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Identifying Changepoints in Biomarkers During the Preclinical Phase of Alzheimer’s Disease

机译:识别阿尔茨海默氏病临床前阶段生物标志物的变化点

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>Objective: Several models have been proposed for the evolution of Alzheimer’s disease (AD) biomarkers. The aim of this study was to identify changepoints in a range of biomarkers during the preclinical phase of AD.>Methods: We examined nine measures based on cerebrospinal fluid (CSF), magnetic resonance imaging (MRI) and cognitive testing, obtained from 306 cognitively normal individuals, a subset of whom subsequently progressed to the symptomatic phase of AD. A changepoint model was used to determine which of the measures had a significant change in slope in relation to clinical symptom onset.>Results: All nine measures had significant changepoints, all of which preceded symptom onset, however, the timing of these changepoints varied considerably. A single measure, CSF t-tau, had an early changepoint (34 years prior to symptom onset). A group of measures, including the remaining CSF measures (CSF Abeta and phosphorylated tau) and all cognitive tests had changepoints 10–15 years prior to symptom onset. A second group is formed by medial temporal lobe shape composite measures, with a 6-year time difference between the right and left side (respectively nine and 3 years prior to symptom onset).>Conclusion: These findings highlight the long period of time prior to symptom onset during which AD pathology is accumulating in the brain. There are several significant findings, including the early changes in cognition and the laterality of the MRI findings. Additional work is needed to clarify their significance.
机译:>目的:已经提出了几种用于阿尔茨海默氏病(AD)生物标记物进化的模型。这项研究的目的是在AD的临床前阶段识别一系列生物标志物的变化点。>方法:我们研究了基于脑脊液(CSF),磁共振成像(MRI)和认知功能的九种指标测试来自306名认知正常的个体,这些个体的一部分随后进入了AD的症状期。 >结果:所有九种措施都有明显的改变点,所有这些改变都在症状发作之前,但是,改变点模型用于确定哪些措施的斜率与临床症状发作有关。这些变更点的时间差异很大。一项单一的CSF t-tau指标具有较早的变化点(症状发作前34年)。一组措施,包括其余的CSF措施(CSF Abeta和磷酸化的tau)以及所有认知测试在症状发作前10–15年都有变化点。第二组由内侧颞叶形状复合测量组成,左右两侧之间有6年的时间差(分别在症状发作前9年和3年)。>结论:症状发作之前很长一段时间,在此期间,AD病理在大脑中累积。有几个重要发现,包括认知的早期改变和MRI发现的偏侧性。需要进一步的工作来阐明其重要性。

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