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Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury

BACKGROUND/OBJECTIVE: Changes in speech can be detected objectively before and during migraine attacks. The goal of this study was to interrogate whether speech changes can be detected in subjects with post-traumatic headache (PTH) attributed to mild traumatic brain injury (mTBI) and whether there a...

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Autores principales: Chong, Catherine D., Zhang, Jianwei, Li, Jing, Wu, Teresa, Dumkrieger, Gina, Nikolova, Simona, Ross, Katherine, Stegmann, Gabriela, Liss, Julie, Schwedt, Todd J., Jayasuriya, Suren, Berisha, Visar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Milan 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8305503/
https://www.ncbi.nlm.nih.gov/pubmed/34301180
http://dx.doi.org/10.1186/s10194-021-01296-6
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author Chong, Catherine D.
Zhang, Jianwei
Li, Jing
Wu, Teresa
Dumkrieger, Gina
Nikolova, Simona
Ross, Katherine
Stegmann, Gabriela
Liss, Julie
Schwedt, Todd J.
Jayasuriya, Suren
Berisha, Visar
author_facet Chong, Catherine D.
Zhang, Jianwei
Li, Jing
Wu, Teresa
Dumkrieger, Gina
Nikolova, Simona
Ross, Katherine
Stegmann, Gabriela
Liss, Julie
Schwedt, Todd J.
Jayasuriya, Suren
Berisha, Visar
author_sort Chong, Catherine D.
collection PubMed
description BACKGROUND/OBJECTIVE: Changes in speech can be detected objectively before and during migraine attacks. The goal of this study was to interrogate whether speech changes can be detected in subjects with post-traumatic headache (PTH) attributed to mild traumatic brain injury (mTBI) and whether there are within-subject changes in speech during headaches compared to the headache-free state. METHODS: Using a series of speech elicitation tasks uploaded via a mobile application, PTH subjects and healthy controls (HC) provided speech samples once every 3 days, over a period of 12 weeks. The following speech parameters were assessed: vowel space area, vowel articulation precision, consonant articulation precision, average pitch, pitch variance, speaking rate and pause rate. Speech samples of subjects with PTH were compared to HC. To assess speech changes associated with PTH, speech samples of subjects during headache were compared to speech samples when subjects were headache-free. All analyses were conducted using a mixed-effect model design. RESULTS: Longitudinal speech samples were collected from nineteen subjects with PTH (mean age = 42.5, SD = 13.7) who were an average of 14 days (SD = 32.2) from their mTBI at the time of enrollment and thirty-one HC (mean age = 38.7, SD = 12.5). Regardless of headache presence or absence, PTH subjects had longer pause rates and reductions in vowel and consonant articulation precision relative to HC. On days when speech was collected during a headache, there were longer pause rates, slower sentence speaking rates and less precise consonant articulation compared to the speech production of HC. During headache, PTH subjects had slower speaking rates yet more precise vowel articulation compared to when they were headache-free. CONCLUSIONS: Compared to HC, subjects with acute PTH demonstrate altered speech as measured by objective features of speech production. For individuals with PTH, speech production may have been more effortful resulting in slower speaking rates and more precise vowel articulation during headache vs. when they were headache-free, suggesting that speech alterations were related to PTH and not solely due to the underlying mTBI.
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spelling pubmed-83055032021-07-28 Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury Chong, Catherine D. Zhang, Jianwei Li, Jing Wu, Teresa Dumkrieger, Gina Nikolova, Simona Ross, Katherine Stegmann, Gabriela Liss, Julie Schwedt, Todd J. Jayasuriya, Suren Berisha, Visar J Headache Pain Research Article BACKGROUND/OBJECTIVE: Changes in speech can be detected objectively before and during migraine attacks. The goal of this study was to interrogate whether speech changes can be detected in subjects with post-traumatic headache (PTH) attributed to mild traumatic brain injury (mTBI) and whether there are within-subject changes in speech during headaches compared to the headache-free state. METHODS: Using a series of speech elicitation tasks uploaded via a mobile application, PTH subjects and healthy controls (HC) provided speech samples once every 3 days, over a period of 12 weeks. The following speech parameters were assessed: vowel space area, vowel articulation precision, consonant articulation precision, average pitch, pitch variance, speaking rate and pause rate. Speech samples of subjects with PTH were compared to HC. To assess speech changes associated with PTH, speech samples of subjects during headache were compared to speech samples when subjects were headache-free. All analyses were conducted using a mixed-effect model design. RESULTS: Longitudinal speech samples were collected from nineteen subjects with PTH (mean age = 42.5, SD = 13.7) who were an average of 14 days (SD = 32.2) from their mTBI at the time of enrollment and thirty-one HC (mean age = 38.7, SD = 12.5). Regardless of headache presence or absence, PTH subjects had longer pause rates and reductions in vowel and consonant articulation precision relative to HC. On days when speech was collected during a headache, there were longer pause rates, slower sentence speaking rates and less precise consonant articulation compared to the speech production of HC. During headache, PTH subjects had slower speaking rates yet more precise vowel articulation compared to when they were headache-free. CONCLUSIONS: Compared to HC, subjects with acute PTH demonstrate altered speech as measured by objective features of speech production. For individuals with PTH, speech production may have been more effortful resulting in slower speaking rates and more precise vowel articulation during headache vs. when they were headache-free, suggesting that speech alterations were related to PTH and not solely due to the underlying mTBI. Springer Milan 2021-07-23 /pmc/articles/PMC8305503/ /pubmed/34301180 http://dx.doi.org/10.1186/s10194-021-01296-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Chong, Catherine D.
Zhang, Jianwei
Li, Jing
Wu, Teresa
Dumkrieger, Gina
Nikolova, Simona
Ross, Katherine
Stegmann, Gabriela
Liss, Julie
Schwedt, Todd J.
Jayasuriya, Suren
Berisha, Visar
Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury
title Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury
title_full Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury
title_fullStr Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury
title_full_unstemmed Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury
title_short Altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury
title_sort altered speech patterns in subjects with post-traumatic headache due to mild traumatic brain injury
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8305503/
https://www.ncbi.nlm.nih.gov/pubmed/34301180
http://dx.doi.org/10.1186/s10194-021-01296-6
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