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有限体系中聚集和碎裂的修正斯莫卢霍夫斯基速率方程。

Modified Smoluchowski Rate Equations for Aggregation and Fragmentation in Finite Systems.

机构信息

Faculty of Chemistry, Adam Mickiewicz University in Poznań, Uniwersytetu Poznańskiego 8, 61-614 Poznań, Poland.

出版信息

J Phys Chem B. 2023 Jul 13;127(27):6154-6162. doi: 10.1021/acs.jpcb.3c02884. Epub 2023 Jun 27.

Abstract

Protein self-assembly into supramolecular structures is important for cell biology. Theoretical methods employed to investigate protein aggregation and analogous processes include molecular dynamics simulations, stochastic models, and deterministic rate equations based on the mass-action law. In molecular dynamics simulations, the computation cost limits the system size, simulation length, and number of simulation repeats. Therefore, it is of practical interest to develop new methods for the kinetic analysis of simulations. In this work we consider the Smoluchowski rate equations modified to account for reversible aggregation in finite systems. We present several examples and argue that the modified Smoluchowski equations combined with Monte Carlo simulations of the corresponding master equation provide an effective tool for developing kinetic models of peptide aggregation in molecular dynamics simulations.

摘要

蛋白质自我组装成超分子结构对细胞生物学很重要。用于研究蛋白质聚集和类似过程的理论方法包括分子动力学模拟、随机模型和基于质量作用定律的确定性速率方程。在分子动力学模拟中,计算成本限制了系统的大小、模拟的长度和模拟重复的次数。因此,开发用于模拟动力学分析的新方法具有实际意义。在这项工作中,我们考虑了对有限系统中可逆聚集进行修正的斯莫鲁霍夫斯基速率方程。我们给出了几个例子,并认为修正的斯莫鲁霍夫斯基方程与相应主方程的蒙特卡罗模拟相结合,为在分子动力学模拟中开发肽聚集的动力学模型提供了一种有效的工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2739/10350959/f17785e87511/jp3c02884_0001.jpg

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