Deganutti Giuseppe, Zhukov Andrei, Deflorian Francesca, Federico Stephanie, Spalluto Giampiero, Cooke Robert M, Moro Stefano, Mason Jonathan S, Bortolato Andrea
Molecular Modeling Section (MMS), Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Via Marzolo 5, Padua, Italy.
Heptares Therapeutics Ltd., BioPark, Broadwater Road, Welwyn Garden City, Herts AL7 3AX UK.
In Silico Pharmacol. 2017 Nov 20;5(1):16. doi: 10.1007/s40203-017-0037-x. eCollection 2017.
Ligand-protein binding kinetic rates are growing in importance as parameters to consider in drug discovery and lead optimization. In this study we analysed using surface plasmon resonance (SPR) the transition state (TS) properties of a set of six adenosine A receptor inhibitors, belonging to both the xanthine and the triazolo-triazine scaffolds. SPR highlighted interesting differences among the ligands in the enthalpic and entropic components of the TS energy barriers for the binding and unbinding events. To better understand at a molecular level these differences, we developed suMetaD, a novel molecular dynamics (MD)-based approach combining supervised MD and metadynamics. This method allows simulation of the ligand unbinding and binding events. It also provides the system conformation corresponding to the highest energy barrier the ligand is required to overcome to reach the final state. For the six ligands evaluated in this study their TS thermodynamic properties were linked in particular to the role of water molecules in solvating/desolvating the pocket and the small molecules. suMetaD identified kinetic bottleneck conformations near the bound state position or in the vestibule area. In the first case the barrier is mainly enthalpic, requiring the breaking of strong interactions with the protein. In the vestibule TS location the kinetic bottleneck is instead mainly of entropic nature, linked to the solvent behaviour.
配体 - 蛋白质结合动力学速率作为药物发现和先导化合物优化中需要考虑的参数,其重要性日益凸显。在本研究中,我们使用表面等离子体共振(SPR)分析了一组六种腺苷A受体抑制剂的过渡态(TS)特性,这些抑制剂分别属于黄嘌呤和三唑并三嗪支架。SPR突出了配体在结合和解离事件的TS能垒的焓和熵成分方面的有趣差异。为了在分子水平上更好地理解这些差异,我们开发了suMetaD,这是一种基于分子动力学(MD)的新方法,结合了有监督的MD和元动力学。该方法允许模拟配体的解离和结合事件。它还提供了与配体到达最终状态所需克服的最高能垒相对应的系统构象。对于本研究中评估的六种配体,它们的TS热力学性质尤其与水分子在溶剂化/去溶剂化口袋和小分子中的作用有关。suMetaD在结合态位置附近或前庭区域识别出动力学瓶颈构象。在第一种情况下,能垒主要是焓性的,需要打破与蛋白质的强相互作用。在前庭TS位置,动力学瓶颈主要是熵性的,与溶剂行为有关。