Osteoarthritis
diseaseOn this page
Also known as degenerative joint disease
Summary
Osteoarthritis (MONDO:0005178) is a disease (an umbrella term covering 5 Mondo subtypes) with 31 cohort genes (822 GWAS associations across 168 studies) and 1,574 clinical trials. The dominant Reactome pathway is MAPK family signaling cascades (3 cohort genes). Top therapeutic interventions include celecoxib, hyaluronic acid, and diclofenac.
At a glance
- Umbrella term: 5 Mondo subtypes
- Cohort genes: 31
- GWAS associations: 822
- ClinVar variants: 4
- Clinical trials: 1,574
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | osteoarthritis |
| Mondo ID | MONDO:0005178 |
| MeSH | D010003 |
| DOID | DOID:8398 |
| ICD-10-CM | M15-M19, M19 |
| ICD-11 | 558562409 |
| NCIT | C3293 |
| SNOMED CT | 396275006 |
| UMLS | C0029408 |
| MedGen | 45244 |
| Is cancer (heuristic) | no |
Also known as: degenerative joint disease
Data availability: 4 ClinVar variants · 822 GWAS associations (168 studies) · 1 HPO phenotype · 10 cell lines.
Disease family
An umbrella term covering 5 Mondo subtypes.
Classification path: disease › human disease › disease by body system or component › musculoskeletal system disorder › skeletal system disorder › bone disorder › bone inflammation disease › arthritic joint disease › osteoarthritis
Related subtypes (12): chondrocalcinosis, transient arthritis, synovitis, periarthritis, rheumatoid arthritis, juvenile idiopathic arthritis, reactive arthritis, adult-onset Still disease, polyarticular arthritis, infective arthritis, negative rheumatoid factor polyarthritis, hemophilic arthropathy
Subtypes (5): osteoarthritis, knee, osteoarthritis, hip, osteoarthritis, spine, osteoarthritis, toe, osteoarthritis, hand
Genetics & variants
GWAS landscape
822 GWAS associations across 168 studies. Top hits map to 31 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs62106258 | 3e-98 | LINC01865 | T | |
| rs6743060 | 1e-94 | LINC01875 - TMEM18 | A | |
| rs2681781 | 7e-52 | CAMKV | A | |
| rs13107325 | 2e-51 | SLC39A8 | T | |
| rs34811474 | 3e-39 | ANAPC4 | A | |
| rs3755380 | 1e-37 | TGFA | C | 1.04 |
| rs71325101 | 1e-34 | FYCO1 | C | 0.03 |
| rs12446632 | 6e-33 | GPRC5B - GPR139 | A | |
| rs34460587 | 5e-31 | XCR1 - CCR3 | T | 0.02 |
| rs10843013 | 3e-30 | RN7SKP15 - PTHLH | A | 0.86 |
| rs12209223 | 2e-29 | FILIP1 | A | 1.22 |
| rs4240673 | 5e-29 | XKR6 | T | |
| rs6855246 | 5e-29 | BANK1 - SLC39A8 | A | 0.09 |
| rs12509303 | 4e-28 | TACC3 - FGFR3 | T | 1.05 |
| rs6446187 | 1e-27 | CAMKV | A | |
| rs3910146 | 2e-27 | ECM1P2 - U6 | T | 0.96 |
| rs11731421 | 5e-27 | TACC3 - FGFR3 | A | 1.03 |
| rs35225200 | 1e-26 | BANK1 - SLC39A8 | A | 0.1 |
| rs13079478 | 1e-25 | FYCO1 | T | 0.03 |
| rs981819 | 6e-25 | UQCC1 | T | 0.97 |
| rs9930333 | 2e-24 | FTO | T | 0.97 |
| rs429358 | 2e-22 | APOE | T | 1.04 |
| rs71327024 | 1e-21 | XCR1 - CCR3 | T | 0.03 |
| rs28579874 | 2e-21 | SLC25A13 | A | 0.97 |
| chr12:123732769 | 3e-21 | A | 0.96 | |
| rs10416125 | 6e-21 | SLC44A2 - ILF3-DT | A | 0.97 |
| rs11719514 | 1e-20 | PBRM1 | T | 0.97 |
| rs2109069 | 6e-20 | DPP9 | A | 0.02 |
| rs4252548 | 2e-19 | IL11 | T | 1.39 |
| rs1321917 | 1e-18 | ASTN2, ASTN2-AS1 | C | 1.1 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST90034520 | Boer CG | 2021 | 175,803 | 644,862 | Deciphering osteoarthritis genetics across 826,690 individuals from 9 populations. |
| GCST007093 | Tachmazidou I | 2019 | 77,052 | 378,169 | Identification of new therapeutic targets for osteoarthritis through genome-wide analyses of UK Biobank data. |
| GCST90038686 | Donertas HM | 2021 | 39,515 | 445,083 | Common genetic associations between age-related diseases. |
| GCST90077875 | Backman JD | 2021 | 39,005 | 292,749 | Exome sequencing and analysis of 454,787 UK Biobank participants. |
| GCST90081861 | Backman JD | 2021 | 39,005 | 292,749 | Exome sequencing and analysis of 454,787 UK Biobank participants. |
| GCST90077876 | Backman JD | 2021 | 33,708 | 295,344 | Exome sequencing and analysis of 454,787 UK Biobank participants. |
| GCST90081862 | Backman JD | 2021 | 33,708 | 295,344 | Exome sequencing and analysis of 454,787 UK Biobank participants. |
| GCST90080427 | Backman JD | 2021 | 29,459 | 339,413 | Exome sequencing and analysis of 454,787 UK Biobank participants. |
| GCST010771 | Bi W | 2020 | 29,071 | 253,800 | A Fast and Accurate Method for Genome-Wide Time-to-Event Data Analysis and Its Application to UK Biobank. |
| GCST90080426 | Backman JD | 2021 | 23,959 | 354,957 | Exome sequencing and analysis of 454,787 UK Biobank participants. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|---|
| Tier 1: coding | 6 |
| Tier 2: splice/UTR | 0 |
| Tier 3: regulatory | 3 |
| Tier 4: intronic/intergenic | 41 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 45 |
| low_freq (0.01-0.05) | 3 |
| rare (<0.01) | 0 |
| unknown | 2 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 28 |
| intergenic_variant | 8 |
| missense_variant | 5 |
| regulatory_region_variant | 3 |
| unknown | 3 |
| synonymous_variant | 1 |
| non_coding_transcript_exon_variant | 1 |
| frameshift_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs55872725 | 16 | 53775211 | C>G,T | 0.05 | intron_variant | FTO | Tier 4: intronic/intergenic | |
| rs62106258 | 2 | 417167 | T>C | 0.05 | intron_variant | LINC01865 | 3e-98 | Tier 4: intronic/intergenic |
| rs6743060 | 2 | 629510 | C>A | 0.05 | intergenic_variant | LINC01875 - TMEM18 | 1e-94 | Tier 4: intronic/intergenic |
| rs2681781 | 3 | 49860840 | A>G | 0.05 | synonymous_variant | CAMKV | 7e-52 | Tier 4: intronic/intergenic |
| rs13107325 | 4 | 102267552 | C>A,T | 0.05 | missense_variant | SLC39A8 | 2e-51 | Tier 1: coding |
| rs34811474 | 4 | 25407216 | G>A,C,T | 0.05 | missense_variant | ANAPC4 | 3e-39 | Tier 1: coding |
| rs3755380 | 2 | 70491888 | C>A,G,T | 0.453 | intron_variant | TGFA | 1e-37 | Tier 4: intronic/intergenic |
| rs71325101 | 3 | 45974077 | T>C | 0.05 | intron_variant | FYCO1 | 1e-34 | Tier 4: intronic/intergenic |
| rs12446632 | 16 | 19924067 | G>A | 0.05 | intron_variant | GPRC5B - GPR139 | 6e-33 | Tier 4: intronic/intergenic |
| rs34460587 | 3 | 46100972 | C>T | 0.05 | non_coding_transcript_exon_variant | XCR1 - CCR3 | 5e-31 | Tier 4: intronic/intergenic |
| rs10843013 | 12 | 27872263 | A>C,T | 0.216 | intron_variant | RN7SKP15 - PTHLH | 3e-30 | Tier 4: intronic/intergenic |
| rs12209223 | 6 | 75454873 | C>A | 0.111 | intron_variant | FILIP1 | 2e-29 | Tier 4: intronic/intergenic |
| rs4240673 | 8 | 10930102 | T>C,G | 0.05 | intron_variant | XKR6 | 5e-29 | Tier 4: intronic/intergenic |
| rs6855246 | 4 | 102191313 | A>C,G | 0.097 | intergenic_variant | BANK1 - SLC39A8 | 5e-29 | Tier 4: intronic/intergenic |
| rs12509303 | 4 | 1763447 | T>C | 0.156 | regulatory_region_variant | TACC3 - FGFR3 | 4e-28 | Tier 3: regulatory |
| rs6446187 | 3 | 49869678 | C>A | 0.05 | intron_variant | CAMKV | 1e-27 | Tier 4: intronic/intergenic |
| rs3910146 | 4 | 13041970 | G>A,T | 0.373 | intergenic_variant | ECM1P2 - U6 | 2e-27 | Tier 4: intronic/intergenic |
| rs11731421 | 4 | 1747433 | G>A,C | 0.357 | regulatory_region_variant | TACC3 - FGFR3 | 5e-27 | Tier 3: regulatory |
| rs35225200 | 4 | 102225731 | A>C | 0.086 | intron_variant | BANK1 - SLC39A8 | 1e-26 | Tier 4: intronic/intergenic |
| rs13079478 | 3 | 45966331 | G>T | 0.05 | missense_variant | FYCO1 | 1e-25 | Tier 1: coding |
| rs981819 | 20 | 35336309 | C>T | 0.398 | intron_variant | UQCC1 | 6e-25 | Tier 4: intronic/intergenic |
| rs9930333 | 16 | 53766065 | T>C,G | 0.429 | intron_variant | FTO | 2e-24 | Tier 4: intronic/intergenic |
| rs429358 | 19 | 44908684 | T>C | 0.158 | missense_variant | APOE | 2e-22 | Tier 1: coding |
| rs71327024 | 3 | 46098581 | G>T | 0.05 | intron_variant | XCR1 - CCR3 | 1e-21 | Tier 4: intronic/intergenic |
| rs28579874 | 7 | 96207766 | A>C,G,T | 0.382 | intron_variant | SLC25A13 | 2e-21 | Tier 4: intronic/intergenic |
| chr12:123732769 | 0.203 | 3e-21 | Tier 4: intronic/intergenic | |||||
| rs10416125 | 19 | 10649331 | G>A,C,T | 0.36 | intergenic_variant | SLC44A2 - ILF3-DT | 6e-21 | Tier 4: intronic/intergenic |
| rs11719514 | 3 | 52638515 | T>A,C | 0.396 | intron_variant | PBRM1 | 1e-20 | Tier 4: intronic/intergenic |
| rs2109069 | 19 | 4719431 | G>A | 0.05 | intron_variant | DPP9 | 6e-20 | Tier 4: intronic/intergenic |
| rs4252548 | 19 | 55368304 | C>T | 0.024 | missense_variant | IL11 | 2e-19 | Tier 1: coding |
ClinVar germline variants
4 retrieved; paginated sample, class counts are floors:
2 association, 1 conflicting classifications of pathogenicity, 1 uncertain significance
| ClinVar | Variant (HGVS) | Gene | Classification | Review |
|---|---|---|---|---|
| 1679885 | NM_001844.5(COL2A1):c.3397C>T (p.Arg1133Cys) | COL2A1 | Conflicting classifications of pathogenicity | criteria provided, conflicting classifications |
| 522886 | NM_001463.4(FRZB):c.282del (p.Ile95fs) | FRZB | Uncertain significance | criteria provided, single submitter |
| 590975 | NC_000023.11:g.12906527G>C | TLR8 | association | no assertion criteria provided |
| 590976 | NC_000023.11:g.12906538T>A | TLR8 | association | no assertion criteria provided |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 42 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| TGFA | Orphanet:99798 | Oligodontia |
| CAMK2B | Orphanet:178469 | Autosomal dominant non-syndromic intellectual disability |
| COG5 | Orphanet:263487 | COG5-CDG |
| TLR8 | Orphanet:675628 | TLR8-related inflammation-severe neutropenia-bone marrow failure-lymphoproliferation syndrome |
| RP1L1 | Orphanet:247834 | Occult macular dystrophy |
| RP1L1 | Orphanet:791 | Retinitis pigmentosa |
| COL2A1 | Orphanet:137678 | Spondyloepiphyseal dysplasia with metatarsal shortening |
| COL2A1 | Orphanet:166100 | Autosomal dominant otospondylomegaepiphyseal dysplasia |
| COL2A1 | Orphanet:1856 | Spondyloperipheral dysplasia-short ulna syndrome |
| COL2A1 | Orphanet:209867 | Autosomal dominant rhegmatogenous retinal detachment |
| COL2A1 | Orphanet:2380 | Legg-Calvé-Perthes disease |
| COL2A1 | Orphanet:459051 | Spondyloepiphyseal dysplasia, Stanescu type |
| COL2A1 | Orphanet:485 | Kniest dysplasia |
| COL2A1 | Orphanet:85166 | Platyspondylic dysplasia, Torrance type |
| COL2A1 | Orphanet:85198 | Dysspondyloenchondromatosis |
| COL2A1 | Orphanet:86820 | Familial avascular necrosis of femoral head |
| COL2A1 | Orphanet:90653 | Stickler syndrome type 1 |
| COL2A1 | Orphanet:93279 | Mild spondyloepiphyseal dysplasia due to COL2A1 mutation with early-onset osteoarthritis |
| COL2A1 | Orphanet:93296 | Achondrogenesis type 2 |
| COL2A1 | Orphanet:93297 | Hypochondrogenesis |
| COL2A1 | Orphanet:93315 | Spondylometaphyseal dysplasia, ‘corner fracture’ type |
| COL2A1 | Orphanet:93316 | Spondylometaphyseal dysplasia, Schmidt type |
| COL2A1 | Orphanet:93346 | Spondyloepimetaphyseal dysplasia congenita, Strudwick type |
| COL2A1 | Orphanet:94068 | Spondyloepiphyseal dysplasia congenita |
| COMP | Orphanet:750 | Pseudoachondroplasia |
| COMP | Orphanet:93308 | Multiple epiphyseal dysplasia type 1 |
| KANSL1 | Orphanet:363958 | 17q21.31 microdeletion syndrome |
| KANSL1 | Orphanet:363965 | Koolen-De Vries syndrome due to a point mutation |
| FTO | Orphanet:210144 | Lethal polymalformative syndrome, Boissel type |
| GLT8D1 | Orphanet:803 | Amyotrophic lateral sclerosis |
| SLC30A10 | Orphanet:309854 | Cirrhosis-dystonia-polycythemia-hypermanganesemia syndrome |
| DNAH10 | Orphanet:137893 | Male infertility due to large-headed multiflagellar polyploid spermatozoa |
| DNAH10 | Orphanet:399805 | Male infertility with azoospermia or oligozoospermia due to single gene mutation |
| IFRD1 | Orphanet:98771 | Spinocerebellar ataxia type 18 |
| MAPT | Orphanet:100069 | Semantic dementia |
| MAPT | Orphanet:100070 | Progressive non-fluent aphasia |
| MAPT | Orphanet:240071 | Classic progressive supranuclear palsy syndrome |
| MAPT | Orphanet:240085 | Progressive supranuclear palsy-predominant parkinsonism syndrome |
| MAPT | Orphanet:240094 | Progressive supranuclear palsy-pure akinesia with gait freezing syndrome |
| MAPT | Orphanet:240103 | Progressive supranuclear palsy-corticobasal syndrome |
| MAPT | Orphanet:240112 | Progressive supranuclear palsy-progressive non-fluent aphasia syndrome |
| MAPT | Orphanet:275864 | Behavioral variant of frontotemporal dementia |
Cohort genes → proteins
31 cohort genes, 28 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 28 |
| multi_evidence | 3 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| SUPT3H | HGNC:11466 | ENSG00000196284 | O75486 | Transcription initiation protein SPT3 homolog | gwas |
| TGFA | HGNC:11765 | ENSG00000163235 | P01135 | Protransforming growth factor alpha | gwas |
| MCF2L | HGNC:14576 | ENSG00000126217 | O15068 | Guanine nucleotide exchange factor DBS | gwas |
| CAMK2B | HGNC:1461 | ENSG00000058404 | Q13554 | Calcium/calmodulin-dependent protein kinase type II subunit beta | gwas |
| COG5 | HGNC:14857 | ENSG00000164597 | Q9UP83 | Conserved oligomeric Golgi complex subunit 5 | gwas |
| ALDH1A2 | HGNC:15472 | ENSG00000128918 | O94788 | Retinal dehydrogenase 2 | gwas |
| TLR8 | HGNC:15632 | ENSG00000101916 | Q9NR97 | Toll-like receptor 8 | clinvar |
| RP1L1 | HGNC:15946 | ENSG00000183638 | Q8IWN7 | Retinitis pigmentosa 1-like 1 protein | gwas |
| CDC5L | HGNC:1743 | ENSG00000096401 | Q99459 | Cell division cycle 5-like protein | gwas |
| LYPLAL1 | HGNC:20440 | ENSG00000143353 | Q5VWZ2 | Lysophospholipase-like protein 1 | gwas |
| DUS4L | HGNC:21517 | ENSG00000105865 | O95620 | tRNA-dihydrouridine(20a/20b) synthase [NAD(P)+]-like | gwas |
| COL2A1 | HGNC:2200 | ENSG00000139219 | P02458 | Collagen alpha-1(II) chain | clinvar |
| COMP | HGNC:2227 | ENSG00000105664 | P49747 | Cartilage oligomeric matrix protein | gwas |
| NACA2 | HGNC:23290 | ENSG00000253506 | Q9H009 | Nascent polypeptide-associated complex subunit alpha-2 | gwas |
| KANSL1 | HGNC:24565 | ENSG00000120071 | Q7Z3B3 | KAT8 regulatory NSL complex subunit 1 | gwas |
| FTO | HGNC:24678 | ENSG00000140718 | Q9C0B1 | Alpha-ketoglutarate-dependent dioxygenase FTO | gwas |
| GLT8D1 | HGNC:24870 | ENSG00000016864 | Q68CQ7 | Glycosyltransferase 8 domain-containing protein 1 | gwas |
| DOT1L | HGNC:24948 | ENSG00000104885 | Q8TEK3 | Histone-lysine N-methyltransferase, H3 lysine-79 specific | gwas |
| CHADL | HGNC:25165 | ENSG00000100399 | Q6NUI6 | Chondroadherin-like protein | gwas |
| SLC30A10 | HGNC:25355 | ENSG00000196660 | Q6XR72 | Calcium/manganese antiporter SLC30A10 | gwas |
| LRRC37A4P | HGNC:25479 | ENSG00000214425 | leucine rich repeat containing 37 member A4, pseudogene | gwas | |
| RFLNA | HGNC:27051 | ENSG00000178882 | Q6ZTI6 | Refilin-A | gwas |
| LRRC37A | HGNC:29069 | ENSG00000176681 | A6NMS7 | Leucine-rich repeat-containing protein 37A | gwas |
| DNAH10 | HGNC:2941 | ENSG00000197653 | Q8IVF4 | Dynein axonemal heavy chain 10 | gwas |
| GNL3 | HGNC:29931 | ENSG00000163938 | Q9BVP2 | Guanine nucleotide-binding protein-like 3 | gwas |
| MIR4286 | HGNC:38186 | ENSG00000263762 | microRNA 4286 | gwas | |
| FRZB | HGNC:3959 | ENSG00000162998 | Q92765 | Secreted frizzled-related protein 3 | clinvar |
| MAPK8IP1P2 | HGNC:52402 | ENSG00000263503 | mitogen-activated protein kinase 8 interacting protein 1 pseudogene 2 | gwas | |
| IFRD1 | HGNC:5456 | ENSG00000006652 | O00458 | Interferon-related developmental regulator 1 | gwas |
| MAPT | HGNC:6893 | ENSG00000186868 | P10636 | Microtubule-associated protein tau | gwas |
| NCOA3 | HGNC:7670 | ENSG00000124151 | Q9Y6Q9 | Nuclear receptor coactivator 3 | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| SUPT3H | Transcription initiation protein SPT3 homolog | Probable transcriptional activator. |
| TGFA | Protransforming growth factor alpha | TGF alpha is a mitogenic polypeptide that is able to bind to the EGF receptor/EGFR and to act synergistically with TGF beta to promote anchorage-independent cell proliferation in soft agar. |
| MCF2L | Guanine nucleotide exchange factor DBS | Guanine nucleotide exchange factor that catalyzes guanine nucleotide exchange on RHOA and CDC42, and thereby contributes to the regulation of RHOA and CDC42 signaling pathways. |
| CAMK2B | Calcium/calmodulin-dependent protein kinase type II subunit beta | Calcium/calmodulin-dependent protein kinase that functions autonomously after Ca(2+)/calmodulin-binding and autophosphorylation, and is involved in dendritic spine and synapse formation, neuronal plasticity and regulation of sarcoplasmic r… |
| COG5 | Conserved oligomeric Golgi complex subunit 5 | Required for normal Golgi function. |
| ALDH1A2 | Retinal dehydrogenase 2 | Catalyzes the NAD-dependent oxidation of aldehyde substrates, such as all-trans-retinal and all-trans-13,14-dihydroretinal, to their corresponding carboxylic acids, all-trans-retinoate and all-trans-13,14-dihydroretinoate, respectively. |
| TLR8 | Toll-like receptor 8 | Endosomal receptor that plays a key role in innate and adaptive immunity. |
| RP1L1 | Retinitis pigmentosa 1-like 1 protein | Required for the differentiation of photoreceptor cells. |
| CDC5L | Cell division cycle 5-like protein | DNA-binding protein involved in cell cycle control. |
| LYPLAL1 | Lysophospholipase-like protein 1 | Palmitoyl thioesterase that catalyzes depalmitoylation of CGAS and KCNMA1. |
| DUS4L | tRNA-dihydrouridine(20a/20b) synthase [NAD(P)+]-like | Catalyzes the synthesis of dihydrouridine, a modified base found in the D-loop of most tRNAs. |
| COL2A1 | Collagen alpha-1(II) chain | Type II collagen is specific for cartilaginous tissues. |
| COMP | Cartilage oligomeric matrix protein | Plays a role in the structural integrity of cartilage via its interaction with other extracellular matrix proteins such as the collagens and fibronectin. |
| NACA2 | Nascent polypeptide-associated complex subunit alpha-2 | Prevents inappropriate targeting of non-secretory polypeptides to the endoplasmic reticulum (ER). |
| KANSL1 | KAT8 regulatory NSL complex subunit 1 | Non-catalytic component of the NSL histone acetyltransferase complex, a multiprotein complex that mediates histone H4 acetylation at ‘Lys-5’- and ‘Lys-8’ (H4K5ac and H4K8ac) at transcription start sites and promotes transcription initiatio… |
| FTO | Alpha-ketoglutarate-dependent dioxygenase FTO | RNA demethylase that mediates oxidative demethylation of different RNA species, such as mRNAs, tRNAs and snRNAs, and acts as a regulator of fat mass, adipogenesis and energy homeostasis. |
| GLT8D1 | Glycosyltransferase 8 domain-containing protein 1 | In vitro, catalyzes the transfer of a galactose residue from UDP-galactose onto GalNAc and GlcNAc structures. |
| DOT1L | Histone-lysine N-methyltransferase, H3 lysine-79 specific | Histone methyltransferase that methylates ‘Lys-79’ of histone H3. |
| CHADL | Chondroadherin-like protein | Potential negative modulator of chondrocyte differentiation. |
| SLC30A10 | Calcium/manganese antiporter SLC30A10 | Calcium:manganese antiporter of the plasma membrane mediating the efflux of intracellular manganese coupled to an active extracellular calcium exchange. |
| RFLNA | Refilin-A | Involved in the regulation of the perinuclear actin network and nuclear shape through interaction with filamins. |
| DNAH10 | Dynein axonemal heavy chain 10 | Force generating protein of respiratory cilia. |
| GNL3 | Guanine nucleotide-binding protein-like 3 | May be required to maintain the proliferative capacity of stem cells. |
| FRZB | Secreted frizzled-related protein 3 | Soluble frizzled-related proteins (sFRPS) function as modulators of Wnt signaling through direct interaction with Wnts. |
| IFRD1 | Interferon-related developmental regulator 1 | Could play a role in regulating gene activity in the proliferative and/or differentiative pathways induced by NGF. |
| MAPT | Microtubule-associated protein tau | Promotes microtubule assembly and stability, and might be involved in the establishment and maintenance of neuronal polarity. |
| NCOA3 | Nuclear receptor coactivator 3 | Nuclear receptor coactivator that directly binds nuclear receptors and stimulates the transcriptional activities in a hormone-dependent fashion. |
Protein-family classification
Druggable: 4 · Difficult: 3 · Unknown: 24 · Druggable fraction: 0.13
Family distribution
Cohort families vs a genome-wide background (hypergeometric, BH-FDR; fold = observed/expected). Counts kept; sorted by enrichment, so the catch-all Other/Unknown bucket no longer leads.
| Family | Genes | Fold | FDR |
|---|---|---|---|
| Other/Unknown | 24 | 1.4× | 0.053 |
| Enzyme (other) | 3 | 1.2× | 0.904 |
| Kinase | 1 | 0.9× | 0.904 |
| Scaffold/PPI | 1 | 0.6× | 0.904 |
| Transcription factor | 2 | 0.5× | 0.904 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| SUPT3H | Other/Unknown | no | TFIID_TAF13, Histone-fold | |
| TGFA | Other/Unknown | no | EGF | |
| MCF2L | Scaffold/PPI | no | DH_dom, CRAL-TRIO_dom, GDS_CDC24_CS | |
| CAMK2B | Kinase | yes | 2.7.11.17 | Prot_kinase_dom, Ser/Thr_kinase_AS, Kinase-like_dom_sf |
| COG5 | Other/Unknown | no | Cog5, COG5_helical, COG5_N | |
| ALDH1A2 | Enzyme (other) | yes | 1.2.1.36 | Aldehyde_DH_dom, Ald_DH_CS_CYS, Ald_DH/histidinol_DH |
| TLR8 | Other/Unknown | no | TIR_dom, Cys-rich_flank_reg_C, Leu-rich_rpt | |
| RP1L1 | Other/Unknown | no | Doublecortin_dom, Doublecortin_dom_sf | |
| CDC5L | Transcription factor | no | SANT/Myb, Homeodomain-like_sf, Myb_dom | |
| LYPLAL1 | Other/Unknown | no | PLipase/COase/thioEstase, AB_hydrolase_fold, LYPA1-2/EST-like | |
| DUS4L | Other/Unknown | no | DUS_fam, Aldolase_TIM, tRNA_hU_synthase_CS | |
| COL2A1 | Other/Unknown | no | Fib_collagen_C, VWF_dom, Collagen | |
| COMP | Other/Unknown | no | EGF, EGF-like_Ca-bd_dom, Thrombospondin_3-like_rpt | |
| NACA2 | Other/Unknown | no | Nas_poly-pep-assoc_cplx_dom, EGD2/NACA0like, NAC_A/B_dom_sf | |
| KANSL1 | Other/Unknown | no | NSL1, PEHE_dom | |
| FTO | Enzyme (other) | yes | 1.14.11.53 | FTO_C, FTO_cat_dom, FTO |
| GLT8D1 | Other/Unknown | no | Glyco_trans_8, Nucleotide-diphossugar_trans, Glycosyltrans_8_dom-fam | |
| DOT1L | Enzyme (other) | yes | 2.1.1.355 | DOT1L/grappa, DOT1_dom, SAM-dependent_MTases_sf |
| CHADL | Other/Unknown | no | LRRNT, Cys-rich_flank_reg_C, Leu-rich_rpt | |
| SLC30A10 | Other/Unknown | no | Cation_efflux, Cation_efflux_TMD_sf, Cation_efflux_CTD | |
| LRRC37A4P | Other/Unknown | no | ||
| RFLNA | Other/Unknown | no | Refilin | |
| LRRC37A | Other/Unknown | no | Leu-rich_rpt, Leu-rich_rpt_typical-subtyp, LRRC37 | |
| DNAH10 | Other/Unknown | no | AAA+_ATPase, Dhc_D6_P-loop, Dynein_heavy_tail | |
| GNL3 | Other/Unknown | no | GTP-bd, Gnl3_N_dom, P-loop_NTPase | |
| MIR4286 | Other/Unknown | no | ||
| FRZB | Other/Unknown | no | Netrin_domain, TIMP-like_OB-fold, Frizzled/SFRP | |
| MAPK8IP1P2 | Other/Unknown | no | ||
| IFRD1 | Other/Unknown | no | Interferon-rel_develop_reg_C, Interferon-rel_develop_reg_N, ARM-like | |
| MAPT | Other/Unknown | no | MAP_tubulin-bd_rpt, Tau, MAP2/MAP4/Tau | |
| NCOA3 | Transcription factor | no | 2.3.1.48 | PAS, Nuc_rcpt_coact, NCO_DUF1518 |
Expression context
Cohort genes with no expression data: 0.
23 cohort genes are a single-cell marker in ≥1 SCXA experiment.
Breadth distribution (Bgee present_calls)
| Bucket | Genes |
|---|---|
| narrow (1-5 tissues) | 0 |
| moderate (6-20) | 0 |
| broad (>20) | 31 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| calcaneal tendon | 4 |
| bone marrow cell | 4 |
| cortical plate | 4 |
| male germ line stem cell (sensu Vertebrata) in testis | 3 |
| primordial germ cell in gonad | 3 |
| sperm | 3 |
| tibia | 3 |
| right testis | 3 |
| right uterine tube | 3 |
| cerebellar cortex | 2 |
| cerebellar hemisphere | 2 |
| right hemisphere of cerebellum | 2 |
| buccal mucosa cell | 2 |
| cartilage tissue | 2 |
| left testis | 2 |
| bronchial epithelial cell | 2 |
| ileal mucosa | 2 |
| jejunal mucosa | 2 |
| body of pancreas | 2 |
| epithelium of esophagus | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| SUPT3H | 206 | ubiquitous | yes | primordial germ cell in gonad, sperm, male germ line stem cell (sensu Vertebrata) in testis |
| TGFA | 252 | broad | yes | esophagus squamous epithelium, epithelium of esophagus, squamous epithelium |
| MCF2L | 253 | ubiquitous | marker | right hemisphere of cerebellum, cerebellar hemisphere, cerebellar cortex |
| CAMK2B | 233 | broad | marker | cerebellar cortex, cerebellar hemisphere, right hemisphere of cerebellum |
| COG5 | 142 | ubiquitous | marker | corpus callosum, calcaneal tendon, tonsil |
| ALDH1A2 | 226 | broad | marker | germinal epithelium of ovary, decidua, sperm |
| TLR8 | 174 | broad | marker | monocyte, mononuclear cell, leukocyte |
| RP1L1 | 30 | tissue_specific | yes | primordial germ cell in gonad, buccal mucosa cell, bone marrow cell |
| CDC5L | 290 | ubiquitous | marker | buccal mucosa cell, sperm, male germ cell |
| LYPLAL1 | 255 | ubiquitous | marker | kidney epithelium, left ventricle myocardium, calcaneal tendon |
| DUS4L | 140 | broad | yes | endometrium, cortical plate, male germ line stem cell (sensu Vertebrata) in testis |
| COL2A1 | 145 | broad | marker | tibia, cartilage tissue, corpus epididymis |
| COMP | 195 | broad | marker | tibia, cartilage tissue, calcaneal tendon |
| NACA2 | 129 | ubiquitous | marker | left testis, right testis, testis |
| KANSL1 | 250 | ubiquitous | marker | bone marrow cell, colonic epithelium, thymus |
| FTO | 294 | ubiquitous | marker | cortical plate, bronchial epithelial cell, Brodmann (1909) area 10 |
| GLT8D1 | 296 | ubiquitous | marker | pituitary gland, bronchial epithelial cell, adenohypophysis |
| DOT1L | 194 | ubiquitous | marker | right testis, left testis, ileal mucosa |
| CHADL | 179 | tissue_specific | yes | C1 segment of cervical spinal cord, spinal cord, tibia |
| SLC30A10 | 111 | broad | marker | jejunal mucosa, right lobe of liver, mucosa of transverse colon |
| LRRC37A4P | 134 | marker | bone marrow cell, ventricular zone, right uterine tube | |
| RFLNA | 168 | broad | marker | ileal mucosa, body of stomach, stomach |
| LRRC37A | 134 | yes | bone marrow cell, right uterine tube, male germ line stem cell (sensu Vertebrata) in testis | |
| DNAH10 | 134 | tissue_specific | marker | right uterine tube, cortical plate, olfactory segment of nasal mucosa |
| GNL3 | 286 | ubiquitous | marker | calcaneal tendon, body of pancreas, lower esophagus mucosa |
| MIR4286 | 60 | yes | primordial germ cell in gonad, tibial artery, adrenal tissue | |
| FRZB | 269 | broad | marker | pigmented layer of retina, retina, right coronary artery |
| MAPK8IP1P2 | 118 | tissue_specific | yes | right testis, granulocyte, apex of heart |
| IFRD1 | 299 | ubiquitous | marker | body of pancreas, jejunal mucosa, skeletal muscle tissue of rectus abdominis |
| MAPT | 141 | broad | marker | cortical plate, superior frontal gyrus, prefrontal cortex |
Protein interactions among cohort
Intra-cohort edges: 10.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| MAPT | 7,289 |
| CDC5L | 5,930 |
| ALDH1A2 | 4,289 |
| GNL3 | 4,283 |
| TLR8 | 3,532 |
| DOT1L | 3,218 |
| TGFA | 2,986 |
| NCOA3 | 2,889 |
| CAMK2B | 2,679 |
| FTO | 2,496 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| CAMK2B | DUS4L | biogrid_interaction, intact |
| COG5 | DUS4L | string_interaction |
| COL2A1 | COMP | string_interaction |
| DUS4L | MCF2L | string_interaction |
| GLT8D1 | GNL3 | string_interaction |
| GLT8D1 | MCF2L | string_interaction |
| GLT8D1 | SUPT3H | string_interaction |
| KANSL1 | LRRC37A | string_interaction |
| KANSL1 | MAPT | string_interaction |
| LRRC37A | MAPT | string_interaction |
Structural data
PDB: 16 · AlphaFold-only: 12 · No structure: 3
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| MAPT | P10636 | 293 |
| DOT1L | Q8TEK3 | 48 |
| TLR8 | Q9NR97 | 39 |
| CDC5L | Q99459 | 37 |
| FTO | Q9C0B1 | 28 |
| GNL3 | Q9BVP2 | 21 |
| TGFA | P01135 | 11 |
| COL2A1 | P02458 | 11 |
| ALDH1A2 | O94788 | 7 |
| NCOA3 | Q9Y6Q9 | 6 |
| SUPT3H | O75486 | 4 |
| CAMK2B | Q13554 | 4 |
| SLC30A10 | Q6XR72 | 3 |
| LYPLAL1 | Q5VWZ2 | 2 |
| KANSL1 | Q7Z3B3 | 2 |
| COMP | P49747 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| DUS4L | O95620 | 94.36 |
| GLT8D1 | Q68CQ7 | 85.35 |
| CHADL | Q6NUI6 | 84.58 |
| IFRD1 | O00458 | 84.46 |
| COG5 | Q9UP83 | 84.37 |
| FRZB | Q92765 | 81.00 |
| MCF2L | O15068 | 77.32 |
| NACA2 | Q9H009 | 72.87 |
| RFLNA | Q6ZTI6 | 59.78 |
| LRRC37A | A6NMS7 | 42.27 |
| RP1L1 | Q8IWN7 | 38.97 |
| DNAH10 | Q8IVF4 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 165. Enrichment computed across 31 evidence-associated genes (17 with Reactome annotation).
Pathways by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 17 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| MAPK family signaling cascades | 3 | 18.2× | 0.047 | TGFA, CAMK2B, NCOA3 |
| Signaling by Nuclear Receptors | 3 | 18.0× | 0.047 | TGFA, ALDH1A2, NCOA3 |
| Signaling by Overexpressed Wild-Type EGFR in Cancer | 1 | 167.9× | 0.129 | TGFA |
| Reversal of alkylation damage by DNA dioxygenases | 1 | 96.0× | 0.129 | FTO |
| CREB1 phosphorylation through the activation of CaMKII/CaMKK/CaMKIV cascasde | 1 | 84.0× | 0.129 | CAMK2B |
| Inhibition of Signaling by Overexpressed EGFR | 1 | 74.6× | 0.129 | TGFA |
| CaMK IV-mediated phosphorylation of CREB | 1 | 67.2× | 0.129 | CAMK2B |
| Signaling by EGFR in Cancer | 1 | 67.2× | 0.129 | TGFA |
| EGFR interacts with phospholipase C-gamma | 1 | 67.2× | 0.129 | TGFA |
| Caspase-mediated cleavage of cytoskeletal proteins | 1 | 56.0× | 0.129 | MAPT |
| CREB1 phosphorylation through NMDA receptor-mediated activation of RAS signaling | 1 | 51.7× | 0.129 | CAMK2B |
| Trafficking and processing of endosomal TLR | 1 | 48.0× | 0.129 | TLR8 |
| GRB2 events in EGFR signaling | 1 | 44.8× | 0.129 | TGFA |
| Glutamate binding, activation of AMPA receptors and synaptic plasticity | 1 | 44.8× | 0.129 | CAMK2B |
| TFAP2 (AP-2) family regulates transcription of growth factors and their receptors | 1 | 44.8× | 0.129 | TGFA |
| SHC1 events in EGFR signaling | 1 | 42.0× | 0.129 | TGFA |
| GAB1 signalosome | 1 | 37.3× | 0.129 | TGFA |
| Transcriptional regulation by the AP-2 (TFAP2) family of transcription factors | 1 | 37.3× | 0.129 | TGFA |
| Metal ion SLC transporters | 1 | 35.4× | 0.129 | SLC30A10 |
| Fibronectin matrix formation | 1 | 33.6× | 0.129 | COL2A1 |
| Ras activation upon Ca2+ influx through NMDA receptor | 1 | 33.6× | 0.129 | CAMK2B |
| Trafficking of AMPA receptors | 1 | 32.0× | 0.129 | CAMK2B |
| Unblocking of NMDA receptors, glutamate binding and activation | 1 | 32.0× | 0.129 | CAMK2B |
| Negative regulation of NMDA receptor-mediated neuronal transmission | 1 | 32.0× | 0.129 | CAMK2B |
| Developmental Lineage of Mammary Gland Myoepithelial Cells | 1 | 32.0× | 0.129 | TGFA |
| Apoptotic cleavage of cellular proteins | 1 | 28.0× | 0.129 | MAPT |
| RA biosynthesis pathway | 1 | 28.0× | 0.129 | ALDH1A2 |
| Apoptotic execution phase | 1 | 28.0× | 0.129 | MAPT |
| Long-term potentiation | 1 | 28.0× | 0.129 | CAMK2B |
| Developmental Lineage of Mammary Gland Luminal Epithelial Cells | 1 | 26.9× | 0.129 | TGFA |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 26 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| determination of bilateral symmetry | 1 | 648.1× | 0.041 | ALDH1A2 |
| regulation of white fat cell proliferation | 1 | 648.1× | 0.041 | FTO |
| negative regulation of hepatocyte differentiation | 1 | 648.1× | 0.041 | FRZB |
| plus-end-directed organelle transport along microtubule | 1 | 648.1× | 0.041 | MAPT |
| manganese ion export across plasma membrane | 1 | 648.1× | 0.041 | SLC30A10 |
| negative regulation of hemostasis | 1 | 648.1× | 0.041 | COMP |
| myoblast fate determination | 1 | 324.1× | 0.041 | IFRD1 |
| detoxification of zinc ion | 1 | 324.1× | 0.041 | SLC30A10 |
| negative regulation of cell development | 1 | 324.1× | 0.041 | FRZB |
| regulation of skeletal muscle adaptation | 1 | 324.1× | 0.041 | CAMK2B |
| inter-Golgi cisterna vesicle-mediated transport | 1 | 324.1× | 0.041 | COG5 |
| convergent extension involved in organogenesis | 1 | 324.1× | 0.041 | FRZB |
| neurofibrillary tangle assembly | 1 | 324.1× | 0.041 | MAPT |
| negative regulation of protein localization to mitochondrion | 1 | 324.1× | 0.041 | MAPT |
| negative regulation of collagen fibril organization | 1 | 324.1× | 0.041 | CHADL |
| toll-like receptor 8 signaling pathway | 1 | 216.1× | 0.041 | TLR8 |
| RNA repair | 1 | 216.1× | 0.041 | FTO |
| regulation of respiratory system process | 1 | 216.1× | 0.041 | FTO |
| negative regulation of chondrocyte development | 1 | 216.1× | 0.041 | RFLNA |
| actin filament bundle organization | 1 | 216.1× | 0.041 | RFLNA |
| positive regulation of protein localization to chromosome, telomeric region | 1 | 216.1× | 0.041 | GNL3 |
| regulation of vascular endothelial cell proliferation | 1 | 216.1× | 0.041 | ALDH1A2 |
| retinoic acid biosynthetic process | 1 | 162.0× | 0.041 | ALDH1A2 |
| tRNA dihydrouridine synthesis | 1 | 162.0× | 0.041 | DUS4L |
| striated muscle tissue development | 1 | 162.0× | 0.041 | IFRD1 |
| rRNA metabolic process | 1 | 162.0× | 0.041 | MAPT |
| ureter maturation | 1 | 162.0× | 0.041 | ALDH1A2 |
| tendon development | 1 | 162.0× | 0.041 | COMP |
| photoreceptor cell development | 1 | 162.0× | 0.041 | RP1L1 |
| 9-cis-retinoic acid biosynthetic process | 1 | 162.0× | 0.041 | ALDH1A2 |
Therapeutics
Drugs indicated for this disease
29 approved, 41 in late-stage (phase 3) trials. Disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Development status |
|---|---|
| Capsaicin | Approved (phase 4) |
| Celecoxib | Approved (phase 4) |
| Cortisone Acetate | Approved (phase 4) |
| Dexamethasone | Approved (phase 4) |
| Diclofenac | Approved (phase 4) |
| Diflunisal | Approved (phase 4) |
| Etodolac | Approved (phase 4) |
| Famotidine | Approved (phase 4) |
| Hydrocortisone | Approved (phase 4) |
| Ibuprofen | Approved (phase 4) |
| Indomethacin | Approved (phase 4) |
| Ketoprofen | Approved (phase 4) |
| Lidocaine | Approved (phase 4) |
| Meloxicam | Approved (phase 4) |
| Menthol | Approved (phase 4) |
| Methylprednisolone | Approved (phase 4) |
| Methylprednisolone Acetate | Approved (phase 4) |
| Misoprostol | Approved (phase 4) |
| Nabumetone | Approved (phase 4) |
| Naproxen | Approved (phase 4) |
| Oxaprozin | Approved (phase 4) |
| Piroxicam | Approved (phase 4) |
| Prasterone | Approved (phase 4) |
| Prednisolone | Approved (phase 4) |
| Prednisone | Approved (phase 4) |
| Sulindac | Approved (phase 4) |
| Triamcinolone Acetonide | Approved (phase 4) |
| Triamcinolone Hexacetonide | Approved (phase 4) |
| Valdecoxib | Approved (phase 4) |
| Acetaminophen | Phase 3 (in late-stage trials) |
| Adalimumab | Phase 3 (in late-stage trials) |
| Aspirin | Phase 3 (in late-stage trials) |
| Betamethasone Acetate | Phase 3 (in late-stage trials) |
| Bupivacaine | Phase 3 (in late-stage trials) |
| Buprenorphine | Phase 3 (in late-stage trials) |
| Chondroitin Sulfate | Phase 3 (in late-stage trials) |
| Chondroitin Sulfate Sodium | Phase 3 (in late-stage trials) |
| Diacerein | Phase 3 (in late-stage trials) |
| Duloxetine | Phase 3 (in late-stage trials) |
| Esomeprazole | Phase 3 (in late-stage trials) |
| Etoricoxib | Phase 3 (in late-stage trials) |
| Fentanyl | Phase 3 (in late-stage trials) |
| Fulranumab | Phase 3 (in late-stage trials) |
| Glucosamine | Phase 3 (in late-stage trials) |
| Golimumab | Phase 3 (in late-stage trials) |
| Hyaluronic Acid | Phase 3 (in late-stage trials) |
| Hydrocodone | Phase 3 (in late-stage trials) |
| Hydroxychloroquine | Phase 3 (in late-stage trials) |
| Ibuprofen Trelamine | Phase 3 (in late-stage trials) |
| Ketorolac | Phase 3 (in late-stage trials) |
| Lansoprazole | Phase 3 (in late-stage trials) |
| Lumiracoxib | Phase 3 (in late-stage trials) |
| Metformin | Phase 3 (in late-stage trials) |
| Methotrexate | Phase 3 (in late-stage trials) |
| Naloxone | Phase 3 (in late-stage trials) |
| Naproxcinod | Phase 3 (in late-stage trials) |
| Omeprazole | Phase 3 (in late-stage trials) |
| Oxycodone | Phase 3 (in late-stage trials) |
| Polmacoxib | Phase 3 (in late-stage trials) |
| Powdered Cellulose | Phase 3 (in late-stage trials) |
| Pregabalin | Phase 3 (in late-stage trials) |
| Rebamipide | Phase 3 (in late-stage trials) |
| Rofecoxib | Phase 3 (in late-stage trials) |
| SMC021 | Phase 3 (in late-stage trials) |
| Secukinumab | Phase 3 (in late-stage trials) |
| Sodium Chloride | Phase 3 (in late-stage trials) |
| Tanezumab | Phase 3 (in late-stage trials) |
| Tapentadol | Phase 3 (in late-stage trials) |
| Tranexamic Acid | Phase 3 (in late-stage trials) |
| Triamcinolone | Phase 3 (in late-stage trials) |
Earlier-phase candidates (phase 2, investigational — efficacy not yet established): Alendronic Acid, Anakinra, Canakinumab, Cannabidiol, Codeine, Difelikefalin, Fasinumab, Gevokizumab, Hyaluronic Acid (Non-Animal Stabilized), Infliximab, Lacosamide, Lorecivivint, Odanacatib, Onabotulinumtoxina, Otilimab, Oxytocin, Ropivacaine, Tramadol.
Drug target analysis
Approved (phase 4): 5 · Phase ≥3: 5 · Phased (≥1): 6 · Undrugged: 25
Druggability breadth: 13 of 31 evidence-associated genes (42%) have a ChEMBL target (buckets above are over the deeply-mined display cohort).
Genes with an approved drug
The molecule shown is one approved compound that hits the gene — not necessarily a drug of choice or one indicated for this disease.
| Symbol | Example approved molecule |
|---|---|
| CAMK2B | FEDRATINIB |
| FTO | FLUORESCEIN |
| DOT1L | ADENOSINE |
| MAPT | BEPRIDIL |
| NCOA3 | METHOTREXATE |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| MAPT | 449 | 4 |
| CAMK2B | 25 | 4 |
| FTO | 18 | 4 |
| TLR8 | 8 | 2 |
| NCOA3 | 4 | 4 |
| DOT1L | 3 | 4 |
| SUPT3H | 0 | 0 |
| TGFA | 0 | 0 |
| MCF2L | 0 | 0 |
| COG5 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| FEDRATINIB | 4 | CAMK2B |
| SORAFENIB | 4 | CAMK2B |
| RUXOLITINIB | 4 | CAMK2B |
| PALBOCICLIB | 4 | CAMK2B |
| ABEMACICLIB | 4 | CAMK2B |
| SUNITINIB | 4 | CAMK2B |
| MIDOSTAURIN | 4 | CAMK2B |
| FLUORESCEIN | 4 | FTO, MAPT |
| DEMECLOCYCLINE | 4 | FTO |
| ROXADUSTAT | 4 | FTO |
| MECLOFENAMIC ACID | 4 | FTO |
| AMILORIDE | 4 | FTO |
| TACRINE | 4 | FTO |
| ENTACAPONE | 4 | FTO |
| ADENOSINE | 4 | DOT1L |
| BEPRIDIL | 4 | MAPT |
| PHENYLBUTAZONE | 4 | MAPT |
| CEFOTAXIME SODIUM | 4 | MAPT |
| DIENESTROL | 4 | MAPT |
| PROGESTERONE | 4 | MAPT |
| CLOTRIMAZOLE | 4 | MAPT |
| CHOLECALCIFEROL | 4 | MAPT |
| LATANOPROST | 4 | MAPT |
| CHLORTHALIDONE | 4 | MAPT |
| OXCARBAZEPINE | 4 | MAPT |
| NABUMETONE | 4 | MAPT |
| GLIPIZIDE | 4 | MAPT |
| AMIODARONE HYDROCHLORIDE | 4 | MAPT |
| TRICLABENDAZOLE | 4 | MAPT |
| MESORIDAZINE | 4 | MAPT |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 5.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| TLR8 | 395 | Binding:378, Functional:16, ADMET:1 |
| CAMK2B | 314 | Binding:313, Functional:1 |
| DOT1L | 236 | Binding:235, ADMET:1 |
| MAPT | 184 | Binding:180, Functional:4 |
| FTO | 153 | Binding:153 |
| NCOA3 | 42 | Binding:39, Functional:3 |
| ALDH1A2 | 32 | Binding:32 |
| TGFA | 3 | Binding:3 |
| MCF2L | 2 | Binding:2 |
| LYPLAL1 | 2 | Binding:2 |
| COL2A1 | 2 | Binding:2 |
| COG5 | 1 | Binding:1 |
| CDC5L | 1 | Binding:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| CAMK2B | 2.7.11.17 | Ca2+/calmodulin-dependent protein kinase |
| ALDH1A2 | 1.2.1.36 | retinal dehydrogenase |
| FTO | 1.14.11.53 | mRNA N6-methyladenine demethylase |
| DOT1L | 2.1.1.355, 2.1.1.360 | [histone H3]-lysine9 N-trimethyltransferase, [histone H3]-lysine79 N-trimethyltransferase |
| NCOA3 | 2.3.1.48 | histone acetyltransferase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| CAMK2B | 314 |
| TLR8 | 395 |
| FTO | 153 |
| DOT1L | 236 |
| MAPT | 184 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 29; with CPIC/DPWG dosing guidelines: 0.
No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).
Chemical tractability of cohort targets
30 approved/phased compounds have measured bioactivity against a cohort gene (and aren’t yet in disease-level trials). This is a research / tractability signal, NOT a therapeutic recommendation — a bioactivity row often reflects off-target or screening binding (e.g. promiscuous kinase inhibitors against a cohort kinase), implying no disease mechanism.
| Compound | Max phase | Cohort target (bioactivity) |
|---|---|---|
| FEDRATINIB | 4 | CAMK2B |
| SORAFENIB | 4 | CAMK2B |
| RUXOLITINIB | 4 | CAMK2B |
| PALBOCICLIB | 4 | CAMK2B |
| ABEMACICLIB | 4 | CAMK2B |
| SUNITINIB | 4 | CAMK2B |
| MIDOSTAURIN | 4 | CAMK2B |
| FLUORESCEIN | 4 | FTO, MAPT |
| DEMECLOCYCLINE | 4 | FTO |
| ROXADUSTAT | 4 | FTO |
| MECLOFENAMIC ACID | 4 | FTO |
| AMILORIDE | 4 | FTO |
| TACRINE | 4 | FTO |
| ENTACAPONE | 4 | FTO |
| ADENOSINE | 4 | DOT1L |
| BEPRIDIL | 4 | MAPT |
| PHENYLBUTAZONE | 4 | MAPT |
| CEFOTAXIME SODIUM | 4 | MAPT |
| DIENESTROL | 4 | MAPT |
| PROGESTERONE | 4 | MAPT |
| CLOTRIMAZOLE | 4 | MAPT |
| CHOLECALCIFEROL | 4 | MAPT |
| LATANOPROST | 4 | MAPT |
| CHLORTHALIDONE | 4 | MAPT |
| OXCARBAZEPINE | 4 | MAPT |
| NABUMETONE | 4 | MAPT |
| GLIPIZIDE | 4 | MAPT |
| AMIODARONE HYDROCHLORIDE | 4 | MAPT |
| TRICLABENDAZOLE | 4 | MAPT |
| MESORIDAZINE | 4 | MAPT |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 5 | CAMK2B, FTO, DOT1L, MAPT, NCOA3 |
| B | Phased (≥1) drug, not yet approved | 1 | TLR8 |
| C | Druggable family + PDB, no drug | 1 | ALDH1A2 |
| D | Druggable family + AlphaFold only, no drug | 0 | |
| E | Difficult family or no structure, no drug | 24 | SUPT3H, TGFA, MCF2L, COG5, RP1L1, CDC5L, LYPLAL1, DUS4L, COL2A1, COMP (+14 more) |
Undrugged target profiles
25 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| SUPT3H | 0 | — |
| TGFA | 3 | — |
| MCF2L | 2 | — |
| COG5 | 1 | — |
| ALDH1A2 | 32 | — |
| RP1L1 | 0 | — |
| CDC5L | 1 | — |
| LYPLAL1 | 2 | — |
| DUS4L | 0 | — |
| COL2A1 | 2 | — |
| COMP | 0 | — |
| NACA2 | 0 | — |
| KANSL1 | 0 | — |
| GLT8D1 | 0 | — |
| CHADL | 0 | — |
| SLC30A10 | 0 | — |
| LRRC37A4P | 0 | — |
| RFLNA | 0 | — |
| LRRC37A | 0 | — |
| DNAH10 | 0 | — |
| GNL3 | 0 | — |
| MIR4286 | 0 | — |
| FRZB | 0 | — |
| MAPK8IP1P2 | 0 | — |
| IFRD1 | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 1,574.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 529 |
| PHASE4 | 176 |
| PHASE3 | 157 |
| PHASE2 | 110 |
| PHASE1 | 65 |
| PHASE1/PHASE2 | 33 |
| PHASE2/PHASE3 | 21 |
| EARLY_PHASE1 | 9 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT05292339 | PHASE4 | RECRUITING | Ketorolac in Upper Extremity Tendinopathy and Arthropathy |
| NCT05660824 | PHASE4 | NOT_YET_RECRUITING | Effectiveness of Stromal Vascular Fraction (SVF) and Platelet -Rich Plasma (PRP) in Patients With Knee Osteoarthritis: Study Protocol for a Phase III, Prospective, Randomized, Controlled Multi-center Study. |
| NCT06603662 | PHASE4 | RECRUITING | Systemic Oral Glucocorticoids for the Treatment of Acute Osteoarthritis Pain in the Emergency Department |
| NCT06787417 | PHASE4 | RECRUITING | Kinematic and Mechanical Alignment Randomized Trial |
| NCT07006714 | PHASE4 | ACTIVE_NOT_RECRUITING | Preoperative Correction of Vitamin D Deficiency in Total Joint Arthroplasty (TJA) |
| NCT07203547 | PHASE4 | NOT_YET_RECRUITING | Phase 4 Study of Laybon Tab. in Knee Osteoarthritis |
| NCT07430085 | PHASE4 | NOT_YET_RECRUITING | Post-Operative Pain Relief: Zynrelef or Periarticular Injections in RATKA |
| NCT07489521 | PHASE4 | RECRUITING | Arthrosamid vs. Steroid for the Management of Knee Osteoarthritis |
| NCT07614087 | PHASE4 | NOT_YET_RECRUITING | Plasma Concentrations of Intraosseous Versus Intravenous Tranexamic Acid in Joint Arthroplasty |
| NCT00130468 | PHASE4 | COMPLETED | TREAD-20: Trial of Hyalgan Three Injection-Regimen for the Treatment of Knee Pain Due to Osteoarthritis |
| NCT00138892 | PHASE4 | UNKNOWN | A Randomized Controlled Trial of Long Versus Short Wait For Primary Total Hip and Knee Arthroplasty |
| NCT00140972 | PHASE4 | COMPLETED | A Study to Assess Etoricoxib Versus Diclofenac in Chinese Patients With Osteoarthritis of the Knee or Hip (0663-080)(COMPLETED) |
| NCT00141102 | PHASE4 | COMPLETED | Study Of Celecoxib Or Diclofenac And Omeprazole For Gastrointestinal (GI) Safety In High GI Risk Patients With Arthritis |
| NCT00208364 | PHASE4 | TERMINATED | A Two Centre Study to Assess the Long-term Performance of the Pinnacle™ Cup With a Metal-on-Metal Bearing in Primary Total Hip Replacement |
| NCT00208377 | PHASE4 | TERMINATED | A Multi-centre Study to Assess the Long-term Performance of the DePuy ASR™ System in Primary Hip Resurfacing Surgery |
| NCT00208390 | PHASE4 | TERMINATED | A Multi-centre Study to Assess the Long-term Performance of the Summit™ Hip in Primary Total Hip Replacement |
| NCT00208403 | PHASE4 | TERMINATED | A Randomised Single Centre Study to Compare the Long-term Performance of Acryloc™ and Palacos® R Bone Cements in Primary Total Hip Replacement |
| NCT00208416 | PHASE4 | TERMINATED | A Randomised Multi-centre Study to Compare the Short-term Outcomes of Minimally Invasive and Conventional Surgery in Primary Total Hip Replacement |
| NCT00208429 | PHASE4 | WITHDRAWN | A Multi-centre Study to Assess the Long-term Performance of the Pinnacle™ Cup With a Polyethylene-on-metal Bearing in Primary Total Hip Replacement |
| NCT00208442 | PHASE4 | COMPLETED | A Randomised Single Centre Study to Compare the Long-term Wear Characteristics of Marathon™ and Enduron™ Polyethylene Cup Liners in Primary Total Hip Replacement |
| NCT00208455 | PHASE4 | TERMINATED | A Multi-centre Study to Assess the Long-term Performance of the DePuy PROXIMA™ Hip in Primary Total Hip Replacement |
| NCT00236366 | PHASE4 | COMPLETED | A Study of the Effect on Pain Control of Treatment With Fentanyl, Administered Through the Skin, Compared With Placebo in Patients With Osteoarthritis |
| NCT00251069 | PHASE4 | COMPLETED | Glucosamine Sulphate and Increased Level of Blood Cholesterol |
| NCT00253851 | PHASE4 | COMPLETED | Does Thinning the Blood During Surgery Prevent Blood Clots Following Total Knee Replacement Surgery |
| NCT00267176 | PHASE4 | COMPLETED | Safety and Efficacy of Lumiracoxib in Patients With Osteoarthritis and With Controlled Hypertension |
| NCT00270322 | PHASE4 | TERMINATED | Pain Treatment After Total Knee Replacement - Continuous Epidural Versus Intravenous Patient Controlled Analgesia With Morphine |
| NCT00279838 | PHASE4 | COMPLETED | Computer Assisted Total Knee Replacement |
| NCT00294801 | PHASE4 | UNKNOWN | Effect of Flex-a-New on Osteoarthritis of the Knee |
| NCT00324038 | PHASE4 | COMPLETED | Buprenorphine in the Treatment of Osteoarthritis (OA) in the Elderly |
| NCT00346788 | PHASE4 | COMPLETED | The Subvastus Approach in Total Knee Arthroplasty |
| NCT00359151 | PHASE4 | TERMINATED | Celebrex Total Knee Arthroplasty Study |
| NCT00373685 | PHASE4 | COMPLETED | GI-Reasons- A Trial Of GI Safety Of Celecoxib Compared With Non-Selective Nonsteroidal Antiinflammatory Drugs (NSAIDS) |
| NCT00393393 | PHASE4 | UNKNOWN | Effectiveness Study of Hylan G-F 20 to Preserve Cartilage in Osteoarthritis of the Knee |
| NCT00399178 | PHASE4 | COMPLETED | A Randomised Open Controlled Parallel Group Study Comparing Norspan and Tramadol |
| NCT00426647 | PHASE4 | COMPLETED | Norspan® Patches Versus Tramadol in Subjects With Chronic, Moderate to Severe Osteoarthritis Pain in the Hip Knee and/or Lumbar Spine |
| NCT00431509 | PHASE4 | UNKNOWN | Trial Comparing Navigated and Conventional Implantation Techniques in Knee Replacement Surgery |
| NCT00440661 | PHASE4 | COMPLETED | Exploration of the Synovial Fluid Inflammation Mediators Under Diacerhein in Knee Osteoarthritis |
| NCT00443092 | PHASE4 | COMPLETED | Efficacy of Proprietary Cherry Juice Blend in Osteoarthritis of the Knee |
| NCT00447759 | PHASE4 | COMPLETED | The Standard Care Versus Celecoxib Outcome Trial |
| NCT00484718 | PHASE4 | TERMINATED | Measuring Gait And Self-Reported Pain In Patients With Osteoarthritis Of The Knee Using Placebo/Oxycodone/Celecoxib. |
Drugs tested across these trials (top 30)
| Molecule | Max phase | Trials referencing |
|---|---|---|
| CELECOXIB | 4 | 23 |
| HYALURONIC ACID | 4 | 13 |
| DICLOFENAC | 4 | 12 |
| BUPRENORPHINE | 4 | 11 |
| NAPROXEN | 4 | 10 |
| MELOXICAM | 4 | 9 |
| ETORICOXIB | 4 | 8 |
| LUMIRACOXIB | 4 | 7 |
| GLUCOSAMINE | 4 | 6 |
| METHYLPREDNISOLONE | 4 | 5 |
| TRAMADOL | 4 | 5 |
| ACETAMINOPHEN | 4 | 4 |
| CALCITONIN SALMON | 4 | 4 |
| CODEINE | 4 | 3 |
| DULOXETINE | 4 | 3 |
| FENTANYL | 4 | 3 |
| MORPHINE SULFATE | 4 | 3 |
| ROFECOXIB | 4 | 3 |
| ROPIVACAINE | 4 | 3 |
| EPINEPHRINE | 4 | 2 |
| ESOMEPRAZOLE | 4 | 2 |
| KETOROLAC TROMETHAMINE | 4 | 2 |
| LACOSAMIDE | 4 | 2 |
| MILNACIPRAN | 4 | 2 |
| NALTREXONE HYDROCHLORIDE | 4 | 2 |
| ONABOTULINUMTOXINA | 4 | 2 |
| OXYCODONE | 4 | 2 |
| TAPENTADOL | 4 | 2 |
| TRANEXAMIC ACID | 4 | 2 |
| TRIAMCINOLONE | 4 | 2 |
Related Atlas pages
- Cohort genes: SUPT3H, TGFA, MCF2L, CAMK2B, COG5, ALDH1A2, TLR8, RP1L1, CDC5L, LYPLAL1, DUS4L, COL2A1, COMP, NACA2, KANSL1, FTO, GLT8D1, DOT1L, CHADL, SLC30A10, RFLNA, LRRC37A, DNAH10, GNL3, MIR4286, FRZB, IFRD1, MAPT, NCOA3
- Drugs: Celecoxib, Hyaluronic Acid, Diclofenac, Buprenorphine, Naproxen, Meloxicam, Etoricoxib, Lumiracoxib, Glucosamine, Methylprednisolone, Tramadol, Acetaminophen, Calcitonin Salmon, Codeine, Duloxetine, Fentanyl, Morphine, Rofecoxib, Ropivacaine, Epinephrine, Esomeprazole, Ketorolac Tromethamine, Lacosamide, Milnacipran, Naltrexone, Onabotulinumtoxina, Oxycodone, Tapentadol, Tranexamic Acid, Triamcinolone