From aging to Alzheimer's disease: concordant brain DNA methylation changes in late life.

IF 10.8 1区 生物学 Q1 GENETICS & HEREDITY
David Lukacsovich, Juan I Young, Lissette Gomez, Michael A Schmidt, Wei Zhang, Brian W Kunkle, Xi Steven Chen, Eden R Martin, Lily Wang
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引用次数: 0

Abstract

Background: Aging is the strongest risk factor for Alzheimer's disease (AD), but the molecular connections between aging and AD remain unclear. DNA methylation (DNAm) is implicated in both processes.

Methods: We conducted a meta-analysis of DNAm in prefrontal cortex from two independent postmortem cohorts: the Religious Orders Study and Memory and Aging Project (ROSMAP) and Brains for Dementia Research (BDR). Age-associated CpG sites were identified using cohort-specific linear models adjusted for neuronal proportion, sex, and batch, followed by meta-analysis. We computed epigenetic age acceleration in brain samples as delta-age (DNAmAge - chronological age), and compared clinically diagnosed AD with cognitively unimpaired participants. Functional analyses included genomic feature enrichment, pathway analysis, brain-blood DNAm correlation, and colocalization with genome-wide association study (GWAS) loci. Prognostic relevance of age-associated CpGs was tested in the Alzheimer's Disease Neuroimaging Initiative (ADNI) dataset using Cox proportional hazards models for disease progression.

Results: We identified 3264 CpG sites associated with aging; most were hypermethylated and enriched in promoters and CpG islands, and involved genes related to immune regulation and metabolism. Comparison with AD neuropathology-associated methylation showed substantial overlap, with nearly all shared CpGs and regions showing concordant directional changes. Cortical epigenetic age acceleration was higher in ROSMAP participants with clinical AD than in cognitively unimpaired individuals after covariates adjustment, and this association persisted when the cortical clock was restricted to the aging-associated CpGs identified here, suggesting that acceleration in AD is attributable to age-related CpGs. Several CpGs showed significant brain-blood methylation correlations or were linked to AD GWAS risk loci through colocalization analyses. In ADNI, among 33 candidate CpGs selected for concordant aging- and AD-associated changes in cortex and significant brain-blood methylation correlations, baseline methylation at one CpG (cg10752406 in AZU1 promoter) was associated with progression at a 5% false discovery rate after covariate adjustment.

Conclusions: Aging-associated DNAm changes in prefrontal cortex overlap with AD neuropathology-related changes and are involved in accelerated epigenetic aging in clinical AD. Our study provides valuable insights into the epigenetic landscape of aging and its implications for AD.

从衰老到阿尔茨海默病:晚年大脑DNA甲基化的一致性变化。
背景:衰老是阿尔茨海默病(AD)的最强危险因素,但衰老与AD之间的分子联系尚不清楚。DNA甲基化(DNAm)参与了这两个过程。方法:我们对来自两个独立的死后队列:宗教秩序研究和记忆与衰老项目(ROSMAP)和痴呆症研究(BDR)的前额叶皮层的DNAm进行了荟萃分析。通过调整神经元比例、性别和批次的队列特定线性模型,确定与年龄相关的CpG位点,然后进行meta分析。我们将脑样本中的表观遗传年龄加速计算为δ年龄(DNAmAge -实足年龄),并将临床诊断为AD的参与者与认知功能未受损的参与者进行比较。功能分析包括基因组特征富集、通路分析、脑-血DNAm相关性以及与全基因组关联研究(GWAS)位点的共定位。在阿尔茨海默病神经影像学倡议(ADNI)数据集中,使用疾病进展的Cox比例风险模型测试了年龄相关CpGs的预后相关性。结果:我们确定了3264个与衰老相关的CpG位点;大多数基因高甲基化,在启动子和CpG岛富集,涉及与免疫调节和代谢相关的基因。与AD神经病理学相关的甲基化比较显示出大量重叠,几乎所有共享的CpGs和区域都显示出一致的方向性变化。在协变量调整后,患有临床AD的ROSMAP参与者的皮质表观遗传年龄加速高于认知功能未受损的个体,当皮质时钟仅限于衰老相关的CpGs时,这种关联仍然存在,这表明AD的加速可归因于年龄相关的CpGs。通过共定位分析,一些CpGs显示出显著的脑-血甲基化相关性或与AD GWAS风险位点相关。在ADNI中,在33个候选CpG中,选择了与衰老和ad相关的皮质变化以及显著的脑-血甲基化相关性,其中一个CpG (AZU1启动子中的cg10752406)的基线甲基化与covariate调整后的进展相关,错误发现率为5%。结论:衰老相关的前额皮质DNAm变化与阿尔茨海默病神经病理相关变化重叠,并参与临床阿尔茨海默病的加速表观遗传衰老。我们的研究为衰老的表观遗传景观及其对AD的影响提供了有价值的见解。
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来源期刊
Genome Medicine
Genome Medicine GENETICS & HEREDITY-
CiteScore
20.80
自引率
0.80%
发文量
128
审稿时长
6-12 weeks
期刊介绍: Genome Medicine is an open access journal that publishes outstanding research applying genetics, genomics, and multi-omics to understand, diagnose, and treat disease. Bridging basic science and clinical research, it covers areas such as cancer genomics, immuno-oncology, immunogenomics, infectious disease, microbiome, neurogenomics, systems medicine, clinical genomics, gene therapies, precision medicine, and clinical trials. The journal publishes original research, methods, software, and reviews to serve authors and promote broad interest and importance in the field.
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