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Accounting for dye diffusion and orientation when relating FRET measurements to distances: three simple computational methods

机译:将FRET测量值与距离相关时考虑染料扩散和取向:三种简单的计算方法

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摘要

Forster resonance energy transfer (FRET) allows in principal for the structural changes of biological systems to be revealed by monitoring distributions and distance fluctuations between parts of individual molecules. However, because flexible probes usually have to be attached to the macromolecule to conduct these experiments, they suffer from uncertainty in probe positions and orientations. One of the way to address this issue is to use molecular dynamics simulations to explicitly model the likely positions of the probes, but, this is still not widely accessible because of the large computational effort required. Here we compare three simpler methods that can potentially replace MD simulations in FRET data interpretation. In the first, the volume accessible for dye movement is calculated using a fast, geometrical algorithm. The next method, adapted from the analysis of electron paramagnetic studies, utilises a library of rotamers describing probe conformations. The last method uses preliminary MD simulations of fluorescent dyes in solution, to identify all conformational states of dyes and overlays this on the macromolecular system. A comparison of these methods in the simple system of dye-labelled polyproline, shows that in the case of lack of interaction between the dye and host, all give results comparable with MD simulations but require much less time. Differences between these three methods and their ability to compete with MD simulations in the analysis of real experiment are demonstrated and discussed using the examples of cold shock protein and leucine transporter systems.
机译:福斯特共振能量转移(FRET)原则上允许通过监视单个分子部分之间的分布和距离波动来揭示生物系统的结构变化。但是,由于通常必须将柔性探针连接到大分子上才能进行这些实验,因此它们在探针位置和方向方面存在不确定性。解决此问题的方法之一是使用分子动力学模拟来显式地建模探针的可能位置,但是由于需要大量的计算工作,因此仍不能广泛使用。在这里,我们比较了三种更简单的方法,它们有可能替代FRET数据解释中的MD模拟。首先,使用快速的几何算法计算出染料移动可访问的体积。根据电子顺磁研究的分析改编的下一种方法是使用描述探针构象的旋转异构体库。最后一种方法使用溶液中荧光染料的初步MD模拟,以识别染料的所有构象状态,并将其覆盖在大分子系统上。在染料标记的聚脯氨酸的简单系统中对这些方法进行的比较表明,在染料与主体之间缺乏相互作用的情况下,所有方法都能获得与MD模拟相当的结果,但所需时间却少得多。以冷激蛋白和亮氨酸转运蛋白系统为例,论证并讨论了这三种方法之间的差异及其在真实实验分析中与MD模拟竞争的能力。

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