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Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress
Heart rate variability (HRV; variability of the RR interval of the electrocardiogram) results from the activity of several coexisting control mechanisms, which involve the influence of respiration (RESP) and systolic blood pressure (SBP) oscillations operating across multiple temporal scales and cha...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515015/ https://www.ncbi.nlm.nih.gov/pubmed/33267240 http://dx.doi.org/10.3390/e21050526 |
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author | Krohova, Jana Faes, Luca Czippelova, Barbora Turianikova, Zuzana Mazgutova, Nikoleta Pernice, Riccardo Busacca, Alessandro Marinazzo, Daniele Stramaglia, Sebastiano Javorka, Michal |
author_facet | Krohova, Jana Faes, Luca Czippelova, Barbora Turianikova, Zuzana Mazgutova, Nikoleta Pernice, Riccardo Busacca, Alessandro Marinazzo, Daniele Stramaglia, Sebastiano Javorka, Michal |
author_sort | Krohova, Jana |
collection | PubMed |
description | Heart rate variability (HRV; variability of the RR interval of the electrocardiogram) results from the activity of several coexisting control mechanisms, which involve the influence of respiration (RESP) and systolic blood pressure (SBP) oscillations operating across multiple temporal scales and changing in different physiological states. In this study, multiscale information decomposition is used to dissect the physiological mechanisms related to the genesis of HRV in 78 young volunteers monitored at rest and during postural and mental stress evoked by head-up tilt (HUT) and mental arithmetics (MA). After representing RR, RESP and SBP at different time scales through a recently proposed method based on multivariate state space models, the joint information transfer [Formula: see text] is decomposed into unique, redundant and synergistic components, describing the strength of baroreflex modulation independent of respiration ([Formula: see text]), nonbaroreflex ([Formula: see text]) and baroreflex-mediated ([Formula: see text]) respiratory influences, and simultaneous presence of baroreflex and nonbaroreflex respiratory influences ([Formula: see text]), respectively. We find that fast (short time scale) HRV oscillations—respiratory sinus arrhythmia—originate from the coexistence of baroreflex and nonbaroreflex (central) mechanisms at rest, with a stronger baroreflex involvement during HUT. Focusing on slower HRV oscillations, the baroreflex origin is dominant and MA leads to its higher involvement. Respiration influences independent on baroreflex are present at long time scales, and are enhanced during HUT. |
format | Online Article Text |
id | pubmed-7515015 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75150152020-11-09 Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress Krohova, Jana Faes, Luca Czippelova, Barbora Turianikova, Zuzana Mazgutova, Nikoleta Pernice, Riccardo Busacca, Alessandro Marinazzo, Daniele Stramaglia, Sebastiano Javorka, Michal Entropy (Basel) Article Heart rate variability (HRV; variability of the RR interval of the electrocardiogram) results from the activity of several coexisting control mechanisms, which involve the influence of respiration (RESP) and systolic blood pressure (SBP) oscillations operating across multiple temporal scales and changing in different physiological states. In this study, multiscale information decomposition is used to dissect the physiological mechanisms related to the genesis of HRV in 78 young volunteers monitored at rest and during postural and mental stress evoked by head-up tilt (HUT) and mental arithmetics (MA). After representing RR, RESP and SBP at different time scales through a recently proposed method based on multivariate state space models, the joint information transfer [Formula: see text] is decomposed into unique, redundant and synergistic components, describing the strength of baroreflex modulation independent of respiration ([Formula: see text]), nonbaroreflex ([Formula: see text]) and baroreflex-mediated ([Formula: see text]) respiratory influences, and simultaneous presence of baroreflex and nonbaroreflex respiratory influences ([Formula: see text]), respectively. We find that fast (short time scale) HRV oscillations—respiratory sinus arrhythmia—originate from the coexistence of baroreflex and nonbaroreflex (central) mechanisms at rest, with a stronger baroreflex involvement during HUT. Focusing on slower HRV oscillations, the baroreflex origin is dominant and MA leads to its higher involvement. Respiration influences independent on baroreflex are present at long time scales, and are enhanced during HUT. MDPI 2019-05-24 /pmc/articles/PMC7515015/ /pubmed/33267240 http://dx.doi.org/10.3390/e21050526 Text en © 2019 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 Krohova, Jana Faes, Luca Czippelova, Barbora Turianikova, Zuzana Mazgutova, Nikoleta Pernice, Riccardo Busacca, Alessandro Marinazzo, Daniele Stramaglia, Sebastiano Javorka, Michal Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress |
title | Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress |
title_full | Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress |
title_fullStr | Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress |
title_full_unstemmed | Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress |
title_short | Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress |
title_sort | multiscale information decomposition dissects control mechanisms of heart rate variability at rest and during physiological stress |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515015/ https://www.ncbi.nlm.nih.gov/pubmed/33267240 http://dx.doi.org/10.3390/e21050526 |
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