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Interpreting Hydrogen-Deuterium Exchange Events in Proteins Using Atomistic Simulations: Case Studies on Regulators of G-protein Signaling Proteins

机译:使用原子模拟解释蛋白质中氢-氘交换事件:G蛋白信号蛋白调节剂的案例研究

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摘要

Hydrogen-deuterium exchange (HDX) experiments are widely used in studies of protein dynamics. To predict the propensity of amide-hydrogens for exchange with deuterium, several models have been reported in which computations of amide-hydrogen protection factors are carried out using molecular dynamics (MD) simulations. Given significant variation in the criteria used in different models, the robustness and broader applicability of these models to other proteins, especially homologous proteins showing distinct amide-exchange patterns, remains unknown. The sensitivity of the predictions when MD simulations are conducted with different force-fields is yet to tested and quantified. Using MD simulations and experimental HDX data on three homologous signaling proteins, we report detailed studies quantifying the performance of seven previously reported models of two general types: empirical and fractional-population models. We find that empirical models show inconsistent predictions but predictions of the fractional population models are robust. Contrary to previously reported work, we find that solvent accessible surface area of amide-hydrogens is a useful metric when combined with a new metric defining the distances of amide-hydrogens from the first polar atoms in proteins. Based on this, we report two new models, one empirical (M8) and one population-based (M9). We find strong protection of amide-hydrogens from solvent exchange both within the stable helical motifs and also in the interhelical loops. We further observe that the exchange-competent states of amide-hydrogens occur on the sub 100 ps time-scale via localized fluctuations, and such states among amides of a given protein do not appear to show any cooperativity or allosteric coupling.
机译:氢氘交换(HDX)实验被广泛用于蛋白质动力学研究。为了预测酰胺氢与氘交换的倾向,已经报道了几种模型,其中使用分子动力学(MD)模拟来计算酰胺氢保护因子。鉴于在不同模型中使用的标准存在显着差异,这些模型对其他蛋白质(尤其是显示出不同酰胺交换模式的同源蛋白质)的鲁棒性和更广泛的适用性仍然未知。当用不同的力场进行MD模拟时,预测的敏感性尚待测试和量化。使用MD模拟和实验的HDX数据对三种同源信号蛋白的研究,我们报告了详细的研究,量化了先前报道的两种通用类型的7种模型的性能:经验模型和部分种群模型。我们发现,经验模型显示出不一致的预测,但是分数总体模型的预测是可靠的。与以前报道的工作相反,我们发现当与定义蛋白质中酰胺氢与第一个极性原子的距离的新度量结合使用时,酰胺氢的溶剂可及表面积是一个有用的度量。基于此,我们报告了两种新模型,一种是经验模型(M8),另一种是基于人口的模型(M9)。我们发现在稳定的螺旋基序内以及在螺旋间的环中,酰胺氢都免受溶剂交换的影响。我们进一步观察到,酰胺氢的交换能力状态通过局部波动在小于100 ps的时间尺度上发生,并且给定蛋白质的酰胺之间的这种状态似乎未显示任何协同性或变构偶联。

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