Brain aneurysm
diseaseOn this page
Summary
Brain aneurysm (MONDO:0005291) is a disease caused by ANGPTL6 (GenCC Strong), with 75 cohort genes (157 GWAS associations across 30 studies) and 27 clinical trials. The dominant Reactome pathway is SLC-mediated transport of organic cations (3 cohort genes).
At a glance
- Causal gene: ANGPTL6 (GenCC Strong)
- Cohort genes: 75
- GWAS associations: 157
- ClinVar variants: 1
- Clinical trials: 27
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | brain aneurysm |
| Mondo ID | MONDO:0005291 |
| EFO | EFO:0003870 |
| MeSH | D002532 |
| DOID | DOID:10941 |
| UMLS | C0751003 |
| MedGen | 196706 |
| Anatomy (UBERON) | UBERON:0003499 |
| Is cancer (heuristic) | no |
Data availability: 1 ClinVar variant · 157 GWAS associations (30 studies) · 1 GenCC gene-disease record.
Disease family
An umbrella term covering 1 Mondo subtype.
Classification path: disease › human disease › disease by body system or component › nervous system disorder › central nervous system disorder › brain disorder › cerebrovascular disorder › intracranial arterial disease › cerebral arterial disease › brain aneurysm
Related subtypes (3): middle cerebral artery infarction, posterior cerebral artery infarction, Moyamoya disease
Subtypes (1): intracranial berry aneurysm
Genetics & variants
GWAS landscape
157 GWAS associations across 30 studies. Top hits map to 29 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs1537373 | 3e-29 | CDKN2B-AS1 | T | 0.18 |
| rs371331393 | 9e-27 | ARHGAP32 | A | 43.57 |
| rs6841581 | 3e-26 | PRMT5P1 - EDNRA | A | 0.22 |
| rs138525217 | 6e-23 | CD163L1 | T | 75.98 |
| rs1333040 | 2e-22 | CDKN2B-AS1 | T | 1.32 |
| rs75822236 | 1e-19 | GBA1 | T | 161.4 |
| rs79134766 | 2e-19 | OLFML2A | G | 7.14 |
| rs55965782 | 9e-18 | RPL31P26 - PRMT5P1 | T | 0.26 |
| rs11661542 | 3e-17 | RBBP8-AS1 | A | 0.14 |
| rs112859779 | 3e-16 | TCF24 | C | 5.26 |
| rs78458145 | 3e-15 | LINC01237 | G | 4.17 |
| rs116969723 | 4e-15 | LRRC3 | G | 4.17 |
| rs3742321 | 5e-15 | STARD13 | T | 0.14 |
| rs7184525 | 6e-15 | CFDP1 | A | 0.14 |
| rs118107419 | 1e-14 | SLC2A14 | C | 4 |
| rs6997005 | 1e-14 | RP1 | A | 0.15 |
| rs2280543 | 1e-14 | BET1L | T | 0.24 |
| rs4977574 | 1e-14 | CDKN2B-AS1 | G | 0.18 |
| rs79780963 | 2e-14 | NT5C2 | T | 0.19 |
| rs62516550 | 3e-14 | RP1 | T | 0.16 |
| rs6741819 | 4e-14 | RNF144A | C | 4 |
| rs727333 | 4e-14 | DSCAM | C | 3.85 |
| rs7137731 | 5e-14 | FGD6 | T | 0.12 |
| rs59626274 | 6e-14 | LINC02991 | C | 3.85 |
| rs7866503 | 2e-13 | CDKN2B-AS1 | T | 1.26 |
| rs74487487 | 2e-13 | LINC00992 - LINC02147 | G | 2.89 |
| rs549990459 | 2e-13 | NHLRC2 - ADRB1 | C | 3.22 |
| rs55800589 | 3e-13 | NAPA-AS1 | G | 2.63 |
| rs573922818 | 3e-13 | GNLY - RNU1-38P | C | 3.69 |
| rs61775135 | 4e-13 | PRDM2 | C | 3.12 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST011020 | Bakker MK | 2020 | 7,495 | 71,934 | Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors. |
| GCST011021 | Bakker MK | 2020 | 7,495 | 71,934 | Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors. |
| GCST90018595 | Sakaue S | 2021 | 3,132 | 152,022 | A cross-population atlas of genetic associations for 220 human phenotypes. |
| GCST90013685 | Ishigaki K | 2020 | 2,820 | 192,383 | Large-scale genome-wide association study in a Japanese population identifies novel susceptibility loci across different diseases. |
| GCST000646 | Yasuno K | 2010 | 2,780 | 12,515 | Genome-wide association study of intracranial aneurysm identifies three new risk loci. |
| GCST002633 | Foroud T | 2014 | 2,617 | 2,548 | Genome-wide association study of intracranial aneurysm identifies a new association on chromosome 7. |
| GCST90013762 | Ishigaki K | 2020 | 1,818 | 94,928 | Large-scale genome-wide association study in a Japanese population identifies novel susceptibility loci across different diseases. |
| GCST90477997 | Verma A | 2024 | 1,609 | 449,069 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST000262 | Bilguvar K | 2008 | 1,580 | 6,276 | Susceptibility loci for intracranial aneurysm in European and Japanese populations. |
| GCST003683 | van ’t Hof FN | 2016 | 1,516 | 9,507 | Shared Genetic Risk Factors of Intracranial, Abdominal, and Thoracic Aneurysms. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|---|
| Tier 1: coding | 5 |
| Tier 2: splice/UTR | 3 |
| Tier 3: regulatory | 2 |
| Tier 4: intronic/intergenic | 40 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 38 |
| low_freq (0.01-0.05) | 4 |
| rare (<0.01) | 8 |
| unknown | 0 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 26 |
| intergenic_variant | 10 |
| missense_variant | 4 |
| regulatory_region_variant | 2 |
| synonymous_variant | 2 |
| 3_prime_UTR_variant | 2 |
| non_coding_transcript_exon_variant | 2 |
| stop_gained | 1 |
| splice_acceptor_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs1537373 | 9 | 22103342 | T>A,G | 0.462 | intron_variant | CDKN2B-AS1 | 3e-29 | Tier 4: intronic/intergenic |
| rs371331393 | 11 | 128969377 | G>A | 0.02 | stop_gained | ARHGAP32 | 9e-27 | Tier 1: coding |
| rs6841581 | 4 | 147480038 | G>A,C,T | 0.222 | regulatory_region_variant | PRMT5P1 - EDNRA | 3e-26 | Tier 3: regulatory |
| rs138525217 | 12 | 7375596 | C>T | 0.01 | splice_acceptor_variant | CD163L1 | 6e-23 | Tier 2: splice/UTR |
| rs1333040 | 9 | 22083405 | C>G,T | 0.44 | intron_variant | CDKN2B-AS1 | 2e-22 | Tier 4: intronic/intergenic |
| rs75822236 | 1 | 155235002 | C>T | 0.01 | missense_variant | GBA1 | 1e-19 | Tier 1: coding |
| rs79134766 | 9 | 124799444 | G>A,T | 0.37 | missense_variant | OLFML2A | 2e-19 | Tier 1: coding |
| rs55965782 | 4 | 147457290 | T>C | 0.13 | intergenic_variant | RPL31P26 - PRMT5P1 | 9e-18 | Tier 4: intronic/intergenic |
| rs11661542 | 18 | 22643732 | C>A | 0.471 | intron_variant | RBBP8-AS1 | 3e-17 | Tier 4: intronic/intergenic |
| rs112859779 | 8 | 66948134 | C>A,G,T | 0.33 | missense_variant | TCF24 | 3e-16 | Tier 1: coding |
| rs78458145 | 2 | 241934884 | G>A | 0.4 | intron_variant | LINC01237 | 3e-15 | Tier 4: intronic/intergenic |
| rs116969723 | 21 | 44456833 | G>A | 0.35 | synonymous_variant | LRRC3 | 4e-15 | Tier 4: intronic/intergenic |
| rs3742321 | 13 | 33129928 | T>C | 0.238 | missense_variant | STARD13 | 5e-15 | Tier 1: coding |
| rs7184525 | 16 | 75403288 | A>C,G,T | 0.453 | intron_variant | CFDP1 | 6e-15 | Tier 4: intronic/intergenic |
| rs118107419 | 12 | 7827798 | C>A | 0.39 | intron_variant | SLC2A14 | 1e-14 | Tier 4: intronic/intergenic |
| rs6997005 | 8 | 54541946 | G>A | 0.414 | intergenic_variant | RP1 | 1e-14 | Tier 4: intronic/intergenic |
| rs2280543 | 11 | 203788 | C>T | 0.101 | 3_prime_UTR_variant | BET1L | 1e-14 | Tier 2: splice/UTR |
| rs4977574 | 9 | 22098575 | A>G,T | 0.05 | intron_variant | CDKN2B-AS1 | 1e-14 | Tier 4: intronic/intergenic |
| rs79780963 | 10 | 103192742 | C>G,T | 0.254 | intron_variant | NT5C2 | 2e-14 | Tier 4: intronic/intergenic |
| rs62516550 | 8 | 54554468 | C>G,T | 0.335 | regulatory_region_variant | RP1 | 3e-14 | Tier 3: regulatory |
| rs6741819 | 2 | 7007842 | C>T | 0.37 | intron_variant | RNF144A | 4e-14 | Tier 4: intronic/intergenic |
| rs727333 | 21 | 40331020 | C>A | 0.38 | intron_variant | DSCAM | 4e-14 | Tier 4: intronic/intergenic |
| rs7137731 | 12 | 95097223 | T>C | 0.356 | intron_variant | FGD6 | 5e-14 | Tier 4: intronic/intergenic |
| rs59626274 | 2 | 239578555 | C>T | 0.36 | non_coding_transcript_exon_variant | LINC02991 | 6e-14 | Tier 4: intronic/intergenic |
| rs7866503 | 9 | 22091925 | G>A,C,T | 0.416 | intron_variant | CDKN2B-AS1 | 2e-13 | Tier 4: intronic/intergenic |
| rs74487487 | 5 | 117713533 | G>A,C,T | 0.001 | intergenic_variant | LINC00992 - LINC02147 | 2e-13 | Tier 4: intronic/intergenic |
| rs549990459 | 10 | 113986576 | C>T | 0 | intron_variant | NHLRC2 - ADRB1 | 2e-13 | Tier 4: intronic/intergenic |
| rs55800589 | 19 | 47487632 | G>A,C | 0.4 | intron_variant | NAPA-AS1 | 3e-13 | Tier 4: intronic/intergenic |
| rs573922818 | 2 | 85718806 | C>T | 0 | intergenic_variant | GNLY - RNU1-38P | 3e-13 | Tier 4: intronic/intergenic |
| rs61775135 | 1 | 13821912 | C>A,G,T | 0.41 | intron_variant | PRDM2 | 4e-13 | Tier 4: intronic/intergenic |
ClinVar germline variants
1 retrieved; paginated sample, class counts are floors:
1 benign/likely benign
| ClinVar | Variant (HGVS) | Gene | Classification | Review |
|---|---|---|---|---|
| 213286 | NM_001999.4(FBN2):c.2260G>A (p.Gly754Ser) | FBN2 | Benign/Likely benign | criteria provided, multiple submitters, no conflicts |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 2 · Orphanet: 45 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 1
Dual-evidence genes (GWAS + Mendelian — highest-confidence targets)
| Gene | HGNC | Evidence routes |
|---|---|---|
| FBN1 | FBN1 | GWAS, Orphanet |
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 |
|---|---|---|---|---|
| ANGPTL6 | Strong | Autosomal dominant | brain aneurysm | 2 |
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| ANGPTL6 | Orphanet:231160 | Familial cerebral saccular aneurysm |
| CNNM2 | Orphanet:620363 | Primary hypomagnesemia-generalized seizures-intellectual disability-obesity syndrome |
| SLC22A5 | Orphanet:158 | Systemic primary carnitine deficiency |
| CAMK2B | Orphanet:178469 | Autosomal dominant non-syndromic intellectual disability |
| CARD11 | Orphanet:300324 | Persistent polyclonal B-cell lymphocytosis |
| CARD11 | Orphanet:357237 | Combined immunodeficiency due to CARD11 deficiency |
| CARD11 | Orphanet:464336 | BENTA disease |
| CARD11 | Orphanet:619972 | CADINS disease |
| CDKN2A | Orphanet:1333 | Familial pancreatic carcinoma |
| CDKN2A | Orphanet:1501 | Adrenocortical carcinoma |
| CDKN2A | Orphanet:252206 | Melanoma and neural system tumor syndrome |
| CDKN2A | Orphanet:404560 | Familial atypical multiple mole melanoma syndrome |
| CDKN2A | Orphanet:524 | Li-Fraumeni syndrome |
| CDKN2A | Orphanet:585909 | B-lymphoblastic leukemia/lymphoma with t(9;22)(q34.1;q11.2) |
| CDKN2A | Orphanet:618 | Familial melanoma |
| CDKN2A | Orphanet:99861 | Precursor T-cell acute lymphoblastic leukemia |
| CDKN2B | Orphanet:618 | Familial melanoma |
| CDKN2B | Orphanet:652 | Multiple endocrine neoplasia type 1 |
| SOX17 | Orphanet:275777 | Heritable pulmonary arterial hypertension |
| SOX17 | Orphanet:289365 | Familial vesicoureteral reflux |
| RSPH9 | Orphanet:244 | Primary ciliary dyskinesia |
| EDNRA | Orphanet:443995 | Mandibulofacial dysostosis with alopecia |
| EDNRA | Orphanet:586 | Cystic fibrosis |
| FBN1 | Orphanet:1885 | Isolated ectopia lentis |
| FBN1 | Orphanet:2084 | Glaucoma-ectopia lentis-microspherophakia-stiff joints-short stature syndrome |
| FBN1 | Orphanet:2462 | Shprintzen-Goldberg syndrome |
| FBN1 | Orphanet:2623 | Geleophysic dysplasia |
| FBN1 | Orphanet:2833 | Stiff skin syndrome |
| FBN1 | Orphanet:284963 | Marfan syndrome type 1 |
| FBN1 | Orphanet:284979 | Neonatal Marfan syndrome |
| FBN1 | Orphanet:300382 | Progeroid and marfanoid aspect-lipodystrophy syndrome |
| FBN1 | Orphanet:3449 | Weill-Marchesani syndrome |
| FBN1 | Orphanet:91387 | Familial thoracic aortic aneurysm and aortic dissection |
| FBN1 | Orphanet:969 | Acromicric dysplasia |
| FBN2 | Orphanet:115 | Congenital contractural arachnodactyly |
| FHIT | Orphanet:422526 | Hereditary clear cell renal cell carcinoma |
| GATA3 | Orphanet:2237 | Hypoparathyroidism-sensorineural deafness-renal disease syndrome |
| GATA3 | Orphanet:585936 | B-lymphoblastic leukemia/lymphoma with hyperdiploidy |
| GBA1 | Orphanet:2072 | Gaucher disease-ophthalmoplegia-cardiovascular calcification syndrome |
| GBA1 | Orphanet:411602 | Hereditary late-onset Parkinson disease |
| GBA1 | Orphanet:77259 | Gaucher disease type 1 |
| GBA1 | Orphanet:77260 | Gaucher disease type 2 |
| GBA1 | Orphanet:77261 | Gaucher disease type 3 |
| GBA1 | Orphanet:85212 | Fetal Gaucher disease |
| HLCS | Orphanet:79242 | Holocarboxylase synthetase deficiency |
Cohort genes → proteins
75 cohort genes, 66 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 73 |
| multi_evidence | 2 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| ANGPTL6 | HGNC:23140 | ENSG00000130812 | Q8NI99 | Angiopoietin-related protein 6 | gencc |
| RGS6 | HGNC:10002 | ENSG00000182732 | P49758 | Regulator of G-protein signaling 6 | gwas |
| CNNM2 | HGNC:103 | ENSG00000148842 | Q9H8M5 | Metal transporter CNNM2 | gwas |
| SLC22A4 | HGNC:10968 | ENSG00000197208 | Q9H015 | Solute carrier family 22 member 4 | gwas |
| SLC22A5 | HGNC:10969 | ENSG00000197375 | O76082 | Organic cation/carnitine transporter 2 | gwas |
| SYN3 | HGNC:11496 | ENSG00000185666 | O14994 | Synapsin-3 | gwas |
| TMOD1 | HGNC:11871 | ENSG00000136842 | P28289 | Tropomodulin-1 | gwas |
| RBMS3 | HGNC:13427 | ENSG00000144642 | Q6XE24 | RNA-binding motif, single-stranded-interacting protein 3 | gwas |
| BOLL | HGNC:14273 | ENSG00000152430 | Q8N9W6 | Protein boule-like | gwas |
| PARD3B | HGNC:14446 | ENSG00000116117 | Q8TEW8 | Partitioning defective 3 homolog B | gwas |
| CAMK2B | HGNC:1461 | ENSG00000058404 | Q13554 | Calcium/calmodulin-dependent protein kinase type II subunit beta | gwas |
| DNAJA4 | HGNC:14885 | ENSG00000140403 | Q8WW22 | DnaJ homolog subfamily A member 4 | gwas |
| LRRC3 | HGNC:14965 | ENSG00000160233 | Q9BY71 | Leucine-rich repeat-containing protein 3 | gwas |
| SIRPG | HGNC:15757 | ENSG00000089012 | Q9P1W8 | Signal-regulatory protein gamma | gwas |
| CARD11 | HGNC:16393 | ENSG00000198286 | Q9BXL7 | Caspase recruitment domain-containing protein 11 | gwas |
| SCARF1 | HGNC:16820 | ENSG00000074660 | Q14162 | Scavenger receptor class F member 1 | gwas |
| CARHSP1 | HGNC:17150 | ENSG00000153048 | Q9Y2V2 | Calcium-regulated heat-stable protein 1 | gwas |
| ARHGAP32 | HGNC:17399 | ENSG00000134909 | A7KAX9 | Rho GTPase-activating protein 32 | gwas |
| MINK1 | HGNC:17565 | ENSG00000141503 | Q8N4C8 | Misshapen-like kinase 1 | gwas |
| CDKN2A | HGNC:1787 | ENSG00000147889 | P42771 | Cyclin-dependent kinase inhibitor 2A | gwas |
| CDKN2B | HGNC:1788 | ENSG00000147883 | P42772 | Cyclin-dependent kinase 4 inhibitor B | gwas |
| POLR1F | HGNC:18027 | ENSG00000105849 | Q3B726 | DNA-directed RNA polymerase I subunit RPA43 | gwas |
| SOX17 | HGNC:18122 | ENSG00000164736 | Q9H6I2 | Transcription factor SOX-17 | gwas |
| SOX7 | HGNC:18196 | ENSG00000171056 | Q9BT81 | Transcription factor SOX-7 | gwas |
| RBFOX1 | HGNC:18222 | ENSG00000078328 | Q9NWB1 | RNA binding protein fox-1 homolog 1 | gwas |
| SLC2A14 | HGNC:18301 | ENSG00000173262 | Q8TDB8 | Solute carrier family 2, facilitated glucose transporter member 14 | gwas |
| PDZD2 | HGNC:18486 | ENSG00000133401 | O15018 | PDZ domain-containing protein 2 | gwas |
| LINC03041 | HGNC:19054 | ENSG00000205549 | A6NGG3 | Putative uncharacterized protein encoded by LINC03041 | gwas |
| STARD13 | HGNC:19164 | ENSG00000133121 | Q9Y3M8 | StAR-related lipid transfer protein 13 | gwas |
| BET1L | HGNC:19348 | ENSG00000177951 | Q9NYM9 | BET1-like protein | gwas |
| RNF144A | HGNC:20457 | ENSG00000151692 | P50876 | E3 ubiquitin-protein ligase RNF144A | gwas |
| RSPH9 | HGNC:21057 | ENSG00000172426 | Q9H1X1 | Radial spoke head protein 9 homolog | gwas |
| LINGO2 | HGNC:21207 | ENSG00000174482 | Q7L985 | Leucine-rich repeat and immunoglobulin-like domain-containing nogo receptor-interacting protein 2 | gwas |
| FGD6 | HGNC:21740 | ENSG00000180263 | Q6ZV73 | FYVE, RhoGEF and PH domain-containing protein 6 | gwas |
| TMEM196 | HGNC:22431 | ENSG00000173452 | Q5HYL7 | Transmembrane protein 196 | gwas |
| CPNE4 | HGNC:2317 | ENSG00000196353 | Q96A23 | Copine-4 | gwas |
| LINC00474 | HGNC:23367 | ENSG00000204148 | Q9P2X8 | Putative uncharacterized protein encoded by LINC00474 | gwas |
| SLC35F3 | HGNC:23616 | ENSG00000183780 | Q8IY50 | Solute carrier family 35 member F3 | gwas |
| ANKRD44 | HGNC:25259 | ENSG00000065413 | Q8N8A2 | Serine/threonine-protein phosphatase 6 regulatory ankyrin repeat subunit B | gwas |
| SUSD1 | HGNC:25413 | ENSG00000106868 | Q6UWL2 | Sushi domain-containing protein 1 | gwas |
| CUL4A | HGNC:2554 | ENSG00000139842 | Q13619 | Cullin-4A | gwas |
| SLC47A1 | HGNC:25588 | ENSG00000142494 | Q96FL8 | Multidrug and toxin extrusion protein 1 | gwas |
| DRAM1 | HGNC:25645 | ENSG00000136048 | Q8N682 | DNA damage-regulated autophagy modulator protein 1 | gwas |
| SPCS3 | HGNC:26212 | ENSG00000129128 | P61009 | Signal peptidase complex subunit 3 | gwas |
| OLFML2A | HGNC:27270 | ENSG00000185585 | Q68BL7 | Olfactomedin-like protein 2A | gwas |
| XKR6 | HGNC:27806 | ENSG00000171044 | Q5GH73 | XK-related protein 6 | gwas |
| PLB1 | HGNC:30041 | ENSG00000163803 | Q6P1J6 | Phospholipase B1, membrane-associated | gwas |
| CD163L1 | HGNC:30375 | ENSG00000177675 | Q9NR16 | Scavenger receptor cysteine-rich type 1 protein M160 | gwas |
| DSCAM | HGNC:3039 | ENSG00000171587 | O60469 | Cell adhesion molecule DSCAM | gwas |
| DTNB | HGNC:3058 | ENSG00000138101 | O60941 | Dystrobrevin beta | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| ANGPTL6 | Angiopoietin-related protein 6 | May play a role in the wound healing process. |
| RGS6 | Regulator of G-protein signaling 6 | Regulates G protein-coupled receptor signaling cascades. |
| CNNM2 | Metal transporter CNNM2 | Divalent metal cation transporter. |
| SLC22A4 | Solute carrier family 22 member 4 | Transporter that mediates the transport of endogenous and microbial zwitterions and organic cations. |
| SLC22A5 | Organic cation/carnitine transporter 2 | Sodium-ion dependent, high affinity carnitine transporter. |
| SYN3 | Synapsin-3 | May be involved in the regulation of neurotransmitter release and synaptogenesis. |
| TMOD1 | Tropomodulin-1 | Blocks the elongation and depolymerization of the actin filaments at the pointed end. |
| RBMS3 | RNA-binding motif, single-stranded-interacting protein 3 | Binds poly(A) and poly(U) oligoribonucleotides. |
| BOLL | Protein boule-like | Probable RNA-binding protein, which may be required during spermatogenesis. |
| PARD3B | Partitioning defective 3 homolog B | Putative adapter protein involved in asymmetrical cell division and cell polarization processes. |
| 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… |
| SIRPG | Signal-regulatory protein gamma | Probable immunoglobulin-like cell surface receptor. |
| CARD11 | Caspase recruitment domain-containing protein 11 | Adapter protein that plays a key role in adaptive immune response by transducing the activation of NF-kappa-B downstream of T-cell receptor (TCR) and B-cell receptor (BCR) engagement. |
| SCARF1 | Scavenger receptor class F member 1 | Mediates the binding and degradation of acetylated low density lipoprotein (Ac-LDL). |
| CARHSP1 | Calcium-regulated heat-stable protein 1 | Binds mRNA and regulates the stability of target mRNA. |
| ARHGAP32 | Rho GTPase-activating protein 32 | GTPase-activating protein (GAP) promoting GTP hydrolysis on RHOA, CDC42 and RAC1 small GTPases. |
| MINK1 | Misshapen-like kinase 1 | Serine/threonine kinase which acts as a negative regulator of Ras-related Rap2-mediated signal transduction to control neuronal structure and AMPA receptor trafficking. |
| CDKN2A | Cyclin-dependent kinase inhibitor 2A | Acts as a negative regulator of the proliferation of normal cells by interacting strongly with CDK4 and CDK6. |
| CDKN2B | Cyclin-dependent kinase 4 inhibitor B | Interacts strongly with CDK4 and CDK6. |
| POLR1F | DNA-directed RNA polymerase I subunit RPA43 | Component of RNA polymerase I (Pol I), a DNA-dependent RNA polymerase which synthesizes ribosomal RNA precursors using the four ribonucleoside triphosphates as substrates. |
| SOX17 | Transcription factor SOX-17 | Acts as a transcription regulator that binds target promoter DNA. |
| SOX7 | Transcription factor SOX-7 | Binds to and activates the CDH5 promoter, hence plays a role in the transcriptional regulation of genes expressed in the hemogenic endothelium and blocks further differentiation into blood precursors. |
| RBFOX1 | RNA binding protein fox-1 homolog 1 | RNA-binding protein that regulates alternative splicing events by binding to 5’-UGCAUGU-3’ elements. |
| SLC2A14 | Solute carrier family 2, facilitated glucose transporter member 14 | Hexose transporter that can mediate the transport of glucose and dehydroascorbate across the cell membrane. |
| STARD13 | StAR-related lipid transfer protein 13 | GTPase-activating protein for RhoA, and perhaps for Cdc42. |
| BET1L | BET1-like protein | Vesicle SNARE required for targeting and fusion of retrograde transport vesicles with the Golgi complex. |
| RNF144A | E3 ubiquitin-protein ligase RNF144A | E3 ubiquitin-protein ligase which accepts ubiquitin from E2 ubiquitin-conjugating enzymes UBE2L3 and UBE2L6 in the form of a thioester and then directly transfers the ubiquitin to targeted substrates. |
| RSPH9 | Radial spoke head protein 9 homolog | Functions as part of axonemal radial spoke complexes that play an important part in the motility of sperm and cilia. |
| FGD6 | FYVE, RhoGEF and PH domain-containing protein 6 | May activate CDC42, a member of the Ras-like family of Rho- and Rac proteins, by exchanging bound GDP for free GTP. |
| TMEM196 | Transmembrane protein 196 | Acts as a tumor suppressor in lung cancer. |
| CPNE4 | Copine-4 | Probable calcium-dependent phospholipid-binding protein that may play a role in calcium-mediated intracellular processes. |
| SLC35F3 | Solute carrier family 35 member F3 | Mediates thiamine transport. |
| ANKRD44 | Serine/threonine-protein phosphatase 6 regulatory ankyrin repeat subunit B | Putative regulatory subunit of protein phosphatase 6 (PP6) that may be involved in the recognition of phosphoprotein substrates. |
| CUL4A | Cullin-4A | Core component of multiple cullin-RING-based E3 ubiquitin-protein ligase complexes which mediate the ubiquitination of target proteins. |
| SLC47A1 | Multidrug and toxin extrusion protein 1 | Multidrug efflux pump that functions as a H(+)/organic cation antiporter. |
| DRAM1 | DNA damage-regulated autophagy modulator protein 1 | Lysosomal modulator of autophagy that plays a central role in p53/TP53-mediated apoptosis. |
| SPCS3 | Signal peptidase complex subunit 3 | Essential component of the signal peptidase complex (SPC) which catalyzes the cleavage of N-terminal signal sequences from nascent proteins as they are translocated into the lumen of the endoplasmic reticulum. |
| PLB1 | Phospholipase B1, membrane-associated | Calcium-independent membrane-associated phospholipase that catalyzes complete diacylation of phospholipids by hydrolyzing both sn-1 and sn-2 fatty acyl chains attached to the glycerol backbone (phospholipase B activity). |
| DSCAM | Cell adhesion molecule DSCAM | Cell adhesion molecule that plays a role in neuronal self-avoidance. |
| DTNB | Dystrobrevin beta | Scaffolding protein that assembles DMD and SNTA1 molecules to the basal membrane of kidney cells and liver sinusoids. |
| CCDC80 | Coiled-coil domain-containing protein 80 | Promotes cell adhesion and matrix assembly. |
| EDNRA | Endothelin-1 receptor | Receptor for endothelin-1. |
| TCF24 | Transcription factor 24 | Putative transcription factor. |
| ESRRG | Estrogen-related receptor gamma | Orphan receptor that acts as a transcription activator in the absence of bound ligand. |
| FBN1 | Fibrillin-1 | Structural component of the 10-12 nm diameter microfibrils of the extracellular matrix, which conveys both structural and regulatory properties to load-bearing connective tissues. |
| FBN2 | Fibrillin-2 | Fibrillins are structural components of 10-12 nm extracellular calcium-binding microfibrils, which occur either in association with elastin or in elastin-free bundles. |
| FHIT | Bis(5’-adenosyl)-triphosphatase | Possesses dinucleoside triphosphate hydrolase activity. |
| FMO4 | Dimethylaniline monooxygenase [N-oxide-forming] 4 | This protein is involved in the oxidative metabolism of a variety of xenobiotics such as drugs and pesticides. |
| ALDH2 | Aldehyde dehydrogenase, mitochondrial | Required for clearance of cellular formaldehyde, a cytotoxic and carcinogenic metabolite that induces DNA damage. |
| GATA3 | Trans-acting T-cell-specific transcription factor GATA-3 | Transcriptional activator which binds to the enhancer of the T-cell receptor alpha and delta genes. |
Protein-family classification
Druggable: 16 · Difficult: 14 · Unknown: 45 · Druggable fraction: 0.21
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 |
|---|---|---|---|
| Nuclear receptor | 2 | 10.3× | 0.162 |
| Transporter | 3 | 3.1× | 0.361 |
| Scaffold/PPI | 7 | 1.6× | 0.474 |
| Other/Unknown | 45 | 1.1× | 0.676 |
| Antibody/Immunoglobulin | 3 | 1.2× | 0.953 |
| Phosphatase | 1 | 1.1× | 0.960 |
| Transcription factor | 7 | 0.8× | 0.960 |
| Kinase | 2 | 0.7× | 0.960 |
| Enzyme (other) | 4 | 0.6× | 0.960 |
| GPCR | 1 | 0.3× | 0.960 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| ANGPTL6 | Other/Unknown | no | Fibrinogen_a/b/g_C_dom, Fibrinogen_a/b/g_C_1, Fibrinogen_CS | |
| RGS6 | Other/Unknown | no | DEP_dom, G-protein_gamma-like_dom, RGS | |
| CNNM2 | Other/Unknown | no | CBS_dom, CNNM, RmlC-like_jellyroll | |
| SLC22A4 | Transporter | yes | Orgcat_transp/SVOP, MFS_sugar_transport-like, Sugar_transporter_CS | |
| SLC22A5 | Transporter | yes | Orgcat_transp/SVOP, MFS_sugar_transport-like, Sugar_transporter_CS | |
| SYN3 | Other/Unknown | no | Synapsin, ATP_grasp_subdomain_1, PreATP-grasp_dom_sf | |
| TMOD1 | Other/Unknown | no | TMOD, LRR_dom_sf | |
| RBMS3 | Other/Unknown | no | RRM_dom, Hud_Sxl_RNA, Nucleotide-bd_a/b_plait_sf | |
| BOLL | Other/Unknown | no | RRM_dom, Nucleotide-bd_a/b_plait_sf, RBD_domain_sf | |
| PARD3B | Scaffold/PPI | no | PDZ, Par3/HAL_N, PDZ_sf | |
| CAMK2B | Kinase | yes | 2.7.11.17 | Prot_kinase_dom, Ser/Thr_kinase_AS, Kinase-like_dom_sf |
| DNAJA4 | Other/Unknown | no | HSP_DnaJ_Cys-rich_dom, DnaJ_domain, DnaJ_C | |
| LRRC3 | Other/Unknown | no | LRRNT, Leu-rich_rpt, Leu-rich_rpt_typical-subtyp | |
| SIRPG | Antibody/Immunoglobulin | yes | Ig_C1-set, Ig_sub, Ig-like_dom | |
| CARD11 | Scaffold/PPI | no | CARD, DEATH-like_dom_sf, P-loop_NTPase | |
| SCARF1 | Other/Unknown | no | EGF, LE_dom, Growth_fac_rcpt_cys_sf | |
| CARHSP1 | Other/Unknown | no | CSP_DNA-bd, CSD, NA-bd_OB-fold | |
| ARHGAP32 | Scaffold/PPI | no | RhoGAP_dom, SH3_domain, Rho_GTPase_activation_prot | |
| MINK1 | Kinase | yes | Prot_kinase_dom, CNH_dom, Ser/Thr_kinase_AS | |
| CDKN2A | Scaffold/PPI | no | Ankyrin_rpt-contain_sf, Ank_Repeat/CDKN_Inhibitor, Tumor_suppres_ARF | |
| CDKN2B | Scaffold/PPI | no | Ankyrin_rpt, Ankyrin_rpt-contain_sf, Ank_Repeat/CDKN_Inhibitor | |
| POLR1F | Other/Unknown | no | Rpb7-like_N, RNA_pol_Rpb7-like_N_sf, RPA43_OB | |
| SOX17 | Transcription factor | no | HMG_box_dom, Sox_C, Sox7/17/18_central | |
| SOX7 | Transcription factor | no | HMG_box_dom, Sox_C, Sox7/17/18_central | |
| RBFOX1 | Other/Unknown | no | RRM_dom, Nucleotide-bd_a/b_plait_sf, RBFOX1-3 | |
| SLC2A14 | Transporter | yes | Glc_transpt_3, Sugar/inositol_transpt, MFS_sugar_transport-like | |
| PDZD2 | Scaffold/PPI | no | PDZ, PDZ_sf | |
| LINC03041 | Other/Unknown | no | DUF5540 | |
| STARD13 | Other/Unknown | no | RhoGAP_dom, SAM, START_lipid-bd_dom | |
| BET1L | Other/Unknown | no | T_SNARE_dom, BET1_SNARE | |
| RNF144A | Transcription factor | no | 2.3.2.31 | Znf_RING, IBR_dom, Znf_RING/FYVE/PHD |
| RSPH9 | Other/Unknown | no | RSP9 | |
| LINGO2 | Antibody/Immunoglobulin | yes | LRRNT, Leu-rich_rpt, Leu-rich_rpt_typical-subtyp | |
| FGD6 | Transcription factor | no | DH_dom, Znf_FYVE, PH_domain | |
| TMEM196 | Other/Unknown | no | TMEM196 | |
| CPNE4 | Other/Unknown | no | C2_dom, VWF_A, Copine_C | |
| LINC00474 | Other/Unknown | no | ||
| SLC35F3 | Other/Unknown | no | EamA_dom, Solute_c_fam_35_mem_F3/F4, EmrE-like | |
| ANKRD44 | Scaffold/PPI | no | Ankyrin_rpt, Ankyrin_rpt-contain_sf | |
| SUSD1 | Phosphatase | yes | EGF-type_Asp/Asn_hydroxyl_site, Sushi_SCR_CCP_dom, EGF | |
| CUL4A | Other/Unknown | no | Cullin_N, Cullin_CS, Cullin_homology | |
| SLC47A1 | Other/Unknown | no | MATE_fam, MATE_euk | |
| DRAM1 | Other/Unknown | no | CWH43_N, DRAM/TMEM150_Autophagy_Mod | |
| SPCS3 | Other/Unknown | no | SPC3 | |
| OLFML2A | Other/Unknown | no | Olfac-like_dom, Olfactomedin-like_domain | |
| XKR6 | Other/Unknown | no | XK-rel, XK-related_scramblase | |
| PLB1 | Other/Unknown | no | GDSL, Lipase_GDSL_AS, Phospholipase_B | |
| CD163L1 | Other/Unknown | no | SRCR, SRCR-like_dom_sf | |
| DSCAM | Antibody/Immunoglobulin | yes | Ig_sub2, Ig_sub, FN3_dom | |
| DTNB | Transcription factor | no | Znf_ZZ, EF-hand-dom_pair, EF-hand_dom_typ1 |
Expression context
Cohort genes with no expression data: 0.
62 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) | 1 |
| broad (>20) | 74 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| male germ line stem cell (sensu Vertebrata) in testis | 13 |
| cortical plate | 6 |
| primordial germ cell in gonad | 5 |
| middle temporal gyrus | 5 |
| right lobe of liver | 4 |
| sural nerve | 4 |
| secondary oocyte | 4 |
| islet of Langerhans | 4 |
| left testis | 4 |
| right testis | 4 |
| cerebellar hemisphere | 4 |
| buccal mucosa cell | 4 |
| lower esophagus mucosa | 4 |
| endothelial cell | 4 |
| placenta | 4 |
| bone marrow cell | 4 |
| monocyte | 4 |
| right adrenal gland | 3 |
| bronchial epithelial cell | 3 |
| trigeminal ganglion | 3 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| ANGPTL6 | 153 | tissue_specific | yes | right lobe of liver, primordial germ cell in gonad, male germ line stem cell (sensu Vertebrata) in testis |
| RGS6 | 185 | broad | marker | cortical plate, sural nerve, middle temporal gyrus |
| CNNM2 | 234 | ubiquitous | marker | secondary oocyte, oocyte, right adrenal gland |
| SLC22A4 | 201 | ubiquitous | marker | bronchial epithelial cell, epithelium of bronchus, bronchus |
| SLC22A5 | 235 | ubiquitous | marker | gastrocnemius, mucosa of transverse colon, muscle of leg |
| SYN3 | 176 | broad | marker | primordial germ cell in gonad, cortical plate, primary visual cortex |
| TMOD1 | 265 | broad | marker | type B pancreatic cell, hindlimb stylopod muscle, islet of Langerhans |
| RBMS3 | 268 | ubiquitous | marker | trigeminal ganglion, pericardium, calcaneal tendon |
| BOLL | 75 | tissue_specific | yes | left testis, adult organism, right testis |
| PARD3B | 200 | ubiquitous | marker | sural nerve, cardiac muscle of right atrium, ventricular zone |
| CAMK2B | 233 | broad | marker | cerebellar cortex, cerebellar hemisphere, right hemisphere of cerebellum |
| DNAJA4 | 265 | ubiquitous | marker | bronchial epithelial cell, right testis, left testis |
| LRRC3 | 147 | ubiquitous | yes | right lobe of liver, cortical plate, liver |
| SIRPG | 149 | broad | marker | male germ line stem cell (sensu Vertebrata) in testis, buccal mucosa cell, lymph node |
| CARD11 | 188 | broad | marker | granulocyte, lymph node, spleen |
| SCARF1 | 132 | broad | marker | spleen, right lobe of thyroid gland, left lobe of thyroid gland |
| CARHSP1 | 282 | ubiquitous | marker | right testis, left testis, ganglionic eminence |
| ARHGAP32 | 275 | ubiquitous | marker | middle temporal gyrus, secondary oocyte, postcentral gyrus |
| MINK1 | 292 | ubiquitous | marker | CA1 field of hippocampus, lower esophagus mucosa, skin of leg |
| CDKN2A | 220 | ubiquitous | marker | parotid gland, cervix squamous epithelium, pituitary gland |
| CDKN2B | 219 | ubiquitous | marker | jejunal mucosa, colonic mucosa, lower esophagus mucosa |
| POLR1F | 263 | ubiquitous | marker | decidua, calcaneal tendon, male germ line stem cell (sensu Vertebrata) in testis |
| SOX17 | 190 | broad | marker | endothelial cell, omental fat pad, peritoneum |
| SOX7 | 131 | broad | marker | lower esophagus mucosa, placenta, vagina |
| RBFOX1 | 220 | broad | marker | middle temporal gyrus, Brodmann (1909) area 23, cortical plate |
| SLC2A14 | 130 | tissue_specific | marker | left testis, right testis, testis |
| PDZD2 | 281 | broad | marker | trigeminal ganglion, dorsal root ganglion, upper leg skin |
| LINC03041 | 102 | yes | male germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad, ganglionic eminence | |
| STARD13 | 256 | ubiquitous | marker | sural nerve, tibial nerve, adrenal tissue |
| BET1L | 241 | ubiquitous | marker | body of pancreas, adenohypophysis, pituitary gland |
Protein interactions among cohort
Intra-cohort edges: 17.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| CDKN2A | 9,311 |
| GATA3 | 5,990 |
| CUL4A | 4,581 |
| ALDH2 | 4,554 |
| FBN1 | 3,640 |
| CARD11 | 3,587 |
| CDKN2B | 3,431 |
| DNAJA4 | 3,161 |
| RBFOX1 | 2,990 |
| DSCAM | 2,848 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| ANGPT4 | EDNRA | string_interaction |
| ANKRD44 | BOLL | string_interaction |
| ANKRD44 | FGD6 | string_interaction |
| ARHGAP32 | TCF24 | string_interaction |
| BET1L | SLC35F3 | biogrid_interaction, intact |
| CDKN2A | CDKN2B | biogrid_interaction |
| CDKN2A | FHIT | string_interaction |
| CDKN2A | TMOD1 | intact |
| CNNM2 | FBN2 | string_interaction |
| CNNM2 | STARD13 | string_interaction |
| FBN1 | FBN2 | intact, string_interaction |
| FGD6 | GBA1 | biogrid_interaction |
| OLFML2A | TCF24 | string_interaction |
| RNF144A | TCF24 | string_interaction |
| SLC22A4 | SLC22A5 | intact |
| SLC22A4 | SLC47A1 | string_interaction |
| SLC22A5 | SLC47A1 | string_interaction |
Structural data
PDB: 32 · AlphaFold-only: 34 · No structure: 9
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| GBA1 | P04062 | 58 |
| ESRRG | P62508 | 43 |
| ALDH2 | P05091 | 29 |
| CUL4A | Q13619 | 11 |
| FBN1 | P35555 | 11 |
| FHIT | P49789 | 9 |
| CNNM2 | Q9H8M5 | 7 |
| TMOD1 | P28289 | 6 |
| POLR1F | Q3B726 | 6 |
| CDKN2A | P42771 | 5 |
| EDNRA | P25101 | 5 |
| CAMK2B | Q13554 | 4 |
| RBFOX1 | Q9NWB1 | 4 |
| SLC47A1 | Q96FL8 | 4 |
| SLC22A5 | O76082 | 3 |
| STARD13 | Q9Y3M8 | 3 |
| GATA3 | P23771 | 3 |
| SIRPG | Q9P1W8 | 2 |
| CARD11 | Q9BXL7 | 2 |
| SCARF1 | Q14162 | 2 |
| SOX17 | Q9H6I2 | 2 |
| RNF144A | P50876 | 2 |
| SPCS3 | P61009 | 2 |
| ANGPTL6 | Q8NI99 | 1 |
| RGS6 | P49758 | 1 |
| SYN3 | O14994 | 1 |
| CARHSP1 | Q9Y2V2 | 1 |
| ARHGAP32 | A7KAX9 | 1 |
| RSPH9 | Q9H1X1 | 1 |
| FGD6 | Q6ZV73 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| DRAM1 | Q8N682 | 94.73 |
| FMO4 | P31512 | 91.52 |
| ANKRD44 | Q8N8A2 | 90.57 |
| CDKN2B | P42772 | 90.12 |
| BET1L | Q9NYM9 | 89.02 |
| SLC2A14 | Q8TDB8 | 87.74 |
| CPNE4 | Q96A23 | 87.42 |
| SLC22A4 | Q9H015 | 85.07 |
| LINGO2 | Q7L985 | 85.02 |
| DNAJA4 | Q8WW22 | 84.76 |
| LRRC3 | Q9BY71 | 83.43 |
| ANGPT4 | Q9Y264 | 83.33 |
| PLB1 | Q6P1J6 | 82.18 |
| TMEM114 | B3SHH9 | 81.80 |
| SUSD1 | Q6UWL2 | 78.21 |
| TMEM196 | Q5HYL7 | 77.62 |
| HLCS | P50747 | 77.33 |
| DTNB | O60941 | 76.29 |
| SLC35F3 | Q8IY50 | 75.68 |
| OLFML2A | Q68BL7 | 68.33 |
| TCF24 | Q7RTU0 | 68.14 |
| NR2C1 | P13056 | 65.48 |
| XKR6 | Q5GH73 | 64.85 |
| MINK1 | Q8N4C8 | 64.32 |
| BOLL | Q8N9W6 | 64.18 |
| RBMS3 | Q6XE24 | 63.30 |
| CCDC80 | Q76M96 | 62.51 |
| SOX7 | Q9BT81 | 61.38 |
| LINC00474 | Q9P2X8 | 58.07 |
| PARD3B | Q8TEW8 | 55.56 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 361. Enrichment computed across 85 evidence-associated genes (45 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 45 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| SLC-mediated transport of organic cations | 3 | 50.8× | 0.009 | SLC22A4, SLC22A5, SLC47A1 |
| Evasion of Oncogene Induced Senescence Due to p14ARF Defects | 1 | 253.8× | 0.189 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to p14ARF Defects | 1 | 253.8× | 0.189 | CDKN2A |
| Metabolism of serotonin | 1 | 126.9× | 0.189 | ALDH2 |
| Defective SLC22A5 causes systemic primary carnitine deficiency (CDSP) | 1 | 126.9× | 0.189 | SLC22A5 |
| Evasion of Oncogene Induced Senescence Due to Defective p16INK4A binding to CDK4 | 1 | 126.9× | 0.189 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to Defective p16INK4A binding to CDK4 | 1 | 126.9× | 0.189 | CDKN2A |
| Defective Intrinsic Pathway for Apoptosis Due to p14ARF Loss of Function | 1 | 126.9× | 0.189 | CDKN2A |
| R-HSA-549132 | 2 | 33.8× | 0.189 | SLC22A4, SLC22A5 |
| G1 Phase | 2 | 17.5× | 0.189 | CDKN2A, CDKN2B |
| Elastic fibre formation | 2 | 14.9× | 0.189 | FBN1, FBN2 |
| Oncogene Induced Senescence | 2 | 14.9× | 0.189 | CDKN2A, CDKN2B |
| Regulation of CDH1 posttranslational processing and trafficking to plasma membrane | 2 | 14.9× | 0.189 | ARHGAP32, SPCS3 |
| R-HSA-425366 | 3 | 12.1× | 0.189 | SLC22A4, SLC22A5, SLC47A1 |
| Cellular Senescence | 3 | 9.2× | 0.189 | MINK1, CDKN2A, CDKN2B |
| Diseases of Cellular Senescence | 1 | 84.6× | 0.193 | CDKN2A |
| Evasion of Oncogene Induced Senescence Due to p16INK4A Defects | 1 | 84.6× | 0.193 | CDKN2A |
| Evasion of Oncogene Induced Senescence Due to Defective p16INK4A binding to CDK4 and CDK6 | 1 | 84.6× | 0.193 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to p16INK4A Defects | 1 | 84.6× | 0.193 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to Defective p16INK4A binding to CDK4 and CDK6 | 1 | 84.6× | 0.193 | CDKN2A |
| Diseases of cellular response to stress | 1 | 84.6× | 0.193 | CDKN2A |
| Molecules associated with elastic fibres | 2 | 13.7× | 0.193 | FBN1, FBN2 |
| Abacavir metabolism | 1 | 63.4× | 0.205 | NT5C2 |
| Serotonin clearance from the synaptic cleft | 1 | 63.4× | 0.205 | ALDH2 |
| Deactivation of the beta-catenin transactivating complex | 2 | 10.4× | 0.205 | SOX17, SOX7 |
| Cyclin D associated events in G1 | 2 | 10.4× | 0.205 | CDKN2A, CDKN2B |
| Regulation of RUNX3 expression and activity | 2 | 10.4× | 0.205 | CDKN2A, PSMA4 |
| Oxidative Stress Induced Senescence | 3 | 6.0× | 0.205 | MINK1, CDKN2A, CDKN2B |
| Defects in biotin (Btn) metabolism | 1 | 50.8× | 0.214 | HLCS |
| DSCAM interactions | 1 | 50.8× | 0.214 | DSCAM |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 67 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| thymic T cell selection | 2 | 167.7× | 0.016 | CARD11, GATA3 |
| carnitine transport | 2 | 125.8× | 0.016 | SLC22A4, SLC22A5 |
| obsolete sequestering of TGFbeta in extracellular matrix | 2 | 125.8× | 0.016 | FBN1, FBN2 |
| quaternary ammonium group transport | 2 | 100.6× | 0.016 | SLC22A4, SLC22A5 |
| negative regulation of mammary gland epithelial cell proliferation | 2 | 100.6× | 0.016 | CDKN2A, GATA3 |
| camera-type eye photoreceptor cell differentiation | 2 | 100.6× | 0.016 | DSCAM, PROM1 |
| lymphocyte migration | 2 | 71.9× | 0.029 | GATA3, GBA1 |
| endothelin receptor signaling pathway | 2 | 50.3× | 0.054 | EDNRA, BCAR1 |
| embryonic eye morphogenesis | 2 | 45.7× | 0.057 | FBN1, FBN2 |
| endoderm formation | 2 | 41.9× | 0.057 | SOX17, SOX7 |
| podocyte differentiation | 2 | 41.9× | 0.057 | EDNRA, PROM1 |
| sulfur amino acid transport | 1 | 251.5× | 0.071 | SLC22A4 |
| type IV hypersensitivity | 1 | 251.5× | 0.071 | GATA3 |
| cardiogenic plate morphogenesis | 1 | 251.5× | 0.071 | SOX17 |
| obsolete GMP catabolic process to guanine | 1 | 251.5× | 0.071 | NT5C2 |
| diadenosine triphosphate catabolic process | 1 | 251.5× | 0.071 | FHIT |
| nitroglycerin metabolic process | 1 | 251.5× | 0.071 | ALDH2 |
| regulation of dopamine biosynthetic process | 1 | 251.5× | 0.071 | ALDH2 |
| positive regulation of neuronal action potential | 1 | 251.5× | 0.071 | GBA1 |
| regulation of serotonin biosynthetic process | 1 | 251.5× | 0.071 | ALDH2 |
| regulation of protein localization to cell leading edge | 1 | 251.5× | 0.071 | EDNRA |
| regulation of cardiac cell fate specification | 1 | 251.5× | 0.071 | SOX17 |
| obsolete negative regulation of cell proliferation involved in mesonephros development | 1 | 251.5× | 0.071 | GATA3 |
| regulation of cellular response to X-ray | 1 | 251.5× | 0.071 | GATA3 |
| obsolete negative regulation of fibroblast growth factor receptor signaling pathway involved in ureteric bud formation | 1 | 251.5× | 0.071 | GATA3 |
| obsolete negative regulation of glial cell-derived neurotrophic factor receptor signaling pathway involved in ureteric bud formation | 1 | 251.5× | 0.071 | GATA3 |
| neuron remodeling | 2 | 35.9× | 0.071 | SCARF1, EDNRA |
| xenobiotic detoxification by transmembrane export across the plasma membrane | 2 | 33.5× | 0.071 | SLC22A5, SLC47A1 |
| regulation of synaptic transmission, GABAergic | 2 | 31.4× | 0.071 | SYN3, PLCL1 |
| amino acid import across plasma membrane | 2 | 31.4× | 0.071 | SLC22A4, SLC47A1 |
Therapeutics
Drugs indicated for this disease
0 approved, 6 in late-stage (phase 3) trials. Disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Development status |
|---|---|
| Aspirin | Phase 3 (in late-stage trials) |
| Clopidogrel | Phase 3 (in late-stage trials) |
| Esmolol | Phase 3 (in late-stage trials) |
| Propofol | Phase 3 (in late-stage trials) |
| Sevoflurane | Phase 3 (in late-stage trials) |
| Ticagrelor | Phase 3 (in late-stage trials) |
Earlier-phase candidates (phase 2, investigational — efficacy not yet established): Atorvastatin, Sirolimus.
Drug target analysis
Approved (phase 4): 7 · Phase ≥3: 8 · Phased (≥1): 8 · Undrugged: 67
Druggability breadth: 26 of 85 evidence-associated genes (31%) 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 |
| MINK1 | FEDRATINIB |
| SLC47A1 | TELMISARTAN |
| EDNRA | AMBRISENTAN |
| ESRRG | DIETHYLSTILBESTROL |
| ALDH2 | DISULFIRAM |
| GBA1 | MIGALASTAT |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| MINK1 | 47 | 4 |
| SLC47A1 | 47 | 4 |
| EDNRA | 31 | 4 |
| CAMK2B | 25 | 4 |
| GBA1 | 12 | 4 |
| ALDH2 | 3 | 4 |
| ESRRG | 2 | 4 |
| FHIT | 1 | 3 |
| ANGPTL6 | 0 | 0 |
| RGS6 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| FEDRATINIB | 4 | CAMK2B, MINK1 |
| SORAFENIB | 4 | CAMK2B, MINK1 |
| RUXOLITINIB | 4 | CAMK2B |
| PALBOCICLIB | 4 | CAMK2B |
| ABEMACICLIB | 4 | CAMK2B |
| SUNITINIB | 4 | CAMK2B, EDNRA, MINK1 |
| MIDOSTAURIN | 4 | CAMK2B, MINK1 |
| AXITINIB | 4 | MINK1 |
| NERATINIB | 4 | MINK1 |
| VANDETANIB | 4 | MINK1 |
| BOSUTINIB | 4 | MINK1 |
| NINTEDANIB | 4 | MINK1 |
| DASATINIB | 4 | MINK1 |
| ERLOTINIB | 4 | MINK1 |
| QUIZARTINIB | 4 | MINK1 |
| CRIZOTINIB | 4 | MINK1 |
| GEFITINIB | 4 | MINK1 |
| TELMISARTAN | 4 | SLC47A1 |
| IMIPRAMINE | 4 | SLC47A1 |
| EPINASTINE | 4 | SLC47A1 |
| VECURONIUM BROMIDE | 4 | SLC47A1 |
| SUMATRIPTAN | 4 | SLC47A1 |
| QUINIDINE | 4 | SLC47A1 |
| CLONIDINE | 4 | SLC47A1 |
| SPIRONOLACTONE | 4 | SLC47A1 |
| PANTOPRAZOLE | 4 | SLC47A1 |
| RITONAVIR | 4 | SLC47A1 |
| DIHYDROERGOTAMINE | 4 | SLC47A1 |
| RANITIDINE | 4 | SLC47A1 |
| PRAZOSIN | 4 | SLC47A1 |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 6.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| GBA1 | 436 | Binding:403, Functional:33 |
| EDNRA | 418 | Binding:342, Functional:73, Toxicity:2, ADMET:1 |
| MINK1 | 338 | Binding:335, Toxicity:2, Functional:1 |
| CAMK2B | 314 | Binding:313, Functional:1 |
| ESRRG | 135 | Binding:121, Functional:13, ADMET:1 |
| CUL4A | 107 | Binding:106, ADMET:1 |
| SLC22A5 | 97 | Functional:79, ADMET:18 |
| NR2C1 | 74 | Binding:74 |
| ALDH2 | 71 | Binding:66, Functional:5 |
| SLC22A4 | 29 | Functional:26, ADMET:3 |
| SLC47A1 | 21 | Binding:16, ADMET:4, Toxicity:1 |
| FHIT | 21 | Binding:19, ADMET:2 |
| HLCS | 8 | Binding:8 |
| CDKN2A | 2 | Binding:2 |
| CARHSP1 | 1 | Binding:1 |
| SOX17 | 1 | Binding:1 |
| SLC2A14 | 1 | ADMET:1 |
| CPNE4 | 1 | Binding:1 |
| ANKRD44 | 1 | Binding:1 |
| SPCS3 | 1 | Binding:1 |
| FMO4 | 1 | ADMET:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| CAMK2B | 2.7.11.17 | Ca2+/calmodulin-dependent protein kinase |
| RNF144A | 2.3.2.31 | RBR-type E3 ubiquitin transferase |
| FHIT | 3.6.1.29 | bis(5’-adenosyl)-triphosphatase |
| FMO4 | 1.14.13.8 | flavin-containing monooxygenase |
| ALDH2 | 1.2.1.3 | aldehyde dehydrogenase (NAD+) |
| GBA1 | 3.2.1.45 | glucosylceramidase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| CAMK2B | 314 |
| MINK1 | 338 |
| CUL4A | 107 |
| EDNRA | 418 |
| ESRRG | 135 |
| GBA1 | 436 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 68; 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, MINK1 |
| SORAFENIB | 4 | CAMK2B, MINK1 |
| RUXOLITINIB | 4 | CAMK2B |
| PALBOCICLIB | 4 | CAMK2B |
| ABEMACICLIB | 4 | CAMK2B |
| SUNITINIB | 4 | CAMK2B, EDNRA, MINK1 |
| MIDOSTAURIN | 4 | CAMK2B, MINK1 |
| AXITINIB | 4 | MINK1 |
| NERATINIB | 4 | MINK1 |
| VANDETANIB | 4 | MINK1 |
| BOSUTINIB | 4 | MINK1 |
| NINTEDANIB | 4 | MINK1 |
| DASATINIB | 4 | MINK1 |
| ERLOTINIB | 4 | MINK1 |
| QUIZARTINIB | 4 | MINK1 |
| CRIZOTINIB | 4 | MINK1 |
| GEFITINIB | 4 | MINK1 |
| TELMISARTAN | 4 | SLC47A1 |
| IMIPRAMINE | 4 | SLC47A1 |
| EPINASTINE | 4 | SLC47A1 |
| VECURONIUM BROMIDE | 4 | SLC47A1 |
| SUMATRIPTAN | 4 | SLC47A1 |
| QUINIDINE | 4 | SLC47A1 |
| CLONIDINE | 4 | SLC47A1 |
| SPIRONOLACTONE | 4 | SLC47A1 |
| PANTOPRAZOLE | 4 | SLC47A1 |
| RITONAVIR | 4 | SLC47A1 |
| DIHYDROERGOTAMINE | 4 | SLC47A1 |
| RANITIDINE | 4 | SLC47A1 |
| PRAZOSIN | 4 | SLC47A1 |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 7 | CAMK2B, MINK1, SLC47A1, EDNRA, ESRRG, ALDH2, GBA1 |
| B | Phased (≥1) drug, not yet approved | 1 | FHIT |
| C | Druggable family + PDB, no drug | 3 | SLC22A5, SIRPG, DSCAM |
| D | Druggable family + AlphaFold only, no drug | 6 | SLC22A4, SLC2A14, LINGO2, SUSD1, FMO4, NR2C1 |
| E | Difficult family or no structure, no drug | 58 | ANGPTL6, RGS6, CNNM2, SYN3, TMOD1, RBMS3, BOLL, PARD3B, DNAJA4, LRRC3 (+48 more) |
Undrugged target profiles
67 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| SLC22A4 | 29 | SLC47A1 |
| SLC22A5 | 97 | SLC47A1 |
| CUL4A | 107 | — |
| ANGPTL6 | 0 | — |
| RGS6 | 0 | — |
| CNNM2 | 0 | — |
| SYN3 | 0 | — |
| TMOD1 | 0 | — |
| RBMS3 | 0 | — |
| BOLL | 0 | — |
| PARD3B | 0 | — |
| DNAJA4 | 0 | — |
| LRRC3 | 0 | — |
| SIRPG | 0 | — |
| CARD11 | 0 | — |
| SCARF1 | 0 | — |
| CARHSP1 | 1 | — |
| ARHGAP32 | 0 | — |
| CDKN2A | 2 | — |
| CDKN2B | 0 | — |
| POLR1F | 0 | — |
| SOX17 | 1 | — |
| SOX7 | 0 | — |
| RBFOX1 | 0 | — |
| SLC2A14 | 1 | — |
| PDZD2 | 0 | — |
| LINC03041 | 0 | — |
| STARD13 | 0 | — |
| BET1L | 0 | — |
| RNF144A | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 27.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 24 |
| PHASE4 | 2 |
| PHASE1 | 1 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT01444664 | PHASE4 | COMPLETED | Aneurysm Wall Histology Registry |
| NCT02037932 | PHASE4 | WITHDRAWN | Hydrogel Balloon Assisted Intracranial Aneurysm Coiling Registry |
| NCT00783523 | PHASE1 | COMPLETED | Influence of MMP on Brain AVM Hemorrhage |
| NCT03936647 | Not specified | RECRUITING | The RISE Trial: A Randomized Trial on Intra-Saccular Endobridge Devices |
| NCT06456814 | Not specified | RECRUITING | Epidemiological Insights Into the Formation, Progression, and Rupture of Intracranial Aneurysms: A Retrospective, Multi-Center Hospital-Based Study in China |
| NCT06541275 | Not specified | ENROLLING_BY_INVITATION | Reduction in Volume and Prolonged Shrinkage of Brain Aneurysms After Combined Endovascular Interventions |
| NCT06689410 | Not specified | RECRUITING | Multimodal Biocollection Linked to the French Register of Intracranial Aneurysms |
| NCT06761365 | Not specified | RECRUITING | LUMENS-1 EU EFS CIP |
| NCT06798740 | Not specified | RECRUITING | Post Market Registry Study of Intracranial Aneurysms Treated With Sugita Clipping Devices |
| NCT07143019 | Not specified | RECRUITING | The Use of p48/64 MW HPC Flow Modulation Device in the Treatment of Wide-necked Intracranial Aneurysms |
| NCT07175519 | Not specified | RECRUITING | Safety and Efficacy of Aneurysms Treated With Endovascular Devices |
| NCT07259018 | Not specified | NOT_YET_RECRUITING | LUMENS-1 Canada Early Feasibility Study Clinical Investigation Plan |
| NCT00537134 | Not specified | TERMINATED | Trial on Endovascular Aneurysm Management |
| NCT01557036 | Not specified | TERMINATED | Aneurysm Study of Pipeline in an Observational Registry |
| NCT01558102 | Not specified | COMPLETED | International Retrospective Study of Pipeline Embolization Device |
| NCT01716117 | Not specified | COMPLETED | Safety and Effectiveness of an Intracranial Aneurysm Embolization System for Treating Large or Giant Wide Neck Aneurysms |
| NCT01975233 | Not specified | COMPLETED | WEB French Observatory of the WEB Aneurysm Embolization System |
| NCT02345395 | Not specified | UNKNOWN | Safety Study of Minimally Invasive Approaches to Unruptured Anterior Circulation Aneurysms |
| NCT02381522 | Not specified | COMPLETED | Remote Ischemic Pre-conditioning in Subarachnoid Hemorrhage |
| NCT02435823 | Not specified | COMPLETED | Safety Study of the PulseRider® in Patients Undergoing Treatment for Bifurcation Intracranial Aneurysms |
| NCT02687607 | Not specified | COMPLETED | CLARYS: CLinical Assessment of WEB® Device in Ruptured aneurYSms |
| NCT03844334 | Not specified | COMPLETED | CLinical EValuation of WEB 0.017 Device in Intracranial AneuRysms |
| NCT03852680 | Not specified | UNKNOWN | Current Treatment Modalities for Wide Necked Intracranial Aneurysms |
| NCT04439760 | Not specified | COMPLETED | Superior Cervical Ganglion Block, Transcranial Doppler |
| NCT04553549 | Not specified | COMPLETED | Safety and Feasibility of the Infinity Catheter for Radial Access |
| NCT05317169 | Not specified | UNKNOWN | Aneurysm Genetic Risk in Patients With QIB Changes |
| NCT05626504 | Not specified | UNKNOWN | Outcome Study of the Pipeline Embolization Device With Vantage Technology in Unruptured Aneurysms |
Related Atlas pages
- Cohort genes: ANGPTL6, RGS6, CNNM2, SLC22A4, SLC22A5, SYN3, TMOD1, RBMS3, BOLL, PARD3B, CAMK2B, DNAJA4, LRRC3, SIRPG, CARD11, SCARF1, CARHSP1, ARHGAP32, MINK1, CDKN2A, CDKN2B, POLR1F, SOX17, SOX7, RBFOX1, SLC2A14, PDZD2, LINC03041, STARD13, BET1L, RNF144A, RSPH9, LINGO2, FGD6, TMEM196, CPNE4, LINC00474, SLC35F3, ANKRD44, SUSD1, CUL4A, SLC47A1, DRAM1, SPCS3, OLFML2A, XKR6, PLB1, CD163L1, DSCAM, DTNB, CCDC80, EDNRA, TCF24, TMEM114, CDKN2B-AS1, ESRRG, FBN1, FBN2, FHIT, FMO4, MIR3146, ALDH2, GATA3, GBA1, PCAT1, LINC00558, NAPA-AS1, ANGPT4, HLCS, LINC01237, LINC02130, SLC5A4-AS1, MYEOV, NR2C1