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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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 |
work_keys_str_mv |
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