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阿尔茨海默病连续体中的血浆 miRNA:与中枢生物标志物的关系。

Plasma miRNAs across the Alzheimer's disease continuum: Relationship to central biomarkers.

机构信息

Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA.

Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA.

出版信息

Alzheimers Dement. 2024 Nov;20(11):7698-7714. doi: 10.1002/alz.14230. Epub 2024 Sep 18.

Abstract

INTRODUCTION

MicroRNAs (miRNAs) play important roles in gene expression regulation and Alzheimer's disease (AD) pathogenesis.

METHODS

We investigated the association between baseline plasma miRNAs and central AD biomarkers from the Alzheimer's Disease Neuroimaging Initiative (ADNI; N = 803): amyloid, tau, and neurodegeneration (A/T/N). Differentially expressed miRNAs and their targets were identified, followed by pathway enrichment analysis. Machine learning approaches were applied to investigate the role of miRNAs as blood biomarkers.

RESULTS

We identified nine, two, and eight miRNAs significantly associated with A/T/N positivity, respectively. We identified 271 genes targeted by amyloid-related miRNAs with estrogen signaling receptor-mediated signaling among the enriched pathways. Additionally, 220 genes targeted by neurodegeneration-related miRNAs showed enrichment in pathways including the insulin growth factor 1 pathway. The classification performance of demographic information for A/T/N positivity was increased up to 9% with the inclusion of miRNAs.

DISCUSSION

Plasma miRNAs were associated with central A/T/N biomarkers, highlighting their potential as blood biomarkers.

HIGHLIGHTS

We performed association analysis of microRNAs (miRNAs) with amyloid/tau/neurodegeneration (A/T/N) biomarker positivity. We identified dysregulated miRNAs for A/T/N biomarker positivity. We identified Alzheimer's disease biomarker-specific/common pathways related to miRNAs. miRNAs improved the classification for A/T/N positivity by up to 9%. Our study highlights the potential of miRNAs as blood biomarkers.

摘要

简介

MicroRNAs(miRNAs)在基因表达调控和阿尔茨海默病(AD)发病机制中发挥重要作用。

方法

我们研究了阿尔茨海默病神经影像学倡议(ADNI;N=803)中基线血浆 miRNAs 与中枢 AD 生物标志物之间的关联:淀粉样蛋白、tau 和神经退行性变(A/T/N)。鉴定了差异表达的 miRNAs 及其靶标,然后进行了途径富集分析。应用机器学习方法研究了 miRNAs 作为血液生物标志物的作用。

结果

我们分别确定了与 A/T/N 阳性相关的 9、2 和 8 个 miRNAs。我们确定了与淀粉样蛋白相关的 miRNAs 靶向的 271 个基因,其中包括丰富途径中的雌激素信号受体介导的信号。此外,与神经退行性变相关的 miRNAs 靶向的 220 个基因在包括胰岛素生长因子 1 途径在内的途径中表现出富集。通过包含 miRNAs,AD/T/N 阳性的人口统计学信息的分类性能提高了高达 9%。

讨论

血浆 miRNAs 与中枢 A/T/N 生物标志物相关,突出了其作为血液生物标志物的潜力。

重点

我们对 microRNAs(miRNAs)与淀粉样蛋白/tau/神经退行性变(A/T/N)生物标志物阳性进行了关联分析。我们确定了与 A/T/N 生物标志物阳性相关的失调 miRNAs。我们确定了与 miRNAs 相关的阿尔茨海默病生物标志物特异性/常见途径。miRNAs 使 A/T/N 阳性的分类提高了高达 9%。我们的研究强调了 miRNAs 作为血液生物标志物的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/953e/11567826/34d71e4b8751/ALZ-20-7698-g001.jpg

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