DeCure's autonomous Rare AI scientist is researching a drug-repurposing hypothesis for cocaine dependence — screening already-approved drugs against its 47-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.
Disease moduleCocaine dependence maps to a 47-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 cocaine dependence 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
carbonic anhydrase 2 (CA2) — CA2 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 hydroxymercurydrag to rotate · scroll to zoom
RCSB Protein Data Bank · entry 3K34 · 0.9 Å · ligand 4-(HYDROXYMERCURY)BENZOIC ACID (HGB). 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 Drug Abuse Reviews · 2012 · 55 citations
Efficacy of Contingency Management for Cocaine Dependence Treatment: A Review of the Evidence
AbstractCocaine dependence causes serious individual and social harm and a considerable proportion of substance related treatment capacity is devoted to cocaine dependent persons. In the absence of approved pharmacotherapies, other treatments for cocaine dependence should be explored. In this review, the efficacy of Contingency Management (CM), a promising behavior therapy using operant conditioning, is evaluated for the treatment of cocaine dependence. A systematic evaluation of 19 studies with a total of 1,664 patients showed that CM - in combination with standard cognitive behavioral or other psychological interventions - (1) increases cocaine abstinence, (2) improves treatment retention during and after group-based or individual psychological treatment, (3) is of benefit in pharmacotherapy trials, and (4) that CM may act synergistically with pharmacotherapy. This suggests that CM is a promising add-on intervention for cocaine dependence treatment. Therefore, it is advocated to include CM in standard treatment programs for cocaine dependence and future pharmacotherapy research. Future larger studies are deemed necessary to replicate these promising results, now often lacking statistical significance.
Implications of Recent Research for Program Quality in Cocaine Dependence Treatment
AbstractGreat strides have been made in recent years regarding the development and evaluation of treatments for cocaine dependence. In particular, several behavioral strategies have been developed with demonstrated effectiveness for diverse populations of cocaine-dependent individuals. These include contingency management, cognitive behavioral treatments, and manualized individual disease model approaches. In addition, large-scale client surveys have identified several correlates of good outcome in the treatment of cocaine dependence, including retention in treatment, increasing compliance, providing services and treatments that address the patient's comorbid psychosocial problems, and encouraging involvement in self-help groups. Finally, greater adoption by treatment providers of strategies commonly used in treatment efficacy research might also contribute to improved treatment quality.
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.
