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帕金森病全血的表观基因组范围关联研究、荟萃分析及多评分分析

Epigenome-wide association study, meta-analysis, and multiscore profiling of whole blood in Parkinson's disease.

作者信息

Lie Ingeborg Haugesag, Tan Manuela M X, Andersen Maren Stolp, Toft Mathias, Pihlstrøm Lasse

机构信息

Department of Neurology, Oslo University Hospital, Oslo, Norway.

Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

出版信息

Ann Clin Transl Neurol. 2025 Apr;12(4):701-713. doi: 10.1002/acn3.52292. Epub 2025 Feb 5.

Abstract

OBJECTIVES

An increasing body of evidence indicates altered DNA methylation in Parkinson's disease, yet the reproducibility and utility of such methylation changes are largely unexplored. We aimed to further elucidate the role of dysregulated DNA methylation in Parkinson's disease and to evaluate the biomarker potential of methylation-based profiling.

METHODS

We conducted an epigenome-wide association study (EWAS) in whole blood, including 280 Parkinson's disease and 279 control participants from Oslo, Norway. Next, we took advantage of data from the Parkinson's Progression Markers Initiative (PPMI) and a previously published EWAS to conduct a whole blood EWAS meta-analysis in Parkinson's disease, incorporating results from a total of 3068 participants. Finally, we generated multiple methylation-based scores for each Oslo and PPMI participant and tested their association with disease status, individually and in a joint multiscore model.

RESULTS

In EWAS meta-analysis, we confirm SLC7A11 hypermethylation and nominate a novel differentially methylated CpG near LPIN1. A joint multiscore model incorporating polygenic risk and methylation-based estimates of epigenetic Parkinson's disease risk, smoking, and leukocyte proportions differentiated patients from control participants with an area under the receiver-operator curve of 0.82 in the Oslo cohort and 0.65 in PPMI.

INTERPRETATION

Our results highlight the power of DNA methylation profiling to capture multiple aspects of disease risk, indicating a biomarker potential for precision medicine in neurodegenerative disorders. The reproducibility of specific differentially methylated CpGs across data sets was limited but may improve if future studies are designed to account for disease stage and incorporate environmental exposure data.

摘要

目的

越来越多的证据表明帕金森病中DNA甲基化发生改变,但这种甲基化变化的可重复性和实用性在很大程度上尚未得到探索。我们旨在进一步阐明DNA甲基化失调在帕金森病中的作用,并评估基于甲基化分析的生物标志物潜力。

方法

我们在全血中进行了一项全基因组关联研究(EWAS),包括来自挪威奥斯陆的280名帕金森病患者和279名对照参与者。接下来,我们利用帕金森病进展标志物倡议(PPMI)的数据和先前发表的EWAS进行帕金森病全血EWAS荟萃分析,纳入了总共3068名参与者的结果。最后,我们为每个奥斯陆和PPMI参与者生成了多个基于甲基化的评分,并分别以及在联合多评分模型中测试它们与疾病状态的关联。

结果

在EWAS荟萃分析中,我们证实了SLC7A11的高甲基化,并确定了LPIN1附近一个新的差异甲基化CpG。一个联合多评分模型结合了多基因风险以及基于甲基化的帕金森病表观遗传风险、吸烟和白细胞比例估计值,在奥斯陆队列中,受试者工作特征曲线下面积为0.82,在PPMI中为0.65,可将患者与对照参与者区分开来。

解读

我们的结果突出了DNA甲基化分析在捕捉疾病风险多个方面的能力,表明其在神经退行性疾病精准医学中的生物标志物潜力。特定差异甲基化CpG在不同数据集之间的可重复性有限,但如果未来的研究设计能够考虑疾病阶段并纳入环境暴露数据,可重复性可能会提高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3df7/12040500/42ab1c2046d3/ACN3-12-701-g001.jpg

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