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...

Full description

Bibliographic Details
Main Authors: Gianfranco Parati, Paolo Castiglioni, Andrea Faini, Marco Di Rienzo, Giuseppe Mancia, Riccardo Barbieri, J. Philip Saul
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-05-01
Series:Frontiers in Physiology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphys.2019.00477/full
id doaj-514a300d32f84e0f96ecd03df90e9a20
record_format Article
spelling 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
work_keys_str_mv AT gianfrancoparati closedloopcardiovascularinteractionsandthebaroreflexcardiacarmmodulationsoverthe24handtheeffectofhypertension
AT gianfrancoparati closedloopcardiovascularinteractionsandthebaroreflexcardiacarmmodulationsoverthe24handtheeffectofhypertension
AT paolocastiglioni closedloopcardiovascularinteractionsandthebaroreflexcardiacarmmodulationsoverthe24handtheeffectofhypertension
AT andreafaini closedloopcardiovascularinteractionsandthebaroreflexcardiacarmmodulationsoverthe24handtheeffectofhypertension
AT marcodirienzo closedloopcardiovascularinteractionsandthebaroreflexcardiacarmmodulationsoverthe24handtheeffectofhypertension
AT giuseppemancia closedloopcardiovascularinteractionsandthebaroreflexcardiacarmmodulationsoverthe24handtheeffectofhypertension
AT riccardobarbieri closedloopcardiovascularinteractionsandthebaroreflexcardiacarmmodulationsoverthe24handtheeffectofhypertension
AT jphilipsaul closedloopcardiovascularinteractionsandthebaroreflexcardiacarmmodulationsoverthe24handtheeffectofhypertension
_version_ 1725773584237854720