Departments of Biomedical Engineering, University of California, Irvine, California 92697, USA.
J Chem Phys. 2017 Dec 7;147(21):214112. doi: 10.1063/1.5016052.
We explored a multi-scale algorithm for the Poisson-Boltzmann continuum solvent model for more robust simulations of biomolecules. In this method, the continuum solvent/solute interface is explicitly simulated with a numerical fluid dynamics procedure, which is tightly coupled to the solute molecular dynamics simulation. There are multiple benefits to adopt such a strategy as presented below. At this stage of the development, only nonelectrostatic interactions, i.e., van der Waals and hydrophobic interactions, are included in the algorithm to assess the quality of the solvent-solute interface generated by the new method. Nevertheless, numerical challenges exist in accurately interpolating the highly nonlinear van der Waals term when solving the finite-difference fluid dynamics equations. We were able to bypass the challenge rigorously by merging the van der Waals potential and pressure together when solving the fluid dynamics equations and by considering its contribution in the free-boundary condition analytically. The multi-scale simulation method was first validated by reproducing the solute-solvent interface of a single atom with analytical solution. Next, we performed the relaxation simulation of a restrained symmetrical monomer and observed a symmetrical solvent interface at equilibrium with detailed surface features resembling those found on the solvent excluded surface. Four typical small molecular complexes were then tested, both volume and force balancing analyses showing that these simple complexes can reach equilibrium within the simulation time window. Finally, we studied the quality of the multi-scale solute-solvent interfaces for the four tested dimer complexes and found that they agree well with the boundaries as sampled in the explicit water simulations.
我们探索了一种用于泊松-玻尔兹曼连续溶剂模型的多尺度算法,以实现更稳健的生物分子模拟。在这种方法中,连续溶剂/溶质界面通过数值流体动力学程序进行显式模拟,该程序与溶质分子动力学模拟紧密耦合。采用这种策略有多个好处,如下所述。在该方法的开发阶段,仅包含非静电相互作用,即范德华相互作用和疏水相互作用,以评估新方法生成的溶剂-溶质界面的质量。然而,在求解有限差分流体动力学方程时,精确插值高度非线性范德华项存在数值挑战。我们通过在求解流体动力学方程时合并范德华势和压力,并通过在自由边界条件中分析考虑其贡献,严格地避免了这一挑战。多尺度模拟方法首先通过用解析解重现单个原子的溶剂-溶质界面来验证。接下来,我们对一个受限对称单体进行了弛豫模拟,在平衡时观察到对称的溶剂界面,其表面特征与溶剂排斥表面上发现的特征非常相似。然后测试了四个典型的小分子配合物,体积和力平衡分析表明,这些简单的配合物可以在模拟时间窗口内达到平衡。最后,我们研究了四个测试二聚体配合物的多尺度溶剂-溶质界面的质量,发现它们与显式水模拟中采样的边界吻合良好。