Research topics
- Computational biology
- Biology
- Medicine
- Genetics
- Virology
Selected publications
Proteins Structure Function and Bioinformatics · 2021 · 49 citations
- Virology
- Biology
- Computational biology
Understanding the molecular evolution of the SARS-CoV-2 virus as it continues to spread in communities around the globe is important for mitigation and future pandemic preparedness. Three-dimensional structures of SARS-CoV-2 proteins and those of other coronavirusess archived in the Protein Data Bank were used to analyze viral proteome evolution during the first 6 months of the COVID-19 pandemic. Analyses of spatial locations, chemical properties, and structural and energetic impacts of the observed amino acid changes in >48 000 viral isolates revealed how each one of 29 viral proteins have undergone amino acid changes. Catalytic residues in active sites and binding residues in protein-protein interfaces showed modest, but significant, numbers of substitutions, highlighting the mutational robustness of the viral proteome. Energetics calculations showed that the impact of substitutions on the thermodynamic stability of the proteome follows a universal bi-Gaussian distribution. Detailed results are presented for potential drug discovery targets and the four structural proteins that comprise the virion, highlighting substitutions with the potential to impact protein structure, enzyme activity, and protein-protein and protein-nucleic acid interfaces. Characterizing the evolution of the virus in three dimensions provides testable insights into viral protein function and should aid in structure-based drug discovery efforts as well as the prospective identification of amino acid substitutions with potential for drug resistance.
Frequent coauthors
- 12 shared
JL Weissman
- 12 shared
Robin L. Jones
Royal Marsden Hospital
- 8 shared
Anna Weiss
University of Rochester
- 8 shared
Maria Hamilton
University of Georgia
- 7 shared
S.K. Burley
Rutgers, The State University of New Jersey
- 6 shared
Rachel E. Szabo
Massachusetts Institute of Technology
- 6 shared
Natalya Evans
University of California, Santa Barbara
- 6 shared
Shayle B. Matsuda
Education
- 2026
PhD, Pathobiology
Brown University
- 2021
Bachelors in Integrative Biology , Biology
University of Puerto Rico College of Natural Sciences Rio Piedras Campus
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