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Correlation between BOLD-fMRI and EEG signal changes in response to visual stimulus frequency in humans.人类视觉刺激频率响应中血氧水平依赖性功能磁共振成像(BOLD-fMRI)与脑电图(EEG)信号变化之间的相关性。
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人类大脑中同时发生的电活动与代谢活动的功能耦合。

Functional coupling of simultaneous electrical and metabolic activity in the human brain.

作者信息

Oakes Terrence R, Pizzagalli Diego A, Hendrick Andrew M, Horras Katherine A, Larson Christine L, Abercrombie Heather C, Schaefer Stacey M, Koger John V, Davidson Richard J

机构信息

W M Keck Laboratory for Functional Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA.

出版信息

Hum Brain Mapp. 2004 Apr;21(4):257-70. doi: 10.1002/hbm.20004.

DOI:10.1002/hbm.20004
PMID:15038007
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6871925/
Abstract

The relationships between brain electrical and metabolic activity are being uncovered currently in animal models using invasive methods; however, in the human brain this relationship remains not well understood. In particular, the relationship between noninvasive measurements of electrical activity and metabolism remains largely undefined. To understand better these relations, cerebral activity was measured simultaneously with electroencephalography (EEG) and positron emission tomography using [(18)f]-fluoro-2-deoxy-D-glucose (PET-FDG) in 12 normal human subjects during rest. Intracerebral distributions of current density were estimated, yielding tomographic maps for seven standard EEG frequency bands. The PET and EEG data were registered to the same space and voxel dimensions, and correlational maps were created on a voxel-by-voxel basis across all subjects. For each band, significant positive and negative correlations were found that are generally consistent with extant understanding of EEG band power function. With increasing EEG frequency, there was an increase in the number of positively correlated voxels, whereas the lower alpha band (8.5-10.0 Hz) was associated with the highest number of negative correlations. This work presents a method for comparing EEG signals with other more traditionally tomographic functional imaging data on a 3-D basis. This method will be useful in the future when it is applied to functional imaging methods with faster time resolution, such as short half-life PET blood flow tracers and functional magnetic resonance imaging.

摘要

目前,在动物模型中使用侵入性方法正在揭示脑电活动与代谢活动之间的关系;然而,在人类大脑中,这种关系仍未得到充分理解。特别是,电活动的非侵入性测量与代谢之间的关系在很大程度上仍不明确。为了更好地理解这些关系,在12名正常人类受试者休息期间,使用[(18)F]-氟-2-脱氧-D-葡萄糖(PET-FDG)通过脑电图(EEG)和正电子发射断层扫描同时测量大脑活动。估计了电流密度的脑内分布,生成了七个标准EEG频段的断层图像。将PET和EEG数据配准到相同的空间和体素尺寸,并在所有受试者的基础上逐体素创建相关图。对于每个频段,发现了显著的正相关和负相关,这些相关通常与对EEG频段功率函数的现有理解一致。随着EEG频率的增加,正相关体素的数量增加,而较低的α频段(8.5-10.0 Hz)与最高数量的负相关相关。这项工作提出了一种在三维基础上比较EEG信号与其他更传统的断层功能成像数据的方法。当该方法应用于具有更快时间分辨率的功能成像方法时,如短半衰期PET血流示踪剂和功能磁共振成像,将在未来发挥作用。