Wu Zhiyuan, Jiang Yue, Guo Zheng, Li Pingan, Zheng Yulu, Wang Yutao, Zhang Haiping, Balmer Lois, Li Xingang, Tao Lixin, Zhang Qi, Gao Bo, Guo Xiuhua
Beijing Municipal Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China.
Centre for Precision Health, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA 6027, Australia.
PNAS Nexus. 2024 Feb 1;3(2):pgae033. doi: 10.1093/pnasnexus/pgae033. eCollection 2024 Feb.
Observational epidemiological studies have reported a relationship between remnant cholesterol and stroke. However, the results are inconclusive, and causality remains unclear due to confounding or reverse causality. Our objective in this study was to investigate the causal relevance of remnant cholesterol and the risk of stroke and its subtypes using the Mendelian randomization (MR) approach. Genome-wide association studies (GWASs) including 115,082 European individuals (UK Biobank) were used to identify instruments for remnant cholesterol, including intermediate-density lipoprotein (IDL) cholesterol and very-low-density lipoprotein (VLDL) cholesterol. Summary-level data for total stroke, intracerebral hemorrhage, subarachnoid hemorrhage, ischemic stroke (IS), and IS subtypes were obtained from GWAS meta-analyses conducted by the MEGASTROKE consortium. Univariable and multivariable MR analyses were performed. The GWAS identified multiple single-nucleotide polymorphisms after clumping for remnant cholesterol ( = 52), IDL cholesterol ( = 62), and VLDL cholesterol ( = 67). Assessed individually using MR, remnant cholesterol (weighted median: odds ratio [OR] 1.32 per 1-SD higher trait; 95% CI: 1.04-1.67; = 0.024) had effect estimates consistent with a higher risk of LAS-IS, driven by IDL cholesterol (OR 1.32; 95% CI: 1.04-1.68; = 0.022). In multivariable MR, IDL cholesterol (OR 1.46; 95% CI: 1.10-1.93; = 0.009) retained a robust effect on LAS-IS after controlling for VLDL cholesterol and high-density lipoprotein cholesterol. The MR analysis did not indicate causal associations between remnant cholesterol and other stroke subtypes. This study suggests that remnant cholesterol is causally associated with the risk of LAS-IS driven by IDL cholesterol.
观察性流行病学研究报告了残余胆固醇与中风之间的关系。然而,结果尚无定论,由于混杂因素或反向因果关系,因果关系仍不明确。本研究的目的是使用孟德尔随机化(MR)方法研究残余胆固醇与中风及其亚型风险之间的因果相关性。利用包括115,082名欧洲个体(英国生物银行)的全基因组关联研究(GWAS)来确定残余胆固醇的工具变量,包括中间密度脂蛋白(IDL)胆固醇和极低密度脂蛋白(VLDL)胆固醇。从MEGASTROKE联盟进行的GWAS荟萃分析中获得了总中风、脑出血、蛛网膜下腔出血、缺血性中风(IS)及其亚型的汇总数据。进行了单变量和多变量MR分析。GWAS在对残余胆固醇(=52)、IDL胆固醇(=62)和VLDL胆固醇(=67)进行聚类后确定了多个单核苷酸多态性。单独使用MR评估时,残余胆固醇(加权中位数:每增加1个标准差的性状,优势比[OR]为1.32;95%可信区间:1.04-1.67;P=0.024)的效应估计与LAS-IS风险较高一致,这是由IDL胆固醇驱动的(OR 1.32;95%可信区间:1.04-1.68;P=0.022)。在多变量MR中,在控制了VLDL胆固醇和高密度脂蛋白胆固醇后,IDL胆固醇(OR 1.46;95%可信区间:1.10-1.93;P=0.009)对LAS-IS仍有显著影响。MR分析未表明残余胆固醇与其他中风亚型之间存在因果关联。本研究表明,残余胆固醇与由IDL胆固醇驱动的LAS-IS风险存在因果关联。