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Updated: Nov 19, 2025

Pharmacophore Modeling for Targets with Extensive Ligand Libraries: A Case Study on SARS-CoV-2 Mpro
Published on: September 26, 2025
Phenylbenzopyrone of Flavonoids as a Potential Scaffold to Prevent SARSCoV-2 Replication by Inhibiting its MPRO Main
Angamba M Potshangbam1, Potshangbam Nongdam1, A Kiran Kumar2
1Department of Biotechnology, Manipur University, Manipur 795003, India.
Background:
In December 2019, an outbreak of a pneumonia-like illness, Corona virus disease 2019 (COVID-19), originating from Wuhan, China, was linked to novel coronavirus, now termed SARS-CoV-2. Unfortunately, no effective drugs or vaccines have been reported yet. The main protease (MPRO) remains the most validated pharmacological target for the design and discovery of inhibitors.
Objective:
The purpose of the study was to find a prospective natural scaffold as an inhibitor for MPRO main protease in SARS-CoV-2 and compare it with repurposed antiviral drugs lopinavir and nelfinavir.
Methods:
Natural compound libraries were screened for potential scaffold against MPRO main protease. Molecular dynamics simulation, MM-GBSA and principal component analyses of enzyme- ligand complexes were carried out with the top-ranking hits and compared with the repurposed antiviral drugs lopinavir and nelfinavir.
Results:
The structure-based virtual screening indicated phenylbenzopyrone of flavonoids as one of the top-ranking scaffolds that have the potential to inhibit the main protease with the Oglycosidic form, performing better than the corresponding aglyconic form. Simulation studies indicated that glycosidic form of flavonoid is a more suitable inhibitor with compounds rutin, procyanidin B6, baicalin and galloylquercetin, demonstrating high affinity and stability, and rutin, emerging as one of the best candidate compounds. Interestingly, rutin was reported to have inhibitory activity against similar protease (3Cprotease of enterovirus A71) and implicated in lung fibrosis.
Conclusion:
The present study on flavonoids, possessing a potential scaffold for inhibiting main protease activity for all betacoronavirus is an attempt to provide new and safe drug leads within a reasonably short period.

