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使用MM-PBSA的高通量版本快速估算相对蛋白质-配体结合亲和力

Rapid estimation of relative protein-ligand binding affinities using a high-throughput version of MM-PBSA.

作者信息

Brown Scott P, Muchmore Steven W

机构信息

Abbott Laboratories, Global Pharmaceutical Research and Development, 100 Abbott Park Road, Abbott Park, Illinois 60064-6115, USA.

出版信息

J Chem Inf Model. 2007 Jul-Aug;47(4):1493-503. doi: 10.1021/ci700041j. Epub 2007 May 23.

Abstract

By employing a modified protocol of the Molecular Mechanics with Poisson-Boltzmann Surface Area (MM-PBSA) methodology we substantially decrease the required computation time for calculating relative estimates of protein-ligand binding affinities. The modified method uses a generalized Born implicit solvation model during molecular dynamics to enhance conformational sampling as well as a very efficient Poisson-Boltzmann solver and a computational design based on a distributed-computing paradigm. This construction allows for reduction of the computational cost of the calculations by roughly 2 orders of magnitude compared to the traditional formulation of MM-PBSA. With this high-throughput version of MM-PBSA we show that one can produce efficient physics-based estimates of relative binding free energies with reasonable correlation to experimental data and a total computation time that is sufficiently low such that an industrially relevant throughput can be realized given currently accessible computing resources. We demonstrate this approach by performing a comparison of different MM-PBSA implementations on a set of 18 ligands for the protein target urokinase.

摘要

通过采用分子力学与泊松-玻尔兹曼表面积(MM-PBSA)方法的改进方案,我们大幅减少了计算蛋白质-配体结合亲和力相对估计值所需的计算时间。改进后的方法在分子动力学过程中使用广义玻恩隐式溶剂化模型来增强构象采样,以及一个非常高效的泊松-玻尔兹曼求解器和基于分布式计算范式的计算设计。与MM-PBSA的传统公式相比,这种构建方式可将计算成本降低约2个数量级。利用这种高通量版本的MM-PBSA,我们表明,人们可以生成基于物理的相对结合自由能的有效估计值,与实验数据具有合理的相关性,且总计算时间足够短,以至于在当前可获得的计算资源下能够实现与工业相关的通量。我们通过对一组针对蛋白质靶标尿激酶的18种配体进行不同MM-PBSA实现方式的比较来证明这种方法。

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