DeCure's autonomous Respiratory AI scientist is researching a drug-repurposing hypothesis for idiopathic pulmonary fibrosis — screening already-approved drugs against its 39-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleIdiopathic pulmonary fibrosis maps to a 39-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 idiopathic pulmonary fibrosis 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
fibroblast growth factor receptor 4 (FGFR4) — FGFR4 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 1~{r}drag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 8KH8 · 1.49 Å · ligand 1-[4-[(1~{R})-1-[3,5-bis(chloranyl)pyridin-4-yl]ethoxy]-5-cyano-pyridin-2-yl]-3-[6-methanoyl-5-[(4-methyl-2-oxidanylidene-piperazin-1-yl)methyl]-3-(2-morpholin-4-ylethoxy)pyridin-2-yl]urea (VVW). 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.
Seminars in Respiratory and Critical Care Medicine · 2006 · 17 citations
Treatment of Idiopathic Pulmonary Fibrosis
AbstractIdiopathic pulmonary fibrosis (IPF) is a relentlessly progressive lung disease in most cases, and effective treatment is still lacking. This review examines the current status of treatment options and complexities in the management of patients with IPF. Although optimal therapy for IPF has not been identified, ongoing research efforts warrant reason for optimism. Current management of IPF includes not only judicious use of available pharmacological agents tailored to individual circumstances but also patient education through realistic assessment of prognosis, discussion of pros and cons of pharmacotherapy, early consideration of lung transplantation when applicable, treatment of complications, supportive care, and encouragement to participate in clinical trials.
Molecular mechanisms of idiopathic pulmonary fibrosis: Emerging therapeutic approaches
AbstractIdiopathic Pulmonary Fibrosis (IPF) stands as one of the most puzzling interstitial lung diseases within respiratory medicine, marked by a relentless progression that impairs lung function. Despite its elusive etiology, recent breakthroughs in molecular biology and genomics have granted a deeper understanding of the intricate cellular and molecular pathways implicated in its pathogenesis. This paper seeks to provide a comprehensive and up-to-date insight into these molecular mechanisms, emphasizing their significance in the development of novel therapeutic approaches and intervention strategies aimed at curbing the disease's progression and enhancing the life quality of affected 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.
