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包络分布采样与热力学积分法计算苯乙醇胺 N-甲基转移酶抑制剂结合自由能的比较。

Comparison of enveloping distribution sampling and thermodynamic integration to calculate binding free energies of phenylethanolamine N-methyltransferase inhibitors.

机构信息

Laboratory of Physical Chemistry, Swiss Federal Institute of Technology, ETH, 8093 Zürich, Switzerland.

出版信息

J Chem Phys. 2011 Jul 14;135(2):024105. doi: 10.1063/1.3604534.

Abstract

The relative binding free energy between two ligands to a specific protein can be obtained using various computational methods. The more accurate and also computationally more demanding techniques are the so-called free energy methods which use conformational sampling from molecular dynamics or Monte Carlo simulations to generate thermodynamic averages. Two such widely applied methods are the thermodynamic integration (TI) and the recently introduced enveloping distribution sampling (EDS) methods. In both cases relative binding free energies are obtained through the alchemical perturbations of one ligand into another in water and inside the binding pocket of the protein. TI requires many separate simulations and the specification of a pathway along which the system is perturbed from one ligand to another. Using the EDS approach, only a single automatically derived reference state enveloping both end states needs to be sampled. In addition, the choice of an optimal pathway in TI calculations is not trivial and a poor choice may lead to poor convergence along the pathway. Given this, EDS is expected to be a valuable and computationally efficient alternative to TI. In this study, the performances of these two methods are compared using the binding of ten tetrahydroisoquinoline derivatives to phenylethanolamine N-transferase as an example. The ligands involve a diverse set of functional groups leading to a wide range of free energy differences. In addition, two different schemes to determine automatically the EDS reference state parameters and two different topology approaches are compared.

摘要

两种配体与特定蛋白质结合的相对结合自由能可以通过各种计算方法获得。更准确、计算要求也更高的技术是所谓的自由能方法,它使用分子动力学或蒙特卡罗模拟中的构象采样来生成热力学平均值。两种广泛应用的方法是热力学积分(TI)和最近引入的包埋分布采样(EDS)方法。在这两种情况下,相对结合自由能都是通过在水中和蛋白质结合口袋中将一种配体逐步转化为另一种配体的化学变化得到的。TI 需要许多单独的模拟,并且需要指定一个系统从一种配体到另一种配体的扰动路径。使用 EDS 方法,只需要对单个自动衍生的参考状态进行采样,该参考状态同时包含两个末端状态。此外,在 TI 计算中选择最佳路径并不简单,如果选择不当,可能会导致沿路径的收敛性差。因此,EDS 有望成为 TI 的一种有价值且计算效率高的替代方法。在这项研究中,以十氢异喹啉衍生物与苯乙醇胺 N-转移酶的结合为例,比较了这两种方法的性能。这些配体涉及一系列不同的官能团,导致自由能差异很大。此外,还比较了两种自动确定 EDS 参考状态参数的不同方案和两种不同的拓扑方法。

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