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Coarse-Grained Protein Models and Their Applications

机译:粗粒蛋白质模型及其应用

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摘要

The traditional computational modeling of protein structure, dynamics, and interactions remains difficult for many protein systems. It is mostly due to the size of protein conformational spaces and required simulation time scales that are still too large to be studied in atomistic detail. Lowering the level of protein representation from all-atom to coarse-grained opens up new possibilities for studying protein systems. In this review we provide an overview of coarse-grained models focusing on their design, including choices of representation, models of energy functions, sampling of conformational space, and applications in the modeling of protein structure, dynamics, and interactions. A more detailed description is given for applications of coarse-grained models suitable for efficient combinations with all-atom simulations in multiscale modeling strategies.
机译:对于许多蛋白质系统而言,蛋白质结构,动力学和相互作用的传统计算模型仍然很困难。这主要是由于蛋白质构象空间的大小和所需的模拟时间尺度而仍然太大,以致于无法在原子学上进行详细研究。将蛋白质表示的水平从全原子降低到粗粒度,为研究蛋白质系统开辟了新的可能性。在这篇综述中,我们提供了一个粗粒度模型的概述,重点在于它们的设计,包括表示的选择,能量函数模型,构象空间采样以及在蛋白质结构,动力学和相互作用建模中的应用。对于适用于多尺度建模策略中与所有原子模拟的有效组合的粗粒度模型的应用,将进行更详细的描述。

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