Identification of novel drug targets and small molecule discovery for MRSA infections.

IF 2.8 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Frontiers in bioinformatics Pub Date : 2025-04-15 eCollection Date: 2025-01-01 DOI:10.3389/fbinf.2025.1562596
Nandha Kumar Subramani, Subhashree Venugopal
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引用次数: 0

Abstract

Introduction: The topmost deadliest microorganism, namely, methicillin-resistant Staphylococcus aureus (MRSA), causes dreadful infections like bacteremia, pneumonia, endocarditis, and systemic inflammations. The virulence factors associated with MRSA exhibit multidrug-resistant characteristics, complicating treatment choices. So, the primary objective of this study is to identify the MRSA virulence factors and inhibiting its activity utilizing bioinformatic approaches.

Methods: The screening of novel therapeutic MRSA targets was conducted based on the predictions retrieved from non-homologous, physicochemical analysis, subcellular localization, druggability, and virulence factor examinations. Following that, flavonoid compounds were docked against specific MRSA targets using AutoDock Vina. Further, molecular dynamic simulations and binding free energy calculations were performed using simulation software.

Results: After examining 2,640 virulence factors that presented in MRSA, the heme response regulator R (HssR) was found to be a novel protein that greatly controls the levels of heme in MRSA infections. Subsequently, the binding energy calculations for flavonoid compounds and HssR revealed that the catechin provided -7.9 kcal/mol, which surpassed the standard drug, namely, vancomycin (-5.9 kcal/mol). Further, the results were validated by evaluating molecular dynamic simulation parameters like RMSD, RMSF, ROG, SASA, and PCA. Through analyzing these parameters, catechin provided a more stable, compact nature and less solvent exposure with HssR than vancomycin. Moreover, the predicted binding free energy for HssR-catechin was found to be -23.0 kcal/mol, which was less compared to the HssR-vancomycin (-16.91 kcal/mol) complex. The results suggested that the catechin was able to modulate the activity of the HssR protein effectively.

Conclusion: These potential findings revealed that heme response regulator R as a promising therapeutic target while the flavonoid compound catechin could act as alternative therapeutic inhibitor that target MRSA infections.

MRSA感染的新药物靶点鉴定和小分子发现。
简介:最致命的微生物,即耐甲氧西林金黄色葡萄球菌(MRSA),引起可怕的感染,如菌血症、肺炎、心内膜炎和全身炎症。与MRSA相关的毒力因子表现出多重耐药特征,使治疗选择复杂化。因此,本研究的主要目的是利用生物信息学方法鉴定MRSA毒力因子并抑制其活性。方法:基于非同源性、理化分析、亚细胞定位、可药物性和毒力因子检查的预测结果筛选新的治疗性MRSA靶点。随后,使用AutoDock Vina将类黄酮化合物与特定的MRSA靶标对接。利用模拟软件进行分子动力学模拟和结合自由能计算。结果:在检测了MRSA中出现的2640个毒力因子后,发现血红素反应调节因子R (HssR)是一种新的蛋白,可以极大地控制MRSA感染中血红素的水平。随后,对黄酮类化合物和HssR的结合能计算表明,儿茶素提供-7.9 kcal/mol,超过了标准药物万古霉素(-5.9 kcal/mol)。通过RMSD、RMSF、ROG、SASA、PCA等分子动力学模拟参数对结果进行验证。通过对这些参数的分析,儿茶素比万古霉素具有更稳定、致密的性质和更少的HssR溶剂暴露。此外,hssr -儿茶素复合物的结合自由能预测值为-23.0 kcal/mol,低于hssr -万古霉素复合物的-16.91 kcal/mol。结果表明,儿茶素能够有效调节HssR蛋白的活性。结论:这些潜在的发现表明血红素反应调节剂R是一个有前景的治疗靶点,而类黄酮化合物儿茶素可以作为MRSA感染的替代治疗抑制剂。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
2.60
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