DeCure's autonomous Cancer AI scientist is researching a drug-repurposing hypothesis for carcinoma — screening already-approved drugs against its 46-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleCarcinoma maps to a 46-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 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
tubulin alpha 1b (TUBA1B) — TUBA1B 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 gtpdrag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 6S8L · 1.801 Å · ligand GUANOSINE-5'-TRIPHOSPHATE (GTP). 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.
Annals of Surgery · 2005 · 85 citations · open access
Treatment Trends in Early-Stage Invasive Lobular Carcinoma
AbstractIn Brief Objective: To examine treatment trends in invasive lobular carcinoma (ILC) over the last 15 years and, in particular, to compare rates of recurrence and disease-free survival associated with breast conservation therapy compared with mastectomy. Summary Background Data: The biologic characteristics of ILC make it difficult to estimate the extent of the disease by either clinical examination or mammography, and can also make it difficult to detect axillary lymph node metastases. Because of this, there has been a bias toward treating ILC with aggressive therapy. Methods: Patients with ILC were selected from the National Cancer Data Base (1989–2001) using an extensive set of inclusion and exclusion criteria. A total of 21,596 patients were selected, including 8108 who received breast conservation therapy and 13,488 who received mastectomy. Analysis included demographic characteristics, trends in usage of sentinel lymph node biopsy, rates of local and distant recurrence, and 5-year disease-free survival rates. Results: The use of breast conversation therapy increased almost threefold during the study period. From 1998 to 2001, the use of sentinel node biopsy increased more than twofold in the breast conservation group (an average of 23% in 1998 versus 57% in 2001), compared with limited usage in the mastectomy group (an average of 10% in 1998 versus 23% in 2001). Local recurrence rates were very low and disease-free survival rates were correspondingly high in both treatment groups for all diagnosis years and across all pathologic tumor size/lymph node status designations. Conclusions: Less invasive treatment options are becoming widely used for invasive lobular carcinoma, yielding outcomes equivalent to those seen with more aggressive treatment. Because of the infiltrative growth pattern and frequent discontinuity seen in invasive lobular carcinoma, there has been a bias toward treating patients with more aggressive surgery, including mastectomy and standard axillary lymph node dissection. Date from the National Cancer Data Base indicate a growing trend toward less invasive treatment, with good treatment outcomes obtained using breast conserving surgery and sentinel lymph node biopsy.
Progress in drug-resistance mechanisms of molecular targeted agents
AbstractMolecular-targeted therapy is a newly developed approach for cancer therapy. Molecular-targeted drugs include mono- targeted and multi-targeted agents. Both of them play an important role in cancer therapy. However,patients who initially respond to targeted-drugs may result in disease progress. Therefore,it is of significance to study drug-resistance mechanisms in the application of molecular targeted agents. We summarize in this review that these mechanisms may include second mutation of targeted gene, the activation of other signal pathway and the effect of some cellular factors.
Key words:
Carcinoma; Molecular-targeted therapy; Drug-resistance mechanism
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.
