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Development of a Speech-based Composite Score for Remotely Quantifying Language Changes in Frontotemporal Dementia

BACKGROUND: Changes to speech and language are common symptoms across different subtypes of frontotemporal dementia (FTD). These changes affect the ability to communicate, impacting everyday functions. Accurately assessing these changes may help clinicians to track disease progression and detect res...

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Autores principales: Robin, Jessica, Xu, Mengdan, Kaufman, Liam D., Simpson, William, McCaughey, Stella, Tatton, Nadine, Wolfus, Charles, Ward, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683975/
https://www.ncbi.nlm.nih.gov/pubmed/37878468
http://dx.doi.org/10.1097/WNN.0000000000000356
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author Robin, Jessica
Xu, Mengdan
Kaufman, Liam D.
Simpson, William
McCaughey, Stella
Tatton, Nadine
Wolfus, Charles
Ward, Michael
author_facet Robin, Jessica
Xu, Mengdan
Kaufman, Liam D.
Simpson, William
McCaughey, Stella
Tatton, Nadine
Wolfus, Charles
Ward, Michael
author_sort Robin, Jessica
collection PubMed
description BACKGROUND: Changes to speech and language are common symptoms across different subtypes of frontotemporal dementia (FTD). These changes affect the ability to communicate, impacting everyday functions. Accurately assessing these changes may help clinicians to track disease progression and detect response to treatment. OBJECTIVE: To determine which aspects of speech show significant change over time and to develop a novel composite score for tracking speech and language decline in individuals with FTD. METHOD: We recruited individuals with FTD to complete remote digital speech assessments based on a picture description task. Speech samples were analyzed to derive acoustic and linguistic measures of speech and language, which were tested for longitudinal change over the course of the study and were used to compute a novel composite score. RESULTS: Thirty-six (16 F, 20 M; M(age) = 61.3 years) individuals were enrolled in the study, with 27 completing a follow-up assessment 12 months later. We identified eight variables reflecting different aspects of language that showed longitudinal decline in the FTD clinical syndrome subtypes and developed a novel composite score based on these variables. The resulting composite score demonstrated a significant effect of change over time, high test–retest reliability, and a correlation with standard scores on various other speech tasks. CONCLUSION: Remote digital speech assessments have the potential to characterize speech and language abilities in individuals with FTD, reducing the burden of clinical assessments while providing a novel measure of speech and language abilities that is sensitive to disease and relevant to everyday function.
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spelling pubmed-106839752023-11-30 Development of a Speech-based Composite Score for Remotely Quantifying Language Changes in Frontotemporal Dementia Robin, Jessica Xu, Mengdan Kaufman, Liam D. Simpson, William McCaughey, Stella Tatton, Nadine Wolfus, Charles Ward, Michael Cogn Behav Neurol Original Studies BACKGROUND: Changes to speech and language are common symptoms across different subtypes of frontotemporal dementia (FTD). These changes affect the ability to communicate, impacting everyday functions. Accurately assessing these changes may help clinicians to track disease progression and detect response to treatment. OBJECTIVE: To determine which aspects of speech show significant change over time and to develop a novel composite score for tracking speech and language decline in individuals with FTD. METHOD: We recruited individuals with FTD to complete remote digital speech assessments based on a picture description task. Speech samples were analyzed to derive acoustic and linguistic measures of speech and language, which were tested for longitudinal change over the course of the study and were used to compute a novel composite score. RESULTS: Thirty-six (16 F, 20 M; M(age) = 61.3 years) individuals were enrolled in the study, with 27 completing a follow-up assessment 12 months later. We identified eight variables reflecting different aspects of language that showed longitudinal decline in the FTD clinical syndrome subtypes and developed a novel composite score based on these variables. The resulting composite score demonstrated a significant effect of change over time, high test–retest reliability, and a correlation with standard scores on various other speech tasks. CONCLUSION: Remote digital speech assessments have the potential to characterize speech and language abilities in individuals with FTD, reducing the burden of clinical assessments while providing a novel measure of speech and language abilities that is sensitive to disease and relevant to everyday function. Lippincott Williams & Wilkins 2023-10-24 /pmc/articles/PMC10683975/ /pubmed/37878468 http://dx.doi.org/10.1097/WNN.0000000000000356 Text en Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Original Studies
Robin, Jessica
Xu, Mengdan
Kaufman, Liam D.
Simpson, William
McCaughey, Stella
Tatton, Nadine
Wolfus, Charles
Ward, Michael
Development of a Speech-based Composite Score for Remotely Quantifying Language Changes in Frontotemporal Dementia
title Development of a Speech-based Composite Score for Remotely Quantifying Language Changes in Frontotemporal Dementia
title_full Development of a Speech-based Composite Score for Remotely Quantifying Language Changes in Frontotemporal Dementia
title_fullStr Development of a Speech-based Composite Score for Remotely Quantifying Language Changes in Frontotemporal Dementia
title_full_unstemmed Development of a Speech-based Composite Score for Remotely Quantifying Language Changes in Frontotemporal Dementia
title_short Development of a Speech-based Composite Score for Remotely Quantifying Language Changes in Frontotemporal Dementia
title_sort development of a speech-based composite score for remotely quantifying language changes in frontotemporal dementia
topic Original Studies
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10683975/
https://www.ncbi.nlm.nih.gov/pubmed/37878468
http://dx.doi.org/10.1097/WNN.0000000000000356
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