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Polygenic risk scores: from research tools to clinical instruments
Genome-wide association studies have shown unequivocally that common complex disorders have a polygenic genetic architecture and have enabled researchers to identify genetic variants associated with diseases. These variants can be combined into a polygenic risk score that captures part of an individ...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236300/ https://www.ncbi.nlm.nih.gov/pubmed/32423490 http://dx.doi.org/10.1186/s13073-020-00742-5 |
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author | Lewis, Cathryn M. Vassos, Evangelos |
author_facet | Lewis, Cathryn M. Vassos, Evangelos |
author_sort | Lewis, Cathryn M. |
collection | PubMed |
description | Genome-wide association studies have shown unequivocally that common complex disorders have a polygenic genetic architecture and have enabled researchers to identify genetic variants associated with diseases. These variants can be combined into a polygenic risk score that captures part of an individual’s susceptibility to diseases. Polygenic risk scores have been widely applied in research studies, confirming the association between the scores and disease status, but their clinical utility has yet to be established. Polygenic risk scores may be used to estimate an individual’s lifetime genetic risk of disease, but the current discriminative ability is low in the general population. Clinical implementation of polygenic risk score (PRS) may be useful in cohorts where there is a higher prior probability of disease, for example, in early stages of diseases to assist in diagnosis or to inform treatment choices. Important considerations are the weaker evidence base in application to non-European ancestry and the challenges in translating an individual’s PRS from a percentile of a normal distribution to a lifetime disease risk. In this review, we consider how PRS may be informative at different points in the disease trajectory giving examples of progress in the field and discussing obstacles that need to be addressed before clinical implementation. |
format | Online Article Text |
id | pubmed-7236300 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72363002020-05-27 Polygenic risk scores: from research tools to clinical instruments Lewis, Cathryn M. Vassos, Evangelos Genome Med Review Genome-wide association studies have shown unequivocally that common complex disorders have a polygenic genetic architecture and have enabled researchers to identify genetic variants associated with diseases. These variants can be combined into a polygenic risk score that captures part of an individual’s susceptibility to diseases. Polygenic risk scores have been widely applied in research studies, confirming the association between the scores and disease status, but their clinical utility has yet to be established. Polygenic risk scores may be used to estimate an individual’s lifetime genetic risk of disease, but the current discriminative ability is low in the general population. Clinical implementation of polygenic risk score (PRS) may be useful in cohorts where there is a higher prior probability of disease, for example, in early stages of diseases to assist in diagnosis or to inform treatment choices. Important considerations are the weaker evidence base in application to non-European ancestry and the challenges in translating an individual’s PRS from a percentile of a normal distribution to a lifetime disease risk. In this review, we consider how PRS may be informative at different points in the disease trajectory giving examples of progress in the field and discussing obstacles that need to be addressed before clinical implementation. BioMed Central 2020-05-18 /pmc/articles/PMC7236300/ /pubmed/32423490 http://dx.doi.org/10.1186/s13073-020-00742-5 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Review Lewis, Cathryn M. Vassos, Evangelos Polygenic risk scores: from research tools to clinical instruments |
title | Polygenic risk scores: from research tools to clinical instruments |
title_full | Polygenic risk scores: from research tools to clinical instruments |
title_fullStr | Polygenic risk scores: from research tools to clinical instruments |
title_full_unstemmed | Polygenic risk scores: from research tools to clinical instruments |
title_short | Polygenic risk scores: from research tools to clinical instruments |
title_sort | polygenic risk scores: from research tools to clinical instruments |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236300/ https://www.ncbi.nlm.nih.gov/pubmed/32423490 http://dx.doi.org/10.1186/s13073-020-00742-5 |
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