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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9101688 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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