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功能运动调节 VanA 配体结合通过自组织映射揭示。

Functional motions modulating VanA ligand binding unraveled by self-organizing maps.

机构信息

Département de Biologie Structurale et Chimie, Institut Pasteur, Unité de Bioinformatique Structurale, CNRS UMR 3825 , 25, rue du Dr Roux, 75015 Paris, France.

出版信息

J Chem Inf Model. 2014 Jan 27;54(1):289-301. doi: 10.1021/ci400354b. Epub 2014 Jan 15.

Abstract

The VanA D-Ala:D-Lac ligase is a key enzyme in the emergence of high level resistance to vancomycin in Enterococcus species and methicillin-resistant Staphylococcus aureus. It catalyzes the formation of D-Ala-D-Lac instead of the vancomycin target, D-Ala-D-Ala, leading to the production of modified, low vancomycin binding affinity peptidoglycan precursors. Therefore, VanA appears as an attractive target for the design of new antibacterials to overcome resistance. The catalytic site of VanA is delimited by three domains and closed by an ω-loop upon enzymatic reaction. The aim of the present work was (i) to investigate the conformational transition of VanA associated with the opening of its ω-loop and of a part of its central domain and (ii) to relate this transition with the substrate or product binding propensities. Molecular dynamics trajectories of the VanA ligase of Enterococcus faecium with or without a disulfide bridge distant from the catalytic site revealed differences in the catalytic site conformations with a slight opening. Conformations were clustered with an original machine learning method, based on self-organizing maps (SOM), which revealed four distinct conformational basins. Several ligands related to substrates, intermediates, or products were docked to SOM representative conformations with the DOCK 6.5 program. Classification of ligand docking poses, also performed with SOM, clearly distinguished ligand functional classes: substrates, reaction intermediates, and product. This result illustrates the acuity of the SOM classification and supports the quality of the DOCK program poses. The protein-ligand interaction features for the different classes of poses will guide the search and design of novel inhibitors.

摘要

VanA D-Ala:D-Lac 连接酶是肠球菌属和耐甲氧西林金黄色葡萄球菌中高水平万古霉素耐药性出现的关键酶。它催化 D-Ala-D-Lac 的形成,而不是万古霉素的靶标 D-Ala-D-Ala,导致产生修饰的、低万古霉素结合亲和力的肽聚糖前体。因此,VanA 似乎是设计新抗菌药物以克服耐药性的有吸引力的靶标。VanA 的催化位点由三个结构域限定,并在酶反应时由 ω-环封闭。本工作的目的是:(i) 研究与 VanA 的 ω-环和部分中心结构域打开相关的构象转变,以及 (ii) 将这种转变与底物或产物结合倾向联系起来。含有或不含有远离催化位点的二硫键的粪肠球菌 VanA 连接酶的分子动力学轨迹显示了催化位点构象的差异,有轻微的开口。使用基于自组织映射 (SOM) 的原始机器学习方法对构象进行聚类,揭示了四个不同的构象基窝。使用 DOCK 6.5 程序将几种与底物、中间产物或产物相关的配体对接至 SOM 代表性构象。使用 SOM 对配体对接构象进行分类,清楚地区分了配体的功能类别:底物、反应中间体和产物。该结果说明了 SOM 分类的敏锐性,并支持了 DOCK 程序构象的质量。不同类别的构象的蛋白质-配体相互作用特征将指导新型抑制剂的搜索和设计。

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