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Diffusion models of ion-channel gating and the origin of power-law distributions from single-channel recording.

机译:离子通道门控的扩散模型和单通道记录的幂律分布起源。

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摘要

The lifetimes of the unitary currents from ion channels, as revealed from single-channel recording, are traditionally thought to follow exponential or multiexponential distributions. The interpretation of these event-time distributions is that the gating process follows Markov kinetics among a small number of states. There is recent evidence, however, that certain systems exhibit distributions that follow power laws or functions related to power laws. Likewise, it has been suggested that data sets that appear to be multiexponential may be fit to simple power laws as well. In this paper we propose a different view of ion-channel-gating kinetics that is consistent with these recent experimental observations. We retain the Markovian nature of the kinetics, but, in contrast to the traditional models, we suggest that ion-channel proteins have a very large number of states all of similar energy. Gating, therefore, resembles a diffusion process. We show that our simplest one-dimensional model exhibits single-channel distributions that follow power laws of the form t-a, where 1/2 less than or equal to a less than or equal to 3/2. Exponents determined from recent experiments approximately fall within this range. We believe that this model is consistent with modern views of protein dynamics and, thus, may provide a key to the molecular details of the gating process.
机译:从单通道记录可以看出,离子通道的单位电流的寿命通常被认为遵循指数或多指数分布。这些事件时间分布的解释是门控过程遵循少数状态之间的马尔可夫动力学。但是,最近有证据表明,某些系统的分布遵循幂律或与幂律有关的功能。同样,已经提出,看起来是多指数的数据集也可能适合简单的幂定律。在本文中,我们提出了与离子通道门控动力学不同的观点,这些观点与这些最新的实验观察结果一致。我们保留了动力学的马尔可夫性质,但是与传统模型相反,我们建议离子通道蛋白具有非常多的状态,且都具有相似的能量。因此,门控类似于扩散过程。我们表明,最简单的一维模型展示了遵循t-a形式的幂定律的单通道分布,其中1/2小于或等于小于或等于3/2。根据最近的实验确定的指数大约在该范围内。我们认为该模型与现代的蛋白质动力学观点是一致的,因此可能为门控过程的分子细节提供了关键。

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