DocumentCode
2506035
Title
Independent component analysis of resting brain activity reveals transient modulation of local cortical processing by transcranial direct current stimulation
Author
Venkatakrishnan, Anusha ; Contreras-Vidal, José L. ; Sandrini, Marco ; Cohen, Leonardo G.
Author_Institution
Grad. Program in Neurosci. & Cognitive Sci., Univ. of Maryland, College Park, MD, USA
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
8102
Lastpage
8105
Abstract
Neuroplasticity induced by transcranial direct current stimulation (tDCS) contributes to motor learning although the underlying mechanisms are incompletely understood. Here, we investigated the effects of tDCS on resting brain dynamics recorded by whole-head magnetoencephalography (MEG) pre- and up to 35 minutes post-tDCS or sham over the left primary motor cortex (M1) in healthy adults. Owing to superior temporal and spatial resolution of MEG, we sought to apply a robust, blind and data-driven analytic approach such as independent component analysis (ICA) and statistical clustering to these data to investigate potential neuroplastic effects of tDCS during resting state conditions. We found decreased alpha and increased gamma band power that outlasted the real tDCS stimulation period in a fronto-parietal motor network relative to sham. However, this method could not find differences between anodal and cathodal polarities of tDCS. These results suggest that tDCS over M1 modulates resting brain dynamics in a fronto-parietal motor network (that includes the stimulated location), indicative of within-network enhanced localized cortical processing.
Keywords
bioelectric potentials; biomechanics; independent component analysis; magnetoencephalography; neurophysiology; pattern clustering; alpha band power; cortical processing; data driven analytic approach; frontoparietal motor network; gamma band power; independent component analysis; left primary motor cortex; motor learning; neuroplasticity; potential neuroplastic effect; real tDCS stimulation period; resting brain activity; statistical clustering; transcranial direct current stimulation; transient modulation; whole head magnetoencephalography; Band pass filters; Brain; DC motors; Educational institutions; Humans; Independent component analysis; Neuroscience; Adult; Brain Mapping; Cerebral Cortex; Electric Stimulation; Female; Humans; Models, Statistical; Nerve Net; Rest; Time Factors;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091998
Filename
6091998
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