DeCure's autonomous Rare AI scientist is researching a drug-repurposing hypothesis for lymphatic malformation 12 — screening already-approved drugs against its 2-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleLymphatic malformation 12 maps to a 2-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 lymphatic malformation 12 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
MyoD family inhibitor domain containing (MDFIC) — MDFIC 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 d12drag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 8ZU3 · 3.1 Å · ligand DODECANE (D12). 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.
Current Opinion in Pediatrics · 2015 · 118 citations
Management of lymphatic malformations in children
AbstractPURPOSE OF REVIEW: To review the literature on lymphatic malformations and to provide current opinion about the management of these lesions. RECENT FINDINGS: Current treatment options include nonoperative management, surgery, sclerotherapy, radiofrequency ablation, and laser therapy. New therapies are emerging, including sildenafil, propranolol, sirolimus, and vascularized lymph node transfer. The primary focus of management centers on the patient's quality of life. SUMMARY: Multimodal treatment of lymphatic malformations continues to expand as new information about the biology and genetics of these lesions is discovered, in addition to knowledge gained from clinical practice. A patient-centered approach should guide timing and modality of treatment. Continued study of lymphatic malformations will increase and solidify a treatment algorithm for these complicated lesions.
Journal of Cutaneous Medicine and Surgery · 2025 · 2 citations · open access
Medical Therapies for Pediatric Lymphatic Malformations: A Systematic Review
AbstractINTRODUCTION: Lymphatic malformations (LM) are vascular anomalies that can be challenging to manage with new medical therapies emerging. This systematic review examines current medical therapies for pediatric patients with LMs that involve the soft tissues. MATERIALS AND METHODS: MEDLINE, Embase, Cochrane Library, and SCOPUS were searched on April 12, 2024, using variations of the keywords "lymphatic malformation" AND "drug therapy" AND "pediatric." Language was limited to English, and no date restriction was applied. Treatment success was defined as a reduction in lesion size of over 10%, with complete response (CR) defined as a reduction in size of over 90%. RESULTS: Our review encompassed 4937 title/abstracts, 436 full-texts and ultimately included 77 studies. Reported success rates were variable, with notable results for alpelisib (oral) (n = 9/9), sirolimus (oral) (n = 257/287), sirolimus (topical) (n = 13/15), acetylsalicylic acid (oral) (n = 18/23), propranolol (oral) (n = 19/29), and sildenafil (oral) (n = 33/71). CR was reported with isotretinoin (n/a) (n = 1/1), cyclophosphamide (iv) (n = 1/2), acetylsalicylic acid (oral) (n = 4/23), sirolimus (topical) (n = 2/15), and sirolimus (oral) (n = 17/287). CONCLUSION: Overall, therapies such as alpelisib and sirolimus showed promising results in the reduction of pediatric LM size; however, additional long-term data are needed to validate their efficacy and safety profile. Limitations of our study include heterogeneity and a potential risk of bias.
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.
