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使用伞状采样和里程碑方法定量预测 PYK2 配体的离解速率。

Quantitative Prediction of Dissociation Rates of PYK2 Ligands Using Umbrella Sampling and Milestoning.

机构信息

Department of Chemistry and Biochemistry, University of Missouri-St. Louis, St. Louis, Missouri 63121, United States.

出版信息

J Chem Theory Comput. 2024 May 14;20(9):4029-4044. doi: 10.1021/acs.jctc.4c00192. Epub 2024 Apr 19.

Abstract

We used umbrella sampling and the milestoning simulation method to study the dissociation of multiple ligands from protein kinase PYK2. The activation barriers obtained from the potential of mean force of the umbrella sampling simulations correlated well with the experimental dissociation rates. Using the zero-temperature string method, we obtained optimized paths along the free-energy surfaces for milestoning simulations of three ligands with a similar structure. The milestoning simulations gave an absolute dissociation rate within 2 orders of magnitude of the experimental value for two ligands but at least 3 orders of magnitude too high for the third. Despite the similarity in their structures, the ligands took different pathways to exit from the binding site of PYK2, making contact with different sets of residues. In addition, the protein experienced different conformational changes for dissociation of the three ligands.

摘要

我们使用伞形采样和里程碑模拟方法来研究蛋白激酶 PYK2 上多个配体的解离。从伞形采样模拟的平均力势中获得的激活势垒与实验解离速率很好地相关。使用零温弦方法,我们为三个具有相似结构的配体的里程碑模拟获得了沿自由能面的优化路径。里程碑模拟给出了两个配体的绝对解离速率,与实验值相差 2 个数量级,但对于第三个配体则至少相差 3 个数量级。尽管它们的结构相似,但配体从 PYK2 的结合位点离开时采取了不同的途径,与不同的残基集接触。此外,三种配体的解离使蛋白质经历了不同的构象变化。

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