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用非平衡态热力学方法计算蛋白质-蛋白质相互作用的自由能:以 CDC42/PAK1 复合物为例。

Alchemical Free Energy Calculations to Investigate Protein-Protein Interactions: the Case of the CDC42/PAK1 Complex.

机构信息

Laboratory of Molecular Modeling and Drug Discovery, Istituto Italiano di Tecnologia, via Morego 30, Genoa 16163, Italy.

Department of Dermatology, University of California, Irvine, Irvine, California 92697, United States.

出版信息

J Chem Inf Model. 2022 Jun 27;62(12):3023-3033. doi: 10.1021/acs.jcim.2c00348. Epub 2022 Jun 9.

Abstract

Here, we show that alchemical free energy calculations can quantitatively compute the effect of mutations at the protein-protein interface. As a test case, we have used the protein complex formed by the small Rho-GTPase CDC42 and its downstream effector PAK1, a serine/threonine kinase. Notably, the CDC42/PAK1 complex offers a wealth of structural, mutagenesis, and binding affinity data because of its central role in cellular signaling and cancer progression. In this context, we have considered 16 mutations in the CDC42/PAK1 complex and obtained excellent agreement between computed and experimental data on binding affinity. Importantly, we also show that a careful analysis of the side-chain conformations in the mutated amino acids can considerably improve the computed estimates, solving issues related to sampling limitations. Overall, this study demonstrates that alchemical free energy calculations can conveniently be integrated into the design of experimental mutagenesis studies.

摘要

在这里,我们展示了热力学计算可以定量计算蛋白质-蛋白质界面突变的影响。作为一个测试案例,我们使用了由小分子 Rho-GTPase CDC42 和其下游效应物 PAK1(丝氨酸/苏氨酸激酶)形成的蛋白质复合物。值得注意的是,由于其在细胞信号转导和癌症进展中的核心作用,CDC42/PAK1 复合物提供了丰富的结构、突变和结合亲和力数据。在这种情况下,我们考虑了 CDC42/PAK1 复合物中的 16 个突变,并在结合亲和力方面获得了计算数据和实验数据之间的良好一致性。重要的是,我们还表明,对突变氨基酸中侧链构象的仔细分析可以大大提高计算估计值,解决与采样限制相关的问题。总体而言,这项研究表明,热力学计算可以方便地整合到实验突变研究的设计中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e85/9241073/b823b55e2f06/ci2c00348_0002.jpg

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