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离子通道动力学研究中的赫斯特分析。

Hurst analysis in the study of ion channel kinetics.

作者信息

Nogueira R A, Varanda W A, Liebovitch L S

机构信息

Departamento de Biofísica e Radiobiologia, Universidade Federal de Pernambuco, Recife, PE, Brasil.

出版信息

Braz J Med Biol Res. 1995 Apr;28(4):491-6.

PMID:8520548
Abstract

Ion channels are protein molecules which can assume distinct open and closed conformational states. The transitions between these states can be controlled by the electrical field, ions and/or drugs. Records of unitary current events show that short open-time intervals are frequently adjacent to much longer closed-time intervals, and vice-versa, suggesting that the kinetic process has memory, i.e., the intervals are correlated in time. Here the rescaled range analysis (R/S Hurst analysis) is proposed as a method to test for correlation. Simulations were performed with a two-state Markovian model, which has no memory. The calculated Hurst coefficients (H) presented a mean +/- SD value of 0.493 +/- 0.025 (N = 100). For the Ca(2+)-activated K+ channels of Leydig cells, H was equal to 0.75, statistically different (1% level) from that calculated for the memoryless process. Randomly shuffling the experimental data resulted in an H = 0.55, not significantly different (1% level) from that found for the two-state Markovian model. For a linear three-state Markovian model, H was equal to 0.548 +/- 0.017 (N = 15), again not significantly different (1% level) from that of the memoryless process. Although the three-state Markovian model adequately describes the open- and closed-time distributions, it does not account for the correlation found in this Ca(2+)-activated K+ channel. Our results illustrate the efficacy of the R/S analysis in determining whether successive opening and closing events are correlated in time and can be of help in deciding which model should be used to describe the kinetics of ion channels.

摘要

离子通道是能够呈现不同开放和关闭构象状态的蛋白质分子。这些状态之间的转变可由电场、离子和/或药物控制。单一电流事件的记录表明,短的开放时间间隔常常紧邻长得多的关闭时间间隔,反之亦然,这表明动力学过程具有记忆性,即这些时间间隔在时间上是相关的。在此提出重标极差分析(R/S赫斯特分析)作为一种检验相关性的方法。使用无记忆的两态马尔可夫模型进行了模拟。计算得到的赫斯特系数(H)呈现出均值±标准差为0.493±0.025(N = 100)。对于睾丸间质细胞的钙激活钾通道,H等于0.75,与无记忆过程计算得到的值在统计学上有差异(1%水平)。对实验数据进行随机重排得到的H = 0.55,与两态马尔可夫模型得到的值在统计学上无显著差异(1%水平)。对于线性三态马尔可夫模型,H等于0.548±0.017(N = 15),同样与无记忆过程的值在统计学上无显著差异(1%水平)。尽管三态马尔可夫模型能够充分描述开放和关闭时间分布,但它无法解释在该钙激活钾通道中发现的相关性。我们的结果说明了R/S分析在确定连续的开放和关闭事件在时间上是否相关方面的有效性,并且有助于决定应使用哪种模型来描述离子通道的动力学。

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