Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China; Department of Cardiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, China.
Diabetes Res Clin Pract. 2024 May;211:111679. doi: 10.1016/j.diabres.2024.111679. Epub 2024 Apr 20.
To investigate the causal relationship between metabolic syndrome (MetS) and its components and 14 cardiovascular diseases using Mendelian randomization (MR).
We used summary statistics from large-scale genome-wide association studies of MetS, its components, and cardiovascular diseases. We performed a two-sample MR analysis using the inverse-variance weighted method and other sensitivity methods. We also performed multivariate MR to adjust for potential risk factors.
Our study found that MetS was causally associated with an increased risk of ischemic stroke, abdominal aortic aneurysm, pulmonary embolism, coronary heart disease, heart failure, and peripheral artery disease. Waist circumference was causally associated with an increased risk of 6 cardiovascular diseases. Type 2 diabetes mellitus, diastolic blood pressure, systolic blood pressure, triglycerides, and high-density lipoprotein cholesterol were all causally associated with coronary heart disease, with varying causal relationships with the remaining 5 cardiovascular diseases. Multivariate MR showed that, except for ischaemic stroke, waist circumference remained causally associated with the remaining five cardiovascular diseases after adjusting for potential confounders.
Our study provides evidence that metabolic syndrome is causally associated with 6 cardiovascular diseases. Waist circumference is the most important component of these relationships. These findings have implications for the prevention and management of metabolic syndrome and cardiovascular diseases.
利用孟德尔随机化(MR)研究代谢综合征(MetS)及其各组分与 14 种心血管疾病之间的因果关系。
我们使用了大规模全基因组关联研究中关于 MetS、其各组分和心血管疾病的汇总统计数据。我们采用逆方差加权法和其他敏感性方法进行两样本 MR 分析。我们还进行了多变量 MR 分析,以调整潜在的危险因素。
我们的研究发现,MetS 与缺血性脑卒中、腹主动脉瘤、肺栓塞、冠心病、心力衰竭和外周动脉疾病的风险增加存在因果关系。腰围与 6 种心血管疾病的风险增加存在因果关系。2 型糖尿病、舒张压、收缩压、甘油三酯和高密度脂蛋白胆固醇均与冠心病存在因果关系,与其余 5 种心血管疾病的因果关系各不相同。多变量 MR 分析显示,除了缺血性脑卒中之外,腰围在调整潜在混杂因素后仍然与其余 5 种心血管疾病存在因果关系。
本研究提供了证据表明代谢综合征与 6 种心血管疾病之间存在因果关系。腰围是这些关系中最重要的组成部分。这些发现对代谢综合征和心血管疾病的预防和管理具有重要意义。