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The progression of the ClinGen gene clinical validity classification over time
Jennifer L McGlaughon1, Jennifer L Goldstein1, Courtney Thaxton1
1Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Insights
Determining the optimal reevaluation frequency for gene-disease clinical validity classifications is crucial. This study analyzed curation trends, finding that "Limited" classifications often persist or are refuted over time, especially with large population datasets.
Area of Science:
- Genetics
- Clinical Validity
- Bioinformatics
Background:
- Maintaining accurate gene-disease clinical validity classifications is essential for ClinGen.
- Establishing appropriate timelines for reevaluating these classifications is necessary for clinical practice.
Purpose of the Study:
- To provide guidance on the optimal frequency for reevaluating gene-disease associations.
- To analyze trends in gene-disease classification over time and identify influencing factors.
Main Methods:
- A retrospective analysis of 30 gene curations was performed.
- Curations were simulated at one-year intervals from the first publication date.
- Trends in classification changes and influencing factors were observed.
Main Results:
- Gene-disease associations progressed fastest from "Moderate" to "Strong" or "Definitive" classifications.
- "Limited" classifications persisting for over five years were likely to remain "Limited" or become "Disputed/Refuted."
- Large population datasets and advancements in sequencing technology impacted reclassifications.
Conclusions:
- Key considerations for determining gene-disease association reevaluation frequency were identified.
- The study highlights the dynamic nature of gene-disease validity classifications.
- Evidence quantity and type, influenced by technology, affect classification stability.
Abstract:
In order for ClinGen to maintain up-to-date gene-disease clinical validity classifications for use by clinicians and clinical laboratories, an appropriate timeline for reevaluating curated gene-disease associations will need to be determined. To provide guidance on how often a gene-disease association should be recurated, a retrospective analysis of 30 gene curations was performed. Curations were simulated at one-year intervals starting with the year of the first publication to assert disease-causing variants in the gene to observe trends in the classification over time, as well as factors that influenced changes in classification. On average, gene-disease associations spent the least amount of time in the "Moderate" classification before progressing to "Strong" or "Definitive." In contrast, gene-disease associations that spent five or more years in the "Limited" classification were most likely to remain "Limited" or become "Disputed/Refuted." Large population datasets contributed to the reclassification of several gene-disease associations from "Limited" to "Disputed/Refuted." Finally, recent advancements in sequencing technology correlated with an increase in the quantity of case-level evidence that was curated per paper. This study provided a number of key points to consider when determining how often to recurate a gene-disease association.
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