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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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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