混合效应位置量表模型揭示了每小时认知变异性与阿尔茨海默病风险之间的关系。

IF 2.6 3区 心理学 Q3 NEUROSCIENCES
Neuropsychology Pub Date : 2024-01-01 Epub Date: 2023-04-20 DOI:10.1037/neu0000905
Andrew J Aschenbrenner, Jason Hassenstab, John C Morris, Carlos Cruchaga, Joshua J Jackson
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引用次数: 0

摘要

目的:关于衰老和阿尔茨海默病(AD)的观察性研究通常集中在相对较长时间(几年或几十年)内认知表现的平均水平变化上。此外,一些研究还研究了快速反应时间的试验水平波动与年龄和AD的关系。当前项目的目的是描述认知正常的老年人在重复几天的试验中的变异模式,作为AD风险的函数。方法:当前项目检查了认知动态研究(ARC)智能手机应用程序的性能,这是一种高频远程认知评估范式,负责对情景记忆、空间工作记忆和处理速度进行简短测试。贝叶斯混合效应位置量表模型用于探索在1周的评估间隔内,28次重复治疗的平均认知表现和个体内变异性的差异,作为年龄和AD遗传风险的函数,特别是至少一种载脂蛋白E(APOE)ε4等位基因的存在。结果:处理速度和工作记忆的平均表现与年龄和APOE状态呈负相关。更重要的是,与非载波相比,e4载波在处理速度测试中表现出更高的会话级别可变性。与预期相反,年龄和教育与认知变异性的关系并不一致。结论:临床前AD风险,定义为至少拥有一个APOEε4等位基因,不仅与平均水平的表现差异有关,还与重复测试的变异性增加有关,尤其是在处理速度测试中。因此,认知变异性可能是AD风险的一个额外的重要指标。(PsycInfo数据库记录(c)2023 APA,保留所有权利)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Relationships between hourly cognitive variability and risk of Alzheimer's disease revealed with mixed-effects location scale models.

Objective: Observational studies on aging and Alzheimer's disease (AD) typically focus on mean-level changes in cognitive performance over relatively long periods of time (years or decades). Additionally, some studies have examined how trial-level fluctuations in speeded reaction time are related to both age and AD. The aim of the current project was to describe patterns of variability across repeated days of testing as a function of AD risk in cognitively normal older adults.

Method: The current project examined the performance of the Ambulatory Research in Cognition (ARC) smartphone application, a high-frequency remote cognitive assessment paradigm, that administers brief tests of episodic memory, spatial working memory, and processing speed. Bayesian mixed-effects location scale models were used to explore differences in mean cognitive performance and intraindividual variability across 28 repeated sessions over a 1-week assessment interval as function of age and genetic risk of AD, specifically the presence of at least one apolipoprotein E (APOE) ε4 allele.

Results: Mean performance on processing speed and working memory was negatively related to age and APOE status. More importantly, e4 carriers exhibited increased session-level variability on a test of processing speed compared to noncarriers. Age and education did not consistently relate to cognitive variability, contrary to expectations.

Conclusion: Preclinical AD risk, defined as possessing at least one APOE ε4 allele, is not only associated with mean-level performance differences, but also with increases in variability across repeated testing occasions particularly on a test of processing speed. Thus, cognitive variability may serve as an additional and important indicator of AD risk. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

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来源期刊
Neuropsychology
Neuropsychology 医学-神经科学
CiteScore
4.10
自引率
4.20%
发文量
132
审稿时长
6-12 weeks
期刊介绍: Neuropsychology publishes original, empirical research; systematic reviews and meta-analyses; and theoretical articles on the relation between brain and human cognitive, emotional, and behavioral function.
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