BioMolecular Engineering Research Center, Boston University, Boston, Massachusetts 02215, USA.
Proteins. 2010 Nov 15;78(15):3124-30. doi: 10.1002/prot.22835.
Our approach to protein-protein docking includes three main steps. First, we run PIPER, a rigid body docking program based on the Fast Fourier Transform (FFT) correlation approach, extended to use pairwise interactions potentials. Second, the 1000 best energy conformations are clustered, and the 30 largest clusters are retained for refinement. Third, the stability of the clusters is analyzed by short Monte Carlo simulations, and the structures are refined by the medium-range optimization method SDU. The first two steps of this approach are implemented in the ClusPro 2.0 protein-protein docking server. Despite being fully automated, the last step is computationally too expensive to be included in the server. When comparing the models obtained in CAPRI rounds 13-19 by ClusPro, by the refinement of the ClusPro predictions and by all predictor groups, we arrived at three conclusions. First, for the first time in the CAPRI history, our automated ClusPro server was able to compete with the best human predictor groups. Second, selecting the top ranked models, our current protocol reliably generates high-quality structures of protein-protein complexes from the structures of separately crystallized proteins, even in the absence of biological information, provided that there is limited backbone conformational change. Third, despite occasional successes, homology modeling requires further improvement to achieve reliable docking results.
我们的蛋白质-蛋白质对接方法包括三个主要步骤。首先,我们运行 PIPER,这是一个基于快速傅里叶变换(FFT)相关方法的刚体对接程序,扩展后可用于使用成对相互作用势。其次,对 1000 个最佳能量构象进行聚类,并保留 30 个最大的簇进行细化。第三,通过短的蒙特卡罗模拟分析簇的稳定性,并通过中程优化方法 SDU 对结构进行细化。该方法的前两个步骤在 ClusPro 2.0 蛋白质-蛋白质对接服务器中实现。尽管是完全自动化的,但最后一步在计算上过于昂贵,无法包含在服务器中。在比较 CAPRI 第 13-19 轮中 ClusPro 获得的模型、ClusPro 预测的细化以及所有预测器组的模型时,我们得出了三个结论。首先,我们的自动化 ClusPro 服务器首次能够与最佳人类预测器组竞争。其次,通过选择排名最高的模型,我们当前的协议能够可靠地从单独结晶的蛋白质的结构中生成高质量的蛋白质-蛋白质复合物结构,即使在没有生物信息的情况下,只要有有限的骨架构象变化。第三,尽管偶尔取得了成功,但同源建模需要进一步改进,以实现可靠的对接结果。