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Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis

Mental stress is a growing problem in our society. In order to deal with this, it is important to understand the underlying stress mechanisms. In this study, we aim to determine how the cardiorespiratory interactions are affected by mental arithmetic stress and attention. We conduct cross time-frequ...

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Autores principales: Widjaja, Devy, Orini, Michele, Vlemincx, Elke, Van Huffel, Sabine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3872389/
https://www.ncbi.nlm.nih.gov/pubmed/24386006
http://dx.doi.org/10.1155/2013/451857
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author Widjaja, Devy
Orini, Michele
Vlemincx, Elke
Van Huffel, Sabine
author_facet Widjaja, Devy
Orini, Michele
Vlemincx, Elke
Van Huffel, Sabine
author_sort Widjaja, Devy
collection PubMed
description Mental stress is a growing problem in our society. In order to deal with this, it is important to understand the underlying stress mechanisms. In this study, we aim to determine how the cardiorespiratory interactions are affected by mental arithmetic stress and attention. We conduct cross time-frequency (TF) analyses to assess the cardiorespiratory coupling. In addition, we introduce partial TF spectra to separate variations in the RR interval series that are linearly related to respiration from RR interval variations (RRV) that are not related to respiration. The performance of partial spectra is evaluated in two simulation studies. Time-varying parameters, such as instantaneous powers and frequencies, are derived from the computed spectra. Statistical analysis is carried out continuously in time to evaluate the dynamic response to mental stress and attention. The results show an increased heart and respiratory rate during stress and attention, compared to a resting condition. Also a fast reduction in vagal activity is noted. The partial TF analysis reveals a faster reduction of RRV power related to (3 s) than unrelated to (30 s) respiration, demonstrating that the autonomic response to mental stress is driven by mechanisms characterized by different temporal scales.
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spelling pubmed-38723892014-01-02 Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis Widjaja, Devy Orini, Michele Vlemincx, Elke Van Huffel, Sabine Comput Math Methods Med Research Article Mental stress is a growing problem in our society. In order to deal with this, it is important to understand the underlying stress mechanisms. In this study, we aim to determine how the cardiorespiratory interactions are affected by mental arithmetic stress and attention. We conduct cross time-frequency (TF) analyses to assess the cardiorespiratory coupling. In addition, we introduce partial TF spectra to separate variations in the RR interval series that are linearly related to respiration from RR interval variations (RRV) that are not related to respiration. The performance of partial spectra is evaluated in two simulation studies. Time-varying parameters, such as instantaneous powers and frequencies, are derived from the computed spectra. Statistical analysis is carried out continuously in time to evaluate the dynamic response to mental stress and attention. The results show an increased heart and respiratory rate during stress and attention, compared to a resting condition. Also a fast reduction in vagal activity is noted. The partial TF analysis reveals a faster reduction of RRV power related to (3 s) than unrelated to (30 s) respiration, demonstrating that the autonomic response to mental stress is driven by mechanisms characterized by different temporal scales. Hindawi Publishing Corporation 2013 2013-12-10 /pmc/articles/PMC3872389/ /pubmed/24386006 http://dx.doi.org/10.1155/2013/451857 Text en Copyright © 2013 Devy Widjaja et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Widjaja, Devy
Orini, Michele
Vlemincx, Elke
Van Huffel, Sabine
Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis
title Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis
title_full Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis
title_fullStr Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis
title_full_unstemmed Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis
title_short Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis
title_sort cardiorespiratory dynamic response to mental stress: a multivariate time-frequency analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3872389/
https://www.ncbi.nlm.nih.gov/pubmed/24386006
http://dx.doi.org/10.1155/2013/451857
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