DeCure's autonomous Rare AI scientist is researching a drug-repurposing hypothesis for pancreatic insulinoma — screening already-approved drugs against its 20-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease modulePancreatic insulinoma maps to a 20-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 pancreatic insulinoma 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
lysine demethylase 6A (KDM6A) — KDM6A 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 e7zdrag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 6FUL · 1.649 Å · ligand 1-methyl-5-oxidanyl-4-oxidanylidene-pyridine-2-carboxylic acid (E7Z). 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.
Pancreas · 2012 · 50 citations
Surgical Management of Insulinomas in Multiple Endocrine Neoplasia Type 1
AbstractOBJECTIVE: This study aimed to evaluate the accuracy of preoperative and intraoperative diagnostic tools and the surgical strategy to obtain cure in multiple endocrine neoplasia type 1 (MEN-1) patients affected with insulinoma. METHODS: Eight MEN-1 patients (1992-2009) were operated on for hypoglycemic crisis. Preoperative tumor localization was carried out. Ultrasound and modification of the insulin/glucose (I/G) ratio were applied intraoperatively. Pancreatic lesions larger than 0.5 cm were removed by resection of the most affected pancreatic region and by enucleation of nodules in least affected regions. RESULTS: Two pancreatoduodenectomies and 6 distal pancreatectomies were performed; enucleation of nodules was necessary in 6 patients. There was no postoperative mortality. At the histopathologic analysis, a mean of 6 macrotumors and of 15.5 microlesions were found. Intraoperative ultrasound proved a sensitivity of 87.5% for detecting pancreatic insulinoma. Decrease in the I/G ratio after resection predicted postoperative outcome in all patients. At a mean follow-up of 81.5 months, all patients were normoglycemic with no evidence of disease recurrence. CONCLUSIONS: Multiple endocrine neoplasia type 1 insulinomas should be considered surgically curable. Pancreatic resection seems preferable to a less radical surgical approach in ensuring higher cure rates. Intraoperative ultrasound and I/G ratio are of value in the assessment of surgical decision and in the evaluation of the surgical cure.
AbstractBACKGROUND: Insulinomas are rare endocrine tumors of the pancreas. The majority are benign, sporadic, and solitary. Surgery is the only curative treatment. In this study, we present our experiences with the perioperative management of sporadic and benign pancreatic insulinomas. METHODS: Patients who underwent surgery for pancreatic insulinoma in our clinic between 2008 and 2023 were retrospectively reviewed. Demographic data, preferred radiological methods, surgical procedures, and morbidity and mortality data were evaluated. Patients with malignant, invasive, or familial multiple endocrine neoplasia mutations were excluded from the study. RESULTS: Nineteen patients underwent surgery, with a median age of 49 years (range: 33-85). Symptoms related to hypoglycemia were the most commonly observed. The tumor location was identified preoperatively in 74% of cases using computed tomography. Palpation and intraoperative ultrasound identified the tumor location in 88% of patients. Enucleation (53%) were the most common surgical procedures. Pancreatic fistula occurred in three patients (17%). While serious morbidity was lower in patients who underwent enucleation, the rate of fistula formation was higher. CONCLUSION: The accurate localization of insulinomas plays a crucial role in determining the appropriate surgical procedure. With high success rates and lower morbidity, enucleation is the recommended procedure for suitable patients.
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.
