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Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients

Synergy and redundancy are concepts that suggest, respectively, adaptability and fault tolerance of systems with complex behavior. This study computes redundancy/synergy in bivariate systems formed by a target X and a driver Y according to the predictive information decomposition approach and partia...

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Autores principales: Porta, Alberto, Maestri, Roberto, Bari, Vlasta, De Maria, Beatrice, Cairo, Beatrice, Vaini, Emanuele, La Rovere, Maria Teresa, Pinna, Gian Domenico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512533/
https://www.ncbi.nlm.nih.gov/pubmed/33266673
http://dx.doi.org/10.3390/e20120949
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author Porta, Alberto
Maestri, Roberto
Bari, Vlasta
De Maria, Beatrice
Cairo, Beatrice
Vaini, Emanuele
La Rovere, Maria Teresa
Pinna, Gian Domenico
author_facet Porta, Alberto
Maestri, Roberto
Bari, Vlasta
De Maria, Beatrice
Cairo, Beatrice
Vaini, Emanuele
La Rovere, Maria Teresa
Pinna, Gian Domenico
author_sort Porta, Alberto
collection PubMed
description Synergy and redundancy are concepts that suggest, respectively, adaptability and fault tolerance of systems with complex behavior. This study computes redundancy/synergy in bivariate systems formed by a target X and a driver Y according to the predictive information decomposition approach and partial information decomposition framework based on the minimal mutual information principle. The two approaches assess the redundancy/synergy of past of X and Y in reducing the uncertainty of the current state of X. The methods were applied to evaluate the interactions between heart and respiration in healthy young subjects (n = 19) during controlled breathing at 10, 15 and 20 breaths/minute and in two groups of chronic heart failure patients during paced respiration at 6 (n = 9) and 15 (n = 20) breaths/minutes from spontaneous beat-to-beat fluctuations of heart period and respiratory signal. Both methods suggested that slowing respiratory rate below the spontaneous frequency increases redundancy of cardiorespiratory control in both healthy and pathological groups, thus possibly improving fault tolerance of the cardiorespiratory control. The two methods provide markers complementary to respiratory sinus arrhythmia and the strength of the linear coupling between heart period variability and respiration in describing the physiology of the cardiorespiratory reflex suitable to be exploited in various pathophysiological settings.
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spelling pubmed-75125332020-11-09 Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients Porta, Alberto Maestri, Roberto Bari, Vlasta De Maria, Beatrice Cairo, Beatrice Vaini, Emanuele La Rovere, Maria Teresa Pinna, Gian Domenico Entropy (Basel) Article Synergy and redundancy are concepts that suggest, respectively, adaptability and fault tolerance of systems with complex behavior. This study computes redundancy/synergy in bivariate systems formed by a target X and a driver Y according to the predictive information decomposition approach and partial information decomposition framework based on the minimal mutual information principle. The two approaches assess the redundancy/synergy of past of X and Y in reducing the uncertainty of the current state of X. The methods were applied to evaluate the interactions between heart and respiration in healthy young subjects (n = 19) during controlled breathing at 10, 15 and 20 breaths/minute and in two groups of chronic heart failure patients during paced respiration at 6 (n = 9) and 15 (n = 20) breaths/minutes from spontaneous beat-to-beat fluctuations of heart period and respiratory signal. Both methods suggested that slowing respiratory rate below the spontaneous frequency increases redundancy of cardiorespiratory control in both healthy and pathological groups, thus possibly improving fault tolerance of the cardiorespiratory control. The two methods provide markers complementary to respiratory sinus arrhythmia and the strength of the linear coupling between heart period variability and respiration in describing the physiology of the cardiorespiratory reflex suitable to be exploited in various pathophysiological settings. MDPI 2018-12-10 /pmc/articles/PMC7512533/ /pubmed/33266673 http://dx.doi.org/10.3390/e20120949 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Porta, Alberto
Maestri, Roberto
Bari, Vlasta
De Maria, Beatrice
Cairo, Beatrice
Vaini, Emanuele
La Rovere, Maria Teresa
Pinna, Gian Domenico
Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients
title Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients
title_full Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients
title_fullStr Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients
title_full_unstemmed Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients
title_short Paced Breathing Increases the Redundancy of Cardiorespiratory Control in Healthy Individuals and Chronic Heart Failure Patients
title_sort paced breathing increases the redundancy of cardiorespiratory control in healthy individuals and chronic heart failure patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512533/
https://www.ncbi.nlm.nih.gov/pubmed/33266673
http://dx.doi.org/10.3390/e20120949
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