Reversal of the concreteness effect can be detected in the natural speech of older adults with amnestic, but not non‐amnestic, mild cognitive impairment

Luwen Cao, Kunmei Han, Li Lin, J. Hing, Vincent Ooi, Nick Huang, Junhong Yu, Ted Kheng Siang Ng, Lei Feng, Rathi Mahendran, E. Kua, Zhiming Bao
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Abstract

Abstract INTRODUCTION Patients with Alzheimer's disease present with difficulty in lexical retrieval and reversal of the concreteness effect in nouns. Little is known about the phenomena before the onset of symptoms. We anticipate early linguistic signs in the speech of people who suffer from amnestic mild cognitive impairment (MCI). Here, we report the results of a corpus‐linguistic approach to the early detection of cognitive impairment. METHODS One hundred forty‐eight English‐speaking Singaporeans provided natural speech data, on topics of their choice; 74 were diagnosed with single‐domain MCI (38 amnestic, 36 non‐amnestic), 74 cognitively healthy. The recordings yield 267,310 words, which are tagged for parts of speech. We calculate the per‐minute word counts and concreteness scores of all tagged words, nouns, and verbs in the dataset. RESULTS Compared to controls, subjects with amnestic MCI produce fewer but more abstract nouns. Verbs are not affected. DISCUSSION Slower retrieval of nouns and the reversal of the concreteness effect in nouns are manifested in natural speech and can be detected early through corpus‐based analysis. Highlights Reversal of the concreteness effect is manifested in patients with Alzheimer's disease (AD) and semantic dementia. The paper reports a corpus‐based analysis of natural speech by people with amnestic and non‐amnestic mild cognitive impairment (MCI) and cognitively healthy controls. People with amnestic MCI produce fewer and more abstract nouns than people with non‐amnestic MCI and healthy controls. Verbs appear to be unaffected. The imageability problem can be detected in natural everyday speech by people with amnestic MCI, which carries a higher risk of conversion to AD.
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在患有轻度认知障碍的失忆老年人的自然言语中可以检测到具体性效应的逆转,而在非失忆老年人的自然言语中则无法检测到这种效应
摘要 引言 阿尔茨海默病患者表现为词汇检索困难和名词的具体性效应逆转。人们对发病前的这些现象知之甚少。我们希望在患有失忆性轻度认知障碍(MCI)的人的言语中发现早期语言迹象。在此,我们报告了通过语料库语言学方法早期检测认知障碍的结果。方法 148 名讲英语的新加坡人提供了自然语音数据,话题由他们自己选择;其中 74 人被诊断为单域 MCI(38 人失忆,36 人非失忆),74 人认知健康。录音共产生 267,310 个单词,这些单词已标记为语篇。我们计算了数据集中所有标记词、名词和动词的每分钟词数和具体化得分。结果 与对照组相比,患有失忆性 MCI 的受试者产生的抽象名词更少,但更抽象。动词则不受影响。讨论 在自然语音中,名词检索速度较慢,名词的具体性效应发生逆转,这些现象可以通过基于语料库的分析及早发现。亮点 具体化效应的逆转在阿尔茨海默病(AD)和语义痴呆症患者中有所表现。本文报告了基于语料库对有记忆障碍和无记忆障碍的轻度认知障碍(MCI)患者以及认知健康对照组的自然语音进行的分析。与非忆性轻度认知障碍患者和健康对照组相比,忆性轻度认知障碍患者产生的名词更少、更抽象。动词似乎不受影响。失忆型 MCI 患者在日常自然言语中可以发现形象性问题,而这种情况转化为注意力缺失症的风险较高。
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