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

被引:26
作者
Ma, Mi [1 ]
Zhi, Hong [2 ]
Yang, Shengyi [1 ]
Yu, Evan Yi-Wen [1 ,3 ]
Wang, Lina [1 ]
机构
[1] Southeast Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Key Lab Environm Med Engn,Minist Educ, Nanjing 210009, Peoples R China
[2] Southeast Univ, Zhong Da Hosp, Dept Cardiol, Nanjing 210009, Peoples R China
[3] Maastricht Univ, Sch Nutr & Translat Res Metab, CAPHRI Care & Publ Hlth Res Inst, NL-6229 Maastricht, Netherlands
基金
中国国家自然科学基金;
关键词
Mendelian randomization; BMI; atrial fibrillation; causal inference; EPICARDIAL ADIPOSE-TISSUE; CAUSAL INFERENCE; OBESITY; INSTRUMENTS; PREVALENCE; PROFILE; TRENDS; FAT;
D O I
10.3390/nu14091878
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
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.
引用
收藏
页数:9
相关论文
共 50 条
[31]   Causal effects of plasma lipids on the risk of atrial fibrillation: A multivariable mendelian randomization study [J].
Jiang, Qi ;
Qin, Dingxin ;
Yang, Ling ;
Lin, Yongping ;
Zhai, Lishang ;
Zhang, Yuli ;
Yang, Gang ;
Wang, Kexin ;
Tong, Debing ;
Li, Xintao ;
Chen, Zijun ;
Huang, Kai ;
Yu, Tianhong ;
Xiang, Xue ;
Cui, Chang ;
Cai, Cheng ;
Shi, Jiaojiao ;
Li, Mingfang ;
Chen, Minglong .
NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2021, 31 (05) :1569-1578
[32]   Smoking, Alcohol Consumption, and Atrial Fibrillation: Mendelian Randomization Study [J].
Ye, Xuejiao ;
Wu, Qian ;
Lv, Qianyu ;
Hou, Xinzheng ;
Yang, Yingtian ;
Yang, Chenyan ;
Wang, Shihan .
CARDIOVASCULAR TOXICOLOGY, 2025, 25 (03) :341-353
[33]   Hypertension and Atrial Fibrillation: A Study on Epidemiology and Mendelian Randomization Causality [J].
Liao, Li-Zhen ;
Wen, Xiu-Yun ;
Zhang, Shao-Zhao ;
Li, Wei-Dong ;
Zhuang, Xiao-Dong .
FRONTIERS IN CARDIOVASCULAR MEDICINE, 2021, 8
[34]   Causal relationship between atrial fibrillation and stroke risk: a Mendelian randomization [J].
He, Chenming ;
Wu, Xinxin ;
Lin, Ling ;
Liu, Changya ;
Li, Min ;
Jiang, Chao ;
Xu, Zhongju ;
Fang, Bangjiang .
JOURNAL OF STROKE & CEREBROVASCULAR DISEASES, 2023, 32 (12)
[35]   Body mass index and risk of infections: a Mendelian randomization study of 101,447 individuals [J].
Winter-Jensen, Matilde ;
Afzal, Shoaib ;
Jess, Tine ;
Nordestgaard, Borge G. ;
Allin, Kristine H. .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2020, 35 (04) :347-354
[36]   Causal Relationship Between Body Mass Index and Risk of Otitis Media with Effusion in Children: A Mendelian Randomization Study [J].
Cao, Jingwen ;
Liu, Wei ;
Yang, Zixuan ;
Qu, Gaoya ;
Zhong, Cuiping .
INDIAN JOURNAL OF OTOLARYNGOLOGY AND HEAD & NECK SURGERY, 2023, 76 (1) :1410-1418
[37]   Exploring the causal relationship between body mass index and keratoconus: a Mendelian randomization study [J].
Wang, Jiaoman ;
Liu, Fangyuan ;
Mo, Jianhao ;
Gong, Di ;
Zheng, Fang ;
Su, Jingjing ;
Ding, Sicheng ;
Yang, Weihua ;
Guo, Ping .
FRONTIERS IN MEDICINE, 2024, 11
[38]   No association between coffee consumption and risk of atrial fibrillation: A Mendelian randomization study [J].
Yuan, Shuai ;
Larsson, Susanna C. .
NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2019, 29 (11) :1185-1188
[39]   Plasma Phospholipid Fatty Acids and Risk of Atrial Fibrillation: A Mendelian Randomization Study [J].
Yuan, Shuai ;
Larsson, Susanna C. .
NUTRIENTS, 2019, 11 (07)
[40]   Diet, Lifestyle Behaviours and Other Risk Factors Associated With Type 2 Diabetes Beyond Body Mass Index: A Mendelian Randomization Study [J].
Jia, Yiming ;
Guo, Daoxia ;
Sun, Lulu ;
Shi, Mengyao ;
Zhang, Kaixin ;
Yang, Pinni ;
Zang, Yuhan ;
Wang, Yu ;
Liu, Fanghua ;
Chen, Guo-Chong ;
Zhang, Yonghong ;
Zhu, Zhengbao .
CANADIAN JOURNAL OF DIABETES, 2022, 46 (08) :822-828