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Determination of Ensemble-Average Pairwise Root Mean-Square Deviation from Experimental B-Factors

机译:从实验B因子确定集合平均成对均方根偏差

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摘要

Root mean-square deviation (RMSD) after roto-translational least-squares fitting is a measure of global structural similarity of macromolecules used commonly. On the other hand, experimental x-ray B-factors are used frequently to study local structural heterogeneity and dynamics in macromolecules by providing direct information about root mean-square fluctuations (RMSF) that can also be calculated from molecular dynamics simulations. We provide a mathematical derivation showing that, given a set of conservative assumptions, a root mean-square ensemble-average of an all-against-all distribution of pairwise RMSD for a single molecular species, <RMSD2>1/2, is directly related to average B-factors (<B>) and <RMSF2>1/2. We show this relationship and explore its limits of validity on a heterogeneous ensemble of structures taken from molecular dynamics simulations of villin headpiece generated using distributed-computing techniques and the Folding@Home cluster. Our results provide a basis for quantifying global structural diversity of macromolecules in crystals directly from x-ray experiments, and we show this on a large set of structures taken from the Protein Data Bank. In particular, we show that the ensemble-average pairwise backbone RMSD for a microscopic ensemble underlying a typical protein x-ray structure is ∼1.1 Å, under the assumption that the principal contribution to experimental B-factors is conformational variability.
机译:旋转平移最小二乘法拟合后的均方根偏差(RMSD)是通常使用的大分子整体结构相似性的量度。另一方面,实验性X射线B因子经常用于研究大分子的局部结构异质性和动力学,方法是提供有关均方根波动(RMSF)的直接信息,该均方根波动也可以从分子动力学模拟计算得出。我们提供了一个数学推导,它表明,在给定一组保守假设的情况下,单个分子物种 2 的成对RMSD的所有相对所有分布的均方根总体均值> 1/2 与平均B因子()和 2 1/2 直接相关。我们展示了这种关系,并在采用分布式计算技术和Folding @ Home簇生成的villin头饰的分子动力学模拟中,研究了其在结构异构集合中的有效性极限。我们的结果为直接从X射线实验中定量分析晶体中大分子的整体结构多样性提供了基础,并且我们从蛋白质数据库中提取了大量结构,以此证明了这一点。尤其是,在假设对实验B因子的主要贡献是构象变异性的假设下,我们显示典型的蛋白质X射线结构基础的微观整体的整体平均成对骨架RMSD为〜1.1Å。

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