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3D-QSAR and molecular docking studies of peptide-hybrids as dengue virus NS2B/NS3 protease inhibitors

Chem Biol Interact. 2024 Jun 1:396:111040. doi: 10.1016/j.cbi.2024.111040. Epub 2024 May 10.

Abstract

Global warming and climate change have made dengue disease a global health issue. More than 50 % of the world's population is at danger of dengue virus (DENV) infection, according to the World Health Organization (WHO). Therefore, a clinically approved dengue fever vaccination and effective treatment are needed. Peptide medication development is new pharmaceutical research. Here we intend to recognize the structural features inhibiting the DENV NS2B/NS3 serine protease for a series of peptide-hybrid inhibitors (R1-R2-Lys-R3-NH2) by the 3D-QSAR technique. Comparative molecular field analysis (q2 = 0.613, r2 = 0.938, r2pred = 0.820) and comparative molecular similarity indices analysis (q2 = 0.640, r2 = 0.928, r2pred = 0.693) were established, revealing minor, electropositive, H-bond acceptor groups at the R1 position, minor, electropositive, H-bond donor groups at the R2 position, and bulky, hydrophobic groups at the R3 position for higher inhibitory activity. Docking studies revealed extensive H-bond and hydrophobic interactions in the binding of tripeptide analogues to the NS2B/NS3 protease. This study provides an insight into the key structural features for the design of peptide-based inhibitors of DENV NS2B/NS3 protease.

Keywords: Dengue fever; Molecular docking; NS2B/NS3(pro); Peptide inhibitor; QSAR.

MeSH terms

  • Antiviral Agents / chemistry
  • Antiviral Agents / pharmacology
  • Binding Sites
  • Dengue Virus* / drug effects
  • Dengue Virus* / enzymology
  • Hydrogen Bonding
  • Hydrophobic and Hydrophilic Interactions
  • Molecular Docking Simulation*
  • Peptides* / chemistry
  • Peptides* / pharmacology
  • Protease Inhibitors / chemistry
  • Protease Inhibitors / metabolism
  • Protease Inhibitors / pharmacology
  • Quantitative Structure-Activity Relationship*
  • Serine Endopeptidases* / chemistry
  • Serine Endopeptidases* / metabolism
  • Viral Nonstructural Proteins* / antagonists & inhibitors
  • Viral Nonstructural Proteins* / chemistry
  • Viral Nonstructural Proteins* / metabolism
  • Viral Proteases

Substances

  • Viral Nonstructural Proteins
  • NS3 protease, dengue virus
  • Serine Endopeptidases
  • Peptides
  • nonstructural protein 2B, Dengue virus
  • Protease Inhibitors
  • Antiviral Agents
  • Viral Proteases