The Relationship Between Heart Rate Variability and Electroencephalography Functional Connectivity Variability Is Associated With Cognitive Flexibility
The neurovisceral integration model proposes a neuronal network that is related to heart rate activity and cognitive performance. The aim of this study was to determine whether heart rate variability (HRV) and variability in electroencephalographic (EEG) functional connectivity in the resting state...
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Frontiers Media S.A.
2019-02-01
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doaj-e729a68c7de348c0aefeb6b6a04e703e2020-11-25T02:03:59ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612019-02-011310.3389/fnhum.2019.00064428262The Relationship Between Heart Rate Variability and Electroencephalography Functional Connectivity Variability Is Associated With Cognitive FlexibilityGuzmán Alba0Jaime Vila1Beatriz Rey2Pedro Montoya3Miguel Ángel Muñoz4Brain, Mind and Behavior Research Center, University of Granada, Granada, SpainBrain, Mind and Behavior Research Center, University of Granada, Granada, SpainDepartamento de Ingeniería Gráfica, Universitat Politècnica de València, Valencia, SpainResearch Institute of Health Sciences, University of Balearic Islands, Palma, SpainBrain, Mind and Behavior Research Center, University of Granada, Granada, SpainThe neurovisceral integration model proposes a neuronal network that is related to heart rate activity and cognitive performance. The aim of this study was to determine whether heart rate variability (HRV) and variability in electroencephalographic (EEG) functional connectivity in the resting state are related to cognitive flexibility. Thirty-eight right-handed students completed the CAMBIOS test, and their heart and EEG activity was recorded during 6 min in the resting state with their eyes open. We calculated correlations, partial correlations and multiple linear regressions among HRV indices, functional brain connectivity variability and CAMBIOS scores. Furthermore, the sample was divided into groups according to CAMBIOS performance, and one-way ANOVA was applied to evaluate group differences. Our results show direct and inverse correlations among cognitive flexibility, connectivity (positive and negative task networks) and heartbeat variability. Partial correlations and multiple linear regressions suggest that the relation between HRV and CAMBIOS performance is mediated by neuronal oscillations. ANOVA confirms that HRV and variability in functional brain connectivity is related to cognitive performance. In conclusion, the levels of brain signal variability might predict cognitive flexibility in a cognitive task, while HRV might predict cognitive flexibility only when it is mediated by neuronal oscillations.https://www.frontiersin.org/article/10.3389/fnhum.2019.00064/fullHRVEEGresting-statesample entropyvariability of functional connectivitycognitive flexibility |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Guzmán Alba Jaime Vila Beatriz Rey Pedro Montoya Miguel Ángel Muñoz |
spellingShingle |
Guzmán Alba Jaime Vila Beatriz Rey Pedro Montoya Miguel Ángel Muñoz The Relationship Between Heart Rate Variability and Electroencephalography Functional Connectivity Variability Is Associated With Cognitive Flexibility Frontiers in Human Neuroscience HRV EEG resting-state sample entropy variability of functional connectivity cognitive flexibility |
author_facet |
Guzmán Alba Jaime Vila Beatriz Rey Pedro Montoya Miguel Ángel Muñoz |
author_sort |
Guzmán Alba |
title |
The Relationship Between Heart Rate Variability and Electroencephalography Functional Connectivity Variability Is Associated With Cognitive Flexibility |
title_short |
The Relationship Between Heart Rate Variability and Electroencephalography Functional Connectivity Variability Is Associated With Cognitive Flexibility |
title_full |
The Relationship Between Heart Rate Variability and Electroencephalography Functional Connectivity Variability Is Associated With Cognitive Flexibility |
title_fullStr |
The Relationship Between Heart Rate Variability and Electroencephalography Functional Connectivity Variability Is Associated With Cognitive Flexibility |
title_full_unstemmed |
The Relationship Between Heart Rate Variability and Electroencephalography Functional Connectivity Variability Is Associated With Cognitive Flexibility |
title_sort |
relationship between heart rate variability and electroencephalography functional connectivity variability is associated with cognitive flexibility |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Human Neuroscience |
issn |
1662-5161 |
publishDate |
2019-02-01 |
description |
The neurovisceral integration model proposes a neuronal network that is related to heart rate activity and cognitive performance. The aim of this study was to determine whether heart rate variability (HRV) and variability in electroencephalographic (EEG) functional connectivity in the resting state are related to cognitive flexibility. Thirty-eight right-handed students completed the CAMBIOS test, and their heart and EEG activity was recorded during 6 min in the resting state with their eyes open. We calculated correlations, partial correlations and multiple linear regressions among HRV indices, functional brain connectivity variability and CAMBIOS scores. Furthermore, the sample was divided into groups according to CAMBIOS performance, and one-way ANOVA was applied to evaluate group differences. Our results show direct and inverse correlations among cognitive flexibility, connectivity (positive and negative task networks) and heartbeat variability. Partial correlations and multiple linear regressions suggest that the relation between HRV and CAMBIOS performance is mediated by neuronal oscillations. ANOVA confirms that HRV and variability in functional brain connectivity is related to cognitive performance. In conclusion, the levels of brain signal variability might predict cognitive flexibility in a cognitive task, while HRV might predict cognitive flexibility only when it is mediated by neuronal oscillations. |
topic |
HRV EEG resting-state sample entropy variability of functional connectivity cognitive flexibility |
url |
https://www.frontiersin.org/article/10.3389/fnhum.2019.00064/full |
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