Gastric adenocarcinoma
diseaseOn this page
Also known as adenocarcinoma - stomachadenocarcinoma of stomachadenocarcinoma of the stomachgastric (stomach) adenocarcinomaSTADstomach adenocarcinoma
Summary
Gastric adenocarcinoma (MONDO:0005036) is a disease (an umbrella term covering 9 Mondo subtypes) with 24 cohort genes (7 GWAS associations across 1 studies) and 365 clinical trials. The dominant Reactome pathway is Constitutive Signaling by Aberrant PI3K in Cancer (5 cohort genes). Molecularly, ERBB2 Amplification confers sensitivity to Trastuzumab in Gastric Adenocarcinoma (CIViC Level A); 19 further subtype–drug associations are mapped below. Top therapeutic interventions include ramucirumab, irinotecan, and tipiracil.
At a glance
- Umbrella term: 9 Mondo subtypes
- Cohort genes: 24
- GWAS associations: 7
- ClinVar variants: 1
- Clinical trials: 365
- Precision-medicine evidence (CIViC): 20 subtype–drug associations
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | gastric adenocarcinoma |
| Mondo ID | MONDO:0005036 |
| EFO | EFO:0000503 |
| Orphanet | 464463 |
| DOID | DOID:3717 |
| ICD-11 | 1855471719 |
| NCIT | C4004 |
| SNOMED CT | 408647009 |
| UMLS | C0278701 |
| MedGen | 82961 |
| GARD | 0027713 |
| Anatomy (UBERON) | UBERON:0000945 |
| Is cancer (heuristic) | no |
Also known as: adenocarcinoma - stomach · adenocarcinoma of stomach · adenocarcinoma of the stomach · gastric (stomach) adenocarcinoma · gastric adenocarcinoma · STAD · stomach adenocarcinoma
Data availability: 1 ClinVar variant · 7 GWAS associations (1 study) · 198 cell lines · 74 intOGen driver records.
Disease family
An umbrella term covering 9 Mondo subtypes.
Classification path: disease › human disease › disease by body system or component › digestive system disorder › digestive system cancer › gastric cancer › gastric carcinoma › gastric adenocarcinoma
Related subtypes (11): gastric cardia carcinoma, gastric fundus carcinoma, gastric pylorus carcinoma, gastric body carcinoma, stomach carcinoma in situ, gastric small cell neuroendocrine carcinoma, gastric squamous cell carcinoma, Epstein-Barr virus-associated gastric carcinoma, hereditary gastric cancer, carcinoma of stomach, salivary gland type, undifferentiated carcinoma of stomach
Subtypes (9): microinvasive gastric cancer, gastric cardia adenocarcinoma, diffuse gastric adenocarcinoma, gastric intestinal type adenocarcinoma, gastric tubular adenocarcinoma, gastric papillary adenocarcinoma, mucinous gastric adenocarcinoma, signet ring cell gastric adenocarcinoma, CTNNA1-related diffuse gastric and lobular breast cancer syndrome
Genetics & variants
GWAS landscape
7 GWAS associations across 1 studies. Top hits map to 5 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs140081212 | 2e-08 | GBA1LP, GBA1LP | G | 1.27 |
| chr2:85874332 | 8e-08 | T | 12.7 | |
| chr11:107643195 | 2e-07 | T | 4.84 | |
| chr11:102118158-A | 4e-07 | A | 4.88 | |
| chr11:107629783 | 1e-06 | A | 7.78 | |
| rs2294008 | 1e-06 | JRK, PSCA | T | 1.21 |
| rs55864139 | 7e-06 | CHD6 | A | 3.12 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST002990 | Helgason H | 2015 | 2,043 | 202,533 | Loss-of-function variants in ATM confer risk of gastric cancer. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|---|
| Tier 1: coding | 1 |
| Tier 2: splice/UTR | 1 |
| Tier 3: regulatory | 0 |
| Tier 4: intronic/intergenic | 5 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 2 |
| low_freq (0.01-0.05) | 0 |
| rare (<0.01) | 3 |
| unknown | 2 |
Functional consequences
| Consequence | Count |
|---|---|
| unknown | 4 |
| intron_variant | 1 |
| 5_prime_UTR_variant | 1 |
| missense_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs140081212 | 1 | 155215184 | 0.354 | intron_variant | GBA1LP, GBA1LP | 2e-08 | Tier 4: intronic/intergenic | |
| chr2:85874332 | 8e-08 | Tier 4: intronic/intergenic | ||||||
| chr11:107643195 | 0.002 | 2e-07 | Tier 4: intronic/intergenic | |||||
| chr11:102118158-A | 0.01 | 4e-07 | Tier 4: intronic/intergenic | |||||
| chr11:107629783 | 1e-06 | Tier 4: intronic/intergenic | ||||||
| rs2294008 | 8 | 142680513 | C>T | 0.471 | 5_prime_UTR_variant | JRK, PSCA | 1e-06 | Tier 2: splice/UTR |
| rs55864139 | 20 | 41420939 | T>A,C,G | 0.003 | missense_variant | CHD6 | 7e-06 | Tier 1: coding |
ClinVar germline variants
1 retrieved; paginated sample, class counts are floors:
1 benign
| ClinVar | Variant (HGVS) | Gene | Classification | Review |
|---|---|---|---|---|
| 12245 | NM_004360.5(CDH1):c.1018A>G (p.Thr340Ala) | CDH1 | Benign | reviewed by expert panel |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 104 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| ATM | Orphanet:100 | Ataxia-telangiectasia |
| ATM | Orphanet:1331 | Familial prostate cancer |
| ATM | Orphanet:145 | Hereditary breast and/or ovarian cancer syndrome |
| ATM | Orphanet:227535 | Hereditary breast cancer |
| ATM | Orphanet:370109 | Ataxia-telangiectasia variant |
| ATM | Orphanet:440437 | Familial colorectal cancer Type X |
| ATM | Orphanet:52416 | Mantle cell lymphoma |
| ATM | Orphanet:67038 | B-cell chronic lymphocytic leukemia |
| TP53 | Orphanet:1333 | Familial pancreatic carcinoma |
| TP53 | Orphanet:145 | Hereditary breast and/or ovarian cancer syndrome |
| TP53 | Orphanet:1501 | Adrenocortical carcinoma |
| TP53 | Orphanet:210159 | Adult hepatocellular carcinoma |
| TP53 | Orphanet:251576 | Gliosarcoma |
| TP53 | Orphanet:251579 | Giant cell glioblastoma |
| TP53 | Orphanet:251899 | Choroid plexus carcinoma |
| TP53 | Orphanet:2807 | Papilloma of choroid plexus |
| TP53 | Orphanet:293199 | Pleomorphic rhabdomyosarcoma |
| TP53 | Orphanet:3318 | Essential thrombocythemia |
| TP53 | Orphanet:524 | Li-Fraumeni syndrome |
| TP53 | Orphanet:52688 | Myelodysplastic syndrome |
| TP53 | Orphanet:585909 | B-lymphoblastic leukemia/lymphoma with t(9;22)(q34.1;q11.2) |
| TP53 | Orphanet:667662 | Breast implant-associated anaplastic large cell lymphoma |
| TP53 | Orphanet:668 | Osteosarcoma |
| TP53 | Orphanet:67038 | B-cell chronic lymphocytic leukemia |
| TP53 | Orphanet:70573 | Small cell lung cancer |
| TP53 | Orphanet:96253 | Cushing disease |
| TP53 | Orphanet:99756 | Alveolar rhabdomyosarcoma |
| TP53 | Orphanet:99757 | Embryonal rhabdomyosarcoma |
| TYMS | Orphanet:1775 | Dyskeratosis congenita |
| CXCR4 | Orphanet:51636 | WHIM syndrome |
| DNMT1 | Orphanet:314404 | Autosomal dominant cerebellar ataxia-deafness-narcolepsy syndrome |
| DNMT1 | Orphanet:456318 | Hereditary sensory neuropathy-deafness-dementia syndrome |
| EGFR | Orphanet:251576 | Gliosarcoma |
| EGFR | Orphanet:251579 | Giant cell glioblastoma |
| ERBB2 | Orphanet:213726 | Serous carcinoma of the corpus uteri |
| ERBB2 | Orphanet:2800 | Extramammary Paget disease |
| ERBB2 | Orphanet:388 | Hirschsprung disease |
| ERBB2 | Orphanet:99976 | Adenocarcinoma of the oesophagus and oesophagogastric junction |
| FGFR1 | Orphanet:168953 | Myeloid/lymphoid neoplasm associated with FGFR1 rearrangement |
| FGFR1 | Orphanet:2117 | Hartsfield syndrome |
| FGFR1 | Orphanet:220386 | Semilobar holoprosencephaly |
| FGFR1 | Orphanet:2396 | Encephalocraniocutaneous lipomatosis |
| FGFR1 | Orphanet:251576 | Gliosarcoma |
| FGFR1 | Orphanet:251579 | Giant cell glioblastoma |
| FGFR1 | Orphanet:251615 | Pilomyxoid astrocytoma |
| FGFR1 | Orphanet:2645 | Osteoglosphonic dysplasia |
| FGFR1 | Orphanet:280200 | Microform holoprosencephaly |
| FGFR1 | Orphanet:314950 | Primary hypereosinophilic syndrome |
| FGFR1 | Orphanet:3157 | Septo-optic dysplasia spectrum |
| FGFR1 | Orphanet:3366 | Non-syndromic metopic craniosynostosis |
Cohort genes → proteins
24 cohort genes, 24 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 5 |
| civic_only | 17 |
| multi_evidence | 2 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| ATM | HGNC:795 | ENSG00000149311 | Q13315 | Serine-protein kinase ATM | gwas,civic_evidence |
| RPS6 | HGNC:10429 | ENSG00000137154 | P62753 | Small ribosomal subunit protein eS6 | civic_evidence |
| TP53 | HGNC:11998 | ENSG00000141510 | P04637 | Cellular tumor antigen p53 | civic_evidence |
| TYMS | HGNC:12441 | ENSG00000176890 | P04818 | Thymidylate synthase | civic_evidence |
| HSPH1 | HGNC:16969 | ENSG00000120694 | Q92598 | Heat shock protein 105 kDa | civic_evidence |
| PBK | HGNC:18282 | ENSG00000168078 | Q96KB5 | Lymphokine-activated killer T-cell-originated protein kinase | civic_evidence |
| SLTM | HGNC:20709 | ENSG00000137776 | Q9NWH9 | SAFB-like transcription modulator | civic_evidence |
| CXCR4 | HGNC:2561 | ENSG00000121966 | P61073 | C-X-C chemokine receptor type 4 | civic_evidence |
| RICTOR | HGNC:28611 | ENSG00000164327 | Q6R327 | Rapamycin-insensitive companion of mTOR | civic_evidence |
| DNMT1 | HGNC:2976 | ENSG00000130816 | P26358 | DNA (cytosine-5)-methyltransferase 1 | civic_evidence |
| EGFR | HGNC:3236 | ENSG00000146648 | P00533 | Epidermal growth factor receptor | civic_evidence |
| EIF4EBP1 | HGNC:3288 | ENSG00000187840 | Q13541 | Eukaryotic translation initiation factor 4E-binding protein 1 | civic_evidence |
| ERBB2 | HGNC:3430 | ENSG00000141736 | P04626 | Receptor tyrosine-protein kinase erbB-2 | civic_evidence |
| FGFR1 | HGNC:3688 | ENSG00000077782 | P11362 | Fibroblast growth factor receptor 1 | civic_evidence |
| FGFR2 | HGNC:3689 | ENSG00000066468 | P21802 | Fibroblast growth factor receptor 2 | civic_evidence |
| PIK3CA | HGNC:8975 | ENSG00000121879 | P42336 | Phosphatidylinositol 4,5-bisphosphate 3-kinase catalytic subunit alpha isoform | civic_evidence |
| PSMB8 | HGNC:9545 | ENSG00000204264 | P28062 | Proteasome subunit beta type-8 | civic_evidence |
| PTEN | HGNC:9588 | ENSG00000171862 | P60484 | Phosphatidylinositol 3,4,5-trisphosphate 3-phosphatase and dual-specificity protein phosphatase PTEN | civic_evidence |
| CDH1 | HGNC:1748 | ENSG00000039068 | P12830 | Cadherin-1 | clinvar |
| CHD6 | HGNC:19057 | ENSG00000124177 | Q8TD26 | ATP-dependent chromatin remodeler CHD6 | gwas |
| HCN3 | HGNC:19183 | ENSG00000143630 | Q9P1Z3 | Potassium/sodium hyperpolarization-activated cyclic nucleotide-gated channel 3 | gwas |
| MTX1 | HGNC:7504 | ENSG00000173171 | Q13505 | Metaxin-1 | gwas |
| MUC1 | HGNC:7508 | ENSG00000185499 | P15941 | Mucin-1 | gwas |
| PSCA | HGNC:9500 | ENSG00000167653 | O43653 | Prostate stem cell antigen | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| ATM | Serine-protein kinase ATM | Serine/threonine protein kinase which activates checkpoint signaling upon double strand breaks (DSBs), apoptosis and genotoxic stresses such as ionizing ultraviolet A light (UVA), thereby acting as a DNA damage sensor. |
| RPS6 | Small ribosomal subunit protein eS6 | Component of the 40S small ribosomal subunit. |
| TP53 | Cellular tumor antigen p53 | Multifunctional transcription factor that induces cell cycle arrest, DNA repair or apoptosis upon binding to its target DNA sequence. |
| TYMS | Thymidylate synthase | Catalyzes the reductive methylation of 2’-deoxyuridine 5’-monophosphate (dUMP) to thymidine 5’-monophosphate (dTMP), using the cosubstrate, 5,10- methylenetetrahydrofolate (CH2H4folate) as a 1-carbon donor and reductant and contributes to… |
| HSPH1 | Heat shock protein 105 kDa | Acts as a nucleotide-exchange factor (NEF) for chaperone proteins HSPA1A and HSPA1B, promoting the release of ADP from HSPA1A/B thereby triggering client/substrate protein release. |
| PBK | Lymphokine-activated killer T-cell-originated protein kinase | Phosphorylates MAP kinase p38. |
| SLTM | SAFB-like transcription modulator | When overexpressed, acts as a general inhibitor of transcription that eventually leads to apoptosis. |
| CXCR4 | C-X-C chemokine receptor type 4 | Receptor for the C-X-C chemokine CXCL12/SDF-1 that transduces a signal by increasing intracellular calcium ion levels and enhancing MAPK1/MAPK3 activation. |
| RICTOR | Rapamycin-insensitive companion of mTOR | Component of the mechanistic target of rapamycin complex 2 (mTORC2), which transduces signals from growth factors to pathways involved in proliferation, cytoskeletal organization, lipogenesis and anabolic output. |
| DNMT1 | DNA (cytosine-5)-methyltransferase 1 | DNA methyltransferase that methylates CpG residues. |
| EGFR | Epidermal growth factor receptor | Receptor tyrosine kinase binding ligands of the EGF family and activating several signaling cascades to convert extracellular cues into appropriate cellular responses. |
| EIF4EBP1 | Eukaryotic translation initiation factor 4E-binding protein 1 | Repressor of translation initiation that regulates EIF4E activity by preventing its assembly into the eIF4F complex: hypophosphorylated form competes with EIF4G1/EIF4G3 and strongly binds to EIF4E, leading to repress translation. |
| ERBB2 | Receptor tyrosine-protein kinase erbB-2 | Protein tyrosine kinase that is part of several cell surface receptor complexes, but that apparently needs a coreceptor for ligand binding. |
| FGFR1 | Fibroblast growth factor receptor 1 | Tyrosine-protein kinase that acts as a cell-surface receptor for fibroblast growth factors and plays an essential role in the regulation of embryonic development, cell proliferation, differentiation and migration. |
| FGFR2 | Fibroblast growth factor receptor 2 | Tyrosine-protein kinase that acts as a cell-surface receptor for fibroblast growth factors and plays an essential role in the regulation of cell proliferation, differentiation, migration and apoptosis, and in the regulation of embryonic de… |
| PIK3CA | Phosphatidylinositol 4,5-bisphosphate 3-kinase catalytic subunit alpha isoform | Phosphoinositide-3-kinase (PI3K) phosphorylates phosphatidylinositol (PI) and its phosphorylated derivatives at position 3 of the inositol ring to produce 3-phosphoinositides. |
| PSMB8 | Proteasome subunit beta type-8 | The proteasome is a multicatalytic proteinase complex which is characterized by its ability to cleave peptides with Arg, Phe, Tyr, Leu, and Glu adjacent to the leaving group at neutral or slightly basic pH. |
| PTEN | Phosphatidylinositol 3,4,5-trisphosphate 3-phosphatase and dual-specificity protein phosphatase PTEN | Dual-specificity protein phosphatase, dephosphorylating tyrosine-, serine- and threonine-phosphorylated proteins. |
| CDH1 | Cadherin-1 | Cadherins are calcium-dependent cell adhesion proteins. |
| CHD6 | ATP-dependent chromatin remodeler CHD6 | ATP-dependent chromatin-remodeling factor. |
| HCN3 | Potassium/sodium hyperpolarization-activated cyclic nucleotide-gated channel 3 | Hyperpolarization-activated ion channel that are permeable to sodium and potassium ions, with an about 3:1 preference for potassium ions. |
| MTX1 | Metaxin-1 | Involved in transport of proteins into the mitochondrion. |
| MUC1 | Mucin-1 | The alpha subunit has cell adhesive properties. |
| PSCA | Prostate stem cell antigen | May be involved in the regulation of cell proliferation. |
Protein-family classification
Druggable: 11 · Difficult: 2 · Unknown: 11 · Druggable fraction: 0.46
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 | 7 | 8.1× | 1e-04 |
| Ion channel | 1 | 4.7× | 0.584 |
| Phosphatase | 1 | 3.5× | 0.584 |
| GPCR | 1 | 1.0× | 0.883 |
| Other/Unknown | 11 | 0.8× | 0.883 |
| Transcription factor | 2 | 0.7× | 0.883 |
| Enzyme (other) | 1 | 0.5× | 0.883 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| ATM | Kinase | yes | 2.7.11.1 | PI3/4_kinase_cat_dom, PIK-rel_kinase_FAT, FATC_dom |
| RPS6 | Other/Unknown | no | Ribosomal_eS6, Ribosomal_eS6-like, Ribosomal_eS6_CS | |
| TP53 | Transcription factor | no | p53_tumour_suppressor, p53-like_TF_DNA-bd_sf, p53_tetrameristn | |
| TYMS | Enzyme (other) | yes | 2.1.1.45 | Thymidylate_synthase, Thymidylate_synthase_AS, Thymidate_synth/dCMP_Mease_dom |
| HSPH1 | Other/Unknown | no | Hsp_70_fam, Heat_shock_70_CS, HSP70_peptide-bd_sf | |
| PBK | Kinase | yes | Prot_kinase_dom, Ser/Thr_kinase_AS, Kinase-like_dom_sf | |
| SLTM | Other/Unknown | no | RRM_dom, SAP_dom, Nucleotide-bd_a/b_plait_sf | |
| CXCR4 | GPCR | yes | GPCR_Rhodpsn, Chemokine_rcpt, CXCR4/ACKR2 | |
| RICTOR | Other/Unknown | no | ARM-type_fold, Pianissimo_N, Pianissimo_fam | |
| DNMT1 | Transcription factor | no | 2.1.1.37 | BAH_dom, C5_MeTfrase, Znf_CXXC |
| EGFR | Kinase | yes | 2.7.10.1 | Rcpt_L-dom, Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom |
| EIF4EBP1 | Other/Unknown | no | EIF4EBP | |
| ERBB2 | Kinase | yes | 2.7.10.1 | Rcpt_L-dom, Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom |
| FGFR1 | Kinase | yes | 2.7.10.1 | Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom, Ig_sub2 |
| FGFR2 | Kinase | yes | 2.7.10.1 | Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom, Ig_sub2 |
| PIK3CA | Kinase | yes | 2.7.1.137 | PI3K_Ras-bd_dom, PI3/4_kinase_cat_dom, PI3K_accessory_dom |
| PSMB8 | Other/Unknown | no | Pept_T1A_subB, Proteasome_sua/b, Proteasome_bsu_CS | |
| PTEN | Phosphatase | yes | 3.1.3.16 | Tyr_Pase_dom, Tyr_Pase_cat, Tensin_C2-dom |
| CDH1 | Other/Unknown | no | Cadherin_Y-type_LIR, Cadherin-like_dom, Cadherin_pro_dom | |
| CHD6 | Other/Unknown | no | SNF2_N, Chromo/chromo_shadow_dom, Helicase_C-like | |
| HCN3 | Ion channel | yes | cNMP-bd_dom, K_chnl_volt-dep_EAG/ELK/ERG, Ion_trans_dom | |
| MTX1 | Other/Unknown | no | Sam37/metaxin_N, Metaxin_GST, Glutathione-S-Trfase_C_sf | |
| MUC1 | Other/Unknown | no | SEA_dom, SEA_dom_sf | |
| PSCA | Other/Unknown | no | LY6_UPA_recep-like, Toxin/TOLIP, Snake_toxin-like_sf |
Expression context
Cohort genes with no expression data: 0.
24 cohort genes are a single-cell marker in ≥1 SCXA experiment.
Breadth distribution (Bgee present_calls)
| Bucket | Genes |
|---|---|
| narrow (1-5 tissues) | 0 |
| moderate (6-20) | 0 |
| broad (>20) | 24 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| calcaneal tendon | 6 |
| sural nerve | 4 |
| corpus callosum | 3 |
| ventricular zone | 3 |
| lower esophagus mucosa | 3 |
| sperm | 2 |
| gingival epithelium | 2 |
| endothelial cell | 2 |
| colonic epithelium | 1 |
| mammary duct | 1 |
| skin of hip | 1 |
| upper leg skin | 1 |
| ganglionic eminence | 1 |
| tendon of biceps brachii | 1 |
| embryo | 1 |
| trabecular bone tissue | 1 |
| bronchial epithelial cell | 1 |
| epithelium of bronchus | 1 |
| primordial germ cell in gonad | 1 |
| male germ cell | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| ATM | 286 | ubiquitous | marker | calcaneal tendon, colonic epithelium, corpus callosum |
| RPS6 | 311 | ubiquitous | marker | skin of hip, upper leg skin, mammary duct |
| TP53 | 223 | ubiquitous | marker | ventricular zone, ganglionic eminence, tendon of biceps brachii |
| TYMS | 262 | ubiquitous | marker | ventricular zone, embryo, trabecular bone tissue |
| HSPH1 | 290 | ubiquitous | marker | primordial germ cell in gonad, bronchial epithelial cell, epithelium of bronchus |
| PBK | 189 | ubiquitous | marker | ventricular zone, sperm, male germ cell |
| SLTM | 291 | ubiquitous | marker | calcaneal tendon, sural nerve, tibia |
| CXCR4 | 281 | ubiquitous | marker | bone marrow, thymus, lymph node |
| RICTOR | 263 | ubiquitous | marker | kidney epithelium, corpus callosum, tibialis anterior |
| DNMT1 | 266 | ubiquitous | marker | oocyte, secondary oocyte, sural nerve |
| EGFR | 285 | ubiquitous | marker | nipple, gingiva, gingival epithelium |
| EIF4EBP1 | 251 | ubiquitous | marker | body of pancreas, parotid gland, lower esophagus mucosa |
| ERBB2 | 276 | ubiquitous | marker | lower esophagus mucosa, right uterine tube, sural nerve |
| FGFR1 | 292 | ubiquitous | marker | buccal mucosa cell, stromal cell of endometrium, calcaneal tendon |
| FGFR2 | 272 | broad | marker | C1 segment of cervical spinal cord, spinal cord, corpus callosum |
| PIK3CA | 284 | ubiquitous | marker | calcaneal tendon, adrenal tissue, tendon |
| PSMB8 | 132 | ubiquitous | marker | granulocyte, leukocyte, spleen |
| PTEN | 256 | ubiquitous | marker | sperm, endothelial cell, calcaneal tendon |
| CDH1 | 245 | broad | marker | jejunal mucosa, esophagus squamous epithelium, gingival epithelium |
| CHD6 | 251 | ubiquitous | marker | sural nerve, calcaneal tendon, endothelial cell |
| HCN3 | 132 | ubiquitous | marker | cortical plate, right hemisphere of cerebellum, cerebellum |
| MTX1 | 134 | ubiquitous | marker | right testis, left testis, testis |
| MUC1 | 247 | ubiquitous | marker | pylorus, pancreatic ductal cell, nasal cavity epithelium |
| PSCA | 133 | broad | marker | lower esophagus mucosa, mucosa of stomach, olfactory segment of nasal mucosa |
Protein interactions among cohort
Intra-cohort edges: 20.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| TP53 | 22,736 |
| EGFR | 18,421 |
| PTEN | 11,626 |
| ERBB2 | 9,659 |
| CDH1 | 8,738 |
| ATM | 7,383 |
| DNMT1 | 7,179 |
| FGFR1 | 5,693 |
| PIK3CA | 5,157 |
| TYMS | 4,628 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| ATM | TP53 | biogrid_interaction, string_interaction |
| CDH1 | EGFR | intact, string_interaction |
| CDH1 | ERBB2 | string_interaction |
| CDH1 | FGFR1 | biogrid_interaction |
| CDH1 | PTEN | string_interaction |
| DNMT1 | TP53 | string_interaction |
| EGFR | ERBB2 | intact, string_interaction |
| EGFR | HSPH1 | intact |
| EGFR | MUC1 | intact |
| EGFR | PIK3CA | string_interaction |
| EGFR | PTEN | string_interaction |
| EIF4EBP1 | RICTOR | string_interaction |
| ERBB2 | MUC1 | biogrid_interaction |
| ERBB2 | PIK3CA | string_interaction |
| FGFR1 | FGFR2 | intact |
| PBK | PTEN | biogrid_interaction |
| PBK | TP53 | biogrid_interaction, intact |
| PIK3CA | PTEN | string_interaction |
| PIK3CA | SLTM | intact |
| PTEN | TP53 | string_interaction |
Structural data
PDB: 22 · AlphaFold-only: 2 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| EGFR | P00533 | 388 |
| TP53 | P04637 | 313 |
| RPS6 | P62753 | 218 |
| PIK3CA | P42336 | 135 |
| FGFR1 | P11362 | 83 |
| ERBB2 | P04626 | 63 |
| FGFR2 | P21802 | 63 |
| TYMS | P04818 | 61 |
| CXCR4 | P61073 | 33 |
| DNMT1 | P26358 | 27 |
| EIF4EBP1 | Q13541 | 24 |
| MUC1 | P15941 | 23 |
| PSMB8 | P28062 | 22 |
| CDH1 | P12830 | 22 |
| RICTOR | Q6R327 | 16 |
| ATM | Q13315 | 14 |
| PTEN | P60484 | 12 |
| HCN3 | Q9P1Z3 | 3 |
| HSPH1 | Q92598 | 1 |
| PBK | Q96KB5 | 1 |
| CHD6 | Q8TD26 | 1 |
| PSCA | O43653 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| MTX1 | Q13505 | 71.83 |
| SLTM | Q9NWH9 | 52.38 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 371. Enrichment computed across 24 evidence-associated genes (22 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 22 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| Constitutive Signaling by Aberrant PI3K in Cancer | 5 | 28.8× | 1e-04 | EGFR, ERBB2, FGFR1, FGFR2, PIK3CA |
| PIP3 activates AKT signaling | 6 | 18.2× | 1e-04 | RICTOR, EGFR, ERBB2, FGFR1, FGFR2, PIK3CA |
| PI5P, PP2A and IER3 Regulate PI3K/AKT Signaling | 5 | 22.0× | 3e-04 | EGFR, ERBB2, FGFR1, FGFR2, PIK3CA |
| PI3K events in ERBB2 signaling | 3 | 91.6× | 3e-04 | EGFR, ERBB2, PIK3CA |
| Signaling by ERBB2 ECD mutants | 3 | 91.6× | 3e-04 | EGFR, ERBB2, PIK3CA |
| Developmental Lineage of Mammary Gland Myoepithelial Cells | 3 | 74.2× | 5e-04 | CDH1, EGFR, ERBB2 |
| Developmental Lineage of Mammary Gland Luminal Epithelial Cells | 3 | 62.3× | 7e-04 | CDH1, ERBB2, MUC1 |
| Signaling by ERBB2 KD Mutants | 3 | 57.7× | 8e-04 | EGFR, ERBB2, PIK3CA |
| PLCG1 events in ERBB2 signaling | 2 | 259.6× | 9e-04 | EGFR, ERBB2 |
| RAF/MAP kinase cascade | 5 | 13.9× | 9e-04 | EGFR, ERBB2, FGFR1, FGFR2, PIK3CA |
| Regulation of TP53 Degradation | 3 | 39.9× | 0.002 | ATM, TP53, RICTOR |
| PI3K Cascade | 3 | 37.1× | 0.002 | FGFR1, FGFR2, PIK3CA |
| Epithelial-Mesenchymal Transition (EMT) during gastrulation | 2 | 129.8× | 0.003 | CDH1, FGFR1 |
| TP53 Regulates Transcription of Caspase Activators and Caspases | 2 | 86.5× | 0.006 | ATM, TP53 |
| ERBB2 Activates PTK6 Signaling | 2 | 74.2× | 0.007 | EGFR, ERBB2 |
| Stabilization of p53 | 2 | 69.2× | 0.007 | ATM, TP53 |
| TFAP2 (AP-2) family regulates transcription of growth factors and their receptors | 2 | 69.2× | 0.007 | EGFR, ERBB2 |
| Developmental Lineage of Mammary Stem Cells | 2 | 69.2× | 0.007 | CDH1, ERBB2 |
| Constitutive Signaling by EGFRvIII | 2 | 64.9× | 0.007 | EGFR, PIK3CA |
| ERBB2 Regulates Cell Motility | 2 | 64.9× | 0.007 | EGFR, ERBB2 |
| Formation of definitive endoderm | 2 | 64.9× | 0.007 | CDH1, CXCR4 |
| Signaling by ALK fusions and activated point mutants | 3 | 20.5× | 0.007 | RPS6, TP53, PIK3CA |
| GAB1 signalosome | 2 | 57.7× | 0.008 | EGFR, PIK3CA |
| GRB2 events in ERBB2 signaling | 2 | 57.7× | 0.008 | EGFR, ERBB2 |
| Constitutive Signaling by Ligand-Responsive EGFR Cancer Variants | 2 | 51.9× | 0.010 | EGFR, PIK3CA |
| TP53 Regulates Transcription of Genes Involved in Cytochrome C Release | 2 | 49.4× | 0.010 | ATM, TP53 |
| Regulation of TP53 Activity through Methylation | 2 | 49.4× | 0.010 | ATM, TP53 |
| Signal transduction by L1 | 2 | 47.2× | 0.010 | EGFR, FGFR1 |
| PI-3K cascade:FGFR1 | 2 | 47.2× | 0.010 | FGFR1, PIK3CA |
| PI-3K cascade:FGFR2 | 2 | 45.1× | 0.011 | FGFR2, PIK3CA |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 24 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| fibroblast growth factor receptor signaling pathway involved in orbitofrontal cortex development | 2 | 468.1× | 0.002 | FGFR1, FGFR2 |
| phosphatidylinositol 3-kinase/protein kinase B signal transduction | 4 | 35.1× | 0.002 | EGFR, ERBB2, PIK3CA, PTEN |
| ventricular zone neuroblast division | 2 | 351.1× | 0.002 | FGFR1, FGFR2 |
| positive regulation of phospholipase activity | 2 | 280.9× | 0.003 | FGFR1, FGFR2 |
| peptidyl-tyrosine phosphorylation | 3 | 52.7× | 0.003 | ERBB2, FGFR1, FGFR2 |
| DNA damage response, signal transduction by p53 class mediator | 3 | 44.8× | 0.004 | ATM, TP53, MUC1 |
| ERBB2-EGFR signaling pathway | 2 | 140.4× | 0.006 | EGFR, ERBB2 |
| lung-associated mesenchyme development | 2 | 140.4× | 0.006 | FGFR1, FGFR2 |
| TORC2 signaling | 2 | 127.7× | 0.006 | RICTOR, PIK3CA |
| branching involved in salivary gland morphogenesis | 2 | 117.0× | 0.006 | FGFR1, FGFR2 |
| epidermal growth factor receptor signaling pathway | 3 | 31.0× | 0.006 | EGFR, ERBB2, PIK3CA |
| positive regulation of epithelial cell proliferation | 3 | 30.5× | 0.006 | EGFR, ERBB2, FGFR2 |
| mitotic G1 DNA damage checkpoint signaling | 2 | 87.8× | 0.009 | TP53, MUC1 |
| positive regulation of MAPK cascade | 4 | 13.4× | 0.009 | EGFR, ERBB2, FGFR1, FGFR2 |
| positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction | 4 | 13.1× | 0.009 | RICTOR, EGFR, FGFR1, PIK3CA |
| replicative senescence | 2 | 82.6× | 0.009 | ATM, TP53 |
| positive regulation of cell growth | 3 | 22.9× | 0.010 | RICTOR, EGFR, ERBB2 |
| TOR signaling | 2 | 63.8× | 0.014 | RPS6, EIF4EBP1 |
| phosphatidylinositol-mediated signaling | 2 | 58.5× | 0.014 | FGFR1, PIK3CA |
| regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction | 2 | 58.5× | 0.014 | RICTOR, PTEN |
| positive regulation of MAP kinase activity | 2 | 54.0× | 0.014 | ERBB2, FGFR1 |
| protein autophosphorylation | 3 | 18.2× | 0.014 | ATM, FGFR1, FGFR2 |
| positive regulation of cell migration | 4 | 10.3× | 0.014 | ATM, CXCR4, RICTOR, EGFR |
| cell migration | 4 | 10.2× | 0.014 | CDH1, FGFR1, PIK3CA, PTEN |
| positive regulation of cell population proliferation | 5 | 7.0× | 0.014 | RPS6, EGFR, FGFR1, FGFR2, PTEN |
| positive regulation of cardiac muscle cell proliferation | 2 | 52.0× | 0.014 | FGFR1, FGFR2 |
| positive regulation of mesenchymal cell proliferation | 2 | 50.1× | 0.014 | FGFR1, FGFR2 |
| midbrain development | 2 | 50.1× | 0.014 | FGFR1, FGFR2 |
| cellular response to gamma radiation | 2 | 50.1× | 0.014 | ATM, TP53 |
| regulation of ERK1 and ERK2 cascade | 2 | 48.4× | 0.014 | ERBB2, FGFR2 |
Therapeutics
Drugs indicated for this disease
4 approved, 23 in late-stage (phase 3) trials. Disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Development status |
|---|---|
| Capecitabine | Approved (phase 4) |
| Ramucirumab | Approved (phase 4) |
| Tislelizumab | Approved (phase 4) |
| Trastuzumab | Approved (phase 4) |
| Albumin Human | Phase 3 (in late-stage trials) |
| Andecaliximab | Phase 3 (in late-stage trials) |
| Avelumab | Phase 3 (in late-stage trials) |
| Bevacizumab | Phase 3 (in late-stage trials) |
| Camrelizumab | Phase 3 (in late-stage trials) |
| Catumaxomab | Phase 3 (in late-stage trials) |
| Cetuximab | Phase 3 (in late-stage trials) |
| Cisplatin | Phase 3 (in late-stage trials) |
| Fluorouracil | Phase 3 (in late-stage trials) |
| Gimeracil | Phase 3 (in late-stage trials) |
| Ipilimumab | Phase 3 (in late-stage trials) |
| Irinotecan | Phase 3 (in late-stage trials) |
| Nivolumab | Phase 3 (in late-stage trials) |
| Olaparib | Phase 3 (in late-stage trials) |
| Oteracil | Phase 3 (in late-stage trials) |
| Oxaliplatin | Phase 3 (in late-stage trials) |
| Paclitaxel | Phase 3 (in late-stage trials) |
| Pembrolizumab | Phase 3 (in late-stage trials) |
| Rivoceranib | Phase 3 (in late-stage trials) |
| Serplulimab | Phase 3 (in late-stage trials) |
| Sintilimab | Phase 3 (in late-stage trials) |
| Sugemalimab | Phase 3 (in late-stage trials) |
| Tegafur | Phase 3 (in late-stage trials) |
Earlier-phase candidates (phase 2, investigational — efficacy not yet established): Atezolizumab, Cadonilimab, Capivasertib, Dexamethasone, Diphenhydramine, Doxorubicin, Durvalumab, Envafolimab, Famotidine, Floxuridine, Imatinib, Ipatasertib, Lenvatinib, Milademetan, Nintedanib, Panitumumab, Romidepsin, Savolitinib, Selumetinib, Surufatinib, Tipiracil, Toripalimab, Trastuzumab Deruxtecan, Tremelimumab.
Drug target analysis
Approved (phase 4): 13 · Phase ≥3: 14 · Phased (≥1): 15 · Undrugged: 9
Druggability breadth: 23 of 24 evidence-associated genes (96%) 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 |
|---|---|
| ATM | AMIODARONE HYDROCHLORIDE |
| RPS6 | GENTAMICIN SULFATE |
| TP53 | NITROFURANTOIN |
| TYMS | FOLIC ACID |
| SLTM | CABOZANTINIB |
| CXCR4 | PLERIXAFOR |
| DNMT1 | DECITABINE |
| EGFR | LEVODOPA |
| ERBB2 | CLOTRIMAZOLE |
| FGFR1 | PONATINIB |
| FGFR2 | PONATINIB |
| PIK3CA | IDELALISIB |
| PSMB8 | BORTEZOMIB |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| TP53 | 196 | 4 |
| EGFR | 175 | 4 |
| FGFR1 | 93 | 4 |
| ERBB2 | 83 | 4 |
| PIK3CA | 67 | 4 |
| FGFR2 | 59 | 4 |
| ATM | 35 | 4 |
| TYMS | 9 | 4 |
| PSMB8 | 7 | 4 |
| DNMT1 | 6 | 4 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| AMIODARONE HYDROCHLORIDE | 4 | ATM, TP53 |
| FURAZOLIDONE | 4 | ATM, TP53 |
| ESTRADIOL ACETATE | 4 | ATM |
| NAFTIFINE HYDROCHLORIDE | 4 | ATM |
| METHYSERGIDE MALEATE | 4 | ATM |
| AMITRIPTYLINE HYDROCHLORIDE | 4 | ATM, TP53 |
| XYLOMETAZOLINE HYDROCHLORIDE | 4 | ATM |
| FLUVOXAMINE MALEATE | 4 | ATM |
| ESTRADIOL VALERATE | 4 | ATM |
| PERMETHRIN | 4 | ATM |
| MITOTANE | 4 | ATM |
| TICLOPIDINE HYDROCHLORIDE | 4 | ATM |
| ENOXIMONE | 4 | ATM |
| METHYLENE BLUE ANHYDROUS | 4 | ATM |
| DITHIAZANINE IODIDE | 4 | ATM |
| ETHACRYNIC ACID | 4 | ATM, TP53 |
| SECNIDAZOLE | 4 | ATM |
| MENADIONE | 4 | ATM, TP53 |
| FENOFIBRATE | 4 | ATM |
| DIPYRIDAMOLE | 4 | ATM |
| GENTAMICIN SULFATE | 4 | RPS6 |
| NITROFURANTOIN | 4 | TP53 |
| DIOSMIN | 4 | TP53 |
| VERTEPORFIN | 4 | TP53 |
| CANDESARTAN CILEXETIL | 4 | TP53 |
| DIENESTROL | 4 | TP53 |
| CLOTRIMAZOLE | 4 | EGFR, ERBB2, TP53 |
| COLCHICINE | 4 | TP53 |
| NABUMETONE | 4 | TP53 |
| SALMETEROL XINAFOATE | 4 | TP53 |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 9.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| EGFR | 6,531 | Binding:6211, Functional:173, ADMET:138, Toxicity:9 |
| PIK3CA | 2,034 | Binding:2009, ADMET:19, Toxicity:4, Functional:2 |
| FGFR1 | 1,465 | Binding:1428, Functional:24, ADMET:13 |
| ERBB2 | 1,221 | Binding:1136, Functional:79, ADMET:6 |
| FGFR2 | 966 | Binding:940, Functional:22, ADMET:4 |
| TP53 | 869 | Binding:775, ADMET:83, Functional:10, Toxicity:1 |
| CXCR4 | 560 | Binding:386, Functional:174 |
| TYMS | 376 | Binding:373, ADMET:2, Functional:1 |
| PSMB8 | 262 | Binding:250, ADMET:9, Functional:3 |
| ATM | 240 | Binding:233, Functional:5, ADMET:2 |
| DNMT1 | 233 | Binding:229, Functional:3, ADMET:1 |
| RPS6 | 108 | Binding:108 |
| RICTOR | 99 | Binding:99 |
| PBK | 90 | Binding:89, Functional:1 |
| EIF4EBP1 | 33 | Binding:33 |
| HSPH1 | 18 | Binding:14, Functional:4 |
| CDH1 | 18 | Binding:18 |
| SLTM | 14 | Binding:14 |
| MUC1 | 13 | Binding:13 |
| PTEN | 8 | Binding:8 |
| HCN3 | 3 | Binding:1, ADMET:1, Functional:1 |
| MTX1 | 1 | Binding:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| ATM | 2.7.11.1 | non-specific serine/threonine protein kinase |
| TYMS | 2.1.1.45 | thymidylate synthase |
| DNMT1 | 2.1.1.37 | DNA (cytosine-5-)-methyltransferase |
| EGFR | 2.7.10.1 | receptor protein-tyrosine kinase |
| ERBB2 | 2.7.10.1 | receptor protein-tyrosine kinase |
| FGFR1 | 2.7.10.1 | receptor protein-tyrosine kinase |
| FGFR2 | 2.7.10.1 | receptor protein-tyrosine kinase |
| PIK3CA | 2.7.1.137, 2.7.1.153, 2.7.11.1 | phosphatidylinositol 3-kinase, phosphatidylinositol-4,5-bisphosphate 3-kinase, non-specific serine/threonine protein kinase |
| PTEN | 3.1.3.16, 3.1.3.67 | protein-serine/threonine phosphatase, phosphatidylinositol-3,4,5-trisphosphate 3-phosphatase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| ATM | 240 |
| RPS6 | 108 |
| TP53 | 869 |
| TYMS | 376 |
| CXCR4 | 560 |
| DNMT1 | 233 |
| EGFR | 6,531 |
| ERBB2 | 1,221 |
| FGFR1 | 1,465 |
| FGFR2 | 966 |
| PIK3CA | 2,034 |
| PSMB8 | 262 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 24; 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) |
|---|---|---|
| AMIODARONE HYDROCHLORIDE | 4 | ATM, TP53 |
| FURAZOLIDONE | 4 | ATM, TP53 |
| ESTRADIOL ACETATE | 4 | ATM |
| NAFTIFINE HYDROCHLORIDE | 4 | ATM |
| METHYSERGIDE MALEATE | 4 | ATM |
| AMITRIPTYLINE HYDROCHLORIDE | 4 | ATM, TP53 |
| XYLOMETAZOLINE HYDROCHLORIDE | 4 | ATM |
| FLUVOXAMINE MALEATE | 4 | ATM |
| ESTRADIOL VALERATE | 4 | ATM |
| PERMETHRIN | 4 | ATM |
| MITOTANE | 4 | ATM |
| TICLOPIDINE HYDROCHLORIDE | 4 | ATM |
| ENOXIMONE | 4 | ATM |
| METHYLENE BLUE ANHYDROUS | 4 | ATM |
| DITHIAZANINE IODIDE | 4 | ATM |
| ETHACRYNIC ACID | 4 | ATM, TP53 |
| SECNIDAZOLE | 4 | ATM |
| MENADIONE | 4 | ATM, TP53 |
| FENOFIBRATE | 4 | ATM |
| DIPYRIDAMOLE | 4 | ATM |
| GENTAMICIN SULFATE | 4 | RPS6 |
| NITROFURANTOIN | 4 | TP53 |
| DIOSMIN | 4 | TP53 |
| VERTEPORFIN | 4 | TP53 |
| CANDESARTAN CILEXETIL | 4 | TP53 |
| DIENESTROL | 4 | TP53 |
| CLOTRIMAZOLE | 4 | EGFR, ERBB2, TP53 |
| COLCHICINE | 4 | TP53 |
| NABUMETONE | 4 | TP53 |
| SALMETEROL XINAFOATE | 4 | TP53 |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 13 | ATM, RPS6, TP53, TYMS, SLTM, CXCR4, DNMT1, EGFR, ERBB2, FGFR1 (+3 more) |
| B | Phased (≥1) drug, not yet approved | 2 | PBK, RICTOR |
| C | Druggable family + PDB, no drug | 2 | PTEN, HCN3 |
| D | Druggable family + AlphaFold only, no drug | 0 | |
| E | Difficult family or no structure, no drug | 7 | HSPH1, EIF4EBP1, CDH1, CHD6, MTX1, MUC1, PSCA |
Undrugged target profiles
9 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| PTEN | 8 | TP53 |
| CDH1 | 18 | EGFR |
| MUC1 | 13 | EGFR |
| HSPH1 | 18 | — |
| EIF4EBP1 | 33 | — |
| CHD6 | 0 | — |
| HCN3 | 3 | — |
| MTX1 | 1 | — |
| PSCA | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 365.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| PHASE2 | 165 |
| Not specified | 69 |
| PHASE1 | 49 |
| PHASE1/PHASE2 | 32 |
| PHASE3 | 30 |
| PHASE2/PHASE3 | 9 |
| EARLY_PHASE1 | 7 |
| PHASE4 | 4 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT00844675 | PHASE4 | COMPLETED | Effects of Oral Rabeprazole on the Prevention of Ulcer Bleeding Following Endoscopic Mucosal Resection |
| NCT00871273 | PHASE4 | TERMINATED | Pharmacokinetic Study of Capecitabine After Total Gastrectomy for Stomach Adenocarcinoma |
| NCT02366819 | PHASE4 | SUSPENDED | Genetic Analysis-Guided Irinotecan Hydrochloride Dosing of mFOLFIRINOX in Treating Patients With Locally Advanced Gastroesophageal or Stomach Cancer |
| NCT06192186 | PHASE4 | UNKNOWN | Adebrelimab Combined With SOX Regimen in Preoperative Neoadjuvant Transformation Therapy for Locally Advanced Gastric Adenocarcinoma |
| NCT01882933 | PHASE3 | ACTIVE_NOT_RECRUITING | D2 Resection and HIPEC (Hyperthermic Intraperitoneal Chemoperfusion) in Locally Advanced Gastric Carcinoma |
| 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 |
| NCT05002127 | PHASE2/PHASE3 | ACTIVE_NOT_RECRUITING | A Study of Evorpacept (ALX148) in Patients With Advanced HER2+ Gastric Cancer (ASPEN-06) |
| NCT05482516 | PHASE3 | RECRUITING | Evaluating Novel Therapies in ctDNA Positive GI Cancers |
| 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 |
| NCT05813015 | PHASE3 | RECRUITING | Study of Comparing of With and Without Sequential Therapy of S-1 |
| NCT06028737 | PHASE2/PHASE3 | RECRUITING | Total Neoadjuvant FLOT Chemotherapy in Locally Advanced Gastric and Gastroesophageal Junction Cancer |
| NCT06203600 | PHASE2/PHASE3 | RECRUITING | Adding Nivolumab to Usual Treatment for People With Advanced Stomach or Esophageal Cancer, PARAMUNE Trial |
| NCT06206733 | PHASE3 | ACTIVE_NOT_RECRUITING | ASKB589 in Combination With CAPOX and PD-1 Inhibitor in Patients With Advanced or Metastatic GC/GEJ Adenocarcinoma |
| NCT07000253 | PHASE2/PHASE3 | RECRUITING | Timing of Minimally Invasive Local Treatment After First-Line Systemic Therapy in Oligometastatic Esophageal or Gastric Adenocarcinoma |
| NCT07001748 | PHASE2/PHASE3 | RECRUITING | Testing the Addition of Paclitaxel Administered Into the Abdominal Cavity Combined With Chemotherapy for Patients With Gastric Cancer Spread to the Abdominal Cavity |
| NCT07018661 | PHASE2/PHASE3 | RECRUITING | [18F]F-FAPI PET/CT and Laparoscopy in Staging Advanced Gastric Cancer |
| NCT07029269 | PHASE3 | RECRUITING | Feasibility of Enhanced Recovery After Surgery Without Prophylactic Abdominal Drainage Tubes After Laparoscopic Distal Gastrectomy For Gastric Cancer |
| NCT07043400 | PHASE3 | RECRUITING | A Study to Investigate Tislelizumab Administered as Subcutaneous Injection Versus Intravenous Infusion Plus Chemotherapy in Patients With Unresectable or Metastatic Gastric or Gastroesophageal Junction Adenocarcinoma |
| NCT07103668 | PHASE3 | RECRUITING | A Phase III Randomized Study in CLDN18.2-positive Unresectable Locally Advanced Gastric Cancer Patients |
| NCT07152405 | PHASE3 | RECRUITING | A Study of BL-M07D1 Versus Investigator’s Choice of Chemotherapy in Patients With HER2-positive Locally Advanced or Metastatic Gastric or Gastro-esophageal Junction Adenocarcinoma |
| NCT07584135 | PHASE3 | NOT_YET_RECRUITING | JS107 in Combination With Toripalimab and Chemotherapy for the Treatment of CLDN18.2-positive Gastric or Gastroesophageal Junction Adenocarcinoma |
| NCT07603349 | PHASE2/PHASE3 | NOT_YET_RECRUITING | Adaptive Adjuvant Therapy After Neoadjuvant Therapy and Gastrectomy for Gastric or Gastroesophageal Junction Adenocarcinoma |
| NCT01283217 | PHASE3 | UNKNOWN | Docetaxel and S1 (DS) Versus S1 and Cisplatin (SP) in Curatively Resected Stage IIIB/IV Gastric Cancer |
| NCT01583361 | PHASE3 | UNKNOWN | SOX Regimen as Neoadjuvant Chemotherapy for AJCC Stage II-III Gastric Cancer |
| NCT01640782 | PHASE3 | COMPLETED | Intergroup Trial of Adjuvant Chemotherapy in Adenocarcinoma of the Stomach |
| NCT01989858 | PHASE3 | TERMINATED | ITACA-S2 (Intergroup Trial in Adjuvant Chemotherapy for Adenocarcinoma of the Stomach) |
| NCT02144727 | PHASE3 | UNKNOWN | A Clinical Trial of D1+ Versus D2 Distal Gastrectomy for Stage IB & II Advanced Gastric Cancer |
| NCT02240524 | PHASE3 | UNKNOWN | Efficacy of HIPEC in the Treatment of Patients With Locally Advanced Gastric Cancer |
| NCT02314117 | PHASE3 | COMPLETED | A Study of Ramucirumab (LY3009806) in Combination With Capecitabine and Cisplatin in Participants With Stomach Cancer |
| NCT02370498 | PHASE3 | COMPLETED | A Study of Pembrolizumab (MK-3475) Versus Paclitaxel for Participants With Advanced Gastric/Gastroesophageal Junction Adenocarcinoma That Progressed After Therapy With Platinum and Fluoropyrimidine (MK-3475-061/KEYNOTE-061) |
| NCT02494583 | PHASE3 | COMPLETED | Study of Pembrolizumab (MK-3475) as First-Line Monotherapy and Combination Therapy for Treatment of Advanced Gastric or Gastroesophageal Junction Adenocarcinoma (MK-3475-062/KEYNOTE-062) |
| NCT02512380 | PHASE3 | UNKNOWN | Neoadjuvant SLOT Versus SOX in Patients With Locally Advanced, Resectable Gastric/Esophagogastric Junction (EGJ) Cancer |
| NCT02545504 | PHASE3 | COMPLETED | Andecaliximab With mFOLFOX6 as First Line Treatment for Advanced Gastric or Gastroesophageal Junction Adenocarcinoma |
| NCT02898077 | PHASE3 | COMPLETED | A Study of Paclitaxel With or Without Ramucirumab (LY3009806) in Participants With Gastric or Gastroesophageal Cancer |
| NCT03042169 | PHASE3 | TERMINATED | Surgical Resection Plus Chemotherapy Versus Chemotherapy Alone in Oligometastatic Stage IV Gastric Cancer |
| NCT03042611 | PHASE3 | COMPLETED | A Study to Evaluate Rivoceranib Plus Best Supportive Care Compared to Placebo Plus Best Supportive Care in Participants With Gastric Cancer |
| NCT03691454 | PHASE2/PHASE3 | UNKNOWN | Compare Neoadjuvant Chemotherapy of DOS Versus SOX in Locally Advanced Gastric Adenocarcinoma. |
| NCT03802591 | PHASE3 | COMPLETED | A Study of CS1001 in Subjects With Gastric Adenocarcinoma or Gastro-Esophageal Junction Adenocarcinoma |
| NCT03973008 | PHASE3 | UNKNOWN | Adujvant CT+CRT vs Adujvant CT After D2 Resection for Locally Advanced Proximal Gastric Adenocarcinoma |
| NCT04499924 | PHASE2/PHASE3 | COMPLETED | Tucatinib, Trastuzumab, Ramucirumab, and Paclitaxel Versus Paclitaxel and Ramucirumab in Previously Treated HER2+ Gastroesophageal Cancer |
Drugs tested across these trials (top 30)
| Molecule | Max phase | Trials referencing |
|---|---|---|
| RAMUCIRUMAB | 4 | 18 |
| IRINOTECAN | 4 | 7 |
| TIPIRACIL | 4 | 6 |
| INDOCYANINE GREEN ACID FORM | 4 | 4 |
| TRIFLURIDINE | 4 | 4 |
| DOSTARLIMAB | 4 | 3 |
| LEUCOVORIN | 4 | 3 |
| TISLELIZUMAB | 4 | 3 |
| CATUMAXOMAB | 4 | 2 |
| FLOXURIDINE | 4 | 2 |
| FLUDEOXYGLUCOSE F 18 | 4 | 2 |
| NIRAPARIB | 4 | 2 |
| PEMBROLIZUMAB | 4 | 2 |
| TUCATINIB | 4 | 2 |
| AVELUMAB | 4 | 1 |
| CABAZITAXEL | 4 | 1 |
| CAPECITABINE | 4 | 1 |
| CAPIVASERTIB | 4 | 1 |
| CAPMATINIB | 4 | 1 |
| CERITINIB | 4 | 1 |
| COBIMETINIB | 4 | 1 |
| DIPHENHYDRAMINE | 4 | 1 |
| FAMOTIDINE | 4 | 1 |
| FLUDARABINE PHOSPHATE | 4 | 1 |
| FLUOROURACIL | 4 | 1 |
| FRUQUINTINIB | 4 | 1 |
| FUTIBATINIB | 4 | 1 |
| LINAGLIPTIN | 4 | 1 |
| OXALIPLATIN | 4 | 1 |
| PANITUMUMAB | 4 | 1 |
Precision-medicine subtype map (CIViC)
Drug × molecular subtype: 20 predictive associations from 21 curated evidence items; also 5 prognostic, 1 oncogenic.
| Molecular subtype | Therapy | Effect | Level | CIViC |
|---|---|---|---|---|
| ERBB2 Amplification | Trastuzumab | Sensitivity/Response | CIViC A | EID1499 +1 |
| CLDN18 positive | FOLFOX-6 Regimen + Zolbetuximab | Sensitivity/Response | CIViC A | EID12215 |
| CLDN18 positive | CAPOX Regimen + Zolbetuximab | Sensitivity/Response | CIViC A | EID12216 |
| EGFR Amplification | Cetuximab | Sensitivity/Response | CIViC B | EID6927 |
| ERBB2 Amplification | Lapatinib | Sensitivity/Response | CIViC B | EID1023 |
| TP53 Mutation | Chemotherapy | Sensitivity/Response | CIViC B | EID850 |
| CXCR4 EXPRESSION | Docetaxel | Resistance | CIViC B | EID949 |
| DNMT1 EXPRESSION | Cisplatin | Resistance | CIViC B | EID946 |
| PTEN Loss | Trastuzumab + Lapatinib | Resistance | CIViC B | EID864 |
| TYMS Overexpression | Raltitrexed | Resistance | CIViC B | EID929 |
| FGFR2 Amplification | Futibatinib | Sensitivity/Response | CIViC C | EID11637 |
| FGFR3::TACC3 Fusion | Futibatinib | Sensitivity/Response | CIViC C | EID11638 |
| MET Amplification | Onartuzumab | Sensitivity/Response | CIViC C | EID689 |
| ATM Underexpression | Olaparib | Sensitivity/Response | CIViC D | EID878 |
| EIF4EBP1 PHOSPHORYLATION | Everolimus | Sensitivity/Response | CIViC D | EID918 |
| FGFR1 Expression | Infigratinib | Sensitivity/Response | CIViC D | EID800 |
| HSPH1 NUCLEAR EXPRESSION | Fluorouracil + Cisplatin | Sensitivity/Response | CIViC D | EID1163 |
| MET Amplification | Cabozantinib | Sensitivity/Response | CIViC D | EID7873 |
| RICTOR Amplification | Vistusertib | Sensitivity/Response | CIViC D | EID1915 |
| RPS6 PHOSPHORYLATION | Everolimus | Sensitivity/Response | CIViC D | EID930 |
Related Atlas pages
- Cohort genes: ATM, RPS6, TP53, TYMS, HSPH1, PBK, SLTM, CXCR4, RICTOR, DNMT1, EGFR, EIF4EBP1, ERBB2, FGFR1, FGFR2, PIK3CA, PSMB8, PTEN, CDH1, CHD6, HCN3, MTX1, MUC1, PSCA
- Drugs: Ramucirumab, Irinotecan, Tipiracil, Indocyanine Green Acid Form, Trifluridine, Dostarlimab, Tislelizumab, Catumaxomab, Floxuridine, FLUDEOXYGLUCOSE F 18, Niraparib, Pembrolizumab, Tucatinib, Avelumab, Cabazitaxel, Capecitabine, Capivasertib, Capmatinib, Ceritinib, Cobimetinib, Diphenhydramine, Famotidine, Fludarabine Phosphate, Fluorouracil, Fruquintinib, Futibatinib, Linagliptin, Oxaliplatin, Panitumumab, Trastuzumab, Cetuximab, Lapatinib, Docetaxel, Cisplatin, Raltitrexed, Onartuzumab, Olaparib, Everolimus, Infigratinib, Cabozantinib