Biologically relevant finite-size effects in a driven lattice gas with particle pausing and dynamical defects

Johannes Keisers, Lorenzo Vito Dal Zovo, Norbert Kern, Luca Ciandrini
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Abstract

In this article we present a comprehensive study of the totally asymmetric simple exclusion process with pausing particles (pTASEP), a model initially introduced to describe RNAP dynamics during transcription. We extend previous mean-field approaches and demonstrate that the pTASEP is equivalent to the exclusion process with dynamical defects (ddTASEP), thus broadening the scope of our investigation to a larger class of problems related to transcription and translation. We extend the mean-field theory to the open boundary case, revealing the system's phase diagram and critical values of entry and exit rates. However, we identify a significant discrepancy between theory and simulations in a region of the parameter space, indicating severe finite-size effects. To address this, we develop a single-cluster approximation that captures the relationship between current and lattice size, providing a more accurate representation of the system's dynamics. Finally, we extend our approach to open boundary conditions, demonstrating its applicability in different scenarios. Our findings underscore the importance of considering finite-size effects, often overlooked in the literature, when modelling biological processes such as transcription and translation.
具有粒子暂停和动态缺陷的驱动晶格气体中与生物相关的有限尺寸效应
在这篇文章中,我们对具有暂停粒子的完全不对称简单排阻过程(pTASEP)进行了全面的研究,该模型最初是为了描述转录过程中的 RNAP 动态而引入的。我们扩展了以前的均场方法,证明 pTASEP 等价于具有动力学缺陷的排除过程(ddTASEP),从而将我们的研究范围扩大到与转录和翻译相关的更大一类问题。我们将均场理论扩展到开放边界情况,揭示了系统的相图以及入口和出口的临界值。然而,我们发现在参数空间的一个区域,理论与模拟之间存在显著差异,表明存在严重的有限尺寸效应。为了解决这个问题,我们开发了一种单簇近似方法,它能捕捉电流与晶格尺寸之间的关系,从而更精确地呈现系统的动态。最后,我们将方法扩展到开放边界条件,证明了它在各种情况下的适用性。我们的发现强调了在模拟转录和翻译等生物过程时考虑晶格大小效应的重要性,而这种效应在文献中经常被忽视。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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