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Vowel production: a potential speech biomarker for early detection of dysarthria in Parkinson’s disease
OBJECTIVES: Our aim is to detect early, subclinical speech biomarkers of dysarthria in Parkinson’s disease (PD), i.e., systematic atypicalities in speech that remain subtle, are not easily detectible by the clinician, so that the patient is labeled “non-dysarthric.” Based on promising exploratory wo...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493417/ https://www.ncbi.nlm.nih.gov/pubmed/37701868 http://dx.doi.org/10.3389/fpsyg.2023.1129830 |
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author | Roland, Virginie Huet, Kathy Harmegnies, Bernard Piccaluga, Myriam Verhaegen, Clémence Delvaux, Véronique |
author_facet | Roland, Virginie Huet, Kathy Harmegnies, Bernard Piccaluga, Myriam Verhaegen, Clémence Delvaux, Véronique |
author_sort | Roland, Virginie |
collection | PubMed |
description | OBJECTIVES: Our aim is to detect early, subclinical speech biomarkers of dysarthria in Parkinson’s disease (PD), i.e., systematic atypicalities in speech that remain subtle, are not easily detectible by the clinician, so that the patient is labeled “non-dysarthric.” Based on promising exploratory work, we examine here whether vowel articulation, as assessed by three acoustic metrics, can be used as early indicator of speech difficulties associated with Parkinson’s disease. STUDY DESIGN: This is a prospective case–control study. METHODS: Sixty-three individuals with PD and 35 without PD (healthy controls-HC) participated in this study. Out of 63 PD patients, 43 had been diagnosed with dysarthria (DPD) and 20 had not (NDPD). Sustained vowels were recorded for each speaker and formant frequencies were measured. The analyses focus on three acoustic metrics: individual vowel triangle areas (tVSA), vowel articulation index (VAI) and the Phi index. RESULTS: tVSA were found to be significantly smaller for DPD speakers than for HC. The VAI showed significant differences between these two groups, indicating greater centralization and lower vowel contrasts in the DPD speakers with dysarhtria. In addition, DPD and NDPD speakers had lower Phi values, indicating a lower organization of their vowel system compared to the HC. Results also showed that the VAI index was the most efficient to distinguish between DPD and NDPD whereas the Phi index was the best acoustic metric to discriminate NDPD and HC. CONCLUSION: This acoustic study identified potential subclinical vowel-related speech biomarkers of dysarthria in speakers with Parkinson’s disease who have not been diagnosed with dysarthria. |
format | Online Article Text |
id | pubmed-10493417 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104934172023-09-12 Vowel production: a potential speech biomarker for early detection of dysarthria in Parkinson’s disease Roland, Virginie Huet, Kathy Harmegnies, Bernard Piccaluga, Myriam Verhaegen, Clémence Delvaux, Véronique Front Psychol Psychology OBJECTIVES: Our aim is to detect early, subclinical speech biomarkers of dysarthria in Parkinson’s disease (PD), i.e., systematic atypicalities in speech that remain subtle, are not easily detectible by the clinician, so that the patient is labeled “non-dysarthric.” Based on promising exploratory work, we examine here whether vowel articulation, as assessed by three acoustic metrics, can be used as early indicator of speech difficulties associated with Parkinson’s disease. STUDY DESIGN: This is a prospective case–control study. METHODS: Sixty-three individuals with PD and 35 without PD (healthy controls-HC) participated in this study. Out of 63 PD patients, 43 had been diagnosed with dysarthria (DPD) and 20 had not (NDPD). Sustained vowels were recorded for each speaker and formant frequencies were measured. The analyses focus on three acoustic metrics: individual vowel triangle areas (tVSA), vowel articulation index (VAI) and the Phi index. RESULTS: tVSA were found to be significantly smaller for DPD speakers than for HC. The VAI showed significant differences between these two groups, indicating greater centralization and lower vowel contrasts in the DPD speakers with dysarhtria. In addition, DPD and NDPD speakers had lower Phi values, indicating a lower organization of their vowel system compared to the HC. Results also showed that the VAI index was the most efficient to distinguish between DPD and NDPD whereas the Phi index was the best acoustic metric to discriminate NDPD and HC. CONCLUSION: This acoustic study identified potential subclinical vowel-related speech biomarkers of dysarthria in speakers with Parkinson’s disease who have not been diagnosed with dysarthria. Frontiers Media S.A. 2023-08-28 /pmc/articles/PMC10493417/ /pubmed/37701868 http://dx.doi.org/10.3389/fpsyg.2023.1129830 Text en Copyright © 2023 Roland, Huet, Harmegnies, Piccaluga, Verhaegen and Delvaux. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Roland, Virginie Huet, Kathy Harmegnies, Bernard Piccaluga, Myriam Verhaegen, Clémence Delvaux, Véronique Vowel production: a potential speech biomarker for early detection of dysarthria in Parkinson’s disease |
title | Vowel production: a potential speech biomarker for early detection of dysarthria in Parkinson’s disease |
title_full | Vowel production: a potential speech biomarker for early detection of dysarthria in Parkinson’s disease |
title_fullStr | Vowel production: a potential speech biomarker for early detection of dysarthria in Parkinson’s disease |
title_full_unstemmed | Vowel production: a potential speech biomarker for early detection of dysarthria in Parkinson’s disease |
title_short | Vowel production: a potential speech biomarker for early detection of dysarthria in Parkinson’s disease |
title_sort | vowel production: a potential speech biomarker for early detection of dysarthria in parkinson’s disease |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493417/ https://www.ncbi.nlm.nih.gov/pubmed/37701868 http://dx.doi.org/10.3389/fpsyg.2023.1129830 |
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