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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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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