TSHR; NPSR1; | |
FFAR1; FFAR4; | |
TDP1; ALOX12; HSD17B2; HSD17B10; NOX4; ALOX15; POLB; | |
FYN; MET; AXL; FLT3; CDK1; MAPK1; PIM1; KDR; IGF1R; AURKB; | |
CA2; CA12; CA14; CA7; CA4; CA6; | |
TYR; | |
KDM4E; | |
MMP12; | |
AHR; HIF1A; | |
FUT7; | |
LMNA; FABP3; FABP4; |
Protein Class | Gene ID | Protein Name | Uniprot ID | Target ChEMBL ID |
---|---|---|---|---|
Cytochrome P450 family 1 | CYP1A2 | Cytochrome P450 1A2 | P05177 | CHEMBL3356 |
Cytochrome P450 family 1 | CYP1B1 | Cytochrome P450 1B1 | Q16678 | CHEMBL4878 |
Cytochrome P450 family 1 | CYP1A1 | Cytochrome P450 1A1 | P04798 | CHEMBL2231 |
Enzyme_unclassified | TDP1 | Tyrosyl-DNA phosphodiesterase 1 | Q9NUW8 | CHEMBL1075138 |
Enzyme_unclassified | ALOX12 | Arachidonate 12-lipoxygenase | P18054 | CHEMBL3687 |
Enzyme_unclassified | HSD17B2 | Estradiol 17-beta-dehydrogenase 2 | P37059 | CHEMBL2789 |
Enzyme_unclassified | HSD17B10 | Endoplasmic reticulum-associated amyloid beta-peptide-binding protein | Q99714 | CHEMBL4159 |
Enzyme_unclassified | NOX4 | NADPH oxidase 4 | Q9NPH5 | CHEMBL1250375 |
Enzyme_unclassified | ALOX15 | Arachidonate 15-lipoxygenase | P16050 | CHEMBL2903 |
Enzyme_unclassified | POLB | DNA polymerase beta | P06746 | CHEMBL2392 |
Lyase | CA2 | Carbonic anhydrase II | P00918 | CHEMBL205 |
Lyase | CA12 | Carbonic anhydrase XII | O43570 | CHEMBL3242 |
Lyase | CA14 | Carbonic anhydrase XIV | Q9ULX7 | CHEMBL3510 |
Lyase | CA7 | Carbonic anhydrase VII | P43166 | CHEMBL2326 |
Lyase | CA4 | Carbonic anhydrase IV | P22748 | CHEMBL3729 |
Lyase | CA6 | Carbonic anhydrase VI | P23280 | CHEMBL3025 |
Lysine demethylase | KDM4E | Lysine-specific demethylase 4D-like | B2RXH2 | CHEMBL1293226 |
Metallo protease | MMP12 | Matrix metalloproteinase 12 | P39900 | CHEMBL4393 |
Oxidoreductase | TYR | Tyrosinase | P14679 | CHEMBL1973 |
Peptide receptor (family A GPCR) | TSHR | Thyroid stimulating hormone receptor | P16473 | CHEMBL1963 |
Peptide receptor (family A GPCR) | NPSR1 | Neuropeptide S receptor | Q6W5P4 | CHEMBL5162 |
Protein Kinase | FYN | Tyrosine-protein kinase FYN | P06241 | CHEMBL1841 |
Protein Kinase | MET | Hepatocyte growth factor receptor | P08581 | CHEMBL3717 |
Protein Kinase | AXL | Tyrosine-protein kinase receptor UFO | P30530 | CHEMBL4895 |
Protein Kinase | FLT3 | Tyrosine-protein kinase receptor FLT3 | P36888 | CHEMBL1974 |
Protein Kinase | CDK1 | Cyclin-dependent kinase 1 | P06493 | CHEMBL308 |
Protein Kinase | MAPK1 | MAP kinase ERK2 | P28482 | CHEMBL4040 |
Protein Kinase | PIM1 | Serine/threonine-protein kinase PIM1 | P11309 | CHEMBL2147 |
Protein Kinase | KDR | Vascular endothelial growth factor receptor 2 | P35968 | CHEMBL279 |
Protein Kinase | IGF1R | Insulin-like growth factor I receptor | P08069 | CHEMBL1957 |
Protein Kinase | AURKB | Serine/threonine-protein kinase Aurora-B | Q96GD4 | CHEMBL2185 |
Small molecule receptor (family A GPCR) | FFAR1 | Free fatty acid receptor 1 | O14842 | CHEMBL4422 |
Small molecule receptor (family A GPCR) | FFAR4 | G-protein coupled receptor 120 | Q5NUL3 | CHEMBL5339 |
Transcription Factor | AHR | Aryl hydrocarbon receptor | P35869 | CHEMBL3201 |
Transcription Factor | HIF1A | Hypoxia-inducible factor 1 alpha | Q16665 | CHEMBL4261 |
Transferase | FUT7 | Alpha-(1,3)-fucosyltransferase 7 | Q11130 | CHEMBL3596077 |
Unclassified | LMNA | Prelamin-A/C | P02545 | CHEMBL1293235 |
Unclassified | FABP3 | Fatty acid binding protein muscle | P05413 | CHEMBL3344 |
Unclassified | FABP4 | Fatty acid binding protein adipocyte | P15090 | CHEMBL2083 |
GO Type | GO Category | Enriched GO Terms | p-Value | Adjusted p-Value | Enriched Genes |
---|---|---|---|---|---|
MF | GO:0003824; catalytic activity | GO:0004089; carbonate dehydratase activity | 2.236E-13 | 4.868E-09 | CA12, CA14, CA2, CA4, CA6, CA7 |
BP | GO:0051179; localization | GO:0015701; bicarbonate transport | 3.022E-10 | 1.316E-06 | CA12, CA14, CA2, CA4, CA6, CA7 |
BP | GO:0008152; metabolic process | GO:0006730; one-carbon metabolic process | 9.260E-09 | 1.440E-05 | CA12, CA2, CA4, CA6, CA7 |
BP | GO:0008152; metabolic process | GO:0097267; omega-hydroxylase P450 pathway | 9.043E-07 | 4.688E-04 | CYP1A1, CYP1A2, CYP1B1 |
BP | GO:0050896; response to stimulus | GO:0010243; response to organonitrogen compound | 1.935E-06 | 8.243E-04 | CDK1, FABP3, FFAR4, FLT3, FYN, IGF1R, MAPK1, NOX4, TSHR, TYR |
MF | GO:0005488; binding | GO:0019825; oxygen binding | 1.991E-06 | 8.243E-04 | CYP1A1, CYP1A2, CYP1B1, NOX4 |
BP | GO:0008152; metabolic process | GO:2001303; lipoxin A4 biosynthetic process | 3.972E-06 | 1.236E-03 | ALOX12, ALOX15 |
MF | GO:0003824; catalytic activity | GO:0047977; hepoxilin-epoxide hydrolase activity | 3.972E-06 | 1.236E-03 | ALOX12, ALOX15 |
BP | GO:0008283; cell proliferation | GO:0008284; positive regulation of cell proliferation | 7.475E-06 | 2.109E-03 | ALOX12, CDK1, FLT3, HIF1A, IGF1R, KDR, MAPK1, MMP12, PIM1, TSHR |
BP | GO:0008152; metabolic process | GO:0055114; oxidation-reduction process | 8.331E-06 | 2.240E-03 | ALOX12, ALOX15, CYP1A1, CYP1A2, CYP1B1, HSD17B10, HSD17B2, KDM4E, NOX4, TYR |
BP | GO:0008152; metabolic process | GO:0019373; epoxygenase P450 pathway | 9.869E-06 | 2.589E-03 | CYP1A1, CYP1A2, CYP1B1 |
BP | GO:0050896; response to stimulus | GO:0033993; response to lipid | 1.048E-05 | 2.717E-03 | AXL, CA2, CYP1A1, CYP1A2, FABP3, FFAR1, FLT3, HSD17B2, TYR |
BP | GO:0050896; response to stimulus | GO:0014070; response to organic cyclic compound | 1.108E-05 | 2.838E-03 | CA2, CDK1, CYP1A1, CYP1A2, CYP1B1, FLT3, MAPK1, NOX4, TYR |
BP | GO:0009987; cellular process | GO:0032849; positive regulation of cellular pH reduction | 1.190E-05 | 2.912E-03 | CA2, CA7 |
MF | GO:0003824; catalytic activity | GO:0004052; arachidonate 12-lipoxygenase activity | 1.190E-05 | 2.912E-03 | ALOX12, ALOX15 |
MF | GO:0003824; catalytic activity | GO:0051120; hepoxilin A3 synthase activity | 1.190E-05 | 2.912E-03 | ALOX12, ALOX15 |
BP | GO:0008152; metabolic process | GO:0009404; toxin metabolic process | 1.311E-05 | 3.068E-03 | CYP1A1, CYP1A2, CYP1B1 |
MF | GO:0003824; catalytic activity | GO:0070330; aromatase activity | 1.311E-05 | 3.068E-03 | CYP1A1, CYP1A2, CYP1B1 |
MF | GO:0005488; binding | GO:0005506; iron ion binding | 1.680E-05 | 3.732E-03 | ALOX12, ALOX15, CYP1A1, CYP1A2, CYP1B1 |
MF | GO:0005488; binding | GO:0005504; fatty acid binding | 2.152E-05 | 4.464E-03 | FABP3, FABP4, FFAR4 |
BP | GO:0008152; metabolic process | GO:0018894; dibenzo-p-dioxin metabolic process | 2.377E-05 | 4.711E-03 | CYP1A1, CYP1A2 |
BP | GO:0040011; locomotion | GO:0030335; positive regulation of cell migration | 2.557E-05 | 5.017E-03 | ALOX12, HIF1A, IGF1R, KDR, MAPK1, MET, NOX4 |
MF | GO:0005488; binding | GO:0043548; phosphatidylinositol 3-kinase binding | 2.681E-05 | 5.122E-03 | AXL, FYN, IGF1R |
MF | GO:0005488; binding | GO:0051879; Hsp90 protein binding | 3.624E-05 | 6.745E-03 | AHR, HIF1A, KDR |
BP | GO:0008152; metabolic process | GO:0051122; hepoxilin biosynthetic process | 3.957E-05 | 7.122E-03 | ALOX12, ALOX15 |
BP | Unclassified; | GO:2000021; regulation of ion homeostasis | 5.898E-05 | 9.705E-03 | CA2, CA7, FYN, KDR, NPSR1 |
Pathway Category Top Level | Pathway Category Second Level | Pathway ID | Pathway Name | p-Value | Adjusted p-Value | Enriched Genes |
---|---|---|---|---|---|---|
09100 Metabolism | 09102 Energy metabolism | hsa00910 | Nitrogen metabolism | 4.476E-13 | 6.132E-11 | CA12, CA2, CA4, CA7, CA6, CA14 |
09150 Organismal Systems | 09152 Endocrine system | hsa04913 | Ovarian steroidogenesis | 2.665E-06 | 1.825E-04 | HSD17B2, CYP1A1, CYP1B1, IGF1R |
09100 Metabolism | 09103 Lipid metabolism | hsa00140 | Steroid hormone biosynthesis | 4.855E-06 | 2.217E-04 | CYP1A2, HSD17B2, CYP1A1, CYP1B1 |
09160 Human Diseases | 09161 Cancers | hsa05230 | Central carbon metabolism in cancer | 8.661E-06 | 2.966E-04 | FLT3, MAPK1, MET, HIF1A |
09140 Cellular Processes | 09144 Cellular community - eukaryotes | hsa04520 | Adherens junction | 1.287E-05 | 3.528E-04 | MAPK1, FYN, MET, IGF1R |
09160 Human Diseases | 09161 Cancers | hsa05205 | Proteoglycans in cancer | 4.459E-05 | 8.728E-04 | KDR, MAPK1, HIF1A, MET, IGF1R |
09140 Cellular Processes | 09144 Cellular community - eukaryotes | hsa04510 | Focal adhesion | 4.356E-05 | 8.728E-04 | KDR, MAPK1, FYN, MET, IGF1R |
09100 Metabolism | 09105 Amino acid metabolism | hsa00380 | Tryptophan metabolism | 6.443E-05 | 1.103E-03 | CYP1A2, CYP1A1, CYP1B1 |
09160 Human Diseases | 09161 Cancers | hsa05221 | Acute myeloid leukemia | 1.865E-04 | 2.839E-03 | FLT3, PIM1, MAPK1 |
09160 Human Diseases | 09161 Cancers | hsa05211 | Renal cell carcinoma | 2.881E-04 | 3.948E-03 | MAPK1, MET, HIF1A |
09160 Human Diseases | 09161 Cancers | hsa05218 | Melanoma | 3.575E-04 | 4.429E-03 | MAPK1, MET, IGF1R |
09130 Environmental Information Processing | 09132 Signal transduction | hsa04015 | Rap1 signaling pathway | 7.415E-04 | 7.256E-03 | KDR, MAPK1, MET, IGF1R |
09100 Metabolism | 09111 Xenobiotics biodegradation and metabolism | hsa00980 | Metabolism of xenobiotics by cytochrome P450 | 3.880E-04 | 4.429E-03 | CYP1A2, CYP1A1, CYP1B1 |
09160 Human Diseases | 09161 Cancers | hsa05200 | Pathways in cancer | 9.928E-04 | 7.556E-03 | FLT3, MAPK1, HIF1A, MET, IGF1R |
09130 Environmental Information Processing | 09132 Signal transduction | hsa04014 | Ras signaling pathway | 9.734E-04 | 7.556E-03 | KDR, MAPK1, MET, IGF1R |
09150 Organismal Systems | 09152 Endocrine system | hsa04914 | Progesterone-mediated oocyte maturation | 9.173E-04 | 7.556E-03 | CDK1, MAPK1, IGF1R |
09160 Human Diseases | 09161 Cancers | hsa05204 | Chemical carcinogenesis | 5.458E-04 | 5.751E-03 | CYP1A2, CYP1A1, CYP1B1 |
09130 Environmental Information Processing | 09132 Signal transduction | hsa04066 | HIF-1 signaling pathway | 1.060E-03 | 7.640E-03 | MAPK1, HIF1A, IGF1R |
09150 Organismal Systems | 09156 Nervous system | hsa04726 | Serotonergic synapse | 1.349E-03 | 9.241E-03 | ALOX15, MAPK1, ALOX12 |
09150 Organismal Systems | 09155 Excretory system | hsa04964 | Proximal tubule bicarbonate reclamation | 9.135E-04 | 7.556E-03 | CA2, CA4 |
09100 Metabolism | 09103 Lipid metabolism | hsa00591 | Linoleic acid metabolism | 1.455E-03 | 9.493E-03 | CYP1A2, ALOX15 |
ICD10 Disease Category | Disease Name | ICD10 Code | Associated Disease Targets (Association Ref: TTD database) |
---|---|---|---|
I00-I99: Diseases of the circulatory system | High blood pressure | I10-I16 | CA2; |
G00-G99: Diseases of the nervous system G00-G99 | Motor neurone disease | G12.2 | IGF1R; |
C00-D49: Neoplasms | Multiple myeloma | C90 | IGF1R; AHR; |
I00-I99: Diseases of the circulatory system | Angiogenesis disorder | I00-I99 | KDR; |
C00-D49: Neoplasms | Pancreatic cancer | C25 | KDR; FLT3; |
L00-L99: Diseases of the skin and subcutaneous tissue | Vitiligo | L80 | TYR; |
J00-J99: Diseases of the respiratory system | Asthma | J45 | MMP12; |
C00-D49: Neoplasms | Metastatic colorectal cancer | C18-C21 | KDR; |
C00-D49: Neoplasms | Metastatic HER2-negative gastric cancer | NA | MET; |
M00-M99: Diseases of the musculoskeletal system and connective tissue | Rheumatoid arthritis | M05-M06 | TYR; |
C00-D49: Neoplasms | Peritoneal cavity cancer | NA | KDR; |
NA: NA | GIST | NA | FLT3; |
C00-D49: Neoplasms | Myelodysplastic syndrome | D46 | KDR; |
C00-D49: Neoplasms | Metastatic breast cancer | C50 | KDR; |
C00-D49: Neoplasms | Advanced malignancies | C00-C96 | KDR; |
C00-D49: Neoplasms | Advanced renal cell carcinoma | C64 | KDR; |
C00-D49: Neoplasms | Thyroid cancer | C73 | KDR; TSHR; |
L00-L99: Diseases of the skin and subcutaneous tissue | Melasma | L81.1 | TYR; |
C00-D49: Neoplasms | Medullary thyroid cancer | C73 | KDR; |
C00-D49: Neoplasms | Melanoma | C43 | KDR; TYR; |
C00-D49: Neoplasms | Colon cancer | C50 | FLT3; |
C00-D49: Neoplasms | Colorectal cancer | C18-C21 | IGF1R; KDR; FLT3; |
C00-D49: Neoplasms | Malignant adrenal gland cancer | C74.0 | IGF1R; |
I00-I99: Diseases of the circulatory system | Pulmonary arterial hypertension | I27.0, I27.2 | HIF1A; |
C00-D49: Neoplasms | Gastric cancer | C16 | KDR; |
L00-L99: Diseases of the skin and subcutaneous tissue | Fibrosis | L90.5 | MET; |
C00-D49: Neoplasms | Metastatic castration-resistant prostate cancer | C61 | KDR; |
C00-D49: Neoplasms | Metastasis | C00-C97 | AXL; |
C00-D49: Neoplasms | Fallopian tube cancer | C57.0, D28.2 | KDR; |
C00-D49: Neoplasms | AML | NA | KDR; FLT3; |
H00-H59: Diseases of the eye and adnexa | Graves' ophthalmopathy | H06.2 | IGF1R; |
C00-D49: Neoplasms | Advanced solid tumor | C00-C75, C7A, C7B | MET; |
C00-D49: Neoplasms | Glioblastoma | NA | FLT3; |
E00-E89: Endocrine, nutritional and metabolic diseases | Non-insulin dependent diabetes | E11.9 | FFAR1; |
C00-D49: Neoplasms | Non-small-cell lung cancer | NA | KDR; |
C00-D49: Neoplasms | Non-small cell lung cancer | C33-C34 | MET; IGF1R; KDR; AXL; |
C00-D49: Neoplasms | Inflammatory disease | C11, C44, K75.9, M00-M25 | MMP12; |
F01-F99: Mental, Behavioral and Neurodevelopmental disorders | Insomnia | F51.0, G47.0 | CA2; |
I00-I99: Diseases of the circulatory system | Aortic aneurysm | I71 | MMP12; |
C00-D49: Neoplasms | Myelofibrosis | C94.4, D47.4 | FLT3; |
C00-D49: Neoplasms | Myeloid leukemia | C92 | FLT3; |
K00-K95: Diseases of the digestive system | Liver disease | K70-K77 | MET; |
C00-D49: Neoplasms | Lymphoma | C81-C86 | HIF1A; |
NA: NA | Edema | NA | CA2; |
I00-I99: Diseases of the circulatory system | Edema associated with congestive heart failure | I50, R60.9 | CA2; |
NA: NA | Anaplastic mixed oligoastrocytoma | NA | FLT3; |
C00-D49: Neoplasms | Leukemia | C90-C95 | FLT3; |
C00-D49: Neoplasms | Liver cancer | C22 | IGF1R; KDR; |
K00-K95: Diseases of the digestive system | Duodenal ulcers | K25-K27 | CA2; |
C00-D49: Neoplasms | Acute myeloid leukemia | C92.0 | AURKB; FLT3; |
C00-D49: Neoplasms | Acute lymphoblastic leukemia | C91.0 | FLT3; |
C00-D49: Neoplasms | Ovarian cancer | C56 | KDR; |
NA: NA | Hematopoietic stem cell transplantation | NA | FLT3; |
C00-D49: Neoplasms | Hematological malignancies | C81-C86 | AURKB; |
C00-D49: Neoplasms | Hepatocellular carcinoma | C22.0 | MET; IGF1R; KDR; |
W85-W99: Exposure to electric current, radiation and extreme ambient air temperature and pressure | Diagnostic test to differentiate primary and secondary hypothyroidism | W88 | TSHR; |
C00-D49: Neoplasms | CLL | NA | FLT3; |
G00-G99: Diseases of the nervous system G00-G99 | Pain | G64, G90.0, R52, G89 | CDK1; IGF1R; |
C00-D49: Neoplasms | Cutaneous Melanoma | C43-C44 | KDR; |
NA: NA | HIV infections | NA | AHR; |
E00-E89: Endocrine, nutritional and metabolic diseases | Hormone deficiency | E00-E90 | IGF1R; |
J00-J99: Diseases of the respiratory system | Chronic obstructive pulmonary disease | J40-J44, J47 | MMP12; |
H00-H59: Diseases of the eye and adnexa | Ocular hypertension | H40.0 | CA4; |
H00-H59: Diseases of the eye and adnexa | Open-angle glaucoma | H40-H42 | CA4; CA2; |
A00-B99: Certain infectious and parasitic diseases | Human immunodeficiency virus infection | B20-B26 | FLT3; |
E00-E89: Endocrine, nutritional and metabolic diseases | Diabetes | E23.2, N25.1 | FFAR1; |
I00-I99: Diseases of the circulatory system | Heart disease | I00-I52 | MET; |
C00-D49: Neoplasms | Biliary cancer | C22, C24 | KDR; |
K00-K95: Diseases of the digestive system | Chemotherapy-induced mucositis | K12.3 | MET; |
I00-I99: Diseases of the circulatory system | Restenosis | I51.89 | MAPK1; |
C00-D49: Neoplasms | Renal cancer | C64 | KDR; |
C00-D49: Neoplasms | Renal cell carcinoma | NA | KDR; |
C00-D49: Neoplasms | Cancer | C00-C96 | PIM1; MET; CDK1; IGF1R; KDR; FLT3; HIF1A; MAPK1; |
C00-D49: Neoplasms | Gastrointestinal cancers | C15-C26 | KDR; |
J00-J99: Diseases of the respiratory system | Airway inflammation | J00-J99 | FLT3; |
R00-R99: Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | Growth failure | R62.8 | IGF1R; |
I00-I99: Diseases of the circulatory system | Cardiovascular disorder | I00-I99 | KDR; |
C00-D49: Neoplasms | Gliosarcoma | NA | FLT3; |
C00-D49: Neoplasms | Glioma | C71 | KDR; |
C00-D49: Neoplasms | Squamous cell cancer of head and neck | NA | KDR; |
I00-I99: Diseases of the circulatory system | Atherosclerosis | I70 | MMP12; |
L00-L99: Diseases of the skin and subcutaneous tissue | Psoriatic disorder | L40 | IGF1R; |
C00-D49: Neoplasms | Prostate cancer | C61 | FLT3; |
L00-L99: Diseases of the skin and subcutaneous tissue | Psoriasis | L40 | FLT3; |
I00-I99: Diseases of the circulatory system | Neurological disease | I21, I22, R52, R52.1-R52.2, R60.9, G89 | NPSR1; |
C00-D49: Neoplasms | Breast cancer | C50 | CDK1; IGF1R; KDR; FLT3; |
C00-D49: Neoplasms | Head and neck cancer | C07-C14, C32-C33 | KDR; |
E00-E89: Endocrine, nutritional and metabolic diseases | Type 2 diabetes | E11 | FFAR1; |
C00-D49: Neoplasms | Thyroid cancer diagnosis | C73 | TSHR; |
C00-D49: Neoplasms | Solid tumours | C00-D48 | MET; AURKB; IGF1R; KDR; FLT3; HIF1A; MAPK1; |