Literature DB >> 19926347

Nonlinear analysis of heart rate variability within independent frequency components during the sleep-wake cycle.

Daniel E Vigo1, Javier Dominguez, Salvador M Guinjoan, Mariano Scaramal, Eduardo Ruffa, Juan Solernó, Leonardo Nicola Siri, Daniel P Cardinali.   

Abstract

Heart rate variability (HRV) is a complex signal that results from the contribution of different sources of oscillation related to the autonomic nervous system activity. Although linear analysis of HRV has been applied to sleep studies, the nonlinear dynamics of HRV underlying frequency components during sleep is less known. We conducted a study to evaluate nonlinear HRV within independent frequency components in wake status, slow-wave sleep (SWS, stages III or IV of non-rapid eye movement sleep), and rapid-eye-movement sleep (REM). The sample included 10 healthy adults. Polysomnography was performed to detect sleep stages. HRV was studied globally during each phase and then very low frequency (VLF), low frequency (LF) and high frequency (HF) components were separated by means of the wavelet transform algorithm. HRV nonlinear dynamics was estimated with sample entropy (SampEn). A higher SampEn was found when analyzing global variability (Wake: 1.53+/-0.28, SWS: 1.76+/-0.32, REM: 1.45+/-0.19, p=0.005) and VLF variability (Wake: 0.13+/-0.03, SWS: 0.19+/-0.03, REM: 0.14+/-0.03, p<0.001) at SWS. REM was similar to wake status regarding nonlinear HRV. We propose nonlinear HRV is a useful index of the autonomic activity that characterizes the different sleep-wake cycle stages. 2009 Elsevier B.V. All rights reserved.

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Year:  2009        PMID: 19926347     DOI: 10.1016/j.autneu.2009.10.007

Source DB:  PubMed          Journal:  Auton Neurosci        ISSN: 1566-0702            Impact factor:   3.145


  12 in total

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2.  The addition of entropy-based regularity parameters improves sleep stage classification based on heart rate variability.

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3.  Longitudinally Tracking Maternal Autonomic Modulation During Normal Pregnancy With Comprehensive Heart Rate Variability Analyses.

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Journal:  Front Physiol       Date:  2022-05-09       Impact factor: 4.755

4.  Influence of hypoxia and hypercapnia on sleep state-dependent heart rate variability behavior in newborn lambs.

Authors:  Alain Beuchée; Alfredo I Hernández; Charles Duvareille; David Daniel; Nathalie Samson; Patrick Pladys; Jean-Paul Praud
Journal:  Sleep       Date:  2012-11-01       Impact factor: 5.849

5.  Short-term complexity of cardiac autonomic control during sleep: REM as a potential risk factor for cardiovascular system in aging.

Authors:  Antoine U Viola; Eleonora Tobaldini; Sarah L Chellappa; Karina Rabello Casali; Alberto Porta; Nicola Montano
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6.  Are Complexity Metrics Reliable in Assessing HRV Control in Obese Patients During Sleep?

Authors:  Ramona Cabiddu; Renata Trimer; Audrey Borghi-Silva; Matteo Migliorini; Renata G Mendes; Antonio D Oliveira; Fernando S M Costa; Anna M Bianchi
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Review 7.  Heart rate variability: a tool to explore the sleeping brain?

Authors:  Florian Chouchou; Martin Desseilles
Journal:  Front Neurosci       Date:  2014-12-11       Impact factor: 4.677

8.  Cardiovascular autonomic function analysis using approximate entropy from 24-h heart rate variability and its frequency components in patients with type 2 diabetes.

Authors:  Xia Li; Shuo Yu; Hui Chen; Cheng Lu; Kuan Zhang; Fangjie Li
Journal:  J Diabetes Investig       Date:  2014-09-11       Impact factor: 4.232

Review 9.  Heart rate variability in normal and pathological sleep.

Authors:  Eleonora Tobaldini; Lino Nobili; Silvia Strada; Karina R Casali; Alberto Braghiroli; Nicola Montano
Journal:  Front Physiol       Date:  2013-10-16       Impact factor: 4.566

10.  Entropy Information of Cardiorespiratory Dynamics in Neonates during Sleep.

Authors:  Maristella Lucchini; Nicolò Pini; William P Fifer; Nina Burtchen; Maria G Signorini
Journal:  Entropy (Basel)       Date:  2017-05-15       Impact factor: 2.524

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