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循环游离DNA甲基化模式分析可识别异常甲基化启动子位点以预测阿尔茨海默病。

Profiling of Circulating Cell-free DNA Methylation Patterns Identifies Aberrant Methylated Promotor Sites for Prediction of Alzheimer's Disease.

作者信息

Dong Zhiwu, Zhao Kewen, Gu Hongjun, Yang Wenwei, Zhang Xin

机构信息

Department of Laboratory Medicine, Shanghai Second People's Hospital, 200011 Shanghai, China.

Department of Pathophysiology, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China.

出版信息

J Integr Neurosci. 2025 Apr 23;24(4):36527. doi: 10.31083/JIN36527.

Abstract

BACKGROUND

Alzheimer's disease (AD) is the most common neurodegenerative disease affecting the elderly, with its diagnosis at early stages crucial for effective intervention. Recent evidence increasingly supports the role of epigenetic alterations in AD pathogenesis, highlighting the need for innovative biomarkers that reflect these changes. This study aimed to characterize the genome-wide DNA methylation profiles of cell-free DNA in peripheral blood for potential biomarkers associated with AD.

METHODS

The Illumina Infinium array was utilized to detect the methylation patterns of circulating cell-free DNA from AD patients and healthy controls. The R Bioconductor Linear Models for Microarray Data (LIMMA) package was employed to identify methylation variable positions (MVPs), and Probe Lasso was used to pinpoint differentially methylated regions (DMRs) linked to AD. Bioinformatics enrichment analysis of the annotated genes was performed using EnrichR. A second cohort was recruited to validate the methylation changes at the C-terminal binding protein1 () promoter cytosine-phosphate-guanine (CpG) sites via pyrosequencing. Additionally, microarray data from the Gene Expression Omnibus (GEO) database were analyzed to further validate gene expression and immune infiltration.

RESULTS

A unique DNA methylation landscape in peripheral blood was characterized for AD patients and 4335 MVPs showed significant differential methylation ( < 0.01). Functional annotation and pathway enrichment analysis underscored processes and pathways inherent in the nervous system. Probe Lasso identified 68 DMRs annotated to 10 genes, with hypermethylation of CpG islands in the TSS1500 promoter showing significant differences when AD and controls were compared ( < 0.01), with an area under the receiver operating characteristic (ROC) curve (AUC) of 0.779. Analysis of immune cell infiltration revealed expression is significantly correlated with altered distribution of immune cells ( < 0.001), underscoring its potential role in modulating immune responses in AD. Moreover, expression levels significantly varied across multiple GEO datasets.

CONCLUSIONS

AD displays distinct DNA methylation patterns in peripheral blood and promoter hypermethylation represents a promising potential biomarker for AD diagnosis.

摘要

背景

阿尔茨海默病(AD)是影响老年人的最常见神经退行性疾病,其早期诊断对于有效干预至关重要。最近的证据越来越支持表观遗传改变在AD发病机制中的作用,凸显了对反映这些变化的创新生物标志物的需求。本研究旨在表征外周血中游离DNA的全基因组DNA甲基化谱,以寻找与AD相关的潜在生物标志物。

方法

利用Illumina Infinium阵列检测AD患者和健康对照者循环游离DNA的甲基化模式。使用R Bioconductor微阵列数据线性模型(LIMMA)软件包识别甲基化可变位点(MVP),并使用Probe Lasso确定与AD相关的差异甲基化区域(DMR)。使用EnrichR对注释基因进行生物信息学富集分析。招募第二个队列,通过焦磷酸测序验证C末端结合蛋白1()启动子胞嘧啶-磷酸-鸟嘌呤(CpG)位点的甲基化变化。此外,分析来自基因表达综合数据库(GEO)的微阵列数据,以进一步验证基因表达和免疫浸润。

结果

AD患者外周血呈现独特的DNA甲基化图谱,4335个MVP显示出显著的差异甲基化(<0.01)。功能注释和通路富集分析强调了神经系统固有的过程和通路。Probe Lasso识别出68个注释到10个基因的DMR,与对照组相比,AD患者TSS1500启动子中CpG岛的高甲基化显示出显著差异(<0.01),受试者操作特征曲线(ROC)下面积(AUC)为0.779。免疫细胞浸润分析显示,表达与免疫细胞分布改变显著相关(<0.001),突出了其在调节AD免疫反应中的潜在作用。此外,多个GEO数据集上的表达水平存在显著差异。

结论

AD在外周血中表现出独特的DNA甲基化模式,启动子高甲基化是AD诊断的一个有前景的潜在生物标志物。

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