Investigating shared risk variants and genetic etiology between Alzheimer's disease and three stress-related psychiatric disorders: a large-scale genome-wide cross-trait analysis.

IF 4.3 Q2 GERIATRICS & GERONTOLOGY Frontiers in aging Pub Date : 2025-02-05 eCollection Date: 2025-01-01 DOI:10.3389/fragi.2025.1488528
Weijia Dang, Tianqi Hao, Ning Li, Hualin Zhang, Ziqi Li, Hongmei Yu, Yalu Wen, Deqiang Zheng, Long Liu
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Abstract

Introduction: Observational studies have reported that patients with Alzheimer's disease (AD) have a greater burden of comorbidities typically associated with stress-related psychiatric disorders. However, the contribution of hereditary factors to this comorbidity remains unclear. We evaluated phenotypic associations using observational data from the UK Biobank.

Method: Our study focused on investigating the shared risk variants and genetic etiology underlying AD and three stress-related psychiatric disorders: post-traumatic stress disorder, anxiety disorder, and major depressive disorder. By leveraging summary statistics from genome-wide association studies, we investigated global genetic correlations using linkage disequilibrium score regression, genetic covariance analysis, and high-definition likelihood. Genome-wide cross-trait analysis with association analysis based on subsets and cross-phenotype association were performed to discover genome-wide significant risk variants shared between AD and the three stress-related psychiatric disorders.

Results: A significant positive genetic correlation was observed between AD and major depressive disorder using linkage disequilibrium score regression (rg = 0.231; P = 0.018), genetic covariance analysis (rg = 0.138; P < 0.001), and high-definition likelihood (rg = 0.188; P < 0.001). Association analysis based on subsets and cross-phenotype association revealed thirteen risk variants in six genes shared between AD and post-traumatic stress disorder; seven risk variants in four genes shared between AD and anxiety disorder; and 23 risk variants in four genes shared between AD and major depressive disorder. Functional annotation and gene-set enrichment analysis indicated that 12 genes for comorbidity shared between patients with AD and all three stress-related psychiatric disorders were enriched in the spleen, pancreas, and whole blood.

Conclusion: These results advance our knowledge of the shared genetic origins of comorbidities and pave the way for advancements in the diagnosis, management, and prevention of stress-related AD.

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调查阿尔茨海默病和三种压力相关精神疾病之间的共同风险变异和遗传病因:大规模全基因组交叉性状分析
观察性研究报道,阿尔茨海默病(AD)患者通常与压力相关精神疾病相关的合并症负担更大。然而,遗传因素对这种合并症的影响尚不清楚。我们使用来自UK Biobank的观察数据评估表型关联。方法:研究阿尔茨海默病与创伤后应激障碍、焦虑障碍和重度抑郁症三种应激相关精神疾病的共同风险变异和遗传病因。通过利用全基因组关联研究的汇总统计数据,我们使用连锁不平衡评分回归、遗传协方差分析和高清似然分析来研究全球遗传相关性。采用基于亚群和交叉表型关联的全基因组交叉性状分析,发现AD与三种应激相关精神疾病之间共有的全基因组显著风险变异。结果:通过连锁不平衡评分回归分析,AD与重度抑郁症存在显著的正相关遗传关系(rg = 0.231;P = 0.018),遗传协方差分析(rg = 0.138;P < 0.001),高清晰度似然(rg = 0.188;P < 0.001)。基于亚群和交叉表型关联的关联分析显示,AD和创伤后应激障碍共有6个基因的13个风险变异;阿尔茨海默病和焦虑症共有的4个基因中的7个风险变异;以及阿尔茨海默病和重度抑郁症共有的4种基因中的23种风险变异。功能注释和基因集富集分析表明,脾脏、胰腺和全血中富集了12个AD患者与所有三种应激相关精神疾病共有的共病基因。结论:这些结果促进了我们对合并症共同遗传起源的认识,并为压力相关AD的诊断、管理和预防铺平了道路。
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