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量子力学评估蛋白质-配体氢键强度模式:来自半经验紧束缚和局部振动模式理论的见解。

Quantum Mechanical Assessment of Protein-Ligand Hydrogen Bond Strength Patterns: Insights from Semiempirical Tight-Binding and Local Vibrational Mode Theory.

机构信息

Computational and Theoretical Chemistry Group (CATCO), Department of Chemistry, Southern Methodist University, 3215 Daniel Ave, Dallas, TX 75275-0314, USA.

Department of Chemistry and Physics, Center of Agrarian Sciences, Federal University of Paraiba, Areia 58397-000, Brazil.

出版信息

Int J Mol Sci. 2023 Mar 27;24(7):6311. doi: 10.3390/ijms24076311.

DOI:10.3390/ijms24076311
PMID:37047283
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10094336/
Abstract

Hydrogen bonds (HB)s are the most abundant motifs in biological systems. They play a key role in determining protein-ligand binding affinity and selectivity. We designed two pharmaceutically beneficial HB databases, database A including ca. 12,000 protein-ligand complexes with ca. 22,000 HBs and their geometries, and database B including ca. 400 protein-ligand complexes with ca. 2200 HBs, their geometries, and bond strengths determined via our local vibrational mode analysis. We identified seven major HB patterns, which can be utilized as a de novo QSAR model to predict the binding affinity for a specific protein-ligand complex. Glycine was reported as the most abundant amino acid residue in both donor and acceptor profiles, and N-H⋯O was the most frequent HB type found in database A. HBs were preferred to be in the linear range, and linear HBs were identified as the strongest. HBs with HB angles in the range of 100-110°, typically forming intramolecular five-membered ring structures, showed good hydrophobic properties and membrane permeability. Utilizing database B, we found a generalized Badger's relationship for more than 2200 protein-ligand HBs. In addition, the strength and occurrence maps between each amino acid residue and ligand functional groups open an attractive possibility for a novel drug-design approach and for determining drug selectivity and affinity, and they can also serve as an important tool for the hit-to-lead process.

摘要

氢键 (HB) 是生物体系中最丰富的结构模式。它们在决定蛋白质-配体结合亲和力和选择性方面发挥着关键作用。我们设计了两个具有药用价值的 HB 数据库,数据库 A 包含约 12000 个蛋白质-配体复合物,约 22000 个 HB 及其几何形状,数据库 B 包含约 400 个蛋白质-配体复合物,约 2200 个 HB 及其几何形状和通过我们的局部振动模式分析确定的键强度。我们确定了七种主要的 HB 模式,可作为从头 QSAR 模型用于预测特定蛋白质-配体复合物的结合亲和力。甘氨酸被报道为供体和受体轮廓中最丰富的氨基酸残基,N-H⋯O 是在数据库 A 中发现的最常见的 HB 类型。HB 倾向于处于线性范围内,线性 HB 被确定为最强的。HB 角在 100-110°范围内的 HB 表现出良好的疏水性和膜透过性,通常形成分子内五元环结构。利用数据库 B,我们发现了超过 2200 个蛋白质-配体 HB 的广义 Badger 关系。此外,每个氨基酸残基和配体官能团之间的强度和出现图谱为新型药物设计方法以及确定药物选择性和亲和力开辟了诱人的可能性,它们也可以作为命中到先导的过程中的重要工具。

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