In-silico based discovery of potential Keap1 inhibitors using the strategies of pharmacophore screening, molecular docking, and MD simulation studies.

IF 2.2 4区 工程技术 Q3 PHARMACOLOGY & PHARMACY
Bioimpacts Pub Date : 2024-09-14 eCollection Date: 2025-01-01 DOI:10.34172/bi.30335
Ekta Singh, Gurubasavaraja Swamy Purawarga Matada, Prasad Sanjay Dhiwar, Rajesh B Patil, Rohit Pal
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引用次数: 0

Abstract

Introduction: The main objective of this research is to identify potential leads for developing potent Keap1 inhibitors.

Methods: In the current research article, in-silico methods have been employed to discover potential Keap1 inhibitors. 3D-QSAR was generated using the ChemBL database of Keap1 inhibitors with IC50. The best pharmacophore was selected for the screening of three different libraries namely Asinex, MiniMaybridge, and Zinc. The molecules screened from the databases were filtered through druggability rules and molecular docking studies. The best binding molecules obtained after docking studies were subjected to physicochemical properties toxicity determination by in-silico methods. The best hits were studied for stability in the cavity of Keap1 by molecular dynamic simulations.

Results: The virtual screening of different databases was carried out separately and three leads, were obtained. These lead molecules ASINEX 508, MiniMaybridgeHTS_01719, and ZINC 0000952883 showed the best binding in the Keap1 cavity. The molecular dynamic simulations of the binding complexes of the leads support the docking analysis. The leads (ASINEX 508, MiniMaybridgeHTS_01719, and ZINC 0000952883) were stabilized in the Keap1 binding cavity throughout 100 ns simulation, with average RMSD values of 0.100, 0.114, and 0.106 nm, respectively.

Conclusion: This research proposes three lead molecules as potential Keap1 inhibitors based on high throughput screening, docking, and MD simulation studies. These hit molecules can be used for further design and development of Keap1 inhibitors. This research provides the preliminary data for discovering novel Keap1 inhibitors. It opens new avenues for medicinal chemists to explore antioxidant-stimulating molecules targeting the Keap1-Nrf2 pathway.

利用药效团筛选、分子对接和MD模拟研究等策略,在计算机上发现潜在的Keap1抑制剂。
本研究的主要目的是确定开发强效Keap1抑制剂的潜在线索。方法:在目前的研究文章中,采用了硅片方法来发现潜在的Keap1抑制剂。3D-QSAR是使用具有IC50的Keap1抑制剂ChemBL数据库生成的。筛选出最佳药效团,对Asinex、MiniMaybridge和Zinc三个不同文库进行筛选。从数据库中筛选的分子通过药物规则和分子对接研究进行筛选。对接研究后获得的最佳结合分子进行了理化性质和毒性测定。通过分子动力学模拟研究了最佳撞击点在Keap1腔内的稳定性。结果:分别对不同数据库进行虚拟筛选,获得三条线索。这些铅分子ASINEX 508、MiniMaybridgeHTS_01719和ZINC 0000952883在Keap1空腔中的结合效果最好。引线结合复合物的分子动力学模拟支持对接分析。ASINEX 508、MiniMaybridgeHTS_01719和ZINC 0000952883在Keap1结合腔中稳定了100 ns,平均RMSD值分别为0.100、0.114和0.106 nm。结论:基于高通量筛选、对接和MD模拟研究,本研究提出了三种先导分子作为潜在的Keap1抑制剂。这些命中分子可用于Keap1抑制剂的进一步设计和开发。本研究为发现新的Keap1抑制剂提供了初步数据。它为药物化学家探索靶向Keap1-Nrf2途径的抗氧化刺激分子开辟了新的途径。
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
Bioimpacts
Bioimpacts Pharmacology, Toxicology and Pharmaceutics-Pharmaceutical Science
CiteScore
4.80
自引率
7.70%
发文量
36
审稿时长
5 weeks
期刊介绍: BioImpacts (BI) is a peer-reviewed multidisciplinary international journal, covering original research articles, reviews, commentaries, hypotheses, methodologies, and visions/reflections dealing with all aspects of biological and biomedical researches at molecular, cellular, functional and translational dimensions.
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