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绝热偏置分子动力学模拟揭示突变对毒蕈碱拮抗剂解离动力学的影响。

Adiabatic-Bias Molecular Dynamics Simulations Reveal the Impact of Mutations on Muscarinic Antagonist Unbinding Kinetics.

作者信息

Coricello Adriana, Chiaravalle Anna Lisa, Musgaard Maria, Tehan Benjamin Gerald, Elisi Gian Marco, Bottegoni Giovanni

机构信息

Department of Biomolecular Sciences, Università degli Studi di Urbino Carlo Bo, Piazza Rinascimento 6, 61029 Urbino, Italy.

OMass Therapeutics Ltd., Building 4000, John Smith Dr, Oxford Business Park, ARC, OX4 2GX Oxford, U.K.

出版信息

J Chem Inf Model. 2025 Jul 14;65(13):7129-7142. doi: 10.1021/acs.jcim.5c00601. Epub 2025 Jun 16.

DOI:10.1021/acs.jcim.5c00601
PMID:40522772
Abstract

Ligand-target dissociation rates () strongly correlate with efficacy and safety profiles, as well as with the therapeutic effect of drugs. As a prototypical example, muscarinic receptor antagonists used as bronchodilators show similar affinity profiles toward the muscarinic M3 receptors (M3R) and M2 receptors (M2R), whereas their kinetic selectivity toward M3R avoids the adverse effects that a prolonged inhibition of M2R would induce at the cardiac level. Previous studies on the dissociation kinetics of human M3R showed that the residence time and binding affinity of muscarinic antagonists are deeply affected by the presence of specific mutations. The aim of our work was to reproduce the rankings of these experimental kinetic rates through an approach based on the application of adiabatic-bias molecular dynamics (ABMD) simulations using Path Collective Variables (PCVs), PCV-ABMD. Employing this methodology, we simulated the translocation of tiotropium, a long-acting bronchodilator targeting M3R, from the orthosteric site to the extracellular vestibule, without considering the whole unbinding process. The estimated times necessary for translocation displayed a strong correlation with the experimental p values. Moreover, a thorough analysis of protein-ligand contacts provided deeper insights into the mechanism of unbinding of muscarinic antagonists. The newly described PCV-ABMD protocol captured relevant metastable states and offered a reliable approach for the prediction of kinetic selectivity in sets of mutants.

摘要

配体-靶点解离速率()与疗效、安全性概况以及药物的治疗效果密切相关。作为一个典型例子,用作支气管扩张剂的毒蕈碱受体拮抗剂对毒蕈碱M3受体(M3R)和M2受体(M2R)表现出相似的亲和力概况,而它们对M3R的动力学选择性避免了长时间抑制M2R在心脏水平上会诱导的不良反应。先前关于人M3R解离动力学的研究表明,毒蕈碱拮抗剂的停留时间和结合亲和力受到特定突变存在的深刻影响。我们工作的目的是通过一种基于使用路径集体变量(PCV)的绝热偏置分子动力学(ABMD)模拟(PCV-ABMD)的方法来重现这些实验动力学速率的排名。采用这种方法,我们模拟了长效支气管扩张剂噻托溴铵从正构位点到细胞外前庭的转运,而没有考虑整个解离过程。估计的转运所需时间与实验p值显示出强烈的相关性。此外,对蛋白质-配体接触的深入分析为毒蕈碱拮抗剂的解离机制提供了更深入的见解。新描述的PCV-ABMD方案捕捉到了相关的亚稳态,并为预测突变体组中的动力学选择性提供了一种可靠的方法。

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本文引用的文献

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Correlating enzymatic reactivity for different substrates using transferable data-driven collective variables.利用可转移的数据驱动的集体变量来关联不同底物的酶反应性。
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Structure-Kinetics Relationships of Opioids from Metadynamics and Machine Learning Analysis.从元动力学和机器学习分析看阿片类药物的结构-动力学关系
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