论个体间差异对个体优化人脑时间干扰刺激的必要性。

IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY
Tapasi Brahma, Alexander Guillen, Jeffrey Moreno, Abhishek Datta, Yu Huang
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引用次数: 0

摘要

简介:经颅颞叶干扰刺激(TI, TIS,或tTIS),也被称为干扰刺激(IFS),能够局部刺激大脑深部区域,只要它是适当的优化。我们之前提出了一种使用两个电极阵列优化TI的算法,并表明与优化的高清经颅电刺激(HD-TES)和使用两对电极的传统优化TI相比,它可以实现更多的局部刺激,特别是在海马等脑深部区域。然而,这些建模研究仅在平均头部(MNI152模板)和三个个体头部上进行,而没有探索个体间的可变性。文献中现有的TI作品大多使用不同个体头部上的两对电极的共同(可能是优化的)蒙太奇,而没有考虑个体间的可变性。材料和方法:本研究通过对N = 25个头像使用相同的优化算法,研究优化后的TI的个体间变异性。具体来说,我们比较了不同刺激技术在六个不同感兴趣区域(ROI;在单独优化和未优化蒙太奇下的右海马、左背外侧前额叶皮层、左运动皮层、右杏仁核、右尾状核和左丘脑。我们还对单个优化进行了数值灵敏度分析,并进行了模拟录音来测试我们的模型。结果:正如预期的那样,由于头部解剖结构和组织电导率的个体差异,在相同的ROI下,TI在不同受试者之间实现的焦点变化可达1.2 cm。我们发现,在6个roi中的5个,使用两个电极阵列的优化TI在相同的调制强度下获得了比优化HD-TES更高的聚焦度。与使用从MNI152模板或文献中优化的普通蒙太奇相比,使用两对电极单独优化的TI可将聚焦度提高4.4厘米,如果使用两个电极阵列,则可提高1.1厘米。由于TI物理的非线性性,单个优化实现的聚焦对随机变化很敏感,可以变化到9.3 cm。在头部幻影上的实验记录证实了使用未经优化的蒙太奇时TI刺激强度的下降,正如我们的硅模型所预测的那样。结论:这项工作表明需要单独优化TI以针对脑深部区域,并主张反对使用共同的头部模型和蒙太奇进行TI建模和实验研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the need of individually optimizing temporal interference stimulation of human brains due to inter-individual variability.

Introduction: Transcranial temporal interference stimulation (TI, TIS, or tTIS), also known as interferential stimulation (IFS), is able to focally stimulate deep brain regions, provided it is properly optimized. We previously presented an algorithm for optimizing TI using two arrays of electrodes and showed that it can achieve more focal stimulation compared to optimized high-definition transcranial electrical stimulation (HD-TES) and conventional optimized TI using two pairs of electrodes, especially in the deep brain areas such as the hippocampus. However, those modeling studies were only performed on an averaged head (MNI152 template) and three individual heads without exploring inter-individual variability. Existing TI works in the literature mostly utilize a common (possibly optimized) montage of two pairs of electrodes on different individual heads without considering inter-individual variability.

Material and method: Here we aim to study the inter-individual variability of optimized TI by applying the same optimization algorithms on N = 25 heads using their individualized head models. Specifically, we compared the focality achieved by different stimulation techniques at six different regions of interest (ROI; right hippocampus, left dorsolateral prefrontal cortex, left motor cortex, right amygdala, right caudate, and left thalamus) under both individually optimized and unoptimized montages. We also conducted numerical sensitivity analysis on the individual optimization and performed phantom recordings to test our models.

Results: As expected, there is a variability in focality achieved by TI of up to 1.2 cm at the same ROI across subjects due to inter-individual differences in the head anatomy and tissue conductivity. We show that optimized TI using two arrays of electrodes achieves higher focality than that from optimized HD-TES at the same level of modulation intensity at 5 of the 6 ROIs. Compared to using a common montage either optimized from the MNI152 template or from the literature, individually optimized TI using two pairs of electrodes improves the focality by up to 4.4 cm, and by up to 1.1 cm if using two arrays of electrodes. Focality achieved by the individual optimization is sensitive to random changes and can vary up to 9.3 cm due to the non-lienarity of TI physics. Experimental recordings on a head phantom confirms the drop in TI stimulation strength when using unoptimized montages as predicted by our in silico models.

Conclusion: This work demonstrates the need of individually optimizing TI to target deep brain areas, and advocates against using a common head model and montage for TI modeling and experimental studies.

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来源期刊
Brain Stimulation
Brain Stimulation 医学-临床神经学
CiteScore
13.10
自引率
9.10%
发文量
256
审稿时长
72 days
期刊介绍: Brain Stimulation publishes on the entire field of brain stimulation, including noninvasive and invasive techniques and technologies that alter brain function through the use of electrical, magnetic, radiowave, or focally targeted pharmacologic stimulation. Brain Stimulation aims to be the premier journal for publication of original research in the field of neuromodulation. The journal includes: a) Original articles; b) Short Communications; c) Invited and original reviews; d) Technology and methodological perspectives (reviews of new devices, description of new methods, etc.); and e) Letters to the Editor. Special issues of the journal will be considered based on scientific merit.
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