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Jayakodi M, Lu Q, Pidon H, Rabanus-Wallace MT, Bayer M, Lux T, Guo Y, Jaegle B, Badea A, Bekele W, Brar GS, Braune K, Bunk B, Chalmers KJ, Chapman B, Jørgensen ME, Feng JW, Feser M, Fiebig A, Gundlach H, Guo W, Haberer G, Hansson M, Himmelbach A, Hoffie I, Hoffie RE, Hu H, Isobe S, König P, Kale SM, Kamal N, Keeble-Gagnère G, Keller B, Knauft M, Koppolu R, Krattinger SG, Kumlehn J, Langridge P, Li C, Marone MP, Maurer A, Mayer KFX, Melzer M, Muehlbauer GJ, Murozuka E, Padmarasu S, Perovic D, Pillen K, Pin PA, Pozniak CJ, Ramsay L, Pedas PR, Rutten T, Sakuma S, Sato K, Schüler D, Schmutzer T, Scholz U, Schreiber M, Shirasawa K, Simpson C, Skadhauge B, Spannagl M, Steffenson BJ, Thomsen HC, Tibbits JF, Nielsen MTS, Trautewig C, Vequaud D, Voss C, Wang P, Waugh R, Westcott S, Rasmussen MW, Zhang R, Zhang XQ, Wicker T, Dockter C, Mascher M, Stein N. Structural variation in the pangenome of wild and domesticated barley. Nature 2024; 636:654-662. [PMID: 39537924 PMCID: PMC11655362 DOI: 10.1038/s41586-024-08187-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 10/09/2024] [Indexed: 11/16/2024]
Abstract
Pangenomes are collections of annotated genome sequences of multiple individuals of a species1. The structural variants uncovered by these datasets are a major asset to genetic analysis in crop plants2. Here we report a pangenome of barley comprising long-read sequence assemblies of 76 wild and domesticated genomes and short-read sequence data of 1,315 genotypes. An expanded catalogue of sequence variation in the crop includes structurally complex loci that are rich in gene copy number variation. To demonstrate the utility of the pangenome, we focus on four loci involved in disease resistance, plant architecture, nutrient release and trichome development. Novel allelic variation at a powdery mildew resistance locus and population-specific copy number gains in a regulator of vegetative branching were found. Expansion of a family of starch-cleaving enzymes in elite malting barleys was linked to shifts in enzymatic activity in micro-malting trials. Deletion of an enhancer motif is likely to change the developmental trajectory of the hairy appendages on barley grains. Our findings indicate that allelic diversity at structurally complex loci may have helped crop plants to adapt to new selective regimes in agricultural ecosystems.
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Affiliation(s)
- Murukarthick Jayakodi
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
- Department of Soil and Crop Sciences, Texas A&M AgriLife Research-Dallas, Dallas, TX, USA
| | - Qiongxian Lu
- Carlsberg Research Laboratory, Copenhagen, Denmark
| | - Hélène Pidon
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
- IPSiM, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier, France
| | | | | | - Thomas Lux
- PGSB-Plant Genome and Systems Biology, Helmholtz Center Munich-German Research Center for Environmental Health, Neuherberg, Germany
| | - Yu Guo
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Benjamin Jaegle
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
| | - Ana Badea
- Brandon Research and Development Centre, Agriculture et Agri-Food Canada, Brandon, Manitoba, Canada
| | - Wubishet Bekele
- Ottawa Research and Development Centre, Agriculture et Agri-Food Canada, Ottawa, Ontario, Canada
| | - Gurcharn S Brar
- Faculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada
- Faculty of Agricultural, Life and Environmental Sciences (ALES), University of Alberta, Edmonton, Alberta, Canada
| | | | - Boyke Bunk
- DSMZ-German Collection of Microorganisms and Cell Cultures GmbH, Braunschweig, Germany
| | - Kenneth J Chalmers
- School of Agriculture, Food and Wine, University of Adelaide, Urrbrae, South Australia, Australia
| | - Brett Chapman
- Western Crop Genetics Alliance, Food Futures Institute/School of Agriculture, Murdoch University, Murdoch, Western Australia, Australia
| | | | - Jia-Wu Feng
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Manuel Feser
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Anne Fiebig
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Heidrun Gundlach
- PGSB-Plant Genome and Systems Biology, Helmholtz Center Munich-German Research Center for Environmental Health, Neuherberg, Germany
| | | | - Georg Haberer
- PGSB-Plant Genome and Systems Biology, Helmholtz Center Munich-German Research Center for Environmental Health, Neuherberg, Germany
| | - Mats Hansson
- Department of Biology, Lund University, Lund, Sweden
| | - Axel Himmelbach
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Iris Hoffie
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Robert E Hoffie
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Haifei Hu
- Western Crop Genetics Alliance, Food Futures Institute/School of Agriculture, Murdoch University, Murdoch, Western Australia, Australia
- Rice Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | | | - Patrick König
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Sandip M Kale
- Carlsberg Research Laboratory, Copenhagen, Denmark
- Department of Agroecology, Aarhus University, Slagelse, Denmark
| | - Nadia Kamal
- PGSB-Plant Genome and Systems Biology, Helmholtz Center Munich-German Research Center for Environmental Health, Neuherberg, Germany
| | - Gabriel Keeble-Gagnère
- Agriculture Victoria, Department of Jobs, Precincts and Regions, Agribio, La Trobe University, Bundoora, Victoria, Australia
| | - Beat Keller
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
| | - Manuela Knauft
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Ravi Koppolu
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Simon G Krattinger
- Plant Science Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Jochen Kumlehn
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Peter Langridge
- School of Agriculture, Food and Wine, University of Adelaide, Urrbrae, South Australia, Australia
| | - Chengdao Li
- Western Crop Genetics Alliance, Food Futures Institute/School of Agriculture, Murdoch University, Murdoch, Western Australia, Australia
- Department of Primary Industry and Regional Development, Government of Western Australia, Perth, Western Australia, Australia
- College of Agriculture, Yangtze University, Jingzhou, China
| | - Marina P Marone
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Andreas Maurer
- Institute of Agricultural and Nutritional Sciences, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Klaus F X Mayer
- PGSB-Plant Genome and Systems Biology, Helmholtz Center Munich-German Research Center for Environmental Health, Neuherberg, Germany
- School of Life Sciences Weihenstephan, Technical University Munich, Freising, Germany
| | - Michael Melzer
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Gary J Muehlbauer
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, USA
| | | | - Sudharsan Padmarasu
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Dragan Perovic
- Institute for Resistance Research and Stress Tolerance, Julius Kuehn-Institute (JKI), Federal Research Centre for Cultivated Plants, Quedlinburg, Germany
| | - Klaus Pillen
- Institute of Agricultural and Nutritional Sciences, Martin Luther University Halle-Wittenberg, Halle, Germany
| | | | - Curtis J Pozniak
- Department of Plant Sciences and Crop Development Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | | | | | - Twan Rutten
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Shun Sakuma
- Faculty of Agriculture, Tottori University, Tottori, Japan
| | - Kazuhiro Sato
- Kazusa DNA Research Institute, Kisarazu, Japan
- Institute of Plant Science and Resources, Okayama University, Kurashiki, Japan
| | - Danuta Schüler
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Thomas Schmutzer
- Institute of Agricultural and Nutritional Sciences, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Uwe Scholz
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | | | | | | | | | - Manuel Spannagl
- PGSB-Plant Genome and Systems Biology, Helmholtz Center Munich-German Research Center for Environmental Health, Neuherberg, Germany
| | - Brian J Steffenson
- Department of Plant Pathology, University of Minnesota, St. Paul, MN, USA
| | | | - Josquin F Tibbits
- Agriculture Victoria, Department of Jobs, Precincts and Regions, Agribio, La Trobe University, Bundoora, Victoria, Australia
| | | | - Corinna Trautewig
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | | | - Cynthia Voss
- Carlsberg Research Laboratory, Copenhagen, Denmark
| | - Penghao Wang
- Western Crop Genetics Alliance, Food Futures Institute/School of Agriculture, Murdoch University, Murdoch, Western Australia, Australia
| | - Robbie Waugh
- The James Hutton Institute, Dundee, UK
- School of Life Sciences, University of Dundee, Dundee, UK
| | - Sharon Westcott
- Western Crop Genetics Alliance, Food Futures Institute/School of Agriculture, Murdoch University, Murdoch, Western Australia, Australia
| | | | | | - Xiao-Qi Zhang
- Western Crop Genetics Alliance, Food Futures Institute/School of Agriculture, Murdoch University, Murdoch, Western Australia, Australia
| | - Thomas Wicker
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland.
| | | | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany.
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany.
- Institute of Agricultural and Nutritional Sciences, Martin Luther University Halle-Wittenberg, Halle, Germany.
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