Villa Alessandra, Peter Christine, van der Vegt Nico F A
Max Planck Institute for Polymer Research, Ackermannweg 10, D-55128, Mainz, Germany.
Phys Chem Chem Phys. 2009 Mar 28;11(12):2077-86. doi: 10.1039/b818144f. Epub 2009 Feb 2.
We discuss the development of a coarse-grained (CG) model for molecular dynamics (MD) simulation of a hydrophobic dipeptide, diphenylalanine, in aqueous solution. The peptide backbone is described with two CG beads per amino acid, the side groups and charged end groups are each described with one CG bead. In the derivation of interaction functions between CG beads we follow a bottom-up strategy where we devise potentials such that the resulting CG simulation reproduces the conformational sampling and the intermolecular interactions observed in an atomistic simulation of the same peptide. In the CG model, conformational flexibility of the peptide is accounted for through a set of intra-molecular (bonded) potentials. The approach followed to obtain the bonded potentials is discussed in detail. The CG potentials for nonbonded interactions are based on potentials of mean force obtained by atomistic simulations in aqueous solution. Following this approach, solvent mediation effects are included in the effective bead-bead nonbonded interactions and computationally very efficient (solvent-free) simulations of self-assembly processes can be performed. We show that the conformational properties of the all-atom dipeptide in explicit solvent can be accurately reproduced with the CG model. Moreover, preliminary simulations of peptide self-assembly performed with the CG model illustrate good agreement with results obtained from all-atom, explicit solvent simulations.
我们讨论了一种粗粒度(CG)模型的开发,用于对水溶液中的疏水性二肽——二苯基丙氨酸进行分子动力学(MD)模拟。每个氨基酸的肽主链用两个CG珠子描述,侧链基团和带电端基分别用一个CG珠子描述。在推导CG珠子之间的相互作用函数时,我们采用自下而上的策略,设计势能,使得到的CG模拟能够重现相同肽的原子模拟中观察到的构象采样和分子间相互作用。在CG模型中,肽的构象灵活性通过一组分子内(键合)势能来体现。详细讨论了获得键合势能所采用的方法。非键合相互作用的CG势能基于在水溶液中进行原子模拟得到的平均力势能。按照这种方法,溶剂介导效应包含在有效的珠子 - 珠子非键合相互作用中,并且可以进行计算效率非常高的(无溶剂)自组装过程模拟。我们表明,CG模型可以准确重现全原子二肽在显式溶剂中的构象性质。此外,用CG模型进行的肽自组装初步模拟结果与全原子显式溶剂模拟结果吻合良好。