Han Mengzhi, Xu Ji, Ren Ying
State Key Laboratory of Multiphase Complex Systems, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China; University of Chinese Academy of Sciences, Beijing 100049, China.
State Key Laboratory of Multiphase Complex Systems, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China.
J Mol Graph Model. 2017 Mar;72:136-147. doi: 10.1016/j.jmgm.2016.12.014. Epub 2016 Dec 28.
Intrinsically disordered proteins (IDPs) are a class of proteins that expected to be largely unstructured under physiological conditions. Due to their heterogeneous nature, experimental characterization of IDP is challenging. Temperature replica exchange molecular dynamics (T-REMD) is a widely used enhanced sampling method to probe structural characteristics of these proteins. However, its application has been hindered due to its tremendous computational cost, especially when simulating large systems in explicit solvent. Two methods, parallel tempering well-tempered ensemble (PT-WTE) and replica exchange with solute tempering (REST), have been proposed to alleviate the computational expense of T-REMD. In this work, we select three different IDP systems to compare the sampling characteristics and efficiencies of the two methods Both the two methods could efficiently sample the conformational space of IDP and yield highly consistent results for all the three IDPs. The efficiencies of the two methods: are compatible, with about 5-6 times better than the plain T-REMD. Besides, the advantages and disadvantages of each method are also discussed. Specially, the PT-WTE method could provide temperature dependent data of the system which could not be achieved by REST, while the REST method could readily be used to a part of the system, which is quite efficient to simulate some biological processes.
内在无序蛋白质(IDP)是一类在生理条件下预计基本无结构的蛋白质。由于其性质的异质性,IDP的实验表征具有挑战性。温度复制交换分子动力学(T-REMD)是一种广泛用于探测这些蛋白质结构特征的增强采样方法。然而,由于其巨大的计算成本,其应用受到了阻碍,特别是在显式溶剂中模拟大型系统时。已经提出了两种方法,并行回火良好回火系综(PT-WTE)和溶质回火复制交换(REST),以减轻T-REMD的计算成本。在这项工作中,我们选择了三个不同的IDP系统来比较这两种方法的采样特性和效率。这两种方法都可以有效地对IDP的构象空间进行采样,并对所有三种IDP产生高度一致的结果。这两种方法的效率相当,比普通的T-REMD大约高5到6倍。此外,还讨论了每种方法的优缺点。特别地,PT-WTE方法可以提供系统的温度相关数据,这是REST无法实现的,而REST方法可以很容易地用于系统的一部分,这对于模拟一些生物过程非常有效。