Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India.
Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India.
J Biomol Struct Dyn. 2022;40(24):14247-14261. doi: 10.1080/07391102.2021.2002718. Epub 2021 Dec 8.
The 3CL Protease of severe acute respiratory syndrome coronavirus (SARS-CoV), responsible for viral replication, has emerged as an essential target for designing anti-coronaviral inhibitors in drug discovery. In recent years, small molecule and peptidomimetic inhibitors have been used to target the inhibition of SARS-CoV 3CL Protease. In this study, we have developed 2D and 3D Quantitative structure activity relationship (QSAR) models on 3CL protease inhibitors with good predictive capability to propose inhibitors with improved affinities. Based on the 3 D contour maps, three new inhibitors were designed , which were further subjected to molecular docking to explore their binding modes. The newly designed compounds showed improved interaction energies toward SARS-CoV-3CLPro due to additional interactions with the active site residues. The molecular docking studies of the most potent compounds revealed specific interactions with Glu 166 and Cys 145. Furthermore, absorption, distribution, metabolism, elimination (ADME) and drug-likeness evaluation revealed improved pharmacokinetic properties for these compounds. The molecular dynamics simulations confirmed the stability of the interactions identified by docking. The results presented would guide the development of new 3CL protease inhibitors with improved affinities in the future.Communicated by Ramaswamy H. Sarma.
严重急性呼吸系统综合症冠状病毒(SARS-CoV)的 3CL 蛋白酶负责病毒复制,现已成为药物研发中设计抗冠状病毒抑制剂的重要靶标。近年来,小分子和拟肽抑制剂已被用于靶向 SARS-CoV 3CL 蛋白酶的抑制。在这项研究中,我们针对 3CL 蛋白酶抑制剂开发了具有良好预测能力的 2D 和 3D 定量构效关系(QSAR)模型,以提出具有更高亲和力的抑制剂。基于三维等高线图,设计了三个新的抑制剂,并进一步进行了分子对接以探索它们的结合模式。新设计的化合物由于与活性位点残基的额外相互作用,表现出对 SARS-CoV-3CLPro 的改善的相互作用能。对最有效化合物的分子对接研究揭示了与 Glu166 和 Cys145 的特异性相互作用。此外,吸收、分布、代谢、排泄(ADME)和类药性评估显示这些化合物具有改善的药代动力学性质。分子动力学模拟证实了对接所确定的相互作用的稳定性。这些结果将指导未来开发具有更高亲和力的新型 3CL 蛋白酶抑制剂。由 Ramaswamy H. Sarma 交流。