Tracking brain arousal fluctuations with fMRI

被引:210
作者
Chang, Catie [1 ]
Leopold, David A. [2 ,3 ,4 ]
Schoelvinck, Marieke Louise [5 ]
Mandelkow, Hendrik [1 ]
Picchioni, Dante [1 ]
Liu, Xiao [1 ]
Ye, Frank Q. [3 ,4 ]
Turchi, Janita N. [6 ]
Duyn, Jeff H. [1 ]
机构
[1] NINDS, Adv Magnet Resonance Imaging Sect, Lab Funct & Mol Imaging, NIH, Bethesda, MD 20892 USA
[2] NIMH, Sect Cognit Neurophysiol & Imaging, Neuropsychol Lab, NIH, Bethesda, MD 20892 USA
[3] NIMH, Neurophysiol Imaging Facil, NINDS, NIH, Bethesda, MD 20892 USA
[4] NEI, NIH, Bethesda, MD 20892 USA
[5] Max Planck Gesell, Ernst Strungmann Inst Neurosci Cooperat, D-60528 Frankfurt, Germany
[6] NIMH, Lab Neuropsychol, NIH, Bethesda, MD 20892 USA
基金
美国国家卫生研究院;
关键词
resting-state fMRI; spontaneous fluctuations; arousal; electrophysiology; RESTING-STATE FMRI; DEFAULT MODE NETWORK; FUNCTIONAL CONNECTIVITY; ALPHA-RHYTHM; SIMULTANEOUS EEG; SLEEP; SIGNAL; WAKEFULNESS; VIGILANCE; CORTEX;
D O I
10.1073/pnas.1520613113
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Changes in brain activity accompanying shifts in vigilance and arousal can interfere with the study of other intrinsic and task-evoked characteristics of brain function. However, the difficulty of tracking and modeling the arousal state during functional MRI (fMRI) typically precludes the assessment of arousal-dependent influences on fMRI signals. Here we combine fMRI, electrophysiology, and the monitoring of eyelid behavior to demonstrate an approach for tracking continuous variations in arousal level from fMRI data. We first characterize the spatial distribution of fMRI signal fluctuations that track a measure of behavioral arousal; taking this pattern as a template, and using the local field potential as a simultaneous and independent measure of cortical activity, we observe that the time-varying expression level of this template in fMRI data provides a close approximation of electrophysiological arousal. We discuss the potential benefit of these findings for increasing the sensitivity of fMRI as a cognitive and clinical biomarker.
引用
收藏
页码:4518 / 4523
页数:6
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