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英国生物银行研究中阿尔茨海默病多基因风险通过血浆代谢组与全因痴呆症的关联。

Alzheimer's disease polygenic risk's association with all-cause dementia through the plasma metabolome in the UK Biobank study.

作者信息

Beydoun May A, Hu Yi-Han, Li Zhiguang, Georgescu Michael F, Beydoun Hind A, Noren Hooten Nicole, Walker Keenan A, Bouhrara Mustapha, Launer Lenore J, Evans Michele K, Zonderman Alan B

机构信息

Laboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.

U.S. Department of Veterans Affairs, VA National Center On Homelessness Among Veterans, Washington, DC, 20420, USA.

出版信息

Geroscience. 2025 Jul 1. doi: 10.1007/s11357-025-01724-4.

Abstract

Dementia, with Alzheimer's Disease (AD) accounting for 60-70% of its occurrences, is a multifactorial disorder marked by cognitive and functional decline. Polygenic risk scores (PRS) stratify genetic risk for complex diseases, including AD. Integrating PRS with metabolomics offers a pathway to better understand AD etiology and identify biomarkers for early detection. We explored the association between AD PRS, metabolomics, and dementia risk using data from the UK Biobank. The analysis emphasizes sex-specific associations and the mediating role of metabolites between AD PRS and dementia risk. The study utilized data from 205,219 UK Biobank participants aged ≥ 50 years at baseline. Dementia outcomes were derived using ICD-10 codes. AD PRS were computed using genome-wide association study data, while metabolomic data included 249 biomarkers measured via Nuclear Magnetic Resonance. Time-to-event analyses (Cox proportional hazards models) and generalized structural equation modeling assessed associations and mediation effects, adjusting for age, sex, and genetic principal components. Higher AD PRS was associated with increased risks of all-cause dementia (HR: 1.75, 95% CI: 1.70-1.79, P < 0.001) and AD (HR: 2.02, 95% CI: 1.95-2.09, P < 0.001), with stronger effects in women for both outcomes when considering the main AD PRS which was related to APOE4 status. Metabolomic analyses identified lipid-related markers as key mediators. LDL phospholipid content was the metabolite marker with the strongest positive relationship with AD genetic risk (effect size, b = + 0.11), while HDL phospholipids percentage showed a similarly strong inverse association (effect size b = -0.09). No metabolomic markers were significantly associated with another version of AD PRS that was less correlated with APOE4 status. Mediation analyses applied to the main AD PRS revealed modest effects, with LDL-related metabolomic components partially mediating the effect of genetic risk on dementia incidence, through a protective type of mediation (< -2%). Nevertheless, most genetic risk operated independently of metabolites. AD PRS is significantly associated with dementia risk, with sex differences and metabolomic pathways providing further insights. Lipid metabolism, particularly LDL-centric measures, emerged as potential mediators. This integrative approach highlights the utility of combining genetic and metabolomic data to identify biomarkers and potential targets for early intervention in AD and dementia.

摘要

痴呆症是一种以认知和功能衰退为特征的多因素疾病,其中阿尔茨海默病(AD)占发病病例的60 - 70%。多基因风险评分(PRS)可对包括AD在内的复杂疾病的遗传风险进行分层。将PRS与代谢组学相结合为更好地理解AD病因和识别早期检测生物标志物提供了一条途径。我们利用英国生物银行的数据探索了AD PRS、代谢组学与痴呆症风险之间的关联。该分析强调了性别特异性关联以及代谢物在AD PRS与痴呆症风险之间的中介作用。该研究使用了英国生物银行中205,219名基线年龄≥50岁参与者的数据。痴呆症结局通过国际疾病分类第十版(ICD - 10)编码得出。AD PRS使用全基因组关联研究数据计算,而代谢组学数据包括通过核磁共振测量的249种生物标志物。生存时间分析(Cox比例风险模型)和广义结构方程模型评估了关联和中介效应,并对年龄、性别和遗传主成分进行了调整。较高的AD PRS与全因痴呆症风险增加相关(风险比:1.75,95%置信区间:1.70 - 1.79,P < 0.001)以及AD风险增加相关(风险比:2.02,95%置信区间:1.95 - 2.09,P < 0.001),在考虑与APOE4状态相关的主要AD PRS时,两种结局在女性中的影响更强。代谢组学分析确定脂质相关标志物为关键中介物。低密度脂蛋白(LDL)磷脂含量是与AD遗传风险呈最强正相关的代谢物标志物(效应大小,b = +0.11),而高密度脂蛋白(HDL)磷脂百分比显示出同样强的负相关(效应大小b = -0.09)。没有代谢组学标志物与另一个与APOE4状态相关性较低的AD PRS版本显著相关。应用于主要AD PRS的中介分析显示出适度的效应,与LDL相关的代谢组学成分通过一种保护性的中介作用(< -2%)部分介导了遗传风险对痴呆症发病率的影响。然而,大多数遗传风险独立于代谢物起作用。AD PRS与痴呆症风险显著相关,性别差异和代谢组学途径提供了进一步的见解。脂质代谢尤其是以LDL为中心的指标成为潜在的中介物。这种综合方法突出了结合遗传和代谢组学数据以识别生物标志物以及AD和痴呆症早期干预潜在靶点的实用性。

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