Multi-stage structure-based virtual screening approach towards identification of potential SARS-CoV-2 NSP13 helicase inhibitors

J Enzyme Inhib Med Chem. 2022 Dec;37(1):563-572. doi: 10.1080/14756366.2021.2022659.

Abstract

On account of its crucial role in the virus life cycle, SARS-COV-2 NSP13 helicase enzyme was exploited as a promising target to identify a novel potential inhibitor using multi-stage structure-based drug discovery approaches. Firstly, a 3D pharmacophore was generated based on the collected data from a protein-ligand interaction fingerprint (PLIF) study using key interactions between co-crystallised fragments and the NSP13 helicase active site. The ZINC database was screened through the generated 3D-pharmacophore retrieving 13 potential hits. All the retrieved hits exceeded the benchmark score of the co-crystallised fragments at the molecular docking step and the best five-hit compounds were selected for further analysis. Finally, a combination between molecular dynamics simulations and MM-PBSA based binding free energy calculations was conducted on the best hit (compound FWM-1) bound to NSP13 helicase enzyme, which identified FWM-1 as a potential potent NSP13 helicase inhibitor with binding free energy equals -328.6 ± 9.2 kcal/mol.

Keywords: SARS CoV-2 NSP13 helicase; docking; molecular dynamics simulations; protein-ligand interaction fingerprint; structure-based pharmacophore.

MeSH terms

  • COVID-19 / virology
  • COVID-19 Drug Treatment*
  • Catalytic Domain
  • Drug Discovery*
  • Exoribonucleases / antagonists & inhibitors*
  • High-Throughput Screening Assays / methods*
  • Humans
  • Ligands
  • Molecular Docking Simulation*
  • Molecular Dynamics Simulation
  • Quantitative Structure-Activity Relationship
  • SARS-CoV-2 / drug effects*
  • Viral Nonstructural Proteins / antagonists & inhibitors*

Substances

  • Ligands
  • Viral Nonstructural Proteins
  • Exoribonucleases
  • NSP14 protein, SARS-CoV-2

Grants and funding

The present work was financially supported from the Researchers Supporting Project number (RSP-2021/103), King Saud University, Riyadh, Saudi Arabia.