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坚果摄入与心血管疾病关联的中介因素:一项两步孟德尔随机化研究

Mediators of the association between nut consumption and cardiovascular diseases: a two-step mendelian randomization study.

作者信息

Wang Ruizhe, Sun Jinfang, Yu Xiaojin

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing, People's Republic of China.

出版信息

Sci Rep. 2025 Jan 4;15(1):829. doi: 10.1038/s41598-024-85070-z.

Abstract

Previous observational studies have reported inconsistent associations between nut consumption and cardiovascular diseases (CVD). This study aims to identify the causal relationship between different types of nuts consumption and CVD, and to quantify the potential mediating effects of cardiometabolic factors. We utilized Genome-Wide Association Study (GWAS) data to assess the causal effects of nut consumption on CVD using two-sample Mendelian randomization (MR) and a two-step MR analysis. The inverse variance weighted (IVW) method indicated that processed (salted or roasted) peanuts were potentially and positively associated with ischaemic heart disease (IHD) (OR 1.4866; 95%CI 1.0491-2.1065). No causal relationships were found between nuts consumption and other CVD outcomes, including atrial fibrillation, angina, coronary atherosclerosis, coronary heart disease, IHD, myocardial infarction, subarachnoid hemorrhage, intracerebral haemorrhage and stroke. Both MR-Egger and median-based methods yielded similar results to IVW. Furthermore, in the two-step MR analysis, fasting insulin, low-density lipoprotein cholesterol and fasting blood glucose were identified as mediators in the potential causal relationship between processed peanuts and IHD, explaining 16.98%, 6.38% and 4.91% of the mediation, respectively. In total, these mediators accounted for 28.27% of the association between salted or roasted peanuts and IHD.

摘要

先前的观察性研究报告了食用坚果与心血管疾病(CVD)之间的关联并不一致。本研究旨在确定不同类型坚果消费与CVD之间的因果关系,并量化心脏代谢因素的潜在中介作用。我们利用全基因组关联研究(GWAS)数据,采用两样本孟德尔随机化(MR)和两步MR分析来评估坚果消费对CVD的因果效应。逆方差加权(IVW)方法表明,加工过的(盐渍或烤制)花生与缺血性心脏病(IHD)可能呈正相关(比值比1.4866;95%置信区间1.0491 - 2.1065)。未发现食用坚果与其他CVD结局之间存在因果关系,包括心房颤动、心绞痛、冠状动脉粥样硬化、冠心病、IHD、心肌梗死、蛛网膜下腔出血、脑出血和中风。MR-Egger方法和基于中位数的方法得出的结果与IVW方法相似。此外,在两步MR分析中,空腹胰岛素、低密度脂蛋白胆固醇和空腹血糖被确定为加工花生与IHD之间潜在因果关系的中介因素,分别解释了16.98%、6.38%和4.91%的中介作用。总体而言,这些中介因素占盐渍或烤制花生与IHD之间关联的28.27%。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a4af/11700201/625229e21782/41598_2024_85070_Fig1_HTML.jpg

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