Zhejiang Lab, Hangzhou, People's Republic of China.
Key Lab of Biomedical Engineering for Ministry of Education, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China.
J Neural Eng. 2024 Apr 4;21(2). doi: 10.1088/1741-2552/ad37da.
. The development of electrical pulse stimulations in brain, including deep brain stimulation, is promising for treating various brain diseases. However, the mechanisms of brain stimulations are not yet fully understood. Previous studies have shown that the commonly used high-frequency stimulation (HFS) can increase the firing of neurons and modulate the pattern of neuronal firing. Because the generation of neuronal firing in brain is a nonlinear process, investigating the characteristics of nonlinear dynamics induced by HFS could be helpful to reveal more mechanisms of brain stimulations. The aim of present study is to investigate the fractal properties in the neuronal firing generated by HFS.. HFS pulse sequences with a constant frequency 100 Hz were applied in the afferent fiber tracts of rat hippocampal CA1 region. Unit spikes of both the pyramidal cells and the interneurons in the downstream area of stimulations were recorded. Two fractal indexes-the Fano factor and Hurst exponent were calculated to evaluate the changes of long-range temporal correlations (LRTCs), a typical characteristic of fractal process, in spike sequences of neuronal firing.. Neuronal firing at both baseline and during HFS exhibited LRTCs over multiple time scales. In addition, the LRTCs significantly increased during HFS, which was confirmed by simulation data of both randomly shuffled sequences and surrogate sequences.. The purely periodic stimulation of HFS pulses, a non-fractal process without LRTCs, can increase rather than decrease the LRTCs in neuronal firing.. The finding provides new nonlinear mechanisms of brain stimulation and suggests that LRTCs could be a new biomarker to evaluate the nonlinear effects of HFS.
电脉冲刺激在大脑中的发展,包括深部脑刺激,对于治疗各种脑部疾病具有广阔的前景。然而,大脑刺激的机制尚未完全阐明。先前的研究表明,常用的高频刺激(HFS)可以增加神经元的放电,并调节神经元放电的模式。由于大脑中神经元放电的产生是一个非线性过程,研究 HFS 诱导的非线性动力学特征可能有助于揭示更多的大脑刺激机制。本研究旨在探讨 HFS 诱发的神经元放电中的分形特性。在大鼠海马 CA1 区传入纤维束中施加频率为 100 Hz 的 HFS 脉冲序列,记录刺激下游区域的锥体神经元和中间神经元的单位放电。计算了两个分形指标——Fano 因子和 Hurst 指数,以评估神经元放电中长程时间相关性(LRTCs)的变化,LRTCs 是分形过程的典型特征。在基线和 HFS 期间,神经元放电都表现出多时间尺度的 LRTCs。此外,HFS 期间 LRTCs 显著增加,这通过随机打乱序列和替代序列的模拟数据得到了证实。HFS 脉冲的纯周期性刺激是一个没有 LRTCs 的非分形过程,它可以增加而不是减少神经元放电中的 LRTCs。这一发现为大脑刺激的新非线性机制提供了证据,并表明 LRTCs 可能成为评估 HFS 非线性效应的新生物标志物。