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关于时间无标度非周期性刺激及其作为大脑功能连接图无限极不可能驱动器的机制。

On temporal scale-free non-periodic stimulation and its mechanisms as an infinite improbability drive of the brain's functional connectogram.

作者信息

Cota Vinícius Rosa, Cançado Sérgio Augusto Vieira, Moraes Márcio Flávio Dutra

机构信息

Rehab Technologies - INAIL Lab, Istituto Italiano di Tecnologia, Genoa, Italy.

Laboratory of Neuroengineering and Neuroscience, Department of Electrical Engineering, Federal University of São João del-Rei, São João del Rei, Brazil.

出版信息

Front Neuroinform. 2023 May 24;17:1173597. doi: 10.3389/fninf.2023.1173597. eCollection 2023.

DOI:10.3389/fninf.2023.1173597
PMID:37293579
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10244597/
Abstract

Rationalized development of electrical stimulation (ES) therapy is of paramount importance. Not only it will foster new techniques and technologies with increased levels of safety, efficacy, and efficiency, but it will also facilitate the translation from basic research to clinical practice. For such endeavor, design of new technologies must dialogue with state-of-the-art neuroscientific knowledge. By its turn, neuroscience is transitioning-a movement started a couple of decades earlier-into adopting a new conceptual framework for brain architecture, in which time and thus temporal patterns plays a central role in the neuronal representation of sampled data from the world. This article discusses how neuroscience has evolved to understand the importance of brain rhythms in the overall functional architecture of the nervous system and, consequently, that neuromodulation research should embrace this new conceptual framework. Based on such support, we revisit the literature on standard (fixed-frequency pulsatile stimuli) and mostly non-standard patterns of ES to put forward our own rationale on how temporally complex stimulation schemes may impact neuromodulation strategies. We then proceed to present a low frequency, on average (thus low energy), scale-free temporally randomized ES pattern for the treatment of experimental epilepsy, devised by our group and termed NPS (Non-periodic Stimulation). The approach has been shown to have robust anticonvulsant effects in different animal models of acute and chronic seizures (displaying dysfunctional hyperexcitable tissue), while also preserving neural function. In our understanding, accumulated mechanistic evidence suggests such a beneficial mechanism of action may be due to the natural-like characteristic of a scale-free temporal pattern that may robustly compete with aberrant epileptiform activity for the recruitment of neural circuits. Delivering temporally patterned or random stimuli within specific phases of the underlying oscillations (i.e., those involved in the communication within and across brain regions) could both potentiate and disrupt the formation of neuronal assemblies with random probability. The usage of infinite improbability drive here is obviously a reference to the "The Hitchhiker's Guide to the Galaxy" comedy science fiction classic, written by Douglas Adams. The parallel is that dynamically driving brain functional connectogram, through neuromodulation, in a manner that would not favor any specific neuronal assembly and/or circuit, could re-stabilize a system that is transitioning to fall under the control of a single attractor. We conclude by discussing future avenues of investigation and their potentially disruptive impact on neurotechnology, with a particular interest in NPS implications in neural plasticity, motor rehabilitation, and its potential for clinical translation.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/630c/10244597/26433c1105b1/fninf-17-1173597-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/630c/10244597/655483ce3500/fninf-17-1173597-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/630c/10244597/26433c1105b1/fninf-17-1173597-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/630c/10244597/655483ce3500/fninf-17-1173597-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/630c/10244597/26433c1105b1/fninf-17-1173597-g002.jpg
摘要

合理开发电刺激(ES)疗法至关重要。这不仅会催生出安全性、有效性和效率更高的新技术,还将推动从基础研究到临床实践的转化。对于这样的努力,新技术的设计必须与最先进的神经科学知识相结合。反过来,神经科学正在转型——这一进程始于几十年前——采用一种新的脑结构概念框架,其中时间以及时间模式在对来自外界采样数据的神经元表征中起着核心作用。本文讨论了神经科学如何发展以理解脑节律在神经系统整体功能结构中的重要性,因此神经调节研究应采用这一新的概念框架。基于这样的支持,我们重新审视了关于标准(固定频率脉冲刺激)以及大多是非标准ES模式的文献,以提出我们自己对于时间上复杂的刺激方案如何影响神经调节策略的理论依据。然后,我们展示一种低频、平均而言(即低能量)、无标度时间随机的ES模式用于治疗实验性癫痫,这是由我们团队设计并称为NPS(非周期性刺激)的模式。该方法已被证明在急性和慢性癫痫发作的不同动物模型(显示功能失调的过度兴奋组织)中具有强大的抗惊厥作用,同时还能保留神经功能。我们认为,积累的机制证据表明这种有益的作用机制可能归因于无标度时间模式的自然样特性,它可能有力地与异常癫痫样活动竞争以募集神经回路。在潜在振荡的特定阶段(即那些参与脑区内部和跨脑区通信的阶段)传递有时间模式或随机的刺激,可能以随机概率增强和破坏神经元集合的形成。这里使用“无限不可能性驱动”显然是参考了道格拉斯·亚当斯所著的喜剧科幻经典《银河系搭车客指南》。相似之处在于,通过神经调节以一种不偏袒任何特定神经元集合和/或回路的方式动态驱动脑功能连接图,可能会使一个正过渡到受单一吸引子控制的系统重新稳定。我们通过讨论未来的研究方向及其对神经技术可能产生的颠覆性影响来得出结论,特别关注NPS在神经可塑性、运动康复方面的意义及其临床转化潜力。

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Neuromorphic-Based Neuroprostheses for Brain Rewiring: State-of-the-Art and Perspectives in Neuroengineering.用于大脑重新布线的基于神经形态的神经假体:神经工程的现状与展望
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Individually tuned theta HD-tACS improves spatial performance.个体化调节的θ频段高刺激密度经颅交流电刺激可改善空间表现。
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