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Cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats

Mental stress-induced biological responses considerably differ across animals, which may be explained by intrinsic brain activity patterns. To address this hypothesis, we recorded local field potential signals from six cortical areas, electrocardiograms, and electromyograms from freely moving rats....

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Autores principales: Nakayama, Ryota, Ikegaya, Yuji, Sasaki, Takuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6646347/
https://www.ncbi.nlm.nih.gov/pubmed/31332238
http://dx.doi.org/10.1038/s41598-019-47171-y
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author Nakayama, Ryota
Ikegaya, Yuji
Sasaki, Takuya
author_facet Nakayama, Ryota
Ikegaya, Yuji
Sasaki, Takuya
author_sort Nakayama, Ryota
collection PubMed
description Mental stress-induced biological responses considerably differ across animals, which may be explained by intrinsic brain activity patterns. To address this hypothesis, we recorded local field potential signals from six cortical areas, electrocardiograms, and electromyograms from freely moving rats. Based on their stress-induced changes in cardiac signals, individual defeated rats were classified into stress susceptible and resilient groups. Rats with lower correlations in theta power across wide ranges of cortical regions before the stress challenge had higher probability to be stress-susceptible rats as defined based on the irregularity of heartbeat signals. A combination of principal component analysis and the support vector machine algorithm revealed that functional connections across cortical regions could be predictive factors accounting for individual differences in future stress susceptibility. These results suggest that individual differences in cortical activity may be a mechanism that causes abnormal activity of peripheral organs in response to mental stress episodes. This evidence will advance the understanding of the neurophysiological correlates of mind-body associations during mental stress exposure.
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spelling pubmed-66463472019-07-29 Cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats Nakayama, Ryota Ikegaya, Yuji Sasaki, Takuya Sci Rep Article Mental stress-induced biological responses considerably differ across animals, which may be explained by intrinsic brain activity patterns. To address this hypothesis, we recorded local field potential signals from six cortical areas, electrocardiograms, and electromyograms from freely moving rats. Based on their stress-induced changes in cardiac signals, individual defeated rats were classified into stress susceptible and resilient groups. Rats with lower correlations in theta power across wide ranges of cortical regions before the stress challenge had higher probability to be stress-susceptible rats as defined based on the irregularity of heartbeat signals. A combination of principal component analysis and the support vector machine algorithm revealed that functional connections across cortical regions could be predictive factors accounting for individual differences in future stress susceptibility. These results suggest that individual differences in cortical activity may be a mechanism that causes abnormal activity of peripheral organs in response to mental stress episodes. This evidence will advance the understanding of the neurophysiological correlates of mind-body associations during mental stress exposure. Nature Publishing Group UK 2019-07-22 /pmc/articles/PMC6646347/ /pubmed/31332238 http://dx.doi.org/10.1038/s41598-019-47171-y Text en © The Author(s) 2019 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Nakayama, Ryota
Ikegaya, Yuji
Sasaki, Takuya
Cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats
title Cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats
title_full Cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats
title_fullStr Cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats
title_full_unstemmed Cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats
title_short Cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats
title_sort cortical-wide functional correlations are associated with stress-induced cardiac dysfunctions in individual rats
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6646347/
https://www.ncbi.nlm.nih.gov/pubmed/31332238
http://dx.doi.org/10.1038/s41598-019-47171-y
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