Pharmacoinformatics Unit, Department of Pharmacology and Pharmacotherapy, Medical School, University of Pécs, Szigeti út 12, Pécs 7624, Hungary.
J Chem Inf Model. 2024 Aug 26;64(16):6583-6595. doi: 10.1021/acs.jcim.4c00794. Epub 2024 Aug 12.
Water molecules play various roles in target-ligand binding. For example, they can be replaced by the ligand and leave the surface of the binding pocket or stay conserved in the interface and form bridges with the target. While experimental techniques supply target-ligand complex structures at an increasing rate, they often have limitations in the measurement of a detailed water structure. Moreover, measurements of binding thermodynamics cannot distinguish between the different roles of individual water molecules. However, such a distinction and classification of the role of individual water molecules would be key to their application in drug design at atomic resolution. In this study, we investigate a quantitative approach for the description of the role of water molecules during ligand binding. Starting from complete hydration structures of the free and ligand-bound target molecules, binding enthalpy scores are calculated for each water molecule using quantum mechanical calculations. A statistical evaluation showed that the scores can distinguish between conserved and displaced classes of water molecules. The classification system was calibrated and tested on more than 1000 individual water positions. The practical tests of the enthalpic classification included important cases of antiviral drug research on HIV-1 protease inhibitors and the Influenza A ion channel. The methodology of classification is based on open source program packages, Gromacs, Mopac, and MobyWat, freely available to the scientific community.
水分子在靶标-配体结合中发挥着多种作用。例如,它们可以被配体取代并离开结合口袋的表面,或者在界面中保持保守并与靶标形成桥接。虽然实验技术以越来越快的速度提供靶标-配体复合物结构,但它们在测量详细的水结构方面常常存在局限性。此外,结合热力学的测量无法区分单个水分子的不同作用。然而,对单个水分子作用的这种区分和分类对于以原子分辨率将其应用于药物设计至关重要。在这项研究中,我们研究了一种定量描述配体结合过程中水分子作用的方法。从游离和配体结合的靶分子的完全水合结构开始,使用量子力学计算为每个水分子计算结合焓评分。统计评估表明,这些分数可以区分保守和置换的水分子类别。该分类系统在 1000 多个单独的水分子位置上进行了校准和测试。焓分类的实际测试包括针对 HIV-1 蛋白酶抑制剂和流感 A 离子通道的抗病毒药物研究中的重要案例。分类方法基于开源程序包 Gromacs、Mopac 和 MobyWat,这些程序包可供科学界免费使用。