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Open Access
Peer-reviewed
Meta-Research Article
Meta-Research Articles feature data-driven examinations of the methods, reporting, verification, and evaluation of scientific research.
Breaking the reproducibility barrier with standardized protocols for plant–microbiome research
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Vlastimil Novak,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Peter F. Andeer,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing
Affiliation Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Eoghan King,
Roles Data curation, Formal analysis, Investigation, Methodology, Writing – review & editing
Affiliations The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America, Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM)–Instituto Nacional de Investigación y Tecnología Agraria y Alimentación (INIA/CSIC), Campus de Montegancedo, Madrid, Spain
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Jacob Calabria,
Roles Data curation, Investigation, Writing – review & editing
Affiliation Faculty of Science, School of BioSciences, The University of Melbourne, Parkville, Australia
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Connor Fitzpatrick,
Roles Data curation, Investigation, Writing – review & editing
Affiliation Department of Biology and Howard Hughes Medical Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
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Jana M. Kelm,
Roles Data curation, Investigation, Writing – review & editing
Affiliation Institute for Bio- and Geosciences, Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, Jülich, Germany
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Kathrin Wippel,
Roles Data curation, Investigation, Writing – review & editing
Affiliations Max Planck Institute for Plant Breeding Research, Cologne, Germany, Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park Amsterdam, Amsterdam, The Netherlands
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Suzanne M. Kosina,
Roles Formal analysis, Validation, Writing – review & editing
Affiliation Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Benjamin P. Bowen,
Roles Formal analysis, Writing – review & editing
Affiliations Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America, The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Chris Daum,
Roles Investigation, Resources, Writing – review & editing
Affiliation The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Matthew Zane,
Roles Investigation, Resources, Writing – review & editing
Affiliation The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Archana Yadav,
Roles Formal analysis, Visualization, Writing – review & editing
Affiliation Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Mingfei Chen,
Roles Investigation, Writing – review & editing
Affiliation Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Dor Russ,
Roles Investigation, Writing – review & editing
Affiliation Department of Biology and Howard Hughes Medical Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
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Catharine A. Adams,
Roles Resources, Writing – review & editing
Affiliations Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America, Department of Plant and Microbial Biology, University of California-Berkeley, Berkeley, California, United States of America
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Trenton K. Owens,
Roles Investigation, Writing – review & editing
Affiliation Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Bradie Lee,
Roles Methodology, Writing – review & editing
Affiliations The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America, Department of Plant and Microbial Biology, University of California-Berkeley, Berkeley, California, United States of America
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Yezhang Ding,
Roles Investigation, Writing – review & editing
Affiliation Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Zineb Sordo,
Roles Data curation, Formal analysis, Writing – review & editing
Affiliation Computing Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Romy Chakraborty,
Roles Funding acquisition, Resources, Supervision, Writing – review & editing
Affiliation Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Simon Roux,
Roles Data curation, Formal analysis, Supervision, Writing – review & editing
Affiliation The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Adam M. Deutschbauer,
Roles Formal analysis, Funding acquisition, Supervision, Writing – review & editing
Affiliations Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America, Department of Plant and Microbial Biology, University of California-Berkeley, Berkeley, California, United States of America
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Daniela Ushizima,
Roles Data curation, Formal analysis, Supervision, Writing – review & editing
Affiliation Computing Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Karsten Zengler,
Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing
Affiliations Department of Pediatrics, University of California, San Diego, La Jolla, California, United States of America, Department of Bioengineering, University of California, San Diego, La Jolla, California, United States of America, Center for Microbiome Innovation, University of California, San Diego, La Jolla, California, United States of America, Program in Materials Science and Engineering, University of California, San Diego, La Jolla, California, United States of America
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Borjana Arsova,
Roles Data curation, Supervision, Writing – review & editing
Affiliation Institute for Bio- and Geosciences, Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, Jülich, Germany
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Jeffery L. Dangl,
Roles Data curation, Supervision, Writing – review & editing
Affiliation Department of Biology and Howard Hughes Medical Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
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Paul Schulze-Lefert,
Roles Data curation, Supervision, Writing – review & editing
Affiliation Max Planck Institute for Plant Breeding Research, Cologne, Germany
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Michelle Watt,
Roles Data curation, Resources, Supervision, Writing – review & editing
Affiliation Faculty of Science, School of BioSciences, The University of Melbourne, Parkville, Australia
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John P. Vogel ,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: jpvogel@lbl.gov (JPV); trnorthen@lbl.gov (TRN)
Affiliation The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Trent R. Northen
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: jpvogel@lbl.gov (JPV); trnorthen@lbl.gov (TRN)
Affiliations Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America, The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
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Breaking the reproducibility barrier with standardized protocols for plant–microbiome research
- Vlastimil Novak,
- Peter F. Andeer,
- Eoghan King,
- Jacob Calabria,
- Connor Fitzpatrick,
- Jana M. Kelm,
- Kathrin Wippel,
- Suzanne M. Kosina,
- Benjamin P. Bowen,
- Chris Daum
- Published: September 8, 2025
- https://doi.org/10.1371/journal.pbio.3003358