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用于局灶性癫痫的个性化经颅直流电刺激——一项叙述性综述:基于影像学和脑电图数据的数据驱动工作流程

Personalized tDCS for Focal Epilepsy-A Narrative Review: A Data-Driven Workflow Based on Imaging and EEG Data.

作者信息

Beumer Steven, Boon Paul, Klooster Debby C W, van Ee Raymond, Carrette Evelien, Paulides Maarten M, Mestrom Rob M C

机构信息

Department of Electrical Engineering, University of Technology Eindhoven, P.O. Box 513, 5600 MB Eindhoven, The Netherlands.

Department of Neurology, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium.

出版信息

Brain Sci. 2022 May 7;12(5):610. doi: 10.3390/brainsci12050610.

Abstract

Conventional transcranial electric stimulation(tES) using standard anatomical positions for the electrodes and standard stimulation currents is frequently not sufficiently selective in targeting and reaching specific brain locations, leading to suboptimal application of electric fields. Recent advancements in in vivo electric field characterization may enable clinical researchers to derive better relationships between the electric field strength and the clinical results. Subject-specific electric field simulations could lead to improved electrode placement and more efficient treatments. Through this narrative review, we present a processing workflow to personalize tES for focal epilepsy, for which there is a clear cortical target to stimulate. The workflow utilizes clinical imaging and electroencephalography data and enables us to relate the simulated fields to clinical outcomes. We review and analyze the relevant literature for the processing steps in the workflow, which are the following: tissue segmentation, source localization, and stimulation optimization. In addition, we identify shortcomings and ongoing trends with regard to, for example, segmentation quality and tissue conductivity measurements. The presented processing steps result in personalized tES based on metrics like focality and field strength, which allow for correlation with clinical outcomes.

摘要

使用电极的标准解剖位置和标准刺激电流的传统经颅电刺激(tES)在靶向和到达特定脑区时往往缺乏足够的选择性,导致电场应用效果欠佳。体内电场表征的最新进展可能使临床研究人员能够更好地确定电场强度与临床结果之间的关系。针对个体的电场模拟可能会改善电极放置并提高治疗效率。通过这篇叙述性综述,我们提出了一种针对局灶性癫痫进行tES个性化的处理流程,对于局灶性癫痫,存在明确的皮质靶点可供刺激。该流程利用临床成像和脑电图数据,使我们能够将模拟电场与临床结果相关联。我们回顾并分析了工作流程中各个处理步骤的相关文献,这些步骤包括:组织分割、源定位和刺激优化。此外,我们还确定了例如分割质量和组织电导率测量方面的缺点和当前趋势。所提出的处理步骤基于聚焦性和场强等指标产生个性化的tES,从而能够与临床结果进行关联。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b29/9139054/02896a08b0c5/brainsci-12-00610-g001.jpg

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