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首页> 外文期刊>Proteins: Structure, Function, and Genetics >An integrated suite of fast docking algorithms.
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An integrated suite of fast docking algorithms.

机译:快速停靠算法的集成套件。

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The CAPRI experiment (Critical Assessment of Predicted Interactions) simulates realistic and diverse docking challenges, each case having specific properties that may be exploited by docking algorithms. Motivated by the different CAPRI challenges, we developed and implemented a comprehensive suite of docking algorithms. These were incorporated into a dynamic docking protocol, consisting of four main stages: (1) Biological and bioinformatics research aiming to predict the binding site residues, to define distance constraints between interface atoms and to analyze the flexibility of molecules; (2) Rigid or flexible docking, performed by the PatchDock or FlexDock method, which utilizes the information gathered in the previous step. Symmetric complexes are predicted by the SymmDock method; (3) Flexible refinement and reranking of the rigid docking solution candidates, performed by FiberDock; and finally, (4) clustering and filtering the results based on energy funnels. We analyzed the performance of our docking protocol on a large benchmark and on recent CAPRI targets. The analysis has demonstrated the importance of biological information gathering prior to docking, which significantly increased the docking success rate, and of the refinement and rescoring stage that significantly improved the ranking of the rigid docking solutions. Our failures were mostly a result of mishandling backbone flexibility, inaccurate homology modeling, or incorrect biological assumptions. Most of the methods are available at http://bioinfo3d.cs.tau.ac.il/.
机译:CAPRI实验(对预期交互的关键评估)模拟了现实而多样的对接挑战,每种情况都有对接算法可以利用的特定属性。受CAPRI挑战的激励,我们开发并实施了一套完善的对接算法套件。这些被并入了动态对接协议,包括四个主要阶段:(1)旨在预测结合位点残基,定义界面原子之间的距离约束并分析分子的柔性的生物和生物信息学研究; (2)由PatchDock或FlexDock方法执行的刚性对接或柔性对接,它利用了上一步中收集的信息。对称复合体通过SymmDock方法进行预测。 (3)由FiberDock对刚性对接解决方案候选者进行灵活的细化和重新排名;最后,(4)基于能量漏斗对结果进行聚类和过滤。我们在大型基准测试和最近的CAPRI目标上分析了对接协议的性能。分析显示了对接之前收集生物信息的重要性,这大大提高了对接的成功率,而精化和记录阶段的重要性也大大提高了刚性对接解决方案的排名。我们的失败主要是由于处理主链灵活性不当,同源模型不正确或生物学假设不正确造成的。大多数方法可从http://bioinfo3d.cs.tau.ac.il/获得。

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