Department of Computer Science, University of Maryland, College Park, Maryland 20742, USA.
J Am Chem Soc. 2010 Jul 7;132(26):8961-72. doi: 10.1021/ja100447p.
We present and evaluate a rigid-body molecular docking method, called PATIDOCK, that relies solely on the three-dimensional structure of the individual components and the experimentally derived residual dipolar couplings (RDCs) for the complex. We show that, given an accurate ab initio predictor of the alignment tensor from a protein structure, it is possible to accurately assemble a protein-protein complex by utilizing the RDCs' sensitivity to molecular shape to guide the docking. The proposed docking method is robust against experimental errors in the RDCs and computationally efficient. We analyze the accuracy and efficiency of this method using experimental or synthetic RDC data for several proteins, as well as synthetic data for a large variety of protein-protein complexes. We also test our method on two protein systems for which the structure of the complex and steric-alignment data are available (Lys48-linked diubiquitin and a complex of ubiquitin and a ubiquitin-associated domain) and analyze the effect of flexible unstructured tails on the outcome of docking. The results demonstrate that it is fundamentally possible to assemble a protein-protein complex solely on the basis of experimental RDC data and the prediction of the alignment tensor from 3D structures. Thus, despite the purely angular nature of RDCs, they can be converted into intermolecular distance/translational constraints. Additionally, we show a method for combining RDCs with other experimental data, such as ambiguous constraints from interface mapping, to further improve structure characterization of protein complexes.
我们提出并评估了一种刚性分子对接方法,称为 PATIDOCK,该方法仅依赖于复合物各个组件的三维结构和实验得出的残差偶极耦合(RDC)。我们表明,给定来自蛋白质结构的准确从头预测的对准张量,可以通过利用 RDC 对分子形状的敏感性来指导对接,从而准确组装蛋白质-蛋白质复合物。所提出的对接方法对 RDC 中的实验误差具有鲁棒性,并且计算效率高。我们使用几种蛋白质的实验或合成 RDC 数据以及各种蛋白质-蛋白质复合物的合成数据来分析这种方法的准确性和效率。我们还在两个具有复合物结构和空间对准数据的蛋白质系统上测试了我们的方法(Lys48 连接的二泛素和泛素与泛素相关结构域的复合物),并分析了柔性无规尾对对接结果的影响。结果表明,仅基于实验 RDC 数据和 3D 结构预测的对准张量,组装蛋白质-蛋白质复合物在原理上是可行的。因此,尽管 RDC 具有纯角度性质,但它们可以转化为分子间距离/平移约束。此外,我们展示了一种将 RDC 与其他实验数据(例如界面作图的模糊约束)相结合的方法,以进一步改善蛋白质复合物的结构特征。