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PloS one. 2025 Jun 9;20(6):e0325830. doi: 10.1371/journal.pone.0325830 Q22.92024

In silico analysis of quorum sensing modulators: Insights into molecular docking and dynamics and potential therapeutic applications

群体感应调节剂的计算机分析:分子对接和动力学及潜在治疗应用的见解 翻译改进

Ali Alisaac  1

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  • 1 Faculty of Applied Medical Sciences, Al-Baha University, Al-Baha, Kingdom of Saudi Arabia.
  • DOI: 10.1371/journal.pone.0325830 PMID: 40489515

    摘要 中英对照阅读

    Quorum sensing (QS) regulates bacterial functions like virulence and biofilm formation, mediated by proteins such as LasI and QscR in Pseudomonas aeruginosa. This study investigates the structural dynamics of LasI and QscR proteins in complex with Sulfamerazine and Sulfaperin, using AiiA lactonase as a negative control, through molecular dynamics (MD) simulations to identify potential QS modulators. Molecular docking and MD simulations assessed binding affinity and structural dynamics, analyzing parameters like docking scores, root-mean-square deviation (RMSD), root-mean-square fluctuation (RMSF), solvent-accessible surface area (SASA), radius of gyration (Rg), principal component analysis (PCA), and covariance analysis. Sulfamerazine exhibited the highest binding affinity for LasI based on docking scores, indicating strong ligand-protein interactions. MD simulations revealed stability in the LasI-Sulfamerazine complex, with lower RMSD compared to LasI-Sulfaperin and QscR complexes. RMSF analysis indicated greater flexibility in ligand-binding regions of LasI-Sulfaperin and QscR complexes, suggesting weaker binding. SASA showed a decrease in solvent-accessible surface area for the LasI-Sulfamerazine complex, supporting a compact structure. Rg values confirmed this, with the LasI-Sulfamerazine complex being more compact (~2.00 nm) than QscR-ligand complexes (2.10-2.30 nm). PCA revealed significant conformational changes in the LasI-Sulfamerazine complex, with PC1 explaining 57.26% variance. Covariance analysis indicated stronger residue coupling in the LasI-Sulfamerazine complex, suggesting higher rigidity, while LasI-Sulfaperin and QscR complexes exhibited flexible dynamics. AiiA lactonase was used as a negative control due to its established quorum quenching activity, which hydrolyzes AHL molecules and disrupts QS signaling. Unlike LasI and QscR, AiiA does not rely on small molecule binding for activation. However, a known LasI or QscR inhibitor would have served as a more appropriate positive control, which will be considered in future studies. These findings suggest the LasI-Sulfamerazine complex's stability and rigidity make Sulfamerazine a promising QS modulator. Computational analyses highlight its potential to disrupt bacterial communication. Further experimental validation is needed to confirm its therapeutic implications.

    Keywords:in silico analysis; quorum sensing modulators; molecular docking

    群体感应(QS)调节细菌的功能,如毒力和生物膜形成,通过蛋白质如铜绿假单胞菌中的LasI和QscR来介导。本研究利用分子动力学(MD)模拟,在使用AiiA乳酸酶作为阴性对照的情况下,研究了与磺胺甲嘧嗪和磺胺培宁结合的LasI和QscR蛋白结构动态,以识别潜在的QS调节剂。通过分子对接和MD模拟评估了结合亲和力和结构动力学,并分析了如对接评分、均方根偏差(RMSD)、均方根波动(RMSF)、可接触表面积(SASA)、回转半径(Rg)、主成分分析(PCA)和协方差分析等参数。磺胺甲嘧嗪基于对接评分显示出与LasI的最高结合亲和力,表明较强的配体-蛋白质相互作用。MD模拟显示了LasI-磺胺甲嘧嗪复合物的稳定性,在RMSD方面低于LasI-磺胺培宁和QscR复合物。RMSF分析表明,LasI-磺胺培宁和QscR复合物中配体结合区域具有更大的灵活性,暗示较弱的结合力。SASA显示了LasI-磺胺甲嘧嗪复合物中的溶剂可接触表面积减少,支持其结构紧凑性。回转半径值也证实这一点,LasI-磺胺甲嘧嗪复合物比QscR-配体复合物(2.10-2.30 nm)更紧凑(约2.00 nm)。PCA揭示了LasI-磺胺甲嘧嗪复合物中显著的构象变化,PC1解释了57.26%的变化。协方差分析表明,与LasI-磺胺培宁和QscR复合物相比,LasI-磺胺甲嘧嗪复合物显示出更强的残基耦合度,暗示更高的刚性,而后者表现出更灵活的动力学特性。

    关键词:群体感应调节剂; 分子对接

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