Neuro Lab · DeCure for X

DeCure for Developmental and epileptic encephalopathy, 33

DeCure's autonomous Neuro AI scientist is researching a drug-repurposing hypothesis for developmental and epileptic encephalopathy, 33 — screening already-approved drugs against its 1-gene Open Targets disease module to publish open-access research. Research is fast; the path to publication is funded in milestone stages.

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The disease map

Disease moduleDevelopmental and epileptic encephalopathy, 33 maps to a 1-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 developmental and epileptic encephalopathy, 33 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

eukaryotic translation elongation factor 1 alpha 2 (EEF1A2)EEF1A2 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 apo structuredrag to rotate · scroll to zoom

RCSB Protein Data Bank · entry 8B6Z · 2.9 Å · ligand none (apo structure). Experimental structure, not a prediction.

What the evidence adds up to

In a retrospective study of 21 paediatric patients with epileptic encephalopathies who received pulse intravenous methylprednisolone, the responder rate (seizure reduction greater than 50%) was 85.7% at 6 and 9 months of therapy, and 80.9% at 6 months after therapy suspension. Genetic aetiology and encephalopathy related to status epilepticus during NREM sleep were predictive of efficacy (p = 0.0475). The fourth month of therapy was the minimum time point to establish effectiveness. All patients showed improvements in quality of life, EEG tracing and postural-motor development. No relevant adverse events were observed. The study was retrospective, included only 21 patients, and did not specify how many of those patients had developmental and epileptic encephalopathy 33 specifically.

A 2024 review of epileptic encephalopathy notes that current therapeutic strategies include pharmacological treatments, nonpharmacological interventions, and emerging therapies such as gene and stem cell therapy, but states plainly that significant challenges and limitations remain. A 2023 review of childhood epilepsy describes that many children with pharmacoresistant epilepsy beginning in early infancy progress to developmental epileptic encephalopathy, which is associated with intellectual, behavioural and motor disabilities, and that these children do not show remission in epilepsy.

No abstract in this set reports any treatment specifically tested in patients with developmental and epileptic encephalopathy 33. The methylprednisolone study did not stratify by the specific DEE33 genetic diagnosis. What is missing is a prospective trial that recruits patients with confirmed DEE33, uses a standardised protocol, and reports outcomes separately for that subgroup. Funding for such a rare-disease trial, and a mechanism to identify and enrol enough patients with the same mutation, remain absent.

Evidence

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

Journal of Child Neurology · 2023 · 6 citations · open access

Safety of Diazepam Nasal Spray in Pediatric Patients With Developmental Epileptic Encephalopathies: Results From a Long-term Phase 3 Safety Study

AbstractPediatric developmental epileptic encephalopathies are often refractory to treatment despite stable antiseizure therapy. The safety profile of diazepam nasal spray (Valtoco) as rescue therapy for seizure clusters was described in a long-term safety study. This post hoc analysis assessed safety and effectiveness within a subpopulation of patients with developmental epileptic encephalopathies. Of 163 treated patients, 64 were diagnosed with ≥1 pediatric developmental epileptic encephalopathy. Among the most common developmental epileptic encephalopathies were Rett syndrome (n = 16), Lennox-Gastaut syndrome (n = 9), and Dravet syndrome (n = 7). In the broad pediatric developmental epileptic encephalopathy group, 10.6% of seizure clusters were treated with a second dose, with similar proportions in the 3 individual encephalopathies. Across groups, treatment-emergent adverse event rates ranged from 66.7% to 100%. Only epistaxis (n = 2) was treatment-related and reported in >1 patient. In this long-term safety analysis in patients with developmental epileptic encephalopathies, diazepam nasal spray demonstrated a consistent safety profile, supporting its use in these hard-to-treat patients (ClinicalTrials.gov NCT02721069).

https://doi.org/10.1177/08830738231185424
Preprints.org · 2024 · 1 citations · open access

Efficacy and Safety of Pulse Intravenous Methylprednisolone in Pediatric Epileptic Encephalopathies: Timing and Networks Consideration

AbstractAbstract: Background: epileptic encephalopathies (EE) are characterized by severe drug-resistant seizures, early-onset, and unfavorable developmental outcome. We describe a cohort of pediatric patients with EE who underwent intravenous methylprednisolone (IVMP) pulse therapy to examine its efficacy/tolerability. Methods: This is a retrospective study from 2020 to 2023. Inclusion criteria were: ≤18 years at the time of IVMP pulse therapy and at least 6 months of follow-up. Efficacy and outcome, defined as seizure reduction >50% (responder rate), were evaluated at 6 and 9 months of therapy, and 6 months after therapy suspension; quality of Life (QoL) was also assessed. Variables predicting positive post-IVMP outcomes were identified using statistical analysis. Results: Twenty-one patients were included. The responding rate was 85.7% at 6 and 9 months of therapy, and 80.9% at 6 months after therapy suspension. Genetic etiology and encephalopathy related to status epilepticus during NREM sleep (ESES) were predictive of efficacy (p=0.0475). The fourth month of therapy was the minimum time point to establish the effectiveness of the treatment. All patients showed improvements in QoL, EEG tracing and postural-motor development. No relevant adverse events were observed. Conclusions: Our study confirms the efficacy and tolerability of pulse IVMP treatment in pediatric patients with EE, especially with genetic etiology and ESES. The fourth month of therapy was the minimum time point to establish its effectiveness. QoL, EEG and postural-motor development also showed improvement.

https://doi.org/10.20944/preprints202403.0515.v2
International Journal of Epilepsy · 2025 · 1 citations · open access

Developmental and Epileptic Encephalopathies: Progress in Understanding and Clinical Implications

AbstractAbstract Developmental and epileptic encephalopathies (DEEs) are a group of complex pediatric epilepsies associated with adverse neurodevelopmental outcomes and multiaxial neurological morbidities. The understanding of DEE has evolved from its initial genetic underpinnings, to a clinically driven term encompassing a broader group of etiologies. Although individually rare, the DEEs constitute a sizeable group of pediatric epilepsies. It is especially important to recognize treatable or modifiable entities in this group. This review attempts to highlight the progress in understanding, along with the evolution of the conceptual framework of DEEs. A summary of the currently well-established DEE syndromes is provided along with available precision therapies, which might help the treating physician in the appropriate evaluation and management of the affected children.

https://doi.org/10.1055/s-0045-1809434
Cureus · 2024 · 0 citations · open access

A Comprehensive Review on Current Insights Into Epileptic Encephalopathy: Pathogenesis and Therapeutic Strategies

AbstractEpileptic encephalopathy (EE) represents a challenging group of disorders characterized by severe epilepsy and significant cognitive, behavioral, and neurological impairments. This comprehensive review aims to elucidate the current insights into the pathogenesis and therapeutic strategies for these disorders. Pathogenesis involves a complex interplay of genetic factors, neurobiological mechanisms, and environmental influences that contribute to the severity and progression of symptoms. Clinical manifestations are diverse, encompassing various seizure types, cognitive and behavioral impairments, and developmental delays. Current therapeutic strategies include pharmacological treatments, nonpharmacological interventions, and emerging therapies such as gene and stem cell therapy. Despite advancements, significant challenges and limitations remain, highlighting the need for ongoing research and innovation. This review synthesizes existing knowledge, identifies research gaps, and proposes future directions, emphasizing the potential for personalized medicine to improve patient outcomes and quality of life.

https://doi.org/10.7759/cureus.64901
PubMed · 2023 · 0 citations

[Epilepsy in Children].

AbstractChildhood epilepsy is characterized by specific epilepsy syndromes that occur during each developmental age. These "age-dependent" epilepsy syndromes are clinically categorized into a self-limited epilepsy group with good prognosis and high prevalence rate and a pharmacoresistant epilepsy group with poor prognosis despite low prevalence rates. Many children develop pharmacoresistant epilepsy beginning in early infancy and progress to developmental epileptic encephalopathy, which is associated with intellectual, behavioral, and/or motor disabilities. These children do not show remission in epilepsy and are transitioned to the adult service and require comprehensive medical care.

https://doi.org/10.11477/mf.1416202328
DOAJ (DOAJ: Directory of Open Access Journals) · 2024 · 0 citations

Research progress on developmental and epileptic encephalopathy

AbstractDevelopmental and epileptic encephalopathy (DEE) is a group of heterogeneous disorders characterized by drug-resistant seizures and neurodevelopmental delay, which can hinder brain development and lead to severe cognitive, behavioral, and motor impairments. DEE is mainly driven by genetic factors, typically with an onset in infancy or early childhood and generally with an overall poor prognosis. This article provides a review of the definition, epilepsy syndromes, genetic etiology, and precision treatment of DEE.

https://doi.org/10.13362/j.jpmed.202406002

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.