Causal effects of plasma lipids on the risk of atrial fibrillation: A multivariable mendelian randomization study

被引:26
作者
Jiang, Qi [1 ]
Qin, Dingxin [2 ]
Yang, Ling [1 ]
Lin, Yongping [3 ]
Zhai, Lishang [3 ]
Zhang, Yuli [4 ]
Yang, Gang [3 ]
Wang, Kexin [3 ]
Tong, Debing [1 ]
Li, Xintao [1 ]
Chen, Zijun [1 ]
Huang, Kai [1 ]
Yu, Tianhong [1 ]
Xiang, Xue [5 ]
Cui, Chang [3 ]
Cai, Cheng [3 ]
Shi, Jiaojiao [3 ]
Li, Mingfang [3 ]
Chen, Minglong [3 ]
机构
[1] Soochow Univ, Dept Cardiol, Affiliated Hosp 3, Changzhou, Peoples R China
[2] Harvard Med Sch, Massachusetts Gen Hosp, Dept Med, Cardiovasc Div, Boston, MA 02115 USA
[3] Nanjing Med Univ, Dept Cardiol, Affiliated Hosp 1, Nanjing, Peoples R China
[4] Third Peoples Hosp Changzhou, Dept Pharm, Changzhou, Peoples R China
[5] Seventh Peoples Hosp Changzhou, Dept Cardiol, Changzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Plasma lipids; Atrial fibrillation; Causal effect; Mendelian randomization; WIDE ASSOCIATION METAANALYSIS; CHOLESTEROL PARADOX; EPIDEMIOLOGY; INSTRUMENTS; LIPOPROTEIN; DETERMINANTS; BIAS;
D O I
10.1016/j.numecd.2021.02.011
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background and aims: Observational studies have suggested that plasma lipids contribute substantially to cardiovascular disease, but "cholesterol paradox" in atrial fibrillation (AF) remains. We sought to investigate the causal effects of lipid profiles on the risk of AF. Methods and results: Two-sample Mendelian randomization (MR) framework was implemented to examine the causality of association. Summary estimations of genetic variants associated with low density lipoprotein (LDL)-cholesterol, high density lipoprotein (HDL)-cholesterol, total cholesterol, triglycerides, lipoprotein-a [Lp(a)], apolipoprotein A1 (ApoA 1), and apolipoprotein B (ApoB) were 81, 99, 96, 61, 30, 10, and 23 single nucleotide polymorphisms, respectively. Genetic association with AF were retrieved from a genome-wide association study that included 1,030,836 individuals. The complications for AF were predefined as cardioembolic stroke (CES) and heart failure (HF). In the multivariable MR, the odds ratios for AF per standard deviation (SD) increase were 1.030 (95% confidence interval (CI) 0.979-1. 083; P = 0.257) for LDLcholesterol, 0.986 (95% CI 0.931-1.044; P = 0.622) for HDL-cholesterol, 0.965 (95% CI 0.896-1.041; P = 0.359) for triglycerides, 1.001 (95% CI 1.000-1.003 ; P = 0.023) for Lp(a), 1.017 (95% CI 0.966-1.070; P = 0.518) for ApoA1, and 1.002 (95% CI 0.963-1.043; P = 0.923) for ApoB. There was no evidence that other lipid components were causally associated with AF, CES, or HF, other than for a marginal association between triglycerides and HF. Conclusions: This MR study provides robust evidence that high Lp(a) increases the risk of AF, suggesting that interventions targeting Lp(a) may contribute to the primary prevention of AF. (c) 2021 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:1569 / 1578
页数:10
相关论文
共 49 条
[1]   Validation and Quantification of Genetic Determinants of Lipoprotein-a Levels and Predictive Value for Angiographic Coronary Artery Disease [J].
Anderson, Jeffrey L. ;
Knight, Stacey ;
May, Heidi T. ;
Horne, Benjamin D. ;
Bair, Tami L. ;
Huntinghouse, John A. ;
Rollo, Jeffrey S. ;
Muhlestein, Joseph B. ;
Carlquist, John F. .
AMERICAN JOURNAL OF CARDIOLOGY, 2013, 112 (06) :799-804
[2]   Cholesterol paradox in patients with paroxysmal atrial fibrillation [J].
Annoura, M ;
Ogawa, M ;
Kumagai, K ;
Zhang, B ;
Saku, K ;
Arakawa, K .
CARDIOLOGY, 1999, 92 (01) :21-27
[3]   Associations of Lipoprotein(a) Levels With Incident Atrial Fibrillation and Ischemic Stroke: The ARIC (Atherosclerosis Risk in Communities) Study [J].
Aronis, Konstantinos N. ;
Di Zhao ;
Hoogeveen, Ron C. ;
Alonso, Alvaro ;
Ballantyne, Christie M. ;
Guallar, Eliseo ;
Jones, Steven R. ;
Martin, Seth S. ;
Nazarian, Saman ;
Steffen, Brian T. ;
Virani, Salim S. ;
Michos, Erin D. .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2017, 6 (12)
[4]   Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator [J].
Bowden, Jack ;
Smith, George Davey ;
Haycock, Philip C. ;
Burgess, Stephen .
GENETIC EPIDEMIOLOGY, 2016, 40 (04) :304-314
[5]   Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression [J].
Bowden, Jack ;
Smith, George Davey ;
Burgess, Stephen .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) :512-525
[6]   Calculating statistical power in Mendelian randomization studies [J].
Brion, Marie-Jo A. ;
Shakhbazov, Konstantin ;
Visscher, Peter M. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (05) :1497-1501
[7]   Sensitivity Analyses for Robust Causal Inference from Mendelian Randomization Analyses with Multiple Genetic Variants [J].
Burgess, Stephen ;
Bowden, Jack ;
Fall, Tove ;
Ingelsson, Erik ;
Thompson, Simon G. .
EPIDEMIOLOGY, 2017, 28 (01) :30-42
[8]  
Burgess S, 2015, AM J EPIDEMIOL, V181, P251, DOI 10.1093/aje/kwu283
[9]   Avoiding bias from weak instruments in Mendelian randomization studies [J].
Burgess, Stephen ;
Thompson, Simon G. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (03) :755-764
[10]   Epidemiology and natural history of atrial fibrillation: Clinical implications [J].
Chugh, SS ;
Blackshear, JL ;
Shen, WK ;
Hammill, SC ;
Gersh, BJ .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2001, 37 (02) :371-378