高频率的停顿后词语选择和任务依赖性言语行为是轻度认知障碍患者连贯言语的特点。

IF 3.4 3区 医学 Q2 NEUROSCIENCES
Michael J Kleiman, James E Galvin
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引用次数: 0

摘要

背景:阿尔茨海默病(AD)的特征是认知能力逐渐下降,包括言语表达和流畅性受损。轻度认知障碍(MCI)是老年痴呆症的前兆,也与言语行为的变化有关,但程度更为微妙:本研究旨在调查 MCI 患者和健康对照组(HCs)在有停顿和无停顿之后的言语行为(停顿后言语行为)是否存在差异,以及这些差异如何受到各种言语任务的认知要求的影响:方法: 我们分析了两组患者在不同任务中的语音转录样本,包括即时和延迟叙事回忆、图片描述和自由回答。研究的主要指标包括词汇和句法复杂性、词汇频率和多样性,以及总体和停顿后的语篇使用情况:结果:观察到各组之间在停顿使用方面存在显著差异,MCI 组的停顿发生率更高,停顿后的潜伏期更长。在自由反应任务中,MCI 参与者在填充停顿后的词频较高,而在其他任务中则不然,这可能是由于任务的认知负荷相对较大。立即回忆任务最有助于区分不同的组别。利用随机森林分类器进行的预测分析表明,使用言语行为指标区分 MCI 和 HC 具有高度特异性:停顿后的言语行为在 MCI 参与者和健康对照组之间存在差异,这些差异受到言语任务的认知要求的影响。这些停顿后言语指标可以很容易地集成到现有的言语分析范式中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High frequency post-pause word choices and task-dependent speech behavior characterize connected speech in individuals with mild cognitive impairment.

Background: Alzheimer's disease (AD) is characterized by progressive cognitive decline, including impairments in speech production and fluency. Mild cognitive impairment (MCI), a prodrome of AD, has also been linked with changes in speech behavior but to a more subtle degree.

Objective: This study aimed to investigate whether speech behavior immediately following both filled and unfilled pauses (post-pause speech behavior) differs between individuals with MCI and healthy controls (HCs), and how these differences are influenced by the cognitive demands of various speech tasks.

Methods: Transcribed speech samples were analyzed from both groups across different tasks, including immediate and delayed narrative recall, picture descriptions, and free responses. Key metrics including lexical and syntactic complexity, lexical frequency and diversity, and part of speech usage, both overall and post-pause, were examined.

Results: Significant differences in pause usage were observed between groups, with a higher incidence and longer latencies following these pauses in the MCI group. Lexical frequency following filled pauses was higher among MCI participants in the free response task but not in other tasks, potentially due to the relative cognitive load of the tasks. The immediate recall task was most useful at differentiating between groups. Predictive analyses utilizing random forest classifiers demonstrated high specificity in using speech behavior metrics to differentiate between MCI and HCs.

Conclusions: Speech behavior following pauses differs between MCI participants and healthy controls, with these differences being influenced by the cognitive demands of the speech tasks. These post-pause speech metrics can be easily integrated into existing speech analysis paradigms.

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来源期刊
Journal of Alzheimer's Disease
Journal of Alzheimer's Disease 医学-神经科学
CiteScore
6.40
自引率
7.50%
发文量
1327
审稿时长
2 months
期刊介绍: The Journal of Alzheimer''s Disease (JAD) is an international multidisciplinary journal to facilitate progress in understanding the etiology, pathogenesis, epidemiology, genetics, behavior, treatment and psychology of Alzheimer''s disease. The journal publishes research reports, reviews, short communications, hypotheses, ethics reviews, book reviews, and letters-to-the-editor. The journal is dedicated to providing an open forum for original research that will expedite our fundamental understanding of Alzheimer''s disease.
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