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利用分子动力学模拟计算蛋白质氧化还原电位的波动关系。

Fluctuation Relations to Calculate Protein Redox Potentials from Molecular Dynamics Simulations.

机构信息

Centre for Computational Chemistry, School of Chemistry, University of Bristol, Bristol BS8 1TS, U.K.

School of Biochemistry, University of Bristol, Bristol BS8 1DT, U.K.

出版信息

J Chem Theory Comput. 2024 Jan 9;20(1):385-395. doi: 10.1021/acs.jctc.3c00785. Epub 2023 Dec 27.

Abstract

The tunable design of protein redox potentials promises to open a range of applications in biotechnology and catalysis. Here, we introduce a method to calculate redox potential changes by combining fluctuation relations with molecular dynamics simulations. It involves the simulation of reduced and oxidized states, followed by the instantaneous conversion between them. Energy differences introduced by the perturbations are obtained using the Kubo-Onsager approach. Using a detailed fluctuation relation coupled with Bayesian inference, these are postprocessed into estimates for the redox potentials in an efficient manner. This new method, denoted MD + CB, is tested on a four-helix bundle heme protein (the m4D2 "maquette") and five designed mutants, including some mutants characterized experimentally in this work. The MD + CB approach is found to perform reliably, giving redox potential shifts with reasonably good correlation (0.85) to the experimental values for the mutants. The MD + CB approach also compares well with redox potential shift predictions using a continuum electrostatic method. The estimation method employed within the MD + CB approach is straightforwardly transferable to standard equilibrium MD simulations and holds promise for redox protein engineering and design applications.

摘要

蛋白质氧化还原电位的可调设计有望在生物技术和催化领域开辟一系列应用。在这里,我们介绍了一种通过将涨落关系与分子动力学模拟相结合来计算氧化还原电位变化的方法。它涉及还原态和氧化态的模拟,然后在它们之间进行瞬时转换。通过 Kubo-Onsager 方法获得由扰动引入的能量差。使用详细的涨落关系和贝叶斯推断对其进行后处理,以有效方式估算氧化还原电位。这种新方法称为 MD + CB,在一个四螺旋束血红素蛋白(m4D2“模型”)和五个设计突变体上进行了测试,其中包括本工作中实验表征的一些突变体。发现 MD + CB 方法可靠地执行,对于突变体,其氧化还原电位变化与实验值具有相当好的相关性(0.85)。MD + CB 方法与使用连续静电方法的氧化还原电位变化预测相比也表现良好。MD + CB 方法中使用的估计方法可以直接转移到标准平衡 MD 模拟中,并有望应用于氧化还原蛋白工程和设计。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/19c0/10782445/7e02816003a2/ct3c00785_0001.jpg

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