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Accurate and efficient description of protein vibrational dynamics: comparing molecular dynamics and Gaussian models.

机译:蛋白质振动动力学的准确和有效描述:比较分子动力学和高斯模型。

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摘要

Current all-atom potential based molecular dynamics (MD) allows the identification of a protein's functional motions on a wide-range of timescales, up to few tens of nanoseconds. However, functional, large-scale motions of proteins may occur on a timescale currently not accessible by all-atom potential based MD. To avoid the massive computational effort required by this approach, several simplified schemes have been introduced. One of the most satisfactory is the Gaussian network approach based on the energy expansion in terms of the deviation of the protein backbone from its native configuration. Here, we consider an extension of this model that captures in a more realistic way the distribution of native interactions due to the introduction of effective side-chain centroids. Since their location is entirely determined by the protein backbone, the model is amenable to the same exact and computationally efficient treatment as previous simpler models. The ability of the model to describe the correlated motion of protein residues in thermodynamic equilibrium is established through a series of successful comparisons with an extensive (14 ns) MD simulation based on the AMBER potential of HIV-1 protease in complex with a peptide substrate. Thus, the model presented here emerges as a powerful tool to provide preliminary, fast yet accurate characterizations of protein near-native motion.
机译:当前基于全原子电势的分子动力学(MD)可以在长达数十纳秒的宽范围内识别蛋白质的功能运动。但是,蛋白质的功能性大规模运动可能会在目前所有基于全原子势的MD无法访问的时间尺度上发生。为了避免此方法所需的大量计算工作,已引入了几种简化方案。最令人满意的方法之一是基于能量扩展的高斯网络方法,该方法基于蛋白质主链与其天然构型的偏离。在这里,我们考虑此模型的扩展,该模型以更实际的方式捕获了由于引入有效侧链质心而导致的本地交互作用的分布。由于它们的位置完全由蛋白质主链决定,因此该模型适用于与以前更简单的模型相同的精确计算效率。该模型描述热力学平衡中蛋白质残基相关运动的能力是通过一系列成功的比较而建立的,该比较是基于HIV-1蛋白酶与肽底物复合物的AMBER电位进行的广泛(14 ns)MD模拟。因此,此处介绍的模型成为提供蛋白质近自然运动的初步,快速而准确的表征的强大工具。

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