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Study of Heart Rate Variability in Bipolar Disorder: Linear and Non-Linear Parameters during Sleep

The aim of the study is to define physiological parameters and vital signs that may be related to the mood and mental status in patients affected by bipolar disorder. In particular we explored the autonomic nervous system through the analysis of the heart rate variability. Many different parameters,...

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Autores principales: Migliorini, Matteo, Mendez, Martin O., Bianchi, Anna M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3254053/
https://www.ncbi.nlm.nih.gov/pubmed/22291638
http://dx.doi.org/10.3389/fneng.2011.00022
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author Migliorini, Matteo
Mendez, Martin O.
Bianchi, Anna M.
author_facet Migliorini, Matteo
Mendez, Martin O.
Bianchi, Anna M.
author_sort Migliorini, Matteo
collection PubMed
description The aim of the study is to define physiological parameters and vital signs that may be related to the mood and mental status in patients affected by bipolar disorder. In particular we explored the autonomic nervous system through the analysis of the heart rate variability. Many different parameters, in the time and in the frequency domain, linear and non-linear were evaluated during the sleep in a group of normal subject and in one patient in four different conditions. The recording of the signals was performed through a wearable sensorized T-shirt. Heart rate variability (HRV) signal and movement analysis allowed also obtaining sleep staging and the estimation of REM sleep percentage over the total sleep time. A group of eight normal females constituted the control group, on which normality ranges were estimated. The pathologic subject was recorded during four different nights, at time intervals of at least 1 week, and during different phases of the disturbance. Some of the examined parameters (MEANNN, SDNN, RMSSD) confirmed reduced HRV in depression and bipolar disorder. REM sleep percentage was found to be increased. Lempel–Ziv complexity and sample entropy, on the other hand, seem to correlate with the depression level. Even if the number of examined subjects is still small, and the results need further validation, the proposed methodology and the calculated parameters seem promising tools for the monitoring of mood changes in psychiatric disorders.
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spelling pubmed-32540532012-01-30 Study of Heart Rate Variability in Bipolar Disorder: Linear and Non-Linear Parameters during Sleep Migliorini, Matteo Mendez, Martin O. Bianchi, Anna M. Front Neuroeng Neuroscience The aim of the study is to define physiological parameters and vital signs that may be related to the mood and mental status in patients affected by bipolar disorder. In particular we explored the autonomic nervous system through the analysis of the heart rate variability. Many different parameters, in the time and in the frequency domain, linear and non-linear were evaluated during the sleep in a group of normal subject and in one patient in four different conditions. The recording of the signals was performed through a wearable sensorized T-shirt. Heart rate variability (HRV) signal and movement analysis allowed also obtaining sleep staging and the estimation of REM sleep percentage over the total sleep time. A group of eight normal females constituted the control group, on which normality ranges were estimated. The pathologic subject was recorded during four different nights, at time intervals of at least 1 week, and during different phases of the disturbance. Some of the examined parameters (MEANNN, SDNN, RMSSD) confirmed reduced HRV in depression and bipolar disorder. REM sleep percentage was found to be increased. Lempel–Ziv complexity and sample entropy, on the other hand, seem to correlate with the depression level. Even if the number of examined subjects is still small, and the results need further validation, the proposed methodology and the calculated parameters seem promising tools for the monitoring of mood changes in psychiatric disorders. Frontiers Research Foundation 2012-01-10 /pmc/articles/PMC3254053/ /pubmed/22291638 http://dx.doi.org/10.3389/fneng.2011.00022 Text en Copyright © 2012 Migliorini, Mendez and Bianchi. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution Non Commercial License, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.
spellingShingle Neuroscience
Migliorini, Matteo
Mendez, Martin O.
Bianchi, Anna M.
Study of Heart Rate Variability in Bipolar Disorder: Linear and Non-Linear Parameters during Sleep
title Study of Heart Rate Variability in Bipolar Disorder: Linear and Non-Linear Parameters during Sleep
title_full Study of Heart Rate Variability in Bipolar Disorder: Linear and Non-Linear Parameters during Sleep
title_fullStr Study of Heart Rate Variability in Bipolar Disorder: Linear and Non-Linear Parameters during Sleep
title_full_unstemmed Study of Heart Rate Variability in Bipolar Disorder: Linear and Non-Linear Parameters during Sleep
title_short Study of Heart Rate Variability in Bipolar Disorder: Linear and Non-Linear Parameters during Sleep
title_sort study of heart rate variability in bipolar disorder: linear and non-linear parameters during sleep
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3254053/
https://www.ncbi.nlm.nih.gov/pubmed/22291638
http://dx.doi.org/10.3389/fneng.2011.00022
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