Drug Discovery and Design Center, CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences , 555 Zuchongzhi Road, Shanghai 201203, China.
UCB Biopharma SPRL, Chemin du Foriest, 1420 Braine-l'Alleud, Belgium.
J Chem Theory Comput. 2017 Mar 14;13(3):1229-1243. doi: 10.1021/acs.jctc.6b00967. Epub 2017 Feb 8.
Replica exchange molecular dynamics (REMD) and integrated-tempering-sampling (ITS) are two representative enhanced sampling methods which utilize parallel and integrated tempering approaches, respectively. In this work, a partitioned integrated-tempering-sampling (P-ITS) method is proposed which takes advantage of the benefits of both parallel and integrated tempering approaches. Using P-ITS, the folding pathways of a series of proteins with diverse native structures are explored on multidimensional free-energy landscapes, and the associated thermodynamics are evaluated. In comparison to the original form of ITS, P-ITS improves the sampling efficiency and measures the folding/unfolding thermodynamic quantities more consistently with experimental data. In comparison to REMD, P-ITS significantly reduces the requirement of computational resources and meanwhile achieves similar simulation results. The observed structural characterizations of transition and intermediate states of the proteins under study are in good agreement with previous experimental and simulation studies on the same proteins and homologues. Therefore, the P-ITS method has great potential in simulating the structural dynamics of complex biomolecular systems.
复制交换分子动力学(REMD)和集成温度抽样(ITS)是两种具有代表性的增强采样方法,它们分别利用并行和集成温度抽样方法。在这项工作中,提出了一种分区集成温度抽样(P-ITS)方法,该方法利用了并行和集成温度抽样方法的优点。使用 P-ITS,在多维自由能景观上探索了一系列具有不同天然结构的蛋白质的折叠途径,并评估了相关的热力学性质。与原始形式的 ITS 相比,P-ITS 提高了采样效率,并更一致地测量了折叠/解折叠热力学量与实验数据。与 REMD 相比,P-ITS 大大降低了对计算资源的要求,同时获得了类似的模拟结果。研究中蛋白质的过渡和中间状态的观察到的结构特征与同一蛋白质和同源物的先前实验和模拟研究非常吻合。因此,P-ITS 方法在模拟复杂生物分子系统的结构动力学方面具有很大的潜力。