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从非平衡态分子动力学模拟估算色氨酰- 笼蛋白的振动光谱。

Estimation of vibrational spectra of Trp-cage protein from nonequilibrium metadynamics simulations.

机构信息

Chemistry Division, Naval Research Laboratory, Washington, District of Columbia.

Department of Chemistry, Aarhus University, Aarhus C, Denmark; Amsterdam UMC, Department of Anatomy and Neurosciences, Vrije Universiteit, Amsterdam, the Netherlands.

出版信息

Biophys J. 2024 Oct 15;123(20):3500-3506. doi: 10.1016/j.bpj.2024.08.015. Epub 2024 Aug 23.

Abstract

The development of methods that allow a structural interpretation of linear and nonlinear vibrational spectra is of great importance, both for spectroscopy and for optimizing force field quality. The experimentally measured signals are ensemble averages over all accessible configurations, which complicates spectral calculations. To account for this, we present a recipe for calculating vibrational amide-I spectra of proteins based on metadynamics molecular dynamics simulations. For each frame, a one-exciton Hamiltonian is set up for the backbone amide groups, in which the couplings are estimated with the transition-charge coupling model for nonnearest neighbors, and with a parametrized map of ab initio calculations that give the coupling as a function of the dihedral angles for nearest neighbors. The local-mode frequency variations due to environmental factors such as hydrogen bonds are modeled by exploiting the linear relationship between the amide C-O bond length and the amide-I frequency. The spectra are subsequently calculated while taking into account the equilibrium statistical weights of the frames that are determined using a previously published reweighting procedure. By implementing all these steps in an efficient Fortran code, the spectra can be averaged over very large amounts of structures, thereby extensively covering the phase space of proteins. Using this recipe, the spectral responses of 2.5 million frames of a metadynamics simulation of the miniprotein Trp-cage are averaged to reproduce the experimental temperature-dependent IR spectra very well. The spectral calculations provide new insight into the origin of the various spectral signatures (which are typically challenging to disentangle in the congested amide-I region), and allow for a direct structural interpretation of the experimental spectra and for validation of the molecular dynamics simulations of ensembles.

摘要

发展能够对线性和非线性振动光谱进行结构解释的方法非常重要,这对光谱学和优化力场质量都有重要意义。实验测量的信号是所有可及构型的系综平均值,这使得光谱计算变得复杂。为了解决这个问题,我们提出了一种基于元动力学分子动力学模拟计算蛋白质振动酰胺 I 谱的方法。对于每个帧,我们为骨架酰胺基团设置一个单激发子哈密顿量,其中非最近邻的耦合用跃迁电荷耦合模型进行估计,最近邻的耦合用从头计算的参数化图谱表示,该图谱将耦合表示为二面角的函数。由于氢键等环境因素,局部模式频率的变化通过利用酰胺 C-O 键长与酰胺 I 频率之间的线性关系来建模。随后,在考虑使用先前发布的重新加权过程确定的帧的平衡统计权重的情况下计算光谱。通过在高效的 Fortran 代码中实现所有这些步骤,可以对大量结构进行光谱平均,从而广泛覆盖蛋白质的相空间。使用这个方法,对 Trp-cage 迷你蛋白的元动力学模拟的 250 万帧的光谱响应进行平均,以很好地重现实验的温度依赖的红外光谱。光谱计算提供了对各种光谱特征(在酰胺 I 区域通常难以分辨)的起源的新见解,并允许对实验光谱进行直接的结构解释,以及对分子动力学模拟的验证。

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