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Thermodynamics of Error Correction

机译:误差校正的热力学

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Information processing at the molecular scale is limited by thermal fluctuations. This can cause undesired consequences in copying information since thermal noise can lead to errors that can compromise the functionality of the copy. For example, a high error rate during DNA duplication can lead to cell death. Given the importance of accurate copying at the molecular scale, it is fundamental to understand its thermodynamic features. In this paper, we derive a universal expression for the copy error as a function of entropy production and work dissipated by the system during wrong incorporations. Its derivation is based on the second law of thermodynamics; hence, its validity is independent of the details of the molecular machinery, be it any polymerase or artificial copying device. Using this expression, we find that information can be copied in three different regimes. In two of them, work is dissipated to either increase or decrease the error. In the third regime, the protocol extracts work while correcting errors, reminiscent of a Maxwell demon. As a case study, we apply our framework to study a copy protocol assisted by kinetic proofreading, and show that it can operate in any of these three regimes. We finally show that, for any effective proofreading scheme, error reduction is limited by the chemical driving of the proofreading reaction.
机译:分子尺度的信息处理受到热波动的限制。由于热噪声会导致错误,因此可能会损害副本的功能,因此可能会在复制信息时造成不良后果。例如,DNA复制过程中的高错误率会导致细胞死亡。鉴于在分子尺度上进行精确复制的重要性,了解其热力学特征至关重要。在本文中,我们推导出了复制错误的通用表达式,该表达式是熵产生和系统在错误合并时耗散的功的函数。它的推导基于热力学第二定律。因此,其有效性与分子机制的细节无关,无论是任何聚合酶还是人工复制装置。使用此表达式,我们发现可以在三种不同的方式下复制信息。在其中两个中,耗散了工作以增加或减少错误。在第三种情况下,该协议在纠正错误的同时提取工作,这让人联想到麦克斯韦恶魔。作为案例研究,我们将我们的框架应用于研究通过动态校对辅助的复制协议,并表明它可以在这三种方案中的任何一种下运行。我们最终证明,对于任何有效的校对方案,减少错误均受校对反应的化学驱动。

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