Consensus docking and MM-PBSA computations identify putative furin protease inhibitors for developing potential

Bismark Dankwa1,2, Emmanuel Broni1,3,4, Kweku S Enninful1

  • 1Department of Parasitology, Noguchi Memorial Institute for Medical Research (NMIMR), College of Health Sciences (CHS), University of Ghana, Legon, Accra LG 581, Ghana.

Structural Chemistry
|September 19, 2022
PubMed

Insights

This study screened African natural products against the SARS-CoV-2 furin protease, identifying seven potential drug leads. These compounds show promise for treating COVID-19 and other viral infections.

Area of Science:

  • Computational chemistry and drug discovery
  • Virology and infectious diseases

Background:

  • COVID-19 pandemic poses significant global health challenges, with ongoing needs for effective therapeutics.
  • The SARS-CoV-2 virus utilizes the human furin protease for cell entry, making it a key therapeutic target.
  • Existing treatments face challenges, necessitating the exploration of novel drug candidates.

Purpose of the Study:

  • To virtually screen a library of African natural products for potential inhibitors of the SARS-CoV-2 furin protease.
  • To identify novel compounds with therapeutic potential against COVID-19.

Main Methods:

  • Employed consensus molecular docking using HYBRID and AutoDock Vina to screen 3942 African natural products against human furin protease (PDB: 4RYD).
  • Selected twenty hit compounds based on docking scores ( -7 kcal.mol-1), pose alignment, and favorable interactions.
  • Utilized ROC curve analysis (AUC 0.72) and BEDROC (0.65) to validate the screening tool's effectiveness.

Main Results:

  • Identified seven potential lead compounds that interact with catalytic triad residues (Ser368, His194, Asp153) and other active site residues.
  • MM-PBSA calculations indicated binding free energies between -189 and -95 kJ/mol for the lead compounds.
  • Lead compounds exhibited favorable ADME/Tox properties and predicted antiviral, anti-inflammatory, and cytoprotective activities.

Conclusions:

  • The study successfully identified promising natural product-derived inhibitors of the SARS-CoV-2 furin protease.
  • Seven compounds are proposed as potential leads for COVID-19 drug development, with some showing potential against influenza as well.
  • The findings highlight the value of natural products in discovering novel antiviral agents.