Leveraging fine-mapping and multi-population training data to improve cross-population polygenic risk scores

Polygenic risk scores (PRS) suffer reduced accuracy in non-European populations, exacerbating health disparities. We propose PolyPred, a method that improves cross-population PRS by combining two predictors: a new predictor that leverages functionally informed fine-mapping to estimate causal effects...

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Detalles Bibliográficos
Autores principales: Weissbrod, Omer, Kanai, Masahiro, Shi, Huwenbo, Gazal, Steven, Peyrot, Wouter J., Khera, Amit V., Okada, Yukinori, Martin, Alicia R., Finucane, Hilary, Price, Alkes L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9009299/
https://www.ncbi.nlm.nih.gov/pubmed/35393596
http://dx.doi.org/10.1038/s41588-022-01036-9

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