评估与构象相关的原子部分电荷分配的功能重要性

IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY
Meghan Osato, Hannah M. Baumann, Jennifer Huang, Irfan Alibay, David L. Mobley
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引用次数: 0

摘要

基于物理的方法,如蛋白质-配体结合自由能计算,在早期药物发现中越来越多地采用,以优先考虑有前途的化合物的合成。然而,这些方法的准确性高度依赖于计算的细节和在运行计算之前准备配体和蛋白质时所做的选择。在配体制备过程中,研究人员通常使用特定的配体构象(通常是输入构象)将部分原子电荷分配给每个配体原子。虽然部分电荷分配依赖于构象是一个众所周知的问题,但很少有研究探讨不同部分电荷分配对自由能估计的下游影响。来自开放自由能项目的初步基准测试表明,从不同的输入构象产生部分电荷会导致高达±5的变化。3 $$ \pm 5.3 $$ kcal/mol的计算相对结合自由能由于部分电荷的变化。在这项研究中,我们更系统地探索了这个问题,在较小的系统中使用绝对水合自由能计算来研究它,以减少自由度和统计误差的来源,与较大的蛋白质配体系统相比。我们研究了部分电荷产生的差异(如由输入构象选择、部分电荷引擎和硬件引起的差异)如何导致计算的绝对水化自由能(AHFE)值的差异。我们证明,向部分电荷引擎提供不同的输入构象可以导致原子部分电荷差异高达0.681 e,从而导致计算出的AHFE差异为6。9±0。1 $$ 6.9\pm 0.1 $$ kcal/mol。我们发现,即使部分电荷分配的相对较小的变化也会导致计算出的AHFE的显着差异。因此,在分配部分电荷时应小心,以确保任何由此产生的自由能计算的再现性和准确性。我们预计,这些影响将在与药学相关的结合自由能计算中被放大,并具有额外的自由度,比在水中更具高度定向相互作用,并且可能有更多的统计误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating the Functional Importance of Conformer-Dependent Atomic Partial Charge Assignment

Physics-based methods such as protein-ligand binding free energy calculations have been increasingly adopted in early-stage drug discovery to prioritize promising compounds for synthesis. However, the accuracy of these methods is highly dependent on the details of the calculation and choices made while preparing the ligands and protein ahead of running calculations. During ligand preparation, researchers typically assign partial atomic charges to each ligand atom using a specific ligand conformation for charge assignment, often the input conformer. While it is a well-known problem that partial charge assignment is dependent on conformation, little investigation has explored the downstream effects of varied partial charge assignment on free energy estimates. Preliminary benchmarks from the Open Free Energy Project show that generating partial charges from different input conformers leads to variation of up to ± 5 . 3 $$ \pm 5.3 $$  kcal/mol in calculated relative binding free energies due to variation in partial charges alone. In this study, we more systematically explore this issue, investigating it in smaller systems using absolute hydration free energy calculations to reduce the degrees of freedom and sources of statistical error as compared to larger protein-ligand systems. We investigate how differences in partial charge generation (such as those caused by input conformer choice, partial charge engine, and hardware) may lead to differences in calculated absolute hydration free energy (AHFE) values. We demonstrate that supplying different input conformers to a partial charge engine can result in atomic partial charge discrepancies of up to 0.681 e, resulting in differences in calculated AHFE of 6 . 9 ± 0 . 1 $$ 6.9\pm 0.1 $$  kcal/mol. We find that even relatively small variations in partial charge assignment can result in notable differences in calculated AHFE. Thus, care should be taken when assigning partial charges to ensure reproducibility and accuracy of any resulting free energy calculations. We expect that these effects will be magnified in pharmaceutically relevant binding free energy calculations with additional degrees of freedom, more highly directional interactions than in water, and potentially more statistical error.

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来源期刊
CiteScore
6.60
自引率
3.30%
发文量
247
审稿时长
1.7 months
期刊介绍: This distinguished journal publishes articles concerned with all aspects of computational chemistry: analytical, biological, inorganic, organic, physical, and materials. The Journal of Computational Chemistry presents original research, contemporary developments in theory and methodology, and state-of-the-art applications. Computational areas that are featured in the journal include ab initio and semiempirical quantum mechanics, density functional theory, molecular mechanics, molecular dynamics, statistical mechanics, cheminformatics, biomolecular structure prediction, molecular design, and bioinformatics.
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