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MicroRNA Expression Levels Are Altered in the Cerebrospinal Fluid of Patients with Young-Onset Alzheimer's Disease.在早发性阿尔茨海默病患者的脑脊液中,microRNA 的表达水平发生改变。
Mol Neurobiol. 2018 Dec;55(12):8826-8841. doi: 10.1007/s12035-018-1032-x. Epub 2018 Mar 30.
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Cerebrospinal fluid CD4+ T lymphocyte-derived miRNA-let-7b can enhances the diagnostic performance of Alzheimer's disease biomarkers.脑脊液中CD4 + T淋巴细胞衍生的微小RNA-let-7b可提高阿尔茨海默病生物标志物的诊断效能。
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Validation of microRNAs in Cerebrospinal Fluid as Biomarkers for Different Forms of Dementia in a Multicenter Study.多中心研究中脑脊液中微小RNA作为不同形式痴呆生物标志物的验证
J Alzheimers Dis. 2016 Apr 16;52(4):1321-33. doi: 10.3233/JAD-160038.
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Integration of extracellular RNA profiling data using metadata, biomedical ontologies and Linked Data technologies.使用元数据、生物医学本体和链接数据技术整合细胞外 RNA 分析数据。
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Extracellular RNAs: development as biomarkers of human disease.细胞外 RNA:作为人类疾病生物标志物的发展。
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MicroRNA Profiling of CSF Reveals Potential Biomarkers to Detect Alzheimer`s Disease.脑脊液的微小RNA分析揭示了检测阿尔茨海默病的潜在生物标志物。
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Diagnostic Values of Cerebrospinal Fluid T-Tau and Aβ₄₂ using Meso Scale Discovery Assays for Alzheimer's Disease.使用中尺度发现分析方法检测脑脊液中总tau蛋白(T-Tau)和β淀粉样蛋白42(Aβ₄₂)对阿尔茨海默病的诊断价值
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阿尔茨海默病患者脑脊液中 microRNA 生物标志物的验证。

Validation of MicroRNA Biomarkers for Alzheimer's Disease in Human Cerebrospinal Fluid.

机构信息

Biostatistics & Design Program, Oregon Health & Science University, Portland, OR, USA.

Department of Anesthesiology & Perioperative Medicine, Oregon Health & Science University, Portland, OR, USA.

出版信息

J Alzheimers Dis. 2019;67(3):875-891. doi: 10.3233/JAD-180539.

DOI:10.3233/JAD-180539
PMID:30689565
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6687305/
Abstract

We previously discovered microRNAs (miRNAs) in cerebrospinal fluid (CSF) that differentiate Alzheimer's disease (AD) patients from Controls. Here we examined the performance of 37 candidate AD miRNA biomarkers in a new and independent cohort of CSF from 47 AD patients and 71 Controls on custom TaqMan arrays. We employed a consensus ranking approach to provide an overall priority score for each miRNA, then used multimarker models to assess the relative contributions of the top-ranking miRNAs to differentiate AD from Controls. We assessed classification performance of the top-ranking miRNAs when combined with apolipoprotein E4 (APOE4) genotype status or CSF amyloid-β42 (Aβ42):total tau (T-tau) measures. We also assessed whether miRNAs that ranked higher as AD markers correlate with Mini-Mental State Examination (MMSE) scores. We show that of 37 miRNAs brought forth from the discovery study, 26 miRNAs remained viable as candidate biomarkers for AD in the validation study. We found that combinations of 6-7 miRNAs work better to identify AD than subsets of fewer miRNAs. Of 26 miRNAs that contribute most to the multimarker models, 14 have higher potential than the others to predict AD. Addition of these 14 miRNAs to APOE4 status or CSF Aβ42:T-tau measures significantly improved classification performance for AD. We further show that individual miRNAs that ranked higher as AD markers correlate more strongly with changes in MMSE scores. Our studies validate that a set of CSF miRNAs serve as biomarkers for AD, and support their advancement toward development as biomarkers in the clinical setting.

摘要

我们之前在脑脊液 (CSF) 中发现了能够区分阿尔茨海默病 (AD) 患者和对照组的 microRNAs (miRNAs)。在这里,我们在一个新的、独立的 CSF 队列中,对 47 名 AD 患者和 71 名对照者的 37 种候选 AD miRNA 生物标志物,使用定制 TaqMan 阵列进行了检测。我们采用共识排名方法为每个 miRNA 提供一个整体优先级评分,然后使用多标志物模型评估排名最高的 miRNA 对 AD 与对照组进行区分的相对贡献。我们评估了排名最高的 miRNA 与载脂蛋白 E4 (APOE4) 基因型状态或 CSF 淀粉样蛋白-β42 (Aβ42):总 tau (T-tau) 测量相结合时的分类性能。我们还评估了作为 AD 标志物排名较高的 miRNA 是否与 Mini-Mental State Examination (MMSE) 评分相关。我们表明,在发现研究中提出的 37 种 miRNA 中,有 26 种 miRNA 在验证研究中仍然是 AD 的候选生物标志物。我们发现,6-7 个 miRNA 的组合比较少 miRNA 的子集更能有效地识别 AD。在对多标志物模型贡献最大的 26 个 miRNA 中,有 14 个比其他 miRNA 更有潜力预测 AD。将这 14 个 miRNA 添加到 APOE4 状态或 CSF Aβ42:T-tau 测量中,显著提高了 AD 的分类性能。我们进一步表明,作为 AD 标志物排名较高的单个 miRNA 与 MMSE 评分变化的相关性更强。我们的研究验证了一组 CSF miRNAs 可作为 AD 的生物标志物,并支持将其进一步开发为临床环境中的生物标志物。