Department of Theoretical Biophysics, Max Planck Institute of Biophysics, Max-von-Laue Straße 3, 60438 Frankfurt am Main, Germany.
Frankfurt Institute for Advanced Studies, Ruth-Moufang-Straße 1, 60438 Frankfurt am Main, Germany.
J Chem Phys. 2022 Jul 21;157(3):034101. doi: 10.1063/5.0095523.
Among other improvements, the Martini 3 coarse-grained force field provides a more accurate description of the solvation of protein pockets and channels through the consistent use of various bead types and sizes. Here, we show that the representation of Na and Cl ions as "tiny" (TQ5) beads limits the accessible time step to 25 fs. By contrast, with Martini 2, time steps of 30-40 fs were possible for lipid bilayer systems without proteins. This limitation is relevant for systems that require long equilibration times. We derive a quantitative kinetic model of time-integration instabilities in molecular dynamics (MD) as a function of the time step, ion concentration and mass, system size, and simulation time. We demonstrate that ion-water interactions are the main source of instability at physiological conditions, followed closely by ion-ion interactions. We show that increasing the ionic masses makes it possible to use time steps up to 40 fs with minimal impact on static equilibrium properties and dynamical quantities, such as lipid and solvent diffusion coefficients. Increasing the size of the bead representing the ions (and thus changing their hydration) also permits longer time steps. For a soluble protein, we find that increasing the mass of tiny beads also on the protein permits simulations with 30-fs time steps. The use of larger time steps in Martini 3 results in a more efficient exploration of configuration space. The kinetic model of MD simulation crashes can be used to determine the maximum allowed time step upfront for an efficient use of resources and whenever sampling efficiency is critical.
除了其他改进,Martini 3 粗粒力场通过一致使用各种珠粒类型和大小,更准确地描述了蛋白质口袋和通道的溶剂化作用。在这里,我们表明,将 Na 和 Cl 离子表示为“微小”(TQ5)珠粒将可访问的时间步长限制为 25 fs。相比之下,对于没有蛋白质的脂质双层系统,Martini 2 可以使用 30-40 fs 的时间步长。这种限制对于需要长时间平衡的系统很重要。我们推导出一个分子动力学(MD)时间积分不稳定性的定量动力学模型,作为时间步长、离子浓度和质量、系统大小和模拟时间的函数。我们证明,在生理条件下,离子-水相互作用是不稳定性的主要来源,其次是离子-离子相互作用。我们表明,增加离子质量可以在最小影响静态平衡性质和动力学性质(如脂质和溶剂扩散系数)的情况下,使用 40 fs 的时间步长。增加代表离子的珠粒的大小(从而改变其水合作用)也允许更长的时间步长。对于可溶性蛋白质,我们发现增加蛋白质上微小珠粒的质量也允许使用 30 fs 的时间步长进行模拟。在 Martini 3 中使用更大的时间步长可以更有效地探索构型空间。MD 模拟崩溃的动力学模型可用于确定资源高效使用的最大允许时间步长,以及在采样效率至关重要时。