Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of Hypertension
Closed-loop models of the interactions between blood pressure (BP) and heart rate variations allow for estimation of baroreflex sensitivity (feedback effects of BP changes on heart rate) while also considering the feedforward effects of heart rate on BP. Our study is aimed at comparing modulations o...
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doaj-514a300d32f84e0f96ecd03df90e9a202020-11-24T22:20:51ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2019-05-011010.3389/fphys.2019.00477448419Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of HypertensionGianfranco Parati0Gianfranco Parati1Paolo Castiglioni2Andrea Faini3Marco Di Rienzo4Giuseppe Mancia5Riccardo Barbieri6J. Philip Saul7Department of Medicine and Surgery, University of Milano-Bicocca, Milan, ItalyIstituto Auxologico Italiano, IRCCS, Department of Cardiovascular, Neural and Metabolic Sciences, S.Luca Hospital, Milan, ItalyIRCCS Fondazione Don Carlo Gnocchi, Milan, ItalyIstituto Auxologico Italiano, IRCCS, Department of Cardiovascular, Neural and Metabolic Sciences, S.Luca Hospital, Milan, ItalyIRCCS Fondazione Don Carlo Gnocchi, Milan, ItalyDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, ItalyPolitecnico di Milano, Milan, ItalyWest Virginia University School of Medicine, Morgantown, WV, United StatesClosed-loop models of the interactions between blood pressure (BP) and heart rate variations allow for estimation of baroreflex sensitivity (feedback effects of BP changes on heart rate) while also considering the feedforward effects of heart rate on BP. Our study is aimed at comparing modulations of feedback and feedforward couplings over 24 h in normotensive and hypertensive subjects, by assessing closed-loop baroreflex models in ambulatory conditions. Continuous intra-arterial BP recordings were performed for 24 h in eight normotensive and eight hypertensive subjects. Systolic BP (SBP) and pulse interval (PI) beat-by-beat series were analyzed by an autoregressive moving average model over consecutive 6-min running windows, estimating closed-loop feedback and feedforward gains in each window. The open-loop feedback gain was estimated for comparison. Normotensive and hypertensive patients were compared during wake (18:00–22:00) and sleep (23:00–5:00) periods by a mixed-effect linear model at p < 0.05. In both groups feedback (feedforward) gain averaged values were higher (lower) in sleep than in wake. Moreover, the closed-loop feedback gain was higher in normotensive subjects both in wake and sleep, whereas the closed-loop feedforward gain was higher in hypertensive subjects during sleep. By contrast, no significant differences were found between the normotensive and hypertensive groups for the open-loop feedback gain. Therefore, the closed-loop SBP-PI model can detect circadian alterations in the feedforward gain of PI on SBP and derangements of spontaneous baroreflex sensitivity in hypertension not detectable with the open-loop approach. These findings may help to obtain a more comprehensive assessment of the autonomic dysfunction underlying hypertension and for the in-depth evaluation of the benefits of rehabilitation procedures on autonomic cardiovascular modulation.https://www.frontiersin.org/article/10.3389/fphys.2019.00477/fullambulatory blood pressure monitoringautonomic nervous systemarterial baroreflexhypertensionblood pressure spectral analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Gianfranco Parati Gianfranco Parati Paolo Castiglioni Andrea Faini Marco Di Rienzo Giuseppe Mancia Riccardo Barbieri J. Philip Saul |
spellingShingle |
Gianfranco Parati Gianfranco Parati Paolo Castiglioni Andrea Faini Marco Di Rienzo Giuseppe Mancia Riccardo Barbieri J. Philip Saul Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of Hypertension Frontiers in Physiology ambulatory blood pressure monitoring autonomic nervous system arterial baroreflex hypertension blood pressure spectral analysis |
author_facet |
Gianfranco Parati Gianfranco Parati Paolo Castiglioni Andrea Faini Marco Di Rienzo Giuseppe Mancia Riccardo Barbieri J. Philip Saul |
author_sort |
Gianfranco Parati |
title |
Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of Hypertension |
title_short |
Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of Hypertension |
title_full |
Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of Hypertension |
title_fullStr |
Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of Hypertension |
title_full_unstemmed |
Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of Hypertension |
title_sort |
closed-loop cardiovascular interactions and the baroreflex cardiac arm: modulations over the 24 h and the effect of hypertension |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Physiology |
issn |
1664-042X |
publishDate |
2019-05-01 |
description |
Closed-loop models of the interactions between blood pressure (BP) and heart rate variations allow for estimation of baroreflex sensitivity (feedback effects of BP changes on heart rate) while also considering the feedforward effects of heart rate on BP. Our study is aimed at comparing modulations of feedback and feedforward couplings over 24 h in normotensive and hypertensive subjects, by assessing closed-loop baroreflex models in ambulatory conditions. Continuous intra-arterial BP recordings were performed for 24 h in eight normotensive and eight hypertensive subjects. Systolic BP (SBP) and pulse interval (PI) beat-by-beat series were analyzed by an autoregressive moving average model over consecutive 6-min running windows, estimating closed-loop feedback and feedforward gains in each window. The open-loop feedback gain was estimated for comparison. Normotensive and hypertensive patients were compared during wake (18:00–22:00) and sleep (23:00–5:00) periods by a mixed-effect linear model at p < 0.05. In both groups feedback (feedforward) gain averaged values were higher (lower) in sleep than in wake. Moreover, the closed-loop feedback gain was higher in normotensive subjects both in wake and sleep, whereas the closed-loop feedforward gain was higher in hypertensive subjects during sleep. By contrast, no significant differences were found between the normotensive and hypertensive groups for the open-loop feedback gain. Therefore, the closed-loop SBP-PI model can detect circadian alterations in the feedforward gain of PI on SBP and derangements of spontaneous baroreflex sensitivity in hypertension not detectable with the open-loop approach. These findings may help to obtain a more comprehensive assessment of the autonomic dysfunction underlying hypertension and for the in-depth evaluation of the benefits of rehabilitation procedures on autonomic cardiovascular modulation. |
topic |
ambulatory blood pressure monitoring autonomic nervous system arterial baroreflex hypertension blood pressure spectral analysis |
url |
https://www.frontiersin.org/article/10.3389/fphys.2019.00477/full |
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