DNA methylation signature of a lifestyle-based resilience index for cognitive health.

IF 7.9 1区 医学 Q1 CLINICAL NEUROLOGY
Wei Zhang, David Lukacsovich, Juan I Young, Lissette Gomez, Michael A Schmidt, Eden R Martin, Brian W Kunkle, X Steven Chen, Deirdre M O'Shea, James E Galvin, Lily Wang
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Abstract

Cognitive resilience (CR) contributes to the variability in risk for developing and progressing in Alzheimer's disease (AD) among individuals. Beyond genetics, recent studies highlight the critical role of lifestyle factors in enhancing CR and delaying cognitive decline. DNA methylation (DNAm), an epigenetic mechanism influenced by both genetic and environmental factors, including CR-related lifestyle factors, offers a promising pathway for understanding the biology of CR. We studied DNAm changes associated with the Resilience Index (RI), a composite measure of lifestyle factors, using blood samples from the Healthy Brain Initiative (HBI) cohort. After corrections for multiple comparisons, our analysis identified 19 CpGs and 24 differentially methylated regions significantly associated with the RI, adjusting for covariates age, sex, APOE ε4, and immune cell composition. The RI-associated methylation changes are significantly enriched in pathways related to lipid metabolism, synaptic plasticity, and neuroinflammation, and highlight the connection between cardiovascular health and cognitive function. By identifying RI-associated DNAm, our study provided an alternative approach to discovering future targets and treatment strategies for AD, complementary to the traditional approach of identifying disease-associated variants directly. Furthermore, we developed a Methylation-based Resilience Score (MRS) that successfully predicted future cognitive decline in an external dataset from the Alzheimer's Disease Neuroimaging Initiative (ADNI), even after accounting for age, sex, APOE ε4, years of education, baseline diagnosis, and baseline MMSE score. Our findings are particularly relevant for a better understanding of epigenetic architecture underlying cognitive resilience. Importantly, the significant association between baseline MRS and future cognitive decline demonstrated that DNAm could be a predictive marker for AD, laying the foundation for future studies on personalized AD prevention.

基于生活方式的认知健康恢复指数的DNA甲基化特征。
认知弹性(CR)有助于个体之间阿尔茨海默病(AD)发生和进展的风险变异性。除了遗传学,最近的研究强调了生活方式因素在提高CR和延缓认知能力下降方面的关键作用。DNA甲基化(DNAm)是一种受遗传和环境因素影响的表观遗传机制,包括与CR相关的生活方式因素,为理解CR的生物学提供了一个有希望的途径。我们研究了DNAm变化与弹性指数(RI)的关系,这是一种生活方式因素的综合测量,使用来自健康脑计划(HBI)队列的血液样本。经过多次比较修正后,我们的分析确定了19个CpGs和24个差异甲基化区域与RI显著相关,调整了协变量年龄、性别、APOE ε4和免疫细胞组成。ri相关的甲基化变化在脂质代谢、突触可塑性和神经炎症相关通路中显著富集,并突出了心血管健康与认知功能之间的联系。通过鉴定ri相关的dna,我们的研究为发现AD的未来靶点和治疗策略提供了一种替代方法,补充了直接鉴定疾病相关变异的传统方法。此外,我们开发了一种基于甲基化的恢复力评分(MRS),即使在考虑了年龄、性别、APOE ε4、受教育年限、基线诊断和基线MMSE评分后,也能成功预测来自阿尔茨海默病神经影像学计划(ADNI)的外部数据集中未来的认知能力下降。我们的发现对于更好地理解认知弹性背后的表观遗传结构尤为重要。重要的是,基线MRS与未来认知能力下降之间的显著关联表明,DNAm可能是AD的预测标志物,为未来个性化AD预防研究奠定了基础。
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来源期刊
Alzheimer's Research & Therapy
Alzheimer's Research & Therapy 医学-神经病学
CiteScore
13.10
自引率
3.30%
发文量
172
审稿时长
>12 weeks
期刊介绍: Alzheimer's Research & Therapy is an international peer-reviewed journal that focuses on translational research into Alzheimer's disease and other neurodegenerative diseases. It publishes open-access basic research, clinical trials, drug discovery and development studies, and epidemiologic studies. The journal also includes reviews, viewpoints, commentaries, debates, and reports. All articles published in Alzheimer's Research & Therapy are included in several reputable databases such as CAS, Current contents, DOAJ, Embase, Journal Citation Reports/Science Edition, MEDLINE, PubMed, PubMed Central, Science Citation Index Expanded (Web of Science) and Scopus.
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