Singh Ekta, Matada Gurubasavaraja Swamy Purawarga, Dhiwar Prasad Sanjay, Patil Rajesh B, Pal Rohit
Integrated Drug Discovery Centre, Department of Pharmaceutical Chemistry, Acharya & BM Reddy College of Pharmacy, Bengaluru 560107, Karnataka, India.
Aditya Bangalore Institute of Pharmacy Education and Research, Department of Pharmaceutical Chemistry, 560064, Karnataka, India.
Bioimpacts. 2024 Sep 14;15:30335. doi: 10.34172/bi.30335. eCollection 2025.
The main objective of this research is to identify potential leads for developing potent Keap1 inhibitors.
In the current research article, methods have been employed to discover potential Keap1 inhibitors. 3D-QSAR was generated using the ChemBL database of Keap1 inhibitors with IC. 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 methods. The best hits were studied for stability in the cavity of Keap1 by molecular dynamic simulations.
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.
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.
本研究的主要目的是确定开发强效Keap1抑制剂的潜在先导物。
在当前的研究文章中,已采用多种方法来发现潜在的Keap1抑制剂。利用Keap1抑制剂的ChemBL数据库及IC生成3D-QSAR。选择最佳药效团用于筛选三个不同的文库,即Asinex、MiniMaybridge和Zinc。从数据库中筛选出的分子通过成药规则和分子对接研究进行过滤。对接研究后获得的最佳结合分子通过相关方法进行物理化学性质毒性测定。通过分子动力学模拟研究最佳命中物在Keap1腔中的稳定性。
分别对不同数据库进行虚拟筛选,获得了三个先导物。这些先导分子ASINEX 508、MiniMaybridgeHTS_01719和ZINC 0000952883在Keap1腔中表现出最佳结合。先导物结合复合物的分子动力学模拟支持对接分析。在整个100 ns模拟过程中,先导物(ASINEX 508、MiniMaybridgeHTS_01719和ZINC 0000952883)在Keap1结合腔中保持稳定,平均RMSD值分别为0.100、0.114和0.106 nm。
本研究基于高通量筛选、对接和MD模拟研究,提出了三个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。本研究为发现新型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途径。