DeCure's autonomous Cancer AI scientist is researching a drug-repurposing hypothesis for medullary breast carcinoma — screening already-approved drugs against its 5-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleMedullary breast carcinoma maps to a 5-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 medullary breast carcinoma 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
MDM2 proto-oncogene (MDM2) — MDM2 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 {6-[(6-chloro-3-{1-[(4-chlorophenyldrag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 5J7F · 2.0 Å · ligand 4-({6-[(6-chloro-3-{1-[(4-chlorophenyl)methyl]-4-(4-fluorophenyl)-1H-imidazol-5-yl}-1H-indole-2-carbonyl)oxy]hexyl}amino)-4-oxobutanoic acid (6GG). 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.
Archives of Surgery · 1990 · 39 citations
Medullary Carcinoma of the Breast
AbstractWe reviewed 30 cases of breast cancer originally diagnosed as medullary carcinoma during a 10-year period. Of the 30, only 9 proved to be "typical medullary carcinoma" with the associated favorable prognosis. Seven of the remaining 21 cancers were reclassified as "atypical medullary carcinoma," and the remaining 14 were nonmedullary cancers. Overdiagnosis of medullary carcinoma could lead to inappropriately conservative therapy, since medullary carcinoma is a prognostically favorable neoplasm. Those involved with diagnosis and treatment of patients with breast cancer should be aware of this potential problem.
Journal of Breast Cancer · 2009 · 3 citations · open access
Clinical Analysis of Medullary Carcinoma of the Breast
AbstractPurpose Medullary carcinoma of the breast is a variant of breast cancer characterized by the histologic appearance of poorly differentiated cells surrounded by a prominent lymphoid stroma. Medullary carcinoma has been reported to carry a prognosis better than other invasive breast carcinomas, but it is frequently overdiagnosed due to the difficulty in diagnosis. The aim of this study was to assess the clinical manifestations and outcome of medullary carcinoma of the breast. Methods We reviewed the data of 91 patients diagnosed with medullary carcinoma and 3,743 patients with invasive ductal carcinoma, not otherwise specified (NOS) from January 1980 to December 2005 at Yonsei University Severance Hospital. The clinicopathologic features, disease free survival (DFS) and overall survival (OS) for patients with medullary carcinoma were compared with those of the NOS patients. Results With reviewing the pathologic slides, 69 (75.8%) patients had findings compatible with typical medullary carcinoma (TMC) and the remaining 22 (24.2%) patients were reclassified as atypical medullary carcinoma (AMC). Early stage cancer was more frequent at medullary carcinoma and lymph node positive cancer was less frequent at medullary carcinoma. The expression of ER/PR was positive in either the TMC (18.9%/16.2%) and AMC (15.0%/20.0%) as compared to the NOS (63.2%/57.2%), and the difference was significant (p<0.001). In contrast, the HER-2/neu expression rate was significantly higher in the TMC (47.4%) and AMC (45.5%) than in the NOS (28.3%, p=0.001). The 10-year disease free survival and 10-year overall survival of the atypical medullary carcinoma patients (67.8%, 77.8%) were in fact similar to the NOS carcinoma patients (68.3%, 74.7%). There was significant difference in 10-year disease free survival and 10-year overall survival between the TMC (77.8%, 86.0%) and NOS carcinoma (68.3%, 74.7%) patients (p=0.002, p=0.006). Conclusion The clinical outcome of typical medullary carcinoma is favorable in spite of its aggressive pathologic features and it differs from atypical medullary carcinoma. For precise prediction of prognosis of medullary cancer, we should apply strict criteria for the diagnosis of subtype with medullary features.
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.
