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通过基于配体的虚拟筛选和分子动力学模拟,鉴定小檗碱的类似物作为靶向结核分枝杆菌FtsZ聚合的有前景的抗结核药物。

Identifying the analogues of berberine as promising antitubercular drugs targeting Mtb-FtsZ polymerisation through ligand-based virtual screening and molecular dynamics simulations.

作者信息

Akinpelu Olayinka I, Kumalo Hezekiel M, Mhlongo Sizwe I, Mhlongo Ndumiso N

机构信息

Drug Research and Innovation Unit, Discipline of Medical Biochemistry, School of Laboratory Medicine and Medical Science, University of KwaZulu-Natal, Durban, South Africa.

School of Health Sciences, University of KwaZulu-Natal, Durban, South Africa.

出版信息

J Mol Recognit. 2022 Feb;35(2):e2940. doi: 10.1002/jmr.2940. Epub 2021 Dec 15.

Abstract

Berberine, an active compound in the extract of golden seal (an age-long remedy for many infections) has been confirmed to be responsible for the extract's activity against multi-drug resistant strain of Mycobacterium tuberculosis. There is no available study that shows the exact target of berberine in M tuberculosis, although it is confirmed that berberine inhibits the polymerisation of filamentous temperature-sensitive mutant Z (FtsZ), an important bacteria cytokinesis protein, in Escherichia coli, suggesting that FtsZ could as well be the target of berberine in M tuberculosis. In this study, we carried out ligand-based virtual screening to identify analogues of berberine followed by molecular dynamics (MD) simulations of the complexes of Mtb-FtsZ with berberine (berb1) and the five selected analogues (berb9 [ZINC1709414], berb37 [ZINC238749993], berb38 [ZINC13509022], berb43 [ZINC14765594], and berb48 [ZINC238758595]). Post-MD analyses such as binding free energy, RMSD, RMSF, RoG and hydrogen bond lifetime analysis were used to understand the interactions between these ligands and the receptor. The results suggested that Mtb-FtsZ could likely be the target of berberine in M tuberculosis as it forms a stable complex coupled with a significantly high binding energy. The study also identified other potential inhibitors of MTB-FtsZ polymerisation. Berb38 specifically showed greater interaction with the residues at the binding site of the protein, forming a far more stable complex with the receptor than any of the other compounds under investigation, including berberine itself. ADME properties calculations also predicted all the ligands to be bioactive as orally administered drugs.

摘要

黄连素是白毛茛提取物中的一种活性化合物(白毛茛是一种长期用于治疗多种感染的药物),已被证实是该提取物对耐多药结核分枝杆菌菌株具有活性的原因。目前尚无研究表明黄连素在结核分枝杆菌中的具体作用靶点,尽管已证实黄连素可抑制大肠杆菌中丝状温度敏感突变体Z(FtsZ)的聚合,FtsZ是一种重要的细菌胞质分裂蛋白,这表明FtsZ也可能是黄连素在结核分枝杆菌中的作用靶点。在本研究中,我们基于配体进行虚拟筛选以鉴定黄连素的类似物,随后对结核分枝杆菌FtsZ与黄连素(berb1)及五个选定类似物(berb9 [ZINC1709414]、berb37 [ZINC238749993]、berb38 [ZINC13509022]、berb43 [ZINC14765594]和berb48 [ZINC238758595])的复合物进行分子动力学(MD)模拟。通过诸如结合自由能、均方根偏差(RMSD)、均方根波动(RMSF)、回转半径(RoG)和氢键寿命分析等MD后分析来了解这些配体与受体之间的相互作用。结果表明,结核分枝杆菌FtsZ很可能是黄连素在结核分枝杆菌中的作用靶点,因为它形成了一个稳定的复合物,且结合能显著较高。该研究还鉴定出了其他潜在的结核分枝杆菌FtsZ聚合抑制剂。Berb38与蛋白质结合位点处的残基表现出更强的相互作用,与受体形成的复合物比包括黄连素本身在内的任何其他研究化合物都更稳定。药物代谢动力学(ADME)性质计算还预测所有这些配体作为口服给药药物具有生物活性。

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