基于真实头部模型的包络波神经电刺激仿真研究。

IF 2.7 4区 医学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Neuroinformatics Pub Date : 2025-01-01 Epub Date: 2024-12-30 DOI:10.1007/s12021-024-09711-4
Yuhao Liu, Renling Zou, Liang Zhao, Linpeng Jin, Xiufang Hu, Xuezhi Yin
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引用次数: 0

摘要

近年来,应用电磁场对脑神经活动的调节已成为神经科学研究的热点。经颅直流电刺激(tDCS)和经颅交流电刺激(tACS)是两种常见的无创神经调节技术。然而,传统的tACS对大脑深层的刺激作用有限。本研究提出了一种低频和中频包络波神经刺激方法,并通过仿真和人体实验对其有效性和安全性进行了评价。首先,根据头部MRI图像数据建立真实头部模型,利用有限元方法计算包络波在大脑中的电流分布;然后,在neuron软件中构建单室神经元模型,模拟不同频率电刺激下神经元的动作电位产生。最后,通过人体实验研究了包络波电刺激的阈值。结果表明,包络波既能增加刺激深度,又能诱导神经元产生有效动作电位。包络波电刺激时,最佳调制波频率为50 Hz,载波频率为2 kHz ~ 3 kHz。该方法有望在神经和精神疾病的非侵入性治疗中发挥重要作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation Study of Envelope Wave Electrical Nerve Stimulation Based on a Real Head Model.

In recent years, the modulation of brain neural activity by applied electromagnetic fields has become a hot spot in neuroscience research. Transcranial direct current stimulation (tDCS) and transcranial alternating current stimulation (tACS) are two common non-invasive neuromodulation techniques. However, conventional tACS has limited stimulation effects in the deeper parts of the brain. In this study, a method of low and medium frequency envelope wave neurostimulation is proposed, and its effectiveness and safety are evaluated by simulation and human experiment. First, we built a real head model from head MRI image data and used the finite element method to calculate the current distribution of the envelope wave in the brain. Then, a single-compartment neuron model was constructed in NEURON software to simulate the action potential generation of neurons under different frequencies of electrical stimulation. Finally, a human experiment was conducted to investigate the threshold of human perception of envelope wave electrical stimulation. The results show that envelope wave can both increase the depth of stimulation and induce neurons to generate effective action potentials. In envelope wave electrical stimulation, the optimal modulating wave frequency was 50 Hz, and the carrier frequency was 2 kHz-3 kHz. This method is expected to play an important role in the non-invasive treatment of neurological and psychiatric disorders.

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来源期刊
Neuroinformatics
Neuroinformatics 医学-计算机:跨学科应用
CiteScore
6.00
自引率
6.70%
发文量
54
审稿时长
3 months
期刊介绍: Neuroinformatics publishes original articles and reviews with an emphasis on data structure and software tools related to analysis, modeling, integration, and sharing in all areas of neuroscience research. The editors particularly invite contributions on: (1) Theory and methodology, including discussions on ontologies, modeling approaches, database design, and meta-analyses; (2) Descriptions of developed databases and software tools, and of the methods for their distribution; (3) Relevant experimental results, such as reports accompanie by the release of massive data sets; (4) Computational simulations of models integrating and organizing complex data; and (5) Neuroengineering approaches, including hardware, robotics, and information theory studies.
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