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How to resolve microsecond current fluctuations in single ion channels: The power of beta distributions

机译:如何解决单个离子通道中的微秒电流波动:β分布的功效

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摘要

A main ingredient for the understanding of structure/function correlates of ion channels is the quantitative description of single-channel gating and conductance. However, a wealth of information provided from fast current fluctuations beyond the temporal resolution of the recording system is often ignored, even though it is close to the time window accessible to molecular dynamics simulations. This kind of current fluctuations provide a special technical challenge, because individual opening/closing or blocking/unblocking events cannot be resolved, and the resulting averaging over undetected events decreases the single-channel current. Here, I briefly summarize the history of fast-current fluctuation analysis and focus on the so-called “beta distributions.” This tool exploits characteristics of current fluctuation-induced excess noise on the current amplitude histograms to reconstruct the true single-channel current and kinetic parameters. A guideline for the analysis and recent applications demonstrate that a construction of theoretical beta distributions by Markov Model simulations offers maximum flexibility as compared to analytical solutions.
机译:理解离子通道结构/功能相关性的主要成分是对单通道门控和电导的定量描述。但是,尽管电流记录波动接近于分子动力学模拟可以访问的时间窗口,但通常会忽略由快速电流波动所提供的超出记录系统时间分辨率的大量信息。这种电流波动提供了特殊的技术挑战,因为无法解决单独的打开/关闭或阻塞/解除阻塞事件,并且对未检测到的事件进行平均后会减小单通道电流。在这里,我简要概述了快速电流波动分析的历史,并重点介绍了所谓的“β分布”。该工具利用电流幅度直方图上由电流波动引起的过大噪声的特性来重建真正的单通道电流和动力学参数。分析和最新应用的指南表明,与分析解决方案相比,通过马尔可夫模型仿真构建的理论β分布提供了最大的灵活性。

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