Amplitude of sensorimotor mu rhythm is correlated with BOLD from multiple brain regions: A simultaneous EEG-fMRI study

The mu rhythm is a field oscillation in the ~10Hz range over the sensorimotor cortex. For decades, the suppression of mu (event-related desynchronization) has been used to index movement planning, execution, and imagery. Recent work reports that non-motor processes, such as spatial attention and mov...

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Main Authors: Siyang Yin, Yuelu Liu, Mingzhou Ding
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-07-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnhum.2016.00364/full
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spelling doaj-d823eef951fa4f3ea00e25a9ffbb8ff22020-11-25T03:23:44ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612016-07-011010.3389/fnhum.2016.00364189865Amplitude of sensorimotor mu rhythm is correlated with BOLD from multiple brain regions: A simultaneous EEG-fMRI studySiyang Yin0Yuelu Liu1Mingzhou Ding2University of FloridaUniversity of California, DavisUniversity of FloridaThe mu rhythm is a field oscillation in the ~10Hz range over the sensorimotor cortex. For decades, the suppression of mu (event-related desynchronization) has been used to index movement planning, execution, and imagery. Recent work reports that non-motor processes, such as spatial attention and movement observation, also desynchronize mu, raising the possibility that the mu rhythm is associated with the activity of multiple brain regions and systems. In this study, we tested this hypothesis by recording simultaneous resting-state EEG-fMRI from healthy subjects. Independent component analysis (ICA) was applied to extract the mu components. The amplitude (power) fluctuations of mu were estimated as a time series using a moving-window approach, which, after convolving with a canonical hemodynamic response function (HRF), was correlated with blood-oxygen-level-dependent (BOLD) signals from the entire brain. Two main results were found. First, mu power was negatively correlated with BOLD from areas of the sensorimotor network, the attention control network, the putative mirror neuron system, and the network thought to support theory of mind. Second, mu power was positively correlated with BOLD from areas of the salience network, including anterior cingulate cortex and anterior insula. These results are consistent with the hypothesis that sensorimotor mu rhythm is associated with multiple brain regions and systems. They also suggest that caution should be exercised when attempting to interpret mu modulation in terms of a single brain network.http://journal.frontiersin.org/Journal/10.3389/fnhum.2016.00364/fullmirror neuronmotor controlresting-statesimultaneous EEG-fMRImu rhythmtheory of mind (ToM)
collection DOAJ
language English
format Article
sources DOAJ
author Siyang Yin
Yuelu Liu
Mingzhou Ding
spellingShingle Siyang Yin
Yuelu Liu
Mingzhou Ding
Amplitude of sensorimotor mu rhythm is correlated with BOLD from multiple brain regions: A simultaneous EEG-fMRI study
Frontiers in Human Neuroscience
mirror neuron
motor control
resting-state
simultaneous EEG-fMRI
mu rhythm
theory of mind (ToM)
author_facet Siyang Yin
Yuelu Liu
Mingzhou Ding
author_sort Siyang Yin
title Amplitude of sensorimotor mu rhythm is correlated with BOLD from multiple brain regions: A simultaneous EEG-fMRI study
title_short Amplitude of sensorimotor mu rhythm is correlated with BOLD from multiple brain regions: A simultaneous EEG-fMRI study
title_full Amplitude of sensorimotor mu rhythm is correlated with BOLD from multiple brain regions: A simultaneous EEG-fMRI study
title_fullStr Amplitude of sensorimotor mu rhythm is correlated with BOLD from multiple brain regions: A simultaneous EEG-fMRI study
title_full_unstemmed Amplitude of sensorimotor mu rhythm is correlated with BOLD from multiple brain regions: A simultaneous EEG-fMRI study
title_sort amplitude of sensorimotor mu rhythm is correlated with bold from multiple brain regions: a simultaneous eeg-fmri study
publisher Frontiers Media S.A.
series Frontiers in Human Neuroscience
issn 1662-5161
publishDate 2016-07-01
description The mu rhythm is a field oscillation in the ~10Hz range over the sensorimotor cortex. For decades, the suppression of mu (event-related desynchronization) has been used to index movement planning, execution, and imagery. Recent work reports that non-motor processes, such as spatial attention and movement observation, also desynchronize mu, raising the possibility that the mu rhythm is associated with the activity of multiple brain regions and systems. In this study, we tested this hypothesis by recording simultaneous resting-state EEG-fMRI from healthy subjects. Independent component analysis (ICA) was applied to extract the mu components. The amplitude (power) fluctuations of mu were estimated as a time series using a moving-window approach, which, after convolving with a canonical hemodynamic response function (HRF), was correlated with blood-oxygen-level-dependent (BOLD) signals from the entire brain. Two main results were found. First, mu power was negatively correlated with BOLD from areas of the sensorimotor network, the attention control network, the putative mirror neuron system, and the network thought to support theory of mind. Second, mu power was positively correlated with BOLD from areas of the salience network, including anterior cingulate cortex and anterior insula. These results are consistent with the hypothesis that sensorimotor mu rhythm is associated with multiple brain regions and systems. They also suggest that caution should be exercised when attempting to interpret mu modulation in terms of a single brain network.
topic mirror neuron
motor control
resting-state
simultaneous EEG-fMRI
mu rhythm
theory of mind (ToM)
url http://journal.frontiersin.org/Journal/10.3389/fnhum.2016.00364/full
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AT yueluliu amplitudeofsensorimotormurhythmiscorrelatedwithboldfrommultiplebrainregionsasimultaneouseegfmristudy
AT mingzhouding amplitudeofsensorimotormurhythmiscorrelatedwithboldfrommultiplebrainregionsasimultaneouseegfmristudy
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