通过多步虚拟筛选、分子模拟和自由能计算发现胸苷激酶(TMPK)抗甲氧西林耐药金黄色葡萄球菌抑制剂

IF 4.7 3区 医学 Q1 INFECTIOUS DISEASES
Talal Alshammari , Abdulrahman Alshammari , Metab Alharbi , Abdullah F. Alasmari , Abdullah S. Alhamed , Norah A. Albekairi , Alanoud Talal Aljasham , Amal F. Alshammary
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引用次数: 0

摘要

抗生素耐药性主要由耐甲氧西林金黄色葡萄球菌(MRSA)引起,是全球日益关注的问题,也是传染病方面的一个重大健康问题。这个问题需要一种新的和全面的策略来克服对MRSA的耐药性。因此,目前的研究通过使用虚拟筛选和详细的动力学和结合能评估来筛选广阔的化学空间,从而推进tmpk靶向药物的发现。与之前的研究相反,我们的研究重点是对MRSA中TMPK的保守和可药物活性位点的药理学开发,该活性位点在人类中缺乏同源物,并且在抗菌管道中仍然被低估。我们使用三步虚拟筛选策略筛选了传统中药和非洲天然化合物数据库,以及InterBioScreen、dark chemical matter和Maybridge数据库。结果从这些数据库中,我们根据它们的对接和再对接得分以及与关键残基的相互作用谱,鉴定出了16种最有效的化合物。其中,利用诱导匹配对接法重新验证了前8个匹配,证实了这些匹配的相互作用和对TMPK的抑制潜力的有效性。此后,通过500 ns的分子模拟,我们确定这些化合物在模拟过程中表现出稳定的动态特征,最小的残余波动和良好的折叠构象。此外,通过结合自由能计算,包括MMGBSA和MMPBSA方法,根据最强结合能排名前几位,这为这些化合物对TMPK的稳定性、特异性和高结合亲和力提供了有力的证据。主成分分析(PCA)和自由能分析(FEL)揭示了这些配合物的构象行为。此外,ADMET分析证实了这些分子的安全性。本研究通过计算和理论方法确定了潜在的治疗hit;然而,通过体外酶分析和基于MRSA培养的抑制研究的实验验证对于确认其治疗效力至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Discovery of anti-methicillin-resistant Staphylococcus aureus inhibitors by targeting thymidylate kinase (TMPK) via multi-step virtual screening, molecular simulations, and free energy calculations

Background

Antibiotic resistance, mainly caused by methicillin-resistant Staphylococcus aureus (MRSA), is a globally growing concern and a significant health issue in regard to infectious diseases. This issue will require a novel and comprehensive strategy to overcome the resistance to MRSA.

Methods

Therefore, the current study advances TMPK-targeted drug discovery by screening a vast chemical space using virtual screening with detailed dynamics and binding energy evaluations. In contrast to the previous efforts, our study focuses on the pharmacological exploitation of TMPK's conserved and druggable active site in MRSA, which lacks homologs in humans and remains understated in antimicrobial pipelines. We screened traditional Chinese medicine and African natural compound databases, as well as the InterBioScreen, dark chemical matter, and Maybridge databases, using a three-step virtual screening strategy.

Results

From these databases, we identified 16 compounds as the most potent based on their docking and redocking scores and interaction profiles with the key residues. Of these, the top eight hits were re-validated using the induced-fit docking method, which confirmed the validity of these hits’ interaction and inhibitory potential against TMPK. Thereafter, using molecular simulations, 500 ns each, we determined that these compounds exhibited stable dynamic profiles, minimal residual fluctuation, and well-folded conformations during the simulation. Furthermore, using the binding free energy calculations, including both the MMGBSA and MMPBSA methods, the top hits were ranked based on the strongest binding energy, which provides compelling evidence for the stability, specificity, and high binding affinity of these compounds towards TMPK. PCA (Principal Component Analysis) and FEL (Free Energy Landscape) analyses revealed the conformational behavior of these complexes. Furthermore, ADMET analysis confirmed the safety of these molecules.

Conclusions

This study identified potential therapeutic hits using computational and theoretical approaches; however, experimental validation through in vitro enzymatic assays and MRSA culture-based inhibition studies is essential to confirm their therapeutic potencies.
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来源期刊
Journal of Infection and Public Health
Journal of Infection and Public Health PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH -INFECTIOUS DISEASES
CiteScore
13.10
自引率
1.50%
发文量
203
审稿时长
96 days
期刊介绍: The Journal of Infection and Public Health, first official journal of the Saudi Arabian Ministry of National Guard Health Affairs, King Saud Bin Abdulaziz University for Health Sciences and the Saudi Association for Public Health, aims to be the foremost scientific, peer-reviewed journal encompassing infection prevention and control, microbiology, infectious diseases, public health and the application of healthcare epidemiology to the evaluation of health outcomes. The point of view of the journal is that infection and public health are closely intertwined and that advances in one area will have positive consequences on the other. The journal will be useful to all health professionals who are partners in the management of patients with communicable diseases, keeping them up to date. The journal is proud to have an international and diverse editorial board that will assist and facilitate the publication of articles that reflect a global view on infection control and public health, as well as emphasizing our focus on supporting the needs of public health practitioners. It is our aim to improve healthcare by reducing risk of infection and related adverse outcomes by critical review, selection, and dissemination of new and relevant information in the field of infection control, public health and infectious diseases in all healthcare settings and the community.
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