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性激素结合球蛋白对冠心病影响的中介效应分析:孟德尔随机化和中介分析。

Blood lipid levels mediating the effects of sex hormone-binding globulin on coronary heart disease: Mendelian randomization and mediation analysis.

机构信息

School of Medicine, Shaoxing University, Shaoxing, Zhejiang, China.

Department of Cardiology, Shaoxing People's Hospital, 568 Zhongxing North Road, Shaoxing, 312000, Zhejiang, China.

出版信息

Sci Rep. 2024 May 25;14(1):11993. doi: 10.1038/s41598-024-62695-8.

DOI:10.1038/s41598-024-62695-8
PMID:38796576
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11127952/
Abstract

Observational studies indicate that serum sex hormone-binding globulin (SHBG) levels are inversely correlated with blood lipid levels and coronary heart disease (CHD) risk. Given that dyslipidemia is an established risk factor for CHD, we aim to employ Mendelian randomization (MR) in conjunction with mediation analysis to confirm the mediating role of blood lipid levels in the association between SHBG and CHD. First, we assessed the causality between serum SHBG levels and five cardiovascular diseases using univariable MR. The results revealed causality between SHBG levels and reduced risk of CHD, myocardial infarction, as well as hypertension. Specifically, the most significant reduction was observed in CHD risk, with an odds ratio of 0.73 (95% CI 0.63-0.86) for each one-standard-deviation increase in SHBG. The summary-level data of serum SHBG levels and CHD are derived from a sex-specific genome-wide association study (GWAS) conducted by UK Biobank (sample size = 368,929) and a large-scale GWAS meta-analysis (60,801 cases and 123,504 controls), respectively. Subsequently, we further investigated the mediating role of blood lipid level in the association between SHBG and CHD. Mediation analysis clarified the mediation proportions for four mediators: high cholesterol (48%), very low-density lipoprotein cholesterol (25.1%), low-density lipoprotein cholesterol (18.5%), and triglycerides (44.3%). Summary-level data for each mediator were sourced from the UK Biobank and publicly available GWAS. The above results confirm negative causality between serum SHBG levels and the risk of CHD, myocardial infarction, and hypertension, with the causal effect on reducing CHD risk largely mediated by the improvement of blood lipid profiles.

摘要

观察性研究表明,血清性激素结合球蛋白(SHBG)水平与血脂水平和冠心病(CHD)风险呈负相关。鉴于血脂异常是 CHD 的既定危险因素,我们旨在采用孟德尔随机化(MR)结合中介分析来证实血脂水平在 SHBG 与 CHD 之间的关联中的中介作用。首先,我们使用单变量 MR 评估了血清 SHBG 水平与五种心血管疾病之间的因果关系。结果表明,SHBG 水平与 CHD、心肌梗死和高血压风险降低之间存在因果关系。具体而言,CHD 风险的降低最为显著,SHBG 每增加一个标准差,CHD 风险的比值比为 0.73(95%CI 0.63-0.86)。血清 SHBG 水平和 CHD 的汇总水平数据分别来自英国生物银行(样本量为 368929 人)进行的性别特异性全基因组关联研究(GWAS)和大规模 GWAS 荟萃分析(60801 例病例和 123504 例对照)。随后,我们进一步研究了血脂水平在 SHBG 与 CHD 之间关联中的中介作用。中介分析阐明了 SHBG 与 CHD 之间关联的四个中介的中介比例:高胆固醇(48%)、极低密度脂蛋白胆固醇(25.1%)、低密度脂蛋白胆固醇(18.5%)和甘油三酯(44.3%)。每个中介的汇总水平数据均来自英国生物银行和公开可用的 GWAS。上述结果证实了血清 SHBG 水平与 CHD、心肌梗死和高血压风险之间存在负向因果关系,降低 CHD 风险的因果效应主要通过改善血脂谱来介导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c04/11127952/8f033e3041d8/41598_2024_62695_Fig7_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c04/11127952/8f033e3041d8/41598_2024_62695_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c04/11127952/c07cf63d7cd6/41598_2024_62695_Fig1_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c04/11127952/04480f937e7a/41598_2024_62695_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c04/11127952/a436a4a38de0/41598_2024_62695_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c04/11127952/8f033e3041d8/41598_2024_62695_Fig7_HTML.jpg

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