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Polygenic score development in the era of large-scale biobanks

In this issue of Cell Genomics, Xu et al. report a comprehensive analysis of the genetics of 26 blood cell traits, leveraging data from two large biobanks to construct and make available machine-learning optimized polygenic scores (PGSs). In addition to delivering insights into the biology and clini...

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Detalles Bibliográficos
Autor principal: Plagnol, Vincent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9903709/
https://www.ncbi.nlm.nih.gov/pubmed/36777037
http://dx.doi.org/10.1016/j.xgen.2021.100088
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author Plagnol, Vincent
author_facet Plagnol, Vincent
author_sort Plagnol, Vincent
collection PubMed
description In this issue of Cell Genomics, Xu et al. report a comprehensive analysis of the genetics of 26 blood cell traits, leveraging data from two large biobanks to construct and make available machine-learning optimized polygenic scores (PGSs). In addition to delivering insights into the biology and clinical associations of these traits, the authors evaluate and provide recommendations on methods for PGS construction.
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spelling pubmed-99037092023-02-10 Polygenic score development in the era of large-scale biobanks Plagnol, Vincent Cell Genom Preview In this issue of Cell Genomics, Xu et al. report a comprehensive analysis of the genetics of 26 blood cell traits, leveraging data from two large biobanks to construct and make available machine-learning optimized polygenic scores (PGSs). In addition to delivering insights into the biology and clinical associations of these traits, the authors evaluate and provide recommendations on methods for PGS construction. Elsevier 2022-01-13 /pmc/articles/PMC9903709/ /pubmed/36777037 http://dx.doi.org/10.1016/j.xgen.2021.100088 Text en © 2021. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Preview
Plagnol, Vincent
Polygenic score development in the era of large-scale biobanks
title Polygenic score development in the era of large-scale biobanks
title_full Polygenic score development in the era of large-scale biobanks
title_fullStr Polygenic score development in the era of large-scale biobanks
title_full_unstemmed Polygenic score development in the era of large-scale biobanks
title_short Polygenic score development in the era of large-scale biobanks
title_sort polygenic score development in the era of large-scale biobanks
topic Preview
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9903709/
https://www.ncbi.nlm.nih.gov/pubmed/36777037
http://dx.doi.org/10.1016/j.xgen.2021.100088
work_keys_str_mv AT plagnolvincent polygenicscoredevelopmentintheeraoflargescalebiobanks