Molecular Structure and Function Program, Hospital for Sick Children, Toronto, Ontario, Canada.
Biophys J. 2011 Aug 17;101(4):951-60. doi: 10.1016/j.bpj.2011.06.043.
Here, we propose a technique for sampling complex molecular systems with many degrees of freedom. The technique, termed "multiple replica repulsion" (MRR), does not suffer from poor scaling with the number of degrees of freedom associated with common replica exchange procedures and does not require sampling at high temperatures. The algorithm involves creation of multiple copies (replicas) of the system, which interact with one another through a repulsive potential that can be applied to the system as a whole or to portions of it. The proposed scheme prevents oversampling of the most populated states and provides accurate descriptions of conformational perturbations typically associated with sampling ground-state energy wells. The performance of MRR is illustrated for three systems of increasing complexity. A two-dimensional toy potential surface is used to probe the sampling efficiency as a function of key parameters of the procedure. MRR simulations of the Met-enkephalin pentapeptide, and the 76-residue protein ubiquitin, performed in presence of explicit water molecules and totaling 32 ns each, investigate the ability of MRR to characterize the conformational landscape of the peptide, and the protein native basin, respectively. Results obtained for the enkephalin peptide reflect more closely the extensive conformational flexibility of this peptide than previously reported simulations. Those obtained for ubiquitin show that conformational ensembles sampled by MRR largely encompass structural fluctuations relevant to biological recognition, which occur on the microsecond timescale, or are observed in crystal structures of ubiquitin complexes with other proteins. MRR thus emerges as a very promising simple and versatile technique for modeling the structural plasticity of complex biological systems.
在这里,我们提出了一种用于采样具有多个自由度的复杂分子系统的技术。该技术称为“多副本排斥”(MRR),它不会因与常见的副本交换程序相关的自由度数量的扩展而导致扩展不佳,也不需要在高温下进行采样。该算法涉及创建系统的多个副本(副本),这些副本通过可以应用于整个系统或其部分的排斥势相互作用。所提出的方案可以防止对最常见状态的过度采样,并提供与采样基态能量井相关的构象扰动的准确描述。通过三个复杂程度递增的系统来演示 MRR 的性能。使用二维玩具势能表面来探测作为该过程关键参数函数的采样效率。在存在显式水分子的情况下,对 Met-脑啡肽五肽和 76 个残基蛋白泛素进行了 MRR 模拟,每个模拟的总时间为 32ns,分别研究了 MRR 表征肽的构象景观以及蛋白质天然盆地的能力。对于脑啡肽获得的结果比以前报道的模拟更能反映出该肽的广泛构象灵活性。对于泛素获得的结果表明,MRR 采样的构象系综很大程度上包含了与生物识别相关的结构波动,这些波动发生在微秒时间尺度上,或者在泛素与其他蛋白质的复合物的晶体结构中观察到。因此,MRR 作为一种非常有前途的简单而通用的技术,可用于模拟复杂生物系统的结构可塑性。