QSAR, molecular docking, molecular dynamics and MM-GBSA approach for identification of prospective benzotriazole-based SARS-CoV 3CL protease inhibitors

被引:1
|
作者
D'Souza, Sofia [1 ]
Balaji, S. [2 ]
Prema, K., V [3 ]
机构
[1] Manipal Acad Higher Educ, Manipal Inst Technol, Dept Comp Sci & Engn, Manipal, Karnataka, India
[2] Manipal Acad Higher Educ, Manipal Inst Technol, Dept Biotechnol, Manipal, Karnataka, India
[3] Manipal Acad Higher Educ, Manipal Inst Technol Bengaluru, Dept Comp Sci & Engn, Manipal 560064, Karnataka, India
来源
关键词
QSAR; field-QSAR; SARS-CoV2; 3CL protease; molecular docking; molecular dynamics; MM-GBSA; 3C-LIKE PROTEASE; CORONAVIRUS; VALIDATION; DESCRIPTORS; VERIFY; MODEL; TRUST;
D O I
10.1080/07391102.2021.2002718
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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 3D contour maps, three new inhibitors were designed in silico, 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.
引用
收藏
页码:14247 / 14261
页数:15
相关论文
共 50 条
  • [1] Study of the Differential Activity of Thrombin Inhibitors Using Docking, QSAR, Molecular Dynamics, and MM-GBSA
    Mena-Ulecia, Karel
    Tiznado, William
    Caballero, Julio
    [J]. PLOS ONE, 2015, 10 (11):
  • [2] Pharmacophore based virtual screening, molecular docking, molecular dynamics and MM-GBSA approach for identification of prospective SARS-CoV-2 inhibitor from natural product databases
    Kumar, Banoth Karan
    Faheem
    Sekhar, Kondapalli Venkata Gowri Chandra
    Ojha, Rupal
    Prajapati, Vijay Kumar
    Pai, Aravinda
    Murugesan, Sankaranarayanan
    [J]. JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS, 2022, 40 (03): : 1363 - 1386
  • [3] Synthesis, docking studies, and evaluation of pyrimidines as inhibitors of SARS-CoV 3CL protease
    Ramajayam, R.
    Tan, Kian-Pin
    Liu, Hun-Ge
    Liang, Po-Huang
    [J]. BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2010, 20 (12) : 3569 - 3572
  • [4] Preparation of SARS-CoV 3CL Protease and Synthesis of its Inhibitors
    Konno, Hiroyuki
    Akaji, Kenichi
    [J]. JOURNAL OF SYNTHETIC ORGANIC CHEMISTRY JAPAN, 2021, 79 (01) : 2 - 10
  • [5] Preparation of SARS-CoV 3CL protease and synthesis of its inhibitors
    Konno, Hiroyuki
    Akaji, Kenichi
    [J]. Yuki Gosei Kagaku Kyokaishi/Journal of Synthetic Organic Chemistry, 2021, 79 (01): : 2 - 10
  • [6] Synthesis and Evaluation of Benzoquinolinone Derivatives as SARS-CoV 3CL Protease Inhibitors
    Ahn, Tae-Young
    Kuo, Chih-Jung
    Liu, Hun-Ge
    Ha, Deok-Chan
    Liang, Po-Huang
    Jung, Young-Sik
    [J]. BULLETIN OF THE KOREAN CHEMICAL SOCIETY, 2010, 31 (01): : 87 - 91
  • [7] Drug repurposing against main protease and RNA-dependent RNA polymerase of SARS-CoV-2 using molecular docking, MM-GBSA calculations and molecular dynamics
    Ahmed O. Mohammed
    Mazin I. Abo-Idrees
    Alaa A. Makki
    Walaa Ibraheem
    Abdulrahim A. Alzain
    [J]. Structural Chemistry, 2022, 33 : 1553 - 1567
  • [8] Identification of Potential Inhibitors of 3CL Protease of SARS-CoV-2 From ZINC Database by Molecular Docking-Based Virtual Screening
    Abdusalam, Ashraf Ahmed Ali
    Murugaiyah, Vikneswaran
    [J]. FRONTIERS IN MOLECULAR BIOSCIENCES, 2020, 7
  • [9] Drug repurposing against main protease and RNA-dependent RNA polymerase of SARS-CoV-2 using molecular docking, MM-GBSA calculations and molecular dynamics
    Mohammed, Ahmed O.
    Abo-Idrees, Mazin I.
    Makki, Alaa A.
    Ibraheem, Walaa
    Alzain, Abdulrahim A.
    [J]. STRUCTURAL CHEMISTRY, 2022, 33 (05) : 1553 - 1567
  • [10] Design, synthesis, and evaluation of trifluoromethyl ketones as inhibitors of SARS-CoV 3CL protease
    Shao, Yi-Ming
    Yang, Wen-Bin
    Kuo, Tun-Hsun
    Tsai, Keng-Chang
    Lin, Chun-Hung
    Yang, An-Suei
    Liang, Po-Huang
    Wong, Chi-Huey
    [J]. BIOORGANIC & MEDICINAL CHEMISTRY, 2008, 16 (08) : 4652 - 4660