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Open Access
Peer-reviewed
Research Article
Large-scale design and refinement of stable proteins using sequence-only models
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Jedediah M. Singer ,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: jed.singer@twosixtech.com
Affiliation Two Six Technologies, Arlington, Virginia, United States of America
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Scott Novotney,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing
Affiliation Two Six Technologies, Arlington, Virginia, United States of America
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Devin Strickland,
Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing
Affiliation Department of Electrical and Computer Engineering, University of Washington, Seattle, Washington, United States of America
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Hugh K. Haddox,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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Nicholas Leiby,
Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Visualization, Writing – review & editing
Affiliation Two Six Technologies, Arlington, Virginia, United States of America
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Gabriel J. Rocklin,
Roles Supervision, Writing – review & editing
Affiliation Department of Pharmacology and Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
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Cameron M. Chow,
Roles Investigation, Project administration, Visualization, Writing – review & editing
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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Anindya Roy,
Roles Investigation, Project administration, Visualization, Writing – review & editing
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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Asim K. Bera,
Roles Data curation, Formal analysis, Investigation, Methodology, Writing – review & editing
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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Francis C. Motta,
Roles Data curation, Funding acquisition, Methodology, Software, Writing – review & editing
Affiliation Department of Mathematical Sciences, Florida Atlantic University, Boca Raton, Florida, United States of America
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Longxing Cao,
Roles Data curation, Resources
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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Eva-Maria Strauch,
Roles Data curation, Resources
Affiliation Department of Pharmaceutical and Biomedical Sciences, University of Georgia, Athens, Georgia, United States of America
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Tamuka M. Chidyausiku,
Roles Data curation, Resources
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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Alex Ford,
Roles Data curation, Resources
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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Ethan Ho,
Roles Methodology, Software, Validation
Affiliation Texas Advanced Computing Center, Austin, Texas, United States of America
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Alexander Zaitzeff,
Roles Data curation, Formal analysis, Writing – review & editing
Affiliation Two Six Technologies, Arlington, Virginia, United States of America
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Craig O. Mackenzie,
Roles Data curation, Methodology, Software
Affiliation Quantitative Biomedical Sciences Graduate Program, Dartmouth College, Hanover, New Hampshire, United States of America
⨯ - Hamed Eramian,
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Frank DiMaio,
Roles Formal analysis
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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Gevorg Grigoryan,
Roles Data curation, Methodology, Software
Affiliation Departments of Computer Science and Biological Sciences, Dartmouth College, Hanover, New Hampshire, United States of America
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Matthew Vaughn,
Roles Funding acquisition, Supervision
Affiliation Texas Advanced Computing Center, Austin, Texas, United States of America
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Lance J. Stewart,
Roles Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – review & editing
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
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David Baker,
Roles Conceptualization, Funding acquisition, Supervision
Affiliation Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, Washington, United States of America
⨯ - [ ... ],
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Eric Klavins
Roles Conceptualization, Funding acquisition, Supervision
Affiliation Department of Electrical and Computer Engineering, University of Washington, Seattle, Washington, United States of America
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Large-scale design and refinement of stable proteins using sequence-only models
- Jedediah M. Singer,
- Scott Novotney,
- Devin Strickland,
- Hugh K. Haddox,
- Nicholas Leiby,
- Gabriel J. Rocklin,
- Cameron M. Chow,
- Anindya Roy,
- Asim K. Bera,
- Francis C. Motta
- Published: March 14, 2022
- https://doi.org/10.1371/journal.pone.0265020
- See the preprint