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基于结构的从印度尼西亚天然产物中发现新型结核分枝杆菌 CYP121 抑制剂。

Structure-based discovery of novel inhibitors of Mycobacterium tuberculosis CYP121 from Indonesian natural products.

机构信息

Faculty of Biotechnology, Atma Jaya Catholic University, Jakarta, 12930, DKI Jakarta, Indonesia.

Department of Biotechnology, Faculty of Life Sciences, Surya University, Tangerang, 15810, Banten, Indonesia.

出版信息

Comput Biol Chem. 2020 Apr;85:107205. doi: 10.1016/j.compbiolchem.2020.107205. Epub 2020 Jan 17.

Abstract

Tuberculosis (TB) continues to be a serious global health threat with the emergence of multidrug-resistant tuberculosis (MDR-TB) and extremely drug-resistant tuberculosis (XDR-TB). There is an urgent need to discover new drugs to deal with the advent of drug-resistant TB variants. This study aims to find new M. tuberculosis CYP121 inhibitors by the screening of Indonesian natural products using the principle of structure-based drug design and discovery. In this work, eight natural compounds isolated from Rhoeo spathacea and Pluchea indica were selected based on their antimycobacterial activity. Derivatives compound were virtually designed from these natural molecules to improve the interaction of ligands with CYP121. Virtual screening of ligands was carried out using AutoDock Vina followed by 50 ns molecular dynamics simulation using YASARA to study the inhibition mechanism of the ligands. Two ligands, i.e., kaempferol (KAE) and its benzyl derivative (KAE3), are identified as the best CYP121 inhibitors based on their binding affinities and adherence to the Lipinski's rule. Results of molecular dynamics simulation indicate that KAE and KAE3 possess a unique inhibitory mechanism against CYP121 that is different from GGJ (control ligand). The control ligand alters the overall dynamics of the receptor, which is indicated by changes in residue flexibility away from CYP121 binding site. Meanwhile, the dynamic changes caused by the binding of KAE and KAE3 are isolated around the binding site of CYP121. These ligands can be developed for further potential biological activities.

摘要

结核病(TB)仍然是一个严重的全球健康威胁,随着耐多药结核病(MDR-TB)和极端耐药结核病(XDR-TB)的出现。迫切需要发现新的药物来应对耐药结核变异体的出现。本研究旨在通过基于结构的药物设计和发现原理筛选印度尼西亚天然产物,寻找新的结核分枝杆菌 CYP121 抑制剂。在这项工作中,基于其抗分枝杆菌活性,从 Rhoeo spathacea 和 Pluchea indica 中选择了 8 种天然化合物作为衍生物化合物,以改善配体与 CYP121 的相互作用。使用 AutoDock Vina 对配体进行虚拟筛选,然后使用 YASARA 进行 50 ns 分子动力学模拟,以研究配体的抑制机制。两种配体,即山奈酚(KAE)和其苄基衍生物(KAE3),根据其结合亲和力和符合 Lipinski 规则,被确定为最佳 CYP121 抑制剂。分子动力学模拟结果表明,KAE 和 KAE3 对 CYP121 具有独特的抑制机制,与 GGJ(对照配体)不同。对照配体改变了受体的整体动力学,这表明 CYP121 结合位点处的残基灵活性发生了变化。同时,由 KAE 和 KAE3 结合引起的动态变化被隔离在 CYP121 的结合位点周围。这些配体可以进一步开发用于潜在的生物活性。

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