I'm a Senior Scientist and co-director of the Bourne & Mura Computational Biosciences Lab, based in the Department of Biomedical Engineering and School of Data Science at the University of Virginia; earlier on, I was an Assistant Professor of Chemistry at UVA (2008-2018). My scientific background, and most of my research interests, are in the areas of structural biology, molecular biophysics and computational biology, particularly as regards the evolution of RNA-associated ribonucleoprotein assemblies, protein folds, and protein-protein interactions. I'm also interested in data science and its attendant approaches (e.g., deep learning and other machine learning paradigms), chiefly as applied to the aforementioned scientific domains. Further information is available at http://bournelab.org.
Work
University of Virginia
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Senior Scientist
US
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University of Virginia
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Assistant Professor
US
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University of Virginia
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Research Assistant Professor
US
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Education
University of California Los Angeles
United States of America
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PhD, Biochemistry & Molecular Biology
Georgia Institute of Technology
United States of America
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BS, Chemistry, with highest honors
Publications
A Tribute to Phil Bourne—Scientist and Human
Biomolecules
journal-article
Ten simple rules for serving as an editor
PLOS Computational Biology
journal-article
A Tribute to Phil Bourne—Scientist and Human
Biomolecules
journal-article
A Comparative Analysis of COVID-19 Vaccines Based on over 580,000 Cases from the Vaccination Adverse Event Reporting System
Vaccines
journal-article
Deep Generative Models of Protein Structure Uncover Distant Relationships Across a Continuous Fold Space
preprint
A Comparative Analysis of COVID-19 Vaccines Based on over 580,000 Cases from the Vaccination Adverse Event Reporting System
Vaccines
journal-article
Prop3D: A Flexible, Python-based Platform for Machine Learning with Protein Structural Properties and Biophysical Data
preprint
Ten Simple Rules for Serving as an Editor
preprint
Explainable Deep Generative Models, Ancestral Fragments, and Murky Regions of the Protein Structure Universe
preprint
IL-13 Is a Driver of COVID-19 Severity
JCI Insight
journal-article
Real-world Evidence for Improved Outcomes with Histamine Antagonists and Aspirin in 22,560 COVID-19 Patients
other
A Birds-eye (Re)View of Acid-suppression Drugs, COVID-19, and the Highly Variable Literature
preprint
Real-world evidence for improved outcomes with histamine antagonists and aspirin in 22,560 COVID-19 patients
Signal Transduction and Targeted Therapy
journal-article
Real-world Evidence for Improved Outcomes with Histamine Antagonists and Aspirin in 22,560 COVID-19 Patients
preprint
Clinical Evidence for Improved Outcomes with Histamine Antagonists and Aspirin in 22,560 COVID-19 Patients
other
Evidence for Treatment with Estradiol for Women with SARS-CoV-2 Infection
BMC Medicine
journal-article
Evidence for treatment with estradiol for women with SARS-CoV-2 infection
other
Computational Prediction of Potential Inhibitors of the Main Protease of SARS-CoV-2.
Frontiers in Chemistry
journal-article
Ten Simple Rules for Starting Research in Your Late Teens
PLOS Computational Biology
journal-article
Deep Learning of Protein Structural Classes: Any Evidence for an ‘Urfold’?
2020 Systems and Information Engineering Design Symposium (SIEDS)
conference-paper
The Urfold : Structural similarity just above the superfold level?
Protein Science
journal-article
Ten Quick Tips for Using a Raspberry Pi
PLOS Computational Biology
journal-article
Machine Learning for Classification of Protein Helix Capping Motifs
2019 Systems and Information Engineering Design Symposium (SIEDS)
conference-paper
Stimuli-Responsive, Pentapeptide, Nanofiber Hydrogel for Tissue Engineering
Journal of the American Chemical Society
journal-article
The Small β-Barrel Domain: A Survey-Based Structural Analysis
Structure
journal-article
Structural Biology Meets Data Science: Does Anything Change?
Current Opinion in Structural Biology
journal-article
Producing Hfq/Sm Proteins and sRNAs for Structural and Biophysical Studies of Ribonucleoprotein Assembly
Methods in Molecular Biology (Clifton, N.J.)
book-chapter
Crystal Structure and RNA-binding Properties of an Hfq Homolog from the Deep-branching Aquificae: Conservation of the Lateral RNA-binding Mode