Moustakas Demetri T, Lang P Therese, Pegg Scott, Pettersen Eric, Kuntz Irwin D, Brooijmans Natasja, Rizzo Robert C
Joint Graduate Program in Bioengineering, University of California, San Francisco, 600 16th Street, Genentech Hall, Box 2240, San Francisco, CA 94143, USA.
J Comput Aided Mol Des. 2006 Oct-Nov;20(10-11):601-19. doi: 10.1007/s10822-006-9060-4. Epub 2006 Dec 6.
We report on the development and validation of a new version of DOCK. The algorithm has been rewritten in a modular format, which allows for easy implementation of new scoring functions, sampling methods and analysis tools. We validated the sampling algorithm with a test set of 114 protein-ligand complexes. Using an optimized parameter set, we are able to reproduce the crystal ligand pose to within 2 A of the crystal structure for 79% of the test cases using our rigid ligand docking algorithm with an average run time of 1 min per complex and for 72% of the test cases using our flexible ligand docking algorithm with an average run time of 5 min per complex. Finally, we perform an analysis of the docking failures in the test set and determine that the sampling algorithm is generally sufficient for the binding pose prediction problem for up to 7 rotatable bonds; i.e. 99% of the rigid ligand docking cases and 95% of the flexible ligand docking cases are sampled successfully. We point out that success rates could be improved through more advanced modeling of the receptor prior to docking and through improvement of the force field parameters, particularly for structures containing metal-based cofactors.
我们报告了新版DOCK的开发与验证情况。该算法已被重写成模块化形式,便于轻松实现新的评分函数、采样方法和分析工具。我们用包含114个蛋白质-配体复合物的测试集对采样算法进行了验证。使用优化后的参数集,对于79%的测试案例,我们能够通过刚性配体对接算法将晶体配体构象重现至与晶体结构相差2埃以内,每个复合物的平均运行时间为1分钟;对于72%的测试案例,我们能够通过柔性配体对接算法将晶体配体构象重现至与晶体结构相差2埃以内,每个复合物的平均运行时间为5分钟。最后,我们对测试集中的对接失败情况进行了分析,确定采样算法对于预测至多7个可旋转键的结合构象问题通常是足够的;即99%的刚性配体对接案例和95%的柔性配体对接案例被成功采样。我们指出,通过对接前对受体进行更先进的建模以及改进力场参数,成功率可以得到提高,特别是对于含有金属辅因子的结构。