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舒张压与阿尔茨海默病之间的关系:一项基于暴露因素自动筛查方法和实证验证的两样本孟德尔随机化研究

Relationship between diastolic blood pressure and Alzheimer disease: A 2-sample Mendelian randomization study based on an automated screening method for exposure factors and empirical validation.

作者信息

Ren JiaJu, Ye Yitian, Zhang Yichun, Zhu Yanbo, Ge Pu, Luo Yuhao, Wang Jia

机构信息

School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.

School of Management, Beijing University of Chinese Medicine, Beijing, China.

出版信息

Medicine (Baltimore). 2024 Dec 6;103(49):e40765. doi: 10.1097/MD.0000000000040765.

Abstract

This study investigates the causal relationship between diastolic blood pressure (DBP) and Alzheimer disease (AD) using 2-sample Mendelian randomization (MR) analysis with publicly available genome-wide association study (GWAS) data and empirical validation. Automated screening identified DBP as a factor related to AD. Two-sample MR analyses were conducted using inverse variance weighting (IVW), MR-Egger regression, weighted median, simple mode, and weighted mode methods. Tests for pleiotropy, heterogeneity, and stability of genetic variants were performed. Data included DBP from Europeans (n = 422,713) and AD cases (n = 753) and controls (n = 736) of European ancestry. An empirical sample of 125 patients with cardiovascular disease in Chinese was used to verify the possibility of the above relationship by restricted cubic spline method. Thirty-seven genome-wide significant nucleotide polymorphisms from DBP GWAS were used as instrumental variables. IVW showed a causal relationship between DBP and AD (β = -1.594, SE = 0.580, P = .006). MR-Egger regression indicated minimal pleiotropy (intercept = 0.037; P = .736) and confirmed the causal relationship (β = -3.110, SE = 1.376, P = .030). The weighted median method also supported this relationship (β = -1.868, SE = 0.856, P = .029). The simple and weighted mode methods did not find significant relationships (P > .1). No heterogeneity or asymmetry was detected by Cochran Q test or the funnel plot, and the leave-one-out method showed stable results. The validation results indicate that the aforementioned findings are stable within the normal range of DBP. MR analysis supports a potential causal link between higher DBP and a lower risk of AD. The screening exposure method used could enhance MR study efficiency.

摘要

本研究利用公开可用的全基因组关联研究(GWAS)数据和实证验证,通过两样本孟德尔随机化(MR)分析来探究舒张压(DBP)与阿尔茨海默病(AD)之间的因果关系。自动筛选将DBP确定为与AD相关的一个因素。使用逆方差加权(IVW)、MR-Egger回归、加权中位数、简单模式和加权模式方法进行两样本MR分析。对基因变异的多效性、异质性和稳定性进行了检验。数据包括来自欧洲人的DBP(n = 422,713)以及欧洲血统的AD病例(n = 753)和对照(n = 736)。采用限制立方样条法,以125名中国心血管疾病患者的实证样本验证上述关系的可能性。来自DBP GWAS的37个全基因组显著单核苷酸多态性用作工具变量。IVW显示DBP与AD之间存在因果关系(β = -1.594,SE = 0.580,P = 0.006)。MR-Egger回归表明多效性最小(截距 = 0.037;P = 0.736),并证实了因果关系(β = -3.110,SE = 1.376,P = 0.030)。加权中位数方法也支持这种关系(β = -1.868,SE = 0.856,P = 0.029)。简单模式和加权模式方法未发现显著关系(P > 0.1)。通过Cochran Q检验或漏斗图未检测到异质性或不对称性,留一法显示结果稳定。验证结果表明,上述发现在DBP的正常范围内是稳定的。MR分析支持较高DBP与较低AD风险之间存在潜在因果联系。所使用的筛选暴露方法可提高MR研究效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/41e8/11630929/b87b9324f0c2/medi-103-e40765-g001.jpg

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