Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Key Laboratory of Biological Targeted Therapy of the Ministry of Education, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Front Endocrinol (Lausanne). 2022 Apr 22;13:840579. doi: 10.3389/fendo.2022.840579. eCollection 2022.
We aimed to evaluate the causal effect of type 2 diabetes mellitus (T2DM) and glycemic traits on the risk of a wide range of cardiovascular diseases (CVDs) and lipid traits using Mendelian randomization (MR).
Genetic variants associated with T2DM, fasting glucose, fasting insulin, and hemoglobin A1c were selected as instrumental variables to perform both univariable and multivariable MR analyses.
In univariable MR, genetically predicted T2DM was associated with higher odds of peripheral artery disease (pooled odds ratio (OR) =1.207, 95% CI: 1.162-1.254), myocardial infarction (OR =1.132, 95% CI: 1.104-1.160), ischemic heart disease (OR =1.129, 95% CI: 1.105-1.154), heart failure (OR =1.050, 95% CI: 1.029-1.072), stroke (OR =1.087, 95% CI: 1.068-1.107), ischemic stroke (OR =1.080, 95% CI: 1.059-1.102), essential hypertension (OR =1.013, 95% CI: 1.010-1.015), coronary atherosclerosis (OR =1.005, 95% CI: 1.004-1.007), and major coronary heart disease event (OR =1.003, 95% CI: 1.002-1.004). Additionally, T2DM was causally related to lower levels of high-density lipoprotein cholesterol (OR =0.965, 95% CI: 0.958-0.973) and apolipoprotein A (OR =0.982, 95% CI: 0.977-0.987) but a higher level of triglycerides (OR =1.060, 95% CI: 1.036-1.084). Moreover, causal effect of glycemic traits on CVDs and lipid traits were also observed. Finally, most results of univariable MR were supported by multivariable MR.
We provided evidence for the causal effects of T2DM and glycemic traits on the risk of CVDs and dyslipidemia. Further investigations to elucidate the underlying mechanisms are warranted.
本研究旨在使用孟德尔随机化(Mendelian randomization,MR)方法评估 2 型糖尿病(type 2 diabetes mellitus,T2DM)和血糖特征对多种心血管疾病(cardiovascular diseases,CVDs)和血脂特征的因果效应。
选择与 T2DM、空腹血糖、空腹胰岛素和糖化血红蛋白相关的遗传变异作为工具变量,进行单变量和多变量 MR 分析。
在单变量 MR 分析中,遗传预测的 T2DM 与外周动脉疾病(odds ratio,OR =1.207,95% confidence interval [CI]:1.162-1.254)、心肌梗死(OR =1.132,95% CI:1.104-1.160)、缺血性心脏病(OR =1.129,95% CI:1.105-1.154)、心力衰竭(OR =1.050,95% CI:1.029-1.072)、卒中(OR =1.087,95% CI:1.068-1.107)、缺血性卒中(OR =1.080,95% CI:1.059-1.102)、原发性高血压(OR =1.013,95% CI:1.010-1.015)、冠状动脉粥样硬化(OR =1.005,95% CI:1.004-1.007)和主要冠心病事件(OR =1.003,95% CI:1.002-1.004)的风险升高相关。此外,T2DM 与高密度脂蛋白胆固醇(OR =0.965,95% CI:0.958-0.973)和载脂蛋白 A(OR =0.982,95% CI:0.977-0.987)水平降低以及甘油三酯(OR =1.060,95% CI:1.036-1.084)水平升高有关。此外,血糖特征对 CVDs 和血脂特征的因果效应也得到了观察。最后,多变量 MR 分析结果基本支持单变量 MR 的结果。
本研究为 T2DM 和血糖特征与 CVD 风险和血脂异常之间的因果关系提供了证据。需要进一步的研究来阐明潜在的机制。