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千赫兹频率的深部脑刺激对规范模型丘脑神经元的放电无效。

Kilohertz Frequency Deep Brain Stimulation Is Ineffective at Regularizing the Firing of Model Thalamic Neurons.

作者信息

Couto João, Grill Warren M

机构信息

Department of Biomedical Engineering, Duke UniversityDurham, NC, USA; Theoretical Neurobiology and Neuroengineering Laboratory, Department of Biomedical Engineering, University of AntwerpAntwerp, Belgium.

Department of Biomedical Engineering, Duke University Durham, NC, USA.

出版信息

Front Comput Neurosci. 2016 Mar 15;10:22. doi: 10.3389/fncom.2016.00022. eCollection 2016.

Abstract

Deep brain stimulation (DBS) is an established therapy for movement disorders, including tremor, dystonia, and Parkinson's disease, but the mechanisms of action are not well understood. Symptom suppression by DBS typically requires stimulation frequencies ≥100 Hz, but when the frequency is increased above ~2 kHz, the effectiveness in tremor suppression declines (Benabid et al., 1991). We sought to test the hypothesis that the decline in efficacy at high frequencies is associated with desynchronization of the activity generated within a population of stimulated neurons. Regularization of neuronal firing is strongly correlated with tremor suppression by DBS, and desynchronization would disrupt the regularization of neuronal activity. We implemented computational models of CNS axons with either deterministic or stochastic membrane dynamics, and quantified the response of populations of model nerve fibers to extracellular stimulation at different frequencies and amplitudes. As stimulation frequency was increased from 2 to 80 Hz the regularity of neuronal firing increased (as assessed with direct estimates of entropy), in accord with the clinical effects on tremor of increasing stimulation frequency (Kuncel et al., 2006). Further, at frequencies between 80 and 500 Hz, increasing the stimulation amplitude (i.e., the proportion of neurons activated by the stimulus) increased the regularity of neuronal activity across the population, in accord with the clinical effects on tremor of stimulation amplitude (Kuncel et al., 2007). However, at stimulation frequencies above 1 kHz the regularity of neuronal firing declined due to irregular patterns of action potential generation and conduction block. The reductions in neuronal regularity that occurred at high frequencies paralleled the previously reported decline in tremor reduction and may be responsible for the loss of efficacy of DBS at very high frequencies. This analysis provides further support for the hypothesis that effective DBS masks the intrinsic patterns of activity in the stimulated neurons and replaces it with regularized firing.

摘要

深部脑刺激(DBS)是一种用于治疗运动障碍的成熟疗法,包括震颤、肌张力障碍和帕金森病,但作用机制尚不完全清楚。DBS抑制症状通常需要刺激频率≥100Hz,但当频率增加到约2kHz以上时,震颤抑制效果会下降(贝纳比德等人,1991年)。我们试图验证以下假设:高频时疗效下降与受刺激神经元群体内产生的活动去同步化有关。神经元放电的规律性与DBS抑制震颤密切相关,而去同步化会破坏神经元活动的规律性。我们构建了具有确定性或随机膜动力学的中枢神经系统轴突计算模型,并量化了模型神经纤维群体对不同频率和幅度的细胞外刺激的反应。随着刺激频率从2Hz增加到80Hz,神经元放电的规律性增加(通过熵的直接估计来评估),这与增加刺激频率对震颤的临床效果一致(昆塞尔等人,2006年)。此外,在80至500Hz之间的频率下,增加刺激幅度(即被刺激激活的神经元比例)会增加整个群体神经元活动的规律性,这与刺激幅度对震颤的临床效果一致(昆塞尔等人,2007年)。然而,在刺激频率高于1kHz时,由于动作电位产生和传导阻滞的不规则模式,神经元放电的规律性下降。高频时神经元规律性的降低与先前报道的震颤减轻效果下降相平行,可能是DBS在非常高频率下失去疗效的原因。该分析进一步支持了以下假设:有效的DBS掩盖了受刺激神经元的内在活动模式,并用规律性放电取而代之。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0438/4791372/f00db03a96dd/fncom-10-00022-g0001.jpg

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