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

IF 13 1区 医学 Q1 CLINICAL NEUROLOGY Alzheimer's & Dementia Pub Date : 2024-09-18 DOI:10.1002/alz.14230
Shiwei Liu,Tamina Park,Dennis M Krüger,Tonatiuh Pena-Centeno,Susanne Burkhardt,Anna-Lena Schutz,Yen-Ning Huang,Thea Rosewood,Soumilee Chaudhuri,MinYoung Cho,Shannon L Risacher,Yang Wan,Leslie M Shaw,Farahnaz Sananbenesi,Alexander S Brodsky,Honghuang Lin,Andre Krunic,Jan Krzysztof Blusztajn,Andrew J Saykin,Ivana Delalle,Andre Fischer,Kwangsik Nho,
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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.
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方法 我们研究了基线血浆 miRNA 与阿尔茨海默病神经影像学倡议(ADNI;N = 803)的中心 AD 生物标记物:淀粉样蛋白、tau 和神经变性(A/T/N)之间的关联。确定了差异表达的 miRNA 及其靶标,然后进行了通路富集分析。结果我们分别发现了 9 个、2 个和 8 个与 A/T/N 阳性显著相关的 miRNA。我们发现了 271 个与淀粉样蛋白相关的 miRNA 靶向基因,其中雌激素信号受体介导的信号转导是富集通路之一。此外,神经变性相关 miRNA 靶向的 220 个基因在包括胰岛素生长因子 1 通路在内的通路中显示出富集。纳入 miRNAs 后,人口统计学信息对 A/T/N 阳性的分类性能提高了 9%。摘要我们进行了微小 RNAs(miRNAs)与淀粉样蛋白/陶氏体/神经变性(A/T/N)生物标记物阳性的关联分析。我们发现了A/T/N生物标志物阳性的失调miRNAs。我们发现了与 miRNA 相关的阿尔茨海默病生物标记物特异/常见通路。我们的研究凸显了 miRNA 作为血液生物标记物的潜力。
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来源期刊
Alzheimer's & Dementia
Alzheimer's & Dementia 医学-临床神经学
CiteScore
14.50
自引率
5.00%
发文量
299
审稿时长
3 months
期刊介绍: Alzheimer's & Dementia is a peer-reviewed journal that aims to bridge knowledge gaps in dementia research by covering the entire spectrum, from basic science to clinical trials to social and behavioral investigations. It provides a platform for rapid communication of new findings and ideas, optimal translation of research into practical applications, increasing knowledge across diverse disciplines for early detection, diagnosis, and intervention, and identifying promising new research directions. In July 2008, Alzheimer's & Dementia was accepted for indexing by MEDLINE, recognizing its scientific merit and contribution to Alzheimer's research.
期刊最新文献
The plasma miRNAome in ADNI: Signatures to aid the detection of at-risk individuals. Plasma miRNAs across the Alzheimer's disease continuum: Relationship to central biomarkers. Pilot implementation of the revised criteria for staging of Alzheimer's disease by the Alzheimer's Association Workgroup in a tertiary memory clinic Integrating amyloid imaging and genetics for early risk stratification of Alzheimer's disease Issue Information
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