Caffeine-Induced Global Reductions in Resting-state BOLD Connectivity reflect Widespread Decreases in MEG Connectivity

In resting-state functional magnetic resonance imaging (fMRI), the temporal correlation between spontaneous fluctuations of the blood oxygenation level dependent (BOLD) signal from different brain regions is used to assess functional connectivity. However, because the BOLD signal is an indirect mea...

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Main Authors: Omer eTal, Mithun eDiwakar, Chi-Wah eWong, Valur eOlafsson, Roland eLee, Ming-Xiong eHuang, Thomas eLiu
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-03-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnhum.2013.00063/full
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spelling doaj-c2d89b40b6da4e1799fa8994be5ecd252020-11-25T03:49:40ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612013-03-01710.3389/fnhum.2013.0006341385Caffeine-Induced Global Reductions in Resting-state BOLD Connectivity reflect Widespread Decreases in MEG ConnectivityOmer eTal0Omer eTal1Mithun eDiwakar2Mithun eDiwakar3Chi-Wah eWong4Chi-Wah eWong5Valur eOlafsson6Valur eOlafsson7Roland eLee8Ming-Xiong eHuang9Ming-Xiong eHuang10Thomas eLiu11Thomas eLiu12Thomas eLiu13University of California, San DiegoUniversity of California, San DiegoUniversity of California, San DiegoUniversity of CaliforniaUniversity of California, San DiegoUniversity of CaliforniaUniversity of California, San DiegoUniversity of CaliforniaUniversity of CaliforniaUniversity of CaliforniaVA San Diego Healthcare SystemUniversity of California, San DiegoUniversity of California, San DiegoUniversity of CaliforniaIn resting-state functional magnetic resonance imaging (fMRI), the temporal correlation between spontaneous fluctuations of the blood oxygenation level dependent (BOLD) signal from different brain regions is used to assess functional connectivity. However, because the BOLD signal is an indirect measure of neuronal activity, its complex hemodynamic nature can complicate the interpretation of differences in connectivity that are observed across conditions or subjects. For example, prior studies have shown that caffeine leads to widespread reductions in BOLD connectivity but were not able to determine if neural or vascular factors were primarily responsible for the observed decrease. In this study, we used source-localized magnetoencephalography (MEG) in conjunction with fMRI to further examine the origins of the caffeine-induced changes in BOLD connectivity. We observed widespread and significant (p < 0.01) reductions in both MEG and fMRI connectivity measures, suggesting that decreases in the connectivity of resting-state neuro-electric power fluctuations were primarily responsible for the observed BOLD connectivity changes. The MEG connectivity decreases were most pronounced in the beta band. By demonstrating the similarity in MEG and fMRI based connectivity changes, these results provide evidence for the neural basis of resting-state fMRI networks and further support the potential of MEG as a tool to characterize resting-state connectivity.http://journal.frontiersin.org/Journal/10.3389/fnhum.2013.00063/fullCaffeineMagnetoencephalographyfMRIfunctional connectivityBOLDresting-state
collection DOAJ
language English
format Article
sources DOAJ
author Omer eTal
Omer eTal
Mithun eDiwakar
Mithun eDiwakar
Chi-Wah eWong
Chi-Wah eWong
Valur eOlafsson
Valur eOlafsson
Roland eLee
Ming-Xiong eHuang
Ming-Xiong eHuang
Thomas eLiu
Thomas eLiu
Thomas eLiu
spellingShingle Omer eTal
Omer eTal
Mithun eDiwakar
Mithun eDiwakar
Chi-Wah eWong
Chi-Wah eWong
Valur eOlafsson
Valur eOlafsson
Roland eLee
Ming-Xiong eHuang
Ming-Xiong eHuang
Thomas eLiu
Thomas eLiu
Thomas eLiu
Caffeine-Induced Global Reductions in Resting-state BOLD Connectivity reflect Widespread Decreases in MEG Connectivity
Frontiers in Human Neuroscience
Caffeine
Magnetoencephalography
fMRI
functional connectivity
BOLD
resting-state
author_facet Omer eTal
Omer eTal
Mithun eDiwakar
Mithun eDiwakar
Chi-Wah eWong
Chi-Wah eWong
Valur eOlafsson
Valur eOlafsson
Roland eLee
Ming-Xiong eHuang
Ming-Xiong eHuang
Thomas eLiu
Thomas eLiu
Thomas eLiu
author_sort Omer eTal
title Caffeine-Induced Global Reductions in Resting-state BOLD Connectivity reflect Widespread Decreases in MEG Connectivity
title_short Caffeine-Induced Global Reductions in Resting-state BOLD Connectivity reflect Widespread Decreases in MEG Connectivity
title_full Caffeine-Induced Global Reductions in Resting-state BOLD Connectivity reflect Widespread Decreases in MEG Connectivity
title_fullStr Caffeine-Induced Global Reductions in Resting-state BOLD Connectivity reflect Widespread Decreases in MEG Connectivity
title_full_unstemmed Caffeine-Induced Global Reductions in Resting-state BOLD Connectivity reflect Widespread Decreases in MEG Connectivity
title_sort caffeine-induced global reductions in resting-state bold connectivity reflect widespread decreases in meg connectivity
publisher Frontiers Media S.A.
series Frontiers in Human Neuroscience
issn 1662-5161
publishDate 2013-03-01
description In resting-state functional magnetic resonance imaging (fMRI), the temporal correlation between spontaneous fluctuations of the blood oxygenation level dependent (BOLD) signal from different brain regions is used to assess functional connectivity. However, because the BOLD signal is an indirect measure of neuronal activity, its complex hemodynamic nature can complicate the interpretation of differences in connectivity that are observed across conditions or subjects. For example, prior studies have shown that caffeine leads to widespread reductions in BOLD connectivity but were not able to determine if neural or vascular factors were primarily responsible for the observed decrease. In this study, we used source-localized magnetoencephalography (MEG) in conjunction with fMRI to further examine the origins of the caffeine-induced changes in BOLD connectivity. We observed widespread and significant (p < 0.01) reductions in both MEG and fMRI connectivity measures, suggesting that decreases in the connectivity of resting-state neuro-electric power fluctuations were primarily responsible for the observed BOLD connectivity changes. The MEG connectivity decreases were most pronounced in the beta band. By demonstrating the similarity in MEG and fMRI based connectivity changes, these results provide evidence for the neural basis of resting-state fMRI networks and further support the potential of MEG as a tool to characterize resting-state connectivity.
topic Caffeine
Magnetoencephalography
fMRI
functional connectivity
BOLD
resting-state
url http://journal.frontiersin.org/Journal/10.3389/fnhum.2013.00063/full
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