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Body Mass Index and the Risk of Atrial Fibrillation: A Mendelian Randomization Study

Although observational studies have shown positive associations between body mass index (BMI) and the risk of atrial fibrillation (AF), the causal relationship is still uncertain owing to the susceptibility to confounding and reverse causation. This study aimed to examine the potential causality of...

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Autores principales: Ma, Mi, Zhi, Hong, Yang, Shengyi, Yu, Evan Yi-Wen, Wang, Lina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9101688/
https://www.ncbi.nlm.nih.gov/pubmed/35565843
http://dx.doi.org/10.3390/nu14091878
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author Ma, Mi
Zhi, Hong
Yang, Shengyi
Yu, Evan Yi-Wen
Wang, Lina
author_facet Ma, Mi
Zhi, Hong
Yang, Shengyi
Yu, Evan Yi-Wen
Wang, Lina
author_sort Ma, Mi
collection PubMed
description Although observational studies have shown positive associations between body mass index (BMI) and the risk of atrial fibrillation (AF), the causal relationship is still uncertain owing to the susceptibility to confounding and reverse causation. This study aimed to examine the potential causality of BMI on AF by conducting a two-sample Mendelian randomization (TSMR) study. Methods: The independent genetic variants associated with BMI (n = 303) at the genome-wide significant level were derived as instrumental variables (IV) from the Genetic Investigation of Anthropometric Traits (GIANT) consortium consisting of 681,275 individuals of European ancestry. We then derived the outcome data from a GWAS meta-analysis comprised of 60,620 cases and 970,216 controls of European ancestry. The TSMR analyses were performed in five methods, namely inverse variance weighted (IVW) method, MR-Egger regression, the weighted median estimator (WME), the generalized summary data-based Mendelian randomization (GSMR), and the robust adjusted profile score (RAPS), to investigate whether BMI was causally associated with the risk of AF. Results: We found a genetically determined 1–standard deviation (SD) increment of BMI causally increased a 42.5% risk of AF (OR = 1.425; 95% CI, 1.346 to 1.509) based on the IVW method, which was consistent with the results of MR-Egger regression, WME, GSMR, as well as RAPS. The Mendelian randomization assumptions did not seem to be violated. Conclusion: This study provides evidence that higher BMI causally increased the risk of AF, suggesting control of BMI and obesity for prevention of AF.
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spelling pubmed-91016882022-05-14 Body Mass Index and the Risk of Atrial Fibrillation: A Mendelian Randomization Study Ma, Mi Zhi, Hong Yang, Shengyi Yu, Evan Yi-Wen Wang, Lina Nutrients Article Although observational studies have shown positive associations between body mass index (BMI) and the risk of atrial fibrillation (AF), the causal relationship is still uncertain owing to the susceptibility to confounding and reverse causation. This study aimed to examine the potential causality of BMI on AF by conducting a two-sample Mendelian randomization (TSMR) study. Methods: The independent genetic variants associated with BMI (n = 303) at the genome-wide significant level were derived as instrumental variables (IV) from the Genetic Investigation of Anthropometric Traits (GIANT) consortium consisting of 681,275 individuals of European ancestry. We then derived the outcome data from a GWAS meta-analysis comprised of 60,620 cases and 970,216 controls of European ancestry. The TSMR analyses were performed in five methods, namely inverse variance weighted (IVW) method, MR-Egger regression, the weighted median estimator (WME), the generalized summary data-based Mendelian randomization (GSMR), and the robust adjusted profile score (RAPS), to investigate whether BMI was causally associated with the risk of AF. Results: We found a genetically determined 1–standard deviation (SD) increment of BMI causally increased a 42.5% risk of AF (OR = 1.425; 95% CI, 1.346 to 1.509) based on the IVW method, which was consistent with the results of MR-Egger regression, WME, GSMR, as well as RAPS. The Mendelian randomization assumptions did not seem to be violated. Conclusion: This study provides evidence that higher BMI causally increased the risk of AF, suggesting control of BMI and obesity for prevention of AF. MDPI 2022-04-29 /pmc/articles/PMC9101688/ /pubmed/35565843 http://dx.doi.org/10.3390/nu14091878 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ma, Mi
Zhi, Hong
Yang, Shengyi
Yu, Evan Yi-Wen
Wang, Lina
Body Mass Index and the Risk of Atrial Fibrillation: A Mendelian Randomization Study
title Body Mass Index and the Risk of Atrial Fibrillation: A Mendelian Randomization Study
title_full Body Mass Index and the Risk of Atrial Fibrillation: A Mendelian Randomization Study
title_fullStr Body Mass Index and the Risk of Atrial Fibrillation: A Mendelian Randomization Study
title_full_unstemmed Body Mass Index and the Risk of Atrial Fibrillation: A Mendelian Randomization Study
title_short Body Mass Index and the Risk of Atrial Fibrillation: A Mendelian Randomization Study
title_sort body mass index and the risk of atrial fibrillation: a mendelian randomization study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9101688/
https://www.ncbi.nlm.nih.gov/pubmed/35565843
http://dx.doi.org/10.3390/nu14091878
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