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解剖学特征预测经颅直流电刺激(tDCS)的反应:用于优化tDCS方案的计算流程的开发

Anatomical Characteristics Predict Response to Transcranial Direct Current Stimulation (tDCS): Development of a Computational Pipeline for Optimizing tDCS Protocols.

作者信息

Caiani Giulia, Chiaramello Emma, Parazzini Marta, Arrigoni Eleonora, Lauro Leonor J Romero, Pisoni Alberto, Fiocchi Serena

机构信息

Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133 Milan, Italy.

Institute of Electronics, Computer and Telecommunication Engineering (IEIIT), National Research Council (CNR), 20133 Milan, Italy.

出版信息

Bioengineering (Basel). 2025 Jun 15;12(6):656. doi: 10.3390/bioengineering12060656.

DOI:10.3390/bioengineering12060656
PMID:40564472
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12189637/
Abstract

Transcranial direct current stimulation (tDCS) is a non-invasive brain stimulation technique promisingly used to treat neurological and psychological disorders. Nevertheless, the inter-subject heterogeneity in its after-effects frequently limits its efficacy. This can be attributed to fixed-dose methods, which do not consider inter-subject anatomical variations. This work attempts to overcome this constraint by examining the effects of age and anatomical features, including the volume of cerebrospinal fluid (CSF), the thickness of the skull, and the composition of brain tissue, on electric field distribution and cortical excitability. A computational approach was used to map the electric field distribution over the brain tissues of realistic head models reconstructed from MRI images of twenty-three subjects, including adults and children of both genders. Significant negative correlations ( < 0.05) were found in the data between the maximum electric field strength and anatomical variable parameters. Furthermore, this study showed that the percentage of brain tissue exposed to an electric field amplitude above a pre-defined threshold (i.e., 0.227 V/m) was the main factor influencing the responsiveness to tDCS. In the end, the research suggests multiple regression models as useful tool to predict subjects' responsiveness and to support a personalized approach that tailors the injected current to the morphology of the patient.

摘要

经颅直流电刺激(tDCS)是一种非侵入性脑刺激技术,有望用于治疗神经和心理障碍。然而,其后续效应的个体间异质性常常限制了其疗效。这可归因于固定剂量方法,该方法未考虑个体间的解剖学差异。这项工作试图通过研究年龄和解剖特征(包括脑脊液(CSF)体积、颅骨厚度和脑组织组成)对电场分布和皮质兴奋性的影响来克服这一限制。采用一种计算方法来绘制从23名受试者(包括不同性别的成年人和儿童)的MRI图像重建的真实头部模型的脑组织上的电场分布。在数据中发现最大电场强度与解剖变量参数之间存在显著负相关(<0.05)。此外,本研究表明,暴露于高于预定义阈值(即0.227 V/m)的电场幅度的脑组织百分比是影响对tDCS反应性的主要因素。最后,该研究表明多元回归模型是预测受试者反应性并支持根据患者形态调整注入电流的个性化方法的有用工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/9c92454f1dc2/bioengineering-12-00656-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/36b88a99316c/bioengineering-12-00656-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/103efd723845/bioengineering-12-00656-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/be7797c250ce/bioengineering-12-00656-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/f225a34b6a9a/bioengineering-12-00656-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/9c92454f1dc2/bioengineering-12-00656-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/36b88a99316c/bioengineering-12-00656-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/103efd723845/bioengineering-12-00656-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/be7797c250ce/bioengineering-12-00656-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/f225a34b6a9a/bioengineering-12-00656-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55a3/12189637/9c92454f1dc2/bioengineering-12-00656-g005.jpg

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本文引用的文献

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The Effects of Transcranial Direct Current Stimulation (tDCS) on the Cognitive Functions: A Systematic Review and Meta-analysis.经颅直流电刺激(tDCS)对认知功能的影响:系统评价与荟萃分析
Neuropsychol Rev. 2025 Mar;35(1):126-152. doi: 10.1007/s11065-023-09627-x. Epub 2023 Dec 7.
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The one-way ANOVA test explained.单因素方差分析解析。
Nurse Res. 2023 Sep 7;31(3):8-14. doi: 10.7748/nr.2023.e1885. Epub 2023 Jun 15.
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Personalized tDCS for Focal Epilepsy-A Narrative Review: A Data-Driven Workflow Based on Imaging and EEG Data.
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
Brain Sci. 2022 May 7;12(5):610. doi: 10.3390/brainsci12050610.
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Inter-Individual Variability in tDCS Effects: A Narrative Review on the Contribution of Stable, Variable, and Contextual Factors.经颅直流电刺激效应的个体间差异:关于稳定、可变和情境因素贡献的叙述性综述
Brain Sci. 2022 Apr 20;12(5):522. doi: 10.3390/brainsci12050522.
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Sex difference in tDCS current mediated by changes in cortical anatomy: A study across young, middle and older adults.经皮质解剖变化介导的 tDCS 电流中的性别差异:跨越年轻、中年和老年成年人的研究。
Brain Stimul. 2022 Jan-Feb;15(1):125-140. doi: 10.1016/j.brs.2021.11.018. Epub 2021 Nov 23.
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A Selective Review of the Excitatory-Inhibitory Imbalance in Schizophrenia: Underlying Biology, Genetics, Microcircuits, and Symptoms.精神分裂症兴奋-抑制失衡的选择性综述:潜在生物学、遗传学、微回路及症状
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Individual differences in neuroanatomy and neurophysiology predict effects of transcranial alternating current stimulation.个体神经解剖学和神经生理学的差异可预测经颅交流电刺激的效果。
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Estimation of individually induced e-field strength during transcranial electric stimulation using the head circumference.基于头围估算经颅电刺激时的个体感应电场强度。
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