Coherence and Coupling Functions Reveal Microvascular Impairment in Treated Hypertension

The complex interactions that give rise to heart rate variability (HRV) involve coupled physiological oscillators operating over a wide range of different frequencies and length-scales. Based on the premise that interactions are key to the functioning of complex systems, the time-dependent determini...

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Main Authors: Valentina Ticcinelli, Tomislav Stankovski, Dmytro Iatsenko, Alan Bernjak, Adam E. Bradbury, Andrew R. Gallagher, Peter B. M. Clarkson, Peter V. E. McClintock, Aneta Stefanovska
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-10-01
Series:Frontiers in Physiology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fphys.2017.00749/full
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spelling doaj-2649e645aa06456ab1a9258eea5e73322020-11-24T20:53:45ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2017-10-01810.3389/fphys.2017.00749276433Coherence and Coupling Functions Reveal Microvascular Impairment in Treated HypertensionValentina Ticcinelli0Tomislav Stankovski1Tomislav Stankovski2Dmytro Iatsenko3Dmytro Iatsenko4Alan Bernjak5Alan Bernjak6Adam E. Bradbury7Andrew R. Gallagher8Peter B. M. Clarkson9Peter V. E. McClintock10Aneta Stefanovska11Physics Department, Lancaster University, Lancaster, United KingdomPhysics Department, Lancaster University, Lancaster, United KingdomFaculty of Medicine, Saints Cyril and Methodius University of Skopje, Skopje, MacedoniaPhysics Department, Lancaster University, Lancaster, United KingdomDeutsche Bank AG, London, United KingdomPhysics Department, Lancaster University, Lancaster, United KingdomDepartment of Oncology & Metabolism, University of Sheffield, Sheffield, United KingdomPhysics Department, Lancaster University, Lancaster, United KingdomLancaster Medical Practice, Lancaster, United KingdomDepartment of Cardiology, Raigmore Hospital, Inverness, United KingdomPhysics Department, Lancaster University, Lancaster, United KingdomPhysics Department, Lancaster University, Lancaster, United KingdomThe complex interactions that give rise to heart rate variability (HRV) involve coupled physiological oscillators operating over a wide range of different frequencies and length-scales. Based on the premise that interactions are key to the functioning of complex systems, the time-dependent deterministic coupling parameters underlying cardiac, respiratory and vascular regulation have been investigated at both the central and microvascular levels. Hypertension was considered as an example of a globally altered state of the complex dynamics of the cardiovascular system. Its effects were established through analysis of simultaneous recordings of the electrocardiogram (ECG), respiratory effort, and microvascular blood flow [by laser Doppler flowmetry (LDF)]. The signals were analyzed by methods developed to capture time-dependent dynamics, including the wavelet transform, wavelet-based phase coherence, non-linear mode decomposition, and dynamical Bayesian inference, all of which can encompass the inherent frequency and coupling variability of living systems. Phases of oscillatory modes corresponding to the cardiac (around 1.0 Hz), respiratory (around 0.25 Hz), and vascular myogenic activities (around 0.1 Hz) were extracted and combined into two coupled networks describing the central and peripheral systems, respectively. The corresponding spectral powers and coupling functions were computed. The same measurements and analyses were performed for three groups of subjects: healthy young (Y group, 24.4 ± 3.4 y), healthy aged (A group, 71.1 ± 6.6 y), and aged treated hypertensive patients (ATH group, 70.3 ± 6.7 y). It was established that the degree of coherence between low-frequency oscillations near 0.1 Hz in blood flow and in HRV time series differs markedly between the groups, declining with age and nearly disappearing in treated hypertension. Comparing the two healthy groups it was found that the couplings to the cardiac rhythm from both respiration and vascular myogenic activity decrease significantly in aging. Comparing the data from A and ATH groups it was found that the coupling from the vascular myogenic activity is significantly weaker in treated hypertension subjects, implying that the mechanisms of microcirculation are not completely restored by current anti-hypertension medications.http://journal.frontiersin.org/article/10.3389/fphys.2017.00749/fullhypertensioncardiovascular regulationagingheart rate variabilitymicrovascular blood flow oscillationsnon-linear oscillator
collection DOAJ
language English
format Article
sources DOAJ
author Valentina Ticcinelli
Tomislav Stankovski
Tomislav Stankovski
Dmytro Iatsenko
Dmytro Iatsenko
Alan Bernjak
Alan Bernjak
Adam E. Bradbury
Andrew R. Gallagher
Peter B. M. Clarkson
Peter V. E. McClintock
Aneta Stefanovska
spellingShingle Valentina Ticcinelli
Tomislav Stankovski
Tomislav Stankovski
Dmytro Iatsenko
Dmytro Iatsenko
Alan Bernjak
Alan Bernjak
Adam E. Bradbury
Andrew R. Gallagher
Peter B. M. Clarkson
Peter V. E. McClintock
Aneta Stefanovska
Coherence and Coupling Functions Reveal Microvascular Impairment in Treated Hypertension
Frontiers in Physiology
hypertension
cardiovascular regulation
aging
heart rate variability
microvascular blood flow oscillations
non-linear oscillator
author_facet Valentina Ticcinelli
Tomislav Stankovski
Tomislav Stankovski
Dmytro Iatsenko
Dmytro Iatsenko
Alan Bernjak
Alan Bernjak
Adam E. Bradbury
Andrew R. Gallagher
Peter B. M. Clarkson
Peter V. E. McClintock
Aneta Stefanovska
author_sort Valentina Ticcinelli
title Coherence and Coupling Functions Reveal Microvascular Impairment in Treated Hypertension
title_short Coherence and Coupling Functions Reveal Microvascular Impairment in Treated Hypertension
title_full Coherence and Coupling Functions Reveal Microvascular Impairment in Treated Hypertension
title_fullStr Coherence and Coupling Functions Reveal Microvascular Impairment in Treated Hypertension
title_full_unstemmed Coherence and Coupling Functions Reveal Microvascular Impairment in Treated Hypertension
title_sort coherence and coupling functions reveal microvascular impairment in treated hypertension
publisher Frontiers Media S.A.
series Frontiers in Physiology
issn 1664-042X
publishDate 2017-10-01
description The complex interactions that give rise to heart rate variability (HRV) involve coupled physiological oscillators operating over a wide range of different frequencies and length-scales. Based on the premise that interactions are key to the functioning of complex systems, the time-dependent deterministic coupling parameters underlying cardiac, respiratory and vascular regulation have been investigated at both the central and microvascular levels. Hypertension was considered as an example of a globally altered state of the complex dynamics of the cardiovascular system. Its effects were established through analysis of simultaneous recordings of the electrocardiogram (ECG), respiratory effort, and microvascular blood flow [by laser Doppler flowmetry (LDF)]. The signals were analyzed by methods developed to capture time-dependent dynamics, including the wavelet transform, wavelet-based phase coherence, non-linear mode decomposition, and dynamical Bayesian inference, all of which can encompass the inherent frequency and coupling variability of living systems. Phases of oscillatory modes corresponding to the cardiac (around 1.0 Hz), respiratory (around 0.25 Hz), and vascular myogenic activities (around 0.1 Hz) were extracted and combined into two coupled networks describing the central and peripheral systems, respectively. The corresponding spectral powers and coupling functions were computed. The same measurements and analyses were performed for three groups of subjects: healthy young (Y group, 24.4 ± 3.4 y), healthy aged (A group, 71.1 ± 6.6 y), and aged treated hypertensive patients (ATH group, 70.3 ± 6.7 y). It was established that the degree of coherence between low-frequency oscillations near 0.1 Hz in blood flow and in HRV time series differs markedly between the groups, declining with age and nearly disappearing in treated hypertension. Comparing the two healthy groups it was found that the couplings to the cardiac rhythm from both respiration and vascular myogenic activity decrease significantly in aging. Comparing the data from A and ATH groups it was found that the coupling from the vascular myogenic activity is significantly weaker in treated hypertension subjects, implying that the mechanisms of microcirculation are not completely restored by current anti-hypertension medications.
topic hypertension
cardiovascular regulation
aging
heart rate variability
microvascular blood flow oscillations
non-linear oscillator
url http://journal.frontiersin.org/article/10.3389/fphys.2017.00749/full
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