Model-driven analysis of mutant fitness experiments improves genome-scale metabolic models of Zymomonas mobilis ZM4

• Wai Kit Ong ,

  Contributed equally to this work with: Wai Kit Ong, Dylan K. Courtney

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

  http://orcid.org/0000-0003-0972-1499

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• Dylan K. Courtney ,

  Contributed equally to this work with: Wai Kit Ong, Dylan K. Courtney

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

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• Shu Pan,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Writing – review & editing

  Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

  http://orcid.org/0000-0003-3914-9278

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• Ramon Bonela Andrade,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America

  http://orcid.org/0000-0003-3531-0247

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• Patricia J. Kiley,

  Roles Supervision, Writing – review & editing

  Affiliations DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America, Department of Biomolecular Chemistry, University of Wisconsin – Madison, Madison, Wisconsin, United States of America

  http://orcid.org/0000-0002-8771-1782

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• Brian F. Pfleger ,

  Roles Supervision, Writing – review & editing

  * E-mail: Brian.pfleger@wisc.edu

  Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

  http://orcid.org/0000-0002-9232-9959

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• Jennifer L. Reed

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

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