Dehghani Nima, Bédard Claude, Cash Sydney S, Halgren Eric, Destexhe Alain
Integrative and Computational Neuroscience Unit (UNIC), UPR2191, CNRS, Gif-sur-Yvette, France.
J Comput Neurosci. 2010 Dec;29(3):405-21. doi: 10.1007/s10827-010-0263-2. Epub 2010 Aug 10.
The resistive or non-resistive nature of the extracellular space in the brain is still debated, and is an important issue for correctly modeling extracellular potentials. Here, we first show theoretically that if the medium is resistive, the frequency scaling should be the same for electroencephalogram (EEG) and magnetoencephalogram (MEG) signals at low frequencies (<10 Hz). To test this prediction, we analyzed the spectrum of simultaneous EEG and MEG measurements in four human subjects. The frequency scaling of EEG displays coherent variations across the brain, in general between 1/f and 1/f(2), and tends to be smaller in parietal/temporal regions. In a given region, although the variability of the frequency scaling exponent was higher for MEG compared to EEG, both signals consistently scale with a different exponent. In some cases, the scaling was similar, but only when the signal-to-noise ratio of the MEG was low. Several methods of noise correction for environmental and instrumental noise were tested, and they all increased the difference between EEG and MEG scaling. In conclusion, there is a significant difference in frequency scaling between EEG and MEG, which can be explained if the extracellular medium (including other layers such as dura matter and skull) is globally non-resistive.
大脑细胞外空间的电阻性或非电阻性本质仍存在争议,并且是正确模拟细胞外电位的一个重要问题。在此,我们首先从理论上表明,如果介质具有电阻性,那么在低频(<10Hz)时,脑电图(EEG)和脑磁图(MEG)信号的频率标度应该相同。为了验证这一预测,我们分析了四名人类受试者同步进行的EEG和MEG测量的频谱。EEG的频率标度在整个大脑中呈现出连贯的变化,一般在1/f和1/f(2)之间,并且在顶叶/颞叶区域往往较小。在给定区域,尽管与EEG相比,MEG频率标度指数的变异性更高,但两个信号始终以不同的指数进行标度。在某些情况下,标度是相似的,但仅当MEG的信噪比很低时。我们测试了几种针对环境和仪器噪声的噪声校正方法,它们都增加了EEG和MEG标度之间的差异。总之,EEG和MEG之间在频率标度上存在显著差异,如果细胞外介质(包括诸如硬脑膜和颅骨等其他层)整体上是非电阻性的,那么这一差异就可以得到解释。