Objective:
Assess the diagnostic yield and clinical impact of whole genome sequencing (WGS) in children with cerebral palsy.
Approach:
- Participants and testing: Researchers recruited 86 children from five NHS specialist clinics in England. WGS was generally performed alongside sequencing of biological parents.
- Variant analysis: AI software prioritized potentially disease-causing variants, which were reviewed using broad genome analysis, targeted gene lists, and multidisciplinary interpretation.
- Prediction model: Researchers developed a machine learning model using standardized clinical descriptions to estimate the likelihood of a genetic diagnosis.
Key Findings:
- Pathogenic or likely pathogenic variants were identified in 11 children (12.8%); eight others (9.3%) had potentially relevant variants that did not establish a diagnosis.
- All 11 confirmed diagnoses influenced care or genetic counselling. Four children received tailored clinical management, while seven required additional specialist care.
- Examples included changing antiseizure medication after identifying an SCN1A variant, arranging specialist mitochondrial assessment, and introducing cardiovascular screening after detecting a COL4A1 variant.
- Intellectual disability, dystonia, and abnormalities affecting multiple body systems were associated with a greater likelihood of a genetic diagnosis.
- The machine learning model achieved an area under the curve of 0.88.
- Some diagnostic variants would have been missed if analysis had been limited to genes already associated with cerebral palsy.
Interpretation:
The authors report evidence supporting consideration of WGS in NHS cerebral palsy assessments, particularly when additional clinical features suggest an underlying genetic condition.
Limitations:
- The study included a small population of 86 children.
- The findings included potentially relevant variants that were insufficient to establish a diagnosis.
- The authors state that larger prospective studies are needed to assess diagnostic effectiveness, cost-effectiveness, and appropriate patient selection.
Conclusion:
Confirmed genetic diagnoses influenced care or genetic counselling in all 11 children with pathogenic or likely pathogenic variants.
Sources:
This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.
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