Park Joshua K, Petrazzini Ben Omega, Bafna Shantanu, Duffy Áine, Forrest Iain S, Vy Ha My, Marquez-Luna Carla, Verbanck Marie, Narula Jagat, Rosenson Robert S, Jordan Daniel M, Rocheleau Ghislain, Do Ron
Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
JACC Adv. 2024 Apr;3(4). doi: 10.1016/j.jacadv.2024.100888. Epub 2024 Mar 6.
Diet is a key modifiable risk factor of coronary artery disease (CAD). However, the causal effects of specific dietary traits on CAD risk remain unclear. With the expansion of dietary data in population biobanks, Mendelian randomization (MR) could help enable the efficient estimation of causality in diet-disease associations.
The primary goal was to test causality for 13 common dietary traits on CAD risk using a systematic 2-sample MR framework. A secondary goal was to identify plasma metabolites mediating diet-CAD associations suspected to be causal.
Cross-sectional genetic and dietary data on up to 420,531 UK Biobank and 184,305 CARDIoGRAMplusC4D individuals of European ancestry were used in 2-sample MR. The primary analysis used fixed effect inverse-variance weighted regression, while sensitivity analyses used weighted median estimation, MR-Egger regression, and MR-Pleiotropy Residual Sum and Outlier.
Genetic variants serving as proxies for muesli intake were negatively associated with CAD risk (OR: 0.74; 95% CI: 0.65-0.84; = 5.385 × 10). Sensitivity analyses using weighted median estimation supported this with a significant association in the same direction. Additionally, we identified higher plasma acetate levels as a potential mediator (OR: 0.03; 95% CI: 0.01-0.12; = 1.15 × 10).
Muesli, a mixture of oats, seeds, nuts, dried fruit, and milk, may causally reduce CAD risk. Circulating levels of acetate, a gut microbiota-derived short-chain fatty acid, could be mediating its cardioprotective effects. These findings highlight the role of gut flora in cardiovascular health and help prioritize randomized trials on dietary interventions for CAD.
饮食是冠状动脉疾病(CAD)一个关键的可改变风险因素。然而,特定饮食特征对CAD风险的因果效应仍不明确。随着人群生物样本库中饮食数据的扩展,孟德尔随机化(MR)有助于高效估计饮食与疾病关联中的因果关系。
主要目标是使用系统的双样本MR框架检验13种常见饮食特征与CAD风险之间的因果关系。次要目标是识别介导饮食与CAD关联(怀疑存在因果关系)的血浆代谢物。
在双样本MR中使用了多达420531名英国生物样本库个体和184305名欧洲血统的CARDIoGRAMplusC4D个体的横断面遗传和饮食数据。主要分析使用固定效应逆方差加权回归,而敏感性分析使用加权中位数估计、MR-Egger回归以及MR-多效性残差和离群值分析。
作为燕麦片摄入量代理指标的基因变异与CAD风险呈负相关(OR:0.74;95%CI:0.65 - 0.84;P = 5.385×10⁻⁵)。使用加权中位数估计的敏感性分析在相同方向上支持了这一显著关联。此外,我们确定较高的血浆乙酸水平为潜在的介导因素(OR:0.03;95%CI:0.01 - 0.12;P = 1.15×10⁻⁴)。
燕麦片是燕麦、种子、坚果、干果和牛奶的混合物,可能会因果性地降低CAD风险。乙酸是一种肠道微生物群衍生的短链脂肪酸,其循环水平可能介导了其心脏保护作用。这些发现突出了肠道菌群在心血管健康中的作用,并有助于优先开展针对CAD的饮食干预随机试验。