Kannan Srinivasaraghavan, Zacharias Martin
School of Engineering and Science, Jacobs University Bremen, Campus Ring 1, D-28759 Bremen, Germany.
J Struct Biol. 2009 Jun;166(3):288-94. doi: 10.1016/j.jsb.2009.02.015. Epub 2009 Mar 9.
Molecular dynamics simulated annealing (SA-MD) simulations are frequently used for refinement and optimization of peptide and protein structures. Depending on the simulation conditions and simulation length SA-MD simulations can be trapped in locally stable conformations far from the global optimum. As an alternative replica exchange molecular dynamics (RexMD) simulations can be used which allow exchanges between high and low simulation temperatures at all stages of the simulation. A significant drawback of RexMD simulations is, however, the rapid increase of the replica number with increasing system size to cover a desired temperature range. A combined SA-MD and RexMD approach termed SA-RexMD is suggested that employs a small number of replicas (4) and starts initially with a set of high simulation temperatures followed by gradual cooling of the set of temperatures until a target temperature has been reached. The protocol has been applied for the folding of several peptide systems and for the refinement of protein model structures. In all the cases, the SA-RexMD method turned out to be significantly more efficient in reaching low energy structures and also structures close to experiment compared to continuous MD simulations at the target temperature and to SA-MD simulations at the same computational demand. The approach is well suited for applications in structure refinement and for systematic force field improvement.
分子动力学模拟退火(SA-MD)模拟常用于肽和蛋白质结构的优化。根据模拟条件和模拟时长,SA-MD模拟可能会陷入远离全局最优的局部稳定构象。作为一种替代方法,可以使用副本交换分子动力学(RexMD)模拟,它允许在模拟的各个阶段在高模拟温度和低模拟温度之间进行交换。然而,RexMD模拟的一个显著缺点是,随着系统规模的增加,为覆盖所需温度范围,副本数量会迅速增加。本文提出了一种结合SA-MD和RexMD的方法,称为SA-RexMD,该方法使用少量副本(4个),最初从一组高模拟温度开始,然后逐渐冷却该组温度,直到达到目标温度。该方案已应用于多个肽系统的折叠以及蛋白质模型结构的优化。在所有情况下,与在目标温度下的连续MD模拟以及在相同计算需求下的SA-MD模拟相比,SA-RexMD方法在获得低能量结构以及接近实验的结构方面效率显著更高。该方法非常适合用于结构优化和系统力场改进。