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Delta band activity contributes to the identification of command following in disorder of consciousness
The overt or covert ability to follow commands in patients with disorders of consciousness is considered a sign of awareness and has recently been defined as cortically mediated behaviour. Despite its clinical relevance, the brain signatures of the perceptual processing supporting command following...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357781/ https://www.ncbi.nlm.nih.gov/pubmed/34381123 http://dx.doi.org/10.1038/s41598-021-95818-6 |
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author | Rivera-Lillo, Gonzalo Stamatakis, Emmanuel A. Bekinschtein, Tristan A. Menon, David K. Chennu, Srivas |
author_facet | Rivera-Lillo, Gonzalo Stamatakis, Emmanuel A. Bekinschtein, Tristan A. Menon, David K. Chennu, Srivas |
author_sort | Rivera-Lillo, Gonzalo |
collection | PubMed |
description | The overt or covert ability to follow commands in patients with disorders of consciousness is considered a sign of awareness and has recently been defined as cortically mediated behaviour. Despite its clinical relevance, the brain signatures of the perceptual processing supporting command following have been elusive. This multimodal study investigates the temporal spectral pattern of electrical brain activity to identify features that differentiated healthy controls from patients both able and unable to follow commands. We combined evidence from behavioural assessment, functional neuroimaging during mental imagery and high-density electroencephalography collected during auditory prediction, from 21 patients and 10 controls. We used a penalised regression model to identify command following using features from electroencephalography. We identified seven well-defined spatiotemporal signatures in the delta, theta and alpha bands that together contribute to identify DoC subjects with and without the ability to follow command, and further distinguished these groups of patients from controls. A fine-grained analysis of these seven signatures enabled us to determine that increased delta modulation at the frontal sensors was the main feature in command following patients. In contrast, higher frequency theta and alpha modulations differentiated controls from both groups of patients. Our findings highlight a key role of spatiotemporally specific delta modulation in supporting cortically mediated behaviour including the ability to follow command. However, patients able to follow commands nevertheless have marked differences in brain activity in comparison with healthy volunteers. |
format | Online Article Text |
id | pubmed-8357781 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83577812021-08-13 Delta band activity contributes to the identification of command following in disorder of consciousness Rivera-Lillo, Gonzalo Stamatakis, Emmanuel A. Bekinschtein, Tristan A. Menon, David K. Chennu, Srivas Sci Rep Article The overt or covert ability to follow commands in patients with disorders of consciousness is considered a sign of awareness and has recently been defined as cortically mediated behaviour. Despite its clinical relevance, the brain signatures of the perceptual processing supporting command following have been elusive. This multimodal study investigates the temporal spectral pattern of electrical brain activity to identify features that differentiated healthy controls from patients both able and unable to follow commands. We combined evidence from behavioural assessment, functional neuroimaging during mental imagery and high-density electroencephalography collected during auditory prediction, from 21 patients and 10 controls. We used a penalised regression model to identify command following using features from electroencephalography. We identified seven well-defined spatiotemporal signatures in the delta, theta and alpha bands that together contribute to identify DoC subjects with and without the ability to follow command, and further distinguished these groups of patients from controls. A fine-grained analysis of these seven signatures enabled us to determine that increased delta modulation at the frontal sensors was the main feature in command following patients. In contrast, higher frequency theta and alpha modulations differentiated controls from both groups of patients. Our findings highlight a key role of spatiotemporally specific delta modulation in supporting cortically mediated behaviour including the ability to follow command. However, patients able to follow commands nevertheless have marked differences in brain activity in comparison with healthy volunteers. Nature Publishing Group UK 2021-08-11 /pmc/articles/PMC8357781/ /pubmed/34381123 http://dx.doi.org/10.1038/s41598-021-95818-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Rivera-Lillo, Gonzalo Stamatakis, Emmanuel A. Bekinschtein, Tristan A. Menon, David K. Chennu, Srivas Delta band activity contributes to the identification of command following in disorder of consciousness |
title | Delta band activity contributes to the identification of command following in disorder of consciousness |
title_full | Delta band activity contributes to the identification of command following in disorder of consciousness |
title_fullStr | Delta band activity contributes to the identification of command following in disorder of consciousness |
title_full_unstemmed | Delta band activity contributes to the identification of command following in disorder of consciousness |
title_short | Delta band activity contributes to the identification of command following in disorder of consciousness |
title_sort | delta band activity contributes to the identification of command following in disorder of consciousness |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357781/ https://www.ncbi.nlm.nih.gov/pubmed/34381123 http://dx.doi.org/10.1038/s41598-021-95818-6 |
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