RESUMEN
OBJECTIVE: Continuous application of high-frequency deep brain stimulation (DBS) often effectively reduces motor symptoms of Parkinson's disease patients. While there is a growing need for more effective and less traumatic stimulation, the exact mechanism of DBS is still unknown. Here, we present a methodology to exploit the plasticity of GABAergic synapses inside the external globus pallidus (GPe) for the optimization of DBS. APPROACH: Assuming the existence of spike-timing-dependent plasticity (STDP) at GABAergic GPe-GPe synapses, we simulate neural activity in a network model of the subthalamic nucleus and GPe. In particular, we test different DBS protocols in our model and quantify their influence on neural synchrony. MAIN RESULTS: In an exemplary set of biologically plausible model parameters, we show that STDP in the GPe has a direct influence on neural activity and especially the stability of firing patterns. STDP stabilizes both uncorrelated firing in the healthy state and correlated firing in the parkinsonian state. Alternative stimulation protocols such as coordinated reset stimulation can clearly profit from the stabilizing effect of STDP. These results are widely independent of the STDP learning rule. SIGNIFICANCE: Once the model settings, e.g., connection architectures, have been described experimentally, our model can be adjusted and directly applied in the development of novel stimulation protocols. More efficient stimulation leads to both minimization of side effects and savings in battery power.
Asunto(s)
Estimulación Encefálica Profunda/métodos , Globo Pálido/fisiopatología , Modelos Neurológicos , Plasticidad Neuronal , Enfermedad de Parkinson/fisiopatología , Enfermedad de Parkinson/terapia , Simulación por Computador , Humanos , Red Nerviosa/fisiopatología , Terapia Asistida por Computador/métodosRESUMEN
OBJECTIVE: The aim of this study was to investigate whether directional steering through a novel 32-contact electrode is safe and can modulate the thresholds for beneficial and side effects of stimulation. METHODS: The study is a single-center, performance and safety study. Double-blind intraoperative evaluations of the thresholds for therapeutic benefit and for side effects were performed in 8 patients with Parkinson disease while stimulating in randomized order in spherical mode and in 4 different steering modes with the 32-contact electrode, and in monopolar mode with a commercial electrode. In addition, simultaneous recordings of local field potentials through all 32 contacts were performed. RESULTS: There were no adverse events related to the experimental device. For 13 of 15 side effects (87%), the threshold could be increased by ≥ 1 mA while steering in at least one direction in comparison to conventional spherical stimulation, thereby increasing the therapeutic window by up to 1.5 mA. Recording local field potentials through all 32 electrode contacts yielded spatiotemporal information on pathologic neuronal activity. CONCLUSIONS: Controlled steering of current through the brain may improve the effectiveness of deep brain stimulation (DBS), allow for novel applications, and provide a tool to better explore pathophysiologic activity in the brain. CLASSIFICATION OF EVIDENCE: This study provides Class IV evidence that for patients with Parkinson disease, steering DBS current is well tolerated, increases the threshold for side effects, and may improve the therapeutic window of subthalamic nucleus DBS as compared with current standard spherical stimulation.