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基于密度泛函理论的蛋白质-配体相互作用能的两两加和和三体贡献。

Pairwise Additivity and Three-Body Contributions for Density Functional Theory-Based Protein-Ligand Interaction Energies.

机构信息

Department of Chemistry, University of Reading, Whiteknights, Reading RG6 6AP, U.K.

出版信息

J Phys Chem B. 2024 Mar 14;128(10):2326-2336. doi: 10.1021/acs.jpcb.3c07456. Epub 2024 Feb 29.

Abstract

The prediction of protein-ligand binding energies is crucial in computer-assisted drug design. This property can be calculated in a straightforward fashion as the difference in the energies between a binding site-ligand complex and the separated binding site and ligand. Often, though, there is value in knowing how different amino acid residues in the protein binding site interact with the ligand. In this case, the interaction energy can be calculated as the sum of pairwise energies between each amino acid residue in the binding site and the ligand, and the sum of these energies is often equated with the total interaction energy. The validity of this pairwise additivity approximation can be assessed by experimental evidence, such as double-mutant cycles. In this work, we test the pairwise additivity approximation on the sulfotransferase-l-DOPA complex for 16 density functional theory (DFT) methods with varying degrees of exact (Hartree-Fock) exchange. Several "families" of functionals are studied, including BLYP, B3LYP, and CAM-B3LYP, as well as M06L, M06, and M062X. We also calculate the three-body contributions to interaction energy for the same DFT methods and assess when they are significant. We find that the amount of exact exchange or other nonlocal contributions has a direct influence on how closely the sum of pairwise energies approximates the total interaction energy. We also find that three-body interactions can be significant and that their significance can be predicted with good accuracy.

摘要

蛋白质-配体结合能的预测在计算机辅助药物设计中至关重要。该性质可以通过将配体与结合部位复合物的能量与分离的结合部位和配体的能量进行比较来直接计算。然而,通常情况下,了解蛋白质结合部位中的不同氨基酸残基与配体如何相互作用是有价值的。在这种情况下,可以将相互作用能计算为结合部位中每个氨基酸残基与配体之间的成对能量的总和,并且这些能量的总和通常与总相互作用能相等。这种成对加和近似的有效性可以通过实验证据(例如双突变体循环)来评估。在这项工作中,我们使用 16 种密度泛函理论(DFT)方法对磺基转移酶-L-DOPA 复合物进行了成对加和近似测试,这些方法具有不同程度的精确(Hartree-Fock)交换。研究了几种“族”的函数,包括 BLYP、B3LYP 和 CAM-B3LYP,以及 M06L、M06 和 M062X。我们还计算了相同 DFT 方法的三体相互作用能贡献,并评估了它们何时显著。我们发现,精确交换或其他非局部贡献的数量直接影响成对能量之和与总相互作用能的接近程度。我们还发现三体相互作用可能很重要,并且可以用很好的精度预测它们的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0510/10945476/e4cf074cf1ed/jp3c07456_0001.jpg

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