Summary
Esophageal adenocarcinoma (MONDO:0005028) is a disease with 37 cohort genes (118 GWAS associations across 18 studies) and 210 clinical trials. Molecularly, AURKA Overexpression confers sensitivity to Alisertib + Cisplatin in Esophagus Adenocarcinoma (CIViC Level D); 1 further subtype–drug associations are mapped below. Top therapeutic interventions include leucovorin, irinotecan, and ramucirumab.
At a glance
- Prevalence: 1-9 / 100 000 (Europe) [Orphanet-validated]
- Cohort genes: 37
- GWAS associations: 118
- Phenotypes (HPO): 10
- Clinical trials: 210
- Precision-medicine evidence (CIViC): 2 subtype–drug associations
Clinical features
Epidemiology
Prevalence records
28 prevalence record(s), Orphanet, top 20 (validated / broadest geography first):
| Type | Class | Value | Geography | Validation |
|---|
| Annual incidence | 1-9 / 1 000 000 | 0.7 | Worldwide | Validated |
| Annual incidence | 1-9 / 100 000 | 3.264 | Europe | Validated |
| Lifetime Prevalence | 1-9 / 100 000 | 5.55 | Europe | Validated |
| Point prevalence | 1-9 / 100 000 | | Europe | Validated |
| Annual incidence | 1-9 / 100 000 | 1.235 | Austria | Validated |
| Annual incidence | 1-9 / 100 000 | 3.918 | Belgium | Validated |
| Annual incidence | 1-9 / 1 000 000 | 0.364 | Bulgaria | Validated |
| Annual incidence | 1-9 / 1 000 000 | 0.485 | Croatia | Validated |
| Annual incidence | 1-9 / 100 000 | 1.28 | Czech Republic | Validated |
| Annual incidence | 1-9 / 1 000 000 | 0.305 | Estonia | Validated |
| Annual incidence | 1-9 / 100 000 | 1.5 | Finland | Validated |
| Annual incidence | 1-9 / 100 000 | 1.681 | France | Validated |
| Annual incidence | 1-9 / 100 000 | 1.636 | Germany | Validated |
| Annual incidence | 1-9 / 100 000 | 2.471 | Iceland | Validated |
| Annual incidence | 1-9 / 100 000 | 3.736 | Ireland | Validated |
| Annual incidence | 1-9 / 1 000 000 | 0.947 | Italy | Validated |
| Annual incidence | 1-9 / 1 000 000 | 0.39 | Latvia | Validated |
| Annual incidence | 1-9 / 1 000 000 | 0.526 | Lithuania | Validated |
| Annual incidence | 1-9 / 100 000 | 1.319 | Malta | Validated |
| Annual incidence | 1-9 / 1 000 000 | 0.315 | Poland | Validated |
Signs & symptoms
Clinical features (HPO)
10 HPO clinical features (Orphanet curated; top 10 by frequency):
| HPO ID | Term | Frequency |
|---|
| HP:0001513 | Obesity | Very frequent (80-99%) |
| HP:0001864 | Clinodactyly of the 5th toe | Very frequent (80-99%) |
| HP:0002020 | Gastroesophageal reflux | Very frequent (80-99%) |
| HP:0008872 | Feeding difficulties in infancy | Very frequent (80-99%) |
| HP:0011459 | Esophageal carcinoma | Very frequent (80-99%) |
| HP:0100580 | Barrett esophagus | Very frequent (80-99%) |
| HP:0002017 | Nausea and vomiting | Frequent (30-79%) |
| HP:0012735 | Cough | Frequent (30-79%) |
| HP:0100749 | Chest pain | Frequent (30-79%) |
| HP:0002716 | Lymphadenopathy | Occasional (5-29%) |
Identifiers
Disease identifiers
| Field | Value |
|---|
| Canonical name | esophageal adenocarcinoma |
| Mondo ID | MONDO:0005028 |
| EFO | EFO:0000478 |
| Orphanet | 99976 |
| DOID | DOID:4914 |
| ICD-11 | 829915640 |
| NCIT | C4025 |
| SNOMED CT | 276803003 |
| UMLS | C0279628 |
| MedGen | 124636 |
| GARD | 0016927 |
| Anatomy (UBERON) | UBERON:0001043 |
| Is cancer (heuristic) | no |
Also known as: adenocarcinoma - esophagus · adenocarcinoma - oesophagus · adenocarcinoma of esophagus · adenocarcinoma of oesophagus · adenocarcinoma of the esophagus · adenocarcinoma of the oesophagus · esophageal adenocarcinoma · esophagus adenocarcinoma · oesophageal adenocarcinoma · oesophagus adenocarcinoma
Data availability: 118 GWAS associations (18 studies) · 28 cell lines · 72 intOGen driver records.
Disease family
An umbrella term covering 3 Mondo subtypes.
Classification path: disease › human disease › disease by etiologic mechanism › cancer or benign tumor › neoplastic disease or syndrome › neoplasm › cancer › carcinoma › adenocarcinoma › esophageal adenocarcinoma
Related subtypes (63): epididymal adenocarcinoma, rete testis adenocarcinoma, seminal vesicle adenocarcinoma, ethmoid sinus adenocarcinoma, lacrimal gland adenocarcinoma, papillary adenocarcinoma, fallopian tube adenocarcinoma, bladder adenocarcinoma, ovarian adenocarcinoma, trabecular adenocarcinoma, middle ear adenocarcinoma, bile duct adenocarcinoma, granular cell carcinoma, small intestine adenocarcinoma, urethra adenocarcinoma, villous adenocarcinoma, thymus gland adenocarcinoma, nasal cavity adenocarcinoma, ureter adenocarcinoma, adenocarcinoma in situ, gastroesophageal junction adenocarcinoma, maxillary sinus adenocarcinoma, mucinous adenocarcinoma, acinar cell carcinoma, adenoid cystic carcinoma, breast adenocarcinoma, clear cell adenocarcinoma, colorectal adenocarcinoma, endometrioid adenocarcinoma, gastric adenocarcinoma, lung adenocarcinoma, prostate adenocarcinoma, renal cell carcinoma, signet ring cell carcinoma, cervical adenocarcinoma, serous adenocarcinoma, endometrium adenocarcinoma, sweat gland carcinoma, cystadenocarcinoma, tubular adenocarcinoma, mesonephric adenocarcinoma, scirrhous adenocarcinoma, pancreatic adenocarcinoma, follicular variant thyroid gland papillary carcinoma, gallbladder adenocarcinoma, hepatoid adenocarcinoma, intestinal type adenocarcinoma, micropapillary serous carcinoma, minor salivary gland adenocarcinoma, poorly differentiated thyroid gland carcinoma, salivary gland basal cell adenocarcinoma, submandibular gland adenocarcinoma, sebaceous adenocarcinoma, hepatocellular carcinoma, parathyroid gland carcinoma, pituitary adenocarcinoma, vaginal adenocarcinoma, Paget disease, diffuse type adenocarcinoma, vulvar adenocarcinoma, thyroid gland adenocarcinoma, gastroesophageal adenocarcinoma, adenoacanthoma
Subtypes (3): mucoepidermoid esophageal carcinoma, esophageal adenoid cystic carcinoma, Barrett adenocarcinoma
Genetics & variants
GWAS landscape
118 GWAS associations across 18 studies. Top hits map to 26 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|
| rs622217 | 3e-18 | SLC22A2 - SLC22A3 | T | 0.13 |
| rs9306895 | 2e-15 | GDF7 | T | 0.12 |
| rs35631104 | 1e-13 | LINC02253 | G | 0.13 |
| rs72760500 | 2e-13 | NNT - RNU6-381P | A | 0.23 |
| rs149252763 | 6e-13 | LINC01091 | G | 0.14 |
| rs2687197 | 3e-12 | RNU6-281P - FOXP1 | T | 0.11 |
| rs2095777 | 3e-12 | MIR4291 - BARX1 | ? | |
| rs4676893 | 8e-12 | RNU6-281P - FOXP1 | ? | 0.11 |
| rs10225824 | 2e-11 | CFTR, ASZ1 | ? | |
| rs4646614 | 3e-11 | ALDH1A2 | A | 0.1 |
| rs3950627 | 3e-11 | LINC00917 - FENDRR | A | 0.1 |
| rs2188554 | 3e-11 | ASZ1, CFTR | A | 0.13 |
| rs146917555 | 7e-11 | PLCL1 - RNU7-147P | A | 0.1 |
| rs7255 | 9e-11 | GDF7 | T | 1.14 |
| rs60849513 | 1e-10 | SLC66A1LP | T | 0.12 |
| rs111613945 | 1e-10 | LINC00208 | C | 0.1 |
| rs144823843 | 2e-10 | CEP72 | A | 0.12 |
| rs7045553 | 2e-10 | TMOD1 | T | 0.1 |
| rs199620551 | 3e-10 | CRTC1 | T | 0.09 |
| rs77013824 | 3e-10 | LINC02109 | T | 0.09 |
| rs10419226 | 4e-10 | CRTC1 | A | 1.18 |
| rs2464469 | 5e-10 | ALDH1A2-AS1, ALDH1A2 | G | 1.12 |
| rs17451754 | 5e-10 | CFTR | G | 1.19 |
| rs17749155 | 5e-10 | MSRA | A | 1.18 |
| rs12449442 | 8e-10 | BPTF | ? | |
| rs11789015 | 1e-09 | BARX1 | A | 1.2 |
| rs7187365 | 1e-09 | FENDRR | T | 0.12 |
| rs10108511 | 2e-09 | LINC00208 | T | 1.12 |
| rs2687202 | 2e-09 | RNU6-281P - FOXP1 | T | 1.13 |
| rs1247942 | 2e-09 | GLULP5 - LINC02459 | G | 1.12 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|
| GCST90258656 | Schroder J | 2022 | 16,790 | 32,476 | GWAS meta-analysis of 16 790 patients with Barrett’s oesophagus and oesophageal adenocarcinoma identifies 16 novel genetic risk loci and provides insights into disease aetiology beyond the single marker level. |
| GCST008831 | An J | 2019 | 8,998 | 19,247 | Gastroesophageal reflux GWAS identifies risk loci that also associate with subsequent severe esophageal diseases. |
| GCST011461 | Dong J | 2020 | 6,758 | 7,489 | Sex-Specific Genetic Associations for Barrett’s Esophagus and Esophageal Adenocarcinoma. |
| GCST011462 | Dong J | 2020 | 6,758 | 7,489 | Sex-Specific Genetic Associations for Barrett’s Esophagus and Esophageal Adenocarcinoma. |
| GCST011463 | Dong J | 2020 | 6,758 | 7,489 | Sex-Specific Genetic Associations for Barrett’s Esophagus and Esophageal Adenocarcinoma. |
| GCST003740 | Gharahkhani P | 2016 | 6,167 | 17,159 | Genome-wide association studies in oesophageal adenocarcinoma and Barrett’s oesophagus: a large-scale meta-analysis. |
| GCST90258658 | Schroder J | 2022 | 5,582 | 32,476 | GWAS meta-analysis of 16 790 patients with Barrett’s oesophagus and oesophageal adenocarcinoma identifies 16 novel genetic risk loci and provides insights into disease aetiology beyond the single marker level. |
| GCST003739 | Gharahkhani P | 2016 | 4,112 | 17,159 | Genome-wide association studies in oesophageal adenocarcinoma and Barrett’s oesophagus: a large-scale meta-analysis. |
| GCST90473003 | Schroder J | 2022 | 4,107 | 12,534 | GWAS meta-analysis of 16 790 patients with Barrett’s oesophagus and oesophageal adenocarcinoma identifies 16 novel genetic risk loci and provides insights into disease aetiology beyond the single marker level. |
| GCST002231 | Levine DM | 2013 | 3,928 | 3,207 | A genome-wide association study identifies new susceptibility loci for esophageal adenocarcinoma and Barrett’s esophagus. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|
| Tier 1: coding | 0 |
| Tier 2: splice/UTR | 4 |
| Tier 3: regulatory | 0 |
| Tier 4: intronic/intergenic | 46 |
MAF distribution
| Bucket | Variants |
|---|
| common (>=0.05) | 50 |
| low_freq (0.01-0.05) | 0 |
| rare (<0.01) | 0 |
| unknown | 0 |
Functional consequences
| Consequence | Count |
|---|
| intron_variant | 27 |
| intergenic_variant | 15 |
| 3_prime_UTR_variant | 4 |
| non_coding_transcript_exon_variant | 3 |
| synonymous_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|
| rs622217 | 6 | 160345738 | T>A,C | 0.49 | intergenic_variant | SLC22A2 - SLC22A3 | 3e-18 | Tier 4: intronic/intergenic |
| rs9306895 | 2 | 20678393 | T>C | 0.369 | 3_prime_UTR_variant | GDF7 | 2e-15 | Tier 2: splice/UTR |
| rs35631104 | 15 | 97014558 | GA>G,GAA | 0.251 | intron_variant | LINC02253 | 1e-13 | Tier 4: intronic/intergenic |
| rs72760500 | 5 | 43785571 | G>A | 0.059 | intergenic_variant | NNT - RNU6-381P | 2e-13 | Tier 4: intronic/intergenic |
| rs149252763 | 4 | 123640999 | GGGAAGGAA>G,GGGAA,GGGAAGGAAGGAAGGAA | 0.187 | intron_variant | LINC01091 | 6e-13 | Tier 4: intronic/intergenic |
| rs2687197 | 3 | 70873169 | T>C | 0.315 | intergenic_variant | RNU6-281P - FOXP1 | 3e-12 | Tier 4: intronic/intergenic |
| rs2095777 | 9 | 93942240 | T>A | 0.05 | intergenic_variant | MIR4291 - BARX1 | 3e-12 | Tier 4: intronic/intergenic |
| rs4676893 | 3 | 70868488 | A>T | 0.05 | intergenic_variant | RNU6-281P - FOXP1 | 8e-12 | Tier 4: intronic/intergenic |
| rs10225824 | 7 | 117371969 | G>A | 0.05 | intron_variant | CFTR, ASZ1 | 2e-11 | Tier 4: intronic/intergenic |
| rs4646614 | 15 | 57972595 | ATAGT>A,ATAGTTAGT,ATAGTTAGTTAGT | 0.435 | intron_variant | ALDH1A2 | 3e-11 | Tier 4: intronic/intergenic |
| rs3950627 | 16 | 86402737 | C>A,G | 0.476 | intergenic_variant | LINC00917 - FENDRR | 3e-11 | Tier 4: intronic/intergenic |
| rs2188554 | 7 | 117400063 | A>G,T | 0.187 | intron_variant | ASZ1, CFTR | 3e-11 | Tier 4: intronic/intergenic |
| rs146917555 | 2 | 199159992 | | 0.415 | intron_variant | PLCL1 - RNU7-147P | 7e-11 | Tier 4: intronic/intergenic |
| rs7255 | 2 | 20679060 | T>A,C | 0.05 | 3_prime_UTR_variant | GDF7 | 9e-11 | Tier 2: splice/UTR |
| rs60849513 | 3 | 157593634 | G>C,T | 0.214 | intron_variant | SLC66A1LP | 1e-10 | Tier 4: intronic/intergenic |
| rs111613945 | 8 | 11576907 | C>CCCGGTTT,CGGTTT | 0.468 | non_coding_transcript_exon_variant | LINC00208 | 1e-10 | Tier 4: intronic/intergenic |
| rs144823843 | 5 | 642178 | A>C,G,T | 0.204 | intron_variant | CEP72 | 2e-10 | Tier 4: intronic/intergenic |
| rs7045553 | 9 | 97545507 | C>G,T | 0.396 | intron_variant | TMOD1 | 2e-10 | Tier 4: intronic/intergenic |
| rs199620551 | 19 | 18693485 | TG>T | 0.478 | intron_variant | CRTC1 | 3e-10 | Tier 4: intronic/intergenic |
| rs77013824 | 5 | 28954412 | T>TAGG | 0.444 | intron_variant | LINC02109 | 3e-10 | Tier 4: intronic/intergenic |
| rs10419226 | 19 | 18692362 | T>A,C,G | 0.456 | intron_variant | CRTC1 | 4e-10 | Tier 4: intronic/intergenic |
| rs2464469 | 15 | 58069827 | G>A | 0.05 | intron_variant | ALDH1A2-AS1, ALDH1A2 | 5e-10 | Tier 4: intronic/intergenic |
| rs17451754 | 7 | 117616658 | G>A | 0.05 | intron_variant | CFTR | 5e-10 | Tier 4: intronic/intergenic |
| rs17749155 | 8 | 10210563 | G>A,C | 0.05 | intron_variant | MSRA | 5e-10 | Tier 4: intronic/intergenic |
| rs12449442 | 17 | 67951524 | G>A | 0.05 | non_coding_transcript_exon_variant | BPTF | 8e-10 | Tier 4: intronic/intergenic |
| rs11789015 | 9 | 93953746 | A>C,G | 0.283 | intron_variant | BARX1 | 1e-09 | Tier 4: intronic/intergenic |
| rs7187365 | 16 | 86478309 | T>A,C | 0.05 | intron_variant | FENDRR | 1e-09 | Tier 4: intronic/intergenic |
| rs10108511 | 8 | 11578007 | T>A,C | 0.05 | intron_variant | LINC00208 | 2e-09 | Tier 4: intronic/intergenic |
| rs2687202 | 3 | 70880832 | T>A,C | 0.05 | intergenic_variant | RNU6-281P - FOXP1 | 2e-09 | Tier 4: intronic/intergenic |
| rs1247942 | 12 | 114235918 | G>A,C | 0.05 | intergenic_variant | GLULP5 - LINC02459 | 2e-09 | Tier 4: intronic/intergenic |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 21 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|
| BLK | Orphanet:536 | Systemic lupus erythematosus |
| BLK | Orphanet:552 | MODY |
| TBX5 | Orphanet:101016 | Romano-Ward syndrome |
| TBX5 | Orphanet:392 | Holt-Oram syndrome |
| RP1L1 | Orphanet:247834 | Occult macular dystrophy |
| RP1L1 | Orphanet:791 | Retinitis pigmentosa |
| CFTR | Orphanet:399805 | Male infertility with azoospermia or oligozoospermia due to single gene mutation |
| CFTR | Orphanet:48 | Congenital bilateral absence of vas deferens |
| CFTR | Orphanet:498359 | Aquagenic palmoplantar keratoderma |
| CFTR | Orphanet:586 | Cystic fibrosis |
| CFTR | Orphanet:60033 | Idiopathic bronchiectasis |
| CFTR | Orphanet:700124 | Autosomal recessive hereditary chronic pancreatitis |
| SATB2 | Orphanet:251019 | 2q32q33 deletion syndrome |
| SATB2 | Orphanet:251028 | SATB2-associated syndrome due to a chromosomal rearrangement |
| SATB2 | Orphanet:576283 | SATB2-associated syndrome due to a pathogenic variant |
| DPYSL2 | Orphanet:178469 | Autosomal dominant non-syndromic intellectual disability |
| FOXF1 | Orphanet:210122 | Congenital alveolar capillary dysplasia |
| FOXP1 | Orphanet:391372 | FOXP1 Syndrome |
| FOXP1 | Orphanet:52417 | MALT lymphoma |
| FOXP1 | Orphanet:585877 | B-lymphoblastic leukemia/lymphoma with recurrent genetic abnormality |
| APOB | Orphanet:391665 | Homozygous familial hypercholesterolemia |
Cohort genes → proteins
37 cohort genes, 35 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|
| gwas_only | 36 |
| civic_only | 1 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|
| AURKA | HGNC:11393 | ENSG00000087586 | O14965 | Aurora kinase A | civic_evidence |
| BLK | HGNC:1057 | ENSG00000136573 | P51451 | Tyrosine-protein kinase Blk | gwas |
| TBX5 | HGNC:11604 | ENSG00000089225 | Q99593 | T-box transcription factor TBX5 | gwas |
| TMOD1 | HGNC:11871 | ENSG00000136842 | P28289 | Tropomodulin-1 | gwas |
| ASZ1 | HGNC:1350 | ENSG00000154438 | Q8WWH4 | Ankyrin repeat, SAM and basic leucine zipper domain-containing protein 1 | gwas |
| SPANXB1 | HGNC:14329 | ENSG00000227234 | Q9NS25 | Sperm protein associated with the nucleus on the X chromosome B1 | gwas |
| ALDH1A2 | HGNC:15472 | ENSG00000128918 | O94788 | Retinal dehydrogenase 2 | gwas |
| LINC00208 | HGNC:15535 | ENSG00000170983 | Q96KT6 | Putative uncharacterized protein encoded by LINC00208 | gwas |
| RP1L1 | HGNC:15946 | ENSG00000183638 | Q8IWN7 | Retinitis pigmentosa 1-like 1 protein | gwas |
| CRTC1 | HGNC:16062 | ENSG00000105662 | Q6UUV9 | CREB-regulated transcription coactivator 1 | gwas |
| ACTBL2 | HGNC:17780 | ENSG00000169067 | Q562R1 | Beta-actin-like protein 2 | gwas |
| CDR1 | HGNC:1798 | ENSG00000288642 | P51861 | Cerebellar degeneration-related antigen 1 | gwas |
| KHDRBS2 | HGNC:18114 | ENSG00000112232 | Q5VWX1 | KH domain-containing, RNA-binding, signal transduction-associated protein 2 | gwas |
| CFTR | HGNC:1884 | ENSG00000001626 | P13569 | Cystic fibrosis transmembrane conductance regulator | gwas |
| PLK2 | HGNC:19699 | ENSG00000145632 | Q9NYY3 | Serine/threonine-protein kinase PLK2 | gwas |
| RNF144A | HGNC:20457 | ENSG00000151692 | P50876 | E3 ubiquitin-protein ligase RNF144A | gwas |
| SATB2 | HGNC:21637 | ENSG00000119042 | Q9UPW6 | DNA-binding protein SATB2 | gwas |
| HTR3C | HGNC:24003 | ENSG00000178084 | Q8WXA8 | 5-hydroxytryptamine receptor 3C | gwas |
| TPPP | HGNC:24164 | ENSG00000171368 | O94811 | Tubulin polymerization-promoting protein | gwas |
| RBM43 | HGNC:24790 | ENSG00000184898 | Q6ZSC3 | RNA-binding protein 43 | gwas |
| CEP72 | HGNC:25547 | ENSG00000112877 | Q9P209 | Centrosomal protein of 72 kDa | gwas |
| LDAH | HGNC:26145 | ENSG00000118961 | Q9H6V9 | Lipid droplet-associated hydrolase | gwas |
| DPYSL2 | HGNC:3014 | ENSG00000092964 | Q16555 | Dihydropyrimidinase-related protein 2 | gwas |
| PTPDC1 | HGNC:30184 | ENSG00000158079 | A2A3K4 | Protein tyrosine phosphatase domain-containing protein 1 | gwas |
| PRSS55 | HGNC:30824 | ENSG00000184647 | Q6UWB4 | Serine protease 55 | gwas |
| SNORD114-31 | HGNC:33019 | ENSG00000200089 | | small nucleolar RNA, C/D box 114-31 | gwas |
| MTRNR2L9 | HGNC:37166 | | P0CJ76 | Humanin-like 9 | gwas |
| FOXF1 | HGNC:3809 | ENSG00000103241 | Q12946 | Forkhead box protein F1 | gwas |
| FOXP1 | HGNC:3823 | ENSG00000114861 | Q9H334 | Forkhead box protein P1 | gwas |
| LSP1P3 | HGNC:39718 | ENSG00000162685 | | LSP1 pseudogene 3 | gwas |
| GDF7 | HGNC:4222 | ENSG00000143869 | Q7Z4P5 | Growth/differentiation factor 7 | gwas |
| APOB | HGNC:603 | ENSG00000084674 | P04114 | Apolipoprotein B-100 | gwas |
| LMO3 | HGNC:6643 | ENSG00000048540 | Q8TAP4 | LIM domain only protein 3 | gwas |
| RND3 | HGNC:671 | ENSG00000115963 | P61587 | Rho-related GTP-binding protein RhoE | gwas |
| MGST1 | HGNC:7061 | ENSG00000008394 | P10620 | Microsomal glutathione S-transferase 1 | gwas |
| MSRA | HGNC:7377 | ENSG00000175806 | Q9UJ68 | Mitochondrial peptide methionine sulfoxide reductase | gwas |
| BARX1 | HGNC:955 | ENSG00000131668 | Q9HBU1 | Homeobox protein BarH-like 1 | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|
| AURKA | Aurora kinase A | Mitotic serine/threonine kinase that contributes to the regulation of cell cycle progression. |
| BLK | Tyrosine-protein kinase Blk | Non-receptor tyrosine kinase involved in B-lymphocyte development, differentiation and signaling. |
| TBX5 | T-box transcription factor TBX5 | DNA-binding protein that regulates the transcription of several genes and is involved in heart development and limb pattern formation. |
| TMOD1 | Tropomodulin-1 | Blocks the elongation and depolymerization of the actin filaments at the pointed end. |
| ASZ1 | Ankyrin repeat, SAM and basic leucine zipper domain-containing protein 1 | Plays a central role during spermatogenesis by repressing transposable elements and preventing their mobilization, which is essential for the germline integrity. |
| ALDH1A2 | Retinal dehydrogenase 2 | Catalyzes the NAD-dependent oxidation of aldehyde substrates, such as all-trans-retinal and all-trans-13,14-dihydroretinal, to their corresponding carboxylic acids, all-trans-retinoate and all-trans-13,14-dihydroretinoate, respectively. |
| RP1L1 | Retinitis pigmentosa 1-like 1 protein | Required for the differentiation of photoreceptor cells. |
| CRTC1 | CREB-regulated transcription coactivator 1 | Transcriptional coactivator for CREB1 which activates transcription through both consensus and variant cAMP response element (CRE) sites. |
| ACTBL2 | Beta-actin-like protein 2 | Actins are highly conserved proteins that are involved in various types of cell motility and are ubiquitously expressed in all eukaryotic cells. |
| KHDRBS2 | KH domain-containing, RNA-binding, signal transduction-associated protein 2 | RNA-binding protein that plays a role in the regulation of alternative splicing and influences mRNA splice site selection and exon inclusion. |
| CFTR | Cystic fibrosis transmembrane conductance regulator | Epithelial ion channel that plays an important role in the regulation of epithelial ion and water transport and fluid homeostasis. |
| PLK2 | Serine/threonine-protein kinase PLK2 | Tumor suppressor serine/threonine-protein kinase involved in synaptic plasticity, centriole duplication and G1/S phase transition. |
| 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. |
| SATB2 | DNA-binding protein SATB2 | Binds to DNA, at nuclear matrix- or scaffold-associated regions. |
| HTR3C | 5-hydroxytryptamine receptor 3C | Forms serotonin (5-hydroxytryptamine/5-HT3)-activated cation-selective channel complexes, which when activated cause fast, depolarizing responses in neurons. |
| TPPP | Tubulin polymerization-promoting protein | Regulator of microtubule dynamics that plays a key role in myelination by promoting elongation of the myelin sheath. |
| CEP72 | Centrosomal protein of 72 kDa | Involved in the recruitment of key centrosomal proteins to the centrosome. |
| LDAH | Lipid droplet-associated hydrolase | Probable serine lipid hydrolase associated with lipid droplets. |
| DPYSL2 | Dihydropyrimidinase-related protein 2 | Plays a role in neuronal development and polarity, as well as in axon growth and guidance, neuronal growth cone collapse and cell migration. |
| PTPDC1 | Protein tyrosine phosphatase domain-containing protein 1 | May play roles in cilia formation and/or maintenance. |
| PRSS55 | Serine protease 55 | Probable serine protease, which plays a crucial role in the fertility of male mice including sperm migration and sperm-egg interaction. |
| MTRNR2L9 | Humanin-like 9 | Plays a role as a neuroprotective and antiapoptotic factor. |
| FOXF1 | Forkhead box protein F1 | Probable transcription activator for a number of lung-specific genes. |
| FOXP1 | Forkhead box protein P1 | Transcriptional repressor. |
| GDF7 | Growth/differentiation factor 7 | May play an active role in the motor area of the primate neocortex. |
| APOB | Apolipoprotein B-100 | Apolipoprotein B is a major protein constituent of chylomicrons (apo B-48), LDL (apo B-100) and VLDL (apo B-100). |
| RND3 | Rho-related GTP-binding protein RhoE | Binds GTP but lacks intrinsic GTPase activity and is resistant to Rho-specific GTPase-activating proteins. |
| MGST1 | Microsomal glutathione S-transferase 1 | Conjugation of reduced glutathione to a wide number of exogenous and endogenous hydrophobic electrophiles. |
| MSRA | Mitochondrial peptide methionine sulfoxide reductase | Catalyzes the reversible oxidation-reduction of methionine sulfoxide in proteins to methionine. |
| BARX1 | Homeobox protein BarH-like 1 | Transcription factor, which is involved in craniofacial development, in odontogenesis and in stomach organogenesis. |
Protein-family classification
Druggable: 8 · Difficult: 8 · Unknown: 21 · Druggable fraction: 0.22
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 |
|---|
| Kinase | 3 | 2.2× | 0.614 |
| Transcription factor | 7 | 1.6× | 0.614 |
| Phosphatase | 1 | 2.3× | 0.761 |
| Transporter | 1 | 2.1× | 0.761 |
| Other/Unknown | 21 | 1.0× | 0.836 |
| Protease | 1 | 1.0× | 0.855 |
| Enzyme (other) | 2 | 0.7× | 0.890 |
| Scaffold/PPI | 1 | 0.5× | 0.890 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|
| AURKA | Kinase | yes | 2.7.11.1 | Prot_kinase_dom, Ser/Thr_kinase_AS, Kinase-like_dom_sf |
| BLK | Kinase | yes | 2.7.10.2 | Prot_kinase_dom, SH2, Ser-Thr/Tyr_kinase_cat_dom |
| TBX5 | Transcription factor | no | | TF_T-box, p53-like_TF_DNA-bd_sf, TF_T-box_CS |
| TMOD1 | Other/Unknown | no | | TMOD, LRR_dom_sf |
| ASZ1 | Scaffold/PPI | no | | SAM, Ankyrin_rpt, SAM/pointed_sf |
| SPANXB1 | Other/Unknown | no | | SPAN-X_fam |
| ALDH1A2 | Enzyme (other) | yes | 1.2.1.36 | Aldehyde_DH_dom, Ald_DH_CS_CYS, Ald_DH/histidinol_DH |
| LINC00208 | Other/Unknown | no | | |
| RP1L1 | Other/Unknown | no | | Doublecortin_dom, Doublecortin_dom_sf |
| CRTC1 | Other/Unknown | no | | TORC_N, TORC_M, TORC_C |
| ACTBL2 | Other/Unknown | no | | Actin, Actin_CS, Actin/actin-like_CS |
| CDR1 | Other/Unknown | no | | LED_rpt, WKTW_rpt |
| KHDRBS2 | Other/Unknown | no | | KH_dom, Sam68-YY, Qua1_dom |
| CFTR | Transporter | yes | 2.7.4.3 | ABC_transporter-like_ATP-bd, AAA+_ATPase, CFTR/ABCC7 |
| PLK2 | Kinase | yes | 2.7.11.21 | Prot_kinase_dom, POLO_box_dom, Ser/Thr_kinase_AS |
| RNF144A | Transcription factor | no | 2.3.2.31 | Znf_RING, IBR_dom, Znf_RING/FYVE/PHD |
| SATB2 | Transcription factor | no | | HD, CUT_dom, Homeodomain-like_sf |
| HTR3C | Other/Unknown | no | | Neurotrans-gated_channel_TM, Neur_channel, Neur_chan_lig-bd |
| TPPP | Other/Unknown | no | | TPP/p25, EF-hand-dom_pair |
| RBM43 | Other/Unknown | no | | RRM_dom, Nucleotide-bd_a/b_plait_sf, RBD_domain_sf |
| CEP72 | Other/Unknown | no | | Leu-rich_rpt, Leu-rich_rpt_typical-subtyp, U2A’_phosphoprotein32A_C |
| LDAH | Other/Unknown | no | | LDAH, AB_hydrolase_fold |
| DPYSL2 | Other/Unknown | no | | Amidohydro-rel, Metal-dep_hydrolase_composite, Hydantoinase/dihydroPyrase |
| PTPDC1 | Phosphatase | yes | | Dual-sp_phosphatase_cat-dom, Tyr_Pase_dom, Tyr_Pase_cat |
| PRSS55 | Protease | yes | | Trypsin_dom, Peptidase_S1A, Peptidase_S1_PA |
| SNORD114-31 | Other/Unknown | no | | |
| MTRNR2L9 | Other/Unknown | no | | Humanin |
| FOXF1 | Transcription factor | no | | Fork_head_dom, TF_fork_head_CS_1, TF_fork_head_CS_2 |
| FOXP1 | Transcription factor | no | | Fork_head_dom, TF_fork_head_CS_2, FOXP-CC |
| LSP1P3 | Other/Unknown | no | | |
| GDF7 | Other/Unknown | no | | TGF-b_propeptide, TGF-b_C, TGF-beta-like |
| APOB | Other/Unknown | no | | Vitellogenin_N, Lipid_transpt_open_b-sht, Lipovitellin_superhlx_dom |
| LMO3 | Transcription factor | no | | Znf_LIM, LMO_RBTN_TF |
| RND3 | Other/Unknown | no | | Small_GTPase, Small_GTPase_Rho, Small_GTP-bd |
| MGST1 | Other/Unknown | no | | Membr-assoc_MAPEG, MAPEG-like_dom_sf, MGST1-like |
| MSRA | Enzyme (other) | yes | 1.8.4.11 | Met_Sox_Rdtase_MsrA_dom, Met_Sox_Rdtase_MsrA_sf, MsrA_MetSO_reductase |
| BARX1 | Transcription factor | no | | HTH_motif, HD, Homeodomain-like_sf |
Expression context
Cohort genes with no expression data: 1.
26 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) | 2 |
| broad (>20) | 34 |
| unknown | 1 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|
| male germ line stem cell (sensu Vertebrata) in testis | 7 |
| cortical plate | 5 |
| primordial germ cell in gonad | 4 |
| ventricular zone | 3 |
| islet of Langerhans | 3 |
| right testis | 3 |
| left testis | 3 |
| spleen | 2 |
| buccal mucosa cell | 2 |
| tendon of biceps brachii | 2 |
| type B pancreatic cell | 2 |
| right lung | 2 |
| Brodmann (1909) area 23 | 2 |
| middle temporal gyrus | 2 |
| oviduct epithelium | 2 |
| adrenal tissue | 2 |
| mucosa of stomach | 2 |
| oocyte | 1 |
| secondary oocyte | 1 |
| lymph node | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|
| AURKA | 236 | ubiquitous | marker | oocyte, secondary oocyte, ventricular zone |
| BLK | 145 | tissue_specific | marker | spleen, male germ line stem cell (sensu Vertebrata) in testis, lymph node |
| TBX5 | 129 | broad | marker | tendon of biceps brachii, cardiac muscle of right atrium, buccal mucosa cell |
| TMOD1 | 265 | broad | marker | type B pancreatic cell, hindlimb stylopod muscle, islet of Langerhans |
| ASZ1 | 60 | tissue_specific | marker | male germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad, right testis |
| SPANXB1 | 65 | tissue_specific | yes | left testis, right testis, male germ line stem cell (sensu Vertebrata) in testis |
| ALDH1A2 | 226 | broad | marker | germinal epithelium of ovary, decidua, sperm |
| LINC00208 | 9 | | yes | monocyte, gastrocnemius, left testis |
| RP1L1 | 30 | tissue_specific | yes | primordial germ cell in gonad, buccal mucosa cell, bone marrow cell |
| CRTC1 | 218 | ubiquitous | marker | olfactory bulb, type B pancreatic cell, paraflocculus |
| ACTBL2 | 24 | tissue_specific | marker | cortical plate, islet of Langerhans, olfactory segment of nasal mucosa |
| CDR1 | 167 | tissue_specific | marker | tendon of biceps brachii, pons, cerebellar vermis |
| KHDRBS2 | 102 | broad | marker | cortical plate, corpus callosum, male germ line stem cell (sensu Vertebrata) in testis |
| CFTR | 193 | broad | marker | body of pancreas, gall bladder, pancreas |
| PLK2 | 289 | ubiquitous | marker | spleen, apex of heart, cortical plate |
| RNF144A | 253 | ubiquitous | marker | cerebellar hemisphere, cerebellar cortex, cerebellum |
| SATB2 | 235 | ubiquitous | marker | periodontal ligament, cortical plate, mucosa of sigmoid colon |
| HTR3C | 20 | | marker | male germ line stem cell (sensu Vertebrata) in testis, right lung, mucosa of transverse colon |
| TPPP | 257 | broad | marker | Brodmann (1909) area 23, middle temporal gyrus, postcentral gyrus |
| RBM43 | 218 | ubiquitous | yes | oviduct epithelium, calcaneal tendon, fallopian tube |
| CEP72 | 173 | ubiquitous | yes | primordial germ cell in gonad, male germ line stem cell (sensu Vertebrata) in testis, ventricular zone |
| LDAH | 254 | ubiquitous | marker | adrenal tissue, male germ line stem cell (sensu Vertebrata) in testis, islet of Langerhans |
| DPYSL2 | 301 | ubiquitous | marker | inferior vagus X ganglion, subthalamic nucleus, substantia nigra pars compacta |
| PTPDC1 | 224 | ubiquitous | yes | tibial nerve, endothelial cell, sural nerve |
| PRSS55 | 49 | tissue_specific | yes | primordial germ cell in gonad, right testis, left testis |
| SNORD114-31 | 70 | | yes | adrenal tissue, kidney, lung |
| MTRNR2L9 | | | | |
| FOXF1 | 202 | broad | marker | muscle layer of sigmoid colon, mucosa of stomach, right lung |
| FOXP1 | 256 | ubiquitous | marker | pancreatic ductal cell, oviduct epithelium, cardia of stomach |
| LSP1P3 | 67 | tissue_specific | yes | blood, colonic epithelium, ventricular zone |
Protein interactions among cohort
Intra-cohort edges: 9.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|
| CFTR | 7,664 |
| AURKA | 6,376 |
| APOB | 5,244 |
| ALDH1A2 | 4,289 |
| ACTBL2 | 3,277 |
| PLK2 | 3,164 |
| DPYSL2 | 2,980 |
| BLK | 2,967 |
| FOXP1 | 2,939 |
| MSRA | 2,363 |
Intra-cohort edges
| A | B | Sources |
|---|
| ACTBL2 | CFTR | intact |
| ALDH1A2 | CFTR | intact |
| BARX1 | FOXF1 | string_interaction |
| CFTR | RND3 | intact |
| FOXF1 | FOXP1 | biogrid_interaction |
| FOXF1 | SATB2 | biogrid_interaction |
| FOXP1 | SATB2 | biogrid_interaction, intact, string_interaction |
| MSRA | RP1L1 | string_interaction |
| PRSS55 | RP1L1 | string_interaction |
Structural data
PDB: 15 · AlphaFold-only: 20 · No structure: 2
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|
| AURKA | O14965 | 193 |
| CFTR | P13569 | 58 |
| DPYSL2 | Q16555 | 15 |
| APOB | P04114 | 8 |
| ALDH1A2 | O94788 | 7 |
| PLK2 | Q9NYY3 | 7 |
| RND3 | P61587 | 7 |
| TMOD1 | P28289 | 6 |
| TBX5 | Q99593 | 4 |
| CRTC1 | Q6UUV9 | 3 |
| SATB2 | Q9UPW6 | 3 |
| TPPP | O94811 | 3 |
| RNF144A | P50876 | 2 |
| FOXP1 | Q9H334 | 1 |
| BARX1 | Q9HBU1 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|
| ACTBL2 | Q562R1 | 94.97 |
| LDAH | Q9H6V9 | 90.59 |
| MSRA | Q9UJ68 | 89.13 |
| LMO3 | Q8TAP4 | 88.38 |
| BLK | P51451 | 81.89 |
| HTR3C | Q8WXA8 | 81.38 |
| MGST1 | P10620 | 78.65 |
| RBM43 | Q6ZSC3 | 77.12 |
| PRSS55 | Q6UWB4 | 76.06 |
| GDF7 | Q7Z4P5 | 72.03 |
| MTRNR2L9 | P0CJ76 | 71.49 |
| PTPDC1 | A2A3K4 | 70.60 |
| KHDRBS2 | Q5VWX1 | 70.39 |
| SPANXB1 | Q9NS25 | 68.80 |
| ASZ1 | Q8WWH4 | 66.83 |
| CEP72 | Q9P209 | 65.74 |
| FOXF1 | Q12946 | 59.41 |
| LINC00208 | Q96KT6 | 51.52 |
| CDR1 | P51861 | 49.00 |
| RP1L1 | Q8IWN7 | 38.97 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 133. Enrichment computed across 37 evidence-associated genes (21 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 21 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|
| Interaction between PHLDA1 and AURKA | 1 | 271.9× | 0.078 | AURKA |
| RHO GTPases regulate CFTR trafficking | 1 | 181.3× | 0.078 | CFTR |
| Scavenging by Class H Receptors | 1 | 135.9× | 0.078 | APOB |
| PTK6 Regulates Proteins Involved in RNA Processing | 1 | 108.8× | 0.078 | KHDRBS2 |
| VLDL assembly | 1 | 108.8× | 0.078 | APOB |
| Chylomicron clearance | 1 | 108.8× | 0.078 | APOB |
| Formation of lateral plate mesoderm | 1 | 108.8× | 0.078 | FOXF1 |
| Scavenging by Class F Receptors | 1 | 90.6× | 0.078 | APOB |
| Protein repair | 1 | 90.6× | 0.078 | MSRA |
| RUNX1 regulates transcription of genes involved in BCR signaling | 1 | 90.6× | 0.078 | BLK |
| LDL remodeling | 1 | 90.6× | 0.078 | APOB |
| VLDL clearance | 1 | 90.6× | 0.078 | APOB |
| Heme signaling | 2 | 20.5× | 0.078 | CRTC1, APOB |
| SUMO E3 ligases SUMOylate target proteins | 2 | 17.0× | 0.078 | AURKA, SATB2 |
| SUMOylation | 2 | 15.5× | 0.078 | AURKA, SATB2 |
| AURKA Activation by TPX2 | 2 | 14.5× | 0.078 | AURKA, CEP72 |
| Regulation of PLK1 Activity at G2/M Transition | 2 | 12.1× | 0.078 | AURKA, CEP72 |
| Mitotic G2-G2/M phases | 2 | 12.1× | 0.078 | AURKA, CEP72 |
| G2/M Transition | 2 | 12.1× | 0.078 | AURKA, CEP72 |
| Gene expression (Transcription) | 5 | 4.2× | 0.078 | BLK, AURKA, TBX5, ASZ1, SATB2 |
| RNA Polymerase II Transcription | 4 | 4.3× | 0.080 | BLK, AURKA, TBX5, SATB2 |
| Chylomicron assembly | 1 | 54.4× | 0.097 | APOB |
| Chylomicron remodeling | 1 | 54.4× | 0.097 | APOB |
| CD163 mediating an anti-inflammatory response | 1 | 54.4× | 0.097 | PLK2 |
| Cargo recognition for clathrin-mediated endocytosis | 2 | 10.0× | 0.097 | CFTR, APOB |
| Scavenging by Class B Receptors | 1 | 49.4× | 0.099 | APOB |
| Regulation of CDH11 gene transcription | 1 | 49.4× | 0.099 | FOXF1 |
| RUNX2 regulates bone development | 1 | 38.8× | 0.111 | SATB2 |
| YAP1- and WWTR1 (TAZ)-stimulated gene expression | 1 | 36.2× | 0.111 | TBX5 |
| Plasma lipoprotein assembly | 1 | 34.0× | 0.111 | APOB |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 32 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|
| midgut development | 2 | 131.7× | 0.033 | ALDH1A2, FOXF1 |
| determination of bilateral symmetry | 1 | 526.6× | 0.038 | ALDH1A2 |
| detection of wounding | 1 | 526.6× | 0.038 | FOXF1 |
| roof plate formation | 1 | 526.6× | 0.038 | GDF7 |
| embryonic ectodermal digestive tract morphogenesis | 1 | 526.6× | 0.038 | FOXF1 |
| microtubule nucleation by microtubule organizing center | 1 | 526.6× | 0.038 | TPPP |
| right lung morphogenesis | 1 | 526.6× | 0.038 | FOXF1 |
| cell migration involved in coronary vasculogenesis | 1 | 526.6× | 0.038 | TBX5 |
| cellular response to lipid hydroperoxide | 1 | 526.6× | 0.038 | MGST1 |
| regulation of macrophage colony-stimulating factor production | 1 | 526.6× | 0.038 | FOXP1 |
| positive regulation of cardiac conduction | 1 | 526.6× | 0.038 | TBX5 |
| endocardial cushion development | 2 | 87.8× | 0.038 | TBX5, FOXF1 |
| spindle organization | 2 | 62.0× | 0.038 | AURKA, CEP72 |
| cholesterol transport | 2 | 45.8× | 0.038 | CFTR, APOB |
| pancreas development | 2 | 42.1× | 0.038 | ALDH1A2, FOXF1 |
| embryonic forelimb morphogenesis | 2 | 31.0× | 0.038 | TBX5, ALDH1A2 |
| lung development | 3 | 18.6× | 0.038 | TBX5, ALDH1A2, FOXF1 |
| cardiac left ventricle formation | 1 | 263.3× | 0.045 | TBX5 |
| regulation of monocyte differentiation | 1 | 263.3× | 0.045 | FOXP1 |
| lateral mesodermal cell differentiation | 1 | 263.3× | 0.045 | FOXF1 |
| atrioventricular node cell fate commitment | 1 | 263.3× | 0.045 | TBX5 |
| bundle of His cell to Purkinje myocyte communication by electrical coupling | 1 | 263.3× | 0.045 | TBX5 |
| regulation of defense response to bacterium | 1 | 263.3× | 0.045 | FOXP1 |
| positive regulation of cell communication by electrical coupling involved in cardiac conduction | 1 | 263.3× | 0.045 | TBX5 |
| negative regulation of membrane hyperpolarization | 1 | 263.3× | 0.045 | CRTC1 |
| positive regulation of nuclear receptor-mediated glucocorticoid signaling pathway | 1 | 263.3× | 0.045 | LMO3 |
| positive regulation of tendon cell differentiation | 1 | 263.3× | 0.045 | GDF7 |
| blood vessel development | 2 | 23.4× | 0.045 | ALDH1A2, FOXF1 |
| somitogenesis | 2 | 23.4× | 0.045 | ALDH1A2, FOXF1 |
| atrioventricular bundle cell differentiation | 1 | 175.5× | 0.045 | TBX5 |
Therapeutics
Drug target analysis
Approved (phase 4): 5 · Phase ≥3: 5 · Phased (≥1): 5 · Undrugged: 32
Druggability breadth: 11 of 37 evidence-associated genes (30%) 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.
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|
| AURKA | 65 | 4 |
| BLK | 62 | 4 |
| HTR3C | 19 | 4 |
| CFTR | 14 | 4 |
| PLK2 | 12 | 4 |
| TBX5 | 0 | 0 |
| TMOD1 | 0 | 0 |
| ASZ1 | 0 | 0 |
| SPANXB1 | 0 | 0 |
| ALDH1A2 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|
| INAMRINONE | 4 | AURKA |
| FEDRATINIB | 4 | AURKA, BLK, PLK2 |
| AXITINIB | 4 | AURKA, BLK |
| SORAFENIB | 4 | AURKA, BLK |
| NICLOSAMIDE | 4 | AURKA |
| ENTRECTINIB | 4 | AURKA, BLK |
| FOSTAMATINIB | 4 | AURKA |
| CABOZANTINIB | 4 | AURKA |
| GILTERITINIB | 4 | AURKA |
| BRIGATINIB | 4 | AURKA, BLK |
| UPADACITINIB | 4 | AURKA |
| SULFADIAZINE | 4 | AURKA |
| PAZOPANIB | 4 | AURKA, BLK |
| DOXORUBICIN | 4 | AURKA |
| SUNITINIB | 4 | AURKA, BLK, PLK2 |
| DASATINIB | 4 | AURKA, BLK |
| ERLOTINIB | 4 | AURKA, BLK |
| CRIZOTINIB | 4 | AURKA, BLK |
| MIDOSTAURIN | 4 | AURKA, BLK |
| AFATINIB | 4 | BLK |
| NERATINIB | 4 | BLK |
| IBRUTINIB | 4 | BLK |
| BELUMOSUDIL | 4 | BLK |
| AFATINIB DIMALEATE | 4 | BLK |
| VANDETANIB | 4 | BLK |
| NILOTINIB | 4 | BLK |
| BOSUTINIB | 4 | BLK, PLK2 |
| ACALABRUTINIB | 4 | BLK |
| ZANUBRUTINIB | 4 | BLK |
| TIRABRUTINIB | 4 | BLK |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 7.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|
| AURKA | 1,500 | Binding:1483, Functional:10, ADMET:7 |
| CFTR | 520 | Binding:497, Functional:17, ADMET:5, Toxicity:1 |
| BLK | 483 | Binding:477, ADMET:4, Functional:2 |
| PLK2 | 270 | Binding:268, ADMET:1, Functional:1 |
| HTR3C | 184 | Binding:119, Functional:64, ADMET:1 |
| ALDH1A2 | 32 | Binding:32 |
| SATB2 | 6 | Binding:6 |
| DPYSL2 | 3 | Binding:3 |
| MGST1 | 3 | ADMET:2, Binding:1 |
| TBX5 | 1 | Binding:1 |
| APOB | 1 | Binding:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|
| AURKA | 2.7.11.1 | non-specific serine/threonine protein kinase |
| BLK | 2.7.10.2 | non-specific protein-tyrosine kinase |
| ALDH1A2 | 1.2.1.36 | retinal dehydrogenase |
| CFTR | 2.7.4.3, 5.6.1.6 | adenylate kinase, channel-conductance-controlling ATPase |
| PLK2 | 2.7.11.21 | polo kinase |
| RNF144A | 2.3.2.31 | RBR-type E3 ubiquitin transferase |
| MSRA | 1.8.4.11 | peptide-methionine (S)-S-oxide reductase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|
| AURKA | 1,500 |
| BLK | 483 |
| CFTR | 520 |
| PLK2 | 270 |
| HTR3C | 184 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 36; with CPIC/DPWG dosing guidelines: 1.
Cohort genes with a CPIC/DPWG dosing guideline
| Symbol | CPIC guidelines |
|---|
| CFTR | 1 |
Chemical tractability of cohort targets
29 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) |
|---|
| INAMRINONE | 4 | AURKA |
| FEDRATINIB | 4 | AURKA, BLK, PLK2 |
| AXITINIB | 4 | AURKA, BLK |
| SORAFENIB | 4 | AURKA, BLK |
| NICLOSAMIDE | 4 | AURKA |
| ENTRECTINIB | 4 | AURKA, BLK |
| FOSTAMATINIB | 4 | AURKA |
| GILTERITINIB | 4 | AURKA |
| BRIGATINIB | 4 | AURKA, BLK |
| UPADACITINIB | 4 | AURKA |
| SULFADIAZINE | 4 | AURKA |
| PAZOPANIB | 4 | AURKA, BLK |
| DOXORUBICIN | 4 | AURKA |
| SUNITINIB | 4 | AURKA, BLK, PLK2 |
| DASATINIB | 4 | AURKA, BLK |
| ERLOTINIB | 4 | AURKA, BLK |
| CRIZOTINIB | 4 | AURKA, BLK |
| MIDOSTAURIN | 4 | AURKA, BLK |
| AFATINIB | 4 | BLK |
| NERATINIB | 4 | BLK |
| IBRUTINIB | 4 | BLK |
| BELUMOSUDIL | 4 | BLK |
| AFATINIB DIMALEATE | 4 | BLK |
| VANDETANIB | 4 | BLK |
| NILOTINIB | 4 | BLK |
| BOSUTINIB | 4 | BLK, PLK2 |
| ACALABRUTINIB | 4 | BLK |
| ZANUBRUTINIB | 4 | BLK |
| TIRABRUTINIB | 4 | BLK |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|
| A | Approved (phase 4 drug) | 5 | AURKA, BLK, CFTR, PLK2, HTR3C |
| B | Phased (≥1) drug, not yet approved | 0 | |
| C | Druggable family + PDB, no drug | 1 | ALDH1A2 |
| D | Druggable family + AlphaFold only, no drug | 3 | PTPDC1, PRSS55, MSRA |
| E | Difficult family or no structure, no drug | 28 | TBX5, TMOD1, ASZ1, SPANXB1, LINC00208, RP1L1, CRTC1, ACTBL2, CDR1, KHDRBS2 (+18 more) |
Undrugged target profiles
32 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|
| TBX5 | 1 | — |
| TMOD1 | 0 | — |
| ASZ1 | 0 | — |
| SPANXB1 | 0 | — |
| ALDH1A2 | 32 | — |
| LINC00208 | 0 | — |
| RP1L1 | 0 | — |
| CRTC1 | 0 | — |
| ACTBL2 | 0 | — |
| CDR1 | 0 | — |
| KHDRBS2 | 0 | — |
| RNF144A | 0 | — |
| SATB2 | 6 | — |
| TPPP | 0 | — |
| RBM43 | 0 | — |
| CEP72 | 0 | — |
| LDAH | 0 | — |
| DPYSL2 | 3 | — |
| PTPDC1 | 0 | — |
| PRSS55 | 0 | — |
| SNORD114-31 | 0 | — |
| MTRNR2L9 | 0 | — |
| FOXF1 | 0 | — |
| FOXP1 | 0 | — |
| LSP1P3 | 0 | — |
| GDF7 | 0 | — |
| APOB | 1 | — |
| LMO3 | 0 | — |
| RND3 | 0 | — |
| MGST1 | 3 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 210.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|
| PHASE2 | 81 |
| Not specified | 67 |
| PHASE1 | 27 |
| PHASE1/PHASE2 | 16 |
| PHASE3 | 12 |
| PHASE2/PHASE3 | 5 |
| PHASE4 | 1 |
| EARLY_PHASE1 | 1 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|
| NCT02366819 | PHASE4 | SUSPENDED | Genetic Analysis-Guided Irinotecan Hydrochloride Dosing of mFOLFIRINOX in Treating Patients With Locally Advanced Gastroesophageal or Stomach Cancer |
| NCT02509286 | PHASE3 | ACTIVE_NOT_RECRUITING | Perioperative Chemotherapy Compared To Neoadjuvant Chemoradiation in Patients With Adenocarcinoma of the Esophagus |
| NCT04210115 | PHASE3 | ACTIVE_NOT_RECRUITING | Study of Pembrolizumab (MK-3475) Versus Placebo in Participants With Esophageal Carcinoma Who Are Receiving Chemotherapy and Radiation Therapy (MK-3475-975/KEYNOTE-975) |
| NCT04248452 | PHASE3 | ACTIVE_NOT_RECRUITING | Testing the Addition of Radiotherapy to the Usual Treatment (Chemotherapy) for Patients With Esophageal and Gastric Cancer That Has Spread to a Limited Number of Other Places in the Body |
| NCT05078047 | PHASE3 | RECRUITING | Study Comparing the Standard Administration of IO Versus the Same IO Administered Each 3 Months in Patients in Response After 6 Months of Standard IO |
| NCT05152147 | PHASE3 | ACTIVE_NOT_RECRUITING | A Study of Zanidatamab in Combination With Chemotherapy Plus or Minus Tislelizumab in Patients With HER2-positive Advanced or Metastatic Gastric and Esophageal Cancers |
| NCT05188313 | PHASE3 | RECRUITING | TRAstuzumab and Pertuzumab for HER2+ Resectable Oesophageal Cancer |
| NCT05677490 | PHASE3 | RECRUITING | mFOLFIRINOX Versus mFOLFOX With or Without Nivolumab for the Treatment of Advanced, Unresectable, or Metastatic HER2 Negative Esophageal, Gastroesophageal Junction, and Gastric Adenocarcinoma |
| NCT06203600 | PHASE2/PHASE3 | RECRUITING | Adding Nivolumab to Usual Treatment for People With Advanced Stomach or Esophageal Cancer, PARAMUNE Trial |
| NCT07221149 | PHASE2/PHASE3 | RECRUITING | A Study to Evaluate the Safety and Efficacy of Pumitamig in Combination With Chemotherapy Versus Nivolumab in Combination With Chemotherapy in Participants With Previously Untreated Advanced or Metastatic Gastric, Gastroesophageal Junction, or Esophageal Adenocarcinoma (ROSETTA Gastric-204) |
| NCT07392892 | PHASE2/PHASE3 | RECRUITING | A Study to Learn About the Study Medicine Called PF-08634404 in Combination With Chemotherapy in Gastroesophageal Cancer |
| NCT00487695 | PHASE3 | COMPLETED | Confocal Endomicroscopy for Barrett’s Esophagus |
| NCT01196390 | PHASE3 | COMPLETED | Radiation Therapy, Paclitaxel, and Carboplatin With or Without Trastuzumab in Treating Patients With Esophageal Cancer |
| NCT01726452 | PHASE3 | COMPLETED | NEOadjuvant Trial in Adenocarcinoma of the oEsophagus and oesophagoGastric Junction International Study (Neo-AEGIS) |
| NCT02628665 | PHASE3 | UNKNOWN | Clinical Study of Time Optimizing of Endoscopic Photodynamic Therapy on Esophageal and/or Gastric Cardiac Cancer |
| NCT02872116 | PHASE3 | COMPLETED | Efficacy Study of Nivolumab Plus Ipilimumab or Nivolumab Plus Chemotherapy Against Chemotherapy in Stomach Cancer or Stomach/Esophagus Junction Cancer |
| NCT03604991 | PHASE2/PHASE3 | SUSPENDED | Nivolumab and Ipilimumab in Treating Patients With Esophageal and Gastroesophageal Junction Adenocarcinoma Undergoing Surgery |
| NCT04499924 | PHASE2/PHASE3 | COMPLETED | Tucatinib, Trastuzumab, Ramucirumab, and Paclitaxel Versus Paclitaxel and Ramucirumab in Previously Treated HER2+ Gastroesophageal Cancer |
| NCT01142388 | PHASE2 | ACTIVE_NOT_RECRUITING | Paclitaxel With or Without Cixutumumab as Second-Line Therapy in Treating Patients With Metastatic Esophageal Cancer or Gastroesophageal Junction Cancer |
| NCT02521285 | PHASE2 | ACTIVE_NOT_RECRUITING | Aspirin in Preventing Disease Recurrence in Patients With Barrett Esophagus After Successful Elimination by Radiofrequency Ablation |
| NCT02678182 | PHASE2 | ACTIVE_NOT_RECRUITING | Planning Treatment for Oesophago-gastric Cancer: a Maintenance Therapy Trial |
| NCT02962063 | PHASE1/PHASE2 | ACTIVE_NOT_RECRUITING | Durvalumab, an Anti-PDLI Antibody, and Tremelimumab, an Anti-CTLA4 Antibody, and Chemoradiation Before Surgery for Esophageal Cancer |
| NCT02998268 | PHASE2 | ACTIVE_NOT_RECRUITING | Study of Pembrolizumab in Locally Advanced Esophageal Adenocarcinoma |
| NCT03161522 | PHASE2 | RECRUITING | Chemotherapy With or Without Radiation or Surgery in Treating Participants With Oligometastatic Esophageal or Gastric Cancer |
| NCT03539822 | PHASE1/PHASE2 | RECRUITING | Cabozantinib Plus Durvalumab With or Without Tremelimumab in Patients With Gastroesophageal Cancer and Other Gastrointestinal Malignancies |
| NCT04018872 | PHASE2 | RECRUITING | Evaluating the Effect of Itraconazole on Pathologic Complete Response Rates in Esophageal Cancer |
| NCT04028167 | PHASE2 | ACTIVE_NOT_RECRUITING | Induction FLOT With CROSS CRT for Esophageal Cancer |
| NCT04114136 | PHASE2 | RECRUITING | Anti-PD-1 mAb Plus Metabolic Modulator in Solid Tumor Malignancies |
| NCT04150640 | PHASE2 | RECRUITING | Oxaliplatin and Liposomal Irinotecan (Plus Trastuzumab for HER2-positive Disease) in Advanced Esophageal and Gastric Adenocarcinoma |
| NCT04430738 | PHASE2 | ACTIVE_NOT_RECRUITING | Tucatinib Plus Trastuzumab and Oxaliplatin-based Chemotherapy or Pembrolizumab-containing Combinations for HER2+ Gastrointestinal Cancers |
| NCT04554771 | PHASE2 | ACTIVE_NOT_RECRUITING | Blood-borne Assessment of Stromal Activation in Esophageal Adenocarcinoma to Guide Tocilizumab Therapy |
| NCT04682158 | PHASE2 | RECRUITING | Propranolol With Standard Chemoradiation for Esophageal Adenocarcinoma |
| NCT04802876 | PHASE2 | ACTIVE_NOT_RECRUITING | Efficacy of Tislelizumab and Spartalizumab Across Multiple Cancer-types in Patients with PD1-high MRNA Expressing Tumors |
| NCT04921904 | PHASE1/PHASE2 | ACTIVE_NOT_RECRUITING | Abemaciclib Plus Ramucirumab for Esophageal/Gastroesophageal Junction Ca |
| NCT04929392 | PHASE2 | ACTIVE_NOT_RECRUITING | Chemoradiation and Pembrolizumab Followed by Pembrolizumab and Lenvatinib Before Surgery for the Treatment of Non-metastatic Esophageal or Esophageal/Gastroesophageal Junction Cancer |
| NCT04939051 | PHASE2 | RECRUITING | Obeticholic Acid for Prevention in Barrett’s Esophagus |
| NCT05177133 | PHASE2 | RECRUITING | Anti-PD-1 and CapOx for the First-line Treatment of dMMR Esophagogastric Cancer (AuspiCiOus) |
| NCT05476796 | PHASE2 | RECRUITING | Oxaliplatin ± Nivolumab in Combination With Trifluridine/Tipiracil or 5-fluorouracile in Frail Patients With Advanced, Recurrent or Metastatic Gastric, Oesophageal or Gastroesophageal Junction Cancer |
| NCT05480384 | PHASE2 | ACTIVE_NOT_RECRUITING | Adjuvant Trastuzumab Deruxtecan (Enhertu) & Nivolumab For Patients Who Are Disease Free After Completion of Trimodality Treatment For HER-2+ Cancers of Esophagus & Gastroesophageal Junction |
| NCT05563766 | PHASE2 | RECRUITING | A Phase II Trial to Evaluate the Effect of Itraconazole on Pathologic Complete Response Rates in Resectable Esophageal Cancer |
Drugs tested across these trials (top 30)
Precision-medicine subtype map (CIViC)
Drug × molecular subtype: 2 predictive associations from 2 curated evidence items.
| Molecular subtype | Therapy | Effect | Level | CIViC |
|---|
| AURKA Overexpression | Alisertib + Cisplatin | Sensitivity/Response | CIViC D | EID9627 |
| AURKA Amplification | Alisertib + Cisplatin | Sensitivity/Response | CIViC E | EID456 |
- Cohort genes: AURKA, BLK, TBX5, TMOD1, ASZ1, SPANXB1, ALDH1A2, LINC00208, RP1L1, CRTC1, ACTBL2, KHDRBS2, CFTR, PLK2, RNF144A, SATB2, HTR3C, TPPP, RBM43, CEP72, LDAH, DPYSL2, PTPDC1, PRSS55, SNORD114-31, FOXF1, FOXP1, GDF7, APOB, LMO3, RND3, MGST1, MSRA, BARX1
- Drugs: Irinotecan, Ramucirumab, Itraconazole, Abemaciclib, Futibatinib, Ipilimumab, Lapatinib, Levoleucovorin, Nivolumab, Pralatrexate, Trastuzumab Deruxtecan, Tremelimumab, Tucatinib, Zanidatamab, Arsenic Trioxide, Avelumab, Cabozantinib, Capmatinib, Ceritinib, Epirubicin, Erlotinib, FLUDEOXYGLUCOSE F 18, Fluorouracil, Lenvatinib, Obeticholic Acid, Oxaliplatin, Panitumumab, Pertuzumab, Regorafenib