Chemical and Physical Biology Program, Medical Scientist Training Program, Center for Structural Biology , Vanderbilt University , Nashville , Tennessee 37232 , United States.
Department of Chemistry, Center for Structural Biology , Vanderbilt University , Nashville , Tennessee 37232 , United States.
J Chem Inf Model. 2019 Feb 25;59(2):689-701. doi: 10.1021/acs.jcim.9b00020. Epub 2019 Feb 12.
Small molecule flexible alignment is a critical component of both ligand- and structure-based methods in computer-aided drug discovery. Despite its importance, the availability of high-quality flexible alignment software packages is limited. Here, we present BCL::MolAlign, a freely available property-based molecular alignment program. BCL::MolAlign accommodates ligand flexibility through a combination of pregenerated conformers and on-the-fly bond rotation. BCL::MolAlign converges on alignment poses by sampling the relative orientations of mutually matching atom pairs between molecules through Monte Carlo Metropolis sampling. Across six diverse ligand data sets, BCL::MolAlign flexible alignment outperforms MOE, ROCS, and FLEXS in recovering native ligand binding poses. Moreover, the BCL::MolAlign alignment score is more predictive of ligand activity than maximum common substructure similarity across 10 data sets. Finally, on a recently published benchmark set of 20 high quality congeneric ligand-protein complexes, BCL::MolAlign is able to recover a larger fraction of native binding poses than maximum common substructure-based alignment and RosettaLigand. BCL::MolAlign can be obtained as part of the Biology and Chemistry Library (BCL) software package freely with an academic license or can be accessed via Web server at http://meilerlab.org/index.php/servers/molalign .
小分子柔性对接是计算机辅助药物发现中配体和基于结构方法的关键组成部分。尽管它很重要,但高质量的柔性对接软件包的可用性有限。在这里,我们介绍了 BCL::MolAlign,这是一个免费提供的基于属性的分子对接程序。BCL::MolAlign 通过预生成构象和即时键旋转来适应配体的柔性。BCL::MolAlign 通过蒙特卡罗马尔可夫抽样在分子之间相互匹配的原子对的相对方向上进行采样,从而收敛到对接构象。在六个不同的配体数据集上,BCL::MolAlign 柔性对接在恢复天然配体结合构象方面优于 MOE、ROCS 和 FLEXS。此外,在 10 个数据集上,BCL::MolAlign 的对接得分比最大公共子结构相似性更能预测配体活性。最后,在最近发表的 20 个高质量同系物配体-蛋白复合物基准集上,BCL::MolAlign 能够恢复比最大公共子结构对接和 RosettaLigand 更多的天然结合构象。BCL::MolAlign 可以作为生物学和化学库 (BCL) 软件包的一部分免费获得学术许可证,也可以通过 Web 服务器在 http://meilerlab.org/index.php/servers/molalign 访问。