STXBP1
STXBP1-related disorders are rare neurodevelopmental conditions caused by mutations in the STXBP1 gene, a key regulator of brain signaling. They are a leading cause of early-onset epilepsy and often involve developmental delay, movement disorders, and behavioral challenges. Symptoms and severity vary widely across individuals.
Biological Function
Incidence
The estimated incidence of STXBP1-related disorders is approximately 1 in 30,000 births, based on updated analysis of clinical and genetic data.
Research at Northwestern
Research at Northwestern is primarily aimed at resolving variants of uncertain significance (VUS) which confound achieving a precise genetic diagnosis of STXBP1-related DEE. We developed EpiPred, a gene-specific machine learning classifier that predicts the pathogenicity of STXBP1 missense variants.
Key publications include:
A gene-specific machine learning approach for STXBP1 variant pathogenicity prediction.
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bioRxiv. 2025 Aug 9. doi: 10.1101/2025.08.09.669488
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