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通过快速非平衡过程计算生物分子系统中的自由能分布

Calculating free-energy profiles in biomolecular systems from fast nonequilibrium processes.

作者信息

Forney Michael W, Janosi Lorant, Kosztin Ioan

机构信息

Department of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, USA.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Nov;78(5 Pt 1):051913. doi: 10.1103/PhysRevE.78.051913. Epub 2008 Nov 14.

Abstract

Often gaining insight into the functioning of biomolecular systems requires to follow their dynamics along a microscopic reaction coordinate (RC) on a macroscopic time scale, which is beyond the reach of current all atom molecular dynamics (MD) simulations. A practical approach to this inherently multiscale problem is to model the system as a fictitious overdamped Brownian particle that diffuses along the RC in the presence of an effective potential of mean force (PMF) due to the rest of the system. By employing the recently proposed FR method [I. Kosztin, J. Chem. Phys. 124, 064106 (2006)], which requires only a small number of fast nonequilibrium MD simulations of the system in both forward and time reversed directions along the RC, we reconstruct the PMF: (1) of deca-alanine as a function of its end-to-end distance, and (2) that guides the motion of potassium ions through the gramicidin A channel. In both cases the computed PMFs are found to be in good agreement with previous results obtained by different methods. Our approach appears to be about one order of magnitude faster than the other PMF calculation methods and, in addition, it also provides the position-dependent diffusion coefficient along the RC. Thus, the obtained PMF and diffusion coefficient can be used in an overdamped Brownian model to estimate important characteristics of the studied systems, e.g., the mean folding time of the stretched deca-alanine and the mean diffusion time of the potassium ion through gramicidin A.

摘要

通常,要深入了解生物分子系统的功能,需要在宏观时间尺度上沿着微观反应坐标(RC)追踪其动力学,而这超出了当前全原子分子动力学(MD)模拟的能力范围。解决这个本质上多尺度问题的一种实用方法是将系统建模为一个虚拟的过阻尼布朗粒子,该粒子在由于系统其余部分产生的有效平均力势(PMF)存在的情况下沿RC扩散。通过采用最近提出的FR方法[I. Kosztin,《化学物理杂志》124,064106(2006)],该方法只需要对系统沿着RC在正向和时间反向进行少量快速非平衡MD模拟,我们重建了PMF:(1)十肽丙氨酸的PMF作为其端到端距离的函数,以及(2)引导钾离子通过短杆菌肽A通道运动的PMF。在这两种情况下,计算得到的PMF与之前用不同方法得到的结果都非常吻合。我们的方法似乎比其他PMF计算方法快大约一个数量级,此外,它还提供了沿RC的位置依赖扩散系数。因此,得到的PMF和扩散系数可用于过阻尼布朗模型中,以估计所研究系统的重要特征,例如伸展的十肽丙氨酸的平均折叠时间以及钾离子通过短杆菌肽A的平均扩散时间。

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