Division of Functional and Restorative Neurosurgery and Division of Translational Neurosurgery, Department of Neurosurgery, Eberhard Karls University Tuebingen, Germany ; Neuroprosthetics Research Group, Werner Reichardt Centre for Integrative Neuroscience, Eberhard Karls University Tuebingen, Germany.
Front Comput Neurosci. 2015 Feb 26;9:26. doi: 10.3389/fncom.2015.00026. eCollection 2015.
Closed-loop paradigms provide us with the opportunity to optimize stimulation protocols for perturbation of pathological oscillatory activity in brain-related disorders. In this vein, spiking activity of motor cortex neurons and beta activity of local field potentials in the subthalamic nucleus have both been used independently of each other as neuronal signals to trigger deep brain stimulation for alleviating Parkinsonism. These approaches were superior to the standard continuous high-frequency stimulation protocols used in daily practice. However, they achieved their effects by bursts of stimulation that were applied at high-frequency as well, i.e., independent of the phase information in the stimulated region. In this context, we propose that, by timing stimulation pulses relative to the ongoing oscillation, an alternative approach, namely the targeted perturbation of pathological rhythms, could be obtained. In this modeling study, we first captured the underlying dynamics of neuronal oscillations in the human subthalamic nucleus by phased coupled neuronal oscillators. We then quantified the nature of the interaction between these coupled oscillators by obtaining a physiologically informed phase response curve from local field potentials. Reconstruction of the phase response curve predicted the sensitivity of the phase oscillator to external stimuli, revealing phase intervals that optimally maximized the degree of perturbation. We conclude that our specifically timed intervention based on the coupled oscillator concept will enable us to identify personalized ways of delivering stimulation pulses in closed-loop paradigms triggered by the phase of pathological oscillations. This will pave the way for novel physiological insights and substantial clinical benefits. In addition, this precisely phased modulation may be capable of modifying the effective interactions between oscillators in an entirely new manner.
闭环范式为我们提供了优化刺激方案的机会,以干扰与大脑相关疾病中的病理性振荡活动。在这方面,运动皮层神经元的尖峰活动和丘脑底核局部场电位的β活动都已被独立用作触发深部脑刺激以缓解帕金森病的神经元信号。这些方法优于日常实践中使用的标准连续高频刺激方案。然而,它们通过高频施加的刺激爆发来实现其效果,即与刺激区域的相位信息无关。在这种情况下,我们提出通过相对于正在进行的振荡来定时刺激脉冲,可以获得一种替代方法,即对病理性节律进行有针对性的干扰。在这项建模研究中,我们首先通过相位耦合神经元振荡器来捕获人类丘脑底核中神经元振荡的潜在动力学。然后,我们通过从局部场电位获得生理信息丰富的相位响应曲线来量化这些耦合振荡器之间的相互作用的性质。相位响应曲线的重建预测了相位振荡器对外部刺激的敏感性,揭示了最佳最大化干扰程度的相位间隔。我们得出结论,我们基于耦合振荡器概念的特定定时干预将使我们能够确定基于病理性振荡相位触发的闭环范式中刺激脉冲的个性化传递方式。这将为新的生理见解和实质性的临床效益铺平道路。此外,这种精确调相可能能够以全新的方式改变振荡器之间的有效相互作用。