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Related Experiment Video

Updated: Nov 30, 2025

Pharmacophore Modeling for Targets with Extensive Ligand Libraries: A Case Study on SARS-CoV-2 Mpro
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A Multi-Pronged Approach Targeting SARS-CoV-2 Proteins Using Ultra-Large Virtual Screening.

Christoph Gorgulla1,2,3, Krishna M Padmanabha Das1,3, Kendra E Leigh4

  • 1Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Harvard University, Boston, USA.

Chemrxiv : the Preprint Server for Chemistry
|November 17, 2020
PubMed
Summary

A novel in silico screening platform, VirtualFlow, identified 1 billion potential SARS-CoV-2 inhibitors by targeting multiple viral and host sites. This approach aims to accelerate the development of effective coronavirus treatments and combination therapies.

Keywords:
ACE2COVID-19 dataIn silicoMProNSP16/NSP10PLpro inhibitorsRdRPSARS-CoV -2SARS-CoV2 Small molecule inhibitorSpikeTMPRSS2computational biologydrug discoverynsp10nsp13nsp14-exonucleasensp16nsp3 macrdomainnsp5nsp7nsp8nsp9nucleoproteinvirtual screening

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Area of Science:

  • Computational chemistry and drug discovery
  • Virology and infectious diseases
  • Bioinformatics and computational biology

Background:

  • The COVID-19 pandemic caused by SARS-CoV-2 necessitates rapid development of effective treatments due to a lack of approved vaccines and therapies.
  • A multi-target drug development strategy is crucial for addressing current and future coronavirus outbreaks, potentially overcoming viral mutations.

Approach:

  • Utilized VirtualFlow, an advanced in silico screening platform, for ultra-large scale virtual screening on cloud computing platforms.
  • Conducted a structure-based, multi-target virtual screening campaign against 40 target sites on 17 viral and host targets, evaluating approximately 1 billion molecules.
  • Investigated both active viral enzyme sites and critical protein-protein interaction interfaces to identify broad-spectrum inhibitors.

Key Points:

  • The study identified top 200 in silico hits for each of the 40 target sites.
  • The multi-target approach increases the probability of finding potent inhibitors and aids in developing drugs effective against viral mutations.
  • Top hits binding to conserved sites are candidates for further drug development against coronaviruses.

Conclusions:

  • The identified potential inhibitor candidates are made available to researchers globally to expedite drug development efforts.
  • This work provides a valuable resource for the scientific community in the urgent search for anti-coronavirus therapeutics.
  • The VirtualFlow platform demonstrates efficacy in large-scale virtual screening for pandemic preparedness.