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Analysis of the Free-Energy Surface of Proteins from Reversible Folding Simulations

机译:可逆折叠模拟对蛋白质自由能表面的分析

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摘要

Computer generated trajectories can, in principle, reveal the folding pathways of a protein at atomic resolution and possibly suggest general and simple rules for predicting the folded structure of a given sequence. While such reversible folding trajectories can only be determined ab initio using all-atom transferable force-fields for a few small proteins, they can be determined for a large number of proteins using coarse-grained and structure-based force-fields, in which a known folded structure is by construction the absolute energy and free-energy minimum. Here we use a model of the fast folding helical λ-repressor protein to generate trajectories in which native and non-native states are in equilibrium and transitions are accurately sampled. Yet, representation of the free-energy surface, which underlies the thermodynamic and dynamic properties of the protein model, from such a trajectory remains a challenge. Projections over one or a small number of arbitrarily chosen progress variables often hide the most important features of such surfaces. The results unequivocally show that an unprojected representation of the free-energy surface provides important and unbiased information and allows a simple and meaningful description of many-dimensional, heterogeneous trajectories, providing new insight into the possible mechanisms of fast-folding proteins.
机译:原则上,计算机生成的轨迹可以揭示原子分辨率下蛋白质的折叠途径,并可能提示用于预测给定序列折叠结构的一般规则和简单规则。尽管只能从一开始就使用全原子可转移力场来确定一些小蛋白质的这种可逆折叠轨迹,但可以使用粗粒且基于结构的力场来确定大量蛋白质的可逆折叠轨迹。已知的折叠结构通过构造是绝对能量和自由能最小的。在这里,我们使用快速折叠的螺旋λ阻遏蛋白模型来生成轨迹,在该轨迹中,自然状态和非自然状态处于平衡状态,并且对过渡进行了精确采样。然而,从这样的轨迹开始,自由能表面的表示是蛋白质模型的热力学和动态特性的基础,仍然是一个挑战。在一个或少量任意选择的进度变量上的投影通常隐藏了此类曲面的最重要特征。结果明确表明,自由能表面的未投影表示提供了重要且无偏见的信息,并允许对多维异质轨迹进行简单而有意义的描述,从而为快速折叠蛋白质的可能机理提供了新见解。

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