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模拟衰老大脑中的经颅电刺激。

Modeling transcranial electrical stimulation in the aging brain.

机构信息

Department of Clinical and Health Psychology, Department of Neuroscience, Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, USA.

Department of Clinical and Health Psychology, Department of Neuroscience, Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, USA.

出版信息

Brain Stimul. 2020 May-Jun;13(3):664-674. doi: 10.1016/j.brs.2020.02.007. Epub 2020 Feb 6.

Abstract

BACKGROUND

Varying treatment outcomes in transcranial electrical stimulation (tES) recipients may depend on the amount of current reaching the brain. Brain atrophy associated with normal aging may affect tES current delivery to the brain. Computational models have been employed to compute predicted tES current inside the brain. This study is the largest study that uses computational models to investigate tES field distribution in healthy older adults.

METHODS

Individualized head models from 587 healthy older adults (mean = 73.9years, 51-95 years) were constructed to create field maps. Two electrode montages (F3-F4, M1-SO) with 2 mA input current were modeled using ROAST with modified codes. A customized template of healthy older adults, the UFAB-587, was created from the same dataset and used to warp individual brains into the same space. Warped models were analyzed to determine the relationship between computed field measures, brain atrophy and age.

MAIN RESULTS

Computed field measures were inversely correlated with brain atrophy (R = 0.0829, p = 1.14e-12). Field pattern showed negative correlation with age in brain sub-regions including part of DLPFC and precentral gyrus. Mediation analysis revealed that the negative correlation between age and current density is partially mediated by brain-to-CSF ratio.

CONCLUSIONS

Computed field measures showed decreasing amount of tES current reaching the brain with increasing atrophy. Therefore, adjusting current dose by modifying tES stimulation parameters in older adults based on degree of atrophy may be necessary to achieve desired stimulation benefits. Results from this study may inform future tES application in healthy older adults.

摘要

背景

经颅电刺激(tES)治疗效果的差异可能取决于到达大脑的电流强度。与正常衰老相关的脑萎缩可能会影响 tES 对大脑的电流传递。计算模型已被用于计算大脑内预测的 tES 电流。这项研究是使用计算模型调查健康老年人中 tES 场分布的最大研究。

方法

使用 587 名健康老年人(平均年龄 73.9 岁,51-95 岁)的个体头部模型构建场图。使用 ROAST 对 2 个电极配置(F3-F4、M1-SO)进行建模,输入电流为 2 mA。使用相同数据集创建了健康老年人的定制模板 UFAB-587,用于将个体大脑变形到同一空间。对变形模型进行分析,以确定计算的场测量值、脑萎缩和年龄之间的关系。

主要结果

计算的场测量值与脑萎缩呈负相关(R = 0.0829,p = 1.14e-12)。场模式与大脑子区域(包括部分 DLPFC 和中央前回)的年龄呈负相关。中介分析表明,年龄与电流密度之间的负相关部分是由脑-脑脊液比介导的。

结论

计算的场测量值显示,随着萎缩程度的增加,到达大脑的 tES 电流强度逐渐减少。因此,在老年人群中根据萎缩程度调整 tES 刺激参数可能需要调整电流剂量,以实现预期的刺激效果。这项研究的结果可能为未来在健康老年人中应用 tES 提供信息。

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1
Modeling transcranial electrical stimulation in the aging brain.模拟衰老大脑中的经颅电刺激。
Brain Stimul. 2020 May-Jun;13(3):664-674. doi: 10.1016/j.brs.2020.02.007. Epub 2020 Feb 6.

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