Slow EEG pattern predicts reduced intrinsic functional connectivity in the default mode network: An inter-subject analysis

被引:87
作者
Hlinka, Jaroslav [1 ,2 ]
Alexakis, Charilaos [2 ]
Diukova, Ana [2 ,3 ]
Liddle, Peter F. [3 ]
Auer, Dorothee P. [2 ]
机构
[1] Acad Sci Czech Republ, Inst Comp Sci, Prague 18207, Czech Republic
[2] Univ Nottingham, Sch Clin Sci, Div Acad Radiol, Nottingham NG7 2RD, England
[3] Univ Nottingham, Div Psychiat, Sch Community Hlth Sci, Nottingham NG7 2RD, England
关键词
fMRI; Electroencephalography (EEG); BOLD; Resting state; Low-frequency fluctuations; Functional connectivity; Default mode; CONSCIOUS RESTING STATE; BRAIN ACTIVITY; ACTIVITY FLUCTUATIONS; COMPONENT ANALYSIS; SPECTRAL-ANALYSIS; VISUAL-CORTEX; FREQUENCY; FMRI; OSCILLATIONS; SIGNATURES;
D O I
10.1016/j.neuroimage.2010.06.002
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The last two decades have witnessed great progress in mapping neural networks associated with task-induced brain activation. More recently, identification of resting state networks (RSN) paved the way to investigate spontaneous task-unrelated brain activity. The cardinal features characterising RSN are low-frequency fluctuations of blood oxygenation level dependent (BOLD) signals synchronised between spatially distinct, but functionally connected brain areas. Simultaneous EEG/fMRI has been previously deployed to study the neurophysiological signature of RSN by comparing EEG power with BOLD amplitudes. We hypothesised that band-limited EEG power may be directly related to network-specific functional connectivity (FC) of BOLD signal time courses. Hence, we studied the association between individual EEG signature and FC in a core RSN, the so-called default mode network (DMN). Combined EEG/fMRI data of 20 healthy volunteers collected during a 15-minute rest period were analysed. Using an inter-subject analysis design, we demonstrated a network and frequency specific relation between RSN FC and EEG. In a multiple regression model, EEG band-powers explained 70% of DMN FC variance, with significant partial correlations of DMN FC to delta (r = -0.73) and beta (r = 0.53) power. The identified EEG pattern has been previously associated with increased alertness. Conversely, an established EEG-derived sedation index (spectral edge frequency SEF95) closely correlated with DMN FC. The study presents an approach that opens a new perspective to EEG/fMRI correlation. Direct evidence was provided for a distinct neurophysiological correlate of DMN FC. This finding further validates the biological relevance of network-specific intrinsic FC and provides an initial neurophysiological basis for interpreting studies of DMN FC alterations. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:239 / 246
页数:8
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