Insights from Spatial Measures of Intolerance to Identifying Pathogenic Variants in Developmental and Epileptic Encephalopathies.
Michael SilkAlex de SáMoshe OlshanskyDavid Benjamin AscherPublished in: International journal of molecular sciences (2023)
Developmental and epileptic encephalopathies (DEEs) are a group of epilepsies with early onset and severe symptoms that sometimes lead to death. Although previous work successfully discovered several genes implicated in disease outcomes, it remains challenging to identify causative mutations within these genes from the background variation present in all individuals due to disease heterogeneity. Nevertheless, our ability to detect possible pathogenic variants has continued to improve as in silico predictors of deleteriousness have advanced. We investigate their use in prioritising likely pathogenic variants in epileptic encephalopathy patients' whole exome sequences. We showed that the inclusion of structure-based predictors of intolerance improved upon previous attempts to demonstrate enrichment within epilepsy genes.
Keyphrases
- early onset
- copy number
- genome wide
- late onset
- end stage renal disease
- genome wide identification
- bioinformatics analysis
- newly diagnosed
- ejection fraction
- peritoneal dialysis
- dna methylation
- prognostic factors
- chronic kidney disease
- genome wide analysis
- patient reported outcomes
- transcription factor
- skeletal muscle
- metabolic syndrome
- patient reported
- molecular dynamics simulations