Laboratoire Molécules Thérapeutiques in silico (MTi), UMRS-973, Université Paris Diderot , Sorbonne Paris Cité, INSERM, F-75013 Paris, France.
J Chem Inf Model. 2017 Mar 27;57(3):499-516. doi: 10.1021/acs.jcim.6b00519. Epub 2017 Mar 13.
We developed a computational workflow to mine the Protein Data Bank for isosteric replacements that exist in different binding site environments but have not necessarily been identified and exploited in compound design. Taking phosphate groups as examples, the workflow was used to construct 157 data sets, each composed of a reference protein complexed with AMP, ADP, ATP, or pyrophosphate as well other ligands. Phosphate binding sites appear to have a high hydration content and large size, resulting in U-shaped bioactive conformations recurrently found across unrelated protein families. A total of 16 413 replacements were extracted, filtered for a significant structural overlap on phosphate groups, and sorted according to their SMILES codes. In addition to the classical isosteres of phosphate, such as carboxylate, sulfone, or sulfonamide, unexpected replacements that do not conserve charge or polarity, such as aryl, aliphatic, or positively charged groups, were found.
我们开发了一种计算工作流程,用于从蛋白质数据库中挖掘在不同结合位点环境中存在的等排替换物,但这些替换物在化合物设计中不一定被识别和利用。以磷酸盐为例,该工作流程用于构建 157 个数据集,每个数据集都由与 AMP、ADP、ATP 或焦磷酸盐以及其他配体结合的参考蛋白组成。磷酸盐结合位点似乎具有高含水量和较大的尺寸,导致 U 形生物活性构象在不相关的蛋白质家族中反复出现。总共提取了 16413 个替换物,根据磷酸盐的显著结构重叠进行过滤,并根据其 SMILES 代码进行排序。除了磷酸盐的经典等排物,如羧酸酯、砜或磺酰胺,还发现了不保守电荷或极性的意想不到的替换物,如芳基、脂肪族或带正电荷的基团。