Moradi Mahmoud, Babin Volodymyr, Sagui Celeste, Roland Christopher
Department of Physics, Center for High Performance Simulations, North Carolina State University, Raleigh, NC, USA.
Methods Mol Biol. 2013;924:313-37. doi: 10.1007/978-1-62703-017-5_12.
During the last decade, several methods for sampling phase space and calculating various free energies in biomolecular systems have been devised or refined for molecular dynamics (MD) simulations. Thus, state-of-the-art methodology and the ever increasing computer power allow calculations that were forbidden a decade ago. These calculations, however, are not trivial as they require knowledge of the methods, insight into the system under study, and, quite often, an artful combination of different methodologies in order to avoid the various traps inherent in an unknown free energy landscape. In this chapter, we illustrate some of these concepts with two relatively simple systems, a sugar ring and proline oligopeptides, whose free energy landscapes still offer considerable challenges. In order to explore the configurational space of these systems, and to surmount the various free energy barriers, we combine three complementary methods: a nonequilibrium umbrella sampling method (adaptively biased MD, or ABMD), replica-exchange molecular dynamics (REMD), and steered molecular dynamics (SMD). In particular, ABMD is used to compute the free energy surface of a set of collective variables; REMD is used to improve the performance of ABMD, to carry out sampling in space complementary to the collective variables, and to sample equilibrium configurations directly; and SMD is used to study different transition mechanisms.
在过去十年中,已经设计或改进了几种用于在生物分子系统中采样相空间和计算各种自由能的方法,以用于分子动力学(MD)模拟。因此,当前的先进方法和不断增长的计算机能力使得十年前被禁止的计算成为可能。然而,这些计算并非易事,因为它们需要了解方法、深入了解所研究的系统,而且通常需要巧妙地结合不同的方法,以避免未知自由能景观中固有的各种陷阱。在本章中,我们用两个相对简单的系统——糖环和脯氨酸寡肽来说明其中的一些概念,它们的自由能景观仍然带来相当大的挑战。为了探索这些系统的构型空间并克服各种自由能障碍,我们结合了三种互补方法:非平衡伞形采样方法(自适应偏置分子动力学,或ABMD)、副本交换分子动力学(REMD)和引导分子动力学(SMD)。特别地,ABMD用于计算一组集体变量的自由能表面;REMD用于提高ABMD的性能,在与集体变量互补的空间中进行采样,并直接采样平衡构型;而SMD用于研究不同的转变机制。