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A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups
BACKGROUND AND PURPOSE: Language dysfunction is a symptom common to patients with Alzheimer's disease (AD). Speech feature analysis may be a patient-friendly screening test for early-stage AD. We aimed to investigate the speech features of amnestic mild cognitive impairment (aMCI) compared to n...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korean Dementia Association
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8585532/ https://www.ncbi.nlm.nih.gov/pubmed/34795768 http://dx.doi.org/10.12779/dnd.2021.20.4.52 |
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author | Kim, Ko Woon Na, Seung-Hoon Chung, Young-Chul Shin, Byoung-Soo |
author_facet | Kim, Ko Woon Na, Seung-Hoon Chung, Young-Chul Shin, Byoung-Soo |
author_sort | Kim, Ko Woon |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Language dysfunction is a symptom common to patients with Alzheimer's disease (AD). Speech feature analysis may be a patient-friendly screening test for early-stage AD. We aimed to investigate the speech features of amnestic mild cognitive impairment (aMCI) compared to normal controls (NCs). METHODS: Spoken responses to test questions were recorded with a microphone placed 15 cm in front of each participant. Speech samples delivered in response to four spoken test prompts (free speech test, Mini-Mental State Examination [MMSE], picture description test, and sentence repetition test) were obtained from 98 patients with aMCI and 139 NCs. Each recording was transcribed, with speech features noted. The frequency of the ten speech features assessed was evaluated to compare speech abilities between the test groups. RESULTS: Among the ten speech features, the frequency of pauses (p=0.001) and mumbles (p=0.001) were significantly higher in patients with aMCI than in NCs. Moreover, MMSE score was found to negatively correlate with the frequency of pauses (r=−0.441, p<0.001) and mumbles (r=−0.341, p<0.001). CONCLUSIONS: Frequent pauses and mumbles reflect cognitive decline in aMCI patients in episodic and semantic memory tests. Speech feature analysis may prove to be a speech-based biomarker for screening early-stage cognitive impairment. |
format | Online Article Text |
id | pubmed-8585532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Korean Dementia Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-85855322021-11-17 A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups Kim, Ko Woon Na, Seung-Hoon Chung, Young-Chul Shin, Byoung-Soo Dement Neurocogn Disord Original Article BACKGROUND AND PURPOSE: Language dysfunction is a symptom common to patients with Alzheimer's disease (AD). Speech feature analysis may be a patient-friendly screening test for early-stage AD. We aimed to investigate the speech features of amnestic mild cognitive impairment (aMCI) compared to normal controls (NCs). METHODS: Spoken responses to test questions were recorded with a microphone placed 15 cm in front of each participant. Speech samples delivered in response to four spoken test prompts (free speech test, Mini-Mental State Examination [MMSE], picture description test, and sentence repetition test) were obtained from 98 patients with aMCI and 139 NCs. Each recording was transcribed, with speech features noted. The frequency of the ten speech features assessed was evaluated to compare speech abilities between the test groups. RESULTS: Among the ten speech features, the frequency of pauses (p=0.001) and mumbles (p=0.001) were significantly higher in patients with aMCI than in NCs. Moreover, MMSE score was found to negatively correlate with the frequency of pauses (r=−0.441, p<0.001) and mumbles (r=−0.341, p<0.001). CONCLUSIONS: Frequent pauses and mumbles reflect cognitive decline in aMCI patients in episodic and semantic memory tests. Speech feature analysis may prove to be a speech-based biomarker for screening early-stage cognitive impairment. Korean Dementia Association 2021-10 2021-09-27 /pmc/articles/PMC8585532/ /pubmed/34795768 http://dx.doi.org/10.12779/dnd.2021.20.4.52 Text en © 2021 Korean Dementia Association https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Kim, Ko Woon Na, Seung-Hoon Chung, Young-Chul Shin, Byoung-Soo A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups |
title | A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups |
title_full | A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups |
title_fullStr | A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups |
title_full_unstemmed | A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups |
title_short | A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups |
title_sort | comparison of speech features between mild cognitive impairment and healthy aging groups |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8585532/ https://www.ncbi.nlm.nih.gov/pubmed/34795768 http://dx.doi.org/10.12779/dnd.2021.20.4.52 |
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