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Simulated annealing coupled replica exchange molecular dynamics--an efficient conformational sampling method

机译:模拟退火耦合复制副本交换分子动力学-一种有效的构象采样方法

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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.
机译:分子动力学模拟退火(SA-MD)模拟通常用于精炼和优化肽和蛋白质结构。根据仿真条件和仿真长度,可以将SA-MD仿真困在远离全局最优值的局部稳定构型中。作为替代副本,可以使用分子动力学(RexMD)模拟,它允许在模拟的所有阶段在高和低模拟温度之间进行交换。但是,RexMD模拟的一个重大缺点是副本数量随系统大小的增加而迅速增加,以覆盖所需的温度范围。建议将SA-MD和RexMD的组合方法称为SA-RexMD,该方法使用少量副本(4),并首先从一组高仿真温度开始,然后逐步冷却该组温度,直到达到目标温度为止。该协议已应用于几种肽系统的折叠和蛋白质模型结构的完善。在所有情况下,与目标温度下的连续MD模拟和在相同计算需求下的SA-MD模拟相比,SA-RexMD方法在达到低能量结构以及与实验接近的结构方面都更加有效。该方法非常适合于结构改进和系统力场改进的应用。

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