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探讨血浆脂质与下肢静脉曲张之间的因果关系:一项综合的两样本 Mendelian 随机研究。

Exploring the causal relationship between plasma lipids and varicose veins of lower extremity: A comprehensive two-sample Mendelian randomization study.

机构信息

Department of Intervention, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, P. R. China.

出版信息

Medicine (Baltimore). 2024 Sep 6;103(36):e39514. doi: 10.1097/MD.0000000000039514.

Abstract

Varicose veins of the lower extremities (VVs) is a common chronic vascular disease, with high prevalence rates in some countries; however, their pathogenesis remains unclear. Some studies have identified associations between changes in specific plasma lipid molecules, such as phosphatidylethanolamine (PE), phosphatidylcholine (PC), and sphingomyelin (SM), and the onset of VVs, but due to confounders and reverse causality, the causal relationship remains unclear. Meanwhile, studies on the potential link between other plasma lipids beyond PE, PC, and SM and the risk of VVs in the lower extremities are lacking. This study aimed to explore the potential causal relationship between VVs and plasma lipid levels to provide theoretical insights into the interrelation of plasma lipids and VVs in their occurrence and progression. We conducted a two-sample Mendelian randomization (MR) analysis to assess the potential connection between genetically predicted levels of individual plasma lipids and the risk of developing VVs. We utilized data from a large-scale genome-wide association study involving 7174 Finnish individuals for 179 plasma lipidomes along with VVs genome-wide association study data from 408,455 UK individuals. MR analysis employed methods, such as inverse-variance weighting, weighted median, Bayesian Weighted Mendelian Randomization, and MR-Egger regression. The inverse-variance weighting method was primarily used to assess causality. The validity of the results was demonstrated through sensitivity analysis. In total, 12 lipids were found to have their plasma levels associated with an increased risk of VVs. This includes 3 types of PE, 7 types of PC, and 2 types of phosphatidylinositol. However, no significant causal relationship was found between the plasma levels of 11 types of SM and VVs. These results support the existence of a potential causal relationship between specific types of lipid levels and the risk of VVs, which can provide clues for further studies on biological mechanisms and the exploration of potential therapeutic targets.

摘要

下肢静脉曲张(VVs)是一种常见的慢性血管疾病,在一些国家的患病率较高;然而,其发病机制尚不清楚。一些研究已经确定了特定血浆脂质分子(如磷脂酰乙醇胺(PE)、磷脂酰胆碱(PC)和鞘磷脂(SM))的变化与 VVs 发病之间的关联,但由于混杂因素和反向因果关系,因果关系仍不清楚。同时,关于 PE、PC 和 SM 以外的其他血浆脂质与下肢 VVs 风险之间潜在联系的研究也很少。本研究旨在探讨 VVs 与血浆脂质水平之间的潜在因果关系,为血浆脂质与 VVs 之间在发病和进展中的相互关系提供理论见解。我们进行了两样本 Mendelian 随机化(MR)分析,以评估个体血浆脂质水平的遗传预测值与 VVs 发病风险之间的潜在联系。我们利用了一项涉及 7174 名芬兰人的大型全基因组关联研究的数据,该研究对 179 种血浆脂质组以及来自 408455 名英国个体的 VVs 全基因组关联研究数据进行了分析。MR 分析采用了逆方差加权、加权中位数、贝叶斯加权 Mendelian 随机化和 MR-Egger 回归等方法。逆方差加权方法主要用于评估因果关系。通过敏感性分析验证了结果的有效性。共有 12 种脂质被发现与 VVs 风险增加有关,其中包括 3 种 PE、7 种 PC 和 2 种磷脂酰肌醇。然而,没有发现 11 种 SM 血浆水平与 VVs 之间存在显著的因果关系。这些结果支持特定类型的脂质水平与 VVs 风险之间存在潜在的因果关系,这为进一步研究生物学机制和探索潜在治疗靶点提供了线索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/29ba/11383461/c2562d5cfd6e/medi-103-e39514-g001.jpg

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