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评估运动神经元活动时对刺激周围时间直方图的统计检验。

Statistical test for peri-stimulus time histograms in assessing motor neuron activity.

作者信息

Ushiba J, Tomita Y, Masakado Y, Komune Y, Muraoka Y

机构信息

School of Fundamental Science & Technology, Graduate School of Keio University, Japan.

出版信息

Med Biol Eng Comput. 2002 Jul;40(4):462-8. doi: 10.1007/BF02345079.

Abstract

The peri-stimulus time histogram is a valuable tool for evaluating neural connections in humans. To detect the degree to which a conditioning stimulus to a sensory nerve modulates motor neuron activity, a histogram of motor unit spike intervals after a conditioning stimulus is measured. This histogram allows the effect of the conditioning stimulus to be visualised. By comparison with a reference histogram of motor unit spike intervals after a sham stimulus, the noise caused by spontaneous firing sway can be removed. However, no valid statistical test has yet been developed to separate the physiological effect from the spontaneous sway and statistical noise. A computational method has been proposed to detect modulation caused by a conditioning stimulus. To clarify the effect of a conditioning stimulus, this new method used reference histograms to calculate a confidence interval. A simulated experiment demonstrated that about 2000 re-samplings were sufficient to estimate a confidence interval for a histogram with 1 ms bin width constructed from 300 triggers. Testing of the experimental data, measured from the tibialis anterior muscles during the elicitation of the excitatory spinal reflex, confirmed that significant peaks were produced at 30, 34, 35 and 38ms after the conditioning stimulus. These correspond appropriately to the delay of the spinal reflex.

摘要

刺激周围时间直方图是评估人类神经连接的一种有价值的工具。为了检测对感觉神经的条件刺激调节运动神经元活动的程度,需测量条件刺激后运动单位放电间隔的直方图。该直方图能使条件刺激的效果可视化。通过与假刺激后运动单位放电间隔的参考直方图进行比较,可消除自发放电波动引起的噪声。然而,目前尚未开发出有效的统计检验方法来将生理效应与自发波动及统计噪声区分开来。有人提出了一种计算方法来检测条件刺激引起的调制。为了阐明条件刺激的效果,这种新方法使用参考直方图来计算置信区间。一项模拟实验表明,对于由300次触发构建的1毫秒箱宽的直方图,大约2000次重采样足以估计置信区间。对在兴奋性脊髓反射激发期间从胫骨前肌测量的实验数据进行测试,证实了在条件刺激后30、34、35和38毫秒产生了显著峰值。这些峰值与脊髓反射的延迟恰当地对应。

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