In silico identification of potential inhibitors for the universal stress G4LZI3 protein from Schistosoma mansoni using molecular docking and molecular dynamics simulation analyses

Lihle Mahamba, Mustafa Alhaji Isa, Abidemi Paul Kappo
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Abstract

Human schistosomiasis is a debilitating, neglected tropical disease affecting millions worldwide. Control efforts primarily rely on health education, improved sanitation, snail host management, and mass drug administration with Praziquantel (PZQ). PZQ has some limitations, such as its lower effectiveness against immature parasites and the potential for developing resistance. This requires the urgent need for new treatment approaches. The universal stress protein G4LZI3 helps the Schistosoma mansoni parasite survive when it is under stress from its host. Because of this, it emerges as a promising target for developing new drugs. Despite its biological relevance, G4LZI3 has not been previously investigated as a druggable target, highlighting a significant research gap in schistosomiasis drug discovery. To find potential inhibitors of G4LZI3, we conducted a virtual screening using the RASPD+ tool, which led us to select 7889 ligands from the CoCoNut database. These ligands were filtered based on physicochemical properties (Lipinski's Rule of Five, Veber's Rule, Egan's Filter, and the Ghose filter), pharmacokinetics, and Pan-Assay Interference Structures (PAINS) criteria, followed by molecular docking. Fifteen compounds demonstrated strong binding affinities, with binding energies ranging from −10.6 to −8.50 kcal/mol, exceeding that of PZQ (−8.4 kcal/mol). From these, six compounds were selected for further analysis, including molecular dynamics (MD) simulation, solvent-accessible surface area (SASA), and molecular mechanics generalized Born surface area (MM-GBSA) calculations. MD simulation of 200 ns revealed that CNP0475438, CNP0415153, and CNP0353858 achieved significant stability and favourable interactions with G4LZI3. These findings show these compounds as promising candidates for S. mansoni inhibition, pending experimental validation. The results identify novel scaffolds with vigorous predicted activity and provide a rational starting point for experimental optimization and development of new antiparasitic therapies that address praziquantel resistance and efficacy limitations in endemic regions.
基于分子对接和分子动力学模拟分析的曼氏血吸虫通用胁迫G4LZI3蛋白潜在抑制剂的计算机鉴定
人类血吸虫病是一种使人衰弱、被忽视的热带疾病,影响全世界数百万人。控制工作主要依靠健康教育、改善卫生条件、蜗牛寄主管理和吡喹酮(PZQ)的大规模用药。PZQ具有一定的局限性,如对未成熟寄生虫的有效性较低,并且可能产生耐药性。这就迫切需要新的治疗方法。通用应激蛋白G4LZI3帮助曼氏血吸虫在宿主的应激下存活。正因为如此,它成为开发新药的一个有希望的目标。尽管具有生物学意义,但G4LZI3此前尚未作为可药物靶点进行研究,这凸显了血吸虫病药物发现的重大研究空白。为了寻找G4LZI3的潜在抑制剂,我们使用RASPD+工具进行了虚拟筛选,这使我们从CoCoNut数据库中选择了7889个配体。这些配体根据理化性质(Lipinski’s Rule of Five, Veber’s Rule, Egan’s Filter和Ghose Filter)、药代动力学和泛分析干扰结构(Pan-Assay Interference Structures, PAINS)标准进行筛选,然后进行分子对接。15个化合物表现出较强的结合亲和力,结合能在−10.6 ~−8.50 kcal/mol之间,超过PZQ的- 8.4 kcal/mol。从中选择6个化合物进行进一步分析,包括分子动力学(MD)模拟、溶剂可及表面积(SASA)和分子力学广义Born表面积(MM-GBSA)计算。200 ns的MD模拟表明,CNP0475438、CNP0415153和CNP0353858与G4LZI3具有显著的稳定性和良好的相互作用。这些发现表明,这些化合物是有希望的候选曼氏梭菌抑制,有待实验验证。结果确定了具有高预测活性的新型支架,并为实验优化和开发新的抗寄生虫疗法提供了合理的起点,以解决吡喹酮在流行地区的耐药性和疗效限制。
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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来源期刊
Aspects of molecular medicine
Aspects of molecular medicine Molecular Biology, Molecular Medicine
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