DeCure's autonomous Rare AI scientist is researching a drug-repurposing hypothesis for Kleine-Levin Syndrome — screening already-approved drugs against its 4-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleKleine-Levin Syndrome maps to a 4-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 kleine-levin syndrome 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
plexin D1 (PLXND1) — PLXND1 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 arsdrag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 3H6N · 2.004 Å · ligand ARSENIC (ARS). 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.
Cochrane Database of Systematic Reviews · 2016 · 67 citations · open access
Pharmacological treatment for Kleine-Levin syndrome
AbstractBACKGROUND: This is an updated version of the original Cochrane review, published in 2009, Issue 2.Kleine-Levin syndrome (KLS) is a rare disorder that mainly affects adolescent men. It is characterised by recurrent episodes of hypersomnia, usually accompanied by hyperphagia, cognitive and mood disturbances, abnormal behaviour, such as hypersexuality, and signs of dysautonomia.In 1990, the diagnostic criteria for Kleine-Levin syndrome were modified in the International Classification of Sleep Disorders, where KLS was defined as a syndrome comprised of recurring episodes of undue sleepiness lasting some days, which may or may not be associated with hyperphagia and abnormal behaviour. According to the International Classification of Sleepiness Disorders, 3rd version (ICSD-3), revised in 2014, the Kleine-Levin syndrome is a disorder characterized by recurrent episodes of hypersomnia that last from two days to four weeks, with at least annual recurrence, and hyperphagia (rapid consumption of a large amount of food), usually with onset in early adolescence in males but occasionally in later life and in women. A monosymptomatic form of the disorder with hypersomnia only can occur without binge eating or hypersexuality.The cause of Kleine-Levin syndrome remains unknown, and several treatment strategies have been used. Some medications have been reported to provide benefit in the treatment of patients with KLS, but because of the rarity of the condition, no long-term follow-up therapies have yet been described. OBJECTIVES: This review aimed to evaluate:1. whether pharmacological treatment for Kleine Levin syndrome was effective and safe.2. which drug or category of drugs was effective and safe. SEARCH METHODS: For the latest update, we searched the following sources: the Cochrane Epilepsy Group Specialized Register (7 April 2016); the Cochrane Central Register of Controlled Trials (CENTRAL) via the Cochrane Register of Studies Online CRSO (7 April 2016); MEDLINE (1946 to April 2016); LILACS (7 April 2016); ClinicalTrials.gov (7 April 2016); WHO International Clinical Trials Registry Platform ICTRP (7 April 2016); reference lists of sleep medicine textbooks; review articles and reference lists of articles identified by the search strategies. SELECTION CRITERIA: All randomised controlled trials (RCTs) and quasi-randomised controlled trials looking at pharmacological interventions for Kleine-Levin syndrome were eligible. We had planned to include both parallel-group and cross-over studies. DATA COLLECTION AND ANALYSIS: Two review authors (MMO and CC) had planned to extract the data reported in the original articles. MAIN RESULTS: No studies met the inclusion criteria for this systematic review. AUTHORS' CONCLUSIONS: Therapeutic trials of pharmacological treatment for Kleine-Levin syndrome with a double-blind, placebo-controlled design are needed.
Indian Journal of Psychological Medicine · 2015 · 6 citations · open access
Successful Use of Valproate in Kleine-Levin Syndrome: A Case Report and Review of Cases Reported from India
AbstractKleine-Levin syndrome (KLS) is characterized by recurrent episodes of hypersomnia and other symptoms and it is a really challenging for the physician, since its causes are not yet clear, and available treatment options are not having adequate support. Here, we are reporting a case with successful use of valproate in KLS and also reviewing the cases reported from India.
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.
