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Directed Functional Coordination Analysis of Swallowing Muscles in Healthy and Dysphagic Subjects by Surface Electromyography

Swallowing is a complex sequence of highly regulated and coordinated skeletal and smooth muscle activity. Previous studies have attempted to determine the temporal relationship between the muscles to establish the activation sequence pattern, assessing functional muscle coordination with cross-corre...

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Autores principales: Ye-Lin, Yiyao, Prats-Boluda, Gema, Galiano-Botella, Marina, Roldan-Vasco, Sebastian, Orozco-Duque, Andres, Garcia-Casado, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9230381/
https://www.ncbi.nlm.nih.gov/pubmed/35746295
http://dx.doi.org/10.3390/s22124513
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author Ye-Lin, Yiyao
Prats-Boluda, Gema
Galiano-Botella, Marina
Roldan-Vasco, Sebastian
Orozco-Duque, Andres
Garcia-Casado, Javier
author_facet Ye-Lin, Yiyao
Prats-Boluda, Gema
Galiano-Botella, Marina
Roldan-Vasco, Sebastian
Orozco-Duque, Andres
Garcia-Casado, Javier
author_sort Ye-Lin, Yiyao
collection PubMed
description Swallowing is a complex sequence of highly regulated and coordinated skeletal and smooth muscle activity. Previous studies have attempted to determine the temporal relationship between the muscles to establish the activation sequence pattern, assessing functional muscle coordination with cross-correlation or coherence, which is seriously impaired by volume conduction. In the present work, we used conditional Granger causality from surface electromyography signals to analyse the directed functional coordination between different swallowing muscles in both healthy and dysphagic subjects ingesting saliva, water, and yoghurt boluses. In healthy individuals, both bilateral and ipsilateral muscles showed higher coupling strength than contralateral muscles. We also found a dominant downward direction in ipsilateral supra and infrahyoid muscles. In dysphagic subjects, we found a significantly higher right-to-left infrahyoid, right ipsilateral infra-to-suprahyoid, and left ipsilateral supra-to-infrahyoid interactions, in addition to significant differences in the left ipsilateral muscles between bolus types. Our results suggest that the functional coordination analysis of swallowing muscles contains relevant information on the swallowing process and possible dysfunctions associated with dysphagia, indicating that it could potentially be used to assess the progress of the disease or the effectiveness of rehabilitation therapies.
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spelling pubmed-92303812022-06-25 Directed Functional Coordination Analysis of Swallowing Muscles in Healthy and Dysphagic Subjects by Surface Electromyography Ye-Lin, Yiyao Prats-Boluda, Gema Galiano-Botella, Marina Roldan-Vasco, Sebastian Orozco-Duque, Andres Garcia-Casado, Javier Sensors (Basel) Article Swallowing is a complex sequence of highly regulated and coordinated skeletal and smooth muscle activity. Previous studies have attempted to determine the temporal relationship between the muscles to establish the activation sequence pattern, assessing functional muscle coordination with cross-correlation or coherence, which is seriously impaired by volume conduction. In the present work, we used conditional Granger causality from surface electromyography signals to analyse the directed functional coordination between different swallowing muscles in both healthy and dysphagic subjects ingesting saliva, water, and yoghurt boluses. In healthy individuals, both bilateral and ipsilateral muscles showed higher coupling strength than contralateral muscles. We also found a dominant downward direction in ipsilateral supra and infrahyoid muscles. In dysphagic subjects, we found a significantly higher right-to-left infrahyoid, right ipsilateral infra-to-suprahyoid, and left ipsilateral supra-to-infrahyoid interactions, in addition to significant differences in the left ipsilateral muscles between bolus types. Our results suggest that the functional coordination analysis of swallowing muscles contains relevant information on the swallowing process and possible dysfunctions associated with dysphagia, indicating that it could potentially be used to assess the progress of the disease or the effectiveness of rehabilitation therapies. MDPI 2022-06-15 /pmc/articles/PMC9230381/ /pubmed/35746295 http://dx.doi.org/10.3390/s22124513 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ye-Lin, Yiyao
Prats-Boluda, Gema
Galiano-Botella, Marina
Roldan-Vasco, Sebastian
Orozco-Duque, Andres
Garcia-Casado, Javier
Directed Functional Coordination Analysis of Swallowing Muscles in Healthy and Dysphagic Subjects by Surface Electromyography
title Directed Functional Coordination Analysis of Swallowing Muscles in Healthy and Dysphagic Subjects by Surface Electromyography
title_full Directed Functional Coordination Analysis of Swallowing Muscles in Healthy and Dysphagic Subjects by Surface Electromyography
title_fullStr Directed Functional Coordination Analysis of Swallowing Muscles in Healthy and Dysphagic Subjects by Surface Electromyography
title_full_unstemmed Directed Functional Coordination Analysis of Swallowing Muscles in Healthy and Dysphagic Subjects by Surface Electromyography
title_short Directed Functional Coordination Analysis of Swallowing Muscles in Healthy and Dysphagic Subjects by Surface Electromyography
title_sort directed functional coordination analysis of swallowing muscles in healthy and dysphagic subjects by surface electromyography
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9230381/
https://www.ncbi.nlm.nih.gov/pubmed/35746295
http://dx.doi.org/10.3390/s22124513
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