Agarwal Rahul, Sarma Sridevi V
Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD 21218, USA.
J Comput Neurosci. 2012 Aug;33(1):151-67. doi: 10.1007/s10827-011-0379-z. Epub 2012 Jan 13.
Thalamic neurons receive inputs from cortex and their responses are modulated by the basal ganglia (BG). This modulation is necessary to properly relay cortical inputs back to cortex and downstream to the brain stem when movements are planned. In Parkinson's disease (PD), the BG input to thalamus becomes pathological and relay of motor-related cortical inputs is compromised, thereby impairing movements. However, high frequency (HF) deep brain stimulation (DBS) may be used to restore relay reliability, thereby restoring movements in PD patients. Although therapeutic, HF stimulation consumes significant power forcing surgical battery replacements, and may cause adverse side effects. Here, we used a biophysical-based model of the BG-Thalamus motor loop in both healthy and PD conditions to assess whether low frequency stimulation can suppress pathological activity in PD and enable the thalamus to reliably relay movement-related cortical inputs. We administered periodic pulse train DBS waveforms to the sub-thalamic nucleus (STN) with frequencies ranging from 0-140 Hz, and computed statistics that quantified pathological bursting, oscillations, and synchronization in the BG as well as thalamic relay of cortical inputs. We found that none of the frequencies suppressed all pathological activity in BG, though the HF waveforms recovered thalamic reliability. Our rigorous study, however, led us to a novel DBS strategy involving low frequency multi-input phase-shifted DBS, which successfully suppressed pathological symptoms in all BG nuclei and enabled reliable thalamic relay. The neural restoration remained robust to changes in the model parameters characterizing early to late PD stages.
丘脑神经元接收来自皮层的输入,其反应受基底神经节(BG)调节。当计划运动时,这种调节对于将皮层输入正确地中继回皮层并向下游传递到脑干是必要的。在帕金森病(PD)中,BG对丘脑的输入变得病理性,与运动相关的皮层输入的中继受到损害,从而损害运动。然而,高频(HF)深部脑刺激(DBS)可用于恢复中继可靠性,从而恢复PD患者的运动。尽管具有治疗作用,但高频刺激消耗大量能量,迫使进行手术更换电池,并且可能引起不良副作用。在这里,我们使用基于生物物理的健康和PD状态下的BG-丘脑运动环路模型,来评估低频刺激是否可以抑制PD中的病理活动,并使丘脑能够可靠地中继与运动相关的皮层输入。我们将频率范围为0-140Hz的周期性脉冲串DBS波形施加到丘脑底核(STN),并计算量化BG中的病理爆发、振荡和同步以及皮层输入的丘脑中继的统计量。我们发现,尽管高频波形恢复了丘脑的可靠性,但没有一个频率能抑制BG中的所有病理活动。然而,我们的严谨研究使我们得出了一种新的DBS策略,即低频多输入相移DBS,它成功地抑制了所有BG核中的病理症状,并实现了可靠的丘脑中继。神经恢复对表征PD早期到晚期阶段的模型参数变化仍然具有鲁棒性。