Department of Medicinal Chemistry, College of Pharmacy, 2000 East 30 South Skaggs 201, University of Utah, Salt Lake City, Utah 84112, USA.
J Phys Chem B. 2013 Apr 18;117(15):4014-27. doi: 10.1021/jp400530e. Epub 2013 Apr 4.
Molecular dynamics force field development and assessment requires a reliable means for obtaining a well-converged conformational ensemble of a molecule in both a time-efficient and cost-effective manner. This remains a challenge for RNA because its rugged energy landscape results in slow conformational sampling and accurate results typically require explicit solvent which increases computational cost. To address this, we performed both traditional and modified replica exchange molecular dynamics simulations on a test system (alanine dipeptide) and an RNA tetramer known to populate A-form-like conformations in solution (single-stranded rGACC). A key focus is on providing the means to demonstrate that convergence is obtained, for example, by investigating replica RMSD profiles and/or detailed ensemble analysis through clustering. We found that traditional replica exchange simulations still require prohibitive time and resource expenditures, even when using GPU accelerated hardware, and our results are not well converged even at 2 μs of simulation time per replica. In contrast, a modified version of replica exchange, reservoir replica exchange in explicit solvent, showed much better convergence and proved to be both a cost-effective and reliable alternative to the traditional approach. We expect this method will be attractive for future research that requires quantitative conformational analysis from explicitly solvated simulations.
分子动力学力场的开发和评估需要一种可靠的方法,以便在高效和经济的方式下获得分子的充分收敛构象集合。这对 RNA 来说仍然是一个挑战,因为其崎岖的能量景观导致构象采样缓慢,并且准确的结果通常需要显式溶剂,这会增加计算成本。为了解决这个问题,我们在一个测试系统(丙氨酸二肽)和一个已知在溶液中呈现 A 型构象的 RNA 四聚体(单链 rGACC)上进行了传统和改进的复制交换分子动力学模拟。一个重点是提供证明获得收敛性的方法,例如通过研究复制 RMSD 曲线和/或通过聚类进行详细的整体分析。我们发现,即使使用 GPU 加速硬件,传统的复制交换模拟仍然需要大量的时间和资源支出,即使在每个副本 2 μs 的模拟时间下,我们的结果也没有很好地收敛。相比之下,改进的复制交换版本,显式溶剂中的储库复制交换,显示出更好的收敛性,并被证明是传统方法的一种经济高效且可靠的替代方法。我们期望这种方法将吸引未来需要从显式溶剂模拟中进行定量构象分析的研究。