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Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative
BACKGROUND: The genetic basis for coronary artery disease (CAD) risk is highly complex. Genome-wide polygenic risk scores (PRS) can help to quantify that risk, but the broader impacts of polygenic risk for CAD are not well characterized. METHODS: We measured polygenic risk for CAD using the meta gen...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9411562/ https://www.ncbi.nlm.nih.gov/pubmed/36034645 http://dx.doi.org/10.1038/s43856-022-00171-y |
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author | Clarke, Shoa L. Parham, Matthew Lankester, Joanna Shadyab, Aladdin H. Liu, Simin Kooperberg, Charles Manson, JoAnn E. Tcheandjieu, Catherine Assimes, Themistocles L. |
author_facet | Clarke, Shoa L. Parham, Matthew Lankester, Joanna Shadyab, Aladdin H. Liu, Simin Kooperberg, Charles Manson, JoAnn E. Tcheandjieu, Catherine Assimes, Themistocles L. |
author_sort | Clarke, Shoa L. |
collection | PubMed |
description | BACKGROUND: The genetic basis for coronary artery disease (CAD) risk is highly complex. Genome-wide polygenic risk scores (PRS) can help to quantify that risk, but the broader impacts of polygenic risk for CAD are not well characterized. METHODS: We measured polygenic risk for CAD using the meta genomic risk score, a previously validated genome-wide PRS, in a subset of genotyped participants from the Women’s Health Initiative and applied a phenome-wide association study framework to assess associations between the PRS and a broad range of blood biomarkers, clinical measurements, and health outcomes. RESULTS: Polygenic risk for CAD is associated with a variety of biomarkers, clinical measurements, behaviors, and diagnoses related to traditional risk factors, as well as risk-enhancing factors. Analysis of adjudicated outcomes shows a graded association between atherosclerosis related outcomes, with the highest odds ratios being observed for the most severe manifestations of CAD. We find associations between increased polygenic risk for CAD and decreased risk for incident breast and lung cancer, with replication of the breast cancer finding in an external cohort. Genetic correlation and two-sample Mendelian randomization suggest that breast cancer association is likely due to horizontal pleiotropy, while the association with lung cancer may be causal. CONCLUSION: Polygenic risk for CAD has broad clinical manifestations, reflected in biomarkers, clinical measurements, behaviors, and diagnoses. Some of these associations may represent direct pathways between genetic risk and CAD while others may reflect pleiotropic effects independent of CAD risk. |
format | Online Article Text |
id | pubmed-9411562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-94115622022-08-27 Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative Clarke, Shoa L. Parham, Matthew Lankester, Joanna Shadyab, Aladdin H. Liu, Simin Kooperberg, Charles Manson, JoAnn E. Tcheandjieu, Catherine Assimes, Themistocles L. Commun Med (Lond) Article BACKGROUND: The genetic basis for coronary artery disease (CAD) risk is highly complex. Genome-wide polygenic risk scores (PRS) can help to quantify that risk, but the broader impacts of polygenic risk for CAD are not well characterized. METHODS: We measured polygenic risk for CAD using the meta genomic risk score, a previously validated genome-wide PRS, in a subset of genotyped participants from the Women’s Health Initiative and applied a phenome-wide association study framework to assess associations between the PRS and a broad range of blood biomarkers, clinical measurements, and health outcomes. RESULTS: Polygenic risk for CAD is associated with a variety of biomarkers, clinical measurements, behaviors, and diagnoses related to traditional risk factors, as well as risk-enhancing factors. Analysis of adjudicated outcomes shows a graded association between atherosclerosis related outcomes, with the highest odds ratios being observed for the most severe manifestations of CAD. We find associations between increased polygenic risk for CAD and decreased risk for incident breast and lung cancer, with replication of the breast cancer finding in an external cohort. Genetic correlation and two-sample Mendelian randomization suggest that breast cancer association is likely due to horizontal pleiotropy, while the association with lung cancer may be causal. CONCLUSION: Polygenic risk for CAD has broad clinical manifestations, reflected in biomarkers, clinical measurements, behaviors, and diagnoses. Some of these associations may represent direct pathways between genetic risk and CAD while others may reflect pleiotropic effects independent of CAD risk. Nature Publishing Group UK 2022-08-25 /pmc/articles/PMC9411562/ /pubmed/36034645 http://dx.doi.org/10.1038/s43856-022-00171-y Text en © The Author(s) 2022 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 Clarke, Shoa L. Parham, Matthew Lankester, Joanna Shadyab, Aladdin H. Liu, Simin Kooperberg, Charles Manson, JoAnn E. Tcheandjieu, Catherine Assimes, Themistocles L. Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative |
title | Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative |
title_full | Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative |
title_fullStr | Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative |
title_full_unstemmed | Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative |
title_short | Broad clinical manifestations of polygenic risk for coronary artery disease in the Women’s Health Initiative |
title_sort | broad clinical manifestations of polygenic risk for coronary artery disease in the women’s health initiative |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9411562/ https://www.ncbi.nlm.nih.gov/pubmed/36034645 http://dx.doi.org/10.1038/s43856-022-00171-y |
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