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Regularity of Cardiac Rhythm as a Marker of Sleepiness in Sleep Disordered Breathing

AIM: The present study aimed to analyse the autonomic nervous system activity using heart rate variability (HRV) to detect sleep disordered breathing (SDB) patients with and without excessive daytime sleepiness (EDS) before sleep onset. METHODS: Two groups of 20 patients with different levels of day...

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Autores principales: Guaita, Marc, Melia, Umberto, Vallverdú, Montserrat, Caminal, Pere, Vilaseca, Isabel, Montserrat, Josep M., Gaig, Carles, Salamero, Manel, Santamaria, Joan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4393025/
https://www.ncbi.nlm.nih.gov/pubmed/25860587
http://dx.doi.org/10.1371/journal.pone.0122645
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author Guaita, Marc
Melia, Umberto
Vallverdú, Montserrat
Caminal, Pere
Vilaseca, Isabel
Montserrat, Josep M.
Gaig, Carles
Salamero, Manel
Santamaria, Joan
author_facet Guaita, Marc
Melia, Umberto
Vallverdú, Montserrat
Caminal, Pere
Vilaseca, Isabel
Montserrat, Josep M.
Gaig, Carles
Salamero, Manel
Santamaria, Joan
author_sort Guaita, Marc
collection PubMed
description AIM: The present study aimed to analyse the autonomic nervous system activity using heart rate variability (HRV) to detect sleep disordered breathing (SDB) patients with and without excessive daytime sleepiness (EDS) before sleep onset. METHODS: Two groups of 20 patients with different levels of daytime sleepiness -sleepy group, SG; alert group, AG- were selected consecutively from a Maintenance of Wakefulness Test (MWT) and Multiple Sleep Latency Test (MSLT) research protocol. The first waking 3-min window of RR signal at the beginning of each nap test was considered for the analysis. HRV was measured with traditional linear measures and with time-frequency representations. Non-linear measures -correntropy, CORR; auto-mutual-information function, AMIF- were used to describe the regularity of the RR rhythm. Statistical analysis was performed with non-parametric tests. RESULTS: Non-linear dynamic of the RR rhythm was more regular in the SG than in the AG during the first wakefulness period of MSLT, but not during MWT. AMIF (in high-frequency and in Total band) and CORR (in Total band) yielded sensitivity > 70%, specificity >75% and an area under ROC curve > 0.80 in classifying SG and AG patients. CONCLUSION: The regularity of the RR rhythm measured at the beginning of the MSLT could be used to detect SDB patients with and without EDS before the appearance of sleep onset.
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spelling pubmed-43930252015-04-21 Regularity of Cardiac Rhythm as a Marker of Sleepiness in Sleep Disordered Breathing Guaita, Marc Melia, Umberto Vallverdú, Montserrat Caminal, Pere Vilaseca, Isabel Montserrat, Josep M. Gaig, Carles Salamero, Manel Santamaria, Joan PLoS One Research Article AIM: The present study aimed to analyse the autonomic nervous system activity using heart rate variability (HRV) to detect sleep disordered breathing (SDB) patients with and without excessive daytime sleepiness (EDS) before sleep onset. METHODS: Two groups of 20 patients with different levels of daytime sleepiness -sleepy group, SG; alert group, AG- were selected consecutively from a Maintenance of Wakefulness Test (MWT) and Multiple Sleep Latency Test (MSLT) research protocol. The first waking 3-min window of RR signal at the beginning of each nap test was considered for the analysis. HRV was measured with traditional linear measures and with time-frequency representations. Non-linear measures -correntropy, CORR; auto-mutual-information function, AMIF- were used to describe the regularity of the RR rhythm. Statistical analysis was performed with non-parametric tests. RESULTS: Non-linear dynamic of the RR rhythm was more regular in the SG than in the AG during the first wakefulness period of MSLT, but not during MWT. AMIF (in high-frequency and in Total band) and CORR (in Total band) yielded sensitivity > 70%, specificity >75% and an area under ROC curve > 0.80 in classifying SG and AG patients. CONCLUSION: The regularity of the RR rhythm measured at the beginning of the MSLT could be used to detect SDB patients with and without EDS before the appearance of sleep onset. Public Library of Science 2015-04-10 /pmc/articles/PMC4393025/ /pubmed/25860587 http://dx.doi.org/10.1371/journal.pone.0122645 Text en © 2015 Guaita et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Guaita, Marc
Melia, Umberto
Vallverdú, Montserrat
Caminal, Pere
Vilaseca, Isabel
Montserrat, Josep M.
Gaig, Carles
Salamero, Manel
Santamaria, Joan
Regularity of Cardiac Rhythm as a Marker of Sleepiness in Sleep Disordered Breathing
title Regularity of Cardiac Rhythm as a Marker of Sleepiness in Sleep Disordered Breathing
title_full Regularity of Cardiac Rhythm as a Marker of Sleepiness in Sleep Disordered Breathing
title_fullStr Regularity of Cardiac Rhythm as a Marker of Sleepiness in Sleep Disordered Breathing
title_full_unstemmed Regularity of Cardiac Rhythm as a Marker of Sleepiness in Sleep Disordered Breathing
title_short Regularity of Cardiac Rhythm as a Marker of Sleepiness in Sleep Disordered Breathing
title_sort regularity of cardiac rhythm as a marker of sleepiness in sleep disordered breathing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4393025/
https://www.ncbi.nlm.nih.gov/pubmed/25860587
http://dx.doi.org/10.1371/journal.pone.0122645
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