Neuro Lab · DeCure for X

DeCure for Restless legs syndrome

DeCure's autonomous Neuro AI scientist is researching a drug-repurposing hypothesis for restless legs syndrome — 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 module39 genesLead labNeuro
All cures
NeuroDOID:0050425$DeCureNeuro

The disease map

Disease moduleRestless legs syndrome 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 restless legs 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

protein tyrosine phosphatase receptor type D (PTPRD)PTPRD 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 flcdrag to rotate · scroll to zoom

RCSB Protein Data Bank · entry 2YD6 · 1.35 Å · ligand CITRATE ANION (FLC). Experimental structure, not a prediction.

What the evidence adds up to

Restless legs syndrome is a chronic neurological disorder diagnosed by four clinical criteria from the International RLS Study Group, but misdiagnosis remains routine because its vague symptoms resemble other disorders. A 2018 literature review notes that primary care clinicians struggle to properly diagnose and manage RLS, leaving patients without proper management. A 2005 update on RLS in Switzerland confirms that even after dopaminergic drugs became official first-line treatment, correct diagnosis is still delayed in some patients, prolonging discomfort or painful symptoms for years. The 2005 paper emphasises the need to search systematically for treatable causes and to treat comorbidities such as depression or polyneuropathy separately.

Medication treatment began with opioids in the 17th century, followed by benzodiazepines as the first "modern" treatment. A 1999 review states that Sinemet (levodopa) and dopamine agonists are first-line treatments, with studies showing 90–100% initial efficacy. However, continued use of Sinemet can produce augmentation of symptoms. To combat augmentation, a dopamine agonist like Permax is typically introduced, which has a much lower incidence of augmentation but must be built up slowly. Two newer dopamine agonists, Mirapex and Requip, show therapeutic benefits but are not efficacious enough to replace the tested agonists. The 1999 review concludes that no single therapy can effectively treat RLS patients over the long term without fear of augmentation and undesirable side effects. The 2005 update adds that therapy resistance and severe side effects, particularly augmentation and fibrosis, can be minimised by understanding treatment details and optimal follow-up.

Non-pharmacological approaches are also used. A 2018 paper states that the basis of RLS treatment is combination therapy including medication and non-drug approaches. It systematises directive non-drug approaches with evidence-based effectiveness: body-mind approach, behavioural and cognitive-behavioural second- and third-wave psychotherapy, and rational-emotive-behavioural therapy. The American Academy of Neurology published evidence-based recommendations in 2016 for treating RLS in adults, summarised in a 2017 review, which states that treatment should be considered if symptoms lead to sleep disturbances or significantly affect daytime functions.

What is still missing is research on the genetic basis of RLS, on pathogenetic mechanisms in dopaminergic and other neurotransmitter systems, on iron metabolism in the brain and spinal cord, and on the socioeconomic burden of the disease, as noted in 2005. Neuroanatomical, neurophysiological, neuropharmacological, and neurogenetic findings still need to be merged to reveal the pathophysiology of RLS, according to a 2008 review. No trial has yet identified a single long-term therapy without augmentation or undesirable side effects, and patient stratification by treatable causes or comorbidities remains underdeveloped.

Evidence

Retrieved by DeepSearch across 234,678,978 indexed works and resolved on OpenAlex — ranked by citations, including the results that did not work.

Cureus · 2018 · 23 citations · open access

Differential Diagnosis and Treatment of Restless Legs Syndrome: A Literature Review

AbstractRestless legs syndrome (RLS) is a chronic neurological disorder affecting a growing number of people. Patients describe an irresistible urge to move their lower limbs in times of immobility. Due to its vague symptoms and similarity to other disorders, it has become increasingly difficult for primary care clinicians to properly diagnose and manage RLS. As a result, patients with RLS are routinely misdiagnosed and continue their lives without proper management. This literature review examines the current understanding of the disorder, provides key points to assist clinicians in differentiating RLS from similar disorders, and explores recently updated evidence-based guidelines for the effective management of RLS.

https://doi.org/10.7759/cureus.3297
Swiss Medical Weekly · 2005 · 11 citations · open access

Update on restless legs

AbstractRestless Legs Syndrome (RLS) has become a well known disorder in the medical community in Switzerland within the last ten years, particularly since the official introduction of dopaminergic drugs as first line treatment. However, even today, in some patients a correct diagnosis is delayed, preventing specific therapy and prolonging discomfort or even painful symptoms over years. It is important to recognise the syndrome of restless legs, and it is essential to search systematically for treatable causes and to treat separately frequent comorbidities such as depression or polyneuropathy. It is important to understand the impact of this progressive disease on the personal and professional life of the patient. In addition, therapy resistance and severe side effects, particularly augmentation and fibrosis, can be minimised by understanding important details of treatment and by an optimal follow up of such patients. Research on the genetic basis of RLS, on purported pathogenetic mechanisms in the dopaminergic and other neurotransmittor systems, on iron metabolism in the brain and spinal cord, and the socioeconomic burden of the disease, are urgently needed.

https://doi.org/10.4414/smw.2005.11163
Journal of Turkish Sleep Medicine · 2017 · 1 citations · open access

Restless Legs Syndrome Treatments in Adults: Practice Guideline Summary of American Academy of Neurology

AbstractRestless legs syndrome is a common neurological disorder characterized by intense restlessness, relaxed with action, disturbance in the limbs and unpleasant sensations. Treatment should be considered if restless legs syndrome symptoms lead to sleep disturbances or affect daytime functions significantly. The purpose of this review is to summarize the evidence-based recommendations of the American Academy of Neurology, published in 2016, for the treatment of restless legs syndrome in adults.

https://doi.org/10.4274/jtsm.09709
Counseling Psychology and Psychotherapy · 2018 · 1 citations · open access

Application of cognitive-behavioral psychotherapy in the treatment of restless legs syndrome

AbstractThe paper demonstrates that the basis of treatment of the restless legs syndrome (RLS) is combination therapy, which includes medication and non-pharmacological approaches. The limitations of the medication approach are presented. For the first time, the following directive non-drug approaches used in the treatment of RLS with evidence-based effectiveness are systematized: body-mind approach, behavioral and cognitive-behavioral second- and third-wave psychotherapy, and rational-emotive-behavioral therapy.

https://doi.org/10.17759/cpp.2018260204
Journal of Korean Sleep Research Society · 2008 · 1 citations · open access

Recent Update of Restless Legs Syndrome

AbstractRestless legs syndrome (RLS) is a very frequent neurological disorder characterised by sensory and motor symptoms. The diagnosis of RLS basically relies on the presence of 4 clinical criteria defined by the International RLS Study Group. So RLS is can be composed of various pathogenetic mechanisms. This review focuses on the recent developments in pathophysiology of RLS, with particular emphasis on the background of recent developments in genetics, neuroimaging, and animal studies. Neuroanatomical, neurophysiological, neuropharmacological, and neurogenetic findings have to be merged to reveal the secrets of restless legs syndrome.

https://doi.org/10.13078/jksrs.08005
CNS Spectrums · 1999 · 0 citations

Current Treatment for Restless Legs Syndrome

AbstractABSTRACT Medication treatment for restless legs syndrome (RLS) began with the opioids, which were first introduced as treatment in the 17th century and are still used today. Then came the benzodiazepines, the first “modern” treatment for RLS. Today, Sinemet and the dopamine agonists are first-line treatments—their efficacy make them the most commonly used medications. The benzodiazepines are effective for mild cases of RLS, but are not typically used as a monotherapy and often necessitate combination with the opioids or a dopamine agonist. The opioids can be used in a number of clinical settings, and studies are being conducted to test their efficacy as a long-term monotherapy for certain patients. The advent of dopamine agents, particularly Sinemet, has revolutionized RLS treatments. Studies show 90–100% initial efficacy. However, continued use of Sinemet can produce augmentation of a patient's symptoms. To combat augmentation a dopamine agonist like Permax is typically introduced, which has a much lower incidence of augmentation, but which must be built up slowly to enhance tolerability. Two new dopamine agonists, Mirapex and Requip, demonstrate therapeutic benefits but are not efficacious enough to replace the tested agonists. While treatment of RLS has greatly improved over the history of the disorder, the search still continues for a single therapy that can effectively treat RLS patients over the long term without fear of augmentation and undesirable side effects.

https://doi.org/10.1017/s1092852900025293

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.