COX19 1
UNC13C 1
CPLX2 1
UNC13A 1
SLC32A1 5
STXBP1 1
RIMS1 2
NAPA 1
SYT1 1
SLC17A6 4
SLC17A7 4
NSF 3
CPLX3 1
SLC18A1 7
UNC13B 1
RAB3A 2
SLC18A3 2
SNAP25 2
SLC17A8 4
SLC18A2 7
CPLX1 1
CPLX4 1
ARHGDIG 2
KIDINS220 1
PRDM4 1
IRAK2 2
IRAK3 1
SH2B2 2
ZNF274 1
MATK 1
NTRK3 2
SH2B1 1
BEX3 1
ARHGDIA 2
SH2B3 1
ARHGDIB 2
MAGED1 1
ABHD6 1
DAGLB 2
FAAH 1
NAPEPLD 1
DAGLA 2
SLC38A3 3
SHANK2 1
SLC38A1 2
SHANK3 1
SLC1A7 1
SLC1A1 2
SHANK1 1
DLGAP1 1
SLC1A2 2
SLC1A6 1
SLC1A3 1
SLC38A2 3
KCNQ3 1
KCNQ4 1
KCNJ4 2
KCNJ12 2
KCNQ5 1
KCNJ14 2
SLC5A7 2
KCNJ2 4
KCNQ2 1
HTR3B 2
SLC6A4 1
HTR3A 2
HTR3C 2
KCNN2 3
CYP4X1 1
APP 2
HTR3D 2
KCND2 1
HTR3E 2
SLC6A1 1
SLC12A5 1
PLCL1 1
SLC6A11 1
SLC6A13 1
HAP1 2
SLC38A5 1
SLC6A3 5
SCN1A 1
CALY 1
GNAZ 1
CRH 3
PPP1R17 1
NCALD 1
OR2B2 1
OR5V1 1
OR6A2 1
OR2C3 1
OR4C15 1
OR4A5 1
OR4P4 1
OR51E2 1
OR1G1 1
OR4A15 1
OR4K15 1
OR8J3 1
OR51B4 1
OR4A16 1
OR51G1 1
OR3A3 1
OR51G2 1
OR5K3 1
OR5H14 1
OR6K2 1
OR4C45 1
OR5K4 1
OR4A47 1
OR6N2 1
OR9G9 1
OR2T27 1
OR1D5 1
OR6C65 1
OR2A42 1
OR8U9 1
OR6C68 1
OR2G3 1
OR5K2 1
OR4K1 1
OR13A1 1
OR8U8 1
OR1A1 1
OR14I1 1
OR3A2 1
OR2T5 1
OR4F21 1
OR4F29 1
OR2L5 1
OR2T2 1
OR11H12 1
OR2G2 1
OR2G6 1
OR4Q3 1
OR13J1 1
OR2A25 1
OR2M7 1
OR4F5 1
OR2T33 1
OR2A4 1
OR13C2 1
OR5H2 1
OR2M2 1
OR4M1 1
OR1F1 1
OR1K1 1
OR2L8 1
OR1D2 1
OR4F6 1
OR12D3 1
OR3A1 1
OR4M2 1
OR5C1 1
OR2C1 1
OR2AK2 1
OR5B3 1
OR5AU1 1
OR1L6 1
OR2L3 1
OR5H6 1
OR11H4 1
OR9K2 1
OR11L1 1
OR13G1 1
OR8B3 1
OR8A1 1
OR10G7 1
OR10J3 1
OR2H2 1
OR51B2 1
OR10G4 1
OR6K3 1
OR6C1 1
OR2A5 1
OR6M1 1
OR6Y1 1
OR2A2 1
OR6X1 1
OR6C76 1
OR10C1 1
OR2A7 1
OR10V1 1
OR52N1 1
OR2B3 1
OR6C75 1
OR5T1 1
OR8K1 1
OR5T3 1
OR7G2 1
OR4F15 1
OR5M9 1
OR8H3 1
OR14J1 1
OR11G2 1
OR4K5 1
OR8H2 1
OR5M10 1
OR4N5 1
OR5M1 1
OR5W2 1
OR2J3 1
OR52N4 1
OR10K1 1
OR52N2 1
OR52N5 1
OR52H1 1
OR4D10 1
OR52D1 1
OR6C70 1
OR52E6 1
OR4D9 1
OR51I2 1
OR4F16 1
OR56A3 1
OR51A4 1
OR10K2 1
ANO2 1
OR1J1 1
OR52E4 1
OR51M1 1
OR2A1 1
OR51Q1 1
OR52E8 1
OR4N2 1
OR2A12 1
OR5AN1 1
OR51I1 1
OR6V1 1
OR51B6 1
OR10A2 1
OR2S2 1
OR2AT4 1
OR52B6 1
OR56A5 1
OR2AG2 1
OR51T1 1
OR52A5 1
OR6C2 1
OR10A6 1
OR5B12 1
OR52L1 1
OR4K13 1
OR51D1 1
OR8S1 1
OR5B2 1
OR5AC2 1
OR5AP2 1
OR10A4 1
OR6C6 1
OR4N4 1
OR9G4 1
OR13H1 1
OR51A2 1
OR1B1 1
OR2T29 1
OR8B4 1
OR2Z1 1
OR8D2 1
OR7G3 1
OR11H1 1
OR10R2 1
OR2T3 1
OR56B1 1
OR2L13 1
OR1E1 1
OR2AE1 1
OR2H1 1
OR5D16 1
OR4C12 1
OR2J2 1
OR9G1 1
OR51V1 1
OR4K17 1
OR2T1 1
OR10H5 1
OR8D1 1
OR2V1 1
OR52I1 1
OR4E2 1
OR6F1 1
OR4F17 1
OR10H2 1
OR1L3 1
OR11A1 1
OR5F1 1
OR10W1 1
OR4D11 1
OR2W1 1
OR6S1 1
OR1E2 1
OR4D6 1
OR1L1 1
OR4D1 1
OR10H3 1
OR5A1 1
OR8D4 1
OR10G3 1
OR4E1 1
OR5A2 1
OR5B21 1
OR10G2 1
OR4X1 1
OR1J2 1
OR7A10 1
OR8B2 1
OR10G9 1
OR10S1 1
OR2T6 1
OR10A3 1
OR10G8 1
OR4C13 1
OR10H1 1
OR6C3 1
OR8G5 1
OR2T8 1
OR8B12 1
OR6C74 1
OR12D2 1
OR4D5 1
OR14A16 1
OR6T1 1
OR1L4 1
OR6B2 1
OR5AR1 1
OR5D14 1
OR7E24 1
OR5D18 1
OR5L1 1
OR4C6 1
OR5B17 1
OR8G1 1
OR4S2 1
OR52B2 1
OR5AS1 1
OR4C11 1
OR2V2 1
OR4C3 1
OR5AK2 1
OR1S1 1
OR1S2 1
OR10Q1 1
OR4S1 1
OR5T2 1
OR7C2 1
OR52B4 1
OR8K5 1
OR56B4 1
OR1N1 1
OR8B8 1
OR8U1 1
OR1N2 1
OR5J2 1
OR4C16 1
OR13C9 1
OR1L8 1
OR5M8 1
OR2W3 1
OR6Q1 1
OR13C8 1
OR8G2P 1
OR5D13 1
OR6K6 1
OR2AG1 1
OR13C3 1
OR5M11 1
OR10Z1 1
OR10A5 1
OR51B5 1
OR10X1 1
OR13C4 1
OR13F1 1
OR10J1 1
OR51E1 1
OR51F1 1
OR7A5 1
OR52I2 1
OR6P1 1
OR1C1 1
OR51F2 1
OR52J3 1
OR1I1 1
OR9I1 1
OR5M3 1
OR10H4 1
OR2M5 1
OR13C5 1
OR6B3 1
OR2M3 1
OR2T12 1
OR5H15 1
OR1M1 1
OR14C36 1
OR5K1 1
OR1A2 1
OR5H1 1
OR2F1 1
OR7C1 1
OR5R1 1
OR52K1 1
OR56A1 1
OR9Q1 1
OR56A4 1
OR2F2 1
OR7G1 1
OR6B1 1
OR7D4 1
OR5P2 1
OR2T34 1
OR2T11 1
OR4L1 1
OR10AG1 1
OR7D2 1
OR10J5 1
OR4X2 1
OR52M1 1
OR52K2 1
OR4C46 1
OR9Q2 1
OR8J1 1
OR2T4 1
OR2Y1 1
OR52E2 1
OR4B1 1
OR52A1 1
OR11H6 1
OR9A2 1
OR5I1 1
OR2D2 1
OR6C4 1
OR10AD1 1
OR2B11 1
OR10A7 1
OR8H1 1
OR8I2 1
OR2D3 1
OR5P3 1
OR8K3 1
OR4F3 1
OR10P1 1
OR52R1 1
OR2T10 1
OR4D2 1
OR2A14 1
OR1Q1 1
OR2L2 1
OR2K2 1
OR4K2 1
OR51L1 1
OR51A7 1
OR4F4 1
OR5L2 1
OR52W1 1
OR2B6 1
OR10T2 1
OR1J4 1
OR2AP1 1
OR6N1 1
OR4K14 1
SLC24A4 1
OR51S1 1
OR7A17 1
OR2M4 1
OR13D1 1
OR9A4 1
TAS1R3 2
SCNN1G 2
TAS1R1 1
TAS2R14 1
ASIC2 2
TAS1R2 2
TAS2R42 1
TAS2R5 1
TAS2R19 1
TAS2R50 1
TAS2R20 1
TAS2R30 1
TAS2R10 1
TAS2R46 1
TAS2R43 1
TAS2R13 1
TAS2R31 1
TAS2R7 1
TAS2R45 1
TAS2R60 1
SCNN1B 2
SCNN1A 2
CALHM1 1
TAS2R3 1
PKD1L3 1
PKD2L1 1
GNAT3 2
KCNK5 2
TAS2R16 1
SCN3A 1
SCN9A 1
TAS2R9 1
TAS2R40 1
SCN2A 1
TAS2R39 1
TAS2R8 1
TAS2R41 1
TAS2R38 1
TRPM5 1
TAS2R1 1
TAS2R4 1
GUCA1B 1
GUCA1A 1
RHO 1
RCVRN 1
RGS9 2
SLC24A1 1
GNAT1 1
GUCA1C 1
SAG 1
GNAT2 1
ASIC5 1
ASIC1 1
TRPM8 1
TRPA1 1
ASIC4 1
TRPV3 1
ASIC3 1
BRK1 1
INSRR 2
DIAPH3 1
DIAPH2 1
NCKAP1L 1
IQGAP3 1
ARHGEF4 1
SPATA13 1
TMSB4Y 1
TMSB4X 1
FGD3 1
ARHGEF6 2
IQGAP2 1
NCKAP1 1
ARHGEF7 1
ITGAE 1
ITGAD 1
ABI2 1
FGD1 1
FLOT1 1
TRIP10 1
PRKAR2B 1
PRKAR2A 1
PPP1R3E 2
EXOC7 1
RHOQ 1
PPP1R3F 1
FLOT2 1
PRKAR1B 1
PPP1R3B 2
PPP1R3D 2
PPP1R3A 2
PRKAR1A 1
PPP1R3C 2
KCNN1 1
RIMS2 1
FFAR1 1
PDX1 3
ADCYAP1 2
TRPM4 1
PCLO 1
GIP 1
KCNJ11 2
SLC2A2 8
KCNN3 1
KCNN4 3
GNRH1 1
GNRH2 1
STAR 5
STK10 1
KIF22 1
TFF1 1
KRT24 1
EBAG9 1
KRT26 1
KRT33A 1
KRT32 1
KRT27 1
KRT36 1
KRT34 1
KRT35 1
KRT33B 1
KRT9 1
KRT25 1
FKBP4 1
FKBP5 1
KRT28 1
KRT10 2
KRT15 1
KRT14 1
KRT13 1
KRT12 1
KRT38 1
KRT37 1
NCOA2 2
KRT39 1
KRT20 1
KRT23 1
KRT17 1
KRT16 1
KRT19 1
KRT31 1
KRT18 2
KRT40 1
NCOA1 4
POMC 5
ASIP 1
ELF5 1
CSN2 1
PAX8 4
TTR 1
TTF1 1
ALB 1
SLC5A5 1
SERPINA7 1
TG 2
IYD 1
TTF2 1
ASGR1 1
DUOXA2 1
SLC26A4 1
ASGR2 1
DUOX2 1
HDAC3 4
RCAN2 1
MED16 1
DIO1 1
MED13L 1
SLC16A2 1
TBC1D4 2
MED24 1
MED4 1
MED27 1
MED17 1
MED13 1
MED12 1
MED14 1
SLC16A10 2
SIN3A 3
MED30 1
MED12L 1
SLCO1C1 1
DIO3 1
RCAN1 3
DIO2 1
AGRP 1
CAMK1G 2
CAMK1D 2
OXT 1
CAMK1 2
PPP4R3A 1
SIK1B 1
PPP4C 1
SIK2 1
PPP4R3B 1
SIK1 1
ABHD5 1
AQP1 3
CLCA4 2
CLCA1 2
CLCA2 2
ATF1 3
NR4A2 2
KCNK3 3
KCNK9 1
INSL5 1
RLN2 1
INSL3 1
RLN1 1
RLN3 1
PBX1 3
NR5A1 2
MRAP 2
NCEH1 4
KCNK2 3
KCNA4 2
NR0B1 1
AKAP13 2
RUNX2 2
MAFB 1
MMP25 1
SLC34A2 2
MMP24 1
VDR 4
MMP16 2
MMP15 1
PTHLH 1
PTH 1
TRPV5 2
GCM1 1
NACA 1
SLC34A1 1
BGLAP 1
SLC34A3 1
GCM2 1
MMP17 1
MAFA 2
TRIB3 1
MLXIPL 2
NR1H2 1
OGA 1
MLX 2
MLXIP 2
PTPA 1
PPARGC1B 1
SLC27A3 1
CEBPA 4
AGER 1
NOX4 1
RBBP5 1
ASH2L 1
WDR5B 1
ARMC5 1
MEN1 2
AIP 1
WDR5 1
AIPL1 1
ICA1 1
PTPRN2 1
PTPRN 1
CPE 1
NKX6-1 1
MNX1 1
HNF1B 1
HHEX 2
FOXA3 1
PAX4 1
NEUROD1 1
HNF4G 1
NR5A2 1
RFX6 1
BHLHA15 1
NKX2-2 1
IAPP 1
NEUROG3 1
KCNJ1 2
SLC9A3R2 1
NR3C2 1
FXYD4 1
CALB1 1
DCTN6 1
DCTN5 1
DYNC2LI1 1
DCTN4 2
DCTN1 2
DYNLL2 1
DYNLL1 1
AQP2 1
DCTN2 2
AQP4 2
AQP3 1
SLC25A10 1
SLC4A4 3
SLC9A3 4
CLCNKB 1
SLC12A7 1
SLC4A1 1
MUC7 1
LYZ 1
TRPV6 2
CST4 1
PRB1 1
CST5 1
CST1 1
CST3 1
PRH2 1
CST2 1
PRH1 1
DMBT1 1
AQP5 1
BEST2 1
SLC4A2 4
HTN3 1
STATH 1
LPO 1
HTN1 1
PRB2 1
SLC12A2 3
KCNE2 1
SLC26A7 1
GAST 1
KCNK10 1
SST 1
KCNJ10 1
KCNJ15 1
KCNJ16 1
SLC9A4 1
RAB3D 1
CELA2A 2
CTRL 2
CTRB1 2
CPB1 2
TPCN2 1
CPA2 2
CPA1 2
SLC26A3 2
RAB27B 1
CELA2B 2
CELA3B 2
CELA3A 2
SLC37A4 1
SLC2A5 1
SLC5A1 3
SLC7A7 1
COL21A1 2
COL27A1 1
MEP1A 1
MEP1B 1
XPNPEP2 1
COL18A1 1
KCNJ13 1
COL7A1 1
SLC7A8 1
ELN 1
SLC36A1 1
COL11A1 1
COL24A1 1
COL10A1 1
SLC15A1 1
COL5A2 1
COL14A1 1
SLC6A19 2
COL5A1 1
COL5A3 1
KCNE3 1
COL11A2 1
SLC3A1 1
DPP4 1
SLC7A9 1
COL22A1 1
COL15A1 1
COL13A1 1
COL17A1 1
SLC1A5 2
PGA5 1
PGA4 1
PGA3 1
COL12A1 1
MTTP 1
APOA4 3
APOB 3
CLPS 1
NPC1L1 1
NR0B2 1
SLC22A1 2
AQP8 1
SLC10A1 1
SLCO1B3 1
SLCO1B7 1
SLC51A 1
SLCO1A2 1
SLC10A2 1
SLC51B 1
AQP9 1
SLCO1B1 1
SLC4A5 1
SLC22A7 1
NR1H4 1
SLC22A8 1
SLC52A3 1
SLC5A6 1
TCN2 1
CUBN 1
SLC19A3 1
MMACHC 1
LMBRD1 1
GIF 1
RBP2 1
SLC23A1 1
SLC19A2 1
SLC26A6 1
MT1B 1
MT1E 1
MT1F 1
MT1G 1
MT1H 1
STEAP1 1
CLCN2 1
SLC39A4 1
SLC30A1 1
S100G 1
MT1HL1 1
TRPM6 1
STEAP2 1
MT1M 1
MT1A 1
CYBRD1 1
SLC26A9 1
MT1X 1
MT2A 1
ATOX1 1
APOH 1
VAPA 1
LRPAP1 1
ANGPTL8 1
MYLIP 1
PCSK9 1
ANGPTL3 1
LRP1 3
LPA 1
APOC2 1
STARD3 1
OSBPL5 1
APOC1 1
VAPB 1
APOE 2
CETP 1
IDE 1
SNCA 2
ADAM10 2
APBB1 1
RTN3 1
BACE1 1
BACE2 1
NAE1 1
CDK5R1 2
RTN4 1
SEPT5 1
PARK7 1
SNCAIP 1
GPR37 1
UCHL1 1
LRRK2 1
NEFM 1
NEFH 1
NEFL 1
ALS2 1
CCS 1
TOMM40L 1
TOMM40 1
PRPH 1
DNAH7 1
DNALI1 1
RCOR1 1
HIP1 1
DNAH12 1
DNAH9 1
DNAH2 1
DNAH10 1
DNAI2 1
DNAH1 1
DNAI1 1
DNAL1 1
HTT 1
DNAL4 1
DNAH6 1
DNAH5 1
DNAH8 1
IFT57 1
DNAH3 1
DNAH11 1
DNAH17 1
DNAH14 1
TGM2 1
STIP1 1
GPSM1 1
PDYN 3
ARC 1
HAT1 1
HDAC9 3
CAMKK1 1
HIST1H4G 3
HIST2H4A 3
HIST1H4L 3
HIST2H2BF 3
H3F3C 3
HIST1H2BA 3
HIST2H3D 3
HIST1H3D 3
HIST1H3A 3
HIST2H2BE 3
HIST1H3F 3
HIST1H2BJ 3
HIST2H3A 3
HIST1H2BF 3
HIST1H3B 3
SLC29A1 1
HIST1H4D 3
HIST1H4A 3
HIST1H4K 3
HIST1H2BE 3
HIST1H4F 3
HIST1H2BB 3
HIST1H3J 3
HIST1H4C 3
H3F3A 3
HIST3H2BB 3
HDAC7 3
HIST1H3I 3
HIST1H4H 3
HDAC11 3
HIST1H4I 3
HIST1H3G 3
HIST1H2BD 3
HIST3H3 3
H2BFM 3
HIST1H2BN 3
HIST1H2BL 3
HIST1H2BI 3
PKIA 1
HDAC10 3
H2BFWT 3
HIST1H2BC 3
HIST1H2BM 3
HIST1H2BK 3
HDAC8 3
HIST1H2BH 3
HIST1H4J 3
HIST1H3H 3
HDAC6 3
HIST1H3E 3
HIST1H4B 3
HIST4H4 3
HIST1H4E 3
HIST2H3C 3
HIST2H4B 3
HIST1H2BG 3
HIST1H2BO 3
HIST1H3C 3
H3F3B 3
SEPT3 1
SEPT11 1
ELMO2 2
SEPT2 1
ARHGAP10 1
SEPT6 1
SEPT8 1
ELMO3 2
SEPT9 1
RHOG 3
SEPT1 1
SEPT12 1
CD2AP 1
ARHGEF26 1
KDELR3 1
KDELR2 1
KDELR1 1
CSK 1
PTPRZ1 1
NCL 1
KLC2 1
KLC3 1
KLC4 1
KLC1 1
PLEKHM2 1
IRF8 1
CLK1 1
RAB1B 1
EEF1G 1
HSF1 1
RAB1A 1
HBA1 2
HPR 1
HBB 2
APOL1 1
HBA2 2
GYPB 1
GYPC 1
ACKR1 1
KLRB1 1
IRGM 1
SERPINB13 1
SERPINB10 1
SERPINB6 1
SERPINB9 1
MUC2 2
SERPINB3 1
SERPINB4 1
SERPINB1 1
DSG1 1
CEBPG 1
IFIT1B 2
IFIT1 2
RAB9A 1
DOK1 1
RACK1 1
RAB9B 1
MX1 3
SLAMF1 1
RSAD2 1
KPNA1 1
IVNS1ABP 1
HNRNPUL1 1
KPNA2 1
FURIN 1
AGFG1 1
TMPRSS4 1
TMPRSS13 1
TMPRSS2 3
OASL 1
TUBG1 1
HES4 1
HES6 1
NFX1 1
TERT 5
TUBG2 1
HEYL 3
HEY1 3
HEY2 3
TADA3 1
HES7 1
HES3 1
CHD4 2
UBR4 2
HES2 1
CRTC3 1
MSX2 1
MSX1 1
RANBP3 1
ZFP36 2
TP53INP1 1
VAC14 2
GPS2 1
ATF3 1
KAT5 1
CRTC1 1
RANBP1 2
TRRAP 1
CD200R1L 1
CLEC2B 1
CD200R1 1
HMGN1 1
CFP 1
SP100 2
SRPK1 1
PILRA 1
HCFC1 1
HCFC2 1
NOP53 1
EEF1D 1
C1QBP 1
MCRS1 1
MED8 1
POU2F3 1
HSPB2 2
VIM 2
AKAP8L 1
PTMA 1
SND1 2
TRIM5 1
APOBEC3G 1
SAMHD1 1
APOBEC3A_B 1
APOBEC3C 1
BST2 1
APOBEC3A 1
APOBEC3D 1
APOBEC3F 1
APOBEC3H 1
APOBEC3B 1
DCAF1 1
CCDC6 2
ZBTB16 3
NKX3-1 2
TFG 2
PLEKHG5 1
RET 3
BCR 2
CKS2 2
RARB 4
RUNX1T1 3
EML4 2
ARNT2 3
JUP 5
PIM2 2
KLK3 2
CKS1B 2
EPAS1 2
ALK 2
TERC 3
NFKBIZ 1
CCNT2 1
CCNT1 1
BCL11B 1
SLC45A3 2
SIX1 1
SUPT3H 1
KDM6A 1
KLF3 1
PAX7 1
SIX4 1
AFF1 1
UTY 1
PBX3 1
MLLT1 1
BAIAP3 1
ETV7 1
SSX2B 1
ETV5 2
TSPAN7 1
DEFA3 1
PAX3 1
ELANE 2
LMO2 1
ERG 2
ETV4 1
ETV1 1
ETV6 1
BMP2K 1
SSX1 1
TLX1 1
SS18 1
SPINT1 2
HMGA2 2
CEBPE 2
FUS 1
SSX2 1
NR4A3 1
MYCN 1
EYA1 1
HPGD 1
HOXA10 1
ZEB1 3
PROM1 1
JMJD1C 1
LDB1 1
EWSR1 1
ASPSCR1 1
PRCC 2
HOXA11 1
LYL1 1
CDK14 1
WT1 1
PAX5 1
MLF1 1
NUPR1 1
MLLT3 1
CDK9 1
TLX3 1
FLI1 1
FEV 1
HOXA9 1
DNAJA3 1
MRPS18B 1
HPN 1
SULT1A1 1
SULT1A3 1
SULT1A4 1
CYP3A43 1
SULT1A2 1
LUM 1
HOXD10 2
GPC1 2
ANK3 1
TWIST2 1
ANK2 1
ANK1 1
TFAP4 1
TWIST1 1
MIR21 2
MIR10B 2
MIR10A 3
TIMP3 2
GPC3 1
NUDT16L1 1
PDCD4 2
MIR101-1 1
MIR29B1 1
MIR103A2 1
MIR101-2 1
MIR194-2 1
MIR124-2 1
TRIM71 1
MIR34C 1
MIR206 1
MIR103A1 1
MIR124-3 1
MIR194-1 1
MIR152 1
MIR135B 1
MIR7-1 1
MIR1-1 1
MIR28 1
MIR122 1
MIR107 1
MIR1-2 1
MIR124-1 1
MIR195 1
MIR15B 1
MIR15A 1
MIR125B1 1
MIR125A 1
MIR106B 1
CDCA5 1
MIR155 1
MIR141 1
MIR129-2 1
MIR375 1
MIR143 1
IGF2BP1 1
MIRLET7D 1
MIR199A2 1
MIR34A 1
MIR128-2 1
MIRLET7F1 1
MIR145 1
MIRLET7C 1
MIR199B 1
MIR129-1 1
MIR29B2 1
FOXP1 1
MIR135A2 1
MIR200B 1
MIR135A1 1
DICER1 1
MIR19A 1
MIR30E 1
MIR137 1
MIR133A1 1
MIR103B1 1
MIR200C 1
MIR133A2 1
MIR203B 1
SPRY2 1
MIRLET7G 1
MIR128-1 1
MIR203A 1
MIR126 1
MIRLET7F2 1
MIR520H 1
MIR146A 1
MIR103B2 1
MIR205 1
MIR23C 1
MIR199A1 1
MIRLET7E 1
MIR29A 1
MIRLET7I 1
MIR150 1
MIR125B2 1
MIR100 1
ST14 1
SOX4 1
MIR615 1
MIR602 1
FSCN1 1
TP63 1
MIR520A 1
MIR193B 1
BMF 1
MIR181D 1
MIR520E 1
SLC7A1 1
MIR625 1
MIR520C 1
MIR494 1
MIR373 1
MIR520B 1
MIR451A 1
MIR345 1
KIF23 1
MIR520G 1
MIR342 1
RECK 1
MIR335 1
MIR330 1
ZEB2 1
MIR99A 1
MIR331 1
MIR363 1
MIR96 1
MIR9-3 1
MIR92A2 1
MIR483 1
MIR9-2 1
MIR30D 1
MIR92A1 1
MIR449A 1
MIR30C2 1
MIR31 1
MIR30C1 1
MIR326 1
MIR30B 1
MIR34B 1
MIR324 1
MIR29C 1
MIR423 1
MIR23B 1
MIR30A 1
MIR23A 1
MIR32 1
MIR25 1
MIR26A1 1
MIR224 1
MIR9-1 1
MIR223 1
MIR7-3 1
MIR27A 1
MIR200A 1
MIR26B 1
MIR215 1
MIR20A 1
MIR221 1
MIR19B2 1
BCL2L2 1
MIR19B1 1
MIR222 1
MIR26A2 1
MIR214 1
MIR181B1 1
MIR192 1
MIR181B2 1
MIRLET7B 1
MIR210 1
MIR16-1 1
MIRLET7A3 1
MIRLET7A2 1
MIR181A1 1
MIRLET7A1 1
MIR16-2 1
MIR7-2 1
MIR181C 1
MIR27B 1
MIR18A 1
MIR181A2 1
MIR133B 1
MIR183 1
ZFPM2 1
MIR17 1
UPK3A 1
BRD7 1
PHF10 1
PBRM1 1
ARID2 1
CDX2 1
CDH17 1
REG4 1
SCO2 1
SLC16A3 1
SIRT3 1
SLC44A1 1
SLC44A3 1
SLC22A4 1
SLC22A3 1
SLC44A4 1
SLC22A2 1
SLC22A5 1
SLC44A2 1
SLC44A5 1
PRG2 1
EPX 1
RNASE3 1
SSB 1
TROVE2 1
TRIM21 1
IGLL1 1
DMD 4
DES 3
EMD 3
SGCD 4
SGCA 4
MYBPC3 2
SGCB 4
TTN 2
SGCG 4
PKP2 1
ACTN3 1
DSC2 1
DSG2 1
DSP 1
ACTN2 1
CXADR 1
NPPC 1

About

ComPath is developed and maintained in an academic capacity by Daniel Domingo-Fernández and Charles Tapley Hoyt at the Fraunhofer SCAI Department of Bioinformatics. This web application relies on data loaded from KEGG, Reactome, and WikiPathways Restful APIs, as well as MSigDB. More information here.