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Comparison of semantic and episodic memory BOLD fMRI activation in predicting cognitive decline in older adults

机译:语义与巨大记忆大胆FMRI激活的比较预测老年人认知下降

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摘要

Previous studies suggest that task-activated fMRI can predict future cognitive decline among healthy older adults. The present fMRI study examined the relative sensitivity of semantic memory (SM) versus episodic memory (EM) activation tasks for predicting cognitive decline. Seventy-eight cognitively intact elders underwent neuropsychological testing at entry and after an 18-month interval, with participants classified as cognitively “Stable” or “Declining” based on ≥1.0 SD decline in performance. Baseline fMRI scanning involved SM (famous name discrimination) and EM (name recognition) tasks. SM and EM fMRI activation, along with APOE ε4 status, served as predictors of cognitive outcome using a logistic regression analysis. Twenty-seven (34.6%) participants were classified as Declining and 51 (65.4%) as Stable. APOE ε4 status alone significantly predicted cognitive decline (R2 = .106; C index = .642). Addition of SM activation significantly improved prediction accuracy (R2 = .285; C index = .787), whereas the addition of EM did not (R2 = .212; C index = .711). In combination with APOE status, SM task activation predicts future cognitive decline better than EM activation. These results have implications for use of fMRI in prevention clinical trials involving the identification of persons at-risk for age-associated memory loss and Alzheimer’s disease.
机译:先前的研究表明,任务激活的功能磁共振成像可以预测健康老年人的未来认知能力下降。当前的fMRI研究检查了语义记忆(SM)与情节记忆(EM)激活任务相对的敏感性,以预测认知能力下降。七十八名完好无损的老年人在入院时和间隔18个月后接受了神经心理学测试,参与者根据≥1.0 SD的表现下降被分类为认知“稳定”或“下降”。基线功能磁共振成像扫描涉及SM(著名的名字识别)和EM(名字识别)任务。使用logistic回归分析,SM和EM fMRI激活以及APOEε4状态可作为认知结果的预测指标。 27名(34.6%)参与者被列为“下降”,而51名(65.4%)被列为“稳定”。单独的APOEε4状态可显着预测认知能力下降(R 2 = .106; C指数= .642)。增加SM激活显着提高了预测准确性(R 2 = .285; C指数= .787),而增加EM则没有(R 2 = .212; C索引= .711)。结合APOE状态,SM任务激活比EM激活更好地预测未来的认知能力下降。这些结果对于在预防性临床试验中使用功能磁共振成像具有重要意义,该临床试验包括确定与年龄有关的记忆力丧失和阿尔茨海默氏病的风险人群。

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