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Predicting Protein Interactions by Brownian Dynamics Simulations

机译:通过布朗动力学模拟预测蛋白质相互作用

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摘要

We present a newly adapted Brownian-Dynamics (BD)-based protein docking method for predicting native protein complexes. The approach includes global BD conformational sampling, compact complex selection, and local energy minimization. In order to reduce the computational costs for energy evaluations, a shell-based grid force field was developed to represent the receptor protein and solvation effects. The performance of this BD protein docking approach has been evaluated on a test set of 24 crystal protein complexes. Reproduction of experimental structures in the test set indicates the adequate conformational sampling and accurate scoring of this BD protein docking approach. Furthermore, we have developed an approach to account for the flexibility of proteins, which has been successfully applied to reproduce the experimental complex structure from the structure of two unbounded proteins. These results indicate that this adapted BD protein docking approach can be useful for the prediction of protein-protein interactions.
机译:我们提出了一种新的基于布朗动力(BD)的蛋白质对接方法,用于预测天然蛋白质复合物。该方法包括全局BD构象采样,紧凑的复杂选择和局部能量最小化。为了减少能量评估的计算成本,开发了一种基于壳的网格力场来表示受体蛋白和溶剂化作用。 BD蛋白质对接方法的性能已在24种晶体蛋白质复合物的测试集上进行了评估。测试集中实验结构的复制表明该BD蛋白对接方法具有足够的构象采样和准确评分。此外,我们已经开发出一种解决蛋白质柔韧性的方法,该方法已成功地应用于从两个无界蛋白的结构中复制实验复杂的结构。这些结果表明,这种适应性的BD蛋白质对接方法可用于预测蛋白质与蛋白质的相互作用。

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