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分离皮层下刺激变异性的两个来源以量化皮质脊髓束兴奋性的波动。

Isolating two sources of variability of subcortical stimulation to quantify fluctuations of corticospinal tract excitability.

作者信息

Goetz Stefan M, Howell Bryan, Wang Boshuo, Li Zhongxi, Sommer Marc A, Peterchev Angel V, Grill Warren M

机构信息

Department of Engineering, University of Cambridge, Cambridge, CB2 1PZ, UK; Department of Psychiatry & Behavioral Sciences, Duke University, Durham, NC 27710, USA; Department of Neurosurgery, Duke University, Durham, NC 27710, USA; Department of Electrical & Computer Engineering, Duke University, Durham, NC 27708, USA; Duke Institute of Brain Sciences, Duke University, Durham, NC 27710, USA.

Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA.

出版信息

Clin Neurophysiol. 2022 Jun;138:134-142. doi: 10.1016/j.clinph.2022.02.009. Epub 2022 Feb 24.

Abstract

OBJECTIVE

Investigate the variability previously found with cortical stimulation and handheld transcranial magnetic stimulation (TMS) coils, criticized for its high potential of coil position fluctuations, bypassing the cortex using deep brain electrical stimulation (DBS) of the corticospinal tract with fixed electrodes where both latent variations of the coil position of TMS are eliminated and cortical excitation fluctuations should be absent.

METHODS

Ten input-output curves were recorded from five anesthetized cats with implanted DBS electrodes targeting the corticospinal tract. Goodness of fit of regressions with a conventional single variability source as well as a dual variability source model was quantified using a Schwarz Bayesian Information approach to avoid overfitting.

RESULTS

Motor evoked potentials (MEPs) through DBS of the corticospinal tract revealed short-term fluctuations in excitability of the targeted neuron pathway reflecting endogenous input-side variability at similar magnitude as TMS despite bypassing cortical networks.

CONCLUSION

Input-side variability, i.e., variability resulting in changing MEP amplitudes as if the stimulation strength was modulated, also emerges in electrical stimulation at a similar degree and is not primarily a result of varying stimulation, such as minor coil movements in TMS. More importantly, this variability component is present, although the cortex is bypassed. Thus, it may be of spinal origin, which can include cortical input from spinal projections. Further, the nonlinearity of the compound variability entails complex heteroscedastic non-Gaussian distributions and typically does not allow simple linear averages in statistical analysis of MEPs. As the average is dominated by outliers, it risks bias. With appropriate regression, the net effects of excitatory and inhibitory inputs to the targeted neuron pathways become noninvasively observable and quantifiable.

SIGNIFICANCE

The neural responses evoked by artificial stimulation in the cerebral cortex are variable. For example, MEPs in response to repeated presentations of the same stimulus can vary from no response to saturation across trials. Several sources of such variability have been suggested, and most of them may be technical in nature, but localization is missing.

摘要

目的

研究先前在皮质刺激和手持式经颅磁刺激(TMS)线圈中发现的变异性,这种变异性因线圈位置波动可能性高而受到批评,通过使用固定电极对皮质脊髓束进行深部脑电刺激(DBS)绕过皮质,从而消除TMS线圈位置的潜在变化,并应不存在皮质兴奋波动。

方法

从五只植入了针对皮质脊髓束的DBS电极的麻醉猫身上记录了十条输入-输出曲线。使用施瓦茨贝叶斯信息方法对传统单一变异性来源以及双变异性来源模型的回归拟合优度进行量化,以避免过度拟合。

结果

通过对皮质脊髓束进行DBS诱发的运动诱发电位(MEP)显示,尽管绕过了皮质网络,但目标神经元通路的兴奋性存在短期波动,反映出内源性输入侧变异性,其幅度与TMS相似。

结论

输入侧变异性,即导致MEP振幅变化就好像刺激强度被调制一样的变异性,在电刺激中也以相似程度出现,并且并非主要是诸如TMS中轻微线圈移动等刺激变化的结果。更重要的是,尽管绕过了皮质,但这种变异性成分仍然存在。因此,它可能起源于脊髓,这可能包括来自脊髓投射的皮质输入。此外,复合变异性的非线性导致复杂的异方差非高斯分布,并且在MEP的统计分析中通常不允许进行简单的线性平均。由于平均值受异常值主导,存在偏差风险。通过适当的回归,可以非侵入性地观察和量化对目标神经元通路的兴奋性和抑制性输入的净效应。

意义

大脑皮质中人工刺激诱发的神经反应是可变的。例如,对相同刺激的重复呈现所产生的MEP在不同试验中可能从无反应到饱和反应有所不同。已经提出了这种变异性的几个来源,其中大多数可能本质上是技术性的,但缺乏定位。

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