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对经颅电流刺激中头模型范围对电场预测影响的综合分析。

A comprehensive analysis of the impact of head model extent on electric field predictions in transcranial current stimulation.

机构信息

Grupo de Ingeniería Biomédica, Escuela Técnica Superior de Ingeniería, Departamento de Física, Universidad de Sevilla, Sevilla 41092, Spain.

Instituto de Biofísica e Engenharia Biomédica, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal.

出版信息

J Neural Eng. 2021 Mar 31;18(4). doi: 10.1088/1741-2552/abeab7.

Abstract

MRI-based head models are used to predict the electric field (E-field) in the brain in transcranial current stimulation. The standard field of view of clinical MRI often only covers the head down to the skull base, which has usually lead to models truncated at the level of the nose. Although recent pipelines can artificially extend the head model to the neck, the need for implementing full head models preserving skull holes such as the foramen magnum remains controversial. The objective of this work is to analyse the impact of head model extent on E-field accuracy, with emphasis on specific electrode montages.. A full head model containing an open foramen magnum and a cut head model with closed skull were compared in terms of predicted E-field. Several electrode montages, including fronto-occipital montages recently used in validation studies, were simulated. Local and global metrics were used to evaluate the error for both E-field magnitude and distribution, along with tangential and normal components over different cortical areas. The percentage of current flowing through the lower head was also computed.. Regarding E-field magnitude, small relative differences (RDs) below 7% were found in grey matter for classical montages. Although considerably higher RDs near 50% were found for fronto-occipital montages, absolute errors of 0.1 V mwere only found in non-targeted regions such as the cerebellum. Differences in tangential and normal E-fields were similar and followed the same trend observed for E-field magnitude. Our results also showed a high correlation between the percentage of current shunted through the lower head and the absolute E-field differences.. The influence of head model extent on E-field accuracy depends on electrode montage. Standard cut head models provide sufficiently accurate predictions for both E-field magnitude and distribution in targeted brain areas. However, fronto-occipital montages exhibited larger errors, which might be considered in further validation studies.

摘要

基于 MRI 的头部模型用于预测经颅电流刺激中大脑的电场 (E 场)。临床 MRI 的标准视野通常仅覆盖到头骨底部,这通常导致模型在鼻子水平截断。尽管最近的管道可以人工将头部模型扩展到颈部,但仍然存在争议是否需要实现保留颅骨孔(例如枕骨大孔)的完整头部模型。本工作的目的是分析头部模型范围对 E 场准确性的影响,重点是特定的电极排列。在预测 E 场方面,比较了包含开放枕骨大孔的全头模型和闭合颅骨的截头模型。模拟了几种电极排列,包括最近在验证研究中使用的额枕排列。使用局部和全局指标评估 E 场大小和分布的误差,以及不同皮质区域的切向和法向分量。还计算了流经下部头部的电流百分比。对于 E 场大小,经典排列的灰质中发现相对差异 (RD) 小于 7%。尽管额枕排列的 RD 高达近 50%,但绝对值误差仅在非目标区域(如小脑)中发现为 0.1 V m。切向和法向 E 场的差异相似,遵循与 E 场大小相同的趋势。我们的结果还表明,通过下部头部分流的电流百分比与绝对 E 场差异之间存在高度相关性。头部模型范围对 E 场准确性的影响取决于电极排列。标准截头模型可提供足够准确的预测,用于靶向大脑区域的 E 场大小和分布。然而,额枕排列显示出更大的误差,这可能在进一步的验证研究中加以考虑。

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