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脂质种类在阿尔茨海默病发病中的作用:一项综合的孟德尔随机化分析。

The role of lipid species in Alzheimer's disease onset: A comprehensive Mendelian randomization analysis.

机构信息

Psychiatric and Geriatric Critical Medicine Department, Tongde Hospital of Zhejiang Province, NO.1 Xianlin East Road, Hangzhou, China.

Department of the 3rd gerontology, Tongde Hospital of Zhejiang Province, NO.1 Xianlin East Road, Hangzhou, China.

出版信息

Brain Res. 2025 Jan 1;1846:149238. doi: 10.1016/j.brainres.2024.149238. Epub 2024 Sep 13.

Abstract

BACKGROUND

Alzheimer's disease (AD) remains a significant global health challenge, with its etiology intricately linked to a variety of genetic and environmental factors. Among these, lipid metabolism has been hypothesized to play a crucial role, though the causal pathways remain inadequately elucidated. This study aims to employ Mendelian Randomization (MR) to unravel the potential causal relationships between a comprehensive array of lipid species and the risk of developing AD.

METHODS

Utilizing a two-sample MR framework, we analyzed data from genome-wide association studies (GWAS) encompassing 487,511 individuals of European descent. A total of 179 lipid species across 13 lipid categories were investigated for their causal association with AD. Genetic variants serving as instrumental variables (IVs) were carefully selected based on stringent criteria to ensure validity. The statistical analyses, including inverse variance weighting (IVW), weighted median-based estimation, and sensitivity analyses, were conducted using the R software environment.

RESULTS

Our findings reveal a significant causal relationship between ten specific lipid species and the risk of AD. Notably, certain lipids such as Sterol ester (27:1/15:0) and Phosphatidylcholine (16:0_22:4) exhibited a protective effect against AD, as evidenced by their inverse correlation with the disease's risk. Additionally, a reciprocal analysis suggested a negative causal impact of AD on the levels of certain Triacylglycerol species. The integrity of our results was reinforced by sensitivity analyses, including the MR Egger intercept test, indicating the absence of horizontal pleiotropy and confirming the reliability of our findings.

CONCLUSIONS

This study substantiates the causal link between specific lipid species and Alzheimer's disease, highlighting the complex interplay between lipid metabolism and AD pathogenesis. The identified lipid biomarkers offer new insights into the disease's etiology and potential therapeutic targets. Furthermore, our rigorous methodological approach demonstrates the utility of MR in disentangling the causal relationships in complex diseases.

摘要

背景

阿尔茨海默病(AD)仍然是一个重大的全球健康挑战,其病因与多种遗传和环境因素错综复杂地联系在一起。在这些因素中,脂质代谢被认为起着至关重要的作用,尽管因果关系尚不清楚。本研究旨在利用孟德尔随机化(MR)方法来阐明广泛的脂质种类与 AD 发病风险之间的潜在因果关系。

方法

我们使用两样本 MR 框架,分析了来自全基因组关联研究(GWAS)的 487511 名欧洲血统个体的数据。共研究了 13 个脂质类别中的 179 种脂质,以确定它们与 AD 的因果关系。根据严格的标准,精心选择作为工具变量(IVs)的遗传变异,以确保有效性。使用 R 软件环境进行了统计分析,包括逆方差加权(IVW)、加权中位数估计和敏感性分析。

结果

我们的研究结果表明,十种特定脂质与 AD 风险之间存在显著的因果关系。值得注意的是,某些脂质,如甾醇酯(27:1/15:0)和磷脂酰胆碱(16:0_22:4),与 AD 风险呈负相关,表明它们对 AD 具有保护作用。此外,反向分析表明 AD 对某些三酰甘油物种水平有负向因果影响。敏感性分析,包括 MR Egger 截距检验,加强了我们结果的完整性,表明不存在水平多效性,并证实了我们研究结果的可靠性。

结论

本研究证实了特定脂质种类与阿尔茨海默病之间的因果关系,强调了脂质代谢与 AD 发病机制之间的复杂相互作用。鉴定出的脂质生物标志物为该疾病的病因学和潜在治疗靶点提供了新的见解。此外,我们严格的方法学方法证明了 MR 在阐明复杂疾病中的因果关系方面的实用性。

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