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基于计算机模拟探索 4(α-l-鼠李糖氧基)-苄基异硫氰酸酯:一种有前途的基于植物化学物质的药物发现方法,用于对抗多药耐药金黄色葡萄球菌。

In silico exploration of 4(α-l-rhamnosyloxy)-benzyl isothiocyanate: A promising phytochemical-based drug discovery approach for combating multi-drug resistant Staphylococcus aureus.

机构信息

Department of Agroecology and Crop Production, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamýcká 129, Prague 6, Suchdol, 165 00, Czech Republic.

Department of Crop Sciences and Agroforestry, Faculty of Tropical AgriSciences, Czech University of Life Sciences Prague, Kamýcká 129, Suchdol, 165 00, Prague 6, Czech Republic.

出版信息

Comput Biol Med. 2024 Sep;179:108907. doi: 10.1016/j.compbiomed.2024.108907. Epub 2024 Jul 20.

Abstract

Multidrug-resistant (MDR) Staphylococcus aureus infections significantly threaten global health. With rising resistance to current antibiotics and limited solutions, the urgent discovery of new, effective, and affordable antibacterials with low toxicity is imperative to combat diverse MDR S. aureus strains. Hence, in this study, we introduce an in silico phytochemical-based approach for discovering novel antibacterial agents, underscoring the potential of computational approaches in therapeutic discovery. Glucomoringin Isothiocyanate (GMG-ITC) from Moringa oleifera Lam. is one of the phytochemical compounds with several biological activities, including antimicrobial, anti-inflammatory, and antioxidant activities, and is also effective against S. aureus. This study focuses on screening GMG-ITC as a potential drug candidate to combat MDR S. aureus infections through a molecular docking approach. Moreover, interaction amino acid analysis, in silico pharmacokinetics, compound target prediction, pathway enrichment analysis and molecular dynamics (MD) simulations were conducted for further investigation. Molecular docking and interaction analysis showed strong binding affinity towards S. aureus lipase, dihydrofolate reductase, and other MDR S. aureus proteins, including penicillin-binding protein 2a, MepR, D-Ala:D-Ala ligase, and RPP TetM, through hydrophilic and hydrophobic interactions. GMG-ITC also showed a strong binding affinity to cyclooxygenase-2 and FAD-dependent NAD(P)H oxidase, suggesting that it is a potential anti-inflammatory and antioxidant candidate that may eliminate inflammation and oxidative stress associated with S. aureus infections. MD simulations validated the stability of the GMG-ITC molecular interactions determined by molecular docking. In silico pharmacokinetic analysis highlights its potency as a drug candidate, showing strong absorption, distribution, and excretion properties in combination with low toxicity. It acts as an active protease and enzyme inhibitor with moderate activity against GPCR ligands, ion channels, nuclear receptor ligands, and kinases. Enrichment analysis further elucidated its involvement in important biological, molecular, and cellular functions with potential therapeutic applications in diseases like cancer, hepatitis B, and influenza. Results suggest that GMG-ITC is an effective antibacterial agent that could treat MDR S. aureus-associated infections.

摘要

耐多药(MDR)金黄色葡萄球菌感染对全球健康构成重大威胁。由于当前抗生素的耐药性不断上升,而解决方案有限,因此迫切需要发现新的、有效且负担得起的、毒性低的抗菌药物,以对抗多种 MDR 金黄色葡萄球菌菌株。因此,在本研究中,我们采用基于计算机的植物化学方法来发现新的抗菌剂,强调了计算方法在治疗发现中的潜力。辣木叶中的葡萄糖苷异硫氰酸酯(GMG-ITC)是具有多种生物活性的植物化学化合物之一,包括抗菌、抗炎和抗氧化活性,并且对金黄色葡萄球菌也有效。本研究侧重于通过分子对接方法筛选 GMG-ITC 作为治疗 MDR 金黄色葡萄球菌感染的潜在药物候选物。此外,还进行了相互作用氨基酸分析、计算机药代动力学、化合物靶标预测、通路富集分析和分子动力学(MD)模拟等进一步研究。分子对接和相互作用分析表明,GMG-ITC 与金黄色葡萄球菌脂肪酶、二氢叶酸还原酶和其他 MDR 金黄色葡萄球菌蛋白(包括青霉素结合蛋白 2a、MepR、D-Ala:D-Ala 连接酶和 RPP TetM)具有很强的结合亲和力,通过亲水和疏水相互作用。GMG-ITC 还与环氧化酶-2 和 FAD 依赖性 NAD(P)H 氧化酶具有很强的结合亲和力,表明它是一种潜在的抗炎和抗氧化候选物,可能消除与金黄色葡萄球菌感染相关的炎症和氧化应激。MD 模拟验证了分子对接确定的 GMG-ITC 分子相互作用的稳定性。计算机药代动力学分析强调了它作为药物候选物的潜力,显示出与低毒性相结合的强吸收、分布和排泄特性。它作为一种活性蛋白酶和酶抑制剂,对 GPCR 配体、离子通道、核受体配体和激酶具有中等活性。富集分析进一步阐明了其在重要的生物学、分子和细胞功能中的作用,具有在癌症、乙型肝炎和流感等疾病中潜在的治疗应用。结果表明,GMG-ITC 是一种有效的抗菌剂,可用于治疗 MDR 金黄色葡萄球菌相关感染。

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