Roche Pharma Research and Early Development, Roche Innovation Center Basel , F. Hoffmann-La Roche Ltd. , Grenzacherstrasse 124 , CH-4070 Basel , Switzerland.
Cambridge Crystallographic Data Centre , 12 Union Road , Cambridge CB2 1EZ , U.K.
J Med Chem. 2019 Nov 27;62(22):10441-10455. doi: 10.1021/acs.jmedchem.9b01545. Epub 2019 Nov 15.
We present a new approach to derive interaction propensities of protein-ligand atom pairs from mining of the Protein Data Bank. To ensure solid statistics, we use a line-of-sight contact filter and normalize the observed frequency of hits by a statistical null model based on exposed surface areas of atom types in the protein-ligand binding site. This allows us to investigate which intermolecular interactions and geometries are found more often than expected by chance in protein-ligand complexes. We focus our study on some of the unusual interactions that were postulated to be favorable, including σ-hole bonding of halogen and sulfur atoms, weak hydrogen bonding with fluorine as acceptor, and different types of dipolar interactions. Our results confirm some and challenge other common assumptions on these interactions and highlight other contact types that are yet underexplored in structure-based drug design.
我们提出了一种从蛋白质数据库挖掘中获取蛋白质-配体原子对相互作用倾向的新方法。为了确保可靠的统计学结果,我们使用视线接触过滤器,并通过基于蛋白质-配体结合部位中原子类型暴露表面积的统计空模型对观察到的命中频率进行归一化。这使我们能够研究在蛋白质-配体复合物中哪些分子间相互作用和几何形状比偶然更常见。我们的研究集中在一些被认为是有利的不寻常相互作用上,包括卤素和硫原子的σ-hole 键合、以氟为受体的弱氢键以及不同类型的偶极相互作用。我们的结果证实了一些关于这些相互作用的常见假设,同时也挑战了其他假设,并突出了结构基药物设计中尚未充分探索的其他接触类型。