Multi-biobank Mendelian randomization analyses identify opposing pathways in plasma low-density lipoprotein-cholesterol lowering and gallstone disease.

IF 7.7 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH European Journal of Epidemiology Pub Date : 2024-08-01 Epub Date: 2024-07-15 DOI:10.1007/s10654-024-01141-5
Guoyi Yang, Amy M Mason, Dipender Gill, C Mary Schooling, Stephen Burgess
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Abstract

Plasma low-density lipoprotein (LDL)-cholesterol is positively associated with coronary artery disease risk while biliary cholesterol promotes gallstone formation. Different plasma LDL-cholesterol lowering pathways may have distinct effects on biliary cholesterol and thereby gallstone disease risk. We conducted a Mendelian randomization (MR) study using data from the UK Biobank (30,547 gallstone disease cases/336,742 controls), FinnGen (34,461 cases/301,383 controls) and Biobank Japan (9,305 cases/168,253 controls). We first performed drug-target MR analyses substantiated by colocalization to investigate the effects of plasma LDL-cholesterol lowering therapies on gallstone disease risk. We then performed clustered MR analyses and pathway analyses to identify distinct mechanisms underlying the association of plasma LDL-cholesterol with gallstone disease risk. For a 1-standard deviation reduction in plasma LDL-cholesterol, genetic mimics of statins were associated with lower gallstone disease risk (odds ratio 0.72 [95% confidence interval 0.62, 0.83]), but genetic mimics of PCSK9 inhibitors and targeting apolipoprotein B were associated with higher risk (1.11 [1.03, 1.19] and 1.23 [1.13, 1.35]). The association for statins was supported by colocalization (posterior probability 98.7%). Clustered MR analyses identified variant clusters showing opposing associations of plasma LDL-cholesterol with gallstone disease risk, with some evidence for ancestry-and sex-specific associations. Among variants lowering plasma LDL-cholesterol, those associated with lower gallstone disease risk were mapped to glycosphingolipid biosynthesis pathway, while those associated with higher risk were mapped to pathways relating to plasma lipoprotein assembly, remodelling, and clearance and ATP-binding cassette transporters. This MR study provides genetic evidence that different plasma LDL-cholesterol lowering pathways have opposing effects on gallstone disease risk.

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多生物库孟德尔随机分析确定了降低血浆低密度脂蛋白胆固醇与胆石症的对立途径。
血浆低密度脂蛋白(LDL)胆固醇与冠状动脉疾病风险呈正相关,而胆汁胆固醇则会促进胆石的形成。不同的血浆低密度脂蛋白胆固醇降低途径可能会对胆汁胆固醇产生不同的影响,从而影响胆石症风险。我们利用英国生物库(30,547 例胆石病病例/336,742 例对照)、FinnGen(34,461 例病例/301,383 例对照)和日本生物库(9,305 例病例/168,253 例对照)的数据进行了孟德尔随机化(MR)研究。我们首先进行了通过共定位证实的药物靶向磁共振分析,以研究降低血浆低密度脂蛋白胆固醇疗法对胆石症风险的影响。然后,我们进行了聚类磁共振分析和通路分析,以确定血浆低密度脂蛋白胆固醇与胆石症风险相关的不同机制。血浆低密度脂蛋白胆固醇每降低 1 个标准差,他汀类药物的基因模拟物与较低的胆石症风险相关(几率比 0.72 [95% 置信区间 0.62, 0.83]),但 PCSK9 抑制剂和以载脂蛋白 B 为靶点的基因模拟物与较高的风险相关(1.11 [1.03, 1.19] 和 1.23 [1.13, 1.35])。他汀类药物的相关性得到了共定位的支持(后验概率为 98.7%)。聚类磁共振分析发现的变异群显示血浆低密度脂蛋白胆固醇与胆石症风险存在相反的关联,并有一些证据表明存在祖先和性别特异性关联。在降低血浆低密度脂蛋白胆固醇的变异中,与较低胆石病风险相关的变异被映射到糖磷脂生物合成途径,而与较高风险相关的变异被映射到与血浆脂蛋白组装、重塑和清除以及 ATP 结合盒转运体有关的途径。这项磁共振研究提供了遗传学证据,证明不同的血浆低密度脂蛋白胆固醇降低途径对胆石症风险具有相反的影响。
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来源期刊
European Journal of Epidemiology
European Journal of Epidemiology 医学-公共卫生、环境卫生与职业卫生
CiteScore
21.40
自引率
1.50%
发文量
109
审稿时长
6-12 weeks
期刊介绍: The European Journal of Epidemiology, established in 1985, is a peer-reviewed publication that provides a platform for discussions on epidemiology in its broadest sense. It covers various aspects of epidemiologic research and statistical methods. The journal facilitates communication between researchers, educators, and practitioners in epidemiology, including those in clinical and community medicine. Contributions from diverse fields such as public health, preventive medicine, clinical medicine, health economics, and computational biology and data science, in relation to health and disease, are encouraged. While accepting submissions from all over the world, the journal particularly emphasizes European topics relevant to epidemiology. The published articles consist of empirical research findings, developments in methodology, and opinion pieces.
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