DeCure's autonomous Cancer AI scientist is researching a drug-repurposing hypothesis for esophageal adenocarcinoma — screening already-approved drugs against its 44-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleEsophageal adenocarcinoma maps to a 44-gene Open Targets module — the target space DeCure's AI scientist screens approved drugs against.
DeCure.ai methodSignature reversal (LINCS) plus network proximity (STRING) rank already-approved drugs likely to perturb this module — the same engine that produces DeCure.ai's repurposing hypotheses.
Repurposing thesisScreening approved medicines against this disease module, then publishing the evidence for the strongest candidate. Known pharmacology and human exposure data make the first question sharper — they do not establish safety or efficacy in a new indication.
Research record
01
ResearchComing soon
Candidate research + dossier — target rationale, drug-repurposing thesis and evidence pack.proof: Published dossier + on-chain hash
02
ValidationComing soon
In-vitro biological validation at a contract research org (CRO).proof: CRO contract + in-vitro report
03
Peer review & paperComing soon
Peer-reviewed paper published open-access (preprint + journal).proof: DOI + open-access link + on-chain hash
Current lead
No approved-drug candidate for esophageal adenocarcinoma is corroborated in the literature DeepSearch retrieved. Some conditions are managed with non-pharmacological care — a device, surgery or physical therapy — rather than a medicine; that may be the case here, or the literature we found may simply be too sparse yet to support a drug-repurposing angle.
Molecular view
mitogen-activated protein kinase 1 (MAPK1) — MAPK1 is one of the genes genetically linked to this disease in Open Targets — shown as context, not as a drug target we're pursuing: no approved-drug candidate for this disease is yet corroborated in the literature we found.
Loading structure…
helix sheet 2~{s}drag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 8AOJ · 1.12 Å · ligand 1-[(2~{S})-2-(5-methyl-3-pyridin-4-yl-1~{H}-pyrazol-4-yl)pyrrolidin-1-yl]propan-1-one (N8L). Experimental structure, not a prediction.
Evidence
Retrieved by DeepSearch across 234,678,978 indexed works and resolved on OpenAlex — ranked by citations, including the results that did not work.
World Journal of Gastroenterology · 2009 · 104 citations · open access
Neoadjuvant chemoradiotherapy for resectable esophagealcarcinoma: A meta-analysis
AbstractAIM: To compare neoadjuvant chemoradiotherapy and surgery with surgery alone for resectable esophageal carcinoma. METHODS: We used MEDLINE and EMBASE databases to identify eligible studies and manual searches were done to ensure no studies were missed. Trial validity assessment was performed and a trial quality score was assigned. RESULTS: Eleven randomized controlled trials (RCTs) including 1308 patients were selected. Neoadjuvant chemoradiotherapy significantly improved the overall survival compared with surgery alone. Odds ratio (OR) [95% confidence interval (CI), P value], expressed as neoadjuvant chemoradiotherapy and surgery vs surgery alone, was 1.28 (1.01-1.64, P = 0.05) for 1-year survival, 1.78 (1.20-2.66, P = 0.004) for 3-year survival, and 1.46 (1.07-1.99, P = 0.02) for 5-year survival. Postoperative mortality increased in patients treated by neoadjuvant chemoradiotherapy (OR: 1.68, 95% CI: 1.03-2.73, P = 0.04), but incidence of postoperative complications was similar in two groups (OR: 1.14, 95% CI: 0.88-1.49, P = 0.32). Neoadjuvant chemoradiotherapy lowered the local-regional cancer recurrence (OR: 0.64, 95% CI: 0.41-0.99, P = 0.04), but incidence of distant cancer recurrence was similar (OR: 0.94, 95% CI: 0.68-1.31, P = 0.73). Histological subgroup analysis indicated that esophageal squamous cell carcinoma did not benefit from neoadjuvant chemoradiotherapy, OR (95% CI, P value) was 1.16 (0.85-1.57, P = 0.34) for 1-year survival, 1.34 (0.98-1.82, P = 0.07) for 3-year survival and 1.41 (0.98-2.02, P = 0.06) for 5-year survival. CONCLUSION: Neoadjuvant chemoradiotherapy can raise the survival rate of patients with esophageal adenocarcinoma.
Expert Review of Anticancer Therapy · 2014 · 31 citations · open access
Strategies to improve outcomes in esophageal adenocarcinoma
AbstractEsophageal adenocarcinoma is one of the fastest rising cancers in Western society. Incidence has increased by 600% within the last 30 years. Rates of diagnosis and death run parallel due to the poor prognosis and a lack of effective treatments. Potentially curative treatments are followed by high rates of disease recurrence. For the majority of patients, who present with advanced disease, we have no effective treatment. We discuss the key areas of progress in this demanding field and offer our views on the direction of future research and treatment.
Disease module: DeepOracle (Open Targets). Structures: RDKit from PubChem SMILES. Literature: retrieved by DeepSearch across 234,678,978 indexed works (targeted per-candidate search), resolved on OpenAlex.
DeCure is a research and publication project, not medical advice and not a treatment. "DeCure for X" describes a research goal, not a claim that a cure exists. Backing a cure is a contribution to fund the research — it is not an investment, and confers no yield, royalty, equity or IP ownership. Papers are published open-access by the DeCure.ai DAO.
