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Clinical utility of polygenic scores for cardiometabolic disease in Arabs

Arabs account for 5% of the world population and have a high burden of cardiometabolic disease, yet clinical utility of polygenic risk prediction in Arabs remains understudied. Among 5399 Arab patients, we optimize polygenic scores for 10 cardiometabolic traits, achieving a performance that is bette...

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Autores principales: Shim, Injeong, Kuwahara, Hiroyuki, Chen, NingNing, Hashem, Mais O., AlAbdi, Lama, Abouelhoda, Mohamed, Won, Hong-Hee, Natarajan, Pradeep, Ellinor, Patrick T., Khera, Amit V., Gao, Xin, Alkuraya, Fowzan S., Fahed, Akl C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584889/
https://www.ncbi.nlm.nih.gov/pubmed/37852978
http://dx.doi.org/10.1038/s41467-023-41985-1
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author Shim, Injeong
Kuwahara, Hiroyuki
Chen, NingNing
Hashem, Mais O.
AlAbdi, Lama
Abouelhoda, Mohamed
Won, Hong-Hee
Natarajan, Pradeep
Ellinor, Patrick T.
Khera, Amit V.
Gao, Xin
Alkuraya, Fowzan S.
Fahed, Akl C.
author_facet Shim, Injeong
Kuwahara, Hiroyuki
Chen, NingNing
Hashem, Mais O.
AlAbdi, Lama
Abouelhoda, Mohamed
Won, Hong-Hee
Natarajan, Pradeep
Ellinor, Patrick T.
Khera, Amit V.
Gao, Xin
Alkuraya, Fowzan S.
Fahed, Akl C.
author_sort Shim, Injeong
collection PubMed
description Arabs account for 5% of the world population and have a high burden of cardiometabolic disease, yet clinical utility of polygenic risk prediction in Arabs remains understudied. Among 5399 Arab patients, we optimize polygenic scores for 10 cardiometabolic traits, achieving a performance that is better than published scores and on par with performance in European-ancestry individuals. Odds ratio per standard deviation (OR per SD) for a type 2 diabetes score was 1.83 (95% CI 1.74–1.92), and each SD of body mass index (BMI) score was associated with 1.18 kg/m(2) difference in BMI. Polygenic scores associated with disease independent of conventional risk factors, and also associated with disease severity—OR per SD for coronary artery disease (CAD) was 1.78 (95% CI 1.66–1.90) for three-vessel CAD and 1.41 (95% CI 1.29–1.53) for one-vessel CAD. We propose a pragmatic framework leveraging public data as one way to advance equitable clinical implementation of polygenic scores in non-European populations.
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spelling pubmed-105848892023-10-20 Clinical utility of polygenic scores for cardiometabolic disease in Arabs Shim, Injeong Kuwahara, Hiroyuki Chen, NingNing Hashem, Mais O. AlAbdi, Lama Abouelhoda, Mohamed Won, Hong-Hee Natarajan, Pradeep Ellinor, Patrick T. Khera, Amit V. Gao, Xin Alkuraya, Fowzan S. Fahed, Akl C. Nat Commun Article Arabs account for 5% of the world population and have a high burden of cardiometabolic disease, yet clinical utility of polygenic risk prediction in Arabs remains understudied. Among 5399 Arab patients, we optimize polygenic scores for 10 cardiometabolic traits, achieving a performance that is better than published scores and on par with performance in European-ancestry individuals. Odds ratio per standard deviation (OR per SD) for a type 2 diabetes score was 1.83 (95% CI 1.74–1.92), and each SD of body mass index (BMI) score was associated with 1.18 kg/m(2) difference in BMI. Polygenic scores associated with disease independent of conventional risk factors, and also associated with disease severity—OR per SD for coronary artery disease (CAD) was 1.78 (95% CI 1.66–1.90) for three-vessel CAD and 1.41 (95% CI 1.29–1.53) for one-vessel CAD. We propose a pragmatic framework leveraging public data as one way to advance equitable clinical implementation of polygenic scores in non-European populations. Nature Publishing Group UK 2023-10-18 /pmc/articles/PMC10584889/ /pubmed/37852978 http://dx.doi.org/10.1038/s41467-023-41985-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Shim, Injeong
Kuwahara, Hiroyuki
Chen, NingNing
Hashem, Mais O.
AlAbdi, Lama
Abouelhoda, Mohamed
Won, Hong-Hee
Natarajan, Pradeep
Ellinor, Patrick T.
Khera, Amit V.
Gao, Xin
Alkuraya, Fowzan S.
Fahed, Akl C.
Clinical utility of polygenic scores for cardiometabolic disease in Arabs
title Clinical utility of polygenic scores for cardiometabolic disease in Arabs
title_full Clinical utility of polygenic scores for cardiometabolic disease in Arabs
title_fullStr Clinical utility of polygenic scores for cardiometabolic disease in Arabs
title_full_unstemmed Clinical utility of polygenic scores for cardiometabolic disease in Arabs
title_short Clinical utility of polygenic scores for cardiometabolic disease in Arabs
title_sort clinical utility of polygenic scores for cardiometabolic disease in arabs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584889/
https://www.ncbi.nlm.nih.gov/pubmed/37852978
http://dx.doi.org/10.1038/s41467-023-41985-1
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