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Genetics of height and risk of atrial fibrillation: A Mendelian randomization study
BACKGROUND: Observational studies have identified height as a strong risk factor for atrial fibrillation, but this finding may be limited by residual confounding. We aimed to examine genetic variation in height within the Mendelian randomization (MR) framework to determine whether height has a causa...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7544133/ https://www.ncbi.nlm.nih.gov/pubmed/33031386 http://dx.doi.org/10.1371/journal.pmed.1003288 |
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author | Levin, Michael G. Judy, Renae Gill, Dipender Vujkovic, Marijana Verma, Shefali S. Bradford, Yuki Ritchie, Marylyn D. Hyman, Matthew C. Nazarian, Saman Rader, Daniel J. Voight, Benjamin F. Damrauer, Scott M. |
author_facet | Levin, Michael G. Judy, Renae Gill, Dipender Vujkovic, Marijana Verma, Shefali S. Bradford, Yuki Ritchie, Marylyn D. Hyman, Matthew C. Nazarian, Saman Rader, Daniel J. Voight, Benjamin F. Damrauer, Scott M. |
author_sort | Levin, Michael G. |
collection | PubMed |
description | BACKGROUND: Observational studies have identified height as a strong risk factor for atrial fibrillation, but this finding may be limited by residual confounding. We aimed to examine genetic variation in height within the Mendelian randomization (MR) framework to determine whether height has a causal effect on risk of atrial fibrillation. METHODS AND FINDINGS: In summary-level analyses, MR was performed using summary statistics from genome-wide association studies of height (GIANT/UK Biobank; 693,529 individuals) and atrial fibrillation (AFGen; 65,446 cases and 522,744 controls), finding that each 1-SD increase in genetically predicted height increased the odds of atrial fibrillation (odds ratio [OR] 1.34; 95% CI 1.29 to 1.40; p = 5 × 10(−42)). This result remained consistent in sensitivity analyses with MR methods that make different assumptions about the presence of pleiotropy, and when accounting for the effects of traditional cardiovascular risk factors on atrial fibrillation. Individual-level phenome-wide association studies of height and a height genetic risk score were performed among 6,567 European-ancestry participants of the Penn Medicine Biobank (median age at enrollment 63 years, interquartile range 55–72; 38% female; recruitment 2008–2015), confirming prior observational associations between height and atrial fibrillation. Individual-level MR confirmed that each 1-SD increase in height increased the odds of atrial fibrillation, including adjustment for clinical and echocardiographic confounders (OR 1.89; 95% CI 1.50 to 2.40; p = 0.007). The main limitations of this study include potential bias from pleiotropic effects of genetic variants, and lack of generalizability of individual-level findings to non-European populations. CONCLUSIONS: In this study, we observed evidence that height is likely a positive causal risk factor for atrial fibrillation. Further study is needed to determine whether risk prediction tools including height or anthropometric risk factors can be used to improve screening and primary prevention of atrial fibrillation, and whether biological pathways involved in height may offer new targets for treatment of atrial fibrillation. |
format | Online Article Text |
id | pubmed-7544133 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-75441332020-10-19 Genetics of height and risk of atrial fibrillation: A Mendelian randomization study Levin, Michael G. Judy, Renae Gill, Dipender Vujkovic, Marijana Verma, Shefali S. Bradford, Yuki Ritchie, Marylyn D. Hyman, Matthew C. Nazarian, Saman Rader, Daniel J. Voight, Benjamin F. Damrauer, Scott M. PLoS Med Research Article BACKGROUND: Observational studies have identified height as a strong risk factor for atrial fibrillation, but this finding may be limited by residual confounding. We aimed to examine genetic variation in height within the Mendelian randomization (MR) framework to determine whether height has a causal effect on risk of atrial fibrillation. METHODS AND FINDINGS: In summary-level analyses, MR was performed using summary statistics from genome-wide association studies of height (GIANT/UK Biobank; 693,529 individuals) and atrial fibrillation (AFGen; 65,446 cases and 522,744 controls), finding that each 1-SD increase in genetically predicted height increased the odds of atrial fibrillation (odds ratio [OR] 1.34; 95% CI 1.29 to 1.40; p = 5 × 10(−42)). This result remained consistent in sensitivity analyses with MR methods that make different assumptions about the presence of pleiotropy, and when accounting for the effects of traditional cardiovascular risk factors on atrial fibrillation. Individual-level phenome-wide association studies of height and a height genetic risk score were performed among 6,567 European-ancestry participants of the Penn Medicine Biobank (median age at enrollment 63 years, interquartile range 55–72; 38% female; recruitment 2008–2015), confirming prior observational associations between height and atrial fibrillation. Individual-level MR confirmed that each 1-SD increase in height increased the odds of atrial fibrillation, including adjustment for clinical and echocardiographic confounders (OR 1.89; 95% CI 1.50 to 2.40; p = 0.007). The main limitations of this study include potential bias from pleiotropic effects of genetic variants, and lack of generalizability of individual-level findings to non-European populations. CONCLUSIONS: In this study, we observed evidence that height is likely a positive causal risk factor for atrial fibrillation. Further study is needed to determine whether risk prediction tools including height or anthropometric risk factors can be used to improve screening and primary prevention of atrial fibrillation, and whether biological pathways involved in height may offer new targets for treatment of atrial fibrillation. Public Library of Science 2020-10-08 /pmc/articles/PMC7544133/ /pubmed/33031386 http://dx.doi.org/10.1371/journal.pmed.1003288 Text en © 2020 Levin et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Levin, Michael G. Judy, Renae Gill, Dipender Vujkovic, Marijana Verma, Shefali S. Bradford, Yuki Ritchie, Marylyn D. Hyman, Matthew C. Nazarian, Saman Rader, Daniel J. Voight, Benjamin F. Damrauer, Scott M. Genetics of height and risk of atrial fibrillation: A Mendelian randomization study |
title | Genetics of height and risk of atrial fibrillation: A Mendelian randomization study |
title_full | Genetics of height and risk of atrial fibrillation: A Mendelian randomization study |
title_fullStr | Genetics of height and risk of atrial fibrillation: A Mendelian randomization study |
title_full_unstemmed | Genetics of height and risk of atrial fibrillation: A Mendelian randomization study |
title_short | Genetics of height and risk of atrial fibrillation: A Mendelian randomization study |
title_sort | genetics of height and risk of atrial fibrillation: a mendelian randomization study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7544133/ https://www.ncbi.nlm.nih.gov/pubmed/33031386 http://dx.doi.org/10.1371/journal.pmed.1003288 |
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