Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach

Positional obstructive sleep apnea (POSA) is a major phenotype of sleep apnea. Supine-predominant positional patients are frequently characterized by milder symptoms and less comorbidity due to a lower age, body mass index, and overall apnea-hypopnea index. However, the bradycardia-tachycardia patte...

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Main Authors: Daniel Álvarez, C. Ainhoa Arroyo, Julio F. de Frutos, Andrea Crespo, Ana Cerezo-Hernández, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Fernando Moreno, Tomás Ruiz, Roberto Hornero, Félix del Campo
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/22/12/1404
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spelling doaj-d6df1758f69448c986a161649f34f25c2020-12-13T00:01:35ZengMDPI AGEntropy1099-43002020-12-01221404140410.3390/e22121404Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear ApproachDaniel Álvarez0C. Ainhoa Arroyo1Julio F. de Frutos2Andrea Crespo3Ana Cerezo-Hernández4Gonzalo C. Gutiérrez-Tobal5Fernando Vaquerizo-Villar6Verónica Barroso-García7Fernando Moreno8Tomás Ruiz9Roberto Hornero10Félix del Campo11Pneumology Department, Río Hortega University Hospital, 47012 Valladolid, SpainPneumology Department, Río Hortega University Hospital, 47012 Valladolid, SpainPneumology Department, Río Hortega University Hospital, 47012 Valladolid, SpainPneumology Department, Río Hortega University Hospital, 47012 Valladolid, SpainPneumology Department, Río Hortega University Hospital, 47012 Valladolid, SpainBiomedical Engineering Group, University of Valladolid, 47011 Valladolid, SpainBiomedical Engineering Group, University of Valladolid, 47011 Valladolid, SpainBiomedical Engineering Group, University of Valladolid, 47011 Valladolid, SpainPneumology Department, Río Hortega University Hospital, 47012 Valladolid, SpainPneumology Department, Río Hortega University Hospital, 47012 Valladolid, SpainBiomedical Engineering Group, University of Valladolid, 47011 Valladolid, SpainPneumology Department, Río Hortega University Hospital, 47012 Valladolid, SpainPositional obstructive sleep apnea (POSA) is a major phenotype of sleep apnea. Supine-predominant positional patients are frequently characterized by milder symptoms and less comorbidity due to a lower age, body mass index, and overall apnea-hypopnea index. However, the bradycardia-tachycardia pattern during apneic events is known to be more severe in the supine position, which could affect the cardiac regulation of positional patients. This study aims at characterizing nocturnal heart rate modulation in the presence of POSA in order to assess potential differences between positional and non-positional patients. Patients showing clinical symptoms of suffering from a sleep-related breathing disorder performed unsupervised portable polysomnography (PSG) and simultaneous nocturnal pulse oximetry (NPO) at home. Positional patients were identified according to the Amsterdam POSA classification (APOC) criteria. Pulse rate variability (PRV) recordings from the NPO readings were used to assess overnight cardiac modulation. Conventional cardiac indexes in the time and frequency domains were computed. Additionally, multiscale entropy (MSE) was used to investigate the nonlinear dynamics of the PRV recordings in POSA and non-POSA patients. A total of 129 patients (median age 56.0, interquartile range (IQR) 44.8–63.0 years, median body mass index (BMI) 27.7, IQR 26.0–31.3 kg/m<sup>2</sup>) were classified as POSA (37 APOC I, 77 APOC II, and 15 APOC III), while 104 subjects (median age 57.5, IQR 49.0–67.0 years, median BMI 29.8, IQR 26.6–34.7 kg/m<sup>2</sup>) comprised the non-POSA group. Overnight PRV recordings from positional patients showed significantly higher disorderliness than non-positional subjects in the smallest biological scales of the MSE profile (<i>τ</i> = 1: 0.25, IQR 0.20–0.31 vs. 0.22, IQR 0.18–0.27, <i>p</i> < 0.01) (<i>τ</i> = 2: 0.41, IQR 0.34–0.48 vs. 0.37, IQR 0.29–0.42, <i>p</i> < 0.01). According to our findings, nocturnal heart rate regulation is severely affected in POSA patients, suggesting increased cardiac imbalance due to predominant positional apneas.https://www.mdpi.com/1099-4300/22/12/1404positional apneacardiac dynamicsheart rate variabilitynonlinear analysismultiscale entropy
collection DOAJ
language English
format Article
sources DOAJ
author Daniel Álvarez
C. Ainhoa Arroyo
Julio F. de Frutos
Andrea Crespo
Ana Cerezo-Hernández
Gonzalo C. Gutiérrez-Tobal
Fernando Vaquerizo-Villar
Verónica Barroso-García
Fernando Moreno
Tomás Ruiz
Roberto Hornero
Félix del Campo
spellingShingle Daniel Álvarez
C. Ainhoa Arroyo
Julio F. de Frutos
Andrea Crespo
Ana Cerezo-Hernández
Gonzalo C. Gutiérrez-Tobal
Fernando Vaquerizo-Villar
Verónica Barroso-García
Fernando Moreno
Tomás Ruiz
Roberto Hornero
Félix del Campo
Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach
Entropy
positional apnea
cardiac dynamics
heart rate variability
nonlinear analysis
multiscale entropy
author_facet Daniel Álvarez
C. Ainhoa Arroyo
Julio F. de Frutos
Andrea Crespo
Ana Cerezo-Hernández
Gonzalo C. Gutiérrez-Tobal
Fernando Vaquerizo-Villar
Verónica Barroso-García
Fernando Moreno
Tomás Ruiz
Roberto Hornero
Félix del Campo
author_sort Daniel Álvarez
title Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach
title_short Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach
title_full Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach
title_fullStr Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach
title_full_unstemmed Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach
title_sort assessment of nocturnal autonomic cardiac imbalance in positional obstructive sleep apnea. a multiscale nonlinear approach
publisher MDPI AG
series Entropy
issn 1099-4300
publishDate 2020-12-01
description Positional obstructive sleep apnea (POSA) is a major phenotype of sleep apnea. Supine-predominant positional patients are frequently characterized by milder symptoms and less comorbidity due to a lower age, body mass index, and overall apnea-hypopnea index. However, the bradycardia-tachycardia pattern during apneic events is known to be more severe in the supine position, which could affect the cardiac regulation of positional patients. This study aims at characterizing nocturnal heart rate modulation in the presence of POSA in order to assess potential differences between positional and non-positional patients. Patients showing clinical symptoms of suffering from a sleep-related breathing disorder performed unsupervised portable polysomnography (PSG) and simultaneous nocturnal pulse oximetry (NPO) at home. Positional patients were identified according to the Amsterdam POSA classification (APOC) criteria. Pulse rate variability (PRV) recordings from the NPO readings were used to assess overnight cardiac modulation. Conventional cardiac indexes in the time and frequency domains were computed. Additionally, multiscale entropy (MSE) was used to investigate the nonlinear dynamics of the PRV recordings in POSA and non-POSA patients. A total of 129 patients (median age 56.0, interquartile range (IQR) 44.8–63.0 years, median body mass index (BMI) 27.7, IQR 26.0–31.3 kg/m<sup>2</sup>) were classified as POSA (37 APOC I, 77 APOC II, and 15 APOC III), while 104 subjects (median age 57.5, IQR 49.0–67.0 years, median BMI 29.8, IQR 26.6–34.7 kg/m<sup>2</sup>) comprised the non-POSA group. Overnight PRV recordings from positional patients showed significantly higher disorderliness than non-positional subjects in the smallest biological scales of the MSE profile (<i>τ</i> = 1: 0.25, IQR 0.20–0.31 vs. 0.22, IQR 0.18–0.27, <i>p</i> < 0.01) (<i>τ</i> = 2: 0.41, IQR 0.34–0.48 vs. 0.37, IQR 0.29–0.42, <i>p</i> < 0.01). According to our findings, nocturnal heart rate regulation is severely affected in POSA patients, suggesting increased cardiac imbalance due to predominant positional apneas.
topic positional apnea
cardiac dynamics
heart rate variability
nonlinear analysis
multiscale entropy
url https://www.mdpi.com/1099-4300/22/12/1404
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