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Updated: Aug 6, 2025

Achieving Efficient Fragment Screening at XChem Facility at Diamond Light Source
Published on: May 29, 2021
Exploiting the co-crystal ligands shape, features and structure-based approaches for identification of SARS-CoV-2
Numan Yousaf1, Yaruq Jabeen1, Muhammad Imran2
1Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan.
Abstract:
SARS-CoV-2 enters the host cell through the ACE2 receptor and replicates its genome using an RNA-Dependent RNA Polymerase (RDRP). The functional RDRP is released from pro-protein pp1ab by the proteolytic activity of Main protease (Mpro) which is encoded within the viral genome. Due to its vital role in proteolysis of viral polyprotein chains, it has become an attractive potential drug target. We employed a hierarchical virtual screening approach to identify small synthetic protease inhibitors. Statistically optimized molecular shape and color-based features (various functional groups) from co-crystal ligands were used to screen different databases through various scoring schemes. Then, the electrostatic complementarity of screened compounds was matched with the most active molecule to further reduce the hit molecules' size. Finally, five hundred eighty-seven molecules were docked in Mpro catalytic binding site, out of which 29 common best hits were selected based on Glide and FRED scores. Five best-fitting compounds in complex with Mpro were subjected to MD simulations to analyze their structural stability and binding affinities with Mpro using MM/GB(PB)SA models. Modeling results suggest that identified hits can act as the lead compounds for designing better active Mpro inhibitors to enhance the chemical space to combat COVID-19.Communicated by Ramaswamy H. Sarma.
Insights
Researchers identified potential COVID-19 drug candidates by virtually screening for small molecule inhibitors of the SARS-CoV-2 Main protease (Mpro). These compounds show promise for developing new treatments against the virus.
Area of Science:
- Biochemistry
- Drug Discovery
- Computational Chemistry
Background:
- Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) utilizes the ACE2 receptor for host cell entry and relies on RNA-Dependent RNA Polymerase (RDRP) for replication.
- The viral Main protease (Mpro) is essential for processing viral polyproteins, making it a critical target for antiviral drug development.
Purpose of the Study:
- To identify novel small synthetic inhibitors targeting the SARS-CoV-2 Mpro through a hierarchical virtual screening approach.
- To evaluate the binding stability and affinity of potential Mpro inhibitors using molecular dynamics simulations.
Main Methods:
- Hierarchical virtual screening utilizing molecular shape and functional group features.
- Docking studies of screened compounds into the Mpro catalytic binding site.
- Molecular dynamics (MD) simulations and MM/GB(PB)SA binding free energy calculations for top-ranked compounds.
Main Results:
- A virtual screening workflow identified 29 common best hits from extensive databases.
- Five lead compounds demonstrated favorable structural stability and binding affinity with Mpro in MD simulations.
- The identified compounds serve as promising starting points for developing potent Mpro inhibitors.
Conclusions:
- The study successfully identified potential lead compounds for Mpro inhibition, offering new avenues for COVID-19 therapeutic strategies.
- These findings contribute to expanding the chemical space for designing effective antiviral agents against SARS-CoV-2.
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