Bidirectional Cardio-Respiratory Interactions in Heart Failure

We investigated cardio-respiratory coupling in patients with heart failure by quantification of bidirectional interactions between cardiac (RR intervals) and respiratory signals with complementary measures of time series analysis. Heart failure patients were divided into three groups of twenty, age...

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Main Authors: Nikola N. Radovanović, Siniša U. Pavlović, Goran Milašinović, Bratislav Kirćanski, Mirjana M. Platiša
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-03-01
Series:Frontiers in Physiology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fphys.2018.00165/full
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spelling doaj-8c6df4861e9145049350b9e499339feb2020-11-24T20:54:18ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2018-03-01910.3389/fphys.2018.00165331043Bidirectional Cardio-Respiratory Interactions in Heart FailureNikola N. Radovanović0Siniša U. Pavlović1Siniša U. Pavlović2Goran Milašinović3Goran Milašinović4Bratislav Kirćanski5Mirjana M. Platiša6Pacemaker Center, Clinical Center of Serbia, Belgrade, SerbiaPacemaker Center, Clinical Center of Serbia, Belgrade, SerbiaFaculty of Medicine, University of Belgrade, Belgrade, SerbiaPacemaker Center, Clinical Center of Serbia, Belgrade, SerbiaFaculty of Medicine, University of Belgrade, Belgrade, SerbiaPacemaker Center, Clinical Center of Serbia, Belgrade, SerbiaInstitute of Biophysics, Faculty of Medicine, University of Belgrade, Belgrade, SerbiaWe investigated cardio-respiratory coupling in patients with heart failure by quantification of bidirectional interactions between cardiac (RR intervals) and respiratory signals with complementary measures of time series analysis. Heart failure patients were divided into three groups of twenty, age and gender matched, subjects: with sinus rhythm (HF-Sin), with sinus rhythm and ventricular extrasystoles (HF-VES), and with permanent atrial fibrillation (HF-AF). We included patients with indication for implantation of implantable cardioverter defibrillator or cardiac resynchronization therapy device. ECG and respiratory signals were simultaneously acquired during 20 min in supine position at spontaneous breathing frequency in 20 healthy control subjects and in patients before device implantation. We used coherence, Granger causality and cross-sample entropy analysis as complementary measures of bidirectional interactions between RR intervals and respiratory rhythm. In heart failure patients with arrhythmias (HF-VES and HF-AF) there is no coherence between signals (p < 0.01), while in HF-Sin it is reduced (p < 0.05), compared with control subjects. In all heart failure groups causality between signals is diminished, but with significantly stronger causality of RR signal in respiratory signal in HF-VES. Cross-sample entropy analysis revealed the strongest synchrony between respiratory and RR signal in HF-VES group. Beside respiratory sinus arrhythmia there is another type of cardio-respiratory interaction based on the synchrony between cardiac and respiratory rhythm. Both of them are altered in heart failure patients. Respiratory sinus arrhythmia is reduced in HF-Sin patients and vanished in heart failure patients with arrhythmias. Contrary, in HF-Sin and HF-VES groups, synchrony increased, probably as consequence of some dominant neural compensatory mechanisms. The coupling of cardiac and respiratory rhythm in heart failure patients varies depending on the presence of atrial/ventricular arrhythmias and it could be revealed by complementary methods of time series analysis.http://journal.frontiersin.org/article/10.3389/fphys.2018.00165/fullcardio-respiratory couplingheart failurerespiratory sinus arrhythmiacoherenceGranger causalitysample entropy
collection DOAJ
language English
format Article
sources DOAJ
author Nikola N. Radovanović
Siniša U. Pavlović
Siniša U. Pavlović
Goran Milašinović
Goran Milašinović
Bratislav Kirćanski
Mirjana M. Platiša
spellingShingle Nikola N. Radovanović
Siniša U. Pavlović
Siniša U. Pavlović
Goran Milašinović
Goran Milašinović
Bratislav Kirćanski
Mirjana M. Platiša
Bidirectional Cardio-Respiratory Interactions in Heart Failure
Frontiers in Physiology
cardio-respiratory coupling
heart failure
respiratory sinus arrhythmia
coherence
Granger causality
sample entropy
author_facet Nikola N. Radovanović
Siniša U. Pavlović
Siniša U. Pavlović
Goran Milašinović
Goran Milašinović
Bratislav Kirćanski
Mirjana M. Platiša
author_sort Nikola N. Radovanović
title Bidirectional Cardio-Respiratory Interactions in Heart Failure
title_short Bidirectional Cardio-Respiratory Interactions in Heart Failure
title_full Bidirectional Cardio-Respiratory Interactions in Heart Failure
title_fullStr Bidirectional Cardio-Respiratory Interactions in Heart Failure
title_full_unstemmed Bidirectional Cardio-Respiratory Interactions in Heart Failure
title_sort bidirectional cardio-respiratory interactions in heart failure
publisher Frontiers Media S.A.
series Frontiers in Physiology
issn 1664-042X
publishDate 2018-03-01
description We investigated cardio-respiratory coupling in patients with heart failure by quantification of bidirectional interactions between cardiac (RR intervals) and respiratory signals with complementary measures of time series analysis. Heart failure patients were divided into three groups of twenty, age and gender matched, subjects: with sinus rhythm (HF-Sin), with sinus rhythm and ventricular extrasystoles (HF-VES), and with permanent atrial fibrillation (HF-AF). We included patients with indication for implantation of implantable cardioverter defibrillator or cardiac resynchronization therapy device. ECG and respiratory signals were simultaneously acquired during 20 min in supine position at spontaneous breathing frequency in 20 healthy control subjects and in patients before device implantation. We used coherence, Granger causality and cross-sample entropy analysis as complementary measures of bidirectional interactions between RR intervals and respiratory rhythm. In heart failure patients with arrhythmias (HF-VES and HF-AF) there is no coherence between signals (p < 0.01), while in HF-Sin it is reduced (p < 0.05), compared with control subjects. In all heart failure groups causality between signals is diminished, but with significantly stronger causality of RR signal in respiratory signal in HF-VES. Cross-sample entropy analysis revealed the strongest synchrony between respiratory and RR signal in HF-VES group. Beside respiratory sinus arrhythmia there is another type of cardio-respiratory interaction based on the synchrony between cardiac and respiratory rhythm. Both of them are altered in heart failure patients. Respiratory sinus arrhythmia is reduced in HF-Sin patients and vanished in heart failure patients with arrhythmias. Contrary, in HF-Sin and HF-VES groups, synchrony increased, probably as consequence of some dominant neural compensatory mechanisms. The coupling of cardiac and respiratory rhythm in heart failure patients varies depending on the presence of atrial/ventricular arrhythmias and it could be revealed by complementary methods of time series analysis.
topic cardio-respiratory coupling
heart failure
respiratory sinus arrhythmia
coherence
Granger causality
sample entropy
url http://journal.frontiersin.org/article/10.3389/fphys.2018.00165/full
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