Walczewska-Szewc Katarzyna, Deplazes Evelyne, Corry Ben
In Silico Numerical Laboratory and Institute of Experimental Physics, University of Gdansk , 80-952 Gdańsk, Poland.
Research School of Biology, Australian National University , Acton ACT 2601, Australia.
J Chem Theory Comput. 2015 Jul 14;11(7):3455-65. doi: 10.1021/acs.jctc.5b00205.
Adequately sampling the large number of conformations accessible to proteins and other macromolecules is one of the central challenges in molecular dynamics (MD) simulations; this activity can be difficult, even for relatively simple systems. An example where this problem arises is in the simulation of dye-labeled proteins, which are now being widely used in the design and interpretation of Förster resonance energy transfer (FRET) experiments. In this study, MD simulations are used to characterize the motion of two commonly used FRET dyes attached to an immobilized chain of polyproline. Even in this simple system, the dyes exhibit complex behavior that is a mixture of fast and slow motions. Consequently, very long MD simulations are required to sufficiently sample the entire range of dye motion. Here, we compare the ability of enhanced sampling methods to reproduce the behavior of fluorescent labels on proteins. In particular, we compared Accelerated Molecular Dynamics (AMD), metadynamics, Replica Exchange Molecular Dynamics (REMD), and High Temperature Molecular Dynamics (HTMD) to equilibrium MD simulations. We find that, in our system, all of these methods improve the sampling of the dye motion, but the most significant improvement is achieved using REMD.
对蛋白质和其他大分子可及的大量构象进行充分采样是分子动力学(MD)模拟的核心挑战之一;即使对于相对简单的系统,这项工作也可能很困难。这个问题出现的一个例子是在染料标记蛋白质的模拟中,染料标记蛋白质目前被广泛用于福斯特共振能量转移(FRET)实验的设计和解释。在本研究中,MD模拟用于表征附着在固定化聚脯氨酸链上的两种常用FRET染料的运动。即使在这个简单的系统中,染料也表现出复杂的行为,是快速和慢速运动的混合。因此,需要非常长的MD模拟来充分采样染料运动的整个范围。在这里,我们比较了增强采样方法重现蛋白质上荧光标记行为的能力。特别是,我们将加速分子动力学(AMD)、元动力学、副本交换分子动力学(REMD)和高温分子动力学(HTMD)与平衡MD模拟进行了比较。我们发现,在我们的系统中,所有这些方法都改善了染料运动的采样,但使用REMD实现了最显著的改进。