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A comprehensive survey of coronaviral main protease active site diversity in 3D: Identifying and analyzing drug discovery targets in search of broad specificity inhibitors for the next coronavirus pandemic

View ORCID ProfileJoseph H. Lubin, Samantha G. Martinusen, View ORCID ProfileChristine Zardecki, Cassandra Olivas, View ORCID ProfileMickayla Bacorn, View ORCID ProfileMaryAgnes Balogun, Ethan W. Slaton, Amy Wu Wu, Sarah Sakeer, View ORCID ProfileBrian P. Hudson, View ORCID ProfileCarl A. Denard, View ORCID ProfileStephen K. Burley, View ORCID ProfileSagar D. Khare
doi: https://doi.org/10.1101/2023.01.30.526101
Joseph H. Lubin
1Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
2Institute for Quantitative Biomedicine, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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Samantha G. Martinusen
3Department of Chemical Engineering, University of Florida, Gainesville, Florida, USA
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Christine Zardecki
2Institute for Quantitative Biomedicine, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
4Research Collaboratory for Structural Bioinformatics Protein Data Bank, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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Cassandra Olivas
4Research Collaboratory for Structural Bioinformatics Protein Data Bank, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
5California State University Stanislaus, Turlock, California, USA
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Mickayla Bacorn
4Research Collaboratory for Structural Bioinformatics Protein Data Bank, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
6University Of Maryland, Baltimore County, Baltimore, Maryland, USA
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MaryAgnes Balogun
4Research Collaboratory for Structural Bioinformatics Protein Data Bank, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
7Morgan State University, Baltimore, Maryland, USA
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Ethan W. Slaton
3Department of Chemical Engineering, University of Florida, Gainesville, Florida, USA
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Amy Wu Wu
4Research Collaboratory for Structural Bioinformatics Protein Data Bank, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
8University of Puerto Rico – Mayagüez, Mayagüez, Puerto Rico
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Sarah Sakeer
1Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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Brian P. Hudson
2Institute for Quantitative Biomedicine, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
4Research Collaboratory for Structural Bioinformatics Protein Data Bank, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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Carl A. Denard
3Department of Chemical Engineering, University of Florida, Gainesville, Florida, USA
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Stephen K. Burley
1Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
2Institute for Quantitative Biomedicine, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
4Research Collaboratory for Structural Bioinformatics Protein Data Bank, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
9Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, New Jersey, USA
10Research Collaboratory for Structural Bioinformatics Protein Data Bank, San Diego Supercomputer Center, University of California, San Diego, La Jolla, California, USA
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Sagar D. Khare
1Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
2Institute for Quantitative Biomedicine, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
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  • For correspondence: khare@chem.rutgers.edu
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Abstract

Although the rapid development of therapeutic responses to combat SARS-CoV-2 represents a great human achievement, it also demonstrates untapped potential for advanced pandemic preparedness. Cross-species efficacy against multiple human coronaviruses by the main protease (MPro) inhibitor nirmatrelvir raises the question of its breadth of inhibition and our preparedness against future coronaviral threats. Herein, we describe sequence and structural analyses of 346 unique MPro enzymes from all coronaviruses represented in the NCBI Virus database. Cognate substrates of these representative proteases were inferred from their polyprotein sequences. We clustered MPro sequences based on sequence identity and AlphaFold2-predicted structures, showing approximate correspondence with known viral subspecies. Predicted structures of five representative MPros bound to their inferred cognate substrates showed high conservation in protease:substrate interaction modes, with some notable differences. Yeast-based proteolysis assays of the five representatives were able to confirm activity of three on inferred cognate substrates, and demonstrated that of the three, only one was effectively inhibited by nirmatrelvir. Our findings suggest that comprehensive preparedness against future potential coronaviral threats will require continued inhibitor development. Our methods may be applied to candidate coronaviral MPro inhibitors to evaluate in advance the breadth of their inhibition and identify target coronaviruses potentially meriting advanced development of alternative countermeasures.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted January 31, 2023.
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A comprehensive survey of coronaviral main protease active site diversity in 3D: Identifying and analyzing drug discovery targets in search of broad specificity inhibitors for the next coronavirus pandemic
Joseph H. Lubin, Samantha G. Martinusen, Christine Zardecki, Cassandra Olivas, Mickayla Bacorn, MaryAgnes Balogun, Ethan W. Slaton, Amy Wu Wu, Sarah Sakeer, Brian P. Hudson, Carl A. Denard, Stephen K. Burley, Sagar D. Khare
bioRxiv 2023.01.30.526101; doi: https://doi.org/10.1101/2023.01.30.526101
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A comprehensive survey of coronaviral main protease active site diversity in 3D: Identifying and analyzing drug discovery targets in search of broad specificity inhibitors for the next coronavirus pandemic
Joseph H. Lubin, Samantha G. Martinusen, Christine Zardecki, Cassandra Olivas, Mickayla Bacorn, MaryAgnes Balogun, Ethan W. Slaton, Amy Wu Wu, Sarah Sakeer, Brian P. Hudson, Carl A. Denard, Stephen K. Burley, Sagar D. Khare
bioRxiv 2023.01.30.526101; doi: https://doi.org/10.1101/2023.01.30.526101

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