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Alterations of neural network organization during REM sleep in women: implication for sex differences in vulnerability to mood disorders

BACKGROUND: Sleep plays an important role in vulnerability to mood disorders. However, despite the existence of sex differences in vulnerability to mood disorders, no study has yet investigated the sex effect on sleep network organization and its potential involvement in vulnerability to mood disord...

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Autores principales: Hein, Matthieu, Lanquart, Jean-Pol, Loas, Gwénolé, Hubain, Philippe, Linkowski, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7183628/
https://www.ncbi.nlm.nih.gov/pubmed/32334638
http://dx.doi.org/10.1186/s13293-020-00297-5
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author Hein, Matthieu
Lanquart, Jean-Pol
Loas, Gwénolé
Hubain, Philippe
Linkowski, Paul
author_facet Hein, Matthieu
Lanquart, Jean-Pol
Loas, Gwénolé
Hubain, Philippe
Linkowski, Paul
author_sort Hein, Matthieu
collection PubMed
description BACKGROUND: Sleep plays an important role in vulnerability to mood disorders. However, despite the existence of sex differences in vulnerability to mood disorders, no study has yet investigated the sex effect on sleep network organization and its potential involvement in vulnerability to mood disorders. The aim of our study was to empirically investigate the sex effect on network organization during REM and slow-wave sleep using the effective connectivity measured by Granger causality. METHODS: Polysomnographic data from 44 healthy individuals (28 men and 16 women) recruited prospectively were analysed. To obtain the 19 × 19 connectivity matrix of all possible pairwise combinations of electrodes by Granger causality method from our EEG data, we used the Toolbox MVGC multivariate Granger causality. The computation of the network measures was realized by importing these connectivity matrices into EEGNET Toolbox. RESULTS: In men and women, all small-world coefficients obtained are compatible with a small-world network organization during REM and slow-wave sleep. However, compared to men, women present greater small-world coefficients during REM sleep as well as for all EEG bands during this sleep stage, which indicates the presence of a small-world network organization less marked during REM sleep as well as for all EEG bands during this sleep stage in women. In addition, in women, these small-world coefficients during REM sleep as well as for all EEG bands during this sleep stage are positively correlated with the presence of subclinical symptoms of depression. CONCLUSIONS: Thus, the highlighting of these sex differences in network organization during REM sleep indicates the presence of differences in the global and local processing of information during sleep between women and men. In addition, this small-world network organization less marked during REM sleep appears to be a marker of vulnerability to mood disorders specific to women, which opens up new perspectives in understanding sex differences in the occurrence of mood disorders.
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spelling pubmed-71836282020-04-29 Alterations of neural network organization during REM sleep in women: implication for sex differences in vulnerability to mood disorders Hein, Matthieu Lanquart, Jean-Pol Loas, Gwénolé Hubain, Philippe Linkowski, Paul Biol Sex Differ Research BACKGROUND: Sleep plays an important role in vulnerability to mood disorders. However, despite the existence of sex differences in vulnerability to mood disorders, no study has yet investigated the sex effect on sleep network organization and its potential involvement in vulnerability to mood disorders. The aim of our study was to empirically investigate the sex effect on network organization during REM and slow-wave sleep using the effective connectivity measured by Granger causality. METHODS: Polysomnographic data from 44 healthy individuals (28 men and 16 women) recruited prospectively were analysed. To obtain the 19 × 19 connectivity matrix of all possible pairwise combinations of electrodes by Granger causality method from our EEG data, we used the Toolbox MVGC multivariate Granger causality. The computation of the network measures was realized by importing these connectivity matrices into EEGNET Toolbox. RESULTS: In men and women, all small-world coefficients obtained are compatible with a small-world network organization during REM and slow-wave sleep. However, compared to men, women present greater small-world coefficients during REM sleep as well as for all EEG bands during this sleep stage, which indicates the presence of a small-world network organization less marked during REM sleep as well as for all EEG bands during this sleep stage in women. In addition, in women, these small-world coefficients during REM sleep as well as for all EEG bands during this sleep stage are positively correlated with the presence of subclinical symptoms of depression. CONCLUSIONS: Thus, the highlighting of these sex differences in network organization during REM sleep indicates the presence of differences in the global and local processing of information during sleep between women and men. In addition, this small-world network organization less marked during REM sleep appears to be a marker of vulnerability to mood disorders specific to women, which opens up new perspectives in understanding sex differences in the occurrence of mood disorders. BioMed Central 2020-04-25 /pmc/articles/PMC7183628/ /pubmed/32334638 http://dx.doi.org/10.1186/s13293-020-00297-5 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Hein, Matthieu
Lanquart, Jean-Pol
Loas, Gwénolé
Hubain, Philippe
Linkowski, Paul
Alterations of neural network organization during REM sleep in women: implication for sex differences in vulnerability to mood disorders
title Alterations of neural network organization during REM sleep in women: implication for sex differences in vulnerability to mood disorders
title_full Alterations of neural network organization during REM sleep in women: implication for sex differences in vulnerability to mood disorders
title_fullStr Alterations of neural network organization during REM sleep in women: implication for sex differences in vulnerability to mood disorders
title_full_unstemmed Alterations of neural network organization during REM sleep in women: implication for sex differences in vulnerability to mood disorders
title_short Alterations of neural network organization during REM sleep in women: implication for sex differences in vulnerability to mood disorders
title_sort alterations of neural network organization during rem sleep in women: implication for sex differences in vulnerability to mood disorders
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7183628/
https://www.ncbi.nlm.nih.gov/pubmed/32334638
http://dx.doi.org/10.1186/s13293-020-00297-5
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