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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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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. |
format | Online Article Text |
id | pubmed-3872389 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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