Therapeutic targets for Alzheimer's disease: Proteome-wide Mendelian randomization and colocalization analyses.

IF 3.1 3区 医学 Q2 NEUROSCIENCES
Kefu Yu, Ruiqi Jiang, Dabiao Zhou, Zhigang Zhao
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引用次数: 0

Abstract

BackgroundAlzheimer's disease (AD) is a major neurodegenerative disorder with limited treatment options.ObjectiveThis study aimed to identify novel therapeutic targets for AD using proteome-wide Mendelian randomization (MR) and colocalization analyses.MethodsWe conducted a large-scale, proteome-wide MR analysis using data from two extensive genome-wide association studies (GWASs) of plasma proteins: the UK Biobank Pharma Proteomics Project (UKB-PPP) and the deCODE Health Study. We extracted genetic instruments for plasma proteins from these studies and utilized AD summary statistics from European Bioinformatics Institute GWAS Catalog. Colocalization analysis assessed whether identified associations were due to shared causal variants. Phenome-wide association studies and drug repurposing analyses were performed to assess potential side effects and identify existing drugs targeting the identified proteins.ResultsOur MR analysis identified significant associations between genetically predicted levels of 9 proteins in the deCODE dataset and 17 proteins in the UKB-PPP dataset with AD risk after Bonferroni correction. Four proteins (BCAM, CD55, CR1, and GRN) showed consistent associations across both datasets. Colocalization analysis provided strong evidence for shared causal variants between GRN, CR1, and AD. PheWAS revealed minimal potential side effects for CR1 but suggested possible pleiotropic effects for GRN. Drug repurposing analysis identified several FDA-approved drugs targeting CR1 and GRN with potential for AD treatment.ConclusionsThis study identifies GRN and CR1 as promising therapeutic targets for AD. These findings provide new directions for AD drug development, but further research and clinical trials are warranted to validate the therapeutic potential of these targets.

阿尔茨海默病的治疗靶点:蛋白质组范围的孟德尔随机化和共定位分析。
背景:阿尔茨海默病(AD)是一种主要的神经退行性疾病,治疗方案有限。目的本研究旨在利用全蛋白质组孟德尔随机化(MR)和共定位分析,寻找新的AD治疗靶点。方法:我们使用两项血浆蛋白全基因组关联研究(GWASs)的数据进行了大规模的蛋白质组级MR分析:UK Biobank Pharma Proteomics Project (UKB-PPP)和deCODE Health Study。我们从这些研究中提取了血浆蛋白的遗传仪器,并利用了欧洲生物信息学研究所GWAS目录中的AD汇总统计数据。共定位分析评估确定的关联是否由于共享的因果变异。研究人员进行了全现象关联研究和药物再利用分析,以评估潜在的副作用,并确定针对已鉴定蛋白质的现有药物。我们的MR分析发现,经过Bonferroni校正后,deCODE数据集中的9种蛋白质和UKB-PPP数据集中的17种蛋白质的遗传预测水平与AD风险之间存在显著关联。四种蛋白(BCAM、CD55、CR1和GRN)在两个数据集中显示出一致的相关性。共定位分析为GRN、CR1和AD之间存在共同的因果变异提供了强有力的证据。PheWAS显示对CR1的潜在副作用很小,但对GRN可能有多效性作用。药物再利用分析确定了几种fda批准的靶向CR1和GRN的药物,具有治疗AD的潜力。结论本研究确定GRN和CR1是治疗AD的有希望的靶点。这些发现为阿尔茨海默病药物的开发提供了新的方向,但需要进一步的研究和临床试验来验证这些靶点的治疗潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Alzheimer's Disease
Journal of Alzheimer's Disease 医学-神经科学
CiteScore
6.40
自引率
7.50%
发文量
1327
审稿时长
2 months
期刊介绍: The Journal of Alzheimer''s Disease (JAD) is an international multidisciplinary journal to facilitate progress in understanding the etiology, pathogenesis, epidemiology, genetics, behavior, treatment and psychology of Alzheimer''s disease. The journal publishes research reports, reviews, short communications, hypotheses, ethics reviews, book reviews, and letters-to-the-editor. The journal is dedicated to providing an open forum for original research that will expedite our fundamental understanding of Alzheimer''s disease.
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