Ankylosing spondylitis
disease diseaseOn this page
Also known as ankylosing spondylarthritis
Summary
Ankylosing spondylitis (MONDO:0005306) is a disease with 75 cohort genes (452 GWAS associations across 43 studies) and 384 clinical trials. The dominant Reactome pathway is Interleukin-23 signaling (5 cohort genes). Top therapeutic interventions include etanercept, golimumab, and adalimumab.
At a glance
- Cohort genes: 75
- GWAS associations: 452
- Clinical trials: 384
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | ankylosing spondylitis |
| Mondo ID | MONDO:0005306 |
| EFO | EFO:0003898 |
| MeSH | D013167 |
| Orphanet | 825 |
| DOID | DOID:7147 |
| ICD-10-CM | M45 |
| NCIT | C84564 |
| SNOMED CT | 9631008 |
| UMLS | C0038013 |
| MedGen | 11561 |
| Is cancer (heuristic) | no |
Also known as: ankylosing spondylarthritis
Data availability: 452 GWAS associations (43 studies) · 2 GenCC gene-disease records · 12 cell lines.
Disease family
An umbrella term covering 2 Mondo subtypes.
Classification path: disease › human disease › disease by developmental or physiological process › inflammatory disease › spondylitis › ankylosing spondylitis
Related subtypes (2): inflammatory spondylopathy, gonococcal spondylitis
Subtypes (2): juvenile ankylosing spondylitis, juvenile spondyloarthropathy
Genetics & variants
GWAS landscape
452 GWAS associations across 43 studies. Top hits map to 27 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| chr6:31265376 | 1e-323 | G | 1.97 | |
| rs17190120 | 1e-323 | MUC22 - HCG22 | G | 2.14 |
| rs5743293 | 1e-320 | NOD2, CYLD-AS1 | ? | |
| rs9265982 | 1e-320 | LINC02571 - HLA-B | ? | |
| rs7743761 | 5e-304 | HLA-B - RNU6-283P | ? | |
| rs4349859 | 1e-200 | MICA-AS1 | A | |
| rs80174646 | 1e-143 | IL23R | ? | |
| rs17192932 | 6e-120 | HLA-B | ? | 22.84 |
| rs116488202 | 1e-100 | RNU6-283P - FGFR3P1 | ? | 46 |
| rs7517847 | 1e-98 | IL23R, C1orf141 | ? | |
| rs2066845 | 6e-94 | NOD2 | ? | |
| rs117486637 | 9e-91 | HLA-B | ? | 31.08 |
| HLA-B*2705 | 1e-88 | ? | 34.31 | |
| rs1992661 | 1e-74 | RNU1-150P - TTC33 | ? | |
| rs35300242 | 5e-67 | ATG16L1 | ? | |
| rs6426833 | 7e-62 | RNF186-AS1 - OTUD3 | ? | |
| rs146683910 | 3e-59 | HLA-B - RNU6-283P | ? | 7.09 |
| rs17622378 | 2e-55 | IRF1, CARINH | ? | |
| rs3197999 | 7e-55 | MST1 | ? | |
| rs9977672 | 5e-54 | LINC02940 - RPL23AP12 | ? | |
| rs469758 | 6e-54 | ERAP1 | ? | |
| rs4672505 | 2e-52 | RN7SL51P - RN7SL18P | ? | |
| rs10748781 | 6e-51 | LINC01475 | ? | |
| rs2394250 | 8e-51 | HCG9, POLR1HASP, POLR1HASP | ? | 1.54 |
| rs10995271 | 3e-48 | LINC02929 - ALDH7A1P4 | ? | |
| rs2357623 | 4e-48 | NKD1 - SNX20 | ? | |
| rs6759298 | 5e-47 | RN7SL51P - RN7SL18P | C | 1.29 |
| rs30187 | 4e-45 | ERAP1 | T | 1.29 |
| rs10870077 | 6e-45 | CARD9 | ? | |
| rs56167332 | 3e-43 | IL12B-AS1 | ? |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST005529 | Cortes A | 2013 | 9,069 | 13,578 | Identification of multiple risk variants for ankylosing spondylitis through high-density genotyping of immune-related loci. |
| GCST005530 | Cortes A | 2013 | 9,069 | 13,578 | Identification of multiple risk variants for ankylosing spondylitis through high-density genotyping of immune-related loci. |
| GCST005537 | Ellinghaus D | 2016 | 8,726 | 34,213 | Analysis of five chronic inflammatory diseases identifies 27 new associations and highlights disease-specific patterns at shared loci. |
| GCST90435163 | Khrom M | 2024 | 3,255 | 8,572 | Comprehensive association analyses of extraintestinal manifestations in inflammatory bowel disease. |
| GCST001149 | Evans DM | 2011 | 3,023 | 8,779 | Interaction between ERAP1 and HLA-B27 in ankylosing spondylitis implicates peptide handling in the mechanism for HLA-B27 in disease susceptibility. |
| GCST90474065 | UK Biobank Whole-Genome Sequencing Consortium | 2025 | 2,076 | 456,364 | Whole-genome sequencing of 490,640 UK Biobank participants. |
| GCST000563 | Reveille JD | 2010 | 2,053 | 5,140 | Genome-wide association study of ankylosing spondylitis identifies non-MHC susceptibility loci. |
| GCST001345 | Lin Z | 2011 | 1,837 | 4,231 | A genome-wide association study in Han Chinese identifies new susceptibility loci for ankylosing spondylitis. |
| GCST008910 | Trochet H | 2019 | 1,787 | 23,008 | Bayesian meta-analysis across genome-wide association studies of diverse phenotypes. |
| GCST90435162 | Khrom M | 2024 | 1,704 | 10,190 | Comprehensive association analyses of extraintestinal manifestations in inflammatory bowel disease. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|---|
| Tier 1: coding | 5 |
| Tier 2: splice/UTR | 1 |
| Tier 3: regulatory | 2 |
| Tier 4: intronic/intergenic | 42 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 42 |
| low_freq (0.01-0.05) | 3 |
| rare (<0.01) | 0 |
| unknown | 5 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 29 |
| intergenic_variant | 10 |
| missense_variant | 4 |
| unknown | 2 |
| frameshift_variant | 1 |
| TF_binding_site_variant | 1 |
| non_coding_transcript_exon_variant | 1 |
| regulatory_region_variant | 1 |
| splice_donor_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| chr6:31265376 | 0.069 | 1e-323 | Tier 4: intronic/intergenic | |||||
| rs17190120 | 6 | 31045710 | G>T | 0.014 | intron_variant | MUC22 - HCG22 | 1e-323 | Tier 4: intronic/intergenic |
| rs5743293 | 16 | 50729868 | frameshift_variant | NOD2, CYLD-AS1 | 1e-320 | Tier 1: coding | ||
| rs9265982 | 6 | 31348303 | C>T | 0.05 | intron_variant | LINC02571 - HLA-B | 1e-320 | Tier 4: intronic/intergenic |
| rs7743761 | 6 | 31368323 | C>A | 0.05 | intron_variant | HLA-B - RNU6-283P | 5e-304 | Tier 4: intronic/intergenic |
| rs4349859 | 6 | 31398010 | G>A,C | 0.04 | intron_variant | MICA-AS1 | 1e-200 | Tier 4: intronic/intergenic |
| rs80174646 | 1 | 67242472 | G>T | 0.05 | intron_variant | IL23R | 1e-143 | Tier 4: intronic/intergenic |
| rs17192932 | 6 | 31354352 | C>G | 0.05 | intron_variant | HLA-B | 6e-120 | Tier 4: intronic/intergenic |
| rs116488202 | 6 | 31377139 | C>A,T | 0.05 | intron_variant | RNU6-283P - FGFR3P1 | 1e-100 | Tier 4: intronic/intergenic |
| rs7517847 | 1 | 67215986 | T>A,C,G | 0.05 | intron_variant | IL23R, C1orf141 | 1e-98 | Tier 4: intronic/intergenic |
| rs2066845 | 16 | 50722629 | G>C,T | missense_variant | NOD2 | 6e-94 | Tier 1: coding | |
| rs117486637 | 6 | 31358156 | intron_variant | HLA-B | 9e-91 | Tier 4: intronic/intergenic | ||
| HLA-B*2705 | 0.026 | 1e-88 | Tier 4: intronic/intergenic | |||||
| rs1992661 | 5 | 40414887 | G>A | 0.05 | intron_variant | RNU1-150P - TTC33 | 1e-74 | Tier 4: intronic/intergenic |
| rs35300242 | 2 | 233260144 | G>A,C | 0.05 | intron_variant | ATG16L1 | 5e-67 | Tier 4: intronic/intergenic |
| rs6426833 | 1 | 19845367 | G>A,C,T | 0.05 | TF_binding_site_variant | RNF186-AS1 - OTUD3 | 7e-62 | Tier 3: regulatory |
| rs146683910 | 6 | 31368220 | C>T | 0.05 | intron_variant | HLA-B - RNU6-283P | 3e-59 | Tier 4: intronic/intergenic |
| rs17622378 | 5 | 132442760 | A>G | 0.05 | intron_variant | IRF1, CARINH | 2e-55 | Tier 4: intronic/intergenic |
| rs3197999 | 3 | 49684099 | G>A,C,T | 0.05 | missense_variant | MST1 | 7e-55 | Tier 1: coding |
| rs9977672 | 21 | 39091357 | G>A | 0.05 | intergenic_variant | LINC02940 - RPL23AP12 | 5e-54 | Tier 4: intronic/intergenic |
| rs469758 | 5 | 96786011 | C>T | 0.05 | intron_variant | ERAP1 | 6e-54 | Tier 4: intronic/intergenic |
| rs4672505 | 2 | 62333197 | A>C,G,T | 0.05 | intron_variant | RN7SL51P - RN7SL18P | 2e-52 | Tier 4: intronic/intergenic |
| rs10748781 | 10 | 99523573 | C>A,G | 0.05 | non_coding_transcript_exon_variant | LINC01475 | 6e-51 | Tier 4: intronic/intergenic |
| rs2394250 | 6 | 29975879 | G>T | 0.421 | intron_variant | HCG9, POLR1HASP, POLR1HASP | 8e-51 | Tier 4: intronic/intergenic |
| rs10995271 | 10 | 62678726 | G>A,C | 0.05 | intergenic_variant | LINC02929 - ALDH7A1P4 | 3e-48 | Tier 4: intronic/intergenic |
| rs2357623 | 16 | 50660100 | A>G,T | 0.05 | intergenic_variant | NKD1 - SNX20 | 4e-48 | Tier 4: intronic/intergenic |
| rs6759298 | 2 | 62341310 | G>A,C | 0.378 | intron_variant | RN7SL51P - RN7SL18P | 5e-47 | Tier 4: intronic/intergenic |
| rs30187 | 5 | 96788627 | T>A,C | 0.338 | missense_variant | ERAP1 | 4e-45 | Tier 1: coding |
| rs10870077 | 9 | 136369439 | C>G,T | 0.05 | intron_variant | CARD9 | 6e-45 | Tier 4: intronic/intergenic |
| rs56167332 | 5 | 159400761 | C>A,T | 0.05 | intergenic_variant | IL12B-AS1 | 3e-43 | Tier 4: intronic/intergenic |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 12 · Orphanet: 57 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
GenCC gene–disease validity (cohort genes)
the Disease column is the GenCC-asserted condition — a cohort gene’s strongest validity may be for a related predisposition syndrome.
| Gene | Classification | Inheritance | Disease | Records |
|---|---|---|---|---|
| ANKDD1B | Limited | Autosomal dominant | ankylosing spondylitis | |
| RELN | Limited | Autosomal dominant | ankylosing spondylitis | 11 |
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| RELN | Orphanet:101046 | Epilepsy with auditory features |
| RELN | Orphanet:89844 | Lissencephaly syndrome, Norman-Roberts type |
| RORC | Orphanet:477857 | Mendelian susceptibility to mycobacterial diseases due to complete RORgamma receptor deficiency |
| STAT3 | Orphanet:2314 | Autosomal dominant hyper-IgE syndrome due to STAT3 deficiency |
| STAT3 | Orphanet:438159 | STAT3-related early-onset multisystem autoimmune disease |
| STAT3 | Orphanet:512017 | Chronic lymphoproliferative disorder of natural killer cells |
| STAT3 | Orphanet:520 | Acute promyelocytic leukemia |
| STAT3 | Orphanet:667662 | Breast implant-associated anaplastic large cell lymphoma |
| STAT3 | Orphanet:86872 | T-cell large granular lymphocyte leukemia |
| STAT3 | Orphanet:99885 | Isolated permanent neonatal diabetes mellitus |
| STK11 | Orphanet:2869 | Peutz-Jeghers syndrome |
| SUOX | Orphanet:99731 | Isolated sulfite oxidase deficiency |
| MYRF | Orphanet:647811 | Cardiac-urogenital syndrome |
| TLR4 | Orphanet:117 | Behçet disease |
| TNFAIP3 | Orphanet:536 | Systemic lupus erythematosus |
| TNFAIP3 | Orphanet:674762 | Early-onset autoinflammatory syndrome due to A20 haploinsufficiency |
| TNFRSF1A | Orphanet:32960 | Tumor necrosis factor receptor 1 associated periodic syndrome |
| TNFRSF1A | Orphanet:329967 | Intermittent hydrarthrosis |
| CD40 | Orphanet:101090 | Hyper-IgM syndrome type 3 |
| TNFSF15 | Orphanet:186 | Primary biliary cholangitis |
| CD40LG | Orphanet:101088 | X-linked hyper-IgM syndrome |
| TYK2 | Orphanet:300865 | Primary cutaneous anaplastic large cell lymphoma |
| TYK2 | Orphanet:331226 | Susceptibility to infection due to TYK2 deficiency |
| TYK2 | Orphanet:98842 | Lymphomatoid papulosis |
| UBE2L3 | Orphanet:536 | Systemic lupus erythematosus |
| USP8 | Orphanet:401795 | Autosomal recessive spastic paraplegia type 59 |
| USP8 | Orphanet:96253 | Cushing disease |
| ACTA2 | Orphanet:2573 | Moyamoya disease |
| ACTA2 | Orphanet:404463 | Multisystemic smooth muscle dysfunction syndrome |
| ACTA2 | Orphanet:91387 | Familial thoracic aortic aneurysm and aortic dissection |
| IKZF3 | Orphanet:67038 | B-cell chronic lymphocytic leukemia |
| IKZF3 | Orphanet:699590 | Immune dysregulation with immunodeficiency due to AIOLOS haploinsufficiency |
| IKZF3 | Orphanet:699593 | Combined immunodeficiency-lymphopenia-cancer predisposing syndrome due to AIOLOS deficiency |
| BACH2 | Orphanet:714472 | Inflammatory bowel disease-autoimmunity-sinopulmonary infections-lymphadenopathy syndrome |
| PARK7 | Orphanet:2828 | Young-onset Parkinson disease |
| PARK7 | Orphanet:90020 | Parkinson-dementia complex of Guam |
| CARD9 | Orphanet:457088 | Predisposition to invasive fungal disease due to CARD9 deficiency |
| ZMIZ1 | Orphanet:528084 | Non-specific syndromic intellectual disability |
| CD28 | Orphanet:2584 | Classic mycosis fungoides |
| CD28 | Orphanet:3162 | Sézary syndrome |
| TNIP1 | Orphanet:536 | Systemic lupus erythematosus |
| ICOSLG | Orphanet:695191 | Late-onset combined immunodeficiency due to ICOSL deficiency |
| CHSY1 | Orphanet:363417 | Temtamy preaxial brachydactyly syndrome |
| PPP2R3C | Orphanet:171709 | Male infertility due to globozoospermia |
| PPP2R3C | Orphanet:1770 | XY type gonadal dysgenesis-associated anomalies syndrome |
| ERAP1 | Orphanet:117 | Behçet disease |
| ZNF365 | Orphanet:2073 | Narcolepsy type 1 |
| ZNF365 | Orphanet:83465 | Narcolepsy type 2 |
| BANK1 | Orphanet:536 | Systemic lupus erythematosus |
| HHAT | Orphanet:1422 | Chondrodysplasia-difference of sex development syndrome |
Cohort genes → proteins
75 cohort genes, 75 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 73 |
| multi_evidence | 2 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| ANKDD1B | HGNC:32525 | ENSG00000189045 | A6NHY2 | Ankyrin repeat and death domain-containing protein 1B | gencc |
| RELN | HGNC:9957 | ENSG00000189056 | P78509 | Reelin | gencc |
| RORC | HGNC:10260 | ENSG00000143365 | P51449 | Nuclear receptor ROR-gamma | gwas |
| RPS6KB1 | HGNC:10436 | ENSG00000108443 | P23443 | Ribosomal protein S6 kinase beta-1 | gwas |
| RUNX3 | HGNC:10473 | ENSG00000020633 | Q13761 | Runt-related transcription factor 3 | gwas |
| CCL21 | HGNC:10620 | ENSG00000137077 | O00585 | C-C motif chemokine 21 | gwas |
| BSN | HGNC:1117 | ENSG00000164061 | Q9UPA5 | Protein bassoon | gwas |
| STAT3 | HGNC:11364 | ENSG00000168610 | P40763 | Signal transducer and activator of transcription 3 | gwas |
| STK11 | HGNC:11389 | ENSG00000118046 | Q15831 | Serine/threonine-protein kinase STK11 | gwas |
| SULT1A1 | HGNC:11453 | ENSG00000196502 | P50225 | Sulfotransferase 1A1 | gwas |
| SUOX | HGNC:11460 | ENSG00000139531 | P51687 | Sulfite oxidase, mitochondrial | gwas |
| TBX21 | HGNC:11599 | ENSG00000073861 | Q9UL17 | T-box transcription factor TBX21 | gwas |
| MYRF | HGNC:1181 | ENSG00000124920 | Q9Y2G1 | Myelin regulatory factor | gwas |
| TLR4 | HGNC:11850 | ENSG00000136869 | O00206 | Toll-like receptor 4 | gwas |
| TNFAIP3 | HGNC:11896 | ENSG00000118503 | P21580 | Tumor necrosis factor alpha-induced protein 3 | gwas |
| TNFRSF14 | HGNC:11912 | ENSG00000157873 | Q92956 | Tumor necrosis factor receptor superfamily member 14 | gwas |
| TNFRSF1A | HGNC:11916 | ENSG00000067182 | P19438 | Tumor necrosis factor receptor superfamily member 1A | gwas |
| CD40 | HGNC:11919 | ENSG00000101017 | P25942 | Tumor necrosis factor receptor superfamily member 5 | gwas |
| TNFRSF6B | HGNC:11921 | ENSG00000243509 | O95407 | Tumor necrosis factor receptor superfamily member 6B | gwas |
| TNFSF15 | HGNC:11931 | ENSG00000181634 | O95150 | Tumor necrosis factor ligand superfamily member 15 | gwas |
| TNFSF18 | HGNC:11932 | ENSG00000120337 | Q9UNG2 | Tumor necrosis factor ligand superfamily member 18 | gwas |
| CD40LG | HGNC:11935 | ENSG00000102245 | P29965 | CD40 ligand | gwas |
| TNFSF8 | HGNC:11938 | ENSG00000106952 | P32971 | Tumor necrosis factor ligand superfamily member 8 | gwas |
| TNP2 | HGNC:11952 | ENSG00000178279 | Q05952 | Nuclear transition protein 2 | gwas |
| EIPR1 | HGNC:12383 | ENSG00000032389 | Q53HC9 | EARP and GARP complex-interacting protein 1 | gwas |
| TYK2 | HGNC:12440 | ENSG00000105397 | P29597 | Non-receptor tyrosine-protein kinase TYK2 | gwas |
| UBASH3A | HGNC:12462 | ENSG00000160185 | P57075 | Ubiquitin-associated and SH3 domain-containing protein A | gwas |
| UBE2E3 | HGNC:12479 | ENSG00000170035 | Q969T4 | Ubiquitin-conjugating enzyme E2 E3 | gwas |
| UBE2L3 | HGNC:12488 | ENSG00000185651 | P68036 | Ubiquitin-conjugating enzyme E2 L3 | gwas |
| USP8 | HGNC:12631 | ENSG00000138592 | P40818 | Ubiquitin carboxyl-terminal hydrolase 8 | gwas |
| ACTA2 | HGNC:130 | ENSG00000107796 | P62736 | Actin, aortic smooth muscle | gwas |
| SIRAL2 | HGNC:1313 | ENSG00000100376 | Q9NWS6 | Protein FAM118A | gwas |
| IKZF3 | HGNC:13178 | ENSG00000161405 | Q9UKT9 | Zinc finger protein Aiolos | gwas |
| RASSF8 | HGNC:13232 | ENSG00000123094 | Q8NHQ8 | Ras association domain-containing protein 8 | gwas |
| PTTG1IP | HGNC:13524 | ENSG00000183255 | P53801 | Pituitary tumor-transforming gene 1 protein-interacting protein | gwas |
| GLYAT | HGNC:13734 | ENSG00000149124 | Q6IB77 | Glycine N-acyltransferase | gwas |
| HDAC7 | HGNC:14067 | ENSG00000061273 | Q8WUI4 | Histone deacetylase 7 | gwas |
| BACH2 | HGNC:14078 | ENSG00000112182 | Q9BYV9 | Transcription regulator protein BACH2 | gwas |
| SLC39A11 | HGNC:14463 | ENSG00000133195 | Q8N1S5 | Zinc transporter ZIP11 | gwas |
| B3GNT2 | HGNC:15629 | ENSG00000170340 | Q9NY97 | N-acetyllactosaminide beta-1,3-N-acetylglucosaminyltransferase 2 | gwas |
| SKAP2 | HGNC:15687 | ENSG00000005020 | O75563 | Src kinase-associated phosphoprotein 2 | gwas |
| ZNF831 | HGNC:16167 | ENSG00000124203 | Q5JPB2 | Zinc finger protein 831 | gwas |
| PARK7 | HGNC:16369 | ENSG00000116288 | Q99497 | Parkinson disease protein 7 | gwas |
| CARD9 | HGNC:16391 | ENSG00000187796 | Q9H257 | Caspase recruitment domain-containing protein 9 | gwas |
| ZMIZ1 | HGNC:16493 | ENSG00000108175 | Q9ULJ6 | Zinc finger MIZ domain-containing protein 1 | gwas |
| CD28 | HGNC:1653 | ENSG00000178562 | P10747 | T-cell-specific surface glycoprotein CD28 | gwas |
| TNIP1 | HGNC:16903 | ENSG00000145901 | Q15025 | TNFAIP3-interacting protein 1 | gwas |
| CD6 | HGNC:1691 | ENSG00000013725 | P30203 | T-cell differentiation antigen CD6 | gwas |
| MYDGF | HGNC:16948 | ENSG00000074842 | Q969H8 | Myeloid-derived growth factor | gwas |
| CD226 | HGNC:16961 | ENSG00000150637 | Q15762 | CD226 antigen | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| RELN | Reelin | Extracellular matrix serine protease secreted by pioneer neurons that plays a role in layering of neurons in the cerebral cortex and cerebellum by coordinating cell positioning during neurodevelopment. |
| RORC | Nuclear receptor ROR-gamma | Nuclear receptor that binds DNA as a monomer to ROR response elements (RORE) containing a single core motif half-site 5’-AGGTCA-3’ preceded by a short A-T-rich sequence. |
| RPS6KB1 | Ribosomal protein S6 kinase beta-1 | Serine/threonine-protein kinase that acts downstream of mTOR signaling in response to growth factors and nutrients to promote cell proliferation, cell growth and cell cycle progression. |
| RUNX3 | Runt-related transcription factor 3 | Forms the heterodimeric complex core-binding factor (CBF) with CBFB. |
| CCL21 | C-C motif chemokine 21 | Inhibits hemopoiesis and stimulates chemotaxis. |
| BSN | Protein bassoon | Scaffold protein of the presynaptic cytomatrix at the active zone (CAZ) which is the place in the synapse where neurotransmitter is released. |
| STAT3 | Signal transducer and activator of transcription 3 | Signal transducer and transcription activator that mediates cellular responses to interleukins, KITLG/SCF, LEP and other growth factors. |
| STK11 | Serine/threonine-protein kinase STK11 | Tumor suppressor serine/threonine-protein kinase that controls the activity of AMP-activated protein kinase (AMPK) family members, thereby playing a role in various processes such as cell metabolism, cell polarity, apoptosis and DNA damage… |
| SULT1A1 | Sulfotransferase 1A1 | Sulfotransferase that utilizes 3’-phospho-5’-adenylyl sulfate (PAPS) as sulfonate donor to catalyze the sulfate conjugation of a wide variety of acceptor molecules bearing a hydroxyl or an amine group. |
| SUOX | Sulfite oxidase, mitochondrial | Catalyzes the oxidation of sulfite to sulfate, the terminal reaction in the oxidative degradation of sulfur-containing amino acids. |
| TBX21 | T-box transcription factor TBX21 | Lineage-defining transcription factor which initiates Th1 lineage development from naive Th precursor cells both by activating Th1 genetic programs and by repressing the opposing Th2 and Th17 genetic programs. |
| MYRF | Myelin regulatory factor | Constitutes a precursor of the transcription factor. |
| TLR4 | Toll-like receptor 4 | Transmembrane receptor that functions as a pattern recognition receptor recognizing pathogen- and damage-associated molecular patterns (PAMPs and DAMPs) to induce innate immune responses via downstream signaling pathways. |
| TNFAIP3 | Tumor necrosis factor alpha-induced protein 3 | Ubiquitin-editing enzyme that contains both ubiquitin ligase and deubiquitinase activities. |
| TNFRSF14 | Tumor necrosis factor receptor superfamily member 14 | Receptor for four distinct ligands: The TNF superfamily members TNFSF14/LIGHT and homotrimeric LTA/lymphotoxin-alpha and the immunoglobulin superfamily members BTLA and CD160, altogether defining a complex stimulatory and inhibitory signal… |
| TNFRSF1A | Tumor necrosis factor receptor superfamily member 1A | Receptor for TNFSF2/TNF and homotrimeric TNFSF1/lymphotoxin-alpha. |
| CD40 | Tumor necrosis factor receptor superfamily member 5 | Receptor for TNFSF5/CD40LG. |
| TNFRSF6B | Tumor necrosis factor receptor superfamily member 6B | Decoy receptor that can neutralize the cytotoxic ligands TNFS14/LIGHT, TNFSF15 and TNFSF6/FASL. |
| TNFSF15 | Tumor necrosis factor ligand superfamily member 15 | Receptor for TNFRSF25 and TNFRSF6B. |
| TNFSF18 | Tumor necrosis factor ligand superfamily member 18 | Cytokine that binds to TNFRSF18/AITR/GITR. |
| CD40LG | CD40 ligand | Cytokine that acts as a ligand to CD40/TNFRSF5. |
| TNFSF8 | Tumor necrosis factor ligand superfamily member 8 | Cytokine that binds to TNFRSF8/CD30. |
| TNP2 | Nuclear transition protein 2 | Plays a key role in the replacement of histones to protamine in the elongating spermatids of mammals. |
| EIPR1 | EARP and GARP complex-interacting protein 1 | Acts as a component of endosomal retrieval machinery that is involved in protein transport from early endosomes to either recycling endosomes or the trans-Golgi network. |
| TYK2 | Non-receptor tyrosine-protein kinase TYK2 | Tyrosine kinase of the non-receptor type involved in numerous cytokines and interferons signaling, which regulates cell growth, development, cell migration, innate and adaptive immunity. |
| UBASH3A | Ubiquitin-associated and SH3 domain-containing protein A | Interferes with CBL-mediated down-regulation and degradation of receptor-type tyrosine kinases. |
| UBE2E3 | Ubiquitin-conjugating enzyme E2 E3 | Accepts ubiquitin from the E1 complex and catalyzes its covalent attachment to other proteins. |
| UBE2L3 | Ubiquitin-conjugating enzyme E2 L3 | Ubiquitin-conjugating enzyme E2 that specifically acts with HECT-type and RBR family E3 ubiquitin-protein ligases. |
| USP8 | Ubiquitin carboxyl-terminal hydrolase 8 | Hydrolase that can remove conjugated ubiquitin from proteins and therefore plays an important regulatory role at the level of protein turnover by preventing degradation. |
| ACTA2 | Actin, aortic smooth muscle | Actins are highly conserved proteins that are involved in various types of cell motility and are ubiquitously expressed in all eukaryotic cells. |
| IKZF3 | Zinc finger protein Aiolos | Transcription factor that plays an important role in the regulation of lymphocyte differentiation. |
| PTTG1IP | Pituitary tumor-transforming gene 1 protein-interacting protein | May facilitate PTTG1 nuclear translocation. |
| GLYAT | Glycine N-acyltransferase | Mitochondrial acyltransferase which transfers an acyl group to the N-terminus of glycine and glutamine, although much less efficiently. |
| HDAC7 | Histone deacetylase 7 | Responsible for the deacetylation of lysine residues on the N-terminal part of the core histones (H2A, H2B, H3 and H4). |
| BACH2 | Transcription regulator protein BACH2 | Transcriptional regulator that acts as a repressor or activator. |
| SLC39A11 | Zinc transporter ZIP11 | Zinc importer that regulates cytosolic zinc concentrations either via zinc influx from the extracellular compartment or efflux from intracellular organelles such as Golgi apparatus. |
| B3GNT2 | N-acetyllactosaminide beta-1,3-N-acetylglucosaminyltransferase 2 | Beta-1,3-N-acetylglucosaminyltransferase involved in the synthesis of poly-N-acetyllactosamine. |
| SKAP2 | Src kinase-associated phosphoprotein 2 | May be involved in B-cell and macrophage adhesion processes. |
| PARK7 | Parkinson disease protein 7 | Multifunctional protein with controversial molecular function which plays an important role in cell protection against oxidative stress and cell death acting as oxidative stress sensor and redox-sensitive chaperone and protease. |
| CARD9 | Caspase recruitment domain-containing protein 9 | Adapter protein that plays a key role in innate immune response against fungi by forming signaling complexes downstream of C-type lectin receptors. |
| ZMIZ1 | Zinc finger MIZ domain-containing protein 1 | Acts as a transcriptional coactivator. |
| CD28 | T-cell-specific surface glycoprotein CD28 | Receptor that plays a role in T-cell activation, proliferation, survival and the maintenance of immune homeostasis. |
| TNIP1 | TNFAIP3-interacting protein 1 | Inhibits NF-kappa-B activation and TNF-induced NF-kappa-B-dependent gene expression by regulating TAX1BP1 and A20/TNFAIP3-mediated deubiquitination of IKBKG; proposed to link A20/TNFAIP3 to ubiquitinated IKBKG. |
| CD6 | T-cell differentiation antigen CD6 | Cell adhesion molecule that mediates cell-cell contacts and regulates T-cell responses via its interaction with ALCAM/CD166. |
| MYDGF | Myeloid-derived growth factor | Bone marrow-derived monocyte and paracrine-acting protein that promotes cardiac myocyte survival and adaptive angiogenesis for cardiac protection and/or repair after myocardial infarction (MI). |
| CD226 | CD226 antigen | Cell surface receptor that plays an important role in the immune system, particularly in intercellular adhesion, lymphocyte signaling, cytotoxicity and lymphokine secretion mediated by cytotoxic T-cells and NK cells. |
| CEP43 | Centrosomal protein 43 | Required for anchoring microtubules to the centrosomes. |
| FNBP1 | Formin-binding protein 1 | May act as a link between RND2 signaling and regulation of the actin cytoskeleton. |
| ICOSLG | ICOS ligand | Ligand for the T-cell-specific cell surface receptor ICOS. |
| SP140 | Nuclear body protein SP140 | Component of the nuclear body, also known as nuclear domain 10, PML oncogenic domain, and KR body. |
Protein-family classification
Druggable: 27 · Difficult: 18 · Unknown: 30 · Druggable fraction: 0.36
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 |
|---|---|---|---|
| Antibody/Immunoglobulin | 6 | 2.3× | 0.267 |
| Kinase | 6 | 2.2× | 0.267 |
| Nuclear receptor | 1 | 5.2× | 0.384 |
| Enzyme (other) | 9 | 1.4× | 0.384 |
| Transcription factor | 12 | 1.3× | 0.384 |
| Scaffold/PPI | 6 | 1.4× | 0.443 |
| Phosphatase | 1 | 1.1× | 0.764 |
| Protease | 2 | 1.0× | 0.764 |
| GPCR | 2 | 0.6× | 0.918 |
| Other/Unknown | 30 | 0.7× | 0.998 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| ANKDD1B | Scaffold/PPI | no | Death_dom, Ankyrin_rpt, DEATH-like_dom_sf | |
| RELN | Other/Unknown | no | EGF, Reeler_dom, EGF_extracell | |
| RORC | Nuclear receptor | yes | Nucl_hrmn_rcpt_lig-bd, Znf_hrmn_rcpt, Nuclear_hrmn_rcpt | |
| RPS6KB1 | Kinase | yes | 2.7.11.1 | Prot_kinase_dom, AGC-kinase_C, Ser/Thr_kinase_AS |
| RUNX3 | Transcription factor | no | AML1_Runt, p53-like_TF_DNA-bd_sf, p53/RUNT-type_TF_DNA-bd_sf | |
| CCL21 | Other/Unknown | no | Chemokine_IL8-like_dom, Chemokine_CC_DCCL, Interleukin_8-like_sf | |
| BSN | Transcription factor | no | Znf_piccolo, Znf_FYVE_PHD, Znf_RING/FYVE/PHD | |
| STAT3 | Transcription factor | no | SH2, STAT, p53-like_TF_DNA-bd_sf | |
| STK11 | Kinase | yes | 2.7.11.1 | Prot_kinase_dom, Ser/Thr_kinase_AS, Kinase-like_dom_sf |
| SULT1A1 | Enzyme (other) | yes | 2.8.2.1 | Sulfotransferase_dom, P-loop_NTPase |
| SUOX | Enzyme (other) | yes | 1.8.3.1 | OxRdtase_Mopterin-bd_dom, Cyt_B5-like_heme/steroid-bd, MoCF_OxRdtse_dimer |
| TBX21 | Transcription factor | no | TF_T-box, p53-like_TF_DNA-bd_sf, TF_T-box_CS | |
| MYRF | Transcription factor | no | p53-like_TF_DNA-bd_sf, NDT80_DNA-bd_dom, MYRF_C2 | |
| TLR4 | Other/Unknown | no | TIR_dom, Cys-rich_flank_reg_C, Leu-rich_rpt | |
| TNFAIP3 | Transcription factor | no | Znf_A20, OTU_dom, OTU_Deubiquitinase | |
| TNFRSF14 | Other/Unknown | no | TNFR/NGFR_Cys_rich_reg, TNFR_14, TNFRSF14/UL144_N | |
| TNFRSF1A | Other/Unknown | no | Death_dom, TNFR/NGFR_Cys_rich_reg, DEATH-like_dom_sf | |
| CD40 | Other/Unknown | no | TNFR/NGFR_Cys_rich_reg, TNFR_5, TNFRSF5_N | |
| TNFRSF6B | Other/Unknown | no | TNFR/NGFR_Cys_rich_reg, TNFRSF6B_N, TNFRSF_decoy_receptor | |
| TNFSF15 | Other/Unknown | no | TNF_dom, TNF, Tumour_necrosis_fac-like_dom | |
| TNFSF18 | Other/Unknown | no | TNF_dom, Tumour_necrosis_fac-like_dom, TNFSF18 | |
| CD40LG | Other/Unknown | no | CD40L, TNF_dom, Tumour_necrosis_fac-like_dom | |
| TNFSF8 | Other/Unknown | no | TNF_dom, Tumour_necrosis_fac-like_dom, TNF_CS | |
| TNP2 | Other/Unknown | no | TP2 | |
| EIPR1 | Scaffold/PPI | no | WD40_rpt, WD40/YVTN_repeat-like_dom_sf, WD40_repeat_CS | |
| TYK2 | Kinase | yes | 2.7.10.2 | FERM_domain, Prot_kinase_dom, SH2 |
| UBASH3A | Phosphatase | yes | SH3_domain, UBA-like_sf, His_Pase_superF_clade-1 | |
| UBE2E3 | Enzyme (other) | yes | 2.3.2.23 | UBC, UBQ-conjugating_enzyme/RWD, UBQ-conjugating_AS |
| UBE2L3 | Enzyme (other) | yes | 2.3.2.23 | UBC, UBQ-conjugating_enzyme/RWD, UBQ-conjugating_AS |
| USP8 | Protease | yes | 3.4.19.12 | Peptidase_C19_UCH, Rhodanese-like_dom, USP8_dimer |
| ACTA2 | Other/Unknown | no | Actin, Actin_CS, Actin/actin-like_CS | |
| SIRAL2 | Other/Unknown | no | FAM118 | |
| IKZF3 | Transcription factor | no | Znf_C2H2_type, Znf_C2H2_sf, Ikaros_C2H2-ZF | |
| RASSF8 | Other/Unknown | no | RA_dom, Ubiquitin-like_domsf, N-RASSF | |
| PTTG1IP | Other/Unknown | no | PSI, PTTG1IP | |
| GLYAT | Enzyme (other) | yes | 2.3.1.13 | Glycine_N-acyltransferase, Glycine_N-acyltransferase_C, Glycine_N-acyltransferase_N |
| HDAC7 | Enzyme (other) | yes | 3.5.1.98 | HDACs, Ureohydrolase_dom_sf, His_deacetylse_dom |
| BACH2 | Transcription factor | no | BTB/POZ_dom, bZIP_Maf, bZIP | |
| SLC39A11 | Other/Unknown | no | ZIP | |
| B3GNT2 | Other/Unknown | no | Glyco_trans_31 | |
| SKAP2 | Scaffold/PPI | no | SH3_domain, PH_domain, PH-like_dom_sf | |
| ZNF831 | Transcription factor | no | Znf_C2H2_type, Znf_C2H2_sf | |
| PARK7 | Enzyme (other) | yes | 3.5.1.124 | DJ-1/PfpI, DJ-1, Class_I_gatase-like |
| CARD9 | Other/Unknown | no | CARD, DEATH-like_dom_sf, CARD_CARD9 | |
| ZMIZ1 | Transcription factor | no | Znf_MIZ, Znf_RING/FYVE/PHD, ZMIZ1_N | |
| CD28 | Antibody/Immunoglobulin | yes | CD28, Ig_V-set, Ig-like_fold | |
| TNIP1 | Other/Unknown | no | ||
| CD6 | Other/Unknown | no | SRCR, SRCR-like_dom_sf | |
| MYDGF | Other/Unknown | no | MYDGF | |
| CD226 | Antibody/Immunoglobulin | yes | Ig_sub2, Ig_sub, Ig-like_dom |
Expression context
Cohort genes with no expression data: 0.
67 cohort genes are a single-cell marker in ≥1 SCXA experiment.
Breadth distribution (Bgee present_calls)
| Bucket | Genes |
|---|---|
| narrow (1-5 tissues) | 1 |
| moderate (6-20) | 0 |
| broad (>20) | 74 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| granulocyte | 11 |
| lymph node | 11 |
| male germ line stem cell (sensu Vertebrata) in testis | 7 |
| monocyte | 6 |
| blood | 5 |
| leukocyte | 5 |
| spleen | 5 |
| jejunal mucosa | 5 |
| secondary oocyte | 5 |
| calcaneal tendon | 4 |
| vermiform appendix | 4 |
| left testis | 4 |
| mononuclear cell | 4 |
| stromal cell of endometrium | 4 |
| sperm | 4 |
| tibia | 4 |
| ileal mucosa | 4 |
| olfactory segment of nasal mucosa | 3 |
| right uterine tube | 3 |
| cerebellar vermis | 3 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| ANKDD1B | 132 | marker | right uterine tube, male germ line stem cell (sensu Vertebrata) in testis, olfactory segment of nasal mucosa | |
| RELN | 254 | broad | marker | olfactory bulb, cerebellar vermis, cerebellum |
| RORC | 209 | broad | marker | gastrocnemius, male germ line stem cell (sensu Vertebrata) in testis, hindlimb stylopod muscle |
| RPS6KB1 | 275 | ubiquitous | marker | endothelial cell, Brodmann (1909) area 23, calcaneal tendon |
| RUNX3 | 220 | broad | marker | granulocyte, buccal mucosa cell, lymph node |
| CCL21 | 206 | tissue_specific | marker | lymph node, right lobe of thyroid gland, vermiform appendix |
| BSN | 156 | broad | marker | frontal pole, paraflocculus, middle temporal gyrus |
| STAT3 | 301 | ubiquitous | marker | type B pancreatic cell, pericardium, lower lobe of lung |
| STK11 | 238 | ubiquitous | marker | left testis, right testis, hindlimb stylopod muscle |
| SULT1A1 | 177 | ubiquitous | marker | mucosa of transverse colon, right lobe of liver, right adrenal gland cortex |
| SUOX | 267 | ubiquitous | marker | right lobe of liver, right adrenal gland, right adrenal gland cortex |
| TBX21 | 149 | broad | marker | granulocyte, blood, male germ line stem cell (sensu Vertebrata) in testis |
| MYRF | 223 | ubiquitous | marker | middle frontal gyrus, C1 segment of cervical spinal cord, inferior vagus X ganglion |
| TLR4 | 233 | ubiquitous | marker | monocyte, mononuclear cell, leukocyte |
| TNFAIP3 | 274 | ubiquitous | marker | vena cava, mucosa of paranasal sinus, vermiform appendix |
| TNFRSF14 | 134 | ubiquitous | marker | granulocyte, spleen, right uterine tube |
| TNFRSF1A | 292 | ubiquitous | marker | tendon of biceps brachii, gall bladder, left uterine tube |
| CD40 | 242 | ubiquitous | marker | lymph node, right lung, spleen |
| TNFRSF6B | 127 | broad | yes | olfactory segment of nasal mucosa, spleen, subcutaneous adipose tissue |
| TNFSF15 | 149 | broad | marker | cartilage tissue, jejunal mucosa, duodenum |
| TNFSF18 | 98 | broad | yes | male germ line stem cell (sensu Vertebrata) in testis, gall bladder, stromal cell of endometrium |
| CD40LG | 124 | tissue_specific | marker | granulocyte, lymph node, blood |
| TNFSF8 | 179 | broad | marker | monocyte, leukocyte, mononuclear cell |
| TNP2 | 32 | tissue_specific | yes | sperm, male germ cell, left testis |
| EIPR1 | 249 | ubiquitous | marker | prefrontal cortex, adenohypophysis, nucleus accumbens |
| TYK2 | 288 | ubiquitous | marker | granulocyte, right hemisphere of cerebellum, adenohypophysis |
| UBASH3A | 133 | broad | marker | granulocyte, blood, lymph node |
| UBE2E3 | 134 | ubiquitous | marker | ganglionic eminence, cortical plate, stromal cell of endometrium |
| UBE2L3 | 287 | ubiquitous | marker | oocyte, secondary oocyte, mucosa of transverse colon |
| USP8 | 284 | ubiquitous | marker | calcaneal tendon, sural nerve, colonic epithelium |
Protein interactions among cohort
Intra-cohort edges: 47.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| STAT3 | 10,108 |
| LRRK2 | 7,628 |
| TLR4 | 6,974 |
| PARK7 | 5,722 |
| RPS6KB1 | 5,474 |
| STK11 | 5,146 |
| TNFRSF1A | 4,523 |
| TYK2 | 3,932 |
| CD40 | 3,765 |
| TNFAIP3 | 3,716 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| BACH2 | UBASH3A | string_interaction |
| BANK1 | TNFAIP3 | string_interaction |
| CARD9 | IFIH1 | string_interaction |
| CD226 | THADA | intact |
| CD28 | CD40 | string_interaction |
| CD28 | CD40LG | string_interaction |
| CD28 | ICOSLG | intact, string_interaction |
| CD28 | TNFSF18 | string_interaction |
| CD40 | CD40LG | biogrid_interaction, intact, string_interaction |
| CD40 | ICOSLG | string_interaction |
| CD40 | SLC39A11 | intact |
| CD40 | THADA | intact |
| CD40 | TNFSF8 | string_interaction |
| CD40LG | ICOSLG | string_interaction |
| CD40LG | TNFSF8 | string_interaction |
| CD6 | UBASH3A | string_interaction |
| CEP43 | PPP2R3C | biogrid_interaction |
| ERAP1 | IL23R | string_interaction |
| ERAP1 | TNFRSF1A | string_interaction |
| ERAP1 | TNIP1 | string_interaction |
| ICOSLG | TNFSF18 | string_interaction |
| IFNLR1 | TYK2 | string_interaction |
| IKZF3 | RUNX3 | string_interaction |
| IL23R | RORC | string_interaction |
| IL23R | TBX21 | string_interaction |
| IL23R | TNIP1 | string_interaction |
| IL23R | TYK2 | string_interaction |
| LRRK2 | MYDGF | intact |
| LRRK2 | PARK7 | string_interaction |
| NDFIP1 | UBE2L3 | biogrid_interaction |
| OR5B21 | TNP2 | string_interaction |
| RORC | TBX21 | string_interaction |
| RUNX3 | TBX21 | string_interaction |
| STAT3 | TYK2 | string_interaction |
| TNFAIP3 | TNFRSF1A | biogrid_interaction |
| TNFAIP3 | TNIP1 | biogrid_interaction, intact, string_interaction |
| TNFRSF14 | TNFRSF6B | string_interaction |
| TNFRSF14 | TNFSF15 | string_interaction |
| TNFRSF14 | TNFSF18 | string_interaction |
| TNFRSF14 | TNFSF8 | string_interaction |
| TNFRSF1A | TNFRSF6B | string_interaction |
| TNFRSF1A | TNFSF15 | string_interaction |
| TNFRSF1A | TNFSF8 | string_interaction |
| TNFRSF6B | TNFSF15 | biogrid_interaction, intact, string_interaction |
| TNFRSF6B | TNFSF8 | string_interaction |
| TNFSF15 | TNFSF18 | string_interaction |
| TNFSF15 | TNFSF8 | string_interaction |
Structural data
PDB: 54 · AlphaFold-only: 21 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| RORC | P51449 | 161 |
| PARK7 | Q99497 | 88 |
| TYK2 | P29597 | 52 |
| LRRK2 | Q5S007 | 44 |
| ERAP1 | Q9NZ08 | 23 |
| RPS6KB1 | P23443 | 22 |
| UBE2L3 | P68036 | 21 |
| TNFAIP3 | P21580 | 17 |
| TLR4 | O00206 | 15 |
| CD40 | P25942 | 14 |
| TNFRSF1A | P19438 | 13 |
| B3GNT2 | Q9NY97 | 12 |
| SULT1A1 | P50225 | 11 |
| CD28 | P10747 | 10 |
| HHAT | Q5VTY9 | 10 |
| USP8 | P40818 | 9 |
| IFIH1 | Q9BYX4 | 9 |
| TNFRSF14 | Q92956 | 8 |
| TNFRSF6B | O95407 | 8 |
| CD40LG | P29965 | 8 |
| CARD9 | Q9H257 | 8 |
| TNIP1 | Q15025 | 8 |
| IFNLR1 | Q8IU57 | 8 |
| TNFSF15 | O95150 | 7 |
| TNFSF18 | Q9UNG2 | 7 |
| STAT3 | P40763 | 6 |
| HDAC7 | Q8WUI4 | 6 |
| FNDC3A | Q9Y2H6 | 6 |
| CCL21 | O00585 | 5 |
| SP140 | Q13342 | 5 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| GLYAT | Q6IB77 | 95.71 |
| ACTA2 | P62736 | 95.43 |
| PPP2R3C | Q969Q6 | 90.08 |
| EIPR1 | Q53HC9 | 89.26 |
| OR5B21 | A6NL26 | 88.83 |
| CHSY1 | Q86X52 | 84.20 |
| ANKDD1B | A6NHY2 | 83.90 |
| SIRAL2 | Q9NWS6 | 83.77 |
| TNFSF8 | P32971 | 80.07 |
| SBK1 | Q52WX2 | 77.87 |
| PTTG1IP | P53801 | 77.51 |
| SLC39A11 | Q8N1S5 | 76.64 |
| UBAC2 | Q8NBM4 | 72.34 |
| NDFIP1 | Q9BT67 | 63.27 |
| TBX21 | Q9UL17 | 61.95 |
| BANK1 | Q8NDB2 | 61.25 |
| TNP2 | Q05952 | 59.17 |
| HIPK1 | Q86Z02 | 52.62 |
| IKZF3 | Q9UKT9 | 48.06 |
| ZNF365 | Q70YC4 | 30.21 |
| BSN | Q9UPA5 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 618. Enrichment computed across 204 evidence-associated genes (135 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 135 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| Interleukin-23 signaling | 5 | 47.0× | 2e-05 | STAT3, TYK2, IL23R, IL12B, JAK2 |
| TNFs bind their physiological receptors | 6 | 17.5× | 3e-04 | TNFRSF14, TNFRSF1A, TNFRSF6B, TNFSF15, TNFSF18, TNFSF8 |
| Interleukin-10 signaling | 7 | 12.1× | 3e-04 | STAT3, TNFRSF1A, TYK2, IL10, IL12B, IL1R1, IL1R2 |
| Interleukin-4 and Interleukin-13 signaling | 9 | 6.9× | 1e-03 | RORC, STAT3, TYK2, IL23R, FOS, IL10, IL12B, IL6R (+1 more) |
| Interleukin-6 signaling | 4 | 28.2× | 0.001 | STAT3, TYK2, IL6R, JAK2 |
| RUNX3 Regulates Immune Response and Cell Migration | 3 | 42.3× | 0.003 | RORC, RUNX3, ITGAL |
| Interleukin-37 signaling | 4 | 15.4× | 0.010 | STAT3, IL18R1, SMAD3, PTPN2 |
| MAPK1 (ERK2) activation | 3 | 25.4× | 0.013 | TYK2, IL6R, JAK2 |
| Activation of STAT3 by cadherin engagement | 6 | 7.2× | 0.013 | STAT3, TYK2, ACTA2, IL6R, JAK2, NFKB1 |
| MAPK3 (ERK1) activation | 3 | 23.1× | 0.014 | TYK2, IL6R, JAK2 |
| Interleukin-27 signaling | 3 | 23.1× | 0.014 | STAT3, TYK2, JAK2 |
| Interleukin-20 family signaling | 4 | 12.5× | 0.014 | STAT3, TYK2, IFNLR1, JAK2 |
| Interleukin-35 Signalling | 3 | 21.1× | 0.015 | STAT3, TYK2, JAK2 |
| Differentiation of naive CD4+ T cells to T helper 2 cells (Th2 cells) | 6 | 6.5× | 0.015 | TBX21, HDAC7, ETS1, FOS, IL5, NOTCH1 |
| Differentiation of naive CD4+ T cells to T helper 1 cells (Th1 cells) | 3 | 19.5× | 0.017 | RUNX3, TBX21, NFATC1 |
| Regulation of IFNG signaling | 3 | 18.1× | 0.021 | IFNGR2, JAK2, PTPN2 |
| TNF receptor superfamily (TNFSF) members mediating non-canonical NF-kB pathway | 3 | 14.9× | 0.035 | CD40, CD40LG, LTBR |
| IL-6-type cytokine receptor ligand interactions | 3 | 14.1× | 0.036 | TYK2, JAK2, OSMR |
| FCGR3A-mediated IL10 synthesis | 4 | 8.7× | 0.036 | ADCY3, ADCY7, FCGR2A, IL10 |
| Potential therapeutics for SARS | 6 | 5.1× | 0.036 | TYK2, KEAP1, IFNGR2, IL1R1, IL6R, JAK2 |
| RUNX3 regulates BCL2L11 (BIM) transcription | 2 | 33.8× | 0.038 | RUNX3, SMAD3 |
| Ovarian tumor domain proteases | 4 | 8.2× | 0.038 | TNFAIP3, TNIP1, IFIH1, NOD2 |
| NOTCH4 Intracellular Domain Regulates Transcription | 3 | 12.7× | 0.041 | ACTA2, SMAD3, NOTCH1 |
| Signaling by CSF3 (G-CSF) | 3 | 12.7× | 0.041 | STAT3, TYK2, JAK2 |
| IkBA variant leads to EDA-ID | 2 | 24.2× | 0.064 | NFKB1, NFKBIA |
| RUNX3 regulates CDKN1A transcription | 2 | 24.2× | 0.064 | RUNX3, SMAD3 |
| G alpha (z) signalling events | 4 | 6.9× | 0.064 | ADCY3, ADCY7, PRKCB, PRKCQ |
| TRAF6 mediated NF-kB activation | 3 | 10.2× | 0.068 | IFIH1, NFKB1, NFKBIA |
| Interleukin-6 family signaling | 2 | 21.1× | 0.069 | STAT3, JAK2 |
| IFNG signaling activates MAPKs | 2 | 21.1× | 0.069 | IFNGR2, JAK2 |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 181 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| immune response | 22 | 5.7× | 7e-08 | CCL21, TLR4, TNFRSF14, TNFSF15, TNFSF8, TYK2, ETS1, GPR65 (+14 more) |
| inflammatory response | 24 | 5.0× | 7e-08 | CCL21, STAT3, TLR4, TNFAIP3, TNFRSF1A, CD40, CD40LG, PARK7 (+16 more) |
| nucleotide-binding oligomerization domain containing 2 signaling pathway | 6 | 50.8× | 2e-07 | TLR4, INAVA, IRGM, NOD2, IRF5, NFKBIA |
| positive regulation of interleukin-17 production | 8 | 26.6× | 2e-07 | TYK2, CARD9, IL23R, NOD2, IL12B, IL21, JAK2, PRKCQ |
| negative regulation of inflammatory response | 13 | 9.8× | 2e-07 | TNFAIP3, TNFRSF1A, NDFIP1, IRGM, IL10, IL2RA, SMAD3, MEFV (+5 more) |
| positive regulation of canonical NF-kappaB signal transduction | 17 | 6.8× | 2e-07 | CCL21, STAT3, TLR4, TNFRSF1A, CD40, TNFSF15, CD40LG, CARD9 (+9 more) |
| response to muramyl dipeptide | 6 | 46.5× | 3e-07 | TNFAIP3, CARD9, INAVA, NOD2, NFKBIA, NOTCH1 |
| positive regulation of T-helper 17 type immune response | 6 | 46.5× | 3e-07 | TYK2, CARD9, IL23R, IL12B, JAK2, PRKCQ |
| positive regulation of type II interferon production | 10 | 12.4× | 1e-06 | TLR4, TYK2, CD226, IL23R, IL12B, IL18R1, IL1R1, IL21 (+2 more) |
| positive regulation of interleukin-10 production | 8 | 17.7× | 2e-06 | STAT3, TLR4, CD40LG, CD28, INAVA, NOD2, IL12B, IL21 |
| cellular response to virus | 10 | 11.1× | 3e-06 | TYK2, IFNLR1, IFIH1, IRGM, IFNGR2, IL21, IRF5, JAK2 (+2 more) |
| positive regulation of T cell proliferation | 9 | 12.9× | 4e-06 | CD40LG, TYK2, CD28, CD6, IL23R, IL12B, IL21, JAK2 (+1 more) |
| positive regulation of inflammatory response | 11 | 8.8× | 6e-06 | STAT3, TLR4, TNFRSF1A, TNFSF18, TNIP1, ETS1, IL12B, IL21 (+3 more) |
| interleukin-23-mediated signaling pathway | 4 | 62.1× | 2e-05 | STAT3, TYK2, IL23R, JAK2 |
| negative regulation of cytokine production involved in inflammatory response | 7 | 16.3× | 2e-05 | STAT3, ADCY7, IL1R2, JAK2, MEFV, NFKB1, NFKBIA |
| adaptive immune response | 13 | 6.0× | 3e-05 | TNFRSF14, TNFSF18, CD6, ICOSLG, ERAP1, ERAP2, EOMES, HLA-B (+5 more) |
| positive regulation of transcription by RNA polymerase II | 32 | 2.6× | 4e-05 | STAT3, TBX21, TLR4, TNFRSF1A, CD40, TNFSF8, PARK7, ZMIZ1 (+24 more) |
| cytokine-mediated signaling pathway | 10 | 7.2× | 1e-04 | STAT3, TNFRSF1A, TYK2, IFNLR1, IL23R, IFNGR2, IL6R, IRF5 (+2 more) |
| cellular response to lipopolysaccharide | 11 | 6.0× | 2e-04 | TLR4, TNFAIP3, CD40, TNIP1, SBNO2, IRGM, EFNB2, NOD2 (+3 more) |
| cell surface receptor signaling pathway via JAK-STAT | 7 | 11.2× | 2e-04 | STAT3, TNFRSF1A, CD40, TYK2, IL23R, IL12B, JAK2 |
| positive regulation of tumor necrosis factor production | 9 | 7.6× | 2e-04 | STAT3, TLR4, CARD9, LRRK2, IFIH1, FCGR2A, NOD2, IL12B (+1 more) |
| positive regulation of receptor signaling pathway via JAK-STAT | 6 | 14.3× | 3e-04 | TYK2, IL10, IL5, IL7R, JAK2, NOTCH1 |
| positive regulation of natural killer cell proliferation | 4 | 31.0× | 4e-04 | TYK2, IL23R, IL12B, JAK2 |
| positive regulation of interleukin-12 production | 6 | 13.0× | 4e-04 | TLR4, CD40, CD40LG, IL23R, IL12B, IRF5 |
| positive regulation of interleukin-1 beta production | 7 | 10.0× | 4e-04 | STAT3, TLR4, INAVA, NOD2, JAK2, SMAD3, MEFV |
| T-helper cell differentiation | 3 | 55.9× | 8e-04 | RORC, IL12B, PTGER4 |
| positive regulation of MAPK cascade | 11 | 4.9× | 0.001 | CD40, MYDGF, BANK1, LRRK2, INAVA, GPR37, NOD2, IL6R (+3 more) |
| positive regulation of cytokine production involved in inflammatory response | 5 | 15.0× | 0.001 | STAT3, TLR4, CARD9, CD6, NOD2 |
| cellular response to mechanical stimulus | 7 | 8.4× | 0.001 | TLR4, TNFRSF1A, CD40, DAG1, LTBR, NFKB1, PTGER4 |
| lipopolysaccharide-mediated signaling pathway | 5 | 14.6× | 0.001 | TLR4, CD6, JAK2, NFKBIA, PTPN22 |
Therapeutics
Drugs indicated or in trials for this disease
13 approved drugs — disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Status |
|---|---|
| Adalimumab | Approved (phase 4) |
| Celecoxib | Approved (phase 4) |
| Certolizumab Pegol | Approved (phase 4) |
| Dexamethasone | Approved (phase 4) |
| Etanercept | Approved (phase 4) |
| Golimumab | Approved (phase 4) |
| Indomethacin | Approved (phase 4) |
| Infliximab | Approved (phase 4) |
| Isopropyl Alcohol | Approved (phase 4) |
| Naproxen | Approved (phase 4) |
| Prednisolone | Approved (phase 4) |
| Prednisone | Approved (phase 4) |
| Secukinumab | Approved (phase 4) |
29 drugs in clinical trials for this disease (phase 2–3, investigational): efficacy not established — a trial record, not an indication.
| Drug | Highest phase |
|---|---|
| Apremilast | Phase 3 |
| Bimekizumab | Phase 3 |
| Brodalumab | Phase 3 |
| Diclofenac | Phase 3 |
| Etoricoxib | Phase 3 |
| Filgotinib | Phase 3 |
| Gumokimab | Phase 3 |
| Ixekizumab | Phase 3 |
| Meloxicam | Phase 3 |
| Methotrexate | Phase 3 |
| Misoprostol | Phase 3 |
| Omeprazole | Phase 3 |
| Rebamipide | Phase 3 |
| Tocilizumab | Phase 3 |
| Tofacitinib | Phase 3 |
| Upadacitinib | Phase 3 |
| Ustekinumab | Phase 3 |
| ARRY-797 | Phase 2 |
| Abatacept | Phase 2 |
| Izokibep | Phase 2 |
| Methylprednisolone | Phase 2 |
| Mufemilast | Phase 2 |
| Olsalazine | Phase 2 |
| Risankizumab | Phase 2 |
| Rituximab | Phase 2 |
| Sarilumab | Phase 2 |
| Sulfasalazine | Phase 2 |
| Thalidomide | Phase 2 |
| Vunakizumab | Phase 2 |
Drug target analysis
Approved (phase 4): 12 · Phase ≥3: 12 · Phased (≥1): 16 · Undrugged: 59
Druggability breadth: 102 of 204 evidence-associated genes (50%) 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 |
|---|---|
| RORC | DIGOXIN |
| RPS6KB1 | FEDRATINIB |
| STAT3 | MOMELOTINIB |
| STK11 | FEDRATINIB |
| SULT1A1 | ESTRADIOL |
| TLR4 | METHOTREXATE |
| TYK2 | FEDRATINIB |
| IKZF3 | POMALIDOMIDE |
| HDAC7 | CELECOXIB |
| SBK1 | AFATINIB |
| LRRK2 | PONATINIB |
| HIPK1 | FEDRATINIB |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| TYK2 | 72 | 4 |
| LRRK2 | 42 | 4 |
| RPS6KB1 | 39 | 4 |
| HDAC7 | 28 | 4 |
| HIPK1 | 21 | 4 |
| STAT3 | 18 | 4 |
| STK11 | 17 | 4 |
| SBK1 | 14 | 4 |
| RORC | 9 | 4 |
| TLR4 | 6 | 4 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| DIGOXIN | 4 | RORC, STAT3 |
| TRETINOIN | 4 | RORC |
| ALITRETINOIN | 4 | RORC |
| FEDRATINIB | 4 | HIPK1, LRRK2, RPS6KB1, SBK1, STK11, TYK2 |
| SORAFENIB | 4 | HIPK1, RPS6KB1 |
| VANDETANIB | 4 | LRRK2, RPS6KB1 |
| BOSUTINIB | 4 | HIPK1, LRRK2, RPS6KB1, TYK2 |
| NINTEDANIB | 4 | HIPK1, LRRK2, RPS6KB1, SBK1, STK11, TYK2 |
| SUNITINIB | 4 | HIPK1, LRRK2, RPS6KB1, SBK1, STK11, TYK2 |
| CRIZOTINIB | 4 | RPS6KB1, SBK1, TYK2 |
| MIDOSTAURIN | 4 | LRRK2, RPS6KB1, STK11, TYK2 |
| MOMELOTINIB | 4 | STAT3, TYK2 |
| NITAZOXANIDE | 4 | STAT3 |
| NICLOSAMIDE | 4 | STAT3 |
| BARICITINIB | 4 | STAT3, TYK2 |
| DIGITOXIN | 4 | STAT3 |
| DEUCRAVACITINIB | 4 | STAT3, TYK2 |
| PACRITINIB | 4 | STK11, TYK2 |
| ESTRADIOL | 4 | SULT1A1 |
| ETHINYL ESTRADIOL | 4 | SULT1A1 |
| METHOTREXATE | 4 | TLR4 |
| POLYMYXIN B | 4 | TLR4 |
| CARVEDILOL | 4 | TLR4 |
| RUXOLITINIB | 4 | HIPK1, LRRK2, SBK1, TYK2 |
| TOFACITINIB | 4 | LRRK2, TYK2 |
| UPADACITINIB | 4 | TYK2 |
| FILGOTINIB | 4 | TYK2 |
| ABROCITINIB | 4 | TYK2 |
| AXITINIB | 4 | LRRK2, TYK2 |
| RUXOLITINIB PHOSPHATE | 4 | TYK2 |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 14.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| HDAC7 | 1,710 | Binding:1695, ADMET:10, Functional:4, Toxicity:1 |
| STAT3 | 1,319 | Binding:1304, Functional:12, Unclassified:2, ADMET:1 |
| TYK2 | 1,083 | Binding:1043, Functional:39, ADMET:1 |
| LRRK2 | 809 | Binding:799, ADMET:7, Functional:3 |
| RORC | 758 | Binding:707, Functional:50, Unclassified:1 |
| RPS6KB1 | 585 | Binding:582, Functional:2, ADMET:1 |
| HIPK1 | 285 | Binding:285 |
| TLR4 | 267 | Binding:254, Functional:10, ADMET:3 |
| STK11 | 244 | Binding:244 |
| IKZF3 | 101 | Binding:100, Functional:1 |
| SBK1 | 97 | Binding:97 |
| ERAP1 | 88 | Binding:85, Functional:2, ADMET:1 |
| PARK7 | 62 | Binding:62 |
| USP8 | 54 | Binding:51, Functional:3 |
| TNFRSF1A | 24 | Binding:23, Functional:1 |
| SULT1A1 | 19 | ADMET:15, Binding:4 |
| HHAT | 14 | Binding:14 |
| GBA3 | 14 | Binding:14 |
| IL23R | 13 | Binding:13 |
| CD40 | 10 | Binding:10 |
| CD40LG | 8 | Binding:8 |
| SP140 | 8 | Binding:8 |
| ICOSLG | 6 | Binding:6 |
| BACH2 | 3 | Binding:3 |
| UBE2L3 | 2 | Binding:2 |
| CEP43 | 2 | Binding:2 |
| TNFAIP3 | 1 | Binding:1 |
| UBASH3A | 1 | Binding:1 |
| SLC39A11 | 1 | Binding:1 |
| B3GNT2 | 1 | Binding:1 |
| CD28 | 1 | Functional:1 |
| IFIH1 | 1 | Binding:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| RPS6KB1 | 2.7.11.1 | non-specific serine/threonine protein kinase |
| STK11 | 2.7.11.1 | non-specific serine/threonine protein kinase |
| SULT1A1 | 2.8.2.1, 2.8.2.2 | aryl sulfotransferase, alcohol sulfotransferase |
| SUOX | 1.8.3.1 | sulfite oxidase |
| TYK2 | 2.7.10.2 | non-specific protein-tyrosine kinase |
| UBE2E3 | 2.3.2.23, 2.3.2.24 | E2 ubiquitin-conjugating enzyme, (E3-independent) E2 ubiquitin-conjugating enzyme |
| UBE2L3 | 2.3.2.23, 2.3.2.24 | E2 ubiquitin-conjugating enzyme, (E3-independent) E2 ubiquitin-conjugating enzyme |
| USP8 | 3.4.19.12 | ubiquitinyl hydrolase 1 |
| GLYAT | 2.3.1.13, 2.3.1.71 | glycine N-acyltransferase, glycine N-benzoyltransferase |
| HDAC7 | 3.5.1.98 | histone deacetylase |
| PARK7 | 3.5.1.124, 4.2.1.130 | protein deglycase, D-lactate dehydratase |
| CHSY1 | 2.4.1.175, 2.4.1.226 | glucuronosyl-N-acetylgalactosaminyl-proteoglycan 4-beta-N-acetylgalactosaminyltransferase, N-acetylgalactosaminyl-proteoglycan 3-beta-glucuronosyltransferase |
| ERAP1 | 3.4.11.1, 3.4.11.22 | leucyl aminopeptidase, aminopeptidase I |
| GBA3 | 3.2.1.21 | beta-glucosidase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| RORC | 758 |
| RPS6KB1 | 585 |
| STAT3 | 1,319 |
| STK11 | 244 |
| TLR4 | 267 |
| TYK2 | 1,083 |
| IKZF3 | 101 |
| HDAC7 | 1,710 |
| LRRK2 | 809 |
| HIPK1 | 285 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 75; with CPIC/DPWG dosing guidelines: 0.
No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).
Chemical tractability of cohort targets
27 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) |
|---|---|---|
| DIGOXIN | 4 | RORC, STAT3 |
| TRETINOIN | 4 | RORC |
| ALITRETINOIN | 4 | RORC |
| FEDRATINIB | 4 | HIPK1, LRRK2, RPS6KB1, SBK1, STK11, TYK2 |
| SORAFENIB | 4 | HIPK1, RPS6KB1 |
| VANDETANIB | 4 | LRRK2, RPS6KB1 |
| BOSUTINIB | 4 | HIPK1, LRRK2, RPS6KB1, TYK2 |
| NINTEDANIB | 4 | HIPK1, LRRK2, RPS6KB1, SBK1, STK11, TYK2 |
| SUNITINIB | 4 | HIPK1, LRRK2, RPS6KB1, SBK1, STK11, TYK2 |
| CRIZOTINIB | 4 | RPS6KB1, SBK1, TYK2 |
| MIDOSTAURIN | 4 | LRRK2, RPS6KB1, STK11, TYK2 |
| MOMELOTINIB | 4 | STAT3, TYK2 |
| NITAZOXANIDE | 4 | STAT3 |
| NICLOSAMIDE | 4 | STAT3 |
| BARICITINIB | 4 | STAT3, TYK2 |
| DIGITOXIN | 4 | STAT3 |
| DEUCRAVACITINIB | 4 | STAT3, TYK2 |
| PACRITINIB | 4 | STK11, TYK2 |
| ESTRADIOL | 4 | SULT1A1 |
| ETHINYL ESTRADIOL | 4 | SULT1A1 |
| POLYMYXIN B | 4 | TLR4 |
| CARVEDILOL | 4 | TLR4 |
| RUXOLITINIB | 4 | HIPK1, LRRK2, SBK1, TYK2 |
| UPADACITINIB | 4 | TYK2 |
| ABROCITINIB | 4 | TYK2 |
| AXITINIB | 4 | LRRK2, TYK2 |
| RUXOLITINIB PHOSPHATE | 4 | TYK2 |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 12 | RORC, RPS6KB1, STAT3, STK11, SULT1A1, TLR4, TYK2, IKZF3, HDAC7, SBK1 (+2 more) |
| B | Phased (≥1) drug, not yet approved | 4 | TNFRSF1A, PARK7, ERAP1, GBA3 |
| C | Druggable family + PDB, no drug | 12 | SUOX, UBASH3A, UBE2E3, UBE2L3, USP8, CD28, CD226, ICOSLG, ADGRL2, IFNLR1 (+2 more) |
| D | Druggable family + AlphaFold only, no drug | 3 | GLYAT, CHSY1, OR5B21 |
| E | Difficult family or no structure, no drug | 44 | ANKDD1B, RELN, RUNX3, CCL21, BSN, TBX21, MYRF, TNFAIP3, TNFRSF14, CD40 (+34 more) |
Undrugged target profiles
59 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| TNFRSF6B | 0 | TNFRSF1A |
| ANKDD1B | 0 | — |
| RELN | 0 | — |
| RUNX3 | 0 | — |
| CCL21 | 0 | — |
| BSN | 0 | — |
| SUOX | 0 | — |
| TBX21 | 0 | — |
| MYRF | 0 | — |
| TNFAIP3 | 1 | — |
| TNFRSF14 | 0 | — |
| CD40 | 10 | — |
| TNFSF15 | 0 | — |
| TNFSF18 | 0 | — |
| CD40LG | 8 | — |
| TNFSF8 | 0 | — |
| TNP2 | 0 | — |
| EIPR1 | 0 | — |
| UBASH3A | 1 | — |
| UBE2E3 | 0 | — |
| UBE2L3 | 2 | — |
| USP8 | 54 | — |
| ACTA2 | 0 | — |
| SIRAL2 | 0 | — |
| RASSF8 | 0 | — |
| PTTG1IP | 0 | — |
| GLYAT | 0 | — |
| BACH2 | 3 | — |
| SLC39A11 | 1 | — |
| B3GNT2 | 1 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 384.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 237 |
| PHASE3 | 44 |
| PHASE4 | 42 |
| PHASE2 | 37 |
| PHASE1 | 8 |
| PHASE2/PHASE3 | 7 |
| PHASE1/PHASE2 | 5 |
| EARLY_PHASE1 | 4 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT05303285 | PHASE4 | RECRUITING | A Study Evaluating the Efficacy of Secukinumab 300mg in Chinese Adults With Active Ankylosing Spondylitis |
| NCT06707194 | PHASE4 | RECRUITING | Effect and Safety of Benzathine Penicillin Combined With Etanercept on Spondyloarthritis |
| NCT06833112 | PHASE4 | NOT_YET_RECRUITING | Interleukin-17 (IL-17) Inhibitor in Combination With Tumor Necrosis Factor α (TNFα )Inhibitor for the Treatment of Ankylosing Spondylitis |
| NCT00133315 | PHASE4 | COMPLETED | TNFalfa Blocking Treatment of Spondylarthropathies |
| NCT00247962 | PHASE4 | COMPLETED | Study Evaluating Etanercept and Sulphasalazine in Ankylosing Spondylitis |
| NCT00410046 | PHASE4 | COMPLETED | Extension Study Evaluating Etanercept in Ankylosing Spondylitis |
| NCT00420238 | PHASE4 | COMPLETED | Study Evaluating Etanercept for the Treatment of Active, Severe, and Advanced Axial Ankylosing Spondylitis |
| NCT00432432 | PHASE4 | COMPLETED | Combination Methotrexate and Infliximab |
| NCT00444340 | PHASE4 | COMPLETED | An Open-Label Multicentre Long-Term Extension Study of Etanercept for Ankylosing Spondylitis |
| NCT00458185 | PHASE4 | COMPLETED | Study Evaluating Etanercept in Patients With Ankylosing Spondylitis |
| NCT00507403 | PHASE4 | COMPLETED | Infliximab and Methotrexate in Ankylosing Spondylitis |
| NCT00647517 | PHASE4 | COMPLETED | Tramadol/Acetaminophen(Ultracet) AS add-on Therapy in the Treatment of Patients With Ankylosing Spondylitis |
| NCT00715091 | PHASE4 | COMPLETED | Effects of Non-Steroidal Anti-Inflammatory Drugs (NSAIDs) on RAdiographic Damage in Ankylosing Spondylitis |
| NCT00873730 | PHASE4 | COMPLETED | Study Evaluating Etanercept in Subjects With Ankylosing Spondylitis in Spain |
| NCT00910273 | PHASE4 | TERMINATED | Effects of Etanercept on the Heart, Veins and Thickness of Certain Major Arteries In Ankylosing Spondylitis Patients |
| NCT00953979 | PHASE4 | COMPLETED | Efficacy and Safety of Kunxian Capsule in Treatment Patients With Early Ankylosing Spondylitis |
| NCT01148901 | PHASE4 | WITHDRAWN | Effectiveness and Safety of Early Treatment With Infliximab for Hip Arthritis Associated With Ankylosing Spondylitis (AS) (P06451) |
| NCT01212653 | PHASE4 | COMPLETED | Effect of Anti-TNF (Alpha) Treatment on Vascular Stiffness in Ankylosing Spondylitis (AS) |
| NCT01422564 | PHASE4 | TERMINATED | Metal on Metal Versus Metal on Highly Crossed Linked Polyethylene Sytem |
| NCT01517620 | PHASE4 | COMPLETED | Total Glucosides Paeony Capsules in Maintaining Clinical Remission in Patients With Ankylosing Spondylitis Which Achieve Clinical Remission After Anti-TNF Therapy |
| NCT01668004 | PHASE4 | COMPLETED | The Incidence of Extra-Articular Manifestations in Participants With Ankylosing Spondylitis Treated With Golimumab (MK-8259-012) |
| NCT01895764 | PHASE4 | COMPLETED | Effect of the Combination of Methotrexate and Adalimumab on Reduction of Immunization in Ankylosing Spondylitis (COMARIS) |
| NCT01934933 | PHASE4 | COMPLETED | Etanercept and Celecoxib Alone/Combined Treatment in Effectiveness and Safety of Active Ankylosing Spondylitis |
| NCT02132234 | PHASE4 | UNKNOWN | Effects of Biological Treatment on Blood Pressure and Endothelial Function in Patients With Rheumatoid Arthritis, Psoriatic Arthritis and Ankylosing Spondylitis |
| NCT02313727 | PHASE4 | UNKNOWN | Combined Treatment With TNF Inhibitor and Pamidronate in AS Patients: Effect on the Radiographic Progression |
| NCT02489760 | PHASE4 | UNKNOWN | Etanercept Versus Adalimumab in the Treatment of Patients With Ankylosing Spondylitis. A Switch Study |
| NCT02492217 | PHASE4 | COMPLETED | Biomarkers Identification of Anti-tumor Necrosis Factor (TNF) α Agent’s Efficacy in Ankylosing Spondylitis Patients |
| NCT02528201 | PHASE4 | COMPLETED | A Study Of Celecoxib Versus Diclofenac In Patients With Ankylosing Spondylitis |
| NCT02638896 | PHASE4 | UNKNOWN | Dose Reduction of Etanercept in Patients With Ankylosing Spondylitis |
| NCT02758782 | PHASE4 | COMPLETED | NSAIDs Added to Anti-TNF Therapy Versus Anti-TNF Therapy Alone on Progression of Structural Damage in Ankylosing Spondylitis |
| NCT02763046 | PHASE4 | COMPLETED | Study to Examine the Clinical Efficacy and the Nonsteroidal Anti-inflammatory Drug (NSAID)-Sparing Effect of Secukinumab Over 16 Weeks in Patients With Ankylosing Spondylitis |
| NCT03350815 | PHASE4 | COMPLETED | Study Estimating the Clinical Difference Between 300 mg and 150 mg of Secukinumab Following Dose Escalation to 300 mg in Patients With Ankylosing Spondylitis |
| NCT03411798 | PHASE4 | COMPLETED | Sequential Application of Yisaipu® and DMARDs in Treating Mild-to-Moderate AS |
| NCT03473665 | PHASE4 | TERMINATED | Non-Steroidal Anti-inflammatory Drugs in Axial Spondyloarthritis |
| NCT03639740 | PHASE4 | UNKNOWN | Treat-to-target With Secukinumab in Axial Spondyloarthritis |
| NCT03800797 | PHASE4 | COMPLETED | Efficacy and Safety of Loxoprofen Hydrogel Patch in Patients With Ankylosing Spondylitis |
| NCT03932006 | PHASE4 | UNKNOWN | A Multicenter,Double-Blind and Randomized Controlled Trial of Fengshigutong Capsule in the Treatment of Ankylosing Spondylitis |
| NCT04077957 | PHASE4 | UNKNOWN | Treat-to-target Strategy in Ankylosing Spondylitis Using Etanercept and Conventional Synthetic DMARDs |
| NCT04885751 | PHASE4 | UNKNOWN | Compare the Effect of Eupatilin and Rebamipide on the Prevention of Gastroenteropathy |
| NCT04934059 | PHASE4 | UNKNOWN | Efficacy and Safety of Yuxuebi Tablet in Treating Night Pain of Ankylosing Spondylitis (AS). |
Drugs tested across these trials (top 30)
| Molecule | Max phase | Trials referencing |
|---|---|---|
| ETANERCEPT | 4 | 27 |
| GOLIMUMAB | 4 | 8 |
| ADALIMUMAB | 4 | 7 |
| INFLIXIMAB | 4 | 7 |
| SECUKINUMAB | 4 | 7 |
| TOFACITINIB | 4 | 6 |
| BIMEKIZUMAB | 4 | 5 |
| CELECOXIB | 4 | 5 |
| SULFASALAZINE | 4 | 5 |
| CERTOLIZUMAB PEGOL | 4 | 4 |
| FILGOTINIB | 4 | 4 |
| ENTECAVIR ANHYDROUS | 4 | 3 |
| ETORICOXIB | 4 | 3 |
| DICLOFENAC | 4 | 2 |
| MELOXICAM | 4 | 2 |
| SARILUMAB | 4 | 2 |
| ABATACEPT | 4 | 1 |
| APREMILAST | 4 | 1 |
| HYDROXYCHLOROQUINE | 4 | 1 |
| INDOMETHACIN | 4 | 1 |
| LOXOPROFEN | 4 | 1 |
| METHOTREXATE | 4 | 1 |
| METHYLPREDNISOLONE | 4 | 1 |
| NAPROXEN | 4 | 1 |
| OLSALAZINE | 4 | 1 |
| PAMIDRONIC ACID | 4 | 1 |
| PENICILLIN G BENZATHINE | 4 | 1 |
| RISANKIZUMAB | 4 | 1 |
| TERBINAFINE | 4 | 1 |
| THALIDOMIDE | 4 | 1 |
Related Atlas pages
- Cohort genes: ANKDD1B, RELN, RORC, RPS6KB1, RUNX3, CCL21, BSN, STAT3, STK11, SULT1A1, SUOX, TBX21, MYRF, TLR4, TNFAIP3, TNFRSF14, TNFRSF1A, CD40, TNFRSF6B, TNFSF15, TNFSF18, CD40LG, TNFSF8, TNP2, EIPR1, TYK2, UBASH3A, UBE2E3, UBE2L3, USP8, ACTA2, SIRAL2, IKZF3, RASSF8, PTTG1IP, GLYAT, HDAC7, BACH2, SLC39A11, B3GNT2, SKAP2, ZNF831, PARK7, CARD9, ZMIZ1, CD28, TNIP1, CD6, MYDGF, CD226, CEP43, FNBP1, ICOSLG, SP140, CHSY1, ANKRD30A, PPP2R3C, NDFIP1, SBK1, ERAP1, ZNF365, BANK1, ITLN1, HHAT, ADGRL2, IFNLR1, LRRK2, IFIH1, HIPK1, GBA3, IL23R, THADA, OR5B21, FNDC3A, UBAC2
- Drugs: Etanercept, Golimumab, Adalimumab, Infliximab, Secukinumab, Tofacitinib, Bimekizumab, Celecoxib, Sulfasalazine, Certolizumab Pegol, Filgotinib, Entecavir, Etoricoxib, Diclofenac, Meloxicam, Sarilumab, Abatacept, Apremilast, Hydroxychloroquine, Indomethacin, Loxoprofen, Methotrexate, Methylprednisolone, Naproxen, Olsalazine, Pamidronic Acid, Penicillin G Benzathine, Risankizumab, Terbinafine, Thalidomide