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Real-time genomic surveillance for enhanced control of infectious diseases and antimicrobial resistance

Authors: Marc J. Struelens,Catherine Ludden,Guido Werner,Vitali Sintchenko,Pikka Jokelainen,Margaret Ip
Publisher: Frontiers Media SA
Publish date: 2024-4-25
ISSN: 2813-6330 DOI: 10.3389/fsci.2024.1298248
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As a researcher working on variant interpretation pipelines, I’m curious about the scoring matrix used to prioritize pathogenic variants. Specifically, how were the relative weights for gene-disease association, population frequency, and phenotype match determined? Were these weights empirically calibrated using a training set or validated against known clinical cases? Without a documented benchmarking or sensitivity analysis, how can we be confident that the scoring system reliably reflects clinical relevance, especially in cases involving variable expressivity or novel gene associations?

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