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Updated: Oct 21, 2025

Pharmacophore Modeling for Targets with Extensive Ligand Libraries: A Case Study on SARS-CoV-2 Mpro
Published on: September 26, 2025
Discovery of novel inhibitors of SARS-CoV-2 main protease
Lei Zheng1, Yanmei Chen1, Jingxiao Bao1
1Shanghai Engineering Research Center of Molecular Therapeutics & New Drug Development, Shanghai Key Laboratory of Green Chemistry & Chemical Process, School of Chemistry and Molecular Engineering, East China Normal University, Shanghai, China.
Abstract:
Corona Virus Disease 2019 (COVID-19), referred to as 'New Coronary Pneumonia', is a type of acute infectious disease caused by the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection. Mpro is one of the main targets for treating COVID-19. The current research on Mpro mainly focuses on the repurposing of old drugs, and there are only a few novel ligands that inhibit Mpro. In this research, we used computational free energy calculation to screen a compound library against Mpro, and discovered four novel compounds with the two best compounds (AG-690/13507628 and AG-690/13507724) having experimental measured IC50 of just under 3 μM and low cell toxicity. Detailed decomposition of the interactions between the inhibitors and Mpro reveals key interacting residues and interactions that determine the activity. The results from this study should provide a basis for further development of anti-SARS-CoV-2 drugs.Communicated by Ramaswamy H. Sarma.
Insights
Researchers identified four novel compounds that inhibit the Mpro enzyme, a key target for treating COVID-19. The best compounds show promising low toxicity and potential for developing new anti-SARS-CoV-2 drugs.
Area of Science:
- Biochemistry
- Drug Discovery
- Computational Chemistry
Background:
- COVID-19 is an infectious disease caused by SARS-CoV-2.
- The Mpro enzyme is a critical target for COVID-19 therapeutics.
- Existing research primarily focuses on drug repurposing for Mpro inhibition.
Purpose of the Study:
- To screen for novel Mpro inhibitors using computational methods.
- To identify compounds with high inhibitory activity and low cell toxicity.
- To provide a foundation for developing new anti-SARS-CoV-2 drugs.
Main Methods:
- Computational free energy calculations were employed.
- A compound library was screened against the Mpro target.
- Inhibitor-Mpro interactions were analyzed through detailed decomposition.
Main Results:
- Four novel Mpro-inhibiting compounds were discovered.
- The top two compounds (AG-690/13507628 and AG-690/13507724) exhibited IC50 values under 3 μM.
- These lead compounds demonstrated low cellular toxicity.
Conclusions:
- The identified compounds represent promising candidates for further anti-SARS-CoV-2 drug development.
- Understanding key interactions aids in designing more effective inhibitors.
- This study offers a basis for future therapeutic strategies against COVID-19.
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