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确定人类估计的局部场电位(LFPs)与血氧水平依赖(BOLD)反应之间频率和区域依赖性关系的方法。

Methods for determining frequency- and region-dependent relationships between estimated LFPs and BOLD responses in humans.

作者信息

Martuzzi Roberto, Murray Micah M, Meuli Reto A, Thiran Jean-Philippe, Maeder Philippe P, Michel Christoph M, Grave de Peralta Menendez Rolando, Gonzalez Andino Sara L

机构信息

Radiology Service, University Hospital Center, Lausanne, Switzerland.

出版信息

J Neurophysiol. 2009 Jan;101(1):491-502. doi: 10.1152/jn.90335.2008. Epub 2008 Nov 12.

Abstract

The relationship between electrophysiological and functional magnetic resonance imaging (fMRI) signals remains poorly understood. To date, studies have required invasive methods and have been limited to single functional regions and thus cannot account for possible variations across brain regions. Here we present a method that uses fMRI data and singe-trial electroencephalography (EEG) analyses to assess the spatial and spectral dependencies between the blood-oxygenation-level-dependent (BOLD) responses and the noninvasively estimated local field potentials (eLFPs) over a wide range of frequencies (0-256 Hz) throughout the entire brain volume. This method was applied in a study where human subjects completed separate fMRI and EEG sessions while performing a passive visual task. Intracranial LFPs were estimated from the scalp-recorded data using the ELECTRA source model. We compared statistical images from BOLD signals with statistical images of each frequency of the eLFPs. In agreement with previous studies in animals, we found a significant correspondence between LFP and BOLD statistical images in the gamma band (44-78 Hz) within primary visual cortices. In addition, significant correspondence was observed at low frequencies (<14 Hz) and also at very high frequencies (>100 Hz). Effects within extrastriate visual areas showed a different correspondence that not only included those frequency ranges observed in primary cortices but also additional frequencies. Results therefore suggest that the relationship between electrophysiological and hemodynamic signals thus might vary both as a function of frequency and anatomical region.

摘要

电生理信号与功能磁共振成像(fMRI)信号之间的关系仍未得到充分理解。迄今为止,相关研究需要采用侵入性方法,并且局限于单个功能区域,因此无法解释不同脑区可能存在的差异。在此,我们提出一种方法,该方法利用fMRI数据和单试次脑电图(EEG)分析,在整个脑容积的广泛频率范围(0 - 256赫兹)内,评估血氧水平依赖(BOLD)反应与非侵入性估计的局部场电位(eLFP)之间的空间和频谱依赖性。该方法应用于一项研究,在该研究中,人类受试者在执行被动视觉任务时分别完成了fMRI和EEG实验环节。使用ELECTRA源模型从头皮记录数据中估计颅内LFP。我们将BOLD信号的统计图像与eLFP各频率的统计图像进行了比较。与之前对动物的研究一致,我们发现在初级视皮层内的γ波段(44 - 78赫兹),LFP与BOLD统计图像之间存在显著对应关系。此外,在低频(<14赫兹)和非常高的频率(>100赫兹)也观察到了显著对应关系。纹外视觉区域内的效应显示出不同的对应关系,不仅包括在初级皮层中观察到的那些频率范围,还包括其他频率。因此,结果表明电生理信号与血液动力学信号之间的关系可能会随频率和解剖区域而变化。

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